warning: commands will be executed using /bin/sh
job 3006 at Sat Mar 22 11:52:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140313/YutaMouse20-140313/YutaMouse20-140313
ElecNo	4
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1944630 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 648210 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 34210 members 
Mstep: Class 3 contains 34184 members 
Mstep: Class 4 contains 33975 members 
Mstep: Class 5 contains 33929 members 
Mstep: Class 6 contains 34257 members 
Mstep: Class 7 contains 33886 members 
Mstep: Class 8 contains 34291 members 
Mstep: Class 9 contains 33908 members 
Mstep: Class 10 contains 34326 members 
Mstep: Class 11 contains 34039 members 
Mstep: Class 12 contains 33719 members 
Mstep: Class 13 contains 34211 members 
Mstep: Class 14 contains 34299 members 
Mstep: Class 15 contains 34385 members 
Mstep: Class 16 contains 34047 members 
Mstep: Class 17 contains 34071 members 
Mstep: Class 18 contains 34040 members 
Mstep: Class 19 contains 33949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 347.690979 but Gain 3318.726562
Score: -57066636.000000 Penalty: 59737.117188
Iteration 0F: 19 clusters Score -5.706664e+07 nChanged 611380
Entering Unmasked Mstep 
Mstep: Class 0 contains 7043 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 13761 members 
Mstep: Class 3 contains 177862 members 
Mstep: Class 4 contains 39741 members 
Mstep: Class 5 contains 93041 members 
Mstep: Class 6 contains 9849 members 
Mstep: Class 7 contains 9164 members 
Mstep: Class 8 contains 19273 members 
Mstep: Class 9 contains 24111 members 
Mstep: Class 10 contains 7894 members 
Mstep: Class 11 contains 8841 members 
Mstep: Class 13 contains 23903 members 
Mstep: Class 14 contains 23169 members 
Mstep: Class 15 contains 36196 members 
Mstep: Class 16 contains 11093 members 
Mstep: Class 17 contains 7937 members 
Mstep: Class 18 contains 4933 members 
Mstep: Class 19 contains 113080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61797624.000000 Penalty: 59737.117188
Iteration 1F: 19 clusters Score -6.179762e+07 nChanged 267097
Entering Unmasked Mstep 
Mstep: Class 0 contains 4339 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 180825 members 
Mstep: Class 4 contains 36775 members 
Mstep: Class 5 contains 128820 members 
Mstep: Class 6 contains 5919 members 
Mstep: Class 7 contains 7248 members 
Mstep: Class 8 contains 11791 members 
Mstep: Class 9 contains 14302 members 
Mstep: Class 10 contains 5027 members 
Mstep: Class 11 contains 2944 members 
Mstep: Class 13 contains 21886 members 
Mstep: Class 14 contains 9259 members 
Mstep: Class 15 contains 22614 members 
Mstep: Class 16 contains 4510 members 
Mstep: Class 17 contains 22386 members 
Mstep: Class 18 contains 3855 members 
Mstep: Class 19 contains 140800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62800696.000000 Penalty: 59737.117188
Iteration 2F: 19 clusters Score -6.28007e+07 nChanged 185902
Entering Unmasked Mstep 
Mstep: Class 0 contains 2750 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 14557 members 
Mstep: Class 3 contains 122725 members 
Mstep: Class 4 contains 42644 members 
Mstep: Class 5 contains 145682 members 
Mstep: Class 6 contains 5141 members 
Mstep: Class 7 contains 7785 members 
Mstep: Class 8 contains 6712 members 
Mstep: Class 9 contains 18537 members 
Mstep: Class 10 contains 5600 members 
Mstep: Class 11 contains 1863 members 
Mstep: Class 13 contains 25774 members 
Mstep: Class 14 contains 10729 members 
Mstep: Class 15 contains 30980 members 
Mstep: Class 16 contains 5373 members 
Mstep: Class 17 contains 23916 members 
Mstep: Class 18 contains 1787 members 
Mstep: Class 19 contains 156326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -63308024.000000 Penalty: 59737.117188
Iteration 3F: 19 clusters Score -6.330802e+07 nChanged 146169
Entering Unmasked Mstep 
Mstep: Class 0 contains 2002 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 16822 members 
Mstep: Class 3 contains 79463 members 
Mstep: Class 4 contains 52835 members 
Mstep: Class 5 contains 151570 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 9671 members 
Mstep: Class 8 contains 5041 members 
Mstep: Class 9 contains 24230 members 
Mstep: Class 10 contains 6565 members 
Mstep: Class 11 contains 1216 members 
Mstep: Class 13 contains 26202 members 
Mstep: Class 14 contains 9485 members 
Mstep: Class 15 contains 36992 members 
Mstep: Class 16 contains 7234 members 
Mstep: Class 17 contains 22183 members 
Mstep: Class 18 contains 1613 members 
Mstep: Class 19 contains 157194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -63676704.000000 Penalty: 59737.117188
Iteration 4F: 19 clusters Score -6.36767e+07 nChanged 112738
Entering Unmasked Mstep 
Mstep: Class 0 contains 1165 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 18932 members 
Mstep: Class 3 contains 59917 members 
Mstep: Class 4 contains 66081 members 
Mstep: Class 5 contains 150303 members 
Mstep: Class 6 contains 6518 members 
Mstep: Class 7 contains 11004 members 
Mstep: Class 8 contains 3884 members 
Mstep: Class 9 contains 32965 members 
Mstep: Class 10 contains 5791 members 
Mstep: Class 11 contains 1313 members 
Mstep: Class 13 contains 26605 members 
Mstep: Class 14 contains 7818 members 
Mstep: Class 15 contains 42002 members 
Mstep: Class 16 contains 9039 members 
Mstep: Class 17 contains 20444 members 
Mstep: Class 18 contains 1801 members 
Mstep: Class 19 contains 138422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -63941828.000000 Penalty: 59737.117188
Iteration 5F: 19 clusters Score -6.394183e+07 nChanged 84846
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 50920 members 
Mstep: Class 2 contains 21090 members 
Mstep: Class 3 contains 54562 members 
Mstep: Class 4 contains 78671 members 
Mstep: Class 5 contains 144984 members 
Mstep: Class 6 contains 7565 members 
Mstep: Class 7 contains 11610 members 
Mstep: Class 8 contains 3252 members 
Mstep: Class 9 contains 41868 members 
Mstep: Class 10 contains 4581 members 
Mstep: Class 11 contains 1259 members 
Mstep: Class 13 contains 27746 members 
Mstep: Class 14 contains 8018 members 
Mstep: Class 15 contains 46498 members 
Mstep: Class 16 contains 10782 members 
Mstep: Class 17 contains 18839 members 
Mstep: Class 18 contains 1790 members 
Mstep: Class 19 contains 113316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64102072.000000 Penalty: 59737.117188
Iteration 6F: 19 clusters Score -6.410207e+07 nChanged 63590
Entering Unmasked Mstep 
Mstep: Class 0 contains 652 members 
Mstep: Class 1 contains 54206 members 
Mstep: Class 2 contains 23136 members 
Mstep: Class 3 contains 53891 members 
Mstep: Class 4 contains 88807 members 
Mstep: Class 5 contains 136815 members 
Mstep: Class 6 contains 8344 members 
Mstep: Class 7 contains 11624 members 
Mstep: Class 8 contains 3527 members 
Mstep: Class 9 contains 48126 members 
Mstep: Class 10 contains 3820 members 
Mstep: Class 11 contains 1397 members 
Mstep: Class 13 contains 28934 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 49945 members 
Mstep: Class 16 contains 13342 members 
Mstep: Class 17 contains 17361 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 92707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64217576.000000 Penalty: 59737.117188
Iteration 7F: 19 clusters Score -6.421758e+07 nChanged 49135
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 55865 members 
Mstep: Class 2 contains 25096 members 
Mstep: Class 3 contains 55084 members 
Mstep: Class 4 contains 95813 members 
Mstep: Class 5 contains 128146 members 
Mstep: Class 6 contains 8791 members 
Mstep: Class 7 contains 11673 members 
Mstep: Class 8 contains 4695 members 
Mstep: Class 9 contains 51585 members 
Mstep: Class 10 contains 3275 members 
Mstep: Class 11 contains 1930 members 
Mstep: Class 13 contains 29915 members 
Mstep: Class 14 contains 12348 members 
Mstep: Class 15 contains 52857 members 
Mstep: Class 16 contains 15369 members 
Mstep: Class 17 contains 16008 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 77856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64294880.000000 Penalty: 59737.117188
Iteration 8F: 19 clusters Score -6.429488e+07 nChanged 38643
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 56572 members 
Mstep: Class 2 contains 26757 members 
Mstep: Class 3 contains 57235 members 
Mstep: Class 4 contains 100410 members 
Mstep: Class 5 contains 120072 members 
Mstep: Class 6 contains 9053 members 
Mstep: Class 7 contains 12013 members 
Mstep: Class 8 contains 6252 members 
Mstep: Class 9 contains 53002 members 
Mstep: Class 10 contains 2858 members 
Mstep: Class 11 contains 1997 members 
Mstep: Class 13 contains 30421 members 
Mstep: Class 14 contains 15200 members 
Mstep: Class 15 contains 55348 members 
Mstep: Class 16 contains 17124 members 
Mstep: Class 17 contains 14950 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 67110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64328932.000000 Penalty: 59737.117188
Iteration 9F: 19 clusters Score -6.432893e+07 nChanged 32677
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56581 members 
Mstep: Class 2 contains 28064 members 
Mstep: Class 3 contains 61192 members 
Mstep: Class 4 contains 103209 members 
Mstep: Class 5 contains 112761 members 
Mstep: Class 6 contains 9169 members 
Mstep: Class 7 contains 12694 members 
Mstep: Class 8 contains 7772 members 
Mstep: Class 9 contains 53488 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 1997 members 
Mstep: Class 13 contains 30544 members 
Mstep: Class 14 contains 18160 members 
Mstep: Class 15 contains 57321 members 
Mstep: Class 16 contains 19057 members 
Mstep: Class 17 contains 14154 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 57806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64352480.000000 Penalty: 59737.117188
Iteration 10F: 19 clusters Score -6.435248e+07 nChanged 28726
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 55953 members 
Mstep: Class 2 contains 28945 members 
Mstep: Class 3 contains 66528 members 
Mstep: Class 4 contains 104478 members 
Mstep: Class 5 contains 106553 members 
Mstep: Class 6 contains 9090 members 
Mstep: Class 7 contains 13701 members 
Mstep: Class 8 contains 8827 members 
Mstep: Class 9 contains 53596 members 
Mstep: Class 10 contains 2033 members 
Mstep: Class 11 contains 1997 members 
Mstep: Class 13 contains 30301 members 
Mstep: Class 14 contains 21447 members 
Mstep: Class 15 contains 58836 members 
Mstep: Class 16 contains 21252 members 
Mstep: Class 17 contains 13590 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 49248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64370632.000000 Penalty: 59737.117188
Iteration 11Q: 19 clusters Score -6.437063e+07 nChanged 25867
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 54828 members 
Mstep: Class 2 contains 29394 members 
Mstep: Class 3 contains 72358 members 
Mstep: Class 4 contains 104879 members 
Mstep: Class 5 contains 101069 members 
Mstep: Class 6 contains 8941 members 
Mstep: Class 7 contains 14987 members 
Mstep: Class 8 contains 9497 members 
Mstep: Class 9 contains 53521 members 
Mstep: Class 10 contains 1767 members 
Mstep: Class 11 contains 1997 members 
Mstep: Class 13 contains 29824 members 
Mstep: Class 14 contains 24989 members 
Mstep: Class 15 contains 59892 members 
Mstep: Class 16 contains 23779 members 
Mstep: Class 17 contains 13253 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 41401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64388488.000000 Penalty: 59737.117188
Iteration 12Q: 19 clusters Score -6.438849e+07 nChanged 23467
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 53489 members 
Mstep: Class 2 contains 29554 members 
Mstep: Class 3 contains 78269 members 
Mstep: Class 4 contains 104833 members 
Mstep: Class 5 contains 96651 members 
Mstep: Class 6 contains 8878 members 
Mstep: Class 7 contains 16471 members 
Mstep: Class 8 contains 9902 members 
Mstep: Class 9 contains 53338 members 
Mstep: Class 10 contains 1549 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 13 contains 29343 members 
Mstep: Class 14 contains 28405 members 
Mstep: Class 15 contains 60398 members 
Mstep: Class 16 contains 26157 members 
Mstep: Class 17 contains 13030 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 34111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64402412.000000 Penalty: 59737.117188
Iteration 13Q: 19 clusters Score -6.440241e+07 nChanged 21180
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 51994 members 
Mstep: Class 2 contains 29595 members 
Mstep: Class 3 contains 83863 members 
Mstep: Class 4 contains 104384 members 
Mstep: Class 5 contains 93557 members 
Mstep: Class 6 contains 8902 members 
Mstep: Class 7 contains 18051 members 
Mstep: Class 8 contains 10177 members 
Mstep: Class 9 contains 53094 members 
Mstep: Class 10 contains 1385 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 13 contains 28838 members 
Mstep: Class 14 contains 31596 members 
Mstep: Class 15 contains 60446 members 
Mstep: Class 16 contains 27915 members 
Mstep: Class 17 contains 12867 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 27714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64413660.000000 Penalty: 59737.117188
Iteration 14Q: 19 clusters Score -6.441366e+07 nChanged 18388
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 50653 members 
Mstep: Class 2 contains 29523 members 
Mstep: Class 3 contains 88454 members 
Mstep: Class 4 contains 103800 members 
Mstep: Class 5 contains 91201 members 
Mstep: Class 6 contains 9007 members 
Mstep: Class 7 contains 19720 members 
Mstep: Class 8 contains 10395 members 
Mstep: Class 9 contains 52757 members 
Mstep: Class 10 contains 1251 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 13 contains 28435 members 
Mstep: Class 14 contains 34254 members 
Mstep: Class 15 contains 60135 members 
Mstep: Class 16 contains 29342 members 
Mstep: Class 17 contains 12728 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 22723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64423112.000000 Penalty: 59737.117188
Iteration 15Q: 19 clusters Score -6.442311e+07 nChanged 16092
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 49485 members 
Mstep: Class 2 contains 29404 members 
Mstep: Class 3 contains 92020 members 
Mstep: Class 4 contains 103044 members 
Mstep: Class 5 contains 89312 members 
Mstep: Class 6 contains 9234 members 
Mstep: Class 7 contains 21316 members 
Mstep: Class 8 contains 10609 members 
Mstep: Class 9 contains 52375 members 
Mstep: Class 10 contains 1157 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 13 contains 28196 members 
Mstep: Class 14 contains 36472 members 
Mstep: Class 15 contains 59590 members 
Mstep: Class 16 contains 30581 members 
Mstep: Class 17 contains 12607 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 18976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64430812.000000 Penalty: 59737.117188
Iteration 16Q: 19 clusters Score -6.443081e+07 nChanged 14225
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 29319 members 
Mstep: Class 3 contains 94419 members 
Mstep: Class 4 contains 102000 members 
Mstep: Class 5 contains 87614 members 
Mstep: Class 6 contains 9495 members 
Mstep: Class 7 contains 22709 members 
Mstep: Class 8 contains 10747 members 
Mstep: Class 9 contains 51993 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 13 contains 28103 members 
Mstep: Class 14 contains 38378 members 
Mstep: Class 15 contains 58904 members 
Mstep: Class 16 contains 31902 members 
Mstep: Class 17 contains 12524 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 16697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64437680.000000 Penalty: 59737.117188
Iteration 17Q: 19 clusters Score -6.443768e+07 nChanged 13066
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 29194 members 
Mstep: Class 3 contains 96020 members 
Mstep: Class 4 contains 100825 members 
Mstep: Class 5 contains 85892 members 
Mstep: Class 6 contains 9791 members 
Mstep: Class 7 contains 23958 members 
Mstep: Class 8 contains 10806 members 
Mstep: Class 9 contains 51628 members 
Mstep: Class 10 contains 1085 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 13 contains 28194 members 
Mstep: Class 14 contains 39940 members 
Mstep: Class 15 contains 58143 members 
Mstep: Class 16 contains 33523 members 
Mstep: Class 17 contains 12455 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 15389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64444900.000000 Penalty: 59737.117188
Iteration 18Q: 19 clusters Score -6.44449e+07 nChanged 12231
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 46774 members 
Mstep: Class 2 contains 29092 members 
Mstep: Class 3 contains 97057 members 
Mstep: Class 4 contains 99358 members 
Mstep: Class 5 contains 84263 members 
Mstep: Class 6 contains 10098 members 
Mstep: Class 7 contains 25092 members 
Mstep: Class 8 contains 10856 members 
Mstep: Class 9 contains 51263 members 
Mstep: Class 10 contains 1085 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 13 contains 28447 members 
Mstep: Class 14 contains 41142 members 
Mstep: Class 15 contains 57294 members 
Mstep: Class 16 contains 35352 members 
Mstep: Class 17 contains 12384 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 14821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64452160.000000 Penalty: 59737.117188
Iteration 19Q: 19 clusters Score -6.445216e+07 nChanged 11439
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 28957 members 
Mstep: Class 3 contains 97779 members 
Mstep: Class 4 contains 97596 members 
Mstep: Class 5 contains 83217 members 
Mstep: Class 6 contains 10492 members 
Mstep: Class 7 contains 25981 members 
Mstep: Class 8 contains 10915 members 
Mstep: Class 9 contains 50977 members 
Mstep: Class 10 contains 1084 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 13 contains 28714 members 
Mstep: Class 14 contains 42091 members 
Mstep: Class 15 contains 56327 members 
Mstep: Class 16 contains 37078 members 
Mstep: Class 17 contains 12332 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 14769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64457512.000000 Penalty: 59737.117188
Iteration 20F: 19 clusters Score -6.445751e+07 nChanged 10518
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 28841 members 
Mstep: Class 3 contains 98258 members 
Mstep: Class 4 contains 95690 members 
Mstep: Class 5 contains 82675 members 
Mstep: Class 6 contains 10927 members 
Mstep: Class 7 contains 26719 members 
Mstep: Class 8 contains 10957 members 
Mstep: Class 9 contains 50798 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 13 contains 28970 members 
Mstep: Class 14 contains 42976 members 
Mstep: Class 15 contains 55390 members 
Mstep: Class 16 contains 38351 members 
Mstep: Class 17 contains 12240 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 15102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64461024.000000 Penalty: 59737.117188
Iteration 21Q: 19 clusters Score -6.446102e+07 nChanged 9413
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 28681 members 
Mstep: Class 3 contains 98632 members 
Mstep: Class 4 contains 93826 members 
Mstep: Class 5 contains 82533 members 
Mstep: Class 6 contains 11379 members 
Mstep: Class 7 contains 27341 members 
Mstep: Class 8 contains 11020 members 
Mstep: Class 9 contains 50695 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 13 contains 29219 members 
Mstep: Class 14 contains 43824 members 
Mstep: Class 15 contains 54471 members 
Mstep: Class 16 contains 39197 members 
Mstep: Class 17 contains 12143 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 15604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64464292.000000 Penalty: 59737.117188
Iteration 22Q: 19 clusters Score -6.446429e+07 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 28516 members 
Mstep: Class 3 contains 98957 members 
Mstep: Class 4 contains 92089 members 
Mstep: Class 5 contains 82545 members 
Mstep: Class 6 contains 11855 members 
Mstep: Class 7 contains 27850 members 
Mstep: Class 8 contains 11102 members 
Mstep: Class 9 contains 50605 members 
Mstep: Class 10 contains 1084 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 13 contains 29426 members 
Mstep: Class 14 contains 44626 members 
Mstep: Class 15 contains 53598 members 
Mstep: Class 16 contains 39850 members 
Mstep: Class 17 contains 12045 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 16160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64466872.000000 Penalty: 59737.117188
Iteration 23Q: 19 clusters Score -6.446687e+07 nChanged 7816
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 28339 members 
Mstep: Class 3 contains 99228 members 
Mstep: Class 4 contains 90478 members 
Mstep: Class 5 contains 82652 members 
Mstep: Class 6 contains 12325 members 
Mstep: Class 7 contains 28247 members 
Mstep: Class 8 contains 11174 members 
Mstep: Class 9 contains 50554 members 
Mstep: Class 10 contains 1084 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 13 contains 29637 members 
Mstep: Class 14 contains 45399 members 
Mstep: Class 15 contains 52766 members 
Mstep: Class 16 contains 40404 members 
Mstep: Class 17 contains 11933 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 16721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64468516.000000 Penalty: 59737.117188
Iteration 24Q: 19 clusters Score -6.446852e+07 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 42828 members 
Mstep: Class 2 contains 28145 members 
Mstep: Class 3 contains 99469 members 
Mstep: Class 4 contains 89080 members 
Mstep: Class 5 contains 82740 members 
Mstep: Class 6 contains 12842 members 
Mstep: Class 7 contains 28590 members 
Mstep: Class 8 contains 11227 members 
Mstep: Class 9 contains 50541 members 
Mstep: Class 10 contains 1085 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 13 contains 29812 members 
Mstep: Class 14 contains 46111 members 
Mstep: Class 15 contains 51937 members 
Mstep: Class 16 contains 40896 members 
Mstep: Class 17 contains 11820 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 17258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64470564.000000 Penalty: 59737.117188
Iteration 25Q: 19 clusters Score -6.447056e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 27976 members 
Mstep: Class 3 contains 99662 members 
Mstep: Class 4 contains 87724 members 
Mstep: Class 5 contains 82839 members 
Mstep: Class 6 contains 13312 members 
Mstep: Class 7 contains 28905 members 
Mstep: Class 8 contains 11293 members 
Mstep: Class 9 contains 50559 members 
Mstep: Class 10 contains 1085 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 13 contains 29937 members 
Mstep: Class 14 contains 46777 members 
Mstep: Class 15 contains 51171 members 
Mstep: Class 16 contains 41370 members 
Mstep: Class 17 contains 11716 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 17782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64472200.000000 Penalty: 59737.117188
Iteration 26Q: 19 clusters Score -6.44722e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 27826 members 
Mstep: Class 3 contains 99864 members 
Mstep: Class 4 contains 86441 members 
Mstep: Class 5 contains 82920 members 
Mstep: Class 6 contains 13780 members 
Mstep: Class 7 contains 29173 members 
Mstep: Class 8 contains 11361 members 
Mstep: Class 9 contains 50616 members 
Mstep: Class 10 contains 1085 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 13 contains 30068 members 
Mstep: Class 14 contains 47329 members 
Mstep: Class 15 contains 50444 members 
Mstep: Class 16 contains 41816 members 
Mstep: Class 17 contains 11605 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 18275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64473760.000000 Penalty: 59737.117188
Iteration 27Q: 19 clusters Score -6.447376e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 27657 members 
Mstep: Class 3 contains 100063 members 
Mstep: Class 4 contains 85352 members 
Mstep: Class 5 contains 82981 members 
Mstep: Class 6 contains 14196 members 
Mstep: Class 7 contains 29382 members 
Mstep: Class 8 contains 11415 members 
Mstep: Class 9 contains 50710 members 
Mstep: Class 10 contains 1086 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 13 contains 30215 members 
Mstep: Class 14 contains 47910 members 
Mstep: Class 15 contains 49761 members 
Mstep: Class 16 contains 42232 members 
Mstep: Class 17 contains 11502 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 18672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64475036.000000 Penalty: 59737.117188
Iteration 28Q: 19 clusters Score -6.447504e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 27534 members 
Mstep: Class 3 contains 100272 members 
Mstep: Class 4 contains 84318 members 
Mstep: Class 5 contains 83079 members 
Mstep: Class 6 contains 14574 members 
Mstep: Class 7 contains 29533 members 
Mstep: Class 8 contains 11449 members 
Mstep: Class 9 contains 50837 members 
Mstep: Class 10 contains 1088 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 13 contains 30369 members 
Mstep: Class 14 contains 48446 members 
Mstep: Class 15 contains 49124 members 
Mstep: Class 16 contains 42624 members 
Mstep: Class 17 contains 11408 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 19024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64475840.000000 Penalty: 59737.117188
Iteration 29Q: 19 clusters Score -6.447584e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 27425 members 
Mstep: Class 3 contains 100466 members 
Mstep: Class 4 contains 83410 members 
Mstep: Class 5 contains 83098 members 
Mstep: Class 6 contains 14935 members 
Mstep: Class 7 contains 29662 members 
Mstep: Class 8 contains 11499 members 
Mstep: Class 9 contains 50968 members 
Mstep: Class 10 contains 1086 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 13 contains 30497 members 
Mstep: Class 14 contains 48988 members 
Mstep: Class 15 contains 48540 members 
Mstep: Class 16 contains 43031 members 
Mstep: Class 17 contains 11303 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 19396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64476684.000000 Penalty: 59737.117188
Iteration 30Q: 19 clusters Score -6.447668e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 27320 members 
Mstep: Class 3 contains 100670 members 
Mstep: Class 4 contains 82609 members 
Mstep: Class 5 contains 83000 members 
Mstep: Class 6 contains 15285 members 
Mstep: Class 7 contains 29737 members 
Mstep: Class 8 contains 11529 members 
Mstep: Class 9 contains 51130 members 
Mstep: Class 10 contains 1087 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 13 contains 30597 members 
Mstep: Class 14 contains 49528 members 
Mstep: Class 15 contains 48075 members 
Mstep: Class 16 contains 43449 members 
Mstep: Class 17 contains 11198 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 19736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64477968.000000 Penalty: 59737.117188
Iteration 31Q: 19 clusters Score -6.447797e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 27265 members 
Mstep: Class 3 contains 100863 members 
Mstep: Class 4 contains 81915 members 
Mstep: Class 5 contains 82789 members 
Mstep: Class 6 contains 15621 members 
Mstep: Class 7 contains 29807 members 
Mstep: Class 8 contains 11549 members 
Mstep: Class 9 contains 51256 members 
Mstep: Class 10 contains 1086 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 13 contains 30716 members 
Mstep: Class 14 contains 50018 members 
Mstep: Class 15 contains 47656 members 
Mstep: Class 16 contains 43830 members 
Mstep: Class 17 contains 11084 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 20226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64479172.000000 Penalty: 59737.117188
Iteration 32Q: 19 clusters Score -6.447917e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 27245 members 
Mstep: Class 3 contains 101042 members 
Mstep: Class 4 contains 81245 members 
Mstep: Class 5 contains 82529 members 
Mstep: Class 6 contains 15926 members 
Mstep: Class 7 contains 29823 members 
Mstep: Class 8 contains 11567 members 
Mstep: Class 9 contains 51360 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 13 contains 30838 members 
Mstep: Class 14 contains 50488 members 
Mstep: Class 15 contains 47299 members 
Mstep: Class 16 contains 44210 members 
Mstep: Class 17 contains 10975 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 20745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64480108.000000 Penalty: 59737.117188
Iteration 33Q: 19 clusters Score -6.448011e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 27178 members 
Mstep: Class 3 contains 101287 members 
Mstep: Class 4 contains 80663 members 
Mstep: Class 5 contains 82210 members 
Mstep: Class 6 contains 16225 members 
Mstep: Class 7 contains 29824 members 
Mstep: Class 8 contains 11575 members 
Mstep: Class 9 contains 51440 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 13 contains 30963 members 
Mstep: Class 14 contains 50945 members 
Mstep: Class 15 contains 47024 members 
Mstep: Class 16 contains 44547 members 
Mstep: Class 17 contains 10886 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 21253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64481596.000000 Penalty: 59737.117188
Iteration 34Q: 19 clusters Score -6.44816e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 27148 members 
Mstep: Class 3 contains 101629 members 
Mstep: Class 4 contains 80121 members 
Mstep: Class 5 contains 81820 members 
Mstep: Class 6 contains 16507 members 
Mstep: Class 7 contains 29814 members 
Mstep: Class 8 contains 11580 members 
Mstep: Class 9 contains 51482 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 13 contains 31087 members 
Mstep: Class 14 contains 51395 members 
Mstep: Class 15 contains 46720 members 
Mstep: Class 16 contains 44881 members 
Mstep: Class 17 contains 10794 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 21740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64483864.000000 Penalty: 59737.117188
Iteration 35Q: 19 clusters Score -6.448386e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 27148 members 
Mstep: Class 3 contains 101858 members 
Mstep: Class 4 contains 79557 members 
Mstep: Class 5 contains 81429 members 
Mstep: Class 6 contains 16774 members 
Mstep: Class 7 contains 29778 members 
Mstep: Class 8 contains 11577 members 
Mstep: Class 9 contains 51521 members 
Mstep: Class 10 contains 1149 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 13 contains 31246 members 
Mstep: Class 14 contains 51808 members 
Mstep: Class 15 contains 46426 members 
Mstep: Class 16 contains 45144 members 
Mstep: Class 17 contains 10703 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 22529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64485396.000000 Penalty: 59737.117188
Iteration 36Q: 19 clusters Score -6.44854e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 27198 members 
Mstep: Class 3 contains 101919 members 
Mstep: Class 4 contains 79065 members 
Mstep: Class 5 contains 80936 members 
Mstep: Class 6 contains 17021 members 
Mstep: Class 7 contains 29729 members 
Mstep: Class 8 contains 11572 members 
Mstep: Class 9 contains 51549 members 
Mstep: Class 10 contains 1170 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 13 contains 31431 members 
Mstep: Class 14 contains 52219 members 
Mstep: Class 15 contains 46202 members 
Mstep: Class 16 contains 45423 members 
Mstep: Class 17 contains 10585 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 23419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64486328.000000 Penalty: 59737.117188
Iteration 37Q: 19 clusters Score -6.448633e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 27291 members 
Mstep: Class 3 contains 101929 members 
Mstep: Class 4 contains 78635 members 
Mstep: Class 5 contains 80391 members 
Mstep: Class 6 contains 17271 members 
Mstep: Class 7 contains 29639 members 
Mstep: Class 8 contains 11567 members 
Mstep: Class 9 contains 51552 members 
Mstep: Class 10 contains 1201 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 13 contains 31645 members 
Mstep: Class 14 contains 52648 members 
Mstep: Class 15 contains 45992 members 
Mstep: Class 16 contains 45686 members 
Mstep: Class 17 contains 10442 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 24276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64487004.000000 Penalty: 59737.117188
Iteration 38Q: 19 clusters Score -6.4487e+07 nChanged 3718
Entering ConstructFrom: 
Score: -64487004.000000 Penalty: 59737.117188
Entering ConstructFrom: 
Trying to split cluster 1 (33444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Entering Unmasked Estep 
Score: -3600115.250000 Penalty: 2583.571533
	Iteration 0F: 2 clusters Score -3600115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -3577174.000000 Penalty: 5167.143066
	Iteration 0F: 3 clusters Score -3577174 nChanged 15161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -3585791.500000 Penalty: 5167.143066
	Iteration 1F: 3 clusters Score -3585792 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -3587150.250000 Penalty: 5167.143066
	Iteration 2F: 3 clusters Score -3587150 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -3589597.750000 Penalty: 5167.143066
	Iteration 3F: 3 clusters Score -3589598 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -3593738.000000 Penalty: 5167.143066
	Iteration 4F: 3 clusters Score -3593738 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -3600128.000000 Penalty: 5167.143066
	Iteration 5F: 3 clusters Score -3600128 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -3608223.500000 Penalty: 5167.143066
	Iteration 6F: 3 clusters Score -3608224 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -3612001.750000 Penalty: 5167.143066
	Iteration 7F: 3 clusters Score -3612002 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -3613851.500000 Penalty: 5167.143066
	Iteration 8Q: 3 clusters Score -3613852 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -3614883.500000 Penalty: 5167.143066
	Iteration 9Q: 3 clusters Score -3614884 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -3615562.000000 Penalty: 5167.143066
	Iteration 10Q: 3 clusters Score -3615562 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -3615857.500000 Penalty: 5167.143066
	Iteration 11Q: 3 clusters Score -3615858 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -3615975.500000 Penalty: 5167.143066
	Iteration 12Q: 3 clusters Score -3615976 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -3616019.750000 Penalty: 5167.143066
	Iteration 13Q: 3 clusters Score -3616020 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -3616035.000000 Penalty: 5167.143066
	Iteration 14Q: 3 clusters Score -3616035 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -3616041.000000 Penalty: 5167.143066
	Iteration 15Q: 3 clusters Score -3616041 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -3616044.250000 Penalty: 5167.143066
	Iteration 16Q: 3 clusters Score -3616044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -3616045.500000 Penalty: 5167.143066
	Iteration 17Q: 3 clusters Score -3616046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -3616045.250000 Penalty: 5167.143066
	Iteration 18Q: 3 clusters Score -3616045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -3616042.000000 Penalty: 5167.143066
	Iteration 19Q: 3 clusters Score -3616042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -3616041.750000 Penalty: 5167.143066
	Iteration 20F: 3 clusters Score -3616042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -3616047.750000 Penalty: 5167.143066
	Iteration 21Q: 3 clusters Score -3616048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -3616047.750000 Penalty: 5167.143066
	Iteration 22F: 3 clusters Score -3616048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 27378 members 
Mstep: Class 3 contains 101927 members 
Mstep: Class 4 contains 78254 members 
Mstep: Class 5 contains 79804 members 
Mstep: Class 6 contains 17584 members 
Mstep: Class 7 contains 29554 members 
Mstep: Class 8 contains 11561 members 
Mstep: Class 9 contains 51551 members 
Mstep: Class 10 contains 1227 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 22362 members 
Mstep: Class 13 contains 31855 members 
Mstep: Class 14 contains 53093 members 
Mstep: Class 15 contains 45762 members 
Mstep: Class 16 contains 45957 members 
Mstep: Class 17 contains 10298 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 25132 members 
Entering Unmasked Estep 
Score: -64502772.000000 Penalty: 63055.843750
Splitting cluster 1 changes total score from -64487004.000000 to -64502772.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 2 (27378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Entering Unmasked Estep 
Score: -2166149.500000 Penalty: 2533.938721
	Iteration 0F: 2 clusters Score -2166150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2147398.000000 Penalty: 5067.877441
	Iteration 0F: 3 clusters Score -2147398 nChanged 12263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2154784.500000 Penalty: 5067.877441
	Iteration 1F: 3 clusters Score -2154784 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -2156686.000000 Penalty: 5067.877441
	Iteration 2F: 3 clusters Score -2156686 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2158939.750000 Penalty: 5067.877441
	Iteration 3F: 3 clusters Score -2158940 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2161090.750000 Penalty: 5067.877441
	Iteration 4F: 3 clusters Score -2161091 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -2162617.500000 Penalty: 5067.877441
	Iteration 5F: 3 clusters Score -2162618 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2163578.500000 Penalty: 5067.877441
	Iteration 6F: 3 clusters Score -2163578 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2164132.250000 Penalty: 5067.877441
	Iteration 7Q: 3 clusters Score -2164132 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2164508.750000 Penalty: 5067.877441
	Iteration 8Q: 3 clusters Score -2164509 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2164766.250000 Penalty: 5067.877441
	Iteration 9Q: 3 clusters Score -2164766 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2165002.000000 Penalty: 5067.877441
	Iteration 10Q: 3 clusters Score -2165002 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -2165298.500000 Penalty: 5067.877441
	Iteration 11Q: 3 clusters Score -2165298 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2165610.500000 Penalty: 5067.877441
	Iteration 12Q: 3 clusters Score -2165610 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -2165962.750000 Penalty: 5067.877441
	Iteration 13Q: 3 clusters Score -2165963 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -2166383.000000 Penalty: 5067.877441
	Iteration 14Q: 3 clusters Score -2166383 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2166839.750000 Penalty: 5067.877441
	Iteration 15Q: 3 clusters Score -2166840 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -2167226.000000 Penalty: 5067.877441
	Iteration 16Q: 3 clusters Score -2167226 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2167517.250000 Penalty: 5067.877441
	Iteration 17Q: 3 clusters Score -2167517 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2167751.000000 Penalty: 5067.877441
	Iteration 18Q: 3 clusters Score -2167751 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2167889.250000 Penalty: 5067.877441
	Iteration 19Q: 3 clusters Score -2167889 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -2167996.500000 Penalty: 5067.877441
	Iteration 20F: 3 clusters Score -2167996 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2168059.000000 Penalty: 5067.877441
	Iteration 21Q: 3 clusters Score -2168059 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2168117.500000 Penalty: 5067.877441
	Iteration 22Q: 3 clusters Score -2168118 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2168157.750000 Penalty: 5067.877441
	Iteration 23Q: 3 clusters Score -2168158 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2168185.500000 Penalty: 5067.877441
	Iteration 24Q: 3 clusters Score -2168186 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -2168218.000000 Penalty: 5067.877441
	Iteration 25Q: 3 clusters Score -2168218 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -2168233.750000 Penalty: 5067.877441
	Iteration 26Q: 3 clusters Score -2168234 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -2168246.500000 Penalty: 5067.877441
	Iteration 27Q: 3 clusters Score -2168246 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -2168263.000000 Penalty: 5067.877441
	Iteration 28Q: 3 clusters Score -2168263 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -2168275.000000 Penalty: 5067.877441
	Iteration 29Q: 3 clusters Score -2168275 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -2168291.000000 Penalty: 5067.877441
	Iteration 30Q: 3 clusters Score -2168291 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -2168301.500000 Penalty: 5067.877441
	Iteration 31Q: 3 clusters Score -2168302 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2168303.000000 Penalty: 5067.877441
	Iteration 32Q: 3 clusters Score -2168303 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -2168303.500000 Penalty: 5067.877441
	Iteration 33Q: 3 clusters Score -2168304 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2168301.000000 Penalty: 5067.877441
	Iteration 34Q: 3 clusters Score -2168301 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2168304.500000 Penalty: 5067.877441
	Iteration 35Q: 3 clusters Score -2168304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2168312.250000 Penalty: 5067.877441
	Iteration 36Q: 3 clusters Score -2168312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -2168313.750000 Penalty: 5067.877441
	Iteration 37Q: 3 clusters Score -2168314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -2168313.500000 Penalty: 5067.877441
	Iteration 38Q: 3 clusters Score -2168314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -2168311.500000 Penalty: 5067.877441
	Iteration 39Q: 3 clusters Score -2168312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -2168314.500000 Penalty: 5067.877441
	Iteration 40F: 3 clusters Score -2168314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -2168314.500000 Penalty: 5067.877441
	Iteration 41Q: 3 clusters Score -2168314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -2168318.750000 Penalty: 5067.877441
	Iteration 42Q: 3 clusters Score -2168319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2168323.500000 Penalty: 5067.877441
	Iteration 43Q: 3 clusters Score -2168324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -2168318.500000 Penalty: 5067.877441
	Iteration 44Q: 3 clusters Score -2168318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -2168315.750000 Penalty: 5067.877441
	Iteration 45Q: 3 clusters Score -2168316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2168321.250000 Penalty: 5067.877441
	Iteration 46Q: 3 clusters Score -2168321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -2168323.000000 Penalty: 5067.877441
	Iteration 47Q: 3 clusters Score -2168323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2168325.500000 Penalty: 5067.877441
	Iteration 48Q: 3 clusters Score -2168326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -2168321.000000 Penalty: 5067.877441
	Iteration 49Q: 3 clusters Score -2168321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2168320.500000 Penalty: 5067.877441
	Iteration 50Q: 3 clusters Score -2168320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -2168326.500000 Penalty: 5067.877441
	Iteration 51Q: 3 clusters Score -2168326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -2168325.000000 Penalty: 5067.877441
	Iteration 52Q: 3 clusters Score -2168325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2168321.750000 Penalty: 5067.877441
	Iteration 53Q: 3 clusters Score -2168322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2168326.250000 Penalty: 5067.877441
	Iteration 54Q: 3 clusters Score -2168326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -2168328.500000 Penalty: 5067.877441
	Iteration 55Q: 3 clusters Score -2168328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -2168327.000000 Penalty: 5067.877441
	Iteration 56Q: 3 clusters Score -2168327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -2168331.750000 Penalty: 5067.877441
	Iteration 57Q: 3 clusters Score -2168332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -2168331.000000 Penalty: 5067.877441
	Iteration 58Q: 3 clusters Score -2168331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -2168330.250000 Penalty: 5067.877441
	Iteration 59Q: 3 clusters Score -2168330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -2168331.250000 Penalty: 5067.877441
	Iteration 60F: 3 clusters Score -2168331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2168331.250000 Penalty: 5067.877441
	Iteration 61Q: 3 clusters Score -2168331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -2168329.000000 Penalty: 5067.877441
	Iteration 62Q: 3 clusters Score -2168329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2168328.500000 Penalty: 5067.877441
	Iteration 63Q: 3 clusters Score -2168328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2168330.250000 Penalty: 5067.877441
	Iteration 64Q: 3 clusters Score -2168330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -2168332.500000 Penalty: 5067.877441
	Iteration 65Q: 3 clusters Score -2168332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -2168333.750000 Penalty: 5067.877441
	Iteration 66Q: 3 clusters Score -2168334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -2168333.000000 Penalty: 5067.877441
	Iteration 67Q: 3 clusters Score -2168333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -2168332.000000 Penalty: 5067.877441
	Iteration 68Q: 3 clusters Score -2168332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2168332.250000 Penalty: 5067.877441
	Iteration 69Q: 3 clusters Score -2168332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -2168328.750000 Penalty: 5067.877441
	Iteration 70Q: 3 clusters Score -2168329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -2168329.000000 Penalty: 5067.877441
	Iteration 71Q: 3 clusters Score -2168329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -2168329.000000 Penalty: 5067.877441
	Iteration 72Q: 3 clusters Score -2168329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -2168329.000000 Penalty: 5067.877441
	Iteration 73Q: 3 clusters Score -2168329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -2168329.000000 Penalty: 5067.877441
	Iteration 74F: 3 clusters Score -2168329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 8203 members 
Mstep: Class 3 contains 101927 members 
Mstep: Class 4 contains 78254 members 
Mstep: Class 5 contains 79804 members 
Mstep: Class 6 contains 17584 members 
Mstep: Class 7 contains 29554 members 
Mstep: Class 8 contains 11561 members 
Mstep: Class 9 contains 51551 members 
Mstep: Class 10 contains 1227 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 22362 members 
Mstep: Class 13 contains 31855 members 
Mstep: Class 14 contains 53093 members 
Mstep: Class 15 contains 45762 members 
Mstep: Class 16 contains 45957 members 
Mstep: Class 17 contains 10298 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 25132 members 
Mstep: Class 20 contains 19175 members 
Entering Unmasked Estep 
Score: -64504052.000000 Penalty: 66374.570312
Splitting cluster 2 changes total score from -64487004.000000 to -64504052.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (101927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101927 members 
Entering Unmasked Estep 
Score: -11033622.000000 Penalty: 2859.938965
	Iteration 0F: 2 clusters Score -1.103362e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50953 members 
Mstep: Class 2 contains 50974 members 
Entering Unmasked Estep 
Score: -10965646.000000 Penalty: 5719.877930
	Iteration 0F: 3 clusters Score -1.096565e+07 nChanged 48231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50878 members 
Mstep: Class 2 contains 51049 members 
Entering Unmasked Estep 
Score: -10995179.000000 Penalty: 5719.877930
	Iteration 1F: 3 clusters Score -1.099518e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 52341 members 
Entering Unmasked Estep 
Score: -11001534.000000 Penalty: 5719.877930
	Iteration 2F: 3 clusters Score -1.100153e+07 nChanged 9466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45716 members 
Mstep: Class 2 contains 56211 members 
Entering Unmasked Estep 
Score: -11012160.000000 Penalty: 5719.877930
	Iteration 3F: 3 clusters Score -1.101216e+07 nChanged 12281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 63402 members 
Entering Unmasked Estep 
Score: -11024916.000000 Penalty: 5719.877930
	Iteration 4F: 3 clusters Score -1.102492e+07 nChanged 11487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 71713 members 
Entering Unmasked Estep 
Score: -11035887.000000 Penalty: 5719.877930
	Iteration 5F: 3 clusters Score -1.103589e+07 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 78028 members 
Entering Unmasked Estep 
Score: -11042167.000000 Penalty: 5719.877930
	Iteration 6F: 3 clusters Score -1.104217e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 82011 members 
Entering Unmasked Estep 
Score: -11045087.000000 Penalty: 5719.877930
	Iteration 7Q: 3 clusters Score -1.104509e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 84617 members 
Entering Unmasked Estep 
Score: -11046444.000000 Penalty: 5719.877930
	Iteration 8Q: 3 clusters Score -1.104644e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 86543 members 
Entering Unmasked Estep 
Score: -11047312.000000 Penalty: 5719.877930
	Iteration 9Q: 3 clusters Score -1.104731e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 87946 members 
Entering Unmasked Estep 
Score: -11047766.000000 Penalty: 5719.877930
	Iteration 10Q: 3 clusters Score -1.104777e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 88996 members 
Entering Unmasked Estep 
Score: -11048088.000000 Penalty: 5719.877930
	Iteration 11Q: 3 clusters Score -1.104809e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 89766 members 
Entering Unmasked Estep 
Score: -11048222.000000 Penalty: 5719.877930
	Iteration 12Q: 3 clusters Score -1.104822e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 90378 members 
Entering Unmasked Estep 
Score: -11048309.000000 Penalty: 5719.877930
	Iteration 13Q: 3 clusters Score -1.104831e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 90859 members 
Entering Unmasked Estep 
Score: -11048406.000000 Penalty: 5719.877930
	Iteration 14Q: 3 clusters Score -1.104841e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 91215 members 
Entering Unmasked Estep 
Score: -11048447.000000 Penalty: 5719.877930
	Iteration 15Q: 3 clusters Score -1.104845e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 91494 members 
Entering Unmasked Estep 
Score: -11048441.000000 Penalty: 5719.877930
	Iteration 16Q: 3 clusters Score -1.104844e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 91706 members 
Entering Unmasked Estep 
Score: -11048464.000000 Penalty: 5719.877930
	Iteration 17Q: 3 clusters Score -1.104846e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 91868 members 
Entering Unmasked Estep 
Score: -11048536.000000 Penalty: 5719.877930
	Iteration 18Q: 3 clusters Score -1.104854e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 92000 members 
Entering Unmasked Estep 
Score: -11048539.000000 Penalty: 5719.877930
	Iteration 19Q: 3 clusters Score -1.104854e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 92125 members 
Entering Unmasked Estep 
Score: -11048554.000000 Penalty: 5719.877930
	Iteration 20F: 3 clusters Score -1.104855e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 92213 members 
Entering Unmasked Estep 
Score: -11048570.000000 Penalty: 5719.877930
	Iteration 21Q: 3 clusters Score -1.104857e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 92295 members 
Entering Unmasked Estep 
Score: -11048551.000000 Penalty: 5719.877930
	Iteration 22Q: 3 clusters Score -1.104855e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 92369 members 
Entering Unmasked Estep 
Score: -11048555.000000 Penalty: 5719.877930
	Iteration 23Q: 3 clusters Score -1.104856e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 92430 members 
Entering Unmasked Estep 
Score: -11048554.000000 Penalty: 5719.877930
	Iteration 24Q: 3 clusters Score -1.104855e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 92474 members 
Entering Unmasked Estep 
Score: -11048560.000000 Penalty: 5719.877930
	Iteration 25Q: 3 clusters Score -1.104856e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 92506 members 
Entering Unmasked Estep 
Score: -11048559.000000 Penalty: 5719.877930
	Iteration 26Q: 3 clusters Score -1.104856e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 92529 members 
Entering Unmasked Estep 
Score: -11048552.000000 Penalty: 5719.877930
	Iteration 27Q: 3 clusters Score -1.104855e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 92548 members 
Entering Unmasked Estep 
Score: -11048548.000000 Penalty: 5719.877930
	Iteration 28Q: 3 clusters Score -1.104855e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 92562 members 
Entering Unmasked Estep 
Score: -11048558.000000 Penalty: 5719.877930
	Iteration 29Q: 3 clusters Score -1.104856e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 92577 members 
Entering Unmasked Estep 
Score: -11048549.000000 Penalty: 5719.877930
	Iteration 30Q: 3 clusters Score -1.104855e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 92589 members 
Entering Unmasked Estep 
Score: -11048563.000000 Penalty: 5719.877930
	Iteration 31Q: 3 clusters Score -1.104856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 92595 members 
Entering Unmasked Estep 
Score: -11048565.000000 Penalty: 5719.877930
	Iteration 32Q: 3 clusters Score -1.104856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 92602 members 
Entering Unmasked Estep 
Score: -11048555.000000 Penalty: 5719.877930
	Iteration 33Q: 3 clusters Score -1.104856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 92608 members 
Entering Unmasked Estep 
Score: -11048562.000000 Penalty: 5719.877930
	Iteration 34Q: 3 clusters Score -1.104856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 92616 members 
Entering Unmasked Estep 
Score: -11048559.000000 Penalty: 5719.877930
	Iteration 35Q: 3 clusters Score -1.104856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 92624 members 
Entering Unmasked Estep 
Score: -11048547.000000 Penalty: 5719.877930
	Iteration 36Q: 3 clusters Score -1.104855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 92630 members 
Entering Unmasked Estep 
Score: -11048559.000000 Penalty: 5719.877930
	Iteration 37Q: 3 clusters Score -1.104856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 92635 members 
Entering Unmasked Estep 
Score: -11048553.000000 Penalty: 5719.877930
	Iteration 38Q: 3 clusters Score -1.104855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 92638 members 
Entering Unmasked Estep 
Score: -11048558.000000 Penalty: 5719.877930
	Iteration 39Q: 3 clusters Score -1.104856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 92641 members 
Entering Unmasked Estep 
Score: -11048554.000000 Penalty: 5719.877930
	Iteration 40F: 3 clusters Score -1.104855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 92644 members 
Entering Unmasked Estep 
Score: -11048561.000000 Penalty: 5719.877930
	Iteration 41Q: 3 clusters Score -1.104856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 92646 members 
Entering Unmasked Estep 
Score: -11048560.000000 Penalty: 5719.877930
	Iteration 42Q: 3 clusters Score -1.104856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 92648 members 
Entering Unmasked Estep 
Score: -11048558.000000 Penalty: 5719.877930
	Iteration 43Q: 3 clusters Score -1.104856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 92650 members 
Entering Unmasked Estep 
Score: -11048552.000000 Penalty: 5719.877930
	Iteration 44Q: 3 clusters Score -1.104855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 92651 members 
Entering Unmasked Estep 
Score: -11048561.000000 Penalty: 5719.877930
	Iteration 45Q: 3 clusters Score -1.104856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 92652 members 
Entering Unmasked Estep 
Score: -11048555.000000 Penalty: 5719.877930
	Iteration 46Q: 3 clusters Score -1.104856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 92654 members 
Entering Unmasked Estep 
Score: -11048554.000000 Penalty: 5719.877930
	Iteration 47Q: 3 clusters Score -1.104855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 92657 members 
Entering Unmasked Estep 
Score: -11048543.000000 Penalty: 5719.877930
	Iteration 48Q: 3 clusters Score -1.104854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 92662 members 
Entering Unmasked Estep 
Score: -11048553.000000 Penalty: 5719.877930
	Iteration 49Q: 3 clusters Score -1.104855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 92664 members 
Entering Unmasked Estep 
Score: -11048549.000000 Penalty: 5719.877930
	Iteration 50Q: 3 clusters Score -1.104855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 92667 members 
Entering Unmasked Estep 
Score: -11048569.000000 Penalty: 5719.877930
	Iteration 51Q: 3 clusters Score -1.104857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 92670 members 
Entering Unmasked Estep 
Score: -11048565.000000 Penalty: 5719.877930
	Iteration 52Q: 3 clusters Score -1.104856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 92672 members 
Entering Unmasked Estep 
Score: -11048560.000000 Penalty: 5719.877930
	Iteration 53Q: 3 clusters Score -1.104856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 92673 members 
Entering Unmasked Estep 
Score: -11048550.000000 Penalty: 5719.877930
	Iteration 54Q: 3 clusters Score -1.104855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 92673 members 
Entering Unmasked Estep 
Score: -11048550.000000 Penalty: 5719.877930
	Iteration 55F: 3 clusters Score -1.104855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 8203 members 
Mstep: Class 3 contains 9254 members 
Mstep: Class 4 contains 78254 members 
Mstep: Class 5 contains 79804 members 
Mstep: Class 6 contains 17584 members 
Mstep: Class 7 contains 29554 members 
Mstep: Class 8 contains 11561 members 
Mstep: Class 9 contains 51551 members 
Mstep: Class 10 contains 1227 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 22362 members 
Mstep: Class 13 contains 31855 members 
Mstep: Class 14 contains 53093 members 
Mstep: Class 15 contains 45762 members 
Mstep: Class 16 contains 45957 members 
Mstep: Class 17 contains 10298 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 25132 members 
Mstep: Class 20 contains 19175 members 
Mstep: Class 21 contains 92673 members 
Entering Unmasked Estep 
Score: -64518740.000000 Penalty: 69693.304688
Splitting cluster 3 changes total score from -64487004.000000 to -64518740.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (78254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78254 members 
Entering Unmasked Estep 
Score: -8435951.000000 Penalty: 2794.393555
	Iteration 0F: 2 clusters Score -8435951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -8383392.000000 Penalty: 5588.787109
	Iteration 0F: 3 clusters Score -8383392 nChanged 36753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -8404143.000000 Penalty: 5588.787109
	Iteration 1F: 3 clusters Score -8404143 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -8404885.000000 Penalty: 5588.787109
	Iteration 2Q: 3 clusters Score -8404885 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -8405818.000000 Penalty: 5588.787109
	Iteration 3Q: 3 clusters Score -8405818 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44234 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -8406986.000000 Penalty: 5588.787109
	Iteration 4Q: 3 clusters Score -8406986 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -8408857.000000 Penalty: 5588.787109
	Iteration 5Q: 3 clusters Score -8408857 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -8411696.000000 Penalty: 5588.787109
	Iteration 6F: 3 clusters Score -8411696 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54773 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -8416207.000000 Penalty: 5588.787109
	Iteration 7F: 3 clusters Score -8416207 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59825 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -8422071.000000 Penalty: 5588.787109
	Iteration 8F: 3 clusters Score -8422071 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64417 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -8428362.000000 Penalty: 5588.787109
	Iteration 9F: 3 clusters Score -8428362 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67407 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -8433406.000000 Penalty: 5588.787109
	Iteration 10F: 3 clusters Score -8433406 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68662 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -8437321.000000 Penalty: 5588.787109
	Iteration 11Q: 3 clusters Score -8437321 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68718 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -8439541.000000 Penalty: 5588.787109
	Iteration 12Q: 3 clusters Score -8439541 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68337 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -8440727.000000 Penalty: 5588.787109
	Iteration 13Q: 3 clusters Score -8440727 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67850 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -8441369.000000 Penalty: 5588.787109
	Iteration 14Q: 3 clusters Score -8441369 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67336 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -8441791.000000 Penalty: 5588.787109
	Iteration 15Q: 3 clusters Score -8441791 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66864 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -8442013.000000 Penalty: 5588.787109
	Iteration 16Q: 3 clusters Score -8442013 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66423 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -8442134.000000 Penalty: 5588.787109
	Iteration 17Q: 3 clusters Score -8442134 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66046 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -8442218.000000 Penalty: 5588.787109
	Iteration 18Q: 3 clusters Score -8442218 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65690 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -8442278.000000 Penalty: 5588.787109
	Iteration 19Q: 3 clusters Score -8442278 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65391 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -8442312.000000 Penalty: 5588.787109
	Iteration 20F: 3 clusters Score -8442312 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65128 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -8442353.000000 Penalty: 5588.787109
	Iteration 21Q: 3 clusters Score -8442353 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64878 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -8442383.000000 Penalty: 5588.787109
	Iteration 22Q: 3 clusters Score -8442383 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64659 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -8442419.000000 Penalty: 5588.787109
	Iteration 23Q: 3 clusters Score -8442419 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64456 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -8442460.000000 Penalty: 5588.787109
	Iteration 24Q: 3 clusters Score -8442460 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64246 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -8442503.000000 Penalty: 5588.787109
	Iteration 25Q: 3 clusters Score -8442503 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64023 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -8442498.000000 Penalty: 5588.787109
	Iteration 26Q: 3 clusters Score -8442498 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63827 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -8442556.000000 Penalty: 5588.787109
	Iteration 27Q: 3 clusters Score -8442556 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63653 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -8442562.000000 Penalty: 5588.787109
	Iteration 28Q: 3 clusters Score -8442562 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63506 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -8442563.000000 Penalty: 5588.787109
	Iteration 29Q: 3 clusters Score -8442563 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63367 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -8442572.000000 Penalty: 5588.787109
	Iteration 30Q: 3 clusters Score -8442572 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63229 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -8442585.000000 Penalty: 5588.787109
	Iteration 31Q: 3 clusters Score -8442585 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63109 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -8442591.000000 Penalty: 5588.787109
	Iteration 32Q: 3 clusters Score -8442591 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62986 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -8442598.000000 Penalty: 5588.787109
	Iteration 33Q: 3 clusters Score -8442598 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62864 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -8442626.000000 Penalty: 5588.787109
	Iteration 34Q: 3 clusters Score -8442626 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62763 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -8442624.000000 Penalty: 5588.787109
	Iteration 35Q: 3 clusters Score -8442624 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62670 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -8442636.000000 Penalty: 5588.787109
	Iteration 36Q: 3 clusters Score -8442636 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62569 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -8442645.000000 Penalty: 5588.787109
	Iteration 37Q: 3 clusters Score -8442645 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62439 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -8442668.000000 Penalty: 5588.787109
	Iteration 38Q: 3 clusters Score -8442668 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62307 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -8442662.000000 Penalty: 5588.787109
	Iteration 39Q: 3 clusters Score -8442662 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62183 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -8442689.000000 Penalty: 5588.787109
	Iteration 40F: 3 clusters Score -8442689 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62044 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -8442695.000000 Penalty: 5588.787109
	Iteration 41Q: 3 clusters Score -8442695 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61897 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -8442728.000000 Penalty: 5588.787109
	Iteration 42Q: 3 clusters Score -8442728 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61744 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -8442756.000000 Penalty: 5588.787109
	Iteration 43Q: 3 clusters Score -8442756 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61575 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -8442752.000000 Penalty: 5588.787109
	Iteration 44Q: 3 clusters Score -8442752 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61403 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -8442736.000000 Penalty: 5588.787109
	Iteration 45Q: 3 clusters Score -8442736 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61252 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -8442769.000000 Penalty: 5588.787109
	Iteration 46Q: 3 clusters Score -8442769 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61110 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -8442783.000000 Penalty: 5588.787109
	Iteration 47Q: 3 clusters Score -8442783 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60973 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -8442754.000000 Penalty: 5588.787109
	Iteration 48Q: 3 clusters Score -8442754 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60857 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -8442772.000000 Penalty: 5588.787109
	Iteration 49Q: 3 clusters Score -8442772 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60725 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -8442756.000000 Penalty: 5588.787109
	Iteration 50Q: 3 clusters Score -8442756 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60606 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -8442779.000000 Penalty: 5588.787109
	Iteration 51Q: 3 clusters Score -8442779 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60464 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -8442809.000000 Penalty: 5588.787109
	Iteration 52Q: 3 clusters Score -8442809 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60310 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -8442843.000000 Penalty: 5588.787109
	Iteration 53Q: 3 clusters Score -8442843 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60166 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -8442842.000000 Penalty: 5588.787109
	Iteration 54Q: 3 clusters Score -8442842 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60011 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -8442848.000000 Penalty: 5588.787109
	Iteration 55Q: 3 clusters Score -8442848 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59833 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -8442878.000000 Penalty: 5588.787109
	Iteration 56Q: 3 clusters Score -8442878 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59620 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -8442903.000000 Penalty: 5588.787109
	Iteration 57Q: 3 clusters Score -8442903 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59399 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -8442930.000000 Penalty: 5588.787109
	Iteration 58Q: 3 clusters Score -8442930 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59167 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -8442939.000000 Penalty: 5588.787109
	Iteration 59Q: 3 clusters Score -8442939 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58935 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -8442976.000000 Penalty: 5588.787109
	Iteration 60F: 3 clusters Score -8442976 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58668 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -8443007.000000 Penalty: 5588.787109
	Iteration 61Q: 3 clusters Score -8443007 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58367 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -8443063.000000 Penalty: 5588.787109
	Iteration 62Q: 3 clusters Score -8443063 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58044 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -8443131.000000 Penalty: 5588.787109
	Iteration 63Q: 3 clusters Score -8443131 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57674 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -8443229.000000 Penalty: 5588.787109
	Iteration 64Q: 3 clusters Score -8443229 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57243 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -8443334.000000 Penalty: 5588.787109
	Iteration 65Q: 3 clusters Score -8443334 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56727 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -8443507.000000 Penalty: 5588.787109
	Iteration 66Q: 3 clusters Score -8443507 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -8443748.000000 Penalty: 5588.787109
	Iteration 67Q: 3 clusters Score -8443748 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55251 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -8444174.000000 Penalty: 5588.787109
	Iteration 68Q: 3 clusters Score -8444174 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54229 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -8444716.000000 Penalty: 5588.787109
	Iteration 69Q: 3 clusters Score -8444716 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52974 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -8445506.000000 Penalty: 5588.787109
	Iteration 70Q: 3 clusters Score -8445506 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51557 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -8446449.000000 Penalty: 5588.787109
	Iteration 71Q: 3 clusters Score -8446449 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50121 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -8447391.000000 Penalty: 5588.787109
	Iteration 72Q: 3 clusters Score -8447391 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48756 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -8448174.000000 Penalty: 5588.787109
	Iteration 73Q: 3 clusters Score -8448174 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47528 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -8448731.000000 Penalty: 5588.787109
	Iteration 74Q: 3 clusters Score -8448731 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -8449113.000000 Penalty: 5588.787109
	Iteration 75Q: 3 clusters Score -8449113 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -8449370.000000 Penalty: 5588.787109
	Iteration 76Q: 3 clusters Score -8449370 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -8449586.000000 Penalty: 5588.787109
	Iteration 77Q: 3 clusters Score -8449586 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -8449695.000000 Penalty: 5588.787109
	Iteration 78Q: 3 clusters Score -8449695 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -8449802.000000 Penalty: 5588.787109
	Iteration 79Q: 3 clusters Score -8449802 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -8449963.000000 Penalty: 5588.787109
	Iteration 80F: 3 clusters Score -8449963 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -8450049.000000 Penalty: 5588.787109
	Iteration 81Q: 3 clusters Score -8450049 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -8450125.000000 Penalty: 5588.787109
	Iteration 82Q: 3 clusters Score -8450125 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -8450209.000000 Penalty: 5588.787109
	Iteration 83Q: 3 clusters Score -8450209 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -8450268.000000 Penalty: 5588.787109
	Iteration 84Q: 3 clusters Score -8450268 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -8450315.000000 Penalty: 5588.787109
	Iteration 85Q: 3 clusters Score -8450315 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -8450384.000000 Penalty: 5588.787109
	Iteration 86Q: 3 clusters Score -8450384 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -8450416.000000 Penalty: 5588.787109
	Iteration 87Q: 3 clusters Score -8450416 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -8450449.000000 Penalty: 5588.787109
	Iteration 88Q: 3 clusters Score -8450449 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -8450483.000000 Penalty: 5588.787109
	Iteration 89Q: 3 clusters Score -8450483 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -8450500.000000 Penalty: 5588.787109
	Iteration 90Q: 3 clusters Score -8450500 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -8450552.000000 Penalty: 5588.787109
	Iteration 91Q: 3 clusters Score -8450552 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -8450579.000000 Penalty: 5588.787109
	Iteration 92Q: 3 clusters Score -8450579 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -8450616.000000 Penalty: 5588.787109
	Iteration 93Q: 3 clusters Score -8450616 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -8450646.000000 Penalty: 5588.787109
	Iteration 94Q: 3 clusters Score -8450646 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -8450628.000000 Penalty: 5588.787109
	Iteration 95Q: 3 clusters Score -8450628 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -8450645.000000 Penalty: 5588.787109
	Iteration 96Q: 3 clusters Score -8450645 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -8450665.000000 Penalty: 5588.787109
	Iteration 97Q: 3 clusters Score -8450665 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -8450665.000000 Penalty: 5588.787109
	Iteration 98Q: 3 clusters Score -8450665 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
Score: -8450692.000000 Penalty: 5588.787109
	Iteration 99Q: 3 clusters Score -8450692 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -8450704.000000 Penalty: 5588.787109
	Iteration 100F: 3 clusters Score -8450704 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -8450730.000000 Penalty: 5588.787109
	Iteration 101Q: 3 clusters Score -8450730 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -8450743.000000 Penalty: 5588.787109
	Iteration 102Q: 3 clusters Score -8450743 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -8450781.000000 Penalty: 5588.787109
	Iteration 103Q: 3 clusters Score -8450781 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -8450808.000000 Penalty: 5588.787109
	Iteration 104Q: 3 clusters Score -8450808 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -8450836.000000 Penalty: 5588.787109
	Iteration 105Q: 3 clusters Score -8450836 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -8450857.000000 Penalty: 5588.787109
	Iteration 106Q: 3 clusters Score -8450857 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -8450971.000000 Penalty: 5588.787109
	Iteration 107Q: 3 clusters Score -8450971 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -8451050.000000 Penalty: 5588.787109
	Iteration 108Q: 3 clusters Score -8451050 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -8451085.000000 Penalty: 5588.787109
	Iteration 109Q: 3 clusters Score -8451085 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -8451097.000000 Penalty: 5588.787109
	Iteration 110Q: 3 clusters Score -8451097 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -8451144.000000 Penalty: 5588.787109
	Iteration 111Q: 3 clusters Score -8451144 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -8451182.000000 Penalty: 5588.787109
	Iteration 112Q: 3 clusters Score -8451182 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 43713 members 
Entering Unmasked Estep 
Score: -8451199.000000 Penalty: 5588.787109
	Iteration 113Q: 3 clusters Score -8451199 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -8451198.000000 Penalty: 5588.787109
	Iteration 114Q: 3 clusters Score -8451198 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -8451255.000000 Penalty: 5588.787109
	Iteration 115Q: 3 clusters Score -8451255 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -8451322.000000 Penalty: 5588.787109
	Iteration 116Q: 3 clusters Score -8451322 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -8451374.000000 Penalty: 5588.787109
	Iteration 117Q: 3 clusters Score -8451374 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -8451389.000000 Penalty: 5588.787109
	Iteration 118Q: 3 clusters Score -8451389 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 45131 members 
Entering Unmasked Estep 
Score: -8451405.000000 Penalty: 5588.787109
	Iteration 119Q: 3 clusters Score -8451405 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -8451406.000000 Penalty: 5588.787109
	Iteration 120F: 3 clusters Score -8451406 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -8451427.000000 Penalty: 5588.787109
	Iteration 121Q: 3 clusters Score -8451427 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 45602 members 
Entering Unmasked Estep 
Score: -8451449.000000 Penalty: 5588.787109
	Iteration 122Q: 3 clusters Score -8451449 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 45736 members 
Entering Unmasked Estep 
Score: -8451454.000000 Penalty: 5588.787109
	Iteration 123Q: 3 clusters Score -8451454 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -8451462.000000 Penalty: 5588.787109
	Iteration 124Q: 3 clusters Score -8451462 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -8451468.000000 Penalty: 5588.787109
	Iteration 125Q: 3 clusters Score -8451468 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -8451497.000000 Penalty: 5588.787109
	Iteration 126Q: 3 clusters Score -8451497 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -8451497.000000 Penalty: 5588.787109
	Iteration 127Q: 3 clusters Score -8451497 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -8451518.000000 Penalty: 5588.787109
	Iteration 128Q: 3 clusters Score -8451518 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 46264 members 
Entering Unmasked Estep 
Score: -8451540.000000 Penalty: 5588.787109
	Iteration 129Q: 3 clusters Score -8451540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -8451528.000000 Penalty: 5588.787109
	Iteration 130Q: 3 clusters Score -8451528 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -8451548.000000 Penalty: 5588.787109
	Iteration 131Q: 3 clusters Score -8451548 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 46391 members 
Entering Unmasked Estep 
Score: -8451533.000000 Penalty: 5588.787109
	Iteration 132Q: 3 clusters Score -8451533 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -8451536.000000 Penalty: 5588.787109
	Iteration 133Q: 3 clusters Score -8451536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 46444 members 
Entering Unmasked Estep 
Score: -8451533.000000 Penalty: 5588.787109
	Iteration 134Q: 3 clusters Score -8451533 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 46474 members 
Entering Unmasked Estep 
Score: -8451534.000000 Penalty: 5588.787109
	Iteration 135Q: 3 clusters Score -8451534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -8451529.000000 Penalty: 5588.787109
	Iteration 136Q: 3 clusters Score -8451529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -8451528.000000 Penalty: 5588.787109
	Iteration 137Q: 3 clusters Score -8451528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -8451524.000000 Penalty: 5588.787109
	Iteration 138Q: 3 clusters Score -8451524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -8451536.000000 Penalty: 5588.787109
	Iteration 139Q: 3 clusters Score -8451536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -8451539.000000 Penalty: 5588.787109
	Iteration 140F: 3 clusters Score -8451539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -8451534.000000 Penalty: 5588.787109
	Iteration 141Q: 3 clusters Score -8451534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -8451533.000000 Penalty: 5588.787109
	Iteration 142Q: 3 clusters Score -8451533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 46571 members 
Entering Unmasked Estep 
Score: -8451532.000000 Penalty: 5588.787109
	Iteration 143Q: 3 clusters Score -8451532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 46573 members 
Entering Unmasked Estep 
Score: -8451536.000000 Penalty: 5588.787109
	Iteration 144Q: 3 clusters Score -8451536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 46574 members 
Entering Unmasked Estep 
Score: -8451537.000000 Penalty: 5588.787109
	Iteration 145Q: 3 clusters Score -8451537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -8451535.000000 Penalty: 5588.787109
	Iteration 146Q: 3 clusters Score -8451535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
Score: -8451532.000000 Penalty: 5588.787109
	Iteration 147Q: 3 clusters Score -8451532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
Score: -8451532.000000 Penalty: 5588.787109
	Iteration 148F: 3 clusters Score -8451532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 8203 members 
Mstep: Class 3 contains 9254 members 
Mstep: Class 4 contains 31675 members 
Mstep: Class 5 contains 79804 members 
Mstep: Class 6 contains 17584 members 
Mstep: Class 7 contains 29554 members 
Mstep: Class 8 contains 11561 members 
Mstep: Class 9 contains 51551 members 
Mstep: Class 10 contains 1227 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 22362 members 
Mstep: Class 13 contains 31855 members 
Mstep: Class 14 contains 53093 members 
Mstep: Class 15 contains 45762 members 
Mstep: Class 16 contains 45957 members 
Mstep: Class 17 contains 10298 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 25132 members 
Mstep: Class 20 contains 19175 members 
Mstep: Class 21 contains 92673 members 
Mstep: Class 22 contains 46579 members 
Entering Unmasked Estep 
Score: -64534284.000000 Penalty: 73012.031250
Splitting cluster 4 changes total score from -64487004.000000 to -64534284.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (79804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79804 members 
Entering Unmasked Estep 
Score: -8461862.000000 Penalty: 2799.257568
	Iteration 0F: 2 clusters Score -8461862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -8408378.000000 Penalty: 5598.515137
	Iteration 0F: 3 clusters Score -8408378 nChanged 37528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -8431317.000000 Penalty: 5598.515137
	Iteration 1F: 3 clusters Score -8431317 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -8436188.000000 Penalty: 5598.515137
	Iteration 2F: 3 clusters Score -8436188 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -8448169.000000 Penalty: 5598.515137
	Iteration 3F: 3 clusters Score -8448169 nChanged 10025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 42991 members 
Entering Unmasked Estep 
Score: -8467301.000000 Penalty: 5598.515137
	Iteration 4F: 3 clusters Score -8467301 nChanged 8441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -8481005.000000 Penalty: 5598.515137
	Iteration 5F: 3 clusters Score -8481005 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -8488100.000000 Penalty: 5598.515137
	Iteration 6F: 3 clusters Score -8488100 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 39601 members 
Entering Unmasked Estep 
Score: -8490622.000000 Penalty: 5598.515137
	Iteration 7Q: 3 clusters Score -8490622 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
Score: -8491308.000000 Penalty: 5598.515137
	Iteration 8Q: 3 clusters Score -8491308 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -8491539.000000 Penalty: 5598.515137
	Iteration 9Q: 3 clusters Score -8491539 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -8491639.000000 Penalty: 5598.515137
	Iteration 10Q: 3 clusters Score -8491639 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -8491666.000000 Penalty: 5598.515137
	Iteration 11Q: 3 clusters Score -8491666 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -8491658.000000 Penalty: 5598.515137
	Iteration 12Q: 3 clusters Score -8491658 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -8491643.000000 Penalty: 5598.515137
	Iteration 13Q: 3 clusters Score -8491643 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -8491651.000000 Penalty: 5598.515137
	Iteration 14Q: 3 clusters Score -8491651 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -8491663.000000 Penalty: 5598.515137
	Iteration 15Q: 3 clusters Score -8491663 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -8491674.000000 Penalty: 5598.515137
	Iteration 16Q: 3 clusters Score -8491674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -8491677.000000 Penalty: 5598.515137
	Iteration 17Q: 3 clusters Score -8491677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -8491678.000000 Penalty: 5598.515137
	Iteration 18Q: 3 clusters Score -8491678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -8491685.000000 Penalty: 5598.515137
	Iteration 19Q: 3 clusters Score -8491685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -8491685.000000 Penalty: 5598.515137
	Iteration 20F: 3 clusters Score -8491685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -8491679.000000 Penalty: 5598.515137
	Iteration 21Q: 3 clusters Score -8491679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -8491680.000000 Penalty: 5598.515137
	Iteration 22Q: 3 clusters Score -8491680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -8491681.000000 Penalty: 5598.515137
	Iteration 23Q: 3 clusters Score -8491681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -8491683.000000 Penalty: 5598.515137
	Iteration 24Q: 3 clusters Score -8491683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -8491684.000000 Penalty: 5598.515137
	Iteration 25Q: 3 clusters Score -8491684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -8491684.000000 Penalty: 5598.515137
	Iteration 26F: 3 clusters Score -8491684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 8203 members 
Mstep: Class 3 contains 9254 members 
Mstep: Class 4 contains 31675 members 
Mstep: Class 5 contains 40269 members 
Mstep: Class 6 contains 17584 members 
Mstep: Class 7 contains 29554 members 
Mstep: Class 8 contains 11561 members 
Mstep: Class 9 contains 51551 members 
Mstep: Class 10 contains 1227 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 22362 members 
Mstep: Class 13 contains 31855 members 
Mstep: Class 14 contains 53093 members 
Mstep: Class 15 contains 45762 members 
Mstep: Class 16 contains 45957 members 
Mstep: Class 17 contains 10298 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 25132 members 
Mstep: Class 20 contains 19175 members 
Mstep: Class 21 contains 92673 members 
Mstep: Class 22 contains 46579 members 
Mstep: Class 23 contains 39535 members 
Entering Unmasked Estep 
Score: -64563560.000000 Penalty: 76330.757812
Splitting cluster 5 changes total score from -64487004.000000 to -64563560.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (17584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Entering Unmasked Estep 
Score: -1554709.875000 Penalty: 2424.136719
	Iteration 0F: 2 clusters Score -1554710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1542182.625000 Penalty: 4848.273438
	Iteration 0F: 3 clusters Score -1542183 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1547024.250000 Penalty: 4848.273438
	Iteration 1F: 3 clusters Score -1547024 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1548008.625000 Penalty: 4848.273438
	Iteration 2F: 3 clusters Score -1548009 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1548776.625000 Penalty: 4848.273438
	Iteration 3F: 3 clusters Score -1548777 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1549378.000000 Penalty: 4848.273438
	Iteration 4F: 3 clusters Score -1549378 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1549865.875000 Penalty: 4848.273438
	Iteration 5F: 3 clusters Score -1549866 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1550283.750000 Penalty: 4848.273438
	Iteration 6Q: 3 clusters Score -1550284 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1550627.250000 Penalty: 4848.273438
	Iteration 7Q: 3 clusters Score -1550627 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1550933.500000 Penalty: 4848.273438
	Iteration 8Q: 3 clusters Score -1550934 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1551215.250000 Penalty: 4848.273438
	Iteration 9Q: 3 clusters Score -1551215 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1551433.875000 Penalty: 4848.273438
	Iteration 10Q: 3 clusters Score -1551434 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1551575.000000 Penalty: 4848.273438
	Iteration 11Q: 3 clusters Score -1551575 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1551685.250000 Penalty: 4848.273438
	Iteration 12Q: 3 clusters Score -1551685 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1551769.875000 Penalty: 4848.273438
	Iteration 13Q: 3 clusters Score -1551770 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1551843.750000 Penalty: 4848.273438
	Iteration 14Q: 3 clusters Score -1551844 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1551908.000000 Penalty: 4848.273438
	Iteration 15Q: 3 clusters Score -1551908 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1551954.500000 Penalty: 4848.273438
	Iteration 16Q: 3 clusters Score -1551954 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1552015.750000 Penalty: 4848.273438
	Iteration 17Q: 3 clusters Score -1552016 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1552073.375000 Penalty: 4848.273438
	Iteration 18Q: 3 clusters Score -1552073 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1552120.000000 Penalty: 4848.273438
	Iteration 19Q: 3 clusters Score -1552120 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1552161.250000 Penalty: 4848.273438
	Iteration 20F: 3 clusters Score -1552161 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1552219.125000 Penalty: 4848.273438
	Iteration 21Q: 3 clusters Score -1552219 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1552274.875000 Penalty: 4848.273438
	Iteration 22Q: 3 clusters Score -1552275 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1552321.750000 Penalty: 4848.273438
	Iteration 23Q: 3 clusters Score -1552322 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1552368.250000 Penalty: 4848.273438
	Iteration 24Q: 3 clusters Score -1552368 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1552413.500000 Penalty: 4848.273438
	Iteration 25Q: 3 clusters Score -1552414 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1552458.375000 Penalty: 4848.273438
	Iteration 26Q: 3 clusters Score -1552458 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1552497.875000 Penalty: 4848.273438
	Iteration 27Q: 3 clusters Score -1552498 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1552554.125000 Penalty: 4848.273438
	Iteration 28Q: 3 clusters Score -1552554 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1552608.500000 Penalty: 4848.273438
	Iteration 29Q: 3 clusters Score -1552608 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1552681.250000 Penalty: 4848.273438
	Iteration 30Q: 3 clusters Score -1552681 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1552745.500000 Penalty: 4848.273438
	Iteration 31Q: 3 clusters Score -1552746 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1552795.625000 Penalty: 4848.273438
	Iteration 32Q: 3 clusters Score -1552796 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1552851.000000 Penalty: 4848.273438
	Iteration 33Q: 3 clusters Score -1552851 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1552932.375000 Penalty: 4848.273438
	Iteration 34Q: 3 clusters Score -1552932 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1553004.625000 Penalty: 4848.273438
	Iteration 35Q: 3 clusters Score -1553005 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1553062.500000 Penalty: 4848.273438
	Iteration 36Q: 3 clusters Score -1553062 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1553133.875000 Penalty: 4848.273438
	Iteration 37Q: 3 clusters Score -1553134 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1553207.250000 Penalty: 4848.273438
	Iteration 38Q: 3 clusters Score -1553207 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1553290.125000 Penalty: 4848.273438
	Iteration 39Q: 3 clusters Score -1553290 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1553358.875000 Penalty: 4848.273438
	Iteration 40F: 3 clusters Score -1553359 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1553408.375000 Penalty: 4848.273438
	Iteration 41Q: 3 clusters Score -1553408 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1553445.500000 Penalty: 4848.273438
	Iteration 42Q: 3 clusters Score -1553446 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1553466.500000 Penalty: 4848.273438
	Iteration 43Q: 3 clusters Score -1553466 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1553489.625000 Penalty: 4848.273438
	Iteration 44Q: 3 clusters Score -1553490 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1553513.375000 Penalty: 4848.273438
	Iteration 45Q: 3 clusters Score -1553513 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1553538.125000 Penalty: 4848.273438
	Iteration 46Q: 3 clusters Score -1553538 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1553552.750000 Penalty: 4848.273438
	Iteration 47Q: 3 clusters Score -1553553 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1553561.375000 Penalty: 4848.273438
	Iteration 48Q: 3 clusters Score -1553561 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1553575.125000 Penalty: 4848.273438
	Iteration 49Q: 3 clusters Score -1553575 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1553584.250000 Penalty: 4848.273438
	Iteration 50Q: 3 clusters Score -1553584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1553586.125000 Penalty: 4848.273438
	Iteration 51Q: 3 clusters Score -1553586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1553593.875000 Penalty: 4848.273438
	Iteration 52Q: 3 clusters Score -1553594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1553595.375000 Penalty: 4848.273438
	Iteration 53Q: 3 clusters Score -1553595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1553610.875000 Penalty: 4848.273438
	Iteration 54Q: 3 clusters Score -1553611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1553617.750000 Penalty: 4848.273438
	Iteration 55Q: 3 clusters Score -1553618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1553625.250000 Penalty: 4848.273438
	Iteration 56Q: 3 clusters Score -1553625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1553631.750000 Penalty: 4848.273438
	Iteration 57Q: 3 clusters Score -1553632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1553637.125000 Penalty: 4848.273438
	Iteration 58Q: 3 clusters Score -1553637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1553639.750000 Penalty: 4848.273438
	Iteration 59Q: 3 clusters Score -1553640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1553648.125000 Penalty: 4848.273438
	Iteration 60F: 3 clusters Score -1553648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1553648.750000 Penalty: 4848.273438
	Iteration 61Q: 3 clusters Score -1553649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1553647.750000 Penalty: 4848.273438
	Iteration 62Q: 3 clusters Score -1553648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1553649.500000 Penalty: 4848.273438
	Iteration 63Q: 3 clusters Score -1553650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1553652.750000 Penalty: 4848.273438
	Iteration 64Q: 3 clusters Score -1553653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1553657.125000 Penalty: 4848.273438
	Iteration 65Q: 3 clusters Score -1553657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1553664.000000 Penalty: 4848.273438
	Iteration 66Q: 3 clusters Score -1553664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1553668.250000 Penalty: 4848.273438
	Iteration 67Q: 3 clusters Score -1553668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1553671.750000 Penalty: 4848.273438
	Iteration 68Q: 3 clusters Score -1553672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1553676.000000 Penalty: 4848.273438
	Iteration 69Q: 3 clusters Score -1553676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1553687.500000 Penalty: 4848.273438
	Iteration 70Q: 3 clusters Score -1553688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1553690.125000 Penalty: 4848.273438
	Iteration 71Q: 3 clusters Score -1553690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1553691.250000 Penalty: 4848.273438
	Iteration 72Q: 3 clusters Score -1553691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1553693.375000 Penalty: 4848.273438
	Iteration 73Q: 3 clusters Score -1553693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1553699.000000 Penalty: 4848.273438
	Iteration 74Q: 3 clusters Score -1553699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1553697.250000 Penalty: 4848.273438
	Iteration 75Q: 3 clusters Score -1553697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1553699.500000 Penalty: 4848.273438
	Iteration 76Q: 3 clusters Score -1553700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1553699.000000 Penalty: 4848.273438
	Iteration 77Q: 3 clusters Score -1553699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1553705.625000 Penalty: 4848.273438
	Iteration 78Q: 3 clusters Score -1553706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1553705.625000 Penalty: 4848.273438
	Iteration 79Q: 3 clusters Score -1553706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1553709.250000 Penalty: 4848.273438
	Iteration 80F: 3 clusters Score -1553709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1553714.750000 Penalty: 4848.273438
	Iteration 81Q: 3 clusters Score -1553715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1553721.250000 Penalty: 4848.273438
	Iteration 82Q: 3 clusters Score -1553721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1553723.125000 Penalty: 4848.273438
	Iteration 83Q: 3 clusters Score -1553723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1553724.875000 Penalty: 4848.273438
	Iteration 84Q: 3 clusters Score -1553725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1553724.875000 Penalty: 4848.273438
	Iteration 85Q: 3 clusters Score -1553725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1553727.625000 Penalty: 4848.273438
	Iteration 86Q: 3 clusters Score -1553728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1553726.375000 Penalty: 4848.273438
	Iteration 87Q: 3 clusters Score -1553726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1553729.000000 Penalty: 4848.273438
	Iteration 88Q: 3 clusters Score -1553729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1553729.250000 Penalty: 4848.273438
	Iteration 89Q: 3 clusters Score -1553729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1553730.750000 Penalty: 4848.273438
	Iteration 90Q: 3 clusters Score -1553731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1553730.750000 Penalty: 4848.273438
	Iteration 91F: 3 clusters Score -1553731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Entering Unmasked Estep 
Score: -2737521.500000 Penalty: 2552.905518
	Iteration 0F: 2 clusters Score -2737522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2717265.250000 Penalty: 5105.811035
	Iteration 0F: 3 clusters Score -2717265 nChanged 13364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -2725694.500000 Penalty: 5105.811035
	Iteration 1F: 3 clusters Score -2725694 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2728006.500000 Penalty: 5105.811035
	Iteration 2F: 3 clusters Score -2728006 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2730602.000000 Penalty: 5105.811035
	Iteration 3F: 3 clusters Score -2730602 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2732947.500000 Penalty: 5105.811035
	Iteration 4F: 3 clusters Score -2732948 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2734780.250000 Penalty: 5105.811035
	Iteration 5F: 3 clusters Score -2734780 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2736138.000000 Penalty: 5105.811035
	Iteration 6F: 3 clusters Score -2736138 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2737148.250000 Penalty: 5105.811035
	Iteration 7Q: 3 clusters Score -2737148 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2737973.000000 Penalty: 5105.811035
	Iteration 8Q: 3 clusters Score -2737973 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2738779.000000 Penalty: 5105.811035
	Iteration 9Q: 3 clusters Score -2738779 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2739548.750000 Penalty: 5105.811035
	Iteration 10Q: 3 clusters Score -2739549 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -2740085.000000 Penalty: 5105.811035
	Iteration 11Q: 3 clusters Score -2740085 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2740602.750000 Penalty: 5105.811035
	Iteration 12Q: 3 clusters Score -2740603 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2741014.750000 Penalty: 5105.811035
	Iteration 13Q: 3 clusters Score -2741015 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2741352.750000 Penalty: 5105.811035
	Iteration 14Q: 3 clusters Score -2741353 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2741600.000000 Penalty: 5105.811035
	Iteration 15Q: 3 clusters Score -2741600 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2741744.250000 Penalty: 5105.811035
	Iteration 16Q: 3 clusters Score -2741744 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2741848.000000 Penalty: 5105.811035
	Iteration 17Q: 3 clusters Score -2741848 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2741923.750000 Penalty: 5105.811035
	Iteration 18Q: 3 clusters Score -2741924 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -2741981.250000 Penalty: 5105.811035
	Iteration 19Q: 3 clusters Score -2741981 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2742017.250000 Penalty: 5105.811035
	Iteration 20F: 3 clusters Score -2742017 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2742045.500000 Penalty: 5105.811035
	Iteration 21Q: 3 clusters Score -2742046 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2742072.250000 Penalty: 5105.811035
	Iteration 22Q: 3 clusters Score -2742072 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2742100.250000 Penalty: 5105.811035
	Iteration 23Q: 3 clusters Score -2742100 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2742113.500000 Penalty: 5105.811035
	Iteration 24Q: 3 clusters Score -2742114 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2742141.000000 Penalty: 5105.811035
	Iteration 25Q: 3 clusters Score -2742141 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2742167.250000 Penalty: 5105.811035
	Iteration 26Q: 3 clusters Score -2742167 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2742187.500000 Penalty: 5105.811035
	Iteration 27Q: 3 clusters Score -2742188 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -2742200.250000 Penalty: 5105.811035
	Iteration 28Q: 3 clusters Score -2742200 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2742221.250000 Penalty: 5105.811035
	Iteration 29Q: 3 clusters Score -2742221 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2742230.000000 Penalty: 5105.811035
	Iteration 30Q: 3 clusters Score -2742230 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2742238.500000 Penalty: 5105.811035
	Iteration 31Q: 3 clusters Score -2742238 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2742261.750000 Penalty: 5105.811035
	Iteration 32Q: 3 clusters Score -2742262 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -2742263.500000 Penalty: 5105.811035
	Iteration 33Q: 3 clusters Score -2742264 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -2742280.750000 Penalty: 5105.811035
	Iteration 34Q: 3 clusters Score -2742281 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2742285.750000 Penalty: 5105.811035
	Iteration 35Q: 3 clusters Score -2742286 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -2742294.250000 Penalty: 5105.811035
	Iteration 36Q: 3 clusters Score -2742294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2742298.250000 Penalty: 5105.811035
	Iteration 37Q: 3 clusters Score -2742298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2742296.000000 Penalty: 5105.811035
	Iteration 38Q: 3 clusters Score -2742296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2742293.000000 Penalty: 5105.811035
	Iteration 39Q: 3 clusters Score -2742293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2742296.250000 Penalty: 5105.811035
	Iteration 40F: 3 clusters Score -2742296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -2742289.500000 Penalty: 5105.811035
	Iteration 41Q: 3 clusters Score -2742290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -2742288.500000 Penalty: 5105.811035
	Iteration 42Q: 3 clusters Score -2742288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2742296.750000 Penalty: 5105.811035
	Iteration 43Q: 3 clusters Score -2742297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2742294.750000 Penalty: 5105.811035
	Iteration 44Q: 3 clusters Score -2742295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2742297.000000 Penalty: 5105.811035
	Iteration 45Q: 3 clusters Score -2742297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2742297.250000 Penalty: 5105.811035
	Iteration 46Q: 3 clusters Score -2742297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2742300.500000 Penalty: 5105.811035
	Iteration 47Q: 3 clusters Score -2742300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2742299.250000 Penalty: 5105.811035
	Iteration 48Q: 3 clusters Score -2742299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2742311.500000 Penalty: 5105.811035
	Iteration 49Q: 3 clusters Score -2742312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2742293.000000 Penalty: 5105.811035
	Iteration 50Q: 3 clusters Score -2742293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2742294.000000 Penalty: 5105.811035
	Iteration 51Q: 3 clusters Score -2742294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -2742303.000000 Penalty: 5105.811035
	Iteration 52Q: 3 clusters Score -2742303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2742302.250000 Penalty: 5105.811035
	Iteration 53Q: 3 clusters Score -2742302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -2742299.750000 Penalty: 5105.811035
	Iteration 54Q: 3 clusters Score -2742300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -2742307.000000 Penalty: 5105.811035
	Iteration 55Q: 3 clusters Score -2742307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2742305.000000 Penalty: 5105.811035
	Iteration 56Q: 3 clusters Score -2742305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2742305.250000 Penalty: 5105.811035
	Iteration 57Q: 3 clusters Score -2742305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2742309.750000 Penalty: 5105.811035
	Iteration 58Q: 3 clusters Score -2742310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -2742308.000000 Penalty: 5105.811035
	Iteration 59Q: 3 clusters Score -2742308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2742309.750000 Penalty: 5105.811035
	Iteration 60F: 3 clusters Score -2742310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 8203 members 
Mstep: Class 3 contains 9254 members 
Mstep: Class 4 contains 31675 members 
Mstep: Class 5 contains 40269 members 
Mstep: Class 6 contains 17584 members 
Mstep: Class 7 contains 23511 members 
Mstep: Class 8 contains 11561 members 
Mstep: Class 9 contains 51551 members 
Mstep: Class 10 contains 1227 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 22362 members 
Mstep: Class 13 contains 31855 members 
Mstep: Class 14 contains 53093 members 
Mstep: Class 15 contains 45762 members 
Mstep: Class 16 contains 45957 members 
Mstep: Class 17 contains 10298 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 25132 members 
Mstep: Class 20 contains 19175 members 
Mstep: Class 21 contains 92673 members 
Mstep: Class 22 contains 46579 members 
Mstep: Class 23 contains 39535 members 
Mstep: Class 24 contains 6043 members 
Entering Unmasked Estep 
Score: -64567532.000000 Penalty: 79649.484375
Splitting cluster 7 changes total score from -64487004.000000 to -64567532.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (11561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Entering Unmasked Estep 
Score: -1130818.750000 Penalty: 2320.137207
	Iteration 0F: 2 clusters Score -1130819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1122220.500000 Penalty: 4640.274414
	Iteration 0F: 3 clusters Score -1122220 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1126027.875000 Penalty: 4640.274414
	Iteration 1F: 3 clusters Score -1126028 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1128813.625000 Penalty: 4640.274414
	Iteration 2F: 3 clusters Score -1128814 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1131038.375000 Penalty: 4640.274414
	Iteration 3F: 3 clusters Score -1131038 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1132112.000000 Penalty: 4640.274414
	Iteration 4F: 3 clusters Score -1132112 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1132703.500000 Penalty: 4640.274414
	Iteration 5F: 3 clusters Score -1132704 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1133033.625000 Penalty: 4640.274414
	Iteration 6Q: 3 clusters Score -1133034 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1133270.375000 Penalty: 4640.274414
	Iteration 7Q: 3 clusters Score -1133270 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1133526.750000 Penalty: 4640.274414
	Iteration 8Q: 3 clusters Score -1133527 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1133802.875000 Penalty: 4640.274414
	Iteration 9Q: 3 clusters Score -1133803 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1134107.750000 Penalty: 4640.274414
	Iteration 10Q: 3 clusters Score -1134108 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1134411.125000 Penalty: 4640.274414
	Iteration 11Q: 3 clusters Score -1134411 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1134730.250000 Penalty: 4640.274414
	Iteration 12Q: 3 clusters Score -1134730 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1135053.125000 Penalty: 4640.274414
	Iteration 13Q: 3 clusters Score -1135053 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1135346.625000 Penalty: 4640.274414
	Iteration 14Q: 3 clusters Score -1135347 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1135685.625000 Penalty: 4640.274414
	Iteration 15Q: 3 clusters Score -1135686 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1136046.875000 Penalty: 4640.274414
	Iteration 16Q: 3 clusters Score -1136047 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1136359.375000 Penalty: 4640.274414
	Iteration 17Q: 3 clusters Score -1136359 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1136779.250000 Penalty: 4640.274414
	Iteration 18Q: 3 clusters Score -1136779 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1137362.625000 Penalty: 4640.274414
	Iteration 19Q: 3 clusters Score -1137363 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1138213.875000 Penalty: 4640.274414
	Iteration 20F: 3 clusters Score -1138214 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1139168.125000 Penalty: 4640.274414
	Iteration 21Q: 3 clusters Score -1139168 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1139686.250000 Penalty: 4640.274414
	Iteration 22Q: 3 clusters Score -1139686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1139810.250000 Penalty: 4640.274414
	Iteration 23Q: 3 clusters Score -1139810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1139810.875000 Penalty: 4640.274414
	Iteration 24Q: 3 clusters Score -1139811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1139810.875000 Penalty: 4640.274414
	Iteration 25F: 3 clusters Score -1139811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 8203 members 
Mstep: Class 3 contains 9254 members 
Mstep: Class 4 contains 31675 members 
Mstep: Class 5 contains 40269 members 
Mstep: Class 6 contains 17584 members 
Mstep: Class 7 contains 23511 members 
Mstep: Class 8 contains 993 members 
Mstep: Class 9 contains 51551 members 
Mstep: Class 10 contains 1227 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 22362 members 
Mstep: Class 13 contains 31855 members 
Mstep: Class 14 contains 53093 members 
Mstep: Class 15 contains 45762 members 
Mstep: Class 16 contains 45957 members 
Mstep: Class 17 contains 10298 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 25132 members 
Mstep: Class 20 contains 19175 members 
Mstep: Class 21 contains 92673 members 
Mstep: Class 22 contains 46579 members 
Mstep: Class 23 contains 39535 members 
Mstep: Class 24 contains 6043 members 
Mstep: Class 25 contains 10568 members 
Entering Unmasked Estep 
Score: -64575484.000000 Penalty: 82968.218750
Splitting cluster 8 changes total score from -64487004.000000 to -64575484.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (51551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Entering Unmasked Estep 
Score: -5472088.000000 Penalty: 2690.880859
	Iteration 0F: 2 clusters Score -5472088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -5437306.000000 Penalty: 5381.761719
	Iteration 0F: 3 clusters Score -5437306 nChanged 23946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -5451633.500000 Penalty: 5381.761719
	Iteration 1F: 3 clusters Score -5451634 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -5453611.000000 Penalty: 5381.761719
	Iteration 2F: 3 clusters Score -5453611 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -5456358.000000 Penalty: 5381.761719
	Iteration 3F: 3 clusters Score -5456358 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -5459452.000000 Penalty: 5381.761719
	Iteration 4F: 3 clusters Score -5459452 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -5462422.500000 Penalty: 5381.761719
	Iteration 5F: 3 clusters Score -5462422 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -5464924.000000 Penalty: 5381.761719
	Iteration 6F: 3 clusters Score -5464924 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -5467005.500000 Penalty: 5381.761719
	Iteration 7F: 3 clusters Score -5467006 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -5468699.000000 Penalty: 5381.761719
	Iteration 8Q: 3 clusters Score -5468699 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -5469916.500000 Penalty: 5381.761719
	Iteration 9Q: 3 clusters Score -5469916 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -5470689.000000 Penalty: 5381.761719
	Iteration 10Q: 3 clusters Score -5470689 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -5471261.500000 Penalty: 5381.761719
	Iteration 11Q: 3 clusters Score -5471262 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -5471733.500000 Penalty: 5381.761719
	Iteration 12Q: 3 clusters Score -5471734 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -5472138.000000 Penalty: 5381.761719
	Iteration 13Q: 3 clusters Score -5472138 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -5472396.500000 Penalty: 5381.761719
	Iteration 14Q: 3 clusters Score -5472396 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -5472658.500000 Penalty: 5381.761719
	Iteration 15Q: 3 clusters Score -5472658 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -5472882.500000 Penalty: 5381.761719
	Iteration 16Q: 3 clusters Score -5472882 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -5472998.000000 Penalty: 5381.761719
	Iteration 17Q: 3 clusters Score -5472998 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -5473105.000000 Penalty: 5381.761719
	Iteration 18Q: 3 clusters Score -5473105 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -5473193.000000 Penalty: 5381.761719
	Iteration 19Q: 3 clusters Score -5473193 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -5473333.500000 Penalty: 5381.761719
	Iteration 20F: 3 clusters Score -5473334 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -5473459.000000 Penalty: 5381.761719
	Iteration 21Q: 3 clusters Score -5473459 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -5473532.000000 Penalty: 5381.761719
	Iteration 22Q: 3 clusters Score -5473532 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -5473597.000000 Penalty: 5381.761719
	Iteration 23Q: 3 clusters Score -5473597 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -5473670.500000 Penalty: 5381.761719
	Iteration 24Q: 3 clusters Score -5473670 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -5473692.000000 Penalty: 5381.761719
	Iteration 25Q: 3 clusters Score -5473692 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -5473723.500000 Penalty: 5381.761719
	Iteration 26Q: 3 clusters Score -5473724 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -5473745.000000 Penalty: 5381.761719
	Iteration 27Q: 3 clusters Score -5473745 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -5473774.500000 Penalty: 5381.761719
	Iteration 28Q: 3 clusters Score -5473774 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -5473798.000000 Penalty: 5381.761719
	Iteration 29Q: 3 clusters Score -5473798 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -5473811.000000 Penalty: 5381.761719
	Iteration 30Q: 3 clusters Score -5473811 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -5473826.500000 Penalty: 5381.761719
	Iteration 31Q: 3 clusters Score -5473826 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -5473840.000000 Penalty: 5381.761719
	Iteration 32Q: 3 clusters Score -5473840 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -5473850.000000 Penalty: 5381.761719
	Iteration 33Q: 3 clusters Score -5473850 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -5473841.500000 Penalty: 5381.761719
	Iteration 34Q: 3 clusters Score -5473842 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -5473822.500000 Penalty: 5381.761719
	Iteration 35Q: 3 clusters Score -5473822 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -5473846.000000 Penalty: 5381.761719
	Iteration 36Q: 3 clusters Score -5473846 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -5473842.500000 Penalty: 5381.761719
	Iteration 37Q: 3 clusters Score -5473842 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -5473847.500000 Penalty: 5381.761719
	Iteration 38Q: 3 clusters Score -5473848 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -5473847.000000 Penalty: 5381.761719
	Iteration 39Q: 3 clusters Score -5473847 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -5473851.000000 Penalty: 5381.761719
	Iteration 40F: 3 clusters Score -5473851 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -5473863.000000 Penalty: 5381.761719
	Iteration 41Q: 3 clusters Score -5473863 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -5473861.000000 Penalty: 5381.761719
	Iteration 42Q: 3 clusters Score -5473861 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -5473857.500000 Penalty: 5381.761719
	Iteration 43Q: 3 clusters Score -5473858 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -5473853.000000 Penalty: 5381.761719
	Iteration 44Q: 3 clusters Score -5473853 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -5473857.500000 Penalty: 5381.761719
	Iteration 45Q: 3 clusters Score -5473858 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -5473852.500000 Penalty: 5381.761719
	Iteration 46Q: 3 clusters Score -5473852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -5473853.000000 Penalty: 5381.761719
	Iteration 47Q: 3 clusters Score -5473853 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -5473859.500000 Penalty: 5381.761719
	Iteration 48Q: 3 clusters Score -5473860 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -5473855.500000 Penalty: 5381.761719
	Iteration 49Q: 3 clusters Score -5473856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -5473851.500000 Penalty: 5381.761719
	Iteration 50Q: 3 clusters Score -5473852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -5473853.500000 Penalty: 5381.761719
	Iteration 51Q: 3 clusters Score -5473854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -5473867.000000 Penalty: 5381.761719
	Iteration 52Q: 3 clusters Score -5473867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -5473870.000000 Penalty: 5381.761719
	Iteration 53Q: 3 clusters Score -5473870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -5473868.500000 Penalty: 5381.761719
	Iteration 54Q: 3 clusters Score -5473868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -5473879.000000 Penalty: 5381.761719
	Iteration 55Q: 3 clusters Score -5473879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -5473877.500000 Penalty: 5381.761719
	Iteration 56Q: 3 clusters Score -5473878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -5473878.500000 Penalty: 5381.761719
	Iteration 57Q: 3 clusters Score -5473878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -5473886.000000 Penalty: 5381.761719
	Iteration 58Q: 3 clusters Score -5473886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -5473874.500000 Penalty: 5381.761719
	Iteration 59Q: 3 clusters Score -5473874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -5473870.000000 Penalty: 5381.761719
	Iteration 60F: 3 clusters Score -5473870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -5473882.000000 Penalty: 5381.761719
	Iteration 61Q: 3 clusters Score -5473882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -5473878.500000 Penalty: 5381.761719
	Iteration 62Q: 3 clusters Score -5473878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -5473879.000000 Penalty: 5381.761719
	Iteration 63Q: 3 clusters Score -5473879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -5473880.500000 Penalty: 5381.761719
	Iteration 64Q: 3 clusters Score -5473880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -5473878.000000 Penalty: 5381.761719
	Iteration 65Q: 3 clusters Score -5473878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -5473872.500000 Penalty: 5381.761719
	Iteration 66Q: 3 clusters Score -5473872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -5473872.000000 Penalty: 5381.761719
	Iteration 67Q: 3 clusters Score -5473872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -5473873.000000 Penalty: 5381.761719
	Iteration 68Q: 3 clusters Score -5473873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -5473874.000000 Penalty: 5381.761719
	Iteration 69Q: 3 clusters Score -5473874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -5473871.500000 Penalty: 5381.761719
	Iteration 70Q: 3 clusters Score -5473872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -5473876.000000 Penalty: 5381.761719
	Iteration 71Q: 3 clusters Score -5473876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -5473878.500000 Penalty: 5381.761719
	Iteration 72Q: 3 clusters Score -5473878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -5473883.500000 Penalty: 5381.761719
	Iteration 73Q: 3 clusters Score -5473884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -5473882.000000 Penalty: 5381.761719
	Iteration 74Q: 3 clusters Score -5473882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -5473888.000000 Penalty: 5381.761719
	Iteration 75Q: 3 clusters Score -5473888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -5473887.000000 Penalty: 5381.761719
	Iteration 76Q: 3 clusters Score -5473887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -5473885.500000 Penalty: 5381.761719
	Iteration 77Q: 3 clusters Score -5473886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -5473879.500000 Penalty: 5381.761719
	Iteration 78Q: 3 clusters Score -5473880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -5473883.500000 Penalty: 5381.761719
	Iteration 79Q: 3 clusters Score -5473884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -5473880.500000 Penalty: 5381.761719
	Iteration 80F: 3 clusters Score -5473880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -5473879.500000 Penalty: 5381.761719
	Iteration 81Q: 3 clusters Score -5473880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -5473879.500000 Penalty: 5381.761719
	Iteration 82F: 3 clusters Score -5473880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 8203 members 
Mstep: Class 3 contains 9254 members 
Mstep: Class 4 contains 31675 members 
Mstep: Class 5 contains 40269 members 
Mstep: Class 6 contains 17584 members 
Mstep: Class 7 contains 23511 members 
Mstep: Class 8 contains 993 members 
Mstep: Class 9 contains 33868 members 
Mstep: Class 10 contains 1227 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 22362 members 
Mstep: Class 13 contains 31855 members 
Mstep: Class 14 contains 53093 members 
Mstep: Class 15 contains 45762 members 
Mstep: Class 16 contains 45957 members 
Mstep: Class 17 contains 10298 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 25132 members 
Mstep: Class 20 contains 19175 members 
Mstep: Class 21 contains 92673 members 
Mstep: Class 22 contains 46579 members 
Mstep: Class 23 contains 39535 members 
Mstep: Class 24 contains 6043 members 
Mstep: Class 25 contains 10568 members 
Mstep: Class 26 contains 17683 members 
Entering Unmasked Estep 
Score: -64577048.000000 Penalty: 86286.945312
Splitting cluster 9 changes total score from -64487004.000000 to -64577048.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -123327.929688 Penalty: 1763.857178
	Iteration 0F: 2 clusters Score -123327.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -121240.093750 Penalty: 3527.714355
	Iteration 0F: 3 clusters Score -121240.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -121594.117188 Penalty: 3527.714355
	Iteration 1F: 3 clusters Score -121594.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -121703.742188 Penalty: 3527.714355
	Iteration 2F: 3 clusters Score -121703.7 nChanged 53
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: -121792.546875 Penalty: 3527.714355
	Iteration 3Q: 3 clusters Score -121792.5 nChanged 48
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: -121887.304688 Penalty: 3527.714355
	Iteration 4Q: 3 clusters Score -121887.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -122001.187500 Penalty: 3527.714355
	Iteration 5F: 3 clusters Score -122001.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -122109.507812 Penalty: 3527.714355
	Iteration 6Q: 3 clusters Score -122109.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -122219.171875 Penalty: 3527.714355
	Iteration 7Q: 3 clusters Score -122219.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -122297.468750 Penalty: 3527.714355
	Iteration 8Q: 3 clusters Score -122297.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -122367.148438 Penalty: 3527.714355
	Iteration 9Q: 3 clusters Score -122367.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -122456.351562 Penalty: 3527.714355
	Iteration 10Q: 3 clusters Score -122456.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -122500.960938 Penalty: 3527.714355
	Iteration 11Q: 3 clusters Score -122501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -122520.117188 Penalty: 3527.714355
	Iteration 12Q: 3 clusters Score -122520.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -122527.054688 Penalty: 3527.714355
	Iteration 13Q: 3 clusters Score -122527.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -122535.750000 Penalty: 3527.714355
	Iteration 14Q: 3 clusters Score -122535.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -122543.312500 Penalty: 3527.714355
	Iteration 15Q: 3 clusters Score -122543.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -122546.804688 Penalty: 3527.714355
	Iteration 16Q: 3 clusters Score -122546.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -122549.421875 Penalty: 3527.714355
	Iteration 17Q: 3 clusters Score -122549.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -122549.421875 Penalty: 3527.714355
	Iteration 18F: 3 clusters Score -122549.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Entering Unmasked Estep 
Score: -174874.031250 Penalty: 1884.775757
	Iteration 0F: 2 clusters Score -174874 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 1009 members 
Entering Unmasked Estep 
Score: -172302.875000 Penalty: 3769.551514
	Iteration 0F: 3 clusters Score -172302.9 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -173830.328125 Penalty: 3769.551514
	Iteration 1F: 3 clusters Score -173830.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -175968.562500 Penalty: 3769.551514
	Iteration 2F: 3 clusters Score -175968.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -177873.531250 Penalty: 3769.551514
	Iteration 3F: 3 clusters Score -177873.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -178951.906250 Penalty: 3769.551514
	Iteration 4F: 3 clusters Score -178951.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -179395.328125 Penalty: 3769.551514
	Iteration 5Q: 3 clusters Score -179395.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -179554.796875 Penalty: 3769.551514
	Iteration 6Q: 3 clusters Score -179554.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -179566.031250 Penalty: 3769.551514
	Iteration 7Q: 3 clusters Score -179566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -179570.312500 Penalty: 3769.551514
	Iteration 8Q: 3 clusters Score -179570.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -179570.312500 Penalty: 3769.551514
	Iteration 9F: 3 clusters Score -179570.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 8203 members 
Mstep: Class 3 contains 9254 members 
Mstep: Class 4 contains 31675 members 
Mstep: Class 5 contains 40269 members 
Mstep: Class 6 contains 17584 members 
Mstep: Class 7 contains 23511 members 
Mstep: Class 8 contains 993 members 
Mstep: Class 9 contains 33868 members 
Mstep: Class 10 contains 1227 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22362 members 
Mstep: Class 13 contains 31855 members 
Mstep: Class 14 contains 53093 members 
Mstep: Class 15 contains 45762 members 
Mstep: Class 16 contains 45957 members 
Mstep: Class 17 contains 10298 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 25132 members 
Mstep: Class 20 contains 19175 members 
Mstep: Class 21 contains 92673 members 
Mstep: Class 22 contains 46579 members 
Mstep: Class 23 contains 39535 members 
Mstep: Class 24 contains 6043 members 
Mstep: Class 25 contains 10568 members 
Mstep: Class 26 contains 17683 members 
Mstep: Class 27 contains 796 members 
Entering Unmasked Estep 
Score: -64580312.000000 Penalty: 89605.671875
Splitting cluster 11 changes total score from -64487004.000000 to -64580312.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (31855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Entering Unmasked Estep 
Score: -3013254.750000 Penalty: 2571.499512
	Iteration 0F: 2 clusters Score -3013255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2991434.250000 Penalty: 5142.999023
	Iteration 0F: 3 clusters Score -2991434 nChanged 14430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2999846.250000 Penalty: 5142.999023
	Iteration 1F: 3 clusters Score -2999846 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -3000940.750000 Penalty: 5142.999023
	Iteration 2F: 3 clusters Score -3000941 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -3002216.750000 Penalty: 5142.999023
	Iteration 3F: 3 clusters Score -3002217 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -3003643.000000 Penalty: 5142.999023
	Iteration 4F: 3 clusters Score -3003643 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -3005129.500000 Penalty: 5142.999023
	Iteration 5F: 3 clusters Score -3005130 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -3006578.000000 Penalty: 5142.999023
	Iteration 6F: 3 clusters Score -3006578 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -3007677.750000 Penalty: 5142.999023
	Iteration 7F: 3 clusters Score -3007678 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -3008371.000000 Penalty: 5142.999023
	Iteration 8Q: 3 clusters Score -3008371 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -3008888.750000 Penalty: 5142.999023
	Iteration 9Q: 3 clusters Score -3008889 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -3009308.500000 Penalty: 5142.999023
	Iteration 10Q: 3 clusters Score -3009308 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -3009710.250000 Penalty: 5142.999023
	Iteration 11Q: 3 clusters Score -3009710 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -3010100.250000 Penalty: 5142.999023
	Iteration 12Q: 3 clusters Score -3010100 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -3010521.500000 Penalty: 5142.999023
	Iteration 13Q: 3 clusters Score -3010522 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -3010969.000000 Penalty: 5142.999023
	Iteration 14Q: 3 clusters Score -3010969 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -3011550.000000 Penalty: 5142.999023
	Iteration 15Q: 3 clusters Score -3011550 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -3012197.500000 Penalty: 5142.999023
	Iteration 16Q: 3 clusters Score -3012198 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -3012827.500000 Penalty: 5142.999023
	Iteration 17Q: 3 clusters Score -3012828 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -3013498.000000 Penalty: 5142.999023
	Iteration 18Q: 3 clusters Score -3013498 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -3014137.500000 Penalty: 5142.999023
	Iteration 19Q: 3 clusters Score -3014138 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -3014611.000000 Penalty: 5142.999023
	Iteration 20F: 3 clusters Score -3014611 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -3014986.250000 Penalty: 5142.999023
	Iteration 21Q: 3 clusters Score -3014986 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -3015216.750000 Penalty: 5142.999023
	Iteration 22Q: 3 clusters Score -3015217 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -3015369.500000 Penalty: 5142.999023
	Iteration 23Q: 3 clusters Score -3015370 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -3015446.750000 Penalty: 5142.999023
	Iteration 24Q: 3 clusters Score -3015447 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -3015495.000000 Penalty: 5142.999023
	Iteration 25Q: 3 clusters Score -3015495 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -3015529.250000 Penalty: 5142.999023
	Iteration 26Q: 3 clusters Score -3015529 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -3015548.000000 Penalty: 5142.999023
	Iteration 27Q: 3 clusters Score -3015548 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -3015572.750000 Penalty: 5142.999023
	Iteration 28Q: 3 clusters Score -3015573 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -3015562.750000 Penalty: 5142.999023
	Iteration 29Q: 3 clusters Score -3015563 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -3015570.000000 Penalty: 5142.999023
	Iteration 30Q: 3 clusters Score -3015570 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -3015576.500000 Penalty: 5142.999023
	Iteration 31Q: 3 clusters Score -3015576 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -3015580.750000 Penalty: 5142.999023
	Iteration 32Q: 3 clusters Score -3015581 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -3015585.500000 Penalty: 5142.999023
	Iteration 33Q: 3 clusters Score -3015586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -3015587.250000 Penalty: 5142.999023
	Iteration 34Q: 3 clusters Score -3015587 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -3015589.750000 Penalty: 5142.999023
	Iteration 35Q: 3 clusters Score -3015590 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -3015586.000000 Penalty: 5142.999023
	Iteration 36Q: 3 clusters Score -3015586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -3015590.750000 Penalty: 5142.999023
	Iteration 37Q: 3 clusters Score -3015591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -3015588.500000 Penalty: 5142.999023
	Iteration 38Q: 3 clusters Score -3015588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -3015593.000000 Penalty: 5142.999023
	Iteration 39Q: 3 clusters Score -3015593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -3015593.000000 Penalty: 5142.999023
	Iteration 40F: 3 clusters Score -3015593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -3015597.500000 Penalty: 5142.999023
	Iteration 41Q: 3 clusters Score -3015598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -3015596.250000 Penalty: 5142.999023
	Iteration 42Q: 3 clusters Score -3015596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -3015599.750000 Penalty: 5142.999023
	Iteration 43Q: 3 clusters Score -3015600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -3015596.500000 Penalty: 5142.999023
	Iteration 44Q: 3 clusters Score -3015596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -3015597.750000 Penalty: 5142.999023
	Iteration 45Q: 3 clusters Score -3015598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -3015600.000000 Penalty: 5142.999023
	Iteration 46Q: 3 clusters Score -3015600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -3015600.000000 Penalty: 5142.999023
	Iteration 47F: 3 clusters Score -3015600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 8203 members 
Mstep: Class 3 contains 9254 members 
Mstep: Class 4 contains 31675 members 
Mstep: Class 5 contains 40269 members 
Mstep: Class 6 contains 17584 members 
Mstep: Class 7 contains 23511 members 
Mstep: Class 8 contains 993 members 
Mstep: Class 9 contains 33868 members 
Mstep: Class 10 contains 1227 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22362 members 
Mstep: Class 13 contains 15365 members 
Mstep: Class 14 contains 53093 members 
Mstep: Class 15 contains 45762 members 
Mstep: Class 16 contains 45957 members 
Mstep: Class 17 contains 10298 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 25132 members 
Mstep: Class 20 contains 19175 members 
Mstep: Class 21 contains 92673 members 
Mstep: Class 22 contains 46579 members 
Mstep: Class 23 contains 39535 members 
Mstep: Class 24 contains 6043 members 
Mstep: Class 25 contains 10568 members 
Mstep: Class 26 contains 17683 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 16490 members 
Entering Unmasked Estep 
Score: -64581876.000000 Penalty: 92924.406250
Splitting cluster 13 changes total score from -64487004.000000 to -64581876.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (53093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53093 members 
Entering Unmasked Estep 
Score: -5384180.000000 Penalty: 2698.190674
	Iteration 0F: 2 clusters Score -5384180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -5348728.000000 Penalty: 5396.381348
	Iteration 0F: 3 clusters Score -5348728 nChanged 24490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -5363110.500000 Penalty: 5396.381348
	Iteration 1F: 3 clusters Score -5363110 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -5365154.000000 Penalty: 5396.381348
	Iteration 2F: 3 clusters Score -5365154 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -5367704.000000 Penalty: 5396.381348
	Iteration 3F: 3 clusters Score -5367704 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -5370256.500000 Penalty: 5396.381348
	Iteration 4F: 3 clusters Score -5370256 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -5372312.000000 Penalty: 5396.381348
	Iteration 5F: 3 clusters Score -5372312 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -5373912.000000 Penalty: 5396.381348
	Iteration 6F: 3 clusters Score -5373912 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -5375091.500000 Penalty: 5396.381348
	Iteration 7Q: 3 clusters Score -5375092 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -5375953.000000 Penalty: 5396.381348
	Iteration 8Q: 3 clusters Score -5375953 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -5376731.000000 Penalty: 5396.381348
	Iteration 9Q: 3 clusters Score -5376731 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -5377376.500000 Penalty: 5396.381348
	Iteration 10Q: 3 clusters Score -5377376 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -5377976.000000 Penalty: 5396.381348
	Iteration 11Q: 3 clusters Score -5377976 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -5378464.500000 Penalty: 5396.381348
	Iteration 12Q: 3 clusters Score -5378464 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -5378823.000000 Penalty: 5396.381348
	Iteration 13Q: 3 clusters Score -5378823 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -5379184.000000 Penalty: 5396.381348
	Iteration 14Q: 3 clusters Score -5379184 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -5379511.000000 Penalty: 5396.381348
	Iteration 15Q: 3 clusters Score -5379511 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -5379815.000000 Penalty: 5396.381348
	Iteration 16Q: 3 clusters Score -5379815 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -5380096.500000 Penalty: 5396.381348
	Iteration 17Q: 3 clusters Score -5380096 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -5380335.500000 Penalty: 5396.381348
	Iteration 18Q: 3 clusters Score -5380336 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -5380571.500000 Penalty: 5396.381348
	Iteration 19Q: 3 clusters Score -5380572 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -5380813.500000 Penalty: 5396.381348
	Iteration 20F: 3 clusters Score -5380814 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -5380994.000000 Penalty: 5396.381348
	Iteration 21Q: 3 clusters Score -5380994 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -5381136.000000 Penalty: 5396.381348
	Iteration 22Q: 3 clusters Score -5381136 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -5381303.500000 Penalty: 5396.381348
	Iteration 23Q: 3 clusters Score -5381304 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -5381428.000000 Penalty: 5396.381348
	Iteration 24Q: 3 clusters Score -5381428 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -5381503.000000 Penalty: 5396.381348
	Iteration 25Q: 3 clusters Score -5381503 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -5381611.000000 Penalty: 5396.381348
	Iteration 26Q: 3 clusters Score -5381611 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -5381736.500000 Penalty: 5396.381348
	Iteration 27Q: 3 clusters Score -5381736 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -5381852.000000 Penalty: 5396.381348
	Iteration 28Q: 3 clusters Score -5381852 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -5381941.000000 Penalty: 5396.381348
	Iteration 29Q: 3 clusters Score -5381941 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -5382051.500000 Penalty: 5396.381348
	Iteration 30Q: 3 clusters Score -5382052 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -5382161.500000 Penalty: 5396.381348
	Iteration 31Q: 3 clusters Score -5382162 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -5382231.000000 Penalty: 5396.381348
	Iteration 32Q: 3 clusters Score -5382231 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -5382305.000000 Penalty: 5396.381348
	Iteration 33Q: 3 clusters Score -5382305 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -5382388.000000 Penalty: 5396.381348
	Iteration 34Q: 3 clusters Score -5382388 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -5382498.000000 Penalty: 5396.381348
	Iteration 35Q: 3 clusters Score -5382498 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -5382532.000000 Penalty: 5396.381348
	Iteration 36Q: 3 clusters Score -5382532 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -5382583.000000 Penalty: 5396.381348
	Iteration 37Q: 3 clusters Score -5382583 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -5382650.000000 Penalty: 5396.381348
	Iteration 38Q: 3 clusters Score -5382650 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -5382688.500000 Penalty: 5396.381348
	Iteration 39Q: 3 clusters Score -5382688 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -5382735.000000 Penalty: 5396.381348
	Iteration 40F: 3 clusters Score -5382735 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -5382774.000000 Penalty: 5396.381348
	Iteration 41Q: 3 clusters Score -5382774 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -5382818.500000 Penalty: 5396.381348
	Iteration 42Q: 3 clusters Score -5382818 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -5382834.500000 Penalty: 5396.381348
	Iteration 43Q: 3 clusters Score -5382834 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -5382898.000000 Penalty: 5396.381348
	Iteration 44Q: 3 clusters Score -5382898 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -5382923.000000 Penalty: 5396.381348
	Iteration 45Q: 3 clusters Score -5382923 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -5382945.000000 Penalty: 5396.381348
	Iteration 46Q: 3 clusters Score -5382945 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -5382974.500000 Penalty: 5396.381348
	Iteration 47Q: 3 clusters Score -5382974 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -5383021.000000 Penalty: 5396.381348
	Iteration 48Q: 3 clusters Score -5383021 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -5383080.500000 Penalty: 5396.381348
	Iteration 49Q: 3 clusters Score -5383080 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -5383117.500000 Penalty: 5396.381348
	Iteration 50Q: 3 clusters Score -5383118 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -5383173.500000 Penalty: 5396.381348
	Iteration 51Q: 3 clusters Score -5383174 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -5383199.000000 Penalty: 5396.381348
	Iteration 52Q: 3 clusters Score -5383199 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -5383247.500000 Penalty: 5396.381348
	Iteration 53Q: 3 clusters Score -5383248 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -5383307.500000 Penalty: 5396.381348
	Iteration 54Q: 3 clusters Score -5383308 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -5383316.000000 Penalty: 5396.381348
	Iteration 55Q: 3 clusters Score -5383316 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -5383366.500000 Penalty: 5396.381348
	Iteration 56Q: 3 clusters Score -5383366 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -5383366.500000 Penalty: 5396.381348
	Iteration 57Q: 3 clusters Score -5383366 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -5383404.000000 Penalty: 5396.381348
	Iteration 58Q: 3 clusters Score -5383404 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -5383427.500000 Penalty: 5396.381348
	Iteration 59Q: 3 clusters Score -5383428 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -5383456.000000 Penalty: 5396.381348
	Iteration 60F: 3 clusters Score -5383456 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -5383521.500000 Penalty: 5396.381348
	Iteration 61Q: 3 clusters Score -5383522 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -5383565.500000 Penalty: 5396.381348
	Iteration 62Q: 3 clusters Score -5383566 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -5383607.000000 Penalty: 5396.381348
	Iteration 63Q: 3 clusters Score -5383607 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -5383691.000000 Penalty: 5396.381348
	Iteration 64Q: 3 clusters Score -5383691 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
Score: -5383708.500000 Penalty: 5396.381348
	Iteration 65Q: 3 clusters Score -5383708 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -5383739.500000 Penalty: 5396.381348
	Iteration 66Q: 3 clusters Score -5383740 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -5383826.500000 Penalty: 5396.381348
	Iteration 67Q: 3 clusters Score -5383826 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -5383905.500000 Penalty: 5396.381348
	Iteration 68Q: 3 clusters Score -5383906 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -5383961.000000 Penalty: 5396.381348
	Iteration 69Q: 3 clusters Score -5383961 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -5384022.500000 Penalty: 5396.381348
	Iteration 70Q: 3 clusters Score -5384022 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -5384071.500000 Penalty: 5396.381348
	Iteration 71Q: 3 clusters Score -5384072 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -5384116.500000 Penalty: 5396.381348
	Iteration 72Q: 3 clusters Score -5384116 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -5384142.000000 Penalty: 5396.381348
	Iteration 73Q: 3 clusters Score -5384142 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -5384174.500000 Penalty: 5396.381348
	Iteration 74Q: 3 clusters Score -5384174 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -5384195.500000 Penalty: 5396.381348
	Iteration 75Q: 3 clusters Score -5384196 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -5384230.500000 Penalty: 5396.381348
	Iteration 76Q: 3 clusters Score -5384230 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -5384246.500000 Penalty: 5396.381348
	Iteration 77Q: 3 clusters Score -5384246 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -5384239.000000 Penalty: 5396.381348
	Iteration 78Q: 3 clusters Score -5384239 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -5384260.000000 Penalty: 5396.381348
	Iteration 79Q: 3 clusters Score -5384260 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -5384272.500000 Penalty: 5396.381348
	Iteration 80F: 3 clusters Score -5384272 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -5384272.500000 Penalty: 5396.381348
	Iteration 81Q: 3 clusters Score -5384272 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -5384272.000000 Penalty: 5396.381348
	Iteration 82Q: 3 clusters Score -5384272 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 42912 members 
Entering Unmasked Estep 
Score: -5384297.500000 Penalty: 5396.381348
	Iteration 83Q: 3 clusters Score -5384298 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -5384310.000000 Penalty: 5396.381348
	Iteration 84Q: 3 clusters Score -5384310 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -5384321.500000 Penalty: 5396.381348
	Iteration 85Q: 3 clusters Score -5384322 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -5384312.500000 Penalty: 5396.381348
	Iteration 86Q: 3 clusters Score -5384312 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -5384308.000000 Penalty: 5396.381348
	Iteration 87Q: 3 clusters Score -5384308 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -5384313.000000 Penalty: 5396.381348
	Iteration 88Q: 3 clusters Score -5384313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 43203 members 
Entering Unmasked Estep 
Score: -5384321.500000 Penalty: 5396.381348
	Iteration 89Q: 3 clusters Score -5384322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -5384319.000000 Penalty: 5396.381348
	Iteration 90Q: 3 clusters Score -5384319 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -5384310.000000 Penalty: 5396.381348
	Iteration 91Q: 3 clusters Score -5384310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -5384318.000000 Penalty: 5396.381348
	Iteration 92Q: 3 clusters Score -5384318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -5384318.000000 Penalty: 5396.381348
	Iteration 93Q: 3 clusters Score -5384318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -5384332.000000 Penalty: 5396.381348
	Iteration 94Q: 3 clusters Score -5384332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -5384332.500000 Penalty: 5396.381348
	Iteration 95Q: 3 clusters Score -5384332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -5384332.500000 Penalty: 5396.381348
	Iteration 96Q: 3 clusters Score -5384332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -5384331.000000 Penalty: 5396.381348
	Iteration 97Q: 3 clusters Score -5384331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -5384328.500000 Penalty: 5396.381348
	Iteration 98Q: 3 clusters Score -5384328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -5384322.500000 Penalty: 5396.381348
	Iteration 99Q: 3 clusters Score -5384322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -5384315.000000 Penalty: 5396.381348
	Iteration 100F: 3 clusters Score -5384315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 43413 members 
Entering Unmasked Estep 
Score: -5384301.500000 Penalty: 5396.381348
	Iteration 101Q: 3 clusters Score -5384302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -5384319.000000 Penalty: 5396.381348
	Iteration 102Q: 3 clusters Score -5384319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -5384312.500000 Penalty: 5396.381348
	Iteration 103Q: 3 clusters Score -5384312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -5384312.500000 Penalty: 5396.381348
	Iteration 104Q: 3 clusters Score -5384312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -5384318.000000 Penalty: 5396.381348
	Iteration 105Q: 3 clusters Score -5384318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -5384319.500000 Penalty: 5396.381348
	Iteration 106Q: 3 clusters Score -5384320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -5384311.500000 Penalty: 5396.381348
	Iteration 107Q: 3 clusters Score -5384312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -5384312.000000 Penalty: 5396.381348
	Iteration 108Q: 3 clusters Score -5384312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -5384319.000000 Penalty: 5396.381348
	Iteration 109Q: 3 clusters Score -5384319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -5384320.000000 Penalty: 5396.381348
	Iteration 110Q: 3 clusters Score -5384320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -5384326.000000 Penalty: 5396.381348
	Iteration 111Q: 3 clusters Score -5384326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 43544 members 
Entering Unmasked Estep 
Score: -5384329.000000 Penalty: 5396.381348
	Iteration 112Q: 3 clusters Score -5384329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -5384323.500000 Penalty: 5396.381348
	Iteration 113Q: 3 clusters Score -5384324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -5384328.500000 Penalty: 5396.381348
	Iteration 114Q: 3 clusters Score -5384328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -5384324.000000 Penalty: 5396.381348
	Iteration 115Q: 3 clusters Score -5384324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -5384321.500000 Penalty: 5396.381348
	Iteration 116Q: 3 clusters Score -5384322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -5384321.000000 Penalty: 5396.381348
	Iteration 117Q: 3 clusters Score -5384321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -5384320.500000 Penalty: 5396.381348
	Iteration 118Q: 3 clusters Score -5384320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -5384321.000000 Penalty: 5396.381348
	Iteration 119Q: 3 clusters Score -5384321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -5384320.000000 Penalty: 5396.381348
	Iteration 120F: 3 clusters Score -5384320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 43623 members 
Entering Unmasked Estep 
Score: -5384322.500000 Penalty: 5396.381348
	Iteration 121Q: 3 clusters Score -5384322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -5384322.000000 Penalty: 5396.381348
	Iteration 122Q: 3 clusters Score -5384322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -5384325.000000 Penalty: 5396.381348
	Iteration 123Q: 3 clusters Score -5384325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -5384325.000000 Penalty: 5396.381348
	Iteration 124F: 3 clusters Score -5384325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 8203 members 
Mstep: Class 3 contains 9254 members 
Mstep: Class 4 contains 31675 members 
Mstep: Class 5 contains 40269 members 
Mstep: Class 6 contains 17584 members 
Mstep: Class 7 contains 23511 members 
Mstep: Class 8 contains 993 members 
Mstep: Class 9 contains 33868 members 
Mstep: Class 10 contains 1227 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22362 members 
Mstep: Class 13 contains 15365 members 
Mstep: Class 14 contains 9469 members 
Mstep: Class 15 contains 45762 members 
Mstep: Class 16 contains 45957 members 
Mstep: Class 17 contains 10298 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 25132 members 
Mstep: Class 20 contains 19175 members 
Mstep: Class 21 contains 92673 members 
Mstep: Class 22 contains 46579 members 
Mstep: Class 23 contains 39535 members 
Mstep: Class 24 contains 6043 members 
Mstep: Class 25 contains 10568 members 
Mstep: Class 26 contains 17683 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 16490 members 
Mstep: Class 29 contains 43624 members 
Entering Unmasked Estep 
Score: -64581256.000000 Penalty: 96243.132812
Splitting cluster 14 changes total score from -64487004.000000 to -64581256.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (45762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Entering Unmasked Estep 
Score: -4478378.000000 Penalty: 2661.340088
	Iteration 0F: 2 clusters Score -4478378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -4447525.500000 Penalty: 5322.680176
	Iteration 0F: 3 clusters Score -4447526 nChanged 21136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -4459962.000000 Penalty: 5322.680176
	Iteration 1F: 3 clusters Score -4459962 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -4461526.500000 Penalty: 5322.680176
	Iteration 2F: 3 clusters Score -4461526 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -4463315.500000 Penalty: 5322.680176
	Iteration 3F: 3 clusters Score -4463316 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -4465601.500000 Penalty: 5322.680176
	Iteration 4F: 3 clusters Score -4465602 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -4468236.500000 Penalty: 5322.680176
	Iteration 5F: 3 clusters Score -4468236 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -4470943.500000 Penalty: 5322.680176
	Iteration 6F: 3 clusters Score -4470944 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -4473170.500000 Penalty: 5322.680176
	Iteration 7F: 3 clusters Score -4473170 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -4474737.500000 Penalty: 5322.680176
	Iteration 8F: 3 clusters Score -4474738 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -4475819.000000 Penalty: 5322.680176
	Iteration 9Q: 3 clusters Score -4475819 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -4476661.500000 Penalty: 5322.680176
	Iteration 10Q: 3 clusters Score -4476662 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -4477309.500000 Penalty: 5322.680176
	Iteration 11Q: 3 clusters Score -4477310 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -4477874.500000 Penalty: 5322.680176
	Iteration 12Q: 3 clusters Score -4477874 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -4478337.500000 Penalty: 5322.680176
	Iteration 13Q: 3 clusters Score -4478338 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -4478818.500000 Penalty: 5322.680176
	Iteration 14Q: 3 clusters Score -4478818 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -4479254.500000 Penalty: 5322.680176
	Iteration 15Q: 3 clusters Score -4479254 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -4479653.500000 Penalty: 5322.680176
	Iteration 16Q: 3 clusters Score -4479654 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -4480013.500000 Penalty: 5322.680176
	Iteration 17Q: 3 clusters Score -4480014 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -4480367.000000 Penalty: 5322.680176
	Iteration 18Q: 3 clusters Score -4480367 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -4480736.000000 Penalty: 5322.680176
	Iteration 19Q: 3 clusters Score -4480736 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -4481129.500000 Penalty: 5322.680176
	Iteration 20F: 3 clusters Score -4481130 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -4481574.000000 Penalty: 5322.680176
	Iteration 21Q: 3 clusters Score -4481574 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -4481930.500000 Penalty: 5322.680176
	Iteration 22Q: 3 clusters Score -4481930 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -4482210.000000 Penalty: 5322.680176
	Iteration 23Q: 3 clusters Score -4482210 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -4482452.500000 Penalty: 5322.680176
	Iteration 24Q: 3 clusters Score -4482452 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -4482653.000000 Penalty: 5322.680176
	Iteration 25Q: 3 clusters Score -4482653 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -4482805.000000 Penalty: 5322.680176
	Iteration 26Q: 3 clusters Score -4482805 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -4482950.500000 Penalty: 5322.680176
	Iteration 27Q: 3 clusters Score -4482950 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -4483048.500000 Penalty: 5322.680176
	Iteration 28Q: 3 clusters Score -4483048 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -4483122.500000 Penalty: 5322.680176
	Iteration 29Q: 3 clusters Score -4483122 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -4483218.500000 Penalty: 5322.680176
	Iteration 30Q: 3 clusters Score -4483218 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -4483271.000000 Penalty: 5322.680176
	Iteration 31Q: 3 clusters Score -4483271 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -4483319.000000 Penalty: 5322.680176
	Iteration 32Q: 3 clusters Score -4483319 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -4483349.500000 Penalty: 5322.680176
	Iteration 33Q: 3 clusters Score -4483350 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -4483367.000000 Penalty: 5322.680176
	Iteration 34Q: 3 clusters Score -4483367 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -4483379.000000 Penalty: 5322.680176
	Iteration 35Q: 3 clusters Score -4483379 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -4483432.000000 Penalty: 5322.680176
	Iteration 36Q: 3 clusters Score -4483432 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -4483457.000000 Penalty: 5322.680176
	Iteration 37Q: 3 clusters Score -4483457 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -4483486.500000 Penalty: 5322.680176
	Iteration 38Q: 3 clusters Score -4483486 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -4483507.500000 Penalty: 5322.680176
	Iteration 39Q: 3 clusters Score -4483508 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -4483529.500000 Penalty: 5322.680176
	Iteration 40F: 3 clusters Score -4483530 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -4483556.000000 Penalty: 5322.680176
	Iteration 41Q: 3 clusters Score -4483556 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -4483599.500000 Penalty: 5322.680176
	Iteration 42Q: 3 clusters Score -4483600 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -4483625.000000 Penalty: 5322.680176
	Iteration 43Q: 3 clusters Score -4483625 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -4483643.000000 Penalty: 5322.680176
	Iteration 44Q: 3 clusters Score -4483643 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -4483697.000000 Penalty: 5322.680176
	Iteration 45Q: 3 clusters Score -4483697 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -4483735.000000 Penalty: 5322.680176
	Iteration 46Q: 3 clusters Score -4483735 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -4483777.500000 Penalty: 5322.680176
	Iteration 47Q: 3 clusters Score -4483778 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -4483793.000000 Penalty: 5322.680176
	Iteration 48Q: 3 clusters Score -4483793 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -4483825.000000 Penalty: 5322.680176
	Iteration 49Q: 3 clusters Score -4483825 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -4483838.500000 Penalty: 5322.680176
	Iteration 50Q: 3 clusters Score -4483838 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -4483888.500000 Penalty: 5322.680176
	Iteration 51Q: 3 clusters Score -4483888 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -4483928.000000 Penalty: 5322.680176
	Iteration 52Q: 3 clusters Score -4483928 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -4483966.500000 Penalty: 5322.680176
	Iteration 53Q: 3 clusters Score -4483966 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -4484000.500000 Penalty: 5322.680176
	Iteration 54Q: 3 clusters Score -4484000 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -4484029.500000 Penalty: 5322.680176
	Iteration 55Q: 3 clusters Score -4484030 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -4484050.500000 Penalty: 5322.680176
	Iteration 56Q: 3 clusters Score -4484050 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -4484059.000000 Penalty: 5322.680176
	Iteration 57Q: 3 clusters Score -4484059 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -4484054.000000 Penalty: 5322.680176
	Iteration 58Q: 3 clusters Score -4484054 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -4484070.500000 Penalty: 5322.680176
	Iteration 59Q: 3 clusters Score -4484070 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -4484087.000000 Penalty: 5322.680176
	Iteration 60F: 3 clusters Score -4484087 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -4484092.000000 Penalty: 5322.680176
	Iteration 61Q: 3 clusters Score -4484092 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -4484101.500000 Penalty: 5322.680176
	Iteration 62Q: 3 clusters Score -4484102 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -4484099.500000 Penalty: 5322.680176
	Iteration 63Q: 3 clusters Score -4484100 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -4484104.500000 Penalty: 5322.680176
	Iteration 64Q: 3 clusters Score -4484104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -4484110.000000 Penalty: 5322.680176
	Iteration 65Q: 3 clusters Score -4484110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -4484111.000000 Penalty: 5322.680176
	Iteration 66Q: 3 clusters Score -4484111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -4484106.500000 Penalty: 5322.680176
	Iteration 67Q: 3 clusters Score -4484106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -4484113.500000 Penalty: 5322.680176
	Iteration 68Q: 3 clusters Score -4484114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -4484123.000000 Penalty: 5322.680176
	Iteration 69Q: 3 clusters Score -4484123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -4484117.000000 Penalty: 5322.680176
	Iteration 70Q: 3 clusters Score -4484117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -4484129.500000 Penalty: 5322.680176
	Iteration 71Q: 3 clusters Score -4484130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -4484130.500000 Penalty: 5322.680176
	Iteration 72Q: 3 clusters Score -4484130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -4484129.500000 Penalty: 5322.680176
	Iteration 73Q: 3 clusters Score -4484130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -4484131.500000 Penalty: 5322.680176
	Iteration 74Q: 3 clusters Score -4484132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -4484120.000000 Penalty: 5322.680176
	Iteration 75Q: 3 clusters Score -4484120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -4484115.500000 Penalty: 5322.680176
	Iteration 76Q: 3 clusters Score -4484116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -4484115.500000 Penalty: 5322.680176
	Iteration 77Q: 3 clusters Score -4484116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -4484113.000000 Penalty: 5322.680176
	Iteration 78Q: 3 clusters Score -4484113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -4484115.500000 Penalty: 5322.680176
	Iteration 79Q: 3 clusters Score -4484116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -4484119.500000 Penalty: 5322.680176
	Iteration 80F: 3 clusters Score -4484120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -4484122.000000 Penalty: 5322.680176
	Iteration 81Q: 3 clusters Score -4484122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -4484119.500000 Penalty: 5322.680176
	Iteration 82Q: 3 clusters Score -4484120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -4484117.500000 Penalty: 5322.680176
	Iteration 83Q: 3 clusters Score -4484118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -4484127.000000 Penalty: 5322.680176
	Iteration 84Q: 3 clusters Score -4484127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -4484127.000000 Penalty: 5322.680176
	Iteration 85F: 3 clusters Score -4484127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 8203 members 
Mstep: Class 3 contains 9254 members 
Mstep: Class 4 contains 31675 members 
Mstep: Class 5 contains 40269 members 
Mstep: Class 6 contains 17584 members 
Mstep: Class 7 contains 23511 members 
Mstep: Class 8 contains 993 members 
Mstep: Class 9 contains 33868 members 
Mstep: Class 10 contains 1227 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22362 members 
Mstep: Class 13 contains 15365 members 
Mstep: Class 14 contains 9469 members 
Mstep: Class 15 contains 32554 members 
Mstep: Class 16 contains 45957 members 
Mstep: Class 17 contains 10298 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 25132 members 
Mstep: Class 20 contains 19175 members 
Mstep: Class 21 contains 92673 members 
Mstep: Class 22 contains 46579 members 
Mstep: Class 23 contains 39535 members 
Mstep: Class 24 contains 6043 members 
Mstep: Class 25 contains 10568 members 
Mstep: Class 26 contains 17683 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 16490 members 
Mstep: Class 29 contains 43624 members 
Mstep: Class 30 contains 13208 members 
Entering Unmasked Estep 
Score: -64586340.000000 Penalty: 99561.859375
Splitting cluster 15 changes total score from -64487004.000000 to -64586340.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (45957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Entering Unmasked Estep 
Score: -4809404.500000 Penalty: 2662.394287
	Iteration 0F: 2 clusters Score -4809404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -4778417.500000 Penalty: 5324.788574
	Iteration 0F: 3 clusters Score -4778418 nChanged 21198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -4792795.000000 Penalty: 5324.788574
	Iteration 1F: 3 clusters Score -4792795 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -4797765.500000 Penalty: 5324.788574
	Iteration 2F: 3 clusters Score -4797766 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -4804301.000000 Penalty: 5324.788574
	Iteration 3F: 3 clusters Score -4804301 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -4811457.000000 Penalty: 5324.788574
	Iteration 4F: 3 clusters Score -4811457 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -4819523.000000 Penalty: 5324.788574
	Iteration 5F: 3 clusters Score -4819523 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -4825482.000000 Penalty: 5324.788574
	Iteration 6F: 3 clusters Score -4825482 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -4828835.500000 Penalty: 5324.788574
	Iteration 7F: 3 clusters Score -4828836 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -4830124.000000 Penalty: 5324.788574
	Iteration 8Q: 3 clusters Score -4830124 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -4830627.500000 Penalty: 5324.788574
	Iteration 9Q: 3 clusters Score -4830628 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -4830871.500000 Penalty: 5324.788574
	Iteration 10Q: 3 clusters Score -4830872 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -4831027.000000 Penalty: 5324.788574
	Iteration 11Q: 3 clusters Score -4831027 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -4831120.000000 Penalty: 5324.788574
	Iteration 12Q: 3 clusters Score -4831120 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -4831158.000000 Penalty: 5324.788574
	Iteration 13Q: 3 clusters Score -4831158 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -4831208.500000 Penalty: 5324.788574
	Iteration 14Q: 3 clusters Score -4831208 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -4831265.000000 Penalty: 5324.788574
	Iteration 15Q: 3 clusters Score -4831265 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -4831321.500000 Penalty: 5324.788574
	Iteration 16Q: 3 clusters Score -4831322 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -4831397.500000 Penalty: 5324.788574
	Iteration 17Q: 3 clusters Score -4831398 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -4831445.000000 Penalty: 5324.788574
	Iteration 18Q: 3 clusters Score -4831445 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -4831501.000000 Penalty: 5324.788574
	Iteration 19Q: 3 clusters Score -4831501 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -4831573.000000 Penalty: 5324.788574
	Iteration 20F: 3 clusters Score -4831573 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -4831640.500000 Penalty: 5324.788574
	Iteration 21Q: 3 clusters Score -4831640 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -4831706.000000 Penalty: 5324.788574
	Iteration 22Q: 3 clusters Score -4831706 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -4831816.000000 Penalty: 5324.788574
	Iteration 23Q: 3 clusters Score -4831816 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -4831922.000000 Penalty: 5324.788574
	Iteration 24Q: 3 clusters Score -4831922 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -4832039.500000 Penalty: 5324.788574
	Iteration 25Q: 3 clusters Score -4832040 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -4832157.500000 Penalty: 5324.788574
	Iteration 26Q: 3 clusters Score -4832158 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -4832264.500000 Penalty: 5324.788574
	Iteration 27Q: 3 clusters Score -4832264 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -4832391.500000 Penalty: 5324.788574
	Iteration 28Q: 3 clusters Score -4832392 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -4832506.000000 Penalty: 5324.788574
	Iteration 29Q: 3 clusters Score -4832506 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -4832652.500000 Penalty: 5324.788574
	Iteration 30Q: 3 clusters Score -4832652 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -4832824.500000 Penalty: 5324.788574
	Iteration 31Q: 3 clusters Score -4832824 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -4833048.500000 Penalty: 5324.788574
	Iteration 32Q: 3 clusters Score -4833048 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -4833307.000000 Penalty: 5324.788574
	Iteration 33Q: 3 clusters Score -4833307 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -4833514.500000 Penalty: 5324.788574
	Iteration 34Q: 3 clusters Score -4833514 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -4833597.500000 Penalty: 5324.788574
	Iteration 35Q: 3 clusters Score -4833598 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -4833649.000000 Penalty: 5324.788574
	Iteration 36Q: 3 clusters Score -4833649 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -4833659.000000 Penalty: 5324.788574
	Iteration 37Q: 3 clusters Score -4833659 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -4833674.000000 Penalty: 5324.788574
	Iteration 38Q: 3 clusters Score -4833674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -4833667.500000 Penalty: 5324.788574
	Iteration 39Q: 3 clusters Score -4833668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -4833672.000000 Penalty: 5324.788574
	Iteration 40F: 3 clusters Score -4833672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -4833669.500000 Penalty: 5324.788574
	Iteration 41Q: 3 clusters Score -4833670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -4833666.000000 Penalty: 5324.788574
	Iteration 42Q: 3 clusters Score -4833666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -4833665.500000 Penalty: 5324.788574
	Iteration 43Q: 3 clusters Score -4833666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -4833665.500000 Penalty: 5324.788574
	Iteration 44F: 3 clusters Score -4833666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 8203 members 
Mstep: Class 3 contains 9254 members 
Mstep: Class 4 contains 31675 members 
Mstep: Class 5 contains 40269 members 
Mstep: Class 6 contains 17584 members 
Mstep: Class 7 contains 23511 members 
Mstep: Class 8 contains 993 members 
Mstep: Class 9 contains 33868 members 
Mstep: Class 10 contains 1227 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22362 members 
Mstep: Class 13 contains 15365 members 
Mstep: Class 14 contains 9469 members 
Mstep: Class 15 contains 32554 members 
Mstep: Class 16 contains 33664 members 
Mstep: Class 17 contains 10298 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 25132 members 
Mstep: Class 20 contains 19175 members 
Mstep: Class 21 contains 92673 members 
Mstep: Class 22 contains 46579 members 
Mstep: Class 23 contains 39535 members 
Mstep: Class 24 contains 6043 members 
Mstep: Class 25 contains 10568 members 
Mstep: Class 26 contains 17683 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 16490 members 
Mstep: Class 29 contains 43624 members 
Mstep: Class 30 contains 13208 members 
Mstep: Class 31 contains 12293 members 
Entering Unmasked Estep 
Score: -64609768.000000 Penalty: 102880.585938
Splitting cluster 16 changes total score from -64487004.000000 to -64609768.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (10298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Entering Unmasked Estep 
Score: -681392.625000 Penalty: 2291.446777
	Iteration 0F: 2 clusters Score -681392.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -673648.375000 Penalty: 4582.893555
	Iteration 0F: 3 clusters Score -673648.4 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -676877.062500 Penalty: 4582.893555
	Iteration 1F: 3 clusters Score -676877.1 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -678240.000000 Penalty: 4582.893555
	Iteration 2F: 3 clusters Score -678240 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -679673.937500 Penalty: 4582.893555
	Iteration 3F: 3 clusters Score -679673.9 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -680755.625000 Penalty: 4582.893555
	Iteration 4F: 3 clusters Score -680755.6 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -681313.875000 Penalty: 4582.893555
	Iteration 5F: 3 clusters Score -681313.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -681569.437500 Penalty: 4582.893555
	Iteration 6Q: 3 clusters Score -681569.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -681721.750000 Penalty: 4582.893555
	Iteration 7Q: 3 clusters Score -681721.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -681813.437500 Penalty: 4582.893555
	Iteration 8Q: 3 clusters Score -681813.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -681892.625000 Penalty: 4582.893555
	Iteration 9Q: 3 clusters Score -681892.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -681960.000000 Penalty: 4582.893555
	Iteration 10Q: 3 clusters Score -681960 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -682011.000000 Penalty: 4582.893555
	Iteration 11Q: 3 clusters Score -682011 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -682044.875000 Penalty: 4582.893555
	Iteration 12Q: 3 clusters Score -682044.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -682068.250000 Penalty: 4582.893555
	Iteration 13Q: 3 clusters Score -682068.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -682087.500000 Penalty: 4582.893555
	Iteration 14Q: 3 clusters Score -682087.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -682101.000000 Penalty: 4582.893555
	Iteration 15Q: 3 clusters Score -682101 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -682114.500000 Penalty: 4582.893555
	Iteration 16Q: 3 clusters Score -682114.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -682121.187500 Penalty: 4582.893555
	Iteration 17Q: 3 clusters Score -682121.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -682128.625000 Penalty: 4582.893555
	Iteration 18Q: 3 clusters Score -682128.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -682134.500000 Penalty: 4582.893555
	Iteration 19Q: 3 clusters Score -682134.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -682139.625000 Penalty: 4582.893555
	Iteration 20F: 3 clusters Score -682139.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -682149.687500 Penalty: 4582.893555
	Iteration 21Q: 3 clusters Score -682149.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -682154.875000 Penalty: 4582.893555
	Iteration 22Q: 3 clusters Score -682154.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -682165.562500 Penalty: 4582.893555
	Iteration 23Q: 3 clusters Score -682165.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -682177.687500 Penalty: 4582.893555
	Iteration 24Q: 3 clusters Score -682177.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -682186.812500 Penalty: 4582.893555
	Iteration 25Q: 3 clusters Score -682186.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -682200.000000 Penalty: 4582.893555
	Iteration 26Q: 3 clusters Score -682200 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -682210.062500 Penalty: 4582.893555
	Iteration 27Q: 3 clusters Score -682210.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -682217.937500 Penalty: 4582.893555
	Iteration 28Q: 3 clusters Score -682217.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -682223.937500 Penalty: 4582.893555
	Iteration 29Q: 3 clusters Score -682223.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -682231.375000 Penalty: 4582.893555
	Iteration 30Q: 3 clusters Score -682231.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -682238.500000 Penalty: 4582.893555
	Iteration 31Q: 3 clusters Score -682238.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -682243.875000 Penalty: 4582.893555
	Iteration 32Q: 3 clusters Score -682243.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -682252.937500 Penalty: 4582.893555
	Iteration 33Q: 3 clusters Score -682252.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -682255.500000 Penalty: 4582.893555
	Iteration 34Q: 3 clusters Score -682255.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -682258.062500 Penalty: 4582.893555
	Iteration 35Q: 3 clusters Score -682258.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -682265.750000 Penalty: 4582.893555
	Iteration 36Q: 3 clusters Score -682265.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -682267.250000 Penalty: 4582.893555
	Iteration 37Q: 3 clusters Score -682267.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -682266.875000 Penalty: 4582.893555
	Iteration 38Q: 3 clusters Score -682266.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -682267.062500 Penalty: 4582.893555
	Iteration 39Q: 3 clusters Score -682267.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -682269.000000 Penalty: 4582.893555
	Iteration 40F: 3 clusters Score -682269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -682270.000000 Penalty: 4582.893555
	Iteration 41Q: 3 clusters Score -682270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -682273.062500 Penalty: 4582.893555
	Iteration 42Q: 3 clusters Score -682273.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -682274.875000 Penalty: 4582.893555
	Iteration 43Q: 3 clusters Score -682274.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -682275.437500 Penalty: 4582.893555
	Iteration 44Q: 3 clusters Score -682275.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -682274.562500 Penalty: 4582.893555
	Iteration 45Q: 3 clusters Score -682274.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -682276.875000 Penalty: 4582.893555
	Iteration 46Q: 3 clusters Score -682276.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -682277.437500 Penalty: 4582.893555
	Iteration 47Q: 3 clusters Score -682277.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -682278.187500 Penalty: 4582.893555
	Iteration 48Q: 3 clusters Score -682278.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -682277.687500 Penalty: 4582.893555
	Iteration 49Q: 3 clusters Score -682277.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -682278.500000 Penalty: 4582.893555
	Iteration 50Q: 3 clusters Score -682278.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -682279.187500 Penalty: 4582.893555
	Iteration 51Q: 3 clusters Score -682279.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -682281.250000 Penalty: 4582.893555
	Iteration 52Q: 3 clusters Score -682281.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -682281.250000 Penalty: 4582.893555
	Iteration 53Q: 3 clusters Score -682281.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -682281.312500 Penalty: 4582.893555
	Iteration 54Q: 3 clusters Score -682281.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -682282.750000 Penalty: 4582.893555
	Iteration 55Q: 3 clusters Score -682282.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -682285.625000 Penalty: 4582.893555
	Iteration 56Q: 3 clusters Score -682285.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -682284.062500 Penalty: 4582.893555
	Iteration 57Q: 3 clusters Score -682284.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -682284.062500 Penalty: 4582.893555
	Iteration 58F: 3 clusters Score -682284.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 8203 members 
Mstep: Class 3 contains 9254 members 
Mstep: Class 4 contains 31675 members 
Mstep: Class 5 contains 40269 members 
Mstep: Class 6 contains 17584 members 
Mstep: Class 7 contains 23511 members 
Mstep: Class 8 contains 993 members 
Mstep: Class 9 contains 33868 members 
Mstep: Class 10 contains 1227 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22362 members 
Mstep: Class 13 contains 15365 members 
Mstep: Class 14 contains 9469 members 
Mstep: Class 15 contains 32554 members 
Mstep: Class 16 contains 33664 members 
Mstep: Class 17 contains 3341 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 25132 members 
Mstep: Class 20 contains 19175 members 
Mstep: Class 21 contains 92673 members 
Mstep: Class 22 contains 46579 members 
Mstep: Class 23 contains 39535 members 
Mstep: Class 24 contains 6043 members 
Mstep: Class 25 contains 10568 members 
Mstep: Class 26 contains 17683 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 16490 members 
Mstep: Class 29 contains 43624 members 
Mstep: Class 30 contains 13208 members 
Mstep: Class 31 contains 12293 members 
Mstep: Class 32 contains 6957 members 
Entering Unmasked Estep 
Score: -64609580.000000 Penalty: 106199.320312
Splitting cluster 17 changes total score from -64487004.000000 to -64609580.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (1788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Entering Unmasked Estep 
Score: -146334.781250 Penalty: 1857.235596
	Iteration 0F: 2 clusters Score -146334.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -144182.125000 Penalty: 3714.471191
	Iteration 0F: 3 clusters Score -144182.1 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -145450.250000 Penalty: 3714.471191
	Iteration 1F: 3 clusters Score -145450.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -147041.703125 Penalty: 3714.471191
	Iteration 2F: 3 clusters Score -147041.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -150345.281250 Penalty: 3714.471191
	Iteration 3F: 3 clusters Score -150345.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -153372.312500 Penalty: 3714.471191
	Iteration 4F: 3 clusters Score -153372.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -154710.734375 Penalty: 3714.471191
	Iteration 5F: 3 clusters Score -154710.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -155036.765625 Penalty: 3714.471191
	Iteration 6Q: 3 clusters Score -155036.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -155044.734375 Penalty: 3714.471191
	Iteration 7Q: 3 clusters Score -155044.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -155049.609375 Penalty: 3714.471191
	Iteration 8Q: 3 clusters Score -155049.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -155049.609375 Penalty: 3714.471191
	Iteration 9F: 3 clusters Score -155049.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 8203 members 
Mstep: Class 3 contains 9254 members 
Mstep: Class 4 contains 31675 members 
Mstep: Class 5 contains 40269 members 
Mstep: Class 6 contains 17584 members 
Mstep: Class 7 contains 23511 members 
Mstep: Class 8 contains 993 members 
Mstep: Class 9 contains 33868 members 
Mstep: Class 10 contains 1227 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22362 members 
Mstep: Class 13 contains 15365 members 
Mstep: Class 14 contains 9469 members 
Mstep: Class 15 contains 32554 members 
Mstep: Class 16 contains 33664 members 
Mstep: Class 17 contains 3341 members 
Mstep: Class 18 contains 761 members 
Mstep: Class 19 contains 25132 members 
Mstep: Class 20 contains 19175 members 
Mstep: Class 21 contains 92673 members 
Mstep: Class 22 contains 46579 members 
Mstep: Class 23 contains 39535 members 
Mstep: Class 24 contains 6043 members 
Mstep: Class 25 contains 10568 members 
Mstep: Class 26 contains 17683 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 16490 members 
Mstep: Class 29 contains 43624 members 
Mstep: Class 30 contains 13208 members 
Mstep: Class 31 contains 12293 members 
Mstep: Class 32 contains 6957 members 
Mstep: Class 33 contains 1027 members 
Entering Unmasked Estep 
Score: -64616760.000000 Penalty: 109518.046875
Splitting cluster 18 changes total score from -64487004.000000 to -64616760.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (25132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Entering Unmasked Estep 
Score: -2763240.250000 Penalty: 2512.710449
	Iteration 0F: 2 clusters Score -2763240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2745732.500000 Penalty: 5025.420898
	Iteration 0F: 3 clusters Score -2745732 nChanged 11202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2751830.750000 Penalty: 5025.420898
	Iteration 1F: 3 clusters Score -2751831 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -2752284.500000 Penalty: 5025.420898
	Iteration 2Q: 3 clusters Score -2752284 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -2752751.500000 Penalty: 5025.420898
	Iteration 3Q: 3 clusters Score -2752752 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -2753263.750000 Penalty: 5025.420898
	Iteration 4Q: 3 clusters Score -2753264 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -2753824.250000 Penalty: 5025.420898
	Iteration 5Q: 3 clusters Score -2753824 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2754551.500000 Penalty: 5025.420898
	Iteration 6F: 3 clusters Score -2754552 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2755498.000000 Penalty: 5025.420898
	Iteration 7F: 3 clusters Score -2755498 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2756641.000000 Penalty: 5025.420898
	Iteration 8F: 3 clusters Score -2756641 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -2757704.250000 Penalty: 5025.420898
	Iteration 9F: 3 clusters Score -2757704 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -2758607.500000 Penalty: 5025.420898
	Iteration 10Q: 3 clusters Score -2758608 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -2759333.250000 Penalty: 5025.420898
	Iteration 11Q: 3 clusters Score -2759333 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -2759883.500000 Penalty: 5025.420898
	Iteration 12Q: 3 clusters Score -2759884 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -2760315.000000 Penalty: 5025.420898
	Iteration 13Q: 3 clusters Score -2760315 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -2760646.500000 Penalty: 5025.420898
	Iteration 14Q: 3 clusters Score -2760646 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -2760886.750000 Penalty: 5025.420898
	Iteration 15Q: 3 clusters Score -2760887 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -2761064.000000 Penalty: 5025.420898
	Iteration 16Q: 3 clusters Score -2761064 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -2761174.000000 Penalty: 5025.420898
	Iteration 17Q: 3 clusters Score -2761174 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -2761261.500000 Penalty: 5025.420898
	Iteration 18Q: 3 clusters Score -2761262 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -2761319.000000 Penalty: 5025.420898
	Iteration 19Q: 3 clusters Score -2761319 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -2761356.250000 Penalty: 5025.420898
	Iteration 20F: 3 clusters Score -2761356 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -2761391.000000 Penalty: 5025.420898
	Iteration 21Q: 3 clusters Score -2761391 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -2761422.000000 Penalty: 5025.420898
	Iteration 22Q: 3 clusters Score -2761422 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -2761456.500000 Penalty: 5025.420898
	Iteration 23Q: 3 clusters Score -2761456 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -2761474.000000 Penalty: 5025.420898
	Iteration 24Q: 3 clusters Score -2761474 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -2761497.250000 Penalty: 5025.420898
	Iteration 25Q: 3 clusters Score -2761497 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -2761504.750000 Penalty: 5025.420898
	Iteration 26Q: 3 clusters Score -2761505 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -2761517.750000 Penalty: 5025.420898
	Iteration 27Q: 3 clusters Score -2761518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -2761534.250000 Penalty: 5025.420898
	Iteration 28Q: 3 clusters Score -2761534 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -2761544.500000 Penalty: 5025.420898
	Iteration 29Q: 3 clusters Score -2761544 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -2761551.750000 Penalty: 5025.420898
	Iteration 30Q: 3 clusters Score -2761552 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -2761563.500000 Penalty: 5025.420898
	Iteration 31Q: 3 clusters Score -2761564 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -2761568.500000 Penalty: 5025.420898
	Iteration 32Q: 3 clusters Score -2761568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -2761574.500000 Penalty: 5025.420898
	Iteration 33Q: 3 clusters Score -2761574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -2761581.250000 Penalty: 5025.420898
	Iteration 34Q: 3 clusters Score -2761581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -2761580.500000 Penalty: 5025.420898
	Iteration 35Q: 3 clusters Score -2761580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -2761584.750000 Penalty: 5025.420898
	Iteration 36Q: 3 clusters Score -2761585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -2761583.250000 Penalty: 5025.420898
	Iteration 37Q: 3 clusters Score -2761583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -2761580.250000 Penalty: 5025.420898
	Iteration 38Q: 3 clusters Score -2761580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -2761578.500000 Penalty: 5025.420898
	Iteration 39Q: 3 clusters Score -2761578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -2761580.750000 Penalty: 5025.420898
	Iteration 40F: 3 clusters Score -2761581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -2761584.250000 Penalty: 5025.420898
	Iteration 41Q: 3 clusters Score -2761584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -2761580.750000 Penalty: 5025.420898
	Iteration 42Q: 3 clusters Score -2761581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -2761580.000000 Penalty: 5025.420898
	Iteration 43Q: 3 clusters Score -2761580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -2761580.000000 Penalty: 5025.420898
	Iteration 44F: 3 clusters Score -2761580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 8203 members 
Mstep: Class 3 contains 9254 members 
Mstep: Class 4 contains 31675 members 
Mstep: Class 5 contains 40269 members 
Mstep: Class 6 contains 17584 members 
Mstep: Class 7 contains 23511 members 
Mstep: Class 8 contains 993 members 
Mstep: Class 9 contains 33868 members 
Mstep: Class 10 contains 1227 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 13 contains 15365 members 
Mstep: Class 14 contains 9469 members 
Mstep: Class 15 contains 32554 members 
Mstep: Class 16 contains 33664 members 
Mstep: Class 17 contains 3341 members 
Mstep: Class 18 contains 761 members 
Mstep: Class 19 contains 25132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64642076.000000 Penalty: 109518.046875
Iteration 39Q: 34 clusters Score -6.464208e+07 nChanged 32037
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 9066 members 
Mstep: Class 3 contains 9306 members 
Mstep: Class 4 contains 33789 members 
Mstep: Class 5 contains 42326 members 
Mstep: Class 6 contains 18145 members 
Mstep: Class 7 contains 24933 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 33820 members 
Mstep: Class 10 contains 1280 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22235 members 
Mstep: Class 13 contains 16172 members 
Mstep: Class 14 contains 9839 members 
Mstep: Class 15 contains 34624 members 
Mstep: Class 16 contains 34055 members 
Mstep: Class 17 contains 3581 members 
Mstep: Class 18 contains 764 members 
Mstep: Class 19 contains 25150 members 
Mstep: Class 20 contains 18371 members 
Mstep: Class 21 contains 92593 members 
Mstep: Class 22 contains 44677 members 
Mstep: Class 23 contains 39279 members 
Mstep: Class 24 contains 5489 members 
Mstep: Class 25 contains 10147 members 
Mstep: Class 26 contains 17099 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 15566 members 
Mstep: Class 29 contains 39598 members 
Mstep: Class 30 contains 11780 members 
Mstep: Class 31 contains 12157 members 
Mstep: Class 32 contains 6667 members 
Mstep: Class 33 contains 1025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64663212.000000 Penalty: 109518.046875
Iteration 40F: 34 clusters Score -6.466321e+07 nChanged 24712
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 9424 members 
Mstep: Class 3 contains 9271 members 
Mstep: Class 4 contains 33064 members 
Mstep: Class 5 contains 41096 members 
Mstep: Class 6 contains 18408 members 
Mstep: Class 7 contains 24084 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 33397 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22570 members 
Mstep: Class 13 contains 16317 members 
Mstep: Class 14 contains 9517 members 
Mstep: Class 15 contains 34361 members 
Mstep: Class 16 contains 33701 members 
Mstep: Class 17 contains 3398 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 24821 members 
Mstep: Class 20 contains 18657 members 
Mstep: Class 21 contains 92911 members 
Mstep: Class 22 contains 45179 members 
Mstep: Class 23 contains 40532 members 
Mstep: Class 24 contains 5208 members 
Mstep: Class 25 contains 10423 members 
Mstep: Class 26 contains 17028 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 16420 members 
Mstep: Class 29 contains 39255 members 
Mstep: Class 30 contains 11659 members 
Mstep: Class 31 contains 13013 members 
Mstep: Class 32 contains 6635 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64671072.000000 Penalty: 109518.046875
Iteration 41Q: 34 clusters Score -6.467107e+07 nChanged 13046
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 9655 members 
Mstep: Class 3 contains 9270 members 
Mstep: Class 4 contains 32498 members 
Mstep: Class 5 contains 40132 members 
Mstep: Class 6 contains 18821 members 
Mstep: Class 7 contains 23520 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 33120 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22634 members 
Mstep: Class 13 contains 16431 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 34366 members 
Mstep: Class 16 contains 33287 members 
Mstep: Class 17 contains 3244 members 
Mstep: Class 18 contains 787 members 
Mstep: Class 19 contains 24813 members 
Mstep: Class 20 contains 18742 members 
Mstep: Class 21 contains 93005 members 
Mstep: Class 22 contains 45054 members 
Mstep: Class 23 contains 41740 members 
Mstep: Class 24 contains 5010 members 
Mstep: Class 25 contains 10541 members 
Mstep: Class 26 contains 16930 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 17078 members 
Mstep: Class 29 contains 39000 members 
Mstep: Class 30 contains 11682 members 
Mstep: Class 31 contains 13669 members 
Mstep: Class 32 contains 6643 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64674636.000000 Penalty: 109518.046875
Iteration 42Q: 34 clusters Score -6.467464e+07 nChanged 9463
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 9796 members 
Mstep: Class 3 contains 9267 members 
Mstep: Class 4 contains 32055 members 
Mstep: Class 5 contains 39350 members 
Mstep: Class 6 contains 19272 members 
Mstep: Class 7 contains 23060 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 32892 members 
Mstep: Class 10 contains 1327 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22647 members 
Mstep: Class 13 contains 16551 members 
Mstep: Class 14 contains 9233 members 
Mstep: Class 15 contains 34413 members 
Mstep: Class 16 contains 32815 members 
Mstep: Class 17 contains 3127 members 
Mstep: Class 18 contains 787 members 
Mstep: Class 19 contains 24835 members 
Mstep: Class 20 contains 18759 members 
Mstep: Class 21 contains 93021 members 
Mstep: Class 22 contains 44753 members 
Mstep: Class 23 contains 42916 members 
Mstep: Class 24 contains 4833 members 
Mstep: Class 25 contains 10588 members 
Mstep: Class 26 contains 16829 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 17553 members 
Mstep: Class 29 contains 38833 members 
Mstep: Class 30 contains 11806 members 
Mstep: Class 31 contains 14232 members 
Mstep: Class 32 contains 6646 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64676800.000000 Penalty: 109518.046875
Iteration 43Q: 34 clusters Score -6.46768e+07 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 9842 members 
Mstep: Class 3 contains 9268 members 
Mstep: Class 4 contains 31702 members 
Mstep: Class 5 contains 38639 members 
Mstep: Class 6 contains 19771 members 
Mstep: Class 7 contains 22652 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 32716 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22628 members 
Mstep: Class 13 contains 16663 members 
Mstep: Class 14 contains 9157 members 
Mstep: Class 15 contains 34435 members 
Mstep: Class 16 contains 32387 members 
Mstep: Class 17 contains 3033 members 
Mstep: Class 18 contains 787 members 
Mstep: Class 19 contains 24907 members 
Mstep: Class 20 contains 18747 members 
Mstep: Class 21 contains 93023 members 
Mstep: Class 22 contains 44380 members 
Mstep: Class 23 contains 43961 members 
Mstep: Class 24 contains 4724 members 
Mstep: Class 25 contains 10614 members 
Mstep: Class 26 contains 16749 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 17919 members 
Mstep: Class 29 contains 38678 members 
Mstep: Class 30 contains 11976 members 
Mstep: Class 31 contains 14734 members 
Mstep: Class 32 contains 6648 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64678644.000000 Penalty: 109518.046875
Iteration 44Q: 34 clusters Score -6.467864e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 9857 members 
Mstep: Class 3 contains 9269 members 
Mstep: Class 4 contains 31359 members 
Mstep: Class 5 contains 37957 members 
Mstep: Class 6 contains 20263 members 
Mstep: Class 7 contains 22279 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 32602 members 
Mstep: Class 10 contains 1366 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22597 members 
Mstep: Class 13 contains 16758 members 
Mstep: Class 14 contains 9106 members 
Mstep: Class 15 contains 34448 members 
Mstep: Class 16 contains 32005 members 
Mstep: Class 17 contains 2962 members 
Mstep: Class 18 contains 787 members 
Mstep: Class 19 contains 25000 members 
Mstep: Class 20 contains 18672 members 
Mstep: Class 21 contains 93028 members 
Mstep: Class 22 contains 43971 members 
Mstep: Class 23 contains 44940 members 
Mstep: Class 24 contains 4631 members 
Mstep: Class 25 contains 10637 members 
Mstep: Class 26 contains 16669 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 18216 members 
Mstep: Class 29 contains 38539 members 
Mstep: Class 30 contains 12179 members 
Mstep: Class 31 contains 15236 members 
Mstep: Class 32 contains 6650 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64680236.000000 Penalty: 109518.046875
Iteration 45Q: 34 clusters Score -6.468024e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 9861 members 
Mstep: Class 3 contains 9272 members 
Mstep: Class 4 contains 30983 members 
Mstep: Class 5 contains 37310 members 
Mstep: Class 6 contains 20706 members 
Mstep: Class 7 contains 21914 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 32514 members 
Mstep: Class 10 contains 1377 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22576 members 
Mstep: Class 13 contains 16833 members 
Mstep: Class 14 contains 9082 members 
Mstep: Class 15 contains 34498 members 
Mstep: Class 16 contains 31674 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 787 members 
Mstep: Class 19 contains 25139 members 
Mstep: Class 20 contains 18603 members 
Mstep: Class 21 contains 93025 members 
Mstep: Class 22 contains 43555 members 
Mstep: Class 23 contains 45867 members 
Mstep: Class 24 contains 4528 members 
Mstep: Class 25 contains 10639 members 
Mstep: Class 26 contains 16612 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 18477 members 
Mstep: Class 29 contains 38422 members 
Mstep: Class 30 contains 12351 members 
Mstep: Class 31 contains 15735 members 
Mstep: Class 32 contains 6653 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64681432.000000 Penalty: 109518.046875
Iteration 46Q: 34 clusters Score -6.468143e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 9872 members 
Mstep: Class 3 contains 9274 members 
Mstep: Class 4 contains 30612 members 
Mstep: Class 5 contains 36713 members 
Mstep: Class 6 contains 21102 members 
Mstep: Class 7 contains 21596 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 32441 members 
Mstep: Class 10 contains 1393 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22541 members 
Mstep: Class 13 contains 16905 members 
Mstep: Class 14 contains 9070 members 
Mstep: Class 15 contains 34540 members 
Mstep: Class 16 contains 31361 members 
Mstep: Class 17 contains 2880 members 
Mstep: Class 18 contains 787 members 
Mstep: Class 19 contains 25300 members 
Mstep: Class 20 contains 18514 members 
Mstep: Class 21 contains 93009 members 
Mstep: Class 22 contains 43165 members 
Mstep: Class 23 contains 46712 members 
Mstep: Class 24 contains 4459 members 
Mstep: Class 25 contains 10638 members 
Mstep: Class 26 contains 16575 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 18689 members 
Mstep: Class 29 contains 38306 members 
Mstep: Class 30 contains 12526 members 
Mstep: Class 31 contains 16199 members 
Mstep: Class 32 contains 6656 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64682696.000000 Penalty: 109518.046875
Iteration 47Q: 34 clusters Score -6.46827e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 9875 members 
Mstep: Class 3 contains 9276 members 
Mstep: Class 4 contains 30230 members 
Mstep: Class 5 contains 36196 members 
Mstep: Class 6 contains 21465 members 
Mstep: Class 7 contains 21313 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 32364 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22506 members 
Mstep: Class 13 contains 16966 members 
Mstep: Class 14 contains 9083 members 
Mstep: Class 15 contains 34575 members 
Mstep: Class 16 contains 31024 members 
Mstep: Class 17 contains 2853 members 
Mstep: Class 18 contains 787 members 
Mstep: Class 19 contains 25496 members 
Mstep: Class 20 contains 18446 members 
Mstep: Class 21 contains 93006 members 
Mstep: Class 22 contains 42780 members 
Mstep: Class 23 contains 47521 members 
Mstep: Class 24 contains 4381 members 
Mstep: Class 25 contains 10620 members 
Mstep: Class 26 contains 16543 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 18895 members 
Mstep: Class 29 contains 38180 members 
Mstep: Class 30 contains 12657 members 
Mstep: Class 31 contains 16691 members 
Mstep: Class 32 contains 6650 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64683640.000000 Penalty: 109518.046875
Iteration 48Q: 34 clusters Score -6.468364e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 9859 members 
Mstep: Class 3 contains 9279 members 
Mstep: Class 4 contains 29844 members 
Mstep: Class 5 contains 35731 members 
Mstep: Class 6 contains 21806 members 
Mstep: Class 7 contains 21033 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 32290 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22475 members 
Mstep: Class 13 contains 17046 members 
Mstep: Class 14 contains 9081 members 
Mstep: Class 15 contains 34618 members 
Mstep: Class 16 contains 30668 members 
Mstep: Class 17 contains 2829 members 
Mstep: Class 18 contains 787 members 
Mstep: Class 19 contains 25700 members 
Mstep: Class 20 contains 18351 members 
Mstep: Class 21 contains 93003 members 
Mstep: Class 22 contains 42383 members 
Mstep: Class 23 contains 48296 members 
Mstep: Class 24 contains 4346 members 
Mstep: Class 25 contains 10590 members 
Mstep: Class 26 contains 16513 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 19118 members 
Mstep: Class 29 contains 38081 members 
Mstep: Class 30 contains 12745 members 
Mstep: Class 31 contains 17189 members 
Mstep: Class 32 contains 6649 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64684788.000000 Penalty: 109518.046875
Iteration 49Q: 34 clusters Score -6.468479e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 9858 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 29468 members 
Mstep: Class 5 contains 35382 members 
Mstep: Class 6 contains 22049 members 
Mstep: Class 7 contains 20783 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 32228 members 
Mstep: Class 10 contains 1409 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22465 members 
Mstep: Class 13 contains 17116 members 
Mstep: Class 14 contains 9090 members 
Mstep: Class 15 contains 34624 members 
Mstep: Class 16 contains 30317 members 
Mstep: Class 17 contains 2802 members 
Mstep: Class 18 contains 787 members 
Mstep: Class 19 contains 25878 members 
Mstep: Class 20 contains 18302 members 
Mstep: Class 21 contains 92999 members 
Mstep: Class 22 contains 42037 members 
Mstep: Class 23 contains 48942 members 
Mstep: Class 24 contains 4317 members 
Mstep: Class 25 contains 10578 members 
Mstep: Class 26 contains 16489 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 19317 members 
Mstep: Class 29 contains 37954 members 
Mstep: Class 30 contains 12807 members 
Mstep: Class 31 contains 17734 members 
Mstep: Class 32 contains 6657 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64685736.000000 Penalty: 109518.046875
Iteration 50Q: 34 clusters Score -6.468574e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 9852 members 
Mstep: Class 3 contains 9279 members 
Mstep: Class 4 contains 29102 members 
Mstep: Class 5 contains 35087 members 
Mstep: Class 6 contains 22281 members 
Mstep: Class 7 contains 20529 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 32177 members 
Mstep: Class 10 contains 1416 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22459 members 
Mstep: Class 13 contains 17175 members 
Mstep: Class 14 contains 9095 members 
Mstep: Class 15 contains 34632 members 
Mstep: Class 16 contains 29950 members 
Mstep: Class 17 contains 2786 members 
Mstep: Class 18 contains 787 members 
Mstep: Class 19 contains 26081 members 
Mstep: Class 20 contains 18251 members 
Mstep: Class 21 contains 92995 members 
Mstep: Class 22 contains 41677 members 
Mstep: Class 23 contains 49541 members 
Mstep: Class 24 contains 4267 members 
Mstep: Class 25 contains 10576 members 
Mstep: Class 26 contains 16465 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 19580 members 
Mstep: Class 29 contains 37783 members 
Mstep: Class 30 contains 12850 members 
Mstep: Class 31 contains 18309 members 
Mstep: Class 32 contains 6655 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64686968.000000 Penalty: 109518.046875
Iteration 51Q: 34 clusters Score -6.468697e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 9827 members 
Mstep: Class 3 contains 9277 members 
Mstep: Class 4 contains 28761 members 
Mstep: Class 5 contains 34851 members 
Mstep: Class 6 contains 22515 members 
Mstep: Class 7 contains 20320 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 32112 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22458 members 
Mstep: Class 13 contains 17241 members 
Mstep: Class 14 contains 9103 members 
Mstep: Class 15 contains 34689 members 
Mstep: Class 16 contains 29572 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 787 members 
Mstep: Class 19 contains 26319 members 
Mstep: Class 20 contains 18223 members 
Mstep: Class 21 contains 92998 members 
Mstep: Class 22 contains 41269 members 
Mstep: Class 23 contains 50080 members 
Mstep: Class 24 contains 4208 members 
Mstep: Class 25 contains 10573 members 
Mstep: Class 26 contains 16450 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 19828 members 
Mstep: Class 29 contains 37620 members 
Mstep: Class 30 contains 12855 members 
Mstep: Class 31 contains 18842 members 
Mstep: Class 32 contains 6652 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64688352.000000 Penalty: 109518.046875
Iteration 52Q: 34 clusters Score -6.468835e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 9792 members 
Mstep: Class 3 contains 9276 members 
Mstep: Class 4 contains 28466 members 
Mstep: Class 5 contains 34645 members 
Mstep: Class 6 contains 22743 members 
Mstep: Class 7 contains 20153 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 32058 members 
Mstep: Class 10 contains 1428 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22468 members 
Mstep: Class 13 contains 17284 members 
Mstep: Class 14 contains 9117 members 
Mstep: Class 15 contains 34752 members 
Mstep: Class 16 contains 29218 members 
Mstep: Class 17 contains 2753 members 
Mstep: Class 18 contains 787 members 
Mstep: Class 19 contains 26575 members 
Mstep: Class 20 contains 18184 members 
Mstep: Class 21 contains 93000 members 
Mstep: Class 22 contains 40839 members 
Mstep: Class 23 contains 50544 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 10558 members 
Mstep: Class 26 contains 16450 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 20058 members 
Mstep: Class 29 contains 37486 members 
Mstep: Class 30 contains 12872 members 
Mstep: Class 31 contains 19252 members 
Mstep: Class 32 contains 6656 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64689240.000000 Penalty: 109518.046875
Iteration 53Q: 34 clusters Score -6.468924e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 9793 members 
Mstep: Class 3 contains 9277 members 
Mstep: Class 4 contains 28211 members 
Mstep: Class 5 contains 34481 members 
Mstep: Class 6 contains 22941 members 
Mstep: Class 7 contains 20006 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 32016 members 
Mstep: Class 10 contains 1434 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22473 members 
Mstep: Class 13 contains 17321 members 
Mstep: Class 14 contains 9126 members 
Mstep: Class 15 contains 34813 members 
Mstep: Class 16 contains 28934 members 
Mstep: Class 17 contains 2738 members 
Mstep: Class 18 contains 787 members 
Mstep: Class 19 contains 26856 members 
Mstep: Class 20 contains 18148 members 
Mstep: Class 21 contains 93000 members 
Mstep: Class 22 contains 40405 members 
Mstep: Class 23 contains 50994 members 
Mstep: Class 24 contains 4161 members 
Mstep: Class 25 contains 10537 members 
Mstep: Class 26 contains 16450 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 20280 members 
Mstep: Class 29 contains 37354 members 
Mstep: Class 30 contains 12855 members 
Mstep: Class 31 contains 19548 members 
Mstep: Class 32 contains 6651 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64690040.000000 Penalty: 109518.046875
Iteration 54Q: 34 clusters Score -6.469004e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 9799 members 
Mstep: Class 3 contains 9277 members 
Mstep: Class 4 contains 27971 members 
Mstep: Class 5 contains 34373 members 
Mstep: Class 6 contains 23124 members 
Mstep: Class 7 contains 19868 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 31972 members 
Mstep: Class 10 contains 1438 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22475 members 
Mstep: Class 13 contains 17361 members 
Mstep: Class 14 contains 9145 members 
Mstep: Class 15 contains 34861 members 
Mstep: Class 16 contains 28756 members 
Mstep: Class 17 contains 2727 members 
Mstep: Class 18 contains 787 members 
Mstep: Class 19 contains 27157 members 
Mstep: Class 20 contains 18093 members 
Mstep: Class 21 contains 92997 members 
Mstep: Class 22 contains 39970 members 
Mstep: Class 23 contains 51435 members 
Mstep: Class 24 contains 4115 members 
Mstep: Class 25 contains 10528 members 
Mstep: Class 26 contains 16447 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 20511 members 
Mstep: Class 29 contains 37191 members 
Mstep: Class 30 contains 12808 members 
Mstep: Class 31 contains 19742 members 
Mstep: Class 32 contains 6647 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64690676.000000 Penalty: 109518.046875
Iteration 55Q: 34 clusters Score -6.469068e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 9798 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 27770 members 
Mstep: Class 5 contains 34255 members 
Mstep: Class 6 contains 23311 members 
Mstep: Class 7 contains 19715 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 31940 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22480 members 
Mstep: Class 13 contains 17388 members 
Mstep: Class 14 contains 9171 members 
Mstep: Class 15 contains 34909 members 
Mstep: Class 16 contains 28647 members 
Mstep: Class 17 contains 2713 members 
Mstep: Class 18 contains 787 members 
Mstep: Class 19 contains 27475 members 
Mstep: Class 20 contains 18052 members 
Mstep: Class 21 contains 92990 members 
Mstep: Class 22 contains 39520 members 
Mstep: Class 23 contains 51865 members 
Mstep: Class 24 contains 4081 members 
Mstep: Class 25 contains 10526 members 
Mstep: Class 26 contains 16448 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 20724 members 
Mstep: Class 29 contains 37027 members 
Mstep: Class 30 contains 12769 members 
Mstep: Class 31 contains 19841 members 
Mstep: Class 32 contains 6642 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64690932.000000 Penalty: 109518.046875
Iteration 56Q: 34 clusters Score -6.469093e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 9770 members 
Mstep: Class 3 contains 9279 members 
Mstep: Class 4 contains 27602 members 
Mstep: Class 5 contains 34131 members 
Mstep: Class 6 contains 23493 members 
Mstep: Class 7 contains 19573 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 31912 members 
Mstep: Class 10 contains 1455 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22490 members 
Mstep: Class 13 contains 17426 members 
Mstep: Class 14 contains 9196 members 
Mstep: Class 15 contains 34966 members 
Mstep: Class 16 contains 28585 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 787 members 
Mstep: Class 19 contains 27803 members 
Mstep: Class 20 contains 18007 members 
Mstep: Class 21 contains 92983 members 
Mstep: Class 22 contains 39048 members 
Mstep: Class 23 contains 52267 members 
Mstep: Class 24 contains 4064 members 
Mstep: Class 25 contains 10520 members 
Mstep: Class 26 contains 16454 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 20904 members 
Mstep: Class 29 contains 36872 members 
Mstep: Class 30 contains 12729 members 
Mstep: Class 31 contains 19891 members 
Mstep: Class 32 contains 6642 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64691436.000000 Penalty: 109518.046875
Iteration 57Q: 34 clusters Score -6.469144e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 9767 members 
Mstep: Class 3 contains 9279 members 
Mstep: Class 4 contains 27438 members 
Mstep: Class 5 contains 34017 members 
Mstep: Class 6 contains 23642 members 
Mstep: Class 7 contains 19447 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 31874 members 
Mstep: Class 10 contains 1459 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22504 members 
Mstep: Class 13 contains 17444 members 
Mstep: Class 14 contains 9218 members 
Mstep: Class 15 contains 35017 members 
Mstep: Class 16 contains 28536 members 
Mstep: Class 17 contains 2685 members 
Mstep: Class 18 contains 787 members 
Mstep: Class 19 contains 28166 members 
Mstep: Class 20 contains 17969 members 
Mstep: Class 21 contains 92985 members 
Mstep: Class 22 contains 38540 members 
Mstep: Class 23 contains 52654 members 
Mstep: Class 24 contains 4042 members 
Mstep: Class 25 contains 10513 members 
Mstep: Class 26 contains 16467 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 21079 members 
Mstep: Class 29 contains 36736 members 
Mstep: Class 30 contains 12709 members 
Mstep: Class 31 contains 19920 members 
Mstep: Class 32 contains 6642 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64691564.000000 Penalty: 109518.046875
Iteration 58Q: 34 clusters Score -6.469156e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 9759 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 27310 members 
Mstep: Class 5 contains 33943 members 
Mstep: Class 6 contains 23779 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 31841 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22516 members 
Mstep: Class 13 contains 17454 members 
Mstep: Class 14 contains 9232 members 
Mstep: Class 15 contains 35097 members 
Mstep: Class 16 contains 28496 members 
Mstep: Class 17 contains 2670 members 
Mstep: Class 18 contains 787 members 
Mstep: Class 19 contains 28570 members 
Mstep: Class 20 contains 17929 members 
Mstep: Class 21 contains 92989 members 
Mstep: Class 22 contains 37982 members 
Mstep: Class 23 contains 53001 members 
Mstep: Class 24 contains 4030 members 
Mstep: Class 25 contains 10511 members 
Mstep: Class 26 contains 16476 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 21213 members 
Mstep: Class 29 contains 36611 members 
Mstep: Class 30 contains 12666 members 
Mstep: Class 31 contains 19921 members 
Mstep: Class 32 contains 6644 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64691784.000000 Penalty: 109518.046875
Iteration 59Q: 34 clusters Score -6.469178e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 9748 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 27204 members 
Mstep: Class 5 contains 33860 members 
Mstep: Class 6 contains 23937 members 
Mstep: Class 7 contains 19243 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 31806 members 
Mstep: Class 10 contains 1464 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22526 members 
Mstep: Class 13 contains 17473 members 
Mstep: Class 14 contains 9244 members 
Mstep: Class 15 contains 35169 members 
Mstep: Class 16 contains 28472 members 
Mstep: Class 17 contains 2656 members 
Mstep: Class 18 contains 787 members 
Mstep: Class 19 contains 29027 members 
Mstep: Class 20 contains 17895 members 
Mstep: Class 21 contains 92991 members 
Mstep: Class 22 contains 37416 members 
Mstep: Class 23 contains 53322 members 
Mstep: Class 24 contains 4008 members 
Mstep: Class 25 contains 10495 members 
Mstep: Class 26 contains 16486 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 21336 members 
Mstep: Class 29 contains 36494 members 
Mstep: Class 30 contains 12614 members 
Mstep: Class 31 contains 19913 members 
Mstep: Class 32 contains 6649 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64691924.000000 Penalty: 109518.046875
Iteration 60F: 34 clusters Score -6.469192e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 9726 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 27100 members 
Mstep: Class 5 contains 33798 members 
Mstep: Class 6 contains 24123 members 
Mstep: Class 7 contains 19102 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 31771 members 
Mstep: Class 10 contains 1464 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22547 members 
Mstep: Class 13 contains 17491 members 
Mstep: Class 14 contains 9254 members 
Mstep: Class 15 contains 35231 members 
Mstep: Class 16 contains 28445 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 29495 members 
Mstep: Class 20 contains 17841 members 
Mstep: Class 21 contains 93001 members 
Mstep: Class 22 contains 36854 members 
Mstep: Class 23 contains 53617 members 
Mstep: Class 24 contains 3981 members 
Mstep: Class 25 contains 10474 members 
Mstep: Class 26 contains 16495 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 21471 members 
Mstep: Class 29 contains 36362 members 
Mstep: Class 30 contains 12539 members 
Mstep: Class 31 contains 19955 members 
Mstep: Class 32 contains 6649 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64692780.000000 Penalty: 109518.046875
Iteration 61Q: 34 clusters Score -6.469278e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 9715 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26981 members 
Mstep: Class 5 contains 33761 members 
Mstep: Class 6 contains 24261 members 
Mstep: Class 7 contains 18991 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 31725 members 
Mstep: Class 10 contains 1464 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22568 members 
Mstep: Class 13 contains 17520 members 
Mstep: Class 14 contains 9261 members 
Mstep: Class 15 contains 35303 members 
Mstep: Class 16 contains 28433 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 30077 members 
Mstep: Class 20 contains 17771 members 
Mstep: Class 21 contains 93009 members 
Mstep: Class 22 contains 36175 members 
Mstep: Class 23 contains 53910 members 
Mstep: Class 24 contains 3965 members 
Mstep: Class 25 contains 10466 members 
Mstep: Class 26 contains 16505 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 21635 members 
Mstep: Class 29 contains 36218 members 
Mstep: Class 30 contains 12445 members 
Mstep: Class 31 contains 19968 members 
Mstep: Class 32 contains 6654 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64693144.000000 Penalty: 109518.046875
Iteration 62Q: 34 clusters Score -6.469314e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 9715 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26868 members 
Mstep: Class 5 contains 33727 members 
Mstep: Class 6 contains 24356 members 
Mstep: Class 7 contains 18877 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 31700 members 
Mstep: Class 10 contains 1464 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22593 members 
Mstep: Class 13 contains 17540 members 
Mstep: Class 14 contains 9273 members 
Mstep: Class 15 contains 35370 members 
Mstep: Class 16 contains 28421 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 30730 members 
Mstep: Class 20 contains 17728 members 
Mstep: Class 21 contains 93013 members 
Mstep: Class 22 contains 35462 members 
Mstep: Class 23 contains 54185 members 
Mstep: Class 24 contains 3948 members 
Mstep: Class 25 contains 10451 members 
Mstep: Class 26 contains 16509 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 21788 members 
Mstep: Class 29 contains 36092 members 
Mstep: Class 30 contains 12333 members 
Mstep: Class 31 contains 19969 members 
Mstep: Class 32 contains 6658 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64693740.000000 Penalty: 109518.046875
Iteration 63Q: 34 clusters Score -6.469374e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 9709 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26743 members 
Mstep: Class 5 contains 33693 members 
Mstep: Class 6 contains 24451 members 
Mstep: Class 7 contains 18797 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 31689 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22620 members 
Mstep: Class 13 contains 17551 members 
Mstep: Class 14 contains 9286 members 
Mstep: Class 15 contains 35439 members 
Mstep: Class 16 contains 28411 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 31431 members 
Mstep: Class 20 contains 17686 members 
Mstep: Class 21 contains 93018 members 
Mstep: Class 22 contains 34761 members 
Mstep: Class 23 contains 54391 members 
Mstep: Class 24 contains 3934 members 
Mstep: Class 25 contains 10443 members 
Mstep: Class 26 contains 16507 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 21939 members 
Mstep: Class 29 contains 35958 members 
Mstep: Class 30 contains 12224 members 
Mstep: Class 31 contains 19956 members 
Mstep: Class 32 contains 6658 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64694160.000000 Penalty: 109518.046875
Iteration 64Q: 34 clusters Score -6.469416e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 9707 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26617 members 
Mstep: Class 5 contains 33676 members 
Mstep: Class 6 contains 24538 members 
Mstep: Class 7 contains 18739 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 31676 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22652 members 
Mstep: Class 13 contains 17569 members 
Mstep: Class 14 contains 9297 members 
Mstep: Class 15 contains 35527 members 
Mstep: Class 16 contains 28412 members 
Mstep: Class 17 contains 2601 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 32158 members 
Mstep: Class 20 contains 17648 members 
Mstep: Class 21 contains 93022 members 
Mstep: Class 22 contains 34072 members 
Mstep: Class 23 contains 54523 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 10428 members 
Mstep: Class 26 contains 16507 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 22058 members 
Mstep: Class 29 contains 35827 members 
Mstep: Class 30 contains 12113 members 
Mstep: Class 31 contains 19942 members 
Mstep: Class 32 contains 6657 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64694624.000000 Penalty: 109518.046875
Iteration 65Q: 34 clusters Score -6.469462e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 9706 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26491 members 
Mstep: Class 5 contains 33671 members 
Mstep: Class 6 contains 24625 members 
Mstep: Class 7 contains 18680 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 31668 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22675 members 
Mstep: Class 13 contains 17582 members 
Mstep: Class 14 contains 9310 members 
Mstep: Class 15 contains 35584 members 
Mstep: Class 16 contains 28410 members 
Mstep: Class 17 contains 2596 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 32901 members 
Mstep: Class 20 contains 17615 members 
Mstep: Class 21 contains 93025 members 
Mstep: Class 22 contains 33434 members 
Mstep: Class 23 contains 54601 members 
Mstep: Class 24 contains 3914 members 
Mstep: Class 25 contains 10402 members 
Mstep: Class 26 contains 16503 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 22161 members 
Mstep: Class 29 contains 35706 members 
Mstep: Class 30 contains 12020 members 
Mstep: Class 31 contains 19925 members 
Mstep: Class 32 contains 6653 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64695088.000000 Penalty: 109518.046875
Iteration 66Q: 34 clusters Score -6.469509e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 9699 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26380 members 
Mstep: Class 5 contains 33636 members 
Mstep: Class 6 contains 24709 members 
Mstep: Class 7 contains 18620 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 31649 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22693 members 
Mstep: Class 13 contains 17604 members 
Mstep: Class 14 contains 9317 members 
Mstep: Class 15 contains 35603 members 
Mstep: Class 16 contains 28409 members 
Mstep: Class 17 contains 2586 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 33593 members 
Mstep: Class 20 contains 17580 members 
Mstep: Class 21 contains 93024 members 
Mstep: Class 22 contains 32904 members 
Mstep: Class 23 contains 54633 members 
Mstep: Class 24 contains 3904 members 
Mstep: Class 25 contains 10394 members 
Mstep: Class 26 contains 16505 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 22258 members 
Mstep: Class 29 contains 35621 members 
Mstep: Class 30 contains 11943 members 
Mstep: Class 31 contains 19919 members 
Mstep: Class 32 contains 6648 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64695724.000000 Penalty: 109518.046875
Iteration 67Q: 34 clusters Score -6.469572e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 9698 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26284 members 
Mstep: Class 5 contains 33611 members 
Mstep: Class 6 contains 24796 members 
Mstep: Class 7 contains 18575 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 31629 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22711 members 
Mstep: Class 13 contains 17622 members 
Mstep: Class 14 contains 9328 members 
Mstep: Class 15 contains 35594 members 
Mstep: Class 16 contains 28410 members 
Mstep: Class 17 contains 2573 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 34213 members 
Mstep: Class 20 contains 17541 members 
Mstep: Class 21 contains 93021 members 
Mstep: Class 22 contains 32433 members 
Mstep: Class 23 contains 54643 members 
Mstep: Class 24 contains 3895 members 
Mstep: Class 25 contains 10385 members 
Mstep: Class 26 contains 16516 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 22315 members 
Mstep: Class 29 contains 35575 members 
Mstep: Class 30 contains 11887 members 
Mstep: Class 31 contains 19906 members 
Mstep: Class 32 contains 6644 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64696068.000000 Penalty: 109518.046875
Iteration 68Q: 34 clusters Score -6.469607e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 9679 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26220 members 
Mstep: Class 5 contains 33588 members 
Mstep: Class 6 contains 24884 members 
Mstep: Class 7 contains 18546 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 31600 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22722 members 
Mstep: Class 13 contains 17647 members 
Mstep: Class 14 contains 9337 members 
Mstep: Class 15 contains 35578 members 
Mstep: Class 16 contains 28411 members 
Mstep: Class 17 contains 2563 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 34726 members 
Mstep: Class 20 contains 17504 members 
Mstep: Class 21 contains 93021 members 
Mstep: Class 22 contains 32069 members 
Mstep: Class 23 contains 54620 members 
Mstep: Class 24 contains 3887 members 
Mstep: Class 25 contains 10375 members 
Mstep: Class 26 contains 16526 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 22364 members 
Mstep: Class 29 contains 35534 members 
Mstep: Class 30 contains 11835 members 
Mstep: Class 31 contains 19887 members 
Mstep: Class 32 contains 6642 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64696192.000000 Penalty: 109518.046875
Iteration 69Q: 34 clusters Score -6.469619e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 9671 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26170 members 
Mstep: Class 5 contains 33566 members 
Mstep: Class 6 contains 24961 members 
Mstep: Class 7 contains 18508 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 31577 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22746 members 
Mstep: Class 13 contains 17664 members 
Mstep: Class 14 contains 9354 members 
Mstep: Class 15 contains 35548 members 
Mstep: Class 16 contains 28413 members 
Mstep: Class 17 contains 2549 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 35142 members 
Mstep: Class 20 contains 17469 members 
Mstep: Class 21 contains 93021 members 
Mstep: Class 22 contains 31811 members 
Mstep: Class 23 contains 54575 members 
Mstep: Class 24 contains 3887 members 
Mstep: Class 25 contains 10362 members 
Mstep: Class 26 contains 16533 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 22413 members 
Mstep: Class 29 contains 35488 members 
Mstep: Class 30 contains 11791 members 
Mstep: Class 31 contains 19872 members 
Mstep: Class 32 contains 6640 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64696252.000000 Penalty: 109518.046875
Iteration 70Q: 34 clusters Score -6.469625e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 9681 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26124 members 
Mstep: Class 5 contains 33546 members 
Mstep: Class 6 contains 25014 members 
Mstep: Class 7 contains 18484 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 31553 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22777 members 
Mstep: Class 13 contains 17680 members 
Mstep: Class 14 contains 9356 members 
Mstep: Class 15 contains 35539 members 
Mstep: Class 16 contains 28413 members 
Mstep: Class 17 contains 2533 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 35466 members 
Mstep: Class 20 contains 17428 members 
Mstep: Class 21 contains 93024 members 
Mstep: Class 22 contains 31597 members 
Mstep: Class 23 contains 54542 members 
Mstep: Class 24 contains 3882 members 
Mstep: Class 25 contains 10349 members 
Mstep: Class 26 contains 16545 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 22453 members 
Mstep: Class 29 contains 35434 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 19865 members 
Mstep: Class 32 contains 6647 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64696384.000000 Penalty: 109518.046875
Iteration 71Q: 34 clusters Score -6.469638e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 9681 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26097 members 
Mstep: Class 5 contains 33523 members 
Mstep: Class 6 contains 25072 members 
Mstep: Class 7 contains 18449 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 31531 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22800 members 
Mstep: Class 13 contains 17696 members 
Mstep: Class 14 contains 9359 members 
Mstep: Class 15 contains 35518 members 
Mstep: Class 16 contains 28420 members 
Mstep: Class 17 contains 2522 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 35690 members 
Mstep: Class 20 contains 17388 members 
Mstep: Class 21 contains 93022 members 
Mstep: Class 22 contains 31470 members 
Mstep: Class 23 contains 54508 members 
Mstep: Class 24 contains 3878 members 
Mstep: Class 25 contains 10346 members 
Mstep: Class 26 contains 16552 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 22510 members 
Mstep: Class 29 contains 35402 members 
Mstep: Class 30 contains 11731 members 
Mstep: Class 31 contains 19844 members 
Mstep: Class 32 contains 6649 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64696420.000000 Penalty: 109518.046875
Iteration 72Q: 34 clusters Score -6.469642e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 9690 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26076 members 
Mstep: Class 5 contains 33520 members 
Mstep: Class 6 contains 25110 members 
Mstep: Class 7 contains 18416 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 31505 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22823 members 
Mstep: Class 13 contains 17714 members 
Mstep: Class 14 contains 9364 members 
Mstep: Class 15 contains 35515 members 
Mstep: Class 16 contains 28422 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 35889 members 
Mstep: Class 20 contains 17367 members 
Mstep: Class 21 contains 93022 members 
Mstep: Class 22 contains 31369 members 
Mstep: Class 23 contains 54471 members 
Mstep: Class 24 contains 3868 members 
Mstep: Class 25 contains 10348 members 
Mstep: Class 26 contains 16554 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 22572 members 
Mstep: Class 29 contains 35358 members 
Mstep: Class 30 contains 11661 members 
Mstep: Class 31 contains 19827 members 
Mstep: Class 32 contains 6653 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64696444.000000 Penalty: 109518.046875
Iteration 73Q: 34 clusters Score -6.469644e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 9696 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26061 members 
Mstep: Class 5 contains 33512 members 
Mstep: Class 6 contains 25155 members 
Mstep: Class 7 contains 18397 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 31487 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22833 members 
Mstep: Class 13 contains 17730 members 
Mstep: Class 14 contains 9376 members 
Mstep: Class 15 contains 35509 members 
Mstep: Class 16 contains 28418 members 
Mstep: Class 17 contains 2503 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 36022 members 
Mstep: Class 20 contains 17361 members 
Mstep: Class 21 contains 93018 members 
Mstep: Class 22 contains 31306 members 
Mstep: Class 23 contains 54441 members 
Mstep: Class 24 contains 3854 members 
Mstep: Class 25 contains 10341 members 
Mstep: Class 26 contains 16556 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 22619 members 
Mstep: Class 29 contains 35332 members 
Mstep: Class 30 contains 11594 members 
Mstep: Class 31 contains 19815 members 
Mstep: Class 32 contains 6656 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64696636.000000 Penalty: 109518.046875
Iteration 74Q: 34 clusters Score -6.469664e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26054 members 
Mstep: Class 5 contains 33503 members 
Mstep: Class 6 contains 25202 members 
Mstep: Class 7 contains 18386 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 31469 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22838 members 
Mstep: Class 13 contains 17750 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 35501 members 
Mstep: Class 16 contains 28421 members 
Mstep: Class 17 contains 2493 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 36122 members 
Mstep: Class 20 contains 17317 members 
Mstep: Class 21 contains 93018 members 
Mstep: Class 22 contains 31252 members 
Mstep: Class 23 contains 54415 members 
Mstep: Class 24 contains 3849 members 
Mstep: Class 25 contains 10337 members 
Mstep: Class 26 contains 16560 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 22661 members 
Mstep: Class 29 contains 35302 members 
Mstep: Class 30 contains 11551 members 
Mstep: Class 31 contains 19798 members 
Mstep: Class 32 contains 6663 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64696648.000000 Penalty: 109518.046875
Iteration 75Q: 34 clusters Score -6.469665e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 9702 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26057 members 
Mstep: Class 5 contains 33504 members 
Mstep: Class 6 contains 25236 members 
Mstep: Class 7 contains 18379 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 31458 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22852 members 
Mstep: Class 13 contains 17768 members 
Mstep: Class 14 contains 9406 members 
Mstep: Class 15 contains 35493 members 
Mstep: Class 16 contains 28426 members 
Mstep: Class 17 contains 2487 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 36189 members 
Mstep: Class 20 contains 17275 members 
Mstep: Class 21 contains 93016 members 
Mstep: Class 22 contains 31212 members 
Mstep: Class 23 contains 54391 members 
Mstep: Class 24 contains 3849 members 
Mstep: Class 25 contains 10337 members 
Mstep: Class 26 contains 16563 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 22726 members 
Mstep: Class 29 contains 35271 members 
Mstep: Class 30 contains 11490 members 
Mstep: Class 31 contains 19774 members 
Mstep: Class 32 contains 6669 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64696808.000000 Penalty: 109518.046875
Iteration 76Q: 34 clusters Score -6.469681e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 9715 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26052 members 
Mstep: Class 5 contains 33503 members 
Mstep: Class 6 contains 25254 members 
Mstep: Class 7 contains 18360 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 31449 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22873 members 
Mstep: Class 13 contains 17783 members 
Mstep: Class 14 contains 9414 members 
Mstep: Class 15 contains 35496 members 
Mstep: Class 16 contains 28425 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 36232 members 
Mstep: Class 20 contains 17251 members 
Mstep: Class 21 contains 93013 members 
Mstep: Class 22 contains 31175 members 
Mstep: Class 23 contains 54376 members 
Mstep: Class 24 contains 3847 members 
Mstep: Class 25 contains 10335 members 
Mstep: Class 26 contains 16562 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 22785 members 
Mstep: Class 29 contains 35252 members 
Mstep: Class 30 contains 11443 members 
Mstep: Class 31 contains 19749 members 
Mstep: Class 32 contains 6673 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64696896.000000 Penalty: 109518.046875
Iteration 77Q: 34 clusters Score -6.46969e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 9725 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26052 members 
Mstep: Class 5 contains 33508 members 
Mstep: Class 6 contains 25264 members 
Mstep: Class 7 contains 18338 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 31439 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22886 members 
Mstep: Class 13 contains 17801 members 
Mstep: Class 14 contains 9428 members 
Mstep: Class 15 contains 35511 members 
Mstep: Class 16 contains 28422 members 
Mstep: Class 17 contains 2473 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 36264 members 
Mstep: Class 20 contains 17227 members 
Mstep: Class 21 contains 93010 members 
Mstep: Class 22 contains 31136 members 
Mstep: Class 23 contains 54369 members 
Mstep: Class 24 contains 3847 members 
Mstep: Class 25 contains 10333 members 
Mstep: Class 26 contains 16563 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 22846 members 
Mstep: Class 29 contains 35223 members 
Mstep: Class 30 contains 11401 members 
Mstep: Class 31 contains 19723 members 
Mstep: Class 32 contains 6681 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64696876.000000 Penalty: 109518.046875
Iteration 78Q: 34 clusters Score -6.469688e+07 nChanged 566
Entering ConstructFrom: 
Score: -64696876.000000 Penalty: 109518.046875
Entering ConstructFrom: 
Trying to split cluster 1 (13203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Entering Unmasked Estep 
Score: -1442112.500000 Penalty: 2353.073486
	Iteration 0F: 2 clusters Score -1442112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1432330.750000 Penalty: 4706.146973
	Iteration 0F: 3 clusters Score -1432331 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1435360.000000 Penalty: 4706.146973
	Iteration 1F: 3 clusters Score -1435360 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1435732.000000 Penalty: 4706.146973
	Iteration 2F: 3 clusters Score -1435732 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1436046.500000 Penalty: 4706.146973
	Iteration 3F: 3 clusters Score -1436046 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1436361.625000 Penalty: 4706.146973
	Iteration 4Q: 3 clusters Score -1436362 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1436725.500000 Penalty: 4706.146973
	Iteration 5Q: 3 clusters Score -1436726 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1437159.625000 Penalty: 4706.146973
	Iteration 6F: 3 clusters Score -1437160 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1437712.875000 Penalty: 4706.146973
	Iteration 7F: 3 clusters Score -1437713 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1438310.875000 Penalty: 4706.146973
	Iteration 8F: 3 clusters Score -1438311 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1438883.375000 Penalty: 4706.146973
	Iteration 9F: 3 clusters Score -1438883 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1439346.375000 Penalty: 4706.146973
	Iteration 10Q: 3 clusters Score -1439346 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1439664.875000 Penalty: 4706.146973
	Iteration 11Q: 3 clusters Score -1439665 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1439870.000000 Penalty: 4706.146973
	Iteration 12Q: 3 clusters Score -1439870 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1439980.500000 Penalty: 4706.146973
	Iteration 13Q: 3 clusters Score -1439980 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1440057.875000 Penalty: 4706.146973
	Iteration 14Q: 3 clusters Score -1440058 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1440108.375000 Penalty: 4706.146973
	Iteration 15Q: 3 clusters Score -1440108 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1440146.125000 Penalty: 4706.146973
	Iteration 16Q: 3 clusters Score -1440146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1440167.500000 Penalty: 4706.146973
	Iteration 17Q: 3 clusters Score -1440168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1440182.375000 Penalty: 4706.146973
	Iteration 18Q: 3 clusters Score -1440182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1440190.750000 Penalty: 4706.146973
	Iteration 19Q: 3 clusters Score -1440191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1440204.875000 Penalty: 4706.146973
	Iteration 20F: 3 clusters Score -1440205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1440214.750000 Penalty: 4706.146973
	Iteration 21Q: 3 clusters Score -1440215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1440220.000000 Penalty: 4706.146973
	Iteration 22Q: 3 clusters Score -1440220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1440224.000000 Penalty: 4706.146973
	Iteration 23Q: 3 clusters Score -1440224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1440227.000000 Penalty: 4706.146973
	Iteration 24Q: 3 clusters Score -1440227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1440229.000000 Penalty: 4706.146973
	Iteration 25Q: 3 clusters Score -1440229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1440230.000000 Penalty: 4706.146973
	Iteration 26Q: 3 clusters Score -1440230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1440229.000000 Penalty: 4706.146973
	Iteration 27Q: 3 clusters Score -1440229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1440234.625000 Penalty: 4706.146973
	Iteration 28Q: 3 clusters Score -1440235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1440234.125000 Penalty: 4706.146973
	Iteration 29Q: 3 clusters Score -1440234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1440236.625000 Penalty: 4706.146973
	Iteration 30Q: 3 clusters Score -1440237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1440237.250000 Penalty: 4706.146973
	Iteration 31Q: 3 clusters Score -1440237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1440237.250000 Penalty: 4706.146973
	Iteration 32F: 3 clusters Score -1440237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Entering Unmasked Estep 
Score: -767957.500000 Penalty: 2277.478271
	Iteration 0F: 2 clusters Score -767957.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -760482.625000 Penalty: 4554.956543
	Iteration 0F: 3 clusters Score -760482.6 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -762768.437500 Penalty: 4554.956543
	Iteration 1F: 3 clusters Score -762768.4 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -763283.375000 Penalty: 4554.956543
	Iteration 2F: 3 clusters Score -763283.4 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -763741.812500 Penalty: 4554.956543
	Iteration 3F: 3 clusters Score -763741.8 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -764201.125000 Penalty: 4554.956543
	Iteration 4F: 3 clusters Score -764201.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -764725.937500 Penalty: 4554.956543
	Iteration 5F: 3 clusters Score -764725.9 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -765170.875000 Penalty: 4554.956543
	Iteration 6F: 3 clusters Score -765170.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -765505.687500 Penalty: 4554.956543
	Iteration 7Q: 3 clusters Score -765505.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -765741.437500 Penalty: 4554.956543
	Iteration 8Q: 3 clusters Score -765741.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -765914.562500 Penalty: 4554.956543
	Iteration 9Q: 3 clusters Score -765914.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -766039.062500 Penalty: 4554.956543
	Iteration 10Q: 3 clusters Score -766039.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -766109.812500 Penalty: 4554.956543
	Iteration 11Q: 3 clusters Score -766109.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -766158.812500 Penalty: 4554.956543
	Iteration 12Q: 3 clusters Score -766158.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -766202.125000 Penalty: 4554.956543
	Iteration 13Q: 3 clusters Score -766202.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -766231.125000 Penalty: 4554.956543
	Iteration 14Q: 3 clusters Score -766231.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -766249.937500 Penalty: 4554.956543
	Iteration 15Q: 3 clusters Score -766249.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -766270.500000 Penalty: 4554.956543
	Iteration 16Q: 3 clusters Score -766270.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -766280.562500 Penalty: 4554.956543
	Iteration 17Q: 3 clusters Score -766280.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -766290.687500 Penalty: 4554.956543
	Iteration 18Q: 3 clusters Score -766290.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -766297.625000 Penalty: 4554.956543
	Iteration 19Q: 3 clusters Score -766297.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -766302.312500 Penalty: 4554.956543
	Iteration 20F: 3 clusters Score -766302.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -766307.875000 Penalty: 4554.956543
	Iteration 21Q: 3 clusters Score -766307.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -766316.187500 Penalty: 4554.956543
	Iteration 22Q: 3 clusters Score -766316.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -766324.250000 Penalty: 4554.956543
	Iteration 23Q: 3 clusters Score -766324.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -766325.625000 Penalty: 4554.956543
	Iteration 24Q: 3 clusters Score -766325.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -766329.750000 Penalty: 4554.956543
	Iteration 25Q: 3 clusters Score -766329.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -766331.875000 Penalty: 4554.956543
	Iteration 26Q: 3 clusters Score -766331.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -766335.687500 Penalty: 4554.956543
	Iteration 27Q: 3 clusters Score -766335.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -766341.187500 Penalty: 4554.956543
	Iteration 28Q: 3 clusters Score -766341.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -766346.312500 Penalty: 4554.956543
	Iteration 29Q: 3 clusters Score -766346.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -766353.750000 Penalty: 4554.956543
	Iteration 30Q: 3 clusters Score -766353.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -766355.937500 Penalty: 4554.956543
	Iteration 31Q: 3 clusters Score -766355.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -766358.875000 Penalty: 4554.956543
	Iteration 32Q: 3 clusters Score -766358.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -766361.500000 Penalty: 4554.956543
	Iteration 33Q: 3 clusters Score -766361.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -766363.000000 Penalty: 4554.956543
	Iteration 34Q: 3 clusters Score -766363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -766366.187500 Penalty: 4554.956543
	Iteration 35Q: 3 clusters Score -766366.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -766370.062500 Penalty: 4554.956543
	Iteration 36Q: 3 clusters Score -766370.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -766367.875000 Penalty: 4554.956543
	Iteration 37Q: 3 clusters Score -766367.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -766369.250000 Penalty: 4554.956543
	Iteration 38Q: 3 clusters Score -766369.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -766370.937500 Penalty: 4554.956543
	Iteration 39Q: 3 clusters Score -766370.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -766372.562500 Penalty: 4554.956543
	Iteration 40F: 3 clusters Score -766372.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -766375.250000 Penalty: 4554.956543
	Iteration 41Q: 3 clusters Score -766375.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -766375.875000 Penalty: 4554.956543
	Iteration 42Q: 3 clusters Score -766375.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -766379.312500 Penalty: 4554.956543
	Iteration 43Q: 3 clusters Score -766379.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -766381.500000 Penalty: 4554.956543
	Iteration 44Q: 3 clusters Score -766381.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -766382.312500 Penalty: 4554.956543
	Iteration 45Q: 3 clusters Score -766382.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -766383.562500 Penalty: 4554.956543
	Iteration 46Q: 3 clusters Score -766383.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -766384.875000 Penalty: 4554.956543
	Iteration 47Q: 3 clusters Score -766384.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -766386.750000 Penalty: 4554.956543
	Iteration 48Q: 3 clusters Score -766386.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -766390.312500 Penalty: 4554.956543
	Iteration 49Q: 3 clusters Score -766390.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -766392.187500 Penalty: 4554.956543
	Iteration 50Q: 3 clusters Score -766392.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -766394.312500 Penalty: 4554.956543
	Iteration 51Q: 3 clusters Score -766394.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -766397.937500 Penalty: 4554.956543
	Iteration 52Q: 3 clusters Score -766397.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -766401.125000 Penalty: 4554.956543
	Iteration 53Q: 3 clusters Score -766401.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -766404.312500 Penalty: 4554.956543
	Iteration 54Q: 3 clusters Score -766404.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -766408.125000 Penalty: 4554.956543
	Iteration 55Q: 3 clusters Score -766408.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -766409.750000 Penalty: 4554.956543
	Iteration 56Q: 3 clusters Score -766409.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -766410.937500 Penalty: 4554.956543
	Iteration 57Q: 3 clusters Score -766410.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -766413.125000 Penalty: 4554.956543
	Iteration 58Q: 3 clusters Score -766413.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -766415.187500 Penalty: 4554.956543
	Iteration 59Q: 3 clusters Score -766415.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -766417.125000 Penalty: 4554.956543
	Iteration 60F: 3 clusters Score -766417.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -766417.312500 Penalty: 4554.956543
	Iteration 61Q: 3 clusters Score -766417.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -766421.625000 Penalty: 4554.956543
	Iteration 62Q: 3 clusters Score -766421.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -766424.375000 Penalty: 4554.956543
	Iteration 63Q: 3 clusters Score -766424.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -766422.875000 Penalty: 4554.956543
	Iteration 64Q: 3 clusters Score -766422.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -766426.500000 Penalty: 4554.956543
	Iteration 65Q: 3 clusters Score -766426.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -766430.375000 Penalty: 4554.956543
	Iteration 66Q: 3 clusters Score -766430.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -766431.625000 Penalty: 4554.956543
	Iteration 67Q: 3 clusters Score -766431.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -766433.187500 Penalty: 4554.956543
	Iteration 68Q: 3 clusters Score -766433.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -766435.312500 Penalty: 4554.956543
	Iteration 69Q: 3 clusters Score -766435.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -766443.437500 Penalty: 4554.956543
	Iteration 70Q: 3 clusters Score -766443.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -766445.437500 Penalty: 4554.956543
	Iteration 71Q: 3 clusters Score -766445.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -766452.125000 Penalty: 4554.956543
	Iteration 72Q: 3 clusters Score -766452.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -766455.500000 Penalty: 4554.956543
	Iteration 73Q: 3 clusters Score -766455.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -766462.375000 Penalty: 4554.956543
	Iteration 74Q: 3 clusters Score -766462.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -766469.687500 Penalty: 4554.956543
	Iteration 75Q: 3 clusters Score -766469.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -766476.250000 Penalty: 4554.956543
	Iteration 76Q: 3 clusters Score -766476.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -766483.187500 Penalty: 4554.956543
	Iteration 77Q: 3 clusters Score -766483.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -766489.750000 Penalty: 4554.956543
	Iteration 78Q: 3 clusters Score -766489.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -766498.250000 Penalty: 4554.956543
	Iteration 79Q: 3 clusters Score -766498.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -766510.062500 Penalty: 4554.956543
	Iteration 80F: 3 clusters Score -766510.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -766520.187500 Penalty: 4554.956543
	Iteration 81Q: 3 clusters Score -766520.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -766532.062500 Penalty: 4554.956543
	Iteration 82Q: 3 clusters Score -766532.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -766541.250000 Penalty: 4554.956543
	Iteration 83Q: 3 clusters Score -766541.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -766551.625000 Penalty: 4554.956543
	Iteration 84Q: 3 clusters Score -766551.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -766564.562500 Penalty: 4554.956543
	Iteration 85Q: 3 clusters Score -766564.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -766577.937500 Penalty: 4554.956543
	Iteration 86Q: 3 clusters Score -766577.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -766587.625000 Penalty: 4554.956543
	Iteration 87Q: 3 clusters Score -766587.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -766597.937500 Penalty: 4554.956543
	Iteration 88Q: 3 clusters Score -766597.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -766609.687500 Penalty: 4554.956543
	Iteration 89Q: 3 clusters Score -766609.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -766618.937500 Penalty: 4554.956543
	Iteration 90Q: 3 clusters Score -766618.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -766625.812500 Penalty: 4554.956543
	Iteration 91Q: 3 clusters Score -766625.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -766634.000000 Penalty: 4554.956543
	Iteration 92Q: 3 clusters Score -766634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -766639.562500 Penalty: 4554.956543
	Iteration 93Q: 3 clusters Score -766639.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -766643.187500 Penalty: 4554.956543
	Iteration 94Q: 3 clusters Score -766643.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -766649.812500 Penalty: 4554.956543
	Iteration 95Q: 3 clusters Score -766649.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -766654.812500 Penalty: 4554.956543
	Iteration 96Q: 3 clusters Score -766654.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -766657.687500 Penalty: 4554.956543
	Iteration 97Q: 3 clusters Score -766657.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -766662.062500 Penalty: 4554.956543
	Iteration 98Q: 3 clusters Score -766662.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -766665.625000 Penalty: 4554.956543
	Iteration 99Q: 3 clusters Score -766665.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -766668.187500 Penalty: 4554.956543
	Iteration 100F: 3 clusters Score -766668.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -766670.562500 Penalty: 4554.956543
	Iteration 101Q: 3 clusters Score -766670.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -766676.000000 Penalty: 4554.956543
	Iteration 102Q: 3 clusters Score -766676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -766684.437500 Penalty: 4554.956543
	Iteration 103Q: 3 clusters Score -766684.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -766687.437500 Penalty: 4554.956543
	Iteration 104Q: 3 clusters Score -766687.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -766688.375000 Penalty: 4554.956543
	Iteration 105Q: 3 clusters Score -766688.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -766692.062500 Penalty: 4554.956543
	Iteration 106Q: 3 clusters Score -766692.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -766694.062500 Penalty: 4554.956543
	Iteration 107Q: 3 clusters Score -766694.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -766697.125000 Penalty: 4554.956543
	Iteration 108Q: 3 clusters Score -766697.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -766701.000000 Penalty: 4554.956543
	Iteration 109Q: 3 clusters Score -766701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -766701.062500 Penalty: 4554.956543
	Iteration 110Q: 3 clusters Score -766701.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -766702.062500 Penalty: 4554.956543
	Iteration 111Q: 3 clusters Score -766702.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -766705.250000 Penalty: 4554.956543
	Iteration 112Q: 3 clusters Score -766705.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -766704.000000 Penalty: 4554.956543
	Iteration 113Q: 3 clusters Score -766704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -766707.250000 Penalty: 4554.956543
	Iteration 114Q: 3 clusters Score -766707.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -766710.062500 Penalty: 4554.956543
	Iteration 115Q: 3 clusters Score -766710.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -766712.125000 Penalty: 4554.956543
	Iteration 116Q: 3 clusters Score -766712.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -766712.250000 Penalty: 4554.956543
	Iteration 117Q: 3 clusters Score -766712.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -766712.687500 Penalty: 4554.956543
	Iteration 118Q: 3 clusters Score -766712.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -766716.125000 Penalty: 4554.956543
	Iteration 119Q: 3 clusters Score -766716.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -766720.625000 Penalty: 4554.956543
	Iteration 120F: 3 clusters Score -766720.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -766724.937500 Penalty: 4554.956543
	Iteration 121Q: 3 clusters Score -766724.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -766728.750000 Penalty: 4554.956543
	Iteration 122Q: 3 clusters Score -766728.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -766729.312500 Penalty: 4554.956543
	Iteration 123Q: 3 clusters Score -766729.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -766733.187500 Penalty: 4554.956543
	Iteration 124Q: 3 clusters Score -766733.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -766733.625000 Penalty: 4554.956543
	Iteration 125Q: 3 clusters Score -766733.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -766733.937500 Penalty: 4554.956543
	Iteration 126Q: 3 clusters Score -766733.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -766733.750000 Penalty: 4554.956543
	Iteration 127Q: 3 clusters Score -766733.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -766732.562500 Penalty: 4554.956543
	Iteration 128Q: 3 clusters Score -766732.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -766732.562500 Penalty: 4554.956543
	Iteration 129F: 3 clusters Score -766732.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Entering Unmasked Estep 
Score: -990009.875000 Penalty: 2265.579590
	Iteration 0F: 2 clusters Score -990009.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -982778.125000 Penalty: 4531.159180
	Iteration 0F: 3 clusters Score -982778.1 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -984780.312500 Penalty: 4531.159180
	Iteration 1F: 3 clusters Score -984780.3 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -985059.875000 Penalty: 4531.159180
	Iteration 2F: 3 clusters Score -985059.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -985289.375000 Penalty: 4531.159180
	Iteration 3Q: 3 clusters Score -985289.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -985487.937500 Penalty: 4531.159180
	Iteration 4Q: 3 clusters Score -985487.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -985698.750000 Penalty: 4531.159180
	Iteration 5Q: 3 clusters Score -985698.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -985917.062500 Penalty: 4531.159180
	Iteration 6Q: 3 clusters Score -985917.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -986146.250000 Penalty: 4531.159180
	Iteration 7Q: 3 clusters Score -986146.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -986412.937500 Penalty: 4531.159180
	Iteration 8Q: 3 clusters Score -986412.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -986710.750000 Penalty: 4531.159180
	Iteration 9Q: 3 clusters Score -986710.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -987087.250000 Penalty: 4531.159180
	Iteration 10F: 3 clusters Score -987087.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -987440.312500 Penalty: 4531.159180
	Iteration 11Q: 3 clusters Score -987440.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -987733.375000 Penalty: 4531.159180
	Iteration 12Q: 3 clusters Score -987733.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -987945.437500 Penalty: 4531.159180
	Iteration 13Q: 3 clusters Score -987945.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -988085.000000 Penalty: 4531.159180
	Iteration 14Q: 3 clusters Score -988085 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -988198.000000 Penalty: 4531.159180
	Iteration 15Q: 3 clusters Score -988198 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -988265.937500 Penalty: 4531.159180
	Iteration 16Q: 3 clusters Score -988265.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -988317.875000 Penalty: 4531.159180
	Iteration 17Q: 3 clusters Score -988317.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -988361.562500 Penalty: 4531.159180
	Iteration 18Q: 3 clusters Score -988361.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -988398.625000 Penalty: 4531.159180
	Iteration 19Q: 3 clusters Score -988398.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -988437.375000 Penalty: 4531.159180
	Iteration 20F: 3 clusters Score -988437.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -988469.062500 Penalty: 4531.159180
	Iteration 21Q: 3 clusters Score -988469.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -988481.750000 Penalty: 4531.159180
	Iteration 22Q: 3 clusters Score -988481.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -988494.750000 Penalty: 4531.159180
	Iteration 23Q: 3 clusters Score -988494.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -988502.625000 Penalty: 4531.159180
	Iteration 24Q: 3 clusters Score -988502.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -988509.937500 Penalty: 4531.159180
	Iteration 25Q: 3 clusters Score -988509.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -988515.437500 Penalty: 4531.159180
	Iteration 26Q: 3 clusters Score -988515.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -988517.875000 Penalty: 4531.159180
	Iteration 27Q: 3 clusters Score -988517.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -988519.500000 Penalty: 4531.159180
	Iteration 28Q: 3 clusters Score -988519.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -988520.812500 Penalty: 4531.159180
	Iteration 29Q: 3 clusters Score -988520.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -988519.750000 Penalty: 4531.159180
	Iteration 30Q: 3 clusters Score -988519.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -988519.750000 Penalty: 4531.159180
	Iteration 31F: 3 clusters Score -988519.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Entering Unmasked Estep 
Score: -2865500.000000 Penalty: 2521.626709
	Iteration 0F: 2 clusters Score -2865500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2847448.250000 Penalty: 5043.253418
	Iteration 0F: 3 clusters Score -2847448 nChanged 11735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2853778.500000 Penalty: 5043.253418
	Iteration 1F: 3 clusters Score -2853778 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2854145.000000 Penalty: 5043.253418
	Iteration 2Q: 3 clusters Score -2854145 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2854498.500000 Penalty: 5043.253418
	Iteration 3Q: 3 clusters Score -2854498 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2854788.250000 Penalty: 5043.253418
	Iteration 4Q: 3 clusters Score -2854788 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2855106.500000 Penalty: 5043.253418
	Iteration 5Q: 3 clusters Score -2855106 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2855479.000000 Penalty: 5043.253418
	Iteration 6Q: 3 clusters Score -2855479 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2855987.250000 Penalty: 5043.253418
	Iteration 7Q: 3 clusters Score -2855987 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2856711.000000 Penalty: 5043.253418
	Iteration 8F: 3 clusters Score -2856711 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2857756.000000 Penalty: 5043.253418
	Iteration 9F: 3 clusters Score -2857756 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2859183.250000 Penalty: 5043.253418
	Iteration 10F: 3 clusters Score -2859183 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2860611.500000 Penalty: 5043.253418
	Iteration 11F: 3 clusters Score -2860612 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2861681.250000 Penalty: 5043.253418
	Iteration 12Q: 3 clusters Score -2861681 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2862387.750000 Penalty: 5043.253418
	Iteration 13Q: 3 clusters Score -2862388 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2862865.750000 Penalty: 5043.253418
	Iteration 14Q: 3 clusters Score -2862866 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2863218.500000 Penalty: 5043.253418
	Iteration 15Q: 3 clusters Score -2863218 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2863452.250000 Penalty: 5043.253418
	Iteration 16Q: 3 clusters Score -2863452 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2863569.750000 Penalty: 5043.253418
	Iteration 17Q: 3 clusters Score -2863570 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2863662.250000 Penalty: 5043.253418
	Iteration 18Q: 3 clusters Score -2863662 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2863726.750000 Penalty: 5043.253418
	Iteration 19Q: 3 clusters Score -2863727 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2863762.000000 Penalty: 5043.253418
	Iteration 20F: 3 clusters Score -2863762 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2863783.000000 Penalty: 5043.253418
	Iteration 21Q: 3 clusters Score -2863783 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2863793.500000 Penalty: 5043.253418
	Iteration 22Q: 3 clusters Score -2863794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2863805.000000 Penalty: 5043.253418
	Iteration 23Q: 3 clusters Score -2863805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2863811.250000 Penalty: 5043.253418
	Iteration 24Q: 3 clusters Score -2863811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2863818.000000 Penalty: 5043.253418
	Iteration 25Q: 3 clusters Score -2863818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2863818.500000 Penalty: 5043.253418
	Iteration 26Q: 3 clusters Score -2863818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2863824.750000 Penalty: 5043.253418
	Iteration 27Q: 3 clusters Score -2863825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2863823.000000 Penalty: 5043.253418
	Iteration 28Q: 3 clusters Score -2863823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2863823.750000 Penalty: 5043.253418
	Iteration 29Q: 3 clusters Score -2863824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2863826.250000 Penalty: 5043.253418
	Iteration 30Q: 3 clusters Score -2863826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2863826.250000 Penalty: 5043.253418
	Iteration 31F: 3 clusters Score -2863826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Entering Unmasked Estep 
Score: -3579613.250000 Penalty: 2584.112549
	Iteration 0F: 2 clusters Score -3579613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -3556908.500000 Penalty: 5168.225098
	Iteration 0F: 3 clusters Score -3556908 nChanged 15091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -3565801.500000 Penalty: 5168.225098
	Iteration 1F: 3 clusters Score -3565802 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -3566991.500000 Penalty: 5168.225098
	Iteration 2F: 3 clusters Score -3566992 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -3568398.500000 Penalty: 5168.225098
	Iteration 3F: 3 clusters Score -3568398 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -3570245.500000 Penalty: 5168.225098
	Iteration 4F: 3 clusters Score -3570246 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -3572498.500000 Penalty: 5168.225098
	Iteration 5F: 3 clusters Score -3572498 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -3575290.000000 Penalty: 5168.225098
	Iteration 6F: 3 clusters Score -3575290 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -3578048.750000 Penalty: 5168.225098
	Iteration 7F: 3 clusters Score -3578049 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -3580247.500000 Penalty: 5168.225098
	Iteration 8F: 3 clusters Score -3580248 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -3582332.000000 Penalty: 5168.225098
	Iteration 9Q: 3 clusters Score -3582332 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -3584090.500000 Penalty: 5168.225098
	Iteration 10Q: 3 clusters Score -3584090 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -3585215.750000 Penalty: 5168.225098
	Iteration 11Q: 3 clusters Score -3585216 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -3585682.750000 Penalty: 5168.225098
	Iteration 12Q: 3 clusters Score -3585683 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -3585792.750000 Penalty: 5168.225098
	Iteration 13Q: 3 clusters Score -3585793 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -3585827.250000 Penalty: 5168.225098
	Iteration 14Q: 3 clusters Score -3585827 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -3585845.500000 Penalty: 5168.225098
	Iteration 15Q: 3 clusters Score -3585846 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -3585848.000000 Penalty: 5168.225098
	Iteration 16Q: 3 clusters Score -3585848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -3585842.750000 Penalty: 5168.225098
	Iteration 17Q: 3 clusters Score -3585843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -3585840.250000 Penalty: 5168.225098
	Iteration 18Q: 3 clusters Score -3585840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -3585847.750000 Penalty: 5168.225098
	Iteration 19Q: 3 clusters Score -3585848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -3585849.750000 Penalty: 5168.225098
	Iteration 20F: 3 clusters Score -3585850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -3585848.750000 Penalty: 5168.225098
	Iteration 21Q: 3 clusters Score -3585849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -3585855.500000 Penalty: 5168.225098
	Iteration 22Q: 3 clusters Score -3585856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -3585858.000000 Penalty: 5168.225098
	Iteration 23Q: 3 clusters Score -3585858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -3585863.250000 Penalty: 5168.225098
	Iteration 24Q: 3 clusters Score -3585863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -3585861.750000 Penalty: 5168.225098
	Iteration 25Q: 3 clusters Score -3585862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -3585864.250000 Penalty: 5168.225098
	Iteration 26Q: 3 clusters Score -3585864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -3585870.500000 Penalty: 5168.225098
	Iteration 27Q: 3 clusters Score -3585870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -3585869.750000 Penalty: 5168.225098
	Iteration 28Q: 3 clusters Score -3585870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -3585863.250000 Penalty: 5168.225098
	Iteration 29Q: 3 clusters Score -3585863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -3585863.750000 Penalty: 5168.225098
	Iteration 30Q: 3 clusters Score -3585864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -3585865.500000 Penalty: 5168.225098
	Iteration 31Q: 3 clusters Score -3585866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -3585870.250000 Penalty: 5168.225098
	Iteration 32Q: 3 clusters Score -3585870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -3585868.500000 Penalty: 5168.225098
	Iteration 33Q: 3 clusters Score -3585868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -3585868.500000 Penalty: 5168.225098
	Iteration 34F: 3 clusters Score -3585868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 9734 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26052 members 
Mstep: Class 5 contains 14883 members 
Mstep: Class 6 contains 25280 members 
Mstep: Class 7 contains 18322 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 31425 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22896 members 
Mstep: Class 13 contains 17809 members 
Mstep: Class 14 contains 9432 members 
Mstep: Class 15 contains 35526 members 
Mstep: Class 16 contains 28422 members 
Mstep: Class 17 contains 2461 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 36294 members 
Mstep: Class 20 contains 17208 members 
Mstep: Class 21 contains 93011 members 
Mstep: Class 22 contains 31099 members 
Mstep: Class 23 contains 54355 members 
Mstep: Class 24 contains 3846 members 
Mstep: Class 25 contains 10329 members 
Mstep: Class 26 contains 16570 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 22892 members 
Mstep: Class 29 contains 35196 members 
Mstep: Class 30 contains 11366 members 
Mstep: Class 31 contains 19707 members 
Mstep: Class 32 contains 6689 members 
Mstep: Class 33 contains 1023 members 
Mstep: Class 34 contains 18634 members 
Entering Unmasked Estep 
Score: -64702348.000000 Penalty: 112836.773438
Splitting cluster 5 changes total score from -64696876.000000 to -64702348.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 6 (25280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Entering Unmasked Estep 
Score: -2214644.750000 Penalty: 2514.166748
	Iteration 0F: 2 clusters Score -2214645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2197244.500000 Penalty: 5028.333496
	Iteration 0F: 3 clusters Score -2197244 nChanged 11198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2203520.250000 Penalty: 5028.333496
	Iteration 1F: 3 clusters Score -2203520 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -2204313.750000 Penalty: 5028.333496
	Iteration 2F: 3 clusters Score -2204314 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2205238.750000 Penalty: 5028.333496
	Iteration 3F: 3 clusters Score -2205239 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2206452.500000 Penalty: 5028.333496
	Iteration 4F: 3 clusters Score -2206452 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -2207835.750000 Penalty: 5028.333496
	Iteration 5F: 3 clusters Score -2207836 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2209274.250000 Penalty: 5028.333496
	Iteration 6F: 3 clusters Score -2209274 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2210644.750000 Penalty: 5028.333496
	Iteration 7F: 3 clusters Score -2210645 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2211766.000000 Penalty: 5028.333496
	Iteration 8F: 3 clusters Score -2211766 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2212665.500000 Penalty: 5028.333496
	Iteration 9Q: 3 clusters Score -2212666 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2213253.000000 Penalty: 5028.333496
	Iteration 10Q: 3 clusters Score -2213253 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -2213691.750000 Penalty: 5028.333496
	Iteration 11Q: 3 clusters Score -2213692 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2214041.250000 Penalty: 5028.333496
	Iteration 12Q: 3 clusters Score -2214041 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -2214329.750000 Penalty: 5028.333496
	Iteration 13Q: 3 clusters Score -2214330 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -2214530.250000 Penalty: 5028.333496
	Iteration 14Q: 3 clusters Score -2214530 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2214663.750000 Penalty: 5028.333496
	Iteration 15Q: 3 clusters Score -2214664 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -2214764.500000 Penalty: 5028.333496
	Iteration 16Q: 3 clusters Score -2214764 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -2214849.000000 Penalty: 5028.333496
	Iteration 17Q: 3 clusters Score -2214849 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -2214896.500000 Penalty: 5028.333496
	Iteration 18Q: 3 clusters Score -2214896 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -2214951.000000 Penalty: 5028.333496
	Iteration 19Q: 3 clusters Score -2214951 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -2214987.250000 Penalty: 5028.333496
	Iteration 20F: 3 clusters Score -2214987 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -2215020.750000 Penalty: 5028.333496
	Iteration 21Q: 3 clusters Score -2215021 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -2215044.500000 Penalty: 5028.333496
	Iteration 22Q: 3 clusters Score -2215044 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -2215078.750000 Penalty: 5028.333496
	Iteration 23Q: 3 clusters Score -2215079 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -2215107.500000 Penalty: 5028.333496
	Iteration 24Q: 3 clusters Score -2215108 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -2215122.000000 Penalty: 5028.333496
	Iteration 25Q: 3 clusters Score -2215122 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -2215137.500000 Penalty: 5028.333496
	Iteration 26Q: 3 clusters Score -2215138 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -2215151.750000 Penalty: 5028.333496
	Iteration 27Q: 3 clusters Score -2215152 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -2215160.750000 Penalty: 5028.333496
	Iteration 28Q: 3 clusters Score -2215161 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -2215176.750000 Penalty: 5028.333496
	Iteration 29Q: 3 clusters Score -2215177 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -2215186.750000 Penalty: 5028.333496
	Iteration 30Q: 3 clusters Score -2215187 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -2215205.250000 Penalty: 5028.333496
	Iteration 31Q: 3 clusters Score -2215205 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -2215212.250000 Penalty: 5028.333496
	Iteration 32Q: 3 clusters Score -2215212 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -2215214.750000 Penalty: 5028.333496
	Iteration 33Q: 3 clusters Score -2215215 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -2215222.250000 Penalty: 5028.333496
	Iteration 34Q: 3 clusters Score -2215222 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -2215232.750000 Penalty: 5028.333496
	Iteration 35Q: 3 clusters Score -2215233 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -2215236.250000 Penalty: 5028.333496
	Iteration 36Q: 3 clusters Score -2215236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -2215237.000000 Penalty: 5028.333496
	Iteration 37Q: 3 clusters Score -2215237 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -2215244.500000 Penalty: 5028.333496
	Iteration 38Q: 3 clusters Score -2215244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -2215247.500000 Penalty: 5028.333496
	Iteration 39Q: 3 clusters Score -2215248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -2215247.250000 Penalty: 5028.333496
	Iteration 40F: 3 clusters Score -2215247 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -2215260.750000 Penalty: 5028.333496
	Iteration 41Q: 3 clusters Score -2215261 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -2215260.250000 Penalty: 5028.333496
	Iteration 42Q: 3 clusters Score -2215260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -2215264.250000 Penalty: 5028.333496
	Iteration 43Q: 3 clusters Score -2215264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -2215261.250000 Penalty: 5028.333496
	Iteration 44Q: 3 clusters Score -2215261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -2215265.500000 Penalty: 5028.333496
	Iteration 45Q: 3 clusters Score -2215266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -2215274.500000 Penalty: 5028.333496
	Iteration 46Q: 3 clusters Score -2215274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -2215275.250000 Penalty: 5028.333496
	Iteration 47Q: 3 clusters Score -2215275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -2215277.750000 Penalty: 5028.333496
	Iteration 48Q: 3 clusters Score -2215278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -2215275.750000 Penalty: 5028.333496
	Iteration 49Q: 3 clusters Score -2215276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -2215278.500000 Penalty: 5028.333496
	Iteration 50Q: 3 clusters Score -2215278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -2215276.250000 Penalty: 5028.333496
	Iteration 51Q: 3 clusters Score -2215276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -2215276.750000 Penalty: 5028.333496
	Iteration 52Q: 3 clusters Score -2215277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -2215275.000000 Penalty: 5028.333496
	Iteration 53Q: 3 clusters Score -2215275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -2215278.500000 Penalty: 5028.333496
	Iteration 54Q: 3 clusters Score -2215278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -2215279.500000 Penalty: 5028.333496
	Iteration 55Q: 3 clusters Score -2215280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -2215278.000000 Penalty: 5028.333496
	Iteration 56Q: 3 clusters Score -2215278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -2215278.000000 Penalty: 5028.333496
	Iteration 57F: 3 clusters Score -2215278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 9734 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26052 members 
Mstep: Class 5 contains 14883 members 
Mstep: Class 6 contains 3495 members 
Mstep: Class 7 contains 18322 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 31425 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22896 members 
Mstep: Class 13 contains 17809 members 
Mstep: Class 14 contains 9432 members 
Mstep: Class 15 contains 35526 members 
Mstep: Class 16 contains 28422 members 
Mstep: Class 17 contains 2461 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 36294 members 
Mstep: Class 20 contains 17208 members 
Mstep: Class 21 contains 93011 members 
Mstep: Class 22 contains 31099 members 
Mstep: Class 23 contains 54355 members 
Mstep: Class 24 contains 3846 members 
Mstep: Class 25 contains 10329 members 
Mstep: Class 26 contains 16570 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 22892 members 
Mstep: Class 29 contains 35196 members 
Mstep: Class 30 contains 11366 members 
Mstep: Class 31 contains 19707 members 
Mstep: Class 32 contains 6689 members 
Mstep: Class 33 contains 1023 members 
Mstep: Class 34 contains 18634 members 
Mstep: Class 35 contains 21785 members 
Entering Unmasked Estep 
Score: -64702336.000000 Penalty: 116155.500000
Splitting cluster 6 changes total score from -64696876.000000 to -64702336.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 7 (18322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Entering Unmasked Estep 
Score: -1737405.375000 Penalty: 2434.332764
	Iteration 0F: 2 clusters Score -1737405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1724452.000000 Penalty: 4868.665527
	Iteration 0F: 3 clusters Score -1724452 nChanged 8070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1729466.875000 Penalty: 4868.665527
	Iteration 1F: 3 clusters Score -1729467 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1730544.500000 Penalty: 4868.665527
	Iteration 2F: 3 clusters Score -1730544 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1731652.625000 Penalty: 4868.665527
	Iteration 3F: 3 clusters Score -1731653 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1732634.500000 Penalty: 4868.665527
	Iteration 4F: 3 clusters Score -1732634 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1733396.375000 Penalty: 4868.665527
	Iteration 5F: 3 clusters Score -1733396 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1733977.750000 Penalty: 4868.665527
	Iteration 6F: 3 clusters Score -1733978 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1734436.375000 Penalty: 4868.665527
	Iteration 7Q: 3 clusters Score -1734436 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1734838.625000 Penalty: 4868.665527
	Iteration 8Q: 3 clusters Score -1734839 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1735170.625000 Penalty: 4868.665527
	Iteration 9Q: 3 clusters Score -1735171 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1735511.375000 Penalty: 4868.665527
	Iteration 10Q: 3 clusters Score -1735511 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1735814.500000 Penalty: 4868.665527
	Iteration 11Q: 3 clusters Score -1735814 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1736108.625000 Penalty: 4868.665527
	Iteration 12Q: 3 clusters Score -1736109 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1736388.875000 Penalty: 4868.665527
	Iteration 13Q: 3 clusters Score -1736389 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1736662.750000 Penalty: 4868.665527
	Iteration 14Q: 3 clusters Score -1736663 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1736887.500000 Penalty: 4868.665527
	Iteration 15Q: 3 clusters Score -1736888 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1737022.375000 Penalty: 4868.665527
	Iteration 16Q: 3 clusters Score -1737022 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1737120.625000 Penalty: 4868.665527
	Iteration 17Q: 3 clusters Score -1737121 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1737194.375000 Penalty: 4868.665527
	Iteration 18Q: 3 clusters Score -1737194 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1737241.000000 Penalty: 4868.665527
	Iteration 19Q: 3 clusters Score -1737241 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1737297.500000 Penalty: 4868.665527
	Iteration 20F: 3 clusters Score -1737298 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1737347.625000 Penalty: 4868.665527
	Iteration 21Q: 3 clusters Score -1737348 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1737404.125000 Penalty: 4868.665527
	Iteration 22Q: 3 clusters Score -1737404 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1737448.500000 Penalty: 4868.665527
	Iteration 23Q: 3 clusters Score -1737448 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1737472.500000 Penalty: 4868.665527
	Iteration 24Q: 3 clusters Score -1737472 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1737487.875000 Penalty: 4868.665527
	Iteration 25Q: 3 clusters Score -1737488 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1737505.250000 Penalty: 4868.665527
	Iteration 26Q: 3 clusters Score -1737505 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1737519.250000 Penalty: 4868.665527
	Iteration 27Q: 3 clusters Score -1737519 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1737532.000000 Penalty: 4868.665527
	Iteration 28Q: 3 clusters Score -1737532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1737534.000000 Penalty: 4868.665527
	Iteration 29Q: 3 clusters Score -1737534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1737535.375000 Penalty: 4868.665527
	Iteration 30Q: 3 clusters Score -1737535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1737536.500000 Penalty: 4868.665527
	Iteration 31Q: 3 clusters Score -1737536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1737537.125000 Penalty: 4868.665527
	Iteration 32Q: 3 clusters Score -1737537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1737544.375000 Penalty: 4868.665527
	Iteration 33Q: 3 clusters Score -1737544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1737546.000000 Penalty: 4868.665527
	Iteration 34Q: 3 clusters Score -1737546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1737550.000000 Penalty: 4868.665527
	Iteration 35Q: 3 clusters Score -1737550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1737553.375000 Penalty: 4868.665527
	Iteration 36Q: 3 clusters Score -1737553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1737557.125000 Penalty: 4868.665527
	Iteration 37Q: 3 clusters Score -1737557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1737558.875000 Penalty: 4868.665527
	Iteration 38Q: 3 clusters Score -1737559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1737561.500000 Penalty: 4868.665527
	Iteration 39Q: 3 clusters Score -1737562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1737562.625000 Penalty: 4868.665527
	Iteration 40F: 3 clusters Score -1737563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1737565.500000 Penalty: 4868.665527
	Iteration 41Q: 3 clusters Score -1737566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1737567.375000 Penalty: 4868.665527
	Iteration 42Q: 3 clusters Score -1737567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1737568.875000 Penalty: 4868.665527
	Iteration 43Q: 3 clusters Score -1737569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1737569.250000 Penalty: 4868.665527
	Iteration 44Q: 3 clusters Score -1737569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1737577.875000 Penalty: 4868.665527
	Iteration 45Q: 3 clusters Score -1737578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1737582.000000 Penalty: 4868.665527
	Iteration 46Q: 3 clusters Score -1737582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1737582.750000 Penalty: 4868.665527
	Iteration 47Q: 3 clusters Score -1737583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1737584.625000 Penalty: 4868.665527
	Iteration 48Q: 3 clusters Score -1737585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1737585.125000 Penalty: 4868.665527
	Iteration 49Q: 3 clusters Score -1737585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1737582.875000 Penalty: 4868.665527
	Iteration 50Q: 3 clusters Score -1737583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1737586.375000 Penalty: 4868.665527
	Iteration 51Q: 3 clusters Score -1737586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1737585.750000 Penalty: 4868.665527
	Iteration 52Q: 3 clusters Score -1737586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1737588.000000 Penalty: 4868.665527
	Iteration 53Q: 3 clusters Score -1737588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1737587.875000 Penalty: 4868.665527
	Iteration 54Q: 3 clusters Score -1737588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1737584.375000 Penalty: 4868.665527
	Iteration 55Q: 3 clusters Score -1737584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1737584.375000 Penalty: 4868.665527
	Iteration 56F: 3 clusters Score -1737584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 9734 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26052 members 
Mstep: Class 5 contains 14883 members 
Mstep: Class 6 contains 3495 members 
Mstep: Class 7 contains 16115 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 31425 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22896 members 
Mstep: Class 13 contains 17809 members 
Mstep: Class 14 contains 9432 members 
Mstep: Class 15 contains 35526 members 
Mstep: Class 16 contains 28422 members 
Mstep: Class 17 contains 2461 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 36294 members 
Mstep: Class 20 contains 17208 members 
Mstep: Class 21 contains 93011 members 
Mstep: Class 22 contains 31099 members 
Mstep: Class 23 contains 54355 members 
Mstep: Class 24 contains 3846 members 
Mstep: Class 25 contains 10329 members 
Mstep: Class 26 contains 16570 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 22892 members 
Mstep: Class 29 contains 35196 members 
Mstep: Class 30 contains 11366 members 
Mstep: Class 31 contains 19707 members 
Mstep: Class 32 contains 6689 members 
Mstep: Class 33 contains 1023 members 
Mstep: Class 34 contains 18634 members 
Mstep: Class 35 contains 21785 members 
Mstep: Class 36 contains 2207 members 
Entering Unmasked Estep 
Score: -64701524.000000 Penalty: 119474.234375
Splitting cluster 7 changes total score from -64696876.000000 to -64701524.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 8 (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: -110237.000000 Penalty: 1712.875244
	Iteration 0F: 2 clusters Score -110237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -108270.156250 Penalty: 3425.750488
	Iteration 0F: 3 clusters Score -108270.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -108515.414062 Penalty: 3425.750488
	Iteration 1F: 3 clusters Score -108515.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -108595.421875 Penalty: 3425.750488
	Iteration 2F: 3 clusters Score -108595.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -108638.328125 Penalty: 3425.750488
	Iteration 3Q: 3 clusters Score -108638.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -108664.718750 Penalty: 3425.750488
	Iteration 4Q: 3 clusters Score -108664.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -108681.320312 Penalty: 3425.750488
	Iteration 5Q: 3 clusters Score -108681.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -108692.250000 Penalty: 3425.750488
	Iteration 6Q: 3 clusters Score -108692.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -108701.390625 Penalty: 3425.750488
	Iteration 7Q: 3 clusters Score -108701.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -108703.804688 Penalty: 3425.750488
	Iteration 8Q: 3 clusters Score -108703.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -108706.078125 Penalty: 3425.750488
	Iteration 9Q: 3 clusters Score -108706.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -108710.820312 Penalty: 3425.750488
	Iteration 10Q: 3 clusters Score -108710.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -108714.968750 Penalty: 3425.750488
	Iteration 11Q: 3 clusters Score -108715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -108719.148438 Penalty: 3425.750488
	Iteration 12Q: 3 clusters Score -108719.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -108720.867188 Penalty: 3425.750488
	Iteration 13Q: 3 clusters Score -108720.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -108722.945312 Penalty: 3425.750488
	Iteration 14Q: 3 clusters Score -108722.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -108723.703125 Penalty: 3425.750488
	Iteration 15Q: 3 clusters Score -108723.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -108725.468750 Penalty: 3425.750488
	Iteration 16Q: 3 clusters Score -108725.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -108727.585938 Penalty: 3425.750488
	Iteration 17Q: 3 clusters Score -108727.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -108729.421875 Penalty: 3425.750488
	Iteration 18Q: 3 clusters Score -108729.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -108730.703125 Penalty: 3425.750488
	Iteration 19Q: 3 clusters Score -108730.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -108730.703125 Penalty: 3425.750488
	Iteration 20F: 3 clusters Score -108730.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (31425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Entering Unmasked Estep 
Score: -3381808.750000 Penalty: 2568.129150
	Iteration 0F: 2 clusters Score -3381809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -3360284.500000 Penalty: 5136.258301
	Iteration 0F: 3 clusters Score -3360284 nChanged 14118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -3368397.750000 Penalty: 5136.258301
	Iteration 1F: 3 clusters Score -3368398 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -3369882.500000 Penalty: 5136.258301
	Iteration 2F: 3 clusters Score -3369882 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -3372102.250000 Penalty: 5136.258301
	Iteration 3F: 3 clusters Score -3372102 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -3374454.000000 Penalty: 5136.258301
	Iteration 4F: 3 clusters Score -3374454 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -3376329.500000 Penalty: 5136.258301
	Iteration 5F: 3 clusters Score -3376330 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -3377680.500000 Penalty: 5136.258301
	Iteration 6F: 3 clusters Score -3377680 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -3378655.500000 Penalty: 5136.258301
	Iteration 7Q: 3 clusters Score -3378656 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -3379321.000000 Penalty: 5136.258301
	Iteration 8Q: 3 clusters Score -3379321 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -3379847.000000 Penalty: 5136.258301
	Iteration 9Q: 3 clusters Score -3379847 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -3380284.500000 Penalty: 5136.258301
	Iteration 10Q: 3 clusters Score -3380284 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -3380694.500000 Penalty: 5136.258301
	Iteration 11Q: 3 clusters Score -3380694 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -3381048.750000 Penalty: 5136.258301
	Iteration 12Q: 3 clusters Score -3381049 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -3381375.750000 Penalty: 5136.258301
	Iteration 13Q: 3 clusters Score -3381376 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -3381655.250000 Penalty: 5136.258301
	Iteration 14Q: 3 clusters Score -3381655 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -3381862.500000 Penalty: 5136.258301
	Iteration 15Q: 3 clusters Score -3381862 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -3381981.250000 Penalty: 5136.258301
	Iteration 16Q: 3 clusters Score -3381981 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -3382064.250000 Penalty: 5136.258301
	Iteration 17Q: 3 clusters Score -3382064 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -3382116.000000 Penalty: 5136.258301
	Iteration 18Q: 3 clusters Score -3382116 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -3382137.250000 Penalty: 5136.258301
	Iteration 19Q: 3 clusters Score -3382137 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -3382149.250000 Penalty: 5136.258301
	Iteration 20F: 3 clusters Score -3382149 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -3382158.750000 Penalty: 5136.258301
	Iteration 21Q: 3 clusters Score -3382159 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -3382179.000000 Penalty: 5136.258301
	Iteration 22Q: 3 clusters Score -3382179 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -3382186.000000 Penalty: 5136.258301
	Iteration 23Q: 3 clusters Score -3382186 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -3382192.500000 Penalty: 5136.258301
	Iteration 24Q: 3 clusters Score -3382192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -3382200.000000 Penalty: 5136.258301
	Iteration 25Q: 3 clusters Score -3382200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -3382196.500000 Penalty: 5136.258301
	Iteration 26Q: 3 clusters Score -3382196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -3382197.000000 Penalty: 5136.258301
	Iteration 27Q: 3 clusters Score -3382197 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -3382201.250000 Penalty: 5136.258301
	Iteration 28Q: 3 clusters Score -3382201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -3382208.250000 Penalty: 5136.258301
	Iteration 29Q: 3 clusters Score -3382208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -3382212.250000 Penalty: 5136.258301
	Iteration 30Q: 3 clusters Score -3382212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -3382215.750000 Penalty: 5136.258301
	Iteration 31Q: 3 clusters Score -3382216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -3382218.250000 Penalty: 5136.258301
	Iteration 32Q: 3 clusters Score -3382218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -3382216.750000 Penalty: 5136.258301
	Iteration 33Q: 3 clusters Score -3382217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -3382222.250000 Penalty: 5136.258301
	Iteration 34Q: 3 clusters Score -3382222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -3382219.250000 Penalty: 5136.258301
	Iteration 35Q: 3 clusters Score -3382219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -3382225.250000 Penalty: 5136.258301
	Iteration 36Q: 3 clusters Score -3382225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -3382221.750000 Penalty: 5136.258301
	Iteration 37Q: 3 clusters Score -3382222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -3382220.250000 Penalty: 5136.258301
	Iteration 38Q: 3 clusters Score -3382220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -3382221.000000 Penalty: 5136.258301
	Iteration 39Q: 3 clusters Score -3382221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -3382218.250000 Penalty: 5136.258301
	Iteration 40F: 3 clusters Score -3382218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -3382215.250000 Penalty: 5136.258301
	Iteration 41Q: 3 clusters Score -3382215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -3382213.500000 Penalty: 5136.258301
	Iteration 42Q: 3 clusters Score -3382214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -3382222.000000 Penalty: 5136.258301
	Iteration 43Q: 3 clusters Score -3382222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -3382219.250000 Penalty: 5136.258301
	Iteration 44Q: 3 clusters Score -3382219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -3382222.250000 Penalty: 5136.258301
	Iteration 45Q: 3 clusters Score -3382222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -3382222.250000 Penalty: 5136.258301
	Iteration 46Q: 3 clusters Score -3382222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -3382224.250000 Penalty: 5136.258301
	Iteration 47Q: 3 clusters Score -3382224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -3382223.750000 Penalty: 5136.258301
	Iteration 48Q: 3 clusters Score -3382224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -3382222.500000 Penalty: 5136.258301
	Iteration 49Q: 3 clusters Score -3382222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -3382227.250000 Penalty: 5136.258301
	Iteration 50Q: 3 clusters Score -3382227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -3382226.500000 Penalty: 5136.258301
	Iteration 51Q: 3 clusters Score -3382226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -3382226.000000 Penalty: 5136.258301
	Iteration 52Q: 3 clusters Score -3382226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -3382226.000000 Penalty: 5136.258301
	Iteration 53Q: 3 clusters Score -3382226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -3382225.000000 Penalty: 5136.258301
	Iteration 54Q: 3 clusters Score -3382225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -3382222.500000 Penalty: 5136.258301
	Iteration 55Q: 3 clusters Score -3382222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -3382222.500000 Penalty: 5136.258301
	Iteration 56F: 3 clusters Score -3382222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 9734 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26052 members 
Mstep: Class 5 contains 14883 members 
Mstep: Class 6 contains 3495 members 
Mstep: Class 7 contains 16115 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 7529 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 22896 members 
Mstep: Class 13 contains 17809 members 
Mstep: Class 14 contains 9432 members 
Mstep: Class 15 contains 35526 members 
Mstep: Class 16 contains 28422 members 
Mstep: Class 17 contains 2461 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 36294 members 
Mstep: Class 20 contains 17208 members 
Mstep: Class 21 contains 93011 members 
Mstep: Class 22 contains 31099 members 
Mstep: Class 23 contains 54355 members 
Mstep: Class 24 contains 3846 members 
Mstep: Class 25 contains 10329 members 
Mstep: Class 26 contains 16570 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 22892 members 
Mstep: Class 29 contains 35196 members 
Mstep: Class 30 contains 11366 members 
Mstep: Class 31 contains 19707 members 
Mstep: Class 32 contains 6689 members 
Mstep: Class 33 contains 1023 members 
Mstep: Class 34 contains 18634 members 
Mstep: Class 35 contains 21785 members 
Mstep: Class 36 contains 2207 members 
Mstep: Class 37 contains 23896 members 
Entering Unmasked Estep 
Score: -64700820.000000 Penalty: 122792.960938
Splitting cluster 9 changes total score from -64696876.000000 to -64700820.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 10 (1465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Entering Unmasked Estep 
Score: -148384.843750 Penalty: 1807.823364
	Iteration 0F: 2 clusters Score -148384.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -146154.625000 Penalty: 3615.646729
	Iteration 0F: 3 clusters Score -146154.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -146596.906250 Penalty: 3615.646729
	Iteration 1F: 3 clusters Score -146596.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -146731.828125 Penalty: 3615.646729
	Iteration 2F: 3 clusters Score -146731.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -146856.609375 Penalty: 3615.646729
	Iteration 3F: 3 clusters Score -146856.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -146987.031250 Penalty: 3615.646729
	Iteration 4Q: 3 clusters Score -146987 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -147168.734375 Penalty: 3615.646729
	Iteration 5F: 3 clusters Score -147168.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -147347.718750 Penalty: 3615.646729
	Iteration 6F: 3 clusters Score -147347.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -147548.203125 Penalty: 3615.646729
	Iteration 7Q: 3 clusters Score -147548.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -147771.921875 Penalty: 3615.646729
	Iteration 8Q: 3 clusters Score -147771.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -147952.234375 Penalty: 3615.646729
	Iteration 9Q: 3 clusters Score -147952.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -148065.687500 Penalty: 3615.646729
	Iteration 10Q: 3 clusters Score -148065.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -148118.015625 Penalty: 3615.646729
	Iteration 11Q: 3 clusters Score -148118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -148148.156250 Penalty: 3615.646729
	Iteration 12Q: 3 clusters Score -148148.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -148164.406250 Penalty: 3615.646729
	Iteration 13Q: 3 clusters Score -148164.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -148176.781250 Penalty: 3615.646729
	Iteration 14Q: 3 clusters Score -148176.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -148183.031250 Penalty: 3615.646729
	Iteration 15Q: 3 clusters Score -148183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -148187.843750 Penalty: 3615.646729
	Iteration 16Q: 3 clusters Score -148187.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -148192.953125 Penalty: 3615.646729
	Iteration 17Q: 3 clusters Score -148193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -148194.328125 Penalty: 3615.646729
	Iteration 18Q: 3 clusters Score -148194.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -148194.328125 Penalty: 3615.646729
	Iteration 19F: 3 clusters Score -148194.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Entering Unmasked Estep 
Score: -113033.320312 Penalty: 1758.752075
	Iteration 0F: 2 clusters Score -113033.3 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 631 members 
Entering Unmasked Estep 
Score: -111096.539062 Penalty: 3517.504150
	Iteration 0F: 3 clusters Score -111096.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -111748.273438 Penalty: 3517.504150
	Iteration 1F: 3 clusters Score -111748.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -112713.687500 Penalty: 3517.504150
	Iteration 2F: 3 clusters Score -112713.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -113305.812500 Penalty: 3517.504150
	Iteration 3F: 3 clusters Score -113305.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -113610.195312 Penalty: 3517.504150
	Iteration 4F: 3 clusters Score -113610.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -114008.164062 Penalty: 3517.504150
	Iteration 5Q: 3 clusters Score -114008.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -114468.187500 Penalty: 3517.504150
	Iteration 6Q: 3 clusters Score -114468.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -114835.859375 Penalty: 3517.504150
	Iteration 7Q: 3 clusters Score -114835.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -114959.609375 Penalty: 3517.504150
	Iteration 8Q: 3 clusters Score -114959.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -115008.414062 Penalty: 3517.504150
	Iteration 9Q: 3 clusters Score -115008.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -115030.304688 Penalty: 3517.504150
	Iteration 10Q: 3 clusters Score -115030.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -115047.523438 Penalty: 3517.504150
	Iteration 11Q: 3 clusters Score -115047.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -115052.187500 Penalty: 3517.504150
	Iteration 12Q: 3 clusters Score -115052.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -115053.078125 Penalty: 3517.504150
	Iteration 13Q: 3 clusters Score -115053.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -115053.078125 Penalty: 3517.504150
	Iteration 14F: 3 clusters Score -115053.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 9734 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26052 members 
Mstep: Class 5 contains 14883 members 
Mstep: Class 6 contains 3495 members 
Mstep: Class 7 contains 16115 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 7529 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 22896 members 
Mstep: Class 13 contains 17809 members 
Mstep: Class 14 contains 9432 members 
Mstep: Class 15 contains 35526 members 
Mstep: Class 16 contains 28422 members 
Mstep: Class 17 contains 2461 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 36294 members 
Mstep: Class 20 contains 17208 members 
Mstep: Class 21 contains 93011 members 
Mstep: Class 22 contains 31099 members 
Mstep: Class 23 contains 54355 members 
Mstep: Class 24 contains 3846 members 
Mstep: Class 25 contains 10329 members 
Mstep: Class 26 contains 16570 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 22892 members 
Mstep: Class 29 contains 35196 members 
Mstep: Class 30 contains 11366 members 
Mstep: Class 31 contains 19707 members 
Mstep: Class 32 contains 6689 members 
Mstep: Class 33 contains 1023 members 
Mstep: Class 34 contains 18634 members 
Mstep: Class 35 contains 21785 members 
Mstep: Class 36 contains 2207 members 
Mstep: Class 37 contains 23896 members 
Mstep: Class 38 contains 429 members 
Entering Unmasked Estep 
Score: -64701260.000000 Penalty: 126111.687500
Splitting cluster 11 changes total score from -64696876.000000 to -64701260.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 12 (22896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Entering Unmasked Estep 
Score: -2486652.500000 Penalty: 2489.601807
	Iteration 0F: 2 clusters Score -2486652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2470702.250000 Penalty: 4979.203613
	Iteration 0F: 3 clusters Score -2470702 nChanged 10162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2476519.000000 Penalty: 4979.203613
	Iteration 1F: 3 clusters Score -2476519 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2477495.000000 Penalty: 4979.203613
	Iteration 2F: 3 clusters Score -2477495 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2478534.250000 Penalty: 4979.203613
	Iteration 3F: 3 clusters Score -2478534 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2479648.750000 Penalty: 4979.203613
	Iteration 4F: 3 clusters Score -2479649 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2480824.000000 Penalty: 4979.203613
	Iteration 5F: 3 clusters Score -2480824 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -2481917.000000 Penalty: 4979.203613
	Iteration 6F: 3 clusters Score -2481917 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -2482894.250000 Penalty: 4979.203613
	Iteration 7F: 3 clusters Score -2482894 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -2483781.750000 Penalty: 4979.203613
	Iteration 8Q: 3 clusters Score -2483782 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2484643.000000 Penalty: 4979.203613
	Iteration 9Q: 3 clusters Score -2484643 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -2485336.250000 Penalty: 4979.203613
	Iteration 10Q: 3 clusters Score -2485336 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -2485723.500000 Penalty: 4979.203613
	Iteration 11Q: 3 clusters Score -2485724 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2485946.250000 Penalty: 4979.203613
	Iteration 12Q: 3 clusters Score -2485946 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2486059.250000 Penalty: 4979.203613
	Iteration 13Q: 3 clusters Score -2486059 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -2486157.000000 Penalty: 4979.203613
	Iteration 14Q: 3 clusters Score -2486157 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2486226.250000 Penalty: 4979.203613
	Iteration 15Q: 3 clusters Score -2486226 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -2486292.500000 Penalty: 4979.203613
	Iteration 16Q: 3 clusters Score -2486292 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -2486344.000000 Penalty: 4979.203613
	Iteration 17Q: 3 clusters Score -2486344 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -2486402.000000 Penalty: 4979.203613
	Iteration 18Q: 3 clusters Score -2486402 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2486463.000000 Penalty: 4979.203613
	Iteration 19Q: 3 clusters Score -2486463 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2486509.000000 Penalty: 4979.203613
	Iteration 20F: 3 clusters Score -2486509 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2486522.500000 Penalty: 4979.203613
	Iteration 21Q: 3 clusters Score -2486522 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -2486544.250000 Penalty: 4979.203613
	Iteration 22Q: 3 clusters Score -2486544 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -2486552.750000 Penalty: 4979.203613
	Iteration 23Q: 3 clusters Score -2486553 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2486562.500000 Penalty: 4979.203613
	Iteration 24Q: 3 clusters Score -2486562 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2486588.500000 Penalty: 4979.203613
	Iteration 25Q: 3 clusters Score -2486588 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2486591.250000 Penalty: 4979.203613
	Iteration 26Q: 3 clusters Score -2486591 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2486607.750000 Penalty: 4979.203613
	Iteration 27Q: 3 clusters Score -2486608 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2486610.000000 Penalty: 4979.203613
	Iteration 28Q: 3 clusters Score -2486610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -2486613.250000 Penalty: 4979.203613
	Iteration 29Q: 3 clusters Score -2486613 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2486615.750000 Penalty: 4979.203613
	Iteration 30Q: 3 clusters Score -2486616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2486625.000000 Penalty: 4979.203613
	Iteration 31Q: 3 clusters Score -2486625 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2486631.000000 Penalty: 4979.203613
	Iteration 32Q: 3 clusters Score -2486631 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -2486639.500000 Penalty: 4979.203613
	Iteration 33Q: 3 clusters Score -2486640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2486646.000000 Penalty: 4979.203613
	Iteration 34Q: 3 clusters Score -2486646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2486642.750000 Penalty: 4979.203613
	Iteration 35Q: 3 clusters Score -2486643 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -2486650.250000 Penalty: 4979.203613
	Iteration 36Q: 3 clusters Score -2486650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -2486652.000000 Penalty: 4979.203613
	Iteration 37Q: 3 clusters Score -2486652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2486659.250000 Penalty: 4979.203613
	Iteration 38Q: 3 clusters Score -2486659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -2486659.500000 Penalty: 4979.203613
	Iteration 39Q: 3 clusters Score -2486660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2486662.250000 Penalty: 4979.203613
	Iteration 40F: 3 clusters Score -2486662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2486664.750000 Penalty: 4979.203613
	Iteration 41Q: 3 clusters Score -2486665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2486662.250000 Penalty: 4979.203613
	Iteration 42Q: 3 clusters Score -2486662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -2486666.000000 Penalty: 4979.203613
	Iteration 43Q: 3 clusters Score -2486666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2486664.750000 Penalty: 4979.203613
	Iteration 44Q: 3 clusters Score -2486665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2486661.500000 Penalty: 4979.203613
	Iteration 45Q: 3 clusters Score -2486662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -2486664.500000 Penalty: 4979.203613
	Iteration 46Q: 3 clusters Score -2486664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -2486663.750000 Penalty: 4979.203613
	Iteration 47Q: 3 clusters Score -2486664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2486663.250000 Penalty: 4979.203613
	Iteration 48Q: 3 clusters Score -2486663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2486662.750000 Penalty: 4979.203613
	Iteration 49Q: 3 clusters Score -2486663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -2486665.250000 Penalty: 4979.203613
	Iteration 50Q: 3 clusters Score -2486665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2486665.000000 Penalty: 4979.203613
	Iteration 51Q: 3 clusters Score -2486665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2486662.250000 Penalty: 4979.203613
	Iteration 52Q: 3 clusters Score -2486662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2486668.750000 Penalty: 4979.203613
	Iteration 53Q: 3 clusters Score -2486669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2486671.500000 Penalty: 4979.203613
	Iteration 54Q: 3 clusters Score -2486672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -2486674.750000 Penalty: 4979.203613
	Iteration 55Q: 3 clusters Score -2486675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -2486675.250000 Penalty: 4979.203613
	Iteration 56Q: 3 clusters Score -2486675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2486674.500000 Penalty: 4979.203613
	Iteration 57Q: 3 clusters Score -2486674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -2486674.250000 Penalty: 4979.203613
	Iteration 58Q: 3 clusters Score -2486674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2486675.000000 Penalty: 4979.203613
	Iteration 59Q: 3 clusters Score -2486675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2486679.500000 Penalty: 4979.203613
	Iteration 60F: 3 clusters Score -2486680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -2486680.250000 Penalty: 4979.203613
	Iteration 61Q: 3 clusters Score -2486680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -2486677.000000 Penalty: 4979.203613
	Iteration 62Q: 3 clusters Score -2486677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2486675.000000 Penalty: 4979.203613
	Iteration 63Q: 3 clusters Score -2486675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2486675.000000 Penalty: 4979.203613
	Iteration 64F: 3 clusters Score -2486675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 9734 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26052 members 
Mstep: Class 5 contains 14883 members 
Mstep: Class 6 contains 3495 members 
Mstep: Class 7 contains 16115 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 7529 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6401 members 
Mstep: Class 13 contains 17809 members 
Mstep: Class 14 contains 9432 members 
Mstep: Class 15 contains 35526 members 
Mstep: Class 16 contains 28422 members 
Mstep: Class 17 contains 2461 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 36294 members 
Mstep: Class 20 contains 17208 members 
Mstep: Class 21 contains 93011 members 
Mstep: Class 22 contains 31099 members 
Mstep: Class 23 contains 54355 members 
Mstep: Class 24 contains 3846 members 
Mstep: Class 25 contains 10329 members 
Mstep: Class 26 contains 16570 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 22892 members 
Mstep: Class 29 contains 35196 members 
Mstep: Class 30 contains 11366 members 
Mstep: Class 31 contains 19707 members 
Mstep: Class 32 contains 6689 members 
Mstep: Class 33 contains 1023 members 
Mstep: Class 34 contains 18634 members 
Mstep: Class 35 contains 21785 members 
Mstep: Class 36 contains 2207 members 
Mstep: Class 37 contains 23896 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 16495 members 
Entering Unmasked Estep 
Score: -64700860.000000 Penalty: 129430.414062
Splitting cluster 12 changes total score from -64696876.000000 to -64700860.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 13 (17809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Entering Unmasked Estep 
Score: -1716671.625000 Penalty: 2427.290039
	Iteration 0F: 2 clusters Score -1716672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1704126.500000 Penalty: 4854.580078
	Iteration 0F: 3 clusters Score -1704126 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1708521.000000 Penalty: 4854.580078
	Iteration 1F: 3 clusters Score -1708521 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1709203.250000 Penalty: 4854.580078
	Iteration 2F: 3 clusters Score -1709203 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1709836.250000 Penalty: 4854.580078
	Iteration 3F: 3 clusters Score -1709836 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1710510.000000 Penalty: 4854.580078
	Iteration 4F: 3 clusters Score -1710510 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1711168.625000 Penalty: 4854.580078
	Iteration 5F: 3 clusters Score -1711169 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1711771.000000 Penalty: 4854.580078
	Iteration 6F: 3 clusters Score -1711771 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1712221.375000 Penalty: 4854.580078
	Iteration 7Q: 3 clusters Score -1712221 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1712591.625000 Penalty: 4854.580078
	Iteration 8Q: 3 clusters Score -1712592 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1712918.250000 Penalty: 4854.580078
	Iteration 9Q: 3 clusters Score -1712918 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1713197.750000 Penalty: 4854.580078
	Iteration 10Q: 3 clusters Score -1713198 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1713463.500000 Penalty: 4854.580078
	Iteration 11Q: 3 clusters Score -1713464 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -1713744.500000 Penalty: 4854.580078
	Iteration 12Q: 3 clusters Score -1713744 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -1714007.750000 Penalty: 4854.580078
	Iteration 13Q: 3 clusters Score -1714008 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1714234.625000 Penalty: 4854.580078
	Iteration 14Q: 3 clusters Score -1714235 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -1714401.000000 Penalty: 4854.580078
	Iteration 15Q: 3 clusters Score -1714401 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -1714554.875000 Penalty: 4854.580078
	Iteration 16Q: 3 clusters Score -1714555 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -1714678.625000 Penalty: 4854.580078
	Iteration 17Q: 3 clusters Score -1714679 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -1714786.750000 Penalty: 4854.580078
	Iteration 18Q: 3 clusters Score -1714787 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -1714852.250000 Penalty: 4854.580078
	Iteration 19Q: 3 clusters Score -1714852 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -1714902.750000 Penalty: 4854.580078
	Iteration 20F: 3 clusters Score -1714903 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -1714948.125000 Penalty: 4854.580078
	Iteration 21Q: 3 clusters Score -1714948 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -1714973.875000 Penalty: 4854.580078
	Iteration 22Q: 3 clusters Score -1714974 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -1715005.625000 Penalty: 4854.580078
	Iteration 23Q: 3 clusters Score -1715006 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -1715029.250000 Penalty: 4854.580078
	Iteration 24Q: 3 clusters Score -1715029 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -1715050.375000 Penalty: 4854.580078
	Iteration 25Q: 3 clusters Score -1715050 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -1715071.500000 Penalty: 4854.580078
	Iteration 26Q: 3 clusters Score -1715072 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -1715090.750000 Penalty: 4854.580078
	Iteration 27Q: 3 clusters Score -1715091 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -1715114.000000 Penalty: 4854.580078
	Iteration 28Q: 3 clusters Score -1715114 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -1715136.125000 Penalty: 4854.580078
	Iteration 29Q: 3 clusters Score -1715136 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -1715158.375000 Penalty: 4854.580078
	Iteration 30Q: 3 clusters Score -1715158 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -1715184.750000 Penalty: 4854.580078
	Iteration 31Q: 3 clusters Score -1715185 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -1715199.000000 Penalty: 4854.580078
	Iteration 32Q: 3 clusters Score -1715199 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -1715220.750000 Penalty: 4854.580078
	Iteration 33Q: 3 clusters Score -1715221 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -1715245.375000 Penalty: 4854.580078
	Iteration 34Q: 3 clusters Score -1715245 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -1715269.750000 Penalty: 4854.580078
	Iteration 35Q: 3 clusters Score -1715270 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -1715295.125000 Penalty: 4854.580078
	Iteration 36Q: 3 clusters Score -1715295 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -1715312.625000 Penalty: 4854.580078
	Iteration 37Q: 3 clusters Score -1715313 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -1715328.250000 Penalty: 4854.580078
	Iteration 38Q: 3 clusters Score -1715328 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -1715349.125000 Penalty: 4854.580078
	Iteration 39Q: 3 clusters Score -1715349 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -1715376.000000 Penalty: 4854.580078
	Iteration 40F: 3 clusters Score -1715376 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -1715398.875000 Penalty: 4854.580078
	Iteration 41Q: 3 clusters Score -1715399 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -1715418.000000 Penalty: 4854.580078
	Iteration 42Q: 3 clusters Score -1715418 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -1715432.625000 Penalty: 4854.580078
	Iteration 43Q: 3 clusters Score -1715433 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -1715446.875000 Penalty: 4854.580078
	Iteration 44Q: 3 clusters Score -1715447 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -1715462.000000 Penalty: 4854.580078
	Iteration 45Q: 3 clusters Score -1715462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -1715469.000000 Penalty: 4854.580078
	Iteration 46Q: 3 clusters Score -1715469 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -1715480.250000 Penalty: 4854.580078
	Iteration 47Q: 3 clusters Score -1715480 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -1715492.500000 Penalty: 4854.580078
	Iteration 48Q: 3 clusters Score -1715492 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -1715501.000000 Penalty: 4854.580078
	Iteration 49Q: 3 clusters Score -1715501 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -1715507.875000 Penalty: 4854.580078
	Iteration 50Q: 3 clusters Score -1715508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -1715516.500000 Penalty: 4854.580078
	Iteration 51Q: 3 clusters Score -1715516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -1715517.750000 Penalty: 4854.580078
	Iteration 52Q: 3 clusters Score -1715518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -1715521.875000 Penalty: 4854.580078
	Iteration 53Q: 3 clusters Score -1715522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -1715521.375000 Penalty: 4854.580078
	Iteration 54Q: 3 clusters Score -1715521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -1715525.750000 Penalty: 4854.580078
	Iteration 55Q: 3 clusters Score -1715526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -1715525.750000 Penalty: 4854.580078
	Iteration 56Q: 3 clusters Score -1715526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -1715527.000000 Penalty: 4854.580078
	Iteration 57Q: 3 clusters Score -1715527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -1715537.000000 Penalty: 4854.580078
	Iteration 58Q: 3 clusters Score -1715537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -1715536.875000 Penalty: 4854.580078
	Iteration 59Q: 3 clusters Score -1715537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -1715540.375000 Penalty: 4854.580078
	Iteration 60F: 3 clusters Score -1715540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -1715541.375000 Penalty: 4854.580078
	Iteration 61Q: 3 clusters Score -1715541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -1715545.000000 Penalty: 4854.580078
	Iteration 62Q: 3 clusters Score -1715545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -1715550.625000 Penalty: 4854.580078
	Iteration 63Q: 3 clusters Score -1715551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -1715552.500000 Penalty: 4854.580078
	Iteration 64Q: 3 clusters Score -1715552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -1715553.250000 Penalty: 4854.580078
	Iteration 65Q: 3 clusters Score -1715553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -1715555.000000 Penalty: 4854.580078
	Iteration 66Q: 3 clusters Score -1715555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -1715555.875000 Penalty: 4854.580078
	Iteration 67Q: 3 clusters Score -1715556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -1715554.625000 Penalty: 4854.580078
	Iteration 68Q: 3 clusters Score -1715555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -1715555.500000 Penalty: 4854.580078
	Iteration 69Q: 3 clusters Score -1715556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -1715556.000000 Penalty: 4854.580078
	Iteration 70Q: 3 clusters Score -1715556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -1715561.875000 Penalty: 4854.580078
	Iteration 71Q: 3 clusters Score -1715562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -1715562.625000 Penalty: 4854.580078
	Iteration 72Q: 3 clusters Score -1715563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -1715567.000000 Penalty: 4854.580078
	Iteration 73Q: 3 clusters Score -1715567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -1715569.125000 Penalty: 4854.580078
	Iteration 74Q: 3 clusters Score -1715569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -1715572.250000 Penalty: 4854.580078
	Iteration 75Q: 3 clusters Score -1715572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -1715573.750000 Penalty: 4854.580078
	Iteration 76Q: 3 clusters Score -1715574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -1715576.125000 Penalty: 4854.580078
	Iteration 77Q: 3 clusters Score -1715576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -1715581.500000 Penalty: 4854.580078
	Iteration 78Q: 3 clusters Score -1715582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -1715587.000000 Penalty: 4854.580078
	Iteration 79Q: 3 clusters Score -1715587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -1715594.750000 Penalty: 4854.580078
	Iteration 80F: 3 clusters Score -1715595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -1715591.875000 Penalty: 4854.580078
	Iteration 81Q: 3 clusters Score -1715592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -1715594.500000 Penalty: 4854.580078
	Iteration 82Q: 3 clusters Score -1715594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -1715594.000000 Penalty: 4854.580078
	Iteration 83Q: 3 clusters Score -1715594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -1715598.375000 Penalty: 4854.580078
	Iteration 84Q: 3 clusters Score -1715598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -1715601.625000 Penalty: 4854.580078
	Iteration 85Q: 3 clusters Score -1715602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -1715602.125000 Penalty: 4854.580078
	Iteration 86Q: 3 clusters Score -1715602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -1715602.750000 Penalty: 4854.580078
	Iteration 87Q: 3 clusters Score -1715603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -1715604.750000 Penalty: 4854.580078
	Iteration 88Q: 3 clusters Score -1715605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -1715604.750000 Penalty: 4854.580078
	Iteration 89F: 3 clusters Score -1715605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Entering Unmasked Estep 
Score: -953184.750000 Penalty: 2269.662109
	Iteration 0F: 2 clusters Score -953184.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -945749.375000 Penalty: 4539.324219
	Iteration 0F: 3 clusters Score -945749.4 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -948020.937500 Penalty: 4539.324219
	Iteration 1F: 3 clusters Score -948020.9 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -948645.000000 Penalty: 4539.324219
	Iteration 2F: 3 clusters Score -948645 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -949408.000000 Penalty: 4539.324219
	Iteration 3F: 3 clusters Score -949408 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -950046.000000 Penalty: 4539.324219
	Iteration 4F: 3 clusters Score -950046 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -950449.875000 Penalty: 4539.324219
	Iteration 5F: 3 clusters Score -950449.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -950758.625000 Penalty: 4539.324219
	Iteration 6Q: 3 clusters Score -950758.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -951012.312500 Penalty: 4539.324219
	Iteration 7Q: 3 clusters Score -951012.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -951212.125000 Penalty: 4539.324219
	Iteration 8Q: 3 clusters Score -951212.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -951366.875000 Penalty: 4539.324219
	Iteration 9Q: 3 clusters Score -951366.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -951522.687500 Penalty: 4539.324219
	Iteration 10Q: 3 clusters Score -951522.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -951687.187500 Penalty: 4539.324219
	Iteration 11Q: 3 clusters Score -951687.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -951866.562500 Penalty: 4539.324219
	Iteration 12Q: 3 clusters Score -951866.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -952054.125000 Penalty: 4539.324219
	Iteration 13Q: 3 clusters Score -952054.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -952255.312500 Penalty: 4539.324219
	Iteration 14Q: 3 clusters Score -952255.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -952441.875000 Penalty: 4539.324219
	Iteration 15Q: 3 clusters Score -952441.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -952618.187500 Penalty: 4539.324219
	Iteration 16Q: 3 clusters Score -952618.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -952810.187500 Penalty: 4539.324219
	Iteration 17Q: 3 clusters Score -952810.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -953020.000000 Penalty: 4539.324219
	Iteration 18Q: 3 clusters Score -953020 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -953257.937500 Penalty: 4539.324219
	Iteration 19Q: 3 clusters Score -953257.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -953557.687500 Penalty: 4539.324219
	Iteration 20F: 3 clusters Score -953557.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -953894.375000 Penalty: 4539.324219
	Iteration 21Q: 3 clusters Score -953894.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -954104.500000 Penalty: 4539.324219
	Iteration 22Q: 3 clusters Score -954104.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -954246.500000 Penalty: 4539.324219
	Iteration 23Q: 3 clusters Score -954246.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -954329.375000 Penalty: 4539.324219
	Iteration 24Q: 3 clusters Score -954329.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -954356.250000 Penalty: 4539.324219
	Iteration 25Q: 3 clusters Score -954356.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -954368.875000 Penalty: 4539.324219
	Iteration 26Q: 3 clusters Score -954368.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -954377.500000 Penalty: 4539.324219
	Iteration 27Q: 3 clusters Score -954377.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -954379.000000 Penalty: 4539.324219
	Iteration 28Q: 3 clusters Score -954379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -954382.187500 Penalty: 4539.324219
	Iteration 29Q: 3 clusters Score -954382.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -954384.375000 Penalty: 4539.324219
	Iteration 30Q: 3 clusters Score -954384.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -954385.187500 Penalty: 4539.324219
	Iteration 31Q: 3 clusters Score -954385.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -954385.937500 Penalty: 4539.324219
	Iteration 32Q: 3 clusters Score -954385.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -954385.937500 Penalty: 4539.324219
	Iteration 33F: 3 clusters Score -954385.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 9734 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26052 members 
Mstep: Class 5 contains 14883 members 
Mstep: Class 6 contains 3495 members 
Mstep: Class 7 contains 16115 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 7529 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6401 members 
Mstep: Class 13 contains 17809 members 
Mstep: Class 14 contains 1258 members 
Mstep: Class 15 contains 35526 members 
Mstep: Class 16 contains 28422 members 
Mstep: Class 17 contains 2461 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 36294 members 
Mstep: Class 20 contains 17208 members 
Mstep: Class 21 contains 93011 members 
Mstep: Class 22 contains 31099 members 
Mstep: Class 23 contains 54355 members 
Mstep: Class 24 contains 3846 members 
Mstep: Class 25 contains 10329 members 
Mstep: Class 26 contains 16570 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 22892 members 
Mstep: Class 29 contains 35196 members 
Mstep: Class 30 contains 11366 members 
Mstep: Class 31 contains 19707 members 
Mstep: Class 32 contains 6689 members 
Mstep: Class 33 contains 1023 members 
Mstep: Class 34 contains 18634 members 
Mstep: Class 35 contains 21785 members 
Mstep: Class 36 contains 2207 members 
Mstep: Class 37 contains 23896 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 16495 members 
Mstep: Class 40 contains 8174 members 
Entering Unmasked Estep 
Score: -64701048.000000 Penalty: 132749.140625
Splitting cluster 14 changes total score from -64696876.000000 to -64701048.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 15 (35526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Entering Unmasked Estep 
Score: -3532992.000000 Penalty: 2598.548828
	Iteration 0F: 2 clusters Score -3532992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -3508824.500000 Penalty: 5197.097656
	Iteration 0F: 3 clusters Score -3508824 nChanged 16119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -3517914.750000 Penalty: 5197.097656
	Iteration 1F: 3 clusters Score -3517915 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -3518766.000000 Penalty: 5197.097656
	Iteration 2F: 3 clusters Score -3518766 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -3519625.750000 Penalty: 5197.097656
	Iteration 3F: 3 clusters Score -3519626 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -3520576.000000 Penalty: 5197.097656
	Iteration 4F: 3 clusters Score -3520576 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -3521578.250000 Penalty: 5197.097656
	Iteration 5F: 3 clusters Score -3521578 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -3522726.750000 Penalty: 5197.097656
	Iteration 6F: 3 clusters Score -3522727 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -3524008.250000 Penalty: 5197.097656
	Iteration 7F: 3 clusters Score -3524008 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -3525100.250000 Penalty: 5197.097656
	Iteration 8Q: 3 clusters Score -3525100 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -3525929.500000 Penalty: 5197.097656
	Iteration 9Q: 3 clusters Score -3525930 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -3526613.000000 Penalty: 5197.097656
	Iteration 10Q: 3 clusters Score -3526613 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -3527186.000000 Penalty: 5197.097656
	Iteration 11Q: 3 clusters Score -3527186 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -3527719.750000 Penalty: 5197.097656
	Iteration 12Q: 3 clusters Score -3527720 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -3528207.250000 Penalty: 5197.097656
	Iteration 13Q: 3 clusters Score -3528207 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -3528639.750000 Penalty: 5197.097656
	Iteration 14Q: 3 clusters Score -3528640 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -3528976.250000 Penalty: 5197.097656
	Iteration 15Q: 3 clusters Score -3528976 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -3529230.500000 Penalty: 5197.097656
	Iteration 16Q: 3 clusters Score -3529230 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -3529481.750000 Penalty: 5197.097656
	Iteration 17Q: 3 clusters Score -3529482 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -3529699.250000 Penalty: 5197.097656
	Iteration 18Q: 3 clusters Score -3529699 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -3529938.250000 Penalty: 5197.097656
	Iteration 19Q: 3 clusters Score -3529938 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -3530171.500000 Penalty: 5197.097656
	Iteration 20F: 3 clusters Score -3530172 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -3530402.500000 Penalty: 5197.097656
	Iteration 21Q: 3 clusters Score -3530402 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -3530585.750000 Penalty: 5197.097656
	Iteration 22Q: 3 clusters Score -3530586 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -3530805.500000 Penalty: 5197.097656
	Iteration 23Q: 3 clusters Score -3530806 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -3531030.500000 Penalty: 5197.097656
	Iteration 24Q: 3 clusters Score -3531030 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -3531191.750000 Penalty: 5197.097656
	Iteration 25Q: 3 clusters Score -3531192 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -3531305.000000 Penalty: 5197.097656
	Iteration 26Q: 3 clusters Score -3531305 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3531385.000000 Penalty: 5197.097656
	Iteration 27Q: 3 clusters Score -3531385 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -3531430.750000 Penalty: 5197.097656
	Iteration 28Q: 3 clusters Score -3531431 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3531481.500000 Penalty: 5197.097656
	Iteration 29Q: 3 clusters Score -3531482 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3531506.500000 Penalty: 5197.097656
	Iteration 30Q: 3 clusters Score -3531506 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3531520.750000 Penalty: 5197.097656
	Iteration 31Q: 3 clusters Score -3531521 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3531535.250000 Penalty: 5197.097656
	Iteration 32Q: 3 clusters Score -3531535 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3531540.250000 Penalty: 5197.097656
	Iteration 33Q: 3 clusters Score -3531540 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3531553.250000 Penalty: 5197.097656
	Iteration 34Q: 3 clusters Score -3531553 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3531559.500000 Penalty: 5197.097656
	Iteration 35Q: 3 clusters Score -3531560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3531558.500000 Penalty: 5197.097656
	Iteration 36Q: 3 clusters Score -3531558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3531568.250000 Penalty: 5197.097656
	Iteration 37Q: 3 clusters Score -3531568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3531570.750000 Penalty: 5197.097656
	Iteration 38Q: 3 clusters Score -3531571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3531574.250000 Penalty: 5197.097656
	Iteration 39Q: 3 clusters Score -3531574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3531578.500000 Penalty: 5197.097656
	Iteration 40F: 3 clusters Score -3531578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3531579.000000 Penalty: 5197.097656
	Iteration 41Q: 3 clusters Score -3531579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3531577.000000 Penalty: 5197.097656
	Iteration 42Q: 3 clusters Score -3531577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3531582.500000 Penalty: 5197.097656
	Iteration 43Q: 3 clusters Score -3531582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3531588.500000 Penalty: 5197.097656
	Iteration 44Q: 3 clusters Score -3531588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3531587.500000 Penalty: 5197.097656
	Iteration 45Q: 3 clusters Score -3531588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3531585.500000 Penalty: 5197.097656
	Iteration 46Q: 3 clusters Score -3531586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3531584.750000 Penalty: 5197.097656
	Iteration 47Q: 3 clusters Score -3531585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3531587.500000 Penalty: 5197.097656
	Iteration 48Q: 3 clusters Score -3531588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3531588.250000 Penalty: 5197.097656
	Iteration 49Q: 3 clusters Score -3531588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3531585.750000 Penalty: 5197.097656
	Iteration 50Q: 3 clusters Score -3531586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3531586.750000 Penalty: 5197.097656
	Iteration 51Q: 3 clusters Score -3531587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3531590.250000 Penalty: 5197.097656
	Iteration 52Q: 3 clusters Score -3531590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3531588.750000 Penalty: 5197.097656
	Iteration 53Q: 3 clusters Score -3531589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3531588.000000 Penalty: 5197.097656
	Iteration 54Q: 3 clusters Score -3531588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3531588.000000 Penalty: 5197.097656
	Iteration 55F: 3 clusters Score -3531588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (28422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Entering Unmasked Estep 
Score: -3025086.500000 Penalty: 2543.219971
	Iteration 0F: 2 clusters Score -3025086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -3005646.250000 Penalty: 5086.439941
	Iteration 0F: 3 clusters Score -3005646 nChanged 12759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -3012562.000000 Penalty: 5086.439941
	Iteration 1F: 3 clusters Score -3012562 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -3013203.250000 Penalty: 5086.439941
	Iteration 2F: 3 clusters Score -3013203 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -3013991.000000 Penalty: 5086.439941
	Iteration 3F: 3 clusters Score -3013991 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -3015072.250000 Penalty: 5086.439941
	Iteration 4F: 3 clusters Score -3015072 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -3016868.000000 Penalty: 5086.439941
	Iteration 5F: 3 clusters Score -3016868 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -3019647.500000 Penalty: 5086.439941
	Iteration 6F: 3 clusters Score -3019648 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -3022987.500000 Penalty: 5086.439941
	Iteration 7F: 3 clusters Score -3022988 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -3026157.500000 Penalty: 5086.439941
	Iteration 8F: 3 clusters Score -3026158 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -3028259.500000 Penalty: 5086.439941
	Iteration 9F: 3 clusters Score -3028260 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -3029142.750000 Penalty: 5086.439941
	Iteration 10Q: 3 clusters Score -3029143 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -3029527.500000 Penalty: 5086.439941
	Iteration 11Q: 3 clusters Score -3029528 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -3029665.000000 Penalty: 5086.439941
	Iteration 12Q: 3 clusters Score -3029665 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -3029716.750000 Penalty: 5086.439941
	Iteration 13Q: 3 clusters Score -3029717 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -3029736.500000 Penalty: 5086.439941
	Iteration 14Q: 3 clusters Score -3029736 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -3029738.250000 Penalty: 5086.439941
	Iteration 15Q: 3 clusters Score -3029738 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -3029741.750000 Penalty: 5086.439941
	Iteration 16Q: 3 clusters Score -3029742 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -3029745.250000 Penalty: 5086.439941
	Iteration 17Q: 3 clusters Score -3029745 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -3029760.750000 Penalty: 5086.439941
	Iteration 18Q: 3 clusters Score -3029761 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -3029767.500000 Penalty: 5086.439941
	Iteration 19Q: 3 clusters Score -3029768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -3029764.000000 Penalty: 5086.439941
	Iteration 20F: 3 clusters Score -3029764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -3029765.750000 Penalty: 5086.439941
	Iteration 21Q: 3 clusters Score -3029766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -3029762.500000 Penalty: 5086.439941
	Iteration 22Q: 3 clusters Score -3029762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -3029762.000000 Penalty: 5086.439941
	Iteration 23Q: 3 clusters Score -3029762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -3029759.500000 Penalty: 5086.439941
	Iteration 24Q: 3 clusters Score -3029760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -3029759.250000 Penalty: 5086.439941
	Iteration 25Q: 3 clusters Score -3029759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -3029764.000000 Penalty: 5086.439941
	Iteration 26Q: 3 clusters Score -3029764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -3029759.250000 Penalty: 5086.439941
	Iteration 27Q: 3 clusters Score -3029759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -3029753.000000 Penalty: 5086.439941
	Iteration 28Q: 3 clusters Score -3029753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -3029755.500000 Penalty: 5086.439941
	Iteration 29Q: 3 clusters Score -3029756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -3029753.750000 Penalty: 5086.439941
	Iteration 30Q: 3 clusters Score -3029754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -3029753.750000 Penalty: 5086.439941
	Iteration 31Q: 3 clusters Score -3029754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -3029752.250000 Penalty: 5086.439941
	Iteration 32Q: 3 clusters Score -3029752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -3029753.000000 Penalty: 5086.439941
	Iteration 33Q: 3 clusters Score -3029753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -3029752.000000 Penalty: 5086.439941
	Iteration 34Q: 3 clusters Score -3029752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -3029749.750000 Penalty: 5086.439941
	Iteration 35Q: 3 clusters Score -3029750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -3029750.250000 Penalty: 5086.439941
	Iteration 36Q: 3 clusters Score -3029750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -3029750.250000 Penalty: 5086.439941
	Iteration 37F: 3 clusters Score -3029750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 9734 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26052 members 
Mstep: Class 5 contains 14883 members 
Mstep: Class 6 contains 3495 members 
Mstep: Class 7 contains 16115 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 7529 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6401 members 
Mstep: Class 13 contains 17809 members 
Mstep: Class 14 contains 1258 members 
Mstep: Class 15 contains 35526 members 
Mstep: Class 16 contains 10635 members 
Mstep: Class 17 contains 2461 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 36294 members 
Mstep: Class 20 contains 17208 members 
Mstep: Class 21 contains 93011 members 
Mstep: Class 22 contains 31099 members 
Mstep: Class 23 contains 54355 members 
Mstep: Class 24 contains 3846 members 
Mstep: Class 25 contains 10329 members 
Mstep: Class 26 contains 16570 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 22892 members 
Mstep: Class 29 contains 35196 members 
Mstep: Class 30 contains 11366 members 
Mstep: Class 31 contains 19707 members 
Mstep: Class 32 contains 6689 members 
Mstep: Class 33 contains 1023 members 
Mstep: Class 34 contains 18634 members 
Mstep: Class 35 contains 21785 members 
Mstep: Class 36 contains 2207 members 
Mstep: Class 37 contains 23896 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 16495 members 
Mstep: Class 40 contains 8174 members 
Mstep: Class 41 contains 17787 members 
Entering Unmasked Estep 
Score: -64704924.000000 Penalty: 136067.875000
Splitting cluster 16 changes total score from -64696876.000000 to -64704924.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 17 (2461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Entering Unmasked Estep 
Score: -172595.562500 Penalty: 1936.464111
	Iteration 0F: 2 clusters Score -172595.6 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 1199 members 
Entering Unmasked Estep 
Score: -169704.109375 Penalty: 3872.928223
	Iteration 0F: 3 clusters Score -169704.1 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -170283.875000 Penalty: 3872.928223
	Iteration 1F: 3 clusters Score -170283.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -170443.937500 Penalty: 3872.928223
	Iteration 2F: 3 clusters Score -170443.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -170584.000000 Penalty: 3872.928223
	Iteration 3F: 3 clusters Score -170584 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -170685.281250 Penalty: 3872.928223
	Iteration 4Q: 3 clusters Score -170685.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -170828.562500 Penalty: 3872.928223
	Iteration 5Q: 3 clusters Score -170828.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -170971.296875 Penalty: 3872.928223
	Iteration 6Q: 3 clusters Score -170971.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -171160.578125 Penalty: 3872.928223
	Iteration 7Q: 3 clusters Score -171160.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -171387.390625 Penalty: 3872.928223
	Iteration 8Q: 3 clusters Score -171387.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -171629.187500 Penalty: 3872.928223
	Iteration 9F: 3 clusters Score -171629.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -171763.156250 Penalty: 3872.928223
	Iteration 10Q: 3 clusters Score -171763.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -171851.656250 Penalty: 3872.928223
	Iteration 11Q: 3 clusters Score -171851.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -171901.750000 Penalty: 3872.928223
	Iteration 12Q: 3 clusters Score -171901.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -171928.671875 Penalty: 3872.928223
	Iteration 13Q: 3 clusters Score -171928.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -171947.625000 Penalty: 3872.928223
	Iteration 14Q: 3 clusters Score -171947.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -171961.718750 Penalty: 3872.928223
	Iteration 15Q: 3 clusters Score -171961.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -171976.687500 Penalty: 3872.928223
	Iteration 16Q: 3 clusters Score -171976.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -171987.046875 Penalty: 3872.928223
	Iteration 17Q: 3 clusters Score -171987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -171992.796875 Penalty: 3872.928223
	Iteration 18Q: 3 clusters Score -171992.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -171998.453125 Penalty: 3872.928223
	Iteration 19Q: 3 clusters Score -171998.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -172005.468750 Penalty: 3872.928223
	Iteration 20F: 3 clusters Score -172005.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -172011.078125 Penalty: 3872.928223
	Iteration 21Q: 3 clusters Score -172011.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -172014.781250 Penalty: 3872.928223
	Iteration 22Q: 3 clusters Score -172014.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -172015.765625 Penalty: 3872.928223
	Iteration 23Q: 3 clusters Score -172015.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -172016.156250 Penalty: 3872.928223
	Iteration 24Q: 3 clusters Score -172016.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -172016.750000 Penalty: 3872.928223
	Iteration 25Q: 3 clusters Score -172016.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -172017.968750 Penalty: 3872.928223
	Iteration 26Q: 3 clusters Score -172018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -172018.984375 Penalty: 3872.928223
	Iteration 27Q: 3 clusters Score -172019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -172019.890625 Penalty: 3872.928223
	Iteration 28Q: 3 clusters Score -172019.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -172020.375000 Penalty: 3872.928223
	Iteration 29Q: 3 clusters Score -172020.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -172020.968750 Penalty: 3872.928223
	Iteration 30Q: 3 clusters Score -172021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -172021.359375 Penalty: 3872.928223
	Iteration 31Q: 3 clusters Score -172021.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -172021.796875 Penalty: 3872.928223
	Iteration 32Q: 3 clusters Score -172021.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -172021.796875 Penalty: 3872.928223
	Iteration 33F: 3 clusters Score -172021.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Entering Unmasked Estep 
Score: -60424.171875 Penalty: 1654.350098
	Iteration 0F: 2 clusters Score -60424.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -58940.878906 Penalty: 3308.700195
	Iteration 0F: 3 clusters Score -58940.88 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -60215.765625 Penalty: 3308.700195
	Iteration 1F: 3 clusters Score -60215.77 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -61504.433594 Penalty: 3308.700195
	Iteration 2F: 3 clusters Score -61504.43 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -62049.796875 Penalty: 3308.700195
	Iteration 3F: 3 clusters Score -62049.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -62168.281250 Penalty: 3308.700195
	Iteration 4Q: 3 clusters Score -62168.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -62211.011719 Penalty: 3308.700195
	Iteration 5Q: 3 clusters Score -62211.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -62227.308594 Penalty: 3308.700195
	Iteration 6Q: 3 clusters Score -62227.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -62239.378906 Penalty: 3308.700195
	Iteration 7Q: 3 clusters Score -62239.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -62250.187500 Penalty: 3308.700195
	Iteration 8Q: 3 clusters Score -62250.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -62267.687500 Penalty: 3308.700195
	Iteration 9Q: 3 clusters Score -62267.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -62277.199219 Penalty: 3308.700195
	Iteration 10Q: 3 clusters Score -62277.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -62283.722656 Penalty: 3308.700195
	Iteration 11Q: 3 clusters Score -62283.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -62289.519531 Penalty: 3308.700195
	Iteration 12Q: 3 clusters Score -62289.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -62289.519531 Penalty: 3308.700195
	Iteration 13F: 3 clusters Score -62289.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 9734 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26052 members 
Mstep: Class 5 contains 14883 members 
Mstep: Class 6 contains 3495 members 
Mstep: Class 7 contains 16115 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 7529 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6401 members 
Mstep: Class 13 contains 17809 members 
Mstep: Class 14 contains 1258 members 
Mstep: Class 15 contains 35526 members 
Mstep: Class 16 contains 10635 members 
Mstep: Class 17 contains 2461 members 
Mstep: Class 18 contains 312 members 
Mstep: Class 19 contains 36294 members 
Mstep: Class 20 contains 17208 members 
Mstep: Class 21 contains 93011 members 
Mstep: Class 22 contains 31099 members 
Mstep: Class 23 contains 54355 members 
Mstep: Class 24 contains 3846 members 
Mstep: Class 25 contains 10329 members 
Mstep: Class 26 contains 16570 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 22892 members 
Mstep: Class 29 contains 35196 members 
Mstep: Class 30 contains 11366 members 
Mstep: Class 31 contains 19707 members 
Mstep: Class 32 contains 6689 members 
Mstep: Class 33 contains 1023 members 
Mstep: Class 34 contains 18634 members 
Mstep: Class 35 contains 21785 members 
Mstep: Class 36 contains 2207 members 
Mstep: Class 37 contains 23896 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 16495 members 
Mstep: Class 40 contains 8174 members 
Mstep: Class 41 contains 17787 members 
Mstep: Class 42 contains 477 members 
Entering Unmasked Estep 
Score: -64705128.000000 Penalty: 139386.609375
Splitting cluster 18 changes total score from -64696876.000000 to -64705128.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 19 (36294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Entering Unmasked Estep 
Score: -3970216.500000 Penalty: 2603.853027
	Iteration 0F: 2 clusters Score -3970216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -3945517.500000 Penalty: 5207.706055
	Iteration 0F: 3 clusters Score -3945518 nChanged 16630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -3954759.000000 Penalty: 5207.706055
	Iteration 1F: 3 clusters Score -3954759 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -3955410.250000 Penalty: 5207.706055
	Iteration 2Q: 3 clusters Score -3955410 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -3956076.000000 Penalty: 5207.706055
	Iteration 3Q: 3 clusters Score -3956076 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -3956897.000000 Penalty: 5207.706055
	Iteration 4Q: 3 clusters Score -3956897 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -3957815.500000 Penalty: 5207.706055
	Iteration 5Q: 3 clusters Score -3957816 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3958836.750000 Penalty: 5207.706055
	Iteration 6F: 3 clusters Score -3958837 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -3960001.500000 Penalty: 5207.706055
	Iteration 7F: 3 clusters Score -3960002 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -3961250.000000 Penalty: 5207.706055
	Iteration 8F: 3 clusters Score -3961250 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -3962542.000000 Penalty: 5207.706055
	Iteration 9F: 3 clusters Score -3962542 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -3963660.500000 Penalty: 5207.706055
	Iteration 10Q: 3 clusters Score -3963660 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -3964588.000000 Penalty: 5207.706055
	Iteration 11Q: 3 clusters Score -3964588 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -3965233.000000 Penalty: 5207.706055
	Iteration 12Q: 3 clusters Score -3965233 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -3965694.250000 Penalty: 5207.706055
	Iteration 13Q: 3 clusters Score -3965694 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -3966029.750000 Penalty: 5207.706055
	Iteration 14Q: 3 clusters Score -3966030 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -3966302.000000 Penalty: 5207.706055
	Iteration 15Q: 3 clusters Score -3966302 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -3966499.000000 Penalty: 5207.706055
	Iteration 16Q: 3 clusters Score -3966499 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -3966692.250000 Penalty: 5207.706055
	Iteration 17Q: 3 clusters Score -3966692 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -3966857.000000 Penalty: 5207.706055
	Iteration 18Q: 3 clusters Score -3966857 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -3967006.000000 Penalty: 5207.706055
	Iteration 19Q: 3 clusters Score -3967006 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -3967181.000000 Penalty: 5207.706055
	Iteration 20F: 3 clusters Score -3967181 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -3967326.500000 Penalty: 5207.706055
	Iteration 21Q: 3 clusters Score -3967326 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -3967428.750000 Penalty: 5207.706055
	Iteration 22Q: 3 clusters Score -3967429 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -3967513.500000 Penalty: 5207.706055
	Iteration 23Q: 3 clusters Score -3967514 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -3967622.500000 Penalty: 5207.706055
	Iteration 24Q: 3 clusters Score -3967622 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -3967706.750000 Penalty: 5207.706055
	Iteration 25Q: 3 clusters Score -3967707 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -3967750.250000 Penalty: 5207.706055
	Iteration 26Q: 3 clusters Score -3967750 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3967803.750000 Penalty: 5207.706055
	Iteration 27Q: 3 clusters Score -3967804 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3967839.500000 Penalty: 5207.706055
	Iteration 28Q: 3 clusters Score -3967840 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3967875.750000 Penalty: 5207.706055
	Iteration 29Q: 3 clusters Score -3967876 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3967916.750000 Penalty: 5207.706055
	Iteration 30Q: 3 clusters Score -3967917 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3967956.500000 Penalty: 5207.706055
	Iteration 31Q: 3 clusters Score -3967956 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3967997.750000 Penalty: 5207.706055
	Iteration 32Q: 3 clusters Score -3967998 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3968037.250000 Penalty: 5207.706055
	Iteration 33Q: 3 clusters Score -3968037 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3968068.000000 Penalty: 5207.706055
	Iteration 34Q: 3 clusters Score -3968068 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3968083.750000 Penalty: 5207.706055
	Iteration 35Q: 3 clusters Score -3968084 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3968105.500000 Penalty: 5207.706055
	Iteration 36Q: 3 clusters Score -3968106 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3968115.750000 Penalty: 5207.706055
	Iteration 37Q: 3 clusters Score -3968116 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3968130.250000 Penalty: 5207.706055
	Iteration 38Q: 3 clusters Score -3968130 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3968150.250000 Penalty: 5207.706055
	Iteration 39Q: 3 clusters Score -3968150 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3968170.500000 Penalty: 5207.706055
	Iteration 40F: 3 clusters Score -3968170 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3968181.000000 Penalty: 5207.706055
	Iteration 41Q: 3 clusters Score -3968181 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3968213.000000 Penalty: 5207.706055
	Iteration 42Q: 3 clusters Score -3968213 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3968223.500000 Penalty: 5207.706055
	Iteration 43Q: 3 clusters Score -3968224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3968233.750000 Penalty: 5207.706055
	Iteration 44Q: 3 clusters Score -3968234 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3968242.750000 Penalty: 5207.706055
	Iteration 45Q: 3 clusters Score -3968243 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3968248.000000 Penalty: 5207.706055
	Iteration 46Q: 3 clusters Score -3968248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3968252.750000 Penalty: 5207.706055
	Iteration 47Q: 3 clusters Score -3968253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3968264.500000 Penalty: 5207.706055
	Iteration 48Q: 3 clusters Score -3968264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3968267.500000 Penalty: 5207.706055
	Iteration 49Q: 3 clusters Score -3968268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3968274.000000 Penalty: 5207.706055
	Iteration 50Q: 3 clusters Score -3968274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3968277.000000 Penalty: 5207.706055
	Iteration 51Q: 3 clusters Score -3968277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3968280.500000 Penalty: 5207.706055
	Iteration 52Q: 3 clusters Score -3968280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3968279.500000 Penalty: 5207.706055
	Iteration 53Q: 3 clusters Score -3968280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3968284.250000 Penalty: 5207.706055
	Iteration 54Q: 3 clusters Score -3968284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3968283.500000 Penalty: 5207.706055
	Iteration 55Q: 3 clusters Score -3968284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3968284.000000 Penalty: 5207.706055
	Iteration 56Q: 3 clusters Score -3968284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3968284.750000 Penalty: 5207.706055
	Iteration 57Q: 3 clusters Score -3968285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3968284.750000 Penalty: 5207.706055
	Iteration 58F: 3 clusters Score -3968285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Entering Unmasked Estep 
Score: -1375371.125000 Penalty: 2418.776123
	Iteration 0F: 2 clusters Score -1375371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1363220.375000 Penalty: 4837.552246
	Iteration 0F: 3 clusters Score -1363220 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1367325.625000 Penalty: 4837.552246
	Iteration 1F: 3 clusters Score -1367326 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1368073.000000 Penalty: 4837.552246
	Iteration 2F: 3 clusters Score -1368073 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1368953.875000 Penalty: 4837.552246
	Iteration 3F: 3 clusters Score -1368954 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1369797.500000 Penalty: 4837.552246
	Iteration 4F: 3 clusters Score -1369798 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1370446.375000 Penalty: 4837.552246
	Iteration 5F: 3 clusters Score -1370446 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1370897.375000 Penalty: 4837.552246
	Iteration 6Q: 3 clusters Score -1370897 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1371237.875000 Penalty: 4837.552246
	Iteration 7Q: 3 clusters Score -1371238 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1371502.875000 Penalty: 4837.552246
	Iteration 8Q: 3 clusters Score -1371503 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1371740.375000 Penalty: 4837.552246
	Iteration 9Q: 3 clusters Score -1371740 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1371942.125000 Penalty: 4837.552246
	Iteration 10Q: 3 clusters Score -1371942 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1372112.625000 Penalty: 4837.552246
	Iteration 11Q: 3 clusters Score -1372113 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1372273.875000 Penalty: 4837.552246
	Iteration 12Q: 3 clusters Score -1372274 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1372415.000000 Penalty: 4837.552246
	Iteration 13Q: 3 clusters Score -1372415 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1372531.875000 Penalty: 4837.552246
	Iteration 14Q: 3 clusters Score -1372532 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1372653.375000 Penalty: 4837.552246
	Iteration 15Q: 3 clusters Score -1372653 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1372755.625000 Penalty: 4837.552246
	Iteration 16Q: 3 clusters Score -1372756 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1372849.375000 Penalty: 4837.552246
	Iteration 17Q: 3 clusters Score -1372849 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1372950.875000 Penalty: 4837.552246
	Iteration 18Q: 3 clusters Score -1372951 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1373045.125000 Penalty: 4837.552246
	Iteration 19Q: 3 clusters Score -1373045 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1373110.750000 Penalty: 4837.552246
	Iteration 20F: 3 clusters Score -1373111 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1373182.750000 Penalty: 4837.552246
	Iteration 21Q: 3 clusters Score -1373183 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1373236.125000 Penalty: 4837.552246
	Iteration 22Q: 3 clusters Score -1373236 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1373274.375000 Penalty: 4837.552246
	Iteration 23Q: 3 clusters Score -1373274 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1373308.500000 Penalty: 4837.552246
	Iteration 24Q: 3 clusters Score -1373308 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1373344.125000 Penalty: 4837.552246
	Iteration 25Q: 3 clusters Score -1373344 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1373372.000000 Penalty: 4837.552246
	Iteration 26Q: 3 clusters Score -1373372 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1373386.625000 Penalty: 4837.552246
	Iteration 27Q: 3 clusters Score -1373387 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1373402.250000 Penalty: 4837.552246
	Iteration 28Q: 3 clusters Score -1373402 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1373429.250000 Penalty: 4837.552246
	Iteration 29Q: 3 clusters Score -1373429 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1373451.375000 Penalty: 4837.552246
	Iteration 30Q: 3 clusters Score -1373451 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1373480.750000 Penalty: 4837.552246
	Iteration 31Q: 3 clusters Score -1373481 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1373509.750000 Penalty: 4837.552246
	Iteration 32Q: 3 clusters Score -1373510 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1373524.000000 Penalty: 4837.552246
	Iteration 33Q: 3 clusters Score -1373524 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1373546.500000 Penalty: 4837.552246
	Iteration 34Q: 3 clusters Score -1373546 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1373557.125000 Penalty: 4837.552246
	Iteration 35Q: 3 clusters Score -1373557 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1373571.875000 Penalty: 4837.552246
	Iteration 36Q: 3 clusters Score -1373572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1373575.625000 Penalty: 4837.552246
	Iteration 37Q: 3 clusters Score -1373576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1373584.250000 Penalty: 4837.552246
	Iteration 38Q: 3 clusters Score -1373584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1373595.250000 Penalty: 4837.552246
	Iteration 39Q: 3 clusters Score -1373595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1373602.625000 Penalty: 4837.552246
	Iteration 40F: 3 clusters Score -1373603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1373603.875000 Penalty: 4837.552246
	Iteration 41Q: 3 clusters Score -1373604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1373607.750000 Penalty: 4837.552246
	Iteration 42Q: 3 clusters Score -1373608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1373609.375000 Penalty: 4837.552246
	Iteration 43Q: 3 clusters Score -1373609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1373615.250000 Penalty: 4837.552246
	Iteration 44Q: 3 clusters Score -1373615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1373619.375000 Penalty: 4837.552246
	Iteration 45Q: 3 clusters Score -1373619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1373620.125000 Penalty: 4837.552246
	Iteration 46Q: 3 clusters Score -1373620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1373622.625000 Penalty: 4837.552246
	Iteration 47Q: 3 clusters Score -1373623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1373628.250000 Penalty: 4837.552246
	Iteration 48Q: 3 clusters Score -1373628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1373637.375000 Penalty: 4837.552246
	Iteration 49Q: 3 clusters Score -1373637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1373641.875000 Penalty: 4837.552246
	Iteration 50Q: 3 clusters Score -1373642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1373645.125000 Penalty: 4837.552246
	Iteration 51Q: 3 clusters Score -1373645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1373646.875000 Penalty: 4837.552246
	Iteration 52Q: 3 clusters Score -1373647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1373649.125000 Penalty: 4837.552246
	Iteration 53Q: 3 clusters Score -1373649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1373657.000000 Penalty: 4837.552246
	Iteration 54Q: 3 clusters Score -1373657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1373657.500000 Penalty: 4837.552246
	Iteration 55Q: 3 clusters Score -1373658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1373660.625000 Penalty: 4837.552246
	Iteration 56Q: 3 clusters Score -1373661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1373660.625000 Penalty: 4837.552246
	Iteration 57Q: 3 clusters Score -1373661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1373663.375000 Penalty: 4837.552246
	Iteration 58Q: 3 clusters Score -1373663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1373664.625000 Penalty: 4837.552246
	Iteration 59Q: 3 clusters Score -1373665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1373663.875000 Penalty: 4837.552246
	Iteration 60F: 3 clusters Score -1373664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1373663.375000 Penalty: 4837.552246
	Iteration 61Q: 3 clusters Score -1373663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1373663.875000 Penalty: 4837.552246
	Iteration 62Q: 3 clusters Score -1373664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1373663.875000 Penalty: 4837.552246
	Iteration 63F: 3 clusters Score -1373664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (93011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93011 members 
Entering Unmasked Estep 
Score: -10128521.000000 Penalty: 2837.237305
	Iteration 0F: 2 clusters Score -1.012852e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 46589 members 
Entering Unmasked Estep 
Score: -10066424.000000 Penalty: 5674.474609
	Iteration 0F: 3 clusters Score -1.006642e+07 nChanged 43804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 47501 members 
Entering Unmasked Estep 
Score: -10091001.000000 Penalty: 5674.474609
	Iteration 1F: 3 clusters Score -1.0091e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 48097 members 
Entering Unmasked Estep 
Score: -10091865.000000 Penalty: 5674.474609
	Iteration 2Q: 3 clusters Score -1.009186e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 49039 members 
Entering Unmasked Estep 
Score: -10092886.000000 Penalty: 5674.474609
	Iteration 3Q: 3 clusters Score -1.009289e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42428 members 
Mstep: Class 2 contains 50583 members 
Entering Unmasked Estep 
Score: -10093989.000000 Penalty: 5674.474609
	Iteration 4Q: 3 clusters Score -1.009399e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 53020 members 
Entering Unmasked Estep 
Score: -10095465.000000 Penalty: 5674.474609
	Iteration 5Q: 3 clusters Score -1.009546e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 56479 members 
Entering Unmasked Estep 
Score: -10097588.000000 Penalty: 5674.474609
	Iteration 6Q: 3 clusters Score -1.009759e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 61439 members 
Entering Unmasked Estep 
Score: -10100767.000000 Penalty: 5674.474609
	Iteration 7F: 3 clusters Score -1.010077e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 67892 members 
Entering Unmasked Estep 
Score: -10105735.000000 Penalty: 5674.474609
	Iteration 8F: 3 clusters Score -1.010574e+07 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 75310 members 
Entering Unmasked Estep 
Score: -10112401.000000 Penalty: 5674.474609
	Iteration 9F: 3 clusters Score -1.01124e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 82047 members 
Entering Unmasked Estep 
Score: -10119098.000000 Penalty: 5674.474609
	Iteration 10F: 3 clusters Score -1.01191e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 86677 members 
Entering Unmasked Estep 
Score: -10123848.000000 Penalty: 5674.474609
	Iteration 11F: 3 clusters Score -1.012385e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 88963 members 
Entering Unmasked Estep 
Score: -10126322.000000 Penalty: 5674.474609
	Iteration 12Q: 3 clusters Score -1.012632e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 89931 members 
Entering Unmasked Estep 
Score: -10127423.000000 Penalty: 5674.474609
	Iteration 13Q: 3 clusters Score -1.012742e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 90429 members 
Entering Unmasked Estep 
Score: -10128006.000000 Penalty: 5674.474609
	Iteration 14Q: 3 clusters Score -1.012801e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 90721 members 
Entering Unmasked Estep 
Score: -10128422.000000 Penalty: 5674.474609
	Iteration 15Q: 3 clusters Score -1.012842e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 90905 members 
Entering Unmasked Estep 
Score: -10128661.000000 Penalty: 5674.474609
	Iteration 16Q: 3 clusters Score -1.012866e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 91025 members 
Entering Unmasked Estep 
Score: -10128828.000000 Penalty: 5674.474609
	Iteration 17Q: 3 clusters Score -1.012883e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 91132 members 
Entering Unmasked Estep 
Score: -10128945.000000 Penalty: 5674.474609
	Iteration 18Q: 3 clusters Score -1.012894e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 91208 members 
Entering Unmasked Estep 
Score: -10129018.000000 Penalty: 5674.474609
	Iteration 19Q: 3 clusters Score -1.012902e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 91260 members 
Entering Unmasked Estep 
Score: -10129076.000000 Penalty: 5674.474609
	Iteration 20F: 3 clusters Score -1.012908e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 91292 members 
Entering Unmasked Estep 
Score: -10129116.000000 Penalty: 5674.474609
	Iteration 21Q: 3 clusters Score -1.012912e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 91308 members 
Entering Unmasked Estep 
Score: -10129143.000000 Penalty: 5674.474609
	Iteration 22Q: 3 clusters Score -1.012914e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 91309 members 
Entering Unmasked Estep 
Score: -10129126.000000 Penalty: 5674.474609
	Iteration 23Q: 3 clusters Score -1.012913e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 91316 members 
Entering Unmasked Estep 
Score: -10129161.000000 Penalty: 5674.474609
	Iteration 24Q: 3 clusters Score -1.012916e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 91313 members 
Entering Unmasked Estep 
Score: -10129150.000000 Penalty: 5674.474609
	Iteration 25Q: 3 clusters Score -1.012915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 91311 members 
Entering Unmasked Estep 
Score: -10129154.000000 Penalty: 5674.474609
	Iteration 26Q: 3 clusters Score -1.012915e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 91314 members 
Entering Unmasked Estep 
Score: -10129164.000000 Penalty: 5674.474609
	Iteration 27Q: 3 clusters Score -1.012916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 91315 members 
Entering Unmasked Estep 
Score: -10129158.000000 Penalty: 5674.474609
	Iteration 28Q: 3 clusters Score -1.012916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 91314 members 
Entering Unmasked Estep 
Score: -10129143.000000 Penalty: 5674.474609
	Iteration 29Q: 3 clusters Score -1.012914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 91314 members 
Entering Unmasked Estep 
Score: -10129143.000000 Penalty: 5674.474609
	Iteration 30F: 3 clusters Score -1.012914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 9734 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26052 members 
Mstep: Class 5 contains 14883 members 
Mstep: Class 6 contains 3495 members 
Mstep: Class 7 contains 16115 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 7529 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6401 members 
Mstep: Class 13 contains 17809 members 
Mstep: Class 14 contains 1258 members 
Mstep: Class 15 contains 35526 members 
Mstep: Class 16 contains 10635 members 
Mstep: Class 17 contains 2461 members 
Mstep: Class 18 contains 312 members 
Mstep: Class 19 contains 36294 members 
Mstep: Class 20 contains 17208 members 
Mstep: Class 21 contains 1697 members 
Mstep: Class 22 contains 31099 members 
Mstep: Class 23 contains 54355 members 
Mstep: Class 24 contains 3846 members 
Mstep: Class 25 contains 10329 members 
Mstep: Class 26 contains 16570 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 22892 members 
Mstep: Class 29 contains 35196 members 
Mstep: Class 30 contains 11366 members 
Mstep: Class 31 contains 19707 members 
Mstep: Class 32 contains 6689 members 
Mstep: Class 33 contains 1023 members 
Mstep: Class 34 contains 18634 members 
Mstep: Class 35 contains 21785 members 
Mstep: Class 36 contains 2207 members 
Mstep: Class 37 contains 23896 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 16495 members 
Mstep: Class 40 contains 8174 members 
Mstep: Class 41 contains 17787 members 
Mstep: Class 42 contains 477 members 
Mstep: Class 43 contains 91314 members 
Entering Unmasked Estep 
Score: -64705236.000000 Penalty: 142705.328125
Splitting cluster 21 changes total score from -64696876.000000 to -64705236.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 22 (31099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Entering Unmasked Estep 
Score: -3375153.250000 Penalty: 2565.542725
	Iteration 0F: 2 clusters Score -3375153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -3353924.000000 Penalty: 5131.085449
	Iteration 0F: 3 clusters Score -3353924 nChanged 13977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -3362160.500000 Penalty: 5131.085449
	Iteration 1F: 3 clusters Score -3362160 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -3363707.250000 Penalty: 5131.085449
	Iteration 2F: 3 clusters Score -3363707 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -3365761.250000 Penalty: 5131.085449
	Iteration 3F: 3 clusters Score -3365761 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -3367955.250000 Penalty: 5131.085449
	Iteration 4F: 3 clusters Score -3367955 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -3369801.000000 Penalty: 5131.085449
	Iteration 5F: 3 clusters Score -3369801 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -3371046.250000 Penalty: 5131.085449
	Iteration 6F: 3 clusters Score -3371046 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -3371961.250000 Penalty: 5131.085449
	Iteration 7Q: 3 clusters Score -3371961 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -3372629.500000 Penalty: 5131.085449
	Iteration 8Q: 3 clusters Score -3372630 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -3373165.000000 Penalty: 5131.085449
	Iteration 9Q: 3 clusters Score -3373165 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -3373596.250000 Penalty: 5131.085449
	Iteration 10Q: 3 clusters Score -3373596 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -3373906.500000 Penalty: 5131.085449
	Iteration 11Q: 3 clusters Score -3373906 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -3374082.000000 Penalty: 5131.085449
	Iteration 12Q: 3 clusters Score -3374082 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -3374174.500000 Penalty: 5131.085449
	Iteration 13Q: 3 clusters Score -3374174 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -3374240.000000 Penalty: 5131.085449
	Iteration 14Q: 3 clusters Score -3374240 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -3374290.000000 Penalty: 5131.085449
	Iteration 15Q: 3 clusters Score -3374290 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -3374333.000000 Penalty: 5131.085449
	Iteration 16Q: 3 clusters Score -3374333 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -3374375.500000 Penalty: 5131.085449
	Iteration 17Q: 3 clusters Score -3374376 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -3374392.750000 Penalty: 5131.085449
	Iteration 18Q: 3 clusters Score -3374393 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -3374420.500000 Penalty: 5131.085449
	Iteration 19Q: 3 clusters Score -3374420 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -3374427.250000 Penalty: 5131.085449
	Iteration 20F: 3 clusters Score -3374427 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -3374436.750000 Penalty: 5131.085449
	Iteration 21Q: 3 clusters Score -3374437 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -3374447.250000 Penalty: 5131.085449
	Iteration 22Q: 3 clusters Score -3374447 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -3374460.500000 Penalty: 5131.085449
	Iteration 23Q: 3 clusters Score -3374460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -3374456.250000 Penalty: 5131.085449
	Iteration 24Q: 3 clusters Score -3374456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -3374461.250000 Penalty: 5131.085449
	Iteration 25Q: 3 clusters Score -3374461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -3374466.750000 Penalty: 5131.085449
	Iteration 26Q: 3 clusters Score -3374467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -3374467.500000 Penalty: 5131.085449
	Iteration 27Q: 3 clusters Score -3374468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -3374467.750000 Penalty: 5131.085449
	Iteration 28Q: 3 clusters Score -3374468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -3374471.250000 Penalty: 5131.085449
	Iteration 29Q: 3 clusters Score -3374471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -3374476.000000 Penalty: 5131.085449
	Iteration 30Q: 3 clusters Score -3374476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -3374474.250000 Penalty: 5131.085449
	Iteration 31Q: 3 clusters Score -3374474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -3374475.250000 Penalty: 5131.085449
	Iteration 32Q: 3 clusters Score -3374475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -3374477.000000 Penalty: 5131.085449
	Iteration 33Q: 3 clusters Score -3374477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -3374472.000000 Penalty: 5131.085449
	Iteration 34Q: 3 clusters Score -3374472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -3374475.250000 Penalty: 5131.085449
	Iteration 35Q: 3 clusters Score -3374475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -3374473.000000 Penalty: 5131.085449
	Iteration 36Q: 3 clusters Score -3374473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
Score: -3374471.750000 Penalty: 5131.085449
	Iteration 37Q: 3 clusters Score -3374472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -3374472.000000 Penalty: 5131.085449
	Iteration 38Q: 3 clusters Score -3374472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -3374472.000000 Penalty: 5131.085449
	Iteration 39Q: 3 clusters Score -3374472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -3374476.250000 Penalty: 5131.085449
	Iteration 40F: 3 clusters Score -3374476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -3374474.250000 Penalty: 5131.085449
	Iteration 41Q: 3 clusters Score -3374474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -3374474.750000 Penalty: 5131.085449
	Iteration 42Q: 3 clusters Score -3374475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -3374474.750000 Penalty: 5131.085449
	Iteration 43F: 3 clusters Score -3374475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (54355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54355 members 
Entering Unmasked Estep 
Score: -5870225.000000 Penalty: 2704.016357
	Iteration 0F: 2 clusters Score -5870225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -5833839.000000 Penalty: 5408.032715
	Iteration 0F: 3 clusters Score -5833839 nChanged 25121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -5848392.500000 Penalty: 5408.032715
	Iteration 1F: 3 clusters Score -5848392 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -5850319.000000 Penalty: 5408.032715
	Iteration 2F: 3 clusters Score -5850319 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -5853675.500000 Penalty: 5408.032715
	Iteration 3F: 3 clusters Score -5853676 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -5858873.000000 Penalty: 5408.032715
	Iteration 4F: 3 clusters Score -5858873 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -5865876.000000 Penalty: 5408.032715
	Iteration 5F: 3 clusters Score -5865876 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -5871636.500000 Penalty: 5408.032715
	Iteration 6F: 3 clusters Score -5871636 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -5874016.500000 Penalty: 5408.032715
	Iteration 7F: 3 clusters Score -5874016 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -5874948.500000 Penalty: 5408.032715
	Iteration 8Q: 3 clusters Score -5874948 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -5875506.500000 Penalty: 5408.032715
	Iteration 9Q: 3 clusters Score -5875506 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -5876055.500000 Penalty: 5408.032715
	Iteration 10Q: 3 clusters Score -5876056 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -5876621.500000 Penalty: 5408.032715
	Iteration 11Q: 3 clusters Score -5876622 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -5877255.000000 Penalty: 5408.032715
	Iteration 12Q: 3 clusters Score -5877255 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -5877888.500000 Penalty: 5408.032715
	Iteration 13Q: 3 clusters Score -5877888 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -5878581.500000 Penalty: 5408.032715
	Iteration 14Q: 3 clusters Score -5878582 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -5879269.500000 Penalty: 5408.032715
	Iteration 15Q: 3 clusters Score -5879270 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -5879861.500000 Penalty: 5408.032715
	Iteration 16Q: 3 clusters Score -5879862 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -5880395.000000 Penalty: 5408.032715
	Iteration 17Q: 3 clusters Score -5880395 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -5880841.500000 Penalty: 5408.032715
	Iteration 18Q: 3 clusters Score -5880842 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -5881198.000000 Penalty: 5408.032715
	Iteration 19Q: 3 clusters Score -5881198 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -5881495.500000 Penalty: 5408.032715
	Iteration 20F: 3 clusters Score -5881496 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -5881730.500000 Penalty: 5408.032715
	Iteration 21Q: 3 clusters Score -5881730 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -5881867.500000 Penalty: 5408.032715
	Iteration 22Q: 3 clusters Score -5881868 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -5881918.000000 Penalty: 5408.032715
	Iteration 23Q: 3 clusters Score -5881918 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -5881981.000000 Penalty: 5408.032715
	Iteration 24Q: 3 clusters Score -5881981 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -5882011.500000 Penalty: 5408.032715
	Iteration 25Q: 3 clusters Score -5882012 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -5882025.000000 Penalty: 5408.032715
	Iteration 26Q: 3 clusters Score -5882025 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -5882027.000000 Penalty: 5408.032715
	Iteration 27Q: 3 clusters Score -5882027 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -5882018.500000 Penalty: 5408.032715
	Iteration 28Q: 3 clusters Score -5882018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -5882012.000000 Penalty: 5408.032715
	Iteration 29Q: 3 clusters Score -5882012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -5882007.000000 Penalty: 5408.032715
	Iteration 30Q: 3 clusters Score -5882007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -5882016.500000 Penalty: 5408.032715
	Iteration 31Q: 3 clusters Score -5882016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -5882014.000000 Penalty: 5408.032715
	Iteration 32Q: 3 clusters Score -5882014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -5882015.000000 Penalty: 5408.032715
	Iteration 33Q: 3 clusters Score -5882015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -5882016.000000 Penalty: 5408.032715
	Iteration 34Q: 3 clusters Score -5882016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -5882019.500000 Penalty: 5408.032715
	Iteration 35Q: 3 clusters Score -5882020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -5882018.500000 Penalty: 5408.032715
	Iteration 36Q: 3 clusters Score -5882018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -5882021.500000 Penalty: 5408.032715
	Iteration 37Q: 3 clusters Score -5882022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -5882017.000000 Penalty: 5408.032715
	Iteration 38Q: 3 clusters Score -5882017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -5882014.500000 Penalty: 5408.032715
	Iteration 39Q: 3 clusters Score -5882014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -5882011.500000 Penalty: 5408.032715
	Iteration 40F: 3 clusters Score -5882012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 9734 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26052 members 
Mstep: Class 5 contains 14883 members 
Mstep: Class 6 contains 3495 members 
Mstep: Class 7 contains 16115 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 7529 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6401 members 
Mstep: Class 13 contains 17809 members 
Mstep: Class 14 contains 1258 members 
Mstep: Class 15 contains 35526 members 
Mstep: Class 16 contains 10635 members 
Mstep: Class 17 contains 2461 members 
Mstep: Class 18 contains 312 members 
Mstep: Class 19 contains 36294 members 
Mstep: Class 20 contains 17208 members 
Mstep: Class 21 contains 1697 members 
Mstep: Class 22 contains 31099 members 
Mstep: Class 23 contains 40667 members 
Mstep: Class 24 contains 3846 members 
Mstep: Class 25 contains 10329 members 
Mstep: Class 26 contains 16570 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 22892 members 
Mstep: Class 29 contains 35196 members 
Mstep: Class 30 contains 11366 members 
Mstep: Class 31 contains 19707 members 
Mstep: Class 32 contains 6689 members 
Mstep: Class 33 contains 1023 members 
Mstep: Class 34 contains 18634 members 
Mstep: Class 35 contains 21785 members 
Mstep: Class 36 contains 2207 members 
Mstep: Class 37 contains 23896 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 16495 members 
Mstep: Class 40 contains 8174 members 
Mstep: Class 41 contains 17787 members 
Mstep: Class 42 contains 477 members 
Mstep: Class 43 contains 91314 members 
Mstep: Class 44 contains 13688 members 
Entering Unmasked Estep 
Score: -64715588.000000 Penalty: 146024.062500
Splitting cluster 23 changes total score from -64696876.000000 to -64715588.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 24 (3846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Entering Unmasked Estep 
Score: -364439.093750 Penalty: 2047.187744
	Iteration 0F: 2 clusters Score -364439.1 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 1984 members 
Entering Unmasked Estep 
Score: -360660.250000 Penalty: 4094.375488
	Iteration 0F: 3 clusters Score -360660.2 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -361656.625000 Penalty: 4094.375488
	Iteration 1F: 3 clusters Score -361656.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -362005.562500 Penalty: 4094.375488
	Iteration 2F: 3 clusters Score -362005.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -362252.562500 Penalty: 4094.375488
	Iteration 3F: 3 clusters Score -362252.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -362418.062500 Penalty: 4094.375488
	Iteration 4Q: 3 clusters Score -362418.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -362577.968750 Penalty: 4094.375488
	Iteration 5Q: 3 clusters Score -362578 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -362704.593750 Penalty: 4094.375488
	Iteration 6Q: 3 clusters Score -362704.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -362804.562500 Penalty: 4094.375488
	Iteration 7Q: 3 clusters Score -362804.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -362902.750000 Penalty: 4094.375488
	Iteration 8Q: 3 clusters Score -362902.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -362983.593750 Penalty: 4094.375488
	Iteration 9Q: 3 clusters Score -362983.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -363053.687500 Penalty: 4094.375488
	Iteration 10Q: 3 clusters Score -363053.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -363122.375000 Penalty: 4094.375488
	Iteration 11Q: 3 clusters Score -363122.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -363185.531250 Penalty: 4094.375488
	Iteration 12Q: 3 clusters Score -363185.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -363253.843750 Penalty: 4094.375488
	Iteration 13Q: 3 clusters Score -363253.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -363335.187500 Penalty: 4094.375488
	Iteration 14Q: 3 clusters Score -363335.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -363422.000000 Penalty: 4094.375488
	Iteration 15Q: 3 clusters Score -363422 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -363504.718750 Penalty: 4094.375488
	Iteration 16Q: 3 clusters Score -363504.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -363580.625000 Penalty: 4094.375488
	Iteration 17Q: 3 clusters Score -363580.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -363669.312500 Penalty: 4094.375488
	Iteration 18Q: 3 clusters Score -363669.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -363757.093750 Penalty: 4094.375488
	Iteration 19Q: 3 clusters Score -363757.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -363833.312500 Penalty: 4094.375488
	Iteration 20F: 3 clusters Score -363833.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -363909.093750 Penalty: 4094.375488
	Iteration 21Q: 3 clusters Score -363909.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -363994.156250 Penalty: 4094.375488
	Iteration 22Q: 3 clusters Score -363994.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -364084.281250 Penalty: 4094.375488
	Iteration 23Q: 3 clusters Score -364084.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -364167.000000 Penalty: 4094.375488
	Iteration 24Q: 3 clusters Score -364167 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -364259.562500 Penalty: 4094.375488
	Iteration 25Q: 3 clusters Score -364259.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -364349.250000 Penalty: 4094.375488
	Iteration 26Q: 3 clusters Score -364349.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -364432.187500 Penalty: 4094.375488
	Iteration 27Q: 3 clusters Score -364432.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -364495.312500 Penalty: 4094.375488
	Iteration 28Q: 3 clusters Score -364495.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -364540.031250 Penalty: 4094.375488
	Iteration 29Q: 3 clusters Score -364540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -364561.625000 Penalty: 4094.375488
	Iteration 30Q: 3 clusters Score -364561.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -364587.843750 Penalty: 4094.375488
	Iteration 31Q: 3 clusters Score -364587.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -364609.437500 Penalty: 4094.375488
	Iteration 32Q: 3 clusters Score -364609.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -364626.187500 Penalty: 4094.375488
	Iteration 33Q: 3 clusters Score -364626.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -364637.250000 Penalty: 4094.375488
	Iteration 34Q: 3 clusters Score -364637.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -364642.843750 Penalty: 4094.375488
	Iteration 35Q: 3 clusters Score -364642.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -364649.125000 Penalty: 4094.375488
	Iteration 36Q: 3 clusters Score -364649.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -364655.343750 Penalty: 4094.375488
	Iteration 37Q: 3 clusters Score -364655.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -364659.250000 Penalty: 4094.375488
	Iteration 38Q: 3 clusters Score -364659.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -364662.062500 Penalty: 4094.375488
	Iteration 39Q: 3 clusters Score -364662.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -364662.062500 Penalty: 4094.375488
	Iteration 40F: 3 clusters Score -364662.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 9734 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26052 members 
Mstep: Class 5 contains 14883 members 
Mstep: Class 6 contains 3495 members 
Mstep: Class 7 contains 16115 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 7529 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6401 members 
Mstep: Class 13 contains 17809 members 
Mstep: Class 14 contains 1258 members 
Mstep: Class 15 contains 35526 members 
Mstep: Class 16 contains 10635 members 
Mstep: Class 17 contains 2461 members 
Mstep: Class 18 contains 312 members 
Mstep: Class 19 contains 36294 members 
Mstep: Class 20 contains 17208 members 
Mstep: Class 21 contains 1697 members 
Mstep: Class 22 contains 31099 members 
Mstep: Class 23 contains 40667 members 
Mstep: Class 24 contains 3118 members 
Mstep: Class 25 contains 10329 members 
Mstep: Class 26 contains 16570 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 22892 members 
Mstep: Class 29 contains 35196 members 
Mstep: Class 30 contains 11366 members 
Mstep: Class 31 contains 19707 members 
Mstep: Class 32 contains 6689 members 
Mstep: Class 33 contains 1023 members 
Mstep: Class 34 contains 18634 members 
Mstep: Class 35 contains 21785 members 
Mstep: Class 36 contains 2207 members 
Mstep: Class 37 contains 23896 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 16495 members 
Mstep: Class 40 contains 8174 members 
Mstep: Class 41 contains 17787 members 
Mstep: Class 42 contains 477 members 
Mstep: Class 43 contains 91314 members 
Mstep: Class 44 contains 13688 members 
Mstep: Class 45 contains 728 members 
Entering Unmasked Estep 
Score: -64714656.000000 Penalty: 149342.796875
Splitting cluster 24 changes total score from -64696876.000000 to -64714656.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 25 (10329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Entering Unmasked Estep 
Score: -1011391.750000 Penalty: 2292.192383
	Iteration 0F: 2 clusters Score -1011392 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 5239 members 
Entering Unmasked Estep 
Score: -1003606.000000 Penalty: 4584.384766
	Iteration 0F: 3 clusters Score -1003606 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1006738.937500 Penalty: 4584.384766
	Iteration 1F: 3 clusters Score -1006739 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1007785.750000 Penalty: 4584.384766
	Iteration 2F: 3 clusters Score -1007786 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1008712.437500 Penalty: 4584.384766
	Iteration 3F: 3 clusters Score -1008712 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1009378.312500 Penalty: 4584.384766
	Iteration 4F: 3 clusters Score -1009378 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1009821.125000 Penalty: 4584.384766
	Iteration 5F: 3 clusters Score -1009821 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1010146.250000 Penalty: 4584.384766
	Iteration 6Q: 3 clusters Score -1010146 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1010376.500000 Penalty: 4584.384766
	Iteration 7Q: 3 clusters Score -1010376 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1010558.062500 Penalty: 4584.384766
	Iteration 8Q: 3 clusters Score -1010558 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1010716.312500 Penalty: 4584.384766
	Iteration 9Q: 3 clusters Score -1010716 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1010806.625000 Penalty: 4584.384766
	Iteration 10Q: 3 clusters Score -1010807 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1010886.500000 Penalty: 4584.384766
	Iteration 11Q: 3 clusters Score -1010886 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1010951.625000 Penalty: 4584.384766
	Iteration 12Q: 3 clusters Score -1010952 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1011016.000000 Penalty: 4584.384766
	Iteration 13Q: 3 clusters Score -1011016 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1011074.312500 Penalty: 4584.384766
	Iteration 14Q: 3 clusters Score -1011074 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1011137.750000 Penalty: 4584.384766
	Iteration 15Q: 3 clusters Score -1011138 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1011182.937500 Penalty: 4584.384766
	Iteration 16Q: 3 clusters Score -1011183 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1011218.687500 Penalty: 4584.384766
	Iteration 17Q: 3 clusters Score -1011219 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1011255.125000 Penalty: 4584.384766
	Iteration 18Q: 3 clusters Score -1011255 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1011293.812500 Penalty: 4584.384766
	Iteration 19Q: 3 clusters Score -1011294 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1011317.687500 Penalty: 4584.384766
	Iteration 20F: 3 clusters Score -1011318 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1011344.437500 Penalty: 4584.384766
	Iteration 21Q: 3 clusters Score -1011344 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1011360.875000 Penalty: 4584.384766
	Iteration 22Q: 3 clusters Score -1011361 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1011372.812500 Penalty: 4584.384766
	Iteration 23Q: 3 clusters Score -1011373 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1011382.375000 Penalty: 4584.384766
	Iteration 24Q: 3 clusters Score -1011382 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1011386.437500 Penalty: 4584.384766
	Iteration 25Q: 3 clusters Score -1011386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1011397.062500 Penalty: 4584.384766
	Iteration 26Q: 3 clusters Score -1011397 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1011401.812500 Penalty: 4584.384766
	Iteration 27Q: 3 clusters Score -1011402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1011409.375000 Penalty: 4584.384766
	Iteration 28Q: 3 clusters Score -1011409 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1011420.500000 Penalty: 4584.384766
	Iteration 29Q: 3 clusters Score -1011420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1011427.687500 Penalty: 4584.384766
	Iteration 30Q: 3 clusters Score -1011428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1011440.250000 Penalty: 4584.384766
	Iteration 31Q: 3 clusters Score -1011440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1011449.125000 Penalty: 4584.384766
	Iteration 32Q: 3 clusters Score -1011449 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1011454.625000 Penalty: 4584.384766
	Iteration 33Q: 3 clusters Score -1011455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1011456.687500 Penalty: 4584.384766
	Iteration 34Q: 3 clusters Score -1011457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1011458.687500 Penalty: 4584.384766
	Iteration 35Q: 3 clusters Score -1011459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1011458.062500 Penalty: 4584.384766
	Iteration 36Q: 3 clusters Score -1011458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1011458.812500 Penalty: 4584.384766
	Iteration 37Q: 3 clusters Score -1011459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1011459.000000 Penalty: 4584.384766
	Iteration 38Q: 3 clusters Score -1011459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1011459.000000 Penalty: 4584.384766
	Iteration 39F: 3 clusters Score -1011459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 9734 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26052 members 
Mstep: Class 5 contains 14883 members 
Mstep: Class 6 contains 3495 members 
Mstep: Class 7 contains 16115 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 7529 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6401 members 
Mstep: Class 13 contains 17809 members 
Mstep: Class 14 contains 1258 members 
Mstep: Class 15 contains 35526 members 
Mstep: Class 16 contains 10635 members 
Mstep: Class 17 contains 2461 members 
Mstep: Class 18 contains 312 members 
Mstep: Class 19 contains 36294 members 
Mstep: Class 20 contains 17208 members 
Mstep: Class 21 contains 1697 members 
Mstep: Class 22 contains 31099 members 
Mstep: Class 23 contains 40667 members 
Mstep: Class 24 contains 3118 members 
Mstep: Class 25 contains 2500 members 
Mstep: Class 26 contains 16570 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 22892 members 
Mstep: Class 29 contains 35196 members 
Mstep: Class 30 contains 11366 members 
Mstep: Class 31 contains 19707 members 
Mstep: Class 32 contains 6689 members 
Mstep: Class 33 contains 1023 members 
Mstep: Class 34 contains 18634 members 
Mstep: Class 35 contains 21785 members 
Mstep: Class 36 contains 2207 members 
Mstep: Class 37 contains 23896 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 16495 members 
Mstep: Class 40 contains 8174 members 
Mstep: Class 41 contains 17787 members 
Mstep: Class 42 contains 477 members 
Mstep: Class 43 contains 91314 members 
Mstep: Class 44 contains 13688 members 
Mstep: Class 45 contains 728 members 
Mstep: Class 46 contains 7829 members 
Entering Unmasked Estep 
Score: -64713664.000000 Penalty: 152661.515625
Splitting cluster 25 changes total score from -64696876.000000 to -64713664.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 26 (16570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Entering Unmasked Estep 
Score: -1772661.500000 Penalty: 2409.406494
	Iteration 0F: 2 clusters Score -1772662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1760825.875000 Penalty: 4818.812988
	Iteration 0F: 3 clusters Score -1760826 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1765310.500000 Penalty: 4818.812988
	Iteration 1F: 3 clusters Score -1765310 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1767169.625000 Penalty: 4818.812988
	Iteration 2F: 3 clusters Score -1767170 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1769855.625000 Penalty: 4818.812988
	Iteration 3F: 3 clusters Score -1769856 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1772053.250000 Penalty: 4818.812988
	Iteration 4F: 3 clusters Score -1772053 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1773321.750000 Penalty: 4818.812988
	Iteration 5F: 3 clusters Score -1773322 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1774305.625000 Penalty: 4818.812988
	Iteration 6F: 3 clusters Score -1774306 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1774983.500000 Penalty: 4818.812988
	Iteration 7Q: 3 clusters Score -1774984 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1775349.125000 Penalty: 4818.812988
	Iteration 8Q: 3 clusters Score -1775349 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1775489.500000 Penalty: 4818.812988
	Iteration 9Q: 3 clusters Score -1775490 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1775553.625000 Penalty: 4818.812988
	Iteration 10Q: 3 clusters Score -1775554 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1775574.875000 Penalty: 4818.812988
	Iteration 11Q: 3 clusters Score -1775575 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1775585.125000 Penalty: 4818.812988
	Iteration 12Q: 3 clusters Score -1775585 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1775585.750000 Penalty: 4818.812988
	Iteration 13Q: 3 clusters Score -1775586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1775592.000000 Penalty: 4818.812988
	Iteration 14Q: 3 clusters Score -1775592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1775597.500000 Penalty: 4818.812988
	Iteration 15Q: 3 clusters Score -1775598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1775600.625000 Penalty: 4818.812988
	Iteration 16Q: 3 clusters Score -1775601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1775601.750000 Penalty: 4818.812988
	Iteration 17Q: 3 clusters Score -1775602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1775598.750000 Penalty: 4818.812988
	Iteration 18Q: 3 clusters Score -1775599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1775599.000000 Penalty: 4818.812988
	Iteration 19Q: 3 clusters Score -1775599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1775598.875000 Penalty: 4818.812988
	Iteration 20F: 3 clusters Score -1775599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1775600.500000 Penalty: 4818.812988
	Iteration 21Q: 3 clusters Score -1775600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1775598.000000 Penalty: 4818.812988
	Iteration 22Q: 3 clusters Score -1775598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1775600.000000 Penalty: 4818.812988
	Iteration 23Q: 3 clusters Score -1775600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1775599.750000 Penalty: 4818.812988
	Iteration 24Q: 3 clusters Score -1775600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1775599.750000 Penalty: 4818.812988
	Iteration 25F: 3 clusters Score -1775600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 9734 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26052 members 
Mstep: Class 5 contains 14883 members 
Mstep: Class 6 contains 3495 members 
Mstep: Class 7 contains 16115 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 7529 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6401 members 
Mstep: Class 13 contains 17809 members 
Mstep: Class 14 contains 1258 members 
Mstep: Class 15 contains 35526 members 
Mstep: Class 16 contains 10635 members 
Mstep: Class 17 contains 2461 members 
Mstep: Class 18 contains 312 members 
Mstep: Class 19 contains 36294 members 
Mstep: Class 20 contains 17208 members 
Mstep: Class 21 contains 1697 members 
Mstep: Class 22 contains 31099 members 
Mstep: Class 23 contains 40667 members 
Mstep: Class 24 contains 3118 members 
Mstep: Class 25 contains 2500 members 
Mstep: Class 26 contains 6951 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 22892 members 
Mstep: Class 29 contains 35196 members 
Mstep: Class 30 contains 11366 members 
Mstep: Class 31 contains 19707 members 
Mstep: Class 32 contains 6689 members 
Mstep: Class 33 contains 1023 members 
Mstep: Class 34 contains 18634 members 
Mstep: Class 35 contains 21785 members 
Mstep: Class 36 contains 2207 members 
Mstep: Class 37 contains 23896 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 16495 members 
Mstep: Class 40 contains 8174 members 
Mstep: Class 41 contains 17787 members 
Mstep: Class 42 contains 477 members 
Mstep: Class 43 contains 91314 members 
Mstep: Class 44 contains 13688 members 
Mstep: Class 45 contains 728 members 
Mstep: Class 46 contains 7829 members 
Mstep: Class 47 contains 9619 members 
Entering Unmasked Estep 
Score: -64715556.000000 Penalty: 155980.250000
Splitting cluster 26 changes total score from -64696876.000000 to -64715556.000000
So it's getting split into cluster 47.
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: -68233.648438 Penalty: 1656.540649
	Iteration 0F: 2 clusters Score -68233.65 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: -66580.179688 Penalty: 3313.081299
	Iteration 0F: 3 clusters Score -66580.18 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -67379.804688 Penalty: 3313.081299
	Iteration 1F: 3 clusters Score -67379.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -68222.140625 Penalty: 3313.081299
	Iteration 2F: 3 clusters Score -68222.14 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -68789.914062 Penalty: 3313.081299
	Iteration 3F: 3 clusters Score -68789.91 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -69064.343750 Penalty: 3313.081299
	Iteration 4F: 3 clusters Score -69064.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -69233.531250 Penalty: 3313.081299
	Iteration 5Q: 3 clusters Score -69233.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -69281.445312 Penalty: 3313.081299
	Iteration 6Q: 3 clusters Score -69281.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -69308.734375 Penalty: 3313.081299
	Iteration 7Q: 3 clusters Score -69308.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -69336.476562 Penalty: 3313.081299
	Iteration 8Q: 3 clusters Score -69336.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -69342.671875 Penalty: 3313.081299
	Iteration 9Q: 3 clusters Score -69342.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -69344.679688 Penalty: 3313.081299
	Iteration 10Q: 3 clusters Score -69344.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -69344.679688 Penalty: 3313.081299
	Iteration 11F: 3 clusters Score -69344.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 9734 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26052 members 
Mstep: Class 5 contains 14883 members 
Mstep: Class 6 contains 3495 members 
Mstep: Class 7 contains 16115 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 7529 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6401 members 
Mstep: Class 13 contains 17809 members 
Mstep: Class 14 contains 1258 members 
Mstep: Class 15 contains 35526 members 
Mstep: Class 16 contains 10635 members 
Mstep: Class 17 contains 2461 members 
Mstep: Class 18 contains 312 members 
Mstep: Class 19 contains 36294 members 
Mstep: Class 20 contains 17208 members 
Mstep: Class 21 contains 1697 members 
Mstep: Class 22 contains 31099 members 
Mstep: Class 23 contains 40667 members 
Mstep: Class 24 contains 3118 members 
Mstep: Class 25 contains 2500 members 
Mstep: Class 26 contains 6951 members 
Mstep: Class 27 contains 121 members 
Mstep: Class 28 contains 22892 members 
Mstep: Class 29 contains 35196 members 
Mstep: Class 30 contains 11366 members 
Mstep: Class 31 contains 19707 members 
Mstep: Class 32 contains 6689 members 
Mstep: Class 33 contains 1023 members 
Mstep: Class 34 contains 18634 members 
Mstep: Class 35 contains 21785 members 
Mstep: Class 36 contains 2207 members 
Mstep: Class 37 contains 23896 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 16495 members 
Mstep: Class 40 contains 8174 members 
Mstep: Class 41 contains 17787 members 
Mstep: Class 42 contains 477 members 
Mstep: Class 43 contains 91314 members 
Mstep: Class 44 contains 13688 members 
Mstep: Class 45 contains 728 members 
Mstep: Class 46 contains 7829 members 
Mstep: Class 47 contains 9619 members 
Mstep: Class 48 contains 675 members 
Entering Unmasked Estep 
Score: -64715020.000000 Penalty: 159298.968750
Splitting cluster 27 changes total score from -64696876.000000 to -64715020.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 28 (22892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Entering Unmasked Estep 
Score: -2183677.000000 Penalty: 2489.558594
	Iteration 0F: 2 clusters Score -2183677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -2167789.500000 Penalty: 4979.117188
	Iteration 0F: 3 clusters Score -2167790 nChanged 10117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -2173690.000000 Penalty: 4979.117188
	Iteration 1F: 3 clusters Score -2173690 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -2174510.750000 Penalty: 4979.117188
	Iteration 2F: 3 clusters Score -2174511 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2175425.500000 Penalty: 4979.117188
	Iteration 3F: 3 clusters Score -2175426 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2176373.250000 Penalty: 4979.117188
	Iteration 4F: 3 clusters Score -2176373 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2177275.000000 Penalty: 4979.117188
	Iteration 5F: 3 clusters Score -2177275 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2178108.000000 Penalty: 4979.117188
	Iteration 6F: 3 clusters Score -2178108 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2178798.250000 Penalty: 4979.117188
	Iteration 7F: 3 clusters Score -2178798 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -2179314.250000 Penalty: 4979.117188
	Iteration 8Q: 3 clusters Score -2179314 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -2179701.000000 Penalty: 4979.117188
	Iteration 9Q: 3 clusters Score -2179701 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -2179938.000000 Penalty: 4979.117188
	Iteration 10Q: 3 clusters Score -2179938 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -2180107.500000 Penalty: 4979.117188
	Iteration 11Q: 3 clusters Score -2180108 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2180216.500000 Penalty: 4979.117188
	Iteration 12Q: 3 clusters Score -2180216 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -2180304.750000 Penalty: 4979.117188
	Iteration 13Q: 3 clusters Score -2180305 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2180363.000000 Penalty: 4979.117188
	Iteration 14Q: 3 clusters Score -2180363 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2180434.250000 Penalty: 4979.117188
	Iteration 15Q: 3 clusters Score -2180434 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -2180478.750000 Penalty: 4979.117188
	Iteration 16Q: 3 clusters Score -2180479 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2180543.750000 Penalty: 4979.117188
	Iteration 17Q: 3 clusters Score -2180544 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2180623.750000 Penalty: 4979.117188
	Iteration 18Q: 3 clusters Score -2180624 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2180703.500000 Penalty: 4979.117188
	Iteration 19Q: 3 clusters Score -2180704 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -2180777.500000 Penalty: 4979.117188
	Iteration 20F: 3 clusters Score -2180778 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2180850.000000 Penalty: 4979.117188
	Iteration 21Q: 3 clusters Score -2180850 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -2180918.000000 Penalty: 4979.117188
	Iteration 22Q: 3 clusters Score -2180918 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -2180996.500000 Penalty: 4979.117188
	Iteration 23Q: 3 clusters Score -2180996 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -2181086.750000 Penalty: 4979.117188
	Iteration 24Q: 3 clusters Score -2181087 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -2181208.750000 Penalty: 4979.117188
	Iteration 25Q: 3 clusters Score -2181209 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2181318.000000 Penalty: 4979.117188
	Iteration 26Q: 3 clusters Score -2181318 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2181425.250000 Penalty: 4979.117188
	Iteration 27Q: 3 clusters Score -2181425 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2181521.250000 Penalty: 4979.117188
	Iteration 28Q: 3 clusters Score -2181521 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2181602.750000 Penalty: 4979.117188
	Iteration 29Q: 3 clusters Score -2181603 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2181660.000000 Penalty: 4979.117188
	Iteration 30Q: 3 clusters Score -2181660 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -2181702.500000 Penalty: 4979.117188
	Iteration 31Q: 3 clusters Score -2181702 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -2181728.750000 Penalty: 4979.117188
	Iteration 32Q: 3 clusters Score -2181729 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2181759.750000 Penalty: 4979.117188
	Iteration 33Q: 3 clusters Score -2181760 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -2181798.000000 Penalty: 4979.117188
	Iteration 34Q: 3 clusters Score -2181798 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -2181831.250000 Penalty: 4979.117188
	Iteration 35Q: 3 clusters Score -2181831 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -2181867.500000 Penalty: 4979.117188
	Iteration 36Q: 3 clusters Score -2181868 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -2181897.250000 Penalty: 4979.117188
	Iteration 37Q: 3 clusters Score -2181897 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -2181926.500000 Penalty: 4979.117188
	Iteration 38Q: 3 clusters Score -2181926 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -2181950.250000 Penalty: 4979.117188
	Iteration 39Q: 3 clusters Score -2181950 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -2181970.250000 Penalty: 4979.117188
	Iteration 40F: 3 clusters Score -2181970 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -2181990.000000 Penalty: 4979.117188
	Iteration 41Q: 3 clusters Score -2181990 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -2181993.250000 Penalty: 4979.117188
	Iteration 42Q: 3 clusters Score -2181993 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -2182020.250000 Penalty: 4979.117188
	Iteration 43Q: 3 clusters Score -2182020 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -2182040.250000 Penalty: 4979.117188
	Iteration 44Q: 3 clusters Score -2182040 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -2182054.250000 Penalty: 4979.117188
	Iteration 45Q: 3 clusters Score -2182054 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -2182067.000000 Penalty: 4979.117188
	Iteration 46Q: 3 clusters Score -2182067 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -2182077.000000 Penalty: 4979.117188
	Iteration 47Q: 3 clusters Score -2182077 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -2182088.250000 Penalty: 4979.117188
	Iteration 48Q: 3 clusters Score -2182088 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -2182096.750000 Penalty: 4979.117188
	Iteration 49Q: 3 clusters Score -2182097 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -2182102.000000 Penalty: 4979.117188
	Iteration 50Q: 3 clusters Score -2182102 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -2182111.250000 Penalty: 4979.117188
	Iteration 51Q: 3 clusters Score -2182111 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -2182124.500000 Penalty: 4979.117188
	Iteration 52Q: 3 clusters Score -2182124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -2182134.250000 Penalty: 4979.117188
	Iteration 53Q: 3 clusters Score -2182134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -2182142.000000 Penalty: 4979.117188
	Iteration 54Q: 3 clusters Score -2182142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -2182151.000000 Penalty: 4979.117188
	Iteration 55Q: 3 clusters Score -2182151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -2182153.250000 Penalty: 4979.117188
	Iteration 56Q: 3 clusters Score -2182153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -2182151.000000 Penalty: 4979.117188
	Iteration 57Q: 3 clusters Score -2182151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -2182151.750000 Penalty: 4979.117188
	Iteration 58Q: 3 clusters Score -2182152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -2182156.000000 Penalty: 4979.117188
	Iteration 59Q: 3 clusters Score -2182156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -2182158.000000 Penalty: 4979.117188
	Iteration 60F: 3 clusters Score -2182158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -2182159.750000 Penalty: 4979.117188
	Iteration 61Q: 3 clusters Score -2182160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -2182159.000000 Penalty: 4979.117188
	Iteration 62Q: 3 clusters Score -2182159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -2182161.500000 Penalty: 4979.117188
	Iteration 63Q: 3 clusters Score -2182162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -2182163.500000 Penalty: 4979.117188
	Iteration 64Q: 3 clusters Score -2182164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -2182163.500000 Penalty: 4979.117188
	Iteration 65F: 3 clusters Score -2182164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (35196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Entering Unmasked Estep 
Score: -3546830.000000 Penalty: 2596.234619
	Iteration 0F: 2 clusters Score -3546830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -3522847.500000 Penalty: 5192.469238
	Iteration 0F: 3 clusters Score -3522848 nChanged 15892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -3531779.250000 Penalty: 5192.469238
	Iteration 1F: 3 clusters Score -3531779 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -3532557.250000 Penalty: 5192.469238
	Iteration 2F: 3 clusters Score -3532557 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -3533476.000000 Penalty: 5192.469238
	Iteration 3F: 3 clusters Score -3533476 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -3534640.500000 Penalty: 5192.469238
	Iteration 4F: 3 clusters Score -3534640 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -3535793.500000 Penalty: 5192.469238
	Iteration 5F: 3 clusters Score -3535794 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -3536803.750000 Penalty: 5192.469238
	Iteration 6F: 3 clusters Score -3536804 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -3537706.000000 Penalty: 5192.469238
	Iteration 7F: 3 clusters Score -3537706 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -3538536.500000 Penalty: 5192.469238
	Iteration 8Q: 3 clusters Score -3538536 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -3539294.250000 Penalty: 5192.469238
	Iteration 9Q: 3 clusters Score -3539294 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -3540059.000000 Penalty: 5192.469238
	Iteration 10Q: 3 clusters Score -3540059 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -3540715.250000 Penalty: 5192.469238
	Iteration 11Q: 3 clusters Score -3540715 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -3541253.000000 Penalty: 5192.469238
	Iteration 12Q: 3 clusters Score -3541253 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -3541715.250000 Penalty: 5192.469238
	Iteration 13Q: 3 clusters Score -3541715 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -3542050.250000 Penalty: 5192.469238
	Iteration 14Q: 3 clusters Score -3542050 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -3542283.250000 Penalty: 5192.469238
	Iteration 15Q: 3 clusters Score -3542283 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -3542442.500000 Penalty: 5192.469238
	Iteration 16Q: 3 clusters Score -3542442 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -3542551.250000 Penalty: 5192.469238
	Iteration 17Q: 3 clusters Score -3542551 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -3542669.500000 Penalty: 5192.469238
	Iteration 18Q: 3 clusters Score -3542670 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -3542744.000000 Penalty: 5192.469238
	Iteration 19Q: 3 clusters Score -3542744 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -3542824.000000 Penalty: 5192.469238
	Iteration 20F: 3 clusters Score -3542824 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -3542885.000000 Penalty: 5192.469238
	Iteration 21Q: 3 clusters Score -3542885 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -3542922.500000 Penalty: 5192.469238
	Iteration 22Q: 3 clusters Score -3542922 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -3542996.500000 Penalty: 5192.469238
	Iteration 23Q: 3 clusters Score -3542996 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -3543038.500000 Penalty: 5192.469238
	Iteration 24Q: 3 clusters Score -3543038 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -3543073.000000 Penalty: 5192.469238
	Iteration 25Q: 3 clusters Score -3543073 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -3543114.000000 Penalty: 5192.469238
	Iteration 26Q: 3 clusters Score -3543114 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -3543155.250000 Penalty: 5192.469238
	Iteration 27Q: 3 clusters Score -3543155 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -3543189.750000 Penalty: 5192.469238
	Iteration 28Q: 3 clusters Score -3543190 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -3543244.500000 Penalty: 5192.469238
	Iteration 29Q: 3 clusters Score -3543244 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -3543303.500000 Penalty: 5192.469238
	Iteration 30Q: 3 clusters Score -3543304 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -3543367.750000 Penalty: 5192.469238
	Iteration 31Q: 3 clusters Score -3543368 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -3543414.000000 Penalty: 5192.469238
	Iteration 32Q: 3 clusters Score -3543414 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -3543471.000000 Penalty: 5192.469238
	Iteration 33Q: 3 clusters Score -3543471 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -3543529.000000 Penalty: 5192.469238
	Iteration 34Q: 3 clusters Score -3543529 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -3543590.500000 Penalty: 5192.469238
	Iteration 35Q: 3 clusters Score -3543590 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -3543670.500000 Penalty: 5192.469238
	Iteration 36Q: 3 clusters Score -3543670 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -3543759.250000 Penalty: 5192.469238
	Iteration 37Q: 3 clusters Score -3543759 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -3543835.500000 Penalty: 5192.469238
	Iteration 38Q: 3 clusters Score -3543836 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -3543918.750000 Penalty: 5192.469238
	Iteration 39Q: 3 clusters Score -3543919 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -3544024.750000 Penalty: 5192.469238
	Iteration 40F: 3 clusters Score -3544025 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -3544109.500000 Penalty: 5192.469238
	Iteration 41Q: 3 clusters Score -3544110 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -3544226.750000 Penalty: 5192.469238
	Iteration 42Q: 3 clusters Score -3544227 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -3544338.750000 Penalty: 5192.469238
	Iteration 43Q: 3 clusters Score -3544339 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -3544446.000000 Penalty: 5192.469238
	Iteration 44Q: 3 clusters Score -3544446 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -3544546.500000 Penalty: 5192.469238
	Iteration 45Q: 3 clusters Score -3544546 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -3544662.750000 Penalty: 5192.469238
	Iteration 46Q: 3 clusters Score -3544663 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -3544777.000000 Penalty: 5192.469238
	Iteration 47Q: 3 clusters Score -3544777 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -3544881.500000 Penalty: 5192.469238
	Iteration 48Q: 3 clusters Score -3544882 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -3545015.250000 Penalty: 5192.469238
	Iteration 49Q: 3 clusters Score -3545015 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -3545157.000000 Penalty: 5192.469238
	Iteration 50Q: 3 clusters Score -3545157 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -3545302.750000 Penalty: 5192.469238
	Iteration 51Q: 3 clusters Score -3545303 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -3545505.750000 Penalty: 5192.469238
	Iteration 52Q: 3 clusters Score -3545506 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -3545731.000000 Penalty: 5192.469238
	Iteration 53Q: 3 clusters Score -3545731 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -3545959.000000 Penalty: 5192.469238
	Iteration 54Q: 3 clusters Score -3545959 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -3546291.750000 Penalty: 5192.469238
	Iteration 55Q: 3 clusters Score -3546292 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -3546639.750000 Penalty: 5192.469238
	Iteration 56Q: 3 clusters Score -3546640 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -3546988.750000 Penalty: 5192.469238
	Iteration 57Q: 3 clusters Score -3546989 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -3547304.250000 Penalty: 5192.469238
	Iteration 58Q: 3 clusters Score -3547304 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -3547572.250000 Penalty: 5192.469238
	Iteration 59Q: 3 clusters Score -3547572 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -3547810.750000 Penalty: 5192.469238
	Iteration 60F: 3 clusters Score -3547811 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -3548023.250000 Penalty: 5192.469238
	Iteration 61Q: 3 clusters Score -3548023 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -3548261.250000 Penalty: 5192.469238
	Iteration 62Q: 3 clusters Score -3548261 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -3548504.750000 Penalty: 5192.469238
	Iteration 63Q: 3 clusters Score -3548505 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -3548668.500000 Penalty: 5192.469238
	Iteration 64Q: 3 clusters Score -3548668 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -3548793.500000 Penalty: 5192.469238
	Iteration 65Q: 3 clusters Score -3548794 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -3548863.250000 Penalty: 5192.469238
	Iteration 66Q: 3 clusters Score -3548863 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -3548920.250000 Penalty: 5192.469238
	Iteration 67Q: 3 clusters Score -3548920 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -3548939.250000 Penalty: 5192.469238
	Iteration 68Q: 3 clusters Score -3548939 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -3548977.250000 Penalty: 5192.469238
	Iteration 69Q: 3 clusters Score -3548977 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -3548995.250000 Penalty: 5192.469238
	Iteration 70Q: 3 clusters Score -3548995 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -3549024.500000 Penalty: 5192.469238
	Iteration 71Q: 3 clusters Score -3549024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -3549029.500000 Penalty: 5192.469238
	Iteration 72Q: 3 clusters Score -3549030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -3549037.250000 Penalty: 5192.469238
	Iteration 73Q: 3 clusters Score -3549037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -3549043.250000 Penalty: 5192.469238
	Iteration 74Q: 3 clusters Score -3549043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -3549041.250000 Penalty: 5192.469238
	Iteration 75Q: 3 clusters Score -3549041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -3549044.250000 Penalty: 5192.469238
	Iteration 76Q: 3 clusters Score -3549044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -3549042.750000 Penalty: 5192.469238
	Iteration 77Q: 3 clusters Score -3549043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -3549042.750000 Penalty: 5192.469238
	Iteration 78F: 3 clusters Score -3549043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 9734 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26052 members 
Mstep: Class 5 contains 14883 members 
Mstep: Class 6 contains 3495 members 
Mstep: Class 7 contains 16115 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 7529 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6401 members 
Mstep: Class 13 contains 17809 members 
Mstep: Class 14 contains 1258 members 
Mstep: Class 15 contains 35526 members 
Mstep: Class 16 contains 10635 members 
Mstep: Class 17 contains 2461 members 
Mstep: Class 18 contains 312 members 
Mstep: Class 19 contains 36294 members 
Mstep: Class 20 contains 17208 members 
Mstep: Class 21 contains 1697 members 
Mstep: Class 22 contains 31099 members 
Mstep: Class 23 contains 40667 members 
Mstep: Class 24 contains 3118 members 
Mstep: Class 25 contains 2500 members 
Mstep: Class 26 contains 6951 members 
Mstep: Class 27 contains 121 members 
Mstep: Class 28 contains 22892 members 
Mstep: Class 29 contains 2434 members 
Mstep: Class 30 contains 11366 members 
Mstep: Class 31 contains 19707 members 
Mstep: Class 32 contains 6689 members 
Mstep: Class 33 contains 1023 members 
Mstep: Class 34 contains 18634 members 
Mstep: Class 35 contains 21785 members 
Mstep: Class 36 contains 2207 members 
Mstep: Class 37 contains 23896 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 16495 members 
Mstep: Class 40 contains 8174 members 
Mstep: Class 41 contains 17787 members 
Mstep: Class 42 contains 477 members 
Mstep: Class 43 contains 91314 members 
Mstep: Class 44 contains 13688 members 
Mstep: Class 45 contains 728 members 
Mstep: Class 46 contains 7829 members 
Mstep: Class 47 contains 9619 members 
Mstep: Class 48 contains 675 members 
Mstep: Class 49 contains 32762 members 
Entering Unmasked Estep 
Score: -64716460.000000 Penalty: 162617.703125
Splitting cluster 29 changes total score from -64696876.000000 to -64716460.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 30 (11366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Entering Unmasked Estep 
Score: -1157096.250000 Penalty: 2315.918701
	Iteration 0F: 2 clusters Score -1157096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1148485.750000 Penalty: 4631.837402
	Iteration 0F: 3 clusters Score -1148486 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1151242.250000 Penalty: 4631.837402
	Iteration 1F: 3 clusters Score -1151242 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1151720.125000 Penalty: 4631.837402
	Iteration 2F: 3 clusters Score -1151720 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1152095.875000 Penalty: 4631.837402
	Iteration 3F: 3 clusters Score -1152096 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1152432.375000 Penalty: 4631.837402
	Iteration 4F: 3 clusters Score -1152432 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1152785.250000 Penalty: 4631.837402
	Iteration 5F: 3 clusters Score -1152785 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1153147.625000 Penalty: 4631.837402
	Iteration 6F: 3 clusters Score -1153148 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1153509.375000 Penalty: 4631.837402
	Iteration 7Q: 3 clusters Score -1153509 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1153888.875000 Penalty: 4631.837402
	Iteration 8Q: 3 clusters Score -1153889 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1154286.875000 Penalty: 4631.837402
	Iteration 9Q: 3 clusters Score -1154287 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1154624.875000 Penalty: 4631.837402
	Iteration 10Q: 3 clusters Score -1154625 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1154885.875000 Penalty: 4631.837402
	Iteration 11Q: 3 clusters Score -1154886 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1155138.250000 Penalty: 4631.837402
	Iteration 12Q: 3 clusters Score -1155138 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1155379.375000 Penalty: 4631.837402
	Iteration 13Q: 3 clusters Score -1155379 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1155619.250000 Penalty: 4631.837402
	Iteration 14Q: 3 clusters Score -1155619 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1155848.500000 Penalty: 4631.837402
	Iteration 15Q: 3 clusters Score -1155848 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1156043.125000 Penalty: 4631.837402
	Iteration 16Q: 3 clusters Score -1156043 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1156162.750000 Penalty: 4631.837402
	Iteration 17Q: 3 clusters Score -1156163 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1156251.625000 Penalty: 4631.837402
	Iteration 18Q: 3 clusters Score -1156252 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1156317.875000 Penalty: 4631.837402
	Iteration 19Q: 3 clusters Score -1156318 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1156370.000000 Penalty: 4631.837402
	Iteration 20F: 3 clusters Score -1156370 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1156416.000000 Penalty: 4631.837402
	Iteration 21Q: 3 clusters Score -1156416 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1156450.625000 Penalty: 4631.837402
	Iteration 22Q: 3 clusters Score -1156451 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1156482.625000 Penalty: 4631.837402
	Iteration 23Q: 3 clusters Score -1156483 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1156506.375000 Penalty: 4631.837402
	Iteration 24Q: 3 clusters Score -1156506 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1156528.875000 Penalty: 4631.837402
	Iteration 25Q: 3 clusters Score -1156529 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1156551.750000 Penalty: 4631.837402
	Iteration 26Q: 3 clusters Score -1156552 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1156570.875000 Penalty: 4631.837402
	Iteration 27Q: 3 clusters Score -1156571 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1156586.875000 Penalty: 4631.837402
	Iteration 28Q: 3 clusters Score -1156587 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1156601.750000 Penalty: 4631.837402
	Iteration 29Q: 3 clusters Score -1156602 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1156618.750000 Penalty: 4631.837402
	Iteration 30Q: 3 clusters Score -1156619 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1156623.750000 Penalty: 4631.837402
	Iteration 31Q: 3 clusters Score -1156624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1156633.000000 Penalty: 4631.837402
	Iteration 32Q: 3 clusters Score -1156633 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1156634.875000 Penalty: 4631.837402
	Iteration 33Q: 3 clusters Score -1156635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1156637.375000 Penalty: 4631.837402
	Iteration 34Q: 3 clusters Score -1156637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1156638.500000 Penalty: 4631.837402
	Iteration 35Q: 3 clusters Score -1156638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1156641.375000 Penalty: 4631.837402
	Iteration 36Q: 3 clusters Score -1156641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1156641.375000 Penalty: 4631.837402
	Iteration 37Q: 3 clusters Score -1156641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1156644.875000 Penalty: 4631.837402
	Iteration 38Q: 3 clusters Score -1156645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1156646.625000 Penalty: 4631.837402
	Iteration 39Q: 3 clusters Score -1156647 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1156646.625000 Penalty: 4631.837402
	Iteration 40F: 3 clusters Score -1156647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1156649.250000 Penalty: 4631.837402
	Iteration 41Q: 3 clusters Score -1156649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1156649.125000 Penalty: 4631.837402
	Iteration 42Q: 3 clusters Score -1156649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1156651.000000 Penalty: 4631.837402
	Iteration 43Q: 3 clusters Score -1156651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1156651.000000 Penalty: 4631.837402
	Iteration 44Q: 3 clusters Score -1156651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1156652.125000 Penalty: 4631.837402
	Iteration 45Q: 3 clusters Score -1156652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1156650.125000 Penalty: 4631.837402
	Iteration 46Q: 3 clusters Score -1156650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1156649.375000 Penalty: 4631.837402
	Iteration 47Q: 3 clusters Score -1156649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1156650.750000 Penalty: 4631.837402
	Iteration 48Q: 3 clusters Score -1156651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1156652.125000 Penalty: 4631.837402
	Iteration 49Q: 3 clusters Score -1156652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1156652.875000 Penalty: 4631.837402
	Iteration 50Q: 3 clusters Score -1156653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1156654.125000 Penalty: 4631.837402
	Iteration 51Q: 3 clusters Score -1156654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1156653.750000 Penalty: 4631.837402
	Iteration 52Q: 3 clusters Score -1156654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1156653.750000 Penalty: 4631.837402
	Iteration 53F: 3 clusters Score -1156654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Entering Unmasked Estep 
Score: -2084792.500000 Penalty: 2452.404785
	Iteration 0F: 2 clusters Score -2084792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2070952.750000 Penalty: 4904.809570
	Iteration 0F: 3 clusters Score -2070953 nChanged 8708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2076288.875000 Penalty: 4904.809570
	Iteration 1F: 3 clusters Score -2076289 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2077573.625000 Penalty: 4904.809570
	Iteration 2F: 3 clusters Score -2077574 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2079237.250000 Penalty: 4904.809570
	Iteration 3F: 3 clusters Score -2079237 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2081190.125000 Penalty: 4904.809570
	Iteration 4F: 3 clusters Score -2081190 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2082885.875000 Penalty: 4904.809570
	Iteration 5F: 3 clusters Score -2082886 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -2084261.750000 Penalty: 4904.809570
	Iteration 6F: 3 clusters Score -2084262 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -2085424.875000 Penalty: 4904.809570
	Iteration 7F: 3 clusters Score -2085425 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -2086364.875000 Penalty: 4904.809570
	Iteration 8Q: 3 clusters Score -2086365 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2087020.625000 Penalty: 4904.809570
	Iteration 9Q: 3 clusters Score -2087021 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2087410.750000 Penalty: 4904.809570
	Iteration 10Q: 3 clusters Score -2087411 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2087681.500000 Penalty: 4904.809570
	Iteration 11Q: 3 clusters Score -2087682 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2087882.625000 Penalty: 4904.809570
	Iteration 12Q: 3 clusters Score -2087883 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2088072.625000 Penalty: 4904.809570
	Iteration 13Q: 3 clusters Score -2088073 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2088233.125000 Penalty: 4904.809570
	Iteration 14Q: 3 clusters Score -2088233 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2088372.375000 Penalty: 4904.809570
	Iteration 15Q: 3 clusters Score -2088372 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2088482.250000 Penalty: 4904.809570
	Iteration 16Q: 3 clusters Score -2088482 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2088550.875000 Penalty: 4904.809570
	Iteration 17Q: 3 clusters Score -2088551 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2088603.750000 Penalty: 4904.809570
	Iteration 18Q: 3 clusters Score -2088604 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2088642.625000 Penalty: 4904.809570
	Iteration 19Q: 3 clusters Score -2088643 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2088659.000000 Penalty: 4904.809570
	Iteration 20F: 3 clusters Score -2088659 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -2088680.625000 Penalty: 4904.809570
	Iteration 21Q: 3 clusters Score -2088681 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2088694.000000 Penalty: 4904.809570
	Iteration 22Q: 3 clusters Score -2088694 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -2088701.125000 Penalty: 4904.809570
	Iteration 23Q: 3 clusters Score -2088701 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2088709.750000 Penalty: 4904.809570
	Iteration 24Q: 3 clusters Score -2088710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2088714.625000 Penalty: 4904.809570
	Iteration 25Q: 3 clusters Score -2088715 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2088720.750000 Penalty: 4904.809570
	Iteration 26Q: 3 clusters Score -2088721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2088714.375000 Penalty: 4904.809570
	Iteration 27Q: 3 clusters Score -2088714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -2088718.250000 Penalty: 4904.809570
	Iteration 28Q: 3 clusters Score -2088718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2088723.750000 Penalty: 4904.809570
	Iteration 29Q: 3 clusters Score -2088724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2088717.875000 Penalty: 4904.809570
	Iteration 30Q: 3 clusters Score -2088718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2088717.000000 Penalty: 4904.809570
	Iteration 31Q: 3 clusters Score -2088717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2088721.375000 Penalty: 4904.809570
	Iteration 32Q: 3 clusters Score -2088721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2088721.000000 Penalty: 4904.809570
	Iteration 33Q: 3 clusters Score -2088721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -2088719.000000 Penalty: 4904.809570
	Iteration 34Q: 3 clusters Score -2088719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -2088721.000000 Penalty: 4904.809570
	Iteration 35Q: 3 clusters Score -2088721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -2088721.500000 Penalty: 4904.809570
	Iteration 36Q: 3 clusters Score -2088722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2088719.375000 Penalty: 4904.809570
	Iteration 37Q: 3 clusters Score -2088719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2088724.625000 Penalty: 4904.809570
	Iteration 38Q: 3 clusters Score -2088725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2088723.750000 Penalty: 4904.809570
	Iteration 39Q: 3 clusters Score -2088724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2088723.750000 Penalty: 4904.809570
	Iteration 40F: 3 clusters Score -2088724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 9734 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26052 members 
Mstep: Class 5 contains 14883 members 
Mstep: Class 6 contains 3495 members 
Mstep: Class 7 contains 16115 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 7529 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6401 members 
Mstep: Class 13 contains 17809 members 
Mstep: Class 14 contains 1258 members 
Mstep: Class 15 contains 35526 members 
Mstep: Class 16 contains 10635 members 
Mstep: Class 17 contains 2461 members 
Mstep: Class 18 contains 312 members 
Mstep: Class 19 contains 36294 members 
Mstep: Class 20 contains 17208 members 
Mstep: Class 21 contains 1697 members 
Mstep: Class 22 contains 31099 members 
Mstep: Class 23 contains 40667 members 
Mstep: Class 24 contains 3118 members 
Mstep: Class 25 contains 2500 members 
Mstep: Class 26 contains 6951 members 
Mstep: Class 27 contains 121 members 
Mstep: Class 28 contains 22892 members 
Mstep: Class 29 contains 2434 members 
Mstep: Class 30 contains 11366 members 
Mstep: Class 31 contains 8651 members 
Mstep: Class 32 contains 6689 members 
Mstep: Class 33 contains 1023 members 
Mstep: Class 34 contains 18634 members 
Mstep: Class 35 contains 21785 members 
Mstep: Class 36 contains 2207 members 
Mstep: Class 37 contains 23896 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 16495 members 
Mstep: Class 40 contains 8174 members 
Mstep: Class 41 contains 17787 members 
Mstep: Class 42 contains 477 members 
Mstep: Class 43 contains 91314 members 
Mstep: Class 44 contains 13688 members 
Mstep: Class 45 contains 728 members 
Mstep: Class 46 contains 7829 members 
Mstep: Class 47 contains 9619 members 
Mstep: Class 48 contains 675 members 
Mstep: Class 49 contains 32762 members 
Mstep: Class 50 contains 11056 members 
Entering Unmasked Estep 
Score: -64719784.000000 Penalty: 165936.437500
Splitting cluster 31 changes total score from -64696876.000000 to -64719784.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 32 (6689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Entering Unmasked Estep 
Score: -433885.218750 Penalty: 2184.438477
	Iteration 0F: 2 clusters Score -433885.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -428449.437500 Penalty: 4368.876953
	Iteration 0F: 3 clusters Score -428449.4 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -430597.562500 Penalty: 4368.876953
	Iteration 1F: 3 clusters Score -430597.6 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -431343.687500 Penalty: 4368.876953
	Iteration 2F: 3 clusters Score -431343.7 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -431865.125000 Penalty: 4368.876953
	Iteration 3F: 3 clusters Score -431865.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -432215.812500 Penalty: 4368.876953
	Iteration 4F: 3 clusters Score -432215.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -432479.718750 Penalty: 4368.876953
	Iteration 5Q: 3 clusters Score -432479.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -432778.281250 Penalty: 4368.876953
	Iteration 6Q: 3 clusters Score -432778.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -433092.468750 Penalty: 4368.876953
	Iteration 7Q: 3 clusters Score -433092.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -433378.625000 Penalty: 4368.876953
	Iteration 8Q: 3 clusters Score -433378.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -433591.593750 Penalty: 4368.876953
	Iteration 9Q: 3 clusters Score -433591.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -433721.000000 Penalty: 4368.876953
	Iteration 10Q: 3 clusters Score -433721 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -433819.375000 Penalty: 4368.876953
	Iteration 11Q: 3 clusters Score -433819.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -433868.812500 Penalty: 4368.876953
	Iteration 12Q: 3 clusters Score -433868.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -433896.968750 Penalty: 4368.876953
	Iteration 13Q: 3 clusters Score -433897 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -433913.406250 Penalty: 4368.876953
	Iteration 14Q: 3 clusters Score -433913.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -433924.375000 Penalty: 4368.876953
	Iteration 15Q: 3 clusters Score -433924.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -433933.656250 Penalty: 4368.876953
	Iteration 16Q: 3 clusters Score -433933.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -433944.312500 Penalty: 4368.876953
	Iteration 17Q: 3 clusters Score -433944.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -433952.500000 Penalty: 4368.876953
	Iteration 18Q: 3 clusters Score -433952.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -433957.468750 Penalty: 4368.876953
	Iteration 19Q: 3 clusters Score -433957.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -433983.937500 Penalty: 4368.876953
	Iteration 20F: 3 clusters Score -433983.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -434020.937500 Penalty: 4368.876953
	Iteration 21Q: 3 clusters Score -434020.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -434142.000000 Penalty: 4368.876953
	Iteration 22Q: 3 clusters Score -434142 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -434209.718750 Penalty: 4368.876953
	Iteration 23Q: 3 clusters Score -434209.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -434223.906250 Penalty: 4368.876953
	Iteration 24Q: 3 clusters Score -434223.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -434227.281250 Penalty: 4368.876953
	Iteration 25Q: 3 clusters Score -434227.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -434230.062500 Penalty: 4368.876953
	Iteration 26Q: 3 clusters Score -434230.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -434231.562500 Penalty: 4368.876953
	Iteration 27Q: 3 clusters Score -434231.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -434232.750000 Penalty: 4368.876953
	Iteration 28Q: 3 clusters Score -434232.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -434233.406250 Penalty: 4368.876953
	Iteration 29Q: 3 clusters Score -434233.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -434233.093750 Penalty: 4368.876953
	Iteration 30Q: 3 clusters Score -434233.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -434235.156250 Penalty: 4368.876953
	Iteration 31Q: 3 clusters Score -434235.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -434234.750000 Penalty: 4368.876953
	Iteration 32Q: 3 clusters Score -434234.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -434235.562500 Penalty: 4368.876953
	Iteration 33Q: 3 clusters Score -434235.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -434236.062500 Penalty: 4368.876953
	Iteration 34Q: 3 clusters Score -434236.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -434236.093750 Penalty: 4368.876953
	Iteration 35Q: 3 clusters Score -434236.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -434236.093750 Penalty: 4368.876953
	Iteration 36F: 3 clusters Score -434236.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 9734 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26052 members 
Mstep: Class 5 contains 14883 members 
Mstep: Class 6 contains 3495 members 
Mstep: Class 7 contains 16115 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 7529 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6401 members 
Mstep: Class 13 contains 17809 members 
Mstep: Class 14 contains 1258 members 
Mstep: Class 15 contains 35526 members 
Mstep: Class 16 contains 10635 members 
Mstep: Class 17 contains 2461 members 
Mstep: Class 18 contains 312 members 
Mstep: Class 19 contains 36294 members 
Mstep: Class 20 contains 17208 members 
Mstep: Class 21 contains 1697 members 
Mstep: Class 22 contains 31099 members 
Mstep: Class 23 contains 40667 members 
Mstep: Class 24 contains 3118 members 
Mstep: Class 25 contains 2500 members 
Mstep: Class 26 contains 6951 members 
Mstep: Class 27 contains 121 members 
Mstep: Class 28 contains 22892 members 
Mstep: Class 29 contains 2434 members 
Mstep: Class 30 contains 11366 members 
Mstep: Class 31 contains 8651 members 
Mstep: Class 32 contains 5581 members 
Mstep: Class 33 contains 1023 members 
Mstep: Class 34 contains 18634 members 
Mstep: Class 35 contains 21785 members 
Mstep: Class 36 contains 2207 members 
Mstep: Class 37 contains 23896 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 16495 members 
Mstep: Class 40 contains 8174 members 
Mstep: Class 41 contains 17787 members 
Mstep: Class 42 contains 477 members 
Mstep: Class 43 contains 91314 members 
Mstep: Class 44 contains 13688 members 
Mstep: Class 45 contains 728 members 
Mstep: Class 46 contains 7829 members 
Mstep: Class 47 contains 9619 members 
Mstep: Class 48 contains 675 members 
Mstep: Class 49 contains 32762 members 
Mstep: Class 50 contains 11056 members 
Mstep: Class 51 contains 1108 members 
Entering Unmasked Estep 
Score: -64718972.000000 Penalty: 169255.156250
Splitting cluster 32 changes total score from -64696876.000000 to -64718972.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 33 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -97003.640625 Penalty: 1718.762695
	Iteration 0F: 2 clusters Score -97003.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -95163.187500 Penalty: 3437.525391
	Iteration 0F: 3 clusters Score -95163.19 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -95688.625000 Penalty: 3437.525391
	Iteration 1F: 3 clusters Score -95688.62 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -96198.671875 Penalty: 3437.525391
	Iteration 2F: 3 clusters Score -96198.67 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -96617.343750 Penalty: 3437.525391
	Iteration 3F: 3 clusters Score -96617.34 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -96792.304688 Penalty: 3437.525391
	Iteration 4F: 3 clusters Score -96792.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -96875.726562 Penalty: 3437.525391
	Iteration 5Q: 3 clusters Score -96875.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -96994.039062 Penalty: 3437.525391
	Iteration 6Q: 3 clusters Score -96994.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -97061.062500 Penalty: 3437.525391
	Iteration 7Q: 3 clusters Score -97061.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -97122.109375 Penalty: 3437.525391
	Iteration 8Q: 3 clusters Score -97122.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -97239.507812 Penalty: 3437.525391
	Iteration 9Q: 3 clusters Score -97239.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -97266.156250 Penalty: 3437.525391
	Iteration 10Q: 3 clusters Score -97266.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -97272.820312 Penalty: 3437.525391
	Iteration 11Q: 3 clusters Score -97272.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -97282.039062 Penalty: 3437.525391
	Iteration 12Q: 3 clusters Score -97282.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -97285.757812 Penalty: 3437.525391
	Iteration 13Q: 3 clusters Score -97285.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -97289.320312 Penalty: 3437.525391
	Iteration 14Q: 3 clusters Score -97289.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -97295.078125 Penalty: 3437.525391
	Iteration 15Q: 3 clusters Score -97295.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -97301.492188 Penalty: 3437.525391
	Iteration 16Q: 3 clusters Score -97301.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -97309.296875 Penalty: 3437.525391
	Iteration 17Q: 3 clusters Score -97309.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -97311.234375 Penalty: 3437.525391
	Iteration 18Q: 3 clusters Score -97311.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -97312.718750 Penalty: 3437.525391
	Iteration 19Q: 3 clusters Score -97312.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -97314.007812 Penalty: 3437.525391
	Iteration 20F: 3 clusters Score -97314.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -97315.703125 Penalty: 3437.525391
	Iteration 21Q: 3 clusters Score -97315.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -97319.570312 Penalty: 3437.525391
	Iteration 22Q: 3 clusters Score -97319.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -97337.734375 Penalty: 3437.525391
	Iteration 23Q: 3 clusters Score -97337.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -97340.734375 Penalty: 3437.525391
	Iteration 24Q: 3 clusters Score -97340.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -97342.414062 Penalty: 3437.525391
	Iteration 25Q: 3 clusters Score -97342.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -97344.101562 Penalty: 3437.525391
	Iteration 26Q: 3 clusters Score -97344.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -97344.945312 Penalty: 3437.525391
	Iteration 27Q: 3 clusters Score -97344.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -97345.625000 Penalty: 3437.525391
	Iteration 28Q: 3 clusters Score -97345.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -97347.179688 Penalty: 3437.525391
	Iteration 29Q: 3 clusters Score -97347.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -97348.593750 Penalty: 3437.525391
	Iteration 30Q: 3 clusters Score -97348.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -97351.210938 Penalty: 3437.525391
	Iteration 31Q: 3 clusters Score -97351.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -97353.171875 Penalty: 3437.525391
	Iteration 32Q: 3 clusters Score -97353.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -97353.171875 Penalty: 3437.525391
	Iteration 33F: 3 clusters Score -97353.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 9734 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26052 members 
Mstep: Class 5 contains 14883 members 
Mstep: Class 6 contains 3495 members 
Mstep: Class 7 contains 16115 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 7529 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6401 members 
Mstep: Class 13 contains 17809 members 
Mstep: Class 14 contains 1258 members 
Mstep: Class 15 contains 35526 members 
Mstep: Class 16 contains 10635 members 
Mstep: Class 17 contains 2461 members 
Mstep: Class 18 contains 312 members 
Mstep: Class 19 contains 36294 members 
Mstep: Class 20 contains 17208 members 
Mstep: Class 21 contains 1697 members 
Mstep: Class 22 contains 31099 members 
Mstep: Class 23 contains 40667 members 
Mstep: Class 24 contains 3118 members 
Mstep: Class 25 contains 2500 members 
Mstep: Class 26 contains 6951 members 
Mstep: Class 27 contains 121 members 
Mstep: Class 28 contains 22892 members 
Mstep: Class 29 contains 2434 members 
Mstep: Class 30 contains 11366 members 
Mstep: Class 31 contains 8651 members 
Mstep: Class 32 contains 5581 members 
Mstep: Class 33 contains 393 members 
Mstep: Class 34 contains 18634 members 
Mstep: Class 35 contains 21785 members 
Mstep: Class 36 contains 2207 members 
Mstep: Class 37 contains 23896 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 16495 members 
Mstep: Class 40 contains 8174 members 
Mstep: Class 41 contains 17787 members 
Mstep: Class 42 contains 477 members 
Mstep: Class 43 contains 91314 members 
Mstep: Class 44 contains 13688 members 
Mstep: Class 45 contains 728 members 
Mstep: Class 46 contains 7829 members 
Mstep: Class 47 contains 9619 members 
Mstep: Class 48 contains 675 members 
Mstep: Class 49 contains 32762 members 
Mstep: Class 50 contains 11056 members 
Mstep: Class 51 contains 1108 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
Score: -64717708.000000 Penalty: 172573.890625
Splitting cluster 33 changes total score from -64696876.000000 to -64717708.000000
So it's getting split into cluster 52.
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 9734 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 26052 members 
Mstep: Class 5 contains 14883 members 
Mstep: Class 6 contains 3495 members 
Mstep: Class 7 contains 16115 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 7529 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6401 members 
Mstep: Class 13 contains 17809 members 
Mstep: Class 14 contains 1258 members 
Mstep: Class 15 contains 35526 members 
Mstep: Class 16 contains 10635 members 
Mstep: Class 17 contains 2461 members 
Mstep: Class 18 contains 312 members 
Mstep: Class 19 contains 36294 members 
Mstep: Class 20 contains 17208 members 
Mstep: Class 21 contains 1697 members 
Mstep: Class 22 contains 31099 members 
Mstep: Class 23 contains 40667 members 
Mstep: Class 24 contains 3118 members 
Mstep: Class 25 contains 2500 members 
Mstep: Class 26 contains 6951 members 
Mstep: Class 27 contains 121 members 
Mstep: Class 28 contains 22892 members 
Mstep: Class 29 contains 2434 members 
Mstep: Class 30 contains 11366 members 
Mstep: Class 31 contains 8651 members 
Mstep: Class 32 contains 5581 members 
Mstep: Class 33 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64733568.000000 Penalty: 172573.890625
Iteration 79Q: 53 clusters Score -6.473357e+07 nChanged 19999
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 9379 members 
Mstep: Class 4 contains 26467 members 
Mstep: Class 5 contains 15172 members 
Mstep: Class 6 contains 4059 members 
Mstep: Class 7 contains 16447 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 8095 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 772 members 
Mstep: Class 12 contains 6525 members 
Mstep: Class 13 contains 18006 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 35586 members 
Mstep: Class 16 contains 10486 members 
Mstep: Class 17 contains 2479 members 
Mstep: Class 18 contains 312 members 
Mstep: Class 19 contains 36561 members 
Mstep: Class 20 contains 17067 members 
Mstep: Class 21 contains 2094 members 
Mstep: Class 22 contains 30857 members 
Mstep: Class 23 contains 42009 members 
Mstep: Class 24 contains 3123 members 
Mstep: Class 25 contains 2866 members 
Mstep: Class 26 contains 7307 members 
Mstep: Class 27 contains 122 members 
Mstep: Class 28 contains 23538 members 
Mstep: Class 29 contains 2802 members 
Mstep: Class 30 contains 11161 members 
Mstep: Class 31 contains 8666 members 
Mstep: Class 32 contains 6028 members 
Mstep: Class 33 contains 393 members 
Mstep: Class 34 contains 18069 members 
Mstep: Class 35 contains 20889 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 23077 members 
Mstep: Class 38 contains 432 members 
Mstep: Class 39 contains 16448 members 
Mstep: Class 40 contains 8074 members 
Mstep: Class 41 contains 17116 members 
Mstep: Class 42 contains 477 members 
Mstep: Class 43 contains 90905 members 
Mstep: Class 44 contains 13608 members 
Mstep: Class 45 contains 844 members 
Mstep: Class 46 contains 7462 members 
Mstep: Class 47 contains 9561 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 31461 members 
Mstep: Class 50 contains 10282 members 
Mstep: Class 51 contains 1094 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745188.000000 Penalty: 172573.890625
Iteration 80F: 53 clusters Score -6.474519e+07 nChanged 13824
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 9502 members 
Mstep: Class 3 contains 9388 members 
Mstep: Class 4 contains 26509 members 
Mstep: Class 5 contains 15331 members 
Mstep: Class 6 contains 4479 members 
Mstep: Class 7 contains 16048 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8297 members 
Mstep: Class 10 contains 1032 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6426 members 
Mstep: Class 13 contains 17747 members 
Mstep: Class 14 contains 1468 members 
Mstep: Class 15 contains 35172 members 
Mstep: Class 16 contains 10327 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 36697 members 
Mstep: Class 20 contains 16791 members 
Mstep: Class 21 contains 2160 members 
Mstep: Class 22 contains 30480 members 
Mstep: Class 23 contains 41743 members 
Mstep: Class 24 contains 3098 members 
Mstep: Class 25 contains 3028 members 
Mstep: Class 26 contains 7303 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 23257 members 
Mstep: Class 29 contains 2953 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 8541 members 
Mstep: Class 32 contains 6313 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18372 members 
Mstep: Class 35 contains 21065 members 
Mstep: Class 36 contains 2510 members 
Mstep: Class 37 contains 23022 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16484 members 
Mstep: Class 40 contains 8168 members 
Mstep: Class 41 contains 16945 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90800 members 
Mstep: Class 44 contains 13655 members 
Mstep: Class 45 contains 1066 members 
Mstep: Class 46 contains 7514 members 
Mstep: Class 47 contains 9827 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 31912 members 
Mstep: Class 50 contains 10363 members 
Mstep: Class 51 contains 1173 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749572.000000 Penalty: 172573.890625
Iteration 81Q: 53 clusters Score -6.474957e+07 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 9409 members 
Mstep: Class 3 contains 9397 members 
Mstep: Class 4 contains 26557 members 
Mstep: Class 5 contains 15457 members 
Mstep: Class 6 contains 4798 members 
Mstep: Class 7 contains 15822 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8419 members 
Mstep: Class 10 contains 1006 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 6369 members 
Mstep: Class 13 contains 17642 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 34949 members 
Mstep: Class 16 contains 10294 members 
Mstep: Class 17 contains 2316 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 36802 members 
Mstep: Class 20 contains 16627 members 
Mstep: Class 21 contains 2178 members 
Mstep: Class 22 contains 30223 members 
Mstep: Class 23 contains 41503 members 
Mstep: Class 24 contains 3101 members 
Mstep: Class 25 contains 3147 members 
Mstep: Class 26 contains 7314 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 23154 members 
Mstep: Class 29 contains 3052 members 
Mstep: Class 30 contains 10454 members 
Mstep: Class 31 contains 8501 members 
Mstep: Class 32 contains 6526 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18530 members 
Mstep: Class 35 contains 21061 members 
Mstep: Class 36 contains 2682 members 
Mstep: Class 37 contains 22938 members 
Mstep: Class 38 contains 432 members 
Mstep: Class 39 contains 16510 members 
Mstep: Class 40 contains 8235 members 
Mstep: Class 41 contains 16751 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90727 members 
Mstep: Class 44 contains 13671 members 
Mstep: Class 45 contains 1187 members 
Mstep: Class 46 contains 7483 members 
Mstep: Class 47 contains 9979 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 32233 members 
Mstep: Class 50 contains 10269 members 
Mstep: Class 51 contains 1238 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751456.000000 Penalty: 172573.890625
Iteration 82Q: 53 clusters Score -6.475146e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 9339 members 
Mstep: Class 3 contains 9396 members 
Mstep: Class 4 contains 26627 members 
Mstep: Class 5 contains 15574 members 
Mstep: Class 6 contains 5086 members 
Mstep: Class 7 contains 15650 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8527 members 
Mstep: Class 10 contains 992 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6324 members 
Mstep: Class 13 contains 17550 members 
Mstep: Class 14 contains 1539 members 
Mstep: Class 15 contains 34830 members 
Mstep: Class 16 contains 10263 members 
Mstep: Class 17 contains 2311 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 36856 members 
Mstep: Class 20 contains 16490 members 
Mstep: Class 21 contains 2196 members 
Mstep: Class 22 contains 30045 members 
Mstep: Class 23 contains 41229 members 
Mstep: Class 24 contains 3144 members 
Mstep: Class 25 contains 3256 members 
Mstep: Class 26 contains 7325 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 23100 members 
Mstep: Class 29 contains 3111 members 
Mstep: Class 30 contains 10198 members 
Mstep: Class 31 contains 8489 members 
Mstep: Class 32 contains 6664 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18641 members 
Mstep: Class 35 contains 21040 members 
Mstep: Class 36 contains 2827 members 
Mstep: Class 37 contains 22859 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16523 members 
Mstep: Class 40 contains 8287 members 
Mstep: Class 41 contains 16610 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90665 members 
Mstep: Class 44 contains 13706 members 
Mstep: Class 45 contains 1271 members 
Mstep: Class 46 contains 7437 members 
Mstep: Class 47 contains 10105 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 32423 members 
Mstep: Class 50 contains 10143 members 
Mstep: Class 51 contains 1296 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64752748.000000 Penalty: 172573.890625
Iteration 83Q: 53 clusters Score -6.475275e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 9297 members 
Mstep: Class 3 contains 9398 members 
Mstep: Class 4 contains 26677 members 
Mstep: Class 5 contains 15709 members 
Mstep: Class 6 contains 5347 members 
Mstep: Class 7 contains 15507 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8600 members 
Mstep: Class 10 contains 987 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6305 members 
Mstep: Class 13 contains 17480 members 
Mstep: Class 14 contains 1561 members 
Mstep: Class 15 contains 34688 members 
Mstep: Class 16 contains 10239 members 
Mstep: Class 17 contains 2303 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 36905 members 
Mstep: Class 20 contains 16356 members 
Mstep: Class 21 contains 2199 members 
Mstep: Class 22 contains 29928 members 
Mstep: Class 23 contains 40980 members 
Mstep: Class 24 contains 3158 members 
Mstep: Class 25 contains 3320 members 
Mstep: Class 26 contains 7337 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 23080 members 
Mstep: Class 29 contains 3149 members 
Mstep: Class 30 contains 9959 members 
Mstep: Class 31 contains 8485 members 
Mstep: Class 32 contains 6795 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18741 members 
Mstep: Class 35 contains 21020 members 
Mstep: Class 36 contains 2952 members 
Mstep: Class 37 contains 22775 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16523 members 
Mstep: Class 40 contains 8333 members 
Mstep: Class 41 contains 16512 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90630 members 
Mstep: Class 44 contains 13734 members 
Mstep: Class 45 contains 1329 members 
Mstep: Class 46 contains 7411 members 
Mstep: Class 47 contains 10211 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 32616 members 
Mstep: Class 50 contains 9989 members 
Mstep: Class 51 contains 1351 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753672.000000 Penalty: 172573.890625
Iteration 84Q: 53 clusters Score -6.475367e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 9277 members 
Mstep: Class 3 contains 9397 members 
Mstep: Class 4 contains 26740 members 
Mstep: Class 5 contains 15869 members 
Mstep: Class 6 contains 5594 members 
Mstep: Class 7 contains 15397 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8671 members 
Mstep: Class 10 contains 986 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6291 members 
Mstep: Class 13 contains 17430 members 
Mstep: Class 14 contains 1581 members 
Mstep: Class 15 contains 34585 members 
Mstep: Class 16 contains 10200 members 
Mstep: Class 17 contains 2298 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 36962 members 
Mstep: Class 20 contains 16238 members 
Mstep: Class 21 contains 2203 members 
Mstep: Class 22 contains 29838 members 
Mstep: Class 23 contains 40775 members 
Mstep: Class 24 contains 3195 members 
Mstep: Class 25 contains 3377 members 
Mstep: Class 26 contains 7342 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 23043 members 
Mstep: Class 29 contains 3173 members 
Mstep: Class 30 contains 9769 members 
Mstep: Class 31 contains 8478 members 
Mstep: Class 32 contains 6912 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18820 members 
Mstep: Class 35 contains 20974 members 
Mstep: Class 36 contains 3081 members 
Mstep: Class 37 contains 22695 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16520 members 
Mstep: Class 40 contains 8362 members 
Mstep: Class 41 contains 16446 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90597 members 
Mstep: Class 44 contains 13746 members 
Mstep: Class 45 contains 1381 members 
Mstep: Class 46 contains 7375 members 
Mstep: Class 47 contains 10284 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 32768 members 
Mstep: Class 50 contains 9750 members 
Mstep: Class 51 contains 1395 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754372.000000 Penalty: 172573.890625
Iteration 85Q: 53 clusters Score -6.475437e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 9251 members 
Mstep: Class 3 contains 9404 members 
Mstep: Class 4 contains 26789 members 
Mstep: Class 5 contains 16016 members 
Mstep: Class 6 contains 5816 members 
Mstep: Class 7 contains 15299 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8731 members 
Mstep: Class 10 contains 987 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6288 members 
Mstep: Class 13 contains 17398 members 
Mstep: Class 14 contains 1587 members 
Mstep: Class 15 contains 34488 members 
Mstep: Class 16 contains 10165 members 
Mstep: Class 17 contains 2311 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 36996 members 
Mstep: Class 20 contains 16141 members 
Mstep: Class 21 contains 2207 members 
Mstep: Class 22 contains 29770 members 
Mstep: Class 23 contains 40566 members 
Mstep: Class 24 contains 3225 members 
Mstep: Class 25 contains 3431 members 
Mstep: Class 26 contains 7345 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 23033 members 
Mstep: Class 29 contains 3201 members 
Mstep: Class 30 contains 9606 members 
Mstep: Class 31 contains 8487 members 
Mstep: Class 32 contains 6988 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18880 members 
Mstep: Class 35 contains 20927 members 
Mstep: Class 36 contains 3229 members 
Mstep: Class 37 contains 22607 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16515 members 
Mstep: Class 40 contains 8394 members 
Mstep: Class 41 contains 16387 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90563 members 
Mstep: Class 44 contains 13754 members 
Mstep: Class 45 contains 1430 members 
Mstep: Class 46 contains 7345 members 
Mstep: Class 47 contains 10348 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 32909 members 
Mstep: Class 50 contains 9490 members 
Mstep: Class 51 contains 1439 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64755132.000000 Penalty: 172573.890625
Iteration 86Q: 53 clusters Score -6.475513e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 9237 members 
Mstep: Class 3 contains 9406 members 
Mstep: Class 4 contains 26834 members 
Mstep: Class 5 contains 16153 members 
Mstep: Class 6 contains 5982 members 
Mstep: Class 7 contains 15242 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8772 members 
Mstep: Class 10 contains 987 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6287 members 
Mstep: Class 13 contains 17383 members 
Mstep: Class 14 contains 1589 members 
Mstep: Class 15 contains 34431 members 
Mstep: Class 16 contains 10145 members 
Mstep: Class 17 contains 2306 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 37025 members 
Mstep: Class 20 contains 16075 members 
Mstep: Class 21 contains 2214 members 
Mstep: Class 22 contains 29711 members 
Mstep: Class 23 contains 40412 members 
Mstep: Class 24 contains 3242 members 
Mstep: Class 25 contains 3474 members 
Mstep: Class 26 contains 7350 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22992 members 
Mstep: Class 29 contains 3218 members 
Mstep: Class 30 contains 9457 members 
Mstep: Class 31 contains 8489 members 
Mstep: Class 32 contains 7046 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18929 members 
Mstep: Class 35 contains 20915 members 
Mstep: Class 36 contains 3339 members 
Mstep: Class 37 contains 22524 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16508 members 
Mstep: Class 40 contains 8418 members 
Mstep: Class 41 contains 16344 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90538 members 
Mstep: Class 44 contains 13754 members 
Mstep: Class 45 contains 1476 members 
Mstep: Class 46 contains 7324 members 
Mstep: Class 47 contains 10416 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33009 members 
Mstep: Class 50 contains 9244 members 
Mstep: Class 51 contains 1484 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64755796.000000 Penalty: 172573.890625
Iteration 87Q: 53 clusters Score -6.47558e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 9218 members 
Mstep: Class 3 contains 9413 members 
Mstep: Class 4 contains 26886 members 
Mstep: Class 5 contains 16267 members 
Mstep: Class 6 contains 6142 members 
Mstep: Class 7 contains 15208 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8799 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6287 members 
Mstep: Class 13 contains 17374 members 
Mstep: Class 14 contains 1593 members 
Mstep: Class 15 contains 34379 members 
Mstep: Class 16 contains 10125 members 
Mstep: Class 17 contains 2309 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 37019 members 
Mstep: Class 20 contains 16002 members 
Mstep: Class 21 contains 2219 members 
Mstep: Class 22 contains 29670 members 
Mstep: Class 23 contains 40261 members 
Mstep: Class 24 contains 3268 members 
Mstep: Class 25 contains 3517 members 
Mstep: Class 26 contains 7356 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22935 members 
Mstep: Class 29 contains 3232 members 
Mstep: Class 30 contains 9298 members 
Mstep: Class 31 contains 8498 members 
Mstep: Class 32 contains 7113 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18974 members 
Mstep: Class 35 contains 20889 members 
Mstep: Class 36 contains 3459 members 
Mstep: Class 37 contains 22440 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16503 members 
Mstep: Class 40 contains 8436 members 
Mstep: Class 41 contains 16316 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90518 members 
Mstep: Class 44 contains 13752 members 
Mstep: Class 45 contains 1495 members 
Mstep: Class 46 contains 7289 members 
Mstep: Class 47 contains 10479 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33092 members 
Mstep: Class 50 contains 9074 members 
Mstep: Class 51 contains 1518 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64756328.000000 Penalty: 172573.890625
Iteration 88Q: 53 clusters Score -6.475633e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 9200 members 
Mstep: Class 3 contains 9413 members 
Mstep: Class 4 contains 26930 members 
Mstep: Class 5 contains 16320 members 
Mstep: Class 6 contains 6281 members 
Mstep: Class 7 contains 15161 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8841 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6286 members 
Mstep: Class 13 contains 17375 members 
Mstep: Class 14 contains 1595 members 
Mstep: Class 15 contains 34324 members 
Mstep: Class 16 contains 10103 members 
Mstep: Class 17 contains 2325 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 37014 members 
Mstep: Class 20 contains 15945 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 29645 members 
Mstep: Class 23 contains 40138 members 
Mstep: Class 24 contains 3278 members 
Mstep: Class 25 contains 3557 members 
Mstep: Class 26 contains 7356 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22910 members 
Mstep: Class 29 contains 3244 members 
Mstep: Class 30 contains 9141 members 
Mstep: Class 31 contains 8494 members 
Mstep: Class 32 contains 7172 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19002 members 
Mstep: Class 35 contains 20872 members 
Mstep: Class 36 contains 3577 members 
Mstep: Class 37 contains 22356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16498 members 
Mstep: Class 40 contains 8448 members 
Mstep: Class 41 contains 16295 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90510 members 
Mstep: Class 44 contains 13748 members 
Mstep: Class 45 contains 1508 members 
Mstep: Class 46 contains 7262 members 
Mstep: Class 47 contains 10535 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33183 members 
Mstep: Class 50 contains 8959 members 
Mstep: Class 51 contains 1550 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64756724.000000 Penalty: 172573.890625
Iteration 89Q: 53 clusters Score -6.475672e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 9189 members 
Mstep: Class 3 contains 9415 members 
Mstep: Class 4 contains 26971 members 
Mstep: Class 5 contains 16321 members 
Mstep: Class 6 contains 6417 members 
Mstep: Class 7 contains 15104 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8884 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6284 members 
Mstep: Class 13 contains 17370 members 
Mstep: Class 14 contains 1596 members 
Mstep: Class 15 contains 34279 members 
Mstep: Class 16 contains 10085 members 
Mstep: Class 17 contains 2343 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 37013 members 
Mstep: Class 20 contains 15892 members 
Mstep: Class 21 contains 2221 members 
Mstep: Class 22 contains 29623 members 
Mstep: Class 23 contains 40024 members 
Mstep: Class 24 contains 3287 members 
Mstep: Class 25 contains 3573 members 
Mstep: Class 26 contains 7355 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22862 members 
Mstep: Class 29 contains 3257 members 
Mstep: Class 30 contains 8988 members 
Mstep: Class 31 contains 8491 members 
Mstep: Class 32 contains 7220 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19031 members 
Mstep: Class 35 contains 20859 members 
Mstep: Class 36 contains 3711 members 
Mstep: Class 37 contains 22294 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16495 members 
Mstep: Class 40 contains 8467 members 
Mstep: Class 41 contains 16268 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90500 members 
Mstep: Class 44 contains 13756 members 
Mstep: Class 45 contains 1521 members 
Mstep: Class 46 contains 7249 members 
Mstep: Class 47 contains 10583 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33265 members 
Mstep: Class 50 contains 8877 members 
Mstep: Class 51 contains 1579 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64757072.000000 Penalty: 172573.890625
Iteration 90Q: 53 clusters Score -6.475707e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 9183 members 
Mstep: Class 3 contains 9416 members 
Mstep: Class 4 contains 27007 members 
Mstep: Class 5 contains 16284 members 
Mstep: Class 6 contains 6511 members 
Mstep: Class 7 contains 15040 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8919 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6283 members 
Mstep: Class 13 contains 17365 members 
Mstep: Class 14 contains 1597 members 
Mstep: Class 15 contains 34249 members 
Mstep: Class 16 contains 10064 members 
Mstep: Class 17 contains 2349 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 37022 members 
Mstep: Class 20 contains 15871 members 
Mstep: Class 21 contains 2221 members 
Mstep: Class 22 contains 29601 members 
Mstep: Class 23 contains 39918 members 
Mstep: Class 24 contains 3291 members 
Mstep: Class 25 contains 3596 members 
Mstep: Class 26 contains 7363 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22853 members 
Mstep: Class 29 contains 3264 members 
Mstep: Class 30 contains 8852 members 
Mstep: Class 31 contains 8485 members 
Mstep: Class 32 contains 7252 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19051 members 
Mstep: Class 35 contains 20860 members 
Mstep: Class 36 contains 3832 members 
Mstep: Class 37 contains 22235 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16488 members 
Mstep: Class 40 contains 8476 members 
Mstep: Class 41 contains 16245 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90496 members 
Mstep: Class 44 contains 13763 members 
Mstep: Class 45 contains 1525 members 
Mstep: Class 46 contains 7219 members 
Mstep: Class 47 contains 10628 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33344 members 
Mstep: Class 50 contains 8831 members 
Mstep: Class 51 contains 1611 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64757324.000000 Penalty: 172573.890625
Iteration 91Q: 53 clusters Score -6.475732e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 9173 members 
Mstep: Class 3 contains 9416 members 
Mstep: Class 4 contains 27031 members 
Mstep: Class 5 contains 16228 members 
Mstep: Class 6 contains 6585 members 
Mstep: Class 7 contains 14982 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8947 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6282 members 
Mstep: Class 13 contains 17343 members 
Mstep: Class 14 contains 1599 members 
Mstep: Class 15 contains 34237 members 
Mstep: Class 16 contains 10044 members 
Mstep: Class 17 contains 2364 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 37037 members 
Mstep: Class 20 contains 15842 members 
Mstep: Class 21 contains 2221 members 
Mstep: Class 22 contains 29579 members 
Mstep: Class 23 contains 39827 members 
Mstep: Class 24 contains 3315 members 
Mstep: Class 25 contains 3617 members 
Mstep: Class 26 contains 7365 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22827 members 
Mstep: Class 29 contains 3269 members 
Mstep: Class 30 contains 8746 members 
Mstep: Class 31 contains 8489 members 
Mstep: Class 32 contains 7285 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19075 members 
Mstep: Class 35 contains 20868 members 
Mstep: Class 36 contains 3950 members 
Mstep: Class 37 contains 22186 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16489 members 
Mstep: Class 40 contains 8488 members 
Mstep: Class 41 contains 16222 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90488 members 
Mstep: Class 44 contains 13763 members 
Mstep: Class 45 contains 1523 members 
Mstep: Class 46 contains 7206 members 
Mstep: Class 47 contains 10671 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33399 members 
Mstep: Class 50 contains 8794 members 
Mstep: Class 51 contains 1636 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64757620.000000 Penalty: 172573.890625
Iteration 92Q: 53 clusters Score -6.475762e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 9164 members 
Mstep: Class 3 contains 9415 members 
Mstep: Class 4 contains 27054 members 
Mstep: Class 5 contains 16152 members 
Mstep: Class 6 contains 6645 members 
Mstep: Class 7 contains 14927 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8969 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6284 members 
Mstep: Class 13 contains 17342 members 
Mstep: Class 14 contains 1599 members 
Mstep: Class 15 contains 34225 members 
Mstep: Class 16 contains 10034 members 
Mstep: Class 17 contains 2382 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 37038 members 
Mstep: Class 20 contains 15809 members 
Mstep: Class 21 contains 2221 members 
Mstep: Class 22 contains 29569 members 
Mstep: Class 23 contains 39737 members 
Mstep: Class 24 contains 3347 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 7367 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22794 members 
Mstep: Class 29 contains 3274 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 8488 members 
Mstep: Class 32 contains 7321 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19099 members 
Mstep: Class 35 contains 20875 members 
Mstep: Class 36 contains 4043 members 
Mstep: Class 37 contains 22135 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16489 members 
Mstep: Class 40 contains 8497 members 
Mstep: Class 41 contains 16206 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90482 members 
Mstep: Class 44 contains 13760 members 
Mstep: Class 45 contains 1525 members 
Mstep: Class 46 contains 7179 members 
Mstep: Class 47 contains 10718 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33462 members 
Mstep: Class 50 contains 8774 members 
Mstep: Class 51 contains 1657 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64757940.000000 Penalty: 172573.890625
Iteration 93Q: 53 clusters Score -6.475794e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 9157 members 
Mstep: Class 3 contains 9410 members 
Mstep: Class 4 contains 27070 members 
Mstep: Class 5 contains 16074 members 
Mstep: Class 6 contains 6691 members 
Mstep: Class 7 contains 14894 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8984 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6283 members 
Mstep: Class 13 contains 17345 members 
Mstep: Class 14 contains 1600 members 
Mstep: Class 15 contains 34214 members 
Mstep: Class 16 contains 10020 members 
Mstep: Class 17 contains 2387 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 37047 members 
Mstep: Class 20 contains 15807 members 
Mstep: Class 21 contains 2221 members 
Mstep: Class 22 contains 29559 members 
Mstep: Class 23 contains 39647 members 
Mstep: Class 24 contains 3371 members 
Mstep: Class 25 contains 3670 members 
Mstep: Class 26 contains 7368 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22781 members 
Mstep: Class 29 contains 3277 members 
Mstep: Class 30 contains 8640 members 
Mstep: Class 31 contains 8493 members 
Mstep: Class 32 contains 7344 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19116 members 
Mstep: Class 35 contains 20871 members 
Mstep: Class 36 contains 4088 members 
Mstep: Class 37 contains 22077 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16490 members 
Mstep: Class 40 contains 8508 members 
Mstep: Class 41 contains 16188 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90477 members 
Mstep: Class 44 contains 13759 members 
Mstep: Class 45 contains 1523 members 
Mstep: Class 46 contains 7163 members 
Mstep: Class 47 contains 10774 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33521 members 
Mstep: Class 50 contains 8742 members 
Mstep: Class 51 contains 1679 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64758116.000000 Penalty: 172573.890625
Iteration 94Q: 53 clusters Score -6.475812e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 9153 members 
Mstep: Class 3 contains 9407 members 
Mstep: Class 4 contains 27087 members 
Mstep: Class 5 contains 15994 members 
Mstep: Class 6 contains 6726 members 
Mstep: Class 7 contains 14878 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8986 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6282 members 
Mstep: Class 13 contains 17352 members 
Mstep: Class 14 contains 1601 members 
Mstep: Class 15 contains 34218 members 
Mstep: Class 16 contains 10009 members 
Mstep: Class 17 contains 2406 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 37042 members 
Mstep: Class 20 contains 15796 members 
Mstep: Class 21 contains 2221 members 
Mstep: Class 22 contains 29546 members 
Mstep: Class 23 contains 39566 members 
Mstep: Class 24 contains 3385 members 
Mstep: Class 25 contains 3700 members 
Mstep: Class 26 contains 7370 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22799 members 
Mstep: Class 29 contains 3279 members 
Mstep: Class 30 contains 8628 members 
Mstep: Class 31 contains 8491 members 
Mstep: Class 32 contains 7365 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19133 members 
Mstep: Class 35 contains 20869 members 
Mstep: Class 36 contains 4126 members 
Mstep: Class 37 contains 22032 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16487 members 
Mstep: Class 40 contains 8517 members 
Mstep: Class 41 contains 16164 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90479 members 
Mstep: Class 44 contains 13756 members 
Mstep: Class 45 contains 1525 members 
Mstep: Class 46 contains 7133 members 
Mstep: Class 47 contains 10809 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33556 members 
Mstep: Class 50 contains 8720 members 
Mstep: Class 51 contains 1695 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64758276.000000 Penalty: 172573.890625
Iteration 95Q: 53 clusters Score -6.475828e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 9148 members 
Mstep: Class 3 contains 9406 members 
Mstep: Class 4 contains 27105 members 
Mstep: Class 5 contains 15916 members 
Mstep: Class 6 contains 6759 members 
Mstep: Class 7 contains 14879 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8987 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6282 members 
Mstep: Class 13 contains 17354 members 
Mstep: Class 14 contains 1602 members 
Mstep: Class 15 contains 34227 members 
Mstep: Class 16 contains 9990 members 
Mstep: Class 17 contains 2419 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 37022 members 
Mstep: Class 20 contains 15786 members 
Mstep: Class 21 contains 2221 members 
Mstep: Class 22 contains 29541 members 
Mstep: Class 23 contains 39506 members 
Mstep: Class 24 contains 3415 members 
Mstep: Class 25 contains 3715 members 
Mstep: Class 26 contains 7364 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22787 members 
Mstep: Class 29 contains 3281 members 
Mstep: Class 30 contains 8614 members 
Mstep: Class 31 contains 8492 members 
Mstep: Class 32 contains 7392 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19146 members 
Mstep: Class 35 contains 20868 members 
Mstep: Class 36 contains 4163 members 
Mstep: Class 37 contains 22000 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16489 members 
Mstep: Class 40 contains 8524 members 
Mstep: Class 41 contains 16140 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90484 members 
Mstep: Class 44 contains 13748 members 
Mstep: Class 45 contains 1529 members 
Mstep: Class 46 contains 7099 members 
Mstep: Class 47 contains 10845 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33582 members 
Mstep: Class 50 contains 8703 members 
Mstep: Class 51 contains 1708 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64758364.000000 Penalty: 172573.890625
Iteration 96Q: 53 clusters Score -6.475836e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 9149 members 
Mstep: Class 3 contains 9406 members 
Mstep: Class 4 contains 27110 members 
Mstep: Class 5 contains 15850 members 
Mstep: Class 6 contains 6793 members 
Mstep: Class 7 contains 14874 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8990 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6282 members 
Mstep: Class 13 contains 17350 members 
Mstep: Class 14 contains 1604 members 
Mstep: Class 15 contains 34220 members 
Mstep: Class 16 contains 9977 members 
Mstep: Class 17 contains 2423 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 36993 members 
Mstep: Class 20 contains 15789 members 
Mstep: Class 21 contains 2221 members 
Mstep: Class 22 contains 29541 members 
Mstep: Class 23 contains 39469 members 
Mstep: Class 24 contains 3441 members 
Mstep: Class 25 contains 3744 members 
Mstep: Class 26 contains 7356 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22779 members 
Mstep: Class 29 contains 3284 members 
Mstep: Class 30 contains 8590 members 
Mstep: Class 31 contains 8488 members 
Mstep: Class 32 contains 7410 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19156 members 
Mstep: Class 35 contains 20844 members 
Mstep: Class 36 contains 4190 members 
Mstep: Class 37 contains 21969 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16488 members 
Mstep: Class 40 contains 8537 members 
Mstep: Class 41 contains 16125 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90488 members 
Mstep: Class 44 contains 13745 members 
Mstep: Class 45 contains 1531 members 
Mstep: Class 46 contains 7072 members 
Mstep: Class 47 contains 10881 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33626 members 
Mstep: Class 50 contains 8686 members 
Mstep: Class 51 contains 1719 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64758368.000000 Penalty: 172573.890625
Iteration 97Q: 53 clusters Score -6.475837e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 9149 members 
Mstep: Class 3 contains 9406 members 
Mstep: Class 4 contains 27120 members 
Mstep: Class 5 contains 15788 members 
Mstep: Class 6 contains 6826 members 
Mstep: Class 7 contains 14859 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8989 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6279 members 
Mstep: Class 13 contains 17360 members 
Mstep: Class 14 contains 1607 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 9962 members 
Mstep: Class 17 contains 2429 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 36961 members 
Mstep: Class 20 contains 15788 members 
Mstep: Class 21 contains 2221 members 
Mstep: Class 22 contains 29540 members 
Mstep: Class 23 contains 39446 members 
Mstep: Class 24 contains 3469 members 
Mstep: Class 25 contains 3779 members 
Mstep: Class 26 contains 7354 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22772 members 
Mstep: Class 29 contains 3285 members 
Mstep: Class 30 contains 8589 members 
Mstep: Class 31 contains 8482 members 
Mstep: Class 32 contains 7423 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19153 members 
Mstep: Class 35 contains 20822 members 
Mstep: Class 36 contains 4212 members 
Mstep: Class 37 contains 21938 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16484 members 
Mstep: Class 40 contains 8548 members 
Mstep: Class 41 contains 16117 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90491 members 
Mstep: Class 44 contains 13747 members 
Mstep: Class 45 contains 1535 members 
Mstep: Class 46 contains 7045 members 
Mstep: Class 47 contains 10904 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33658 members 
Mstep: Class 50 contains 8674 members 
Mstep: Class 51 contains 1732 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64758608.000000 Penalty: 172573.890625
Iteration 98Q: 53 clusters Score -6.475861e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 9156 members 
Mstep: Class 3 contains 9405 members 
Mstep: Class 4 contains 27127 members 
Mstep: Class 5 contains 15733 members 
Mstep: Class 6 contains 6852 members 
Mstep: Class 7 contains 14836 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8990 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6278 members 
Mstep: Class 13 contains 17364 members 
Mstep: Class 14 contains 1609 members 
Mstep: Class 15 contains 34187 members 
Mstep: Class 16 contains 9950 members 
Mstep: Class 17 contains 2437 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 36913 members 
Mstep: Class 20 contains 15768 members 
Mstep: Class 21 contains 2221 members 
Mstep: Class 22 contains 29538 members 
Mstep: Class 23 contains 39412 members 
Mstep: Class 24 contains 3488 members 
Mstep: Class 25 contains 3795 members 
Mstep: Class 26 contains 7350 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22781 members 
Mstep: Class 29 contains 3287 members 
Mstep: Class 30 contains 8575 members 
Mstep: Class 31 contains 8482 members 
Mstep: Class 32 contains 7453 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19151 members 
Mstep: Class 35 contains 20806 members 
Mstep: Class 36 contains 4239 members 
Mstep: Class 37 contains 21914 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16484 members 
Mstep: Class 40 contains 8558 members 
Mstep: Class 41 contains 16104 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90495 members 
Mstep: Class 44 contains 13747 members 
Mstep: Class 45 contains 1536 members 
Mstep: Class 46 contains 7030 members 
Mstep: Class 47 contains 10926 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33687 members 
Mstep: Class 50 contains 8676 members 
Mstep: Class 51 contains 1742 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64758584.000000 Penalty: 172573.890625
Iteration 99Q: 53 clusters Score -6.475858e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 9163 members 
Mstep: Class 3 contains 9403 members 
Mstep: Class 4 contains 27136 members 
Mstep: Class 5 contains 15703 members 
Mstep: Class 6 contains 6889 members 
Mstep: Class 7 contains 14819 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8993 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6275 members 
Mstep: Class 13 contains 17368 members 
Mstep: Class 14 contains 1611 members 
Mstep: Class 15 contains 34181 members 
Mstep: Class 16 contains 9941 members 
Mstep: Class 17 contains 2444 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 36849 members 
Mstep: Class 20 contains 15741 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 29531 members 
Mstep: Class 23 contains 39390 members 
Mstep: Class 24 contains 3508 members 
Mstep: Class 25 contains 3818 members 
Mstep: Class 26 contains 7350 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22788 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 8558 members 
Mstep: Class 31 contains 8472 members 
Mstep: Class 32 contains 7487 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19154 members 
Mstep: Class 35 contains 20796 members 
Mstep: Class 36 contains 4254 members 
Mstep: Class 37 contains 21886 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16486 members 
Mstep: Class 40 contains 8564 members 
Mstep: Class 41 contains 16091 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90496 members 
Mstep: Class 44 contains 13749 members 
Mstep: Class 45 contains 1536 members 
Mstep: Class 46 contains 7013 members 
Mstep: Class 47 contains 10944 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33697 members 
Mstep: Class 50 contains 8673 members 
Mstep: Class 51 contains 1747 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64758888.000000 Penalty: 172573.890625
Iteration 100F: 53 clusters Score -6.475889e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 9173 members 
Mstep: Class 3 contains 9401 members 
Mstep: Class 4 contains 27139 members 
Mstep: Class 5 contains 15665 members 
Mstep: Class 6 contains 6902 members 
Mstep: Class 7 contains 14801 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8998 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6276 members 
Mstep: Class 13 contains 17356 members 
Mstep: Class 14 contains 1611 members 
Mstep: Class 15 contains 34181 members 
Mstep: Class 16 contains 9935 members 
Mstep: Class 17 contains 2450 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 36779 members 
Mstep: Class 20 contains 15724 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 29525 members 
Mstep: Class 23 contains 39370 members 
Mstep: Class 24 contains 3524 members 
Mstep: Class 25 contains 3837 members 
Mstep: Class 26 contains 7354 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22783 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 8537 members 
Mstep: Class 31 contains 8469 members 
Mstep: Class 32 contains 7523 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19157 members 
Mstep: Class 35 contains 20797 members 
Mstep: Class 36 contains 4296 members 
Mstep: Class 37 contains 21862 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16488 members 
Mstep: Class 40 contains 8570 members 
Mstep: Class 41 contains 16071 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90496 members 
Mstep: Class 44 contains 13749 members 
Mstep: Class 45 contains 1534 members 
Mstep: Class 46 contains 7001 members 
Mstep: Class 47 contains 10966 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33698 members 
Mstep: Class 50 contains 8671 members 
Mstep: Class 51 contains 1751 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64758884.000000 Penalty: 172573.890625
Iteration 101Q: 53 clusters Score -6.475888e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 9170 members 
Mstep: Class 3 contains 9398 members 
Mstep: Class 4 contains 27143 members 
Mstep: Class 5 contains 15636 members 
Mstep: Class 6 contains 6923 members 
Mstep: Class 7 contains 14790 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9005 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6275 members 
Mstep: Class 13 contains 17357 members 
Mstep: Class 14 contains 1611 members 
Mstep: Class 15 contains 34174 members 
Mstep: Class 16 contains 9932 members 
Mstep: Class 17 contains 2453 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 36703 members 
Mstep: Class 20 contains 15704 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 29512 members 
Mstep: Class 23 contains 39350 members 
Mstep: Class 24 contains 3537 members 
Mstep: Class 25 contains 3852 members 
Mstep: Class 26 contains 7358 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22771 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 8523 members 
Mstep: Class 31 contains 8467 members 
Mstep: Class 32 contains 7553 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19160 members 
Mstep: Class 35 contains 20781 members 
Mstep: Class 36 contains 4336 members 
Mstep: Class 37 contains 21840 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16487 members 
Mstep: Class 40 contains 8584 members 
Mstep: Class 41 contains 16062 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90500 members 
Mstep: Class 44 contains 13752 members 
Mstep: Class 45 contains 1533 members 
Mstep: Class 46 contains 6985 members 
Mstep: Class 47 contains 10978 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33711 members 
Mstep: Class 50 contains 8671 members 
Mstep: Class 51 contains 1758 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64759020.000000 Penalty: 172573.890625
Iteration 102Q: 53 clusters Score -6.475902e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 9174 members 
Mstep: Class 3 contains 9398 members 
Mstep: Class 4 contains 27147 members 
Mstep: Class 5 contains 15619 members 
Mstep: Class 6 contains 6945 members 
Mstep: Class 7 contains 14776 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9014 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6272 members 
Mstep: Class 13 contains 17355 members 
Mstep: Class 14 contains 1611 members 
Mstep: Class 15 contains 34156 members 
Mstep: Class 16 contains 9929 members 
Mstep: Class 17 contains 2460 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 36639 members 
Mstep: Class 20 contains 15708 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 29499 members 
Mstep: Class 23 contains 39330 members 
Mstep: Class 24 contains 3547 members 
Mstep: Class 25 contains 3860 members 
Mstep: Class 26 contains 7359 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22749 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 8510 members 
Mstep: Class 31 contains 8462 members 
Mstep: Class 32 contains 7570 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19164 members 
Mstep: Class 35 contains 20769 members 
Mstep: Class 36 contains 4362 members 
Mstep: Class 37 contains 21822 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16486 members 
Mstep: Class 40 contains 8594 members 
Mstep: Class 41 contains 16054 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90504 members 
Mstep: Class 44 contains 13752 members 
Mstep: Class 45 contains 1531 members 
Mstep: Class 46 contains 6978 members 
Mstep: Class 47 contains 10991 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33726 members 
Mstep: Class 50 contains 8666 members 
Mstep: Class 51 contains 1765 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64759036.000000 Penalty: 172573.890625
Iteration 103Q: 53 clusters Score -6.475904e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 9171 members 
Mstep: Class 3 contains 9397 members 
Mstep: Class 4 contains 27146 members 
Mstep: Class 5 contains 15616 members 
Mstep: Class 6 contains 6956 members 
Mstep: Class 7 contains 14774 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9017 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6270 members 
Mstep: Class 13 contains 17356 members 
Mstep: Class 14 contains 1611 members 
Mstep: Class 15 contains 34158 members 
Mstep: Class 16 contains 9923 members 
Mstep: Class 17 contains 2464 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 36566 members 
Mstep: Class 20 contains 15704 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 29489 members 
Mstep: Class 23 contains 39314 members 
Mstep: Class 24 contains 3564 members 
Mstep: Class 25 contains 3870 members 
Mstep: Class 26 contains 7365 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22722 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 8499 members 
Mstep: Class 31 contains 8452 members 
Mstep: Class 32 contains 7588 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19167 members 
Mstep: Class 35 contains 20768 members 
Mstep: Class 36 contains 4377 members 
Mstep: Class 37 contains 21811 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16489 members 
Mstep: Class 40 contains 8601 members 
Mstep: Class 41 contains 16040 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90505 members 
Mstep: Class 44 contains 13753 members 
Mstep: Class 45 contains 1533 members 
Mstep: Class 46 contains 6957 members 
Mstep: Class 47 contains 10989 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33737 members 
Mstep: Class 50 contains 8666 members 
Mstep: Class 51 contains 1773 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64759088.000000 Penalty: 172573.890625
Iteration 104Q: 53 clusters Score -6.475909e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 9176 members 
Mstep: Class 3 contains 9397 members 
Mstep: Class 4 contains 27146 members 
Mstep: Class 5 contains 15610 members 
Mstep: Class 6 contains 6977 members 
Mstep: Class 7 contains 14777 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9021 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6270 members 
Mstep: Class 13 contains 17350 members 
Mstep: Class 14 contains 1611 members 
Mstep: Class 15 contains 34151 members 
Mstep: Class 16 contains 9917 members 
Mstep: Class 17 contains 2472 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 36483 members 
Mstep: Class 20 contains 15693 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 29488 members 
Mstep: Class 23 contains 39296 members 
Mstep: Class 24 contains 3572 members 
Mstep: Class 25 contains 3877 members 
Mstep: Class 26 contains 7372 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22698 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 8488 members 
Mstep: Class 31 contains 8448 members 
Mstep: Class 32 contains 7608 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19165 members 
Mstep: Class 35 contains 20759 members 
Mstep: Class 36 contains 4398 members 
Mstep: Class 37 contains 21795 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16486 members 
Mstep: Class 40 contains 8608 members 
Mstep: Class 41 contains 16027 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90506 members 
Mstep: Class 44 contains 13755 members 
Mstep: Class 45 contains 1532 members 
Mstep: Class 46 contains 6945 members 
Mstep: Class 47 contains 10993 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33748 members 
Mstep: Class 50 contains 8664 members 
Mstep: Class 51 contains 1776 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64759224.000000 Penalty: 172573.890625
Iteration 105Q: 53 clusters Score -6.475922e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 9172 members 
Mstep: Class 3 contains 9397 members 
Mstep: Class 4 contains 27149 members 
Mstep: Class 5 contains 15596 members 
Mstep: Class 6 contains 7000 members 
Mstep: Class 7 contains 14786 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6270 members 
Mstep: Class 13 contains 17352 members 
Mstep: Class 14 contains 1612 members 
Mstep: Class 15 contains 34130 members 
Mstep: Class 16 contains 9908 members 
Mstep: Class 17 contains 2476 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 36416 members 
Mstep: Class 20 contains 15694 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 29483 members 
Mstep: Class 23 contains 39275 members 
Mstep: Class 24 contains 3577 members 
Mstep: Class 25 contains 3886 members 
Mstep: Class 26 contains 7374 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22685 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 8482 members 
Mstep: Class 31 contains 8447 members 
Mstep: Class 32 contains 7627 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19166 members 
Mstep: Class 35 contains 20738 members 
Mstep: Class 36 contains 4409 members 
Mstep: Class 37 contains 21779 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16486 members 
Mstep: Class 40 contains 8614 members 
Mstep: Class 41 contains 16016 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90505 members 
Mstep: Class 44 contains 13757 members 
Mstep: Class 45 contains 1531 members 
Mstep: Class 46 contains 6936 members 
Mstep: Class 47 contains 10996 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33757 members 
Mstep: Class 50 contains 8659 members 
Mstep: Class 51 contains 1782 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64759264.000000 Penalty: 172573.890625
Iteration 106Q: 53 clusters Score -6.475926e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 9163 members 
Mstep: Class 3 contains 9397 members 
Mstep: Class 4 contains 27152 members 
Mstep: Class 5 contains 15591 members 
Mstep: Class 6 contains 7021 members 
Mstep: Class 7 contains 14784 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9020 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6269 members 
Mstep: Class 13 contains 17354 members 
Mstep: Class 14 contains 1615 members 
Mstep: Class 15 contains 34111 members 
Mstep: Class 16 contains 9902 members 
Mstep: Class 17 contains 2478 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 36320 members 
Mstep: Class 20 contains 15705 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 29475 members 
Mstep: Class 23 contains 39243 members 
Mstep: Class 24 contains 3586 members 
Mstep: Class 25 contains 3898 members 
Mstep: Class 26 contains 7385 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22672 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 8475 members 
Mstep: Class 31 contains 8448 members 
Mstep: Class 32 contains 7645 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19164 members 
Mstep: Class 35 contains 20721 members 
Mstep: Class 36 contains 4427 members 
Mstep: Class 37 contains 21769 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16486 members 
Mstep: Class 40 contains 8616 members 
Mstep: Class 41 contains 16004 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90512 members 
Mstep: Class 44 contains 13758 members 
Mstep: Class 45 contains 1530 members 
Mstep: Class 46 contains 6922 members 
Mstep: Class 47 contains 10999 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33757 members 
Mstep: Class 50 contains 8659 members 
Mstep: Class 51 contains 1789 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64759388.000000 Penalty: 172573.890625
Iteration 107Q: 53 clusters Score -6.475939e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 9160 members 
Mstep: Class 3 contains 9397 members 
Mstep: Class 4 contains 27156 members 
Mstep: Class 5 contains 15583 members 
Mstep: Class 6 contains 7037 members 
Mstep: Class 7 contains 14790 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9025 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6269 members 
Mstep: Class 13 contains 17347 members 
Mstep: Class 14 contains 1616 members 
Mstep: Class 15 contains 34099 members 
Mstep: Class 16 contains 9892 members 
Mstep: Class 17 contains 2481 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 36215 members 
Mstep: Class 20 contains 15714 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 29450 members 
Mstep: Class 23 contains 39226 members 
Mstep: Class 24 contains 3585 members 
Mstep: Class 25 contains 3906 members 
Mstep: Class 26 contains 7396 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22670 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 8470 members 
Mstep: Class 31 contains 8448 members 
Mstep: Class 32 contains 7649 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19173 members 
Mstep: Class 35 contains 20711 members 
Mstep: Class 36 contains 4445 members 
Mstep: Class 37 contains 21754 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16486 members 
Mstep: Class 40 contains 8620 members 
Mstep: Class 41 contains 15989 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90512 members 
Mstep: Class 44 contains 13759 members 
Mstep: Class 45 contains 1531 members 
Mstep: Class 46 contains 6905 members 
Mstep: Class 47 contains 11000 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33759 members 
Mstep: Class 50 contains 8660 members 
Mstep: Class 51 contains 1798 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64759444.000000 Penalty: 172573.890625
Iteration 108Q: 53 clusters Score -6.475944e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 9154 members 
Mstep: Class 3 contains 9397 members 
Mstep: Class 4 contains 27162 members 
Mstep: Class 5 contains 15578 members 
Mstep: Class 6 contains 7049 members 
Mstep: Class 7 contains 14777 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9023 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6271 members 
Mstep: Class 13 contains 17343 members 
Mstep: Class 14 contains 1617 members 
Mstep: Class 15 contains 34089 members 
Mstep: Class 16 contains 9890 members 
Mstep: Class 17 contains 2478 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 36108 members 
Mstep: Class 20 contains 15719 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 29435 members 
Mstep: Class 23 contains 39209 members 
Mstep: Class 24 contains 3588 members 
Mstep: Class 25 contains 3914 members 
Mstep: Class 26 contains 7409 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22674 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 8466 members 
Mstep: Class 31 contains 8446 members 
Mstep: Class 32 contains 7662 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19175 members 
Mstep: Class 35 contains 20696 members 
Mstep: Class 36 contains 4451 members 
Mstep: Class 37 contains 21736 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16485 members 
Mstep: Class 40 contains 8624 members 
Mstep: Class 41 contains 15981 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90515 members 
Mstep: Class 44 contains 13756 members 
Mstep: Class 45 contains 1531 members 
Mstep: Class 46 contains 6898 members 
Mstep: Class 47 contains 11002 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33765 members 
Mstep: Class 50 contains 8661 members 
Mstep: Class 51 contains 1804 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64759360.000000 Penalty: 172573.890625
Iteration 109Q: 53 clusters Score -6.475936e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 9148 members 
Mstep: Class 3 contains 9397 members 
Mstep: Class 4 contains 27161 members 
Mstep: Class 5 contains 15579 members 
Mstep: Class 6 contains 7061 members 
Mstep: Class 7 contains 14776 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9018 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6271 members 
Mstep: Class 13 contains 17338 members 
Mstep: Class 14 contains 1617 members 
Mstep: Class 15 contains 34084 members 
Mstep: Class 16 contains 9889 members 
Mstep: Class 17 contains 2477 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 36000 members 
Mstep: Class 20 contains 15725 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 29421 members 
Mstep: Class 23 contains 39172 members 
Mstep: Class 24 contains 3597 members 
Mstep: Class 25 contains 3927 members 
Mstep: Class 26 contains 7420 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22679 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 8457 members 
Mstep: Class 31 contains 8438 members 
Mstep: Class 32 contains 7679 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19182 members 
Mstep: Class 35 contains 20679 members 
Mstep: Class 36 contains 4452 members 
Mstep: Class 37 contains 21722 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16487 members 
Mstep: Class 40 contains 8628 members 
Mstep: Class 41 contains 15971 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90517 members 
Mstep: Class 44 contains 13760 members 
Mstep: Class 45 contains 1531 members 
Mstep: Class 46 contains 6885 members 
Mstep: Class 47 contains 11004 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33784 members 
Mstep: Class 50 contains 8659 members 
Mstep: Class 51 contains 1810 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64759416.000000 Penalty: 172573.890625
Iteration 110Q: 53 clusters Score -6.475942e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 9146 members 
Mstep: Class 3 contains 9397 members 
Mstep: Class 4 contains 27165 members 
Mstep: Class 5 contains 15583 members 
Mstep: Class 6 contains 7080 members 
Mstep: Class 7 contains 14770 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9015 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6269 members 
Mstep: Class 13 contains 17341 members 
Mstep: Class 14 contains 1617 members 
Mstep: Class 15 contains 34068 members 
Mstep: Class 16 contains 9885 members 
Mstep: Class 17 contains 2481 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 35875 members 
Mstep: Class 20 contains 15715 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 29406 members 
Mstep: Class 23 contains 39138 members 
Mstep: Class 24 contains 3603 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 7422 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22675 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 8454 members 
Mstep: Class 31 contains 8434 members 
Mstep: Class 32 contains 7694 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19186 members 
Mstep: Class 35 contains 20667 members 
Mstep: Class 36 contains 4453 members 
Mstep: Class 37 contains 21712 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16488 members 
Mstep: Class 40 contains 8635 members 
Mstep: Class 41 contains 15963 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90517 members 
Mstep: Class 44 contains 13759 members 
Mstep: Class 45 contains 1531 members 
Mstep: Class 46 contains 6875 members 
Mstep: Class 47 contains 11006 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33805 members 
Mstep: Class 50 contains 8657 members 
Mstep: Class 51 contains 1815 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64759436.000000 Penalty: 172573.890625
Iteration 111Q: 53 clusters Score -6.475944e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 9145 members 
Mstep: Class 3 contains 9396 members 
Mstep: Class 4 contains 27169 members 
Mstep: Class 5 contains 15583 members 
Mstep: Class 6 contains 7085 members 
Mstep: Class 7 contains 14763 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9014 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6270 members 
Mstep: Class 13 contains 17348 members 
Mstep: Class 14 contains 1618 members 
Mstep: Class 15 contains 34060 members 
Mstep: Class 16 contains 9887 members 
Mstep: Class 17 contains 2481 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 35738 members 
Mstep: Class 20 contains 15708 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 29385 members 
Mstep: Class 23 contains 39102 members 
Mstep: Class 24 contains 3610 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 7425 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22683 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 8448 members 
Mstep: Class 31 contains 8431 members 
Mstep: Class 32 contains 7707 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19192 members 
Mstep: Class 35 contains 20659 members 
Mstep: Class 36 contains 4455 members 
Mstep: Class 37 contains 21701 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16489 members 
Mstep: Class 40 contains 8639 members 
Mstep: Class 41 contains 15952 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90514 members 
Mstep: Class 44 contains 13760 members 
Mstep: Class 45 contains 1531 members 
Mstep: Class 46 contains 6866 members 
Mstep: Class 47 contains 11010 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33818 members 
Mstep: Class 50 contains 8654 members 
Mstep: Class 51 contains 1820 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64759396.000000 Penalty: 172573.890625
Iteration 112Q: 53 clusters Score -6.47594e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 9142 members 
Mstep: Class 3 contains 9397 members 
Mstep: Class 4 contains 27169 members 
Mstep: Class 5 contains 15583 members 
Mstep: Class 6 contains 7089 members 
Mstep: Class 7 contains 14773 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9018 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6270 members 
Mstep: Class 13 contains 17353 members 
Mstep: Class 14 contains 1620 members 
Mstep: Class 15 contains 34063 members 
Mstep: Class 16 contains 9883 members 
Mstep: Class 17 contains 2481 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 35601 members 
Mstep: Class 20 contains 15705 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 29371 members 
Mstep: Class 23 contains 39058 members 
Mstep: Class 24 contains 3616 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 7424 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22682 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 8443 members 
Mstep: Class 31 contains 8429 members 
Mstep: Class 32 contains 7720 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19196 members 
Mstep: Class 35 contains 20649 members 
Mstep: Class 36 contains 4458 members 
Mstep: Class 37 contains 21696 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16490 members 
Mstep: Class 40 contains 8643 members 
Mstep: Class 41 contains 15937 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90511 members 
Mstep: Class 44 contains 13757 members 
Mstep: Class 45 contains 1530 members 
Mstep: Class 46 contains 6865 members 
Mstep: Class 47 contains 11014 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33831 members 
Mstep: Class 50 contains 8650 members 
Mstep: Class 51 contains 1827 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64759440.000000 Penalty: 172573.890625
Iteration 113Q: 53 clusters Score -6.475944e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 9141 members 
Mstep: Class 3 contains 9397 members 
Mstep: Class 4 contains 27177 members 
Mstep: Class 5 contains 15582 members 
Mstep: Class 6 contains 7097 members 
Mstep: Class 7 contains 14790 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9021 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 17355 members 
Mstep: Class 14 contains 1622 members 
Mstep: Class 15 contains 34049 members 
Mstep: Class 16 contains 9874 members 
Mstep: Class 17 contains 2487 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 35436 members 
Mstep: Class 20 contains 15700 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 29352 members 
Mstep: Class 23 contains 39019 members 
Mstep: Class 24 contains 3621 members 
Mstep: Class 25 contains 3963 members 
Mstep: Class 26 contains 7426 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22677 members 
Mstep: Class 29 contains 3290 members 
Mstep: Class 30 contains 8437 members 
Mstep: Class 31 contains 8424 members 
Mstep: Class 32 contains 7727 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19195 members 
Mstep: Class 35 contains 20639 members 
Mstep: Class 36 contains 4459 members 
Mstep: Class 37 contains 21689 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16492 members 
Mstep: Class 40 contains 8647 members 
Mstep: Class 41 contains 15927 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90514 members 
Mstep: Class 44 contains 13759 members 
Mstep: Class 45 contains 1530 members 
Mstep: Class 46 contains 6857 members 
Mstep: Class 47 contains 11018 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33841 members 
Mstep: Class 50 contains 8651 members 
Mstep: Class 51 contains 1832 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64759644.000000 Penalty: 172573.890625
Iteration 114Q: 53 clusters Score -6.475964e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 9397 members 
Mstep: Class 4 contains 27183 members 
Mstep: Class 5 contains 15580 members 
Mstep: Class 6 contains 7100 members 
Mstep: Class 7 contains 14806 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9023 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6269 members 
Mstep: Class 13 contains 17361 members 
Mstep: Class 14 contains 1623 members 
Mstep: Class 15 contains 34048 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 2492 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 35266 members 
Mstep: Class 20 contains 15700 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 29340 members 
Mstep: Class 23 contains 38982 members 
Mstep: Class 24 contains 3625 members 
Mstep: Class 25 contains 3973 members 
Mstep: Class 26 contains 7429 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22677 members 
Mstep: Class 29 contains 3291 members 
Mstep: Class 30 contains 8427 members 
Mstep: Class 31 contains 8423 members 
Mstep: Class 32 contains 7735 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19194 members 
Mstep: Class 35 contains 20629 members 
Mstep: Class 36 contains 4454 members 
Mstep: Class 37 contains 21674 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16493 members 
Mstep: Class 40 contains 8648 members 
Mstep: Class 41 contains 15911 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90523 members 
Mstep: Class 44 contains 13760 members 
Mstep: Class 45 contains 1532 members 
Mstep: Class 46 contains 6852 members 
Mstep: Class 47 contains 11020 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33852 members 
Mstep: Class 50 contains 8649 members 
Mstep: Class 51 contains 1841 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64759688.000000 Penalty: 172573.890625
Iteration 115Q: 53 clusters Score -6.475969e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 9131 members 
Mstep: Class 3 contains 9396 members 
Mstep: Class 4 contains 27197 members 
Mstep: Class 5 contains 15576 members 
Mstep: Class 6 contains 7106 members 
Mstep: Class 7 contains 14814 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9023 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6266 members 
Mstep: Class 13 contains 17364 members 
Mstep: Class 14 contains 1624 members 
Mstep: Class 15 contains 34044 members 
Mstep: Class 16 contains 9867 members 
Mstep: Class 17 contains 2494 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 35072 members 
Mstep: Class 20 contains 15700 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 29327 members 
Mstep: Class 23 contains 38947 members 
Mstep: Class 24 contains 3628 members 
Mstep: Class 25 contains 3985 members 
Mstep: Class 26 contains 7430 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22671 members 
Mstep: Class 29 contains 3292 members 
Mstep: Class 30 contains 8421 members 
Mstep: Class 31 contains 8420 members 
Mstep: Class 32 contains 7743 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19195 members 
Mstep: Class 35 contains 20623 members 
Mstep: Class 36 contains 4453 members 
Mstep: Class 37 contains 21665 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16495 members 
Mstep: Class 40 contains 8652 members 
Mstep: Class 41 contains 15898 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90524 members 
Mstep: Class 44 contains 13759 members 
Mstep: Class 45 contains 1533 members 
Mstep: Class 46 contains 6850 members 
Mstep: Class 47 contains 11028 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33856 members 
Mstep: Class 50 contains 8650 members 
Mstep: Class 51 contains 1849 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64759780.000000 Penalty: 172573.890625
Iteration 116Q: 53 clusters Score -6.475978e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 9134 members 
Mstep: Class 3 contains 9393 members 
Mstep: Class 4 contains 27200 members 
Mstep: Class 5 contains 15574 members 
Mstep: Class 6 contains 7115 members 
Mstep: Class 7 contains 14822 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9023 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6264 members 
Mstep: Class 13 contains 17358 members 
Mstep: Class 14 contains 1624 members 
Mstep: Class 15 contains 34053 members 
Mstep: Class 16 contains 9865 members 
Mstep: Class 17 contains 2497 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 34852 members 
Mstep: Class 20 contains 15703 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 29318 members 
Mstep: Class 23 contains 38921 members 
Mstep: Class 24 contains 3634 members 
Mstep: Class 25 contains 3990 members 
Mstep: Class 26 contains 7428 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22656 members 
Mstep: Class 29 contains 3293 members 
Mstep: Class 30 contains 8416 members 
Mstep: Class 31 contains 8417 members 
Mstep: Class 32 contains 7752 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19197 members 
Mstep: Class 35 contains 20616 members 
Mstep: Class 36 contains 4453 members 
Mstep: Class 37 contains 21654 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16497 members 
Mstep: Class 40 contains 8654 members 
Mstep: Class 41 contains 15885 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90524 members 
Mstep: Class 44 contains 13763 members 
Mstep: Class 45 contains 1536 members 
Mstep: Class 46 contains 6843 members 
Mstep: Class 47 contains 11043 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33864 members 
Mstep: Class 50 contains 8650 members 
Mstep: Class 51 contains 1851 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64759888.000000 Penalty: 172573.890625
Iteration 117Q: 53 clusters Score -6.475989e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 9133 members 
Mstep: Class 3 contains 9393 members 
Mstep: Class 4 contains 27203 members 
Mstep: Class 5 contains 15574 members 
Mstep: Class 6 contains 7121 members 
Mstep: Class 7 contains 14824 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9025 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6257 members 
Mstep: Class 13 contains 17357 members 
Mstep: Class 14 contains 1625 members 
Mstep: Class 15 contains 34038 members 
Mstep: Class 16 contains 9866 members 
Mstep: Class 17 contains 2500 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 34678 members 
Mstep: Class 20 contains 15699 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 29302 members 
Mstep: Class 23 contains 38879 members 
Mstep: Class 24 contains 3632 members 
Mstep: Class 25 contains 4000 members 
Mstep: Class 26 contains 7427 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22652 members 
Mstep: Class 29 contains 3293 members 
Mstep: Class 30 contains 8412 members 
Mstep: Class 31 contains 8415 members 
Mstep: Class 32 contains 7759 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19195 members 
Mstep: Class 35 contains 20610 members 
Mstep: Class 36 contains 4452 members 
Mstep: Class 37 contains 21639 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16499 members 
Mstep: Class 40 contains 8653 members 
Mstep: Class 41 contains 15876 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90523 members 
Mstep: Class 44 contains 13767 members 
Mstep: Class 45 contains 1537 members 
Mstep: Class 46 contains 6833 members 
Mstep: Class 47 contains 11057 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33889 members 
Mstep: Class 50 contains 8648 members 
Mstep: Class 51 contains 1857 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64759824.000000 Penalty: 172573.890625
Iteration 118Q: 53 clusters Score -6.475982e+07 nChanged 549
Entering ConstructFrom: 
Score: -64759824.000000 Penalty: 172573.890625
Entering ConstructFrom: 
Trying to split cluster 1 (17334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Entering Unmasked Estep 
Score: -1896354.375000 Penalty: 2420.585449
	Iteration 0F: 2 clusters Score -1896354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1883953.750000 Penalty: 4841.170898
	Iteration 0F: 3 clusters Score -1883954 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1888022.625000 Penalty: 4841.170898
	Iteration 1F: 3 clusters Score -1888023 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1888374.750000 Penalty: 4841.170898
	Iteration 2F: 3 clusters Score -1888375 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1888642.375000 Penalty: 4841.170898
	Iteration 3Q: 3 clusters Score -1888642 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1888911.125000 Penalty: 4841.170898
	Iteration 4Q: 3 clusters Score -1888911 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1889190.250000 Penalty: 4841.170898
	Iteration 5Q: 3 clusters Score -1889190 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1889521.125000 Penalty: 4841.170898
	Iteration 6Q: 3 clusters Score -1889521 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1889981.500000 Penalty: 4841.170898
	Iteration 7Q: 3 clusters Score -1889982 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1890530.875000 Penalty: 4841.170898
	Iteration 8F: 3 clusters Score -1890531 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1891128.500000 Penalty: 4841.170898
	Iteration 9F: 3 clusters Score -1891128 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1891732.625000 Penalty: 4841.170898
	Iteration 10F: 3 clusters Score -1891733 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1892273.625000 Penalty: 4841.170898
	Iteration 11F: 3 clusters Score -1892274 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1892670.875000 Penalty: 4841.170898
	Iteration 12Q: 3 clusters Score -1892671 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1893003.750000 Penalty: 4841.170898
	Iteration 13Q: 3 clusters Score -1893004 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1893264.625000 Penalty: 4841.170898
	Iteration 14Q: 3 clusters Score -1893265 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1893470.875000 Penalty: 4841.170898
	Iteration 15Q: 3 clusters Score -1893471 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1893629.125000 Penalty: 4841.170898
	Iteration 16Q: 3 clusters Score -1893629 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1893749.625000 Penalty: 4841.170898
	Iteration 17Q: 3 clusters Score -1893750 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1893842.125000 Penalty: 4841.170898
	Iteration 18Q: 3 clusters Score -1893842 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1893948.875000 Penalty: 4841.170898
	Iteration 19Q: 3 clusters Score -1893949 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1894046.750000 Penalty: 4841.170898
	Iteration 20F: 3 clusters Score -1894047 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1894128.625000 Penalty: 4841.170898
	Iteration 21Q: 3 clusters Score -1894129 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1894180.875000 Penalty: 4841.170898
	Iteration 22Q: 3 clusters Score -1894181 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1894225.125000 Penalty: 4841.170898
	Iteration 23Q: 3 clusters Score -1894225 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1894257.125000 Penalty: 4841.170898
	Iteration 24Q: 3 clusters Score -1894257 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1894280.000000 Penalty: 4841.170898
	Iteration 25Q: 3 clusters Score -1894280 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1894314.125000 Penalty: 4841.170898
	Iteration 26Q: 3 clusters Score -1894314 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1894333.125000 Penalty: 4841.170898
	Iteration 27Q: 3 clusters Score -1894333 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1894353.250000 Penalty: 4841.170898
	Iteration 28Q: 3 clusters Score -1894353 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1894372.375000 Penalty: 4841.170898
	Iteration 29Q: 3 clusters Score -1894372 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1894388.625000 Penalty: 4841.170898
	Iteration 30Q: 3 clusters Score -1894389 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1894410.250000 Penalty: 4841.170898
	Iteration 31Q: 3 clusters Score -1894410 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1894422.375000 Penalty: 4841.170898
	Iteration 32Q: 3 clusters Score -1894422 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1894437.125000 Penalty: 4841.170898
	Iteration 33Q: 3 clusters Score -1894437 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1894452.375000 Penalty: 4841.170898
	Iteration 34Q: 3 clusters Score -1894452 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1894469.375000 Penalty: 4841.170898
	Iteration 35Q: 3 clusters Score -1894469 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1894480.250000 Penalty: 4841.170898
	Iteration 36Q: 3 clusters Score -1894480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1894492.750000 Penalty: 4841.170898
	Iteration 37Q: 3 clusters Score -1894493 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1894511.000000 Penalty: 4841.170898
	Iteration 38Q: 3 clusters Score -1894511 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1894522.000000 Penalty: 4841.170898
	Iteration 39Q: 3 clusters Score -1894522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1894537.625000 Penalty: 4841.170898
	Iteration 40F: 3 clusters Score -1894538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1894546.625000 Penalty: 4841.170898
	Iteration 41Q: 3 clusters Score -1894547 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1894559.750000 Penalty: 4841.170898
	Iteration 42Q: 3 clusters Score -1894560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1894564.750000 Penalty: 4841.170898
	Iteration 43Q: 3 clusters Score -1894565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1894569.375000 Penalty: 4841.170898
	Iteration 44Q: 3 clusters Score -1894569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1894576.375000 Penalty: 4841.170898
	Iteration 45Q: 3 clusters Score -1894576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1894581.375000 Penalty: 4841.170898
	Iteration 46Q: 3 clusters Score -1894581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1894588.000000 Penalty: 4841.170898
	Iteration 47Q: 3 clusters Score -1894588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1894590.875000 Penalty: 4841.170898
	Iteration 48Q: 3 clusters Score -1894591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1894595.250000 Penalty: 4841.170898
	Iteration 49Q: 3 clusters Score -1894595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1894600.875000 Penalty: 4841.170898
	Iteration 50Q: 3 clusters Score -1894601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1894600.625000 Penalty: 4841.170898
	Iteration 51Q: 3 clusters Score -1894601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1894603.125000 Penalty: 4841.170898
	Iteration 52Q: 3 clusters Score -1894603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1894605.625000 Penalty: 4841.170898
	Iteration 53Q: 3 clusters Score -1894606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1894606.750000 Penalty: 4841.170898
	Iteration 54Q: 3 clusters Score -1894607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1894613.375000 Penalty: 4841.170898
	Iteration 55Q: 3 clusters Score -1894613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1894612.875000 Penalty: 4841.170898
	Iteration 56Q: 3 clusters Score -1894613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1894611.000000 Penalty: 4841.170898
	Iteration 57Q: 3 clusters Score -1894611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1894613.250000 Penalty: 4841.170898
	Iteration 58Q: 3 clusters Score -1894613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1894614.500000 Penalty: 4841.170898
	Iteration 59Q: 3 clusters Score -1894614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1894614.500000 Penalty: 4841.170898
	Iteration 60F: 3 clusters Score -1894614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Entering Unmasked Estep 
Score: -724133.062500 Penalty: 2261.510010
	Iteration 0F: 2 clusters Score -724133.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -717014.125000 Penalty: 4523.020020
	Iteration 0F: 3 clusters Score -717014.1 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -719188.687500 Penalty: 4523.020020
	Iteration 1F: 3 clusters Score -719188.7 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -719676.500000 Penalty: 4523.020020
	Iteration 2F: 3 clusters Score -719676.5 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -720136.625000 Penalty: 4523.020020
	Iteration 3F: 3 clusters Score -720136.6 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -720556.125000 Penalty: 4523.020020
	Iteration 4F: 3 clusters Score -720556.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -720933.500000 Penalty: 4523.020020
	Iteration 5F: 3 clusters Score -720933.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -721223.937500 Penalty: 4523.020020
	Iteration 6Q: 3 clusters Score -721223.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -721451.812500 Penalty: 4523.020020
	Iteration 7Q: 3 clusters Score -721451.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -721676.000000 Penalty: 4523.020020
	Iteration 8Q: 3 clusters Score -721676 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -721877.437500 Penalty: 4523.020020
	Iteration 9Q: 3 clusters Score -721877.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -722067.562500 Penalty: 4523.020020
	Iteration 10Q: 3 clusters Score -722067.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -722206.375000 Penalty: 4523.020020
	Iteration 11Q: 3 clusters Score -722206.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -722321.312500 Penalty: 4523.020020
	Iteration 12Q: 3 clusters Score -722321.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -722421.000000 Penalty: 4523.020020
	Iteration 13Q: 3 clusters Score -722421 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -722496.312500 Penalty: 4523.020020
	Iteration 14Q: 3 clusters Score -722496.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -722548.312500 Penalty: 4523.020020
	Iteration 15Q: 3 clusters Score -722548.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -722594.500000 Penalty: 4523.020020
	Iteration 16Q: 3 clusters Score -722594.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -722629.000000 Penalty: 4523.020020
	Iteration 17Q: 3 clusters Score -722629 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -722653.437500 Penalty: 4523.020020
	Iteration 18Q: 3 clusters Score -722653.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -722672.187500 Penalty: 4523.020020
	Iteration 19Q: 3 clusters Score -722672.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -722686.500000 Penalty: 4523.020020
	Iteration 20F: 3 clusters Score -722686.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -722699.250000 Penalty: 4523.020020
	Iteration 21Q: 3 clusters Score -722699.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -722709.437500 Penalty: 4523.020020
	Iteration 22Q: 3 clusters Score -722709.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -722717.125000 Penalty: 4523.020020
	Iteration 23Q: 3 clusters Score -722717.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -722728.875000 Penalty: 4523.020020
	Iteration 24Q: 3 clusters Score -722728.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -722735.062500 Penalty: 4523.020020
	Iteration 25Q: 3 clusters Score -722735.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -722743.250000 Penalty: 4523.020020
	Iteration 26Q: 3 clusters Score -722743.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -722745.437500 Penalty: 4523.020020
	Iteration 27Q: 3 clusters Score -722745.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -722748.750000 Penalty: 4523.020020
	Iteration 28Q: 3 clusters Score -722748.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -722750.125000 Penalty: 4523.020020
	Iteration 29Q: 3 clusters Score -722750.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -722751.062500 Penalty: 4523.020020
	Iteration 30Q: 3 clusters Score -722751.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -722756.500000 Penalty: 4523.020020
	Iteration 31Q: 3 clusters Score -722756.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -722760.750000 Penalty: 4523.020020
	Iteration 32Q: 3 clusters Score -722760.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -722764.562500 Penalty: 4523.020020
	Iteration 33Q: 3 clusters Score -722764.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -722765.812500 Penalty: 4523.020020
	Iteration 34Q: 3 clusters Score -722765.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -722769.437500 Penalty: 4523.020020
	Iteration 35Q: 3 clusters Score -722769.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -722773.437500 Penalty: 4523.020020
	Iteration 36Q: 3 clusters Score -722773.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -722775.187500 Penalty: 4523.020020
	Iteration 37Q: 3 clusters Score -722775.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -722780.937500 Penalty: 4523.020020
	Iteration 38Q: 3 clusters Score -722780.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -722780.812500 Penalty: 4523.020020
	Iteration 39Q: 3 clusters Score -722780.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -722783.312500 Penalty: 4523.020020
	Iteration 40F: 3 clusters Score -722783.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -722786.437500 Penalty: 4523.020020
	Iteration 41Q: 3 clusters Score -722786.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -722788.875000 Penalty: 4523.020020
	Iteration 42Q: 3 clusters Score -722788.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -722792.750000 Penalty: 4523.020020
	Iteration 43Q: 3 clusters Score -722792.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -722792.312500 Penalty: 4523.020020
	Iteration 44Q: 3 clusters Score -722792.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -722794.625000 Penalty: 4523.020020
	Iteration 45Q: 3 clusters Score -722794.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -722794.625000 Penalty: 4523.020020
	Iteration 46Q: 3 clusters Score -722794.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -722797.312500 Penalty: 4523.020020
	Iteration 47Q: 3 clusters Score -722797.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -722797.375000 Penalty: 4523.020020
	Iteration 48Q: 3 clusters Score -722797.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -722797.687500 Penalty: 4523.020020
	Iteration 49Q: 3 clusters Score -722797.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -722798.062500 Penalty: 4523.020020
	Iteration 50Q: 3 clusters Score -722798.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -722798.812500 Penalty: 4523.020020
	Iteration 51Q: 3 clusters Score -722798.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -722797.500000 Penalty: 4523.020020
	Iteration 52Q: 3 clusters Score -722797.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -722799.562500 Penalty: 4523.020020
	Iteration 53Q: 3 clusters Score -722799.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -722799.062500 Penalty: 4523.020020
	Iteration 54Q: 3 clusters Score -722799.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -722801.062500 Penalty: 4523.020020
	Iteration 55Q: 3 clusters Score -722801.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -722800.437500 Penalty: 4523.020020
	Iteration 56Q: 3 clusters Score -722800.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -722800.187500 Penalty: 4523.020020
	Iteration 57Q: 3 clusters Score -722800.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -722799.875000 Penalty: 4523.020020
	Iteration 58Q: 3 clusters Score -722799.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -722800.437500 Penalty: 4523.020020
	Iteration 59Q: 3 clusters Score -722800.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -722800.437500 Penalty: 4523.020020
	Iteration 60F: 3 clusters Score -722800.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -1002134.562500 Penalty: 2268.634766
	Iteration 0F: 2 clusters Score -1002135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -994845.375000 Penalty: 4537.269531
	Iteration 0F: 3 clusters Score -994845.4 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -997102.437500 Penalty: 4537.269531
	Iteration 1F: 3 clusters Score -997102.4 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -997569.062500 Penalty: 4537.269531
	Iteration 2F: 3 clusters Score -997569.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -997907.000000 Penalty: 4537.269531
	Iteration 3F: 3 clusters Score -997907 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -998185.437500 Penalty: 4537.269531
	Iteration 4F: 3 clusters Score -998185.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -998404.812500 Penalty: 4537.269531
	Iteration 5Q: 3 clusters Score -998404.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -998616.500000 Penalty: 4537.269531
	Iteration 6Q: 3 clusters Score -998616.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -998808.937500 Penalty: 4537.269531
	Iteration 7Q: 3 clusters Score -998808.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -998975.937500 Penalty: 4537.269531
	Iteration 8Q: 3 clusters Score -998975.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -999144.875000 Penalty: 4537.269531
	Iteration 9Q: 3 clusters Score -999144.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -999292.250000 Penalty: 4537.269531
	Iteration 10Q: 3 clusters Score -999292.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -999438.937500 Penalty: 4537.269531
	Iteration 11Q: 3 clusters Score -999438.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -999560.000000 Penalty: 4537.269531
	Iteration 12Q: 3 clusters Score -999560 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -999643.250000 Penalty: 4537.269531
	Iteration 13Q: 3 clusters Score -999643.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -999713.125000 Penalty: 4537.269531
	Iteration 14Q: 3 clusters Score -999713.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -999781.062500 Penalty: 4537.269531
	Iteration 15Q: 3 clusters Score -999781.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -999855.375000 Penalty: 4537.269531
	Iteration 16Q: 3 clusters Score -999855.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -999923.000000 Penalty: 4537.269531
	Iteration 17Q: 3 clusters Score -999923 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -999992.187500 Penalty: 4537.269531
	Iteration 18Q: 3 clusters Score -999992.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1000045.250000 Penalty: 4537.269531
	Iteration 19Q: 3 clusters Score -1000045 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1000100.375000 Penalty: 4537.269531
	Iteration 20F: 3 clusters Score -1000100 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1000148.437500 Penalty: 4537.269531
	Iteration 21Q: 3 clusters Score -1000148 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1000206.750000 Penalty: 4537.269531
	Iteration 22Q: 3 clusters Score -1000207 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1000258.250000 Penalty: 4537.269531
	Iteration 23Q: 3 clusters Score -1000258 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1000309.687500 Penalty: 4537.269531
	Iteration 24Q: 3 clusters Score -1000310 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1000364.812500 Penalty: 4537.269531
	Iteration 25Q: 3 clusters Score -1000365 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1000420.312500 Penalty: 4537.269531
	Iteration 26Q: 3 clusters Score -1000420 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1000465.875000 Penalty: 4537.269531
	Iteration 27Q: 3 clusters Score -1000466 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1000505.437500 Penalty: 4537.269531
	Iteration 28Q: 3 clusters Score -1000505 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1000554.125000 Penalty: 4537.269531
	Iteration 29Q: 3 clusters Score -1000554 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1000592.562500 Penalty: 4537.269531
	Iteration 30Q: 3 clusters Score -1000593 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1000622.187500 Penalty: 4537.269531
	Iteration 31Q: 3 clusters Score -1000622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1000640.875000 Penalty: 4537.269531
	Iteration 32Q: 3 clusters Score -1000641 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1000658.125000 Penalty: 4537.269531
	Iteration 33Q: 3 clusters Score -1000658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1000675.187500 Penalty: 4537.269531
	Iteration 34Q: 3 clusters Score -1000675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1000691.187500 Penalty: 4537.269531
	Iteration 35Q: 3 clusters Score -1000691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1000701.937500 Penalty: 4537.269531
	Iteration 36Q: 3 clusters Score -1000702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1000709.687500 Penalty: 4537.269531
	Iteration 37Q: 3 clusters Score -1000710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1000723.937500 Penalty: 4537.269531
	Iteration 38Q: 3 clusters Score -1000724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1000730.875000 Penalty: 4537.269531
	Iteration 39Q: 3 clusters Score -1000731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1000740.062500 Penalty: 4537.269531
	Iteration 40F: 3 clusters Score -1000740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1000748.500000 Penalty: 4537.269531
	Iteration 41Q: 3 clusters Score -1000748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1000752.750000 Penalty: 4537.269531
	Iteration 42Q: 3 clusters Score -1000753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1000752.750000 Penalty: 4537.269531
	Iteration 43F: 3 clusters Score -1000753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Entering Unmasked Estep 
Score: -2990021.250000 Penalty: 2532.375977
	Iteration 0F: 2 clusters Score -2990021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2971293.750000 Penalty: 5064.751953
	Iteration 0F: 3 clusters Score -2971294 nChanged 12185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2977706.250000 Penalty: 5064.751953
	Iteration 1F: 3 clusters Score -2977706 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2978136.250000 Penalty: 5064.751953
	Iteration 2Q: 3 clusters Score -2978136 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2978503.000000 Penalty: 5064.751953
	Iteration 3Q: 3 clusters Score -2978503 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -2978822.750000 Penalty: 5064.751953
	Iteration 4Q: 3 clusters Score -2978823 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2979117.250000 Penalty: 5064.751953
	Iteration 5Q: 3 clusters Score -2979117 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -2979428.000000 Penalty: 5064.751953
	Iteration 6Q: 3 clusters Score -2979428 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2979724.250000 Penalty: 5064.751953
	Iteration 7Q: 3 clusters Score -2979724 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2980020.750000 Penalty: 5064.751953
	Iteration 8Q: 3 clusters Score -2980021 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2980339.750000 Penalty: 5064.751953
	Iteration 9Q: 3 clusters Score -2980340 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2980597.500000 Penalty: 5064.751953
	Iteration 10Q: 3 clusters Score -2980598 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -2980876.250000 Penalty: 5064.751953
	Iteration 11Q: 3 clusters Score -2980876 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2981107.000000 Penalty: 5064.751953
	Iteration 12Q: 3 clusters Score -2981107 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2981349.750000 Penalty: 5064.751953
	Iteration 13Q: 3 clusters Score -2981350 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2981531.250000 Penalty: 5064.751953
	Iteration 14Q: 3 clusters Score -2981531 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2981723.500000 Penalty: 5064.751953
	Iteration 15Q: 3 clusters Score -2981724 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2981902.000000 Penalty: 5064.751953
	Iteration 16Q: 3 clusters Score -2981902 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2982061.500000 Penalty: 5064.751953
	Iteration 17Q: 3 clusters Score -2982062 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2982201.500000 Penalty: 5064.751953
	Iteration 18Q: 3 clusters Score -2982202 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2982375.250000 Penalty: 5064.751953
	Iteration 19Q: 3 clusters Score -2982375 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2982534.500000 Penalty: 5064.751953
	Iteration 20F: 3 clusters Score -2982534 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2982675.000000 Penalty: 5064.751953
	Iteration 21Q: 3 clusters Score -2982675 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2982845.250000 Penalty: 5064.751953
	Iteration 22Q: 3 clusters Score -2982845 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2983041.500000 Penalty: 5064.751953
	Iteration 23Q: 3 clusters Score -2983042 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2983234.000000 Penalty: 5064.751953
	Iteration 24Q: 3 clusters Score -2983234 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -2983476.000000 Penalty: 5064.751953
	Iteration 25Q: 3 clusters Score -2983476 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2983706.250000 Penalty: 5064.751953
	Iteration 26Q: 3 clusters Score -2983706 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2983996.500000 Penalty: 5064.751953
	Iteration 27Q: 3 clusters Score -2983996 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2984357.000000 Penalty: 5064.751953
	Iteration 28Q: 3 clusters Score -2984357 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2984711.250000 Penalty: 5064.751953
	Iteration 29Q: 3 clusters Score -2984711 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2985057.250000 Penalty: 5064.751953
	Iteration 30Q: 3 clusters Score -2985057 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2985351.250000 Penalty: 5064.751953
	Iteration 31Q: 3 clusters Score -2985351 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2985614.000000 Penalty: 5064.751953
	Iteration 32Q: 3 clusters Score -2985614 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2985824.000000 Penalty: 5064.751953
	Iteration 33Q: 3 clusters Score -2985824 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2986014.500000 Penalty: 5064.751953
	Iteration 34Q: 3 clusters Score -2986014 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -2986166.250000 Penalty: 5064.751953
	Iteration 35Q: 3 clusters Score -2986166 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2986326.500000 Penalty: 5064.751953
	Iteration 36Q: 3 clusters Score -2986326 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2986484.750000 Penalty: 5064.751953
	Iteration 37Q: 3 clusters Score -2986485 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2986591.750000 Penalty: 5064.751953
	Iteration 38Q: 3 clusters Score -2986592 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2986701.750000 Penalty: 5064.751953
	Iteration 39Q: 3 clusters Score -2986702 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2986801.250000 Penalty: 5064.751953
	Iteration 40F: 3 clusters Score -2986801 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2986920.250000 Penalty: 5064.751953
	Iteration 41Q: 3 clusters Score -2986920 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2987013.500000 Penalty: 5064.751953
	Iteration 42Q: 3 clusters Score -2987014 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2987095.750000 Penalty: 5064.751953
	Iteration 43Q: 3 clusters Score -2987096 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2987172.250000 Penalty: 5064.751953
	Iteration 44Q: 3 clusters Score -2987172 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2987240.000000 Penalty: 5064.751953
	Iteration 45Q: 3 clusters Score -2987240 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2987315.000000 Penalty: 5064.751953
	Iteration 46Q: 3 clusters Score -2987315 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2987390.250000 Penalty: 5064.751953
	Iteration 47Q: 3 clusters Score -2987390 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2987467.750000 Penalty: 5064.751953
	Iteration 48Q: 3 clusters Score -2987468 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2987547.000000 Penalty: 5064.751953
	Iteration 49Q: 3 clusters Score -2987547 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2987604.000000 Penalty: 5064.751953
	Iteration 50Q: 3 clusters Score -2987604 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2987643.750000 Penalty: 5064.751953
	Iteration 51Q: 3 clusters Score -2987644 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2987674.250000 Penalty: 5064.751953
	Iteration 52Q: 3 clusters Score -2987674 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2987691.250000 Penalty: 5064.751953
	Iteration 53Q: 3 clusters Score -2987691 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2987699.000000 Penalty: 5064.751953
	Iteration 54Q: 3 clusters Score -2987699 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2987714.250000 Penalty: 5064.751953
	Iteration 55Q: 3 clusters Score -2987714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2987719.250000 Penalty: 5064.751953
	Iteration 56Q: 3 clusters Score -2987719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2987732.000000 Penalty: 5064.751953
	Iteration 57Q: 3 clusters Score -2987732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2987732.250000 Penalty: 5064.751953
	Iteration 58Q: 3 clusters Score -2987732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2987741.000000 Penalty: 5064.751953
	Iteration 59Q: 3 clusters Score -2987741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2987744.500000 Penalty: 5064.751953
	Iteration 60F: 3 clusters Score -2987744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2987748.750000 Penalty: 5064.751953
	Iteration 61Q: 3 clusters Score -2987749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2987751.250000 Penalty: 5064.751953
	Iteration 62Q: 3 clusters Score -2987751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2987749.000000 Penalty: 5064.751953
	Iteration 63Q: 3 clusters Score -2987749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2987753.000000 Penalty: 5064.751953
	Iteration 64Q: 3 clusters Score -2987753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2987755.750000 Penalty: 5064.751953
	Iteration 65Q: 3 clusters Score -2987756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2987769.750000 Penalty: 5064.751953
	Iteration 66Q: 3 clusters Score -2987770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2987783.000000 Penalty: 5064.751953
	Iteration 67Q: 3 clusters Score -2987783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2987790.750000 Penalty: 5064.751953
	Iteration 68Q: 3 clusters Score -2987791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2987795.750000 Penalty: 5064.751953
	Iteration 69Q: 3 clusters Score -2987796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2987797.750000 Penalty: 5064.751953
	Iteration 70Q: 3 clusters Score -2987798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2987801.750000 Penalty: 5064.751953
	Iteration 71Q: 3 clusters Score -2987802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2987807.250000 Penalty: 5064.751953
	Iteration 72Q: 3 clusters Score -2987807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2987808.500000 Penalty: 5064.751953
	Iteration 73Q: 3 clusters Score -2987808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2987810.500000 Penalty: 5064.751953
	Iteration 74Q: 3 clusters Score -2987810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2987812.750000 Penalty: 5064.751953
	Iteration 75Q: 3 clusters Score -2987813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2987819.000000 Penalty: 5064.751953
	Iteration 76Q: 3 clusters Score -2987819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2987819.250000 Penalty: 5064.751953
	Iteration 77Q: 3 clusters Score -2987819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2987824.750000 Penalty: 5064.751953
	Iteration 78Q: 3 clusters Score -2987825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2987826.500000 Penalty: 5064.751953
	Iteration 79Q: 3 clusters Score -2987826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2987828.750000 Penalty: 5064.751953
	Iteration 80F: 3 clusters Score -2987829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2987827.000000 Penalty: 5064.751953
	Iteration 81Q: 3 clusters Score -2987827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2987826.500000 Penalty: 5064.751953
	Iteration 82Q: 3 clusters Score -2987826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2987831.250000 Penalty: 5064.751953
	Iteration 83Q: 3 clusters Score -2987831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2987831.250000 Penalty: 5064.751953
	Iteration 84F: 3 clusters Score -2987831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Entering Unmasked Estep 
Score: -1670631.125000 Penalty: 2394.048828
	Iteration 0F: 2 clusters Score -1670631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1659513.375000 Penalty: 4788.097656
	Iteration 0F: 3 clusters Score -1659513 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1663218.375000 Penalty: 4788.097656
	Iteration 1F: 3 clusters Score -1663218 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1663737.625000 Penalty: 4788.097656
	Iteration 2F: 3 clusters Score -1663738 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1664240.250000 Penalty: 4788.097656
	Iteration 3F: 3 clusters Score -1664240 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1664728.125000 Penalty: 4788.097656
	Iteration 4F: 3 clusters Score -1664728 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1665225.750000 Penalty: 4788.097656
	Iteration 5Q: 3 clusters Score -1665226 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1665713.125000 Penalty: 4788.097656
	Iteration 6Q: 3 clusters Score -1665713 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1666162.875000 Penalty: 4788.097656
	Iteration 7Q: 3 clusters Score -1666163 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1666603.000000 Penalty: 4788.097656
	Iteration 8Q: 3 clusters Score -1666603 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1667009.375000 Penalty: 4788.097656
	Iteration 9Q: 3 clusters Score -1667009 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1667384.500000 Penalty: 4788.097656
	Iteration 10Q: 3 clusters Score -1667384 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1667735.500000 Penalty: 4788.097656
	Iteration 11Q: 3 clusters Score -1667736 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1668038.125000 Penalty: 4788.097656
	Iteration 12Q: 3 clusters Score -1668038 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1668233.500000 Penalty: 4788.097656
	Iteration 13Q: 3 clusters Score -1668234 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1668380.500000 Penalty: 4788.097656
	Iteration 14Q: 3 clusters Score -1668380 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1668505.875000 Penalty: 4788.097656
	Iteration 15Q: 3 clusters Score -1668506 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1668603.250000 Penalty: 4788.097656
	Iteration 16Q: 3 clusters Score -1668603 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1668720.750000 Penalty: 4788.097656
	Iteration 17Q: 3 clusters Score -1668721 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1668844.750000 Penalty: 4788.097656
	Iteration 18Q: 3 clusters Score -1668845 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1668959.250000 Penalty: 4788.097656
	Iteration 19Q: 3 clusters Score -1668959 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1669041.875000 Penalty: 4788.097656
	Iteration 20F: 3 clusters Score -1669042 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1669090.625000 Penalty: 4788.097656
	Iteration 21Q: 3 clusters Score -1669091 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1669139.625000 Penalty: 4788.097656
	Iteration 22Q: 3 clusters Score -1669140 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1669163.500000 Penalty: 4788.097656
	Iteration 23Q: 3 clusters Score -1669164 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1669180.500000 Penalty: 4788.097656
	Iteration 24Q: 3 clusters Score -1669180 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1669199.625000 Penalty: 4788.097656
	Iteration 25Q: 3 clusters Score -1669200 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1669211.375000 Penalty: 4788.097656
	Iteration 26Q: 3 clusters Score -1669211 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1669215.125000 Penalty: 4788.097656
	Iteration 27Q: 3 clusters Score -1669215 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1669224.000000 Penalty: 4788.097656
	Iteration 28Q: 3 clusters Score -1669224 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1669228.375000 Penalty: 4788.097656
	Iteration 29Q: 3 clusters Score -1669228 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1669233.000000 Penalty: 4788.097656
	Iteration 30Q: 3 clusters Score -1669233 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1669242.500000 Penalty: 4788.097656
	Iteration 31Q: 3 clusters Score -1669242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1669247.375000 Penalty: 4788.097656
	Iteration 32Q: 3 clusters Score -1669247 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1669256.625000 Penalty: 4788.097656
	Iteration 33Q: 3 clusters Score -1669257 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1669258.250000 Penalty: 4788.097656
	Iteration 34Q: 3 clusters Score -1669258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1669260.000000 Penalty: 4788.097656
	Iteration 35Q: 3 clusters Score -1669260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1669262.250000 Penalty: 4788.097656
	Iteration 36Q: 3 clusters Score -1669262 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1669265.500000 Penalty: 4788.097656
	Iteration 37Q: 3 clusters Score -1669266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1669266.000000 Penalty: 4788.097656
	Iteration 38Q: 3 clusters Score -1669266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1669270.000000 Penalty: 4788.097656
	Iteration 39Q: 3 clusters Score -1669270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1669273.750000 Penalty: 4788.097656
	Iteration 40F: 3 clusters Score -1669274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1669275.250000 Penalty: 4788.097656
	Iteration 41Q: 3 clusters Score -1669275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1669275.125000 Penalty: 4788.097656
	Iteration 42Q: 3 clusters Score -1669275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1669281.500000 Penalty: 4788.097656
	Iteration 43Q: 3 clusters Score -1669282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1669279.875000 Penalty: 4788.097656
	Iteration 44Q: 3 clusters Score -1669280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1669279.125000 Penalty: 4788.097656
	Iteration 45Q: 3 clusters Score -1669279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1669278.625000 Penalty: 4788.097656
	Iteration 46Q: 3 clusters Score -1669279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1669278.750000 Penalty: 4788.097656
	Iteration 47Q: 3 clusters Score -1669279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1669283.875000 Penalty: 4788.097656
	Iteration 48Q: 3 clusters Score -1669284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1669283.125000 Penalty: 4788.097656
	Iteration 49Q: 3 clusters Score -1669283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1669280.750000 Penalty: 4788.097656
	Iteration 50Q: 3 clusters Score -1669281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1669281.875000 Penalty: 4788.097656
	Iteration 51Q: 3 clusters Score -1669282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1669281.500000 Penalty: 4788.097656
	Iteration 52Q: 3 clusters Score -1669282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1669279.875000 Penalty: 4788.097656
	Iteration 53Q: 3 clusters Score -1669280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1669278.750000 Penalty: 4788.097656
	Iteration 54Q: 3 clusters Score -1669279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1669279.500000 Penalty: 4788.097656
	Iteration 55Q: 3 clusters Score -1669280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1669278.250000 Penalty: 4788.097656
	Iteration 56Q: 3 clusters Score -1669278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1669281.000000 Penalty: 4788.097656
	Iteration 57Q: 3 clusters Score -1669281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1669284.125000 Penalty: 4788.097656
	Iteration 58Q: 3 clusters Score -1669284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1669283.750000 Penalty: 4788.097656
	Iteration 59Q: 3 clusters Score -1669284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1669285.125000 Penalty: 4788.097656
	Iteration 60F: 3 clusters Score -1669285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1669285.125000 Penalty: 4788.097656
	Iteration 61Q: 3 clusters Score -1669285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1669285.500000 Penalty: 4788.097656
	Iteration 62Q: 3 clusters Score -1669286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1669284.125000 Penalty: 4788.097656
	Iteration 63Q: 3 clusters Score -1669284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1669283.000000 Penalty: 4788.097656
	Iteration 64Q: 3 clusters Score -1669283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1669282.875000 Penalty: 4788.097656
	Iteration 65Q: 3 clusters Score -1669283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1669282.875000 Penalty: 4788.097656
	Iteration 66F: 3 clusters Score -1669283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Entering Unmasked Estep 
Score: -644056.375000 Penalty: 2200.028809
	Iteration 0F: 2 clusters Score -644056.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -638173.187500 Penalty: 4400.057617
	Iteration 0F: 3 clusters Score -638173.2 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -639840.125000 Penalty: 4400.057617
	Iteration 1F: 3 clusters Score -639840.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -640190.750000 Penalty: 4400.057617
	Iteration 2F: 3 clusters Score -640190.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -640448.000000 Penalty: 4400.057617
	Iteration 3F: 3 clusters Score -640448 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -640649.812500 Penalty: 4400.057617
	Iteration 4Q: 3 clusters Score -640649.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -640825.812500 Penalty: 4400.057617
	Iteration 5Q: 3 clusters Score -640825.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -641003.000000 Penalty: 4400.057617
	Iteration 6Q: 3 clusters Score -641003 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -641166.312500 Penalty: 4400.057617
	Iteration 7Q: 3 clusters Score -641166.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -641299.312500 Penalty: 4400.057617
	Iteration 8Q: 3 clusters Score -641299.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -641441.375000 Penalty: 4400.057617
	Iteration 9Q: 3 clusters Score -641441.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -641577.687500 Penalty: 4400.057617
	Iteration 10Q: 3 clusters Score -641577.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -641708.750000 Penalty: 4400.057617
	Iteration 11Q: 3 clusters Score -641708.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -641827.312500 Penalty: 4400.057617
	Iteration 12Q: 3 clusters Score -641827.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -641954.437500 Penalty: 4400.057617
	Iteration 13Q: 3 clusters Score -641954.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -642076.687500 Penalty: 4400.057617
	Iteration 14Q: 3 clusters Score -642076.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -642177.625000 Penalty: 4400.057617
	Iteration 15Q: 3 clusters Score -642177.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -642253.937500 Penalty: 4400.057617
	Iteration 16Q: 3 clusters Score -642253.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -642301.625000 Penalty: 4400.057617
	Iteration 17Q: 3 clusters Score -642301.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -642340.812500 Penalty: 4400.057617
	Iteration 18Q: 3 clusters Score -642340.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -642371.125000 Penalty: 4400.057617
	Iteration 19Q: 3 clusters Score -642371.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -642386.500000 Penalty: 4400.057617
	Iteration 20F: 3 clusters Score -642386.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -642398.062500 Penalty: 4400.057617
	Iteration 21Q: 3 clusters Score -642398.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -642413.125000 Penalty: 4400.057617
	Iteration 22Q: 3 clusters Score -642413.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -642421.187500 Penalty: 4400.057617
	Iteration 23Q: 3 clusters Score -642421.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -642428.500000 Penalty: 4400.057617
	Iteration 24Q: 3 clusters Score -642428.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -642434.562500 Penalty: 4400.057617
	Iteration 25Q: 3 clusters Score -642434.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -642437.937500 Penalty: 4400.057617
	Iteration 26Q: 3 clusters Score -642437.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -642439.187500 Penalty: 4400.057617
	Iteration 27Q: 3 clusters Score -642439.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -642439.562500 Penalty: 4400.057617
	Iteration 28Q: 3 clusters Score -642439.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -642442.562500 Penalty: 4400.057617
	Iteration 29Q: 3 clusters Score -642442.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -642443.312500 Penalty: 4400.057617
	Iteration 30Q: 3 clusters Score -642443.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -642445.187500 Penalty: 4400.057617
	Iteration 31Q: 3 clusters Score -642445.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -642443.687500 Penalty: 4400.057617
	Iteration 32Q: 3 clusters Score -642443.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -642443.875000 Penalty: 4400.057617
	Iteration 33Q: 3 clusters Score -642443.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -642444.437500 Penalty: 4400.057617
	Iteration 34Q: 3 clusters Score -642444.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -642445.625000 Penalty: 4400.057617
	Iteration 35Q: 3 clusters Score -642445.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -642446.937500 Penalty: 4400.057617
	Iteration 36Q: 3 clusters Score -642446.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -642446.937500 Penalty: 4400.057617
	Iteration 37Q: 3 clusters Score -642446.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -642449.000000 Penalty: 4400.057617
	Iteration 38Q: 3 clusters Score -642449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -642449.562500 Penalty: 4400.057617
	Iteration 39Q: 3 clusters Score -642449.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -642450.937500 Penalty: 4400.057617
	Iteration 40F: 3 clusters Score -642450.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -642450.062500 Penalty: 4400.057617
	Iteration 41Q: 3 clusters Score -642450.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -642451.437500 Penalty: 4400.057617
	Iteration 42Q: 3 clusters Score -642451.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -642453.187500 Penalty: 4400.057617
	Iteration 43Q: 3 clusters Score -642453.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -642451.375000 Penalty: 4400.057617
	Iteration 44Q: 3 clusters Score -642451.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -642453.437500 Penalty: 4400.057617
	Iteration 45Q: 3 clusters Score -642453.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -642454.687500 Penalty: 4400.057617
	Iteration 46Q: 3 clusters Score -642454.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -642454.875000 Penalty: 4400.057617
	Iteration 47Q: 3 clusters Score -642454.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -642456.500000 Penalty: 4400.057617
	Iteration 48Q: 3 clusters Score -642456.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -642456.437500 Penalty: 4400.057617
	Iteration 49Q: 3 clusters Score -642456.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -642456.562500 Penalty: 4400.057617
	Iteration 50Q: 3 clusters Score -642456.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -642456.625000 Penalty: 4400.057617
	Iteration 51Q: 3 clusters Score -642456.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -642457.000000 Penalty: 4400.057617
	Iteration 52Q: 3 clusters Score -642457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -642457.000000 Penalty: 4400.057617
	Iteration 53F: 3 clusters Score -642457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Entering Unmasked Estep 
Score: -1430989.125000 Penalty: 2381.893066
	Iteration 0F: 2 clusters Score -1430989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1420309.625000 Penalty: 4763.786133
	Iteration 0F: 3 clusters Score -1420310 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1423739.000000 Penalty: 4763.786133
	Iteration 1F: 3 clusters Score -1423739 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1424305.000000 Penalty: 4763.786133
	Iteration 2F: 3 clusters Score -1424305 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1424727.500000 Penalty: 4763.786133
	Iteration 3F: 3 clusters Score -1424728 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1425102.000000 Penalty: 4763.786133
	Iteration 4F: 3 clusters Score -1425102 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1425461.875000 Penalty: 4763.786133
	Iteration 5Q: 3 clusters Score -1425462 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1425773.875000 Penalty: 4763.786133
	Iteration 6Q: 3 clusters Score -1425774 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1426070.000000 Penalty: 4763.786133
	Iteration 7Q: 3 clusters Score -1426070 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1426341.375000 Penalty: 4763.786133
	Iteration 8Q: 3 clusters Score -1426341 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1426576.500000 Penalty: 4763.786133
	Iteration 9Q: 3 clusters Score -1426576 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1426790.500000 Penalty: 4763.786133
	Iteration 10Q: 3 clusters Score -1426790 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1427042.875000 Penalty: 4763.786133
	Iteration 11Q: 3 clusters Score -1427043 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1427306.375000 Penalty: 4763.786133
	Iteration 12Q: 3 clusters Score -1427306 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1427566.125000 Penalty: 4763.786133
	Iteration 13Q: 3 clusters Score -1427566 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1427823.875000 Penalty: 4763.786133
	Iteration 14Q: 3 clusters Score -1427824 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1428082.250000 Penalty: 4763.786133
	Iteration 15Q: 3 clusters Score -1428082 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1428290.125000 Penalty: 4763.786133
	Iteration 16Q: 3 clusters Score -1428290 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1428495.250000 Penalty: 4763.786133
	Iteration 17Q: 3 clusters Score -1428495 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1428659.500000 Penalty: 4763.786133
	Iteration 18Q: 3 clusters Score -1428660 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1428772.250000 Penalty: 4763.786133
	Iteration 19Q: 3 clusters Score -1428772 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1428849.250000 Penalty: 4763.786133
	Iteration 20F: 3 clusters Score -1428849 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1428907.250000 Penalty: 4763.786133
	Iteration 21Q: 3 clusters Score -1428907 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1428943.125000 Penalty: 4763.786133
	Iteration 22Q: 3 clusters Score -1428943 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1428967.875000 Penalty: 4763.786133
	Iteration 23Q: 3 clusters Score -1428968 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1428995.750000 Penalty: 4763.786133
	Iteration 24Q: 3 clusters Score -1428996 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1429022.000000 Penalty: 4763.786133
	Iteration 25Q: 3 clusters Score -1429022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1429038.750000 Penalty: 4763.786133
	Iteration 26Q: 3 clusters Score -1429039 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1429051.250000 Penalty: 4763.786133
	Iteration 27Q: 3 clusters Score -1429051 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1429069.000000 Penalty: 4763.786133
	Iteration 28Q: 3 clusters Score -1429069 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1429078.500000 Penalty: 4763.786133
	Iteration 29Q: 3 clusters Score -1429078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1429087.125000 Penalty: 4763.786133
	Iteration 30Q: 3 clusters Score -1429087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1429088.250000 Penalty: 4763.786133
	Iteration 31Q: 3 clusters Score -1429088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1429096.000000 Penalty: 4763.786133
	Iteration 32Q: 3 clusters Score -1429096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1429095.500000 Penalty: 4763.786133
	Iteration 33Q: 3 clusters Score -1429096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1429101.375000 Penalty: 4763.786133
	Iteration 34Q: 3 clusters Score -1429101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1429102.125000 Penalty: 4763.786133
	Iteration 35Q: 3 clusters Score -1429102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1429100.500000 Penalty: 4763.786133
	Iteration 36Q: 3 clusters Score -1429100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1429105.000000 Penalty: 4763.786133
	Iteration 37Q: 3 clusters Score -1429105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1429107.875000 Penalty: 4763.786133
	Iteration 38Q: 3 clusters Score -1429108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1429113.375000 Penalty: 4763.786133
	Iteration 39Q: 3 clusters Score -1429113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1429120.750000 Penalty: 4763.786133
	Iteration 40F: 3 clusters Score -1429121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1429126.875000 Penalty: 4763.786133
	Iteration 41Q: 3 clusters Score -1429127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1429132.250000 Penalty: 4763.786133
	Iteration 42Q: 3 clusters Score -1429132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1429137.375000 Penalty: 4763.786133
	Iteration 43Q: 3 clusters Score -1429137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1429144.250000 Penalty: 4763.786133
	Iteration 44Q: 3 clusters Score -1429144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1429142.000000 Penalty: 4763.786133
	Iteration 45Q: 3 clusters Score -1429142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1429146.750000 Penalty: 4763.786133
	Iteration 46Q: 3 clusters Score -1429147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1429145.375000 Penalty: 4763.786133
	Iteration 47Q: 3 clusters Score -1429145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1429147.000000 Penalty: 4763.786133
	Iteration 48Q: 3 clusters Score -1429147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1429148.750000 Penalty: 4763.786133
	Iteration 49Q: 3 clusters Score -1429149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1429151.000000 Penalty: 4763.786133
	Iteration 50Q: 3 clusters Score -1429151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1429153.875000 Penalty: 4763.786133
	Iteration 51Q: 3 clusters Score -1429154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1429155.875000 Penalty: 4763.786133
	Iteration 52Q: 3 clusters Score -1429156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1429157.875000 Penalty: 4763.786133
	Iteration 53Q: 3 clusters Score -1429158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1429161.750000 Penalty: 4763.786133
	Iteration 54Q: 3 clusters Score -1429162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1429162.250000 Penalty: 4763.786133
	Iteration 55Q: 3 clusters Score -1429162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1429161.750000 Penalty: 4763.786133
	Iteration 56Q: 3 clusters Score -1429162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1429161.750000 Penalty: 4763.786133
	Iteration 57F: 3 clusters Score -1429162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Entering Unmasked Estep 
Score: -110137.375000 Penalty: 1712.626831
	Iteration 0F: 2 clusters Score -110137.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -108199.156250 Penalty: 3425.253662
	Iteration 0F: 3 clusters Score -108199.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -108482.687500 Penalty: 3425.253662
	Iteration 1F: 3 clusters Score -108482.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -108571.632812 Penalty: 3425.253662
	Iteration 2F: 3 clusters Score -108571.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -108614.273438 Penalty: 3425.253662
	Iteration 3Q: 3 clusters Score -108614.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -108635.890625 Penalty: 3425.253662
	Iteration 4Q: 3 clusters Score -108635.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -108651.929688 Penalty: 3425.253662
	Iteration 5Q: 3 clusters Score -108651.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -108657.632812 Penalty: 3425.253662
	Iteration 6Q: 3 clusters Score -108657.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -108658.406250 Penalty: 3425.253662
	Iteration 7Q: 3 clusters Score -108658.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -108660.671875 Penalty: 3425.253662
	Iteration 8Q: 3 clusters Score -108660.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -108662.421875 Penalty: 3425.253662
	Iteration 9Q: 3 clusters Score -108662.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -108663.750000 Penalty: 3425.253662
	Iteration 10Q: 3 clusters Score -108663.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -108664.718750 Penalty: 3425.253662
	Iteration 11Q: 3 clusters Score -108664.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -108664.718750 Penalty: 3425.253662
	Iteration 12F: 3 clusters Score -108664.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Entering Unmasked Estep 
Score: -967570.500000 Penalty: 2258.750488
	Iteration 0F: 2 clusters Score -967570.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -960507.875000 Penalty: 4517.500977
	Iteration 0F: 3 clusters Score -960507.9 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -962556.875000 Penalty: 4517.500977
	Iteration 1F: 3 clusters Score -962556.9 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -962877.312500 Penalty: 4517.500977
	Iteration 2F: 3 clusters Score -962877.3 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -963107.250000 Penalty: 4517.500977
	Iteration 3F: 3 clusters Score -963107.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -963333.937500 Penalty: 4517.500977
	Iteration 4Q: 3 clusters Score -963333.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -963550.000000 Penalty: 4517.500977
	Iteration 5Q: 3 clusters Score -963550 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -963747.812500 Penalty: 4517.500977
	Iteration 6Q: 3 clusters Score -963747.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -963925.812500 Penalty: 4517.500977
	Iteration 7Q: 3 clusters Score -963925.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -964092.875000 Penalty: 4517.500977
	Iteration 8Q: 3 clusters Score -964092.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -964252.125000 Penalty: 4517.500977
	Iteration 9Q: 3 clusters Score -964252.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -964435.937500 Penalty: 4517.500977
	Iteration 10Q: 3 clusters Score -964435.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -964612.125000 Penalty: 4517.500977
	Iteration 11Q: 3 clusters Score -964612.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -964781.625000 Penalty: 4517.500977
	Iteration 12Q: 3 clusters Score -964781.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -964962.312500 Penalty: 4517.500977
	Iteration 13Q: 3 clusters Score -964962.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -965121.625000 Penalty: 4517.500977
	Iteration 14Q: 3 clusters Score -965121.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -965254.812500 Penalty: 4517.500977
	Iteration 15Q: 3 clusters Score -965254.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -965359.562500 Penalty: 4517.500977
	Iteration 16Q: 3 clusters Score -965359.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -965444.625000 Penalty: 4517.500977
	Iteration 17Q: 3 clusters Score -965444.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -965499.062500 Penalty: 4517.500977
	Iteration 18Q: 3 clusters Score -965499.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -965550.000000 Penalty: 4517.500977
	Iteration 19Q: 3 clusters Score -965550 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -965598.562500 Penalty: 4517.500977
	Iteration 20F: 3 clusters Score -965598.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -965631.250000 Penalty: 4517.500977
	Iteration 21Q: 3 clusters Score -965631.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -965654.687500 Penalty: 4517.500977
	Iteration 22Q: 3 clusters Score -965654.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -965670.500000 Penalty: 4517.500977
	Iteration 23Q: 3 clusters Score -965670.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -965685.750000 Penalty: 4517.500977
	Iteration 24Q: 3 clusters Score -965685.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -965695.312500 Penalty: 4517.500977
	Iteration 25Q: 3 clusters Score -965695.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -965704.437500 Penalty: 4517.500977
	Iteration 26Q: 3 clusters Score -965704.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -965715.187500 Penalty: 4517.500977
	Iteration 27Q: 3 clusters Score -965715.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -965726.625000 Penalty: 4517.500977
	Iteration 28Q: 3 clusters Score -965726.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -965743.375000 Penalty: 4517.500977
	Iteration 29Q: 3 clusters Score -965743.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -965762.625000 Penalty: 4517.500977
	Iteration 30Q: 3 clusters Score -965762.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -965774.000000 Penalty: 4517.500977
	Iteration 31Q: 3 clusters Score -965774 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -965784.437500 Penalty: 4517.500977
	Iteration 32Q: 3 clusters Score -965784.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -965793.750000 Penalty: 4517.500977
	Iteration 33Q: 3 clusters Score -965793.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -965804.750000 Penalty: 4517.500977
	Iteration 34Q: 3 clusters Score -965804.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -965816.000000 Penalty: 4517.500977
	Iteration 35Q: 3 clusters Score -965816 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -965830.812500 Penalty: 4517.500977
	Iteration 36Q: 3 clusters Score -965830.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -965843.562500 Penalty: 4517.500977
	Iteration 37Q: 3 clusters Score -965843.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -965851.937500 Penalty: 4517.500977
	Iteration 38Q: 3 clusters Score -965851.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -965862.375000 Penalty: 4517.500977
	Iteration 39Q: 3 clusters Score -965862.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -965871.187500 Penalty: 4517.500977
	Iteration 40F: 3 clusters Score -965871.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -965876.875000 Penalty: 4517.500977
	Iteration 41Q: 3 clusters Score -965876.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -965890.812500 Penalty: 4517.500977
	Iteration 42Q: 3 clusters Score -965890.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -965900.875000 Penalty: 4517.500977
	Iteration 43Q: 3 clusters Score -965900.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -965912.062500 Penalty: 4517.500977
	Iteration 44Q: 3 clusters Score -965912.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -965928.625000 Penalty: 4517.500977
	Iteration 45Q: 3 clusters Score -965928.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -965943.687500 Penalty: 4517.500977
	Iteration 46Q: 3 clusters Score -965943.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -965957.375000 Penalty: 4517.500977
	Iteration 47Q: 3 clusters Score -965957.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -965967.875000 Penalty: 4517.500977
	Iteration 48Q: 3 clusters Score -965967.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -965975.687500 Penalty: 4517.500977
	Iteration 49Q: 3 clusters Score -965975.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -965984.125000 Penalty: 4517.500977
	Iteration 50Q: 3 clusters Score -965984.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -965991.687500 Penalty: 4517.500977
	Iteration 51Q: 3 clusters Score -965991.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -966011.750000 Penalty: 4517.500977
	Iteration 52Q: 3 clusters Score -966011.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -966026.187500 Penalty: 4517.500977
	Iteration 53Q: 3 clusters Score -966026.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -966041.562500 Penalty: 4517.500977
	Iteration 54Q: 3 clusters Score -966041.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -966053.750000 Penalty: 4517.500977
	Iteration 55Q: 3 clusters Score -966053.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -966066.812500 Penalty: 4517.500977
	Iteration 56Q: 3 clusters Score -966066.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -966072.625000 Penalty: 4517.500977
	Iteration 57Q: 3 clusters Score -966072.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -966086.250000 Penalty: 4517.500977
	Iteration 58Q: 3 clusters Score -966086.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -966094.937500 Penalty: 4517.500977
	Iteration 59Q: 3 clusters Score -966094.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -966106.187500 Penalty: 4517.500977
	Iteration 60F: 3 clusters Score -966106.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -966108.312500 Penalty: 4517.500977
	Iteration 61Q: 3 clusters Score -966108.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -966112.375000 Penalty: 4517.500977
	Iteration 62Q: 3 clusters Score -966112.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -966116.875000 Penalty: 4517.500977
	Iteration 63Q: 3 clusters Score -966116.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -966121.125000 Penalty: 4517.500977
	Iteration 64Q: 3 clusters Score -966121.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -966123.250000 Penalty: 4517.500977
	Iteration 65Q: 3 clusters Score -966123.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -966126.250000 Penalty: 4517.500977
	Iteration 66Q: 3 clusters Score -966126.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -966127.875000 Penalty: 4517.500977
	Iteration 67Q: 3 clusters Score -966127.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -966130.062500 Penalty: 4517.500977
	Iteration 68Q: 3 clusters Score -966130.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -966130.062500 Penalty: 4517.500977
	Iteration 69F: 3 clusters Score -966130.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -98733.679688 Penalty: 1710.380127
	Iteration 0F: 2 clusters Score -98733.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -96872.578125 Penalty: 3420.760254
	Iteration 0F: 3 clusters Score -96872.58 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -97171.929688 Penalty: 3420.760254
	Iteration 1F: 3 clusters Score -97171.93 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -97273.937500 Penalty: 3420.760254
	Iteration 2F: 3 clusters Score -97273.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -97314.468750 Penalty: 3420.760254
	Iteration 3Q: 3 clusters Score -97314.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -97334.523438 Penalty: 3420.760254
	Iteration 4Q: 3 clusters Score -97334.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -97344.468750 Penalty: 3420.760254
	Iteration 5Q: 3 clusters Score -97344.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -97348.398438 Penalty: 3420.760254
	Iteration 6Q: 3 clusters Score -97348.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -97349.406250 Penalty: 3420.760254
	Iteration 7Q: 3 clusters Score -97349.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -97354.406250 Penalty: 3420.760254
	Iteration 8Q: 3 clusters Score -97354.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -97358.429688 Penalty: 3420.760254
	Iteration 9Q: 3 clusters Score -97358.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -97358.984375 Penalty: 3420.760254
	Iteration 10Q: 3 clusters Score -97358.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -97358.984375 Penalty: 3420.760254
	Iteration 11F: 3 clusters Score -97358.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -75359.398438 Penalty: 1649.269165
	Iteration 0F: 2 clusters Score -75359.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -73616.507812 Penalty: 3298.538330
	Iteration 0F: 3 clusters Score -73616.51 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -73867.695312 Penalty: 3298.538330
	Iteration 1F: 3 clusters Score -73867.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -73965.992188 Penalty: 3298.538330
	Iteration 2F: 3 clusters Score -73965.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -74021.843750 Penalty: 3298.538330
	Iteration 3Q: 3 clusters Score -74021.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -74072.585938 Penalty: 3298.538330
	Iteration 4Q: 3 clusters Score -74072.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -74103.765625 Penalty: 3298.538330
	Iteration 5Q: 3 clusters Score -74103.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -74124.203125 Penalty: 3298.538330
	Iteration 6Q: 3 clusters Score -74124.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -74137.546875 Penalty: 3298.538330
	Iteration 7Q: 3 clusters Score -74137.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -74155.921875 Penalty: 3298.538330
	Iteration 8Q: 3 clusters Score -74155.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -74166.031250 Penalty: 3298.538330
	Iteration 9Q: 3 clusters Score -74166.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -74175.781250 Penalty: 3298.538330
	Iteration 10Q: 3 clusters Score -74175.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -74182.554688 Penalty: 3298.538330
	Iteration 11Q: 3 clusters Score -74182.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -74185.132812 Penalty: 3298.538330
	Iteration 12Q: 3 clusters Score -74185.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -74187.382812 Penalty: 3298.538330
	Iteration 13Q: 3 clusters Score -74187.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -74188.796875 Penalty: 3298.538330
	Iteration 14Q: 3 clusters Score -74188.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -74190.234375 Penalty: 3298.538330
	Iteration 15Q: 3 clusters Score -74190.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -74190.234375 Penalty: 3298.538330
	Iteration 16F: 3 clusters Score -74190.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Entering Unmasked Estep 
Score: -685771.562500 Penalty: 2167.762207
	Iteration 0F: 2 clusters Score -685771.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -680452.937500 Penalty: 4335.524414
	Iteration 0F: 3 clusters Score -680452.9 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -681683.437500 Penalty: 4335.524414
	Iteration 1F: 3 clusters Score -681683.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -681922.812500 Penalty: 4335.524414
	Iteration 2F: 3 clusters Score -681922.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -682088.562500 Penalty: 4335.524414
	Iteration 3F: 3 clusters Score -682088.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -682215.000000 Penalty: 4335.524414
	Iteration 4Q: 3 clusters Score -682215 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -682324.500000 Penalty: 4335.524414
	Iteration 5Q: 3 clusters Score -682324.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -682414.375000 Penalty: 4335.524414
	Iteration 6Q: 3 clusters Score -682414.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -682479.062500 Penalty: 4335.524414
	Iteration 7Q: 3 clusters Score -682479.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -682542.812500 Penalty: 4335.524414
	Iteration 8Q: 3 clusters Score -682542.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -682608.125000 Penalty: 4335.524414
	Iteration 9Q: 3 clusters Score -682608.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -682666.062500 Penalty: 4335.524414
	Iteration 10Q: 3 clusters Score -682666.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -682711.937500 Penalty: 4335.524414
	Iteration 11Q: 3 clusters Score -682711.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -682758.687500 Penalty: 4335.524414
	Iteration 12Q: 3 clusters Score -682758.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -682800.500000 Penalty: 4335.524414
	Iteration 13Q: 3 clusters Score -682800.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -682852.375000 Penalty: 4335.524414
	Iteration 14Q: 3 clusters Score -682852.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -682913.812500 Penalty: 4335.524414
	Iteration 15Q: 3 clusters Score -682913.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -682980.875000 Penalty: 4335.524414
	Iteration 16Q: 3 clusters Score -682980.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -683045.750000 Penalty: 4335.524414
	Iteration 17Q: 3 clusters Score -683045.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -683105.187500 Penalty: 4335.524414
	Iteration 18Q: 3 clusters Score -683105.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -683176.000000 Penalty: 4335.524414
	Iteration 19Q: 3 clusters Score -683176 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -683248.937500 Penalty: 4335.524414
	Iteration 20F: 3 clusters Score -683248.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -683329.812500 Penalty: 4335.524414
	Iteration 21Q: 3 clusters Score -683329.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -683398.375000 Penalty: 4335.524414
	Iteration 22Q: 3 clusters Score -683398.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -683454.625000 Penalty: 4335.524414
	Iteration 23Q: 3 clusters Score -683454.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -683503.687500 Penalty: 4335.524414
	Iteration 24Q: 3 clusters Score -683503.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -683548.562500 Penalty: 4335.524414
	Iteration 25Q: 3 clusters Score -683548.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -683590.687500 Penalty: 4335.524414
	Iteration 26Q: 3 clusters Score -683590.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -683636.375000 Penalty: 4335.524414
	Iteration 27Q: 3 clusters Score -683636.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -683665.125000 Penalty: 4335.524414
	Iteration 28Q: 3 clusters Score -683665.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -683684.562500 Penalty: 4335.524414
	Iteration 29Q: 3 clusters Score -683684.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -683702.187500 Penalty: 4335.524414
	Iteration 30Q: 3 clusters Score -683702.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -683718.875000 Penalty: 4335.524414
	Iteration 31Q: 3 clusters Score -683718.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -683730.000000 Penalty: 4335.524414
	Iteration 32Q: 3 clusters Score -683730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -683739.562500 Penalty: 4335.524414
	Iteration 33Q: 3 clusters Score -683739.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -683747.312500 Penalty: 4335.524414
	Iteration 34Q: 3 clusters Score -683747.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -683752.750000 Penalty: 4335.524414
	Iteration 35Q: 3 clusters Score -683752.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -683752.312500 Penalty: 4335.524414
	Iteration 36Q: 3 clusters Score -683752.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -683753.125000 Penalty: 4335.524414
	Iteration 37Q: 3 clusters Score -683753.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -683753.187500 Penalty: 4335.524414
	Iteration 38Q: 3 clusters Score -683753.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -683755.875000 Penalty: 4335.524414
	Iteration 39Q: 3 clusters Score -683755.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -683755.875000 Penalty: 4335.524414
	Iteration 40F: 3 clusters Score -683755.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Entering Unmasked Estep 
Score: -1681774.250000 Penalty: 2420.957031
	Iteration 0F: 2 clusters Score -1681774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1669354.000000 Penalty: 4841.914062
	Iteration 0F: 3 clusters Score -1669354 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1673584.000000 Penalty: 4841.914062
	Iteration 1F: 3 clusters Score -1673584 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1674316.875000 Penalty: 4841.914062
	Iteration 2F: 3 clusters Score -1674317 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1675074.625000 Penalty: 4841.914062
	Iteration 3F: 3 clusters Score -1675075 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1675840.500000 Penalty: 4841.914062
	Iteration 4F: 3 clusters Score -1675840 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1676531.625000 Penalty: 4841.914062
	Iteration 5F: 3 clusters Score -1676532 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1677125.875000 Penalty: 4841.914062
	Iteration 6F: 3 clusters Score -1677126 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1677604.625000 Penalty: 4841.914062
	Iteration 7Q: 3 clusters Score -1677605 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1677996.125000 Penalty: 4841.914062
	Iteration 8Q: 3 clusters Score -1677996 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1678301.375000 Penalty: 4841.914062
	Iteration 9Q: 3 clusters Score -1678301 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1678569.625000 Penalty: 4841.914062
	Iteration 10Q: 3 clusters Score -1678570 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1678830.000000 Penalty: 4841.914062
	Iteration 11Q: 3 clusters Score -1678830 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1679075.750000 Penalty: 4841.914062
	Iteration 12Q: 3 clusters Score -1679076 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1679277.500000 Penalty: 4841.914062
	Iteration 13Q: 3 clusters Score -1679278 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1679447.750000 Penalty: 4841.914062
	Iteration 14Q: 3 clusters Score -1679448 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1679590.250000 Penalty: 4841.914062
	Iteration 15Q: 3 clusters Score -1679590 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1679693.125000 Penalty: 4841.914062
	Iteration 16Q: 3 clusters Score -1679693 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1679755.625000 Penalty: 4841.914062
	Iteration 17Q: 3 clusters Score -1679756 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1679804.625000 Penalty: 4841.914062
	Iteration 18Q: 3 clusters Score -1679805 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -1679841.625000 Penalty: 4841.914062
	Iteration 19Q: 3 clusters Score -1679842 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -1679866.625000 Penalty: 4841.914062
	Iteration 20F: 3 clusters Score -1679867 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1679883.250000 Penalty: 4841.914062
	Iteration 21Q: 3 clusters Score -1679883 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1679900.875000 Penalty: 4841.914062
	Iteration 22Q: 3 clusters Score -1679901 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -1679904.625000 Penalty: 4841.914062
	Iteration 23Q: 3 clusters Score -1679905 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1679923.875000 Penalty: 4841.914062
	Iteration 24Q: 3 clusters Score -1679924 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1679934.125000 Penalty: 4841.914062
	Iteration 25Q: 3 clusters Score -1679934 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1679949.375000 Penalty: 4841.914062
	Iteration 26Q: 3 clusters Score -1679949 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1679956.125000 Penalty: 4841.914062
	Iteration 27Q: 3 clusters Score -1679956 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -1679971.125000 Penalty: 4841.914062
	Iteration 28Q: 3 clusters Score -1679971 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1679979.500000 Penalty: 4841.914062
	Iteration 29Q: 3 clusters Score -1679980 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1679993.000000 Penalty: 4841.914062
	Iteration 30Q: 3 clusters Score -1679993 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1679995.875000 Penalty: 4841.914062
	Iteration 31Q: 3 clusters Score -1679996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -1680006.125000 Penalty: 4841.914062
	Iteration 32Q: 3 clusters Score -1680006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1680009.250000 Penalty: 4841.914062
	Iteration 33Q: 3 clusters Score -1680009 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1680014.625000 Penalty: 4841.914062
	Iteration 34Q: 3 clusters Score -1680015 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -1680024.375000 Penalty: 4841.914062
	Iteration 35Q: 3 clusters Score -1680024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1680024.875000 Penalty: 4841.914062
	Iteration 36Q: 3 clusters Score -1680025 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -1680031.250000 Penalty: 4841.914062
	Iteration 37Q: 3 clusters Score -1680031 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1680040.750000 Penalty: 4841.914062
	Iteration 38Q: 3 clusters Score -1680041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1680042.250000 Penalty: 4841.914062
	Iteration 39Q: 3 clusters Score -1680042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -1680049.875000 Penalty: 4841.914062
	Iteration 40F: 3 clusters Score -1680050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -1680053.750000 Penalty: 4841.914062
	Iteration 41Q: 3 clusters Score -1680054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -1680056.000000 Penalty: 4841.914062
	Iteration 42Q: 3 clusters Score -1680056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -1680059.125000 Penalty: 4841.914062
	Iteration 43Q: 3 clusters Score -1680059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -1680059.625000 Penalty: 4841.914062
	Iteration 44Q: 3 clusters Score -1680060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -1680058.250000 Penalty: 4841.914062
	Iteration 45Q: 3 clusters Score -1680058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -1680062.375000 Penalty: 4841.914062
	Iteration 46Q: 3 clusters Score -1680062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1680064.625000 Penalty: 4841.914062
	Iteration 47Q: 3 clusters Score -1680065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -1680069.375000 Penalty: 4841.914062
	Iteration 48Q: 3 clusters Score -1680069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1680075.000000 Penalty: 4841.914062
	Iteration 49Q: 3 clusters Score -1680075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1680075.250000 Penalty: 4841.914062
	Iteration 50Q: 3 clusters Score -1680075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -1680080.000000 Penalty: 4841.914062
	Iteration 51Q: 3 clusters Score -1680080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -1680077.875000 Penalty: 4841.914062
	Iteration 52Q: 3 clusters Score -1680078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1680079.625000 Penalty: 4841.914062
	Iteration 53Q: 3 clusters Score -1680080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -1680079.000000 Penalty: 4841.914062
	Iteration 54Q: 3 clusters Score -1680079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -1680083.125000 Penalty: 4841.914062
	Iteration 55Q: 3 clusters Score -1680083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -1680082.875000 Penalty: 4841.914062
	Iteration 56Q: 3 clusters Score -1680083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -1680084.000000 Penalty: 4841.914062
	Iteration 57Q: 3 clusters Score -1680084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1680081.625000 Penalty: 4841.914062
	Iteration 58Q: 3 clusters Score -1680082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -1680086.625000 Penalty: 4841.914062
	Iteration 59Q: 3 clusters Score -1680087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -1680081.500000 Penalty: 4841.914062
	Iteration 60F: 3 clusters Score -1680082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -1680087.875000 Penalty: 4841.914062
	Iteration 61Q: 3 clusters Score -1680088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1680084.875000 Penalty: 4841.914062
	Iteration 62Q: 3 clusters Score -1680085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1680086.625000 Penalty: 4841.914062
	Iteration 63Q: 3 clusters Score -1680087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -1680086.125000 Penalty: 4841.914062
	Iteration 64Q: 3 clusters Score -1680086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -1680088.125000 Penalty: 4841.914062
	Iteration 65Q: 3 clusters Score -1680088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -1680090.000000 Penalty: 4841.914062
	Iteration 66Q: 3 clusters Score -1680090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1680086.875000 Penalty: 4841.914062
	Iteration 67Q: 3 clusters Score -1680087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -1680089.000000 Penalty: 4841.914062
	Iteration 68Q: 3 clusters Score -1680089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1680089.000000 Penalty: 4841.914062
	Iteration 69Q: 3 clusters Score -1680089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1680089.875000 Penalty: 4841.914062
	Iteration 70Q: 3 clusters Score -1680090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1680093.750000 Penalty: 4841.914062
	Iteration 71Q: 3 clusters Score -1680094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -1680094.500000 Penalty: 4841.914062
	Iteration 72Q: 3 clusters Score -1680094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -1680096.875000 Penalty: 4841.914062
	Iteration 73Q: 3 clusters Score -1680097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1680092.875000 Penalty: 4841.914062
	Iteration 74Q: 3 clusters Score -1680093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -1680096.000000 Penalty: 4841.914062
	Iteration 75Q: 3 clusters Score -1680096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -1680101.500000 Penalty: 4841.914062
	Iteration 76Q: 3 clusters Score -1680102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -1680103.000000 Penalty: 4841.914062
	Iteration 77Q: 3 clusters Score -1680103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -1680106.000000 Penalty: 4841.914062
	Iteration 78Q: 3 clusters Score -1680106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -1680101.875000 Penalty: 4841.914062
	Iteration 79Q: 3 clusters Score -1680102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1680105.125000 Penalty: 4841.914062
	Iteration 80F: 3 clusters Score -1680105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -1680107.250000 Penalty: 4841.914062
	Iteration 81Q: 3 clusters Score -1680107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -1680108.500000 Penalty: 4841.914062
	Iteration 82Q: 3 clusters Score -1680108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1680106.500000 Penalty: 4841.914062
	Iteration 83Q: 3 clusters Score -1680106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1680107.750000 Penalty: 4841.914062
	Iteration 84Q: 3 clusters Score -1680108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -1680105.875000 Penalty: 4841.914062
	Iteration 85Q: 3 clusters Score -1680106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -1680107.000000 Penalty: 4841.914062
	Iteration 86Q: 3 clusters Score -1680107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -1680112.375000 Penalty: 4841.914062
	Iteration 87Q: 3 clusters Score -1680112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -1680110.000000 Penalty: 4841.914062
	Iteration 88Q: 3 clusters Score -1680110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -1680115.250000 Penalty: 4841.914062
	Iteration 89Q: 3 clusters Score -1680115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -1680115.875000 Penalty: 4841.914062
	Iteration 90Q: 3 clusters Score -1680116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -1680117.375000 Penalty: 4841.914062
	Iteration 91Q: 3 clusters Score -1680117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -1680117.375000 Penalty: 4841.914062
	Iteration 92F: 3 clusters Score -1680117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Entering Unmasked Estep 
Score: -179125.937500 Penalty: 1833.681885
	Iteration 0F: 2 clusters Score -179125.9 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 812 members 
Entering Unmasked Estep 
Score: -176725.015625 Penalty: 3667.363770
	Iteration 0F: 3 clusters Score -176725 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -177155.890625 Penalty: 3667.363770
	Iteration 1F: 3 clusters Score -177155.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -177256.734375 Penalty: 3667.363770
	Iteration 2F: 3 clusters Score -177256.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -177302.796875 Penalty: 3667.363770
	Iteration 3Q: 3 clusters Score -177302.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -177324.906250 Penalty: 3667.363770
	Iteration 4Q: 3 clusters Score -177324.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -177333.218750 Penalty: 3667.363770
	Iteration 5Q: 3 clusters Score -177333.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -177336.578125 Penalty: 3667.363770
	Iteration 6Q: 3 clusters Score -177336.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -177341.250000 Penalty: 3667.363770
	Iteration 7Q: 3 clusters Score -177341.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -177342.625000 Penalty: 3667.363770
	Iteration 8Q: 3 clusters Score -177342.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -177343.703125 Penalty: 3667.363770
	Iteration 9Q: 3 clusters Score -177343.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -177345.562500 Penalty: 3667.363770
	Iteration 10Q: 3 clusters Score -177345.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -177349.921875 Penalty: 3667.363770
	Iteration 11Q: 3 clusters Score -177349.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -177353.031250 Penalty: 3667.363770
	Iteration 12Q: 3 clusters Score -177353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -177355.671875 Penalty: 3667.363770
	Iteration 13Q: 3 clusters Score -177355.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -177358.062500 Penalty: 3667.363770
	Iteration 14Q: 3 clusters Score -177358.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -177361.218750 Penalty: 3667.363770
	Iteration 15Q: 3 clusters Score -177361.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -177363.109375 Penalty: 3667.363770
	Iteration 16Q: 3 clusters Score -177363.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -177363.906250 Penalty: 3667.363770
	Iteration 17Q: 3 clusters Score -177363.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -177366.359375 Penalty: 3667.363770
	Iteration 18Q: 3 clusters Score -177366.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -177369.281250 Penalty: 3667.363770
	Iteration 19Q: 3 clusters Score -177369.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -177369.843750 Penalty: 3667.363770
	Iteration 20F: 3 clusters Score -177369.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -177371.468750 Penalty: 3667.363770
	Iteration 21Q: 3 clusters Score -177371.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -177372.828125 Penalty: 3667.363770
	Iteration 22Q: 3 clusters Score -177372.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -177373.562500 Penalty: 3667.363770
	Iteration 23Q: 3 clusters Score -177373.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -177374.734375 Penalty: 3667.363770
	Iteration 24Q: 3 clusters Score -177374.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -177374.734375 Penalty: 3667.363770
	Iteration 25F: 3 clusters Score -177374.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Entering Unmasked Estep 
Score: -3385725.500000 Penalty: 2587.923096
	Iteration 0F: 2 clusters Score -3385726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -3362640.250000 Penalty: 5175.846191
	Iteration 0F: 3 clusters Score -3362640 nChanged 15376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -3371656.750000 Penalty: 5175.846191
	Iteration 1F: 3 clusters Score -3371657 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -3372743.000000 Penalty: 5175.846191
	Iteration 2F: 3 clusters Score -3372743 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -3374015.000000 Penalty: 5175.846191
	Iteration 3F: 3 clusters Score -3374015 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -3375336.750000 Penalty: 5175.846191
	Iteration 4F: 3 clusters Score -3375337 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -3376619.500000 Penalty: 5175.846191
	Iteration 5F: 3 clusters Score -3376620 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -3377500.000000 Penalty: 5175.846191
	Iteration 6F: 3 clusters Score -3377500 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -3378099.000000 Penalty: 5175.846191
	Iteration 7Q: 3 clusters Score -3378099 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -3378486.500000 Penalty: 5175.846191
	Iteration 8Q: 3 clusters Score -3378486 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -3378789.000000 Penalty: 5175.846191
	Iteration 9Q: 3 clusters Score -3378789 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -3379025.000000 Penalty: 5175.846191
	Iteration 10Q: 3 clusters Score -3379025 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -3379231.750000 Penalty: 5175.846191
	Iteration 11Q: 3 clusters Score -3379232 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -3379411.500000 Penalty: 5175.846191
	Iteration 12Q: 3 clusters Score -3379412 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -3379595.750000 Penalty: 5175.846191
	Iteration 13Q: 3 clusters Score -3379596 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -3379768.250000 Penalty: 5175.846191
	Iteration 14Q: 3 clusters Score -3379768 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -3379928.250000 Penalty: 5175.846191
	Iteration 15Q: 3 clusters Score -3379928 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -3380076.000000 Penalty: 5175.846191
	Iteration 16Q: 3 clusters Score -3380076 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -3380214.750000 Penalty: 5175.846191
	Iteration 17Q: 3 clusters Score -3380215 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -3380366.250000 Penalty: 5175.846191
	Iteration 18Q: 3 clusters Score -3380366 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -3380542.250000 Penalty: 5175.846191
	Iteration 19Q: 3 clusters Score -3380542 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -3380689.750000 Penalty: 5175.846191
	Iteration 20F: 3 clusters Score -3380690 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -3380818.500000 Penalty: 5175.846191
	Iteration 21Q: 3 clusters Score -3380818 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -3380952.250000 Penalty: 5175.846191
	Iteration 22Q: 3 clusters Score -3380952 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -3381121.250000 Penalty: 5175.846191
	Iteration 23Q: 3 clusters Score -3381121 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -3381259.500000 Penalty: 5175.846191
	Iteration 24Q: 3 clusters Score -3381260 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -3381401.000000 Penalty: 5175.846191
	Iteration 25Q: 3 clusters Score -3381401 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -3381526.000000 Penalty: 5175.846191
	Iteration 26Q: 3 clusters Score -3381526 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -3381645.500000 Penalty: 5175.846191
	Iteration 27Q: 3 clusters Score -3381646 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -3381764.500000 Penalty: 5175.846191
	Iteration 28Q: 3 clusters Score -3381764 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -3381897.000000 Penalty: 5175.846191
	Iteration 29Q: 3 clusters Score -3381897 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -3382020.000000 Penalty: 5175.846191
	Iteration 30Q: 3 clusters Score -3382020 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -3382147.250000 Penalty: 5175.846191
	Iteration 31Q: 3 clusters Score -3382147 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -3382290.250000 Penalty: 5175.846191
	Iteration 32Q: 3 clusters Score -3382290 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -3382426.750000 Penalty: 5175.846191
	Iteration 33Q: 3 clusters Score -3382427 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -3382541.000000 Penalty: 5175.846191
	Iteration 34Q: 3 clusters Score -3382541 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -3382680.250000 Penalty: 5175.846191
	Iteration 35Q: 3 clusters Score -3382680 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -3382825.500000 Penalty: 5175.846191
	Iteration 36Q: 3 clusters Score -3382826 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -3382946.250000 Penalty: 5175.846191
	Iteration 37Q: 3 clusters Score -3382946 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -3383077.000000 Penalty: 5175.846191
	Iteration 38Q: 3 clusters Score -3383077 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -3383206.750000 Penalty: 5175.846191
	Iteration 39Q: 3 clusters Score -3383207 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -3383353.750000 Penalty: 5175.846191
	Iteration 40F: 3 clusters Score -3383354 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -3383466.750000 Penalty: 5175.846191
	Iteration 41Q: 3 clusters Score -3383467 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -3383581.500000 Penalty: 5175.846191
	Iteration 42Q: 3 clusters Score -3383582 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -3383700.250000 Penalty: 5175.846191
	Iteration 43Q: 3 clusters Score -3383700 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -3383825.250000 Penalty: 5175.846191
	Iteration 44Q: 3 clusters Score -3383825 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -3383925.000000 Penalty: 5175.846191
	Iteration 45Q: 3 clusters Score -3383925 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3383975.250000 Penalty: 5175.846191
	Iteration 46Q: 3 clusters Score -3383975 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3384004.750000 Penalty: 5175.846191
	Iteration 47Q: 3 clusters Score -3384005 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3384031.250000 Penalty: 5175.846191
	Iteration 48Q: 3 clusters Score -3384031 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3384056.500000 Penalty: 5175.846191
	Iteration 49Q: 3 clusters Score -3384056 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3384066.750000 Penalty: 5175.846191
	Iteration 50Q: 3 clusters Score -3384067 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3384076.250000 Penalty: 5175.846191
	Iteration 51Q: 3 clusters Score -3384076 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3384083.250000 Penalty: 5175.846191
	Iteration 52Q: 3 clusters Score -3384083 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3384094.750000 Penalty: 5175.846191
	Iteration 53Q: 3 clusters Score -3384095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3384096.250000 Penalty: 5175.846191
	Iteration 54Q: 3 clusters Score -3384096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3384106.750000 Penalty: 5175.846191
	Iteration 55Q: 3 clusters Score -3384107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3384107.000000 Penalty: 5175.846191
	Iteration 56Q: 3 clusters Score -3384107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3384111.500000 Penalty: 5175.846191
	Iteration 57Q: 3 clusters Score -3384112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3384111.500000 Penalty: 5175.846191
	Iteration 58Q: 3 clusters Score -3384112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3384114.500000 Penalty: 5175.846191
	Iteration 59Q: 3 clusters Score -3384114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3384115.750000 Penalty: 5175.846191
	Iteration 60F: 3 clusters Score -3384116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3384110.500000 Penalty: 5175.846191
	Iteration 61Q: 3 clusters Score -3384110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3384119.250000 Penalty: 5175.846191
	Iteration 62Q: 3 clusters Score -3384119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3384119.750000 Penalty: 5175.846191
	Iteration 63Q: 3 clusters Score -3384120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3384121.250000 Penalty: 5175.846191
	Iteration 64Q: 3 clusters Score -3384121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3384119.000000 Penalty: 5175.846191
	Iteration 65Q: 3 clusters Score -3384119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3384131.250000 Penalty: 5175.846191
	Iteration 66Q: 3 clusters Score -3384131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3384129.750000 Penalty: 5175.846191
	Iteration 67Q: 3 clusters Score -3384130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3384128.250000 Penalty: 5175.846191
	Iteration 68Q: 3 clusters Score -3384128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3384128.250000 Penalty: 5175.846191
	Iteration 69Q: 3 clusters Score -3384128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3384131.000000 Penalty: 5175.846191
	Iteration 70Q: 3 clusters Score -3384131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3384130.500000 Penalty: 5175.846191
	Iteration 71Q: 3 clusters Score -3384130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3384133.250000 Penalty: 5175.846191
	Iteration 72Q: 3 clusters Score -3384133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3384131.750000 Penalty: 5175.846191
	Iteration 73Q: 3 clusters Score -3384132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3384131.750000 Penalty: 5175.846191
	Iteration 74F: 3 clusters Score -3384132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Entering Unmasked Estep 
Score: -1064877.875000 Penalty: 2280.818848
	Iteration 0F: 2 clusters Score -1064878 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 4906 members 
Entering Unmasked Estep 
Score: -1057345.875000 Penalty: 4561.637695
	Iteration 0F: 3 clusters Score -1057346 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1059524.250000 Penalty: 4561.637695
	Iteration 1F: 3 clusters Score -1059524 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1059873.750000 Penalty: 4561.637695
	Iteration 2F: 3 clusters Score -1059874 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1060207.125000 Penalty: 4561.637695
	Iteration 3F: 3 clusters Score -1060207 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1060628.250000 Penalty: 4561.637695
	Iteration 4Q: 3 clusters Score -1060628 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1061184.750000 Penalty: 4561.637695
	Iteration 5F: 3 clusters Score -1061185 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1061910.125000 Penalty: 4561.637695
	Iteration 6F: 3 clusters Score -1061910 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1062810.000000 Penalty: 4561.637695
	Iteration 7F: 3 clusters Score -1062810 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1063704.750000 Penalty: 4561.637695
	Iteration 8F: 3 clusters Score -1063705 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1064335.875000 Penalty: 4561.637695
	Iteration 9F: 3 clusters Score -1064336 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1064700.125000 Penalty: 4561.637695
	Iteration 10Q: 3 clusters Score -1064700 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1064970.625000 Penalty: 4561.637695
	Iteration 11Q: 3 clusters Score -1064971 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1065209.250000 Penalty: 4561.637695
	Iteration 12Q: 3 clusters Score -1065209 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1065363.125000 Penalty: 4561.637695
	Iteration 13Q: 3 clusters Score -1065363 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1065456.375000 Penalty: 4561.637695
	Iteration 14Q: 3 clusters Score -1065456 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1065513.125000 Penalty: 4561.637695
	Iteration 15Q: 3 clusters Score -1065513 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1065553.000000 Penalty: 4561.637695
	Iteration 16Q: 3 clusters Score -1065553 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1065576.125000 Penalty: 4561.637695
	Iteration 17Q: 3 clusters Score -1065576 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1065609.500000 Penalty: 4561.637695
	Iteration 18Q: 3 clusters Score -1065610 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1065674.750000 Penalty: 4561.637695
	Iteration 19Q: 3 clusters Score -1065675 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1065779.500000 Penalty: 4561.637695
	Iteration 20F: 3 clusters Score -1065780 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1066020.750000 Penalty: 4561.637695
	Iteration 21Q: 3 clusters Score -1066021 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1066300.375000 Penalty: 4561.637695
	Iteration 22Q: 3 clusters Score -1066300 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1066507.500000 Penalty: 4561.637695
	Iteration 23Q: 3 clusters Score -1066508 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1066625.500000 Penalty: 4561.637695
	Iteration 24Q: 3 clusters Score -1066626 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1066697.750000 Penalty: 4561.637695
	Iteration 25Q: 3 clusters Score -1066698 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1066734.500000 Penalty: 4561.637695
	Iteration 26Q: 3 clusters Score -1066734 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1066757.875000 Penalty: 4561.637695
	Iteration 27Q: 3 clusters Score -1066758 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1066773.125000 Penalty: 4561.637695
	Iteration 28Q: 3 clusters Score -1066773 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1066778.250000 Penalty: 4561.637695
	Iteration 29Q: 3 clusters Score -1066778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1066788.500000 Penalty: 4561.637695
	Iteration 30Q: 3 clusters Score -1066788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1066791.000000 Penalty: 4561.637695
	Iteration 31Q: 3 clusters Score -1066791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1066799.625000 Penalty: 4561.637695
	Iteration 32Q: 3 clusters Score -1066800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1066804.875000 Penalty: 4561.637695
	Iteration 33Q: 3 clusters Score -1066805 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1066813.625000 Penalty: 4561.637695
	Iteration 34Q: 3 clusters Score -1066814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1066819.500000 Penalty: 4561.637695
	Iteration 35Q: 3 clusters Score -1066820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1066828.875000 Penalty: 4561.637695
	Iteration 36Q: 3 clusters Score -1066829 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1066837.750000 Penalty: 4561.637695
	Iteration 37Q: 3 clusters Score -1066838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1066843.250000 Penalty: 4561.637695
	Iteration 38Q: 3 clusters Score -1066843 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1066852.000000 Penalty: 4561.637695
	Iteration 39Q: 3 clusters Score -1066852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1066864.000000 Penalty: 4561.637695
	Iteration 40F: 3 clusters Score -1066864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1066874.875000 Penalty: 4561.637695
	Iteration 41Q: 3 clusters Score -1066875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1066878.625000 Penalty: 4561.637695
	Iteration 42Q: 3 clusters Score -1066879 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1066883.875000 Penalty: 4561.637695
	Iteration 43Q: 3 clusters Score -1066884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1066890.250000 Penalty: 4561.637695
	Iteration 44Q: 3 clusters Score -1066890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1066898.375000 Penalty: 4561.637695
	Iteration 45Q: 3 clusters Score -1066898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1066903.125000 Penalty: 4561.637695
	Iteration 46Q: 3 clusters Score -1066903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1066907.750000 Penalty: 4561.637695
	Iteration 47Q: 3 clusters Score -1066908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1066916.250000 Penalty: 4561.637695
	Iteration 48Q: 3 clusters Score -1066916 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1066930.625000 Penalty: 4561.637695
	Iteration 49Q: 3 clusters Score -1066931 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1066944.875000 Penalty: 4561.637695
	Iteration 50Q: 3 clusters Score -1066945 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1066958.500000 Penalty: 4561.637695
	Iteration 51Q: 3 clusters Score -1066958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1066967.500000 Penalty: 4561.637695
	Iteration 52Q: 3 clusters Score -1066968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1066974.375000 Penalty: 4561.637695
	Iteration 53Q: 3 clusters Score -1066974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1066981.750000 Penalty: 4561.637695
	Iteration 54Q: 3 clusters Score -1066982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1066989.375000 Penalty: 4561.637695
	Iteration 55Q: 3 clusters Score -1066989 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1066996.875000 Penalty: 4561.637695
	Iteration 56Q: 3 clusters Score -1066997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1066996.875000 Penalty: 4561.637695
	Iteration 57Q: 3 clusters Score -1066997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1066998.000000 Penalty: 4561.637695
	Iteration 58Q: 3 clusters Score -1066998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1066996.375000 Penalty: 4561.637695
	Iteration 59Q: 3 clusters Score -1066996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1066996.375000 Penalty: 4561.637695
	Iteration 60F: 3 clusters Score -1066996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 9127 members 
Mstep: Class 3 contains 9393 members 
Mstep: Class 4 contains 27206 members 
Mstep: Class 5 contains 15575 members 
Mstep: Class 6 contains 7123 members 
Mstep: Class 7 contains 14830 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9026 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6254 members 
Mstep: Class 13 contains 17360 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 15 contains 34036 members 
Mstep: Class 16 contains 4922 members 
Mstep: Class 17 contains 2499 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 34480 members 
Mstep: Class 20 contains 15698 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 29282 members 
Mstep: Class 23 contains 38844 members 
Mstep: Class 24 contains 3629 members 
Mstep: Class 25 contains 4006 members 
Mstep: Class 26 contains 7428 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22649 members 
Mstep: Class 29 contains 3293 members 
Mstep: Class 30 contains 8406 members 
Mstep: Class 31 contains 8411 members 
Mstep: Class 32 contains 7768 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19193 members 
Mstep: Class 35 contains 20612 members 
Mstep: Class 36 contains 4451 members 
Mstep: Class 37 contains 21628 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16498 members 
Mstep: Class 40 contains 8655 members 
Mstep: Class 41 contains 15871 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90524 members 
Mstep: Class 44 contains 13766 members 
Mstep: Class 45 contains 1539 members 
Mstep: Class 46 contains 6828 members 
Mstep: Class 47 contains 11062 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33896 members 
Mstep: Class 50 contains 8645 members 
Mstep: Class 51 contains 1862 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4944 members 
Entering Unmasked Estep 
Score: -64760748.000000 Penalty: 175892.625000
Splitting cluster 16 changes total score from -64759824.000000 to -64760748.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 17 (2499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Entering Unmasked Estep 
Score: -183198.500000 Penalty: 1940.264282
	Iteration 0F: 2 clusters Score -183198.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -180307.906250 Penalty: 3880.528564
	Iteration 0F: 3 clusters Score -180307.9 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -180912.812500 Penalty: 3880.528564
	Iteration 1F: 3 clusters Score -180912.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -181070.015625 Penalty: 3880.528564
	Iteration 2F: 3 clusters Score -181070 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -181228.968750 Penalty: 3880.528564
	Iteration 3F: 3 clusters Score -181229 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -181382.187500 Penalty: 3880.528564
	Iteration 4Q: 3 clusters Score -181382.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -181482.703125 Penalty: 3880.528564
	Iteration 5Q: 3 clusters Score -181482.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -181561.000000 Penalty: 3880.528564
	Iteration 6Q: 3 clusters Score -181561 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -181637.421875 Penalty: 3880.528564
	Iteration 7Q: 3 clusters Score -181637.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -181697.531250 Penalty: 3880.528564
	Iteration 8Q: 3 clusters Score -181697.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -181745.000000 Penalty: 3880.528564
	Iteration 9Q: 3 clusters Score -181745 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -181782.890625 Penalty: 3880.528564
	Iteration 10Q: 3 clusters Score -181782.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -181823.296875 Penalty: 3880.528564
	Iteration 11Q: 3 clusters Score -181823.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -181852.687500 Penalty: 3880.528564
	Iteration 12Q: 3 clusters Score -181852.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -181890.156250 Penalty: 3880.528564
	Iteration 13Q: 3 clusters Score -181890.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -181925.109375 Penalty: 3880.528564
	Iteration 14Q: 3 clusters Score -181925.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -181975.593750 Penalty: 3880.528564
	Iteration 15Q: 3 clusters Score -181975.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -182021.375000 Penalty: 3880.528564
	Iteration 16Q: 3 clusters Score -182021.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -182048.296875 Penalty: 3880.528564
	Iteration 17Q: 3 clusters Score -182048.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -182063.265625 Penalty: 3880.528564
	Iteration 18Q: 3 clusters Score -182063.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -182083.843750 Penalty: 3880.528564
	Iteration 19Q: 3 clusters Score -182083.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -182105.078125 Penalty: 3880.528564
	Iteration 20F: 3 clusters Score -182105.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -182121.390625 Penalty: 3880.528564
	Iteration 21Q: 3 clusters Score -182121.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -182135.671875 Penalty: 3880.528564
	Iteration 22Q: 3 clusters Score -182135.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -182143.687500 Penalty: 3880.528564
	Iteration 23Q: 3 clusters Score -182143.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -182148.515625 Penalty: 3880.528564
	Iteration 24Q: 3 clusters Score -182148.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -182154.343750 Penalty: 3880.528564
	Iteration 25Q: 3 clusters Score -182154.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -182158.843750 Penalty: 3880.528564
	Iteration 26Q: 3 clusters Score -182158.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -182162.359375 Penalty: 3880.528564
	Iteration 27Q: 3 clusters Score -182162.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -182163.828125 Penalty: 3880.528564
	Iteration 28Q: 3 clusters Score -182163.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -182166.765625 Penalty: 3880.528564
	Iteration 29Q: 3 clusters Score -182166.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -182169.281250 Penalty: 3880.528564
	Iteration 30Q: 3 clusters Score -182169.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -182170.562500 Penalty: 3880.528564
	Iteration 31Q: 3 clusters Score -182170.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -182172.296875 Penalty: 3880.528564
	Iteration 32Q: 3 clusters Score -182172.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -182172.671875 Penalty: 3880.528564
	Iteration 33Q: 3 clusters Score -182172.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -182173.390625 Penalty: 3880.528564
	Iteration 34Q: 3 clusters Score -182173.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -182174.171875 Penalty: 3880.528564
	Iteration 35Q: 3 clusters Score -182174.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -182175.156250 Penalty: 3880.528564
	Iteration 36Q: 3 clusters Score -182175.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -182177.453125 Penalty: 3880.528564
	Iteration 37Q: 3 clusters Score -182177.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -182178.671875 Penalty: 3880.528564
	Iteration 38Q: 3 clusters Score -182178.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -182181.156250 Penalty: 3880.528564
	Iteration 39Q: 3 clusters Score -182181.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -182181.156250 Penalty: 3880.528564
	Iteration 40F: 3 clusters Score -182181.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -22268.267578 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -22268.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -21042.734375 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -21042.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21152.492188 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -21152.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21225.117188 Penalty: 2856.415283
	Iteration 2F: 3 clusters Score -21225.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21260.986328 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -21260.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -21275.195312 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -21275.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -21295.939453 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -21295.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21306.230469 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -21306.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21315.826172 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -21315.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -21316.859375 Penalty: 2856.415283
	Iteration 8Q: 3 clusters Score -21316.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -21316.859375 Penalty: 2856.415283
	Iteration 9F: 3 clusters Score -21316.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Entering Unmasked Estep 
Score: -3768022.250000 Penalty: 2591.137451
	Iteration 0F: 2 clusters Score -3768022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -3744467.250000 Penalty: 5182.274902
	Iteration 0F: 3 clusters Score -3744467 nChanged 15558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -3753158.500000 Penalty: 5182.274902
	Iteration 1F: 3 clusters Score -3753158 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -3753889.500000 Penalty: 5182.274902
	Iteration 2F: 3 clusters Score -3753890 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -3754776.500000 Penalty: 5182.274902
	Iteration 3F: 3 clusters Score -3754776 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -3756021.000000 Penalty: 5182.274902
	Iteration 4F: 3 clusters Score -3756021 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -3757735.750000 Penalty: 5182.274902
	Iteration 5F: 3 clusters Score -3757736 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -3759814.500000 Penalty: 5182.274902
	Iteration 6F: 3 clusters Score -3759814 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -3761886.000000 Penalty: 5182.274902
	Iteration 7F: 3 clusters Score -3761886 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3763530.750000 Penalty: 5182.274902
	Iteration 8F: 3 clusters Score -3763531 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3764569.000000 Penalty: 5182.274902
	Iteration 9Q: 3 clusters Score -3764569 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3765165.750000 Penalty: 5182.274902
	Iteration 10Q: 3 clusters Score -3765166 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3765438.750000 Penalty: 5182.274902
	Iteration 11Q: 3 clusters Score -3765439 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3765582.250000 Penalty: 5182.274902
	Iteration 12Q: 3 clusters Score -3765582 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3765650.500000 Penalty: 5182.274902
	Iteration 13Q: 3 clusters Score -3765650 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3765688.250000 Penalty: 5182.274902
	Iteration 14Q: 3 clusters Score -3765688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3765706.500000 Penalty: 5182.274902
	Iteration 15Q: 3 clusters Score -3765706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3765723.500000 Penalty: 5182.274902
	Iteration 16Q: 3 clusters Score -3765724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3765734.250000 Penalty: 5182.274902
	Iteration 17Q: 3 clusters Score -3765734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3765750.500000 Penalty: 5182.274902
	Iteration 18Q: 3 clusters Score -3765750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3765758.750000 Penalty: 5182.274902
	Iteration 19Q: 3 clusters Score -3765759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3765775.000000 Penalty: 5182.274902
	Iteration 20F: 3 clusters Score -3765775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3765779.000000 Penalty: 5182.274902
	Iteration 21Q: 3 clusters Score -3765779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3765792.500000 Penalty: 5182.274902
	Iteration 22Q: 3 clusters Score -3765792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3765796.000000 Penalty: 5182.274902
	Iteration 23Q: 3 clusters Score -3765796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3765807.750000 Penalty: 5182.274902
	Iteration 24Q: 3 clusters Score -3765808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3765807.250000 Penalty: 5182.274902
	Iteration 25Q: 3 clusters Score -3765807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3765805.000000 Penalty: 5182.274902
	Iteration 26Q: 3 clusters Score -3765805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3765805.000000 Penalty: 5182.274902
	Iteration 27F: 3 clusters Score -3765805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Entering Unmasked Estep 
Score: -1284423.250000 Penalty: 2395.999512
	Iteration 0F: 2 clusters Score -1284423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1273174.750000 Penalty: 4791.999023
	Iteration 0F: 3 clusters Score -1273175 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1276905.625000 Penalty: 4791.999023
	Iteration 1F: 3 clusters Score -1276906 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1277552.625000 Penalty: 4791.999023
	Iteration 2F: 3 clusters Score -1277553 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1278169.625000 Penalty: 4791.999023
	Iteration 3F: 3 clusters Score -1278170 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1278826.500000 Penalty: 4791.999023
	Iteration 4F: 3 clusters Score -1278826 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1279460.875000 Penalty: 4791.999023
	Iteration 5F: 3 clusters Score -1279461 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1280015.375000 Penalty: 4791.999023
	Iteration 6F: 3 clusters Score -1280015 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1280468.125000 Penalty: 4791.999023
	Iteration 7Q: 3 clusters Score -1280468 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1280836.125000 Penalty: 4791.999023
	Iteration 8Q: 3 clusters Score -1280836 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1281125.000000 Penalty: 4791.999023
	Iteration 9Q: 3 clusters Score -1281125 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1281343.500000 Penalty: 4791.999023
	Iteration 10Q: 3 clusters Score -1281344 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1281492.375000 Penalty: 4791.999023
	Iteration 11Q: 3 clusters Score -1281492 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1281582.500000 Penalty: 4791.999023
	Iteration 12Q: 3 clusters Score -1281582 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1281665.375000 Penalty: 4791.999023
	Iteration 13Q: 3 clusters Score -1281665 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1281746.250000 Penalty: 4791.999023
	Iteration 14Q: 3 clusters Score -1281746 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1281816.000000 Penalty: 4791.999023
	Iteration 15Q: 3 clusters Score -1281816 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1281868.750000 Penalty: 4791.999023
	Iteration 16Q: 3 clusters Score -1281869 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1281909.500000 Penalty: 4791.999023
	Iteration 17Q: 3 clusters Score -1281910 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1281951.750000 Penalty: 4791.999023
	Iteration 18Q: 3 clusters Score -1281952 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1281987.500000 Penalty: 4791.999023
	Iteration 19Q: 3 clusters Score -1281988 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1282023.750000 Penalty: 4791.999023
	Iteration 20F: 3 clusters Score -1282024 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1282059.500000 Penalty: 4791.999023
	Iteration 21Q: 3 clusters Score -1282060 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1282102.375000 Penalty: 4791.999023
	Iteration 22Q: 3 clusters Score -1282102 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1282146.000000 Penalty: 4791.999023
	Iteration 23Q: 3 clusters Score -1282146 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1282184.250000 Penalty: 4791.999023
	Iteration 24Q: 3 clusters Score -1282184 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1282221.625000 Penalty: 4791.999023
	Iteration 25Q: 3 clusters Score -1282222 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1282244.375000 Penalty: 4791.999023
	Iteration 26Q: 3 clusters Score -1282244 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1282271.125000 Penalty: 4791.999023
	Iteration 27Q: 3 clusters Score -1282271 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1282293.125000 Penalty: 4791.999023
	Iteration 28Q: 3 clusters Score -1282293 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1282314.500000 Penalty: 4791.999023
	Iteration 29Q: 3 clusters Score -1282314 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1282332.125000 Penalty: 4791.999023
	Iteration 30Q: 3 clusters Score -1282332 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1282352.250000 Penalty: 4791.999023
	Iteration 31Q: 3 clusters Score -1282352 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1282368.000000 Penalty: 4791.999023
	Iteration 32Q: 3 clusters Score -1282368 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1282382.250000 Penalty: 4791.999023
	Iteration 33Q: 3 clusters Score -1282382 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1282405.375000 Penalty: 4791.999023
	Iteration 34Q: 3 clusters Score -1282405 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1282423.375000 Penalty: 4791.999023
	Iteration 35Q: 3 clusters Score -1282423 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1282436.625000 Penalty: 4791.999023
	Iteration 36Q: 3 clusters Score -1282437 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1282451.000000 Penalty: 4791.999023
	Iteration 37Q: 3 clusters Score -1282451 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1282470.625000 Penalty: 4791.999023
	Iteration 38Q: 3 clusters Score -1282471 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1282490.000000 Penalty: 4791.999023
	Iteration 39Q: 3 clusters Score -1282490 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1282513.375000 Penalty: 4791.999023
	Iteration 40F: 3 clusters Score -1282513 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1282534.500000 Penalty: 4791.999023
	Iteration 41Q: 3 clusters Score -1282534 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1282549.000000 Penalty: 4791.999023
	Iteration 42Q: 3 clusters Score -1282549 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1282565.625000 Penalty: 4791.999023
	Iteration 43Q: 3 clusters Score -1282566 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1282569.625000 Penalty: 4791.999023
	Iteration 44Q: 3 clusters Score -1282570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1282578.375000 Penalty: 4791.999023
	Iteration 45Q: 3 clusters Score -1282578 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1282581.125000 Penalty: 4791.999023
	Iteration 46Q: 3 clusters Score -1282581 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1282592.750000 Penalty: 4791.999023
	Iteration 47Q: 3 clusters Score -1282593 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1282605.875000 Penalty: 4791.999023
	Iteration 48Q: 3 clusters Score -1282606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1282615.000000 Penalty: 4791.999023
	Iteration 49Q: 3 clusters Score -1282615 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1282621.875000 Penalty: 4791.999023
	Iteration 50Q: 3 clusters Score -1282622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1282626.125000 Penalty: 4791.999023
	Iteration 51Q: 3 clusters Score -1282626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1282628.875000 Penalty: 4791.999023
	Iteration 52Q: 3 clusters Score -1282629 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1282633.375000 Penalty: 4791.999023
	Iteration 53Q: 3 clusters Score -1282633 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1282636.500000 Penalty: 4791.999023
	Iteration 54Q: 3 clusters Score -1282636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1282642.375000 Penalty: 4791.999023
	Iteration 55Q: 3 clusters Score -1282642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1282651.750000 Penalty: 4791.999023
	Iteration 56Q: 3 clusters Score -1282652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1282656.500000 Penalty: 4791.999023
	Iteration 57Q: 3 clusters Score -1282656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1282658.500000 Penalty: 4791.999023
	Iteration 58Q: 3 clusters Score -1282658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1282665.750000 Penalty: 4791.999023
	Iteration 59Q: 3 clusters Score -1282666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1282669.750000 Penalty: 4791.999023
	Iteration 60F: 3 clusters Score -1282670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1282671.250000 Penalty: 4791.999023
	Iteration 61Q: 3 clusters Score -1282671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1282679.500000 Penalty: 4791.999023
	Iteration 62Q: 3 clusters Score -1282680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1282682.250000 Penalty: 4791.999023
	Iteration 63Q: 3 clusters Score -1282682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1282685.750000 Penalty: 4791.999023
	Iteration 64Q: 3 clusters Score -1282686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1282692.750000 Penalty: 4791.999023
	Iteration 65Q: 3 clusters Score -1282693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1282694.625000 Penalty: 4791.999023
	Iteration 66Q: 3 clusters Score -1282695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1282691.000000 Penalty: 4791.999023
	Iteration 67Q: 3 clusters Score -1282691 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1282696.500000 Penalty: 4791.999023
	Iteration 68Q: 3 clusters Score -1282696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1282699.375000 Penalty: 4791.999023
	Iteration 69Q: 3 clusters Score -1282699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1282703.000000 Penalty: 4791.999023
	Iteration 70Q: 3 clusters Score -1282703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1282706.750000 Penalty: 4791.999023
	Iteration 71Q: 3 clusters Score -1282707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1282707.125000 Penalty: 4791.999023
	Iteration 72Q: 3 clusters Score -1282707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1282709.750000 Penalty: 4791.999023
	Iteration 73Q: 3 clusters Score -1282710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1282711.500000 Penalty: 4791.999023
	Iteration 74Q: 3 clusters Score -1282712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1282715.125000 Penalty: 4791.999023
	Iteration 75Q: 3 clusters Score -1282715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1282715.500000 Penalty: 4791.999023
	Iteration 76Q: 3 clusters Score -1282716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1282717.125000 Penalty: 4791.999023
	Iteration 77Q: 3 clusters Score -1282717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1282719.500000 Penalty: 4791.999023
	Iteration 78Q: 3 clusters Score -1282720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1282720.500000 Penalty: 4791.999023
	Iteration 79Q: 3 clusters Score -1282720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1282721.125000 Penalty: 4791.999023
	Iteration 80F: 3 clusters Score -1282721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1282721.875000 Penalty: 4791.999023
	Iteration 81Q: 3 clusters Score -1282722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1282723.500000 Penalty: 4791.999023
	Iteration 82Q: 3 clusters Score -1282724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1282723.125000 Penalty: 4791.999023
	Iteration 83Q: 3 clusters Score -1282723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1282724.625000 Penalty: 4791.999023
	Iteration 84Q: 3 clusters Score -1282725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1282725.625000 Penalty: 4791.999023
	Iteration 85Q: 3 clusters Score -1282726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1282727.375000 Penalty: 4791.999023
	Iteration 86Q: 3 clusters Score -1282727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1282730.125000 Penalty: 4791.999023
	Iteration 87Q: 3 clusters Score -1282730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1282727.000000 Penalty: 4791.999023
	Iteration 88Q: 3 clusters Score -1282727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1282727.875000 Penalty: 4791.999023
	Iteration 89Q: 3 clusters Score -1282728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1282732.375000 Penalty: 4791.999023
	Iteration 90Q: 3 clusters Score -1282732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1282731.875000 Penalty: 4791.999023
	Iteration 91Q: 3 clusters Score -1282732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1282733.375000 Penalty: 4791.999023
	Iteration 92Q: 3 clusters Score -1282733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1282733.000000 Penalty: 4791.999023
	Iteration 93Q: 3 clusters Score -1282733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1282733.375000 Penalty: 4791.999023
	Iteration 94Q: 3 clusters Score -1282733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1282732.875000 Penalty: 4791.999023
	Iteration 95Q: 3 clusters Score -1282733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1282734.250000 Penalty: 4791.999023
	Iteration 96Q: 3 clusters Score -1282734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1282735.125000 Penalty: 4791.999023
	Iteration 97Q: 3 clusters Score -1282735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1282735.500000 Penalty: 4791.999023
	Iteration 98Q: 3 clusters Score -1282736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1282736.750000 Penalty: 4791.999023
	Iteration 99Q: 3 clusters Score -1282737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1282736.750000 Penalty: 4791.999023
	Iteration 100F: 3 clusters Score -1282737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Entering Unmasked Estep 
Score: -246822.218750 Penalty: 1910.905151
	Iteration 0F: 2 clusters Score -246822.2 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 1107 members 
Entering Unmasked Estep 
Score: -244031.375000 Penalty: 3821.810303
	Iteration 0F: 3 clusters Score -244031.4 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -244553.937500 Penalty: 3821.810303
	Iteration 1F: 3 clusters Score -244553.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -244699.312500 Penalty: 3821.810303
	Iteration 2F: 3 clusters Score -244699.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -244776.031250 Penalty: 3821.810303
	Iteration 3Q: 3 clusters Score -244776 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -244827.125000 Penalty: 3821.810303
	Iteration 4Q: 3 clusters Score -244827.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -244846.718750 Penalty: 3821.810303
	Iteration 5Q: 3 clusters Score -244846.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -244861.875000 Penalty: 3821.810303
	Iteration 6Q: 3 clusters Score -244861.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -244871.640625 Penalty: 3821.810303
	Iteration 7Q: 3 clusters Score -244871.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -244876.562500 Penalty: 3821.810303
	Iteration 8Q: 3 clusters Score -244876.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -244878.546875 Penalty: 3821.810303
	Iteration 9Q: 3 clusters Score -244878.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -244881.265625 Penalty: 3821.810303
	Iteration 10Q: 3 clusters Score -244881.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -244885.578125 Penalty: 3821.810303
	Iteration 11Q: 3 clusters Score -244885.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -244887.968750 Penalty: 3821.810303
	Iteration 12Q: 3 clusters Score -244888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -244889.750000 Penalty: 3821.810303
	Iteration 13Q: 3 clusters Score -244889.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -244891.125000 Penalty: 3821.810303
	Iteration 14Q: 3 clusters Score -244891.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -244891.625000 Penalty: 3821.810303
	Iteration 15Q: 3 clusters Score -244891.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -244891.921875 Penalty: 3821.810303
	Iteration 16Q: 3 clusters Score -244891.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -244891.921875 Penalty: 3821.810303
	Iteration 17F: 3 clusters Score -244891.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Entering Unmasked Estep 
Score: -3183118.500000 Penalty: 2550.612549
	Iteration 0F: 2 clusters Score -3183118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -3163018.500000 Penalty: 5101.225098
	Iteration 0F: 3 clusters Score -3163018 nChanged 13192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -3170253.000000 Penalty: 5101.225098
	Iteration 1F: 3 clusters Score -3170253 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -3170838.250000 Penalty: 5101.225098
	Iteration 2Q: 3 clusters Score -3170838 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -3171443.500000 Penalty: 5101.225098
	Iteration 3Q: 3 clusters Score -3171444 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -3172144.750000 Penalty: 5101.225098
	Iteration 4Q: 3 clusters Score -3172145 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -3172884.250000 Penalty: 5101.225098
	Iteration 5F: 3 clusters Score -3172884 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -3173621.000000 Penalty: 5101.225098
	Iteration 6F: 3 clusters Score -3173621 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -3174316.250000 Penalty: 5101.225098
	Iteration 7Q: 3 clusters Score -3174316 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -3175028.000000 Penalty: 5101.225098
	Iteration 8Q: 3 clusters Score -3175028 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -3175723.250000 Penalty: 5101.225098
	Iteration 9Q: 3 clusters Score -3175723 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -3176413.500000 Penalty: 5101.225098
	Iteration 10Q: 3 clusters Score -3176414 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -3177089.250000 Penalty: 5101.225098
	Iteration 11Q: 3 clusters Score -3177089 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -3177726.250000 Penalty: 5101.225098
	Iteration 12Q: 3 clusters Score -3177726 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -3178481.750000 Penalty: 5101.225098
	Iteration 13Q: 3 clusters Score -3178482 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -3179305.750000 Penalty: 5101.225098
	Iteration 14Q: 3 clusters Score -3179306 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -3179984.250000 Penalty: 5101.225098
	Iteration 15Q: 3 clusters Score -3179984 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -3180509.500000 Penalty: 5101.225098
	Iteration 16Q: 3 clusters Score -3180510 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -3180888.500000 Penalty: 5101.225098
	Iteration 17Q: 3 clusters Score -3180888 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -3181107.750000 Penalty: 5101.225098
	Iteration 18Q: 3 clusters Score -3181108 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -3181282.750000 Penalty: 5101.225098
	Iteration 19Q: 3 clusters Score -3181283 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -3181437.250000 Penalty: 5101.225098
	Iteration 20F: 3 clusters Score -3181437 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -3181551.000000 Penalty: 5101.225098
	Iteration 21Q: 3 clusters Score -3181551 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -3181650.250000 Penalty: 5101.225098
	Iteration 22Q: 3 clusters Score -3181650 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -3181726.250000 Penalty: 5101.225098
	Iteration 23Q: 3 clusters Score -3181726 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -3181809.250000 Penalty: 5101.225098
	Iteration 24Q: 3 clusters Score -3181809 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -3181877.750000 Penalty: 5101.225098
	Iteration 25Q: 3 clusters Score -3181878 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -3181940.500000 Penalty: 5101.225098
	Iteration 26Q: 3 clusters Score -3181940 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -3181980.750000 Penalty: 5101.225098
	Iteration 27Q: 3 clusters Score -3181981 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -3182019.500000 Penalty: 5101.225098
	Iteration 28Q: 3 clusters Score -3182020 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -3182056.250000 Penalty: 5101.225098
	Iteration 29Q: 3 clusters Score -3182056 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -3182087.750000 Penalty: 5101.225098
	Iteration 30Q: 3 clusters Score -3182088 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -3182099.250000 Penalty: 5101.225098
	Iteration 31Q: 3 clusters Score -3182099 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -3182116.500000 Penalty: 5101.225098
	Iteration 32Q: 3 clusters Score -3182116 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -3182124.000000 Penalty: 5101.225098
	Iteration 33Q: 3 clusters Score -3182124 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -3182133.750000 Penalty: 5101.225098
	Iteration 34Q: 3 clusters Score -3182134 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -3182143.000000 Penalty: 5101.225098
	Iteration 35Q: 3 clusters Score -3182143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -3182148.250000 Penalty: 5101.225098
	Iteration 36Q: 3 clusters Score -3182148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -3182157.000000 Penalty: 5101.225098
	Iteration 37Q: 3 clusters Score -3182157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -3182155.500000 Penalty: 5101.225098
	Iteration 38Q: 3 clusters Score -3182156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -3182157.500000 Penalty: 5101.225098
	Iteration 39Q: 3 clusters Score -3182158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -3182162.000000 Penalty: 5101.225098
	Iteration 40F: 3 clusters Score -3182162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -3182160.250000 Penalty: 5101.225098
	Iteration 41Q: 3 clusters Score -3182160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -3182164.500000 Penalty: 5101.225098
	Iteration 42Q: 3 clusters Score -3182164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -3182162.750000 Penalty: 5101.225098
	Iteration 43Q: 3 clusters Score -3182163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -3182165.500000 Penalty: 5101.225098
	Iteration 44Q: 3 clusters Score -3182166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -3182165.750000 Penalty: 5101.225098
	Iteration 45Q: 3 clusters Score -3182166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -3182165.750000 Penalty: 5101.225098
	Iteration 46F: 3 clusters Score -3182166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (38844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38844 members 
Entering Unmasked Estep 
Score: -4208403.500000 Penalty: 2620.692383
	Iteration 0F: 2 clusters Score -4208404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -4182003.000000 Penalty: 5241.384766
	Iteration 0F: 3 clusters Score -4182003 nChanged 17902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -4192303.000000 Penalty: 5241.384766
	Iteration 1F: 3 clusters Score -4192303 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -4193339.250000 Penalty: 5241.384766
	Iteration 2F: 3 clusters Score -4193339 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -4194584.000000 Penalty: 5241.384766
	Iteration 3F: 3 clusters Score -4194584 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -4196051.500000 Penalty: 5241.384766
	Iteration 4F: 3 clusters Score -4196052 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -4197658.000000 Penalty: 5241.384766
	Iteration 5F: 3 clusters Score -4197658 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -4199528.500000 Penalty: 5241.384766
	Iteration 6F: 3 clusters Score -4199528 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -4201461.500000 Penalty: 5241.384766
	Iteration 7F: 3 clusters Score -4201462 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -4203344.000000 Penalty: 5241.384766
	Iteration 8F: 3 clusters Score -4203344 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -4204947.000000 Penalty: 5241.384766
	Iteration 9F: 3 clusters Score -4204947 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -4205979.000000 Penalty: 5241.384766
	Iteration 10Q: 3 clusters Score -4205979 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -4206625.000000 Penalty: 5241.384766
	Iteration 11Q: 3 clusters Score -4206625 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -4207029.000000 Penalty: 5241.384766
	Iteration 12Q: 3 clusters Score -4207029 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -4207299.500000 Penalty: 5241.384766
	Iteration 13Q: 3 clusters Score -4207300 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -4207452.000000 Penalty: 5241.384766
	Iteration 14Q: 3 clusters Score -4207452 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -4207552.000000 Penalty: 5241.384766
	Iteration 15Q: 3 clusters Score -4207552 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -4207661.000000 Penalty: 5241.384766
	Iteration 16Q: 3 clusters Score -4207661 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -4207690.500000 Penalty: 5241.384766
	Iteration 17Q: 3 clusters Score -4207690 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -4207740.000000 Penalty: 5241.384766
	Iteration 18Q: 3 clusters Score -4207740 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -4207776.000000 Penalty: 5241.384766
	Iteration 19Q: 3 clusters Score -4207776 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -4207787.000000 Penalty: 5241.384766
	Iteration 20F: 3 clusters Score -4207787 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -4207801.500000 Penalty: 5241.384766
	Iteration 21Q: 3 clusters Score -4207802 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -4207811.500000 Penalty: 5241.384766
	Iteration 22Q: 3 clusters Score -4207812 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -4207818.000000 Penalty: 5241.384766
	Iteration 23Q: 3 clusters Score -4207818 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -4207827.500000 Penalty: 5241.384766
	Iteration 24Q: 3 clusters Score -4207828 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -4207831.500000 Penalty: 5241.384766
	Iteration 25Q: 3 clusters Score -4207832 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -4207841.500000 Penalty: 5241.384766
	Iteration 26Q: 3 clusters Score -4207842 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -4207852.500000 Penalty: 5241.384766
	Iteration 27Q: 3 clusters Score -4207852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -4207850.000000 Penalty: 5241.384766
	Iteration 28Q: 3 clusters Score -4207850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -4207849.000000 Penalty: 5241.384766
	Iteration 29Q: 3 clusters Score -4207849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -4207853.000000 Penalty: 5241.384766
	Iteration 30Q: 3 clusters Score -4207853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -4207859.500000 Penalty: 5241.384766
	Iteration 31Q: 3 clusters Score -4207860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -4207866.000000 Penalty: 5241.384766
	Iteration 32Q: 3 clusters Score -4207866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -4207868.500000 Penalty: 5241.384766
	Iteration 33Q: 3 clusters Score -4207868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -4207865.500000 Penalty: 5241.384766
	Iteration 34Q: 3 clusters Score -4207866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -4207864.000000 Penalty: 5241.384766
	Iteration 35Q: 3 clusters Score -4207864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -4207860.000000 Penalty: 5241.384766
	Iteration 36Q: 3 clusters Score -4207860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -4207865.500000 Penalty: 5241.384766
	Iteration 37Q: 3 clusters Score -4207866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -4207866.000000 Penalty: 5241.384766
	Iteration 38Q: 3 clusters Score -4207866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -4207874.000000 Penalty: 5241.384766
	Iteration 39Q: 3 clusters Score -4207874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -4207877.500000 Penalty: 5241.384766
	Iteration 40F: 3 clusters Score -4207878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -4207874.500000 Penalty: 5241.384766
	Iteration 41Q: 3 clusters Score -4207874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -4207873.500000 Penalty: 5241.384766
	Iteration 42Q: 3 clusters Score -4207874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -4207875.500000 Penalty: 5241.384766
	Iteration 43Q: 3 clusters Score -4207876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -4207872.500000 Penalty: 5241.384766
	Iteration 44Q: 3 clusters Score -4207872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -4207875.000000 Penalty: 5241.384766
	Iteration 45Q: 3 clusters Score -4207875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -4207876.000000 Penalty: 5241.384766
	Iteration 46Q: 3 clusters Score -4207876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -4207875.500000 Penalty: 5241.384766
	Iteration 47Q: 3 clusters Score -4207876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -4207876.000000 Penalty: 5241.384766
	Iteration 48Q: 3 clusters Score -4207876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -4207875.000000 Penalty: 5241.384766
	Iteration 49Q: 3 clusters Score -4207875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -4207877.500000 Penalty: 5241.384766
	Iteration 50Q: 3 clusters Score -4207878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -4207873.000000 Penalty: 5241.384766
	Iteration 51Q: 3 clusters Score -4207873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -4207878.000000 Penalty: 5241.384766
	Iteration 52Q: 3 clusters Score -4207878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -4207876.500000 Penalty: 5241.384766
	Iteration 53Q: 3 clusters Score -4207876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -4207877.500000 Penalty: 5241.384766
	Iteration 54Q: 3 clusters Score -4207878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -4207878.000000 Penalty: 5241.384766
	Iteration 55Q: 3 clusters Score -4207878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -4207883.000000 Penalty: 5241.384766
	Iteration 56Q: 3 clusters Score -4207883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -4207881.500000 Penalty: 5241.384766
	Iteration 57Q: 3 clusters Score -4207882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -4207878.000000 Penalty: 5241.384766
	Iteration 58Q: 3 clusters Score -4207878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -4207882.000000 Penalty: 5241.384766
	Iteration 59Q: 3 clusters Score -4207882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -4207883.000000 Penalty: 5241.384766
	Iteration 60F: 3 clusters Score -4207883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -4207885.000000 Penalty: 5241.384766
	Iteration 61Q: 3 clusters Score -4207885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -4207885.000000 Penalty: 5241.384766
	Iteration 62F: 3 clusters Score -4207885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Entering Unmasked Estep 
Score: -340096.000000 Penalty: 2032.784668
	Iteration 0F: 2 clusters Score -340096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -336391.156250 Penalty: 4065.569336
	Iteration 0F: 3 clusters Score -336391.2 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -337252.875000 Penalty: 4065.569336
	Iteration 1F: 3 clusters Score -337252.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -337520.156250 Penalty: 4065.569336
	Iteration 2F: 3 clusters Score -337520.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -337740.093750 Penalty: 4065.569336
	Iteration 3F: 3 clusters Score -337740.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -337912.718750 Penalty: 4065.569336
	Iteration 4F: 3 clusters Score -337912.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -338050.250000 Penalty: 4065.569336
	Iteration 5Q: 3 clusters Score -338050.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -338143.718750 Penalty: 4065.569336
	Iteration 6Q: 3 clusters Score -338143.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -338213.625000 Penalty: 4065.569336
	Iteration 7Q: 3 clusters Score -338213.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -338268.031250 Penalty: 4065.569336
	Iteration 8Q: 3 clusters Score -338268 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -338302.125000 Penalty: 4065.569336
	Iteration 9Q: 3 clusters Score -338302.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -338336.437500 Penalty: 4065.569336
	Iteration 10Q: 3 clusters Score -338336.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -338375.218750 Penalty: 4065.569336
	Iteration 11Q: 3 clusters Score -338375.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -338399.343750 Penalty: 4065.569336
	Iteration 12Q: 3 clusters Score -338399.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -338418.125000 Penalty: 4065.569336
	Iteration 13Q: 3 clusters Score -338418.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -338440.812500 Penalty: 4065.569336
	Iteration 14Q: 3 clusters Score -338440.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -338460.406250 Penalty: 4065.569336
	Iteration 15Q: 3 clusters Score -338460.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -338478.718750 Penalty: 4065.569336
	Iteration 16Q: 3 clusters Score -338478.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -338492.000000 Penalty: 4065.569336
	Iteration 17Q: 3 clusters Score -338492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -338502.531250 Penalty: 4065.569336
	Iteration 18Q: 3 clusters Score -338502.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -338520.312500 Penalty: 4065.569336
	Iteration 19Q: 3 clusters Score -338520.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -338536.718750 Penalty: 4065.569336
	Iteration 20F: 3 clusters Score -338536.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -338554.593750 Penalty: 4065.569336
	Iteration 21Q: 3 clusters Score -338554.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -338568.312500 Penalty: 4065.569336
	Iteration 22Q: 3 clusters Score -338568.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -338585.593750 Penalty: 4065.569336
	Iteration 23Q: 3 clusters Score -338585.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -338601.718750 Penalty: 4065.569336
	Iteration 24Q: 3 clusters Score -338601.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -338616.687500 Penalty: 4065.569336
	Iteration 25Q: 3 clusters Score -338616.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -338634.125000 Penalty: 4065.569336
	Iteration 26Q: 3 clusters Score -338634.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -338642.750000 Penalty: 4065.569336
	Iteration 27Q: 3 clusters Score -338642.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -338645.687500 Penalty: 4065.569336
	Iteration 28Q: 3 clusters Score -338645.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -338650.687500 Penalty: 4065.569336
	Iteration 29Q: 3 clusters Score -338650.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -338657.531250 Penalty: 4065.569336
	Iteration 30Q: 3 clusters Score -338657.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -338666.000000 Penalty: 4065.569336
	Iteration 31Q: 3 clusters Score -338666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -338670.531250 Penalty: 4065.569336
	Iteration 32Q: 3 clusters Score -338670.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -338672.937500 Penalty: 4065.569336
	Iteration 33Q: 3 clusters Score -338672.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -338673.218750 Penalty: 4065.569336
	Iteration 34Q: 3 clusters Score -338673.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -338673.937500 Penalty: 4065.569336
	Iteration 35Q: 3 clusters Score -338673.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -338675.218750 Penalty: 4065.569336
	Iteration 36Q: 3 clusters Score -338675.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -338676.218750 Penalty: 4065.569336
	Iteration 37Q: 3 clusters Score -338676.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -338677.718750 Penalty: 4065.569336
	Iteration 38Q: 3 clusters Score -338677.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -338678.125000 Penalty: 4065.569336
	Iteration 39Q: 3 clusters Score -338678.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -338678.125000 Penalty: 4065.569336
	Iteration 40F: 3 clusters Score -338678.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Entering Unmasked Estep 
Score: -399567.218750 Penalty: 2057.295898
	Iteration 0F: 2 clusters Score -399567.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -395684.375000 Penalty: 4114.591797
	Iteration 0F: 3 clusters Score -395684.4 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -396632.718750 Penalty: 4114.591797
	Iteration 1F: 3 clusters Score -396632.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -396865.000000 Penalty: 4114.591797
	Iteration 2F: 3 clusters Score -396865 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -397022.187500 Penalty: 4114.591797
	Iteration 3F: 3 clusters Score -397022.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -397132.906250 Penalty: 4114.591797
	Iteration 4Q: 3 clusters Score -397132.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -397245.343750 Penalty: 4114.591797
	Iteration 5Q: 3 clusters Score -397245.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -397357.156250 Penalty: 4114.591797
	Iteration 6Q: 3 clusters Score -397357.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -397447.093750 Penalty: 4114.591797
	Iteration 7Q: 3 clusters Score -397447.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -397524.968750 Penalty: 4114.591797
	Iteration 8Q: 3 clusters Score -397525 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -397593.937500 Penalty: 4114.591797
	Iteration 9Q: 3 clusters Score -397593.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -397656.593750 Penalty: 4114.591797
	Iteration 10Q: 3 clusters Score -397656.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -397717.312500 Penalty: 4114.591797
	Iteration 11Q: 3 clusters Score -397717.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -397805.593750 Penalty: 4114.591797
	Iteration 12Q: 3 clusters Score -397805.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -397879.062500 Penalty: 4114.591797
	Iteration 13Q: 3 clusters Score -397879.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -397944.187500 Penalty: 4114.591797
	Iteration 14Q: 3 clusters Score -397944.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -398012.906250 Penalty: 4114.591797
	Iteration 15Q: 3 clusters Score -398012.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -398061.718750 Penalty: 4114.591797
	Iteration 16Q: 3 clusters Score -398061.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -398088.812500 Penalty: 4114.591797
	Iteration 17Q: 3 clusters Score -398088.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -398117.718750 Penalty: 4114.591797
	Iteration 18Q: 3 clusters Score -398117.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -398148.656250 Penalty: 4114.591797
	Iteration 19Q: 3 clusters Score -398148.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -398175.406250 Penalty: 4114.591797
	Iteration 20F: 3 clusters Score -398175.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -398201.375000 Penalty: 4114.591797
	Iteration 21Q: 3 clusters Score -398201.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -398218.843750 Penalty: 4114.591797
	Iteration 22Q: 3 clusters Score -398218.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -398229.375000 Penalty: 4114.591797
	Iteration 23Q: 3 clusters Score -398229.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -398234.375000 Penalty: 4114.591797
	Iteration 24Q: 3 clusters Score -398234.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -398237.812500 Penalty: 4114.591797
	Iteration 25Q: 3 clusters Score -398237.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -398242.437500 Penalty: 4114.591797
	Iteration 26Q: 3 clusters Score -398242.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -398244.843750 Penalty: 4114.591797
	Iteration 27Q: 3 clusters Score -398244.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -398245.531250 Penalty: 4114.591797
	Iteration 28Q: 3 clusters Score -398245.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -398247.687500 Penalty: 4114.591797
	Iteration 29Q: 3 clusters Score -398247.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -398247.781250 Penalty: 4114.591797
	Iteration 30Q: 3 clusters Score -398247.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -398248.500000 Penalty: 4114.591797
	Iteration 31Q: 3 clusters Score -398248.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -398248.500000 Penalty: 4114.591797
	Iteration 32F: 3 clusters Score -398248.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Entering Unmasked Estep 
Score: -795171.375000 Penalty: 2210.426758
	Iteration 0F: 2 clusters Score -795171.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -789170.687500 Penalty: 4420.853516
	Iteration 0F: 3 clusters Score -789170.7 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -790848.875000 Penalty: 4420.853516
	Iteration 1F: 3 clusters Score -790848.9 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -791307.687500 Penalty: 4420.853516
	Iteration 2F: 3 clusters Score -791307.7 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -791703.250000 Penalty: 4420.853516
	Iteration 3F: 3 clusters Score -791703.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -792127.750000 Penalty: 4420.853516
	Iteration 4F: 3 clusters Score -792127.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -792538.500000 Penalty: 4420.853516
	Iteration 5F: 3 clusters Score -792538.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -792877.500000 Penalty: 4420.853516
	Iteration 6F: 3 clusters Score -792877.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -793131.000000 Penalty: 4420.853516
	Iteration 7Q: 3 clusters Score -793131 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -793369.875000 Penalty: 4420.853516
	Iteration 8Q: 3 clusters Score -793369.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -793559.125000 Penalty: 4420.853516
	Iteration 9Q: 3 clusters Score -793559.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -793677.562500 Penalty: 4420.853516
	Iteration 10Q: 3 clusters Score -793677.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -793788.937500 Penalty: 4420.853516
	Iteration 11Q: 3 clusters Score -793788.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -793912.875000 Penalty: 4420.853516
	Iteration 12Q: 3 clusters Score -793912.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -794009.750000 Penalty: 4420.853516
	Iteration 13Q: 3 clusters Score -794009.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -794085.000000 Penalty: 4420.853516
	Iteration 14Q: 3 clusters Score -794085 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -794119.875000 Penalty: 4420.853516
	Iteration 15Q: 3 clusters Score -794119.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -794138.562500 Penalty: 4420.853516
	Iteration 16Q: 3 clusters Score -794138.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -794147.750000 Penalty: 4420.853516
	Iteration 17Q: 3 clusters Score -794147.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -794152.625000 Penalty: 4420.853516
	Iteration 18Q: 3 clusters Score -794152.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -794158.125000 Penalty: 4420.853516
	Iteration 19Q: 3 clusters Score -794158.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -794158.375000 Penalty: 4420.853516
	Iteration 20F: 3 clusters Score -794158.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -794159.500000 Penalty: 4420.853516
	Iteration 21Q: 3 clusters Score -794159.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -794161.875000 Penalty: 4420.853516
	Iteration 22Q: 3 clusters Score -794161.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -794164.437500 Penalty: 4420.853516
	Iteration 23Q: 3 clusters Score -794164.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -794165.062500 Penalty: 4420.853516
	Iteration 24Q: 3 clusters Score -794165.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -794166.437500 Penalty: 4420.853516
	Iteration 25Q: 3 clusters Score -794166.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -794169.125000 Penalty: 4420.853516
	Iteration 26Q: 3 clusters Score -794169.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -794169.750000 Penalty: 4420.853516
	Iteration 27Q: 3 clusters Score -794169.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -794172.875000 Penalty: 4420.853516
	Iteration 28Q: 3 clusters Score -794172.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -794179.000000 Penalty: 4420.853516
	Iteration 29Q: 3 clusters Score -794179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -794183.187500 Penalty: 4420.853516
	Iteration 30Q: 3 clusters Score -794183.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -794189.812500 Penalty: 4420.853516
	Iteration 31Q: 3 clusters Score -794189.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -794193.562500 Penalty: 4420.853516
	Iteration 32Q: 3 clusters Score -794193.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -794200.125000 Penalty: 4420.853516
	Iteration 33Q: 3 clusters Score -794200.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -794207.937500 Penalty: 4420.853516
	Iteration 34Q: 3 clusters Score -794207.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -794212.187500 Penalty: 4420.853516
	Iteration 35Q: 3 clusters Score -794212.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -794217.062500 Penalty: 4420.853516
	Iteration 36Q: 3 clusters Score -794217.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -794219.625000 Penalty: 4420.853516
	Iteration 37Q: 3 clusters Score -794219.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -794221.250000 Penalty: 4420.853516
	Iteration 38Q: 3 clusters Score -794221.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -794222.250000 Penalty: 4420.853516
	Iteration 39Q: 3 clusters Score -794222.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -794224.812500 Penalty: 4420.853516
	Iteration 40F: 3 clusters Score -794224.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -794224.625000 Penalty: 4420.853516
	Iteration 41Q: 3 clusters Score -794224.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -794224.750000 Penalty: 4420.853516
	Iteration 42Q: 3 clusters Score -794224.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -794224.750000 Penalty: 4420.853516
	Iteration 43F: 3 clusters Score -794224.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Entering Unmasked Estep 
Score: -9719.541992 Penalty: 1187.297974
	Iteration 0F: 2 clusters Score -9719.542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8848.692383 Penalty: 2374.595947
	Iteration 0F: 3 clusters Score -8848.692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8885.398438 Penalty: 2374.595947
	Iteration 1Q: 3 clusters Score -8885.398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8885.398438 Penalty: 2374.595947
	Iteration 2F: 3 clusters Score -8885.398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (22649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Entering Unmasked Estep 
Score: -2171475.250000 Penalty: 2486.912109
	Iteration 0F: 2 clusters Score -2171475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2155702.500000 Penalty: 4973.824219
	Iteration 0F: 3 clusters Score -2155702 nChanged 10030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2161357.250000 Penalty: 4973.824219
	Iteration 1F: 3 clusters Score -2161357 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2161921.500000 Penalty: 4973.824219
	Iteration 2F: 3 clusters Score -2161922 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2162506.500000 Penalty: 4973.824219
	Iteration 3F: 3 clusters Score -2162506 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2163182.500000 Penalty: 4973.824219
	Iteration 4F: 3 clusters Score -2163182 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2164015.500000 Penalty: 4973.824219
	Iteration 5F: 3 clusters Score -2164016 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2165012.000000 Penalty: 4973.824219
	Iteration 6F: 3 clusters Score -2165012 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2166048.750000 Penalty: 4973.824219
	Iteration 7F: 3 clusters Score -2166049 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2166945.000000 Penalty: 4973.824219
	Iteration 8F: 3 clusters Score -2166945 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2167578.750000 Penalty: 4973.824219
	Iteration 9Q: 3 clusters Score -2167579 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2168020.750000 Penalty: 4973.824219
	Iteration 10Q: 3 clusters Score -2168021 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2168305.000000 Penalty: 4973.824219
	Iteration 11Q: 3 clusters Score -2168305 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2168465.000000 Penalty: 4973.824219
	Iteration 12Q: 3 clusters Score -2168465 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2168558.750000 Penalty: 4973.824219
	Iteration 13Q: 3 clusters Score -2168559 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2168625.250000 Penalty: 4973.824219
	Iteration 14Q: 3 clusters Score -2168625 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2168670.250000 Penalty: 4973.824219
	Iteration 15Q: 3 clusters Score -2168670 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2168704.750000 Penalty: 4973.824219
	Iteration 16Q: 3 clusters Score -2168705 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2168738.000000 Penalty: 4973.824219
	Iteration 17Q: 3 clusters Score -2168738 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -2168760.000000 Penalty: 4973.824219
	Iteration 18Q: 3 clusters Score -2168760 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2168778.500000 Penalty: 4973.824219
	Iteration 19Q: 3 clusters Score -2168778 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2168798.000000 Penalty: 4973.824219
	Iteration 20F: 3 clusters Score -2168798 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2168804.000000 Penalty: 4973.824219
	Iteration 21Q: 3 clusters Score -2168804 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2168806.500000 Penalty: 4973.824219
	Iteration 22Q: 3 clusters Score -2168806 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2168822.500000 Penalty: 4973.824219
	Iteration 23Q: 3 clusters Score -2168822 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2168827.250000 Penalty: 4973.824219
	Iteration 24Q: 3 clusters Score -2168827 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2168837.000000 Penalty: 4973.824219
	Iteration 25Q: 3 clusters Score -2168837 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2168844.000000 Penalty: 4973.824219
	Iteration 26Q: 3 clusters Score -2168844 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2168863.750000 Penalty: 4973.824219
	Iteration 27Q: 3 clusters Score -2168864 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2168870.750000 Penalty: 4973.824219
	Iteration 28Q: 3 clusters Score -2168871 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2168880.750000 Penalty: 4973.824219
	Iteration 29Q: 3 clusters Score -2168881 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2168885.500000 Penalty: 4973.824219
	Iteration 30Q: 3 clusters Score -2168886 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2168890.500000 Penalty: 4973.824219
	Iteration 31Q: 3 clusters Score -2168890 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2168897.250000 Penalty: 4973.824219
	Iteration 32Q: 3 clusters Score -2168897 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -2168900.500000 Penalty: 4973.824219
	Iteration 33Q: 3 clusters Score -2168900 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -2168896.750000 Penalty: 4973.824219
	Iteration 34Q: 3 clusters Score -2168897 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2168901.250000 Penalty: 4973.824219
	Iteration 35Q: 3 clusters Score -2168901 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2168904.500000 Penalty: 4973.824219
	Iteration 36Q: 3 clusters Score -2168904 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2168910.000000 Penalty: 4973.824219
	Iteration 37Q: 3 clusters Score -2168910 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2168918.000000 Penalty: 4973.824219
	Iteration 38Q: 3 clusters Score -2168918 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2168926.250000 Penalty: 4973.824219
	Iteration 39Q: 3 clusters Score -2168926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2168929.000000 Penalty: 4973.824219
	Iteration 40F: 3 clusters Score -2168929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2168931.750000 Penalty: 4973.824219
	Iteration 41Q: 3 clusters Score -2168932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2168929.500000 Penalty: 4973.824219
	Iteration 42Q: 3 clusters Score -2168930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2168930.000000 Penalty: 4973.824219
	Iteration 43Q: 3 clusters Score -2168930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2168929.250000 Penalty: 4973.824219
	Iteration 44Q: 3 clusters Score -2168929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2168932.250000 Penalty: 4973.824219
	Iteration 45Q: 3 clusters Score -2168932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2168928.000000 Penalty: 4973.824219
	Iteration 46Q: 3 clusters Score -2168928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2168930.250000 Penalty: 4973.824219
	Iteration 47Q: 3 clusters Score -2168930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2168933.750000 Penalty: 4973.824219
	Iteration 48Q: 3 clusters Score -2168934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2168942.500000 Penalty: 4973.824219
	Iteration 49Q: 3 clusters Score -2168942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2168939.250000 Penalty: 4973.824219
	Iteration 50Q: 3 clusters Score -2168939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2168937.250000 Penalty: 4973.824219
	Iteration 51Q: 3 clusters Score -2168937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2168940.250000 Penalty: 4973.824219
	Iteration 52Q: 3 clusters Score -2168940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2168936.750000 Penalty: 4973.824219
	Iteration 53Q: 3 clusters Score -2168937 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2168936.000000 Penalty: 4973.824219
	Iteration 54Q: 3 clusters Score -2168936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2168936.750000 Penalty: 4973.824219
	Iteration 55Q: 3 clusters Score -2168937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2168943.500000 Penalty: 4973.824219
	Iteration 56Q: 3 clusters Score -2168944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2168951.750000 Penalty: 4973.824219
	Iteration 57Q: 3 clusters Score -2168952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2168955.250000 Penalty: 4973.824219
	Iteration 58Q: 3 clusters Score -2168955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2168954.750000 Penalty: 4973.824219
	Iteration 59Q: 3 clusters Score -2168955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2168953.500000 Penalty: 4973.824219
	Iteration 60F: 3 clusters Score -2168954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2168958.250000 Penalty: 4973.824219
	Iteration 61Q: 3 clusters Score -2168958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2168957.750000 Penalty: 4973.824219
	Iteration 62Q: 3 clusters Score -2168958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -2168961.250000 Penalty: 4973.824219
	Iteration 63Q: 3 clusters Score -2168961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -2168964.500000 Penalty: 4973.824219
	Iteration 64Q: 3 clusters Score -2168964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2168965.250000 Penalty: 4973.824219
	Iteration 65Q: 3 clusters Score -2168965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2168965.250000 Penalty: 4973.824219
	Iteration 66Q: 3 clusters Score -2168965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2168965.250000 Penalty: 4973.824219
	Iteration 67Q: 3 clusters Score -2168965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -2168962.750000 Penalty: 4973.824219
	Iteration 68Q: 3 clusters Score -2168963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2168965.000000 Penalty: 4973.824219
	Iteration 69Q: 3 clusters Score -2168965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2168965.000000 Penalty: 4973.824219
	Iteration 70Q: 3 clusters Score -2168965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2168966.250000 Penalty: 4973.824219
	Iteration 71Q: 3 clusters Score -2168966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2168964.500000 Penalty: 4973.824219
	Iteration 72Q: 3 clusters Score -2168964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2168969.500000 Penalty: 4973.824219
	Iteration 73Q: 3 clusters Score -2168970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2168971.500000 Penalty: 4973.824219
	Iteration 74Q: 3 clusters Score -2168972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2168968.000000 Penalty: 4973.824219
	Iteration 75Q: 3 clusters Score -2168968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -2168970.250000 Penalty: 4973.824219
	Iteration 76Q: 3 clusters Score -2168970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2168971.000000 Penalty: 4973.824219
	Iteration 77Q: 3 clusters Score -2168971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2168967.750000 Penalty: 4973.824219
	Iteration 78Q: 3 clusters Score -2168968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2168968.250000 Penalty: 4973.824219
	Iteration 79Q: 3 clusters Score -2168968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2168967.750000 Penalty: 4973.824219
	Iteration 80F: 3 clusters Score -2168968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2168969.250000 Penalty: 4973.824219
	Iteration 81Q: 3 clusters Score -2168969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2168974.750000 Penalty: 4973.824219
	Iteration 82Q: 3 clusters Score -2168975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2168974.250000 Penalty: 4973.824219
	Iteration 83Q: 3 clusters Score -2168974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -2168973.250000 Penalty: 4973.824219
	Iteration 84Q: 3 clusters Score -2168973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2168972.750000 Penalty: 4973.824219
	Iteration 85Q: 3 clusters Score -2168973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2168971.000000 Penalty: 4973.824219
	Iteration 86Q: 3 clusters Score -2168971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2168971.750000 Penalty: 4973.824219
	Iteration 87Q: 3 clusters Score -2168972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2168973.250000 Penalty: 4973.824219
	Iteration 88Q: 3 clusters Score -2168973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2168971.500000 Penalty: 4973.824219
	Iteration 89Q: 3 clusters Score -2168972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2168970.750000 Penalty: 4973.824219
	Iteration 90Q: 3 clusters Score -2168971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2168972.000000 Penalty: 4973.824219
	Iteration 91Q: 3 clusters Score -2168972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2168975.500000 Penalty: 4973.824219
	Iteration 92Q: 3 clusters Score -2168976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2168975.000000 Penalty: 4973.824219
	Iteration 93Q: 3 clusters Score -2168975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2168979.000000 Penalty: 4973.824219
	Iteration 94Q: 3 clusters Score -2168979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2168975.000000 Penalty: 4973.824219
	Iteration 95Q: 3 clusters Score -2168975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2168975.250000 Penalty: 4973.824219
	Iteration 96Q: 3 clusters Score -2168975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2168976.250000 Penalty: 4973.824219
	Iteration 97Q: 3 clusters Score -2168976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2168976.500000 Penalty: 4973.824219
	Iteration 98Q: 3 clusters Score -2168976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2168974.500000 Penalty: 4973.824219
	Iteration 99Q: 3 clusters Score -2168974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2168977.000000 Penalty: 4973.824219
	Iteration 100F: 3 clusters Score -2168977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2168978.500000 Penalty: 4973.824219
	Iteration 101Q: 3 clusters Score -2168978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2168980.500000 Penalty: 4973.824219
	Iteration 102Q: 3 clusters Score -2168980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2168977.250000 Penalty: 4973.824219
	Iteration 103Q: 3 clusters Score -2168977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2168980.500000 Penalty: 4973.824219
	Iteration 104Q: 3 clusters Score -2168980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2168979.000000 Penalty: 4973.824219
	Iteration 105Q: 3 clusters Score -2168979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2168974.750000 Penalty: 4973.824219
	Iteration 106Q: 3 clusters Score -2168975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2168978.000000 Penalty: 4973.824219
	Iteration 107Q: 3 clusters Score -2168978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -2168977.500000 Penalty: 4973.824219
	Iteration 108Q: 3 clusters Score -2168978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2168977.750000 Penalty: 4973.824219
	Iteration 109Q: 3 clusters Score -2168978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2168976.250000 Penalty: 4973.824219
	Iteration 110Q: 3 clusters Score -2168976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -2168979.750000 Penalty: 4973.824219
	Iteration 111Q: 3 clusters Score -2168980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2168985.500000 Penalty: 4973.824219
	Iteration 112Q: 3 clusters Score -2168986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2168989.500000 Penalty: 4973.824219
	Iteration 113Q: 3 clusters Score -2168990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2168988.250000 Penalty: 4973.824219
	Iteration 114Q: 3 clusters Score -2168988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2168986.500000 Penalty: 4973.824219
	Iteration 115Q: 3 clusters Score -2168986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2168986.500000 Penalty: 4973.824219
	Iteration 116Q: 3 clusters Score -2168986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2168995.750000 Penalty: 4973.824219
	Iteration 117Q: 3 clusters Score -2168996 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2169000.500000 Penalty: 4973.824219
	Iteration 118Q: 3 clusters Score -2169000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -2169003.750000 Penalty: 4973.824219
	Iteration 119Q: 3 clusters Score -2169004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2169001.500000 Penalty: 4973.824219
	Iteration 120F: 3 clusters Score -2169002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2169003.250000 Penalty: 4973.824219
	Iteration 121Q: 3 clusters Score -2169003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -2169008.250000 Penalty: 4973.824219
	Iteration 122Q: 3 clusters Score -2169008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2169008.250000 Penalty: 4973.824219
	Iteration 123Q: 3 clusters Score -2169008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2169004.000000 Penalty: 4973.824219
	Iteration 124Q: 3 clusters Score -2169004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2169001.500000 Penalty: 4973.824219
	Iteration 125Q: 3 clusters Score -2169002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2169002.250000 Penalty: 4973.824219
	Iteration 126Q: 3 clusters Score -2169002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2169002.500000 Penalty: 4973.824219
	Iteration 127Q: 3 clusters Score -2169002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2169003.500000 Penalty: 4973.824219
	Iteration 128Q: 3 clusters Score -2169004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2169007.000000 Penalty: 4973.824219
	Iteration 129Q: 3 clusters Score -2169007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -2169015.250000 Penalty: 4973.824219
	Iteration 130Q: 3 clusters Score -2169015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2169012.500000 Penalty: 4973.824219
	Iteration 131Q: 3 clusters Score -2169012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -2169015.750000 Penalty: 4973.824219
	Iteration 132Q: 3 clusters Score -2169016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2169014.750000 Penalty: 4973.824219
	Iteration 133Q: 3 clusters Score -2169015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2169014.750000 Penalty: 4973.824219
	Iteration 134Q: 3 clusters Score -2169015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -2169009.250000 Penalty: 4973.824219
	Iteration 135Q: 3 clusters Score -2169009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2169009.750000 Penalty: 4973.824219
	Iteration 136Q: 3 clusters Score -2169010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -2169016.250000 Penalty: 4973.824219
	Iteration 137Q: 3 clusters Score -2169016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -2169024.250000 Penalty: 4973.824219
	Iteration 138Q: 3 clusters Score -2169024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2169017.500000 Penalty: 4973.824219
	Iteration 139Q: 3 clusters Score -2169018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2169016.750000 Penalty: 4973.824219
	Iteration 140F: 3 clusters Score -2169017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2169015.750000 Penalty: 4973.824219
	Iteration 141Q: 3 clusters Score -2169016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2169017.000000 Penalty: 4973.824219
	Iteration 142Q: 3 clusters Score -2169017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2169014.750000 Penalty: 4973.824219
	Iteration 143Q: 3 clusters Score -2169015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2169018.000000 Penalty: 4973.824219
	Iteration 144Q: 3 clusters Score -2169018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -2169020.500000 Penalty: 4973.824219
	Iteration 145Q: 3 clusters Score -2169020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2169019.750000 Penalty: 4973.824219
	Iteration 146Q: 3 clusters Score -2169020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2169021.250000 Penalty: 4973.824219
	Iteration 147Q: 3 clusters Score -2169021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2169025.500000 Penalty: 4973.824219
	Iteration 148Q: 3 clusters Score -2169026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2169023.750000 Penalty: 4973.824219
	Iteration 149Q: 3 clusters Score -2169024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2169024.750000 Penalty: 4973.824219
	Iteration 150Q: 3 clusters Score -2169025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2169023.500000 Penalty: 4973.824219
	Iteration 151Q: 3 clusters Score -2169024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2169024.500000 Penalty: 4973.824219
	Iteration 152Q: 3 clusters Score -2169024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -2169025.500000 Penalty: 4973.824219
	Iteration 153Q: 3 clusters Score -2169026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -2169023.500000 Penalty: 4973.824219
	Iteration 154Q: 3 clusters Score -2169024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2169026.250000 Penalty: 4973.824219
	Iteration 155Q: 3 clusters Score -2169026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -2169026.750000 Penalty: 4973.824219
	Iteration 156Q: 3 clusters Score -2169027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -2169023.000000 Penalty: 4973.824219
	Iteration 157Q: 3 clusters Score -2169023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2169024.750000 Penalty: 4973.824219
	Iteration 158Q: 3 clusters Score -2169025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2169025.250000 Penalty: 4973.824219
	Iteration 159Q: 3 clusters Score -2169025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -2169027.000000 Penalty: 4973.824219
	Iteration 160F: 3 clusters Score -2169027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2169024.250000 Penalty: 4973.824219
	Iteration 161Q: 3 clusters Score -2169024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2169024.250000 Penalty: 4973.824219
	Iteration 162F: 3 clusters Score -2169024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Entering Unmasked Estep 
Score: -360143.312500 Penalty: 2008.689453
	Iteration 0F: 2 clusters Score -360143.3 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 1616 members 
Entering Unmasked Estep 
Score: -356672.937500 Penalty: 4017.378906
	Iteration 0F: 3 clusters Score -356672.9 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -357386.500000 Penalty: 4017.378906
	Iteration 1F: 3 clusters Score -357386.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -357558.625000 Penalty: 4017.378906
	Iteration 2F: 3 clusters Score -357558.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -357651.250000 Penalty: 4017.378906
	Iteration 3Q: 3 clusters Score -357651.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -357703.187500 Penalty: 4017.378906
	Iteration 4Q: 3 clusters Score -357703.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -357743.000000 Penalty: 4017.378906
	Iteration 5Q: 3 clusters Score -357743 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -357769.500000 Penalty: 4017.378906
	Iteration 6Q: 3 clusters Score -357769.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -357793.562500 Penalty: 4017.378906
	Iteration 7Q: 3 clusters Score -357793.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -357821.093750 Penalty: 4017.378906
	Iteration 8Q: 3 clusters Score -357821.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -357833.187500 Penalty: 4017.378906
	Iteration 9Q: 3 clusters Score -357833.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -357843.968750 Penalty: 4017.378906
	Iteration 10Q: 3 clusters Score -357844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -357852.656250 Penalty: 4017.378906
	Iteration 11Q: 3 clusters Score -357852.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -357856.687500 Penalty: 4017.378906
	Iteration 12Q: 3 clusters Score -357856.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -357861.312500 Penalty: 4017.378906
	Iteration 13Q: 3 clusters Score -357861.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -357866.437500 Penalty: 4017.378906
	Iteration 14Q: 3 clusters Score -357866.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -357870.718750 Penalty: 4017.378906
	Iteration 15Q: 3 clusters Score -357870.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -357872.250000 Penalty: 4017.378906
	Iteration 16Q: 3 clusters Score -357872.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -357873.843750 Penalty: 4017.378906
	Iteration 17Q: 3 clusters Score -357873.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -357876.375000 Penalty: 4017.378906
	Iteration 18Q: 3 clusters Score -357876.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -357878.406250 Penalty: 4017.378906
	Iteration 19Q: 3 clusters Score -357878.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -357879.656250 Penalty: 4017.378906
	Iteration 20F: 3 clusters Score -357879.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -357881.500000 Penalty: 4017.378906
	Iteration 21Q: 3 clusters Score -357881.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -357883.500000 Penalty: 4017.378906
	Iteration 22Q: 3 clusters Score -357883.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -357885.406250 Penalty: 4017.378906
	Iteration 23Q: 3 clusters Score -357885.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -357886.343750 Penalty: 4017.378906
	Iteration 24Q: 3 clusters Score -357886.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -357886.843750 Penalty: 4017.378906
	Iteration 25Q: 3 clusters Score -357886.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -357888.468750 Penalty: 4017.378906
	Iteration 26Q: 3 clusters Score -357888.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -357888.375000 Penalty: 4017.378906
	Iteration 27Q: 3 clusters Score -357888.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -357888.375000 Penalty: 4017.378906
	Iteration 28Q: 3 clusters Score -357888.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -357889.187500 Penalty: 4017.378906
	Iteration 29Q: 3 clusters Score -357889.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -357890.312500 Penalty: 4017.378906
	Iteration 30Q: 3 clusters Score -357890.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -357891.937500 Penalty: 4017.378906
	Iteration 31Q: 3 clusters Score -357891.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -357892.562500 Penalty: 4017.378906
	Iteration 32Q: 3 clusters Score -357892.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -357892.750000 Penalty: 4017.378906
	Iteration 33Q: 3 clusters Score -357892.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -357893.000000 Penalty: 4017.378906
	Iteration 34Q: 3 clusters Score -357893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -357893.000000 Penalty: 4017.378906
	Iteration 35F: 3 clusters Score -357893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Entering Unmasked Estep 
Score: -878826.937500 Penalty: 2241.101807
	Iteration 0F: 2 clusters Score -878826.9 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 4238 members 
Entering Unmasked Estep 
Score: -872114.875000 Penalty: 4482.203613
	Iteration 0F: 3 clusters Score -872114.9 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -873935.500000 Penalty: 4482.203613
	Iteration 1F: 3 clusters Score -873935.5 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -874347.312500 Penalty: 4482.203613
	Iteration 2F: 3 clusters Score -874347.3 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -874699.187500 Penalty: 4482.203613
	Iteration 3F: 3 clusters Score -874699.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -874994.375000 Penalty: 4482.203613
	Iteration 4F: 3 clusters Score -874994.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -875275.125000 Penalty: 4482.203613
	Iteration 5F: 3 clusters Score -875275.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -875518.375000 Penalty: 4482.203613
	Iteration 6Q: 3 clusters Score -875518.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -875729.312500 Penalty: 4482.203613
	Iteration 7Q: 3 clusters Score -875729.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -875897.500000 Penalty: 4482.203613
	Iteration 8Q: 3 clusters Score -875897.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -876021.625000 Penalty: 4482.203613
	Iteration 9Q: 3 clusters Score -876021.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -876120.875000 Penalty: 4482.203613
	Iteration 10Q: 3 clusters Score -876120.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -876223.187500 Penalty: 4482.203613
	Iteration 11Q: 3 clusters Score -876223.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -876313.625000 Penalty: 4482.203613
	Iteration 12Q: 3 clusters Score -876313.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -876391.500000 Penalty: 4482.203613
	Iteration 13Q: 3 clusters Score -876391.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -876472.937500 Penalty: 4482.203613
	Iteration 14Q: 3 clusters Score -876472.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -876546.250000 Penalty: 4482.203613
	Iteration 15Q: 3 clusters Score -876546.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -876617.812500 Penalty: 4482.203613
	Iteration 16Q: 3 clusters Score -876617.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -876696.437500 Penalty: 4482.203613
	Iteration 17Q: 3 clusters Score -876696.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -876780.375000 Penalty: 4482.203613
	Iteration 18Q: 3 clusters Score -876780.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -876860.000000 Penalty: 4482.203613
	Iteration 19Q: 3 clusters Score -876860 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -876934.500000 Penalty: 4482.203613
	Iteration 20F: 3 clusters Score -876934.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -876994.937500 Penalty: 4482.203613
	Iteration 21Q: 3 clusters Score -876994.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -877048.750000 Penalty: 4482.203613
	Iteration 22Q: 3 clusters Score -877048.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -877096.250000 Penalty: 4482.203613
	Iteration 23Q: 3 clusters Score -877096.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -877146.312500 Penalty: 4482.203613
	Iteration 24Q: 3 clusters Score -877146.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -877213.437500 Penalty: 4482.203613
	Iteration 25Q: 3 clusters Score -877213.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -877279.000000 Penalty: 4482.203613
	Iteration 26Q: 3 clusters Score -877279 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -877340.375000 Penalty: 4482.203613
	Iteration 27Q: 3 clusters Score -877340.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -877422.437500 Penalty: 4482.203613
	Iteration 28Q: 3 clusters Score -877422.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -877530.000000 Penalty: 4482.203613
	Iteration 29Q: 3 clusters Score -877530 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -877625.437500 Penalty: 4482.203613
	Iteration 30Q: 3 clusters Score -877625.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -877705.750000 Penalty: 4482.203613
	Iteration 31Q: 3 clusters Score -877705.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -877793.125000 Penalty: 4482.203613
	Iteration 32Q: 3 clusters Score -877793.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -877863.500000 Penalty: 4482.203613
	Iteration 33Q: 3 clusters Score -877863.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -877943.250000 Penalty: 4482.203613
	Iteration 34Q: 3 clusters Score -877943.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -878019.687500 Penalty: 4482.203613
	Iteration 35Q: 3 clusters Score -878019.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -878078.312500 Penalty: 4482.203613
	Iteration 36Q: 3 clusters Score -878078.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -878116.500000 Penalty: 4482.203613
	Iteration 37Q: 3 clusters Score -878116.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -878126.875000 Penalty: 4482.203613
	Iteration 38Q: 3 clusters Score -878126.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -878135.250000 Penalty: 4482.203613
	Iteration 39Q: 3 clusters Score -878135.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -878143.250000 Penalty: 4482.203613
	Iteration 40F: 3 clusters Score -878143.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -878150.562500 Penalty: 4482.203613
	Iteration 41Q: 3 clusters Score -878150.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -878151.812500 Penalty: 4482.203613
	Iteration 42Q: 3 clusters Score -878151.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -878154.500000 Penalty: 4482.203613
	Iteration 43Q: 3 clusters Score -878154.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -878157.437500 Penalty: 4482.203613
	Iteration 44Q: 3 clusters Score -878157.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -878157.812500 Penalty: 4482.203613
	Iteration 45Q: 3 clusters Score -878157.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -878157.562500 Penalty: 4482.203613
	Iteration 46Q: 3 clusters Score -878157.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -878158.000000 Penalty: 4482.203613
	Iteration 47Q: 3 clusters Score -878158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -878158.000000 Penalty: 4482.203613
	Iteration 48Q: 3 clusters Score -878158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -878158.812500 Penalty: 4482.203613
	Iteration 49Q: 3 clusters Score -878158.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -878158.562500 Penalty: 4482.203613
	Iteration 50Q: 3 clusters Score -878158.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -878158.562500 Penalty: 4482.203613
	Iteration 51F: 3 clusters Score -878158.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Entering Unmasked Estep 
Score: -905458.562500 Penalty: 2241.249268
	Iteration 0F: 2 clusters Score -905458.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -898896.312500 Penalty: 4482.498535
	Iteration 0F: 3 clusters Score -898896.3 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -900734.812500 Penalty: 4482.498535
	Iteration 1F: 3 clusters Score -900734.8 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -901072.062500 Penalty: 4482.498535
	Iteration 2F: 3 clusters Score -901072.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -901354.375000 Penalty: 4482.498535
	Iteration 3F: 3 clusters Score -901354.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -901696.312500 Penalty: 4482.498535
	Iteration 4F: 3 clusters Score -901696.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -902066.062500 Penalty: 4482.498535
	Iteration 5F: 3 clusters Score -902066.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -902477.750000 Penalty: 4482.498535
	Iteration 6F: 3 clusters Score -902477.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -902871.125000 Penalty: 4482.498535
	Iteration 7F: 3 clusters Score -902871.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -903231.500000 Penalty: 4482.498535
	Iteration 8Q: 3 clusters Score -903231.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -903542.375000 Penalty: 4482.498535
	Iteration 9Q: 3 clusters Score -903542.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -903817.187500 Penalty: 4482.498535
	Iteration 10Q: 3 clusters Score -903817.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -904018.437500 Penalty: 4482.498535
	Iteration 11Q: 3 clusters Score -904018.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -904152.250000 Penalty: 4482.498535
	Iteration 12Q: 3 clusters Score -904152.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -904245.437500 Penalty: 4482.498535
	Iteration 13Q: 3 clusters Score -904245.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -904313.312500 Penalty: 4482.498535
	Iteration 14Q: 3 clusters Score -904313.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -904368.875000 Penalty: 4482.498535
	Iteration 15Q: 3 clusters Score -904368.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -904415.687500 Penalty: 4482.498535
	Iteration 16Q: 3 clusters Score -904415.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -904443.625000 Penalty: 4482.498535
	Iteration 17Q: 3 clusters Score -904443.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -904461.250000 Penalty: 4482.498535
	Iteration 18Q: 3 clusters Score -904461.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -904475.312500 Penalty: 4482.498535
	Iteration 19Q: 3 clusters Score -904475.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -904486.000000 Penalty: 4482.498535
	Iteration 20F: 3 clusters Score -904486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -904495.500000 Penalty: 4482.498535
	Iteration 21Q: 3 clusters Score -904495.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -904499.375000 Penalty: 4482.498535
	Iteration 22Q: 3 clusters Score -904499.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -904504.125000 Penalty: 4482.498535
	Iteration 23Q: 3 clusters Score -904504.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -904504.812500 Penalty: 4482.498535
	Iteration 24Q: 3 clusters Score -904504.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -904505.812500 Penalty: 4482.498535
	Iteration 25Q: 3 clusters Score -904505.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -904505.812500 Penalty: 4482.498535
	Iteration 26F: 3 clusters Score -904505.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Entering Unmasked Estep 
Score: -534128.437500 Penalty: 2221.526611
	Iteration 0F: 2 clusters Score -534128.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -527827.625000 Penalty: 4443.053223
	Iteration 0F: 3 clusters Score -527827.6 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -529549.062500 Penalty: 4443.053223
	Iteration 1F: 3 clusters Score -529549.1 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -529942.000000 Penalty: 4443.053223
	Iteration 2F: 3 clusters Score -529942 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -530237.312500 Penalty: 4443.053223
	Iteration 3F: 3 clusters Score -530237.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -530501.937500 Penalty: 4443.053223
	Iteration 4F: 3 clusters Score -530501.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -530727.687500 Penalty: 4443.053223
	Iteration 5Q: 3 clusters Score -530727.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -530920.187500 Penalty: 4443.053223
	Iteration 6Q: 3 clusters Score -530920.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -531116.000000 Penalty: 4443.053223
	Iteration 7Q: 3 clusters Score -531116 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -531278.437500 Penalty: 4443.053223
	Iteration 8Q: 3 clusters Score -531278.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -531396.000000 Penalty: 4443.053223
	Iteration 9Q: 3 clusters Score -531396 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -531490.000000 Penalty: 4443.053223
	Iteration 10Q: 3 clusters Score -531490 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -531566.500000 Penalty: 4443.053223
	Iteration 11Q: 3 clusters Score -531566.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -531628.937500 Penalty: 4443.053223
	Iteration 12Q: 3 clusters Score -531628.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -531673.250000 Penalty: 4443.053223
	Iteration 13Q: 3 clusters Score -531673.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -531701.750000 Penalty: 4443.053223
	Iteration 14Q: 3 clusters Score -531701.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -531727.625000 Penalty: 4443.053223
	Iteration 15Q: 3 clusters Score -531727.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -531749.312500 Penalty: 4443.053223
	Iteration 16Q: 3 clusters Score -531749.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -531773.937500 Penalty: 4443.053223
	Iteration 17Q: 3 clusters Score -531773.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -531796.625000 Penalty: 4443.053223
	Iteration 18Q: 3 clusters Score -531796.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -531816.437500 Penalty: 4443.053223
	Iteration 19Q: 3 clusters Score -531816.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -531829.750000 Penalty: 4443.053223
	Iteration 20F: 3 clusters Score -531829.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -531838.187500 Penalty: 4443.053223
	Iteration 21Q: 3 clusters Score -531838.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -531844.312500 Penalty: 4443.053223
	Iteration 22Q: 3 clusters Score -531844.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -531854.375000 Penalty: 4443.053223
	Iteration 23Q: 3 clusters Score -531854.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -531860.062500 Penalty: 4443.053223
	Iteration 24Q: 3 clusters Score -531860.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -531865.500000 Penalty: 4443.053223
	Iteration 25Q: 3 clusters Score -531865.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -531873.312500 Penalty: 4443.053223
	Iteration 26Q: 3 clusters Score -531873.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -531880.625000 Penalty: 4443.053223
	Iteration 27Q: 3 clusters Score -531880.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -531889.250000 Penalty: 4443.053223
	Iteration 28Q: 3 clusters Score -531889.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -531896.312500 Penalty: 4443.053223
	Iteration 29Q: 3 clusters Score -531896.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -531903.937500 Penalty: 4443.053223
	Iteration 30Q: 3 clusters Score -531903.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -531913.125000 Penalty: 4443.053223
	Iteration 31Q: 3 clusters Score -531913.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -531920.937500 Penalty: 4443.053223
	Iteration 32Q: 3 clusters Score -531920.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -531926.625000 Penalty: 4443.053223
	Iteration 33Q: 3 clusters Score -531926.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -531931.875000 Penalty: 4443.053223
	Iteration 34Q: 3 clusters Score -531931.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -531936.500000 Penalty: 4443.053223
	Iteration 35Q: 3 clusters Score -531936.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -531938.937500 Penalty: 4443.053223
	Iteration 36Q: 3 clusters Score -531938.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -531943.750000 Penalty: 4443.053223
	Iteration 37Q: 3 clusters Score -531943.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -531943.937500 Penalty: 4443.053223
	Iteration 38Q: 3 clusters Score -531943.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -531947.375000 Penalty: 4443.053223
	Iteration 39Q: 3 clusters Score -531947.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -531952.437500 Penalty: 4443.053223
	Iteration 40F: 3 clusters Score -531952.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -531959.625000 Penalty: 4443.053223
	Iteration 41Q: 3 clusters Score -531959.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -531968.312500 Penalty: 4443.053223
	Iteration 42Q: 3 clusters Score -531968.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -531970.750000 Penalty: 4443.053223
	Iteration 43Q: 3 clusters Score -531970.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -531974.000000 Penalty: 4443.053223
	Iteration 44Q: 3 clusters Score -531974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -531978.625000 Penalty: 4443.053223
	Iteration 45Q: 3 clusters Score -531978.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -531985.375000 Penalty: 4443.053223
	Iteration 46Q: 3 clusters Score -531985.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -531990.687500 Penalty: 4443.053223
	Iteration 47Q: 3 clusters Score -531990.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -531998.312500 Penalty: 4443.053223
	Iteration 48Q: 3 clusters Score -531998.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -532003.437500 Penalty: 4443.053223
	Iteration 49Q: 3 clusters Score -532003.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -532008.562500 Penalty: 4443.053223
	Iteration 50Q: 3 clusters Score -532008.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -532010.875000 Penalty: 4443.053223
	Iteration 51Q: 3 clusters Score -532010.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -532014.125000 Penalty: 4443.053223
	Iteration 52Q: 3 clusters Score -532014.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -532015.562500 Penalty: 4443.053223
	Iteration 53Q: 3 clusters Score -532015.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -532019.750000 Penalty: 4443.053223
	Iteration 54Q: 3 clusters Score -532019.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -532022.812500 Penalty: 4443.053223
	Iteration 55Q: 3 clusters Score -532022.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -532025.625000 Penalty: 4443.053223
	Iteration 56Q: 3 clusters Score -532025.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -532026.687500 Penalty: 4443.053223
	Iteration 57Q: 3 clusters Score -532026.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -532031.812500 Penalty: 4443.053223
	Iteration 58Q: 3 clusters Score -532031.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -532035.625000 Penalty: 4443.053223
	Iteration 59Q: 3 clusters Score -532035.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -532041.125000 Penalty: 4443.053223
	Iteration 60F: 3 clusters Score -532041.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -532046.562500 Penalty: 4443.053223
	Iteration 61Q: 3 clusters Score -532046.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -532054.875000 Penalty: 4443.053223
	Iteration 62Q: 3 clusters Score -532054.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -532064.500000 Penalty: 4443.053223
	Iteration 63Q: 3 clusters Score -532064.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -532078.375000 Penalty: 4443.053223
	Iteration 64Q: 3 clusters Score -532078.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -532092.062500 Penalty: 4443.053223
	Iteration 65Q: 3 clusters Score -532092.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -532103.562500 Penalty: 4443.053223
	Iteration 66Q: 3 clusters Score -532103.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -532114.562500 Penalty: 4443.053223
	Iteration 67Q: 3 clusters Score -532114.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -532122.125000 Penalty: 4443.053223
	Iteration 68Q: 3 clusters Score -532122.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -532133.750000 Penalty: 4443.053223
	Iteration 69Q: 3 clusters Score -532133.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -532143.812500 Penalty: 4443.053223
	Iteration 70Q: 3 clusters Score -532143.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -532153.125000 Penalty: 4443.053223
	Iteration 71Q: 3 clusters Score -532153.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -532159.625000 Penalty: 4443.053223
	Iteration 72Q: 3 clusters Score -532159.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -532169.312500 Penalty: 4443.053223
	Iteration 73Q: 3 clusters Score -532169.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -532180.125000 Penalty: 4443.053223
	Iteration 74Q: 3 clusters Score -532180.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -532188.500000 Penalty: 4443.053223
	Iteration 75Q: 3 clusters Score -532188.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -532201.812500 Penalty: 4443.053223
	Iteration 76Q: 3 clusters Score -532201.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -532212.125000 Penalty: 4443.053223
	Iteration 77Q: 3 clusters Score -532212.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -532220.250000 Penalty: 4443.053223
	Iteration 78Q: 3 clusters Score -532220.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -532227.312500 Penalty: 4443.053223
	Iteration 79Q: 3 clusters Score -532227.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -532233.500000 Penalty: 4443.053223
	Iteration 80F: 3 clusters Score -532233.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -532237.437500 Penalty: 4443.053223
	Iteration 81Q: 3 clusters Score -532237.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -532243.937500 Penalty: 4443.053223
	Iteration 82Q: 3 clusters Score -532243.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -532248.750000 Penalty: 4443.053223
	Iteration 83Q: 3 clusters Score -532248.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -532253.375000 Penalty: 4443.053223
	Iteration 84Q: 3 clusters Score -532253.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -532256.250000 Penalty: 4443.053223
	Iteration 85Q: 3 clusters Score -532256.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -532261.187500 Penalty: 4443.053223
	Iteration 86Q: 3 clusters Score -532261.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -532263.875000 Penalty: 4443.053223
	Iteration 87Q: 3 clusters Score -532263.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -532264.875000 Penalty: 4443.053223
	Iteration 88Q: 3 clusters Score -532264.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -532268.062500 Penalty: 4443.053223
	Iteration 89Q: 3 clusters Score -532268.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -532270.250000 Penalty: 4443.053223
	Iteration 90Q: 3 clusters Score -532270.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -532273.750000 Penalty: 4443.053223
	Iteration 91Q: 3 clusters Score -532273.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -532282.750000 Penalty: 4443.053223
	Iteration 92Q: 3 clusters Score -532282.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -532291.812500 Penalty: 4443.053223
	Iteration 93Q: 3 clusters Score -532291.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -532300.250000 Penalty: 4443.053223
	Iteration 94Q: 3 clusters Score -532300.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -532307.250000 Penalty: 4443.053223
	Iteration 95Q: 3 clusters Score -532307.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -532315.937500 Penalty: 4443.053223
	Iteration 96Q: 3 clusters Score -532315.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -532322.562500 Penalty: 4443.053223
	Iteration 97Q: 3 clusters Score -532322.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -532329.187500 Penalty: 4443.053223
	Iteration 98Q: 3 clusters Score -532329.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -532337.312500 Penalty: 4443.053223
	Iteration 99Q: 3 clusters Score -532337.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -532344.000000 Penalty: 4443.053223
	Iteration 100F: 3 clusters Score -532344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -532349.562500 Penalty: 4443.053223
	Iteration 101Q: 3 clusters Score -532349.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -532354.125000 Penalty: 4443.053223
	Iteration 102Q: 3 clusters Score -532354.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -532361.437500 Penalty: 4443.053223
	Iteration 103Q: 3 clusters Score -532361.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -532365.312500 Penalty: 4443.053223
	Iteration 104Q: 3 clusters Score -532365.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -532369.937500 Penalty: 4443.053223
	Iteration 105Q: 3 clusters Score -532369.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -532373.875000 Penalty: 4443.053223
	Iteration 106Q: 3 clusters Score -532373.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -532374.875000 Penalty: 4443.053223
	Iteration 107Q: 3 clusters Score -532374.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -532377.562500 Penalty: 4443.053223
	Iteration 108Q: 3 clusters Score -532377.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -532378.750000 Penalty: 4443.053223
	Iteration 109Q: 3 clusters Score -532378.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -532379.875000 Penalty: 4443.053223
	Iteration 110Q: 3 clusters Score -532379.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -532381.500000 Penalty: 4443.053223
	Iteration 111Q: 3 clusters Score -532381.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -532383.187500 Penalty: 4443.053223
	Iteration 112Q: 3 clusters Score -532383.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -532382.375000 Penalty: 4443.053223
	Iteration 113Q: 3 clusters Score -532382.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -532384.187500 Penalty: 4443.053223
	Iteration 114Q: 3 clusters Score -532384.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -532384.562500 Penalty: 4443.053223
	Iteration 115Q: 3 clusters Score -532384.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -532384.562500 Penalty: 4443.053223
	Iteration 116F: 3 clusters Score -532384.6 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: -36986.199219 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -36986.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -35720.710938 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -35720.71 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -36129.941406 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -36129.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -36225.382812 Penalty: 2961.745850
	Iteration 2F: 3 clusters Score -36225.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -36268.398438 Penalty: 2961.745850
	Iteration 3Q: 3 clusters Score -36268.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -36278.851562 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -36278.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -36280.527344 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -36280.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -36280.527344 Penalty: 2961.745850
	Iteration 6F: 3 clusters Score -36280.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (19193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Entering Unmasked Estep 
Score: -2075166.875000 Penalty: 2445.850586
	Iteration 0F: 2 clusters Score -2075167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2061526.625000 Penalty: 4891.701172
	Iteration 0F: 3 clusters Score -2061527 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2066157.500000 Penalty: 4891.701172
	Iteration 1F: 3 clusters Score -2066158 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2066596.750000 Penalty: 4891.701172
	Iteration 2F: 3 clusters Score -2066597 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2067001.750000 Penalty: 4891.701172
	Iteration 3Q: 3 clusters Score -2067002 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2067369.750000 Penalty: 4891.701172
	Iteration 4Q: 3 clusters Score -2067370 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2067724.000000 Penalty: 4891.701172
	Iteration 5Q: 3 clusters Score -2067724 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2068099.500000 Penalty: 4891.701172
	Iteration 6Q: 3 clusters Score -2068100 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -2068497.250000 Penalty: 4891.701172
	Iteration 7Q: 3 clusters Score -2068497 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -2068888.000000 Penalty: 4891.701172
	Iteration 8Q: 3 clusters Score -2068888 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2069247.625000 Penalty: 4891.701172
	Iteration 9Q: 3 clusters Score -2069248 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2069591.875000 Penalty: 4891.701172
	Iteration 10Q: 3 clusters Score -2069592 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -2069928.375000 Penalty: 4891.701172
	Iteration 11Q: 3 clusters Score -2069928 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -2070254.500000 Penalty: 4891.701172
	Iteration 12Q: 3 clusters Score -2070254 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -2070602.875000 Penalty: 4891.701172
	Iteration 13Q: 3 clusters Score -2070603 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2070943.875000 Penalty: 4891.701172
	Iteration 14Q: 3 clusters Score -2070944 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -2071253.750000 Penalty: 4891.701172
	Iteration 15Q: 3 clusters Score -2071254 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -2071533.750000 Penalty: 4891.701172
	Iteration 16Q: 3 clusters Score -2071534 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2071808.375000 Penalty: 4891.701172
	Iteration 17Q: 3 clusters Score -2071808 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -2072002.750000 Penalty: 4891.701172
	Iteration 18Q: 3 clusters Score -2072003 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2072145.250000 Penalty: 4891.701172
	Iteration 19Q: 3 clusters Score -2072145 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2072275.500000 Penalty: 4891.701172
	Iteration 20F: 3 clusters Score -2072276 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2072366.375000 Penalty: 4891.701172
	Iteration 21Q: 3 clusters Score -2072366 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2072465.500000 Penalty: 4891.701172
	Iteration 22Q: 3 clusters Score -2072466 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2072551.250000 Penalty: 4891.701172
	Iteration 23Q: 3 clusters Score -2072551 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2072609.250000 Penalty: 4891.701172
	Iteration 24Q: 3 clusters Score -2072609 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2072688.125000 Penalty: 4891.701172
	Iteration 25Q: 3 clusters Score -2072688 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2072737.625000 Penalty: 4891.701172
	Iteration 26Q: 3 clusters Score -2072738 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2072780.875000 Penalty: 4891.701172
	Iteration 27Q: 3 clusters Score -2072781 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2072827.250000 Penalty: 4891.701172
	Iteration 28Q: 3 clusters Score -2072827 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2072876.125000 Penalty: 4891.701172
	Iteration 29Q: 3 clusters Score -2072876 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2072906.625000 Penalty: 4891.701172
	Iteration 30Q: 3 clusters Score -2072907 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2072945.375000 Penalty: 4891.701172
	Iteration 31Q: 3 clusters Score -2072945 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2072975.750000 Penalty: 4891.701172
	Iteration 32Q: 3 clusters Score -2072976 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2073000.375000 Penalty: 4891.701172
	Iteration 33Q: 3 clusters Score -2073000 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2073012.000000 Penalty: 4891.701172
	Iteration 34Q: 3 clusters Score -2073012 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2073029.000000 Penalty: 4891.701172
	Iteration 35Q: 3 clusters Score -2073029 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2073036.000000 Penalty: 4891.701172
	Iteration 36Q: 3 clusters Score -2073036 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2073048.375000 Penalty: 4891.701172
	Iteration 37Q: 3 clusters Score -2073048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2073054.625000 Penalty: 4891.701172
	Iteration 38Q: 3 clusters Score -2073055 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2073064.625000 Penalty: 4891.701172
	Iteration 39Q: 3 clusters Score -2073065 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2073075.250000 Penalty: 4891.701172
	Iteration 40F: 3 clusters Score -2073075 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2073082.250000 Penalty: 4891.701172
	Iteration 41Q: 3 clusters Score -2073082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2073086.125000 Penalty: 4891.701172
	Iteration 42Q: 3 clusters Score -2073086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2073101.625000 Penalty: 4891.701172
	Iteration 43Q: 3 clusters Score -2073102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2073107.375000 Penalty: 4891.701172
	Iteration 44Q: 3 clusters Score -2073107 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2073120.750000 Penalty: 4891.701172
	Iteration 45Q: 3 clusters Score -2073121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2073126.750000 Penalty: 4891.701172
	Iteration 46Q: 3 clusters Score -2073127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2073134.375000 Penalty: 4891.701172
	Iteration 47Q: 3 clusters Score -2073134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2073141.125000 Penalty: 4891.701172
	Iteration 48Q: 3 clusters Score -2073141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2073146.500000 Penalty: 4891.701172
	Iteration 49Q: 3 clusters Score -2073146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2073149.375000 Penalty: 4891.701172
	Iteration 50Q: 3 clusters Score -2073149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2073152.125000 Penalty: 4891.701172
	Iteration 51Q: 3 clusters Score -2073152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2073149.000000 Penalty: 4891.701172
	Iteration 52Q: 3 clusters Score -2073149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2073150.375000 Penalty: 4891.701172
	Iteration 53Q: 3 clusters Score -2073150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2073152.125000 Penalty: 4891.701172
	Iteration 54Q: 3 clusters Score -2073152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2073155.000000 Penalty: 4891.701172
	Iteration 55Q: 3 clusters Score -2073155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2073154.000000 Penalty: 4891.701172
	Iteration 56Q: 3 clusters Score -2073154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2073157.000000 Penalty: 4891.701172
	Iteration 57Q: 3 clusters Score -2073157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2073157.375000 Penalty: 4891.701172
	Iteration 58Q: 3 clusters Score -2073157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2073159.500000 Penalty: 4891.701172
	Iteration 59Q: 3 clusters Score -2073160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2073162.625000 Penalty: 4891.701172
	Iteration 60F: 3 clusters Score -2073163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2073161.750000 Penalty: 4891.701172
	Iteration 61Q: 3 clusters Score -2073162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2073164.500000 Penalty: 4891.701172
	Iteration 62Q: 3 clusters Score -2073164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2073164.750000 Penalty: 4891.701172
	Iteration 63Q: 3 clusters Score -2073165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2073172.250000 Penalty: 4891.701172
	Iteration 64Q: 3 clusters Score -2073172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2073171.625000 Penalty: 4891.701172
	Iteration 65Q: 3 clusters Score -2073172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2073173.000000 Penalty: 4891.701172
	Iteration 66Q: 3 clusters Score -2073173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2073170.375000 Penalty: 4891.701172
	Iteration 67Q: 3 clusters Score -2073170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2073174.000000 Penalty: 4891.701172
	Iteration 68Q: 3 clusters Score -2073174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2073179.000000 Penalty: 4891.701172
	Iteration 69Q: 3 clusters Score -2073179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2073179.375000 Penalty: 4891.701172
	Iteration 70Q: 3 clusters Score -2073179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2073178.125000 Penalty: 4891.701172
	Iteration 71Q: 3 clusters Score -2073178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2073179.625000 Penalty: 4891.701172
	Iteration 72Q: 3 clusters Score -2073180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2073180.125000 Penalty: 4891.701172
	Iteration 73Q: 3 clusters Score -2073180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2073180.125000 Penalty: 4891.701172
	Iteration 74F: 3 clusters Score -2073180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (20612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Entering Unmasked Estep 
Score: -1805587.625000 Penalty: 2463.540039
	Iteration 0F: 2 clusters Score -1805588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1791131.500000 Penalty: 4927.080078
	Iteration 0F: 3 clusters Score -1791132 nChanged 9120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1796280.125000 Penalty: 4927.080078
	Iteration 1F: 3 clusters Score -1796280 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1797093.750000 Penalty: 4927.080078
	Iteration 2F: 3 clusters Score -1797094 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1797959.625000 Penalty: 4927.080078
	Iteration 3F: 3 clusters Score -1797960 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1798837.125000 Penalty: 4927.080078
	Iteration 4F: 3 clusters Score -1798837 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1799563.250000 Penalty: 4927.080078
	Iteration 5F: 3 clusters Score -1799563 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1800145.125000 Penalty: 4927.080078
	Iteration 6F: 3 clusters Score -1800145 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1800564.125000 Penalty: 4927.080078
	Iteration 7Q: 3 clusters Score -1800564 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1800893.250000 Penalty: 4927.080078
	Iteration 8Q: 3 clusters Score -1800893 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1801165.625000 Penalty: 4927.080078
	Iteration 9Q: 3 clusters Score -1801166 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1801401.750000 Penalty: 4927.080078
	Iteration 10Q: 3 clusters Score -1801402 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1801625.250000 Penalty: 4927.080078
	Iteration 11Q: 3 clusters Score -1801625 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1801810.875000 Penalty: 4927.080078
	Iteration 12Q: 3 clusters Score -1801811 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1801933.125000 Penalty: 4927.080078
	Iteration 13Q: 3 clusters Score -1801933 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1802042.125000 Penalty: 4927.080078
	Iteration 14Q: 3 clusters Score -1802042 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1802123.125000 Penalty: 4927.080078
	Iteration 15Q: 3 clusters Score -1802123 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1802175.375000 Penalty: 4927.080078
	Iteration 16Q: 3 clusters Score -1802175 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1802218.250000 Penalty: 4927.080078
	Iteration 17Q: 3 clusters Score -1802218 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1802253.375000 Penalty: 4927.080078
	Iteration 18Q: 3 clusters Score -1802253 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1802282.250000 Penalty: 4927.080078
	Iteration 19Q: 3 clusters Score -1802282 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1802331.875000 Penalty: 4927.080078
	Iteration 20F: 3 clusters Score -1802332 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1802373.875000 Penalty: 4927.080078
	Iteration 21Q: 3 clusters Score -1802374 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1802412.375000 Penalty: 4927.080078
	Iteration 22Q: 3 clusters Score -1802412 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1802452.375000 Penalty: 4927.080078
	Iteration 23Q: 3 clusters Score -1802452 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1802484.250000 Penalty: 4927.080078
	Iteration 24Q: 3 clusters Score -1802484 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1802527.125000 Penalty: 4927.080078
	Iteration 25Q: 3 clusters Score -1802527 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1802569.250000 Penalty: 4927.080078
	Iteration 26Q: 3 clusters Score -1802569 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1802633.500000 Penalty: 4927.080078
	Iteration 27Q: 3 clusters Score -1802634 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1802716.125000 Penalty: 4927.080078
	Iteration 28Q: 3 clusters Score -1802716 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1802796.875000 Penalty: 4927.080078
	Iteration 29Q: 3 clusters Score -1802797 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1802875.750000 Penalty: 4927.080078
	Iteration 30Q: 3 clusters Score -1802876 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1802937.125000 Penalty: 4927.080078
	Iteration 31Q: 3 clusters Score -1802937 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1802995.500000 Penalty: 4927.080078
	Iteration 32Q: 3 clusters Score -1802996 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1803057.125000 Penalty: 4927.080078
	Iteration 33Q: 3 clusters Score -1803057 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1803110.125000 Penalty: 4927.080078
	Iteration 34Q: 3 clusters Score -1803110 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1803155.875000 Penalty: 4927.080078
	Iteration 35Q: 3 clusters Score -1803156 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1803179.250000 Penalty: 4927.080078
	Iteration 36Q: 3 clusters Score -1803179 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1803202.000000 Penalty: 4927.080078
	Iteration 37Q: 3 clusters Score -1803202 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1803225.375000 Penalty: 4927.080078
	Iteration 38Q: 3 clusters Score -1803225 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1803256.625000 Penalty: 4927.080078
	Iteration 39Q: 3 clusters Score -1803257 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1803285.750000 Penalty: 4927.080078
	Iteration 40F: 3 clusters Score -1803286 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1803315.000000 Penalty: 4927.080078
	Iteration 41Q: 3 clusters Score -1803315 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1803346.750000 Penalty: 4927.080078
	Iteration 42Q: 3 clusters Score -1803347 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1803386.375000 Penalty: 4927.080078
	Iteration 43Q: 3 clusters Score -1803386 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1803407.875000 Penalty: 4927.080078
	Iteration 44Q: 3 clusters Score -1803408 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1803440.750000 Penalty: 4927.080078
	Iteration 45Q: 3 clusters Score -1803441 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1803460.250000 Penalty: 4927.080078
	Iteration 46Q: 3 clusters Score -1803460 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1803481.250000 Penalty: 4927.080078
	Iteration 47Q: 3 clusters Score -1803481 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1803501.375000 Penalty: 4927.080078
	Iteration 48Q: 3 clusters Score -1803501 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1803524.000000 Penalty: 4927.080078
	Iteration 49Q: 3 clusters Score -1803524 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1803543.000000 Penalty: 4927.080078
	Iteration 50Q: 3 clusters Score -1803543 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1803566.750000 Penalty: 4927.080078
	Iteration 51Q: 3 clusters Score -1803567 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1803573.000000 Penalty: 4927.080078
	Iteration 52Q: 3 clusters Score -1803573 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1803580.625000 Penalty: 4927.080078
	Iteration 53Q: 3 clusters Score -1803581 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1803596.250000 Penalty: 4927.080078
	Iteration 54Q: 3 clusters Score -1803596 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1803613.000000 Penalty: 4927.080078
	Iteration 55Q: 3 clusters Score -1803613 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1803620.875000 Penalty: 4927.080078
	Iteration 56Q: 3 clusters Score -1803621 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1803632.500000 Penalty: 4927.080078
	Iteration 57Q: 3 clusters Score -1803632 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1803646.125000 Penalty: 4927.080078
	Iteration 58Q: 3 clusters Score -1803646 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1803661.125000 Penalty: 4927.080078
	Iteration 59Q: 3 clusters Score -1803661 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1803681.875000 Penalty: 4927.080078
	Iteration 60F: 3 clusters Score -1803682 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1803701.250000 Penalty: 4927.080078
	Iteration 61Q: 3 clusters Score -1803701 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1803713.375000 Penalty: 4927.080078
	Iteration 62Q: 3 clusters Score -1803713 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1803725.125000 Penalty: 4927.080078
	Iteration 63Q: 3 clusters Score -1803725 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1803736.125000 Penalty: 4927.080078
	Iteration 64Q: 3 clusters Score -1803736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1803746.500000 Penalty: 4927.080078
	Iteration 65Q: 3 clusters Score -1803746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1803751.125000 Penalty: 4927.080078
	Iteration 66Q: 3 clusters Score -1803751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1803758.125000 Penalty: 4927.080078
	Iteration 67Q: 3 clusters Score -1803758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1803766.375000 Penalty: 4927.080078
	Iteration 68Q: 3 clusters Score -1803766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1803767.875000 Penalty: 4927.080078
	Iteration 69Q: 3 clusters Score -1803768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1803771.375000 Penalty: 4927.080078
	Iteration 70Q: 3 clusters Score -1803771 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1803784.000000 Penalty: 4927.080078
	Iteration 71Q: 3 clusters Score -1803784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1803790.375000 Penalty: 4927.080078
	Iteration 72Q: 3 clusters Score -1803790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1803797.500000 Penalty: 4927.080078
	Iteration 73Q: 3 clusters Score -1803798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1803799.375000 Penalty: 4927.080078
	Iteration 74Q: 3 clusters Score -1803799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1803804.250000 Penalty: 4927.080078
	Iteration 75Q: 3 clusters Score -1803804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1803817.625000 Penalty: 4927.080078
	Iteration 76Q: 3 clusters Score -1803818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1803822.875000 Penalty: 4927.080078
	Iteration 77Q: 3 clusters Score -1803823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1803823.750000 Penalty: 4927.080078
	Iteration 78Q: 3 clusters Score -1803824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1803827.875000 Penalty: 4927.080078
	Iteration 79Q: 3 clusters Score -1803828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1803824.125000 Penalty: 4927.080078
	Iteration 80F: 3 clusters Score -1803824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1803831.125000 Penalty: 4927.080078
	Iteration 81Q: 3 clusters Score -1803831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1803836.250000 Penalty: 4927.080078
	Iteration 82Q: 3 clusters Score -1803836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1803841.875000 Penalty: 4927.080078
	Iteration 83Q: 3 clusters Score -1803842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1803841.875000 Penalty: 4927.080078
	Iteration 84Q: 3 clusters Score -1803842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1803841.625000 Penalty: 4927.080078
	Iteration 85Q: 3 clusters Score -1803842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1803845.625000 Penalty: 4927.080078
	Iteration 86Q: 3 clusters Score -1803846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1803844.500000 Penalty: 4927.080078
	Iteration 87Q: 3 clusters Score -1803844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1803848.125000 Penalty: 4927.080078
	Iteration 88Q: 3 clusters Score -1803848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1803849.500000 Penalty: 4927.080078
	Iteration 89Q: 3 clusters Score -1803850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1803850.250000 Penalty: 4927.080078
	Iteration 90Q: 3 clusters Score -1803850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1803851.000000 Penalty: 4927.080078
	Iteration 91Q: 3 clusters Score -1803851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1803850.625000 Penalty: 4927.080078
	Iteration 92Q: 3 clusters Score -1803851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1803852.500000 Penalty: 4927.080078
	Iteration 93Q: 3 clusters Score -1803852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1803852.125000 Penalty: 4927.080078
	Iteration 94Q: 3 clusters Score -1803852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1803850.375000 Penalty: 4927.080078
	Iteration 95Q: 3 clusters Score -1803850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1803854.250000 Penalty: 4927.080078
	Iteration 96Q: 3 clusters Score -1803854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1803852.750000 Penalty: 4927.080078
	Iteration 97Q: 3 clusters Score -1803853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1803853.625000 Penalty: 4927.080078
	Iteration 98Q: 3 clusters Score -1803854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1803853.625000 Penalty: 4927.080078
	Iteration 99F: 3 clusters Score -1803854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Entering Unmasked Estep 
Score: -432798.468750 Penalty: 2083.419189
	Iteration 0F: 2 clusters Score -432798.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -428730.562500 Penalty: 4166.838379
	Iteration 0F: 3 clusters Score -428730.6 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -429876.156250 Penalty: 4166.838379
	Iteration 1F: 3 clusters Score -429876.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -430227.437500 Penalty: 4166.838379
	Iteration 2F: 3 clusters Score -430227.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -430436.031250 Penalty: 4166.838379
	Iteration 3F: 3 clusters Score -430436 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -430591.500000 Penalty: 4166.838379
	Iteration 4Q: 3 clusters Score -430591.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -430735.281250 Penalty: 4166.838379
	Iteration 5Q: 3 clusters Score -430735.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -430872.500000 Penalty: 4166.838379
	Iteration 6Q: 3 clusters Score -430872.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -430969.906250 Penalty: 4166.838379
	Iteration 7Q: 3 clusters Score -430969.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -431042.062500 Penalty: 4166.838379
	Iteration 8Q: 3 clusters Score -431042.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -431113.906250 Penalty: 4166.838379
	Iteration 9Q: 3 clusters Score -431113.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -431177.125000 Penalty: 4166.838379
	Iteration 10Q: 3 clusters Score -431177.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -431214.343750 Penalty: 4166.838379
	Iteration 11Q: 3 clusters Score -431214.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -431253.656250 Penalty: 4166.838379
	Iteration 12Q: 3 clusters Score -431253.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -431286.687500 Penalty: 4166.838379
	Iteration 13Q: 3 clusters Score -431286.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -431320.281250 Penalty: 4166.838379
	Iteration 14Q: 3 clusters Score -431320.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -431344.343750 Penalty: 4166.838379
	Iteration 15Q: 3 clusters Score -431344.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -431362.375000 Penalty: 4166.838379
	Iteration 16Q: 3 clusters Score -431362.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -431380.093750 Penalty: 4166.838379
	Iteration 17Q: 3 clusters Score -431380.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -431391.406250 Penalty: 4166.838379
	Iteration 18Q: 3 clusters Score -431391.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -431402.562500 Penalty: 4166.838379
	Iteration 19Q: 3 clusters Score -431402.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -431414.875000 Penalty: 4166.838379
	Iteration 20F: 3 clusters Score -431414.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -431427.875000 Penalty: 4166.838379
	Iteration 21Q: 3 clusters Score -431427.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -431435.281250 Penalty: 4166.838379
	Iteration 22Q: 3 clusters Score -431435.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -431448.156250 Penalty: 4166.838379
	Iteration 23Q: 3 clusters Score -431448.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -431462.187500 Penalty: 4166.838379
	Iteration 24Q: 3 clusters Score -431462.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -431470.843750 Penalty: 4166.838379
	Iteration 25Q: 3 clusters Score -431470.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -431482.468750 Penalty: 4166.838379
	Iteration 26Q: 3 clusters Score -431482.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -431496.312500 Penalty: 4166.838379
	Iteration 27Q: 3 clusters Score -431496.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -431506.468750 Penalty: 4166.838379
	Iteration 28Q: 3 clusters Score -431506.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -431515.468750 Penalty: 4166.838379
	Iteration 29Q: 3 clusters Score -431515.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -431523.031250 Penalty: 4166.838379
	Iteration 30Q: 3 clusters Score -431523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -431529.406250 Penalty: 4166.838379
	Iteration 31Q: 3 clusters Score -431529.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -431533.375000 Penalty: 4166.838379
	Iteration 32Q: 3 clusters Score -431533.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -431537.156250 Penalty: 4166.838379
	Iteration 33Q: 3 clusters Score -431537.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -431541.031250 Penalty: 4166.838379
	Iteration 34Q: 3 clusters Score -431541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -431545.343750 Penalty: 4166.838379
	Iteration 35Q: 3 clusters Score -431545.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -431548.656250 Penalty: 4166.838379
	Iteration 36Q: 3 clusters Score -431548.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -431553.562500 Penalty: 4166.838379
	Iteration 37Q: 3 clusters Score -431553.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -431559.468750 Penalty: 4166.838379
	Iteration 38Q: 3 clusters Score -431559.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -431564.750000 Penalty: 4166.838379
	Iteration 39Q: 3 clusters Score -431564.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -431569.375000 Penalty: 4166.838379
	Iteration 40F: 3 clusters Score -431569.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -431575.812500 Penalty: 4166.838379
	Iteration 41Q: 3 clusters Score -431575.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -431578.062500 Penalty: 4166.838379
	Iteration 42Q: 3 clusters Score -431578.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -431579.500000 Penalty: 4166.838379
	Iteration 43Q: 3 clusters Score -431579.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -431582.500000 Penalty: 4166.838379
	Iteration 44Q: 3 clusters Score -431582.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -431584.906250 Penalty: 4166.838379
	Iteration 45Q: 3 clusters Score -431584.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -431587.625000 Penalty: 4166.838379
	Iteration 46Q: 3 clusters Score -431587.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -431588.156250 Penalty: 4166.838379
	Iteration 47Q: 3 clusters Score -431588.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -431590.437500 Penalty: 4166.838379
	Iteration 48Q: 3 clusters Score -431590.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -431591.375000 Penalty: 4166.838379
	Iteration 49Q: 3 clusters Score -431591.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -431592.562500 Penalty: 4166.838379
	Iteration 50Q: 3 clusters Score -431592.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -431595.656250 Penalty: 4166.838379
	Iteration 51Q: 3 clusters Score -431595.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -431596.281250 Penalty: 4166.838379
	Iteration 52Q: 3 clusters Score -431596.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -431597.312500 Penalty: 4166.838379
	Iteration 53Q: 3 clusters Score -431597.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -431597.218750 Penalty: 4166.838379
	Iteration 54Q: 3 clusters Score -431597.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -431599.406250 Penalty: 4166.838379
	Iteration 55Q: 3 clusters Score -431599.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -431600.406250 Penalty: 4166.838379
	Iteration 56Q: 3 clusters Score -431600.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -431600.812500 Penalty: 4166.838379
	Iteration 57Q: 3 clusters Score -431600.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -431601.875000 Penalty: 4166.838379
	Iteration 58Q: 3 clusters Score -431601.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -431602.687500 Penalty: 4166.838379
	Iteration 59Q: 3 clusters Score -431602.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -431603.343750 Penalty: 4166.838379
	Iteration 60F: 3 clusters Score -431603.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (21628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Entering Unmasked Estep 
Score: -2353980.500000 Penalty: 2475.472412
	Iteration 0F: 2 clusters Score -2353980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2338872.750000 Penalty: 4950.944824
	Iteration 0F: 3 clusters Score -2338873 nChanged 9523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2344134.000000 Penalty: 4950.944824
	Iteration 1F: 3 clusters Score -2344134 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -2344706.000000 Penalty: 4950.944824
	Iteration 2F: 3 clusters Score -2344706 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2345262.750000 Penalty: 4950.944824
	Iteration 3F: 3 clusters Score -2345263 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2345901.750000 Penalty: 4950.944824
	Iteration 4Q: 3 clusters Score -2345902 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2346624.750000 Penalty: 4950.944824
	Iteration 5F: 3 clusters Score -2346625 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2347494.750000 Penalty: 4950.944824
	Iteration 6F: 3 clusters Score -2347495 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -2348611.000000 Penalty: 4950.944824
	Iteration 7F: 3 clusters Score -2348611 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -2349792.000000 Penalty: 4950.944824
	Iteration 8F: 3 clusters Score -2349792 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -2350895.500000 Penalty: 4950.944824
	Iteration 9F: 3 clusters Score -2350896 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2351740.250000 Penalty: 4950.944824
	Iteration 10F: 3 clusters Score -2351740 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2352284.250000 Penalty: 4950.944824
	Iteration 11Q: 3 clusters Score -2352284 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2352573.750000 Penalty: 4950.944824
	Iteration 12Q: 3 clusters Score -2352574 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2352724.500000 Penalty: 4950.944824
	Iteration 13Q: 3 clusters Score -2352724 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -2352784.250000 Penalty: 4950.944824
	Iteration 14Q: 3 clusters Score -2352784 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2352812.500000 Penalty: 4950.944824
	Iteration 15Q: 3 clusters Score -2352812 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2352830.500000 Penalty: 4950.944824
	Iteration 16Q: 3 clusters Score -2352830 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2352848.000000 Penalty: 4950.944824
	Iteration 17Q: 3 clusters Score -2352848 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -2352852.750000 Penalty: 4950.944824
	Iteration 18Q: 3 clusters Score -2352853 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2352859.500000 Penalty: 4950.944824
	Iteration 19Q: 3 clusters Score -2352860 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2352862.000000 Penalty: 4950.944824
	Iteration 20F: 3 clusters Score -2352862 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2352873.750000 Penalty: 4950.944824
	Iteration 21Q: 3 clusters Score -2352874 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2352876.750000 Penalty: 4950.944824
	Iteration 22Q: 3 clusters Score -2352877 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2352880.500000 Penalty: 4950.944824
	Iteration 23Q: 3 clusters Score -2352880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -2352887.750000 Penalty: 4950.944824
	Iteration 24Q: 3 clusters Score -2352888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2352887.000000 Penalty: 4950.944824
	Iteration 25Q: 3 clusters Score -2352887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2352885.500000 Penalty: 4950.944824
	Iteration 26Q: 3 clusters Score -2352886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2352888.500000 Penalty: 4950.944824
	Iteration 27Q: 3 clusters Score -2352888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -2352884.250000 Penalty: 4950.944824
	Iteration 28Q: 3 clusters Score -2352884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -2352886.500000 Penalty: 4950.944824
	Iteration 29Q: 3 clusters Score -2352886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2352885.250000 Penalty: 4950.944824
	Iteration 30Q: 3 clusters Score -2352885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2352894.250000 Penalty: 4950.944824
	Iteration 31Q: 3 clusters Score -2352894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2352889.750000 Penalty: 4950.944824
	Iteration 32Q: 3 clusters Score -2352890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2352893.750000 Penalty: 4950.944824
	Iteration 33Q: 3 clusters Score -2352894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2352895.000000 Penalty: 4950.944824
	Iteration 34Q: 3 clusters Score -2352895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -2352893.750000 Penalty: 4950.944824
	Iteration 35Q: 3 clusters Score -2352894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2352892.250000 Penalty: 4950.944824
	Iteration 36Q: 3 clusters Score -2352892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -2352894.500000 Penalty: 4950.944824
	Iteration 37Q: 3 clusters Score -2352894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2352895.750000 Penalty: 4950.944824
	Iteration 38Q: 3 clusters Score -2352896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -2352899.250000 Penalty: 4950.944824
	Iteration 39Q: 3 clusters Score -2352899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2352897.500000 Penalty: 4950.944824
	Iteration 40F: 3 clusters Score -2352898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2352891.250000 Penalty: 4950.944824
	Iteration 41Q: 3 clusters Score -2352891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -2352889.000000 Penalty: 4950.944824
	Iteration 42Q: 3 clusters Score -2352889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2352889.750000 Penalty: 4950.944824
	Iteration 43Q: 3 clusters Score -2352890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2352890.750000 Penalty: 4950.944824
	Iteration 44Q: 3 clusters Score -2352891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2352889.250000 Penalty: 4950.944824
	Iteration 45Q: 3 clusters Score -2352889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2352889.750000 Penalty: 4950.944824
	Iteration 46Q: 3 clusters Score -2352890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2352891.250000 Penalty: 4950.944824
	Iteration 47Q: 3 clusters Score -2352891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2352891.250000 Penalty: 4950.944824
	Iteration 48F: 3 clusters Score -2352891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -41236.675781 Penalty: 1505.542969
	Iteration 0F: 2 clusters Score -41236.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39805.878906 Penalty: 3011.085938
	Iteration 0F: 3 clusters Score -39805.88 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -39967.707031 Penalty: 3011.085938
	Iteration 1F: 3 clusters Score -39967.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40022.339844 Penalty: 3011.085938
	Iteration 2Q: 3 clusters Score -40022.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40074.425781 Penalty: 3011.085938
	Iteration 3Q: 3 clusters Score -40074.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40096.183594 Penalty: 3011.085938
	Iteration 4Q: 3 clusters Score -40096.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -40108.121094 Penalty: 3011.085938
	Iteration 5Q: 3 clusters Score -40108.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40109.957031 Penalty: 3011.085938
	Iteration 6Q: 3 clusters Score -40109.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40109.957031 Penalty: 3011.085938
	Iteration 7F: 3 clusters Score -40109.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (16498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Entering Unmasked Estep 
Score: -1799761.750000 Penalty: 2408.326660
	Iteration 0F: 2 clusters Score -1799762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1788013.750000 Penalty: 4816.653320
	Iteration 0F: 3 clusters Score -1788014 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1791784.125000 Penalty: 4816.653320
	Iteration 1F: 3 clusters Score -1791784 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1792137.375000 Penalty: 4816.653320
	Iteration 2F: 3 clusters Score -1792137 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1792372.000000 Penalty: 4816.653320
	Iteration 3Q: 3 clusters Score -1792372 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1792553.250000 Penalty: 4816.653320
	Iteration 4Q: 3 clusters Score -1792553 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1792694.125000 Penalty: 4816.653320
	Iteration 5Q: 3 clusters Score -1792694 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1792806.125000 Penalty: 4816.653320
	Iteration 6Q: 3 clusters Score -1792806 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1792913.625000 Penalty: 4816.653320
	Iteration 7Q: 3 clusters Score -1792914 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1793041.500000 Penalty: 4816.653320
	Iteration 8Q: 3 clusters Score -1793042 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1793173.250000 Penalty: 4816.653320
	Iteration 9Q: 3 clusters Score -1793173 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1793325.500000 Penalty: 4816.653320
	Iteration 10Q: 3 clusters Score -1793326 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1793502.375000 Penalty: 4816.653320
	Iteration 11Q: 3 clusters Score -1793502 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1793688.625000 Penalty: 4816.653320
	Iteration 12Q: 3 clusters Score -1793689 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1793956.000000 Penalty: 4816.653320
	Iteration 13Q: 3 clusters Score -1793956 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1794292.500000 Penalty: 4816.653320
	Iteration 14Q: 3 clusters Score -1794292 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1794724.125000 Penalty: 4816.653320
	Iteration 15Q: 3 clusters Score -1794724 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1795188.750000 Penalty: 4816.653320
	Iteration 16Q: 3 clusters Score -1795189 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1795667.125000 Penalty: 4816.653320
	Iteration 17Q: 3 clusters Score -1795667 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1796103.500000 Penalty: 4816.653320
	Iteration 18Q: 3 clusters Score -1796104 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1796461.125000 Penalty: 4816.653320
	Iteration 19Q: 3 clusters Score -1796461 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1796742.125000 Penalty: 4816.653320
	Iteration 20F: 3 clusters Score -1796742 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1796950.750000 Penalty: 4816.653320
	Iteration 21Q: 3 clusters Score -1796951 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1797100.375000 Penalty: 4816.653320
	Iteration 22Q: 3 clusters Score -1797100 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1797220.750000 Penalty: 4816.653320
	Iteration 23Q: 3 clusters Score -1797221 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1797312.125000 Penalty: 4816.653320
	Iteration 24Q: 3 clusters Score -1797312 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1797374.375000 Penalty: 4816.653320
	Iteration 25Q: 3 clusters Score -1797374 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1797426.875000 Penalty: 4816.653320
	Iteration 26Q: 3 clusters Score -1797427 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1797470.500000 Penalty: 4816.653320
	Iteration 27Q: 3 clusters Score -1797470 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1797504.625000 Penalty: 4816.653320
	Iteration 28Q: 3 clusters Score -1797505 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1797535.125000 Penalty: 4816.653320
	Iteration 29Q: 3 clusters Score -1797535 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1797566.125000 Penalty: 4816.653320
	Iteration 30Q: 3 clusters Score -1797566 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1797593.000000 Penalty: 4816.653320
	Iteration 31Q: 3 clusters Score -1797593 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1797624.000000 Penalty: 4816.653320
	Iteration 32Q: 3 clusters Score -1797624 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1797646.375000 Penalty: 4816.653320
	Iteration 33Q: 3 clusters Score -1797646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1797662.375000 Penalty: 4816.653320
	Iteration 34Q: 3 clusters Score -1797662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1797674.750000 Penalty: 4816.653320
	Iteration 35Q: 3 clusters Score -1797675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1797685.625000 Penalty: 4816.653320
	Iteration 36Q: 3 clusters Score -1797686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1797693.125000 Penalty: 4816.653320
	Iteration 37Q: 3 clusters Score -1797693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1797698.625000 Penalty: 4816.653320
	Iteration 38Q: 3 clusters Score -1797699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1797703.000000 Penalty: 4816.653320
	Iteration 39Q: 3 clusters Score -1797703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1797699.125000 Penalty: 4816.653320
	Iteration 40F: 3 clusters Score -1797699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1797705.375000 Penalty: 4816.653320
	Iteration 41Q: 3 clusters Score -1797705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1797707.000000 Penalty: 4816.653320
	Iteration 42Q: 3 clusters Score -1797707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1797710.125000 Penalty: 4816.653320
	Iteration 43Q: 3 clusters Score -1797710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1797709.500000 Penalty: 4816.653320
	Iteration 44Q: 3 clusters Score -1797710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1797713.250000 Penalty: 4816.653320
	Iteration 45Q: 3 clusters Score -1797713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1797708.375000 Penalty: 4816.653320
	Iteration 46Q: 3 clusters Score -1797708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1797708.125000 Penalty: 4816.653320
	Iteration 47Q: 3 clusters Score -1797708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1797707.250000 Penalty: 4816.653320
	Iteration 48Q: 3 clusters Score -1797707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1797710.125000 Penalty: 4816.653320
	Iteration 49Q: 3 clusters Score -1797710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1797712.125000 Penalty: 4816.653320
	Iteration 50Q: 3 clusters Score -1797712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1797712.125000 Penalty: 4816.653320
	Iteration 51F: 3 clusters Score -1797712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Entering Unmasked Estep 
Score: -864995.375000 Penalty: 2248.341309
	Iteration 0F: 2 clusters Score -864995.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -858284.625000 Penalty: 4496.682617
	Iteration 0F: 3 clusters Score -858284.6 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -860272.250000 Penalty: 4496.682617
	Iteration 1F: 3 clusters Score -860272.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -860605.937500 Penalty: 4496.682617
	Iteration 2F: 3 clusters Score -860605.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -860894.687500 Penalty: 4496.682617
	Iteration 3F: 3 clusters Score -860894.7 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -861146.437500 Penalty: 4496.682617
	Iteration 4F: 3 clusters Score -861146.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -861378.500000 Penalty: 4496.682617
	Iteration 5Q: 3 clusters Score -861378.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -861579.437500 Penalty: 4496.682617
	Iteration 6Q: 3 clusters Score -861579.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -861753.062500 Penalty: 4496.682617
	Iteration 7Q: 3 clusters Score -861753.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -861901.312500 Penalty: 4496.682617
	Iteration 8Q: 3 clusters Score -861901.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -862034.875000 Penalty: 4496.682617
	Iteration 9Q: 3 clusters Score -862034.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -862135.437500 Penalty: 4496.682617
	Iteration 10Q: 3 clusters Score -862135.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -862218.937500 Penalty: 4496.682617
	Iteration 11Q: 3 clusters Score -862218.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -862290.437500 Penalty: 4496.682617
	Iteration 12Q: 3 clusters Score -862290.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -862342.437500 Penalty: 4496.682617
	Iteration 13Q: 3 clusters Score -862342.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -862402.750000 Penalty: 4496.682617
	Iteration 14Q: 3 clusters Score -862402.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -862461.062500 Penalty: 4496.682617
	Iteration 15Q: 3 clusters Score -862461.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -862513.937500 Penalty: 4496.682617
	Iteration 16Q: 3 clusters Score -862513.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -862566.125000 Penalty: 4496.682617
	Iteration 17Q: 3 clusters Score -862566.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -862606.375000 Penalty: 4496.682617
	Iteration 18Q: 3 clusters Score -862606.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -862653.500000 Penalty: 4496.682617
	Iteration 19Q: 3 clusters Score -862653.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -862703.187500 Penalty: 4496.682617
	Iteration 20F: 3 clusters Score -862703.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -862758.437500 Penalty: 4496.682617
	Iteration 21Q: 3 clusters Score -862758.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -862807.250000 Penalty: 4496.682617
	Iteration 22Q: 3 clusters Score -862807.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -862851.000000 Penalty: 4496.682617
	Iteration 23Q: 3 clusters Score -862851 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -862888.625000 Penalty: 4496.682617
	Iteration 24Q: 3 clusters Score -862888.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -862930.875000 Penalty: 4496.682617
	Iteration 25Q: 3 clusters Score -862930.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -862960.625000 Penalty: 4496.682617
	Iteration 26Q: 3 clusters Score -862960.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -862992.750000 Penalty: 4496.682617
	Iteration 27Q: 3 clusters Score -862992.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -863029.562500 Penalty: 4496.682617
	Iteration 28Q: 3 clusters Score -863029.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -863056.875000 Penalty: 4496.682617
	Iteration 29Q: 3 clusters Score -863056.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -863077.000000 Penalty: 4496.682617
	Iteration 30Q: 3 clusters Score -863077 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -863094.375000 Penalty: 4496.682617
	Iteration 31Q: 3 clusters Score -863094.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -863113.562500 Penalty: 4496.682617
	Iteration 32Q: 3 clusters Score -863113.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -863132.125000 Penalty: 4496.682617
	Iteration 33Q: 3 clusters Score -863132.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -863142.750000 Penalty: 4496.682617
	Iteration 34Q: 3 clusters Score -863142.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -863156.500000 Penalty: 4496.682617
	Iteration 35Q: 3 clusters Score -863156.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -863163.687500 Penalty: 4496.682617
	Iteration 36Q: 3 clusters Score -863163.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -863170.000000 Penalty: 4496.682617
	Iteration 37Q: 3 clusters Score -863170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -863179.250000 Penalty: 4496.682617
	Iteration 38Q: 3 clusters Score -863179.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -863194.125000 Penalty: 4496.682617
	Iteration 39Q: 3 clusters Score -863194.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -863200.000000 Penalty: 4496.682617
	Iteration 40F: 3 clusters Score -863200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -863208.687500 Penalty: 4496.682617
	Iteration 41Q: 3 clusters Score -863208.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -863218.562500 Penalty: 4496.682617
	Iteration 42Q: 3 clusters Score -863218.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -863226.750000 Penalty: 4496.682617
	Iteration 43Q: 3 clusters Score -863226.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -863234.875000 Penalty: 4496.682617
	Iteration 44Q: 3 clusters Score -863234.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -863238.500000 Penalty: 4496.682617
	Iteration 45Q: 3 clusters Score -863238.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -863241.562500 Penalty: 4496.682617
	Iteration 46Q: 3 clusters Score -863241.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -863246.062500 Penalty: 4496.682617
	Iteration 47Q: 3 clusters Score -863246.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -863251.750000 Penalty: 4496.682617
	Iteration 48Q: 3 clusters Score -863251.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -863256.437500 Penalty: 4496.682617
	Iteration 49Q: 3 clusters Score -863256.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -863258.375000 Penalty: 4496.682617
	Iteration 50Q: 3 clusters Score -863258.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -863261.312500 Penalty: 4496.682617
	Iteration 51Q: 3 clusters Score -863261.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -863263.250000 Penalty: 4496.682617
	Iteration 52Q: 3 clusters Score -863263.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -863267.375000 Penalty: 4496.682617
	Iteration 53Q: 3 clusters Score -863267.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -863269.375000 Penalty: 4496.682617
	Iteration 54Q: 3 clusters Score -863269.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -863269.562500 Penalty: 4496.682617
	Iteration 55Q: 3 clusters Score -863269.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -863270.000000 Penalty: 4496.682617
	Iteration 56Q: 3 clusters Score -863270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -863270.562500 Penalty: 4496.682617
	Iteration 57Q: 3 clusters Score -863270.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -863270.687500 Penalty: 4496.682617
	Iteration 58Q: 3 clusters Score -863270.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -863272.875000 Penalty: 4496.682617
	Iteration 59Q: 3 clusters Score -863272.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -863274.187500 Penalty: 4496.682617
	Iteration 60F: 3 clusters Score -863274.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -863273.750000 Penalty: 4496.682617
	Iteration 61Q: 3 clusters Score -863273.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -863275.000000 Penalty: 4496.682617
	Iteration 62Q: 3 clusters Score -863275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -863275.000000 Penalty: 4496.682617
	Iteration 63F: 3 clusters Score -863275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (15871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Entering Unmasked Estep 
Score: -1706916.250000 Penalty: 2398.717773
	Iteration 0F: 2 clusters Score -1706916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1695471.125000 Penalty: 4797.435547
	Iteration 0F: 3 clusters Score -1695471 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1699040.750000 Penalty: 4797.435547
	Iteration 1F: 3 clusters Score -1699041 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1699473.000000 Penalty: 4797.435547
	Iteration 2F: 3 clusters Score -1699473 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1699869.125000 Penalty: 4797.435547
	Iteration 3F: 3 clusters Score -1699869 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1700305.875000 Penalty: 4797.435547
	Iteration 4Q: 3 clusters Score -1700306 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1700810.500000 Penalty: 4797.435547
	Iteration 5F: 3 clusters Score -1700810 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1701342.625000 Penalty: 4797.435547
	Iteration 6F: 3 clusters Score -1701343 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1701931.375000 Penalty: 4797.435547
	Iteration 7F: 3 clusters Score -1701931 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1702542.375000 Penalty: 4797.435547
	Iteration 8F: 3 clusters Score -1702542 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1703095.625000 Penalty: 4797.435547
	Iteration 9F: 3 clusters Score -1703096 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1703501.375000 Penalty: 4797.435547
	Iteration 10Q: 3 clusters Score -1703501 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1703794.625000 Penalty: 4797.435547
	Iteration 11Q: 3 clusters Score -1703795 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1704027.875000 Penalty: 4797.435547
	Iteration 12Q: 3 clusters Score -1704028 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1704196.250000 Penalty: 4797.435547
	Iteration 13Q: 3 clusters Score -1704196 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1704335.125000 Penalty: 4797.435547
	Iteration 14Q: 3 clusters Score -1704335 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1704445.375000 Penalty: 4797.435547
	Iteration 15Q: 3 clusters Score -1704445 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1704579.875000 Penalty: 4797.435547
	Iteration 16Q: 3 clusters Score -1704580 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1704713.625000 Penalty: 4797.435547
	Iteration 17Q: 3 clusters Score -1704714 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1704833.750000 Penalty: 4797.435547
	Iteration 18Q: 3 clusters Score -1704834 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1704948.250000 Penalty: 4797.435547
	Iteration 19Q: 3 clusters Score -1704948 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1705035.125000 Penalty: 4797.435547
	Iteration 20F: 3 clusters Score -1705035 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1705133.750000 Penalty: 4797.435547
	Iteration 21Q: 3 clusters Score -1705134 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1705227.750000 Penalty: 4797.435547
	Iteration 22Q: 3 clusters Score -1705228 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1705333.125000 Penalty: 4797.435547
	Iteration 23Q: 3 clusters Score -1705333 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1705434.375000 Penalty: 4797.435547
	Iteration 24Q: 3 clusters Score -1705434 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1705520.625000 Penalty: 4797.435547
	Iteration 25Q: 3 clusters Score -1705521 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1705580.875000 Penalty: 4797.435547
	Iteration 26Q: 3 clusters Score -1705581 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1705639.625000 Penalty: 4797.435547
	Iteration 27Q: 3 clusters Score -1705640 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1705683.500000 Penalty: 4797.435547
	Iteration 28Q: 3 clusters Score -1705684 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1705738.125000 Penalty: 4797.435547
	Iteration 29Q: 3 clusters Score -1705738 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1705787.375000 Penalty: 4797.435547
	Iteration 30Q: 3 clusters Score -1705787 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1705821.375000 Penalty: 4797.435547
	Iteration 31Q: 3 clusters Score -1705821 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1705848.625000 Penalty: 4797.435547
	Iteration 32Q: 3 clusters Score -1705849 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1705880.875000 Penalty: 4797.435547
	Iteration 33Q: 3 clusters Score -1705881 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1705897.125000 Penalty: 4797.435547
	Iteration 34Q: 3 clusters Score -1705897 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1705913.125000 Penalty: 4797.435547
	Iteration 35Q: 3 clusters Score -1705913 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1705919.000000 Penalty: 4797.435547
	Iteration 36Q: 3 clusters Score -1705919 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1705935.875000 Penalty: 4797.435547
	Iteration 37Q: 3 clusters Score -1705936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1705946.875000 Penalty: 4797.435547
	Iteration 38Q: 3 clusters Score -1705947 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1705953.500000 Penalty: 4797.435547
	Iteration 39Q: 3 clusters Score -1705954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1705967.250000 Penalty: 4797.435547
	Iteration 40F: 3 clusters Score -1705967 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1705971.750000 Penalty: 4797.435547
	Iteration 41Q: 3 clusters Score -1705972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1705980.250000 Penalty: 4797.435547
	Iteration 42Q: 3 clusters Score -1705980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1705993.000000 Penalty: 4797.435547
	Iteration 43Q: 3 clusters Score -1705993 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1706002.500000 Penalty: 4797.435547
	Iteration 44Q: 3 clusters Score -1706002 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1706015.000000 Penalty: 4797.435547
	Iteration 45Q: 3 clusters Score -1706015 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1706026.500000 Penalty: 4797.435547
	Iteration 46Q: 3 clusters Score -1706026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1706036.250000 Penalty: 4797.435547
	Iteration 47Q: 3 clusters Score -1706036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1706041.375000 Penalty: 4797.435547
	Iteration 48Q: 3 clusters Score -1706041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1706048.125000 Penalty: 4797.435547
	Iteration 49Q: 3 clusters Score -1706048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1706053.375000 Penalty: 4797.435547
	Iteration 50Q: 3 clusters Score -1706053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1706056.750000 Penalty: 4797.435547
	Iteration 51Q: 3 clusters Score -1706057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1706060.375000 Penalty: 4797.435547
	Iteration 52Q: 3 clusters Score -1706060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1706064.500000 Penalty: 4797.435547
	Iteration 53Q: 3 clusters Score -1706064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1706064.375000 Penalty: 4797.435547
	Iteration 54Q: 3 clusters Score -1706064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1706065.750000 Penalty: 4797.435547
	Iteration 55Q: 3 clusters Score -1706066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1706070.000000 Penalty: 4797.435547
	Iteration 56Q: 3 clusters Score -1706070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1706074.750000 Penalty: 4797.435547
	Iteration 57Q: 3 clusters Score -1706075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1706078.500000 Penalty: 4797.435547
	Iteration 58Q: 3 clusters Score -1706078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1706082.250000 Penalty: 4797.435547
	Iteration 59Q: 3 clusters Score -1706082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1706093.250000 Penalty: 4797.435547
	Iteration 60F: 3 clusters Score -1706093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1706100.625000 Penalty: 4797.435547
	Iteration 61Q: 3 clusters Score -1706101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1706101.625000 Penalty: 4797.435547
	Iteration 62Q: 3 clusters Score -1706102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1706107.625000 Penalty: 4797.435547
	Iteration 63Q: 3 clusters Score -1706108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1706105.625000 Penalty: 4797.435547
	Iteration 64Q: 3 clusters Score -1706106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1706109.125000 Penalty: 4797.435547
	Iteration 65Q: 3 clusters Score -1706109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1706110.875000 Penalty: 4797.435547
	Iteration 66Q: 3 clusters Score -1706111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1706113.000000 Penalty: 4797.435547
	Iteration 67Q: 3 clusters Score -1706113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1706115.250000 Penalty: 4797.435547
	Iteration 68Q: 3 clusters Score -1706115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1706113.500000 Penalty: 4797.435547
	Iteration 69Q: 3 clusters Score -1706114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1706115.500000 Penalty: 4797.435547
	Iteration 70Q: 3 clusters Score -1706116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1706114.375000 Penalty: 4797.435547
	Iteration 71Q: 3 clusters Score -1706114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1706111.875000 Penalty: 4797.435547
	Iteration 72Q: 3 clusters Score -1706112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1706116.875000 Penalty: 4797.435547
	Iteration 73Q: 3 clusters Score -1706117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1706116.875000 Penalty: 4797.435547
	Iteration 74F: 3 clusters Score -1706117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -41167.320312 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -41167.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -39764.921875 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -39764.92 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -40153.652344 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -40153.65 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -40388.171875 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -40388.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -40513.722656 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -40513.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -40548.847656 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -40548.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -40580.589844 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -40580.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -40594.503906 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -40594.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -40612.660156 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -40612.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -40619.722656 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -40619.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -40627.367188 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -40627.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -40627.367188 Penalty: 3060.126709
	Iteration 10F: 3 clusters Score -40627.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (90524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90524 members 
Entering Unmasked Estep 
Score: -9868062.000000 Penalty: 2830.515869
	Iteration 0F: 2 clusters Score -9868062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -9807421.000000 Penalty: 5661.031738
	Iteration 0F: 3 clusters Score -9807421 nChanged 42436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -9831391.000000 Penalty: 5661.031738
	Iteration 1F: 3 clusters Score -9831391 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 46351 members 
Entering Unmasked Estep 
Score: -9832050.000000 Penalty: 5661.031738
	Iteration 2Q: 3 clusters Score -9832050 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 47074 members 
Entering Unmasked Estep 
Score: -9832822.000000 Penalty: 5661.031738
	Iteration 3Q: 3 clusters Score -9832822 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -9833603.000000 Penalty: 5661.031738
	Iteration 4Q: 3 clusters Score -9833603 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 49650 members 
Entering Unmasked Estep 
Score: -9834646.000000 Penalty: 5661.031738
	Iteration 5Q: 3 clusters Score -9834646 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 51795 members 
Entering Unmasked Estep 
Score: -9835997.000000 Penalty: 5661.031738
	Iteration 6Q: 3 clusters Score -9835997 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 54766 members 
Entering Unmasked Estep 
Score: -9837911.000000 Penalty: 5661.031738
	Iteration 7Q: 3 clusters Score -9837911 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 58792 members 
Entering Unmasked Estep 
Score: -9840575.000000 Penalty: 5661.031738
	Iteration 8F: 3 clusters Score -9840575 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 63885 members 
Entering Unmasked Estep 
Score: -9844183.000000 Penalty: 5661.031738
	Iteration 9F: 3 clusters Score -9844183 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 69705 members 
Entering Unmasked Estep 
Score: -9848521.000000 Penalty: 5661.031738
	Iteration 10F: 3 clusters Score -9848521 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 75438 members 
Entering Unmasked Estep 
Score: -9852969.000000 Penalty: 5661.031738
	Iteration 11F: 3 clusters Score -9852969 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 80687 members 
Entering Unmasked Estep 
Score: -9857207.000000 Penalty: 5661.031738
	Iteration 12F: 3 clusters Score -9857207 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 84757 members 
Entering Unmasked Estep 
Score: -9860612.000000 Penalty: 5661.031738
	Iteration 13Q: 3 clusters Score -9860612 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 87533 members 
Entering Unmasked Estep 
Score: -9862971.000000 Penalty: 5661.031738
	Iteration 14Q: 3 clusters Score -9862971 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 89077 members 
Entering Unmasked Estep 
Score: -9864372.000000 Penalty: 5661.031738
	Iteration 15Q: 3 clusters Score -9864372 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 89745 members 
Entering Unmasked Estep 
Score: -9864958.000000 Penalty: 5661.031738
	Iteration 16Q: 3 clusters Score -9864958 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 90015 members 
Entering Unmasked Estep 
Score: -9865257.000000 Penalty: 5661.031738
	Iteration 17Q: 3 clusters Score -9865257 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 90114 members 
Entering Unmasked Estep 
Score: -9865408.000000 Penalty: 5661.031738
	Iteration 18Q: 3 clusters Score -9865408 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 90157 members 
Entering Unmasked Estep 
Score: -9865457.000000 Penalty: 5661.031738
	Iteration 19Q: 3 clusters Score -9865457 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 90176 members 
Entering Unmasked Estep 
Score: -9865484.000000 Penalty: 5661.031738
	Iteration 20F: 3 clusters Score -9865484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 90199 members 
Entering Unmasked Estep 
Score: -9865527.000000 Penalty: 5661.031738
	Iteration 21Q: 3 clusters Score -9865527 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 90212 members 
Entering Unmasked Estep 
Score: -9865559.000000 Penalty: 5661.031738
	Iteration 22Q: 3 clusters Score -9865559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 90217 members 
Entering Unmasked Estep 
Score: -9865576.000000 Penalty: 5661.031738
	Iteration 23Q: 3 clusters Score -9865576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 90229 members 
Entering Unmasked Estep 
Score: -9865591.000000 Penalty: 5661.031738
	Iteration 24Q: 3 clusters Score -9865591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 90243 members 
Entering Unmasked Estep 
Score: -9865600.000000 Penalty: 5661.031738
	Iteration 25Q: 3 clusters Score -9865600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 90249 members 
Entering Unmasked Estep 
Score: -9865608.000000 Penalty: 5661.031738
	Iteration 26Q: 3 clusters Score -9865608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 90256 members 
Entering Unmasked Estep 
Score: -9865619.000000 Penalty: 5661.031738
	Iteration 27Q: 3 clusters Score -9865619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 90256 members 
Entering Unmasked Estep 
Score: -9865638.000000 Penalty: 5661.031738
	Iteration 28Q: 3 clusters Score -9865638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 90259 members 
Entering Unmasked Estep 
Score: -9865644.000000 Penalty: 5661.031738
	Iteration 29Q: 3 clusters Score -9865644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 90259 members 
Entering Unmasked Estep 
Score: -9865641.000000 Penalty: 5661.031738
	Iteration 30Q: 3 clusters Score -9865641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 90261 members 
Entering Unmasked Estep 
Score: -9865652.000000 Penalty: 5661.031738
	Iteration 31Q: 3 clusters Score -9865652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 90261 members 
Entering Unmasked Estep 
Score: -9865652.000000 Penalty: 5661.031738
	Iteration 32F: 3 clusters Score -9865652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (13766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Entering Unmasked Estep 
Score: -1518754.000000 Penalty: 2363.429199
	Iteration 0F: 2 clusters Score -1518754 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 6824 members 
Entering Unmasked Estep 
Score: -1508563.750000 Penalty: 4726.858398
	Iteration 0F: 3 clusters Score -1508564 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1511739.625000 Penalty: 4726.858398
	Iteration 1F: 3 clusters Score -1511740 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1512053.625000 Penalty: 4726.858398
	Iteration 2F: 3 clusters Score -1512054 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1512261.750000 Penalty: 4726.858398
	Iteration 3Q: 3 clusters Score -1512262 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1512452.750000 Penalty: 4726.858398
	Iteration 4Q: 3 clusters Score -1512453 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1512640.750000 Penalty: 4726.858398
	Iteration 5Q: 3 clusters Score -1512641 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1512878.375000 Penalty: 4726.858398
	Iteration 6Q: 3 clusters Score -1512878 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1513158.375000 Penalty: 4726.858398
	Iteration 7Q: 3 clusters Score -1513158 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1513532.375000 Penalty: 4726.858398
	Iteration 8Q: 3 clusters Score -1513532 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1514009.250000 Penalty: 4726.858398
	Iteration 9F: 3 clusters Score -1514009 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1514533.625000 Penalty: 4726.858398
	Iteration 10F: 3 clusters Score -1514534 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1515043.625000 Penalty: 4726.858398
	Iteration 11Q: 3 clusters Score -1515044 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1515520.000000 Penalty: 4726.858398
	Iteration 12Q: 3 clusters Score -1515520 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1515889.250000 Penalty: 4726.858398
	Iteration 13Q: 3 clusters Score -1515889 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1516170.000000 Penalty: 4726.858398
	Iteration 14Q: 3 clusters Score -1516170 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1516352.500000 Penalty: 4726.858398
	Iteration 15Q: 3 clusters Score -1516352 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1516477.625000 Penalty: 4726.858398
	Iteration 16Q: 3 clusters Score -1516478 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1516562.000000 Penalty: 4726.858398
	Iteration 17Q: 3 clusters Score -1516562 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1516595.750000 Penalty: 4726.858398
	Iteration 18Q: 3 clusters Score -1516596 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1516629.750000 Penalty: 4726.858398
	Iteration 19Q: 3 clusters Score -1516630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1516661.750000 Penalty: 4726.858398
	Iteration 20F: 3 clusters Score -1516662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1516688.875000 Penalty: 4726.858398
	Iteration 21Q: 3 clusters Score -1516689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1516708.000000 Penalty: 4726.858398
	Iteration 22Q: 3 clusters Score -1516708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1516724.250000 Penalty: 4726.858398
	Iteration 23Q: 3 clusters Score -1516724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1516732.375000 Penalty: 4726.858398
	Iteration 24Q: 3 clusters Score -1516732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1516734.000000 Penalty: 4726.858398
	Iteration 25Q: 3 clusters Score -1516734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1516734.000000 Penalty: 4726.858398
	Iteration 26F: 3 clusters Score -1516734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Entering Unmasked Estep 
Score: -156254.750000 Penalty: 1820.044312
	Iteration 0F: 2 clusters Score -156254.8 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 775 members 
Entering Unmasked Estep 
Score: -153924.234375 Penalty: 3640.088623
	Iteration 0F: 3 clusters Score -153924.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -154341.687500 Penalty: 3640.088623
	Iteration 1F: 3 clusters Score -154341.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -154454.687500 Penalty: 3640.088623
	Iteration 2F: 3 clusters Score -154454.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -154513.640625 Penalty: 3640.088623
	Iteration 3Q: 3 clusters Score -154513.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -154538.781250 Penalty: 3640.088623
	Iteration 4Q: 3 clusters Score -154538.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -154565.328125 Penalty: 3640.088623
	Iteration 5Q: 3 clusters Score -154565.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -154585.281250 Penalty: 3640.088623
	Iteration 6Q: 3 clusters Score -154585.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -154605.453125 Penalty: 3640.088623
	Iteration 7Q: 3 clusters Score -154605.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -154626.250000 Penalty: 3640.088623
	Iteration 8Q: 3 clusters Score -154626.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -154640.703125 Penalty: 3640.088623
	Iteration 9Q: 3 clusters Score -154640.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -154652.671875 Penalty: 3640.088623
	Iteration 10Q: 3 clusters Score -154652.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -154659.906250 Penalty: 3640.088623
	Iteration 11Q: 3 clusters Score -154659.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -154666.406250 Penalty: 3640.088623
	Iteration 12Q: 3 clusters Score -154666.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -154671.921875 Penalty: 3640.088623
	Iteration 13Q: 3 clusters Score -154671.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -154676.046875 Penalty: 3640.088623
	Iteration 14Q: 3 clusters Score -154676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -154679.531250 Penalty: 3640.088623
	Iteration 15Q: 3 clusters Score -154679.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -154682.171875 Penalty: 3640.088623
	Iteration 16Q: 3 clusters Score -154682.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -154683.078125 Penalty: 3640.088623
	Iteration 17Q: 3 clusters Score -154683.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -154683.687500 Penalty: 3640.088623
	Iteration 18Q: 3 clusters Score -154683.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -154684.328125 Penalty: 3640.088623
	Iteration 19Q: 3 clusters Score -154684.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -154685.062500 Penalty: 3640.088623
	Iteration 20F: 3 clusters Score -154685.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Entering Unmasked Estep 
Score: -672841.000000 Penalty: 2189.539062
	Iteration 0F: 2 clusters Score -672841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -667195.125000 Penalty: 4379.078125
	Iteration 0F: 3 clusters Score -667195.1 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -668943.000000 Penalty: 4379.078125
	Iteration 1F: 3 clusters Score -668943 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -669499.812500 Penalty: 4379.078125
	Iteration 2F: 3 clusters Score -669499.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -670071.812500 Penalty: 4379.078125
	Iteration 3F: 3 clusters Score -670071.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -670688.687500 Penalty: 4379.078125
	Iteration 4F: 3 clusters Score -670688.7 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -671318.937500 Penalty: 4379.078125
	Iteration 5F: 3 clusters Score -671318.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -671893.687500 Penalty: 4379.078125
	Iteration 6F: 3 clusters Score -671893.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -672339.625000 Penalty: 4379.078125
	Iteration 7F: 3 clusters Score -672339.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -672630.312500 Penalty: 4379.078125
	Iteration 8Q: 3 clusters Score -672630.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -672797.437500 Penalty: 4379.078125
	Iteration 9Q: 3 clusters Score -672797.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -672863.312500 Penalty: 4379.078125
	Iteration 10Q: 3 clusters Score -672863.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -672901.125000 Penalty: 4379.078125
	Iteration 11Q: 3 clusters Score -672901.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -672926.750000 Penalty: 4379.078125
	Iteration 12Q: 3 clusters Score -672926.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -672943.625000 Penalty: 4379.078125
	Iteration 13Q: 3 clusters Score -672943.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -672957.375000 Penalty: 4379.078125
	Iteration 14Q: 3 clusters Score -672957.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -672963.250000 Penalty: 4379.078125
	Iteration 15Q: 3 clusters Score -672963.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -672970.187500 Penalty: 4379.078125
	Iteration 16Q: 3 clusters Score -672970.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -672974.500000 Penalty: 4379.078125
	Iteration 17Q: 3 clusters Score -672974.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -672977.562500 Penalty: 4379.078125
	Iteration 18Q: 3 clusters Score -672977.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -672979.250000 Penalty: 4379.078125
	Iteration 19Q: 3 clusters Score -672979.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -672981.812500 Penalty: 4379.078125
	Iteration 20F: 3 clusters Score -672981.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -672983.625000 Penalty: 4379.078125
	Iteration 21Q: 3 clusters Score -672983.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -672984.500000 Penalty: 4379.078125
	Iteration 22Q: 3 clusters Score -672984.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -672986.250000 Penalty: 4379.078125
	Iteration 23Q: 3 clusters Score -672986.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -672987.312500 Penalty: 4379.078125
	Iteration 24Q: 3 clusters Score -672987.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -672987.312500 Penalty: 4379.078125
	Iteration 25F: 3 clusters Score -672987.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 9127 members 
Mstep: Class 3 contains 9393 members 
Mstep: Class 4 contains 27206 members 
Mstep: Class 5 contains 15575 members 
Mstep: Class 6 contains 7123 members 
Mstep: Class 7 contains 14830 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9026 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6254 members 
Mstep: Class 13 contains 17360 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 15 contains 34036 members 
Mstep: Class 16 contains 4922 members 
Mstep: Class 17 contains 2499 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 34480 members 
Mstep: Class 20 contains 15698 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 29282 members 
Mstep: Class 23 contains 38844 members 
Mstep: Class 24 contains 3629 members 
Mstep: Class 25 contains 4006 members 
Mstep: Class 26 contains 7428 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22649 members 
Mstep: Class 29 contains 3293 members 
Mstep: Class 30 contains 8406 members 
Mstep: Class 31 contains 8411 members 
Mstep: Class 32 contains 7768 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19193 members 
Mstep: Class 35 contains 20612 members 
Mstep: Class 36 contains 4451 members 
Mstep: Class 37 contains 21628 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16498 members 
Mstep: Class 40 contains 8655 members 
Mstep: Class 41 contains 15871 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90524 members 
Mstep: Class 44 contains 13766 members 
Mstep: Class 45 contains 1539 members 
Mstep: Class 46 contains 2369 members 
Mstep: Class 47 contains 11062 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33896 members 
Mstep: Class 50 contains 8645 members 
Mstep: Class 51 contains 1862 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4944 members 
Mstep: Class 54 contains 4459 members 
Entering Unmasked Estep 
Score: -64759748.000000 Penalty: 179211.343750
Splitting cluster 46 changes total score from -64759824.000000 to -64759748.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (11062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Entering Unmasked Estep 
Score: -1194705.875000 Penalty: 2309.195068
	Iteration 0F: 2 clusters Score -1194706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1186320.500000 Penalty: 4618.390137
	Iteration 0F: 3 clusters Score -1186320 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1189121.375000 Penalty: 4618.390137
	Iteration 1F: 3 clusters Score -1189121 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1189628.500000 Penalty: 4618.390137
	Iteration 2F: 3 clusters Score -1189628 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1190149.250000 Penalty: 4618.390137
	Iteration 3F: 3 clusters Score -1190149 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1190689.000000 Penalty: 4618.390137
	Iteration 4F: 3 clusters Score -1190689 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1191261.000000 Penalty: 4618.390137
	Iteration 5F: 3 clusters Score -1191261 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1191934.625000 Penalty: 4618.390137
	Iteration 6F: 3 clusters Score -1191935 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1192691.125000 Penalty: 4618.390137
	Iteration 7F: 3 clusters Score -1192691 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1193386.250000 Penalty: 4618.390137
	Iteration 8F: 3 clusters Score -1193386 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1193973.625000 Penalty: 4618.390137
	Iteration 9Q: 3 clusters Score -1193974 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1194324.750000 Penalty: 4618.390137
	Iteration 10Q: 3 clusters Score -1194325 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1194486.000000 Penalty: 4618.390137
	Iteration 11Q: 3 clusters Score -1194486 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1194568.750000 Penalty: 4618.390137
	Iteration 12Q: 3 clusters Score -1194569 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1194614.625000 Penalty: 4618.390137
	Iteration 13Q: 3 clusters Score -1194615 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1194647.250000 Penalty: 4618.390137
	Iteration 14Q: 3 clusters Score -1194647 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1194682.250000 Penalty: 4618.390137
	Iteration 15Q: 3 clusters Score -1194682 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1194717.625000 Penalty: 4618.390137
	Iteration 16Q: 3 clusters Score -1194718 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1194745.375000 Penalty: 4618.390137
	Iteration 17Q: 3 clusters Score -1194745 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1194780.625000 Penalty: 4618.390137
	Iteration 18Q: 3 clusters Score -1194781 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1194814.875000 Penalty: 4618.390137
	Iteration 19Q: 3 clusters Score -1194815 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1194840.000000 Penalty: 4618.390137
	Iteration 20F: 3 clusters Score -1194840 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1194864.750000 Penalty: 4618.390137
	Iteration 21Q: 3 clusters Score -1194865 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1194896.125000 Penalty: 4618.390137
	Iteration 22Q: 3 clusters Score -1194896 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1194940.750000 Penalty: 4618.390137
	Iteration 23Q: 3 clusters Score -1194941 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1194992.125000 Penalty: 4618.390137
	Iteration 24Q: 3 clusters Score -1194992 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1195051.000000 Penalty: 4618.390137
	Iteration 25Q: 3 clusters Score -1195051 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1195141.250000 Penalty: 4618.390137
	Iteration 26Q: 3 clusters Score -1195141 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1195230.000000 Penalty: 4618.390137
	Iteration 27Q: 3 clusters Score -1195230 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1195302.500000 Penalty: 4618.390137
	Iteration 28Q: 3 clusters Score -1195302 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1195351.000000 Penalty: 4618.390137
	Iteration 29Q: 3 clusters Score -1195351 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1195385.375000 Penalty: 4618.390137
	Iteration 30Q: 3 clusters Score -1195385 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1195417.125000 Penalty: 4618.390137
	Iteration 31Q: 3 clusters Score -1195417 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1195437.375000 Penalty: 4618.390137
	Iteration 32Q: 3 clusters Score -1195437 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1195455.625000 Penalty: 4618.390137
	Iteration 33Q: 3 clusters Score -1195456 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1195469.375000 Penalty: 4618.390137
	Iteration 34Q: 3 clusters Score -1195469 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1195478.250000 Penalty: 4618.390137
	Iteration 35Q: 3 clusters Score -1195478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1195482.375000 Penalty: 4618.390137
	Iteration 36Q: 3 clusters Score -1195482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1195490.750000 Penalty: 4618.390137
	Iteration 37Q: 3 clusters Score -1195491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1195491.250000 Penalty: 4618.390137
	Iteration 38Q: 3 clusters Score -1195491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1195492.625000 Penalty: 4618.390137
	Iteration 39Q: 3 clusters Score -1195493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1195498.500000 Penalty: 4618.390137
	Iteration 40F: 3 clusters Score -1195498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1195501.750000 Penalty: 4618.390137
	Iteration 41Q: 3 clusters Score -1195502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1195501.625000 Penalty: 4618.390137
	Iteration 42Q: 3 clusters Score -1195502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1195500.875000 Penalty: 4618.390137
	Iteration 43Q: 3 clusters Score -1195501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1195503.250000 Penalty: 4618.390137
	Iteration 44Q: 3 clusters Score -1195503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1195503.875000 Penalty: 4618.390137
	Iteration 45Q: 3 clusters Score -1195504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1195501.875000 Penalty: 4618.390137
	Iteration 46Q: 3 clusters Score -1195502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1195501.750000 Penalty: 4618.390137
	Iteration 47Q: 3 clusters Score -1195502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1195504.250000 Penalty: 4618.390137
	Iteration 48Q: 3 clusters Score -1195504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1195508.750000 Penalty: 4618.390137
	Iteration 49Q: 3 clusters Score -1195509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1195508.125000 Penalty: 4618.390137
	Iteration 50Q: 3 clusters Score -1195508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1195509.750000 Penalty: 4618.390137
	Iteration 51Q: 3 clusters Score -1195510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1195514.750000 Penalty: 4618.390137
	Iteration 52Q: 3 clusters Score -1195515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1195516.875000 Penalty: 4618.390137
	Iteration 53Q: 3 clusters Score -1195517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1195520.250000 Penalty: 4618.390137
	Iteration 54Q: 3 clusters Score -1195520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1195520.500000 Penalty: 4618.390137
	Iteration 55Q: 3 clusters Score -1195520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1195520.000000 Penalty: 4618.390137
	Iteration 56Q: 3 clusters Score -1195520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1195522.875000 Penalty: 4618.390137
	Iteration 57Q: 3 clusters Score -1195523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1195522.875000 Penalty: 4618.390137
	Iteration 58F: 3 clusters Score -1195523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 9127 members 
Mstep: Class 3 contains 9393 members 
Mstep: Class 4 contains 27206 members 
Mstep: Class 5 contains 15575 members 
Mstep: Class 6 contains 7123 members 
Mstep: Class 7 contains 14830 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9026 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6254 members 
Mstep: Class 13 contains 17360 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 15 contains 34036 members 
Mstep: Class 16 contains 4922 members 
Mstep: Class 17 contains 2499 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 34480 members 
Mstep: Class 20 contains 15698 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 29282 members 
Mstep: Class 23 contains 38844 members 
Mstep: Class 24 contains 3629 members 
Mstep: Class 25 contains 4006 members 
Mstep: Class 26 contains 7428 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22649 members 
Mstep: Class 29 contains 3293 members 
Mstep: Class 30 contains 8406 members 
Mstep: Class 31 contains 8411 members 
Mstep: Class 32 contains 7768 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19193 members 
Mstep: Class 35 contains 20612 members 
Mstep: Class 36 contains 4451 members 
Mstep: Class 37 contains 21628 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16498 members 
Mstep: Class 40 contains 8655 members 
Mstep: Class 41 contains 15871 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90524 members 
Mstep: Class 44 contains 13766 members 
Mstep: Class 45 contains 1539 members 
Mstep: Class 46 contains 6828 members 
Mstep: Class 47 contains 4861 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33896 members 
Mstep: Class 50 contains 8645 members 
Mstep: Class 51 contains 1862 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4944 members 
Mstep: Class 54 contains 6201 members 
Entering Unmasked Estep 
Score: -64760652.000000 Penalty: 179211.343750
Splitting cluster 47 changes total score from -64759824.000000 to -64760652.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 48 (672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Entering Unmasked Estep 
Score: -60127.808594 Penalty: 1614.544067
	Iteration 0F: 2 clusters Score -60127.81 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 356 members 
Entering Unmasked Estep 
Score: -58491.546875 Penalty: 3229.088135
	Iteration 0F: 3 clusters Score -58491.55 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -58808.558594 Penalty: 3229.088135
	Iteration 1F: 3 clusters Score -58808.56 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -58970.531250 Penalty: 3229.088135
	Iteration 2F: 3 clusters Score -58970.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -59038.609375 Penalty: 3229.088135
	Iteration 3Q: 3 clusters Score -59038.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -59097.152344 Penalty: 3229.088135
	Iteration 4Q: 3 clusters Score -59097.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -59180.851562 Penalty: 3229.088135
	Iteration 5Q: 3 clusters Score -59180.85 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -59347.093750 Penalty: 3229.088135
	Iteration 6Q: 3 clusters Score -59347.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -59558.664062 Penalty: 3229.088135
	Iteration 7F: 3 clusters Score -59558.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -59691.042969 Penalty: 3229.088135
	Iteration 8Q: 3 clusters Score -59691.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -59784.125000 Penalty: 3229.088135
	Iteration 9Q: 3 clusters Score -59784.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -59865.140625 Penalty: 3229.088135
	Iteration 10Q: 3 clusters Score -59865.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -60020.312500 Penalty: 3229.088135
	Iteration 11Q: 3 clusters Score -60020.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60235.089844 Penalty: 3229.088135
	Iteration 12Q: 3 clusters Score -60235.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -60279.429688 Penalty: 3229.088135
	Iteration 13Q: 3 clusters Score -60279.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -60279.429688 Penalty: 3229.088135
	Iteration 14F: 3 clusters Score -60279.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 9127 members 
Mstep: Class 3 contains 9393 members 
Mstep: Class 4 contains 27206 members 
Mstep: Class 5 contains 15575 members 
Mstep: Class 6 contains 7123 members 
Mstep: Class 7 contains 14830 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9026 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6254 members 
Mstep: Class 13 contains 17360 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 15 contains 34036 members 
Mstep: Class 16 contains 4922 members 
Mstep: Class 17 contains 2499 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 34480 members 
Mstep: Class 20 contains 15698 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 29282 members 
Mstep: Class 23 contains 38844 members 
Mstep: Class 24 contains 3629 members 
Mstep: Class 25 contains 4006 members 
Mstep: Class 26 contains 7428 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22649 members 
Mstep: Class 29 contains 3293 members 
Mstep: Class 30 contains 8406 members 
Mstep: Class 31 contains 8411 members 
Mstep: Class 32 contains 7768 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19193 members 
Mstep: Class 35 contains 20612 members 
Mstep: Class 36 contains 4451 members 
Mstep: Class 37 contains 21628 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16498 members 
Mstep: Class 40 contains 8655 members 
Mstep: Class 41 contains 15871 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90524 members 
Mstep: Class 44 contains 13766 members 
Mstep: Class 45 contains 1539 members 
Mstep: Class 46 contains 6828 members 
Mstep: Class 47 contains 4861 members 
Mstep: Class 48 contains 381 members 
Mstep: Class 49 contains 33896 members 
Mstep: Class 50 contains 8645 members 
Mstep: Class 51 contains 1862 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4944 members 
Mstep: Class 54 contains 6201 members 
Mstep: Class 55 contains 291 members 
Entering Unmasked Estep 
Score: -64759168.000000 Penalty: 182530.078125
Splitting cluster 48 changes total score from -64759824.000000 to -64759168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (33896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Entering Unmasked Estep 
Score: -3403832.750000 Penalty: 2586.900879
	Iteration 0F: 2 clusters Score -3403833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -3380633.750000 Penalty: 5173.801758
	Iteration 0F: 3 clusters Score -3380634 nChanged 15420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -3389190.000000 Penalty: 5173.801758
	Iteration 1F: 3 clusters Score -3389190 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -3390038.500000 Penalty: 5173.801758
	Iteration 2F: 3 clusters Score -3390038 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -3390848.750000 Penalty: 5173.801758
	Iteration 3F: 3 clusters Score -3390849 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -3391774.250000 Penalty: 5173.801758
	Iteration 4F: 3 clusters Score -3391774 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -3392861.750000 Penalty: 5173.801758
	Iteration 5F: 3 clusters Score -3392862 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -3394045.500000 Penalty: 5173.801758
	Iteration 6F: 3 clusters Score -3394046 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -3395169.250000 Penalty: 5173.801758
	Iteration 7F: 3 clusters Score -3395169 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -3396267.500000 Penalty: 5173.801758
	Iteration 8F: 3 clusters Score -3396268 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -3397350.750000 Penalty: 5173.801758
	Iteration 9Q: 3 clusters Score -3397351 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -3398373.500000 Penalty: 5173.801758
	Iteration 10Q: 3 clusters Score -3398374 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -3399289.250000 Penalty: 5173.801758
	Iteration 11Q: 3 clusters Score -3399289 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -3399956.000000 Penalty: 5173.801758
	Iteration 12Q: 3 clusters Score -3399956 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -3400460.250000 Penalty: 5173.801758
	Iteration 13Q: 3 clusters Score -3400460 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3400821.500000 Penalty: 5173.801758
	Iteration 14Q: 3 clusters Score -3400822 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3401059.000000 Penalty: 5173.801758
	Iteration 15Q: 3 clusters Score -3401059 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3401241.750000 Penalty: 5173.801758
	Iteration 16Q: 3 clusters Score -3401242 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3401384.250000 Penalty: 5173.801758
	Iteration 17Q: 3 clusters Score -3401384 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3401504.000000 Penalty: 5173.801758
	Iteration 18Q: 3 clusters Score -3401504 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3401575.750000 Penalty: 5173.801758
	Iteration 19Q: 3 clusters Score -3401576 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3401647.000000 Penalty: 5173.801758
	Iteration 20F: 3 clusters Score -3401647 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3401700.750000 Penalty: 5173.801758
	Iteration 21Q: 3 clusters Score -3401701 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3401744.250000 Penalty: 5173.801758
	Iteration 22Q: 3 clusters Score -3401744 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3401790.000000 Penalty: 5173.801758
	Iteration 23Q: 3 clusters Score -3401790 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3401827.500000 Penalty: 5173.801758
	Iteration 24Q: 3 clusters Score -3401828 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3401848.500000 Penalty: 5173.801758
	Iteration 25Q: 3 clusters Score -3401848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3401864.250000 Penalty: 5173.801758
	Iteration 26Q: 3 clusters Score -3401864 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3401879.000000 Penalty: 5173.801758
	Iteration 27Q: 3 clusters Score -3401879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3401886.250000 Penalty: 5173.801758
	Iteration 28Q: 3 clusters Score -3401886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3401894.500000 Penalty: 5173.801758
	Iteration 29Q: 3 clusters Score -3401894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3401892.000000 Penalty: 5173.801758
	Iteration 30Q: 3 clusters Score -3401892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3401904.750000 Penalty: 5173.801758
	Iteration 31Q: 3 clusters Score -3401905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3401907.250000 Penalty: 5173.801758
	Iteration 32Q: 3 clusters Score -3401907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3401908.500000 Penalty: 5173.801758
	Iteration 33Q: 3 clusters Score -3401908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3401911.500000 Penalty: 5173.801758
	Iteration 34Q: 3 clusters Score -3401912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3401915.250000 Penalty: 5173.801758
	Iteration 35Q: 3 clusters Score -3401915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3401919.500000 Penalty: 5173.801758
	Iteration 36Q: 3 clusters Score -3401920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3401920.500000 Penalty: 5173.801758
	Iteration 37Q: 3 clusters Score -3401920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3401920.500000 Penalty: 5173.801758
	Iteration 38F: 3 clusters Score -3401920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (8645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Entering Unmasked Estep 
Score: -926890.937500 Penalty: 2248.054688
	Iteration 0F: 2 clusters Score -926890.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -920141.062500 Penalty: 4496.109375
	Iteration 0F: 3 clusters Score -920141.1 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -922231.125000 Penalty: 4496.109375
	Iteration 1F: 3 clusters Score -922231.1 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -922748.437500 Penalty: 4496.109375
	Iteration 2F: 3 clusters Score -922748.4 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -923286.500000 Penalty: 4496.109375
	Iteration 3F: 3 clusters Score -923286.5 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -923920.937500 Penalty: 4496.109375
	Iteration 4F: 3 clusters Score -923920.9 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -924749.062500 Penalty: 4496.109375
	Iteration 5F: 3 clusters Score -924749.1 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -925848.062500 Penalty: 4496.109375
	Iteration 6F: 3 clusters Score -925848.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -926929.125000 Penalty: 4496.109375
	Iteration 7F: 3 clusters Score -926929.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -927629.437500 Penalty: 4496.109375
	Iteration 8Q: 3 clusters Score -927629.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -927873.000000 Penalty: 4496.109375
	Iteration 9Q: 3 clusters Score -927873 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -927916.250000 Penalty: 4496.109375
	Iteration 10Q: 3 clusters Score -927916.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -927930.937500 Penalty: 4496.109375
	Iteration 11Q: 3 clusters Score -927930.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -927932.687500 Penalty: 4496.109375
	Iteration 12Q: 3 clusters Score -927932.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -927933.062500 Penalty: 4496.109375
	Iteration 13Q: 3 clusters Score -927933.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -927932.312500 Penalty: 4496.109375
	Iteration 14Q: 3 clusters Score -927932.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -927932.875000 Penalty: 4496.109375
	Iteration 15Q: 3 clusters Score -927932.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -927932.875000 Penalty: 4496.109375
	Iteration 16F: 3 clusters Score -927932.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 9127 members 
Mstep: Class 3 contains 9393 members 
Mstep: Class 4 contains 27206 members 
Mstep: Class 5 contains 15575 members 
Mstep: Class 6 contains 7123 members 
Mstep: Class 7 contains 14830 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9026 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6254 members 
Mstep: Class 13 contains 17360 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 15 contains 34036 members 
Mstep: Class 16 contains 4922 members 
Mstep: Class 17 contains 2499 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 34480 members 
Mstep: Class 20 contains 15698 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 29282 members 
Mstep: Class 23 contains 38844 members 
Mstep: Class 24 contains 3629 members 
Mstep: Class 25 contains 4006 members 
Mstep: Class 26 contains 7428 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22649 members 
Mstep: Class 29 contains 3293 members 
Mstep: Class 30 contains 8406 members 
Mstep: Class 31 contains 8411 members 
Mstep: Class 32 contains 7768 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19193 members 
Mstep: Class 35 contains 20612 members 
Mstep: Class 36 contains 4451 members 
Mstep: Class 37 contains 21628 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16498 members 
Mstep: Class 40 contains 8655 members 
Mstep: Class 41 contains 15871 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90524 members 
Mstep: Class 44 contains 13766 members 
Mstep: Class 45 contains 1539 members 
Mstep: Class 46 contains 6828 members 
Mstep: Class 47 contains 4861 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33896 members 
Mstep: Class 50 contains 4215 members 
Mstep: Class 51 contains 1862 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4944 members 
Mstep: Class 54 contains 6201 members 
Mstep: Class 55 contains 4430 members 
Entering Unmasked Estep 
Score: -64760380.000000 Penalty: 182530.078125
Splitting cluster 50 changes total score from -64759824.000000 to -64760380.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 51 (1862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Entering Unmasked Estep 
Score: -112307.445312 Penalty: 1867.292847
	Iteration 0F: 2 clusters Score -112307.4 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 938 members 
Entering Unmasked Estep 
Score: -109850.859375 Penalty: 3734.585693
	Iteration 0F: 3 clusters Score -109850.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -110343.468750 Penalty: 3734.585693
	Iteration 1F: 3 clusters Score -110343.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -110530.609375 Penalty: 3734.585693
	Iteration 2F: 3 clusters Score -110530.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -110700.554688 Penalty: 3734.585693
	Iteration 3F: 3 clusters Score -110700.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -110813.640625 Penalty: 3734.585693
	Iteration 4Q: 3 clusters Score -110813.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -110890.414062 Penalty: 3734.585693
	Iteration 5Q: 3 clusters Score -110890.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -110941.210938 Penalty: 3734.585693
	Iteration 6Q: 3 clusters Score -110941.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -110960.218750 Penalty: 3734.585693
	Iteration 7Q: 3 clusters Score -110960.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -110987.570312 Penalty: 3734.585693
	Iteration 8Q: 3 clusters Score -110987.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -111025.117188 Penalty: 3734.585693
	Iteration 9Q: 3 clusters Score -111025.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -111049.179688 Penalty: 3734.585693
	Iteration 10Q: 3 clusters Score -111049.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -111067.820312 Penalty: 3734.585693
	Iteration 11Q: 3 clusters Score -111067.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -111080.125000 Penalty: 3734.585693
	Iteration 12Q: 3 clusters Score -111080.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -111090.781250 Penalty: 3734.585693
	Iteration 13Q: 3 clusters Score -111090.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -111099.468750 Penalty: 3734.585693
	Iteration 14Q: 3 clusters Score -111099.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -111104.812500 Penalty: 3734.585693
	Iteration 15Q: 3 clusters Score -111104.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -111108.054688 Penalty: 3734.585693
	Iteration 16Q: 3 clusters Score -111108.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -111109.921875 Penalty: 3734.585693
	Iteration 17Q: 3 clusters Score -111109.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -111109.921875 Penalty: 3734.585693
	Iteration 18F: 3 clusters Score -111109.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -61318.867188 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -61318.87 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 327 members 
Entering Unmasked Estep 
Score: -59679.476562 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -59679.48 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -59947.769531 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -59947.77 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -60041.539062 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -60041.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -60098.078125 Penalty: 3197.076904
	Iteration 3Q: 3 clusters Score -60098.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -60129.484375 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -60129.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -60151.425781 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -60151.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -60175.261719 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -60175.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -60226.429688 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -60226.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -60273.785156 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -60273.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -60303.343750 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -60303.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -60318.890625 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -60318.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -60332.183594 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -60332.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -60343.878906 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -60343.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -60356.988281 Penalty: 3197.076904
	Iteration 13Q: 3 clusters Score -60356.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -60362.214844 Penalty: 3197.076904
	Iteration 14Q: 3 clusters Score -60362.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -60364.253906 Penalty: 3197.076904
	Iteration 15Q: 3 clusters Score -60364.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -60366.601562 Penalty: 3197.076904
	Iteration 16Q: 3 clusters Score -60366.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -60366.601562 Penalty: 3197.076904
	Iteration 17F: 3 clusters Score -60366.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 9127 members 
Mstep: Class 3 contains 9393 members 
Mstep: Class 4 contains 27206 members 
Mstep: Class 5 contains 15575 members 
Mstep: Class 6 contains 7123 members 
Mstep: Class 7 contains 14830 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9026 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6254 members 
Mstep: Class 13 contains 17360 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 15 contains 34036 members 
Mstep: Class 16 contains 4922 members 
Mstep: Class 17 contains 2499 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 34480 members 
Mstep: Class 20 contains 15698 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 29282 members 
Mstep: Class 23 contains 38844 members 
Mstep: Class 24 contains 3629 members 
Mstep: Class 25 contains 4006 members 
Mstep: Class 26 contains 7428 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22649 members 
Mstep: Class 29 contains 3293 members 
Mstep: Class 30 contains 8406 members 
Mstep: Class 31 contains 8411 members 
Mstep: Class 32 contains 7768 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19193 members 
Mstep: Class 35 contains 20612 members 
Mstep: Class 36 contains 4451 members 
Mstep: Class 37 contains 21628 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16498 members 
Mstep: Class 40 contains 8655 members 
Mstep: Class 41 contains 15871 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90524 members 
Mstep: Class 44 contains 13766 members 
Mstep: Class 45 contains 1539 members 
Mstep: Class 46 contains 6828 members 
Mstep: Class 47 contains 4861 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33896 members 
Mstep: Class 50 contains 4215 members 
Mstep: Class 51 contains 1862 members 
Mstep: Class 52 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64762284.000000 Penalty: 182530.078125
Iteration 119Q: 56 clusters Score -6.476228e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 9123 members 
Mstep: Class 3 contains 9393 members 
Mstep: Class 4 contains 27215 members 
Mstep: Class 5 contains 15530 members 
Mstep: Class 6 contains 7125 members 
Mstep: Class 7 contains 14882 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9030 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6251 members 
Mstep: Class 13 contains 17462 members 
Mstep: Class 14 contains 1627 members 
Mstep: Class 15 contains 34049 members 
Mstep: Class 16 contains 4980 members 
Mstep: Class 17 contains 2502 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 34221 members 
Mstep: Class 20 contains 15696 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 29272 members 
Mstep: Class 23 contains 38903 members 
Mstep: Class 24 contains 3627 members 
Mstep: Class 25 contains 4007 members 
Mstep: Class 26 contains 7455 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22618 members 
Mstep: Class 29 contains 3294 members 
Mstep: Class 30 contains 8387 members 
Mstep: Class 31 contains 8443 members 
Mstep: Class 32 contains 7777 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19231 members 
Mstep: Class 35 contains 20612 members 
Mstep: Class 36 contains 4471 members 
Mstep: Class 37 contains 21671 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16500 members 
Mstep: Class 40 contains 8655 members 
Mstep: Class 41 contains 16080 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90529 members 
Mstep: Class 44 contains 13779 members 
Mstep: Class 45 contains 1554 members 
Mstep: Class 46 contains 6823 members 
Mstep: Class 47 contains 4952 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33977 members 
Mstep: Class 50 contains 4231 members 
Mstep: Class 51 contains 1868 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4662 members 
Mstep: Class 54 contains 5909 members 
Mstep: Class 55 contains 4195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64763908.000000 Penalty: 182530.078125
Iteration 120F: 56 clusters Score -6.476391e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 9123 members 
Mstep: Class 3 contains 9393 members 
Mstep: Class 4 contains 27218 members 
Mstep: Class 5 contains 15516 members 
Mstep: Class 6 contains 7132 members 
Mstep: Class 7 contains 14824 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9029 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6248 members 
Mstep: Class 13 contains 17444 members 
Mstep: Class 14 contains 1627 members 
Mstep: Class 15 contains 34049 members 
Mstep: Class 16 contains 4959 members 
Mstep: Class 17 contains 2503 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 33919 members 
Mstep: Class 20 contains 15710 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 29263 members 
Mstep: Class 23 contains 38856 members 
Mstep: Class 24 contains 3623 members 
Mstep: Class 25 contains 4012 members 
Mstep: Class 26 contains 7295 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22585 members 
Mstep: Class 29 contains 3298 members 
Mstep: Class 30 contains 8370 members 
Mstep: Class 31 contains 8424 members 
Mstep: Class 32 contains 7785 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19193 members 
Mstep: Class 35 contains 20604 members 
Mstep: Class 36 contains 4427 members 
Mstep: Class 37 contains 21591 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16500 members 
Mstep: Class 40 contains 8655 members 
Mstep: Class 41 contains 16189 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90528 members 
Mstep: Class 44 contains 13686 members 
Mstep: Class 45 contains 1556 members 
Mstep: Class 46 contains 6816 members 
Mstep: Class 47 contains 5027 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 33998 members 
Mstep: Class 50 contains 4189 members 
Mstep: Class 51 contains 1873 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4671 members 
Mstep: Class 54 contains 6206 members 
Mstep: Class 55 contains 4347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64764536.000000 Penalty: 182530.078125
Iteration 121Q: 56 clusters Score -6.476454e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 9121 members 
Mstep: Class 3 contains 9393 members 
Mstep: Class 4 contains 27209 members 
Mstep: Class 5 contains 15524 members 
Mstep: Class 6 contains 7138 members 
Mstep: Class 7 contains 14777 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9025 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6251 members 
Mstep: Class 13 contains 17442 members 
Mstep: Class 14 contains 1627 members 
Mstep: Class 15 contains 34063 members 
Mstep: Class 16 contains 4941 members 
Mstep: Class 17 contains 2506 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 33621 members 
Mstep: Class 20 contains 15714 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 29263 members 
Mstep: Class 23 contains 38842 members 
Mstep: Class 24 contains 3622 members 
Mstep: Class 25 contains 4018 members 
Mstep: Class 26 contains 7163 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22568 members 
Mstep: Class 29 contains 3305 members 
Mstep: Class 30 contains 8363 members 
Mstep: Class 31 contains 8408 members 
Mstep: Class 32 contains 7793 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19159 members 
Mstep: Class 35 contains 20604 members 
Mstep: Class 36 contains 4418 members 
Mstep: Class 37 contains 21545 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16496 members 
Mstep: Class 40 contains 8658 members 
Mstep: Class 41 contains 16261 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90527 members 
Mstep: Class 44 contains 13642 members 
Mstep: Class 45 contains 1556 members 
Mstep: Class 46 contains 6805 members 
Mstep: Class 47 contains 5071 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34028 members 
Mstep: Class 50 contains 4163 members 
Mstep: Class 51 contains 1876 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4668 members 
Mstep: Class 54 contains 6407 members 
Mstep: Class 55 contains 4387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64765128.000000 Penalty: 182530.078125
Iteration 122Q: 56 clusters Score -6.476513e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 9119 members 
Mstep: Class 3 contains 9392 members 
Mstep: Class 4 contains 27215 members 
Mstep: Class 5 contains 15532 members 
Mstep: Class 6 contains 7140 members 
Mstep: Class 7 contains 14756 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9022 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17448 members 
Mstep: Class 14 contains 1627 members 
Mstep: Class 15 contains 34097 members 
Mstep: Class 16 contains 4928 members 
Mstep: Class 17 contains 2503 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 33321 members 
Mstep: Class 20 contains 15707 members 
Mstep: Class 21 contains 2221 members 
Mstep: Class 22 contains 29264 members 
Mstep: Class 23 contains 38807 members 
Mstep: Class 24 contains 3620 members 
Mstep: Class 25 contains 4021 members 
Mstep: Class 26 contains 7022 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22570 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 8354 members 
Mstep: Class 31 contains 8391 members 
Mstep: Class 32 contains 7796 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19122 members 
Mstep: Class 35 contains 20605 members 
Mstep: Class 36 contains 4415 members 
Mstep: Class 37 contains 21505 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16497 members 
Mstep: Class 40 contains 8658 members 
Mstep: Class 41 contains 16312 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90525 members 
Mstep: Class 44 contains 13624 members 
Mstep: Class 45 contains 1558 members 
Mstep: Class 46 contains 6796 members 
Mstep: Class 47 contains 5114 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34059 members 
Mstep: Class 50 contains 4142 members 
Mstep: Class 51 contains 1882 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4670 members 
Mstep: Class 54 contains 6566 members 
Mstep: Class 55 contains 4403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64765400.000000 Penalty: 182530.078125
Iteration 123Q: 56 clusters Score -6.47654e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 9120 members 
Mstep: Class 3 contains 9390 members 
Mstep: Class 4 contains 27234 members 
Mstep: Class 5 contains 15541 members 
Mstep: Class 6 contains 7143 members 
Mstep: Class 7 contains 14735 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9020 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6250 members 
Mstep: Class 13 contains 17448 members 
Mstep: Class 14 contains 1627 members 
Mstep: Class 15 contains 34105 members 
Mstep: Class 16 contains 4922 members 
Mstep: Class 17 contains 2505 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 33043 members 
Mstep: Class 20 contains 15705 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 29258 members 
Mstep: Class 23 contains 38773 members 
Mstep: Class 24 contains 3621 members 
Mstep: Class 25 contains 4028 members 
Mstep: Class 26 contains 6905 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22563 members 
Mstep: Class 29 contains 3314 members 
Mstep: Class 30 contains 8345 members 
Mstep: Class 31 contains 8383 members 
Mstep: Class 32 contains 7799 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19094 members 
Mstep: Class 35 contains 20609 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 21460 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16497 members 
Mstep: Class 40 contains 8662 members 
Mstep: Class 41 contains 16336 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90517 members 
Mstep: Class 44 contains 13609 members 
Mstep: Class 45 contains 1556 members 
Mstep: Class 46 contains 6787 members 
Mstep: Class 47 contains 5152 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34080 members 
Mstep: Class 50 contains 4137 members 
Mstep: Class 51 contains 1887 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4674 members 
Mstep: Class 54 contains 6725 members 
Mstep: Class 55 contains 4417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64765556.000000 Penalty: 182530.078125
Iteration 124Q: 56 clusters Score -6.476556e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 9116 members 
Mstep: Class 3 contains 9389 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 7141 members 
Mstep: Class 7 contains 14727 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9013 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6248 members 
Mstep: Class 13 contains 17452 members 
Mstep: Class 14 contains 1627 members 
Mstep: Class 15 contains 34107 members 
Mstep: Class 16 contains 4919 members 
Mstep: Class 17 contains 2503 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 32769 members 
Mstep: Class 20 contains 15698 members 
Mstep: Class 21 contains 2224 members 
Mstep: Class 22 contains 29254 members 
Mstep: Class 23 contains 38739 members 
Mstep: Class 24 contains 3621 members 
Mstep: Class 25 contains 4035 members 
Mstep: Class 26 contains 6812 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22560 members 
Mstep: Class 29 contains 3314 members 
Mstep: Class 30 contains 8339 members 
Mstep: Class 31 contains 8372 members 
Mstep: Class 32 contains 7809 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19071 members 
Mstep: Class 35 contains 20615 members 
Mstep: Class 36 contains 4407 members 
Mstep: Class 37 contains 21404 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16496 members 
Mstep: Class 40 contains 8666 members 
Mstep: Class 41 contains 16348 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90503 members 
Mstep: Class 44 contains 13598 members 
Mstep: Class 45 contains 1559 members 
Mstep: Class 46 contains 6776 members 
Mstep: Class 47 contains 5180 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34107 members 
Mstep: Class 50 contains 4134 members 
Mstep: Class 51 contains 1893 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4674 members 
Mstep: Class 54 contains 6886 members 
Mstep: Class 55 contains 4420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64765672.000000 Penalty: 182530.078125
Iteration 125Q: 56 clusters Score -6.476567e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 9115 members 
Mstep: Class 3 contains 9389 members 
Mstep: Class 4 contains 27266 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 7145 members 
Mstep: Class 7 contains 14721 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9003 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6245 members 
Mstep: Class 13 contains 17443 members 
Mstep: Class 14 contains 1627 members 
Mstep: Class 15 contains 34108 members 
Mstep: Class 16 contains 4916 members 
Mstep: Class 17 contains 2500 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 32502 members 
Mstep: Class 20 contains 15690 members 
Mstep: Class 21 contains 2225 members 
Mstep: Class 22 contains 29259 members 
Mstep: Class 23 contains 38707 members 
Mstep: Class 24 contains 3622 members 
Mstep: Class 25 contains 4037 members 
Mstep: Class 26 contains 6721 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22553 members 
Mstep: Class 29 contains 3315 members 
Mstep: Class 30 contains 8336 members 
Mstep: Class 31 contains 8364 members 
Mstep: Class 32 contains 7821 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19049 members 
Mstep: Class 35 contains 20613 members 
Mstep: Class 36 contains 4404 members 
Mstep: Class 37 contains 21365 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16497 members 
Mstep: Class 40 contains 8666 members 
Mstep: Class 41 contains 16357 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90496 members 
Mstep: Class 44 contains 13597 members 
Mstep: Class 45 contains 1562 members 
Mstep: Class 46 contains 6766 members 
Mstep: Class 47 contains 5214 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34129 members 
Mstep: Class 50 contains 4141 members 
Mstep: Class 51 contains 1899 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4672 members 
Mstep: Class 54 contains 7020 members 
Mstep: Class 55 contains 4421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64765548.000000 Penalty: 182530.078125
Iteration 126Q: 56 clusters Score -6.476555e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 9112 members 
Mstep: Class 3 contains 9388 members 
Mstep: Class 4 contains 27269 members 
Mstep: Class 5 contains 15540 members 
Mstep: Class 6 contains 7147 members 
Mstep: Class 7 contains 14720 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9008 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6244 members 
Mstep: Class 13 contains 17437 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34112 members 
Mstep: Class 16 contains 4916 members 
Mstep: Class 17 contains 2499 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 32257 members 
Mstep: Class 20 contains 15683 members 
Mstep: Class 21 contains 2225 members 
Mstep: Class 22 contains 29253 members 
Mstep: Class 23 contains 38691 members 
Mstep: Class 24 contains 3622 members 
Mstep: Class 25 contains 4054 members 
Mstep: Class 26 contains 6621 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22550 members 
Mstep: Class 29 contains 3318 members 
Mstep: Class 30 contains 8334 members 
Mstep: Class 31 contains 8355 members 
Mstep: Class 32 contains 7830 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19034 members 
Mstep: Class 35 contains 20607 members 
Mstep: Class 36 contains 4402 members 
Mstep: Class 37 contains 21324 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16495 members 
Mstep: Class 40 contains 8667 members 
Mstep: Class 41 contains 16356 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90487 members 
Mstep: Class 44 contains 13596 members 
Mstep: Class 45 contains 1564 members 
Mstep: Class 46 contains 6754 members 
Mstep: Class 47 contains 5237 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34139 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1908 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4673 members 
Mstep: Class 54 contains 7158 members 
Mstep: Class 55 contains 4423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64765732.000000 Penalty: 182530.078125
Iteration 127Q: 56 clusters Score -6.476573e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 9111 members 
Mstep: Class 3 contains 9387 members 
Mstep: Class 4 contains 27274 members 
Mstep: Class 5 contains 15542 members 
Mstep: Class 6 contains 7151 members 
Mstep: Class 7 contains 14721 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9012 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6243 members 
Mstep: Class 13 contains 17431 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34116 members 
Mstep: Class 16 contains 4916 members 
Mstep: Class 17 contains 2499 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 31990 members 
Mstep: Class 20 contains 15681 members 
Mstep: Class 21 contains 2225 members 
Mstep: Class 22 contains 29256 members 
Mstep: Class 23 contains 38667 members 
Mstep: Class 24 contains 3624 members 
Mstep: Class 25 contains 4068 members 
Mstep: Class 26 contains 6539 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22544 members 
Mstep: Class 29 contains 3318 members 
Mstep: Class 30 contains 8332 members 
Mstep: Class 31 contains 8347 members 
Mstep: Class 32 contains 7834 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19020 members 
Mstep: Class 35 contains 20604 members 
Mstep: Class 36 contains 4403 members 
Mstep: Class 37 contains 21268 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16496 members 
Mstep: Class 40 contains 8667 members 
Mstep: Class 41 contains 16355 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90479 members 
Mstep: Class 44 contains 13600 members 
Mstep: Class 45 contains 1569 members 
Mstep: Class 46 contains 6746 members 
Mstep: Class 47 contains 5252 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34157 members 
Mstep: Class 50 contains 4147 members 
Mstep: Class 51 contains 1912 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4673 members 
Mstep: Class 54 contains 7298 members 
Mstep: Class 55 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64765892.000000 Penalty: 182530.078125
Iteration 128Q: 56 clusters Score -6.476589e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 9111 members 
Mstep: Class 3 contains 9387 members 
Mstep: Class 4 contains 27277 members 
Mstep: Class 5 contains 15548 members 
Mstep: Class 6 contains 7151 members 
Mstep: Class 7 contains 14720 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9017 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6242 members 
Mstep: Class 13 contains 17429 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34106 members 
Mstep: Class 16 contains 4917 members 
Mstep: Class 17 contains 2498 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 31738 members 
Mstep: Class 20 contains 15679 members 
Mstep: Class 21 contains 2225 members 
Mstep: Class 22 contains 29258 members 
Mstep: Class 23 contains 38654 members 
Mstep: Class 24 contains 3625 members 
Mstep: Class 25 contains 4076 members 
Mstep: Class 26 contains 6465 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22538 members 
Mstep: Class 29 contains 3318 members 
Mstep: Class 30 contains 8333 members 
Mstep: Class 31 contains 8338 members 
Mstep: Class 32 contains 7839 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 19001 members 
Mstep: Class 35 contains 20600 members 
Mstep: Class 36 contains 4402 members 
Mstep: Class 37 contains 21216 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16496 members 
Mstep: Class 40 contains 8671 members 
Mstep: Class 41 contains 16357 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90476 members 
Mstep: Class 44 contains 13600 members 
Mstep: Class 45 contains 1572 members 
Mstep: Class 46 contains 6733 members 
Mstep: Class 47 contains 5265 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34170 members 
Mstep: Class 50 contains 4147 members 
Mstep: Class 51 contains 1916 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4673 members 
Mstep: Class 54 contains 7430 members 
Mstep: Class 55 contains 4433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64766056.000000 Penalty: 182530.078125
Iteration 129Q: 56 clusters Score -6.476606e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 9106 members 
Mstep: Class 3 contains 9387 members 
Mstep: Class 4 contains 27282 members 
Mstep: Class 5 contains 15552 members 
Mstep: Class 6 contains 7154 members 
Mstep: Class 7 contains 14720 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9018 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6239 members 
Mstep: Class 13 contains 17435 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34118 members 
Mstep: Class 16 contains 4916 members 
Mstep: Class 17 contains 2495 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 31518 members 
Mstep: Class 20 contains 15680 members 
Mstep: Class 21 contains 2225 members 
Mstep: Class 22 contains 29257 members 
Mstep: Class 23 contains 38628 members 
Mstep: Class 24 contains 3626 members 
Mstep: Class 25 contains 4086 members 
Mstep: Class 26 contains 6379 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22529 members 
Mstep: Class 29 contains 3318 members 
Mstep: Class 30 contains 8327 members 
Mstep: Class 31 contains 8328 members 
Mstep: Class 32 contains 7846 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18983 members 
Mstep: Class 35 contains 20600 members 
Mstep: Class 36 contains 4403 members 
Mstep: Class 37 contains 21167 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16495 members 
Mstep: Class 40 contains 8673 members 
Mstep: Class 41 contains 16356 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90472 members 
Mstep: Class 44 contains 13601 members 
Mstep: Class 45 contains 1576 members 
Mstep: Class 46 contains 6724 members 
Mstep: Class 47 contains 5272 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34180 members 
Mstep: Class 50 contains 4150 members 
Mstep: Class 51 contains 1922 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4673 members 
Mstep: Class 54 contains 7577 members 
Mstep: Class 55 contains 4435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64766220.000000 Penalty: 182530.078125
Iteration 130Q: 56 clusters Score -6.476622e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 9097 members 
Mstep: Class 3 contains 9387 members 
Mstep: Class 4 contains 27286 members 
Mstep: Class 5 contains 15551 members 
Mstep: Class 6 contains 7156 members 
Mstep: Class 7 contains 14718 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9016 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6240 members 
Mstep: Class 13 contains 17445 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34132 members 
Mstep: Class 16 contains 4916 members 
Mstep: Class 17 contains 2499 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 31301 members 
Mstep: Class 20 contains 15680 members 
Mstep: Class 21 contains 2225 members 
Mstep: Class 22 contains 29259 members 
Mstep: Class 23 contains 38602 members 
Mstep: Class 24 contains 3627 members 
Mstep: Class 25 contains 4096 members 
Mstep: Class 26 contains 6312 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22514 members 
Mstep: Class 29 contains 3318 members 
Mstep: Class 30 contains 8325 members 
Mstep: Class 31 contains 8324 members 
Mstep: Class 32 contains 7849 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18963 members 
Mstep: Class 35 contains 20599 members 
Mstep: Class 36 contains 4404 members 
Mstep: Class 37 contains 21114 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16495 members 
Mstep: Class 40 contains 8674 members 
Mstep: Class 41 contains 16354 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90468 members 
Mstep: Class 44 contains 13603 members 
Mstep: Class 45 contains 1580 members 
Mstep: Class 46 contains 6714 members 
Mstep: Class 47 contains 5280 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34188 members 
Mstep: Class 50 contains 4154 members 
Mstep: Class 51 contains 1926 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4673 members 
Mstep: Class 54 contains 7715 members 
Mstep: Class 55 contains 4438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64766360.000000 Penalty: 182530.078125
Iteration 131Q: 56 clusters Score -6.476636e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 9097 members 
Mstep: Class 3 contains 9387 members 
Mstep: Class 4 contains 27290 members 
Mstep: Class 5 contains 15555 members 
Mstep: Class 6 contains 7153 members 
Mstep: Class 7 contains 14712 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6243 members 
Mstep: Class 13 contains 17439 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34146 members 
Mstep: Class 16 contains 4916 members 
Mstep: Class 17 contains 2504 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 31121 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2225 members 
Mstep: Class 22 contains 29255 members 
Mstep: Class 23 contains 38571 members 
Mstep: Class 24 contains 3629 members 
Mstep: Class 25 contains 4104 members 
Mstep: Class 26 contains 6271 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22514 members 
Mstep: Class 29 contains 3317 members 
Mstep: Class 30 contains 8323 members 
Mstep: Class 31 contains 8320 members 
Mstep: Class 32 contains 7851 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18950 members 
Mstep: Class 35 contains 20595 members 
Mstep: Class 36 contains 4405 members 
Mstep: Class 37 contains 21045 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16493 members 
Mstep: Class 40 contains 8675 members 
Mstep: Class 41 contains 16356 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90459 members 
Mstep: Class 44 contains 13601 members 
Mstep: Class 45 contains 1578 members 
Mstep: Class 46 contains 6705 members 
Mstep: Class 47 contains 5284 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34198 members 
Mstep: Class 50 contains 4154 members 
Mstep: Class 51 contains 1926 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4673 members 
Mstep: Class 54 contains 7866 members 
Mstep: Class 55 contains 4442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64766512.000000 Penalty: 182530.078125
Iteration 132Q: 56 clusters Score -6.476651e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 9095 members 
Mstep: Class 3 contains 9386 members 
Mstep: Class 4 contains 27299 members 
Mstep: Class 5 contains 15553 members 
Mstep: Class 6 contains 7151 members 
Mstep: Class 7 contains 14708 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8999 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6245 members 
Mstep: Class 13 contains 17436 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34140 members 
Mstep: Class 16 contains 4916 members 
Mstep: Class 17 contains 2504 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 30968 members 
Mstep: Class 20 contains 15678 members 
Mstep: Class 21 contains 2225 members 
Mstep: Class 22 contains 29255 members 
Mstep: Class 23 contains 38547 members 
Mstep: Class 24 contains 3630 members 
Mstep: Class 25 contains 4111 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22509 members 
Mstep: Class 29 contains 3317 members 
Mstep: Class 30 contains 8322 members 
Mstep: Class 31 contains 8316 members 
Mstep: Class 32 contains 7857 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18929 members 
Mstep: Class 35 contains 20590 members 
Mstep: Class 36 contains 4410 members 
Mstep: Class 37 contains 20992 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16490 members 
Mstep: Class 40 contains 8677 members 
Mstep: Class 41 contains 16354 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90447 members 
Mstep: Class 44 contains 13598 members 
Mstep: Class 45 contains 1580 members 
Mstep: Class 46 contains 6692 members 
Mstep: Class 47 contains 5284 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34211 members 
Mstep: Class 50 contains 4153 members 
Mstep: Class 51 contains 1927 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4674 members 
Mstep: Class 54 contains 8016 members 
Mstep: Class 55 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64766580.000000 Penalty: 182530.078125
Iteration 133Q: 56 clusters Score -6.476658e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 9094 members 
Mstep: Class 3 contains 9386 members 
Mstep: Class 4 contains 27304 members 
Mstep: Class 5 contains 15552 members 
Mstep: Class 6 contains 7143 members 
Mstep: Class 7 contains 14706 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8991 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6248 members 
Mstep: Class 13 contains 17429 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34136 members 
Mstep: Class 16 contains 4915 members 
Mstep: Class 17 contains 2503 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 30851 members 
Mstep: Class 20 contains 15683 members 
Mstep: Class 21 contains 2225 members 
Mstep: Class 22 contains 29242 members 
Mstep: Class 23 contains 38531 members 
Mstep: Class 24 contains 3631 members 
Mstep: Class 25 contains 4125 members 
Mstep: Class 26 contains 6179 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22501 members 
Mstep: Class 29 contains 3317 members 
Mstep: Class 30 contains 8319 members 
Mstep: Class 31 contains 8314 members 
Mstep: Class 32 contains 7862 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18912 members 
Mstep: Class 35 contains 20584 members 
Mstep: Class 36 contains 4417 members 
Mstep: Class 37 contains 20920 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16489 members 
Mstep: Class 40 contains 8677 members 
Mstep: Class 41 contains 16352 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90441 members 
Mstep: Class 44 contains 13598 members 
Mstep: Class 45 contains 1580 members 
Mstep: Class 46 contains 6678 members 
Mstep: Class 47 contains 5286 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34236 members 
Mstep: Class 50 contains 4151 members 
Mstep: Class 51 contains 1928 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4675 members 
Mstep: Class 54 contains 8154 members 
Mstep: Class 55 contains 4446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64766708.000000 Penalty: 182530.078125
Iteration 134Q: 56 clusters Score -6.476671e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 9090 members 
Mstep: Class 3 contains 9386 members 
Mstep: Class 4 contains 27313 members 
Mstep: Class 5 contains 15552 members 
Mstep: Class 6 contains 7142 members 
Mstep: Class 7 contains 14703 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8977 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6248 members 
Mstep: Class 13 contains 17422 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34133 members 
Mstep: Class 16 contains 4913 members 
Mstep: Class 17 contains 2500 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 30749 members 
Mstep: Class 20 contains 15691 members 
Mstep: Class 21 contains 2226 members 
Mstep: Class 22 contains 29234 members 
Mstep: Class 23 contains 38521 members 
Mstep: Class 24 contains 3633 members 
Mstep: Class 25 contains 4142 members 
Mstep: Class 26 contains 6136 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22488 members 
Mstep: Class 29 contains 3317 members 
Mstep: Class 30 contains 8317 members 
Mstep: Class 31 contains 8312 members 
Mstep: Class 32 contains 7867 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18888 members 
Mstep: Class 35 contains 20579 members 
Mstep: Class 36 contains 4423 members 
Mstep: Class 37 contains 20857 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16487 members 
Mstep: Class 40 contains 8679 members 
Mstep: Class 41 contains 16351 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90436 members 
Mstep: Class 44 contains 13601 members 
Mstep: Class 45 contains 1583 members 
Mstep: Class 46 contains 6671 members 
Mstep: Class 47 contains 5289 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34240 members 
Mstep: Class 50 contains 4150 members 
Mstep: Class 51 contains 1931 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4676 members 
Mstep: Class 54 contains 8304 members 
Mstep: Class 55 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64766900.000000 Penalty: 182530.078125
Iteration 135Q: 56 clusters Score -6.47669e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 9087 members 
Mstep: Class 3 contains 9386 members 
Mstep: Class 4 contains 27319 members 
Mstep: Class 5 contains 15551 members 
Mstep: Class 6 contains 7140 members 
Mstep: Class 7 contains 14705 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8969 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6247 members 
Mstep: Class 13 contains 17415 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34133 members 
Mstep: Class 16 contains 4912 members 
Mstep: Class 17 contains 2499 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 30651 members 
Mstep: Class 20 contains 15692 members 
Mstep: Class 21 contains 2227 members 
Mstep: Class 22 contains 29234 members 
Mstep: Class 23 contains 38511 members 
Mstep: Class 24 contains 3635 members 
Mstep: Class 25 contains 4153 members 
Mstep: Class 26 contains 6090 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22484 members 
Mstep: Class 29 contains 3317 members 
Mstep: Class 30 contains 8317 members 
Mstep: Class 31 contains 8313 members 
Mstep: Class 32 contains 7871 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18864 members 
Mstep: Class 35 contains 20581 members 
Mstep: Class 36 contains 4427 members 
Mstep: Class 37 contains 20787 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16481 members 
Mstep: Class 40 contains 8681 members 
Mstep: Class 41 contains 16352 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90424 members 
Mstep: Class 44 contains 13603 members 
Mstep: Class 45 contains 1584 members 
Mstep: Class 46 contains 6660 members 
Mstep: Class 47 contains 5290 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34249 members 
Mstep: Class 50 contains 4149 members 
Mstep: Class 51 contains 1933 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4677 members 
Mstep: Class 54 contains 8457 members 
Mstep: Class 55 contains 4446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64766896.000000 Penalty: 182530.078125
Iteration 136Q: 56 clusters Score -6.47669e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 9082 members 
Mstep: Class 3 contains 9386 members 
Mstep: Class 4 contains 27332 members 
Mstep: Class 5 contains 15551 members 
Mstep: Class 6 contains 7139 members 
Mstep: Class 7 contains 14705 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8964 members 
Mstep: Class 10 contains 991 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6247 members 
Mstep: Class 13 contains 17417 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34129 members 
Mstep: Class 16 contains 4910 members 
Mstep: Class 17 contains 2502 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 30561 members 
Mstep: Class 20 contains 15689 members 
Mstep: Class 21 contains 2227 members 
Mstep: Class 22 contains 29228 members 
Mstep: Class 23 contains 38497 members 
Mstep: Class 24 contains 3638 members 
Mstep: Class 25 contains 4160 members 
Mstep: Class 26 contains 6045 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22470 members 
Mstep: Class 29 contains 3317 members 
Mstep: Class 30 contains 8315 members 
Mstep: Class 31 contains 8313 members 
Mstep: Class 32 contains 7878 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18848 members 
Mstep: Class 35 contains 20579 members 
Mstep: Class 36 contains 4431 members 
Mstep: Class 37 contains 20704 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16476 members 
Mstep: Class 40 contains 8682 members 
Mstep: Class 41 contains 16355 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90420 members 
Mstep: Class 44 contains 13605 members 
Mstep: Class 45 contains 1586 members 
Mstep: Class 46 contains 6655 members 
Mstep: Class 47 contains 5293 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34248 members 
Mstep: Class 50 contains 4149 members 
Mstep: Class 51 contains 1933 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4678 members 
Mstep: Class 54 contains 8617 members 
Mstep: Class 55 contains 4447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767016.000000 Penalty: 182530.078125
Iteration 137Q: 56 clusters Score -6.476702e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 9079 members 
Mstep: Class 3 contains 9387 members 
Mstep: Class 4 contains 27339 members 
Mstep: Class 5 contains 15552 members 
Mstep: Class 6 contains 7140 members 
Mstep: Class 7 contains 14703 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8960 members 
Mstep: Class 10 contains 991 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6248 members 
Mstep: Class 13 contains 17417 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34132 members 
Mstep: Class 16 contains 4910 members 
Mstep: Class 17 contains 2502 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 30466 members 
Mstep: Class 20 contains 15684 members 
Mstep: Class 21 contains 2226 members 
Mstep: Class 22 contains 29221 members 
Mstep: Class 23 contains 38491 members 
Mstep: Class 24 contains 3640 members 
Mstep: Class 25 contains 4162 members 
Mstep: Class 26 contains 6001 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22463 members 
Mstep: Class 29 contains 3317 members 
Mstep: Class 30 contains 8315 members 
Mstep: Class 31 contains 8309 members 
Mstep: Class 32 contains 7884 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18834 members 
Mstep: Class 35 contains 20583 members 
Mstep: Class 36 contains 4435 members 
Mstep: Class 37 contains 20609 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16476 members 
Mstep: Class 40 contains 8682 members 
Mstep: Class 41 contains 16357 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90411 members 
Mstep: Class 44 contains 13609 members 
Mstep: Class 45 contains 1588 members 
Mstep: Class 46 contains 6651 members 
Mstep: Class 47 contains 5291 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34258 members 
Mstep: Class 50 contains 4149 members 
Mstep: Class 51 contains 1934 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4678 members 
Mstep: Class 54 contains 8774 members 
Mstep: Class 55 contains 4447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767096.000000 Penalty: 182530.078125
Iteration 138Q: 56 clusters Score -6.47671e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 9079 members 
Mstep: Class 3 contains 9386 members 
Mstep: Class 4 contains 27343 members 
Mstep: Class 5 contains 15553 members 
Mstep: Class 6 contains 7141 members 
Mstep: Class 7 contains 14701 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8960 members 
Mstep: Class 10 contains 991 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6249 members 
Mstep: Class 13 contains 17417 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34132 members 
Mstep: Class 16 contains 4910 members 
Mstep: Class 17 contains 2502 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 30383 members 
Mstep: Class 20 contains 15681 members 
Mstep: Class 21 contains 2226 members 
Mstep: Class 22 contains 29217 members 
Mstep: Class 23 contains 38474 members 
Mstep: Class 24 contains 3640 members 
Mstep: Class 25 contains 4165 members 
Mstep: Class 26 contains 5956 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22462 members 
Mstep: Class 29 contains 3318 members 
Mstep: Class 30 contains 8315 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 7888 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18812 members 
Mstep: Class 35 contains 20584 members 
Mstep: Class 36 contains 4439 members 
Mstep: Class 37 contains 20519 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16474 members 
Mstep: Class 40 contains 8682 members 
Mstep: Class 41 contains 16356 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90407 members 
Mstep: Class 44 contains 13611 members 
Mstep: Class 45 contains 1589 members 
Mstep: Class 46 contains 6650 members 
Mstep: Class 47 contains 5289 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34267 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1934 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4678 members 
Mstep: Class 54 contains 8935 members 
Mstep: Class 55 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767124.000000 Penalty: 182530.078125
Iteration 139Q: 56 clusters Score -6.476712e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 9077 members 
Mstep: Class 3 contains 9385 members 
Mstep: Class 4 contains 27342 members 
Mstep: Class 5 contains 15555 members 
Mstep: Class 6 contains 7143 members 
Mstep: Class 7 contains 14698 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8957 members 
Mstep: Class 10 contains 991 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6250 members 
Mstep: Class 13 contains 17413 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34129 members 
Mstep: Class 16 contains 4910 members 
Mstep: Class 17 contains 2503 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 30317 members 
Mstep: Class 20 contains 15679 members 
Mstep: Class 21 contains 2226 members 
Mstep: Class 22 contains 29210 members 
Mstep: Class 23 contains 38459 members 
Mstep: Class 24 contains 3640 members 
Mstep: Class 25 contains 4168 members 
Mstep: Class 26 contains 5913 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22460 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8315 members 
Mstep: Class 31 contains 8304 members 
Mstep: Class 32 contains 7892 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18797 members 
Mstep: Class 35 contains 20582 members 
Mstep: Class 36 contains 4443 members 
Mstep: Class 37 contains 20423 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16474 members 
Mstep: Class 40 contains 8682 members 
Mstep: Class 41 contains 16356 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90403 members 
Mstep: Class 44 contains 13613 members 
Mstep: Class 45 contains 1591 members 
Mstep: Class 46 contains 6647 members 
Mstep: Class 47 contains 5289 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34278 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1934 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4678 members 
Mstep: Class 54 contains 9102 members 
Mstep: Class 55 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767164.000000 Penalty: 182530.078125
Iteration 140F: 56 clusters Score -6.476716e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 9076 members 
Mstep: Class 3 contains 9387 members 
Mstep: Class 4 contains 27352 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7146 members 
Mstep: Class 7 contains 14698 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8947 members 
Mstep: Class 10 contains 991 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6250 members 
Mstep: Class 13 contains 17418 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34131 members 
Mstep: Class 16 contains 4910 members 
Mstep: Class 17 contains 2504 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 30257 members 
Mstep: Class 20 contains 15678 members 
Mstep: Class 21 contains 2226 members 
Mstep: Class 22 contains 29201 members 
Mstep: Class 23 contains 38445 members 
Mstep: Class 24 contains 3639 members 
Mstep: Class 25 contains 4168 members 
Mstep: Class 26 contains 5870 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22451 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8315 members 
Mstep: Class 31 contains 8303 members 
Mstep: Class 32 contains 7895 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18785 members 
Mstep: Class 35 contains 20581 members 
Mstep: Class 36 contains 4446 members 
Mstep: Class 37 contains 20324 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16473 members 
Mstep: Class 40 contains 8684 members 
Mstep: Class 41 contains 16355 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90398 members 
Mstep: Class 44 contains 13618 members 
Mstep: Class 45 contains 1592 members 
Mstep: Class 46 contains 6646 members 
Mstep: Class 47 contains 5292 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34277 members 
Mstep: Class 50 contains 4147 members 
Mstep: Class 51 contains 1934 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4678 members 
Mstep: Class 54 contains 9263 members 
Mstep: Class 55 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767112.000000 Penalty: 182530.078125
Iteration 141Q: 56 clusters Score -6.476711e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 9074 members 
Mstep: Class 3 contains 9386 members 
Mstep: Class 4 contains 27361 members 
Mstep: Class 5 contains 15558 members 
Mstep: Class 6 contains 7151 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8939 members 
Mstep: Class 10 contains 991 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6250 members 
Mstep: Class 13 contains 17428 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34143 members 
Mstep: Class 16 contains 4910 members 
Mstep: Class 17 contains 2505 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 30200 members 
Mstep: Class 20 contains 15678 members 
Mstep: Class 21 contains 2226 members 
Mstep: Class 22 contains 29196 members 
Mstep: Class 23 contains 38424 members 
Mstep: Class 24 contains 3638 members 
Mstep: Class 25 contains 4167 members 
Mstep: Class 26 contains 5831 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22445 members 
Mstep: Class 29 contains 3318 members 
Mstep: Class 30 contains 8314 members 
Mstep: Class 31 contains 8302 members 
Mstep: Class 32 contains 7895 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18774 members 
Mstep: Class 35 contains 20581 members 
Mstep: Class 36 contains 4448 members 
Mstep: Class 37 contains 20219 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16472 members 
Mstep: Class 40 contains 8687 members 
Mstep: Class 41 contains 16355 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90397 members 
Mstep: Class 44 contains 13620 members 
Mstep: Class 45 contains 1593 members 
Mstep: Class 46 contains 6648 members 
Mstep: Class 47 contains 5296 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34283 members 
Mstep: Class 50 contains 4147 members 
Mstep: Class 51 contains 1935 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4678 members 
Mstep: Class 54 contains 9410 members 
Mstep: Class 55 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767124.000000 Penalty: 182530.078125
Iteration 142Q: 56 clusters Score -6.476712e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 9073 members 
Mstep: Class 3 contains 9386 members 
Mstep: Class 4 contains 27370 members 
Mstep: Class 5 contains 15555 members 
Mstep: Class 6 contains 7152 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8930 members 
Mstep: Class 10 contains 991 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6248 members 
Mstep: Class 13 contains 17431 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34151 members 
Mstep: Class 16 contains 4910 members 
Mstep: Class 17 contains 2505 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 30166 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2226 members 
Mstep: Class 22 contains 29188 members 
Mstep: Class 23 contains 38410 members 
Mstep: Class 24 contains 3638 members 
Mstep: Class 25 contains 4167 members 
Mstep: Class 26 contains 5803 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22445 members 
Mstep: Class 29 contains 3318 members 
Mstep: Class 30 contains 8315 members 
Mstep: Class 31 contains 8303 members 
Mstep: Class 32 contains 7899 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18763 members 
Mstep: Class 35 contains 20579 members 
Mstep: Class 36 contains 4448 members 
Mstep: Class 37 contains 20118 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16471 members 
Mstep: Class 40 contains 8689 members 
Mstep: Class 41 contains 16354 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90389 members 
Mstep: Class 44 contains 13622 members 
Mstep: Class 45 contains 1593 members 
Mstep: Class 46 contains 6645 members 
Mstep: Class 47 contains 5299 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34279 members 
Mstep: Class 50 contains 4147 members 
Mstep: Class 51 contains 1935 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4678 members 
Mstep: Class 54 contains 9565 members 
Mstep: Class 55 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767064.000000 Penalty: 182530.078125
Iteration 143Q: 56 clusters Score -6.476706e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 9075 members 
Mstep: Class 3 contains 9385 members 
Mstep: Class 4 contains 27380 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7152 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8916 members 
Mstep: Class 10 contains 991 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6247 members 
Mstep: Class 13 contains 17436 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34155 members 
Mstep: Class 16 contains 4910 members 
Mstep: Class 17 contains 2506 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 30141 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2227 members 
Mstep: Class 22 contains 29183 members 
Mstep: Class 23 contains 38390 members 
Mstep: Class 24 contains 3638 members 
Mstep: Class 25 contains 4168 members 
Mstep: Class 26 contains 5780 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22442 members 
Mstep: Class 29 contains 3318 members 
Mstep: Class 30 contains 8313 members 
Mstep: Class 31 contains 8301 members 
Mstep: Class 32 contains 7901 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18747 members 
Mstep: Class 35 contains 20571 members 
Mstep: Class 36 contains 4452 members 
Mstep: Class 37 contains 20012 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16469 members 
Mstep: Class 40 contains 8691 members 
Mstep: Class 41 contains 16354 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90387 members 
Mstep: Class 44 contains 13625 members 
Mstep: Class 45 contains 1593 members 
Mstep: Class 46 contains 6644 members 
Mstep: Class 47 contains 5301 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34275 members 
Mstep: Class 50 contains 4147 members 
Mstep: Class 51 contains 1935 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4678 members 
Mstep: Class 54 contains 9726 members 
Mstep: Class 55 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767080.000000 Penalty: 182530.078125
Iteration 144Q: 56 clusters Score -6.476708e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 9074 members 
Mstep: Class 3 contains 9384 members 
Mstep: Class 4 contains 27389 members 
Mstep: Class 5 contains 15556 members 
Mstep: Class 6 contains 7154 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8909 members 
Mstep: Class 10 contains 991 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6247 members 
Mstep: Class 13 contains 17446 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34156 members 
Mstep: Class 16 contains 4910 members 
Mstep: Class 17 contains 2506 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 30102 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2227 members 
Mstep: Class 22 contains 29179 members 
Mstep: Class 23 contains 38363 members 
Mstep: Class 24 contains 3638 members 
Mstep: Class 25 contains 4169 members 
Mstep: Class 26 contains 5753 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22441 members 
Mstep: Class 29 contains 3318 members 
Mstep: Class 30 contains 8313 members 
Mstep: Class 31 contains 8301 members 
Mstep: Class 32 contains 7905 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18727 members 
Mstep: Class 35 contains 20566 members 
Mstep: Class 36 contains 4455 members 
Mstep: Class 37 contains 19914 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16470 members 
Mstep: Class 40 contains 8693 members 
Mstep: Class 41 contains 16356 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90377 members 
Mstep: Class 44 contains 13626 members 
Mstep: Class 45 contains 1593 members 
Mstep: Class 46 contains 6643 members 
Mstep: Class 47 contains 5303 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34280 members 
Mstep: Class 50 contains 4147 members 
Mstep: Class 51 contains 1935 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4678 members 
Mstep: Class 54 contains 9886 members 
Mstep: Class 55 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767168.000000 Penalty: 182530.078125
Iteration 145Q: 56 clusters Score -6.476717e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 9074 members 
Mstep: Class 3 contains 9384 members 
Mstep: Class 4 contains 27399 members 
Mstep: Class 5 contains 15556 members 
Mstep: Class 6 contains 7155 members 
Mstep: Class 7 contains 14697 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8905 members 
Mstep: Class 10 contains 991 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6246 members 
Mstep: Class 13 contains 17448 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34161 members 
Mstep: Class 16 contains 4910 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 30058 members 
Mstep: Class 20 contains 15672 members 
Mstep: Class 21 contains 2227 members 
Mstep: Class 22 contains 29178 members 
Mstep: Class 23 contains 38339 members 
Mstep: Class 24 contains 3639 members 
Mstep: Class 25 contains 4172 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22441 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8312 members 
Mstep: Class 31 contains 8301 members 
Mstep: Class 32 contains 7908 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18711 members 
Mstep: Class 35 contains 20565 members 
Mstep: Class 36 contains 4454 members 
Mstep: Class 37 contains 19800 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16470 members 
Mstep: Class 40 contains 8691 members 
Mstep: Class 41 contains 16356 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90371 members 
Mstep: Class 44 contains 13626 members 
Mstep: Class 45 contains 1593 members 
Mstep: Class 46 contains 6639 members 
Mstep: Class 47 contains 5305 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34282 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1935 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4678 members 
Mstep: Class 54 contains 10055 members 
Mstep: Class 55 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767276.000000 Penalty: 182530.078125
Iteration 146Q: 56 clusters Score -6.476728e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 9076 members 
Mstep: Class 3 contains 9384 members 
Mstep: Class 4 contains 27406 members 
Mstep: Class 5 contains 15556 members 
Mstep: Class 6 contains 7160 members 
Mstep: Class 7 contains 14698 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8898 members 
Mstep: Class 10 contains 991 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6247 members 
Mstep: Class 13 contains 17443 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34165 members 
Mstep: Class 16 contains 4910 members 
Mstep: Class 17 contains 2511 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 30020 members 
Mstep: Class 20 contains 15667 members 
Mstep: Class 21 contains 2227 members 
Mstep: Class 22 contains 29178 members 
Mstep: Class 23 contains 38326 members 
Mstep: Class 24 contains 3639 members 
Mstep: Class 25 contains 4173 members 
Mstep: Class 26 contains 5723 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22444 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8307 members 
Mstep: Class 31 contains 8300 members 
Mstep: Class 32 contains 7911 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18688 members 
Mstep: Class 35 contains 20564 members 
Mstep: Class 36 contains 4454 members 
Mstep: Class 37 contains 19689 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16467 members 
Mstep: Class 40 contains 8690 members 
Mstep: Class 41 contains 16355 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90365 members 
Mstep: Class 44 contains 13625 members 
Mstep: Class 45 contains 1593 members 
Mstep: Class 46 contains 6638 members 
Mstep: Class 47 contains 5308 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34279 members 
Mstep: Class 50 contains 4150 members 
Mstep: Class 51 contains 1935 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4678 members 
Mstep: Class 54 contains 10237 members 
Mstep: Class 55 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767328.000000 Penalty: 182530.078125
Iteration 147Q: 56 clusters Score -6.476733e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 9078 members 
Mstep: Class 3 contains 9384 members 
Mstep: Class 4 contains 27407 members 
Mstep: Class 5 contains 15556 members 
Mstep: Class 6 contains 7161 members 
Mstep: Class 7 contains 14698 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8891 members 
Mstep: Class 10 contains 991 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6247 members 
Mstep: Class 13 contains 17438 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34171 members 
Mstep: Class 16 contains 4910 members 
Mstep: Class 17 contains 2511 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29979 members 
Mstep: Class 20 contains 15668 members 
Mstep: Class 21 contains 2227 members 
Mstep: Class 22 contains 29178 members 
Mstep: Class 23 contains 38313 members 
Mstep: Class 24 contains 3639 members 
Mstep: Class 25 contains 4175 members 
Mstep: Class 26 contains 5711 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22448 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8302 members 
Mstep: Class 31 contains 8299 members 
Mstep: Class 32 contains 7911 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18670 members 
Mstep: Class 35 contains 20563 members 
Mstep: Class 36 contains 4454 members 
Mstep: Class 37 contains 19571 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8691 members 
Mstep: Class 41 contains 16355 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90364 members 
Mstep: Class 44 contains 13628 members 
Mstep: Class 45 contains 1593 members 
Mstep: Class 46 contains 6636 members 
Mstep: Class 47 contains 5309 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34278 members 
Mstep: Class 50 contains 4150 members 
Mstep: Class 51 contains 1935 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4678 members 
Mstep: Class 54 contains 10425 members 
Mstep: Class 55 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767288.000000 Penalty: 182530.078125
Iteration 148Q: 56 clusters Score -6.476729e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 9079 members 
Mstep: Class 3 contains 9384 members 
Mstep: Class 4 contains 27412 members 
Mstep: Class 5 contains 15556 members 
Mstep: Class 6 contains 7165 members 
Mstep: Class 7 contains 14698 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8885 members 
Mstep: Class 10 contains 991 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6247 members 
Mstep: Class 13 contains 17443 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34165 members 
Mstep: Class 16 contains 4910 members 
Mstep: Class 17 contains 2511 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29953 members 
Mstep: Class 20 contains 15668 members 
Mstep: Class 21 contains 2227 members 
Mstep: Class 22 contains 29174 members 
Mstep: Class 23 contains 38305 members 
Mstep: Class 24 contains 3639 members 
Mstep: Class 25 contains 4180 members 
Mstep: Class 26 contains 5697 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22448 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8300 members 
Mstep: Class 31 contains 8299 members 
Mstep: Class 32 contains 7912 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18652 members 
Mstep: Class 35 contains 20558 members 
Mstep: Class 36 contains 4454 members 
Mstep: Class 37 contains 19441 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8691 members 
Mstep: Class 41 contains 16355 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90361 members 
Mstep: Class 44 contains 13627 members 
Mstep: Class 45 contains 1593 members 
Mstep: Class 46 contains 6635 members 
Mstep: Class 47 contains 5311 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34271 members 
Mstep: Class 50 contains 4150 members 
Mstep: Class 51 contains 1935 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4678 members 
Mstep: Class 54 contains 10625 members 
Mstep: Class 55 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767276.000000 Penalty: 182530.078125
Iteration 149Q: 56 clusters Score -6.476728e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 9076 members 
Mstep: Class 3 contains 9384 members 
Mstep: Class 4 contains 27416 members 
Mstep: Class 5 contains 15556 members 
Mstep: Class 6 contains 7170 members 
Mstep: Class 7 contains 14699 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8882 members 
Mstep: Class 10 contains 991 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6247 members 
Mstep: Class 13 contains 17454 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34164 members 
Mstep: Class 16 contains 4910 members 
Mstep: Class 17 contains 2511 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29921 members 
Mstep: Class 20 contains 15668 members 
Mstep: Class 21 contains 2227 members 
Mstep: Class 22 contains 29171 members 
Mstep: Class 23 contains 38299 members 
Mstep: Class 24 contains 3639 members 
Mstep: Class 25 contains 4182 members 
Mstep: Class 26 contains 5690 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22453 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8298 members 
Mstep: Class 31 contains 8301 members 
Mstep: Class 32 contains 7918 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18637 members 
Mstep: Class 35 contains 20556 members 
Mstep: Class 36 contains 4454 members 
Mstep: Class 37 contains 19321 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8691 members 
Mstep: Class 41 contains 16354 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90359 members 
Mstep: Class 44 contains 13628 members 
Mstep: Class 45 contains 1593 members 
Mstep: Class 46 contains 6634 members 
Mstep: Class 47 contains 5320 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34259 members 
Mstep: Class 50 contains 4150 members 
Mstep: Class 51 contains 1935 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4678 members 
Mstep: Class 54 contains 10778 members 
Mstep: Class 55 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767432.000000 Penalty: 182530.078125
Iteration 150Q: 56 clusters Score -6.476743e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 9073 members 
Mstep: Class 3 contains 9384 members 
Mstep: Class 4 contains 27417 members 
Mstep: Class 5 contains 15554 members 
Mstep: Class 6 contains 7170 members 
Mstep: Class 7 contains 14698 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8877 members 
Mstep: Class 10 contains 991 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6247 members 
Mstep: Class 13 contains 17468 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34157 members 
Mstep: Class 16 contains 4910 members 
Mstep: Class 17 contains 2511 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29873 members 
Mstep: Class 20 contains 15668 members 
Mstep: Class 21 contains 2227 members 
Mstep: Class 22 contains 29174 members 
Mstep: Class 23 contains 38299 members 
Mstep: Class 24 contains 3639 members 
Mstep: Class 25 contains 4179 members 
Mstep: Class 26 contains 5682 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22453 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8298 members 
Mstep: Class 31 contains 8301 members 
Mstep: Class 32 contains 7922 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18627 members 
Mstep: Class 35 contains 20555 members 
Mstep: Class 36 contains 4454 members 
Mstep: Class 37 contains 19216 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16464 members 
Mstep: Class 40 contains 8691 members 
Mstep: Class 41 contains 16354 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90357 members 
Mstep: Class 44 contains 13629 members 
Mstep: Class 45 contains 1593 members 
Mstep: Class 46 contains 6634 members 
Mstep: Class 47 contains 5330 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34258 members 
Mstep: Class 50 contains 4150 members 
Mstep: Class 51 contains 1935 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4678 members 
Mstep: Class 54 contains 10924 members 
Mstep: Class 55 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767580.000000 Penalty: 182530.078125
Iteration 151Q: 56 clusters Score -6.476758e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 9073 members 
Mstep: Class 3 contains 9384 members 
Mstep: Class 4 contains 27414 members 
Mstep: Class 5 contains 15553 members 
Mstep: Class 6 contains 7172 members 
Mstep: Class 7 contains 14697 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8869 members 
Mstep: Class 10 contains 991 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6247 members 
Mstep: Class 13 contains 17486 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34162 members 
Mstep: Class 16 contains 4910 members 
Mstep: Class 17 contains 2512 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29833 members 
Mstep: Class 20 contains 15668 members 
Mstep: Class 21 contains 2227 members 
Mstep: Class 22 contains 29173 members 
Mstep: Class 23 contains 38294 members 
Mstep: Class 24 contains 3639 members 
Mstep: Class 25 contains 4184 members 
Mstep: Class 26 contains 5667 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22451 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8298 members 
Mstep: Class 31 contains 8302 members 
Mstep: Class 32 contains 7924 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18615 members 
Mstep: Class 35 contains 20554 members 
Mstep: Class 36 contains 4454 members 
Mstep: Class 37 contains 19109 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16464 members 
Mstep: Class 40 contains 8691 members 
Mstep: Class 41 contains 16355 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90356 members 
Mstep: Class 44 contains 13630 members 
Mstep: Class 45 contains 1593 members 
Mstep: Class 46 contains 6632 members 
Mstep: Class 47 contains 5332 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34254 members 
Mstep: Class 50 contains 4150 members 
Mstep: Class 51 contains 1936 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4678 members 
Mstep: Class 54 contains 11076 members 
Mstep: Class 55 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767624.000000 Penalty: 182530.078125
Iteration 152Q: 56 clusters Score -6.476762e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 9074 members 
Mstep: Class 3 contains 9384 members 
Mstep: Class 4 contains 27412 members 
Mstep: Class 5 contains 15552 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14695 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8873 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6247 members 
Mstep: Class 13 contains 17488 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34153 members 
Mstep: Class 16 contains 4910 members 
Mstep: Class 17 contains 2512 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29790 members 
Mstep: Class 20 contains 15669 members 
Mstep: Class 21 contains 2227 members 
Mstep: Class 22 contains 29175 members 
Mstep: Class 23 contains 38289 members 
Mstep: Class 24 contains 3639 members 
Mstep: Class 25 contains 4185 members 
Mstep: Class 26 contains 5645 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22452 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8299 members 
Mstep: Class 31 contains 8303 members 
Mstep: Class 32 contains 7926 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18602 members 
Mstep: Class 35 contains 20552 members 
Mstep: Class 36 contains 4454 members 
Mstep: Class 37 contains 19004 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16464 members 
Mstep: Class 40 contains 8692 members 
Mstep: Class 41 contains 16355 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90359 members 
Mstep: Class 44 contains 13633 members 
Mstep: Class 45 contains 1593 members 
Mstep: Class 46 contains 6628 members 
Mstep: Class 47 contains 5329 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34249 members 
Mstep: Class 50 contains 4150 members 
Mstep: Class 51 contains 1936 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4678 members 
Mstep: Class 54 contains 11252 members 
Mstep: Class 55 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767664.000000 Penalty: 182530.078125
Iteration 153Q: 56 clusters Score -6.476766e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 9073 members 
Mstep: Class 3 contains 9384 members 
Mstep: Class 4 contains 27412 members 
Mstep: Class 5 contains 15552 members 
Mstep: Class 6 contains 7179 members 
Mstep: Class 7 contains 14693 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8873 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6247 members 
Mstep: Class 13 contains 17481 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34147 members 
Mstep: Class 16 contains 4910 members 
Mstep: Class 17 contains 2512 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29750 members 
Mstep: Class 20 contains 15668 members 
Mstep: Class 21 contains 2226 members 
Mstep: Class 22 contains 29177 members 
Mstep: Class 23 contains 38280 members 
Mstep: Class 24 contains 3640 members 
Mstep: Class 25 contains 4182 members 
Mstep: Class 26 contains 5637 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22456 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8297 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7927 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18591 members 
Mstep: Class 35 contains 20551 members 
Mstep: Class 36 contains 4454 members 
Mstep: Class 37 contains 18909 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16464 members 
Mstep: Class 40 contains 8693 members 
Mstep: Class 41 contains 16355 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90357 members 
Mstep: Class 44 contains 13634 members 
Mstep: Class 45 contains 1593 members 
Mstep: Class 46 contains 6626 members 
Mstep: Class 47 contains 5332 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34237 members 
Mstep: Class 50 contains 4150 members 
Mstep: Class 51 contains 1936 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4678 members 
Mstep: Class 54 contains 11418 members 
Mstep: Class 55 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767772.000000 Penalty: 182530.078125
Iteration 154Q: 56 clusters Score -6.476777e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 9073 members 
Mstep: Class 3 contains 9382 members 
Mstep: Class 4 contains 27415 members 
Mstep: Class 5 contains 15552 members 
Mstep: Class 6 contains 7179 members 
Mstep: Class 7 contains 14692 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8889 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6248 members 
Mstep: Class 13 contains 17471 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34141 members 
Mstep: Class 16 contains 4910 members 
Mstep: Class 17 contains 2512 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29715 members 
Mstep: Class 20 contains 15670 members 
Mstep: Class 21 contains 2227 members 
Mstep: Class 22 contains 29180 members 
Mstep: Class 23 contains 38277 members 
Mstep: Class 24 contains 3640 members 
Mstep: Class 25 contains 4185 members 
Mstep: Class 26 contains 5622 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22456 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8297 members 
Mstep: Class 31 contains 8304 members 
Mstep: Class 32 contains 7927 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18578 members 
Mstep: Class 35 contains 20553 members 
Mstep: Class 36 contains 4454 members 
Mstep: Class 37 contains 18818 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16463 members 
Mstep: Class 40 contains 8693 members 
Mstep: Class 41 contains 16355 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90353 members 
Mstep: Class 44 contains 13634 members 
Mstep: Class 45 contains 1593 members 
Mstep: Class 46 contains 6626 members 
Mstep: Class 47 contains 5329 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34228 members 
Mstep: Class 50 contains 4150 members 
Mstep: Class 51 contains 1936 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4678 members 
Mstep: Class 54 contains 11567 members 
Mstep: Class 55 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767856.000000 Penalty: 182530.078125
Iteration 155Q: 56 clusters Score -6.476786e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 9073 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27412 members 
Mstep: Class 5 contains 15554 members 
Mstep: Class 6 contains 7177 members 
Mstep: Class 7 contains 14691 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8904 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6248 members 
Mstep: Class 13 contains 17463 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34132 members 
Mstep: Class 16 contains 4910 members 
Mstep: Class 17 contains 2512 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29682 members 
Mstep: Class 20 contains 15672 members 
Mstep: Class 21 contains 2228 members 
Mstep: Class 22 contains 29184 members 
Mstep: Class 23 contains 38267 members 
Mstep: Class 24 contains 3641 members 
Mstep: Class 25 contains 4187 members 
Mstep: Class 26 contains 5609 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22460 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8296 members 
Mstep: Class 31 contains 8301 members 
Mstep: Class 32 contains 7927 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18563 members 
Mstep: Class 35 contains 20552 members 
Mstep: Class 36 contains 4453 members 
Mstep: Class 37 contains 18738 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16464 members 
Mstep: Class 40 contains 8693 members 
Mstep: Class 41 contains 16356 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90350 members 
Mstep: Class 44 contains 13637 members 
Mstep: Class 45 contains 1593 members 
Mstep: Class 46 contains 6624 members 
Mstep: Class 47 contains 5330 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34224 members 
Mstep: Class 50 contains 4150 members 
Mstep: Class 51 contains 1936 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4678 members 
Mstep: Class 54 contains 11710 members 
Mstep: Class 55 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767772.000000 Penalty: 182530.078125
Iteration 156Q: 56 clusters Score -6.476777e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 9072 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27416 members 
Mstep: Class 5 contains 15558 members 
Mstep: Class 6 contains 7177 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8924 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6248 members 
Mstep: Class 13 contains 17456 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34125 members 
Mstep: Class 16 contains 4910 members 
Mstep: Class 17 contains 2512 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29641 members 
Mstep: Class 20 contains 15673 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29187 members 
Mstep: Class 23 contains 38267 members 
Mstep: Class 24 contains 3641 members 
Mstep: Class 25 contains 4185 members 
Mstep: Class 26 contains 5591 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22458 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8296 members 
Mstep: Class 31 contains 8302 members 
Mstep: Class 32 contains 7929 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18553 members 
Mstep: Class 35 contains 20555 members 
Mstep: Class 36 contains 4455 members 
Mstep: Class 37 contains 18655 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16464 members 
Mstep: Class 40 contains 8693 members 
Mstep: Class 41 contains 16356 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90345 members 
Mstep: Class 44 contains 13636 members 
Mstep: Class 45 contains 1593 members 
Mstep: Class 46 contains 6622 members 
Mstep: Class 47 contains 5329 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34220 members 
Mstep: Class 50 contains 4150 members 
Mstep: Class 51 contains 1936 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4678 members 
Mstep: Class 54 contains 11842 members 
Mstep: Class 55 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767936.000000 Penalty: 182530.078125
Iteration 157Q: 56 clusters Score -6.476794e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 9072 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27420 members 
Mstep: Class 5 contains 15561 members 
Mstep: Class 6 contains 7177 members 
Mstep: Class 7 contains 14689 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8930 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6249 members 
Mstep: Class 13 contains 17455 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34111 members 
Mstep: Class 16 contains 4910 members 
Mstep: Class 17 contains 2512 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29620 members 
Mstep: Class 20 contains 15674 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29188 members 
Mstep: Class 23 contains 38266 members 
Mstep: Class 24 contains 3641 members 
Mstep: Class 25 contains 4190 members 
Mstep: Class 26 contains 5581 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22457 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8296 members 
Mstep: Class 31 contains 8303 members 
Mstep: Class 32 contains 7930 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18544 members 
Mstep: Class 35 contains 20554 members 
Mstep: Class 36 contains 4456 members 
Mstep: Class 37 contains 18582 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16463 members 
Mstep: Class 40 contains 8693 members 
Mstep: Class 41 contains 16356 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90347 members 
Mstep: Class 44 contains 13635 members 
Mstep: Class 45 contains 1593 members 
Mstep: Class 46 contains 6621 members 
Mstep: Class 47 contains 5336 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34220 members 
Mstep: Class 50 contains 4150 members 
Mstep: Class 51 contains 1936 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4678 members 
Mstep: Class 54 contains 11940 members 
Mstep: Class 55 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767876.000000 Penalty: 182530.078125
Iteration 158Q: 56 clusters Score -6.476788e+07 nChanged 211
Entering ConstructFrom: 
Score: -64767876.000000 Penalty: 182530.078125
Entering ConstructFrom: 
Trying to split cluster 1 (22066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Entering Unmasked Estep 
Score: -2414259.000000 Penalty: 2480.444580
	Iteration 0F: 2 clusters Score -2414259 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 11128 members 
Entering Unmasked Estep 
Score: -2398882.500000 Penalty: 4960.889160
	Iteration 0F: 3 clusters Score -2398882 nChanged 9770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2404013.750000 Penalty: 4960.889160
	Iteration 1F: 3 clusters Score -2404014 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -2404419.000000 Penalty: 4960.889160
	Iteration 2F: 3 clusters Score -2404419 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2404770.250000 Penalty: 4960.889160
	Iteration 3Q: 3 clusters Score -2404770 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -2405107.000000 Penalty: 4960.889160
	Iteration 4Q: 3 clusters Score -2405107 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2405493.000000 Penalty: 4960.889160
	Iteration 5Q: 3 clusters Score -2405493 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2405943.250000 Penalty: 4960.889160
	Iteration 6Q: 3 clusters Score -2405943 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2406535.750000 Penalty: 4960.889160
	Iteration 7Q: 3 clusters Score -2406536 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2407348.000000 Penalty: 4960.889160
	Iteration 8F: 3 clusters Score -2407348 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2408303.000000 Penalty: 4960.889160
	Iteration 9F: 3 clusters Score -2408303 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -2409307.500000 Penalty: 4960.889160
	Iteration 10F: 3 clusters Score -2409308 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2410226.750000 Penalty: 4960.889160
	Iteration 11Q: 3 clusters Score -2410227 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -2410861.500000 Penalty: 4960.889160
	Iteration 12Q: 3 clusters Score -2410862 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -2411332.500000 Penalty: 4960.889160
	Iteration 13Q: 3 clusters Score -2411332 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -2411633.000000 Penalty: 4960.889160
	Iteration 14Q: 3 clusters Score -2411633 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -2411834.500000 Penalty: 4960.889160
	Iteration 15Q: 3 clusters Score -2411834 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2411962.250000 Penalty: 4960.889160
	Iteration 16Q: 3 clusters Score -2411962 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -2412033.500000 Penalty: 4960.889160
	Iteration 17Q: 3 clusters Score -2412034 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -2412085.750000 Penalty: 4960.889160
	Iteration 18Q: 3 clusters Score -2412086 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -2412115.000000 Penalty: 4960.889160
	Iteration 19Q: 3 clusters Score -2412115 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -2412143.250000 Penalty: 4960.889160
	Iteration 20F: 3 clusters Score -2412143 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -2412161.250000 Penalty: 4960.889160
	Iteration 21Q: 3 clusters Score -2412161 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -2412181.500000 Penalty: 4960.889160
	Iteration 22Q: 3 clusters Score -2412182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -2412197.000000 Penalty: 4960.889160
	Iteration 23Q: 3 clusters Score -2412197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -2412211.500000 Penalty: 4960.889160
	Iteration 24Q: 3 clusters Score -2412212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -2412230.750000 Penalty: 4960.889160
	Iteration 25Q: 3 clusters Score -2412231 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -2412245.250000 Penalty: 4960.889160
	Iteration 26Q: 3 clusters Score -2412245 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -2412261.250000 Penalty: 4960.889160
	Iteration 27Q: 3 clusters Score -2412261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -2412273.000000 Penalty: 4960.889160
	Iteration 28Q: 3 clusters Score -2412273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -2412284.250000 Penalty: 4960.889160
	Iteration 29Q: 3 clusters Score -2412284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -2412291.750000 Penalty: 4960.889160
	Iteration 30Q: 3 clusters Score -2412292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -2412294.250000 Penalty: 4960.889160
	Iteration 31Q: 3 clusters Score -2412294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -2412300.250000 Penalty: 4960.889160
	Iteration 32Q: 3 clusters Score -2412300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -2412306.500000 Penalty: 4960.889160
	Iteration 33Q: 3 clusters Score -2412306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -2412314.500000 Penalty: 4960.889160
	Iteration 34Q: 3 clusters Score -2412314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -2412318.000000 Penalty: 4960.889160
	Iteration 35Q: 3 clusters Score -2412318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -2412322.000000 Penalty: 4960.889160
	Iteration 36Q: 3 clusters Score -2412322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -2412328.500000 Penalty: 4960.889160
	Iteration 37Q: 3 clusters Score -2412328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -2412332.750000 Penalty: 4960.889160
	Iteration 38Q: 3 clusters Score -2412333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -2412332.750000 Penalty: 4960.889160
	Iteration 39F: 3 clusters Score -2412333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Entering Unmasked Estep 
Score: -720529.500000 Penalty: 2260.011230
	Iteration 0F: 2 clusters Score -720529.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -713432.125000 Penalty: 4520.022461
	Iteration 0F: 3 clusters Score -713432.1 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -715622.375000 Penalty: 4520.022461
	Iteration 1F: 3 clusters Score -715622.4 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -715987.625000 Penalty: 4520.022461
	Iteration 2F: 3 clusters Score -715987.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -716246.875000 Penalty: 4520.022461
	Iteration 3F: 3 clusters Score -716246.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -716460.187500 Penalty: 4520.022461
	Iteration 4Q: 3 clusters Score -716460.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -716639.875000 Penalty: 4520.022461
	Iteration 5Q: 3 clusters Score -716639.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -716800.125000 Penalty: 4520.022461
	Iteration 6Q: 3 clusters Score -716800.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -716949.500000 Penalty: 4520.022461
	Iteration 7Q: 3 clusters Score -716949.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -717075.375000 Penalty: 4520.022461
	Iteration 8Q: 3 clusters Score -717075.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -717209.312500 Penalty: 4520.022461
	Iteration 9Q: 3 clusters Score -717209.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -717339.375000 Penalty: 4520.022461
	Iteration 10Q: 3 clusters Score -717339.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -717474.875000 Penalty: 4520.022461
	Iteration 11Q: 3 clusters Score -717474.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -717620.750000 Penalty: 4520.022461
	Iteration 12Q: 3 clusters Score -717620.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -717768.500000 Penalty: 4520.022461
	Iteration 13Q: 3 clusters Score -717768.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -717898.375000 Penalty: 4520.022461
	Iteration 14Q: 3 clusters Score -717898.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -718006.062500 Penalty: 4520.022461
	Iteration 15Q: 3 clusters Score -718006.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -718091.125000 Penalty: 4520.022461
	Iteration 16Q: 3 clusters Score -718091.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -718162.437500 Penalty: 4520.022461
	Iteration 17Q: 3 clusters Score -718162.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -718221.875000 Penalty: 4520.022461
	Iteration 18Q: 3 clusters Score -718221.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -718277.062500 Penalty: 4520.022461
	Iteration 19Q: 3 clusters Score -718277.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -718329.312500 Penalty: 4520.022461
	Iteration 20F: 3 clusters Score -718329.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -718375.000000 Penalty: 4520.022461
	Iteration 21Q: 3 clusters Score -718375 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -718416.375000 Penalty: 4520.022461
	Iteration 22Q: 3 clusters Score -718416.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -718448.125000 Penalty: 4520.022461
	Iteration 23Q: 3 clusters Score -718448.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -718479.125000 Penalty: 4520.022461
	Iteration 24Q: 3 clusters Score -718479.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -718506.375000 Penalty: 4520.022461
	Iteration 25Q: 3 clusters Score -718506.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -718535.250000 Penalty: 4520.022461
	Iteration 26Q: 3 clusters Score -718535.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -718560.937500 Penalty: 4520.022461
	Iteration 27Q: 3 clusters Score -718560.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -718578.250000 Penalty: 4520.022461
	Iteration 28Q: 3 clusters Score -718578.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -718597.562500 Penalty: 4520.022461
	Iteration 29Q: 3 clusters Score -718597.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -718610.875000 Penalty: 4520.022461
	Iteration 30Q: 3 clusters Score -718610.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -718621.625000 Penalty: 4520.022461
	Iteration 31Q: 3 clusters Score -718621.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -718630.812500 Penalty: 4520.022461
	Iteration 32Q: 3 clusters Score -718630.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -718637.937500 Penalty: 4520.022461
	Iteration 33Q: 3 clusters Score -718637.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -718642.750000 Penalty: 4520.022461
	Iteration 34Q: 3 clusters Score -718642.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -718646.125000 Penalty: 4520.022461
	Iteration 35Q: 3 clusters Score -718646.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -718648.937500 Penalty: 4520.022461
	Iteration 36Q: 3 clusters Score -718648.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -718652.500000 Penalty: 4520.022461
	Iteration 37Q: 3 clusters Score -718652.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -718652.125000 Penalty: 4520.022461
	Iteration 38Q: 3 clusters Score -718652.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -718653.750000 Penalty: 4520.022461
	Iteration 39Q: 3 clusters Score -718653.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -718656.000000 Penalty: 4520.022461
	Iteration 40F: 3 clusters Score -718656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -718661.187500 Penalty: 4520.022461
	Iteration 41Q: 3 clusters Score -718661.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -718660.312500 Penalty: 4520.022461
	Iteration 42Q: 3 clusters Score -718660.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -718661.750000 Penalty: 4520.022461
	Iteration 43Q: 3 clusters Score -718661.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -718662.875000 Penalty: 4520.022461
	Iteration 44Q: 3 clusters Score -718662.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -718663.125000 Penalty: 4520.022461
	Iteration 45Q: 3 clusters Score -718663.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -718664.000000 Penalty: 4520.022461
	Iteration 46Q: 3 clusters Score -718664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -718666.062500 Penalty: 4520.022461
	Iteration 47Q: 3 clusters Score -718666.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -718665.125000 Penalty: 4520.022461
	Iteration 48Q: 3 clusters Score -718665.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -718665.125000 Penalty: 4520.022461
	Iteration 49F: 3 clusters Score -718665.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Entering Unmasked Estep 
Score: -1000872.875000 Penalty: 2268.317383
	Iteration 0F: 2 clusters Score -1000873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -993569.937500 Penalty: 4536.634766
	Iteration 0F: 3 clusters Score -993569.9 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -995619.437500 Penalty: 4536.634766
	Iteration 1F: 3 clusters Score -995619.4 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -995964.625000 Penalty: 4536.634766
	Iteration 2F: 3 clusters Score -995964.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -996276.750000 Penalty: 4536.634766
	Iteration 3F: 3 clusters Score -996276.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -996531.625000 Penalty: 4536.634766
	Iteration 4Q: 3 clusters Score -996531.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -996784.000000 Penalty: 4536.634766
	Iteration 5Q: 3 clusters Score -996784 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -997041.937500 Penalty: 4536.634766
	Iteration 6Q: 3 clusters Score -997041.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -997255.125000 Penalty: 4536.634766
	Iteration 7Q: 3 clusters Score -997255.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -997425.000000 Penalty: 4536.634766
	Iteration 8Q: 3 clusters Score -997425 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -997580.750000 Penalty: 4536.634766
	Iteration 9Q: 3 clusters Score -997580.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -997718.250000 Penalty: 4536.634766
	Iteration 10Q: 3 clusters Score -997718.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -997851.687500 Penalty: 4536.634766
	Iteration 11Q: 3 clusters Score -997851.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -997976.562500 Penalty: 4536.634766
	Iteration 12Q: 3 clusters Score -997976.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -998087.562500 Penalty: 4536.634766
	Iteration 13Q: 3 clusters Score -998087.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -998179.375000 Penalty: 4536.634766
	Iteration 14Q: 3 clusters Score -998179.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -998244.687500 Penalty: 4536.634766
	Iteration 15Q: 3 clusters Score -998244.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -998306.562500 Penalty: 4536.634766
	Iteration 16Q: 3 clusters Score -998306.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -998369.812500 Penalty: 4536.634766
	Iteration 17Q: 3 clusters Score -998369.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -998442.000000 Penalty: 4536.634766
	Iteration 18Q: 3 clusters Score -998442 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -998506.000000 Penalty: 4536.634766
	Iteration 19Q: 3 clusters Score -998506 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -998570.625000 Penalty: 4536.634766
	Iteration 20F: 3 clusters Score -998570.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -998638.625000 Penalty: 4536.634766
	Iteration 21Q: 3 clusters Score -998638.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -998713.750000 Penalty: 4536.634766
	Iteration 22Q: 3 clusters Score -998713.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -998786.687500 Penalty: 4536.634766
	Iteration 23Q: 3 clusters Score -998786.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -998858.062500 Penalty: 4536.634766
	Iteration 24Q: 3 clusters Score -998858.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -998943.375000 Penalty: 4536.634766
	Iteration 25Q: 3 clusters Score -998943.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -999021.500000 Penalty: 4536.634766
	Iteration 26Q: 3 clusters Score -999021.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -999098.437500 Penalty: 4536.634766
	Iteration 27Q: 3 clusters Score -999098.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -999145.312500 Penalty: 4536.634766
	Iteration 28Q: 3 clusters Score -999145.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -999186.500000 Penalty: 4536.634766
	Iteration 29Q: 3 clusters Score -999186.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -999234.062500 Penalty: 4536.634766
	Iteration 30Q: 3 clusters Score -999234.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -999264.500000 Penalty: 4536.634766
	Iteration 31Q: 3 clusters Score -999264.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -999298.250000 Penalty: 4536.634766
	Iteration 32Q: 3 clusters Score -999298.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -999325.812500 Penalty: 4536.634766
	Iteration 33Q: 3 clusters Score -999325.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -999356.625000 Penalty: 4536.634766
	Iteration 34Q: 3 clusters Score -999356.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -999377.687500 Penalty: 4536.634766
	Iteration 35Q: 3 clusters Score -999377.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -999397.687500 Penalty: 4536.634766
	Iteration 36Q: 3 clusters Score -999397.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -999407.000000 Penalty: 4536.634766
	Iteration 37Q: 3 clusters Score -999407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -999419.500000 Penalty: 4536.634766
	Iteration 38Q: 3 clusters Score -999419.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -999427.062500 Penalty: 4536.634766
	Iteration 39Q: 3 clusters Score -999427.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -999434.187500 Penalty: 4536.634766
	Iteration 40F: 3 clusters Score -999434.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -999441.375000 Penalty: 4536.634766
	Iteration 41Q: 3 clusters Score -999441.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -999446.000000 Penalty: 4536.634766
	Iteration 42Q: 3 clusters Score -999446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -999453.000000 Penalty: 4536.634766
	Iteration 43Q: 3 clusters Score -999453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -999458.437500 Penalty: 4536.634766
	Iteration 44Q: 3 clusters Score -999458.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -999465.687500 Penalty: 4536.634766
	Iteration 45Q: 3 clusters Score -999465.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -999469.625000 Penalty: 4536.634766
	Iteration 46Q: 3 clusters Score -999469.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -999470.187500 Penalty: 4536.634766
	Iteration 47Q: 3 clusters Score -999470.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -999473.750000 Penalty: 4536.634766
	Iteration 48Q: 3 clusters Score -999473.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -999474.062500 Penalty: 4536.634766
	Iteration 49Q: 3 clusters Score -999474.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -999476.375000 Penalty: 4536.634766
	Iteration 50Q: 3 clusters Score -999476.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -999477.125000 Penalty: 4536.634766
	Iteration 51Q: 3 clusters Score -999477.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -999477.125000 Penalty: 4536.634766
	Iteration 52F: 3 clusters Score -999477.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Entering Unmasked Estep 
Score: -3013391.000000 Penalty: 2534.328125
	Iteration 0F: 2 clusters Score -3013391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2994408.750000 Penalty: 5068.656250
	Iteration 0F: 3 clusters Score -2994409 nChanged 12378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -3000918.500000 Penalty: 5068.656250
	Iteration 1F: 3 clusters Score -3000918 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -3001392.000000 Penalty: 5068.656250
	Iteration 2Q: 3 clusters Score -3001392 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -3001771.000000 Penalty: 5068.656250
	Iteration 3Q: 3 clusters Score -3001771 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -3002126.750000 Penalty: 5068.656250
	Iteration 4Q: 3 clusters Score -3002127 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -3002450.250000 Penalty: 5068.656250
	Iteration 5Q: 3 clusters Score -3002450 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -3002787.750000 Penalty: 5068.656250
	Iteration 6Q: 3 clusters Score -3002788 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -3003157.000000 Penalty: 5068.656250
	Iteration 7Q: 3 clusters Score -3003157 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -3003570.000000 Penalty: 5068.656250
	Iteration 8Q: 3 clusters Score -3003570 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -3004018.000000 Penalty: 5068.656250
	Iteration 9Q: 3 clusters Score -3004018 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -3004474.500000 Penalty: 5068.656250
	Iteration 10Q: 3 clusters Score -3004474 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -3005000.750000 Penalty: 5068.656250
	Iteration 11Q: 3 clusters Score -3005001 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -3005630.000000 Penalty: 5068.656250
	Iteration 12Q: 3 clusters Score -3005630 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -3006319.750000 Penalty: 5068.656250
	Iteration 13Q: 3 clusters Score -3006320 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -3006974.500000 Penalty: 5068.656250
	Iteration 14Q: 3 clusters Score -3006974 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -3007474.000000 Penalty: 5068.656250
	Iteration 15Q: 3 clusters Score -3007474 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -3007825.000000 Penalty: 5068.656250
	Iteration 16Q: 3 clusters Score -3007825 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -3008023.500000 Penalty: 5068.656250
	Iteration 17Q: 3 clusters Score -3008024 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -3008188.500000 Penalty: 5068.656250
	Iteration 18Q: 3 clusters Score -3008188 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -3008293.750000 Penalty: 5068.656250
	Iteration 19Q: 3 clusters Score -3008294 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -3008394.500000 Penalty: 5068.656250
	Iteration 20F: 3 clusters Score -3008394 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -3008490.250000 Penalty: 5068.656250
	Iteration 21Q: 3 clusters Score -3008490 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -3008594.000000 Penalty: 5068.656250
	Iteration 22Q: 3 clusters Score -3008594 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -3008688.750000 Penalty: 5068.656250
	Iteration 23Q: 3 clusters Score -3008689 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -3008766.750000 Penalty: 5068.656250
	Iteration 24Q: 3 clusters Score -3008767 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -3008886.250000 Penalty: 5068.656250
	Iteration 25Q: 3 clusters Score -3008886 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -3008994.750000 Penalty: 5068.656250
	Iteration 26Q: 3 clusters Score -3008995 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -3009105.750000 Penalty: 5068.656250
	Iteration 27Q: 3 clusters Score -3009106 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -3009228.500000 Penalty: 5068.656250
	Iteration 28Q: 3 clusters Score -3009228 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -3009329.250000 Penalty: 5068.656250
	Iteration 29Q: 3 clusters Score -3009329 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -3009430.250000 Penalty: 5068.656250
	Iteration 30Q: 3 clusters Score -3009430 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -3009519.250000 Penalty: 5068.656250
	Iteration 31Q: 3 clusters Score -3009519 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -3009584.250000 Penalty: 5068.656250
	Iteration 32Q: 3 clusters Score -3009584 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -3009637.000000 Penalty: 5068.656250
	Iteration 33Q: 3 clusters Score -3009637 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -3009689.750000 Penalty: 5068.656250
	Iteration 34Q: 3 clusters Score -3009690 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -3009724.250000 Penalty: 5068.656250
	Iteration 35Q: 3 clusters Score -3009724 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -3009771.750000 Penalty: 5068.656250
	Iteration 36Q: 3 clusters Score -3009772 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -3009812.750000 Penalty: 5068.656250
	Iteration 37Q: 3 clusters Score -3009813 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -3009865.250000 Penalty: 5068.656250
	Iteration 38Q: 3 clusters Score -3009865 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -3009902.500000 Penalty: 5068.656250
	Iteration 39Q: 3 clusters Score -3009902 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -3009931.000000 Penalty: 5068.656250
	Iteration 40F: 3 clusters Score -3009931 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -3009986.750000 Penalty: 5068.656250
	Iteration 41Q: 3 clusters Score -3009987 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -3010042.750000 Penalty: 5068.656250
	Iteration 42Q: 3 clusters Score -3010043 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -3010093.500000 Penalty: 5068.656250
	Iteration 43Q: 3 clusters Score -3010094 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -3010144.250000 Penalty: 5068.656250
	Iteration 44Q: 3 clusters Score -3010144 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -3010203.500000 Penalty: 5068.656250
	Iteration 45Q: 3 clusters Score -3010204 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -3010277.500000 Penalty: 5068.656250
	Iteration 46Q: 3 clusters Score -3010278 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -3010348.250000 Penalty: 5068.656250
	Iteration 47Q: 3 clusters Score -3010348 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -3010423.000000 Penalty: 5068.656250
	Iteration 48Q: 3 clusters Score -3010423 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -3010498.500000 Penalty: 5068.656250
	Iteration 49Q: 3 clusters Score -3010498 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -3010563.750000 Penalty: 5068.656250
	Iteration 50Q: 3 clusters Score -3010564 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3010625.250000 Penalty: 5068.656250
	Iteration 51Q: 3 clusters Score -3010625 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3010684.000000 Penalty: 5068.656250
	Iteration 52Q: 3 clusters Score -3010684 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3010757.000000 Penalty: 5068.656250
	Iteration 53Q: 3 clusters Score -3010757 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3010822.000000 Penalty: 5068.656250
	Iteration 54Q: 3 clusters Score -3010822 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3010877.250000 Penalty: 5068.656250
	Iteration 55Q: 3 clusters Score -3010877 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3010929.000000 Penalty: 5068.656250
	Iteration 56Q: 3 clusters Score -3010929 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3010965.000000 Penalty: 5068.656250
	Iteration 57Q: 3 clusters Score -3010965 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3010988.500000 Penalty: 5068.656250
	Iteration 58Q: 3 clusters Score -3010988 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3011026.250000 Penalty: 5068.656250
	Iteration 59Q: 3 clusters Score -3011026 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3011051.000000 Penalty: 5068.656250
	Iteration 60F: 3 clusters Score -3011051 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3011072.500000 Penalty: 5068.656250
	Iteration 61Q: 3 clusters Score -3011072 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3011097.000000 Penalty: 5068.656250
	Iteration 62Q: 3 clusters Score -3011097 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3011115.750000 Penalty: 5068.656250
	Iteration 63Q: 3 clusters Score -3011116 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3011133.250000 Penalty: 5068.656250
	Iteration 64Q: 3 clusters Score -3011133 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3011151.000000 Penalty: 5068.656250
	Iteration 65Q: 3 clusters Score -3011151 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3011172.750000 Penalty: 5068.656250
	Iteration 66Q: 3 clusters Score -3011173 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3011184.750000 Penalty: 5068.656250
	Iteration 67Q: 3 clusters Score -3011185 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3011199.750000 Penalty: 5068.656250
	Iteration 68Q: 3 clusters Score -3011200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3011207.000000 Penalty: 5068.656250
	Iteration 69Q: 3 clusters Score -3011207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3011214.500000 Penalty: 5068.656250
	Iteration 70Q: 3 clusters Score -3011214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3011225.000000 Penalty: 5068.656250
	Iteration 71Q: 3 clusters Score -3011225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3011225.750000 Penalty: 5068.656250
	Iteration 72Q: 3 clusters Score -3011226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3011232.250000 Penalty: 5068.656250
	Iteration 73Q: 3 clusters Score -3011232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3011239.500000 Penalty: 5068.656250
	Iteration 74Q: 3 clusters Score -3011240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3011242.500000 Penalty: 5068.656250
	Iteration 75Q: 3 clusters Score -3011242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3011250.750000 Penalty: 5068.656250
	Iteration 76Q: 3 clusters Score -3011251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3011245.750000 Penalty: 5068.656250
	Iteration 77Q: 3 clusters Score -3011246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3011252.000000 Penalty: 5068.656250
	Iteration 78Q: 3 clusters Score -3011252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3011254.250000 Penalty: 5068.656250
	Iteration 79Q: 3 clusters Score -3011254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3011252.500000 Penalty: 5068.656250
	Iteration 80F: 3 clusters Score -3011252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3011255.750000 Penalty: 5068.656250
	Iteration 81Q: 3 clusters Score -3011256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3011262.750000 Penalty: 5068.656250
	Iteration 82Q: 3 clusters Score -3011263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3011262.500000 Penalty: 5068.656250
	Iteration 83Q: 3 clusters Score -3011262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3011264.000000 Penalty: 5068.656250
	Iteration 84Q: 3 clusters Score -3011264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3011264.750000 Penalty: 5068.656250
	Iteration 85Q: 3 clusters Score -3011265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3011266.500000 Penalty: 5068.656250
	Iteration 86Q: 3 clusters Score -3011266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3011264.250000 Penalty: 5068.656250
	Iteration 87Q: 3 clusters Score -3011264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3011269.250000 Penalty: 5068.656250
	Iteration 88Q: 3 clusters Score -3011269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3011271.250000 Penalty: 5068.656250
	Iteration 89Q: 3 clusters Score -3011271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3011276.750000 Penalty: 5068.656250
	Iteration 90Q: 3 clusters Score -3011277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3011275.000000 Penalty: 5068.656250
	Iteration 91Q: 3 clusters Score -3011275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3011275.750000 Penalty: 5068.656250
	Iteration 92Q: 3 clusters Score -3011276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3011276.500000 Penalty: 5068.656250
	Iteration 93Q: 3 clusters Score -3011276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3011275.250000 Penalty: 5068.656250
	Iteration 94Q: 3 clusters Score -3011275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3011280.250000 Penalty: 5068.656250
	Iteration 95Q: 3 clusters Score -3011280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3011280.250000 Penalty: 5068.656250
	Iteration 96Q: 3 clusters Score -3011280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3011278.500000 Penalty: 5068.656250
	Iteration 97Q: 3 clusters Score -3011278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3011278.750000 Penalty: 5068.656250
	Iteration 98Q: 3 clusters Score -3011279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3011276.250000 Penalty: 5068.656250
	Iteration 99Q: 3 clusters Score -3011276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3011275.250000 Penalty: 5068.656250
	Iteration 100F: 3 clusters Score -3011275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Entering Unmasked Estep 
Score: -1669095.875000 Penalty: 2393.841553
	Iteration 0F: 2 clusters Score -1669096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1657806.875000 Penalty: 4787.683105
	Iteration 0F: 3 clusters Score -1657807 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1661523.000000 Penalty: 4787.683105
	Iteration 1F: 3 clusters Score -1661523 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1662008.875000 Penalty: 4787.683105
	Iteration 2F: 3 clusters Score -1662009 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1662429.500000 Penalty: 4787.683105
	Iteration 3F: 3 clusters Score -1662430 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1662822.875000 Penalty: 4787.683105
	Iteration 4Q: 3 clusters Score -1662823 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1663253.000000 Penalty: 4787.683105
	Iteration 5Q: 3 clusters Score -1663253 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1663661.750000 Penalty: 4787.683105
	Iteration 6Q: 3 clusters Score -1663662 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1664030.750000 Penalty: 4787.683105
	Iteration 7Q: 3 clusters Score -1664031 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1664361.500000 Penalty: 4787.683105
	Iteration 8Q: 3 clusters Score -1664362 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1664665.500000 Penalty: 4787.683105
	Iteration 9Q: 3 clusters Score -1664666 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1664936.000000 Penalty: 4787.683105
	Iteration 10Q: 3 clusters Score -1664936 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1665201.625000 Penalty: 4787.683105
	Iteration 11Q: 3 clusters Score -1665202 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1665407.500000 Penalty: 4787.683105
	Iteration 12Q: 3 clusters Score -1665408 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1665605.500000 Penalty: 4787.683105
	Iteration 13Q: 3 clusters Score -1665606 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1665759.625000 Penalty: 4787.683105
	Iteration 14Q: 3 clusters Score -1665760 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1665906.875000 Penalty: 4787.683105
	Iteration 15Q: 3 clusters Score -1665907 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1666082.875000 Penalty: 4787.683105
	Iteration 16Q: 3 clusters Score -1666083 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1666265.625000 Penalty: 4787.683105
	Iteration 17Q: 3 clusters Score -1666266 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1666452.750000 Penalty: 4787.683105
	Iteration 18Q: 3 clusters Score -1666453 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1666619.500000 Penalty: 4787.683105
	Iteration 19Q: 3 clusters Score -1666620 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1666809.750000 Penalty: 4787.683105
	Iteration 20F: 3 clusters Score -1666810 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1666973.875000 Penalty: 4787.683105
	Iteration 21Q: 3 clusters Score -1666974 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1667132.750000 Penalty: 4787.683105
	Iteration 22Q: 3 clusters Score -1667133 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1667309.250000 Penalty: 4787.683105
	Iteration 23Q: 3 clusters Score -1667309 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1667467.750000 Penalty: 4787.683105
	Iteration 24Q: 3 clusters Score -1667468 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1667607.125000 Penalty: 4787.683105
	Iteration 25Q: 3 clusters Score -1667607 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1667742.125000 Penalty: 4787.683105
	Iteration 26Q: 3 clusters Score -1667742 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1667871.875000 Penalty: 4787.683105
	Iteration 27Q: 3 clusters Score -1667872 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1667965.500000 Penalty: 4787.683105
	Iteration 28Q: 3 clusters Score -1667966 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1668036.500000 Penalty: 4787.683105
	Iteration 29Q: 3 clusters Score -1668036 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -1668067.750000 Penalty: 4787.683105
	Iteration 30Q: 3 clusters Score -1668068 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1668094.625000 Penalty: 4787.683105
	Iteration 31Q: 3 clusters Score -1668095 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1668109.125000 Penalty: 4787.683105
	Iteration 32Q: 3 clusters Score -1668109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1668112.000000 Penalty: 4787.683105
	Iteration 33Q: 3 clusters Score -1668112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1668116.500000 Penalty: 4787.683105
	Iteration 34Q: 3 clusters Score -1668116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1668116.875000 Penalty: 4787.683105
	Iteration 35Q: 3 clusters Score -1668117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1668123.750000 Penalty: 4787.683105
	Iteration 36Q: 3 clusters Score -1668124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1668126.250000 Penalty: 4787.683105
	Iteration 37Q: 3 clusters Score -1668126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1668124.625000 Penalty: 4787.683105
	Iteration 38Q: 3 clusters Score -1668125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1668126.875000 Penalty: 4787.683105
	Iteration 39Q: 3 clusters Score -1668127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1668125.750000 Penalty: 4787.683105
	Iteration 40F: 3 clusters Score -1668126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1668124.875000 Penalty: 4787.683105
	Iteration 41Q: 3 clusters Score -1668125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1668125.875000 Penalty: 4787.683105
	Iteration 42Q: 3 clusters Score -1668126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1668126.125000 Penalty: 4787.683105
	Iteration 43Q: 3 clusters Score -1668126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1668124.000000 Penalty: 4787.683105
	Iteration 44Q: 3 clusters Score -1668124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1668123.625000 Penalty: 4787.683105
	Iteration 45Q: 3 clusters Score -1668124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1668126.625000 Penalty: 4787.683105
	Iteration 46Q: 3 clusters Score -1668127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1668132.375000 Penalty: 4787.683105
	Iteration 47Q: 3 clusters Score -1668132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1668133.750000 Penalty: 4787.683105
	Iteration 48Q: 3 clusters Score -1668134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1668133.750000 Penalty: 4787.683105
	Iteration 49F: 3 clusters Score -1668134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Entering Unmasked Estep 
Score: -648700.000000 Penalty: 2201.867188
	Iteration 0F: 2 clusters Score -648700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -642799.562500 Penalty: 4403.734375
	Iteration 0F: 3 clusters Score -642799.6 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -644447.125000 Penalty: 4403.734375
	Iteration 1F: 3 clusters Score -644447.1 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -644879.562500 Penalty: 4403.734375
	Iteration 2F: 3 clusters Score -644879.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -645239.750000 Penalty: 4403.734375
	Iteration 3F: 3 clusters Score -645239.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -645546.250000 Penalty: 4403.734375
	Iteration 4F: 3 clusters Score -645546.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -645784.187500 Penalty: 4403.734375
	Iteration 5F: 3 clusters Score -645784.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -645937.062500 Penalty: 4403.734375
	Iteration 6Q: 3 clusters Score -645937.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -646045.750000 Penalty: 4403.734375
	Iteration 7Q: 3 clusters Score -646045.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -646115.187500 Penalty: 4403.734375
	Iteration 8Q: 3 clusters Score -646115.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -646178.125000 Penalty: 4403.734375
	Iteration 9Q: 3 clusters Score -646178.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -646229.875000 Penalty: 4403.734375
	Iteration 10Q: 3 clusters Score -646229.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -646279.000000 Penalty: 4403.734375
	Iteration 11Q: 3 clusters Score -646279 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -646333.937500 Penalty: 4403.734375
	Iteration 12Q: 3 clusters Score -646333.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -646392.625000 Penalty: 4403.734375
	Iteration 13Q: 3 clusters Score -646392.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -646448.437500 Penalty: 4403.734375
	Iteration 14Q: 3 clusters Score -646448.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -646502.625000 Penalty: 4403.734375
	Iteration 15Q: 3 clusters Score -646502.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -646569.250000 Penalty: 4403.734375
	Iteration 16Q: 3 clusters Score -646569.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -646629.687500 Penalty: 4403.734375
	Iteration 17Q: 3 clusters Score -646629.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -646675.312500 Penalty: 4403.734375
	Iteration 18Q: 3 clusters Score -646675.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -646721.625000 Penalty: 4403.734375
	Iteration 19Q: 3 clusters Score -646721.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -646767.937500 Penalty: 4403.734375
	Iteration 20F: 3 clusters Score -646767.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -646807.875000 Penalty: 4403.734375
	Iteration 21Q: 3 clusters Score -646807.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -646846.500000 Penalty: 4403.734375
	Iteration 22Q: 3 clusters Score -646846.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -646878.000000 Penalty: 4403.734375
	Iteration 23Q: 3 clusters Score -646878 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -646903.562500 Penalty: 4403.734375
	Iteration 24Q: 3 clusters Score -646903.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -646923.187500 Penalty: 4403.734375
	Iteration 25Q: 3 clusters Score -646923.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -646940.375000 Penalty: 4403.734375
	Iteration 26Q: 3 clusters Score -646940.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -646950.687500 Penalty: 4403.734375
	Iteration 27Q: 3 clusters Score -646950.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -646964.875000 Penalty: 4403.734375
	Iteration 28Q: 3 clusters Score -646964.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -646981.125000 Penalty: 4403.734375
	Iteration 29Q: 3 clusters Score -646981.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -646995.562500 Penalty: 4403.734375
	Iteration 30Q: 3 clusters Score -646995.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -647006.125000 Penalty: 4403.734375
	Iteration 31Q: 3 clusters Score -647006.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -647015.500000 Penalty: 4403.734375
	Iteration 32Q: 3 clusters Score -647015.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -647022.500000 Penalty: 4403.734375
	Iteration 33Q: 3 clusters Score -647022.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -647027.125000 Penalty: 4403.734375
	Iteration 34Q: 3 clusters Score -647027.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -647030.375000 Penalty: 4403.734375
	Iteration 35Q: 3 clusters Score -647030.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -647034.437500 Penalty: 4403.734375
	Iteration 36Q: 3 clusters Score -647034.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -647036.062500 Penalty: 4403.734375
	Iteration 37Q: 3 clusters Score -647036.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -647037.875000 Penalty: 4403.734375
	Iteration 38Q: 3 clusters Score -647037.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -647040.062500 Penalty: 4403.734375
	Iteration 39Q: 3 clusters Score -647040.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -647043.437500 Penalty: 4403.734375
	Iteration 40F: 3 clusters Score -647043.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -647047.625000 Penalty: 4403.734375
	Iteration 41Q: 3 clusters Score -647047.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -647051.312500 Penalty: 4403.734375
	Iteration 42Q: 3 clusters Score -647051.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -647051.312500 Penalty: 4403.734375
	Iteration 43Q: 3 clusters Score -647051.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -647055.187500 Penalty: 4403.734375
	Iteration 44Q: 3 clusters Score -647055.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -647055.875000 Penalty: 4403.734375
	Iteration 45Q: 3 clusters Score -647055.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -647056.687500 Penalty: 4403.734375
	Iteration 46Q: 3 clusters Score -647056.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -647057.250000 Penalty: 4403.734375
	Iteration 47Q: 3 clusters Score -647057.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -647057.062500 Penalty: 4403.734375
	Iteration 48Q: 3 clusters Score -647057.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -647061.312500 Penalty: 4403.734375
	Iteration 49Q: 3 clusters Score -647061.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -647064.500000 Penalty: 4403.734375
	Iteration 50Q: 3 clusters Score -647064.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -647064.562500 Penalty: 4403.734375
	Iteration 51Q: 3 clusters Score -647064.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -647067.187500 Penalty: 4403.734375
	Iteration 52Q: 3 clusters Score -647067.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -647072.625000 Penalty: 4403.734375
	Iteration 53Q: 3 clusters Score -647072.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -647075.875000 Penalty: 4403.734375
	Iteration 54Q: 3 clusters Score -647075.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -647076.875000 Penalty: 4403.734375
	Iteration 55Q: 3 clusters Score -647076.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -647077.625000 Penalty: 4403.734375
	Iteration 56Q: 3 clusters Score -647077.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -647076.875000 Penalty: 4403.734375
	Iteration 57Q: 3 clusters Score -647076.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -647077.812500 Penalty: 4403.734375
	Iteration 58Q: 3 clusters Score -647077.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -647077.812500 Penalty: 4403.734375
	Iteration 59F: 3 clusters Score -647077.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Entering Unmasked Estep 
Score: -1417936.625000 Penalty: 2379.422363
	Iteration 0F: 2 clusters Score -1417937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1407344.000000 Penalty: 4758.844727
	Iteration 0F: 3 clusters Score -1407344 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1411064.625000 Penalty: 4758.844727
	Iteration 1F: 3 clusters Score -1411065 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1411647.375000 Penalty: 4758.844727
	Iteration 2F: 3 clusters Score -1411647 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1412122.125000 Penalty: 4758.844727
	Iteration 3F: 3 clusters Score -1412122 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1412524.375000 Penalty: 4758.844727
	Iteration 4F: 3 clusters Score -1412524 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1412842.250000 Penalty: 4758.844727
	Iteration 5Q: 3 clusters Score -1412842 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1413149.625000 Penalty: 4758.844727
	Iteration 6Q: 3 clusters Score -1413150 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1413460.625000 Penalty: 4758.844727
	Iteration 7Q: 3 clusters Score -1413461 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1413733.375000 Penalty: 4758.844727
	Iteration 8Q: 3 clusters Score -1413733 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1413966.750000 Penalty: 4758.844727
	Iteration 9Q: 3 clusters Score -1413967 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1414180.625000 Penalty: 4758.844727
	Iteration 10Q: 3 clusters Score -1414181 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1414334.125000 Penalty: 4758.844727
	Iteration 11Q: 3 clusters Score -1414334 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1414486.125000 Penalty: 4758.844727
	Iteration 12Q: 3 clusters Score -1414486 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1414625.625000 Penalty: 4758.844727
	Iteration 13Q: 3 clusters Score -1414626 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1414728.500000 Penalty: 4758.844727
	Iteration 14Q: 3 clusters Score -1414728 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1414821.125000 Penalty: 4758.844727
	Iteration 15Q: 3 clusters Score -1414821 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1414896.750000 Penalty: 4758.844727
	Iteration 16Q: 3 clusters Score -1414897 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1414953.625000 Penalty: 4758.844727
	Iteration 17Q: 3 clusters Score -1414954 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1414999.375000 Penalty: 4758.844727
	Iteration 18Q: 3 clusters Score -1414999 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1415055.625000 Penalty: 4758.844727
	Iteration 19Q: 3 clusters Score -1415056 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1415109.625000 Penalty: 4758.844727
	Iteration 20F: 3 clusters Score -1415110 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1415153.500000 Penalty: 4758.844727
	Iteration 21Q: 3 clusters Score -1415154 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1415205.625000 Penalty: 4758.844727
	Iteration 22Q: 3 clusters Score -1415206 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1415264.750000 Penalty: 4758.844727
	Iteration 23Q: 3 clusters Score -1415265 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1415326.000000 Penalty: 4758.844727
	Iteration 24Q: 3 clusters Score -1415326 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1415387.250000 Penalty: 4758.844727
	Iteration 25Q: 3 clusters Score -1415387 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1415455.625000 Penalty: 4758.844727
	Iteration 26Q: 3 clusters Score -1415456 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1415522.125000 Penalty: 4758.844727
	Iteration 27Q: 3 clusters Score -1415522 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1415593.500000 Penalty: 4758.844727
	Iteration 28Q: 3 clusters Score -1415594 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1415651.500000 Penalty: 4758.844727
	Iteration 29Q: 3 clusters Score -1415652 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1415716.375000 Penalty: 4758.844727
	Iteration 30Q: 3 clusters Score -1415716 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1415790.125000 Penalty: 4758.844727
	Iteration 31Q: 3 clusters Score -1415790 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1415859.375000 Penalty: 4758.844727
	Iteration 32Q: 3 clusters Score -1415859 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1415914.000000 Penalty: 4758.844727
	Iteration 33Q: 3 clusters Score -1415914 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1415962.000000 Penalty: 4758.844727
	Iteration 34Q: 3 clusters Score -1415962 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1416010.125000 Penalty: 4758.844727
	Iteration 35Q: 3 clusters Score -1416010 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1416051.875000 Penalty: 4758.844727
	Iteration 36Q: 3 clusters Score -1416052 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1416092.875000 Penalty: 4758.844727
	Iteration 37Q: 3 clusters Score -1416093 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1416134.000000 Penalty: 4758.844727
	Iteration 38Q: 3 clusters Score -1416134 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1416183.250000 Penalty: 4758.844727
	Iteration 39Q: 3 clusters Score -1416183 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1416214.625000 Penalty: 4758.844727
	Iteration 40F: 3 clusters Score -1416215 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1416233.625000 Penalty: 4758.844727
	Iteration 41Q: 3 clusters Score -1416234 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1416243.875000 Penalty: 4758.844727
	Iteration 42Q: 3 clusters Score -1416244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1416253.375000 Penalty: 4758.844727
	Iteration 43Q: 3 clusters Score -1416253 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1416259.750000 Penalty: 4758.844727
	Iteration 44Q: 3 clusters Score -1416260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1416259.500000 Penalty: 4758.844727
	Iteration 45Q: 3 clusters Score -1416260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1416264.625000 Penalty: 4758.844727
	Iteration 46Q: 3 clusters Score -1416265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1416269.250000 Penalty: 4758.844727
	Iteration 47Q: 3 clusters Score -1416269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1416271.500000 Penalty: 4758.844727
	Iteration 48Q: 3 clusters Score -1416272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1416269.625000 Penalty: 4758.844727
	Iteration 49Q: 3 clusters Score -1416270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1416268.500000 Penalty: 4758.844727
	Iteration 50Q: 3 clusters Score -1416268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1416270.750000 Penalty: 4758.844727
	Iteration 51Q: 3 clusters Score -1416271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1416273.000000 Penalty: 4758.844727
	Iteration 52Q: 3 clusters Score -1416273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1416270.625000 Penalty: 4758.844727
	Iteration 53Q: 3 clusters Score -1416271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1416271.875000 Penalty: 4758.844727
	Iteration 54Q: 3 clusters Score -1416272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1416272.875000 Penalty: 4758.844727
	Iteration 55Q: 3 clusters Score -1416273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1416275.375000 Penalty: 4758.844727
	Iteration 56Q: 3 clusters Score -1416275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1416277.750000 Penalty: 4758.844727
	Iteration 57Q: 3 clusters Score -1416278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1416280.750000 Penalty: 4758.844727
	Iteration 58Q: 3 clusters Score -1416281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1416280.875000 Penalty: 4758.844727
	Iteration 59Q: 3 clusters Score -1416281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1416283.000000 Penalty: 4758.844727
	Iteration 60F: 3 clusters Score -1416283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1416280.000000 Penalty: 4758.844727
	Iteration 61Q: 3 clusters Score -1416280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1416284.000000 Penalty: 4758.844727
	Iteration 62Q: 3 clusters Score -1416284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1416284.000000 Penalty: 4758.844727
	Iteration 63Q: 3 clusters Score -1416284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1416286.125000 Penalty: 4758.844727
	Iteration 64Q: 3 clusters Score -1416286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1416288.125000 Penalty: 4758.844727
	Iteration 65Q: 3 clusters Score -1416288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1416286.750000 Penalty: 4758.844727
	Iteration 66Q: 3 clusters Score -1416287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1416286.750000 Penalty: 4758.844727
	Iteration 67F: 3 clusters Score -1416287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Entering Unmasked Estep 
Score: -110137.375000 Penalty: 1712.626831
	Iteration 0F: 2 clusters Score -110137.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -108199.375000 Penalty: 3425.253662
	Iteration 0F: 3 clusters Score -108199.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -108455.257812 Penalty: 3425.253662
	Iteration 1F: 3 clusters Score -108455.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -108514.039062 Penalty: 3425.253662
	Iteration 2F: 3 clusters Score -108514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -108544.289062 Penalty: 3425.253662
	Iteration 3Q: 3 clusters Score -108544.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -108559.734375 Penalty: 3425.253662
	Iteration 4Q: 3 clusters Score -108559.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -108564.500000 Penalty: 3425.253662
	Iteration 5Q: 3 clusters Score -108564.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -108567.820312 Penalty: 3425.253662
	Iteration 6Q: 3 clusters Score -108567.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -108573.351562 Penalty: 3425.253662
	Iteration 7Q: 3 clusters Score -108573.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -108579.406250 Penalty: 3425.253662
	Iteration 8Q: 3 clusters Score -108579.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -108596.695312 Penalty: 3425.253662
	Iteration 9Q: 3 clusters Score -108596.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -108606.875000 Penalty: 3425.253662
	Iteration 10Q: 3 clusters Score -108606.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -108617.570312 Penalty: 3425.253662
	Iteration 11Q: 3 clusters Score -108617.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -108623.257812 Penalty: 3425.253662
	Iteration 12Q: 3 clusters Score -108623.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -108624.390625 Penalty: 3425.253662
	Iteration 13Q: 3 clusters Score -108624.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -108624.390625 Penalty: 3425.253662
	Iteration 14F: 3 clusters Score -108624.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Entering Unmasked Estep 
Score: -959065.937500 Penalty: 2256.542480
	Iteration 0F: 2 clusters Score -959065.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -952087.562500 Penalty: 4513.084961
	Iteration 0F: 3 clusters Score -952087.6 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -954033.125000 Penalty: 4513.084961
	Iteration 1F: 3 clusters Score -954033.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -954309.187500 Penalty: 4513.084961
	Iteration 2F: 3 clusters Score -954309.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -954534.062500 Penalty: 4513.084961
	Iteration 3F: 3 clusters Score -954534.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -954736.250000 Penalty: 4513.084961
	Iteration 4Q: 3 clusters Score -954736.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -954934.437500 Penalty: 4513.084961
	Iteration 5Q: 3 clusters Score -954934.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -955149.250000 Penalty: 4513.084961
	Iteration 6Q: 3 clusters Score -955149.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -955381.875000 Penalty: 4513.084961
	Iteration 7Q: 3 clusters Score -955381.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -955621.187500 Penalty: 4513.084961
	Iteration 8Q: 3 clusters Score -955621.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -955874.062500 Penalty: 4513.084961
	Iteration 9Q: 3 clusters Score -955874.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -956077.000000 Penalty: 4513.084961
	Iteration 10Q: 3 clusters Score -956077 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -956273.625000 Penalty: 4513.084961
	Iteration 11Q: 3 clusters Score -956273.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -956484.375000 Penalty: 4513.084961
	Iteration 12Q: 3 clusters Score -956484.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -956645.687500 Penalty: 4513.084961
	Iteration 13Q: 3 clusters Score -956645.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -956789.375000 Penalty: 4513.084961
	Iteration 14Q: 3 clusters Score -956789.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -956922.812500 Penalty: 4513.084961
	Iteration 15Q: 3 clusters Score -956922.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -957050.625000 Penalty: 4513.084961
	Iteration 16Q: 3 clusters Score -957050.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -957137.562500 Penalty: 4513.084961
	Iteration 17Q: 3 clusters Score -957137.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -957200.500000 Penalty: 4513.084961
	Iteration 18Q: 3 clusters Score -957200.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -957250.375000 Penalty: 4513.084961
	Iteration 19Q: 3 clusters Score -957250.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -957276.875000 Penalty: 4513.084961
	Iteration 20F: 3 clusters Score -957276.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -957307.187500 Penalty: 4513.084961
	Iteration 21Q: 3 clusters Score -957307.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -957333.687500 Penalty: 4513.084961
	Iteration 22Q: 3 clusters Score -957333.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -957356.062500 Penalty: 4513.084961
	Iteration 23Q: 3 clusters Score -957356.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -957372.000000 Penalty: 4513.084961
	Iteration 24Q: 3 clusters Score -957372 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -957382.437500 Penalty: 4513.084961
	Iteration 25Q: 3 clusters Score -957382.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -957392.562500 Penalty: 4513.084961
	Iteration 26Q: 3 clusters Score -957392.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -957397.937500 Penalty: 4513.084961
	Iteration 27Q: 3 clusters Score -957397.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -957400.375000 Penalty: 4513.084961
	Iteration 28Q: 3 clusters Score -957400.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -957402.062500 Penalty: 4513.084961
	Iteration 29Q: 3 clusters Score -957402.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -957408.125000 Penalty: 4513.084961
	Iteration 30Q: 3 clusters Score -957408.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -957412.625000 Penalty: 4513.084961
	Iteration 31Q: 3 clusters Score -957412.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -957412.312500 Penalty: 4513.084961
	Iteration 32Q: 3 clusters Score -957412.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -957413.687500 Penalty: 4513.084961
	Iteration 33Q: 3 clusters Score -957413.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -957412.750000 Penalty: 4513.084961
	Iteration 34Q: 3 clusters Score -957412.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -957414.375000 Penalty: 4513.084961
	Iteration 35Q: 3 clusters Score -957414.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -957418.625000 Penalty: 4513.084961
	Iteration 36Q: 3 clusters Score -957418.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -957415.187500 Penalty: 4513.084961
	Iteration 37Q: 3 clusters Score -957415.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -957415.625000 Penalty: 4513.084961
	Iteration 38Q: 3 clusters Score -957415.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -957416.875000 Penalty: 4513.084961
	Iteration 39Q: 3 clusters Score -957416.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -957418.875000 Penalty: 4513.084961
	Iteration 40F: 3 clusters Score -957418.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Entering Unmasked Estep 
Score: -98833.593750 Penalty: 1710.630859
	Iteration 0F: 2 clusters Score -98833.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -96918.171875 Penalty: 3421.261719
	Iteration 0F: 3 clusters Score -96918.17 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -97208.820312 Penalty: 3421.261719
	Iteration 1F: 3 clusters Score -97208.82 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -97315.539062 Penalty: 3421.261719
	Iteration 2F: 3 clusters Score -97315.54 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -97363.789062 Penalty: 3421.261719
	Iteration 3Q: 3 clusters Score -97363.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -97388.750000 Penalty: 3421.261719
	Iteration 4Q: 3 clusters Score -97388.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -97408.226562 Penalty: 3421.261719
	Iteration 5Q: 3 clusters Score -97408.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -97419.968750 Penalty: 3421.261719
	Iteration 6Q: 3 clusters Score -97419.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -97426.507812 Penalty: 3421.261719
	Iteration 7Q: 3 clusters Score -97426.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -97429.296875 Penalty: 3421.261719
	Iteration 8Q: 3 clusters Score -97429.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -97431.695312 Penalty: 3421.261719
	Iteration 9Q: 3 clusters Score -97431.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -97432.648438 Penalty: 3421.261719
	Iteration 10Q: 3 clusters Score -97432.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -97437.562500 Penalty: 3421.261719
	Iteration 11Q: 3 clusters Score -97437.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -97441.726562 Penalty: 3421.261719
	Iteration 12Q: 3 clusters Score -97441.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -97443.445312 Penalty: 3421.261719
	Iteration 13Q: 3 clusters Score -97443.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -97444.039062 Penalty: 3421.261719
	Iteration 14Q: 3 clusters Score -97444.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -97444.039062 Penalty: 3421.261719
	Iteration 15F: 3 clusters Score -97444.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -75359.398438 Penalty: 1649.269165
	Iteration 0F: 2 clusters Score -75359.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -73584.070312 Penalty: 3298.538330
	Iteration 0F: 3 clusters Score -73584.07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -73804.890625 Penalty: 3298.538330
	Iteration 1F: 3 clusters Score -73804.89 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -73894.453125 Penalty: 3298.538330
	Iteration 2F: 3 clusters Score -73894.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -73951.718750 Penalty: 3298.538330
	Iteration 3Q: 3 clusters Score -73951.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -74005.523438 Penalty: 3298.538330
	Iteration 4Q: 3 clusters Score -74005.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -74049.398438 Penalty: 3298.538330
	Iteration 5Q: 3 clusters Score -74049.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -74079.609375 Penalty: 3298.538330
	Iteration 6Q: 3 clusters Score -74079.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -74098.343750 Penalty: 3298.538330
	Iteration 7Q: 3 clusters Score -74098.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -74112.445312 Penalty: 3298.538330
	Iteration 8Q: 3 clusters Score -74112.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -74121.156250 Penalty: 3298.538330
	Iteration 9Q: 3 clusters Score -74121.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -74141.648438 Penalty: 3298.538330
	Iteration 10Q: 3 clusters Score -74141.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -74156.828125 Penalty: 3298.538330
	Iteration 11Q: 3 clusters Score -74156.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -74163.328125 Penalty: 3298.538330
	Iteration 12Q: 3 clusters Score -74163.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -74172.460938 Penalty: 3298.538330
	Iteration 13Q: 3 clusters Score -74172.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -74185.296875 Penalty: 3298.538330
	Iteration 14Q: 3 clusters Score -74185.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -74193.484375 Penalty: 3298.538330
	Iteration 15Q: 3 clusters Score -74193.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -74198.914062 Penalty: 3298.538330
	Iteration 16Q: 3 clusters Score -74198.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -74199.664062 Penalty: 3298.538330
	Iteration 17Q: 3 clusters Score -74199.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -74199.664062 Penalty: 3298.538330
	Iteration 18F: 3 clusters Score -74199.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Entering Unmasked Estep 
Score: -685351.937500 Penalty: 2167.603516
	Iteration 0F: 2 clusters Score -685351.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -680033.687500 Penalty: 4335.207031
	Iteration 0F: 3 clusters Score -680033.7 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -681389.875000 Penalty: 4335.207031
	Iteration 1F: 3 clusters Score -681389.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -681628.250000 Penalty: 4335.207031
	Iteration 2F: 3 clusters Score -681628.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -681766.937500 Penalty: 4335.207031
	Iteration 3Q: 3 clusters Score -681766.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -681863.687500 Penalty: 4335.207031
	Iteration 4Q: 3 clusters Score -681863.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -681928.500000 Penalty: 4335.207031
	Iteration 5Q: 3 clusters Score -681928.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -681979.812500 Penalty: 4335.207031
	Iteration 6Q: 3 clusters Score -681979.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -682019.062500 Penalty: 4335.207031
	Iteration 7Q: 3 clusters Score -682019.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -682048.750000 Penalty: 4335.207031
	Iteration 8Q: 3 clusters Score -682048.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -682078.875000 Penalty: 4335.207031
	Iteration 9Q: 3 clusters Score -682078.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -682115.250000 Penalty: 4335.207031
	Iteration 10Q: 3 clusters Score -682115.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -682145.937500 Penalty: 4335.207031
	Iteration 11Q: 3 clusters Score -682145.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -682168.312500 Penalty: 4335.207031
	Iteration 12Q: 3 clusters Score -682168.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -682196.562500 Penalty: 4335.207031
	Iteration 13Q: 3 clusters Score -682196.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -682221.000000 Penalty: 4335.207031
	Iteration 14Q: 3 clusters Score -682221 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -682244.500000 Penalty: 4335.207031
	Iteration 15Q: 3 clusters Score -682244.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -682266.312500 Penalty: 4335.207031
	Iteration 16Q: 3 clusters Score -682266.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -682284.500000 Penalty: 4335.207031
	Iteration 17Q: 3 clusters Score -682284.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -682300.937500 Penalty: 4335.207031
	Iteration 18Q: 3 clusters Score -682300.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -682317.750000 Penalty: 4335.207031
	Iteration 19Q: 3 clusters Score -682317.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -682328.937500 Penalty: 4335.207031
	Iteration 20F: 3 clusters Score -682328.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -682342.812500 Penalty: 4335.207031
	Iteration 21Q: 3 clusters Score -682342.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -682359.687500 Penalty: 4335.207031
	Iteration 22Q: 3 clusters Score -682359.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -682386.500000 Penalty: 4335.207031
	Iteration 23Q: 3 clusters Score -682386.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -682412.562500 Penalty: 4335.207031
	Iteration 24Q: 3 clusters Score -682412.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -682445.312500 Penalty: 4335.207031
	Iteration 25Q: 3 clusters Score -682445.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -682486.375000 Penalty: 4335.207031
	Iteration 26Q: 3 clusters Score -682486.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -682529.062500 Penalty: 4335.207031
	Iteration 27Q: 3 clusters Score -682529.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -682580.812500 Penalty: 4335.207031
	Iteration 28Q: 3 clusters Score -682580.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -682630.437500 Penalty: 4335.207031
	Iteration 29Q: 3 clusters Score -682630.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -682685.750000 Penalty: 4335.207031
	Iteration 30Q: 3 clusters Score -682685.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -682737.750000 Penalty: 4335.207031
	Iteration 31Q: 3 clusters Score -682737.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -682789.312500 Penalty: 4335.207031
	Iteration 32Q: 3 clusters Score -682789.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -682831.750000 Penalty: 4335.207031
	Iteration 33Q: 3 clusters Score -682831.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -682872.125000 Penalty: 4335.207031
	Iteration 34Q: 3 clusters Score -682872.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -682921.750000 Penalty: 4335.207031
	Iteration 35Q: 3 clusters Score -682921.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -682965.875000 Penalty: 4335.207031
	Iteration 36Q: 3 clusters Score -682965.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -683017.125000 Penalty: 4335.207031
	Iteration 37Q: 3 clusters Score -683017.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -683061.625000 Penalty: 4335.207031
	Iteration 38Q: 3 clusters Score -683061.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -683096.750000 Penalty: 4335.207031
	Iteration 39Q: 3 clusters Score -683096.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -683131.375000 Penalty: 4335.207031
	Iteration 40F: 3 clusters Score -683131.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -683168.750000 Penalty: 4335.207031
	Iteration 41Q: 3 clusters Score -683168.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -683192.187500 Penalty: 4335.207031
	Iteration 42Q: 3 clusters Score -683192.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -683211.937500 Penalty: 4335.207031
	Iteration 43Q: 3 clusters Score -683211.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -683237.000000 Penalty: 4335.207031
	Iteration 44Q: 3 clusters Score -683237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -683254.500000 Penalty: 4335.207031
	Iteration 45Q: 3 clusters Score -683254.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -683272.187500 Penalty: 4335.207031
	Iteration 46Q: 3 clusters Score -683272.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -683293.625000 Penalty: 4335.207031
	Iteration 47Q: 3 clusters Score -683293.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -683301.375000 Penalty: 4335.207031
	Iteration 48Q: 3 clusters Score -683301.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -683311.375000 Penalty: 4335.207031
	Iteration 49Q: 3 clusters Score -683311.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -683322.562500 Penalty: 4335.207031
	Iteration 50Q: 3 clusters Score -683322.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -683334.562500 Penalty: 4335.207031
	Iteration 51Q: 3 clusters Score -683334.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -683351.250000 Penalty: 4335.207031
	Iteration 52Q: 3 clusters Score -683351.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -683365.375000 Penalty: 4335.207031
	Iteration 53Q: 3 clusters Score -683365.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -683375.562500 Penalty: 4335.207031
	Iteration 54Q: 3 clusters Score -683375.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -683383.125000 Penalty: 4335.207031
	Iteration 55Q: 3 clusters Score -683383.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -683385.625000 Penalty: 4335.207031
	Iteration 56Q: 3 clusters Score -683385.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -683390.750000 Penalty: 4335.207031
	Iteration 57Q: 3 clusters Score -683390.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -683400.812500 Penalty: 4335.207031
	Iteration 58Q: 3 clusters Score -683400.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -683408.562500 Penalty: 4335.207031
	Iteration 59Q: 3 clusters Score -683408.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -683417.375000 Penalty: 4335.207031
	Iteration 60F: 3 clusters Score -683417.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -683420.062500 Penalty: 4335.207031
	Iteration 61Q: 3 clusters Score -683420.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -683426.875000 Penalty: 4335.207031
	Iteration 62Q: 3 clusters Score -683426.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -683432.812500 Penalty: 4335.207031
	Iteration 63Q: 3 clusters Score -683432.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -683435.062500 Penalty: 4335.207031
	Iteration 64Q: 3 clusters Score -683435.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -683435.937500 Penalty: 4335.207031
	Iteration 65Q: 3 clusters Score -683435.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -683437.125000 Penalty: 4335.207031
	Iteration 66Q: 3 clusters Score -683437.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -683436.875000 Penalty: 4335.207031
	Iteration 67Q: 3 clusters Score -683436.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -683437.437500 Penalty: 4335.207031
	Iteration 68Q: 3 clusters Score -683437.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -683438.937500 Penalty: 4335.207031
	Iteration 69Q: 3 clusters Score -683438.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -683438.375000 Penalty: 4335.207031
	Iteration 70Q: 3 clusters Score -683438.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -683440.125000 Penalty: 4335.207031
	Iteration 71Q: 3 clusters Score -683440.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -683440.125000 Penalty: 4335.207031
	Iteration 72F: 3 clusters Score -683440.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Entering Unmasked Estep 
Score: -1691529.625000 Penalty: 2422.168457
	Iteration 0F: 2 clusters Score -1691530 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 8841 members 
Entering Unmasked Estep 
Score: -1679198.750000 Penalty: 4844.336914
	Iteration 0F: 3 clusters Score -1679199 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1683461.125000 Penalty: 4844.336914
	Iteration 1F: 3 clusters Score -1683461 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1684162.375000 Penalty: 4844.336914
	Iteration 2F: 3 clusters Score -1684162 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1684972.125000 Penalty: 4844.336914
	Iteration 3F: 3 clusters Score -1684972 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1685822.750000 Penalty: 4844.336914
	Iteration 4F: 3 clusters Score -1685823 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1686670.250000 Penalty: 4844.336914
	Iteration 5F: 3 clusters Score -1686670 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1687416.625000 Penalty: 4844.336914
	Iteration 6F: 3 clusters Score -1687417 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1687994.250000 Penalty: 4844.336914
	Iteration 7Q: 3 clusters Score -1687994 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1688403.375000 Penalty: 4844.336914
	Iteration 8Q: 3 clusters Score -1688403 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -1688711.000000 Penalty: 4844.336914
	Iteration 9Q: 3 clusters Score -1688711 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -1688935.875000 Penalty: 4844.336914
	Iteration 10Q: 3 clusters Score -1688936 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -1689105.875000 Penalty: 4844.336914
	Iteration 11Q: 3 clusters Score -1689106 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -1689249.625000 Penalty: 4844.336914
	Iteration 12Q: 3 clusters Score -1689250 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -1689360.875000 Penalty: 4844.336914
	Iteration 13Q: 3 clusters Score -1689361 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -1689427.000000 Penalty: 4844.336914
	Iteration 14Q: 3 clusters Score -1689427 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -1689484.750000 Penalty: 4844.336914
	Iteration 15Q: 3 clusters Score -1689485 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -1689519.875000 Penalty: 4844.336914
	Iteration 16Q: 3 clusters Score -1689520 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -1689555.375000 Penalty: 4844.336914
	Iteration 17Q: 3 clusters Score -1689555 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -1689587.500000 Penalty: 4844.336914
	Iteration 18Q: 3 clusters Score -1689588 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -1689618.625000 Penalty: 4844.336914
	Iteration 19Q: 3 clusters Score -1689619 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -1689648.625000 Penalty: 4844.336914
	Iteration 20F: 3 clusters Score -1689649 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -1689676.625000 Penalty: 4844.336914
	Iteration 21Q: 3 clusters Score -1689677 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -1689687.000000 Penalty: 4844.336914
	Iteration 22Q: 3 clusters Score -1689687 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -1689697.000000 Penalty: 4844.336914
	Iteration 23Q: 3 clusters Score -1689697 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -1689708.250000 Penalty: 4844.336914
	Iteration 24Q: 3 clusters Score -1689708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -1689716.500000 Penalty: 4844.336914
	Iteration 25Q: 3 clusters Score -1689716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -1689725.000000 Penalty: 4844.336914
	Iteration 26Q: 3 clusters Score -1689725 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -1689732.375000 Penalty: 4844.336914
	Iteration 27Q: 3 clusters Score -1689732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -1689737.625000 Penalty: 4844.336914
	Iteration 28Q: 3 clusters Score -1689738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -1689744.875000 Penalty: 4844.336914
	Iteration 29Q: 3 clusters Score -1689745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -1689754.000000 Penalty: 4844.336914
	Iteration 30Q: 3 clusters Score -1689754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -1689759.250000 Penalty: 4844.336914
	Iteration 31Q: 3 clusters Score -1689759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -1689766.375000 Penalty: 4844.336914
	Iteration 32Q: 3 clusters Score -1689766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -1689773.875000 Penalty: 4844.336914
	Iteration 33Q: 3 clusters Score -1689774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -1689782.875000 Penalty: 4844.336914
	Iteration 34Q: 3 clusters Score -1689783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -1689786.500000 Penalty: 4844.336914
	Iteration 35Q: 3 clusters Score -1689786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -1689791.375000 Penalty: 4844.336914
	Iteration 36Q: 3 clusters Score -1689791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -1689796.250000 Penalty: 4844.336914
	Iteration 37Q: 3 clusters Score -1689796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -1689798.500000 Penalty: 4844.336914
	Iteration 38Q: 3 clusters Score -1689798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -1689805.000000 Penalty: 4844.336914
	Iteration 39Q: 3 clusters Score -1689805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -1689804.625000 Penalty: 4844.336914
	Iteration 40F: 3 clusters Score -1689805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -1689805.875000 Penalty: 4844.336914
	Iteration 41Q: 3 clusters Score -1689806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -1689805.875000 Penalty: 4844.336914
	Iteration 42F: 3 clusters Score -1689806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Entering Unmasked Estep 
Score: -179340.187500 Penalty: 1833.986694
	Iteration 0F: 2 clusters Score -179340.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -176943.468750 Penalty: 3667.973389
	Iteration 0F: 3 clusters Score -176943.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -177291.500000 Penalty: 3667.973389
	Iteration 1F: 3 clusters Score -177291.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -177384.046875 Penalty: 3667.973389
	Iteration 2F: 3 clusters Score -177384 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -177428.250000 Penalty: 3667.973389
	Iteration 3Q: 3 clusters Score -177428.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -177456.312500 Penalty: 3667.973389
	Iteration 4Q: 3 clusters Score -177456.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -177473.406250 Penalty: 3667.973389
	Iteration 5Q: 3 clusters Score -177473.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -177484.453125 Penalty: 3667.973389
	Iteration 6Q: 3 clusters Score -177484.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -177493.671875 Penalty: 3667.973389
	Iteration 7Q: 3 clusters Score -177493.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -177502.093750 Penalty: 3667.973389
	Iteration 8Q: 3 clusters Score -177502.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -177509.828125 Penalty: 3667.973389
	Iteration 9Q: 3 clusters Score -177509.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -177513.984375 Penalty: 3667.973389
	Iteration 10Q: 3 clusters Score -177514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -177517.296875 Penalty: 3667.973389
	Iteration 11Q: 3 clusters Score -177517.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -177518.359375 Penalty: 3667.973389
	Iteration 12Q: 3 clusters Score -177518.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -177519.312500 Penalty: 3667.973389
	Iteration 13Q: 3 clusters Score -177519.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -177520.453125 Penalty: 3667.973389
	Iteration 14Q: 3 clusters Score -177520.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -177521.031250 Penalty: 3667.973389
	Iteration 15Q: 3 clusters Score -177521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -177521.031250 Penalty: 3667.973389
	Iteration 16F: 3 clusters Score -177521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Entering Unmasked Estep 
Score: -3393566.750000 Penalty: 2588.396484
	Iteration 0F: 2 clusters Score -3393567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -3370357.500000 Penalty: 5176.792969
	Iteration 0F: 3 clusters Score -3370358 nChanged 15575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -3379517.750000 Penalty: 5176.792969
	Iteration 1F: 3 clusters Score -3379518 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -3380482.000000 Penalty: 5176.792969
	Iteration 2F: 3 clusters Score -3380482 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -3381469.250000 Penalty: 5176.792969
	Iteration 3F: 3 clusters Score -3381469 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -3382426.250000 Penalty: 5176.792969
	Iteration 4F: 3 clusters Score -3382426 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -3383416.000000 Penalty: 5176.792969
	Iteration 5F: 3 clusters Score -3383416 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -3384492.750000 Penalty: 5176.792969
	Iteration 6F: 3 clusters Score -3384493 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -3385579.250000 Penalty: 5176.792969
	Iteration 7F: 3 clusters Score -3385579 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -3386562.500000 Penalty: 5176.792969
	Iteration 8Q: 3 clusters Score -3386562 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -3387438.750000 Penalty: 5176.792969
	Iteration 9Q: 3 clusters Score -3387439 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -3388154.750000 Penalty: 5176.792969
	Iteration 10Q: 3 clusters Score -3388155 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -3388684.500000 Penalty: 5176.792969
	Iteration 11Q: 3 clusters Score -3388684 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -3389089.750000 Penalty: 5176.792969
	Iteration 12Q: 3 clusters Score -3389090 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -3389389.500000 Penalty: 5176.792969
	Iteration 13Q: 3 clusters Score -3389390 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -3389623.500000 Penalty: 5176.792969
	Iteration 14Q: 3 clusters Score -3389624 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -3389824.000000 Penalty: 5176.792969
	Iteration 15Q: 3 clusters Score -3389824 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -3390000.250000 Penalty: 5176.792969
	Iteration 16Q: 3 clusters Score -3390000 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -3390184.750000 Penalty: 5176.792969
	Iteration 17Q: 3 clusters Score -3390185 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -3390392.000000 Penalty: 5176.792969
	Iteration 18Q: 3 clusters Score -3390392 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -3390585.000000 Penalty: 5176.792969
	Iteration 19Q: 3 clusters Score -3390585 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -3390773.250000 Penalty: 5176.792969
	Iteration 20F: 3 clusters Score -3390773 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -3390939.000000 Penalty: 5176.792969
	Iteration 21Q: 3 clusters Score -3390939 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -3391083.750000 Penalty: 5176.792969
	Iteration 22Q: 3 clusters Score -3391084 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -3391221.250000 Penalty: 5176.792969
	Iteration 23Q: 3 clusters Score -3391221 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -3391351.750000 Penalty: 5176.792969
	Iteration 24Q: 3 clusters Score -3391352 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -3391437.250000 Penalty: 5176.792969
	Iteration 25Q: 3 clusters Score -3391437 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -3391495.750000 Penalty: 5176.792969
	Iteration 26Q: 3 clusters Score -3391496 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -3391575.000000 Penalty: 5176.792969
	Iteration 27Q: 3 clusters Score -3391575 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -3391613.500000 Penalty: 5176.792969
	Iteration 28Q: 3 clusters Score -3391614 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -3391670.000000 Penalty: 5176.792969
	Iteration 29Q: 3 clusters Score -3391670 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -3391703.750000 Penalty: 5176.792969
	Iteration 30Q: 3 clusters Score -3391704 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -3391728.000000 Penalty: 5176.792969
	Iteration 31Q: 3 clusters Score -3391728 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -3391747.500000 Penalty: 5176.792969
	Iteration 32Q: 3 clusters Score -3391748 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -3391749.250000 Penalty: 5176.792969
	Iteration 33Q: 3 clusters Score -3391749 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -3391764.500000 Penalty: 5176.792969
	Iteration 34Q: 3 clusters Score -3391764 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -3391769.750000 Penalty: 5176.792969
	Iteration 35Q: 3 clusters Score -3391770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -3391775.750000 Penalty: 5176.792969
	Iteration 36Q: 3 clusters Score -3391776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -3391779.000000 Penalty: 5176.792969
	Iteration 37Q: 3 clusters Score -3391779 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -3391783.500000 Penalty: 5176.792969
	Iteration 38Q: 3 clusters Score -3391784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -3391792.250000 Penalty: 5176.792969
	Iteration 39Q: 3 clusters Score -3391792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -3391799.000000 Penalty: 5176.792969
	Iteration 40F: 3 clusters Score -3391799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -3391804.250000 Penalty: 5176.792969
	Iteration 41Q: 3 clusters Score -3391804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -3391803.750000 Penalty: 5176.792969
	Iteration 42Q: 3 clusters Score -3391804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -3391808.500000 Penalty: 5176.792969
	Iteration 43Q: 3 clusters Score -3391808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -3391814.500000 Penalty: 5176.792969
	Iteration 44Q: 3 clusters Score -3391814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -3391817.250000 Penalty: 5176.792969
	Iteration 45Q: 3 clusters Score -3391817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -3391817.000000 Penalty: 5176.792969
	Iteration 46Q: 3 clusters Score -3391817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -3391821.000000 Penalty: 5176.792969
	Iteration 47Q: 3 clusters Score -3391821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -3391823.000000 Penalty: 5176.792969
	Iteration 48Q: 3 clusters Score -3391823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -3391826.250000 Penalty: 5176.792969
	Iteration 49Q: 3 clusters Score -3391826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -3391830.500000 Penalty: 5176.792969
	Iteration 50Q: 3 clusters Score -3391830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -3391826.250000 Penalty: 5176.792969
	Iteration 51Q: 3 clusters Score -3391826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -3391829.250000 Penalty: 5176.792969
	Iteration 52Q: 3 clusters Score -3391829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -3391827.000000 Penalty: 5176.792969
	Iteration 53Q: 3 clusters Score -3391827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -3391827.500000 Penalty: 5176.792969
	Iteration 54Q: 3 clusters Score -3391828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -3391831.500000 Penalty: 5176.792969
	Iteration 55Q: 3 clusters Score -3391832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -3391834.250000 Penalty: 5176.792969
	Iteration 56Q: 3 clusters Score -3391834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -3391834.250000 Penalty: 5176.792969
	Iteration 57Q: 3 clusters Score -3391834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -3391831.750000 Penalty: 5176.792969
	Iteration 58Q: 3 clusters Score -3391832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -3391832.500000 Penalty: 5176.792969
	Iteration 59Q: 3 clusters Score -3391832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -3391831.000000 Penalty: 5176.792969
	Iteration 60F: 3 clusters Score -3391831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -3391834.750000 Penalty: 5176.792969
	Iteration 61Q: 3 clusters Score -3391835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -3391834.750000 Penalty: 5176.792969
	Iteration 62Q: 3 clusters Score -3391835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -3391833.000000 Penalty: 5176.792969
	Iteration 63Q: 3 clusters Score -3391833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -3391830.250000 Penalty: 5176.792969
	Iteration 64Q: 3 clusters Score -3391830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -3391835.000000 Penalty: 5176.792969
	Iteration 65Q: 3 clusters Score -3391835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -3391835.750000 Penalty: 5176.792969
	Iteration 66Q: 3 clusters Score -3391836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -3391836.250000 Penalty: 5176.792969
	Iteration 67Q: 3 clusters Score -3391836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -3391838.250000 Penalty: 5176.792969
	Iteration 68Q: 3 clusters Score -3391838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -3391836.000000 Penalty: 5176.792969
	Iteration 69Q: 3 clusters Score -3391836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -3391836.000000 Penalty: 5176.792969
	Iteration 70F: 3 clusters Score -3391836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Entering Unmasked Estep 
Score: -539870.062500 Penalty: 2107.759277
	Iteration 0F: 2 clusters Score -539870.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -535452.312500 Penalty: 4215.518555
	Iteration 0F: 3 clusters Score -535452.3 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -536482.375000 Penalty: 4215.518555
	Iteration 1F: 3 clusters Score -536482.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -536684.875000 Penalty: 4215.518555
	Iteration 2F: 3 clusters Score -536684.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -536825.812500 Penalty: 4215.518555
	Iteration 3F: 3 clusters Score -536825.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -536948.625000 Penalty: 4215.518555
	Iteration 4Q: 3 clusters Score -536948.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -537065.937500 Penalty: 4215.518555
	Iteration 5Q: 3 clusters Score -537065.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -537205.500000 Penalty: 4215.518555
	Iteration 6Q: 3 clusters Score -537205.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -537335.937500 Penalty: 4215.518555
	Iteration 7Q: 3 clusters Score -537335.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -537437.812500 Penalty: 4215.518555
	Iteration 8Q: 3 clusters Score -537437.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -537524.375000 Penalty: 4215.518555
	Iteration 9Q: 3 clusters Score -537524.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -537599.312500 Penalty: 4215.518555
	Iteration 10Q: 3 clusters Score -537599.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -537662.375000 Penalty: 4215.518555
	Iteration 11Q: 3 clusters Score -537662.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -537712.187500 Penalty: 4215.518555
	Iteration 12Q: 3 clusters Score -537712.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -537754.500000 Penalty: 4215.518555
	Iteration 13Q: 3 clusters Score -537754.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -537799.000000 Penalty: 4215.518555
	Iteration 14Q: 3 clusters Score -537799 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -537840.375000 Penalty: 4215.518555
	Iteration 15Q: 3 clusters Score -537840.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -537864.500000 Penalty: 4215.518555
	Iteration 16Q: 3 clusters Score -537864.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -537890.562500 Penalty: 4215.518555
	Iteration 17Q: 3 clusters Score -537890.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -537911.375000 Penalty: 4215.518555
	Iteration 18Q: 3 clusters Score -537911.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -537929.187500 Penalty: 4215.518555
	Iteration 19Q: 3 clusters Score -537929.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -537941.750000 Penalty: 4215.518555
	Iteration 20F: 3 clusters Score -537941.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -537953.562500 Penalty: 4215.518555
	Iteration 21Q: 3 clusters Score -537953.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -537962.500000 Penalty: 4215.518555
	Iteration 22Q: 3 clusters Score -537962.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -537971.937500 Penalty: 4215.518555
	Iteration 23Q: 3 clusters Score -537971.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -537976.812500 Penalty: 4215.518555
	Iteration 24Q: 3 clusters Score -537976.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -537979.000000 Penalty: 4215.518555
	Iteration 25Q: 3 clusters Score -537979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -537982.687500 Penalty: 4215.518555
	Iteration 26Q: 3 clusters Score -537982.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -537987.062500 Penalty: 4215.518555
	Iteration 27Q: 3 clusters Score -537987.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -537992.812500 Penalty: 4215.518555
	Iteration 28Q: 3 clusters Score -537992.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -537994.937500 Penalty: 4215.518555
	Iteration 29Q: 3 clusters Score -537994.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -537997.625000 Penalty: 4215.518555
	Iteration 30Q: 3 clusters Score -537997.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -537998.187500 Penalty: 4215.518555
	Iteration 31Q: 3 clusters Score -537998.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -537999.750000 Penalty: 4215.518555
	Iteration 32Q: 3 clusters Score -537999.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -537999.750000 Penalty: 4215.518555
	Iteration 33F: 3 clusters Score -537999.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Entering Unmasked Estep 
Score: -185224.609375 Penalty: 1941.551025
	Iteration 0F: 2 clusters Score -185224.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -182278.250000 Penalty: 3883.102051
	Iteration 0F: 3 clusters Score -182278.2 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -182944.343750 Penalty: 3883.102051
	Iteration 1F: 3 clusters Score -182944.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -183186.171875 Penalty: 3883.102051
	Iteration 2F: 3 clusters Score -183186.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -183405.437500 Penalty: 3883.102051
	Iteration 3F: 3 clusters Score -183405.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -183552.281250 Penalty: 3883.102051
	Iteration 4Q: 3 clusters Score -183552.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -183642.625000 Penalty: 3883.102051
	Iteration 5Q: 3 clusters Score -183642.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -183730.468750 Penalty: 3883.102051
	Iteration 6Q: 3 clusters Score -183730.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -183815.312500 Penalty: 3883.102051
	Iteration 7Q: 3 clusters Score -183815.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -183863.843750 Penalty: 3883.102051
	Iteration 8Q: 3 clusters Score -183863.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -183898.750000 Penalty: 3883.102051
	Iteration 9Q: 3 clusters Score -183898.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -183941.718750 Penalty: 3883.102051
	Iteration 10Q: 3 clusters Score -183941.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -183984.468750 Penalty: 3883.102051
	Iteration 11Q: 3 clusters Score -183984.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -184018.937500 Penalty: 3883.102051
	Iteration 12Q: 3 clusters Score -184018.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -184045.015625 Penalty: 3883.102051
	Iteration 13Q: 3 clusters Score -184045 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -184065.281250 Penalty: 3883.102051
	Iteration 14Q: 3 clusters Score -184065.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -184082.937500 Penalty: 3883.102051
	Iteration 15Q: 3 clusters Score -184082.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -184104.640625 Penalty: 3883.102051
	Iteration 16Q: 3 clusters Score -184104.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -184136.953125 Penalty: 3883.102051
	Iteration 17Q: 3 clusters Score -184137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -184157.703125 Penalty: 3883.102051
	Iteration 18Q: 3 clusters Score -184157.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -184172.578125 Penalty: 3883.102051
	Iteration 19Q: 3 clusters Score -184172.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -184179.218750 Penalty: 3883.102051
	Iteration 20F: 3 clusters Score -184179.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -184188.703125 Penalty: 3883.102051
	Iteration 21Q: 3 clusters Score -184188.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -184194.140625 Penalty: 3883.102051
	Iteration 22Q: 3 clusters Score -184194.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -184202.140625 Penalty: 3883.102051
	Iteration 23Q: 3 clusters Score -184202.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -184209.109375 Penalty: 3883.102051
	Iteration 24Q: 3 clusters Score -184209.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -184222.343750 Penalty: 3883.102051
	Iteration 25Q: 3 clusters Score -184222.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -184230.828125 Penalty: 3883.102051
	Iteration 26Q: 3 clusters Score -184230.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -184240.843750 Penalty: 3883.102051
	Iteration 27Q: 3 clusters Score -184240.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -184246.609375 Penalty: 3883.102051
	Iteration 28Q: 3 clusters Score -184246.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -184249.687500 Penalty: 3883.102051
	Iteration 29Q: 3 clusters Score -184249.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -184252.828125 Penalty: 3883.102051
	Iteration 30Q: 3 clusters Score -184252.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -184252.828125 Penalty: 3883.102051
	Iteration 31F: 3 clusters Score -184252.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -22268.267578 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -22268.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21022.187500 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -21022.19 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21180.074219 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -21180.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21202.167969 Penalty: 2856.415283
	Iteration 2Q: 3 clusters Score -21202.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21230.156250 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -21230.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21237.429688 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -21237.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21241.220703 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -21241.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21241.220703 Penalty: 2856.415283
	Iteration 6F: 3 clusters Score -21241.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Entering Unmasked Estep 
Score: -3239614.000000 Penalty: 2553.257812
	Iteration 0F: 2 clusters Score -3239614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -3219230.250000 Penalty: 5106.515625
	Iteration 0F: 3 clusters Score -3219230 nChanged 13355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -3226468.000000 Penalty: 5106.515625
	Iteration 1F: 3 clusters Score -3226468 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -3227037.750000 Penalty: 5106.515625
	Iteration 2F: 3 clusters Score -3227038 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -3227659.000000 Penalty: 5106.515625
	Iteration 3Q: 3 clusters Score -3227659 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -3228380.500000 Penalty: 5106.515625
	Iteration 4F: 3 clusters Score -3228380 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -3229280.500000 Penalty: 5106.515625
	Iteration 5F: 3 clusters Score -3229280 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -3230308.500000 Penalty: 5106.515625
	Iteration 6F: 3 clusters Score -3230308 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -3231292.250000 Penalty: 5106.515625
	Iteration 7F: 3 clusters Score -3231292 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -3232260.000000 Penalty: 5106.515625
	Iteration 8F: 3 clusters Score -3232260 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -3233205.250000 Penalty: 5106.515625
	Iteration 9Q: 3 clusters Score -3233205 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -3234019.500000 Penalty: 5106.515625
	Iteration 10Q: 3 clusters Score -3234020 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -3234812.750000 Penalty: 5106.515625
	Iteration 11Q: 3 clusters Score -3234813 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -3235523.000000 Penalty: 5106.515625
	Iteration 12Q: 3 clusters Score -3235523 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -3236039.500000 Penalty: 5106.515625
	Iteration 13Q: 3 clusters Score -3236040 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -3236302.500000 Penalty: 5106.515625
	Iteration 14Q: 3 clusters Score -3236302 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -3236413.750000 Penalty: 5106.515625
	Iteration 15Q: 3 clusters Score -3236414 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -3236517.000000 Penalty: 5106.515625
	Iteration 16Q: 3 clusters Score -3236517 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -3236597.750000 Penalty: 5106.515625
	Iteration 17Q: 3 clusters Score -3236598 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -3236658.000000 Penalty: 5106.515625
	Iteration 18Q: 3 clusters Score -3236658 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -3236696.250000 Penalty: 5106.515625
	Iteration 19Q: 3 clusters Score -3236696 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -3236728.750000 Penalty: 5106.515625
	Iteration 20F: 3 clusters Score -3236729 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -3236747.750000 Penalty: 5106.515625
	Iteration 21Q: 3 clusters Score -3236748 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -3236759.500000 Penalty: 5106.515625
	Iteration 22Q: 3 clusters Score -3236760 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -3236779.500000 Penalty: 5106.515625
	Iteration 23Q: 3 clusters Score -3236780 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -3236796.250000 Penalty: 5106.515625
	Iteration 24Q: 3 clusters Score -3236796 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -3236813.000000 Penalty: 5106.515625
	Iteration 25Q: 3 clusters Score -3236813 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -3236820.500000 Penalty: 5106.515625
	Iteration 26Q: 3 clusters Score -3236820 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -3236838.500000 Penalty: 5106.515625
	Iteration 27Q: 3 clusters Score -3236838 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -3236855.000000 Penalty: 5106.515625
	Iteration 28Q: 3 clusters Score -3236855 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -3236868.500000 Penalty: 5106.515625
	Iteration 29Q: 3 clusters Score -3236868 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -3236879.250000 Penalty: 5106.515625
	Iteration 30Q: 3 clusters Score -3236879 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -3236889.250000 Penalty: 5106.515625
	Iteration 31Q: 3 clusters Score -3236889 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -3236898.750000 Penalty: 5106.515625
	Iteration 32Q: 3 clusters Score -3236899 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -3236899.250000 Penalty: 5106.515625
	Iteration 33Q: 3 clusters Score -3236899 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -3236903.750000 Penalty: 5106.515625
	Iteration 34Q: 3 clusters Score -3236904 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -3236921.000000 Penalty: 5106.515625
	Iteration 35Q: 3 clusters Score -3236921 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -3236937.750000 Penalty: 5106.515625
	Iteration 36Q: 3 clusters Score -3236938 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -3236940.500000 Penalty: 5106.515625
	Iteration 37Q: 3 clusters Score -3236940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -3236948.250000 Penalty: 5106.515625
	Iteration 38Q: 3 clusters Score -3236948 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -3236960.000000 Penalty: 5106.515625
	Iteration 39Q: 3 clusters Score -3236960 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -3236972.750000 Penalty: 5106.515625
	Iteration 40F: 3 clusters Score -3236973 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -3236983.500000 Penalty: 5106.515625
	Iteration 41Q: 3 clusters Score -3236984 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -3236991.750000 Penalty: 5106.515625
	Iteration 42Q: 3 clusters Score -3236992 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -3236992.500000 Penalty: 5106.515625
	Iteration 43Q: 3 clusters Score -3236992 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -3236998.250000 Penalty: 5106.515625
	Iteration 44Q: 3 clusters Score -3236998 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -3237017.500000 Penalty: 5106.515625
	Iteration 45Q: 3 clusters Score -3237018 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -3237040.250000 Penalty: 5106.515625
	Iteration 46Q: 3 clusters Score -3237040 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -3237052.750000 Penalty: 5106.515625
	Iteration 47Q: 3 clusters Score -3237053 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -3237075.250000 Penalty: 5106.515625
	Iteration 48Q: 3 clusters Score -3237075 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -3237116.250000 Penalty: 5106.515625
	Iteration 49Q: 3 clusters Score -3237116 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -3237144.750000 Penalty: 5106.515625
	Iteration 50Q: 3 clusters Score -3237145 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -3237188.500000 Penalty: 5106.515625
	Iteration 51Q: 3 clusters Score -3237188 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -3237224.250000 Penalty: 5106.515625
	Iteration 52Q: 3 clusters Score -3237224 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -3237249.750000 Penalty: 5106.515625
	Iteration 53Q: 3 clusters Score -3237250 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -3237289.250000 Penalty: 5106.515625
	Iteration 54Q: 3 clusters Score -3237289 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -3237320.750000 Penalty: 5106.515625
	Iteration 55Q: 3 clusters Score -3237321 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3237350.250000 Penalty: 5106.515625
	Iteration 56Q: 3 clusters Score -3237350 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -3237381.500000 Penalty: 5106.515625
	Iteration 57Q: 3 clusters Score -3237382 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3237403.250000 Penalty: 5106.515625
	Iteration 58Q: 3 clusters Score -3237403 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3237441.000000 Penalty: 5106.515625
	Iteration 59Q: 3 clusters Score -3237441 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -3237469.750000 Penalty: 5106.515625
	Iteration 60F: 3 clusters Score -3237470 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3237498.750000 Penalty: 5106.515625
	Iteration 61Q: 3 clusters Score -3237499 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3237513.500000 Penalty: 5106.515625
	Iteration 62Q: 3 clusters Score -3237514 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3237535.500000 Penalty: 5106.515625
	Iteration 63Q: 3 clusters Score -3237536 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3237560.750000 Penalty: 5106.515625
	Iteration 64Q: 3 clusters Score -3237561 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3237590.000000 Penalty: 5106.515625
	Iteration 65Q: 3 clusters Score -3237590 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3237603.000000 Penalty: 5106.515625
	Iteration 66Q: 3 clusters Score -3237603 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3237626.750000 Penalty: 5106.515625
	Iteration 67Q: 3 clusters Score -3237627 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3237641.250000 Penalty: 5106.515625
	Iteration 68Q: 3 clusters Score -3237641 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3237651.250000 Penalty: 5106.515625
	Iteration 69Q: 3 clusters Score -3237651 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3237663.500000 Penalty: 5106.515625
	Iteration 70Q: 3 clusters Score -3237664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3237657.500000 Penalty: 5106.515625
	Iteration 71Q: 3 clusters Score -3237658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3237667.500000 Penalty: 5106.515625
	Iteration 72Q: 3 clusters Score -3237668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3237670.750000 Penalty: 5106.515625
	Iteration 73Q: 3 clusters Score -3237671 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3237676.250000 Penalty: 5106.515625
	Iteration 74Q: 3 clusters Score -3237676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3237683.750000 Penalty: 5106.515625
	Iteration 75Q: 3 clusters Score -3237684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3237693.000000 Penalty: 5106.515625
	Iteration 76Q: 3 clusters Score -3237693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3237705.000000 Penalty: 5106.515625
	Iteration 77Q: 3 clusters Score -3237705 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3237711.500000 Penalty: 5106.515625
	Iteration 78Q: 3 clusters Score -3237712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3237719.500000 Penalty: 5106.515625
	Iteration 79Q: 3 clusters Score -3237720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3237730.750000 Penalty: 5106.515625
	Iteration 80F: 3 clusters Score -3237731 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3237733.500000 Penalty: 5106.515625
	Iteration 81Q: 3 clusters Score -3237734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3237735.750000 Penalty: 5106.515625
	Iteration 82Q: 3 clusters Score -3237736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3237738.250000 Penalty: 5106.515625
	Iteration 83Q: 3 clusters Score -3237738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3237739.250000 Penalty: 5106.515625
	Iteration 84Q: 3 clusters Score -3237739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3237739.750000 Penalty: 5106.515625
	Iteration 85Q: 3 clusters Score -3237740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3237744.000000 Penalty: 5106.515625
	Iteration 86Q: 3 clusters Score -3237744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3237742.500000 Penalty: 5106.515625
	Iteration 87Q: 3 clusters Score -3237742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3237745.000000 Penalty: 5106.515625
	Iteration 88Q: 3 clusters Score -3237745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3237749.250000 Penalty: 5106.515625
	Iteration 89Q: 3 clusters Score -3237749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3237755.000000 Penalty: 5106.515625
	Iteration 90Q: 3 clusters Score -3237755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3237755.000000 Penalty: 5106.515625
	Iteration 91Q: 3 clusters Score -3237755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3237758.000000 Penalty: 5106.515625
	Iteration 92Q: 3 clusters Score -3237758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3237754.500000 Penalty: 5106.515625
	Iteration 93Q: 3 clusters Score -3237754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3237755.000000 Penalty: 5106.515625
	Iteration 94Q: 3 clusters Score -3237755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3237755.500000 Penalty: 5106.515625
	Iteration 95Q: 3 clusters Score -3237756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3237756.750000 Penalty: 5106.515625
	Iteration 96Q: 3 clusters Score -3237757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3237761.250000 Penalty: 5106.515625
	Iteration 97Q: 3 clusters Score -3237761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3237762.000000 Penalty: 5106.515625
	Iteration 98Q: 3 clusters Score -3237762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3237764.750000 Penalty: 5106.515625
	Iteration 99Q: 3 clusters Score -3237765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3237763.750000 Penalty: 5106.515625
	Iteration 100F: 3 clusters Score -3237764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3237766.750000 Penalty: 5106.515625
	Iteration 101Q: 3 clusters Score -3237767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3237768.500000 Penalty: 5106.515625
	Iteration 102Q: 3 clusters Score -3237768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3237768.500000 Penalty: 5106.515625
	Iteration 103Q: 3 clusters Score -3237768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3237769.750000 Penalty: 5106.515625
	Iteration 104Q: 3 clusters Score -3237770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3237767.750000 Penalty: 5106.515625
	Iteration 105Q: 3 clusters Score -3237768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3237773.000000 Penalty: 5106.515625
	Iteration 106Q: 3 clusters Score -3237773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3237772.250000 Penalty: 5106.515625
	Iteration 107Q: 3 clusters Score -3237772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3237778.750000 Penalty: 5106.515625
	Iteration 108Q: 3 clusters Score -3237779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3237774.250000 Penalty: 5106.515625
	Iteration 109Q: 3 clusters Score -3237774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3237773.500000 Penalty: 5106.515625
	Iteration 110Q: 3 clusters Score -3237774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3237780.000000 Penalty: 5106.515625
	Iteration 111Q: 3 clusters Score -3237780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3237770.500000 Penalty: 5106.515625
	Iteration 112Q: 3 clusters Score -3237770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3237772.500000 Penalty: 5106.515625
	Iteration 113Q: 3 clusters Score -3237772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3237773.500000 Penalty: 5106.515625
	Iteration 114Q: 3 clusters Score -3237774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3237775.500000 Penalty: 5106.515625
	Iteration 115Q: 3 clusters Score -3237776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3237775.500000 Penalty: 5106.515625
	Iteration 116F: 3 clusters Score -3237776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Entering Unmasked Estep 
Score: -1284634.250000 Penalty: 2395.667725
	Iteration 0F: 2 clusters Score -1284634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1273254.125000 Penalty: 4791.335449
	Iteration 0F: 3 clusters Score -1273254 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1277143.250000 Penalty: 4791.335449
	Iteration 1F: 3 clusters Score -1277143 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1277809.250000 Penalty: 4791.335449
	Iteration 2F: 3 clusters Score -1277809 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1278386.375000 Penalty: 4791.335449
	Iteration 3F: 3 clusters Score -1278386 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1278884.375000 Penalty: 4791.335449
	Iteration 4F: 3 clusters Score -1278884 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1279359.625000 Penalty: 4791.335449
	Iteration 5F: 3 clusters Score -1279360 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1279753.875000 Penalty: 4791.335449
	Iteration 6Q: 3 clusters Score -1279754 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1280072.375000 Penalty: 4791.335449
	Iteration 7Q: 3 clusters Score -1280072 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1280348.375000 Penalty: 4791.335449
	Iteration 8Q: 3 clusters Score -1280348 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1280576.250000 Penalty: 4791.335449
	Iteration 9Q: 3 clusters Score -1280576 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1280785.750000 Penalty: 4791.335449
	Iteration 10Q: 3 clusters Score -1280786 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1280960.625000 Penalty: 4791.335449
	Iteration 11Q: 3 clusters Score -1280961 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1281129.250000 Penalty: 4791.335449
	Iteration 12Q: 3 clusters Score -1281129 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1281268.000000 Penalty: 4791.335449
	Iteration 13Q: 3 clusters Score -1281268 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1281372.250000 Penalty: 4791.335449
	Iteration 14Q: 3 clusters Score -1281372 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1281468.875000 Penalty: 4791.335449
	Iteration 15Q: 3 clusters Score -1281469 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1281538.375000 Penalty: 4791.335449
	Iteration 16Q: 3 clusters Score -1281538 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1281623.750000 Penalty: 4791.335449
	Iteration 17Q: 3 clusters Score -1281624 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1281694.500000 Penalty: 4791.335449
	Iteration 18Q: 3 clusters Score -1281694 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1281752.250000 Penalty: 4791.335449
	Iteration 19Q: 3 clusters Score -1281752 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1281816.750000 Penalty: 4791.335449
	Iteration 20F: 3 clusters Score -1281817 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1281872.875000 Penalty: 4791.335449
	Iteration 21Q: 3 clusters Score -1281873 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1281916.375000 Penalty: 4791.335449
	Iteration 22Q: 3 clusters Score -1281916 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1281961.125000 Penalty: 4791.335449
	Iteration 23Q: 3 clusters Score -1281961 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1282006.375000 Penalty: 4791.335449
	Iteration 24Q: 3 clusters Score -1282006 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1282065.500000 Penalty: 4791.335449
	Iteration 25Q: 3 clusters Score -1282066 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1282129.750000 Penalty: 4791.335449
	Iteration 26Q: 3 clusters Score -1282130 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1282181.000000 Penalty: 4791.335449
	Iteration 27Q: 3 clusters Score -1282181 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1282228.625000 Penalty: 4791.335449
	Iteration 28Q: 3 clusters Score -1282229 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1282269.875000 Penalty: 4791.335449
	Iteration 29Q: 3 clusters Score -1282270 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1282304.500000 Penalty: 4791.335449
	Iteration 30Q: 3 clusters Score -1282304 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1282336.000000 Penalty: 4791.335449
	Iteration 31Q: 3 clusters Score -1282336 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1282359.125000 Penalty: 4791.335449
	Iteration 32Q: 3 clusters Score -1282359 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1282383.750000 Penalty: 4791.335449
	Iteration 33Q: 3 clusters Score -1282384 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1282404.125000 Penalty: 4791.335449
	Iteration 34Q: 3 clusters Score -1282404 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1282432.250000 Penalty: 4791.335449
	Iteration 35Q: 3 clusters Score -1282432 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1282456.000000 Penalty: 4791.335449
	Iteration 36Q: 3 clusters Score -1282456 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1282484.875000 Penalty: 4791.335449
	Iteration 37Q: 3 clusters Score -1282485 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1282513.625000 Penalty: 4791.335449
	Iteration 38Q: 3 clusters Score -1282514 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1282550.875000 Penalty: 4791.335449
	Iteration 39Q: 3 clusters Score -1282551 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1282591.000000 Penalty: 4791.335449
	Iteration 40F: 3 clusters Score -1282591 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1282622.250000 Penalty: 4791.335449
	Iteration 41Q: 3 clusters Score -1282622 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1282657.750000 Penalty: 4791.335449
	Iteration 42Q: 3 clusters Score -1282658 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1282683.875000 Penalty: 4791.335449
	Iteration 43Q: 3 clusters Score -1282684 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1282718.875000 Penalty: 4791.335449
	Iteration 44Q: 3 clusters Score -1282719 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -1282735.375000 Penalty: 4791.335449
	Iteration 45Q: 3 clusters Score -1282735 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1282748.875000 Penalty: 4791.335449
	Iteration 46Q: 3 clusters Score -1282749 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1282761.250000 Penalty: 4791.335449
	Iteration 47Q: 3 clusters Score -1282761 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1282778.375000 Penalty: 4791.335449
	Iteration 48Q: 3 clusters Score -1282778 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1282786.375000 Penalty: 4791.335449
	Iteration 49Q: 3 clusters Score -1282786 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1282798.250000 Penalty: 4791.335449
	Iteration 50Q: 3 clusters Score -1282798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1282803.375000 Penalty: 4791.335449
	Iteration 51Q: 3 clusters Score -1282803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -1282814.125000 Penalty: 4791.335449
	Iteration 52Q: 3 clusters Score -1282814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1282822.500000 Penalty: 4791.335449
	Iteration 53Q: 3 clusters Score -1282822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -1282825.000000 Penalty: 4791.335449
	Iteration 54Q: 3 clusters Score -1282825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1282833.750000 Penalty: 4791.335449
	Iteration 55Q: 3 clusters Score -1282834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1282835.125000 Penalty: 4791.335449
	Iteration 56Q: 3 clusters Score -1282835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1282840.625000 Penalty: 4791.335449
	Iteration 57Q: 3 clusters Score -1282841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1282842.000000 Penalty: 4791.335449
	Iteration 58Q: 3 clusters Score -1282842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1282848.250000 Penalty: 4791.335449
	Iteration 59Q: 3 clusters Score -1282848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -1282854.375000 Penalty: 4791.335449
	Iteration 60F: 3 clusters Score -1282854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1282855.250000 Penalty: 4791.335449
	Iteration 61Q: 3 clusters Score -1282855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1282853.125000 Penalty: 4791.335449
	Iteration 62Q: 3 clusters Score -1282853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1282853.125000 Penalty: 4791.335449
	Iteration 63F: 3 clusters Score -1282853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -247802.937500 Penalty: 1911.908447
	Iteration 0F: 2 clusters Score -247802.9 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 1082 members 
Entering Unmasked Estep 
Score: -245002.531250 Penalty: 3823.816895
	Iteration 0F: 3 clusters Score -245002.5 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -245499.328125 Penalty: 3823.816895
	Iteration 1F: 3 clusters Score -245499.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -245613.453125 Penalty: 3823.816895
	Iteration 2F: 3 clusters Score -245613.5 nChanged 87
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: -245664.468750 Penalty: 3823.816895
	Iteration 3Q: 3 clusters Score -245664.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -245698.109375 Penalty: 3823.816895
	Iteration 4Q: 3 clusters Score -245698.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -245722.218750 Penalty: 3823.816895
	Iteration 5Q: 3 clusters Score -245722.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -245739.578125 Penalty: 3823.816895
	Iteration 6Q: 3 clusters Score -245739.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -245752.750000 Penalty: 3823.816895
	Iteration 7Q: 3 clusters Score -245752.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -245764.703125 Penalty: 3823.816895
	Iteration 8Q: 3 clusters Score -245764.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -245772.203125 Penalty: 3823.816895
	Iteration 9Q: 3 clusters Score -245772.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -245780.625000 Penalty: 3823.816895
	Iteration 10Q: 3 clusters Score -245780.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -245789.968750 Penalty: 3823.816895
	Iteration 11Q: 3 clusters Score -245790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -245796.078125 Penalty: 3823.816895
	Iteration 12Q: 3 clusters Score -245796.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -245799.687500 Penalty: 3823.816895
	Iteration 13Q: 3 clusters Score -245799.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -245803.921875 Penalty: 3823.816895
	Iteration 14Q: 3 clusters Score -245803.9 nChanged 8
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: -245809.171875 Penalty: 3823.816895
	Iteration 15Q: 3 clusters Score -245809.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -245813.593750 Penalty: 3823.816895
	Iteration 16Q: 3 clusters Score -245813.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -245816.500000 Penalty: 3823.816895
	Iteration 17Q: 3 clusters Score -245816.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -245816.921875 Penalty: 3823.816895
	Iteration 18Q: 3 clusters Score -245816.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -245816.921875 Penalty: 3823.816895
	Iteration 19F: 3 clusters Score -245816.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Entering Unmasked Estep 
Score: -3173317.750000 Penalty: 2549.840576
	Iteration 0F: 2 clusters Score -3173318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -3153479.000000 Penalty: 5099.681152
	Iteration 0F: 3 clusters Score -3153479 nChanged 13098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -3160668.250000 Penalty: 5099.681152
	Iteration 1F: 3 clusters Score -3160668 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -3161299.750000 Penalty: 5099.681152
	Iteration 2Q: 3 clusters Score -3161300 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -3161939.500000 Penalty: 5099.681152
	Iteration 3Q: 3 clusters Score -3161940 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -3162576.250000 Penalty: 5099.681152
	Iteration 4Q: 3 clusters Score -3162576 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -3163282.500000 Penalty: 5099.681152
	Iteration 5Q: 3 clusters Score -3163282 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -3164077.250000 Penalty: 5099.681152
	Iteration 6F: 3 clusters Score -3164077 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -3165043.000000 Penalty: 5099.681152
	Iteration 7F: 3 clusters Score -3165043 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -3166216.250000 Penalty: 5099.681152
	Iteration 8F: 3 clusters Score -3166216 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -3167457.250000 Penalty: 5099.681152
	Iteration 9F: 3 clusters Score -3167457 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -3168687.750000 Penalty: 5099.681152
	Iteration 10F: 3 clusters Score -3168688 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -3169730.250000 Penalty: 5099.681152
	Iteration 11Q: 3 clusters Score -3169730 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -3170510.750000 Penalty: 5099.681152
	Iteration 12Q: 3 clusters Score -3170511 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -3171034.000000 Penalty: 5099.681152
	Iteration 13Q: 3 clusters Score -3171034 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -3171445.500000 Penalty: 5099.681152
	Iteration 14Q: 3 clusters Score -3171446 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -3171739.000000 Penalty: 5099.681152
	Iteration 15Q: 3 clusters Score -3171739 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -3171900.000000 Penalty: 5099.681152
	Iteration 16Q: 3 clusters Score -3171900 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -3172018.250000 Penalty: 5099.681152
	Iteration 17Q: 3 clusters Score -3172018 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -3172103.000000 Penalty: 5099.681152
	Iteration 18Q: 3 clusters Score -3172103 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -3172160.250000 Penalty: 5099.681152
	Iteration 19Q: 3 clusters Score -3172160 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -3172189.000000 Penalty: 5099.681152
	Iteration 20F: 3 clusters Score -3172189 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -3172214.500000 Penalty: 5099.681152
	Iteration 21Q: 3 clusters Score -3172214 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -3172226.750000 Penalty: 5099.681152
	Iteration 22Q: 3 clusters Score -3172227 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -3172245.500000 Penalty: 5099.681152
	Iteration 23Q: 3 clusters Score -3172246 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -3172258.750000 Penalty: 5099.681152
	Iteration 24Q: 3 clusters Score -3172259 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -3172267.250000 Penalty: 5099.681152
	Iteration 25Q: 3 clusters Score -3172267 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -3172270.500000 Penalty: 5099.681152
	Iteration 26Q: 3 clusters Score -3172270 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -3172289.250000 Penalty: 5099.681152
	Iteration 27Q: 3 clusters Score -3172289 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -3172289.750000 Penalty: 5099.681152
	Iteration 28Q: 3 clusters Score -3172290 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -3172298.750000 Penalty: 5099.681152
	Iteration 29Q: 3 clusters Score -3172299 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -3172305.000000 Penalty: 5099.681152
	Iteration 30Q: 3 clusters Score -3172305 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -3172307.250000 Penalty: 5099.681152
	Iteration 31Q: 3 clusters Score -3172307 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -3172315.500000 Penalty: 5099.681152
	Iteration 32Q: 3 clusters Score -3172316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -3172325.500000 Penalty: 5099.681152
	Iteration 33Q: 3 clusters Score -3172326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -3172324.000000 Penalty: 5099.681152
	Iteration 34Q: 3 clusters Score -3172324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -3172320.750000 Penalty: 5099.681152
	Iteration 35Q: 3 clusters Score -3172321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -3172325.250000 Penalty: 5099.681152
	Iteration 36Q: 3 clusters Score -3172325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -3172328.250000 Penalty: 5099.681152
	Iteration 37Q: 3 clusters Score -3172328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -3172325.500000 Penalty: 5099.681152
	Iteration 38Q: 3 clusters Score -3172326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -3172327.000000 Penalty: 5099.681152
	Iteration 39Q: 3 clusters Score -3172327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -3172325.750000 Penalty: 5099.681152
	Iteration 40F: 3 clusters Score -3172326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (38264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Entering Unmasked Estep 
Score: -4146078.500000 Penalty: 2616.961670
	Iteration 0F: 2 clusters Score -4146078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -4120062.750000 Penalty: 5233.923340
	Iteration 0F: 3 clusters Score -4120063 nChanged 17638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -4129987.750000 Penalty: 5233.923340
	Iteration 1F: 3 clusters Score -4129988 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -4130939.250000 Penalty: 5233.923340
	Iteration 2F: 3 clusters Score -4130939 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -4132156.500000 Penalty: 5233.923340
	Iteration 3F: 3 clusters Score -4132156 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -4133807.500000 Penalty: 5233.923340
	Iteration 4F: 3 clusters Score -4133808 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -4136026.250000 Penalty: 5233.923340
	Iteration 5F: 3 clusters Score -4136026 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -4138408.750000 Penalty: 5233.923340
	Iteration 6F: 3 clusters Score -4138409 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -4140491.500000 Penalty: 5233.923340
	Iteration 7F: 3 clusters Score -4140492 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -4142149.250000 Penalty: 5233.923340
	Iteration 8F: 3 clusters Score -4142149 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -4143356.250000 Penalty: 5233.923340
	Iteration 9Q: 3 clusters Score -4143356 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -4144070.000000 Penalty: 5233.923340
	Iteration 10Q: 3 clusters Score -4144070 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -4144518.500000 Penalty: 5233.923340
	Iteration 11Q: 3 clusters Score -4144518 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -4144770.750000 Penalty: 5233.923340
	Iteration 12Q: 3 clusters Score -4144771 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -4144941.000000 Penalty: 5233.923340
	Iteration 13Q: 3 clusters Score -4144941 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -4145078.000000 Penalty: 5233.923340
	Iteration 14Q: 3 clusters Score -4145078 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -4145179.250000 Penalty: 5233.923340
	Iteration 15Q: 3 clusters Score -4145179 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -4145252.750000 Penalty: 5233.923340
	Iteration 16Q: 3 clusters Score -4145253 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -4145288.250000 Penalty: 5233.923340
	Iteration 17Q: 3 clusters Score -4145288 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -4145320.500000 Penalty: 5233.923340
	Iteration 18Q: 3 clusters Score -4145320 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -4145328.750000 Penalty: 5233.923340
	Iteration 19Q: 3 clusters Score -4145329 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -4145335.750000 Penalty: 5233.923340
	Iteration 20F: 3 clusters Score -4145336 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -4145345.250000 Penalty: 5233.923340
	Iteration 21Q: 3 clusters Score -4145345 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -4145344.500000 Penalty: 5233.923340
	Iteration 22Q: 3 clusters Score -4145344 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -4145344.000000 Penalty: 5233.923340
	Iteration 23Q: 3 clusters Score -4145344 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -4145347.750000 Penalty: 5233.923340
	Iteration 24Q: 3 clusters Score -4145348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -4145350.500000 Penalty: 5233.923340
	Iteration 25Q: 3 clusters Score -4145350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -4145357.250000 Penalty: 5233.923340
	Iteration 26Q: 3 clusters Score -4145357 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -4145359.000000 Penalty: 5233.923340
	Iteration 27Q: 3 clusters Score -4145359 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -4145367.500000 Penalty: 5233.923340
	Iteration 28Q: 3 clusters Score -4145368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -4145370.250000 Penalty: 5233.923340
	Iteration 29Q: 3 clusters Score -4145370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -4145374.750000 Penalty: 5233.923340
	Iteration 30Q: 3 clusters Score -4145375 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -4145370.750000 Penalty: 5233.923340
	Iteration 31Q: 3 clusters Score -4145371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -4145376.000000 Penalty: 5233.923340
	Iteration 32Q: 3 clusters Score -4145376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -4145374.250000 Penalty: 5233.923340
	Iteration 33Q: 3 clusters Score -4145374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -4145380.750000 Penalty: 5233.923340
	Iteration 34Q: 3 clusters Score -4145381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -4145383.500000 Penalty: 5233.923340
	Iteration 35Q: 3 clusters Score -4145384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -4145393.250000 Penalty: 5233.923340
	Iteration 36Q: 3 clusters Score -4145393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -4145390.250000 Penalty: 5233.923340
	Iteration 37Q: 3 clusters Score -4145390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -4145392.250000 Penalty: 5233.923340
	Iteration 38Q: 3 clusters Score -4145392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -4145396.000000 Penalty: 5233.923340
	Iteration 39Q: 3 clusters Score -4145396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -4145393.000000 Penalty: 5233.923340
	Iteration 40F: 3 clusters Score -4145393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -4145393.750000 Penalty: 5233.923340
	Iteration 41Q: 3 clusters Score -4145394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -4145393.250000 Penalty: 5233.923340
	Iteration 42Q: 3 clusters Score -4145393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -4145388.500000 Penalty: 5233.923340
	Iteration 43Q: 3 clusters Score -4145388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -4145393.000000 Penalty: 5233.923340
	Iteration 44Q: 3 clusters Score -4145393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -4145391.750000 Penalty: 5233.923340
	Iteration 45Q: 3 clusters Score -4145392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -4145392.000000 Penalty: 5233.923340
	Iteration 46Q: 3 clusters Score -4145392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -4145395.000000 Penalty: 5233.923340
	Iteration 47Q: 3 clusters Score -4145395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -4145391.750000 Penalty: 5233.923340
	Iteration 48Q: 3 clusters Score -4145392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -4145393.000000 Penalty: 5233.923340
	Iteration 49Q: 3 clusters Score -4145393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -4145393.750000 Penalty: 5233.923340
	Iteration 50Q: 3 clusters Score -4145394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -4145390.000000 Penalty: 5233.923340
	Iteration 51Q: 3 clusters Score -4145390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -4145393.000000 Penalty: 5233.923340
	Iteration 52Q: 3 clusters Score -4145393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -4145393.000000 Penalty: 5233.923340
	Iteration 53F: 3 clusters Score -4145393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -341208.593750 Penalty: 2033.603516
	Iteration 0F: 2 clusters Score -341208.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -337578.531250 Penalty: 4067.207031
	Iteration 0F: 3 clusters Score -337578.5 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -338370.875000 Penalty: 4067.207031
	Iteration 1F: 3 clusters Score -338370.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -338580.875000 Penalty: 4067.207031
	Iteration 2F: 3 clusters Score -338580.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -338712.343750 Penalty: 4067.207031
	Iteration 3Q: 3 clusters Score -338712.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -338824.843750 Penalty: 4067.207031
	Iteration 4Q: 3 clusters Score -338824.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -338904.906250 Penalty: 4067.207031
	Iteration 5Q: 3 clusters Score -338904.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -338975.093750 Penalty: 4067.207031
	Iteration 6Q: 3 clusters Score -338975.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -339038.625000 Penalty: 4067.207031
	Iteration 7Q: 3 clusters Score -339038.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -339085.562500 Penalty: 4067.207031
	Iteration 8Q: 3 clusters Score -339085.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -339126.875000 Penalty: 4067.207031
	Iteration 9Q: 3 clusters Score -339126.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -339167.218750 Penalty: 4067.207031
	Iteration 10Q: 3 clusters Score -339167.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -339210.156250 Penalty: 4067.207031
	Iteration 11Q: 3 clusters Score -339210.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -339259.937500 Penalty: 4067.207031
	Iteration 12Q: 3 clusters Score -339259.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -339315.687500 Penalty: 4067.207031
	Iteration 13Q: 3 clusters Score -339315.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -339363.937500 Penalty: 4067.207031
	Iteration 14Q: 3 clusters Score -339363.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -339409.500000 Penalty: 4067.207031
	Iteration 15Q: 3 clusters Score -339409.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -339462.187500 Penalty: 4067.207031
	Iteration 16Q: 3 clusters Score -339462.2 nChanged 64
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: -339500.562500 Penalty: 4067.207031
	Iteration 17Q: 3 clusters Score -339500.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -339530.875000 Penalty: 4067.207031
	Iteration 18Q: 3 clusters Score -339530.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -339561.531250 Penalty: 4067.207031
	Iteration 19Q: 3 clusters Score -339561.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -339589.312500 Penalty: 4067.207031
	Iteration 20F: 3 clusters Score -339589.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -339623.437500 Penalty: 4067.207031
	Iteration 21Q: 3 clusters Score -339623.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -339643.125000 Penalty: 4067.207031
	Iteration 22Q: 3 clusters Score -339643.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -339660.437500 Penalty: 4067.207031
	Iteration 23Q: 3 clusters Score -339660.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -339682.375000 Penalty: 4067.207031
	Iteration 24Q: 3 clusters Score -339682.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -339701.656250 Penalty: 4067.207031
	Iteration 25Q: 3 clusters Score -339701.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -339712.531250 Penalty: 4067.207031
	Iteration 26Q: 3 clusters Score -339712.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -339719.156250 Penalty: 4067.207031
	Iteration 27Q: 3 clusters Score -339719.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -339727.156250 Penalty: 4067.207031
	Iteration 28Q: 3 clusters Score -339727.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -339735.687500 Penalty: 4067.207031
	Iteration 29Q: 3 clusters Score -339735.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -339743.531250 Penalty: 4067.207031
	Iteration 30Q: 3 clusters Score -339743.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -339750.343750 Penalty: 4067.207031
	Iteration 31Q: 3 clusters Score -339750.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -339758.687500 Penalty: 4067.207031
	Iteration 32Q: 3 clusters Score -339758.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -339762.250000 Penalty: 4067.207031
	Iteration 33Q: 3 clusters Score -339762.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -339764.843750 Penalty: 4067.207031
	Iteration 34Q: 3 clusters Score -339764.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -339766.843750 Penalty: 4067.207031
	Iteration 35Q: 3 clusters Score -339766.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -339769.968750 Penalty: 4067.207031
	Iteration 36Q: 3 clusters Score -339770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -339773.000000 Penalty: 4067.207031
	Iteration 37Q: 3 clusters Score -339773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -339775.562500 Penalty: 4067.207031
	Iteration 38Q: 3 clusters Score -339775.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -339776.343750 Penalty: 4067.207031
	Iteration 39Q: 3 clusters Score -339776.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -339778.281250 Penalty: 4067.207031
	Iteration 40F: 3 clusters Score -339778.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -339778.437500 Penalty: 4067.207031
	Iteration 41Q: 3 clusters Score -339778.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -339778.875000 Penalty: 4067.207031
	Iteration 42Q: 3 clusters Score -339778.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -339778.875000 Penalty: 4067.207031
	Iteration 43F: 3 clusters Score -339778.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Entering Unmasked Estep 
Score: -418552.562500 Penalty: 2068.729004
	Iteration 0F: 2 clusters Score -418552.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -414560.937500 Penalty: 4137.458008
	Iteration 0F: 3 clusters Score -414560.9 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -415505.437500 Penalty: 4137.458008
	Iteration 1F: 3 clusters Score -415505.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -415774.531250 Penalty: 4137.458008
	Iteration 2F: 3 clusters Score -415774.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -415972.375000 Penalty: 4137.458008
	Iteration 3F: 3 clusters Score -415972.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -416093.968750 Penalty: 4137.458008
	Iteration 4Q: 3 clusters Score -416094 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -416215.656250 Penalty: 4137.458008
	Iteration 5Q: 3 clusters Score -416215.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -416322.500000 Penalty: 4137.458008
	Iteration 6Q: 3 clusters Score -416322.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -416409.812500 Penalty: 4137.458008
	Iteration 7Q: 3 clusters Score -416409.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -416498.687500 Penalty: 4137.458008
	Iteration 8Q: 3 clusters Score -416498.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -416552.687500 Penalty: 4137.458008
	Iteration 9Q: 3 clusters Score -416552.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -416597.343750 Penalty: 4137.458008
	Iteration 10Q: 3 clusters Score -416597.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -416629.843750 Penalty: 4137.458008
	Iteration 11Q: 3 clusters Score -416629.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -416651.906250 Penalty: 4137.458008
	Iteration 12Q: 3 clusters Score -416651.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -416672.781250 Penalty: 4137.458008
	Iteration 13Q: 3 clusters Score -416672.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -416692.656250 Penalty: 4137.458008
	Iteration 14Q: 3 clusters Score -416692.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -416714.218750 Penalty: 4137.458008
	Iteration 15Q: 3 clusters Score -416714.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -416740.500000 Penalty: 4137.458008
	Iteration 16Q: 3 clusters Score -416740.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -416768.031250 Penalty: 4137.458008
	Iteration 17Q: 3 clusters Score -416768 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -416792.562500 Penalty: 4137.458008
	Iteration 18Q: 3 clusters Score -416792.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -416818.062500 Penalty: 4137.458008
	Iteration 19Q: 3 clusters Score -416818.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -416836.125000 Penalty: 4137.458008
	Iteration 20F: 3 clusters Score -416836.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -416851.375000 Penalty: 4137.458008
	Iteration 21Q: 3 clusters Score -416851.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -416858.531250 Penalty: 4137.458008
	Iteration 22Q: 3 clusters Score -416858.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -416869.593750 Penalty: 4137.458008
	Iteration 23Q: 3 clusters Score -416869.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -416882.031250 Penalty: 4137.458008
	Iteration 24Q: 3 clusters Score -416882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -416891.125000 Penalty: 4137.458008
	Iteration 25Q: 3 clusters Score -416891.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -416902.281250 Penalty: 4137.458008
	Iteration 26Q: 3 clusters Score -416902.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -416911.250000 Penalty: 4137.458008
	Iteration 27Q: 3 clusters Score -416911.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -416921.468750 Penalty: 4137.458008
	Iteration 28Q: 3 clusters Score -416921.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -416939.625000 Penalty: 4137.458008
	Iteration 29Q: 3 clusters Score -416939.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -416962.468750 Penalty: 4137.458008
	Iteration 30Q: 3 clusters Score -416962.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -416988.281250 Penalty: 4137.458008
	Iteration 31Q: 3 clusters Score -416988.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -417004.812500 Penalty: 4137.458008
	Iteration 32Q: 3 clusters Score -417004.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -417015.093750 Penalty: 4137.458008
	Iteration 33Q: 3 clusters Score -417015.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -417023.937500 Penalty: 4137.458008
	Iteration 34Q: 3 clusters Score -417023.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -417036.031250 Penalty: 4137.458008
	Iteration 35Q: 3 clusters Score -417036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -417044.656250 Penalty: 4137.458008
	Iteration 36Q: 3 clusters Score -417044.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -417055.406250 Penalty: 4137.458008
	Iteration 37Q: 3 clusters Score -417055.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -417062.656250 Penalty: 4137.458008
	Iteration 38Q: 3 clusters Score -417062.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -417068.187500 Penalty: 4137.458008
	Iteration 39Q: 3 clusters Score -417068.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -417071.156250 Penalty: 4137.458008
	Iteration 40F: 3 clusters Score -417071.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -417078.531250 Penalty: 4137.458008
	Iteration 41Q: 3 clusters Score -417078.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -417084.000000 Penalty: 4137.458008
	Iteration 42Q: 3 clusters Score -417084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -417088.625000 Penalty: 4137.458008
	Iteration 43Q: 3 clusters Score -417088.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -417093.500000 Penalty: 4137.458008
	Iteration 44Q: 3 clusters Score -417093.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -417098.000000 Penalty: 4137.458008
	Iteration 45Q: 3 clusters Score -417098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -417100.156250 Penalty: 4137.458008
	Iteration 46Q: 3 clusters Score -417100.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -417102.781250 Penalty: 4137.458008
	Iteration 47Q: 3 clusters Score -417102.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -417106.843750 Penalty: 4137.458008
	Iteration 48Q: 3 clusters Score -417106.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -417112.125000 Penalty: 4137.458008
	Iteration 49Q: 3 clusters Score -417112.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -417117.218750 Penalty: 4137.458008
	Iteration 50Q: 3 clusters Score -417117.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -417127.281250 Penalty: 4137.458008
	Iteration 51Q: 3 clusters Score -417127.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -417133.375000 Penalty: 4137.458008
	Iteration 52Q: 3 clusters Score -417133.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -417139.500000 Penalty: 4137.458008
	Iteration 53Q: 3 clusters Score -417139.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -417146.062500 Penalty: 4137.458008
	Iteration 54Q: 3 clusters Score -417146.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -417155.281250 Penalty: 4137.458008
	Iteration 55Q: 3 clusters Score -417155.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -417161.656250 Penalty: 4137.458008
	Iteration 56Q: 3 clusters Score -417161.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -417173.125000 Penalty: 4137.458008
	Iteration 57Q: 3 clusters Score -417173.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -417184.375000 Penalty: 4137.458008
	Iteration 58Q: 3 clusters Score -417184.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -417193.562500 Penalty: 4137.458008
	Iteration 59Q: 3 clusters Score -417193.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -417200.125000 Penalty: 4137.458008
	Iteration 60F: 3 clusters Score -417200.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -417203.968750 Penalty: 4137.458008
	Iteration 61Q: 3 clusters Score -417204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -417209.656250 Penalty: 4137.458008
	Iteration 62Q: 3 clusters Score -417209.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -417213.937500 Penalty: 4137.458008
	Iteration 63Q: 3 clusters Score -417213.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -417217.812500 Penalty: 4137.458008
	Iteration 64Q: 3 clusters Score -417217.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -417219.781250 Penalty: 4137.458008
	Iteration 65Q: 3 clusters Score -417219.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -417221.062500 Penalty: 4137.458008
	Iteration 66Q: 3 clusters Score -417221.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -417223.000000 Penalty: 4137.458008
	Iteration 67Q: 3 clusters Score -417223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -417224.625000 Penalty: 4137.458008
	Iteration 68Q: 3 clusters Score -417224.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -417224.000000 Penalty: 4137.458008
	Iteration 69Q: 3 clusters Score -417224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -417225.031250 Penalty: 4137.458008
	Iteration 70Q: 3 clusters Score -417225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -417225.968750 Penalty: 4137.458008
	Iteration 71Q: 3 clusters Score -417226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -417225.781250 Penalty: 4137.458008
	Iteration 72Q: 3 clusters Score -417225.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -417227.531250 Penalty: 4137.458008
	Iteration 73Q: 3 clusters Score -417227.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -417227.968750 Penalty: 4137.458008
	Iteration 74Q: 3 clusters Score -417228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -417230.125000 Penalty: 4137.458008
	Iteration 75Q: 3 clusters Score -417230.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -417231.093750 Penalty: 4137.458008
	Iteration 76Q: 3 clusters Score -417231.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -417232.031250 Penalty: 4137.458008
	Iteration 77Q: 3 clusters Score -417232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -417233.062500 Penalty: 4137.458008
	Iteration 78Q: 3 clusters Score -417233.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -417233.531250 Penalty: 4137.458008
	Iteration 79Q: 3 clusters Score -417233.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -417235.093750 Penalty: 4137.458008
	Iteration 80F: 3 clusters Score -417235.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -417237.031250 Penalty: 4137.458008
	Iteration 81Q: 3 clusters Score -417237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -417238.000000 Penalty: 4137.458008
	Iteration 82Q: 3 clusters Score -417238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -417237.656250 Penalty: 4137.458008
	Iteration 83Q: 3 clusters Score -417237.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -417238.000000 Penalty: 4137.458008
	Iteration 84Q: 3 clusters Score -417238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -417237.875000 Penalty: 4137.458008
	Iteration 85Q: 3 clusters Score -417237.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -417239.968750 Penalty: 4137.458008
	Iteration 86Q: 3 clusters Score -417240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -417243.031250 Penalty: 4137.458008
	Iteration 87Q: 3 clusters Score -417243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -417245.125000 Penalty: 4137.458008
	Iteration 88Q: 3 clusters Score -417245.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -417245.843750 Penalty: 4137.458008
	Iteration 89Q: 3 clusters Score -417245.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -417245.843750 Penalty: 4137.458008
	Iteration 90F: 3 clusters Score -417245.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Entering Unmasked Estep 
Score: -594612.687500 Penalty: 2139.215332
	Iteration 0F: 2 clusters Score -594612.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -589747.187500 Penalty: 4278.430664
	Iteration 0F: 3 clusters Score -589747.2 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -590958.250000 Penalty: 4278.430664
	Iteration 1F: 3 clusters Score -590958.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -591216.000000 Penalty: 4278.430664
	Iteration 2F: 3 clusters Score -591216 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -591442.375000 Penalty: 4278.430664
	Iteration 3F: 3 clusters Score -591442.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -591688.125000 Penalty: 4278.430664
	Iteration 4F: 3 clusters Score -591688.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -591948.750000 Penalty: 4278.430664
	Iteration 5Q: 3 clusters Score -591948.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -592225.500000 Penalty: 4278.430664
	Iteration 6Q: 3 clusters Score -592225.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -592472.625000 Penalty: 4278.430664
	Iteration 7Q: 3 clusters Score -592472.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -592655.125000 Penalty: 4278.430664
	Iteration 8Q: 3 clusters Score -592655.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -592783.312500 Penalty: 4278.430664
	Iteration 9Q: 3 clusters Score -592783.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -592901.000000 Penalty: 4278.430664
	Iteration 10Q: 3 clusters Score -592901 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -592994.312500 Penalty: 4278.430664
	Iteration 11Q: 3 clusters Score -592994.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -593075.812500 Penalty: 4278.430664
	Iteration 12Q: 3 clusters Score -593075.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -593154.750000 Penalty: 4278.430664
	Iteration 13Q: 3 clusters Score -593154.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -593225.312500 Penalty: 4278.430664
	Iteration 14Q: 3 clusters Score -593225.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -593291.437500 Penalty: 4278.430664
	Iteration 15Q: 3 clusters Score -593291.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -593355.375000 Penalty: 4278.430664
	Iteration 16Q: 3 clusters Score -593355.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -593410.062500 Penalty: 4278.430664
	Iteration 17Q: 3 clusters Score -593410.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -593465.625000 Penalty: 4278.430664
	Iteration 18Q: 3 clusters Score -593465.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -593522.812500 Penalty: 4278.430664
	Iteration 19Q: 3 clusters Score -593522.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -593582.687500 Penalty: 4278.430664
	Iteration 20F: 3 clusters Score -593582.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -593636.750000 Penalty: 4278.430664
	Iteration 21Q: 3 clusters Score -593636.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -593675.500000 Penalty: 4278.430664
	Iteration 22Q: 3 clusters Score -593675.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -593718.000000 Penalty: 4278.430664
	Iteration 23Q: 3 clusters Score -593718 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -593764.187500 Penalty: 4278.430664
	Iteration 24Q: 3 clusters Score -593764.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -593796.187500 Penalty: 4278.430664
	Iteration 25Q: 3 clusters Score -593796.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -593817.812500 Penalty: 4278.430664
	Iteration 26Q: 3 clusters Score -593817.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -593836.687500 Penalty: 4278.430664
	Iteration 27Q: 3 clusters Score -593836.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -593858.750000 Penalty: 4278.430664
	Iteration 28Q: 3 clusters Score -593858.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -593879.375000 Penalty: 4278.430664
	Iteration 29Q: 3 clusters Score -593879.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -593902.125000 Penalty: 4278.430664
	Iteration 30Q: 3 clusters Score -593902.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -593928.437500 Penalty: 4278.430664
	Iteration 31Q: 3 clusters Score -593928.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -593979.187500 Penalty: 4278.430664
	Iteration 32Q: 3 clusters Score -593979.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -594132.500000 Penalty: 4278.430664
	Iteration 33Q: 3 clusters Score -594132.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -594432.687500 Penalty: 4278.430664
	Iteration 34Q: 3 clusters Score -594432.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -594567.875000 Penalty: 4278.430664
	Iteration 35Q: 3 clusters Score -594567.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -594616.187500 Penalty: 4278.430664
	Iteration 36Q: 3 clusters Score -594616.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -594630.437500 Penalty: 4278.430664
	Iteration 37Q: 3 clusters Score -594630.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -594638.937500 Penalty: 4278.430664
	Iteration 38Q: 3 clusters Score -594638.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -594641.437500 Penalty: 4278.430664
	Iteration 39Q: 3 clusters Score -594641.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -594642.937500 Penalty: 4278.430664
	Iteration 40F: 3 clusters Score -594642.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -594643.437500 Penalty: 4278.430664
	Iteration 41Q: 3 clusters Score -594643.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -594644.250000 Penalty: 4278.430664
	Iteration 42Q: 3 clusters Score -594644.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -594644.250000 Penalty: 4278.430664
	Iteration 43F: 3 clusters Score -594644.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 9072 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27421 members 
Mstep: Class 5 contains 15562 members 
Mstep: Class 6 contains 7176 members 
Mstep: Class 7 contains 14683 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8946 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6250 members 
Mstep: Class 13 contains 17445 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34101 members 
Mstep: Class 16 contains 4910 members 
Mstep: Class 17 contains 2512 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29596 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29191 members 
Mstep: Class 23 contains 38264 members 
Mstep: Class 24 contains 3641 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 3816 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22458 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8296 members 
Mstep: Class 31 contains 8302 members 
Mstep: Class 32 contains 7930 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18538 members 
Mstep: Class 35 contains 20555 members 
Mstep: Class 36 contains 4458 members 
Mstep: Class 37 contains 18500 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16462 members 
Mstep: Class 40 contains 8694 members 
Mstep: Class 41 contains 16357 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90347 members 
Mstep: Class 44 contains 13635 members 
Mstep: Class 45 contains 1593 members 
Mstep: Class 46 contains 6620 members 
Mstep: Class 47 contains 5343 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34219 members 
Mstep: Class 50 contains 4150 members 
Mstep: Class 51 contains 1936 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4678 members 
Mstep: Class 54 contains 12041 members 
Mstep: Class 55 contains 4447 members 
Mstep: Class 56 contains 1758 members 
Entering Unmasked Estep 
Score: -64766852.000000 Penalty: 185848.812500
Splitting cluster 26 changes total score from -64767876.000000 to -64766852.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Entering Unmasked Estep 
Score: -9719.541992 Penalty: 1187.297974
	Iteration 0F: 2 clusters Score -9719.542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8836.970703 Penalty: 2374.595947
	Iteration 0F: 3 clusters Score -8836.971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8870.879883 Penalty: 2374.595947
	Iteration 1Q: 3 clusters Score -8870.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8877.720703 Penalty: 2374.595947
	Iteration 2Q: 3 clusters Score -8877.721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8877.720703 Penalty: 2374.595947
	Iteration 3F: 3 clusters Score -8877.721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (22458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Entering Unmasked Estep 
Score: -2153813.500000 Penalty: 2484.811768
	Iteration 0F: 2 clusters Score -2153814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2138078.750000 Penalty: 4969.623535
	Iteration 0F: 3 clusters Score -2138079 nChanged 9975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -2143627.750000 Penalty: 4969.623535
	Iteration 1F: 3 clusters Score -2143628 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2144312.750000 Penalty: 4969.623535
	Iteration 2F: 3 clusters Score -2144313 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2144985.000000 Penalty: 4969.623535
	Iteration 3F: 3 clusters Score -2144985 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2145706.500000 Penalty: 4969.623535
	Iteration 4F: 3 clusters Score -2145706 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2146475.500000 Penalty: 4969.623535
	Iteration 5F: 3 clusters Score -2146476 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2147194.000000 Penalty: 4969.623535
	Iteration 6F: 3 clusters Score -2147194 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2147883.750000 Penalty: 4969.623535
	Iteration 7Q: 3 clusters Score -2147884 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -2148534.000000 Penalty: 4969.623535
	Iteration 8Q: 3 clusters Score -2148534 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -2149053.750000 Penalty: 4969.623535
	Iteration 9Q: 3 clusters Score -2149054 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -2149491.500000 Penalty: 4969.623535
	Iteration 10Q: 3 clusters Score -2149492 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2149795.750000 Penalty: 4969.623535
	Iteration 11Q: 3 clusters Score -2149796 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2149987.500000 Penalty: 4969.623535
	Iteration 12Q: 3 clusters Score -2149988 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2150143.000000 Penalty: 4969.623535
	Iteration 13Q: 3 clusters Score -2150143 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2150259.500000 Penalty: 4969.623535
	Iteration 14Q: 3 clusters Score -2150260 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2150350.500000 Penalty: 4969.623535
	Iteration 15Q: 3 clusters Score -2150350 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2150421.250000 Penalty: 4969.623535
	Iteration 16Q: 3 clusters Score -2150421 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2150504.500000 Penalty: 4969.623535
	Iteration 17Q: 3 clusters Score -2150504 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2150580.000000 Penalty: 4969.623535
	Iteration 18Q: 3 clusters Score -2150580 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -2150666.500000 Penalty: 4969.623535
	Iteration 19Q: 3 clusters Score -2150666 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2150741.000000 Penalty: 4969.623535
	Iteration 20F: 3 clusters Score -2150741 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2150822.750000 Penalty: 4969.623535
	Iteration 21Q: 3 clusters Score -2150823 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2150901.000000 Penalty: 4969.623535
	Iteration 22Q: 3 clusters Score -2150901 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -2150977.000000 Penalty: 4969.623535
	Iteration 23Q: 3 clusters Score -2150977 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2151064.250000 Penalty: 4969.623535
	Iteration 24Q: 3 clusters Score -2151064 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2151152.500000 Penalty: 4969.623535
	Iteration 25Q: 3 clusters Score -2151152 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2151245.000000 Penalty: 4969.623535
	Iteration 26Q: 3 clusters Score -2151245 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2151334.750000 Penalty: 4969.623535
	Iteration 27Q: 3 clusters Score -2151335 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2151421.500000 Penalty: 4969.623535
	Iteration 28Q: 3 clusters Score -2151422 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2151489.250000 Penalty: 4969.623535
	Iteration 29Q: 3 clusters Score -2151489 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2151565.500000 Penalty: 4969.623535
	Iteration 30Q: 3 clusters Score -2151566 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2151624.500000 Penalty: 4969.623535
	Iteration 31Q: 3 clusters Score -2151624 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2151691.750000 Penalty: 4969.623535
	Iteration 32Q: 3 clusters Score -2151692 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2151783.250000 Penalty: 4969.623535
	Iteration 33Q: 3 clusters Score -2151783 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2151850.250000 Penalty: 4969.623535
	Iteration 34Q: 3 clusters Score -2151850 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2151903.750000 Penalty: 4969.623535
	Iteration 35Q: 3 clusters Score -2151904 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2151939.250000 Penalty: 4969.623535
	Iteration 36Q: 3 clusters Score -2151939 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2151963.000000 Penalty: 4969.623535
	Iteration 37Q: 3 clusters Score -2151963 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2151989.750000 Penalty: 4969.623535
	Iteration 38Q: 3 clusters Score -2151990 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2152010.750000 Penalty: 4969.623535
	Iteration 39Q: 3 clusters Score -2152011 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2152029.750000 Penalty: 4969.623535
	Iteration 40F: 3 clusters Score -2152030 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2152038.000000 Penalty: 4969.623535
	Iteration 41Q: 3 clusters Score -2152038 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2152054.250000 Penalty: 4969.623535
	Iteration 42Q: 3 clusters Score -2152054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2152063.500000 Penalty: 4969.623535
	Iteration 43Q: 3 clusters Score -2152064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2152071.750000 Penalty: 4969.623535
	Iteration 44Q: 3 clusters Score -2152072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2152080.750000 Penalty: 4969.623535
	Iteration 45Q: 3 clusters Score -2152081 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2152085.250000 Penalty: 4969.623535
	Iteration 46Q: 3 clusters Score -2152085 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2152088.500000 Penalty: 4969.623535
	Iteration 47Q: 3 clusters Score -2152088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2152100.250000 Penalty: 4969.623535
	Iteration 48Q: 3 clusters Score -2152100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2152103.000000 Penalty: 4969.623535
	Iteration 49Q: 3 clusters Score -2152103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2152107.750000 Penalty: 4969.623535
	Iteration 50Q: 3 clusters Score -2152108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2152107.750000 Penalty: 4969.623535
	Iteration 51Q: 3 clusters Score -2152108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2152112.500000 Penalty: 4969.623535
	Iteration 52Q: 3 clusters Score -2152112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2152118.000000 Penalty: 4969.623535
	Iteration 53Q: 3 clusters Score -2152118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2152121.500000 Penalty: 4969.623535
	Iteration 54Q: 3 clusters Score -2152122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2152122.750000 Penalty: 4969.623535
	Iteration 55Q: 3 clusters Score -2152123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2152122.750000 Penalty: 4969.623535
	Iteration 56Q: 3 clusters Score -2152123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2152127.500000 Penalty: 4969.623535
	Iteration 57Q: 3 clusters Score -2152128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2152135.000000 Penalty: 4969.623535
	Iteration 58Q: 3 clusters Score -2152135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2152134.250000 Penalty: 4969.623535
	Iteration 59Q: 3 clusters Score -2152134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2152134.500000 Penalty: 4969.623535
	Iteration 60F: 3 clusters Score -2152134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2152131.750000 Penalty: 4969.623535
	Iteration 61Q: 3 clusters Score -2152132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2152139.750000 Penalty: 4969.623535
	Iteration 62Q: 3 clusters Score -2152140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2152142.000000 Penalty: 4969.623535
	Iteration 63Q: 3 clusters Score -2152142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2152142.750000 Penalty: 4969.623535
	Iteration 64Q: 3 clusters Score -2152143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2152142.250000 Penalty: 4969.623535
	Iteration 65Q: 3 clusters Score -2152142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2152137.250000 Penalty: 4969.623535
	Iteration 66Q: 3 clusters Score -2152137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2152138.750000 Penalty: 4969.623535
	Iteration 67Q: 3 clusters Score -2152139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2152138.750000 Penalty: 4969.623535
	Iteration 68F: 3 clusters Score -2152139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Entering Unmasked Estep 
Score: -362992.562500 Penalty: 2010.639893
	Iteration 0F: 2 clusters Score -362992.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -359534.562500 Penalty: 4021.279785
	Iteration 0F: 3 clusters Score -359534.6 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -360262.406250 Penalty: 4021.279785
	Iteration 1F: 3 clusters Score -360262.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -360431.968750 Penalty: 4021.279785
	Iteration 2F: 3 clusters Score -360432 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -360516.687500 Penalty: 4021.279785
	Iteration 3Q: 3 clusters Score -360516.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -360569.468750 Penalty: 4021.279785
	Iteration 4Q: 3 clusters Score -360569.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -360609.718750 Penalty: 4021.279785
	Iteration 5Q: 3 clusters Score -360609.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -360639.187500 Penalty: 4021.279785
	Iteration 6Q: 3 clusters Score -360639.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -360668.000000 Penalty: 4021.279785
	Iteration 7Q: 3 clusters Score -360668 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -360686.937500 Penalty: 4021.279785
	Iteration 8Q: 3 clusters Score -360686.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -360706.625000 Penalty: 4021.279785
	Iteration 9Q: 3 clusters Score -360706.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -360721.750000 Penalty: 4021.279785
	Iteration 10Q: 3 clusters Score -360721.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -360735.281250 Penalty: 4021.279785
	Iteration 11Q: 3 clusters Score -360735.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -360747.500000 Penalty: 4021.279785
	Iteration 12Q: 3 clusters Score -360747.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -360761.500000 Penalty: 4021.279785
	Iteration 13Q: 3 clusters Score -360761.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -360777.906250 Penalty: 4021.279785
	Iteration 14Q: 3 clusters Score -360777.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -360795.812500 Penalty: 4021.279785
	Iteration 15Q: 3 clusters Score -360795.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -360809.812500 Penalty: 4021.279785
	Iteration 16Q: 3 clusters Score -360809.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -360819.906250 Penalty: 4021.279785
	Iteration 17Q: 3 clusters Score -360819.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -360831.937500 Penalty: 4021.279785
	Iteration 18Q: 3 clusters Score -360831.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -360844.531250 Penalty: 4021.279785
	Iteration 19Q: 3 clusters Score -360844.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -360853.625000 Penalty: 4021.279785
	Iteration 20F: 3 clusters Score -360853.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -360866.937500 Penalty: 4021.279785
	Iteration 21Q: 3 clusters Score -360866.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -360880.125000 Penalty: 4021.279785
	Iteration 22Q: 3 clusters Score -360880.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -360893.718750 Penalty: 4021.279785
	Iteration 23Q: 3 clusters Score -360893.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -360913.750000 Penalty: 4021.279785
	Iteration 24Q: 3 clusters Score -360913.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -360934.718750 Penalty: 4021.279785
	Iteration 25Q: 3 clusters Score -360934.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -360953.968750 Penalty: 4021.279785
	Iteration 26Q: 3 clusters Score -360954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -360968.718750 Penalty: 4021.279785
	Iteration 27Q: 3 clusters Score -360968.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -360980.343750 Penalty: 4021.279785
	Iteration 28Q: 3 clusters Score -360980.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -360989.343750 Penalty: 4021.279785
	Iteration 29Q: 3 clusters Score -360989.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -361004.125000 Penalty: 4021.279785
	Iteration 30Q: 3 clusters Score -361004.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -361018.250000 Penalty: 4021.279785
	Iteration 31Q: 3 clusters Score -361018.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -361027.656250 Penalty: 4021.279785
	Iteration 32Q: 3 clusters Score -361027.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -361038.812500 Penalty: 4021.279785
	Iteration 33Q: 3 clusters Score -361038.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -361049.906250 Penalty: 4021.279785
	Iteration 34Q: 3 clusters Score -361049.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -361059.750000 Penalty: 4021.279785
	Iteration 35Q: 3 clusters Score -361059.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -361073.468750 Penalty: 4021.279785
	Iteration 36Q: 3 clusters Score -361073.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -361087.156250 Penalty: 4021.279785
	Iteration 37Q: 3 clusters Score -361087.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -361095.000000 Penalty: 4021.279785
	Iteration 38Q: 3 clusters Score -361095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -361103.250000 Penalty: 4021.279785
	Iteration 39Q: 3 clusters Score -361103.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -361108.218750 Penalty: 4021.279785
	Iteration 40F: 3 clusters Score -361108.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -361116.031250 Penalty: 4021.279785
	Iteration 41Q: 3 clusters Score -361116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -361123.781250 Penalty: 4021.279785
	Iteration 42Q: 3 clusters Score -361123.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -361128.593750 Penalty: 4021.279785
	Iteration 43Q: 3 clusters Score -361128.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -361130.468750 Penalty: 4021.279785
	Iteration 44Q: 3 clusters Score -361130.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -361132.375000 Penalty: 4021.279785
	Iteration 45Q: 3 clusters Score -361132.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -361133.875000 Penalty: 4021.279785
	Iteration 46Q: 3 clusters Score -361133.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -361135.312500 Penalty: 4021.279785
	Iteration 47Q: 3 clusters Score -361135.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -361136.156250 Penalty: 4021.279785
	Iteration 48Q: 3 clusters Score -361136.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -361137.312500 Penalty: 4021.279785
	Iteration 49Q: 3 clusters Score -361137.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -361138.250000 Penalty: 4021.279785
	Iteration 50Q: 3 clusters Score -361138.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -361138.250000 Penalty: 4021.279785
	Iteration 51F: 3 clusters Score -361138.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Entering Unmasked Estep 
Score: -867852.687500 Penalty: 2237.835205
	Iteration 0F: 2 clusters Score -867852.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -861271.500000 Penalty: 4475.670410
	Iteration 0F: 3 clusters Score -861271.5 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -863180.125000 Penalty: 4475.670410
	Iteration 1F: 3 clusters Score -863180.1 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -863552.812500 Penalty: 4475.670410
	Iteration 2F: 3 clusters Score -863552.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -863867.875000 Penalty: 4475.670410
	Iteration 3F: 3 clusters Score -863867.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -864133.437500 Penalty: 4475.670410
	Iteration 4F: 3 clusters Score -864133.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -864394.500000 Penalty: 4475.670410
	Iteration 5Q: 3 clusters Score -864394.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -864688.687500 Penalty: 4475.670410
	Iteration 6Q: 3 clusters Score -864688.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -864998.000000 Penalty: 4475.670410
	Iteration 7Q: 3 clusters Score -864998 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -865246.937500 Penalty: 4475.670410
	Iteration 8Q: 3 clusters Score -865246.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -865468.937500 Penalty: 4475.670410
	Iteration 9Q: 3 clusters Score -865468.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -865656.750000 Penalty: 4475.670410
	Iteration 10Q: 3 clusters Score -865656.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -865801.750000 Penalty: 4475.670410
	Iteration 11Q: 3 clusters Score -865801.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -865946.187500 Penalty: 4475.670410
	Iteration 12Q: 3 clusters Score -865946.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -866108.562500 Penalty: 4475.670410
	Iteration 13Q: 3 clusters Score -866108.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -866235.250000 Penalty: 4475.670410
	Iteration 14Q: 3 clusters Score -866235.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -866313.562500 Penalty: 4475.670410
	Iteration 15Q: 3 clusters Score -866313.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -866367.687500 Penalty: 4475.670410
	Iteration 16Q: 3 clusters Score -866367.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -866409.812500 Penalty: 4475.670410
	Iteration 17Q: 3 clusters Score -866409.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -866435.625000 Penalty: 4475.670410
	Iteration 18Q: 3 clusters Score -866435.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -866455.062500 Penalty: 4475.670410
	Iteration 19Q: 3 clusters Score -866455.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -866464.875000 Penalty: 4475.670410
	Iteration 20F: 3 clusters Score -866464.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -866474.125000 Penalty: 4475.670410
	Iteration 21Q: 3 clusters Score -866474.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -866475.875000 Penalty: 4475.670410
	Iteration 22Q: 3 clusters Score -866475.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -866479.375000 Penalty: 4475.670410
	Iteration 23Q: 3 clusters Score -866479.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -866485.000000 Penalty: 4475.670410
	Iteration 24Q: 3 clusters Score -866485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -866489.062500 Penalty: 4475.670410
	Iteration 25Q: 3 clusters Score -866489.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -866488.187500 Penalty: 4475.670410
	Iteration 26Q: 3 clusters Score -866488.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -866490.375000 Penalty: 4475.670410
	Iteration 27Q: 3 clusters Score -866490.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -866492.562500 Penalty: 4475.670410
	Iteration 28Q: 3 clusters Score -866492.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -866494.687500 Penalty: 4475.670410
	Iteration 29Q: 3 clusters Score -866494.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -866497.125000 Penalty: 4475.670410
	Iteration 30Q: 3 clusters Score -866497.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -866497.687500 Penalty: 4475.670410
	Iteration 31Q: 3 clusters Score -866497.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -866496.562500 Penalty: 4475.670410
	Iteration 32Q: 3 clusters Score -866496.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -866495.750000 Penalty: 4475.670410
	Iteration 33Q: 3 clusters Score -866495.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -866496.250000 Penalty: 4475.670410
	Iteration 34Q: 3 clusters Score -866496.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -866496.250000 Penalty: 4475.670410
	Iteration 35F: 3 clusters Score -866496.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Entering Unmasked Estep 
Score: -894188.875000 Penalty: 2238.014404
	Iteration 0F: 2 clusters Score -894188.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -887619.937500 Penalty: 4476.028809
	Iteration 0F: 3 clusters Score -887619.9 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -889476.062500 Penalty: 4476.028809
	Iteration 1F: 3 clusters Score -889476.1 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -889820.312500 Penalty: 4476.028809
	Iteration 2F: 3 clusters Score -889820.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -890106.125000 Penalty: 4476.028809
	Iteration 3F: 3 clusters Score -890106.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -890389.875000 Penalty: 4476.028809
	Iteration 4F: 3 clusters Score -890389.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -890687.000000 Penalty: 4476.028809
	Iteration 5F: 3 clusters Score -890687 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -891074.500000 Penalty: 4476.028809
	Iteration 6F: 3 clusters Score -891074.5 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -891574.937500 Penalty: 4476.028809
	Iteration 7F: 3 clusters Score -891574.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -892059.750000 Penalty: 4476.028809
	Iteration 8F: 3 clusters Score -892059.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -892413.500000 Penalty: 4476.028809
	Iteration 9F: 3 clusters Score -892413.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -892608.375000 Penalty: 4476.028809
	Iteration 10Q: 3 clusters Score -892608.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -892750.500000 Penalty: 4476.028809
	Iteration 11Q: 3 clusters Score -892750.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -892827.687500 Penalty: 4476.028809
	Iteration 12Q: 3 clusters Score -892827.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -892873.312500 Penalty: 4476.028809
	Iteration 13Q: 3 clusters Score -892873.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -892900.062500 Penalty: 4476.028809
	Iteration 14Q: 3 clusters Score -892900.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -892918.125000 Penalty: 4476.028809
	Iteration 15Q: 3 clusters Score -892918.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -892932.875000 Penalty: 4476.028809
	Iteration 16Q: 3 clusters Score -892932.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -892943.625000 Penalty: 4476.028809
	Iteration 17Q: 3 clusters Score -892943.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -892951.125000 Penalty: 4476.028809
	Iteration 18Q: 3 clusters Score -892951.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -892955.500000 Penalty: 4476.028809
	Iteration 19Q: 3 clusters Score -892955.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -892958.375000 Penalty: 4476.028809
	Iteration 20F: 3 clusters Score -892958.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -892965.875000 Penalty: 4476.028809
	Iteration 21Q: 3 clusters Score -892965.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -892966.562500 Penalty: 4476.028809
	Iteration 22Q: 3 clusters Score -892966.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -892972.312500 Penalty: 4476.028809
	Iteration 23Q: 3 clusters Score -892972.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -892974.000000 Penalty: 4476.028809
	Iteration 24Q: 3 clusters Score -892974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -892975.812500 Penalty: 4476.028809
	Iteration 25Q: 3 clusters Score -892975.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -892975.312500 Penalty: 4476.028809
	Iteration 26Q: 3 clusters Score -892975.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -892975.125000 Penalty: 4476.028809
	Iteration 27Q: 3 clusters Score -892975.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -892977.000000 Penalty: 4476.028809
	Iteration 28Q: 3 clusters Score -892977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -892977.375000 Penalty: 4476.028809
	Iteration 29Q: 3 clusters Score -892977.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -892976.312500 Penalty: 4476.028809
	Iteration 30Q: 3 clusters Score -892976.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -892977.812500 Penalty: 4476.028809
	Iteration 31Q: 3 clusters Score -892977.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -892978.125000 Penalty: 4476.028809
	Iteration 32Q: 3 clusters Score -892978.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -892982.125000 Penalty: 4476.028809
	Iteration 33Q: 3 clusters Score -892982.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -892981.062500 Penalty: 4476.028809
	Iteration 34Q: 3 clusters Score -892981.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -892984.062500 Penalty: 4476.028809
	Iteration 35Q: 3 clusters Score -892984.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -892982.375000 Penalty: 4476.028809
	Iteration 36Q: 3 clusters Score -892982.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -892985.187500 Penalty: 4476.028809
	Iteration 37Q: 3 clusters Score -892985.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -892985.375000 Penalty: 4476.028809
	Iteration 38Q: 3 clusters Score -892985.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -892986.562500 Penalty: 4476.028809
	Iteration 39Q: 3 clusters Score -892986.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -892986.437500 Penalty: 4476.028809
	Iteration 40F: 3 clusters Score -892986.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -892988.625000 Penalty: 4476.028809
	Iteration 41Q: 3 clusters Score -892988.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -892988.937500 Penalty: 4476.028809
	Iteration 42Q: 3 clusters Score -892988.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -892990.000000 Penalty: 4476.028809
	Iteration 43Q: 3 clusters Score -892990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -892989.937500 Penalty: 4476.028809
	Iteration 44Q: 3 clusters Score -892989.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -892990.750000 Penalty: 4476.028809
	Iteration 45Q: 3 clusters Score -892990.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -892989.937500 Penalty: 4476.028809
	Iteration 46Q: 3 clusters Score -892989.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -892989.937500 Penalty: 4476.028809
	Iteration 47F: 3 clusters Score -892989.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Entering Unmasked Estep 
Score: -546119.687500 Penalty: 2226.645264
	Iteration 0F: 2 clusters Score -546119.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -539770.125000 Penalty: 4453.290527
	Iteration 0F: 3 clusters Score -539770.1 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -541746.937500 Penalty: 4453.290527
	Iteration 1F: 3 clusters Score -541746.9 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -542191.812500 Penalty: 4453.290527
	Iteration 2F: 3 clusters Score -542191.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -542510.250000 Penalty: 4453.290527
	Iteration 3F: 3 clusters Score -542510.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -542769.687500 Penalty: 4453.290527
	Iteration 4F: 3 clusters Score -542769.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -542967.937500 Penalty: 4453.290527
	Iteration 5Q: 3 clusters Score -542967.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -543121.000000 Penalty: 4453.290527
	Iteration 6Q: 3 clusters Score -543121 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -543270.437500 Penalty: 4453.290527
	Iteration 7Q: 3 clusters Score -543270.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -543365.187500 Penalty: 4453.290527
	Iteration 8Q: 3 clusters Score -543365.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -543451.062500 Penalty: 4453.290527
	Iteration 9Q: 3 clusters Score -543451.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -543515.000000 Penalty: 4453.290527
	Iteration 10Q: 3 clusters Score -543515 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -543567.250000 Penalty: 4453.290527
	Iteration 11Q: 3 clusters Score -543567.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -543616.875000 Penalty: 4453.290527
	Iteration 12Q: 3 clusters Score -543616.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -543662.562500 Penalty: 4453.290527
	Iteration 13Q: 3 clusters Score -543662.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -543709.812500 Penalty: 4453.290527
	Iteration 14Q: 3 clusters Score -543709.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -543756.187500 Penalty: 4453.290527
	Iteration 15Q: 3 clusters Score -543756.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -543797.375000 Penalty: 4453.290527
	Iteration 16Q: 3 clusters Score -543797.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -543835.812500 Penalty: 4453.290527
	Iteration 17Q: 3 clusters Score -543835.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -543869.250000 Penalty: 4453.290527
	Iteration 18Q: 3 clusters Score -543869.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -543897.062500 Penalty: 4453.290527
	Iteration 19Q: 3 clusters Score -543897.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -543918.812500 Penalty: 4453.290527
	Iteration 20F: 3 clusters Score -543918.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -543932.687500 Penalty: 4453.290527
	Iteration 21Q: 3 clusters Score -543932.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -543953.375000 Penalty: 4453.290527
	Iteration 22Q: 3 clusters Score -543953.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -543971.000000 Penalty: 4453.290527
	Iteration 23Q: 3 clusters Score -543971 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -543981.687500 Penalty: 4453.290527
	Iteration 24Q: 3 clusters Score -543981.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -543996.062500 Penalty: 4453.290527
	Iteration 25Q: 3 clusters Score -543996.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -544011.437500 Penalty: 4453.290527
	Iteration 26Q: 3 clusters Score -544011.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -544026.250000 Penalty: 4453.290527
	Iteration 27Q: 3 clusters Score -544026.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -544033.125000 Penalty: 4453.290527
	Iteration 28Q: 3 clusters Score -544033.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -544042.875000 Penalty: 4453.290527
	Iteration 29Q: 3 clusters Score -544042.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -544048.000000 Penalty: 4453.290527
	Iteration 30Q: 3 clusters Score -544048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -544054.250000 Penalty: 4453.290527
	Iteration 31Q: 3 clusters Score -544054.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -544061.187500 Penalty: 4453.290527
	Iteration 32Q: 3 clusters Score -544061.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -544075.875000 Penalty: 4453.290527
	Iteration 33Q: 3 clusters Score -544075.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -544088.437500 Penalty: 4453.290527
	Iteration 34Q: 3 clusters Score -544088.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -544097.437500 Penalty: 4453.290527
	Iteration 35Q: 3 clusters Score -544097.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -544102.937500 Penalty: 4453.290527
	Iteration 36Q: 3 clusters Score -544102.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -544105.500000 Penalty: 4453.290527
	Iteration 37Q: 3 clusters Score -544105.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -544107.562500 Penalty: 4453.290527
	Iteration 38Q: 3 clusters Score -544107.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -544112.562500 Penalty: 4453.290527
	Iteration 39Q: 3 clusters Score -544112.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -544115.062500 Penalty: 4453.290527
	Iteration 40F: 3 clusters Score -544115.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -544119.500000 Penalty: 4453.290527
	Iteration 41Q: 3 clusters Score -544119.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -544123.687500 Penalty: 4453.290527
	Iteration 42Q: 3 clusters Score -544123.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -544126.250000 Penalty: 4453.290527
	Iteration 43Q: 3 clusters Score -544126.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -544130.187500 Penalty: 4453.290527
	Iteration 44Q: 3 clusters Score -544130.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -544132.375000 Penalty: 4453.290527
	Iteration 45Q: 3 clusters Score -544132.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -544137.375000 Penalty: 4453.290527
	Iteration 46Q: 3 clusters Score -544137.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -544140.812500 Penalty: 4453.290527
	Iteration 47Q: 3 clusters Score -544140.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -544142.562500 Penalty: 4453.290527
	Iteration 48Q: 3 clusters Score -544142.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -544144.312500 Penalty: 4453.290527
	Iteration 49Q: 3 clusters Score -544144.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -544145.187500 Penalty: 4453.290527
	Iteration 50Q: 3 clusters Score -544145.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -544147.250000 Penalty: 4453.290527
	Iteration 51Q: 3 clusters Score -544147.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -544147.750000 Penalty: 4453.290527
	Iteration 52Q: 3 clusters Score -544147.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -544148.812500 Penalty: 4453.290527
	Iteration 53Q: 3 clusters Score -544148.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -544150.687500 Penalty: 4453.290527
	Iteration 54Q: 3 clusters Score -544150.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -544152.000000 Penalty: 4453.290527
	Iteration 55Q: 3 clusters Score -544152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -544152.062500 Penalty: 4453.290527
	Iteration 56Q: 3 clusters Score -544152.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -544153.875000 Penalty: 4453.290527
	Iteration 57Q: 3 clusters Score -544153.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -544155.000000 Penalty: 4453.290527
	Iteration 58Q: 3 clusters Score -544155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -544157.562500 Penalty: 4453.290527
	Iteration 59Q: 3 clusters Score -544157.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -544158.500000 Penalty: 4453.290527
	Iteration 60F: 3 clusters Score -544158.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -544159.625000 Penalty: 4453.290527
	Iteration 61Q: 3 clusters Score -544159.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -544161.000000 Penalty: 4453.290527
	Iteration 62Q: 3 clusters Score -544161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -544163.125000 Penalty: 4453.290527
	Iteration 63Q: 3 clusters Score -544163.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -544165.375000 Penalty: 4453.290527
	Iteration 64Q: 3 clusters Score -544165.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -544170.312500 Penalty: 4453.290527
	Iteration 65Q: 3 clusters Score -544170.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -544177.187500 Penalty: 4453.290527
	Iteration 66Q: 3 clusters Score -544177.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -544179.187500 Penalty: 4453.290527
	Iteration 67Q: 3 clusters Score -544179.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -544181.812500 Penalty: 4453.290527
	Iteration 68Q: 3 clusters Score -544181.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -544188.437500 Penalty: 4453.290527
	Iteration 69Q: 3 clusters Score -544188.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -544189.000000 Penalty: 4453.290527
	Iteration 70Q: 3 clusters Score -544189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -544192.812500 Penalty: 4453.290527
	Iteration 71Q: 3 clusters Score -544192.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -544195.437500 Penalty: 4453.290527
	Iteration 72Q: 3 clusters Score -544195.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -544198.375000 Penalty: 4453.290527
	Iteration 73Q: 3 clusters Score -544198.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -544199.250000 Penalty: 4453.290527
	Iteration 74Q: 3 clusters Score -544199.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -544198.875000 Penalty: 4453.290527
	Iteration 75Q: 3 clusters Score -544198.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -544198.187500 Penalty: 4453.290527
	Iteration 76Q: 3 clusters Score -544198.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -544198.187500 Penalty: 4453.290527
	Iteration 77F: 3 clusters Score -544198.2 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: -36986.199219 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -36986.2 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 190 members 
Entering Unmasked Estep 
Score: -35642.031250 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -35642.03 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -35816.949219 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -35816.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -35875.730469 Penalty: 2961.745850
	Iteration 2Q: 3 clusters Score -35875.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -35907.605469 Penalty: 2961.745850
	Iteration 3Q: 3 clusters Score -35907.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -35918.652344 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -35918.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -35932.183594 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -35932.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -35938.410156 Penalty: 2961.745850
	Iteration 6Q: 3 clusters Score -35938.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -35938.410156 Penalty: 2961.745850
	Iteration 7F: 3 clusters Score -35938.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (18538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Entering Unmasked Estep 
Score: -2005990.500000 Penalty: 2437.239258
	Iteration 0F: 2 clusters Score -2005990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1992832.625000 Penalty: 4874.478516
	Iteration 0F: 3 clusters Score -1992833 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1997236.625000 Penalty: 4874.478516
	Iteration 1F: 3 clusters Score -1997237 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1997687.500000 Penalty: 4874.478516
	Iteration 2F: 3 clusters Score -1997688 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1998068.000000 Penalty: 4874.478516
	Iteration 3F: 3 clusters Score -1998068 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1998456.500000 Penalty: 4874.478516
	Iteration 4Q: 3 clusters Score -1998456 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1998890.625000 Penalty: 4874.478516
	Iteration 5Q: 3 clusters Score -1998891 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1999406.875000 Penalty: 4874.478516
	Iteration 6Q: 3 clusters Score -1999407 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2000062.875000 Penalty: 4874.478516
	Iteration 7F: 3 clusters Score -2000063 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2000801.875000 Penalty: 4874.478516
	Iteration 8F: 3 clusters Score -2000802 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -2001489.625000 Penalty: 4874.478516
	Iteration 9F: 3 clusters Score -2001490 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2002069.125000 Penalty: 4874.478516
	Iteration 10Q: 3 clusters Score -2002069 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2002508.000000 Penalty: 4874.478516
	Iteration 11Q: 3 clusters Score -2002508 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2002874.125000 Penalty: 4874.478516
	Iteration 12Q: 3 clusters Score -2002874 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2003182.500000 Penalty: 4874.478516
	Iteration 13Q: 3 clusters Score -2003182 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2003386.500000 Penalty: 4874.478516
	Iteration 14Q: 3 clusters Score -2003386 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2003525.000000 Penalty: 4874.478516
	Iteration 15Q: 3 clusters Score -2003525 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2003622.750000 Penalty: 4874.478516
	Iteration 16Q: 3 clusters Score -2003623 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2003686.500000 Penalty: 4874.478516
	Iteration 17Q: 3 clusters Score -2003686 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2003740.125000 Penalty: 4874.478516
	Iteration 18Q: 3 clusters Score -2003740 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2003785.375000 Penalty: 4874.478516
	Iteration 19Q: 3 clusters Score -2003785 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2003829.125000 Penalty: 4874.478516
	Iteration 20F: 3 clusters Score -2003829 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2003876.625000 Penalty: 4874.478516
	Iteration 21Q: 3 clusters Score -2003877 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2003900.250000 Penalty: 4874.478516
	Iteration 22Q: 3 clusters Score -2003900 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2003937.625000 Penalty: 4874.478516
	Iteration 23Q: 3 clusters Score -2003938 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2003969.000000 Penalty: 4874.478516
	Iteration 24Q: 3 clusters Score -2003969 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2003999.375000 Penalty: 4874.478516
	Iteration 25Q: 3 clusters Score -2003999 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2004026.875000 Penalty: 4874.478516
	Iteration 26Q: 3 clusters Score -2004027 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2004078.125000 Penalty: 4874.478516
	Iteration 27Q: 3 clusters Score -2004078 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2004109.500000 Penalty: 4874.478516
	Iteration 28Q: 3 clusters Score -2004110 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2004152.750000 Penalty: 4874.478516
	Iteration 29Q: 3 clusters Score -2004153 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2004193.000000 Penalty: 4874.478516
	Iteration 30Q: 3 clusters Score -2004193 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2004228.125000 Penalty: 4874.478516
	Iteration 31Q: 3 clusters Score -2004228 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2004253.125000 Penalty: 4874.478516
	Iteration 32Q: 3 clusters Score -2004253 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2004268.500000 Penalty: 4874.478516
	Iteration 33Q: 3 clusters Score -2004268 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2004283.125000 Penalty: 4874.478516
	Iteration 34Q: 3 clusters Score -2004283 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2004293.125000 Penalty: 4874.478516
	Iteration 35Q: 3 clusters Score -2004293 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2004304.875000 Penalty: 4874.478516
	Iteration 36Q: 3 clusters Score -2004305 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2004316.250000 Penalty: 4874.478516
	Iteration 37Q: 3 clusters Score -2004316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2004326.250000 Penalty: 4874.478516
	Iteration 38Q: 3 clusters Score -2004326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2004329.750000 Penalty: 4874.478516
	Iteration 39Q: 3 clusters Score -2004330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2004335.875000 Penalty: 4874.478516
	Iteration 40F: 3 clusters Score -2004336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2004339.625000 Penalty: 4874.478516
	Iteration 41Q: 3 clusters Score -2004340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2004344.875000 Penalty: 4874.478516
	Iteration 42Q: 3 clusters Score -2004345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2004344.750000 Penalty: 4874.478516
	Iteration 43Q: 3 clusters Score -2004345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2004344.125000 Penalty: 4874.478516
	Iteration 44Q: 3 clusters Score -2004344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2004348.625000 Penalty: 4874.478516
	Iteration 45Q: 3 clusters Score -2004349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2004347.625000 Penalty: 4874.478516
	Iteration 46Q: 3 clusters Score -2004348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2004349.000000 Penalty: 4874.478516
	Iteration 47Q: 3 clusters Score -2004349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2004351.125000 Penalty: 4874.478516
	Iteration 48Q: 3 clusters Score -2004351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2004351.250000 Penalty: 4874.478516
	Iteration 49Q: 3 clusters Score -2004351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2004352.500000 Penalty: 4874.478516
	Iteration 50Q: 3 clusters Score -2004352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2004350.750000 Penalty: 4874.478516
	Iteration 51Q: 3 clusters Score -2004351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2004353.875000 Penalty: 4874.478516
	Iteration 52Q: 3 clusters Score -2004354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2004356.750000 Penalty: 4874.478516
	Iteration 53Q: 3 clusters Score -2004357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2004356.875000 Penalty: 4874.478516
	Iteration 54Q: 3 clusters Score -2004357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2004359.125000 Penalty: 4874.478516
	Iteration 55Q: 3 clusters Score -2004359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2004357.625000 Penalty: 4874.478516
	Iteration 56Q: 3 clusters Score -2004358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2004357.625000 Penalty: 4874.478516
	Iteration 57F: 3 clusters Score -2004358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (20555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Entering Unmasked Estep 
Score: -1800472.250000 Penalty: 2462.853271
	Iteration 0F: 2 clusters Score -1800472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1786054.000000 Penalty: 4925.706543
	Iteration 0F: 3 clusters Score -1786054 nChanged 9066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1791033.375000 Penalty: 4925.706543
	Iteration 1F: 3 clusters Score -1791033 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1791589.000000 Penalty: 4925.706543
	Iteration 2F: 3 clusters Score -1791589 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1792110.375000 Penalty: 4925.706543
	Iteration 3F: 3 clusters Score -1792110 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1792632.125000 Penalty: 4925.706543
	Iteration 4F: 3 clusters Score -1792632 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1793210.750000 Penalty: 4925.706543
	Iteration 5F: 3 clusters Score -1793211 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1793734.500000 Penalty: 4925.706543
	Iteration 6F: 3 clusters Score -1793734 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1794198.000000 Penalty: 4925.706543
	Iteration 7Q: 3 clusters Score -1794198 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1794586.125000 Penalty: 4925.706543
	Iteration 8Q: 3 clusters Score -1794586 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1794920.750000 Penalty: 4925.706543
	Iteration 9Q: 3 clusters Score -1794921 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1795195.000000 Penalty: 4925.706543
	Iteration 10Q: 3 clusters Score -1795195 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1795402.750000 Penalty: 4925.706543
	Iteration 11Q: 3 clusters Score -1795403 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1795588.125000 Penalty: 4925.706543
	Iteration 12Q: 3 clusters Score -1795588 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1795748.625000 Penalty: 4925.706543
	Iteration 13Q: 3 clusters Score -1795749 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1795931.500000 Penalty: 4925.706543
	Iteration 14Q: 3 clusters Score -1795932 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1796110.250000 Penalty: 4925.706543
	Iteration 15Q: 3 clusters Score -1796110 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1796275.750000 Penalty: 4925.706543
	Iteration 16Q: 3 clusters Score -1796276 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1796432.500000 Penalty: 4925.706543
	Iteration 17Q: 3 clusters Score -1796432 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1796579.250000 Penalty: 4925.706543
	Iteration 18Q: 3 clusters Score -1796579 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1796720.125000 Penalty: 4925.706543
	Iteration 19Q: 3 clusters Score -1796720 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1796854.500000 Penalty: 4925.706543
	Iteration 20F: 3 clusters Score -1796854 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1796983.125000 Penalty: 4925.706543
	Iteration 21Q: 3 clusters Score -1796983 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1797089.000000 Penalty: 4925.706543
	Iteration 22Q: 3 clusters Score -1797089 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1797177.125000 Penalty: 4925.706543
	Iteration 23Q: 3 clusters Score -1797177 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1797253.250000 Penalty: 4925.706543
	Iteration 24Q: 3 clusters Score -1797253 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1797330.000000 Penalty: 4925.706543
	Iteration 25Q: 3 clusters Score -1797330 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1797408.875000 Penalty: 4925.706543
	Iteration 26Q: 3 clusters Score -1797409 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1797491.125000 Penalty: 4925.706543
	Iteration 27Q: 3 clusters Score -1797491 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1797561.875000 Penalty: 4925.706543
	Iteration 28Q: 3 clusters Score -1797562 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1797642.750000 Penalty: 4925.706543
	Iteration 29Q: 3 clusters Score -1797643 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1797709.125000 Penalty: 4925.706543
	Iteration 30Q: 3 clusters Score -1797709 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1797771.250000 Penalty: 4925.706543
	Iteration 31Q: 3 clusters Score -1797771 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1797838.375000 Penalty: 4925.706543
	Iteration 32Q: 3 clusters Score -1797838 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1797920.125000 Penalty: 4925.706543
	Iteration 33Q: 3 clusters Score -1797920 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1798002.750000 Penalty: 4925.706543
	Iteration 34Q: 3 clusters Score -1798003 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1798073.250000 Penalty: 4925.706543
	Iteration 35Q: 3 clusters Score -1798073 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1798155.125000 Penalty: 4925.706543
	Iteration 36Q: 3 clusters Score -1798155 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1798213.750000 Penalty: 4925.706543
	Iteration 37Q: 3 clusters Score -1798214 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1798279.625000 Penalty: 4925.706543
	Iteration 38Q: 3 clusters Score -1798280 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1798346.750000 Penalty: 4925.706543
	Iteration 39Q: 3 clusters Score -1798347 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1798413.125000 Penalty: 4925.706543
	Iteration 40F: 3 clusters Score -1798413 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1798467.875000 Penalty: 4925.706543
	Iteration 41Q: 3 clusters Score -1798468 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1798512.000000 Penalty: 4925.706543
	Iteration 42Q: 3 clusters Score -1798512 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1798561.875000 Penalty: 4925.706543
	Iteration 43Q: 3 clusters Score -1798562 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1798598.625000 Penalty: 4925.706543
	Iteration 44Q: 3 clusters Score -1798599 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1798661.250000 Penalty: 4925.706543
	Iteration 45Q: 3 clusters Score -1798661 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1798722.375000 Penalty: 4925.706543
	Iteration 46Q: 3 clusters Score -1798722 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1798789.000000 Penalty: 4925.706543
	Iteration 47Q: 3 clusters Score -1798789 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1798852.750000 Penalty: 4925.706543
	Iteration 48Q: 3 clusters Score -1798853 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1798913.500000 Penalty: 4925.706543
	Iteration 49Q: 3 clusters Score -1798914 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1798945.875000 Penalty: 4925.706543
	Iteration 50Q: 3 clusters Score -1798946 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1798981.000000 Penalty: 4925.706543
	Iteration 51Q: 3 clusters Score -1798981 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1799002.000000 Penalty: 4925.706543
	Iteration 52Q: 3 clusters Score -1799002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1799015.375000 Penalty: 4925.706543
	Iteration 53Q: 3 clusters Score -1799015 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1799027.625000 Penalty: 4925.706543
	Iteration 54Q: 3 clusters Score -1799028 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1799039.625000 Penalty: 4925.706543
	Iteration 55Q: 3 clusters Score -1799040 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1799058.750000 Penalty: 4925.706543
	Iteration 56Q: 3 clusters Score -1799059 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1799073.000000 Penalty: 4925.706543
	Iteration 57Q: 3 clusters Score -1799073 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1799088.375000 Penalty: 4925.706543
	Iteration 58Q: 3 clusters Score -1799088 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1799098.250000 Penalty: 4925.706543
	Iteration 59Q: 3 clusters Score -1799098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1799106.625000 Penalty: 4925.706543
	Iteration 60F: 3 clusters Score -1799107 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1799118.875000 Penalty: 4925.706543
	Iteration 61Q: 3 clusters Score -1799119 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1799127.500000 Penalty: 4925.706543
	Iteration 62Q: 3 clusters Score -1799128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1799133.375000 Penalty: 4925.706543
	Iteration 63Q: 3 clusters Score -1799133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1799136.625000 Penalty: 4925.706543
	Iteration 64Q: 3 clusters Score -1799137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1799139.125000 Penalty: 4925.706543
	Iteration 65Q: 3 clusters Score -1799139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1799138.750000 Penalty: 4925.706543
	Iteration 66Q: 3 clusters Score -1799139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1799140.375000 Penalty: 4925.706543
	Iteration 67Q: 3 clusters Score -1799140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1799140.375000 Penalty: 4925.706543
	Iteration 68F: 3 clusters Score -1799140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Entering Unmasked Estep 
Score: -432694.750000 Penalty: 2083.808838
	Iteration 0F: 2 clusters Score -432694.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -428545.718750 Penalty: 4167.617676
	Iteration 0F: 3 clusters Score -428545.7 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -429527.218750 Penalty: 4167.617676
	Iteration 1F: 3 clusters Score -429527.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -429795.000000 Penalty: 4167.617676
	Iteration 2F: 3 clusters Score -429795 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -429977.906250 Penalty: 4167.617676
	Iteration 3F: 3 clusters Score -429977.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -430118.562500 Penalty: 4167.617676
	Iteration 4Q: 3 clusters Score -430118.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -430213.375000 Penalty: 4167.617676
	Iteration 5Q: 3 clusters Score -430213.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -430302.687500 Penalty: 4167.617676
	Iteration 6Q: 3 clusters Score -430302.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -430374.187500 Penalty: 4167.617676
	Iteration 7Q: 3 clusters Score -430374.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -430429.437500 Penalty: 4167.617676
	Iteration 8Q: 3 clusters Score -430429.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -430476.718750 Penalty: 4167.617676
	Iteration 9Q: 3 clusters Score -430476.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -430524.218750 Penalty: 4167.617676
	Iteration 10Q: 3 clusters Score -430524.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -430593.468750 Penalty: 4167.617676
	Iteration 11Q: 3 clusters Score -430593.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -430671.156250 Penalty: 4167.617676
	Iteration 12Q: 3 clusters Score -430671.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -430777.187500 Penalty: 4167.617676
	Iteration 13Q: 3 clusters Score -430777.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -430868.781250 Penalty: 4167.617676
	Iteration 14Q: 3 clusters Score -430868.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -430958.468750 Penalty: 4167.617676
	Iteration 15Q: 3 clusters Score -430958.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -431052.062500 Penalty: 4167.617676
	Iteration 16Q: 3 clusters Score -431052.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -431165.437500 Penalty: 4167.617676
	Iteration 17Q: 3 clusters Score -431165.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -431280.218750 Penalty: 4167.617676
	Iteration 18Q: 3 clusters Score -431280.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -431389.468750 Penalty: 4167.617676
	Iteration 19Q: 3 clusters Score -431389.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -431474.187500 Penalty: 4167.617676
	Iteration 20F: 3 clusters Score -431474.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -431534.781250 Penalty: 4167.617676
	Iteration 21Q: 3 clusters Score -431534.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -431588.656250 Penalty: 4167.617676
	Iteration 22Q: 3 clusters Score -431588.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -431631.500000 Penalty: 4167.617676
	Iteration 23Q: 3 clusters Score -431631.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -431675.218750 Penalty: 4167.617676
	Iteration 24Q: 3 clusters Score -431675.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -431710.562500 Penalty: 4167.617676
	Iteration 25Q: 3 clusters Score -431710.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -431734.187500 Penalty: 4167.617676
	Iteration 26Q: 3 clusters Score -431734.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -431752.031250 Penalty: 4167.617676
	Iteration 27Q: 3 clusters Score -431752 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -431772.593750 Penalty: 4167.617676
	Iteration 28Q: 3 clusters Score -431772.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -431790.187500 Penalty: 4167.617676
	Iteration 29Q: 3 clusters Score -431790.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -431802.937500 Penalty: 4167.617676
	Iteration 30Q: 3 clusters Score -431802.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -431810.218750 Penalty: 4167.617676
	Iteration 31Q: 3 clusters Score -431810.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -431812.218750 Penalty: 4167.617676
	Iteration 32Q: 3 clusters Score -431812.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -431812.656250 Penalty: 4167.617676
	Iteration 33Q: 3 clusters Score -431812.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -431815.500000 Penalty: 4167.617676
	Iteration 34Q: 3 clusters Score -431815.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -431818.125000 Penalty: 4167.617676
	Iteration 35Q: 3 clusters Score -431818.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -431817.593750 Penalty: 4167.617676
	Iteration 36Q: 3 clusters Score -431817.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -431820.687500 Penalty: 4167.617676
	Iteration 37Q: 3 clusters Score -431820.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -431823.093750 Penalty: 4167.617676
	Iteration 38Q: 3 clusters Score -431823.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -431824.218750 Penalty: 4167.617676
	Iteration 39Q: 3 clusters Score -431824.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -431825.343750 Penalty: 4167.617676
	Iteration 40F: 3 clusters Score -431825.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -431825.968750 Penalty: 4167.617676
	Iteration 41Q: 3 clusters Score -431826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -431825.500000 Penalty: 4167.617676
	Iteration 42Q: 3 clusters Score -431825.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -431826.312500 Penalty: 4167.617676
	Iteration 43Q: 3 clusters Score -431826.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -431826.312500 Penalty: 4167.617676
	Iteration 44F: 3 clusters Score -431826.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (18500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Entering Unmasked Estep 
Score: -2021519.250000 Penalty: 2436.730469
	Iteration 0F: 2 clusters Score -2021519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2008435.250000 Penalty: 4873.460938
	Iteration 0F: 3 clusters Score -2008435 nChanged 8163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2012873.625000 Penalty: 4873.460938
	Iteration 1F: 3 clusters Score -2012874 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2013269.250000 Penalty: 4873.460938
	Iteration 2F: 3 clusters Score -2013269 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -2013594.250000 Penalty: 4873.460938
	Iteration 3Q: 3 clusters Score -2013594 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2013916.375000 Penalty: 4873.460938
	Iteration 4Q: 3 clusters Score -2013916 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -2014254.125000 Penalty: 4873.460938
	Iteration 5Q: 3 clusters Score -2014254 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -2014638.875000 Penalty: 4873.460938
	Iteration 6Q: 3 clusters Score -2014639 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2015121.250000 Penalty: 4873.460938
	Iteration 7Q: 3 clusters Score -2015121 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2015728.625000 Penalty: 4873.460938
	Iteration 8F: 3 clusters Score -2015729 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -2016320.250000 Penalty: 4873.460938
	Iteration 9F: 3 clusters Score -2016320 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2016863.250000 Penalty: 4873.460938
	Iteration 10Q: 3 clusters Score -2016863 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -2017398.375000 Penalty: 4873.460938
	Iteration 11Q: 3 clusters Score -2017398 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2017773.000000 Penalty: 4873.460938
	Iteration 12Q: 3 clusters Score -2017773 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2018055.875000 Penalty: 4873.460938
	Iteration 13Q: 3 clusters Score -2018056 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2018298.750000 Penalty: 4873.460938
	Iteration 14Q: 3 clusters Score -2018299 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2018476.750000 Penalty: 4873.460938
	Iteration 15Q: 3 clusters Score -2018477 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2018622.125000 Penalty: 4873.460938
	Iteration 16Q: 3 clusters Score -2018622 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2018758.875000 Penalty: 4873.460938
	Iteration 17Q: 3 clusters Score -2018759 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2018866.875000 Penalty: 4873.460938
	Iteration 18Q: 3 clusters Score -2018867 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2018955.500000 Penalty: 4873.460938
	Iteration 19Q: 3 clusters Score -2018956 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2019059.625000 Penalty: 4873.460938
	Iteration 20F: 3 clusters Score -2019060 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2019139.000000 Penalty: 4873.460938
	Iteration 21Q: 3 clusters Score -2019139 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2019211.625000 Penalty: 4873.460938
	Iteration 22Q: 3 clusters Score -2019212 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2019276.750000 Penalty: 4873.460938
	Iteration 23Q: 3 clusters Score -2019277 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2019307.750000 Penalty: 4873.460938
	Iteration 24Q: 3 clusters Score -2019308 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2019340.625000 Penalty: 4873.460938
	Iteration 25Q: 3 clusters Score -2019341 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2019362.875000 Penalty: 4873.460938
	Iteration 26Q: 3 clusters Score -2019363 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2019377.250000 Penalty: 4873.460938
	Iteration 27Q: 3 clusters Score -2019377 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2019392.125000 Penalty: 4873.460938
	Iteration 28Q: 3 clusters Score -2019392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2019396.000000 Penalty: 4873.460938
	Iteration 29Q: 3 clusters Score -2019396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2019409.500000 Penalty: 4873.460938
	Iteration 30Q: 3 clusters Score -2019410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2019414.875000 Penalty: 4873.460938
	Iteration 31Q: 3 clusters Score -2019415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2019431.125000 Penalty: 4873.460938
	Iteration 32Q: 3 clusters Score -2019431 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2019441.125000 Penalty: 4873.460938
	Iteration 33Q: 3 clusters Score -2019441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2019449.875000 Penalty: 4873.460938
	Iteration 34Q: 3 clusters Score -2019450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2019454.875000 Penalty: 4873.460938
	Iteration 35Q: 3 clusters Score -2019455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2019462.375000 Penalty: 4873.460938
	Iteration 36Q: 3 clusters Score -2019462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2019474.500000 Penalty: 4873.460938
	Iteration 37Q: 3 clusters Score -2019474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2019478.000000 Penalty: 4873.460938
	Iteration 38Q: 3 clusters Score -2019478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2019484.375000 Penalty: 4873.460938
	Iteration 39Q: 3 clusters Score -2019484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2019491.125000 Penalty: 4873.460938
	Iteration 40F: 3 clusters Score -2019491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2019494.500000 Penalty: 4873.460938
	Iteration 41Q: 3 clusters Score -2019494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2019495.500000 Penalty: 4873.460938
	Iteration 42Q: 3 clusters Score -2019496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2019501.875000 Penalty: 4873.460938
	Iteration 43Q: 3 clusters Score -2019502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2019502.625000 Penalty: 4873.460938
	Iteration 44Q: 3 clusters Score -2019503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2019504.625000 Penalty: 4873.460938
	Iteration 45Q: 3 clusters Score -2019505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2019506.375000 Penalty: 4873.460938
	Iteration 46Q: 3 clusters Score -2019506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2019510.125000 Penalty: 4873.460938
	Iteration 47Q: 3 clusters Score -2019510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2019518.250000 Penalty: 4873.460938
	Iteration 48Q: 3 clusters Score -2019518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2019518.750000 Penalty: 4873.460938
	Iteration 49Q: 3 clusters Score -2019519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2019524.750000 Penalty: 4873.460938
	Iteration 50Q: 3 clusters Score -2019525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2019528.000000 Penalty: 4873.460938
	Iteration 51Q: 3 clusters Score -2019528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2019529.500000 Penalty: 4873.460938
	Iteration 52Q: 3 clusters Score -2019530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2019532.000000 Penalty: 4873.460938
	Iteration 53Q: 3 clusters Score -2019532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2019528.625000 Penalty: 4873.460938
	Iteration 54Q: 3 clusters Score -2019529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2019528.250000 Penalty: 4873.460938
	Iteration 55Q: 3 clusters Score -2019528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2019531.250000 Penalty: 4873.460938
	Iteration 56Q: 3 clusters Score -2019531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2019532.500000 Penalty: 4873.460938
	Iteration 57Q: 3 clusters Score -2019532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2019534.875000 Penalty: 4873.460938
	Iteration 58Q: 3 clusters Score -2019535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2019535.125000 Penalty: 4873.460938
	Iteration 59Q: 3 clusters Score -2019535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2019537.375000 Penalty: 4873.460938
	Iteration 60F: 3 clusters Score -2019537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2019537.750000 Penalty: 4873.460938
	Iteration 61Q: 3 clusters Score -2019538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2019537.750000 Penalty: 4873.460938
	Iteration 62F: 3 clusters Score -2019538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -41236.675781 Penalty: 1505.542969
	Iteration 0F: 2 clusters Score -41236.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39775.320312 Penalty: 3011.085938
	Iteration 0F: 3 clusters Score -39775.32 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39922.144531 Penalty: 3011.085938
	Iteration 1F: 3 clusters Score -39922.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39998.664062 Penalty: 3011.085938
	Iteration 2F: 3 clusters Score -39998.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -40024.023438 Penalty: 3011.085938
	Iteration 3Q: 3 clusters Score -40024.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -40031.531250 Penalty: 3011.085938
	Iteration 4Q: 3 clusters Score -40031.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -40035.980469 Penalty: 3011.085938
	Iteration 5Q: 3 clusters Score -40035.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -40039.328125 Penalty: 3011.085938
	Iteration 6Q: 3 clusters Score -40039.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40039.992188 Penalty: 3011.085938
	Iteration 7Q: 3 clusters Score -40039.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40039.992188 Penalty: 3011.085938
	Iteration 8F: 3 clusters Score -40039.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (16462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Entering Unmasked Estep 
Score: -1795930.625000 Penalty: 2407.784912
	Iteration 0F: 2 clusters Score -1795931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1784142.375000 Penalty: 4815.569824
	Iteration 0F: 3 clusters Score -1784142 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1787924.625000 Penalty: 4815.569824
	Iteration 1F: 3 clusters Score -1787925 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1788310.875000 Penalty: 4815.569824
	Iteration 2F: 3 clusters Score -1788311 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1788654.500000 Penalty: 4815.569824
	Iteration 3Q: 3 clusters Score -1788654 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1788960.375000 Penalty: 4815.569824
	Iteration 4Q: 3 clusters Score -1788960 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1789283.500000 Penalty: 4815.569824
	Iteration 5Q: 3 clusters Score -1789284 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1789669.250000 Penalty: 4815.569824
	Iteration 6Q: 3 clusters Score -1789669 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1790148.000000 Penalty: 4815.569824
	Iteration 7F: 3 clusters Score -1790148 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1790688.500000 Penalty: 4815.569824
	Iteration 8F: 3 clusters Score -1790688 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1791248.500000 Penalty: 4815.569824
	Iteration 9F: 3 clusters Score -1791248 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1791742.125000 Penalty: 4815.569824
	Iteration 10Q: 3 clusters Score -1791742 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1792138.125000 Penalty: 4815.569824
	Iteration 11Q: 3 clusters Score -1792138 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1792429.875000 Penalty: 4815.569824
	Iteration 12Q: 3 clusters Score -1792430 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1792629.500000 Penalty: 4815.569824
	Iteration 13Q: 3 clusters Score -1792630 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1792798.625000 Penalty: 4815.569824
	Iteration 14Q: 3 clusters Score -1792799 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1792952.625000 Penalty: 4815.569824
	Iteration 15Q: 3 clusters Score -1792953 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1793096.375000 Penalty: 4815.569824
	Iteration 16Q: 3 clusters Score -1793096 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -1793220.250000 Penalty: 4815.569824
	Iteration 17Q: 3 clusters Score -1793220 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -1793336.875000 Penalty: 4815.569824
	Iteration 18Q: 3 clusters Score -1793337 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -1793447.250000 Penalty: 4815.569824
	Iteration 19Q: 3 clusters Score -1793447 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -1793529.250000 Penalty: 4815.569824
	Iteration 20F: 3 clusters Score -1793529 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1793602.125000 Penalty: 4815.569824
	Iteration 21Q: 3 clusters Score -1793602 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -1793653.500000 Penalty: 4815.569824
	Iteration 22Q: 3 clusters Score -1793654 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -1793693.500000 Penalty: 4815.569824
	Iteration 23Q: 3 clusters Score -1793694 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -1793718.000000 Penalty: 4815.569824
	Iteration 24Q: 3 clusters Score -1793718 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -1793737.500000 Penalty: 4815.569824
	Iteration 25Q: 3 clusters Score -1793738 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -1793747.625000 Penalty: 4815.569824
	Iteration 26Q: 3 clusters Score -1793748 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -1793766.750000 Penalty: 4815.569824
	Iteration 27Q: 3 clusters Score -1793767 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -1793788.250000 Penalty: 4815.569824
	Iteration 28Q: 3 clusters Score -1793788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -1793798.125000 Penalty: 4815.569824
	Iteration 29Q: 3 clusters Score -1793798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -1793812.625000 Penalty: 4815.569824
	Iteration 30Q: 3 clusters Score -1793813 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -1793822.375000 Penalty: 4815.569824
	Iteration 31Q: 3 clusters Score -1793822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -1793828.875000 Penalty: 4815.569824
	Iteration 32Q: 3 clusters Score -1793829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -1793828.500000 Penalty: 4815.569824
	Iteration 33Q: 3 clusters Score -1793828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -1793837.250000 Penalty: 4815.569824
	Iteration 34Q: 3 clusters Score -1793837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -1793841.875000 Penalty: 4815.569824
	Iteration 35Q: 3 clusters Score -1793842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -1793845.625000 Penalty: 4815.569824
	Iteration 36Q: 3 clusters Score -1793846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1793846.625000 Penalty: 4815.569824
	Iteration 37Q: 3 clusters Score -1793847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -1793850.375000 Penalty: 4815.569824
	Iteration 38Q: 3 clusters Score -1793850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -1793855.750000 Penalty: 4815.569824
	Iteration 39Q: 3 clusters Score -1793856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -1793862.875000 Penalty: 4815.569824
	Iteration 40F: 3 clusters Score -1793863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -1793862.500000 Penalty: 4815.569824
	Iteration 41Q: 3 clusters Score -1793862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -1793870.125000 Penalty: 4815.569824
	Iteration 42Q: 3 clusters Score -1793870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -1793874.250000 Penalty: 4815.569824
	Iteration 43Q: 3 clusters Score -1793874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1793872.125000 Penalty: 4815.569824
	Iteration 44Q: 3 clusters Score -1793872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -1793877.250000 Penalty: 4815.569824
	Iteration 45Q: 3 clusters Score -1793877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -1793887.125000 Penalty: 4815.569824
	Iteration 46Q: 3 clusters Score -1793887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -1793887.625000 Penalty: 4815.569824
	Iteration 47Q: 3 clusters Score -1793888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -1793890.375000 Penalty: 4815.569824
	Iteration 48Q: 3 clusters Score -1793890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -1793897.000000 Penalty: 4815.569824
	Iteration 49Q: 3 clusters Score -1793897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1793893.250000 Penalty: 4815.569824
	Iteration 50Q: 3 clusters Score -1793893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1793894.125000 Penalty: 4815.569824
	Iteration 51Q: 3 clusters Score -1793894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -1793894.625000 Penalty: 4815.569824
	Iteration 52Q: 3 clusters Score -1793895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -1793894.625000 Penalty: 4815.569824
	Iteration 53F: 3 clusters Score -1793895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Entering Unmasked Estep 
Score: -868831.937500 Penalty: 2249.456543
	Iteration 0F: 2 clusters Score -868831.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -861974.000000 Penalty: 4498.913086
	Iteration 0F: 3 clusters Score -861974 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -863911.500000 Penalty: 4498.913086
	Iteration 1F: 3 clusters Score -863911.5 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -864235.375000 Penalty: 4498.913086
	Iteration 2F: 3 clusters Score -864235.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -864521.437500 Penalty: 4498.913086
	Iteration 3F: 3 clusters Score -864521.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -864772.687500 Penalty: 4498.913086
	Iteration 4F: 3 clusters Score -864772.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -864981.000000 Penalty: 4498.913086
	Iteration 5Q: 3 clusters Score -864981 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -865178.875000 Penalty: 4498.913086
	Iteration 6Q: 3 clusters Score -865178.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -865322.750000 Penalty: 4498.913086
	Iteration 7Q: 3 clusters Score -865322.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -865439.750000 Penalty: 4498.913086
	Iteration 8Q: 3 clusters Score -865439.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -865553.750000 Penalty: 4498.913086
	Iteration 9Q: 3 clusters Score -865553.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -865659.062500 Penalty: 4498.913086
	Iteration 10Q: 3 clusters Score -865659.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -865741.875000 Penalty: 4498.913086
	Iteration 11Q: 3 clusters Score -865741.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -865814.125000 Penalty: 4498.913086
	Iteration 12Q: 3 clusters Score -865814.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -865873.750000 Penalty: 4498.913086
	Iteration 13Q: 3 clusters Score -865873.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -865920.312500 Penalty: 4498.913086
	Iteration 14Q: 3 clusters Score -865920.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -865956.000000 Penalty: 4498.913086
	Iteration 15Q: 3 clusters Score -865956 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -865992.562500 Penalty: 4498.913086
	Iteration 16Q: 3 clusters Score -865992.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -866030.375000 Penalty: 4498.913086
	Iteration 17Q: 3 clusters Score -866030.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -866069.875000 Penalty: 4498.913086
	Iteration 18Q: 3 clusters Score -866069.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -866102.437500 Penalty: 4498.913086
	Iteration 19Q: 3 clusters Score -866102.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -866134.250000 Penalty: 4498.913086
	Iteration 20F: 3 clusters Score -866134.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -866164.250000 Penalty: 4498.913086
	Iteration 21Q: 3 clusters Score -866164.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -866194.812500 Penalty: 4498.913086
	Iteration 22Q: 3 clusters Score -866194.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -866215.750000 Penalty: 4498.913086
	Iteration 23Q: 3 clusters Score -866215.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -866237.750000 Penalty: 4498.913086
	Iteration 24Q: 3 clusters Score -866237.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -866257.250000 Penalty: 4498.913086
	Iteration 25Q: 3 clusters Score -866257.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -866282.437500 Penalty: 4498.913086
	Iteration 26Q: 3 clusters Score -866282.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -866306.187500 Penalty: 4498.913086
	Iteration 27Q: 3 clusters Score -866306.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -866330.375000 Penalty: 4498.913086
	Iteration 28Q: 3 clusters Score -866330.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -866348.562500 Penalty: 4498.913086
	Iteration 29Q: 3 clusters Score -866348.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -866367.437500 Penalty: 4498.913086
	Iteration 30Q: 3 clusters Score -866367.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -866387.625000 Penalty: 4498.913086
	Iteration 31Q: 3 clusters Score -866387.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -866410.875000 Penalty: 4498.913086
	Iteration 32Q: 3 clusters Score -866410.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -866429.375000 Penalty: 4498.913086
	Iteration 33Q: 3 clusters Score -866429.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -866459.125000 Penalty: 4498.913086
	Iteration 34Q: 3 clusters Score -866459.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -866498.312500 Penalty: 4498.913086
	Iteration 35Q: 3 clusters Score -866498.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -866535.812500 Penalty: 4498.913086
	Iteration 36Q: 3 clusters Score -866535.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -866573.250000 Penalty: 4498.913086
	Iteration 37Q: 3 clusters Score -866573.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -866610.500000 Penalty: 4498.913086
	Iteration 38Q: 3 clusters Score -866610.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -866649.937500 Penalty: 4498.913086
	Iteration 39Q: 3 clusters Score -866649.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -866695.437500 Penalty: 4498.913086
	Iteration 40F: 3 clusters Score -866695.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -866731.812500 Penalty: 4498.913086
	Iteration 41Q: 3 clusters Score -866731.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -866767.812500 Penalty: 4498.913086
	Iteration 42Q: 3 clusters Score -866767.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -866793.250000 Penalty: 4498.913086
	Iteration 43Q: 3 clusters Score -866793.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -866819.750000 Penalty: 4498.913086
	Iteration 44Q: 3 clusters Score -866819.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -866851.250000 Penalty: 4498.913086
	Iteration 45Q: 3 clusters Score -866851.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -866871.812500 Penalty: 4498.913086
	Iteration 46Q: 3 clusters Score -866871.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -866893.812500 Penalty: 4498.913086
	Iteration 47Q: 3 clusters Score -866893.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -866907.687500 Penalty: 4498.913086
	Iteration 48Q: 3 clusters Score -866907.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -866915.812500 Penalty: 4498.913086
	Iteration 49Q: 3 clusters Score -866915.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -866923.250000 Penalty: 4498.913086
	Iteration 50Q: 3 clusters Score -866923.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -866929.750000 Penalty: 4498.913086
	Iteration 51Q: 3 clusters Score -866929.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -866936.062500 Penalty: 4498.913086
	Iteration 52Q: 3 clusters Score -866936.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -866938.562500 Penalty: 4498.913086
	Iteration 53Q: 3 clusters Score -866938.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -866941.687500 Penalty: 4498.913086
	Iteration 54Q: 3 clusters Score -866941.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -866946.437500 Penalty: 4498.913086
	Iteration 55Q: 3 clusters Score -866946.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -866949.000000 Penalty: 4498.913086
	Iteration 56Q: 3 clusters Score -866949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -866953.812500 Penalty: 4498.913086
	Iteration 57Q: 3 clusters Score -866953.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -866953.812500 Penalty: 4498.913086
	Iteration 58Q: 3 clusters Score -866953.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -866953.812500 Penalty: 4498.913086
	Iteration 59F: 3 clusters Score -866953.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Entering Unmasked Estep 
Score: -1758554.625000 Penalty: 2406.197998
	Iteration 0F: 2 clusters Score -1758555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1746767.875000 Penalty: 4812.395996
	Iteration 0F: 3 clusters Score -1746768 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1750596.000000 Penalty: 4812.395996
	Iteration 1F: 3 clusters Score -1750596 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1751013.750000 Penalty: 4812.395996
	Iteration 2F: 3 clusters Score -1751014 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1751429.125000 Penalty: 4812.395996
	Iteration 3F: 3 clusters Score -1751429 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1751829.500000 Penalty: 4812.395996
	Iteration 4Q: 3 clusters Score -1751830 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1752286.375000 Penalty: 4812.395996
	Iteration 5Q: 3 clusters Score -1752286 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1752731.125000 Penalty: 4812.395996
	Iteration 6Q: 3 clusters Score -1752731 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1753129.000000 Penalty: 4812.395996
	Iteration 7Q: 3 clusters Score -1753129 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1753504.375000 Penalty: 4812.395996
	Iteration 8Q: 3 clusters Score -1753504 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1753926.750000 Penalty: 4812.395996
	Iteration 9Q: 3 clusters Score -1753927 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1754483.500000 Penalty: 4812.395996
	Iteration 10Q: 3 clusters Score -1754484 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1755197.375000 Penalty: 4812.395996
	Iteration 11F: 3 clusters Score -1755197 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1756088.000000 Penalty: 4812.395996
	Iteration 12F: 3 clusters Score -1756088 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1757160.500000 Penalty: 4812.395996
	Iteration 13F: 3 clusters Score -1757160 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1758179.125000 Penalty: 4812.395996
	Iteration 14F: 3 clusters Score -1758179 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1758836.875000 Penalty: 4812.395996
	Iteration 15Q: 3 clusters Score -1758837 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1759220.000000 Penalty: 4812.395996
	Iteration 16Q: 3 clusters Score -1759220 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1759439.750000 Penalty: 4812.395996
	Iteration 17Q: 3 clusters Score -1759440 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1759557.375000 Penalty: 4812.395996
	Iteration 18Q: 3 clusters Score -1759557 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1759616.875000 Penalty: 4812.395996
	Iteration 19Q: 3 clusters Score -1759617 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1759650.375000 Penalty: 4812.395996
	Iteration 20F: 3 clusters Score -1759650 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1759670.750000 Penalty: 4812.395996
	Iteration 21Q: 3 clusters Score -1759671 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1759682.750000 Penalty: 4812.395996
	Iteration 22Q: 3 clusters Score -1759683 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1759697.375000 Penalty: 4812.395996
	Iteration 23Q: 3 clusters Score -1759697 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1759705.375000 Penalty: 4812.395996
	Iteration 24Q: 3 clusters Score -1759705 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1759710.625000 Penalty: 4812.395996
	Iteration 25Q: 3 clusters Score -1759711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1759711.000000 Penalty: 4812.395996
	Iteration 26Q: 3 clusters Score -1759711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1759711.750000 Penalty: 4812.395996
	Iteration 27Q: 3 clusters Score -1759712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1759712.625000 Penalty: 4812.395996
	Iteration 28Q: 3 clusters Score -1759713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1759711.125000 Penalty: 4812.395996
	Iteration 29Q: 3 clusters Score -1759711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1759710.625000 Penalty: 4812.395996
	Iteration 30Q: 3 clusters Score -1759711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1759710.625000 Penalty: 4812.395996
	Iteration 31F: 3 clusters Score -1759711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 9072 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27421 members 
Mstep: Class 5 contains 15562 members 
Mstep: Class 6 contains 7176 members 
Mstep: Class 7 contains 14683 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8946 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6250 members 
Mstep: Class 13 contains 17445 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34101 members 
Mstep: Class 16 contains 4910 members 
Mstep: Class 17 contains 2512 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29596 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29191 members 
Mstep: Class 23 contains 38264 members 
Mstep: Class 24 contains 3641 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 5574 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22458 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8296 members 
Mstep: Class 31 contains 8302 members 
Mstep: Class 32 contains 7930 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18538 members 
Mstep: Class 35 contains 20555 members 
Mstep: Class 36 contains 4458 members 
Mstep: Class 37 contains 18500 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16462 members 
Mstep: Class 40 contains 8694 members 
Mstep: Class 41 contains 7780 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90347 members 
Mstep: Class 44 contains 13635 members 
Mstep: Class 45 contains 1593 members 
Mstep: Class 46 contains 6620 members 
Mstep: Class 47 contains 5343 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34219 members 
Mstep: Class 50 contains 4150 members 
Mstep: Class 51 contains 1936 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4678 members 
Mstep: Class 54 contains 12041 members 
Mstep: Class 55 contains 4447 members 
Mstep: Class 56 contains 8577 members 
Entering Unmasked Estep 
Score: -64768104.000000 Penalty: 185848.812500
Splitting cluster 41 changes total score from -64767876.000000 to -64768104.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 42 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -41167.320312 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -41167.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -39704.835938 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -39704.84 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40059.976562 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -40059.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40178.878906 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -40178.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40274.132812 Penalty: 3060.126709
	Iteration 3F: 3 clusters Score -40274.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40332.648438 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -40332.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40404.683594 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -40404.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40462.511719 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -40462.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40493.394531 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -40493.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40529.316406 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -40529.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40570.390625 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -40570.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40643.312500 Penalty: 3060.126709
	Iteration 10Q: 3 clusters Score -40643.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40664.230469 Penalty: 3060.126709
	Iteration 11Q: 3 clusters Score -40664.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40670.953125 Penalty: 3060.126709
	Iteration 12Q: 3 clusters Score -40670.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40670.953125 Penalty: 3060.126709
	Iteration 13F: 3 clusters Score -40670.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (90347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90347 members 
Entering Unmasked Estep 
Score: -9849256.000000 Penalty: 2830.030518
	Iteration 0F: 2 clusters Score -9849256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -9788867.000000 Penalty: 5660.061035
	Iteration 0F: 3 clusters Score -9788867 nChanged 42462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -9812945.000000 Penalty: 5660.061035
	Iteration 1F: 3 clusters Score -9812945 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47953 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -9813640.000000 Penalty: 5660.061035
	Iteration 2Q: 3 clusters Score -9813640 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49622 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -9814516.000000 Penalty: 5660.061035
	Iteration 3Q: 3 clusters Score -9814516 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52174 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -9815653.000000 Penalty: 5660.061035
	Iteration 4Q: 3 clusters Score -9815653 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55803 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -9817393.000000 Penalty: 5660.061035
	Iteration 5Q: 3 clusters Score -9817393 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61001 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -9820632.000000 Penalty: 5660.061035
	Iteration 6F: 3 clusters Score -9820632 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67814 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -9825783.000000 Penalty: 5660.061035
	Iteration 7F: 3 clusters Score -9825783 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75580 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -9832890.000000 Penalty: 5660.061035
	Iteration 8F: 3 clusters Score -9832890 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82389 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -9839580.000000 Penalty: 5660.061035
	Iteration 9F: 3 clusters Score -9839580 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86618 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -9843680.000000 Penalty: 5660.061035
	Iteration 10Q: 3 clusters Score -9843680 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88590 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -9845583.000000 Penalty: 5660.061035
	Iteration 11Q: 3 clusters Score -9845583 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89328 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -9846243.000000 Penalty: 5660.061035
	Iteration 12Q: 3 clusters Score -9846243 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89612 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -9846542.000000 Penalty: 5660.061035
	Iteration 13Q: 3 clusters Score -9846542 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89734 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -9846653.000000 Penalty: 5660.061035
	Iteration 14Q: 3 clusters Score -9846653 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89802 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9846764.000000 Penalty: 5660.061035
	Iteration 15Q: 3 clusters Score -9846764 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89848 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -9846811.000000 Penalty: 5660.061035
	Iteration 16Q: 3 clusters Score -9846811 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89874 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -9846831.000000 Penalty: 5660.061035
	Iteration 17Q: 3 clusters Score -9846831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89881 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -9846871.000000 Penalty: 5660.061035
	Iteration 18Q: 3 clusters Score -9846871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89886 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -9846875.000000 Penalty: 5660.061035
	Iteration 19Q: 3 clusters Score -9846875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89886 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -9846881.000000 Penalty: 5660.061035
	Iteration 20F: 3 clusters Score -9846881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89892 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9846886.000000 Penalty: 5660.061035
	Iteration 21Q: 3 clusters Score -9846886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89895 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -9846894.000000 Penalty: 5660.061035
	Iteration 22Q: 3 clusters Score -9846894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89898 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9846890.000000 Penalty: 5660.061035
	Iteration 23Q: 3 clusters Score -9846890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89898 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9846891.000000 Penalty: 5660.061035
	Iteration 24Q: 3 clusters Score -9846891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89899 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9846894.000000 Penalty: 5660.061035
	Iteration 25Q: 3 clusters Score -9846894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89899 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9846894.000000 Penalty: 5660.061035
	Iteration 26F: 3 clusters Score -9846894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (13635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Entering Unmasked Estep 
Score: -1504664.125000 Penalty: 2361.058105
	Iteration 0F: 2 clusters Score -1504664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1494534.375000 Penalty: 4722.116211
	Iteration 0F: 3 clusters Score -1494534 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1497667.625000 Penalty: 4722.116211
	Iteration 1F: 3 clusters Score -1497668 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1498045.000000 Penalty: 4722.116211
	Iteration 2F: 3 clusters Score -1498045 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1498341.375000 Penalty: 4722.116211
	Iteration 3F: 3 clusters Score -1498341 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1498561.750000 Penalty: 4722.116211
	Iteration 4Q: 3 clusters Score -1498562 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1498739.625000 Penalty: 4722.116211
	Iteration 5Q: 3 clusters Score -1498740 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1498942.625000 Penalty: 4722.116211
	Iteration 6Q: 3 clusters Score -1498943 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1499167.250000 Penalty: 4722.116211
	Iteration 7Q: 3 clusters Score -1499167 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1499441.750000 Penalty: 4722.116211
	Iteration 8Q: 3 clusters Score -1499442 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1499714.750000 Penalty: 4722.116211
	Iteration 9Q: 3 clusters Score -1499715 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1500024.125000 Penalty: 4722.116211
	Iteration 10Q: 3 clusters Score -1500024 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1500355.875000 Penalty: 4722.116211
	Iteration 11Q: 3 clusters Score -1500356 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1500690.500000 Penalty: 4722.116211
	Iteration 12Q: 3 clusters Score -1500690 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1501048.875000 Penalty: 4722.116211
	Iteration 13Q: 3 clusters Score -1501049 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1501399.625000 Penalty: 4722.116211
	Iteration 14Q: 3 clusters Score -1501400 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1501679.250000 Penalty: 4722.116211
	Iteration 15Q: 3 clusters Score -1501679 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1501904.500000 Penalty: 4722.116211
	Iteration 16Q: 3 clusters Score -1501904 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1502053.250000 Penalty: 4722.116211
	Iteration 17Q: 3 clusters Score -1502053 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1502186.625000 Penalty: 4722.116211
	Iteration 18Q: 3 clusters Score -1502187 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1502292.875000 Penalty: 4722.116211
	Iteration 19Q: 3 clusters Score -1502293 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1502381.125000 Penalty: 4722.116211
	Iteration 20F: 3 clusters Score -1502381 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1502451.500000 Penalty: 4722.116211
	Iteration 21Q: 3 clusters Score -1502452 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1502494.250000 Penalty: 4722.116211
	Iteration 22Q: 3 clusters Score -1502494 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1502540.250000 Penalty: 4722.116211
	Iteration 23Q: 3 clusters Score -1502540 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1502573.625000 Penalty: 4722.116211
	Iteration 24Q: 3 clusters Score -1502574 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1502596.875000 Penalty: 4722.116211
	Iteration 25Q: 3 clusters Score -1502597 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1502619.000000 Penalty: 4722.116211
	Iteration 26Q: 3 clusters Score -1502619 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1502634.125000 Penalty: 4722.116211
	Iteration 27Q: 3 clusters Score -1502634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1502646.500000 Penalty: 4722.116211
	Iteration 28Q: 3 clusters Score -1502646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1502655.250000 Penalty: 4722.116211
	Iteration 29Q: 3 clusters Score -1502655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1502662.125000 Penalty: 4722.116211
	Iteration 30Q: 3 clusters Score -1502662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1502672.000000 Penalty: 4722.116211
	Iteration 31Q: 3 clusters Score -1502672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1502678.250000 Penalty: 4722.116211
	Iteration 32Q: 3 clusters Score -1502678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1502682.625000 Penalty: 4722.116211
	Iteration 33Q: 3 clusters Score -1502683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1502686.625000 Penalty: 4722.116211
	Iteration 34Q: 3 clusters Score -1502687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1502691.625000 Penalty: 4722.116211
	Iteration 35Q: 3 clusters Score -1502692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1502694.875000 Penalty: 4722.116211
	Iteration 36Q: 3 clusters Score -1502695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1502700.875000 Penalty: 4722.116211
	Iteration 37Q: 3 clusters Score -1502701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1502702.125000 Penalty: 4722.116211
	Iteration 38Q: 3 clusters Score -1502702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1502706.000000 Penalty: 4722.116211
	Iteration 39Q: 3 clusters Score -1502706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1502709.375000 Penalty: 4722.116211
	Iteration 40F: 3 clusters Score -1502709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1502714.625000 Penalty: 4722.116211
	Iteration 41Q: 3 clusters Score -1502715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1502714.875000 Penalty: 4722.116211
	Iteration 42Q: 3 clusters Score -1502715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1502719.000000 Penalty: 4722.116211
	Iteration 43Q: 3 clusters Score -1502719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1502718.875000 Penalty: 4722.116211
	Iteration 44Q: 3 clusters Score -1502719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1502719.625000 Penalty: 4722.116211
	Iteration 45Q: 3 clusters Score -1502720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1502720.500000 Penalty: 4722.116211
	Iteration 46Q: 3 clusters Score -1502720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1502720.500000 Penalty: 4722.116211
	Iteration 47Q: 3 clusters Score -1502720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1502720.500000 Penalty: 4722.116211
	Iteration 48F: 3 clusters Score -1502720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Entering Unmasked Estep 
Score: -161763.781250 Penalty: 1828.596924
	Iteration 0F: 2 clusters Score -161763.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -159411.062500 Penalty: 3657.193848
	Iteration 0F: 3 clusters Score -159411.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -159766.437500 Penalty: 3657.193848
	Iteration 1F: 3 clusters Score -159766.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -159861.125000 Penalty: 3657.193848
	Iteration 2F: 3 clusters Score -159861.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -159907.984375 Penalty: 3657.193848
	Iteration 3Q: 3 clusters Score -159908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -159928.062500 Penalty: 3657.193848
	Iteration 4Q: 3 clusters Score -159928.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -159942.171875 Penalty: 3657.193848
	Iteration 5Q: 3 clusters Score -159942.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -159953.843750 Penalty: 3657.193848
	Iteration 6Q: 3 clusters Score -159953.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -159962.296875 Penalty: 3657.193848
	Iteration 7Q: 3 clusters Score -159962.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -159968.703125 Penalty: 3657.193848
	Iteration 8Q: 3 clusters Score -159968.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -159971.390625 Penalty: 3657.193848
	Iteration 9Q: 3 clusters Score -159971.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -159975.296875 Penalty: 3657.193848
	Iteration 10Q: 3 clusters Score -159975.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -159979.812500 Penalty: 3657.193848
	Iteration 11Q: 3 clusters Score -159979.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -159982.343750 Penalty: 3657.193848
	Iteration 12Q: 3 clusters Score -159982.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -159984.437500 Penalty: 3657.193848
	Iteration 13Q: 3 clusters Score -159984.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -159984.437500 Penalty: 3657.193848
	Iteration 14F: 3 clusters Score -159984.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Entering Unmasked Estep 
Score: -652016.375000 Penalty: 2181.866943
	Iteration 0F: 2 clusters Score -652016.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -646520.312500 Penalty: 4363.733887
	Iteration 0F: 3 clusters Score -646520.3 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -648082.562500 Penalty: 4363.733887
	Iteration 1F: 3 clusters Score -648082.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -648507.062500 Penalty: 4363.733887
	Iteration 2F: 3 clusters Score -648507.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -648942.687500 Penalty: 4363.733887
	Iteration 3F: 3 clusters Score -648942.7 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -649500.750000 Penalty: 4363.733887
	Iteration 4F: 3 clusters Score -649500.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -650066.187500 Penalty: 4363.733887
	Iteration 5F: 3 clusters Score -650066.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -650618.500000 Penalty: 4363.733887
	Iteration 6F: 3 clusters Score -650618.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -651037.937500 Penalty: 4363.733887
	Iteration 7F: 3 clusters Score -651037.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -651346.500000 Penalty: 4363.733887
	Iteration 8F: 3 clusters Score -651346.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -651585.812500 Penalty: 4363.733887
	Iteration 9Q: 3 clusters Score -651585.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -651747.437500 Penalty: 4363.733887
	Iteration 10Q: 3 clusters Score -651747.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -651867.250000 Penalty: 4363.733887
	Iteration 11Q: 3 clusters Score -651867.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -651926.250000 Penalty: 4363.733887
	Iteration 12Q: 3 clusters Score -651926.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -651958.375000 Penalty: 4363.733887
	Iteration 13Q: 3 clusters Score -651958.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -651979.250000 Penalty: 4363.733887
	Iteration 14Q: 3 clusters Score -651979.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -652007.000000 Penalty: 4363.733887
	Iteration 15Q: 3 clusters Score -652007 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -652024.500000 Penalty: 4363.733887
	Iteration 16Q: 3 clusters Score -652024.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -652049.500000 Penalty: 4363.733887
	Iteration 17Q: 3 clusters Score -652049.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -652066.687500 Penalty: 4363.733887
	Iteration 18Q: 3 clusters Score -652066.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -652081.937500 Penalty: 4363.733887
	Iteration 19Q: 3 clusters Score -652081.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -652105.875000 Penalty: 4363.733887
	Iteration 20F: 3 clusters Score -652105.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -652128.937500 Penalty: 4363.733887
	Iteration 21Q: 3 clusters Score -652128.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -652145.250000 Penalty: 4363.733887
	Iteration 22Q: 3 clusters Score -652145.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -652161.687500 Penalty: 4363.733887
	Iteration 23Q: 3 clusters Score -652161.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -652176.937500 Penalty: 4363.733887
	Iteration 24Q: 3 clusters Score -652176.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -652185.312500 Penalty: 4363.733887
	Iteration 25Q: 3 clusters Score -652185.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -652191.500000 Penalty: 4363.733887
	Iteration 26Q: 3 clusters Score -652191.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -652198.312500 Penalty: 4363.733887
	Iteration 27Q: 3 clusters Score -652198.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -652198.937500 Penalty: 4363.733887
	Iteration 28Q: 3 clusters Score -652198.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -652201.187500 Penalty: 4363.733887
	Iteration 29Q: 3 clusters Score -652201.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -652204.750000 Penalty: 4363.733887
	Iteration 30Q: 3 clusters Score -652204.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -652203.875000 Penalty: 4363.733887
	Iteration 31Q: 3 clusters Score -652203.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -652203.875000 Penalty: 4363.733887
	Iteration 32F: 3 clusters Score -652203.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 9072 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27421 members 
Mstep: Class 5 contains 15562 members 
Mstep: Class 6 contains 7176 members 
Mstep: Class 7 contains 14683 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8946 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6250 members 
Mstep: Class 13 contains 17445 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34101 members 
Mstep: Class 16 contains 4910 members 
Mstep: Class 17 contains 2512 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29596 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29191 members 
Mstep: Class 23 contains 38264 members 
Mstep: Class 24 contains 3641 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 5574 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22458 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8296 members 
Mstep: Class 31 contains 8302 members 
Mstep: Class 32 contains 7930 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18538 members 
Mstep: Class 35 contains 20555 members 
Mstep: Class 36 contains 4458 members 
Mstep: Class 37 contains 18500 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16462 members 
Mstep: Class 40 contains 8694 members 
Mstep: Class 41 contains 7780 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90347 members 
Mstep: Class 44 contains 13635 members 
Mstep: Class 45 contains 1593 members 
Mstep: Class 46 contains 2131 members 
Mstep: Class 47 contains 5343 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34219 members 
Mstep: Class 50 contains 4150 members 
Mstep: Class 51 contains 1936 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4678 members 
Mstep: Class 54 contains 12041 members 
Mstep: Class 55 contains 4447 members 
Mstep: Class 56 contains 8577 members 
Mstep: Class 57 contains 4489 members 
Entering Unmasked Estep 
Score: -64767068.000000 Penalty: 189167.531250
Splitting cluster 46 changes total score from -64767876.000000 to -64767068.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (5343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Entering Unmasked Estep 
Score: -583920.562500 Penalty: 2128.718506
	Iteration 0F: 2 clusters Score -583920.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -579196.375000 Penalty: 4257.437012
	Iteration 0F: 3 clusters Score -579196.4 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -580294.000000 Penalty: 4257.437012
	Iteration 1F: 3 clusters Score -580294 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -580531.750000 Penalty: 4257.437012
	Iteration 2F: 3 clusters Score -580531.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -580662.687500 Penalty: 4257.437012
	Iteration 3F: 3 clusters Score -580662.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -580740.312500 Penalty: 4257.437012
	Iteration 4Q: 3 clusters Score -580740.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -580797.375000 Penalty: 4257.437012
	Iteration 5Q: 3 clusters Score -580797.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -580837.687500 Penalty: 4257.437012
	Iteration 6Q: 3 clusters Score -580837.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -580874.375000 Penalty: 4257.437012
	Iteration 7Q: 3 clusters Score -580874.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -580908.312500 Penalty: 4257.437012
	Iteration 8Q: 3 clusters Score -580908.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -580941.312500 Penalty: 4257.437012
	Iteration 9Q: 3 clusters Score -580941.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -580962.250000 Penalty: 4257.437012
	Iteration 10Q: 3 clusters Score -580962.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -580987.375000 Penalty: 4257.437012
	Iteration 11Q: 3 clusters Score -580987.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -581017.937500 Penalty: 4257.437012
	Iteration 12Q: 3 clusters Score -581017.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -581042.875000 Penalty: 4257.437012
	Iteration 13Q: 3 clusters Score -581042.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -581069.000000 Penalty: 4257.437012
	Iteration 14Q: 3 clusters Score -581069 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -581088.000000 Penalty: 4257.437012
	Iteration 15Q: 3 clusters Score -581088 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -581109.000000 Penalty: 4257.437012
	Iteration 16Q: 3 clusters Score -581109 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -581134.625000 Penalty: 4257.437012
	Iteration 17Q: 3 clusters Score -581134.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -581157.062500 Penalty: 4257.437012
	Iteration 18Q: 3 clusters Score -581157.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -581186.125000 Penalty: 4257.437012
	Iteration 19Q: 3 clusters Score -581186.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -581221.750000 Penalty: 4257.437012
	Iteration 20F: 3 clusters Score -581221.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -581278.312500 Penalty: 4257.437012
	Iteration 21Q: 3 clusters Score -581278.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -581343.812500 Penalty: 4257.437012
	Iteration 22Q: 3 clusters Score -581343.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -581402.875000 Penalty: 4257.437012
	Iteration 23Q: 3 clusters Score -581402.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -581452.062500 Penalty: 4257.437012
	Iteration 24Q: 3 clusters Score -581452.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -581503.875000 Penalty: 4257.437012
	Iteration 25Q: 3 clusters Score -581503.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -581563.062500 Penalty: 4257.437012
	Iteration 26Q: 3 clusters Score -581563.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -581640.937500 Penalty: 4257.437012
	Iteration 27Q: 3 clusters Score -581640.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -581699.937500 Penalty: 4257.437012
	Iteration 28Q: 3 clusters Score -581699.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -581764.687500 Penalty: 4257.437012
	Iteration 29Q: 3 clusters Score -581764.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -581833.375000 Penalty: 4257.437012
	Iteration 30Q: 3 clusters Score -581833.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -581884.375000 Penalty: 4257.437012
	Iteration 31Q: 3 clusters Score -581884.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -581927.437500 Penalty: 4257.437012
	Iteration 32Q: 3 clusters Score -581927.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -581979.937500 Penalty: 4257.437012
	Iteration 33Q: 3 clusters Score -581979.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -582017.437500 Penalty: 4257.437012
	Iteration 34Q: 3 clusters Score -582017.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -582064.250000 Penalty: 4257.437012
	Iteration 35Q: 3 clusters Score -582064.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -582103.625000 Penalty: 4257.437012
	Iteration 36Q: 3 clusters Score -582103.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -582136.562500 Penalty: 4257.437012
	Iteration 37Q: 3 clusters Score -582136.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -582169.937500 Penalty: 4257.437012
	Iteration 38Q: 3 clusters Score -582169.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -582196.000000 Penalty: 4257.437012
	Iteration 39Q: 3 clusters Score -582196 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -582222.312500 Penalty: 4257.437012
	Iteration 40F: 3 clusters Score -582222.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -582251.062500 Penalty: 4257.437012
	Iteration 41Q: 3 clusters Score -582251.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -582286.937500 Penalty: 4257.437012
	Iteration 42Q: 3 clusters Score -582286.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -582319.875000 Penalty: 4257.437012
	Iteration 43Q: 3 clusters Score -582319.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -582349.187500 Penalty: 4257.437012
	Iteration 44Q: 3 clusters Score -582349.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -582370.625000 Penalty: 4257.437012
	Iteration 45Q: 3 clusters Score -582370.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -582385.562500 Penalty: 4257.437012
	Iteration 46Q: 3 clusters Score -582385.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -582394.875000 Penalty: 4257.437012
	Iteration 47Q: 3 clusters Score -582394.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -582399.500000 Penalty: 4257.437012
	Iteration 48Q: 3 clusters Score -582399.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -582400.625000 Penalty: 4257.437012
	Iteration 49Q: 3 clusters Score -582400.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -582401.875000 Penalty: 4257.437012
	Iteration 50Q: 3 clusters Score -582401.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -582403.500000 Penalty: 4257.437012
	Iteration 51Q: 3 clusters Score -582403.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -582405.750000 Penalty: 4257.437012
	Iteration 52Q: 3 clusters Score -582405.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -582408.687500 Penalty: 4257.437012
	Iteration 53Q: 3 clusters Score -582408.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -582411.937500 Penalty: 4257.437012
	Iteration 54Q: 3 clusters Score -582411.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -582415.187500 Penalty: 4257.437012
	Iteration 55Q: 3 clusters Score -582415.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -582420.687500 Penalty: 4257.437012
	Iteration 56Q: 3 clusters Score -582420.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -582425.625000 Penalty: 4257.437012
	Iteration 57Q: 3 clusters Score -582425.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -582428.500000 Penalty: 4257.437012
	Iteration 58Q: 3 clusters Score -582428.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -582432.500000 Penalty: 4257.437012
	Iteration 59Q: 3 clusters Score -582432.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -582434.437500 Penalty: 4257.437012
	Iteration 60F: 3 clusters Score -582434.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -582434.812500 Penalty: 4257.437012
	Iteration 61Q: 3 clusters Score -582434.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -582437.562500 Penalty: 4257.437012
	Iteration 62Q: 3 clusters Score -582437.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -582437.875000 Penalty: 4257.437012
	Iteration 63Q: 3 clusters Score -582437.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -582439.437500 Penalty: 4257.437012
	Iteration 64Q: 3 clusters Score -582439.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -582441.812500 Penalty: 4257.437012
	Iteration 65Q: 3 clusters Score -582441.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -582441.875000 Penalty: 4257.437012
	Iteration 66Q: 3 clusters Score -582441.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -582443.625000 Penalty: 4257.437012
	Iteration 67Q: 3 clusters Score -582443.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -582444.937500 Penalty: 4257.437012
	Iteration 68Q: 3 clusters Score -582444.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -582444.437500 Penalty: 4257.437012
	Iteration 69Q: 3 clusters Score -582444.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -582444.437500 Penalty: 4257.437012
	Iteration 70Q: 3 clusters Score -582444.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -582445.937500 Penalty: 4257.437012
	Iteration 71Q: 3 clusters Score -582445.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -582446.937500 Penalty: 4257.437012
	Iteration 72Q: 3 clusters Score -582446.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -582447.687500 Penalty: 4257.437012
	Iteration 73Q: 3 clusters Score -582447.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -582448.250000 Penalty: 4257.437012
	Iteration 74Q: 3 clusters Score -582448.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -582447.625000 Penalty: 4257.437012
	Iteration 75Q: 3 clusters Score -582447.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -582448.375000 Penalty: 4257.437012
	Iteration 76Q: 3 clusters Score -582448.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -582448.375000 Penalty: 4257.437012
	Iteration 77F: 3 clusters Score -582448.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Entering Unmasked Estep 
Score: -60127.808594 Penalty: 1614.544067
	Iteration 0F: 2 clusters Score -60127.81 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 318 members 
Entering Unmasked Estep 
Score: -58484.574219 Penalty: 3229.088135
	Iteration 0F: 3 clusters Score -58484.57 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -58760.531250 Penalty: 3229.088135
	Iteration 1F: 3 clusters Score -58760.53 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -58875.757812 Penalty: 3229.088135
	Iteration 2F: 3 clusters Score -58875.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -58943.945312 Penalty: 3229.088135
	Iteration 3Q: 3 clusters Score -58943.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -59010.964844 Penalty: 3229.088135
	Iteration 4Q: 3 clusters Score -59010.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -59104.976562 Penalty: 3229.088135
	Iteration 5Q: 3 clusters Score -59104.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -59156.308594 Penalty: 3229.088135
	Iteration 6Q: 3 clusters Score -59156.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -59194.718750 Penalty: 3229.088135
	Iteration 7Q: 3 clusters Score -59194.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -59242.074219 Penalty: 3229.088135
	Iteration 8Q: 3 clusters Score -59242.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -59295.097656 Penalty: 3229.088135
	Iteration 9Q: 3 clusters Score -59295.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -59315.117188 Penalty: 3229.088135
	Iteration 10Q: 3 clusters Score -59315.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -59329.656250 Penalty: 3229.088135
	Iteration 11Q: 3 clusters Score -59329.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -59337.960938 Penalty: 3229.088135
	Iteration 12Q: 3 clusters Score -59337.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -59350.449219 Penalty: 3229.088135
	Iteration 13Q: 3 clusters Score -59350.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59352.257812 Penalty: 3229.088135
	Iteration 14Q: 3 clusters Score -59352.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -59353.781250 Penalty: 3229.088135
	Iteration 15Q: 3 clusters Score -59353.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -59354.460938 Penalty: 3229.088135
	Iteration 16F: 3 clusters Score -59354.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -59364.808594 Penalty: 3229.088135
	Iteration 17Q: 3 clusters Score -59364.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -59372.460938 Penalty: 3229.088135
	Iteration 18Q: 3 clusters Score -59372.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -59385.519531 Penalty: 3229.088135
	Iteration 19Q: 3 clusters Score -59385.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -59396.765625 Penalty: 3229.088135
	Iteration 20F: 3 clusters Score -59396.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59402.855469 Penalty: 3229.088135
	Iteration 21Q: 3 clusters Score -59402.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -59413.714844 Penalty: 3229.088135
	Iteration 22Q: 3 clusters Score -59413.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -59431.785156 Penalty: 3229.088135
	Iteration 23Q: 3 clusters Score -59431.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -59453.917969 Penalty: 3229.088135
	Iteration 24Q: 3 clusters Score -59453.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -59476.023438 Penalty: 3229.088135
	Iteration 25Q: 3 clusters Score -59476.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -59501.742188 Penalty: 3229.088135
	Iteration 26Q: 3 clusters Score -59501.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -59601.886719 Penalty: 3229.088135
	Iteration 27Q: 3 clusters Score -59601.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -59801.812500 Penalty: 3229.088135
	Iteration 28Q: 3 clusters Score -59801.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -59943.082031 Penalty: 3229.088135
	Iteration 29Q: 3 clusters Score -59943.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -59976.734375 Penalty: 3229.088135
	Iteration 30Q: 3 clusters Score -59976.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -60039.566406 Penalty: 3229.088135
	Iteration 31Q: 3 clusters Score -60039.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -60100.265625 Penalty: 3229.088135
	Iteration 32Q: 3 clusters Score -60100.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -60166.859375 Penalty: 3229.088135
	Iteration 33Q: 3 clusters Score -60166.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60190.058594 Penalty: 3229.088135
	Iteration 34Q: 3 clusters Score -60190.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -60211.789062 Penalty: 3229.088135
	Iteration 35Q: 3 clusters Score -60211.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -60249.972656 Penalty: 3229.088135
	Iteration 36Q: 3 clusters Score -60249.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60277.828125 Penalty: 3229.088135
	Iteration 37Q: 3 clusters Score -60277.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -60354.937500 Penalty: 3229.088135
	Iteration 38Q: 3 clusters Score -60354.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -60431.417969 Penalty: 3229.088135
	Iteration 39Q: 3 clusters Score -60431.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -60444.371094 Penalty: 3229.088135
	Iteration 40F: 3 clusters Score -60444.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -60455.820312 Penalty: 3229.088135
	Iteration 41Q: 3 clusters Score -60455.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -60455.820312 Penalty: 3229.088135
	Iteration 42F: 3 clusters Score -60455.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 9072 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27421 members 
Mstep: Class 5 contains 15562 members 
Mstep: Class 6 contains 7176 members 
Mstep: Class 7 contains 14683 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8946 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6250 members 
Mstep: Class 13 contains 17445 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34101 members 
Mstep: Class 16 contains 4910 members 
Mstep: Class 17 contains 2512 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29596 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29191 members 
Mstep: Class 23 contains 38264 members 
Mstep: Class 24 contains 3641 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 5574 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22458 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8296 members 
Mstep: Class 31 contains 8302 members 
Mstep: Class 32 contains 7930 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18538 members 
Mstep: Class 35 contains 20555 members 
Mstep: Class 36 contains 4458 members 
Mstep: Class 37 contains 18500 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16462 members 
Mstep: Class 40 contains 8694 members 
Mstep: Class 41 contains 7780 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90347 members 
Mstep: Class 44 contains 13635 members 
Mstep: Class 45 contains 1593 members 
Mstep: Class 46 contains 6620 members 
Mstep: Class 47 contains 5343 members 
Mstep: Class 48 contains 358 members 
Mstep: Class 49 contains 34219 members 
Mstep: Class 50 contains 4150 members 
Mstep: Class 51 contains 1936 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4678 members 
Mstep: Class 54 contains 12041 members 
Mstep: Class 55 contains 4447 members 
Mstep: Class 56 contains 8577 members 
Mstep: Class 57 contains 314 members 
Entering Unmasked Estep 
Score: -64766720.000000 Penalty: 189167.531250
Splitting cluster 48 changes total score from -64767876.000000 to -64766720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (34219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Entering Unmasked Estep 
Score: -3436096.250000 Penalty: 2589.252930
	Iteration 0F: 2 clusters Score -3436096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -3412752.250000 Penalty: 5178.505859
	Iteration 0F: 3 clusters Score -3412752 nChanged 15493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -3421458.250000 Penalty: 5178.505859
	Iteration 1F: 3 clusters Score -3421458 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -3422195.250000 Penalty: 5178.505859
	Iteration 2F: 3 clusters Score -3422195 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -3423032.250000 Penalty: 5178.505859
	Iteration 3F: 3 clusters Score -3423032 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -3423937.500000 Penalty: 5178.505859
	Iteration 4F: 3 clusters Score -3423938 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -3425016.000000 Penalty: 5178.505859
	Iteration 5F: 3 clusters Score -3425016 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -3426213.750000 Penalty: 5178.505859
	Iteration 6F: 3 clusters Score -3426214 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -3427434.000000 Penalty: 5178.505859
	Iteration 7F: 3 clusters Score -3427434 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -3428619.250000 Penalty: 5178.505859
	Iteration 8F: 3 clusters Score -3428619 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -3429741.000000 Penalty: 5178.505859
	Iteration 9Q: 3 clusters Score -3429741 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -3430685.000000 Penalty: 5178.505859
	Iteration 10Q: 3 clusters Score -3430685 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -3431451.500000 Penalty: 5178.505859
	Iteration 11Q: 3 clusters Score -3431452 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -3432059.500000 Penalty: 5178.505859
	Iteration 12Q: 3 clusters Score -3432060 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -3432568.000000 Penalty: 5178.505859
	Iteration 13Q: 3 clusters Score -3432568 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -3432987.750000 Penalty: 5178.505859
	Iteration 14Q: 3 clusters Score -3432988 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -3433309.000000 Penalty: 5178.505859
	Iteration 15Q: 3 clusters Score -3433309 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3433547.250000 Penalty: 5178.505859
	Iteration 16Q: 3 clusters Score -3433547 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3433720.250000 Penalty: 5178.505859
	Iteration 17Q: 3 clusters Score -3433720 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3433829.750000 Penalty: 5178.505859
	Iteration 18Q: 3 clusters Score -3433830 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3433898.000000 Penalty: 5178.505859
	Iteration 19Q: 3 clusters Score -3433898 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3433974.250000 Penalty: 5178.505859
	Iteration 20F: 3 clusters Score -3433974 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3434014.250000 Penalty: 5178.505859
	Iteration 21Q: 3 clusters Score -3434014 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3434059.750000 Penalty: 5178.505859
	Iteration 22Q: 3 clusters Score -3434060 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3434098.750000 Penalty: 5178.505859
	Iteration 23Q: 3 clusters Score -3434099 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3434137.250000 Penalty: 5178.505859
	Iteration 24Q: 3 clusters Score -3434137 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3434157.750000 Penalty: 5178.505859
	Iteration 25Q: 3 clusters Score -3434158 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3434185.250000 Penalty: 5178.505859
	Iteration 26Q: 3 clusters Score -3434185 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3434204.250000 Penalty: 5178.505859
	Iteration 27Q: 3 clusters Score -3434204 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3434216.250000 Penalty: 5178.505859
	Iteration 28Q: 3 clusters Score -3434216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3434221.250000 Penalty: 5178.505859
	Iteration 29Q: 3 clusters Score -3434221 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3434228.250000 Penalty: 5178.505859
	Iteration 30Q: 3 clusters Score -3434228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3434239.000000 Penalty: 5178.505859
	Iteration 31Q: 3 clusters Score -3434239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3434235.500000 Penalty: 5178.505859
	Iteration 32Q: 3 clusters Score -3434236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3434242.250000 Penalty: 5178.505859
	Iteration 33Q: 3 clusters Score -3434242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3434242.500000 Penalty: 5178.505859
	Iteration 34Q: 3 clusters Score -3434242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3434239.750000 Penalty: 5178.505859
	Iteration 35Q: 3 clusters Score -3434240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3434243.750000 Penalty: 5178.505859
	Iteration 36Q: 3 clusters Score -3434244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3434252.250000 Penalty: 5178.505859
	Iteration 37Q: 3 clusters Score -3434252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3434256.250000 Penalty: 5178.505859
	Iteration 38Q: 3 clusters Score -3434256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3434261.500000 Penalty: 5178.505859
	Iteration 39Q: 3 clusters Score -3434262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3434269.250000 Penalty: 5178.505859
	Iteration 40F: 3 clusters Score -3434269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3434266.750000 Penalty: 5178.505859
	Iteration 41Q: 3 clusters Score -3434267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3434265.250000 Penalty: 5178.505859
	Iteration 42Q: 3 clusters Score -3434265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3434272.750000 Penalty: 5178.505859
	Iteration 43Q: 3 clusters Score -3434273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3434278.000000 Penalty: 5178.505859
	Iteration 44Q: 3 clusters Score -3434278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3434285.250000 Penalty: 5178.505859
	Iteration 45Q: 3 clusters Score -3434285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3434284.000000 Penalty: 5178.505859
	Iteration 46Q: 3 clusters Score -3434284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3434292.500000 Penalty: 5178.505859
	Iteration 47Q: 3 clusters Score -3434292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3434296.250000 Penalty: 5178.505859
	Iteration 48Q: 3 clusters Score -3434296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3434295.750000 Penalty: 5178.505859
	Iteration 49Q: 3 clusters Score -3434296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3434294.000000 Penalty: 5178.505859
	Iteration 50Q: 3 clusters Score -3434294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3434299.750000 Penalty: 5178.505859
	Iteration 51Q: 3 clusters Score -3434300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3434300.500000 Penalty: 5178.505859
	Iteration 52Q: 3 clusters Score -3434300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3434304.500000 Penalty: 5178.505859
	Iteration 53Q: 3 clusters Score -3434304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3434302.250000 Penalty: 5178.505859
	Iteration 54Q: 3 clusters Score -3434302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3434303.250000 Penalty: 5178.505859
	Iteration 55Q: 3 clusters Score -3434303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3434309.000000 Penalty: 5178.505859
	Iteration 56Q: 3 clusters Score -3434309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3434310.750000 Penalty: 5178.505859
	Iteration 57Q: 3 clusters Score -3434311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3434310.000000 Penalty: 5178.505859
	Iteration 58Q: 3 clusters Score -3434310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3434311.000000 Penalty: 5178.505859
	Iteration 59Q: 3 clusters Score -3434311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3434310.750000 Penalty: 5178.505859
	Iteration 60F: 3 clusters Score -3434311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3434311.750000 Penalty: 5178.505859
	Iteration 61Q: 3 clusters Score -3434312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3434315.250000 Penalty: 5178.505859
	Iteration 62Q: 3 clusters Score -3434315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3434314.750000 Penalty: 5178.505859
	Iteration 63Q: 3 clusters Score -3434315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3434314.750000 Penalty: 5178.505859
	Iteration 64F: 3 clusters Score -3434315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (4150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Entering Unmasked Estep 
Score: -449156.687500 Penalty: 2066.054199
	Iteration 0F: 2 clusters Score -449156.7 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 1971 members 
Entering Unmasked Estep 
Score: -445181.906250 Penalty: 4132.108398
	Iteration 0F: 3 clusters Score -445181.9 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -446108.937500 Penalty: 4132.108398
	Iteration 1F: 3 clusters Score -446108.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -446308.218750 Penalty: 4132.108398
	Iteration 2F: 3 clusters Score -446308.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -446412.687500 Penalty: 4132.108398
	Iteration 3Q: 3 clusters Score -446412.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -446484.937500 Penalty: 4132.108398
	Iteration 4Q: 3 clusters Score -446484.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -446529.187500 Penalty: 4132.108398
	Iteration 5Q: 3 clusters Score -446529.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -446561.062500 Penalty: 4132.108398
	Iteration 6Q: 3 clusters Score -446561.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -446596.718750 Penalty: 4132.108398
	Iteration 7Q: 3 clusters Score -446596.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -446635.781250 Penalty: 4132.108398
	Iteration 8Q: 3 clusters Score -446635.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -446679.593750 Penalty: 4132.108398
	Iteration 9Q: 3 clusters Score -446679.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -446724.875000 Penalty: 4132.108398
	Iteration 10Q: 3 clusters Score -446724.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -446770.687500 Penalty: 4132.108398
	Iteration 11Q: 3 clusters Score -446770.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -446827.156250 Penalty: 4132.108398
	Iteration 12Q: 3 clusters Score -446827.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -446885.375000 Penalty: 4132.108398
	Iteration 13Q: 3 clusters Score -446885.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -446939.375000 Penalty: 4132.108398
	Iteration 14Q: 3 clusters Score -446939.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -446974.500000 Penalty: 4132.108398
	Iteration 15Q: 3 clusters Score -446974.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -447003.375000 Penalty: 4132.108398
	Iteration 16Q: 3 clusters Score -447003.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -447038.218750 Penalty: 4132.108398
	Iteration 17Q: 3 clusters Score -447038.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -447060.843750 Penalty: 4132.108398
	Iteration 18Q: 3 clusters Score -447060.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -447074.000000 Penalty: 4132.108398
	Iteration 19Q: 3 clusters Score -447074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -447086.250000 Penalty: 4132.108398
	Iteration 20F: 3 clusters Score -447086.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -447096.156250 Penalty: 4132.108398
	Iteration 21Q: 3 clusters Score -447096.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -447107.968750 Penalty: 4132.108398
	Iteration 22Q: 3 clusters Score -447108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -447118.562500 Penalty: 4132.108398
	Iteration 23Q: 3 clusters Score -447118.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -447124.343750 Penalty: 4132.108398
	Iteration 24Q: 3 clusters Score -447124.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -447130.593750 Penalty: 4132.108398
	Iteration 25Q: 3 clusters Score -447130.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -447138.437500 Penalty: 4132.108398
	Iteration 26Q: 3 clusters Score -447138.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -447147.625000 Penalty: 4132.108398
	Iteration 27Q: 3 clusters Score -447147.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -447154.593750 Penalty: 4132.108398
	Iteration 28Q: 3 clusters Score -447154.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -447161.656250 Penalty: 4132.108398
	Iteration 29Q: 3 clusters Score -447161.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -447172.718750 Penalty: 4132.108398
	Iteration 30Q: 3 clusters Score -447172.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -447180.031250 Penalty: 4132.108398
	Iteration 31Q: 3 clusters Score -447180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -447187.531250 Penalty: 4132.108398
	Iteration 32Q: 3 clusters Score -447187.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -447198.312500 Penalty: 4132.108398
	Iteration 33Q: 3 clusters Score -447198.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -447210.687500 Penalty: 4132.108398
	Iteration 34Q: 3 clusters Score -447210.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -447227.781250 Penalty: 4132.108398
	Iteration 35Q: 3 clusters Score -447227.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -447240.343750 Penalty: 4132.108398
	Iteration 36Q: 3 clusters Score -447240.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -447248.656250 Penalty: 4132.108398
	Iteration 37Q: 3 clusters Score -447248.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -447256.562500 Penalty: 4132.108398
	Iteration 38Q: 3 clusters Score -447256.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -447265.187500 Penalty: 4132.108398
	Iteration 39Q: 3 clusters Score -447265.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -447269.875000 Penalty: 4132.108398
	Iteration 40F: 3 clusters Score -447269.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -447275.593750 Penalty: 4132.108398
	Iteration 41Q: 3 clusters Score -447275.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -447278.437500 Penalty: 4132.108398
	Iteration 42Q: 3 clusters Score -447278.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -447280.406250 Penalty: 4132.108398
	Iteration 43Q: 3 clusters Score -447280.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -447280.406250 Penalty: 4132.108398
	Iteration 44F: 3 clusters Score -447280.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Entering Unmasked Estep 
Score: -117050.765625 Penalty: 1876.958130
	Iteration 0F: 2 clusters Score -117050.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -114481.210938 Penalty: 3753.916260
	Iteration 0F: 3 clusters Score -114481.2 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -115055.648438 Penalty: 3753.916260
	Iteration 1F: 3 clusters Score -115055.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -115284.296875 Penalty: 3753.916260
	Iteration 2F: 3 clusters Score -115284.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -115410.750000 Penalty: 3753.916260
	Iteration 3F: 3 clusters Score -115410.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -115505.703125 Penalty: 3753.916260
	Iteration 4Q: 3 clusters Score -115505.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -115579.687500 Penalty: 3753.916260
	Iteration 5Q: 3 clusters Score -115579.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -115643.226562 Penalty: 3753.916260
	Iteration 6Q: 3 clusters Score -115643.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -115694.593750 Penalty: 3753.916260
	Iteration 7Q: 3 clusters Score -115694.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -115735.492188 Penalty: 3753.916260
	Iteration 8Q: 3 clusters Score -115735.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -115768.343750 Penalty: 3753.916260
	Iteration 9Q: 3 clusters Score -115768.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -115798.562500 Penalty: 3753.916260
	Iteration 10Q: 3 clusters Score -115798.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -115822.851562 Penalty: 3753.916260
	Iteration 11Q: 3 clusters Score -115822.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -115840.140625 Penalty: 3753.916260
	Iteration 12Q: 3 clusters Score -115840.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -115864.015625 Penalty: 3753.916260
	Iteration 13Q: 3 clusters Score -115864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -115876.171875 Penalty: 3753.916260
	Iteration 14Q: 3 clusters Score -115876.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -115886.187500 Penalty: 3753.916260
	Iteration 15Q: 3 clusters Score -115886.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -115894.539062 Penalty: 3753.916260
	Iteration 16Q: 3 clusters Score -115894.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -115900.851562 Penalty: 3753.916260
	Iteration 17Q: 3 clusters Score -115900.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -115904.523438 Penalty: 3753.916260
	Iteration 18Q: 3 clusters Score -115904.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -115907.960938 Penalty: 3753.916260
	Iteration 19Q: 3 clusters Score -115908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -115910.906250 Penalty: 3753.916260
	Iteration 20F: 3 clusters Score -115910.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -115912.023438 Penalty: 3753.916260
	Iteration 21Q: 3 clusters Score -115912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -115912.023438 Penalty: 3753.916260
	Iteration 22F: 3 clusters Score -115912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -61318.867188 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -61318.87 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 315 members 
Entering Unmasked Estep 
Score: -59695.035156 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -59695.04 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -59962.644531 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -59962.64 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -60076.632812 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -60076.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -60167.972656 Penalty: 3197.076904
	Iteration 3Q: 3 clusters Score -60167.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -60189.128906 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -60189.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -60206.851562 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -60206.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -60222.777344 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -60222.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -60228.371094 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -60228.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -60241.125000 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -60241.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -60281.527344 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -60281.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -60308.195312 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -60308.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -60331.468750 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -60331.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -60342.496094 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -60342.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -60349.414062 Penalty: 3197.076904
	Iteration 13Q: 3 clusters Score -60349.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -60358.507812 Penalty: 3197.076904
	Iteration 14Q: 3 clusters Score -60358.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -60367.851562 Penalty: 3197.076904
	Iteration 15Q: 3 clusters Score -60367.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -60373.339844 Penalty: 3197.076904
	Iteration 16Q: 3 clusters Score -60373.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -60376.972656 Penalty: 3197.076904
	Iteration 17Q: 3 clusters Score -60376.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -60379.714844 Penalty: 3197.076904
	Iteration 18Q: 3 clusters Score -60379.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -60383.679688 Penalty: 3197.076904
	Iteration 19Q: 3 clusters Score -60383.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -60386.183594 Penalty: 3197.076904
	Iteration 20F: 3 clusters Score -60386.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (4678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Entering Unmasked Estep 
Score: -504808.156250 Penalty: 2095.755371
	Iteration 0F: 2 clusters Score -504808.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -500421.625000 Penalty: 4191.510742
	Iteration 0F: 3 clusters Score -500421.6 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -501428.218750 Penalty: 4191.510742
	Iteration 1F: 3 clusters Score -501428.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -501628.968750 Penalty: 4191.510742
	Iteration 2F: 3 clusters Score -501629 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -501763.875000 Penalty: 4191.510742
	Iteration 3F: 3 clusters Score -501763.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -501859.781250 Penalty: 4191.510742
	Iteration 4Q: 3 clusters Score -501859.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -501948.468750 Penalty: 4191.510742
	Iteration 5Q: 3 clusters Score -501948.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -502037.656250 Penalty: 4191.510742
	Iteration 6Q: 3 clusters Score -502037.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -502114.281250 Penalty: 4191.510742
	Iteration 7Q: 3 clusters Score -502114.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -502220.750000 Penalty: 4191.510742
	Iteration 8Q: 3 clusters Score -502220.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -502309.781250 Penalty: 4191.510742
	Iteration 9Q: 3 clusters Score -502309.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -502427.593750 Penalty: 4191.510742
	Iteration 10Q: 3 clusters Score -502427.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -502526.750000 Penalty: 4191.510742
	Iteration 11Q: 3 clusters Score -502526.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -502621.781250 Penalty: 4191.510742
	Iteration 12Q: 3 clusters Score -502621.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -502722.437500 Penalty: 4191.510742
	Iteration 13Q: 3 clusters Score -502722.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -502836.625000 Penalty: 4191.510742
	Iteration 14Q: 3 clusters Score -502836.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -502999.406250 Penalty: 4191.510742
	Iteration 15Q: 3 clusters Score -502999.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -503227.000000 Penalty: 4191.510742
	Iteration 16Q: 3 clusters Score -503227 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -503512.156250 Penalty: 4191.510742
	Iteration 17Q: 3 clusters Score -503512.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -503843.156250 Penalty: 4191.510742
	Iteration 18Q: 3 clusters Score -503843.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -504056.250000 Penalty: 4191.510742
	Iteration 19Q: 3 clusters Score -504056.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -504154.968750 Penalty: 4191.510742
	Iteration 20F: 3 clusters Score -504155 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -504232.375000 Penalty: 4191.510742
	Iteration 21Q: 3 clusters Score -504232.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -504284.781250 Penalty: 4191.510742
	Iteration 22Q: 3 clusters Score -504284.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -504305.687500 Penalty: 4191.510742
	Iteration 23Q: 3 clusters Score -504305.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -504317.125000 Penalty: 4191.510742
	Iteration 24Q: 3 clusters Score -504317.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -504321.687500 Penalty: 4191.510742
	Iteration 25Q: 3 clusters Score -504321.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -504325.093750 Penalty: 4191.510742
	Iteration 26Q: 3 clusters Score -504325.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -504327.750000 Penalty: 4191.510742
	Iteration 27Q: 3 clusters Score -504327.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -504327.750000 Penalty: 4191.510742
	Iteration 28F: 3 clusters Score -504327.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (12041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Entering Unmasked Estep 
Score: -1299365.500000 Penalty: 2330.226074
	Iteration 0F: 2 clusters Score -1299366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1290346.750000 Penalty: 4660.452148
	Iteration 0F: 3 clusters Score -1290347 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1293131.750000 Penalty: 4660.452148
	Iteration 1F: 3 clusters Score -1293132 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1293465.500000 Penalty: 4660.452148
	Iteration 2F: 3 clusters Score -1293466 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1293731.500000 Penalty: 4660.452148
	Iteration 3F: 3 clusters Score -1293732 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1293970.375000 Penalty: 4660.452148
	Iteration 4Q: 3 clusters Score -1293970 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1294235.000000 Penalty: 4660.452148
	Iteration 5Q: 3 clusters Score -1294235 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1294529.125000 Penalty: 4660.452148
	Iteration 6Q: 3 clusters Score -1294529 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1294894.500000 Penalty: 4660.452148
	Iteration 7Q: 3 clusters Score -1294894 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1295328.125000 Penalty: 4660.452148
	Iteration 8Q: 3 clusters Score -1295328 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1295805.375000 Penalty: 4660.452148
	Iteration 9Q: 3 clusters Score -1295805 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1296187.750000 Penalty: 4660.452148
	Iteration 10Q: 3 clusters Score -1296188 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1296478.375000 Penalty: 4660.452148
	Iteration 11Q: 3 clusters Score -1296478 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1296689.125000 Penalty: 4660.452148
	Iteration 12Q: 3 clusters Score -1296689 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1296830.125000 Penalty: 4660.452148
	Iteration 13Q: 3 clusters Score -1296830 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1296949.375000 Penalty: 4660.452148
	Iteration 14Q: 3 clusters Score -1296949 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1297046.125000 Penalty: 4660.452148
	Iteration 15Q: 3 clusters Score -1297046 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1297114.000000 Penalty: 4660.452148
	Iteration 16Q: 3 clusters Score -1297114 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1297175.625000 Penalty: 4660.452148
	Iteration 17Q: 3 clusters Score -1297176 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1297223.500000 Penalty: 4660.452148
	Iteration 18Q: 3 clusters Score -1297224 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1297275.500000 Penalty: 4660.452148
	Iteration 19Q: 3 clusters Score -1297276 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1297325.750000 Penalty: 4660.452148
	Iteration 20F: 3 clusters Score -1297326 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1297378.125000 Penalty: 4660.452148
	Iteration 21Q: 3 clusters Score -1297378 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1297420.625000 Penalty: 4660.452148
	Iteration 22Q: 3 clusters Score -1297421 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1297459.875000 Penalty: 4660.452148
	Iteration 23Q: 3 clusters Score -1297460 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1297491.375000 Penalty: 4660.452148
	Iteration 24Q: 3 clusters Score -1297491 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1297524.750000 Penalty: 4660.452148
	Iteration 25Q: 3 clusters Score -1297525 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1297545.750000 Penalty: 4660.452148
	Iteration 26Q: 3 clusters Score -1297546 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1297567.125000 Penalty: 4660.452148
	Iteration 27Q: 3 clusters Score -1297567 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1297586.125000 Penalty: 4660.452148
	Iteration 28Q: 3 clusters Score -1297586 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1297604.875000 Penalty: 4660.452148
	Iteration 29Q: 3 clusters Score -1297605 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1297628.375000 Penalty: 4660.452148
	Iteration 30Q: 3 clusters Score -1297628 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1297642.375000 Penalty: 4660.452148
	Iteration 31Q: 3 clusters Score -1297642 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1297662.500000 Penalty: 4660.452148
	Iteration 32Q: 3 clusters Score -1297662 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1297690.875000 Penalty: 4660.452148
	Iteration 33Q: 3 clusters Score -1297691 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1297719.500000 Penalty: 4660.452148
	Iteration 34Q: 3 clusters Score -1297720 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1297741.625000 Penalty: 4660.452148
	Iteration 35Q: 3 clusters Score -1297742 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1297758.625000 Penalty: 4660.452148
	Iteration 36Q: 3 clusters Score -1297759 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1297772.500000 Penalty: 4660.452148
	Iteration 37Q: 3 clusters Score -1297772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1297774.875000 Penalty: 4660.452148
	Iteration 38Q: 3 clusters Score -1297775 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1297781.125000 Penalty: 4660.452148
	Iteration 39Q: 3 clusters Score -1297781 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1297787.500000 Penalty: 4660.452148
	Iteration 40F: 3 clusters Score -1297788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1297789.375000 Penalty: 4660.452148
	Iteration 41Q: 3 clusters Score -1297789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1297797.875000 Penalty: 4660.452148
	Iteration 42Q: 3 clusters Score -1297798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1297802.000000 Penalty: 4660.452148
	Iteration 43Q: 3 clusters Score -1297802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1297802.000000 Penalty: 4660.452148
	Iteration 44Q: 3 clusters Score -1297802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1297806.375000 Penalty: 4660.452148
	Iteration 45Q: 3 clusters Score -1297806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1297804.625000 Penalty: 4660.452148
	Iteration 46Q: 3 clusters Score -1297805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1297807.625000 Penalty: 4660.452148
	Iteration 47Q: 3 clusters Score -1297808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1297806.125000 Penalty: 4660.452148
	Iteration 48Q: 3 clusters Score -1297806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1297807.250000 Penalty: 4660.452148
	Iteration 49Q: 3 clusters Score -1297807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1297807.625000 Penalty: 4660.452148
	Iteration 50Q: 3 clusters Score -1297808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1297808.250000 Penalty: 4660.452148
	Iteration 51Q: 3 clusters Score -1297808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1297809.750000 Penalty: 4660.452148
	Iteration 52Q: 3 clusters Score -1297810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1297807.375000 Penalty: 4660.452148
	Iteration 53Q: 3 clusters Score -1297807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1297808.875000 Penalty: 4660.452148
	Iteration 54Q: 3 clusters Score -1297809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1297808.875000 Penalty: 4660.452148
	Iteration 55Q: 3 clusters Score -1297809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1297810.625000 Penalty: 4660.452148
	Iteration 56Q: 3 clusters Score -1297811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1297810.750000 Penalty: 4660.452148
	Iteration 57Q: 3 clusters Score -1297811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1297810.625000 Penalty: 4660.452148
	Iteration 58Q: 3 clusters Score -1297811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1297810.625000 Penalty: 4660.452148
	Iteration 59F: 3 clusters Score -1297811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Entering Unmasked Estep 
Score: -482058.781250 Penalty: 2083.196289
	Iteration 0F: 2 clusters Score -482058.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -477916.437500 Penalty: 4166.392578
	Iteration 0F: 3 clusters Score -477916.4 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -478837.781250 Penalty: 4166.392578
	Iteration 1F: 3 clusters Score -478837.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -479091.343750 Penalty: 4166.392578
	Iteration 2F: 3 clusters Score -479091.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -479285.625000 Penalty: 4166.392578
	Iteration 3F: 3 clusters Score -479285.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -479433.593750 Penalty: 4166.392578
	Iteration 4Q: 3 clusters Score -479433.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -479547.343750 Penalty: 4166.392578
	Iteration 5Q: 3 clusters Score -479547.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -479639.468750 Penalty: 4166.392578
	Iteration 6Q: 3 clusters Score -479639.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -479726.562500 Penalty: 4166.392578
	Iteration 7Q: 3 clusters Score -479726.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -479788.093750 Penalty: 4166.392578
	Iteration 8Q: 3 clusters Score -479788.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -479838.031250 Penalty: 4166.392578
	Iteration 9Q: 3 clusters Score -479838 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -479879.625000 Penalty: 4166.392578
	Iteration 10Q: 3 clusters Score -479879.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -479908.906250 Penalty: 4166.392578
	Iteration 11Q: 3 clusters Score -479908.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -479945.906250 Penalty: 4166.392578
	Iteration 12Q: 3 clusters Score -479945.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -479994.812500 Penalty: 4166.392578
	Iteration 13Q: 3 clusters Score -479994.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -480043.375000 Penalty: 4166.392578
	Iteration 14Q: 3 clusters Score -480043.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -480093.156250 Penalty: 4166.392578
	Iteration 15Q: 3 clusters Score -480093.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -480147.531250 Penalty: 4166.392578
	Iteration 16Q: 3 clusters Score -480147.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -480191.937500 Penalty: 4166.392578
	Iteration 17Q: 3 clusters Score -480191.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -480231.125000 Penalty: 4166.392578
	Iteration 18Q: 3 clusters Score -480231.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -480255.687500 Penalty: 4166.392578
	Iteration 19Q: 3 clusters Score -480255.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -480272.062500 Penalty: 4166.392578
	Iteration 20F: 3 clusters Score -480272.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -480284.125000 Penalty: 4166.392578
	Iteration 21Q: 3 clusters Score -480284.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -480296.281250 Penalty: 4166.392578
	Iteration 22Q: 3 clusters Score -480296.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -480303.125000 Penalty: 4166.392578
	Iteration 23Q: 3 clusters Score -480303.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -480308.593750 Penalty: 4166.392578
	Iteration 24Q: 3 clusters Score -480308.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -480318.406250 Penalty: 4166.392578
	Iteration 25Q: 3 clusters Score -480318.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -480323.656250 Penalty: 4166.392578
	Iteration 26Q: 3 clusters Score -480323.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -480329.187500 Penalty: 4166.392578
	Iteration 27Q: 3 clusters Score -480329.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -480334.625000 Penalty: 4166.392578
	Iteration 28Q: 3 clusters Score -480334.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -480340.531250 Penalty: 4166.392578
	Iteration 29Q: 3 clusters Score -480340.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -480351.593750 Penalty: 4166.392578
	Iteration 30Q: 3 clusters Score -480351.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -480362.812500 Penalty: 4166.392578
	Iteration 31Q: 3 clusters Score -480362.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -480375.968750 Penalty: 4166.392578
	Iteration 32Q: 3 clusters Score -480376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -480387.125000 Penalty: 4166.392578
	Iteration 33Q: 3 clusters Score -480387.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -480397.843750 Penalty: 4166.392578
	Iteration 34Q: 3 clusters Score -480397.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -480405.718750 Penalty: 4166.392578
	Iteration 35Q: 3 clusters Score -480405.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -480412.656250 Penalty: 4166.392578
	Iteration 36Q: 3 clusters Score -480412.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -480419.875000 Penalty: 4166.392578
	Iteration 37Q: 3 clusters Score -480419.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -480425.031250 Penalty: 4166.392578
	Iteration 38Q: 3 clusters Score -480425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -480427.531250 Penalty: 4166.392578
	Iteration 39Q: 3 clusters Score -480427.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -480430.312500 Penalty: 4166.392578
	Iteration 40F: 3 clusters Score -480430.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -480432.906250 Penalty: 4166.392578
	Iteration 41Q: 3 clusters Score -480432.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -480436.000000 Penalty: 4166.392578
	Iteration 42Q: 3 clusters Score -480436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -480438.718750 Penalty: 4166.392578
	Iteration 43Q: 3 clusters Score -480438.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -480440.656250 Penalty: 4166.392578
	Iteration 44Q: 3 clusters Score -480440.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -480441.875000 Penalty: 4166.392578
	Iteration 45Q: 3 clusters Score -480441.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -480442.281250 Penalty: 4166.392578
	Iteration 46Q: 3 clusters Score -480442.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -480443.156250 Penalty: 4166.392578
	Iteration 47Q: 3 clusters Score -480443.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -480443.031250 Penalty: 4166.392578
	Iteration 48Q: 3 clusters Score -480443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -480442.812500 Penalty: 4166.392578
	Iteration 49Q: 3 clusters Score -480442.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -480442.750000 Penalty: 4166.392578
	Iteration 50Q: 3 clusters Score -480442.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -480444.750000 Penalty: 4166.392578
	Iteration 51Q: 3 clusters Score -480444.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -480445.843750 Penalty: 4166.392578
	Iteration 52Q: 3 clusters Score -480445.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -480446.531250 Penalty: 4166.392578
	Iteration 53Q: 3 clusters Score -480446.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -480449.281250 Penalty: 4166.392578
	Iteration 54Q: 3 clusters Score -480449.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -480449.281250 Penalty: 4166.392578
	Iteration 55F: 3 clusters Score -480449.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 9072 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27421 members 
Mstep: Class 5 contains 15562 members 
Mstep: Class 6 contains 7176 members 
Mstep: Class 7 contains 14683 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8946 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6250 members 
Mstep: Class 13 contains 17445 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34101 members 
Mstep: Class 16 contains 4910 members 
Mstep: Class 17 contains 2512 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29596 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29191 members 
Mstep: Class 23 contains 38264 members 
Mstep: Class 24 contains 3641 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 5574 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22458 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8296 members 
Mstep: Class 31 contains 8302 members 
Mstep: Class 32 contains 7930 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18538 members 
Mstep: Class 35 contains 20555 members 
Mstep: Class 36 contains 4458 members 
Mstep: Class 37 contains 18500 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16462 members 
Mstep: Class 40 contains 8694 members 
Mstep: Class 41 contains 7780 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90347 members 
Mstep: Class 44 contains 13635 members 
Mstep: Class 45 contains 1593 members 
Mstep: Class 46 contains 6620 members 
Mstep: Class 47 contains 5343 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34219 members 
Mstep: Class 50 contains 4150 members 
Mstep: Class 51 contains 1936 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4678 members 
Mstep: Class 54 contains 12041 members 
Mstep: Class 55 contains 4447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768684.000000 Penalty: 185848.812500
Iteration 159Q: 57 clusters Score -6.476868e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 9073 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27426 members 
Mstep: Class 5 contains 15566 members 
Mstep: Class 6 contains 7177 members 
Mstep: Class 7 contains 14702 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8956 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6250 members 
Mstep: Class 13 contains 17447 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34097 members 
Mstep: Class 16 contains 4959 members 
Mstep: Class 17 contains 2512 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29569 members 
Mstep: Class 20 contains 15678 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29192 members 
Mstep: Class 23 contains 38370 members 
Mstep: Class 24 contains 3640 members 
Mstep: Class 25 contains 4198 members 
Mstep: Class 26 contains 5568 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22458 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8297 members 
Mstep: Class 31 contains 8307 members 
Mstep: Class 32 contains 7930 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18535 members 
Mstep: Class 35 contains 20554 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 18425 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16463 members 
Mstep: Class 40 contains 8694 members 
Mstep: Class 41 contains 7843 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90344 members 
Mstep: Class 44 contains 13635 members 
Mstep: Class 45 contains 1604 members 
Mstep: Class 46 contains 6618 members 
Mstep: Class 47 contains 5351 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34249 members 
Mstep: Class 50 contains 4167 members 
Mstep: Class 51 contains 1936 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4719 members 
Mstep: Class 54 contains 12122 members 
Mstep: Class 55 contains 4459 members 
Mstep: Class 56 contains 8215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768884.000000 Penalty: 185848.812500
Iteration 160F: 57 clusters Score -6.476888e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 9074 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27432 members 
Mstep: Class 5 contains 15561 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14635 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8968 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6251 members 
Mstep: Class 13 contains 17454 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34087 members 
Mstep: Class 16 contains 4971 members 
Mstep: Class 17 contains 2513 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29541 members 
Mstep: Class 20 contains 15686 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29193 members 
Mstep: Class 23 contains 38306 members 
Mstep: Class 24 contains 3643 members 
Mstep: Class 25 contains 4199 members 
Mstep: Class 26 contains 5560 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22442 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8295 members 
Mstep: Class 31 contains 8307 members 
Mstep: Class 32 contains 7931 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18535 members 
Mstep: Class 35 contains 20555 members 
Mstep: Class 36 contains 4457 members 
Mstep: Class 37 contains 18356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16463 members 
Mstep: Class 40 contains 8695 members 
Mstep: Class 41 contains 7847 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90342 members 
Mstep: Class 44 contains 13634 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6608 members 
Mstep: Class 47 contains 5352 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34212 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1936 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4725 members 
Mstep: Class 54 contains 12205 members 
Mstep: Class 55 contains 4469 members 
Mstep: Class 56 contains 8385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769044.000000 Penalty: 185848.812500
Iteration 161Q: 57 clusters Score -6.476904e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 9074 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27433 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7176 members 
Mstep: Class 7 contains 14614 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 8985 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6251 members 
Mstep: Class 13 contains 17452 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34076 members 
Mstep: Class 16 contains 4980 members 
Mstep: Class 17 contains 2513 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29520 members 
Mstep: Class 20 contains 15689 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29196 members 
Mstep: Class 23 contains 38273 members 
Mstep: Class 24 contains 3648 members 
Mstep: Class 25 contains 4201 members 
Mstep: Class 26 contains 5553 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22431 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8292 members 
Mstep: Class 31 contains 8307 members 
Mstep: Class 32 contains 7931 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18533 members 
Mstep: Class 35 contains 20553 members 
Mstep: Class 36 contains 4458 members 
Mstep: Class 37 contains 18295 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16462 members 
Mstep: Class 40 contains 8697 members 
Mstep: Class 41 contains 7858 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90340 members 
Mstep: Class 44 contains 13635 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6600 members 
Mstep: Class 47 contains 5355 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34198 members 
Mstep: Class 50 contains 4146 members 
Mstep: Class 51 contains 1936 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4733 members 
Mstep: Class 54 contains 12283 members 
Mstep: Class 55 contains 4472 members 
Mstep: Class 56 contains 8431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769164.000000 Penalty: 185848.812500
Iteration 162Q: 57 clusters Score -6.476916e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 9075 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27434 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14607 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9003 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17456 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34068 members 
Mstep: Class 16 contains 4982 members 
Mstep: Class 17 contains 2513 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29494 members 
Mstep: Class 20 contains 15691 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29197 members 
Mstep: Class 23 contains 38251 members 
Mstep: Class 24 contains 3649 members 
Mstep: Class 25 contains 4200 members 
Mstep: Class 26 contains 5553 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22422 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8290 members 
Mstep: Class 31 contains 8307 members 
Mstep: Class 32 contains 7931 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18532 members 
Mstep: Class 35 contains 20555 members 
Mstep: Class 36 contains 4460 members 
Mstep: Class 37 contains 18243 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16461 members 
Mstep: Class 40 contains 8699 members 
Mstep: Class 41 contains 7871 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90338 members 
Mstep: Class 44 contains 13636 members 
Mstep: Class 45 contains 1607 members 
Mstep: Class 46 contains 6597 members 
Mstep: Class 47 contains 5358 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34184 members 
Mstep: Class 50 contains 4146 members 
Mstep: Class 51 contains 1936 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4737 members 
Mstep: Class 54 contains 12348 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769120.000000 Penalty: 185848.812500
Iteration 163Q: 57 clusters Score -6.476912e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 9075 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27440 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7173 members 
Mstep: Class 7 contains 14606 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9007 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17454 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34071 members 
Mstep: Class 16 contains 4983 members 
Mstep: Class 17 contains 2513 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29474 members 
Mstep: Class 20 contains 15691 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29199 members 
Mstep: Class 23 contains 38236 members 
Mstep: Class 24 contains 3650 members 
Mstep: Class 25 contains 4202 members 
Mstep: Class 26 contains 5552 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22424 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8288 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 7932 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18529 members 
Mstep: Class 35 contains 20554 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 18201 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16461 members 
Mstep: Class 40 contains 8700 members 
Mstep: Class 41 contains 7881 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90335 members 
Mstep: Class 44 contains 13634 members 
Mstep: Class 45 contains 1607 members 
Mstep: Class 46 contains 6595 members 
Mstep: Class 47 contains 5362 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34172 members 
Mstep: Class 50 contains 4146 members 
Mstep: Class 51 contains 1936 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4738 members 
Mstep: Class 54 contains 12405 members 
Mstep: Class 55 contains 4475 members 
Mstep: Class 56 contains 8449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769008.000000 Penalty: 185848.812500
Iteration 164Q: 57 clusters Score -6.476901e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 9075 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27446 members 
Mstep: Class 5 contains 15558 members 
Mstep: Class 6 contains 7173 members 
Mstep: Class 7 contains 14603 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9016 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6253 members 
Mstep: Class 13 contains 17456 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34066 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 2513 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29459 members 
Mstep: Class 20 contains 15689 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29201 members 
Mstep: Class 23 contains 38229 members 
Mstep: Class 24 contains 3651 members 
Mstep: Class 25 contains 4204 members 
Mstep: Class 26 contains 5550 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22425 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8286 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 7933 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18523 members 
Mstep: Class 35 contains 20551 members 
Mstep: Class 36 contains 4460 members 
Mstep: Class 37 contains 18161 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16460 members 
Mstep: Class 40 contains 8702 members 
Mstep: Class 41 contains 7886 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90330 members 
Mstep: Class 44 contains 13635 members 
Mstep: Class 45 contains 1607 members 
Mstep: Class 46 contains 6593 members 
Mstep: Class 47 contains 5366 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34160 members 
Mstep: Class 50 contains 4145 members 
Mstep: Class 51 contains 1936 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4738 members 
Mstep: Class 54 contains 12463 members 
Mstep: Class 55 contains 4474 members 
Mstep: Class 56 contains 8450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768980.000000 Penalty: 185848.812500
Iteration 165Q: 57 clusters Score -6.476898e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 9075 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27450 members 
Mstep: Class 5 contains 15558 members 
Mstep: Class 6 contains 7173 members 
Mstep: Class 7 contains 14601 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6253 members 
Mstep: Class 13 contains 17463 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34055 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 2513 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29435 members 
Mstep: Class 20 contains 15687 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29202 members 
Mstep: Class 23 contains 38228 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4208 members 
Mstep: Class 26 contains 5550 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22428 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8286 members 
Mstep: Class 31 contains 8307 members 
Mstep: Class 32 contains 7935 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18517 members 
Mstep: Class 35 contains 20549 members 
Mstep: Class 36 contains 4458 members 
Mstep: Class 37 contains 18116 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16460 members 
Mstep: Class 40 contains 8702 members 
Mstep: Class 41 contains 7889 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90330 members 
Mstep: Class 44 contains 13635 members 
Mstep: Class 45 contains 1607 members 
Mstep: Class 46 contains 6590 members 
Mstep: Class 47 contains 5367 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34149 members 
Mstep: Class 50 contains 4145 members 
Mstep: Class 51 contains 1936 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4738 members 
Mstep: Class 54 contains 12530 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769012.000000 Penalty: 185848.812500
Iteration 166Q: 57 clusters Score -6.476901e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 9076 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27450 members 
Mstep: Class 5 contains 15558 members 
Mstep: Class 6 contains 7174 members 
Mstep: Class 7 contains 14599 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9033 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6253 members 
Mstep: Class 13 contains 17462 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34052 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 2513 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29421 members 
Mstep: Class 20 contains 15683 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29198 members 
Mstep: Class 23 contains 38226 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4208 members 
Mstep: Class 26 contains 5548 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22429 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8286 members 
Mstep: Class 31 contains 8307 members 
Mstep: Class 32 contains 7938 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18514 members 
Mstep: Class 35 contains 20547 members 
Mstep: Class 36 contains 4458 members 
Mstep: Class 37 contains 18073 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16462 members 
Mstep: Class 40 contains 8701 members 
Mstep: Class 41 contains 7895 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90328 members 
Mstep: Class 44 contains 13634 members 
Mstep: Class 45 contains 1607 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5366 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34148 members 
Mstep: Class 50 contains 4146 members 
Mstep: Class 51 contains 1936 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4738 members 
Mstep: Class 54 contains 12588 members 
Mstep: Class 55 contains 4474 members 
Mstep: Class 56 contains 8441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769020.000000 Penalty: 185848.812500
Iteration 167Q: 57 clusters Score -6.476902e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 9077 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27451 members 
Mstep: Class 5 contains 15558 members 
Mstep: Class 6 contains 7174 members 
Mstep: Class 7 contains 14599 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9037 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6254 members 
Mstep: Class 13 contains 17455 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34047 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29402 members 
Mstep: Class 20 contains 15680 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29199 members 
Mstep: Class 23 contains 38227 members 
Mstep: Class 24 contains 3653 members 
Mstep: Class 25 contains 4209 members 
Mstep: Class 26 contains 5548 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22426 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8286 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 7940 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18514 members 
Mstep: Class 35 contains 20546 members 
Mstep: Class 36 contains 4458 members 
Mstep: Class 37 contains 18034 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16461 members 
Mstep: Class 40 contains 8702 members 
Mstep: Class 41 contains 7898 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90330 members 
Mstep: Class 44 contains 13634 members 
Mstep: Class 45 contains 1607 members 
Mstep: Class 46 contains 6587 members 
Mstep: Class 47 contains 5368 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34145 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1936 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4740 members 
Mstep: Class 54 contains 12647 members 
Mstep: Class 55 contains 4474 members 
Mstep: Class 56 contains 8433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769060.000000 Penalty: 185848.812500
Iteration 168Q: 57 clusters Score -6.476906e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 9077 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27450 members 
Mstep: Class 5 contains 15558 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14598 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9045 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6254 members 
Mstep: Class 13 contains 17451 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34046 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29385 members 
Mstep: Class 20 contains 15678 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29197 members 
Mstep: Class 23 contains 38227 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4215 members 
Mstep: Class 26 contains 5547 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22425 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8286 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 7941 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18510 members 
Mstep: Class 35 contains 20546 members 
Mstep: Class 36 contains 4458 members 
Mstep: Class 37 contains 18002 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16463 members 
Mstep: Class 40 contains 8703 members 
Mstep: Class 41 contains 7898 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13635 members 
Mstep: Class 45 contains 1607 members 
Mstep: Class 46 contains 6587 members 
Mstep: Class 47 contains 5370 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34136 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1936 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4740 members 
Mstep: Class 54 contains 12693 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769064.000000 Penalty: 185848.812500
Iteration 169Q: 57 clusters Score -6.476906e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 9077 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27451 members 
Mstep: Class 5 contains 15558 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14597 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9054 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6254 members 
Mstep: Class 13 contains 17447 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34043 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29366 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29198 members 
Mstep: Class 23 contains 38226 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4216 members 
Mstep: Class 26 contains 5546 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22425 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8286 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 7942 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18508 members 
Mstep: Class 35 contains 20546 members 
Mstep: Class 36 contains 4458 members 
Mstep: Class 37 contains 17979 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16463 members 
Mstep: Class 40 contains 8703 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13636 members 
Mstep: Class 45 contains 1607 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5369 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34131 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1936 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4740 members 
Mstep: Class 54 contains 12730 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769112.000000 Penalty: 185848.812500
Iteration 170Q: 57 clusters Score -6.476911e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 9076 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27451 members 
Mstep: Class 5 contains 15558 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14597 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9062 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6253 members 
Mstep: Class 13 contains 17448 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34041 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 2516 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29351 members 
Mstep: Class 20 contains 15674 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29201 members 
Mstep: Class 23 contains 38224 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4216 members 
Mstep: Class 26 contains 5545 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22423 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8286 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7944 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18506 members 
Mstep: Class 35 contains 20547 members 
Mstep: Class 36 contains 4459 members 
Mstep: Class 37 contains 17965 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16463 members 
Mstep: Class 40 contains 8703 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13636 members 
Mstep: Class 45 contains 1607 members 
Mstep: Class 46 contains 6590 members 
Mstep: Class 47 contains 5368 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34127 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1936 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4740 members 
Mstep: Class 54 contains 12760 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769160.000000 Penalty: 185848.812500
Iteration 171Q: 57 clusters Score -6.476916e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 9073 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27450 members 
Mstep: Class 5 contains 15558 members 
Mstep: Class 6 contains 7176 members 
Mstep: Class 7 contains 14596 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9067 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6253 members 
Mstep: Class 13 contains 17442 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34042 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29336 members 
Mstep: Class 20 contains 15674 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29203 members 
Mstep: Class 23 contains 38224 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4217 members 
Mstep: Class 26 contains 5545 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22423 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8286 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7947 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18506 members 
Mstep: Class 35 contains 20549 members 
Mstep: Class 36 contains 4459 members 
Mstep: Class 37 contains 17938 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16463 members 
Mstep: Class 40 contains 8704 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13635 members 
Mstep: Class 45 contains 1607 members 
Mstep: Class 46 contains 6590 members 
Mstep: Class 47 contains 5373 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34117 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1936 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4740 members 
Mstep: Class 54 contains 12798 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769100.000000 Penalty: 185848.812500
Iteration 172Q: 57 clusters Score -6.47691e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 9070 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27449 members 
Mstep: Class 5 contains 15558 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14596 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9068 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6254 members 
Mstep: Class 13 contains 17435 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34039 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29326 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29203 members 
Mstep: Class 23 contains 38224 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4217 members 
Mstep: Class 26 contains 5541 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22421 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8286 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7949 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18505 members 
Mstep: Class 35 contains 20547 members 
Mstep: Class 36 contains 4459 members 
Mstep: Class 37 contains 17926 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16463 members 
Mstep: Class 40 contains 8704 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13634 members 
Mstep: Class 45 contains 1607 members 
Mstep: Class 46 contains 6590 members 
Mstep: Class 47 contains 5375 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34114 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1937 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4741 members 
Mstep: Class 54 contains 12834 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769224.000000 Penalty: 185848.812500
Iteration 173Q: 57 clusters Score -6.476922e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 9068 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27450 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14597 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9072 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6254 members 
Mstep: Class 13 contains 17427 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34037 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 2519 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29324 members 
Mstep: Class 20 contains 15678 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29202 members 
Mstep: Class 23 contains 38222 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4217 members 
Mstep: Class 26 contains 5539 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22420 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8286 members 
Mstep: Class 31 contains 8304 members 
Mstep: Class 32 contains 7950 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18503 members 
Mstep: Class 35 contains 20545 members 
Mstep: Class 36 contains 4459 members 
Mstep: Class 37 contains 17912 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16463 members 
Mstep: Class 40 contains 8704 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13634 members 
Mstep: Class 45 contains 1607 members 
Mstep: Class 46 contains 6590 members 
Mstep: Class 47 contains 5379 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34108 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1937 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4741 members 
Mstep: Class 54 contains 12866 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769244.000000 Penalty: 185848.812500
Iteration 174Q: 57 clusters Score -6.476924e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 9068 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27451 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14596 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9070 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6254 members 
Mstep: Class 13 contains 17416 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34035 members 
Mstep: Class 16 contains 4990 members 
Mstep: Class 17 contains 2522 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29320 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29202 members 
Mstep: Class 23 contains 38219 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4217 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22421 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8286 members 
Mstep: Class 31 contains 8303 members 
Mstep: Class 32 contains 7950 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18501 members 
Mstep: Class 35 contains 20543 members 
Mstep: Class 36 contains 4459 members 
Mstep: Class 37 contains 17903 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16464 members 
Mstep: Class 40 contains 8704 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13634 members 
Mstep: Class 45 contains 1607 members 
Mstep: Class 46 contains 6590 members 
Mstep: Class 47 contains 5381 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34106 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1937 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4741 members 
Mstep: Class 54 contains 12900 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769292.000000 Penalty: 185848.812500
Iteration 175Q: 57 clusters Score -6.476929e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 9068 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27449 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14596 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9069 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6254 members 
Mstep: Class 13 contains 17414 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 4990 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29315 members 
Mstep: Class 20 contains 15674 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29202 members 
Mstep: Class 23 contains 38216 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4217 members 
Mstep: Class 26 contains 5537 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22422 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8286 members 
Mstep: Class 31 contains 8303 members 
Mstep: Class 32 contains 7951 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18498 members 
Mstep: Class 35 contains 20543 members 
Mstep: Class 36 contains 4459 members 
Mstep: Class 37 contains 17889 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16464 members 
Mstep: Class 40 contains 8704 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13634 members 
Mstep: Class 45 contains 1607 members 
Mstep: Class 46 contains 6590 members 
Mstep: Class 47 contains 5383 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34098 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1937 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4741 members 
Mstep: Class 54 contains 12931 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769260.000000 Penalty: 185848.812500
Iteration 176Q: 57 clusters Score -6.476926e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27450 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14596 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9066 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6254 members 
Mstep: Class 13 contains 17412 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 4990 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29312 members 
Mstep: Class 20 contains 15675 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29203 members 
Mstep: Class 23 contains 38219 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4216 members 
Mstep: Class 26 contains 5538 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22421 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8286 members 
Mstep: Class 31 contains 8303 members 
Mstep: Class 32 contains 7951 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18494 members 
Mstep: Class 35 contains 20543 members 
Mstep: Class 36 contains 4460 members 
Mstep: Class 37 contains 17873 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8704 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1607 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5384 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34092 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4741 members 
Mstep: Class 54 contains 12960 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769360.000000 Penalty: 185848.812500
Iteration 177Q: 57 clusters Score -6.476936e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 9065 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27451 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14595 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9065 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6254 members 
Mstep: Class 13 contains 17409 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29313 members 
Mstep: Class 20 contains 15675 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29204 members 
Mstep: Class 23 contains 38220 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4216 members 
Mstep: Class 26 contains 5538 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22423 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8286 members 
Mstep: Class 31 contains 8302 members 
Mstep: Class 32 contains 7953 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18491 members 
Mstep: Class 35 contains 20543 members 
Mstep: Class 36 contains 4461 members 
Mstep: Class 37 contains 17861 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8704 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1607 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5384 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34090 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4741 members 
Mstep: Class 54 contains 12978 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769376.000000 Penalty: 185848.812500
Iteration 178Q: 57 clusters Score -6.476938e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 9065 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27451 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14596 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9065 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6254 members 
Mstep: Class 13 contains 17410 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34032 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29314 members 
Mstep: Class 20 contains 15674 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29203 members 
Mstep: Class 23 contains 38219 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4216 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22427 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8286 members 
Mstep: Class 31 contains 8302 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18488 members 
Mstep: Class 35 contains 20543 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17852 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8704 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90326 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1607 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5386 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34086 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4741 members 
Mstep: Class 54 contains 12993 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769408.000000 Penalty: 185848.812500
Iteration 179Q: 57 clusters Score -6.476941e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 9065 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27450 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7174 members 
Mstep: Class 7 contains 14595 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9065 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6254 members 
Mstep: Class 13 contains 17408 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34030 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29312 members 
Mstep: Class 20 contains 15675 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29204 members 
Mstep: Class 23 contains 38216 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4216 members 
Mstep: Class 26 contains 5536 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22429 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8286 members 
Mstep: Class 31 contains 8302 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18487 members 
Mstep: Class 35 contains 20543 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17848 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8704 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90326 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1607 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5387 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34085 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4741 members 
Mstep: Class 54 contains 13004 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769348.000000 Penalty: 185848.812500
Iteration 180F: 57 clusters Score -6.476935e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 9065 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27451 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7174 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9066 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6254 members 
Mstep: Class 13 contains 17407 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34027 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29308 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29205 members 
Mstep: Class 23 contains 38213 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4216 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22429 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 8302 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18486 members 
Mstep: Class 35 contains 20542 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17844 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8704 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1607 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5388 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34085 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4741 members 
Mstep: Class 54 contains 13016 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769348.000000 Penalty: 185848.812500
Iteration 181Q: 57 clusters Score -6.476935e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 9064 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27452 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7174 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9069 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6254 members 
Mstep: Class 13 contains 17407 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34026 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29300 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29207 members 
Mstep: Class 23 contains 38211 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4218 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22429 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 8303 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18484 members 
Mstep: Class 35 contains 20543 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17838 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8704 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1607 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5389 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34085 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4741 members 
Mstep: Class 54 contains 13026 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769384.000000 Penalty: 185848.812500
Iteration 182Q: 57 clusters Score -6.476938e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 9064 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27452 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7174 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9070 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6254 members 
Mstep: Class 13 contains 17407 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34024 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29293 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29210 members 
Mstep: Class 23 contains 38209 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22429 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 8303 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18483 members 
Mstep: Class 35 contains 20544 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17837 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8704 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1607 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5390 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34084 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4741 members 
Mstep: Class 54 contains 13032 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769408.000000 Penalty: 185848.812500
Iteration 183Q: 57 clusters Score -6.476941e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 9065 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27454 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7174 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9070 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6253 members 
Mstep: Class 13 contains 17409 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34022 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29286 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29210 members 
Mstep: Class 23 contains 38209 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22429 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 8303 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18481 members 
Mstep: Class 35 contains 20543 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17835 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8704 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1607 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5390 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34082 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4741 members 
Mstep: Class 54 contains 13042 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769384.000000 Penalty: 185848.812500
Iteration 184Q: 57 clusters Score -6.476938e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 9065 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27453 members 
Mstep: Class 5 contains 15556 members 
Mstep: Class 6 contains 7174 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9070 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6253 members 
Mstep: Class 13 contains 17407 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34022 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29281 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29212 members 
Mstep: Class 23 contains 38210 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22429 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 8304 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18477 members 
Mstep: Class 35 contains 20543 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17834 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8704 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1607 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5390 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34082 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4741 members 
Mstep: Class 54 contains 13051 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769352.000000 Penalty: 185848.812500
Iteration 185Q: 57 clusters Score -6.476935e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 9065 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27453 members 
Mstep: Class 5 contains 15556 members 
Mstep: Class 6 contains 7174 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9070 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6253 members 
Mstep: Class 13 contains 17407 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34023 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29277 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29213 members 
Mstep: Class 23 contains 38210 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22430 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 8304 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18474 members 
Mstep: Class 35 contains 20542 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17831 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1607 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5390 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34082 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4741 members 
Mstep: Class 54 contains 13057 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769316.000000 Penalty: 185848.812500
Iteration 186Q: 57 clusters Score -6.476932e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 9065 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27453 members 
Mstep: Class 5 contains 15556 members 
Mstep: Class 6 contains 7174 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9070 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6253 members 
Mstep: Class 13 contains 17407 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34023 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29270 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29215 members 
Mstep: Class 23 contains 38211 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22430 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 8304 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18474 members 
Mstep: Class 35 contains 20541 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17828 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1607 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5390 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34080 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4741 members 
Mstep: Class 54 contains 13064 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769336.000000 Penalty: 185848.812500
Iteration 187Q: 57 clusters Score -6.476934e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 9065 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27452 members 
Mstep: Class 5 contains 15556 members 
Mstep: Class 6 contains 7174 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9070 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6253 members 
Mstep: Class 13 contains 17405 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34022 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29268 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29215 members 
Mstep: Class 23 contains 38212 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22430 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 8304 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18473 members 
Mstep: Class 35 contains 20541 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17824 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1607 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5391 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34079 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4741 members 
Mstep: Class 54 contains 13077 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769348.000000 Penalty: 185848.812500
Iteration 188Q: 57 clusters Score -6.476935e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 9065 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27452 members 
Mstep: Class 5 contains 15556 members 
Mstep: Class 6 contains 7174 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9071 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6253 members 
Mstep: Class 13 contains 17405 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34023 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29262 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29217 members 
Mstep: Class 23 contains 38212 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5528 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22430 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 8304 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18472 members 
Mstep: Class 35 contains 20541 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17814 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1607 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5391 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34079 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4741 members 
Mstep: Class 54 contains 13092 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769352.000000 Penalty: 185848.812500
Iteration 189Q: 57 clusters Score -6.476935e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 9065 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27452 members 
Mstep: Class 5 contains 15556 members 
Mstep: Class 6 contains 7174 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9072 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6253 members 
Mstep: Class 13 contains 17402 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34023 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29259 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29219 members 
Mstep: Class 23 contains 38211 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5526 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22431 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 8304 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18472 members 
Mstep: Class 35 contains 20541 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17807 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1607 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5391 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34079 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4741 members 
Mstep: Class 54 contains 13104 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769428.000000 Penalty: 185848.812500
Iteration 190Q: 57 clusters Score -6.476943e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 9065 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27451 members 
Mstep: Class 5 contains 15556 members 
Mstep: Class 6 contains 7174 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9072 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6253 members 
Mstep: Class 13 contains 17399 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34023 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29259 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29219 members 
Mstep: Class 23 contains 38210 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5525 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22432 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 8304 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18472 members 
Mstep: Class 35 contains 20540 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17802 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1607 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5391 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34079 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4741 members 
Mstep: Class 54 contains 13115 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769384.000000 Penalty: 185848.812500
Iteration 191Q: 57 clusters Score -6.476938e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 9066 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27451 members 
Mstep: Class 5 contains 15556 members 
Mstep: Class 6 contains 7174 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9071 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6253 members 
Mstep: Class 13 contains 17401 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34023 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29258 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29219 members 
Mstep: Class 23 contains 38210 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5526 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22432 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 8304 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18473 members 
Mstep: Class 35 contains 20540 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17791 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13631 members 
Mstep: Class 45 contains 1607 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5391 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34078 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4741 members 
Mstep: Class 54 contains 13125 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769324.000000 Penalty: 185848.812500
Iteration 192Q: 57 clusters Score -6.476932e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 9066 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27451 members 
Mstep: Class 5 contains 15556 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9071 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6253 members 
Mstep: Class 13 contains 17399 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34023 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29258 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29219 members 
Mstep: Class 23 contains 38210 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5526 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22432 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 8304 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18473 members 
Mstep: Class 35 contains 20540 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17782 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13631 members 
Mstep: Class 45 contains 1607 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5391 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34078 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4741 members 
Mstep: Class 54 contains 13135 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769328.000000 Penalty: 185848.812500
Iteration 193Q: 57 clusters Score -6.476933e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 9066 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27451 members 
Mstep: Class 5 contains 15556 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9071 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6253 members 
Mstep: Class 13 contains 17398 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34023 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29258 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29219 members 
Mstep: Class 23 contains 38210 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5526 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22433 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 8304 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18473 members 
Mstep: Class 35 contains 20540 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17778 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13631 members 
Mstep: Class 45 contains 1607 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5391 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34075 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4741 members 
Mstep: Class 54 contains 13142 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769336.000000 Penalty: 185848.812500
Iteration 194Q: 57 clusters Score -6.476934e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 9066 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27451 members 
Mstep: Class 5 contains 15556 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9071 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6253 members 
Mstep: Class 13 contains 17397 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34023 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29257 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29219 members 
Mstep: Class 23 contains 38209 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5526 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22435 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 8304 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18473 members 
Mstep: Class 35 contains 20538 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17772 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13631 members 
Mstep: Class 45 contains 1607 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5392 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34074 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4741 members 
Mstep: Class 54 contains 13151 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769344.000000 Penalty: 185848.812500
Iteration 195Q: 57 clusters Score -6.476934e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 9066 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27452 members 
Mstep: Class 5 contains 15556 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9071 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6253 members 
Mstep: Class 13 contains 17396 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34023 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29253 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29219 members 
Mstep: Class 23 contains 38209 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5526 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22435 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 8304 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18473 members 
Mstep: Class 35 contains 20537 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17766 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13631 members 
Mstep: Class 45 contains 1607 members 
Mstep: Class 46 contains 6588 members 
Mstep: Class 47 contains 5392 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34074 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4741 members 
Mstep: Class 54 contains 13162 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769372.000000 Penalty: 185848.812500
Iteration 196Q: 57 clusters Score -6.476937e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 9066 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27452 members 
Mstep: Class 5 contains 15556 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9070 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6253 members 
Mstep: Class 13 contains 17397 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34024 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29251 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29219 members 
Mstep: Class 23 contains 38209 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5525 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22435 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 8304 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18473 members 
Mstep: Class 35 contains 20537 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17760 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13631 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6588 members 
Mstep: Class 47 contains 5392 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34069 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4741 members 
Mstep: Class 54 contains 13174 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769352.000000 Penalty: 185848.812500
Iteration 197Q: 57 clusters Score -6.476935e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 9066 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27452 members 
Mstep: Class 5 contains 15556 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9070 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6253 members 
Mstep: Class 13 contains 17398 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34023 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29249 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29219 members 
Mstep: Class 23 contains 38210 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5525 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22436 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 8304 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18471 members 
Mstep: Class 35 contains 20537 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17753 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13631 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6588 members 
Mstep: Class 47 contains 5392 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34065 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4741 members 
Mstep: Class 54 contains 13187 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769332.000000 Penalty: 185848.812500
Iteration 198Q: 57 clusters Score -6.476933e+07 nChanged 21
Entering ConstructFrom: 
Score: -64769332.000000 Penalty: 185848.812500
Entering ConstructFrom: 
Trying to split cluster 1 (22188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Entering Unmasked Estep 
Score: -2427560.000000 Penalty: 2481.812256
	Iteration 0F: 2 clusters Score -2427560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -2411975.750000 Penalty: 4963.624512
	Iteration 0F: 3 clusters Score -2411976 nChanged 9800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2417291.250000 Penalty: 4963.624512
	Iteration 1F: 3 clusters Score -2417291 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2417812.250000 Penalty: 4963.624512
	Iteration 2F: 3 clusters Score -2417812 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2418283.000000 Penalty: 4963.624512
	Iteration 3Q: 3 clusters Score -2418283 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2418776.000000 Penalty: 4963.624512
	Iteration 4Q: 3 clusters Score -2418776 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2419380.750000 Penalty: 4963.624512
	Iteration 5F: 3 clusters Score -2419381 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2420275.250000 Penalty: 4963.624512
	Iteration 6F: 3 clusters Score -2420275 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2421385.000000 Penalty: 4963.624512
	Iteration 7F: 3 clusters Score -2421385 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -2422548.500000 Penalty: 4963.624512
	Iteration 8F: 3 clusters Score -2422548 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2423589.500000 Penalty: 4963.624512
	Iteration 9F: 3 clusters Score -2423590 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -2424388.750000 Penalty: 4963.624512
	Iteration 10Q: 3 clusters Score -2424389 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2424892.250000 Penalty: 4963.624512
	Iteration 11Q: 3 clusters Score -2424892 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2425293.750000 Penalty: 4963.624512
	Iteration 12Q: 3 clusters Score -2425294 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2425573.500000 Penalty: 4963.624512
	Iteration 13Q: 3 clusters Score -2425574 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2425798.500000 Penalty: 4963.624512
	Iteration 14Q: 3 clusters Score -2425798 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2425974.250000 Penalty: 4963.624512
	Iteration 15Q: 3 clusters Score -2425974 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2426066.250000 Penalty: 4963.624512
	Iteration 16Q: 3 clusters Score -2426066 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2426121.250000 Penalty: 4963.624512
	Iteration 17Q: 3 clusters Score -2426121 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2426162.000000 Penalty: 4963.624512
	Iteration 18Q: 3 clusters Score -2426162 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2426184.750000 Penalty: 4963.624512
	Iteration 19Q: 3 clusters Score -2426185 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2426198.250000 Penalty: 4963.624512
	Iteration 20F: 3 clusters Score -2426198 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2426213.250000 Penalty: 4963.624512
	Iteration 21Q: 3 clusters Score -2426213 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2426215.750000 Penalty: 4963.624512
	Iteration 22Q: 3 clusters Score -2426216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2426217.000000 Penalty: 4963.624512
	Iteration 23Q: 3 clusters Score -2426217 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2426223.250000 Penalty: 4963.624512
	Iteration 24Q: 3 clusters Score -2426223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2426228.750000 Penalty: 4963.624512
	Iteration 25Q: 3 clusters Score -2426229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2426229.500000 Penalty: 4963.624512
	Iteration 26Q: 3 clusters Score -2426230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2426228.250000 Penalty: 4963.624512
	Iteration 27Q: 3 clusters Score -2426228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2426231.500000 Penalty: 4963.624512
	Iteration 28Q: 3 clusters Score -2426232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2426241.000000 Penalty: 4963.624512
	Iteration 29Q: 3 clusters Score -2426241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2426239.000000 Penalty: 4963.624512
	Iteration 30Q: 3 clusters Score -2426239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2426243.500000 Penalty: 4963.624512
	Iteration 31Q: 3 clusters Score -2426244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2426241.750000 Penalty: 4963.624512
	Iteration 32Q: 3 clusters Score -2426242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2426246.250000 Penalty: 4963.624512
	Iteration 33Q: 3 clusters Score -2426246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2426244.750000 Penalty: 4963.624512
	Iteration 34Q: 3 clusters Score -2426245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2426244.750000 Penalty: 4963.624512
	Iteration 35Q: 3 clusters Score -2426245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2426245.500000 Penalty: 4963.624512
	Iteration 36Q: 3 clusters Score -2426246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2426246.250000 Penalty: 4963.624512
	Iteration 37Q: 3 clusters Score -2426246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2426248.500000 Penalty: 4963.624512
	Iteration 38Q: 3 clusters Score -2426248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2426247.000000 Penalty: 4963.624512
	Iteration 39Q: 3 clusters Score -2426247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2426249.250000 Penalty: 4963.624512
	Iteration 40F: 3 clusters Score -2426249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2426246.500000 Penalty: 4963.624512
	Iteration 41Q: 3 clusters Score -2426246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2426246.500000 Penalty: 4963.624512
	Iteration 42F: 3 clusters Score -2426246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Entering Unmasked Estep 
Score: -720150.750000 Penalty: 2259.847168
	Iteration 0F: 2 clusters Score -720150.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -713202.000000 Penalty: 4519.694336
	Iteration 0F: 3 clusters Score -713202 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -715382.125000 Penalty: 4519.694336
	Iteration 1F: 3 clusters Score -715382.1 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -715913.125000 Penalty: 4519.694336
	Iteration 2F: 3 clusters Score -715913.1 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -716393.437500 Penalty: 4519.694336
	Iteration 3F: 3 clusters Score -716393.4 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -716857.687500 Penalty: 4519.694336
	Iteration 4F: 3 clusters Score -716857.7 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -717275.812500 Penalty: 4519.694336
	Iteration 5F: 3 clusters Score -717275.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -717577.187500 Penalty: 4519.694336
	Iteration 6Q: 3 clusters Score -717577.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -717833.187500 Penalty: 4519.694336
	Iteration 7Q: 3 clusters Score -717833.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -718034.812500 Penalty: 4519.694336
	Iteration 8Q: 3 clusters Score -718034.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -718206.062500 Penalty: 4519.694336
	Iteration 9Q: 3 clusters Score -718206.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -718349.312500 Penalty: 4519.694336
	Iteration 10Q: 3 clusters Score -718349.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -718459.250000 Penalty: 4519.694336
	Iteration 11Q: 3 clusters Score -718459.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -718563.937500 Penalty: 4519.694336
	Iteration 12Q: 3 clusters Score -718563.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -718669.000000 Penalty: 4519.694336
	Iteration 13Q: 3 clusters Score -718669 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -718753.625000 Penalty: 4519.694336
	Iteration 14Q: 3 clusters Score -718753.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -718821.625000 Penalty: 4519.694336
	Iteration 15Q: 3 clusters Score -718821.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -718875.812500 Penalty: 4519.694336
	Iteration 16Q: 3 clusters Score -718875.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -718922.187500 Penalty: 4519.694336
	Iteration 17Q: 3 clusters Score -718922.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -718962.000000 Penalty: 4519.694336
	Iteration 18Q: 3 clusters Score -718962 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -718994.312500 Penalty: 4519.694336
	Iteration 19Q: 3 clusters Score -718994.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -719024.187500 Penalty: 4519.694336
	Iteration 20F: 3 clusters Score -719024.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -719045.312500 Penalty: 4519.694336
	Iteration 21Q: 3 clusters Score -719045.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -719062.500000 Penalty: 4519.694336
	Iteration 22Q: 3 clusters Score -719062.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -719088.875000 Penalty: 4519.694336
	Iteration 23Q: 3 clusters Score -719088.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -719118.687500 Penalty: 4519.694336
	Iteration 24Q: 3 clusters Score -719118.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -719137.750000 Penalty: 4519.694336
	Iteration 25Q: 3 clusters Score -719137.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -719149.625000 Penalty: 4519.694336
	Iteration 26Q: 3 clusters Score -719149.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -719157.437500 Penalty: 4519.694336
	Iteration 27Q: 3 clusters Score -719157.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -719171.812500 Penalty: 4519.694336
	Iteration 28Q: 3 clusters Score -719171.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -719191.312500 Penalty: 4519.694336
	Iteration 29Q: 3 clusters Score -719191.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -719204.875000 Penalty: 4519.694336
	Iteration 30Q: 3 clusters Score -719204.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -719215.375000 Penalty: 4519.694336
	Iteration 31Q: 3 clusters Score -719215.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -719220.875000 Penalty: 4519.694336
	Iteration 32Q: 3 clusters Score -719220.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -719222.500000 Penalty: 4519.694336
	Iteration 33Q: 3 clusters Score -719222.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -719226.375000 Penalty: 4519.694336
	Iteration 34Q: 3 clusters Score -719226.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -719226.375000 Penalty: 4519.694336
	Iteration 35Q: 3 clusters Score -719226.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -719228.187500 Penalty: 4519.694336
	Iteration 36Q: 3 clusters Score -719228.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -719229.500000 Penalty: 4519.694336
	Iteration 37Q: 3 clusters Score -719229.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -719229.312500 Penalty: 4519.694336
	Iteration 38Q: 3 clusters Score -719229.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -719229.312500 Penalty: 4519.694336
	Iteration 39F: 3 clusters Score -719229.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Entering Unmasked Estep 
Score: -1000872.875000 Penalty: 2268.317383
	Iteration 0F: 2 clusters Score -1000873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -993616.187500 Penalty: 4536.634766
	Iteration 0F: 3 clusters Score -993616.2 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -995551.937500 Penalty: 4536.634766
	Iteration 1F: 3 clusters Score -995551.9 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -995810.125000 Penalty: 4536.634766
	Iteration 2F: 3 clusters Score -995810.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -995976.437500 Penalty: 4536.634766
	Iteration 3Q: 3 clusters Score -995976.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -996122.125000 Penalty: 4536.634766
	Iteration 4Q: 3 clusters Score -996122.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -996229.000000 Penalty: 4536.634766
	Iteration 5Q: 3 clusters Score -996229 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -996310.687500 Penalty: 4536.634766
	Iteration 6Q: 3 clusters Score -996310.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -996383.500000 Penalty: 4536.634766
	Iteration 7Q: 3 clusters Score -996383.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -996493.812500 Penalty: 4536.634766
	Iteration 8Q: 3 clusters Score -996493.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -996659.187500 Penalty: 4536.634766
	Iteration 9Q: 3 clusters Score -996659.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -996852.812500 Penalty: 4536.634766
	Iteration 10Q: 3 clusters Score -996852.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -997040.625000 Penalty: 4536.634766
	Iteration 11Q: 3 clusters Score -997040.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -997204.000000 Penalty: 4536.634766
	Iteration 12Q: 3 clusters Score -997204 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -997347.125000 Penalty: 4536.634766
	Iteration 13Q: 3 clusters Score -997347.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -997485.000000 Penalty: 4536.634766
	Iteration 14Q: 3 clusters Score -997485 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -997600.000000 Penalty: 4536.634766
	Iteration 15Q: 3 clusters Score -997600 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -997710.187500 Penalty: 4536.634766
	Iteration 16Q: 3 clusters Score -997710.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -997805.812500 Penalty: 4536.634766
	Iteration 17Q: 3 clusters Score -997805.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -997886.437500 Penalty: 4536.634766
	Iteration 18Q: 3 clusters Score -997886.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -997983.187500 Penalty: 4536.634766
	Iteration 19Q: 3 clusters Score -997983.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -998072.625000 Penalty: 4536.634766
	Iteration 20F: 3 clusters Score -998072.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -998168.750000 Penalty: 4536.634766
	Iteration 21Q: 3 clusters Score -998168.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -998250.687500 Penalty: 4536.634766
	Iteration 22Q: 3 clusters Score -998250.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -998317.437500 Penalty: 4536.634766
	Iteration 23Q: 3 clusters Score -998317.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -998382.750000 Penalty: 4536.634766
	Iteration 24Q: 3 clusters Score -998382.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -998453.125000 Penalty: 4536.634766
	Iteration 25Q: 3 clusters Score -998453.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -998512.562500 Penalty: 4536.634766
	Iteration 26Q: 3 clusters Score -998512.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -998582.125000 Penalty: 4536.634766
	Iteration 27Q: 3 clusters Score -998582.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -998656.125000 Penalty: 4536.634766
	Iteration 28Q: 3 clusters Score -998656.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -998714.000000 Penalty: 4536.634766
	Iteration 29Q: 3 clusters Score -998714 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -998780.812500 Penalty: 4536.634766
	Iteration 30Q: 3 clusters Score -998780.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -998847.812500 Penalty: 4536.634766
	Iteration 31Q: 3 clusters Score -998847.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -998919.062500 Penalty: 4536.634766
	Iteration 32Q: 3 clusters Score -998919.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -998990.312500 Penalty: 4536.634766
	Iteration 33Q: 3 clusters Score -998990.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -999057.687500 Penalty: 4536.634766
	Iteration 34Q: 3 clusters Score -999057.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -999120.125000 Penalty: 4536.634766
	Iteration 35Q: 3 clusters Score -999120.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -999168.250000 Penalty: 4536.634766
	Iteration 36Q: 3 clusters Score -999168.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -999209.937500 Penalty: 4536.634766
	Iteration 37Q: 3 clusters Score -999209.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -999237.937500 Penalty: 4536.634766
	Iteration 38Q: 3 clusters Score -999237.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -999274.937500 Penalty: 4536.634766
	Iteration 39Q: 3 clusters Score -999274.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -999314.062500 Penalty: 4536.634766
	Iteration 40F: 3 clusters Score -999314.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -999339.687500 Penalty: 4536.634766
	Iteration 41Q: 3 clusters Score -999339.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -999360.875000 Penalty: 4536.634766
	Iteration 42Q: 3 clusters Score -999360.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -999377.312500 Penalty: 4536.634766
	Iteration 43Q: 3 clusters Score -999377.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -999393.062500 Penalty: 4536.634766
	Iteration 44Q: 3 clusters Score -999393.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -999408.062500 Penalty: 4536.634766
	Iteration 45Q: 3 clusters Score -999408.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -999432.000000 Penalty: 4536.634766
	Iteration 46Q: 3 clusters Score -999432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -999449.750000 Penalty: 4536.634766
	Iteration 47Q: 3 clusters Score -999449.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -999456.812500 Penalty: 4536.634766
	Iteration 48Q: 3 clusters Score -999456.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -999466.312500 Penalty: 4536.634766
	Iteration 49Q: 3 clusters Score -999466.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -999467.312500 Penalty: 4536.634766
	Iteration 50Q: 3 clusters Score -999467.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -999472.937500 Penalty: 4536.634766
	Iteration 51Q: 3 clusters Score -999472.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -999474.625000 Penalty: 4536.634766
	Iteration 52Q: 3 clusters Score -999474.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -999478.687500 Penalty: 4536.634766
	Iteration 53Q: 3 clusters Score -999478.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -999482.500000 Penalty: 4536.634766
	Iteration 54Q: 3 clusters Score -999482.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -999483.625000 Penalty: 4536.634766
	Iteration 55Q: 3 clusters Score -999483.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -999482.375000 Penalty: 4536.634766
	Iteration 56Q: 3 clusters Score -999482.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -999482.375000 Penalty: 4536.634766
	Iteration 57F: 3 clusters Score -999482.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Entering Unmasked Estep 
Score: -3016700.750000 Penalty: 2534.608154
	Iteration 0F: 2 clusters Score -3016701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -2997837.500000 Penalty: 5069.216309
	Iteration 0F: 3 clusters Score -2997838 nChanged 12298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -3004649.000000 Penalty: 5069.216309
	Iteration 1F: 3 clusters Score -3004649 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -3005178.500000 Penalty: 5069.216309
	Iteration 2Q: 3 clusters Score -3005178 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -3005727.000000 Penalty: 5069.216309
	Iteration 3Q: 3 clusters Score -3005727 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -3006389.500000 Penalty: 5069.216309
	Iteration 4Q: 3 clusters Score -3006390 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -3007306.750000 Penalty: 5069.216309
	Iteration 5F: 3 clusters Score -3007307 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -3008466.250000 Penalty: 5069.216309
	Iteration 6F: 3 clusters Score -3008466 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -3009851.500000 Penalty: 5069.216309
	Iteration 7F: 3 clusters Score -3009852 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -3011291.250000 Penalty: 5069.216309
	Iteration 8F: 3 clusters Score -3011291 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3012446.500000 Penalty: 5069.216309
	Iteration 9Q: 3 clusters Score -3012446 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3013280.250000 Penalty: 5069.216309
	Iteration 10Q: 3 clusters Score -3013280 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3013814.250000 Penalty: 5069.216309
	Iteration 11Q: 3 clusters Score -3013814 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3014122.750000 Penalty: 5069.216309
	Iteration 12Q: 3 clusters Score -3014123 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3014272.500000 Penalty: 5069.216309
	Iteration 13Q: 3 clusters Score -3014272 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3014356.000000 Penalty: 5069.216309
	Iteration 14Q: 3 clusters Score -3014356 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3014412.250000 Penalty: 5069.216309
	Iteration 15Q: 3 clusters Score -3014412 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3014460.250000 Penalty: 5069.216309
	Iteration 16Q: 3 clusters Score -3014460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3014493.500000 Penalty: 5069.216309
	Iteration 17Q: 3 clusters Score -3014494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3014513.000000 Penalty: 5069.216309
	Iteration 18Q: 3 clusters Score -3014513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3014522.750000 Penalty: 5069.216309
	Iteration 19Q: 3 clusters Score -3014523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3014532.000000 Penalty: 5069.216309
	Iteration 20F: 3 clusters Score -3014532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3014543.250000 Penalty: 5069.216309
	Iteration 21Q: 3 clusters Score -3014543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3014547.250000 Penalty: 5069.216309
	Iteration 22Q: 3 clusters Score -3014547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3014558.500000 Penalty: 5069.216309
	Iteration 23Q: 3 clusters Score -3014558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3014556.250000 Penalty: 5069.216309
	Iteration 24Q: 3 clusters Score -3014556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3014560.500000 Penalty: 5069.216309
	Iteration 25Q: 3 clusters Score -3014560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3014564.750000 Penalty: 5069.216309
	Iteration 26Q: 3 clusters Score -3014565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3014566.250000 Penalty: 5069.216309
	Iteration 27Q: 3 clusters Score -3014566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3014564.250000 Penalty: 5069.216309
	Iteration 28Q: 3 clusters Score -3014564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3014564.250000 Penalty: 5069.216309
	Iteration 29F: 3 clusters Score -3014564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Entering Unmasked Estep 
Score: -1668463.125000 Penalty: 2393.746094
	Iteration 0F: 2 clusters Score -1668463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1657157.125000 Penalty: 4787.492188
	Iteration 0F: 3 clusters Score -1657157 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1660957.375000 Penalty: 4787.492188
	Iteration 1F: 3 clusters Score -1660957 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1661597.875000 Penalty: 4787.492188
	Iteration 2F: 3 clusters Score -1661598 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1662242.625000 Penalty: 4787.492188
	Iteration 3F: 3 clusters Score -1662243 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1662899.375000 Penalty: 4787.492188
	Iteration 4F: 3 clusters Score -1662899 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1663515.625000 Penalty: 4787.492188
	Iteration 5F: 3 clusters Score -1663516 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1664003.000000 Penalty: 4787.492188
	Iteration 6F: 3 clusters Score -1664003 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1664412.750000 Penalty: 4787.492188
	Iteration 7Q: 3 clusters Score -1664413 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1664775.125000 Penalty: 4787.492188
	Iteration 8Q: 3 clusters Score -1664775 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1665065.625000 Penalty: 4787.492188
	Iteration 9Q: 3 clusters Score -1665066 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1665280.625000 Penalty: 4787.492188
	Iteration 10Q: 3 clusters Score -1665281 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1665513.750000 Penalty: 4787.492188
	Iteration 11Q: 3 clusters Score -1665514 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1665752.625000 Penalty: 4787.492188
	Iteration 12Q: 3 clusters Score -1665753 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1665974.750000 Penalty: 4787.492188
	Iteration 13Q: 3 clusters Score -1665975 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1666202.250000 Penalty: 4787.492188
	Iteration 14Q: 3 clusters Score -1666202 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1666421.125000 Penalty: 4787.492188
	Iteration 15Q: 3 clusters Score -1666421 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1666611.625000 Penalty: 4787.492188
	Iteration 16Q: 3 clusters Score -1666612 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1666768.375000 Penalty: 4787.492188
	Iteration 17Q: 3 clusters Score -1666768 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1666878.875000 Penalty: 4787.492188
	Iteration 18Q: 3 clusters Score -1666879 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1666938.125000 Penalty: 4787.492188
	Iteration 19Q: 3 clusters Score -1666938 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1666971.375000 Penalty: 4787.492188
	Iteration 20F: 3 clusters Score -1666971 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1666996.250000 Penalty: 4787.492188
	Iteration 21Q: 3 clusters Score -1666996 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1667010.875000 Penalty: 4787.492188
	Iteration 22Q: 3 clusters Score -1667011 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1667021.375000 Penalty: 4787.492188
	Iteration 23Q: 3 clusters Score -1667021 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1667023.500000 Penalty: 4787.492188
	Iteration 24Q: 3 clusters Score -1667024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1667030.000000 Penalty: 4787.492188
	Iteration 25Q: 3 clusters Score -1667030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1667036.125000 Penalty: 4787.492188
	Iteration 26Q: 3 clusters Score -1667036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1667037.625000 Penalty: 4787.492188
	Iteration 27Q: 3 clusters Score -1667038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1667041.500000 Penalty: 4787.492188
	Iteration 28Q: 3 clusters Score -1667042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1667048.125000 Penalty: 4787.492188
	Iteration 29Q: 3 clusters Score -1667048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1667049.125000 Penalty: 4787.492188
	Iteration 30Q: 3 clusters Score -1667049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1667048.125000 Penalty: 4787.492188
	Iteration 31Q: 3 clusters Score -1667048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1667053.250000 Penalty: 4787.492188
	Iteration 32Q: 3 clusters Score -1667053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1667058.125000 Penalty: 4787.492188
	Iteration 33Q: 3 clusters Score -1667058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1667055.750000 Penalty: 4787.492188
	Iteration 34Q: 3 clusters Score -1667056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1667057.875000 Penalty: 4787.492188
	Iteration 35Q: 3 clusters Score -1667058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1667056.125000 Penalty: 4787.492188
	Iteration 36Q: 3 clusters Score -1667056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1667055.750000 Penalty: 4787.492188
	Iteration 37Q: 3 clusters Score -1667056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1667054.750000 Penalty: 4787.492188
	Iteration 38Q: 3 clusters Score -1667055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1667056.375000 Penalty: 4787.492188
	Iteration 39Q: 3 clusters Score -1667056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1667056.125000 Penalty: 4787.492188
	Iteration 40F: 3 clusters Score -1667056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1667056.875000 Penalty: 4787.492188
	Iteration 41Q: 3 clusters Score -1667057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1667054.500000 Penalty: 4787.492188
	Iteration 42Q: 3 clusters Score -1667054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1667054.250000 Penalty: 4787.492188
	Iteration 43Q: 3 clusters Score -1667054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1667056.000000 Penalty: 4787.492188
	Iteration 44Q: 3 clusters Score -1667056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1667057.125000 Penalty: 4787.492188
	Iteration 45Q: 3 clusters Score -1667057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1667056.250000 Penalty: 4787.492188
	Iteration 46Q: 3 clusters Score -1667056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1667056.250000 Penalty: 4787.492188
	Iteration 47Q: 3 clusters Score -1667056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1667055.125000 Penalty: 4787.492188
	Iteration 48Q: 3 clusters Score -1667055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1667058.250000 Penalty: 4787.492188
	Iteration 49Q: 3 clusters Score -1667058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1667055.000000 Penalty: 4787.492188
	Iteration 50Q: 3 clusters Score -1667055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1667056.000000 Penalty: 4787.492188
	Iteration 51Q: 3 clusters Score -1667056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1667056.625000 Penalty: 4787.492188
	Iteration 52Q: 3 clusters Score -1667057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1667054.125000 Penalty: 4787.492188
	Iteration 53Q: 3 clusters Score -1667054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1667054.500000 Penalty: 4787.492188
	Iteration 54Q: 3 clusters Score -1667054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1667054.500000 Penalty: 4787.492188
	Iteration 55F: 3 clusters Score -1667054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Entering Unmasked Estep 
Score: -648597.562500 Penalty: 2201.832764
	Iteration 0F: 2 clusters Score -648597.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -642907.687500 Penalty: 4403.665527
	Iteration 0F: 3 clusters Score -642907.7 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -644627.937500 Penalty: 4403.665527
	Iteration 1F: 3 clusters Score -644627.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -645082.500000 Penalty: 4403.665527
	Iteration 2F: 3 clusters Score -645082.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -645382.562500 Penalty: 4403.665527
	Iteration 3F: 3 clusters Score -645382.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -645640.500000 Penalty: 4403.665527
	Iteration 4F: 3 clusters Score -645640.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -645844.187500 Penalty: 4403.665527
	Iteration 5Q: 3 clusters Score -645844.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -646014.187500 Penalty: 4403.665527
	Iteration 6Q: 3 clusters Score -646014.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -646157.250000 Penalty: 4403.665527
	Iteration 7Q: 3 clusters Score -646157.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -646271.312500 Penalty: 4403.665527
	Iteration 8Q: 3 clusters Score -646271.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -646381.937500 Penalty: 4403.665527
	Iteration 9Q: 3 clusters Score -646381.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -646485.812500 Penalty: 4403.665527
	Iteration 10Q: 3 clusters Score -646485.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -646582.687500 Penalty: 4403.665527
	Iteration 11Q: 3 clusters Score -646582.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -646685.187500 Penalty: 4403.665527
	Iteration 12Q: 3 clusters Score -646685.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -646781.750000 Penalty: 4403.665527
	Iteration 13Q: 3 clusters Score -646781.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -646873.562500 Penalty: 4403.665527
	Iteration 14Q: 3 clusters Score -646873.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -646939.812500 Penalty: 4403.665527
	Iteration 15Q: 3 clusters Score -646939.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -646983.062500 Penalty: 4403.665527
	Iteration 16Q: 3 clusters Score -646983.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -647017.187500 Penalty: 4403.665527
	Iteration 17Q: 3 clusters Score -647017.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -647042.750000 Penalty: 4403.665527
	Iteration 18Q: 3 clusters Score -647042.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -647065.187500 Penalty: 4403.665527
	Iteration 19Q: 3 clusters Score -647065.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -647083.187500 Penalty: 4403.665527
	Iteration 20F: 3 clusters Score -647083.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -647097.250000 Penalty: 4403.665527
	Iteration 21Q: 3 clusters Score -647097.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -647106.875000 Penalty: 4403.665527
	Iteration 22Q: 3 clusters Score -647106.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -647114.437500 Penalty: 4403.665527
	Iteration 23Q: 3 clusters Score -647114.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -647121.937500 Penalty: 4403.665527
	Iteration 24Q: 3 clusters Score -647121.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -647125.562500 Penalty: 4403.665527
	Iteration 25Q: 3 clusters Score -647125.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -647130.625000 Penalty: 4403.665527
	Iteration 26Q: 3 clusters Score -647130.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -647132.562500 Penalty: 4403.665527
	Iteration 27Q: 3 clusters Score -647132.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -647134.500000 Penalty: 4403.665527
	Iteration 28Q: 3 clusters Score -647134.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -647135.000000 Penalty: 4403.665527
	Iteration 29Q: 3 clusters Score -647135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -647138.312500 Penalty: 4403.665527
	Iteration 30Q: 3 clusters Score -647138.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -647142.812500 Penalty: 4403.665527
	Iteration 31Q: 3 clusters Score -647142.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -647143.375000 Penalty: 4403.665527
	Iteration 32Q: 3 clusters Score -647143.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -647145.000000 Penalty: 4403.665527
	Iteration 33Q: 3 clusters Score -647145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -647145.250000 Penalty: 4403.665527
	Iteration 34Q: 3 clusters Score -647145.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -647145.687500 Penalty: 4403.665527
	Iteration 35Q: 3 clusters Score -647145.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -647145.625000 Penalty: 4403.665527
	Iteration 36Q: 3 clusters Score -647145.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -647145.625000 Penalty: 4403.665527
	Iteration 37F: 3 clusters Score -647145.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Entering Unmasked Estep 
Score: -1409455.375000 Penalty: 2377.897705
	Iteration 0F: 2 clusters Score -1409455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1398913.250000 Penalty: 4755.795410
	Iteration 0F: 3 clusters Score -1398913 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1402430.000000 Penalty: 4755.795410
	Iteration 1F: 3 clusters Score -1402430 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1403058.750000 Penalty: 4755.795410
	Iteration 2F: 3 clusters Score -1403059 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1403639.625000 Penalty: 4755.795410
	Iteration 3F: 3 clusters Score -1403640 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1404160.000000 Penalty: 4755.795410
	Iteration 4F: 3 clusters Score -1404160 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1404585.500000 Penalty: 4755.795410
	Iteration 5F: 3 clusters Score -1404586 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1404982.500000 Penalty: 4755.795410
	Iteration 6Q: 3 clusters Score -1404982 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1405313.375000 Penalty: 4755.795410
	Iteration 7Q: 3 clusters Score -1405313 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1405601.625000 Penalty: 4755.795410
	Iteration 8Q: 3 clusters Score -1405602 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1405856.250000 Penalty: 4755.795410
	Iteration 9Q: 3 clusters Score -1405856 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1406065.000000 Penalty: 4755.795410
	Iteration 10Q: 3 clusters Score -1406065 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1406271.000000 Penalty: 4755.795410
	Iteration 11Q: 3 clusters Score -1406271 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1406464.625000 Penalty: 4755.795410
	Iteration 12Q: 3 clusters Score -1406465 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1406625.500000 Penalty: 4755.795410
	Iteration 13Q: 3 clusters Score -1406626 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1406768.500000 Penalty: 4755.795410
	Iteration 14Q: 3 clusters Score -1406768 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1406885.250000 Penalty: 4755.795410
	Iteration 15Q: 3 clusters Score -1406885 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1406988.375000 Penalty: 4755.795410
	Iteration 16Q: 3 clusters Score -1406988 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1407096.250000 Penalty: 4755.795410
	Iteration 17Q: 3 clusters Score -1407096 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1407203.625000 Penalty: 4755.795410
	Iteration 18Q: 3 clusters Score -1407204 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1407301.000000 Penalty: 4755.795410
	Iteration 19Q: 3 clusters Score -1407301 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1407372.125000 Penalty: 4755.795410
	Iteration 20F: 3 clusters Score -1407372 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1407416.250000 Penalty: 4755.795410
	Iteration 21Q: 3 clusters Score -1407416 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1407461.625000 Penalty: 4755.795410
	Iteration 22Q: 3 clusters Score -1407462 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1407495.000000 Penalty: 4755.795410
	Iteration 23Q: 3 clusters Score -1407495 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1407529.125000 Penalty: 4755.795410
	Iteration 24Q: 3 clusters Score -1407529 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1407555.625000 Penalty: 4755.795410
	Iteration 25Q: 3 clusters Score -1407556 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1407578.750000 Penalty: 4755.795410
	Iteration 26Q: 3 clusters Score -1407579 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1407596.375000 Penalty: 4755.795410
	Iteration 27Q: 3 clusters Score -1407596 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1407606.625000 Penalty: 4755.795410
	Iteration 28Q: 3 clusters Score -1407607 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1407619.250000 Penalty: 4755.795410
	Iteration 29Q: 3 clusters Score -1407619 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1407626.625000 Penalty: 4755.795410
	Iteration 30Q: 3 clusters Score -1407627 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1407639.125000 Penalty: 4755.795410
	Iteration 31Q: 3 clusters Score -1407639 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1407650.000000 Penalty: 4755.795410
	Iteration 32Q: 3 clusters Score -1407650 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1407662.125000 Penalty: 4755.795410
	Iteration 33Q: 3 clusters Score -1407662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1407670.875000 Penalty: 4755.795410
	Iteration 34Q: 3 clusters Score -1407671 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1407679.875000 Penalty: 4755.795410
	Iteration 35Q: 3 clusters Score -1407680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1407683.125000 Penalty: 4755.795410
	Iteration 36Q: 3 clusters Score -1407683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1407688.625000 Penalty: 4755.795410
	Iteration 37Q: 3 clusters Score -1407689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1407693.625000 Penalty: 4755.795410
	Iteration 38Q: 3 clusters Score -1407694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1407690.375000 Penalty: 4755.795410
	Iteration 39Q: 3 clusters Score -1407690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1407691.625000 Penalty: 4755.795410
	Iteration 40F: 3 clusters Score -1407692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1407695.750000 Penalty: 4755.795410
	Iteration 41Q: 3 clusters Score -1407696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1407696.375000 Penalty: 4755.795410
	Iteration 42Q: 3 clusters Score -1407696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1407698.250000 Penalty: 4755.795410
	Iteration 43Q: 3 clusters Score -1407698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1407701.875000 Penalty: 4755.795410
	Iteration 44Q: 3 clusters Score -1407702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1407706.125000 Penalty: 4755.795410
	Iteration 45Q: 3 clusters Score -1407706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1407707.375000 Penalty: 4755.795410
	Iteration 46Q: 3 clusters Score -1407707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1407709.625000 Penalty: 4755.795410
	Iteration 47Q: 3 clusters Score -1407710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1407708.125000 Penalty: 4755.795410
	Iteration 48Q: 3 clusters Score -1407708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1407708.125000 Penalty: 4755.795410
	Iteration 49F: 3 clusters Score -1407708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Entering Unmasked Estep 
Score: -110137.375000 Penalty: 1712.626831
	Iteration 0F: 2 clusters Score -110137.4 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 511 members 
Entering Unmasked Estep 
Score: -108200.343750 Penalty: 3425.253662
	Iteration 0F: 3 clusters Score -108200.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -108465.125000 Penalty: 3425.253662
	Iteration 1F: 3 clusters Score -108465.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -108552.710938 Penalty: 3425.253662
	Iteration 2F: 3 clusters Score -108552.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -108591.054688 Penalty: 3425.253662
	Iteration 3Q: 3 clusters Score -108591.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -108614.015625 Penalty: 3425.253662
	Iteration 4Q: 3 clusters Score -108614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -108627.851562 Penalty: 3425.253662
	Iteration 5Q: 3 clusters Score -108627.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -108639.414062 Penalty: 3425.253662
	Iteration 6Q: 3 clusters Score -108639.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -108647.609375 Penalty: 3425.253662
	Iteration 7Q: 3 clusters Score -108647.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -108654.515625 Penalty: 3425.253662
	Iteration 8Q: 3 clusters Score -108654.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -108661.578125 Penalty: 3425.253662
	Iteration 9Q: 3 clusters Score -108661.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -108670.171875 Penalty: 3425.253662
	Iteration 10Q: 3 clusters Score -108670.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -108673.335938 Penalty: 3425.253662
	Iteration 11Q: 3 clusters Score -108673.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -108675.828125 Penalty: 3425.253662
	Iteration 12Q: 3 clusters Score -108675.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -108676.578125 Penalty: 3425.253662
	Iteration 13Q: 3 clusters Score -108676.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -108679.359375 Penalty: 3425.253662
	Iteration 14Q: 3 clusters Score -108679.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -108681.046875 Penalty: 3425.253662
	Iteration 15Q: 3 clusters Score -108681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -108681.046875 Penalty: 3425.253662
	Iteration 16F: 3 clusters Score -108681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Entering Unmasked Estep 
Score: -972074.000000 Penalty: 2259.929199
	Iteration 0F: 2 clusters Score -972074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -964955.375000 Penalty: 4519.858398
	Iteration 0F: 3 clusters Score -964955.4 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -967001.312500 Penalty: 4519.858398
	Iteration 1F: 3 clusters Score -967001.3 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -967379.500000 Penalty: 4519.858398
	Iteration 2F: 3 clusters Score -967379.5 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -967694.875000 Penalty: 4519.858398
	Iteration 3F: 3 clusters Score -967694.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -967963.062500 Penalty: 4519.858398
	Iteration 4F: 3 clusters Score -967963.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -968176.437500 Penalty: 4519.858398
	Iteration 5Q: 3 clusters Score -968176.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -968342.187500 Penalty: 4519.858398
	Iteration 6Q: 3 clusters Score -968342.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -968467.937500 Penalty: 4519.858398
	Iteration 7Q: 3 clusters Score -968467.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -968585.625000 Penalty: 4519.858398
	Iteration 8Q: 3 clusters Score -968585.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -968709.625000 Penalty: 4519.858398
	Iteration 9Q: 3 clusters Score -968709.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -968808.875000 Penalty: 4519.858398
	Iteration 10Q: 3 clusters Score -968808.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -968884.125000 Penalty: 4519.858398
	Iteration 11Q: 3 clusters Score -968884.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -968940.437500 Penalty: 4519.858398
	Iteration 12Q: 3 clusters Score -968940.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -968977.312500 Penalty: 4519.858398
	Iteration 13Q: 3 clusters Score -968977.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -969011.875000 Penalty: 4519.858398
	Iteration 14Q: 3 clusters Score -969011.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -969057.062500 Penalty: 4519.858398
	Iteration 15Q: 3 clusters Score -969057.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -969107.375000 Penalty: 4519.858398
	Iteration 16Q: 3 clusters Score -969107.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -969165.687500 Penalty: 4519.858398
	Iteration 17Q: 3 clusters Score -969165.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -969226.625000 Penalty: 4519.858398
	Iteration 18Q: 3 clusters Score -969226.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -969280.000000 Penalty: 4519.858398
	Iteration 19Q: 3 clusters Score -969280 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -969332.562500 Penalty: 4519.858398
	Iteration 20F: 3 clusters Score -969332.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -969376.937500 Penalty: 4519.858398
	Iteration 21Q: 3 clusters Score -969376.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -969415.562500 Penalty: 4519.858398
	Iteration 22Q: 3 clusters Score -969415.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -969446.375000 Penalty: 4519.858398
	Iteration 23Q: 3 clusters Score -969446.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -969472.750000 Penalty: 4519.858398
	Iteration 24Q: 3 clusters Score -969472.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -969500.687500 Penalty: 4519.858398
	Iteration 25Q: 3 clusters Score -969500.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -969521.437500 Penalty: 4519.858398
	Iteration 26Q: 3 clusters Score -969521.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -969545.437500 Penalty: 4519.858398
	Iteration 27Q: 3 clusters Score -969545.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -969575.000000 Penalty: 4519.858398
	Iteration 28Q: 3 clusters Score -969575 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -969599.437500 Penalty: 4519.858398
	Iteration 29Q: 3 clusters Score -969599.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -969611.562500 Penalty: 4519.858398
	Iteration 30Q: 3 clusters Score -969611.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -969620.625000 Penalty: 4519.858398
	Iteration 31Q: 3 clusters Score -969620.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -969631.125000 Penalty: 4519.858398
	Iteration 32Q: 3 clusters Score -969631.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -969639.187500 Penalty: 4519.858398
	Iteration 33Q: 3 clusters Score -969639.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -969649.625000 Penalty: 4519.858398
	Iteration 34Q: 3 clusters Score -969649.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -969653.125000 Penalty: 4519.858398
	Iteration 35Q: 3 clusters Score -969653.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -969658.312500 Penalty: 4519.858398
	Iteration 36Q: 3 clusters Score -969658.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -969663.937500 Penalty: 4519.858398
	Iteration 37Q: 3 clusters Score -969663.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -969667.062500 Penalty: 4519.858398
	Iteration 38Q: 3 clusters Score -969667.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -969671.812500 Penalty: 4519.858398
	Iteration 39Q: 3 clusters Score -969671.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -969675.062500 Penalty: 4519.858398
	Iteration 40F: 3 clusters Score -969675.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -969680.625000 Penalty: 4519.858398
	Iteration 41Q: 3 clusters Score -969680.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -969688.187500 Penalty: 4519.858398
	Iteration 42Q: 3 clusters Score -969688.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -969692.687500 Penalty: 4519.858398
	Iteration 43Q: 3 clusters Score -969692.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -969700.437500 Penalty: 4519.858398
	Iteration 44Q: 3 clusters Score -969700.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -969705.250000 Penalty: 4519.858398
	Iteration 45Q: 3 clusters Score -969705.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -969711.312500 Penalty: 4519.858398
	Iteration 46Q: 3 clusters Score -969711.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -969717.250000 Penalty: 4519.858398
	Iteration 47Q: 3 clusters Score -969717.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -969724.312500 Penalty: 4519.858398
	Iteration 48Q: 3 clusters Score -969724.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -969732.062500 Penalty: 4519.858398
	Iteration 49Q: 3 clusters Score -969732.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -969735.437500 Penalty: 4519.858398
	Iteration 50Q: 3 clusters Score -969735.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -969740.625000 Penalty: 4519.858398
	Iteration 51Q: 3 clusters Score -969740.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -969744.250000 Penalty: 4519.858398
	Iteration 52Q: 3 clusters Score -969744.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -969750.562500 Penalty: 4519.858398
	Iteration 53Q: 3 clusters Score -969750.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -969755.937500 Penalty: 4519.858398
	Iteration 54Q: 3 clusters Score -969755.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -969760.500000 Penalty: 4519.858398
	Iteration 55Q: 3 clusters Score -969760.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -969761.125000 Penalty: 4519.858398
	Iteration 56Q: 3 clusters Score -969761.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -969759.812500 Penalty: 4519.858398
	Iteration 57Q: 3 clusters Score -969759.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -969760.812500 Penalty: 4519.858398
	Iteration 58Q: 3 clusters Score -969760.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -969758.875000 Penalty: 4519.858398
	Iteration 59Q: 3 clusters Score -969758.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -969759.312500 Penalty: 4519.858398
	Iteration 60F: 3 clusters Score -969759.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -969759.750000 Penalty: 4519.858398
	Iteration 61Q: 3 clusters Score -969759.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -969759.750000 Penalty: 4519.858398
	Iteration 62F: 3 clusters Score -969759.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -98734.875000 Penalty: 1710.380127
	Iteration 0F: 2 clusters Score -98734.88 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 517 members 
Entering Unmasked Estep 
Score: -96890.906250 Penalty: 3420.760254
	Iteration 0F: 3 clusters Score -96890.91 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -97174.328125 Penalty: 3420.760254
	Iteration 1F: 3 clusters Score -97174.33 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -97261.359375 Penalty: 3420.760254
	Iteration 2F: 3 clusters Score -97261.36 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -97306.437500 Penalty: 3420.760254
	Iteration 3Q: 3 clusters Score -97306.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -97330.820312 Penalty: 3420.760254
	Iteration 4Q: 3 clusters Score -97330.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -97353.171875 Penalty: 3420.760254
	Iteration 5Q: 3 clusters Score -97353.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -97361.062500 Penalty: 3420.760254
	Iteration 6Q: 3 clusters Score -97361.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -97368.250000 Penalty: 3420.760254
	Iteration 7Q: 3 clusters Score -97368.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -97369.921875 Penalty: 3420.760254
	Iteration 8Q: 3 clusters Score -97369.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -97371.343750 Penalty: 3420.760254
	Iteration 9Q: 3 clusters Score -97371.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -97375.484375 Penalty: 3420.760254
	Iteration 10Q: 3 clusters Score -97375.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -97378.484375 Penalty: 3420.760254
	Iteration 11Q: 3 clusters Score -97378.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -97378.484375 Penalty: 3420.760254
	Iteration 12F: 3 clusters Score -97378.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -75359.398438 Penalty: 1649.269165
	Iteration 0F: 2 clusters Score -75359.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -73583.359375 Penalty: 3298.538330
	Iteration 0F: 3 clusters Score -73583.36 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -73838.304688 Penalty: 3298.538330
	Iteration 1F: 3 clusters Score -73838.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -73916.570312 Penalty: 3298.538330
	Iteration 2F: 3 clusters Score -73916.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -73972.070312 Penalty: 3298.538330
	Iteration 3Q: 3 clusters Score -73972.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -74031.945312 Penalty: 3298.538330
	Iteration 4Q: 3 clusters Score -74031.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -74105.515625 Penalty: 3298.538330
	Iteration 5Q: 3 clusters Score -74105.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -74187.078125 Penalty: 3298.538330
	Iteration 6Q: 3 clusters Score -74187.08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -74283.140625 Penalty: 3298.538330
	Iteration 7Q: 3 clusters Score -74283.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -74391.031250 Penalty: 3298.538330
	Iteration 8Q: 3 clusters Score -74391.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -74610.851562 Penalty: 3298.538330
	Iteration 9Q: 3 clusters Score -74610.85 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -74915.890625 Penalty: 3298.538330
	Iteration 10F: 3 clusters Score -74915.89 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -75525.125000 Penalty: 3298.538330
	Iteration 11F: 3 clusters Score -75525.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -75891.984375 Penalty: 3298.538330
	Iteration 12Q: 3 clusters Score -75891.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -75951.929688 Penalty: 3298.538330
	Iteration 13Q: 3 clusters Score -75951.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -76002.773438 Penalty: 3298.538330
	Iteration 14Q: 3 clusters Score -76002.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -76071.921875 Penalty: 3298.538330
	Iteration 15Q: 3 clusters Score -76071.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -76113.898438 Penalty: 3298.538330
	Iteration 16Q: 3 clusters Score -76113.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -76131.242188 Penalty: 3298.538330
	Iteration 17Q: 3 clusters Score -76131.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -76131.242188 Penalty: 3298.538330
	Iteration 18F: 3 clusters Score -76131.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 9066 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27452 members 
Mstep: Class 5 contains 15556 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9069 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 454 members 
Mstep: Class 12 contains 6253 members 
Mstep: Class 13 contains 17398 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34023 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29247 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29219 members 
Mstep: Class 23 contains 38209 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5524 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22435 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18470 members 
Mstep: Class 35 contains 20537 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17747 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13631 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6588 members 
Mstep: Class 47 contains 5392 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34064 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4741 members 
Mstep: Class 54 contains 13200 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Mstep: Class 57 contains 319 members 
Entering Unmasked Estep 
Score: -64768480.000000 Penalty: 189167.531250
Splitting cluster 11 changes total score from -64769332.000000 to -64768480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (6253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Entering Unmasked Estep 
Score: -685655.250000 Penalty: 2167.722656
	Iteration 0F: 2 clusters Score -685655.2 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 3147 members 
Entering Unmasked Estep 
Score: -680367.625000 Penalty: 4335.445312
	Iteration 0F: 3 clusters Score -680367.6 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -681751.625000 Penalty: 4335.445312
	Iteration 1F: 3 clusters Score -681751.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -681971.750000 Penalty: 4335.445312
	Iteration 2F: 3 clusters Score -681971.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -682095.250000 Penalty: 4335.445312
	Iteration 3Q: 3 clusters Score -682095.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -682177.062500 Penalty: 4335.445312
	Iteration 4Q: 3 clusters Score -682177.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -682225.562500 Penalty: 4335.445312
	Iteration 5Q: 3 clusters Score -682225.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -682270.312500 Penalty: 4335.445312
	Iteration 6Q: 3 clusters Score -682270.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -682302.625000 Penalty: 4335.445312
	Iteration 7Q: 3 clusters Score -682302.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -682332.500000 Penalty: 4335.445312
	Iteration 8Q: 3 clusters Score -682332.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -682362.687500 Penalty: 4335.445312
	Iteration 9Q: 3 clusters Score -682362.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -682390.750000 Penalty: 4335.445312
	Iteration 10Q: 3 clusters Score -682390.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -682423.562500 Penalty: 4335.445312
	Iteration 11Q: 3 clusters Score -682423.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -682445.500000 Penalty: 4335.445312
	Iteration 12Q: 3 clusters Score -682445.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -682467.250000 Penalty: 4335.445312
	Iteration 13Q: 3 clusters Score -682467.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -682487.500000 Penalty: 4335.445312
	Iteration 14Q: 3 clusters Score -682487.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -682508.250000 Penalty: 4335.445312
	Iteration 15Q: 3 clusters Score -682508.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -682524.562500 Penalty: 4335.445312
	Iteration 16Q: 3 clusters Score -682524.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -682541.437500 Penalty: 4335.445312
	Iteration 17Q: 3 clusters Score -682541.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -682554.875000 Penalty: 4335.445312
	Iteration 18Q: 3 clusters Score -682554.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -682571.625000 Penalty: 4335.445312
	Iteration 19Q: 3 clusters Score -682571.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -682590.500000 Penalty: 4335.445312
	Iteration 20F: 3 clusters Score -682590.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -682610.750000 Penalty: 4335.445312
	Iteration 21Q: 3 clusters Score -682610.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -682640.812500 Penalty: 4335.445312
	Iteration 22Q: 3 clusters Score -682640.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -682668.375000 Penalty: 4335.445312
	Iteration 23Q: 3 clusters Score -682668.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -682699.812500 Penalty: 4335.445312
	Iteration 24Q: 3 clusters Score -682699.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -682741.312500 Penalty: 4335.445312
	Iteration 25Q: 3 clusters Score -682741.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -682792.187500 Penalty: 4335.445312
	Iteration 26Q: 3 clusters Score -682792.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -682840.687500 Penalty: 4335.445312
	Iteration 27Q: 3 clusters Score -682840.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -682889.687500 Penalty: 4335.445312
	Iteration 28Q: 3 clusters Score -682889.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -682943.062500 Penalty: 4335.445312
	Iteration 29Q: 3 clusters Score -682943.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -682996.875000 Penalty: 4335.445312
	Iteration 30Q: 3 clusters Score -682996.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -683042.250000 Penalty: 4335.445312
	Iteration 31Q: 3 clusters Score -683042.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -683087.000000 Penalty: 4335.445312
	Iteration 32Q: 3 clusters Score -683087 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -683126.250000 Penalty: 4335.445312
	Iteration 33Q: 3 clusters Score -683126.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -683167.812500 Penalty: 4335.445312
	Iteration 34Q: 3 clusters Score -683167.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -683215.250000 Penalty: 4335.445312
	Iteration 35Q: 3 clusters Score -683215.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -683266.375000 Penalty: 4335.445312
	Iteration 36Q: 3 clusters Score -683266.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -683322.437500 Penalty: 4335.445312
	Iteration 37Q: 3 clusters Score -683322.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -683387.312500 Penalty: 4335.445312
	Iteration 38Q: 3 clusters Score -683387.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -683436.312500 Penalty: 4335.445312
	Iteration 39Q: 3 clusters Score -683436.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -683484.312500 Penalty: 4335.445312
	Iteration 40F: 3 clusters Score -683484.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -683523.437500 Penalty: 4335.445312
	Iteration 41Q: 3 clusters Score -683523.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -683540.625000 Penalty: 4335.445312
	Iteration 42Q: 3 clusters Score -683540.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -683555.750000 Penalty: 4335.445312
	Iteration 43Q: 3 clusters Score -683555.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -683572.750000 Penalty: 4335.445312
	Iteration 44Q: 3 clusters Score -683572.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -683591.312500 Penalty: 4335.445312
	Iteration 45Q: 3 clusters Score -683591.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -683608.062500 Penalty: 4335.445312
	Iteration 46Q: 3 clusters Score -683608.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -683621.562500 Penalty: 4335.445312
	Iteration 47Q: 3 clusters Score -683621.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -683636.375000 Penalty: 4335.445312
	Iteration 48Q: 3 clusters Score -683636.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -683651.000000 Penalty: 4335.445312
	Iteration 49Q: 3 clusters Score -683651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -683665.750000 Penalty: 4335.445312
	Iteration 50Q: 3 clusters Score -683665.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -683676.687500 Penalty: 4335.445312
	Iteration 51Q: 3 clusters Score -683676.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -683680.687500 Penalty: 4335.445312
	Iteration 52Q: 3 clusters Score -683680.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -683682.375000 Penalty: 4335.445312
	Iteration 53Q: 3 clusters Score -683682.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -683684.500000 Penalty: 4335.445312
	Iteration 54Q: 3 clusters Score -683684.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -683691.062500 Penalty: 4335.445312
	Iteration 55Q: 3 clusters Score -683691.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -683695.875000 Penalty: 4335.445312
	Iteration 56Q: 3 clusters Score -683695.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -683707.062500 Penalty: 4335.445312
	Iteration 57Q: 3 clusters Score -683707.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -683719.687500 Penalty: 4335.445312
	Iteration 58Q: 3 clusters Score -683719.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -683722.000000 Penalty: 4335.445312
	Iteration 59Q: 3 clusters Score -683722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -683722.625000 Penalty: 4335.445312
	Iteration 60F: 3 clusters Score -683722.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -683725.250000 Penalty: 4335.445312
	Iteration 61Q: 3 clusters Score -683725.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -683730.125000 Penalty: 4335.445312
	Iteration 62Q: 3 clusters Score -683730.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -683735.625000 Penalty: 4335.445312
	Iteration 63Q: 3 clusters Score -683735.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -683735.625000 Penalty: 4335.445312
	Iteration 64F: 3 clusters Score -683735.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Entering Unmasked Estep 
Score: -1686537.625000 Penalty: 2421.499512
	Iteration 0F: 2 clusters Score -1686538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1674038.750000 Penalty: 4842.999023
	Iteration 0F: 3 clusters Score -1674039 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1678278.750000 Penalty: 4842.999023
	Iteration 1F: 3 clusters Score -1678279 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1678929.500000 Penalty: 4842.999023
	Iteration 2F: 3 clusters Score -1678930 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1679583.250000 Penalty: 4842.999023
	Iteration 3F: 3 clusters Score -1679583 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1680167.375000 Penalty: 4842.999023
	Iteration 4F: 3 clusters Score -1680167 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1680731.125000 Penalty: 4842.999023
	Iteration 5F: 3 clusters Score -1680731 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1681246.000000 Penalty: 4842.999023
	Iteration 6F: 3 clusters Score -1681246 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1681689.375000 Penalty: 4842.999023
	Iteration 7Q: 3 clusters Score -1681689 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1682050.125000 Penalty: 4842.999023
	Iteration 8Q: 3 clusters Score -1682050 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1682318.375000 Penalty: 4842.999023
	Iteration 9Q: 3 clusters Score -1682318 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1682527.125000 Penalty: 4842.999023
	Iteration 10Q: 3 clusters Score -1682527 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1682690.625000 Penalty: 4842.999023
	Iteration 11Q: 3 clusters Score -1682691 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1682818.750000 Penalty: 4842.999023
	Iteration 12Q: 3 clusters Score -1682819 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1682917.875000 Penalty: 4842.999023
	Iteration 13Q: 3 clusters Score -1682918 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1682994.250000 Penalty: 4842.999023
	Iteration 14Q: 3 clusters Score -1682994 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1683067.500000 Penalty: 4842.999023
	Iteration 15Q: 3 clusters Score -1683068 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1683133.000000 Penalty: 4842.999023
	Iteration 16Q: 3 clusters Score -1683133 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1683200.000000 Penalty: 4842.999023
	Iteration 17Q: 3 clusters Score -1683200 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1683265.500000 Penalty: 4842.999023
	Iteration 18Q: 3 clusters Score -1683266 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1683327.500000 Penalty: 4842.999023
	Iteration 19Q: 3 clusters Score -1683328 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1683397.500000 Penalty: 4842.999023
	Iteration 20F: 3 clusters Score -1683398 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1683450.750000 Penalty: 4842.999023
	Iteration 21Q: 3 clusters Score -1683451 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1683502.375000 Penalty: 4842.999023
	Iteration 22Q: 3 clusters Score -1683502 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1683547.250000 Penalty: 4842.999023
	Iteration 23Q: 3 clusters Score -1683547 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1683590.750000 Penalty: 4842.999023
	Iteration 24Q: 3 clusters Score -1683591 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1683624.500000 Penalty: 4842.999023
	Iteration 25Q: 3 clusters Score -1683624 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1683664.875000 Penalty: 4842.999023
	Iteration 26Q: 3 clusters Score -1683665 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1683706.250000 Penalty: 4842.999023
	Iteration 27Q: 3 clusters Score -1683706 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1683743.375000 Penalty: 4842.999023
	Iteration 28Q: 3 clusters Score -1683743 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1683786.500000 Penalty: 4842.999023
	Iteration 29Q: 3 clusters Score -1683786 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1683840.625000 Penalty: 4842.999023
	Iteration 30Q: 3 clusters Score -1683841 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1683897.500000 Penalty: 4842.999023
	Iteration 31Q: 3 clusters Score -1683898 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1683959.625000 Penalty: 4842.999023
	Iteration 32Q: 3 clusters Score -1683960 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1684006.750000 Penalty: 4842.999023
	Iteration 33Q: 3 clusters Score -1684007 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1684062.875000 Penalty: 4842.999023
	Iteration 34Q: 3 clusters Score -1684063 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1684123.500000 Penalty: 4842.999023
	Iteration 35Q: 3 clusters Score -1684124 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1684190.375000 Penalty: 4842.999023
	Iteration 36Q: 3 clusters Score -1684190 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -1684248.625000 Penalty: 4842.999023
	Iteration 37Q: 3 clusters Score -1684249 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1684314.250000 Penalty: 4842.999023
	Iteration 38Q: 3 clusters Score -1684314 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -1684374.500000 Penalty: 4842.999023
	Iteration 39Q: 3 clusters Score -1684374 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -1684417.375000 Penalty: 4842.999023
	Iteration 40F: 3 clusters Score -1684417 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1684470.250000 Penalty: 4842.999023
	Iteration 41Q: 3 clusters Score -1684470 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1684520.125000 Penalty: 4842.999023
	Iteration 42Q: 3 clusters Score -1684520 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -1684562.250000 Penalty: 4842.999023
	Iteration 43Q: 3 clusters Score -1684562 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -1684585.875000 Penalty: 4842.999023
	Iteration 44Q: 3 clusters Score -1684586 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -1684614.000000 Penalty: 4842.999023
	Iteration 45Q: 3 clusters Score -1684614 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1684631.250000 Penalty: 4842.999023
	Iteration 46Q: 3 clusters Score -1684631 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -1684643.250000 Penalty: 4842.999023
	Iteration 47Q: 3 clusters Score -1684643 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -1684651.875000 Penalty: 4842.999023
	Iteration 48Q: 3 clusters Score -1684652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -1684660.000000 Penalty: 4842.999023
	Iteration 49Q: 3 clusters Score -1684660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -1684670.250000 Penalty: 4842.999023
	Iteration 50Q: 3 clusters Score -1684670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -1684674.250000 Penalty: 4842.999023
	Iteration 51Q: 3 clusters Score -1684674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -1684680.375000 Penalty: 4842.999023
	Iteration 52Q: 3 clusters Score -1684680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -1684686.625000 Penalty: 4842.999023
	Iteration 53Q: 3 clusters Score -1684687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -1684692.000000 Penalty: 4842.999023
	Iteration 54Q: 3 clusters Score -1684692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1684694.875000 Penalty: 4842.999023
	Iteration 55Q: 3 clusters Score -1684695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -1684698.500000 Penalty: 4842.999023
	Iteration 56Q: 3 clusters Score -1684698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -1684703.500000 Penalty: 4842.999023
	Iteration 57Q: 3 clusters Score -1684704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -1684703.750000 Penalty: 4842.999023
	Iteration 58Q: 3 clusters Score -1684704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -1684710.875000 Penalty: 4842.999023
	Iteration 59Q: 3 clusters Score -1684711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -1684709.875000 Penalty: 4842.999023
	Iteration 60F: 3 clusters Score -1684710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -1684710.250000 Penalty: 4842.999023
	Iteration 61Q: 3 clusters Score -1684710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -1684712.625000 Penalty: 4842.999023
	Iteration 62Q: 3 clusters Score -1684713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -1684711.625000 Penalty: 4842.999023
	Iteration 63Q: 3 clusters Score -1684712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -1684707.375000 Penalty: 4842.999023
	Iteration 64Q: 3 clusters Score -1684707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -1684708.625000 Penalty: 4842.999023
	Iteration 65Q: 3 clusters Score -1684709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -1684707.625000 Penalty: 4842.999023
	Iteration 66Q: 3 clusters Score -1684708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -1684707.875000 Penalty: 4842.999023
	Iteration 67Q: 3 clusters Score -1684708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -1684714.625000 Penalty: 4842.999023
	Iteration 68Q: 3 clusters Score -1684715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -1684716.375000 Penalty: 4842.999023
	Iteration 69Q: 3 clusters Score -1684716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -1684716.375000 Penalty: 4842.999023
	Iteration 70Q: 3 clusters Score -1684716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -1684716.375000 Penalty: 4842.999023
	Iteration 71F: 3 clusters Score -1684716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Entering Unmasked Estep 
Score: -179340.187500 Penalty: 1833.986694
	Iteration 0F: 2 clusters Score -179340.2 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 803 members 
Entering Unmasked Estep 
Score: -176936.468750 Penalty: 3667.973389
	Iteration 0F: 3 clusters Score -176936.5 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -177328.937500 Penalty: 3667.973389
	Iteration 1F: 3 clusters Score -177328.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -177464.234375 Penalty: 3667.973389
	Iteration 2F: 3 clusters Score -177464.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -177536.312500 Penalty: 3667.973389
	Iteration 3Q: 3 clusters Score -177536.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -177580.218750 Penalty: 3667.973389
	Iteration 4Q: 3 clusters Score -177580.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -177605.531250 Penalty: 3667.973389
	Iteration 5Q: 3 clusters Score -177605.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -177621.437500 Penalty: 3667.973389
	Iteration 6Q: 3 clusters Score -177621.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -177629.953125 Penalty: 3667.973389
	Iteration 7Q: 3 clusters Score -177630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -177636.343750 Penalty: 3667.973389
	Iteration 8Q: 3 clusters Score -177636.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -177640.703125 Penalty: 3667.973389
	Iteration 9Q: 3 clusters Score -177640.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -177647.765625 Penalty: 3667.973389
	Iteration 10Q: 3 clusters Score -177647.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -177652.437500 Penalty: 3667.973389
	Iteration 11Q: 3 clusters Score -177652.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -177658.625000 Penalty: 3667.973389
	Iteration 12Q: 3 clusters Score -177658.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -177662.640625 Penalty: 3667.973389
	Iteration 13Q: 3 clusters Score -177662.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -177668.859375 Penalty: 3667.973389
	Iteration 14Q: 3 clusters Score -177668.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -177675.609375 Penalty: 3667.973389
	Iteration 15Q: 3 clusters Score -177675.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -177677.296875 Penalty: 3667.973389
	Iteration 16Q: 3 clusters Score -177677.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -177679.437500 Penalty: 3667.973389
	Iteration 17Q: 3 clusters Score -177679.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -177682.828125 Penalty: 3667.973389
	Iteration 18Q: 3 clusters Score -177682.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -177683.203125 Penalty: 3667.973389
	Iteration 19Q: 3 clusters Score -177683.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -177683.593750 Penalty: 3667.973389
	Iteration 20F: 3 clusters Score -177683.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -177684.640625 Penalty: 3667.973389
	Iteration 21Q: 3 clusters Score -177684.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -177686.390625 Penalty: 3667.973389
	Iteration 22Q: 3 clusters Score -177686.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -177687.734375 Penalty: 3667.973389
	Iteration 23Q: 3 clusters Score -177687.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -177689.046875 Penalty: 3667.973389
	Iteration 24Q: 3 clusters Score -177689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -177689.046875 Penalty: 3667.973389
	Iteration 25F: 3 clusters Score -177689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Entering Unmasked Estep 
Score: -3385901.250000 Penalty: 2587.828613
	Iteration 0F: 2 clusters Score -3385901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -3362939.000000 Penalty: 5175.657227
	Iteration 0F: 3 clusters Score -3362939 nChanged 15357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -3371693.500000 Penalty: 5175.657227
	Iteration 1F: 3 clusters Score -3371694 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -3372747.500000 Penalty: 5175.657227
	Iteration 2F: 3 clusters Score -3372748 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -3374075.500000 Penalty: 5175.657227
	Iteration 3F: 3 clusters Score -3374076 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -3375734.750000 Penalty: 5175.657227
	Iteration 4F: 3 clusters Score -3375735 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -3377317.750000 Penalty: 5175.657227
	Iteration 5F: 3 clusters Score -3377318 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -3378780.750000 Penalty: 5175.657227
	Iteration 6F: 3 clusters Score -3378781 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -3380025.250000 Penalty: 5175.657227
	Iteration 7F: 3 clusters Score -3380025 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -3381043.500000 Penalty: 5175.657227
	Iteration 8Q: 3 clusters Score -3381044 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -3381879.000000 Penalty: 5175.657227
	Iteration 9Q: 3 clusters Score -3381879 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -3382508.000000 Penalty: 5175.657227
	Iteration 10Q: 3 clusters Score -3382508 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -3382972.750000 Penalty: 5175.657227
	Iteration 11Q: 3 clusters Score -3382973 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -3383286.000000 Penalty: 5175.657227
	Iteration 12Q: 3 clusters Score -3383286 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -3383517.250000 Penalty: 5175.657227
	Iteration 13Q: 3 clusters Score -3383517 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -3383710.750000 Penalty: 5175.657227
	Iteration 14Q: 3 clusters Score -3383711 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -3383867.500000 Penalty: 5175.657227
	Iteration 15Q: 3 clusters Score -3383868 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3384024.750000 Penalty: 5175.657227
	Iteration 16Q: 3 clusters Score -3384025 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -3384139.750000 Penalty: 5175.657227
	Iteration 17Q: 3 clusters Score -3384140 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3384232.750000 Penalty: 5175.657227
	Iteration 18Q: 3 clusters Score -3384233 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3384312.000000 Penalty: 5175.657227
	Iteration 19Q: 3 clusters Score -3384312 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3384373.250000 Penalty: 5175.657227
	Iteration 20F: 3 clusters Score -3384373 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3384414.000000 Penalty: 5175.657227
	Iteration 21Q: 3 clusters Score -3384414 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -3384453.500000 Penalty: 5175.657227
	Iteration 22Q: 3 clusters Score -3384454 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3384475.750000 Penalty: 5175.657227
	Iteration 23Q: 3 clusters Score -3384476 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3384496.250000 Penalty: 5175.657227
	Iteration 24Q: 3 clusters Score -3384496 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3384508.500000 Penalty: 5175.657227
	Iteration 25Q: 3 clusters Score -3384508 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3384522.000000 Penalty: 5175.657227
	Iteration 26Q: 3 clusters Score -3384522 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3384543.500000 Penalty: 5175.657227
	Iteration 27Q: 3 clusters Score -3384544 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3384562.250000 Penalty: 5175.657227
	Iteration 28Q: 3 clusters Score -3384562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3384574.750000 Penalty: 5175.657227
	Iteration 29Q: 3 clusters Score -3384575 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3384585.500000 Penalty: 5175.657227
	Iteration 30Q: 3 clusters Score -3384586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3384592.000000 Penalty: 5175.657227
	Iteration 31Q: 3 clusters Score -3384592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3384595.500000 Penalty: 5175.657227
	Iteration 32Q: 3 clusters Score -3384596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3384602.000000 Penalty: 5175.657227
	Iteration 33Q: 3 clusters Score -3384602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3384604.750000 Penalty: 5175.657227
	Iteration 34Q: 3 clusters Score -3384605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3384608.000000 Penalty: 5175.657227
	Iteration 35Q: 3 clusters Score -3384608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3384606.250000 Penalty: 5175.657227
	Iteration 36Q: 3 clusters Score -3384606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3384613.750000 Penalty: 5175.657227
	Iteration 37Q: 3 clusters Score -3384614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3384611.750000 Penalty: 5175.657227
	Iteration 38Q: 3 clusters Score -3384612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3384621.750000 Penalty: 5175.657227
	Iteration 39Q: 3 clusters Score -3384622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3384626.500000 Penalty: 5175.657227
	Iteration 40F: 3 clusters Score -3384626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3384632.500000 Penalty: 5175.657227
	Iteration 41Q: 3 clusters Score -3384632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3384634.750000 Penalty: 5175.657227
	Iteration 42Q: 3 clusters Score -3384635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3384648.250000 Penalty: 5175.657227
	Iteration 43Q: 3 clusters Score -3384648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3384647.500000 Penalty: 5175.657227
	Iteration 44Q: 3 clusters Score -3384648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3384652.750000 Penalty: 5175.657227
	Iteration 45Q: 3 clusters Score -3384653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3384658.500000 Penalty: 5175.657227
	Iteration 46Q: 3 clusters Score -3384658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3384656.500000 Penalty: 5175.657227
	Iteration 47Q: 3 clusters Score -3384656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3384658.500000 Penalty: 5175.657227
	Iteration 48Q: 3 clusters Score -3384658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3384665.250000 Penalty: 5175.657227
	Iteration 49Q: 3 clusters Score -3384665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3384670.500000 Penalty: 5175.657227
	Iteration 50Q: 3 clusters Score -3384670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3384673.250000 Penalty: 5175.657227
	Iteration 51Q: 3 clusters Score -3384673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3384680.250000 Penalty: 5175.657227
	Iteration 52Q: 3 clusters Score -3384680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3384688.000000 Penalty: 5175.657227
	Iteration 53Q: 3 clusters Score -3384688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3384686.750000 Penalty: 5175.657227
	Iteration 54Q: 3 clusters Score -3384687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3384695.250000 Penalty: 5175.657227
	Iteration 55Q: 3 clusters Score -3384695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3384700.000000 Penalty: 5175.657227
	Iteration 56Q: 3 clusters Score -3384700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3384701.000000 Penalty: 5175.657227
	Iteration 57Q: 3 clusters Score -3384701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3384709.250000 Penalty: 5175.657227
	Iteration 58Q: 3 clusters Score -3384709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3384710.000000 Penalty: 5175.657227
	Iteration 59Q: 3 clusters Score -3384710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3384714.500000 Penalty: 5175.657227
	Iteration 60F: 3 clusters Score -3384714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3384715.500000 Penalty: 5175.657227
	Iteration 61Q: 3 clusters Score -3384716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3384712.000000 Penalty: 5175.657227
	Iteration 62Q: 3 clusters Score -3384712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3384713.750000 Penalty: 5175.657227
	Iteration 63Q: 3 clusters Score -3384714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3384714.500000 Penalty: 5175.657227
	Iteration 64Q: 3 clusters Score -3384714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3384714.500000 Penalty: 5175.657227
	Iteration 65Q: 3 clusters Score -3384714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3384714.500000 Penalty: 5175.657227
	Iteration 66F: 3 clusters Score -3384714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -548361.375000 Penalty: 2111.667969
	Iteration 0F: 2 clusters Score -548361.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -543815.062500 Penalty: 4223.335938
	Iteration 0F: 3 clusters Score -543815.1 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -544851.062500 Penalty: 4223.335938
	Iteration 1F: 3 clusters Score -544851.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -545070.250000 Penalty: 4223.335938
	Iteration 2F: 3 clusters Score -545070.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -545205.375000 Penalty: 4223.335938
	Iteration 3Q: 3 clusters Score -545205.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -545291.437500 Penalty: 4223.335938
	Iteration 4Q: 3 clusters Score -545291.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -545357.250000 Penalty: 4223.335938
	Iteration 5Q: 3 clusters Score -545357.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -545402.750000 Penalty: 4223.335938
	Iteration 6Q: 3 clusters Score -545402.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -545436.625000 Penalty: 4223.335938
	Iteration 7Q: 3 clusters Score -545436.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -545462.937500 Penalty: 4223.335938
	Iteration 8Q: 3 clusters Score -545462.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -545481.437500 Penalty: 4223.335938
	Iteration 9Q: 3 clusters Score -545481.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -545492.625000 Penalty: 4223.335938
	Iteration 10Q: 3 clusters Score -545492.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -545500.750000 Penalty: 4223.335938
	Iteration 11Q: 3 clusters Score -545500.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -545510.687500 Penalty: 4223.335938
	Iteration 12Q: 3 clusters Score -545510.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -545518.375000 Penalty: 4223.335938
	Iteration 13Q: 3 clusters Score -545518.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -545525.812500 Penalty: 4223.335938
	Iteration 14Q: 3 clusters Score -545525.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -545532.625000 Penalty: 4223.335938
	Iteration 15Q: 3 clusters Score -545532.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -545539.750000 Penalty: 4223.335938
	Iteration 16Q: 3 clusters Score -545539.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -545550.875000 Penalty: 4223.335938
	Iteration 17Q: 3 clusters Score -545550.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -545563.687500 Penalty: 4223.335938
	Iteration 18Q: 3 clusters Score -545563.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -545575.375000 Penalty: 4223.335938
	Iteration 19Q: 3 clusters Score -545575.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -545582.437500 Penalty: 4223.335938
	Iteration 20F: 3 clusters Score -545582.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -545588.875000 Penalty: 4223.335938
	Iteration 21Q: 3 clusters Score -545588.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -545597.687500 Penalty: 4223.335938
	Iteration 22Q: 3 clusters Score -545597.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -545609.312500 Penalty: 4223.335938
	Iteration 23Q: 3 clusters Score -545609.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -545621.312500 Penalty: 4223.335938
	Iteration 24Q: 3 clusters Score -545621.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -545627.062500 Penalty: 4223.335938
	Iteration 25Q: 3 clusters Score -545627.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -545629.000000 Penalty: 4223.335938
	Iteration 26Q: 3 clusters Score -545629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -545635.000000 Penalty: 4223.335938
	Iteration 27Q: 3 clusters Score -545635 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -545642.875000 Penalty: 4223.335938
	Iteration 28Q: 3 clusters Score -545642.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -545648.000000 Penalty: 4223.335938
	Iteration 29Q: 3 clusters Score -545648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -545652.125000 Penalty: 4223.335938
	Iteration 30Q: 3 clusters Score -545652.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -545658.250000 Penalty: 4223.335938
	Iteration 31Q: 3 clusters Score -545658.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -545663.562500 Penalty: 4223.335938
	Iteration 32Q: 3 clusters Score -545663.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -545671.625000 Penalty: 4223.335938
	Iteration 33Q: 3 clusters Score -545671.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -545678.875000 Penalty: 4223.335938
	Iteration 34Q: 3 clusters Score -545678.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -545685.062500 Penalty: 4223.335938
	Iteration 35Q: 3 clusters Score -545685.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -545689.625000 Penalty: 4223.335938
	Iteration 36Q: 3 clusters Score -545689.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -545692.812500 Penalty: 4223.335938
	Iteration 37Q: 3 clusters Score -545692.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -545695.812500 Penalty: 4223.335938
	Iteration 38Q: 3 clusters Score -545695.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -545698.250000 Penalty: 4223.335938
	Iteration 39Q: 3 clusters Score -545698.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -545698.875000 Penalty: 4223.335938
	Iteration 40F: 3 clusters Score -545698.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -545700.312500 Penalty: 4223.335938
	Iteration 41Q: 3 clusters Score -545700.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -545701.562500 Penalty: 4223.335938
	Iteration 42Q: 3 clusters Score -545701.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -545702.250000 Penalty: 4223.335938
	Iteration 43Q: 3 clusters Score -545702.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -545703.375000 Penalty: 4223.335938
	Iteration 44Q: 3 clusters Score -545703.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -545704.750000 Penalty: 4223.335938
	Iteration 45Q: 3 clusters Score -545704.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -545706.687500 Penalty: 4223.335938
	Iteration 46Q: 3 clusters Score -545706.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -545708.125000 Penalty: 4223.335938
	Iteration 47Q: 3 clusters Score -545708.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -545708.625000 Penalty: 4223.335938
	Iteration 48Q: 3 clusters Score -545708.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -545708.937500 Penalty: 4223.335938
	Iteration 49Q: 3 clusters Score -545708.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -545710.375000 Penalty: 4223.335938
	Iteration 50Q: 3 clusters Score -545710.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -545711.312500 Penalty: 4223.335938
	Iteration 51Q: 3 clusters Score -545711.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -545711.375000 Penalty: 4223.335938
	Iteration 52Q: 3 clusters Score -545711.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -545712.000000 Penalty: 4223.335938
	Iteration 53Q: 3 clusters Score -545712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -545712.437500 Penalty: 4223.335938
	Iteration 54Q: 3 clusters Score -545712.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -545713.625000 Penalty: 4223.335938
	Iteration 55Q: 3 clusters Score -545713.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -545714.187500 Penalty: 4223.335938
	Iteration 56Q: 3 clusters Score -545714.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -545714.250000 Penalty: 4223.335938
	Iteration 57Q: 3 clusters Score -545714.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -545715.500000 Penalty: 4223.335938
	Iteration 58Q: 3 clusters Score -545715.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -545716.437500 Penalty: 4223.335938
	Iteration 59Q: 3 clusters Score -545716.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -545717.937500 Penalty: 4223.335938
	Iteration 60F: 3 clusters Score -545717.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -545719.187500 Penalty: 4223.335938
	Iteration 61Q: 3 clusters Score -545719.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -545721.500000 Penalty: 4223.335938
	Iteration 62Q: 3 clusters Score -545721.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -545725.312500 Penalty: 4223.335938
	Iteration 63Q: 3 clusters Score -545725.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -545727.875000 Penalty: 4223.335938
	Iteration 64Q: 3 clusters Score -545727.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -545729.187500 Penalty: 4223.335938
	Iteration 65Q: 3 clusters Score -545729.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -545733.000000 Penalty: 4223.335938
	Iteration 66Q: 3 clusters Score -545733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -545737.375000 Penalty: 4223.335938
	Iteration 67Q: 3 clusters Score -545737.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -545739.625000 Penalty: 4223.335938
	Iteration 68Q: 3 clusters Score -545739.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -545742.937500 Penalty: 4223.335938
	Iteration 69Q: 3 clusters Score -545742.9 nChanged 18
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: -545748.750000 Penalty: 4223.335938
	Iteration 70Q: 3 clusters Score -545748.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -545753.250000 Penalty: 4223.335938
	Iteration 71Q: 3 clusters Score -545753.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -545756.437500 Penalty: 4223.335938
	Iteration 72Q: 3 clusters Score -545756.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -545761.437500 Penalty: 4223.335938
	Iteration 73Q: 3 clusters Score -545761.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -545764.062500 Penalty: 4223.335938
	Iteration 74Q: 3 clusters Score -545764.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -545769.312500 Penalty: 4223.335938
	Iteration 75Q: 3 clusters Score -545769.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -545771.687500 Penalty: 4223.335938
	Iteration 76Q: 3 clusters Score -545771.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -545775.000000 Penalty: 4223.335938
	Iteration 77Q: 3 clusters Score -545775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -545777.500000 Penalty: 4223.335938
	Iteration 78Q: 3 clusters Score -545777.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -545781.875000 Penalty: 4223.335938
	Iteration 79Q: 3 clusters Score -545781.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -545783.250000 Penalty: 4223.335938
	Iteration 80F: 3 clusters Score -545783.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -545784.625000 Penalty: 4223.335938
	Iteration 81Q: 3 clusters Score -545784.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -545786.125000 Penalty: 4223.335938
	Iteration 82Q: 3 clusters Score -545786.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -545788.375000 Penalty: 4223.335938
	Iteration 83Q: 3 clusters Score -545788.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -545790.812500 Penalty: 4223.335938
	Iteration 84Q: 3 clusters Score -545790.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -545792.125000 Penalty: 4223.335938
	Iteration 85Q: 3 clusters Score -545792.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -545795.375000 Penalty: 4223.335938
	Iteration 86Q: 3 clusters Score -545795.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -545797.375000 Penalty: 4223.335938
	Iteration 87Q: 3 clusters Score -545797.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -545800.937500 Penalty: 4223.335938
	Iteration 88Q: 3 clusters Score -545800.9 nChanged 14
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: -545804.000000 Penalty: 4223.335938
	Iteration 89Q: 3 clusters Score -545804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -545805.562500 Penalty: 4223.335938
	Iteration 90Q: 3 clusters Score -545805.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -545808.500000 Penalty: 4223.335938
	Iteration 91Q: 3 clusters Score -545808.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -545809.500000 Penalty: 4223.335938
	Iteration 92Q: 3 clusters Score -545809.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -545811.750000 Penalty: 4223.335938
	Iteration 93Q: 3 clusters Score -545811.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -545812.937500 Penalty: 4223.335938
	Iteration 94Q: 3 clusters Score -545812.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -545815.437500 Penalty: 4223.335938
	Iteration 95Q: 3 clusters Score -545815.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -545818.562500 Penalty: 4223.335938
	Iteration 96Q: 3 clusters Score -545818.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -545819.750000 Penalty: 4223.335938
	Iteration 97Q: 3 clusters Score -545819.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -545821.250000 Penalty: 4223.335938
	Iteration 98Q: 3 clusters Score -545821.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -545822.125000 Penalty: 4223.335938
	Iteration 99Q: 3 clusters Score -545822.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -545821.187500 Penalty: 4223.335938
	Iteration 100F: 3 clusters Score -545821.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -545823.250000 Penalty: 4223.335938
	Iteration 101Q: 3 clusters Score -545823.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -545824.500000 Penalty: 4223.335938
	Iteration 102Q: 3 clusters Score -545824.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -545824.937500 Penalty: 4223.335938
	Iteration 103Q: 3 clusters Score -545824.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -545825.687500 Penalty: 4223.335938
	Iteration 104Q: 3 clusters Score -545825.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -545826.875000 Penalty: 4223.335938
	Iteration 105Q: 3 clusters Score -545826.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -545828.625000 Penalty: 4223.335938
	Iteration 106Q: 3 clusters Score -545828.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -545831.750000 Penalty: 4223.335938
	Iteration 107Q: 3 clusters Score -545831.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -545832.625000 Penalty: 4223.335938
	Iteration 108Q: 3 clusters Score -545832.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -545833.000000 Penalty: 4223.335938
	Iteration 109Q: 3 clusters Score -545833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -545835.125000 Penalty: 4223.335938
	Iteration 110Q: 3 clusters Score -545835.1 nChanged 9
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: -545836.937500 Penalty: 4223.335938
	Iteration 111Q: 3 clusters Score -545836.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -545839.125000 Penalty: 4223.335938
	Iteration 112Q: 3 clusters Score -545839.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -545840.625000 Penalty: 4223.335938
	Iteration 113Q: 3 clusters Score -545840.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -545842.875000 Penalty: 4223.335938
	Iteration 114Q: 3 clusters Score -545842.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -545842.937500 Penalty: 4223.335938
	Iteration 115Q: 3 clusters Score -545842.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -545845.625000 Penalty: 4223.335938
	Iteration 116Q: 3 clusters Score -545845.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -545846.937500 Penalty: 4223.335938
	Iteration 117Q: 3 clusters Score -545846.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -545847.937500 Penalty: 4223.335938
	Iteration 118Q: 3 clusters Score -545847.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -545847.625000 Penalty: 4223.335938
	Iteration 119Q: 3 clusters Score -545847.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -545848.375000 Penalty: 4223.335938
	Iteration 120F: 3 clusters Score -545848.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -545849.562500 Penalty: 4223.335938
	Iteration 121Q: 3 clusters Score -545849.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -545850.937500 Penalty: 4223.335938
	Iteration 122Q: 3 clusters Score -545850.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -545851.500000 Penalty: 4223.335938
	Iteration 123Q: 3 clusters Score -545851.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -545853.375000 Penalty: 4223.335938
	Iteration 124Q: 3 clusters Score -545853.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -545853.687500 Penalty: 4223.335938
	Iteration 125Q: 3 clusters Score -545853.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -545854.375000 Penalty: 4223.335938
	Iteration 126Q: 3 clusters Score -545854.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -545855.437500 Penalty: 4223.335938
	Iteration 127Q: 3 clusters Score -545855.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -545857.125000 Penalty: 4223.335938
	Iteration 128Q: 3 clusters Score -545857.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -545856.937500 Penalty: 4223.335938
	Iteration 129Q: 3 clusters Score -545856.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -545858.187500 Penalty: 4223.335938
	Iteration 130Q: 3 clusters Score -545858.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -545858.750000 Penalty: 4223.335938
	Iteration 131Q: 3 clusters Score -545858.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -545860.875000 Penalty: 4223.335938
	Iteration 132Q: 3 clusters Score -545860.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -545862.000000 Penalty: 4223.335938
	Iteration 133Q: 3 clusters Score -545862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -545863.937500 Penalty: 4223.335938
	Iteration 134Q: 3 clusters Score -545863.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -545865.187500 Penalty: 4223.335938
	Iteration 135Q: 3 clusters Score -545865.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -545867.687500 Penalty: 4223.335938
	Iteration 136Q: 3 clusters Score -545867.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -545870.062500 Penalty: 4223.335938
	Iteration 137Q: 3 clusters Score -545870.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -545875.250000 Penalty: 4223.335938
	Iteration 138Q: 3 clusters Score -545875.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -545878.562500 Penalty: 4223.335938
	Iteration 139Q: 3 clusters Score -545878.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -545882.687500 Penalty: 4223.335938
	Iteration 140F: 3 clusters Score -545882.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -545884.062500 Penalty: 4223.335938
	Iteration 141Q: 3 clusters Score -545884.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -545885.000000 Penalty: 4223.335938
	Iteration 142Q: 3 clusters Score -545885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -545887.062500 Penalty: 4223.335938
	Iteration 143Q: 3 clusters Score -545887.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -545888.812500 Penalty: 4223.335938
	Iteration 144Q: 3 clusters Score -545888.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -545889.250000 Penalty: 4223.335938
	Iteration 145Q: 3 clusters Score -545889.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -545891.312500 Penalty: 4223.335938
	Iteration 146Q: 3 clusters Score -545891.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -545893.000000 Penalty: 4223.335938
	Iteration 147Q: 3 clusters Score -545893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -545893.687500 Penalty: 4223.335938
	Iteration 148Q: 3 clusters Score -545893.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -545893.562500 Penalty: 4223.335938
	Iteration 149Q: 3 clusters Score -545893.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -545894.625000 Penalty: 4223.335938
	Iteration 150Q: 3 clusters Score -545894.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -545895.187500 Penalty: 4223.335938
	Iteration 151Q: 3 clusters Score -545895.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -545896.750000 Penalty: 4223.335938
	Iteration 152Q: 3 clusters Score -545896.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -545895.750000 Penalty: 4223.335938
	Iteration 153Q: 3 clusters Score -545895.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -545897.312500 Penalty: 4223.335938
	Iteration 154Q: 3 clusters Score -545897.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -545897.937500 Penalty: 4223.335938
	Iteration 155Q: 3 clusters Score -545897.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -545898.937500 Penalty: 4223.335938
	Iteration 156Q: 3 clusters Score -545898.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -545898.750000 Penalty: 4223.335938
	Iteration 157Q: 3 clusters Score -545898.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -545898.375000 Penalty: 4223.335938
	Iteration 158Q: 3 clusters Score -545898.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -545898.375000 Penalty: 4223.335938
	Iteration 159F: 3 clusters Score -545898.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -186173.250000 Penalty: 1942.732788
	Iteration 0F: 2 clusters Score -186173.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -183216.937500 Penalty: 3885.465576
	Iteration 0F: 3 clusters Score -183216.9 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -183865.171875 Penalty: 3885.465576
	Iteration 1F: 3 clusters Score -183865.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -184046.687500 Penalty: 3885.465576
	Iteration 2F: 3 clusters Score -184046.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -184180.125000 Penalty: 3885.465576
	Iteration 3F: 3 clusters Score -184180.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -184273.328125 Penalty: 3885.465576
	Iteration 4Q: 3 clusters Score -184273.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -184339.250000 Penalty: 3885.465576
	Iteration 5Q: 3 clusters Score -184339.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -184415.015625 Penalty: 3885.465576
	Iteration 6Q: 3 clusters Score -184415 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -184518.046875 Penalty: 3885.465576
	Iteration 7Q: 3 clusters Score -184518 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -184616.859375 Penalty: 3885.465576
	Iteration 8Q: 3 clusters Score -184616.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -184718.171875 Penalty: 3885.465576
	Iteration 9Q: 3 clusters Score -184718.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -184829.250000 Penalty: 3885.465576
	Iteration 10Q: 3 clusters Score -184829.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -184897.546875 Penalty: 3885.465576
	Iteration 11Q: 3 clusters Score -184897.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -184948.156250 Penalty: 3885.465576
	Iteration 12Q: 3 clusters Score -184948.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -184988.250000 Penalty: 3885.465576
	Iteration 13Q: 3 clusters Score -184988.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -185036.656250 Penalty: 3885.465576
	Iteration 14Q: 3 clusters Score -185036.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -185068.484375 Penalty: 3885.465576
	Iteration 15Q: 3 clusters Score -185068.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -185097.687500 Penalty: 3885.465576
	Iteration 16Q: 3 clusters Score -185097.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -185128.906250 Penalty: 3885.465576
	Iteration 17Q: 3 clusters Score -185128.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -185155.890625 Penalty: 3885.465576
	Iteration 18Q: 3 clusters Score -185155.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -185173.140625 Penalty: 3885.465576
	Iteration 19Q: 3 clusters Score -185173.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -185183.109375 Penalty: 3885.465576
	Iteration 20F: 3 clusters Score -185183.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -185191.437500 Penalty: 3885.465576
	Iteration 21Q: 3 clusters Score -185191.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -185196.640625 Penalty: 3885.465576
	Iteration 22Q: 3 clusters Score -185196.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -185204.671875 Penalty: 3885.465576
	Iteration 23Q: 3 clusters Score -185204.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -185216.812500 Penalty: 3885.465576
	Iteration 24Q: 3 clusters Score -185216.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -185228.031250 Penalty: 3885.465576
	Iteration 25Q: 3 clusters Score -185228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -185234.031250 Penalty: 3885.465576
	Iteration 26Q: 3 clusters Score -185234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -185237.343750 Penalty: 3885.465576
	Iteration 27Q: 3 clusters Score -185237.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -185240.843750 Penalty: 3885.465576
	Iteration 28Q: 3 clusters Score -185240.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -185244.250000 Penalty: 3885.465576
	Iteration 29Q: 3 clusters Score -185244.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -185246.156250 Penalty: 3885.465576
	Iteration 30Q: 3 clusters Score -185246.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -185247.390625 Penalty: 3885.465576
	Iteration 31Q: 3 clusters Score -185247.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -185247.390625 Penalty: 3885.465576
	Iteration 32F: 3 clusters Score -185247.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -22268.267578 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -22268.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21037.091797 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -21037.09 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21240.410156 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -21240.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21297.414062 Penalty: 2856.415283
	Iteration 2Q: 3 clusters Score -21297.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21321.669922 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -21321.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21330.636719 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -21330.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21330.636719 Penalty: 2856.415283
	Iteration 5F: 3 clusters Score -21330.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Entering Unmasked Estep 
Score: -3202347.000000 Penalty: 2550.315918
	Iteration 0F: 2 clusters Score -3202347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -3182160.500000 Penalty: 5100.631836
	Iteration 0F: 3 clusters Score -3182160 nChanged 13174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -3189421.000000 Penalty: 5100.631836
	Iteration 1F: 3 clusters Score -3189421 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -3189980.250000 Penalty: 5100.631836
	Iteration 2Q: 3 clusters Score -3189980 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -3190512.500000 Penalty: 5100.631836
	Iteration 3Q: 3 clusters Score -3190512 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -3191070.250000 Penalty: 5100.631836
	Iteration 4Q: 3 clusters Score -3191070 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -3191598.750000 Penalty: 5100.631836
	Iteration 5Q: 3 clusters Score -3191599 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -3192142.750000 Penalty: 5100.631836
	Iteration 6Q: 3 clusters Score -3192143 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -3192712.000000 Penalty: 5100.631836
	Iteration 7Q: 3 clusters Score -3192712 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -3193354.750000 Penalty: 5100.631836
	Iteration 8Q: 3 clusters Score -3193355 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -3194042.500000 Penalty: 5100.631836
	Iteration 9Q: 3 clusters Score -3194042 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -3194794.500000 Penalty: 5100.631836
	Iteration 10Q: 3 clusters Score -3194794 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -3195575.500000 Penalty: 5100.631836
	Iteration 11Q: 3 clusters Score -3195576 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -3196279.500000 Penalty: 5100.631836
	Iteration 12Q: 3 clusters Score -3196280 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -3196914.750000 Penalty: 5100.631836
	Iteration 13Q: 3 clusters Score -3196915 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -3197507.750000 Penalty: 5100.631836
	Iteration 14Q: 3 clusters Score -3197508 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -3198043.500000 Penalty: 5100.631836
	Iteration 15Q: 3 clusters Score -3198044 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -3198535.250000 Penalty: 5100.631836
	Iteration 16Q: 3 clusters Score -3198535 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -3198954.500000 Penalty: 5100.631836
	Iteration 17Q: 3 clusters Score -3198954 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3199323.000000 Penalty: 5100.631836
	Iteration 18Q: 3 clusters Score -3199323 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -3199651.500000 Penalty: 5100.631836
	Iteration 19Q: 3 clusters Score -3199652 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3199863.000000 Penalty: 5100.631836
	Iteration 20F: 3 clusters Score -3199863 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3200031.250000 Penalty: 5100.631836
	Iteration 21Q: 3 clusters Score -3200031 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3200111.750000 Penalty: 5100.631836
	Iteration 22Q: 3 clusters Score -3200112 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3200173.000000 Penalty: 5100.631836
	Iteration 23Q: 3 clusters Score -3200173 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3200212.000000 Penalty: 5100.631836
	Iteration 24Q: 3 clusters Score -3200212 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3200245.250000 Penalty: 5100.631836
	Iteration 25Q: 3 clusters Score -3200245 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3200272.750000 Penalty: 5100.631836
	Iteration 26Q: 3 clusters Score -3200273 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3200301.500000 Penalty: 5100.631836
	Iteration 27Q: 3 clusters Score -3200302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3200304.250000 Penalty: 5100.631836
	Iteration 28Q: 3 clusters Score -3200304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3200320.250000 Penalty: 5100.631836
	Iteration 29Q: 3 clusters Score -3200320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3200324.750000 Penalty: 5100.631836
	Iteration 30Q: 3 clusters Score -3200325 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3200337.750000 Penalty: 5100.631836
	Iteration 31Q: 3 clusters Score -3200338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3200348.750000 Penalty: 5100.631836
	Iteration 32Q: 3 clusters Score -3200349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3200350.000000 Penalty: 5100.631836
	Iteration 33Q: 3 clusters Score -3200350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3200348.500000 Penalty: 5100.631836
	Iteration 34Q: 3 clusters Score -3200348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3200352.750000 Penalty: 5100.631836
	Iteration 35Q: 3 clusters Score -3200353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3200353.000000 Penalty: 5100.631836
	Iteration 36Q: 3 clusters Score -3200353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3200352.250000 Penalty: 5100.631836
	Iteration 37Q: 3 clusters Score -3200352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3200357.250000 Penalty: 5100.631836
	Iteration 38Q: 3 clusters Score -3200357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3200359.250000 Penalty: 5100.631836
	Iteration 39Q: 3 clusters Score -3200359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3200362.500000 Penalty: 5100.631836
	Iteration 40F: 3 clusters Score -3200362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3200362.000000 Penalty: 5100.631836
	Iteration 41Q: 3 clusters Score -3200362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3200361.000000 Penalty: 5100.631836
	Iteration 42Q: 3 clusters Score -3200361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3200360.250000 Penalty: 5100.631836
	Iteration 43Q: 3 clusters Score -3200360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3200364.250000 Penalty: 5100.631836
	Iteration 44Q: 3 clusters Score -3200364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3200365.750000 Penalty: 5100.631836
	Iteration 45Q: 3 clusters Score -3200366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3200364.000000 Penalty: 5100.631836
	Iteration 46Q: 3 clusters Score -3200364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3200363.750000 Penalty: 5100.631836
	Iteration 47Q: 3 clusters Score -3200364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3200365.000000 Penalty: 5100.631836
	Iteration 48Q: 3 clusters Score -3200365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3200365.500000 Penalty: 5100.631836
	Iteration 49Q: 3 clusters Score -3200366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3200365.500000 Penalty: 5100.631836
	Iteration 50F: 3 clusters Score -3200366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Entering Unmasked Estep 
Score: -1284886.750000 Penalty: 2395.651855
	Iteration 0F: 2 clusters Score -1284887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1273523.875000 Penalty: 4791.303711
	Iteration 0F: 3 clusters Score -1273524 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1277475.125000 Penalty: 4791.303711
	Iteration 1F: 3 clusters Score -1277475 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1278039.750000 Penalty: 4791.303711
	Iteration 2F: 3 clusters Score -1278040 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1278640.375000 Penalty: 4791.303711
	Iteration 3F: 3 clusters Score -1278640 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1279200.500000 Penalty: 4791.303711
	Iteration 4F: 3 clusters Score -1279200 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1279709.750000 Penalty: 4791.303711
	Iteration 5F: 3 clusters Score -1279710 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1280144.625000 Penalty: 4791.303711
	Iteration 6Q: 3 clusters Score -1280145 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1280539.625000 Penalty: 4791.303711
	Iteration 7Q: 3 clusters Score -1280540 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1280856.500000 Penalty: 4791.303711
	Iteration 8Q: 3 clusters Score -1280856 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1281128.500000 Penalty: 4791.303711
	Iteration 9Q: 3 clusters Score -1281128 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1281372.500000 Penalty: 4791.303711
	Iteration 10Q: 3 clusters Score -1281372 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1281577.250000 Penalty: 4791.303711
	Iteration 11Q: 3 clusters Score -1281577 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1281747.500000 Penalty: 4791.303711
	Iteration 12Q: 3 clusters Score -1281748 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1281877.125000 Penalty: 4791.303711
	Iteration 13Q: 3 clusters Score -1281877 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1281990.000000 Penalty: 4791.303711
	Iteration 14Q: 3 clusters Score -1281990 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1282091.125000 Penalty: 4791.303711
	Iteration 15Q: 3 clusters Score -1282091 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1282170.125000 Penalty: 4791.303711
	Iteration 16Q: 3 clusters Score -1282170 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1282234.500000 Penalty: 4791.303711
	Iteration 17Q: 3 clusters Score -1282234 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1282288.375000 Penalty: 4791.303711
	Iteration 18Q: 3 clusters Score -1282288 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1282334.000000 Penalty: 4791.303711
	Iteration 19Q: 3 clusters Score -1282334 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1282368.625000 Penalty: 4791.303711
	Iteration 20F: 3 clusters Score -1282369 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1282410.625000 Penalty: 4791.303711
	Iteration 21Q: 3 clusters Score -1282411 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1282444.500000 Penalty: 4791.303711
	Iteration 22Q: 3 clusters Score -1282444 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1282483.375000 Penalty: 4791.303711
	Iteration 23Q: 3 clusters Score -1282483 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1282517.625000 Penalty: 4791.303711
	Iteration 24Q: 3 clusters Score -1282518 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1282557.000000 Penalty: 4791.303711
	Iteration 25Q: 3 clusters Score -1282557 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1282591.625000 Penalty: 4791.303711
	Iteration 26Q: 3 clusters Score -1282592 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1282633.750000 Penalty: 4791.303711
	Iteration 27Q: 3 clusters Score -1282634 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1282666.250000 Penalty: 4791.303711
	Iteration 28Q: 3 clusters Score -1282666 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1282698.000000 Penalty: 4791.303711
	Iteration 29Q: 3 clusters Score -1282698 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1282725.125000 Penalty: 4791.303711
	Iteration 30Q: 3 clusters Score -1282725 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1282747.125000 Penalty: 4791.303711
	Iteration 31Q: 3 clusters Score -1282747 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1282762.125000 Penalty: 4791.303711
	Iteration 32Q: 3 clusters Score -1282762 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1282770.125000 Penalty: 4791.303711
	Iteration 33Q: 3 clusters Score -1282770 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1282776.875000 Penalty: 4791.303711
	Iteration 34Q: 3 clusters Score -1282777 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1282797.625000 Penalty: 4791.303711
	Iteration 35Q: 3 clusters Score -1282798 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1282805.000000 Penalty: 4791.303711
	Iteration 36Q: 3 clusters Score -1282805 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1282818.000000 Penalty: 4791.303711
	Iteration 37Q: 3 clusters Score -1282818 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1282826.500000 Penalty: 4791.303711
	Iteration 38Q: 3 clusters Score -1282826 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1282837.625000 Penalty: 4791.303711
	Iteration 39Q: 3 clusters Score -1282838 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1282852.125000 Penalty: 4791.303711
	Iteration 40F: 3 clusters Score -1282852 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1282865.500000 Penalty: 4791.303711
	Iteration 41Q: 3 clusters Score -1282866 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1282878.000000 Penalty: 4791.303711
	Iteration 42Q: 3 clusters Score -1282878 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1282896.000000 Penalty: 4791.303711
	Iteration 43Q: 3 clusters Score -1282896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -1282900.625000 Penalty: 4791.303711
	Iteration 44Q: 3 clusters Score -1282901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1282907.750000 Penalty: 4791.303711
	Iteration 45Q: 3 clusters Score -1282908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1282910.750000 Penalty: 4791.303711
	Iteration 46Q: 3 clusters Score -1282911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1282917.125000 Penalty: 4791.303711
	Iteration 47Q: 3 clusters Score -1282917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1282923.500000 Penalty: 4791.303711
	Iteration 48Q: 3 clusters Score -1282924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1282929.750000 Penalty: 4791.303711
	Iteration 49Q: 3 clusters Score -1282930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1282931.000000 Penalty: 4791.303711
	Iteration 50Q: 3 clusters Score -1282931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1282934.625000 Penalty: 4791.303711
	Iteration 51Q: 3 clusters Score -1282935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1282937.500000 Penalty: 4791.303711
	Iteration 52Q: 3 clusters Score -1282938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1282946.375000 Penalty: 4791.303711
	Iteration 53Q: 3 clusters Score -1282946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -1282954.500000 Penalty: 4791.303711
	Iteration 54Q: 3 clusters Score -1282954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1282956.875000 Penalty: 4791.303711
	Iteration 55Q: 3 clusters Score -1282957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1282966.250000 Penalty: 4791.303711
	Iteration 56Q: 3 clusters Score -1282966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1282968.000000 Penalty: 4791.303711
	Iteration 57Q: 3 clusters Score -1282968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1282972.750000 Penalty: 4791.303711
	Iteration 58Q: 3 clusters Score -1282973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1282975.125000 Penalty: 4791.303711
	Iteration 59Q: 3 clusters Score -1282975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -1282976.625000 Penalty: 4791.303711
	Iteration 60F: 3 clusters Score -1282977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1282979.750000 Penalty: 4791.303711
	Iteration 61Q: 3 clusters Score -1282980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1282978.125000 Penalty: 4791.303711
	Iteration 62Q: 3 clusters Score -1282978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1282980.750000 Penalty: 4791.303711
	Iteration 63Q: 3 clusters Score -1282981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1282980.375000 Penalty: 4791.303711
	Iteration 64Q: 3 clusters Score -1282980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1282983.500000 Penalty: 4791.303711
	Iteration 65Q: 3 clusters Score -1282984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1282982.000000 Penalty: 4791.303711
	Iteration 66Q: 3 clusters Score -1282982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1282985.000000 Penalty: 4791.303711
	Iteration 67Q: 3 clusters Score -1282985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1282986.250000 Penalty: 4791.303711
	Iteration 68Q: 3 clusters Score -1282986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1282985.625000 Penalty: 4791.303711
	Iteration 69Q: 3 clusters Score -1282986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1282987.000000 Penalty: 4791.303711
	Iteration 70Q: 3 clusters Score -1282987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1282991.125000 Penalty: 4791.303711
	Iteration 71Q: 3 clusters Score -1282991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1282991.000000 Penalty: 4791.303711
	Iteration 72Q: 3 clusters Score -1282991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1282992.125000 Penalty: 4791.303711
	Iteration 73Q: 3 clusters Score -1282992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1282992.125000 Penalty: 4791.303711
	Iteration 74F: 3 clusters Score -1282992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -247802.937500 Penalty: 1911.908447
	Iteration 0F: 2 clusters Score -247802.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -245022.328125 Penalty: 3823.816895
	Iteration 0F: 3 clusters Score -245022.3 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -245515.984375 Penalty: 3823.816895
	Iteration 1F: 3 clusters Score -245516 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -245619.140625 Penalty: 3823.816895
	Iteration 2F: 3 clusters Score -245619.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -245678.796875 Penalty: 3823.816895
	Iteration 3Q: 3 clusters Score -245678.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -245728.640625 Penalty: 3823.816895
	Iteration 4Q: 3 clusters Score -245728.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -245766.765625 Penalty: 3823.816895
	Iteration 5Q: 3 clusters Score -245766.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -245785.265625 Penalty: 3823.816895
	Iteration 6Q: 3 clusters Score -245785.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -245799.359375 Penalty: 3823.816895
	Iteration 7Q: 3 clusters Score -245799.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -245811.921875 Penalty: 3823.816895
	Iteration 8Q: 3 clusters Score -245811.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -245817.718750 Penalty: 3823.816895
	Iteration 9Q: 3 clusters Score -245817.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -245821.640625 Penalty: 3823.816895
	Iteration 10Q: 3 clusters Score -245821.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -245826.718750 Penalty: 3823.816895
	Iteration 11Q: 3 clusters Score -245826.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -245829.484375 Penalty: 3823.816895
	Iteration 12Q: 3 clusters Score -245829.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -245835.593750 Penalty: 3823.816895
	Iteration 13Q: 3 clusters Score -245835.6 nChanged 8
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: -245839.781250 Penalty: 3823.816895
	Iteration 14Q: 3 clusters Score -245839.8 nChanged 8
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: -245842.968750 Penalty: 3823.816895
	Iteration 15Q: 3 clusters Score -245843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -245847.093750 Penalty: 3823.816895
	Iteration 16Q: 3 clusters Score -245847.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -245849.406250 Penalty: 3823.816895
	Iteration 17Q: 3 clusters Score -245849.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -245852.140625 Penalty: 3823.816895
	Iteration 18Q: 3 clusters Score -245852.1 nChanged 7
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: -245856.234375 Penalty: 3823.816895
	Iteration 19Q: 3 clusters Score -245856.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -245859.750000 Penalty: 3823.816895
	Iteration 20F: 3 clusters Score -245859.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -245863.656250 Penalty: 3823.816895
	Iteration 21Q: 3 clusters Score -245863.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -245866.343750 Penalty: 3823.816895
	Iteration 22Q: 3 clusters Score -245866.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -245869.218750 Penalty: 3823.816895
	Iteration 23Q: 3 clusters Score -245869.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -245873.281250 Penalty: 3823.816895
	Iteration 24Q: 3 clusters Score -245873.3 nChanged 2
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: -245874.281250 Penalty: 3823.816895
	Iteration 25Q: 3 clusters Score -245874.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -245875.046875 Penalty: 3823.816895
	Iteration 26Q: 3 clusters Score -245875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -245875.046875 Penalty: 3823.816895
	Iteration 27F: 3 clusters Score -245875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Entering Unmasked Estep 
Score: -3176315.750000 Penalty: 2550.078613
	Iteration 0F: 2 clusters Score -3176316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -3156193.750000 Penalty: 5100.157227
	Iteration 0F: 3 clusters Score -3156194 nChanged 13169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -3163205.750000 Penalty: 5100.157227
	Iteration 1F: 3 clusters Score -3163206 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -3163788.750000 Penalty: 5100.157227
	Iteration 2Q: 3 clusters Score -3163789 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -3164531.750000 Penalty: 5100.157227
	Iteration 3F: 3 clusters Score -3164532 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -3165554.500000 Penalty: 5100.157227
	Iteration 4F: 3 clusters Score -3165554 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -3167093.500000 Penalty: 5100.157227
	Iteration 5F: 3 clusters Score -3167094 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -3169274.000000 Penalty: 5100.157227
	Iteration 6F: 3 clusters Score -3169274 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -3171558.500000 Penalty: 5100.157227
	Iteration 7F: 3 clusters Score -3171558 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -3173225.750000 Penalty: 5100.157227
	Iteration 8F: 3 clusters Score -3173226 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3174253.000000 Penalty: 5100.157227
	Iteration 9Q: 3 clusters Score -3174253 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3174823.750000 Penalty: 5100.157227
	Iteration 10Q: 3 clusters Score -3174824 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3175095.000000 Penalty: 5100.157227
	Iteration 11Q: 3 clusters Score -3175095 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3175198.000000 Penalty: 5100.157227
	Iteration 12Q: 3 clusters Score -3175198 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3175249.000000 Penalty: 5100.157227
	Iteration 13Q: 3 clusters Score -3175249 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3175273.750000 Penalty: 5100.157227
	Iteration 14Q: 3 clusters Score -3175274 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3175287.250000 Penalty: 5100.157227
	Iteration 15Q: 3 clusters Score -3175287 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3175299.500000 Penalty: 5100.157227
	Iteration 16Q: 3 clusters Score -3175300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3175313.250000 Penalty: 5100.157227
	Iteration 17Q: 3 clusters Score -3175313 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3175314.500000 Penalty: 5100.157227
	Iteration 18Q: 3 clusters Score -3175314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3175319.250000 Penalty: 5100.157227
	Iteration 19Q: 3 clusters Score -3175319 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3175326.000000 Penalty: 5100.157227
	Iteration 20F: 3 clusters Score -3175326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3175334.250000 Penalty: 5100.157227
	Iteration 21Q: 3 clusters Score -3175334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3175336.000000 Penalty: 5100.157227
	Iteration 22Q: 3 clusters Score -3175336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3175339.000000 Penalty: 5100.157227
	Iteration 23Q: 3 clusters Score -3175339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3175348.500000 Penalty: 5100.157227
	Iteration 24Q: 3 clusters Score -3175348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3175347.750000 Penalty: 5100.157227
	Iteration 25Q: 3 clusters Score -3175348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3175343.500000 Penalty: 5100.157227
	Iteration 26Q: 3 clusters Score -3175344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3175343.500000 Penalty: 5100.157227
	Iteration 27Q: 3 clusters Score -3175344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3175348.000000 Penalty: 5100.157227
	Iteration 28Q: 3 clusters Score -3175348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3175344.750000 Penalty: 5100.157227
	Iteration 29Q: 3 clusters Score -3175345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3175344.750000 Penalty: 5100.157227
	Iteration 30Q: 3 clusters Score -3175345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3175344.500000 Penalty: 5100.157227
	Iteration 31Q: 3 clusters Score -3175344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3175344.500000 Penalty: 5100.157227
	Iteration 32Q: 3 clusters Score -3175344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3175345.750000 Penalty: 5100.157227
	Iteration 33Q: 3 clusters Score -3175346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3175343.750000 Penalty: 5100.157227
	Iteration 34Q: 3 clusters Score -3175344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3175343.000000 Penalty: 5100.157227
	Iteration 35Q: 3 clusters Score -3175343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3175343.000000 Penalty: 5100.157227
	Iteration 36F: 3 clusters Score -3175343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (38209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Entering Unmasked Estep 
Score: -4140009.500000 Penalty: 2616.604980
	Iteration 0F: 2 clusters Score -4140010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -4114116.000000 Penalty: 5233.209961
	Iteration 0F: 3 clusters Score -4114116 nChanged 17486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -4124088.250000 Penalty: 5233.209961
	Iteration 1F: 3 clusters Score -4124088 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -4125012.250000 Penalty: 5233.209961
	Iteration 2F: 3 clusters Score -4125012 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -4126263.000000 Penalty: 5233.209961
	Iteration 3F: 3 clusters Score -4126263 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -4128047.500000 Penalty: 5233.209961
	Iteration 4F: 3 clusters Score -4128048 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -4130418.500000 Penalty: 5233.209961
	Iteration 5F: 3 clusters Score -4130418 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -4133034.500000 Penalty: 5233.209961
	Iteration 6F: 3 clusters Score -4133034 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -4135255.250000 Penalty: 5233.209961
	Iteration 7F: 3 clusters Score -4135255 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -4136751.500000 Penalty: 5233.209961
	Iteration 8F: 3 clusters Score -4136752 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -4137585.250000 Penalty: 5233.209961
	Iteration 9Q: 3 clusters Score -4137585 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -4138023.500000 Penalty: 5233.209961
	Iteration 10Q: 3 clusters Score -4138024 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -4138310.500000 Penalty: 5233.209961
	Iteration 11Q: 3 clusters Score -4138310 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -4138501.750000 Penalty: 5233.209961
	Iteration 12Q: 3 clusters Score -4138502 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -4138628.250000 Penalty: 5233.209961
	Iteration 13Q: 3 clusters Score -4138628 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -4138749.000000 Penalty: 5233.209961
	Iteration 14Q: 3 clusters Score -4138749 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -4138832.500000 Penalty: 5233.209961
	Iteration 15Q: 3 clusters Score -4138832 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -4138912.500000 Penalty: 5233.209961
	Iteration 16Q: 3 clusters Score -4138912 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -4139010.750000 Penalty: 5233.209961
	Iteration 17Q: 3 clusters Score -4139011 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -4139056.500000 Penalty: 5233.209961
	Iteration 18Q: 3 clusters Score -4139056 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -4139127.250000 Penalty: 5233.209961
	Iteration 19Q: 3 clusters Score -4139127 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -4139158.000000 Penalty: 5233.209961
	Iteration 20F: 3 clusters Score -4139158 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -4139222.750000 Penalty: 5233.209961
	Iteration 21Q: 3 clusters Score -4139223 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -4139237.000000 Penalty: 5233.209961
	Iteration 22Q: 3 clusters Score -4139237 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -4139269.250000 Penalty: 5233.209961
	Iteration 23Q: 3 clusters Score -4139269 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -4139282.500000 Penalty: 5233.209961
	Iteration 24Q: 3 clusters Score -4139282 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -4139290.500000 Penalty: 5233.209961
	Iteration 25Q: 3 clusters Score -4139290 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -4139309.500000 Penalty: 5233.209961
	Iteration 26Q: 3 clusters Score -4139310 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -4139332.500000 Penalty: 5233.209961
	Iteration 27Q: 3 clusters Score -4139332 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -4139326.000000 Penalty: 5233.209961
	Iteration 28Q: 3 clusters Score -4139326 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -4139337.750000 Penalty: 5233.209961
	Iteration 29Q: 3 clusters Score -4139338 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -4139342.250000 Penalty: 5233.209961
	Iteration 30Q: 3 clusters Score -4139342 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -4139344.750000 Penalty: 5233.209961
	Iteration 31Q: 3 clusters Score -4139345 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -4139342.500000 Penalty: 5233.209961
	Iteration 32Q: 3 clusters Score -4139342 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -4139352.250000 Penalty: 5233.209961
	Iteration 33Q: 3 clusters Score -4139352 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -4139353.000000 Penalty: 5233.209961
	Iteration 34Q: 3 clusters Score -4139353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -4139352.500000 Penalty: 5233.209961
	Iteration 35Q: 3 clusters Score -4139352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -4139358.250000 Penalty: 5233.209961
	Iteration 36Q: 3 clusters Score -4139358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -4139358.250000 Penalty: 5233.209961
	Iteration 37Q: 3 clusters Score -4139358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -4139367.000000 Penalty: 5233.209961
	Iteration 38Q: 3 clusters Score -4139367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -4139363.750000 Penalty: 5233.209961
	Iteration 39Q: 3 clusters Score -4139364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -4139361.000000 Penalty: 5233.209961
	Iteration 40F: 3 clusters Score -4139361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -4139362.250000 Penalty: 5233.209961
	Iteration 41Q: 3 clusters Score -4139362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -4139367.500000 Penalty: 5233.209961
	Iteration 42Q: 3 clusters Score -4139368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -4139366.250000 Penalty: 5233.209961
	Iteration 43Q: 3 clusters Score -4139366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -4139358.500000 Penalty: 5233.209961
	Iteration 44Q: 3 clusters Score -4139358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -4139360.750000 Penalty: 5233.209961
	Iteration 45Q: 3 clusters Score -4139361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -4139368.250000 Penalty: 5233.209961
	Iteration 46Q: 3 clusters Score -4139368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -4139361.500000 Penalty: 5233.209961
	Iteration 47Q: 3 clusters Score -4139362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -4139361.250000 Penalty: 5233.209961
	Iteration 48Q: 3 clusters Score -4139361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -4139362.250000 Penalty: 5233.209961
	Iteration 49Q: 3 clusters Score -4139362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -4139359.500000 Penalty: 5233.209961
	Iteration 50Q: 3 clusters Score -4139360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -4139356.500000 Penalty: 5233.209961
	Iteration 51Q: 3 clusters Score -4139356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -4139358.250000 Penalty: 5233.209961
	Iteration 52Q: 3 clusters Score -4139358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -4139356.000000 Penalty: 5233.209961
	Iteration 53Q: 3 clusters Score -4139356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -4139355.000000 Penalty: 5233.209961
	Iteration 54Q: 3 clusters Score -4139355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -4139361.500000 Penalty: 5233.209961
	Iteration 55Q: 3 clusters Score -4139362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -4139356.250000 Penalty: 5233.209961
	Iteration 56Q: 3 clusters Score -4139356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -4139359.000000 Penalty: 5233.209961
	Iteration 57Q: 3 clusters Score -4139359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -4139365.500000 Penalty: 5233.209961
	Iteration 58Q: 3 clusters Score -4139366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -4139368.750000 Penalty: 5233.209961
	Iteration 59Q: 3 clusters Score -4139369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -4139374.500000 Penalty: 5233.209961
	Iteration 60F: 3 clusters Score -4139374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -4139375.500000 Penalty: 5233.209961
	Iteration 61Q: 3 clusters Score -4139376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -4139377.750000 Penalty: 5233.209961
	Iteration 62Q: 3 clusters Score -4139378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -4139384.250000 Penalty: 5233.209961
	Iteration 63Q: 3 clusters Score -4139384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -4139385.000000 Penalty: 5233.209961
	Iteration 64Q: 3 clusters Score -4139385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -4139386.000000 Penalty: 5233.209961
	Iteration 65Q: 3 clusters Score -4139386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -4139380.250000 Penalty: 5233.209961
	Iteration 66Q: 3 clusters Score -4139380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -4139386.500000 Penalty: 5233.209961
	Iteration 67Q: 3 clusters Score -4139386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -4139384.250000 Penalty: 5233.209961
	Iteration 68Q: 3 clusters Score -4139384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -4139382.500000 Penalty: 5233.209961
	Iteration 69Q: 3 clusters Score -4139382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -4139389.000000 Penalty: 5233.209961
	Iteration 70Q: 3 clusters Score -4139389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -4139378.250000 Penalty: 5233.209961
	Iteration 71Q: 3 clusters Score -4139378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -4139379.500000 Penalty: 5233.209961
	Iteration 72Q: 3 clusters Score -4139380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -4139380.000000 Penalty: 5233.209961
	Iteration 73Q: 3 clusters Score -4139380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -4139377.750000 Penalty: 5233.209961
	Iteration 74Q: 3 clusters Score -4139378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -4139377.750000 Penalty: 5233.209961
	Iteration 75F: 3 clusters Score -4139378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Entering Unmasked Estep 
Score: -342239.562500 Penalty: 2034.351562
	Iteration 0F: 2 clusters Score -342239.6 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 1797 members 
Entering Unmasked Estep 
Score: -338640.875000 Penalty: 4068.703125
	Iteration 0F: 3 clusters Score -338640.9 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -339385.593750 Penalty: 4068.703125
	Iteration 1F: 3 clusters Score -339385.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -339554.031250 Penalty: 4068.703125
	Iteration 2F: 3 clusters Score -339554 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -339679.625000 Penalty: 4068.703125
	Iteration 3Q: 3 clusters Score -339679.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -339767.687500 Penalty: 4068.703125
	Iteration 4Q: 3 clusters Score -339767.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -339837.781250 Penalty: 4068.703125
	Iteration 5Q: 3 clusters Score -339837.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -339885.218750 Penalty: 4068.703125
	Iteration 6Q: 3 clusters Score -339885.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -339929.000000 Penalty: 4068.703125
	Iteration 7Q: 3 clusters Score -339929 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -339965.718750 Penalty: 4068.703125
	Iteration 8Q: 3 clusters Score -339965.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -340011.437500 Penalty: 4068.703125
	Iteration 9Q: 3 clusters Score -340011.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -340056.156250 Penalty: 4068.703125
	Iteration 10Q: 3 clusters Score -340056.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -340119.343750 Penalty: 4068.703125
	Iteration 11Q: 3 clusters Score -340119.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -340181.750000 Penalty: 4068.703125
	Iteration 12Q: 3 clusters Score -340181.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -340253.187500 Penalty: 4068.703125
	Iteration 13Q: 3 clusters Score -340253.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -340320.343750 Penalty: 4068.703125
	Iteration 14Q: 3 clusters Score -340320.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -340366.750000 Penalty: 4068.703125
	Iteration 15Q: 3 clusters Score -340366.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -340401.343750 Penalty: 4068.703125
	Iteration 16Q: 3 clusters Score -340401.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -340434.687500 Penalty: 4068.703125
	Iteration 17Q: 3 clusters Score -340434.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -340459.062500 Penalty: 4068.703125
	Iteration 18Q: 3 clusters Score -340459.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -340478.375000 Penalty: 4068.703125
	Iteration 19Q: 3 clusters Score -340478.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -340505.187500 Penalty: 4068.703125
	Iteration 20F: 3 clusters Score -340505.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -340530.312500 Penalty: 4068.703125
	Iteration 21Q: 3 clusters Score -340530.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -340557.250000 Penalty: 4068.703125
	Iteration 22Q: 3 clusters Score -340557.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -340577.156250 Penalty: 4068.703125
	Iteration 23Q: 3 clusters Score -340577.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -340596.125000 Penalty: 4068.703125
	Iteration 24Q: 3 clusters Score -340596.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -340611.343750 Penalty: 4068.703125
	Iteration 25Q: 3 clusters Score -340611.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -340621.593750 Penalty: 4068.703125
	Iteration 26Q: 3 clusters Score -340621.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -340629.781250 Penalty: 4068.703125
	Iteration 27Q: 3 clusters Score -340629.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -340639.625000 Penalty: 4068.703125
	Iteration 28Q: 3 clusters Score -340639.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -340644.062500 Penalty: 4068.703125
	Iteration 29Q: 3 clusters Score -340644.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -340647.312500 Penalty: 4068.703125
	Iteration 30Q: 3 clusters Score -340647.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -340651.343750 Penalty: 4068.703125
	Iteration 31Q: 3 clusters Score -340651.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -340655.812500 Penalty: 4068.703125
	Iteration 32Q: 3 clusters Score -340655.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -340657.968750 Penalty: 4068.703125
	Iteration 33Q: 3 clusters Score -340658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -340659.500000 Penalty: 4068.703125
	Iteration 34Q: 3 clusters Score -340659.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -340660.187500 Penalty: 4068.703125
	Iteration 35Q: 3 clusters Score -340660.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -340661.625000 Penalty: 4068.703125
	Iteration 36Q: 3 clusters Score -340661.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -340662.562500 Penalty: 4068.703125
	Iteration 37Q: 3 clusters Score -340662.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -340663.625000 Penalty: 4068.703125
	Iteration 38Q: 3 clusters Score -340663.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -340664.500000 Penalty: 4068.703125
	Iteration 39Q: 3 clusters Score -340664.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -340664.875000 Penalty: 4068.703125
	Iteration 40F: 3 clusters Score -340664.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -340668.031250 Penalty: 4068.703125
	Iteration 41Q: 3 clusters Score -340668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -340669.812500 Penalty: 4068.703125
	Iteration 42Q: 3 clusters Score -340669.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -340670.906250 Penalty: 4068.703125
	Iteration 43Q: 3 clusters Score -340670.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -340670.718750 Penalty: 4068.703125
	Iteration 44Q: 3 clusters Score -340670.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -340672.406250 Penalty: 4068.703125
	Iteration 45Q: 3 clusters Score -340672.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -340672.500000 Penalty: 4068.703125
	Iteration 46Q: 3 clusters Score -340672.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -340673.531250 Penalty: 4068.703125
	Iteration 47Q: 3 clusters Score -340673.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -340673.531250 Penalty: 4068.703125
	Iteration 48F: 3 clusters Score -340673.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Entering Unmasked Estep 
Score: -420989.968750 Penalty: 2070.143555
	Iteration 0F: 2 clusters Score -420990 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 2128 members 
Entering Unmasked Estep 
Score: -416972.343750 Penalty: 4140.287109
	Iteration 0F: 3 clusters Score -416972.3 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -417928.562500 Penalty: 4140.287109
	Iteration 1F: 3 clusters Score -417928.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -418148.250000 Penalty: 4140.287109
	Iteration 2F: 3 clusters Score -418148.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -418319.656250 Penalty: 4140.287109
	Iteration 3F: 3 clusters Score -418319.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -418473.593750 Penalty: 4140.287109
	Iteration 4Q: 3 clusters Score -418473.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -418641.031250 Penalty: 4140.287109
	Iteration 5Q: 3 clusters Score -418641 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -418822.343750 Penalty: 4140.287109
	Iteration 6Q: 3 clusters Score -418822.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -418970.750000 Penalty: 4140.287109
	Iteration 7Q: 3 clusters Score -418970.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -419133.843750 Penalty: 4140.287109
	Iteration 8Q: 3 clusters Score -419133.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -419257.906250 Penalty: 4140.287109
	Iteration 9Q: 3 clusters Score -419257.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -419352.437500 Penalty: 4140.287109
	Iteration 10Q: 3 clusters Score -419352.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -419429.031250 Penalty: 4140.287109
	Iteration 11Q: 3 clusters Score -419429 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -419488.750000 Penalty: 4140.287109
	Iteration 12Q: 3 clusters Score -419488.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -419537.906250 Penalty: 4140.287109
	Iteration 13Q: 3 clusters Score -419537.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -419582.843750 Penalty: 4140.287109
	Iteration 14Q: 3 clusters Score -419582.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -419614.500000 Penalty: 4140.287109
	Iteration 15Q: 3 clusters Score -419614.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -419642.250000 Penalty: 4140.287109
	Iteration 16Q: 3 clusters Score -419642.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -419674.343750 Penalty: 4140.287109
	Iteration 17Q: 3 clusters Score -419674.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -419701.718750 Penalty: 4140.287109
	Iteration 18Q: 3 clusters Score -419701.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -419722.281250 Penalty: 4140.287109
	Iteration 19Q: 3 clusters Score -419722.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -419735.093750 Penalty: 4140.287109
	Iteration 20F: 3 clusters Score -419735.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -419744.531250 Penalty: 4140.287109
	Iteration 21Q: 3 clusters Score -419744.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -419747.843750 Penalty: 4140.287109
	Iteration 22Q: 3 clusters Score -419747.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -419753.281250 Penalty: 4140.287109
	Iteration 23Q: 3 clusters Score -419753.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -419756.062500 Penalty: 4140.287109
	Iteration 24Q: 3 clusters Score -419756.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -419756.937500 Penalty: 4140.287109
	Iteration 25Q: 3 clusters Score -419756.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -419758.843750 Penalty: 4140.287109
	Iteration 26Q: 3 clusters Score -419758.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -419759.093750 Penalty: 4140.287109
	Iteration 27Q: 3 clusters Score -419759.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -419759.937500 Penalty: 4140.287109
	Iteration 28Q: 3 clusters Score -419759.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -419759.406250 Penalty: 4140.287109
	Iteration 29Q: 3 clusters Score -419759.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -419759.406250 Penalty: 4140.287109
	Iteration 30F: 3 clusters Score -419759.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Entering Unmasked Estep 
Score: -589247.875000 Penalty: 2136.980713
	Iteration 0F: 2 clusters Score -589247.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -584428.562500 Penalty: 4273.961426
	Iteration 0F: 3 clusters Score -584428.6 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -585763.625000 Penalty: 4273.961426
	Iteration 1F: 3 clusters Score -585763.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -586112.250000 Penalty: 4273.961426
	Iteration 2F: 3 clusters Score -586112.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -586322.500000 Penalty: 4273.961426
	Iteration 3F: 3 clusters Score -586322.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -586480.000000 Penalty: 4273.961426
	Iteration 4Q: 3 clusters Score -586480 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -586581.000000 Penalty: 4273.961426
	Iteration 5Q: 3 clusters Score -586581 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -586664.375000 Penalty: 4273.961426
	Iteration 6Q: 3 clusters Score -586664.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -586717.062500 Penalty: 4273.961426
	Iteration 7Q: 3 clusters Score -586717.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -586766.187500 Penalty: 4273.961426
	Iteration 8Q: 3 clusters Score -586766.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -586799.687500 Penalty: 4273.961426
	Iteration 9Q: 3 clusters Score -586799.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -586840.187500 Penalty: 4273.961426
	Iteration 10Q: 3 clusters Score -586840.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -586879.687500 Penalty: 4273.961426
	Iteration 11Q: 3 clusters Score -586879.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -586928.937500 Penalty: 4273.961426
	Iteration 12Q: 3 clusters Score -586928.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -586992.875000 Penalty: 4273.961426
	Iteration 13Q: 3 clusters Score -586992.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -587076.937500 Penalty: 4273.961426
	Iteration 14Q: 3 clusters Score -587076.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -587164.625000 Penalty: 4273.961426
	Iteration 15Q: 3 clusters Score -587164.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -587268.812500 Penalty: 4273.961426
	Iteration 16Q: 3 clusters Score -587268.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -587364.062500 Penalty: 4273.961426
	Iteration 17Q: 3 clusters Score -587364.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -587443.687500 Penalty: 4273.961426
	Iteration 18Q: 3 clusters Score -587443.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -587539.062500 Penalty: 4273.961426
	Iteration 19Q: 3 clusters Score -587539.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -587641.625000 Penalty: 4273.961426
	Iteration 20F: 3 clusters Score -587641.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -587735.875000 Penalty: 4273.961426
	Iteration 21Q: 3 clusters Score -587735.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -587816.562500 Penalty: 4273.961426
	Iteration 22Q: 3 clusters Score -587816.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -587877.062500 Penalty: 4273.961426
	Iteration 23Q: 3 clusters Score -587877.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -587923.812500 Penalty: 4273.961426
	Iteration 24Q: 3 clusters Score -587923.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -587961.937500 Penalty: 4273.961426
	Iteration 25Q: 3 clusters Score -587961.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -587985.375000 Penalty: 4273.961426
	Iteration 26Q: 3 clusters Score -587985.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -588009.750000 Penalty: 4273.961426
	Iteration 27Q: 3 clusters Score -588009.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -588041.437500 Penalty: 4273.961426
	Iteration 28Q: 3 clusters Score -588041.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -588066.687500 Penalty: 4273.961426
	Iteration 29Q: 3 clusters Score -588066.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -588087.500000 Penalty: 4273.961426
	Iteration 30Q: 3 clusters Score -588087.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -588098.562500 Penalty: 4273.961426
	Iteration 31Q: 3 clusters Score -588098.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -588107.625000 Penalty: 4273.961426
	Iteration 32Q: 3 clusters Score -588107.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -588117.375000 Penalty: 4273.961426
	Iteration 33Q: 3 clusters Score -588117.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -588124.062500 Penalty: 4273.961426
	Iteration 34Q: 3 clusters Score -588124.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -588132.062500 Penalty: 4273.961426
	Iteration 35Q: 3 clusters Score -588132.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -588144.250000 Penalty: 4273.961426
	Iteration 36Q: 3 clusters Score -588144.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -588155.937500 Penalty: 4273.961426
	Iteration 37Q: 3 clusters Score -588155.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -588169.625000 Penalty: 4273.961426
	Iteration 38Q: 3 clusters Score -588169.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -588182.750000 Penalty: 4273.961426
	Iteration 39Q: 3 clusters Score -588182.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -588196.500000 Penalty: 4273.961426
	Iteration 40F: 3 clusters Score -588196.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -588219.312500 Penalty: 4273.961426
	Iteration 41Q: 3 clusters Score -588219.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -588248.062500 Penalty: 4273.961426
	Iteration 42Q: 3 clusters Score -588248.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -588281.500000 Penalty: 4273.961426
	Iteration 43Q: 3 clusters Score -588281.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -588331.750000 Penalty: 4273.961426
	Iteration 44Q: 3 clusters Score -588331.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -588387.312500 Penalty: 4273.961426
	Iteration 45Q: 3 clusters Score -588387.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -588439.000000 Penalty: 4273.961426
	Iteration 46Q: 3 clusters Score -588439 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -588489.500000 Penalty: 4273.961426
	Iteration 47Q: 3 clusters Score -588489.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -588518.062500 Penalty: 4273.961426
	Iteration 48Q: 3 clusters Score -588518.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -588539.625000 Penalty: 4273.961426
	Iteration 49Q: 3 clusters Score -588539.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -588556.562500 Penalty: 4273.961426
	Iteration 50Q: 3 clusters Score -588556.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -588565.187500 Penalty: 4273.961426
	Iteration 51Q: 3 clusters Score -588565.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -588567.312500 Penalty: 4273.961426
	Iteration 52Q: 3 clusters Score -588567.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -588568.875000 Penalty: 4273.961426
	Iteration 53Q: 3 clusters Score -588568.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -588569.562500 Penalty: 4273.961426
	Iteration 54Q: 3 clusters Score -588569.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -588570.000000 Penalty: 4273.961426
	Iteration 55Q: 3 clusters Score -588570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -588570.000000 Penalty: 4273.961426
	Iteration 56F: 3 clusters Score -588570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Entering Unmasked Estep 
Score: -9719.541992 Penalty: 1187.297974
	Iteration 0F: 2 clusters Score -9719.542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8773.861328 Penalty: 2374.595947
	Iteration 0F: 3 clusters Score -8773.861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8816.968750 Penalty: 2374.595947
	Iteration 1Q: 3 clusters Score -8816.969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8816.968750 Penalty: 2374.595947
	Iteration 2F: 3 clusters Score -8816.969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (22435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Entering Unmasked Estep 
Score: -2151693.250000 Penalty: 2484.557617
	Iteration 0F: 2 clusters Score -2151693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2136102.000000 Penalty: 4969.115234
	Iteration 0F: 3 clusters Score -2136102 nChanged 9937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2141660.250000 Penalty: 4969.115234
	Iteration 1F: 3 clusters Score -2141660 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -2142635.250000 Penalty: 4969.115234
	Iteration 2F: 3 clusters Score -2142635 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2143530.500000 Penalty: 4969.115234
	Iteration 3F: 3 clusters Score -2143530 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2144373.750000 Penalty: 4969.115234
	Iteration 4F: 3 clusters Score -2144374 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2145100.000000 Penalty: 4969.115234
	Iteration 5F: 3 clusters Score -2145100 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2145642.000000 Penalty: 4969.115234
	Iteration 6F: 3 clusters Score -2145642 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -2146045.500000 Penalty: 4969.115234
	Iteration 7Q: 3 clusters Score -2146046 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2146342.000000 Penalty: 4969.115234
	Iteration 8Q: 3 clusters Score -2146342 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2146651.000000 Penalty: 4969.115234
	Iteration 9Q: 3 clusters Score -2146651 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2146964.250000 Penalty: 4969.115234
	Iteration 10Q: 3 clusters Score -2146964 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -2147275.250000 Penalty: 4969.115234
	Iteration 11Q: 3 clusters Score -2147275 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2147532.000000 Penalty: 4969.115234
	Iteration 12Q: 3 clusters Score -2147532 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2147712.750000 Penalty: 4969.115234
	Iteration 13Q: 3 clusters Score -2147713 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2147834.250000 Penalty: 4969.115234
	Iteration 14Q: 3 clusters Score -2147834 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -2147940.250000 Penalty: 4969.115234
	Iteration 15Q: 3 clusters Score -2147940 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2148015.000000 Penalty: 4969.115234
	Iteration 16Q: 3 clusters Score -2148015 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2148071.500000 Penalty: 4969.115234
	Iteration 17Q: 3 clusters Score -2148072 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2148111.000000 Penalty: 4969.115234
	Iteration 18Q: 3 clusters Score -2148111 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2148153.250000 Penalty: 4969.115234
	Iteration 19Q: 3 clusters Score -2148153 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2148180.000000 Penalty: 4969.115234
	Iteration 20F: 3 clusters Score -2148180 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2148182.250000 Penalty: 4969.115234
	Iteration 21Q: 3 clusters Score -2148182 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -2148199.250000 Penalty: 4969.115234
	Iteration 22Q: 3 clusters Score -2148199 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2148228.000000 Penalty: 4969.115234
	Iteration 23Q: 3 clusters Score -2148228 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2148229.250000 Penalty: 4969.115234
	Iteration 24Q: 3 clusters Score -2148229 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2148243.250000 Penalty: 4969.115234
	Iteration 25Q: 3 clusters Score -2148243 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2148263.000000 Penalty: 4969.115234
	Iteration 26Q: 3 clusters Score -2148263 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2148284.500000 Penalty: 4969.115234
	Iteration 27Q: 3 clusters Score -2148284 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -2148299.250000 Penalty: 4969.115234
	Iteration 28Q: 3 clusters Score -2148299 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2148310.250000 Penalty: 4969.115234
	Iteration 29Q: 3 clusters Score -2148310 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -2148324.750000 Penalty: 4969.115234
	Iteration 30Q: 3 clusters Score -2148325 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -2148346.250000 Penalty: 4969.115234
	Iteration 31Q: 3 clusters Score -2148346 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2148365.500000 Penalty: 4969.115234
	Iteration 32Q: 3 clusters Score -2148366 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2148394.250000 Penalty: 4969.115234
	Iteration 33Q: 3 clusters Score -2148394 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2148405.250000 Penalty: 4969.115234
	Iteration 34Q: 3 clusters Score -2148405 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2148448.000000 Penalty: 4969.115234
	Iteration 35Q: 3 clusters Score -2148448 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2148467.750000 Penalty: 4969.115234
	Iteration 36Q: 3 clusters Score -2148468 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -2148513.000000 Penalty: 4969.115234
	Iteration 37Q: 3 clusters Score -2148513 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2148534.500000 Penalty: 4969.115234
	Iteration 38Q: 3 clusters Score -2148534 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2148560.250000 Penalty: 4969.115234
	Iteration 39Q: 3 clusters Score -2148560 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2148590.500000 Penalty: 4969.115234
	Iteration 40F: 3 clusters Score -2148590 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2148611.500000 Penalty: 4969.115234
	Iteration 41Q: 3 clusters Score -2148612 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2148642.750000 Penalty: 4969.115234
	Iteration 42Q: 3 clusters Score -2148643 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2148666.250000 Penalty: 4969.115234
	Iteration 43Q: 3 clusters Score -2148666 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2148703.500000 Penalty: 4969.115234
	Iteration 44Q: 3 clusters Score -2148704 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2148743.250000 Penalty: 4969.115234
	Iteration 45Q: 3 clusters Score -2148743 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -2148793.750000 Penalty: 4969.115234
	Iteration 46Q: 3 clusters Score -2148794 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -2148827.250000 Penalty: 4969.115234
	Iteration 47Q: 3 clusters Score -2148827 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2148860.000000 Penalty: 4969.115234
	Iteration 48Q: 3 clusters Score -2148860 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2148895.750000 Penalty: 4969.115234
	Iteration 49Q: 3 clusters Score -2148896 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2148928.000000 Penalty: 4969.115234
	Iteration 50Q: 3 clusters Score -2148928 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -2148961.750000 Penalty: 4969.115234
	Iteration 51Q: 3 clusters Score -2148962 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2148998.750000 Penalty: 4969.115234
	Iteration 52Q: 3 clusters Score -2148999 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -2149059.750000 Penalty: 4969.115234
	Iteration 53Q: 3 clusters Score -2149060 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2149119.500000 Penalty: 4969.115234
	Iteration 54Q: 3 clusters Score -2149120 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2149172.250000 Penalty: 4969.115234
	Iteration 55Q: 3 clusters Score -2149172 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -2149222.500000 Penalty: 4969.115234
	Iteration 56Q: 3 clusters Score -2149222 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -2149270.500000 Penalty: 4969.115234
	Iteration 57Q: 3 clusters Score -2149270 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2149314.250000 Penalty: 4969.115234
	Iteration 58Q: 3 clusters Score -2149314 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2149351.750000 Penalty: 4969.115234
	Iteration 59Q: 3 clusters Score -2149352 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2149396.750000 Penalty: 4969.115234
	Iteration 60F: 3 clusters Score -2149397 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2149420.000000 Penalty: 4969.115234
	Iteration 61Q: 3 clusters Score -2149420 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2149446.250000 Penalty: 4969.115234
	Iteration 62Q: 3 clusters Score -2149446 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -2149486.500000 Penalty: 4969.115234
	Iteration 63Q: 3 clusters Score -2149486 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -2149518.250000 Penalty: 4969.115234
	Iteration 64Q: 3 clusters Score -2149518 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -2149554.750000 Penalty: 4969.115234
	Iteration 65Q: 3 clusters Score -2149555 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -2149615.750000 Penalty: 4969.115234
	Iteration 66Q: 3 clusters Score -2149616 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -2149658.000000 Penalty: 4969.115234
	Iteration 67Q: 3 clusters Score -2149658 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2149707.250000 Penalty: 4969.115234
	Iteration 68Q: 3 clusters Score -2149707 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -2149757.000000 Penalty: 4969.115234
	Iteration 69Q: 3 clusters Score -2149757 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -2149802.250000 Penalty: 4969.115234
	Iteration 70Q: 3 clusters Score -2149802 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -2149850.250000 Penalty: 4969.115234
	Iteration 71Q: 3 clusters Score -2149850 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -2149906.000000 Penalty: 4969.115234
	Iteration 72Q: 3 clusters Score -2149906 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -2149938.500000 Penalty: 4969.115234
	Iteration 73Q: 3 clusters Score -2149938 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -2149965.500000 Penalty: 4969.115234
	Iteration 74Q: 3 clusters Score -2149966 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -2149997.500000 Penalty: 4969.115234
	Iteration 75Q: 3 clusters Score -2149998 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -2150031.250000 Penalty: 4969.115234
	Iteration 76Q: 3 clusters Score -2150031 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -2150056.750000 Penalty: 4969.115234
	Iteration 77Q: 3 clusters Score -2150057 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -2150085.000000 Penalty: 4969.115234
	Iteration 78Q: 3 clusters Score -2150085 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -2150101.750000 Penalty: 4969.115234
	Iteration 79Q: 3 clusters Score -2150102 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -2150119.000000 Penalty: 4969.115234
	Iteration 80F: 3 clusters Score -2150119 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -2150137.250000 Penalty: 4969.115234
	Iteration 81Q: 3 clusters Score -2150137 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -2150141.750000 Penalty: 4969.115234
	Iteration 82Q: 3 clusters Score -2150142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -2150150.000000 Penalty: 4969.115234
	Iteration 83Q: 3 clusters Score -2150150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -2150153.500000 Penalty: 4969.115234
	Iteration 84Q: 3 clusters Score -2150154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -2150162.750000 Penalty: 4969.115234
	Iteration 85Q: 3 clusters Score -2150163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -2150161.500000 Penalty: 4969.115234
	Iteration 86Q: 3 clusters Score -2150162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -2150166.250000 Penalty: 4969.115234
	Iteration 87Q: 3 clusters Score -2150166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -2150160.750000 Penalty: 4969.115234
	Iteration 88Q: 3 clusters Score -2150161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -2150162.500000 Penalty: 4969.115234
	Iteration 89Q: 3 clusters Score -2150162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -2150167.250000 Penalty: 4969.115234
	Iteration 90Q: 3 clusters Score -2150167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -2150170.250000 Penalty: 4969.115234
	Iteration 91Q: 3 clusters Score -2150170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -2150175.500000 Penalty: 4969.115234
	Iteration 92Q: 3 clusters Score -2150176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -2150176.750000 Penalty: 4969.115234
	Iteration 93Q: 3 clusters Score -2150177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -2150176.500000 Penalty: 4969.115234
	Iteration 94Q: 3 clusters Score -2150176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -2150178.000000 Penalty: 4969.115234
	Iteration 95Q: 3 clusters Score -2150178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -2150176.250000 Penalty: 4969.115234
	Iteration 96Q: 3 clusters Score -2150176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -2150180.750000 Penalty: 4969.115234
	Iteration 97Q: 3 clusters Score -2150181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2150184.000000 Penalty: 4969.115234
	Iteration 98Q: 3 clusters Score -2150184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -2150183.000000 Penalty: 4969.115234
	Iteration 99Q: 3 clusters Score -2150183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -2150184.750000 Penalty: 4969.115234
	Iteration 100F: 3 clusters Score -2150185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -2150185.500000 Penalty: 4969.115234
	Iteration 101Q: 3 clusters Score -2150186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -2150185.500000 Penalty: 4969.115234
	Iteration 102F: 3 clusters Score -2150186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Entering Unmasked Estep 
Score: -363104.750000 Penalty: 2010.714600
	Iteration 0F: 2 clusters Score -363104.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -359605.812500 Penalty: 4021.429199
	Iteration 0F: 3 clusters Score -359605.8 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -360363.625000 Penalty: 4021.429199
	Iteration 1F: 3 clusters Score -360363.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -360542.000000 Penalty: 4021.429199
	Iteration 2F: 3 clusters Score -360542 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -360627.343750 Penalty: 4021.429199
	Iteration 3Q: 3 clusters Score -360627.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -360677.343750 Penalty: 4021.429199
	Iteration 4Q: 3 clusters Score -360677.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -360714.156250 Penalty: 4021.429199
	Iteration 5Q: 3 clusters Score -360714.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -360746.031250 Penalty: 4021.429199
	Iteration 6Q: 3 clusters Score -360746 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -360772.968750 Penalty: 4021.429199
	Iteration 7Q: 3 clusters Score -360773 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -360792.906250 Penalty: 4021.429199
	Iteration 8Q: 3 clusters Score -360792.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -360806.187500 Penalty: 4021.429199
	Iteration 9Q: 3 clusters Score -360806.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -360814.906250 Penalty: 4021.429199
	Iteration 10Q: 3 clusters Score -360814.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -360821.812500 Penalty: 4021.429199
	Iteration 11Q: 3 clusters Score -360821.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -360827.031250 Penalty: 4021.429199
	Iteration 12Q: 3 clusters Score -360827 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -360835.218750 Penalty: 4021.429199
	Iteration 13Q: 3 clusters Score -360835.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -360841.718750 Penalty: 4021.429199
	Iteration 14Q: 3 clusters Score -360841.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -360848.500000 Penalty: 4021.429199
	Iteration 15Q: 3 clusters Score -360848.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -360856.437500 Penalty: 4021.429199
	Iteration 16Q: 3 clusters Score -360856.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -360861.062500 Penalty: 4021.429199
	Iteration 17Q: 3 clusters Score -360861.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -360868.125000 Penalty: 4021.429199
	Iteration 18Q: 3 clusters Score -360868.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -360874.250000 Penalty: 4021.429199
	Iteration 19Q: 3 clusters Score -360874.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -360881.187500 Penalty: 4021.429199
	Iteration 20F: 3 clusters Score -360881.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -360887.125000 Penalty: 4021.429199
	Iteration 21Q: 3 clusters Score -360887.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -360890.250000 Penalty: 4021.429199
	Iteration 22Q: 3 clusters Score -360890.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -360892.187500 Penalty: 4021.429199
	Iteration 23Q: 3 clusters Score -360892.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -360896.531250 Penalty: 4021.429199
	Iteration 24Q: 3 clusters Score -360896.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -360900.531250 Penalty: 4021.429199
	Iteration 25Q: 3 clusters Score -360900.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -360906.875000 Penalty: 4021.429199
	Iteration 26Q: 3 clusters Score -360906.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -360909.062500 Penalty: 4021.429199
	Iteration 27Q: 3 clusters Score -360909.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -360911.656250 Penalty: 4021.429199
	Iteration 28Q: 3 clusters Score -360911.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -360915.625000 Penalty: 4021.429199
	Iteration 29Q: 3 clusters Score -360915.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -360917.062500 Penalty: 4021.429199
	Iteration 30Q: 3 clusters Score -360917.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -360920.062500 Penalty: 4021.429199
	Iteration 31Q: 3 clusters Score -360920.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -360924.031250 Penalty: 4021.429199
	Iteration 32Q: 3 clusters Score -360924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -360926.531250 Penalty: 4021.429199
	Iteration 33Q: 3 clusters Score -360926.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -360931.406250 Penalty: 4021.429199
	Iteration 34Q: 3 clusters Score -360931.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -360937.312500 Penalty: 4021.429199
	Iteration 35Q: 3 clusters Score -360937.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -360939.750000 Penalty: 4021.429199
	Iteration 36Q: 3 clusters Score -360939.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -360941.500000 Penalty: 4021.429199
	Iteration 37Q: 3 clusters Score -360941.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -360943.062500 Penalty: 4021.429199
	Iteration 38Q: 3 clusters Score -360943.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -360949.343750 Penalty: 4021.429199
	Iteration 39Q: 3 clusters Score -360949.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -360956.125000 Penalty: 4021.429199
	Iteration 40F: 3 clusters Score -360956.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -360963.031250 Penalty: 4021.429199
	Iteration 41Q: 3 clusters Score -360963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -360971.718750 Penalty: 4021.429199
	Iteration 42Q: 3 clusters Score -360971.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -360978.593750 Penalty: 4021.429199
	Iteration 43Q: 3 clusters Score -360978.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -360986.781250 Penalty: 4021.429199
	Iteration 44Q: 3 clusters Score -360986.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -360994.968750 Penalty: 4021.429199
	Iteration 45Q: 3 clusters Score -360995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -360999.750000 Penalty: 4021.429199
	Iteration 46Q: 3 clusters Score -360999.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -361003.406250 Penalty: 4021.429199
	Iteration 47Q: 3 clusters Score -361003.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -361007.187500 Penalty: 4021.429199
	Iteration 48Q: 3 clusters Score -361007.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -361010.812500 Penalty: 4021.429199
	Iteration 49Q: 3 clusters Score -361010.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -361014.500000 Penalty: 4021.429199
	Iteration 50Q: 3 clusters Score -361014.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -361018.468750 Penalty: 4021.429199
	Iteration 51Q: 3 clusters Score -361018.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -361022.500000 Penalty: 4021.429199
	Iteration 52Q: 3 clusters Score -361022.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -361025.468750 Penalty: 4021.429199
	Iteration 53Q: 3 clusters Score -361025.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -361028.000000 Penalty: 4021.429199
	Iteration 54Q: 3 clusters Score -361028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -361030.750000 Penalty: 4021.429199
	Iteration 55Q: 3 clusters Score -361030.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -361034.187500 Penalty: 4021.429199
	Iteration 56Q: 3 clusters Score -361034.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -361036.312500 Penalty: 4021.429199
	Iteration 57Q: 3 clusters Score -361036.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -361039.968750 Penalty: 4021.429199
	Iteration 58Q: 3 clusters Score -361040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -361042.000000 Penalty: 4021.429199
	Iteration 59Q: 3 clusters Score -361042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -361044.593750 Penalty: 4021.429199
	Iteration 60F: 3 clusters Score -361044.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -361052.093750 Penalty: 4021.429199
	Iteration 61Q: 3 clusters Score -361052.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -361058.343750 Penalty: 4021.429199
	Iteration 62Q: 3 clusters Score -361058.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -361070.125000 Penalty: 4021.429199
	Iteration 63Q: 3 clusters Score -361070.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -361078.562500 Penalty: 4021.429199
	Iteration 64Q: 3 clusters Score -361078.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -361083.312500 Penalty: 4021.429199
	Iteration 65Q: 3 clusters Score -361083.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -361091.875000 Penalty: 4021.429199
	Iteration 66Q: 3 clusters Score -361091.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -361100.406250 Penalty: 4021.429199
	Iteration 67Q: 3 clusters Score -361100.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -361106.718750 Penalty: 4021.429199
	Iteration 68Q: 3 clusters Score -361106.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -361112.625000 Penalty: 4021.429199
	Iteration 69Q: 3 clusters Score -361112.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -361115.312500 Penalty: 4021.429199
	Iteration 70Q: 3 clusters Score -361115.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -361120.656250 Penalty: 4021.429199
	Iteration 71Q: 3 clusters Score -361120.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -361124.562500 Penalty: 4021.429199
	Iteration 72Q: 3 clusters Score -361124.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -361127.687500 Penalty: 4021.429199
	Iteration 73Q: 3 clusters Score -361127.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -361131.968750 Penalty: 4021.429199
	Iteration 74Q: 3 clusters Score -361132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -361134.875000 Penalty: 4021.429199
	Iteration 75Q: 3 clusters Score -361134.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -361137.000000 Penalty: 4021.429199
	Iteration 76Q: 3 clusters Score -361137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -361139.718750 Penalty: 4021.429199
	Iteration 77Q: 3 clusters Score -361139.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -361143.812500 Penalty: 4021.429199
	Iteration 78Q: 3 clusters Score -361143.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -361146.218750 Penalty: 4021.429199
	Iteration 79Q: 3 clusters Score -361146.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -361149.281250 Penalty: 4021.429199
	Iteration 80F: 3 clusters Score -361149.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -361150.656250 Penalty: 4021.429199
	Iteration 81Q: 3 clusters Score -361150.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -361151.375000 Penalty: 4021.429199
	Iteration 82Q: 3 clusters Score -361151.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -361152.437500 Penalty: 4021.429199
	Iteration 83Q: 3 clusters Score -361152.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -361153.406250 Penalty: 4021.429199
	Iteration 84Q: 3 clusters Score -361153.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -361154.281250 Penalty: 4021.429199
	Iteration 85Q: 3 clusters Score -361154.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -361155.187500 Penalty: 4021.429199
	Iteration 86Q: 3 clusters Score -361155.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -361155.625000 Penalty: 4021.429199
	Iteration 87Q: 3 clusters Score -361155.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -361156.843750 Penalty: 4021.429199
	Iteration 88Q: 3 clusters Score -361156.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -361158.062500 Penalty: 4021.429199
	Iteration 89Q: 3 clusters Score -361158.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -361158.062500 Penalty: 4021.429199
	Iteration 90F: 3 clusters Score -361158.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Entering Unmasked Estep 
Score: -866735.937500 Penalty: 2237.505859
	Iteration 0F: 2 clusters Score -866735.9 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 4112 members 
Entering Unmasked Estep 
Score: -860130.500000 Penalty: 4475.011719
	Iteration 0F: 3 clusters Score -860130.5 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -861915.687500 Penalty: 4475.011719
	Iteration 1F: 3 clusters Score -861915.7 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -862213.125000 Penalty: 4475.011719
	Iteration 2F: 3 clusters Score -862213.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -862464.437500 Penalty: 4475.011719
	Iteration 3F: 3 clusters Score -862464.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -862733.375000 Penalty: 4475.011719
	Iteration 4F: 3 clusters Score -862733.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -863029.062500 Penalty: 4475.011719
	Iteration 5F: 3 clusters Score -863029.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -863363.875000 Penalty: 4475.011719
	Iteration 6F: 3 clusters Score -863363.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -863720.500000 Penalty: 4475.011719
	Iteration 7F: 3 clusters Score -863720.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -864119.312500 Penalty: 4475.011719
	Iteration 8F: 3 clusters Score -864119.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -864547.937500 Penalty: 4475.011719
	Iteration 9F: 3 clusters Score -864547.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -865077.687500 Penalty: 4475.011719
	Iteration 10F: 3 clusters Score -865077.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -865548.187500 Penalty: 4475.011719
	Iteration 11F: 3 clusters Score -865548.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -865931.250000 Penalty: 4475.011719
	Iteration 12Q: 3 clusters Score -865931.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -866256.562500 Penalty: 4475.011719
	Iteration 13Q: 3 clusters Score -866256.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -866464.312500 Penalty: 4475.011719
	Iteration 14Q: 3 clusters Score -866464.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -866581.875000 Penalty: 4475.011719
	Iteration 15Q: 3 clusters Score -866581.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -866654.375000 Penalty: 4475.011719
	Iteration 16Q: 3 clusters Score -866654.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -866698.437500 Penalty: 4475.011719
	Iteration 17Q: 3 clusters Score -866698.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -866727.125000 Penalty: 4475.011719
	Iteration 18Q: 3 clusters Score -866727.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -866750.812500 Penalty: 4475.011719
	Iteration 19Q: 3 clusters Score -866750.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -866766.625000 Penalty: 4475.011719
	Iteration 20F: 3 clusters Score -866766.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -866779.750000 Penalty: 4475.011719
	Iteration 21Q: 3 clusters Score -866779.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -866784.312500 Penalty: 4475.011719
	Iteration 22Q: 3 clusters Score -866784.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -866790.375000 Penalty: 4475.011719
	Iteration 23Q: 3 clusters Score -866790.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -866793.875000 Penalty: 4475.011719
	Iteration 24Q: 3 clusters Score -866793.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -866795.625000 Penalty: 4475.011719
	Iteration 25Q: 3 clusters Score -866795.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -866794.500000 Penalty: 4475.011719
	Iteration 26Q: 3 clusters Score -866794.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -866797.250000 Penalty: 4475.011719
	Iteration 27Q: 3 clusters Score -866797.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -866796.437500 Penalty: 4475.011719
	Iteration 28Q: 3 clusters Score -866796.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -866796.625000 Penalty: 4475.011719
	Iteration 29Q: 3 clusters Score -866796.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -866798.625000 Penalty: 4475.011719
	Iteration 30Q: 3 clusters Score -866798.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -866798.625000 Penalty: 4475.011719
	Iteration 31Q: 3 clusters Score -866798.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -866799.000000 Penalty: 4475.011719
	Iteration 32Q: 3 clusters Score -866799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -866801.312500 Penalty: 4475.011719
	Iteration 33Q: 3 clusters Score -866801.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -866801.812500 Penalty: 4475.011719
	Iteration 34Q: 3 clusters Score -866801.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -866800.375000 Penalty: 4475.011719
	Iteration 35Q: 3 clusters Score -866800.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -866800.937500 Penalty: 4475.011719
	Iteration 36Q: 3 clusters Score -866800.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -866804.750000 Penalty: 4475.011719
	Iteration 37Q: 3 clusters Score -866804.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -866803.625000 Penalty: 4475.011719
	Iteration 38Q: 3 clusters Score -866803.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -866804.937500 Penalty: 4475.011719
	Iteration 39Q: 3 clusters Score -866804.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -866806.250000 Penalty: 4475.011719
	Iteration 40F: 3 clusters Score -866806.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -866805.937500 Penalty: 4475.011719
	Iteration 41Q: 3 clusters Score -866805.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -866808.375000 Penalty: 4475.011719
	Iteration 42Q: 3 clusters Score -866808.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -866808.937500 Penalty: 4475.011719
	Iteration 43Q: 3 clusters Score -866808.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -866808.500000 Penalty: 4475.011719
	Iteration 44Q: 3 clusters Score -866808.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -866808.500000 Penalty: 4475.011719
	Iteration 45F: 3 clusters Score -866808.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 9066 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27452 members 
Mstep: Class 5 contains 15556 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9069 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6253 members 
Mstep: Class 13 contains 17398 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34023 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29247 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29219 members 
Mstep: Class 23 contains 38209 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5524 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22435 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 3176 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18470 members 
Mstep: Class 35 contains 20537 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17747 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13631 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6588 members 
Mstep: Class 47 contains 5392 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34064 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4741 members 
Mstep: Class 54 contains 13200 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Mstep: Class 57 contains 5109 members 
Entering Unmasked Estep 
Score: -64768464.000000 Penalty: 189167.531250
Splitting cluster 30 changes total score from -64769332.000000 to -64768464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (8305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Entering Unmasked Estep 
Score: -894539.562500 Penalty: 2238.104004
	Iteration 0F: 2 clusters Score -894539.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -887902.250000 Penalty: 4476.208008
	Iteration 0F: 3 clusters Score -887902.2 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -889640.000000 Penalty: 4476.208008
	Iteration 1F: 3 clusters Score -889640 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -890009.687500 Penalty: 4476.208008
	Iteration 2F: 3 clusters Score -890009.7 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -890351.000000 Penalty: 4476.208008
	Iteration 3F: 3 clusters Score -890351 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -890682.812500 Penalty: 4476.208008
	Iteration 4F: 3 clusters Score -890682.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -891033.000000 Penalty: 4476.208008
	Iteration 5F: 3 clusters Score -891033 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -891374.625000 Penalty: 4476.208008
	Iteration 6F: 3 clusters Score -891374.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -891755.500000 Penalty: 4476.208008
	Iteration 7F: 3 clusters Score -891755.5 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -892165.500000 Penalty: 4476.208008
	Iteration 8F: 3 clusters Score -892165.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -892574.750000 Penalty: 4476.208008
	Iteration 9F: 3 clusters Score -892574.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -892899.500000 Penalty: 4476.208008
	Iteration 10F: 3 clusters Score -892899.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -893106.937500 Penalty: 4476.208008
	Iteration 11Q: 3 clusters Score -893106.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -893245.875000 Penalty: 4476.208008
	Iteration 12Q: 3 clusters Score -893245.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -893331.937500 Penalty: 4476.208008
	Iteration 13Q: 3 clusters Score -893331.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -893387.812500 Penalty: 4476.208008
	Iteration 14Q: 3 clusters Score -893387.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -893417.437500 Penalty: 4476.208008
	Iteration 15Q: 3 clusters Score -893417.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -893433.687500 Penalty: 4476.208008
	Iteration 16Q: 3 clusters Score -893433.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -893448.312500 Penalty: 4476.208008
	Iteration 17Q: 3 clusters Score -893448.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -893460.062500 Penalty: 4476.208008
	Iteration 18Q: 3 clusters Score -893460.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -893469.937500 Penalty: 4476.208008
	Iteration 19Q: 3 clusters Score -893469.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -893478.750000 Penalty: 4476.208008
	Iteration 20F: 3 clusters Score -893478.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -893485.500000 Penalty: 4476.208008
	Iteration 21Q: 3 clusters Score -893485.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -893491.312500 Penalty: 4476.208008
	Iteration 22Q: 3 clusters Score -893491.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -893494.125000 Penalty: 4476.208008
	Iteration 23Q: 3 clusters Score -893494.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -893495.875000 Penalty: 4476.208008
	Iteration 24Q: 3 clusters Score -893495.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -893497.625000 Penalty: 4476.208008
	Iteration 25Q: 3 clusters Score -893497.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -893497.500000 Penalty: 4476.208008
	Iteration 26Q: 3 clusters Score -893497.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -893499.000000 Penalty: 4476.208008
	Iteration 27Q: 3 clusters Score -893499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -893499.000000 Penalty: 4476.208008
	Iteration 28F: 3 clusters Score -893499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Entering Unmasked Estep 
Score: -547880.937500 Penalty: 2227.394531
	Iteration 0F: 2 clusters Score -547880.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -541531.250000 Penalty: 4454.789062
	Iteration 0F: 3 clusters Score -541531.2 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -543366.250000 Penalty: 4454.789062
	Iteration 1F: 3 clusters Score -543366.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -543656.875000 Penalty: 4454.789062
	Iteration 2F: 3 clusters Score -543656.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -543895.562500 Penalty: 4454.789062
	Iteration 3F: 3 clusters Score -543895.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -544089.250000 Penalty: 4454.789062
	Iteration 4Q: 3 clusters Score -544089.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -544279.125000 Penalty: 4454.789062
	Iteration 5Q: 3 clusters Score -544279.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -544472.562500 Penalty: 4454.789062
	Iteration 6Q: 3 clusters Score -544472.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -544682.250000 Penalty: 4454.789062
	Iteration 7Q: 3 clusters Score -544682.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -544900.437500 Penalty: 4454.789062
	Iteration 8Q: 3 clusters Score -544900.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -545114.125000 Penalty: 4454.789062
	Iteration 9Q: 3 clusters Score -545114.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -545272.312500 Penalty: 4454.789062
	Iteration 10Q: 3 clusters Score -545272.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -545392.625000 Penalty: 4454.789062
	Iteration 11Q: 3 clusters Score -545392.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -545498.250000 Penalty: 4454.789062
	Iteration 12Q: 3 clusters Score -545498.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -545573.375000 Penalty: 4454.789062
	Iteration 13Q: 3 clusters Score -545573.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -545637.375000 Penalty: 4454.789062
	Iteration 14Q: 3 clusters Score -545637.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -545681.312500 Penalty: 4454.789062
	Iteration 15Q: 3 clusters Score -545681.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -545712.125000 Penalty: 4454.789062
	Iteration 16Q: 3 clusters Score -545712.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -545737.250000 Penalty: 4454.789062
	Iteration 17Q: 3 clusters Score -545737.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -545756.625000 Penalty: 4454.789062
	Iteration 18Q: 3 clusters Score -545756.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -545772.312500 Penalty: 4454.789062
	Iteration 19Q: 3 clusters Score -545772.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -545787.187500 Penalty: 4454.789062
	Iteration 20F: 3 clusters Score -545787.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -545798.250000 Penalty: 4454.789062
	Iteration 21Q: 3 clusters Score -545798.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -545807.500000 Penalty: 4454.789062
	Iteration 22Q: 3 clusters Score -545807.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -545813.375000 Penalty: 4454.789062
	Iteration 23Q: 3 clusters Score -545813.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -545818.625000 Penalty: 4454.789062
	Iteration 24Q: 3 clusters Score -545818.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -545822.125000 Penalty: 4454.789062
	Iteration 25Q: 3 clusters Score -545822.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -545827.312500 Penalty: 4454.789062
	Iteration 26Q: 3 clusters Score -545827.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -545830.625000 Penalty: 4454.789062
	Iteration 27Q: 3 clusters Score -545830.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -545832.687500 Penalty: 4454.789062
	Iteration 28Q: 3 clusters Score -545832.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -545833.875000 Penalty: 4454.789062
	Iteration 29Q: 3 clusters Score -545833.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -545836.437500 Penalty: 4454.789062
	Iteration 30Q: 3 clusters Score -545836.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -545841.312500 Penalty: 4454.789062
	Iteration 31Q: 3 clusters Score -545841.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -545844.375000 Penalty: 4454.789062
	Iteration 32Q: 3 clusters Score -545844.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -545848.187500 Penalty: 4454.789062
	Iteration 33Q: 3 clusters Score -545848.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -545851.812500 Penalty: 4454.789062
	Iteration 34Q: 3 clusters Score -545851.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -545854.937500 Penalty: 4454.789062
	Iteration 35Q: 3 clusters Score -545854.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -545857.687500 Penalty: 4454.789062
	Iteration 36Q: 3 clusters Score -545857.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -545861.625000 Penalty: 4454.789062
	Iteration 37Q: 3 clusters Score -545861.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -545864.250000 Penalty: 4454.789062
	Iteration 38Q: 3 clusters Score -545864.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -545869.687500 Penalty: 4454.789062
	Iteration 39Q: 3 clusters Score -545869.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -545876.125000 Penalty: 4454.789062
	Iteration 40F: 3 clusters Score -545876.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -545880.625000 Penalty: 4454.789062
	Iteration 41Q: 3 clusters Score -545880.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -545887.937500 Penalty: 4454.789062
	Iteration 42Q: 3 clusters Score -545887.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -545898.000000 Penalty: 4454.789062
	Iteration 43Q: 3 clusters Score -545898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -545906.062500 Penalty: 4454.789062
	Iteration 44Q: 3 clusters Score -545906.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -545912.312500 Penalty: 4454.789062
	Iteration 45Q: 3 clusters Score -545912.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -545916.687500 Penalty: 4454.789062
	Iteration 46Q: 3 clusters Score -545916.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -545919.000000 Penalty: 4454.789062
	Iteration 47Q: 3 clusters Score -545919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -545923.937500 Penalty: 4454.789062
	Iteration 48Q: 3 clusters Score -545923.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -545926.500000 Penalty: 4454.789062
	Iteration 49Q: 3 clusters Score -545926.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -545933.937500 Penalty: 4454.789062
	Iteration 50Q: 3 clusters Score -545933.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -545937.437500 Penalty: 4454.789062
	Iteration 51Q: 3 clusters Score -545937.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -545944.875000 Penalty: 4454.789062
	Iteration 52Q: 3 clusters Score -545944.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -545951.937500 Penalty: 4454.789062
	Iteration 53Q: 3 clusters Score -545951.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -545961.000000 Penalty: 4454.789062
	Iteration 54Q: 3 clusters Score -545961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -545965.125000 Penalty: 4454.789062
	Iteration 55Q: 3 clusters Score -545965.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -545969.937500 Penalty: 4454.789062
	Iteration 56Q: 3 clusters Score -545969.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -545975.187500 Penalty: 4454.789062
	Iteration 57Q: 3 clusters Score -545975.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -545984.000000 Penalty: 4454.789062
	Iteration 58Q: 3 clusters Score -545984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -545991.125000 Penalty: 4454.789062
	Iteration 59Q: 3 clusters Score -545991.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -545996.000000 Penalty: 4454.789062
	Iteration 60F: 3 clusters Score -545996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -546004.437500 Penalty: 4454.789062
	Iteration 61Q: 3 clusters Score -546004.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -546013.125000 Penalty: 4454.789062
	Iteration 62Q: 3 clusters Score -546013.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -546020.312500 Penalty: 4454.789062
	Iteration 63Q: 3 clusters Score -546020.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -546028.562500 Penalty: 4454.789062
	Iteration 64Q: 3 clusters Score -546028.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -546035.875000 Penalty: 4454.789062
	Iteration 65Q: 3 clusters Score -546035.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -546042.187500 Penalty: 4454.789062
	Iteration 66Q: 3 clusters Score -546042.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -546046.750000 Penalty: 4454.789062
	Iteration 67Q: 3 clusters Score -546046.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -546051.812500 Penalty: 4454.789062
	Iteration 68Q: 3 clusters Score -546051.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -546055.812500 Penalty: 4454.789062
	Iteration 69Q: 3 clusters Score -546055.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -546060.687500 Penalty: 4454.789062
	Iteration 70Q: 3 clusters Score -546060.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -546063.250000 Penalty: 4454.789062
	Iteration 71Q: 3 clusters Score -546063.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -546067.125000 Penalty: 4454.789062
	Iteration 72Q: 3 clusters Score -546067.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -546070.937500 Penalty: 4454.789062
	Iteration 73Q: 3 clusters Score -546070.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -546077.187500 Penalty: 4454.789062
	Iteration 74Q: 3 clusters Score -546077.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -546082.437500 Penalty: 4454.789062
	Iteration 75Q: 3 clusters Score -546082.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -546086.812500 Penalty: 4454.789062
	Iteration 76Q: 3 clusters Score -546086.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -546090.125000 Penalty: 4454.789062
	Iteration 77Q: 3 clusters Score -546090.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -546093.750000 Penalty: 4454.789062
	Iteration 78Q: 3 clusters Score -546093.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -546094.750000 Penalty: 4454.789062
	Iteration 79Q: 3 clusters Score -546094.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -546094.687500 Penalty: 4454.789062
	Iteration 80F: 3 clusters Score -546094.7 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: -36986.199219 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -36986.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -35804.382812 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -35804.38 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -36117.507812 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -36117.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -36193.914062 Penalty: 2961.745850
	Iteration 2F: 3 clusters Score -36193.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -36236.496094 Penalty: 2961.745850
	Iteration 3Q: 3 clusters Score -36236.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -36256.441406 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -36256.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -36256.441406 Penalty: 2961.745850
	Iteration 5F: 3 clusters Score -36256.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (18470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Entering Unmasked Estep 
Score: -1998851.625000 Penalty: 2436.327881
	Iteration 0F: 2 clusters Score -1998852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1985793.625000 Penalty: 4872.655762
	Iteration 0F: 3 clusters Score -1985794 nChanged 8133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1990125.500000 Penalty: 4872.655762
	Iteration 1F: 3 clusters Score -1990126 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1990478.625000 Penalty: 4872.655762
	Iteration 2F: 3 clusters Score -1990479 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1990785.750000 Penalty: 4872.655762
	Iteration 3Q: 3 clusters Score -1990786 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1991109.500000 Penalty: 4872.655762
	Iteration 4Q: 3 clusters Score -1991110 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1991440.375000 Penalty: 4872.655762
	Iteration 5Q: 3 clusters Score -1991440 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1991850.125000 Penalty: 4872.655762
	Iteration 6Q: 3 clusters Score -1991850 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1992399.375000 Penalty: 4872.655762
	Iteration 7Q: 3 clusters Score -1992399 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1993079.250000 Penalty: 4872.655762
	Iteration 8F: 3 clusters Score -1993079 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1993807.125000 Penalty: 4872.655762
	Iteration 9F: 3 clusters Score -1993807 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -1994606.000000 Penalty: 4872.655762
	Iteration 10F: 3 clusters Score -1994606 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -1995274.000000 Penalty: 4872.655762
	Iteration 11Q: 3 clusters Score -1995274 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -1995766.625000 Penalty: 4872.655762
	Iteration 12Q: 3 clusters Score -1995767 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -1996075.125000 Penalty: 4872.655762
	Iteration 13Q: 3 clusters Score -1996075 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -1996269.500000 Penalty: 4872.655762
	Iteration 14Q: 3 clusters Score -1996270 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -1996392.125000 Penalty: 4872.655762
	Iteration 15Q: 3 clusters Score -1996392 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -1996469.000000 Penalty: 4872.655762
	Iteration 16Q: 3 clusters Score -1996469 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -1996534.500000 Penalty: 4872.655762
	Iteration 17Q: 3 clusters Score -1996534 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -1996591.500000 Penalty: 4872.655762
	Iteration 18Q: 3 clusters Score -1996592 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -1996634.625000 Penalty: 4872.655762
	Iteration 19Q: 3 clusters Score -1996635 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -1996663.750000 Penalty: 4872.655762
	Iteration 20F: 3 clusters Score -1996664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -1996682.000000 Penalty: 4872.655762
	Iteration 21Q: 3 clusters Score -1996682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -1996703.625000 Penalty: 4872.655762
	Iteration 22Q: 3 clusters Score -1996704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -1996719.000000 Penalty: 4872.655762
	Iteration 23Q: 3 clusters Score -1996719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -1996733.375000 Penalty: 4872.655762
	Iteration 24Q: 3 clusters Score -1996733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -1996743.875000 Penalty: 4872.655762
	Iteration 25Q: 3 clusters Score -1996744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -1996755.875000 Penalty: 4872.655762
	Iteration 26Q: 3 clusters Score -1996756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -1996770.875000 Penalty: 4872.655762
	Iteration 27Q: 3 clusters Score -1996771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -1996775.875000 Penalty: 4872.655762
	Iteration 28Q: 3 clusters Score -1996776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -1996777.625000 Penalty: 4872.655762
	Iteration 29Q: 3 clusters Score -1996778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -1996778.375000 Penalty: 4872.655762
	Iteration 30Q: 3 clusters Score -1996778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -1996780.500000 Penalty: 4872.655762
	Iteration 31Q: 3 clusters Score -1996780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -1996780.750000 Penalty: 4872.655762
	Iteration 32Q: 3 clusters Score -1996781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -1996781.000000 Penalty: 4872.655762
	Iteration 33Q: 3 clusters Score -1996781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -1996782.125000 Penalty: 4872.655762
	Iteration 34Q: 3 clusters Score -1996782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -1996784.250000 Penalty: 4872.655762
	Iteration 35Q: 3 clusters Score -1996784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -1996785.375000 Penalty: 4872.655762
	Iteration 36Q: 3 clusters Score -1996785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -1996785.250000 Penalty: 4872.655762
	Iteration 37Q: 3 clusters Score -1996785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -1996785.250000 Penalty: 4872.655762
	Iteration 38F: 3 clusters Score -1996785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (20537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Entering Unmasked Estep 
Score: -1798918.125000 Penalty: 2462.635742
	Iteration 0F: 2 clusters Score -1798918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1784661.750000 Penalty: 4925.271484
	Iteration 0F: 3 clusters Score -1784662 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1789658.000000 Penalty: 4925.271484
	Iteration 1F: 3 clusters Score -1789658 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1790335.500000 Penalty: 4925.271484
	Iteration 2F: 3 clusters Score -1790336 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1791021.375000 Penalty: 4925.271484
	Iteration 3F: 3 clusters Score -1791021 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1791638.500000 Penalty: 4925.271484
	Iteration 4F: 3 clusters Score -1791638 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1792225.000000 Penalty: 4925.271484
	Iteration 5F: 3 clusters Score -1792225 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1792858.125000 Penalty: 4925.271484
	Iteration 6F: 3 clusters Score -1792858 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1793443.375000 Penalty: 4925.271484
	Iteration 7F: 3 clusters Score -1793443 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1793921.250000 Penalty: 4925.271484
	Iteration 8Q: 3 clusters Score -1793921 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1794330.250000 Penalty: 4925.271484
	Iteration 9Q: 3 clusters Score -1794330 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1794647.250000 Penalty: 4925.271484
	Iteration 10Q: 3 clusters Score -1794647 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1794911.000000 Penalty: 4925.271484
	Iteration 11Q: 3 clusters Score -1794911 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1795151.500000 Penalty: 4925.271484
	Iteration 12Q: 3 clusters Score -1795152 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1795328.500000 Penalty: 4925.271484
	Iteration 13Q: 3 clusters Score -1795328 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1795459.000000 Penalty: 4925.271484
	Iteration 14Q: 3 clusters Score -1795459 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1795560.250000 Penalty: 4925.271484
	Iteration 15Q: 3 clusters Score -1795560 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -1795650.500000 Penalty: 4925.271484
	Iteration 16Q: 3 clusters Score -1795650 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1795715.000000 Penalty: 4925.271484
	Iteration 17Q: 3 clusters Score -1795715 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1795755.625000 Penalty: 4925.271484
	Iteration 18Q: 3 clusters Score -1795756 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1795811.250000 Penalty: 4925.271484
	Iteration 19Q: 3 clusters Score -1795811 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1795834.625000 Penalty: 4925.271484
	Iteration 20F: 3 clusters Score -1795835 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1795869.000000 Penalty: 4925.271484
	Iteration 21Q: 3 clusters Score -1795869 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1795891.500000 Penalty: 4925.271484
	Iteration 22Q: 3 clusters Score -1795892 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1795919.000000 Penalty: 4925.271484
	Iteration 23Q: 3 clusters Score -1795919 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1795933.500000 Penalty: 4925.271484
	Iteration 24Q: 3 clusters Score -1795934 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1795947.750000 Penalty: 4925.271484
	Iteration 25Q: 3 clusters Score -1795948 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -1795968.000000 Penalty: 4925.271484
	Iteration 26Q: 3 clusters Score -1795968 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1795975.000000 Penalty: 4925.271484
	Iteration 27Q: 3 clusters Score -1795975 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1795997.875000 Penalty: 4925.271484
	Iteration 28Q: 3 clusters Score -1795998 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -1796019.500000 Penalty: 4925.271484
	Iteration 29Q: 3 clusters Score -1796020 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1796038.000000 Penalty: 4925.271484
	Iteration 30Q: 3 clusters Score -1796038 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -1796061.750000 Penalty: 4925.271484
	Iteration 31Q: 3 clusters Score -1796062 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -1796077.000000 Penalty: 4925.271484
	Iteration 32Q: 3 clusters Score -1796077 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1796094.875000 Penalty: 4925.271484
	Iteration 33Q: 3 clusters Score -1796095 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -1796123.625000 Penalty: 4925.271484
	Iteration 34Q: 3 clusters Score -1796124 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -1796151.000000 Penalty: 4925.271484
	Iteration 35Q: 3 clusters Score -1796151 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -1796184.125000 Penalty: 4925.271484
	Iteration 36Q: 3 clusters Score -1796184 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1796210.750000 Penalty: 4925.271484
	Iteration 37Q: 3 clusters Score -1796211 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -1796240.750000 Penalty: 4925.271484
	Iteration 38Q: 3 clusters Score -1796241 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -1796270.250000 Penalty: 4925.271484
	Iteration 39Q: 3 clusters Score -1796270 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -1796297.750000 Penalty: 4925.271484
	Iteration 40F: 3 clusters Score -1796298 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -1796328.875000 Penalty: 4925.271484
	Iteration 41Q: 3 clusters Score -1796329 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -1796347.750000 Penalty: 4925.271484
	Iteration 42Q: 3 clusters Score -1796348 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -1796378.000000 Penalty: 4925.271484
	Iteration 43Q: 3 clusters Score -1796378 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -1796398.375000 Penalty: 4925.271484
	Iteration 44Q: 3 clusters Score -1796398 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -1796418.625000 Penalty: 4925.271484
	Iteration 45Q: 3 clusters Score -1796419 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -1796439.250000 Penalty: 4925.271484
	Iteration 46Q: 3 clusters Score -1796439 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -1796475.000000 Penalty: 4925.271484
	Iteration 47Q: 3 clusters Score -1796475 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -1796509.500000 Penalty: 4925.271484
	Iteration 48Q: 3 clusters Score -1796510 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -1796531.500000 Penalty: 4925.271484
	Iteration 49Q: 3 clusters Score -1796532 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -1796550.625000 Penalty: 4925.271484
	Iteration 50Q: 3 clusters Score -1796551 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -1796565.625000 Penalty: 4925.271484
	Iteration 51Q: 3 clusters Score -1796566 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -1796595.250000 Penalty: 4925.271484
	Iteration 52Q: 3 clusters Score -1796595 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -1796614.875000 Penalty: 4925.271484
	Iteration 53Q: 3 clusters Score -1796615 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -1796649.500000 Penalty: 4925.271484
	Iteration 54Q: 3 clusters Score -1796650 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -1796676.000000 Penalty: 4925.271484
	Iteration 55Q: 3 clusters Score -1796676 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -1796701.750000 Penalty: 4925.271484
	Iteration 56Q: 3 clusters Score -1796702 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -1796734.250000 Penalty: 4925.271484
	Iteration 57Q: 3 clusters Score -1796734 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -1796765.125000 Penalty: 4925.271484
	Iteration 58Q: 3 clusters Score -1796765 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -1796799.625000 Penalty: 4925.271484
	Iteration 59Q: 3 clusters Score -1796800 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -1796837.125000 Penalty: 4925.271484
	Iteration 60F: 3 clusters Score -1796837 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -1796883.000000 Penalty: 4925.271484
	Iteration 61Q: 3 clusters Score -1796883 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -1796918.375000 Penalty: 4925.271484
	Iteration 62Q: 3 clusters Score -1796918 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -1796964.625000 Penalty: 4925.271484
	Iteration 63Q: 3 clusters Score -1796965 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -1797032.625000 Penalty: 4925.271484
	Iteration 64Q: 3 clusters Score -1797033 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -1797099.375000 Penalty: 4925.271484
	Iteration 65Q: 3 clusters Score -1797099 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -1797173.625000 Penalty: 4925.271484
	Iteration 66Q: 3 clusters Score -1797174 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -1797229.500000 Penalty: 4925.271484
	Iteration 67Q: 3 clusters Score -1797230 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -1797289.250000 Penalty: 4925.271484
	Iteration 68Q: 3 clusters Score -1797289 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -1797332.000000 Penalty: 4925.271484
	Iteration 69Q: 3 clusters Score -1797332 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -1797362.125000 Penalty: 4925.271484
	Iteration 70Q: 3 clusters Score -1797362 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -1797391.625000 Penalty: 4925.271484
	Iteration 71Q: 3 clusters Score -1797392 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -1797410.250000 Penalty: 4925.271484
	Iteration 72Q: 3 clusters Score -1797410 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -1797431.750000 Penalty: 4925.271484
	Iteration 73Q: 3 clusters Score -1797432 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -1797450.000000 Penalty: 4925.271484
	Iteration 74Q: 3 clusters Score -1797450 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -1797467.625000 Penalty: 4925.271484
	Iteration 75Q: 3 clusters Score -1797468 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -1797476.250000 Penalty: 4925.271484
	Iteration 76Q: 3 clusters Score -1797476 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -1797489.625000 Penalty: 4925.271484
	Iteration 77Q: 3 clusters Score -1797490 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -1797498.875000 Penalty: 4925.271484
	Iteration 78Q: 3 clusters Score -1797499 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -1797509.750000 Penalty: 4925.271484
	Iteration 79Q: 3 clusters Score -1797510 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -1797513.125000 Penalty: 4925.271484
	Iteration 80F: 3 clusters Score -1797513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -1797519.250000 Penalty: 4925.271484
	Iteration 81Q: 3 clusters Score -1797519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -1797521.625000 Penalty: 4925.271484
	Iteration 82Q: 3 clusters Score -1797522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -1797523.875000 Penalty: 4925.271484
	Iteration 83Q: 3 clusters Score -1797524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -1797526.375000 Penalty: 4925.271484
	Iteration 84Q: 3 clusters Score -1797526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -1797529.375000 Penalty: 4925.271484
	Iteration 85Q: 3 clusters Score -1797529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -1797533.375000 Penalty: 4925.271484
	Iteration 86Q: 3 clusters Score -1797533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -1797533.000000 Penalty: 4925.271484
	Iteration 87Q: 3 clusters Score -1797533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -1797529.625000 Penalty: 4925.271484
	Iteration 88Q: 3 clusters Score -1797530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -1797536.125000 Penalty: 4925.271484
	Iteration 89Q: 3 clusters Score -1797536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -1797534.500000 Penalty: 4925.271484
	Iteration 90Q: 3 clusters Score -1797534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -1797533.125000 Penalty: 4925.271484
	Iteration 91Q: 3 clusters Score -1797533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -1797533.125000 Penalty: 4925.271484
	Iteration 92F: 3 clusters Score -1797533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Entering Unmasked Estep 
Score: -432930.937500 Penalty: 2084.031494
	Iteration 0F: 2 clusters Score -432930.9 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 2249 members 
Entering Unmasked Estep 
Score: -428726.000000 Penalty: 4168.062988
	Iteration 0F: 3 clusters Score -428726 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -429773.093750 Penalty: 4168.062988
	Iteration 1F: 3 clusters Score -429773.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -430098.250000 Penalty: 4168.062988
	Iteration 2F: 3 clusters Score -430098.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -430352.718750 Penalty: 4168.062988
	Iteration 3F: 3 clusters Score -430352.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -430527.718750 Penalty: 4168.062988
	Iteration 4F: 3 clusters Score -430527.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -430671.718750 Penalty: 4168.062988
	Iteration 5Q: 3 clusters Score -430671.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -430819.812500 Penalty: 4168.062988
	Iteration 6Q: 3 clusters Score -430819.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -430987.531250 Penalty: 4168.062988
	Iteration 7Q: 3 clusters Score -430987.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -431153.593750 Penalty: 4168.062988
	Iteration 8Q: 3 clusters Score -431153.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -431305.750000 Penalty: 4168.062988
	Iteration 9Q: 3 clusters Score -431305.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -431441.531250 Penalty: 4168.062988
	Iteration 10Q: 3 clusters Score -431441.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -431573.687500 Penalty: 4168.062988
	Iteration 11Q: 3 clusters Score -431573.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -431681.031250 Penalty: 4168.062988
	Iteration 12Q: 3 clusters Score -431681 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -431752.218750 Penalty: 4168.062988
	Iteration 13Q: 3 clusters Score -431752.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -431826.062500 Penalty: 4168.062988
	Iteration 14Q: 3 clusters Score -431826.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -431869.468750 Penalty: 4168.062988
	Iteration 15Q: 3 clusters Score -431869.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -431897.812500 Penalty: 4168.062988
	Iteration 16Q: 3 clusters Score -431897.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -431925.718750 Penalty: 4168.062988
	Iteration 17Q: 3 clusters Score -431925.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -431939.000000 Penalty: 4168.062988
	Iteration 18Q: 3 clusters Score -431939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -431947.531250 Penalty: 4168.062988
	Iteration 19Q: 3 clusters Score -431947.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -431951.281250 Penalty: 4168.062988
	Iteration 20F: 3 clusters Score -431951.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -431954.062500 Penalty: 4168.062988
	Iteration 21Q: 3 clusters Score -431954.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -431957.093750 Penalty: 4168.062988
	Iteration 22Q: 3 clusters Score -431957.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -431958.531250 Penalty: 4168.062988
	Iteration 23Q: 3 clusters Score -431958.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -431961.312500 Penalty: 4168.062988
	Iteration 24Q: 3 clusters Score -431961.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -431961.812500 Penalty: 4168.062988
	Iteration 25Q: 3 clusters Score -431961.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -431962.218750 Penalty: 4168.062988
	Iteration 26Q: 3 clusters Score -431962.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -431962.218750 Penalty: 4168.062988
	Iteration 27F: 3 clusters Score -431962.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (17747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Entering Unmasked Estep 
Score: -1941301.250000 Penalty: 2426.425049
	Iteration 0F: 2 clusters Score -1941301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1928736.125000 Penalty: 4852.850098
	Iteration 0F: 3 clusters Score -1928736 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1932911.875000 Penalty: 4852.850098
	Iteration 1F: 3 clusters Score -1932912 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1933450.875000 Penalty: 4852.850098
	Iteration 2F: 3 clusters Score -1933451 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1934010.875000 Penalty: 4852.850098
	Iteration 3F: 3 clusters Score -1934011 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1934672.250000 Penalty: 4852.850098
	Iteration 4F: 3 clusters Score -1934672 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1935399.875000 Penalty: 4852.850098
	Iteration 5F: 3 clusters Score -1935400 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1936040.125000 Penalty: 4852.850098
	Iteration 6F: 3 clusters Score -1936040 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1936569.875000 Penalty: 4852.850098
	Iteration 7F: 3 clusters Score -1936570 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1936939.875000 Penalty: 4852.850098
	Iteration 8Q: 3 clusters Score -1936940 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1937202.500000 Penalty: 4852.850098
	Iteration 9Q: 3 clusters Score -1937202 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1937400.750000 Penalty: 4852.850098
	Iteration 10Q: 3 clusters Score -1937401 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1937563.875000 Penalty: 4852.850098
	Iteration 11Q: 3 clusters Score -1937564 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1937707.000000 Penalty: 4852.850098
	Iteration 12Q: 3 clusters Score -1937707 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1937827.000000 Penalty: 4852.850098
	Iteration 13Q: 3 clusters Score -1937827 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1937925.500000 Penalty: 4852.850098
	Iteration 14Q: 3 clusters Score -1937926 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1938038.250000 Penalty: 4852.850098
	Iteration 15Q: 3 clusters Score -1938038 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1938159.500000 Penalty: 4852.850098
	Iteration 16Q: 3 clusters Score -1938160 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1938298.375000 Penalty: 4852.850098
	Iteration 17Q: 3 clusters Score -1938298 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1938427.875000 Penalty: 4852.850098
	Iteration 18Q: 3 clusters Score -1938428 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1938550.625000 Penalty: 4852.850098
	Iteration 19Q: 3 clusters Score -1938551 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1938696.250000 Penalty: 4852.850098
	Iteration 20F: 3 clusters Score -1938696 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1938799.000000 Penalty: 4852.850098
	Iteration 21Q: 3 clusters Score -1938799 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1938874.875000 Penalty: 4852.850098
	Iteration 22Q: 3 clusters Score -1938875 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1938931.875000 Penalty: 4852.850098
	Iteration 23Q: 3 clusters Score -1938932 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1938986.250000 Penalty: 4852.850098
	Iteration 24Q: 3 clusters Score -1938986 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1939036.125000 Penalty: 4852.850098
	Iteration 25Q: 3 clusters Score -1939036 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1939075.375000 Penalty: 4852.850098
	Iteration 26Q: 3 clusters Score -1939075 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1939116.875000 Penalty: 4852.850098
	Iteration 27Q: 3 clusters Score -1939117 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1939148.250000 Penalty: 4852.850098
	Iteration 28Q: 3 clusters Score -1939148 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1939163.875000 Penalty: 4852.850098
	Iteration 29Q: 3 clusters Score -1939164 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1939179.750000 Penalty: 4852.850098
	Iteration 30Q: 3 clusters Score -1939180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1939195.375000 Penalty: 4852.850098
	Iteration 31Q: 3 clusters Score -1939195 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1939209.875000 Penalty: 4852.850098
	Iteration 32Q: 3 clusters Score -1939210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1939219.750000 Penalty: 4852.850098
	Iteration 33Q: 3 clusters Score -1939220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1939229.500000 Penalty: 4852.850098
	Iteration 34Q: 3 clusters Score -1939230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1939233.125000 Penalty: 4852.850098
	Iteration 35Q: 3 clusters Score -1939233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1939244.000000 Penalty: 4852.850098
	Iteration 36Q: 3 clusters Score -1939244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1939243.375000 Penalty: 4852.850098
	Iteration 37Q: 3 clusters Score -1939243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1939246.750000 Penalty: 4852.850098
	Iteration 38Q: 3 clusters Score -1939247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1939249.125000 Penalty: 4852.850098
	Iteration 39Q: 3 clusters Score -1939249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1939249.875000 Penalty: 4852.850098
	Iteration 40F: 3 clusters Score -1939250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1939252.625000 Penalty: 4852.850098
	Iteration 41Q: 3 clusters Score -1939253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1939254.875000 Penalty: 4852.850098
	Iteration 42Q: 3 clusters Score -1939255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1939255.000000 Penalty: 4852.850098
	Iteration 43Q: 3 clusters Score -1939255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1939255.875000 Penalty: 4852.850098
	Iteration 44Q: 3 clusters Score -1939256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1939258.500000 Penalty: 4852.850098
	Iteration 45Q: 3 clusters Score -1939258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1939257.625000 Penalty: 4852.850098
	Iteration 46Q: 3 clusters Score -1939258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1939260.625000 Penalty: 4852.850098
	Iteration 47Q: 3 clusters Score -1939261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1939262.500000 Penalty: 4852.850098
	Iteration 48Q: 3 clusters Score -1939262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1939265.625000 Penalty: 4852.850098
	Iteration 49Q: 3 clusters Score -1939266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1939265.000000 Penalty: 4852.850098
	Iteration 50Q: 3 clusters Score -1939265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1939264.000000 Penalty: 4852.850098
	Iteration 51Q: 3 clusters Score -1939264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1939264.000000 Penalty: 4852.850098
	Iteration 52F: 3 clusters Score -1939264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -41236.675781 Penalty: 1505.542969
	Iteration 0F: 2 clusters Score -41236.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39815.324219 Penalty: 3011.085938
	Iteration 0F: 3 clusters Score -39815.32 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -39999.421875 Penalty: 3011.085938
	Iteration 1F: 3 clusters Score -39999.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -40091.269531 Penalty: 3011.085938
	Iteration 2F: 3 clusters Score -40091.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -40121.402344 Penalty: 3011.085938
	Iteration 3Q: 3 clusters Score -40121.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -40150.015625 Penalty: 3011.085938
	Iteration 4Q: 3 clusters Score -40150.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -40175.527344 Penalty: 3011.085938
	Iteration 5Q: 3 clusters Score -40175.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40187.621094 Penalty: 3011.085938
	Iteration 6Q: 3 clusters Score -40187.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40194.582031 Penalty: 3011.085938
	Iteration 7Q: 3 clusters Score -40194.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40196.312500 Penalty: 3011.085938
	Iteration 8Q: 3 clusters Score -40196.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40199.484375 Penalty: 3011.085938
	Iteration 9Q: 3 clusters Score -40199.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40203.210938 Penalty: 3011.085938
	Iteration 10Q: 3 clusters Score -40203.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40204.277344 Penalty: 3011.085938
	Iteration 11Q: 3 clusters Score -40204.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40204.277344 Penalty: 3011.085938
	Iteration 12F: 3 clusters Score -40204.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (16465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Entering Unmasked Estep 
Score: -1796270.375000 Penalty: 2407.830078
	Iteration 0F: 2 clusters Score -1796270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1784492.750000 Penalty: 4815.660156
	Iteration 0F: 3 clusters Score -1784493 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1788216.875000 Penalty: 4815.660156
	Iteration 1F: 3 clusters Score -1788217 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1788615.250000 Penalty: 4815.660156
	Iteration 2F: 3 clusters Score -1788615 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1788993.500000 Penalty: 4815.660156
	Iteration 3F: 3 clusters Score -1788994 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1789365.125000 Penalty: 4815.660156
	Iteration 4F: 3 clusters Score -1789365 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1789740.125000 Penalty: 4815.660156
	Iteration 5Q: 3 clusters Score -1789740 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1790148.625000 Penalty: 4815.660156
	Iteration 6Q: 3 clusters Score -1790149 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1790581.000000 Penalty: 4815.660156
	Iteration 7Q: 3 clusters Score -1790581 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1790990.625000 Penalty: 4815.660156
	Iteration 8Q: 3 clusters Score -1790991 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1791397.375000 Penalty: 4815.660156
	Iteration 9Q: 3 clusters Score -1791397 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1791763.250000 Penalty: 4815.660156
	Iteration 10Q: 3 clusters Score -1791763 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1792052.500000 Penalty: 4815.660156
	Iteration 11Q: 3 clusters Score -1792052 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1792280.875000 Penalty: 4815.660156
	Iteration 12Q: 3 clusters Score -1792281 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1792448.750000 Penalty: 4815.660156
	Iteration 13Q: 3 clusters Score -1792449 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1792590.000000 Penalty: 4815.660156
	Iteration 14Q: 3 clusters Score -1792590 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1792722.000000 Penalty: 4815.660156
	Iteration 15Q: 3 clusters Score -1792722 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1792856.750000 Penalty: 4815.660156
	Iteration 16Q: 3 clusters Score -1792857 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1793014.375000 Penalty: 4815.660156
	Iteration 17Q: 3 clusters Score -1793014 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1793152.875000 Penalty: 4815.660156
	Iteration 18Q: 3 clusters Score -1793153 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1793297.750000 Penalty: 4815.660156
	Iteration 19Q: 3 clusters Score -1793298 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1793406.125000 Penalty: 4815.660156
	Iteration 20F: 3 clusters Score -1793406 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1793510.875000 Penalty: 4815.660156
	Iteration 21Q: 3 clusters Score -1793511 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -1793620.625000 Penalty: 4815.660156
	Iteration 22Q: 3 clusters Score -1793621 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -1793701.750000 Penalty: 4815.660156
	Iteration 23Q: 3 clusters Score -1793702 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1793777.125000 Penalty: 4815.660156
	Iteration 24Q: 3 clusters Score -1793777 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1793841.875000 Penalty: 4815.660156
	Iteration 25Q: 3 clusters Score -1793842 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1793895.250000 Penalty: 4815.660156
	Iteration 26Q: 3 clusters Score -1793895 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -1793940.750000 Penalty: 4815.660156
	Iteration 27Q: 3 clusters Score -1793941 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1794000.125000 Penalty: 4815.660156
	Iteration 28Q: 3 clusters Score -1794000 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -1794047.875000 Penalty: 4815.660156
	Iteration 29Q: 3 clusters Score -1794048 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -1794090.750000 Penalty: 4815.660156
	Iteration 30Q: 3 clusters Score -1794091 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -1794123.375000 Penalty: 4815.660156
	Iteration 31Q: 3 clusters Score -1794123 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -1794158.625000 Penalty: 4815.660156
	Iteration 32Q: 3 clusters Score -1794159 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -1794185.375000 Penalty: 4815.660156
	Iteration 33Q: 3 clusters Score -1794185 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -1794202.625000 Penalty: 4815.660156
	Iteration 34Q: 3 clusters Score -1794203 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -1794216.875000 Penalty: 4815.660156
	Iteration 35Q: 3 clusters Score -1794217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -1794228.250000 Penalty: 4815.660156
	Iteration 36Q: 3 clusters Score -1794228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -1794239.750000 Penalty: 4815.660156
	Iteration 37Q: 3 clusters Score -1794240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -1794240.000000 Penalty: 4815.660156
	Iteration 38Q: 3 clusters Score -1794240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -1794241.500000 Penalty: 4815.660156
	Iteration 39Q: 3 clusters Score -1794242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -1794247.750000 Penalty: 4815.660156
	Iteration 40F: 3 clusters Score -1794248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1794246.500000 Penalty: 4815.660156
	Iteration 41Q: 3 clusters Score -1794246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -1794249.375000 Penalty: 4815.660156
	Iteration 42Q: 3 clusters Score -1794249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -1794248.750000 Penalty: 4815.660156
	Iteration 43Q: 3 clusters Score -1794249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -1794248.750000 Penalty: 4815.660156
	Iteration 44F: 3 clusters Score -1794249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Entering Unmasked Estep 
Score: -869911.937500 Penalty: 2249.769775
	Iteration 0F: 2 clusters Score -869911.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -863114.812500 Penalty: 4499.539551
	Iteration 0F: 3 clusters Score -863114.8 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -865145.000000 Penalty: 4499.539551
	Iteration 1F: 3 clusters Score -865145 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -865466.812500 Penalty: 4499.539551
	Iteration 2F: 3 clusters Score -865466.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -865681.437500 Penalty: 4499.539551
	Iteration 3F: 3 clusters Score -865681.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -865843.562500 Penalty: 4499.539551
	Iteration 4Q: 3 clusters Score -865843.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -865987.687500 Penalty: 4499.539551
	Iteration 5Q: 3 clusters Score -865987.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -866134.812500 Penalty: 4499.539551
	Iteration 6Q: 3 clusters Score -866134.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -866267.812500 Penalty: 4499.539551
	Iteration 7Q: 3 clusters Score -866267.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -866385.375000 Penalty: 4499.539551
	Iteration 8Q: 3 clusters Score -866385.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -866488.125000 Penalty: 4499.539551
	Iteration 9Q: 3 clusters Score -866488.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -866584.687500 Penalty: 4499.539551
	Iteration 10Q: 3 clusters Score -866584.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -866683.625000 Penalty: 4499.539551
	Iteration 11Q: 3 clusters Score -866683.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -866768.750000 Penalty: 4499.539551
	Iteration 12Q: 3 clusters Score -866768.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -866826.250000 Penalty: 4499.539551
	Iteration 13Q: 3 clusters Score -866826.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -866881.687500 Penalty: 4499.539551
	Iteration 14Q: 3 clusters Score -866881.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -866930.187500 Penalty: 4499.539551
	Iteration 15Q: 3 clusters Score -866930.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -866980.500000 Penalty: 4499.539551
	Iteration 16Q: 3 clusters Score -866980.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -867023.687500 Penalty: 4499.539551
	Iteration 17Q: 3 clusters Score -867023.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -867070.937500 Penalty: 4499.539551
	Iteration 18Q: 3 clusters Score -867070.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -867121.062500 Penalty: 4499.539551
	Iteration 19Q: 3 clusters Score -867121.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -867164.687500 Penalty: 4499.539551
	Iteration 20F: 3 clusters Score -867164.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -867210.500000 Penalty: 4499.539551
	Iteration 21Q: 3 clusters Score -867210.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -867265.250000 Penalty: 4499.539551
	Iteration 22Q: 3 clusters Score -867265.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -867316.375000 Penalty: 4499.539551
	Iteration 23Q: 3 clusters Score -867316.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -867360.375000 Penalty: 4499.539551
	Iteration 24Q: 3 clusters Score -867360.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -867413.812500 Penalty: 4499.539551
	Iteration 25Q: 3 clusters Score -867413.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -867455.937500 Penalty: 4499.539551
	Iteration 26Q: 3 clusters Score -867455.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -867488.750000 Penalty: 4499.539551
	Iteration 27Q: 3 clusters Score -867488.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -867515.500000 Penalty: 4499.539551
	Iteration 28Q: 3 clusters Score -867515.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -867545.062500 Penalty: 4499.539551
	Iteration 29Q: 3 clusters Score -867545.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -867580.437500 Penalty: 4499.539551
	Iteration 30Q: 3 clusters Score -867580.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -867602.500000 Penalty: 4499.539551
	Iteration 31Q: 3 clusters Score -867602.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -867620.562500 Penalty: 4499.539551
	Iteration 32Q: 3 clusters Score -867620.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -867639.437500 Penalty: 4499.539551
	Iteration 33Q: 3 clusters Score -867639.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -867660.187500 Penalty: 4499.539551
	Iteration 34Q: 3 clusters Score -867660.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -867674.000000 Penalty: 4499.539551
	Iteration 35Q: 3 clusters Score -867674 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -867693.187500 Penalty: 4499.539551
	Iteration 36Q: 3 clusters Score -867693.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -867713.187500 Penalty: 4499.539551
	Iteration 37Q: 3 clusters Score -867713.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -867727.000000 Penalty: 4499.539551
	Iteration 38Q: 3 clusters Score -867727 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -867737.687500 Penalty: 4499.539551
	Iteration 39Q: 3 clusters Score -867737.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -867749.750000 Penalty: 4499.539551
	Iteration 40F: 3 clusters Score -867749.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -867758.687500 Penalty: 4499.539551
	Iteration 41Q: 3 clusters Score -867758.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -867770.062500 Penalty: 4499.539551
	Iteration 42Q: 3 clusters Score -867770.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -867782.375000 Penalty: 4499.539551
	Iteration 43Q: 3 clusters Score -867782.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -867789.062500 Penalty: 4499.539551
	Iteration 44Q: 3 clusters Score -867789.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -867795.625000 Penalty: 4499.539551
	Iteration 45Q: 3 clusters Score -867795.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -867800.875000 Penalty: 4499.539551
	Iteration 46Q: 3 clusters Score -867800.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -867807.812500 Penalty: 4499.539551
	Iteration 47Q: 3 clusters Score -867807.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -867811.250000 Penalty: 4499.539551
	Iteration 48Q: 3 clusters Score -867811.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -867818.312500 Penalty: 4499.539551
	Iteration 49Q: 3 clusters Score -867818.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -867823.437500 Penalty: 4499.539551
	Iteration 50Q: 3 clusters Score -867823.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -867826.687500 Penalty: 4499.539551
	Iteration 51Q: 3 clusters Score -867826.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -867832.562500 Penalty: 4499.539551
	Iteration 52Q: 3 clusters Score -867832.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -867834.500000 Penalty: 4499.539551
	Iteration 53Q: 3 clusters Score -867834.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -867835.687500 Penalty: 4499.539551
	Iteration 54Q: 3 clusters Score -867835.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -867841.000000 Penalty: 4499.539551
	Iteration 55Q: 3 clusters Score -867841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -867844.375000 Penalty: 4499.539551
	Iteration 56Q: 3 clusters Score -867844.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -867845.562500 Penalty: 4499.539551
	Iteration 57Q: 3 clusters Score -867845.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -867850.687500 Penalty: 4499.539551
	Iteration 58Q: 3 clusters Score -867850.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -867855.812500 Penalty: 4499.539551
	Iteration 59Q: 3 clusters Score -867855.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -867858.125000 Penalty: 4499.539551
	Iteration 60F: 3 clusters Score -867858.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -867863.250000 Penalty: 4499.539551
	Iteration 61Q: 3 clusters Score -867863.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -867868.375000 Penalty: 4499.539551
	Iteration 62Q: 3 clusters Score -867868.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -867873.562500 Penalty: 4499.539551
	Iteration 63Q: 3 clusters Score -867873.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -867882.625000 Penalty: 4499.539551
	Iteration 64Q: 3 clusters Score -867882.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -867894.000000 Penalty: 4499.539551
	Iteration 65Q: 3 clusters Score -867894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -867906.687500 Penalty: 4499.539551
	Iteration 66Q: 3 clusters Score -867906.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -867915.437500 Penalty: 4499.539551
	Iteration 67Q: 3 clusters Score -867915.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -867925.187500 Penalty: 4499.539551
	Iteration 68Q: 3 clusters Score -867925.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -867936.562500 Penalty: 4499.539551
	Iteration 69Q: 3 clusters Score -867936.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -867939.937500 Penalty: 4499.539551
	Iteration 70Q: 3 clusters Score -867939.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -867947.875000 Penalty: 4499.539551
	Iteration 71Q: 3 clusters Score -867947.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -867957.375000 Penalty: 4499.539551
	Iteration 72Q: 3 clusters Score -867957.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -867961.250000 Penalty: 4499.539551
	Iteration 73Q: 3 clusters Score -867961.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -867966.375000 Penalty: 4499.539551
	Iteration 74Q: 3 clusters Score -867966.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -867968.062500 Penalty: 4499.539551
	Iteration 75Q: 3 clusters Score -867968.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -867971.625000 Penalty: 4499.539551
	Iteration 76Q: 3 clusters Score -867971.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -867973.062500 Penalty: 4499.539551
	Iteration 77Q: 3 clusters Score -867973.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -867972.687500 Penalty: 4499.539551
	Iteration 78Q: 3 clusters Score -867972.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -867973.250000 Penalty: 4499.539551
	Iteration 79Q: 3 clusters Score -867973.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -867972.750000 Penalty: 4499.539551
	Iteration 80F: 3 clusters Score -867972.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Entering Unmasked Estep 
Score: -856008.750000 Penalty: 2225.736816
	Iteration 0F: 2 clusters Score -856008.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -849631.500000 Penalty: 4451.473633
	Iteration 0F: 3 clusters Score -849631.5 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -851319.625000 Penalty: 4451.473633
	Iteration 1F: 3 clusters Score -851319.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -851582.187500 Penalty: 4451.473633
	Iteration 2F: 3 clusters Score -851582.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -851758.250000 Penalty: 4451.473633
	Iteration 3Q: 3 clusters Score -851758.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -851913.125000 Penalty: 4451.473633
	Iteration 4Q: 3 clusters Score -851913.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -852043.000000 Penalty: 4451.473633
	Iteration 5Q: 3 clusters Score -852043 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -852157.500000 Penalty: 4451.473633
	Iteration 6Q: 3 clusters Score -852157.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -852275.562500 Penalty: 4451.473633
	Iteration 7Q: 3 clusters Score -852275.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -852423.312500 Penalty: 4451.473633
	Iteration 8Q: 3 clusters Score -852423.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -852608.937500 Penalty: 4451.473633
	Iteration 9Q: 3 clusters Score -852608.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -852817.875000 Penalty: 4451.473633
	Iteration 10Q: 3 clusters Score -852817.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -853067.937500 Penalty: 4451.473633
	Iteration 11Q: 3 clusters Score -853067.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -853344.562500 Penalty: 4451.473633
	Iteration 12Q: 3 clusters Score -853344.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -853598.562500 Penalty: 4451.473633
	Iteration 13Q: 3 clusters Score -853598.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -853787.125000 Penalty: 4451.473633
	Iteration 14Q: 3 clusters Score -853787.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -853931.437500 Penalty: 4451.473633
	Iteration 15Q: 3 clusters Score -853931.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -854058.250000 Penalty: 4451.473633
	Iteration 16Q: 3 clusters Score -854058.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -854133.500000 Penalty: 4451.473633
	Iteration 17Q: 3 clusters Score -854133.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -854181.250000 Penalty: 4451.473633
	Iteration 18Q: 3 clusters Score -854181.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -854229.250000 Penalty: 4451.473633
	Iteration 19Q: 3 clusters Score -854229.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -854263.625000 Penalty: 4451.473633
	Iteration 20F: 3 clusters Score -854263.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -854288.187500 Penalty: 4451.473633
	Iteration 21Q: 3 clusters Score -854288.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -854308.437500 Penalty: 4451.473633
	Iteration 22Q: 3 clusters Score -854308.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -854330.750000 Penalty: 4451.473633
	Iteration 23Q: 3 clusters Score -854330.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -854349.062500 Penalty: 4451.473633
	Iteration 24Q: 3 clusters Score -854349.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -854362.687500 Penalty: 4451.473633
	Iteration 25Q: 3 clusters Score -854362.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -854379.312500 Penalty: 4451.473633
	Iteration 26Q: 3 clusters Score -854379.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -854395.187500 Penalty: 4451.473633
	Iteration 27Q: 3 clusters Score -854395.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -854402.937500 Penalty: 4451.473633
	Iteration 28Q: 3 clusters Score -854402.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -854410.625000 Penalty: 4451.473633
	Iteration 29Q: 3 clusters Score -854410.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -854416.250000 Penalty: 4451.473633
	Iteration 30Q: 3 clusters Score -854416.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -854420.375000 Penalty: 4451.473633
	Iteration 31Q: 3 clusters Score -854420.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -854426.187500 Penalty: 4451.473633
	Iteration 32Q: 3 clusters Score -854426.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -854433.187500 Penalty: 4451.473633
	Iteration 33Q: 3 clusters Score -854433.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -854438.812500 Penalty: 4451.473633
	Iteration 34Q: 3 clusters Score -854438.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -854443.625000 Penalty: 4451.473633
	Iteration 35Q: 3 clusters Score -854443.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -854444.250000 Penalty: 4451.473633
	Iteration 36Q: 3 clusters Score -854444.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -854444.875000 Penalty: 4451.473633
	Iteration 37Q: 3 clusters Score -854444.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -854444.875000 Penalty: 4451.473633
	Iteration 38F: 3 clusters Score -854444.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -41167.320312 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -41167.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -39736.890625 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -39736.89 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -39968.632812 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -39968.63 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40159.207031 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -40159.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -40258.164062 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -40258.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -40289.472656 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -40289.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -40305.402344 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -40305.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -40314.308594 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -40314.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -40323.351562 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -40323.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -40329.312500 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -40329.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -40330.363281 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -40330.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -40334.023438 Penalty: 3060.126709
	Iteration 10Q: 3 clusters Score -40334.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -40338.128906 Penalty: 3060.126709
	Iteration 11Q: 3 clusters Score -40338.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -40342.230469 Penalty: 3060.126709
	Iteration 12Q: 3 clusters Score -40342.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -40348.152344 Penalty: 3060.126709
	Iteration 13Q: 3 clusters Score -40348.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -40355.820312 Penalty: 3060.126709
	Iteration 14Q: 3 clusters Score -40355.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -40367.824219 Penalty: 3060.126709
	Iteration 15Q: 3 clusters Score -40367.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -40375.800781 Penalty: 3060.126709
	Iteration 16Q: 3 clusters Score -40375.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -40380.683594 Penalty: 3060.126709
	Iteration 17Q: 3 clusters Score -40380.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -40388.320312 Penalty: 3060.126709
	Iteration 18Q: 3 clusters Score -40388.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -40403.988281 Penalty: 3060.126709
	Iteration 19Q: 3 clusters Score -40403.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -40425.273438 Penalty: 3060.126709
	Iteration 20F: 3 clusters Score -40425.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -40444.535156 Penalty: 3060.126709
	Iteration 21Q: 3 clusters Score -40444.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -40472.960938 Penalty: 3060.126709
	Iteration 22Q: 3 clusters Score -40472.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -40512.437500 Penalty: 3060.126709
	Iteration 23Q: 3 clusters Score -40512.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -40529.441406 Penalty: 3060.126709
	Iteration 24Q: 3 clusters Score -40529.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -40543.449219 Penalty: 3060.126709
	Iteration 25Q: 3 clusters Score -40543.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -40572.109375 Penalty: 3060.126709
	Iteration 26Q: 3 clusters Score -40572.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -40574.691406 Penalty: 3060.126709
	Iteration 27Q: 3 clusters Score -40574.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -40574.691406 Penalty: 3060.126709
	Iteration 28F: 3 clusters Score -40574.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (90327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90327 members 
Entering Unmasked Estep 
Score: -9847222.000000 Penalty: 2829.975586
	Iteration 0F: 2 clusters Score -9847222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -9786915.000000 Penalty: 5659.951172
	Iteration 0F: 3 clusters Score -9786915 nChanged 42527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -9810982.000000 Penalty: 5659.951172
	Iteration 1F: 3 clusters Score -9810982 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 45129 members 
Entering Unmasked Estep 
Score: -9811841.000000 Penalty: 5659.951172
	Iteration 2Q: 3 clusters Score -9811841 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -9812889.000000 Penalty: 5659.951172
	Iteration 3Q: 3 clusters Score -9812889 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -9814104.000000 Penalty: 5659.951172
	Iteration 4Q: 3 clusters Score -9814104 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 45731 members 
Entering Unmasked Estep 
Score: -9815623.000000 Penalty: 5659.951172
	Iteration 5Q: 3 clusters Score -9815623 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 46013 members 
Entering Unmasked Estep 
Score: -9817390.000000 Penalty: 5659.951172
	Iteration 6Q: 3 clusters Score -9817390 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -9819279.000000 Penalty: 5659.951172
	Iteration 7Q: 3 clusters Score -9819279 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 46898 members 
Entering Unmasked Estep 
Score: -9821368.000000 Penalty: 5659.951172
	Iteration 8Q: 3 clusters Score -9821368 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 47508 members 
Entering Unmasked Estep 
Score: -9823618.000000 Penalty: 5659.951172
	Iteration 9Q: 3 clusters Score -9823618 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -9825840.000000 Penalty: 5659.951172
	Iteration 10Q: 3 clusters Score -9825840 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 48957 members 
Entering Unmasked Estep 
Score: -9827742.000000 Penalty: 5659.951172
	Iteration 11Q: 3 clusters Score -9827742 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -9829069.000000 Penalty: 5659.951172
	Iteration 12Q: 3 clusters Score -9829069 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 50317 members 
Entering Unmasked Estep 
Score: -9829969.000000 Penalty: 5659.951172
	Iteration 13Q: 3 clusters Score -9829969 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 51005 members 
Entering Unmasked Estep 
Score: -9830461.000000 Penalty: 5659.951172
	Iteration 14Q: 3 clusters Score -9830461 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 51630 members 
Entering Unmasked Estep 
Score: -9830663.000000 Penalty: 5659.951172
	Iteration 15Q: 3 clusters Score -9830663 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 52255 members 
Entering Unmasked Estep 
Score: -9830881.000000 Penalty: 5659.951172
	Iteration 16Q: 3 clusters Score -9830881 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -9831116.000000 Penalty: 5659.951172
	Iteration 17Q: 3 clusters Score -9831116 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 53646 members 
Entering Unmasked Estep 
Score: -9831311.000000 Penalty: 5659.951172
	Iteration 18Q: 3 clusters Score -9831311 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 54383 members 
Entering Unmasked Estep 
Score: -9831419.000000 Penalty: 5659.951172
	Iteration 19Q: 3 clusters Score -9831419 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 55173 members 
Entering Unmasked Estep 
Score: -9831568.000000 Penalty: 5659.951172
	Iteration 20F: 3 clusters Score -9831568 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 55997 members 
Entering Unmasked Estep 
Score: -9831747.000000 Penalty: 5659.951172
	Iteration 21Q: 3 clusters Score -9831747 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 56791 members 
Entering Unmasked Estep 
Score: -9831867.000000 Penalty: 5659.951172
	Iteration 22Q: 3 clusters Score -9831867 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 57633 members 
Entering Unmasked Estep 
Score: -9832002.000000 Penalty: 5659.951172
	Iteration 23Q: 3 clusters Score -9832002 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 58523 members 
Entering Unmasked Estep 
Score: -9832131.000000 Penalty: 5659.951172
	Iteration 24Q: 3 clusters Score -9832131 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 59484 members 
Entering Unmasked Estep 
Score: -9832344.000000 Penalty: 5659.951172
	Iteration 25Q: 3 clusters Score -9832344 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 60503 members 
Entering Unmasked Estep 
Score: -9832527.000000 Penalty: 5659.951172
	Iteration 26Q: 3 clusters Score -9832527 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 61587 members 
Entering Unmasked Estep 
Score: -9832791.000000 Penalty: 5659.951172
	Iteration 27Q: 3 clusters Score -9832791 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 62720 members 
Entering Unmasked Estep 
Score: -9833010.000000 Penalty: 5659.951172
	Iteration 28Q: 3 clusters Score -9833010 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 63902 members 
Entering Unmasked Estep 
Score: -9833319.000000 Penalty: 5659.951172
	Iteration 29Q: 3 clusters Score -9833319 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 65185 members 
Entering Unmasked Estep 
Score: -9833668.000000 Penalty: 5659.951172
	Iteration 30Q: 3 clusters Score -9833668 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 66535 members 
Entering Unmasked Estep 
Score: -9834115.000000 Penalty: 5659.951172
	Iteration 31Q: 3 clusters Score -9834115 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 68016 members 
Entering Unmasked Estep 
Score: -9834505.000000 Penalty: 5659.951172
	Iteration 32Q: 3 clusters Score -9834505 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 69570 members 
Entering Unmasked Estep 
Score: -9834993.000000 Penalty: 5659.951172
	Iteration 33Q: 3 clusters Score -9834993 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 71227 members 
Entering Unmasked Estep 
Score: -9835537.000000 Penalty: 5659.951172
	Iteration 34Q: 3 clusters Score -9835537 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 72957 members 
Entering Unmasked Estep 
Score: -9836213.000000 Penalty: 5659.951172
	Iteration 35Q: 3 clusters Score -9836213 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 74741 members 
Entering Unmasked Estep 
Score: -9836928.000000 Penalty: 5659.951172
	Iteration 36Q: 3 clusters Score -9836928 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 76579 members 
Entering Unmasked Estep 
Score: -9837727.000000 Penalty: 5659.951172
	Iteration 37Q: 3 clusters Score -9837727 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 78293 members 
Entering Unmasked Estep 
Score: -9838500.000000 Penalty: 5659.951172
	Iteration 38Q: 3 clusters Score -9838500 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 79923 members 
Entering Unmasked Estep 
Score: -9839248.000000 Penalty: 5659.951172
	Iteration 39Q: 3 clusters Score -9839248 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 81512 members 
Entering Unmasked Estep 
Score: -9840086.000000 Penalty: 5659.951172
	Iteration 40F: 3 clusters Score -9840086 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 83020 members 
Entering Unmasked Estep 
Score: -9840894.000000 Penalty: 5659.951172
	Iteration 41Q: 3 clusters Score -9840894 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 84422 members 
Entering Unmasked Estep 
Score: -9841704.000000 Penalty: 5659.951172
	Iteration 42Q: 3 clusters Score -9841704 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 85634 members 
Entering Unmasked Estep 
Score: -9842503.000000 Penalty: 5659.951172
	Iteration 43Q: 3 clusters Score -9842503 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 86694 members 
Entering Unmasked Estep 
Score: -9843118.000000 Penalty: 5659.951172
	Iteration 44Q: 3 clusters Score -9843118 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 87553 members 
Entering Unmasked Estep 
Score: -9843692.000000 Penalty: 5659.951172
	Iteration 45Q: 3 clusters Score -9843692 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 88181 members 
Entering Unmasked Estep 
Score: -9844031.000000 Penalty: 5659.951172
	Iteration 46Q: 3 clusters Score -9844031 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 88601 members 
Entering Unmasked Estep 
Score: -9844258.000000 Penalty: 5659.951172
	Iteration 47Q: 3 clusters Score -9844258 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 88897 members 
Entering Unmasked Estep 
Score: -9844438.000000 Penalty: 5659.951172
	Iteration 48Q: 3 clusters Score -9844438 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 89107 members 
Entering Unmasked Estep 
Score: -9844558.000000 Penalty: 5659.951172
	Iteration 49Q: 3 clusters Score -9844558 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 89241 members 
Entering Unmasked Estep 
Score: -9844639.000000 Penalty: 5659.951172
	Iteration 50Q: 3 clusters Score -9844639 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 89335 members 
Entering Unmasked Estep 
Score: -9844679.000000 Penalty: 5659.951172
	Iteration 51Q: 3 clusters Score -9844679 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 89414 members 
Entering Unmasked Estep 
Score: -9844708.000000 Penalty: 5659.951172
	Iteration 52Q: 3 clusters Score -9844708 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 89475 members 
Entering Unmasked Estep 
Score: -9844751.000000 Penalty: 5659.951172
	Iteration 53Q: 3 clusters Score -9844751 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 89522 members 
Entering Unmasked Estep 
Score: -9844788.000000 Penalty: 5659.951172
	Iteration 54Q: 3 clusters Score -9844788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 89547 members 
Entering Unmasked Estep 
Score: -9844803.000000 Penalty: 5659.951172
	Iteration 55Q: 3 clusters Score -9844803 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 89568 members 
Entering Unmasked Estep 
Score: -9844806.000000 Penalty: 5659.951172
	Iteration 56Q: 3 clusters Score -9844806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 89577 members 
Entering Unmasked Estep 
Score: -9844813.000000 Penalty: 5659.951172
	Iteration 57Q: 3 clusters Score -9844813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 89587 members 
Entering Unmasked Estep 
Score: -9844814.000000 Penalty: 5659.951172
	Iteration 58Q: 3 clusters Score -9844814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 89593 members 
Entering Unmasked Estep 
Score: -9844821.000000 Penalty: 5659.951172
	Iteration 59Q: 3 clusters Score -9844821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 89599 members 
Entering Unmasked Estep 
Score: -9844827.000000 Penalty: 5659.951172
	Iteration 60F: 3 clusters Score -9844827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 89606 members 
Entering Unmasked Estep 
Score: -9844826.000000 Penalty: 5659.951172
	Iteration 61Q: 3 clusters Score -9844826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 89613 members 
Entering Unmasked Estep 
Score: -9844831.000000 Penalty: 5659.951172
	Iteration 62Q: 3 clusters Score -9844831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 89618 members 
Entering Unmasked Estep 
Score: -9844840.000000 Penalty: 5659.951172
	Iteration 63Q: 3 clusters Score -9844840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 89629 members 
Entering Unmasked Estep 
Score: -9844852.000000 Penalty: 5659.951172
	Iteration 64Q: 3 clusters Score -9844852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 89635 members 
Entering Unmasked Estep 
Score: -9844850.000000 Penalty: 5659.951172
	Iteration 65Q: 3 clusters Score -9844850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 89639 members 
Entering Unmasked Estep 
Score: -9844853.000000 Penalty: 5659.951172
	Iteration 66Q: 3 clusters Score -9844853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 89644 members 
Entering Unmasked Estep 
Score: -9844846.000000 Penalty: 5659.951172
	Iteration 67Q: 3 clusters Score -9844846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 89650 members 
Entering Unmasked Estep 
Score: -9844854.000000 Penalty: 5659.951172
	Iteration 68Q: 3 clusters Score -9844854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 89654 members 
Entering Unmasked Estep 
Score: -9844851.000000 Penalty: 5659.951172
	Iteration 69Q: 3 clusters Score -9844851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 89657 members 
Entering Unmasked Estep 
Score: -9844848.000000 Penalty: 5659.951172
	Iteration 70Q: 3 clusters Score -9844848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 89660 members 
Entering Unmasked Estep 
Score: -9844847.000000 Penalty: 5659.951172
	Iteration 71Q: 3 clusters Score -9844847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 89662 members 
Entering Unmasked Estep 
Score: -9844848.000000 Penalty: 5659.951172
	Iteration 72Q: 3 clusters Score -9844848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 89666 members 
Entering Unmasked Estep 
Score: -9844848.000000 Penalty: 5659.951172
	Iteration 73Q: 3 clusters Score -9844848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 89668 members 
Entering Unmasked Estep 
Score: -9844859.000000 Penalty: 5659.951172
	Iteration 74Q: 3 clusters Score -9844859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 89671 members 
Entering Unmasked Estep 
Score: -9844861.000000 Penalty: 5659.951172
	Iteration 75Q: 3 clusters Score -9844861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 89671 members 
Entering Unmasked Estep 
Score: -9844866.000000 Penalty: 5659.951172
	Iteration 76Q: 3 clusters Score -9844866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 89673 members 
Entering Unmasked Estep 
Score: -9844863.000000 Penalty: 5659.951172
	Iteration 77Q: 3 clusters Score -9844863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 89675 members 
Entering Unmasked Estep 
Score: -9844863.000000 Penalty: 5659.951172
	Iteration 78Q: 3 clusters Score -9844863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 89676 members 
Entering Unmasked Estep 
Score: -9844868.000000 Penalty: 5659.951172
	Iteration 79Q: 3 clusters Score -9844868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 89677 members 
Entering Unmasked Estep 
Score: -9844867.000000 Penalty: 5659.951172
	Iteration 80F: 3 clusters Score -9844867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (13631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Entering Unmasked Estep 
Score: -1504204.500000 Penalty: 2360.985107
	Iteration 0F: 2 clusters Score -1504204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1494293.250000 Penalty: 4721.970215
	Iteration 0F: 3 clusters Score -1494293 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1497470.875000 Penalty: 4721.970215
	Iteration 1F: 3 clusters Score -1497471 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1497997.625000 Penalty: 4721.970215
	Iteration 2F: 3 clusters Score -1497998 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1498502.375000 Penalty: 4721.970215
	Iteration 3F: 3 clusters Score -1498502 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1498960.500000 Penalty: 4721.970215
	Iteration 4F: 3 clusters Score -1498960 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1499341.500000 Penalty: 4721.970215
	Iteration 5F: 3 clusters Score -1499342 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1499678.625000 Penalty: 4721.970215
	Iteration 6Q: 3 clusters Score -1499679 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1499974.750000 Penalty: 4721.970215
	Iteration 7Q: 3 clusters Score -1499975 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1500198.125000 Penalty: 4721.970215
	Iteration 8Q: 3 clusters Score -1500198 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1500376.875000 Penalty: 4721.970215
	Iteration 9Q: 3 clusters Score -1500377 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1500550.375000 Penalty: 4721.970215
	Iteration 10Q: 3 clusters Score -1500550 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1500701.500000 Penalty: 4721.970215
	Iteration 11Q: 3 clusters Score -1500702 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1500858.875000 Penalty: 4721.970215
	Iteration 12Q: 3 clusters Score -1500859 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1501007.750000 Penalty: 4721.970215
	Iteration 13Q: 3 clusters Score -1501008 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1501128.750000 Penalty: 4721.970215
	Iteration 14Q: 3 clusters Score -1501129 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1501237.875000 Penalty: 4721.970215
	Iteration 15Q: 3 clusters Score -1501238 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1501335.375000 Penalty: 4721.970215
	Iteration 16Q: 3 clusters Score -1501335 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1501432.750000 Penalty: 4721.970215
	Iteration 17Q: 3 clusters Score -1501433 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1501531.250000 Penalty: 4721.970215
	Iteration 18Q: 3 clusters Score -1501531 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1501629.000000 Penalty: 4721.970215
	Iteration 19Q: 3 clusters Score -1501629 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1501703.375000 Penalty: 4721.970215
	Iteration 20F: 3 clusters Score -1501703 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1501783.625000 Penalty: 4721.970215
	Iteration 21Q: 3 clusters Score -1501784 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1501853.500000 Penalty: 4721.970215
	Iteration 22Q: 3 clusters Score -1501854 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1501918.375000 Penalty: 4721.970215
	Iteration 23Q: 3 clusters Score -1501918 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1501979.125000 Penalty: 4721.970215
	Iteration 24Q: 3 clusters Score -1501979 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1502022.000000 Penalty: 4721.970215
	Iteration 25Q: 3 clusters Score -1502022 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -1502060.375000 Penalty: 4721.970215
	Iteration 26Q: 3 clusters Score -1502060 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1502087.875000 Penalty: 4721.970215
	Iteration 27Q: 3 clusters Score -1502088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1502099.500000 Penalty: 4721.970215
	Iteration 28Q: 3 clusters Score -1502100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1502107.750000 Penalty: 4721.970215
	Iteration 29Q: 3 clusters Score -1502108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1502118.750000 Penalty: 4721.970215
	Iteration 30Q: 3 clusters Score -1502119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1502126.250000 Penalty: 4721.970215
	Iteration 31Q: 3 clusters Score -1502126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1502138.875000 Penalty: 4721.970215
	Iteration 32Q: 3 clusters Score -1502139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1502145.000000 Penalty: 4721.970215
	Iteration 33Q: 3 clusters Score -1502145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1502154.250000 Penalty: 4721.970215
	Iteration 34Q: 3 clusters Score -1502154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1502160.125000 Penalty: 4721.970215
	Iteration 35Q: 3 clusters Score -1502160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -1502166.375000 Penalty: 4721.970215
	Iteration 36Q: 3 clusters Score -1502166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1502174.625000 Penalty: 4721.970215
	Iteration 37Q: 3 clusters Score -1502175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1502173.000000 Penalty: 4721.970215
	Iteration 38Q: 3 clusters Score -1502173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1502175.250000 Penalty: 4721.970215
	Iteration 39Q: 3 clusters Score -1502175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1502181.875000 Penalty: 4721.970215
	Iteration 40F: 3 clusters Score -1502182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1502184.375000 Penalty: 4721.970215
	Iteration 41Q: 3 clusters Score -1502184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1502188.375000 Penalty: 4721.970215
	Iteration 42Q: 3 clusters Score -1502188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1502190.375000 Penalty: 4721.970215
	Iteration 43Q: 3 clusters Score -1502190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1502198.750000 Penalty: 4721.970215
	Iteration 44Q: 3 clusters Score -1502199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1502198.125000 Penalty: 4721.970215
	Iteration 45Q: 3 clusters Score -1502198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1502203.875000 Penalty: 4721.970215
	Iteration 46Q: 3 clusters Score -1502204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1502203.750000 Penalty: 4721.970215
	Iteration 47Q: 3 clusters Score -1502204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1502203.750000 Penalty: 4721.970215
	Iteration 48F: 3 clusters Score -1502204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -163343.906250 Penalty: 1830.921143
	Iteration 0F: 2 clusters Score -163343.9 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: -160982.593750 Penalty: 3661.842285
	Iteration 0F: 3 clusters Score -160982.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -161369.531250 Penalty: 3661.842285
	Iteration 1F: 3 clusters Score -161369.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -161500.437500 Penalty: 3661.842285
	Iteration 2F: 3 clusters Score -161500.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -161576.234375 Penalty: 3661.842285
	Iteration 3Q: 3 clusters Score -161576.2 nChanged 42
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: -161617.484375 Penalty: 3661.842285
	Iteration 4Q: 3 clusters Score -161617.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -161650.000000 Penalty: 3661.842285
	Iteration 5Q: 3 clusters Score -161650 nChanged 27
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: -161675.781250 Penalty: 3661.842285
	Iteration 6Q: 3 clusters Score -161675.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -161686.843750 Penalty: 3661.842285
	Iteration 7Q: 3 clusters Score -161686.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -161694.437500 Penalty: 3661.842285
	Iteration 8Q: 3 clusters Score -161694.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -161703.359375 Penalty: 3661.842285
	Iteration 9Q: 3 clusters Score -161703.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -161712.250000 Penalty: 3661.842285
	Iteration 10Q: 3 clusters Score -161712.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -161717.265625 Penalty: 3661.842285
	Iteration 11Q: 3 clusters Score -161717.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -161722.937500 Penalty: 3661.842285
	Iteration 12Q: 3 clusters Score -161722.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -161727.218750 Penalty: 3661.842285
	Iteration 13Q: 3 clusters Score -161727.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -161733.468750 Penalty: 3661.842285
	Iteration 14Q: 3 clusters Score -161733.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -161740.250000 Penalty: 3661.842285
	Iteration 15Q: 3 clusters Score -161740.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -161744.593750 Penalty: 3661.842285
	Iteration 16Q: 3 clusters Score -161744.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -161748.203125 Penalty: 3661.842285
	Iteration 17Q: 3 clusters Score -161748.2 nChanged 1
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: -161748.328125 Penalty: 3661.842285
	Iteration 18Q: 3 clusters Score -161748.3 nChanged 0
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: -161748.328125 Penalty: 3661.842285
	Iteration 19F: 3 clusters Score -161748.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Entering Unmasked Estep 
Score: -648839.125000 Penalty: 2180.665283
	Iteration 0F: 2 clusters Score -648839.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -643383.187500 Penalty: 4361.330566
	Iteration 0F: 3 clusters Score -643383.2 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -645005.937500 Penalty: 4361.330566
	Iteration 1F: 3 clusters Score -645005.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -645340.312500 Penalty: 4361.330566
	Iteration 2F: 3 clusters Score -645340.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -645666.437500 Penalty: 4361.330566
	Iteration 3F: 3 clusters Score -645666.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -646006.625000 Penalty: 4361.330566
	Iteration 4F: 3 clusters Score -646006.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -646310.125000 Penalty: 4361.330566
	Iteration 5F: 3 clusters Score -646310.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -646559.687500 Penalty: 4361.330566
	Iteration 6F: 3 clusters Score -646559.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -646782.500000 Penalty: 4361.330566
	Iteration 7Q: 3 clusters Score -646782.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -646957.562500 Penalty: 4361.330566
	Iteration 8Q: 3 clusters Score -646957.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -647082.937500 Penalty: 4361.330566
	Iteration 9Q: 3 clusters Score -647082.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -647169.437500 Penalty: 4361.330566
	Iteration 10Q: 3 clusters Score -647169.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -647262.187500 Penalty: 4361.330566
	Iteration 11Q: 3 clusters Score -647262.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -647350.437500 Penalty: 4361.330566
	Iteration 12Q: 3 clusters Score -647350.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -647419.000000 Penalty: 4361.330566
	Iteration 13Q: 3 clusters Score -647419 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -647466.375000 Penalty: 4361.330566
	Iteration 14Q: 3 clusters Score -647466.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -647513.937500 Penalty: 4361.330566
	Iteration 15Q: 3 clusters Score -647513.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -647544.250000 Penalty: 4361.330566
	Iteration 16Q: 3 clusters Score -647544.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -647560.625000 Penalty: 4361.330566
	Iteration 17Q: 3 clusters Score -647560.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -647576.000000 Penalty: 4361.330566
	Iteration 18Q: 3 clusters Score -647576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -647590.375000 Penalty: 4361.330566
	Iteration 19Q: 3 clusters Score -647590.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -647599.875000 Penalty: 4361.330566
	Iteration 20F: 3 clusters Score -647599.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -647609.062500 Penalty: 4361.330566
	Iteration 21Q: 3 clusters Score -647609.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -647618.687500 Penalty: 4361.330566
	Iteration 22Q: 3 clusters Score -647618.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -647625.875000 Penalty: 4361.330566
	Iteration 23Q: 3 clusters Score -647625.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -647630.312500 Penalty: 4361.330566
	Iteration 24Q: 3 clusters Score -647630.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -647638.687500 Penalty: 4361.330566
	Iteration 25Q: 3 clusters Score -647638.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -647644.375000 Penalty: 4361.330566
	Iteration 26Q: 3 clusters Score -647644.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -647653.500000 Penalty: 4361.330566
	Iteration 27Q: 3 clusters Score -647653.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -647658.000000 Penalty: 4361.330566
	Iteration 28Q: 3 clusters Score -647658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -647663.000000 Penalty: 4361.330566
	Iteration 29Q: 3 clusters Score -647663 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -647672.000000 Penalty: 4361.330566
	Iteration 30Q: 3 clusters Score -647672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -647677.375000 Penalty: 4361.330566
	Iteration 31Q: 3 clusters Score -647677.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -647684.687500 Penalty: 4361.330566
	Iteration 32Q: 3 clusters Score -647684.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -647692.562500 Penalty: 4361.330566
	Iteration 33Q: 3 clusters Score -647692.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -647703.000000 Penalty: 4361.330566
	Iteration 34Q: 3 clusters Score -647703 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -647711.687500 Penalty: 4361.330566
	Iteration 35Q: 3 clusters Score -647711.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -647717.812500 Penalty: 4361.330566
	Iteration 36Q: 3 clusters Score -647717.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -647725.562500 Penalty: 4361.330566
	Iteration 37Q: 3 clusters Score -647725.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -647731.250000 Penalty: 4361.330566
	Iteration 38Q: 3 clusters Score -647731.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -647737.875000 Penalty: 4361.330566
	Iteration 39Q: 3 clusters Score -647737.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -647743.625000 Penalty: 4361.330566
	Iteration 40F: 3 clusters Score -647743.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -647749.062500 Penalty: 4361.330566
	Iteration 41Q: 3 clusters Score -647749.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -647748.875000 Penalty: 4361.330566
	Iteration 42Q: 3 clusters Score -647748.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -647751.562500 Penalty: 4361.330566
	Iteration 43Q: 3 clusters Score -647751.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -647753.125000 Penalty: 4361.330566
	Iteration 44Q: 3 clusters Score -647753.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -647753.125000 Penalty: 4361.330566
	Iteration 45F: 3 clusters Score -647753.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Entering Unmasked Estep 
Score: -589101.937500 Penalty: 2130.982422
	Iteration 0F: 2 clusters Score -589101.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -584329.812500 Penalty: 4261.964844
	Iteration 0F: 3 clusters Score -584329.8 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -585589.562500 Penalty: 4261.964844
	Iteration 1F: 3 clusters Score -585589.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -585852.812500 Penalty: 4261.964844
	Iteration 2F: 3 clusters Score -585852.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -585972.125000 Penalty: 4261.964844
	Iteration 3Q: 3 clusters Score -585972.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -586054.000000 Penalty: 4261.964844
	Iteration 4Q: 3 clusters Score -586054 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -586105.625000 Penalty: 4261.964844
	Iteration 5Q: 3 clusters Score -586105.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -586151.812500 Penalty: 4261.964844
	Iteration 6Q: 3 clusters Score -586151.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -586187.000000 Penalty: 4261.964844
	Iteration 7Q: 3 clusters Score -586187 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -586215.125000 Penalty: 4261.964844
	Iteration 8Q: 3 clusters Score -586215.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -586241.500000 Penalty: 4261.964844
	Iteration 9Q: 3 clusters Score -586241.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -586263.937500 Penalty: 4261.964844
	Iteration 10Q: 3 clusters Score -586263.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -586282.937500 Penalty: 4261.964844
	Iteration 11Q: 3 clusters Score -586282.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -586298.000000 Penalty: 4261.964844
	Iteration 12Q: 3 clusters Score -586298 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -586314.375000 Penalty: 4261.964844
	Iteration 13Q: 3 clusters Score -586314.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -586334.062500 Penalty: 4261.964844
	Iteration 14Q: 3 clusters Score -586334.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -586354.187500 Penalty: 4261.964844
	Iteration 15Q: 3 clusters Score -586354.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -586365.812500 Penalty: 4261.964844
	Iteration 16Q: 3 clusters Score -586365.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -586374.500000 Penalty: 4261.964844
	Iteration 17Q: 3 clusters Score -586374.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -586384.312500 Penalty: 4261.964844
	Iteration 18Q: 3 clusters Score -586384.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -586396.687500 Penalty: 4261.964844
	Iteration 19Q: 3 clusters Score -586396.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -586405.812500 Penalty: 4261.964844
	Iteration 20F: 3 clusters Score -586405.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -586416.750000 Penalty: 4261.964844
	Iteration 21Q: 3 clusters Score -586416.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -586426.312500 Penalty: 4261.964844
	Iteration 22Q: 3 clusters Score -586426.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -586434.500000 Penalty: 4261.964844
	Iteration 23Q: 3 clusters Score -586434.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -586445.625000 Penalty: 4261.964844
	Iteration 24Q: 3 clusters Score -586445.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -586456.312500 Penalty: 4261.964844
	Iteration 25Q: 3 clusters Score -586456.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -586465.812500 Penalty: 4261.964844
	Iteration 26Q: 3 clusters Score -586465.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -586475.500000 Penalty: 4261.964844
	Iteration 27Q: 3 clusters Score -586475.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -586487.125000 Penalty: 4261.964844
	Iteration 28Q: 3 clusters Score -586487.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -586501.750000 Penalty: 4261.964844
	Iteration 29Q: 3 clusters Score -586501.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -586520.500000 Penalty: 4261.964844
	Iteration 30Q: 3 clusters Score -586520.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -586547.250000 Penalty: 4261.964844
	Iteration 31Q: 3 clusters Score -586547.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -586569.625000 Penalty: 4261.964844
	Iteration 32Q: 3 clusters Score -586569.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -586601.625000 Penalty: 4261.964844
	Iteration 33Q: 3 clusters Score -586601.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -586623.750000 Penalty: 4261.964844
	Iteration 34Q: 3 clusters Score -586623.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -586649.937500 Penalty: 4261.964844
	Iteration 35Q: 3 clusters Score -586649.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -586674.562500 Penalty: 4261.964844
	Iteration 36Q: 3 clusters Score -586674.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -586701.312500 Penalty: 4261.964844
	Iteration 37Q: 3 clusters Score -586701.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -586736.875000 Penalty: 4261.964844
	Iteration 38Q: 3 clusters Score -586736.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -586768.437500 Penalty: 4261.964844
	Iteration 39Q: 3 clusters Score -586768.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -586792.875000 Penalty: 4261.964844
	Iteration 40F: 3 clusters Score -586792.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -586817.812500 Penalty: 4261.964844
	Iteration 41Q: 3 clusters Score -586817.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -586849.812500 Penalty: 4261.964844
	Iteration 42Q: 3 clusters Score -586849.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -586870.750000 Penalty: 4261.964844
	Iteration 43Q: 3 clusters Score -586870.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -586884.250000 Penalty: 4261.964844
	Iteration 44Q: 3 clusters Score -586884.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -586903.437500 Penalty: 4261.964844
	Iteration 45Q: 3 clusters Score -586903.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -586924.750000 Penalty: 4261.964844
	Iteration 46Q: 3 clusters Score -586924.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -586940.125000 Penalty: 4261.964844
	Iteration 47Q: 3 clusters Score -586940.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -586955.437500 Penalty: 4261.964844
	Iteration 48Q: 3 clusters Score -586955.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -586969.000000 Penalty: 4261.964844
	Iteration 49Q: 3 clusters Score -586969 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -586987.625000 Penalty: 4261.964844
	Iteration 50Q: 3 clusters Score -586987.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -587006.500000 Penalty: 4261.964844
	Iteration 51Q: 3 clusters Score -587006.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -587022.375000 Penalty: 4261.964844
	Iteration 52Q: 3 clusters Score -587022.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -587038.687500 Penalty: 4261.964844
	Iteration 53Q: 3 clusters Score -587038.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -587053.812500 Penalty: 4261.964844
	Iteration 54Q: 3 clusters Score -587053.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -587068.375000 Penalty: 4261.964844
	Iteration 55Q: 3 clusters Score -587068.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -587081.562500 Penalty: 4261.964844
	Iteration 56Q: 3 clusters Score -587081.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -587091.187500 Penalty: 4261.964844
	Iteration 57Q: 3 clusters Score -587091.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -587104.687500 Penalty: 4261.964844
	Iteration 58Q: 3 clusters Score -587104.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -587114.812500 Penalty: 4261.964844
	Iteration 59Q: 3 clusters Score -587114.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -587124.375000 Penalty: 4261.964844
	Iteration 60F: 3 clusters Score -587124.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -587137.750000 Penalty: 4261.964844
	Iteration 61Q: 3 clusters Score -587137.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -587145.125000 Penalty: 4261.964844
	Iteration 62Q: 3 clusters Score -587145.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -587154.125000 Penalty: 4261.964844
	Iteration 63Q: 3 clusters Score -587154.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -587160.937500 Penalty: 4261.964844
	Iteration 64Q: 3 clusters Score -587160.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -587161.750000 Penalty: 4261.964844
	Iteration 65Q: 3 clusters Score -587161.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -587165.812500 Penalty: 4261.964844
	Iteration 66Q: 3 clusters Score -587165.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -587171.312500 Penalty: 4261.964844
	Iteration 67Q: 3 clusters Score -587171.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -587177.750000 Penalty: 4261.964844
	Iteration 68Q: 3 clusters Score -587177.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -587183.250000 Penalty: 4261.964844
	Iteration 69Q: 3 clusters Score -587183.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -587189.312500 Penalty: 4261.964844
	Iteration 70Q: 3 clusters Score -587189.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -587195.750000 Penalty: 4261.964844
	Iteration 71Q: 3 clusters Score -587195.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -587202.437500 Penalty: 4261.964844
	Iteration 72Q: 3 clusters Score -587202.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -587206.375000 Penalty: 4261.964844
	Iteration 73Q: 3 clusters Score -587206.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -587207.125000 Penalty: 4261.964844
	Iteration 74Q: 3 clusters Score -587207.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -587211.062500 Penalty: 4261.964844
	Iteration 75Q: 3 clusters Score -587211.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -587216.750000 Penalty: 4261.964844
	Iteration 76Q: 3 clusters Score -587216.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -587218.250000 Penalty: 4261.964844
	Iteration 77Q: 3 clusters Score -587218.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -587219.750000 Penalty: 4261.964844
	Iteration 78Q: 3 clusters Score -587219.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -587222.250000 Penalty: 4261.964844
	Iteration 79Q: 3 clusters Score -587222.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -587223.125000 Penalty: 4261.964844
	Iteration 80F: 3 clusters Score -587223.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -587224.125000 Penalty: 4261.964844
	Iteration 81Q: 3 clusters Score -587224.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -587227.187500 Penalty: 4261.964844
	Iteration 82Q: 3 clusters Score -587227.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -587229.875000 Penalty: 4261.964844
	Iteration 83Q: 3 clusters Score -587229.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -587233.687500 Penalty: 4261.964844
	Iteration 84Q: 3 clusters Score -587233.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -587237.250000 Penalty: 4261.964844
	Iteration 85Q: 3 clusters Score -587237.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -587240.250000 Penalty: 4261.964844
	Iteration 86Q: 3 clusters Score -587240.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -587242.812500 Penalty: 4261.964844
	Iteration 87Q: 3 clusters Score -587242.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -587242.750000 Penalty: 4261.964844
	Iteration 88Q: 3 clusters Score -587242.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -587244.437500 Penalty: 4261.964844
	Iteration 89Q: 3 clusters Score -587244.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -587244.375000 Penalty: 4261.964844
	Iteration 90Q: 3 clusters Score -587244.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -587245.437500 Penalty: 4261.964844
	Iteration 91Q: 3 clusters Score -587245.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -587245.750000 Penalty: 4261.964844
	Iteration 92Q: 3 clusters Score -587245.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -587244.500000 Penalty: 4261.964844
	Iteration 93Q: 3 clusters Score -587244.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -587247.500000 Penalty: 4261.964844
	Iteration 94Q: 3 clusters Score -587247.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -587247.500000 Penalty: 4261.964844
	Iteration 95Q: 3 clusters Score -587247.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -587247.937500 Penalty: 4261.964844
	Iteration 96Q: 3 clusters Score -587247.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -587250.812500 Penalty: 4261.964844
	Iteration 97Q: 3 clusters Score -587250.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -587254.562500 Penalty: 4261.964844
	Iteration 98Q: 3 clusters Score -587254.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -587258.250000 Penalty: 4261.964844
	Iteration 99Q: 3 clusters Score -587258.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -587264.187500 Penalty: 4261.964844
	Iteration 100F: 3 clusters Score -587264.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -587264.937500 Penalty: 4261.964844
	Iteration 101Q: 3 clusters Score -587264.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -587265.500000 Penalty: 4261.964844
	Iteration 102Q: 3 clusters Score -587265.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -587265.500000 Penalty: 4261.964844
	Iteration 103F: 3 clusters Score -587265.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Entering Unmasked Estep 
Score: -60127.808594 Penalty: 1614.544067
	Iteration 0F: 2 clusters Score -60127.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -58516.890625 Penalty: 3229.088135
	Iteration 0F: 3 clusters Score -58516.89 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -58856.699219 Penalty: 3229.088135
	Iteration 1F: 3 clusters Score -58856.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -59043.652344 Penalty: 3229.088135
	Iteration 2F: 3 clusters Score -59043.65 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59152.121094 Penalty: 3229.088135
	Iteration 3Q: 3 clusters Score -59152.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -59246.121094 Penalty: 3229.088135
	Iteration 4Q: 3 clusters Score -59246.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -59377.722656 Penalty: 3229.088135
	Iteration 5Q: 3 clusters Score -59377.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -59608.910156 Penalty: 3229.088135
	Iteration 6Q: 3 clusters Score -59608.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -59874.195312 Penalty: 3229.088135
	Iteration 7Q: 3 clusters Score -59874.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60050.011719 Penalty: 3229.088135
	Iteration 8Q: 3 clusters Score -60050.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -60165.339844 Penalty: 3229.088135
	Iteration 9Q: 3 clusters Score -60165.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -60229.292969 Penalty: 3229.088135
	Iteration 10Q: 3 clusters Score -60229.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -60323.980469 Penalty: 3229.088135
	Iteration 11Q: 3 clusters Score -60323.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60362.789062 Penalty: 3229.088135
	Iteration 12Q: 3 clusters Score -60362.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60408.128906 Penalty: 3229.088135
	Iteration 13Q: 3 clusters Score -60408.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -60444.984375 Penalty: 3229.088135
	Iteration 14Q: 3 clusters Score -60444.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60490.007812 Penalty: 3229.088135
	Iteration 15Q: 3 clusters Score -60490.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -60500.843750 Penalty: 3229.088135
	Iteration 16Q: 3 clusters Score -60500.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60506.996094 Penalty: 3229.088135
	Iteration 17Q: 3 clusters Score -60507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60511.105469 Penalty: 3229.088135
	Iteration 18Q: 3 clusters Score -60511.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60514.046875 Penalty: 3229.088135
	Iteration 19Q: 3 clusters Score -60514.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60518.644531 Penalty: 3229.088135
	Iteration 20F: 3 clusters Score -60518.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -60531.089844 Penalty: 3229.088135
	Iteration 21Q: 3 clusters Score -60531.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -60608.804688 Penalty: 3229.088135
	Iteration 22Q: 3 clusters Score -60608.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60797.621094 Penalty: 3229.088135
	Iteration 23Q: 3 clusters Score -60797.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -60807.539062 Penalty: 3229.088135
	Iteration 24Q: 3 clusters Score -60807.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60808.304688 Penalty: 3229.088135
	Iteration 25Q: 3 clusters Score -60808.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60808.304688 Penalty: 3229.088135
	Iteration 26F: 3 clusters Score -60808.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 9066 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27452 members 
Mstep: Class 5 contains 15556 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9069 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6253 members 
Mstep: Class 13 contains 17398 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34023 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29247 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29219 members 
Mstep: Class 23 contains 38209 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5524 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22435 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18470 members 
Mstep: Class 35 contains 20537 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17747 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13631 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6588 members 
Mstep: Class 47 contains 5392 members 
Mstep: Class 48 contains 391 members 
Mstep: Class 49 contains 34064 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4741 members 
Mstep: Class 54 contains 13200 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Mstep: Class 57 contains 281 members 
Entering Unmasked Estep 
Score: -64768312.000000 Penalty: 189167.531250
Splitting cluster 48 changes total score from -64769332.000000 to -64768312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (34064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Entering Unmasked Estep 
Score: -3420014.500000 Penalty: 2588.126953
	Iteration 0F: 2 clusters Score -3420014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -3396790.000000 Penalty: 5176.253906
	Iteration 0F: 3 clusters Score -3396790 nChanged 15486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -3405509.250000 Penalty: 5176.253906
	Iteration 1F: 3 clusters Score -3405509 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -3406429.250000 Penalty: 5176.253906
	Iteration 2F: 3 clusters Score -3406429 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -3407550.500000 Penalty: 5176.253906
	Iteration 3F: 3 clusters Score -3407550 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -3408860.000000 Penalty: 5176.253906
	Iteration 4F: 3 clusters Score -3408860 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -3410432.000000 Penalty: 5176.253906
	Iteration 5F: 3 clusters Score -3410432 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -3412064.500000 Penalty: 5176.253906
	Iteration 6F: 3 clusters Score -3412064 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -3413606.250000 Penalty: 5176.253906
	Iteration 7F: 3 clusters Score -3413606 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -3415034.000000 Penalty: 5176.253906
	Iteration 8F: 3 clusters Score -3415034 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -3416121.750000 Penalty: 5176.253906
	Iteration 9Q: 3 clusters Score -3416122 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -3416906.500000 Penalty: 5176.253906
	Iteration 10Q: 3 clusters Score -3416906 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -3417340.500000 Penalty: 5176.253906
	Iteration 11Q: 3 clusters Score -3417340 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -3417574.250000 Penalty: 5176.253906
	Iteration 12Q: 3 clusters Score -3417574 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -3417705.750000 Penalty: 5176.253906
	Iteration 13Q: 3 clusters Score -3417706 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -3417794.000000 Penalty: 5176.253906
	Iteration 14Q: 3 clusters Score -3417794 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -3417840.500000 Penalty: 5176.253906
	Iteration 15Q: 3 clusters Score -3417840 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -3417862.250000 Penalty: 5176.253906
	Iteration 16Q: 3 clusters Score -3417862 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -3417892.750000 Penalty: 5176.253906
	Iteration 17Q: 3 clusters Score -3417893 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -3417920.000000 Penalty: 5176.253906
	Iteration 18Q: 3 clusters Score -3417920 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -3417942.000000 Penalty: 5176.253906
	Iteration 19Q: 3 clusters Score -3417942 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -3417961.500000 Penalty: 5176.253906
	Iteration 20F: 3 clusters Score -3417962 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -3417971.500000 Penalty: 5176.253906
	Iteration 21Q: 3 clusters Score -3417972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -3417987.750000 Penalty: 5176.253906
	Iteration 22Q: 3 clusters Score -3417988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -3417993.000000 Penalty: 5176.253906
	Iteration 23Q: 3 clusters Score -3417993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -3417991.750000 Penalty: 5176.253906
	Iteration 24Q: 3 clusters Score -3417992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -3417992.750000 Penalty: 5176.253906
	Iteration 25Q: 3 clusters Score -3417993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -3418004.750000 Penalty: 5176.253906
	Iteration 26Q: 3 clusters Score -3418005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -3418011.500000 Penalty: 5176.253906
	Iteration 27Q: 3 clusters Score -3418012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -3418019.500000 Penalty: 5176.253906
	Iteration 28Q: 3 clusters Score -3418020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -3418017.250000 Penalty: 5176.253906
	Iteration 29Q: 3 clusters Score -3418017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -3418020.000000 Penalty: 5176.253906
	Iteration 30Q: 3 clusters Score -3418020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -3418026.500000 Penalty: 5176.253906
	Iteration 31Q: 3 clusters Score -3418026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -3418025.000000 Penalty: 5176.253906
	Iteration 32Q: 3 clusters Score -3418025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -3418026.250000 Penalty: 5176.253906
	Iteration 33Q: 3 clusters Score -3418026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -3418023.750000 Penalty: 5176.253906
	Iteration 34Q: 3 clusters Score -3418024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -3418025.750000 Penalty: 5176.253906
	Iteration 35Q: 3 clusters Score -3418026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -3418026.500000 Penalty: 5176.253906
	Iteration 36Q: 3 clusters Score -3418026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -3418021.000000 Penalty: 5176.253906
	Iteration 37Q: 3 clusters Score -3418021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -3418021.750000 Penalty: 5176.253906
	Iteration 38Q: 3 clusters Score -3418022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -3418021.750000 Penalty: 5176.253906
	Iteration 39F: 3 clusters Score -3418022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (4148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Entering Unmasked Estep 
Score: -448914.187500 Penalty: 2065.934570
	Iteration 0F: 2 clusters Score -448914.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -444943.500000 Penalty: 4131.869141
	Iteration 0F: 3 clusters Score -444943.5 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -445859.625000 Penalty: 4131.869141
	Iteration 1F: 3 clusters Score -445859.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -446045.093750 Penalty: 4131.869141
	Iteration 2F: 3 clusters Score -446045.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -446162.343750 Penalty: 4131.869141
	Iteration 3Q: 3 clusters Score -446162.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -446254.250000 Penalty: 4131.869141
	Iteration 4Q: 3 clusters Score -446254.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -446329.218750 Penalty: 4131.869141
	Iteration 5Q: 3 clusters Score -446329.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -446394.406250 Penalty: 4131.869141
	Iteration 6Q: 3 clusters Score -446394.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -446444.656250 Penalty: 4131.869141
	Iteration 7Q: 3 clusters Score -446444.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -446478.125000 Penalty: 4131.869141
	Iteration 8Q: 3 clusters Score -446478.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -446500.656250 Penalty: 4131.869141
	Iteration 9Q: 3 clusters Score -446500.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -446523.375000 Penalty: 4131.869141
	Iteration 10Q: 3 clusters Score -446523.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -446549.656250 Penalty: 4131.869141
	Iteration 11Q: 3 clusters Score -446549.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -446569.500000 Penalty: 4131.869141
	Iteration 12Q: 3 clusters Score -446569.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -446593.218750 Penalty: 4131.869141
	Iteration 13Q: 3 clusters Score -446593.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -446612.687500 Penalty: 4131.869141
	Iteration 14Q: 3 clusters Score -446612.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -446634.125000 Penalty: 4131.869141
	Iteration 15Q: 3 clusters Score -446634.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -446659.281250 Penalty: 4131.869141
	Iteration 16Q: 3 clusters Score -446659.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -446681.718750 Penalty: 4131.869141
	Iteration 17Q: 3 clusters Score -446681.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -446707.281250 Penalty: 4131.869141
	Iteration 18Q: 3 clusters Score -446707.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -446726.062500 Penalty: 4131.869141
	Iteration 19Q: 3 clusters Score -446726.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -446743.562500 Penalty: 4131.869141
	Iteration 20F: 3 clusters Score -446743.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -446761.906250 Penalty: 4131.869141
	Iteration 21Q: 3 clusters Score -446761.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -446780.406250 Penalty: 4131.869141
	Iteration 22Q: 3 clusters Score -446780.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -446802.875000 Penalty: 4131.869141
	Iteration 23Q: 3 clusters Score -446802.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -446824.218750 Penalty: 4131.869141
	Iteration 24Q: 3 clusters Score -446824.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -446842.906250 Penalty: 4131.869141
	Iteration 25Q: 3 clusters Score -446842.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -446857.375000 Penalty: 4131.869141
	Iteration 26Q: 3 clusters Score -446857.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -446871.281250 Penalty: 4131.869141
	Iteration 27Q: 3 clusters Score -446871.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -446881.406250 Penalty: 4131.869141
	Iteration 28Q: 3 clusters Score -446881.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -446890.812500 Penalty: 4131.869141
	Iteration 29Q: 3 clusters Score -446890.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -446895.875000 Penalty: 4131.869141
	Iteration 30Q: 3 clusters Score -446895.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -446903.250000 Penalty: 4131.869141
	Iteration 31Q: 3 clusters Score -446903.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -446905.312500 Penalty: 4131.869141
	Iteration 32Q: 3 clusters Score -446905.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -446910.312500 Penalty: 4131.869141
	Iteration 33Q: 3 clusters Score -446910.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -446910.406250 Penalty: 4131.869141
	Iteration 34Q: 3 clusters Score -446910.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -446910.062500 Penalty: 4131.869141
	Iteration 35Q: 3 clusters Score -446910.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -446910.062500 Penalty: 4131.869141
	Iteration 36F: 3 clusters Score -446910.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Entering Unmasked Estep 
Score: -117180.851562 Penalty: 1877.214111
	Iteration 0F: 2 clusters Score -117180.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -114638.968750 Penalty: 3754.428223
	Iteration 0F: 3 clusters Score -114639 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -115205.468750 Penalty: 3754.428223
	Iteration 1F: 3 clusters Score -115205.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -115380.273438 Penalty: 3754.428223
	Iteration 2F: 3 clusters Score -115380.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -115532.890625 Penalty: 3754.428223
	Iteration 3F: 3 clusters Score -115532.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -115627.484375 Penalty: 3754.428223
	Iteration 4Q: 3 clusters Score -115627.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -115675.617188 Penalty: 3754.428223
	Iteration 5Q: 3 clusters Score -115675.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -115706.867188 Penalty: 3754.428223
	Iteration 6Q: 3 clusters Score -115706.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -115738.031250 Penalty: 3754.428223
	Iteration 7Q: 3 clusters Score -115738 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -115780.585938 Penalty: 3754.428223
	Iteration 8Q: 3 clusters Score -115780.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -115815.062500 Penalty: 3754.428223
	Iteration 9Q: 3 clusters Score -115815.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -115843.882812 Penalty: 3754.428223
	Iteration 10Q: 3 clusters Score -115843.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -115872.429688 Penalty: 3754.428223
	Iteration 11Q: 3 clusters Score -115872.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -115900.304688 Penalty: 3754.428223
	Iteration 12Q: 3 clusters Score -115900.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -115920.632812 Penalty: 3754.428223
	Iteration 13Q: 3 clusters Score -115920.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -115934.273438 Penalty: 3754.428223
	Iteration 14Q: 3 clusters Score -115934.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -115941.523438 Penalty: 3754.428223
	Iteration 15Q: 3 clusters Score -115941.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -115947.843750 Penalty: 3754.428223
	Iteration 16Q: 3 clusters Score -115947.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -115956.093750 Penalty: 3754.428223
	Iteration 17Q: 3 clusters Score -115956.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -115962.359375 Penalty: 3754.428223
	Iteration 18Q: 3 clusters Score -115962.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -115967.062500 Penalty: 3754.428223
	Iteration 19Q: 3 clusters Score -115967.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -115969.382812 Penalty: 3754.428223
	Iteration 20F: 3 clusters Score -115969.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -115972.515625 Penalty: 3754.428223
	Iteration 21Q: 3 clusters Score -115972.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -115972.515625 Penalty: 3754.428223
	Iteration 22F: 3 clusters Score -115972.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -61318.867188 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -61318.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -59716.136719 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -59716.14 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -59916.566406 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -59916.57 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -59988.035156 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -59988.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60035.566406 Penalty: 3197.076904
	Iteration 3Q: 3 clusters Score -60035.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -60068.468750 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -60068.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60080.886719 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -60080.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -60088.007812 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -60088.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -60096.566406 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -60096.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -60099.050781 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -60099.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -60099.050781 Penalty: 3197.076904
	Iteration 9F: 3 clusters Score -60099.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (4741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Entering Unmasked Estep 
Score: -511657.500000 Penalty: 2099.072998
	Iteration 0F: 2 clusters Score -511657.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -507360.250000 Penalty: 4198.145996
	Iteration 0F: 3 clusters Score -507360.2 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -508463.906250 Penalty: 4198.145996
	Iteration 1F: 3 clusters Score -508463.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -508673.875000 Penalty: 4198.145996
	Iteration 2F: 3 clusters Score -508673.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -508827.125000 Penalty: 4198.145996
	Iteration 3F: 3 clusters Score -508827.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -508963.718750 Penalty: 4198.145996
	Iteration 4Q: 3 clusters Score -508963.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -509067.937500 Penalty: 4198.145996
	Iteration 5Q: 3 clusters Score -509067.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -509180.281250 Penalty: 4198.145996
	Iteration 6Q: 3 clusters Score -509180.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -509287.343750 Penalty: 4198.145996
	Iteration 7Q: 3 clusters Score -509287.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -509392.625000 Penalty: 4198.145996
	Iteration 8Q: 3 clusters Score -509392.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -509511.687500 Penalty: 4198.145996
	Iteration 9Q: 3 clusters Score -509511.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -509641.468750 Penalty: 4198.145996
	Iteration 10Q: 3 clusters Score -509641.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -509782.062500 Penalty: 4198.145996
	Iteration 11Q: 3 clusters Score -509782.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -509951.093750 Penalty: 4198.145996
	Iteration 12Q: 3 clusters Score -509951.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -510194.937500 Penalty: 4198.145996
	Iteration 13Q: 3 clusters Score -510194.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -510498.812500 Penalty: 4198.145996
	Iteration 14Q: 3 clusters Score -510498.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -510759.031250 Penalty: 4198.145996
	Iteration 15Q: 3 clusters Score -510759 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -510942.093750 Penalty: 4198.145996
	Iteration 16Q: 3 clusters Score -510942.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -511066.187500 Penalty: 4198.145996
	Iteration 17Q: 3 clusters Score -511066.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -511116.187500 Penalty: 4198.145996
	Iteration 18Q: 3 clusters Score -511116.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -511139.687500 Penalty: 4198.145996
	Iteration 19Q: 3 clusters Score -511139.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -511148.562500 Penalty: 4198.145996
	Iteration 20F: 3 clusters Score -511148.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -511150.843750 Penalty: 4198.145996
	Iteration 21Q: 3 clusters Score -511150.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -511151.875000 Penalty: 4198.145996
	Iteration 22Q: 3 clusters Score -511151.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -511153.375000 Penalty: 4198.145996
	Iteration 23Q: 3 clusters Score -511153.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -511153.375000 Penalty: 4198.145996
	Iteration 24F: 3 clusters Score -511153.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (13200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Entering Unmasked Estep 
Score: -1422938.875000 Penalty: 2353.017090
	Iteration 0F: 2 clusters Score -1422939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1413160.125000 Penalty: 4706.034180
	Iteration 0F: 3 clusters Score -1413160 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1416346.500000 Penalty: 4706.034180
	Iteration 1F: 3 clusters Score -1416346 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1416807.875000 Penalty: 4706.034180
	Iteration 2F: 3 clusters Score -1416808 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1417281.500000 Penalty: 4706.034180
	Iteration 3F: 3 clusters Score -1417282 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1417795.375000 Penalty: 4706.034180
	Iteration 4F: 3 clusters Score -1417795 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1418334.250000 Penalty: 4706.034180
	Iteration 5F: 3 clusters Score -1418334 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1418882.250000 Penalty: 4706.034180
	Iteration 6F: 3 clusters Score -1418882 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1419373.000000 Penalty: 4706.034180
	Iteration 7F: 3 clusters Score -1419373 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1419802.875000 Penalty: 4706.034180
	Iteration 8Q: 3 clusters Score -1419803 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1420152.625000 Penalty: 4706.034180
	Iteration 9Q: 3 clusters Score -1420153 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1420401.125000 Penalty: 4706.034180
	Iteration 10Q: 3 clusters Score -1420401 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1420553.375000 Penalty: 4706.034180
	Iteration 11Q: 3 clusters Score -1420553 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1420684.250000 Penalty: 4706.034180
	Iteration 12Q: 3 clusters Score -1420684 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1420806.875000 Penalty: 4706.034180
	Iteration 13Q: 3 clusters Score -1420807 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1420950.625000 Penalty: 4706.034180
	Iteration 14Q: 3 clusters Score -1420951 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1421141.250000 Penalty: 4706.034180
	Iteration 15Q: 3 clusters Score -1421141 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1421333.875000 Penalty: 4706.034180
	Iteration 16Q: 3 clusters Score -1421334 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1421532.375000 Penalty: 4706.034180
	Iteration 17Q: 3 clusters Score -1421532 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1421667.875000 Penalty: 4706.034180
	Iteration 18Q: 3 clusters Score -1421668 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1421747.375000 Penalty: 4706.034180
	Iteration 19Q: 3 clusters Score -1421747 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1421784.125000 Penalty: 4706.034180
	Iteration 20F: 3 clusters Score -1421784 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1421807.875000 Penalty: 4706.034180
	Iteration 21Q: 3 clusters Score -1421808 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1421831.125000 Penalty: 4706.034180
	Iteration 22Q: 3 clusters Score -1421831 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1421850.500000 Penalty: 4706.034180
	Iteration 23Q: 3 clusters Score -1421850 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1421853.750000 Penalty: 4706.034180
	Iteration 24Q: 3 clusters Score -1421854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1421859.125000 Penalty: 4706.034180
	Iteration 25Q: 3 clusters Score -1421859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1421862.500000 Penalty: 4706.034180
	Iteration 26Q: 3 clusters Score -1421862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1421863.625000 Penalty: 4706.034180
	Iteration 27Q: 3 clusters Score -1421864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1421867.625000 Penalty: 4706.034180
	Iteration 28Q: 3 clusters Score -1421868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1421866.000000 Penalty: 4706.034180
	Iteration 29Q: 3 clusters Score -1421866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1421867.250000 Penalty: 4706.034180
	Iteration 30Q: 3 clusters Score -1421867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1421868.125000 Penalty: 4706.034180
	Iteration 31Q: 3 clusters Score -1421868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1421868.125000 Penalty: 4706.034180
	Iteration 32F: 3 clusters Score -1421868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Entering Unmasked Estep 
Score: -484723.250000 Penalty: 2084.641846
	Iteration 0F: 2 clusters Score -484723.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -480502.843750 Penalty: 4169.283691
	Iteration 0F: 3 clusters Score -480502.8 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -481500.187500 Penalty: 4169.283691
	Iteration 1F: 3 clusters Score -481500.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -481758.468750 Penalty: 4169.283691
	Iteration 2F: 3 clusters Score -481758.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -481918.125000 Penalty: 4169.283691
	Iteration 3F: 3 clusters Score -481918.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -482041.593750 Penalty: 4169.283691
	Iteration 4Q: 3 clusters Score -482041.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -482141.843750 Penalty: 4169.283691
	Iteration 5Q: 3 clusters Score -482141.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -482244.093750 Penalty: 4169.283691
	Iteration 6Q: 3 clusters Score -482244.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -482360.000000 Penalty: 4169.283691
	Iteration 7Q: 3 clusters Score -482360 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -482490.375000 Penalty: 4169.283691
	Iteration 8Q: 3 clusters Score -482490.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -482631.531250 Penalty: 4169.283691
	Iteration 9Q: 3 clusters Score -482631.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -482751.375000 Penalty: 4169.283691
	Iteration 10Q: 3 clusters Score -482751.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -482853.000000 Penalty: 4169.283691
	Iteration 11Q: 3 clusters Score -482853 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -482939.250000 Penalty: 4169.283691
	Iteration 12Q: 3 clusters Score -482939.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -483015.906250 Penalty: 4169.283691
	Iteration 13Q: 3 clusters Score -483015.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -483076.218750 Penalty: 4169.283691
	Iteration 14Q: 3 clusters Score -483076.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -483142.562500 Penalty: 4169.283691
	Iteration 15Q: 3 clusters Score -483142.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -483198.250000 Penalty: 4169.283691
	Iteration 16Q: 3 clusters Score -483198.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -483242.156250 Penalty: 4169.283691
	Iteration 17Q: 3 clusters Score -483242.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -483280.781250 Penalty: 4169.283691
	Iteration 18Q: 3 clusters Score -483280.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -483310.125000 Penalty: 4169.283691
	Iteration 19Q: 3 clusters Score -483310.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -483334.031250 Penalty: 4169.283691
	Iteration 20F: 3 clusters Score -483334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -483357.781250 Penalty: 4169.283691
	Iteration 21Q: 3 clusters Score -483357.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -483376.500000 Penalty: 4169.283691
	Iteration 22Q: 3 clusters Score -483376.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -483388.531250 Penalty: 4169.283691
	Iteration 23Q: 3 clusters Score -483388.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -483398.656250 Penalty: 4169.283691
	Iteration 24Q: 3 clusters Score -483398.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -483407.281250 Penalty: 4169.283691
	Iteration 25Q: 3 clusters Score -483407.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -483414.250000 Penalty: 4169.283691
	Iteration 26Q: 3 clusters Score -483414.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -483416.937500 Penalty: 4169.283691
	Iteration 27Q: 3 clusters Score -483416.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -483417.875000 Penalty: 4169.283691
	Iteration 28Q: 3 clusters Score -483417.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -483419.437500 Penalty: 4169.283691
	Iteration 29Q: 3 clusters Score -483419.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -483419.531250 Penalty: 4169.283691
	Iteration 30Q: 3 clusters Score -483419.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -483419.531250 Penalty: 4169.283691
	Iteration 31F: 3 clusters Score -483419.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (8434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Entering Unmasked Estep 
Score: -913044.750000 Penalty: 2241.926514
	Iteration 0F: 2 clusters Score -913044.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -906392.375000 Penalty: 4483.853027
	Iteration 0F: 3 clusters Score -906392.4 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -908230.937500 Penalty: 4483.853027
	Iteration 1F: 3 clusters Score -908230.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -908520.500000 Penalty: 4483.853027
	Iteration 2F: 3 clusters Score -908520.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -908776.062500 Penalty: 4483.853027
	Iteration 3F: 3 clusters Score -908776.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -909034.312500 Penalty: 4483.853027
	Iteration 4Q: 3 clusters Score -909034.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -909258.125000 Penalty: 4483.853027
	Iteration 5Q: 3 clusters Score -909258.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -909488.375000 Penalty: 4483.853027
	Iteration 6Q: 3 clusters Score -909488.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -909736.625000 Penalty: 4483.853027
	Iteration 7Q: 3 clusters Score -909736.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -909993.500000 Penalty: 4483.853027
	Iteration 8Q: 3 clusters Score -909993.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -910272.500000 Penalty: 4483.853027
	Iteration 9Q: 3 clusters Score -910272.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -910539.062500 Penalty: 4483.853027
	Iteration 10Q: 3 clusters Score -910539.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -910844.312500 Penalty: 4483.853027
	Iteration 11Q: 3 clusters Score -910844.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -911159.625000 Penalty: 4483.853027
	Iteration 12Q: 3 clusters Score -911159.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -911437.250000 Penalty: 4483.853027
	Iteration 13Q: 3 clusters Score -911437.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -911662.750000 Penalty: 4483.853027
	Iteration 14Q: 3 clusters Score -911662.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -911822.875000 Penalty: 4483.853027
	Iteration 15Q: 3 clusters Score -911822.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -911957.187500 Penalty: 4483.853027
	Iteration 16Q: 3 clusters Score -911957.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -912011.312500 Penalty: 4483.853027
	Iteration 17Q: 3 clusters Score -912011.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -912045.250000 Penalty: 4483.853027
	Iteration 18Q: 3 clusters Score -912045.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -912064.687500 Penalty: 4483.853027
	Iteration 19Q: 3 clusters Score -912064.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -912076.062500 Penalty: 4483.853027
	Iteration 20F: 3 clusters Score -912076.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -912083.187500 Penalty: 4483.853027
	Iteration 21Q: 3 clusters Score -912083.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -912088.875000 Penalty: 4483.853027
	Iteration 22Q: 3 clusters Score -912088.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -912091.812500 Penalty: 4483.853027
	Iteration 23Q: 3 clusters Score -912091.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -912094.437500 Penalty: 4483.853027
	Iteration 24Q: 3 clusters Score -912094.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -912098.125000 Penalty: 4483.853027
	Iteration 25Q: 3 clusters Score -912098.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -912097.562500 Penalty: 4483.853027
	Iteration 26Q: 3 clusters Score -912097.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -912098.937500 Penalty: 4483.853027
	Iteration 27Q: 3 clusters Score -912098.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -912098.937500 Penalty: 4483.853027
	Iteration 28F: 3 clusters Score -912098.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 9066 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27452 members 
Mstep: Class 5 contains 15556 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9069 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6253 members 
Mstep: Class 13 contains 17398 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34023 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29247 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29219 members 
Mstep: Class 23 contains 38209 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5524 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22435 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18470 members 
Mstep: Class 35 contains 20537 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17747 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13631 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6588 members 
Mstep: Class 47 contains 5392 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34064 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4741 members 
Mstep: Class 54 contains 13200 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769336.000000 Penalty: 185848.812500
Iteration 199Q: 57 clusters Score -6.476934e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 9066 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27453 members 
Mstep: Class 5 contains 15556 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14592 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9067 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17393 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34022 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29244 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29219 members 
Mstep: Class 23 contains 38209 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22436 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18470 members 
Mstep: Class 35 contains 20537 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17742 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13631 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6588 members 
Mstep: Class 47 contains 5393 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34063 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4741 members 
Mstep: Class 54 contains 13217 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769308.000000 Penalty: 185848.812500
Iteration 200F: 57 clusters Score -6.476931e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 9066 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27452 members 
Mstep: Class 5 contains 15556 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14592 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9068 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17392 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34020 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29243 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29219 members 
Mstep: Class 23 contains 38207 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22438 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18470 members 
Mstep: Class 35 contains 20537 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17734 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13631 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6588 members 
Mstep: Class 47 contains 5394 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34058 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13232 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769296.000000 Penalty: 185848.812500
Iteration 201Q: 57 clusters Score -6.47693e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 9066 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27451 members 
Mstep: Class 5 contains 15556 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14592 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9068 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17393 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34020 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29241 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29219 members 
Mstep: Class 23 contains 38206 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22438 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18470 members 
Mstep: Class 35 contains 20536 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17723 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13631 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6588 members 
Mstep: Class 47 contains 5397 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34053 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13248 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769324.000000 Penalty: 185848.812500
Iteration 202Q: 57 clusters Score -6.476932e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 9066 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27450 members 
Mstep: Class 5 contains 15556 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14592 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9069 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17389 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34020 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29237 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29219 members 
Mstep: Class 23 contains 38207 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5524 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22439 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18469 members 
Mstep: Class 35 contains 20536 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17714 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13631 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6588 members 
Mstep: Class 47 contains 5401 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34049 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13260 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769336.000000 Penalty: 185848.812500
Iteration 203Q: 57 clusters Score -6.476934e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 9066 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27449 members 
Mstep: Class 5 contains 15556 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14592 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9069 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17389 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34020 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29235 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29219 members 
Mstep: Class 23 contains 38208 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5524 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22439 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18468 members 
Mstep: Class 35 contains 20536 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17708 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13631 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6588 members 
Mstep: Class 47 contains 5401 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34043 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13274 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769300.000000 Penalty: 185848.812500
Iteration 204Q: 57 clusters Score -6.47693e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 9066 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27449 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9069 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17386 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34019 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29233 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29220 members 
Mstep: Class 23 contains 38212 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5524 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22439 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18466 members 
Mstep: Class 35 contains 20536 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17699 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6588 members 
Mstep: Class 47 contains 5401 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34037 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13289 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769304.000000 Penalty: 185848.812500
Iteration 205Q: 57 clusters Score -6.47693e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27449 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9069 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17385 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34020 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29233 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29220 members 
Mstep: Class 23 contains 38213 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5525 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22436 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18466 members 
Mstep: Class 35 contains 20536 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17693 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5402 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34036 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13293 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769296.000000 Penalty: 185848.812500
Iteration 206Q: 57 clusters Score -6.47693e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27448 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9070 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17385 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34022 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29233 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29220 members 
Mstep: Class 23 contains 38213 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22436 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18466 members 
Mstep: Class 35 contains 20534 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17691 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90328 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5401 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34035 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13298 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769316.000000 Penalty: 185848.812500
Iteration 207Q: 57 clusters Score -6.476932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27448 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9069 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17385 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34023 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29233 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29219 members 
Mstep: Class 23 contains 38213 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4218 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22436 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18466 members 
Mstep: Class 35 contains 20534 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17692 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90329 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5401 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34035 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13298 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769292.000000 Penalty: 185848.812500
Iteration 208Q: 57 clusters Score -6.476929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27448 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9069 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17385 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34023 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29233 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29219 members 
Mstep: Class 23 contains 38213 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4218 members 
Mstep: Class 26 contains 5522 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22436 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18466 members 
Mstep: Class 35 contains 20534 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17692 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90329 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5401 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34035 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13299 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769316.000000 Penalty: 185848.812500
Iteration 209Q: 57 clusters Score -6.476932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27448 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9069 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17385 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34021 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29233 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29219 members 
Mstep: Class 23 contains 38213 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4218 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22436 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18466 members 
Mstep: Class 35 contains 20534 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17692 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90329 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5401 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34035 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13300 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769304.000000 Penalty: 185848.812500
Iteration 210Q: 57 clusters Score -6.47693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27448 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9069 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17385 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34022 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29232 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29219 members 
Mstep: Class 23 contains 38213 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4218 members 
Mstep: Class 26 contains 5524 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22436 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18466 members 
Mstep: Class 35 contains 20534 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17692 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90329 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5400 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34034 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13301 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769284.000000 Penalty: 185848.812500
Iteration 211Q: 57 clusters Score -6.476928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27448 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9069 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17383 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34022 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29231 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29218 members 
Mstep: Class 23 contains 38213 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4218 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22436 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18466 members 
Mstep: Class 35 contains 20534 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17692 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90329 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5400 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34034 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13305 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769280.000000 Penalty: 185848.812500
Iteration 212Q: 57 clusters Score -6.476928e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27448 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9068 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17380 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34022 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29230 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29217 members 
Mstep: Class 23 contains 38213 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22436 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8285 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18466 members 
Mstep: Class 35 contains 20534 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17688 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90329 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5400 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34033 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13313 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769300.000000 Penalty: 185848.812500
Iteration 213Q: 57 clusters Score -6.47693e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27449 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9068 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17379 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34020 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29227 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29219 members 
Mstep: Class 23 contains 38213 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22438 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8284 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18466 members 
Mstep: Class 35 contains 20534 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17683 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90329 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5400 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34032 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13319 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769324.000000 Penalty: 185848.812500
Iteration 214Q: 57 clusters Score -6.476932e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27449 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9068 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17378 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34020 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29225 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29219 members 
Mstep: Class 23 contains 38213 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5522 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22440 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8284 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18466 members 
Mstep: Class 35 contains 20534 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17678 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90329 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5400 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34030 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13326 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769336.000000 Penalty: 185848.812500
Iteration 215Q: 57 clusters Score -6.476934e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27449 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9069 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17378 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34018 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29222 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29219 members 
Mstep: Class 23 contains 38213 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5522 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22439 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8284 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18465 members 
Mstep: Class 35 contains 20535 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17674 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90329 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5400 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34030 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13333 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769344.000000 Penalty: 185848.812500
Iteration 216Q: 57 clusters Score -6.476934e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27449 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9069 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17377 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34018 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29219 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29219 members 
Mstep: Class 23 contains 38214 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5522 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22440 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8284 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18464 members 
Mstep: Class 35 contains 20535 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17668 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90329 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5400 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34030 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13339 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769320.000000 Penalty: 185848.812500
Iteration 217Q: 57 clusters Score -6.476932e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27449 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9068 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17377 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34018 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29216 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29220 members 
Mstep: Class 23 contains 38215 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5521 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22440 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8284 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18463 members 
Mstep: Class 35 contains 20535 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17665 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90329 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5400 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34028 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13345 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769344.000000 Penalty: 185848.812500
Iteration 218Q: 57 clusters Score -6.476934e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27449 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9070 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17377 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34019 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29210 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29221 members 
Mstep: Class 23 contains 38214 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5521 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22441 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8284 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18463 members 
Mstep: Class 35 contains 20535 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17661 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90329 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5400 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34029 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13348 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769324.000000 Penalty: 185848.812500
Iteration 219Q: 57 clusters Score -6.476932e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27448 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9071 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17374 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34019 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29208 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29221 members 
Mstep: Class 23 contains 38214 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5521 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22441 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 8284 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18463 members 
Mstep: Class 35 contains 20535 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17659 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90329 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5400 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34030 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13352 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769392.000000 Penalty: 185848.812500
Iteration 220F: 57 clusters Score -6.476939e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27449 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9074 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17372 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34020 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29207 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29221 members 
Mstep: Class 23 contains 38213 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5521 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22442 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8284 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18463 members 
Mstep: Class 35 contains 20535 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17654 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90328 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5400 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34030 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13356 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769404.000000 Penalty: 185848.812500
Iteration 221Q: 57 clusters Score -6.47694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27449 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9076 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17372 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34020 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29205 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29222 members 
Mstep: Class 23 contains 38213 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5521 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22443 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8284 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18463 members 
Mstep: Class 35 contains 20535 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17649 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90328 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5400 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34030 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13356 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769448.000000 Penalty: 185848.812500
Iteration 222Q: 57 clusters Score -6.476945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27449 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9078 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17371 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34020 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29204 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29222 members 
Mstep: Class 23 contains 38213 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5521 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22444 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8284 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18463 members 
Mstep: Class 35 contains 20535 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17646 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90328 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5400 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34030 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13357 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769444.000000 Penalty: 185848.812500
Iteration 223Q: 57 clusters Score -6.476944e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27449 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9082 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17371 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34020 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29201 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29223 members 
Mstep: Class 23 contains 38213 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 5521 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22444 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8284 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18463 members 
Mstep: Class 35 contains 20535 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17640 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90328 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5400 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34030 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13359 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769452.000000 Penalty: 185848.812500
Iteration 224Q: 57 clusters Score -6.476945e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 27449 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9087 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17371 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34021 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29195 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29225 members 
Mstep: Class 23 contains 38213 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4217 members 
Mstep: Class 26 contains 5521 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22444 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8284 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18463 members 
Mstep: Class 35 contains 20535 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17637 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90328 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5400 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34030 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13361 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769452.000000 Penalty: 185848.812500
Iteration 225Q: 57 clusters Score -6.476945e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9382 members 
Mstep: Class 4 contains 27449 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9091 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17371 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34021 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29193 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29225 members 
Mstep: Class 23 contains 38213 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4214 members 
Mstep: Class 26 contains 5522 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22444 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8284 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18463 members 
Mstep: Class 35 contains 20535 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17635 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90328 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5400 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34030 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13361 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769432.000000 Penalty: 185848.812500
Iteration 226Q: 57 clusters Score -6.476943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9382 members 
Mstep: Class 4 contains 27449 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9092 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17371 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34020 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29191 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29226 members 
Mstep: Class 23 contains 38213 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4214 members 
Mstep: Class 26 contains 5522 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22444 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8284 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18463 members 
Mstep: Class 35 contains 20535 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17633 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90328 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5400 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34030 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13362 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769468.000000 Penalty: 185848.812500
Iteration 227Q: 57 clusters Score -6.476947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9382 members 
Mstep: Class 4 contains 27449 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9092 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17372 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34020 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29188 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29226 members 
Mstep: Class 23 contains 38213 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4214 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22444 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8284 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18463 members 
Mstep: Class 35 contains 20535 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17630 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90328 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5400 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34030 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13363 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769472.000000 Penalty: 185848.812500
Iteration 228Q: 57 clusters Score -6.476947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9382 members 
Mstep: Class 4 contains 27449 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9093 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17372 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34020 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29184 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29227 members 
Mstep: Class 23 contains 38213 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4214 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22444 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8284 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18463 members 
Mstep: Class 35 contains 20535 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17628 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90328 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6588 members 
Mstep: Class 47 contains 5400 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34030 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13364 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769496.000000 Penalty: 185848.812500
Iteration 229Q: 57 clusters Score -6.47695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9382 members 
Mstep: Class 4 contains 27449 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9094 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17372 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34019 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29181 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29227 members 
Mstep: Class 23 contains 38213 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4214 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22444 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8284 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18463 members 
Mstep: Class 35 contains 20535 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17627 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90328 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6588 members 
Mstep: Class 47 contains 5400 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34030 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13364 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769484.000000 Penalty: 185848.812500
Iteration 230Q: 57 clusters Score -6.476948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9382 members 
Mstep: Class 4 contains 27449 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9095 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17372 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34019 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29178 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29227 members 
Mstep: Class 23 contains 38213 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4215 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22444 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8284 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18463 members 
Mstep: Class 35 contains 20535 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17627 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5399 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34030 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13364 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769508.000000 Penalty: 185848.812500
Iteration 231Q: 57 clusters Score -6.476951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9382 members 
Mstep: Class 4 contains 27449 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9095 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17371 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34020 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29176 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29227 members 
Mstep: Class 23 contains 38213 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4215 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22444 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8284 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18463 members 
Mstep: Class 35 contains 20535 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17627 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90327 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5399 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34030 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13365 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769520.000000 Penalty: 185848.812500
Iteration 232Q: 57 clusters Score -6.476952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9382 members 
Mstep: Class 4 contains 27449 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9097 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17370 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34020 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29176 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29227 members 
Mstep: Class 23 contains 38212 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4215 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22444 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8284 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18463 members 
Mstep: Class 35 contains 20535 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17627 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90325 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5399 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34030 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13365 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769528.000000 Penalty: 185848.812500
Iteration 233Q: 57 clusters Score -6.476953e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9382 members 
Mstep: Class 4 contains 27449 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9096 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17368 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34020 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29174 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29228 members 
Mstep: Class 23 contains 38212 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4214 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22445 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8284 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18463 members 
Mstep: Class 35 contains 20535 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17629 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90325 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5399 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34030 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13365 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769536.000000 Penalty: 185848.812500
Iteration 234Q: 57 clusters Score -6.476954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9382 members 
Mstep: Class 4 contains 27449 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9096 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17364 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34019 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29173 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29228 members 
Mstep: Class 23 contains 38212 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4214 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22447 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8284 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18464 members 
Mstep: Class 35 contains 20536 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17629 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90325 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5399 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34030 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13365 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769512.000000 Penalty: 185848.812500
Iteration 235Q: 57 clusters Score -6.476951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9382 members 
Mstep: Class 4 contains 27449 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9096 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17363 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34019 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29173 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29228 members 
Mstep: Class 23 contains 38212 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4214 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22449 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8284 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18464 members 
Mstep: Class 35 contains 20536 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17628 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90325 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5400 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34030 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13365 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769488.000000 Penalty: 185848.812500
Iteration 236Q: 57 clusters Score -6.476949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9382 members 
Mstep: Class 4 contains 27449 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9097 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17365 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34018 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29173 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29228 members 
Mstep: Class 23 contains 38212 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4215 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22448 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8284 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18464 members 
Mstep: Class 35 contains 20536 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17626 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90325 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5401 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34030 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13364 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769496.000000 Penalty: 185848.812500
Iteration 237Q: 57 clusters Score -6.47695e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9382 members 
Mstep: Class 4 contains 27449 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17366 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34017 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29173 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29228 members 
Mstep: Class 23 contains 38213 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4215 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22448 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8284 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18464 members 
Mstep: Class 35 contains 20536 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17625 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8706 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90325 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5402 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34027 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13363 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769524.000000 Penalty: 185848.812500
Iteration 238Q: 57 clusters Score -6.476952e+07 nChanged 2
Entering ConstructFrom: 
Score: -64769524.000000 Penalty: 185848.812500
Entering ConstructFrom: 
Trying to split cluster 1 (22243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Entering Unmasked Estep 
Score: -2433452.250000 Penalty: 2482.426025
	Iteration 0F: 2 clusters Score -2433452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2417838.500000 Penalty: 4964.852051
	Iteration 0F: 3 clusters Score -2417838 nChanged 9858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -2423269.000000 Penalty: 4964.852051
	Iteration 1F: 3 clusters Score -2423269 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2423897.500000 Penalty: 4964.852051
	Iteration 2F: 3 clusters Score -2423898 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2424678.250000 Penalty: 4964.852051
	Iteration 3F: 3 clusters Score -2424678 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2425843.000000 Penalty: 4964.852051
	Iteration 4F: 3 clusters Score -2425843 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2427284.750000 Penalty: 4964.852051
	Iteration 5F: 3 clusters Score -2427285 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2428758.000000 Penalty: 4964.852051
	Iteration 6F: 3 clusters Score -2428758 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -2429803.000000 Penalty: 4964.852051
	Iteration 7F: 3 clusters Score -2429803 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2430526.500000 Penalty: 4964.852051
	Iteration 8Q: 3 clusters Score -2430526 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -2430996.000000 Penalty: 4964.852051
	Iteration 9Q: 3 clusters Score -2430996 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -2431319.250000 Penalty: 4964.852051
	Iteration 10Q: 3 clusters Score -2431319 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -2431529.500000 Penalty: 4964.852051
	Iteration 11Q: 3 clusters Score -2431530 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -2431691.000000 Penalty: 4964.852051
	Iteration 12Q: 3 clusters Score -2431691 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2431775.750000 Penalty: 4964.852051
	Iteration 13Q: 3 clusters Score -2431776 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -2431845.000000 Penalty: 4964.852051
	Iteration 14Q: 3 clusters Score -2431845 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2431890.000000 Penalty: 4964.852051
	Iteration 15Q: 3 clusters Score -2431890 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2431911.750000 Penalty: 4964.852051
	Iteration 16Q: 3 clusters Score -2431912 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2431942.000000 Penalty: 4964.852051
	Iteration 17Q: 3 clusters Score -2431942 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2431950.250000 Penalty: 4964.852051
	Iteration 18Q: 3 clusters Score -2431950 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -2431973.500000 Penalty: 4964.852051
	Iteration 19Q: 3 clusters Score -2431974 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -2431994.500000 Penalty: 4964.852051
	Iteration 20F: 3 clusters Score -2431994 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -2432017.250000 Penalty: 4964.852051
	Iteration 21Q: 3 clusters Score -2432017 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2432037.250000 Penalty: 4964.852051
	Iteration 22Q: 3 clusters Score -2432037 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -2432051.500000 Penalty: 4964.852051
	Iteration 23Q: 3 clusters Score -2432052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2432061.750000 Penalty: 4964.852051
	Iteration 24Q: 3 clusters Score -2432062 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -2432069.500000 Penalty: 4964.852051
	Iteration 25Q: 3 clusters Score -2432070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -2432077.500000 Penalty: 4964.852051
	Iteration 26Q: 3 clusters Score -2432078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -2432076.500000 Penalty: 4964.852051
	Iteration 27Q: 3 clusters Score -2432076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -2432073.000000 Penalty: 4964.852051
	Iteration 28Q: 3 clusters Score -2432073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -2432079.750000 Penalty: 4964.852051
	Iteration 29Q: 3 clusters Score -2432080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2432084.250000 Penalty: 4964.852051
	Iteration 30Q: 3 clusters Score -2432084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -2432088.000000 Penalty: 4964.852051
	Iteration 31Q: 3 clusters Score -2432088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2432085.250000 Penalty: 4964.852051
	Iteration 32Q: 3 clusters Score -2432085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -2432082.750000 Penalty: 4964.852051
	Iteration 33Q: 3 clusters Score -2432083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -2432082.750000 Penalty: 4964.852051
	Iteration 34F: 3 clusters Score -2432083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Entering Unmasked Estep 
Score: -720228.750000 Penalty: 2259.874512
	Iteration 0F: 2 clusters Score -720228.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -713171.812500 Penalty: 4519.749023
	Iteration 0F: 3 clusters Score -713171.8 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -715320.812500 Penalty: 4519.749023
	Iteration 1F: 3 clusters Score -715320.8 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -715738.687500 Penalty: 4519.749023
	Iteration 2F: 3 clusters Score -715738.7 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -716133.812500 Penalty: 4519.749023
	Iteration 3F: 3 clusters Score -716133.8 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -716590.000000 Penalty: 4519.749023
	Iteration 4F: 3 clusters Score -716590 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -717069.625000 Penalty: 4519.749023
	Iteration 5F: 3 clusters Score -717069.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -717511.125000 Penalty: 4519.749023
	Iteration 6F: 3 clusters Score -717511.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -717842.312500 Penalty: 4519.749023
	Iteration 7F: 3 clusters Score -717842.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -718106.000000 Penalty: 4519.749023
	Iteration 8Q: 3 clusters Score -718106 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -718335.562500 Penalty: 4519.749023
	Iteration 9Q: 3 clusters Score -718335.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -718545.125000 Penalty: 4519.749023
	Iteration 10Q: 3 clusters Score -718545.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -718729.687500 Penalty: 4519.749023
	Iteration 11Q: 3 clusters Score -718729.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -718870.000000 Penalty: 4519.749023
	Iteration 12Q: 3 clusters Score -718870 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -718982.000000 Penalty: 4519.749023
	Iteration 13Q: 3 clusters Score -718982 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -719064.250000 Penalty: 4519.749023
	Iteration 14Q: 3 clusters Score -719064.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -719118.625000 Penalty: 4519.749023
	Iteration 15Q: 3 clusters Score -719118.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -719153.562500 Penalty: 4519.749023
	Iteration 16Q: 3 clusters Score -719153.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -719181.375000 Penalty: 4519.749023
	Iteration 17Q: 3 clusters Score -719181.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -719197.250000 Penalty: 4519.749023
	Iteration 18Q: 3 clusters Score -719197.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -719211.937500 Penalty: 4519.749023
	Iteration 19Q: 3 clusters Score -719211.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -719229.062500 Penalty: 4519.749023
	Iteration 20F: 3 clusters Score -719229.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -719248.625000 Penalty: 4519.749023
	Iteration 21Q: 3 clusters Score -719248.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -719259.375000 Penalty: 4519.749023
	Iteration 22Q: 3 clusters Score -719259.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -719265.812500 Penalty: 4519.749023
	Iteration 23Q: 3 clusters Score -719265.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -719274.750000 Penalty: 4519.749023
	Iteration 24Q: 3 clusters Score -719274.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -719280.125000 Penalty: 4519.749023
	Iteration 25Q: 3 clusters Score -719280.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -719286.562500 Penalty: 4519.749023
	Iteration 26Q: 3 clusters Score -719286.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -719292.687500 Penalty: 4519.749023
	Iteration 27Q: 3 clusters Score -719292.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -719293.625000 Penalty: 4519.749023
	Iteration 28Q: 3 clusters Score -719293.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -719294.625000 Penalty: 4519.749023
	Iteration 29Q: 3 clusters Score -719294.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -719293.625000 Penalty: 4519.749023
	Iteration 30Q: 3 clusters Score -719293.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -719296.687500 Penalty: 4519.749023
	Iteration 31Q: 3 clusters Score -719296.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -719300.687500 Penalty: 4519.749023
	Iteration 32Q: 3 clusters Score -719300.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -719299.562500 Penalty: 4519.749023
	Iteration 33Q: 3 clusters Score -719299.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -719299.687500 Penalty: 4519.749023
	Iteration 34Q: 3 clusters Score -719299.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -719301.937500 Penalty: 4519.749023
	Iteration 35Q: 3 clusters Score -719301.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -719300.812500 Penalty: 4519.749023
	Iteration 36Q: 3 clusters Score -719300.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -719301.875000 Penalty: 4519.749023
	Iteration 37Q: 3 clusters Score -719301.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -719301.750000 Penalty: 4519.749023
	Iteration 38Q: 3 clusters Score -719301.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -719302.750000 Penalty: 4519.749023
	Iteration 39Q: 3 clusters Score -719302.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -719303.187500 Penalty: 4519.749023
	Iteration 40F: 3 clusters Score -719303.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -719303.687500 Penalty: 4519.749023
	Iteration 41Q: 3 clusters Score -719303.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -719303.000000 Penalty: 4519.749023
	Iteration 42Q: 3 clusters Score -719303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -719303.000000 Penalty: 4519.749023
	Iteration 43Q: 3 clusters Score -719303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -719303.000000 Penalty: 4519.749023
	Iteration 44F: 3 clusters Score -719303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Entering Unmasked Estep 
Score: -1000970.375000 Penalty: 2268.343994
	Iteration 0F: 2 clusters Score -1000970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -993704.125000 Penalty: 4536.687988
	Iteration 0F: 3 clusters Score -993704.1 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -995806.875000 Penalty: 4536.687988
	Iteration 1F: 3 clusters Score -995806.9 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -996178.875000 Penalty: 4536.687988
	Iteration 2F: 3 clusters Score -996178.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -996497.187500 Penalty: 4536.687988
	Iteration 3F: 3 clusters Score -996497.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -996771.500000 Penalty: 4536.687988
	Iteration 4F: 3 clusters Score -996771.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -997020.437500 Penalty: 4536.687988
	Iteration 5Q: 3 clusters Score -997020.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -997285.500000 Penalty: 4536.687988
	Iteration 6Q: 3 clusters Score -997285.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -997533.750000 Penalty: 4536.687988
	Iteration 7Q: 3 clusters Score -997533.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -997769.500000 Penalty: 4536.687988
	Iteration 8Q: 3 clusters Score -997769.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -997971.875000 Penalty: 4536.687988
	Iteration 9Q: 3 clusters Score -997971.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -998155.500000 Penalty: 4536.687988
	Iteration 10Q: 3 clusters Score -998155.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -998326.125000 Penalty: 4536.687988
	Iteration 11Q: 3 clusters Score -998326.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -998485.937500 Penalty: 4536.687988
	Iteration 12Q: 3 clusters Score -998485.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -998594.812500 Penalty: 4536.687988
	Iteration 13Q: 3 clusters Score -998594.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -998669.562500 Penalty: 4536.687988
	Iteration 14Q: 3 clusters Score -998669.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -998715.312500 Penalty: 4536.687988
	Iteration 15Q: 3 clusters Score -998715.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -998758.687500 Penalty: 4536.687988
	Iteration 16Q: 3 clusters Score -998758.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -998798.062500 Penalty: 4536.687988
	Iteration 17Q: 3 clusters Score -998798.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -998840.000000 Penalty: 4536.687988
	Iteration 18Q: 3 clusters Score -998840 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -998871.250000 Penalty: 4536.687988
	Iteration 19Q: 3 clusters Score -998871.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -998898.812500 Penalty: 4536.687988
	Iteration 20F: 3 clusters Score -998898.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -998933.187500 Penalty: 4536.687988
	Iteration 21Q: 3 clusters Score -998933.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -998971.625000 Penalty: 4536.687988
	Iteration 22Q: 3 clusters Score -998971.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -999007.812500 Penalty: 4536.687988
	Iteration 23Q: 3 clusters Score -999007.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -999040.875000 Penalty: 4536.687988
	Iteration 24Q: 3 clusters Score -999040.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -999073.687500 Penalty: 4536.687988
	Iteration 25Q: 3 clusters Score -999073.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -999110.750000 Penalty: 4536.687988
	Iteration 26Q: 3 clusters Score -999110.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -999159.687500 Penalty: 4536.687988
	Iteration 27Q: 3 clusters Score -999159.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -999202.937500 Penalty: 4536.687988
	Iteration 28Q: 3 clusters Score -999202.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -999242.625000 Penalty: 4536.687988
	Iteration 29Q: 3 clusters Score -999242.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -999274.125000 Penalty: 4536.687988
	Iteration 30Q: 3 clusters Score -999274.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -999307.812500 Penalty: 4536.687988
	Iteration 31Q: 3 clusters Score -999307.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -999364.187500 Penalty: 4536.687988
	Iteration 32Q: 3 clusters Score -999364.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -999410.250000 Penalty: 4536.687988
	Iteration 33Q: 3 clusters Score -999410.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -999467.250000 Penalty: 4536.687988
	Iteration 34Q: 3 clusters Score -999467.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -999490.812500 Penalty: 4536.687988
	Iteration 35Q: 3 clusters Score -999490.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -999511.437500 Penalty: 4536.687988
	Iteration 36Q: 3 clusters Score -999511.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -999531.437500 Penalty: 4536.687988
	Iteration 37Q: 3 clusters Score -999531.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -999547.875000 Penalty: 4536.687988
	Iteration 38Q: 3 clusters Score -999547.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -999553.875000 Penalty: 4536.687988
	Iteration 39Q: 3 clusters Score -999553.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -999562.062500 Penalty: 4536.687988
	Iteration 40F: 3 clusters Score -999562.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -999568.625000 Penalty: 4536.687988
	Iteration 41Q: 3 clusters Score -999568.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -999570.187500 Penalty: 4536.687988
	Iteration 42Q: 3 clusters Score -999570.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -999573.000000 Penalty: 4536.687988
	Iteration 43Q: 3 clusters Score -999573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -999575.562500 Penalty: 4536.687988
	Iteration 44Q: 3 clusters Score -999575.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -999573.937500 Penalty: 4536.687988
	Iteration 45Q: 3 clusters Score -999573.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -999575.812500 Penalty: 4536.687988
	Iteration 46Q: 3 clusters Score -999575.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -999577.750000 Penalty: 4536.687988
	Iteration 47Q: 3 clusters Score -999577.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -999577.562500 Penalty: 4536.687988
	Iteration 48Q: 3 clusters Score -999577.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -999577.937500 Penalty: 4536.687988
	Iteration 49Q: 3 clusters Score -999577.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -999579.937500 Penalty: 4536.687988
	Iteration 50Q: 3 clusters Score -999579.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -999581.250000 Penalty: 4536.687988
	Iteration 51Q: 3 clusters Score -999581.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -999581.750000 Penalty: 4536.687988
	Iteration 52Q: 3 clusters Score -999581.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -999580.562500 Penalty: 4536.687988
	Iteration 53Q: 3 clusters Score -999580.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -999583.312500 Penalty: 4536.687988
	Iteration 54Q: 3 clusters Score -999583.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -999585.000000 Penalty: 4536.687988
	Iteration 55Q: 3 clusters Score -999585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -999588.437500 Penalty: 4536.687988
	Iteration 56Q: 3 clusters Score -999588.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -999589.062500 Penalty: 4536.687988
	Iteration 57Q: 3 clusters Score -999589.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -999589.062500 Penalty: 4536.687988
	Iteration 58F: 3 clusters Score -999589.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Entering Unmasked Estep 
Score: -3016381.750000 Penalty: 2534.581055
	Iteration 0F: 2 clusters Score -3016382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2997426.250000 Penalty: 5069.162109
	Iteration 0F: 3 clusters Score -2997426 nChanged 12330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -3004228.250000 Penalty: 5069.162109
	Iteration 1F: 3 clusters Score -3004228 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -3004707.750000 Penalty: 5069.162109
	Iteration 2Q: 3 clusters Score -3004708 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -3005224.500000 Penalty: 5069.162109
	Iteration 3Q: 3 clusters Score -3005224 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -3005750.250000 Penalty: 5069.162109
	Iteration 4Q: 3 clusters Score -3005750 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -3006431.250000 Penalty: 5069.162109
	Iteration 5Q: 3 clusters Score -3006431 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -3007375.500000 Penalty: 5069.162109
	Iteration 6F: 3 clusters Score -3007376 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -3008521.000000 Penalty: 5069.162109
	Iteration 7F: 3 clusters Score -3008521 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -3009957.750000 Penalty: 5069.162109
	Iteration 8F: 3 clusters Score -3009958 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -3011330.000000 Penalty: 5069.162109
	Iteration 9F: 3 clusters Score -3011330 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -3012394.000000 Penalty: 5069.162109
	Iteration 10Q: 3 clusters Score -3012394 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -3013092.500000 Penalty: 5069.162109
	Iteration 11Q: 3 clusters Score -3013092 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -3013513.750000 Penalty: 5069.162109
	Iteration 12Q: 3 clusters Score -3013514 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -3013756.250000 Penalty: 5069.162109
	Iteration 13Q: 3 clusters Score -3013756 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -3013889.500000 Penalty: 5069.162109
	Iteration 14Q: 3 clusters Score -3013890 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -3013975.750000 Penalty: 5069.162109
	Iteration 15Q: 3 clusters Score -3013976 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -3014038.750000 Penalty: 5069.162109
	Iteration 16Q: 3 clusters Score -3014039 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -3014080.000000 Penalty: 5069.162109
	Iteration 17Q: 3 clusters Score -3014080 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -3014128.500000 Penalty: 5069.162109
	Iteration 18Q: 3 clusters Score -3014128 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -3014176.250000 Penalty: 5069.162109
	Iteration 19Q: 3 clusters Score -3014176 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -3014208.750000 Penalty: 5069.162109
	Iteration 20F: 3 clusters Score -3014209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -3014219.750000 Penalty: 5069.162109
	Iteration 21Q: 3 clusters Score -3014220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -3014238.250000 Penalty: 5069.162109
	Iteration 22Q: 3 clusters Score -3014238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -3014251.750000 Penalty: 5069.162109
	Iteration 23Q: 3 clusters Score -3014252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -3014258.500000 Penalty: 5069.162109
	Iteration 24Q: 3 clusters Score -3014258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -3014264.500000 Penalty: 5069.162109
	Iteration 25Q: 3 clusters Score -3014264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -3014285.250000 Penalty: 5069.162109
	Iteration 26Q: 3 clusters Score -3014285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -3014293.250000 Penalty: 5069.162109
	Iteration 27Q: 3 clusters Score -3014293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -3014299.250000 Penalty: 5069.162109
	Iteration 28Q: 3 clusters Score -3014299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -3014300.500000 Penalty: 5069.162109
	Iteration 29Q: 3 clusters Score -3014300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -3014302.000000 Penalty: 5069.162109
	Iteration 30Q: 3 clusters Score -3014302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -3014304.500000 Penalty: 5069.162109
	Iteration 31Q: 3 clusters Score -3014304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -3014304.500000 Penalty: 5069.162109
	Iteration 32F: 3 clusters Score -3014304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Entering Unmasked Estep 
Score: -1668560.125000 Penalty: 2393.761963
	Iteration 0F: 2 clusters Score -1668560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1657282.500000 Penalty: 4787.523926
	Iteration 0F: 3 clusters Score -1657282 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1661016.250000 Penalty: 4787.523926
	Iteration 1F: 3 clusters Score -1661016 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1661603.500000 Penalty: 4787.523926
	Iteration 2F: 3 clusters Score -1661604 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1662192.750000 Penalty: 4787.523926
	Iteration 3F: 3 clusters Score -1662193 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1662784.375000 Penalty: 4787.523926
	Iteration 4F: 3 clusters Score -1662784 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1663327.875000 Penalty: 4787.523926
	Iteration 5F: 3 clusters Score -1663328 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1663792.500000 Penalty: 4787.523926
	Iteration 6F: 3 clusters Score -1663792 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1664160.875000 Penalty: 4787.523926
	Iteration 7Q: 3 clusters Score -1664161 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1664481.375000 Penalty: 4787.523926
	Iteration 8Q: 3 clusters Score -1664481 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1664818.750000 Penalty: 4787.523926
	Iteration 9Q: 3 clusters Score -1664819 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1665177.125000 Penalty: 4787.523926
	Iteration 10Q: 3 clusters Score -1665177 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1665515.750000 Penalty: 4787.523926
	Iteration 11Q: 3 clusters Score -1665516 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1665833.125000 Penalty: 4787.523926
	Iteration 12Q: 3 clusters Score -1665833 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1666096.125000 Penalty: 4787.523926
	Iteration 13Q: 3 clusters Score -1666096 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1666306.000000 Penalty: 4787.523926
	Iteration 14Q: 3 clusters Score -1666306 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1666455.375000 Penalty: 4787.523926
	Iteration 15Q: 3 clusters Score -1666455 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1666598.000000 Penalty: 4787.523926
	Iteration 16Q: 3 clusters Score -1666598 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1666698.250000 Penalty: 4787.523926
	Iteration 17Q: 3 clusters Score -1666698 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1666785.125000 Penalty: 4787.523926
	Iteration 18Q: 3 clusters Score -1666785 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1666881.500000 Penalty: 4787.523926
	Iteration 19Q: 3 clusters Score -1666882 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1666970.250000 Penalty: 4787.523926
	Iteration 20F: 3 clusters Score -1666970 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1667048.875000 Penalty: 4787.523926
	Iteration 21Q: 3 clusters Score -1667049 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1667119.750000 Penalty: 4787.523926
	Iteration 22Q: 3 clusters Score -1667120 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1667175.875000 Penalty: 4787.523926
	Iteration 23Q: 3 clusters Score -1667176 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1667216.875000 Penalty: 4787.523926
	Iteration 24Q: 3 clusters Score -1667217 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1667251.250000 Penalty: 4787.523926
	Iteration 25Q: 3 clusters Score -1667251 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1667281.000000 Penalty: 4787.523926
	Iteration 26Q: 3 clusters Score -1667281 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1667306.125000 Penalty: 4787.523926
	Iteration 27Q: 3 clusters Score -1667306 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1667324.375000 Penalty: 4787.523926
	Iteration 28Q: 3 clusters Score -1667324 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1667343.000000 Penalty: 4787.523926
	Iteration 29Q: 3 clusters Score -1667343 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1667356.500000 Penalty: 4787.523926
	Iteration 30Q: 3 clusters Score -1667356 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1667367.500000 Penalty: 4787.523926
	Iteration 31Q: 3 clusters Score -1667368 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1667378.000000 Penalty: 4787.523926
	Iteration 32Q: 3 clusters Score -1667378 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1667389.250000 Penalty: 4787.523926
	Iteration 33Q: 3 clusters Score -1667389 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1667400.125000 Penalty: 4787.523926
	Iteration 34Q: 3 clusters Score -1667400 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1667409.000000 Penalty: 4787.523926
	Iteration 35Q: 3 clusters Score -1667409 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1667417.375000 Penalty: 4787.523926
	Iteration 36Q: 3 clusters Score -1667417 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1667422.375000 Penalty: 4787.523926
	Iteration 37Q: 3 clusters Score -1667422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1667428.875000 Penalty: 4787.523926
	Iteration 38Q: 3 clusters Score -1667429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1667429.125000 Penalty: 4787.523926
	Iteration 39Q: 3 clusters Score -1667429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1667428.625000 Penalty: 4787.523926
	Iteration 40F: 3 clusters Score -1667429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1667429.500000 Penalty: 4787.523926
	Iteration 41Q: 3 clusters Score -1667430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1667428.125000 Penalty: 4787.523926
	Iteration 42Q: 3 clusters Score -1667428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1667433.000000 Penalty: 4787.523926
	Iteration 43Q: 3 clusters Score -1667433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1667438.125000 Penalty: 4787.523926
	Iteration 44Q: 3 clusters Score -1667438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1667436.750000 Penalty: 4787.523926
	Iteration 45Q: 3 clusters Score -1667437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1667440.375000 Penalty: 4787.523926
	Iteration 46Q: 3 clusters Score -1667440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1667444.500000 Penalty: 4787.523926
	Iteration 47Q: 3 clusters Score -1667444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1667446.500000 Penalty: 4787.523926
	Iteration 48Q: 3 clusters Score -1667446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1667448.750000 Penalty: 4787.523926
	Iteration 49Q: 3 clusters Score -1667449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1667451.375000 Penalty: 4787.523926
	Iteration 50Q: 3 clusters Score -1667451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1667452.250000 Penalty: 4787.523926
	Iteration 51Q: 3 clusters Score -1667452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1667448.750000 Penalty: 4787.523926
	Iteration 52Q: 3 clusters Score -1667449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1667452.250000 Penalty: 4787.523926
	Iteration 53Q: 3 clusters Score -1667452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1667460.125000 Penalty: 4787.523926
	Iteration 54Q: 3 clusters Score -1667460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1667456.750000 Penalty: 4787.523926
	Iteration 55Q: 3 clusters Score -1667457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1667458.250000 Penalty: 4787.523926
	Iteration 56Q: 3 clusters Score -1667458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1667458.250000 Penalty: 4787.523926
	Iteration 57Q: 3 clusters Score -1667458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1667461.375000 Penalty: 4787.523926
	Iteration 58Q: 3 clusters Score -1667461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1667460.875000 Penalty: 4787.523926
	Iteration 59Q: 3 clusters Score -1667461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1667462.500000 Penalty: 4787.523926
	Iteration 60F: 3 clusters Score -1667462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1667462.000000 Penalty: 4787.523926
	Iteration 61Q: 3 clusters Score -1667462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1667461.500000 Penalty: 4787.523926
	Iteration 62Q: 3 clusters Score -1667462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1667463.875000 Penalty: 4787.523926
	Iteration 63Q: 3 clusters Score -1667464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1667465.250000 Penalty: 4787.523926
	Iteration 64Q: 3 clusters Score -1667465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1667469.875000 Penalty: 4787.523926
	Iteration 65Q: 3 clusters Score -1667470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1667471.750000 Penalty: 4787.523926
	Iteration 66Q: 3 clusters Score -1667472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1667471.625000 Penalty: 4787.523926
	Iteration 67Q: 3 clusters Score -1667472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1667472.375000 Penalty: 4787.523926
	Iteration 68Q: 3 clusters Score -1667472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1667473.625000 Penalty: 4787.523926
	Iteration 69Q: 3 clusters Score -1667474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1667473.625000 Penalty: 4787.523926
	Iteration 70Q: 3 clusters Score -1667474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1667470.875000 Penalty: 4787.523926
	Iteration 71Q: 3 clusters Score -1667471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1667473.000000 Penalty: 4787.523926
	Iteration 72Q: 3 clusters Score -1667473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1667473.750000 Penalty: 4787.523926
	Iteration 73Q: 3 clusters Score -1667474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1667473.750000 Penalty: 4787.523926
	Iteration 74Q: 3 clusters Score -1667474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1667475.375000 Penalty: 4787.523926
	Iteration 75Q: 3 clusters Score -1667475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1667475.375000 Penalty: 4787.523926
	Iteration 76F: 3 clusters Score -1667475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Entering Unmasked Estep 
Score: -648597.562500 Penalty: 2201.832764
	Iteration 0F: 2 clusters Score -648597.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -642831.562500 Penalty: 4403.665527
	Iteration 0F: 3 clusters Score -642831.6 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -644530.187500 Penalty: 4403.665527
	Iteration 1F: 3 clusters Score -644530.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -644887.250000 Penalty: 4403.665527
	Iteration 2F: 3 clusters Score -644887.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -645134.812500 Penalty: 4403.665527
	Iteration 3F: 3 clusters Score -645134.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -645337.687500 Penalty: 4403.665527
	Iteration 4Q: 3 clusters Score -645337.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -645511.437500 Penalty: 4403.665527
	Iteration 5Q: 3 clusters Score -645511.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -645659.125000 Penalty: 4403.665527
	Iteration 6Q: 3 clusters Score -645659.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -645813.750000 Penalty: 4403.665527
	Iteration 7Q: 3 clusters Score -645813.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -645993.062500 Penalty: 4403.665527
	Iteration 8Q: 3 clusters Score -645993.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -646144.062500 Penalty: 4403.665527
	Iteration 9Q: 3 clusters Score -646144.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -646245.750000 Penalty: 4403.665527
	Iteration 10Q: 3 clusters Score -646245.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -646328.750000 Penalty: 4403.665527
	Iteration 11Q: 3 clusters Score -646328.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -646388.812500 Penalty: 4403.665527
	Iteration 12Q: 3 clusters Score -646388.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -646436.562500 Penalty: 4403.665527
	Iteration 13Q: 3 clusters Score -646436.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -646465.125000 Penalty: 4403.665527
	Iteration 14Q: 3 clusters Score -646465.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -646485.687500 Penalty: 4403.665527
	Iteration 15Q: 3 clusters Score -646485.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -646501.125000 Penalty: 4403.665527
	Iteration 16Q: 3 clusters Score -646501.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -646522.500000 Penalty: 4403.665527
	Iteration 17Q: 3 clusters Score -646522.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -646544.625000 Penalty: 4403.665527
	Iteration 18Q: 3 clusters Score -646544.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -646568.250000 Penalty: 4403.665527
	Iteration 19Q: 3 clusters Score -646568.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -646591.937500 Penalty: 4403.665527
	Iteration 20F: 3 clusters Score -646591.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -646613.687500 Penalty: 4403.665527
	Iteration 21Q: 3 clusters Score -646613.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -646636.812500 Penalty: 4403.665527
	Iteration 22Q: 3 clusters Score -646636.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -646666.750000 Penalty: 4403.665527
	Iteration 23Q: 3 clusters Score -646666.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -646692.937500 Penalty: 4403.665527
	Iteration 24Q: 3 clusters Score -646692.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -646726.687500 Penalty: 4403.665527
	Iteration 25Q: 3 clusters Score -646726.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -646762.812500 Penalty: 4403.665527
	Iteration 26Q: 3 clusters Score -646762.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -646802.687500 Penalty: 4403.665527
	Iteration 27Q: 3 clusters Score -646802.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -646844.750000 Penalty: 4403.665527
	Iteration 28Q: 3 clusters Score -646844.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -646883.062500 Penalty: 4403.665527
	Iteration 29Q: 3 clusters Score -646883.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -646915.625000 Penalty: 4403.665527
	Iteration 30Q: 3 clusters Score -646915.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -646953.750000 Penalty: 4403.665527
	Iteration 31Q: 3 clusters Score -646953.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -646983.937500 Penalty: 4403.665527
	Iteration 32Q: 3 clusters Score -646983.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -647007.250000 Penalty: 4403.665527
	Iteration 33Q: 3 clusters Score -647007.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -647027.812500 Penalty: 4403.665527
	Iteration 34Q: 3 clusters Score -647027.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -647053.500000 Penalty: 4403.665527
	Iteration 35Q: 3 clusters Score -647053.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -647064.625000 Penalty: 4403.665527
	Iteration 36Q: 3 clusters Score -647064.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -647082.812500 Penalty: 4403.665527
	Iteration 37Q: 3 clusters Score -647082.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -647097.625000 Penalty: 4403.665527
	Iteration 38Q: 3 clusters Score -647097.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -647117.187500 Penalty: 4403.665527
	Iteration 39Q: 3 clusters Score -647117.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -647126.437500 Penalty: 4403.665527
	Iteration 40F: 3 clusters Score -647126.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -647131.750000 Penalty: 4403.665527
	Iteration 41Q: 3 clusters Score -647131.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -647136.375000 Penalty: 4403.665527
	Iteration 42Q: 3 clusters Score -647136.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -647140.250000 Penalty: 4403.665527
	Iteration 43Q: 3 clusters Score -647140.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -647141.562500 Penalty: 4403.665527
	Iteration 44Q: 3 clusters Score -647141.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -647142.437500 Penalty: 4403.665527
	Iteration 45Q: 3 clusters Score -647142.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -647144.687500 Penalty: 4403.665527
	Iteration 46Q: 3 clusters Score -647144.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -647146.562500 Penalty: 4403.665527
	Iteration 47Q: 3 clusters Score -647146.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -647145.625000 Penalty: 4403.665527
	Iteration 48Q: 3 clusters Score -647145.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -647146.625000 Penalty: 4403.665527
	Iteration 49Q: 3 clusters Score -647146.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -647145.437500 Penalty: 4403.665527
	Iteration 50Q: 3 clusters Score -647145.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -647146.937500 Penalty: 4403.665527
	Iteration 51Q: 3 clusters Score -647146.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -647146.812500 Penalty: 4403.665527
	Iteration 52Q: 3 clusters Score -647146.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -647145.687500 Penalty: 4403.665527
	Iteration 53Q: 3 clusters Score -647145.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -647147.625000 Penalty: 4403.665527
	Iteration 54Q: 3 clusters Score -647147.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -647149.937500 Penalty: 4403.665527
	Iteration 55Q: 3 clusters Score -647149.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -647150.437500 Penalty: 4403.665527
	Iteration 56Q: 3 clusters Score -647150.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -647151.312500 Penalty: 4403.665527
	Iteration 57Q: 3 clusters Score -647151.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -647151.312500 Penalty: 4403.665527
	Iteration 58F: 3 clusters Score -647151.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Entering Unmasked Estep 
Score: -1409462.625000 Penalty: 2377.897705
	Iteration 0F: 2 clusters Score -1409463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1398825.375000 Penalty: 4755.795410
	Iteration 0F: 3 clusters Score -1398825 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1402422.500000 Penalty: 4755.795410
	Iteration 1F: 3 clusters Score -1402422 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1402939.875000 Penalty: 4755.795410
	Iteration 2F: 3 clusters Score -1402940 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1403377.250000 Penalty: 4755.795410
	Iteration 3F: 3 clusters Score -1403377 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1403754.250000 Penalty: 4755.795410
	Iteration 4F: 3 clusters Score -1403754 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1404174.000000 Penalty: 4755.795410
	Iteration 5F: 3 clusters Score -1404174 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1404610.750000 Penalty: 4755.795410
	Iteration 6F: 3 clusters Score -1404611 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1404978.125000 Penalty: 4755.795410
	Iteration 7Q: 3 clusters Score -1404978 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1405351.250000 Penalty: 4755.795410
	Iteration 8Q: 3 clusters Score -1405351 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1405684.500000 Penalty: 4755.795410
	Iteration 9Q: 3 clusters Score -1405684 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1405984.500000 Penalty: 4755.795410
	Iteration 10Q: 3 clusters Score -1405984 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1406262.875000 Penalty: 4755.795410
	Iteration 11Q: 3 clusters Score -1406263 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1406499.375000 Penalty: 4755.795410
	Iteration 12Q: 3 clusters Score -1406499 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1406705.375000 Penalty: 4755.795410
	Iteration 13Q: 3 clusters Score -1406705 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1406889.875000 Penalty: 4755.795410
	Iteration 14Q: 3 clusters Score -1406890 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1407061.500000 Penalty: 4755.795410
	Iteration 15Q: 3 clusters Score -1407062 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1407175.250000 Penalty: 4755.795410
	Iteration 16Q: 3 clusters Score -1407175 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1407264.375000 Penalty: 4755.795410
	Iteration 17Q: 3 clusters Score -1407264 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1407334.750000 Penalty: 4755.795410
	Iteration 18Q: 3 clusters Score -1407335 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1407395.750000 Penalty: 4755.795410
	Iteration 19Q: 3 clusters Score -1407396 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1407452.750000 Penalty: 4755.795410
	Iteration 20F: 3 clusters Score -1407453 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1407499.000000 Penalty: 4755.795410
	Iteration 21Q: 3 clusters Score -1407499 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1407522.500000 Penalty: 4755.795410
	Iteration 22Q: 3 clusters Score -1407522 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1407555.125000 Penalty: 4755.795410
	Iteration 23Q: 3 clusters Score -1407555 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1407582.875000 Penalty: 4755.795410
	Iteration 24Q: 3 clusters Score -1407583 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1407609.375000 Penalty: 4755.795410
	Iteration 25Q: 3 clusters Score -1407609 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1407635.750000 Penalty: 4755.795410
	Iteration 26Q: 3 clusters Score -1407636 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1407663.250000 Penalty: 4755.795410
	Iteration 27Q: 3 clusters Score -1407663 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1407686.000000 Penalty: 4755.795410
	Iteration 28Q: 3 clusters Score -1407686 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1407705.750000 Penalty: 4755.795410
	Iteration 29Q: 3 clusters Score -1407706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1407721.000000 Penalty: 4755.795410
	Iteration 30Q: 3 clusters Score -1407721 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1407732.000000 Penalty: 4755.795410
	Iteration 31Q: 3 clusters Score -1407732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1407737.625000 Penalty: 4755.795410
	Iteration 32Q: 3 clusters Score -1407738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1407747.625000 Penalty: 4755.795410
	Iteration 33Q: 3 clusters Score -1407748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1407755.750000 Penalty: 4755.795410
	Iteration 34Q: 3 clusters Score -1407756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1407763.000000 Penalty: 4755.795410
	Iteration 35Q: 3 clusters Score -1407763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1407771.500000 Penalty: 4755.795410
	Iteration 36Q: 3 clusters Score -1407772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1407774.500000 Penalty: 4755.795410
	Iteration 37Q: 3 clusters Score -1407774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1407776.500000 Penalty: 4755.795410
	Iteration 38Q: 3 clusters Score -1407776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1407781.875000 Penalty: 4755.795410
	Iteration 39Q: 3 clusters Score -1407782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1407787.125000 Penalty: 4755.795410
	Iteration 40F: 3 clusters Score -1407787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1407794.125000 Penalty: 4755.795410
	Iteration 41Q: 3 clusters Score -1407794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1407794.000000 Penalty: 4755.795410
	Iteration 42Q: 3 clusters Score -1407794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1407800.750000 Penalty: 4755.795410
	Iteration 43Q: 3 clusters Score -1407801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1407803.625000 Penalty: 4755.795410
	Iteration 44Q: 3 clusters Score -1407804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1407808.500000 Penalty: 4755.795410
	Iteration 45Q: 3 clusters Score -1407808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1407807.250000 Penalty: 4755.795410
	Iteration 46Q: 3 clusters Score -1407807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1407808.875000 Penalty: 4755.795410
	Iteration 47Q: 3 clusters Score -1407809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1407808.875000 Penalty: 4755.795410
	Iteration 48F: 3 clusters Score -1407809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Entering Unmasked Estep 
Score: -110137.375000 Penalty: 1712.626831
	Iteration 0F: 2 clusters Score -110137.4 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 476 members 
Entering Unmasked Estep 
Score: -108176.984375 Penalty: 3425.253662
	Iteration 0F: 3 clusters Score -108177 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -108453.453125 Penalty: 3425.253662
	Iteration 1F: 3 clusters Score -108453.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -108536.781250 Penalty: 3425.253662
	Iteration 2F: 3 clusters Score -108536.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -108583.476562 Penalty: 3425.253662
	Iteration 3Q: 3 clusters Score -108583.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -108598.164062 Penalty: 3425.253662
	Iteration 4Q: 3 clusters Score -108598.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -108604.164062 Penalty: 3425.253662
	Iteration 5Q: 3 clusters Score -108604.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -108607.476562 Penalty: 3425.253662
	Iteration 6Q: 3 clusters Score -108607.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -108612.445312 Penalty: 3425.253662
	Iteration 7Q: 3 clusters Score -108612.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -108616.515625 Penalty: 3425.253662
	Iteration 8Q: 3 clusters Score -108616.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -108619.179688 Penalty: 3425.253662
	Iteration 9Q: 3 clusters Score -108619.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -108619.585938 Penalty: 3425.253662
	Iteration 10Q: 3 clusters Score -108619.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -108619.585938 Penalty: 3425.253662
	Iteration 11F: 3 clusters Score -108619.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Entering Unmasked Estep 
Score: -975258.062500 Penalty: 2260.748291
	Iteration 0F: 2 clusters Score -975258.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -968106.562500 Penalty: 4521.496582
	Iteration 0F: 3 clusters Score -968106.6 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -970227.312500 Penalty: 4521.496582
	Iteration 1F: 3 clusters Score -970227.3 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -970646.937500 Penalty: 4521.496582
	Iteration 2F: 3 clusters Score -970646.9 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -970953.375000 Penalty: 4521.496582
	Iteration 3F: 3 clusters Score -970953.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -971162.812500 Penalty: 4521.496582
	Iteration 4Q: 3 clusters Score -971162.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -971348.437500 Penalty: 4521.496582
	Iteration 5Q: 3 clusters Score -971348.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -971509.687500 Penalty: 4521.496582
	Iteration 6Q: 3 clusters Score -971509.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -971658.687500 Penalty: 4521.496582
	Iteration 7Q: 3 clusters Score -971658.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -971786.750000 Penalty: 4521.496582
	Iteration 8Q: 3 clusters Score -971786.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -971916.750000 Penalty: 4521.496582
	Iteration 9Q: 3 clusters Score -971916.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -972033.500000 Penalty: 4521.496582
	Iteration 10Q: 3 clusters Score -972033.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -972136.375000 Penalty: 4521.496582
	Iteration 11Q: 3 clusters Score -972136.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -972220.937500 Penalty: 4521.496582
	Iteration 12Q: 3 clusters Score -972220.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -972285.937500 Penalty: 4521.496582
	Iteration 13Q: 3 clusters Score -972285.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -972358.937500 Penalty: 4521.496582
	Iteration 14Q: 3 clusters Score -972358.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -972424.375000 Penalty: 4521.496582
	Iteration 15Q: 3 clusters Score -972424.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -972506.125000 Penalty: 4521.496582
	Iteration 16Q: 3 clusters Score -972506.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -972595.000000 Penalty: 4521.496582
	Iteration 17Q: 3 clusters Score -972595 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -972679.187500 Penalty: 4521.496582
	Iteration 18Q: 3 clusters Score -972679.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -972733.500000 Penalty: 4521.496582
	Iteration 19Q: 3 clusters Score -972733.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -972779.812500 Penalty: 4521.496582
	Iteration 20F: 3 clusters Score -972779.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -972826.125000 Penalty: 4521.496582
	Iteration 21Q: 3 clusters Score -972826.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -972867.000000 Penalty: 4521.496582
	Iteration 22Q: 3 clusters Score -972867 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -972893.562500 Penalty: 4521.496582
	Iteration 23Q: 3 clusters Score -972893.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -972922.562500 Penalty: 4521.496582
	Iteration 24Q: 3 clusters Score -972922.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -972948.875000 Penalty: 4521.496582
	Iteration 25Q: 3 clusters Score -972948.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -972978.687500 Penalty: 4521.496582
	Iteration 26Q: 3 clusters Score -972978.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -972998.250000 Penalty: 4521.496582
	Iteration 27Q: 3 clusters Score -972998.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -973021.562500 Penalty: 4521.496582
	Iteration 28Q: 3 clusters Score -973021.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -973041.875000 Penalty: 4521.496582
	Iteration 29Q: 3 clusters Score -973041.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -973058.312500 Penalty: 4521.496582
	Iteration 30Q: 3 clusters Score -973058.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -973074.500000 Penalty: 4521.496582
	Iteration 31Q: 3 clusters Score -973074.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -973088.375000 Penalty: 4521.496582
	Iteration 32Q: 3 clusters Score -973088.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -973103.312500 Penalty: 4521.496582
	Iteration 33Q: 3 clusters Score -973103.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -973113.562500 Penalty: 4521.496582
	Iteration 34Q: 3 clusters Score -973113.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -973122.875000 Penalty: 4521.496582
	Iteration 35Q: 3 clusters Score -973122.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -973124.687500 Penalty: 4521.496582
	Iteration 36Q: 3 clusters Score -973124.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -973132.437500 Penalty: 4521.496582
	Iteration 37Q: 3 clusters Score -973132.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -973136.750000 Penalty: 4521.496582
	Iteration 38Q: 3 clusters Score -973136.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -973142.625000 Penalty: 4521.496582
	Iteration 39Q: 3 clusters Score -973142.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -973150.687500 Penalty: 4521.496582
	Iteration 40F: 3 clusters Score -973150.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -973156.687500 Penalty: 4521.496582
	Iteration 41Q: 3 clusters Score -973156.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -973166.812500 Penalty: 4521.496582
	Iteration 42Q: 3 clusters Score -973166.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -973171.125000 Penalty: 4521.496582
	Iteration 43Q: 3 clusters Score -973171.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -973174.437500 Penalty: 4521.496582
	Iteration 44Q: 3 clusters Score -973174.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -973178.750000 Penalty: 4521.496582
	Iteration 45Q: 3 clusters Score -973178.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -973190.750000 Penalty: 4521.496582
	Iteration 46Q: 3 clusters Score -973190.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -973199.875000 Penalty: 4521.496582
	Iteration 47Q: 3 clusters Score -973199.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -973210.500000 Penalty: 4521.496582
	Iteration 48Q: 3 clusters Score -973210.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -973219.750000 Penalty: 4521.496582
	Iteration 49Q: 3 clusters Score -973219.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -973228.437500 Penalty: 4521.496582
	Iteration 50Q: 3 clusters Score -973228.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -973235.437500 Penalty: 4521.496582
	Iteration 51Q: 3 clusters Score -973235.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -973240.125000 Penalty: 4521.496582
	Iteration 52Q: 3 clusters Score -973240.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -973247.312500 Penalty: 4521.496582
	Iteration 53Q: 3 clusters Score -973247.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -973256.625000 Penalty: 4521.496582
	Iteration 54Q: 3 clusters Score -973256.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -973263.687500 Penalty: 4521.496582
	Iteration 55Q: 3 clusters Score -973263.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -973267.937500 Penalty: 4521.496582
	Iteration 56Q: 3 clusters Score -973267.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -973271.375000 Penalty: 4521.496582
	Iteration 57Q: 3 clusters Score -973271.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -973274.750000 Penalty: 4521.496582
	Iteration 58Q: 3 clusters Score -973274.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -973279.312500 Penalty: 4521.496582
	Iteration 59Q: 3 clusters Score -973279.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -973284.000000 Penalty: 4521.496582
	Iteration 60F: 3 clusters Score -973284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -973287.437500 Penalty: 4521.496582
	Iteration 61Q: 3 clusters Score -973287.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -973292.937500 Penalty: 4521.496582
	Iteration 62Q: 3 clusters Score -973292.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -973299.437500 Penalty: 4521.496582
	Iteration 63Q: 3 clusters Score -973299.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -973302.687500 Penalty: 4521.496582
	Iteration 64Q: 3 clusters Score -973302.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -973307.250000 Penalty: 4521.496582
	Iteration 65Q: 3 clusters Score -973307.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -973311.562500 Penalty: 4521.496582
	Iteration 66Q: 3 clusters Score -973311.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -973316.625000 Penalty: 4521.496582
	Iteration 67Q: 3 clusters Score -973316.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -973322.812500 Penalty: 4521.496582
	Iteration 68Q: 3 clusters Score -973322.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -973331.937500 Penalty: 4521.496582
	Iteration 69Q: 3 clusters Score -973331.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -973339.375000 Penalty: 4521.496582
	Iteration 70Q: 3 clusters Score -973339.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -973345.375000 Penalty: 4521.496582
	Iteration 71Q: 3 clusters Score -973345.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -973347.687500 Penalty: 4521.496582
	Iteration 72Q: 3 clusters Score -973347.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -973350.250000 Penalty: 4521.496582
	Iteration 73Q: 3 clusters Score -973350.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -973351.250000 Penalty: 4521.496582
	Iteration 74Q: 3 clusters Score -973351.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -973352.187500 Penalty: 4521.496582
	Iteration 75Q: 3 clusters Score -973352.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -973352.687500 Penalty: 4521.496582
	Iteration 76Q: 3 clusters Score -973352.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -973353.437500 Penalty: 4521.496582
	Iteration 77Q: 3 clusters Score -973353.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -973354.062500 Penalty: 4521.496582
	Iteration 78Q: 3 clusters Score -973354.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -973355.562500 Penalty: 4521.496582
	Iteration 79Q: 3 clusters Score -973355.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -973357.125000 Penalty: 4521.496582
	Iteration 80F: 3 clusters Score -973357.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -973360.000000 Penalty: 4521.496582
	Iteration 81Q: 3 clusters Score -973360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -973358.312500 Penalty: 4521.496582
	Iteration 82Q: 3 clusters Score -973358.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -973358.000000 Penalty: 4521.496582
	Iteration 83Q: 3 clusters Score -973358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -973361.312500 Penalty: 4521.496582
	Iteration 84Q: 3 clusters Score -973361.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -973361.187500 Penalty: 4521.496582
	Iteration 85Q: 3 clusters Score -973361.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -973361.187500 Penalty: 4521.496582
	Iteration 86F: 3 clusters Score -973361.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -98734.875000 Penalty: 1710.380127
	Iteration 0F: 2 clusters Score -98734.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -96851.906250 Penalty: 3420.760254
	Iteration 0F: 3 clusters Score -96851.91 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -97182.929688 Penalty: 3420.760254
	Iteration 1F: 3 clusters Score -97182.93 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -97363.171875 Penalty: 3420.760254
	Iteration 2F: 3 clusters Score -97363.17 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -97428.023438 Penalty: 3420.760254
	Iteration 3Q: 3 clusters Score -97428.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -97460.335938 Penalty: 3420.760254
	Iteration 4Q: 3 clusters Score -97460.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -97485.007812 Penalty: 3420.760254
	Iteration 5Q: 3 clusters Score -97485.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -97505.835938 Penalty: 3420.760254
	Iteration 6Q: 3 clusters Score -97505.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -97518.960938 Penalty: 3420.760254
	Iteration 7Q: 3 clusters Score -97518.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -97532.320312 Penalty: 3420.760254
	Iteration 8Q: 3 clusters Score -97532.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -97538.812500 Penalty: 3420.760254
	Iteration 9Q: 3 clusters Score -97538.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -97543.320312 Penalty: 3420.760254
	Iteration 10Q: 3 clusters Score -97543.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -97547.687500 Penalty: 3420.760254
	Iteration 11Q: 3 clusters Score -97547.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -97550.796875 Penalty: 3420.760254
	Iteration 12Q: 3 clusters Score -97550.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -97550.796875 Penalty: 3420.760254
	Iteration 13F: 3 clusters Score -97550.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -75359.398438 Penalty: 1649.269165
	Iteration 0F: 2 clusters Score -75359.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -73612.773438 Penalty: 3298.538330
	Iteration 0F: 3 clusters Score -73612.77 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -73819.585938 Penalty: 3298.538330
	Iteration 1F: 3 clusters Score -73819.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -73896.546875 Penalty: 3298.538330
	Iteration 2F: 3 clusters Score -73896.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -73942.367188 Penalty: 3298.538330
	Iteration 3Q: 3 clusters Score -73942.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -73972.828125 Penalty: 3298.538330
	Iteration 4Q: 3 clusters Score -73972.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -73996.539062 Penalty: 3298.538330
	Iteration 5Q: 3 clusters Score -73996.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -74019.609375 Penalty: 3298.538330
	Iteration 6Q: 3 clusters Score -74019.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -74036.460938 Penalty: 3298.538330
	Iteration 7Q: 3 clusters Score -74036.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -74043.687500 Penalty: 3298.538330
	Iteration 8Q: 3 clusters Score -74043.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -74046.578125 Penalty: 3298.538330
	Iteration 9Q: 3 clusters Score -74046.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -74048.898438 Penalty: 3298.538330
	Iteration 10Q: 3 clusters Score -74048.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -74051.843750 Penalty: 3298.538330
	Iteration 11Q: 3 clusters Score -74051.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -74051.843750 Penalty: 3298.538330
	Iteration 12F: 3 clusters Score -74051.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Entering Unmasked Estep 
Score: -685544.562500 Penalty: 2167.682861
	Iteration 0F: 2 clusters Score -685544.6 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 3072 members 
Entering Unmasked Estep 
Score: -680198.937500 Penalty: 4335.365723
	Iteration 0F: 3 clusters Score -680198.9 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -681599.937500 Penalty: 4335.365723
	Iteration 1F: 3 clusters Score -681599.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -681842.250000 Penalty: 4335.365723
	Iteration 2F: 3 clusters Score -681842.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -681991.000000 Penalty: 4335.365723
	Iteration 3F: 3 clusters Score -681991 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -682102.437500 Penalty: 4335.365723
	Iteration 4Q: 3 clusters Score -682102.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -682174.375000 Penalty: 4335.365723
	Iteration 5Q: 3 clusters Score -682174.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -682236.562500 Penalty: 4335.365723
	Iteration 6Q: 3 clusters Score -682236.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -682293.750000 Penalty: 4335.365723
	Iteration 7Q: 3 clusters Score -682293.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -682360.687500 Penalty: 4335.365723
	Iteration 8Q: 3 clusters Score -682360.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -682422.812500 Penalty: 4335.365723
	Iteration 9Q: 3 clusters Score -682422.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -682483.062500 Penalty: 4335.365723
	Iteration 10Q: 3 clusters Score -682483.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -682543.375000 Penalty: 4335.365723
	Iteration 11Q: 3 clusters Score -682543.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -682603.062500 Penalty: 4335.365723
	Iteration 12Q: 3 clusters Score -682603.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -682673.750000 Penalty: 4335.365723
	Iteration 13Q: 3 clusters Score -682673.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -682752.687500 Penalty: 4335.365723
	Iteration 14Q: 3 clusters Score -682752.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -682829.250000 Penalty: 4335.365723
	Iteration 15Q: 3 clusters Score -682829.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -682901.187500 Penalty: 4335.365723
	Iteration 16Q: 3 clusters Score -682901.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -682960.000000 Penalty: 4335.365723
	Iteration 17Q: 3 clusters Score -682960 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -683015.375000 Penalty: 4335.365723
	Iteration 18Q: 3 clusters Score -683015.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -683074.062500 Penalty: 4335.365723
	Iteration 19Q: 3 clusters Score -683074.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -683127.125000 Penalty: 4335.365723
	Iteration 20F: 3 clusters Score -683127.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -683184.000000 Penalty: 4335.365723
	Iteration 21Q: 3 clusters Score -683184 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -683230.312500 Penalty: 4335.365723
	Iteration 22Q: 3 clusters Score -683230.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -683278.812500 Penalty: 4335.365723
	Iteration 23Q: 3 clusters Score -683278.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -683331.312500 Penalty: 4335.365723
	Iteration 24Q: 3 clusters Score -683331.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -683367.812500 Penalty: 4335.365723
	Iteration 25Q: 3 clusters Score -683367.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -683397.375000 Penalty: 4335.365723
	Iteration 26Q: 3 clusters Score -683397.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -683422.250000 Penalty: 4335.365723
	Iteration 27Q: 3 clusters Score -683422.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -683448.375000 Penalty: 4335.365723
	Iteration 28Q: 3 clusters Score -683448.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -683474.437500 Penalty: 4335.365723
	Iteration 29Q: 3 clusters Score -683474.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -683494.375000 Penalty: 4335.365723
	Iteration 30Q: 3 clusters Score -683494.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -683513.375000 Penalty: 4335.365723
	Iteration 31Q: 3 clusters Score -683513.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -683534.875000 Penalty: 4335.365723
	Iteration 32Q: 3 clusters Score -683534.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -683552.187500 Penalty: 4335.365723
	Iteration 33Q: 3 clusters Score -683552.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -683566.500000 Penalty: 4335.365723
	Iteration 34Q: 3 clusters Score -683566.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -683574.062500 Penalty: 4335.365723
	Iteration 35Q: 3 clusters Score -683574.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -683582.812500 Penalty: 4335.365723
	Iteration 36Q: 3 clusters Score -683582.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -683587.875000 Penalty: 4335.365723
	Iteration 37Q: 3 clusters Score -683587.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -683591.250000 Penalty: 4335.365723
	Iteration 38Q: 3 clusters Score -683591.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -683595.312500 Penalty: 4335.365723
	Iteration 39Q: 3 clusters Score -683595.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -683599.625000 Penalty: 4335.365723
	Iteration 40F: 3 clusters Score -683599.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -683604.312500 Penalty: 4335.365723
	Iteration 41Q: 3 clusters Score -683604.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -683606.937500 Penalty: 4335.365723
	Iteration 42Q: 3 clusters Score -683606.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -683609.625000 Penalty: 4335.365723
	Iteration 43Q: 3 clusters Score -683609.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -683612.812500 Penalty: 4335.365723
	Iteration 44Q: 3 clusters Score -683612.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -683615.625000 Penalty: 4335.365723
	Iteration 45Q: 3 clusters Score -683615.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -683618.000000 Penalty: 4335.365723
	Iteration 46Q: 3 clusters Score -683618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -683619.125000 Penalty: 4335.365723
	Iteration 47Q: 3 clusters Score -683619.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -683619.875000 Penalty: 4335.365723
	Iteration 48Q: 3 clusters Score -683619.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -683619.875000 Penalty: 4335.365723
	Iteration 49F: 3 clusters Score -683619.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Entering Unmasked Estep 
Score: -1683222.500000 Penalty: 2421.028564
	Iteration 0F: 2 clusters Score -1683222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1670815.000000 Penalty: 4842.057129
	Iteration 0F: 3 clusters Score -1670815 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1674933.375000 Penalty: 4842.057129
	Iteration 1F: 3 clusters Score -1674933 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1675465.125000 Penalty: 4842.057129
	Iteration 2F: 3 clusters Score -1675465 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1675921.250000 Penalty: 4842.057129
	Iteration 3F: 3 clusters Score -1675921 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1676335.125000 Penalty: 4842.057129
	Iteration 4F: 3 clusters Score -1676335 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1676744.875000 Penalty: 4842.057129
	Iteration 5Q: 3 clusters Score -1676745 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1677189.625000 Penalty: 4842.057129
	Iteration 6Q: 3 clusters Score -1677190 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1677677.500000 Penalty: 4842.057129
	Iteration 7Q: 3 clusters Score -1677678 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1678162.250000 Penalty: 4842.057129
	Iteration 8Q: 3 clusters Score -1678162 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1678609.625000 Penalty: 4842.057129
	Iteration 9Q: 3 clusters Score -1678610 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1678987.500000 Penalty: 4842.057129
	Iteration 10Q: 3 clusters Score -1678988 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1679291.000000 Penalty: 4842.057129
	Iteration 11Q: 3 clusters Score -1679291 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1679552.625000 Penalty: 4842.057129
	Iteration 12Q: 3 clusters Score -1679553 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1679758.750000 Penalty: 4842.057129
	Iteration 13Q: 3 clusters Score -1679759 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1679939.125000 Penalty: 4842.057129
	Iteration 14Q: 3 clusters Score -1679939 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1680079.250000 Penalty: 4842.057129
	Iteration 15Q: 3 clusters Score -1680079 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1680169.875000 Penalty: 4842.057129
	Iteration 16Q: 3 clusters Score -1680170 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1680230.500000 Penalty: 4842.057129
	Iteration 17Q: 3 clusters Score -1680230 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1680275.750000 Penalty: 4842.057129
	Iteration 18Q: 3 clusters Score -1680276 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1680308.125000 Penalty: 4842.057129
	Iteration 19Q: 3 clusters Score -1680308 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1680345.125000 Penalty: 4842.057129
	Iteration 20F: 3 clusters Score -1680345 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1680366.750000 Penalty: 4842.057129
	Iteration 21Q: 3 clusters Score -1680367 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1680385.000000 Penalty: 4842.057129
	Iteration 22Q: 3 clusters Score -1680385 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1680398.500000 Penalty: 4842.057129
	Iteration 23Q: 3 clusters Score -1680398 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1680415.125000 Penalty: 4842.057129
	Iteration 24Q: 3 clusters Score -1680415 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1680426.125000 Penalty: 4842.057129
	Iteration 25Q: 3 clusters Score -1680426 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1680438.750000 Penalty: 4842.057129
	Iteration 26Q: 3 clusters Score -1680439 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1680442.125000 Penalty: 4842.057129
	Iteration 27Q: 3 clusters Score -1680442 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1680458.500000 Penalty: 4842.057129
	Iteration 28Q: 3 clusters Score -1680458 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1680466.750000 Penalty: 4842.057129
	Iteration 29Q: 3 clusters Score -1680467 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1680465.500000 Penalty: 4842.057129
	Iteration 30Q: 3 clusters Score -1680466 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1680470.375000 Penalty: 4842.057129
	Iteration 31Q: 3 clusters Score -1680470 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1680475.750000 Penalty: 4842.057129
	Iteration 32Q: 3 clusters Score -1680476 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1680475.375000 Penalty: 4842.057129
	Iteration 33Q: 3 clusters Score -1680475 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1680485.500000 Penalty: 4842.057129
	Iteration 34Q: 3 clusters Score -1680486 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1680491.000000 Penalty: 4842.057129
	Iteration 35Q: 3 clusters Score -1680491 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1680500.875000 Penalty: 4842.057129
	Iteration 36Q: 3 clusters Score -1680501 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1680505.250000 Penalty: 4842.057129
	Iteration 37Q: 3 clusters Score -1680505 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1680515.750000 Penalty: 4842.057129
	Iteration 38Q: 3 clusters Score -1680516 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1680527.625000 Penalty: 4842.057129
	Iteration 39Q: 3 clusters Score -1680528 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1680532.375000 Penalty: 4842.057129
	Iteration 40F: 3 clusters Score -1680532 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1680540.500000 Penalty: 4842.057129
	Iteration 41Q: 3 clusters Score -1680540 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1680541.500000 Penalty: 4842.057129
	Iteration 42Q: 3 clusters Score -1680542 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1680548.125000 Penalty: 4842.057129
	Iteration 43Q: 3 clusters Score -1680548 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1680558.250000 Penalty: 4842.057129
	Iteration 44Q: 3 clusters Score -1680558 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1680561.625000 Penalty: 4842.057129
	Iteration 45Q: 3 clusters Score -1680562 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1680569.000000 Penalty: 4842.057129
	Iteration 46Q: 3 clusters Score -1680569 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1680571.125000 Penalty: 4842.057129
	Iteration 47Q: 3 clusters Score -1680571 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1680574.000000 Penalty: 4842.057129
	Iteration 48Q: 3 clusters Score -1680574 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1680582.000000 Penalty: 4842.057129
	Iteration 49Q: 3 clusters Score -1680582 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1680599.375000 Penalty: 4842.057129
	Iteration 50Q: 3 clusters Score -1680599 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1680605.625000 Penalty: 4842.057129
	Iteration 51Q: 3 clusters Score -1680606 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1680613.625000 Penalty: 4842.057129
	Iteration 52Q: 3 clusters Score -1680614 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1680618.875000 Penalty: 4842.057129
	Iteration 53Q: 3 clusters Score -1680619 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1680630.750000 Penalty: 4842.057129
	Iteration 54Q: 3 clusters Score -1680631 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1680654.625000 Penalty: 4842.057129
	Iteration 55Q: 3 clusters Score -1680655 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1680673.125000 Penalty: 4842.057129
	Iteration 56Q: 3 clusters Score -1680673 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1680704.500000 Penalty: 4842.057129
	Iteration 57Q: 3 clusters Score -1680704 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1680748.625000 Penalty: 4842.057129
	Iteration 58Q: 3 clusters Score -1680749 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1680789.625000 Penalty: 4842.057129
	Iteration 59Q: 3 clusters Score -1680790 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1680868.375000 Penalty: 4842.057129
	Iteration 60F: 3 clusters Score -1680868 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1680950.750000 Penalty: 4842.057129
	Iteration 61Q: 3 clusters Score -1680951 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1681014.250000 Penalty: 4842.057129
	Iteration 62Q: 3 clusters Score -1681014 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1681085.875000 Penalty: 4842.057129
	Iteration 63Q: 3 clusters Score -1681086 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1681140.875000 Penalty: 4842.057129
	Iteration 64Q: 3 clusters Score -1681141 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1681196.500000 Penalty: 4842.057129
	Iteration 65Q: 3 clusters Score -1681196 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1681223.625000 Penalty: 4842.057129
	Iteration 66Q: 3 clusters Score -1681224 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1681266.375000 Penalty: 4842.057129
	Iteration 67Q: 3 clusters Score -1681266 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1681298.125000 Penalty: 4842.057129
	Iteration 68Q: 3 clusters Score -1681298 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1681322.250000 Penalty: 4842.057129
	Iteration 69Q: 3 clusters Score -1681322 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1681341.875000 Penalty: 4842.057129
	Iteration 70Q: 3 clusters Score -1681342 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1681355.125000 Penalty: 4842.057129
	Iteration 71Q: 3 clusters Score -1681355 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1681375.125000 Penalty: 4842.057129
	Iteration 72Q: 3 clusters Score -1681375 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1681393.125000 Penalty: 4842.057129
	Iteration 73Q: 3 clusters Score -1681393 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1681403.500000 Penalty: 4842.057129
	Iteration 74Q: 3 clusters Score -1681404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1681411.000000 Penalty: 4842.057129
	Iteration 75Q: 3 clusters Score -1681411 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1681423.875000 Penalty: 4842.057129
	Iteration 76Q: 3 clusters Score -1681424 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1681438.500000 Penalty: 4842.057129
	Iteration 77Q: 3 clusters Score -1681438 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1681453.250000 Penalty: 4842.057129
	Iteration 78Q: 3 clusters Score -1681453 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1681461.125000 Penalty: 4842.057129
	Iteration 79Q: 3 clusters Score -1681461 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1681464.250000 Penalty: 4842.057129
	Iteration 80F: 3 clusters Score -1681464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1681468.250000 Penalty: 4842.057129
	Iteration 81Q: 3 clusters Score -1681468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1681477.125000 Penalty: 4842.057129
	Iteration 82Q: 3 clusters Score -1681477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1681479.750000 Penalty: 4842.057129
	Iteration 83Q: 3 clusters Score -1681480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1681482.000000 Penalty: 4842.057129
	Iteration 84Q: 3 clusters Score -1681482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1681489.500000 Penalty: 4842.057129
	Iteration 85Q: 3 clusters Score -1681490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1681488.750000 Penalty: 4842.057129
	Iteration 86Q: 3 clusters Score -1681489 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1681495.375000 Penalty: 4842.057129
	Iteration 87Q: 3 clusters Score -1681495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1681497.000000 Penalty: 4842.057129
	Iteration 88Q: 3 clusters Score -1681497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1681502.625000 Penalty: 4842.057129
	Iteration 89Q: 3 clusters Score -1681503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1681502.500000 Penalty: 4842.057129
	Iteration 90Q: 3 clusters Score -1681502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1681499.375000 Penalty: 4842.057129
	Iteration 91Q: 3 clusters Score -1681499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1681500.250000 Penalty: 4842.057129
	Iteration 92Q: 3 clusters Score -1681500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1681502.625000 Penalty: 4842.057129
	Iteration 93Q: 3 clusters Score -1681503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1681501.625000 Penalty: 4842.057129
	Iteration 94Q: 3 clusters Score -1681502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1681503.000000 Penalty: 4842.057129
	Iteration 95Q: 3 clusters Score -1681503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1681501.750000 Penalty: 4842.057129
	Iteration 96Q: 3 clusters Score -1681502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1681501.625000 Penalty: 4842.057129
	Iteration 97Q: 3 clusters Score -1681502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1681504.500000 Penalty: 4842.057129
	Iteration 98Q: 3 clusters Score -1681504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1681504.500000 Penalty: 4842.057129
	Iteration 99F: 3 clusters Score -1681504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Entering Unmasked Estep 
Score: -179340.187500 Penalty: 1833.986694
	Iteration 0F: 2 clusters Score -179340.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -176947.406250 Penalty: 3667.973389
	Iteration 0F: 3 clusters Score -176947.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -177283.062500 Penalty: 3667.973389
	Iteration 1F: 3 clusters Score -177283.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -177378.656250 Penalty: 3667.973389
	Iteration 2F: 3 clusters Score -177378.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -177439.062500 Penalty: 3667.973389
	Iteration 3Q: 3 clusters Score -177439.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -177474.703125 Penalty: 3667.973389
	Iteration 4Q: 3 clusters Score -177474.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -177506.578125 Penalty: 3667.973389
	Iteration 5Q: 3 clusters Score -177506.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -177522.984375 Penalty: 3667.973389
	Iteration 6Q: 3 clusters Score -177523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -177532.781250 Penalty: 3667.973389
	Iteration 7Q: 3 clusters Score -177532.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -177542.218750 Penalty: 3667.973389
	Iteration 8Q: 3 clusters Score -177542.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -177558.046875 Penalty: 3667.973389
	Iteration 9Q: 3 clusters Score -177558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -177569.078125 Penalty: 3667.973389
	Iteration 10Q: 3 clusters Score -177569.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -177578.031250 Penalty: 3667.973389
	Iteration 11Q: 3 clusters Score -177578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -177580.140625 Penalty: 3667.973389
	Iteration 12Q: 3 clusters Score -177580.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -177580.859375 Penalty: 3667.973389
	Iteration 13Q: 3 clusters Score -177580.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -177581.296875 Penalty: 3667.973389
	Iteration 14Q: 3 clusters Score -177581.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -177581.296875 Penalty: 3667.973389
	Iteration 15F: 3 clusters Score -177581.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Entering Unmasked Estep 
Score: -3385296.500000 Penalty: 2587.784668
	Iteration 0F: 2 clusters Score -3385296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -3362107.000000 Penalty: 5175.569336
	Iteration 0F: 3 clusters Score -3362107 nChanged 15412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -3370878.750000 Penalty: 5175.569336
	Iteration 1F: 3 clusters Score -3370879 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -3371665.750000 Penalty: 5175.569336
	Iteration 2F: 3 clusters Score -3371666 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -3372489.000000 Penalty: 5175.569336
	Iteration 3F: 3 clusters Score -3372489 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -3373448.750000 Penalty: 5175.569336
	Iteration 4F: 3 clusters Score -3373449 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -3374484.000000 Penalty: 5175.569336
	Iteration 5F: 3 clusters Score -3374484 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -3375553.000000 Penalty: 5175.569336
	Iteration 6F: 3 clusters Score -3375553 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -3376516.500000 Penalty: 5175.569336
	Iteration 7F: 3 clusters Score -3376516 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -3377312.750000 Penalty: 5175.569336
	Iteration 8Q: 3 clusters Score -3377313 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -3377936.750000 Penalty: 5175.569336
	Iteration 9Q: 3 clusters Score -3377937 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -3378452.500000 Penalty: 5175.569336
	Iteration 10Q: 3 clusters Score -3378452 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -3378832.500000 Penalty: 5175.569336
	Iteration 11Q: 3 clusters Score -3378832 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -3379078.000000 Penalty: 5175.569336
	Iteration 12Q: 3 clusters Score -3379078 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -3379261.500000 Penalty: 5175.569336
	Iteration 13Q: 3 clusters Score -3379262 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -3379399.500000 Penalty: 5175.569336
	Iteration 14Q: 3 clusters Score -3379400 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -3379526.250000 Penalty: 5175.569336
	Iteration 15Q: 3 clusters Score -3379526 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -3379600.250000 Penalty: 5175.569336
	Iteration 16Q: 3 clusters Score -3379600 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -3379673.500000 Penalty: 5175.569336
	Iteration 17Q: 3 clusters Score -3379674 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -3379745.250000 Penalty: 5175.569336
	Iteration 18Q: 3 clusters Score -3379745 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -3379844.250000 Penalty: 5175.569336
	Iteration 19Q: 3 clusters Score -3379844 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -3379960.500000 Penalty: 5175.569336
	Iteration 20F: 3 clusters Score -3379960 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -3380081.750000 Penalty: 5175.569336
	Iteration 21Q: 3 clusters Score -3380082 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -3380205.750000 Penalty: 5175.569336
	Iteration 22Q: 3 clusters Score -3380206 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -3380320.750000 Penalty: 5175.569336
	Iteration 23Q: 3 clusters Score -3380321 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -3380419.000000 Penalty: 5175.569336
	Iteration 24Q: 3 clusters Score -3380419 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -3380546.000000 Penalty: 5175.569336
	Iteration 25Q: 3 clusters Score -3380546 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -3380673.250000 Penalty: 5175.569336
	Iteration 26Q: 3 clusters Score -3380673 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -3380811.750000 Penalty: 5175.569336
	Iteration 27Q: 3 clusters Score -3380812 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -3380956.000000 Penalty: 5175.569336
	Iteration 28Q: 3 clusters Score -3380956 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -3381103.250000 Penalty: 5175.569336
	Iteration 29Q: 3 clusters Score -3381103 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -3381259.250000 Penalty: 5175.569336
	Iteration 30Q: 3 clusters Score -3381259 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -3381447.250000 Penalty: 5175.569336
	Iteration 31Q: 3 clusters Score -3381447 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -3381656.000000 Penalty: 5175.569336
	Iteration 32Q: 3 clusters Score -3381656 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -3381859.000000 Penalty: 5175.569336
	Iteration 33Q: 3 clusters Score -3381859 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -3382069.000000 Penalty: 5175.569336
	Iteration 34Q: 3 clusters Score -3382069 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -3382309.250000 Penalty: 5175.569336
	Iteration 35Q: 3 clusters Score -3382309 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -3382575.000000 Penalty: 5175.569336
	Iteration 36Q: 3 clusters Score -3382575 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -3382806.750000 Penalty: 5175.569336
	Iteration 37Q: 3 clusters Score -3382807 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -3383024.000000 Penalty: 5175.569336
	Iteration 38Q: 3 clusters Score -3383024 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -3383196.750000 Penalty: 5175.569336
	Iteration 39Q: 3 clusters Score -3383197 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -3383338.250000 Penalty: 5175.569336
	Iteration 40F: 3 clusters Score -3383338 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -3383457.500000 Penalty: 5175.569336
	Iteration 41Q: 3 clusters Score -3383458 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -3383568.500000 Penalty: 5175.569336
	Iteration 42Q: 3 clusters Score -3383568 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -3383676.750000 Penalty: 5175.569336
	Iteration 43Q: 3 clusters Score -3383677 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -3383761.250000 Penalty: 5175.569336
	Iteration 44Q: 3 clusters Score -3383761 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -3383817.500000 Penalty: 5175.569336
	Iteration 45Q: 3 clusters Score -3383818 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -3383870.250000 Penalty: 5175.569336
	Iteration 46Q: 3 clusters Score -3383870 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -3383925.500000 Penalty: 5175.569336
	Iteration 47Q: 3 clusters Score -3383926 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -3383969.000000 Penalty: 5175.569336
	Iteration 48Q: 3 clusters Score -3383969 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -3384005.250000 Penalty: 5175.569336
	Iteration 49Q: 3 clusters Score -3384005 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -3384049.250000 Penalty: 5175.569336
	Iteration 50Q: 3 clusters Score -3384049 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -3384075.250000 Penalty: 5175.569336
	Iteration 51Q: 3 clusters Score -3384075 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -3384101.000000 Penalty: 5175.569336
	Iteration 52Q: 3 clusters Score -3384101 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -3384141.250000 Penalty: 5175.569336
	Iteration 53Q: 3 clusters Score -3384141 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -3384171.250000 Penalty: 5175.569336
	Iteration 54Q: 3 clusters Score -3384171 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -3384194.250000 Penalty: 5175.569336
	Iteration 55Q: 3 clusters Score -3384194 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -3384210.500000 Penalty: 5175.569336
	Iteration 56Q: 3 clusters Score -3384210 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -3384217.500000 Penalty: 5175.569336
	Iteration 57Q: 3 clusters Score -3384218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -3384228.000000 Penalty: 5175.569336
	Iteration 58Q: 3 clusters Score -3384228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -3384232.750000 Penalty: 5175.569336
	Iteration 59Q: 3 clusters Score -3384233 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -3384240.750000 Penalty: 5175.569336
	Iteration 60F: 3 clusters Score -3384241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -3384247.750000 Penalty: 5175.569336
	Iteration 61Q: 3 clusters Score -3384248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -3384247.000000 Penalty: 5175.569336
	Iteration 62Q: 3 clusters Score -3384247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -3384244.750000 Penalty: 5175.569336
	Iteration 63Q: 3 clusters Score -3384245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -3384247.500000 Penalty: 5175.569336
	Iteration 64Q: 3 clusters Score -3384248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -3384252.000000 Penalty: 5175.569336
	Iteration 65Q: 3 clusters Score -3384252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -3384252.250000 Penalty: 5175.569336
	Iteration 66Q: 3 clusters Score -3384252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -3384249.000000 Penalty: 5175.569336
	Iteration 67Q: 3 clusters Score -3384249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -3384252.250000 Penalty: 5175.569336
	Iteration 68Q: 3 clusters Score -3384252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -3384254.750000 Penalty: 5175.569336
	Iteration 69Q: 3 clusters Score -3384255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -3384254.000000 Penalty: 5175.569336
	Iteration 70Q: 3 clusters Score -3384254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -3384252.750000 Penalty: 5175.569336
	Iteration 71Q: 3 clusters Score -3384253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -3384250.000000 Penalty: 5175.569336
	Iteration 72Q: 3 clusters Score -3384250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -3384253.500000 Penalty: 5175.569336
	Iteration 73Q: 3 clusters Score -3384254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -3384253.750000 Penalty: 5175.569336
	Iteration 74Q: 3 clusters Score -3384254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -3384252.500000 Penalty: 5175.569336
	Iteration 75Q: 3 clusters Score -3384252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -3384256.000000 Penalty: 5175.569336
	Iteration 76Q: 3 clusters Score -3384256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -3384254.750000 Penalty: 5175.569336
	Iteration 77Q: 3 clusters Score -3384255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -3384255.500000 Penalty: 5175.569336
	Iteration 78Q: 3 clusters Score -3384256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -3384261.250000 Penalty: 5175.569336
	Iteration 79Q: 3 clusters Score -3384261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -3384259.500000 Penalty: 5175.569336
	Iteration 80F: 3 clusters Score -3384260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 32146 members 
Entering Unmasked Estep 
Score: -3384260.250000 Penalty: 5175.569336
	Iteration 81Q: 3 clusters Score -3384260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -3384258.750000 Penalty: 5175.569336
	Iteration 82Q: 3 clusters Score -3384259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -3384258.750000 Penalty: 5175.569336
	Iteration 83F: 3 clusters Score -3384259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -548361.375000 Penalty: 2111.667969
	Iteration 0F: 2 clusters Score -548361.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -543769.437500 Penalty: 4223.335938
	Iteration 0F: 3 clusters Score -543769.4 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -544803.000000 Penalty: 4223.335938
	Iteration 1F: 3 clusters Score -544803 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -544994.687500 Penalty: 4223.335938
	Iteration 2F: 3 clusters Score -544994.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -545135.937500 Penalty: 4223.335938
	Iteration 3Q: 3 clusters Score -545135.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -545266.125000 Penalty: 4223.335938
	Iteration 4Q: 3 clusters Score -545266.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -545384.562500 Penalty: 4223.335938
	Iteration 5Q: 3 clusters Score -545384.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -545477.937500 Penalty: 4223.335938
	Iteration 6Q: 3 clusters Score -545477.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -545558.187500 Penalty: 4223.335938
	Iteration 7Q: 3 clusters Score -545558.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -545634.500000 Penalty: 4223.335938
	Iteration 8Q: 3 clusters Score -545634.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -545712.812500 Penalty: 4223.335938
	Iteration 9Q: 3 clusters Score -545712.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -545786.500000 Penalty: 4223.335938
	Iteration 10Q: 3 clusters Score -545786.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -545868.187500 Penalty: 4223.335938
	Iteration 11Q: 3 clusters Score -545868.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -545943.875000 Penalty: 4223.335938
	Iteration 12Q: 3 clusters Score -545943.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -546019.000000 Penalty: 4223.335938
	Iteration 13Q: 3 clusters Score -546019 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -546093.250000 Penalty: 4223.335938
	Iteration 14Q: 3 clusters Score -546093.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -546160.812500 Penalty: 4223.335938
	Iteration 15Q: 3 clusters Score -546160.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -546215.375000 Penalty: 4223.335938
	Iteration 16Q: 3 clusters Score -546215.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -546259.875000 Penalty: 4223.335938
	Iteration 17Q: 3 clusters Score -546259.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -546299.625000 Penalty: 4223.335938
	Iteration 18Q: 3 clusters Score -546299.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -546335.062500 Penalty: 4223.335938
	Iteration 19Q: 3 clusters Score -546335.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -546361.125000 Penalty: 4223.335938
	Iteration 20F: 3 clusters Score -546361.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -546385.625000 Penalty: 4223.335938
	Iteration 21Q: 3 clusters Score -546385.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -546399.062500 Penalty: 4223.335938
	Iteration 22Q: 3 clusters Score -546399.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -546419.187500 Penalty: 4223.335938
	Iteration 23Q: 3 clusters Score -546419.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -546435.937500 Penalty: 4223.335938
	Iteration 24Q: 3 clusters Score -546435.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -546445.312500 Penalty: 4223.335938
	Iteration 25Q: 3 clusters Score -546445.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -546450.562500 Penalty: 4223.335938
	Iteration 26Q: 3 clusters Score -546450.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -546453.250000 Penalty: 4223.335938
	Iteration 27Q: 3 clusters Score -546453.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -546455.750000 Penalty: 4223.335938
	Iteration 28Q: 3 clusters Score -546455.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -546456.250000 Penalty: 4223.335938
	Iteration 29Q: 3 clusters Score -546456.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -546456.812500 Penalty: 4223.335938
	Iteration 30Q: 3 clusters Score -546456.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -546458.437500 Penalty: 4223.335938
	Iteration 31Q: 3 clusters Score -546458.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -546461.375000 Penalty: 4223.335938
	Iteration 32Q: 3 clusters Score -546461.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -546467.937500 Penalty: 4223.335938
	Iteration 33Q: 3 clusters Score -546467.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -546474.062500 Penalty: 4223.335938
	Iteration 34Q: 3 clusters Score -546474.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -546478.750000 Penalty: 4223.335938
	Iteration 35Q: 3 clusters Score -546478.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -546478.875000 Penalty: 4223.335938
	Iteration 36Q: 3 clusters Score -546478.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -546480.062500 Penalty: 4223.335938
	Iteration 37Q: 3 clusters Score -546480.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -546480.062500 Penalty: 4223.335938
	Iteration 38F: 3 clusters Score -546480.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -186173.250000 Penalty: 1942.732788
	Iteration 0F: 2 clusters Score -186173.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -183244.890625 Penalty: 3885.465576
	Iteration 0F: 3 clusters Score -183244.9 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -183949.281250 Penalty: 3885.465576
	Iteration 1F: 3 clusters Score -183949.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -184180.453125 Penalty: 3885.465576
	Iteration 2F: 3 clusters Score -184180.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -184344.953125 Penalty: 3885.465576
	Iteration 3F: 3 clusters Score -184345 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -184463.515625 Penalty: 3885.465576
	Iteration 4Q: 3 clusters Score -184463.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -184545.484375 Penalty: 3885.465576
	Iteration 5Q: 3 clusters Score -184545.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -184608.328125 Penalty: 3885.465576
	Iteration 6Q: 3 clusters Score -184608.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -184652.734375 Penalty: 3885.465576
	Iteration 7Q: 3 clusters Score -184652.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -184682.140625 Penalty: 3885.465576
	Iteration 8Q: 3 clusters Score -184682.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -184712.140625 Penalty: 3885.465576
	Iteration 9Q: 3 clusters Score -184712.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -184736.812500 Penalty: 3885.465576
	Iteration 10Q: 3 clusters Score -184736.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -184758.625000 Penalty: 3885.465576
	Iteration 11Q: 3 clusters Score -184758.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -184781.437500 Penalty: 3885.465576
	Iteration 12Q: 3 clusters Score -184781.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -184811.125000 Penalty: 3885.465576
	Iteration 13Q: 3 clusters Score -184811.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -184842.281250 Penalty: 3885.465576
	Iteration 14Q: 3 clusters Score -184842.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -184865.921875 Penalty: 3885.465576
	Iteration 15Q: 3 clusters Score -184865.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -184888.734375 Penalty: 3885.465576
	Iteration 16Q: 3 clusters Score -184888.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -184906.250000 Penalty: 3885.465576
	Iteration 17Q: 3 clusters Score -184906.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -184918.640625 Penalty: 3885.465576
	Iteration 18Q: 3 clusters Score -184918.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -184924.562500 Penalty: 3885.465576
	Iteration 19Q: 3 clusters Score -184924.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -184930.421875 Penalty: 3885.465576
	Iteration 20F: 3 clusters Score -184930.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -184935.484375 Penalty: 3885.465576
	Iteration 21Q: 3 clusters Score -184935.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -184943.265625 Penalty: 3885.465576
	Iteration 22Q: 3 clusters Score -184943.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -184949.515625 Penalty: 3885.465576
	Iteration 23Q: 3 clusters Score -184949.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -184953.265625 Penalty: 3885.465576
	Iteration 24Q: 3 clusters Score -184953.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -184956.187500 Penalty: 3885.465576
	Iteration 25Q: 3 clusters Score -184956.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -184959.250000 Penalty: 3885.465576
	Iteration 26Q: 3 clusters Score -184959.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -184963.265625 Penalty: 3885.465576
	Iteration 27Q: 3 clusters Score -184963.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -184966.515625 Penalty: 3885.465576
	Iteration 28Q: 3 clusters Score -184966.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -184968.453125 Penalty: 3885.465576
	Iteration 29Q: 3 clusters Score -184968.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -184972.031250 Penalty: 3885.465576
	Iteration 30Q: 3 clusters Score -184972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -184973.015625 Penalty: 3885.465576
	Iteration 31Q: 3 clusters Score -184973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -184976.421875 Penalty: 3885.465576
	Iteration 32Q: 3 clusters Score -184976.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -184977.375000 Penalty: 3885.465576
	Iteration 33Q: 3 clusters Score -184977.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -184978.796875 Penalty: 3885.465576
	Iteration 34Q: 3 clusters Score -184978.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -184979.187500 Penalty: 3885.465576
	Iteration 35Q: 3 clusters Score -184979.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -184979.484375 Penalty: 3885.465576
	Iteration 36Q: 3 clusters Score -184979.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -184979.484375 Penalty: 3885.465576
	Iteration 37F: 3 clusters Score -184979.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -22268.267578 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -22268.27 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 143 members 
Entering Unmasked Estep 
Score: -21053.511719 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -21053.51 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21161.281250 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -21161.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21180.804688 Penalty: 2856.415283
	Iteration 2Q: 3 clusters Score -21180.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21191.525391 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -21191.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21194.792969 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -21194.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21198.193359 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -21198.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21198.193359 Penalty: 2856.415283
	Iteration 6F: 3 clusters Score -21198.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Entering Unmasked Estep 
Score: -3194476.250000 Penalty: 2549.687744
	Iteration 0F: 2 clusters Score -3194476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -3174595.000000 Penalty: 5099.375488
	Iteration 0F: 3 clusters Score -3174595 nChanged 13075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -3181807.750000 Penalty: 5099.375488
	Iteration 1F: 3 clusters Score -3181808 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -3182672.250000 Penalty: 5099.375488
	Iteration 2F: 3 clusters Score -3182672 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -3183730.750000 Penalty: 5099.375488
	Iteration 3F: 3 clusters Score -3183731 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -3184876.500000 Penalty: 5099.375488
	Iteration 4F: 3 clusters Score -3184876 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -3186007.000000 Penalty: 5099.375488
	Iteration 5F: 3 clusters Score -3186007 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -3186942.000000 Penalty: 5099.375488
	Iteration 6F: 3 clusters Score -3186942 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -3187646.250000 Penalty: 5099.375488
	Iteration 7Q: 3 clusters Score -3187646 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -3188308.500000 Penalty: 5099.375488
	Iteration 8Q: 3 clusters Score -3188308 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -3188924.750000 Penalty: 5099.375488
	Iteration 9Q: 3 clusters Score -3188925 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -3189538.500000 Penalty: 5099.375488
	Iteration 10Q: 3 clusters Score -3189538 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -3190092.500000 Penalty: 5099.375488
	Iteration 11Q: 3 clusters Score -3190092 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -3190538.000000 Penalty: 5099.375488
	Iteration 12Q: 3 clusters Score -3190538 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -3190846.500000 Penalty: 5099.375488
	Iteration 13Q: 3 clusters Score -3190846 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -3191026.000000 Penalty: 5099.375488
	Iteration 14Q: 3 clusters Score -3191026 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -3191170.250000 Penalty: 5099.375488
	Iteration 15Q: 3 clusters Score -3191170 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -3191287.750000 Penalty: 5099.375488
	Iteration 16Q: 3 clusters Score -3191288 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -3191363.750000 Penalty: 5099.375488
	Iteration 17Q: 3 clusters Score -3191364 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -3191441.500000 Penalty: 5099.375488
	Iteration 18Q: 3 clusters Score -3191442 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -3191489.250000 Penalty: 5099.375488
	Iteration 19Q: 3 clusters Score -3191489 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -3191533.500000 Penalty: 5099.375488
	Iteration 20F: 3 clusters Score -3191534 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -3191577.500000 Penalty: 5099.375488
	Iteration 21Q: 3 clusters Score -3191578 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -3191610.000000 Penalty: 5099.375488
	Iteration 22Q: 3 clusters Score -3191610 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -3191623.750000 Penalty: 5099.375488
	Iteration 23Q: 3 clusters Score -3191624 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -3191652.500000 Penalty: 5099.375488
	Iteration 24Q: 3 clusters Score -3191652 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -3191670.250000 Penalty: 5099.375488
	Iteration 25Q: 3 clusters Score -3191670 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -3191668.000000 Penalty: 5099.375488
	Iteration 26Q: 3 clusters Score -3191668 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -3191683.000000 Penalty: 5099.375488
	Iteration 27Q: 3 clusters Score -3191683 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -3191692.000000 Penalty: 5099.375488
	Iteration 28Q: 3 clusters Score -3191692 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -3191698.750000 Penalty: 5099.375488
	Iteration 29Q: 3 clusters Score -3191699 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -3191710.500000 Penalty: 5099.375488
	Iteration 30Q: 3 clusters Score -3191710 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -3191721.750000 Penalty: 5099.375488
	Iteration 31Q: 3 clusters Score -3191722 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -3191723.750000 Penalty: 5099.375488
	Iteration 32Q: 3 clusters Score -3191724 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -3191736.000000 Penalty: 5099.375488
	Iteration 33Q: 3 clusters Score -3191736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -3191745.750000 Penalty: 5099.375488
	Iteration 34Q: 3 clusters Score -3191746 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -3191742.750000 Penalty: 5099.375488
	Iteration 35Q: 3 clusters Score -3191743 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -3191746.500000 Penalty: 5099.375488
	Iteration 36Q: 3 clusters Score -3191746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -3191752.250000 Penalty: 5099.375488
	Iteration 37Q: 3 clusters Score -3191752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -3191754.250000 Penalty: 5099.375488
	Iteration 38Q: 3 clusters Score -3191754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -3191751.750000 Penalty: 5099.375488
	Iteration 39Q: 3 clusters Score -3191752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -3191753.000000 Penalty: 5099.375488
	Iteration 40F: 3 clusters Score -3191753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -3191755.750000 Penalty: 5099.375488
	Iteration 41Q: 3 clusters Score -3191756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -3191757.000000 Penalty: 5099.375488
	Iteration 42Q: 3 clusters Score -3191757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -3191756.750000 Penalty: 5099.375488
	Iteration 43Q: 3 clusters Score -3191757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -3191759.250000 Penalty: 5099.375488
	Iteration 44Q: 3 clusters Score -3191759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -3191762.500000 Penalty: 5099.375488
	Iteration 45Q: 3 clusters Score -3191762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -3191765.250000 Penalty: 5099.375488
	Iteration 46Q: 3 clusters Score -3191765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -3191763.250000 Penalty: 5099.375488
	Iteration 47Q: 3 clusters Score -3191763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -3191762.000000 Penalty: 5099.375488
	Iteration 48Q: 3 clusters Score -3191762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -3191767.250000 Penalty: 5099.375488
	Iteration 49Q: 3 clusters Score -3191767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -3191762.500000 Penalty: 5099.375488
	Iteration 50Q: 3 clusters Score -3191762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -3191767.000000 Penalty: 5099.375488
	Iteration 51Q: 3 clusters Score -3191767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -3191763.000000 Penalty: 5099.375488
	Iteration 52Q: 3 clusters Score -3191763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -3191764.750000 Penalty: 5099.375488
	Iteration 53Q: 3 clusters Score -3191765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -3191760.000000 Penalty: 5099.375488
	Iteration 54Q: 3 clusters Score -3191760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -3191766.250000 Penalty: 5099.375488
	Iteration 55Q: 3 clusters Score -3191766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -3191766.000000 Penalty: 5099.375488
	Iteration 56Q: 3 clusters Score -3191766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -3191767.250000 Penalty: 5099.375488
	Iteration 57Q: 3 clusters Score -3191767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -3191765.000000 Penalty: 5099.375488
	Iteration 58Q: 3 clusters Score -3191765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -3191759.750000 Penalty: 5099.375488
	Iteration 59Q: 3 clusters Score -3191760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -3191764.000000 Penalty: 5099.375488
	Iteration 60F: 3 clusters Score -3191764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -3191761.750000 Penalty: 5099.375488
	Iteration 61Q: 3 clusters Score -3191762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -3191767.000000 Penalty: 5099.375488
	Iteration 62Q: 3 clusters Score -3191767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -3191764.500000 Penalty: 5099.375488
	Iteration 63Q: 3 clusters Score -3191764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -3191761.250000 Penalty: 5099.375488
	Iteration 64Q: 3 clusters Score -3191761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -3191766.750000 Penalty: 5099.375488
	Iteration 65Q: 3 clusters Score -3191767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -3191769.000000 Penalty: 5099.375488
	Iteration 66Q: 3 clusters Score -3191769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -3191769.500000 Penalty: 5099.375488
	Iteration 67Q: 3 clusters Score -3191770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -3191770.750000 Penalty: 5099.375488
	Iteration 68Q: 3 clusters Score -3191771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -3191770.500000 Penalty: 5099.375488
	Iteration 69Q: 3 clusters Score -3191770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -3191773.250000 Penalty: 5099.375488
	Iteration 70Q: 3 clusters Score -3191773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -3191770.250000 Penalty: 5099.375488
	Iteration 71Q: 3 clusters Score -3191770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -3191774.500000 Penalty: 5099.375488
	Iteration 72Q: 3 clusters Score -3191774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -3191782.000000 Penalty: 5099.375488
	Iteration 73Q: 3 clusters Score -3191782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -3191780.750000 Penalty: 5099.375488
	Iteration 74Q: 3 clusters Score -3191781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -3191778.250000 Penalty: 5099.375488
	Iteration 75Q: 3 clusters Score -3191778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -3191780.750000 Penalty: 5099.375488
	Iteration 76Q: 3 clusters Score -3191781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -3191778.500000 Penalty: 5099.375488
	Iteration 77Q: 3 clusters Score -3191778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -3191775.750000 Penalty: 5099.375488
	Iteration 78Q: 3 clusters Score -3191776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -3191776.250000 Penalty: 5099.375488
	Iteration 79Q: 3 clusters Score -3191776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -3191775.500000 Penalty: 5099.375488
	Iteration 80F: 3 clusters Score -3191776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -3191774.250000 Penalty: 5099.375488
	Iteration 81Q: 3 clusters Score -3191774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -3191772.750000 Penalty: 5099.375488
	Iteration 82Q: 3 clusters Score -3191773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -3191773.500000 Penalty: 5099.375488
	Iteration 83Q: 3 clusters Score -3191774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -3191775.000000 Penalty: 5099.375488
	Iteration 84Q: 3 clusters Score -3191775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -3191775.000000 Penalty: 5099.375488
	Iteration 85F: 3 clusters Score -3191775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Entering Unmasked Estep 
Score: -1284892.500000 Penalty: 2395.651855
	Iteration 0F: 2 clusters Score -1284892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1273650.000000 Penalty: 4791.303711
	Iteration 0F: 3 clusters Score -1273650 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1277614.625000 Penalty: 4791.303711
	Iteration 1F: 3 clusters Score -1277615 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1278229.625000 Penalty: 4791.303711
	Iteration 2F: 3 clusters Score -1278230 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1278752.750000 Penalty: 4791.303711
	Iteration 3F: 3 clusters Score -1278753 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1279206.250000 Penalty: 4791.303711
	Iteration 4F: 3 clusters Score -1279206 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1279588.250000 Penalty: 4791.303711
	Iteration 5Q: 3 clusters Score -1279588 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1279897.750000 Penalty: 4791.303711
	Iteration 6Q: 3 clusters Score -1279898 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1280196.375000 Penalty: 4791.303711
	Iteration 7Q: 3 clusters Score -1280196 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1280461.125000 Penalty: 4791.303711
	Iteration 8Q: 3 clusters Score -1280461 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1280685.875000 Penalty: 4791.303711
	Iteration 9Q: 3 clusters Score -1280686 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1280874.125000 Penalty: 4791.303711
	Iteration 10Q: 3 clusters Score -1280874 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1281040.625000 Penalty: 4791.303711
	Iteration 11Q: 3 clusters Score -1281041 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1281193.750000 Penalty: 4791.303711
	Iteration 12Q: 3 clusters Score -1281194 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1281323.625000 Penalty: 4791.303711
	Iteration 13Q: 3 clusters Score -1281324 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1281433.375000 Penalty: 4791.303711
	Iteration 14Q: 3 clusters Score -1281433 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1281521.500000 Penalty: 4791.303711
	Iteration 15Q: 3 clusters Score -1281522 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1281606.375000 Penalty: 4791.303711
	Iteration 16Q: 3 clusters Score -1281606 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1281682.250000 Penalty: 4791.303711
	Iteration 17Q: 3 clusters Score -1281682 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1281743.625000 Penalty: 4791.303711
	Iteration 18Q: 3 clusters Score -1281744 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1281786.125000 Penalty: 4791.303711
	Iteration 19Q: 3 clusters Score -1281786 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1281819.625000 Penalty: 4791.303711
	Iteration 20F: 3 clusters Score -1281820 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1281852.375000 Penalty: 4791.303711
	Iteration 21Q: 3 clusters Score -1281852 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1281890.125000 Penalty: 4791.303711
	Iteration 22Q: 3 clusters Score -1281890 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1281927.625000 Penalty: 4791.303711
	Iteration 23Q: 3 clusters Score -1281928 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1281964.125000 Penalty: 4791.303711
	Iteration 24Q: 3 clusters Score -1281964 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1281993.125000 Penalty: 4791.303711
	Iteration 25Q: 3 clusters Score -1281993 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1282017.750000 Penalty: 4791.303711
	Iteration 26Q: 3 clusters Score -1282018 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1282046.125000 Penalty: 4791.303711
	Iteration 27Q: 3 clusters Score -1282046 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1282080.500000 Penalty: 4791.303711
	Iteration 28Q: 3 clusters Score -1282080 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1282112.750000 Penalty: 4791.303711
	Iteration 29Q: 3 clusters Score -1282113 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1282153.500000 Penalty: 4791.303711
	Iteration 30Q: 3 clusters Score -1282154 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1282199.375000 Penalty: 4791.303711
	Iteration 31Q: 3 clusters Score -1282199 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1282239.750000 Penalty: 4791.303711
	Iteration 32Q: 3 clusters Score -1282240 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1282277.750000 Penalty: 4791.303711
	Iteration 33Q: 3 clusters Score -1282278 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1282312.750000 Penalty: 4791.303711
	Iteration 34Q: 3 clusters Score -1282313 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1282344.250000 Penalty: 4791.303711
	Iteration 35Q: 3 clusters Score -1282344 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1282383.000000 Penalty: 4791.303711
	Iteration 36Q: 3 clusters Score -1282383 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1282418.250000 Penalty: 4791.303711
	Iteration 37Q: 3 clusters Score -1282418 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1282464.500000 Penalty: 4791.303711
	Iteration 38Q: 3 clusters Score -1282464 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1282509.125000 Penalty: 4791.303711
	Iteration 39Q: 3 clusters Score -1282509 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1282543.875000 Penalty: 4791.303711
	Iteration 40F: 3 clusters Score -1282544 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1282587.000000 Penalty: 4791.303711
	Iteration 41Q: 3 clusters Score -1282587 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1282637.000000 Penalty: 4791.303711
	Iteration 42Q: 3 clusters Score -1282637 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1282683.875000 Penalty: 4791.303711
	Iteration 43Q: 3 clusters Score -1282684 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1282719.375000 Penalty: 4791.303711
	Iteration 44Q: 3 clusters Score -1282719 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1282745.625000 Penalty: 4791.303711
	Iteration 45Q: 3 clusters Score -1282746 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1282768.250000 Penalty: 4791.303711
	Iteration 46Q: 3 clusters Score -1282768 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1282794.750000 Penalty: 4791.303711
	Iteration 47Q: 3 clusters Score -1282795 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1282828.500000 Penalty: 4791.303711
	Iteration 48Q: 3 clusters Score -1282828 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1282853.750000 Penalty: 4791.303711
	Iteration 49Q: 3 clusters Score -1282854 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1282873.000000 Penalty: 4791.303711
	Iteration 50Q: 3 clusters Score -1282873 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1282906.625000 Penalty: 4791.303711
	Iteration 51Q: 3 clusters Score -1282907 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1282934.125000 Penalty: 4791.303711
	Iteration 52Q: 3 clusters Score -1282934 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1282966.500000 Penalty: 4791.303711
	Iteration 53Q: 3 clusters Score -1282966 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1282987.375000 Penalty: 4791.303711
	Iteration 54Q: 3 clusters Score -1282987 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1283003.375000 Penalty: 4791.303711
	Iteration 55Q: 3 clusters Score -1283003 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1283022.250000 Penalty: 4791.303711
	Iteration 56Q: 3 clusters Score -1283022 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1283039.750000 Penalty: 4791.303711
	Iteration 57Q: 3 clusters Score -1283040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1283049.500000 Penalty: 4791.303711
	Iteration 58Q: 3 clusters Score -1283050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1283060.000000 Penalty: 4791.303711
	Iteration 59Q: 3 clusters Score -1283060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1283069.250000 Penalty: 4791.303711
	Iteration 60F: 3 clusters Score -1283069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1283082.250000 Penalty: 4791.303711
	Iteration 61Q: 3 clusters Score -1283082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1283087.625000 Penalty: 4791.303711
	Iteration 62Q: 3 clusters Score -1283088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1283091.750000 Penalty: 4791.303711
	Iteration 63Q: 3 clusters Score -1283092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1283100.875000 Penalty: 4791.303711
	Iteration 64Q: 3 clusters Score -1283101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1283108.500000 Penalty: 4791.303711
	Iteration 65Q: 3 clusters Score -1283108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1283117.625000 Penalty: 4791.303711
	Iteration 66Q: 3 clusters Score -1283118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1283125.500000 Penalty: 4791.303711
	Iteration 67Q: 3 clusters Score -1283126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1283131.750000 Penalty: 4791.303711
	Iteration 68Q: 3 clusters Score -1283132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1283135.375000 Penalty: 4791.303711
	Iteration 69Q: 3 clusters Score -1283135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1283142.375000 Penalty: 4791.303711
	Iteration 70Q: 3 clusters Score -1283142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1283146.625000 Penalty: 4791.303711
	Iteration 71Q: 3 clusters Score -1283147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1283149.625000 Penalty: 4791.303711
	Iteration 72Q: 3 clusters Score -1283150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1283155.000000 Penalty: 4791.303711
	Iteration 73Q: 3 clusters Score -1283155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1283154.875000 Penalty: 4791.303711
	Iteration 74Q: 3 clusters Score -1283155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1283155.375000 Penalty: 4791.303711
	Iteration 75Q: 3 clusters Score -1283155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1283159.500000 Penalty: 4791.303711
	Iteration 76Q: 3 clusters Score -1283160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1283163.500000 Penalty: 4791.303711
	Iteration 77Q: 3 clusters Score -1283164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1283165.500000 Penalty: 4791.303711
	Iteration 78Q: 3 clusters Score -1283166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1283163.875000 Penalty: 4791.303711
	Iteration 79Q: 3 clusters Score -1283164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1283163.875000 Penalty: 4791.303711
	Iteration 80F: 3 clusters Score -1283164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -247802.937500 Penalty: 1911.908447
	Iteration 0F: 2 clusters Score -247802.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -245013.390625 Penalty: 3823.816895
	Iteration 0F: 3 clusters Score -245013.4 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -245510.515625 Penalty: 3823.816895
	Iteration 1F: 3 clusters Score -245510.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -245648.906250 Penalty: 3823.816895
	Iteration 2F: 3 clusters Score -245648.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -245721.203125 Penalty: 3823.816895
	Iteration 3Q: 3 clusters Score -245721.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -245762.390625 Penalty: 3823.816895
	Iteration 4Q: 3 clusters Score -245762.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -245781.640625 Penalty: 3823.816895
	Iteration 5Q: 3 clusters Score -245781.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -245801.031250 Penalty: 3823.816895
	Iteration 6Q: 3 clusters Score -245801 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -245813.062500 Penalty: 3823.816895
	Iteration 7Q: 3 clusters Score -245813.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -245825.140625 Penalty: 3823.816895
	Iteration 8Q: 3 clusters Score -245825.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -245835.500000 Penalty: 3823.816895
	Iteration 9Q: 3 clusters Score -245835.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -245843.796875 Penalty: 3823.816895
	Iteration 10Q: 3 clusters Score -245843.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -245851.109375 Penalty: 3823.816895
	Iteration 11Q: 3 clusters Score -245851.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -245857.000000 Penalty: 3823.816895
	Iteration 12Q: 3 clusters Score -245857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -245859.234375 Penalty: 3823.816895
	Iteration 13Q: 3 clusters Score -245859.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -245861.093750 Penalty: 3823.816895
	Iteration 14Q: 3 clusters Score -245861.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -245864.250000 Penalty: 3823.816895
	Iteration 15Q: 3 clusters Score -245864.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -245867.828125 Penalty: 3823.816895
	Iteration 16Q: 3 clusters Score -245867.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -245868.593750 Penalty: 3823.816895
	Iteration 17Q: 3 clusters Score -245868.6 nChanged 2
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: -245870.156250 Penalty: 3823.816895
	Iteration 18Q: 3 clusters Score -245870.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -245872.125000 Penalty: 3823.816895
	Iteration 19Q: 3 clusters Score -245872.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -245874.843750 Penalty: 3823.816895
	Iteration 20F: 3 clusters Score -245874.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -245877.109375 Penalty: 3823.816895
	Iteration 21Q: 3 clusters Score -245877.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -245878.484375 Penalty: 3823.816895
	Iteration 22Q: 3 clusters Score -245878.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -245878.437500 Penalty: 3823.816895
	Iteration 23Q: 3 clusters Score -245878.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -245878.437500 Penalty: 3823.816895
	Iteration 24F: 3 clusters Score -245878.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Entering Unmasked Estep 
Score: -3177277.250000 Penalty: 2550.154785
	Iteration 0F: 2 clusters Score -3177277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -3157292.500000 Penalty: 5100.309570
	Iteration 0F: 3 clusters Score -3157292 nChanged 13107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -3164462.500000 Penalty: 5100.309570
	Iteration 1F: 3 clusters Score -3164462 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -3165030.500000 Penalty: 5100.309570
	Iteration 2Q: 3 clusters Score -3165030 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -3165808.750000 Penalty: 5100.309570
	Iteration 3F: 3 clusters Score -3165809 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -3166847.250000 Penalty: 5100.309570
	Iteration 4F: 3 clusters Score -3166847 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -3167940.250000 Penalty: 5100.309570
	Iteration 5F: 3 clusters Score -3167940 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -3169130.000000 Penalty: 5100.309570
	Iteration 6F: 3 clusters Score -3169130 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -3170311.750000 Penalty: 5100.309570
	Iteration 7F: 3 clusters Score -3170312 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -3171508.500000 Penalty: 5100.309570
	Iteration 8F: 3 clusters Score -3171508 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -3172536.750000 Penalty: 5100.309570
	Iteration 9Q: 3 clusters Score -3172537 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -3173472.000000 Penalty: 5100.309570
	Iteration 10Q: 3 clusters Score -3173472 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -3174241.750000 Penalty: 5100.309570
	Iteration 11Q: 3 clusters Score -3174242 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -3174800.250000 Penalty: 5100.309570
	Iteration 12Q: 3 clusters Score -3174800 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -3175230.500000 Penalty: 5100.309570
	Iteration 13Q: 3 clusters Score -3175230 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -3175479.250000 Penalty: 5100.309570
	Iteration 14Q: 3 clusters Score -3175479 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -3175640.250000 Penalty: 5100.309570
	Iteration 15Q: 3 clusters Score -3175640 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -3175785.000000 Penalty: 5100.309570
	Iteration 16Q: 3 clusters Score -3175785 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -3175886.250000 Penalty: 5100.309570
	Iteration 17Q: 3 clusters Score -3175886 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -3175988.750000 Penalty: 5100.309570
	Iteration 18Q: 3 clusters Score -3175989 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -3176070.000000 Penalty: 5100.309570
	Iteration 19Q: 3 clusters Score -3176070 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -3176120.500000 Penalty: 5100.309570
	Iteration 20F: 3 clusters Score -3176120 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3176141.750000 Penalty: 5100.309570
	Iteration 21Q: 3 clusters Score -3176142 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3176164.000000 Penalty: 5100.309570
	Iteration 22Q: 3 clusters Score -3176164 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -3176188.750000 Penalty: 5100.309570
	Iteration 23Q: 3 clusters Score -3176189 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -3176203.000000 Penalty: 5100.309570
	Iteration 24Q: 3 clusters Score -3176203 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -3176219.000000 Penalty: 5100.309570
	Iteration 25Q: 3 clusters Score -3176219 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3176237.000000 Penalty: 5100.309570
	Iteration 26Q: 3 clusters Score -3176237 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -3176248.000000 Penalty: 5100.309570
	Iteration 27Q: 3 clusters Score -3176248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -3176260.500000 Penalty: 5100.309570
	Iteration 28Q: 3 clusters Score -3176260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3176264.250000 Penalty: 5100.309570
	Iteration 29Q: 3 clusters Score -3176264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3176262.250000 Penalty: 5100.309570
	Iteration 30Q: 3 clusters Score -3176262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -3176273.500000 Penalty: 5100.309570
	Iteration 31Q: 3 clusters Score -3176274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3176283.250000 Penalty: 5100.309570
	Iteration 32Q: 3 clusters Score -3176283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3176286.500000 Penalty: 5100.309570
	Iteration 33Q: 3 clusters Score -3176286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -3176285.750000 Penalty: 5100.309570
	Iteration 34Q: 3 clusters Score -3176286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3176283.000000 Penalty: 5100.309570
	Iteration 35Q: 3 clusters Score -3176283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3176288.750000 Penalty: 5100.309570
	Iteration 36Q: 3 clusters Score -3176289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3176294.750000 Penalty: 5100.309570
	Iteration 37Q: 3 clusters Score -3176295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3176293.250000 Penalty: 5100.309570
	Iteration 38Q: 3 clusters Score -3176293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3176292.250000 Penalty: 5100.309570
	Iteration 39Q: 3 clusters Score -3176292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3176299.000000 Penalty: 5100.309570
	Iteration 40F: 3 clusters Score -3176299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3176298.500000 Penalty: 5100.309570
	Iteration 41Q: 3 clusters Score -3176298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3176298.000000 Penalty: 5100.309570
	Iteration 42Q: 3 clusters Score -3176298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3176298.500000 Penalty: 5100.309570
	Iteration 43Q: 3 clusters Score -3176298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3176297.500000 Penalty: 5100.309570
	Iteration 44Q: 3 clusters Score -3176298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3176297.500000 Penalty: 5100.309570
	Iteration 45F: 3 clusters Score -3176298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (38213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Entering Unmasked Estep 
Score: -4140432.500000 Penalty: 2616.630859
	Iteration 0F: 2 clusters Score -4140432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -4114559.500000 Penalty: 5233.261719
	Iteration 0F: 3 clusters Score -4114560 nChanged 17417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -4124115.250000 Penalty: 5233.261719
	Iteration 1F: 3 clusters Score -4124115 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -4125044.000000 Penalty: 5233.261719
	Iteration 2F: 3 clusters Score -4125044 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -4126448.250000 Penalty: 5233.261719
	Iteration 3F: 3 clusters Score -4126448 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -4128382.500000 Penalty: 5233.261719
	Iteration 4F: 3 clusters Score -4128382 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -4130827.250000 Penalty: 5233.261719
	Iteration 5F: 3 clusters Score -4130827 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -4133488.250000 Penalty: 5233.261719
	Iteration 6F: 3 clusters Score -4133488 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -4135964.250000 Penalty: 5233.261719
	Iteration 7F: 3 clusters Score -4135964 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -4137720.250000 Penalty: 5233.261719
	Iteration 8Q: 3 clusters Score -4137720 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -4138718.750000 Penalty: 5233.261719
	Iteration 9Q: 3 clusters Score -4138719 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -4139132.000000 Penalty: 5233.261719
	Iteration 10Q: 3 clusters Score -4139132 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -4139303.000000 Penalty: 5233.261719
	Iteration 11Q: 3 clusters Score -4139303 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -4139398.750000 Penalty: 5233.261719
	Iteration 12Q: 3 clusters Score -4139399 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -4139424.500000 Penalty: 5233.261719
	Iteration 13Q: 3 clusters Score -4139424 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -4139452.500000 Penalty: 5233.261719
	Iteration 14Q: 3 clusters Score -4139452 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -4139487.250000 Penalty: 5233.261719
	Iteration 15Q: 3 clusters Score -4139487 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -4139521.250000 Penalty: 5233.261719
	Iteration 16Q: 3 clusters Score -4139521 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -4139539.500000 Penalty: 5233.261719
	Iteration 17Q: 3 clusters Score -4139540 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -4139557.000000 Penalty: 5233.261719
	Iteration 18Q: 3 clusters Score -4139557 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -4139573.750000 Penalty: 5233.261719
	Iteration 19Q: 3 clusters Score -4139574 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -4139571.750000 Penalty: 5233.261719
	Iteration 20F: 3 clusters Score -4139572 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -4139591.250000 Penalty: 5233.261719
	Iteration 21Q: 3 clusters Score -4139591 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -4139598.500000 Penalty: 5233.261719
	Iteration 22Q: 3 clusters Score -4139598 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -4139602.750000 Penalty: 5233.261719
	Iteration 23Q: 3 clusters Score -4139603 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -4139615.500000 Penalty: 5233.261719
	Iteration 24Q: 3 clusters Score -4139616 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -4139614.000000 Penalty: 5233.261719
	Iteration 25Q: 3 clusters Score -4139614 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -4139613.250000 Penalty: 5233.261719
	Iteration 26Q: 3 clusters Score -4139613 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -4139619.500000 Penalty: 5233.261719
	Iteration 27Q: 3 clusters Score -4139620 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -4139624.750000 Penalty: 5233.261719
	Iteration 28Q: 3 clusters Score -4139625 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -4139634.000000 Penalty: 5233.261719
	Iteration 29Q: 3 clusters Score -4139634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -4139633.750000 Penalty: 5233.261719
	Iteration 30Q: 3 clusters Score -4139634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -4139642.750000 Penalty: 5233.261719
	Iteration 31Q: 3 clusters Score -4139643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -4139648.000000 Penalty: 5233.261719
	Iteration 32Q: 3 clusters Score -4139648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -4139647.250000 Penalty: 5233.261719
	Iteration 33Q: 3 clusters Score -4139647 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -4139658.750000 Penalty: 5233.261719
	Iteration 34Q: 3 clusters Score -4139659 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -4139664.250000 Penalty: 5233.261719
	Iteration 35Q: 3 clusters Score -4139664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -4139655.500000 Penalty: 5233.261719
	Iteration 36Q: 3 clusters Score -4139656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -4139654.000000 Penalty: 5233.261719
	Iteration 37Q: 3 clusters Score -4139654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -4139658.000000 Penalty: 5233.261719
	Iteration 38Q: 3 clusters Score -4139658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -4139652.250000 Penalty: 5233.261719
	Iteration 39Q: 3 clusters Score -4139652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -4139653.250000 Penalty: 5233.261719
	Iteration 40F: 3 clusters Score -4139653 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -4139650.500000 Penalty: 5233.261719
	Iteration 41Q: 3 clusters Score -4139650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -4139650.250000 Penalty: 5233.261719
	Iteration 42Q: 3 clusters Score -4139650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -4139651.250000 Penalty: 5233.261719
	Iteration 43Q: 3 clusters Score -4139651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -4139657.000000 Penalty: 5233.261719
	Iteration 44Q: 3 clusters Score -4139657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -4139658.750000 Penalty: 5233.261719
	Iteration 45Q: 3 clusters Score -4139659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -4139659.250000 Penalty: 5233.261719
	Iteration 46Q: 3 clusters Score -4139659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -4139659.000000 Penalty: 5233.261719
	Iteration 47Q: 3 clusters Score -4139659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -4139659.500000 Penalty: 5233.261719
	Iteration 48Q: 3 clusters Score -4139660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -4139663.750000 Penalty: 5233.261719
	Iteration 49Q: 3 clusters Score -4139664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -4139664.750000 Penalty: 5233.261719
	Iteration 50Q: 3 clusters Score -4139665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -4139666.750000 Penalty: 5233.261719
	Iteration 51Q: 3 clusters Score -4139667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -4139666.000000 Penalty: 5233.261719
	Iteration 52Q: 3 clusters Score -4139666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -4139662.750000 Penalty: 5233.261719
	Iteration 53Q: 3 clusters Score -4139663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -4139660.750000 Penalty: 5233.261719
	Iteration 54Q: 3 clusters Score -4139661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -4139666.750000 Penalty: 5233.261719
	Iteration 55Q: 3 clusters Score -4139667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -4139666.250000 Penalty: 5233.261719
	Iteration 56Q: 3 clusters Score -4139666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -4139672.000000 Penalty: 5233.261719
	Iteration 57Q: 3 clusters Score -4139672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -4139670.250000 Penalty: 5233.261719
	Iteration 58Q: 3 clusters Score -4139670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -4139669.250000 Penalty: 5233.261719
	Iteration 59Q: 3 clusters Score -4139669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -4139670.250000 Penalty: 5233.261719
	Iteration 60F: 3 clusters Score -4139670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Entering Unmasked Estep 
Score: -342239.562500 Penalty: 2034.351562
	Iteration 0F: 2 clusters Score -342239.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -338587.062500 Penalty: 4068.703125
	Iteration 0F: 3 clusters Score -338587.1 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -339430.062500 Penalty: 4068.703125
	Iteration 1F: 3 clusters Score -339430.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -339668.000000 Penalty: 4068.703125
	Iteration 2F: 3 clusters Score -339668 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -339841.281250 Penalty: 4068.703125
	Iteration 3F: 3 clusters Score -339841.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -339968.375000 Penalty: 4068.703125
	Iteration 4Q: 3 clusters Score -339968.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -340064.531250 Penalty: 4068.703125
	Iteration 5Q: 3 clusters Score -340064.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -340137.500000 Penalty: 4068.703125
	Iteration 6Q: 3 clusters Score -340137.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -340184.375000 Penalty: 4068.703125
	Iteration 7Q: 3 clusters Score -340184.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -340223.656250 Penalty: 4068.703125
	Iteration 8Q: 3 clusters Score -340223.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -340268.687500 Penalty: 4068.703125
	Iteration 9Q: 3 clusters Score -340268.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -340317.781250 Penalty: 4068.703125
	Iteration 10Q: 3 clusters Score -340317.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -340348.000000 Penalty: 4068.703125
	Iteration 11Q: 3 clusters Score -340348 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -340377.906250 Penalty: 4068.703125
	Iteration 12Q: 3 clusters Score -340377.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -340402.125000 Penalty: 4068.703125
	Iteration 13Q: 3 clusters Score -340402.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -340422.500000 Penalty: 4068.703125
	Iteration 14Q: 3 clusters Score -340422.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -340449.843750 Penalty: 4068.703125
	Iteration 15Q: 3 clusters Score -340449.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -340473.218750 Penalty: 4068.703125
	Iteration 16Q: 3 clusters Score -340473.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -340487.843750 Penalty: 4068.703125
	Iteration 17Q: 3 clusters Score -340487.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -340499.000000 Penalty: 4068.703125
	Iteration 18Q: 3 clusters Score -340499 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -340512.312500 Penalty: 4068.703125
	Iteration 19Q: 3 clusters Score -340512.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -340520.656250 Penalty: 4068.703125
	Iteration 20F: 3 clusters Score -340520.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -340530.468750 Penalty: 4068.703125
	Iteration 21Q: 3 clusters Score -340530.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -340548.656250 Penalty: 4068.703125
	Iteration 22Q: 3 clusters Score -340548.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -340570.718750 Penalty: 4068.703125
	Iteration 23Q: 3 clusters Score -340570.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -340589.093750 Penalty: 4068.703125
	Iteration 24Q: 3 clusters Score -340589.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -340606.218750 Penalty: 4068.703125
	Iteration 25Q: 3 clusters Score -340606.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -340617.750000 Penalty: 4068.703125
	Iteration 26Q: 3 clusters Score -340617.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -340634.687500 Penalty: 4068.703125
	Iteration 27Q: 3 clusters Score -340634.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -340651.500000 Penalty: 4068.703125
	Iteration 28Q: 3 clusters Score -340651.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -340666.031250 Penalty: 4068.703125
	Iteration 29Q: 3 clusters Score -340666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -340680.562500 Penalty: 4068.703125
	Iteration 30Q: 3 clusters Score -340680.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -340694.531250 Penalty: 4068.703125
	Iteration 31Q: 3 clusters Score -340694.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -340706.125000 Penalty: 4068.703125
	Iteration 32Q: 3 clusters Score -340706.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -340714.437500 Penalty: 4068.703125
	Iteration 33Q: 3 clusters Score -340714.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -340724.750000 Penalty: 4068.703125
	Iteration 34Q: 3 clusters Score -340724.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -340736.218750 Penalty: 4068.703125
	Iteration 35Q: 3 clusters Score -340736.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -340749.187500 Penalty: 4068.703125
	Iteration 36Q: 3 clusters Score -340749.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -340755.406250 Penalty: 4068.703125
	Iteration 37Q: 3 clusters Score -340755.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -340757.531250 Penalty: 4068.703125
	Iteration 38Q: 3 clusters Score -340757.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -340763.437500 Penalty: 4068.703125
	Iteration 39Q: 3 clusters Score -340763.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -340771.218750 Penalty: 4068.703125
	Iteration 40F: 3 clusters Score -340771.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -340777.750000 Penalty: 4068.703125
	Iteration 41Q: 3 clusters Score -340777.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -340780.968750 Penalty: 4068.703125
	Iteration 42Q: 3 clusters Score -340781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -340781.906250 Penalty: 4068.703125
	Iteration 43Q: 3 clusters Score -340781.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -340783.625000 Penalty: 4068.703125
	Iteration 44Q: 3 clusters Score -340783.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -340784.093750 Penalty: 4068.703125
	Iteration 45Q: 3 clusters Score -340784.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -340785.062500 Penalty: 4068.703125
	Iteration 46Q: 3 clusters Score -340785.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -340785.875000 Penalty: 4068.703125
	Iteration 47Q: 3 clusters Score -340785.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -340788.750000 Penalty: 4068.703125
	Iteration 48Q: 3 clusters Score -340788.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -340790.000000 Penalty: 4068.703125
	Iteration 49Q: 3 clusters Score -340790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -340792.312500 Penalty: 4068.703125
	Iteration 50Q: 3 clusters Score -340792.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -340793.968750 Penalty: 4068.703125
	Iteration 51Q: 3 clusters Score -340794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -340794.468750 Penalty: 4068.703125
	Iteration 52Q: 3 clusters Score -340794.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -340795.500000 Penalty: 4068.703125
	Iteration 53Q: 3 clusters Score -340795.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -340796.906250 Penalty: 4068.703125
	Iteration 54Q: 3 clusters Score -340796.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -340798.781250 Penalty: 4068.703125
	Iteration 55Q: 3 clusters Score -340798.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -340801.406250 Penalty: 4068.703125
	Iteration 56Q: 3 clusters Score -340801.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -340802.843750 Penalty: 4068.703125
	Iteration 57Q: 3 clusters Score -340802.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -340803.312500 Penalty: 4068.703125
	Iteration 58Q: 3 clusters Score -340803.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -340806.843750 Penalty: 4068.703125
	Iteration 59Q: 3 clusters Score -340806.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -340809.687500 Penalty: 4068.703125
	Iteration 60F: 3 clusters Score -340809.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -340811.281250 Penalty: 4068.703125
	Iteration 61Q: 3 clusters Score -340811.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -340811.187500 Penalty: 4068.703125
	Iteration 62Q: 3 clusters Score -340811.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -340811.187500 Penalty: 4068.703125
	Iteration 63F: 3 clusters Score -340811.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Entering Unmasked Estep 
Score: -420607.656250 Penalty: 2069.908447
	Iteration 0F: 2 clusters Score -420607.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -416615.875000 Penalty: 4139.816895
	Iteration 0F: 3 clusters Score -416615.9 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -417553.593750 Penalty: 4139.816895
	Iteration 1F: 3 clusters Score -417553.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -417776.250000 Penalty: 4139.816895
	Iteration 2F: 3 clusters Score -417776.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -417925.093750 Penalty: 4139.816895
	Iteration 3F: 3 clusters Score -417925.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -418079.437500 Penalty: 4139.816895
	Iteration 4Q: 3 clusters Score -418079.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -418203.562500 Penalty: 4139.816895
	Iteration 5Q: 3 clusters Score -418203.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -418297.312500 Penalty: 4139.816895
	Iteration 6Q: 3 clusters Score -418297.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -418392.437500 Penalty: 4139.816895
	Iteration 7Q: 3 clusters Score -418392.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -418474.406250 Penalty: 4139.816895
	Iteration 8Q: 3 clusters Score -418474.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -418571.656250 Penalty: 4139.816895
	Iteration 9Q: 3 clusters Score -418571.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -418688.000000 Penalty: 4139.816895
	Iteration 10Q: 3 clusters Score -418688 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -418795.593750 Penalty: 4139.816895
	Iteration 11Q: 3 clusters Score -418795.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -418876.125000 Penalty: 4139.816895
	Iteration 12Q: 3 clusters Score -418876.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -418943.281250 Penalty: 4139.816895
	Iteration 13Q: 3 clusters Score -418943.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -419000.375000 Penalty: 4139.816895
	Iteration 14Q: 3 clusters Score -419000.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -419056.656250 Penalty: 4139.816895
	Iteration 15Q: 3 clusters Score -419056.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -419113.968750 Penalty: 4139.816895
	Iteration 16Q: 3 clusters Score -419114 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -419155.375000 Penalty: 4139.816895
	Iteration 17Q: 3 clusters Score -419155.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -419184.750000 Penalty: 4139.816895
	Iteration 18Q: 3 clusters Score -419184.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -419201.125000 Penalty: 4139.816895
	Iteration 19Q: 3 clusters Score -419201.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -419209.687500 Penalty: 4139.816895
	Iteration 20F: 3 clusters Score -419209.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -419215.250000 Penalty: 4139.816895
	Iteration 21Q: 3 clusters Score -419215.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -419219.437500 Penalty: 4139.816895
	Iteration 22Q: 3 clusters Score -419219.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -419224.281250 Penalty: 4139.816895
	Iteration 23Q: 3 clusters Score -419224.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -419230.593750 Penalty: 4139.816895
	Iteration 24Q: 3 clusters Score -419230.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -419232.593750 Penalty: 4139.816895
	Iteration 25Q: 3 clusters Score -419232.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -419234.875000 Penalty: 4139.816895
	Iteration 26Q: 3 clusters Score -419234.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -419236.281250 Penalty: 4139.816895
	Iteration 27Q: 3 clusters Score -419236.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -419237.343750 Penalty: 4139.816895
	Iteration 28Q: 3 clusters Score -419237.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -419240.750000 Penalty: 4139.816895
	Iteration 29Q: 3 clusters Score -419240.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -419242.187500 Penalty: 4139.816895
	Iteration 30Q: 3 clusters Score -419242.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -419242.687500 Penalty: 4139.816895
	Iteration 31Q: 3 clusters Score -419242.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -419243.531250 Penalty: 4139.816895
	Iteration 32Q: 3 clusters Score -419243.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -419243.531250 Penalty: 4139.816895
	Iteration 33F: 3 clusters Score -419243.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Entering Unmasked Estep 
Score: -589166.500000 Penalty: 2136.935791
	Iteration 0F: 2 clusters Score -589166.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -584386.250000 Penalty: 4273.871582
	Iteration 0F: 3 clusters Score -584386.2 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -585606.250000 Penalty: 4273.871582
	Iteration 1F: 3 clusters Score -585606.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -585966.375000 Penalty: 4273.871582
	Iteration 2F: 3 clusters Score -585966.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -586286.000000 Penalty: 4273.871582
	Iteration 3F: 3 clusters Score -586286 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -586563.000000 Penalty: 4273.871582
	Iteration 4F: 3 clusters Score -586563 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -586772.750000 Penalty: 4273.871582
	Iteration 5F: 3 clusters Score -586772.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -586983.062500 Penalty: 4273.871582
	Iteration 6Q: 3 clusters Score -586983.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -587181.562500 Penalty: 4273.871582
	Iteration 7Q: 3 clusters Score -587181.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -587361.375000 Penalty: 4273.871582
	Iteration 8Q: 3 clusters Score -587361.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -587521.812500 Penalty: 4273.871582
	Iteration 9Q: 3 clusters Score -587521.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -587670.875000 Penalty: 4273.871582
	Iteration 10Q: 3 clusters Score -587670.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -587788.375000 Penalty: 4273.871582
	Iteration 11Q: 3 clusters Score -587788.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -587901.250000 Penalty: 4273.871582
	Iteration 12Q: 3 clusters Score -587901.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -587995.062500 Penalty: 4273.871582
	Iteration 13Q: 3 clusters Score -587995.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -588059.812500 Penalty: 4273.871582
	Iteration 14Q: 3 clusters Score -588059.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -588097.500000 Penalty: 4273.871582
	Iteration 15Q: 3 clusters Score -588097.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -588123.000000 Penalty: 4273.871582
	Iteration 16Q: 3 clusters Score -588123 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -588147.625000 Penalty: 4273.871582
	Iteration 17Q: 3 clusters Score -588147.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -588165.500000 Penalty: 4273.871582
	Iteration 18Q: 3 clusters Score -588165.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -588184.000000 Penalty: 4273.871582
	Iteration 19Q: 3 clusters Score -588184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -588205.125000 Penalty: 4273.871582
	Iteration 20F: 3 clusters Score -588205.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -588224.687500 Penalty: 4273.871582
	Iteration 21Q: 3 clusters Score -588224.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -588240.937500 Penalty: 4273.871582
	Iteration 22Q: 3 clusters Score -588240.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -588252.750000 Penalty: 4273.871582
	Iteration 23Q: 3 clusters Score -588252.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -588262.312500 Penalty: 4273.871582
	Iteration 24Q: 3 clusters Score -588262.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -588267.437500 Penalty: 4273.871582
	Iteration 25Q: 3 clusters Score -588267.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -588271.062500 Penalty: 4273.871582
	Iteration 26Q: 3 clusters Score -588271.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -588272.187500 Penalty: 4273.871582
	Iteration 27Q: 3 clusters Score -588272.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -588276.062500 Penalty: 4273.871582
	Iteration 28Q: 3 clusters Score -588276.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -588284.562500 Penalty: 4273.871582
	Iteration 29Q: 3 clusters Score -588284.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -588291.062500 Penalty: 4273.871582
	Iteration 30Q: 3 clusters Score -588291.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -588295.750000 Penalty: 4273.871582
	Iteration 31Q: 3 clusters Score -588295.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -588298.625000 Penalty: 4273.871582
	Iteration 32Q: 3 clusters Score -588298.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -588302.062500 Penalty: 4273.871582
	Iteration 33Q: 3 clusters Score -588302.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -588305.937500 Penalty: 4273.871582
	Iteration 34Q: 3 clusters Score -588305.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -588310.437500 Penalty: 4273.871582
	Iteration 35Q: 3 clusters Score -588310.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -588312.687500 Penalty: 4273.871582
	Iteration 36Q: 3 clusters Score -588312.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -588315.562500 Penalty: 4273.871582
	Iteration 37Q: 3 clusters Score -588315.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -588316.687500 Penalty: 4273.871582
	Iteration 38Q: 3 clusters Score -588316.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -588317.437500 Penalty: 4273.871582
	Iteration 39Q: 3 clusters Score -588317.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -588319.062500 Penalty: 4273.871582
	Iteration 40F: 3 clusters Score -588319.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -588319.750000 Penalty: 4273.871582
	Iteration 41Q: 3 clusters Score -588319.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -588318.750000 Penalty: 4273.871582
	Iteration 42Q: 3 clusters Score -588318.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -588318.750000 Penalty: 4273.871582
	Iteration 43F: 3 clusters Score -588318.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Entering Unmasked Estep 
Score: -9719.541992 Penalty: 1187.297974
	Iteration 0F: 2 clusters Score -9719.542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8896.738281 Penalty: 2374.595947
	Iteration 0F: 3 clusters Score -8896.738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8906.296875 Penalty: 2374.595947
	Iteration 1Q: 3 clusters Score -8906.297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8906.296875 Penalty: 2374.595947
	Iteration 2F: 3 clusters Score -8906.297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (22448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Entering Unmasked Estep 
Score: -2152996.250000 Penalty: 2484.701416
	Iteration 0F: 2 clusters Score -2152996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2137324.500000 Penalty: 4969.402832
	Iteration 0F: 3 clusters Score -2137324 nChanged 9975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -2142725.500000 Penalty: 4969.402832
	Iteration 1F: 3 clusters Score -2142726 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2143373.500000 Penalty: 4969.402832
	Iteration 2F: 3 clusters Score -2143374 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2144031.500000 Penalty: 4969.402832
	Iteration 3F: 3 clusters Score -2144032 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2144824.500000 Penalty: 4969.402832
	Iteration 4F: 3 clusters Score -2144824 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2145619.500000 Penalty: 4969.402832
	Iteration 5F: 3 clusters Score -2145620 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2146365.000000 Penalty: 4969.402832
	Iteration 6F: 3 clusters Score -2146365 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2147022.750000 Penalty: 4969.402832
	Iteration 7F: 3 clusters Score -2147023 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2147584.500000 Penalty: 4969.402832
	Iteration 8Q: 3 clusters Score -2147584 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -2148064.250000 Penalty: 4969.402832
	Iteration 9Q: 3 clusters Score -2148064 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2148392.000000 Penalty: 4969.402832
	Iteration 10Q: 3 clusters Score -2148392 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2148640.500000 Penalty: 4969.402832
	Iteration 11Q: 3 clusters Score -2148640 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2148824.000000 Penalty: 4969.402832
	Iteration 12Q: 3 clusters Score -2148824 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2148945.500000 Penalty: 4969.402832
	Iteration 13Q: 3 clusters Score -2148946 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2149029.750000 Penalty: 4969.402832
	Iteration 14Q: 3 clusters Score -2149030 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2149067.500000 Penalty: 4969.402832
	Iteration 15Q: 3 clusters Score -2149068 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2149115.000000 Penalty: 4969.402832
	Iteration 16Q: 3 clusters Score -2149115 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -2149132.000000 Penalty: 4969.402832
	Iteration 17Q: 3 clusters Score -2149132 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2149152.750000 Penalty: 4969.402832
	Iteration 18Q: 3 clusters Score -2149153 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2149163.000000 Penalty: 4969.402832
	Iteration 19Q: 3 clusters Score -2149163 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2149173.500000 Penalty: 4969.402832
	Iteration 20F: 3 clusters Score -2149174 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2149187.250000 Penalty: 4969.402832
	Iteration 21Q: 3 clusters Score -2149187 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2149192.750000 Penalty: 4969.402832
	Iteration 22Q: 3 clusters Score -2149193 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2149192.500000 Penalty: 4969.402832
	Iteration 23Q: 3 clusters Score -2149192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2149195.250000 Penalty: 4969.402832
	Iteration 24Q: 3 clusters Score -2149195 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2149198.250000 Penalty: 4969.402832
	Iteration 25Q: 3 clusters Score -2149198 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2149206.000000 Penalty: 4969.402832
	Iteration 26Q: 3 clusters Score -2149206 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2149206.000000 Penalty: 4969.402832
	Iteration 27Q: 3 clusters Score -2149206 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2149214.750000 Penalty: 4969.402832
	Iteration 28Q: 3 clusters Score -2149215 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2149219.750000 Penalty: 4969.402832
	Iteration 29Q: 3 clusters Score -2149220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2149224.000000 Penalty: 4969.402832
	Iteration 30Q: 3 clusters Score -2149224 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2149221.500000 Penalty: 4969.402832
	Iteration 31Q: 3 clusters Score -2149222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2149227.250000 Penalty: 4969.402832
	Iteration 32Q: 3 clusters Score -2149227 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -2149230.750000 Penalty: 4969.402832
	Iteration 33Q: 3 clusters Score -2149231 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2149229.500000 Penalty: 4969.402832
	Iteration 34Q: 3 clusters Score -2149230 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -2149240.750000 Penalty: 4969.402832
	Iteration 35Q: 3 clusters Score -2149241 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2149249.000000 Penalty: 4969.402832
	Iteration 36Q: 3 clusters Score -2149249 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2149259.000000 Penalty: 4969.402832
	Iteration 37Q: 3 clusters Score -2149259 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2149260.250000 Penalty: 4969.402832
	Iteration 38Q: 3 clusters Score -2149260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2149263.750000 Penalty: 4969.402832
	Iteration 39Q: 3 clusters Score -2149264 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2149266.500000 Penalty: 4969.402832
	Iteration 40F: 3 clusters Score -2149266 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2149270.250000 Penalty: 4969.402832
	Iteration 41Q: 3 clusters Score -2149270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -2149272.750000 Penalty: 4969.402832
	Iteration 42Q: 3 clusters Score -2149273 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2149275.500000 Penalty: 4969.402832
	Iteration 43Q: 3 clusters Score -2149276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2149276.500000 Penalty: 4969.402832
	Iteration 44Q: 3 clusters Score -2149276 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2149279.750000 Penalty: 4969.402832
	Iteration 45Q: 3 clusters Score -2149280 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -2149276.250000 Penalty: 4969.402832
	Iteration 46Q: 3 clusters Score -2149276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -2149280.750000 Penalty: 4969.402832
	Iteration 47Q: 3 clusters Score -2149281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2149278.750000 Penalty: 4969.402832
	Iteration 48Q: 3 clusters Score -2149279 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2149292.250000 Penalty: 4969.402832
	Iteration 49Q: 3 clusters Score -2149292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2149287.500000 Penalty: 4969.402832
	Iteration 50Q: 3 clusters Score -2149288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2149284.250000 Penalty: 4969.402832
	Iteration 51Q: 3 clusters Score -2149284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2149285.500000 Penalty: 4969.402832
	Iteration 52Q: 3 clusters Score -2149286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2149279.750000 Penalty: 4969.402832
	Iteration 53Q: 3 clusters Score -2149280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2149284.250000 Penalty: 4969.402832
	Iteration 54Q: 3 clusters Score -2149284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2149291.500000 Penalty: 4969.402832
	Iteration 55Q: 3 clusters Score -2149292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2149294.500000 Penalty: 4969.402832
	Iteration 56Q: 3 clusters Score -2149294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -2149293.750000 Penalty: 4969.402832
	Iteration 57Q: 3 clusters Score -2149294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2149300.000000 Penalty: 4969.402832
	Iteration 58Q: 3 clusters Score -2149300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2149301.750000 Penalty: 4969.402832
	Iteration 59Q: 3 clusters Score -2149302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2149298.750000 Penalty: 4969.402832
	Iteration 60F: 3 clusters Score -2149299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -2149292.500000 Penalty: 4969.402832
	Iteration 61Q: 3 clusters Score -2149292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2149294.750000 Penalty: 4969.402832
	Iteration 62Q: 3 clusters Score -2149295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2149301.500000 Penalty: 4969.402832
	Iteration 63Q: 3 clusters Score -2149302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2149307.250000 Penalty: 4969.402832
	Iteration 64Q: 3 clusters Score -2149307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2149303.250000 Penalty: 4969.402832
	Iteration 65Q: 3 clusters Score -2149303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2149298.000000 Penalty: 4969.402832
	Iteration 66Q: 3 clusters Score -2149298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2149296.750000 Penalty: 4969.402832
	Iteration 67Q: 3 clusters Score -2149297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -2149295.250000 Penalty: 4969.402832
	Iteration 68Q: 3 clusters Score -2149295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2149298.000000 Penalty: 4969.402832
	Iteration 69Q: 3 clusters Score -2149298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2149303.250000 Penalty: 4969.402832
	Iteration 70Q: 3 clusters Score -2149303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -2149303.250000 Penalty: 4969.402832
	Iteration 71Q: 3 clusters Score -2149303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2149306.000000 Penalty: 4969.402832
	Iteration 72Q: 3 clusters Score -2149306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2149304.250000 Penalty: 4969.402832
	Iteration 73Q: 3 clusters Score -2149304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2149309.000000 Penalty: 4969.402832
	Iteration 74Q: 3 clusters Score -2149309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2149310.750000 Penalty: 4969.402832
	Iteration 75Q: 3 clusters Score -2149311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2149308.250000 Penalty: 4969.402832
	Iteration 76Q: 3 clusters Score -2149308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2149308.500000 Penalty: 4969.402832
	Iteration 77Q: 3 clusters Score -2149308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2149310.000000 Penalty: 4969.402832
	Iteration 78Q: 3 clusters Score -2149310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2149310.500000 Penalty: 4969.402832
	Iteration 79Q: 3 clusters Score -2149310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2149311.750000 Penalty: 4969.402832
	Iteration 80F: 3 clusters Score -2149312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2149306.500000 Penalty: 4969.402832
	Iteration 81Q: 3 clusters Score -2149306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2149306.000000 Penalty: 4969.402832
	Iteration 82Q: 3 clusters Score -2149306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2149305.000000 Penalty: 4969.402832
	Iteration 83Q: 3 clusters Score -2149305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2149306.500000 Penalty: 4969.402832
	Iteration 84Q: 3 clusters Score -2149306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2149305.750000 Penalty: 4969.402832
	Iteration 85Q: 3 clusters Score -2149306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2149308.000000 Penalty: 4969.402832
	Iteration 86Q: 3 clusters Score -2149308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2149308.000000 Penalty: 4969.402832
	Iteration 87F: 3 clusters Score -2149308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Entering Unmasked Estep 
Score: -362990.000000 Penalty: 2010.639893
	Iteration 0F: 2 clusters Score -362990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -359528.593750 Penalty: 4021.279785
	Iteration 0F: 3 clusters Score -359528.6 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -360192.062500 Penalty: 4021.279785
	Iteration 1F: 3 clusters Score -360192.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -360341.281250 Penalty: 4021.279785
	Iteration 2F: 3 clusters Score -360341.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -360434.375000 Penalty: 4021.279785
	Iteration 3Q: 3 clusters Score -360434.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -360508.437500 Penalty: 4021.279785
	Iteration 4Q: 3 clusters Score -360508.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -360563.250000 Penalty: 4021.279785
	Iteration 5Q: 3 clusters Score -360563.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -360608.062500 Penalty: 4021.279785
	Iteration 6Q: 3 clusters Score -360608.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -360645.187500 Penalty: 4021.279785
	Iteration 7Q: 3 clusters Score -360645.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -360678.812500 Penalty: 4021.279785
	Iteration 8Q: 3 clusters Score -360678.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -360713.312500 Penalty: 4021.279785
	Iteration 9Q: 3 clusters Score -360713.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -360738.843750 Penalty: 4021.279785
	Iteration 10Q: 3 clusters Score -360738.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -360758.968750 Penalty: 4021.279785
	Iteration 11Q: 3 clusters Score -360759 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -360776.000000 Penalty: 4021.279785
	Iteration 12Q: 3 clusters Score -360776 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -360795.031250 Penalty: 4021.279785
	Iteration 13Q: 3 clusters Score -360795 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -360808.656250 Penalty: 4021.279785
	Iteration 14Q: 3 clusters Score -360808.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -360820.031250 Penalty: 4021.279785
	Iteration 15Q: 3 clusters Score -360820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -360828.500000 Penalty: 4021.279785
	Iteration 16Q: 3 clusters Score -360828.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -360836.687500 Penalty: 4021.279785
	Iteration 17Q: 3 clusters Score -360836.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -360848.500000 Penalty: 4021.279785
	Iteration 18Q: 3 clusters Score -360848.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -360864.281250 Penalty: 4021.279785
	Iteration 19Q: 3 clusters Score -360864.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -360875.062500 Penalty: 4021.279785
	Iteration 20F: 3 clusters Score -360875.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -360883.593750 Penalty: 4021.279785
	Iteration 21Q: 3 clusters Score -360883.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -360894.531250 Penalty: 4021.279785
	Iteration 22Q: 3 clusters Score -360894.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -360905.000000 Penalty: 4021.279785
	Iteration 23Q: 3 clusters Score -360905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -360917.406250 Penalty: 4021.279785
	Iteration 24Q: 3 clusters Score -360917.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -360928.906250 Penalty: 4021.279785
	Iteration 25Q: 3 clusters Score -360928.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -360935.218750 Penalty: 4021.279785
	Iteration 26Q: 3 clusters Score -360935.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -360940.625000 Penalty: 4021.279785
	Iteration 27Q: 3 clusters Score -360940.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -360948.468750 Penalty: 4021.279785
	Iteration 28Q: 3 clusters Score -360948.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -360955.000000 Penalty: 4021.279785
	Iteration 29Q: 3 clusters Score -360955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -360962.281250 Penalty: 4021.279785
	Iteration 30Q: 3 clusters Score -360962.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -360971.281250 Penalty: 4021.279785
	Iteration 31Q: 3 clusters Score -360971.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -360980.937500 Penalty: 4021.279785
	Iteration 32Q: 3 clusters Score -360980.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -360991.062500 Penalty: 4021.279785
	Iteration 33Q: 3 clusters Score -360991.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -360995.937500 Penalty: 4021.279785
	Iteration 34Q: 3 clusters Score -360995.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -361001.437500 Penalty: 4021.279785
	Iteration 35Q: 3 clusters Score -361001.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -361005.437500 Penalty: 4021.279785
	Iteration 36Q: 3 clusters Score -361005.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -361012.781250 Penalty: 4021.279785
	Iteration 37Q: 3 clusters Score -361012.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -361018.875000 Penalty: 4021.279785
	Iteration 38Q: 3 clusters Score -361018.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -361027.750000 Penalty: 4021.279785
	Iteration 39Q: 3 clusters Score -361027.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -361037.062500 Penalty: 4021.279785
	Iteration 40F: 3 clusters Score -361037.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -361048.312500 Penalty: 4021.279785
	Iteration 41Q: 3 clusters Score -361048.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -361061.656250 Penalty: 4021.279785
	Iteration 42Q: 3 clusters Score -361061.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -361069.156250 Penalty: 4021.279785
	Iteration 43Q: 3 clusters Score -361069.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -361076.468750 Penalty: 4021.279785
	Iteration 44Q: 3 clusters Score -361076.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -361082.937500 Penalty: 4021.279785
	Iteration 45Q: 3 clusters Score -361082.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -361087.125000 Penalty: 4021.279785
	Iteration 46Q: 3 clusters Score -361087.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -361090.562500 Penalty: 4021.279785
	Iteration 47Q: 3 clusters Score -361090.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -361094.750000 Penalty: 4021.279785
	Iteration 48Q: 3 clusters Score -361094.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -361100.125000 Penalty: 4021.279785
	Iteration 49Q: 3 clusters Score -361100.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -361103.937500 Penalty: 4021.279785
	Iteration 50Q: 3 clusters Score -361103.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -361108.562500 Penalty: 4021.279785
	Iteration 51Q: 3 clusters Score -361108.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -361112.968750 Penalty: 4021.279785
	Iteration 52Q: 3 clusters Score -361113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -361116.718750 Penalty: 4021.279785
	Iteration 53Q: 3 clusters Score -361116.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -361121.125000 Penalty: 4021.279785
	Iteration 54Q: 3 clusters Score -361121.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -361128.281250 Penalty: 4021.279785
	Iteration 55Q: 3 clusters Score -361128.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -361138.187500 Penalty: 4021.279785
	Iteration 56Q: 3 clusters Score -361138.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -361144.656250 Penalty: 4021.279785
	Iteration 57Q: 3 clusters Score -361144.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -361149.312500 Penalty: 4021.279785
	Iteration 58Q: 3 clusters Score -361149.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -361154.343750 Penalty: 4021.279785
	Iteration 59Q: 3 clusters Score -361154.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -361159.250000 Penalty: 4021.279785
	Iteration 60F: 3 clusters Score -361159.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -361160.687500 Penalty: 4021.279785
	Iteration 61Q: 3 clusters Score -361160.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -361161.968750 Penalty: 4021.279785
	Iteration 62Q: 3 clusters Score -361162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -361162.187500 Penalty: 4021.279785
	Iteration 63Q: 3 clusters Score -361162.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -361162.187500 Penalty: 4021.279785
	Iteration 64F: 3 clusters Score -361162.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Entering Unmasked Estep 
Score: -866632.437500 Penalty: 2237.476074
	Iteration 0F: 2 clusters Score -866632.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -860008.187500 Penalty: 4474.952148
	Iteration 0F: 3 clusters Score -860008.2 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -861953.875000 Penalty: 4474.952148
	Iteration 1F: 3 clusters Score -861953.9 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -862325.937500 Penalty: 4474.952148
	Iteration 2F: 3 clusters Score -862325.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -862668.250000 Penalty: 4474.952148
	Iteration 3F: 3 clusters Score -862668.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -863059.500000 Penalty: 4474.952148
	Iteration 4F: 3 clusters Score -863059.5 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -863479.875000 Penalty: 4474.952148
	Iteration 5F: 3 clusters Score -863479.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -863886.250000 Penalty: 4474.952148
	Iteration 6F: 3 clusters Score -863886.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -864262.062500 Penalty: 4474.952148
	Iteration 7F: 3 clusters Score -864262.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -864588.000000 Penalty: 4474.952148
	Iteration 8Q: 3 clusters Score -864588 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -864833.687500 Penalty: 4474.952148
	Iteration 9Q: 3 clusters Score -864833.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -864991.250000 Penalty: 4474.952148
	Iteration 10Q: 3 clusters Score -864991.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -865099.625000 Penalty: 4474.952148
	Iteration 11Q: 3 clusters Score -865099.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -865193.500000 Penalty: 4474.952148
	Iteration 12Q: 3 clusters Score -865193.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -865269.250000 Penalty: 4474.952148
	Iteration 13Q: 3 clusters Score -865269.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -865365.437500 Penalty: 4474.952148
	Iteration 14Q: 3 clusters Score -865365.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -865440.375000 Penalty: 4474.952148
	Iteration 15Q: 3 clusters Score -865440.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -865519.687500 Penalty: 4474.952148
	Iteration 16Q: 3 clusters Score -865519.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -865568.312500 Penalty: 4474.952148
	Iteration 17Q: 3 clusters Score -865568.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -865598.625000 Penalty: 4474.952148
	Iteration 18Q: 3 clusters Score -865598.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -865628.000000 Penalty: 4474.952148
	Iteration 19Q: 3 clusters Score -865628 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -865650.500000 Penalty: 4474.952148
	Iteration 20F: 3 clusters Score -865650.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -865668.687500 Penalty: 4474.952148
	Iteration 21Q: 3 clusters Score -865668.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -865688.625000 Penalty: 4474.952148
	Iteration 22Q: 3 clusters Score -865688.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -865704.062500 Penalty: 4474.952148
	Iteration 23Q: 3 clusters Score -865704.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -865724.312500 Penalty: 4474.952148
	Iteration 24Q: 3 clusters Score -865724.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -865743.562500 Penalty: 4474.952148
	Iteration 25Q: 3 clusters Score -865743.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -865760.937500 Penalty: 4474.952148
	Iteration 26Q: 3 clusters Score -865760.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -865780.312500 Penalty: 4474.952148
	Iteration 27Q: 3 clusters Score -865780.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -865798.250000 Penalty: 4474.952148
	Iteration 28Q: 3 clusters Score -865798.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -865822.250000 Penalty: 4474.952148
	Iteration 29Q: 3 clusters Score -865822.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -865842.437500 Penalty: 4474.952148
	Iteration 30Q: 3 clusters Score -865842.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -865859.187500 Penalty: 4474.952148
	Iteration 31Q: 3 clusters Score -865859.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -865872.562500 Penalty: 4474.952148
	Iteration 32Q: 3 clusters Score -865872.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -865880.750000 Penalty: 4474.952148
	Iteration 33Q: 3 clusters Score -865880.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -865885.375000 Penalty: 4474.952148
	Iteration 34Q: 3 clusters Score -865885.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -865889.937500 Penalty: 4474.952148
	Iteration 35Q: 3 clusters Score -865889.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -865899.312500 Penalty: 4474.952148
	Iteration 36Q: 3 clusters Score -865899.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -865901.187500 Penalty: 4474.952148
	Iteration 37Q: 3 clusters Score -865901.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -865906.312500 Penalty: 4474.952148
	Iteration 38Q: 3 clusters Score -865906.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -865910.187500 Penalty: 4474.952148
	Iteration 39Q: 3 clusters Score -865910.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -865916.000000 Penalty: 4474.952148
	Iteration 40F: 3 clusters Score -865916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -865917.125000 Penalty: 4474.952148
	Iteration 41Q: 3 clusters Score -865917.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -865921.500000 Penalty: 4474.952148
	Iteration 42Q: 3 clusters Score -865921.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -865919.437500 Penalty: 4474.952148
	Iteration 43Q: 3 clusters Score -865919.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -865922.312500 Penalty: 4474.952148
	Iteration 44Q: 3 clusters Score -865922.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -865923.500000 Penalty: 4474.952148
	Iteration 45Q: 3 clusters Score -865923.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -865924.000000 Penalty: 4474.952148
	Iteration 46Q: 3 clusters Score -865924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -865925.687500 Penalty: 4474.952148
	Iteration 47Q: 3 clusters Score -865925.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -865925.375000 Penalty: 4474.952148
	Iteration 48Q: 3 clusters Score -865925.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -865929.187500 Penalty: 4474.952148
	Iteration 49Q: 3 clusters Score -865929.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -865932.125000 Penalty: 4474.952148
	Iteration 50Q: 3 clusters Score -865932.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -865929.062500 Penalty: 4474.952148
	Iteration 51Q: 3 clusters Score -865929.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -865932.562500 Penalty: 4474.952148
	Iteration 52Q: 3 clusters Score -865932.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -865935.687500 Penalty: 4474.952148
	Iteration 53Q: 3 clusters Score -865935.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -865940.375000 Penalty: 4474.952148
	Iteration 54Q: 3 clusters Score -865940.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -865942.687500 Penalty: 4474.952148
	Iteration 55Q: 3 clusters Score -865942.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -865943.812500 Penalty: 4474.952148
	Iteration 56Q: 3 clusters Score -865943.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -865945.687500 Penalty: 4474.952148
	Iteration 57Q: 3 clusters Score -865945.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -865949.562500 Penalty: 4474.952148
	Iteration 58Q: 3 clusters Score -865949.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -865950.062500 Penalty: 4474.952148
	Iteration 59Q: 3 clusters Score -865950.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -865953.250000 Penalty: 4474.952148
	Iteration 60F: 3 clusters Score -865953.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -865953.562500 Penalty: 4474.952148
	Iteration 61Q: 3 clusters Score -865953.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -865956.312500 Penalty: 4474.952148
	Iteration 62Q: 3 clusters Score -865956.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -865959.562500 Penalty: 4474.952148
	Iteration 63Q: 3 clusters Score -865959.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -865958.500000 Penalty: 4474.952148
	Iteration 64Q: 3 clusters Score -865958.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -865958.562500 Penalty: 4474.952148
	Iteration 65Q: 3 clusters Score -865958.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -865960.687500 Penalty: 4474.952148
	Iteration 66Q: 3 clusters Score -865960.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -865961.562500 Penalty: 4474.952148
	Iteration 67Q: 3 clusters Score -865961.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -865962.437500 Penalty: 4474.952148
	Iteration 68Q: 3 clusters Score -865962.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -865963.875000 Penalty: 4474.952148
	Iteration 69Q: 3 clusters Score -865963.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -865964.437500 Penalty: 4474.952148
	Iteration 70Q: 3 clusters Score -865964.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -865965.562500 Penalty: 4474.952148
	Iteration 71Q: 3 clusters Score -865965.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -865967.312500 Penalty: 4474.952148
	Iteration 72Q: 3 clusters Score -865967.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -865966.437500 Penalty: 4474.952148
	Iteration 73Q: 3 clusters Score -865966.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -865966.437500 Penalty: 4474.952148
	Iteration 74F: 3 clusters Score -865966.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Entering Unmasked Estep 
Score: -894539.562500 Penalty: 2238.104004
	Iteration 0F: 2 clusters Score -894539.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -887988.625000 Penalty: 4476.208008
	Iteration 0F: 3 clusters Score -887988.6 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -889864.000000 Penalty: 4476.208008
	Iteration 1F: 3 clusters Score -889864 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -890240.062500 Penalty: 4476.208008
	Iteration 2F: 3 clusters Score -890240.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -890604.625000 Penalty: 4476.208008
	Iteration 3F: 3 clusters Score -890604.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -891001.375000 Penalty: 4476.208008
	Iteration 4F: 3 clusters Score -891001.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -891468.187500 Penalty: 4476.208008
	Iteration 5F: 3 clusters Score -891468.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -891962.250000 Penalty: 4476.208008
	Iteration 6F: 3 clusters Score -891962.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -892426.187500 Penalty: 4476.208008
	Iteration 7F: 3 clusters Score -892426.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -892806.062500 Penalty: 4476.208008
	Iteration 8Q: 3 clusters Score -892806.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -893112.687500 Penalty: 4476.208008
	Iteration 9Q: 3 clusters Score -893112.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -893288.625000 Penalty: 4476.208008
	Iteration 10Q: 3 clusters Score -893288.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -893383.062500 Penalty: 4476.208008
	Iteration 11Q: 3 clusters Score -893383.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -893433.562500 Penalty: 4476.208008
	Iteration 12Q: 3 clusters Score -893433.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -893482.062500 Penalty: 4476.208008
	Iteration 13Q: 3 clusters Score -893482.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -893512.875000 Penalty: 4476.208008
	Iteration 14Q: 3 clusters Score -893512.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -893534.250000 Penalty: 4476.208008
	Iteration 15Q: 3 clusters Score -893534.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -893543.375000 Penalty: 4476.208008
	Iteration 16Q: 3 clusters Score -893543.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -893551.062500 Penalty: 4476.208008
	Iteration 17Q: 3 clusters Score -893551.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -893556.562500 Penalty: 4476.208008
	Iteration 18Q: 3 clusters Score -893556.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -893561.875000 Penalty: 4476.208008
	Iteration 19Q: 3 clusters Score -893561.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -893559.500000 Penalty: 4476.208008
	Iteration 20F: 3 clusters Score -893559.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -893564.062500 Penalty: 4476.208008
	Iteration 21Q: 3 clusters Score -893564.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -893568.312500 Penalty: 4476.208008
	Iteration 22Q: 3 clusters Score -893568.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -893567.812500 Penalty: 4476.208008
	Iteration 23Q: 3 clusters Score -893567.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -893567.125000 Penalty: 4476.208008
	Iteration 24Q: 3 clusters Score -893567.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -893568.625000 Penalty: 4476.208008
	Iteration 25Q: 3 clusters Score -893568.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -893571.000000 Penalty: 4476.208008
	Iteration 26Q: 3 clusters Score -893571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -893571.000000 Penalty: 4476.208008
	Iteration 27Q: 3 clusters Score -893571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -893571.562500 Penalty: 4476.208008
	Iteration 28Q: 3 clusters Score -893571.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -893570.937500 Penalty: 4476.208008
	Iteration 29Q: 3 clusters Score -893570.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -893570.937500 Penalty: 4476.208008
	Iteration 30F: 3 clusters Score -893570.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Entering Unmasked Estep 
Score: -547880.937500 Penalty: 2227.394531
	Iteration 0F: 2 clusters Score -547880.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -541527.312500 Penalty: 4454.789062
	Iteration 0F: 3 clusters Score -541527.3 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -543224.250000 Penalty: 4454.789062
	Iteration 1F: 3 clusters Score -543224.2 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -543574.000000 Penalty: 4454.789062
	Iteration 2F: 3 clusters Score -543574 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -543824.000000 Penalty: 4454.789062
	Iteration 3F: 3 clusters Score -543824 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -544022.250000 Penalty: 4454.789062
	Iteration 4Q: 3 clusters Score -544022.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -544191.250000 Penalty: 4454.789062
	Iteration 5Q: 3 clusters Score -544191.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -544351.937500 Penalty: 4454.789062
	Iteration 6Q: 3 clusters Score -544351.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -544496.187500 Penalty: 4454.789062
	Iteration 7Q: 3 clusters Score -544496.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -544623.625000 Penalty: 4454.789062
	Iteration 8Q: 3 clusters Score -544623.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -544751.562500 Penalty: 4454.789062
	Iteration 9Q: 3 clusters Score -544751.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -544881.125000 Penalty: 4454.789062
	Iteration 10Q: 3 clusters Score -544881.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -544994.250000 Penalty: 4454.789062
	Iteration 11Q: 3 clusters Score -544994.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -545081.687500 Penalty: 4454.789062
	Iteration 12Q: 3 clusters Score -545081.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -545169.500000 Penalty: 4454.789062
	Iteration 13Q: 3 clusters Score -545169.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -545239.250000 Penalty: 4454.789062
	Iteration 14Q: 3 clusters Score -545239.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -545300.687500 Penalty: 4454.789062
	Iteration 15Q: 3 clusters Score -545300.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -545346.562500 Penalty: 4454.789062
	Iteration 16Q: 3 clusters Score -545346.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -545377.750000 Penalty: 4454.789062
	Iteration 17Q: 3 clusters Score -545377.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -545410.687500 Penalty: 4454.789062
	Iteration 18Q: 3 clusters Score -545410.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -545439.625000 Penalty: 4454.789062
	Iteration 19Q: 3 clusters Score -545439.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -545466.625000 Penalty: 4454.789062
	Iteration 20F: 3 clusters Score -545466.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -545487.500000 Penalty: 4454.789062
	Iteration 21Q: 3 clusters Score -545487.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -545505.562500 Penalty: 4454.789062
	Iteration 22Q: 3 clusters Score -545505.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -545523.750000 Penalty: 4454.789062
	Iteration 23Q: 3 clusters Score -545523.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -545539.500000 Penalty: 4454.789062
	Iteration 24Q: 3 clusters Score -545539.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -545551.625000 Penalty: 4454.789062
	Iteration 25Q: 3 clusters Score -545551.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -545561.250000 Penalty: 4454.789062
	Iteration 26Q: 3 clusters Score -545561.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -545567.375000 Penalty: 4454.789062
	Iteration 27Q: 3 clusters Score -545567.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -545575.687500 Penalty: 4454.789062
	Iteration 28Q: 3 clusters Score -545575.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -545580.875000 Penalty: 4454.789062
	Iteration 29Q: 3 clusters Score -545580.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -545585.625000 Penalty: 4454.789062
	Iteration 30Q: 3 clusters Score -545585.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -545589.375000 Penalty: 4454.789062
	Iteration 31Q: 3 clusters Score -545589.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -545594.375000 Penalty: 4454.789062
	Iteration 32Q: 3 clusters Score -545594.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -545601.312500 Penalty: 4454.789062
	Iteration 33Q: 3 clusters Score -545601.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -545608.437500 Penalty: 4454.789062
	Iteration 34Q: 3 clusters Score -545608.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -545614.812500 Penalty: 4454.789062
	Iteration 35Q: 3 clusters Score -545614.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -545622.375000 Penalty: 4454.789062
	Iteration 36Q: 3 clusters Score -545622.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -545629.562500 Penalty: 4454.789062
	Iteration 37Q: 3 clusters Score -545629.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -545637.062500 Penalty: 4454.789062
	Iteration 38Q: 3 clusters Score -545637.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -545644.937500 Penalty: 4454.789062
	Iteration 39Q: 3 clusters Score -545644.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -545652.250000 Penalty: 4454.789062
	Iteration 40F: 3 clusters Score -545652.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -545658.312500 Penalty: 4454.789062
	Iteration 41Q: 3 clusters Score -545658.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -545662.250000 Penalty: 4454.789062
	Iteration 42Q: 3 clusters Score -545662.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -545668.375000 Penalty: 4454.789062
	Iteration 43Q: 3 clusters Score -545668.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -545672.000000 Penalty: 4454.789062
	Iteration 44Q: 3 clusters Score -545672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -545675.500000 Penalty: 4454.789062
	Iteration 45Q: 3 clusters Score -545675.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -545678.250000 Penalty: 4454.789062
	Iteration 46Q: 3 clusters Score -545678.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -545681.187500 Penalty: 4454.789062
	Iteration 47Q: 3 clusters Score -545681.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -545686.500000 Penalty: 4454.789062
	Iteration 48Q: 3 clusters Score -545686.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -545689.375000 Penalty: 4454.789062
	Iteration 49Q: 3 clusters Score -545689.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -545695.125000 Penalty: 4454.789062
	Iteration 50Q: 3 clusters Score -545695.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -545700.312500 Penalty: 4454.789062
	Iteration 51Q: 3 clusters Score -545700.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -545705.437500 Penalty: 4454.789062
	Iteration 52Q: 3 clusters Score -545705.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -545710.000000 Penalty: 4454.789062
	Iteration 53Q: 3 clusters Score -545710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -545716.062500 Penalty: 4454.789062
	Iteration 54Q: 3 clusters Score -545716.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -545724.062500 Penalty: 4454.789062
	Iteration 55Q: 3 clusters Score -545724.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -545731.125000 Penalty: 4454.789062
	Iteration 56Q: 3 clusters Score -545731.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -545738.000000 Penalty: 4454.789062
	Iteration 57Q: 3 clusters Score -545738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -545748.125000 Penalty: 4454.789062
	Iteration 58Q: 3 clusters Score -545748.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -545760.562500 Penalty: 4454.789062
	Iteration 59Q: 3 clusters Score -545760.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -545770.562500 Penalty: 4454.789062
	Iteration 60F: 3 clusters Score -545770.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -545778.062500 Penalty: 4454.789062
	Iteration 61Q: 3 clusters Score -545778.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -545785.937500 Penalty: 4454.789062
	Iteration 62Q: 3 clusters Score -545785.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -545794.750000 Penalty: 4454.789062
	Iteration 63Q: 3 clusters Score -545794.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -545800.250000 Penalty: 4454.789062
	Iteration 64Q: 3 clusters Score -545800.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -545808.062500 Penalty: 4454.789062
	Iteration 65Q: 3 clusters Score -545808.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -545816.312500 Penalty: 4454.789062
	Iteration 66Q: 3 clusters Score -545816.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -545826.187500 Penalty: 4454.789062
	Iteration 67Q: 3 clusters Score -545826.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -545834.062500 Penalty: 4454.789062
	Iteration 68Q: 3 clusters Score -545834.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -545839.937500 Penalty: 4454.789062
	Iteration 69Q: 3 clusters Score -545839.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -545843.687500 Penalty: 4454.789062
	Iteration 70Q: 3 clusters Score -545843.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -545849.250000 Penalty: 4454.789062
	Iteration 71Q: 3 clusters Score -545849.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -545854.812500 Penalty: 4454.789062
	Iteration 72Q: 3 clusters Score -545854.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -545859.812500 Penalty: 4454.789062
	Iteration 73Q: 3 clusters Score -545859.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -545864.687500 Penalty: 4454.789062
	Iteration 74Q: 3 clusters Score -545864.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -545870.812500 Penalty: 4454.789062
	Iteration 75Q: 3 clusters Score -545870.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -545875.437500 Penalty: 4454.789062
	Iteration 76Q: 3 clusters Score -545875.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -545884.562500 Penalty: 4454.789062
	Iteration 77Q: 3 clusters Score -545884.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -545889.437500 Penalty: 4454.789062
	Iteration 78Q: 3 clusters Score -545889.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -545894.250000 Penalty: 4454.789062
	Iteration 79Q: 3 clusters Score -545894.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -545898.500000 Penalty: 4454.789062
	Iteration 80F: 3 clusters Score -545898.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -545904.000000 Penalty: 4454.789062
	Iteration 81Q: 3 clusters Score -545904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -545906.187500 Penalty: 4454.789062
	Iteration 82Q: 3 clusters Score -545906.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -545910.562500 Penalty: 4454.789062
	Iteration 83Q: 3 clusters Score -545910.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -545912.500000 Penalty: 4454.789062
	Iteration 84Q: 3 clusters Score -545912.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -545913.125000 Penalty: 4454.789062
	Iteration 85Q: 3 clusters Score -545913.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -545916.187500 Penalty: 4454.789062
	Iteration 86Q: 3 clusters Score -545916.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -545919.000000 Penalty: 4454.789062
	Iteration 87Q: 3 clusters Score -545919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -545919.937500 Penalty: 4454.789062
	Iteration 88Q: 3 clusters Score -545919.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -545925.375000 Penalty: 4454.789062
	Iteration 89Q: 3 clusters Score -545925.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -545930.625000 Penalty: 4454.789062
	Iteration 90Q: 3 clusters Score -545930.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -545935.687500 Penalty: 4454.789062
	Iteration 91Q: 3 clusters Score -545935.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -545938.437500 Penalty: 4454.789062
	Iteration 92Q: 3 clusters Score -545938.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -545942.562500 Penalty: 4454.789062
	Iteration 93Q: 3 clusters Score -545942.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -545946.937500 Penalty: 4454.789062
	Iteration 94Q: 3 clusters Score -545946.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -545949.937500 Penalty: 4454.789062
	Iteration 95Q: 3 clusters Score -545949.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -545955.750000 Penalty: 4454.789062
	Iteration 96Q: 3 clusters Score -545955.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -545960.750000 Penalty: 4454.789062
	Iteration 97Q: 3 clusters Score -545960.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -545969.000000 Penalty: 4454.789062
	Iteration 98Q: 3 clusters Score -545969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -545971.500000 Penalty: 4454.789062
	Iteration 99Q: 3 clusters Score -545971.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -545978.187500 Penalty: 4454.789062
	Iteration 100F: 3 clusters Score -545978.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -545983.187500 Penalty: 4454.789062
	Iteration 101Q: 3 clusters Score -545983.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -545987.187500 Penalty: 4454.789062
	Iteration 102Q: 3 clusters Score -545987.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -545989.937500 Penalty: 4454.789062
	Iteration 103Q: 3 clusters Score -545989.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -545990.875000 Penalty: 4454.789062
	Iteration 104Q: 3 clusters Score -545990.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -545992.312500 Penalty: 4454.789062
	Iteration 105Q: 3 clusters Score -545992.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -545992.812500 Penalty: 4454.789062
	Iteration 106Q: 3 clusters Score -545992.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -545994.687500 Penalty: 4454.789062
	Iteration 107Q: 3 clusters Score -545994.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -545994.687500 Penalty: 4454.789062
	Iteration 108F: 3 clusters Score -545994.7 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: -36986.199219 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -36986.2 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 195 members 
Entering Unmasked Estep 
Score: -35610.402344 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -35610.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35768.421875 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -35768.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -35826.542969 Penalty: 2961.745850
	Iteration 2Q: 3 clusters Score -35826.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -35866.558594 Penalty: 2961.745850
	Iteration 3Q: 3 clusters Score -35866.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35889.933594 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -35889.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -35905.531250 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -35905.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -35909.675781 Penalty: 2961.745850
	Iteration 6Q: 3 clusters Score -35909.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -35909.675781 Penalty: 2961.745850
	Iteration 7F: 3 clusters Score -35909.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (18464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Entering Unmasked Estep 
Score: -1998209.750000 Penalty: 2436.247314
	Iteration 0F: 2 clusters Score -1998210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1984985.000000 Penalty: 4872.494629
	Iteration 0F: 3 clusters Score -1984985 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1989352.125000 Penalty: 4872.494629
	Iteration 1F: 3 clusters Score -1989352 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1989806.125000 Penalty: 4872.494629
	Iteration 2F: 3 clusters Score -1989806 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1990198.500000 Penalty: 4872.494629
	Iteration 3F: 3 clusters Score -1990198 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1990579.875000 Penalty: 4872.494629
	Iteration 4Q: 3 clusters Score -1990580 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1990974.000000 Penalty: 4872.494629
	Iteration 5Q: 3 clusters Score -1990974 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1991409.125000 Penalty: 4872.494629
	Iteration 6Q: 3 clusters Score -1991409 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1991843.500000 Penalty: 4872.494629
	Iteration 7Q: 3 clusters Score -1991844 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1992282.125000 Penalty: 4872.494629
	Iteration 8Q: 3 clusters Score -1992282 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1992678.500000 Penalty: 4872.494629
	Iteration 9Q: 3 clusters Score -1992678 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1993005.750000 Penalty: 4872.494629
	Iteration 10Q: 3 clusters Score -1993006 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1993283.000000 Penalty: 4872.494629
	Iteration 11Q: 3 clusters Score -1993283 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1993500.375000 Penalty: 4872.494629
	Iteration 12Q: 3 clusters Score -1993500 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1993636.500000 Penalty: 4872.494629
	Iteration 13Q: 3 clusters Score -1993636 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1993714.000000 Penalty: 4872.494629
	Iteration 14Q: 3 clusters Score -1993714 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1993779.625000 Penalty: 4872.494629
	Iteration 15Q: 3 clusters Score -1993780 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1993816.500000 Penalty: 4872.494629
	Iteration 16Q: 3 clusters Score -1993816 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1993852.500000 Penalty: 4872.494629
	Iteration 17Q: 3 clusters Score -1993852 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1993873.500000 Penalty: 4872.494629
	Iteration 18Q: 3 clusters Score -1993874 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1993893.500000 Penalty: 4872.494629
	Iteration 19Q: 3 clusters Score -1993894 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1993903.750000 Penalty: 4872.494629
	Iteration 20F: 3 clusters Score -1993904 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1993904.000000 Penalty: 4872.494629
	Iteration 21Q: 3 clusters Score -1993904 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1993912.625000 Penalty: 4872.494629
	Iteration 22Q: 3 clusters Score -1993913 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1993924.500000 Penalty: 4872.494629
	Iteration 23Q: 3 clusters Score -1993924 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1993925.125000 Penalty: 4872.494629
	Iteration 24Q: 3 clusters Score -1993925 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1993930.000000 Penalty: 4872.494629
	Iteration 25Q: 3 clusters Score -1993930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1993930.125000 Penalty: 4872.494629
	Iteration 26Q: 3 clusters Score -1993930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1993935.125000 Penalty: 4872.494629
	Iteration 27Q: 3 clusters Score -1993935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1993931.625000 Penalty: 4872.494629
	Iteration 28Q: 3 clusters Score -1993932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1993931.375000 Penalty: 4872.494629
	Iteration 29Q: 3 clusters Score -1993931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1993932.125000 Penalty: 4872.494629
	Iteration 30Q: 3 clusters Score -1993932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1993937.375000 Penalty: 4872.494629
	Iteration 31Q: 3 clusters Score -1993937 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1993937.625000 Penalty: 4872.494629
	Iteration 32Q: 3 clusters Score -1993938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1993940.125000 Penalty: 4872.494629
	Iteration 33Q: 3 clusters Score -1993940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1993936.875000 Penalty: 4872.494629
	Iteration 34Q: 3 clusters Score -1993937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1993939.000000 Penalty: 4872.494629
	Iteration 35Q: 3 clusters Score -1993939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1993936.125000 Penalty: 4872.494629
	Iteration 36Q: 3 clusters Score -1993936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1993935.500000 Penalty: 4872.494629
	Iteration 37Q: 3 clusters Score -1993936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1993936.500000 Penalty: 4872.494629
	Iteration 38Q: 3 clusters Score -1993936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1993936.750000 Penalty: 4872.494629
	Iteration 39Q: 3 clusters Score -1993937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1993933.875000 Penalty: 4872.494629
	Iteration 40F: 3 clusters Score -1993934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1993939.250000 Penalty: 4872.494629
	Iteration 41Q: 3 clusters Score -1993939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1993941.250000 Penalty: 4872.494629
	Iteration 42Q: 3 clusters Score -1993941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1993942.625000 Penalty: 4872.494629
	Iteration 43Q: 3 clusters Score -1993943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1993941.250000 Penalty: 4872.494629
	Iteration 44Q: 3 clusters Score -1993941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1993938.750000 Penalty: 4872.494629
	Iteration 45Q: 3 clusters Score -1993939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1993938.000000 Penalty: 4872.494629
	Iteration 46Q: 3 clusters Score -1993938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1993939.875000 Penalty: 4872.494629
	Iteration 47Q: 3 clusters Score -1993940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1993941.750000 Penalty: 4872.494629
	Iteration 48Q: 3 clusters Score -1993942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1993945.500000 Penalty: 4872.494629
	Iteration 49Q: 3 clusters Score -1993946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1993945.250000 Penalty: 4872.494629
	Iteration 50Q: 3 clusters Score -1993945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1993948.125000 Penalty: 4872.494629
	Iteration 51Q: 3 clusters Score -1993948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1993949.250000 Penalty: 4872.494629
	Iteration 52Q: 3 clusters Score -1993949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1993950.000000 Penalty: 4872.494629
	Iteration 53Q: 3 clusters Score -1993950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1993949.500000 Penalty: 4872.494629
	Iteration 54Q: 3 clusters Score -1993950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1993952.375000 Penalty: 4872.494629
	Iteration 55Q: 3 clusters Score -1993952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1993946.000000 Penalty: 4872.494629
	Iteration 56Q: 3 clusters Score -1993946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1993949.125000 Penalty: 4872.494629
	Iteration 57Q: 3 clusters Score -1993949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1993952.375000 Penalty: 4872.494629
	Iteration 58Q: 3 clusters Score -1993952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1993949.875000 Penalty: 4872.494629
	Iteration 59Q: 3 clusters Score -1993950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1993953.250000 Penalty: 4872.494629
	Iteration 60F: 3 clusters Score -1993953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1993948.250000 Penalty: 4872.494629
	Iteration 61Q: 3 clusters Score -1993948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1993949.625000 Penalty: 4872.494629
	Iteration 62Q: 3 clusters Score -1993950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1993948.750000 Penalty: 4872.494629
	Iteration 63Q: 3 clusters Score -1993949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1993948.750000 Penalty: 4872.494629
	Iteration 64Q: 3 clusters Score -1993949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1993949.125000 Penalty: 4872.494629
	Iteration 65Q: 3 clusters Score -1993949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1993950.875000 Penalty: 4872.494629
	Iteration 66Q: 3 clusters Score -1993951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1993949.375000 Penalty: 4872.494629
	Iteration 67Q: 3 clusters Score -1993949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1993949.375000 Penalty: 4872.494629
	Iteration 68F: 3 clusters Score -1993949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (20536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Entering Unmasked Estep 
Score: -1798823.000000 Penalty: 2462.623779
	Iteration 0F: 2 clusters Score -1798823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1784340.625000 Penalty: 4925.247559
	Iteration 0F: 3 clusters Score -1784341 nChanged 9063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1789382.375000 Penalty: 4925.247559
	Iteration 1F: 3 clusters Score -1789382 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1789969.125000 Penalty: 4925.247559
	Iteration 2F: 3 clusters Score -1789969 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1790505.375000 Penalty: 4925.247559
	Iteration 3F: 3 clusters Score -1790505 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1791085.625000 Penalty: 4925.247559
	Iteration 4F: 3 clusters Score -1791086 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1791724.625000 Penalty: 4925.247559
	Iteration 5F: 3 clusters Score -1791725 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1792495.500000 Penalty: 4925.247559
	Iteration 6F: 3 clusters Score -1792496 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1793341.625000 Penalty: 4925.247559
	Iteration 7F: 3 clusters Score -1793342 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1794178.000000 Penalty: 4925.247559
	Iteration 8F: 3 clusters Score -1794178 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1794857.125000 Penalty: 4925.247559
	Iteration 9Q: 3 clusters Score -1794857 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1795403.875000 Penalty: 4925.247559
	Iteration 10Q: 3 clusters Score -1795404 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1795801.750000 Penalty: 4925.247559
	Iteration 11Q: 3 clusters Score -1795802 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1796093.500000 Penalty: 4925.247559
	Iteration 12Q: 3 clusters Score -1796094 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1796337.125000 Penalty: 4925.247559
	Iteration 13Q: 3 clusters Score -1796337 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1796485.250000 Penalty: 4925.247559
	Iteration 14Q: 3 clusters Score -1796485 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1796619.750000 Penalty: 4925.247559
	Iteration 15Q: 3 clusters Score -1796620 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1796722.250000 Penalty: 4925.247559
	Iteration 16Q: 3 clusters Score -1796722 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1796794.625000 Penalty: 4925.247559
	Iteration 17Q: 3 clusters Score -1796795 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1796875.250000 Penalty: 4925.247559
	Iteration 18Q: 3 clusters Score -1796875 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1796940.375000 Penalty: 4925.247559
	Iteration 19Q: 3 clusters Score -1796940 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1797020.625000 Penalty: 4925.247559
	Iteration 20F: 3 clusters Score -1797021 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1797089.125000 Penalty: 4925.247559
	Iteration 21Q: 3 clusters Score -1797089 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1797159.500000 Penalty: 4925.247559
	Iteration 22Q: 3 clusters Score -1797160 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1797231.375000 Penalty: 4925.247559
	Iteration 23Q: 3 clusters Score -1797231 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1797298.250000 Penalty: 4925.247559
	Iteration 24Q: 3 clusters Score -1797298 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1797358.125000 Penalty: 4925.247559
	Iteration 25Q: 3 clusters Score -1797358 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1797396.750000 Penalty: 4925.247559
	Iteration 26Q: 3 clusters Score -1797397 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1797424.750000 Penalty: 4925.247559
	Iteration 27Q: 3 clusters Score -1797425 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1797441.625000 Penalty: 4925.247559
	Iteration 28Q: 3 clusters Score -1797442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1797457.250000 Penalty: 4925.247559
	Iteration 29Q: 3 clusters Score -1797457 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1797467.125000 Penalty: 4925.247559
	Iteration 30Q: 3 clusters Score -1797467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1797478.500000 Penalty: 4925.247559
	Iteration 31Q: 3 clusters Score -1797478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1797479.250000 Penalty: 4925.247559
	Iteration 32Q: 3 clusters Score -1797479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1797482.125000 Penalty: 4925.247559
	Iteration 33Q: 3 clusters Score -1797482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1797485.125000 Penalty: 4925.247559
	Iteration 34Q: 3 clusters Score -1797485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1797487.250000 Penalty: 4925.247559
	Iteration 35Q: 3 clusters Score -1797487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1797493.125000 Penalty: 4925.247559
	Iteration 36Q: 3 clusters Score -1797493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1797491.875000 Penalty: 4925.247559
	Iteration 37Q: 3 clusters Score -1797492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1797494.500000 Penalty: 4925.247559
	Iteration 38Q: 3 clusters Score -1797494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1797499.625000 Penalty: 4925.247559
	Iteration 39Q: 3 clusters Score -1797500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1797503.250000 Penalty: 4925.247559
	Iteration 40F: 3 clusters Score -1797503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1797501.750000 Penalty: 4925.247559
	Iteration 41Q: 3 clusters Score -1797502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1797501.500000 Penalty: 4925.247559
	Iteration 42Q: 3 clusters Score -1797502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1797501.500000 Penalty: 4925.247559
	Iteration 43F: 3 clusters Score -1797502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Entering Unmasked Estep 
Score: -432930.937500 Penalty: 2084.031494
	Iteration 0F: 2 clusters Score -432930.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -428733.906250 Penalty: 4168.062988
	Iteration 0F: 3 clusters Score -428733.9 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -429715.593750 Penalty: 4168.062988
	Iteration 1F: 3 clusters Score -429715.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -429949.687500 Penalty: 4168.062988
	Iteration 2F: 3 clusters Score -429949.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -430136.281250 Penalty: 4168.062988
	Iteration 3F: 3 clusters Score -430136.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -430299.718750 Penalty: 4168.062988
	Iteration 4Q: 3 clusters Score -430299.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -430460.062500 Penalty: 4168.062988
	Iteration 5Q: 3 clusters Score -430460.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -430631.062500 Penalty: 4168.062988
	Iteration 6Q: 3 clusters Score -430631.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -430801.187500 Penalty: 4168.062988
	Iteration 7Q: 3 clusters Score -430801.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -430941.812500 Penalty: 4168.062988
	Iteration 8Q: 3 clusters Score -430941.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -431067.562500 Penalty: 4168.062988
	Iteration 9Q: 3 clusters Score -431067.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -431183.031250 Penalty: 4168.062988
	Iteration 10Q: 3 clusters Score -431183 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -431279.625000 Penalty: 4168.062988
	Iteration 11Q: 3 clusters Score -431279.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -431345.531250 Penalty: 4168.062988
	Iteration 12Q: 3 clusters Score -431345.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -431387.093750 Penalty: 4168.062988
	Iteration 13Q: 3 clusters Score -431387.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -431414.875000 Penalty: 4168.062988
	Iteration 14Q: 3 clusters Score -431414.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -431439.875000 Penalty: 4168.062988
	Iteration 15Q: 3 clusters Score -431439.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -431457.562500 Penalty: 4168.062988
	Iteration 16Q: 3 clusters Score -431457.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -431470.218750 Penalty: 4168.062988
	Iteration 17Q: 3 clusters Score -431470.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -431482.906250 Penalty: 4168.062988
	Iteration 18Q: 3 clusters Score -431482.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -431493.656250 Penalty: 4168.062988
	Iteration 19Q: 3 clusters Score -431493.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -431502.468750 Penalty: 4168.062988
	Iteration 20F: 3 clusters Score -431502.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -431513.500000 Penalty: 4168.062988
	Iteration 21Q: 3 clusters Score -431513.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -431518.187500 Penalty: 4168.062988
	Iteration 22Q: 3 clusters Score -431518.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -431520.406250 Penalty: 4168.062988
	Iteration 23Q: 3 clusters Score -431520.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -431522.156250 Penalty: 4168.062988
	Iteration 24Q: 3 clusters Score -431522.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -431524.437500 Penalty: 4168.062988
	Iteration 25Q: 3 clusters Score -431524.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -431525.281250 Penalty: 4168.062988
	Iteration 26Q: 3 clusters Score -431525.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -431526.562500 Penalty: 4168.062988
	Iteration 27Q: 3 clusters Score -431526.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -431527.562500 Penalty: 4168.062988
	Iteration 28Q: 3 clusters Score -431527.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -431527.593750 Penalty: 4168.062988
	Iteration 29Q: 3 clusters Score -431527.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -431529.875000 Penalty: 4168.062988
	Iteration 30Q: 3 clusters Score -431529.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -431530.781250 Penalty: 4168.062988
	Iteration 31Q: 3 clusters Score -431530.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -431532.625000 Penalty: 4168.062988
	Iteration 32Q: 3 clusters Score -431532.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -431534.625000 Penalty: 4168.062988
	Iteration 33Q: 3 clusters Score -431534.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -431535.531250 Penalty: 4168.062988
	Iteration 34Q: 3 clusters Score -431535.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -431538.093750 Penalty: 4168.062988
	Iteration 35Q: 3 clusters Score -431538.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -431542.687500 Penalty: 4168.062988
	Iteration 36Q: 3 clusters Score -431542.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -431550.562500 Penalty: 4168.062988
	Iteration 37Q: 3 clusters Score -431550.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -431560.843750 Penalty: 4168.062988
	Iteration 38Q: 3 clusters Score -431560.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -431568.250000 Penalty: 4168.062988
	Iteration 39Q: 3 clusters Score -431568.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -431575.812500 Penalty: 4168.062988
	Iteration 40F: 3 clusters Score -431575.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -431586.250000 Penalty: 4168.062988
	Iteration 41Q: 3 clusters Score -431586.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -431593.437500 Penalty: 4168.062988
	Iteration 42Q: 3 clusters Score -431593.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -431597.593750 Penalty: 4168.062988
	Iteration 43Q: 3 clusters Score -431597.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -431600.593750 Penalty: 4168.062988
	Iteration 44Q: 3 clusters Score -431600.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -431604.656250 Penalty: 4168.062988
	Iteration 45Q: 3 clusters Score -431604.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -431611.343750 Penalty: 4168.062988
	Iteration 46Q: 3 clusters Score -431611.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -431619.562500 Penalty: 4168.062988
	Iteration 47Q: 3 clusters Score -431619.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -431623.375000 Penalty: 4168.062988
	Iteration 48Q: 3 clusters Score -431623.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -431624.000000 Penalty: 4168.062988
	Iteration 49Q: 3 clusters Score -431624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -431625.406250 Penalty: 4168.062988
	Iteration 50Q: 3 clusters Score -431625.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -431628.625000 Penalty: 4168.062988
	Iteration 51Q: 3 clusters Score -431628.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -431630.937500 Penalty: 4168.062988
	Iteration 52Q: 3 clusters Score -431630.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -431630.906250 Penalty: 4168.062988
	Iteration 53Q: 3 clusters Score -431630.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -431630.906250 Penalty: 4168.062988
	Iteration 54F: 3 clusters Score -431630.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (17625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Entering Unmasked Estep 
Score: -1928280.125000 Penalty: 2424.714355
	Iteration 0F: 2 clusters Score -1928280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1915700.625000 Penalty: 4849.428711
	Iteration 0F: 3 clusters Score -1915701 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1919726.750000 Penalty: 4849.428711
	Iteration 1F: 3 clusters Score -1919727 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1920171.625000 Penalty: 4849.428711
	Iteration 2F: 3 clusters Score -1920172 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1920550.500000 Penalty: 4849.428711
	Iteration 3F: 3 clusters Score -1920550 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1920936.500000 Penalty: 4849.428711
	Iteration 4Q: 3 clusters Score -1920936 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1921363.250000 Penalty: 4849.428711
	Iteration 5Q: 3 clusters Score -1921363 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1921866.500000 Penalty: 4849.428711
	Iteration 6F: 3 clusters Score -1921866 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1922425.625000 Penalty: 4849.428711
	Iteration 7F: 3 clusters Score -1922426 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1923063.125000 Penalty: 4849.428711
	Iteration 8F: 3 clusters Score -1923063 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1923693.625000 Penalty: 4849.428711
	Iteration 9F: 3 clusters Score -1923694 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1924246.375000 Penalty: 4849.428711
	Iteration 10Q: 3 clusters Score -1924246 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -1924644.750000 Penalty: 4849.428711
	Iteration 11Q: 3 clusters Score -1924645 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -1924984.000000 Penalty: 4849.428711
	Iteration 12Q: 3 clusters Score -1924984 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -1925264.375000 Penalty: 4849.428711
	Iteration 13Q: 3 clusters Score -1925264 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -1925494.250000 Penalty: 4849.428711
	Iteration 14Q: 3 clusters Score -1925494 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -1925654.375000 Penalty: 4849.428711
	Iteration 15Q: 3 clusters Score -1925654 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -1925778.125000 Penalty: 4849.428711
	Iteration 16Q: 3 clusters Score -1925778 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -1925881.625000 Penalty: 4849.428711
	Iteration 17Q: 3 clusters Score -1925882 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -1925954.000000 Penalty: 4849.428711
	Iteration 18Q: 3 clusters Score -1925954 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -1926015.875000 Penalty: 4849.428711
	Iteration 19Q: 3 clusters Score -1926016 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -1926062.875000 Penalty: 4849.428711
	Iteration 20F: 3 clusters Score -1926063 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -1926101.250000 Penalty: 4849.428711
	Iteration 21Q: 3 clusters Score -1926101 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -1926123.875000 Penalty: 4849.428711
	Iteration 22Q: 3 clusters Score -1926124 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -1926152.125000 Penalty: 4849.428711
	Iteration 23Q: 3 clusters Score -1926152 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -1926175.000000 Penalty: 4849.428711
	Iteration 24Q: 3 clusters Score -1926175 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -1926195.500000 Penalty: 4849.428711
	Iteration 25Q: 3 clusters Score -1926196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -1926219.750000 Penalty: 4849.428711
	Iteration 26Q: 3 clusters Score -1926220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -1926229.375000 Penalty: 4849.428711
	Iteration 27Q: 3 clusters Score -1926229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -1926240.875000 Penalty: 4849.428711
	Iteration 28Q: 3 clusters Score -1926241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -1926244.250000 Penalty: 4849.428711
	Iteration 29Q: 3 clusters Score -1926244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -1926247.750000 Penalty: 4849.428711
	Iteration 30Q: 3 clusters Score -1926248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -1926246.000000 Penalty: 4849.428711
	Iteration 31Q: 3 clusters Score -1926246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -1926248.125000 Penalty: 4849.428711
	Iteration 32Q: 3 clusters Score -1926248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -1926252.750000 Penalty: 4849.428711
	Iteration 33Q: 3 clusters Score -1926253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -1926253.875000 Penalty: 4849.428711
	Iteration 34Q: 3 clusters Score -1926254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -1926258.000000 Penalty: 4849.428711
	Iteration 35Q: 3 clusters Score -1926258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -1926261.000000 Penalty: 4849.428711
	Iteration 36Q: 3 clusters Score -1926261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -1926258.500000 Penalty: 4849.428711
	Iteration 37Q: 3 clusters Score -1926258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -1926258.750000 Penalty: 4849.428711
	Iteration 38Q: 3 clusters Score -1926259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -1926259.375000 Penalty: 4849.428711
	Iteration 39Q: 3 clusters Score -1926259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -1926259.875000 Penalty: 4849.428711
	Iteration 40F: 3 clusters Score -1926260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -1926260.375000 Penalty: 4849.428711
	Iteration 41Q: 3 clusters Score -1926260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -1926259.375000 Penalty: 4849.428711
	Iteration 42Q: 3 clusters Score -1926259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -1926261.750000 Penalty: 4849.428711
	Iteration 43Q: 3 clusters Score -1926262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -1926262.500000 Penalty: 4849.428711
	Iteration 44Q: 3 clusters Score -1926262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -1926266.000000 Penalty: 4849.428711
	Iteration 45Q: 3 clusters Score -1926266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -1926266.000000 Penalty: 4849.428711
	Iteration 46F: 3 clusters Score -1926266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -41236.675781 Penalty: 1505.542969
	Iteration 0F: 2 clusters Score -41236.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39779.031250 Penalty: 3011.085938
	Iteration 0F: 3 clusters Score -39779.03 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -39940.015625 Penalty: 3011.085938
	Iteration 1F: 3 clusters Score -39940.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -39999.796875 Penalty: 3011.085938
	Iteration 2F: 3 clusters Score -39999.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40014.480469 Penalty: 3011.085938
	Iteration 3Q: 3 clusters Score -40014.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40024.011719 Penalty: 3011.085938
	Iteration 4Q: 3 clusters Score -40024.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40027.921875 Penalty: 3011.085938
	Iteration 5Q: 3 clusters Score -40027.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40027.921875 Penalty: 3011.085938
	Iteration 6F: 3 clusters Score -40027.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (16465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Entering Unmasked Estep 
Score: -1796270.375000 Penalty: 2407.830078
	Iteration 0F: 2 clusters Score -1796270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1784545.875000 Penalty: 4815.660156
	Iteration 0F: 3 clusters Score -1784546 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1788407.000000 Penalty: 4815.660156
	Iteration 1F: 3 clusters Score -1788407 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1788805.250000 Penalty: 4815.660156
	Iteration 2F: 3 clusters Score -1788805 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1789146.375000 Penalty: 4815.660156
	Iteration 3F: 3 clusters Score -1789146 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1789404.000000 Penalty: 4815.660156
	Iteration 4Q: 3 clusters Score -1789404 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1789601.375000 Penalty: 4815.660156
	Iteration 5Q: 3 clusters Score -1789601 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1789761.750000 Penalty: 4815.660156
	Iteration 6Q: 3 clusters Score -1789762 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1789888.250000 Penalty: 4815.660156
	Iteration 7Q: 3 clusters Score -1789888 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1790012.000000 Penalty: 4815.660156
	Iteration 8Q: 3 clusters Score -1790012 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1790138.625000 Penalty: 4815.660156
	Iteration 9Q: 3 clusters Score -1790139 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1790268.375000 Penalty: 4815.660156
	Iteration 10Q: 3 clusters Score -1790268 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1790414.250000 Penalty: 4815.660156
	Iteration 11Q: 3 clusters Score -1790414 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1790597.500000 Penalty: 4815.660156
	Iteration 12Q: 3 clusters Score -1790598 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1790816.000000 Penalty: 4815.660156
	Iteration 13Q: 3 clusters Score -1790816 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1791082.250000 Penalty: 4815.660156
	Iteration 14Q: 3 clusters Score -1791082 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1791374.250000 Penalty: 4815.660156
	Iteration 15Q: 3 clusters Score -1791374 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1791726.250000 Penalty: 4815.660156
	Iteration 16Q: 3 clusters Score -1791726 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1792094.875000 Penalty: 4815.660156
	Iteration 17Q: 3 clusters Score -1792095 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1792483.875000 Penalty: 4815.660156
	Iteration 18Q: 3 clusters Score -1792484 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1792831.750000 Penalty: 4815.660156
	Iteration 19Q: 3 clusters Score -1792832 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1793135.250000 Penalty: 4815.660156
	Iteration 20F: 3 clusters Score -1793135 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -1793376.625000 Penalty: 4815.660156
	Iteration 21Q: 3 clusters Score -1793377 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -1793524.500000 Penalty: 4815.660156
	Iteration 22Q: 3 clusters Score -1793524 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -1793615.750000 Penalty: 4815.660156
	Iteration 23Q: 3 clusters Score -1793616 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -1793683.750000 Penalty: 4815.660156
	Iteration 24Q: 3 clusters Score -1793684 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -1793740.250000 Penalty: 4815.660156
	Iteration 25Q: 3 clusters Score -1793740 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -1793796.500000 Penalty: 4815.660156
	Iteration 26Q: 3 clusters Score -1793796 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -1793855.500000 Penalty: 4815.660156
	Iteration 27Q: 3 clusters Score -1793856 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -1793905.500000 Penalty: 4815.660156
	Iteration 28Q: 3 clusters Score -1793906 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -1793936.000000 Penalty: 4815.660156
	Iteration 29Q: 3 clusters Score -1793936 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -1793957.875000 Penalty: 4815.660156
	Iteration 30Q: 3 clusters Score -1793958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -1793978.000000 Penalty: 4815.660156
	Iteration 31Q: 3 clusters Score -1793978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -1793999.250000 Penalty: 4815.660156
	Iteration 32Q: 3 clusters Score -1793999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -1794008.375000 Penalty: 4815.660156
	Iteration 33Q: 3 clusters Score -1794008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -1794022.250000 Penalty: 4815.660156
	Iteration 34Q: 3 clusters Score -1794022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -1794034.500000 Penalty: 4815.660156
	Iteration 35Q: 3 clusters Score -1794034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -1794042.625000 Penalty: 4815.660156
	Iteration 36Q: 3 clusters Score -1794043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -1794047.000000 Penalty: 4815.660156
	Iteration 37Q: 3 clusters Score -1794047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -1794055.125000 Penalty: 4815.660156
	Iteration 38Q: 3 clusters Score -1794055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -1794066.375000 Penalty: 4815.660156
	Iteration 39Q: 3 clusters Score -1794066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -1794070.500000 Penalty: 4815.660156
	Iteration 40F: 3 clusters Score -1794070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -1794080.125000 Penalty: 4815.660156
	Iteration 41Q: 3 clusters Score -1794080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -1794092.125000 Penalty: 4815.660156
	Iteration 42Q: 3 clusters Score -1794092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -1794096.625000 Penalty: 4815.660156
	Iteration 43Q: 3 clusters Score -1794097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -1794109.875000 Penalty: 4815.660156
	Iteration 44Q: 3 clusters Score -1794110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -1794120.250000 Penalty: 4815.660156
	Iteration 45Q: 3 clusters Score -1794120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -1794123.250000 Penalty: 4815.660156
	Iteration 46Q: 3 clusters Score -1794123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -1794125.750000 Penalty: 4815.660156
	Iteration 47Q: 3 clusters Score -1794126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -1794128.250000 Penalty: 4815.660156
	Iteration 48Q: 3 clusters Score -1794128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -1794129.000000 Penalty: 4815.660156
	Iteration 49Q: 3 clusters Score -1794129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -1794129.000000 Penalty: 4815.660156
	Iteration 50F: 3 clusters Score -1794129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Entering Unmasked Estep 
Score: -870009.625000 Penalty: 2249.798340
	Iteration 0F: 2 clusters Score -870009.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -863187.125000 Penalty: 4499.596680
	Iteration 0F: 3 clusters Score -863187.1 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -865129.687500 Penalty: 4499.596680
	Iteration 1F: 3 clusters Score -865129.7 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -865435.750000 Penalty: 4499.596680
	Iteration 2F: 3 clusters Score -865435.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -865697.625000 Penalty: 4499.596680
	Iteration 3F: 3 clusters Score -865697.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -865954.062500 Penalty: 4499.596680
	Iteration 4Q: 3 clusters Score -865954.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -866207.875000 Penalty: 4499.596680
	Iteration 5Q: 3 clusters Score -866207.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -866462.375000 Penalty: 4499.596680
	Iteration 6Q: 3 clusters Score -866462.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -866686.625000 Penalty: 4499.596680
	Iteration 7Q: 3 clusters Score -866686.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -866881.187500 Penalty: 4499.596680
	Iteration 8Q: 3 clusters Score -866881.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -867025.750000 Penalty: 4499.596680
	Iteration 9Q: 3 clusters Score -867025.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -867143.812500 Penalty: 4499.596680
	Iteration 10Q: 3 clusters Score -867143.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -867247.812500 Penalty: 4499.596680
	Iteration 11Q: 3 clusters Score -867247.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -867322.125000 Penalty: 4499.596680
	Iteration 12Q: 3 clusters Score -867322.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -867379.750000 Penalty: 4499.596680
	Iteration 13Q: 3 clusters Score -867379.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -867435.437500 Penalty: 4499.596680
	Iteration 14Q: 3 clusters Score -867435.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -867471.187500 Penalty: 4499.596680
	Iteration 15Q: 3 clusters Score -867471.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -867498.625000 Penalty: 4499.596680
	Iteration 16Q: 3 clusters Score -867498.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -867524.187500 Penalty: 4499.596680
	Iteration 17Q: 3 clusters Score -867524.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -867547.437500 Penalty: 4499.596680
	Iteration 18Q: 3 clusters Score -867547.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -867566.187500 Penalty: 4499.596680
	Iteration 19Q: 3 clusters Score -867566.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -867584.562500 Penalty: 4499.596680
	Iteration 20F: 3 clusters Score -867584.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -867600.812500 Penalty: 4499.596680
	Iteration 21Q: 3 clusters Score -867600.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -867618.562500 Penalty: 4499.596680
	Iteration 22Q: 3 clusters Score -867618.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -867633.500000 Penalty: 4499.596680
	Iteration 23Q: 3 clusters Score -867633.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -867645.750000 Penalty: 4499.596680
	Iteration 24Q: 3 clusters Score -867645.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -867658.000000 Penalty: 4499.596680
	Iteration 25Q: 3 clusters Score -867658 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -867664.000000 Penalty: 4499.596680
	Iteration 26Q: 3 clusters Score -867664 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -867677.250000 Penalty: 4499.596680
	Iteration 27Q: 3 clusters Score -867677.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -867694.312500 Penalty: 4499.596680
	Iteration 28Q: 3 clusters Score -867694.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -867712.062500 Penalty: 4499.596680
	Iteration 29Q: 3 clusters Score -867712.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -867722.375000 Penalty: 4499.596680
	Iteration 30Q: 3 clusters Score -867722.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -867734.875000 Penalty: 4499.596680
	Iteration 31Q: 3 clusters Score -867734.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -867744.187500 Penalty: 4499.596680
	Iteration 32Q: 3 clusters Score -867744.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -867757.875000 Penalty: 4499.596680
	Iteration 33Q: 3 clusters Score -867757.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -867767.437500 Penalty: 4499.596680
	Iteration 34Q: 3 clusters Score -867767.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -867774.062500 Penalty: 4499.596680
	Iteration 35Q: 3 clusters Score -867774.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -867782.250000 Penalty: 4499.596680
	Iteration 36Q: 3 clusters Score -867782.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -867790.750000 Penalty: 4499.596680
	Iteration 37Q: 3 clusters Score -867790.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -867799.937500 Penalty: 4499.596680
	Iteration 38Q: 3 clusters Score -867799.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -867807.937500 Penalty: 4499.596680
	Iteration 39Q: 3 clusters Score -867807.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -867816.250000 Penalty: 4499.596680
	Iteration 40F: 3 clusters Score -867816.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -867828.062500 Penalty: 4499.596680
	Iteration 41Q: 3 clusters Score -867828.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -867840.937500 Penalty: 4499.596680
	Iteration 42Q: 3 clusters Score -867840.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -867852.375000 Penalty: 4499.596680
	Iteration 43Q: 3 clusters Score -867852.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -867866.187500 Penalty: 4499.596680
	Iteration 44Q: 3 clusters Score -867866.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -867881.625000 Penalty: 4499.596680
	Iteration 45Q: 3 clusters Score -867881.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -867899.437500 Penalty: 4499.596680
	Iteration 46Q: 3 clusters Score -867899.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -867921.812500 Penalty: 4499.596680
	Iteration 47Q: 3 clusters Score -867921.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -867947.562500 Penalty: 4499.596680
	Iteration 48Q: 3 clusters Score -867947.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -867981.625000 Penalty: 4499.596680
	Iteration 49Q: 3 clusters Score -867981.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -868016.750000 Penalty: 4499.596680
	Iteration 50Q: 3 clusters Score -868016.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -868053.625000 Penalty: 4499.596680
	Iteration 51Q: 3 clusters Score -868053.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -868084.875000 Penalty: 4499.596680
	Iteration 52Q: 3 clusters Score -868084.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -868114.125000 Penalty: 4499.596680
	Iteration 53Q: 3 clusters Score -868114.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -868149.562500 Penalty: 4499.596680
	Iteration 54Q: 3 clusters Score -868149.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -868173.000000 Penalty: 4499.596680
	Iteration 55Q: 3 clusters Score -868173 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -868194.437500 Penalty: 4499.596680
	Iteration 56Q: 3 clusters Score -868194.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -868214.750000 Penalty: 4499.596680
	Iteration 57Q: 3 clusters Score -868214.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -868240.062500 Penalty: 4499.596680
	Iteration 58Q: 3 clusters Score -868240.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -868256.937500 Penalty: 4499.596680
	Iteration 59Q: 3 clusters Score -868256.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -868278.687500 Penalty: 4499.596680
	Iteration 60F: 3 clusters Score -868278.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -868301.500000 Penalty: 4499.596680
	Iteration 61Q: 3 clusters Score -868301.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -868321.875000 Penalty: 4499.596680
	Iteration 62Q: 3 clusters Score -868321.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -868339.625000 Penalty: 4499.596680
	Iteration 63Q: 3 clusters Score -868339.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -868354.812500 Penalty: 4499.596680
	Iteration 64Q: 3 clusters Score -868354.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -868364.312500 Penalty: 4499.596680
	Iteration 65Q: 3 clusters Score -868364.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -868372.750000 Penalty: 4499.596680
	Iteration 66Q: 3 clusters Score -868372.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -868382.187500 Penalty: 4499.596680
	Iteration 67Q: 3 clusters Score -868382.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -868391.375000 Penalty: 4499.596680
	Iteration 68Q: 3 clusters Score -868391.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -868393.937500 Penalty: 4499.596680
	Iteration 69Q: 3 clusters Score -868393.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -868401.812500 Penalty: 4499.596680
	Iteration 70Q: 3 clusters Score -868401.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -868412.312500 Penalty: 4499.596680
	Iteration 71Q: 3 clusters Score -868412.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -868420.062500 Penalty: 4499.596680
	Iteration 72Q: 3 clusters Score -868420.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -868426.000000 Penalty: 4499.596680
	Iteration 73Q: 3 clusters Score -868426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -868433.875000 Penalty: 4499.596680
	Iteration 74Q: 3 clusters Score -868433.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -868443.687500 Penalty: 4499.596680
	Iteration 75Q: 3 clusters Score -868443.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -868451.375000 Penalty: 4499.596680
	Iteration 76Q: 3 clusters Score -868451.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -868456.000000 Penalty: 4499.596680
	Iteration 77Q: 3 clusters Score -868456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -868458.125000 Penalty: 4499.596680
	Iteration 78Q: 3 clusters Score -868458.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -868458.562500 Penalty: 4499.596680
	Iteration 79Q: 3 clusters Score -868458.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -868460.312500 Penalty: 4499.596680
	Iteration 80F: 3 clusters Score -868460.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -868461.000000 Penalty: 4499.596680
	Iteration 81Q: 3 clusters Score -868461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -868461.437500 Penalty: 4499.596680
	Iteration 82Q: 3 clusters Score -868461.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -868461.187500 Penalty: 4499.596680
	Iteration 83Q: 3 clusters Score -868461.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -868463.250000 Penalty: 4499.596680
	Iteration 84Q: 3 clusters Score -868463.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -868462.000000 Penalty: 4499.596680
	Iteration 85Q: 3 clusters Score -868462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -868461.312500 Penalty: 4499.596680
	Iteration 86Q: 3 clusters Score -868461.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -868461.312500 Penalty: 4499.596680
	Iteration 87F: 3 clusters Score -868461.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Entering Unmasked Estep 
Score: -856008.750000 Penalty: 2225.736816
	Iteration 0F: 2 clusters Score -856008.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -849680.187500 Penalty: 4451.473633
	Iteration 0F: 3 clusters Score -849680.2 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -851324.500000 Penalty: 4451.473633
	Iteration 1F: 3 clusters Score -851324.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -851565.937500 Penalty: 4451.473633
	Iteration 2F: 3 clusters Score -851565.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -851724.812500 Penalty: 4451.473633
	Iteration 3Q: 3 clusters Score -851724.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -851861.125000 Penalty: 4451.473633
	Iteration 4Q: 3 clusters Score -851861.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -851967.312500 Penalty: 4451.473633
	Iteration 5Q: 3 clusters Score -851967.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -852058.687500 Penalty: 4451.473633
	Iteration 6Q: 3 clusters Score -852058.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -852143.000000 Penalty: 4451.473633
	Iteration 7Q: 3 clusters Score -852143 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -852244.375000 Penalty: 4451.473633
	Iteration 8Q: 3 clusters Score -852244.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -852342.375000 Penalty: 4451.473633
	Iteration 9Q: 3 clusters Score -852342.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -852443.437500 Penalty: 4451.473633
	Iteration 10Q: 3 clusters Score -852443.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -852552.250000 Penalty: 4451.473633
	Iteration 11Q: 3 clusters Score -852552.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -852654.750000 Penalty: 4451.473633
	Iteration 12Q: 3 clusters Score -852654.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -852774.562500 Penalty: 4451.473633
	Iteration 13Q: 3 clusters Score -852774.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -852907.437500 Penalty: 4451.473633
	Iteration 14Q: 3 clusters Score -852907.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -853046.187500 Penalty: 4451.473633
	Iteration 15Q: 3 clusters Score -853046.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -853162.000000 Penalty: 4451.473633
	Iteration 16Q: 3 clusters Score -853162 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -853251.437500 Penalty: 4451.473633
	Iteration 17Q: 3 clusters Score -853251.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -853326.375000 Penalty: 4451.473633
	Iteration 18Q: 3 clusters Score -853326.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -853394.812500 Penalty: 4451.473633
	Iteration 19Q: 3 clusters Score -853394.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -853457.750000 Penalty: 4451.473633
	Iteration 20F: 3 clusters Score -853457.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -853505.562500 Penalty: 4451.473633
	Iteration 21Q: 3 clusters Score -853505.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -853547.187500 Penalty: 4451.473633
	Iteration 22Q: 3 clusters Score -853547.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -853574.562500 Penalty: 4451.473633
	Iteration 23Q: 3 clusters Score -853574.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -853596.000000 Penalty: 4451.473633
	Iteration 24Q: 3 clusters Score -853596 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -853615.312500 Penalty: 4451.473633
	Iteration 25Q: 3 clusters Score -853615.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -853636.062500 Penalty: 4451.473633
	Iteration 26Q: 3 clusters Score -853636.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -853664.625000 Penalty: 4451.473633
	Iteration 27Q: 3 clusters Score -853664.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -853687.187500 Penalty: 4451.473633
	Iteration 28Q: 3 clusters Score -853687.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -853701.625000 Penalty: 4451.473633
	Iteration 29Q: 3 clusters Score -853701.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -853716.687500 Penalty: 4451.473633
	Iteration 30Q: 3 clusters Score -853716.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -853726.500000 Penalty: 4451.473633
	Iteration 31Q: 3 clusters Score -853726.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -853735.812500 Penalty: 4451.473633
	Iteration 32Q: 3 clusters Score -853735.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -853743.125000 Penalty: 4451.473633
	Iteration 33Q: 3 clusters Score -853743.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -853747.062500 Penalty: 4451.473633
	Iteration 34Q: 3 clusters Score -853747.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -853753.937500 Penalty: 4451.473633
	Iteration 35Q: 3 clusters Score -853753.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -853756.562500 Penalty: 4451.473633
	Iteration 36Q: 3 clusters Score -853756.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -853763.625000 Penalty: 4451.473633
	Iteration 37Q: 3 clusters Score -853763.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -853767.312500 Penalty: 4451.473633
	Iteration 38Q: 3 clusters Score -853767.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -853768.937500 Penalty: 4451.473633
	Iteration 39Q: 3 clusters Score -853768.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -853772.187500 Penalty: 4451.473633
	Iteration 40F: 3 clusters Score -853772.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -853773.250000 Penalty: 4451.473633
	Iteration 41Q: 3 clusters Score -853773.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -853775.500000 Penalty: 4451.473633
	Iteration 42Q: 3 clusters Score -853775.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -853774.937500 Penalty: 4451.473633
	Iteration 43Q: 3 clusters Score -853774.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -853775.187500 Penalty: 4451.473633
	Iteration 44Q: 3 clusters Score -853775.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -853775.375000 Penalty: 4451.473633
	Iteration 45Q: 3 clusters Score -853775.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -853778.562500 Penalty: 4451.473633
	Iteration 46Q: 3 clusters Score -853778.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -853777.500000 Penalty: 4451.473633
	Iteration 47Q: 3 clusters Score -853777.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -853777.375000 Penalty: 4451.473633
	Iteration 48Q: 3 clusters Score -853777.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -853778.937500 Penalty: 4451.473633
	Iteration 49Q: 3 clusters Score -853778.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -853780.562500 Penalty: 4451.473633
	Iteration 50Q: 3 clusters Score -853780.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -853781.250000 Penalty: 4451.473633
	Iteration 51Q: 3 clusters Score -853781.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -853783.125000 Penalty: 4451.473633
	Iteration 52Q: 3 clusters Score -853783.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -853784.250000 Penalty: 4451.473633
	Iteration 53Q: 3 clusters Score -853784.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -853785.062500 Penalty: 4451.473633
	Iteration 54Q: 3 clusters Score -853785.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -853787.375000 Penalty: 4451.473633
	Iteration 55Q: 3 clusters Score -853787.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -853787.500000 Penalty: 4451.473633
	Iteration 56Q: 3 clusters Score -853787.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -853788.687500 Penalty: 4451.473633
	Iteration 57Q: 3 clusters Score -853788.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -853790.250000 Penalty: 4451.473633
	Iteration 58Q: 3 clusters Score -853790.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -853792.375000 Penalty: 4451.473633
	Iteration 59Q: 3 clusters Score -853792.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -853791.562500 Penalty: 4451.473633
	Iteration 60F: 3 clusters Score -853791.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -853791.125000 Penalty: 4451.473633
	Iteration 61Q: 3 clusters Score -853791.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -853791.125000 Penalty: 4451.473633
	Iteration 62Q: 3 clusters Score -853791.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -853791.812500 Penalty: 4451.473633
	Iteration 63Q: 3 clusters Score -853791.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -853791.437500 Penalty: 4451.473633
	Iteration 64Q: 3 clusters Score -853791.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -853792.875000 Penalty: 4451.473633
	Iteration 65Q: 3 clusters Score -853792.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -853792.062500 Penalty: 4451.473633
	Iteration 66Q: 3 clusters Score -853792.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -853792.687500 Penalty: 4451.473633
	Iteration 67Q: 3 clusters Score -853792.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -853793.125000 Penalty: 4451.473633
	Iteration 68Q: 3 clusters Score -853793.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -853793.937500 Penalty: 4451.473633
	Iteration 69Q: 3 clusters Score -853793.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -853793.625000 Penalty: 4451.473633
	Iteration 70Q: 3 clusters Score -853793.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -853795.687500 Penalty: 4451.473633
	Iteration 71Q: 3 clusters Score -853795.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -853794.937500 Penalty: 4451.473633
	Iteration 72Q: 3 clusters Score -853794.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -853794.937500 Penalty: 4451.473633
	Iteration 73F: 3 clusters Score -853794.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -41167.320312 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -41167.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -39729.425781 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -39729.43 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40105.394531 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -40105.39 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -40285.371094 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -40285.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40384.132812 Penalty: 3060.126709
	Iteration 3F: 3 clusters Score -40384.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40413.066406 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -40413.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40451.312500 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -40451.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40478.406250 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -40478.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40488.914062 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -40488.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40492.289062 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -40492.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40493.582031 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -40493.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40493.582031 Penalty: 3060.126709
	Iteration 10F: 3 clusters Score -40493.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (90325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90325 members 
Entering Unmasked Estep 
Score: -9846989.000000 Penalty: 2829.970215
	Iteration 0F: 2 clusters Score -9846989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 45276 members 
Entering Unmasked Estep 
Score: -9786536.000000 Penalty: 5659.940430
	Iteration 0F: 3 clusters Score -9786536 nChanged 42566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 47102 members 
Entering Unmasked Estep 
Score: -9810845.000000 Penalty: 5659.940430
	Iteration 1F: 3 clusters Score -9810845 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 48162 members 
Entering Unmasked Estep 
Score: -9811515.000000 Penalty: 5659.940430
	Iteration 2Q: 3 clusters Score -9811515 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 49797 members 
Entering Unmasked Estep 
Score: -9812461.000000 Penalty: 5659.940430
	Iteration 3Q: 3 clusters Score -9812461 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 52124 members 
Entering Unmasked Estep 
Score: -9813719.000000 Penalty: 5659.940430
	Iteration 4Q: 3 clusters Score -9813719 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 55454 members 
Entering Unmasked Estep 
Score: -9815722.000000 Penalty: 5659.940430
	Iteration 5Q: 3 clusters Score -9815722 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 59992 members 
Entering Unmasked Estep 
Score: -9819039.000000 Penalty: 5659.940430
	Iteration 6F: 3 clusters Score -9819039 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 65724 members 
Entering Unmasked Estep 
Score: -9823815.000000 Penalty: 5659.940430
	Iteration 7F: 3 clusters Score -9823815 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 71942 members 
Entering Unmasked Estep 
Score: -9829576.000000 Penalty: 5659.940430
	Iteration 8F: 3 clusters Score -9829576 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 77371 members 
Entering Unmasked Estep 
Score: -9834883.000000 Penalty: 5659.940430
	Iteration 9F: 3 clusters Score -9834883 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 81308 members 
Entering Unmasked Estep 
Score: -9838503.000000 Penalty: 5659.940430
	Iteration 10Q: 3 clusters Score -9838503 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 83915 members 
Entering Unmasked Estep 
Score: -9840647.000000 Penalty: 5659.940430
	Iteration 11Q: 3 clusters Score -9840647 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 85672 members 
Entering Unmasked Estep 
Score: -9841954.000000 Penalty: 5659.940430
	Iteration 12Q: 3 clusters Score -9841954 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 86926 members 
Entering Unmasked Estep 
Score: -9842850.000000 Penalty: 5659.940430
	Iteration 13Q: 3 clusters Score -9842850 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 87778 members 
Entering Unmasked Estep 
Score: -9843450.000000 Penalty: 5659.940430
	Iteration 14Q: 3 clusters Score -9843450 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 88365 members 
Entering Unmasked Estep 
Score: -9843842.000000 Penalty: 5659.940430
	Iteration 15Q: 3 clusters Score -9843842 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 88722 members 
Entering Unmasked Estep 
Score: -9844071.000000 Penalty: 5659.940430
	Iteration 16Q: 3 clusters Score -9844071 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 88958 members 
Entering Unmasked Estep 
Score: -9844215.000000 Penalty: 5659.940430
	Iteration 17Q: 3 clusters Score -9844215 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 89131 members 
Entering Unmasked Estep 
Score: -9844339.000000 Penalty: 5659.940430
	Iteration 18Q: 3 clusters Score -9844339 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 89245 members 
Entering Unmasked Estep 
Score: -9844404.000000 Penalty: 5659.940430
	Iteration 19Q: 3 clusters Score -9844404 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 89318 members 
Entering Unmasked Estep 
Score: -9844474.000000 Penalty: 5659.940430
	Iteration 20F: 3 clusters Score -9844474 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 89380 members 
Entering Unmasked Estep 
Score: -9844516.000000 Penalty: 5659.940430
	Iteration 21Q: 3 clusters Score -9844516 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 89420 members 
Entering Unmasked Estep 
Score: -9844544.000000 Penalty: 5659.940430
	Iteration 22Q: 3 clusters Score -9844544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 89447 members 
Entering Unmasked Estep 
Score: -9844551.000000 Penalty: 5659.940430
	Iteration 23Q: 3 clusters Score -9844551 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 89463 members 
Entering Unmasked Estep 
Score: -9844576.000000 Penalty: 5659.940430
	Iteration 24Q: 3 clusters Score -9844576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 89486 members 
Entering Unmasked Estep 
Score: -9844594.000000 Penalty: 5659.940430
	Iteration 25Q: 3 clusters Score -9844594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 89496 members 
Entering Unmasked Estep 
Score: -9844587.000000 Penalty: 5659.940430
	Iteration 26Q: 3 clusters Score -9844587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 89502 members 
Entering Unmasked Estep 
Score: -9844594.000000 Penalty: 5659.940430
	Iteration 27Q: 3 clusters Score -9844594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 89507 members 
Entering Unmasked Estep 
Score: -9844595.000000 Penalty: 5659.940430
	Iteration 28Q: 3 clusters Score -9844595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 89512 members 
Entering Unmasked Estep 
Score: -9844590.000000 Penalty: 5659.940430
	Iteration 29Q: 3 clusters Score -9844590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 89513 members 
Entering Unmasked Estep 
Score: -9844597.000000 Penalty: 5659.940430
	Iteration 30Q: 3 clusters Score -9844597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 89517 members 
Entering Unmasked Estep 
Score: -9844605.000000 Penalty: 5659.940430
	Iteration 31Q: 3 clusters Score -9844605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 89524 members 
Entering Unmasked Estep 
Score: -9844610.000000 Penalty: 5659.940430
	Iteration 32Q: 3 clusters Score -9844610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 89531 members 
Entering Unmasked Estep 
Score: -9844611.000000 Penalty: 5659.940430
	Iteration 33Q: 3 clusters Score -9844611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 89539 members 
Entering Unmasked Estep 
Score: -9844597.000000 Penalty: 5659.940430
	Iteration 34Q: 3 clusters Score -9844597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 89547 members 
Entering Unmasked Estep 
Score: -9844609.000000 Penalty: 5659.940430
	Iteration 35Q: 3 clusters Score -9844609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 89549 members 
Entering Unmasked Estep 
Score: -9844612.000000 Penalty: 5659.940430
	Iteration 36Q: 3 clusters Score -9844612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 89551 members 
Entering Unmasked Estep 
Score: -9844617.000000 Penalty: 5659.940430
	Iteration 37Q: 3 clusters Score -9844617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 89552 members 
Entering Unmasked Estep 
Score: -9844612.000000 Penalty: 5659.940430
	Iteration 38Q: 3 clusters Score -9844612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 89552 members 
Entering Unmasked Estep 
Score: -9844612.000000 Penalty: 5659.940430
	Iteration 39F: 3 clusters Score -9844612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (13632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Entering Unmasked Estep 
Score: -1504309.500000 Penalty: 2361.003418
	Iteration 0F: 2 clusters Score -1504310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1494345.000000 Penalty: 4722.006836
	Iteration 0F: 3 clusters Score -1494345 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1497521.500000 Penalty: 4722.006836
	Iteration 1F: 3 clusters Score -1497522 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1497845.125000 Penalty: 4722.006836
	Iteration 2F: 3 clusters Score -1497845 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1498065.500000 Penalty: 4722.006836
	Iteration 3Q: 3 clusters Score -1498066 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1498226.500000 Penalty: 4722.006836
	Iteration 4Q: 3 clusters Score -1498226 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1498372.375000 Penalty: 4722.006836
	Iteration 5Q: 3 clusters Score -1498372 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1498507.375000 Penalty: 4722.006836
	Iteration 6Q: 3 clusters Score -1498507 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1498631.000000 Penalty: 4722.006836
	Iteration 7Q: 3 clusters Score -1498631 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1498734.375000 Penalty: 4722.006836
	Iteration 8Q: 3 clusters Score -1498734 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1498826.375000 Penalty: 4722.006836
	Iteration 9Q: 3 clusters Score -1498826 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1498907.625000 Penalty: 4722.006836
	Iteration 10Q: 3 clusters Score -1498908 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1498982.000000 Penalty: 4722.006836
	Iteration 11Q: 3 clusters Score -1498982 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1499077.875000 Penalty: 4722.006836
	Iteration 12Q: 3 clusters Score -1499078 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1499173.750000 Penalty: 4722.006836
	Iteration 13Q: 3 clusters Score -1499174 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1499271.875000 Penalty: 4722.006836
	Iteration 14Q: 3 clusters Score -1499272 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1499356.750000 Penalty: 4722.006836
	Iteration 15Q: 3 clusters Score -1499357 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1499438.750000 Penalty: 4722.006836
	Iteration 16Q: 3 clusters Score -1499439 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1499514.750000 Penalty: 4722.006836
	Iteration 17Q: 3 clusters Score -1499515 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1499587.375000 Penalty: 4722.006836
	Iteration 18Q: 3 clusters Score -1499587 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1499655.000000 Penalty: 4722.006836
	Iteration 19Q: 3 clusters Score -1499655 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1499731.750000 Penalty: 4722.006836
	Iteration 20F: 3 clusters Score -1499732 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1499813.000000 Penalty: 4722.006836
	Iteration 21Q: 3 clusters Score -1499813 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1499876.500000 Penalty: 4722.006836
	Iteration 22Q: 3 clusters Score -1499876 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1499941.625000 Penalty: 4722.006836
	Iteration 23Q: 3 clusters Score -1499942 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1500020.125000 Penalty: 4722.006836
	Iteration 24Q: 3 clusters Score -1500020 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1500097.625000 Penalty: 4722.006836
	Iteration 25Q: 3 clusters Score -1500098 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1500193.250000 Penalty: 4722.006836
	Iteration 26Q: 3 clusters Score -1500193 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1500283.375000 Penalty: 4722.006836
	Iteration 27Q: 3 clusters Score -1500283 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1500382.500000 Penalty: 4722.006836
	Iteration 28Q: 3 clusters Score -1500382 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1500491.250000 Penalty: 4722.006836
	Iteration 29Q: 3 clusters Score -1500491 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1500600.750000 Penalty: 4722.006836
	Iteration 30Q: 3 clusters Score -1500601 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1500721.375000 Penalty: 4722.006836
	Iteration 31Q: 3 clusters Score -1500721 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1500864.750000 Penalty: 4722.006836
	Iteration 32Q: 3 clusters Score -1500865 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1501015.000000 Penalty: 4722.006836
	Iteration 33Q: 3 clusters Score -1501015 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1501131.875000 Penalty: 4722.006836
	Iteration 34Q: 3 clusters Score -1501132 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1501250.625000 Penalty: 4722.006836
	Iteration 35Q: 3 clusters Score -1501251 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1501337.125000 Penalty: 4722.006836
	Iteration 36Q: 3 clusters Score -1501337 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1501439.000000 Penalty: 4722.006836
	Iteration 37Q: 3 clusters Score -1501439 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1501553.875000 Penalty: 4722.006836
	Iteration 38Q: 3 clusters Score -1501554 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1501658.750000 Penalty: 4722.006836
	Iteration 39Q: 3 clusters Score -1501659 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1501744.375000 Penalty: 4722.006836
	Iteration 40F: 3 clusters Score -1501744 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1501820.500000 Penalty: 4722.006836
	Iteration 41Q: 3 clusters Score -1501820 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1501898.750000 Penalty: 4722.006836
	Iteration 42Q: 3 clusters Score -1501899 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1501957.000000 Penalty: 4722.006836
	Iteration 43Q: 3 clusters Score -1501957 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1502008.625000 Penalty: 4722.006836
	Iteration 44Q: 3 clusters Score -1502009 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1502048.375000 Penalty: 4722.006836
	Iteration 45Q: 3 clusters Score -1502048 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1502070.625000 Penalty: 4722.006836
	Iteration 46Q: 3 clusters Score -1502071 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1502084.375000 Penalty: 4722.006836
	Iteration 47Q: 3 clusters Score -1502084 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1502105.875000 Penalty: 4722.006836
	Iteration 48Q: 3 clusters Score -1502106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1502119.500000 Penalty: 4722.006836
	Iteration 49Q: 3 clusters Score -1502120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1502134.750000 Penalty: 4722.006836
	Iteration 50Q: 3 clusters Score -1502135 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1502147.500000 Penalty: 4722.006836
	Iteration 51Q: 3 clusters Score -1502148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1502160.375000 Penalty: 4722.006836
	Iteration 52Q: 3 clusters Score -1502160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1502168.375000 Penalty: 4722.006836
	Iteration 53Q: 3 clusters Score -1502168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1502179.500000 Penalty: 4722.006836
	Iteration 54Q: 3 clusters Score -1502180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1502183.500000 Penalty: 4722.006836
	Iteration 55Q: 3 clusters Score -1502184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1502199.250000 Penalty: 4722.006836
	Iteration 56Q: 3 clusters Score -1502199 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1502215.000000 Penalty: 4722.006836
	Iteration 57Q: 3 clusters Score -1502215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1502223.250000 Penalty: 4722.006836
	Iteration 58Q: 3 clusters Score -1502223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1502239.375000 Penalty: 4722.006836
	Iteration 59Q: 3 clusters Score -1502239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1502250.250000 Penalty: 4722.006836
	Iteration 60F: 3 clusters Score -1502250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1502253.250000 Penalty: 4722.006836
	Iteration 61Q: 3 clusters Score -1502253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1502262.625000 Penalty: 4722.006836
	Iteration 62Q: 3 clusters Score -1502263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1502275.625000 Penalty: 4722.006836
	Iteration 63Q: 3 clusters Score -1502276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1502277.750000 Penalty: 4722.006836
	Iteration 64Q: 3 clusters Score -1502278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1502286.625000 Penalty: 4722.006836
	Iteration 65Q: 3 clusters Score -1502287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1502295.000000 Penalty: 4722.006836
	Iteration 66Q: 3 clusters Score -1502295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1502302.000000 Penalty: 4722.006836
	Iteration 67Q: 3 clusters Score -1502302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1502305.000000 Penalty: 4722.006836
	Iteration 68Q: 3 clusters Score -1502305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1502306.625000 Penalty: 4722.006836
	Iteration 69Q: 3 clusters Score -1502307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1502308.125000 Penalty: 4722.006836
	Iteration 70Q: 3 clusters Score -1502308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1502308.750000 Penalty: 4722.006836
	Iteration 71Q: 3 clusters Score -1502309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1502308.750000 Penalty: 4722.006836
	Iteration 72F: 3 clusters Score -1502309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -163343.906250 Penalty: 1830.921143
	Iteration 0F: 2 clusters Score -163343.9 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: -160980.687500 Penalty: 3661.842285
	Iteration 0F: 3 clusters Score -160980.7 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -161412.328125 Penalty: 3661.842285
	Iteration 1F: 3 clusters Score -161412.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -161524.015625 Penalty: 3661.842285
	Iteration 2F: 3 clusters Score -161524 nChanged 57
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: -161579.390625 Penalty: 3661.842285
	Iteration 3Q: 3 clusters Score -161579.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -161613.375000 Penalty: 3661.842285
	Iteration 4Q: 3 clusters Score -161613.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -161645.562500 Penalty: 3661.842285
	Iteration 5Q: 3 clusters Score -161645.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -161674.718750 Penalty: 3661.842285
	Iteration 6Q: 3 clusters Score -161674.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -161700.093750 Penalty: 3661.842285
	Iteration 7Q: 3 clusters Score -161700.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -161729.312500 Penalty: 3661.842285
	Iteration 8Q: 3 clusters Score -161729.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -161750.875000 Penalty: 3661.842285
	Iteration 9Q: 3 clusters Score -161750.9 nChanged 21
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: -161768.843750 Penalty: 3661.842285
	Iteration 10Q: 3 clusters Score -161768.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -161783.328125 Penalty: 3661.842285
	Iteration 11Q: 3 clusters Score -161783.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -161793.968750 Penalty: 3661.842285
	Iteration 12Q: 3 clusters Score -161794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -161806.937500 Penalty: 3661.842285
	Iteration 13Q: 3 clusters Score -161806.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -161816.062500 Penalty: 3661.842285
	Iteration 14Q: 3 clusters Score -161816.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -161825.890625 Penalty: 3661.842285
	Iteration 15Q: 3 clusters Score -161825.9 nChanged 11
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: -161838.906250 Penalty: 3661.842285
	Iteration 16Q: 3 clusters Score -161838.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -161856.296875 Penalty: 3661.842285
	Iteration 17Q: 3 clusters Score -161856.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -161872.015625 Penalty: 3661.842285
	Iteration 18Q: 3 clusters Score -161872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -161882.187500 Penalty: 3661.842285
	Iteration 19Q: 3 clusters Score -161882.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -161890.500000 Penalty: 3661.842285
	Iteration 20F: 3 clusters Score -161890.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -161905.734375 Penalty: 3661.842285
	Iteration 21Q: 3 clusters Score -161905.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -161915.546875 Penalty: 3661.842285
	Iteration 22Q: 3 clusters Score -161915.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -161922.890625 Penalty: 3661.842285
	Iteration 23Q: 3 clusters Score -161922.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -161929.546875 Penalty: 3661.842285
	Iteration 24Q: 3 clusters Score -161929.5 nChanged 5
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: -161932.421875 Penalty: 3661.842285
	Iteration 25Q: 3 clusters Score -161932.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -161938.484375 Penalty: 3661.842285
	Iteration 26Q: 3 clusters Score -161938.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -161940.703125 Penalty: 3661.842285
	Iteration 27Q: 3 clusters Score -161940.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -161941.093750 Penalty: 3661.842285
	Iteration 28Q: 3 clusters Score -161941.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -161941.093750 Penalty: 3661.842285
	Iteration 29F: 3 clusters Score -161941.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Entering Unmasked Estep 
Score: -648941.000000 Penalty: 2180.702881
	Iteration 0F: 2 clusters Score -648941 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 3250 members 
Entering Unmasked Estep 
Score: -643423.750000 Penalty: 4361.405762
	Iteration 0F: 3 clusters Score -643423.8 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -645136.250000 Penalty: 4361.405762
	Iteration 1F: 3 clusters Score -645136.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -645716.062500 Penalty: 4361.405762
	Iteration 2F: 3 clusters Score -645716.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -646242.187500 Penalty: 4361.405762
	Iteration 3F: 3 clusters Score -646242.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -646609.187500 Penalty: 4361.405762
	Iteration 4F: 3 clusters Score -646609.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -646863.062500 Penalty: 4361.405762
	Iteration 5F: 3 clusters Score -646863.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -647100.812500 Penalty: 4361.405762
	Iteration 6Q: 3 clusters Score -647100.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -647278.937500 Penalty: 4361.405762
	Iteration 7Q: 3 clusters Score -647278.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -647414.500000 Penalty: 4361.405762
	Iteration 8Q: 3 clusters Score -647414.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -647515.250000 Penalty: 4361.405762
	Iteration 9Q: 3 clusters Score -647515.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -647580.750000 Penalty: 4361.405762
	Iteration 10Q: 3 clusters Score -647580.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -647644.250000 Penalty: 4361.405762
	Iteration 11Q: 3 clusters Score -647644.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -647706.312500 Penalty: 4361.405762
	Iteration 12Q: 3 clusters Score -647706.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -647761.625000 Penalty: 4361.405762
	Iteration 13Q: 3 clusters Score -647761.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -647813.812500 Penalty: 4361.405762
	Iteration 14Q: 3 clusters Score -647813.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -647861.375000 Penalty: 4361.405762
	Iteration 15Q: 3 clusters Score -647861.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -647899.937500 Penalty: 4361.405762
	Iteration 16Q: 3 clusters Score -647899.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -647932.312500 Penalty: 4361.405762
	Iteration 17Q: 3 clusters Score -647932.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -647962.000000 Penalty: 4361.405762
	Iteration 18Q: 3 clusters Score -647962 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -647983.875000 Penalty: 4361.405762
	Iteration 19Q: 3 clusters Score -647983.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -648006.375000 Penalty: 4361.405762
	Iteration 20F: 3 clusters Score -648006.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -648018.187500 Penalty: 4361.405762
	Iteration 21Q: 3 clusters Score -648018.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -648033.312500 Penalty: 4361.405762
	Iteration 22Q: 3 clusters Score -648033.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -648050.750000 Penalty: 4361.405762
	Iteration 23Q: 3 clusters Score -648050.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -648070.125000 Penalty: 4361.405762
	Iteration 24Q: 3 clusters Score -648070.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -648090.250000 Penalty: 4361.405762
	Iteration 25Q: 3 clusters Score -648090.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -648106.562500 Penalty: 4361.405762
	Iteration 26Q: 3 clusters Score -648106.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -648119.250000 Penalty: 4361.405762
	Iteration 27Q: 3 clusters Score -648119.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -648130.687500 Penalty: 4361.405762
	Iteration 28Q: 3 clusters Score -648130.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -648145.062500 Penalty: 4361.405762
	Iteration 29Q: 3 clusters Score -648145.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -648159.812500 Penalty: 4361.405762
	Iteration 30Q: 3 clusters Score -648159.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -648176.812500 Penalty: 4361.405762
	Iteration 31Q: 3 clusters Score -648176.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -648193.187500 Penalty: 4361.405762
	Iteration 32Q: 3 clusters Score -648193.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -648209.687500 Penalty: 4361.405762
	Iteration 33Q: 3 clusters Score -648209.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -648228.187500 Penalty: 4361.405762
	Iteration 34Q: 3 clusters Score -648228.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -648251.750000 Penalty: 4361.405762
	Iteration 35Q: 3 clusters Score -648251.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -648271.000000 Penalty: 4361.405762
	Iteration 36Q: 3 clusters Score -648271 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -648290.062500 Penalty: 4361.405762
	Iteration 37Q: 3 clusters Score -648290.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -648303.875000 Penalty: 4361.405762
	Iteration 38Q: 3 clusters Score -648303.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -648319.250000 Penalty: 4361.405762
	Iteration 39Q: 3 clusters Score -648319.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -648335.687500 Penalty: 4361.405762
	Iteration 40F: 3 clusters Score -648335.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -648349.437500 Penalty: 4361.405762
	Iteration 41Q: 3 clusters Score -648349.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -648357.750000 Penalty: 4361.405762
	Iteration 42Q: 3 clusters Score -648357.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -648368.000000 Penalty: 4361.405762
	Iteration 43Q: 3 clusters Score -648368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -648374.812500 Penalty: 4361.405762
	Iteration 44Q: 3 clusters Score -648374.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -648377.437500 Penalty: 4361.405762
	Iteration 45Q: 3 clusters Score -648377.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -648382.187500 Penalty: 4361.405762
	Iteration 46Q: 3 clusters Score -648382.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -648387.750000 Penalty: 4361.405762
	Iteration 47Q: 3 clusters Score -648387.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -648393.500000 Penalty: 4361.405762
	Iteration 48Q: 3 clusters Score -648393.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -648400.125000 Penalty: 4361.405762
	Iteration 49Q: 3 clusters Score -648400.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -648404.437500 Penalty: 4361.405762
	Iteration 50Q: 3 clusters Score -648404.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -648409.000000 Penalty: 4361.405762
	Iteration 51Q: 3 clusters Score -648409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -648413.625000 Penalty: 4361.405762
	Iteration 52Q: 3 clusters Score -648413.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -648416.187500 Penalty: 4361.405762
	Iteration 53Q: 3 clusters Score -648416.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -648417.000000 Penalty: 4361.405762
	Iteration 54Q: 3 clusters Score -648417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -648420.000000 Penalty: 4361.405762
	Iteration 55Q: 3 clusters Score -648420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -648423.125000 Penalty: 4361.405762
	Iteration 56Q: 3 clusters Score -648423.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -648426.500000 Penalty: 4361.405762
	Iteration 57Q: 3 clusters Score -648426.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -648426.375000 Penalty: 4361.405762
	Iteration 58Q: 3 clusters Score -648426.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -648428.187500 Penalty: 4361.405762
	Iteration 59Q: 3 clusters Score -648428.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -648427.500000 Penalty: 4361.405762
	Iteration 60F: 3 clusters Score -648427.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -590398.312500 Penalty: 2131.533691
	Iteration 0F: 2 clusters Score -590398.3 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 2748 members 
Entering Unmasked Estep 
Score: -585613.187500 Penalty: 4263.067383
	Iteration 0F: 3 clusters Score -585613.2 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -586767.500000 Penalty: 4263.067383
	Iteration 1F: 3 clusters Score -586767.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -586983.562500 Penalty: 4263.067383
	Iteration 2F: 3 clusters Score -586983.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -587131.125000 Penalty: 4263.067383
	Iteration 3F: 3 clusters Score -587131.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -587242.312500 Penalty: 4263.067383
	Iteration 4Q: 3 clusters Score -587242.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -587333.937500 Penalty: 4263.067383
	Iteration 5Q: 3 clusters Score -587333.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -587411.312500 Penalty: 4263.067383
	Iteration 6Q: 3 clusters Score -587411.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -587489.187500 Penalty: 4263.067383
	Iteration 7Q: 3 clusters Score -587489.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -587566.812500 Penalty: 4263.067383
	Iteration 8Q: 3 clusters Score -587566.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -587637.250000 Penalty: 4263.067383
	Iteration 9Q: 3 clusters Score -587637.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -587695.250000 Penalty: 4263.067383
	Iteration 10Q: 3 clusters Score -587695.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -587749.625000 Penalty: 4263.067383
	Iteration 11Q: 3 clusters Score -587749.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -587797.562500 Penalty: 4263.067383
	Iteration 12Q: 3 clusters Score -587797.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -587839.750000 Penalty: 4263.067383
	Iteration 13Q: 3 clusters Score -587839.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -587876.625000 Penalty: 4263.067383
	Iteration 14Q: 3 clusters Score -587876.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -587914.437500 Penalty: 4263.067383
	Iteration 15Q: 3 clusters Score -587914.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -587954.562500 Penalty: 4263.067383
	Iteration 16Q: 3 clusters Score -587954.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -587995.062500 Penalty: 4263.067383
	Iteration 17Q: 3 clusters Score -587995.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -588032.687500 Penalty: 4263.067383
	Iteration 18Q: 3 clusters Score -588032.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -588073.562500 Penalty: 4263.067383
	Iteration 19Q: 3 clusters Score -588073.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -588116.000000 Penalty: 4263.067383
	Iteration 20F: 3 clusters Score -588116 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -588148.312500 Penalty: 4263.067383
	Iteration 21Q: 3 clusters Score -588148.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -588183.500000 Penalty: 4263.067383
	Iteration 22Q: 3 clusters Score -588183.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -588208.500000 Penalty: 4263.067383
	Iteration 23Q: 3 clusters Score -588208.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -588227.062500 Penalty: 4263.067383
	Iteration 24Q: 3 clusters Score -588227.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -588238.437500 Penalty: 4263.067383
	Iteration 25Q: 3 clusters Score -588238.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -588259.500000 Penalty: 4263.067383
	Iteration 26Q: 3 clusters Score -588259.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -588282.125000 Penalty: 4263.067383
	Iteration 27Q: 3 clusters Score -588282.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -588302.437500 Penalty: 4263.067383
	Iteration 28Q: 3 clusters Score -588302.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -588317.437500 Penalty: 4263.067383
	Iteration 29Q: 3 clusters Score -588317.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -588333.437500 Penalty: 4263.067383
	Iteration 30Q: 3 clusters Score -588333.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -588349.625000 Penalty: 4263.067383
	Iteration 31Q: 3 clusters Score -588349.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -588361.875000 Penalty: 4263.067383
	Iteration 32Q: 3 clusters Score -588361.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -588377.187500 Penalty: 4263.067383
	Iteration 33Q: 3 clusters Score -588377.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -588389.812500 Penalty: 4263.067383
	Iteration 34Q: 3 clusters Score -588389.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -588400.500000 Penalty: 4263.067383
	Iteration 35Q: 3 clusters Score -588400.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -588411.437500 Penalty: 4263.067383
	Iteration 36Q: 3 clusters Score -588411.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -588426.187500 Penalty: 4263.067383
	Iteration 37Q: 3 clusters Score -588426.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -588434.875000 Penalty: 4263.067383
	Iteration 38Q: 3 clusters Score -588434.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -588446.312500 Penalty: 4263.067383
	Iteration 39Q: 3 clusters Score -588446.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -588452.500000 Penalty: 4263.067383
	Iteration 40F: 3 clusters Score -588452.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -588462.812500 Penalty: 4263.067383
	Iteration 41Q: 3 clusters Score -588462.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -588473.687500 Penalty: 4263.067383
	Iteration 42Q: 3 clusters Score -588473.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -588478.187500 Penalty: 4263.067383
	Iteration 43Q: 3 clusters Score -588478.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -588479.812500 Penalty: 4263.067383
	Iteration 44Q: 3 clusters Score -588479.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -588484.812500 Penalty: 4263.067383
	Iteration 45Q: 3 clusters Score -588484.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -588485.750000 Penalty: 4263.067383
	Iteration 46Q: 3 clusters Score -588485.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -588486.500000 Penalty: 4263.067383
	Iteration 47Q: 3 clusters Score -588486.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -588487.937500 Penalty: 4263.067383
	Iteration 48Q: 3 clusters Score -588487.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -588487.750000 Penalty: 4263.067383
	Iteration 49Q: 3 clusters Score -588487.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -588487.937500 Penalty: 4263.067383
	Iteration 50Q: 3 clusters Score -588487.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -588488.875000 Penalty: 4263.067383
	Iteration 51Q: 3 clusters Score -588488.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -588491.750000 Penalty: 4263.067383
	Iteration 52Q: 3 clusters Score -588491.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -588498.062500 Penalty: 4263.067383
	Iteration 53Q: 3 clusters Score -588498.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -588503.812500 Penalty: 4263.067383
	Iteration 54Q: 3 clusters Score -588503.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -588515.062500 Penalty: 4263.067383
	Iteration 55Q: 3 clusters Score -588515.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -588518.562500 Penalty: 4263.067383
	Iteration 56Q: 3 clusters Score -588518.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -588519.875000 Penalty: 4263.067383
	Iteration 57Q: 3 clusters Score -588519.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -588521.375000 Penalty: 4263.067383
	Iteration 58Q: 3 clusters Score -588521.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -588522.125000 Penalty: 4263.067383
	Iteration 59Q: 3 clusters Score -588522.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -588524.125000 Penalty: 4263.067383
	Iteration 60F: 3 clusters Score -588524.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -588524.562500 Penalty: 4263.067383
	Iteration 61Q: 3 clusters Score -588524.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -588525.250000 Penalty: 4263.067383
	Iteration 62Q: 3 clusters Score -588525.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -588526.250000 Penalty: 4263.067383
	Iteration 63Q: 3 clusters Score -588526.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -588526.250000 Penalty: 4263.067383
	Iteration 64F: 3 clusters Score -588526.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Entering Unmasked Estep 
Score: -60127.808594 Penalty: 1614.544067
	Iteration 0F: 2 clusters Score -60127.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -58502.070312 Penalty: 3229.088135
	Iteration 0F: 3 clusters Score -58502.07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -58837.960938 Penalty: 3229.088135
	Iteration 1F: 3 clusters Score -58837.96 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -59048.941406 Penalty: 3229.088135
	Iteration 2F: 3 clusters Score -59048.94 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -59229.355469 Penalty: 3229.088135
	Iteration 3F: 3 clusters Score -59229.36 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -59449.949219 Penalty: 3229.088135
	Iteration 4F: 3 clusters Score -59449.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59671.722656 Penalty: 3229.088135
	Iteration 5Q: 3 clusters Score -59671.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -59971.777344 Penalty: 3229.088135
	Iteration 6Q: 3 clusters Score -59971.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -60003.324219 Penalty: 3229.088135
	Iteration 7Q: 3 clusters Score -60003.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -60015.292969 Penalty: 3229.088135
	Iteration 8Q: 3 clusters Score -60015.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -60026.367188 Penalty: 3229.088135
	Iteration 9Q: 3 clusters Score -60026.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -60039.996094 Penalty: 3229.088135
	Iteration 10Q: 3 clusters Score -60040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -60051.382812 Penalty: 3229.088135
	Iteration 11Q: 3 clusters Score -60051.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -60059.335938 Penalty: 3229.088135
	Iteration 12Q: 3 clusters Score -60059.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -60063.027344 Penalty: 3229.088135
	Iteration 13Q: 3 clusters Score -60063.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -60063.636719 Penalty: 3229.088135
	Iteration 14Q: 3 clusters Score -60063.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -60063.636719 Penalty: 3229.088135
	Iteration 15F: 3 clusters Score -60063.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (34027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Entering Unmasked Estep 
Score: -3416235.250000 Penalty: 2587.857666
	Iteration 0F: 2 clusters Score -3416235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -3392894.500000 Penalty: 5175.715332
	Iteration 0F: 3 clusters Score -3392894 nChanged 15547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -3401266.750000 Penalty: 5175.715332
	Iteration 1F: 3 clusters Score -3401267 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -3401852.750000 Penalty: 5175.715332
	Iteration 2Q: 3 clusters Score -3401853 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -3402454.500000 Penalty: 5175.715332
	Iteration 3Q: 3 clusters Score -3402454 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -3403057.500000 Penalty: 5175.715332
	Iteration 4Q: 3 clusters Score -3403058 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -3403639.250000 Penalty: 5175.715332
	Iteration 5Q: 3 clusters Score -3403639 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -3404175.500000 Penalty: 5175.715332
	Iteration 6Q: 3 clusters Score -3404176 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -3404775.000000 Penalty: 5175.715332
	Iteration 7Q: 3 clusters Score -3404775 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -3405376.500000 Penalty: 5175.715332
	Iteration 8Q: 3 clusters Score -3405376 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -3405994.250000 Penalty: 5175.715332
	Iteration 9Q: 3 clusters Score -3405994 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -3406557.000000 Penalty: 5175.715332
	Iteration 10Q: 3 clusters Score -3406557 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -3407131.750000 Penalty: 5175.715332
	Iteration 11Q: 3 clusters Score -3407132 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -3407689.250000 Penalty: 5175.715332
	Iteration 12Q: 3 clusters Score -3407689 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -3408231.250000 Penalty: 5175.715332
	Iteration 13Q: 3 clusters Score -3408231 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -3408748.000000 Penalty: 5175.715332
	Iteration 14Q: 3 clusters Score -3408748 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -3409263.750000 Penalty: 5175.715332
	Iteration 15Q: 3 clusters Score -3409264 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -3409758.500000 Penalty: 5175.715332
	Iteration 16Q: 3 clusters Score -3409758 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -3410310.250000 Penalty: 5175.715332
	Iteration 17Q: 3 clusters Score -3410310 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -3410885.000000 Penalty: 5175.715332
	Iteration 18Q: 3 clusters Score -3410885 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -3411448.500000 Penalty: 5175.715332
	Iteration 19Q: 3 clusters Score -3411448 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -3411921.750000 Penalty: 5175.715332
	Iteration 20F: 3 clusters Score -3411922 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -3412336.750000 Penalty: 5175.715332
	Iteration 21Q: 3 clusters Score -3412337 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -3412740.250000 Penalty: 5175.715332
	Iteration 22Q: 3 clusters Score -3412740 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3413063.250000 Penalty: 5175.715332
	Iteration 23Q: 3 clusters Score -3413063 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3413325.750000 Penalty: 5175.715332
	Iteration 24Q: 3 clusters Score -3413326 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3413521.000000 Penalty: 5175.715332
	Iteration 25Q: 3 clusters Score -3413521 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3413661.250000 Penalty: 5175.715332
	Iteration 26Q: 3 clusters Score -3413661 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3413771.750000 Penalty: 5175.715332
	Iteration 27Q: 3 clusters Score -3413772 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3413848.250000 Penalty: 5175.715332
	Iteration 28Q: 3 clusters Score -3413848 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3413915.000000 Penalty: 5175.715332
	Iteration 29Q: 3 clusters Score -3413915 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3413963.500000 Penalty: 5175.715332
	Iteration 30Q: 3 clusters Score -3413964 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3413990.750000 Penalty: 5175.715332
	Iteration 31Q: 3 clusters Score -3413991 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3414006.500000 Penalty: 5175.715332
	Iteration 32Q: 3 clusters Score -3414006 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3414022.500000 Penalty: 5175.715332
	Iteration 33Q: 3 clusters Score -3414022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3414042.500000 Penalty: 5175.715332
	Iteration 34Q: 3 clusters Score -3414042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3414059.000000 Penalty: 5175.715332
	Iteration 35Q: 3 clusters Score -3414059 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3414074.750000 Penalty: 5175.715332
	Iteration 36Q: 3 clusters Score -3414075 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3414081.250000 Penalty: 5175.715332
	Iteration 37Q: 3 clusters Score -3414081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3414090.750000 Penalty: 5175.715332
	Iteration 38Q: 3 clusters Score -3414091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3414096.250000 Penalty: 5175.715332
	Iteration 39Q: 3 clusters Score -3414096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3414100.000000 Penalty: 5175.715332
	Iteration 40F: 3 clusters Score -3414100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3414100.250000 Penalty: 5175.715332
	Iteration 41Q: 3 clusters Score -3414100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3414105.750000 Penalty: 5175.715332
	Iteration 42Q: 3 clusters Score -3414106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3414107.250000 Penalty: 5175.715332
	Iteration 43Q: 3 clusters Score -3414107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3414108.500000 Penalty: 5175.715332
	Iteration 44Q: 3 clusters Score -3414108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3414114.250000 Penalty: 5175.715332
	Iteration 45Q: 3 clusters Score -3414114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3414117.750000 Penalty: 5175.715332
	Iteration 46Q: 3 clusters Score -3414118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3414118.750000 Penalty: 5175.715332
	Iteration 47Q: 3 clusters Score -3414119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3414116.750000 Penalty: 5175.715332
	Iteration 48Q: 3 clusters Score -3414117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3414120.750000 Penalty: 5175.715332
	Iteration 49Q: 3 clusters Score -3414121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3414120.750000 Penalty: 5175.715332
	Iteration 50Q: 3 clusters Score -3414121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3414121.750000 Penalty: 5175.715332
	Iteration 51Q: 3 clusters Score -3414122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3414126.500000 Penalty: 5175.715332
	Iteration 52Q: 3 clusters Score -3414126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3414135.250000 Penalty: 5175.715332
	Iteration 53Q: 3 clusters Score -3414135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3414140.250000 Penalty: 5175.715332
	Iteration 54Q: 3 clusters Score -3414140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3414143.000000 Penalty: 5175.715332
	Iteration 55Q: 3 clusters Score -3414143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3414149.000000 Penalty: 5175.715332
	Iteration 56Q: 3 clusters Score -3414149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3414153.750000 Penalty: 5175.715332
	Iteration 57Q: 3 clusters Score -3414154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3414159.000000 Penalty: 5175.715332
	Iteration 58Q: 3 clusters Score -3414159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3414172.250000 Penalty: 5175.715332
	Iteration 59Q: 3 clusters Score -3414172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3414179.250000 Penalty: 5175.715332
	Iteration 60F: 3 clusters Score -3414179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3414189.750000 Penalty: 5175.715332
	Iteration 61Q: 3 clusters Score -3414190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3414187.500000 Penalty: 5175.715332
	Iteration 62Q: 3 clusters Score -3414188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3414191.750000 Penalty: 5175.715332
	Iteration 63Q: 3 clusters Score -3414192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3414199.250000 Penalty: 5175.715332
	Iteration 64Q: 3 clusters Score -3414199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3414200.750000 Penalty: 5175.715332
	Iteration 65Q: 3 clusters Score -3414201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3414206.000000 Penalty: 5175.715332
	Iteration 66Q: 3 clusters Score -3414206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3414207.000000 Penalty: 5175.715332
	Iteration 67Q: 3 clusters Score -3414207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3414204.500000 Penalty: 5175.715332
	Iteration 68Q: 3 clusters Score -3414204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3414208.500000 Penalty: 5175.715332
	Iteration 69Q: 3 clusters Score -3414208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3414215.500000 Penalty: 5175.715332
	Iteration 70Q: 3 clusters Score -3414216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3414212.500000 Penalty: 5175.715332
	Iteration 71Q: 3 clusters Score -3414212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3414212.500000 Penalty: 5175.715332
	Iteration 72Q: 3 clusters Score -3414212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3414215.000000 Penalty: 5175.715332
	Iteration 73Q: 3 clusters Score -3414215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3414212.000000 Penalty: 5175.715332
	Iteration 74Q: 3 clusters Score -3414212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3414211.000000 Penalty: 5175.715332
	Iteration 75Q: 3 clusters Score -3414211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3414215.000000 Penalty: 5175.715332
	Iteration 76Q: 3 clusters Score -3414215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3414217.500000 Penalty: 5175.715332
	Iteration 77Q: 3 clusters Score -3414218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3414219.250000 Penalty: 5175.715332
	Iteration 78Q: 3 clusters Score -3414219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3414223.750000 Penalty: 5175.715332
	Iteration 79Q: 3 clusters Score -3414224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3414228.000000 Penalty: 5175.715332
	Iteration 80F: 3 clusters Score -3414228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3414229.250000 Penalty: 5175.715332
	Iteration 81Q: 3 clusters Score -3414229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3414230.750000 Penalty: 5175.715332
	Iteration 82Q: 3 clusters Score -3414231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3414231.500000 Penalty: 5175.715332
	Iteration 83Q: 3 clusters Score -3414232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3414230.500000 Penalty: 5175.715332
	Iteration 84Q: 3 clusters Score -3414230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3414232.250000 Penalty: 5175.715332
	Iteration 85Q: 3 clusters Score -3414232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3414233.000000 Penalty: 5175.715332
	Iteration 86Q: 3 clusters Score -3414233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3414236.500000 Penalty: 5175.715332
	Iteration 87Q: 3 clusters Score -3414236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3414236.500000 Penalty: 5175.715332
	Iteration 88F: 3 clusters Score -3414236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (4148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Entering Unmasked Estep 
Score: -448914.187500 Penalty: 2065.934570
	Iteration 0F: 2 clusters Score -448914.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -444919.250000 Penalty: 4131.869141
	Iteration 0F: 3 clusters Score -444919.2 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -445801.531250 Penalty: 4131.869141
	Iteration 1F: 3 clusters Score -445801.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -445990.031250 Penalty: 4131.869141
	Iteration 2F: 3 clusters Score -445990 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -446094.687500 Penalty: 4131.869141
	Iteration 3Q: 3 clusters Score -446094.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -446170.937500 Penalty: 4131.869141
	Iteration 4Q: 3 clusters Score -446170.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -446231.500000 Penalty: 4131.869141
	Iteration 5Q: 3 clusters Score -446231.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -446285.937500 Penalty: 4131.869141
	Iteration 6Q: 3 clusters Score -446285.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -446337.656250 Penalty: 4131.869141
	Iteration 7Q: 3 clusters Score -446337.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -446376.625000 Penalty: 4131.869141
	Iteration 8Q: 3 clusters Score -446376.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -446417.781250 Penalty: 4131.869141
	Iteration 9Q: 3 clusters Score -446417.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -446446.375000 Penalty: 4131.869141
	Iteration 10Q: 3 clusters Score -446446.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -446473.593750 Penalty: 4131.869141
	Iteration 11Q: 3 clusters Score -446473.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -446495.531250 Penalty: 4131.869141
	Iteration 12Q: 3 clusters Score -446495.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -446522.531250 Penalty: 4131.869141
	Iteration 13Q: 3 clusters Score -446522.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -446546.187500 Penalty: 4131.869141
	Iteration 14Q: 3 clusters Score -446546.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -446570.281250 Penalty: 4131.869141
	Iteration 15Q: 3 clusters Score -446570.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -446589.406250 Penalty: 4131.869141
	Iteration 16Q: 3 clusters Score -446589.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -446605.218750 Penalty: 4131.869141
	Iteration 17Q: 3 clusters Score -446605.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -446618.968750 Penalty: 4131.869141
	Iteration 18Q: 3 clusters Score -446619 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -446631.156250 Penalty: 4131.869141
	Iteration 19Q: 3 clusters Score -446631.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -446643.343750 Penalty: 4131.869141
	Iteration 20F: 3 clusters Score -446643.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -446651.750000 Penalty: 4131.869141
	Iteration 21Q: 3 clusters Score -446651.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -446659.343750 Penalty: 4131.869141
	Iteration 22Q: 3 clusters Score -446659.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -446670.750000 Penalty: 4131.869141
	Iteration 23Q: 3 clusters Score -446670.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -446682.312500 Penalty: 4131.869141
	Iteration 24Q: 3 clusters Score -446682.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -446699.781250 Penalty: 4131.869141
	Iteration 25Q: 3 clusters Score -446699.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -446716.781250 Penalty: 4131.869141
	Iteration 26Q: 3 clusters Score -446716.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -446730.375000 Penalty: 4131.869141
	Iteration 27Q: 3 clusters Score -446730.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -446741.781250 Penalty: 4131.869141
	Iteration 28Q: 3 clusters Score -446741.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -446749.593750 Penalty: 4131.869141
	Iteration 29Q: 3 clusters Score -446749.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -446758.750000 Penalty: 4131.869141
	Iteration 30Q: 3 clusters Score -446758.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -446769.843750 Penalty: 4131.869141
	Iteration 31Q: 3 clusters Score -446769.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -446780.718750 Penalty: 4131.869141
	Iteration 32Q: 3 clusters Score -446780.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -446789.218750 Penalty: 4131.869141
	Iteration 33Q: 3 clusters Score -446789.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -446794.187500 Penalty: 4131.869141
	Iteration 34Q: 3 clusters Score -446794.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -446798.000000 Penalty: 4131.869141
	Iteration 35Q: 3 clusters Score -446798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -446801.437500 Penalty: 4131.869141
	Iteration 36Q: 3 clusters Score -446801.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -446807.187500 Penalty: 4131.869141
	Iteration 37Q: 3 clusters Score -446807.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -446808.312500 Penalty: 4131.869141
	Iteration 38Q: 3 clusters Score -446808.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -446810.656250 Penalty: 4131.869141
	Iteration 39Q: 3 clusters Score -446810.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -446814.468750 Penalty: 4131.869141
	Iteration 40F: 3 clusters Score -446814.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -446819.250000 Penalty: 4131.869141
	Iteration 41Q: 3 clusters Score -446819.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -446824.375000 Penalty: 4131.869141
	Iteration 42Q: 3 clusters Score -446824.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -446827.656250 Penalty: 4131.869141
	Iteration 43Q: 3 clusters Score -446827.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -446832.875000 Penalty: 4131.869141
	Iteration 44Q: 3 clusters Score -446832.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -446836.750000 Penalty: 4131.869141
	Iteration 45Q: 3 clusters Score -446836.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -446843.156250 Penalty: 4131.869141
	Iteration 46Q: 3 clusters Score -446843.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -446850.937500 Penalty: 4131.869141
	Iteration 47Q: 3 clusters Score -446850.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -446854.906250 Penalty: 4131.869141
	Iteration 48Q: 3 clusters Score -446854.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -446860.312500 Penalty: 4131.869141
	Iteration 49Q: 3 clusters Score -446860.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -446865.687500 Penalty: 4131.869141
	Iteration 50Q: 3 clusters Score -446865.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -446873.468750 Penalty: 4131.869141
	Iteration 51Q: 3 clusters Score -446873.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -446881.562500 Penalty: 4131.869141
	Iteration 52Q: 3 clusters Score -446881.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -446886.250000 Penalty: 4131.869141
	Iteration 53Q: 3 clusters Score -446886.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -446890.937500 Penalty: 4131.869141
	Iteration 54Q: 3 clusters Score -446890.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -446897.437500 Penalty: 4131.869141
	Iteration 55Q: 3 clusters Score -446897.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -446900.781250 Penalty: 4131.869141
	Iteration 56Q: 3 clusters Score -446900.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -446903.187500 Penalty: 4131.869141
	Iteration 57Q: 3 clusters Score -446903.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -446903.781250 Penalty: 4131.869141
	Iteration 58Q: 3 clusters Score -446903.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -446905.187500 Penalty: 4131.869141
	Iteration 59Q: 3 clusters Score -446905.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -446906.656250 Penalty: 4131.869141
	Iteration 60F: 3 clusters Score -446906.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -446907.156250 Penalty: 4131.869141
	Iteration 61Q: 3 clusters Score -446907.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -446907.468750 Penalty: 4131.869141
	Iteration 62Q: 3 clusters Score -446907.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -446908.500000 Penalty: 4131.869141
	Iteration 63Q: 3 clusters Score -446908.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -446909.250000 Penalty: 4131.869141
	Iteration 64Q: 3 clusters Score -446909.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -446909.468750 Penalty: 4131.869141
	Iteration 65Q: 3 clusters Score -446909.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -446912.500000 Penalty: 4131.869141
	Iteration 66Q: 3 clusters Score -446912.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -446913.156250 Penalty: 4131.869141
	Iteration 67Q: 3 clusters Score -446913.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -446916.718750 Penalty: 4131.869141
	Iteration 68Q: 3 clusters Score -446916.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -446919.406250 Penalty: 4131.869141
	Iteration 69Q: 3 clusters Score -446919.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -446921.750000 Penalty: 4131.869141
	Iteration 70Q: 3 clusters Score -446921.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -446926.093750 Penalty: 4131.869141
	Iteration 71Q: 3 clusters Score -446926.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -446931.875000 Penalty: 4131.869141
	Iteration 72Q: 3 clusters Score -446931.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -446934.812500 Penalty: 4131.869141
	Iteration 73Q: 3 clusters Score -446934.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -446934.593750 Penalty: 4131.869141
	Iteration 74Q: 3 clusters Score -446934.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -446935.687500 Penalty: 4131.869141
	Iteration 75Q: 3 clusters Score -446935.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -446936.968750 Penalty: 4131.869141
	Iteration 76Q: 3 clusters Score -446937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -446938.718750 Penalty: 4131.869141
	Iteration 77Q: 3 clusters Score -446938.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -446938.968750 Penalty: 4131.869141
	Iteration 78Q: 3 clusters Score -446939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -446938.906250 Penalty: 4131.869141
	Iteration 79Q: 3 clusters Score -446938.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -446939.812500 Penalty: 4131.869141
	Iteration 80F: 3 clusters Score -446939.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -446940.562500 Penalty: 4131.869141
	Iteration 81Q: 3 clusters Score -446940.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -446940.562500 Penalty: 4131.869141
	Iteration 82F: 3 clusters Score -446940.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Entering Unmasked Estep 
Score: -117180.851562 Penalty: 1877.214111
	Iteration 0F: 2 clusters Score -117180.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -114594.343750 Penalty: 3754.428223
	Iteration 0F: 3 clusters Score -114594.3 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -115133.656250 Penalty: 3754.428223
	Iteration 1F: 3 clusters Score -115133.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -115297.921875 Penalty: 3754.428223
	Iteration 2F: 3 clusters Score -115297.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -115404.921875 Penalty: 3754.428223
	Iteration 3F: 3 clusters Score -115404.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -115469.023438 Penalty: 3754.428223
	Iteration 4Q: 3 clusters Score -115469 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -115524.328125 Penalty: 3754.428223
	Iteration 5Q: 3 clusters Score -115524.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -115570.039062 Penalty: 3754.428223
	Iteration 6Q: 3 clusters Score -115570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -115599.320312 Penalty: 3754.428223
	Iteration 7Q: 3 clusters Score -115599.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -115629.515625 Penalty: 3754.428223
	Iteration 8Q: 3 clusters Score -115629.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -115656.906250 Penalty: 3754.428223
	Iteration 9Q: 3 clusters Score -115656.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -115678.031250 Penalty: 3754.428223
	Iteration 10Q: 3 clusters Score -115678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -115709.546875 Penalty: 3754.428223
	Iteration 11Q: 3 clusters Score -115709.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -115737.273438 Penalty: 3754.428223
	Iteration 12Q: 3 clusters Score -115737.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -115758.164062 Penalty: 3754.428223
	Iteration 13Q: 3 clusters Score -115758.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -115773.437500 Penalty: 3754.428223
	Iteration 14Q: 3 clusters Score -115773.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -115791.031250 Penalty: 3754.428223
	Iteration 15Q: 3 clusters Score -115791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -115808.085938 Penalty: 3754.428223
	Iteration 16Q: 3 clusters Score -115808.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -115823.125000 Penalty: 3754.428223
	Iteration 17Q: 3 clusters Score -115823.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -115834.390625 Penalty: 3754.428223
	Iteration 18Q: 3 clusters Score -115834.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -115843.390625 Penalty: 3754.428223
	Iteration 19Q: 3 clusters Score -115843.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -115852.656250 Penalty: 3754.428223
	Iteration 20F: 3 clusters Score -115852.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -115861.453125 Penalty: 3754.428223
	Iteration 21Q: 3 clusters Score -115861.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -115870.914062 Penalty: 3754.428223
	Iteration 22Q: 3 clusters Score -115870.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -115887.140625 Penalty: 3754.428223
	Iteration 23Q: 3 clusters Score -115887.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -115902.937500 Penalty: 3754.428223
	Iteration 24Q: 3 clusters Score -115902.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -115910.609375 Penalty: 3754.428223
	Iteration 25Q: 3 clusters Score -115910.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -115923.734375 Penalty: 3754.428223
	Iteration 26Q: 3 clusters Score -115923.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -115935.601562 Penalty: 3754.428223
	Iteration 27Q: 3 clusters Score -115935.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -115942.453125 Penalty: 3754.428223
	Iteration 28Q: 3 clusters Score -115942.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -115952.203125 Penalty: 3754.428223
	Iteration 29Q: 3 clusters Score -115952.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -115958.812500 Penalty: 3754.428223
	Iteration 30Q: 3 clusters Score -115958.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -115959.156250 Penalty: 3754.428223
	Iteration 31Q: 3 clusters Score -115959.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -115959.156250 Penalty: 3754.428223
	Iteration 32F: 3 clusters Score -115959.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -61318.867188 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -61318.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -59701.425781 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -59701.43 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -59931.562500 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -59931.56 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -60047.890625 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -60047.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -60114.277344 Penalty: 3197.076904
	Iteration 3Q: 3 clusters Score -60114.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -60160.667969 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -60160.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -60204.851562 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -60204.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -60225.179688 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -60225.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -60237.632812 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -60237.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -60247.332031 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -60247.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -60273.109375 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -60273.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -60280.917969 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -60280.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -60286.964844 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -60286.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -60288.328125 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -60288.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -60289.472656 Penalty: 3197.076904
	Iteration 13Q: 3 clusters Score -60289.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -60291.843750 Penalty: 3197.076904
	Iteration 14Q: 3 clusters Score -60291.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -60295.050781 Penalty: 3197.076904
	Iteration 15Q: 3 clusters Score -60295.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -60299.109375 Penalty: 3197.076904
	Iteration 16Q: 3 clusters Score -60299.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -60302.304688 Penalty: 3197.076904
	Iteration 17Q: 3 clusters Score -60302.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -60302.304688 Penalty: 3197.076904
	Iteration 18F: 3 clusters Score -60302.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (4742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Entering Unmasked Estep 
Score: -511758.531250 Penalty: 2099.125244
	Iteration 0F: 2 clusters Score -511758.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -507381.187500 Penalty: 4198.250488
	Iteration 0F: 3 clusters Score -507381.2 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -508344.062500 Penalty: 4198.250488
	Iteration 1F: 3 clusters Score -508344.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -508556.937500 Penalty: 4198.250488
	Iteration 2F: 3 clusters Score -508556.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -508731.031250 Penalty: 4198.250488
	Iteration 3F: 3 clusters Score -508731 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -508869.906250 Penalty: 4198.250488
	Iteration 4Q: 3 clusters Score -508869.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -508989.062500 Penalty: 4198.250488
	Iteration 5Q: 3 clusters Score -508989.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -509097.468750 Penalty: 4198.250488
	Iteration 6Q: 3 clusters Score -509097.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -509207.187500 Penalty: 4198.250488
	Iteration 7Q: 3 clusters Score -509207.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -509353.062500 Penalty: 4198.250488
	Iteration 8Q: 3 clusters Score -509353.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -509508.343750 Penalty: 4198.250488
	Iteration 9Q: 3 clusters Score -509508.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -509687.375000 Penalty: 4198.250488
	Iteration 10Q: 3 clusters Score -509687.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -509902.875000 Penalty: 4198.250488
	Iteration 11Q: 3 clusters Score -509902.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -510159.031250 Penalty: 4198.250488
	Iteration 12Q: 3 clusters Score -510159 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -510450.031250 Penalty: 4198.250488
	Iteration 13Q: 3 clusters Score -510450 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -510716.500000 Penalty: 4198.250488
	Iteration 14Q: 3 clusters Score -510716.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -510903.125000 Penalty: 4198.250488
	Iteration 15Q: 3 clusters Score -510903.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -511045.031250 Penalty: 4198.250488
	Iteration 16Q: 3 clusters Score -511045 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -511139.437500 Penalty: 4198.250488
	Iteration 17Q: 3 clusters Score -511139.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -511195.906250 Penalty: 4198.250488
	Iteration 18Q: 3 clusters Score -511195.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -511222.093750 Penalty: 4198.250488
	Iteration 19Q: 3 clusters Score -511222.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -511233.843750 Penalty: 4198.250488
	Iteration 20F: 3 clusters Score -511233.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -511240.781250 Penalty: 4198.250488
	Iteration 21Q: 3 clusters Score -511240.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -511244.281250 Penalty: 4198.250488
	Iteration 22Q: 3 clusters Score -511244.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -511245.781250 Penalty: 4198.250488
	Iteration 23Q: 3 clusters Score -511245.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -511245.562500 Penalty: 4198.250488
	Iteration 24Q: 3 clusters Score -511245.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -511246.437500 Penalty: 4198.250488
	Iteration 25Q: 3 clusters Score -511246.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -511246.406250 Penalty: 4198.250488
	Iteration 26Q: 3 clusters Score -511246.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -511246.906250 Penalty: 4198.250488
	Iteration 27Q: 3 clusters Score -511246.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -511247.343750 Penalty: 4198.250488
	Iteration 28Q: 3 clusters Score -511247.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -511247.500000 Penalty: 4198.250488
	Iteration 29Q: 3 clusters Score -511247.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -511247.562500 Penalty: 4198.250488
	Iteration 30Q: 3 clusters Score -511247.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -511247.562500 Penalty: 4198.250488
	Iteration 31F: 3 clusters Score -511247.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (13362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Entering Unmasked Estep 
Score: -1440017.500000 Penalty: 2356.041992
	Iteration 0F: 2 clusters Score -1440018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1430087.375000 Penalty: 4712.083984
	Iteration 0F: 3 clusters Score -1430087 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1433314.625000 Penalty: 4712.083984
	Iteration 1F: 3 clusters Score -1433315 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1433691.500000 Penalty: 4712.083984
	Iteration 2F: 3 clusters Score -1433692 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1434085.875000 Penalty: 4712.083984
	Iteration 3F: 3 clusters Score -1434086 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1434504.375000 Penalty: 4712.083984
	Iteration 4F: 3 clusters Score -1434504 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1434971.875000 Penalty: 4712.083984
	Iteration 5F: 3 clusters Score -1434972 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1435541.750000 Penalty: 4712.083984
	Iteration 6F: 3 clusters Score -1435542 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1436073.875000 Penalty: 4712.083984
	Iteration 7F: 3 clusters Score -1436074 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1436531.375000 Penalty: 4712.083984
	Iteration 8Q: 3 clusters Score -1436531 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1436964.375000 Penalty: 4712.083984
	Iteration 9Q: 3 clusters Score -1436964 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1437303.000000 Penalty: 4712.083984
	Iteration 10Q: 3 clusters Score -1437303 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1437565.125000 Penalty: 4712.083984
	Iteration 11Q: 3 clusters Score -1437565 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1437786.125000 Penalty: 4712.083984
	Iteration 12Q: 3 clusters Score -1437786 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1437984.750000 Penalty: 4712.083984
	Iteration 13Q: 3 clusters Score -1437985 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1438166.750000 Penalty: 4712.083984
	Iteration 14Q: 3 clusters Score -1438167 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1438316.000000 Penalty: 4712.083984
	Iteration 15Q: 3 clusters Score -1438316 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1438431.875000 Penalty: 4712.083984
	Iteration 16Q: 3 clusters Score -1438432 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1438535.750000 Penalty: 4712.083984
	Iteration 17Q: 3 clusters Score -1438536 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1438594.000000 Penalty: 4712.083984
	Iteration 18Q: 3 clusters Score -1438594 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1438630.625000 Penalty: 4712.083984
	Iteration 19Q: 3 clusters Score -1438631 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1438665.375000 Penalty: 4712.083984
	Iteration 20F: 3 clusters Score -1438665 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1438685.625000 Penalty: 4712.083984
	Iteration 21Q: 3 clusters Score -1438686 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1438691.250000 Penalty: 4712.083984
	Iteration 22Q: 3 clusters Score -1438691 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1438699.000000 Penalty: 4712.083984
	Iteration 23Q: 3 clusters Score -1438699 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1438706.625000 Penalty: 4712.083984
	Iteration 24Q: 3 clusters Score -1438707 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1438706.250000 Penalty: 4712.083984
	Iteration 25Q: 3 clusters Score -1438706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1438708.875000 Penalty: 4712.083984
	Iteration 26Q: 3 clusters Score -1438709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1438709.875000 Penalty: 4712.083984
	Iteration 27Q: 3 clusters Score -1438710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1438710.000000 Penalty: 4712.083984
	Iteration 28Q: 3 clusters Score -1438710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1438713.250000 Penalty: 4712.083984
	Iteration 29Q: 3 clusters Score -1438713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1438713.375000 Penalty: 4712.083984
	Iteration 30Q: 3 clusters Score -1438713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1438716.500000 Penalty: 4712.083984
	Iteration 31Q: 3 clusters Score -1438716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1438718.500000 Penalty: 4712.083984
	Iteration 32Q: 3 clusters Score -1438718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1438717.125000 Penalty: 4712.083984
	Iteration 33Q: 3 clusters Score -1438717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1438716.875000 Penalty: 4712.083984
	Iteration 34Q: 3 clusters Score -1438717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1438719.250000 Penalty: 4712.083984
	Iteration 35Q: 3 clusters Score -1438719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1438719.250000 Penalty: 4712.083984
	Iteration 36F: 3 clusters Score -1438719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Entering Unmasked Estep 
Score: -484723.250000 Penalty: 2084.641846
	Iteration 0F: 2 clusters Score -484723.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -480567.187500 Penalty: 4169.283691
	Iteration 0F: 3 clusters Score -480567.2 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -481569.656250 Penalty: 4169.283691
	Iteration 1F: 3 clusters Score -481569.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -481813.531250 Penalty: 4169.283691
	Iteration 2F: 3 clusters Score -481813.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -481978.562500 Penalty: 4169.283691
	Iteration 3F: 3 clusters Score -481978.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -482113.031250 Penalty: 4169.283691
	Iteration 4Q: 3 clusters Score -482113 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -482203.625000 Penalty: 4169.283691
	Iteration 5Q: 3 clusters Score -482203.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -482268.750000 Penalty: 4169.283691
	Iteration 6Q: 3 clusters Score -482268.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -482326.843750 Penalty: 4169.283691
	Iteration 7Q: 3 clusters Score -482326.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -482387.718750 Penalty: 4169.283691
	Iteration 8Q: 3 clusters Score -482387.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -482462.187500 Penalty: 4169.283691
	Iteration 9Q: 3 clusters Score -482462.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -482538.687500 Penalty: 4169.283691
	Iteration 10Q: 3 clusters Score -482538.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -482606.687500 Penalty: 4169.283691
	Iteration 11Q: 3 clusters Score -482606.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -482670.187500 Penalty: 4169.283691
	Iteration 12Q: 3 clusters Score -482670.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -482733.312500 Penalty: 4169.283691
	Iteration 13Q: 3 clusters Score -482733.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -482784.875000 Penalty: 4169.283691
	Iteration 14Q: 3 clusters Score -482784.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -482837.875000 Penalty: 4169.283691
	Iteration 15Q: 3 clusters Score -482837.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -482873.187500 Penalty: 4169.283691
	Iteration 16Q: 3 clusters Score -482873.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -482899.375000 Penalty: 4169.283691
	Iteration 17Q: 3 clusters Score -482899.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -482915.093750 Penalty: 4169.283691
	Iteration 18Q: 3 clusters Score -482915.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -482927.937500 Penalty: 4169.283691
	Iteration 19Q: 3 clusters Score -482927.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -482942.531250 Penalty: 4169.283691
	Iteration 20F: 3 clusters Score -482942.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -482951.218750 Penalty: 4169.283691
	Iteration 21Q: 3 clusters Score -482951.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -482960.468750 Penalty: 4169.283691
	Iteration 22Q: 3 clusters Score -482960.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -482968.375000 Penalty: 4169.283691
	Iteration 23Q: 3 clusters Score -482968.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -482978.437500 Penalty: 4169.283691
	Iteration 24Q: 3 clusters Score -482978.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -482984.375000 Penalty: 4169.283691
	Iteration 25Q: 3 clusters Score -482984.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -482991.312500 Penalty: 4169.283691
	Iteration 26Q: 3 clusters Score -482991.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -483000.750000 Penalty: 4169.283691
	Iteration 27Q: 3 clusters Score -483000.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -483008.718750 Penalty: 4169.283691
	Iteration 28Q: 3 clusters Score -483008.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -483020.312500 Penalty: 4169.283691
	Iteration 29Q: 3 clusters Score -483020.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -483031.906250 Penalty: 4169.283691
	Iteration 30Q: 3 clusters Score -483031.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -483042.718750 Penalty: 4169.283691
	Iteration 31Q: 3 clusters Score -483042.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -483054.031250 Penalty: 4169.283691
	Iteration 32Q: 3 clusters Score -483054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -483064.968750 Penalty: 4169.283691
	Iteration 33Q: 3 clusters Score -483065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -483071.906250 Penalty: 4169.283691
	Iteration 34Q: 3 clusters Score -483071.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -483078.562500 Penalty: 4169.283691
	Iteration 35Q: 3 clusters Score -483078.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -483083.812500 Penalty: 4169.283691
	Iteration 36Q: 3 clusters Score -483083.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -483087.125000 Penalty: 4169.283691
	Iteration 37Q: 3 clusters Score -483087.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -483091.343750 Penalty: 4169.283691
	Iteration 38Q: 3 clusters Score -483091.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -483096.406250 Penalty: 4169.283691
	Iteration 39Q: 3 clusters Score -483096.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -483104.406250 Penalty: 4169.283691
	Iteration 40F: 3 clusters Score -483104.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -483107.593750 Penalty: 4169.283691
	Iteration 41Q: 3 clusters Score -483107.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -483112.375000 Penalty: 4169.283691
	Iteration 42Q: 3 clusters Score -483112.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -483112.531250 Penalty: 4169.283691
	Iteration 43Q: 3 clusters Score -483112.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -483114.531250 Penalty: 4169.283691
	Iteration 44Q: 3 clusters Score -483114.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -483116.406250 Penalty: 4169.283691
	Iteration 45Q: 3 clusters Score -483116.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -483117.437500 Penalty: 4169.283691
	Iteration 46Q: 3 clusters Score -483117.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -483118.718750 Penalty: 4169.283691
	Iteration 47Q: 3 clusters Score -483118.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -483120.093750 Penalty: 4169.283691
	Iteration 48Q: 3 clusters Score -483120.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -483122.406250 Penalty: 4169.283691
	Iteration 49Q: 3 clusters Score -483122.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -483125.343750 Penalty: 4169.283691
	Iteration 50Q: 3 clusters Score -483125.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -483128.250000 Penalty: 4169.283691
	Iteration 51Q: 3 clusters Score -483128.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -483130.468750 Penalty: 4169.283691
	Iteration 52Q: 3 clusters Score -483130.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -483132.468750 Penalty: 4169.283691
	Iteration 53Q: 3 clusters Score -483132.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -483133.625000 Penalty: 4169.283691
	Iteration 54Q: 3 clusters Score -483133.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -483135.562500 Penalty: 4169.283691
	Iteration 55Q: 3 clusters Score -483135.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -483137.906250 Penalty: 4169.283691
	Iteration 56Q: 3 clusters Score -483137.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -483138.000000 Penalty: 4169.283691
	Iteration 57Q: 3 clusters Score -483138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -483138.468750 Penalty: 4169.283691
	Iteration 58Q: 3 clusters Score -483138.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -483138.468750 Penalty: 4169.283691
	Iteration 59F: 3 clusters Score -483138.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (8434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Entering Unmasked Estep 
Score: -913044.750000 Penalty: 2241.926514
	Iteration 0F: 2 clusters Score -913044.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -906331.437500 Penalty: 4483.853027
	Iteration 0F: 3 clusters Score -906331.4 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -908302.625000 Penalty: 4483.853027
	Iteration 1F: 3 clusters Score -908302.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -908586.437500 Penalty: 4483.853027
	Iteration 2F: 3 clusters Score -908586.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -908809.000000 Penalty: 4483.853027
	Iteration 3F: 3 clusters Score -908809 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -908985.625000 Penalty: 4483.853027
	Iteration 4Q: 3 clusters Score -908985.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -909147.250000 Penalty: 4483.853027
	Iteration 5Q: 3 clusters Score -909147.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -909319.000000 Penalty: 4483.853027
	Iteration 6Q: 3 clusters Score -909319 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -909531.562500 Penalty: 4483.853027
	Iteration 7Q: 3 clusters Score -909531.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -909734.250000 Penalty: 4483.853027
	Iteration 8Q: 3 clusters Score -909734.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -909936.000000 Penalty: 4483.853027
	Iteration 9Q: 3 clusters Score -909936 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -910127.187500 Penalty: 4483.853027
	Iteration 10Q: 3 clusters Score -910127.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -910306.062500 Penalty: 4483.853027
	Iteration 11Q: 3 clusters Score -910306.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -910457.312500 Penalty: 4483.853027
	Iteration 12Q: 3 clusters Score -910457.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -910593.437500 Penalty: 4483.853027
	Iteration 13Q: 3 clusters Score -910593.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -910727.375000 Penalty: 4483.853027
	Iteration 14Q: 3 clusters Score -910727.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -910838.312500 Penalty: 4483.853027
	Iteration 15Q: 3 clusters Score -910838.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -910944.812500 Penalty: 4483.853027
	Iteration 16Q: 3 clusters Score -910944.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -911023.125000 Penalty: 4483.853027
	Iteration 17Q: 3 clusters Score -911023.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -911090.750000 Penalty: 4483.853027
	Iteration 18Q: 3 clusters Score -911090.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -911153.000000 Penalty: 4483.853027
	Iteration 19Q: 3 clusters Score -911153 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -911210.312500 Penalty: 4483.853027
	Iteration 20F: 3 clusters Score -911210.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -911272.250000 Penalty: 4483.853027
	Iteration 21Q: 3 clusters Score -911272.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -911329.625000 Penalty: 4483.853027
	Iteration 22Q: 3 clusters Score -911329.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -911382.375000 Penalty: 4483.853027
	Iteration 23Q: 3 clusters Score -911382.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -911447.312500 Penalty: 4483.853027
	Iteration 24Q: 3 clusters Score -911447.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -911509.000000 Penalty: 4483.853027
	Iteration 25Q: 3 clusters Score -911509 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -911582.937500 Penalty: 4483.853027
	Iteration 26Q: 3 clusters Score -911582.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -911646.125000 Penalty: 4483.853027
	Iteration 27Q: 3 clusters Score -911646.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -911717.562500 Penalty: 4483.853027
	Iteration 28Q: 3 clusters Score -911717.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -911818.187500 Penalty: 4483.853027
	Iteration 29Q: 3 clusters Score -911818.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -911930.062500 Penalty: 4483.853027
	Iteration 30Q: 3 clusters Score -911930.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -911992.937500 Penalty: 4483.853027
	Iteration 31Q: 3 clusters Score -911992.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -912037.437500 Penalty: 4483.853027
	Iteration 32Q: 3 clusters Score -912037.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -912067.812500 Penalty: 4483.853027
	Iteration 33Q: 3 clusters Score -912067.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -912079.687500 Penalty: 4483.853027
	Iteration 34Q: 3 clusters Score -912079.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -912084.125000 Penalty: 4483.853027
	Iteration 35Q: 3 clusters Score -912084.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -912086.000000 Penalty: 4483.853027
	Iteration 36Q: 3 clusters Score -912086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -912087.562500 Penalty: 4483.853027
	Iteration 37Q: 3 clusters Score -912087.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -912087.750000 Penalty: 4483.853027
	Iteration 38Q: 3 clusters Score -912087.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -912090.125000 Penalty: 4483.853027
	Iteration 39Q: 3 clusters Score -912090.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -912090.125000 Penalty: 4483.853027
	Iteration 40F: 3 clusters Score -912090.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9382 members 
Mstep: Class 4 contains 27449 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17365 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34017 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29173 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29228 members 
Mstep: Class 23 contains 38213 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4215 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22448 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8284 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18464 members 
Mstep: Class 35 contains 20536 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17625 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8706 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90325 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5404 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34027 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13362 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769532.000000 Penalty: 185848.812500
Iteration 239Q: 57 clusters Score -6.476953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9382 members 
Mstep: Class 4 contains 27449 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17365 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34017 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29173 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29228 members 
Mstep: Class 23 contains 38213 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4215 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22448 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8284 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18464 members 
Mstep: Class 35 contains 20536 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17624 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8706 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90325 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5404 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34027 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13363 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769524.000000 Penalty: 185848.812500
Iteration 240F: 57 clusters Score -6.476952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9382 members 
Mstep: Class 4 contains 27449 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17365 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34017 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29173 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29228 members 
Mstep: Class 23 contains 38213 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4215 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22448 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8284 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18464 members 
Mstep: Class 35 contains 20536 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17623 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8706 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90325 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5404 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34027 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13364 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769524.000000 Penalty: 185848.812500
Iteration 241Q: 57 clusters Score -6.476952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9382 members 
Mstep: Class 4 contains 27449 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17365 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34017 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29173 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29228 members 
Mstep: Class 23 contains 38213 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4215 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22448 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8284 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18464 members 
Mstep: Class 35 contains 20536 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17623 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8706 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90325 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5404 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34027 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13364 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769524.000000 Penalty: 185848.812500
Iteration 242F: 57 clusters Score -6.476952e+07 nChanged 0
Entering ConstructFrom: 
Score: -64769524.000000 Penalty: 185848.812500
Entering ConstructFrom: 
Trying to split cluster 1 (22243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Entering Unmasked Estep 
Score: -2433452.250000 Penalty: 2482.426025
	Iteration 0F: 2 clusters Score -2433452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2417857.250000 Penalty: 4964.852051
	Iteration 0F: 3 clusters Score -2417857 nChanged 9907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2423315.750000 Penalty: 4964.852051
	Iteration 1F: 3 clusters Score -2423316 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2423923.250000 Penalty: 4964.852051
	Iteration 2F: 3 clusters Score -2423923 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2424651.000000 Penalty: 4964.852051
	Iteration 3F: 3 clusters Score -2424651 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2425513.500000 Penalty: 4964.852051
	Iteration 4F: 3 clusters Score -2425514 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2426454.750000 Penalty: 4964.852051
	Iteration 5F: 3 clusters Score -2426455 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2427355.500000 Penalty: 4964.852051
	Iteration 6F: 3 clusters Score -2427356 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2428216.000000 Penalty: 4964.852051
	Iteration 7F: 3 clusters Score -2428216 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2428870.750000 Penalty: 4964.852051
	Iteration 8Q: 3 clusters Score -2428871 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2429334.500000 Penalty: 4964.852051
	Iteration 9Q: 3 clusters Score -2429334 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2429731.750000 Penalty: 4964.852051
	Iteration 10Q: 3 clusters Score -2429732 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2430085.750000 Penalty: 4964.852051
	Iteration 11Q: 3 clusters Score -2430086 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2430443.250000 Penalty: 4964.852051
	Iteration 12Q: 3 clusters Score -2430443 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2430780.250000 Penalty: 4964.852051
	Iteration 13Q: 3 clusters Score -2430780 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2431082.250000 Penalty: 4964.852051
	Iteration 14Q: 3 clusters Score -2431082 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2431325.500000 Penalty: 4964.852051
	Iteration 15Q: 3 clusters Score -2431326 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -2431477.250000 Penalty: 4964.852051
	Iteration 16Q: 3 clusters Score -2431477 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2431573.500000 Penalty: 4964.852051
	Iteration 17Q: 3 clusters Score -2431574 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -2431651.750000 Penalty: 4964.852051
	Iteration 18Q: 3 clusters Score -2431652 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -2431719.500000 Penalty: 4964.852051
	Iteration 19Q: 3 clusters Score -2431720 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2431769.250000 Penalty: 4964.852051
	Iteration 20F: 3 clusters Score -2431769 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -2431807.750000 Penalty: 4964.852051
	Iteration 21Q: 3 clusters Score -2431808 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2431848.500000 Penalty: 4964.852051
	Iteration 22Q: 3 clusters Score -2431848 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2431889.250000 Penalty: 4964.852051
	Iteration 23Q: 3 clusters Score -2431889 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -2431915.000000 Penalty: 4964.852051
	Iteration 24Q: 3 clusters Score -2431915 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -2431939.500000 Penalty: 4964.852051
	Iteration 25Q: 3 clusters Score -2431940 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2431953.000000 Penalty: 4964.852051
	Iteration 26Q: 3 clusters Score -2431953 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -2431970.750000 Penalty: 4964.852051
	Iteration 27Q: 3 clusters Score -2431971 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2431985.750000 Penalty: 4964.852051
	Iteration 28Q: 3 clusters Score -2431986 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2431994.250000 Penalty: 4964.852051
	Iteration 29Q: 3 clusters Score -2431994 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -2432015.250000 Penalty: 4964.852051
	Iteration 30Q: 3 clusters Score -2432015 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2432029.250000 Penalty: 4964.852051
	Iteration 31Q: 3 clusters Score -2432029 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -2432047.000000 Penalty: 4964.852051
	Iteration 32Q: 3 clusters Score -2432047 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -2432061.250000 Penalty: 4964.852051
	Iteration 33Q: 3 clusters Score -2432061 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -2432068.250000 Penalty: 4964.852051
	Iteration 34Q: 3 clusters Score -2432068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -2432078.250000 Penalty: 4964.852051
	Iteration 35Q: 3 clusters Score -2432078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2432079.750000 Penalty: 4964.852051
	Iteration 36Q: 3 clusters Score -2432080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -2432081.000000 Penalty: 4964.852051
	Iteration 37Q: 3 clusters Score -2432081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2432087.000000 Penalty: 4964.852051
	Iteration 38Q: 3 clusters Score -2432087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -2432089.750000 Penalty: 4964.852051
	Iteration 39Q: 3 clusters Score -2432090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -2432086.750000 Penalty: 4964.852051
	Iteration 40F: 3 clusters Score -2432087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2432086.250000 Penalty: 4964.852051
	Iteration 41Q: 3 clusters Score -2432086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -2432086.750000 Penalty: 4964.852051
	Iteration 42Q: 3 clusters Score -2432087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -2432087.250000 Penalty: 4964.852051
	Iteration 43Q: 3 clusters Score -2432087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -2432087.500000 Penalty: 4964.852051
	Iteration 44Q: 3 clusters Score -2432088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2432085.250000 Penalty: 4964.852051
	Iteration 45Q: 3 clusters Score -2432085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2432085.250000 Penalty: 4964.852051
	Iteration 46F: 3 clusters Score -2432085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Entering Unmasked Estep 
Score: -720228.750000 Penalty: 2259.874512
	Iteration 0F: 2 clusters Score -720228.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -713117.687500 Penalty: 4519.749023
	Iteration 0F: 3 clusters Score -713117.7 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -715195.437500 Penalty: 4519.749023
	Iteration 1F: 3 clusters Score -715195.4 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -715554.437500 Penalty: 4519.749023
	Iteration 2F: 3 clusters Score -715554.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -715884.687500 Penalty: 4519.749023
	Iteration 3F: 3 clusters Score -715884.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -716198.937500 Penalty: 4519.749023
	Iteration 4F: 3 clusters Score -716198.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -716539.875000 Penalty: 4519.749023
	Iteration 5F: 3 clusters Score -716539.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -716919.687500 Penalty: 4519.749023
	Iteration 6F: 3 clusters Score -716919.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -717375.187500 Penalty: 4519.749023
	Iteration 7F: 3 clusters Score -717375.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -717860.437500 Penalty: 4519.749023
	Iteration 8F: 3 clusters Score -717860.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -718295.500000 Penalty: 4519.749023
	Iteration 9F: 3 clusters Score -718295.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -718568.250000 Penalty: 4519.749023
	Iteration 10Q: 3 clusters Score -718568.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -718743.750000 Penalty: 4519.749023
	Iteration 11Q: 3 clusters Score -718743.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -718868.187500 Penalty: 4519.749023
	Iteration 12Q: 3 clusters Score -718868.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -718937.187500 Penalty: 4519.749023
	Iteration 13Q: 3 clusters Score -718937.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -718996.500000 Penalty: 4519.749023
	Iteration 14Q: 3 clusters Score -718996.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -719040.750000 Penalty: 4519.749023
	Iteration 15Q: 3 clusters Score -719040.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -719070.187500 Penalty: 4519.749023
	Iteration 16Q: 3 clusters Score -719070.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -719089.875000 Penalty: 4519.749023
	Iteration 17Q: 3 clusters Score -719089.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -719104.375000 Penalty: 4519.749023
	Iteration 18Q: 3 clusters Score -719104.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -719128.687500 Penalty: 4519.749023
	Iteration 19Q: 3 clusters Score -719128.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -719159.875000 Penalty: 4519.749023
	Iteration 20F: 3 clusters Score -719159.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -719189.250000 Penalty: 4519.749023
	Iteration 21Q: 3 clusters Score -719189.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -719215.312500 Penalty: 4519.749023
	Iteration 22Q: 3 clusters Score -719215.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -719241.687500 Penalty: 4519.749023
	Iteration 23Q: 3 clusters Score -719241.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -719255.437500 Penalty: 4519.749023
	Iteration 24Q: 3 clusters Score -719255.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -719271.250000 Penalty: 4519.749023
	Iteration 25Q: 3 clusters Score -719271.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -719288.500000 Penalty: 4519.749023
	Iteration 26Q: 3 clusters Score -719288.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -719299.375000 Penalty: 4519.749023
	Iteration 27Q: 3 clusters Score -719299.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -719306.250000 Penalty: 4519.749023
	Iteration 28Q: 3 clusters Score -719306.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -719308.687500 Penalty: 4519.749023
	Iteration 29Q: 3 clusters Score -719308.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -719309.562500 Penalty: 4519.749023
	Iteration 30Q: 3 clusters Score -719309.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -719310.625000 Penalty: 4519.749023
	Iteration 31Q: 3 clusters Score -719310.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -719310.187500 Penalty: 4519.749023
	Iteration 32Q: 3 clusters Score -719310.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -719310.187500 Penalty: 4519.749023
	Iteration 33F: 3 clusters Score -719310.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Entering Unmasked Estep 
Score: -1000970.375000 Penalty: 2268.343994
	Iteration 0F: 2 clusters Score -1000970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -993699.375000 Penalty: 4536.687988
	Iteration 0F: 3 clusters Score -993699.4 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -995957.250000 Penalty: 4536.687988
	Iteration 1F: 3 clusters Score -995957.2 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -996400.125000 Penalty: 4536.687988
	Iteration 2F: 3 clusters Score -996400.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -996749.687500 Penalty: 4536.687988
	Iteration 3F: 3 clusters Score -996749.7 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -997026.562500 Penalty: 4536.687988
	Iteration 4F: 3 clusters Score -997026.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -997258.812500 Penalty: 4536.687988
	Iteration 5Q: 3 clusters Score -997258.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -997462.062500 Penalty: 4536.687988
	Iteration 6Q: 3 clusters Score -997462.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -997624.375000 Penalty: 4536.687988
	Iteration 7Q: 3 clusters Score -997624.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -997769.000000 Penalty: 4536.687988
	Iteration 8Q: 3 clusters Score -997769 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -997919.437500 Penalty: 4536.687988
	Iteration 9Q: 3 clusters Score -997919.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -998062.250000 Penalty: 4536.687988
	Iteration 10Q: 3 clusters Score -998062.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -998183.250000 Penalty: 4536.687988
	Iteration 11Q: 3 clusters Score -998183.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -998288.500000 Penalty: 4536.687988
	Iteration 12Q: 3 clusters Score -998288.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -998382.687500 Penalty: 4536.687988
	Iteration 13Q: 3 clusters Score -998382.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -998472.062500 Penalty: 4536.687988
	Iteration 14Q: 3 clusters Score -998472.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -998548.187500 Penalty: 4536.687988
	Iteration 15Q: 3 clusters Score -998548.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -998616.375000 Penalty: 4536.687988
	Iteration 16Q: 3 clusters Score -998616.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -998674.250000 Penalty: 4536.687988
	Iteration 17Q: 3 clusters Score -998674.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -998723.062500 Penalty: 4536.687988
	Iteration 18Q: 3 clusters Score -998723.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -998779.625000 Penalty: 4536.687988
	Iteration 19Q: 3 clusters Score -998779.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -998837.375000 Penalty: 4536.687988
	Iteration 20F: 3 clusters Score -998837.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -998895.187500 Penalty: 4536.687988
	Iteration 21Q: 3 clusters Score -998895.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -998951.562500 Penalty: 4536.687988
	Iteration 22Q: 3 clusters Score -998951.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -999025.312500 Penalty: 4536.687988
	Iteration 23Q: 3 clusters Score -999025.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -999083.187500 Penalty: 4536.687988
	Iteration 24Q: 3 clusters Score -999083.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -999125.625000 Penalty: 4536.687988
	Iteration 25Q: 3 clusters Score -999125.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -999169.437500 Penalty: 4536.687988
	Iteration 26Q: 3 clusters Score -999169.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -999217.375000 Penalty: 4536.687988
	Iteration 27Q: 3 clusters Score -999217.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -999247.812500 Penalty: 4536.687988
	Iteration 28Q: 3 clusters Score -999247.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -999273.500000 Penalty: 4536.687988
	Iteration 29Q: 3 clusters Score -999273.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -999307.312500 Penalty: 4536.687988
	Iteration 30Q: 3 clusters Score -999307.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -999358.062500 Penalty: 4536.687988
	Iteration 31Q: 3 clusters Score -999358.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -999417.187500 Penalty: 4536.687988
	Iteration 32Q: 3 clusters Score -999417.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -999466.500000 Penalty: 4536.687988
	Iteration 33Q: 3 clusters Score -999466.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -999495.187500 Penalty: 4536.687988
	Iteration 34Q: 3 clusters Score -999495.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -999515.875000 Penalty: 4536.687988
	Iteration 35Q: 3 clusters Score -999515.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -999531.312500 Penalty: 4536.687988
	Iteration 36Q: 3 clusters Score -999531.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -999549.625000 Penalty: 4536.687988
	Iteration 37Q: 3 clusters Score -999549.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -999564.062500 Penalty: 4536.687988
	Iteration 38Q: 3 clusters Score -999564.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -999567.750000 Penalty: 4536.687988
	Iteration 39Q: 3 clusters Score -999567.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -999568.312500 Penalty: 4536.687988
	Iteration 40F: 3 clusters Score -999568.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -999571.062500 Penalty: 4536.687988
	Iteration 41Q: 3 clusters Score -999571.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -999574.562500 Penalty: 4536.687988
	Iteration 42Q: 3 clusters Score -999574.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -999576.187500 Penalty: 4536.687988
	Iteration 43Q: 3 clusters Score -999576.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -999574.625000 Penalty: 4536.687988
	Iteration 44Q: 3 clusters Score -999574.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -999574.625000 Penalty: 4536.687988
	Iteration 45F: 3 clusters Score -999574.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Entering Unmasked Estep 
Score: -3016381.750000 Penalty: 2534.581055
	Iteration 0F: 2 clusters Score -3016382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2997462.500000 Penalty: 5069.162109
	Iteration 0F: 3 clusters Score -2997462 nChanged 12198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -3004029.750000 Penalty: 5069.162109
	Iteration 1F: 3 clusters Score -3004030 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -3004435.750000 Penalty: 5069.162109
	Iteration 2Q: 3 clusters Score -3004436 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -3004770.000000 Penalty: 5069.162109
	Iteration 3Q: 3 clusters Score -3004770 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -3005060.000000 Penalty: 5069.162109
	Iteration 4Q: 3 clusters Score -3005060 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -3005355.500000 Penalty: 5069.162109
	Iteration 5Q: 3 clusters Score -3005356 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -3005675.500000 Penalty: 5069.162109
	Iteration 6Q: 3 clusters Score -3005676 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -3006034.250000 Penalty: 5069.162109
	Iteration 7Q: 3 clusters Score -3006034 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -3006539.750000 Penalty: 5069.162109
	Iteration 8Q: 3 clusters Score -3006540 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -3007206.250000 Penalty: 5069.162109
	Iteration 9Q: 3 clusters Score -3007206 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -3008047.000000 Penalty: 5069.162109
	Iteration 10F: 3 clusters Score -3008047 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -3009042.000000 Penalty: 5069.162109
	Iteration 11F: 3 clusters Score -3009042 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -3010164.500000 Penalty: 5069.162109
	Iteration 12F: 3 clusters Score -3010164 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -3011339.250000 Penalty: 5069.162109
	Iteration 13F: 3 clusters Score -3011339 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -3012347.500000 Penalty: 5069.162109
	Iteration 14Q: 3 clusters Score -3012348 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -3013038.250000 Penalty: 5069.162109
	Iteration 15Q: 3 clusters Score -3013038 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -3013485.500000 Penalty: 5069.162109
	Iteration 16Q: 3 clusters Score -3013486 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -3013776.000000 Penalty: 5069.162109
	Iteration 17Q: 3 clusters Score -3013776 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -3013951.750000 Penalty: 5069.162109
	Iteration 18Q: 3 clusters Score -3013952 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -3014031.250000 Penalty: 5069.162109
	Iteration 19Q: 3 clusters Score -3014031 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -3014076.250000 Penalty: 5069.162109
	Iteration 20F: 3 clusters Score -3014076 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -3014109.750000 Penalty: 5069.162109
	Iteration 21Q: 3 clusters Score -3014110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -3014138.000000 Penalty: 5069.162109
	Iteration 22Q: 3 clusters Score -3014138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -3014146.250000 Penalty: 5069.162109
	Iteration 23Q: 3 clusters Score -3014146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -3014157.750000 Penalty: 5069.162109
	Iteration 24Q: 3 clusters Score -3014158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -3014174.500000 Penalty: 5069.162109
	Iteration 25Q: 3 clusters Score -3014174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -3014186.500000 Penalty: 5069.162109
	Iteration 26Q: 3 clusters Score -3014186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -3014197.250000 Penalty: 5069.162109
	Iteration 27Q: 3 clusters Score -3014197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -3014203.500000 Penalty: 5069.162109
	Iteration 28Q: 3 clusters Score -3014204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -3014208.000000 Penalty: 5069.162109
	Iteration 29Q: 3 clusters Score -3014208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -3014213.750000 Penalty: 5069.162109
	Iteration 30Q: 3 clusters Score -3014214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -3014215.500000 Penalty: 5069.162109
	Iteration 31Q: 3 clusters Score -3014216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -3014217.750000 Penalty: 5069.162109
	Iteration 32Q: 3 clusters Score -3014218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -3014221.750000 Penalty: 5069.162109
	Iteration 33Q: 3 clusters Score -3014222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -3014225.000000 Penalty: 5069.162109
	Iteration 34Q: 3 clusters Score -3014225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -3014227.750000 Penalty: 5069.162109
	Iteration 35Q: 3 clusters Score -3014228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -3014227.750000 Penalty: 5069.162109
	Iteration 36F: 3 clusters Score -3014228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Entering Unmasked Estep 
Score: -1668560.125000 Penalty: 2393.761963
	Iteration 0F: 2 clusters Score -1668560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1657355.375000 Penalty: 4787.523926
	Iteration 0F: 3 clusters Score -1657355 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1661064.625000 Penalty: 4787.523926
	Iteration 1F: 3 clusters Score -1661065 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1661528.375000 Penalty: 4787.523926
	Iteration 2F: 3 clusters Score -1661528 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1662008.000000 Penalty: 4787.523926
	Iteration 3F: 3 clusters Score -1662008 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1662518.125000 Penalty: 4787.523926
	Iteration 4F: 3 clusters Score -1662518 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1663068.250000 Penalty: 4787.523926
	Iteration 5F: 3 clusters Score -1663068 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1663666.750000 Penalty: 4787.523926
	Iteration 6F: 3 clusters Score -1663667 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1664243.125000 Penalty: 4787.523926
	Iteration 7F: 3 clusters Score -1664243 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1664746.625000 Penalty: 4787.523926
	Iteration 8F: 3 clusters Score -1664747 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1665099.000000 Penalty: 4787.523926
	Iteration 9Q: 3 clusters Score -1665099 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1665386.500000 Penalty: 4787.523926
	Iteration 10Q: 3 clusters Score -1665386 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1665609.875000 Penalty: 4787.523926
	Iteration 11Q: 3 clusters Score -1665610 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1665748.375000 Penalty: 4787.523926
	Iteration 12Q: 3 clusters Score -1665748 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1665859.250000 Penalty: 4787.523926
	Iteration 13Q: 3 clusters Score -1665859 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1665945.750000 Penalty: 4787.523926
	Iteration 14Q: 3 clusters Score -1665946 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1666020.875000 Penalty: 4787.523926
	Iteration 15Q: 3 clusters Score -1666021 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1666086.750000 Penalty: 4787.523926
	Iteration 16Q: 3 clusters Score -1666087 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1666129.500000 Penalty: 4787.523926
	Iteration 17Q: 3 clusters Score -1666130 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1666173.625000 Penalty: 4787.523926
	Iteration 18Q: 3 clusters Score -1666174 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1666197.125000 Penalty: 4787.523926
	Iteration 19Q: 3 clusters Score -1666197 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1666225.875000 Penalty: 4787.523926
	Iteration 20F: 3 clusters Score -1666226 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1666248.125000 Penalty: 4787.523926
	Iteration 21Q: 3 clusters Score -1666248 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1666262.250000 Penalty: 4787.523926
	Iteration 22Q: 3 clusters Score -1666262 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1666278.500000 Penalty: 4787.523926
	Iteration 23Q: 3 clusters Score -1666278 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1666289.625000 Penalty: 4787.523926
	Iteration 24Q: 3 clusters Score -1666290 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1666309.875000 Penalty: 4787.523926
	Iteration 25Q: 3 clusters Score -1666310 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1666328.500000 Penalty: 4787.523926
	Iteration 26Q: 3 clusters Score -1666328 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1666356.250000 Penalty: 4787.523926
	Iteration 27Q: 3 clusters Score -1666356 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1666391.250000 Penalty: 4787.523926
	Iteration 28Q: 3 clusters Score -1666391 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1666438.000000 Penalty: 4787.523926
	Iteration 29Q: 3 clusters Score -1666438 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1666485.125000 Penalty: 4787.523926
	Iteration 30Q: 3 clusters Score -1666485 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1666551.375000 Penalty: 4787.523926
	Iteration 31Q: 3 clusters Score -1666551 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1666633.125000 Penalty: 4787.523926
	Iteration 32Q: 3 clusters Score -1666633 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1666730.125000 Penalty: 4787.523926
	Iteration 33Q: 3 clusters Score -1666730 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1666831.500000 Penalty: 4787.523926
	Iteration 34Q: 3 clusters Score -1666832 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1666942.625000 Penalty: 4787.523926
	Iteration 35Q: 3 clusters Score -1666943 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1667049.625000 Penalty: 4787.523926
	Iteration 36Q: 3 clusters Score -1667050 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1667127.750000 Penalty: 4787.523926
	Iteration 37Q: 3 clusters Score -1667128 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1667179.250000 Penalty: 4787.523926
	Iteration 38Q: 3 clusters Score -1667179 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1667223.375000 Penalty: 4787.523926
	Iteration 39Q: 3 clusters Score -1667223 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1667262.000000 Penalty: 4787.523926
	Iteration 40F: 3 clusters Score -1667262 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1667288.750000 Penalty: 4787.523926
	Iteration 41Q: 3 clusters Score -1667289 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1667305.250000 Penalty: 4787.523926
	Iteration 42Q: 3 clusters Score -1667305 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1667318.750000 Penalty: 4787.523926
	Iteration 43Q: 3 clusters Score -1667319 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1667333.750000 Penalty: 4787.523926
	Iteration 44Q: 3 clusters Score -1667334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1667337.375000 Penalty: 4787.523926
	Iteration 45Q: 3 clusters Score -1667337 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1667348.875000 Penalty: 4787.523926
	Iteration 46Q: 3 clusters Score -1667349 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1667352.625000 Penalty: 4787.523926
	Iteration 47Q: 3 clusters Score -1667353 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1667367.000000 Penalty: 4787.523926
	Iteration 48Q: 3 clusters Score -1667367 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1667374.750000 Penalty: 4787.523926
	Iteration 49Q: 3 clusters Score -1667375 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1667384.250000 Penalty: 4787.523926
	Iteration 50Q: 3 clusters Score -1667384 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1667392.625000 Penalty: 4787.523926
	Iteration 51Q: 3 clusters Score -1667393 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1667400.250000 Penalty: 4787.523926
	Iteration 52Q: 3 clusters Score -1667400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1667407.125000 Penalty: 4787.523926
	Iteration 53Q: 3 clusters Score -1667407 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1667420.875000 Penalty: 4787.523926
	Iteration 54Q: 3 clusters Score -1667421 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1667428.250000 Penalty: 4787.523926
	Iteration 55Q: 3 clusters Score -1667428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1667435.750000 Penalty: 4787.523926
	Iteration 56Q: 3 clusters Score -1667436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1667436.750000 Penalty: 4787.523926
	Iteration 57Q: 3 clusters Score -1667437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1667436.250000 Penalty: 4787.523926
	Iteration 58Q: 3 clusters Score -1667436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1667437.250000 Penalty: 4787.523926
	Iteration 59Q: 3 clusters Score -1667437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1667438.250000 Penalty: 4787.523926
	Iteration 60F: 3 clusters Score -1667438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1667439.375000 Penalty: 4787.523926
	Iteration 61Q: 3 clusters Score -1667439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1667444.375000 Penalty: 4787.523926
	Iteration 62Q: 3 clusters Score -1667444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1667443.500000 Penalty: 4787.523926
	Iteration 63Q: 3 clusters Score -1667444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1667445.875000 Penalty: 4787.523926
	Iteration 64Q: 3 clusters Score -1667446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1667447.875000 Penalty: 4787.523926
	Iteration 65Q: 3 clusters Score -1667448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1667443.375000 Penalty: 4787.523926
	Iteration 66Q: 3 clusters Score -1667443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1667442.125000 Penalty: 4787.523926
	Iteration 67Q: 3 clusters Score -1667442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1667441.625000 Penalty: 4787.523926
	Iteration 68Q: 3 clusters Score -1667442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1667445.000000 Penalty: 4787.523926
	Iteration 69Q: 3 clusters Score -1667445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1667444.125000 Penalty: 4787.523926
	Iteration 70Q: 3 clusters Score -1667444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1667448.125000 Penalty: 4787.523926
	Iteration 71Q: 3 clusters Score -1667448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1667448.125000 Penalty: 4787.523926
	Iteration 72Q: 3 clusters Score -1667448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1667451.625000 Penalty: 4787.523926
	Iteration 73Q: 3 clusters Score -1667452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1667450.500000 Penalty: 4787.523926
	Iteration 74Q: 3 clusters Score -1667450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1667449.250000 Penalty: 4787.523926
	Iteration 75Q: 3 clusters Score -1667449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1667450.250000 Penalty: 4787.523926
	Iteration 76Q: 3 clusters Score -1667450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1667453.875000 Penalty: 4787.523926
	Iteration 77Q: 3 clusters Score -1667454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1667453.000000 Penalty: 4787.523926
	Iteration 78Q: 3 clusters Score -1667453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1667456.500000 Penalty: 4787.523926
	Iteration 79Q: 3 clusters Score -1667456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1667456.625000 Penalty: 4787.523926
	Iteration 80F: 3 clusters Score -1667457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1667457.625000 Penalty: 4787.523926
	Iteration 81Q: 3 clusters Score -1667458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1667458.375000 Penalty: 4787.523926
	Iteration 82Q: 3 clusters Score -1667458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1667459.250000 Penalty: 4787.523926
	Iteration 83Q: 3 clusters Score -1667459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1667459.250000 Penalty: 4787.523926
	Iteration 84F: 3 clusters Score -1667459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Entering Unmasked Estep 
Score: -648597.562500 Penalty: 2201.832764
	Iteration 0F: 2 clusters Score -648597.6 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 3656 members 
Entering Unmasked Estep 
Score: -642683.750000 Penalty: 4403.665527
	Iteration 0F: 3 clusters Score -642683.8 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -644435.937500 Penalty: 4403.665527
	Iteration 1F: 3 clusters Score -644435.9 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -644834.625000 Penalty: 4403.665527
	Iteration 2F: 3 clusters Score -644834.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -645158.250000 Penalty: 4403.665527
	Iteration 3F: 3 clusters Score -645158.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -645410.687500 Penalty: 4403.665527
	Iteration 4F: 3 clusters Score -645410.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -645615.250000 Penalty: 4403.665527
	Iteration 5Q: 3 clusters Score -645615.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -645789.687500 Penalty: 4403.665527
	Iteration 6Q: 3 clusters Score -645789.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -645931.625000 Penalty: 4403.665527
	Iteration 7Q: 3 clusters Score -645931.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -646088.750000 Penalty: 4403.665527
	Iteration 8Q: 3 clusters Score -646088.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -646229.937500 Penalty: 4403.665527
	Iteration 9Q: 3 clusters Score -646229.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -646342.312500 Penalty: 4403.665527
	Iteration 10Q: 3 clusters Score -646342.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -646431.187500 Penalty: 4403.665527
	Iteration 11Q: 3 clusters Score -646431.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -646514.875000 Penalty: 4403.665527
	Iteration 12Q: 3 clusters Score -646514.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -646597.187500 Penalty: 4403.665527
	Iteration 13Q: 3 clusters Score -646597.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -646683.812500 Penalty: 4403.665527
	Iteration 14Q: 3 clusters Score -646683.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -646759.625000 Penalty: 4403.665527
	Iteration 15Q: 3 clusters Score -646759.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -646818.812500 Penalty: 4403.665527
	Iteration 16Q: 3 clusters Score -646818.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -646866.312500 Penalty: 4403.665527
	Iteration 17Q: 3 clusters Score -646866.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -646906.937500 Penalty: 4403.665527
	Iteration 18Q: 3 clusters Score -646906.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -646939.187500 Penalty: 4403.665527
	Iteration 19Q: 3 clusters Score -646939.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -646964.062500 Penalty: 4403.665527
	Iteration 20F: 3 clusters Score -646964.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -646974.062500 Penalty: 4403.665527
	Iteration 21Q: 3 clusters Score -646974.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -646980.562500 Penalty: 4403.665527
	Iteration 22Q: 3 clusters Score -646980.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -646983.187500 Penalty: 4403.665527
	Iteration 23Q: 3 clusters Score -646983.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -646986.812500 Penalty: 4403.665527
	Iteration 24Q: 3 clusters Score -646986.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -646991.000000 Penalty: 4403.665527
	Iteration 25Q: 3 clusters Score -646991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -646996.312500 Penalty: 4403.665527
	Iteration 26Q: 3 clusters Score -646996.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -646998.687500 Penalty: 4403.665527
	Iteration 27Q: 3 clusters Score -646998.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -647002.125000 Penalty: 4403.665527
	Iteration 28Q: 3 clusters Score -647002.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -647006.875000 Penalty: 4403.665527
	Iteration 29Q: 3 clusters Score -647006.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -647013.250000 Penalty: 4403.665527
	Iteration 30Q: 3 clusters Score -647013.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -647018.125000 Penalty: 4403.665527
	Iteration 31Q: 3 clusters Score -647018.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -647022.125000 Penalty: 4403.665527
	Iteration 32Q: 3 clusters Score -647022.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -647023.375000 Penalty: 4403.665527
	Iteration 33Q: 3 clusters Score -647023.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -647023.312500 Penalty: 4403.665527
	Iteration 34Q: 3 clusters Score -647023.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -647022.687500 Penalty: 4403.665527
	Iteration 35Q: 3 clusters Score -647022.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -647023.625000 Penalty: 4403.665527
	Iteration 36Q: 3 clusters Score -647023.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -647024.937500 Penalty: 4403.665527
	Iteration 37Q: 3 clusters Score -647024.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -647025.250000 Penalty: 4403.665527
	Iteration 38Q: 3 clusters Score -647025.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -647025.250000 Penalty: 4403.665527
	Iteration 39Q: 3 clusters Score -647025.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -647025.250000 Penalty: 4403.665527
	Iteration 40F: 3 clusters Score -647025.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Entering Unmasked Estep 
Score: -1409462.625000 Penalty: 2377.897705
	Iteration 0F: 2 clusters Score -1409463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1398931.000000 Penalty: 4755.795410
	Iteration 0F: 3 clusters Score -1398931 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1402528.375000 Penalty: 4755.795410
	Iteration 1F: 3 clusters Score -1402528 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1403174.000000 Penalty: 4755.795410
	Iteration 2F: 3 clusters Score -1403174 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1403766.000000 Penalty: 4755.795410
	Iteration 3F: 3 clusters Score -1403766 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1404353.250000 Penalty: 4755.795410
	Iteration 4F: 3 clusters Score -1404353 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1404880.375000 Penalty: 4755.795410
	Iteration 5F: 3 clusters Score -1404880 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1405307.875000 Penalty: 4755.795410
	Iteration 6F: 3 clusters Score -1405308 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1405625.500000 Penalty: 4755.795410
	Iteration 7Q: 3 clusters Score -1405626 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1405865.250000 Penalty: 4755.795410
	Iteration 8Q: 3 clusters Score -1405865 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1406059.250000 Penalty: 4755.795410
	Iteration 9Q: 3 clusters Score -1406059 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1406250.375000 Penalty: 4755.795410
	Iteration 10Q: 3 clusters Score -1406250 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1406441.500000 Penalty: 4755.795410
	Iteration 11Q: 3 clusters Score -1406442 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1406607.000000 Penalty: 4755.795410
	Iteration 12Q: 3 clusters Score -1406607 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1406754.875000 Penalty: 4755.795410
	Iteration 13Q: 3 clusters Score -1406755 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1406878.000000 Penalty: 4755.795410
	Iteration 14Q: 3 clusters Score -1406878 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1407013.750000 Penalty: 4755.795410
	Iteration 15Q: 3 clusters Score -1407014 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1407146.250000 Penalty: 4755.795410
	Iteration 16Q: 3 clusters Score -1407146 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1407248.250000 Penalty: 4755.795410
	Iteration 17Q: 3 clusters Score -1407248 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1407326.875000 Penalty: 4755.795410
	Iteration 18Q: 3 clusters Score -1407327 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1407385.250000 Penalty: 4755.795410
	Iteration 19Q: 3 clusters Score -1407385 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1407437.250000 Penalty: 4755.795410
	Iteration 20F: 3 clusters Score -1407437 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1407477.875000 Penalty: 4755.795410
	Iteration 21Q: 3 clusters Score -1407478 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1407517.875000 Penalty: 4755.795410
	Iteration 22Q: 3 clusters Score -1407518 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1407540.000000 Penalty: 4755.795410
	Iteration 23Q: 3 clusters Score -1407540 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1407571.875000 Penalty: 4755.795410
	Iteration 24Q: 3 clusters Score -1407572 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1407595.500000 Penalty: 4755.795410
	Iteration 25Q: 3 clusters Score -1407596 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1407612.500000 Penalty: 4755.795410
	Iteration 26Q: 3 clusters Score -1407612 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1407627.875000 Penalty: 4755.795410
	Iteration 27Q: 3 clusters Score -1407628 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1407644.250000 Penalty: 4755.795410
	Iteration 28Q: 3 clusters Score -1407644 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1407662.125000 Penalty: 4755.795410
	Iteration 29Q: 3 clusters Score -1407662 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1407677.250000 Penalty: 4755.795410
	Iteration 30Q: 3 clusters Score -1407677 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1407689.375000 Penalty: 4755.795410
	Iteration 31Q: 3 clusters Score -1407689 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1407701.750000 Penalty: 4755.795410
	Iteration 32Q: 3 clusters Score -1407702 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1407709.750000 Penalty: 4755.795410
	Iteration 33Q: 3 clusters Score -1407710 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1407727.625000 Penalty: 4755.795410
	Iteration 34Q: 3 clusters Score -1407728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1407736.750000 Penalty: 4755.795410
	Iteration 35Q: 3 clusters Score -1407737 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1407749.875000 Penalty: 4755.795410
	Iteration 36Q: 3 clusters Score -1407750 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1407759.375000 Penalty: 4755.795410
	Iteration 37Q: 3 clusters Score -1407759 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1407763.125000 Penalty: 4755.795410
	Iteration 38Q: 3 clusters Score -1407763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1407768.875000 Penalty: 4755.795410
	Iteration 39Q: 3 clusters Score -1407769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1407772.500000 Penalty: 4755.795410
	Iteration 40F: 3 clusters Score -1407772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1407778.250000 Penalty: 4755.795410
	Iteration 41Q: 3 clusters Score -1407778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1407783.500000 Penalty: 4755.795410
	Iteration 42Q: 3 clusters Score -1407784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1407787.750000 Penalty: 4755.795410
	Iteration 43Q: 3 clusters Score -1407788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1407788.500000 Penalty: 4755.795410
	Iteration 44Q: 3 clusters Score -1407788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1407796.625000 Penalty: 4755.795410
	Iteration 45Q: 3 clusters Score -1407797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1407793.125000 Penalty: 4755.795410
	Iteration 46Q: 3 clusters Score -1407793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1407793.500000 Penalty: 4755.795410
	Iteration 47Q: 3 clusters Score -1407794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1407793.625000 Penalty: 4755.795410
	Iteration 48Q: 3 clusters Score -1407794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1407794.375000 Penalty: 4755.795410
	Iteration 49Q: 3 clusters Score -1407794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1407794.375000 Penalty: 4755.795410
	Iteration 50F: 3 clusters Score -1407794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Entering Unmasked Estep 
Score: -110137.375000 Penalty: 1712.626831
	Iteration 0F: 2 clusters Score -110137.4 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 494 members 
Entering Unmasked Estep 
Score: -108191.359375 Penalty: 3425.253662
	Iteration 0F: 3 clusters Score -108191.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -108450.179688 Penalty: 3425.253662
	Iteration 1F: 3 clusters Score -108450.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -108514.507812 Penalty: 3425.253662
	Iteration 2Q: 3 clusters Score -108514.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -108551.750000 Penalty: 3425.253662
	Iteration 3Q: 3 clusters Score -108551.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -108575.468750 Penalty: 3425.253662
	Iteration 4Q: 3 clusters Score -108575.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -108598.593750 Penalty: 3425.253662
	Iteration 5Q: 3 clusters Score -108598.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -108606.000000 Penalty: 3425.253662
	Iteration 6Q: 3 clusters Score -108606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -108613.921875 Penalty: 3425.253662
	Iteration 7Q: 3 clusters Score -108613.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -108619.453125 Penalty: 3425.253662
	Iteration 8Q: 3 clusters Score -108619.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -108620.859375 Penalty: 3425.253662
	Iteration 9Q: 3 clusters Score -108620.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -108621.406250 Penalty: 3425.253662
	Iteration 10Q: 3 clusters Score -108621.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -108621.687500 Penalty: 3425.253662
	Iteration 11Q: 3 clusters Score -108621.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -108622.734375 Penalty: 3425.253662
	Iteration 12Q: 3 clusters Score -108622.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -108622.734375 Penalty: 3425.253662
	Iteration 13F: 3 clusters Score -108622.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Entering Unmasked Estep 
Score: -975258.062500 Penalty: 2260.748291
	Iteration 0F: 2 clusters Score -975258.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -968146.687500 Penalty: 4521.496582
	Iteration 0F: 3 clusters Score -968146.7 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -970143.937500 Penalty: 4521.496582
	Iteration 1F: 3 clusters Score -970143.9 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -970461.187500 Penalty: 4521.496582
	Iteration 2F: 3 clusters Score -970461.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -970691.125000 Penalty: 4521.496582
	Iteration 3F: 3 clusters Score -970691.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -970897.625000 Penalty: 4521.496582
	Iteration 4Q: 3 clusters Score -970897.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -971126.500000 Penalty: 4521.496582
	Iteration 5Q: 3 clusters Score -971126.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -971354.562500 Penalty: 4521.496582
	Iteration 6Q: 3 clusters Score -971354.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -971545.125000 Penalty: 4521.496582
	Iteration 7Q: 3 clusters Score -971545.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -971716.625000 Penalty: 4521.496582
	Iteration 8Q: 3 clusters Score -971716.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -971881.625000 Penalty: 4521.496582
	Iteration 9Q: 3 clusters Score -971881.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -972065.062500 Penalty: 4521.496582
	Iteration 10Q: 3 clusters Score -972065.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -972253.437500 Penalty: 4521.496582
	Iteration 11Q: 3 clusters Score -972253.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -972448.937500 Penalty: 4521.496582
	Iteration 12Q: 3 clusters Score -972448.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -972653.250000 Penalty: 4521.496582
	Iteration 13Q: 3 clusters Score -972653.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -972883.625000 Penalty: 4521.496582
	Iteration 14Q: 3 clusters Score -972883.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -973101.812500 Penalty: 4521.496582
	Iteration 15Q: 3 clusters Score -973101.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -973297.500000 Penalty: 4521.496582
	Iteration 16Q: 3 clusters Score -973297.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -973447.875000 Penalty: 4521.496582
	Iteration 17Q: 3 clusters Score -973447.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -973520.562500 Penalty: 4521.496582
	Iteration 18Q: 3 clusters Score -973520.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -973564.437500 Penalty: 4521.496582
	Iteration 19Q: 3 clusters Score -973564.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -973588.000000 Penalty: 4521.496582
	Iteration 20F: 3 clusters Score -973588 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -973598.812500 Penalty: 4521.496582
	Iteration 21Q: 3 clusters Score -973598.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -973605.875000 Penalty: 4521.496582
	Iteration 22Q: 3 clusters Score -973605.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -973609.812500 Penalty: 4521.496582
	Iteration 23Q: 3 clusters Score -973609.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -973613.937500 Penalty: 4521.496582
	Iteration 24Q: 3 clusters Score -973613.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -973611.875000 Penalty: 4521.496582
	Iteration 25Q: 3 clusters Score -973611.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -973610.875000 Penalty: 4521.496582
	Iteration 26Q: 3 clusters Score -973610.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -973612.625000 Penalty: 4521.496582
	Iteration 27Q: 3 clusters Score -973612.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -973615.562500 Penalty: 4521.496582
	Iteration 28Q: 3 clusters Score -973615.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -973616.250000 Penalty: 4521.496582
	Iteration 29Q: 3 clusters Score -973616.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -973618.750000 Penalty: 4521.496582
	Iteration 30Q: 3 clusters Score -973618.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -973617.875000 Penalty: 4521.496582
	Iteration 31Q: 3 clusters Score -973617.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -973617.875000 Penalty: 4521.496582
	Iteration 32F: 3 clusters Score -973617.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -98734.875000 Penalty: 1710.380127
	Iteration 0F: 2 clusters Score -98734.88 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 475 members 
Entering Unmasked Estep 
Score: -96800.570312 Penalty: 3420.760254
	Iteration 0F: 3 clusters Score -96800.57 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -97084.937500 Penalty: 3420.760254
	Iteration 1F: 3 clusters Score -97084.94 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -97167.015625 Penalty: 3420.760254
	Iteration 2F: 3 clusters Score -97167.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -97206.726562 Penalty: 3420.760254
	Iteration 3Q: 3 clusters Score -97206.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -97233.562500 Penalty: 3420.760254
	Iteration 4Q: 3 clusters Score -97233.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -97261.117188 Penalty: 3420.760254
	Iteration 5Q: 3 clusters Score -97261.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -97286.445312 Penalty: 3420.760254
	Iteration 6Q: 3 clusters Score -97286.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -97306.531250 Penalty: 3420.760254
	Iteration 7Q: 3 clusters Score -97306.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -97316.414062 Penalty: 3420.760254
	Iteration 8Q: 3 clusters Score -97316.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -97331.414062 Penalty: 3420.760254
	Iteration 9Q: 3 clusters Score -97331.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -97338.960938 Penalty: 3420.760254
	Iteration 10Q: 3 clusters Score -97338.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -97347.648438 Penalty: 3420.760254
	Iteration 11Q: 3 clusters Score -97347.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -97350.117188 Penalty: 3420.760254
	Iteration 12Q: 3 clusters Score -97350.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -97350.117188 Penalty: 3420.760254
	Iteration 13F: 3 clusters Score -97350.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -75359.398438 Penalty: 1649.269165
	Iteration 0F: 2 clusters Score -75359.4 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 389 members 
Entering Unmasked Estep 
Score: -73587.906250 Penalty: 3298.538330
	Iteration 0F: 3 clusters Score -73587.91 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -73834.531250 Penalty: 3298.538330
	Iteration 1F: 3 clusters Score -73834.53 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -73906.679688 Penalty: 3298.538330
	Iteration 2Q: 3 clusters Score -73906.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -73966.031250 Penalty: 3298.538330
	Iteration 3Q: 3 clusters Score -73966.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -74028.867188 Penalty: 3298.538330
	Iteration 4Q: 3 clusters Score -74028.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -74075.539062 Penalty: 3298.538330
	Iteration 5Q: 3 clusters Score -74075.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -74100.867188 Penalty: 3298.538330
	Iteration 6Q: 3 clusters Score -74100.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -74114.359375 Penalty: 3298.538330
	Iteration 7Q: 3 clusters Score -74114.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -74122.703125 Penalty: 3298.538330
	Iteration 8Q: 3 clusters Score -74122.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -74128.546875 Penalty: 3298.538330
	Iteration 9Q: 3 clusters Score -74128.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -74132.507812 Penalty: 3298.538330
	Iteration 10Q: 3 clusters Score -74132.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -74132.507812 Penalty: 3298.538330
	Iteration 11F: 3 clusters Score -74132.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Entering Unmasked Estep 
Score: -685544.562500 Penalty: 2167.682861
	Iteration 0F: 2 clusters Score -685544.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -680245.125000 Penalty: 4335.365723
	Iteration 0F: 3 clusters Score -680245.1 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -681645.500000 Penalty: 4335.365723
	Iteration 1F: 3 clusters Score -681645.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -681852.000000 Penalty: 4335.365723
	Iteration 2F: 3 clusters Score -681852 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -681974.625000 Penalty: 4335.365723
	Iteration 3Q: 3 clusters Score -681974.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -682055.750000 Penalty: 4335.365723
	Iteration 4Q: 3 clusters Score -682055.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -682139.000000 Penalty: 4335.365723
	Iteration 5Q: 3 clusters Score -682139 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -682194.687500 Penalty: 4335.365723
	Iteration 6Q: 3 clusters Score -682194.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -682239.812500 Penalty: 4335.365723
	Iteration 7Q: 3 clusters Score -682239.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -682282.437500 Penalty: 4335.365723
	Iteration 8Q: 3 clusters Score -682282.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -682329.875000 Penalty: 4335.365723
	Iteration 9Q: 3 clusters Score -682329.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -682368.437500 Penalty: 4335.365723
	Iteration 10Q: 3 clusters Score -682368.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -682402.750000 Penalty: 4335.365723
	Iteration 11Q: 3 clusters Score -682402.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -682434.312500 Penalty: 4335.365723
	Iteration 12Q: 3 clusters Score -682434.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -682476.125000 Penalty: 4335.365723
	Iteration 13Q: 3 clusters Score -682476.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -682508.062500 Penalty: 4335.365723
	Iteration 14Q: 3 clusters Score -682508.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -682534.312500 Penalty: 4335.365723
	Iteration 15Q: 3 clusters Score -682534.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -682560.375000 Penalty: 4335.365723
	Iteration 16Q: 3 clusters Score -682560.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -682585.500000 Penalty: 4335.365723
	Iteration 17Q: 3 clusters Score -682585.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -682609.000000 Penalty: 4335.365723
	Iteration 18Q: 3 clusters Score -682609 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -682639.625000 Penalty: 4335.365723
	Iteration 19Q: 3 clusters Score -682639.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -682669.312500 Penalty: 4335.365723
	Iteration 20F: 3 clusters Score -682669.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -682692.500000 Penalty: 4335.365723
	Iteration 21Q: 3 clusters Score -682692.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -682713.062500 Penalty: 4335.365723
	Iteration 22Q: 3 clusters Score -682713.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -682728.375000 Penalty: 4335.365723
	Iteration 23Q: 3 clusters Score -682728.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -682740.125000 Penalty: 4335.365723
	Iteration 24Q: 3 clusters Score -682740.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -682753.312500 Penalty: 4335.365723
	Iteration 25Q: 3 clusters Score -682753.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -682763.312500 Penalty: 4335.365723
	Iteration 26Q: 3 clusters Score -682763.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -682769.125000 Penalty: 4335.365723
	Iteration 27Q: 3 clusters Score -682769.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -682774.562500 Penalty: 4335.365723
	Iteration 28Q: 3 clusters Score -682774.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -682781.812500 Penalty: 4335.365723
	Iteration 29Q: 3 clusters Score -682781.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -682792.437500 Penalty: 4335.365723
	Iteration 30Q: 3 clusters Score -682792.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -682804.000000 Penalty: 4335.365723
	Iteration 31Q: 3 clusters Score -682804 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -682816.312500 Penalty: 4335.365723
	Iteration 32Q: 3 clusters Score -682816.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -682828.375000 Penalty: 4335.365723
	Iteration 33Q: 3 clusters Score -682828.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -682840.937500 Penalty: 4335.365723
	Iteration 34Q: 3 clusters Score -682840.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -682852.062500 Penalty: 4335.365723
	Iteration 35Q: 3 clusters Score -682852.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -682869.750000 Penalty: 4335.365723
	Iteration 36Q: 3 clusters Score -682869.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -682883.437500 Penalty: 4335.365723
	Iteration 37Q: 3 clusters Score -682883.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -682901.062500 Penalty: 4335.365723
	Iteration 38Q: 3 clusters Score -682901.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -682918.312500 Penalty: 4335.365723
	Iteration 39Q: 3 clusters Score -682918.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -682931.625000 Penalty: 4335.365723
	Iteration 40F: 3 clusters Score -682931.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -682941.687500 Penalty: 4335.365723
	Iteration 41Q: 3 clusters Score -682941.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -682954.125000 Penalty: 4335.365723
	Iteration 42Q: 3 clusters Score -682954.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -682966.875000 Penalty: 4335.365723
	Iteration 43Q: 3 clusters Score -682966.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -682980.812500 Penalty: 4335.365723
	Iteration 44Q: 3 clusters Score -682980.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -683000.250000 Penalty: 4335.365723
	Iteration 45Q: 3 clusters Score -683000.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -683023.625000 Penalty: 4335.365723
	Iteration 46Q: 3 clusters Score -683023.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -683044.812500 Penalty: 4335.365723
	Iteration 47Q: 3 clusters Score -683044.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -683072.625000 Penalty: 4335.365723
	Iteration 48Q: 3 clusters Score -683072.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -683099.687500 Penalty: 4335.365723
	Iteration 49Q: 3 clusters Score -683099.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -683128.562500 Penalty: 4335.365723
	Iteration 50Q: 3 clusters Score -683128.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -683150.187500 Penalty: 4335.365723
	Iteration 51Q: 3 clusters Score -683150.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -683171.437500 Penalty: 4335.365723
	Iteration 52Q: 3 clusters Score -683171.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -683199.000000 Penalty: 4335.365723
	Iteration 53Q: 3 clusters Score -683199 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -683227.562500 Penalty: 4335.365723
	Iteration 54Q: 3 clusters Score -683227.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -683246.812500 Penalty: 4335.365723
	Iteration 55Q: 3 clusters Score -683246.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -683265.062500 Penalty: 4335.365723
	Iteration 56Q: 3 clusters Score -683265.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -683280.500000 Penalty: 4335.365723
	Iteration 57Q: 3 clusters Score -683280.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -683295.812500 Penalty: 4335.365723
	Iteration 58Q: 3 clusters Score -683295.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -683315.625000 Penalty: 4335.365723
	Iteration 59Q: 3 clusters Score -683315.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -683332.375000 Penalty: 4335.365723
	Iteration 60F: 3 clusters Score -683332.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -683344.062500 Penalty: 4335.365723
	Iteration 61Q: 3 clusters Score -683344.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -683353.312500 Penalty: 4335.365723
	Iteration 62Q: 3 clusters Score -683353.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -683359.875000 Penalty: 4335.365723
	Iteration 63Q: 3 clusters Score -683359.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -683364.187500 Penalty: 4335.365723
	Iteration 64Q: 3 clusters Score -683364.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -683367.437500 Penalty: 4335.365723
	Iteration 65Q: 3 clusters Score -683367.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -683371.687500 Penalty: 4335.365723
	Iteration 66Q: 3 clusters Score -683371.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -683371.062500 Penalty: 4335.365723
	Iteration 67Q: 3 clusters Score -683371.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -683372.062500 Penalty: 4335.365723
	Iteration 68Q: 3 clusters Score -683372.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -683372.875000 Penalty: 4335.365723
	Iteration 69Q: 3 clusters Score -683372.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -683375.000000 Penalty: 4335.365723
	Iteration 70Q: 3 clusters Score -683375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -683380.375000 Penalty: 4335.365723
	Iteration 71Q: 3 clusters Score -683380.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -683385.187500 Penalty: 4335.365723
	Iteration 72Q: 3 clusters Score -683385.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -683386.500000 Penalty: 4335.365723
	Iteration 73Q: 3 clusters Score -683386.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -683388.812500 Penalty: 4335.365723
	Iteration 74Q: 3 clusters Score -683388.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -683390.875000 Penalty: 4335.365723
	Iteration 75Q: 3 clusters Score -683390.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -683393.312500 Penalty: 4335.365723
	Iteration 76Q: 3 clusters Score -683393.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -683397.312500 Penalty: 4335.365723
	Iteration 77Q: 3 clusters Score -683397.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -683399.500000 Penalty: 4335.365723
	Iteration 78Q: 3 clusters Score -683399.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -683403.062500 Penalty: 4335.365723
	Iteration 79Q: 3 clusters Score -683403.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -683408.250000 Penalty: 4335.365723
	Iteration 80F: 3 clusters Score -683408.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -683414.437500 Penalty: 4335.365723
	Iteration 81Q: 3 clusters Score -683414.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -683418.000000 Penalty: 4335.365723
	Iteration 82Q: 3 clusters Score -683418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -683420.000000 Penalty: 4335.365723
	Iteration 83Q: 3 clusters Score -683420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -683422.250000 Penalty: 4335.365723
	Iteration 84Q: 3 clusters Score -683422.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -683426.375000 Penalty: 4335.365723
	Iteration 85Q: 3 clusters Score -683426.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -683431.250000 Penalty: 4335.365723
	Iteration 86Q: 3 clusters Score -683431.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -683435.437500 Penalty: 4335.365723
	Iteration 87Q: 3 clusters Score -683435.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -683439.250000 Penalty: 4335.365723
	Iteration 88Q: 3 clusters Score -683439.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -683445.250000 Penalty: 4335.365723
	Iteration 89Q: 3 clusters Score -683445.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -683455.562500 Penalty: 4335.365723
	Iteration 90Q: 3 clusters Score -683455.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -683463.750000 Penalty: 4335.365723
	Iteration 91Q: 3 clusters Score -683463.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -683471.187500 Penalty: 4335.365723
	Iteration 92Q: 3 clusters Score -683471.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -683476.812500 Penalty: 4335.365723
	Iteration 93Q: 3 clusters Score -683476.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -683477.000000 Penalty: 4335.365723
	Iteration 94Q: 3 clusters Score -683477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -683478.937500 Penalty: 4335.365723
	Iteration 95Q: 3 clusters Score -683478.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -683480.875000 Penalty: 4335.365723
	Iteration 96Q: 3 clusters Score -683480.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -683482.625000 Penalty: 4335.365723
	Iteration 97Q: 3 clusters Score -683482.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -683483.375000 Penalty: 4335.365723
	Iteration 98Q: 3 clusters Score -683483.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -683486.687500 Penalty: 4335.365723
	Iteration 99Q: 3 clusters Score -683486.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -683487.437500 Penalty: 4335.365723
	Iteration 100F: 3 clusters Score -683487.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -683488.062500 Penalty: 4335.365723
	Iteration 101Q: 3 clusters Score -683488.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -683490.250000 Penalty: 4335.365723
	Iteration 102Q: 3 clusters Score -683490.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -683490.000000 Penalty: 4335.365723
	Iteration 103Q: 3 clusters Score -683490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -683490.562500 Penalty: 4335.365723
	Iteration 104Q: 3 clusters Score -683490.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -683490.687500 Penalty: 4335.365723
	Iteration 105Q: 3 clusters Score -683490.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -683490.687500 Penalty: 4335.365723
	Iteration 106F: 3 clusters Score -683490.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Entering Unmasked Estep 
Score: -1683222.500000 Penalty: 2421.028564
	Iteration 0F: 2 clusters Score -1683222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1670898.500000 Penalty: 4842.057129
	Iteration 0F: 3 clusters Score -1670898 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1675569.375000 Penalty: 4842.057129
	Iteration 1F: 3 clusters Score -1675569 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1676381.875000 Penalty: 4842.057129
	Iteration 2F: 3 clusters Score -1676382 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1677034.625000 Penalty: 4842.057129
	Iteration 3F: 3 clusters Score -1677035 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1677568.375000 Penalty: 4842.057129
	Iteration 4F: 3 clusters Score -1677568 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1678045.750000 Penalty: 4842.057129
	Iteration 5F: 3 clusters Score -1678046 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1678504.500000 Penalty: 4842.057129
	Iteration 6Q: 3 clusters Score -1678504 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1678922.375000 Penalty: 4842.057129
	Iteration 7Q: 3 clusters Score -1678922 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1679289.875000 Penalty: 4842.057129
	Iteration 8Q: 3 clusters Score -1679290 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1679591.500000 Penalty: 4842.057129
	Iteration 9Q: 3 clusters Score -1679592 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1679830.750000 Penalty: 4842.057129
	Iteration 10Q: 3 clusters Score -1679831 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1680012.750000 Penalty: 4842.057129
	Iteration 11Q: 3 clusters Score -1680013 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -1680173.250000 Penalty: 4842.057129
	Iteration 12Q: 3 clusters Score -1680173 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1680349.625000 Penalty: 4842.057129
	Iteration 13Q: 3 clusters Score -1680350 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1680488.500000 Penalty: 4842.057129
	Iteration 14Q: 3 clusters Score -1680488 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1680624.625000 Penalty: 4842.057129
	Iteration 15Q: 3 clusters Score -1680625 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1680739.125000 Penalty: 4842.057129
	Iteration 16Q: 3 clusters Score -1680739 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1680831.875000 Penalty: 4842.057129
	Iteration 17Q: 3 clusters Score -1680832 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1680903.375000 Penalty: 4842.057129
	Iteration 18Q: 3 clusters Score -1680903 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -1680954.750000 Penalty: 4842.057129
	Iteration 19Q: 3 clusters Score -1680955 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1681019.875000 Penalty: 4842.057129
	Iteration 20F: 3 clusters Score -1681020 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -1681061.625000 Penalty: 4842.057129
	Iteration 21Q: 3 clusters Score -1681062 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1681101.125000 Penalty: 4842.057129
	Iteration 22Q: 3 clusters Score -1681101 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -1681138.500000 Penalty: 4842.057129
	Iteration 23Q: 3 clusters Score -1681138 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -1681160.625000 Penalty: 4842.057129
	Iteration 24Q: 3 clusters Score -1681161 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1681188.375000 Penalty: 4842.057129
	Iteration 25Q: 3 clusters Score -1681188 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -1681214.125000 Penalty: 4842.057129
	Iteration 26Q: 3 clusters Score -1681214 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -1681242.875000 Penalty: 4842.057129
	Iteration 27Q: 3 clusters Score -1681243 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -1681268.625000 Penalty: 4842.057129
	Iteration 28Q: 3 clusters Score -1681269 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -1681286.375000 Penalty: 4842.057129
	Iteration 29Q: 3 clusters Score -1681286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -1681300.875000 Penalty: 4842.057129
	Iteration 30Q: 3 clusters Score -1681301 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -1681315.375000 Penalty: 4842.057129
	Iteration 31Q: 3 clusters Score -1681315 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -1681323.750000 Penalty: 4842.057129
	Iteration 32Q: 3 clusters Score -1681324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -1681336.250000 Penalty: 4842.057129
	Iteration 33Q: 3 clusters Score -1681336 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -1681349.875000 Penalty: 4842.057129
	Iteration 34Q: 3 clusters Score -1681350 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -1681364.750000 Penalty: 4842.057129
	Iteration 35Q: 3 clusters Score -1681365 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -1681381.250000 Penalty: 4842.057129
	Iteration 36Q: 3 clusters Score -1681381 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -1681393.375000 Penalty: 4842.057129
	Iteration 37Q: 3 clusters Score -1681393 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -1681403.500000 Penalty: 4842.057129
	Iteration 38Q: 3 clusters Score -1681404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -1681409.625000 Penalty: 4842.057129
	Iteration 39Q: 3 clusters Score -1681410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -1681418.500000 Penalty: 4842.057129
	Iteration 40F: 3 clusters Score -1681418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -1681419.000000 Penalty: 4842.057129
	Iteration 41Q: 3 clusters Score -1681419 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -1681432.250000 Penalty: 4842.057129
	Iteration 42Q: 3 clusters Score -1681432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -1681437.625000 Penalty: 4842.057129
	Iteration 43Q: 3 clusters Score -1681438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -1681444.750000 Penalty: 4842.057129
	Iteration 44Q: 3 clusters Score -1681445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -1681447.000000 Penalty: 4842.057129
	Iteration 45Q: 3 clusters Score -1681447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -1681452.250000 Penalty: 4842.057129
	Iteration 46Q: 3 clusters Score -1681452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -1681451.875000 Penalty: 4842.057129
	Iteration 47Q: 3 clusters Score -1681452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -1681460.875000 Penalty: 4842.057129
	Iteration 48Q: 3 clusters Score -1681461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -1681460.500000 Penalty: 4842.057129
	Iteration 49Q: 3 clusters Score -1681460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -1681474.250000 Penalty: 4842.057129
	Iteration 50Q: 3 clusters Score -1681474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -1681484.125000 Penalty: 4842.057129
	Iteration 51Q: 3 clusters Score -1681484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -1681490.500000 Penalty: 4842.057129
	Iteration 52Q: 3 clusters Score -1681490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -1681489.750000 Penalty: 4842.057129
	Iteration 53Q: 3 clusters Score -1681490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -1681491.250000 Penalty: 4842.057129
	Iteration 54Q: 3 clusters Score -1681491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -1681499.125000 Penalty: 4842.057129
	Iteration 55Q: 3 clusters Score -1681499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -1681504.750000 Penalty: 4842.057129
	Iteration 56Q: 3 clusters Score -1681505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -1681518.375000 Penalty: 4842.057129
	Iteration 57Q: 3 clusters Score -1681518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -1681522.000000 Penalty: 4842.057129
	Iteration 58Q: 3 clusters Score -1681522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -1681521.250000 Penalty: 4842.057129
	Iteration 59Q: 3 clusters Score -1681521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -1681521.625000 Penalty: 4842.057129
	Iteration 60F: 3 clusters Score -1681522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -1681522.875000 Penalty: 4842.057129
	Iteration 61Q: 3 clusters Score -1681523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -1681527.125000 Penalty: 4842.057129
	Iteration 62Q: 3 clusters Score -1681527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -1681524.500000 Penalty: 4842.057129
	Iteration 63Q: 3 clusters Score -1681524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -1681529.000000 Penalty: 4842.057129
	Iteration 64Q: 3 clusters Score -1681529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -1681530.625000 Penalty: 4842.057129
	Iteration 65Q: 3 clusters Score -1681531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -1681530.125000 Penalty: 4842.057129
	Iteration 66Q: 3 clusters Score -1681530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -1681536.000000 Penalty: 4842.057129
	Iteration 67Q: 3 clusters Score -1681536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -1681535.875000 Penalty: 4842.057129
	Iteration 68Q: 3 clusters Score -1681536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -1681538.375000 Penalty: 4842.057129
	Iteration 69Q: 3 clusters Score -1681538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -1681537.750000 Penalty: 4842.057129
	Iteration 70Q: 3 clusters Score -1681538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -1681538.875000 Penalty: 4842.057129
	Iteration 71Q: 3 clusters Score -1681539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -1681538.750000 Penalty: 4842.057129
	Iteration 72Q: 3 clusters Score -1681539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -1681542.625000 Penalty: 4842.057129
	Iteration 73Q: 3 clusters Score -1681543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -1681547.625000 Penalty: 4842.057129
	Iteration 74Q: 3 clusters Score -1681548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -1681550.125000 Penalty: 4842.057129
	Iteration 75Q: 3 clusters Score -1681550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -1681549.625000 Penalty: 4842.057129
	Iteration 76Q: 3 clusters Score -1681550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -1681550.000000 Penalty: 4842.057129
	Iteration 77Q: 3 clusters Score -1681550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -1681548.625000 Penalty: 4842.057129
	Iteration 78Q: 3 clusters Score -1681549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -1681546.125000 Penalty: 4842.057129
	Iteration 79Q: 3 clusters Score -1681546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -1681546.125000 Penalty: 4842.057129
	Iteration 80F: 3 clusters Score -1681546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Entering Unmasked Estep 
Score: -179340.187500 Penalty: 1833.986694
	Iteration 0F: 2 clusters Score -179340.2 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 823 members 
Entering Unmasked Estep 
Score: -176977.296875 Penalty: 3667.973389
	Iteration 0F: 3 clusters Score -176977.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -177347.109375 Penalty: 3667.973389
	Iteration 1F: 3 clusters Score -177347.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -177447.515625 Penalty: 3667.973389
	Iteration 2F: 3 clusters Score -177447.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -177489.609375 Penalty: 3667.973389
	Iteration 3Q: 3 clusters Score -177489.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -177508.828125 Penalty: 3667.973389
	Iteration 4Q: 3 clusters Score -177508.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -177522.265625 Penalty: 3667.973389
	Iteration 5Q: 3 clusters Score -177522.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -177530.187500 Penalty: 3667.973389
	Iteration 6Q: 3 clusters Score -177530.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -177536.328125 Penalty: 3667.973389
	Iteration 7Q: 3 clusters Score -177536.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -177542.875000 Penalty: 3667.973389
	Iteration 8Q: 3 clusters Score -177542.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -177549.031250 Penalty: 3667.973389
	Iteration 9Q: 3 clusters Score -177549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -177552.765625 Penalty: 3667.973389
	Iteration 10Q: 3 clusters Score -177552.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -177554.203125 Penalty: 3667.973389
	Iteration 11Q: 3 clusters Score -177554.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -177556.343750 Penalty: 3667.973389
	Iteration 12Q: 3 clusters Score -177556.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -177559.765625 Penalty: 3667.973389
	Iteration 13Q: 3 clusters Score -177559.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -177562.546875 Penalty: 3667.973389
	Iteration 14Q: 3 clusters Score -177562.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -177562.546875 Penalty: 3667.973389
	Iteration 15F: 3 clusters Score -177562.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Entering Unmasked Estep 
Score: -3385296.500000 Penalty: 2587.784668
	Iteration 0F: 2 clusters Score -3385296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -3361996.000000 Penalty: 5175.569336
	Iteration 0F: 3 clusters Score -3361996 nChanged 15560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -3370797.750000 Penalty: 5175.569336
	Iteration 1F: 3 clusters Score -3370798 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -3371622.750000 Penalty: 5175.569336
	Iteration 2F: 3 clusters Score -3371623 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -3372466.000000 Penalty: 5175.569336
	Iteration 3F: 3 clusters Score -3372466 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -3373484.500000 Penalty: 5175.569336
	Iteration 4F: 3 clusters Score -3373484 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -3374554.250000 Penalty: 5175.569336
	Iteration 5F: 3 clusters Score -3374554 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -3375573.000000 Penalty: 5175.569336
	Iteration 6F: 3 clusters Score -3375573 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -3376568.750000 Penalty: 5175.569336
	Iteration 7F: 3 clusters Score -3376569 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -3377488.000000 Penalty: 5175.569336
	Iteration 8Q: 3 clusters Score -3377488 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -3378384.250000 Penalty: 5175.569336
	Iteration 9Q: 3 clusters Score -3378384 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -3379087.500000 Penalty: 5175.569336
	Iteration 10Q: 3 clusters Score -3379088 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -3379596.500000 Penalty: 5175.569336
	Iteration 11Q: 3 clusters Score -3379596 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -3379959.250000 Penalty: 5175.569336
	Iteration 12Q: 3 clusters Score -3379959 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -3380186.000000 Penalty: 5175.569336
	Iteration 13Q: 3 clusters Score -3380186 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -3380374.500000 Penalty: 5175.569336
	Iteration 14Q: 3 clusters Score -3380374 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -3380504.000000 Penalty: 5175.569336
	Iteration 15Q: 3 clusters Score -3380504 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -3380620.250000 Penalty: 5175.569336
	Iteration 16Q: 3 clusters Score -3380620 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -3380723.500000 Penalty: 5175.569336
	Iteration 17Q: 3 clusters Score -3380724 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -3380842.250000 Penalty: 5175.569336
	Iteration 18Q: 3 clusters Score -3380842 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -3380934.000000 Penalty: 5175.569336
	Iteration 19Q: 3 clusters Score -3380934 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -3381020.500000 Penalty: 5175.569336
	Iteration 20F: 3 clusters Score -3381020 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -3381089.000000 Penalty: 5175.569336
	Iteration 21Q: 3 clusters Score -3381089 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -3381138.250000 Penalty: 5175.569336
	Iteration 22Q: 3 clusters Score -3381138 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -3381188.500000 Penalty: 5175.569336
	Iteration 23Q: 3 clusters Score -3381188 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -3381229.000000 Penalty: 5175.569336
	Iteration 24Q: 3 clusters Score -3381229 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -3381256.500000 Penalty: 5175.569336
	Iteration 25Q: 3 clusters Score -3381256 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -3381294.000000 Penalty: 5175.569336
	Iteration 26Q: 3 clusters Score -3381294 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -3381331.750000 Penalty: 5175.569336
	Iteration 27Q: 3 clusters Score -3381332 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -3381380.750000 Penalty: 5175.569336
	Iteration 28Q: 3 clusters Score -3381381 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -3381423.250000 Penalty: 5175.569336
	Iteration 29Q: 3 clusters Score -3381423 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -3381478.750000 Penalty: 5175.569336
	Iteration 30Q: 3 clusters Score -3381479 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -3381530.500000 Penalty: 5175.569336
	Iteration 31Q: 3 clusters Score -3381530 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -3381584.500000 Penalty: 5175.569336
	Iteration 32Q: 3 clusters Score -3381584 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -3381627.000000 Penalty: 5175.569336
	Iteration 33Q: 3 clusters Score -3381627 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -3381702.000000 Penalty: 5175.569336
	Iteration 34Q: 3 clusters Score -3381702 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -3381751.250000 Penalty: 5175.569336
	Iteration 35Q: 3 clusters Score -3381751 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -3381813.250000 Penalty: 5175.569336
	Iteration 36Q: 3 clusters Score -3381813 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -3381872.000000 Penalty: 5175.569336
	Iteration 37Q: 3 clusters Score -3381872 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -3381921.500000 Penalty: 5175.569336
	Iteration 38Q: 3 clusters Score -3381922 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -3381981.500000 Penalty: 5175.569336
	Iteration 39Q: 3 clusters Score -3381982 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -3382062.250000 Penalty: 5175.569336
	Iteration 40F: 3 clusters Score -3382062 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -3382126.750000 Penalty: 5175.569336
	Iteration 41Q: 3 clusters Score -3382127 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -3382209.000000 Penalty: 5175.569336
	Iteration 42Q: 3 clusters Score -3382209 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -3382301.250000 Penalty: 5175.569336
	Iteration 43Q: 3 clusters Score -3382301 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -3382373.000000 Penalty: 5175.569336
	Iteration 44Q: 3 clusters Score -3382373 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -3382430.750000 Penalty: 5175.569336
	Iteration 45Q: 3 clusters Score -3382431 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -3382499.250000 Penalty: 5175.569336
	Iteration 46Q: 3 clusters Score -3382499 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -3382564.000000 Penalty: 5175.569336
	Iteration 47Q: 3 clusters Score -3382564 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -3382641.750000 Penalty: 5175.569336
	Iteration 48Q: 3 clusters Score -3382642 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -3382732.750000 Penalty: 5175.569336
	Iteration 49Q: 3 clusters Score -3382733 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -3382813.750000 Penalty: 5175.569336
	Iteration 50Q: 3 clusters Score -3382814 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -3382866.000000 Penalty: 5175.569336
	Iteration 51Q: 3 clusters Score -3382866 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3382908.000000 Penalty: 5175.569336
	Iteration 52Q: 3 clusters Score -3382908 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3382964.000000 Penalty: 5175.569336
	Iteration 53Q: 3 clusters Score -3382964 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3383006.500000 Penalty: 5175.569336
	Iteration 54Q: 3 clusters Score -3383006 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3383047.250000 Penalty: 5175.569336
	Iteration 55Q: 3 clusters Score -3383047 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3383079.500000 Penalty: 5175.569336
	Iteration 56Q: 3 clusters Score -3383080 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3383116.000000 Penalty: 5175.569336
	Iteration 57Q: 3 clusters Score -3383116 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3383142.250000 Penalty: 5175.569336
	Iteration 58Q: 3 clusters Score -3383142 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3383169.500000 Penalty: 5175.569336
	Iteration 59Q: 3 clusters Score -3383170 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3383197.500000 Penalty: 5175.569336
	Iteration 60F: 3 clusters Score -3383198 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3383219.500000 Penalty: 5175.569336
	Iteration 61Q: 3 clusters Score -3383220 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3383213.500000 Penalty: 5175.569336
	Iteration 62Q: 3 clusters Score -3383214 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3383226.500000 Penalty: 5175.569336
	Iteration 63Q: 3 clusters Score -3383226 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3383235.750000 Penalty: 5175.569336
	Iteration 64Q: 3 clusters Score -3383236 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3383256.000000 Penalty: 5175.569336
	Iteration 65Q: 3 clusters Score -3383256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3383267.250000 Penalty: 5175.569336
	Iteration 66Q: 3 clusters Score -3383267 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3383274.500000 Penalty: 5175.569336
	Iteration 67Q: 3 clusters Score -3383274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3383294.250000 Penalty: 5175.569336
	Iteration 68Q: 3 clusters Score -3383294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3383302.500000 Penalty: 5175.569336
	Iteration 69Q: 3 clusters Score -3383302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3383310.250000 Penalty: 5175.569336
	Iteration 70Q: 3 clusters Score -3383310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3383325.750000 Penalty: 5175.569336
	Iteration 71Q: 3 clusters Score -3383326 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3383328.250000 Penalty: 5175.569336
	Iteration 72Q: 3 clusters Score -3383328 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3383338.250000 Penalty: 5175.569336
	Iteration 73Q: 3 clusters Score -3383338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3383351.750000 Penalty: 5175.569336
	Iteration 74Q: 3 clusters Score -3383352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3383359.500000 Penalty: 5175.569336
	Iteration 75Q: 3 clusters Score -3383360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3383363.500000 Penalty: 5175.569336
	Iteration 76Q: 3 clusters Score -3383364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3383360.000000 Penalty: 5175.569336
	Iteration 77Q: 3 clusters Score -3383360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3383365.750000 Penalty: 5175.569336
	Iteration 78Q: 3 clusters Score -3383366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3383372.750000 Penalty: 5175.569336
	Iteration 79Q: 3 clusters Score -3383373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3383375.750000 Penalty: 5175.569336
	Iteration 80F: 3 clusters Score -3383376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3383376.250000 Penalty: 5175.569336
	Iteration 81Q: 3 clusters Score -3383376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3383377.750000 Penalty: 5175.569336
	Iteration 82Q: 3 clusters Score -3383378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3383376.500000 Penalty: 5175.569336
	Iteration 83Q: 3 clusters Score -3383376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3383381.250000 Penalty: 5175.569336
	Iteration 84Q: 3 clusters Score -3383381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3383382.500000 Penalty: 5175.569336
	Iteration 85Q: 3 clusters Score -3383382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3383382.000000 Penalty: 5175.569336
	Iteration 86Q: 3 clusters Score -3383382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3383382.000000 Penalty: 5175.569336
	Iteration 87F: 3 clusters Score -3383382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -548361.375000 Penalty: 2111.667969
	Iteration 0F: 2 clusters Score -548361.4 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 2474 members 
Entering Unmasked Estep 
Score: -543858.750000 Penalty: 4223.335938
	Iteration 0F: 3 clusters Score -543858.8 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -544933.500000 Penalty: 4223.335938
	Iteration 1F: 3 clusters Score -544933.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -545138.562500 Penalty: 4223.335938
	Iteration 2F: 3 clusters Score -545138.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -545253.375000 Penalty: 4223.335938
	Iteration 3Q: 3 clusters Score -545253.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -545323.812500 Penalty: 4223.335938
	Iteration 4Q: 3 clusters Score -545323.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -545392.000000 Penalty: 4223.335938
	Iteration 5Q: 3 clusters Score -545392 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -545446.062500 Penalty: 4223.335938
	Iteration 6Q: 3 clusters Score -545446.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -545484.625000 Penalty: 4223.335938
	Iteration 7Q: 3 clusters Score -545484.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -545512.625000 Penalty: 4223.335938
	Iteration 8Q: 3 clusters Score -545512.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -545540.125000 Penalty: 4223.335938
	Iteration 9Q: 3 clusters Score -545540.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -545565.750000 Penalty: 4223.335938
	Iteration 10Q: 3 clusters Score -545565.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -545587.500000 Penalty: 4223.335938
	Iteration 11Q: 3 clusters Score -545587.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -545614.500000 Penalty: 4223.335938
	Iteration 12Q: 3 clusters Score -545614.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -545640.812500 Penalty: 4223.335938
	Iteration 13Q: 3 clusters Score -545640.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -545666.250000 Penalty: 4223.335938
	Iteration 14Q: 3 clusters Score -545666.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -545699.187500 Penalty: 4223.335938
	Iteration 15Q: 3 clusters Score -545699.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -545735.000000 Penalty: 4223.335938
	Iteration 16Q: 3 clusters Score -545735 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -545774.687500 Penalty: 4223.335938
	Iteration 17Q: 3 clusters Score -545774.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -545813.062500 Penalty: 4223.335938
	Iteration 18Q: 3 clusters Score -545813.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -545852.812500 Penalty: 4223.335938
	Iteration 19Q: 3 clusters Score -545852.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -545900.937500 Penalty: 4223.335938
	Iteration 20F: 3 clusters Score -545900.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -545950.250000 Penalty: 4223.335938
	Iteration 21Q: 3 clusters Score -545950.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -545996.000000 Penalty: 4223.335938
	Iteration 22Q: 3 clusters Score -545996 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -546034.062500 Penalty: 4223.335938
	Iteration 23Q: 3 clusters Score -546034.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -546072.750000 Penalty: 4223.335938
	Iteration 24Q: 3 clusters Score -546072.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -546108.500000 Penalty: 4223.335938
	Iteration 25Q: 3 clusters Score -546108.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -546131.125000 Penalty: 4223.335938
	Iteration 26Q: 3 clusters Score -546131.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -546156.250000 Penalty: 4223.335938
	Iteration 27Q: 3 clusters Score -546156.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -546179.687500 Penalty: 4223.335938
	Iteration 28Q: 3 clusters Score -546179.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -546204.187500 Penalty: 4223.335938
	Iteration 29Q: 3 clusters Score -546204.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -546228.375000 Penalty: 4223.335938
	Iteration 30Q: 3 clusters Score -546228.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -546253.125000 Penalty: 4223.335938
	Iteration 31Q: 3 clusters Score -546253.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -546271.000000 Penalty: 4223.335938
	Iteration 32Q: 3 clusters Score -546271 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -546281.437500 Penalty: 4223.335938
	Iteration 33Q: 3 clusters Score -546281.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -546286.000000 Penalty: 4223.335938
	Iteration 34Q: 3 clusters Score -546286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -546294.062500 Penalty: 4223.335938
	Iteration 35Q: 3 clusters Score -546294.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -546307.937500 Penalty: 4223.335938
	Iteration 36Q: 3 clusters Score -546307.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -546329.062500 Penalty: 4223.335938
	Iteration 37Q: 3 clusters Score -546329.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -546344.437500 Penalty: 4223.335938
	Iteration 38Q: 3 clusters Score -546344.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -546357.625000 Penalty: 4223.335938
	Iteration 39Q: 3 clusters Score -546357.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -546367.062500 Penalty: 4223.335938
	Iteration 40F: 3 clusters Score -546367.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -546372.375000 Penalty: 4223.335938
	Iteration 41Q: 3 clusters Score -546372.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -546377.812500 Penalty: 4223.335938
	Iteration 42Q: 3 clusters Score -546377.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -546382.125000 Penalty: 4223.335938
	Iteration 43Q: 3 clusters Score -546382.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -546383.875000 Penalty: 4223.335938
	Iteration 44Q: 3 clusters Score -546383.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -546384.312500 Penalty: 4223.335938
	Iteration 45Q: 3 clusters Score -546384.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -546384.312500 Penalty: 4223.335938
	Iteration 46F: 3 clusters Score -546384.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -186173.250000 Penalty: 1942.732788
	Iteration 0F: 2 clusters Score -186173.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -183226.625000 Penalty: 3885.465576
	Iteration 0F: 3 clusters Score -183226.6 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -183922.750000 Penalty: 3885.465576
	Iteration 1F: 3 clusters Score -183922.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -184178.406250 Penalty: 3885.465576
	Iteration 2F: 3 clusters Score -184178.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -184382.093750 Penalty: 3885.465576
	Iteration 3F: 3 clusters Score -184382.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -184533.109375 Penalty: 3885.465576
	Iteration 4F: 3 clusters Score -184533.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -184682.875000 Penalty: 3885.465576
	Iteration 5Q: 3 clusters Score -184682.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -184778.843750 Penalty: 3885.465576
	Iteration 6Q: 3 clusters Score -184778.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -184841.109375 Penalty: 3885.465576
	Iteration 7Q: 3 clusters Score -184841.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -184889.890625 Penalty: 3885.465576
	Iteration 8Q: 3 clusters Score -184889.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -184918.484375 Penalty: 3885.465576
	Iteration 9Q: 3 clusters Score -184918.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -184942.093750 Penalty: 3885.465576
	Iteration 10Q: 3 clusters Score -184942.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -184959.203125 Penalty: 3885.465576
	Iteration 11Q: 3 clusters Score -184959.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -184972.765625 Penalty: 3885.465576
	Iteration 12Q: 3 clusters Score -184972.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -184986.937500 Penalty: 3885.465576
	Iteration 13Q: 3 clusters Score -184986.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -184995.343750 Penalty: 3885.465576
	Iteration 14Q: 3 clusters Score -184995.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -184999.406250 Penalty: 3885.465576
	Iteration 15Q: 3 clusters Score -184999.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -185004.187500 Penalty: 3885.465576
	Iteration 16Q: 3 clusters Score -185004.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -185008.687500 Penalty: 3885.465576
	Iteration 17Q: 3 clusters Score -185008.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -185011.875000 Penalty: 3885.465576
	Iteration 18Q: 3 clusters Score -185011.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -185018.406250 Penalty: 3885.465576
	Iteration 19Q: 3 clusters Score -185018.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -185023.203125 Penalty: 3885.465576
	Iteration 20F: 3 clusters Score -185023.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -185025.203125 Penalty: 3885.465576
	Iteration 21Q: 3 clusters Score -185025.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -185027.703125 Penalty: 3885.465576
	Iteration 22Q: 3 clusters Score -185027.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -185030.984375 Penalty: 3885.465576
	Iteration 23Q: 3 clusters Score -185031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -185034.031250 Penalty: 3885.465576
	Iteration 24Q: 3 clusters Score -185034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -185037.515625 Penalty: 3885.465576
	Iteration 25Q: 3 clusters Score -185037.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -185038.828125 Penalty: 3885.465576
	Iteration 26Q: 3 clusters Score -185038.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -185039.562500 Penalty: 3885.465576
	Iteration 27Q: 3 clusters Score -185039.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -185040.000000 Penalty: 3885.465576
	Iteration 28Q: 3 clusters Score -185040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -185041.906250 Penalty: 3885.465576
	Iteration 29Q: 3 clusters Score -185041.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -185042.406250 Penalty: 3885.465576
	Iteration 30Q: 3 clusters Score -185042.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -185043.625000 Penalty: 3885.465576
	Iteration 31Q: 3 clusters Score -185043.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -185044.750000 Penalty: 3885.465576
	Iteration 32Q: 3 clusters Score -185044.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -185046.734375 Penalty: 3885.465576
	Iteration 33Q: 3 clusters Score -185046.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -185046.734375 Penalty: 3885.465576
	Iteration 34F: 3 clusters Score -185046.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -22268.267578 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -22268.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21077.589844 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -21077.59 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -21205.478516 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -21205.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21250.228516 Penalty: 2856.415283
	Iteration 2Q: 3 clusters Score -21250.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21268.626953 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -21268.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21270.011719 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -21270.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21271.925781 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -21271.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21275.562500 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -21275.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21277.279297 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -21277.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21277.699219 Penalty: 2856.415283
	Iteration 8Q: 3 clusters Score -21277.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21277.699219 Penalty: 2856.415283
	Iteration 9F: 3 clusters Score -21277.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Entering Unmasked Estep 
Score: -3194476.250000 Penalty: 2549.687744
	Iteration 0F: 2 clusters Score -3194476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -3174550.250000 Penalty: 5099.375488
	Iteration 0F: 3 clusters Score -3174550 nChanged 13008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -3181513.750000 Penalty: 5099.375488
	Iteration 1F: 3 clusters Score -3181514 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -3182058.500000 Penalty: 5099.375488
	Iteration 2Q: 3 clusters Score -3182058 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -3182708.750000 Penalty: 5099.375488
	Iteration 3F: 3 clusters Score -3182709 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -3183392.750000 Penalty: 5099.375488
	Iteration 4Q: 3 clusters Score -3183393 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -3184188.000000 Penalty: 5099.375488
	Iteration 5F: 3 clusters Score -3184188 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -3185057.750000 Penalty: 5099.375488
	Iteration 6F: 3 clusters Score -3185058 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -3185874.000000 Penalty: 5099.375488
	Iteration 7F: 3 clusters Score -3185874 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -3186678.750000 Penalty: 5099.375488
	Iteration 8F: 3 clusters Score -3186679 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -3187363.000000 Penalty: 5099.375488
	Iteration 9Q: 3 clusters Score -3187363 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -3188033.750000 Penalty: 5099.375488
	Iteration 10Q: 3 clusters Score -3188034 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -3188732.250000 Penalty: 5099.375488
	Iteration 11Q: 3 clusters Score -3188732 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -3189293.000000 Penalty: 5099.375488
	Iteration 12Q: 3 clusters Score -3189293 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -3189797.250000 Penalty: 5099.375488
	Iteration 13Q: 3 clusters Score -3189797 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -3190329.000000 Penalty: 5099.375488
	Iteration 14Q: 3 clusters Score -3190329 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -3190855.500000 Penalty: 5099.375488
	Iteration 15Q: 3 clusters Score -3190856 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -3191351.250000 Penalty: 5099.375488
	Iteration 16Q: 3 clusters Score -3191351 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -3191791.000000 Penalty: 5099.375488
	Iteration 17Q: 3 clusters Score -3191791 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -3192124.000000 Penalty: 5099.375488
	Iteration 18Q: 3 clusters Score -3192124 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -3192321.500000 Penalty: 5099.375488
	Iteration 19Q: 3 clusters Score -3192322 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -3192439.000000 Penalty: 5099.375488
	Iteration 20F: 3 clusters Score -3192439 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -3192503.750000 Penalty: 5099.375488
	Iteration 21Q: 3 clusters Score -3192504 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -3192524.750000 Penalty: 5099.375488
	Iteration 22Q: 3 clusters Score -3192525 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -3192539.250000 Penalty: 5099.375488
	Iteration 23Q: 3 clusters Score -3192539 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -3192550.500000 Penalty: 5099.375488
	Iteration 24Q: 3 clusters Score -3192550 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -3192557.750000 Penalty: 5099.375488
	Iteration 25Q: 3 clusters Score -3192558 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -3192568.500000 Penalty: 5099.375488
	Iteration 26Q: 3 clusters Score -3192568 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -3192574.500000 Penalty: 5099.375488
	Iteration 27Q: 3 clusters Score -3192574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -3192569.500000 Penalty: 5099.375488
	Iteration 28Q: 3 clusters Score -3192570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -3192577.250000 Penalty: 5099.375488
	Iteration 29Q: 3 clusters Score -3192577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -3192574.500000 Penalty: 5099.375488
	Iteration 30Q: 3 clusters Score -3192574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -3192575.250000 Penalty: 5099.375488
	Iteration 31Q: 3 clusters Score -3192575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -3192572.500000 Penalty: 5099.375488
	Iteration 32Q: 3 clusters Score -3192572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -3192579.500000 Penalty: 5099.375488
	Iteration 33Q: 3 clusters Score -3192580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -3192572.750000 Penalty: 5099.375488
	Iteration 34Q: 3 clusters Score -3192573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -3192570.000000 Penalty: 5099.375488
	Iteration 35Q: 3 clusters Score -3192570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -3192574.750000 Penalty: 5099.375488
	Iteration 36Q: 3 clusters Score -3192575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -3192574.750000 Penalty: 5099.375488
	Iteration 37F: 3 clusters Score -3192575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Entering Unmasked Estep 
Score: -1284892.500000 Penalty: 2395.651855
	Iteration 0F: 2 clusters Score -1284892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1273588.125000 Penalty: 4791.303711
	Iteration 0F: 3 clusters Score -1273588 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1277232.500000 Penalty: 4791.303711
	Iteration 1F: 3 clusters Score -1277232 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1277684.250000 Penalty: 4791.303711
	Iteration 2F: 3 clusters Score -1277684 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1278060.250000 Penalty: 4791.303711
	Iteration 3F: 3 clusters Score -1278060 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1278463.500000 Penalty: 4791.303711
	Iteration 4Q: 3 clusters Score -1278464 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1278924.125000 Penalty: 4791.303711
	Iteration 5F: 3 clusters Score -1278924 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1279477.375000 Penalty: 4791.303711
	Iteration 6F: 3 clusters Score -1279477 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1280140.375000 Penalty: 4791.303711
	Iteration 7F: 3 clusters Score -1280140 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1280763.875000 Penalty: 4791.303711
	Iteration 8F: 3 clusters Score -1280764 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1281317.625000 Penalty: 4791.303711
	Iteration 9Q: 3 clusters Score -1281318 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1281783.625000 Penalty: 4791.303711
	Iteration 10Q: 3 clusters Score -1281784 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1282099.000000 Penalty: 4791.303711
	Iteration 11Q: 3 clusters Score -1282099 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1282291.875000 Penalty: 4791.303711
	Iteration 12Q: 3 clusters Score -1282292 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1282431.625000 Penalty: 4791.303711
	Iteration 13Q: 3 clusters Score -1282432 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1282525.625000 Penalty: 4791.303711
	Iteration 14Q: 3 clusters Score -1282526 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1282602.875000 Penalty: 4791.303711
	Iteration 15Q: 3 clusters Score -1282603 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1282674.375000 Penalty: 4791.303711
	Iteration 16Q: 3 clusters Score -1282674 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1282728.125000 Penalty: 4791.303711
	Iteration 17Q: 3 clusters Score -1282728 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1282777.750000 Penalty: 4791.303711
	Iteration 18Q: 3 clusters Score -1282778 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1282817.375000 Penalty: 4791.303711
	Iteration 19Q: 3 clusters Score -1282817 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1282855.875000 Penalty: 4791.303711
	Iteration 20F: 3 clusters Score -1282856 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1282885.250000 Penalty: 4791.303711
	Iteration 21Q: 3 clusters Score -1282885 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1282911.625000 Penalty: 4791.303711
	Iteration 22Q: 3 clusters Score -1282912 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1282931.750000 Penalty: 4791.303711
	Iteration 23Q: 3 clusters Score -1282932 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1282951.375000 Penalty: 4791.303711
	Iteration 24Q: 3 clusters Score -1282951 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1282977.500000 Penalty: 4791.303711
	Iteration 25Q: 3 clusters Score -1282978 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1283000.375000 Penalty: 4791.303711
	Iteration 26Q: 3 clusters Score -1283000 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1283023.125000 Penalty: 4791.303711
	Iteration 27Q: 3 clusters Score -1283023 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1283039.125000 Penalty: 4791.303711
	Iteration 28Q: 3 clusters Score -1283039 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1283045.875000 Penalty: 4791.303711
	Iteration 29Q: 3 clusters Score -1283046 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1283061.625000 Penalty: 4791.303711
	Iteration 30Q: 3 clusters Score -1283062 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1283072.500000 Penalty: 4791.303711
	Iteration 31Q: 3 clusters Score -1283072 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1283079.125000 Penalty: 4791.303711
	Iteration 32Q: 3 clusters Score -1283079 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1283088.125000 Penalty: 4791.303711
	Iteration 33Q: 3 clusters Score -1283088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1283091.375000 Penalty: 4791.303711
	Iteration 34Q: 3 clusters Score -1283091 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1283099.625000 Penalty: 4791.303711
	Iteration 35Q: 3 clusters Score -1283100 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1283109.750000 Penalty: 4791.303711
	Iteration 36Q: 3 clusters Score -1283110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1283119.625000 Penalty: 4791.303711
	Iteration 37Q: 3 clusters Score -1283120 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1283130.375000 Penalty: 4791.303711
	Iteration 38Q: 3 clusters Score -1283130 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1283139.375000 Penalty: 4791.303711
	Iteration 39Q: 3 clusters Score -1283139 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1283145.500000 Penalty: 4791.303711
	Iteration 40F: 3 clusters Score -1283146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1283152.125000 Penalty: 4791.303711
	Iteration 41Q: 3 clusters Score -1283152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1283157.500000 Penalty: 4791.303711
	Iteration 42Q: 3 clusters Score -1283158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1283157.125000 Penalty: 4791.303711
	Iteration 43Q: 3 clusters Score -1283157 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1283161.750000 Penalty: 4791.303711
	Iteration 44Q: 3 clusters Score -1283162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1283171.000000 Penalty: 4791.303711
	Iteration 45Q: 3 clusters Score -1283171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1283173.000000 Penalty: 4791.303711
	Iteration 46Q: 3 clusters Score -1283173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1283175.000000 Penalty: 4791.303711
	Iteration 47Q: 3 clusters Score -1283175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1283174.125000 Penalty: 4791.303711
	Iteration 48Q: 3 clusters Score -1283174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1283175.750000 Penalty: 4791.303711
	Iteration 49Q: 3 clusters Score -1283176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1283173.375000 Penalty: 4791.303711
	Iteration 50Q: 3 clusters Score -1283173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1283179.750000 Penalty: 4791.303711
	Iteration 51Q: 3 clusters Score -1283180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1283177.500000 Penalty: 4791.303711
	Iteration 52Q: 3 clusters Score -1283178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1283178.875000 Penalty: 4791.303711
	Iteration 53Q: 3 clusters Score -1283179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1283178.875000 Penalty: 4791.303711
	Iteration 54F: 3 clusters Score -1283179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -247802.937500 Penalty: 1911.908447
	Iteration 0F: 2 clusters Score -247802.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -245031.734375 Penalty: 3823.816895
	Iteration 0F: 3 clusters Score -245031.7 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -245486.984375 Penalty: 3823.816895
	Iteration 1F: 3 clusters Score -245487 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -245605.078125 Penalty: 3823.816895
	Iteration 2F: 3 clusters Score -245605.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -245664.421875 Penalty: 3823.816895
	Iteration 3Q: 3 clusters Score -245664.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -245711.468750 Penalty: 3823.816895
	Iteration 4Q: 3 clusters Score -245711.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -245747.953125 Penalty: 3823.816895
	Iteration 5Q: 3 clusters Score -245748 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -245783.875000 Penalty: 3823.816895
	Iteration 6Q: 3 clusters Score -245783.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -245813.359375 Penalty: 3823.816895
	Iteration 7Q: 3 clusters Score -245813.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -245827.890625 Penalty: 3823.816895
	Iteration 8Q: 3 clusters Score -245827.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -245838.328125 Penalty: 3823.816895
	Iteration 9Q: 3 clusters Score -245838.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -245846.781250 Penalty: 3823.816895
	Iteration 10Q: 3 clusters Score -245846.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -245856.625000 Penalty: 3823.816895
	Iteration 11Q: 3 clusters Score -245856.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -245870.718750 Penalty: 3823.816895
	Iteration 12Q: 3 clusters Score -245870.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -245881.437500 Penalty: 3823.816895
	Iteration 13Q: 3 clusters Score -245881.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -245885.890625 Penalty: 3823.816895
	Iteration 14Q: 3 clusters Score -245885.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -245888.109375 Penalty: 3823.816895
	Iteration 15Q: 3 clusters Score -245888.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -245889.500000 Penalty: 3823.816895
	Iteration 16Q: 3 clusters Score -245889.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -245890.125000 Penalty: 3823.816895
	Iteration 17Q: 3 clusters Score -245890.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -245890.125000 Penalty: 3823.816895
	Iteration 18F: 3 clusters Score -245890.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Entering Unmasked Estep 
Score: -3177277.250000 Penalty: 2550.154785
	Iteration 0F: 2 clusters Score -3177277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -3157207.250000 Penalty: 5100.309570
	Iteration 0F: 3 clusters Score -3157207 nChanged 13108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -3164249.000000 Penalty: 5100.309570
	Iteration 1F: 3 clusters Score -3164249 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -3164711.750000 Penalty: 5100.309570
	Iteration 2Q: 3 clusters Score -3164712 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -3165241.000000 Penalty: 5100.309570
	Iteration 3Q: 3 clusters Score -3165241 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -3166055.000000 Penalty: 5100.309570
	Iteration 4F: 3 clusters Score -3166055 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -3167298.250000 Penalty: 5100.309570
	Iteration 5F: 3 clusters Score -3167298 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -3169105.000000 Penalty: 5100.309570
	Iteration 6F: 3 clusters Score -3169105 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -3171327.000000 Penalty: 5100.309570
	Iteration 7F: 3 clusters Score -3171327 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -3173357.250000 Penalty: 5100.309570
	Iteration 8F: 3 clusters Score -3173357 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -3174789.500000 Penalty: 5100.309570
	Iteration 9Q: 3 clusters Score -3174790 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3175654.750000 Penalty: 5100.309570
	Iteration 10Q: 3 clusters Score -3175655 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3176061.250000 Penalty: 5100.309570
	Iteration 11Q: 3 clusters Score -3176061 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3176186.000000 Penalty: 5100.309570
	Iteration 12Q: 3 clusters Score -3176186 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3176247.250000 Penalty: 5100.309570
	Iteration 13Q: 3 clusters Score -3176247 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3176266.750000 Penalty: 5100.309570
	Iteration 14Q: 3 clusters Score -3176267 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3176276.250000 Penalty: 5100.309570
	Iteration 15Q: 3 clusters Score -3176276 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3176284.500000 Penalty: 5100.309570
	Iteration 16Q: 3 clusters Score -3176284 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3176295.250000 Penalty: 5100.309570
	Iteration 17Q: 3 clusters Score -3176295 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3176304.000000 Penalty: 5100.309570
	Iteration 18Q: 3 clusters Score -3176304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3176308.750000 Penalty: 5100.309570
	Iteration 19Q: 3 clusters Score -3176309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3176309.500000 Penalty: 5100.309570
	Iteration 20F: 3 clusters Score -3176310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3176309.000000 Penalty: 5100.309570
	Iteration 21Q: 3 clusters Score -3176309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3176309.000000 Penalty: 5100.309570
	Iteration 22Q: 3 clusters Score -3176309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3176312.750000 Penalty: 5100.309570
	Iteration 23Q: 3 clusters Score -3176313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3176310.000000 Penalty: 5100.309570
	Iteration 24Q: 3 clusters Score -3176310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3176312.500000 Penalty: 5100.309570
	Iteration 25Q: 3 clusters Score -3176312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -3176311.750000 Penalty: 5100.309570
	Iteration 26Q: 3 clusters Score -3176312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3176310.750000 Penalty: 5100.309570
	Iteration 27Q: 3 clusters Score -3176311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3176306.750000 Penalty: 5100.309570
	Iteration 28Q: 3 clusters Score -3176307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3176308.750000 Penalty: 5100.309570
	Iteration 29Q: 3 clusters Score -3176309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3176309.250000 Penalty: 5100.309570
	Iteration 30Q: 3 clusters Score -3176309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3176309.250000 Penalty: 5100.309570
	Iteration 31F: 3 clusters Score -3176309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (38213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Entering Unmasked Estep 
Score: -4140432.500000 Penalty: 2616.630859
	Iteration 0F: 2 clusters Score -4140432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -4114574.750000 Penalty: 5233.261719
	Iteration 0F: 3 clusters Score -4114575 nChanged 17315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -4123924.500000 Penalty: 5233.261719
	Iteration 1F: 3 clusters Score -4123924 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -4124501.000000 Penalty: 5233.261719
	Iteration 2Q: 3 clusters Score -4124501 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -4125175.500000 Penalty: 5233.261719
	Iteration 3Q: 3 clusters Score -4125176 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -4126122.250000 Penalty: 5233.261719
	Iteration 4F: 3 clusters Score -4126122 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -4127302.000000 Penalty: 5233.261719
	Iteration 5F: 3 clusters Score -4127302 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -4128696.750000 Penalty: 5233.261719
	Iteration 6F: 3 clusters Score -4128697 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -4130416.250000 Penalty: 5233.261719
	Iteration 7F: 3 clusters Score -4130416 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -4132366.250000 Penalty: 5233.261719
	Iteration 8F: 3 clusters Score -4132366 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -4134330.000000 Penalty: 5233.261719
	Iteration 9F: 3 clusters Score -4134330 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -4135893.250000 Penalty: 5233.261719
	Iteration 10F: 3 clusters Score -4135893 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -4136815.250000 Penalty: 5233.261719
	Iteration 11Q: 3 clusters Score -4136815 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -4137201.250000 Penalty: 5233.261719
	Iteration 12Q: 3 clusters Score -4137201 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -4137396.000000 Penalty: 5233.261719
	Iteration 13Q: 3 clusters Score -4137396 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -4137539.750000 Penalty: 5233.261719
	Iteration 14Q: 3 clusters Score -4137540 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -4137638.000000 Penalty: 5233.261719
	Iteration 15Q: 3 clusters Score -4137638 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -4137738.250000 Penalty: 5233.261719
	Iteration 16Q: 3 clusters Score -4137738 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -4137845.000000 Penalty: 5233.261719
	Iteration 17Q: 3 clusters Score -4137845 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -4137914.250000 Penalty: 5233.261719
	Iteration 18Q: 3 clusters Score -4137914 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -4137990.250000 Penalty: 5233.261719
	Iteration 19Q: 3 clusters Score -4137990 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -4138036.000000 Penalty: 5233.261719
	Iteration 20F: 3 clusters Score -4138036 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -4138089.250000 Penalty: 5233.261719
	Iteration 21Q: 3 clusters Score -4138089 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -4138146.000000 Penalty: 5233.261719
	Iteration 22Q: 3 clusters Score -4138146 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -4138178.500000 Penalty: 5233.261719
	Iteration 23Q: 3 clusters Score -4138178 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -4138223.750000 Penalty: 5233.261719
	Iteration 24Q: 3 clusters Score -4138224 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -4138256.000000 Penalty: 5233.261719
	Iteration 25Q: 3 clusters Score -4138256 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -4138272.000000 Penalty: 5233.261719
	Iteration 26Q: 3 clusters Score -4138272 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -4138305.750000 Penalty: 5233.261719
	Iteration 27Q: 3 clusters Score -4138306 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -4138321.750000 Penalty: 5233.261719
	Iteration 28Q: 3 clusters Score -4138322 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -4138317.250000 Penalty: 5233.261719
	Iteration 29Q: 3 clusters Score -4138317 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -4138341.750000 Penalty: 5233.261719
	Iteration 30Q: 3 clusters Score -4138342 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -4138364.750000 Penalty: 5233.261719
	Iteration 31Q: 3 clusters Score -4138365 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -4138389.000000 Penalty: 5233.261719
	Iteration 32Q: 3 clusters Score -4138389 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -4138407.500000 Penalty: 5233.261719
	Iteration 33Q: 3 clusters Score -4138408 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -4138421.500000 Penalty: 5233.261719
	Iteration 34Q: 3 clusters Score -4138422 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -4138437.000000 Penalty: 5233.261719
	Iteration 35Q: 3 clusters Score -4138437 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -4138436.500000 Penalty: 5233.261719
	Iteration 36Q: 3 clusters Score -4138436 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -4138456.250000 Penalty: 5233.261719
	Iteration 37Q: 3 clusters Score -4138456 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -4138457.500000 Penalty: 5233.261719
	Iteration 38Q: 3 clusters Score -4138458 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -4138462.500000 Penalty: 5233.261719
	Iteration 39Q: 3 clusters Score -4138462 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -4138462.000000 Penalty: 5233.261719
	Iteration 40F: 3 clusters Score -4138462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -4138456.750000 Penalty: 5233.261719
	Iteration 41Q: 3 clusters Score -4138457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -4138464.750000 Penalty: 5233.261719
	Iteration 42Q: 3 clusters Score -4138465 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -4138463.250000 Penalty: 5233.261719
	Iteration 43Q: 3 clusters Score -4138463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -4138458.750000 Penalty: 5233.261719
	Iteration 44Q: 3 clusters Score -4138459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -4138459.250000 Penalty: 5233.261719
	Iteration 45Q: 3 clusters Score -4138459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -4138460.750000 Penalty: 5233.261719
	Iteration 46Q: 3 clusters Score -4138461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -4138462.750000 Penalty: 5233.261719
	Iteration 47Q: 3 clusters Score -4138463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -4138456.250000 Penalty: 5233.261719
	Iteration 48Q: 3 clusters Score -4138456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -4138462.000000 Penalty: 5233.261719
	Iteration 49Q: 3 clusters Score -4138462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -4138460.750000 Penalty: 5233.261719
	Iteration 50Q: 3 clusters Score -4138461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -4138460.750000 Penalty: 5233.261719
	Iteration 51Q: 3 clusters Score -4138461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -4138460.500000 Penalty: 5233.261719
	Iteration 52Q: 3 clusters Score -4138460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -4138463.500000 Penalty: 5233.261719
	Iteration 53Q: 3 clusters Score -4138464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -4138464.250000 Penalty: 5233.261719
	Iteration 54Q: 3 clusters Score -4138464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -4138471.750000 Penalty: 5233.261719
	Iteration 55Q: 3 clusters Score -4138472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -4138471.750000 Penalty: 5233.261719
	Iteration 56F: 3 clusters Score -4138472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Entering Unmasked Estep 
Score: -342239.562500 Penalty: 2034.351562
	Iteration 0F: 2 clusters Score -342239.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -338575.875000 Penalty: 4068.703125
	Iteration 0F: 3 clusters Score -338575.9 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -339435.406250 Penalty: 4068.703125
	Iteration 1F: 3 clusters Score -339435.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -339665.968750 Penalty: 4068.703125
	Iteration 2F: 3 clusters Score -339666 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -339806.218750 Penalty: 4068.703125
	Iteration 3F: 3 clusters Score -339806.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -339884.968750 Penalty: 4068.703125
	Iteration 4Q: 3 clusters Score -339885 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -339935.468750 Penalty: 4068.703125
	Iteration 5Q: 3 clusters Score -339935.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -339969.500000 Penalty: 4068.703125
	Iteration 6Q: 3 clusters Score -339969.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -340005.468750 Penalty: 4068.703125
	Iteration 7Q: 3 clusters Score -340005.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -340038.968750 Penalty: 4068.703125
	Iteration 8Q: 3 clusters Score -340039 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -340074.937500 Penalty: 4068.703125
	Iteration 9Q: 3 clusters Score -340074.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -340106.312500 Penalty: 4068.703125
	Iteration 10Q: 3 clusters Score -340106.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -340143.156250 Penalty: 4068.703125
	Iteration 11Q: 3 clusters Score -340143.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -340174.031250 Penalty: 4068.703125
	Iteration 12Q: 3 clusters Score -340174 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -340210.031250 Penalty: 4068.703125
	Iteration 13Q: 3 clusters Score -340210 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -340244.875000 Penalty: 4068.703125
	Iteration 14Q: 3 clusters Score -340244.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -340274.218750 Penalty: 4068.703125
	Iteration 15Q: 3 clusters Score -340274.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -340299.843750 Penalty: 4068.703125
	Iteration 16Q: 3 clusters Score -340299.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -340316.843750 Penalty: 4068.703125
	Iteration 17Q: 3 clusters Score -340316.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -340332.750000 Penalty: 4068.703125
	Iteration 18Q: 3 clusters Score -340332.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -340348.843750 Penalty: 4068.703125
	Iteration 19Q: 3 clusters Score -340348.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -340359.968750 Penalty: 4068.703125
	Iteration 20F: 3 clusters Score -340360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -340369.468750 Penalty: 4068.703125
	Iteration 21Q: 3 clusters Score -340369.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -340378.406250 Penalty: 4068.703125
	Iteration 22Q: 3 clusters Score -340378.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -340388.843750 Penalty: 4068.703125
	Iteration 23Q: 3 clusters Score -340388.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -340399.625000 Penalty: 4068.703125
	Iteration 24Q: 3 clusters Score -340399.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -340406.781250 Penalty: 4068.703125
	Iteration 25Q: 3 clusters Score -340406.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -340411.218750 Penalty: 4068.703125
	Iteration 26Q: 3 clusters Score -340411.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -340413.750000 Penalty: 4068.703125
	Iteration 27Q: 3 clusters Score -340413.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -340415.781250 Penalty: 4068.703125
	Iteration 28Q: 3 clusters Score -340415.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -340415.562500 Penalty: 4068.703125
	Iteration 29Q: 3 clusters Score -340415.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -340417.156250 Penalty: 4068.703125
	Iteration 30Q: 3 clusters Score -340417.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -340419.750000 Penalty: 4068.703125
	Iteration 31Q: 3 clusters Score -340419.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -340423.218750 Penalty: 4068.703125
	Iteration 32Q: 3 clusters Score -340423.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -340424.062500 Penalty: 4068.703125
	Iteration 33Q: 3 clusters Score -340424.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -340425.875000 Penalty: 4068.703125
	Iteration 34Q: 3 clusters Score -340425.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -340427.093750 Penalty: 4068.703125
	Iteration 35Q: 3 clusters Score -340427.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -340427.937500 Penalty: 4068.703125
	Iteration 36Q: 3 clusters Score -340427.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -340427.812500 Penalty: 4068.703125
	Iteration 37Q: 3 clusters Score -340427.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -340427.812500 Penalty: 4068.703125
	Iteration 38F: 3 clusters Score -340427.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Entering Unmasked Estep 
Score: -420607.656250 Penalty: 2069.908447
	Iteration 0F: 2 clusters Score -420607.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -416602.500000 Penalty: 4139.816895
	Iteration 0F: 3 clusters Score -416602.5 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -417546.593750 Penalty: 4139.816895
	Iteration 1F: 3 clusters Score -417546.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -417802.812500 Penalty: 4139.816895
	Iteration 2F: 3 clusters Score -417802.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -417977.687500 Penalty: 4139.816895
	Iteration 3F: 3 clusters Score -417977.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -418077.781250 Penalty: 4139.816895
	Iteration 4Q: 3 clusters Score -418077.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -418158.218750 Penalty: 4139.816895
	Iteration 5Q: 3 clusters Score -418158.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -418230.625000 Penalty: 4139.816895
	Iteration 6Q: 3 clusters Score -418230.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -418292.531250 Penalty: 4139.816895
	Iteration 7Q: 3 clusters Score -418292.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -418342.500000 Penalty: 4139.816895
	Iteration 8Q: 3 clusters Score -418342.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -418391.125000 Penalty: 4139.816895
	Iteration 9Q: 3 clusters Score -418391.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -418443.656250 Penalty: 4139.816895
	Iteration 10Q: 3 clusters Score -418443.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -418500.343750 Penalty: 4139.816895
	Iteration 11Q: 3 clusters Score -418500.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -418565.031250 Penalty: 4139.816895
	Iteration 12Q: 3 clusters Score -418565 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -418617.593750 Penalty: 4139.816895
	Iteration 13Q: 3 clusters Score -418617.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -418692.843750 Penalty: 4139.816895
	Iteration 14Q: 3 clusters Score -418692.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -418815.031250 Penalty: 4139.816895
	Iteration 15Q: 3 clusters Score -418815 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -418910.718750 Penalty: 4139.816895
	Iteration 16Q: 3 clusters Score -418910.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -418988.812500 Penalty: 4139.816895
	Iteration 17Q: 3 clusters Score -418988.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -419054.562500 Penalty: 4139.816895
	Iteration 18Q: 3 clusters Score -419054.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -419100.312500 Penalty: 4139.816895
	Iteration 19Q: 3 clusters Score -419100.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -419130.843750 Penalty: 4139.816895
	Iteration 20F: 3 clusters Score -419130.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -419159.687500 Penalty: 4139.816895
	Iteration 21Q: 3 clusters Score -419159.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -419180.625000 Penalty: 4139.816895
	Iteration 22Q: 3 clusters Score -419180.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -419192.562500 Penalty: 4139.816895
	Iteration 23Q: 3 clusters Score -419192.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -419204.468750 Penalty: 4139.816895
	Iteration 24Q: 3 clusters Score -419204.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -419213.906250 Penalty: 4139.816895
	Iteration 25Q: 3 clusters Score -419213.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -419223.000000 Penalty: 4139.816895
	Iteration 26Q: 3 clusters Score -419223 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -419233.875000 Penalty: 4139.816895
	Iteration 27Q: 3 clusters Score -419233.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -419241.187500 Penalty: 4139.816895
	Iteration 28Q: 3 clusters Score -419241.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -419250.625000 Penalty: 4139.816895
	Iteration 29Q: 3 clusters Score -419250.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -419254.250000 Penalty: 4139.816895
	Iteration 30Q: 3 clusters Score -419254.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -419261.187500 Penalty: 4139.816895
	Iteration 31Q: 3 clusters Score -419261.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -419264.375000 Penalty: 4139.816895
	Iteration 32Q: 3 clusters Score -419264.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -419266.187500 Penalty: 4139.816895
	Iteration 33Q: 3 clusters Score -419266.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -419267.375000 Penalty: 4139.816895
	Iteration 34Q: 3 clusters Score -419267.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -419269.093750 Penalty: 4139.816895
	Iteration 35Q: 3 clusters Score -419269.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -419268.906250 Penalty: 4139.816895
	Iteration 36Q: 3 clusters Score -419268.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -419268.625000 Penalty: 4139.816895
	Iteration 37Q: 3 clusters Score -419268.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -419268.625000 Penalty: 4139.816895
	Iteration 38F: 3 clusters Score -419268.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Entering Unmasked Estep 
Score: -589166.500000 Penalty: 2136.935791
	Iteration 0F: 2 clusters Score -589166.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -584241.875000 Penalty: 4273.871582
	Iteration 0F: 3 clusters Score -584241.9 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -585698.687500 Penalty: 4273.871582
	Iteration 1F: 3 clusters Score -585698.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -586044.875000 Penalty: 4273.871582
	Iteration 2F: 3 clusters Score -586044.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -586288.500000 Penalty: 4273.871582
	Iteration 3F: 3 clusters Score -586288.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -586468.750000 Penalty: 4273.871582
	Iteration 4F: 3 clusters Score -586468.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -586644.750000 Penalty: 4273.871582
	Iteration 5Q: 3 clusters Score -586644.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -586818.500000 Penalty: 4273.871582
	Iteration 6Q: 3 clusters Score -586818.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -587014.687500 Penalty: 4273.871582
	Iteration 7Q: 3 clusters Score -587014.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -587200.625000 Penalty: 4273.871582
	Iteration 8Q: 3 clusters Score -587200.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -587375.375000 Penalty: 4273.871582
	Iteration 9Q: 3 clusters Score -587375.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -587513.000000 Penalty: 4273.871582
	Iteration 10Q: 3 clusters Score -587513 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -587632.750000 Penalty: 4273.871582
	Iteration 11Q: 3 clusters Score -587632.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -587744.562500 Penalty: 4273.871582
	Iteration 12Q: 3 clusters Score -587744.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -587854.062500 Penalty: 4273.871582
	Iteration 13Q: 3 clusters Score -587854.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -587983.062500 Penalty: 4273.871582
	Iteration 14Q: 3 clusters Score -587983.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -588101.375000 Penalty: 4273.871582
	Iteration 15Q: 3 clusters Score -588101.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -588194.062500 Penalty: 4273.871582
	Iteration 16Q: 3 clusters Score -588194.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -588295.437500 Penalty: 4273.871582
	Iteration 17Q: 3 clusters Score -588295.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -588452.937500 Penalty: 4273.871582
	Iteration 18Q: 3 clusters Score -588452.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -588651.875000 Penalty: 4273.871582
	Iteration 19Q: 3 clusters Score -588651.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -588822.687500 Penalty: 4273.871582
	Iteration 20F: 3 clusters Score -588822.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -588916.062500 Penalty: 4273.871582
	Iteration 21Q: 3 clusters Score -588916.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -588978.250000 Penalty: 4273.871582
	Iteration 22Q: 3 clusters Score -588978.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -589025.125000 Penalty: 4273.871582
	Iteration 23Q: 3 clusters Score -589025.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -589055.125000 Penalty: 4273.871582
	Iteration 24Q: 3 clusters Score -589055.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -589085.937500 Penalty: 4273.871582
	Iteration 25Q: 3 clusters Score -589085.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -589117.437500 Penalty: 4273.871582
	Iteration 26Q: 3 clusters Score -589117.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -589141.250000 Penalty: 4273.871582
	Iteration 27Q: 3 clusters Score -589141.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -589164.000000 Penalty: 4273.871582
	Iteration 28Q: 3 clusters Score -589164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -589183.562500 Penalty: 4273.871582
	Iteration 29Q: 3 clusters Score -589183.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -589193.125000 Penalty: 4273.871582
	Iteration 30Q: 3 clusters Score -589193.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -589198.250000 Penalty: 4273.871582
	Iteration 31Q: 3 clusters Score -589198.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -589210.000000 Penalty: 4273.871582
	Iteration 32Q: 3 clusters Score -589210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -589215.687500 Penalty: 4273.871582
	Iteration 33Q: 3 clusters Score -589215.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -589217.875000 Penalty: 4273.871582
	Iteration 34Q: 3 clusters Score -589217.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -589218.812500 Penalty: 4273.871582
	Iteration 35Q: 3 clusters Score -589218.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -589218.437500 Penalty: 4273.871582
	Iteration 36Q: 3 clusters Score -589218.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -589219.375000 Penalty: 4273.871582
	Iteration 37F: 3 clusters Score -589219.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -589221.500000 Penalty: 4273.871582
	Iteration 38Q: 3 clusters Score -589221.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -589222.187500 Penalty: 4273.871582
	Iteration 39Q: 3 clusters Score -589222.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -589222.125000 Penalty: 4273.871582
	Iteration 40F: 3 clusters Score -589222.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9382 members 
Mstep: Class 4 contains 27449 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17365 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34017 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29173 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29228 members 
Mstep: Class 23 contains 38213 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4215 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22448 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8284 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18464 members 
Mstep: Class 35 contains 20536 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17623 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8706 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90325 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 6589 members 
Mstep: Class 47 contains 5404 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34027 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13364 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Mstep: Class 57 contains 3938 members 
Entering Unmasked Estep 
Score: -64768404.000000 Penalty: 189167.531250
Splitting cluster 26 changes total score from -64769524.000000 to -64768404.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Entering Unmasked Estep 
Score: -9719.541992 Penalty: 1187.297974
	Iteration 0F: 2 clusters Score -9719.542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8862.399414 Penalty: 2374.595947
	Iteration 0F: 3 clusters Score -8862.399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8883.527344 Penalty: 2374.595947
	Iteration 1Q: 3 clusters Score -8883.527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8883.527344 Penalty: 2374.595947
	Iteration 2F: 3 clusters Score -8883.527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (22448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Entering Unmasked Estep 
Score: -2152996.250000 Penalty: 2484.701416
	Iteration 0F: 2 clusters Score -2152996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2137508.500000 Penalty: 4969.402832
	Iteration 0F: 3 clusters Score -2137508 nChanged 9849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -2143069.750000 Penalty: 4969.402832
	Iteration 1F: 3 clusters Score -2143070 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2143793.250000 Penalty: 4969.402832
	Iteration 2F: 3 clusters Score -2143793 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -2144538.500000 Penalty: 4969.402832
	Iteration 3F: 3 clusters Score -2144538 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2145263.250000 Penalty: 4969.402832
	Iteration 4F: 3 clusters Score -2145263 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2145954.250000 Penalty: 4969.402832
	Iteration 5F: 3 clusters Score -2145954 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2146718.750000 Penalty: 4969.402832
	Iteration 6F: 3 clusters Score -2146719 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2147467.500000 Penalty: 4969.402832
	Iteration 7F: 3 clusters Score -2147468 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2148066.750000 Penalty: 4969.402832
	Iteration 8Q: 3 clusters Score -2148067 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2148506.500000 Penalty: 4969.402832
	Iteration 9Q: 3 clusters Score -2148506 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2148843.000000 Penalty: 4969.402832
	Iteration 10Q: 3 clusters Score -2148843 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2149082.250000 Penalty: 4969.402832
	Iteration 11Q: 3 clusters Score -2149082 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2149244.000000 Penalty: 4969.402832
	Iteration 12Q: 3 clusters Score -2149244 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2149377.250000 Penalty: 4969.402832
	Iteration 13Q: 3 clusters Score -2149377 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -2149474.250000 Penalty: 4969.402832
	Iteration 14Q: 3 clusters Score -2149474 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2149538.000000 Penalty: 4969.402832
	Iteration 15Q: 3 clusters Score -2149538 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -2149601.750000 Penalty: 4969.402832
	Iteration 16Q: 3 clusters Score -2149602 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2149651.250000 Penalty: 4969.402832
	Iteration 17Q: 3 clusters Score -2149651 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2149685.750000 Penalty: 4969.402832
	Iteration 18Q: 3 clusters Score -2149686 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2149719.750000 Penalty: 4969.402832
	Iteration 19Q: 3 clusters Score -2149720 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2149750.750000 Penalty: 4969.402832
	Iteration 20F: 3 clusters Score -2149751 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2149765.500000 Penalty: 4969.402832
	Iteration 21Q: 3 clusters Score -2149766 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2149799.000000 Penalty: 4969.402832
	Iteration 22Q: 3 clusters Score -2149799 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2149812.000000 Penalty: 4969.402832
	Iteration 23Q: 3 clusters Score -2149812 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2149825.750000 Penalty: 4969.402832
	Iteration 24Q: 3 clusters Score -2149826 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -2149845.750000 Penalty: 4969.402832
	Iteration 25Q: 3 clusters Score -2149846 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2149854.000000 Penalty: 4969.402832
	Iteration 26Q: 3 clusters Score -2149854 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2149869.000000 Penalty: 4969.402832
	Iteration 27Q: 3 clusters Score -2149869 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2149891.750000 Penalty: 4969.402832
	Iteration 28Q: 3 clusters Score -2149892 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2149911.500000 Penalty: 4969.402832
	Iteration 29Q: 3 clusters Score -2149912 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2149939.000000 Penalty: 4969.402832
	Iteration 30Q: 3 clusters Score -2149939 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2149962.750000 Penalty: 4969.402832
	Iteration 31Q: 3 clusters Score -2149963 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -2149996.000000 Penalty: 4969.402832
	Iteration 32Q: 3 clusters Score -2149996 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2150013.250000 Penalty: 4969.402832
	Iteration 33Q: 3 clusters Score -2150013 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -2150033.750000 Penalty: 4969.402832
	Iteration 34Q: 3 clusters Score -2150034 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -2150054.000000 Penalty: 4969.402832
	Iteration 35Q: 3 clusters Score -2150054 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2150073.000000 Penalty: 4969.402832
	Iteration 36Q: 3 clusters Score -2150073 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2150082.500000 Penalty: 4969.402832
	Iteration 37Q: 3 clusters Score -2150082 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -2150088.250000 Penalty: 4969.402832
	Iteration 38Q: 3 clusters Score -2150088 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2150107.000000 Penalty: 4969.402832
	Iteration 39Q: 3 clusters Score -2150107 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -2150122.250000 Penalty: 4969.402832
	Iteration 40F: 3 clusters Score -2150122 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -2150127.000000 Penalty: 4969.402832
	Iteration 41Q: 3 clusters Score -2150127 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -2150135.250000 Penalty: 4969.402832
	Iteration 42Q: 3 clusters Score -2150135 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -2150141.750000 Penalty: 4969.402832
	Iteration 43Q: 3 clusters Score -2150142 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2150154.750000 Penalty: 4969.402832
	Iteration 44Q: 3 clusters Score -2150155 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2150162.000000 Penalty: 4969.402832
	Iteration 45Q: 3 clusters Score -2150162 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2150184.750000 Penalty: 4969.402832
	Iteration 46Q: 3 clusters Score -2150185 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -2150188.750000 Penalty: 4969.402832
	Iteration 47Q: 3 clusters Score -2150189 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2150201.500000 Penalty: 4969.402832
	Iteration 48Q: 3 clusters Score -2150202 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -2150211.000000 Penalty: 4969.402832
	Iteration 49Q: 3 clusters Score -2150211 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -2150222.500000 Penalty: 4969.402832
	Iteration 50Q: 3 clusters Score -2150222 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2150240.500000 Penalty: 4969.402832
	Iteration 51Q: 3 clusters Score -2150240 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -2150262.250000 Penalty: 4969.402832
	Iteration 52Q: 3 clusters Score -2150262 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2150264.750000 Penalty: 4969.402832
	Iteration 53Q: 3 clusters Score -2150265 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2150280.250000 Penalty: 4969.402832
	Iteration 54Q: 3 clusters Score -2150280 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2150291.500000 Penalty: 4969.402832
	Iteration 55Q: 3 clusters Score -2150292 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -2150296.000000 Penalty: 4969.402832
	Iteration 56Q: 3 clusters Score -2150296 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -2150299.750000 Penalty: 4969.402832
	Iteration 57Q: 3 clusters Score -2150300 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2150305.750000 Penalty: 4969.402832
	Iteration 58Q: 3 clusters Score -2150306 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2150310.500000 Penalty: 4969.402832
	Iteration 59Q: 3 clusters Score -2150310 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -2150318.500000 Penalty: 4969.402832
	Iteration 60F: 3 clusters Score -2150318 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2150330.250000 Penalty: 4969.402832
	Iteration 61Q: 3 clusters Score -2150330 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -2150350.750000 Penalty: 4969.402832
	Iteration 62Q: 3 clusters Score -2150351 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -2150358.000000 Penalty: 4969.402832
	Iteration 63Q: 3 clusters Score -2150358 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2150387.500000 Penalty: 4969.402832
	Iteration 64Q: 3 clusters Score -2150388 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2150400.750000 Penalty: 4969.402832
	Iteration 65Q: 3 clusters Score -2150401 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2150411.750000 Penalty: 4969.402832
	Iteration 66Q: 3 clusters Score -2150412 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2150418.750000 Penalty: 4969.402832
	Iteration 67Q: 3 clusters Score -2150419 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2150425.750000 Penalty: 4969.402832
	Iteration 68Q: 3 clusters Score -2150426 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -2150435.250000 Penalty: 4969.402832
	Iteration 69Q: 3 clusters Score -2150435 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2150443.250000 Penalty: 4969.402832
	Iteration 70Q: 3 clusters Score -2150443 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -2150451.750000 Penalty: 4969.402832
	Iteration 71Q: 3 clusters Score -2150452 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -2150455.500000 Penalty: 4969.402832
	Iteration 72Q: 3 clusters Score -2150456 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2150475.000000 Penalty: 4969.402832
	Iteration 73Q: 3 clusters Score -2150475 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2150481.750000 Penalty: 4969.402832
	Iteration 74Q: 3 clusters Score -2150482 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2150490.500000 Penalty: 4969.402832
	Iteration 75Q: 3 clusters Score -2150490 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2150504.000000 Penalty: 4969.402832
	Iteration 76Q: 3 clusters Score -2150504 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -2150518.500000 Penalty: 4969.402832
	Iteration 77Q: 3 clusters Score -2150518 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2150546.750000 Penalty: 4969.402832
	Iteration 78Q: 3 clusters Score -2150547 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -2150563.000000 Penalty: 4969.402832
	Iteration 79Q: 3 clusters Score -2150563 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -2150596.000000 Penalty: 4969.402832
	Iteration 80F: 3 clusters Score -2150596 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2150620.000000 Penalty: 4969.402832
	Iteration 81Q: 3 clusters Score -2150620 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2150639.500000 Penalty: 4969.402832
	Iteration 82Q: 3 clusters Score -2150640 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2150657.750000 Penalty: 4969.402832
	Iteration 83Q: 3 clusters Score -2150658 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2150665.750000 Penalty: 4969.402832
	Iteration 84Q: 3 clusters Score -2150666 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -2150683.000000 Penalty: 4969.402832
	Iteration 85Q: 3 clusters Score -2150683 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2150692.750000 Penalty: 4969.402832
	Iteration 86Q: 3 clusters Score -2150693 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2150711.500000 Penalty: 4969.402832
	Iteration 87Q: 3 clusters Score -2150712 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2150719.500000 Penalty: 4969.402832
	Iteration 88Q: 3 clusters Score -2150720 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2150721.500000 Penalty: 4969.402832
	Iteration 89Q: 3 clusters Score -2150722 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -2150731.500000 Penalty: 4969.402832
	Iteration 90Q: 3 clusters Score -2150732 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2150746.250000 Penalty: 4969.402832
	Iteration 91Q: 3 clusters Score -2150746 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2150755.750000 Penalty: 4969.402832
	Iteration 92Q: 3 clusters Score -2150756 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -2150769.750000 Penalty: 4969.402832
	Iteration 93Q: 3 clusters Score -2150770 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2150776.500000 Penalty: 4969.402832
	Iteration 94Q: 3 clusters Score -2150776 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2150783.500000 Penalty: 4969.402832
	Iteration 95Q: 3 clusters Score -2150784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2150792.250000 Penalty: 4969.402832
	Iteration 96Q: 3 clusters Score -2150792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2150794.000000 Penalty: 4969.402832
	Iteration 97Q: 3 clusters Score -2150794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2150798.750000 Penalty: 4969.402832
	Iteration 98Q: 3 clusters Score -2150799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -2150802.000000 Penalty: 4969.402832
	Iteration 99Q: 3 clusters Score -2150802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2150808.250000 Penalty: 4969.402832
	Iteration 100F: 3 clusters Score -2150808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2150810.000000 Penalty: 4969.402832
	Iteration 101Q: 3 clusters Score -2150810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2150815.000000 Penalty: 4969.402832
	Iteration 102Q: 3 clusters Score -2150815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2150814.500000 Penalty: 4969.402832
	Iteration 103Q: 3 clusters Score -2150814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2150823.750000 Penalty: 4969.402832
	Iteration 104Q: 3 clusters Score -2150824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -2150827.750000 Penalty: 4969.402832
	Iteration 105Q: 3 clusters Score -2150828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2150827.000000 Penalty: 4969.402832
	Iteration 106Q: 3 clusters Score -2150827 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2150834.000000 Penalty: 4969.402832
	Iteration 107Q: 3 clusters Score -2150834 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2150841.250000 Penalty: 4969.402832
	Iteration 108Q: 3 clusters Score -2150841 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -2150838.000000 Penalty: 4969.402832
	Iteration 109Q: 3 clusters Score -2150838 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2150845.000000 Penalty: 4969.402832
	Iteration 110Q: 3 clusters Score -2150845 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2150861.000000 Penalty: 4969.402832
	Iteration 111Q: 3 clusters Score -2150861 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2150864.750000 Penalty: 4969.402832
	Iteration 112Q: 3 clusters Score -2150865 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2150877.500000 Penalty: 4969.402832
	Iteration 113Q: 3 clusters Score -2150878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2150877.250000 Penalty: 4969.402832
	Iteration 114Q: 3 clusters Score -2150877 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2150891.500000 Penalty: 4969.402832
	Iteration 115Q: 3 clusters Score -2150892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2150901.000000 Penalty: 4969.402832
	Iteration 116Q: 3 clusters Score -2150901 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2150908.000000 Penalty: 4969.402832
	Iteration 117Q: 3 clusters Score -2150908 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2150920.000000 Penalty: 4969.402832
	Iteration 118Q: 3 clusters Score -2150920 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2150924.000000 Penalty: 4969.402832
	Iteration 119Q: 3 clusters Score -2150924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2150931.000000 Penalty: 4969.402832
	Iteration 120F: 3 clusters Score -2150931 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2150940.500000 Penalty: 4969.402832
	Iteration 121Q: 3 clusters Score -2150940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2150951.000000 Penalty: 4969.402832
	Iteration 122Q: 3 clusters Score -2150951 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2150956.000000 Penalty: 4969.402832
	Iteration 123Q: 3 clusters Score -2150956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2150971.000000 Penalty: 4969.402832
	Iteration 124Q: 3 clusters Score -2150971 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2150975.750000 Penalty: 4969.402832
	Iteration 125Q: 3 clusters Score -2150976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2150973.000000 Penalty: 4969.402832
	Iteration 126Q: 3 clusters Score -2150973 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2150982.250000 Penalty: 4969.402832
	Iteration 127Q: 3 clusters Score -2150982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2150982.500000 Penalty: 4969.402832
	Iteration 128Q: 3 clusters Score -2150982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2150988.000000 Penalty: 4969.402832
	Iteration 129Q: 3 clusters Score -2150988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2150994.250000 Penalty: 4969.402832
	Iteration 130Q: 3 clusters Score -2150994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2150999.250000 Penalty: 4969.402832
	Iteration 131Q: 3 clusters Score -2150999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2150999.500000 Penalty: 4969.402832
	Iteration 132Q: 3 clusters Score -2151000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2151007.750000 Penalty: 4969.402832
	Iteration 133Q: 3 clusters Score -2151008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2151005.000000 Penalty: 4969.402832
	Iteration 134Q: 3 clusters Score -2151005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2151015.000000 Penalty: 4969.402832
	Iteration 135Q: 3 clusters Score -2151015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2151018.250000 Penalty: 4969.402832
	Iteration 136Q: 3 clusters Score -2151018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2151021.250000 Penalty: 4969.402832
	Iteration 137Q: 3 clusters Score -2151021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2151022.000000 Penalty: 4969.402832
	Iteration 138Q: 3 clusters Score -2151022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2151026.500000 Penalty: 4969.402832
	Iteration 139Q: 3 clusters Score -2151026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2151030.250000 Penalty: 4969.402832
	Iteration 140F: 3 clusters Score -2151030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2151032.250000 Penalty: 4969.402832
	Iteration 141Q: 3 clusters Score -2151032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2151033.250000 Penalty: 4969.402832
	Iteration 142Q: 3 clusters Score -2151033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2151032.750000 Penalty: 4969.402832
	Iteration 143Q: 3 clusters Score -2151033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2151034.250000 Penalty: 4969.402832
	Iteration 144Q: 3 clusters Score -2151034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2151037.250000 Penalty: 4969.402832
	Iteration 145Q: 3 clusters Score -2151037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2151038.250000 Penalty: 4969.402832
	Iteration 146Q: 3 clusters Score -2151038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2151040.250000 Penalty: 4969.402832
	Iteration 147Q: 3 clusters Score -2151040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2151041.000000 Penalty: 4969.402832
	Iteration 148Q: 3 clusters Score -2151041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2151042.250000 Penalty: 4969.402832
	Iteration 149Q: 3 clusters Score -2151042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2151042.250000 Penalty: 4969.402832
	Iteration 150F: 3 clusters Score -2151042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Entering Unmasked Estep 
Score: -362990.000000 Penalty: 2010.639893
	Iteration 0F: 2 clusters Score -362990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -359524.468750 Penalty: 4021.279785
	Iteration 0F: 3 clusters Score -359524.5 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -360251.562500 Penalty: 4021.279785
	Iteration 1F: 3 clusters Score -360251.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -360399.187500 Penalty: 4021.279785
	Iteration 2F: 3 clusters Score -360399.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -360466.187500 Penalty: 4021.279785
	Iteration 3Q: 3 clusters Score -360466.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -360509.093750 Penalty: 4021.279785
	Iteration 4Q: 3 clusters Score -360509.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -360532.781250 Penalty: 4021.279785
	Iteration 5Q: 3 clusters Score -360532.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -360559.250000 Penalty: 4021.279785
	Iteration 6Q: 3 clusters Score -360559.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -360590.750000 Penalty: 4021.279785
	Iteration 7Q: 3 clusters Score -360590.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -360617.250000 Penalty: 4021.279785
	Iteration 8Q: 3 clusters Score -360617.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -360633.250000 Penalty: 4021.279785
	Iteration 9Q: 3 clusters Score -360633.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -360647.125000 Penalty: 4021.279785
	Iteration 10Q: 3 clusters Score -360647.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -360660.281250 Penalty: 4021.279785
	Iteration 11Q: 3 clusters Score -360660.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -360672.718750 Penalty: 4021.279785
	Iteration 12Q: 3 clusters Score -360672.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -360685.125000 Penalty: 4021.279785
	Iteration 13Q: 3 clusters Score -360685.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -360694.312500 Penalty: 4021.279785
	Iteration 14Q: 3 clusters Score -360694.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -360705.000000 Penalty: 4021.279785
	Iteration 15Q: 3 clusters Score -360705 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -360711.062500 Penalty: 4021.279785
	Iteration 16Q: 3 clusters Score -360711.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -360716.218750 Penalty: 4021.279785
	Iteration 17Q: 3 clusters Score -360716.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -360718.656250 Penalty: 4021.279785
	Iteration 18Q: 3 clusters Score -360718.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -360720.062500 Penalty: 4021.279785
	Iteration 19Q: 3 clusters Score -360720.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -360720.781250 Penalty: 4021.279785
	Iteration 20F: 3 clusters Score -360720.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -360722.843750 Penalty: 4021.279785
	Iteration 21Q: 3 clusters Score -360722.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -360723.125000 Penalty: 4021.279785
	Iteration 22Q: 3 clusters Score -360723.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -360723.937500 Penalty: 4021.279785
	Iteration 23Q: 3 clusters Score -360723.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -360724.468750 Penalty: 4021.279785
	Iteration 24Q: 3 clusters Score -360724.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -360725.500000 Penalty: 4021.279785
	Iteration 25Q: 3 clusters Score -360725.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -360725.718750 Penalty: 4021.279785
	Iteration 26Q: 3 clusters Score -360725.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -360729.593750 Penalty: 4021.279785
	Iteration 27Q: 3 clusters Score -360729.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -360731.312500 Penalty: 4021.279785
	Iteration 28Q: 3 clusters Score -360731.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -360737.312500 Penalty: 4021.279785
	Iteration 29Q: 3 clusters Score -360737.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -360742.812500 Penalty: 4021.279785
	Iteration 30Q: 3 clusters Score -360742.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -360748.250000 Penalty: 4021.279785
	Iteration 31Q: 3 clusters Score -360748.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -360751.218750 Penalty: 4021.279785
	Iteration 32Q: 3 clusters Score -360751.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -360754.781250 Penalty: 4021.279785
	Iteration 33Q: 3 clusters Score -360754.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -360758.218750 Penalty: 4021.279785
	Iteration 34Q: 3 clusters Score -360758.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -360759.937500 Penalty: 4021.279785
	Iteration 35Q: 3 clusters Score -360759.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -360761.687500 Penalty: 4021.279785
	Iteration 36Q: 3 clusters Score -360761.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -360765.250000 Penalty: 4021.279785
	Iteration 37Q: 3 clusters Score -360765.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -360768.250000 Penalty: 4021.279785
	Iteration 38Q: 3 clusters Score -360768.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -360772.750000 Penalty: 4021.279785
	Iteration 39Q: 3 clusters Score -360772.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -360777.687500 Penalty: 4021.279785
	Iteration 40F: 3 clusters Score -360777.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -360781.781250 Penalty: 4021.279785
	Iteration 41Q: 3 clusters Score -360781.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -360784.843750 Penalty: 4021.279785
	Iteration 42Q: 3 clusters Score -360784.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -360786.656250 Penalty: 4021.279785
	Iteration 43Q: 3 clusters Score -360786.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -360789.125000 Penalty: 4021.279785
	Iteration 44Q: 3 clusters Score -360789.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -360790.031250 Penalty: 4021.279785
	Iteration 45Q: 3 clusters Score -360790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -360790.718750 Penalty: 4021.279785
	Iteration 46Q: 3 clusters Score -360790.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -360791.656250 Penalty: 4021.279785
	Iteration 47Q: 3 clusters Score -360791.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -360791.906250 Penalty: 4021.279785
	Iteration 48Q: 3 clusters Score -360791.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -360792.187500 Penalty: 4021.279785
	Iteration 49Q: 3 clusters Score -360792.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -360792.187500 Penalty: 4021.279785
	Iteration 50F: 3 clusters Score -360792.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Entering Unmasked Estep 
Score: -866632.437500 Penalty: 2237.476074
	Iteration 0F: 2 clusters Score -866632.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -860077.437500 Penalty: 4474.952148
	Iteration 0F: 3 clusters Score -860077.4 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -861991.375000 Penalty: 4474.952148
	Iteration 1F: 3 clusters Score -861991.4 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -862330.062500 Penalty: 4474.952148
	Iteration 2F: 3 clusters Score -862330.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -862598.312500 Penalty: 4474.952148
	Iteration 3F: 3 clusters Score -862598.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -862872.187500 Penalty: 4474.952148
	Iteration 4F: 3 clusters Score -862872.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -863194.187500 Penalty: 4474.952148
	Iteration 5F: 3 clusters Score -863194.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -863522.375000 Penalty: 4474.952148
	Iteration 6Q: 3 clusters Score -863522.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -863873.125000 Penalty: 4474.952148
	Iteration 7F: 3 clusters Score -863873.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -864215.687500 Penalty: 4474.952148
	Iteration 8Q: 3 clusters Score -864215.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -864497.375000 Penalty: 4474.952148
	Iteration 9Q: 3 clusters Score -864497.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -864688.312500 Penalty: 4474.952148
	Iteration 10Q: 3 clusters Score -864688.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -864839.937500 Penalty: 4474.952148
	Iteration 11Q: 3 clusters Score -864839.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -864991.312500 Penalty: 4474.952148
	Iteration 12Q: 3 clusters Score -864991.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -865130.437500 Penalty: 4474.952148
	Iteration 13Q: 3 clusters Score -865130.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -865256.062500 Penalty: 4474.952148
	Iteration 14Q: 3 clusters Score -865256.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -865364.812500 Penalty: 4474.952148
	Iteration 15Q: 3 clusters Score -865364.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -865455.000000 Penalty: 4474.952148
	Iteration 16Q: 3 clusters Score -865455 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -865560.187500 Penalty: 4474.952148
	Iteration 17Q: 3 clusters Score -865560.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -865656.062500 Penalty: 4474.952148
	Iteration 18Q: 3 clusters Score -865656.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -865719.937500 Penalty: 4474.952148
	Iteration 19Q: 3 clusters Score -865719.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -865772.750000 Penalty: 4474.952148
	Iteration 20F: 3 clusters Score -865772.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -865837.000000 Penalty: 4474.952148
	Iteration 21Q: 3 clusters Score -865837 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -865898.187500 Penalty: 4474.952148
	Iteration 22Q: 3 clusters Score -865898.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -865936.875000 Penalty: 4474.952148
	Iteration 23Q: 3 clusters Score -865936.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -865972.375000 Penalty: 4474.952148
	Iteration 24Q: 3 clusters Score -865972.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -866003.187500 Penalty: 4474.952148
	Iteration 25Q: 3 clusters Score -866003.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -866028.687500 Penalty: 4474.952148
	Iteration 26Q: 3 clusters Score -866028.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -866048.625000 Penalty: 4474.952148
	Iteration 27Q: 3 clusters Score -866048.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -866062.562500 Penalty: 4474.952148
	Iteration 28Q: 3 clusters Score -866062.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -866071.250000 Penalty: 4474.952148
	Iteration 29Q: 3 clusters Score -866071.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -866077.750000 Penalty: 4474.952148
	Iteration 30Q: 3 clusters Score -866077.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -866082.812500 Penalty: 4474.952148
	Iteration 31Q: 3 clusters Score -866082.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -866091.812500 Penalty: 4474.952148
	Iteration 32Q: 3 clusters Score -866091.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -866094.750000 Penalty: 4474.952148
	Iteration 33Q: 3 clusters Score -866094.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -866102.062500 Penalty: 4474.952148
	Iteration 34Q: 3 clusters Score -866102.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -866108.312500 Penalty: 4474.952148
	Iteration 35Q: 3 clusters Score -866108.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -866112.937500 Penalty: 4474.952148
	Iteration 36Q: 3 clusters Score -866112.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -866115.125000 Penalty: 4474.952148
	Iteration 37Q: 3 clusters Score -866115.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -866122.250000 Penalty: 4474.952148
	Iteration 38Q: 3 clusters Score -866122.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -866122.750000 Penalty: 4474.952148
	Iteration 39Q: 3 clusters Score -866122.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -866121.937500 Penalty: 4474.952148
	Iteration 40F: 3 clusters Score -866121.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -866122.187500 Penalty: 4474.952148
	Iteration 41Q: 3 clusters Score -866122.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -866122.187500 Penalty: 4474.952148
	Iteration 42F: 3 clusters Score -866122.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Entering Unmasked Estep 
Score: -894539.562500 Penalty: 2238.104004
	Iteration 0F: 2 clusters Score -894539.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -887992.750000 Penalty: 4476.208008
	Iteration 0F: 3 clusters Score -887992.8 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -889761.875000 Penalty: 4476.208008
	Iteration 1F: 3 clusters Score -889761.9 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -890111.625000 Penalty: 4476.208008
	Iteration 2F: 3 clusters Score -890111.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -890382.625000 Penalty: 4476.208008
	Iteration 3F: 3 clusters Score -890382.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -890627.375000 Penalty: 4476.208008
	Iteration 4Q: 3 clusters Score -890627.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -890865.750000 Penalty: 4476.208008
	Iteration 5Q: 3 clusters Score -890865.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -891130.875000 Penalty: 4476.208008
	Iteration 6Q: 3 clusters Score -891130.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -891463.375000 Penalty: 4476.208008
	Iteration 7F: 3 clusters Score -891463.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -891758.000000 Penalty: 4476.208008
	Iteration 8Q: 3 clusters Score -891758 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -892017.250000 Penalty: 4476.208008
	Iteration 9Q: 3 clusters Score -892017.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -892242.812500 Penalty: 4476.208008
	Iteration 10Q: 3 clusters Score -892242.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -892450.312500 Penalty: 4476.208008
	Iteration 11Q: 3 clusters Score -892450.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -892664.625000 Penalty: 4476.208008
	Iteration 12Q: 3 clusters Score -892664.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -892842.250000 Penalty: 4476.208008
	Iteration 13Q: 3 clusters Score -892842.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -892957.187500 Penalty: 4476.208008
	Iteration 14Q: 3 clusters Score -892957.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -893031.812500 Penalty: 4476.208008
	Iteration 15Q: 3 clusters Score -893031.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -893099.000000 Penalty: 4476.208008
	Iteration 16Q: 3 clusters Score -893099 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -893147.687500 Penalty: 4476.208008
	Iteration 17Q: 3 clusters Score -893147.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -893183.500000 Penalty: 4476.208008
	Iteration 18Q: 3 clusters Score -893183.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -893212.812500 Penalty: 4476.208008
	Iteration 19Q: 3 clusters Score -893212.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -893236.125000 Penalty: 4476.208008
	Iteration 20F: 3 clusters Score -893236.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -893252.125000 Penalty: 4476.208008
	Iteration 21Q: 3 clusters Score -893252.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -893263.375000 Penalty: 4476.208008
	Iteration 22Q: 3 clusters Score -893263.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -893268.562500 Penalty: 4476.208008
	Iteration 23Q: 3 clusters Score -893268.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -893271.500000 Penalty: 4476.208008
	Iteration 24Q: 3 clusters Score -893271.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -893276.312500 Penalty: 4476.208008
	Iteration 25Q: 3 clusters Score -893276.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -893279.312500 Penalty: 4476.208008
	Iteration 26Q: 3 clusters Score -893279.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -893282.562500 Penalty: 4476.208008
	Iteration 27Q: 3 clusters Score -893282.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -893284.750000 Penalty: 4476.208008
	Iteration 28Q: 3 clusters Score -893284.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -893286.812500 Penalty: 4476.208008
	Iteration 29Q: 3 clusters Score -893286.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -893287.437500 Penalty: 4476.208008
	Iteration 30Q: 3 clusters Score -893287.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -893293.312500 Penalty: 4476.208008
	Iteration 31Q: 3 clusters Score -893293.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -893296.062500 Penalty: 4476.208008
	Iteration 32Q: 3 clusters Score -893296.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -893300.500000 Penalty: 4476.208008
	Iteration 33Q: 3 clusters Score -893300.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -893300.937500 Penalty: 4476.208008
	Iteration 34Q: 3 clusters Score -893300.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -893302.000000 Penalty: 4476.208008
	Iteration 35Q: 3 clusters Score -893302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -893303.625000 Penalty: 4476.208008
	Iteration 36Q: 3 clusters Score -893303.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -893305.750000 Penalty: 4476.208008
	Iteration 37Q: 3 clusters Score -893305.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -893305.750000 Penalty: 4476.208008
	Iteration 38F: 3 clusters Score -893305.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Entering Unmasked Estep 
Score: -547880.937500 Penalty: 2227.394531
	Iteration 0F: 2 clusters Score -547880.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -541530.750000 Penalty: 4454.789062
	Iteration 0F: 3 clusters Score -541530.8 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -543406.562500 Penalty: 4454.789062
	Iteration 1F: 3 clusters Score -543406.6 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -543791.625000 Penalty: 4454.789062
	Iteration 2F: 3 clusters Score -543791.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -544105.812500 Penalty: 4454.789062
	Iteration 3F: 3 clusters Score -544105.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -544412.125000 Penalty: 4454.789062
	Iteration 4F: 3 clusters Score -544412.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -544704.125000 Penalty: 4454.789062
	Iteration 5F: 3 clusters Score -544704.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -544965.375000 Penalty: 4454.789062
	Iteration 6Q: 3 clusters Score -544965.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -545190.250000 Penalty: 4454.789062
	Iteration 7Q: 3 clusters Score -545190.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -545394.500000 Penalty: 4454.789062
	Iteration 8Q: 3 clusters Score -545394.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -545583.000000 Penalty: 4454.789062
	Iteration 9Q: 3 clusters Score -545583 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -545710.250000 Penalty: 4454.789062
	Iteration 10Q: 3 clusters Score -545710.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -545819.812500 Penalty: 4454.789062
	Iteration 11Q: 3 clusters Score -545819.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -545908.500000 Penalty: 4454.789062
	Iteration 12Q: 3 clusters Score -545908.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -545971.875000 Penalty: 4454.789062
	Iteration 13Q: 3 clusters Score -545971.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -546016.062500 Penalty: 4454.789062
	Iteration 14Q: 3 clusters Score -546016.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -546055.750000 Penalty: 4454.789062
	Iteration 15Q: 3 clusters Score -546055.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -546085.687500 Penalty: 4454.789062
	Iteration 16Q: 3 clusters Score -546085.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -546104.562500 Penalty: 4454.789062
	Iteration 17Q: 3 clusters Score -546104.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -546117.250000 Penalty: 4454.789062
	Iteration 18Q: 3 clusters Score -546117.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -546126.500000 Penalty: 4454.789062
	Iteration 19Q: 3 clusters Score -546126.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -546132.125000 Penalty: 4454.789062
	Iteration 20F: 3 clusters Score -546132.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -546140.500000 Penalty: 4454.789062
	Iteration 21Q: 3 clusters Score -546140.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -546150.812500 Penalty: 4454.789062
	Iteration 22Q: 3 clusters Score -546150.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -546159.687500 Penalty: 4454.789062
	Iteration 23Q: 3 clusters Score -546159.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -546163.437500 Penalty: 4454.789062
	Iteration 24Q: 3 clusters Score -546163.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -546170.062500 Penalty: 4454.789062
	Iteration 25Q: 3 clusters Score -546170.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -546174.625000 Penalty: 4454.789062
	Iteration 26Q: 3 clusters Score -546174.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -546177.312500 Penalty: 4454.789062
	Iteration 27Q: 3 clusters Score -546177.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -546179.875000 Penalty: 4454.789062
	Iteration 28Q: 3 clusters Score -546179.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -546183.625000 Penalty: 4454.789062
	Iteration 29Q: 3 clusters Score -546183.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -546186.312500 Penalty: 4454.789062
	Iteration 30Q: 3 clusters Score -546186.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -546189.437500 Penalty: 4454.789062
	Iteration 31Q: 3 clusters Score -546189.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -546193.125000 Penalty: 4454.789062
	Iteration 32Q: 3 clusters Score -546193.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -546198.250000 Penalty: 4454.789062
	Iteration 33Q: 3 clusters Score -546198.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -546204.375000 Penalty: 4454.789062
	Iteration 34Q: 3 clusters Score -546204.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -546207.250000 Penalty: 4454.789062
	Iteration 35Q: 3 clusters Score -546207.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -546209.125000 Penalty: 4454.789062
	Iteration 36Q: 3 clusters Score -546209.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -546210.062500 Penalty: 4454.789062
	Iteration 37Q: 3 clusters Score -546210.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -546210.750000 Penalty: 4454.789062
	Iteration 38Q: 3 clusters Score -546210.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -546211.687500 Penalty: 4454.789062
	Iteration 39Q: 3 clusters Score -546211.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -546211.687500 Penalty: 4454.789062
	Iteration 40F: 3 clusters Score -546211.7 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: -36986.199219 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -36986.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -35623.703125 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -35623.7 nChanged 55
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: -35755.140625 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -35755.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -35800.312500 Penalty: 2961.745850
	Iteration 2Q: 3 clusters Score -35800.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -35832.074219 Penalty: 2961.745850
	Iteration 3Q: 3 clusters Score -35832.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -35838.261719 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -35838.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -35846.410156 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -35846.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -35851.882812 Penalty: 2961.745850
	Iteration 6Q: 3 clusters Score -35851.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -35858.242188 Penalty: 2961.745850
	Iteration 7Q: 3 clusters Score -35858.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -35861.367188 Penalty: 2961.745850
	Iteration 8Q: 3 clusters Score -35861.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -35864.062500 Penalty: 2961.745850
	Iteration 9Q: 3 clusters Score -35864.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -35868.738281 Penalty: 2961.745850
	Iteration 10Q: 3 clusters Score -35868.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -35868.738281 Penalty: 2961.745850
	Iteration 11F: 3 clusters Score -35868.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (18464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Entering Unmasked Estep 
Score: -1998209.750000 Penalty: 2436.247314
	Iteration 0F: 2 clusters Score -1998210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1985149.125000 Penalty: 4872.494629
	Iteration 0F: 3 clusters Score -1985149 nChanged 8108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1989606.000000 Penalty: 4872.494629
	Iteration 1F: 3 clusters Score -1989606 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1990157.000000 Penalty: 4872.494629
	Iteration 2F: 3 clusters Score -1990157 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1990709.250000 Penalty: 4872.494629
	Iteration 3F: 3 clusters Score -1990709 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1991357.125000 Penalty: 4872.494629
	Iteration 4F: 3 clusters Score -1991357 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1992146.375000 Penalty: 4872.494629
	Iteration 5F: 3 clusters Score -1992146 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1992870.125000 Penalty: 4872.494629
	Iteration 6F: 3 clusters Score -1992870 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1993459.125000 Penalty: 4872.494629
	Iteration 7F: 3 clusters Score -1993459 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1993975.875000 Penalty: 4872.494629
	Iteration 8Q: 3 clusters Score -1993976 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1994422.750000 Penalty: 4872.494629
	Iteration 9Q: 3 clusters Score -1994423 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1994800.125000 Penalty: 4872.494629
	Iteration 10Q: 3 clusters Score -1994800 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1995119.625000 Penalty: 4872.494629
	Iteration 11Q: 3 clusters Score -1995120 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1995351.875000 Penalty: 4872.494629
	Iteration 12Q: 3 clusters Score -1995352 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1995534.875000 Penalty: 4872.494629
	Iteration 13Q: 3 clusters Score -1995535 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1995660.375000 Penalty: 4872.494629
	Iteration 14Q: 3 clusters Score -1995660 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1995754.000000 Penalty: 4872.494629
	Iteration 15Q: 3 clusters Score -1995754 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1995819.000000 Penalty: 4872.494629
	Iteration 16Q: 3 clusters Score -1995819 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1995872.750000 Penalty: 4872.494629
	Iteration 17Q: 3 clusters Score -1995873 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1995908.875000 Penalty: 4872.494629
	Iteration 18Q: 3 clusters Score -1995909 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1995919.375000 Penalty: 4872.494629
	Iteration 19Q: 3 clusters Score -1995919 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1995941.375000 Penalty: 4872.494629
	Iteration 20F: 3 clusters Score -1995941 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1995953.250000 Penalty: 4872.494629
	Iteration 21Q: 3 clusters Score -1995953 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1995956.750000 Penalty: 4872.494629
	Iteration 22Q: 3 clusters Score -1995957 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1995973.625000 Penalty: 4872.494629
	Iteration 23Q: 3 clusters Score -1995974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1995981.000000 Penalty: 4872.494629
	Iteration 24Q: 3 clusters Score -1995981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1995986.250000 Penalty: 4872.494629
	Iteration 25Q: 3 clusters Score -1995986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1995994.750000 Penalty: 4872.494629
	Iteration 26Q: 3 clusters Score -1995995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1995998.000000 Penalty: 4872.494629
	Iteration 27Q: 3 clusters Score -1995998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1995999.625000 Penalty: 4872.494629
	Iteration 28Q: 3 clusters Score -1996000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1996011.750000 Penalty: 4872.494629
	Iteration 29Q: 3 clusters Score -1996012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1996020.750000 Penalty: 4872.494629
	Iteration 30Q: 3 clusters Score -1996021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1996027.750000 Penalty: 4872.494629
	Iteration 31Q: 3 clusters Score -1996028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1996039.500000 Penalty: 4872.494629
	Iteration 32Q: 3 clusters Score -1996040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1996046.875000 Penalty: 4872.494629
	Iteration 33Q: 3 clusters Score -1996047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1996055.500000 Penalty: 4872.494629
	Iteration 34Q: 3 clusters Score -1996056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1996061.625000 Penalty: 4872.494629
	Iteration 35Q: 3 clusters Score -1996062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1996072.375000 Penalty: 4872.494629
	Iteration 36Q: 3 clusters Score -1996072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1996081.125000 Penalty: 4872.494629
	Iteration 37Q: 3 clusters Score -1996081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1996088.875000 Penalty: 4872.494629
	Iteration 38Q: 3 clusters Score -1996089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1996101.750000 Penalty: 4872.494629
	Iteration 39Q: 3 clusters Score -1996102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1996106.625000 Penalty: 4872.494629
	Iteration 40F: 3 clusters Score -1996107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1996118.875000 Penalty: 4872.494629
	Iteration 41Q: 3 clusters Score -1996119 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1996137.125000 Penalty: 4872.494629
	Iteration 42Q: 3 clusters Score -1996137 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1996159.625000 Penalty: 4872.494629
	Iteration 43Q: 3 clusters Score -1996160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1996187.250000 Penalty: 4872.494629
	Iteration 44Q: 3 clusters Score -1996187 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1996216.500000 Penalty: 4872.494629
	Iteration 45Q: 3 clusters Score -1996216 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1996241.750000 Penalty: 4872.494629
	Iteration 46Q: 3 clusters Score -1996242 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1996272.000000 Penalty: 4872.494629
	Iteration 47Q: 3 clusters Score -1996272 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1996301.875000 Penalty: 4872.494629
	Iteration 48Q: 3 clusters Score -1996302 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1996330.375000 Penalty: 4872.494629
	Iteration 49Q: 3 clusters Score -1996330 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1996350.250000 Penalty: 4872.494629
	Iteration 50Q: 3 clusters Score -1996350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1996364.500000 Penalty: 4872.494629
	Iteration 51Q: 3 clusters Score -1996364 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1996385.750000 Penalty: 4872.494629
	Iteration 52Q: 3 clusters Score -1996386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1996404.125000 Penalty: 4872.494629
	Iteration 53Q: 3 clusters Score -1996404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1996418.500000 Penalty: 4872.494629
	Iteration 54Q: 3 clusters Score -1996418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1996425.750000 Penalty: 4872.494629
	Iteration 55Q: 3 clusters Score -1996426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1996436.625000 Penalty: 4872.494629
	Iteration 56Q: 3 clusters Score -1996437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1996443.250000 Penalty: 4872.494629
	Iteration 57Q: 3 clusters Score -1996443 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1996453.500000 Penalty: 4872.494629
	Iteration 58Q: 3 clusters Score -1996454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1996460.750000 Penalty: 4872.494629
	Iteration 59Q: 3 clusters Score -1996461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1996466.250000 Penalty: 4872.494629
	Iteration 60F: 3 clusters Score -1996466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1996470.250000 Penalty: 4872.494629
	Iteration 61Q: 3 clusters Score -1996470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1996478.250000 Penalty: 4872.494629
	Iteration 62Q: 3 clusters Score -1996478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1996477.750000 Penalty: 4872.494629
	Iteration 63Q: 3 clusters Score -1996478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1996479.375000 Penalty: 4872.494629
	Iteration 64Q: 3 clusters Score -1996479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1996480.250000 Penalty: 4872.494629
	Iteration 65Q: 3 clusters Score -1996480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1996479.125000 Penalty: 4872.494629
	Iteration 66Q: 3 clusters Score -1996479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1996480.625000 Penalty: 4872.494629
	Iteration 67Q: 3 clusters Score -1996481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1996481.125000 Penalty: 4872.494629
	Iteration 68Q: 3 clusters Score -1996481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1996481.125000 Penalty: 4872.494629
	Iteration 69F: 3 clusters Score -1996481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (20536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Entering Unmasked Estep 
Score: -1798823.000000 Penalty: 2462.623779
	Iteration 0F: 2 clusters Score -1798823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1784553.750000 Penalty: 4925.247559
	Iteration 0F: 3 clusters Score -1784554 nChanged 8964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1789530.875000 Penalty: 4925.247559
	Iteration 1F: 3 clusters Score -1789531 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1790244.500000 Penalty: 4925.247559
	Iteration 2F: 3 clusters Score -1790244 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1790981.750000 Penalty: 4925.247559
	Iteration 3F: 3 clusters Score -1790982 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1791688.250000 Penalty: 4925.247559
	Iteration 4F: 3 clusters Score -1791688 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1792328.375000 Penalty: 4925.247559
	Iteration 5F: 3 clusters Score -1792328 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1792916.125000 Penalty: 4925.247559
	Iteration 6F: 3 clusters Score -1792916 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1793434.375000 Penalty: 4925.247559
	Iteration 7Q: 3 clusters Score -1793434 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1793873.500000 Penalty: 4925.247559
	Iteration 8Q: 3 clusters Score -1793874 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1794200.125000 Penalty: 4925.247559
	Iteration 9Q: 3 clusters Score -1794200 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1794419.000000 Penalty: 4925.247559
	Iteration 10Q: 3 clusters Score -1794419 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1794579.125000 Penalty: 4925.247559
	Iteration 11Q: 3 clusters Score -1794579 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1794711.750000 Penalty: 4925.247559
	Iteration 12Q: 3 clusters Score -1794712 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1794804.875000 Penalty: 4925.247559
	Iteration 13Q: 3 clusters Score -1794805 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1794873.125000 Penalty: 4925.247559
	Iteration 14Q: 3 clusters Score -1794873 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1794932.875000 Penalty: 4925.247559
	Iteration 15Q: 3 clusters Score -1794933 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1794991.875000 Penalty: 4925.247559
	Iteration 16Q: 3 clusters Score -1794992 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1795040.000000 Penalty: 4925.247559
	Iteration 17Q: 3 clusters Score -1795040 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1795081.125000 Penalty: 4925.247559
	Iteration 18Q: 3 clusters Score -1795081 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1795114.875000 Penalty: 4925.247559
	Iteration 19Q: 3 clusters Score -1795115 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1795159.000000 Penalty: 4925.247559
	Iteration 20F: 3 clusters Score -1795159 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1795203.750000 Penalty: 4925.247559
	Iteration 21Q: 3 clusters Score -1795204 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1795246.625000 Penalty: 4925.247559
	Iteration 22Q: 3 clusters Score -1795247 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1795289.250000 Penalty: 4925.247559
	Iteration 23Q: 3 clusters Score -1795289 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1795342.625000 Penalty: 4925.247559
	Iteration 24Q: 3 clusters Score -1795343 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1795386.250000 Penalty: 4925.247559
	Iteration 25Q: 3 clusters Score -1795386 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1795432.500000 Penalty: 4925.247559
	Iteration 26Q: 3 clusters Score -1795432 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1795479.625000 Penalty: 4925.247559
	Iteration 27Q: 3 clusters Score -1795480 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1795515.500000 Penalty: 4925.247559
	Iteration 28Q: 3 clusters Score -1795516 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1795556.625000 Penalty: 4925.247559
	Iteration 29Q: 3 clusters Score -1795557 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1795599.625000 Penalty: 4925.247559
	Iteration 30Q: 3 clusters Score -1795600 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1795656.875000 Penalty: 4925.247559
	Iteration 31Q: 3 clusters Score -1795657 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1795708.750000 Penalty: 4925.247559
	Iteration 32Q: 3 clusters Score -1795709 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1795754.375000 Penalty: 4925.247559
	Iteration 33Q: 3 clusters Score -1795754 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1795804.500000 Penalty: 4925.247559
	Iteration 34Q: 3 clusters Score -1795804 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1795859.750000 Penalty: 4925.247559
	Iteration 35Q: 3 clusters Score -1795860 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1795924.625000 Penalty: 4925.247559
	Iteration 36Q: 3 clusters Score -1795925 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1796001.000000 Penalty: 4925.247559
	Iteration 37Q: 3 clusters Score -1796001 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1796092.750000 Penalty: 4925.247559
	Iteration 38Q: 3 clusters Score -1796093 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1796186.750000 Penalty: 4925.247559
	Iteration 39Q: 3 clusters Score -1796187 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1796287.750000 Penalty: 4925.247559
	Iteration 40F: 3 clusters Score -1796288 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1796379.000000 Penalty: 4925.247559
	Iteration 41Q: 3 clusters Score -1796379 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1796458.375000 Penalty: 4925.247559
	Iteration 42Q: 3 clusters Score -1796458 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1796524.500000 Penalty: 4925.247559
	Iteration 43Q: 3 clusters Score -1796524 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1796606.375000 Penalty: 4925.247559
	Iteration 44Q: 3 clusters Score -1796606 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1796675.875000 Penalty: 4925.247559
	Iteration 45Q: 3 clusters Score -1796676 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1796752.375000 Penalty: 4925.247559
	Iteration 46Q: 3 clusters Score -1796752 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1796815.250000 Penalty: 4925.247559
	Iteration 47Q: 3 clusters Score -1796815 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1796869.250000 Penalty: 4925.247559
	Iteration 48Q: 3 clusters Score -1796869 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1796912.875000 Penalty: 4925.247559
	Iteration 49Q: 3 clusters Score -1796913 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1796951.125000 Penalty: 4925.247559
	Iteration 50Q: 3 clusters Score -1796951 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1796988.375000 Penalty: 4925.247559
	Iteration 51Q: 3 clusters Score -1796988 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1797015.625000 Penalty: 4925.247559
	Iteration 52Q: 3 clusters Score -1797016 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1797037.625000 Penalty: 4925.247559
	Iteration 53Q: 3 clusters Score -1797038 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1797056.625000 Penalty: 4925.247559
	Iteration 54Q: 3 clusters Score -1797057 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1797079.750000 Penalty: 4925.247559
	Iteration 55Q: 3 clusters Score -1797080 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1797111.500000 Penalty: 4925.247559
	Iteration 56Q: 3 clusters Score -1797112 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1797128.375000 Penalty: 4925.247559
	Iteration 57Q: 3 clusters Score -1797128 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1797139.750000 Penalty: 4925.247559
	Iteration 58Q: 3 clusters Score -1797140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1797148.375000 Penalty: 4925.247559
	Iteration 59Q: 3 clusters Score -1797148 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1797159.625000 Penalty: 4925.247559
	Iteration 60F: 3 clusters Score -1797160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1797166.125000 Penalty: 4925.247559
	Iteration 61Q: 3 clusters Score -1797166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1797176.000000 Penalty: 4925.247559
	Iteration 62Q: 3 clusters Score -1797176 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1797196.875000 Penalty: 4925.247559
	Iteration 63Q: 3 clusters Score -1797197 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1797216.625000 Penalty: 4925.247559
	Iteration 64Q: 3 clusters Score -1797217 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1797230.250000 Penalty: 4925.247559
	Iteration 65Q: 3 clusters Score -1797230 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1797253.500000 Penalty: 4925.247559
	Iteration 66Q: 3 clusters Score -1797254 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1797276.375000 Penalty: 4925.247559
	Iteration 67Q: 3 clusters Score -1797276 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1797304.500000 Penalty: 4925.247559
	Iteration 68Q: 3 clusters Score -1797304 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1797330.375000 Penalty: 4925.247559
	Iteration 69Q: 3 clusters Score -1797330 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1797362.750000 Penalty: 4925.247559
	Iteration 70Q: 3 clusters Score -1797363 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1797385.750000 Penalty: 4925.247559
	Iteration 71Q: 3 clusters Score -1797386 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1797413.750000 Penalty: 4925.247559
	Iteration 72Q: 3 clusters Score -1797414 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1797439.125000 Penalty: 4925.247559
	Iteration 73Q: 3 clusters Score -1797439 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1797456.875000 Penalty: 4925.247559
	Iteration 74Q: 3 clusters Score -1797457 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1797477.875000 Penalty: 4925.247559
	Iteration 75Q: 3 clusters Score -1797478 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1797484.375000 Penalty: 4925.247559
	Iteration 76Q: 3 clusters Score -1797484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1797489.250000 Penalty: 4925.247559
	Iteration 77Q: 3 clusters Score -1797489 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1797498.000000 Penalty: 4925.247559
	Iteration 78Q: 3 clusters Score -1797498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1797504.125000 Penalty: 4925.247559
	Iteration 79Q: 3 clusters Score -1797504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1797506.125000 Penalty: 4925.247559
	Iteration 80F: 3 clusters Score -1797506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1797507.750000 Penalty: 4925.247559
	Iteration 81Q: 3 clusters Score -1797508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1797510.750000 Penalty: 4925.247559
	Iteration 82Q: 3 clusters Score -1797511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1797514.125000 Penalty: 4925.247559
	Iteration 83Q: 3 clusters Score -1797514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1797516.250000 Penalty: 4925.247559
	Iteration 84Q: 3 clusters Score -1797516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1797518.625000 Penalty: 4925.247559
	Iteration 85Q: 3 clusters Score -1797519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1797516.500000 Penalty: 4925.247559
	Iteration 86Q: 3 clusters Score -1797516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1797518.625000 Penalty: 4925.247559
	Iteration 87Q: 3 clusters Score -1797519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1797519.375000 Penalty: 4925.247559
	Iteration 88Q: 3 clusters Score -1797519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1797519.375000 Penalty: 4925.247559
	Iteration 89F: 3 clusters Score -1797519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Entering Unmasked Estep 
Score: -432930.937500 Penalty: 2084.031494
	Iteration 0F: 2 clusters Score -432930.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -428811.687500 Penalty: 4168.062988
	Iteration 0F: 3 clusters Score -428811.7 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -429896.093750 Penalty: 4168.062988
	Iteration 1F: 3 clusters Score -429896.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -430269.281250 Penalty: 4168.062988
	Iteration 2F: 3 clusters Score -430269.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -430559.187500 Penalty: 4168.062988
	Iteration 3F: 3 clusters Score -430559.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -430798.062500 Penalty: 4168.062988
	Iteration 4F: 3 clusters Score -430798.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -431015.281250 Penalty: 4168.062988
	Iteration 5F: 3 clusters Score -431015.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -431187.437500 Penalty: 4168.062988
	Iteration 6Q: 3 clusters Score -431187.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -431332.843750 Penalty: 4168.062988
	Iteration 7Q: 3 clusters Score -431332.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -431421.937500 Penalty: 4168.062988
	Iteration 8Q: 3 clusters Score -431421.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -431494.156250 Penalty: 4168.062988
	Iteration 9Q: 3 clusters Score -431494.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -431538.343750 Penalty: 4168.062988
	Iteration 10Q: 3 clusters Score -431538.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -431572.718750 Penalty: 4168.062988
	Iteration 11Q: 3 clusters Score -431572.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -431596.031250 Penalty: 4168.062988
	Iteration 12Q: 3 clusters Score -431596 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -431617.312500 Penalty: 4168.062988
	Iteration 13Q: 3 clusters Score -431617.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -431639.250000 Penalty: 4168.062988
	Iteration 14Q: 3 clusters Score -431639.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -431660.781250 Penalty: 4168.062988
	Iteration 15Q: 3 clusters Score -431660.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -431673.875000 Penalty: 4168.062988
	Iteration 16Q: 3 clusters Score -431673.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -431683.406250 Penalty: 4168.062988
	Iteration 17Q: 3 clusters Score -431683.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -431692.187500 Penalty: 4168.062988
	Iteration 18Q: 3 clusters Score -431692.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -431699.093750 Penalty: 4168.062988
	Iteration 19Q: 3 clusters Score -431699.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -431704.968750 Penalty: 4168.062988
	Iteration 20F: 3 clusters Score -431705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -431712.343750 Penalty: 4168.062988
	Iteration 21Q: 3 clusters Score -431712.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -431717.437500 Penalty: 4168.062988
	Iteration 22Q: 3 clusters Score -431717.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -431721.562500 Penalty: 4168.062988
	Iteration 23Q: 3 clusters Score -431721.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -431725.156250 Penalty: 4168.062988
	Iteration 24Q: 3 clusters Score -431725.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -431725.500000 Penalty: 4168.062988
	Iteration 25Q: 3 clusters Score -431725.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -431729.593750 Penalty: 4168.062988
	Iteration 26Q: 3 clusters Score -431729.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -431732.406250 Penalty: 4168.062988
	Iteration 27Q: 3 clusters Score -431732.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -431736.312500 Penalty: 4168.062988
	Iteration 28Q: 3 clusters Score -431736.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -431737.593750 Penalty: 4168.062988
	Iteration 29Q: 3 clusters Score -431737.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -431737.593750 Penalty: 4168.062988
	Iteration 30Q: 3 clusters Score -431737.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -431739.281250 Penalty: 4168.062988
	Iteration 31Q: 3 clusters Score -431739.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -431739.562500 Penalty: 4168.062988
	Iteration 32Q: 3 clusters Score -431739.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -431739.593750 Penalty: 4168.062988
	Iteration 33Q: 3 clusters Score -431739.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -431739.656250 Penalty: 4168.062988
	Iteration 34Q: 3 clusters Score -431739.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -431741.531250 Penalty: 4168.062988
	Iteration 35Q: 3 clusters Score -431741.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -431741.531250 Penalty: 4168.062988
	Iteration 36F: 3 clusters Score -431741.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (17623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Entering Unmasked Estep 
Score: -1928070.125000 Penalty: 2424.686279
	Iteration 0F: 2 clusters Score -1928070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1915482.875000 Penalty: 4849.372559
	Iteration 0F: 3 clusters Score -1915483 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1919619.750000 Penalty: 4849.372559
	Iteration 1F: 3 clusters Score -1919620 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1920013.625000 Penalty: 4849.372559
	Iteration 2F: 3 clusters Score -1920014 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1920302.125000 Penalty: 4849.372559
	Iteration 3Q: 3 clusters Score -1920302 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1920531.375000 Penalty: 4849.372559
	Iteration 4Q: 3 clusters Score -1920531 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1920744.375000 Penalty: 4849.372559
	Iteration 5Q: 3 clusters Score -1920744 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1920965.125000 Penalty: 4849.372559
	Iteration 6Q: 3 clusters Score -1920965 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1921223.750000 Penalty: 4849.372559
	Iteration 7Q: 3 clusters Score -1921224 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1921542.500000 Penalty: 4849.372559
	Iteration 8Q: 3 clusters Score -1921542 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1921942.875000 Penalty: 4849.372559
	Iteration 9Q: 3 clusters Score -1921943 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1922459.750000 Penalty: 4849.372559
	Iteration 10Q: 3 clusters Score -1922460 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1923073.000000 Penalty: 4849.372559
	Iteration 11F: 3 clusters Score -1923073 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1923719.000000 Penalty: 4849.372559
	Iteration 12F: 3 clusters Score -1923719 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1924293.000000 Penalty: 4849.372559
	Iteration 13Q: 3 clusters Score -1924293 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1924767.000000 Penalty: 4849.372559
	Iteration 14Q: 3 clusters Score -1924767 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1925146.250000 Penalty: 4849.372559
	Iteration 15Q: 3 clusters Score -1925146 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1925403.375000 Penalty: 4849.372559
	Iteration 16Q: 3 clusters Score -1925403 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1925569.875000 Penalty: 4849.372559
	Iteration 17Q: 3 clusters Score -1925570 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1925675.250000 Penalty: 4849.372559
	Iteration 18Q: 3 clusters Score -1925675 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1925748.375000 Penalty: 4849.372559
	Iteration 19Q: 3 clusters Score -1925748 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1925784.875000 Penalty: 4849.372559
	Iteration 20F: 3 clusters Score -1925785 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1925822.000000 Penalty: 4849.372559
	Iteration 21Q: 3 clusters Score -1925822 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1925843.750000 Penalty: 4849.372559
	Iteration 22Q: 3 clusters Score -1925844 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1925856.250000 Penalty: 4849.372559
	Iteration 23Q: 3 clusters Score -1925856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1925877.500000 Penalty: 4849.372559
	Iteration 24Q: 3 clusters Score -1925878 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1925890.375000 Penalty: 4849.372559
	Iteration 25Q: 3 clusters Score -1925890 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1925900.375000 Penalty: 4849.372559
	Iteration 26Q: 3 clusters Score -1925900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1925913.125000 Penalty: 4849.372559
	Iteration 27Q: 3 clusters Score -1925913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1925921.750000 Penalty: 4849.372559
	Iteration 28Q: 3 clusters Score -1925922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1925926.125000 Penalty: 4849.372559
	Iteration 29Q: 3 clusters Score -1925926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1925932.500000 Penalty: 4849.372559
	Iteration 30Q: 3 clusters Score -1925932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1925940.375000 Penalty: 4849.372559
	Iteration 31Q: 3 clusters Score -1925940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1925941.500000 Penalty: 4849.372559
	Iteration 32Q: 3 clusters Score -1925942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1925951.375000 Penalty: 4849.372559
	Iteration 33Q: 3 clusters Score -1925951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1925955.375000 Penalty: 4849.372559
	Iteration 34Q: 3 clusters Score -1925955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1925956.250000 Penalty: 4849.372559
	Iteration 35Q: 3 clusters Score -1925956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1925960.125000 Penalty: 4849.372559
	Iteration 36Q: 3 clusters Score -1925960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1925969.250000 Penalty: 4849.372559
	Iteration 37Q: 3 clusters Score -1925969 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1925978.750000 Penalty: 4849.372559
	Iteration 38Q: 3 clusters Score -1925979 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1925984.500000 Penalty: 4849.372559
	Iteration 39Q: 3 clusters Score -1925984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1925988.125000 Penalty: 4849.372559
	Iteration 40F: 3 clusters Score -1925988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1925992.125000 Penalty: 4849.372559
	Iteration 41Q: 3 clusters Score -1925992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1925997.750000 Penalty: 4849.372559
	Iteration 42Q: 3 clusters Score -1925998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1925999.500000 Penalty: 4849.372559
	Iteration 43Q: 3 clusters Score -1926000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1925999.625000 Penalty: 4849.372559
	Iteration 44Q: 3 clusters Score -1926000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1925998.750000 Penalty: 4849.372559
	Iteration 45Q: 3 clusters Score -1925999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1926000.750000 Penalty: 4849.372559
	Iteration 46Q: 3 clusters Score -1926001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1926000.750000 Penalty: 4849.372559
	Iteration 47F: 3 clusters Score -1926001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -41236.675781 Penalty: 1505.542969
	Iteration 0F: 2 clusters Score -41236.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39782.777344 Penalty: 3011.085938
	Iteration 0F: 3 clusters Score -39782.78 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39936.578125 Penalty: 3011.085938
	Iteration 1F: 3 clusters Score -39936.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39984.613281 Penalty: 3011.085938
	Iteration 2Q: 3 clusters Score -39984.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40017.664062 Penalty: 3011.085938
	Iteration 3Q: 3 clusters Score -40017.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40031.929688 Penalty: 3011.085938
	Iteration 4Q: 3 clusters Score -40031.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40038.753906 Penalty: 3011.085938
	Iteration 5Q: 3 clusters Score -40038.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -40047.363281 Penalty: 3011.085938
	Iteration 6Q: 3 clusters Score -40047.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -40051.476562 Penalty: 3011.085938
	Iteration 7Q: 3 clusters Score -40051.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40054.296875 Penalty: 3011.085938
	Iteration 8Q: 3 clusters Score -40054.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40058.800781 Penalty: 3011.085938
	Iteration 9Q: 3 clusters Score -40058.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40062.078125 Penalty: 3011.085938
	Iteration 10Q: 3 clusters Score -40062.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40062.078125 Penalty: 3011.085938
	Iteration 11F: 3 clusters Score -40062.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (16465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Entering Unmasked Estep 
Score: -1796270.375000 Penalty: 2407.830078
	Iteration 0F: 2 clusters Score -1796270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1784594.375000 Penalty: 4815.660156
	Iteration 0F: 3 clusters Score -1784594 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1788391.875000 Penalty: 4815.660156
	Iteration 1F: 3 clusters Score -1788392 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1788922.250000 Penalty: 4815.660156
	Iteration 2F: 3 clusters Score -1788922 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1789413.000000 Penalty: 4815.660156
	Iteration 3F: 3 clusters Score -1789413 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1789916.750000 Penalty: 4815.660156
	Iteration 4F: 3 clusters Score -1789917 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1790492.500000 Penalty: 4815.660156
	Iteration 5F: 3 clusters Score -1790492 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1791156.500000 Penalty: 4815.660156
	Iteration 6F: 3 clusters Score -1791156 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1791843.125000 Penalty: 4815.660156
	Iteration 7F: 3 clusters Score -1791843 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1792470.000000 Penalty: 4815.660156
	Iteration 8Q: 3 clusters Score -1792470 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -1792992.250000 Penalty: 4815.660156
	Iteration 9Q: 3 clusters Score -1792992 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -1793423.125000 Penalty: 4815.660156
	Iteration 10Q: 3 clusters Score -1793423 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -1793684.500000 Penalty: 4815.660156
	Iteration 11Q: 3 clusters Score -1793684 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -1793854.000000 Penalty: 4815.660156
	Iteration 12Q: 3 clusters Score -1793854 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -1793986.750000 Penalty: 4815.660156
	Iteration 13Q: 3 clusters Score -1793987 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -1794065.625000 Penalty: 4815.660156
	Iteration 14Q: 3 clusters Score -1794066 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -1794123.000000 Penalty: 4815.660156
	Iteration 15Q: 3 clusters Score -1794123 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -1794166.000000 Penalty: 4815.660156
	Iteration 16Q: 3 clusters Score -1794166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -1794197.625000 Penalty: 4815.660156
	Iteration 17Q: 3 clusters Score -1794198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -1794222.000000 Penalty: 4815.660156
	Iteration 18Q: 3 clusters Score -1794222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -1794235.375000 Penalty: 4815.660156
	Iteration 19Q: 3 clusters Score -1794235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -1794253.500000 Penalty: 4815.660156
	Iteration 20F: 3 clusters Score -1794254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -1794258.875000 Penalty: 4815.660156
	Iteration 21Q: 3 clusters Score -1794259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -1794266.125000 Penalty: 4815.660156
	Iteration 22Q: 3 clusters Score -1794266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -1794275.750000 Penalty: 4815.660156
	Iteration 23Q: 3 clusters Score -1794276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -1794275.750000 Penalty: 4815.660156
	Iteration 24F: 3 clusters Score -1794276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Entering Unmasked Estep 
Score: -870009.625000 Penalty: 2249.798340
	Iteration 0F: 2 clusters Score -870009.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -863133.937500 Penalty: 4499.596680
	Iteration 0F: 3 clusters Score -863133.9 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -865236.375000 Penalty: 4499.596680
	Iteration 1F: 3 clusters Score -865236.4 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -865681.875000 Penalty: 4499.596680
	Iteration 2F: 3 clusters Score -865681.9 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -866039.750000 Penalty: 4499.596680
	Iteration 3F: 3 clusters Score -866039.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -866337.937500 Penalty: 4499.596680
	Iteration 4F: 3 clusters Score -866337.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -866604.750000 Penalty: 4499.596680
	Iteration 5Q: 3 clusters Score -866604.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -866843.250000 Penalty: 4499.596680
	Iteration 6Q: 3 clusters Score -866843.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -867071.125000 Penalty: 4499.596680
	Iteration 7Q: 3 clusters Score -867071.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -867237.687500 Penalty: 4499.596680
	Iteration 8Q: 3 clusters Score -867237.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -867372.750000 Penalty: 4499.596680
	Iteration 9Q: 3 clusters Score -867372.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -867479.375000 Penalty: 4499.596680
	Iteration 10Q: 3 clusters Score -867479.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -867569.625000 Penalty: 4499.596680
	Iteration 11Q: 3 clusters Score -867569.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -867651.312500 Penalty: 4499.596680
	Iteration 12Q: 3 clusters Score -867651.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -867732.312500 Penalty: 4499.596680
	Iteration 13Q: 3 clusters Score -867732.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -867812.562500 Penalty: 4499.596680
	Iteration 14Q: 3 clusters Score -867812.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -867886.000000 Penalty: 4499.596680
	Iteration 15Q: 3 clusters Score -867886 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -867957.937500 Penalty: 4499.596680
	Iteration 16Q: 3 clusters Score -867957.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -868028.437500 Penalty: 4499.596680
	Iteration 17Q: 3 clusters Score -868028.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -868098.000000 Penalty: 4499.596680
	Iteration 18Q: 3 clusters Score -868098 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -868151.562500 Penalty: 4499.596680
	Iteration 19Q: 3 clusters Score -868151.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -868193.187500 Penalty: 4499.596680
	Iteration 20F: 3 clusters Score -868193.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -868221.187500 Penalty: 4499.596680
	Iteration 21Q: 3 clusters Score -868221.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -868235.500000 Penalty: 4499.596680
	Iteration 22Q: 3 clusters Score -868235.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -868264.437500 Penalty: 4499.596680
	Iteration 23Q: 3 clusters Score -868264.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -868288.750000 Penalty: 4499.596680
	Iteration 24Q: 3 clusters Score -868288.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -868305.812500 Penalty: 4499.596680
	Iteration 25Q: 3 clusters Score -868305.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -868324.125000 Penalty: 4499.596680
	Iteration 26Q: 3 clusters Score -868324.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -868336.000000 Penalty: 4499.596680
	Iteration 27Q: 3 clusters Score -868336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -868339.437500 Penalty: 4499.596680
	Iteration 28Q: 3 clusters Score -868339.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -868343.437500 Penalty: 4499.596680
	Iteration 29Q: 3 clusters Score -868343.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -868353.187500 Penalty: 4499.596680
	Iteration 30Q: 3 clusters Score -868353.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -868358.062500 Penalty: 4499.596680
	Iteration 31Q: 3 clusters Score -868358.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -868362.125000 Penalty: 4499.596680
	Iteration 32Q: 3 clusters Score -868362.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -868363.875000 Penalty: 4499.596680
	Iteration 33Q: 3 clusters Score -868363.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -868366.875000 Penalty: 4499.596680
	Iteration 34Q: 3 clusters Score -868366.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -868367.937500 Penalty: 4499.596680
	Iteration 35Q: 3 clusters Score -868367.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -868370.375000 Penalty: 4499.596680
	Iteration 36Q: 3 clusters Score -868370.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -868369.812500 Penalty: 4499.596680
	Iteration 37Q: 3 clusters Score -868369.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -868368.750000 Penalty: 4499.596680
	Iteration 38Q: 3 clusters Score -868368.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -868368.750000 Penalty: 4499.596680
	Iteration 39F: 3 clusters Score -868368.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Entering Unmasked Estep 
Score: -856008.750000 Penalty: 2225.736816
	Iteration 0F: 2 clusters Score -856008.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -849556.687500 Penalty: 4451.473633
	Iteration 0F: 3 clusters Score -849556.7 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -851349.875000 Penalty: 4451.473633
	Iteration 1F: 3 clusters Score -851349.9 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -851744.937500 Penalty: 4451.473633
	Iteration 2F: 3 clusters Score -851744.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -852076.000000 Penalty: 4451.473633
	Iteration 3F: 3 clusters Score -852076 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -852365.500000 Penalty: 4451.473633
	Iteration 4F: 3 clusters Score -852365.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -852617.000000 Penalty: 4451.473633
	Iteration 5Q: 3 clusters Score -852617 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -852848.750000 Penalty: 4451.473633
	Iteration 6Q: 3 clusters Score -852848.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -853094.187500 Penalty: 4451.473633
	Iteration 7Q: 3 clusters Score -853094.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -853252.062500 Penalty: 4451.473633
	Iteration 8Q: 3 clusters Score -853252.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -853379.312500 Penalty: 4451.473633
	Iteration 9Q: 3 clusters Score -853379.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -853478.125000 Penalty: 4451.473633
	Iteration 10Q: 3 clusters Score -853478.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -853559.250000 Penalty: 4451.473633
	Iteration 11Q: 3 clusters Score -853559.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -853643.875000 Penalty: 4451.473633
	Iteration 12Q: 3 clusters Score -853643.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -853710.125000 Penalty: 4451.473633
	Iteration 13Q: 3 clusters Score -853710.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -853765.562500 Penalty: 4451.473633
	Iteration 14Q: 3 clusters Score -853765.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -853805.937500 Penalty: 4451.473633
	Iteration 15Q: 3 clusters Score -853805.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -853832.312500 Penalty: 4451.473633
	Iteration 16Q: 3 clusters Score -853832.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -853847.812500 Penalty: 4451.473633
	Iteration 17Q: 3 clusters Score -853847.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -853864.687500 Penalty: 4451.473633
	Iteration 18Q: 3 clusters Score -853864.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -853878.312500 Penalty: 4451.473633
	Iteration 19Q: 3 clusters Score -853878.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -853890.250000 Penalty: 4451.473633
	Iteration 20F: 3 clusters Score -853890.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -853899.437500 Penalty: 4451.473633
	Iteration 21Q: 3 clusters Score -853899.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -853909.125000 Penalty: 4451.473633
	Iteration 22Q: 3 clusters Score -853909.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -853917.000000 Penalty: 4451.473633
	Iteration 23Q: 3 clusters Score -853917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -853921.125000 Penalty: 4451.473633
	Iteration 24Q: 3 clusters Score -853921.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -853924.687500 Penalty: 4451.473633
	Iteration 25Q: 3 clusters Score -853924.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -853927.437500 Penalty: 4451.473633
	Iteration 26Q: 3 clusters Score -853927.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -853930.250000 Penalty: 4451.473633
	Iteration 27Q: 3 clusters Score -853930.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -853932.812500 Penalty: 4451.473633
	Iteration 28Q: 3 clusters Score -853932.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -853933.562500 Penalty: 4451.473633
	Iteration 29Q: 3 clusters Score -853933.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -853933.500000 Penalty: 4451.473633
	Iteration 30Q: 3 clusters Score -853933.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -853935.812500 Penalty: 4451.473633
	Iteration 31Q: 3 clusters Score -853935.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -853937.250000 Penalty: 4451.473633
	Iteration 32Q: 3 clusters Score -853937.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -853936.812500 Penalty: 4451.473633
	Iteration 33Q: 3 clusters Score -853936.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -853938.562500 Penalty: 4451.473633
	Iteration 34Q: 3 clusters Score -853938.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -853938.312500 Penalty: 4451.473633
	Iteration 35Q: 3 clusters Score -853938.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -853940.812500 Penalty: 4451.473633
	Iteration 36Q: 3 clusters Score -853940.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -853941.687500 Penalty: 4451.473633
	Iteration 37Q: 3 clusters Score -853941.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -853942.062500 Penalty: 4451.473633
	Iteration 38Q: 3 clusters Score -853942.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -853942.937500 Penalty: 4451.473633
	Iteration 39Q: 3 clusters Score -853942.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -853942.562500 Penalty: 4451.473633
	Iteration 40F: 3 clusters Score -853942.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -853942.625000 Penalty: 4451.473633
	Iteration 41Q: 3 clusters Score -853942.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -853943.875000 Penalty: 4451.473633
	Iteration 42Q: 3 clusters Score -853943.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -853942.125000 Penalty: 4451.473633
	Iteration 43Q: 3 clusters Score -853942.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -853941.500000 Penalty: 4451.473633
	Iteration 44Q: 3 clusters Score -853941.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -853942.187500 Penalty: 4451.473633
	Iteration 45Q: 3 clusters Score -853942.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -853944.500000 Penalty: 4451.473633
	Iteration 46Q: 3 clusters Score -853944.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -853945.687500 Penalty: 4451.473633
	Iteration 47Q: 3 clusters Score -853945.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -853946.625000 Penalty: 4451.473633
	Iteration 48Q: 3 clusters Score -853946.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -853947.250000 Penalty: 4451.473633
	Iteration 49Q: 3 clusters Score -853947.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -853950.375000 Penalty: 4451.473633
	Iteration 50Q: 3 clusters Score -853950.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -853953.875000 Penalty: 4451.473633
	Iteration 51Q: 3 clusters Score -853953.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -853963.312500 Penalty: 4451.473633
	Iteration 52Q: 3 clusters Score -853963.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -853967.937500 Penalty: 4451.473633
	Iteration 53Q: 3 clusters Score -853967.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -853975.875000 Penalty: 4451.473633
	Iteration 54Q: 3 clusters Score -853975.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -853979.625000 Penalty: 4451.473633
	Iteration 55Q: 3 clusters Score -853979.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -853988.750000 Penalty: 4451.473633
	Iteration 56Q: 3 clusters Score -853988.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -853996.812500 Penalty: 4451.473633
	Iteration 57Q: 3 clusters Score -853996.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -854004.125000 Penalty: 4451.473633
	Iteration 58Q: 3 clusters Score -854004.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -854008.562500 Penalty: 4451.473633
	Iteration 59Q: 3 clusters Score -854008.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -854014.062500 Penalty: 4451.473633
	Iteration 60F: 3 clusters Score -854014.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -854025.062500 Penalty: 4451.473633
	Iteration 61Q: 3 clusters Score -854025.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -854029.437500 Penalty: 4451.473633
	Iteration 62Q: 3 clusters Score -854029.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -854035.375000 Penalty: 4451.473633
	Iteration 63Q: 3 clusters Score -854035.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -854039.250000 Penalty: 4451.473633
	Iteration 64Q: 3 clusters Score -854039.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -854044.312500 Penalty: 4451.473633
	Iteration 65Q: 3 clusters Score -854044.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -854047.125000 Penalty: 4451.473633
	Iteration 66Q: 3 clusters Score -854047.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -854052.062500 Penalty: 4451.473633
	Iteration 67Q: 3 clusters Score -854052.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -854055.062500 Penalty: 4451.473633
	Iteration 68Q: 3 clusters Score -854055.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -854058.250000 Penalty: 4451.473633
	Iteration 69Q: 3 clusters Score -854058.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -854060.062500 Penalty: 4451.473633
	Iteration 70Q: 3 clusters Score -854060.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -854064.187500 Penalty: 4451.473633
	Iteration 71Q: 3 clusters Score -854064.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -854068.687500 Penalty: 4451.473633
	Iteration 72Q: 3 clusters Score -854068.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -854071.062500 Penalty: 4451.473633
	Iteration 73Q: 3 clusters Score -854071.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -854075.375000 Penalty: 4451.473633
	Iteration 74Q: 3 clusters Score -854075.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -854077.375000 Penalty: 4451.473633
	Iteration 75Q: 3 clusters Score -854077.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -854079.812500 Penalty: 4451.473633
	Iteration 76Q: 3 clusters Score -854079.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -854081.687500 Penalty: 4451.473633
	Iteration 77Q: 3 clusters Score -854081.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -854081.375000 Penalty: 4451.473633
	Iteration 78Q: 3 clusters Score -854081.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -854082.562500 Penalty: 4451.473633
	Iteration 79Q: 3 clusters Score -854082.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -854084.812500 Penalty: 4451.473633
	Iteration 80F: 3 clusters Score -854084.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -854088.000000 Penalty: 4451.473633
	Iteration 81Q: 3 clusters Score -854088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -854086.750000 Penalty: 4451.473633
	Iteration 82Q: 3 clusters Score -854086.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -854088.875000 Penalty: 4451.473633
	Iteration 83Q: 3 clusters Score -854088.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -854091.875000 Penalty: 4451.473633
	Iteration 84Q: 3 clusters Score -854091.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -854093.187500 Penalty: 4451.473633
	Iteration 85Q: 3 clusters Score -854093.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -854095.562500 Penalty: 4451.473633
	Iteration 86Q: 3 clusters Score -854095.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -854098.125000 Penalty: 4451.473633
	Iteration 87Q: 3 clusters Score -854098.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -854097.687500 Penalty: 4451.473633
	Iteration 88Q: 3 clusters Score -854097.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -854099.125000 Penalty: 4451.473633
	Iteration 89Q: 3 clusters Score -854099.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -854102.375000 Penalty: 4451.473633
	Iteration 90Q: 3 clusters Score -854102.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -854104.125000 Penalty: 4451.473633
	Iteration 91Q: 3 clusters Score -854104.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -854104.125000 Penalty: 4451.473633
	Iteration 92F: 3 clusters Score -854104.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -41167.320312 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -41167.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39749.976562 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -39749.98 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40048.953125 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -40048.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -40189.000000 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -40189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -40287.425781 Penalty: 3060.126709
	Iteration 3F: 3 clusters Score -40287.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -40351.800781 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -40351.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -40382.910156 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -40382.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40411.019531 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -40411.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -40439.980469 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -40439.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -40485.027344 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -40485.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -40532.367188 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -40532.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -40568.531250 Penalty: 3060.126709
	Iteration 10Q: 3 clusters Score -40568.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -40577.675781 Penalty: 3060.126709
	Iteration 11Q: 3 clusters Score -40577.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -40579.429688 Penalty: 3060.126709
	Iteration 12Q: 3 clusters Score -40579.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -40579.429688 Penalty: 3060.126709
	Iteration 13F: 3 clusters Score -40579.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (90325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90325 members 
Entering Unmasked Estep 
Score: -9846989.000000 Penalty: 2829.970215
	Iteration 0F: 2 clusters Score -9846989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -9786398.000000 Penalty: 5659.940430
	Iteration 0F: 3 clusters Score -9786398 nChanged 42607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 47475 members 
Entering Unmasked Estep 
Score: -9810757.000000 Penalty: 5659.940430
	Iteration 1F: 3 clusters Score -9810757 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 48852 members 
Entering Unmasked Estep 
Score: -9811645.000000 Penalty: 5659.940430
	Iteration 2Q: 3 clusters Score -9811645 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 50904 members 
Entering Unmasked Estep 
Score: -9812662.000000 Penalty: 5659.940430
	Iteration 3Q: 3 clusters Score -9812662 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 53923 members 
Entering Unmasked Estep 
Score: -9814367.000000 Penalty: 5659.940430
	Iteration 4Q: 3 clusters Score -9814367 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 58284 members 
Entering Unmasked Estep 
Score: -9817214.000000 Penalty: 5659.940430
	Iteration 5F: 3 clusters Score -9817214 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 63996 members 
Entering Unmasked Estep 
Score: -9821547.000000 Penalty: 5659.940430
	Iteration 6F: 3 clusters Score -9821547 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 70617 members 
Entering Unmasked Estep 
Score: -9827212.000000 Penalty: 5659.940430
	Iteration 7F: 3 clusters Score -9827212 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 77238 members 
Entering Unmasked Estep 
Score: -9833312.000000 Penalty: 5659.940430
	Iteration 8F: 3 clusters Score -9833312 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 82395 members 
Entering Unmasked Estep 
Score: -9838087.000000 Penalty: 5659.940430
	Iteration 9F: 3 clusters Score -9838087 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 85739 members 
Entering Unmasked Estep 
Score: -9841123.000000 Penalty: 5659.940430
	Iteration 10Q: 3 clusters Score -9841123 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 87655 members 
Entering Unmasked Estep 
Score: -9842788.000000 Penalty: 5659.940430
	Iteration 11Q: 3 clusters Score -9842788 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 88590 members 
Entering Unmasked Estep 
Score: -9843585.000000 Penalty: 5659.940430
	Iteration 12Q: 3 clusters Score -9843585 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 89101 members 
Entering Unmasked Estep 
Score: -9843937.000000 Penalty: 5659.940430
	Iteration 13Q: 3 clusters Score -9843937 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 89390 members 
Entering Unmasked Estep 
Score: -9844169.000000 Penalty: 5659.940430
	Iteration 14Q: 3 clusters Score -9844169 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 89548 members 
Entering Unmasked Estep 
Score: -9844315.000000 Penalty: 5659.940430
	Iteration 15Q: 3 clusters Score -9844315 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 89633 members 
Entering Unmasked Estep 
Score: -9844405.000000 Penalty: 5659.940430
	Iteration 16Q: 3 clusters Score -9844405 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 89698 members 
Entering Unmasked Estep 
Score: -9844445.000000 Penalty: 5659.940430
	Iteration 17Q: 3 clusters Score -9844445 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 89739 members 
Entering Unmasked Estep 
Score: -9844483.000000 Penalty: 5659.940430
	Iteration 18Q: 3 clusters Score -9844483 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 89776 members 
Entering Unmasked Estep 
Score: -9844519.000000 Penalty: 5659.940430
	Iteration 19Q: 3 clusters Score -9844519 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 89801 members 
Entering Unmasked Estep 
Score: -9844534.000000 Penalty: 5659.940430
	Iteration 20F: 3 clusters Score -9844534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 89813 members 
Entering Unmasked Estep 
Score: -9844565.000000 Penalty: 5659.940430
	Iteration 21Q: 3 clusters Score -9844565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 89825 members 
Entering Unmasked Estep 
Score: -9844576.000000 Penalty: 5659.940430
	Iteration 22Q: 3 clusters Score -9844576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 89834 members 
Entering Unmasked Estep 
Score: -9844603.000000 Penalty: 5659.940430
	Iteration 23Q: 3 clusters Score -9844603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 89843 members 
Entering Unmasked Estep 
Score: -9844605.000000 Penalty: 5659.940430
	Iteration 24Q: 3 clusters Score -9844605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 89858 members 
Entering Unmasked Estep 
Score: -9844628.000000 Penalty: 5659.940430
	Iteration 25Q: 3 clusters Score -9844628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 89866 members 
Entering Unmasked Estep 
Score: -9844624.000000 Penalty: 5659.940430
	Iteration 26Q: 3 clusters Score -9844624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 89874 members 
Entering Unmasked Estep 
Score: -9844625.000000 Penalty: 5659.940430
	Iteration 27Q: 3 clusters Score -9844625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 89881 members 
Entering Unmasked Estep 
Score: -9844634.000000 Penalty: 5659.940430
	Iteration 28Q: 3 clusters Score -9844634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 89889 members 
Entering Unmasked Estep 
Score: -9844637.000000 Penalty: 5659.940430
	Iteration 29Q: 3 clusters Score -9844637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 89895 members 
Entering Unmasked Estep 
Score: -9844646.000000 Penalty: 5659.940430
	Iteration 30Q: 3 clusters Score -9844646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 89896 members 
Entering Unmasked Estep 
Score: -9844651.000000 Penalty: 5659.940430
	Iteration 31Q: 3 clusters Score -9844651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 89899 members 
Entering Unmasked Estep 
Score: -9844648.000000 Penalty: 5659.940430
	Iteration 32Q: 3 clusters Score -9844648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 89905 members 
Entering Unmasked Estep 
Score: -9844658.000000 Penalty: 5659.940430
	Iteration 33Q: 3 clusters Score -9844658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 89910 members 
Entering Unmasked Estep 
Score: -9844658.000000 Penalty: 5659.940430
	Iteration 34Q: 3 clusters Score -9844658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 89916 members 
Entering Unmasked Estep 
Score: -9844660.000000 Penalty: 5659.940430
	Iteration 35Q: 3 clusters Score -9844660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 89917 members 
Entering Unmasked Estep 
Score: -9844659.000000 Penalty: 5659.940430
	Iteration 36Q: 3 clusters Score -9844659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 89919 members 
Entering Unmasked Estep 
Score: -9844672.000000 Penalty: 5659.940430
	Iteration 37Q: 3 clusters Score -9844672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 89921 members 
Entering Unmasked Estep 
Score: -9844670.000000 Penalty: 5659.940430
	Iteration 38Q: 3 clusters Score -9844670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 89923 members 
Entering Unmasked Estep 
Score: -9844665.000000 Penalty: 5659.940430
	Iteration 39Q: 3 clusters Score -9844665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 89923 members 
Entering Unmasked Estep 
Score: -9844669.000000 Penalty: 5659.940430
	Iteration 40F: 3 clusters Score -9844669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (13632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Entering Unmasked Estep 
Score: -1504309.500000 Penalty: 2361.003418
	Iteration 0F: 2 clusters Score -1504310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1494350.375000 Penalty: 4722.006836
	Iteration 0F: 3 clusters Score -1494350 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1497439.125000 Penalty: 4722.006836
	Iteration 1F: 3 clusters Score -1497439 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1497780.500000 Penalty: 4722.006836
	Iteration 2F: 3 clusters Score -1497780 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1498035.625000 Penalty: 4722.006836
	Iteration 3Q: 3 clusters Score -1498036 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1498215.125000 Penalty: 4722.006836
	Iteration 4Q: 3 clusters Score -1498215 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1498358.875000 Penalty: 4722.006836
	Iteration 5Q: 3 clusters Score -1498359 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1498469.375000 Penalty: 4722.006836
	Iteration 6Q: 3 clusters Score -1498469 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1498579.125000 Penalty: 4722.006836
	Iteration 7Q: 3 clusters Score -1498579 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1498690.250000 Penalty: 4722.006836
	Iteration 8Q: 3 clusters Score -1498690 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1498834.875000 Penalty: 4722.006836
	Iteration 9Q: 3 clusters Score -1498835 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1499002.875000 Penalty: 4722.006836
	Iteration 10Q: 3 clusters Score -1499003 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1499215.000000 Penalty: 4722.006836
	Iteration 11Q: 3 clusters Score -1499215 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1499498.250000 Penalty: 4722.006836
	Iteration 12Q: 3 clusters Score -1499498 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1499827.500000 Penalty: 4722.006836
	Iteration 13Q: 3 clusters Score -1499828 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1500203.000000 Penalty: 4722.006836
	Iteration 14Q: 3 clusters Score -1500203 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1500593.375000 Penalty: 4722.006836
	Iteration 15Q: 3 clusters Score -1500593 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1500992.500000 Penalty: 4722.006836
	Iteration 16Q: 3 clusters Score -1500992 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1501330.000000 Penalty: 4722.006836
	Iteration 17Q: 3 clusters Score -1501330 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1501583.000000 Penalty: 4722.006836
	Iteration 18Q: 3 clusters Score -1501583 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1501776.500000 Penalty: 4722.006836
	Iteration 19Q: 3 clusters Score -1501776 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1501892.500000 Penalty: 4722.006836
	Iteration 20F: 3 clusters Score -1501892 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1501972.875000 Penalty: 4722.006836
	Iteration 21Q: 3 clusters Score -1501973 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1502034.750000 Penalty: 4722.006836
	Iteration 22Q: 3 clusters Score -1502035 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1502081.875000 Penalty: 4722.006836
	Iteration 23Q: 3 clusters Score -1502082 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1502118.125000 Penalty: 4722.006836
	Iteration 24Q: 3 clusters Score -1502118 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1502149.750000 Penalty: 4722.006836
	Iteration 25Q: 3 clusters Score -1502150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1502175.875000 Penalty: 4722.006836
	Iteration 26Q: 3 clusters Score -1502176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1502196.125000 Penalty: 4722.006836
	Iteration 27Q: 3 clusters Score -1502196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1502209.125000 Penalty: 4722.006836
	Iteration 28Q: 3 clusters Score -1502209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1502225.250000 Penalty: 4722.006836
	Iteration 29Q: 3 clusters Score -1502225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1502241.375000 Penalty: 4722.006836
	Iteration 30Q: 3 clusters Score -1502241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1502254.000000 Penalty: 4722.006836
	Iteration 31Q: 3 clusters Score -1502254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1502255.750000 Penalty: 4722.006836
	Iteration 32Q: 3 clusters Score -1502256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1502255.000000 Penalty: 4722.006836
	Iteration 33Q: 3 clusters Score -1502255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1502255.000000 Penalty: 4722.006836
	Iteration 34F: 3 clusters Score -1502255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -163343.906250 Penalty: 1830.921143
	Iteration 0F: 2 clusters Score -163343.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -160949.437500 Penalty: 3661.842285
	Iteration 0F: 3 clusters Score -160949.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -161362.750000 Penalty: 3661.842285
	Iteration 1F: 3 clusters Score -161362.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -161498.359375 Penalty: 3661.842285
	Iteration 2F: 3 clusters Score -161498.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -161578.765625 Penalty: 3661.842285
	Iteration 3Q: 3 clusters Score -161578.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -161632.296875 Penalty: 3661.842285
	Iteration 4Q: 3 clusters Score -161632.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -161691.484375 Penalty: 3661.842285
	Iteration 5Q: 3 clusters Score -161691.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -161739.000000 Penalty: 3661.842285
	Iteration 6Q: 3 clusters Score -161739 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -161781.093750 Penalty: 3661.842285
	Iteration 7Q: 3 clusters Score -161781.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -161823.734375 Penalty: 3661.842285
	Iteration 8Q: 3 clusters Score -161823.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -161855.453125 Penalty: 3661.842285
	Iteration 9Q: 3 clusters Score -161855.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -161877.390625 Penalty: 3661.842285
	Iteration 10Q: 3 clusters Score -161877.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -161893.734375 Penalty: 3661.842285
	Iteration 11Q: 3 clusters Score -161893.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -161907.250000 Penalty: 3661.842285
	Iteration 12Q: 3 clusters Score -161907.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -161916.359375 Penalty: 3661.842285
	Iteration 13Q: 3 clusters Score -161916.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -161920.921875 Penalty: 3661.842285
	Iteration 14Q: 3 clusters Score -161920.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -161923.015625 Penalty: 3661.842285
	Iteration 15Q: 3 clusters Score -161923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -161923.703125 Penalty: 3661.842285
	Iteration 16Q: 3 clusters Score -161923.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -161924.093750 Penalty: 3661.842285
	Iteration 17Q: 3 clusters Score -161924.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -161924.484375 Penalty: 3661.842285
	Iteration 18Q: 3 clusters Score -161924.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -161924.625000 Penalty: 3661.842285
	Iteration 19Q: 3 clusters Score -161924.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -161925.468750 Penalty: 3661.842285
	Iteration 20F: 3 clusters Score -161925.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -161926.125000 Penalty: 3661.842285
	Iteration 21Q: 3 clusters Score -161926.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -161927.546875 Penalty: 3661.842285
	Iteration 22Q: 3 clusters Score -161927.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -161927.546875 Penalty: 3661.842285
	Iteration 23F: 3 clusters Score -161927.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Entering Unmasked Estep 
Score: -648941.000000 Penalty: 2180.702881
	Iteration 0F: 2 clusters Score -648941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -643551.312500 Penalty: 4361.405762
	Iteration 0F: 3 clusters Score -643551.3 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -645169.687500 Penalty: 4361.405762
	Iteration 1F: 3 clusters Score -645169.7 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -645807.625000 Penalty: 4361.405762
	Iteration 2F: 3 clusters Score -645807.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -646474.625000 Penalty: 4361.405762
	Iteration 3F: 3 clusters Score -646474.6 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -647057.125000 Penalty: 4361.405762
	Iteration 4F: 3 clusters Score -647057.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -647547.125000 Penalty: 4361.405762
	Iteration 5F: 3 clusters Score -647547.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -647982.000000 Penalty: 4361.405762
	Iteration 6F: 3 clusters Score -647982 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -648337.937500 Penalty: 4361.405762
	Iteration 7F: 3 clusters Score -648337.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -648555.750000 Penalty: 4361.405762
	Iteration 8Q: 3 clusters Score -648555.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -648704.187500 Penalty: 4361.405762
	Iteration 9Q: 3 clusters Score -648704.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -648787.125000 Penalty: 4361.405762
	Iteration 10Q: 3 clusters Score -648787.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -648841.437500 Penalty: 4361.405762
	Iteration 11Q: 3 clusters Score -648841.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -648877.000000 Penalty: 4361.405762
	Iteration 12Q: 3 clusters Score -648877 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -648901.625000 Penalty: 4361.405762
	Iteration 13Q: 3 clusters Score -648901.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -648921.875000 Penalty: 4361.405762
	Iteration 14Q: 3 clusters Score -648921.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -648941.500000 Penalty: 4361.405762
	Iteration 15Q: 3 clusters Score -648941.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -648964.000000 Penalty: 4361.405762
	Iteration 16Q: 3 clusters Score -648964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -648989.937500 Penalty: 4361.405762
	Iteration 17Q: 3 clusters Score -648989.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -649011.375000 Penalty: 4361.405762
	Iteration 18Q: 3 clusters Score -649011.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -649028.812500 Penalty: 4361.405762
	Iteration 19Q: 3 clusters Score -649028.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -649043.500000 Penalty: 4361.405762
	Iteration 20F: 3 clusters Score -649043.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -649055.375000 Penalty: 4361.405762
	Iteration 21Q: 3 clusters Score -649055.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -649060.625000 Penalty: 4361.405762
	Iteration 22Q: 3 clusters Score -649060.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -649067.062500 Penalty: 4361.405762
	Iteration 23Q: 3 clusters Score -649067.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -649072.000000 Penalty: 4361.405762
	Iteration 24Q: 3 clusters Score -649072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -649076.875000 Penalty: 4361.405762
	Iteration 25Q: 3 clusters Score -649076.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -649080.625000 Penalty: 4361.405762
	Iteration 26Q: 3 clusters Score -649080.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -649084.625000 Penalty: 4361.405762
	Iteration 27Q: 3 clusters Score -649084.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -649088.562500 Penalty: 4361.405762
	Iteration 28Q: 3 clusters Score -649088.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -649090.125000 Penalty: 4361.405762
	Iteration 29Q: 3 clusters Score -649090.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -649091.812500 Penalty: 4361.405762
	Iteration 30Q: 3 clusters Score -649091.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -649092.625000 Penalty: 4361.405762
	Iteration 31Q: 3 clusters Score -649092.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -649094.250000 Penalty: 4361.405762
	Iteration 32Q: 3 clusters Score -649094.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -649094.437500 Penalty: 4361.405762
	Iteration 33Q: 3 clusters Score -649094.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -649095.937500 Penalty: 4361.405762
	Iteration 34Q: 3 clusters Score -649095.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -649097.750000 Penalty: 4361.405762
	Iteration 35Q: 3 clusters Score -649097.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -649101.312500 Penalty: 4361.405762
	Iteration 36Q: 3 clusters Score -649101.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -649103.562500 Penalty: 4361.405762
	Iteration 37Q: 3 clusters Score -649103.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -649108.187500 Penalty: 4361.405762
	Iteration 38Q: 3 clusters Score -649108.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -649109.125000 Penalty: 4361.405762
	Iteration 39Q: 3 clusters Score -649109.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -649109.312500 Penalty: 4361.405762
	Iteration 40F: 3 clusters Score -649109.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 9382 members 
Mstep: Class 4 contains 27449 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17365 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 34017 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 29173 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 29228 members 
Mstep: Class 23 contains 38213 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 4215 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 120 members 
Mstep: Class 28 contains 22448 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 8284 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 18464 members 
Mstep: Class 35 contains 20536 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 17623 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 16465 members 
Mstep: Class 40 contains 8706 members 
Mstep: Class 41 contains 7901 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 90325 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 2046 members 
Mstep: Class 47 contains 5404 members 
Mstep: Class 48 contains 672 members 
Mstep: Class 49 contains 34027 members 
Mstep: Class 50 contains 4148 members 
Mstep: Class 51 contains 1938 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4742 members 
Mstep: Class 54 contains 13364 members 
Mstep: Class 55 contains 4473 members 
Mstep: Class 56 contains 8434 members 
Mstep: Class 57 contains 4543 members 
Entering Unmasked Estep 
Score: -64768508.000000 Penalty: 189167.531250
Splitting cluster 46 changes total score from -64769524.000000 to -64768508.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (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: -590398.312500 Penalty: 2131.533691
	Iteration 0F: 2 clusters Score -590398.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -585562.062500 Penalty: 4263.067383
	Iteration 0F: 3 clusters Score -585562.1 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -586651.500000 Penalty: 4263.067383
	Iteration 1F: 3 clusters Score -586651.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -586888.875000 Penalty: 4263.067383
	Iteration 2F: 3 clusters Score -586888.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -587047.125000 Penalty: 4263.067383
	Iteration 3F: 3 clusters Score -587047.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -587155.812500 Penalty: 4263.067383
	Iteration 4Q: 3 clusters Score -587155.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -587233.500000 Penalty: 4263.067383
	Iteration 5Q: 3 clusters Score -587233.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -587294.875000 Penalty: 4263.067383
	Iteration 6Q: 3 clusters Score -587294.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -587349.875000 Penalty: 4263.067383
	Iteration 7Q: 3 clusters Score -587349.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -587399.812500 Penalty: 4263.067383
	Iteration 8Q: 3 clusters Score -587399.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -587445.500000 Penalty: 4263.067383
	Iteration 9Q: 3 clusters Score -587445.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -587485.125000 Penalty: 4263.067383
	Iteration 10Q: 3 clusters Score -587485.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -587535.062500 Penalty: 4263.067383
	Iteration 11Q: 3 clusters Score -587535.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -587585.500000 Penalty: 4263.067383
	Iteration 12Q: 3 clusters Score -587585.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -587643.437500 Penalty: 4263.067383
	Iteration 13Q: 3 clusters Score -587643.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -587698.750000 Penalty: 4263.067383
	Iteration 14Q: 3 clusters Score -587698.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -587759.625000 Penalty: 4263.067383
	Iteration 15Q: 3 clusters Score -587759.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -587838.750000 Penalty: 4263.067383
	Iteration 16Q: 3 clusters Score -587838.8 nChanged 134
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: -587931.250000 Penalty: 4263.067383
	Iteration 17Q: 3 clusters Score -587931.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -588020.750000 Penalty: 4263.067383
	Iteration 18Q: 3 clusters Score -588020.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -588099.937500 Penalty: 4263.067383
	Iteration 19Q: 3 clusters Score -588099.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -588165.687500 Penalty: 4263.067383
	Iteration 20F: 3 clusters Score -588165.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -588215.812500 Penalty: 4263.067383
	Iteration 21Q: 3 clusters Score -588215.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -588248.562500 Penalty: 4263.067383
	Iteration 22Q: 3 clusters Score -588248.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -588289.687500 Penalty: 4263.067383
	Iteration 23Q: 3 clusters Score -588289.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -588324.500000 Penalty: 4263.067383
	Iteration 24Q: 3 clusters Score -588324.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -588353.937500 Penalty: 4263.067383
	Iteration 25Q: 3 clusters Score -588353.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -588380.125000 Penalty: 4263.067383
	Iteration 26Q: 3 clusters Score -588380.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -588400.875000 Penalty: 4263.067383
	Iteration 27Q: 3 clusters Score -588400.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -588412.625000 Penalty: 4263.067383
	Iteration 28Q: 3 clusters Score -588412.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -588424.562500 Penalty: 4263.067383
	Iteration 29Q: 3 clusters Score -588424.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -588436.812500 Penalty: 4263.067383
	Iteration 30Q: 3 clusters Score -588436.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -588444.250000 Penalty: 4263.067383
	Iteration 31Q: 3 clusters Score -588444.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -588453.812500 Penalty: 4263.067383
	Iteration 32Q: 3 clusters Score -588453.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -588459.312500 Penalty: 4263.067383
	Iteration 33Q: 3 clusters Score -588459.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -588465.125000 Penalty: 4263.067383
	Iteration 34Q: 3 clusters Score -588465.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -588475.000000 Penalty: 4263.067383
	Iteration 35Q: 3 clusters Score -588475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -588479.875000 Penalty: 4263.067383
	Iteration 36Q: 3 clusters Score -588479.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -588482.500000 Penalty: 4263.067383
	Iteration 37Q: 3 clusters Score -588482.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -588484.937500 Penalty: 4263.067383
	Iteration 38Q: 3 clusters Score -588484.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -588486.625000 Penalty: 4263.067383
	Iteration 39Q: 3 clusters Score -588486.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -588488.375000 Penalty: 4263.067383
	Iteration 40F: 3 clusters Score -588488.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -588490.000000 Penalty: 4263.067383
	Iteration 41Q: 3 clusters Score -588490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -588493.625000 Penalty: 4263.067383
	Iteration 42Q: 3 clusters Score -588493.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -588502.250000 Penalty: 4263.067383
	Iteration 43Q: 3 clusters Score -588502.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -588508.625000 Penalty: 4263.067383
	Iteration 44Q: 3 clusters Score -588508.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -588514.375000 Penalty: 4263.067383
	Iteration 45Q: 3 clusters Score -588514.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -588521.125000 Penalty: 4263.067383
	Iteration 46Q: 3 clusters Score -588521.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -588522.937500 Penalty: 4263.067383
	Iteration 47Q: 3 clusters Score -588522.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -588525.500000 Penalty: 4263.067383
	Iteration 48Q: 3 clusters Score -588525.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -588526.625000 Penalty: 4263.067383
	Iteration 49Q: 3 clusters Score -588526.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -588526.625000 Penalty: 4263.067383
	Iteration 50F: 3 clusters Score -588526.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Entering Unmasked Estep 
Score: -60127.808594 Penalty: 1614.544067
	Iteration 0F: 2 clusters Score -60127.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -58425.812500 Penalty: 3229.088135
	Iteration 0F: 3 clusters Score -58425.81 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -58694.132812 Penalty: 3229.088135
	Iteration 1F: 3 clusters Score -58694.13 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -58841.484375 Penalty: 3229.088135
	Iteration 2F: 3 clusters Score -58841.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -58948.890625 Penalty: 3229.088135
	Iteration 3Q: 3 clusters Score -58948.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -59028.933594 Penalty: 3229.088135
	Iteration 4Q: 3 clusters Score -59028.93 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -59170.929688 Penalty: 3229.088135
	Iteration 5Q: 3 clusters Score -59170.93 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -59298.652344 Penalty: 3229.088135
	Iteration 6Q: 3 clusters Score -59298.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -59407.820312 Penalty: 3229.088135
	Iteration 7Q: 3 clusters Score -59407.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -59598.449219 Penalty: 3229.088135
	Iteration 8Q: 3 clusters Score -59598.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -59704.753906 Penalty: 3229.088135
	Iteration 9Q: 3 clusters Score -59704.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -59789.460938 Penalty: 3229.088135
	Iteration 10Q: 3 clusters Score -59789.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -59882.320312 Penalty: 3229.088135
	Iteration 11Q: 3 clusters Score -59882.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59931.605469 Penalty: 3229.088135
	Iteration 12Q: 3 clusters Score -59931.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -59949.570312 Penalty: 3229.088135
	Iteration 13Q: 3 clusters Score -59949.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -59966.589844 Penalty: 3229.088135
	Iteration 14Q: 3 clusters Score -59966.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -59975.648438 Penalty: 3229.088135
	Iteration 15Q: 3 clusters Score -59975.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -59979.773438 Penalty: 3229.088135
	Iteration 16Q: 3 clusters Score -59979.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -59980.812500 Penalty: 3229.088135
	Iteration 17F: 3 clusters Score -59980.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -59985.906250 Penalty: 3229.088135
	Iteration 18Q: 3 clusters Score -59985.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -59990.839844 Penalty: 3229.088135
	Iteration 19Q: 3 clusters Score -59990.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -59996.292969 Penalty: 3229.088135
	Iteration 20F: 3 clusters Score -59996.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -60002.210938 Penalty: 3229.088135
	Iteration 21Q: 3 clusters Score -60002.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -60005.335938 Penalty: 3229.088135
	Iteration 22Q: 3 clusters Score -60005.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -60005.335938 Penalty: 3229.088135
	Iteration 23F: 3 clusters Score -60005.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (34027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Entering Unmasked Estep 
Score: -3416235.250000 Penalty: 2587.857666
	Iteration 0F: 2 clusters Score -3416235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -3393005.000000 Penalty: 5175.715332
	Iteration 0F: 3 clusters Score -3393005 nChanged 15490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -3401563.250000 Penalty: 5175.715332
	Iteration 1F: 3 clusters Score -3401563 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -3402464.750000 Penalty: 5175.715332
	Iteration 2F: 3 clusters Score -3402465 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -3403389.500000 Penalty: 5175.715332
	Iteration 3F: 3 clusters Score -3403390 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -3404381.250000 Penalty: 5175.715332
	Iteration 4F: 3 clusters Score -3404381 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -3405453.500000 Penalty: 5175.715332
	Iteration 5F: 3 clusters Score -3405454 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -3406635.500000 Penalty: 5175.715332
	Iteration 6F: 3 clusters Score -3406636 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -3407893.000000 Penalty: 5175.715332
	Iteration 7F: 3 clusters Score -3407893 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -3409270.000000 Penalty: 5175.715332
	Iteration 8F: 3 clusters Score -3409270 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -3410538.500000 Penalty: 5175.715332
	Iteration 9F: 3 clusters Score -3410538 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -3411690.250000 Penalty: 5175.715332
	Iteration 10Q: 3 clusters Score -3411690 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -3412642.250000 Penalty: 5175.715332
	Iteration 11Q: 3 clusters Score -3412642 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -3413375.250000 Penalty: 5175.715332
	Iteration 12Q: 3 clusters Score -3413375 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3413848.500000 Penalty: 5175.715332
	Iteration 13Q: 3 clusters Score -3413848 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3414067.250000 Penalty: 5175.715332
	Iteration 14Q: 3 clusters Score -3414067 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3414192.750000 Penalty: 5175.715332
	Iteration 15Q: 3 clusters Score -3414193 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3414287.000000 Penalty: 5175.715332
	Iteration 16Q: 3 clusters Score -3414287 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3414329.750000 Penalty: 5175.715332
	Iteration 17Q: 3 clusters Score -3414330 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3414369.250000 Penalty: 5175.715332
	Iteration 18Q: 3 clusters Score -3414369 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3414394.750000 Penalty: 5175.715332
	Iteration 19Q: 3 clusters Score -3414395 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3414415.000000 Penalty: 5175.715332
	Iteration 20F: 3 clusters Score -3414415 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3414443.000000 Penalty: 5175.715332
	Iteration 21Q: 3 clusters Score -3414443 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3414461.500000 Penalty: 5175.715332
	Iteration 22Q: 3 clusters Score -3414462 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3414472.000000 Penalty: 5175.715332
	Iteration 23Q: 3 clusters Score -3414472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3414473.250000 Penalty: 5175.715332
	Iteration 24Q: 3 clusters Score -3414473 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3414479.500000 Penalty: 5175.715332
	Iteration 25Q: 3 clusters Score -3414480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3414480.750000 Penalty: 5175.715332
	Iteration 26Q: 3 clusters Score -3414481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3414486.750000 Penalty: 5175.715332
	Iteration 27Q: 3 clusters Score -3414487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3414493.250000 Penalty: 5175.715332
	Iteration 28Q: 3 clusters Score -3414493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3414505.250000 Penalty: 5175.715332
	Iteration 29Q: 3 clusters Score -3414505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3414508.250000 Penalty: 5175.715332
	Iteration 30Q: 3 clusters Score -3414508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3414514.000000 Penalty: 5175.715332
	Iteration 31Q: 3 clusters Score -3414514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3414511.750000 Penalty: 5175.715332
	Iteration 32Q: 3 clusters Score -3414512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3414514.500000 Penalty: 5175.715332
	Iteration 33Q: 3 clusters Score -3414514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3414526.250000 Penalty: 5175.715332
	Iteration 34Q: 3 clusters Score -3414526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3414524.750000 Penalty: 5175.715332
	Iteration 35Q: 3 clusters Score -3414525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3414525.250000 Penalty: 5175.715332
	Iteration 36Q: 3 clusters Score -3414525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3414526.250000 Penalty: 5175.715332
	Iteration 37Q: 3 clusters Score -3414526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3414533.250000 Penalty: 5175.715332
	Iteration 38Q: 3 clusters Score -3414533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3414530.750000 Penalty: 5175.715332
	Iteration 39Q: 3 clusters Score -3414531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3414536.500000 Penalty: 5175.715332
	Iteration 40F: 3 clusters Score -3414536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3414535.750000 Penalty: 5175.715332
	Iteration 41Q: 3 clusters Score -3414536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3414535.000000 Penalty: 5175.715332
	Iteration 42Q: 3 clusters Score -3414535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3414538.250000 Penalty: 5175.715332
	Iteration 43Q: 3 clusters Score -3414538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3414539.500000 Penalty: 5175.715332
	Iteration 44Q: 3 clusters Score -3414540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3414538.000000 Penalty: 5175.715332
	Iteration 45Q: 3 clusters Score -3414538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3414539.500000 Penalty: 5175.715332
	Iteration 46Q: 3 clusters Score -3414540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3414539.750000 Penalty: 5175.715332
	Iteration 47Q: 3 clusters Score -3414540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3414539.750000 Penalty: 5175.715332
	Iteration 48F: 3 clusters Score -3414540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (4148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Entering Unmasked Estep 
Score: -448914.187500 Penalty: 2065.934570
	Iteration 0F: 2 clusters Score -448914.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -444905.843750 Penalty: 4131.869141
	Iteration 0F: 3 clusters Score -444905.8 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -445796.250000 Penalty: 4131.869141
	Iteration 1F: 3 clusters Score -445796.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -445954.906250 Penalty: 4131.869141
	Iteration 2F: 3 clusters Score -445954.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -446038.906250 Penalty: 4131.869141
	Iteration 3Q: 3 clusters Score -446038.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -446091.843750 Penalty: 4131.869141
	Iteration 4Q: 3 clusters Score -446091.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -446132.531250 Penalty: 4131.869141
	Iteration 5Q: 3 clusters Score -446132.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -446166.125000 Penalty: 4131.869141
	Iteration 6Q: 3 clusters Score -446166.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -446194.250000 Penalty: 4131.869141
	Iteration 7Q: 3 clusters Score -446194.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -446214.593750 Penalty: 4131.869141
	Iteration 8Q: 3 clusters Score -446214.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -446234.562500 Penalty: 4131.869141
	Iteration 9Q: 3 clusters Score -446234.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -446253.250000 Penalty: 4131.869141
	Iteration 10Q: 3 clusters Score -446253.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -446271.437500 Penalty: 4131.869141
	Iteration 11Q: 3 clusters Score -446271.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -446286.875000 Penalty: 4131.869141
	Iteration 12Q: 3 clusters Score -446286.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -446300.875000 Penalty: 4131.869141
	Iteration 13Q: 3 clusters Score -446300.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -446312.718750 Penalty: 4131.869141
	Iteration 14Q: 3 clusters Score -446312.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -446324.156250 Penalty: 4131.869141
	Iteration 15Q: 3 clusters Score -446324.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -446332.156250 Penalty: 4131.869141
	Iteration 16Q: 3 clusters Score -446332.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -446338.062500 Penalty: 4131.869141
	Iteration 17Q: 3 clusters Score -446338.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -446340.656250 Penalty: 4131.869141
	Iteration 18Q: 3 clusters Score -446340.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -446342.500000 Penalty: 4131.869141
	Iteration 19Q: 3 clusters Score -446342.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -446343.093750 Penalty: 4131.869141
	Iteration 20F: 3 clusters Score -446343.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -446343.656250 Penalty: 4131.869141
	Iteration 21Q: 3 clusters Score -446343.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -446344.187500 Penalty: 4131.869141
	Iteration 22Q: 3 clusters Score -446344.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -446345.906250 Penalty: 4131.869141
	Iteration 23Q: 3 clusters Score -446345.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -446346.000000 Penalty: 4131.869141
	Iteration 24Q: 3 clusters Score -446346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -446347.406250 Penalty: 4131.869141
	Iteration 25Q: 3 clusters Score -446347.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -446347.531250 Penalty: 4131.869141
	Iteration 26Q: 3 clusters Score -446347.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -446347.625000 Penalty: 4131.869141
	Iteration 27Q: 3 clusters Score -446347.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -446347.625000 Penalty: 4131.869141
	Iteration 28F: 3 clusters Score -446347.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Entering Unmasked Estep 
Score: -117180.851562 Penalty: 1877.214111
	Iteration 0F: 2 clusters Score -117180.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -114617.031250 Penalty: 3754.428223
	Iteration 0F: 3 clusters Score -114617 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -115181.171875 Penalty: 3754.428223
	Iteration 1F: 3 clusters Score -115181.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -115349.093750 Penalty: 3754.428223
	Iteration 2F: 3 clusters Score -115349.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -115425.187500 Penalty: 3754.428223
	Iteration 3Q: 3 clusters Score -115425.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -115484.773438 Penalty: 3754.428223
	Iteration 4Q: 3 clusters Score -115484.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -115533.984375 Penalty: 3754.428223
	Iteration 5Q: 3 clusters Score -115534 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -115581.468750 Penalty: 3754.428223
	Iteration 6Q: 3 clusters Score -115581.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -115621.984375 Penalty: 3754.428223
	Iteration 7Q: 3 clusters Score -115622 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -115680.937500 Penalty: 3754.428223
	Iteration 8Q: 3 clusters Score -115680.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -115720.539062 Penalty: 3754.428223
	Iteration 9Q: 3 clusters Score -115720.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -115746.835938 Penalty: 3754.428223
	Iteration 10Q: 3 clusters Score -115746.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -115767.929688 Penalty: 3754.428223
	Iteration 11Q: 3 clusters Score -115767.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -115789.726562 Penalty: 3754.428223
	Iteration 12Q: 3 clusters Score -115789.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -115814.343750 Penalty: 3754.428223
	Iteration 13Q: 3 clusters Score -115814.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -115825.226562 Penalty: 3754.428223
	Iteration 14Q: 3 clusters Score -115825.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -115833.679688 Penalty: 3754.428223
	Iteration 15Q: 3 clusters Score -115833.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -115843.226562 Penalty: 3754.428223
	Iteration 16Q: 3 clusters Score -115843.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -115858.179688 Penalty: 3754.428223
	Iteration 17Q: 3 clusters Score -115858.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -115866.812500 Penalty: 3754.428223
	Iteration 18Q: 3 clusters Score -115866.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -115873.992188 Penalty: 3754.428223
	Iteration 19Q: 3 clusters Score -115874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -115878.257812 Penalty: 3754.428223
	Iteration 20F: 3 clusters Score -115878.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -115886.257812 Penalty: 3754.428223
	Iteration 21Q: 3 clusters Score -115886.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -115891.289062 Penalty: 3754.428223
	Iteration 22Q: 3 clusters Score -115891.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -115894.015625 Penalty: 3754.428223
	Iteration 23Q: 3 clusters Score -115894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -115895.179688 Penalty: 3754.428223
	Iteration 24Q: 3 clusters Score -115895.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -115900.343750 Penalty: 3754.428223
	Iteration 25Q: 3 clusters Score -115900.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -115907.242188 Penalty: 3754.428223
	Iteration 26Q: 3 clusters Score -115907.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -115910.460938 Penalty: 3754.428223
	Iteration 27Q: 3 clusters Score -115910.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -115912.492188 Penalty: 3754.428223
	Iteration 28Q: 3 clusters Score -115912.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -115916.039062 Penalty: 3754.428223
	Iteration 29Q: 3 clusters Score -115916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -115918.328125 Penalty: 3754.428223
	Iteration 30Q: 3 clusters Score -115918.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -115920.062500 Penalty: 3754.428223
	Iteration 31Q: 3 clusters Score -115920.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -115923.664062 Penalty: 3754.428223
	Iteration 32Q: 3 clusters Score -115923.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -115925.046875 Penalty: 3754.428223
	Iteration 33Q: 3 clusters Score -115925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -115926.945312 Penalty: 3754.428223
	Iteration 34Q: 3 clusters Score -115926.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -115928.398438 Penalty: 3754.428223
	Iteration 35Q: 3 clusters Score -115928.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -115928.398438 Penalty: 3754.428223
	Iteration 36F: 3 clusters Score -115928.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -61318.867188 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -61318.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -59701.750000 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -59701.75 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -59941.742188 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -59941.74 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -60012.320312 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -60012.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -60062.996094 Penalty: 3197.076904
	Iteration 3Q: 3 clusters Score -60063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -60091.066406 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -60091.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -60124.308594 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -60124.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -60137.335938 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -60137.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -60140.136719 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -60140.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -60140.914062 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -60140.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -60140.914062 Penalty: 3197.076904
	Iteration 9F: 3 clusters Score -60140.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (4742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Entering Unmasked Estep 
Score: -511758.531250 Penalty: 2099.125244
	Iteration 0F: 2 clusters Score -511758.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -507349.375000 Penalty: 4198.250488
	Iteration 0F: 3 clusters Score -507349.4 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -508399.750000 Penalty: 4198.250488
	Iteration 1F: 3 clusters Score -508399.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -508649.562500 Penalty: 4198.250488
	Iteration 2F: 3 clusters Score -508649.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -508802.187500 Penalty: 4198.250488
	Iteration 3F: 3 clusters Score -508802.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -508936.906250 Penalty: 4198.250488
	Iteration 4Q: 3 clusters Score -508936.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -509047.062500 Penalty: 4198.250488
	Iteration 5Q: 3 clusters Score -509047.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -509184.343750 Penalty: 4198.250488
	Iteration 6Q: 3 clusters Score -509184.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -509332.000000 Penalty: 4198.250488
	Iteration 7Q: 3 clusters Score -509332 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -509489.812500 Penalty: 4198.250488
	Iteration 8Q: 3 clusters Score -509489.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -509652.687500 Penalty: 4198.250488
	Iteration 9Q: 3 clusters Score -509652.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -509832.000000 Penalty: 4198.250488
	Iteration 10Q: 3 clusters Score -509832 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -510021.531250 Penalty: 4198.250488
	Iteration 11Q: 3 clusters Score -510021.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -510252.000000 Penalty: 4198.250488
	Iteration 12Q: 3 clusters Score -510252 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -510462.812500 Penalty: 4198.250488
	Iteration 13Q: 3 clusters Score -510462.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -510637.718750 Penalty: 4198.250488
	Iteration 14Q: 3 clusters Score -510637.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -510776.937500 Penalty: 4198.250488
	Iteration 15Q: 3 clusters Score -510776.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -510885.375000 Penalty: 4198.250488
	Iteration 16Q: 3 clusters Score -510885.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -510961.843750 Penalty: 4198.250488
	Iteration 17Q: 3 clusters Score -510961.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -511002.750000 Penalty: 4198.250488
	Iteration 18Q: 3 clusters Score -511002.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -511040.406250 Penalty: 4198.250488
	Iteration 19Q: 3 clusters Score -511040.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -511068.937500 Penalty: 4198.250488
	Iteration 20F: 3 clusters Score -511068.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -511107.468750 Penalty: 4198.250488
	Iteration 21Q: 3 clusters Score -511107.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -511151.656250 Penalty: 4198.250488
	Iteration 22Q: 3 clusters Score -511151.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -511189.937500 Penalty: 4198.250488
	Iteration 23Q: 3 clusters Score -511189.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -511213.937500 Penalty: 4198.250488
	Iteration 24Q: 3 clusters Score -511213.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -511228.093750 Penalty: 4198.250488
	Iteration 25Q: 3 clusters Score -511228.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -511235.687500 Penalty: 4198.250488
	Iteration 26Q: 3 clusters Score -511235.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -511239.625000 Penalty: 4198.250488
	Iteration 27Q: 3 clusters Score -511239.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -511242.875000 Penalty: 4198.250488
	Iteration 28Q: 3 clusters Score -511242.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -511246.437500 Penalty: 4198.250488
	Iteration 29Q: 3 clusters Score -511246.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -511245.843750 Penalty: 4198.250488
	Iteration 30Q: 3 clusters Score -511245.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -511246.500000 Penalty: 4198.250488
	Iteration 31Q: 3 clusters Score -511246.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -511246.625000 Penalty: 4198.250488
	Iteration 32Q: 3 clusters Score -511246.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -511247.125000 Penalty: 4198.250488
	Iteration 33Q: 3 clusters Score -511247.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -511248.031250 Penalty: 4198.250488
	Iteration 34Q: 3 clusters Score -511248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -511248.031250 Penalty: 4198.250488
	Iteration 35F: 3 clusters Score -511248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (13364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Entering Unmasked Estep 
Score: -1440228.625000 Penalty: 2356.079346
	Iteration 0F: 2 clusters Score -1440229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1430464.250000 Penalty: 4712.158691
	Iteration 0F: 3 clusters Score -1430464 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1433564.000000 Penalty: 4712.158691
	Iteration 1F: 3 clusters Score -1433564 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1433892.875000 Penalty: 4712.158691
	Iteration 2F: 3 clusters Score -1433893 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1434130.000000 Penalty: 4712.158691
	Iteration 3Q: 3 clusters Score -1434130 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1434322.375000 Penalty: 4712.158691
	Iteration 4Q: 3 clusters Score -1434322 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1434483.375000 Penalty: 4712.158691
	Iteration 5Q: 3 clusters Score -1434483 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1434622.750000 Penalty: 4712.158691
	Iteration 6Q: 3 clusters Score -1434623 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1434775.500000 Penalty: 4712.158691
	Iteration 7Q: 3 clusters Score -1434776 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1434943.625000 Penalty: 4712.158691
	Iteration 8Q: 3 clusters Score -1434944 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1435111.750000 Penalty: 4712.158691
	Iteration 9Q: 3 clusters Score -1435112 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1435295.125000 Penalty: 4712.158691
	Iteration 10Q: 3 clusters Score -1435295 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1435495.125000 Penalty: 4712.158691
	Iteration 11Q: 3 clusters Score -1435495 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1435695.375000 Penalty: 4712.158691
	Iteration 12Q: 3 clusters Score -1435695 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1435893.750000 Penalty: 4712.158691
	Iteration 13Q: 3 clusters Score -1435894 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1436072.000000 Penalty: 4712.158691
	Iteration 14Q: 3 clusters Score -1436072 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1436225.250000 Penalty: 4712.158691
	Iteration 15Q: 3 clusters Score -1436225 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1436353.625000 Penalty: 4712.158691
	Iteration 16Q: 3 clusters Score -1436354 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1436474.750000 Penalty: 4712.158691
	Iteration 17Q: 3 clusters Score -1436475 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1436589.875000 Penalty: 4712.158691
	Iteration 18Q: 3 clusters Score -1436590 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1436711.625000 Penalty: 4712.158691
	Iteration 19Q: 3 clusters Score -1436712 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1436829.500000 Penalty: 4712.158691
	Iteration 20F: 3 clusters Score -1436830 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1436931.875000 Penalty: 4712.158691
	Iteration 21Q: 3 clusters Score -1436932 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1437033.625000 Penalty: 4712.158691
	Iteration 22Q: 3 clusters Score -1437034 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1437143.250000 Penalty: 4712.158691
	Iteration 23Q: 3 clusters Score -1437143 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1437283.125000 Penalty: 4712.158691
	Iteration 24Q: 3 clusters Score -1437283 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1437413.750000 Penalty: 4712.158691
	Iteration 25Q: 3 clusters Score -1437414 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1437534.375000 Penalty: 4712.158691
	Iteration 26Q: 3 clusters Score -1437534 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1437686.375000 Penalty: 4712.158691
	Iteration 27Q: 3 clusters Score -1437686 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1437831.750000 Penalty: 4712.158691
	Iteration 28Q: 3 clusters Score -1437832 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1438014.625000 Penalty: 4712.158691
	Iteration 29Q: 3 clusters Score -1438015 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1438181.250000 Penalty: 4712.158691
	Iteration 30Q: 3 clusters Score -1438181 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1438296.125000 Penalty: 4712.158691
	Iteration 31Q: 3 clusters Score -1438296 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1438365.375000 Penalty: 4712.158691
	Iteration 32Q: 3 clusters Score -1438365 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1438427.000000 Penalty: 4712.158691
	Iteration 33Q: 3 clusters Score -1438427 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1438472.875000 Penalty: 4712.158691
	Iteration 34Q: 3 clusters Score -1438473 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1438504.875000 Penalty: 4712.158691
	Iteration 35Q: 3 clusters Score -1438505 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1438524.375000 Penalty: 4712.158691
	Iteration 36Q: 3 clusters Score -1438524 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1438535.375000 Penalty: 4712.158691
	Iteration 37Q: 3 clusters Score -1438535 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1438545.625000 Penalty: 4712.158691
	Iteration 38Q: 3 clusters Score -1438546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1438551.375000 Penalty: 4712.158691
	Iteration 39Q: 3 clusters Score -1438551 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1438558.125000 Penalty: 4712.158691
	Iteration 40F: 3 clusters Score -1438558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1438559.250000 Penalty: 4712.158691
	Iteration 41Q: 3 clusters Score -1438559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1438563.000000 Penalty: 4712.158691
	Iteration 42Q: 3 clusters Score -1438563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1438564.250000 Penalty: 4712.158691
	Iteration 43Q: 3 clusters Score -1438564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1438572.375000 Penalty: 4712.158691
	Iteration 44Q: 3 clusters Score -1438572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1438568.750000 Penalty: 4712.158691
	Iteration 45Q: 3 clusters Score -1438569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1438574.750000 Penalty: 4712.158691
	Iteration 46Q: 3 clusters Score -1438575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1438572.875000 Penalty: 4712.158691
	Iteration 47Q: 3 clusters Score -1438573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1438569.625000 Penalty: 4712.158691
	Iteration 48Q: 3 clusters Score -1438570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1438570.125000 Penalty: 4712.158691
	Iteration 49Q: 3 clusters Score -1438570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1438572.125000 Penalty: 4712.158691
	Iteration 50Q: 3 clusters Score -1438572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1438575.750000 Penalty: 4712.158691
	Iteration 51Q: 3 clusters Score -1438576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1438575.750000 Penalty: 4712.158691
	Iteration 52F: 3 clusters Score -1438576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Entering Unmasked Estep 
Score: -484723.250000 Penalty: 2084.641846
	Iteration 0F: 2 clusters Score -484723.2 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 2217 members 
Entering Unmasked Estep 
Score: -480540.531250 Penalty: 4169.283691
	Iteration 0F: 3 clusters Score -480540.5 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -481534.437500 Penalty: 4169.283691
	Iteration 1F: 3 clusters Score -481534.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -481785.937500 Penalty: 4169.283691
	Iteration 2F: 3 clusters Score -481785.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -481965.625000 Penalty: 4169.283691
	Iteration 3F: 3 clusters Score -481965.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -482099.093750 Penalty: 4169.283691
	Iteration 4Q: 3 clusters Score -482099.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -482206.531250 Penalty: 4169.283691
	Iteration 5Q: 3 clusters Score -482206.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -482300.406250 Penalty: 4169.283691
	Iteration 6Q: 3 clusters Score -482300.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -482369.031250 Penalty: 4169.283691
	Iteration 7Q: 3 clusters Score -482369 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -482426.375000 Penalty: 4169.283691
	Iteration 8Q: 3 clusters Score -482426.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -482460.593750 Penalty: 4169.283691
	Iteration 9Q: 3 clusters Score -482460.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -482501.843750 Penalty: 4169.283691
	Iteration 10Q: 3 clusters Score -482501.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -482541.562500 Penalty: 4169.283691
	Iteration 11Q: 3 clusters Score -482541.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -482571.187500 Penalty: 4169.283691
	Iteration 12Q: 3 clusters Score -482571.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -482599.312500 Penalty: 4169.283691
	Iteration 13Q: 3 clusters Score -482599.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -482623.406250 Penalty: 4169.283691
	Iteration 14Q: 3 clusters Score -482623.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -482657.437500 Penalty: 4169.283691
	Iteration 15Q: 3 clusters Score -482657.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -482690.093750 Penalty: 4169.283691
	Iteration 16Q: 3 clusters Score -482690.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -482726.375000 Penalty: 4169.283691
	Iteration 17Q: 3 clusters Score -482726.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -482767.781250 Penalty: 4169.283691
	Iteration 18Q: 3 clusters Score -482767.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -482804.093750 Penalty: 4169.283691
	Iteration 19Q: 3 clusters Score -482804.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -482835.000000 Penalty: 4169.283691
	Iteration 20F: 3 clusters Score -482835 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -482857.875000 Penalty: 4169.283691
	Iteration 21Q: 3 clusters Score -482857.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -482874.468750 Penalty: 4169.283691
	Iteration 22Q: 3 clusters Score -482874.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -482892.406250 Penalty: 4169.283691
	Iteration 23Q: 3 clusters Score -482892.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -482906.718750 Penalty: 4169.283691
	Iteration 24Q: 3 clusters Score -482906.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -482918.531250 Penalty: 4169.283691
	Iteration 25Q: 3 clusters Score -482918.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -482928.125000 Penalty: 4169.283691
	Iteration 26Q: 3 clusters Score -482928.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -482936.281250 Penalty: 4169.283691
	Iteration 27Q: 3 clusters Score -482936.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -482944.531250 Penalty: 4169.283691
	Iteration 28Q: 3 clusters Score -482944.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -482949.000000 Penalty: 4169.283691
	Iteration 29Q: 3 clusters Score -482949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -482953.218750 Penalty: 4169.283691
	Iteration 30Q: 3 clusters Score -482953.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -482955.375000 Penalty: 4169.283691
	Iteration 31Q: 3 clusters Score -482955.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -482957.937500 Penalty: 4169.283691
	Iteration 32Q: 3 clusters Score -482957.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -482960.312500 Penalty: 4169.283691
	Iteration 33Q: 3 clusters Score -482960.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -482961.468750 Penalty: 4169.283691
	Iteration 34Q: 3 clusters Score -482961.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -482963.281250 Penalty: 4169.283691
	Iteration 35Q: 3 clusters Score -482963.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -482965.718750 Penalty: 4169.283691
	Iteration 36Q: 3 clusters Score -482965.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -482967.093750 Penalty: 4169.283691
	Iteration 37Q: 3 clusters Score -482967.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -482969.187500 Penalty: 4169.283691
	Iteration 38Q: 3 clusters Score -482969.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -482968.781250 Penalty: 4169.283691
	Iteration 39Q: 3 clusters Score -482968.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -482969.156250 Penalty: 4169.283691
	Iteration 40F: 3 clusters Score -482969.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -482969.593750 Penalty: 4169.283691
	Iteration 41Q: 3 clusters Score -482969.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -482970.312500 Penalty: 4169.283691
	Iteration 42Q: 3 clusters Score -482970.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -482970.468750 Penalty: 4169.283691
	Iteration 43Q: 3 clusters Score -482970.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -482970.468750 Penalty: 4169.283691
	Iteration 44F: 3 clusters Score -482970.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (8434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Entering Unmasked Estep 
Score: -913044.750000 Penalty: 2241.926514
	Iteration 0F: 2 clusters Score -913044.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -906395.312500 Penalty: 4483.853027
	Iteration 0F: 3 clusters Score -906395.3 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -908187.750000 Penalty: 4483.853027
	Iteration 1F: 3 clusters Score -908187.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -908469.750000 Penalty: 4483.853027
	Iteration 2F: 3 clusters Score -908469.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -908663.562500 Penalty: 4483.853027
	Iteration 3F: 3 clusters Score -908663.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -908829.187500 Penalty: 4483.853027
	Iteration 4Q: 3 clusters Score -908829.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -909020.750000 Penalty: 4483.853027
	Iteration 5Q: 3 clusters Score -909020.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -909248.625000 Penalty: 4483.853027
	Iteration 6Q: 3 clusters Score -909248.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -909520.000000 Penalty: 4483.853027
	Iteration 7Q: 3 clusters Score -909520 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -909814.437500 Penalty: 4483.853027
	Iteration 8Q: 3 clusters Score -909814.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -910145.937500 Penalty: 4483.853027
	Iteration 9F: 3 clusters Score -910145.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -910426.000000 Penalty: 4483.853027
	Iteration 10Q: 3 clusters Score -910426 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -910626.500000 Penalty: 4483.853027
	Iteration 11Q: 3 clusters Score -910626.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -910765.062500 Penalty: 4483.853027
	Iteration 12Q: 3 clusters Score -910765.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -910865.375000 Penalty: 4483.853027
	Iteration 13Q: 3 clusters Score -910865.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -910948.750000 Penalty: 4483.853027
	Iteration 14Q: 3 clusters Score -910948.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -911017.562500 Penalty: 4483.853027
	Iteration 15Q: 3 clusters Score -911017.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -911083.687500 Penalty: 4483.853027
	Iteration 16Q: 3 clusters Score -911083.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -911152.500000 Penalty: 4483.853027
	Iteration 17Q: 3 clusters Score -911152.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -911232.375000 Penalty: 4483.853027
	Iteration 18Q: 3 clusters Score -911232.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -911327.750000 Penalty: 4483.853027
	Iteration 19Q: 3 clusters Score -911327.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -911441.312500 Penalty: 4483.853027
	Iteration 20F: 3 clusters Score -911441.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -911529.625000 Penalty: 4483.853027
	Iteration 21Q: 3 clusters Score -911529.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -911598.687500 Penalty: 4483.853027
	Iteration 22Q: 3 clusters Score -911598.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -911643.375000 Penalty: 4483.853027
	Iteration 23Q: 3 clusters Score -911643.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -911684.250000 Penalty: 4483.853027
	Iteration 24Q: 3 clusters Score -911684.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -911727.250000 Penalty: 4483.853027
	Iteration 25Q: 3 clusters Score -911727.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -911763.312500 Penalty: 4483.853027
	Iteration 26Q: 3 clusters Score -911763.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -911794.687500 Penalty: 4483.853027
	Iteration 27Q: 3 clusters Score -911794.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -911819.500000 Penalty: 4483.853027
	Iteration 28Q: 3 clusters Score -911819.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -911837.250000 Penalty: 4483.853027
	Iteration 29Q: 3 clusters Score -911837.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -911867.062500 Penalty: 4483.853027
	Iteration 30Q: 3 clusters Score -911867.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -911893.937500 Penalty: 4483.853027
	Iteration 31Q: 3 clusters Score -911893.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -911916.875000 Penalty: 4483.853027
	Iteration 32Q: 3 clusters Score -911916.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -911950.062500 Penalty: 4483.853027
	Iteration 33Q: 3 clusters Score -911950.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -911978.125000 Penalty: 4483.853027
	Iteration 34Q: 3 clusters Score -911978.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -912001.250000 Penalty: 4483.853027
	Iteration 35Q: 3 clusters Score -912001.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -912028.937500 Penalty: 4483.853027
	Iteration 36Q: 3 clusters Score -912028.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -912046.375000 Penalty: 4483.853027
	Iteration 37Q: 3 clusters Score -912046.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -912061.812500 Penalty: 4483.853027
	Iteration 38Q: 3 clusters Score -912061.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -912075.687500 Penalty: 4483.853027
	Iteration 39Q: 3 clusters Score -912075.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -912087.187500 Penalty: 4483.853027
	Iteration 40F: 3 clusters Score -912087.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -912093.687500 Penalty: 4483.853027
	Iteration 41Q: 3 clusters Score -912093.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -912099.250000 Penalty: 4483.853027
	Iteration 42Q: 3 clusters Score -912099.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -912104.375000 Penalty: 4483.853027
	Iteration 43Q: 3 clusters Score -912104.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -912103.375000 Penalty: 4483.853027
	Iteration 44Q: 3 clusters Score -912103.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -912105.625000 Penalty: 4483.853027
	Iteration 45Q: 3 clusters Score -912105.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -912106.500000 Penalty: 4483.853027
	Iteration 46Q: 3 clusters Score -912106.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -912108.500000 Penalty: 4483.853027
	Iteration 47Q: 3 clusters Score -912108.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -912108.500000 Penalty: 4483.853027
	Iteration 48F: 3 clusters Score -912108.5 nChanged 0
--- Evaluating fit on full set of 1944630 points ---
Entering Unmasked Estep 
Score: -194928032.000000 Penalty: 201106.328125
20->57 Clusters: Score -194928032.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 648210 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 32408 members 
Mstep: Class 3 contains 32469 members 
Mstep: Class 4 contains 32533 members 
Mstep: Class 5 contains 32450 members 
Mstep: Class 6 contains 32205 members 
Mstep: Class 7 contains 32300 members 
Mstep: Class 8 contains 32704 members 
Mstep: Class 9 contains 32588 members 
Mstep: Class 10 contains 32164 members 
Mstep: Class 11 contains 32619 members 
Mstep: Class 12 contains 32271 members 
Mstep: Class 13 contains 32275 members 
Mstep: Class 14 contains 32343 members 
Mstep: Class 15 contains 32497 members 
Mstep: Class 16 contains 32368 members 
Mstep: Class 17 contains 32451 members 
Mstep: Class 18 contains 32385 members 
Mstep: Class 19 contains 32627 members 
Mstep: Class 20 contains 32284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 238.432007 but Gain 3318.726562
Score: -57120956.000000 Penalty: 63055.843750
Iteration 0F: 20 clusters Score -5.712096e+07 nChanged 613195
Entering Unmasked Mstep 
Mstep: Class 0 contains 6820 members 
Mstep: Class 2 contains 93249 members 
Mstep: Class 3 contains 51621 members 
Mstep: Class 4 contains 7168 members 
Mstep: Class 5 contains 23611 members 
Mstep: Class 6 contains 186297 members 
Mstep: Class 7 contains 50961 members 
Mstep: Class 8 contains 44910 members 
Mstep: Class 9 contains 7471 members 
Mstep: Class 10 contains 6772 members 
Mstep: Class 11 contains 3830 members 
Mstep: Class 12 contains 20907 members 
Mstep: Class 13 contains 45070 members 
Mstep: Class 14 contains 6444 members 
Mstep: Class 15 contains 26728 members 
Mstep: Class 16 contains 6103 members 
Mstep: Class 17 contains 4447 members 
Mstep: Class 18 contains 10776 members 
Mstep: Class 19 contains 24126 members 
Mstep: Class 20 contains 20899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 3179.046875 but Gain 3318.726562
Score: -62036572.000000 Penalty: 59737.117188
Iteration 1F: 19 clusters Score -6.203657e+07 nChanged 293671
Entering Unmasked Mstep 
Mstep: Class 0 contains 3789 members 
Mstep: Class 2 contains 94762 members 
Mstep: Class 3 contains 25532 members 
Mstep: Class 4 contains 3533 members 
Mstep: Class 5 contains 7576 members 
Mstep: Class 6 contains 247987 members 
Mstep: Class 7 contains 70247 members 
Mstep: Class 8 contains 30154 members 
Mstep: Class 9 contains 4127 members 
Mstep: Class 10 contains 5520 members 
Mstep: Class 12 contains 22403 members 
Mstep: Class 13 contains 42233 members 
Mstep: Class 14 contains 2938 members 
Mstep: Class 15 contains 17172 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 2959 members 
Mstep: Class 18 contains 4901 members 
Mstep: Class 19 contains 11795 members 
Mstep: Class 20 contains 44426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -63081832.000000 Penalty: 59737.117188
Iteration 2F: 19 clusters Score -6.308183e+07 nChanged 160682
Entering Unmasked Mstep 
Mstep: Class 0 contains 2651 members 
Mstep: Class 2 contains 95356 members 
Mstep: Class 3 contains 22348 members 
Mstep: Class 4 contains 3441 members 
Mstep: Class 5 contains 6871 members 
Mstep: Class 6 contains 213938 members 
Mstep: Class 7 contains 87756 members 
Mstep: Class 8 contains 34875 members 
Mstep: Class 9 contains 4791 members 
Mstep: Class 10 contains 7919 members 
Mstep: Class 12 contains 34808 members 
Mstep: Class 13 contains 47637 members 
Mstep: Class 14 contains 3219 members 
Mstep: Class 15 contains 17835 members 
Mstep: Class 16 contains 5808 members 
Mstep: Class 17 contains 3948 members 
Mstep: Class 18 contains 5834 members 
Mstep: Class 19 contains 7605 members 
Mstep: Class 20 contains 41570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -63526048.000000 Penalty: 59737.117188
Iteration 3F: 19 clusters Score -6.352605e+07 nChanged 115259
Entering Unmasked Mstep 
Mstep: Class 0 contains 2391 members 
Mstep: Class 2 contains 92747 members 
Mstep: Class 3 contains 22600 members 
Mstep: Class 4 contains 3782 members 
Mstep: Class 5 contains 8321 members 
Mstep: Class 6 contains 180986 members 
Mstep: Class 7 contains 102130 members 
Mstep: Class 8 contains 38970 members 
Mstep: Class 9 contains 7218 members 
Mstep: Class 10 contains 9750 members 
Mstep: Class 12 contains 48951 members 
Mstep: Class 13 contains 50779 members 
Mstep: Class 14 contains 4212 members 
Mstep: Class 15 contains 17296 members 
Mstep: Class 16 contains 4999 members 
Mstep: Class 17 contains 2990 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 6756 members 
Mstep: Class 20 contains 36579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -63752824.000000 Penalty: 59737.117188
Iteration 4F: 19 clusters Score -6.375282e+07 nChanged 86539
Entering Unmasked Mstep 
Mstep: Class 0 contains 2262 members 
Mstep: Class 2 contains 89934 members 
Mstep: Class 3 contains 23640 members 
Mstep: Class 4 contains 4734 members 
Mstep: Class 5 contains 9760 members 
Mstep: Class 6 contains 152922 members 
Mstep: Class 7 contains 109707 members 
Mstep: Class 8 contains 42679 members 
Mstep: Class 9 contains 9498 members 
Mstep: Class 10 contains 10957 members 
Mstep: Class 12 contains 62708 members 
Mstep: Class 13 contains 52425 members 
Mstep: Class 14 contains 5937 members 
Mstep: Class 15 contains 16005 members 
Mstep: Class 16 contains 4055 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 8074 members 
Mstep: Class 19 contains 8237 members 
Mstep: Class 20 contains 32493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -63904832.000000 Penalty: 59737.117188
Iteration 5F: 19 clusters Score -6.390483e+07 nChanged 67290
Entering Unmasked Mstep 
Mstep: Class 0 contains 1811 members 
Mstep: Class 2 contains 86870 members 
Mstep: Class 3 contains 24340 members 
Mstep: Class 4 contains 6452 members 
Mstep: Class 5 contains 11431 members 
Mstep: Class 6 contains 131216 members 
Mstep: Class 7 contains 112914 members 
Mstep: Class 8 contains 46555 members 
Mstep: Class 9 contains 11558 members 
Mstep: Class 10 contains 12085 members 
Mstep: Class 12 contains 73485 members 
Mstep: Class 13 contains 53512 members 
Mstep: Class 14 contains 7427 members 
Mstep: Class 15 contains 14665 members 
Mstep: Class 16 contains 2935 members 
Mstep: Class 17 contains 2065 members 
Mstep: Class 18 contains 9683 members 
Mstep: Class 19 contains 9951 members 
Mstep: Class 20 contains 29255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64030460.000000 Penalty: 59737.117188
Iteration 6F: 19 clusters Score -6.403046e+07 nChanged 54535
Entering Unmasked Mstep 
Mstep: Class 0 contains 1415 members 
Mstep: Class 2 contains 83126 members 
Mstep: Class 3 contains 24598 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 13194 members 
Mstep: Class 6 contains 115800 members 
Mstep: Class 7 contains 113159 members 
Mstep: Class 8 contains 50029 members 
Mstep: Class 9 contains 13632 members 
Mstep: Class 10 contains 13427 members 
Mstep: Class 12 contains 81844 members 
Mstep: Class 13 contains 54182 members 
Mstep: Class 14 contains 8086 members 
Mstep: Class 15 contains 13651 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 2190 members 
Mstep: Class 18 contains 11065 members 
Mstep: Class 19 contains 11640 members 
Mstep: Class 20 contains 26669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64120984.000000 Penalty: 59737.117188
Iteration 7F: 19 clusters Score -6.412098e+07 nChanged 44046
Entering Unmasked Mstep 
Mstep: Class 0 contains 1152 members 
Mstep: Class 2 contains 79687 members 
Mstep: Class 3 contains 24845 members 
Mstep: Class 4 contains 10825 members 
Mstep: Class 5 contains 14471 members 
Mstep: Class 6 contains 105560 members 
Mstep: Class 7 contains 111745 members 
Mstep: Class 8 contains 53201 members 
Mstep: Class 9 contains 15791 members 
Mstep: Class 10 contains 15388 members 
Mstep: Class 12 contains 87100 members 
Mstep: Class 13 contains 54366 members 
Mstep: Class 14 contains 8052 members 
Mstep: Class 15 contains 12900 members 
Mstep: Class 16 contains 1475 members 
Mstep: Class 17 contains 2290 members 
Mstep: Class 18 contains 11818 members 
Mstep: Class 19 contains 12912 members 
Mstep: Class 20 contains 24632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64197840.000000 Penalty: 59737.117188
Iteration 8F: 19 clusters Score -6.419784e+07 nChanged 37606
Entering Unmasked Mstep 
Mstep: Class 0 contains 550 members 
Mstep: Class 2 contains 75730 members 
Mstep: Class 3 contains 25191 members 
Mstep: Class 4 contains 12703 members 
Mstep: Class 5 contains 14783 members 
Mstep: Class 6 contains 99255 members 
Mstep: Class 7 contains 109609 members 
Mstep: Class 8 contains 56115 members 
Mstep: Class 9 contains 18239 members 
Mstep: Class 10 contains 18410 members 
Mstep: Class 12 contains 90555 members 
Mstep: Class 13 contains 54100 members 
Mstep: Class 14 contains 7678 members 
Mstep: Class 15 contains 12306 members 
Mstep: Class 16 contains 1743 members 
Mstep: Class 17 contains 2522 members 
Mstep: Class 18 contains 12194 members 
Mstep: Class 19 contains 13776 members 
Mstep: Class 20 contains 22751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64275472.000000 Penalty: 59737.117188
Iteration 9F: 19 clusters Score -6.427547e+07 nChanged 32995
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 2 contains 72117 members 
Mstep: Class 3 contains 25686 members 
Mstep: Class 4 contains 14578 members 
Mstep: Class 5 contains 14379 members 
Mstep: Class 6 contains 95314 members 
Mstep: Class 7 contains 107382 members 
Mstep: Class 8 contains 58585 members 
Mstep: Class 9 contains 20788 members 
Mstep: Class 10 contains 21699 members 
Mstep: Class 12 contains 92963 members 
Mstep: Class 13 contains 53360 members 
Mstep: Class 14 contains 7054 members 
Mstep: Class 15 contains 11758 members 
Mstep: Class 16 contains 1787 members 
Mstep: Class 17 contains 2876 members 
Mstep: Class 18 contains 12582 members 
Mstep: Class 19 contains 14198 members 
Mstep: Class 20 contains 21012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64316904.000000 Penalty: 59737.117188
Iteration 10F: 19 clusters Score -6.43169e+07 nChanged 28949
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 2 contains 69591 members 
Mstep: Class 3 contains 26424 members 
Mstep: Class 4 contains 16202 members 
Mstep: Class 5 contains 13466 members 
Mstep: Class 6 contains 93026 members 
Mstep: Class 7 contains 105309 members 
Mstep: Class 8 contains 60544 members 
Mstep: Class 9 contains 23280 members 
Mstep: Class 10 contains 24498 members 
Mstep: Class 12 contains 94525 members 
Mstep: Class 13 contains 52159 members 
Mstep: Class 14 contains 6253 members 
Mstep: Class 15 contains 11355 members 
Mstep: Class 16 contains 1801 members 
Mstep: Class 17 contains 2831 members 
Mstep: Class 18 contains 13088 members 
Mstep: Class 19 contains 14399 members 
Mstep: Class 20 contains 19398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64343392.000000 Penalty: 59737.117188
Iteration 11Q: 19 clusters Score -6.434339e+07 nChanged 25433
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 2 contains 67475 members 
Mstep: Class 3 contains 27327 members 
Mstep: Class 4 contains 17583 members 
Mstep: Class 5 contains 12215 members 
Mstep: Class 6 contains 92266 members 
Mstep: Class 7 contains 103244 members 
Mstep: Class 8 contains 62072 members 
Mstep: Class 9 contains 25579 members 
Mstep: Class 10 contains 27004 members 
Mstep: Class 12 contains 95407 members 
Mstep: Class 13 contains 50744 members 
Mstep: Class 14 contains 5380 members 
Mstep: Class 15 contains 11122 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 2821 members 
Mstep: Class 18 contains 13548 members 
Mstep: Class 19 contains 14574 members 
Mstep: Class 20 contains 17992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64365432.000000 Penalty: 59737.117188
Iteration 12Q: 19 clusters Score -6.436543e+07 nChanged 22792
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 2 contains 65409 members 
Mstep: Class 3 contains 28279 members 
Mstep: Class 4 contains 19009 members 
Mstep: Class 5 contains 10998 members 
Mstep: Class 6 contains 92518 members 
Mstep: Class 7 contains 101179 members 
Mstep: Class 8 contains 63163 members 
Mstep: Class 9 contains 27579 members 
Mstep: Class 10 contains 29476 members 
Mstep: Class 12 contains 95385 members 
Mstep: Class 13 contains 49253 members 
Mstep: Class 14 contains 4566 members 
Mstep: Class 15 contains 11047 members 
Mstep: Class 16 contains 1798 members 
Mstep: Class 17 contains 2797 members 
Mstep: Class 18 contains 13939 members 
Mstep: Class 19 contains 14888 members 
Mstep: Class 20 contains 16869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64382096.000000 Penalty: 59737.117188
Iteration 13Q: 19 clusters Score -6.43821e+07 nChanged 20177
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 2 contains 63753 members 
Mstep: Class 3 contains 29193 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 9976 members 
Mstep: Class 6 contains 93218 members 
Mstep: Class 7 contains 99141 members 
Mstep: Class 8 contains 63784 members 
Mstep: Class 9 contains 29405 members 
Mstep: Class 10 contains 31550 members 
Mstep: Class 12 contains 94811 members 
Mstep: Class 13 contains 47620 members 
Mstep: Class 14 contains 3978 members 
Mstep: Class 15 contains 11175 members 
Mstep: Class 16 contains 1798 members 
Mstep: Class 17 contains 2766 members 
Mstep: Class 18 contains 14317 members 
Mstep: Class 19 contains 15285 members 
Mstep: Class 20 contains 15947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64394052.000000 Penalty: 59737.117188
Iteration 14Q: 19 clusters Score -6.439405e+07 nChanged 18047
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 2 contains 62328 members 
Mstep: Class 3 contains 30061 members 
Mstep: Class 4 contains 21995 members 
Mstep: Class 5 contains 9321 members 
Mstep: Class 6 contains 93870 members 
Mstep: Class 7 contains 97295 members 
Mstep: Class 8 contains 64007 members 
Mstep: Class 9 contains 30812 members 
Mstep: Class 10 contains 33155 members 
Mstep: Class 12 contains 93885 members 
Mstep: Class 13 contains 46004 members 
Mstep: Class 14 contains 3556 members 
Mstep: Class 15 contains 11552 members 
Mstep: Class 16 contains 1798 members 
Mstep: Class 17 contains 2715 members 
Mstep: Class 18 contains 14899 members 
Mstep: Class 19 contains 15597 members 
Mstep: Class 20 contains 15302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64405196.000000 Penalty: 59737.117188
Iteration 15Q: 19 clusters Score -6.44052e+07 nChanged 16622
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 2 contains 61127 members 
Mstep: Class 3 contains 30813 members 
Mstep: Class 4 contains 24033 members 
Mstep: Class 5 contains 8920 members 
Mstep: Class 6 contains 94399 members 
Mstep: Class 7 contains 95814 members 
Mstep: Class 8 contains 63797 members 
Mstep: Class 9 contains 31750 members 
Mstep: Class 10 contains 34353 members 
Mstep: Class 12 contains 92404 members 
Mstep: Class 13 contains 44373 members 
Mstep: Class 14 contains 3246 members 
Mstep: Class 15 contains 12172 members 
Mstep: Class 16 contains 1798 members 
Mstep: Class 17 contains 2641 members 
Mstep: Class 18 contains 15809 members 
Mstep: Class 19 contains 15867 members 
Mstep: Class 20 contains 14836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64417276.000000 Penalty: 59737.117188
Iteration 16Q: 19 clusters Score -6.441728e+07 nChanged 16209
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 59950 members 
Mstep: Class 3 contains 31516 members 
Mstep: Class 4 contains 26376 members 
Mstep: Class 5 contains 8657 members 
Mstep: Class 6 contains 94786 members 
Mstep: Class 7 contains 94570 members 
Mstep: Class 8 contains 63335 members 
Mstep: Class 9 contains 32270 members 
Mstep: Class 10 contains 35283 members 
Mstep: Class 12 contains 90551 members 
Mstep: Class 13 contains 42943 members 
Mstep: Class 14 contains 3062 members 
Mstep: Class 15 contains 12945 members 
Mstep: Class 16 contains 1798 members 
Mstep: Class 17 contains 2495 members 
Mstep: Class 18 contains 17043 members 
Mstep: Class 19 contains 16022 members 
Mstep: Class 20 contains 14551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64432184.000000 Penalty: 59737.117188
Iteration 17Q: 19 clusters Score -6.443218e+07 nChanged 16208
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 58854 members 
Mstep: Class 3 contains 32155 members 
Mstep: Class 4 contains 28755 members 
Mstep: Class 5 contains 8508 members 
Mstep: Class 6 contains 95015 members 
Mstep: Class 7 contains 93489 members 
Mstep: Class 8 contains 62420 members 
Mstep: Class 9 contains 32465 members 
Mstep: Class 10 contains 36061 members 
Mstep: Class 12 contains 88919 members 
Mstep: Class 13 contains 41614 members 
Mstep: Class 14 contains 3021 members 
Mstep: Class 15 contains 13859 members 
Mstep: Class 16 contains 1798 members 
Mstep: Class 17 contains 2306 members 
Mstep: Class 18 contains 18540 members 
Mstep: Class 19 contains 16004 members 
Mstep: Class 20 contains 14370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64446356.000000 Penalty: 59737.117188
Iteration 18Q: 19 clusters Score -6.444636e+07 nChanged 15667
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 57612 members 
Mstep: Class 3 contains 32683 members 
Mstep: Class 4 contains 30723 members 
Mstep: Class 5 contains 8417 members 
Mstep: Class 6 contains 95166 members 
Mstep: Class 7 contains 92508 members 
Mstep: Class 8 contains 61214 members 
Mstep: Class 9 contains 32553 members 
Mstep: Class 10 contains 36637 members 
Mstep: Class 12 contains 88093 members 
Mstep: Class 13 contains 40408 members 
Mstep: Class 14 contains 3070 members 
Mstep: Class 15 contains 14935 members 
Mstep: Class 16 contains 1798 members 
Mstep: Class 17 contains 2211 members 
Mstep: Class 18 contains 20080 members 
Mstep: Class 19 contains 15764 members 
Mstep: Class 20 contains 14281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64458892.000000 Penalty: 59737.117188
Iteration 19Q: 19 clusters Score -6.445889e+07 nChanged 14273
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 56292 members 
Mstep: Class 3 contains 33137 members 
Mstep: Class 4 contains 31994 members 
Mstep: Class 5 contains 8346 members 
Mstep: Class 6 contains 95238 members 
Mstep: Class 7 contains 91629 members 
Mstep: Class 8 contains 59869 members 
Mstep: Class 9 contains 32590 members 
Mstep: Class 10 contains 37063 members 
Mstep: Class 12 contains 88310 members 
Mstep: Class 13 contains 39252 members 
Mstep: Class 14 contains 3229 members 
Mstep: Class 15 contains 16095 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 21456 members 
Mstep: Class 19 contains 15455 members 
Mstep: Class 20 contains 14250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64470236.000000 Penalty: 59737.117188
Iteration 20F: 19 clusters Score -6.447024e+07 nChanged 14105
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 2 contains 54892 members 
Mstep: Class 3 contains 33308 members 
Mstep: Class 4 contains 33009 members 
Mstep: Class 5 contains 8277 members 
Mstep: Class 6 contains 95293 members 
Mstep: Class 7 contains 90772 members 
Mstep: Class 8 contains 58494 members 
Mstep: Class 9 contains 32743 members 
Mstep: Class 10 contains 37573 members 
Mstep: Class 12 contains 88849 members 
Mstep: Class 13 contains 38144 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 17389 members 
Mstep: Class 16 contains 1800 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 22548 members 
Mstep: Class 19 contains 15043 members 
Mstep: Class 20 contains 14142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64479796.000000 Penalty: 59737.117188
Iteration 21Q: 19 clusters Score -6.44798e+07 nChanged 13144
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 53237 members 
Mstep: Class 3 contains 33350 members 
Mstep: Class 4 contains 33678 members 
Mstep: Class 5 contains 8176 members 
Mstep: Class 6 contains 95374 members 
Mstep: Class 7 contains 89931 members 
Mstep: Class 8 contains 57236 members 
Mstep: Class 9 contains 32792 members 
Mstep: Class 10 contains 37964 members 
Mstep: Class 12 contains 89837 members 
Mstep: Class 13 contains 37151 members 
Mstep: Class 14 contains 5011 members 
Mstep: Class 15 contains 18709 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1999 members 
Mstep: Class 18 contains 23385 members 
Mstep: Class 19 contains 14403 members 
Mstep: Class 20 contains 14130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64486928.000000 Penalty: 59737.117188
Iteration 22Q: 19 clusters Score -6.448693e+07 nChanged 12174
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 51635 members 
Mstep: Class 3 contains 33368 members 
Mstep: Class 4 contains 34392 members 
Mstep: Class 5 contains 8053 members 
Mstep: Class 6 contains 95485 members 
Mstep: Class 7 contains 89035 members 
Mstep: Class 8 contains 56203 members 
Mstep: Class 9 contains 32792 members 
Mstep: Class 10 contains 38222 members 
Mstep: Class 12 contains 90568 members 
Mstep: Class 13 contains 36176 members 
Mstep: Class 14 contains 6536 members 
Mstep: Class 15 contains 19965 members 
Mstep: Class 16 contains 1798 members 
Mstep: Class 17 contains 2001 members 
Mstep: Class 18 contains 23932 members 
Mstep: Class 19 contains 13842 members 
Mstep: Class 20 contains 14159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64493368.000000 Penalty: 59737.117188
Iteration 23Q: 19 clusters Score -6.449337e+07 nChanged 11608
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 50226 members 
Mstep: Class 3 contains 33443 members 
Mstep: Class 4 contains 35163 members 
Mstep: Class 5 contains 7930 members 
Mstep: Class 6 contains 95591 members 
Mstep: Class 7 contains 88066 members 
Mstep: Class 8 contains 55224 members 
Mstep: Class 9 contains 32786 members 
Mstep: Class 10 contains 38414 members 
Mstep: Class 12 contains 91143 members 
Mstep: Class 13 contains 35205 members 
Mstep: Class 14 contains 8089 members 
Mstep: Class 15 contains 21252 members 
Mstep: Class 16 contains 1796 members 
Mstep: Class 17 contains 2004 members 
Mstep: Class 18 contains 24272 members 
Mstep: Class 19 contains 13349 members 
Mstep: Class 20 contains 14209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64499352.000000 Penalty: 59737.117188
Iteration 24Q: 19 clusters Score -6.449935e+07 nChanged 10706
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 49097 members 
Mstep: Class 3 contains 33556 members 
Mstep: Class 4 contains 35787 members 
Mstep: Class 5 contains 7849 members 
Mstep: Class 6 contains 95632 members 
Mstep: Class 7 contains 87203 members 
Mstep: Class 8 contains 54375 members 
Mstep: Class 9 contains 32822 members 
Mstep: Class 10 contains 38521 members 
Mstep: Class 12 contains 91653 members 
Mstep: Class 13 contains 34252 members 
Mstep: Class 14 contains 9537 members 
Mstep: Class 15 contains 22462 members 
Mstep: Class 16 contains 1795 members 
Mstep: Class 17 contains 2006 members 
Mstep: Class 18 contains 24513 members 
Mstep: Class 19 contains 12880 members 
Mstep: Class 20 contains 14222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64504204.000000 Penalty: 59737.117188
Iteration 25Q: 19 clusters Score -6.45042e+07 nChanged 9800
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 48217 members 
Mstep: Class 3 contains 33714 members 
Mstep: Class 4 contains 36318 members 
Mstep: Class 5 contains 7771 members 
Mstep: Class 6 contains 95686 members 
Mstep: Class 7 contains 86396 members 
Mstep: Class 8 contains 53604 members 
Mstep: Class 9 contains 32842 members 
Mstep: Class 10 contains 38529 members 
Mstep: Class 12 contains 92165 members 
Mstep: Class 13 contains 33358 members 
Mstep: Class 14 contains 10745 members 
Mstep: Class 15 contains 23643 members 
Mstep: Class 16 contains 1794 members 
Mstep: Class 17 contains 2008 members 
Mstep: Class 18 contains 24706 members 
Mstep: Class 19 contains 12420 members 
Mstep: Class 20 contains 14246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64508036.000000 Penalty: 59737.117188
Iteration 26Q: 19 clusters Score -6.450804e+07 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 47608 members 
Mstep: Class 3 contains 33884 members 
Mstep: Class 4 contains 36723 members 
Mstep: Class 5 contains 7694 members 
Mstep: Class 6 contains 95723 members 
Mstep: Class 7 contains 85676 members 
Mstep: Class 8 contains 52947 members 
Mstep: Class 9 contains 32928 members 
Mstep: Class 10 contains 38557 members 
Mstep: Class 12 contains 92696 members 
Mstep: Class 13 contains 32552 members 
Mstep: Class 14 contains 11700 members 
Mstep: Class 15 contains 24679 members 
Mstep: Class 16 contains 1792 members 
Mstep: Class 17 contains 2010 members 
Mstep: Class 18 contains 24844 members 
Mstep: Class 19 contains 11888 members 
Mstep: Class 20 contains 14261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64511220.000000 Penalty: 59737.117188
Iteration 27Q: 19 clusters Score -6.451122e+07 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 46983 members 
Mstep: Class 3 contains 34130 members 
Mstep: Class 4 contains 37077 members 
Mstep: Class 5 contains 7631 members 
Mstep: Class 6 contains 95721 members 
Mstep: Class 7 contains 85010 members 
Mstep: Class 8 contains 52318 members 
Mstep: Class 9 contains 33002 members 
Mstep: Class 10 contains 38526 members 
Mstep: Class 12 contains 93356 members 
Mstep: Class 13 contains 31874 members 
Mstep: Class 14 contains 12489 members 
Mstep: Class 15 contains 25659 members 
Mstep: Class 16 contains 1791 members 
Mstep: Class 17 contains 2011 members 
Mstep: Class 18 contains 24969 members 
Mstep: Class 19 contains 11348 members 
Mstep: Class 20 contains 14267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64514604.000000 Penalty: 59737.117188
Iteration 28Q: 19 clusters Score -6.45146e+07 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 46437 members 
Mstep: Class 3 contains 34401 members 
Mstep: Class 4 contains 37413 members 
Mstep: Class 5 contains 7564 members 
Mstep: Class 6 contains 95698 members 
Mstep: Class 7 contains 84422 members 
Mstep: Class 8 contains 51693 members 
Mstep: Class 9 contains 33110 members 
Mstep: Class 10 contains 38498 members 
Mstep: Class 12 contains 94008 members 
Mstep: Class 13 contains 31233 members 
Mstep: Class 14 contains 13161 members 
Mstep: Class 15 contains 26421 members 
Mstep: Class 16 contains 1790 members 
Mstep: Class 17 contains 2013 members 
Mstep: Class 18 contains 25041 members 
Mstep: Class 19 contains 10979 members 
Mstep: Class 20 contains 14280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64517824.000000 Penalty: 59737.117188
Iteration 29Q: 19 clusters Score -6.451782e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 45880 members 
Mstep: Class 3 contains 34728 members 
Mstep: Class 4 contains 37738 members 
Mstep: Class 5 contains 7507 members 
Mstep: Class 6 contains 95661 members 
Mstep: Class 7 contains 83955 members 
Mstep: Class 8 contains 51102 members 
Mstep: Class 9 contains 33242 members 
Mstep: Class 10 contains 38379 members 
Mstep: Class 12 contains 94624 members 
Mstep: Class 13 contains 30589 members 
Mstep: Class 14 contains 13743 members 
Mstep: Class 15 contains 26965 members 
Mstep: Class 16 contains 1789 members 
Mstep: Class 17 contains 2013 members 
Mstep: Class 18 contains 25085 members 
Mstep: Class 19 contains 10876 members 
Mstep: Class 20 contains 14286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64520812.000000 Penalty: 59737.117188
Iteration 30Q: 19 clusters Score -6.452081e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 45446 members 
Mstep: Class 3 contains 35030 members 
Mstep: Class 4 contains 37988 members 
Mstep: Class 5 contains 7447 members 
Mstep: Class 6 contains 95603 members 
Mstep: Class 7 contains 83582 members 
Mstep: Class 8 contains 50567 members 
Mstep: Class 9 contains 33346 members 
Mstep: Class 10 contains 38217 members 
Mstep: Class 12 contains 95167 members 
Mstep: Class 13 contains 29955 members 
Mstep: Class 14 contains 14279 members 
Mstep: Class 15 contains 27365 members 
Mstep: Class 16 contains 1789 members 
Mstep: Class 17 contains 2012 members 
Mstep: Class 18 contains 25137 members 
Mstep: Class 19 contains 10939 members 
Mstep: Class 20 contains 14293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64522908.000000 Penalty: 59737.117188
Iteration 31Q: 19 clusters Score -6.452291e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 45205 members 
Mstep: Class 3 contains 35350 members 
Mstep: Class 4 contains 38276 members 
Mstep: Class 5 contains 7398 members 
Mstep: Class 6 contains 95545 members 
Mstep: Class 7 contains 83233 members 
Mstep: Class 8 contains 50095 members 
Mstep: Class 9 contains 33430 members 
Mstep: Class 10 contains 38052 members 
Mstep: Class 12 contains 95502 members 
Mstep: Class 13 contains 29385 members 
Mstep: Class 14 contains 14750 members 
Mstep: Class 15 contains 27635 members 
Mstep: Class 16 contains 1789 members 
Mstep: Class 17 contains 2011 members 
Mstep: Class 18 contains 25170 members 
Mstep: Class 19 contains 11028 members 
Mstep: Class 20 contains 14308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64524260.000000 Penalty: 59737.117188
Iteration 32Q: 19 clusters Score -6.452426e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 44966 members 
Mstep: Class 3 contains 35674 members 
Mstep: Class 4 contains 38514 members 
Mstep: Class 5 contains 7361 members 
Mstep: Class 6 contains 95524 members 
Mstep: Class 7 contains 82929 members 
Mstep: Class 8 contains 49639 members 
Mstep: Class 9 contains 33502 members 
Mstep: Class 10 contains 37876 members 
Mstep: Class 12 contains 95748 members 
Mstep: Class 13 contains 28910 members 
Mstep: Class 14 contains 15235 members 
Mstep: Class 15 contains 27852 members 
Mstep: Class 16 contains 1789 members 
Mstep: Class 17 contains 2011 members 
Mstep: Class 18 contains 25212 members 
Mstep: Class 19 contains 11104 members 
Mstep: Class 20 contains 14316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64525448.000000 Penalty: 59737.117188
Iteration 33Q: 19 clusters Score -6.452545e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 44855 members 
Mstep: Class 3 contains 36041 members 
Mstep: Class 4 contains 38772 members 
Mstep: Class 5 contains 7327 members 
Mstep: Class 6 contains 95511 members 
Mstep: Class 7 contains 82605 members 
Mstep: Class 8 contains 49214 members 
Mstep: Class 9 contains 33607 members 
Mstep: Class 10 contains 37704 members 
Mstep: Class 12 contains 95861 members 
Mstep: Class 13 contains 28450 members 
Mstep: Class 14 contains 15732 members 
Mstep: Class 15 contains 27987 members 
Mstep: Class 16 contains 1789 members 
Mstep: Class 17 contains 2011 members 
Mstep: Class 18 contains 25223 members 
Mstep: Class 19 contains 11157 members 
Mstep: Class 20 contains 14316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64526080.000000 Penalty: 59737.117188
Iteration 34Q: 19 clusters Score -6.452608e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 44682 members 
Mstep: Class 3 contains 36363 members 
Mstep: Class 4 contains 39025 members 
Mstep: Class 5 contains 7306 members 
Mstep: Class 6 contains 95514 members 
Mstep: Class 7 contains 82299 members 
Mstep: Class 8 contains 48850 members 
Mstep: Class 9 contains 33683 members 
Mstep: Class 10 contains 37555 members 
Mstep: Class 12 contains 95865 members 
Mstep: Class 13 contains 28019 members 
Mstep: Class 14 contains 16292 members 
Mstep: Class 15 contains 28141 members 
Mstep: Class 16 contains 1789 members 
Mstep: Class 17 contains 2010 members 
Mstep: Class 18 contains 25232 members 
Mstep: Class 19 contains 11215 members 
Mstep: Class 20 contains 14322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64526840.000000 Penalty: 59737.117188
Iteration 35Q: 19 clusters Score -6.452684e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 44437 members 
Mstep: Class 3 contains 36705 members 
Mstep: Class 4 contains 39256 members 
Mstep: Class 5 contains 7291 members 
Mstep: Class 6 contains 95519 members 
Mstep: Class 7 contains 81997 members 
Mstep: Class 8 contains 48534 members 
Mstep: Class 9 contains 33770 members 
Mstep: Class 10 contains 37428 members 
Mstep: Class 12 contains 95842 members 
Mstep: Class 13 contains 27602 members 
Mstep: Class 14 contains 16915 members 
Mstep: Class 15 contains 28251 members 
Mstep: Class 16 contains 1789 members 
Mstep: Class 17 contains 2010 members 
Mstep: Class 18 contains 25239 members 
Mstep: Class 19 contains 11253 members 
Mstep: Class 20 contains 14324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64527744.000000 Penalty: 59737.117188
Iteration 36Q: 19 clusters Score -6.452774e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 44077 members 
Mstep: Class 3 contains 37064 members 
Mstep: Class 4 contains 39434 members 
Mstep: Class 5 contains 7281 members 
Mstep: Class 6 contains 95524 members 
Mstep: Class 7 contains 81723 members 
Mstep: Class 8 contains 48202 members 
Mstep: Class 9 contains 33851 members 
Mstep: Class 10 contains 37316 members 
Mstep: Class 12 contains 95860 members 
Mstep: Class 13 contains 27197 members 
Mstep: Class 14 contains 17657 members 
Mstep: Class 15 contains 28331 members 
Mstep: Class 16 contains 1789 members 
Mstep: Class 17 contains 2010 members 
Mstep: Class 18 contains 25225 members 
Mstep: Class 19 contains 11292 members 
Mstep: Class 20 contains 14329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64529068.000000 Penalty: 59737.117188
Iteration 37Q: 19 clusters Score -6.452907e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 43664 members 
Mstep: Class 3 contains 37380 members 
Mstep: Class 4 contains 39595 members 
Mstep: Class 5 contains 7271 members 
Mstep: Class 6 contains 95531 members 
Mstep: Class 7 contains 81479 members 
Mstep: Class 8 contains 47912 members 
Mstep: Class 9 contains 33912 members 
Mstep: Class 10 contains 37212 members 
Mstep: Class 12 contains 95851 members 
Mstep: Class 13 contains 26801 members 
Mstep: Class 14 contains 18469 members 
Mstep: Class 15 contains 28420 members 
Mstep: Class 16 contains 1789 members 
Mstep: Class 17 contains 2010 members 
Mstep: Class 18 contains 25212 members 
Mstep: Class 19 contains 11316 members 
Mstep: Class 20 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64530308.000000 Penalty: 59737.117188
Iteration 38Q: 19 clusters Score -6.453031e+07 nChanged 3609
Entering ConstructFrom: 
Score: -64530308.000000 Penalty: 59737.117188
Entering ConstructFrom: 
Trying to split cluster 2 (43113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Entering Unmasked Estep 
Score: -4592220.000000 Penalty: 2646.551758
	Iteration 0F: 2 clusters Score -4592220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -4562797.000000 Penalty: 5293.103516
	Iteration 0F: 3 clusters Score -4562797 nChanged 19920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -4574155.500000 Penalty: 5293.103516
	Iteration 1F: 3 clusters Score -4574156 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -4575119.000000 Penalty: 5293.103516
	Iteration 2F: 3 clusters Score -4575119 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -4576458.000000 Penalty: 5293.103516
	Iteration 3F: 3 clusters Score -4576458 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -4578703.000000 Penalty: 5293.103516
	Iteration 4F: 3 clusters Score -4578703 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -4582430.000000 Penalty: 5293.103516
	Iteration 5F: 3 clusters Score -4582430 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -4587104.500000 Penalty: 5293.103516
	Iteration 6F: 3 clusters Score -4587104 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -4591778.500000 Penalty: 5293.103516
	Iteration 7F: 3 clusters Score -4591778 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -4595411.500000 Penalty: 5293.103516
	Iteration 8F: 3 clusters Score -4595412 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -4596938.500000 Penalty: 5293.103516
	Iteration 9Q: 3 clusters Score -4596938 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -4597513.000000 Penalty: 5293.103516
	Iteration 10Q: 3 clusters Score -4597513 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -4597794.000000 Penalty: 5293.103516
	Iteration 11Q: 3 clusters Score -4597794 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -4597994.000000 Penalty: 5293.103516
	Iteration 12Q: 3 clusters Score -4597994 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -4598195.500000 Penalty: 5293.103516
	Iteration 13Q: 3 clusters Score -4598196 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -4598420.000000 Penalty: 5293.103516
	Iteration 14Q: 3 clusters Score -4598420 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -4598695.500000 Penalty: 5293.103516
	Iteration 15Q: 3 clusters Score -4598696 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -4598994.500000 Penalty: 5293.103516
	Iteration 16Q: 3 clusters Score -4598994 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -4599381.500000 Penalty: 5293.103516
	Iteration 17Q: 3 clusters Score -4599382 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -4599772.500000 Penalty: 5293.103516
	Iteration 18Q: 3 clusters Score -4599772 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -4600224.500000 Penalty: 5293.103516
	Iteration 19Q: 3 clusters Score -4600224 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -4600673.000000 Penalty: 5293.103516
	Iteration 20F: 3 clusters Score -4600673 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -4600980.000000 Penalty: 5293.103516
	Iteration 21Q: 3 clusters Score -4600980 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -4601238.000000 Penalty: 5293.103516
	Iteration 22Q: 3 clusters Score -4601238 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -4601357.500000 Penalty: 5293.103516
	Iteration 23Q: 3 clusters Score -4601358 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -4601436.000000 Penalty: 5293.103516
	Iteration 24Q: 3 clusters Score -4601436 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -4601466.000000 Penalty: 5293.103516
	Iteration 25Q: 3 clusters Score -4601466 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -4601465.000000 Penalty: 5293.103516
	Iteration 26Q: 3 clusters Score -4601465 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -4601466.000000 Penalty: 5293.103516
	Iteration 27Q: 3 clusters Score -4601466 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -4601473.500000 Penalty: 5293.103516
	Iteration 28Q: 3 clusters Score -4601474 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -4601489.500000 Penalty: 5293.103516
	Iteration 29Q: 3 clusters Score -4601490 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -4601508.000000 Penalty: 5293.103516
	Iteration 30Q: 3 clusters Score -4601508 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -4601507.500000 Penalty: 5293.103516
	Iteration 31Q: 3 clusters Score -4601508 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -4601527.500000 Penalty: 5293.103516
	Iteration 32Q: 3 clusters Score -4601528 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -4601529.000000 Penalty: 5293.103516
	Iteration 33Q: 3 clusters Score -4601529 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -4601533.500000 Penalty: 5293.103516
	Iteration 34Q: 3 clusters Score -4601534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -4601531.000000 Penalty: 5293.103516
	Iteration 35Q: 3 clusters Score -4601531 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -4601525.500000 Penalty: 5293.103516
	Iteration 36Q: 3 clusters Score -4601526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -4601534.000000 Penalty: 5293.103516
	Iteration 37Q: 3 clusters Score -4601534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -4601540.000000 Penalty: 5293.103516
	Iteration 38Q: 3 clusters Score -4601540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -4601544.000000 Penalty: 5293.103516
	Iteration 39Q: 3 clusters Score -4601544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -4601539.000000 Penalty: 5293.103516
	Iteration 40F: 3 clusters Score -4601539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -4601543.000000 Penalty: 5293.103516
	Iteration 41Q: 3 clusters Score -4601543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -4601545.500000 Penalty: 5293.103516
	Iteration 42Q: 3 clusters Score -4601546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -4601544.000000 Penalty: 5293.103516
	Iteration 43Q: 3 clusters Score -4601544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -4601542.500000 Penalty: 5293.103516
	Iteration 44Q: 3 clusters Score -4601542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -4601539.000000 Penalty: 5293.103516
	Iteration 45Q: 3 clusters Score -4601539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -4601543.000000 Penalty: 5293.103516
	Iteration 46Q: 3 clusters Score -4601543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -4601549.000000 Penalty: 5293.103516
	Iteration 47Q: 3 clusters Score -4601549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -4601548.000000 Penalty: 5293.103516
	Iteration 48Q: 3 clusters Score -4601548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -4601548.500000 Penalty: 5293.103516
	Iteration 49Q: 3 clusters Score -4601548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -4601549.500000 Penalty: 5293.103516
	Iteration 50Q: 3 clusters Score -4601550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -4601549.500000 Penalty: 5293.103516
	Iteration 51F: 3 clusters Score -4601550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 16532 members 
Mstep: Class 3 contains 37693 members 
Mstep: Class 4 contains 39719 members 
Mstep: Class 5 contains 7263 members 
Mstep: Class 6 contains 95542 members 
Mstep: Class 7 contains 81257 members 
Mstep: Class 8 contains 47616 members 
Mstep: Class 9 contains 33974 members 
Mstep: Class 10 contains 37122 members 
Mstep: Class 12 contains 95888 members 
Mstep: Class 13 contains 26381 members 
Mstep: Class 14 contains 19404 members 
Mstep: Class 15 contains 28509 members 
Mstep: Class 16 contains 1789 members 
Mstep: Class 17 contains 2010 members 
Mstep: Class 18 contains 25197 members 
Mstep: Class 19 contains 11344 members 
Mstep: Class 20 contains 14341 members 
Entering Unmasked Estep 
Score: -64539520.000000 Penalty: 63055.843750
Splitting cluster 2 changes total score from -64530308.000000 to -64539520.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 3 (37693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Entering Unmasked Estep 
Score: -3651657.000000 Penalty: 2613.232910
	Iteration 0F: 2 clusters Score -3651657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -3626229.500000 Penalty: 5226.465820
	Iteration 0F: 3 clusters Score -3626230 nChanged 17076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -3636015.500000 Penalty: 5226.465820
	Iteration 1F: 3 clusters Score -3636016 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -3637263.000000 Penalty: 5226.465820
	Iteration 2F: 3 clusters Score -3637263 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -3638708.000000 Penalty: 5226.465820
	Iteration 3F: 3 clusters Score -3638708 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -3640260.000000 Penalty: 5226.465820
	Iteration 4F: 3 clusters Score -3640260 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -3641956.250000 Penalty: 5226.465820
	Iteration 5F: 3 clusters Score -3641956 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -3643512.500000 Penalty: 5226.465820
	Iteration 6F: 3 clusters Score -3643512 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -3644882.000000 Penalty: 5226.465820
	Iteration 7F: 3 clusters Score -3644882 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -3645950.000000 Penalty: 5226.465820
	Iteration 8Q: 3 clusters Score -3645950 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -3646935.000000 Penalty: 5226.465820
	Iteration 9Q: 3 clusters Score -3646935 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -3647772.750000 Penalty: 5226.465820
	Iteration 10Q: 3 clusters Score -3647773 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -3648501.500000 Penalty: 5226.465820
	Iteration 11Q: 3 clusters Score -3648502 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -3649089.000000 Penalty: 5226.465820
	Iteration 12Q: 3 clusters Score -3649089 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -3649574.750000 Penalty: 5226.465820
	Iteration 13Q: 3 clusters Score -3649575 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -3649981.500000 Penalty: 5226.465820
	Iteration 14Q: 3 clusters Score -3649982 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -3650329.000000 Penalty: 5226.465820
	Iteration 15Q: 3 clusters Score -3650329 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -3650684.250000 Penalty: 5226.465820
	Iteration 16Q: 3 clusters Score -3650684 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -3651109.000000 Penalty: 5226.465820
	Iteration 17Q: 3 clusters Score -3651109 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -3651594.250000 Penalty: 5226.465820
	Iteration 18Q: 3 clusters Score -3651594 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -3652037.750000 Penalty: 5226.465820
	Iteration 19Q: 3 clusters Score -3652038 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -3652396.500000 Penalty: 5226.465820
	Iteration 20F: 3 clusters Score -3652396 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -3652656.750000 Penalty: 5226.465820
	Iteration 21Q: 3 clusters Score -3652657 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -3652919.250000 Penalty: 5226.465820
	Iteration 22Q: 3 clusters Score -3652919 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -3653095.000000 Penalty: 5226.465820
	Iteration 23Q: 3 clusters Score -3653095 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -3653247.250000 Penalty: 5226.465820
	Iteration 24Q: 3 clusters Score -3653247 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -3653375.000000 Penalty: 5226.465820
	Iteration 25Q: 3 clusters Score -3653375 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -3653475.500000 Penalty: 5226.465820
	Iteration 26Q: 3 clusters Score -3653476 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -3653577.250000 Penalty: 5226.465820
	Iteration 27Q: 3 clusters Score -3653577 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -3653657.250000 Penalty: 5226.465820
	Iteration 28Q: 3 clusters Score -3653657 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -3653697.750000 Penalty: 5226.465820
	Iteration 29Q: 3 clusters Score -3653698 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -3653771.250000 Penalty: 5226.465820
	Iteration 30Q: 3 clusters Score -3653771 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -3653797.750000 Penalty: 5226.465820
	Iteration 31Q: 3 clusters Score -3653798 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -3653819.750000 Penalty: 5226.465820
	Iteration 32Q: 3 clusters Score -3653820 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -3653853.250000 Penalty: 5226.465820
	Iteration 33Q: 3 clusters Score -3653853 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -3653872.500000 Penalty: 5226.465820
	Iteration 34Q: 3 clusters Score -3653872 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -3653897.000000 Penalty: 5226.465820
	Iteration 35Q: 3 clusters Score -3653897 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -3653894.750000 Penalty: 5226.465820
	Iteration 36Q: 3 clusters Score -3653895 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -3653900.250000 Penalty: 5226.465820
	Iteration 37Q: 3 clusters Score -3653900 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -3653915.750000 Penalty: 5226.465820
	Iteration 38Q: 3 clusters Score -3653916 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -3653933.000000 Penalty: 5226.465820
	Iteration 39Q: 3 clusters Score -3653933 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -3653952.250000 Penalty: 5226.465820
	Iteration 40F: 3 clusters Score -3653952 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -3653960.250000 Penalty: 5226.465820
	Iteration 41Q: 3 clusters Score -3653960 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -3653963.250000 Penalty: 5226.465820
	Iteration 42Q: 3 clusters Score -3653963 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -3653980.000000 Penalty: 5226.465820
	Iteration 43Q: 3 clusters Score -3653980 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -3653987.500000 Penalty: 5226.465820
	Iteration 44Q: 3 clusters Score -3653988 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -3653997.000000 Penalty: 5226.465820
	Iteration 45Q: 3 clusters Score -3653997 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -3653987.250000 Penalty: 5226.465820
	Iteration 46Q: 3 clusters Score -3653987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -3653991.250000 Penalty: 5226.465820
	Iteration 47Q: 3 clusters Score -3653991 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -3653984.250000 Penalty: 5226.465820
	Iteration 48Q: 3 clusters Score -3653984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -3653998.750000 Penalty: 5226.465820
	Iteration 49Q: 3 clusters Score -3653999 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -3653999.750000 Penalty: 5226.465820
	Iteration 50Q: 3 clusters Score -3654000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -3654000.500000 Penalty: 5226.465820
	Iteration 51Q: 3 clusters Score -3654000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -3653997.000000 Penalty: 5226.465820
	Iteration 52Q: 3 clusters Score -3653997 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -3653994.750000 Penalty: 5226.465820
	Iteration 53Q: 3 clusters Score -3653995 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -3654001.000000 Penalty: 5226.465820
	Iteration 54Q: 3 clusters Score -3654001 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -3654007.500000 Penalty: 5226.465820
	Iteration 55Q: 3 clusters Score -3654008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -3654005.000000 Penalty: 5226.465820
	Iteration 56Q: 3 clusters Score -3654005 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -3654006.750000 Penalty: 5226.465820
	Iteration 57Q: 3 clusters Score -3654007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -3654006.500000 Penalty: 5226.465820
	Iteration 58Q: 3 clusters Score -3654006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -3654012.000000 Penalty: 5226.465820
	Iteration 59Q: 3 clusters Score -3654012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -3654007.500000 Penalty: 5226.465820
	Iteration 60F: 3 clusters Score -3654008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -3654008.750000 Penalty: 5226.465820
	Iteration 61Q: 3 clusters Score -3654009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -3654004.750000 Penalty: 5226.465820
	Iteration 62Q: 3 clusters Score -3654005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -3654005.250000 Penalty: 5226.465820
	Iteration 63Q: 3 clusters Score -3654005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -3654003.500000 Penalty: 5226.465820
	Iteration 64Q: 3 clusters Score -3654004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -3654001.250000 Penalty: 5226.465820
	Iteration 65Q: 3 clusters Score -3654001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -3654007.250000 Penalty: 5226.465820
	Iteration 66Q: 3 clusters Score -3654007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -3654006.000000 Penalty: 5226.465820
	Iteration 67Q: 3 clusters Score -3654006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -3654006.750000 Penalty: 5226.465820
	Iteration 68Q: 3 clusters Score -3654007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -3654006.750000 Penalty: 5226.465820
	Iteration 69Q: 3 clusters Score -3654007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -3654009.250000 Penalty: 5226.465820
	Iteration 70Q: 3 clusters Score -3654009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -3654002.250000 Penalty: 5226.465820
	Iteration 71Q: 3 clusters Score -3654002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -3654000.750000 Penalty: 5226.465820
	Iteration 72Q: 3 clusters Score -3654001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -3653997.750000 Penalty: 5226.465820
	Iteration 73Q: 3 clusters Score -3653998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -3654000.000000 Penalty: 5226.465820
	Iteration 74Q: 3 clusters Score -3654000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -3654002.750000 Penalty: 5226.465820
	Iteration 75Q: 3 clusters Score -3654003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -3654002.500000 Penalty: 5226.465820
	Iteration 76Q: 3 clusters Score -3654002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -3654005.750000 Penalty: 5226.465820
	Iteration 77Q: 3 clusters Score -3654006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -3654010.000000 Penalty: 5226.465820
	Iteration 78Q: 3 clusters Score -3654010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -3654014.250000 Penalty: 5226.465820
	Iteration 79Q: 3 clusters Score -3654014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -3654013.750000 Penalty: 5226.465820
	Iteration 80F: 3 clusters Score -3654014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -3654014.500000 Penalty: 5226.465820
	Iteration 81Q: 3 clusters Score -3654014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -3654013.000000 Penalty: 5226.465820
	Iteration 82Q: 3 clusters Score -3654013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -3654012.750000 Penalty: 5226.465820
	Iteration 83Q: 3 clusters Score -3654013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -3654012.750000 Penalty: 5226.465820
	Iteration 84Q: 3 clusters Score -3654013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -3654011.750000 Penalty: 5226.465820
	Iteration 85Q: 3 clusters Score -3654012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -3654009.750000 Penalty: 5226.465820
	Iteration 86Q: 3 clusters Score -3654010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -3654013.250000 Penalty: 5226.465820
	Iteration 87Q: 3 clusters Score -3654013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -3654013.250000 Penalty: 5226.465820
	Iteration 88F: 3 clusters Score -3654013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 16532 members 
Mstep: Class 3 contains 11869 members 
Mstep: Class 4 contains 39719 members 
Mstep: Class 5 contains 7263 members 
Mstep: Class 6 contains 95542 members 
Mstep: Class 7 contains 81257 members 
Mstep: Class 8 contains 47616 members 
Mstep: Class 9 contains 33974 members 
Mstep: Class 10 contains 37122 members 
Mstep: Class 11 contains 25824 members 
Mstep: Class 12 contains 95888 members 
Mstep: Class 13 contains 26381 members 
Mstep: Class 14 contains 19404 members 
Mstep: Class 15 contains 28509 members 
Mstep: Class 16 contains 1789 members 
Mstep: Class 17 contains 2010 members 
Mstep: Class 18 contains 25197 members 
Mstep: Class 19 contains 11344 members 
Mstep: Class 20 contains 14341 members 
Entering Unmasked Estep 
Score: -64541252.000000 Penalty: 66374.570312
Splitting cluster 3 changes total score from -64530308.000000 to -64541252.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 4 (39719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Entering Unmasked Estep 
Score: -4177028.500000 Penalty: 2626.217041
	Iteration 0F: 2 clusters Score -4177028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -4150229.250000 Penalty: 5252.434082
	Iteration 0F: 3 clusters Score -4150229 nChanged 18329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -4161986.000000 Penalty: 5252.434082
	Iteration 1F: 3 clusters Score -4161986 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -4164435.500000 Penalty: 5252.434082
	Iteration 2F: 3 clusters Score -4164436 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -4167364.750000 Penalty: 5252.434082
	Iteration 3F: 3 clusters Score -4167365 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -4170082.000000 Penalty: 5252.434082
	Iteration 4F: 3 clusters Score -4170082 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -4172056.250000 Penalty: 5252.434082
	Iteration 5F: 3 clusters Score -4172056 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -4173159.000000 Penalty: 5252.434082
	Iteration 6F: 3 clusters Score -4173159 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -4173985.250000 Penalty: 5252.434082
	Iteration 7Q: 3 clusters Score -4173985 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -4174781.000000 Penalty: 5252.434082
	Iteration 8Q: 3 clusters Score -4174781 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -4175906.750000 Penalty: 5252.434082
	Iteration 9Q: 3 clusters Score -4175907 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -4177216.250000 Penalty: 5252.434082
	Iteration 10Q: 3 clusters Score -4177216 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -4178362.250000 Penalty: 5252.434082
	Iteration 11Q: 3 clusters Score -4178362 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -4179436.250000 Penalty: 5252.434082
	Iteration 12Q: 3 clusters Score -4179436 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -4180169.500000 Penalty: 5252.434082
	Iteration 13Q: 3 clusters Score -4180170 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -4180586.500000 Penalty: 5252.434082
	Iteration 14Q: 3 clusters Score -4180586 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -4180861.500000 Penalty: 5252.434082
	Iteration 15Q: 3 clusters Score -4180862 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -4181041.750000 Penalty: 5252.434082
	Iteration 16Q: 3 clusters Score -4181042 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -4181254.000000 Penalty: 5252.434082
	Iteration 17Q: 3 clusters Score -4181254 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -4181557.250000 Penalty: 5252.434082
	Iteration 18Q: 3 clusters Score -4181557 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -4182079.500000 Penalty: 5252.434082
	Iteration 19Q: 3 clusters Score -4182080 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -4182591.750000 Penalty: 5252.434082
	Iteration 20F: 3 clusters Score -4182592 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -4182902.250000 Penalty: 5252.434082
	Iteration 21Q: 3 clusters Score -4182902 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -4183048.750000 Penalty: 5252.434082
	Iteration 22Q: 3 clusters Score -4183049 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -4183143.500000 Penalty: 5252.434082
	Iteration 23Q: 3 clusters Score -4183144 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -4183207.750000 Penalty: 5252.434082
	Iteration 24Q: 3 clusters Score -4183208 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -4183245.750000 Penalty: 5252.434082
	Iteration 25Q: 3 clusters Score -4183246 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -4183287.250000 Penalty: 5252.434082
	Iteration 26Q: 3 clusters Score -4183287 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -4183330.750000 Penalty: 5252.434082
	Iteration 27Q: 3 clusters Score -4183331 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -4183355.250000 Penalty: 5252.434082
	Iteration 28Q: 3 clusters Score -4183355 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -4183362.750000 Penalty: 5252.434082
	Iteration 29Q: 3 clusters Score -4183363 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -4183361.750000 Penalty: 5252.434082
	Iteration 30Q: 3 clusters Score -4183362 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -4183377.500000 Penalty: 5252.434082
	Iteration 31Q: 3 clusters Score -4183378 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -4183370.500000 Penalty: 5252.434082
	Iteration 32Q: 3 clusters Score -4183370 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -4183378.250000 Penalty: 5252.434082
	Iteration 33Q: 3 clusters Score -4183378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -4183384.000000 Penalty: 5252.434082
	Iteration 34Q: 3 clusters Score -4183384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -4183380.750000 Penalty: 5252.434082
	Iteration 35Q: 3 clusters Score -4183381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -4183386.000000 Penalty: 5252.434082
	Iteration 36Q: 3 clusters Score -4183386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -4183392.250000 Penalty: 5252.434082
	Iteration 37Q: 3 clusters Score -4183392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -4183392.500000 Penalty: 5252.434082
	Iteration 38Q: 3 clusters Score -4183392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -4183389.250000 Penalty: 5252.434082
	Iteration 39Q: 3 clusters Score -4183389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -4183395.750000 Penalty: 5252.434082
	Iteration 40F: 3 clusters Score -4183396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -4183388.250000 Penalty: 5252.434082
	Iteration 41Q: 3 clusters Score -4183388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -4183392.750000 Penalty: 5252.434082
	Iteration 42Q: 3 clusters Score -4183393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -4183398.750000 Penalty: 5252.434082
	Iteration 43Q: 3 clusters Score -4183399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -4183398.500000 Penalty: 5252.434082
	Iteration 44Q: 3 clusters Score -4183398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -4183406.000000 Penalty: 5252.434082
	Iteration 45Q: 3 clusters Score -4183406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -4183407.250000 Penalty: 5252.434082
	Iteration 46Q: 3 clusters Score -4183407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -4183411.000000 Penalty: 5252.434082
	Iteration 47Q: 3 clusters Score -4183411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -4183407.000000 Penalty: 5252.434082
	Iteration 48Q: 3 clusters Score -4183407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -4183408.500000 Penalty: 5252.434082
	Iteration 49Q: 3 clusters Score -4183408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -4183409.500000 Penalty: 5252.434082
	Iteration 50Q: 3 clusters Score -4183410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -4183410.250000 Penalty: 5252.434082
	Iteration 51Q: 3 clusters Score -4183410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -4183414.000000 Penalty: 5252.434082
	Iteration 52Q: 3 clusters Score -4183414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -4183414.000000 Penalty: 5252.434082
	Iteration 53Q: 3 clusters Score -4183414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -4183414.000000 Penalty: 5252.434082
	Iteration 54F: 3 clusters Score -4183414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 16532 members 
Mstep: Class 3 contains 11869 members 
Mstep: Class 4 contains 23500 members 
Mstep: Class 5 contains 7263 members 
Mstep: Class 6 contains 95542 members 
Mstep: Class 7 contains 81257 members 
Mstep: Class 8 contains 47616 members 
Mstep: Class 9 contains 33974 members 
Mstep: Class 10 contains 37122 members 
Mstep: Class 11 contains 25824 members 
Mstep: Class 12 contains 95888 members 
Mstep: Class 13 contains 26381 members 
Mstep: Class 14 contains 19404 members 
Mstep: Class 15 contains 28509 members 
Mstep: Class 16 contains 1789 members 
Mstep: Class 17 contains 2010 members 
Mstep: Class 18 contains 25197 members 
Mstep: Class 19 contains 11344 members 
Mstep: Class 20 contains 14341 members 
Mstep: Class 21 contains 16219 members 
Entering Unmasked Estep 
Score: -64546480.000000 Penalty: 69693.304688
Splitting cluster 4 changes total score from -64530308.000000 to -64546480.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (7263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Entering Unmasked Estep 
Score: -756580.250000 Penalty: 2204.855957
	Iteration 0F: 2 clusters Score -756580.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -750709.000000 Penalty: 4409.711914
	Iteration 0F: 3 clusters Score -750709 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -752702.937500 Penalty: 4409.711914
	Iteration 1F: 3 clusters Score -752702.9 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -754450.125000 Penalty: 4409.711914
	Iteration 2F: 3 clusters Score -754450.1 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -758194.125000 Penalty: 4409.711914
	Iteration 3F: 3 clusters Score -758194.1 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -760742.875000 Penalty: 4409.711914
	Iteration 4F: 3 clusters Score -760742.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -761726.750000 Penalty: 4409.711914
	Iteration 5F: 3 clusters Score -761726.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -762242.625000 Penalty: 4409.711914
	Iteration 6Q: 3 clusters Score -762242.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -762479.250000 Penalty: 4409.711914
	Iteration 7Q: 3 clusters Score -762479.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -762494.937500 Penalty: 4409.711914
	Iteration 8Q: 3 clusters Score -762494.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -762498.250000 Penalty: 4409.711914
	Iteration 9Q: 3 clusters Score -762498.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -762500.250000 Penalty: 4409.711914
	Iteration 10Q: 3 clusters Score -762500.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -762500.062500 Penalty: 4409.711914
	Iteration 11Q: 3 clusters Score -762500.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -762502.000000 Penalty: 4409.711914
	Iteration 12Q: 3 clusters Score -762502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -762502.500000 Penalty: 4409.711914
	Iteration 13Q: 3 clusters Score -762502.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -762502.500000 Penalty: 4409.711914
	Iteration 14F: 3 clusters Score -762502.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 16532 members 
Mstep: Class 3 contains 11869 members 
Mstep: Class 4 contains 23500 members 
Mstep: Class 5 contains 6445 members 
Mstep: Class 6 contains 95542 members 
Mstep: Class 7 contains 81257 members 
Mstep: Class 8 contains 47616 members 
Mstep: Class 9 contains 33974 members 
Mstep: Class 10 contains 37122 members 
Mstep: Class 11 contains 25824 members 
Mstep: Class 12 contains 95888 members 
Mstep: Class 13 contains 26381 members 
Mstep: Class 14 contains 19404 members 
Mstep: Class 15 contains 28509 members 
Mstep: Class 16 contains 1789 members 
Mstep: Class 17 contains 2010 members 
Mstep: Class 18 contains 25197 members 
Mstep: Class 19 contains 11344 members 
Mstep: Class 20 contains 14341 members 
Mstep: Class 21 contains 16219 members 
Mstep: Class 22 contains 818 members 
Entering Unmasked Estep 
Score: -64551356.000000 Penalty: 73012.031250
Splitting cluster 5 changes total score from -64530308.000000 to -64551356.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (95542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95542 members 
Entering Unmasked Estep 
Score: -10397605.000000 Penalty: 2843.895752
	Iteration 0F: 2 clusters Score -1.03976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 47924 members 
Entering Unmasked Estep 
Score: -10333706.000000 Penalty: 5687.791504
	Iteration 0F: 3 clusters Score -1.033371e+07 nChanged 45149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46133 members 
Mstep: Class 2 contains 49409 members 
Entering Unmasked Estep 
Score: -10359655.000000 Penalty: 5687.791504
	Iteration 1F: 3 clusters Score -1.035966e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 50190 members 
Entering Unmasked Estep 
Score: -10360691.000000 Penalty: 5687.791504
	Iteration 2Q: 3 clusters Score -1.036069e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 51281 members 
Entering Unmasked Estep 
Score: -10361884.000000 Penalty: 5687.791504
	Iteration 3Q: 3 clusters Score -1.036188e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 52834 members 
Entering Unmasked Estep 
Score: -10363140.000000 Penalty: 5687.791504
	Iteration 4Q: 3 clusters Score -1.036314e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 55022 members 
Entering Unmasked Estep 
Score: -10364616.000000 Penalty: 5687.791504
	Iteration 5Q: 3 clusters Score -1.036462e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 58091 members 
Entering Unmasked Estep 
Score: -10366584.000000 Penalty: 5687.791504
	Iteration 6Q: 3 clusters Score -1.036658e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 62270 members 
Entering Unmasked Estep 
Score: -10369378.000000 Penalty: 5687.791504
	Iteration 7F: 3 clusters Score -1.036938e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 67480 members 
Entering Unmasked Estep 
Score: -10373265.000000 Penalty: 5687.791504
	Iteration 8F: 3 clusters Score -1.037326e+07 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 73470 members 
Entering Unmasked Estep 
Score: -10378070.000000 Penalty: 5687.791504
	Iteration 9F: 3 clusters Score -1.037807e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 79318 members 
Entering Unmasked Estep 
Score: -10382950.000000 Penalty: 5687.791504
	Iteration 10F: 3 clusters Score -1.038295e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 84252 members 
Entering Unmasked Estep 
Score: -10387066.000000 Penalty: 5687.791504
	Iteration 11F: 3 clusters Score -1.038707e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 87865 members 
Entering Unmasked Estep 
Score: -10390095.000000 Penalty: 5687.791504
	Iteration 12Q: 3 clusters Score -1.03901e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 90278 members 
Entering Unmasked Estep 
Score: -10392011.000000 Penalty: 5687.791504
	Iteration 13Q: 3 clusters Score -1.039201e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 91867 members 
Entering Unmasked Estep 
Score: -10393230.000000 Penalty: 5687.791504
	Iteration 14Q: 3 clusters Score -1.039323e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 92832 members 
Entering Unmasked Estep 
Score: -10393955.000000 Penalty: 5687.791504
	Iteration 15Q: 3 clusters Score -1.039396e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 93476 members 
Entering Unmasked Estep 
Score: -10394457.000000 Penalty: 5687.791504
	Iteration 16Q: 3 clusters Score -1.039446e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 93892 members 
Entering Unmasked Estep 
Score: -10394730.000000 Penalty: 5687.791504
	Iteration 17Q: 3 clusters Score -1.039473e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 94184 members 
Entering Unmasked Estep 
Score: -10394966.000000 Penalty: 5687.791504
	Iteration 18Q: 3 clusters Score -1.039497e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 94432 members 
Entering Unmasked Estep 
Score: -10395162.000000 Penalty: 5687.791504
	Iteration 19Q: 3 clusters Score -1.039516e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 94596 members 
Entering Unmasked Estep 
Score: -10395297.000000 Penalty: 5687.791504
	Iteration 20F: 3 clusters Score -1.03953e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 94703 members 
Entering Unmasked Estep 
Score: -10395378.000000 Penalty: 5687.791504
	Iteration 21Q: 3 clusters Score -1.039538e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 94765 members 
Entering Unmasked Estep 
Score: -10395412.000000 Penalty: 5687.791504
	Iteration 22Q: 3 clusters Score -1.039541e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 94820 members 
Entering Unmasked Estep 
Score: -10395459.000000 Penalty: 5687.791504
	Iteration 23Q: 3 clusters Score -1.039546e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 94863 members 
Entering Unmasked Estep 
Score: -10395471.000000 Penalty: 5687.791504
	Iteration 24Q: 3 clusters Score -1.039547e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 94899 members 
Entering Unmasked Estep 
Score: -10395498.000000 Penalty: 5687.791504
	Iteration 25Q: 3 clusters Score -1.03955e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 94924 members 
Entering Unmasked Estep 
Score: -10395498.000000 Penalty: 5687.791504
	Iteration 26Q: 3 clusters Score -1.03955e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 94943 members 
Entering Unmasked Estep 
Score: -10395532.000000 Penalty: 5687.791504
	Iteration 27Q: 3 clusters Score -1.039553e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 94965 members 
Entering Unmasked Estep 
Score: -10395563.000000 Penalty: 5687.791504
	Iteration 28Q: 3 clusters Score -1.039556e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 94982 members 
Entering Unmasked Estep 
Score: -10395598.000000 Penalty: 5687.791504
	Iteration 29Q: 3 clusters Score -1.03956e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 94991 members 
Entering Unmasked Estep 
Score: -10395607.000000 Penalty: 5687.791504
	Iteration 30Q: 3 clusters Score -1.039561e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 95005 members 
Entering Unmasked Estep 
Score: -10395607.000000 Penalty: 5687.791504
	Iteration 31Q: 3 clusters Score -1.039561e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 95013 members 
Entering Unmasked Estep 
Score: -10395607.000000 Penalty: 5687.791504
	Iteration 32Q: 3 clusters Score -1.039561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 95024 members 
Entering Unmasked Estep 
Score: -10395633.000000 Penalty: 5687.791504
	Iteration 33Q: 3 clusters Score -1.039563e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 95035 members 
Entering Unmasked Estep 
Score: -10395637.000000 Penalty: 5687.791504
	Iteration 34Q: 3 clusters Score -1.039564e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 95044 members 
Entering Unmasked Estep 
Score: -10395659.000000 Penalty: 5687.791504
	Iteration 35Q: 3 clusters Score -1.039566e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 95055 members 
Entering Unmasked Estep 
Score: -10395689.000000 Penalty: 5687.791504
	Iteration 36Q: 3 clusters Score -1.039569e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 95063 members 
Entering Unmasked Estep 
Score: -10395703.000000 Penalty: 5687.791504
	Iteration 37Q: 3 clusters Score -1.03957e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 95071 members 
Entering Unmasked Estep 
Score: -10395720.000000 Penalty: 5687.791504
	Iteration 38Q: 3 clusters Score -1.039572e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 95074 members 
Entering Unmasked Estep 
Score: -10395717.000000 Penalty: 5687.791504
	Iteration 39Q: 3 clusters Score -1.039572e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 95078 members 
Entering Unmasked Estep 
Score: -10395734.000000 Penalty: 5687.791504
	Iteration 40F: 3 clusters Score -1.039573e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 95081 members 
Entering Unmasked Estep 
Score: -10395748.000000 Penalty: 5687.791504
	Iteration 41Q: 3 clusters Score -1.039575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 95082 members 
Entering Unmasked Estep 
Score: -10395746.000000 Penalty: 5687.791504
	Iteration 42Q: 3 clusters Score -1.039575e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 95080 members 
Entering Unmasked Estep 
Score: -10395768.000000 Penalty: 5687.791504
	Iteration 43Q: 3 clusters Score -1.039577e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 95089 members 
Entering Unmasked Estep 
Score: -10395809.000000 Penalty: 5687.791504
	Iteration 44Q: 3 clusters Score -1.039581e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 95094 members 
Entering Unmasked Estep 
Score: -10395829.000000 Penalty: 5687.791504
	Iteration 45Q: 3 clusters Score -1.039583e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 95100 members 
Entering Unmasked Estep 
Score: -10395853.000000 Penalty: 5687.791504
	Iteration 46Q: 3 clusters Score -1.039585e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 95103 members 
Entering Unmasked Estep 
Score: -10395889.000000 Penalty: 5687.791504
	Iteration 47Q: 3 clusters Score -1.039589e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 95105 members 
Entering Unmasked Estep 
Score: -10395914.000000 Penalty: 5687.791504
	Iteration 48Q: 3 clusters Score -1.039591e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 95107 members 
Entering Unmasked Estep 
Score: -10395990.000000 Penalty: 5687.791504
	Iteration 49Q: 3 clusters Score -1.039599e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 95110 members 
Entering Unmasked Estep 
Score: -10396121.000000 Penalty: 5687.791504
	Iteration 50Q: 3 clusters Score -1.039612e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 95112 members 
Entering Unmasked Estep 
Score: -10396239.000000 Penalty: 5687.791504
	Iteration 51Q: 3 clusters Score -1.039624e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 95121 members 
Entering Unmasked Estep 
Score: -10396385.000000 Penalty: 5687.791504
	Iteration 52Q: 3 clusters Score -1.039638e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 95125 members 
Entering Unmasked Estep 
Score: -10396584.000000 Penalty: 5687.791504
	Iteration 53Q: 3 clusters Score -1.039658e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 95123 members 
Entering Unmasked Estep 
Score: -10396660.000000 Penalty: 5687.791504
	Iteration 54Q: 3 clusters Score -1.039666e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 95138 members 
Entering Unmasked Estep 
Score: -10396711.000000 Penalty: 5687.791504
	Iteration 55Q: 3 clusters Score -1.039671e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 95140 members 
Entering Unmasked Estep 
Score: -10396701.000000 Penalty: 5687.791504
	Iteration 56Q: 3 clusters Score -1.03967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 95135 members 
Entering Unmasked Estep 
Score: -10396719.000000 Penalty: 5687.791504
	Iteration 57Q: 3 clusters Score -1.039672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 95134 members 
Entering Unmasked Estep 
Score: -10396721.000000 Penalty: 5687.791504
	Iteration 58Q: 3 clusters Score -1.039672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 95132 members 
Entering Unmasked Estep 
Score: -10396723.000000 Penalty: 5687.791504
	Iteration 59Q: 3 clusters Score -1.039672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 95130 members 
Entering Unmasked Estep 
Score: -10396862.000000 Penalty: 5687.791504
	Iteration 60F: 3 clusters Score -1.039686e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 95059 members 
Entering Unmasked Estep 
Score: -10397017.000000 Penalty: 5687.791504
	Iteration 61Q: 3 clusters Score -1.039702e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 95006 members 
Entering Unmasked Estep 
Score: -10397108.000000 Penalty: 5687.791504
	Iteration 62Q: 3 clusters Score -1.039711e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 94974 members 
Entering Unmasked Estep 
Score: -10397144.000000 Penalty: 5687.791504
	Iteration 63Q: 3 clusters Score -1.039714e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 94949 members 
Entering Unmasked Estep 
Score: -10397189.000000 Penalty: 5687.791504
	Iteration 64Q: 3 clusters Score -1.039719e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 94899 members 
Entering Unmasked Estep 
Score: -10397307.000000 Penalty: 5687.791504
	Iteration 65Q: 3 clusters Score -1.039731e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 94834 members 
Entering Unmasked Estep 
Score: -10397395.000000 Penalty: 5687.791504
	Iteration 66Q: 3 clusters Score -1.03974e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 94797 members 
Entering Unmasked Estep 
Score: -10397428.000000 Penalty: 5687.791504
	Iteration 67Q: 3 clusters Score -1.039743e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 94777 members 
Entering Unmasked Estep 
Score: -10397445.000000 Penalty: 5687.791504
	Iteration 68Q: 3 clusters Score -1.039744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 94771 members 
Entering Unmasked Estep 
Score: -10397433.000000 Penalty: 5687.791504
	Iteration 69Q: 3 clusters Score -1.039743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 94769 members 
Entering Unmasked Estep 
Score: -10397434.000000 Penalty: 5687.791504
	Iteration 70Q: 3 clusters Score -1.039743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 94768 members 
Entering Unmasked Estep 
Score: -10397428.000000 Penalty: 5687.791504
	Iteration 71Q: 3 clusters Score -1.039743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 94767 members 
Entering Unmasked Estep 
Score: -10397431.000000 Penalty: 5687.791504
	Iteration 72Q: 3 clusters Score -1.039743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 94765 members 
Entering Unmasked Estep 
Score: -10397441.000000 Penalty: 5687.791504
	Iteration 73Q: 3 clusters Score -1.039744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 94764 members 
Entering Unmasked Estep 
Score: -10397438.000000 Penalty: 5687.791504
	Iteration 74Q: 3 clusters Score -1.039744e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 94764 members 
Entering Unmasked Estep 
Score: -10398210.000000 Penalty: 5687.791504
	Iteration 75F: 3 clusters Score -1.039821e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 94415 members 
Entering Unmasked Estep 
Score: -10400110.000000 Penalty: 5687.791504
	Iteration 76Q: 3 clusters Score -1.040011e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 94007 members 
Entering Unmasked Estep 
Score: -10400716.000000 Penalty: 5687.791504
	Iteration 77Q: 3 clusters Score -1.040072e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 93807 members 
Entering Unmasked Estep 
Score: -10400850.000000 Penalty: 5687.791504
	Iteration 78Q: 3 clusters Score -1.040085e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 93710 members 
Entering Unmasked Estep 
Score: -10400893.000000 Penalty: 5687.791504
	Iteration 79Q: 3 clusters Score -1.040089e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 93656 members 
Entering Unmasked Estep 
Score: -10400927.000000 Penalty: 5687.791504
	Iteration 80F: 3 clusters Score -1.040093e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 93616 members 
Entering Unmasked Estep 
Score: -10400941.000000 Penalty: 5687.791504
	Iteration 81Q: 3 clusters Score -1.040094e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 93593 members 
Entering Unmasked Estep 
Score: -10400944.000000 Penalty: 5687.791504
	Iteration 82Q: 3 clusters Score -1.040094e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 93583 members 
Entering Unmasked Estep 
Score: -10400949.000000 Penalty: 5687.791504
	Iteration 83Q: 3 clusters Score -1.040095e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 93575 members 
Entering Unmasked Estep 
Score: -10400951.000000 Penalty: 5687.791504
	Iteration 84Q: 3 clusters Score -1.040095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 93572 members 
Entering Unmasked Estep 
Score: -10400948.000000 Penalty: 5687.791504
	Iteration 85Q: 3 clusters Score -1.040095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 93572 members 
Entering Unmasked Estep 
Score: -10400954.000000 Penalty: 5687.791504
	Iteration 86Q: 3 clusters Score -1.040095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 93571 members 
Entering Unmasked Estep 
Score: -10400952.000000 Penalty: 5687.791504
	Iteration 87Q: 3 clusters Score -1.040095e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 93571 members 
Entering Unmasked Estep 
Score: -10400952.000000 Penalty: 5687.791504
	Iteration 88F: 3 clusters Score -1.040095e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 16532 members 
Mstep: Class 3 contains 11869 members 
Mstep: Class 4 contains 23500 members 
Mstep: Class 5 contains 6445 members 
Mstep: Class 6 contains 1971 members 
Mstep: Class 7 contains 81257 members 
Mstep: Class 8 contains 47616 members 
Mstep: Class 9 contains 33974 members 
Mstep: Class 10 contains 37122 members 
Mstep: Class 11 contains 25824 members 
Mstep: Class 12 contains 95888 members 
Mstep: Class 13 contains 26381 members 
Mstep: Class 14 contains 19404 members 
Mstep: Class 15 contains 28509 members 
Mstep: Class 16 contains 1789 members 
Mstep: Class 17 contains 2010 members 
Mstep: Class 18 contains 25197 members 
Mstep: Class 19 contains 11344 members 
Mstep: Class 20 contains 14341 members 
Mstep: Class 21 contains 16219 members 
Mstep: Class 22 contains 818 members 
Mstep: Class 23 contains 93571 members 
Entering Unmasked Estep 
Score: -64554496.000000 Penalty: 76330.757812
Splitting cluster 6 changes total score from -64530308.000000 to -64554496.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (81257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81257 members 
Entering Unmasked Estep 
Score: -8687795.000000 Penalty: 2803.732422
	Iteration 0F: 2 clusters Score -8687795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
Score: -8633625.000000 Penalty: 5607.464844
	Iteration 0F: 3 clusters Score -8633625 nChanged 38349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
Score: -8661687.000000 Penalty: 5607.464844
	Iteration 1F: 3 clusters Score -8661687 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -8672690.000000 Penalty: 5607.464844
	Iteration 2F: 3 clusters Score -8672690 nChanged 9499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 47636 members 
Entering Unmasked Estep 
Score: -8686726.000000 Penalty: 5607.464844
	Iteration 3F: 3 clusters Score -8686726 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 51789 members 
Entering Unmasked Estep 
Score: -8695713.000000 Penalty: 5607.464844
	Iteration 4F: 3 clusters Score -8695713 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 55032 members 
Entering Unmasked Estep 
Score: -8700305.000000 Penalty: 5607.464844
	Iteration 5F: 3 clusters Score -8700305 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 57512 members 
Entering Unmasked Estep 
Score: -8703291.000000 Penalty: 5607.464844
	Iteration 6Q: 3 clusters Score -8703291 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 59460 members 
Entering Unmasked Estep 
Score: -8705611.000000 Penalty: 5607.464844
	Iteration 7Q: 3 clusters Score -8705611 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 61043 members 
Entering Unmasked Estep 
Score: -8707313.000000 Penalty: 5607.464844
	Iteration 8Q: 3 clusters Score -8707313 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 62223 members 
Entering Unmasked Estep 
Score: -8708244.000000 Penalty: 5607.464844
	Iteration 9Q: 3 clusters Score -8708244 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 63039 members 
Entering Unmasked Estep 
Score: -8708656.000000 Penalty: 5607.464844
	Iteration 10Q: 3 clusters Score -8708656 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 63581 members 
Entering Unmasked Estep 
Score: -8708875.000000 Penalty: 5607.464844
	Iteration 11Q: 3 clusters Score -8708875 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 63965 members 
Entering Unmasked Estep 
Score: -8708991.000000 Penalty: 5607.464844
	Iteration 12Q: 3 clusters Score -8708991 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 64247 members 
Entering Unmasked Estep 
Score: -8709031.000000 Penalty: 5607.464844
	Iteration 13Q: 3 clusters Score -8709031 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 64474 members 
Entering Unmasked Estep 
Score: -8709048.000000 Penalty: 5607.464844
	Iteration 14Q: 3 clusters Score -8709048 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 64648 members 
Entering Unmasked Estep 
Score: -8709080.000000 Penalty: 5607.464844
	Iteration 15Q: 3 clusters Score -8709080 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 64784 members 
Entering Unmasked Estep 
Score: -8709126.000000 Penalty: 5607.464844
	Iteration 16Q: 3 clusters Score -8709126 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 64893 members 
Entering Unmasked Estep 
Score: -8709145.000000 Penalty: 5607.464844
	Iteration 17Q: 3 clusters Score -8709145 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 64984 members 
Entering Unmasked Estep 
Score: -8709157.000000 Penalty: 5607.464844
	Iteration 18Q: 3 clusters Score -8709157 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 65048 members 
Entering Unmasked Estep 
Score: -8709167.000000 Penalty: 5607.464844
	Iteration 19Q: 3 clusters Score -8709167 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 65106 members 
Entering Unmasked Estep 
Score: -8709185.000000 Penalty: 5607.464844
	Iteration 20F: 3 clusters Score -8709185 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 65158 members 
Entering Unmasked Estep 
Score: -8709182.000000 Penalty: 5607.464844
	Iteration 21Q: 3 clusters Score -8709182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 65197 members 
Entering Unmasked Estep 
Score: -8709178.000000 Penalty: 5607.464844
	Iteration 22Q: 3 clusters Score -8709178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 65232 members 
Entering Unmasked Estep 
Score: -8709174.000000 Penalty: 5607.464844
	Iteration 23Q: 3 clusters Score -8709174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 65261 members 
Entering Unmasked Estep 
Score: -8709174.000000 Penalty: 5607.464844
	Iteration 24Q: 3 clusters Score -8709174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 65287 members 
Entering Unmasked Estep 
Score: -8709187.000000 Penalty: 5607.464844
	Iteration 25Q: 3 clusters Score -8709187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 65308 members 
Entering Unmasked Estep 
Score: -8709192.000000 Penalty: 5607.464844
	Iteration 26Q: 3 clusters Score -8709192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 65329 members 
Entering Unmasked Estep 
Score: -8709200.000000 Penalty: 5607.464844
	Iteration 27Q: 3 clusters Score -8709200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 65345 members 
Entering Unmasked Estep 
Score: -8709202.000000 Penalty: 5607.464844
	Iteration 28Q: 3 clusters Score -8709202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 65359 members 
Entering Unmasked Estep 
Score: -8709197.000000 Penalty: 5607.464844
	Iteration 29Q: 3 clusters Score -8709197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 65377 members 
Entering Unmasked Estep 
Score: -8709194.000000 Penalty: 5607.464844
	Iteration 30Q: 3 clusters Score -8709194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 65392 members 
Entering Unmasked Estep 
Score: -8709191.000000 Penalty: 5607.464844
	Iteration 31Q: 3 clusters Score -8709191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 65402 members 
Entering Unmasked Estep 
Score: -8709197.000000 Penalty: 5607.464844
	Iteration 32Q: 3 clusters Score -8709197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 65411 members 
Entering Unmasked Estep 
Score: -8709198.000000 Penalty: 5607.464844
	Iteration 33Q: 3 clusters Score -8709198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 65418 members 
Entering Unmasked Estep 
Score: -8709206.000000 Penalty: 5607.464844
	Iteration 34Q: 3 clusters Score -8709206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 65424 members 
Entering Unmasked Estep 
Score: -8709211.000000 Penalty: 5607.464844
	Iteration 35Q: 3 clusters Score -8709211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 65426 members 
Entering Unmasked Estep 
Score: -8709216.000000 Penalty: 5607.464844
	Iteration 36Q: 3 clusters Score -8709216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 65427 members 
Entering Unmasked Estep 
Score: -8709223.000000 Penalty: 5607.464844
	Iteration 37Q: 3 clusters Score -8709223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 65428 members 
Entering Unmasked Estep 
Score: -8709218.000000 Penalty: 5607.464844
	Iteration 38Q: 3 clusters Score -8709218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 65428 members 
Entering Unmasked Estep 
Score: -8709218.000000 Penalty: 5607.464844
	Iteration 39F: 3 clusters Score -8709218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 16532 members 
Mstep: Class 3 contains 11869 members 
Mstep: Class 4 contains 23500 members 
Mstep: Class 5 contains 6445 members 
Mstep: Class 6 contains 1971 members 
Mstep: Class 7 contains 15829 members 
Mstep: Class 8 contains 47616 members 
Mstep: Class 9 contains 33974 members 
Mstep: Class 10 contains 37122 members 
Mstep: Class 11 contains 25824 members 
Mstep: Class 12 contains 95888 members 
Mstep: Class 13 contains 26381 members 
Mstep: Class 14 contains 19404 members 
Mstep: Class 15 contains 28509 members 
Mstep: Class 16 contains 1789 members 
Mstep: Class 17 contains 2010 members 
Mstep: Class 18 contains 25197 members 
Mstep: Class 19 contains 11344 members 
Mstep: Class 20 contains 14341 members 
Mstep: Class 21 contains 16219 members 
Mstep: Class 22 contains 818 members 
Mstep: Class 23 contains 93571 members 
Mstep: Class 24 contains 65428 members 
Entering Unmasked Estep 
Score: -64575320.000000 Penalty: 79649.484375
Splitting cluster 7 changes total score from -64530308.000000 to -64575320.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (47616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Entering Unmasked Estep 
Score: -4647082.000000 Penalty: 2671.189209
	Iteration 0F: 2 clusters Score -4647082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -4614955.000000 Penalty: 5342.378418
	Iteration 0F: 3 clusters Score -4614955 nChanged 21924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -4627614.500000 Penalty: 5342.378418
	Iteration 1F: 3 clusters Score -4627614 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -4628753.000000 Penalty: 5342.378418
	Iteration 2F: 3 clusters Score -4628753 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -4630319.000000 Penalty: 5342.378418
	Iteration 3F: 3 clusters Score -4630319 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -4632353.500000 Penalty: 5342.378418
	Iteration 4F: 3 clusters Score -4632354 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -4634744.000000 Penalty: 5342.378418
	Iteration 5F: 3 clusters Score -4634744 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -4637251.000000 Penalty: 5342.378418
	Iteration 6F: 3 clusters Score -4637251 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -4639371.000000 Penalty: 5342.378418
	Iteration 7F: 3 clusters Score -4639371 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -4640826.000000 Penalty: 5342.378418
	Iteration 8Q: 3 clusters Score -4640826 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -4641774.500000 Penalty: 5342.378418
	Iteration 9Q: 3 clusters Score -4641774 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -4642343.000000 Penalty: 5342.378418
	Iteration 10Q: 3 clusters Score -4642343 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -4642756.500000 Penalty: 5342.378418
	Iteration 11Q: 3 clusters Score -4642756 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -4643155.000000 Penalty: 5342.378418
	Iteration 12Q: 3 clusters Score -4643155 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -4643571.000000 Penalty: 5342.378418
	Iteration 13Q: 3 clusters Score -4643571 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -4643921.000000 Penalty: 5342.378418
	Iteration 14Q: 3 clusters Score -4643921 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -4644206.000000 Penalty: 5342.378418
	Iteration 15Q: 3 clusters Score -4644206 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -4644511.000000 Penalty: 5342.378418
	Iteration 16Q: 3 clusters Score -4644511 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -4644871.000000 Penalty: 5342.378418
	Iteration 17Q: 3 clusters Score -4644871 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -4645247.500000 Penalty: 5342.378418
	Iteration 18Q: 3 clusters Score -4645248 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36327 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -4645676.000000 Penalty: 5342.378418
	Iteration 19Q: 3 clusters Score -4645676 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -4646053.500000 Penalty: 5342.378418
	Iteration 20F: 3 clusters Score -4646054 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -4646463.000000 Penalty: 5342.378418
	Iteration 21Q: 3 clusters Score -4646463 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -4646902.000000 Penalty: 5342.378418
	Iteration 22Q: 3 clusters Score -4646902 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -4647282.000000 Penalty: 5342.378418
	Iteration 23Q: 3 clusters Score -4647282 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -4647558.000000 Penalty: 5342.378418
	Iteration 24Q: 3 clusters Score -4647558 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -4647732.500000 Penalty: 5342.378418
	Iteration 25Q: 3 clusters Score -4647732 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -4647834.500000 Penalty: 5342.378418
	Iteration 26Q: 3 clusters Score -4647834 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -4647875.000000 Penalty: 5342.378418
	Iteration 27Q: 3 clusters Score -4647875 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -4647910.500000 Penalty: 5342.378418
	Iteration 28Q: 3 clusters Score -4647910 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -4647914.000000 Penalty: 5342.378418
	Iteration 29Q: 3 clusters Score -4647914 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37849 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -4647933.500000 Penalty: 5342.378418
	Iteration 30Q: 3 clusters Score -4647934 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -4647929.000000 Penalty: 5342.378418
	Iteration 31Q: 3 clusters Score -4647929 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -4647932.500000 Penalty: 5342.378418
	Iteration 32Q: 3 clusters Score -4647932 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -4647946.000000 Penalty: 5342.378418
	Iteration 33Q: 3 clusters Score -4647946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -4647942.500000 Penalty: 5342.378418
	Iteration 34Q: 3 clusters Score -4647942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -4647939.000000 Penalty: 5342.378418
	Iteration 35Q: 3 clusters Score -4647939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -4647944.000000 Penalty: 5342.378418
	Iteration 36Q: 3 clusters Score -4647944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -4647943.500000 Penalty: 5342.378418
	Iteration 37Q: 3 clusters Score -4647944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -4647946.000000 Penalty: 5342.378418
	Iteration 38Q: 3 clusters Score -4647946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -4647945.500000 Penalty: 5342.378418
	Iteration 39Q: 3 clusters Score -4647946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -4647946.500000 Penalty: 5342.378418
	Iteration 40F: 3 clusters Score -4647946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -4647942.000000 Penalty: 5342.378418
	Iteration 41Q: 3 clusters Score -4647942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -4647944.000000 Penalty: 5342.378418
	Iteration 42Q: 3 clusters Score -4647944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -4647946.000000 Penalty: 5342.378418
	Iteration 43Q: 3 clusters Score -4647946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -4647945.000000 Penalty: 5342.378418
	Iteration 44Q: 3 clusters Score -4647945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -4647942.000000 Penalty: 5342.378418
	Iteration 45Q: 3 clusters Score -4647942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -4647945.000000 Penalty: 5342.378418
	Iteration 46Q: 3 clusters Score -4647945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -4647947.000000 Penalty: 5342.378418
	Iteration 47Q: 3 clusters Score -4647947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -4647944.500000 Penalty: 5342.378418
	Iteration 48Q: 3 clusters Score -4647944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37916 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -4647949.500000 Penalty: 5342.378418
	Iteration 49Q: 3 clusters Score -4647950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -4647950.000000 Penalty: 5342.378418
	Iteration 50Q: 3 clusters Score -4647950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -4647950.500000 Penalty: 5342.378418
	Iteration 51Q: 3 clusters Score -4647950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -4647951.500000 Penalty: 5342.378418
	Iteration 52Q: 3 clusters Score -4647952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -4647950.000000 Penalty: 5342.378418
	Iteration 53Q: 3 clusters Score -4647950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -4647950.000000 Penalty: 5342.378418
	Iteration 54F: 3 clusters Score -4647950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 16532 members 
Mstep: Class 3 contains 11869 members 
Mstep: Class 4 contains 23500 members 
Mstep: Class 5 contains 6445 members 
Mstep: Class 6 contains 1971 members 
Mstep: Class 7 contains 15829 members 
Mstep: Class 8 contains 37911 members 
Mstep: Class 9 contains 33974 members 
Mstep: Class 10 contains 37122 members 
Mstep: Class 11 contains 25824 members 
Mstep: Class 12 contains 95888 members 
Mstep: Class 13 contains 26381 members 
Mstep: Class 14 contains 19404 members 
Mstep: Class 15 contains 28509 members 
Mstep: Class 16 contains 1789 members 
Mstep: Class 17 contains 2010 members 
Mstep: Class 18 contains 25197 members 
Mstep: Class 19 contains 11344 members 
Mstep: Class 20 contains 14341 members 
Mstep: Class 21 contains 16219 members 
Mstep: Class 22 contains 818 members 
Mstep: Class 23 contains 93571 members 
Mstep: Class 24 contains 65428 members 
Mstep: Class 25 contains 9705 members 
Entering Unmasked Estep 
Score: -64575452.000000 Penalty: 82968.218750
Splitting cluster 8 changes total score from -64530308.000000 to -64575452.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (33974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Entering Unmasked Estep 
Score: -2787965.000000 Penalty: 2587.470947
	Iteration 0F: 2 clusters Score -2787965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2765066.500000 Penalty: 5174.941895
	Iteration 0F: 3 clusters Score -2765066 nChanged 15327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -2774700.250000 Penalty: 5174.941895
	Iteration 1F: 3 clusters Score -2774700 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -2776656.750000 Penalty: 5174.941895
	Iteration 2F: 3 clusters Score -2776657 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -2778888.750000 Penalty: 5174.941895
	Iteration 3F: 3 clusters Score -2778889 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2781137.750000 Penalty: 5174.941895
	Iteration 4F: 3 clusters Score -2781138 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -2783060.250000 Penalty: 5174.941895
	Iteration 5F: 3 clusters Score -2783060 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2784541.500000 Penalty: 5174.941895
	Iteration 6F: 3 clusters Score -2784542 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2785628.750000 Penalty: 5174.941895
	Iteration 7Q: 3 clusters Score -2785629 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2786346.500000 Penalty: 5174.941895
	Iteration 8Q: 3 clusters Score -2786346 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2786817.750000 Penalty: 5174.941895
	Iteration 9Q: 3 clusters Score -2786818 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2787095.500000 Penalty: 5174.941895
	Iteration 10Q: 3 clusters Score -2787096 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2787300.250000 Penalty: 5174.941895
	Iteration 11Q: 3 clusters Score -2787300 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2787408.250000 Penalty: 5174.941895
	Iteration 12Q: 3 clusters Score -2787408 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -2787506.500000 Penalty: 5174.941895
	Iteration 13Q: 3 clusters Score -2787506 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -2787563.000000 Penalty: 5174.941895
	Iteration 14Q: 3 clusters Score -2787563 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2787604.500000 Penalty: 5174.941895
	Iteration 15Q: 3 clusters Score -2787604 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2787641.750000 Penalty: 5174.941895
	Iteration 16Q: 3 clusters Score -2787642 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2787680.750000 Penalty: 5174.941895
	Iteration 17Q: 3 clusters Score -2787681 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -2787707.250000 Penalty: 5174.941895
	Iteration 18Q: 3 clusters Score -2787707 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2787731.500000 Penalty: 5174.941895
	Iteration 19Q: 3 clusters Score -2787732 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -2787759.000000 Penalty: 5174.941895
	Iteration 20F: 3 clusters Score -2787759 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2787778.250000 Penalty: 5174.941895
	Iteration 21Q: 3 clusters Score -2787778 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -2787790.250000 Penalty: 5174.941895
	Iteration 22Q: 3 clusters Score -2787790 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -2787799.500000 Penalty: 5174.941895
	Iteration 23Q: 3 clusters Score -2787800 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2787811.750000 Penalty: 5174.941895
	Iteration 24Q: 3 clusters Score -2787812 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -2787822.750000 Penalty: 5174.941895
	Iteration 25Q: 3 clusters Score -2787823 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2787825.000000 Penalty: 5174.941895
	Iteration 26Q: 3 clusters Score -2787825 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2787822.750000 Penalty: 5174.941895
	Iteration 27Q: 3 clusters Score -2787823 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -2787835.000000 Penalty: 5174.941895
	Iteration 28Q: 3 clusters Score -2787835 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2787842.000000 Penalty: 5174.941895
	Iteration 29Q: 3 clusters Score -2787842 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2787847.750000 Penalty: 5174.941895
	Iteration 30Q: 3 clusters Score -2787848 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -2787841.250000 Penalty: 5174.941895
	Iteration 31Q: 3 clusters Score -2787841 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2787847.750000 Penalty: 5174.941895
	Iteration 32Q: 3 clusters Score -2787848 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2787857.000000 Penalty: 5174.941895
	Iteration 33Q: 3 clusters Score -2787857 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2787858.500000 Penalty: 5174.941895
	Iteration 34Q: 3 clusters Score -2787858 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2787865.250000 Penalty: 5174.941895
	Iteration 35Q: 3 clusters Score -2787865 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2787865.750000 Penalty: 5174.941895
	Iteration 36Q: 3 clusters Score -2787866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2787864.250000 Penalty: 5174.941895
	Iteration 37Q: 3 clusters Score -2787864 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -2787862.750000 Penalty: 5174.941895
	Iteration 38Q: 3 clusters Score -2787863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2787864.500000 Penalty: 5174.941895
	Iteration 39Q: 3 clusters Score -2787864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2787876.750000 Penalty: 5174.941895
	Iteration 40F: 3 clusters Score -2787877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -2787874.750000 Penalty: 5174.941895
	Iteration 41Q: 3 clusters Score -2787875 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2787879.000000 Penalty: 5174.941895
	Iteration 42Q: 3 clusters Score -2787879 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2787878.500000 Penalty: 5174.941895
	Iteration 43Q: 3 clusters Score -2787878 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -2787884.250000 Penalty: 5174.941895
	Iteration 44Q: 3 clusters Score -2787884 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2787880.250000 Penalty: 5174.941895
	Iteration 45Q: 3 clusters Score -2787880 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2787878.250000 Penalty: 5174.941895
	Iteration 46Q: 3 clusters Score -2787878 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2787875.750000 Penalty: 5174.941895
	Iteration 47Q: 3 clusters Score -2787876 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2787880.250000 Penalty: 5174.941895
	Iteration 48Q: 3 clusters Score -2787880 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2787880.500000 Penalty: 5174.941895
	Iteration 49Q: 3 clusters Score -2787880 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -2787894.500000 Penalty: 5174.941895
	Iteration 50Q: 3 clusters Score -2787894 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2787888.500000 Penalty: 5174.941895
	Iteration 51Q: 3 clusters Score -2787888 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -2787893.000000 Penalty: 5174.941895
	Iteration 52Q: 3 clusters Score -2787893 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2787899.750000 Penalty: 5174.941895
	Iteration 53Q: 3 clusters Score -2787900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2787898.750000 Penalty: 5174.941895
	Iteration 54Q: 3 clusters Score -2787899 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -2787892.500000 Penalty: 5174.941895
	Iteration 55Q: 3 clusters Score -2787892 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2787894.500000 Penalty: 5174.941895
	Iteration 56Q: 3 clusters Score -2787894 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -2787894.750000 Penalty: 5174.941895
	Iteration 57Q: 3 clusters Score -2787895 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2787896.500000 Penalty: 5174.941895
	Iteration 58Q: 3 clusters Score -2787896 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2787896.750000 Penalty: 5174.941895
	Iteration 59Q: 3 clusters Score -2787897 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -2787905.250000 Penalty: 5174.941895
	Iteration 60F: 3 clusters Score -2787905 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -2787910.750000 Penalty: 5174.941895
	Iteration 61Q: 3 clusters Score -2787911 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -2787917.000000 Penalty: 5174.941895
	Iteration 62Q: 3 clusters Score -2787917 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2787923.000000 Penalty: 5174.941895
	Iteration 63Q: 3 clusters Score -2787923 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2787924.750000 Penalty: 5174.941895
	Iteration 64Q: 3 clusters Score -2787925 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2787929.250000 Penalty: 5174.941895
	Iteration 65Q: 3 clusters Score -2787929 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2787924.750000 Penalty: 5174.941895
	Iteration 66Q: 3 clusters Score -2787925 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2787930.750000 Penalty: 5174.941895
	Iteration 67Q: 3 clusters Score -2787931 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2787932.000000 Penalty: 5174.941895
	Iteration 68Q: 3 clusters Score -2787932 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2787940.250000 Penalty: 5174.941895
	Iteration 69Q: 3 clusters Score -2787940 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2787932.750000 Penalty: 5174.941895
	Iteration 70Q: 3 clusters Score -2787933 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -2787939.500000 Penalty: 5174.941895
	Iteration 71Q: 3 clusters Score -2787940 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -2787941.000000 Penalty: 5174.941895
	Iteration 72Q: 3 clusters Score -2787941 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2787947.250000 Penalty: 5174.941895
	Iteration 73Q: 3 clusters Score -2787947 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2787947.500000 Penalty: 5174.941895
	Iteration 74Q: 3 clusters Score -2787948 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2787952.000000 Penalty: 5174.941895
	Iteration 75Q: 3 clusters Score -2787952 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2787953.000000 Penalty: 5174.941895
	Iteration 76Q: 3 clusters Score -2787953 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -2787963.750000 Penalty: 5174.941895
	Iteration 77Q: 3 clusters Score -2787964 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2787959.500000 Penalty: 5174.941895
	Iteration 78Q: 3 clusters Score -2787960 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2787974.500000 Penalty: 5174.941895
	Iteration 79Q: 3 clusters Score -2787974 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2787971.500000 Penalty: 5174.941895
	Iteration 80F: 3 clusters Score -2787972 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2787979.750000 Penalty: 5174.941895
	Iteration 81Q: 3 clusters Score -2787980 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2787998.250000 Penalty: 5174.941895
	Iteration 82Q: 3 clusters Score -2787998 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2787997.000000 Penalty: 5174.941895
	Iteration 83Q: 3 clusters Score -2787997 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2787995.750000 Penalty: 5174.941895
	Iteration 84Q: 3 clusters Score -2787996 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2787994.250000 Penalty: 5174.941895
	Iteration 85Q: 3 clusters Score -2787994 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -2788002.250000 Penalty: 5174.941895
	Iteration 86Q: 3 clusters Score -2788002 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -2788012.750000 Penalty: 5174.941895
	Iteration 87Q: 3 clusters Score -2788013 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -2788013.250000 Penalty: 5174.941895
	Iteration 88Q: 3 clusters Score -2788013 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2788030.750000 Penalty: 5174.941895
	Iteration 89Q: 3 clusters Score -2788031 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2788046.000000 Penalty: 5174.941895
	Iteration 90Q: 3 clusters Score -2788046 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2788057.500000 Penalty: 5174.941895
	Iteration 91Q: 3 clusters Score -2788058 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2788068.000000 Penalty: 5174.941895
	Iteration 92Q: 3 clusters Score -2788068 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2788061.750000 Penalty: 5174.941895
	Iteration 93Q: 3 clusters Score -2788062 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -2788075.000000 Penalty: 5174.941895
	Iteration 94Q: 3 clusters Score -2788075 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -2788088.500000 Penalty: 5174.941895
	Iteration 95Q: 3 clusters Score -2788088 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2788091.500000 Penalty: 5174.941895
	Iteration 96Q: 3 clusters Score -2788092 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -2788102.750000 Penalty: 5174.941895
	Iteration 97Q: 3 clusters Score -2788103 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2788116.750000 Penalty: 5174.941895
	Iteration 98Q: 3 clusters Score -2788117 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -2788137.000000 Penalty: 5174.941895
	Iteration 99Q: 3 clusters Score -2788137 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2788157.250000 Penalty: 5174.941895
	Iteration 100F: 3 clusters Score -2788157 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2788179.500000 Penalty: 5174.941895
	Iteration 101Q: 3 clusters Score -2788180 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2788196.000000 Penalty: 5174.941895
	Iteration 102Q: 3 clusters Score -2788196 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2788219.750000 Penalty: 5174.941895
	Iteration 103Q: 3 clusters Score -2788220 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2788230.250000 Penalty: 5174.941895
	Iteration 104Q: 3 clusters Score -2788230 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2788251.500000 Penalty: 5174.941895
	Iteration 105Q: 3 clusters Score -2788252 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -2788274.750000 Penalty: 5174.941895
	Iteration 106Q: 3 clusters Score -2788275 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -2788287.250000 Penalty: 5174.941895
	Iteration 107Q: 3 clusters Score -2788287 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2788317.500000 Penalty: 5174.941895
	Iteration 108Q: 3 clusters Score -2788318 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -2788353.500000 Penalty: 5174.941895
	Iteration 109Q: 3 clusters Score -2788354 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2788399.000000 Penalty: 5174.941895
	Iteration 110Q: 3 clusters Score -2788399 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -2788435.250000 Penalty: 5174.941895
	Iteration 111Q: 3 clusters Score -2788435 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -2788477.750000 Penalty: 5174.941895
	Iteration 112Q: 3 clusters Score -2788478 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2788520.750000 Penalty: 5174.941895
	Iteration 113Q: 3 clusters Score -2788521 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -2788585.250000 Penalty: 5174.941895
	Iteration 114Q: 3 clusters Score -2788585 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -2788671.750000 Penalty: 5174.941895
	Iteration 115Q: 3 clusters Score -2788672 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -2788736.250000 Penalty: 5174.941895
	Iteration 116Q: 3 clusters Score -2788736 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2788809.750000 Penalty: 5174.941895
	Iteration 117Q: 3 clusters Score -2788810 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -2788884.250000 Penalty: 5174.941895
	Iteration 118Q: 3 clusters Score -2788884 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -2788974.000000 Penalty: 5174.941895
	Iteration 119Q: 3 clusters Score -2788974 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -2789047.000000 Penalty: 5174.941895
	Iteration 120F: 3 clusters Score -2789047 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -2789104.250000 Penalty: 5174.941895
	Iteration 121Q: 3 clusters Score -2789104 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -2789172.000000 Penalty: 5174.941895
	Iteration 122Q: 3 clusters Score -2789172 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -2789243.250000 Penalty: 5174.941895
	Iteration 123Q: 3 clusters Score -2789243 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -2789279.750000 Penalty: 5174.941895
	Iteration 124Q: 3 clusters Score -2789280 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -2789336.500000 Penalty: 5174.941895
	Iteration 125Q: 3 clusters Score -2789336 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -2789369.750000 Penalty: 5174.941895
	Iteration 126Q: 3 clusters Score -2789370 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -2789398.000000 Penalty: 5174.941895
	Iteration 127Q: 3 clusters Score -2789398 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -2789420.750000 Penalty: 5174.941895
	Iteration 128Q: 3 clusters Score -2789421 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -2789464.250000 Penalty: 5174.941895
	Iteration 129Q: 3 clusters Score -2789464 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -2789494.500000 Penalty: 5174.941895
	Iteration 130Q: 3 clusters Score -2789494 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -2789510.000000 Penalty: 5174.941895
	Iteration 131Q: 3 clusters Score -2789510 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -2789538.000000 Penalty: 5174.941895
	Iteration 132Q: 3 clusters Score -2789538 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -2789544.500000 Penalty: 5174.941895
	Iteration 133Q: 3 clusters Score -2789544 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -2789558.750000 Penalty: 5174.941895
	Iteration 134Q: 3 clusters Score -2789559 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -2789565.000000 Penalty: 5174.941895
	Iteration 135Q: 3 clusters Score -2789565 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -2789568.500000 Penalty: 5174.941895
	Iteration 136Q: 3 clusters Score -2789568 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -2789576.250000 Penalty: 5174.941895
	Iteration 137Q: 3 clusters Score -2789576 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -2789583.750000 Penalty: 5174.941895
	Iteration 138Q: 3 clusters Score -2789584 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -2789591.500000 Penalty: 5174.941895
	Iteration 139Q: 3 clusters Score -2789592 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -2789585.500000 Penalty: 5174.941895
	Iteration 140F: 3 clusters Score -2789586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -2789601.000000 Penalty: 5174.941895
	Iteration 141Q: 3 clusters Score -2789601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -2789590.750000 Penalty: 5174.941895
	Iteration 142Q: 3 clusters Score -2789591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -2789590.000000 Penalty: 5174.941895
	Iteration 143Q: 3 clusters Score -2789590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -2789593.750000 Penalty: 5174.941895
	Iteration 144Q: 3 clusters Score -2789594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -2789595.250000 Penalty: 5174.941895
	Iteration 145Q: 3 clusters Score -2789595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -2789588.250000 Penalty: 5174.941895
	Iteration 146Q: 3 clusters Score -2789588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -2789596.750000 Penalty: 5174.941895
	Iteration 147Q: 3 clusters Score -2789597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -2789589.250000 Penalty: 5174.941895
	Iteration 148Q: 3 clusters Score -2789589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -2789589.250000 Penalty: 5174.941895
	Iteration 149Q: 3 clusters Score -2789589 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -2789593.500000 Penalty: 5174.941895
	Iteration 150Q: 3 clusters Score -2789594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -2789587.250000 Penalty: 5174.941895
	Iteration 151Q: 3 clusters Score -2789587 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -2789588.500000 Penalty: 5174.941895
	Iteration 152Q: 3 clusters Score -2789588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -2789596.250000 Penalty: 5174.941895
	Iteration 153Q: 3 clusters Score -2789596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -2789594.750000 Penalty: 5174.941895
	Iteration 154Q: 3 clusters Score -2789595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -2789591.000000 Penalty: 5174.941895
	Iteration 155Q: 3 clusters Score -2789591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -2789588.750000 Penalty: 5174.941895
	Iteration 156Q: 3 clusters Score -2789589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -2789594.000000 Penalty: 5174.941895
	Iteration 157Q: 3 clusters Score -2789594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -2789599.750000 Penalty: 5174.941895
	Iteration 158Q: 3 clusters Score -2789600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -2789604.750000 Penalty: 5174.941895
	Iteration 159Q: 3 clusters Score -2789605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -2789596.250000 Penalty: 5174.941895
	Iteration 160F: 3 clusters Score -2789596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -2789599.250000 Penalty: 5174.941895
	Iteration 161Q: 3 clusters Score -2789599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -2789598.500000 Penalty: 5174.941895
	Iteration 162Q: 3 clusters Score -2789598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -2789605.000000 Penalty: 5174.941895
	Iteration 163Q: 3 clusters Score -2789605 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -2789603.750000 Penalty: 5174.941895
	Iteration 164Q: 3 clusters Score -2789604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -2789605.250000 Penalty: 5174.941895
	Iteration 165Q: 3 clusters Score -2789605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -2789609.750000 Penalty: 5174.941895
	Iteration 166Q: 3 clusters Score -2789610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -2789614.250000 Penalty: 5174.941895
	Iteration 167Q: 3 clusters Score -2789614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -2789612.500000 Penalty: 5174.941895
	Iteration 168Q: 3 clusters Score -2789612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -2789615.750000 Penalty: 5174.941895
	Iteration 169Q: 3 clusters Score -2789616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -2789615.500000 Penalty: 5174.941895
	Iteration 170Q: 3 clusters Score -2789616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -2789614.250000 Penalty: 5174.941895
	Iteration 171Q: 3 clusters Score -2789614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -2789615.250000 Penalty: 5174.941895
	Iteration 172Q: 3 clusters Score -2789615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -2789610.250000 Penalty: 5174.941895
	Iteration 173Q: 3 clusters Score -2789610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -2789611.500000 Penalty: 5174.941895
	Iteration 174Q: 3 clusters Score -2789612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -2789611.000000 Penalty: 5174.941895
	Iteration 175Q: 3 clusters Score -2789611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -2789611.000000 Penalty: 5174.941895
	Iteration 176F: 3 clusters Score -2789611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 16532 members 
Mstep: Class 3 contains 11869 members 
Mstep: Class 4 contains 23500 members 
Mstep: Class 5 contains 6445 members 
Mstep: Class 6 contains 1971 members 
Mstep: Class 7 contains 15829 members 
Mstep: Class 8 contains 37911 members 
Mstep: Class 9 contains 9954 members 
Mstep: Class 10 contains 37122 members 
Mstep: Class 11 contains 25824 members 
Mstep: Class 12 contains 95888 members 
Mstep: Class 13 contains 26381 members 
Mstep: Class 14 contains 19404 members 
Mstep: Class 15 contains 28509 members 
Mstep: Class 16 contains 1789 members 
Mstep: Class 17 contains 2010 members 
Mstep: Class 18 contains 25197 members 
Mstep: Class 19 contains 11344 members 
Mstep: Class 20 contains 14341 members 
Mstep: Class 21 contains 16219 members 
Mstep: Class 22 contains 818 members 
Mstep: Class 23 contains 93571 members 
Mstep: Class 24 contains 65428 members 
Mstep: Class 25 contains 9705 members 
Mstep: Class 26 contains 24020 members 
Entering Unmasked Estep 
Score: -64576216.000000 Penalty: 86286.945312
Splitting cluster 9 changes total score from -64530308.000000 to -64576216.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (37122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Entering Unmasked Estep 
Score: -3901297.250000 Penalty: 2609.447266
	Iteration 0F: 2 clusters Score -3901297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -3876046.000000 Penalty: 5218.894531
	Iteration 0F: 3 clusters Score -3876046 nChanged 17027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -3886634.000000 Penalty: 5218.894531
	Iteration 1F: 3 clusters Score -3886634 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -3891838.000000 Penalty: 5218.894531
	Iteration 2F: 3 clusters Score -3891838 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -3900659.000000 Penalty: 5218.894531
	Iteration 3F: 3 clusters Score -3900659 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -3907755.500000 Penalty: 5218.894531
	Iteration 4F: 3 clusters Score -3907756 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -3910993.000000 Penalty: 5218.894531
	Iteration 5F: 3 clusters Score -3910993 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -3912103.750000 Penalty: 5218.894531
	Iteration 6Q: 3 clusters Score -3912104 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -3912548.750000 Penalty: 5218.894531
	Iteration 7Q: 3 clusters Score -3912549 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -3912684.750000 Penalty: 5218.894531
	Iteration 8Q: 3 clusters Score -3912685 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -3912752.750000 Penalty: 5218.894531
	Iteration 9Q: 3 clusters Score -3912753 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -3912814.500000 Penalty: 5218.894531
	Iteration 10Q: 3 clusters Score -3912814 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -3912841.500000 Penalty: 5218.894531
	Iteration 11Q: 3 clusters Score -3912842 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -3912880.750000 Penalty: 5218.894531
	Iteration 12Q: 3 clusters Score -3912881 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -3912888.250000 Penalty: 5218.894531
	Iteration 13Q: 3 clusters Score -3912888 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -3912910.750000 Penalty: 5218.894531
	Iteration 14Q: 3 clusters Score -3912911 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -3912929.000000 Penalty: 5218.894531
	Iteration 15Q: 3 clusters Score -3912929 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -3912951.500000 Penalty: 5218.894531
	Iteration 16Q: 3 clusters Score -3912952 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -3912985.250000 Penalty: 5218.894531
	Iteration 17Q: 3 clusters Score -3912985 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -3913004.250000 Penalty: 5218.894531
	Iteration 18Q: 3 clusters Score -3913004 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -3913015.500000 Penalty: 5218.894531
	Iteration 19Q: 3 clusters Score -3913016 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -3913047.750000 Penalty: 5218.894531
	Iteration 20F: 3 clusters Score -3913048 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -3913065.250000 Penalty: 5218.894531
	Iteration 21Q: 3 clusters Score -3913065 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -3913080.750000 Penalty: 5218.894531
	Iteration 22Q: 3 clusters Score -3913081 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -3913090.500000 Penalty: 5218.894531
	Iteration 23Q: 3 clusters Score -3913090 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -3913083.750000 Penalty: 5218.894531
	Iteration 24Q: 3 clusters Score -3913084 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -3913094.750000 Penalty: 5218.894531
	Iteration 25Q: 3 clusters Score -3913095 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -3913102.750000 Penalty: 5218.894531
	Iteration 26Q: 3 clusters Score -3913103 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -3913107.000000 Penalty: 5218.894531
	Iteration 27Q: 3 clusters Score -3913107 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -3913122.500000 Penalty: 5218.894531
	Iteration 28Q: 3 clusters Score -3913122 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -3913128.000000 Penalty: 5218.894531
	Iteration 29Q: 3 clusters Score -3913128 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -3913122.250000 Penalty: 5218.894531
	Iteration 30Q: 3 clusters Score -3913122 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -3913115.750000 Penalty: 5218.894531
	Iteration 31Q: 3 clusters Score -3913116 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -3913119.000000 Penalty: 5218.894531
	Iteration 32Q: 3 clusters Score -3913119 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -3913119.500000 Penalty: 5218.894531
	Iteration 33Q: 3 clusters Score -3913120 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -3913121.250000 Penalty: 5218.894531
	Iteration 34Q: 3 clusters Score -3913121 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -3913125.250000 Penalty: 5218.894531
	Iteration 35Q: 3 clusters Score -3913125 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -3913131.750000 Penalty: 5218.894531
	Iteration 36Q: 3 clusters Score -3913132 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -3913140.750000 Penalty: 5218.894531
	Iteration 37Q: 3 clusters Score -3913141 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -3913144.750000 Penalty: 5218.894531
	Iteration 38Q: 3 clusters Score -3913145 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -3913144.000000 Penalty: 5218.894531
	Iteration 39Q: 3 clusters Score -3913144 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -3913158.250000 Penalty: 5218.894531
	Iteration 40F: 3 clusters Score -3913158 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -3913165.750000 Penalty: 5218.894531
	Iteration 41Q: 3 clusters Score -3913166 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -3913169.250000 Penalty: 5218.894531
	Iteration 42Q: 3 clusters Score -3913169 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -3913182.750000 Penalty: 5218.894531
	Iteration 43Q: 3 clusters Score -3913183 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -3913178.000000 Penalty: 5218.894531
	Iteration 44Q: 3 clusters Score -3913178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -3913181.250000 Penalty: 5218.894531
	Iteration 45Q: 3 clusters Score -3913181 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -3913200.250000 Penalty: 5218.894531
	Iteration 46Q: 3 clusters Score -3913200 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -3913189.750000 Penalty: 5218.894531
	Iteration 47Q: 3 clusters Score -3913190 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -3913177.250000 Penalty: 5218.894531
	Iteration 48Q: 3 clusters Score -3913177 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -3913188.500000 Penalty: 5218.894531
	Iteration 49Q: 3 clusters Score -3913188 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -3913207.500000 Penalty: 5218.894531
	Iteration 50Q: 3 clusters Score -3913208 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -3913212.000000 Penalty: 5218.894531
	Iteration 51Q: 3 clusters Score -3913212 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -3913237.750000 Penalty: 5218.894531
	Iteration 52Q: 3 clusters Score -3913238 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -3913244.000000 Penalty: 5218.894531
	Iteration 53Q: 3 clusters Score -3913244 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -3913237.750000 Penalty: 5218.894531
	Iteration 54Q: 3 clusters Score -3913238 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -3913260.500000 Penalty: 5218.894531
	Iteration 55Q: 3 clusters Score -3913260 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -3913258.000000 Penalty: 5218.894531
	Iteration 56Q: 3 clusters Score -3913258 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -3913262.500000 Penalty: 5218.894531
	Iteration 57Q: 3 clusters Score -3913262 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -3913265.000000 Penalty: 5218.894531
	Iteration 58Q: 3 clusters Score -3913265 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -3913282.750000 Penalty: 5218.894531
	Iteration 59Q: 3 clusters Score -3913283 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -3913288.250000 Penalty: 5218.894531
	Iteration 60F: 3 clusters Score -3913288 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -3913279.000000 Penalty: 5218.894531
	Iteration 61Q: 3 clusters Score -3913279 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -3913295.000000 Penalty: 5218.894531
	Iteration 62Q: 3 clusters Score -3913295 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -3913302.250000 Penalty: 5218.894531
	Iteration 63Q: 3 clusters Score -3913302 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -3913303.250000 Penalty: 5218.894531
	Iteration 64Q: 3 clusters Score -3913303 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -3913310.250000 Penalty: 5218.894531
	Iteration 65Q: 3 clusters Score -3913310 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -3913313.750000 Penalty: 5218.894531
	Iteration 66Q: 3 clusters Score -3913314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -3913304.250000 Penalty: 5218.894531
	Iteration 67Q: 3 clusters Score -3913304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -3913304.500000 Penalty: 5218.894531
	Iteration 68Q: 3 clusters Score -3913304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -3913305.000000 Penalty: 5218.894531
	Iteration 69Q: 3 clusters Score -3913305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -3913299.750000 Penalty: 5218.894531
	Iteration 70Q: 3 clusters Score -3913300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -3913304.250000 Penalty: 5218.894531
	Iteration 71Q: 3 clusters Score -3913304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -3913304.250000 Penalty: 5218.894531
	Iteration 72F: 3 clusters Score -3913304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 16532 members 
Mstep: Class 3 contains 11869 members 
Mstep: Class 4 contains 23500 members 
Mstep: Class 5 contains 6445 members 
Mstep: Class 6 contains 1971 members 
Mstep: Class 7 contains 15829 members 
Mstep: Class 8 contains 37911 members 
Mstep: Class 9 contains 9954 members 
Mstep: Class 10 contains 27287 members 
Mstep: Class 11 contains 25824 members 
Mstep: Class 12 contains 95888 members 
Mstep: Class 13 contains 26381 members 
Mstep: Class 14 contains 19404 members 
Mstep: Class 15 contains 28509 members 
Mstep: Class 16 contains 1789 members 
Mstep: Class 17 contains 2010 members 
Mstep: Class 18 contains 25197 members 
Mstep: Class 19 contains 11344 members 
Mstep: Class 20 contains 14341 members 
Mstep: Class 21 contains 16219 members 
Mstep: Class 22 contains 818 members 
Mstep: Class 23 contains 93571 members 
Mstep: Class 24 contains 65428 members 
Mstep: Class 25 contains 9705 members 
Mstep: Class 26 contains 24020 members 
Mstep: Class 27 contains 9835 members 
Entering Unmasked Estep 
Score: -64587692.000000 Penalty: 89605.671875
Splitting cluster 10 changes total score from -64530308.000000 to -64587692.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (95888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95888 members 
Entering Unmasked Estep 
Score: -10269508.000000 Penalty: 2844.791992
	Iteration 0F: 2 clusters Score -1.026951e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 47976 members 
Entering Unmasked Estep 
Score: -10205284.000000 Penalty: 5689.583984
	Iteration 0F: 3 clusters Score -1.020528e+07 nChanged 45375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48349 members 
Mstep: Class 2 contains 47539 members 
Entering Unmasked Estep 
Score: -10231360.000000 Penalty: 5689.583984
	Iteration 1F: 3 clusters Score -1.023136e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 47093 members 
Entering Unmasked Estep 
Score: -10233460.000000 Penalty: 5689.583984
	Iteration 2Q: 3 clusters Score -1.023346e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49446 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -10238287.000000 Penalty: 5689.583984
	Iteration 3F: 3 clusters Score -1.023829e+07 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50566 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -10247651.000000 Penalty: 5689.583984
	Iteration 4F: 3 clusters Score -1.024765e+07 nChanged 8998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52538 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -10259298.000000 Penalty: 5689.583984
	Iteration 5F: 3 clusters Score -1.02593e+07 nChanged 8469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54441 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -10268384.000000 Penalty: 5689.583984
	Iteration 6F: 3 clusters Score -1.026838e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55551 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -10273698.000000 Penalty: 5689.583984
	Iteration 7F: 3 clusters Score -1.02737e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56574 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -10277053.000000 Penalty: 5689.583984
	Iteration 8Q: 3 clusters Score -1.027705e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57890 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -10280036.000000 Penalty: 5689.583984
	Iteration 9Q: 3 clusters Score -1.028004e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59311 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -10282987.000000 Penalty: 5689.583984
	Iteration 10Q: 3 clusters Score -1.028299e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60400 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -10285297.000000 Penalty: 5689.583984
	Iteration 11Q: 3 clusters Score -1.02853e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61047 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -10286518.000000 Penalty: 5689.583984
	Iteration 12Q: 3 clusters Score -1.028652e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61337 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -10287121.000000 Penalty: 5689.583984
	Iteration 13Q: 3 clusters Score -1.028712e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61336 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -10287463.000000 Penalty: 5689.583984
	Iteration 14Q: 3 clusters Score -1.028746e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61142 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -10287715.000000 Penalty: 5689.583984
	Iteration 15Q: 3 clusters Score -1.028772e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60746 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -10287918.000000 Penalty: 5689.583984
	Iteration 16Q: 3 clusters Score -1.028792e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60195 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -10288231.000000 Penalty: 5689.583984
	Iteration 17Q: 3 clusters Score -1.028823e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59494 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -10288667.000000 Penalty: 5689.583984
	Iteration 18Q: 3 clusters Score -1.028867e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58651 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -10289138.000000 Penalty: 5689.583984
	Iteration 19Q: 3 clusters Score -1.028914e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57738 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -10289544.000000 Penalty: 5689.583984
	Iteration 20F: 3 clusters Score -1.028954e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56846 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -10289958.000000 Penalty: 5689.583984
	Iteration 21Q: 3 clusters Score -1.028996e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56003 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -10290272.000000 Penalty: 5689.583984
	Iteration 22Q: 3 clusters Score -1.029027e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55245 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -10290542.000000 Penalty: 5689.583984
	Iteration 23Q: 3 clusters Score -1.029054e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -10290677.000000 Penalty: 5689.583984
	Iteration 24Q: 3 clusters Score -1.029068e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -10290766.000000 Penalty: 5689.583984
	Iteration 25Q: 3 clusters Score -1.029077e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53589 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -10290882.000000 Penalty: 5689.583984
	Iteration 26Q: 3 clusters Score -1.029088e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53223 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -10290911.000000 Penalty: 5689.583984
	Iteration 27Q: 3 clusters Score -1.029091e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52917 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -10290937.000000 Penalty: 5689.583984
	Iteration 28Q: 3 clusters Score -1.029094e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52662 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -10290914.000000 Penalty: 5689.583984
	Iteration 29Q: 3 clusters Score -1.029091e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -10290920.000000 Penalty: 5689.583984
	Iteration 30Q: 3 clusters Score -1.029092e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52276 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -10290912.000000 Penalty: 5689.583984
	Iteration 31Q: 3 clusters Score -1.029091e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52143 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -10290935.000000 Penalty: 5689.583984
	Iteration 32Q: 3 clusters Score -1.029094e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52037 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -10290918.000000 Penalty: 5689.583984
	Iteration 33Q: 3 clusters Score -1.029092e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51939 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -10290913.000000 Penalty: 5689.583984
	Iteration 34Q: 3 clusters Score -1.029091e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51855 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
Score: -10290921.000000 Penalty: 5689.583984
	Iteration 35Q: 3 clusters Score -1.029092e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51781 members 
Mstep: Class 2 contains 44107 members 
Entering Unmasked Estep 
Score: -10290927.000000 Penalty: 5689.583984
	Iteration 36Q: 3 clusters Score -1.029093e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51723 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -10290928.000000 Penalty: 5689.583984
	Iteration 37Q: 3 clusters Score -1.029093e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51667 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -10290918.000000 Penalty: 5689.583984
	Iteration 38Q: 3 clusters Score -1.029092e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51623 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -10290902.000000 Penalty: 5689.583984
	Iteration 39Q: 3 clusters Score -1.02909e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51589 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
Score: -10290894.000000 Penalty: 5689.583984
	Iteration 40F: 3 clusters Score -1.029089e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51561 members 
Mstep: Class 2 contains 44327 members 
Entering Unmasked Estep 
Score: -10290899.000000 Penalty: 5689.583984
	Iteration 41Q: 3 clusters Score -1.02909e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51539 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -10290898.000000 Penalty: 5689.583984
	Iteration 42Q: 3 clusters Score -1.02909e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51510 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -10290899.000000 Penalty: 5689.583984
	Iteration 43Q: 3 clusters Score -1.02909e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51487 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -10290912.000000 Penalty: 5689.583984
	Iteration 44Q: 3 clusters Score -1.029091e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51463 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -10290918.000000 Penalty: 5689.583984
	Iteration 45Q: 3 clusters Score -1.029092e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51445 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -10290917.000000 Penalty: 5689.583984
	Iteration 46Q: 3 clusters Score -1.029092e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51434 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -10290916.000000 Penalty: 5689.583984
	Iteration 47Q: 3 clusters Score -1.029092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51428 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -10290911.000000 Penalty: 5689.583984
	Iteration 48Q: 3 clusters Score -1.029091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51420 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -10290911.000000 Penalty: 5689.583984
	Iteration 49Q: 3 clusters Score -1.029091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51414 members 
Mstep: Class 2 contains 44474 members 
Entering Unmasked Estep 
Score: -10290922.000000 Penalty: 5689.583984
	Iteration 50Q: 3 clusters Score -1.029092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -10290917.000000 Penalty: 5689.583984
	Iteration 51Q: 3 clusters Score -1.029092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51406 members 
Mstep: Class 2 contains 44482 members 
Entering Unmasked Estep 
Score: -10290924.000000 Penalty: 5689.583984
	Iteration 52Q: 3 clusters Score -1.029092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51403 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -10290925.000000 Penalty: 5689.583984
	Iteration 53Q: 3 clusters Score -1.029092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51402 members 
Mstep: Class 2 contains 44486 members 
Entering Unmasked Estep 
Score: -10290924.000000 Penalty: 5689.583984
	Iteration 54Q: 3 clusters Score -1.029092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51402 members 
Mstep: Class 2 contains 44486 members 
Entering Unmasked Estep 
Score: -10290924.000000 Penalty: 5689.583984
	Iteration 55F: 3 clusters Score -1.029092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 16532 members 
Mstep: Class 3 contains 11869 members 
Mstep: Class 4 contains 23500 members 
Mstep: Class 5 contains 6445 members 
Mstep: Class 6 contains 1971 members 
Mstep: Class 7 contains 15829 members 
Mstep: Class 8 contains 37911 members 
Mstep: Class 9 contains 9954 members 
Mstep: Class 10 contains 27287 members 
Mstep: Class 11 contains 25824 members 
Mstep: Class 12 contains 51402 members 
Mstep: Class 13 contains 26381 members 
Mstep: Class 14 contains 19404 members 
Mstep: Class 15 contains 28509 members 
Mstep: Class 16 contains 1789 members 
Mstep: Class 17 contains 2010 members 
Mstep: Class 18 contains 25197 members 
Mstep: Class 19 contains 11344 members 
Mstep: Class 20 contains 14341 members 
Mstep: Class 21 contains 16219 members 
Mstep: Class 22 contains 818 members 
Mstep: Class 23 contains 93571 members 
Mstep: Class 24 contains 65428 members 
Mstep: Class 25 contains 9705 members 
Mstep: Class 26 contains 24020 members 
Mstep: Class 27 contains 9835 members 
Mstep: Class 28 contains 44486 members 
Entering Unmasked Estep 
Score: -64608940.000000 Penalty: 92924.406250
Splitting cluster 12 changes total score from -64530308.000000 to -64608940.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (26381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Entering Unmasked Estep 
Score: -2847023.750000 Penalty: 2524.739014
	Iteration 0F: 2 clusters Score -2847024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2828815.250000 Penalty: 5049.478027
	Iteration 0F: 3 clusters Score -2828815 nChanged 11859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2835405.250000 Penalty: 5049.478027
	Iteration 1F: 3 clusters Score -2835405 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2838258.500000 Penalty: 5049.478027
	Iteration 2F: 3 clusters Score -2838258 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2846227.750000 Penalty: 5049.478027
	Iteration 3F: 3 clusters Score -2846228 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2854217.250000 Penalty: 5049.478027
	Iteration 4F: 3 clusters Score -2854217 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -2858077.750000 Penalty: 5049.478027
	Iteration 5F: 3 clusters Score -2858078 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2859917.750000 Penalty: 5049.478027
	Iteration 6Q: 3 clusters Score -2859918 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2861015.500000 Penalty: 5049.478027
	Iteration 7Q: 3 clusters Score -2861016 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2861342.000000 Penalty: 5049.478027
	Iteration 8Q: 3 clusters Score -2861342 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -2861437.000000 Penalty: 5049.478027
	Iteration 9Q: 3 clusters Score -2861437 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2861456.250000 Penalty: 5049.478027
	Iteration 10Q: 3 clusters Score -2861456 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2861467.000000 Penalty: 5049.478027
	Iteration 11Q: 3 clusters Score -2861467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2861468.000000 Penalty: 5049.478027
	Iteration 12Q: 3 clusters Score -2861468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2861467.500000 Penalty: 5049.478027
	Iteration 13Q: 3 clusters Score -2861468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2861467.500000 Penalty: 5049.478027
	Iteration 14Q: 3 clusters Score -2861468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2861467.500000 Penalty: 5049.478027
	Iteration 15F: 3 clusters Score -2861468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 16532 members 
Mstep: Class 3 contains 11869 members 
Mstep: Class 4 contains 23500 members 
Mstep: Class 5 contains 6445 members 
Mstep: Class 6 contains 1971 members 
Mstep: Class 7 contains 15829 members 
Mstep: Class 8 contains 37911 members 
Mstep: Class 9 contains 9954 members 
Mstep: Class 10 contains 27287 members 
Mstep: Class 11 contains 25824 members 
Mstep: Class 12 contains 51402 members 
Mstep: Class 13 contains 22572 members 
Mstep: Class 14 contains 19404 members 
Mstep: Class 15 contains 28509 members 
Mstep: Class 16 contains 1789 members 
Mstep: Class 17 contains 2010 members 
Mstep: Class 18 contains 25197 members 
Mstep: Class 19 contains 11344 members 
Mstep: Class 20 contains 14341 members 
Mstep: Class 21 contains 16219 members 
Mstep: Class 22 contains 818 members 
Mstep: Class 23 contains 93571 members 
Mstep: Class 24 contains 65428 members 
Mstep: Class 25 contains 9705 members 
Mstep: Class 26 contains 24020 members 
Mstep: Class 27 contains 9835 members 
Mstep: Class 28 contains 44486 members 
Mstep: Class 29 contains 3809 members 
Entering Unmasked Estep 
Score: -64622512.000000 Penalty: 96243.132812
Splitting cluster 13 changes total score from -64530308.000000 to -64622512.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (19404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Entering Unmasked Estep 
Score: -2082040.875000 Penalty: 2448.562256
	Iteration 0F: 2 clusters Score -2082041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2068437.125000 Penalty: 4897.124512
	Iteration 0F: 3 clusters Score -2068437 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -2073317.500000 Penalty: 4897.124512
	Iteration 1F: 3 clusters Score -2073318 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2074340.125000 Penalty: 4897.124512
	Iteration 2F: 3 clusters Score -2074340 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2075552.375000 Penalty: 4897.124512
	Iteration 3F: 3 clusters Score -2075552 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2076757.875000 Penalty: 4897.124512
	Iteration 4F: 3 clusters Score -2076758 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2077690.625000 Penalty: 4897.124512
	Iteration 5F: 3 clusters Score -2077691 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2078310.875000 Penalty: 4897.124512
	Iteration 6F: 3 clusters Score -2078311 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2078704.750000 Penalty: 4897.124512
	Iteration 7Q: 3 clusters Score -2078705 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -2078983.000000 Penalty: 4897.124512
	Iteration 8Q: 3 clusters Score -2078983 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2079164.250000 Penalty: 4897.124512
	Iteration 9Q: 3 clusters Score -2079164 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2079323.125000 Penalty: 4897.124512
	Iteration 10Q: 3 clusters Score -2079323 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2079487.375000 Penalty: 4897.124512
	Iteration 11Q: 3 clusters Score -2079487 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2079662.625000 Penalty: 4897.124512
	Iteration 12Q: 3 clusters Score -2079663 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -2079858.250000 Penalty: 4897.124512
	Iteration 13Q: 3 clusters Score -2079858 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2080041.125000 Penalty: 4897.124512
	Iteration 14Q: 3 clusters Score -2080041 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -2080243.375000 Penalty: 4897.124512
	Iteration 15Q: 3 clusters Score -2080243 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2080471.500000 Penalty: 4897.124512
	Iteration 16Q: 3 clusters Score -2080472 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2080678.875000 Penalty: 4897.124512
	Iteration 17Q: 3 clusters Score -2080679 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2080850.125000 Penalty: 4897.124512
	Iteration 18Q: 3 clusters Score -2080850 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2080962.875000 Penalty: 4897.124512
	Iteration 19Q: 3 clusters Score -2080963 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -2081056.750000 Penalty: 4897.124512
	Iteration 20F: 3 clusters Score -2081057 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -2081123.000000 Penalty: 4897.124512
	Iteration 21Q: 3 clusters Score -2081123 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2081171.375000 Penalty: 4897.124512
	Iteration 22Q: 3 clusters Score -2081171 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -2081211.500000 Penalty: 4897.124512
	Iteration 23Q: 3 clusters Score -2081212 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2081234.875000 Penalty: 4897.124512
	Iteration 24Q: 3 clusters Score -2081235 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -2081251.875000 Penalty: 4897.124512
	Iteration 25Q: 3 clusters Score -2081252 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2081259.000000 Penalty: 4897.124512
	Iteration 26Q: 3 clusters Score -2081259 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -2081269.000000 Penalty: 4897.124512
	Iteration 27Q: 3 clusters Score -2081269 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2081268.500000 Penalty: 4897.124512
	Iteration 28Q: 3 clusters Score -2081268 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2081280.125000 Penalty: 4897.124512
	Iteration 29Q: 3 clusters Score -2081280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2081289.875000 Penalty: 4897.124512
	Iteration 30Q: 3 clusters Score -2081290 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2081290.000000 Penalty: 4897.124512
	Iteration 31Q: 3 clusters Score -2081290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -2081292.250000 Penalty: 4897.124512
	Iteration 32Q: 3 clusters Score -2081292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2081295.500000 Penalty: 4897.124512
	Iteration 33Q: 3 clusters Score -2081296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -2081295.625000 Penalty: 4897.124512
	Iteration 34Q: 3 clusters Score -2081296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2081295.000000 Penalty: 4897.124512
	Iteration 35Q: 3 clusters Score -2081295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -2081299.375000 Penalty: 4897.124512
	Iteration 36Q: 3 clusters Score -2081299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -2081306.375000 Penalty: 4897.124512
	Iteration 37Q: 3 clusters Score -2081306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2081304.125000 Penalty: 4897.124512
	Iteration 38Q: 3 clusters Score -2081304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2081307.500000 Penalty: 4897.124512
	Iteration 39Q: 3 clusters Score -2081308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2081307.125000 Penalty: 4897.124512
	Iteration 40F: 3 clusters Score -2081307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -2081308.500000 Penalty: 4897.124512
	Iteration 41Q: 3 clusters Score -2081308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2081310.500000 Penalty: 4897.124512
	Iteration 42Q: 3 clusters Score -2081310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2081311.000000 Penalty: 4897.124512
	Iteration 43Q: 3 clusters Score -2081311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2081308.625000 Penalty: 4897.124512
	Iteration 44Q: 3 clusters Score -2081309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2081307.625000 Penalty: 4897.124512
	Iteration 45Q: 3 clusters Score -2081308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -2081308.125000 Penalty: 4897.124512
	Iteration 46Q: 3 clusters Score -2081308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2081310.250000 Penalty: 4897.124512
	Iteration 47Q: 3 clusters Score -2081310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2081310.750000 Penalty: 4897.124512
	Iteration 48Q: 3 clusters Score -2081311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2081308.125000 Penalty: 4897.124512
	Iteration 49Q: 3 clusters Score -2081308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -2081305.750000 Penalty: 4897.124512
	Iteration 50Q: 3 clusters Score -2081306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2081308.000000 Penalty: 4897.124512
	Iteration 51Q: 3 clusters Score -2081308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2081310.125000 Penalty: 4897.124512
	Iteration 52Q: 3 clusters Score -2081310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2081310.125000 Penalty: 4897.124512
	Iteration 53F: 3 clusters Score -2081310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Entering Unmasked Estep 
Score: -2725108.000000 Penalty: 2543.977783
	Iteration 0F: 2 clusters Score -2725108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -2705629.750000 Penalty: 5087.955566
	Iteration 0F: 3 clusters Score -2705630 nChanged 12776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2713340.500000 Penalty: 5087.955566
	Iteration 1F: 3 clusters Score -2713340 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2714625.500000 Penalty: 5087.955566
	Iteration 2F: 3 clusters Score -2714626 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2716075.750000 Penalty: 5087.955566
	Iteration 3F: 3 clusters Score -2716076 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2717402.250000 Penalty: 5087.955566
	Iteration 4F: 3 clusters Score -2717402 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2718546.250000 Penalty: 5087.955566
	Iteration 5F: 3 clusters Score -2718546 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2719512.750000 Penalty: 5087.955566
	Iteration 6F: 3 clusters Score -2719513 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2720374.500000 Penalty: 5087.955566
	Iteration 7Q: 3 clusters Score -2720374 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2721180.250000 Penalty: 5087.955566
	Iteration 8Q: 3 clusters Score -2721180 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2722062.500000 Penalty: 5087.955566
	Iteration 9Q: 3 clusters Score -2722062 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2723053.000000 Penalty: 5087.955566
	Iteration 10Q: 3 clusters Score -2723053 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2723850.750000 Penalty: 5087.955566
	Iteration 11Q: 3 clusters Score -2723851 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2724503.500000 Penalty: 5087.955566
	Iteration 12Q: 3 clusters Score -2724504 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2724909.250000 Penalty: 5087.955566
	Iteration 13Q: 3 clusters Score -2724909 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2725146.000000 Penalty: 5087.955566
	Iteration 14Q: 3 clusters Score -2725146 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2725362.500000 Penalty: 5087.955566
	Iteration 15Q: 3 clusters Score -2725362 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2725518.250000 Penalty: 5087.955566
	Iteration 16Q: 3 clusters Score -2725518 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2725631.250000 Penalty: 5087.955566
	Iteration 17Q: 3 clusters Score -2725631 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2725704.750000 Penalty: 5087.955566
	Iteration 18Q: 3 clusters Score -2725705 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2725773.750000 Penalty: 5087.955566
	Iteration 19Q: 3 clusters Score -2725774 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2725824.250000 Penalty: 5087.955566
	Iteration 20F: 3 clusters Score -2725824 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2725860.250000 Penalty: 5087.955566
	Iteration 21Q: 3 clusters Score -2725860 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2725901.000000 Penalty: 5087.955566
	Iteration 22Q: 3 clusters Score -2725901 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2725936.500000 Penalty: 5087.955566
	Iteration 23Q: 3 clusters Score -2725936 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2725973.250000 Penalty: 5087.955566
	Iteration 24Q: 3 clusters Score -2725973 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2725992.500000 Penalty: 5087.955566
	Iteration 25Q: 3 clusters Score -2725992 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -2726016.250000 Penalty: 5087.955566
	Iteration 26Q: 3 clusters Score -2726016 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2726029.250000 Penalty: 5087.955566
	Iteration 27Q: 3 clusters Score -2726029 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2726051.000000 Penalty: 5087.955566
	Iteration 28Q: 3 clusters Score -2726051 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2726073.500000 Penalty: 5087.955566
	Iteration 29Q: 3 clusters Score -2726074 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2726085.750000 Penalty: 5087.955566
	Iteration 30Q: 3 clusters Score -2726086 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2726108.750000 Penalty: 5087.955566
	Iteration 31Q: 3 clusters Score -2726109 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2726141.500000 Penalty: 5087.955566
	Iteration 32Q: 3 clusters Score -2726142 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2726159.000000 Penalty: 5087.955566
	Iteration 33Q: 3 clusters Score -2726159 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2726185.500000 Penalty: 5087.955566
	Iteration 34Q: 3 clusters Score -2726186 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2726194.500000 Penalty: 5087.955566
	Iteration 35Q: 3 clusters Score -2726194 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2726223.250000 Penalty: 5087.955566
	Iteration 36Q: 3 clusters Score -2726223 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2726236.750000 Penalty: 5087.955566
	Iteration 37Q: 3 clusters Score -2726237 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -2726265.500000 Penalty: 5087.955566
	Iteration 38Q: 3 clusters Score -2726266 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -2726300.250000 Penalty: 5087.955566
	Iteration 39Q: 3 clusters Score -2726300 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2726330.000000 Penalty: 5087.955566
	Iteration 40F: 3 clusters Score -2726330 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2726358.500000 Penalty: 5087.955566
	Iteration 41Q: 3 clusters Score -2726358 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -2726395.500000 Penalty: 5087.955566
	Iteration 42Q: 3 clusters Score -2726396 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2726458.250000 Penalty: 5087.955566
	Iteration 43Q: 3 clusters Score -2726458 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2726540.250000 Penalty: 5087.955566
	Iteration 44Q: 3 clusters Score -2726540 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2726636.250000 Penalty: 5087.955566
	Iteration 45Q: 3 clusters Score -2726636 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -2726746.500000 Penalty: 5087.955566
	Iteration 46Q: 3 clusters Score -2726746 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2726871.750000 Penalty: 5087.955566
	Iteration 47Q: 3 clusters Score -2726872 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2726995.000000 Penalty: 5087.955566
	Iteration 48Q: 3 clusters Score -2726995 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -2727090.750000 Penalty: 5087.955566
	Iteration 49Q: 3 clusters Score -2727091 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2727156.250000 Penalty: 5087.955566
	Iteration 50Q: 3 clusters Score -2727156 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2727238.000000 Penalty: 5087.955566
	Iteration 51Q: 3 clusters Score -2727238 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -2727306.750000 Penalty: 5087.955566
	Iteration 52Q: 3 clusters Score -2727307 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -2727343.250000 Penalty: 5087.955566
	Iteration 53Q: 3 clusters Score -2727343 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2727377.250000 Penalty: 5087.955566
	Iteration 54Q: 3 clusters Score -2727377 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2727413.000000 Penalty: 5087.955566
	Iteration 55Q: 3 clusters Score -2727413 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -2727436.750000 Penalty: 5087.955566
	Iteration 56Q: 3 clusters Score -2727437 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -2727471.500000 Penalty: 5087.955566
	Iteration 57Q: 3 clusters Score -2727472 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2727485.500000 Penalty: 5087.955566
	Iteration 58Q: 3 clusters Score -2727486 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2727504.250000 Penalty: 5087.955566
	Iteration 59Q: 3 clusters Score -2727504 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2727531.500000 Penalty: 5087.955566
	Iteration 60F: 3 clusters Score -2727532 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -2727561.500000 Penalty: 5087.955566
	Iteration 61Q: 3 clusters Score -2727562 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2727585.000000 Penalty: 5087.955566
	Iteration 62Q: 3 clusters Score -2727585 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -2727595.750000 Penalty: 5087.955566
	Iteration 63Q: 3 clusters Score -2727596 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -2727610.500000 Penalty: 5087.955566
	Iteration 64Q: 3 clusters Score -2727610 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -2727624.000000 Penalty: 5087.955566
	Iteration 65Q: 3 clusters Score -2727624 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2727648.250000 Penalty: 5087.955566
	Iteration 66Q: 3 clusters Score -2727648 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2727671.250000 Penalty: 5087.955566
	Iteration 67Q: 3 clusters Score -2727671 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2727680.750000 Penalty: 5087.955566
	Iteration 68Q: 3 clusters Score -2727681 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -2727695.250000 Penalty: 5087.955566
	Iteration 69Q: 3 clusters Score -2727695 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -2727711.750000 Penalty: 5087.955566
	Iteration 70Q: 3 clusters Score -2727712 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2727734.500000 Penalty: 5087.955566
	Iteration 71Q: 3 clusters Score -2727734 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -2727751.750000 Penalty: 5087.955566
	Iteration 72Q: 3 clusters Score -2727752 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -2727760.500000 Penalty: 5087.955566
	Iteration 73Q: 3 clusters Score -2727760 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2727779.250000 Penalty: 5087.955566
	Iteration 74Q: 3 clusters Score -2727779 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2727801.000000 Penalty: 5087.955566
	Iteration 75Q: 3 clusters Score -2727801 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2727817.250000 Penalty: 5087.955566
	Iteration 76Q: 3 clusters Score -2727817 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2727818.500000 Penalty: 5087.955566
	Iteration 77Q: 3 clusters Score -2727818 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2727834.000000 Penalty: 5087.955566
	Iteration 78Q: 3 clusters Score -2727834 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2727835.500000 Penalty: 5087.955566
	Iteration 79Q: 3 clusters Score -2727836 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2727839.000000 Penalty: 5087.955566
	Iteration 80F: 3 clusters Score -2727839 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2727841.500000 Penalty: 5087.955566
	Iteration 81Q: 3 clusters Score -2727842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2727841.750000 Penalty: 5087.955566
	Iteration 82Q: 3 clusters Score -2727842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2727841.500000 Penalty: 5087.955566
	Iteration 83Q: 3 clusters Score -2727842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2727851.750000 Penalty: 5087.955566
	Iteration 84Q: 3 clusters Score -2727852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2727862.750000 Penalty: 5087.955566
	Iteration 85Q: 3 clusters Score -2727863 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2727859.000000 Penalty: 5087.955566
	Iteration 86Q: 3 clusters Score -2727859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2727868.750000 Penalty: 5087.955566
	Iteration 87Q: 3 clusters Score -2727869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -2727869.250000 Penalty: 5087.955566
	Iteration 88Q: 3 clusters Score -2727869 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2727870.750000 Penalty: 5087.955566
	Iteration 89Q: 3 clusters Score -2727871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -2727870.750000 Penalty: 5087.955566
	Iteration 90Q: 3 clusters Score -2727871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2727878.500000 Penalty: 5087.955566
	Iteration 91Q: 3 clusters Score -2727878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2727875.500000 Penalty: 5087.955566
	Iteration 92Q: 3 clusters Score -2727876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -2727882.250000 Penalty: 5087.955566
	Iteration 93Q: 3 clusters Score -2727882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2727882.750000 Penalty: 5087.955566
	Iteration 94Q: 3 clusters Score -2727883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2727884.500000 Penalty: 5087.955566
	Iteration 95Q: 3 clusters Score -2727884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2727887.500000 Penalty: 5087.955566
	Iteration 96Q: 3 clusters Score -2727888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2727885.750000 Penalty: 5087.955566
	Iteration 97Q: 3 clusters Score -2727886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2727885.000000 Penalty: 5087.955566
	Iteration 98Q: 3 clusters Score -2727885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2727884.000000 Penalty: 5087.955566
	Iteration 99Q: 3 clusters Score -2727884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -2727884.250000 Penalty: 5087.955566
	Iteration 100F: 3 clusters Score -2727884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -2727885.750000 Penalty: 5087.955566
	Iteration 101Q: 3 clusters Score -2727886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -2727885.750000 Penalty: 5087.955566
	Iteration 102Q: 3 clusters Score -2727886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2727884.750000 Penalty: 5087.955566
	Iteration 103Q: 3 clusters Score -2727885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2727883.750000 Penalty: 5087.955566
	Iteration 104Q: 3 clusters Score -2727884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2727885.250000 Penalty: 5087.955566
	Iteration 105Q: 3 clusters Score -2727885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2727883.500000 Penalty: 5087.955566
	Iteration 106Q: 3 clusters Score -2727884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2727886.250000 Penalty: 5087.955566
	Iteration 107Q: 3 clusters Score -2727886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2727888.750000 Penalty: 5087.955566
	Iteration 108Q: 3 clusters Score -2727889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2727888.250000 Penalty: 5087.955566
	Iteration 109Q: 3 clusters Score -2727888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2727885.750000 Penalty: 5087.955566
	Iteration 110Q: 3 clusters Score -2727886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2727885.750000 Penalty: 5087.955566
	Iteration 111F: 3 clusters Score -2727886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 16532 members 
Mstep: Class 3 contains 11869 members 
Mstep: Class 4 contains 23500 members 
Mstep: Class 5 contains 6445 members 
Mstep: Class 6 contains 1971 members 
Mstep: Class 7 contains 15829 members 
Mstep: Class 8 contains 37911 members 
Mstep: Class 9 contains 9954 members 
Mstep: Class 10 contains 27287 members 
Mstep: Class 11 contains 25824 members 
Mstep: Class 12 contains 51402 members 
Mstep: Class 13 contains 22572 members 
Mstep: Class 14 contains 19404 members 
Mstep: Class 15 contains 22439 members 
Mstep: Class 16 contains 1789 members 
Mstep: Class 17 contains 2010 members 
Mstep: Class 18 contains 25197 members 
Mstep: Class 19 contains 11344 members 
Mstep: Class 20 contains 14341 members 
Mstep: Class 21 contains 16219 members 
Mstep: Class 22 contains 818 members 
Mstep: Class 23 contains 93571 members 
Mstep: Class 24 contains 65428 members 
Mstep: Class 25 contains 9705 members 
Mstep: Class 26 contains 24020 members 
Mstep: Class 27 contains 9835 members 
Mstep: Class 28 contains 44486 members 
Mstep: Class 29 contains 3809 members 
Mstep: Class 30 contains 6070 members 
Entering Unmasked Estep 
Score: -64624408.000000 Penalty: 99561.859375
Splitting cluster 15 changes total score from -64530308.000000 to -64624408.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (1789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Entering Unmasked Estep 
Score: -147149.453125 Penalty: 1857.374268
	Iteration 0F: 2 clusters Score -147149.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -144954.031250 Penalty: 3714.748535
	Iteration 0F: 3 clusters Score -144954 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -146218.265625 Penalty: 3714.748535
	Iteration 1F: 3 clusters Score -146218.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -147047.859375 Penalty: 3714.748535
	Iteration 2F: 3 clusters Score -147047.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -147748.078125 Penalty: 3714.748535
	Iteration 3F: 3 clusters Score -147748.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -149590.406250 Penalty: 3714.748535
	Iteration 4F: 3 clusters Score -149590.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -152261.078125 Penalty: 3714.748535
	Iteration 5F: 3 clusters Score -152261.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -153539.000000 Penalty: 3714.748535
	Iteration 6F: 3 clusters Score -153539 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -154279.218750 Penalty: 3714.748535
	Iteration 7Q: 3 clusters Score -154279.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -154570.093750 Penalty: 3714.748535
	Iteration 8Q: 3 clusters Score -154570.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -154623.953125 Penalty: 3714.748535
	Iteration 9Q: 3 clusters Score -154624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -154634.140625 Penalty: 3714.748535
	Iteration 10Q: 3 clusters Score -154634.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -154635.031250 Penalty: 3714.748535
	Iteration 11Q: 3 clusters Score -154635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -154635.031250 Penalty: 3714.748535
	Iteration 12F: 3 clusters Score -154635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 16532 members 
Mstep: Class 3 contains 11869 members 
Mstep: Class 4 contains 23500 members 
Mstep: Class 5 contains 6445 members 
Mstep: Class 6 contains 1971 members 
Mstep: Class 7 contains 15829 members 
Mstep: Class 8 contains 37911 members 
Mstep: Class 9 contains 9954 members 
Mstep: Class 10 contains 27287 members 
Mstep: Class 11 contains 25824 members 
Mstep: Class 12 contains 51402 members 
Mstep: Class 13 contains 22572 members 
Mstep: Class 14 contains 19404 members 
Mstep: Class 15 contains 22439 members 
Mstep: Class 16 contains 984 members 
Mstep: Class 17 contains 2010 members 
Mstep: Class 18 contains 25197 members 
Mstep: Class 19 contains 11344 members 
Mstep: Class 20 contains 14341 members 
Mstep: Class 21 contains 16219 members 
Mstep: Class 22 contains 818 members 
Mstep: Class 23 contains 93571 members 
Mstep: Class 24 contains 65428 members 
Mstep: Class 25 contains 9705 members 
Mstep: Class 26 contains 24020 members 
Mstep: Class 27 contains 9835 members 
Mstep: Class 28 contains 44486 members 
Mstep: Class 29 contains 3809 members 
Mstep: Class 30 contains 6070 members 
Mstep: Class 31 contains 805 members 
Entering Unmasked Estep 
Score: -64630464.000000 Penalty: 102880.585938
Splitting cluster 16 changes total score from -64530308.000000 to -64630464.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (2010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Entering Unmasked Estep 
Score: -172442.843750 Penalty: 1886.260620
	Iteration 0F: 2 clusters Score -172442.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -170115.250000 Penalty: 3772.521240
	Iteration 0F: 3 clusters Score -170115.2 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -172354.984375 Penalty: 3772.521240
	Iteration 1F: 3 clusters Score -172355 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -174195.093750 Penalty: 3772.521240
	Iteration 2F: 3 clusters Score -174195.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -175510.312500 Penalty: 3772.521240
	Iteration 3F: 3 clusters Score -175510.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -176083.187500 Penalty: 3772.521240
	Iteration 4F: 3 clusters Score -176083.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -176402.437500 Penalty: 3772.521240
	Iteration 5Q: 3 clusters Score -176402.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -176720.578125 Penalty: 3772.521240
	Iteration 6Q: 3 clusters Score -176720.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -176790.703125 Penalty: 3772.521240
	Iteration 7Q: 3 clusters Score -176790.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -176790.703125 Penalty: 3772.521240
	Iteration 8F: 3 clusters Score -176790.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 16532 members 
Mstep: Class 3 contains 11869 members 
Mstep: Class 4 contains 23500 members 
Mstep: Class 5 contains 6445 members 
Mstep: Class 6 contains 1971 members 
Mstep: Class 7 contains 15829 members 
Mstep: Class 8 contains 37911 members 
Mstep: Class 9 contains 9954 members 
Mstep: Class 10 contains 27287 members 
Mstep: Class 11 contains 25824 members 
Mstep: Class 12 contains 51402 members 
Mstep: Class 13 contains 22572 members 
Mstep: Class 14 contains 19404 members 
Mstep: Class 15 contains 22439 members 
Mstep: Class 16 contains 984 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 25197 members 
Mstep: Class 19 contains 11344 members 
Mstep: Class 20 contains 14341 members 
Mstep: Class 21 contains 16219 members 
Mstep: Class 22 contains 818 members 
Mstep: Class 23 contains 93571 members 
Mstep: Class 24 contains 65428 members 
Mstep: Class 25 contains 9705 members 
Mstep: Class 26 contains 24020 members 
Mstep: Class 27 contains 9835 members 
Mstep: Class 28 contains 44486 members 
Mstep: Class 29 contains 3809 members 
Mstep: Class 30 contains 6070 members 
Mstep: Class 31 contains 805 members 
Mstep: Class 32 contains 573 members 
Entering Unmasked Estep 
Score: -64633392.000000 Penalty: 106199.320312
Splitting cluster 17 changes total score from -64530308.000000 to -64633392.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (25197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Entering Unmasked Estep 
Score: -2292046.750000 Penalty: 2513.351074
	Iteration 0F: 2 clusters Score -2292047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -2274757.000000 Penalty: 5026.702148
	Iteration 0F: 3 clusters Score -2274757 nChanged 11279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2283411.750000 Penalty: 5026.702148
	Iteration 1F: 3 clusters Score -2283412 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2286727.500000 Penalty: 5026.702148
	Iteration 2F: 3 clusters Score -2286728 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -2289445.000000 Penalty: 5026.702148
	Iteration 3F: 3 clusters Score -2289445 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2291390.000000 Penalty: 5026.702148
	Iteration 4F: 3 clusters Score -2291390 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2292754.750000 Penalty: 5026.702148
	Iteration 5F: 3 clusters Score -2292755 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2293748.000000 Penalty: 5026.702148
	Iteration 6Q: 3 clusters Score -2293748 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -2294367.500000 Penalty: 5026.702148
	Iteration 7Q: 3 clusters Score -2294368 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2294723.500000 Penalty: 5026.702148
	Iteration 8Q: 3 clusters Score -2294724 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2294972.750000 Penalty: 5026.702148
	Iteration 9Q: 3 clusters Score -2294973 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2295159.750000 Penalty: 5026.702148
	Iteration 10Q: 3 clusters Score -2295160 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -2295276.750000 Penalty: 5026.702148
	Iteration 11Q: 3 clusters Score -2295277 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2295368.500000 Penalty: 5026.702148
	Iteration 12Q: 3 clusters Score -2295368 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -2295430.250000 Penalty: 5026.702148
	Iteration 13Q: 3 clusters Score -2295430 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2295489.250000 Penalty: 5026.702148
	Iteration 14Q: 3 clusters Score -2295489 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -2295514.500000 Penalty: 5026.702148
	Iteration 15Q: 3 clusters Score -2295514 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -2295547.500000 Penalty: 5026.702148
	Iteration 16Q: 3 clusters Score -2295548 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2295580.000000 Penalty: 5026.702148
	Iteration 17Q: 3 clusters Score -2295580 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2295608.250000 Penalty: 5026.702148
	Iteration 18Q: 3 clusters Score -2295608 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2295623.250000 Penalty: 5026.702148
	Iteration 19Q: 3 clusters Score -2295623 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2295629.000000 Penalty: 5026.702148
	Iteration 20F: 3 clusters Score -2295629 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -2295649.750000 Penalty: 5026.702148
	Iteration 21Q: 3 clusters Score -2295650 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -2295685.000000 Penalty: 5026.702148
	Iteration 22Q: 3 clusters Score -2295685 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -2295689.750000 Penalty: 5026.702148
	Iteration 23Q: 3 clusters Score -2295690 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -2295707.000000 Penalty: 5026.702148
	Iteration 24Q: 3 clusters Score -2295707 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2295711.750000 Penalty: 5026.702148
	Iteration 25Q: 3 clusters Score -2295712 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2295720.750000 Penalty: 5026.702148
	Iteration 26Q: 3 clusters Score -2295721 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2295729.250000 Penalty: 5026.702148
	Iteration 27Q: 3 clusters Score -2295729 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2295740.250000 Penalty: 5026.702148
	Iteration 28Q: 3 clusters Score -2295740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2295740.000000 Penalty: 5026.702148
	Iteration 29Q: 3 clusters Score -2295740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -2295743.250000 Penalty: 5026.702148
	Iteration 30Q: 3 clusters Score -2295743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -2295749.000000 Penalty: 5026.702148
	Iteration 31Q: 3 clusters Score -2295749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -2295750.500000 Penalty: 5026.702148
	Iteration 32Q: 3 clusters Score -2295750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -2295750.500000 Penalty: 5026.702148
	Iteration 33Q: 3 clusters Score -2295750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -2295753.500000 Penalty: 5026.702148
	Iteration 34Q: 3 clusters Score -2295754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2295752.250000 Penalty: 5026.702148
	Iteration 35Q: 3 clusters Score -2295752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -2295748.250000 Penalty: 5026.702148
	Iteration 36Q: 3 clusters Score -2295748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -2295746.500000 Penalty: 5026.702148
	Iteration 37Q: 3 clusters Score -2295746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -2295751.000000 Penalty: 5026.702148
	Iteration 38Q: 3 clusters Score -2295751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2295754.500000 Penalty: 5026.702148
	Iteration 39Q: 3 clusters Score -2295754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -2295754.750000 Penalty: 5026.702148
	Iteration 40F: 3 clusters Score -2295755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2295756.250000 Penalty: 5026.702148
	Iteration 41Q: 3 clusters Score -2295756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2295758.750000 Penalty: 5026.702148
	Iteration 42Q: 3 clusters Score -2295759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2295764.500000 Penalty: 5026.702148
	Iteration 43Q: 3 clusters Score -2295764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2295760.750000 Penalty: 5026.702148
	Iteration 44Q: 3 clusters Score -2295761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -2295759.750000 Penalty: 5026.702148
	Iteration 45Q: 3 clusters Score -2295760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2295763.250000 Penalty: 5026.702148
	Iteration 46Q: 3 clusters Score -2295763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2295759.500000 Penalty: 5026.702148
	Iteration 47Q: 3 clusters Score -2295760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2295761.250000 Penalty: 5026.702148
	Iteration 48Q: 3 clusters Score -2295761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2295762.250000 Penalty: 5026.702148
	Iteration 49Q: 3 clusters Score -2295762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -2295759.250000 Penalty: 5026.702148
	Iteration 50Q: 3 clusters Score -2295759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -2295761.250000 Penalty: 5026.702148
	Iteration 51Q: 3 clusters Score -2295761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -2295761.250000 Penalty: 5026.702148
	Iteration 52F: 3 clusters Score -2295761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 16532 members 
Mstep: Class 3 contains 11869 members 
Mstep: Class 4 contains 23500 members 
Mstep: Class 5 contains 6445 members 
Mstep: Class 6 contains 1971 members 
Mstep: Class 7 contains 15829 members 
Mstep: Class 8 contains 37911 members 
Mstep: Class 9 contains 9954 members 
Mstep: Class 10 contains 27287 members 
Mstep: Class 11 contains 25824 members 
Mstep: Class 12 contains 51402 members 
Mstep: Class 13 contains 22572 members 
Mstep: Class 14 contains 19404 members 
Mstep: Class 15 contains 22439 members 
Mstep: Class 16 contains 984 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 11344 members 
Mstep: Class 20 contains 14341 members 
Mstep: Class 21 contains 16219 members 
Mstep: Class 22 contains 818 members 
Mstep: Class 23 contains 93571 members 
Mstep: Class 24 contains 65428 members 
Mstep: Class 25 contains 9705 members 
Mstep: Class 26 contains 24020 members 
Mstep: Class 27 contains 9835 members 
Mstep: Class 28 contains 44486 members 
Mstep: Class 29 contains 3809 members 
Mstep: Class 30 contains 6070 members 
Mstep: Class 31 contains 805 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 18691 members 
Entering Unmasked Estep 
Score: -64636288.000000 Penalty: 109518.046875
Splitting cluster 18 changes total score from -64530308.000000 to -64636288.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (11344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Entering Unmasked Estep 
Score: -1115198.375000 Penalty: 2315.437988
	Iteration 0F: 2 clusters Score -1115198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1106889.875000 Penalty: 4630.875977
	Iteration 0F: 3 clusters Score -1106890 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1111984.750000 Penalty: 4630.875977
	Iteration 1F: 3 clusters Score -1111985 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1115268.875000 Penalty: 4630.875977
	Iteration 2F: 3 clusters Score -1115269 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1116566.000000 Penalty: 4630.875977
	Iteration 3F: 3 clusters Score -1116566 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1117145.250000 Penalty: 4630.875977
	Iteration 4F: 3 clusters Score -1117145 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1117478.000000 Penalty: 4630.875977
	Iteration 5Q: 3 clusters Score -1117478 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1117749.500000 Penalty: 4630.875977
	Iteration 6Q: 3 clusters Score -1117750 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1117973.000000 Penalty: 4630.875977
	Iteration 7Q: 3 clusters Score -1117973 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1118192.375000 Penalty: 4630.875977
	Iteration 8Q: 3 clusters Score -1118192 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1118415.500000 Penalty: 4630.875977
	Iteration 9Q: 3 clusters Score -1118416 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1118676.500000 Penalty: 4630.875977
	Iteration 10Q: 3 clusters Score -1118676 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1118949.500000 Penalty: 4630.875977
	Iteration 11Q: 3 clusters Score -1118950 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1119247.625000 Penalty: 4630.875977
	Iteration 12Q: 3 clusters Score -1119248 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1119583.375000 Penalty: 4630.875977
	Iteration 13Q: 3 clusters Score -1119583 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1119917.375000 Penalty: 4630.875977
	Iteration 14Q: 3 clusters Score -1119917 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1120329.125000 Penalty: 4630.875977
	Iteration 15Q: 3 clusters Score -1120329 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1120827.500000 Penalty: 4630.875977
	Iteration 16Q: 3 clusters Score -1120828 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1121325.875000 Penalty: 4630.875977
	Iteration 17Q: 3 clusters Score -1121326 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1121919.625000 Penalty: 4630.875977
	Iteration 18Q: 3 clusters Score -1121920 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1122416.500000 Penalty: 4630.875977
	Iteration 19Q: 3 clusters Score -1122416 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1122801.625000 Penalty: 4630.875977
	Iteration 20F: 3 clusters Score -1122802 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1123185.750000 Penalty: 4630.875977
	Iteration 21Q: 3 clusters Score -1123186 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1123521.500000 Penalty: 4630.875977
	Iteration 22Q: 3 clusters Score -1123522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1123664.375000 Penalty: 4630.875977
	Iteration 23Q: 3 clusters Score -1123664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1123678.750000 Penalty: 4630.875977
	Iteration 24Q: 3 clusters Score -1123679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1123682.875000 Penalty: 4630.875977
	Iteration 25Q: 3 clusters Score -1123683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1123682.875000 Penalty: 4630.875977
	Iteration 26F: 3 clusters Score -1123683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 16532 members 
Mstep: Class 3 contains 11869 members 
Mstep: Class 4 contains 23500 members 
Mstep: Class 5 contains 6445 members 
Mstep: Class 6 contains 1971 members 
Mstep: Class 7 contains 15829 members 
Mstep: Class 8 contains 37911 members 
Mstep: Class 9 contains 9954 members 
Mstep: Class 10 contains 27287 members 
Mstep: Class 11 contains 25824 members 
Mstep: Class 12 contains 51402 members 
Mstep: Class 13 contains 22572 members 
Mstep: Class 14 contains 19404 members 
Mstep: Class 15 contains 22439 members 
Mstep: Class 16 contains 984 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 14341 members 
Mstep: Class 21 contains 16219 members 
Mstep: Class 22 contains 818 members 
Mstep: Class 23 contains 93571 members 
Mstep: Class 24 contains 65428 members 
Mstep: Class 25 contains 9705 members 
Mstep: Class 26 contains 24020 members 
Mstep: Class 27 contains 9835 members 
Mstep: Class 28 contains 44486 members 
Mstep: Class 29 contains 3809 members 
Mstep: Class 30 contains 6070 members 
Mstep: Class 31 contains 805 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 18691 members 
Mstep: Class 34 contains 10372 members 
Entering Unmasked Estep 
Score: -64643640.000000 Penalty: 112836.773438
Splitting cluster 19 changes total score from -64530308.000000 to -64643640.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 20 (14341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Entering Unmasked Estep 
Score: -975051.562500 Penalty: 2373.577637
	Iteration 0F: 2 clusters Score -975051.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -964858.812500 Penalty: 4747.155273
	Iteration 0F: 3 clusters Score -964858.8 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -969092.750000 Penalty: 4747.155273
	Iteration 1F: 3 clusters Score -969092.8 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -970934.437500 Penalty: 4747.155273
	Iteration 2F: 3 clusters Score -970934.4 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -973246.000000 Penalty: 4747.155273
	Iteration 3F: 3 clusters Score -973246 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -975167.312500 Penalty: 4747.155273
	Iteration 4F: 3 clusters Score -975167.3 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -976492.312500 Penalty: 4747.155273
	Iteration 5F: 3 clusters Score -976492.3 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -977728.750000 Penalty: 4747.155273
	Iteration 6F: 3 clusters Score -977728.8 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -978761.375000 Penalty: 4747.155273
	Iteration 7F: 3 clusters Score -978761.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -979487.437500 Penalty: 4747.155273
	Iteration 8Q: 3 clusters Score -979487.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -979818.875000 Penalty: 4747.155273
	Iteration 9Q: 3 clusters Score -979818.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -979962.687500 Penalty: 4747.155273
	Iteration 10Q: 3 clusters Score -979962.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -980037.250000 Penalty: 4747.155273
	Iteration 11Q: 3 clusters Score -980037.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -980078.375000 Penalty: 4747.155273
	Iteration 12Q: 3 clusters Score -980078.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -980094.312500 Penalty: 4747.155273
	Iteration 13Q: 3 clusters Score -980094.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -980104.562500 Penalty: 4747.155273
	Iteration 14Q: 3 clusters Score -980104.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -980113.625000 Penalty: 4747.155273
	Iteration 15Q: 3 clusters Score -980113.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -980115.937500 Penalty: 4747.155273
	Iteration 16Q: 3 clusters Score -980115.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -980114.687500 Penalty: 4747.155273
	Iteration 17Q: 3 clusters Score -980114.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -980117.000000 Penalty: 4747.155273
	Iteration 18Q: 3 clusters Score -980117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -980117.312500 Penalty: 4747.155273
	Iteration 19Q: 3 clusters Score -980117.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -980130.687500 Penalty: 4747.155273
	Iteration 20F: 3 clusters Score -980130.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -980135.625000 Penalty: 4747.155273
	Iteration 21Q: 3 clusters Score -980135.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -980139.000000 Penalty: 4747.155273
	Iteration 22Q: 3 clusters Score -980139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -980138.437500 Penalty: 4747.155273
	Iteration 23Q: 3 clusters Score -980138.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -980140.875000 Penalty: 4747.155273
	Iteration 24Q: 3 clusters Score -980140.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -980143.750000 Penalty: 4747.155273
	Iteration 25Q: 3 clusters Score -980143.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -980147.125000 Penalty: 4747.155273
	Iteration 26Q: 3 clusters Score -980147.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -980149.625000 Penalty: 4747.155273
	Iteration 27Q: 3 clusters Score -980149.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -980147.937500 Penalty: 4747.155273
	Iteration 28Q: 3 clusters Score -980147.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -980149.000000 Penalty: 4747.155273
	Iteration 29Q: 3 clusters Score -980149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -980150.937500 Penalty: 4747.155273
	Iteration 30Q: 3 clusters Score -980150.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -980150.125000 Penalty: 4747.155273
	Iteration 31Q: 3 clusters Score -980150.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -980149.062500 Penalty: 4747.155273
	Iteration 32Q: 3 clusters Score -980149.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -980151.625000 Penalty: 4747.155273
	Iteration 33Q: 3 clusters Score -980151.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -980155.187500 Penalty: 4747.155273
	Iteration 34Q: 3 clusters Score -980155.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -980155.000000 Penalty: 4747.155273
	Iteration 35Q: 3 clusters Score -980155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -980156.437500 Penalty: 4747.155273
	Iteration 36Q: 3 clusters Score -980156.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -980155.625000 Penalty: 4747.155273
	Iteration 37Q: 3 clusters Score -980155.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -980157.375000 Penalty: 4747.155273
	Iteration 38Q: 3 clusters Score -980157.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -980161.750000 Penalty: 4747.155273
	Iteration 39Q: 3 clusters Score -980161.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -980161.687500 Penalty: 4747.155273
	Iteration 40F: 3 clusters Score -980161.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -980161.187500 Penalty: 4747.155273
	Iteration 41Q: 3 clusters Score -980161.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -980162.625000 Penalty: 4747.155273
	Iteration 42Q: 3 clusters Score -980162.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -980164.500000 Penalty: 4747.155273
	Iteration 43Q: 3 clusters Score -980164.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -980165.062500 Penalty: 4747.155273
	Iteration 44Q: 3 clusters Score -980165.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -980164.187500 Penalty: 4747.155273
	Iteration 45Q: 3 clusters Score -980164.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -980164.187500 Penalty: 4747.155273
	Iteration 46F: 3 clusters Score -980164.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 16532 members 
Mstep: Class 3 contains 11869 members 
Mstep: Class 4 contains 23500 members 
Mstep: Class 5 contains 6445 members 
Mstep: Class 6 contains 1971 members 
Mstep: Class 7 contains 15829 members 
Mstep: Class 8 contains 37911 members 
Mstep: Class 9 contains 9954 members 
Mstep: Class 10 contains 27287 members 
Mstep: Class 11 contains 25824 members 
Mstep: Class 12 contains 51402 members 
Mstep: Class 13 contains 22572 members 
Mstep: Class 14 contains 19404 members 
Mstep: Class 15 contains 22439 members 
Mstep: Class 16 contains 984 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 11911 members 
Mstep: Class 21 contains 16219 members 
Mstep: Class 22 contains 818 members 
Mstep: Class 23 contains 93571 members 
Mstep: Class 24 contains 65428 members 
Mstep: Class 25 contains 9705 members 
Mstep: Class 26 contains 24020 members 
Mstep: Class 27 contains 9835 members 
Mstep: Class 28 contains 44486 members 
Mstep: Class 29 contains 3809 members 
Mstep: Class 30 contains 6070 members 
Mstep: Class 31 contains 805 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 18691 members 
Mstep: Class 34 contains 10372 members 
Mstep: Class 35 contains 2430 members 
Entering Unmasked Estep 
Score: -64647664.000000 Penalty: 116155.500000
Splitting cluster 20 changes total score from -64530308.000000 to -64647664.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 16532 members 
Mstep: Class 3 contains 11869 members 
Mstep: Class 4 contains 23500 members 
Mstep: Class 5 contains 6445 members 
Mstep: Class 6 contains 1971 members 
Mstep: Class 7 contains 15829 members 
Mstep: Class 8 contains 37911 members 
Mstep: Class 9 contains 9954 members 
Mstep: Class 10 contains 27287 members 
Mstep: Class 12 contains 51402 members 
Mstep: Class 13 contains 22572 members 
Mstep: Class 14 contains 19404 members 
Mstep: Class 15 contains 22439 members 
Mstep: Class 16 contains 984 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 11911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64674800.000000 Penalty: 116155.500000
Iteration 39Q: 36 clusters Score -6.46748e+07 nChanged 30747
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 18417 members 
Mstep: Class 3 contains 12475 members 
Mstep: Class 4 contains 23556 members 
Mstep: Class 5 contains 7315 members 
Mstep: Class 6 contains 2026 members 
Mstep: Class 7 contains 16527 members 
Mstep: Class 8 contains 40325 members 
Mstep: Class 9 contains 10077 members 
Mstep: Class 10 contains 26699 members 
Mstep: Class 11 contains 25465 members 
Mstep: Class 12 contains 52300 members 
Mstep: Class 13 contains 23505 members 
Mstep: Class 14 contains 19628 members 
Mstep: Class 15 contains 23031 members 
Mstep: Class 16 contains 984 members 
Mstep: Class 17 contains 1436 members 
Mstep: Class 18 contains 6690 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 13182 members 
Mstep: Class 21 contains 15738 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 92396 members 
Mstep: Class 24 contains 63621 members 
Mstep: Class 25 contains 9035 members 
Mstep: Class 26 contains 22789 members 
Mstep: Class 27 contains 9527 members 
Mstep: Class 28 contains 42798 members 
Mstep: Class 29 contains 3611 members 
Mstep: Class 30 contains 5961 members 
Mstep: Class 31 contains 826 members 
Mstep: Class 32 contains 463 members 
Mstep: Class 33 contains 17601 members 
Mstep: Class 34 contains 9955 members 
Mstep: Class 35 contains 2412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64694356.000000 Penalty: 116155.500000
Iteration 40F: 36 clusters Score -6.469436e+07 nChanged 20757
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 19087 members 
Mstep: Class 3 contains 12703 members 
Mstep: Class 4 contains 23137 members 
Mstep: Class 5 contains 7668 members 
Mstep: Class 6 contains 2063 members 
Mstep: Class 7 contains 16548 members 
Mstep: Class 8 contains 39901 members 
Mstep: Class 9 contains 9963 members 
Mstep: Class 10 contains 25845 members 
Mstep: Class 11 contains 25873 members 
Mstep: Class 12 contains 51722 members 
Mstep: Class 13 contains 23440 members 
Mstep: Class 14 contains 19564 members 
Mstep: Class 15 contains 22653 members 
Mstep: Class 16 contains 990 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 6456 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 13837 members 
Mstep: Class 21 contains 15904 members 
Mstep: Class 22 contains 960 members 
Mstep: Class 23 contains 92106 members 
Mstep: Class 24 contains 63304 members 
Mstep: Class 25 contains 9434 members 
Mstep: Class 26 contains 23073 members 
Mstep: Class 27 contains 9658 members 
Mstep: Class 28 contains 42406 members 
Mstep: Class 29 contains 3767 members 
Mstep: Class 30 contains 6256 members 
Mstep: Class 31 contains 822 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 17783 members 
Mstep: Class 34 contains 10229 members 
Mstep: Class 35 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64701164.000000 Penalty: 116155.500000
Iteration 41Q: 36 clusters Score -6.470116e+07 nChanged 11230
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 19626 members 
Mstep: Class 3 contains 12970 members 
Mstep: Class 4 contains 22881 members 
Mstep: Class 5 contains 7988 members 
Mstep: Class 6 contains 2102 members 
Mstep: Class 7 contains 16548 members 
Mstep: Class 8 contains 39791 members 
Mstep: Class 9 contains 9933 members 
Mstep: Class 10 contains 25269 members 
Mstep: Class 11 contains 26160 members 
Mstep: Class 12 contains 51343 members 
Mstep: Class 13 contains 23426 members 
Mstep: Class 14 contains 19717 members 
Mstep: Class 15 contains 22455 members 
Mstep: Class 16 contains 1007 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 6363 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 14305 members 
Mstep: Class 21 contains 16124 members 
Mstep: Class 22 contains 961 members 
Mstep: Class 23 contains 91805 members 
Mstep: Class 24 contains 62813 members 
Mstep: Class 25 contains 9708 members 
Mstep: Class 26 contains 23408 members 
Mstep: Class 27 contains 9710 members 
Mstep: Class 28 contains 41690 members 
Mstep: Class 29 contains 3904 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 806 members 
Mstep: Class 32 contains 440 members 
Mstep: Class 33 contains 17844 members 
Mstep: Class 34 contains 10262 members 
Mstep: Class 35 contains 2537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64704132.000000 Penalty: 116155.500000
Iteration 42Q: 36 clusters Score -6.470413e+07 nChanged 8295
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 20040 members 
Mstep: Class 3 contains 13273 members 
Mstep: Class 4 contains 22724 members 
Mstep: Class 5 contains 8221 members 
Mstep: Class 6 contains 2127 members 
Mstep: Class 7 contains 16537 members 
Mstep: Class 8 contains 39691 members 
Mstep: Class 9 contains 9927 members 
Mstep: Class 10 contains 24860 members 
Mstep: Class 11 contains 26393 members 
Mstep: Class 12 contains 50966 members 
Mstep: Class 13 contains 23429 members 
Mstep: Class 14 contains 19893 members 
Mstep: Class 15 contains 22297 members 
Mstep: Class 16 contains 1040 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 6296 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 14659 members 
Mstep: Class 21 contains 16363 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 91594 members 
Mstep: Class 24 contains 62409 members 
Mstep: Class 25 contains 9924 members 
Mstep: Class 26 contains 23695 members 
Mstep: Class 27 contains 9766 members 
Mstep: Class 28 contains 41004 members 
Mstep: Class 29 contains 4026 members 
Mstep: Class 30 contains 6651 members 
Mstep: Class 31 contains 773 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17848 members 
Mstep: Class 34 contains 10239 members 
Mstep: Class 35 contains 2624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64706140.000000 Penalty: 116155.500000
Iteration 43Q: 36 clusters Score -6.470614e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 20390 members 
Mstep: Class 3 contains 13544 members 
Mstep: Class 4 contains 22585 members 
Mstep: Class 5 contains 8401 members 
Mstep: Class 6 contains 2139 members 
Mstep: Class 7 contains 16518 members 
Mstep: Class 8 contains 39606 members 
Mstep: Class 9 contains 9933 members 
Mstep: Class 10 contains 24576 members 
Mstep: Class 11 contains 26575 members 
Mstep: Class 12 contains 50611 members 
Mstep: Class 13 contains 23449 members 
Mstep: Class 14 contains 20162 members 
Mstep: Class 15 contains 22135 members 
Mstep: Class 16 contains 1047 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 6263 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 14929 members 
Mstep: Class 21 contains 16555 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 91467 members 
Mstep: Class 24 contains 62040 members 
Mstep: Class 25 contains 10124 members 
Mstep: Class 26 contains 23974 members 
Mstep: Class 27 contains 9795 members 
Mstep: Class 28 contains 40386 members 
Mstep: Class 29 contains 4152 members 
Mstep: Class 30 contains 6812 members 
Mstep: Class 31 contains 768 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17832 members 
Mstep: Class 34 contains 10194 members 
Mstep: Class 35 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64708140.000000 Penalty: 116155.500000
Iteration 44Q: 36 clusters Score -6.470814e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 20659 members 
Mstep: Class 3 contains 13785 members 
Mstep: Class 4 contains 22484 members 
Mstep: Class 5 contains 8537 members 
Mstep: Class 6 contains 2156 members 
Mstep: Class 7 contains 16491 members 
Mstep: Class 8 contains 39563 members 
Mstep: Class 9 contains 9945 members 
Mstep: Class 10 contains 24334 members 
Mstep: Class 11 contains 26757 members 
Mstep: Class 12 contains 50311 members 
Mstep: Class 13 contains 23479 members 
Mstep: Class 14 contains 20469 members 
Mstep: Class 15 contains 21935 members 
Mstep: Class 16 contains 1062 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 6250 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 15164 members 
Mstep: Class 21 contains 16745 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 91366 members 
Mstep: Class 24 contains 61687 members 
Mstep: Class 25 contains 10250 members 
Mstep: Class 26 contains 24240 members 
Mstep: Class 27 contains 9822 members 
Mstep: Class 28 contains 39868 members 
Mstep: Class 29 contains 4266 members 
Mstep: Class 30 contains 6964 members 
Mstep: Class 31 contains 752 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17803 members 
Mstep: Class 34 contains 10137 members 
Mstep: Class 35 contains 2839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64709588.000000 Penalty: 116155.500000
Iteration 45Q: 36 clusters Score -6.470959e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 20836 members 
Mstep: Class 3 contains 14029 members 
Mstep: Class 4 contains 22404 members 
Mstep: Class 5 contains 8628 members 
Mstep: Class 6 contains 2168 members 
Mstep: Class 7 contains 16468 members 
Mstep: Class 8 contains 39523 members 
Mstep: Class 9 contains 9947 members 
Mstep: Class 10 contains 24152 members 
Mstep: Class 11 contains 26904 members 
Mstep: Class 12 contains 50014 members 
Mstep: Class 13 contains 23502 members 
Mstep: Class 14 contains 20757 members 
Mstep: Class 15 contains 21766 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 6241 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 15399 members 
Mstep: Class 21 contains 16908 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 91304 members 
Mstep: Class 24 contains 61422 members 
Mstep: Class 25 contains 10375 members 
Mstep: Class 26 contains 24412 members 
Mstep: Class 27 contains 9842 members 
Mstep: Class 28 contains 39417 members 
Mstep: Class 29 contains 4381 members 
Mstep: Class 30 contains 7110 members 
Mstep: Class 31 contains 746 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17787 members 
Mstep: Class 34 contains 10105 members 
Mstep: Class 35 contains 2937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64711032.000000 Penalty: 116155.500000
Iteration 46Q: 36 clusters Score -6.471103e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 20967 members 
Mstep: Class 3 contains 14261 members 
Mstep: Class 4 contains 22345 members 
Mstep: Class 5 contains 8698 members 
Mstep: Class 6 contains 2179 members 
Mstep: Class 7 contains 16438 members 
Mstep: Class 8 contains 39536 members 
Mstep: Class 9 contains 9946 members 
Mstep: Class 10 contains 24005 members 
Mstep: Class 11 contains 27008 members 
Mstep: Class 12 contains 49753 members 
Mstep: Class 13 contains 23517 members 
Mstep: Class 14 contains 21063 members 
Mstep: Class 15 contains 21556 members 
Mstep: Class 16 contains 1079 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 6236 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 15643 members 
Mstep: Class 21 contains 17078 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 91261 members 
Mstep: Class 24 contains 61222 members 
Mstep: Class 25 contains 10465 members 
Mstep: Class 26 contains 24555 members 
Mstep: Class 27 contains 9853 members 
Mstep: Class 28 contains 38967 members 
Mstep: Class 29 contains 4506 members 
Mstep: Class 30 contains 7265 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17765 members 
Mstep: Class 34 contains 10071 members 
Mstep: Class 35 contains 3035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64711688.000000 Penalty: 116155.500000
Iteration 47Q: 36 clusters Score -6.471169e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 21064 members 
Mstep: Class 3 contains 14471 members 
Mstep: Class 4 contains 22304 members 
Mstep: Class 5 contains 8752 members 
Mstep: Class 6 contains 2184 members 
Mstep: Class 7 contains 16422 members 
Mstep: Class 8 contains 39501 members 
Mstep: Class 9 contains 9921 members 
Mstep: Class 10 contains 23894 members 
Mstep: Class 11 contains 27111 members 
Mstep: Class 12 contains 49547 members 
Mstep: Class 13 contains 23553 members 
Mstep: Class 14 contains 21337 members 
Mstep: Class 15 contains 21357 members 
Mstep: Class 16 contains 1081 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 6241 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 15878 members 
Mstep: Class 21 contains 17254 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 91228 members 
Mstep: Class 24 contains 61014 members 
Mstep: Class 25 contains 10531 members 
Mstep: Class 26 contains 24724 members 
Mstep: Class 27 contains 9852 members 
Mstep: Class 28 contains 38515 members 
Mstep: Class 29 contains 4637 members 
Mstep: Class 30 contains 7416 members 
Mstep: Class 31 contains 733 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17762 members 
Mstep: Class 34 contains 10056 members 
Mstep: Class 35 contains 3115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64712460.000000 Penalty: 116155.500000
Iteration 48Q: 36 clusters Score -6.471246e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 21163 members 
Mstep: Class 3 contains 14653 members 
Mstep: Class 4 contains 22251 members 
Mstep: Class 5 contains 8793 members 
Mstep: Class 6 contains 2186 members 
Mstep: Class 7 contains 16408 members 
Mstep: Class 8 contains 39474 members 
Mstep: Class 9 contains 9902 members 
Mstep: Class 10 contains 23772 members 
Mstep: Class 11 contains 27190 members 
Mstep: Class 12 contains 49408 members 
Mstep: Class 13 contains 23574 members 
Mstep: Class 14 contains 21583 members 
Mstep: Class 15 contains 21179 members 
Mstep: Class 16 contains 1090 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 6260 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 16112 members 
Mstep: Class 21 contains 17409 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 91196 members 
Mstep: Class 24 contains 60865 members 
Mstep: Class 25 contains 10572 members 
Mstep: Class 26 contains 24862 members 
Mstep: Class 27 contains 9848 members 
Mstep: Class 28 contains 38109 members 
Mstep: Class 29 contains 4783 members 
Mstep: Class 30 contains 7557 members 
Mstep: Class 31 contains 724 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17742 members 
Mstep: Class 34 contains 10050 members 
Mstep: Class 35 contains 3188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64713136.000000 Penalty: 116155.500000
Iteration 49Q: 36 clusters Score -6.471314e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 21256 members 
Mstep: Class 3 contains 14798 members 
Mstep: Class 4 contains 22195 members 
Mstep: Class 5 contains 8822 members 
Mstep: Class 6 contains 2186 members 
Mstep: Class 7 contains 16375 members 
Mstep: Class 8 contains 39433 members 
Mstep: Class 9 contains 9880 members 
Mstep: Class 10 contains 23626 members 
Mstep: Class 11 contains 27286 members 
Mstep: Class 12 contains 49264 members 
Mstep: Class 13 contains 23594 members 
Mstep: Class 14 contains 21774 members 
Mstep: Class 15 contains 21013 members 
Mstep: Class 16 contains 1091 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 6292 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 16309 members 
Mstep: Class 21 contains 17552 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 91189 members 
Mstep: Class 24 contains 60734 members 
Mstep: Class 25 contains 10642 members 
Mstep: Class 26 contains 25002 members 
Mstep: Class 27 contains 9851 members 
Mstep: Class 28 contains 37730 members 
Mstep: Class 29 contains 4911 members 
Mstep: Class 30 contains 7729 members 
Mstep: Class 31 contains 723 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17738 members 
Mstep: Class 34 contains 10024 members 
Mstep: Class 35 contains 3246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64713860.000000 Penalty: 116155.500000
Iteration 50Q: 36 clusters Score -6.471386e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 21325 members 
Mstep: Class 3 contains 14925 members 
Mstep: Class 4 contains 22162 members 
Mstep: Class 5 contains 8853 members 
Mstep: Class 6 contains 2187 members 
Mstep: Class 7 contains 16366 members 
Mstep: Class 8 contains 39425 members 
Mstep: Class 9 contains 9866 members 
Mstep: Class 10 contains 23481 members 
Mstep: Class 11 contains 27376 members 
Mstep: Class 12 contains 49120 members 
Mstep: Class 13 contains 23611 members 
Mstep: Class 14 contains 21912 members 
Mstep: Class 15 contains 20865 members 
Mstep: Class 16 contains 1100 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 6297 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 16469 members 
Mstep: Class 21 contains 17676 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 91169 members 
Mstep: Class 24 contains 60610 members 
Mstep: Class 25 contains 10699 members 
Mstep: Class 26 contains 25144 members 
Mstep: Class 27 contains 9842 members 
Mstep: Class 28 contains 37376 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 7899 members 
Mstep: Class 31 contains 714 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17731 members 
Mstep: Class 34 contains 10012 members 
Mstep: Class 35 contains 3312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64714136.000000 Penalty: 116155.500000
Iteration 51Q: 36 clusters Score -6.471414e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 21389 members 
Mstep: Class 3 contains 15052 members 
Mstep: Class 4 contains 22128 members 
Mstep: Class 5 contains 8883 members 
Mstep: Class 6 contains 2189 members 
Mstep: Class 7 contains 16350 members 
Mstep: Class 8 contains 39428 members 
Mstep: Class 9 contains 9861 members 
Mstep: Class 10 contains 23320 members 
Mstep: Class 11 contains 27481 members 
Mstep: Class 12 contains 49015 members 
Mstep: Class 13 contains 23617 members 
Mstep: Class 14 contains 22006 members 
Mstep: Class 15 contains 20712 members 
Mstep: Class 16 contains 1100 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 6317 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 16594 members 
Mstep: Class 21 contains 17772 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 91149 members 
Mstep: Class 24 contains 60505 members 
Mstep: Class 25 contains 10732 members 
Mstep: Class 26 contains 25288 members 
Mstep: Class 27 contains 9837 members 
Mstep: Class 28 contains 37064 members 
Mstep: Class 29 contains 5124 members 
Mstep: Class 30 contains 8081 members 
Mstep: Class 31 contains 714 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17715 members 
Mstep: Class 34 contains 10000 members 
Mstep: Class 35 contains 3375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64714924.000000 Penalty: 116155.500000
Iteration 52Q: 36 clusters Score -6.471492e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 21477 members 
Mstep: Class 3 contains 15181 members 
Mstep: Class 4 contains 22107 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 2192 members 
Mstep: Class 7 contains 16332 members 
Mstep: Class 8 contains 39399 members 
Mstep: Class 9 contains 9840 members 
Mstep: Class 10 contains 23142 members 
Mstep: Class 11 contains 27572 members 
Mstep: Class 12 contains 48920 members 
Mstep: Class 13 contains 23631 members 
Mstep: Class 14 contains 22089 members 
Mstep: Class 15 contains 20566 members 
Mstep: Class 16 contains 1109 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 6362 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 16701 members 
Mstep: Class 21 contains 17855 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 91129 members 
Mstep: Class 24 contains 60397 members 
Mstep: Class 25 contains 10771 members 
Mstep: Class 26 contains 25438 members 
Mstep: Class 27 contains 9836 members 
Mstep: Class 28 contains 36780 members 
Mstep: Class 29 contains 5209 members 
Mstep: Class 30 contains 8252 members 
Mstep: Class 31 contains 705 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17690 members 
Mstep: Class 34 contains 9995 members 
Mstep: Class 35 contains 3440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64715516.000000 Penalty: 116155.500000
Iteration 53Q: 36 clusters Score -6.471552e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 21574 members 
Mstep: Class 3 contains 15293 members 
Mstep: Class 4 contains 22084 members 
Mstep: Class 5 contains 8917 members 
Mstep: Class 6 contains 2194 members 
Mstep: Class 7 contains 16326 members 
Mstep: Class 8 contains 39365 members 
Mstep: Class 9 contains 9823 members 
Mstep: Class 10 contains 22942 members 
Mstep: Class 11 contains 27678 members 
Mstep: Class 12 contains 48841 members 
Mstep: Class 13 contains 23646 members 
Mstep: Class 14 contains 22183 members 
Mstep: Class 15 contains 20426 members 
Mstep: Class 16 contains 1109 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 6389 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 16831 members 
Mstep: Class 21 contains 17925 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 91119 members 
Mstep: Class 24 contains 60290 members 
Mstep: Class 25 contains 10801 members 
Mstep: Class 26 contains 25563 members 
Mstep: Class 27 contains 9831 members 
Mstep: Class 28 contains 36526 members 
Mstep: Class 29 contains 5275 members 
Mstep: Class 30 contains 8435 members 
Mstep: Class 31 contains 705 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17665 members 
Mstep: Class 34 contains 9987 members 
Mstep: Class 35 contains 3488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64716092.000000 Penalty: 116155.500000
Iteration 54Q: 36 clusters Score -6.471609e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 21669 members 
Mstep: Class 3 contains 15408 members 
Mstep: Class 4 contains 22069 members 
Mstep: Class 5 contains 8928 members 
Mstep: Class 6 contains 2195 members 
Mstep: Class 7 contains 16322 members 
Mstep: Class 8 contains 39316 members 
Mstep: Class 9 contains 9808 members 
Mstep: Class 10 contains 22736 members 
Mstep: Class 11 contains 27799 members 
Mstep: Class 12 contains 48772 members 
Mstep: Class 13 contains 23655 members 
Mstep: Class 14 contains 22263 members 
Mstep: Class 15 contains 20311 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 6416 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 16963 members 
Mstep: Class 21 contains 17987 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 91108 members 
Mstep: Class 24 contains 60197 members 
Mstep: Class 25 contains 10826 members 
Mstep: Class 26 contains 25681 members 
Mstep: Class 27 contains 9827 members 
Mstep: Class 28 contains 36280 members 
Mstep: Class 29 contains 5353 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 695 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17617 members 
Mstep: Class 34 contains 9985 members 
Mstep: Class 35 contains 3532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64716400.000000 Penalty: 116155.500000
Iteration 55Q: 36 clusters Score -6.47164e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 21762 members 
Mstep: Class 3 contains 15505 members 
Mstep: Class 4 contains 22050 members 
Mstep: Class 5 contains 8935 members 
Mstep: Class 6 contains 2195 members 
Mstep: Class 7 contains 16310 members 
Mstep: Class 8 contains 39306 members 
Mstep: Class 9 contains 9811 members 
Mstep: Class 10 contains 22539 members 
Mstep: Class 11 contains 27904 members 
Mstep: Class 12 contains 48726 members 
Mstep: Class 13 contains 23653 members 
Mstep: Class 14 contains 22343 members 
Mstep: Class 15 contains 20210 members 
Mstep: Class 16 contains 1123 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 6438 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 17081 members 
Mstep: Class 21 contains 18028 members 
Mstep: Class 22 contains 955 members 
Mstep: Class 23 contains 91103 members 
Mstep: Class 24 contains 60114 members 
Mstep: Class 25 contains 10841 members 
Mstep: Class 26 contains 25794 members 
Mstep: Class 27 contains 9824 members 
Mstep: Class 28 contains 36043 members 
Mstep: Class 29 contains 5420 members 
Mstep: Class 30 contains 8757 members 
Mstep: Class 31 contains 689 members 
Mstep: Class 32 contains 439 members 
Mstep: Class 33 contains 17584 members 
Mstep: Class 34 contains 9981 members 
Mstep: Class 35 contains 3571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64717008.000000 Penalty: 116155.500000
Iteration 56Q: 36 clusters Score -6.471701e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 21829 members 
Mstep: Class 3 contains 15578 members 
Mstep: Class 4 contains 22045 members 
Mstep: Class 5 contains 8947 members 
Mstep: Class 6 contains 2195 members 
Mstep: Class 7 contains 16303 members 
Mstep: Class 8 contains 39286 members 
Mstep: Class 9 contains 9803 members 
Mstep: Class 10 contains 22331 members 
Mstep: Class 11 contains 28002 members 
Mstep: Class 12 contains 48679 members 
Mstep: Class 13 contains 23648 members 
Mstep: Class 14 contains 22422 members 
Mstep: Class 15 contains 20151 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 6450 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 17186 members 
Mstep: Class 21 contains 18054 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91091 members 
Mstep: Class 24 contains 60038 members 
Mstep: Class 25 contains 10869 members 
Mstep: Class 26 contains 25904 members 
Mstep: Class 27 contains 9819 members 
Mstep: Class 28 contains 35835 members 
Mstep: Class 29 contains 5471 members 
Mstep: Class 30 contains 8912 members 
Mstep: Class 31 contains 685 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17556 members 
Mstep: Class 34 contains 9979 members 
Mstep: Class 35 contains 3609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64717196.000000 Penalty: 116155.500000
Iteration 57Q: 36 clusters Score -6.47172e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 21898 members 
Mstep: Class 3 contains 15649 members 
Mstep: Class 4 contains 22031 members 
Mstep: Class 5 contains 8958 members 
Mstep: Class 6 contains 2197 members 
Mstep: Class 7 contains 16301 members 
Mstep: Class 8 contains 39268 members 
Mstep: Class 9 contains 9786 members 
Mstep: Class 10 contains 22114 members 
Mstep: Class 11 contains 28085 members 
Mstep: Class 12 contains 48627 members 
Mstep: Class 13 contains 23652 members 
Mstep: Class 14 contains 22490 members 
Mstep: Class 15 contains 20073 members 
Mstep: Class 16 contains 1131 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 6455 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 17301 members 
Mstep: Class 21 contains 18078 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91081 members 
Mstep: Class 24 contains 59976 members 
Mstep: Class 25 contains 10886 members 
Mstep: Class 26 contains 25993 members 
Mstep: Class 27 contains 9813 members 
Mstep: Class 28 contains 35674 members 
Mstep: Class 29 contains 5522 members 
Mstep: Class 30 contains 9043 members 
Mstep: Class 31 contains 682 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17565 members 
Mstep: Class 34 contains 9981 members 
Mstep: Class 35 contains 3648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64717708.000000 Penalty: 116155.500000
Iteration 58Q: 36 clusters Score -6.471771e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 21979 members 
Mstep: Class 3 contains 15719 members 
Mstep: Class 4 contains 22033 members 
Mstep: Class 5 contains 8970 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 16301 members 
Mstep: Class 8 contains 39222 members 
Mstep: Class 9 contains 9779 members 
Mstep: Class 10 contains 21901 members 
Mstep: Class 11 contains 28183 members 
Mstep: Class 12 contains 48572 members 
Mstep: Class 13 contains 23656 members 
Mstep: Class 14 contains 22539 members 
Mstep: Class 15 contains 20020 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 6453 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 17398 members 
Mstep: Class 21 contains 18092 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91073 members 
Mstep: Class 24 contains 59923 members 
Mstep: Class 25 contains 10915 members 
Mstep: Class 26 contains 26048 members 
Mstep: Class 27 contains 9808 members 
Mstep: Class 28 contains 35530 members 
Mstep: Class 29 contains 5560 members 
Mstep: Class 30 contains 9172 members 
Mstep: Class 31 contains 680 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17547 members 
Mstep: Class 34 contains 9980 members 
Mstep: Class 35 contains 3695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64717816.000000 Penalty: 116155.500000
Iteration 59Q: 36 clusters Score -6.471782e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 22067 members 
Mstep: Class 3 contains 15798 members 
Mstep: Class 4 contains 22032 members 
Mstep: Class 5 contains 8972 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 16293 members 
Mstep: Class 8 contains 39156 members 
Mstep: Class 9 contains 9766 members 
Mstep: Class 10 contains 21707 members 
Mstep: Class 11 contains 28283 members 
Mstep: Class 12 contains 48547 members 
Mstep: Class 13 contains 23661 members 
Mstep: Class 14 contains 22590 members 
Mstep: Class 15 contains 19958 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 6470 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 17465 members 
Mstep: Class 21 contains 18094 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91069 members 
Mstep: Class 24 contains 59863 members 
Mstep: Class 25 contains 10935 members 
Mstep: Class 26 contains 26108 members 
Mstep: Class 27 contains 9803 members 
Mstep: Class 28 contains 35397 members 
Mstep: Class 29 contains 5598 members 
Mstep: Class 30 contains 9303 members 
Mstep: Class 31 contains 680 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17534 members 
Mstep: Class 34 contains 9971 members 
Mstep: Class 35 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64718116.000000 Penalty: 116155.500000
Iteration 60F: 36 clusters Score -6.471812e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 22156 members 
Mstep: Class 3 contains 15870 members 
Mstep: Class 4 contains 22034 members 
Mstep: Class 5 contains 8975 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 16292 members 
Mstep: Class 8 contains 39075 members 
Mstep: Class 9 contains 9743 members 
Mstep: Class 10 contains 21531 members 
Mstep: Class 11 contains 28392 members 
Mstep: Class 12 contains 48510 members 
Mstep: Class 13 contains 23673 members 
Mstep: Class 14 contains 22634 members 
Mstep: Class 15 contains 19895 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 6486 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 17535 members 
Mstep: Class 21 contains 18096 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91067 members 
Mstep: Class 24 contains 59791 members 
Mstep: Class 25 contains 10966 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 9807 members 
Mstep: Class 28 contains 35280 members 
Mstep: Class 29 contains 5658 members 
Mstep: Class 30 contains 9418 members 
Mstep: Class 31 contains 680 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17519 members 
Mstep: Class 34 contains 9967 members 
Mstep: Class 35 contains 3796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64718396.000000 Penalty: 116155.500000
Iteration 61Q: 36 clusters Score -6.47184e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 22233 members 
Mstep: Class 3 contains 15948 members 
Mstep: Class 4 contains 22030 members 
Mstep: Class 5 contains 8977 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 7 contains 16289 members 
Mstep: Class 8 contains 39014 members 
Mstep: Class 9 contains 9716 members 
Mstep: Class 10 contains 21384 members 
Mstep: Class 11 contains 28493 members 
Mstep: Class 12 contains 48487 members 
Mstep: Class 13 contains 23674 members 
Mstep: Class 14 contains 22677 members 
Mstep: Class 15 contains 19847 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 6491 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 17601 members 
Mstep: Class 21 contains 18090 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91068 members 
Mstep: Class 24 contains 59731 members 
Mstep: Class 25 contains 10997 members 
Mstep: Class 26 contains 26181 members 
Mstep: Class 27 contains 9797 members 
Mstep: Class 28 contains 35169 members 
Mstep: Class 29 contains 5740 members 
Mstep: Class 30 contains 9511 members 
Mstep: Class 31 contains 680 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17526 members 
Mstep: Class 34 contains 9964 members 
Mstep: Class 35 contains 3841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64718688.000000 Penalty: 116155.500000
Iteration 62Q: 36 clusters Score -6.471869e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 22309 members 
Mstep: Class 3 contains 16032 members 
Mstep: Class 4 contains 22027 members 
Mstep: Class 5 contains 8980 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 7 contains 16286 members 
Mstep: Class 8 contains 38953 members 
Mstep: Class 9 contains 9709 members 
Mstep: Class 10 contains 21231 members 
Mstep: Class 11 contains 28585 members 
Mstep: Class 12 contains 48454 members 
Mstep: Class 13 contains 23684 members 
Mstep: Class 14 contains 22713 members 
Mstep: Class 15 contains 19819 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 6486 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 17649 members 
Mstep: Class 21 contains 18084 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91069 members 
Mstep: Class 24 contains 59657 members 
Mstep: Class 25 contains 11013 members 
Mstep: Class 26 contains 26224 members 
Mstep: Class 27 contains 9785 members 
Mstep: Class 28 contains 35053 members 
Mstep: Class 29 contains 5834 members 
Mstep: Class 30 contains 9605 members 
Mstep: Class 31 contains 680 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17536 members 
Mstep: Class 34 contains 9965 members 
Mstep: Class 35 contains 3893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64718808.000000 Penalty: 116155.500000
Iteration 63Q: 36 clusters Score -6.471881e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 22394 members 
Mstep: Class 3 contains 16103 members 
Mstep: Class 4 contains 22028 members 
Mstep: Class 5 contains 8985 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 7 contains 16285 members 
Mstep: Class 8 contains 38920 members 
Mstep: Class 9 contains 9707 members 
Mstep: Class 10 contains 21092 members 
Mstep: Class 11 contains 28678 members 
Mstep: Class 12 contains 48434 members 
Mstep: Class 13 contains 23689 members 
Mstep: Class 14 contains 22741 members 
Mstep: Class 15 contains 19792 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 6486 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 17709 members 
Mstep: Class 21 contains 18067 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91068 members 
Mstep: Class 24 contains 59587 members 
Mstep: Class 25 contains 11031 members 
Mstep: Class 26 contains 26253 members 
Mstep: Class 27 contains 9777 members 
Mstep: Class 28 contains 34925 members 
Mstep: Class 29 contains 5930 members 
Mstep: Class 30 contains 9682 members 
Mstep: Class 31 contains 680 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17537 members 
Mstep: Class 34 contains 9961 members 
Mstep: Class 35 contains 3925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64718804.000000 Penalty: 116155.500000
Iteration 64Q: 36 clusters Score -6.47188e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 22491 members 
Mstep: Class 3 contains 16189 members 
Mstep: Class 4 contains 22026 members 
Mstep: Class 5 contains 8994 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 7 contains 16281 members 
Mstep: Class 8 contains 38873 members 
Mstep: Class 9 contains 9712 members 
Mstep: Class 10 contains 20956 members 
Mstep: Class 11 contains 28775 members 
Mstep: Class 12 contains 48421 members 
Mstep: Class 13 contains 23694 members 
Mstep: Class 14 contains 22779 members 
Mstep: Class 15 contains 19748 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 6497 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 17780 members 
Mstep: Class 21 contains 18061 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91062 members 
Mstep: Class 24 contains 59518 members 
Mstep: Class 25 contains 11043 members 
Mstep: Class 26 contains 26287 members 
Mstep: Class 27 contains 9769 members 
Mstep: Class 28 contains 34793 members 
Mstep: Class 29 contains 6006 members 
Mstep: Class 30 contains 9739 members 
Mstep: Class 31 contains 680 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17524 members 
Mstep: Class 34 contains 9958 members 
Mstep: Class 35 contains 3948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64718964.000000 Penalty: 116155.500000
Iteration 65Q: 36 clusters Score -6.471896e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 22577 members 
Mstep: Class 3 contains 16262 members 
Mstep: Class 4 contains 22023 members 
Mstep: Class 5 contains 8997 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 7 contains 16269 members 
Mstep: Class 8 contains 38846 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 20843 members 
Mstep: Class 11 contains 28850 members 
Mstep: Class 12 contains 48409 members 
Mstep: Class 13 contains 23702 members 
Mstep: Class 14 contains 22815 members 
Mstep: Class 15 contains 19704 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 6495 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 17837 members 
Mstep: Class 21 contains 18055 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91061 members 
Mstep: Class 24 contains 59444 members 
Mstep: Class 25 contains 11055 members 
Mstep: Class 26 contains 26319 members 
Mstep: Class 27 contains 9758 members 
Mstep: Class 28 contains 34678 members 
Mstep: Class 29 contains 6094 members 
Mstep: Class 30 contains 9793 members 
Mstep: Class 31 contains 680 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17529 members 
Mstep: Class 34 contains 9954 members 
Mstep: Class 35 contains 3981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64719388.000000 Penalty: 116155.500000
Iteration 66Q: 36 clusters Score -6.471939e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 22657 members 
Mstep: Class 3 contains 16350 members 
Mstep: Class 4 contains 22022 members 
Mstep: Class 5 contains 9001 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 7 contains 16263 members 
Mstep: Class 8 contains 38838 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 20755 members 
Mstep: Class 11 contains 28920 members 
Mstep: Class 12 contains 48397 members 
Mstep: Class 13 contains 23707 members 
Mstep: Class 14 contains 22846 members 
Mstep: Class 15 contains 19656 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 6486 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 17899 members 
Mstep: Class 21 contains 18047 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91060 members 
Mstep: Class 24 contains 59384 members 
Mstep: Class 25 contains 11068 members 
Mstep: Class 26 contains 26343 members 
Mstep: Class 27 contains 9748 members 
Mstep: Class 28 contains 34559 members 
Mstep: Class 29 contains 6202 members 
Mstep: Class 30 contains 9812 members 
Mstep: Class 31 contains 680 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17525 members 
Mstep: Class 34 contains 9950 members 
Mstep: Class 35 contains 4012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64719448.000000 Penalty: 116155.500000
Iteration 67Q: 36 clusters Score -6.471945e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 22725 members 
Mstep: Class 3 contains 16447 members 
Mstep: Class 4 contains 22020 members 
Mstep: Class 5 contains 9004 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 7 contains 16267 members 
Mstep: Class 8 contains 38808 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 20675 members 
Mstep: Class 11 contains 29000 members 
Mstep: Class 12 contains 48381 members 
Mstep: Class 13 contains 23710 members 
Mstep: Class 14 contains 22886 members 
Mstep: Class 15 contains 19608 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 6477 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 17952 members 
Mstep: Class 21 contains 18049 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91056 members 
Mstep: Class 24 contains 59325 members 
Mstep: Class 25 contains 11076 members 
Mstep: Class 26 contains 26383 members 
Mstep: Class 27 contains 9731 members 
Mstep: Class 28 contains 34451 members 
Mstep: Class 29 contains 6302 members 
Mstep: Class 30 contains 9817 members 
Mstep: Class 31 contains 680 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17521 members 
Mstep: Class 34 contains 9947 members 
Mstep: Class 35 contains 4039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64719516.000000 Penalty: 116155.500000
Iteration 68Q: 36 clusters Score -6.471952e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 22797 members 
Mstep: Class 3 contains 16558 members 
Mstep: Class 4 contains 22018 members 
Mstep: Class 5 contains 9004 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 7 contains 16265 members 
Mstep: Class 8 contains 38776 members 
Mstep: Class 9 contains 9703 members 
Mstep: Class 10 contains 20590 members 
Mstep: Class 11 contains 29067 members 
Mstep: Class 12 contains 48372 members 
Mstep: Class 13 contains 23714 members 
Mstep: Class 14 contains 22924 members 
Mstep: Class 15 contains 19574 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 6462 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 18012 members 
Mstep: Class 21 contains 18045 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91058 members 
Mstep: Class 24 contains 59287 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 26409 members 
Mstep: Class 27 contains 9729 members 
Mstep: Class 28 contains 34336 members 
Mstep: Class 29 contains 6396 members 
Mstep: Class 30 contains 9819 members 
Mstep: Class 31 contains 680 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17521 members 
Mstep: Class 34 contains 9947 members 
Mstep: Class 35 contains 4056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64719596.000000 Penalty: 116155.500000
Iteration 69Q: 36 clusters Score -6.47196e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 22884 members 
Mstep: Class 3 contains 16644 members 
Mstep: Class 4 contains 22018 members 
Mstep: Class 5 contains 9004 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 7 contains 16267 members 
Mstep: Class 8 contains 38739 members 
Mstep: Class 9 contains 9712 members 
Mstep: Class 10 contains 20517 members 
Mstep: Class 11 contains 29126 members 
Mstep: Class 12 contains 48366 members 
Mstep: Class 13 contains 23718 members 
Mstep: Class 14 contains 22962 members 
Mstep: Class 15 contains 19530 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 6455 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 18057 members 
Mstep: Class 21 contains 18042 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91061 members 
Mstep: Class 24 contains 59246 members 
Mstep: Class 25 contains 11094 members 
Mstep: Class 26 contains 26447 members 
Mstep: Class 27 contains 9730 members 
Mstep: Class 28 contains 34218 members 
Mstep: Class 29 contains 6497 members 
Mstep: Class 30 contains 9807 members 
Mstep: Class 31 contains 680 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17516 members 
Mstep: Class 34 contains 9944 members 
Mstep: Class 35 contains 4078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64719764.000000 Penalty: 116155.500000
Iteration 70Q: 36 clusters Score -6.471976e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 22980 members 
Mstep: Class 3 contains 16727 members 
Mstep: Class 4 contains 22016 members 
Mstep: Class 5 contains 9005 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 7 contains 16271 members 
Mstep: Class 8 contains 38689 members 
Mstep: Class 9 contains 9718 members 
Mstep: Class 10 contains 20449 members 
Mstep: Class 11 contains 29201 members 
Mstep: Class 12 contains 48371 members 
Mstep: Class 13 contains 23721 members 
Mstep: Class 14 contains 22984 members 
Mstep: Class 15 contains 19522 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 6450 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 18081 members 
Mstep: Class 21 contains 18024 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91062 members 
Mstep: Class 24 contains 59205 members 
Mstep: Class 25 contains 11100 members 
Mstep: Class 26 contains 26487 members 
Mstep: Class 27 contains 9731 members 
Mstep: Class 28 contains 34086 members 
Mstep: Class 29 contains 6587 members 
Mstep: Class 30 contains 9793 members 
Mstep: Class 31 contains 680 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17502 members 
Mstep: Class 34 contains 9940 members 
Mstep: Class 35 contains 4105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64719748.000000 Penalty: 116155.500000
Iteration 71Q: 36 clusters Score -6.471975e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 23083 members 
Mstep: Class 3 contains 16820 members 
Mstep: Class 4 contains 22014 members 
Mstep: Class 5 contains 9006 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 7 contains 16274 members 
Mstep: Class 8 contains 38673 members 
Mstep: Class 9 contains 9721 members 
Mstep: Class 10 contains 20382 members 
Mstep: Class 11 contains 29273 members 
Mstep: Class 12 contains 48365 members 
Mstep: Class 13 contains 23725 members 
Mstep: Class 14 contains 23014 members 
Mstep: Class 15 contains 19482 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 6444 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 18105 members 
Mstep: Class 21 contains 18008 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91061 members 
Mstep: Class 24 contains 59165 members 
Mstep: Class 25 contains 11106 members 
Mstep: Class 26 contains 26522 members 
Mstep: Class 27 contains 9727 members 
Mstep: Class 28 contains 33955 members 
Mstep: Class 29 contains 6667 members 
Mstep: Class 30 contains 9796 members 
Mstep: Class 31 contains 680 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17501 members 
Mstep: Class 34 contains 9938 members 
Mstep: Class 35 contains 4125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64720104.000000 Penalty: 116155.500000
Iteration 72Q: 36 clusters Score -6.47201e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 23177 members 
Mstep: Class 3 contains 16920 members 
Mstep: Class 4 contains 22011 members 
Mstep: Class 5 contains 9007 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 7 contains 16277 members 
Mstep: Class 8 contains 38653 members 
Mstep: Class 9 contains 9728 members 
Mstep: Class 10 contains 20308 members 
Mstep: Class 11 contains 29361 members 
Mstep: Class 12 contains 48371 members 
Mstep: Class 13 contains 23734 members 
Mstep: Class 14 contains 23044 members 
Mstep: Class 15 contains 19481 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 6439 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 18138 members 
Mstep: Class 21 contains 17999 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91059 members 
Mstep: Class 24 contains 59120 members 
Mstep: Class 25 contains 11111 members 
Mstep: Class 26 contains 26533 members 
Mstep: Class 27 contains 9728 members 
Mstep: Class 28 contains 33802 members 
Mstep: Class 29 contains 6733 members 
Mstep: Class 30 contains 9779 members 
Mstep: Class 31 contains 680 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17494 members 
Mstep: Class 34 contains 9936 members 
Mstep: Class 35 contains 4145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64720088.000000 Penalty: 116155.500000
Iteration 73Q: 36 clusters Score -6.472009e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 23298 members 
Mstep: Class 3 contains 17046 members 
Mstep: Class 4 contains 22005 members 
Mstep: Class 5 contains 9009 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 7 contains 16274 members 
Mstep: Class 8 contains 38631 members 
Mstep: Class 9 contains 9731 members 
Mstep: Class 10 contains 20276 members 
Mstep: Class 11 contains 29438 members 
Mstep: Class 12 contains 48389 members 
Mstep: Class 13 contains 23740 members 
Mstep: Class 14 contains 23058 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 6436 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 18171 members 
Mstep: Class 21 contains 17984 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91059 members 
Mstep: Class 24 contains 59068 members 
Mstep: Class 25 contains 11121 members 
Mstep: Class 26 contains 26536 members 
Mstep: Class 27 contains 9714 members 
Mstep: Class 28 contains 33641 members 
Mstep: Class 29 contains 6796 members 
Mstep: Class 30 contains 9762 members 
Mstep: Class 31 contains 680 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17489 members 
Mstep: Class 34 contains 9935 members 
Mstep: Class 35 contains 4161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64720168.000000 Penalty: 116155.500000
Iteration 74Q: 36 clusters Score -6.472017e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 23416 members 
Mstep: Class 3 contains 17180 members 
Mstep: Class 4 contains 21998 members 
Mstep: Class 5 contains 9012 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 7 contains 16277 members 
Mstep: Class 8 contains 38597 members 
Mstep: Class 9 contains 9740 members 
Mstep: Class 10 contains 20226 members 
Mstep: Class 11 contains 29506 members 
Mstep: Class 12 contains 48419 members 
Mstep: Class 13 contains 23749 members 
Mstep: Class 14 contains 23074 members 
Mstep: Class 15 contains 19395 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 1439 members 
Mstep: Class 18 contains 6424 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 18201 members 
Mstep: Class 21 contains 17980 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91055 members 
Mstep: Class 24 contains 59021 members 
Mstep: Class 25 contains 11129 members 
Mstep: Class 26 contains 26542 members 
Mstep: Class 27 contains 9702 members 
Mstep: Class 28 contains 33480 members 
Mstep: Class 29 contains 6860 members 
Mstep: Class 30 contains 9751 members 
Mstep: Class 31 contains 680 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17488 members 
Mstep: Class 34 contains 9938 members 
Mstep: Class 35 contains 4171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64720228.000000 Penalty: 116155.500000
Iteration 75Q: 36 clusters Score -6.472023e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 23528 members 
Mstep: Class 3 contains 17292 members 
Mstep: Class 4 contains 21991 members 
Mstep: Class 5 contains 9014 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 16278 members 
Mstep: Class 8 contains 38580 members 
Mstep: Class 9 contains 9752 members 
Mstep: Class 10 contains 20177 members 
Mstep: Class 11 contains 29579 members 
Mstep: Class 12 contains 48447 members 
Mstep: Class 13 contains 23759 members 
Mstep: Class 14 contains 23095 members 
Mstep: Class 15 contains 19366 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 1439 members 
Mstep: Class 18 contains 6404 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 18219 members 
Mstep: Class 21 contains 17971 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91055 members 
Mstep: Class 24 contains 58975 members 
Mstep: Class 25 contains 11141 members 
Mstep: Class 26 contains 26554 members 
Mstep: Class 27 contains 9695 members 
Mstep: Class 28 contains 33310 members 
Mstep: Class 29 contains 6899 members 
Mstep: Class 30 contains 9733 members 
Mstep: Class 31 contains 680 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17486 members 
Mstep: Class 34 contains 9942 members 
Mstep: Class 35 contains 4183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64720440.000000 Penalty: 116155.500000
Iteration 76Q: 36 clusters Score -6.472044e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 23652 members 
Mstep: Class 3 contains 17421 members 
Mstep: Class 4 contains 21988 members 
Mstep: Class 5 contains 9014 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 16278 members 
Mstep: Class 8 contains 38553 members 
Mstep: Class 9 contains 9754 members 
Mstep: Class 10 contains 20138 members 
Mstep: Class 11 contains 29645 members 
Mstep: Class 12 contains 48473 members 
Mstep: Class 13 contains 23771 members 
Mstep: Class 14 contains 23124 members 
Mstep: Class 15 contains 19334 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 1439 members 
Mstep: Class 18 contains 6390 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 18253 members 
Mstep: Class 21 contains 17965 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91053 members 
Mstep: Class 24 contains 58947 members 
Mstep: Class 25 contains 11149 members 
Mstep: Class 26 contains 26556 members 
Mstep: Class 27 contains 9691 members 
Mstep: Class 28 contains 33119 members 
Mstep: Class 29 contains 6915 members 
Mstep: Class 30 contains 9711 members 
Mstep: Class 31 contains 680 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17480 members 
Mstep: Class 34 contains 9938 members 
Mstep: Class 35 contains 4192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64720616.000000 Penalty: 116155.500000
Iteration 77Q: 36 clusters Score -6.472062e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 23781 members 
Mstep: Class 3 contains 17537 members 
Mstep: Class 4 contains 21975 members 
Mstep: Class 5 contains 9014 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 16277 members 
Mstep: Class 8 contains 38504 members 
Mstep: Class 9 contains 9762 members 
Mstep: Class 10 contains 20091 members 
Mstep: Class 11 contains 29695 members 
Mstep: Class 12 contains 48495 members 
Mstep: Class 13 contains 23787 members 
Mstep: Class 14 contains 23154 members 
Mstep: Class 15 contains 19312 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 1439 members 
Mstep: Class 18 contains 6377 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 18286 members 
Mstep: Class 21 contains 17958 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91054 members 
Mstep: Class 24 contains 58930 members 
Mstep: Class 25 contains 11164 members 
Mstep: Class 26 contains 26566 members 
Mstep: Class 27 contains 9696 members 
Mstep: Class 28 contains 32933 members 
Mstep: Class 29 contains 6938 members 
Mstep: Class 30 contains 9689 members 
Mstep: Class 31 contains 680 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17475 members 
Mstep: Class 34 contains 9939 members 
Mstep: Class 35 contains 4198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64720612.000000 Penalty: 116155.500000
Iteration 78Q: 36 clusters Score -6.472061e+07 nChanged 1162
Entering ConstructFrom: 
Score: -64720612.000000 Penalty: 116155.500000
Entering ConstructFrom: 
Trying to split cluster 1 (17706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Entering Unmasked Estep 
Score: -1901278.750000 Penalty: 2425.851562
	Iteration 0F: 2 clusters Score -1901279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1888762.000000 Penalty: 4851.703125
	Iteration 0F: 3 clusters Score -1888762 nChanged 7630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1892787.250000 Penalty: 4851.703125
	Iteration 1F: 3 clusters Score -1892787 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1893216.500000 Penalty: 4851.703125
	Iteration 2F: 3 clusters Score -1893216 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1893594.500000 Penalty: 4851.703125
	Iteration 3Q: 3 clusters Score -1893594 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1894032.500000 Penalty: 4851.703125
	Iteration 4Q: 3 clusters Score -1894032 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1894545.875000 Penalty: 4851.703125
	Iteration 5Q: 3 clusters Score -1894546 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1895044.625000 Penalty: 4851.703125
	Iteration 6F: 3 clusters Score -1895045 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1895610.875000 Penalty: 4851.703125
	Iteration 7F: 3 clusters Score -1895611 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1896250.000000 Penalty: 4851.703125
	Iteration 8F: 3 clusters Score -1896250 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1896927.250000 Penalty: 4851.703125
	Iteration 9F: 3 clusters Score -1896927 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1897598.625000 Penalty: 4851.703125
	Iteration 10Q: 3 clusters Score -1897599 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1898147.875000 Penalty: 4851.703125
	Iteration 11Q: 3 clusters Score -1898148 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1898474.125000 Penalty: 4851.703125
	Iteration 12Q: 3 clusters Score -1898474 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1898699.375000 Penalty: 4851.703125
	Iteration 13Q: 3 clusters Score -1898699 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1898910.875000 Penalty: 4851.703125
	Iteration 14Q: 3 clusters Score -1898911 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1899063.875000 Penalty: 4851.703125
	Iteration 15Q: 3 clusters Score -1899064 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1899187.375000 Penalty: 4851.703125
	Iteration 16Q: 3 clusters Score -1899187 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1899266.375000 Penalty: 4851.703125
	Iteration 17Q: 3 clusters Score -1899266 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1899334.750000 Penalty: 4851.703125
	Iteration 18Q: 3 clusters Score -1899335 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1899381.875000 Penalty: 4851.703125
	Iteration 19Q: 3 clusters Score -1899382 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1899407.250000 Penalty: 4851.703125
	Iteration 20F: 3 clusters Score -1899407 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1899443.250000 Penalty: 4851.703125
	Iteration 21Q: 3 clusters Score -1899443 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1899456.750000 Penalty: 4851.703125
	Iteration 22Q: 3 clusters Score -1899457 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1899475.500000 Penalty: 4851.703125
	Iteration 23Q: 3 clusters Score -1899476 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1899488.125000 Penalty: 4851.703125
	Iteration 24Q: 3 clusters Score -1899488 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1899506.625000 Penalty: 4851.703125
	Iteration 25Q: 3 clusters Score -1899507 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1899523.125000 Penalty: 4851.703125
	Iteration 26Q: 3 clusters Score -1899523 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1899536.000000 Penalty: 4851.703125
	Iteration 27Q: 3 clusters Score -1899536 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1899543.250000 Penalty: 4851.703125
	Iteration 28Q: 3 clusters Score -1899543 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1899546.250000 Penalty: 4851.703125
	Iteration 29Q: 3 clusters Score -1899546 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1899561.750000 Penalty: 4851.703125
	Iteration 30Q: 3 clusters Score -1899562 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1899565.875000 Penalty: 4851.703125
	Iteration 31Q: 3 clusters Score -1899566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1899583.625000 Penalty: 4851.703125
	Iteration 32Q: 3 clusters Score -1899584 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1899595.250000 Penalty: 4851.703125
	Iteration 33Q: 3 clusters Score -1899595 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1899602.625000 Penalty: 4851.703125
	Iteration 34Q: 3 clusters Score -1899603 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1899605.000000 Penalty: 4851.703125
	Iteration 35Q: 3 clusters Score -1899605 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1899613.375000 Penalty: 4851.703125
	Iteration 36Q: 3 clusters Score -1899613 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1899618.250000 Penalty: 4851.703125
	Iteration 37Q: 3 clusters Score -1899618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1899630.750000 Penalty: 4851.703125
	Iteration 38Q: 3 clusters Score -1899631 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1899630.625000 Penalty: 4851.703125
	Iteration 39Q: 3 clusters Score -1899631 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1899632.000000 Penalty: 4851.703125
	Iteration 40F: 3 clusters Score -1899632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1899640.250000 Penalty: 4851.703125
	Iteration 41Q: 3 clusters Score -1899640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1899643.875000 Penalty: 4851.703125
	Iteration 42Q: 3 clusters Score -1899644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1899643.125000 Penalty: 4851.703125
	Iteration 43Q: 3 clusters Score -1899643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1899650.750000 Penalty: 4851.703125
	Iteration 44Q: 3 clusters Score -1899651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1899647.750000 Penalty: 4851.703125
	Iteration 45Q: 3 clusters Score -1899648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1899647.750000 Penalty: 4851.703125
	Iteration 46Q: 3 clusters Score -1899648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1899648.000000 Penalty: 4851.703125
	Iteration 47Q: 3 clusters Score -1899648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1899646.875000 Penalty: 4851.703125
	Iteration 48Q: 3 clusters Score -1899647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1899647.000000 Penalty: 4851.703125
	Iteration 49Q: 3 clusters Score -1899647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1899649.125000 Penalty: 4851.703125
	Iteration 50Q: 3 clusters Score -1899649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1899647.625000 Penalty: 4851.703125
	Iteration 51Q: 3 clusters Score -1899648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1899644.000000 Penalty: 4851.703125
	Iteration 52Q: 3 clusters Score -1899644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1899645.875000 Penalty: 4851.703125
	Iteration 53Q: 3 clusters Score -1899646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1899644.000000 Penalty: 4851.703125
	Iteration 54Q: 3 clusters Score -1899644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1899647.625000 Penalty: 4851.703125
	Iteration 55Q: 3 clusters Score -1899648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1899645.000000 Penalty: 4851.703125
	Iteration 56Q: 3 clusters Score -1899645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1899645.625000 Penalty: 4851.703125
	Iteration 57Q: 3 clusters Score -1899646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1899643.375000 Penalty: 4851.703125
	Iteration 58Q: 3 clusters Score -1899643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1899643.375000 Penalty: 4851.703125
	Iteration 59F: 3 clusters Score -1899643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Entering Unmasked Estep 
Score: -2581986.000000 Penalty: 2500.431885
	Iteration 0F: 2 clusters Score -2581986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2565422.750000 Penalty: 5000.863770
	Iteration 0F: 3 clusters Score -2565423 nChanged 10527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2571028.250000 Penalty: 5000.863770
	Iteration 1F: 3 clusters Score -2571028 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2571636.500000 Penalty: 5000.863770
	Iteration 2F: 3 clusters Score -2571636 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2572281.250000 Penalty: 5000.863770
	Iteration 3F: 3 clusters Score -2572281 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2573022.750000 Penalty: 5000.863770
	Iteration 4F: 3 clusters Score -2573023 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -2573869.250000 Penalty: 5000.863770
	Iteration 5F: 3 clusters Score -2573869 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2574784.000000 Penalty: 5000.863770
	Iteration 6F: 3 clusters Score -2574784 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2575602.500000 Penalty: 5000.863770
	Iteration 7F: 3 clusters Score -2575602 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2576200.750000 Penalty: 5000.863770
	Iteration 8Q: 3 clusters Score -2576201 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -2576626.750000 Penalty: 5000.863770
	Iteration 9Q: 3 clusters Score -2576627 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2576901.000000 Penalty: 5000.863770
	Iteration 10Q: 3 clusters Score -2576901 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2577073.000000 Penalty: 5000.863770
	Iteration 11Q: 3 clusters Score -2577073 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -2577212.500000 Penalty: 5000.863770
	Iteration 12Q: 3 clusters Score -2577212 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2577341.750000 Penalty: 5000.863770
	Iteration 13Q: 3 clusters Score -2577342 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2577472.250000 Penalty: 5000.863770
	Iteration 14Q: 3 clusters Score -2577472 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2577617.500000 Penalty: 5000.863770
	Iteration 15Q: 3 clusters Score -2577618 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2577778.500000 Penalty: 5000.863770
	Iteration 16Q: 3 clusters Score -2577778 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2577967.500000 Penalty: 5000.863770
	Iteration 17Q: 3 clusters Score -2577968 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2578185.250000 Penalty: 5000.863770
	Iteration 18Q: 3 clusters Score -2578185 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2578417.500000 Penalty: 5000.863770
	Iteration 19Q: 3 clusters Score -2578418 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2578638.500000 Penalty: 5000.863770
	Iteration 20F: 3 clusters Score -2578638 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -2578839.250000 Penalty: 5000.863770
	Iteration 21Q: 3 clusters Score -2578839 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2578994.250000 Penalty: 5000.863770
	Iteration 22Q: 3 clusters Score -2578994 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -2579125.750000 Penalty: 5000.863770
	Iteration 23Q: 3 clusters Score -2579126 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -2579230.500000 Penalty: 5000.863770
	Iteration 24Q: 3 clusters Score -2579230 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -2579315.250000 Penalty: 5000.863770
	Iteration 25Q: 3 clusters Score -2579315 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -2579416.000000 Penalty: 5000.863770
	Iteration 26Q: 3 clusters Score -2579416 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -2579504.500000 Penalty: 5000.863770
	Iteration 27Q: 3 clusters Score -2579504 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -2579601.250000 Penalty: 5000.863770
	Iteration 28Q: 3 clusters Score -2579601 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -2579686.000000 Penalty: 5000.863770
	Iteration 29Q: 3 clusters Score -2579686 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -2579754.750000 Penalty: 5000.863770
	Iteration 30Q: 3 clusters Score -2579755 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -2579827.000000 Penalty: 5000.863770
	Iteration 31Q: 3 clusters Score -2579827 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -2579868.500000 Penalty: 5000.863770
	Iteration 32Q: 3 clusters Score -2579868 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2579909.250000 Penalty: 5000.863770
	Iteration 33Q: 3 clusters Score -2579909 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -2579955.500000 Penalty: 5000.863770
	Iteration 34Q: 3 clusters Score -2579956 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -2579995.000000 Penalty: 5000.863770
	Iteration 35Q: 3 clusters Score -2579995 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -2580028.000000 Penalty: 5000.863770
	Iteration 36Q: 3 clusters Score -2580028 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -2580043.250000 Penalty: 5000.863770
	Iteration 37Q: 3 clusters Score -2580043 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -2580057.000000 Penalty: 5000.863770
	Iteration 38Q: 3 clusters Score -2580057 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -2580064.250000 Penalty: 5000.863770
	Iteration 39Q: 3 clusters Score -2580064 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -2580080.500000 Penalty: 5000.863770
	Iteration 40F: 3 clusters Score -2580080 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -2580088.000000 Penalty: 5000.863770
	Iteration 41Q: 3 clusters Score -2580088 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -2580086.750000 Penalty: 5000.863770
	Iteration 42Q: 3 clusters Score -2580087 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -2580094.250000 Penalty: 5000.863770
	Iteration 43Q: 3 clusters Score -2580094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -2580108.250000 Penalty: 5000.863770
	Iteration 44Q: 3 clusters Score -2580108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -2580112.250000 Penalty: 5000.863770
	Iteration 45Q: 3 clusters Score -2580112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -2580117.500000 Penalty: 5000.863770
	Iteration 46Q: 3 clusters Score -2580118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -2580120.750000 Penalty: 5000.863770
	Iteration 47Q: 3 clusters Score -2580121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -2580127.250000 Penalty: 5000.863770
	Iteration 48Q: 3 clusters Score -2580127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -2580131.000000 Penalty: 5000.863770
	Iteration 49Q: 3 clusters Score -2580131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -2580142.250000 Penalty: 5000.863770
	Iteration 50Q: 3 clusters Score -2580142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -2580146.000000 Penalty: 5000.863770
	Iteration 51Q: 3 clusters Score -2580146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -2580149.000000 Penalty: 5000.863770
	Iteration 52Q: 3 clusters Score -2580149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -2580155.250000 Penalty: 5000.863770
	Iteration 53Q: 3 clusters Score -2580155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -2580158.000000 Penalty: 5000.863770
	Iteration 54Q: 3 clusters Score -2580158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -2580168.500000 Penalty: 5000.863770
	Iteration 55Q: 3 clusters Score -2580168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -2580177.250000 Penalty: 5000.863770
	Iteration 56Q: 3 clusters Score -2580177 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -2580180.250000 Penalty: 5000.863770
	Iteration 57Q: 3 clusters Score -2580180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -2580178.000000 Penalty: 5000.863770
	Iteration 58Q: 3 clusters Score -2580178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -2580190.250000 Penalty: 5000.863770
	Iteration 59Q: 3 clusters Score -2580190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -2580193.250000 Penalty: 5000.863770
	Iteration 60F: 3 clusters Score -2580193 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -2580193.500000 Penalty: 5000.863770
	Iteration 61Q: 3 clusters Score -2580194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -2580205.000000 Penalty: 5000.863770
	Iteration 62Q: 3 clusters Score -2580205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -2580213.250000 Penalty: 5000.863770
	Iteration 63Q: 3 clusters Score -2580213 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -2580219.500000 Penalty: 5000.863770
	Iteration 64Q: 3 clusters Score -2580220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -2580238.750000 Penalty: 5000.863770
	Iteration 65Q: 3 clusters Score -2580239 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -2580248.500000 Penalty: 5000.863770
	Iteration 66Q: 3 clusters Score -2580248 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -2580257.750000 Penalty: 5000.863770
	Iteration 67Q: 3 clusters Score -2580258 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -2580271.250000 Penalty: 5000.863770
	Iteration 68Q: 3 clusters Score -2580271 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -2580282.500000 Penalty: 5000.863770
	Iteration 69Q: 3 clusters Score -2580282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -2580283.000000 Penalty: 5000.863770
	Iteration 70Q: 3 clusters Score -2580283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -2580285.500000 Penalty: 5000.863770
	Iteration 71Q: 3 clusters Score -2580286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -2580288.250000 Penalty: 5000.863770
	Iteration 72Q: 3 clusters Score -2580288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -2580286.500000 Penalty: 5000.863770
	Iteration 73Q: 3 clusters Score -2580286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -2580285.750000 Penalty: 5000.863770
	Iteration 74Q: 3 clusters Score -2580286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -2580287.500000 Penalty: 5000.863770
	Iteration 75Q: 3 clusters Score -2580288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -2580287.500000 Penalty: 5000.863770
	Iteration 76F: 3 clusters Score -2580288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Entering Unmasked Estep 
Score: -1727087.125000 Penalty: 2425.514893
	Iteration 0F: 2 clusters Score -1727087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1714520.875000 Penalty: 4851.029785
	Iteration 0F: 3 clusters Score -1714521 nChanged 7702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1718900.875000 Penalty: 4851.029785
	Iteration 1F: 3 clusters Score -1718901 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1719647.250000 Penalty: 4851.029785
	Iteration 2F: 3 clusters Score -1719647 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1720437.375000 Penalty: 4851.029785
	Iteration 3F: 3 clusters Score -1720437 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1721156.375000 Penalty: 4851.029785
	Iteration 4F: 3 clusters Score -1721156 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1721782.500000 Penalty: 4851.029785
	Iteration 5F: 3 clusters Score -1721782 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1722360.375000 Penalty: 4851.029785
	Iteration 6F: 3 clusters Score -1722360 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1722885.125000 Penalty: 4851.029785
	Iteration 7Q: 3 clusters Score -1722885 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1723330.250000 Penalty: 4851.029785
	Iteration 8Q: 3 clusters Score -1723330 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1723687.625000 Penalty: 4851.029785
	Iteration 9Q: 3 clusters Score -1723688 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1723980.625000 Penalty: 4851.029785
	Iteration 10Q: 3 clusters Score -1723981 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1724208.125000 Penalty: 4851.029785
	Iteration 11Q: 3 clusters Score -1724208 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1724355.625000 Penalty: 4851.029785
	Iteration 12Q: 3 clusters Score -1724356 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1724490.875000 Penalty: 4851.029785
	Iteration 13Q: 3 clusters Score -1724491 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1724591.125000 Penalty: 4851.029785
	Iteration 14Q: 3 clusters Score -1724591 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1724663.750000 Penalty: 4851.029785
	Iteration 15Q: 3 clusters Score -1724664 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1724744.625000 Penalty: 4851.029785
	Iteration 16Q: 3 clusters Score -1724745 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1724804.375000 Penalty: 4851.029785
	Iteration 17Q: 3 clusters Score -1724804 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1724884.125000 Penalty: 4851.029785
	Iteration 18Q: 3 clusters Score -1724884 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1724944.375000 Penalty: 4851.029785
	Iteration 19Q: 3 clusters Score -1724944 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1725006.125000 Penalty: 4851.029785
	Iteration 20F: 3 clusters Score -1725006 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1725060.875000 Penalty: 4851.029785
	Iteration 21Q: 3 clusters Score -1725061 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1725116.750000 Penalty: 4851.029785
	Iteration 22Q: 3 clusters Score -1725117 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1725176.125000 Penalty: 4851.029785
	Iteration 23Q: 3 clusters Score -1725176 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1725230.750000 Penalty: 4851.029785
	Iteration 24Q: 3 clusters Score -1725231 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1725280.000000 Penalty: 4851.029785
	Iteration 25Q: 3 clusters Score -1725280 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1725326.500000 Penalty: 4851.029785
	Iteration 26Q: 3 clusters Score -1725326 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1725367.750000 Penalty: 4851.029785
	Iteration 27Q: 3 clusters Score -1725368 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1725406.125000 Penalty: 4851.029785
	Iteration 28Q: 3 clusters Score -1725406 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1725450.375000 Penalty: 4851.029785
	Iteration 29Q: 3 clusters Score -1725450 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1725505.875000 Penalty: 4851.029785
	Iteration 30Q: 3 clusters Score -1725506 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1725556.000000 Penalty: 4851.029785
	Iteration 31Q: 3 clusters Score -1725556 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1725587.250000 Penalty: 4851.029785
	Iteration 32Q: 3 clusters Score -1725587 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1725612.750000 Penalty: 4851.029785
	Iteration 33Q: 3 clusters Score -1725613 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1725644.750000 Penalty: 4851.029785
	Iteration 34Q: 3 clusters Score -1725645 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1725662.875000 Penalty: 4851.029785
	Iteration 35Q: 3 clusters Score -1725663 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1725692.625000 Penalty: 4851.029785
	Iteration 36Q: 3 clusters Score -1725693 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1725725.875000 Penalty: 4851.029785
	Iteration 37Q: 3 clusters Score -1725726 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1725753.750000 Penalty: 4851.029785
	Iteration 38Q: 3 clusters Score -1725754 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1725789.250000 Penalty: 4851.029785
	Iteration 39Q: 3 clusters Score -1725789 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1725836.875000 Penalty: 4851.029785
	Iteration 40F: 3 clusters Score -1725837 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1725866.875000 Penalty: 4851.029785
	Iteration 41Q: 3 clusters Score -1725867 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1725897.625000 Penalty: 4851.029785
	Iteration 42Q: 3 clusters Score -1725898 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1725930.250000 Penalty: 4851.029785
	Iteration 43Q: 3 clusters Score -1725930 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1725947.125000 Penalty: 4851.029785
	Iteration 44Q: 3 clusters Score -1725947 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1725970.500000 Penalty: 4851.029785
	Iteration 45Q: 3 clusters Score -1725970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1725988.625000 Penalty: 4851.029785
	Iteration 46Q: 3 clusters Score -1725989 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1726007.125000 Penalty: 4851.029785
	Iteration 47Q: 3 clusters Score -1726007 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1726017.000000 Penalty: 4851.029785
	Iteration 48Q: 3 clusters Score -1726017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1726024.500000 Penalty: 4851.029785
	Iteration 49Q: 3 clusters Score -1726024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1726033.750000 Penalty: 4851.029785
	Iteration 50Q: 3 clusters Score -1726034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1726043.750000 Penalty: 4851.029785
	Iteration 51Q: 3 clusters Score -1726044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1726049.625000 Penalty: 4851.029785
	Iteration 52Q: 3 clusters Score -1726050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1726049.875000 Penalty: 4851.029785
	Iteration 53Q: 3 clusters Score -1726050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1726050.500000 Penalty: 4851.029785
	Iteration 54Q: 3 clusters Score -1726050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1726049.750000 Penalty: 4851.029785
	Iteration 55Q: 3 clusters Score -1726050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1726053.375000 Penalty: 4851.029785
	Iteration 56Q: 3 clusters Score -1726053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1726056.250000 Penalty: 4851.029785
	Iteration 57Q: 3 clusters Score -1726056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1726058.000000 Penalty: 4851.029785
	Iteration 58Q: 3 clusters Score -1726058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1726057.125000 Penalty: 4851.029785
	Iteration 59Q: 3 clusters Score -1726057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1726059.375000 Penalty: 4851.029785
	Iteration 60F: 3 clusters Score -1726059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1726058.250000 Penalty: 4851.029785
	Iteration 61Q: 3 clusters Score -1726058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1726058.625000 Penalty: 4851.029785
	Iteration 62Q: 3 clusters Score -1726059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1726058.625000 Penalty: 4851.029785
	Iteration 63F: 3 clusters Score -1726059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Entering Unmasked Estep 
Score: -2333056.750000 Penalty: 2479.340820
	Iteration 0F: 2 clusters Score -2333057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -2317752.250000 Penalty: 4958.681641
	Iteration 0F: 3 clusters Score -2317752 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2323819.500000 Penalty: 4958.681641
	Iteration 1F: 3 clusters Score -2323820 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2325658.750000 Penalty: 4958.681641
	Iteration 2F: 3 clusters Score -2325659 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -2327569.000000 Penalty: 4958.681641
	Iteration 3F: 3 clusters Score -2327569 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -2329137.500000 Penalty: 4958.681641
	Iteration 4F: 3 clusters Score -2329138 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2330434.250000 Penalty: 4958.681641
	Iteration 5F: 3 clusters Score -2330434 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2331651.750000 Penalty: 4958.681641
	Iteration 6F: 3 clusters Score -2331652 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2332770.000000 Penalty: 4958.681641
	Iteration 7F: 3 clusters Score -2332770 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2333434.750000 Penalty: 4958.681641
	Iteration 8Q: 3 clusters Score -2333435 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2333734.000000 Penalty: 4958.681641
	Iteration 9Q: 3 clusters Score -2333734 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2333884.750000 Penalty: 4958.681641
	Iteration 10Q: 3 clusters Score -2333885 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -2334011.250000 Penalty: 4958.681641
	Iteration 11Q: 3 clusters Score -2334011 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2334111.000000 Penalty: 4958.681641
	Iteration 12Q: 3 clusters Score -2334111 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2334226.000000 Penalty: 4958.681641
	Iteration 13Q: 3 clusters Score -2334226 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2334339.250000 Penalty: 4958.681641
	Iteration 14Q: 3 clusters Score -2334339 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2334454.250000 Penalty: 4958.681641
	Iteration 15Q: 3 clusters Score -2334454 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2334583.750000 Penalty: 4958.681641
	Iteration 16Q: 3 clusters Score -2334584 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2334762.000000 Penalty: 4958.681641
	Iteration 17Q: 3 clusters Score -2334762 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2334952.250000 Penalty: 4958.681641
	Iteration 18Q: 3 clusters Score -2334952 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2335108.500000 Penalty: 4958.681641
	Iteration 19Q: 3 clusters Score -2335108 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2335247.750000 Penalty: 4958.681641
	Iteration 20F: 3 clusters Score -2335248 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2335353.000000 Penalty: 4958.681641
	Iteration 21Q: 3 clusters Score -2335353 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2335443.250000 Penalty: 4958.681641
	Iteration 22Q: 3 clusters Score -2335443 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2335506.000000 Penalty: 4958.681641
	Iteration 23Q: 3 clusters Score -2335506 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2335544.250000 Penalty: 4958.681641
	Iteration 24Q: 3 clusters Score -2335544 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2335576.000000 Penalty: 4958.681641
	Iteration 25Q: 3 clusters Score -2335576 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2335595.250000 Penalty: 4958.681641
	Iteration 26Q: 3 clusters Score -2335595 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -2335593.750000 Penalty: 4958.681641
	Iteration 27Q: 3 clusters Score -2335594 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2335598.500000 Penalty: 4958.681641
	Iteration 28Q: 3 clusters Score -2335598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2335599.250000 Penalty: 4958.681641
	Iteration 29Q: 3 clusters Score -2335599 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2335607.250000 Penalty: 4958.681641
	Iteration 30Q: 3 clusters Score -2335607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2335608.000000 Penalty: 4958.681641
	Iteration 31Q: 3 clusters Score -2335608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2335611.000000 Penalty: 4958.681641
	Iteration 32Q: 3 clusters Score -2335611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2335608.500000 Penalty: 4958.681641
	Iteration 33Q: 3 clusters Score -2335608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2335610.250000 Penalty: 4958.681641
	Iteration 34Q: 3 clusters Score -2335610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2335613.000000 Penalty: 4958.681641
	Iteration 35Q: 3 clusters Score -2335613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2335609.750000 Penalty: 4958.681641
	Iteration 36Q: 3 clusters Score -2335610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2335607.500000 Penalty: 4958.681641
	Iteration 37Q: 3 clusters Score -2335608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2335609.750000 Penalty: 4958.681641
	Iteration 38Q: 3 clusters Score -2335610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2335608.500000 Penalty: 4958.681641
	Iteration 39Q: 3 clusters Score -2335608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2335608.500000 Penalty: 4958.681641
	Iteration 40F: 3 clusters Score -2335608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 23918 members 
Mstep: Class 3 contains 17682 members 
Mstep: Class 4 contains 12814 members 
Mstep: Class 5 contains 9014 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 16281 members 
Mstep: Class 8 contains 38469 members 
Mstep: Class 9 contains 9765 members 
Mstep: Class 10 contains 20045 members 
Mstep: Class 11 contains 29760 members 
Mstep: Class 12 contains 48515 members 
Mstep: Class 13 contains 23791 members 
Mstep: Class 14 contains 23180 members 
Mstep: Class 15 contains 19274 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 1439 members 
Mstep: Class 18 contains 6362 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 18321 members 
Mstep: Class 21 contains 17957 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91054 members 
Mstep: Class 24 contains 58898 members 
Mstep: Class 25 contains 11187 members 
Mstep: Class 26 contains 26567 members 
Mstep: Class 27 contains 9688 members 
Mstep: Class 28 contains 32733 members 
Mstep: Class 29 contains 6959 members 
Mstep: Class 30 contains 9661 members 
Mstep: Class 31 contains 680 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17468 members 
Mstep: Class 34 contains 9944 members 
Mstep: Class 35 contains 4209 members 
Mstep: Class 36 contains 9154 members 
Entering Unmasked Estep 
Score: -64722204.000000 Penalty: 119474.234375
Splitting cluster 4 changes total score from -64720612.000000 to -64722204.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 5 (9014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Entering Unmasked Estep 
Score: -962548.250000 Penalty: 2258.420410
	Iteration 0F: 2 clusters Score -962548.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -955515.625000 Penalty: 4516.840820
	Iteration 0F: 3 clusters Score -955515.6 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -957476.375000 Penalty: 4516.840820
	Iteration 1F: 3 clusters Score -957476.4 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -957862.312500 Penalty: 4516.840820
	Iteration 2F: 3 clusters Score -957862.3 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -958169.750000 Penalty: 4516.840820
	Iteration 3F: 3 clusters Score -958169.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -958474.687500 Penalty: 4516.840820
	Iteration 4F: 3 clusters Score -958474.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -958717.875000 Penalty: 4516.840820
	Iteration 5F: 3 clusters Score -958717.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -958970.187500 Penalty: 4516.840820
	Iteration 6Q: 3 clusters Score -958970.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -959221.562500 Penalty: 4516.840820
	Iteration 7Q: 3 clusters Score -959221.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -959505.875000 Penalty: 4516.840820
	Iteration 8Q: 3 clusters Score -959505.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -959789.937500 Penalty: 4516.840820
	Iteration 9Q: 3 clusters Score -959789.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -960046.812500 Penalty: 4516.840820
	Iteration 10Q: 3 clusters Score -960046.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -960250.062500 Penalty: 4516.840820
	Iteration 11Q: 3 clusters Score -960250.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -960408.687500 Penalty: 4516.840820
	Iteration 12Q: 3 clusters Score -960408.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -960553.000000 Penalty: 4516.840820
	Iteration 13Q: 3 clusters Score -960553 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -960654.750000 Penalty: 4516.840820
	Iteration 14Q: 3 clusters Score -960654.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -960740.000000 Penalty: 4516.840820
	Iteration 15Q: 3 clusters Score -960740 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -960820.375000 Penalty: 4516.840820
	Iteration 16Q: 3 clusters Score -960820.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -960889.875000 Penalty: 4516.840820
	Iteration 17Q: 3 clusters Score -960889.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -960945.187500 Penalty: 4516.840820
	Iteration 18Q: 3 clusters Score -960945.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -960989.687500 Penalty: 4516.840820
	Iteration 19Q: 3 clusters Score -960989.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -961033.875000 Penalty: 4516.840820
	Iteration 20F: 3 clusters Score -961033.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -961064.937500 Penalty: 4516.840820
	Iteration 21Q: 3 clusters Score -961064.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -961083.750000 Penalty: 4516.840820
	Iteration 22Q: 3 clusters Score -961083.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -961102.875000 Penalty: 4516.840820
	Iteration 23Q: 3 clusters Score -961102.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -961119.437500 Penalty: 4516.840820
	Iteration 24Q: 3 clusters Score -961119.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -961133.000000 Penalty: 4516.840820
	Iteration 25Q: 3 clusters Score -961133 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -961149.562500 Penalty: 4516.840820
	Iteration 26Q: 3 clusters Score -961149.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -961160.125000 Penalty: 4516.840820
	Iteration 27Q: 3 clusters Score -961160.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -961175.187500 Penalty: 4516.840820
	Iteration 28Q: 3 clusters Score -961175.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -961188.687500 Penalty: 4516.840820
	Iteration 29Q: 3 clusters Score -961188.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -961193.500000 Penalty: 4516.840820
	Iteration 30Q: 3 clusters Score -961193.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -961195.500000 Penalty: 4516.840820
	Iteration 31Q: 3 clusters Score -961195.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -961197.187500 Penalty: 4516.840820
	Iteration 32Q: 3 clusters Score -961197.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -961197.187500 Penalty: 4516.840820
	Iteration 33F: 3 clusters Score -961197.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Entering Unmasked Estep 
Score: -244652.828125 Penalty: 1908.885986
	Iteration 0F: 2 clusters Score -244652.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -241914.531250 Penalty: 3817.771973
	Iteration 0F: 3 clusters Score -241914.5 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -242428.906250 Penalty: 3817.771973
	Iteration 1F: 3 clusters Score -242428.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -242532.328125 Penalty: 3817.771973
	Iteration 2F: 3 clusters Score -242532.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -242581.515625 Penalty: 3817.771973
	Iteration 3Q: 3 clusters Score -242581.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -242619.812500 Penalty: 3817.771973
	Iteration 4Q: 3 clusters Score -242619.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -242653.343750 Penalty: 3817.771973
	Iteration 5Q: 3 clusters Score -242653.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -242671.734375 Penalty: 3817.771973
	Iteration 6Q: 3 clusters Score -242671.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -242685.937500 Penalty: 3817.771973
	Iteration 7Q: 3 clusters Score -242685.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -242697.625000 Penalty: 3817.771973
	Iteration 8Q: 3 clusters Score -242697.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -242702.171875 Penalty: 3817.771973
	Iteration 9Q: 3 clusters Score -242702.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -242708.796875 Penalty: 3817.771973
	Iteration 10Q: 3 clusters Score -242708.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -242713.312500 Penalty: 3817.771973
	Iteration 11Q: 3 clusters Score -242713.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -242719.046875 Penalty: 3817.771973
	Iteration 12Q: 3 clusters Score -242719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -242724.218750 Penalty: 3817.771973
	Iteration 13Q: 3 clusters Score -242724.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -242725.890625 Penalty: 3817.771973
	Iteration 14Q: 3 clusters Score -242725.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -242726.421875 Penalty: 3817.771973
	Iteration 15Q: 3 clusters Score -242726.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -242727.406250 Penalty: 3817.771973
	Iteration 16Q: 3 clusters Score -242727.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -242728.328125 Penalty: 3817.771973
	Iteration 17Q: 3 clusters Score -242728.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -242729.000000 Penalty: 3817.771973
	Iteration 18Q: 3 clusters Score -242729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -242729.000000 Penalty: 3817.771973
	Iteration 19F: 3 clusters Score -242729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Entering Unmasked Estep 
Score: -1768104.375000 Penalty: 2405.042969
	Iteration 0F: 2 clusters Score -1768104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1756367.375000 Penalty: 4810.085938
	Iteration 0F: 3 clusters Score -1756367 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1760250.000000 Penalty: 4810.085938
	Iteration 1F: 3 clusters Score -1760250 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1760755.000000 Penalty: 4810.085938
	Iteration 2F: 3 clusters Score -1760755 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1761262.750000 Penalty: 4810.085938
	Iteration 3F: 3 clusters Score -1761263 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1761781.250000 Penalty: 4810.085938
	Iteration 4F: 3 clusters Score -1761781 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1762322.250000 Penalty: 4810.085938
	Iteration 5F: 3 clusters Score -1762322 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1762807.125000 Penalty: 4810.085938
	Iteration 6F: 3 clusters Score -1762807 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1763186.750000 Penalty: 4810.085938
	Iteration 7Q: 3 clusters Score -1763187 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1763465.625000 Penalty: 4810.085938
	Iteration 8Q: 3 clusters Score -1763466 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1763660.625000 Penalty: 4810.085938
	Iteration 9Q: 3 clusters Score -1763661 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1763784.500000 Penalty: 4810.085938
	Iteration 10Q: 3 clusters Score -1763784 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1763875.375000 Penalty: 4810.085938
	Iteration 11Q: 3 clusters Score -1763875 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1763932.625000 Penalty: 4810.085938
	Iteration 12Q: 3 clusters Score -1763933 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1763981.500000 Penalty: 4810.085938
	Iteration 13Q: 3 clusters Score -1763982 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1764018.375000 Penalty: 4810.085938
	Iteration 14Q: 3 clusters Score -1764018 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1764048.125000 Penalty: 4810.085938
	Iteration 15Q: 3 clusters Score -1764048 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1764089.250000 Penalty: 4810.085938
	Iteration 16Q: 3 clusters Score -1764089 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1764104.625000 Penalty: 4810.085938
	Iteration 17Q: 3 clusters Score -1764105 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1764118.500000 Penalty: 4810.085938
	Iteration 18Q: 3 clusters Score -1764118 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1764145.500000 Penalty: 4810.085938
	Iteration 19Q: 3 clusters Score -1764146 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1764168.250000 Penalty: 4810.085938
	Iteration 20F: 3 clusters Score -1764168 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1764186.000000 Penalty: 4810.085938
	Iteration 21Q: 3 clusters Score -1764186 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1764219.625000 Penalty: 4810.085938
	Iteration 22Q: 3 clusters Score -1764220 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1764251.125000 Penalty: 4810.085938
	Iteration 23Q: 3 clusters Score -1764251 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1764297.875000 Penalty: 4810.085938
	Iteration 24Q: 3 clusters Score -1764298 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1764352.125000 Penalty: 4810.085938
	Iteration 25Q: 3 clusters Score -1764352 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1764415.125000 Penalty: 4810.085938
	Iteration 26Q: 3 clusters Score -1764415 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1764506.250000 Penalty: 4810.085938
	Iteration 27Q: 3 clusters Score -1764506 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1764615.250000 Penalty: 4810.085938
	Iteration 28Q: 3 clusters Score -1764615 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1764726.250000 Penalty: 4810.085938
	Iteration 29Q: 3 clusters Score -1764726 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1764865.875000 Penalty: 4810.085938
	Iteration 30Q: 3 clusters Score -1764866 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1765005.625000 Penalty: 4810.085938
	Iteration 31Q: 3 clusters Score -1765006 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1765138.500000 Penalty: 4810.085938
	Iteration 32Q: 3 clusters Score -1765138 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1765278.625000 Penalty: 4810.085938
	Iteration 33Q: 3 clusters Score -1765279 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1765399.750000 Penalty: 4810.085938
	Iteration 34Q: 3 clusters Score -1765400 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1765510.750000 Penalty: 4810.085938
	Iteration 35Q: 3 clusters Score -1765511 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1765613.750000 Penalty: 4810.085938
	Iteration 36Q: 3 clusters Score -1765614 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1765698.875000 Penalty: 4810.085938
	Iteration 37Q: 3 clusters Score -1765699 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -1765775.375000 Penalty: 4810.085938
	Iteration 38Q: 3 clusters Score -1765775 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1765840.625000 Penalty: 4810.085938
	Iteration 39Q: 3 clusters Score -1765841 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1765878.000000 Penalty: 4810.085938
	Iteration 40F: 3 clusters Score -1765878 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1765901.000000 Penalty: 4810.085938
	Iteration 41Q: 3 clusters Score -1765901 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1765926.750000 Penalty: 4810.085938
	Iteration 42Q: 3 clusters Score -1765927 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1765948.500000 Penalty: 4810.085938
	Iteration 43Q: 3 clusters Score -1765948 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -1765960.375000 Penalty: 4810.085938
	Iteration 44Q: 3 clusters Score -1765960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1765976.375000 Penalty: 4810.085938
	Iteration 45Q: 3 clusters Score -1765976 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -1765999.000000 Penalty: 4810.085938
	Iteration 46Q: 3 clusters Score -1765999 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -1766011.000000 Penalty: 4810.085938
	Iteration 47Q: 3 clusters Score -1766011 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -1766031.375000 Penalty: 4810.085938
	Iteration 48Q: 3 clusters Score -1766031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -1766042.375000 Penalty: 4810.085938
	Iteration 49Q: 3 clusters Score -1766042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -1766047.625000 Penalty: 4810.085938
	Iteration 50Q: 3 clusters Score -1766048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -1766057.875000 Penalty: 4810.085938
	Iteration 51Q: 3 clusters Score -1766058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -1766063.250000 Penalty: 4810.085938
	Iteration 52Q: 3 clusters Score -1766063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -1766066.625000 Penalty: 4810.085938
	Iteration 53Q: 3 clusters Score -1766067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1766067.625000 Penalty: 4810.085938
	Iteration 54Q: 3 clusters Score -1766068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -1766077.000000 Penalty: 4810.085938
	Iteration 55Q: 3 clusters Score -1766077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1766077.250000 Penalty: 4810.085938
	Iteration 56Q: 3 clusters Score -1766077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -1766081.375000 Penalty: 4810.085938
	Iteration 57Q: 3 clusters Score -1766081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -1766094.250000 Penalty: 4810.085938
	Iteration 58Q: 3 clusters Score -1766094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -1766094.000000 Penalty: 4810.085938
	Iteration 59Q: 3 clusters Score -1766094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -1766101.875000 Penalty: 4810.085938
	Iteration 60F: 3 clusters Score -1766102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1766110.625000 Penalty: 4810.085938
	Iteration 61Q: 3 clusters Score -1766111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -1766118.250000 Penalty: 4810.085938
	Iteration 62Q: 3 clusters Score -1766118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -1766120.875000 Penalty: 4810.085938
	Iteration 63Q: 3 clusters Score -1766121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -1766122.625000 Penalty: 4810.085938
	Iteration 64Q: 3 clusters Score -1766123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -1766125.250000 Penalty: 4810.085938
	Iteration 65Q: 3 clusters Score -1766125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -1766127.125000 Penalty: 4810.085938
	Iteration 66Q: 3 clusters Score -1766127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -1766129.250000 Penalty: 4810.085938
	Iteration 67Q: 3 clusters Score -1766129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -1766131.625000 Penalty: 4810.085938
	Iteration 68Q: 3 clusters Score -1766132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -1766134.125000 Penalty: 4810.085938
	Iteration 69Q: 3 clusters Score -1766134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -1766139.375000 Penalty: 4810.085938
	Iteration 70Q: 3 clusters Score -1766139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -1766141.875000 Penalty: 4810.085938
	Iteration 71Q: 3 clusters Score -1766142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -1766144.875000 Penalty: 4810.085938
	Iteration 72Q: 3 clusters Score -1766145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -1766148.625000 Penalty: 4810.085938
	Iteration 73Q: 3 clusters Score -1766149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1766150.500000 Penalty: 4810.085938
	Iteration 74Q: 3 clusters Score -1766150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -1766150.000000 Penalty: 4810.085938
	Iteration 75Q: 3 clusters Score -1766150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -1766150.000000 Penalty: 4810.085938
	Iteration 76F: 3 clusters Score -1766150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Entering Unmasked Estep 
Score: -3821531.250000 Penalty: 2618.286621
	Iteration 0F: 2 clusters Score -3821531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -3795603.500000 Penalty: 5236.573242
	Iteration 0F: 3 clusters Score -3795604 nChanged 17490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -3805594.250000 Penalty: 5236.573242
	Iteration 1F: 3 clusters Score -3805594 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -3806523.250000 Penalty: 5236.573242
	Iteration 2F: 3 clusters Score -3806523 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -3807492.500000 Penalty: 5236.573242
	Iteration 3F: 3 clusters Score -3807492 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -3808471.750000 Penalty: 5236.573242
	Iteration 4F: 3 clusters Score -3808472 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -3809464.500000 Penalty: 5236.573242
	Iteration 5F: 3 clusters Score -3809464 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -3810532.000000 Penalty: 5236.573242
	Iteration 6F: 3 clusters Score -3810532 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -3811553.750000 Penalty: 5236.573242
	Iteration 7Q: 3 clusters Score -3811554 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -3812540.250000 Penalty: 5236.573242
	Iteration 8Q: 3 clusters Score -3812540 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -3813543.000000 Penalty: 5236.573242
	Iteration 9Q: 3 clusters Score -3813543 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -3814469.500000 Penalty: 5236.573242
	Iteration 10Q: 3 clusters Score -3814470 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -3815246.500000 Penalty: 5236.573242
	Iteration 11Q: 3 clusters Score -3815246 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -3815899.250000 Penalty: 5236.573242
	Iteration 12Q: 3 clusters Score -3815899 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -3816418.000000 Penalty: 5236.573242
	Iteration 13Q: 3 clusters Score -3816418 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -3816834.500000 Penalty: 5236.573242
	Iteration 14Q: 3 clusters Score -3816834 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -3817225.750000 Penalty: 5236.573242
	Iteration 15Q: 3 clusters Score -3817226 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -3817597.750000 Penalty: 5236.573242
	Iteration 16Q: 3 clusters Score -3817598 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -3817944.250000 Penalty: 5236.573242
	Iteration 17Q: 3 clusters Score -3817944 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -3818296.000000 Penalty: 5236.573242
	Iteration 18Q: 3 clusters Score -3818296 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -3818550.250000 Penalty: 5236.573242
	Iteration 19Q: 3 clusters Score -3818550 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -3818771.250000 Penalty: 5236.573242
	Iteration 20F: 3 clusters Score -3818771 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -3818960.000000 Penalty: 5236.573242
	Iteration 21Q: 3 clusters Score -3818960 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -3819121.750000 Penalty: 5236.573242
	Iteration 22Q: 3 clusters Score -3819122 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -3819247.250000 Penalty: 5236.573242
	Iteration 23Q: 3 clusters Score -3819247 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -3819357.500000 Penalty: 5236.573242
	Iteration 24Q: 3 clusters Score -3819358 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -3819451.250000 Penalty: 5236.573242
	Iteration 25Q: 3 clusters Score -3819451 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -3819508.500000 Penalty: 5236.573242
	Iteration 26Q: 3 clusters Score -3819508 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -3819555.500000 Penalty: 5236.573242
	Iteration 27Q: 3 clusters Score -3819556 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 36683 members 
Entering Unmasked Estep 
Score: -3819610.250000 Penalty: 5236.573242
	Iteration 28Q: 3 clusters Score -3819610 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -3819675.750000 Penalty: 5236.573242
	Iteration 29Q: 3 clusters Score -3819676 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -3819714.500000 Penalty: 5236.573242
	Iteration 30Q: 3 clusters Score -3819714 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -3819766.750000 Penalty: 5236.573242
	Iteration 31Q: 3 clusters Score -3819767 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -3819795.250000 Penalty: 5236.573242
	Iteration 32Q: 3 clusters Score -3819795 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -3819817.500000 Penalty: 5236.573242
	Iteration 33Q: 3 clusters Score -3819818 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -3819824.250000 Penalty: 5236.573242
	Iteration 34Q: 3 clusters Score -3819824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -3819833.250000 Penalty: 5236.573242
	Iteration 35Q: 3 clusters Score -3819833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -3819839.000000 Penalty: 5236.573242
	Iteration 36Q: 3 clusters Score -3819839 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -3819846.250000 Penalty: 5236.573242
	Iteration 37Q: 3 clusters Score -3819846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -3819850.500000 Penalty: 5236.573242
	Iteration 38Q: 3 clusters Score -3819850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -3819853.000000 Penalty: 5236.573242
	Iteration 39Q: 3 clusters Score -3819853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -3819861.750000 Penalty: 5236.573242
	Iteration 40F: 3 clusters Score -3819862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -3819858.500000 Penalty: 5236.573242
	Iteration 41Q: 3 clusters Score -3819858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -3819857.000000 Penalty: 5236.573242
	Iteration 42Q: 3 clusters Score -3819857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -3819857.000000 Penalty: 5236.573242
	Iteration 43F: 3 clusters Score -3819857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Entering Unmasked Estep 
Score: -829113.437500 Penalty: 2278.266846
	Iteration 0F: 2 clusters Score -829113.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -821549.000000 Penalty: 4556.533691
	Iteration 0F: 3 clusters Score -821549 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -824021.062500 Penalty: 4556.533691
	Iteration 1F: 3 clusters Score -824021.1 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -824829.812500 Penalty: 4556.533691
	Iteration 2F: 3 clusters Score -824829.8 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -825765.875000 Penalty: 4556.533691
	Iteration 3F: 3 clusters Score -825765.9 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -826724.500000 Penalty: 4556.533691
	Iteration 4F: 3 clusters Score -826724.5 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -827443.125000 Penalty: 4556.533691
	Iteration 5F: 3 clusters Score -827443.1 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -827863.687500 Penalty: 4556.533691
	Iteration 6F: 3 clusters Score -827863.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -828078.375000 Penalty: 4556.533691
	Iteration 7Q: 3 clusters Score -828078.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -828182.875000 Penalty: 4556.533691
	Iteration 8Q: 3 clusters Score -828182.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -828245.687500 Penalty: 4556.533691
	Iteration 9Q: 3 clusters Score -828245.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -828293.500000 Penalty: 4556.533691
	Iteration 10Q: 3 clusters Score -828293.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -828322.187500 Penalty: 4556.533691
	Iteration 11Q: 3 clusters Score -828322.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -828344.937500 Penalty: 4556.533691
	Iteration 12Q: 3 clusters Score -828344.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -828362.750000 Penalty: 4556.533691
	Iteration 13Q: 3 clusters Score -828362.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -828375.562500 Penalty: 4556.533691
	Iteration 14Q: 3 clusters Score -828375.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -828389.000000 Penalty: 4556.533691
	Iteration 15Q: 3 clusters Score -828389 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -828402.375000 Penalty: 4556.533691
	Iteration 16Q: 3 clusters Score -828402.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -828418.687500 Penalty: 4556.533691
	Iteration 17Q: 3 clusters Score -828418.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -828437.375000 Penalty: 4556.533691
	Iteration 18Q: 3 clusters Score -828437.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -828449.625000 Penalty: 4556.533691
	Iteration 19Q: 3 clusters Score -828449.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -828460.312500 Penalty: 4556.533691
	Iteration 20F: 3 clusters Score -828460.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -828477.312500 Penalty: 4556.533691
	Iteration 21Q: 3 clusters Score -828477.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -828488.250000 Penalty: 4556.533691
	Iteration 22Q: 3 clusters Score -828488.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -828501.000000 Penalty: 4556.533691
	Iteration 23Q: 3 clusters Score -828501 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -828510.312500 Penalty: 4556.533691
	Iteration 24Q: 3 clusters Score -828510.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -828517.750000 Penalty: 4556.533691
	Iteration 25Q: 3 clusters Score -828517.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -828522.812500 Penalty: 4556.533691
	Iteration 26Q: 3 clusters Score -828522.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -828535.500000 Penalty: 4556.533691
	Iteration 27Q: 3 clusters Score -828535.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -828544.375000 Penalty: 4556.533691
	Iteration 28Q: 3 clusters Score -828544.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -828552.187500 Penalty: 4556.533691
	Iteration 29Q: 3 clusters Score -828552.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -828560.500000 Penalty: 4556.533691
	Iteration 30Q: 3 clusters Score -828560.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -828567.062500 Penalty: 4556.533691
	Iteration 31Q: 3 clusters Score -828567.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -828571.375000 Penalty: 4556.533691
	Iteration 32Q: 3 clusters Score -828571.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -828579.500000 Penalty: 4556.533691
	Iteration 33Q: 3 clusters Score -828579.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -828585.187500 Penalty: 4556.533691
	Iteration 34Q: 3 clusters Score -828585.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -828584.812500 Penalty: 4556.533691
	Iteration 35Q: 3 clusters Score -828584.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -828585.937500 Penalty: 4556.533691
	Iteration 36Q: 3 clusters Score -828585.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -828587.687500 Penalty: 4556.533691
	Iteration 37Q: 3 clusters Score -828587.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -828589.250000 Penalty: 4556.533691
	Iteration 38Q: 3 clusters Score -828589.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -828590.625000 Penalty: 4556.533691
	Iteration 39Q: 3 clusters Score -828590.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -828592.687500 Penalty: 4556.533691
	Iteration 40F: 3 clusters Score -828592.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -828595.250000 Penalty: 4556.533691
	Iteration 41Q: 3 clusters Score -828595.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -828594.187500 Penalty: 4556.533691
	Iteration 42Q: 3 clusters Score -828594.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -828594.187500 Penalty: 4556.533691
	Iteration 43F: 3 clusters Score -828594.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Entering Unmasked Estep 
Score: -2136545.750000 Penalty: 2456.622314
	Iteration 0F: 2 clusters Score -2136546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2122417.500000 Penalty: 4913.244629
	Iteration 0F: 3 clusters Score -2122418 nChanged 8787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2127208.000000 Penalty: 4913.244629
	Iteration 1F: 3 clusters Score -2127208 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -2127746.750000 Penalty: 4913.244629
	Iteration 2F: 3 clusters Score -2127747 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2128444.250000 Penalty: 4913.244629
	Iteration 3F: 3 clusters Score -2128444 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2129298.750000 Penalty: 4913.244629
	Iteration 4F: 3 clusters Score -2129299 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2130201.000000 Penalty: 4913.244629
	Iteration 5F: 3 clusters Score -2130201 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2131161.250000 Penalty: 4913.244629
	Iteration 6F: 3 clusters Score -2131161 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2132157.250000 Penalty: 4913.244629
	Iteration 7F: 3 clusters Score -2132157 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2133124.000000 Penalty: 4913.244629
	Iteration 8F: 3 clusters Score -2133124 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2133857.000000 Penalty: 4913.244629
	Iteration 9F: 3 clusters Score -2133857 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2134302.500000 Penalty: 4913.244629
	Iteration 10Q: 3 clusters Score -2134302 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2134612.000000 Penalty: 4913.244629
	Iteration 11Q: 3 clusters Score -2134612 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2134842.250000 Penalty: 4913.244629
	Iteration 12Q: 3 clusters Score -2134842 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2135021.500000 Penalty: 4913.244629
	Iteration 13Q: 3 clusters Score -2135022 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2135187.250000 Penalty: 4913.244629
	Iteration 14Q: 3 clusters Score -2135187 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2135325.000000 Penalty: 4913.244629
	Iteration 15Q: 3 clusters Score -2135325 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2135499.000000 Penalty: 4913.244629
	Iteration 16Q: 3 clusters Score -2135499 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2135709.500000 Penalty: 4913.244629
	Iteration 17Q: 3 clusters Score -2135710 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2135982.750000 Penalty: 4913.244629
	Iteration 18Q: 3 clusters Score -2135983 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2136192.750000 Penalty: 4913.244629
	Iteration 19Q: 3 clusters Score -2136193 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2136331.500000 Penalty: 4913.244629
	Iteration 20F: 3 clusters Score -2136332 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -2136416.750000 Penalty: 4913.244629
	Iteration 21Q: 3 clusters Score -2136417 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2136480.250000 Penalty: 4913.244629
	Iteration 22Q: 3 clusters Score -2136480 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2136518.750000 Penalty: 4913.244629
	Iteration 23Q: 3 clusters Score -2136519 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2136542.000000 Penalty: 4913.244629
	Iteration 24Q: 3 clusters Score -2136542 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2136562.000000 Penalty: 4913.244629
	Iteration 25Q: 3 clusters Score -2136562 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2136591.750000 Penalty: 4913.244629
	Iteration 26Q: 3 clusters Score -2136592 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2136613.750000 Penalty: 4913.244629
	Iteration 27Q: 3 clusters Score -2136614 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2136626.750000 Penalty: 4913.244629
	Iteration 28Q: 3 clusters Score -2136627 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2136626.750000 Penalty: 4913.244629
	Iteration 29Q: 3 clusters Score -2136627 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2136622.250000 Penalty: 4913.244629
	Iteration 30Q: 3 clusters Score -2136622 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2136631.000000 Penalty: 4913.244629
	Iteration 31Q: 3 clusters Score -2136631 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -2136632.500000 Penalty: 4913.244629
	Iteration 32Q: 3 clusters Score -2136632 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2136640.750000 Penalty: 4913.244629
	Iteration 33Q: 3 clusters Score -2136641 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2136634.750000 Penalty: 4913.244629
	Iteration 34Q: 3 clusters Score -2136635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2136635.750000 Penalty: 4913.244629
	Iteration 35Q: 3 clusters Score -2136636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2136638.750000 Penalty: 4913.244629
	Iteration 36Q: 3 clusters Score -2136639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2136640.750000 Penalty: 4913.244629
	Iteration 37Q: 3 clusters Score -2136641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -2136641.750000 Penalty: 4913.244629
	Iteration 38Q: 3 clusters Score -2136642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -2136643.750000 Penalty: 4913.244629
	Iteration 39Q: 3 clusters Score -2136644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2136642.500000 Penalty: 4913.244629
	Iteration 40F: 3 clusters Score -2136642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2136640.000000 Penalty: 4913.244629
	Iteration 41Q: 3 clusters Score -2136640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2136640.000000 Penalty: 4913.244629
	Iteration 42F: 3 clusters Score -2136640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 23918 members 
Mstep: Class 3 contains 17682 members 
Mstep: Class 4 contains 12814 members 
Mstep: Class 5 contains 9014 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 16281 members 
Mstep: Class 8 contains 38469 members 
Mstep: Class 9 contains 9765 members 
Mstep: Class 10 contains 11979 members 
Mstep: Class 11 contains 29760 members 
Mstep: Class 12 contains 48515 members 
Mstep: Class 13 contains 23791 members 
Mstep: Class 14 contains 23180 members 
Mstep: Class 15 contains 19274 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 1439 members 
Mstep: Class 18 contains 6362 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 18321 members 
Mstep: Class 21 contains 17957 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91054 members 
Mstep: Class 24 contains 58898 members 
Mstep: Class 25 contains 11187 members 
Mstep: Class 26 contains 26567 members 
Mstep: Class 27 contains 9688 members 
Mstep: Class 28 contains 32733 members 
Mstep: Class 29 contains 6959 members 
Mstep: Class 30 contains 9661 members 
Mstep: Class 31 contains 680 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17468 members 
Mstep: Class 34 contains 9944 members 
Mstep: Class 35 contains 4209 members 
Mstep: Class 36 contains 9154 members 
Mstep: Class 37 contains 8066 members 
Entering Unmasked Estep 
Score: -64721692.000000 Penalty: 122792.960938
Splitting cluster 10 changes total score from -64720612.000000 to -64721692.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 11 (29760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Entering Unmasked Estep 
Score: -2937767.000000 Penalty: 2554.628174
	Iteration 0F: 2 clusters Score -2937767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2917560.000000 Penalty: 5109.256348
	Iteration 0F: 3 clusters Score -2917560 nChanged 13315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2924821.000000 Penalty: 5109.256348
	Iteration 1F: 3 clusters Score -2924821 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2925523.250000 Penalty: 5109.256348
	Iteration 2F: 3 clusters Score -2925523 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2926321.250000 Penalty: 5109.256348
	Iteration 3F: 3 clusters Score -2926321 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2927238.000000 Penalty: 5109.256348
	Iteration 4F: 3 clusters Score -2927238 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2928308.000000 Penalty: 5109.256348
	Iteration 5F: 3 clusters Score -2928308 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -2929537.750000 Penalty: 5109.256348
	Iteration 6F: 3 clusters Score -2929538 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -2930825.500000 Penalty: 5109.256348
	Iteration 7F: 3 clusters Score -2930826 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -2932021.250000 Penalty: 5109.256348
	Iteration 8F: 3 clusters Score -2932021 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -2932973.500000 Penalty: 5109.256348
	Iteration 9Q: 3 clusters Score -2932974 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -2933709.500000 Penalty: 5109.256348
	Iteration 10Q: 3 clusters Score -2933710 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -2934228.000000 Penalty: 5109.256348
	Iteration 11Q: 3 clusters Score -2934228 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -2934610.250000 Penalty: 5109.256348
	Iteration 12Q: 3 clusters Score -2934610 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -2934893.500000 Penalty: 5109.256348
	Iteration 13Q: 3 clusters Score -2934894 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -2935115.500000 Penalty: 5109.256348
	Iteration 14Q: 3 clusters Score -2935116 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -2935309.500000 Penalty: 5109.256348
	Iteration 15Q: 3 clusters Score -2935310 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -2935518.250000 Penalty: 5109.256348
	Iteration 16Q: 3 clusters Score -2935518 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -2935673.250000 Penalty: 5109.256348
	Iteration 17Q: 3 clusters Score -2935673 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -2935787.500000 Penalty: 5109.256348
	Iteration 18Q: 3 clusters Score -2935788 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -2935911.000000 Penalty: 5109.256348
	Iteration 19Q: 3 clusters Score -2935911 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -2936028.500000 Penalty: 5109.256348
	Iteration 20F: 3 clusters Score -2936028 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -2936138.000000 Penalty: 5109.256348
	Iteration 21Q: 3 clusters Score -2936138 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -2936218.250000 Penalty: 5109.256348
	Iteration 22Q: 3 clusters Score -2936218 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -2936271.250000 Penalty: 5109.256348
	Iteration 23Q: 3 clusters Score -2936271 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -2936328.000000 Penalty: 5109.256348
	Iteration 24Q: 3 clusters Score -2936328 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -2936360.250000 Penalty: 5109.256348
	Iteration 25Q: 3 clusters Score -2936360 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -2936391.500000 Penalty: 5109.256348
	Iteration 26Q: 3 clusters Score -2936392 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -2936395.000000 Penalty: 5109.256348
	Iteration 27Q: 3 clusters Score -2936395 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -2936405.250000 Penalty: 5109.256348
	Iteration 28Q: 3 clusters Score -2936405 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -2936417.000000 Penalty: 5109.256348
	Iteration 29Q: 3 clusters Score -2936417 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -2936426.000000 Penalty: 5109.256348
	Iteration 30Q: 3 clusters Score -2936426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -2936431.250000 Penalty: 5109.256348
	Iteration 31Q: 3 clusters Score -2936431 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -2936438.000000 Penalty: 5109.256348
	Iteration 32Q: 3 clusters Score -2936438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -2936433.000000 Penalty: 5109.256348
	Iteration 33Q: 3 clusters Score -2936433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -2936436.000000 Penalty: 5109.256348
	Iteration 34Q: 3 clusters Score -2936436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -2936440.750000 Penalty: 5109.256348
	Iteration 35Q: 3 clusters Score -2936441 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -2936446.750000 Penalty: 5109.256348
	Iteration 36Q: 3 clusters Score -2936447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -2936448.000000 Penalty: 5109.256348
	Iteration 37Q: 3 clusters Score -2936448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -2936461.000000 Penalty: 5109.256348
	Iteration 38Q: 3 clusters Score -2936461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -2936465.250000 Penalty: 5109.256348
	Iteration 39Q: 3 clusters Score -2936465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -2936466.000000 Penalty: 5109.256348
	Iteration 40F: 3 clusters Score -2936466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -2936471.750000 Penalty: 5109.256348
	Iteration 41Q: 3 clusters Score -2936472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -2936472.000000 Penalty: 5109.256348
	Iteration 42Q: 3 clusters Score -2936472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -2936475.000000 Penalty: 5109.256348
	Iteration 43Q: 3 clusters Score -2936475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -2936477.000000 Penalty: 5109.256348
	Iteration 44Q: 3 clusters Score -2936477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -2936475.750000 Penalty: 5109.256348
	Iteration 45Q: 3 clusters Score -2936476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -2936473.250000 Penalty: 5109.256348
	Iteration 46Q: 3 clusters Score -2936473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -2936474.500000 Penalty: 5109.256348
	Iteration 47Q: 3 clusters Score -2936474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -2936475.250000 Penalty: 5109.256348
	Iteration 48Q: 3 clusters Score -2936475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -2936477.750000 Penalty: 5109.256348
	Iteration 49Q: 3 clusters Score -2936478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -2936480.000000 Penalty: 5109.256348
	Iteration 50Q: 3 clusters Score -2936480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -2936479.500000 Penalty: 5109.256348
	Iteration 51Q: 3 clusters Score -2936480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -2936478.500000 Penalty: 5109.256348
	Iteration 52Q: 3 clusters Score -2936478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -2936482.250000 Penalty: 5109.256348
	Iteration 53Q: 3 clusters Score -2936482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -2936483.500000 Penalty: 5109.256348
	Iteration 54Q: 3 clusters Score -2936484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -2936480.000000 Penalty: 5109.256348
	Iteration 55Q: 3 clusters Score -2936480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -2936481.750000 Penalty: 5109.256348
	Iteration 56Q: 3 clusters Score -2936482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -2936481.750000 Penalty: 5109.256348
	Iteration 57F: 3 clusters Score -2936482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (48515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48515 members 
Entering Unmasked Estep 
Score: -5255080.000000 Penalty: 2675.827637
	Iteration 0F: 2 clusters Score -5255080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -5222541.000000 Penalty: 5351.655273
	Iteration 0F: 3 clusters Score -5222541 nChanged 22120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -5234704.500000 Penalty: 5351.655273
	Iteration 1F: 3 clusters Score -5234704 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -5235509.000000 Penalty: 5351.655273
	Iteration 2Q: 3 clusters Score -5235509 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -5236562.000000 Penalty: 5351.655273
	Iteration 3Q: 3 clusters Score -5236562 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -5238177.000000 Penalty: 5351.655273
	Iteration 4F: 3 clusters Score -5238177 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -5240514.000000 Penalty: 5351.655273
	Iteration 5F: 3 clusters Score -5240514 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -5243258.000000 Penalty: 5351.655273
	Iteration 6F: 3 clusters Score -5243258 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -5245860.000000 Penalty: 5351.655273
	Iteration 7F: 3 clusters Score -5245860 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -5247841.000000 Penalty: 5351.655273
	Iteration 8F: 3 clusters Score -5247841 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -5249276.500000 Penalty: 5351.655273
	Iteration 9Q: 3 clusters Score -5249276 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -5250310.500000 Penalty: 5351.655273
	Iteration 10Q: 3 clusters Score -5250310 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -5251014.500000 Penalty: 5351.655273
	Iteration 11Q: 3 clusters Score -5251014 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -5251530.500000 Penalty: 5351.655273
	Iteration 12Q: 3 clusters Score -5251530 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -5251947.000000 Penalty: 5351.655273
	Iteration 13Q: 3 clusters Score -5251947 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -5252279.500000 Penalty: 5351.655273
	Iteration 14Q: 3 clusters Score -5252280 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -5252577.500000 Penalty: 5351.655273
	Iteration 15Q: 3 clusters Score -5252578 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -5252892.500000 Penalty: 5351.655273
	Iteration 16Q: 3 clusters Score -5252892 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -5253134.500000 Penalty: 5351.655273
	Iteration 17Q: 3 clusters Score -5253134 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -5253397.500000 Penalty: 5351.655273
	Iteration 18Q: 3 clusters Score -5253398 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -5253662.500000 Penalty: 5351.655273
	Iteration 19Q: 3 clusters Score -5253662 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -5253930.000000 Penalty: 5351.655273
	Iteration 20F: 3 clusters Score -5253930 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -5254149.000000 Penalty: 5351.655273
	Iteration 21Q: 3 clusters Score -5254149 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 41985 members 
Entering Unmasked Estep 
Score: -5254298.500000 Penalty: 5351.655273
	Iteration 22Q: 3 clusters Score -5254298 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -5254447.000000 Penalty: 5351.655273
	Iteration 23Q: 3 clusters Score -5254447 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
Score: -5254540.000000 Penalty: 5351.655273
	Iteration 24Q: 3 clusters Score -5254540 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -5254608.500000 Penalty: 5351.655273
	Iteration 25Q: 3 clusters Score -5254608 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -5254666.000000 Penalty: 5351.655273
	Iteration 26Q: 3 clusters Score -5254666 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -5254720.500000 Penalty: 5351.655273
	Iteration 27Q: 3 clusters Score -5254720 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -5254763.500000 Penalty: 5351.655273
	Iteration 28Q: 3 clusters Score -5254764 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -5254786.500000 Penalty: 5351.655273
	Iteration 29Q: 3 clusters Score -5254786 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -5254823.000000 Penalty: 5351.655273
	Iteration 30Q: 3 clusters Score -5254823 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -5254865.000000 Penalty: 5351.655273
	Iteration 31Q: 3 clusters Score -5254865 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -5254886.500000 Penalty: 5351.655273
	Iteration 32Q: 3 clusters Score -5254886 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -5254938.000000 Penalty: 5351.655273
	Iteration 33Q: 3 clusters Score -5254938 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -5254976.000000 Penalty: 5351.655273
	Iteration 34Q: 3 clusters Score -5254976 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -5255044.000000 Penalty: 5351.655273
	Iteration 35Q: 3 clusters Score -5255044 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -5255073.000000 Penalty: 5351.655273
	Iteration 36Q: 3 clusters Score -5255073 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -5255116.000000 Penalty: 5351.655273
	Iteration 37Q: 3 clusters Score -5255116 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -5255178.000000 Penalty: 5351.655273
	Iteration 38Q: 3 clusters Score -5255178 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -5255229.500000 Penalty: 5351.655273
	Iteration 39Q: 3 clusters Score -5255230 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -5255255.000000 Penalty: 5351.655273
	Iteration 40F: 3 clusters Score -5255255 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 44794 members 
Entering Unmasked Estep 
Score: -5255298.500000 Penalty: 5351.655273
	Iteration 41Q: 3 clusters Score -5255298 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 44871 members 
Entering Unmasked Estep 
Score: -5255325.000000 Penalty: 5351.655273
	Iteration 42Q: 3 clusters Score -5255325 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
Score: -5255329.000000 Penalty: 5351.655273
	Iteration 43Q: 3 clusters Score -5255329 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -5255348.000000 Penalty: 5351.655273
	Iteration 44Q: 3 clusters Score -5255348 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 45001 members 
Entering Unmasked Estep 
Score: -5255348.000000 Penalty: 5351.655273
	Iteration 45Q: 3 clusters Score -5255348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
Score: -5255354.500000 Penalty: 5351.655273
	Iteration 46Q: 3 clusters Score -5255354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -5255356.000000 Penalty: 5351.655273
	Iteration 47Q: 3 clusters Score -5255356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -5255350.000000 Penalty: 5351.655273
	Iteration 48Q: 3 clusters Score -5255350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -5255356.500000 Penalty: 5351.655273
	Iteration 49Q: 3 clusters Score -5255356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -5255358.000000 Penalty: 5351.655273
	Iteration 50Q: 3 clusters Score -5255358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -5255361.000000 Penalty: 5351.655273
	Iteration 51Q: 3 clusters Score -5255361 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -5255365.000000 Penalty: 5351.655273
	Iteration 52Q: 3 clusters Score -5255365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -5255362.500000 Penalty: 5351.655273
	Iteration 53Q: 3 clusters Score -5255362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -5255372.000000 Penalty: 5351.655273
	Iteration 54Q: 3 clusters Score -5255372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -5255370.500000 Penalty: 5351.655273
	Iteration 55Q: 3 clusters Score -5255370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -5255374.500000 Penalty: 5351.655273
	Iteration 56Q: 3 clusters Score -5255374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -5255370.500000 Penalty: 5351.655273
	Iteration 57Q: 3 clusters Score -5255370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -5255372.000000 Penalty: 5351.655273
	Iteration 58Q: 3 clusters Score -5255372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -5255372.000000 Penalty: 5351.655273
	Iteration 59F: 3 clusters Score -5255372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 23918 members 
Mstep: Class 3 contains 17682 members 
Mstep: Class 4 contains 12814 members 
Mstep: Class 5 contains 9014 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 16281 members 
Mstep: Class 8 contains 38469 members 
Mstep: Class 9 contains 9765 members 
Mstep: Class 10 contains 11979 members 
Mstep: Class 11 contains 29760 members 
Mstep: Class 12 contains 3310 members 
Mstep: Class 13 contains 23791 members 
Mstep: Class 14 contains 23180 members 
Mstep: Class 15 contains 19274 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 1439 members 
Mstep: Class 18 contains 6362 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 18321 members 
Mstep: Class 21 contains 17957 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91054 members 
Mstep: Class 24 contains 58898 members 
Mstep: Class 25 contains 11187 members 
Mstep: Class 26 contains 26567 members 
Mstep: Class 27 contains 9688 members 
Mstep: Class 28 contains 32733 members 
Mstep: Class 29 contains 6959 members 
Mstep: Class 30 contains 9661 members 
Mstep: Class 31 contains 680 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17468 members 
Mstep: Class 34 contains 9944 members 
Mstep: Class 35 contains 4209 members 
Mstep: Class 36 contains 9154 members 
Mstep: Class 37 contains 8066 members 
Mstep: Class 38 contains 45205 members 
Entering Unmasked Estep 
Score: -64721208.000000 Penalty: 126111.687500
Splitting cluster 12 changes total score from -64720612.000000 to -64721208.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 13 (23791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Entering Unmasked Estep 
Score: -2595799.500000 Penalty: 2499.111572
	Iteration 0F: 2 clusters Score -2595800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -2579243.000000 Penalty: 4998.223145
	Iteration 0F: 3 clusters Score -2579243 nChanged 10525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2585071.000000 Penalty: 4998.223145
	Iteration 1F: 3 clusters Score -2585071 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2585671.000000 Penalty: 4998.223145
	Iteration 2F: 3 clusters Score -2585671 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2586223.750000 Penalty: 4998.223145
	Iteration 3F: 3 clusters Score -2586224 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2586730.750000 Penalty: 4998.223145
	Iteration 4Q: 3 clusters Score -2586731 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2587327.000000 Penalty: 4998.223145
	Iteration 5F: 3 clusters Score -2587327 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2588055.750000 Penalty: 4998.223145
	Iteration 6F: 3 clusters Score -2588056 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -2588967.500000 Penalty: 4998.223145
	Iteration 7F: 3 clusters Score -2588968 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2590010.250000 Penalty: 4998.223145
	Iteration 8F: 3 clusters Score -2590010 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2591014.500000 Penalty: 4998.223145
	Iteration 9F: 3 clusters Score -2591014 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2591849.250000 Penalty: 4998.223145
	Iteration 10Q: 3 clusters Score -2591849 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2592502.750000 Penalty: 4998.223145
	Iteration 11Q: 3 clusters Score -2592503 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2593004.250000 Penalty: 4998.223145
	Iteration 12Q: 3 clusters Score -2593004 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2593339.000000 Penalty: 4998.223145
	Iteration 13Q: 3 clusters Score -2593339 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -2593522.000000 Penalty: 4998.223145
	Iteration 14Q: 3 clusters Score -2593522 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -2593637.500000 Penalty: 4998.223145
	Iteration 15Q: 3 clusters Score -2593638 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2593702.000000 Penalty: 4998.223145
	Iteration 16Q: 3 clusters Score -2593702 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2593734.250000 Penalty: 4998.223145
	Iteration 17Q: 3 clusters Score -2593734 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2593760.750000 Penalty: 4998.223145
	Iteration 18Q: 3 clusters Score -2593761 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2593770.000000 Penalty: 4998.223145
	Iteration 19Q: 3 clusters Score -2593770 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -2593780.500000 Penalty: 4998.223145
	Iteration 20F: 3 clusters Score -2593780 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2593784.250000 Penalty: 4998.223145
	Iteration 21Q: 3 clusters Score -2593784 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2593792.750000 Penalty: 4998.223145
	Iteration 22Q: 3 clusters Score -2593793 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2593798.250000 Penalty: 4998.223145
	Iteration 23Q: 3 clusters Score -2593798 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2593804.000000 Penalty: 4998.223145
	Iteration 24Q: 3 clusters Score -2593804 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -2593810.750000 Penalty: 4998.223145
	Iteration 25Q: 3 clusters Score -2593811 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2593811.000000 Penalty: 4998.223145
	Iteration 26Q: 3 clusters Score -2593811 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2593814.500000 Penalty: 4998.223145
	Iteration 27Q: 3 clusters Score -2593814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2593814.000000 Penalty: 4998.223145
	Iteration 28Q: 3 clusters Score -2593814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2593821.000000 Penalty: 4998.223145
	Iteration 29Q: 3 clusters Score -2593821 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2593822.000000 Penalty: 4998.223145
	Iteration 30Q: 3 clusters Score -2593822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2593829.250000 Penalty: 4998.223145
	Iteration 31Q: 3 clusters Score -2593829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2593834.000000 Penalty: 4998.223145
	Iteration 32Q: 3 clusters Score -2593834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2593834.750000 Penalty: 4998.223145
	Iteration 33Q: 3 clusters Score -2593835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2593835.750000 Penalty: 4998.223145
	Iteration 34Q: 3 clusters Score -2593836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2593835.750000 Penalty: 4998.223145
	Iteration 35F: 3 clusters Score -2593836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Entering Unmasked Estep 
Score: -2502749.750000 Penalty: 2492.659180
	Iteration 0F: 2 clusters Score -2502750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2486478.250000 Penalty: 4985.318359
	Iteration 0F: 3 clusters Score -2486478 nChanged 10321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2492608.500000 Penalty: 4985.318359
	Iteration 1F: 3 clusters Score -2492608 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2493703.250000 Penalty: 4985.318359
	Iteration 2F: 3 clusters Score -2493703 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2494883.500000 Penalty: 4985.318359
	Iteration 3F: 3 clusters Score -2494884 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2496054.250000 Penalty: 4985.318359
	Iteration 4F: 3 clusters Score -2496054 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2497150.750000 Penalty: 4985.318359
	Iteration 5F: 3 clusters Score -2497151 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2498207.750000 Penalty: 4985.318359
	Iteration 6F: 3 clusters Score -2498208 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2499125.750000 Penalty: 4985.318359
	Iteration 7F: 3 clusters Score -2499126 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2500010.250000 Penalty: 4985.318359
	Iteration 8F: 3 clusters Score -2500010 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2500912.250000 Penalty: 4985.318359
	Iteration 9Q: 3 clusters Score -2500912 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2501782.000000 Penalty: 4985.318359
	Iteration 10Q: 3 clusters Score -2501782 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -2502588.250000 Penalty: 4985.318359
	Iteration 11Q: 3 clusters Score -2502588 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2503200.000000 Penalty: 4985.318359
	Iteration 12Q: 3 clusters Score -2503200 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2503555.500000 Penalty: 4985.318359
	Iteration 13Q: 3 clusters Score -2503556 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -2503734.750000 Penalty: 4985.318359
	Iteration 14Q: 3 clusters Score -2503735 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2503790.500000 Penalty: 4985.318359
	Iteration 15Q: 3 clusters Score -2503790 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2503803.000000 Penalty: 4985.318359
	Iteration 16Q: 3 clusters Score -2503803 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -2503820.000000 Penalty: 4985.318359
	Iteration 17Q: 3 clusters Score -2503820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2503821.500000 Penalty: 4985.318359
	Iteration 18Q: 3 clusters Score -2503822 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2503831.750000 Penalty: 4985.318359
	Iteration 19Q: 3 clusters Score -2503832 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2503837.250000 Penalty: 4985.318359
	Iteration 20F: 3 clusters Score -2503837 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -2503840.750000 Penalty: 4985.318359
	Iteration 21Q: 3 clusters Score -2503841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2503847.000000 Penalty: 4985.318359
	Iteration 22Q: 3 clusters Score -2503847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -2503841.750000 Penalty: 4985.318359
	Iteration 23Q: 3 clusters Score -2503842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2503843.000000 Penalty: 4985.318359
	Iteration 24Q: 3 clusters Score -2503843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2503846.000000 Penalty: 4985.318359
	Iteration 25Q: 3 clusters Score -2503846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2503854.750000 Penalty: 4985.318359
	Iteration 26Q: 3 clusters Score -2503855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2503852.250000 Penalty: 4985.318359
	Iteration 27Q: 3 clusters Score -2503852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -2503858.250000 Penalty: 4985.318359
	Iteration 28Q: 3 clusters Score -2503858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -2503854.000000 Penalty: 4985.318359
	Iteration 29Q: 3 clusters Score -2503854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -2503859.500000 Penalty: 4985.318359
	Iteration 30Q: 3 clusters Score -2503860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2503858.000000 Penalty: 4985.318359
	Iteration 31Q: 3 clusters Score -2503858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -2503858.750000 Penalty: 4985.318359
	Iteration 32Q: 3 clusters Score -2503859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2503858.000000 Penalty: 4985.318359
	Iteration 33Q: 3 clusters Score -2503858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2503856.000000 Penalty: 4985.318359
	Iteration 34Q: 3 clusters Score -2503856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -2503858.500000 Penalty: 4985.318359
	Iteration 35Q: 3 clusters Score -2503858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2503858.750000 Penalty: 4985.318359
	Iteration 36Q: 3 clusters Score -2503859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2503859.500000 Penalty: 4985.318359
	Iteration 37Q: 3 clusters Score -2503860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -2503863.000000 Penalty: 4985.318359
	Iteration 38Q: 3 clusters Score -2503863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -2503865.250000 Penalty: 4985.318359
	Iteration 39Q: 3 clusters Score -2503865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2503869.250000 Penalty: 4985.318359
	Iteration 40F: 3 clusters Score -2503869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2503871.000000 Penalty: 4985.318359
	Iteration 41Q: 3 clusters Score -2503871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2503869.500000 Penalty: 4985.318359
	Iteration 42Q: 3 clusters Score -2503870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2503869.500000 Penalty: 4985.318359
	Iteration 43F: 3 clusters Score -2503870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 23918 members 
Mstep: Class 3 contains 17682 members 
Mstep: Class 4 contains 12814 members 
Mstep: Class 5 contains 9014 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 16281 members 
Mstep: Class 8 contains 38469 members 
Mstep: Class 9 contains 9765 members 
Mstep: Class 10 contains 11979 members 
Mstep: Class 11 contains 29760 members 
Mstep: Class 12 contains 3310 members 
Mstep: Class 13 contains 23791 members 
Mstep: Class 14 contains 18778 members 
Mstep: Class 15 contains 19274 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 17 contains 1439 members 
Mstep: Class 18 contains 6362 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 18321 members 
Mstep: Class 21 contains 17957 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91054 members 
Mstep: Class 24 contains 58898 members 
Mstep: Class 25 contains 11187 members 
Mstep: Class 26 contains 26567 members 
Mstep: Class 27 contains 9688 members 
Mstep: Class 28 contains 32733 members 
Mstep: Class 29 contains 6959 members 
Mstep: Class 30 contains 9661 members 
Mstep: Class 31 contains 680 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17468 members 
Mstep: Class 34 contains 9944 members 
Mstep: Class 35 contains 4209 members 
Mstep: Class 36 contains 9154 members 
Mstep: Class 37 contains 8066 members 
Mstep: Class 38 contains 45205 members 
Mstep: Class 39 contains 4402 members 
Entering Unmasked Estep 
Score: -64721392.000000 Penalty: 129430.414062
Splitting cluster 14 changes total score from -64720612.000000 to -64721392.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 15 (19274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Entering Unmasked Estep 
Score: -1859145.625000 Penalty: 2446.895020
	Iteration 0F: 2 clusters Score -1859146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1845593.375000 Penalty: 4893.790039
	Iteration 0F: 3 clusters Score -1845593 nChanged 8493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1850616.500000 Penalty: 4893.790039
	Iteration 1F: 3 clusters Score -1850616 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1851532.250000 Penalty: 4893.790039
	Iteration 2F: 3 clusters Score -1851532 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1852451.625000 Penalty: 4893.790039
	Iteration 3F: 3 clusters Score -1852452 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1853260.250000 Penalty: 4893.790039
	Iteration 4F: 3 clusters Score -1853260 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1853961.000000 Penalty: 4893.790039
	Iteration 5F: 3 clusters Score -1853961 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1854483.375000 Penalty: 4893.790039
	Iteration 6F: 3 clusters Score -1854483 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1854892.000000 Penalty: 4893.790039
	Iteration 7Q: 3 clusters Score -1854892 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1855269.750000 Penalty: 4893.790039
	Iteration 8Q: 3 clusters Score -1855270 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1855610.125000 Penalty: 4893.790039
	Iteration 9Q: 3 clusters Score -1855610 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1855872.000000 Penalty: 4893.790039
	Iteration 10Q: 3 clusters Score -1855872 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1856095.250000 Penalty: 4893.790039
	Iteration 11Q: 3 clusters Score -1856095 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1856279.375000 Penalty: 4893.790039
	Iteration 12Q: 3 clusters Score -1856279 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1856435.500000 Penalty: 4893.790039
	Iteration 13Q: 3 clusters Score -1856436 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1856571.250000 Penalty: 4893.790039
	Iteration 14Q: 3 clusters Score -1856571 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1856683.125000 Penalty: 4893.790039
	Iteration 15Q: 3 clusters Score -1856683 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1856762.625000 Penalty: 4893.790039
	Iteration 16Q: 3 clusters Score -1856763 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1856823.375000 Penalty: 4893.790039
	Iteration 17Q: 3 clusters Score -1856823 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1856883.750000 Penalty: 4893.790039
	Iteration 18Q: 3 clusters Score -1856884 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -1856944.625000 Penalty: 4893.790039
	Iteration 19Q: 3 clusters Score -1856945 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -1857004.375000 Penalty: 4893.790039
	Iteration 20F: 3 clusters Score -1857004 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -1857070.625000 Penalty: 4893.790039
	Iteration 21Q: 3 clusters Score -1857071 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1857128.250000 Penalty: 4893.790039
	Iteration 22Q: 3 clusters Score -1857128 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -1857164.875000 Penalty: 4893.790039
	Iteration 23Q: 3 clusters Score -1857165 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1857188.250000 Penalty: 4893.790039
	Iteration 24Q: 3 clusters Score -1857188 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1857214.000000 Penalty: 4893.790039
	Iteration 25Q: 3 clusters Score -1857214 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -1857242.375000 Penalty: 4893.790039
	Iteration 26Q: 3 clusters Score -1857242 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -1857261.625000 Penalty: 4893.790039
	Iteration 27Q: 3 clusters Score -1857262 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -1857296.750000 Penalty: 4893.790039
	Iteration 28Q: 3 clusters Score -1857297 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -1857315.750000 Penalty: 4893.790039
	Iteration 29Q: 3 clusters Score -1857316 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -1857344.125000 Penalty: 4893.790039
	Iteration 30Q: 3 clusters Score -1857344 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -1857365.000000 Penalty: 4893.790039
	Iteration 31Q: 3 clusters Score -1857365 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -1857392.750000 Penalty: 4893.790039
	Iteration 32Q: 3 clusters Score -1857393 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -1857409.500000 Penalty: 4893.790039
	Iteration 33Q: 3 clusters Score -1857410 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -1857434.375000 Penalty: 4893.790039
	Iteration 34Q: 3 clusters Score -1857434 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -1857457.250000 Penalty: 4893.790039
	Iteration 35Q: 3 clusters Score -1857457 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -1857482.875000 Penalty: 4893.790039
	Iteration 36Q: 3 clusters Score -1857483 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -1857506.250000 Penalty: 4893.790039
	Iteration 37Q: 3 clusters Score -1857506 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -1857530.625000 Penalty: 4893.790039
	Iteration 38Q: 3 clusters Score -1857531 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -1857545.000000 Penalty: 4893.790039
	Iteration 39Q: 3 clusters Score -1857545 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -1857567.500000 Penalty: 4893.790039
	Iteration 40F: 3 clusters Score -1857568 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -1857584.375000 Penalty: 4893.790039
	Iteration 41Q: 3 clusters Score -1857584 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -1857604.250000 Penalty: 4893.790039
	Iteration 42Q: 3 clusters Score -1857604 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -1857616.250000 Penalty: 4893.790039
	Iteration 43Q: 3 clusters Score -1857616 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -1857623.250000 Penalty: 4893.790039
	Iteration 44Q: 3 clusters Score -1857623 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -1857632.375000 Penalty: 4893.790039
	Iteration 45Q: 3 clusters Score -1857632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -1857637.000000 Penalty: 4893.790039
	Iteration 46Q: 3 clusters Score -1857637 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -1857647.875000 Penalty: 4893.790039
	Iteration 47Q: 3 clusters Score -1857648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -1857651.375000 Penalty: 4893.790039
	Iteration 48Q: 3 clusters Score -1857651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -1857661.750000 Penalty: 4893.790039
	Iteration 49Q: 3 clusters Score -1857662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -1857665.375000 Penalty: 4893.790039
	Iteration 50Q: 3 clusters Score -1857665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -1857671.500000 Penalty: 4893.790039
	Iteration 51Q: 3 clusters Score -1857672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -1857679.000000 Penalty: 4893.790039
	Iteration 52Q: 3 clusters Score -1857679 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -1857685.125000 Penalty: 4893.790039
	Iteration 53Q: 3 clusters Score -1857685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -1857690.000000 Penalty: 4893.790039
	Iteration 54Q: 3 clusters Score -1857690 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -1857707.500000 Penalty: 4893.790039
	Iteration 55Q: 3 clusters Score -1857708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -1857712.500000 Penalty: 4893.790039
	Iteration 56Q: 3 clusters Score -1857712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -1857727.375000 Penalty: 4893.790039
	Iteration 57Q: 3 clusters Score -1857727 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -1857734.875000 Penalty: 4893.790039
	Iteration 58Q: 3 clusters Score -1857735 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -1857739.125000 Penalty: 4893.790039
	Iteration 59Q: 3 clusters Score -1857739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -1857743.625000 Penalty: 4893.790039
	Iteration 60F: 3 clusters Score -1857744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -1857748.250000 Penalty: 4893.790039
	Iteration 61Q: 3 clusters Score -1857748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -1857748.000000 Penalty: 4893.790039
	Iteration 62Q: 3 clusters Score -1857748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -1857749.875000 Penalty: 4893.790039
	Iteration 63Q: 3 clusters Score -1857750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -1857752.250000 Penalty: 4893.790039
	Iteration 64Q: 3 clusters Score -1857752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -1857752.375000 Penalty: 4893.790039
	Iteration 65Q: 3 clusters Score -1857752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -1857753.750000 Penalty: 4893.790039
	Iteration 66Q: 3 clusters Score -1857754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -1857755.500000 Penalty: 4893.790039
	Iteration 67Q: 3 clusters Score -1857756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -1857761.000000 Penalty: 4893.790039
	Iteration 68Q: 3 clusters Score -1857761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -1857762.750000 Penalty: 4893.790039
	Iteration 69Q: 3 clusters Score -1857763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -1857768.250000 Penalty: 4893.790039
	Iteration 70Q: 3 clusters Score -1857768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -1857771.500000 Penalty: 4893.790039
	Iteration 71Q: 3 clusters Score -1857772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -1857773.250000 Penalty: 4893.790039
	Iteration 72Q: 3 clusters Score -1857773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -1857772.500000 Penalty: 4893.790039
	Iteration 73Q: 3 clusters Score -1857772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -1857776.500000 Penalty: 4893.790039
	Iteration 74Q: 3 clusters Score -1857776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -1857773.125000 Penalty: 4893.790039
	Iteration 75Q: 3 clusters Score -1857773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -1857774.625000 Penalty: 4893.790039
	Iteration 76Q: 3 clusters Score -1857775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -1857771.250000 Penalty: 4893.790039
	Iteration 77Q: 3 clusters Score -1857771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -1857773.125000 Penalty: 4893.790039
	Iteration 78Q: 3 clusters Score -1857773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -1857770.875000 Penalty: 4893.790039
	Iteration 79Q: 3 clusters Score -1857771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -1857771.625000 Penalty: 4893.790039
	Iteration 80F: 3 clusters Score -1857772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -1857773.875000 Penalty: 4893.790039
	Iteration 81Q: 3 clusters Score -1857774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -1857776.125000 Penalty: 4893.790039
	Iteration 82Q: 3 clusters Score -1857776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -1857776.500000 Penalty: 4893.790039
	Iteration 83Q: 3 clusters Score -1857776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -1857777.875000 Penalty: 4893.790039
	Iteration 84Q: 3 clusters Score -1857778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -1857778.875000 Penalty: 4893.790039
	Iteration 85Q: 3 clusters Score -1857779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -1857779.875000 Penalty: 4893.790039
	Iteration 86Q: 3 clusters Score -1857780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -1857783.500000 Penalty: 4893.790039
	Iteration 87Q: 3 clusters Score -1857784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -1857782.875000 Penalty: 4893.790039
	Iteration 88Q: 3 clusters Score -1857783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -1857783.750000 Penalty: 4893.790039
	Iteration 89Q: 3 clusters Score -1857784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -1857784.000000 Penalty: 4893.790039
	Iteration 90Q: 3 clusters Score -1857784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -1857779.750000 Penalty: 4893.790039
	Iteration 91Q: 3 clusters Score -1857780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -1857784.125000 Penalty: 4893.790039
	Iteration 92Q: 3 clusters Score -1857784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -1857786.750000 Penalty: 4893.790039
	Iteration 93Q: 3 clusters Score -1857787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -1857788.750000 Penalty: 4893.790039
	Iteration 94Q: 3 clusters Score -1857789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -1857787.250000 Penalty: 4893.790039
	Iteration 95Q: 3 clusters Score -1857787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -1857787.250000 Penalty: 4893.790039
	Iteration 96F: 3 clusters Score -1857787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -106889.398438 Penalty: 1744.309570
	Iteration 0F: 2 clusters Score -106889.4 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 560 members 
Entering Unmasked Estep 
Score: -104938.117188 Penalty: 3488.619141
	Iteration 0F: 3 clusters Score -104938.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -105496.359375 Penalty: 3488.619141
	Iteration 1F: 3 clusters Score -105496.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -105975.796875 Penalty: 3488.619141
	Iteration 2F: 3 clusters Score -105975.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -106456.140625 Penalty: 3488.619141
	Iteration 3F: 3 clusters Score -106456.1 nChanged 75
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: -107357.914062 Penalty: 3488.619141
	Iteration 4F: 3 clusters Score -107357.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -107791.156250 Penalty: 3488.619141
	Iteration 5F: 3 clusters Score -107791.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -108028.421875 Penalty: 3488.619141
	Iteration 6F: 3 clusters Score -108028.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -108134.703125 Penalty: 3488.619141
	Iteration 7Q: 3 clusters Score -108134.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -108162.507812 Penalty: 3488.619141
	Iteration 8Q: 3 clusters Score -108162.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -108174.281250 Penalty: 3488.619141
	Iteration 9Q: 3 clusters Score -108174.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -108181.406250 Penalty: 3488.619141
	Iteration 10Q: 3 clusters Score -108181.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -108187.796875 Penalty: 3488.619141
	Iteration 11Q: 3 clusters Score -108187.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -108192.328125 Penalty: 3488.619141
	Iteration 12Q: 3 clusters Score -108192.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -108194.984375 Penalty: 3488.619141
	Iteration 13Q: 3 clusters Score -108195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -108194.984375 Penalty: 3488.619141
	Iteration 14F: 3 clusters Score -108195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 23918 members 
Mstep: Class 3 contains 17682 members 
Mstep: Class 4 contains 12814 members 
Mstep: Class 5 contains 9014 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 16281 members 
Mstep: Class 8 contains 38469 members 
Mstep: Class 9 contains 9765 members 
Mstep: Class 10 contains 11979 members 
Mstep: Class 11 contains 29760 members 
Mstep: Class 12 contains 3310 members 
Mstep: Class 13 contains 23791 members 
Mstep: Class 14 contains 18778 members 
Mstep: Class 15 contains 19274 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 1439 members 
Mstep: Class 18 contains 6362 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 18321 members 
Mstep: Class 21 contains 17957 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91054 members 
Mstep: Class 24 contains 58898 members 
Mstep: Class 25 contains 11187 members 
Mstep: Class 26 contains 26567 members 
Mstep: Class 27 contains 9688 members 
Mstep: Class 28 contains 32733 members 
Mstep: Class 29 contains 6959 members 
Mstep: Class 30 contains 9661 members 
Mstep: Class 31 contains 680 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17468 members 
Mstep: Class 34 contains 9944 members 
Mstep: Class 35 contains 4209 members 
Mstep: Class 36 contains 9154 members 
Mstep: Class 37 contains 8066 members 
Mstep: Class 38 contains 45205 members 
Mstep: Class 39 contains 4402 members 
Mstep: Class 40 contains 764 members 
Entering Unmasked Estep 
Score: -64721116.000000 Penalty: 132749.140625
Splitting cluster 16 changes total score from -64720612.000000 to -64721116.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 17 (1439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Entering Unmasked Estep 
Score: -130890.921875 Penalty: 1803.382568
	Iteration 0F: 2 clusters Score -130890.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -128719.460938 Penalty: 3606.765137
	Iteration 0F: 3 clusters Score -128719.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -129567.500000 Penalty: 3606.765137
	Iteration 1F: 3 clusters Score -129567.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -130781.781250 Penalty: 3606.765137
	Iteration 2F: 3 clusters Score -130781.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -132113.937500 Penalty: 3606.765137
	Iteration 3F: 3 clusters Score -132113.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -133092.968750 Penalty: 3606.765137
	Iteration 4F: 3 clusters Score -133093 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -133353.156250 Penalty: 3606.765137
	Iteration 5F: 3 clusters Score -133353.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -133432.750000 Penalty: 3606.765137
	Iteration 6Q: 3 clusters Score -133432.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -133487.593750 Penalty: 3606.765137
	Iteration 7Q: 3 clusters Score -133487.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -133567.625000 Penalty: 3606.765137
	Iteration 8Q: 3 clusters Score -133567.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -133712.546875 Penalty: 3606.765137
	Iteration 9Q: 3 clusters Score -133712.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -133804.343750 Penalty: 3606.765137
	Iteration 10Q: 3 clusters Score -133804.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -133826.609375 Penalty: 3606.765137
	Iteration 11Q: 3 clusters Score -133826.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -133850.046875 Penalty: 3606.765137
	Iteration 12Q: 3 clusters Score -133850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -133850.046875 Penalty: 3606.765137
	Iteration 13F: 3 clusters Score -133850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 23918 members 
Mstep: Class 3 contains 17682 members 
Mstep: Class 4 contains 12814 members 
Mstep: Class 5 contains 9014 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 16281 members 
Mstep: Class 8 contains 38469 members 
Mstep: Class 9 contains 9765 members 
Mstep: Class 10 contains 11979 members 
Mstep: Class 11 contains 29760 members 
Mstep: Class 12 contains 3310 members 
Mstep: Class 13 contains 23791 members 
Mstep: Class 14 contains 18778 members 
Mstep: Class 15 contains 19274 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 6362 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 18321 members 
Mstep: Class 21 contains 17957 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91054 members 
Mstep: Class 24 contains 58898 members 
Mstep: Class 25 contains 11187 members 
Mstep: Class 26 contains 26567 members 
Mstep: Class 27 contains 9688 members 
Mstep: Class 28 contains 32733 members 
Mstep: Class 29 contains 6959 members 
Mstep: Class 30 contains 9661 members 
Mstep: Class 31 contains 680 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17468 members 
Mstep: Class 34 contains 9944 members 
Mstep: Class 35 contains 4209 members 
Mstep: Class 36 contains 9154 members 
Mstep: Class 37 contains 8066 members 
Mstep: Class 38 contains 45205 members 
Mstep: Class 39 contains 4402 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 506 members 
Entering Unmasked Estep 
Score: -64722544.000000 Penalty: 136067.875000
Splitting cluster 17 changes total score from -64720612.000000 to -64722544.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 18 (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: -593609.812500 Penalty: 2172.008301
	Iteration 0F: 2 clusters Score -593609.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -588316.812500 Penalty: 4344.016602
	Iteration 0F: 3 clusters Score -588316.8 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -590272.375000 Penalty: 4344.016602
	Iteration 1F: 3 clusters Score -590272.4 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -591038.625000 Penalty: 4344.016602
	Iteration 2F: 3 clusters Score -591038.6 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -591640.500000 Penalty: 4344.016602
	Iteration 3F: 3 clusters Score -591640.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -592121.687500 Penalty: 4344.016602
	Iteration 4F: 3 clusters Score -592121.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -592453.750000 Penalty: 4344.016602
	Iteration 5F: 3 clusters Score -592453.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -592659.937500 Penalty: 4344.016602
	Iteration 6Q: 3 clusters Score -592659.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -592816.437500 Penalty: 4344.016602
	Iteration 7Q: 3 clusters Score -592816.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -592927.250000 Penalty: 4344.016602
	Iteration 8Q: 3 clusters Score -592927.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -593042.562500 Penalty: 4344.016602
	Iteration 9Q: 3 clusters Score -593042.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -593131.812500 Penalty: 4344.016602
	Iteration 10Q: 3 clusters Score -593131.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -593224.312500 Penalty: 4344.016602
	Iteration 11Q: 3 clusters Score -593224.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -593302.625000 Penalty: 4344.016602
	Iteration 12Q: 3 clusters Score -593302.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -593376.625000 Penalty: 4344.016602
	Iteration 13Q: 3 clusters Score -593376.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -593449.562500 Penalty: 4344.016602
	Iteration 14Q: 3 clusters Score -593449.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -593539.500000 Penalty: 4344.016602
	Iteration 15Q: 3 clusters Score -593539.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -593644.625000 Penalty: 4344.016602
	Iteration 16Q: 3 clusters Score -593644.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -593727.437500 Penalty: 4344.016602
	Iteration 17Q: 3 clusters Score -593727.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -593804.500000 Penalty: 4344.016602
	Iteration 18Q: 3 clusters Score -593804.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -593874.375000 Penalty: 4344.016602
	Iteration 19Q: 3 clusters Score -593874.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -593937.687500 Penalty: 4344.016602
	Iteration 20F: 3 clusters Score -593937.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -594008.937500 Penalty: 4344.016602
	Iteration 21Q: 3 clusters Score -594008.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -594078.562500 Penalty: 4344.016602
	Iteration 22Q: 3 clusters Score -594078.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -594137.875000 Penalty: 4344.016602
	Iteration 23Q: 3 clusters Score -594137.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -594211.687500 Penalty: 4344.016602
	Iteration 24Q: 3 clusters Score -594211.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -594258.375000 Penalty: 4344.016602
	Iteration 25Q: 3 clusters Score -594258.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -594303.750000 Penalty: 4344.016602
	Iteration 26Q: 3 clusters Score -594303.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -594342.312500 Penalty: 4344.016602
	Iteration 27Q: 3 clusters Score -594342.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -594365.562500 Penalty: 4344.016602
	Iteration 28Q: 3 clusters Score -594365.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -594382.062500 Penalty: 4344.016602
	Iteration 29Q: 3 clusters Score -594382.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -594392.375000 Penalty: 4344.016602
	Iteration 30Q: 3 clusters Score -594392.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -594406.062500 Penalty: 4344.016602
	Iteration 31Q: 3 clusters Score -594406.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -594418.875000 Penalty: 4344.016602
	Iteration 32Q: 3 clusters Score -594418.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -594430.125000 Penalty: 4344.016602
	Iteration 33Q: 3 clusters Score -594430.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -594438.375000 Penalty: 4344.016602
	Iteration 34Q: 3 clusters Score -594438.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -594445.562500 Penalty: 4344.016602
	Iteration 35Q: 3 clusters Score -594445.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -594453.375000 Penalty: 4344.016602
	Iteration 36Q: 3 clusters Score -594453.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -594462.125000 Penalty: 4344.016602
	Iteration 37Q: 3 clusters Score -594462.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -594471.937500 Penalty: 4344.016602
	Iteration 38Q: 3 clusters Score -594471.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -594481.437500 Penalty: 4344.016602
	Iteration 39Q: 3 clusters Score -594481.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -594486.812500 Penalty: 4344.016602
	Iteration 40F: 3 clusters Score -594486.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -594489.375000 Penalty: 4344.016602
	Iteration 41Q: 3 clusters Score -594489.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -594491.000000 Penalty: 4344.016602
	Iteration 42Q: 3 clusters Score -594491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -594490.625000 Penalty: 4344.016602
	Iteration 43Q: 3 clusters Score -594490.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -594491.125000 Penalty: 4344.016602
	Iteration 44Q: 3 clusters Score -594491.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -594491.125000 Penalty: 4344.016602
	Iteration 45F: 3 clusters Score -594491.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 23918 members 
Mstep: Class 3 contains 17682 members 
Mstep: Class 4 contains 12814 members 
Mstep: Class 5 contains 9014 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 16281 members 
Mstep: Class 8 contains 38469 members 
Mstep: Class 9 contains 9765 members 
Mstep: Class 10 contains 11979 members 
Mstep: Class 11 contains 29760 members 
Mstep: Class 12 contains 3310 members 
Mstep: Class 13 contains 23791 members 
Mstep: Class 14 contains 18778 members 
Mstep: Class 15 contains 19274 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 5530 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 18321 members 
Mstep: Class 21 contains 17957 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91054 members 
Mstep: Class 24 contains 58898 members 
Mstep: Class 25 contains 11187 members 
Mstep: Class 26 contains 26567 members 
Mstep: Class 27 contains 9688 members 
Mstep: Class 28 contains 32733 members 
Mstep: Class 29 contains 6959 members 
Mstep: Class 30 contains 9661 members 
Mstep: Class 31 contains 680 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17468 members 
Mstep: Class 34 contains 9944 members 
Mstep: Class 35 contains 4209 members 
Mstep: Class 36 contains 9154 members 
Mstep: Class 37 contains 8066 members 
Mstep: Class 38 contains 45205 members 
Mstep: Class 39 contains 4402 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 506 members 
Mstep: Class 42 contains 832 members 
Entering Unmasked Estep 
Score: -64722276.000000 Penalty: 139386.609375
Splitting cluster 18 changes total score from -64720612.000000 to -64722276.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 19 (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: -107342.328125 Penalty: 1706.080322
	Iteration 0F: 2 clusters Score -107342.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -105406.789062 Penalty: 3412.160645
	Iteration 0F: 3 clusters Score -105406.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -105687.234375 Penalty: 3412.160645
	Iteration 1F: 3 clusters Score -105687.2 nChanged 59
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: -105765.109375 Penalty: 3412.160645
	Iteration 2F: 3 clusters Score -105765.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -105788.554688 Penalty: 3412.160645
	Iteration 3Q: 3 clusters Score -105788.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -105798.335938 Penalty: 3412.160645
	Iteration 4Q: 3 clusters Score -105798.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -105808.984375 Penalty: 3412.160645
	Iteration 5Q: 3 clusters Score -105809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -105817.828125 Penalty: 3412.160645
	Iteration 6Q: 3 clusters Score -105817.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -105828.289062 Penalty: 3412.160645
	Iteration 7Q: 3 clusters Score -105828.3 nChanged 5
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: -105831.750000 Penalty: 3412.160645
	Iteration 8Q: 3 clusters Score -105831.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -105836.296875 Penalty: 3412.160645
	Iteration 9Q: 3 clusters Score -105836.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -105836.296875 Penalty: 3412.160645
	Iteration 10F: 3 clusters Score -105836.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Entering Unmasked Estep 
Score: -1358101.125000 Penalty: 2434.319336
	Iteration 0F: 2 clusters Score -1358101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1345210.875000 Penalty: 4868.638672
	Iteration 0F: 3 clusters Score -1345211 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1350042.000000 Penalty: 4868.638672
	Iteration 1F: 3 clusters Score -1350042 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1351252.250000 Penalty: 4868.638672
	Iteration 2F: 3 clusters Score -1351252 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1352797.500000 Penalty: 4868.638672
	Iteration 3F: 3 clusters Score -1352798 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1354380.250000 Penalty: 4868.638672
	Iteration 4F: 3 clusters Score -1354380 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1355736.750000 Penalty: 4868.638672
	Iteration 5F: 3 clusters Score -1355737 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1356702.750000 Penalty: 4868.638672
	Iteration 6F: 3 clusters Score -1356703 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1357322.375000 Penalty: 4868.638672
	Iteration 7Q: 3 clusters Score -1357322 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1357688.125000 Penalty: 4868.638672
	Iteration 8Q: 3 clusters Score -1357688 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1357886.125000 Penalty: 4868.638672
	Iteration 9Q: 3 clusters Score -1357886 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1357996.875000 Penalty: 4868.638672
	Iteration 10Q: 3 clusters Score -1357997 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1358070.125000 Penalty: 4868.638672
	Iteration 11Q: 3 clusters Score -1358070 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1358114.750000 Penalty: 4868.638672
	Iteration 12Q: 3 clusters Score -1358115 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1358155.000000 Penalty: 4868.638672
	Iteration 13Q: 3 clusters Score -1358155 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1358185.125000 Penalty: 4868.638672
	Iteration 14Q: 3 clusters Score -1358185 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1358208.750000 Penalty: 4868.638672
	Iteration 15Q: 3 clusters Score -1358209 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1358225.500000 Penalty: 4868.638672
	Iteration 16Q: 3 clusters Score -1358226 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1358246.625000 Penalty: 4868.638672
	Iteration 17Q: 3 clusters Score -1358247 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1358271.750000 Penalty: 4868.638672
	Iteration 18Q: 3 clusters Score -1358272 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1358301.375000 Penalty: 4868.638672
	Iteration 19Q: 3 clusters Score -1358301 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1358325.250000 Penalty: 4868.638672
	Iteration 20F: 3 clusters Score -1358325 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1358349.750000 Penalty: 4868.638672
	Iteration 21Q: 3 clusters Score -1358350 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1358360.500000 Penalty: 4868.638672
	Iteration 22Q: 3 clusters Score -1358360 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1358365.250000 Penalty: 4868.638672
	Iteration 23Q: 3 clusters Score -1358365 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1358382.625000 Penalty: 4868.638672
	Iteration 24Q: 3 clusters Score -1358383 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1358399.375000 Penalty: 4868.638672
	Iteration 25Q: 3 clusters Score -1358399 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1358403.500000 Penalty: 4868.638672
	Iteration 26Q: 3 clusters Score -1358404 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1358412.750000 Penalty: 4868.638672
	Iteration 27Q: 3 clusters Score -1358413 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1358413.250000 Penalty: 4868.638672
	Iteration 28Q: 3 clusters Score -1358413 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1358416.500000 Penalty: 4868.638672
	Iteration 29Q: 3 clusters Score -1358416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1358420.750000 Penalty: 4868.638672
	Iteration 30Q: 3 clusters Score -1358421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1358422.875000 Penalty: 4868.638672
	Iteration 31Q: 3 clusters Score -1358423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1358425.625000 Penalty: 4868.638672
	Iteration 32Q: 3 clusters Score -1358426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1358423.375000 Penalty: 4868.638672
	Iteration 33Q: 3 clusters Score -1358423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1358424.625000 Penalty: 4868.638672
	Iteration 34Q: 3 clusters Score -1358425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1358426.250000 Penalty: 4868.638672
	Iteration 35Q: 3 clusters Score -1358426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1358426.625000 Penalty: 4868.638672
	Iteration 36Q: 3 clusters Score -1358427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1358427.875000 Penalty: 4868.638672
	Iteration 37Q: 3 clusters Score -1358428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1358426.125000 Penalty: 4868.638672
	Iteration 38Q: 3 clusters Score -1358426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1358429.250000 Penalty: 4868.638672
	Iteration 39Q: 3 clusters Score -1358429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1358429.000000 Penalty: 4868.638672
	Iteration 40F: 3 clusters Score -1358429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1358425.625000 Penalty: 4868.638672
	Iteration 41Q: 3 clusters Score -1358426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1358425.625000 Penalty: 4868.638672
	Iteration 42F: 3 clusters Score -1358426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 23918 members 
Mstep: Class 3 contains 17682 members 
Mstep: Class 4 contains 12814 members 
Mstep: Class 5 contains 9014 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 16281 members 
Mstep: Class 8 contains 38469 members 
Mstep: Class 9 contains 9765 members 
Mstep: Class 10 contains 11979 members 
Mstep: Class 11 contains 29760 members 
Mstep: Class 12 contains 3310 members 
Mstep: Class 13 contains 23791 members 
Mstep: Class 14 contains 18778 members 
Mstep: Class 15 contains 19274 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 5530 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 7452 members 
Mstep: Class 21 contains 17957 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91054 members 
Mstep: Class 24 contains 58898 members 
Mstep: Class 25 contains 11187 members 
Mstep: Class 26 contains 26567 members 
Mstep: Class 27 contains 9688 members 
Mstep: Class 28 contains 32733 members 
Mstep: Class 29 contains 6959 members 
Mstep: Class 30 contains 9661 members 
Mstep: Class 31 contains 680 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17468 members 
Mstep: Class 34 contains 9944 members 
Mstep: Class 35 contains 4209 members 
Mstep: Class 36 contains 9154 members 
Mstep: Class 37 contains 8066 members 
Mstep: Class 38 contains 45205 members 
Mstep: Class 39 contains 4402 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 506 members 
Mstep: Class 42 contains 832 members 
Mstep: Class 43 contains 10869 members 
Entering Unmasked Estep 
Score: -64721620.000000 Penalty: 142705.328125
Splitting cluster 20 changes total score from -64720612.000000 to -64721620.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 21 (17957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Entering Unmasked Estep 
Score: -1935718.500000 Penalty: 2429.342285
	Iteration 0F: 2 clusters Score -1935718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1922964.375000 Penalty: 4858.684570
	Iteration 0F: 3 clusters Score -1922964 nChanged 7828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1927280.750000 Penalty: 4858.684570
	Iteration 1F: 3 clusters Score -1927281 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1927960.875000 Penalty: 4858.684570
	Iteration 2F: 3 clusters Score -1927961 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1928659.000000 Penalty: 4858.684570
	Iteration 3F: 3 clusters Score -1928659 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1929503.375000 Penalty: 4858.684570
	Iteration 4F: 3 clusters Score -1929503 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1930547.875000 Penalty: 4858.684570
	Iteration 5F: 3 clusters Score -1930548 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1931901.875000 Penalty: 4858.684570
	Iteration 6F: 3 clusters Score -1931902 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1933695.250000 Penalty: 4858.684570
	Iteration 7F: 3 clusters Score -1933695 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1935223.000000 Penalty: 4858.684570
	Iteration 8F: 3 clusters Score -1935223 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1935865.375000 Penalty: 4858.684570
	Iteration 9F: 3 clusters Score -1935865 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1936170.125000 Penalty: 4858.684570
	Iteration 10Q: 3 clusters Score -1936170 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1936333.625000 Penalty: 4858.684570
	Iteration 11Q: 3 clusters Score -1936334 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1936420.375000 Penalty: 4858.684570
	Iteration 12Q: 3 clusters Score -1936420 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1936463.625000 Penalty: 4858.684570
	Iteration 13Q: 3 clusters Score -1936464 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1936480.000000 Penalty: 4858.684570
	Iteration 14Q: 3 clusters Score -1936480 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1936495.250000 Penalty: 4858.684570
	Iteration 15Q: 3 clusters Score -1936495 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1936513.500000 Penalty: 4858.684570
	Iteration 16Q: 3 clusters Score -1936514 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1936520.500000 Penalty: 4858.684570
	Iteration 17Q: 3 clusters Score -1936520 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1936523.000000 Penalty: 4858.684570
	Iteration 18Q: 3 clusters Score -1936523 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1936527.000000 Penalty: 4858.684570
	Iteration 19Q: 3 clusters Score -1936527 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1936528.625000 Penalty: 4858.684570
	Iteration 20F: 3 clusters Score -1936529 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1936531.250000 Penalty: 4858.684570
	Iteration 21Q: 3 clusters Score -1936531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1936532.250000 Penalty: 4858.684570
	Iteration 22Q: 3 clusters Score -1936532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1936539.625000 Penalty: 4858.684570
	Iteration 23Q: 3 clusters Score -1936540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1936541.375000 Penalty: 4858.684570
	Iteration 24Q: 3 clusters Score -1936541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1936538.000000 Penalty: 4858.684570
	Iteration 25Q: 3 clusters Score -1936538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1936541.625000 Penalty: 4858.684570
	Iteration 26Q: 3 clusters Score -1936542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1936537.625000 Penalty: 4858.684570
	Iteration 27Q: 3 clusters Score -1936538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1936537.250000 Penalty: 4858.684570
	Iteration 28Q: 3 clusters Score -1936537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1936537.125000 Penalty: 4858.684570
	Iteration 29Q: 3 clusters Score -1936537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1936537.875000 Penalty: 4858.684570
	Iteration 30Q: 3 clusters Score -1936538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1936539.125000 Penalty: 4858.684570
	Iteration 31Q: 3 clusters Score -1936539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1936543.250000 Penalty: 4858.684570
	Iteration 32Q: 3 clusters Score -1936543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1936539.625000 Penalty: 4858.684570
	Iteration 33Q: 3 clusters Score -1936540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1936540.500000 Penalty: 4858.684570
	Iteration 34Q: 3 clusters Score -1936540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1936536.500000 Penalty: 4858.684570
	Iteration 35Q: 3 clusters Score -1936536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1936537.375000 Penalty: 4858.684570
	Iteration 36Q: 3 clusters Score -1936537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1936536.750000 Penalty: 4858.684570
	Iteration 37Q: 3 clusters Score -1936537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1936540.375000 Penalty: 4858.684570
	Iteration 38Q: 3 clusters Score -1936540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1936541.875000 Penalty: 4858.684570
	Iteration 39Q: 3 clusters Score -1936542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1936547.750000 Penalty: 4858.684570
	Iteration 40F: 3 clusters Score -1936548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1936548.625000 Penalty: 4858.684570
	Iteration 41Q: 3 clusters Score -1936549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1936549.500000 Penalty: 4858.684570
	Iteration 42Q: 3 clusters Score -1936550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1936544.625000 Penalty: 4858.684570
	Iteration 43Q: 3 clusters Score -1936545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1936550.625000 Penalty: 4858.684570
	Iteration 44Q: 3 clusters Score -1936551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1936554.750000 Penalty: 4858.684570
	Iteration 45Q: 3 clusters Score -1936555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1936555.625000 Penalty: 4858.684570
	Iteration 46Q: 3 clusters Score -1936556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1936554.000000 Penalty: 4858.684570
	Iteration 47Q: 3 clusters Score -1936554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1936557.625000 Penalty: 4858.684570
	Iteration 48Q: 3 clusters Score -1936558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1936562.125000 Penalty: 4858.684570
	Iteration 49Q: 3 clusters Score -1936562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1936569.125000 Penalty: 4858.684570
	Iteration 50Q: 3 clusters Score -1936569 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1936564.125000 Penalty: 4858.684570
	Iteration 51Q: 3 clusters Score -1936564 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1936569.875000 Penalty: 4858.684570
	Iteration 52Q: 3 clusters Score -1936570 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1936579.625000 Penalty: 4858.684570
	Iteration 53Q: 3 clusters Score -1936580 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1936590.625000 Penalty: 4858.684570
	Iteration 54Q: 3 clusters Score -1936591 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1936593.625000 Penalty: 4858.684570
	Iteration 55Q: 3 clusters Score -1936594 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1936619.875000 Penalty: 4858.684570
	Iteration 56Q: 3 clusters Score -1936620 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1936645.625000 Penalty: 4858.684570
	Iteration 57Q: 3 clusters Score -1936646 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1936702.750000 Penalty: 4858.684570
	Iteration 58Q: 3 clusters Score -1936703 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1936771.375000 Penalty: 4858.684570
	Iteration 59Q: 3 clusters Score -1936771 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1936897.000000 Penalty: 4858.684570
	Iteration 60F: 3 clusters Score -1936897 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1937094.500000 Penalty: 4858.684570
	Iteration 61Q: 3 clusters Score -1937094 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1937375.500000 Penalty: 4858.684570
	Iteration 62Q: 3 clusters Score -1937376 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1937662.000000 Penalty: 4858.684570
	Iteration 63Q: 3 clusters Score -1937662 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1937903.750000 Penalty: 4858.684570
	Iteration 64Q: 3 clusters Score -1937904 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1938089.875000 Penalty: 4858.684570
	Iteration 65Q: 3 clusters Score -1938090 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1938193.125000 Penalty: 4858.684570
	Iteration 66Q: 3 clusters Score -1938193 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1938247.500000 Penalty: 4858.684570
	Iteration 67Q: 3 clusters Score -1938248 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1938276.500000 Penalty: 4858.684570
	Iteration 68Q: 3 clusters Score -1938276 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1938289.625000 Penalty: 4858.684570
	Iteration 69Q: 3 clusters Score -1938290 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1938293.250000 Penalty: 4858.684570
	Iteration 70Q: 3 clusters Score -1938293 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1938296.750000 Penalty: 4858.684570
	Iteration 71Q: 3 clusters Score -1938297 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1938304.500000 Penalty: 4858.684570
	Iteration 72Q: 3 clusters Score -1938304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1938310.625000 Penalty: 4858.684570
	Iteration 73Q: 3 clusters Score -1938311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1938309.625000 Penalty: 4858.684570
	Iteration 74Q: 3 clusters Score -1938310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1938311.125000 Penalty: 4858.684570
	Iteration 75Q: 3 clusters Score -1938311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1938310.750000 Penalty: 4858.684570
	Iteration 76Q: 3 clusters Score -1938311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1938307.625000 Penalty: 4858.684570
	Iteration 77Q: 3 clusters Score -1938308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1938307.750000 Penalty: 4858.684570
	Iteration 78Q: 3 clusters Score -1938308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1938309.375000 Penalty: 4858.684570
	Iteration 79Q: 3 clusters Score -1938309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1938309.250000 Penalty: 4858.684570
	Iteration 80F: 3 clusters Score -1938309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1938308.875000 Penalty: 4858.684570
	Iteration 81Q: 3 clusters Score -1938309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1938308.875000 Penalty: 4858.684570
	Iteration 82Q: 3 clusters Score -1938309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1938311.875000 Penalty: 4858.684570
	Iteration 83Q: 3 clusters Score -1938312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1938310.875000 Penalty: 4858.684570
	Iteration 84Q: 3 clusters Score -1938311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1938316.250000 Penalty: 4858.684570
	Iteration 85Q: 3 clusters Score -1938316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1938315.625000 Penalty: 4858.684570
	Iteration 86Q: 3 clusters Score -1938316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1938318.375000 Penalty: 4858.684570
	Iteration 87Q: 3 clusters Score -1938318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1938320.250000 Penalty: 4858.684570
	Iteration 88Q: 3 clusters Score -1938320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1938319.375000 Penalty: 4858.684570
	Iteration 89Q: 3 clusters Score -1938319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1938320.875000 Penalty: 4858.684570
	Iteration 90Q: 3 clusters Score -1938321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1938322.625000 Penalty: 4858.684570
	Iteration 91Q: 3 clusters Score -1938323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1938322.500000 Penalty: 4858.684570
	Iteration 92Q: 3 clusters Score -1938322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1938325.000000 Penalty: 4858.684570
	Iteration 93Q: 3 clusters Score -1938325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1938324.625000 Penalty: 4858.684570
	Iteration 94Q: 3 clusters Score -1938325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1938324.625000 Penalty: 4858.684570
	Iteration 95F: 3 clusters Score -1938325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 23918 members 
Mstep: Class 3 contains 17682 members 
Mstep: Class 4 contains 12814 members 
Mstep: Class 5 contains 9014 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 16281 members 
Mstep: Class 8 contains 38469 members 
Mstep: Class 9 contains 9765 members 
Mstep: Class 10 contains 11979 members 
Mstep: Class 11 contains 29760 members 
Mstep: Class 12 contains 3310 members 
Mstep: Class 13 contains 23791 members 
Mstep: Class 14 contains 18778 members 
Mstep: Class 15 contains 19274 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 5530 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 7452 members 
Mstep: Class 21 contains 12994 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91054 members 
Mstep: Class 24 contains 58898 members 
Mstep: Class 25 contains 11187 members 
Mstep: Class 26 contains 26567 members 
Mstep: Class 27 contains 9688 members 
Mstep: Class 28 contains 32733 members 
Mstep: Class 29 contains 6959 members 
Mstep: Class 30 contains 9661 members 
Mstep: Class 31 contains 680 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17468 members 
Mstep: Class 34 contains 9944 members 
Mstep: Class 35 contains 4209 members 
Mstep: Class 36 contains 9154 members 
Mstep: Class 37 contains 8066 members 
Mstep: Class 38 contains 45205 members 
Mstep: Class 39 contains 4402 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 506 members 
Mstep: Class 42 contains 832 members 
Mstep: Class 43 contains 10869 members 
Mstep: Class 44 contains 4963 members 
Entering Unmasked Estep 
Score: -64723248.000000 Penalty: 146024.062500
Splitting cluster 21 changes total score from -64720612.000000 to -64723248.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 22 (954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Entering Unmasked Estep 
Score: -95887.437500 Penalty: 1701.444702
	Iteration 0F: 2 clusters Score -95887.44 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 467 members 
Entering Unmasked Estep 
Score: -94035.335938 Penalty: 3402.889404
	Iteration 0F: 3 clusters Score -94035.34 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -94368.695312 Penalty: 3402.889404
	Iteration 1F: 3 clusters Score -94368.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -94462.109375 Penalty: 3402.889404
	Iteration 2F: 3 clusters Score -94462.11 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -94507.453125 Penalty: 3402.889404
	Iteration 3Q: 3 clusters Score -94507.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -94534.609375 Penalty: 3402.889404
	Iteration 4Q: 3 clusters Score -94534.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -94550.101562 Penalty: 3402.889404
	Iteration 5Q: 3 clusters Score -94550.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -94557.125000 Penalty: 3402.889404
	Iteration 6Q: 3 clusters Score -94557.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -94564.757812 Penalty: 3402.889404
	Iteration 7Q: 3 clusters Score -94564.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -94567.531250 Penalty: 3402.889404
	Iteration 8Q: 3 clusters Score -94567.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -94570.546875 Penalty: 3402.889404
	Iteration 9Q: 3 clusters Score -94570.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -94575.007812 Penalty: 3402.889404
	Iteration 10Q: 3 clusters Score -94575.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -94578.281250 Penalty: 3402.889404
	Iteration 11Q: 3 clusters Score -94578.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -94585.421875 Penalty: 3402.889404
	Iteration 12Q: 3 clusters Score -94585.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -94596.117188 Penalty: 3402.889404
	Iteration 13Q: 3 clusters Score -94596.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -94605.507812 Penalty: 3402.889404
	Iteration 14Q: 3 clusters Score -94605.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -94615.960938 Penalty: 3402.889404
	Iteration 15Q: 3 clusters Score -94615.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -94623.976562 Penalty: 3402.889404
	Iteration 16Q: 3 clusters Score -94623.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -94626.390625 Penalty: 3402.889404
	Iteration 17Q: 3 clusters Score -94626.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -94629.078125 Penalty: 3402.889404
	Iteration 18Q: 3 clusters Score -94629.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -94630.695312 Penalty: 3402.889404
	Iteration 19Q: 3 clusters Score -94630.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -94634.335938 Penalty: 3402.889404
	Iteration 20F: 3 clusters Score -94634.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -94635.789062 Penalty: 3402.889404
	Iteration 21Q: 3 clusters Score -94635.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -94635.789062 Penalty: 3402.889404
	Iteration 22F: 3 clusters Score -94635.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (91054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91054 members 
Entering Unmasked Estep 
Score: -9924972.000000 Penalty: 2831.963379
	Iteration 0F: 2 clusters Score -9924972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45330 members 
Mstep: Class 2 contains 45724 members 
Entering Unmasked Estep 
Score: -9864225.000000 Penalty: 5663.926758
	Iteration 0F: 3 clusters Score -9864225 nChanged 42907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 48457 members 
Entering Unmasked Estep 
Score: -9888739.000000 Penalty: 5663.926758
	Iteration 1F: 3 clusters Score -9888739 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 50190 members 
Entering Unmasked Estep 
Score: -9889748.000000 Penalty: 5663.926758
	Iteration 2Q: 3 clusters Score -9889748 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 52767 members 
Entering Unmasked Estep 
Score: -9891027.000000 Penalty: 5663.926758
	Iteration 3Q: 3 clusters Score -9891027 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 56547 members 
Entering Unmasked Estep 
Score: -9892983.000000 Penalty: 5663.926758
	Iteration 4Q: 3 clusters Score -9892983 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 61714 members 
Entering Unmasked Estep 
Score: -9896250.000000 Penalty: 5663.926758
	Iteration 5F: 3 clusters Score -9896250 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 68427 members 
Entering Unmasked Estep 
Score: -9901375.000000 Penalty: 5663.926758
	Iteration 6F: 3 clusters Score -9901375 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 76191 members 
Entering Unmasked Estep 
Score: -9908573.000000 Penalty: 5663.926758
	Iteration 7F: 3 clusters Score -9908573 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 83187 members 
Entering Unmasked Estep 
Score: -9915489.000000 Penalty: 5663.926758
	Iteration 8F: 3 clusters Score -9915489 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 87520 members 
Entering Unmasked Estep 
Score: -9919684.000000 Penalty: 5663.926758
	Iteration 9Q: 3 clusters Score -9919684 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 89463 members 
Entering Unmasked Estep 
Score: -9921429.000000 Penalty: 5663.926758
	Iteration 10Q: 3 clusters Score -9921429 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 90193 members 
Entering Unmasked Estep 
Score: -9922058.000000 Penalty: 5663.926758
	Iteration 11Q: 3 clusters Score -9922058 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 90445 members 
Entering Unmasked Estep 
Score: -9922268.000000 Penalty: 5663.926758
	Iteration 12Q: 3 clusters Score -9922268 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 90559 members 
Entering Unmasked Estep 
Score: -9922423.000000 Penalty: 5663.926758
	Iteration 13Q: 3 clusters Score -9922423 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 90605 members 
Entering Unmasked Estep 
Score: -9922481.000000 Penalty: 5663.926758
	Iteration 14Q: 3 clusters Score -9922481 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 90621 members 
Entering Unmasked Estep 
Score: -9922519.000000 Penalty: 5663.926758
	Iteration 15Q: 3 clusters Score -9922519 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 90633 members 
Entering Unmasked Estep 
Score: -9922516.000000 Penalty: 5663.926758
	Iteration 16Q: 3 clusters Score -9922516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 90645 members 
Entering Unmasked Estep 
Score: -9922556.000000 Penalty: 5663.926758
	Iteration 17Q: 3 clusters Score -9922556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 90657 members 
Entering Unmasked Estep 
Score: -9922578.000000 Penalty: 5663.926758
	Iteration 18Q: 3 clusters Score -9922578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 90669 members 
Entering Unmasked Estep 
Score: -9922595.000000 Penalty: 5663.926758
	Iteration 19Q: 3 clusters Score -9922595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 90671 members 
Entering Unmasked Estep 
Score: -9922600.000000 Penalty: 5663.926758
	Iteration 20F: 3 clusters Score -9922600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 90673 members 
Entering Unmasked Estep 
Score: -9922605.000000 Penalty: 5663.926758
	Iteration 21Q: 3 clusters Score -9922605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 90675 members 
Entering Unmasked Estep 
Score: -9922603.000000 Penalty: 5663.926758
	Iteration 22Q: 3 clusters Score -9922603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 90676 members 
Entering Unmasked Estep 
Score: -9922608.000000 Penalty: 5663.926758
	Iteration 23Q: 3 clusters Score -9922608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 90676 members 
Entering Unmasked Estep 
Score: -9922607.000000 Penalty: 5663.926758
	Iteration 24Q: 3 clusters Score -9922607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 90677 members 
Entering Unmasked Estep 
Score: -9922610.000000 Penalty: 5663.926758
	Iteration 25Q: 3 clusters Score -9922610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 90678 members 
Entering Unmasked Estep 
Score: -9922612.000000 Penalty: 5663.926758
	Iteration 26Q: 3 clusters Score -9922612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 90678 members 
Entering Unmasked Estep 
Score: -9922612.000000 Penalty: 5663.926758
	Iteration 27F: 3 clusters Score -9922612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (58898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58898 members 
Entering Unmasked Estep 
Score: -6362949.000000 Penalty: 2723.923584
	Iteration 0F: 2 clusters Score -6362949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -6323433.500000 Penalty: 5447.847168
	Iteration 0F: 3 clusters Score -6323434 nChanged 27513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -6339398.000000 Penalty: 5447.847168
	Iteration 1F: 3 clusters Score -6339398 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -6340736.000000 Penalty: 5447.847168
	Iteration 2F: 3 clusters Score -6340736 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -6342457.500000 Penalty: 5447.847168
	Iteration 3F: 3 clusters Score -6342458 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -6344414.000000 Penalty: 5447.847168
	Iteration 4F: 3 clusters Score -6344414 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -6346413.000000 Penalty: 5447.847168
	Iteration 5F: 3 clusters Score -6346413 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -6348343.000000 Penalty: 5447.847168
	Iteration 6F: 3 clusters Score -6348343 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -6350108.500000 Penalty: 5447.847168
	Iteration 7F: 3 clusters Score -6350108 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -6351612.500000 Penalty: 5447.847168
	Iteration 8Q: 3 clusters Score -6351612 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -6352822.500000 Penalty: 5447.847168
	Iteration 9Q: 3 clusters Score -6352822 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -6353846.500000 Penalty: 5447.847168
	Iteration 10Q: 3 clusters Score -6353846 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -6354785.000000 Penalty: 5447.847168
	Iteration 11Q: 3 clusters Score -6354785 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -6355841.000000 Penalty: 5447.847168
	Iteration 12Q: 3 clusters Score -6355841 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -6357124.500000 Penalty: 5447.847168
	Iteration 13Q: 3 clusters Score -6357124 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -6358405.000000 Penalty: 5447.847168
	Iteration 14Q: 3 clusters Score -6358405 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -6359470.000000 Penalty: 5447.847168
	Iteration 15Q: 3 clusters Score -6359470 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -6360218.000000 Penalty: 5447.847168
	Iteration 16Q: 3 clusters Score -6360218 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -6360760.000000 Penalty: 5447.847168
	Iteration 17Q: 3 clusters Score -6360760 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -6361176.000000 Penalty: 5447.847168
	Iteration 18Q: 3 clusters Score -6361176 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -6361465.000000 Penalty: 5447.847168
	Iteration 19Q: 3 clusters Score -6361465 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -6361747.500000 Penalty: 5447.847168
	Iteration 20F: 3 clusters Score -6361748 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42912 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -6361964.500000 Penalty: 5447.847168
	Iteration 21Q: 3 clusters Score -6361964 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43367 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -6362115.500000 Penalty: 5447.847168
	Iteration 22Q: 3 clusters Score -6362116 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -6362231.500000 Penalty: 5447.847168
	Iteration 23Q: 3 clusters Score -6362232 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -6362308.000000 Penalty: 5447.847168
	Iteration 24Q: 3 clusters Score -6362308 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -6362390.000000 Penalty: 5447.847168
	Iteration 25Q: 3 clusters Score -6362390 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -6362451.500000 Penalty: 5447.847168
	Iteration 26Q: 3 clusters Score -6362452 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -6362485.000000 Penalty: 5447.847168
	Iteration 27Q: 3 clusters Score -6362485 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -6362537.500000 Penalty: 5447.847168
	Iteration 28Q: 3 clusters Score -6362538 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -6362540.500000 Penalty: 5447.847168
	Iteration 29Q: 3 clusters Score -6362540 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -6362564.000000 Penalty: 5447.847168
	Iteration 30Q: 3 clusters Score -6362564 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45703 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -6362578.000000 Penalty: 5447.847168
	Iteration 31Q: 3 clusters Score -6362578 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45852 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -6362589.000000 Penalty: 5447.847168
	Iteration 32Q: 3 clusters Score -6362589 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -6362606.000000 Penalty: 5447.847168
	Iteration 33Q: 3 clusters Score -6362606 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -6362629.500000 Penalty: 5447.847168
	Iteration 34Q: 3 clusters Score -6362630 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -6362629.000000 Penalty: 5447.847168
	Iteration 35Q: 3 clusters Score -6362629 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -6362648.500000 Penalty: 5447.847168
	Iteration 36Q: 3 clusters Score -6362648 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -6362660.500000 Penalty: 5447.847168
	Iteration 37Q: 3 clusters Score -6362660 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -6362668.000000 Penalty: 5447.847168
	Iteration 38Q: 3 clusters Score -6362668 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -6362679.000000 Penalty: 5447.847168
	Iteration 39Q: 3 clusters Score -6362679 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -6362663.000000 Penalty: 5447.847168
	Iteration 40F: 3 clusters Score -6362663 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -6362655.000000 Penalty: 5447.847168
	Iteration 41Q: 3 clusters Score -6362655 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46797 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -6362653.500000 Penalty: 5447.847168
	Iteration 42Q: 3 clusters Score -6362654 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -6362661.000000 Penalty: 5447.847168
	Iteration 43Q: 3 clusters Score -6362661 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -6362662.500000 Penalty: 5447.847168
	Iteration 44Q: 3 clusters Score -6362662 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -6362660.000000 Penalty: 5447.847168
	Iteration 45Q: 3 clusters Score -6362660 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47024 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -6362667.000000 Penalty: 5447.847168
	Iteration 46Q: 3 clusters Score -6362667 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47066 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -6362669.000000 Penalty: 5447.847168
	Iteration 47Q: 3 clusters Score -6362669 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47104 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -6362677.000000 Penalty: 5447.847168
	Iteration 48Q: 3 clusters Score -6362677 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47145 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -6362680.000000 Penalty: 5447.847168
	Iteration 49Q: 3 clusters Score -6362680 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47192 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -6362673.500000 Penalty: 5447.847168
	Iteration 50Q: 3 clusters Score -6362674 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47242 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -6362685.000000 Penalty: 5447.847168
	Iteration 51Q: 3 clusters Score -6362685 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -6362680.500000 Penalty: 5447.847168
	Iteration 52Q: 3 clusters Score -6362680 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -6362700.500000 Penalty: 5447.847168
	Iteration 53Q: 3 clusters Score -6362700 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47379 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -6362698.000000 Penalty: 5447.847168
	Iteration 54Q: 3 clusters Score -6362698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -6362710.000000 Penalty: 5447.847168
	Iteration 55Q: 3 clusters Score -6362710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -6362725.000000 Penalty: 5447.847168
	Iteration 56Q: 3 clusters Score -6362725 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -6362722.500000 Penalty: 5447.847168
	Iteration 57Q: 3 clusters Score -6362722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47480 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -6362718.500000 Penalty: 5447.847168
	Iteration 58Q: 3 clusters Score -6362718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -6362736.000000 Penalty: 5447.847168
	Iteration 59Q: 3 clusters Score -6362736 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -6362729.000000 Penalty: 5447.847168
	Iteration 60F: 3 clusters Score -6362729 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47599 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -6362722.500000 Penalty: 5447.847168
	Iteration 61Q: 3 clusters Score -6362722 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -6362719.500000 Penalty: 5447.847168
	Iteration 62Q: 3 clusters Score -6362720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -6362732.000000 Penalty: 5447.847168
	Iteration 63Q: 3 clusters Score -6362732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -6362710.500000 Penalty: 5447.847168
	Iteration 64Q: 3 clusters Score -6362710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -6362712.000000 Penalty: 5447.847168
	Iteration 65Q: 3 clusters Score -6362712 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -6362717.000000 Penalty: 5447.847168
	Iteration 66Q: 3 clusters Score -6362717 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47799 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -6362709.000000 Penalty: 5447.847168
	Iteration 67Q: 3 clusters Score -6362709 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -6362718.000000 Penalty: 5447.847168
	Iteration 68Q: 3 clusters Score -6362718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -6362718.000000 Penalty: 5447.847168
	Iteration 69Q: 3 clusters Score -6362718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -6362730.500000 Penalty: 5447.847168
	Iteration 70Q: 3 clusters Score -6362730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -6362735.000000 Penalty: 5447.847168
	Iteration 71Q: 3 clusters Score -6362735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -6362736.500000 Penalty: 5447.847168
	Iteration 72Q: 3 clusters Score -6362736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -6362734.000000 Penalty: 5447.847168
	Iteration 73Q: 3 clusters Score -6362734 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -6362737.000000 Penalty: 5447.847168
	Iteration 74Q: 3 clusters Score -6362737 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -6362744.000000 Penalty: 5447.847168
	Iteration 75Q: 3 clusters Score -6362744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48013 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -6362739.000000 Penalty: 5447.847168
	Iteration 76Q: 3 clusters Score -6362739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -6362738.000000 Penalty: 5447.847168
	Iteration 77Q: 3 clusters Score -6362738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -6362743.500000 Penalty: 5447.847168
	Iteration 78Q: 3 clusters Score -6362744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -6362742.000000 Penalty: 5447.847168
	Iteration 79Q: 3 clusters Score -6362742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -6362736.500000 Penalty: 5447.847168
	Iteration 80F: 3 clusters Score -6362736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48058 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -6362739.000000 Penalty: 5447.847168
	Iteration 81Q: 3 clusters Score -6362739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -6362745.000000 Penalty: 5447.847168
	Iteration 82Q: 3 clusters Score -6362745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48068 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -6362741.000000 Penalty: 5447.847168
	Iteration 83Q: 3 clusters Score -6362741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -6362737.000000 Penalty: 5447.847168
	Iteration 84Q: 3 clusters Score -6362737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48076 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -6362736.500000 Penalty: 5447.847168
	Iteration 85Q: 3 clusters Score -6362736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48079 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -6362736.500000 Penalty: 5447.847168
	Iteration 86Q: 3 clusters Score -6362736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48082 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -6362735.000000 Penalty: 5447.847168
	Iteration 87Q: 3 clusters Score -6362735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48082 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -6362735.000000 Penalty: 5447.847168
	Iteration 88F: 3 clusters Score -6362735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Entering Unmasked Estep 
Score: -1128690.000000 Penalty: 2311.981934
	Iteration 0F: 2 clusters Score -1128690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1120256.125000 Penalty: 4623.963867
	Iteration 0F: 3 clusters Score -1120256 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1122869.875000 Penalty: 4623.963867
	Iteration 1F: 3 clusters Score -1122870 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1123291.875000 Penalty: 4623.963867
	Iteration 2F: 3 clusters Score -1123292 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1123685.625000 Penalty: 4623.963867
	Iteration 3F: 3 clusters Score -1123686 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1124061.125000 Penalty: 4623.963867
	Iteration 4F: 3 clusters Score -1124061 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1124404.750000 Penalty: 4623.963867
	Iteration 5F: 3 clusters Score -1124405 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1124727.750000 Penalty: 4623.963867
	Iteration 6Q: 3 clusters Score -1124728 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1125050.875000 Penalty: 4623.963867
	Iteration 7Q: 3 clusters Score -1125051 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1125436.375000 Penalty: 4623.963867
	Iteration 8Q: 3 clusters Score -1125436 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1125793.375000 Penalty: 4623.963867
	Iteration 9Q: 3 clusters Score -1125793 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1126062.250000 Penalty: 4623.963867
	Iteration 10Q: 3 clusters Score -1126062 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1126229.375000 Penalty: 4623.963867
	Iteration 11Q: 3 clusters Score -1126229 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1126364.250000 Penalty: 4623.963867
	Iteration 12Q: 3 clusters Score -1126364 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1126465.125000 Penalty: 4623.963867
	Iteration 13Q: 3 clusters Score -1126465 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1126523.875000 Penalty: 4623.963867
	Iteration 14Q: 3 clusters Score -1126524 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1126565.250000 Penalty: 4623.963867
	Iteration 15Q: 3 clusters Score -1126565 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1126599.750000 Penalty: 4623.963867
	Iteration 16Q: 3 clusters Score -1126600 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1126634.000000 Penalty: 4623.963867
	Iteration 17Q: 3 clusters Score -1126634 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1126668.000000 Penalty: 4623.963867
	Iteration 18Q: 3 clusters Score -1126668 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1126695.875000 Penalty: 4623.963867
	Iteration 19Q: 3 clusters Score -1126696 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1126719.125000 Penalty: 4623.963867
	Iteration 20F: 3 clusters Score -1126719 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1126738.750000 Penalty: 4623.963867
	Iteration 21Q: 3 clusters Score -1126739 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1126752.500000 Penalty: 4623.963867
	Iteration 22Q: 3 clusters Score -1126752 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1126765.500000 Penalty: 4623.963867
	Iteration 23Q: 3 clusters Score -1126766 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1126777.875000 Penalty: 4623.963867
	Iteration 24Q: 3 clusters Score -1126778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1126784.750000 Penalty: 4623.963867
	Iteration 25Q: 3 clusters Score -1126785 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1126799.375000 Penalty: 4623.963867
	Iteration 26Q: 3 clusters Score -1126799 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1126811.375000 Penalty: 4623.963867
	Iteration 27Q: 3 clusters Score -1126811 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1126819.250000 Penalty: 4623.963867
	Iteration 28Q: 3 clusters Score -1126819 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1126826.625000 Penalty: 4623.963867
	Iteration 29Q: 3 clusters Score -1126827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1126832.875000 Penalty: 4623.963867
	Iteration 30Q: 3 clusters Score -1126833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1126835.625000 Penalty: 4623.963867
	Iteration 31Q: 3 clusters Score -1126836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1126839.500000 Penalty: 4623.963867
	Iteration 32Q: 3 clusters Score -1126840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1126841.375000 Penalty: 4623.963867
	Iteration 33Q: 3 clusters Score -1126841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1126841.875000 Penalty: 4623.963867
	Iteration 34Q: 3 clusters Score -1126842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1126843.250000 Penalty: 4623.963867
	Iteration 35Q: 3 clusters Score -1126843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1126849.375000 Penalty: 4623.963867
	Iteration 36Q: 3 clusters Score -1126849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1126850.375000 Penalty: 4623.963867
	Iteration 37Q: 3 clusters Score -1126850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1126849.625000 Penalty: 4623.963867
	Iteration 38Q: 3 clusters Score -1126850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1126850.000000 Penalty: 4623.963867
	Iteration 39Q: 3 clusters Score -1126850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1126850.625000 Penalty: 4623.963867
	Iteration 40F: 3 clusters Score -1126851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1126851.750000 Penalty: 4623.963867
	Iteration 41Q: 3 clusters Score -1126852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1126851.375000 Penalty: 4623.963867
	Iteration 42Q: 3 clusters Score -1126851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1126852.375000 Penalty: 4623.963867
	Iteration 43Q: 3 clusters Score -1126852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1126852.375000 Penalty: 4623.963867
	Iteration 44F: 3 clusters Score -1126852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (26567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Entering Unmasked Estep 
Score: -2286876.000000 Penalty: 2526.481201
	Iteration 0F: 2 clusters Score -2286876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2268650.750000 Penalty: 5052.962402
	Iteration 0F: 3 clusters Score -2268651 nChanged 11754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2275405.000000 Penalty: 5052.962402
	Iteration 1F: 3 clusters Score -2275405 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2276440.250000 Penalty: 5052.962402
	Iteration 2F: 3 clusters Score -2276440 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -2277610.750000 Penalty: 5052.962402
	Iteration 3F: 3 clusters Score -2277611 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2278907.250000 Penalty: 5052.962402
	Iteration 4F: 3 clusters Score -2278907 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2280147.000000 Penalty: 5052.962402
	Iteration 5F: 3 clusters Score -2280147 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2281287.000000 Penalty: 5052.962402
	Iteration 6F: 3 clusters Score -2281287 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2282146.000000 Penalty: 5052.962402
	Iteration 7F: 3 clusters Score -2282146 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -2282767.000000 Penalty: 5052.962402
	Iteration 8Q: 3 clusters Score -2282767 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -2283219.250000 Penalty: 5052.962402
	Iteration 9Q: 3 clusters Score -2283219 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -2283551.500000 Penalty: 5052.962402
	Iteration 10Q: 3 clusters Score -2283552 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2283784.500000 Penalty: 5052.962402
	Iteration 11Q: 3 clusters Score -2283784 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2283999.500000 Penalty: 5052.962402
	Iteration 12Q: 3 clusters Score -2284000 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -2284208.250000 Penalty: 5052.962402
	Iteration 13Q: 3 clusters Score -2284208 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -2284380.000000 Penalty: 5052.962402
	Iteration 14Q: 3 clusters Score -2284380 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -2284541.750000 Penalty: 5052.962402
	Iteration 15Q: 3 clusters Score -2284542 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -2284682.500000 Penalty: 5052.962402
	Iteration 16Q: 3 clusters Score -2284682 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -2284813.250000 Penalty: 5052.962402
	Iteration 17Q: 3 clusters Score -2284813 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -2284937.250000 Penalty: 5052.962402
	Iteration 18Q: 3 clusters Score -2284937 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -2285069.750000 Penalty: 5052.962402
	Iteration 19Q: 3 clusters Score -2285070 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -2285180.250000 Penalty: 5052.962402
	Iteration 20F: 3 clusters Score -2285180 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -2285302.750000 Penalty: 5052.962402
	Iteration 21Q: 3 clusters Score -2285303 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -2285418.750000 Penalty: 5052.962402
	Iteration 22Q: 3 clusters Score -2285419 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -2285539.250000 Penalty: 5052.962402
	Iteration 23Q: 3 clusters Score -2285539 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -2285648.000000 Penalty: 5052.962402
	Iteration 24Q: 3 clusters Score -2285648 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -2285761.500000 Penalty: 5052.962402
	Iteration 25Q: 3 clusters Score -2285762 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -2285870.250000 Penalty: 5052.962402
	Iteration 26Q: 3 clusters Score -2285870 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -2285943.750000 Penalty: 5052.962402
	Iteration 27Q: 3 clusters Score -2285944 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -2286010.250000 Penalty: 5052.962402
	Iteration 28Q: 3 clusters Score -2286010 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -2286055.750000 Penalty: 5052.962402
	Iteration 29Q: 3 clusters Score -2286056 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -2286097.250000 Penalty: 5052.962402
	Iteration 30Q: 3 clusters Score -2286097 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -2286127.750000 Penalty: 5052.962402
	Iteration 31Q: 3 clusters Score -2286128 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -2286173.250000 Penalty: 5052.962402
	Iteration 32Q: 3 clusters Score -2286173 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -2286187.250000 Penalty: 5052.962402
	Iteration 33Q: 3 clusters Score -2286187 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -2286212.000000 Penalty: 5052.962402
	Iteration 34Q: 3 clusters Score -2286212 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -2286234.500000 Penalty: 5052.962402
	Iteration 35Q: 3 clusters Score -2286234 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -2286256.000000 Penalty: 5052.962402
	Iteration 36Q: 3 clusters Score -2286256 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -2286287.750000 Penalty: 5052.962402
	Iteration 37Q: 3 clusters Score -2286288 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -2286314.000000 Penalty: 5052.962402
	Iteration 38Q: 3 clusters Score -2286314 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -2286335.000000 Penalty: 5052.962402
	Iteration 39Q: 3 clusters Score -2286335 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -2286354.250000 Penalty: 5052.962402
	Iteration 40F: 3 clusters Score -2286354 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -2286364.250000 Penalty: 5052.962402
	Iteration 41Q: 3 clusters Score -2286364 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -2286375.750000 Penalty: 5052.962402
	Iteration 42Q: 3 clusters Score -2286376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -2286391.250000 Penalty: 5052.962402
	Iteration 43Q: 3 clusters Score -2286391 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -2286400.500000 Penalty: 5052.962402
	Iteration 44Q: 3 clusters Score -2286400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -2286408.000000 Penalty: 5052.962402
	Iteration 45Q: 3 clusters Score -2286408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -2286416.750000 Penalty: 5052.962402
	Iteration 46Q: 3 clusters Score -2286417 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -2286434.000000 Penalty: 5052.962402
	Iteration 47Q: 3 clusters Score -2286434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -2286441.750000 Penalty: 5052.962402
	Iteration 48Q: 3 clusters Score -2286442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -2286455.500000 Penalty: 5052.962402
	Iteration 49Q: 3 clusters Score -2286456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -2286466.250000 Penalty: 5052.962402
	Iteration 50Q: 3 clusters Score -2286466 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -2286480.250000 Penalty: 5052.962402
	Iteration 51Q: 3 clusters Score -2286480 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -2286496.000000 Penalty: 5052.962402
	Iteration 52Q: 3 clusters Score -2286496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -2286505.500000 Penalty: 5052.962402
	Iteration 53Q: 3 clusters Score -2286506 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -2286521.000000 Penalty: 5052.962402
	Iteration 54Q: 3 clusters Score -2286521 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -2286532.000000 Penalty: 5052.962402
	Iteration 55Q: 3 clusters Score -2286532 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -2286549.000000 Penalty: 5052.962402
	Iteration 56Q: 3 clusters Score -2286549 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -2286558.000000 Penalty: 5052.962402
	Iteration 57Q: 3 clusters Score -2286558 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -2286578.500000 Penalty: 5052.962402
	Iteration 58Q: 3 clusters Score -2286578 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -2286601.250000 Penalty: 5052.962402
	Iteration 59Q: 3 clusters Score -2286601 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -2286614.750000 Penalty: 5052.962402
	Iteration 60F: 3 clusters Score -2286615 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -2286630.250000 Penalty: 5052.962402
	Iteration 61Q: 3 clusters Score -2286630 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -2286654.750000 Penalty: 5052.962402
	Iteration 62Q: 3 clusters Score -2286655 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -2286687.250000 Penalty: 5052.962402
	Iteration 63Q: 3 clusters Score -2286687 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -2286708.750000 Penalty: 5052.962402
	Iteration 64Q: 3 clusters Score -2286709 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -2286740.000000 Penalty: 5052.962402
	Iteration 65Q: 3 clusters Score -2286740 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -2286768.500000 Penalty: 5052.962402
	Iteration 66Q: 3 clusters Score -2286768 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -2286807.000000 Penalty: 5052.962402
	Iteration 67Q: 3 clusters Score -2286807 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -2286851.250000 Penalty: 5052.962402
	Iteration 68Q: 3 clusters Score -2286851 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -2286886.250000 Penalty: 5052.962402
	Iteration 69Q: 3 clusters Score -2286886 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -2286914.250000 Penalty: 5052.962402
	Iteration 70Q: 3 clusters Score -2286914 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -2286949.250000 Penalty: 5052.962402
	Iteration 71Q: 3 clusters Score -2286949 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -2286978.750000 Penalty: 5052.962402
	Iteration 72Q: 3 clusters Score -2286979 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -2287010.750000 Penalty: 5052.962402
	Iteration 73Q: 3 clusters Score -2287011 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -2287043.500000 Penalty: 5052.962402
	Iteration 74Q: 3 clusters Score -2287044 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -2287065.500000 Penalty: 5052.962402
	Iteration 75Q: 3 clusters Score -2287066 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -2287082.000000 Penalty: 5052.962402
	Iteration 76Q: 3 clusters Score -2287082 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -2287088.000000 Penalty: 5052.962402
	Iteration 77Q: 3 clusters Score -2287088 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -2287098.750000 Penalty: 5052.962402
	Iteration 78Q: 3 clusters Score -2287099 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -2287113.750000 Penalty: 5052.962402
	Iteration 79Q: 3 clusters Score -2287114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -2287161.500000 Penalty: 5052.962402
	Iteration 80F: 3 clusters Score -2287162 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -2287189.000000 Penalty: 5052.962402
	Iteration 81Q: 3 clusters Score -2287189 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -2287216.500000 Penalty: 5052.962402
	Iteration 82Q: 3 clusters Score -2287216 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -2287227.000000 Penalty: 5052.962402
	Iteration 83Q: 3 clusters Score -2287227 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -2287235.500000 Penalty: 5052.962402
	Iteration 84Q: 3 clusters Score -2287236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -2287243.750000 Penalty: 5052.962402
	Iteration 85Q: 3 clusters Score -2287244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -2287246.500000 Penalty: 5052.962402
	Iteration 86Q: 3 clusters Score -2287246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -2287254.000000 Penalty: 5052.962402
	Iteration 87Q: 3 clusters Score -2287254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -2287255.750000 Penalty: 5052.962402
	Iteration 88Q: 3 clusters Score -2287256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -2287257.000000 Penalty: 5052.962402
	Iteration 89Q: 3 clusters Score -2287257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -2287257.250000 Penalty: 5052.962402
	Iteration 90Q: 3 clusters Score -2287257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -2287259.000000 Penalty: 5052.962402
	Iteration 91Q: 3 clusters Score -2287259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -2287260.750000 Penalty: 5052.962402
	Iteration 92Q: 3 clusters Score -2287261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -2287258.500000 Penalty: 5052.962402
	Iteration 93Q: 3 clusters Score -2287258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -2287266.500000 Penalty: 5052.962402
	Iteration 94Q: 3 clusters Score -2287266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -2287265.250000 Penalty: 5052.962402
	Iteration 95Q: 3 clusters Score -2287265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -2287273.500000 Penalty: 5052.962402
	Iteration 96Q: 3 clusters Score -2287274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -2287272.500000 Penalty: 5052.962402
	Iteration 97Q: 3 clusters Score -2287272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -2287277.750000 Penalty: 5052.962402
	Iteration 98Q: 3 clusters Score -2287278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -2287279.000000 Penalty: 5052.962402
	Iteration 99Q: 3 clusters Score -2287279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -2287278.750000 Penalty: 5052.962402
	Iteration 100F: 3 clusters Score -2287279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -2287278.750000 Penalty: 5052.962402
	Iteration 101Q: 3 clusters Score -2287279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -2287277.500000 Penalty: 5052.962402
	Iteration 102Q: 3 clusters Score -2287278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -2287280.750000 Penalty: 5052.962402
	Iteration 103Q: 3 clusters Score -2287281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -2287285.500000 Penalty: 5052.962402
	Iteration 104Q: 3 clusters Score -2287286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -2287287.000000 Penalty: 5052.962402
	Iteration 105Q: 3 clusters Score -2287287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -2287287.000000 Penalty: 5052.962402
	Iteration 106Q: 3 clusters Score -2287287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -2287288.250000 Penalty: 5052.962402
	Iteration 107Q: 3 clusters Score -2287288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -2287290.000000 Penalty: 5052.962402
	Iteration 108Q: 3 clusters Score -2287290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -2287292.500000 Penalty: 5052.962402
	Iteration 109Q: 3 clusters Score -2287292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -2287295.250000 Penalty: 5052.962402
	Iteration 110Q: 3 clusters Score -2287295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -2287300.000000 Penalty: 5052.962402
	Iteration 111Q: 3 clusters Score -2287300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -2287299.250000 Penalty: 5052.962402
	Iteration 112Q: 3 clusters Score -2287299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -2287300.250000 Penalty: 5052.962402
	Iteration 113Q: 3 clusters Score -2287300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -2287307.250000 Penalty: 5052.962402
	Iteration 114Q: 3 clusters Score -2287307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -2287309.250000 Penalty: 5052.962402
	Iteration 115Q: 3 clusters Score -2287309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -2287308.750000 Penalty: 5052.962402
	Iteration 116Q: 3 clusters Score -2287309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -2287312.500000 Penalty: 5052.962402
	Iteration 117Q: 3 clusters Score -2287312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -2287315.250000 Penalty: 5052.962402
	Iteration 118Q: 3 clusters Score -2287315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -2287317.750000 Penalty: 5052.962402
	Iteration 119Q: 3 clusters Score -2287318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -2287321.000000 Penalty: 5052.962402
	Iteration 120F: 3 clusters Score -2287321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -2287325.250000 Penalty: 5052.962402
	Iteration 121Q: 3 clusters Score -2287325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -2287327.750000 Penalty: 5052.962402
	Iteration 122Q: 3 clusters Score -2287328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -2287332.000000 Penalty: 5052.962402
	Iteration 123Q: 3 clusters Score -2287332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -2287336.750000 Penalty: 5052.962402
	Iteration 124Q: 3 clusters Score -2287337 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -2287343.500000 Penalty: 5052.962402
	Iteration 125Q: 3 clusters Score -2287344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -2287345.000000 Penalty: 5052.962402
	Iteration 126Q: 3 clusters Score -2287345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -2287346.500000 Penalty: 5052.962402
	Iteration 127Q: 3 clusters Score -2287346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -2287354.500000 Penalty: 5052.962402
	Iteration 128Q: 3 clusters Score -2287354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -2287355.250000 Penalty: 5052.962402
	Iteration 129Q: 3 clusters Score -2287355 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -2287360.500000 Penalty: 5052.962402
	Iteration 130Q: 3 clusters Score -2287360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -2287365.000000 Penalty: 5052.962402
	Iteration 131Q: 3 clusters Score -2287365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -2287363.500000 Penalty: 5052.962402
	Iteration 132Q: 3 clusters Score -2287364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -2287365.000000 Penalty: 5052.962402
	Iteration 133Q: 3 clusters Score -2287365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -2287365.000000 Penalty: 5052.962402
	Iteration 134Q: 3 clusters Score -2287365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -2287363.750000 Penalty: 5052.962402
	Iteration 135Q: 3 clusters Score -2287364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -2287365.750000 Penalty: 5052.962402
	Iteration 136Q: 3 clusters Score -2287366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -2287365.750000 Penalty: 5052.962402
	Iteration 137F: 3 clusters Score -2287366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 23918 members 
Mstep: Class 3 contains 17682 members 
Mstep: Class 4 contains 12814 members 
Mstep: Class 5 contains 9014 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 16281 members 
Mstep: Class 8 contains 38469 members 
Mstep: Class 9 contains 9765 members 
Mstep: Class 10 contains 11979 members 
Mstep: Class 11 contains 29760 members 
Mstep: Class 12 contains 3310 members 
Mstep: Class 13 contains 23791 members 
Mstep: Class 14 contains 18778 members 
Mstep: Class 15 contains 19274 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 5530 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 7452 members 
Mstep: Class 21 contains 12994 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91054 members 
Mstep: Class 24 contains 58898 members 
Mstep: Class 25 contains 11187 members 
Mstep: Class 26 contains 2302 members 
Mstep: Class 27 contains 9688 members 
Mstep: Class 28 contains 32733 members 
Mstep: Class 29 contains 6959 members 
Mstep: Class 30 contains 9661 members 
Mstep: Class 31 contains 680 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17468 members 
Mstep: Class 34 contains 9944 members 
Mstep: Class 35 contains 4209 members 
Mstep: Class 36 contains 9154 members 
Mstep: Class 37 contains 8066 members 
Mstep: Class 38 contains 45205 members 
Mstep: Class 39 contains 4402 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 506 members 
Mstep: Class 42 contains 832 members 
Mstep: Class 43 contains 10869 members 
Mstep: Class 44 contains 4963 members 
Mstep: Class 45 contains 24265 members 
Entering Unmasked Estep 
Score: -64722824.000000 Penalty: 149342.796875
Splitting cluster 26 changes total score from -64720612.000000 to -64722824.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 27 (9688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Entering Unmasked Estep 
Score: -1037482.750000 Penalty: 2276.303467
	Iteration 0F: 2 clusters Score -1037483 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 4895 members 
Entering Unmasked Estep 
Score: -1030111.750000 Penalty: 4552.606934
	Iteration 0F: 3 clusters Score -1030112 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1032300.812500 Penalty: 4552.606934
	Iteration 1F: 3 clusters Score -1032301 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1032737.500000 Penalty: 4552.606934
	Iteration 2F: 3 clusters Score -1032738 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1033186.937500 Penalty: 4552.606934
	Iteration 3F: 3 clusters Score -1033187 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1033656.687500 Penalty: 4552.606934
	Iteration 4F: 3 clusters Score -1033657 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1034050.000000 Penalty: 4552.606934
	Iteration 5F: 3 clusters Score -1034050 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1034385.625000 Penalty: 4552.606934
	Iteration 6F: 3 clusters Score -1034386 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1034678.062500 Penalty: 4552.606934
	Iteration 7Q: 3 clusters Score -1034678 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1034903.750000 Penalty: 4552.606934
	Iteration 8Q: 3 clusters Score -1034904 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1035090.375000 Penalty: 4552.606934
	Iteration 9Q: 3 clusters Score -1035090 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1035224.000000 Penalty: 4552.606934
	Iteration 10Q: 3 clusters Score -1035224 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1035329.250000 Penalty: 4552.606934
	Iteration 11Q: 3 clusters Score -1035329 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1035403.250000 Penalty: 4552.606934
	Iteration 12Q: 3 clusters Score -1035403 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1035461.125000 Penalty: 4552.606934
	Iteration 13Q: 3 clusters Score -1035461 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1035520.687500 Penalty: 4552.606934
	Iteration 14Q: 3 clusters Score -1035521 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1035575.375000 Penalty: 4552.606934
	Iteration 15Q: 3 clusters Score -1035575 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1035628.062500 Penalty: 4552.606934
	Iteration 16Q: 3 clusters Score -1035628 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1035697.437500 Penalty: 4552.606934
	Iteration 17Q: 3 clusters Score -1035697 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1035800.625000 Penalty: 4552.606934
	Iteration 18Q: 3 clusters Score -1035801 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1035916.562500 Penalty: 4552.606934
	Iteration 19Q: 3 clusters Score -1035917 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1036049.000000 Penalty: 4552.606934
	Iteration 20F: 3 clusters Score -1036049 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1036182.187500 Penalty: 4552.606934
	Iteration 21Q: 3 clusters Score -1036182 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1036348.750000 Penalty: 4552.606934
	Iteration 22Q: 3 clusters Score -1036349 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1036483.812500 Penalty: 4552.606934
	Iteration 23Q: 3 clusters Score -1036484 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1036562.375000 Penalty: 4552.606934
	Iteration 24Q: 3 clusters Score -1036562 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1036636.125000 Penalty: 4552.606934
	Iteration 25Q: 3 clusters Score -1036636 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1036708.125000 Penalty: 4552.606934
	Iteration 26Q: 3 clusters Score -1036708 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1036760.437500 Penalty: 4552.606934
	Iteration 27Q: 3 clusters Score -1036760 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1036803.062500 Penalty: 4552.606934
	Iteration 28Q: 3 clusters Score -1036803 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1036833.000000 Penalty: 4552.606934
	Iteration 29Q: 3 clusters Score -1036833 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1036845.500000 Penalty: 4552.606934
	Iteration 30Q: 3 clusters Score -1036846 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1036861.375000 Penalty: 4552.606934
	Iteration 31Q: 3 clusters Score -1036861 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1036874.062500 Penalty: 4552.606934
	Iteration 32Q: 3 clusters Score -1036874 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1036885.625000 Penalty: 4552.606934
	Iteration 33Q: 3 clusters Score -1036886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1036894.125000 Penalty: 4552.606934
	Iteration 34Q: 3 clusters Score -1036894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1036901.375000 Penalty: 4552.606934
	Iteration 35Q: 3 clusters Score -1036901 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1036905.687500 Penalty: 4552.606934
	Iteration 36Q: 3 clusters Score -1036906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1036911.750000 Penalty: 4552.606934
	Iteration 37Q: 3 clusters Score -1036912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1036912.437500 Penalty: 4552.606934
	Iteration 38Q: 3 clusters Score -1036912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1036916.375000 Penalty: 4552.606934
	Iteration 39Q: 3 clusters Score -1036916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1036917.187500 Penalty: 4552.606934
	Iteration 40F: 3 clusters Score -1036917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1036920.500000 Penalty: 4552.606934
	Iteration 41Q: 3 clusters Score -1036920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1036922.687500 Penalty: 4552.606934
	Iteration 42Q: 3 clusters Score -1036923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1036922.937500 Penalty: 4552.606934
	Iteration 43Q: 3 clusters Score -1036923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1036926.625000 Penalty: 4552.606934
	Iteration 44Q: 3 clusters Score -1036927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1036925.250000 Penalty: 4552.606934
	Iteration 45Q: 3 clusters Score -1036925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1036929.437500 Penalty: 4552.606934
	Iteration 46Q: 3 clusters Score -1036929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1036929.687500 Penalty: 4552.606934
	Iteration 47Q: 3 clusters Score -1036930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1036928.937500 Penalty: 4552.606934
	Iteration 48Q: 3 clusters Score -1036929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1036927.625000 Penalty: 4552.606934
	Iteration 49Q: 3 clusters Score -1036928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1036929.250000 Penalty: 4552.606934
	Iteration 50Q: 3 clusters Score -1036929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1036929.375000 Penalty: 4552.606934
	Iteration 51Q: 3 clusters Score -1036929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1036930.500000 Penalty: 4552.606934
	Iteration 52Q: 3 clusters Score -1036930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1036930.500000 Penalty: 4552.606934
	Iteration 53F: 3 clusters Score -1036930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (32733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Entering Unmasked Estep 
Score: -3565139.000000 Penalty: 2578.242432
	Iteration 0F: 2 clusters Score -3565139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -3542722.250000 Penalty: 5156.484863
	Iteration 0F: 3 clusters Score -3542722 nChanged 14756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -3550985.750000 Penalty: 5156.484863
	Iteration 1F: 3 clusters Score -3550986 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -3551534.750000 Penalty: 5156.484863
	Iteration 2Q: 3 clusters Score -3551535 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -3552055.750000 Penalty: 5156.484863
	Iteration 3Q: 3 clusters Score -3552056 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -3552561.250000 Penalty: 5156.484863
	Iteration 4Q: 3 clusters Score -3552561 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -3553100.000000 Penalty: 5156.484863
	Iteration 5Q: 3 clusters Score -3553100 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -3553681.750000 Penalty: 5156.484863
	Iteration 6Q: 3 clusters Score -3553682 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -3554382.000000 Penalty: 5156.484863
	Iteration 7Q: 3 clusters Score -3554382 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -3555264.500000 Penalty: 5156.484863
	Iteration 8Q: 3 clusters Score -3555264 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -3556228.000000 Penalty: 5156.484863
	Iteration 9Q: 3 clusters Score -3556228 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -3557412.250000 Penalty: 5156.484863
	Iteration 10Q: 3 clusters Score -3557412 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -3558638.500000 Penalty: 5156.484863
	Iteration 11Q: 3 clusters Score -3558638 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -3559586.000000 Penalty: 5156.484863
	Iteration 12Q: 3 clusters Score -3559586 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -3560258.000000 Penalty: 5156.484863
	Iteration 13Q: 3 clusters Score -3560258 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -3560728.500000 Penalty: 5156.484863
	Iteration 14Q: 3 clusters Score -3560728 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -3561060.500000 Penalty: 5156.484863
	Iteration 15Q: 3 clusters Score -3561060 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -3561326.750000 Penalty: 5156.484863
	Iteration 16Q: 3 clusters Score -3561327 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -3561566.500000 Penalty: 5156.484863
	Iteration 17Q: 3 clusters Score -3561566 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -3561753.750000 Penalty: 5156.484863
	Iteration 18Q: 3 clusters Score -3561754 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -3561894.500000 Penalty: 5156.484863
	Iteration 19Q: 3 clusters Score -3561894 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -3562042.750000 Penalty: 5156.484863
	Iteration 20F: 3 clusters Score -3562043 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -3562215.000000 Penalty: 5156.484863
	Iteration 21Q: 3 clusters Score -3562215 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -3562357.250000 Penalty: 5156.484863
	Iteration 22Q: 3 clusters Score -3562357 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -3562486.750000 Penalty: 5156.484863
	Iteration 23Q: 3 clusters Score -3562487 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -3562672.750000 Penalty: 5156.484863
	Iteration 24Q: 3 clusters Score -3562673 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -3562953.750000 Penalty: 5156.484863
	Iteration 25Q: 3 clusters Score -3562954 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -3563328.250000 Penalty: 5156.484863
	Iteration 26Q: 3 clusters Score -3563328 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -3563564.500000 Penalty: 5156.484863
	Iteration 27Q: 3 clusters Score -3563564 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -3563690.000000 Penalty: 5156.484863
	Iteration 28Q: 3 clusters Score -3563690 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -3563743.500000 Penalty: 5156.484863
	Iteration 29Q: 3 clusters Score -3563744 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -3563795.500000 Penalty: 5156.484863
	Iteration 30Q: 3 clusters Score -3563796 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -3563828.000000 Penalty: 5156.484863
	Iteration 31Q: 3 clusters Score -3563828 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -3563855.250000 Penalty: 5156.484863
	Iteration 32Q: 3 clusters Score -3563855 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -3563879.250000 Penalty: 5156.484863
	Iteration 33Q: 3 clusters Score -3563879 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -3563910.750000 Penalty: 5156.484863
	Iteration 34Q: 3 clusters Score -3563911 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -3563924.500000 Penalty: 5156.484863
	Iteration 35Q: 3 clusters Score -3563924 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -3563941.000000 Penalty: 5156.484863
	Iteration 36Q: 3 clusters Score -3563941 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -3563979.000000 Penalty: 5156.484863
	Iteration 37Q: 3 clusters Score -3563979 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -3564014.250000 Penalty: 5156.484863
	Iteration 38Q: 3 clusters Score -3564014 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -3564055.250000 Penalty: 5156.484863
	Iteration 39Q: 3 clusters Score -3564055 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -3564080.250000 Penalty: 5156.484863
	Iteration 40F: 3 clusters Score -3564080 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -3564112.250000 Penalty: 5156.484863
	Iteration 41Q: 3 clusters Score -3564112 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -3564154.750000 Penalty: 5156.484863
	Iteration 42Q: 3 clusters Score -3564155 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -3564202.750000 Penalty: 5156.484863
	Iteration 43Q: 3 clusters Score -3564203 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -3564269.500000 Penalty: 5156.484863
	Iteration 44Q: 3 clusters Score -3564270 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -3564342.250000 Penalty: 5156.484863
	Iteration 45Q: 3 clusters Score -3564342 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -3564400.500000 Penalty: 5156.484863
	Iteration 46Q: 3 clusters Score -3564400 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -3564472.250000 Penalty: 5156.484863
	Iteration 47Q: 3 clusters Score -3564472 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -3564522.000000 Penalty: 5156.484863
	Iteration 48Q: 3 clusters Score -3564522 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -3564607.250000 Penalty: 5156.484863
	Iteration 49Q: 3 clusters Score -3564607 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -3564683.000000 Penalty: 5156.484863
	Iteration 50Q: 3 clusters Score -3564683 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -3564775.500000 Penalty: 5156.484863
	Iteration 51Q: 3 clusters Score -3564776 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -3564863.750000 Penalty: 5156.484863
	Iteration 52Q: 3 clusters Score -3564864 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -3564962.750000 Penalty: 5156.484863
	Iteration 53Q: 3 clusters Score -3564963 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -3565080.000000 Penalty: 5156.484863
	Iteration 54Q: 3 clusters Score -3565080 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -3565179.750000 Penalty: 5156.484863
	Iteration 55Q: 3 clusters Score -3565180 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -3565290.250000 Penalty: 5156.484863
	Iteration 56Q: 3 clusters Score -3565290 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -3565401.250000 Penalty: 5156.484863
	Iteration 57Q: 3 clusters Score -3565401 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -3565501.500000 Penalty: 5156.484863
	Iteration 58Q: 3 clusters Score -3565502 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -3565635.250000 Penalty: 5156.484863
	Iteration 59Q: 3 clusters Score -3565635 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -3565839.250000 Penalty: 5156.484863
	Iteration 60F: 3 clusters Score -3565839 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -3566122.500000 Penalty: 5156.484863
	Iteration 61Q: 3 clusters Score -3566122 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -3566466.750000 Penalty: 5156.484863
	Iteration 62Q: 3 clusters Score -3566467 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -3566880.250000 Penalty: 5156.484863
	Iteration 63Q: 3 clusters Score -3566880 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -3567273.000000 Penalty: 5156.484863
	Iteration 64Q: 3 clusters Score -3567273 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -3567594.750000 Penalty: 5156.484863
	Iteration 65Q: 3 clusters Score -3567595 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -3567799.500000 Penalty: 5156.484863
	Iteration 66Q: 3 clusters Score -3567800 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -3567965.000000 Penalty: 5156.484863
	Iteration 67Q: 3 clusters Score -3567965 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -3568078.000000 Penalty: 5156.484863
	Iteration 68Q: 3 clusters Score -3568078 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -3568151.500000 Penalty: 5156.484863
	Iteration 69Q: 3 clusters Score -3568152 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -3568199.500000 Penalty: 5156.484863
	Iteration 70Q: 3 clusters Score -3568200 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -3568206.500000 Penalty: 5156.484863
	Iteration 71Q: 3 clusters Score -3568206 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -3568221.000000 Penalty: 5156.484863
	Iteration 72Q: 3 clusters Score -3568221 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -3568231.500000 Penalty: 5156.484863
	Iteration 73Q: 3 clusters Score -3568232 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -3568232.500000 Penalty: 5156.484863
	Iteration 74Q: 3 clusters Score -3568232 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -3568250.000000 Penalty: 5156.484863
	Iteration 75Q: 3 clusters Score -3568250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -3568241.500000 Penalty: 5156.484863
	Iteration 76Q: 3 clusters Score -3568242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -3568252.750000 Penalty: 5156.484863
	Iteration 77Q: 3 clusters Score -3568253 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -3568254.000000 Penalty: 5156.484863
	Iteration 78Q: 3 clusters Score -3568254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -3568265.000000 Penalty: 5156.484863
	Iteration 79Q: 3 clusters Score -3568265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -3568303.000000 Penalty: 5156.484863
	Iteration 80F: 3 clusters Score -3568303 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -3568323.250000 Penalty: 5156.484863
	Iteration 81Q: 3 clusters Score -3568323 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -3568332.750000 Penalty: 5156.484863
	Iteration 82Q: 3 clusters Score -3568333 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -3568343.750000 Penalty: 5156.484863
	Iteration 83Q: 3 clusters Score -3568344 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -3568348.750000 Penalty: 5156.484863
	Iteration 84Q: 3 clusters Score -3568349 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -3568353.250000 Penalty: 5156.484863
	Iteration 85Q: 3 clusters Score -3568353 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -3568344.750000 Penalty: 5156.484863
	Iteration 86Q: 3 clusters Score -3568345 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -3568348.250000 Penalty: 5156.484863
	Iteration 87Q: 3 clusters Score -3568348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -3568340.750000 Penalty: 5156.484863
	Iteration 88Q: 3 clusters Score -3568341 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -3568350.500000 Penalty: 5156.484863
	Iteration 89Q: 3 clusters Score -3568350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -3568348.750000 Penalty: 5156.484863
	Iteration 90Q: 3 clusters Score -3568349 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -3568344.500000 Penalty: 5156.484863
	Iteration 91Q: 3 clusters Score -3568344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -3568350.750000 Penalty: 5156.484863
	Iteration 92Q: 3 clusters Score -3568351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -3568354.500000 Penalty: 5156.484863
	Iteration 93Q: 3 clusters Score -3568354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -3568353.750000 Penalty: 5156.484863
	Iteration 94Q: 3 clusters Score -3568354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -3568354.000000 Penalty: 5156.484863
	Iteration 95Q: 3 clusters Score -3568354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -3568350.250000 Penalty: 5156.484863
	Iteration 96Q: 3 clusters Score -3568350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -3568345.750000 Penalty: 5156.484863
	Iteration 97Q: 3 clusters Score -3568346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -3568344.750000 Penalty: 5156.484863
	Iteration 98Q: 3 clusters Score -3568345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -3568346.500000 Penalty: 5156.484863
	Iteration 99Q: 3 clusters Score -3568346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -3568351.750000 Penalty: 5156.484863
	Iteration 100F: 3 clusters Score -3568352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -3568350.750000 Penalty: 5156.484863
	Iteration 101Q: 3 clusters Score -3568351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -3568350.750000 Penalty: 5156.484863
	Iteration 102F: 3 clusters Score -3568351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 23918 members 
Mstep: Class 3 contains 17682 members 
Mstep: Class 4 contains 12814 members 
Mstep: Class 5 contains 9014 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 16281 members 
Mstep: Class 8 contains 38469 members 
Mstep: Class 9 contains 9765 members 
Mstep: Class 10 contains 11979 members 
Mstep: Class 11 contains 29760 members 
Mstep: Class 12 contains 3310 members 
Mstep: Class 13 contains 23791 members 
Mstep: Class 14 contains 18778 members 
Mstep: Class 15 contains 19274 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 5530 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 7452 members 
Mstep: Class 21 contains 12994 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91054 members 
Mstep: Class 24 contains 58898 members 
Mstep: Class 25 contains 11187 members 
Mstep: Class 26 contains 2302 members 
Mstep: Class 27 contains 9688 members 
Mstep: Class 28 contains 13752 members 
Mstep: Class 29 contains 6959 members 
Mstep: Class 30 contains 9661 members 
Mstep: Class 31 contains 680 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17468 members 
Mstep: Class 34 contains 9944 members 
Mstep: Class 35 contains 4209 members 
Mstep: Class 36 contains 9154 members 
Mstep: Class 37 contains 8066 members 
Mstep: Class 38 contains 45205 members 
Mstep: Class 39 contains 4402 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 506 members 
Mstep: Class 42 contains 832 members 
Mstep: Class 43 contains 10869 members 
Mstep: Class 44 contains 4963 members 
Mstep: Class 45 contains 24265 members 
Mstep: Class 46 contains 18981 members 
Entering Unmasked Estep 
Score: -64724972.000000 Penalty: 152661.515625
Splitting cluster 28 changes total score from -64720612.000000 to -64724972.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 29 (6959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Entering Unmasked Estep 
Score: -757022.937500 Penalty: 2194.252197
	Iteration 0F: 2 clusters Score -757022.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -751353.062500 Penalty: 4388.504395
	Iteration 0F: 3 clusters Score -751353.1 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -752946.562500 Penalty: 4388.504395
	Iteration 1F: 3 clusters Score -752946.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -753320.062500 Penalty: 4388.504395
	Iteration 2F: 3 clusters Score -753320.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -753699.187500 Penalty: 4388.504395
	Iteration 3F: 3 clusters Score -753699.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -754102.750000 Penalty: 4388.504395
	Iteration 4F: 3 clusters Score -754102.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -754451.000000 Penalty: 4388.504395
	Iteration 5F: 3 clusters Score -754451 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -754750.750000 Penalty: 4388.504395
	Iteration 6F: 3 clusters Score -754750.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -754984.937500 Penalty: 4388.504395
	Iteration 7Q: 3 clusters Score -754984.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -755132.312500 Penalty: 4388.504395
	Iteration 8Q: 3 clusters Score -755132.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -755228.500000 Penalty: 4388.504395
	Iteration 9Q: 3 clusters Score -755228.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -755272.750000 Penalty: 4388.504395
	Iteration 10Q: 3 clusters Score -755272.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -755300.187500 Penalty: 4388.504395
	Iteration 11Q: 3 clusters Score -755300.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -755316.812500 Penalty: 4388.504395
	Iteration 12Q: 3 clusters Score -755316.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -755328.875000 Penalty: 4388.504395
	Iteration 13Q: 3 clusters Score -755328.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -755331.250000 Penalty: 4388.504395
	Iteration 14Q: 3 clusters Score -755331.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -755340.500000 Penalty: 4388.504395
	Iteration 15Q: 3 clusters Score -755340.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -755344.937500 Penalty: 4388.504395
	Iteration 16Q: 3 clusters Score -755344.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -755349.000000 Penalty: 4388.504395
	Iteration 17Q: 3 clusters Score -755349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -755350.937500 Penalty: 4388.504395
	Iteration 18Q: 3 clusters Score -755350.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -755352.125000 Penalty: 4388.504395
	Iteration 19Q: 3 clusters Score -755352.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -755353.937500 Penalty: 4388.504395
	Iteration 20F: 3 clusters Score -755353.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -755353.937500 Penalty: 4388.504395
	Iteration 21Q: 3 clusters Score -755353.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -755353.250000 Penalty: 4388.504395
	Iteration 22Q: 3 clusters Score -755353.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -755353.062500 Penalty: 4388.504395
	Iteration 23Q: 3 clusters Score -755353.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -755354.062500 Penalty: 4388.504395
	Iteration 24Q: 3 clusters Score -755354.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -755355.750000 Penalty: 4388.504395
	Iteration 25Q: 3 clusters Score -755355.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -755357.250000 Penalty: 4388.504395
	Iteration 26Q: 3 clusters Score -755357.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -755358.125000 Penalty: 4388.504395
	Iteration 27Q: 3 clusters Score -755358.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -755358.937500 Penalty: 4388.504395
	Iteration 28Q: 3 clusters Score -755358.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -755360.375000 Penalty: 4388.504395
	Iteration 29Q: 3 clusters Score -755360.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -755360.000000 Penalty: 4388.504395
	Iteration 30Q: 3 clusters Score -755360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -755360.687500 Penalty: 4388.504395
	Iteration 31Q: 3 clusters Score -755360.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -755360.687500 Penalty: 4388.504395
	Iteration 32F: 3 clusters Score -755360.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Entering Unmasked Estep 
Score: -995084.500000 Penalty: 2275.611572
	Iteration 0F: 2 clusters Score -995084.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -987585.375000 Penalty: 4551.223145
	Iteration 0F: 3 clusters Score -987585.4 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -989986.000000 Penalty: 4551.223145
	Iteration 1F: 3 clusters Score -989986 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -990707.250000 Penalty: 4551.223145
	Iteration 2F: 3 clusters Score -990707.2 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -991729.187500 Penalty: 4551.223145
	Iteration 3F: 3 clusters Score -991729.2 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -993067.250000 Penalty: 4551.223145
	Iteration 4F: 3 clusters Score -993067.2 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -993954.250000 Penalty: 4551.223145
	Iteration 5F: 3 clusters Score -993954.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -994329.937500 Penalty: 4551.223145
	Iteration 6F: 3 clusters Score -994329.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -994499.250000 Penalty: 4551.223145
	Iteration 7Q: 3 clusters Score -994499.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -994589.312500 Penalty: 4551.223145
	Iteration 8Q: 3 clusters Score -994589.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -994646.125000 Penalty: 4551.223145
	Iteration 9Q: 3 clusters Score -994646.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -994677.125000 Penalty: 4551.223145
	Iteration 10Q: 3 clusters Score -994677.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -994697.000000 Penalty: 4551.223145
	Iteration 11Q: 3 clusters Score -994697 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -994711.750000 Penalty: 4551.223145
	Iteration 12Q: 3 clusters Score -994711.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -994723.812500 Penalty: 4551.223145
	Iteration 13Q: 3 clusters Score -994723.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -994734.187500 Penalty: 4551.223145
	Iteration 14Q: 3 clusters Score -994734.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -994737.812500 Penalty: 4551.223145
	Iteration 15Q: 3 clusters Score -994737.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -994739.687500 Penalty: 4551.223145
	Iteration 16Q: 3 clusters Score -994739.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -994749.687500 Penalty: 4551.223145
	Iteration 17Q: 3 clusters Score -994749.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -994749.937500 Penalty: 4551.223145
	Iteration 18Q: 3 clusters Score -994749.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -994752.812500 Penalty: 4551.223145
	Iteration 19Q: 3 clusters Score -994752.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -994756.625000 Penalty: 4551.223145
	Iteration 20F: 3 clusters Score -994756.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -994755.625000 Penalty: 4551.223145
	Iteration 21Q: 3 clusters Score -994755.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -994757.812500 Penalty: 4551.223145
	Iteration 22Q: 3 clusters Score -994757.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -994761.250000 Penalty: 4551.223145
	Iteration 23Q: 3 clusters Score -994761.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -994765.687500 Penalty: 4551.223145
	Iteration 24Q: 3 clusters Score -994765.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -994766.937500 Penalty: 4551.223145
	Iteration 25Q: 3 clusters Score -994766.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -994767.875000 Penalty: 4551.223145
	Iteration 26Q: 3 clusters Score -994767.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -994770.000000 Penalty: 4551.223145
	Iteration 27Q: 3 clusters Score -994770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -994772.625000 Penalty: 4551.223145
	Iteration 28Q: 3 clusters Score -994772.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -994773.437500 Penalty: 4551.223145
	Iteration 29Q: 3 clusters Score -994773.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -994773.937500 Penalty: 4551.223145
	Iteration 30Q: 3 clusters Score -994773.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -994779.312500 Penalty: 4551.223145
	Iteration 31Q: 3 clusters Score -994779.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -994781.937500 Penalty: 4551.223145
	Iteration 32Q: 3 clusters Score -994781.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -994784.812500 Penalty: 4551.223145
	Iteration 33Q: 3 clusters Score -994784.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -994786.562500 Penalty: 4551.223145
	Iteration 34Q: 3 clusters Score -994786.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -994785.875000 Penalty: 4551.223145
	Iteration 35Q: 3 clusters Score -994785.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -994788.125000 Penalty: 4551.223145
	Iteration 36Q: 3 clusters Score -994788.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -994789.812500 Penalty: 4551.223145
	Iteration 37Q: 3 clusters Score -994789.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -994792.375000 Penalty: 4551.223145
	Iteration 38Q: 3 clusters Score -994792.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -994790.687500 Penalty: 4551.223145
	Iteration 39Q: 3 clusters Score -994790.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -994792.937500 Penalty: 4551.223145
	Iteration 40F: 3 clusters Score -994792.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -994795.062500 Penalty: 4551.223145
	Iteration 41Q: 3 clusters Score -994795.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -994795.250000 Penalty: 4551.223145
	Iteration 42Q: 3 clusters Score -994795.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -994796.062500 Penalty: 4551.223145
	Iteration 43Q: 3 clusters Score -994796.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -994795.750000 Penalty: 4551.223145
	Iteration 44Q: 3 clusters Score -994795.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -994796.187500 Penalty: 4551.223145
	Iteration 45Q: 3 clusters Score -994796.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -994795.125000 Penalty: 4551.223145
	Iteration 46Q: 3 clusters Score -994795.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -994797.812500 Penalty: 4551.223145
	Iteration 47Q: 3 clusters Score -994797.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -994797.812500 Penalty: 4551.223145
	Iteration 48F: 3 clusters Score -994797.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Entering Unmasked Estep 
Score: -52087.050781 Penalty: 1617.479004
	Iteration 0F: 2 clusters Score -52087.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -50616.617188 Penalty: 3234.958008
	Iteration 0F: 3 clusters Score -50616.62 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51315.207031 Penalty: 3234.958008
	Iteration 1F: 3 clusters Score -51315.21 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -52071.718750 Penalty: 3234.958008
	Iteration 2F: 3 clusters Score -52071.72 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -52722.152344 Penalty: 3234.958008
	Iteration 3F: 3 clusters Score -52722.15 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -52903.472656 Penalty: 3234.958008
	Iteration 4Q: 3 clusters Score -52903.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -53006.914062 Penalty: 3234.958008
	Iteration 5Q: 3 clusters Score -53006.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -53066.308594 Penalty: 3234.958008
	Iteration 6Q: 3 clusters Score -53066.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -53093.207031 Penalty: 3234.958008
	Iteration 7Q: 3 clusters Score -53093.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -53106.187500 Penalty: 3234.958008
	Iteration 8Q: 3 clusters Score -53106.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -53110.468750 Penalty: 3234.958008
	Iteration 9Q: 3 clusters Score -53110.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -53119.011719 Penalty: 3234.958008
	Iteration 10Q: 3 clusters Score -53119.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -53125.953125 Penalty: 3234.958008
	Iteration 11Q: 3 clusters Score -53125.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -53130.203125 Penalty: 3234.958008
	Iteration 12Q: 3 clusters Score -53130.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53137.085938 Penalty: 3234.958008
	Iteration 13Q: 3 clusters Score -53137.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53137.085938 Penalty: 3234.958008
	Iteration 14F: 3 clusters Score -53137.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 23918 members 
Mstep: Class 3 contains 17682 members 
Mstep: Class 4 contains 12814 members 
Mstep: Class 5 contains 9014 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 16281 members 
Mstep: Class 8 contains 38469 members 
Mstep: Class 9 contains 9765 members 
Mstep: Class 10 contains 11979 members 
Mstep: Class 11 contains 29760 members 
Mstep: Class 12 contains 3310 members 
Mstep: Class 13 contains 23791 members 
Mstep: Class 14 contains 18778 members 
Mstep: Class 15 contains 19274 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 5530 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 7452 members 
Mstep: Class 21 contains 12994 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91054 members 
Mstep: Class 24 contains 58898 members 
Mstep: Class 25 contains 11187 members 
Mstep: Class 26 contains 2302 members 
Mstep: Class 27 contains 9688 members 
Mstep: Class 28 contains 13752 members 
Mstep: Class 29 contains 6959 members 
Mstep: Class 30 contains 9661 members 
Mstep: Class 31 contains 445 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 17468 members 
Mstep: Class 34 contains 9944 members 
Mstep: Class 35 contains 4209 members 
Mstep: Class 36 contains 9154 members 
Mstep: Class 37 contains 8066 members 
Mstep: Class 38 contains 45205 members 
Mstep: Class 39 contains 4402 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 506 members 
Mstep: Class 42 contains 832 members 
Mstep: Class 43 contains 10869 members 
Mstep: Class 44 contains 4963 members 
Mstep: Class 45 contains 24265 members 
Mstep: Class 46 contains 18981 members 
Mstep: Class 47 contains 235 members 
Entering Unmasked Estep 
Score: -64724272.000000 Penalty: 155980.250000
Splitting cluster 31 changes total score from -64720612.000000 to -64724272.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 32 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -37386.074219 Penalty: 1507.823486
	Iteration 0F: 2 clusters Score -37386.07 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 198 members 
Entering Unmasked Estep 
Score: -35959.449219 Penalty: 3015.646973
	Iteration 0F: 3 clusters Score -35959.45 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36249.820312 Penalty: 3015.646973
	Iteration 1F: 3 clusters Score -36249.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36436.335938 Penalty: 3015.646973
	Iteration 2F: 3 clusters Score -36436.34 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36691.332031 Penalty: 3015.646973
	Iteration 3F: 3 clusters Score -36691.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -37086.296875 Penalty: 3015.646973
	Iteration 4F: 3 clusters Score -37086.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -37355.011719 Penalty: 3015.646973
	Iteration 5F: 3 clusters Score -37355.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -37525.210938 Penalty: 3015.646973
	Iteration 6Q: 3 clusters Score -37525.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -37629.785156 Penalty: 3015.646973
	Iteration 7Q: 3 clusters Score -37629.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -37657.343750 Penalty: 3015.646973
	Iteration 8Q: 3 clusters Score -37657.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -37664.640625 Penalty: 3015.646973
	Iteration 9Q: 3 clusters Score -37664.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -37676.960938 Penalty: 3015.646973
	Iteration 10Q: 3 clusters Score -37676.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -37702.343750 Penalty: 3015.646973
	Iteration 11Q: 3 clusters Score -37702.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -37709.859375 Penalty: 3015.646973
	Iteration 12Q: 3 clusters Score -37709.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -37709.859375 Penalty: 3015.646973
	Iteration 13F: 3 clusters Score -37709.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 23918 members 
Mstep: Class 3 contains 17682 members 
Mstep: Class 4 contains 12814 members 
Mstep: Class 5 contains 9014 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 16281 members 
Mstep: Class 8 contains 38469 members 
Mstep: Class 9 contains 9765 members 
Mstep: Class 10 contains 11979 members 
Mstep: Class 11 contains 29760 members 
Mstep: Class 12 contains 3310 members 
Mstep: Class 13 contains 23791 members 
Mstep: Class 14 contains 18778 members 
Mstep: Class 15 contains 19274 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 5530 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 7452 members 
Mstep: Class 21 contains 12994 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91054 members 
Mstep: Class 24 contains 58898 members 
Mstep: Class 25 contains 11187 members 
Mstep: Class 26 contains 2302 members 
Mstep: Class 27 contains 9688 members 
Mstep: Class 28 contains 13752 members 
Mstep: Class 29 contains 6959 members 
Mstep: Class 30 contains 9661 members 
Mstep: Class 31 contains 445 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 17468 members 
Mstep: Class 34 contains 9944 members 
Mstep: Class 35 contains 4209 members 
Mstep: Class 36 contains 9154 members 
Mstep: Class 37 contains 8066 members 
Mstep: Class 38 contains 45205 members 
Mstep: Class 39 contains 4402 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 506 members 
Mstep: Class 42 contains 832 members 
Mstep: Class 43 contains 10869 members 
Mstep: Class 44 contains 4963 members 
Mstep: Class 45 contains 24265 members 
Mstep: Class 46 contains 18981 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 313 members 
Entering Unmasked Estep 
Score: -64722752.000000 Penalty: 159298.968750
Splitting cluster 32 changes total score from -64720612.000000 to -64722752.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 33 (17468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Entering Unmasked Estep 
Score: -1623609.875000 Penalty: 2422.495117
	Iteration 0F: 2 clusters Score -1623610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1611169.250000 Penalty: 4844.990234
	Iteration 0F: 3 clusters Score -1611169 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1615775.125000 Penalty: 4844.990234
	Iteration 1F: 3 clusters Score -1615775 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1616845.000000 Penalty: 4844.990234
	Iteration 2F: 3 clusters Score -1616845 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1617822.750000 Penalty: 4844.990234
	Iteration 3F: 3 clusters Score -1617823 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1618714.500000 Penalty: 4844.990234
	Iteration 4F: 3 clusters Score -1618714 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1619412.250000 Penalty: 4844.990234
	Iteration 5F: 3 clusters Score -1619412 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1619904.125000 Penalty: 4844.990234
	Iteration 6F: 3 clusters Score -1619904 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1620272.625000 Penalty: 4844.990234
	Iteration 7Q: 3 clusters Score -1620273 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1620495.750000 Penalty: 4844.990234
	Iteration 8Q: 3 clusters Score -1620496 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1620677.375000 Penalty: 4844.990234
	Iteration 9Q: 3 clusters Score -1620677 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1620822.000000 Penalty: 4844.990234
	Iteration 10Q: 3 clusters Score -1620822 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1620944.500000 Penalty: 4844.990234
	Iteration 11Q: 3 clusters Score -1620944 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1621054.125000 Penalty: 4844.990234
	Iteration 12Q: 3 clusters Score -1621054 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1621157.625000 Penalty: 4844.990234
	Iteration 13Q: 3 clusters Score -1621158 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1621268.750000 Penalty: 4844.990234
	Iteration 14Q: 3 clusters Score -1621269 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1621390.625000 Penalty: 4844.990234
	Iteration 15Q: 3 clusters Score -1621391 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1621511.625000 Penalty: 4844.990234
	Iteration 16Q: 3 clusters Score -1621512 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1621655.125000 Penalty: 4844.990234
	Iteration 17Q: 3 clusters Score -1621655 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1621835.125000 Penalty: 4844.990234
	Iteration 18Q: 3 clusters Score -1621835 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1622025.750000 Penalty: 4844.990234
	Iteration 19Q: 3 clusters Score -1622026 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1622253.000000 Penalty: 4844.990234
	Iteration 20F: 3 clusters Score -1622253 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1622428.250000 Penalty: 4844.990234
	Iteration 21Q: 3 clusters Score -1622428 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1622573.000000 Penalty: 4844.990234
	Iteration 22Q: 3 clusters Score -1622573 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1622703.250000 Penalty: 4844.990234
	Iteration 23Q: 3 clusters Score -1622703 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1622823.750000 Penalty: 4844.990234
	Iteration 24Q: 3 clusters Score -1622824 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -1622916.375000 Penalty: 4844.990234
	Iteration 25Q: 3 clusters Score -1622916 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1623001.000000 Penalty: 4844.990234
	Iteration 26Q: 3 clusters Score -1623001 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1623070.500000 Penalty: 4844.990234
	Iteration 27Q: 3 clusters Score -1623070 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1623125.000000 Penalty: 4844.990234
	Iteration 28Q: 3 clusters Score -1623125 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1623183.250000 Penalty: 4844.990234
	Iteration 29Q: 3 clusters Score -1623183 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -1623240.875000 Penalty: 4844.990234
	Iteration 30Q: 3 clusters Score -1623241 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1623303.000000 Penalty: 4844.990234
	Iteration 31Q: 3 clusters Score -1623303 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -1623360.000000 Penalty: 4844.990234
	Iteration 32Q: 3 clusters Score -1623360 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1623407.625000 Penalty: 4844.990234
	Iteration 33Q: 3 clusters Score -1623408 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -1623445.500000 Penalty: 4844.990234
	Iteration 34Q: 3 clusters Score -1623446 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -1623468.250000 Penalty: 4844.990234
	Iteration 35Q: 3 clusters Score -1623468 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -1623486.125000 Penalty: 4844.990234
	Iteration 36Q: 3 clusters Score -1623486 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -1623502.125000 Penalty: 4844.990234
	Iteration 37Q: 3 clusters Score -1623502 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -1623511.500000 Penalty: 4844.990234
	Iteration 38Q: 3 clusters Score -1623512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1623519.375000 Penalty: 4844.990234
	Iteration 39Q: 3 clusters Score -1623519 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -1623561.500000 Penalty: 4844.990234
	Iteration 40F: 3 clusters Score -1623562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -1623599.625000 Penalty: 4844.990234
	Iteration 41Q: 3 clusters Score -1623600 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -1623647.750000 Penalty: 4844.990234
	Iteration 42Q: 3 clusters Score -1623648 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -1623716.125000 Penalty: 4844.990234
	Iteration 43Q: 3 clusters Score -1623716 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -1623791.625000 Penalty: 4844.990234
	Iteration 44Q: 3 clusters Score -1623792 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -1623833.875000 Penalty: 4844.990234
	Iteration 45Q: 3 clusters Score -1623834 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -1623887.750000 Penalty: 4844.990234
	Iteration 46Q: 3 clusters Score -1623888 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -1623936.250000 Penalty: 4844.990234
	Iteration 47Q: 3 clusters Score -1623936 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -1623981.750000 Penalty: 4844.990234
	Iteration 48Q: 3 clusters Score -1623982 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -1624014.875000 Penalty: 4844.990234
	Iteration 49Q: 3 clusters Score -1624015 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -1624049.125000 Penalty: 4844.990234
	Iteration 50Q: 3 clusters Score -1624049 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -1624079.750000 Penalty: 4844.990234
	Iteration 51Q: 3 clusters Score -1624080 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -1624108.875000 Penalty: 4844.990234
	Iteration 52Q: 3 clusters Score -1624109 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -1624125.625000 Penalty: 4844.990234
	Iteration 53Q: 3 clusters Score -1624126 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -1624149.000000 Penalty: 4844.990234
	Iteration 54Q: 3 clusters Score -1624149 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -1624158.375000 Penalty: 4844.990234
	Iteration 55Q: 3 clusters Score -1624158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -1624170.000000 Penalty: 4844.990234
	Iteration 56Q: 3 clusters Score -1624170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -1624174.625000 Penalty: 4844.990234
	Iteration 57Q: 3 clusters Score -1624175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -1624177.750000 Penalty: 4844.990234
	Iteration 58Q: 3 clusters Score -1624178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -1624188.375000 Penalty: 4844.990234
	Iteration 59Q: 3 clusters Score -1624188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -1624201.875000 Penalty: 4844.990234
	Iteration 60F: 3 clusters Score -1624202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -1624208.000000 Penalty: 4844.990234
	Iteration 61Q: 3 clusters Score -1624208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -1624213.875000 Penalty: 4844.990234
	Iteration 62Q: 3 clusters Score -1624214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -1624221.000000 Penalty: 4844.990234
	Iteration 63Q: 3 clusters Score -1624221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -1624231.875000 Penalty: 4844.990234
	Iteration 64Q: 3 clusters Score -1624232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -1624240.125000 Penalty: 4844.990234
	Iteration 65Q: 3 clusters Score -1624240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -1624244.875000 Penalty: 4844.990234
	Iteration 66Q: 3 clusters Score -1624245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -1624251.125000 Penalty: 4844.990234
	Iteration 67Q: 3 clusters Score -1624251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -1624257.375000 Penalty: 4844.990234
	Iteration 68Q: 3 clusters Score -1624257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -1624261.125000 Penalty: 4844.990234
	Iteration 69Q: 3 clusters Score -1624261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -1624265.125000 Penalty: 4844.990234
	Iteration 70Q: 3 clusters Score -1624265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -1624272.875000 Penalty: 4844.990234
	Iteration 71Q: 3 clusters Score -1624273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -1624278.250000 Penalty: 4844.990234
	Iteration 72Q: 3 clusters Score -1624278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -1624283.250000 Penalty: 4844.990234
	Iteration 73Q: 3 clusters Score -1624283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -1624284.500000 Penalty: 4844.990234
	Iteration 74Q: 3 clusters Score -1624284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -1624285.500000 Penalty: 4844.990234
	Iteration 75Q: 3 clusters Score -1624286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -1624284.375000 Penalty: 4844.990234
	Iteration 76Q: 3 clusters Score -1624284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -1624285.375000 Penalty: 4844.990234
	Iteration 77Q: 3 clusters Score -1624285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -1624284.625000 Penalty: 4844.990234
	Iteration 78Q: 3 clusters Score -1624285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -1624283.375000 Penalty: 4844.990234
	Iteration 79Q: 3 clusters Score -1624283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -1624283.875000 Penalty: 4844.990234
	Iteration 80F: 3 clusters Score -1624284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -1624285.625000 Penalty: 4844.990234
	Iteration 81Q: 3 clusters Score -1624286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -1624285.000000 Penalty: 4844.990234
	Iteration 82Q: 3 clusters Score -1624285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -1624286.750000 Penalty: 4844.990234
	Iteration 83Q: 3 clusters Score -1624287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -1624287.500000 Penalty: 4844.990234
	Iteration 84Q: 3 clusters Score -1624288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -1624289.750000 Penalty: 4844.990234
	Iteration 85Q: 3 clusters Score -1624290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -1624289.750000 Penalty: 4844.990234
	Iteration 86F: 3 clusters Score -1624290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 23918 members 
Mstep: Class 3 contains 17682 members 
Mstep: Class 4 contains 12814 members 
Mstep: Class 5 contains 9014 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 16281 members 
Mstep: Class 8 contains 38469 members 
Mstep: Class 9 contains 9765 members 
Mstep: Class 10 contains 11979 members 
Mstep: Class 11 contains 29760 members 
Mstep: Class 12 contains 3310 members 
Mstep: Class 13 contains 23791 members 
Mstep: Class 14 contains 18778 members 
Mstep: Class 15 contains 19274 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 5530 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 7452 members 
Mstep: Class 21 contains 12994 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91054 members 
Mstep: Class 24 contains 58898 members 
Mstep: Class 25 contains 11187 members 
Mstep: Class 26 contains 2302 members 
Mstep: Class 27 contains 9688 members 
Mstep: Class 28 contains 13752 members 
Mstep: Class 29 contains 6959 members 
Mstep: Class 30 contains 9661 members 
Mstep: Class 31 contains 445 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 9944 members 
Mstep: Class 35 contains 4209 members 
Mstep: Class 36 contains 9154 members 
Mstep: Class 37 contains 8066 members 
Mstep: Class 38 contains 45205 members 
Mstep: Class 39 contains 4402 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 506 members 
Mstep: Class 42 contains 832 members 
Mstep: Class 43 contains 10869 members 
Mstep: Class 44 contains 4963 members 
Mstep: Class 45 contains 24265 members 
Mstep: Class 46 contains 18981 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 15957 members 
Entering Unmasked Estep 
Score: -64722672.000000 Penalty: 162617.703125
Splitting cluster 33 changes total score from -64720612.000000 to -64722672.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 34 (9944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Entering Unmasked Estep 
Score: -972725.312500 Penalty: 2282.771729
	Iteration 0F: 2 clusters Score -972725.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -965150.000000 Penalty: 4565.543457
	Iteration 0F: 3 clusters Score -965150 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -967608.250000 Penalty: 4565.543457
	Iteration 1F: 3 clusters Score -967608.2 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -968484.312500 Penalty: 4565.543457
	Iteration 2F: 3 clusters Score -968484.3 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -969624.937500 Penalty: 4565.543457
	Iteration 3F: 3 clusters Score -969624.9 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -970786.062500 Penalty: 4565.543457
	Iteration 4F: 3 clusters Score -970786.1 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -971538.000000 Penalty: 4565.543457
	Iteration 5F: 3 clusters Score -971538 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -972081.437500 Penalty: 4565.543457
	Iteration 6F: 3 clusters Score -972081.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -972458.500000 Penalty: 4565.543457
	Iteration 7Q: 3 clusters Score -972458.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -972724.687500 Penalty: 4565.543457
	Iteration 8Q: 3 clusters Score -972724.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -972921.812500 Penalty: 4565.543457
	Iteration 9Q: 3 clusters Score -972921.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -973069.500000 Penalty: 4565.543457
	Iteration 10Q: 3 clusters Score -973069.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -973178.750000 Penalty: 4565.543457
	Iteration 11Q: 3 clusters Score -973178.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -973244.875000 Penalty: 4565.543457
	Iteration 12Q: 3 clusters Score -973244.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -973294.187500 Penalty: 4565.543457
	Iteration 13Q: 3 clusters Score -973294.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -973326.625000 Penalty: 4565.543457
	Iteration 14Q: 3 clusters Score -973326.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -973349.125000 Penalty: 4565.543457
	Iteration 15Q: 3 clusters Score -973349.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -973358.750000 Penalty: 4565.543457
	Iteration 16Q: 3 clusters Score -973358.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -973362.312500 Penalty: 4565.543457
	Iteration 17Q: 3 clusters Score -973362.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -973367.125000 Penalty: 4565.543457
	Iteration 18Q: 3 clusters Score -973367.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -973368.312500 Penalty: 4565.543457
	Iteration 19Q: 3 clusters Score -973368.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -973373.125000 Penalty: 4565.543457
	Iteration 20F: 3 clusters Score -973373.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -973376.375000 Penalty: 4565.543457
	Iteration 21Q: 3 clusters Score -973376.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -973379.250000 Penalty: 4565.543457
	Iteration 22Q: 3 clusters Score -973379.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -973384.812500 Penalty: 4565.543457
	Iteration 23Q: 3 clusters Score -973384.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -973386.187500 Penalty: 4565.543457
	Iteration 24Q: 3 clusters Score -973386.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -973389.187500 Penalty: 4565.543457
	Iteration 25Q: 3 clusters Score -973389.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -973391.562500 Penalty: 4565.543457
	Iteration 26Q: 3 clusters Score -973391.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -973393.687500 Penalty: 4565.543457
	Iteration 27Q: 3 clusters Score -973393.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -973396.187500 Penalty: 4565.543457
	Iteration 28Q: 3 clusters Score -973396.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -973398.125000 Penalty: 4565.543457
	Iteration 29Q: 3 clusters Score -973398.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -973399.312500 Penalty: 4565.543457
	Iteration 30Q: 3 clusters Score -973399.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -973403.187500 Penalty: 4565.543457
	Iteration 31Q: 3 clusters Score -973403.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -973405.500000 Penalty: 4565.543457
	Iteration 32Q: 3 clusters Score -973405.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -973405.187500 Penalty: 4565.543457
	Iteration 33Q: 3 clusters Score -973405.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -973406.125000 Penalty: 4565.543457
	Iteration 34Q: 3 clusters Score -973406.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -973406.125000 Penalty: 4565.543457
	Iteration 35F: 3 clusters Score -973406.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 23918 members 
Mstep: Class 3 contains 17682 members 
Mstep: Class 4 contains 12814 members 
Mstep: Class 5 contains 9014 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 16281 members 
Mstep: Class 8 contains 38469 members 
Mstep: Class 9 contains 9765 members 
Mstep: Class 10 contains 11979 members 
Mstep: Class 11 contains 29760 members 
Mstep: Class 12 contains 3310 members 
Mstep: Class 13 contains 23791 members 
Mstep: Class 14 contains 18778 members 
Mstep: Class 15 contains 19274 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 5530 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 7452 members 
Mstep: Class 21 contains 12994 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91054 members 
Mstep: Class 24 contains 58898 members 
Mstep: Class 25 contains 11187 members 
Mstep: Class 26 contains 2302 members 
Mstep: Class 27 contains 9688 members 
Mstep: Class 28 contains 13752 members 
Mstep: Class 29 contains 6959 members 
Mstep: Class 30 contains 9661 members 
Mstep: Class 31 contains 445 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1637 members 
Mstep: Class 35 contains 4209 members 
Mstep: Class 36 contains 9154 members 
Mstep: Class 37 contains 8066 members 
Mstep: Class 38 contains 45205 members 
Mstep: Class 39 contains 4402 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 506 members 
Mstep: Class 42 contains 832 members 
Mstep: Class 43 contains 10869 members 
Mstep: Class 44 contains 4963 members 
Mstep: Class 45 contains 24265 members 
Mstep: Class 46 contains 18981 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 15957 members 
Mstep: Class 50 contains 8307 members 
Entering Unmasked Estep 
Score: -64722236.000000 Penalty: 165936.437500
Splitting cluster 34 changes total score from -64720612.000000 to -64722236.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 35 (4209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Entering Unmasked Estep 
Score: -262459.781250 Penalty: 2069.555176
	Iteration 0F: 2 clusters Score -262459.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -258482.859375 Penalty: 4139.110352
	Iteration 0F: 3 clusters Score -258482.9 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -259640.796875 Penalty: 4139.110352
	Iteration 1F: 3 clusters Score -259640.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -260125.718750 Penalty: 4139.110352
	Iteration 2F: 3 clusters Score -260125.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -260557.375000 Penalty: 4139.110352
	Iteration 3F: 3 clusters Score -260557.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -260875.265625 Penalty: 4139.110352
	Iteration 4F: 3 clusters Score -260875.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -261092.250000 Penalty: 4139.110352
	Iteration 5F: 3 clusters Score -261092.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -261256.078125 Penalty: 4139.110352
	Iteration 6Q: 3 clusters Score -261256.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -261347.750000 Penalty: 4139.110352
	Iteration 7Q: 3 clusters Score -261347.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -261437.156250 Penalty: 4139.110352
	Iteration 8Q: 3 clusters Score -261437.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -261526.281250 Penalty: 4139.110352
	Iteration 9Q: 3 clusters Score -261526.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -261578.046875 Penalty: 4139.110352
	Iteration 10Q: 3 clusters Score -261578 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -261615.390625 Penalty: 4139.110352
	Iteration 11Q: 3 clusters Score -261615.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -261634.593750 Penalty: 4139.110352
	Iteration 12Q: 3 clusters Score -261634.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -261659.015625 Penalty: 4139.110352
	Iteration 13Q: 3 clusters Score -261659 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -261689.703125 Penalty: 4139.110352
	Iteration 14Q: 3 clusters Score -261689.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -261722.187500 Penalty: 4139.110352
	Iteration 15Q: 3 clusters Score -261722.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -261753.031250 Penalty: 4139.110352
	Iteration 16Q: 3 clusters Score -261753 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -261782.078125 Penalty: 4139.110352
	Iteration 17Q: 3 clusters Score -261782.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -261806.250000 Penalty: 4139.110352
	Iteration 18Q: 3 clusters Score -261806.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -261823.062500 Penalty: 4139.110352
	Iteration 19Q: 3 clusters Score -261823.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -261849.359375 Penalty: 4139.110352
	Iteration 20F: 3 clusters Score -261849.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -261882.875000 Penalty: 4139.110352
	Iteration 21Q: 3 clusters Score -261882.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -261919.921875 Penalty: 4139.110352
	Iteration 22Q: 3 clusters Score -261919.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -261953.687500 Penalty: 4139.110352
	Iteration 23Q: 3 clusters Score -261953.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -261985.406250 Penalty: 4139.110352
	Iteration 24Q: 3 clusters Score -261985.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -262015.109375 Penalty: 4139.110352
	Iteration 25Q: 3 clusters Score -262015.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -262038.703125 Penalty: 4139.110352
	Iteration 26Q: 3 clusters Score -262038.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -262063.765625 Penalty: 4139.110352
	Iteration 27Q: 3 clusters Score -262063.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -262081.343750 Penalty: 4139.110352
	Iteration 28Q: 3 clusters Score -262081.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -262089.937500 Penalty: 4139.110352
	Iteration 29Q: 3 clusters Score -262089.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -262096.078125 Penalty: 4139.110352
	Iteration 30Q: 3 clusters Score -262096.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -262100.359375 Penalty: 4139.110352
	Iteration 31Q: 3 clusters Score -262100.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -262103.140625 Penalty: 4139.110352
	Iteration 32Q: 3 clusters Score -262103.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -262105.468750 Penalty: 4139.110352
	Iteration 33Q: 3 clusters Score -262105.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -262108.250000 Penalty: 4139.110352
	Iteration 34Q: 3 clusters Score -262108.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -262109.562500 Penalty: 4139.110352
	Iteration 35Q: 3 clusters Score -262109.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -262109.671875 Penalty: 4139.110352
	Iteration 36Q: 3 clusters Score -262109.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -262110.656250 Penalty: 4139.110352
	Iteration 37Q: 3 clusters Score -262110.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -262110.656250 Penalty: 4139.110352
	Iteration 38F: 3 clusters Score -262110.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 23918 members 
Mstep: Class 3 contains 17682 members 
Mstep: Class 4 contains 12814 members 
Mstep: Class 5 contains 9014 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 16281 members 
Mstep: Class 8 contains 38469 members 
Mstep: Class 9 contains 9765 members 
Mstep: Class 10 contains 11979 members 
Mstep: Class 11 contains 29760 members 
Mstep: Class 12 contains 3310 members 
Mstep: Class 13 contains 23791 members 
Mstep: Class 14 contains 18778 members 
Mstep: Class 15 contains 19274 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 5530 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 7452 members 
Mstep: Class 21 contains 12994 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91054 members 
Mstep: Class 24 contains 58898 members 
Mstep: Class 25 contains 11187 members 
Mstep: Class 26 contains 2302 members 
Mstep: Class 27 contains 9688 members 
Mstep: Class 28 contains 13752 members 
Mstep: Class 29 contains 6959 members 
Mstep: Class 30 contains 9661 members 
Mstep: Class 31 contains 445 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1637 members 
Mstep: Class 35 contains 4209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64732408.000000 Penalty: 165936.437500
Iteration 79Q: 51 clusters Score -6.473241e+07 nChanged 14111
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 24360 members 
Mstep: Class 3 contains 18049 members 
Mstep: Class 4 contains 12751 members 
Mstep: Class 5 contains 9013 members 
Mstep: Class 6 contains 2206 members 
Mstep: Class 7 contains 16294 members 
Mstep: Class 8 contains 39450 members 
Mstep: Class 9 contains 9702 members 
Mstep: Class 10 contains 12069 members 
Mstep: Class 11 contains 29817 members 
Mstep: Class 12 contains 3496 members 
Mstep: Class 13 contains 23829 members 
Mstep: Class 14 contains 18961 members 
Mstep: Class 15 contains 19498 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 5649 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 7948 members 
Mstep: Class 21 contains 13391 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 91051 members 
Mstep: Class 24 contains 59018 members 
Mstep: Class 25 contains 11249 members 
Mstep: Class 26 contains 2750 members 
Mstep: Class 27 contains 9832 members 
Mstep: Class 28 contains 13917 members 
Mstep: Class 29 contains 6780 members 
Mstep: Class 30 contains 9329 members 
Mstep: Class 31 contains 445 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 1814 members 
Mstep: Class 34 contains 1798 members 
Mstep: Class 35 contains 4305 members 
Mstep: Class 36 contains 9015 members 
Mstep: Class 37 contains 7586 members 
Mstep: Class 38 contains 44412 members 
Mstep: Class 39 contains 4242 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 918 members 
Mstep: Class 43 contains 10714 members 
Mstep: Class 44 contains 4679 members 
Mstep: Class 45 contains 23763 members 
Mstep: Class 46 contains 18092 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 15147 members 
Mstep: Class 50 contains 8008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740328.000000 Penalty: 165936.437500
Iteration 80F: 51 clusters Score -6.474033e+07 nChanged 10760
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 24373 members 
Mstep: Class 3 contains 18113 members 
Mstep: Class 4 contains 12426 members 
Mstep: Class 5 contains 9021 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 16303 members 
Mstep: Class 8 contains 39215 members 
Mstep: Class 9 contains 9542 members 
Mstep: Class 10 contains 12044 members 
Mstep: Class 11 contains 29681 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 23776 members 
Mstep: Class 14 contains 19026 members 
Mstep: Class 15 contains 19350 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 5571 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 8033 members 
Mstep: Class 21 contains 13330 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 90724 members 
Mstep: Class 24 contains 58829 members 
Mstep: Class 25 contains 11246 members 
Mstep: Class 26 contains 3080 members 
Mstep: Class 27 contains 9589 members 
Mstep: Class 28 contains 13842 members 
Mstep: Class 29 contains 6643 members 
Mstep: Class 30 contains 9030 members 
Mstep: Class 31 contains 445 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 1966 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 4390 members 
Mstep: Class 36 contains 8968 members 
Mstep: Class 37 contains 7748 members 
Mstep: Class 38 contains 44221 members 
Mstep: Class 39 contains 4381 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1057 members 
Mstep: Class 43 contains 10824 members 
Mstep: Class 44 contains 4911 members 
Mstep: Class 45 contains 24038 members 
Mstep: Class 46 contains 18351 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 15094 members 
Mstep: Class 50 contains 8687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743720.000000 Penalty: 165936.437500
Iteration 81Q: 51 clusters Score -6.474372e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 24398 members 
Mstep: Class 3 contains 18292 members 
Mstep: Class 4 contains 12195 members 
Mstep: Class 5 contains 9026 members 
Mstep: Class 6 contains 2211 members 
Mstep: Class 7 contains 16303 members 
Mstep: Class 8 contains 39091 members 
Mstep: Class 9 contains 9414 members 
Mstep: Class 10 contains 12035 members 
Mstep: Class 11 contains 29589 members 
Mstep: Class 12 contains 3616 members 
Mstep: Class 13 contains 23739 members 
Mstep: Class 14 contains 19106 members 
Mstep: Class 15 contains 19256 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 5564 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 8149 members 
Mstep: Class 21 contains 13325 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 90548 members 
Mstep: Class 24 contains 58747 members 
Mstep: Class 25 contains 11270 members 
Mstep: Class 26 contains 3399 members 
Mstep: Class 27 contains 9414 members 
Mstep: Class 28 contains 13810 members 
Mstep: Class 29 contains 6513 members 
Mstep: Class 30 contains 8758 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 1935 members 
Mstep: Class 35 contains 4462 members 
Mstep: Class 36 contains 8950 members 
Mstep: Class 37 contains 7787 members 
Mstep: Class 38 contains 43955 members 
Mstep: Class 39 contains 4434 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1120 members 
Mstep: Class 43 contains 10881 members 
Mstep: Class 44 contains 5035 members 
Mstep: Class 45 contains 24203 members 
Mstep: Class 46 contains 18480 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 15036 members 
Mstep: Class 50 contains 9057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745896.000000 Penalty: 165936.437500
Iteration 82Q: 51 clusters Score -6.47459e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 24423 members 
Mstep: Class 3 contains 18481 members 
Mstep: Class 4 contains 12040 members 
Mstep: Class 5 contains 9034 members 
Mstep: Class 6 contains 2213 members 
Mstep: Class 7 contains 16311 members 
Mstep: Class 8 contains 38997 members 
Mstep: Class 9 contains 9310 members 
Mstep: Class 10 contains 11990 members 
Mstep: Class 11 contains 29560 members 
Mstep: Class 12 contains 3681 members 
Mstep: Class 13 contains 23729 members 
Mstep: Class 14 contains 19171 members 
Mstep: Class 15 contains 19205 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 5563 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 8246 members 
Mstep: Class 21 contains 13306 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90457 members 
Mstep: Class 24 contains 58683 members 
Mstep: Class 25 contains 11323 members 
Mstep: Class 26 contains 3676 members 
Mstep: Class 27 contains 9278 members 
Mstep: Class 28 contains 13804 members 
Mstep: Class 29 contains 6396 members 
Mstep: Class 30 contains 8534 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 2221 members 
Mstep: Class 34 contains 2003 members 
Mstep: Class 35 contains 4536 members 
Mstep: Class 36 contains 8932 members 
Mstep: Class 37 contains 7787 members 
Mstep: Class 38 contains 43672 members 
Mstep: Class 39 contains 4482 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1160 members 
Mstep: Class 43 contains 10938 members 
Mstep: Class 44 contains 5130 members 
Mstep: Class 45 contains 24306 members 
Mstep: Class 46 contains 18588 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14958 members 
Mstep: Class 50 contains 9226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64747380.000000 Penalty: 165936.437500
Iteration 83Q: 51 clusters Score -6.474738e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 24442 members 
Mstep: Class 3 contains 18682 members 
Mstep: Class 4 contains 11905 members 
Mstep: Class 5 contains 9046 members 
Mstep: Class 6 contains 2216 members 
Mstep: Class 7 contains 16311 members 
Mstep: Class 8 contains 38913 members 
Mstep: Class 9 contains 9210 members 
Mstep: Class 10 contains 11935 members 
Mstep: Class 11 contains 29522 members 
Mstep: Class 12 contains 3724 members 
Mstep: Class 13 contains 23709 members 
Mstep: Class 14 contains 19209 members 
Mstep: Class 15 contains 19230 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 5570 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 8341 members 
Mstep: Class 21 contains 13291 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90390 members 
Mstep: Class 24 contains 58625 members 
Mstep: Class 25 contains 11384 members 
Mstep: Class 26 contains 3932 members 
Mstep: Class 27 contains 9167 members 
Mstep: Class 28 contains 13796 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 8317 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 2328 members 
Mstep: Class 34 contains 2050 members 
Mstep: Class 35 contains 4584 members 
Mstep: Class 36 contains 8917 members 
Mstep: Class 37 contains 7787 members 
Mstep: Class 38 contains 43410 members 
Mstep: Class 39 contains 4519 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1174 members 
Mstep: Class 43 contains 10973 members 
Mstep: Class 44 contains 5218 members 
Mstep: Class 45 contains 24406 members 
Mstep: Class 46 contains 18711 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14907 members 
Mstep: Class 50 contains 9342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748212.000000 Penalty: 165936.437500
Iteration 84Q: 51 clusters Score -6.474821e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 24453 members 
Mstep: Class 3 contains 18853 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 9057 members 
Mstep: Class 6 contains 2218 members 
Mstep: Class 7 contains 16310 members 
Mstep: Class 8 contains 38823 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 11889 members 
Mstep: Class 11 contains 29507 members 
Mstep: Class 12 contains 3768 members 
Mstep: Class 13 contains 23708 members 
Mstep: Class 14 contains 19209 members 
Mstep: Class 15 contains 19270 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 5591 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 8439 members 
Mstep: Class 21 contains 13266 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90347 members 
Mstep: Class 24 contains 58558 members 
Mstep: Class 25 contains 11435 members 
Mstep: Class 26 contains 4170 members 
Mstep: Class 27 contains 9092 members 
Mstep: Class 28 contains 13796 members 
Mstep: Class 29 contains 6254 members 
Mstep: Class 30 contains 8121 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 2416 members 
Mstep: Class 34 contains 2087 members 
Mstep: Class 35 contains 4627 members 
Mstep: Class 36 contains 8895 members 
Mstep: Class 37 contains 7778 members 
Mstep: Class 38 contains 43192 members 
Mstep: Class 39 contains 4558 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1187 members 
Mstep: Class 43 contains 11027 members 
Mstep: Class 44 contains 5266 members 
Mstep: Class 45 contains 24485 members 
Mstep: Class 46 contains 18832 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14867 members 
Mstep: Class 50 contains 9387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749096.000000 Penalty: 165936.437500
Iteration 85Q: 51 clusters Score -6.47491e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 24448 members 
Mstep: Class 3 contains 18998 members 
Mstep: Class 4 contains 11699 members 
Mstep: Class 5 contains 9060 members 
Mstep: Class 6 contains 2219 members 
Mstep: Class 7 contains 16296 members 
Mstep: Class 8 contains 38779 members 
Mstep: Class 9 contains 8999 members 
Mstep: Class 10 contains 11835 members 
Mstep: Class 11 contains 29489 members 
Mstep: Class 12 contains 3805 members 
Mstep: Class 13 contains 23702 members 
Mstep: Class 14 contains 19237 members 
Mstep: Class 15 contains 19335 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 5627 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 8523 members 
Mstep: Class 21 contains 13252 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90314 members 
Mstep: Class 24 contains 58490 members 
Mstep: Class 25 contains 11476 members 
Mstep: Class 26 contains 4374 members 
Mstep: Class 27 contains 9045 members 
Mstep: Class 28 contains 13798 members 
Mstep: Class 29 contains 6197 members 
Mstep: Class 30 contains 7962 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 2490 members 
Mstep: Class 34 contains 2129 members 
Mstep: Class 35 contains 4665 members 
Mstep: Class 36 contains 8878 members 
Mstep: Class 37 contains 7773 members 
Mstep: Class 38 contains 42990 members 
Mstep: Class 39 contains 4591 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 11059 members 
Mstep: Class 44 contains 5300 members 
Mstep: Class 45 contains 24549 members 
Mstep: Class 46 contains 18927 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14825 members 
Mstep: Class 50 contains 9435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749416.000000 Penalty: 165936.437500
Iteration 86Q: 51 clusters Score -6.474942e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 24459 members 
Mstep: Class 3 contains 19105 members 
Mstep: Class 4 contains 11617 members 
Mstep: Class 5 contains 9065 members 
Mstep: Class 6 contains 2219 members 
Mstep: Class 7 contains 16295 members 
Mstep: Class 8 contains 38685 members 
Mstep: Class 9 contains 8902 members 
Mstep: Class 10 contains 11794 members 
Mstep: Class 11 contains 29500 members 
Mstep: Class 12 contains 3831 members 
Mstep: Class 13 contains 23696 members 
Mstep: Class 14 contains 19293 members 
Mstep: Class 15 contains 19367 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 5670 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 8600 members 
Mstep: Class 21 contains 13251 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90296 members 
Mstep: Class 24 contains 58413 members 
Mstep: Class 25 contains 11513 members 
Mstep: Class 26 contains 4569 members 
Mstep: Class 27 contains 9021 members 
Mstep: Class 28 contains 13804 members 
Mstep: Class 29 contains 6131 members 
Mstep: Class 30 contains 7829 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 2559 members 
Mstep: Class 34 contains 2166 members 
Mstep: Class 35 contains 4696 members 
Mstep: Class 36 contains 8855 members 
Mstep: Class 37 contains 7757 members 
Mstep: Class 38 contains 42829 members 
Mstep: Class 39 contains 4628 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1200 members 
Mstep: Class 43 contains 11082 members 
Mstep: Class 44 contains 5318 members 
Mstep: Class 45 contains 24601 members 
Mstep: Class 46 contains 19019 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14812 members 
Mstep: Class 50 contains 9476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750080.000000 Penalty: 165936.437500
Iteration 87Q: 51 clusters Score -6.475008e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 24450 members 
Mstep: Class 3 contains 19175 members 
Mstep: Class 4 contains 11539 members 
Mstep: Class 5 contains 9072 members 
Mstep: Class 6 contains 2219 members 
Mstep: Class 7 contains 16294 members 
Mstep: Class 8 contains 38587 members 
Mstep: Class 9 contains 8820 members 
Mstep: Class 10 contains 11740 members 
Mstep: Class 11 contains 29492 members 
Mstep: Class 12 contains 3853 members 
Mstep: Class 13 contains 23700 members 
Mstep: Class 14 contains 19385 members 
Mstep: Class 15 contains 19452 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 5696 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 8654 members 
Mstep: Class 21 contains 13240 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90267 members 
Mstep: Class 24 contains 58338 members 
Mstep: Class 25 contains 11540 members 
Mstep: Class 26 contains 4738 members 
Mstep: Class 27 contains 9007 members 
Mstep: Class 28 contains 13812 members 
Mstep: Class 29 contains 6060 members 
Mstep: Class 30 contains 7721 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 2604 members 
Mstep: Class 34 contains 2205 members 
Mstep: Class 35 contains 4731 members 
Mstep: Class 36 contains 8844 members 
Mstep: Class 37 contains 7726 members 
Mstep: Class 38 contains 42695 members 
Mstep: Class 39 contains 4661 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1201 members 
Mstep: Class 43 contains 11106 members 
Mstep: Class 44 contains 5329 members 
Mstep: Class 45 contains 24678 members 
Mstep: Class 46 contains 19119 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14811 members 
Mstep: Class 50 contains 9504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750240.000000 Penalty: 165936.437500
Iteration 88Q: 51 clusters Score -6.475024e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 24430 members 
Mstep: Class 3 contains 19232 members 
Mstep: Class 4 contains 11489 members 
Mstep: Class 5 contains 9074 members 
Mstep: Class 6 contains 2220 members 
Mstep: Class 7 contains 16291 members 
Mstep: Class 8 contains 38478 members 
Mstep: Class 9 contains 8742 members 
Mstep: Class 10 contains 11690 members 
Mstep: Class 11 contains 29499 members 
Mstep: Class 12 contains 3868 members 
Mstep: Class 13 contains 23700 members 
Mstep: Class 14 contains 19449 members 
Mstep: Class 15 contains 19524 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 5742 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 8705 members 
Mstep: Class 21 contains 13236 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90250 members 
Mstep: Class 24 contains 58272 members 
Mstep: Class 25 contains 11566 members 
Mstep: Class 26 contains 4859 members 
Mstep: Class 27 contains 8994 members 
Mstep: Class 28 contains 13816 members 
Mstep: Class 29 contains 5997 members 
Mstep: Class 30 contains 7634 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 2648 members 
Mstep: Class 34 contains 2239 members 
Mstep: Class 35 contains 4759 members 
Mstep: Class 36 contains 8820 members 
Mstep: Class 37 contains 7707 members 
Mstep: Class 38 contains 42576 members 
Mstep: Class 39 contains 4715 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1203 members 
Mstep: Class 43 contains 11116 members 
Mstep: Class 44 contains 5335 members 
Mstep: Class 45 contains 24766 members 
Mstep: Class 46 contains 19246 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14804 members 
Mstep: Class 50 contains 9505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750632.000000 Penalty: 165936.437500
Iteration 89Q: 51 clusters Score -6.475063e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 24385 members 
Mstep: Class 3 contains 19266 members 
Mstep: Class 4 contains 11434 members 
Mstep: Class 5 contains 9076 members 
Mstep: Class 6 contains 2220 members 
Mstep: Class 7 contains 16286 members 
Mstep: Class 8 contains 38393 members 
Mstep: Class 9 contains 8705 members 
Mstep: Class 10 contains 11656 members 
Mstep: Class 11 contains 29515 members 
Mstep: Class 12 contains 3884 members 
Mstep: Class 13 contains 23698 members 
Mstep: Class 14 contains 19508 members 
Mstep: Class 15 contains 19582 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 5780 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 8746 members 
Mstep: Class 21 contains 13228 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90227 members 
Mstep: Class 24 contains 58219 members 
Mstep: Class 25 contains 11593 members 
Mstep: Class 26 contains 4967 members 
Mstep: Class 27 contains 8989 members 
Mstep: Class 28 contains 13816 members 
Mstep: Class 29 contains 5951 members 
Mstep: Class 30 contains 7549 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 2678 members 
Mstep: Class 34 contains 2272 members 
Mstep: Class 35 contains 4785 members 
Mstep: Class 36 contains 8808 members 
Mstep: Class 37 contains 7692 members 
Mstep: Class 38 contains 42450 members 
Mstep: Class 39 contains 4767 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1209 members 
Mstep: Class 43 contains 11128 members 
Mstep: Class 44 contains 5333 members 
Mstep: Class 45 contains 24816 members 
Mstep: Class 46 contains 19399 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14798 members 
Mstep: Class 50 contains 9507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750920.000000 Penalty: 165936.437500
Iteration 90Q: 51 clusters Score -6.475092e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 24332 members 
Mstep: Class 3 contains 19285 members 
Mstep: Class 4 contains 11386 members 
Mstep: Class 5 contains 9076 members 
Mstep: Class 6 contains 2220 members 
Mstep: Class 7 contains 16272 members 
Mstep: Class 8 contains 38286 members 
Mstep: Class 9 contains 8663 members 
Mstep: Class 10 contains 11622 members 
Mstep: Class 11 contains 29541 members 
Mstep: Class 12 contains 3893 members 
Mstep: Class 13 contains 23699 members 
Mstep: Class 14 contains 19581 members 
Mstep: Class 15 contains 19633 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 8804 members 
Mstep: Class 21 contains 13232 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90219 members 
Mstep: Class 24 contains 58166 members 
Mstep: Class 25 contains 11616 members 
Mstep: Class 26 contains 5056 members 
Mstep: Class 27 contains 8977 members 
Mstep: Class 28 contains 13816 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 7488 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 2711 members 
Mstep: Class 34 contains 2293 members 
Mstep: Class 35 contains 4807 members 
Mstep: Class 36 contains 8784 members 
Mstep: Class 37 contains 7676 members 
Mstep: Class 38 contains 42321 members 
Mstep: Class 39 contains 4817 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1215 members 
Mstep: Class 43 contains 11145 members 
Mstep: Class 44 contains 5332 members 
Mstep: Class 45 contains 24876 members 
Mstep: Class 46 contains 19562 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14770 members 
Mstep: Class 50 contains 9513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751004.000000 Penalty: 165936.437500
Iteration 91Q: 51 clusters Score -6.4751e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 24276 members 
Mstep: Class 3 contains 19278 members 
Mstep: Class 4 contains 11338 members 
Mstep: Class 5 contains 9076 members 
Mstep: Class 6 contains 2220 members 
Mstep: Class 7 contains 16260 members 
Mstep: Class 8 contains 38171 members 
Mstep: Class 9 contains 8631 members 
Mstep: Class 10 contains 11595 members 
Mstep: Class 11 contains 29577 members 
Mstep: Class 12 contains 3904 members 
Mstep: Class 13 contains 23704 members 
Mstep: Class 14 contains 19655 members 
Mstep: Class 15 contains 19698 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 5872 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 8848 members 
Mstep: Class 21 contains 13229 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90211 members 
Mstep: Class 24 contains 58098 members 
Mstep: Class 25 contains 11647 members 
Mstep: Class 26 contains 5122 members 
Mstep: Class 27 contains 8966 members 
Mstep: Class 28 contains 13818 members 
Mstep: Class 29 contains 5870 members 
Mstep: Class 30 contains 7433 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 2312 members 
Mstep: Class 35 contains 4833 members 
Mstep: Class 36 contains 8763 members 
Mstep: Class 37 contains 7673 members 
Mstep: Class 38 contains 42199 members 
Mstep: Class 39 contains 4863 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1224 members 
Mstep: Class 43 contains 11162 members 
Mstep: Class 44 contains 5328 members 
Mstep: Class 45 contains 24921 members 
Mstep: Class 46 contains 19722 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14751 members 
Mstep: Class 50 contains 9517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750928.000000 Penalty: 165936.437500
Iteration 92Q: 51 clusters Score -6.475093e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 24230 members 
Mstep: Class 3 contains 19286 members 
Mstep: Class 4 contains 11294 members 
Mstep: Class 5 contains 9075 members 
Mstep: Class 6 contains 2221 members 
Mstep: Class 7 contains 16250 members 
Mstep: Class 8 contains 38083 members 
Mstep: Class 9 contains 8602 members 
Mstep: Class 10 contains 11574 members 
Mstep: Class 11 contains 29605 members 
Mstep: Class 12 contains 3913 members 
Mstep: Class 13 contains 23718 members 
Mstep: Class 14 contains 19694 members 
Mstep: Class 15 contains 19763 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 5912 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 8883 members 
Mstep: Class 21 contains 13224 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90203 members 
Mstep: Class 24 contains 58014 members 
Mstep: Class 25 contains 11670 members 
Mstep: Class 26 contains 5185 members 
Mstep: Class 27 contains 8960 members 
Mstep: Class 28 contains 13813 members 
Mstep: Class 29 contains 5836 members 
Mstep: Class 30 contains 7387 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 2773 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 4854 members 
Mstep: Class 36 contains 8737 members 
Mstep: Class 37 contains 7658 members 
Mstep: Class 38 contains 42061 members 
Mstep: Class 39 contains 4921 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1227 members 
Mstep: Class 43 contains 11181 members 
Mstep: Class 44 contains 5323 members 
Mstep: Class 45 contains 24958 members 
Mstep: Class 46 contains 19910 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14737 members 
Mstep: Class 50 contains 9525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751256.000000 Penalty: 165936.437500
Iteration 93Q: 51 clusters Score -6.475126e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 24180 members 
Mstep: Class 3 contains 19261 members 
Mstep: Class 4 contains 11264 members 
Mstep: Class 5 contains 9076 members 
Mstep: Class 6 contains 2223 members 
Mstep: Class 7 contains 16236 members 
Mstep: Class 8 contains 37995 members 
Mstep: Class 9 contains 8581 members 
Mstep: Class 10 contains 11560 members 
Mstep: Class 11 contains 29654 members 
Mstep: Class 12 contains 3927 members 
Mstep: Class 13 contains 23730 members 
Mstep: Class 14 contains 19738 members 
Mstep: Class 15 contains 19812 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 5954 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 8916 members 
Mstep: Class 21 contains 13218 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90191 members 
Mstep: Class 24 contains 57913 members 
Mstep: Class 25 contains 11694 members 
Mstep: Class 26 contains 5257 members 
Mstep: Class 27 contains 8953 members 
Mstep: Class 28 contains 13817 members 
Mstep: Class 29 contains 5810 members 
Mstep: Class 30 contains 7331 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 2797 members 
Mstep: Class 34 contains 2354 members 
Mstep: Class 35 contains 4871 members 
Mstep: Class 36 contains 8711 members 
Mstep: Class 37 contains 7647 members 
Mstep: Class 38 contains 41948 members 
Mstep: Class 39 contains 4987 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1228 members 
Mstep: Class 43 contains 11198 members 
Mstep: Class 44 contains 5316 members 
Mstep: Class 45 contains 25004 members 
Mstep: Class 46 contains 20090 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14709 members 
Mstep: Class 50 contains 9526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751360.000000 Penalty: 165936.437500
Iteration 94Q: 51 clusters Score -6.475136e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 24119 members 
Mstep: Class 3 contains 19246 members 
Mstep: Class 4 contains 11225 members 
Mstep: Class 5 contains 9075 members 
Mstep: Class 6 contains 2224 members 
Mstep: Class 7 contains 16232 members 
Mstep: Class 8 contains 37919 members 
Mstep: Class 9 contains 8549 members 
Mstep: Class 10 contains 11535 members 
Mstep: Class 11 contains 29705 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 23739 members 
Mstep: Class 14 contains 19797 members 
Mstep: Class 15 contains 19849 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 5989 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 8960 members 
Mstep: Class 21 contains 13212 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90177 members 
Mstep: Class 24 contains 57827 members 
Mstep: Class 25 contains 11711 members 
Mstep: Class 26 contains 5309 members 
Mstep: Class 27 contains 8943 members 
Mstep: Class 28 contains 13824 members 
Mstep: Class 29 contains 5779 members 
Mstep: Class 30 contains 7285 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 2818 members 
Mstep: Class 34 contains 2366 members 
Mstep: Class 35 contains 4894 members 
Mstep: Class 36 contains 8692 members 
Mstep: Class 37 contains 7642 members 
Mstep: Class 38 contains 41821 members 
Mstep: Class 39 contains 5041 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1231 members 
Mstep: Class 43 contains 11200 members 
Mstep: Class 44 contains 5313 members 
Mstep: Class 45 contains 25055 members 
Mstep: Class 46 contains 20266 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14696 members 
Mstep: Class 50 contains 9535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751544.000000 Penalty: 165936.437500
Iteration 95Q: 51 clusters Score -6.475154e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 24072 members 
Mstep: Class 3 contains 19221 members 
Mstep: Class 4 contains 11195 members 
Mstep: Class 5 contains 9076 members 
Mstep: Class 6 contains 2223 members 
Mstep: Class 7 contains 16234 members 
Mstep: Class 8 contains 37816 members 
Mstep: Class 9 contains 8514 members 
Mstep: Class 10 contains 11516 members 
Mstep: Class 11 contains 29756 members 
Mstep: Class 12 contains 3954 members 
Mstep: Class 13 contains 23741 members 
Mstep: Class 14 contains 19865 members 
Mstep: Class 15 contains 19883 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 6026 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 8998 members 
Mstep: Class 21 contains 13197 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90167 members 
Mstep: Class 24 contains 57748 members 
Mstep: Class 25 contains 11736 members 
Mstep: Class 26 contains 5359 members 
Mstep: Class 27 contains 8936 members 
Mstep: Class 28 contains 13829 members 
Mstep: Class 29 contains 5748 members 
Mstep: Class 30 contains 7253 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 2842 members 
Mstep: Class 34 contains 2370 members 
Mstep: Class 35 contains 4913 members 
Mstep: Class 36 contains 8668 members 
Mstep: Class 37 contains 7631 members 
Mstep: Class 38 contains 41708 members 
Mstep: Class 39 contains 5094 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1231 members 
Mstep: Class 43 contains 11215 members 
Mstep: Class 44 contains 5319 members 
Mstep: Class 45 contains 25111 members 
Mstep: Class 46 contains 20432 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14673 members 
Mstep: Class 50 contains 9539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751820.000000 Penalty: 165936.437500
Iteration 96Q: 51 clusters Score -6.475182e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 24011 members 
Mstep: Class 3 contains 19206 members 
Mstep: Class 4 contains 11167 members 
Mstep: Class 5 contains 9079 members 
Mstep: Class 6 contains 2223 members 
Mstep: Class 7 contains 16222 members 
Mstep: Class 8 contains 37724 members 
Mstep: Class 9 contains 8481 members 
Mstep: Class 10 contains 11499 members 
Mstep: Class 11 contains 29820 members 
Mstep: Class 12 contains 3964 members 
Mstep: Class 13 contains 23751 members 
Mstep: Class 14 contains 19925 members 
Mstep: Class 15 contains 19920 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9026 members 
Mstep: Class 21 contains 13200 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90161 members 
Mstep: Class 24 contains 57663 members 
Mstep: Class 25 contains 11754 members 
Mstep: Class 26 contains 5399 members 
Mstep: Class 27 contains 8931 members 
Mstep: Class 28 contains 13834 members 
Mstep: Class 29 contains 5714 members 
Mstep: Class 30 contains 7225 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 2854 members 
Mstep: Class 34 contains 2368 members 
Mstep: Class 35 contains 4931 members 
Mstep: Class 36 contains 8652 members 
Mstep: Class 37 contains 7624 members 
Mstep: Class 38 contains 41593 members 
Mstep: Class 39 contains 5145 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1231 members 
Mstep: Class 43 contains 11239 members 
Mstep: Class 44 contains 5317 members 
Mstep: Class 45 contains 25160 members 
Mstep: Class 46 contains 20622 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14645 members 
Mstep: Class 50 contains 9547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64752184.000000 Penalty: 165936.437500
Iteration 97Q: 51 clusters Score -6.475218e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 23945 members 
Mstep: Class 3 contains 19196 members 
Mstep: Class 4 contains 11149 members 
Mstep: Class 5 contains 9081 members 
Mstep: Class 6 contains 2223 members 
Mstep: Class 7 contains 16217 members 
Mstep: Class 8 contains 37640 members 
Mstep: Class 9 contains 8458 members 
Mstep: Class 10 contains 11485 members 
Mstep: Class 11 contains 29859 members 
Mstep: Class 12 contains 3976 members 
Mstep: Class 13 contains 23761 members 
Mstep: Class 14 contains 19987 members 
Mstep: Class 15 contains 19950 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9053 members 
Mstep: Class 21 contains 13198 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90152 members 
Mstep: Class 24 contains 57574 members 
Mstep: Class 25 contains 11770 members 
Mstep: Class 26 contains 5432 members 
Mstep: Class 27 contains 8927 members 
Mstep: Class 28 contains 13840 members 
Mstep: Class 29 contains 5686 members 
Mstep: Class 30 contains 7213 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 2869 members 
Mstep: Class 34 contains 2371 members 
Mstep: Class 35 contains 4950 members 
Mstep: Class 36 contains 8639 members 
Mstep: Class 37 contains 7613 members 
Mstep: Class 38 contains 41472 members 
Mstep: Class 39 contains 5191 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1231 members 
Mstep: Class 43 contains 11270 members 
Mstep: Class 44 contains 5320 members 
Mstep: Class 45 contains 25183 members 
Mstep: Class 46 contains 20809 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14608 members 
Mstep: Class 50 contains 9551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64752204.000000 Penalty: 165936.437500
Iteration 98Q: 51 clusters Score -6.47522e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 23883 members 
Mstep: Class 3 contains 19205 members 
Mstep: Class 4 contains 11133 members 
Mstep: Class 5 contains 9084 members 
Mstep: Class 6 contains 2223 members 
Mstep: Class 7 contains 16218 members 
Mstep: Class 8 contains 37560 members 
Mstep: Class 9 contains 8430 members 
Mstep: Class 10 contains 11474 members 
Mstep: Class 11 contains 29912 members 
Mstep: Class 12 contains 3986 members 
Mstep: Class 13 contains 23771 members 
Mstep: Class 14 contains 20060 members 
Mstep: Class 15 contains 19950 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 6107 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9095 members 
Mstep: Class 21 contains 13192 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90150 members 
Mstep: Class 24 contains 57482 members 
Mstep: Class 25 contains 11794 members 
Mstep: Class 26 contains 5461 members 
Mstep: Class 27 contains 8928 members 
Mstep: Class 28 contains 13837 members 
Mstep: Class 29 contains 5645 members 
Mstep: Class 30 contains 7203 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 2878 members 
Mstep: Class 34 contains 2373 members 
Mstep: Class 35 contains 4971 members 
Mstep: Class 36 contains 8625 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 41354 members 
Mstep: Class 39 contains 5239 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1231 members 
Mstep: Class 43 contains 11271 members 
Mstep: Class 44 contains 5319 members 
Mstep: Class 45 contains 25215 members 
Mstep: Class 46 contains 21001 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14573 members 
Mstep: Class 50 contains 9550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64752380.000000 Penalty: 165936.437500
Iteration 99Q: 51 clusters Score -6.475238e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 23809 members 
Mstep: Class 3 contains 19200 members 
Mstep: Class 4 contains 11109 members 
Mstep: Class 5 contains 9086 members 
Mstep: Class 6 contains 2223 members 
Mstep: Class 7 contains 16215 members 
Mstep: Class 8 contains 37478 members 
Mstep: Class 9 contains 8407 members 
Mstep: Class 10 contains 11469 members 
Mstep: Class 11 contains 29958 members 
Mstep: Class 12 contains 3993 members 
Mstep: Class 13 contains 23778 members 
Mstep: Class 14 contains 20137 members 
Mstep: Class 15 contains 19961 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 6132 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9129 members 
Mstep: Class 21 contains 13188 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90148 members 
Mstep: Class 24 contains 57384 members 
Mstep: Class 25 contains 11816 members 
Mstep: Class 26 contains 5494 members 
Mstep: Class 27 contains 8924 members 
Mstep: Class 28 contains 13839 members 
Mstep: Class 29 contains 5605 members 
Mstep: Class 30 contains 7194 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 2890 members 
Mstep: Class 34 contains 2380 members 
Mstep: Class 35 contains 4989 members 
Mstep: Class 36 contains 8612 members 
Mstep: Class 37 contains 7608 members 
Mstep: Class 38 contains 41262 members 
Mstep: Class 39 contains 5290 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1231 members 
Mstep: Class 43 contains 11270 members 
Mstep: Class 44 contains 5321 members 
Mstep: Class 45 contains 25237 members 
Mstep: Class 46 contains 21192 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14564 members 
Mstep: Class 50 contains 9546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64752508.000000 Penalty: 165936.437500
Iteration 100F: 51 clusters Score -6.475251e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 23753 members 
Mstep: Class 3 contains 19180 members 
Mstep: Class 4 contains 11086 members 
Mstep: Class 5 contains 9088 members 
Mstep: Class 6 contains 2223 members 
Mstep: Class 7 contains 16209 members 
Mstep: Class 8 contains 37404 members 
Mstep: Class 9 contains 8388 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 30002 members 
Mstep: Class 12 contains 4002 members 
Mstep: Class 13 contains 23789 members 
Mstep: Class 14 contains 20170 members 
Mstep: Class 15 contains 19981 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 6159 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9165 members 
Mstep: Class 21 contains 13185 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90145 members 
Mstep: Class 24 contains 57278 members 
Mstep: Class 25 contains 11836 members 
Mstep: Class 26 contains 5514 members 
Mstep: Class 27 contains 8919 members 
Mstep: Class 28 contains 13840 members 
Mstep: Class 29 contains 5587 members 
Mstep: Class 30 contains 7183 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 2899 members 
Mstep: Class 34 contains 2385 members 
Mstep: Class 35 contains 5007 members 
Mstep: Class 36 contains 8595 members 
Mstep: Class 37 contains 7602 members 
Mstep: Class 38 contains 41163 members 
Mstep: Class 39 contains 5356 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1231 members 
Mstep: Class 43 contains 11258 members 
Mstep: Class 44 contains 5323 members 
Mstep: Class 45 contains 25265 members 
Mstep: Class 46 contains 21382 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14571 members 
Mstep: Class 50 contains 9545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64752444.000000 Penalty: 165936.437500
Iteration 101Q: 51 clusters Score -6.475244e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 23704 members 
Mstep: Class 3 contains 19159 members 
Mstep: Class 4 contains 11062 members 
Mstep: Class 5 contains 9090 members 
Mstep: Class 6 contains 2223 members 
Mstep: Class 7 contains 16206 members 
Mstep: Class 8 contains 37334 members 
Mstep: Class 9 contains 8367 members 
Mstep: Class 10 contains 11460 members 
Mstep: Class 11 contains 30041 members 
Mstep: Class 12 contains 4010 members 
Mstep: Class 13 contains 23807 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 19985 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9200 members 
Mstep: Class 21 contains 13186 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 90146 members 
Mstep: Class 24 contains 57168 members 
Mstep: Class 25 contains 11858 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 8915 members 
Mstep: Class 28 contains 13838 members 
Mstep: Class 29 contains 5567 members 
Mstep: Class 30 contains 7175 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 2387 members 
Mstep: Class 35 contains 5018 members 
Mstep: Class 36 contains 8581 members 
Mstep: Class 37 contains 7595 members 
Mstep: Class 38 contains 41066 members 
Mstep: Class 39 contains 5413 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1231 members 
Mstep: Class 43 contains 11258 members 
Mstep: Class 44 contains 5330 members 
Mstep: Class 45 contains 25289 members 
Mstep: Class 46 contains 21563 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14568 members 
Mstep: Class 50 contains 9545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64752436.000000 Penalty: 165936.437500
Iteration 102Q: 51 clusters Score -6.475244e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 23642 members 
Mstep: Class 3 contains 19161 members 
Mstep: Class 4 contains 11035 members 
Mstep: Class 5 contains 9092 members 
Mstep: Class 6 contains 2223 members 
Mstep: Class 7 contains 16199 members 
Mstep: Class 8 contains 37270 members 
Mstep: Class 9 contains 8341 members 
Mstep: Class 10 contains 11455 members 
Mstep: Class 11 contains 30098 members 
Mstep: Class 12 contains 4018 members 
Mstep: Class 13 contains 23816 members 
Mstep: Class 14 contains 20244 members 
Mstep: Class 15 contains 19985 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9226 members 
Mstep: Class 21 contains 13183 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 90144 members 
Mstep: Class 24 contains 57058 members 
Mstep: Class 25 contains 11872 members 
Mstep: Class 26 contains 5547 members 
Mstep: Class 27 contains 8911 members 
Mstep: Class 28 contains 13843 members 
Mstep: Class 29 contains 5556 members 
Mstep: Class 30 contains 7172 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 2929 members 
Mstep: Class 34 contains 2391 members 
Mstep: Class 35 contains 5031 members 
Mstep: Class 36 contains 8571 members 
Mstep: Class 37 contains 7587 members 
Mstep: Class 38 contains 40965 members 
Mstep: Class 39 contains 5473 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1231 members 
Mstep: Class 43 contains 11254 members 
Mstep: Class 44 contains 5336 members 
Mstep: Class 45 contains 25314 members 
Mstep: Class 46 contains 21754 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14560 members 
Mstep: Class 50 contains 9554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64752596.000000 Penalty: 165936.437500
Iteration 103Q: 51 clusters Score -6.47526e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 23583 members 
Mstep: Class 3 contains 19142 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 9095 members 
Mstep: Class 6 contains 2223 members 
Mstep: Class 7 contains 16199 members 
Mstep: Class 8 contains 37202 members 
Mstep: Class 9 contains 8321 members 
Mstep: Class 10 contains 11450 members 
Mstep: Class 11 contains 30144 members 
Mstep: Class 12 contains 4027 members 
Mstep: Class 13 contains 23817 members 
Mstep: Class 14 contains 20259 members 
Mstep: Class 15 contains 19981 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 6225 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 13174 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 90146 members 
Mstep: Class 24 contains 56969 members 
Mstep: Class 25 contains 11888 members 
Mstep: Class 26 contains 5564 members 
Mstep: Class 27 contains 8908 members 
Mstep: Class 28 contains 13845 members 
Mstep: Class 29 contains 5545 members 
Mstep: Class 30 contains 7170 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 2941 members 
Mstep: Class 34 contains 2395 members 
Mstep: Class 35 contains 5047 members 
Mstep: Class 36 contains 8564 members 
Mstep: Class 37 contains 7588 members 
Mstep: Class 38 contains 40870 members 
Mstep: Class 39 contains 5520 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1231 members 
Mstep: Class 43 contains 11245 members 
Mstep: Class 44 contains 5344 members 
Mstep: Class 45 contains 25333 members 
Mstep: Class 46 contains 21958 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14542 members 
Mstep: Class 50 contains 9549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64752744.000000 Penalty: 165936.437500
Iteration 104Q: 51 clusters Score -6.475274e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 23502 members 
Mstep: Class 3 contains 19126 members 
Mstep: Class 4 contains 11014 members 
Mstep: Class 5 contains 9095 members 
Mstep: Class 6 contains 2224 members 
Mstep: Class 7 contains 16194 members 
Mstep: Class 8 contains 37158 members 
Mstep: Class 9 contains 8295 members 
Mstep: Class 10 contains 11445 members 
Mstep: Class 11 contains 30194 members 
Mstep: Class 12 contains 4042 members 
Mstep: Class 13 contains 23827 members 
Mstep: Class 14 contains 20278 members 
Mstep: Class 15 contains 19977 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 6242 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9297 members 
Mstep: Class 21 contains 13177 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 90147 members 
Mstep: Class 24 contains 56890 members 
Mstep: Class 25 contains 11897 members 
Mstep: Class 26 contains 5575 members 
Mstep: Class 27 contains 8907 members 
Mstep: Class 28 contains 13842 members 
Mstep: Class 29 contains 5537 members 
Mstep: Class 30 contains 7166 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 2955 members 
Mstep: Class 34 contains 2397 members 
Mstep: Class 35 contains 5063 members 
Mstep: Class 36 contains 8558 members 
Mstep: Class 37 contains 7588 members 
Mstep: Class 38 contains 40767 members 
Mstep: Class 39 contains 5564 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1231 members 
Mstep: Class 43 contains 11217 members 
Mstep: Class 44 contains 5344 members 
Mstep: Class 45 contains 25367 members 
Mstep: Class 46 contains 22155 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14524 members 
Mstep: Class 50 contains 9547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64752676.000000 Penalty: 165936.437500
Iteration 105Q: 51 clusters Score -6.475268e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 23423 members 
Mstep: Class 3 contains 19108 members 
Mstep: Class 4 contains 11002 members 
Mstep: Class 5 contains 9095 members 
Mstep: Class 6 contains 2224 members 
Mstep: Class 7 contains 16188 members 
Mstep: Class 8 contains 37087 members 
Mstep: Class 9 contains 8276 members 
Mstep: Class 10 contains 11442 members 
Mstep: Class 11 contains 30249 members 
Mstep: Class 12 contains 4053 members 
Mstep: Class 13 contains 23835 members 
Mstep: Class 14 contains 20286 members 
Mstep: Class 15 contains 19984 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 6258 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9331 members 
Mstep: Class 21 contains 13174 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 90144 members 
Mstep: Class 24 contains 56806 members 
Mstep: Class 25 contains 11906 members 
Mstep: Class 26 contains 5590 members 
Mstep: Class 27 contains 8907 members 
Mstep: Class 28 contains 13846 members 
Mstep: Class 29 contains 5538 members 
Mstep: Class 30 contains 7156 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 2958 members 
Mstep: Class 34 contains 2396 members 
Mstep: Class 35 contains 5080 members 
Mstep: Class 36 contains 8554 members 
Mstep: Class 37 contains 7583 members 
Mstep: Class 38 contains 40674 members 
Mstep: Class 39 contains 5599 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1231 members 
Mstep: Class 43 contains 11208 members 
Mstep: Class 44 contains 5349 members 
Mstep: Class 45 contains 25377 members 
Mstep: Class 46 contains 22382 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14516 members 
Mstep: Class 50 contains 9545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64752768.000000 Penalty: 165936.437500
Iteration 106Q: 51 clusters Score -6.475277e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 23363 members 
Mstep: Class 3 contains 19104 members 
Mstep: Class 4 contains 10992 members 
Mstep: Class 5 contains 9095 members 
Mstep: Class 6 contains 2225 members 
Mstep: Class 7 contains 16181 members 
Mstep: Class 8 contains 36994 members 
Mstep: Class 9 contains 8251 members 
Mstep: Class 10 contains 11442 members 
Mstep: Class 11 contains 30301 members 
Mstep: Class 12 contains 4062 members 
Mstep: Class 13 contains 23840 members 
Mstep: Class 14 contains 20292 members 
Mstep: Class 15 contains 19989 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 6269 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9359 members 
Mstep: Class 21 contains 13167 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 90142 members 
Mstep: Class 24 contains 56713 members 
Mstep: Class 25 contains 11921 members 
Mstep: Class 26 contains 5599 members 
Mstep: Class 27 contains 8907 members 
Mstep: Class 28 contains 13845 members 
Mstep: Class 29 contains 5545 members 
Mstep: Class 30 contains 7151 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 2966 members 
Mstep: Class 34 contains 2395 members 
Mstep: Class 35 contains 5090 members 
Mstep: Class 36 contains 8551 members 
Mstep: Class 37 contains 7579 members 
Mstep: Class 38 contains 40595 members 
Mstep: Class 39 contains 5631 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1231 members 
Mstep: Class 43 contains 11215 members 
Mstep: Class 44 contains 5357 members 
Mstep: Class 45 contains 25409 members 
Mstep: Class 46 contains 22580 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14498 members 
Mstep: Class 50 contains 9546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64752764.000000 Penalty: 165936.437500
Iteration 107Q: 51 clusters Score -6.475276e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 23284 members 
Mstep: Class 3 contains 19098 members 
Mstep: Class 4 contains 10975 members 
Mstep: Class 5 contains 9095 members 
Mstep: Class 6 contains 2226 members 
Mstep: Class 7 contains 16174 members 
Mstep: Class 8 contains 36919 members 
Mstep: Class 9 contains 8222 members 
Mstep: Class 10 contains 11437 members 
Mstep: Class 11 contains 30348 members 
Mstep: Class 12 contains 4071 members 
Mstep: Class 13 contains 23849 members 
Mstep: Class 14 contains 20314 members 
Mstep: Class 15 contains 19994 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 6286 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9392 members 
Mstep: Class 21 contains 13172 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 90139 members 
Mstep: Class 24 contains 56616 members 
Mstep: Class 25 contains 11933 members 
Mstep: Class 26 contains 5612 members 
Mstep: Class 27 contains 8906 members 
Mstep: Class 28 contains 13846 members 
Mstep: Class 29 contains 5545 members 
Mstep: Class 30 contains 7144 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 2977 members 
Mstep: Class 34 contains 2394 members 
Mstep: Class 35 contains 5103 members 
Mstep: Class 36 contains 8546 members 
Mstep: Class 37 contains 7581 members 
Mstep: Class 38 contains 40504 members 
Mstep: Class 39 contains 5662 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1231 members 
Mstep: Class 43 contains 11227 members 
Mstep: Class 44 contains 5361 members 
Mstep: Class 45 contains 25405 members 
Mstep: Class 46 contains 22785 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14497 members 
Mstep: Class 50 contains 9545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64752972.000000 Penalty: 165936.437500
Iteration 108Q: 51 clusters Score -6.475297e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 23200 members 
Mstep: Class 3 contains 19080 members 
Mstep: Class 4 contains 10960 members 
Mstep: Class 5 contains 9095 members 
Mstep: Class 6 contains 2228 members 
Mstep: Class 7 contains 16176 members 
Mstep: Class 8 contains 36854 members 
Mstep: Class 9 contains 8208 members 
Mstep: Class 10 contains 11428 members 
Mstep: Class 11 contains 30412 members 
Mstep: Class 12 contains 4081 members 
Mstep: Class 13 contains 23861 members 
Mstep: Class 14 contains 20331 members 
Mstep: Class 15 contains 19994 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 6313 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9412 members 
Mstep: Class 21 contains 13164 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 90139 members 
Mstep: Class 24 contains 56511 members 
Mstep: Class 25 contains 11950 members 
Mstep: Class 26 contains 5624 members 
Mstep: Class 27 contains 8902 members 
Mstep: Class 28 contains 13843 members 
Mstep: Class 29 contains 5545 members 
Mstep: Class 30 contains 7137 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 2988 members 
Mstep: Class 34 contains 2396 members 
Mstep: Class 35 contains 5118 members 
Mstep: Class 36 contains 8542 members 
Mstep: Class 37 contains 7582 members 
Mstep: Class 38 contains 40422 members 
Mstep: Class 39 contains 5690 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1231 members 
Mstep: Class 43 contains 11229 members 
Mstep: Class 44 contains 5367 members 
Mstep: Class 45 contains 25410 members 
Mstep: Class 46 contains 22993 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14496 members 
Mstep: Class 50 contains 9541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64752940.000000 Penalty: 165936.437500
Iteration 109Q: 51 clusters Score -6.475294e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 23115 members 
Mstep: Class 3 contains 19063 members 
Mstep: Class 4 contains 10947 members 
Mstep: Class 5 contains 9095 members 
Mstep: Class 6 contains 2228 members 
Mstep: Class 7 contains 16172 members 
Mstep: Class 8 contains 36790 members 
Mstep: Class 9 contains 8191 members 
Mstep: Class 10 contains 11423 members 
Mstep: Class 11 contains 30459 members 
Mstep: Class 12 contains 4091 members 
Mstep: Class 13 contains 23884 members 
Mstep: Class 14 contains 20344 members 
Mstep: Class 15 contains 19998 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 6337 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9443 members 
Mstep: Class 21 contains 13161 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 90135 members 
Mstep: Class 24 contains 56418 members 
Mstep: Class 25 contains 11960 members 
Mstep: Class 26 contains 5637 members 
Mstep: Class 27 contains 8904 members 
Mstep: Class 28 contains 13838 members 
Mstep: Class 29 contains 5540 members 
Mstep: Class 30 contains 7131 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3000 members 
Mstep: Class 34 contains 2397 members 
Mstep: Class 35 contains 5129 members 
Mstep: Class 36 contains 8539 members 
Mstep: Class 37 contains 7579 members 
Mstep: Class 38 contains 40342 members 
Mstep: Class 39 contains 5728 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1231 members 
Mstep: Class 43 contains 11229 members 
Mstep: Class 44 contains 5378 members 
Mstep: Class 45 contains 25410 members 
Mstep: Class 46 contains 23190 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14488 members 
Mstep: Class 50 contains 9544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753204.000000 Penalty: 165936.437500
Iteration 110Q: 51 clusters Score -6.47532e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 23039 members 
Mstep: Class 3 contains 19049 members 
Mstep: Class 4 contains 10934 members 
Mstep: Class 5 contains 9095 members 
Mstep: Class 6 contains 2228 members 
Mstep: Class 7 contains 16164 members 
Mstep: Class 8 contains 36723 members 
Mstep: Class 9 contains 8173 members 
Mstep: Class 10 contains 11421 members 
Mstep: Class 11 contains 30502 members 
Mstep: Class 12 contains 4103 members 
Mstep: Class 13 contains 23904 members 
Mstep: Class 14 contains 20367 members 
Mstep: Class 15 contains 20003 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 6350 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9467 members 
Mstep: Class 21 contains 13164 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 90135 members 
Mstep: Class 24 contains 56324 members 
Mstep: Class 25 contains 11966 members 
Mstep: Class 26 contains 5649 members 
Mstep: Class 27 contains 8902 members 
Mstep: Class 28 contains 13836 members 
Mstep: Class 29 contains 5525 members 
Mstep: Class 30 contains 7127 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3004 members 
Mstep: Class 34 contains 2396 members 
Mstep: Class 35 contains 5136 members 
Mstep: Class 36 contains 8534 members 
Mstep: Class 37 contains 7576 members 
Mstep: Class 38 contains 40259 members 
Mstep: Class 39 contains 5768 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1231 members 
Mstep: Class 43 contains 11233 members 
Mstep: Class 44 contains 5388 members 
Mstep: Class 45 contains 25427 members 
Mstep: Class 46 contains 23385 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14482 members 
Mstep: Class 50 contains 9547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753456.000000 Penalty: 165936.437500
Iteration 111Q: 51 clusters Score -6.475346e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 22980 members 
Mstep: Class 3 contains 19029 members 
Mstep: Class 4 contains 10925 members 
Mstep: Class 5 contains 9095 members 
Mstep: Class 6 contains 2228 members 
Mstep: Class 7 contains 16155 members 
Mstep: Class 8 contains 36659 members 
Mstep: Class 9 contains 8162 members 
Mstep: Class 10 contains 11418 members 
Mstep: Class 11 contains 30543 members 
Mstep: Class 12 contains 4117 members 
Mstep: Class 13 contains 23916 members 
Mstep: Class 14 contains 20395 members 
Mstep: Class 15 contains 19998 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 6355 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9496 members 
Mstep: Class 21 contains 13163 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 90132 members 
Mstep: Class 24 contains 56250 members 
Mstep: Class 25 contains 11971 members 
Mstep: Class 26 contains 5660 members 
Mstep: Class 27 contains 8899 members 
Mstep: Class 28 contains 13834 members 
Mstep: Class 29 contains 5508 members 
Mstep: Class 30 contains 7125 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3010 members 
Mstep: Class 34 contains 2395 members 
Mstep: Class 35 contains 5144 members 
Mstep: Class 36 contains 8527 members 
Mstep: Class 37 contains 7573 members 
Mstep: Class 38 contains 40183 members 
Mstep: Class 39 contains 5807 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1230 members 
Mstep: Class 43 contains 11225 members 
Mstep: Class 44 contains 5402 members 
Mstep: Class 45 contains 25438 members 
Mstep: Class 46 contains 23561 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14481 members 
Mstep: Class 50 contains 9551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753400.000000 Penalty: 165936.437500
Iteration 112Q: 51 clusters Score -6.47534e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 22915 members 
Mstep: Class 3 contains 19015 members 
Mstep: Class 4 contains 10914 members 
Mstep: Class 5 contains 9095 members 
Mstep: Class 6 contains 2228 members 
Mstep: Class 7 contains 16146 members 
Mstep: Class 8 contains 36594 members 
Mstep: Class 9 contains 8146 members 
Mstep: Class 10 contains 11413 members 
Mstep: Class 11 contains 30591 members 
Mstep: Class 12 contains 4127 members 
Mstep: Class 13 contains 23929 members 
Mstep: Class 14 contains 20419 members 
Mstep: Class 15 contains 20006 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 6363 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9518 members 
Mstep: Class 21 contains 13164 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 90131 members 
Mstep: Class 24 contains 56162 members 
Mstep: Class 25 contains 11975 members 
Mstep: Class 26 contains 5670 members 
Mstep: Class 27 contains 8896 members 
Mstep: Class 28 contains 13832 members 
Mstep: Class 29 contains 5494 members 
Mstep: Class 30 contains 7116 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3019 members 
Mstep: Class 34 contains 2396 members 
Mstep: Class 35 contains 5157 members 
Mstep: Class 36 contains 8524 members 
Mstep: Class 37 contains 7572 members 
Mstep: Class 38 contains 40122 members 
Mstep: Class 39 contains 5846 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1230 members 
Mstep: Class 43 contains 11216 members 
Mstep: Class 44 contains 5404 members 
Mstep: Class 45 contains 25455 members 
Mstep: Class 46 contains 23743 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14472 members 
Mstep: Class 50 contains 9548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753576.000000 Penalty: 165936.437500
Iteration 113Q: 51 clusters Score -6.475358e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 22850 members 
Mstep: Class 3 contains 19004 members 
Mstep: Class 4 contains 10908 members 
Mstep: Class 5 contains 9096 members 
Mstep: Class 6 contains 2228 members 
Mstep: Class 7 contains 16143 members 
Mstep: Class 8 contains 36535 members 
Mstep: Class 9 contains 8130 members 
Mstep: Class 10 contains 11409 members 
Mstep: Class 11 contains 30639 members 
Mstep: Class 12 contains 4133 members 
Mstep: Class 13 contains 23940 members 
Mstep: Class 14 contains 20434 members 
Mstep: Class 15 contains 20008 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 6369 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9547 members 
Mstep: Class 21 contains 13168 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 90128 members 
Mstep: Class 24 contains 56081 members 
Mstep: Class 25 contains 11974 members 
Mstep: Class 26 contains 5672 members 
Mstep: Class 27 contains 8894 members 
Mstep: Class 28 contains 13833 members 
Mstep: Class 29 contains 5484 members 
Mstep: Class 30 contains 7112 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3025 members 
Mstep: Class 34 contains 2398 members 
Mstep: Class 35 contains 5173 members 
Mstep: Class 36 contains 8520 members 
Mstep: Class 37 contains 7569 members 
Mstep: Class 38 contains 40070 members 
Mstep: Class 39 contains 5883 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1230 members 
Mstep: Class 43 contains 11203 members 
Mstep: Class 44 contains 5407 members 
Mstep: Class 45 contains 25462 members 
Mstep: Class 46 contains 23915 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14466 members 
Mstep: Class 50 contains 9549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753572.000000 Penalty: 165936.437500
Iteration 114Q: 51 clusters Score -6.475357e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 22802 members 
Mstep: Class 3 contains 18988 members 
Mstep: Class 4 contains 10900 members 
Mstep: Class 5 contains 9096 members 
Mstep: Class 6 contains 2228 members 
Mstep: Class 7 contains 16137 members 
Mstep: Class 8 contains 36472 members 
Mstep: Class 9 contains 8118 members 
Mstep: Class 10 contains 11403 members 
Mstep: Class 11 contains 30682 members 
Mstep: Class 12 contains 4138 members 
Mstep: Class 13 contains 23956 members 
Mstep: Class 14 contains 20444 members 
Mstep: Class 15 contains 20008 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 6384 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9579 members 
Mstep: Class 21 contains 13173 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 90126 members 
Mstep: Class 24 contains 55988 members 
Mstep: Class 25 contains 11975 members 
Mstep: Class 26 contains 5682 members 
Mstep: Class 27 contains 8893 members 
Mstep: Class 28 contains 13834 members 
Mstep: Class 29 contains 5468 members 
Mstep: Class 30 contains 7107 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 2400 members 
Mstep: Class 35 contains 5189 members 
Mstep: Class 36 contains 8516 members 
Mstep: Class 37 contains 7566 members 
Mstep: Class 38 contains 40018 members 
Mstep: Class 39 contains 5923 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1230 members 
Mstep: Class 43 contains 11186 members 
Mstep: Class 44 contains 5413 members 
Mstep: Class 45 contains 25471 members 
Mstep: Class 46 contains 24083 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14450 members 
Mstep: Class 50 contains 9555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753780.000000 Penalty: 165936.437500
Iteration 115Q: 51 clusters Score -6.475378e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 22749 members 
Mstep: Class 3 contains 18967 members 
Mstep: Class 4 contains 10886 members 
Mstep: Class 5 contains 9097 members 
Mstep: Class 6 contains 2228 members 
Mstep: Class 7 contains 16131 members 
Mstep: Class 8 contains 36396 members 
Mstep: Class 9 contains 8109 members 
Mstep: Class 10 contains 11398 members 
Mstep: Class 11 contains 30729 members 
Mstep: Class 12 contains 4143 members 
Mstep: Class 13 contains 23965 members 
Mstep: Class 14 contains 20456 members 
Mstep: Class 15 contains 20009 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 6396 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9619 members 
Mstep: Class 21 contains 13177 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90122 members 
Mstep: Class 24 contains 55897 members 
Mstep: Class 25 contains 11978 members 
Mstep: Class 26 contains 5684 members 
Mstep: Class 27 contains 8892 members 
Mstep: Class 28 contains 13838 members 
Mstep: Class 29 contains 5449 members 
Mstep: Class 30 contains 7106 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 2402 members 
Mstep: Class 35 contains 5200 members 
Mstep: Class 36 contains 8511 members 
Mstep: Class 37 contains 7561 members 
Mstep: Class 38 contains 39973 members 
Mstep: Class 39 contains 5964 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1230 members 
Mstep: Class 43 contains 11173 members 
Mstep: Class 44 contains 5418 members 
Mstep: Class 45 contains 25477 members 
Mstep: Class 46 contains 24254 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14439 members 
Mstep: Class 50 contains 9561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753844.000000 Penalty: 165936.437500
Iteration 116Q: 51 clusters Score -6.475384e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 22704 members 
Mstep: Class 3 contains 18951 members 
Mstep: Class 4 contains 10876 members 
Mstep: Class 5 contains 9097 members 
Mstep: Class 6 contains 2228 members 
Mstep: Class 7 contains 16122 members 
Mstep: Class 8 contains 36300 members 
Mstep: Class 9 contains 8097 members 
Mstep: Class 10 contains 11392 members 
Mstep: Class 11 contains 30779 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 23972 members 
Mstep: Class 14 contains 20473 members 
Mstep: Class 15 contains 20008 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 6411 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9658 members 
Mstep: Class 21 contains 13174 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 90121 members 
Mstep: Class 24 contains 55813 members 
Mstep: Class 25 contains 11984 members 
Mstep: Class 26 contains 5688 members 
Mstep: Class 27 contains 8890 members 
Mstep: Class 28 contains 13842 members 
Mstep: Class 29 contains 5433 members 
Mstep: Class 30 contains 7098 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3038 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 5206 members 
Mstep: Class 36 contains 8507 members 
Mstep: Class 37 contains 7561 members 
Mstep: Class 38 contains 39939 members 
Mstep: Class 39 contains 6008 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1230 members 
Mstep: Class 43 contains 11165 members 
Mstep: Class 44 contains 5425 members 
Mstep: Class 45 contains 25490 members 
Mstep: Class 46 contains 24410 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14429 members 
Mstep: Class 50 contains 9559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753972.000000 Penalty: 165936.437500
Iteration 117Q: 51 clusters Score -6.475397e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 22633 members 
Mstep: Class 3 contains 18931 members 
Mstep: Class 4 contains 10865 members 
Mstep: Class 5 contains 9097 members 
Mstep: Class 6 contains 2228 members 
Mstep: Class 7 contains 16112 members 
Mstep: Class 8 contains 36225 members 
Mstep: Class 9 contains 8082 members 
Mstep: Class 10 contains 11391 members 
Mstep: Class 11 contains 30836 members 
Mstep: Class 12 contains 4152 members 
Mstep: Class 13 contains 23979 members 
Mstep: Class 14 contains 20485 members 
Mstep: Class 15 contains 20012 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 6422 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9698 members 
Mstep: Class 21 contains 13177 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 90119 members 
Mstep: Class 24 contains 55733 members 
Mstep: Class 25 contains 11993 members 
Mstep: Class 26 contains 5690 members 
Mstep: Class 27 contains 8889 members 
Mstep: Class 28 contains 13836 members 
Mstep: Class 29 contains 5420 members 
Mstep: Class 30 contains 7090 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3041 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 5208 members 
Mstep: Class 36 contains 8501 members 
Mstep: Class 37 contains 7562 members 
Mstep: Class 38 contains 39913 members 
Mstep: Class 39 contains 6064 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1230 members 
Mstep: Class 43 contains 11168 members 
Mstep: Class 44 contains 5432 members 
Mstep: Class 45 contains 25495 members 
Mstep: Class 46 contains 24549 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14414 members 
Mstep: Class 50 contains 9560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753892.000000 Penalty: 165936.437500
Iteration 118Q: 51 clusters Score -6.475389e+07 nChanged 642
Entering ConstructFrom: 
Score: -64753892.000000 Penalty: 165936.437500
Entering ConstructFrom: 
Trying to split cluster 1 (14931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Entering Unmasked Estep 
Score: -1606710.125000 Penalty: 2383.576172
	Iteration 0F: 2 clusters Score -1606710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1595953.250000 Penalty: 4767.152344
	Iteration 0F: 3 clusters Score -1595953 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1599512.000000 Penalty: 4767.152344
	Iteration 1F: 3 clusters Score -1599512 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1600053.250000 Penalty: 4767.152344
	Iteration 2F: 3 clusters Score -1600053 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1600585.375000 Penalty: 4767.152344
	Iteration 3F: 3 clusters Score -1600585 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1601142.750000 Penalty: 4767.152344
	Iteration 4F: 3 clusters Score -1601143 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1601694.375000 Penalty: 4767.152344
	Iteration 5F: 3 clusters Score -1601694 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1602202.875000 Penalty: 4767.152344
	Iteration 6F: 3 clusters Score -1602203 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1602667.750000 Penalty: 4767.152344
	Iteration 7Q: 3 clusters Score -1602668 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1603121.125000 Penalty: 4767.152344
	Iteration 8Q: 3 clusters Score -1603121 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1603541.625000 Penalty: 4767.152344
	Iteration 9Q: 3 clusters Score -1603542 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1603972.625000 Penalty: 4767.152344
	Iteration 10Q: 3 clusters Score -1603973 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1604304.875000 Penalty: 4767.152344
	Iteration 11Q: 3 clusters Score -1604305 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1604531.250000 Penalty: 4767.152344
	Iteration 12Q: 3 clusters Score -1604531 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1604667.375000 Penalty: 4767.152344
	Iteration 13Q: 3 clusters Score -1604667 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1604782.750000 Penalty: 4767.152344
	Iteration 14Q: 3 clusters Score -1604783 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1604869.375000 Penalty: 4767.152344
	Iteration 15Q: 3 clusters Score -1604869 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1604945.125000 Penalty: 4767.152344
	Iteration 16Q: 3 clusters Score -1604945 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1604995.625000 Penalty: 4767.152344
	Iteration 17Q: 3 clusters Score -1604996 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1605039.750000 Penalty: 4767.152344
	Iteration 18Q: 3 clusters Score -1605040 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1605083.000000 Penalty: 4767.152344
	Iteration 19Q: 3 clusters Score -1605083 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1605105.125000 Penalty: 4767.152344
	Iteration 20F: 3 clusters Score -1605105 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1605125.000000 Penalty: 4767.152344
	Iteration 21Q: 3 clusters Score -1605125 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1605144.500000 Penalty: 4767.152344
	Iteration 22Q: 3 clusters Score -1605144 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1605149.250000 Penalty: 4767.152344
	Iteration 23Q: 3 clusters Score -1605149 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1605156.125000 Penalty: 4767.152344
	Iteration 24Q: 3 clusters Score -1605156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1605160.625000 Penalty: 4767.152344
	Iteration 25Q: 3 clusters Score -1605161 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1605171.000000 Penalty: 4767.152344
	Iteration 26Q: 3 clusters Score -1605171 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1605170.375000 Penalty: 4767.152344
	Iteration 27Q: 3 clusters Score -1605170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1605175.250000 Penalty: 4767.152344
	Iteration 28Q: 3 clusters Score -1605175 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1605183.000000 Penalty: 4767.152344
	Iteration 29Q: 3 clusters Score -1605183 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1605183.375000 Penalty: 4767.152344
	Iteration 30Q: 3 clusters Score -1605183 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1605181.000000 Penalty: 4767.152344
	Iteration 31Q: 3 clusters Score -1605181 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1605188.000000 Penalty: 4767.152344
	Iteration 32Q: 3 clusters Score -1605188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1605192.500000 Penalty: 4767.152344
	Iteration 33Q: 3 clusters Score -1605192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1605199.125000 Penalty: 4767.152344
	Iteration 34Q: 3 clusters Score -1605199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1605201.000000 Penalty: 4767.152344
	Iteration 35Q: 3 clusters Score -1605201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1605203.250000 Penalty: 4767.152344
	Iteration 36Q: 3 clusters Score -1605203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1605206.500000 Penalty: 4767.152344
	Iteration 37Q: 3 clusters Score -1605206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1605208.250000 Penalty: 4767.152344
	Iteration 38Q: 3 clusters Score -1605208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1605208.125000 Penalty: 4767.152344
	Iteration 39Q: 3 clusters Score -1605208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1605207.000000 Penalty: 4767.152344
	Iteration 40F: 3 clusters Score -1605207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1605207.875000 Penalty: 4767.152344
	Iteration 41Q: 3 clusters Score -1605208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1605211.625000 Penalty: 4767.152344
	Iteration 42Q: 3 clusters Score -1605212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1605212.875000 Penalty: 4767.152344
	Iteration 43Q: 3 clusters Score -1605213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1605212.625000 Penalty: 4767.152344
	Iteration 44Q: 3 clusters Score -1605213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1605212.250000 Penalty: 4767.152344
	Iteration 45Q: 3 clusters Score -1605212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1605212.125000 Penalty: 4767.152344
	Iteration 46Q: 3 clusters Score -1605212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1605217.000000 Penalty: 4767.152344
	Iteration 47Q: 3 clusters Score -1605217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1605216.750000 Penalty: 4767.152344
	Iteration 48Q: 3 clusters Score -1605217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1605221.625000 Penalty: 4767.152344
	Iteration 49Q: 3 clusters Score -1605222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1605223.750000 Penalty: 4767.152344
	Iteration 50Q: 3 clusters Score -1605224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1605220.875000 Penalty: 4767.152344
	Iteration 51Q: 3 clusters Score -1605221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1605224.250000 Penalty: 4767.152344
	Iteration 52Q: 3 clusters Score -1605224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1605224.875000 Penalty: 4767.152344
	Iteration 53Q: 3 clusters Score -1605225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1605224.875000 Penalty: 4767.152344
	Iteration 54Q: 3 clusters Score -1605225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1605224.875000 Penalty: 4767.152344
	Iteration 55Q: 3 clusters Score -1605225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1605220.250000 Penalty: 4767.152344
	Iteration 56Q: 3 clusters Score -1605220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1605225.875000 Penalty: 4767.152344
	Iteration 57Q: 3 clusters Score -1605226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1605223.250000 Penalty: 4767.152344
	Iteration 58Q: 3 clusters Score -1605223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1605225.250000 Penalty: 4767.152344
	Iteration 59Q: 3 clusters Score -1605225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1605227.750000 Penalty: 4767.152344
	Iteration 60F: 3 clusters Score -1605228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1605229.500000 Penalty: 4767.152344
	Iteration 61Q: 3 clusters Score -1605230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1605231.500000 Penalty: 4767.152344
	Iteration 62Q: 3 clusters Score -1605232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1605232.250000 Penalty: 4767.152344
	Iteration 63Q: 3 clusters Score -1605232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1605230.500000 Penalty: 4767.152344
	Iteration 64Q: 3 clusters Score -1605230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1605233.125000 Penalty: 4767.152344
	Iteration 65Q: 3 clusters Score -1605233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1605233.125000 Penalty: 4767.152344
	Iteration 66F: 3 clusters Score -1605233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Entering Unmasked Estep 
Score: -2427694.750000 Penalty: 2486.177246
	Iteration 0F: 2 clusters Score -2427695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2411754.500000 Penalty: 4972.354492
	Iteration 0F: 3 clusters Score -2411754 nChanged 10183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2417594.250000 Penalty: 4972.354492
	Iteration 1F: 3 clusters Score -2417594 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2418300.250000 Penalty: 4972.354492
	Iteration 2F: 3 clusters Score -2418300 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2418975.000000 Penalty: 4972.354492
	Iteration 3F: 3 clusters Score -2418975 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2419601.500000 Penalty: 4972.354492
	Iteration 4F: 3 clusters Score -2419602 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2420276.250000 Penalty: 4972.354492
	Iteration 5F: 3 clusters Score -2420276 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2421028.500000 Penalty: 4972.354492
	Iteration 6F: 3 clusters Score -2421028 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2421945.000000 Penalty: 4972.354492
	Iteration 7F: 3 clusters Score -2421945 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -2422879.750000 Penalty: 4972.354492
	Iteration 8F: 3 clusters Score -2422880 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2423730.000000 Penalty: 4972.354492
	Iteration 9Q: 3 clusters Score -2423730 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2424457.250000 Penalty: 4972.354492
	Iteration 10Q: 3 clusters Score -2424457 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2425038.750000 Penalty: 4972.354492
	Iteration 11Q: 3 clusters Score -2425039 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2425429.500000 Penalty: 4972.354492
	Iteration 12Q: 3 clusters Score -2425430 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2425699.000000 Penalty: 4972.354492
	Iteration 13Q: 3 clusters Score -2425699 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2425868.750000 Penalty: 4972.354492
	Iteration 14Q: 3 clusters Score -2425869 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2425963.500000 Penalty: 4972.354492
	Iteration 15Q: 3 clusters Score -2425964 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2426029.000000 Penalty: 4972.354492
	Iteration 16Q: 3 clusters Score -2426029 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2426067.250000 Penalty: 4972.354492
	Iteration 17Q: 3 clusters Score -2426067 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2426097.750000 Penalty: 4972.354492
	Iteration 18Q: 3 clusters Score -2426098 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2426128.000000 Penalty: 4972.354492
	Iteration 19Q: 3 clusters Score -2426128 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2426175.500000 Penalty: 4972.354492
	Iteration 20F: 3 clusters Score -2426176 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2426239.250000 Penalty: 4972.354492
	Iteration 21Q: 3 clusters Score -2426239 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2426286.250000 Penalty: 4972.354492
	Iteration 22Q: 3 clusters Score -2426286 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2426311.000000 Penalty: 4972.354492
	Iteration 23Q: 3 clusters Score -2426311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2426323.500000 Penalty: 4972.354492
	Iteration 24Q: 3 clusters Score -2426324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2426333.750000 Penalty: 4972.354492
	Iteration 25Q: 3 clusters Score -2426334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2426341.000000 Penalty: 4972.354492
	Iteration 26Q: 3 clusters Score -2426341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2426346.000000 Penalty: 4972.354492
	Iteration 27Q: 3 clusters Score -2426346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2426347.000000 Penalty: 4972.354492
	Iteration 28Q: 3 clusters Score -2426347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2426350.250000 Penalty: 4972.354492
	Iteration 29Q: 3 clusters Score -2426350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2426354.750000 Penalty: 4972.354492
	Iteration 30Q: 3 clusters Score -2426355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2426359.250000 Penalty: 4972.354492
	Iteration 31Q: 3 clusters Score -2426359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2426357.750000 Penalty: 4972.354492
	Iteration 32Q: 3 clusters Score -2426358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2426359.500000 Penalty: 4972.354492
	Iteration 33Q: 3 clusters Score -2426360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2426361.000000 Penalty: 4972.354492
	Iteration 34Q: 3 clusters Score -2426361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2426361.000000 Penalty: 4972.354492
	Iteration 35F: 3 clusters Score -2426361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Entering Unmasked Estep 
Score: -1857911.250000 Penalty: 2442.389404
	Iteration 0F: 2 clusters Score -1857911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1844545.125000 Penalty: 4884.778809
	Iteration 0F: 3 clusters Score -1844545 nChanged 8349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1849158.250000 Penalty: 4884.778809
	Iteration 1F: 3 clusters Score -1849158 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1849872.750000 Penalty: 4884.778809
	Iteration 2F: 3 clusters Score -1849873 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1850627.500000 Penalty: 4884.778809
	Iteration 3F: 3 clusters Score -1850628 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1851320.375000 Penalty: 4884.778809
	Iteration 4F: 3 clusters Score -1851320 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1851971.000000 Penalty: 4884.778809
	Iteration 5F: 3 clusters Score -1851971 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1852529.375000 Penalty: 4884.778809
	Iteration 6F: 3 clusters Score -1852529 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1853013.375000 Penalty: 4884.778809
	Iteration 7Q: 3 clusters Score -1853013 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1853461.500000 Penalty: 4884.778809
	Iteration 8Q: 3 clusters Score -1853462 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1853832.000000 Penalty: 4884.778809
	Iteration 9Q: 3 clusters Score -1853832 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1854118.000000 Penalty: 4884.778809
	Iteration 10Q: 3 clusters Score -1854118 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1854353.625000 Penalty: 4884.778809
	Iteration 11Q: 3 clusters Score -1854354 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1854580.250000 Penalty: 4884.778809
	Iteration 12Q: 3 clusters Score -1854580 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1854749.375000 Penalty: 4884.778809
	Iteration 13Q: 3 clusters Score -1854749 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1854875.250000 Penalty: 4884.778809
	Iteration 14Q: 3 clusters Score -1854875 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1854986.000000 Penalty: 4884.778809
	Iteration 15Q: 3 clusters Score -1854986 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1855070.375000 Penalty: 4884.778809
	Iteration 16Q: 3 clusters Score -1855070 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1855131.750000 Penalty: 4884.778809
	Iteration 17Q: 3 clusters Score -1855132 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1855178.250000 Penalty: 4884.778809
	Iteration 18Q: 3 clusters Score -1855178 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1855209.375000 Penalty: 4884.778809
	Iteration 19Q: 3 clusters Score -1855209 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1855232.625000 Penalty: 4884.778809
	Iteration 20F: 3 clusters Score -1855233 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1855253.625000 Penalty: 4884.778809
	Iteration 21Q: 3 clusters Score -1855254 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1855271.125000 Penalty: 4884.778809
	Iteration 22Q: 3 clusters Score -1855271 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1855283.250000 Penalty: 4884.778809
	Iteration 23Q: 3 clusters Score -1855283 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1855284.000000 Penalty: 4884.778809
	Iteration 24Q: 3 clusters Score -1855284 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1855293.500000 Penalty: 4884.778809
	Iteration 25Q: 3 clusters Score -1855294 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1855297.500000 Penalty: 4884.778809
	Iteration 26Q: 3 clusters Score -1855298 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1855300.000000 Penalty: 4884.778809
	Iteration 27Q: 3 clusters Score -1855300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1855300.000000 Penalty: 4884.778809
	Iteration 28Q: 3 clusters Score -1855300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1855309.125000 Penalty: 4884.778809
	Iteration 29Q: 3 clusters Score -1855309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1855308.000000 Penalty: 4884.778809
	Iteration 30Q: 3 clusters Score -1855308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1855313.750000 Penalty: 4884.778809
	Iteration 31Q: 3 clusters Score -1855314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1855308.500000 Penalty: 4884.778809
	Iteration 32Q: 3 clusters Score -1855308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1855311.375000 Penalty: 4884.778809
	Iteration 33Q: 3 clusters Score -1855311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1855311.125000 Penalty: 4884.778809
	Iteration 34Q: 3 clusters Score -1855311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1855313.250000 Penalty: 4884.778809
	Iteration 35Q: 3 clusters Score -1855313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1855311.000000 Penalty: 4884.778809
	Iteration 36Q: 3 clusters Score -1855311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1855312.250000 Penalty: 4884.778809
	Iteration 37Q: 3 clusters Score -1855312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1855312.875000 Penalty: 4884.778809
	Iteration 38Q: 3 clusters Score -1855313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1855314.375000 Penalty: 4884.778809
	Iteration 39Q: 3 clusters Score -1855314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1855310.375000 Penalty: 4884.778809
	Iteration 40F: 3 clusters Score -1855310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1855311.375000 Penalty: 4884.778809
	Iteration 41Q: 3 clusters Score -1855311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1855313.250000 Penalty: 4884.778809
	Iteration 42Q: 3 clusters Score -1855313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1855313.250000 Penalty: 4884.778809
	Iteration 43F: 3 clusters Score -1855313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Entering Unmasked Estep 
Score: -1167372.250000 Penalty: 2304.487549
	Iteration 0F: 2 clusters Score -1167372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1159200.250000 Penalty: 4608.975098
	Iteration 0F: 3 clusters Score -1159200 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1161715.500000 Penalty: 4608.975098
	Iteration 1F: 3 clusters Score -1161716 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1162113.125000 Penalty: 4608.975098
	Iteration 2F: 3 clusters Score -1162113 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1162538.625000 Penalty: 4608.975098
	Iteration 3F: 3 clusters Score -1162539 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1163033.875000 Penalty: 4608.975098
	Iteration 4F: 3 clusters Score -1163034 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1163591.375000 Penalty: 4608.975098
	Iteration 5F: 3 clusters Score -1163591 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1164198.750000 Penalty: 4608.975098
	Iteration 6F: 3 clusters Score -1164199 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1164725.750000 Penalty: 4608.975098
	Iteration 7F: 3 clusters Score -1164726 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1165173.625000 Penalty: 4608.975098
	Iteration 8F: 3 clusters Score -1165174 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1165569.750000 Penalty: 4608.975098
	Iteration 9F: 3 clusters Score -1165570 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1165880.875000 Penalty: 4608.975098
	Iteration 10Q: 3 clusters Score -1165881 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1166133.750000 Penalty: 4608.975098
	Iteration 11Q: 3 clusters Score -1166134 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1166327.875000 Penalty: 4608.975098
	Iteration 12Q: 3 clusters Score -1166328 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1166488.750000 Penalty: 4608.975098
	Iteration 13Q: 3 clusters Score -1166489 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1166623.000000 Penalty: 4608.975098
	Iteration 14Q: 3 clusters Score -1166623 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1166722.375000 Penalty: 4608.975098
	Iteration 15Q: 3 clusters Score -1166722 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1166799.500000 Penalty: 4608.975098
	Iteration 16Q: 3 clusters Score -1166800 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1166864.750000 Penalty: 4608.975098
	Iteration 17Q: 3 clusters Score -1166865 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1166924.375000 Penalty: 4608.975098
	Iteration 18Q: 3 clusters Score -1166924 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1166995.125000 Penalty: 4608.975098
	Iteration 19Q: 3 clusters Score -1166995 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1167099.250000 Penalty: 4608.975098
	Iteration 20F: 3 clusters Score -1167099 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1167230.500000 Penalty: 4608.975098
	Iteration 21Q: 3 clusters Score -1167230 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1167433.250000 Penalty: 4608.975098
	Iteration 22Q: 3 clusters Score -1167433 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1167774.625000 Penalty: 4608.975098
	Iteration 23Q: 3 clusters Score -1167775 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1168279.625000 Penalty: 4608.975098
	Iteration 24Q: 3 clusters Score -1168280 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1168664.625000 Penalty: 4608.975098
	Iteration 25Q: 3 clusters Score -1168665 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1168890.625000 Penalty: 4608.975098
	Iteration 26Q: 3 clusters Score -1168891 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1169043.125000 Penalty: 4608.975098
	Iteration 27Q: 3 clusters Score -1169043 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1169122.375000 Penalty: 4608.975098
	Iteration 28Q: 3 clusters Score -1169122 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1169172.125000 Penalty: 4608.975098
	Iteration 29Q: 3 clusters Score -1169172 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1169208.375000 Penalty: 4608.975098
	Iteration 30Q: 3 clusters Score -1169208 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1169252.875000 Penalty: 4608.975098
	Iteration 31Q: 3 clusters Score -1169253 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1169285.625000 Penalty: 4608.975098
	Iteration 32Q: 3 clusters Score -1169286 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1169312.000000 Penalty: 4608.975098
	Iteration 33Q: 3 clusters Score -1169312 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1169328.250000 Penalty: 4608.975098
	Iteration 34Q: 3 clusters Score -1169328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1169339.875000 Penalty: 4608.975098
	Iteration 35Q: 3 clusters Score -1169340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1169343.000000 Penalty: 4608.975098
	Iteration 36Q: 3 clusters Score -1169343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1169346.500000 Penalty: 4608.975098
	Iteration 37Q: 3 clusters Score -1169346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1169344.750000 Penalty: 4608.975098
	Iteration 38Q: 3 clusters Score -1169345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1169346.000000 Penalty: 4608.975098
	Iteration 39Q: 3 clusters Score -1169346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1169346.500000 Penalty: 4608.975098
	Iteration 40F: 3 clusters Score -1169346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1169346.250000 Penalty: 4608.975098
	Iteration 41Q: 3 clusters Score -1169346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1169344.875000 Penalty: 4608.975098
	Iteration 42Q: 3 clusters Score -1169345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1169345.625000 Penalty: 4608.975098
	Iteration 43Q: 3 clusters Score -1169346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1169345.625000 Penalty: 4608.975098
	Iteration 44F: 3 clusters Score -1169346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 22582 members 
Mstep: Class 3 contains 18927 members 
Mstep: Class 4 contains 5019 members 
Mstep: Class 5 contains 9097 members 
Mstep: Class 6 contains 2228 members 
Mstep: Class 7 contains 16107 members 
Mstep: Class 8 contains 36136 members 
Mstep: Class 9 contains 8068 members 
Mstep: Class 10 contains 11386 members 
Mstep: Class 11 contains 30887 members 
Mstep: Class 12 contains 4157 members 
Mstep: Class 13 contains 23992 members 
Mstep: Class 14 contains 20500 members 
Mstep: Class 15 contains 20002 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 6438 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9729 members 
Mstep: Class 21 contains 13176 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 90120 members 
Mstep: Class 24 contains 55650 members 
Mstep: Class 25 contains 11999 members 
Mstep: Class 26 contains 5691 members 
Mstep: Class 27 contains 8887 members 
Mstep: Class 28 contains 13835 members 
Mstep: Class 29 contains 5408 members 
Mstep: Class 30 contains 7085 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3048 members 
Mstep: Class 34 contains 2403 members 
Mstep: Class 35 contains 5209 members 
Mstep: Class 36 contains 8498 members 
Mstep: Class 37 contains 7561 members 
Mstep: Class 38 contains 39873 members 
Mstep: Class 39 contains 6113 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1229 members 
Mstep: Class 43 contains 11173 members 
Mstep: Class 44 contains 5438 members 
Mstep: Class 45 contains 25505 members 
Mstep: Class 46 contains 24682 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14408 members 
Mstep: Class 50 contains 9567 members 
Mstep: Class 51 contains 5835 members 
Entering Unmasked Estep 
Score: -64755092.000000 Penalty: 169255.156250
Splitting cluster 4 changes total score from -64753892.000000 to -64755092.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 5 (9097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Entering Unmasked Estep 
Score: -971172.187500 Penalty: 2260.693604
	Iteration 0F: 2 clusters Score -971172.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -964010.937500 Penalty: 4521.387207
	Iteration 0F: 3 clusters Score -964010.9 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -966073.500000 Penalty: 4521.387207
	Iteration 1F: 3 clusters Score -966073.5 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -966423.812500 Penalty: 4521.387207
	Iteration 2F: 3 clusters Score -966423.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -966745.062500 Penalty: 4521.387207
	Iteration 3F: 3 clusters Score -966745.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -967095.500000 Penalty: 4521.387207
	Iteration 4F: 3 clusters Score -967095.5 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -967481.937500 Penalty: 4521.387207
	Iteration 5F: 3 clusters Score -967481.9 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -967920.500000 Penalty: 4521.387207
	Iteration 6F: 3 clusters Score -967920.5 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -968397.187500 Penalty: 4521.387207
	Iteration 7F: 3 clusters Score -968397.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -968797.125000 Penalty: 4521.387207
	Iteration 8F: 3 clusters Score -968797.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -969119.312500 Penalty: 4521.387207
	Iteration 9Q: 3 clusters Score -969119.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -969342.000000 Penalty: 4521.387207
	Iteration 10Q: 3 clusters Score -969342 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -969471.187500 Penalty: 4521.387207
	Iteration 11Q: 3 clusters Score -969471.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -969556.937500 Penalty: 4521.387207
	Iteration 12Q: 3 clusters Score -969556.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -969624.375000 Penalty: 4521.387207
	Iteration 13Q: 3 clusters Score -969624.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -969672.875000 Penalty: 4521.387207
	Iteration 14Q: 3 clusters Score -969672.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -969710.625000 Penalty: 4521.387207
	Iteration 15Q: 3 clusters Score -969710.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -969741.562500 Penalty: 4521.387207
	Iteration 16Q: 3 clusters Score -969741.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -969769.812500 Penalty: 4521.387207
	Iteration 17Q: 3 clusters Score -969769.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -969787.187500 Penalty: 4521.387207
	Iteration 18Q: 3 clusters Score -969787.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -969803.000000 Penalty: 4521.387207
	Iteration 19Q: 3 clusters Score -969803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -969813.562500 Penalty: 4521.387207
	Iteration 20F: 3 clusters Score -969813.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -969820.937500 Penalty: 4521.387207
	Iteration 21Q: 3 clusters Score -969820.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -969825.187500 Penalty: 4521.387207
	Iteration 22Q: 3 clusters Score -969825.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -969828.375000 Penalty: 4521.387207
	Iteration 23Q: 3 clusters Score -969828.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -969835.812500 Penalty: 4521.387207
	Iteration 24Q: 3 clusters Score -969835.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -969836.875000 Penalty: 4521.387207
	Iteration 25Q: 3 clusters Score -969836.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -969841.625000 Penalty: 4521.387207
	Iteration 26Q: 3 clusters Score -969841.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -969844.750000 Penalty: 4521.387207
	Iteration 27Q: 3 clusters Score -969844.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -969844.812500 Penalty: 4521.387207
	Iteration 28Q: 3 clusters Score -969844.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -969846.812500 Penalty: 4521.387207
	Iteration 29Q: 3 clusters Score -969846.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -969846.812500 Penalty: 4521.387207
	Iteration 30F: 3 clusters Score -969846.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Entering Unmasked Estep 
Score: -247489.921875 Penalty: 1911.797119
	Iteration 0F: 2 clusters Score -247489.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -244699.031250 Penalty: 3823.594238
	Iteration 0F: 3 clusters Score -244699 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -245186.593750 Penalty: 3823.594238
	Iteration 1F: 3 clusters Score -245186.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -245295.078125 Penalty: 3823.594238
	Iteration 2F: 3 clusters Score -245295.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -245356.187500 Penalty: 3823.594238
	Iteration 3Q: 3 clusters Score -245356.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -245394.093750 Penalty: 3823.594238
	Iteration 4Q: 3 clusters Score -245394.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -245424.640625 Penalty: 3823.594238
	Iteration 5Q: 3 clusters Score -245424.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -245448.843750 Penalty: 3823.594238
	Iteration 6Q: 3 clusters Score -245448.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -245467.953125 Penalty: 3823.594238
	Iteration 7Q: 3 clusters Score -245468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -245483.937500 Penalty: 3823.594238
	Iteration 8Q: 3 clusters Score -245483.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -245495.703125 Penalty: 3823.594238
	Iteration 9Q: 3 clusters Score -245495.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -245504.796875 Penalty: 3823.594238
	Iteration 10Q: 3 clusters Score -245504.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -245514.671875 Penalty: 3823.594238
	Iteration 11Q: 3 clusters Score -245514.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -245526.609375 Penalty: 3823.594238
	Iteration 12Q: 3 clusters Score -245526.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -245537.296875 Penalty: 3823.594238
	Iteration 13Q: 3 clusters Score -245537.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -245545.453125 Penalty: 3823.594238
	Iteration 14Q: 3 clusters Score -245545.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -245560.390625 Penalty: 3823.594238
	Iteration 15Q: 3 clusters Score -245560.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -245571.421875 Penalty: 3823.594238
	Iteration 16Q: 3 clusters Score -245571.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -245579.468750 Penalty: 3823.594238
	Iteration 17Q: 3 clusters Score -245579.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -245585.750000 Penalty: 3823.594238
	Iteration 18Q: 3 clusters Score -245585.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -245589.968750 Penalty: 3823.594238
	Iteration 19Q: 3 clusters Score -245590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -245594.625000 Penalty: 3823.594238
	Iteration 20F: 3 clusters Score -245594.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -245597.437500 Penalty: 3823.594238
	Iteration 21Q: 3 clusters Score -245597.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -245598.281250 Penalty: 3823.594238
	Iteration 22Q: 3 clusters Score -245598.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -245600.312500 Penalty: 3823.594238
	Iteration 23Q: 3 clusters Score -245600.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -245602.484375 Penalty: 3823.594238
	Iteration 24Q: 3 clusters Score -245602.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -245605.828125 Penalty: 3823.594238
	Iteration 25Q: 3 clusters Score -245605.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -245610.484375 Penalty: 3823.594238
	Iteration 26Q: 3 clusters Score -245610.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -245614.843750 Penalty: 3823.594238
	Iteration 27Q: 3 clusters Score -245614.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -245615.453125 Penalty: 3823.594238
	Iteration 28Q: 3 clusters Score -245615.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -245615.453125 Penalty: 3823.594238
	Iteration 29F: 3 clusters Score -245615.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Entering Unmasked Estep 
Score: -1750228.500000 Penalty: 2402.378174
	Iteration 0F: 2 clusters Score -1750228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1738680.250000 Penalty: 4804.756348
	Iteration 0F: 3 clusters Score -1738680 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1742518.125000 Penalty: 4804.756348
	Iteration 1F: 3 clusters Score -1742518 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1742978.375000 Penalty: 4804.756348
	Iteration 2F: 3 clusters Score -1742978 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1743360.375000 Penalty: 4804.756348
	Iteration 3F: 3 clusters Score -1743360 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1743678.875000 Penalty: 4804.756348
	Iteration 4Q: 3 clusters Score -1743679 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1743914.625000 Penalty: 4804.756348
	Iteration 5Q: 3 clusters Score -1743915 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1744143.375000 Penalty: 4804.756348
	Iteration 6Q: 3 clusters Score -1744143 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1744351.125000 Penalty: 4804.756348
	Iteration 7Q: 3 clusters Score -1744351 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1744502.375000 Penalty: 4804.756348
	Iteration 8Q: 3 clusters Score -1744502 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1744637.375000 Penalty: 4804.756348
	Iteration 9Q: 3 clusters Score -1744637 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1744758.875000 Penalty: 4804.756348
	Iteration 10Q: 3 clusters Score -1744759 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1744874.375000 Penalty: 4804.756348
	Iteration 11Q: 3 clusters Score -1744874 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1744990.500000 Penalty: 4804.756348
	Iteration 12Q: 3 clusters Score -1744990 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1745107.250000 Penalty: 4804.756348
	Iteration 13Q: 3 clusters Score -1745107 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1745228.000000 Penalty: 4804.756348
	Iteration 14Q: 3 clusters Score -1745228 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1745348.000000 Penalty: 4804.756348
	Iteration 15Q: 3 clusters Score -1745348 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1745486.125000 Penalty: 4804.756348
	Iteration 16Q: 3 clusters Score -1745486 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1745617.250000 Penalty: 4804.756348
	Iteration 17Q: 3 clusters Score -1745617 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1745765.000000 Penalty: 4804.756348
	Iteration 18Q: 3 clusters Score -1745765 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1745900.875000 Penalty: 4804.756348
	Iteration 19Q: 3 clusters Score -1745901 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1746048.875000 Penalty: 4804.756348
	Iteration 20F: 3 clusters Score -1746049 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1746195.375000 Penalty: 4804.756348
	Iteration 21Q: 3 clusters Score -1746195 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1746349.875000 Penalty: 4804.756348
	Iteration 22Q: 3 clusters Score -1746350 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1746527.250000 Penalty: 4804.756348
	Iteration 23Q: 3 clusters Score -1746527 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1746727.125000 Penalty: 4804.756348
	Iteration 24Q: 3 clusters Score -1746727 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1746903.750000 Penalty: 4804.756348
	Iteration 25Q: 3 clusters Score -1746904 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1747074.875000 Penalty: 4804.756348
	Iteration 26Q: 3 clusters Score -1747075 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1747254.875000 Penalty: 4804.756348
	Iteration 27Q: 3 clusters Score -1747255 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1747457.750000 Penalty: 4804.756348
	Iteration 28Q: 3 clusters Score -1747458 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1747637.500000 Penalty: 4804.756348
	Iteration 29Q: 3 clusters Score -1747638 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1747765.625000 Penalty: 4804.756348
	Iteration 30Q: 3 clusters Score -1747766 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -1747893.500000 Penalty: 4804.756348
	Iteration 31Q: 3 clusters Score -1747894 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -1748001.250000 Penalty: 4804.756348
	Iteration 32Q: 3 clusters Score -1748001 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1748084.000000 Penalty: 4804.756348
	Iteration 33Q: 3 clusters Score -1748084 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -1748137.125000 Penalty: 4804.756348
	Iteration 34Q: 3 clusters Score -1748137 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -1748178.250000 Penalty: 4804.756348
	Iteration 35Q: 3 clusters Score -1748178 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -1748207.375000 Penalty: 4804.756348
	Iteration 36Q: 3 clusters Score -1748207 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -1748233.875000 Penalty: 4804.756348
	Iteration 37Q: 3 clusters Score -1748234 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -1748254.375000 Penalty: 4804.756348
	Iteration 38Q: 3 clusters Score -1748254 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -1748280.750000 Penalty: 4804.756348
	Iteration 39Q: 3 clusters Score -1748281 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -1748291.000000 Penalty: 4804.756348
	Iteration 40F: 3 clusters Score -1748291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -1748301.375000 Penalty: 4804.756348
	Iteration 41Q: 3 clusters Score -1748301 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -1748324.625000 Penalty: 4804.756348
	Iteration 42Q: 3 clusters Score -1748325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -1748336.750000 Penalty: 4804.756348
	Iteration 43Q: 3 clusters Score -1748337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -1748345.125000 Penalty: 4804.756348
	Iteration 44Q: 3 clusters Score -1748345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -1748347.125000 Penalty: 4804.756348
	Iteration 45Q: 3 clusters Score -1748347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -1748352.625000 Penalty: 4804.756348
	Iteration 46Q: 3 clusters Score -1748353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -1748356.750000 Penalty: 4804.756348
	Iteration 47Q: 3 clusters Score -1748357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -1748360.500000 Penalty: 4804.756348
	Iteration 48Q: 3 clusters Score -1748360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -1748360.000000 Penalty: 4804.756348
	Iteration 49Q: 3 clusters Score -1748360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -1748361.375000 Penalty: 4804.756348
	Iteration 50Q: 3 clusters Score -1748361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -1748363.250000 Penalty: 4804.756348
	Iteration 51Q: 3 clusters Score -1748363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -1748361.000000 Penalty: 4804.756348
	Iteration 52Q: 3 clusters Score -1748361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -1748361.000000 Penalty: 4804.756348
	Iteration 53F: 3 clusters Score -1748361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Entering Unmasked Estep 
Score: -3611659.250000 Penalty: 2602.770996
	Iteration 0F: 2 clusters Score -3611659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -3586988.250000 Penalty: 5205.541992
	Iteration 0F: 3 clusters Score -3586988 nChanged 16418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -3596281.500000 Penalty: 5205.541992
	Iteration 1F: 3 clusters Score -3596282 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -3596907.250000 Penalty: 5205.541992
	Iteration 2Q: 3 clusters Score -3596907 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -3597446.250000 Penalty: 5205.541992
	Iteration 3Q: 3 clusters Score -3597446 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -3598020.250000 Penalty: 5205.541992
	Iteration 4Q: 3 clusters Score -3598020 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -3598637.250000 Penalty: 5205.541992
	Iteration 5Q: 3 clusters Score -3598637 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -3599283.500000 Penalty: 5205.541992
	Iteration 6Q: 3 clusters Score -3599284 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -3600084.500000 Penalty: 5205.541992
	Iteration 7Q: 3 clusters Score -3600084 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -3600993.000000 Penalty: 5205.541992
	Iteration 8Q: 3 clusters Score -3600993 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -3601958.000000 Penalty: 5205.541992
	Iteration 9Q: 3 clusters Score -3601958 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -3602993.250000 Penalty: 5205.541992
	Iteration 10F: 3 clusters Score -3602993 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -3604006.500000 Penalty: 5205.541992
	Iteration 11Q: 3 clusters Score -3604006 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -3604874.750000 Penalty: 5205.541992
	Iteration 12Q: 3 clusters Score -3604875 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -3605655.500000 Penalty: 5205.541992
	Iteration 13Q: 3 clusters Score -3605656 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -3606314.000000 Penalty: 5205.541992
	Iteration 14Q: 3 clusters Score -3606314 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -3606888.500000 Penalty: 5205.541992
	Iteration 15Q: 3 clusters Score -3606888 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -3607383.500000 Penalty: 5205.541992
	Iteration 16Q: 3 clusters Score -3607384 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -3607867.750000 Penalty: 5205.541992
	Iteration 17Q: 3 clusters Score -3607868 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -3608260.500000 Penalty: 5205.541992
	Iteration 18Q: 3 clusters Score -3608260 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -3608544.250000 Penalty: 5205.541992
	Iteration 19Q: 3 clusters Score -3608544 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -3608759.000000 Penalty: 5205.541992
	Iteration 20F: 3 clusters Score -3608759 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -3608948.500000 Penalty: 5205.541992
	Iteration 21Q: 3 clusters Score -3608948 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -3609112.250000 Penalty: 5205.541992
	Iteration 22Q: 3 clusters Score -3609112 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -3609245.750000 Penalty: 5205.541992
	Iteration 23Q: 3 clusters Score -3609246 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -3609340.750000 Penalty: 5205.541992
	Iteration 24Q: 3 clusters Score -3609341 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -3609405.750000 Penalty: 5205.541992
	Iteration 25Q: 3 clusters Score -3609406 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -3609484.750000 Penalty: 5205.541992
	Iteration 26Q: 3 clusters Score -3609485 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3609536.250000 Penalty: 5205.541992
	Iteration 27Q: 3 clusters Score -3609536 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3609566.750000 Penalty: 5205.541992
	Iteration 28Q: 3 clusters Score -3609567 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -3609600.000000 Penalty: 5205.541992
	Iteration 29Q: 3 clusters Score -3609600 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3609610.250000 Penalty: 5205.541992
	Iteration 30Q: 3 clusters Score -3609610 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3609637.500000 Penalty: 5205.541992
	Iteration 31Q: 3 clusters Score -3609638 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3609654.000000 Penalty: 5205.541992
	Iteration 32Q: 3 clusters Score -3609654 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3609666.250000 Penalty: 5205.541992
	Iteration 33Q: 3 clusters Score -3609666 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3609686.000000 Penalty: 5205.541992
	Iteration 34Q: 3 clusters Score -3609686 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3609693.750000 Penalty: 5205.541992
	Iteration 35Q: 3 clusters Score -3609694 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3609709.000000 Penalty: 5205.541992
	Iteration 36Q: 3 clusters Score -3609709 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3609720.750000 Penalty: 5205.541992
	Iteration 37Q: 3 clusters Score -3609721 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3609727.250000 Penalty: 5205.541992
	Iteration 38Q: 3 clusters Score -3609727 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3609740.000000 Penalty: 5205.541992
	Iteration 39Q: 3 clusters Score -3609740 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3609753.250000 Penalty: 5205.541992
	Iteration 40F: 3 clusters Score -3609753 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3609759.750000 Penalty: 5205.541992
	Iteration 41Q: 3 clusters Score -3609760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3609771.000000 Penalty: 5205.541992
	Iteration 42Q: 3 clusters Score -3609771 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3609780.000000 Penalty: 5205.541992
	Iteration 43Q: 3 clusters Score -3609780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3609771.500000 Penalty: 5205.541992
	Iteration 44Q: 3 clusters Score -3609772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3609781.250000 Penalty: 5205.541992
	Iteration 45Q: 3 clusters Score -3609781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3609782.000000 Penalty: 5205.541992
	Iteration 46Q: 3 clusters Score -3609782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3609788.500000 Penalty: 5205.541992
	Iteration 47Q: 3 clusters Score -3609788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3609790.500000 Penalty: 5205.541992
	Iteration 48Q: 3 clusters Score -3609790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3609787.000000 Penalty: 5205.541992
	Iteration 49Q: 3 clusters Score -3609787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3609787.000000 Penalty: 5205.541992
	Iteration 50Q: 3 clusters Score -3609787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3609784.750000 Penalty: 5205.541992
	Iteration 51Q: 3 clusters Score -3609785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3609786.250000 Penalty: 5205.541992
	Iteration 52Q: 3 clusters Score -3609786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3609786.250000 Penalty: 5205.541992
	Iteration 53F: 3 clusters Score -3609786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Entering Unmasked Estep 
Score: -693461.812500 Penalty: 2230.923828
	Iteration 0F: 2 clusters Score -693461.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -686984.687500 Penalty: 4461.847656
	Iteration 0F: 3 clusters Score -686984.7 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -688887.500000 Penalty: 4461.847656
	Iteration 1F: 3 clusters Score -688887.5 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -689240.187500 Penalty: 4461.847656
	Iteration 2F: 3 clusters Score -689240.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -689524.437500 Penalty: 4461.847656
	Iteration 3F: 3 clusters Score -689524.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -689804.937500 Penalty: 4461.847656
	Iteration 4Q: 3 clusters Score -689804.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -690079.437500 Penalty: 4461.847656
	Iteration 5Q: 3 clusters Score -690079.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -690342.375000 Penalty: 4461.847656
	Iteration 6Q: 3 clusters Score -690342.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -690595.562500 Penalty: 4461.847656
	Iteration 7Q: 3 clusters Score -690595.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -690857.750000 Penalty: 4461.847656
	Iteration 8Q: 3 clusters Score -690857.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -691123.375000 Penalty: 4461.847656
	Iteration 9Q: 3 clusters Score -691123.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -691352.687500 Penalty: 4461.847656
	Iteration 10Q: 3 clusters Score -691352.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -691573.937500 Penalty: 4461.847656
	Iteration 11Q: 3 clusters Score -691573.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -691777.187500 Penalty: 4461.847656
	Iteration 12Q: 3 clusters Score -691777.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -691948.687500 Penalty: 4461.847656
	Iteration 13Q: 3 clusters Score -691948.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -692083.687500 Penalty: 4461.847656
	Iteration 14Q: 3 clusters Score -692083.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -692166.000000 Penalty: 4461.847656
	Iteration 15Q: 3 clusters Score -692166 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -692228.687500 Penalty: 4461.847656
	Iteration 16Q: 3 clusters Score -692228.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -692274.500000 Penalty: 4461.847656
	Iteration 17Q: 3 clusters Score -692274.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -692312.312500 Penalty: 4461.847656
	Iteration 18Q: 3 clusters Score -692312.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -692343.562500 Penalty: 4461.847656
	Iteration 19Q: 3 clusters Score -692343.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -692363.125000 Penalty: 4461.847656
	Iteration 20F: 3 clusters Score -692363.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -692378.750000 Penalty: 4461.847656
	Iteration 21Q: 3 clusters Score -692378.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -692393.750000 Penalty: 4461.847656
	Iteration 22Q: 3 clusters Score -692393.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -692408.875000 Penalty: 4461.847656
	Iteration 23Q: 3 clusters Score -692408.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -692423.500000 Penalty: 4461.847656
	Iteration 24Q: 3 clusters Score -692423.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -692448.125000 Penalty: 4461.847656
	Iteration 25Q: 3 clusters Score -692448.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -692473.000000 Penalty: 4461.847656
	Iteration 26Q: 3 clusters Score -692473 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -692493.437500 Penalty: 4461.847656
	Iteration 27Q: 3 clusters Score -692493.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -692515.187500 Penalty: 4461.847656
	Iteration 28Q: 3 clusters Score -692515.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -692532.875000 Penalty: 4461.847656
	Iteration 29Q: 3 clusters Score -692532.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -692549.312500 Penalty: 4461.847656
	Iteration 30Q: 3 clusters Score -692549.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -692566.062500 Penalty: 4461.847656
	Iteration 31Q: 3 clusters Score -692566.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -692580.500000 Penalty: 4461.847656
	Iteration 32Q: 3 clusters Score -692580.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -692613.937500 Penalty: 4461.847656
	Iteration 33Q: 3 clusters Score -692613.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -692647.562500 Penalty: 4461.847656
	Iteration 34Q: 3 clusters Score -692647.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -692698.187500 Penalty: 4461.847656
	Iteration 35Q: 3 clusters Score -692698.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -692767.312500 Penalty: 4461.847656
	Iteration 36Q: 3 clusters Score -692767.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -692826.625000 Penalty: 4461.847656
	Iteration 37Q: 3 clusters Score -692826.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -692872.562500 Penalty: 4461.847656
	Iteration 38Q: 3 clusters Score -692872.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -692907.437500 Penalty: 4461.847656
	Iteration 39Q: 3 clusters Score -692907.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -692928.625000 Penalty: 4461.847656
	Iteration 40F: 3 clusters Score -692928.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -692950.125000 Penalty: 4461.847656
	Iteration 41Q: 3 clusters Score -692950.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -692965.187500 Penalty: 4461.847656
	Iteration 42Q: 3 clusters Score -692965.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -692975.000000 Penalty: 4461.847656
	Iteration 43Q: 3 clusters Score -692975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -692982.500000 Penalty: 4461.847656
	Iteration 44Q: 3 clusters Score -692982.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -692986.625000 Penalty: 4461.847656
	Iteration 45Q: 3 clusters Score -692986.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -692991.562500 Penalty: 4461.847656
	Iteration 46Q: 3 clusters Score -692991.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -692992.187500 Penalty: 4461.847656
	Iteration 47Q: 3 clusters Score -692992.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -692993.375000 Penalty: 4461.847656
	Iteration 48Q: 3 clusters Score -692993.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -692993.937500 Penalty: 4461.847656
	Iteration 49Q: 3 clusters Score -692993.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -692995.062500 Penalty: 4461.847656
	Iteration 50Q: 3 clusters Score -692995.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -692994.312500 Penalty: 4461.847656
	Iteration 51Q: 3 clusters Score -692994.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -692995.562500 Penalty: 4461.847656
	Iteration 52Q: 3 clusters Score -692995.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -692995.500000 Penalty: 4461.847656
	Iteration 53Q: 3 clusters Score -692995.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -692995.125000 Penalty: 4461.847656
	Iteration 54Q: 3 clusters Score -692995.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -692996.750000 Penalty: 4461.847656
	Iteration 55Q: 3 clusters Score -692996.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -692997.187500 Penalty: 4461.847656
	Iteration 56Q: 3 clusters Score -692997.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -692997.062500 Penalty: 4461.847656
	Iteration 57Q: 3 clusters Score -692997.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -692999.187500 Penalty: 4461.847656
	Iteration 58Q: 3 clusters Score -692999.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -692999.500000 Penalty: 4461.847656
	Iteration 59Q: 3 clusters Score -692999.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -693000.375000 Penalty: 4461.847656
	Iteration 60F: 3 clusters Score -693000.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -693001.062500 Penalty: 4461.847656
	Iteration 61Q: 3 clusters Score -693001.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -693003.375000 Penalty: 4461.847656
	Iteration 62Q: 3 clusters Score -693003.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -693002.562500 Penalty: 4461.847656
	Iteration 63Q: 3 clusters Score -693002.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -693003.437500 Penalty: 4461.847656
	Iteration 64Q: 3 clusters Score -693003.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -693005.312500 Penalty: 4461.847656
	Iteration 65Q: 3 clusters Score -693005.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -693006.125000 Penalty: 4461.847656
	Iteration 66Q: 3 clusters Score -693006.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -693006.125000 Penalty: 4461.847656
	Iteration 67F: 3 clusters Score -693006.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Entering Unmasked Estep 
Score: -1230652.750000 Penalty: 2316.354492
	Iteration 0F: 2 clusters Score -1230653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1222082.000000 Penalty: 4632.708984
	Iteration 0F: 3 clusters Score -1222082 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1224735.375000 Penalty: 4632.708984
	Iteration 1F: 3 clusters Score -1224735 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1225168.125000 Penalty: 4632.708984
	Iteration 2F: 3 clusters Score -1225168 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1225576.625000 Penalty: 4632.708984
	Iteration 3F: 3 clusters Score -1225577 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1226016.625000 Penalty: 4632.708984
	Iteration 4F: 3 clusters Score -1226017 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1226420.500000 Penalty: 4632.708984
	Iteration 5F: 3 clusters Score -1226420 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1226759.625000 Penalty: 4632.708984
	Iteration 6Q: 3 clusters Score -1226760 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1227027.125000 Penalty: 4632.708984
	Iteration 7Q: 3 clusters Score -1227027 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1227261.250000 Penalty: 4632.708984
	Iteration 8Q: 3 clusters Score -1227261 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1227471.625000 Penalty: 4632.708984
	Iteration 9Q: 3 clusters Score -1227472 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1227630.000000 Penalty: 4632.708984
	Iteration 10Q: 3 clusters Score -1227630 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1227774.500000 Penalty: 4632.708984
	Iteration 11Q: 3 clusters Score -1227774 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1227908.375000 Penalty: 4632.708984
	Iteration 12Q: 3 clusters Score -1227908 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1228049.000000 Penalty: 4632.708984
	Iteration 13Q: 3 clusters Score -1228049 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1228198.125000 Penalty: 4632.708984
	Iteration 14Q: 3 clusters Score -1228198 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1228331.625000 Penalty: 4632.708984
	Iteration 15Q: 3 clusters Score -1228332 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1228457.125000 Penalty: 4632.708984
	Iteration 16Q: 3 clusters Score -1228457 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1228570.125000 Penalty: 4632.708984
	Iteration 17Q: 3 clusters Score -1228570 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1228671.875000 Penalty: 4632.708984
	Iteration 18Q: 3 clusters Score -1228672 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1228764.125000 Penalty: 4632.708984
	Iteration 19Q: 3 clusters Score -1228764 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1228850.000000 Penalty: 4632.708984
	Iteration 20F: 3 clusters Score -1228850 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1228898.875000 Penalty: 4632.708984
	Iteration 21Q: 3 clusters Score -1228899 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1228942.000000 Penalty: 4632.708984
	Iteration 22Q: 3 clusters Score -1228942 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1228989.625000 Penalty: 4632.708984
	Iteration 23Q: 3 clusters Score -1228990 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1229025.000000 Penalty: 4632.708984
	Iteration 24Q: 3 clusters Score -1229025 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1229043.750000 Penalty: 4632.708984
	Iteration 25Q: 3 clusters Score -1229044 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1229055.500000 Penalty: 4632.708984
	Iteration 26Q: 3 clusters Score -1229056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1229063.500000 Penalty: 4632.708984
	Iteration 27Q: 3 clusters Score -1229064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1229065.875000 Penalty: 4632.708984
	Iteration 28Q: 3 clusters Score -1229066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1229064.750000 Penalty: 4632.708984
	Iteration 29Q: 3 clusters Score -1229065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1229065.375000 Penalty: 4632.708984
	Iteration 30Q: 3 clusters Score -1229065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1229067.375000 Penalty: 4632.708984
	Iteration 31Q: 3 clusters Score -1229067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1229068.375000 Penalty: 4632.708984
	Iteration 32Q: 3 clusters Score -1229068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1229066.250000 Penalty: 4632.708984
	Iteration 33Q: 3 clusters Score -1229066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1229066.250000 Penalty: 4632.708984
	Iteration 34Q: 3 clusters Score -1229066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1229068.125000 Penalty: 4632.708984
	Iteration 35Q: 3 clusters Score -1229068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1229069.375000 Penalty: 4632.708984
	Iteration 36Q: 3 clusters Score -1229069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1229070.500000 Penalty: 4632.708984
	Iteration 37Q: 3 clusters Score -1229070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1229072.125000 Penalty: 4632.708984
	Iteration 38Q: 3 clusters Score -1229072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1229072.125000 Penalty: 4632.708984
	Iteration 39F: 3 clusters Score -1229072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Entering Unmasked Estep 
Score: -3059216.000000 Penalty: 2563.846436
	Iteration 0F: 2 clusters Score -3059216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -3038132.000000 Penalty: 5127.692871
	Iteration 0F: 3 clusters Score -3038132 nChanged 13843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -3045983.750000 Penalty: 5127.692871
	Iteration 1F: 3 clusters Score -3045984 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -3046847.250000 Penalty: 5127.692871
	Iteration 2F: 3 clusters Score -3046847 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -3047823.500000 Penalty: 5127.692871
	Iteration 3F: 3 clusters Score -3047824 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -3048925.750000 Penalty: 5127.692871
	Iteration 4F: 3 clusters Score -3048926 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -3050223.000000 Penalty: 5127.692871
	Iteration 5F: 3 clusters Score -3050223 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -3051642.250000 Penalty: 5127.692871
	Iteration 6F: 3 clusters Score -3051642 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -3052986.500000 Penalty: 5127.692871
	Iteration 7F: 3 clusters Score -3052986 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -3054082.750000 Penalty: 5127.692871
	Iteration 8Q: 3 clusters Score -3054083 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -3054888.500000 Penalty: 5127.692871
	Iteration 9Q: 3 clusters Score -3054888 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -3055467.500000 Penalty: 5127.692871
	Iteration 10Q: 3 clusters Score -3055468 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -3055866.750000 Penalty: 5127.692871
	Iteration 11Q: 3 clusters Score -3055867 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -3056178.000000 Penalty: 5127.692871
	Iteration 12Q: 3 clusters Score -3056178 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -3056457.250000 Penalty: 5127.692871
	Iteration 13Q: 3 clusters Score -3056457 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -3056691.000000 Penalty: 5127.692871
	Iteration 14Q: 3 clusters Score -3056691 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -3056872.750000 Penalty: 5127.692871
	Iteration 15Q: 3 clusters Score -3056873 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -3057034.250000 Penalty: 5127.692871
	Iteration 16Q: 3 clusters Score -3057034 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -3057171.000000 Penalty: 5127.692871
	Iteration 17Q: 3 clusters Score -3057171 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -3057262.750000 Penalty: 5127.692871
	Iteration 18Q: 3 clusters Score -3057263 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3057341.000000 Penalty: 5127.692871
	Iteration 19Q: 3 clusters Score -3057341 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -3057419.250000 Penalty: 5127.692871
	Iteration 20F: 3 clusters Score -3057419 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3057494.000000 Penalty: 5127.692871
	Iteration 21Q: 3 clusters Score -3057494 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3057539.500000 Penalty: 5127.692871
	Iteration 22Q: 3 clusters Score -3057540 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3057570.000000 Penalty: 5127.692871
	Iteration 23Q: 3 clusters Score -3057570 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3057608.000000 Penalty: 5127.692871
	Iteration 24Q: 3 clusters Score -3057608 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3057646.250000 Penalty: 5127.692871
	Iteration 25Q: 3 clusters Score -3057646 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3057693.250000 Penalty: 5127.692871
	Iteration 26Q: 3 clusters Score -3057693 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3057733.750000 Penalty: 5127.692871
	Iteration 27Q: 3 clusters Score -3057734 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3057751.000000 Penalty: 5127.692871
	Iteration 28Q: 3 clusters Score -3057751 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3057767.500000 Penalty: 5127.692871
	Iteration 29Q: 3 clusters Score -3057768 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3057791.000000 Penalty: 5127.692871
	Iteration 30Q: 3 clusters Score -3057791 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3057796.750000 Penalty: 5127.692871
	Iteration 31Q: 3 clusters Score -3057797 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3057805.250000 Penalty: 5127.692871
	Iteration 32Q: 3 clusters Score -3057805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3057810.500000 Penalty: 5127.692871
	Iteration 33Q: 3 clusters Score -3057810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3057813.250000 Penalty: 5127.692871
	Iteration 34Q: 3 clusters Score -3057813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3057813.250000 Penalty: 5127.692871
	Iteration 35Q: 3 clusters Score -3057813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3057816.500000 Penalty: 5127.692871
	Iteration 36Q: 3 clusters Score -3057816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3057819.500000 Penalty: 5127.692871
	Iteration 37Q: 3 clusters Score -3057820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3057831.250000 Penalty: 5127.692871
	Iteration 38Q: 3 clusters Score -3057831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3057832.750000 Penalty: 5127.692871
	Iteration 39Q: 3 clusters Score -3057833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3057834.750000 Penalty: 5127.692871
	Iteration 40F: 3 clusters Score -3057835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3057835.500000 Penalty: 5127.692871
	Iteration 41Q: 3 clusters Score -3057836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3057845.250000 Penalty: 5127.692871
	Iteration 42Q: 3 clusters Score -3057845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3057848.500000 Penalty: 5127.692871
	Iteration 43Q: 3 clusters Score -3057848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3057863.250000 Penalty: 5127.692871
	Iteration 44Q: 3 clusters Score -3057863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3057863.500000 Penalty: 5127.692871
	Iteration 45Q: 3 clusters Score -3057864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3057866.750000 Penalty: 5127.692871
	Iteration 46Q: 3 clusters Score -3057867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3057870.500000 Penalty: 5127.692871
	Iteration 47Q: 3 clusters Score -3057870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3057884.000000 Penalty: 5127.692871
	Iteration 48Q: 3 clusters Score -3057884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3057882.000000 Penalty: 5127.692871
	Iteration 49Q: 3 clusters Score -3057882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3057886.500000 Penalty: 5127.692871
	Iteration 50Q: 3 clusters Score -3057886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3057885.250000 Penalty: 5127.692871
	Iteration 51Q: 3 clusters Score -3057885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3057888.500000 Penalty: 5127.692871
	Iteration 52Q: 3 clusters Score -3057888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3057901.000000 Penalty: 5127.692871
	Iteration 53Q: 3 clusters Score -3057901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3057896.500000 Penalty: 5127.692871
	Iteration 54Q: 3 clusters Score -3057896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3057897.250000 Penalty: 5127.692871
	Iteration 55Q: 3 clusters Score -3057897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3057899.750000 Penalty: 5127.692871
	Iteration 56Q: 3 clusters Score -3057900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3057904.250000 Penalty: 5127.692871
	Iteration 57Q: 3 clusters Score -3057904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3057899.000000 Penalty: 5127.692871
	Iteration 58Q: 3 clusters Score -3057899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3057909.250000 Penalty: 5127.692871
	Iteration 59Q: 3 clusters Score -3057909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3057911.250000 Penalty: 5127.692871
	Iteration 60F: 3 clusters Score -3057911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3057909.250000 Penalty: 5127.692871
	Iteration 61Q: 3 clusters Score -3057909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3057907.750000 Penalty: 5127.692871
	Iteration 62Q: 3 clusters Score -3057908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3057912.750000 Penalty: 5127.692871
	Iteration 63Q: 3 clusters Score -3057913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3057912.250000 Penalty: 5127.692871
	Iteration 64Q: 3 clusters Score -3057912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3057910.500000 Penalty: 5127.692871
	Iteration 65Q: 3 clusters Score -3057910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3057919.250000 Penalty: 5127.692871
	Iteration 66Q: 3 clusters Score -3057919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3057920.500000 Penalty: 5127.692871
	Iteration 67Q: 3 clusters Score -3057920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3057917.500000 Penalty: 5127.692871
	Iteration 68Q: 3 clusters Score -3057918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3057916.000000 Penalty: 5127.692871
	Iteration 69Q: 3 clusters Score -3057916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3057914.250000 Penalty: 5127.692871
	Iteration 70Q: 3 clusters Score -3057914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3057913.250000 Penalty: 5127.692871
	Iteration 71Q: 3 clusters Score -3057913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3057918.750000 Penalty: 5127.692871
	Iteration 72Q: 3 clusters Score -3057919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3057922.750000 Penalty: 5127.692871
	Iteration 73Q: 3 clusters Score -3057923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3057926.000000 Penalty: 5127.692871
	Iteration 74Q: 3 clusters Score -3057926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3057923.000000 Penalty: 5127.692871
	Iteration 75Q: 3 clusters Score -3057923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3057923.000000 Penalty: 5127.692871
	Iteration 76F: 3 clusters Score -3057923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Entering Unmasked Estep 
Score: -458481.062500 Penalty: 2066.472168
	Iteration 0F: 2 clusters Score -458481.1 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 2072 members 
Entering Unmasked Estep 
Score: -454419.718750 Penalty: 4132.944336
	Iteration 0F: 3 clusters Score -454419.7 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -455313.343750 Penalty: 4132.944336
	Iteration 1F: 3 clusters Score -455313.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -455482.812500 Penalty: 4132.944336
	Iteration 2F: 3 clusters Score -455482.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -455578.562500 Penalty: 4132.944336
	Iteration 3Q: 3 clusters Score -455578.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -455640.750000 Penalty: 4132.944336
	Iteration 4Q: 3 clusters Score -455640.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -455696.125000 Penalty: 4132.944336
	Iteration 5Q: 3 clusters Score -455696.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -455749.937500 Penalty: 4132.944336
	Iteration 6Q: 3 clusters Score -455749.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -455781.218750 Penalty: 4132.944336
	Iteration 7Q: 3 clusters Score -455781.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -455809.312500 Penalty: 4132.944336
	Iteration 8Q: 3 clusters Score -455809.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -455838.500000 Penalty: 4132.944336
	Iteration 9Q: 3 clusters Score -455838.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -455870.937500 Penalty: 4132.944336
	Iteration 10Q: 3 clusters Score -455870.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -455901.656250 Penalty: 4132.944336
	Iteration 11Q: 3 clusters Score -455901.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -455930.750000 Penalty: 4132.944336
	Iteration 12Q: 3 clusters Score -455930.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -455956.968750 Penalty: 4132.944336
	Iteration 13Q: 3 clusters Score -455957 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -455984.250000 Penalty: 4132.944336
	Iteration 14Q: 3 clusters Score -455984.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -456001.656250 Penalty: 4132.944336
	Iteration 15Q: 3 clusters Score -456001.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -456012.593750 Penalty: 4132.944336
	Iteration 16Q: 3 clusters Score -456012.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -456021.218750 Penalty: 4132.944336
	Iteration 17Q: 3 clusters Score -456021.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -456033.593750 Penalty: 4132.944336
	Iteration 18Q: 3 clusters Score -456033.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -456044.312500 Penalty: 4132.944336
	Iteration 19Q: 3 clusters Score -456044.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -456058.375000 Penalty: 4132.944336
	Iteration 20F: 3 clusters Score -456058.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -456073.437500 Penalty: 4132.944336
	Iteration 21Q: 3 clusters Score -456073.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -456087.312500 Penalty: 4132.944336
	Iteration 22Q: 3 clusters Score -456087.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -456100.218750 Penalty: 4132.944336
	Iteration 23Q: 3 clusters Score -456100.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -456108.875000 Penalty: 4132.944336
	Iteration 24Q: 3 clusters Score -456108.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -456118.375000 Penalty: 4132.944336
	Iteration 25Q: 3 clusters Score -456118.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -456121.531250 Penalty: 4132.944336
	Iteration 26Q: 3 clusters Score -456121.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -456125.781250 Penalty: 4132.944336
	Iteration 27Q: 3 clusters Score -456125.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -456131.562500 Penalty: 4132.944336
	Iteration 28Q: 3 clusters Score -456131.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -456139.218750 Penalty: 4132.944336
	Iteration 29Q: 3 clusters Score -456139.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -456149.781250 Penalty: 4132.944336
	Iteration 30Q: 3 clusters Score -456149.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -456158.093750 Penalty: 4132.944336
	Iteration 31Q: 3 clusters Score -456158.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -456167.312500 Penalty: 4132.944336
	Iteration 32Q: 3 clusters Score -456167.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -456174.531250 Penalty: 4132.944336
	Iteration 33Q: 3 clusters Score -456174.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -456182.218750 Penalty: 4132.944336
	Iteration 34Q: 3 clusters Score -456182.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -456185.437500 Penalty: 4132.944336
	Iteration 35Q: 3 clusters Score -456185.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -456189.281250 Penalty: 4132.944336
	Iteration 36Q: 3 clusters Score -456189.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -456192.218750 Penalty: 4132.944336
	Iteration 37Q: 3 clusters Score -456192.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -456196.718750 Penalty: 4132.944336
	Iteration 38Q: 3 clusters Score -456196.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -456199.906250 Penalty: 4132.944336
	Iteration 39Q: 3 clusters Score -456199.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -456205.437500 Penalty: 4132.944336
	Iteration 40F: 3 clusters Score -456205.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -456213.531250 Penalty: 4132.944336
	Iteration 41Q: 3 clusters Score -456213.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -456218.968750 Penalty: 4132.944336
	Iteration 42Q: 3 clusters Score -456219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -456224.750000 Penalty: 4132.944336
	Iteration 43Q: 3 clusters Score -456224.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -456227.281250 Penalty: 4132.944336
	Iteration 44Q: 3 clusters Score -456227.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -456230.687500 Penalty: 4132.944336
	Iteration 45Q: 3 clusters Score -456230.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -456233.531250 Penalty: 4132.944336
	Iteration 46Q: 3 clusters Score -456233.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -456236.250000 Penalty: 4132.944336
	Iteration 47Q: 3 clusters Score -456236.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -456239.843750 Penalty: 4132.944336
	Iteration 48Q: 3 clusters Score -456239.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -456243.468750 Penalty: 4132.944336
	Iteration 49Q: 3 clusters Score -456243.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -456246.281250 Penalty: 4132.944336
	Iteration 50Q: 3 clusters Score -456246.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -456248.937500 Penalty: 4132.944336
	Iteration 51Q: 3 clusters Score -456248.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -456252.281250 Penalty: 4132.944336
	Iteration 52Q: 3 clusters Score -456252.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -456253.906250 Penalty: 4132.944336
	Iteration 53Q: 3 clusters Score -456253.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -456255.718750 Penalty: 4132.944336
	Iteration 54Q: 3 clusters Score -456255.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -456258.531250 Penalty: 4132.944336
	Iteration 55Q: 3 clusters Score -456258.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -456260.781250 Penalty: 4132.944336
	Iteration 56Q: 3 clusters Score -456260.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -456264.500000 Penalty: 4132.944336
	Iteration 57Q: 3 clusters Score -456264.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -456266.593750 Penalty: 4132.944336
	Iteration 58Q: 3 clusters Score -456266.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -456269.031250 Penalty: 4132.944336
	Iteration 59Q: 3 clusters Score -456269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -456272.187500 Penalty: 4132.944336
	Iteration 60F: 3 clusters Score -456272.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -456272.906250 Penalty: 4132.944336
	Iteration 61Q: 3 clusters Score -456272.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -456276.062500 Penalty: 4132.944336
	Iteration 62Q: 3 clusters Score -456276.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -456277.656250 Penalty: 4132.944336
	Iteration 63Q: 3 clusters Score -456277.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -456278.875000 Penalty: 4132.944336
	Iteration 64Q: 3 clusters Score -456278.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -456280.500000 Penalty: 4132.944336
	Iteration 65Q: 3 clusters Score -456280.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -456281.187500 Penalty: 4132.944336
	Iteration 66Q: 3 clusters Score -456281.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -456283.906250 Penalty: 4132.944336
	Iteration 67Q: 3 clusters Score -456283.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -456285.875000 Penalty: 4132.944336
	Iteration 68Q: 3 clusters Score -456285.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -456287.625000 Penalty: 4132.944336
	Iteration 69Q: 3 clusters Score -456287.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -456292.812500 Penalty: 4132.944336
	Iteration 70Q: 3 clusters Score -456292.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -456297.781250 Penalty: 4132.944336
	Iteration 71Q: 3 clusters Score -456297.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -456302.000000 Penalty: 4132.944336
	Iteration 72Q: 3 clusters Score -456302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -456304.781250 Penalty: 4132.944336
	Iteration 73Q: 3 clusters Score -456304.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -456309.906250 Penalty: 4132.944336
	Iteration 74Q: 3 clusters Score -456309.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -456313.250000 Penalty: 4132.944336
	Iteration 75Q: 3 clusters Score -456313.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -456316.406250 Penalty: 4132.944336
	Iteration 76Q: 3 clusters Score -456316.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -456324.093750 Penalty: 4132.944336
	Iteration 77Q: 3 clusters Score -456324.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -456328.718750 Penalty: 4132.944336
	Iteration 78Q: 3 clusters Score -456328.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -456334.843750 Penalty: 4132.944336
	Iteration 79Q: 3 clusters Score -456334.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -456338.656250 Penalty: 4132.944336
	Iteration 80F: 3 clusters Score -456338.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -456340.875000 Penalty: 4132.944336
	Iteration 81Q: 3 clusters Score -456340.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -456344.812500 Penalty: 4132.944336
	Iteration 82Q: 3 clusters Score -456344.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -456347.843750 Penalty: 4132.944336
	Iteration 83Q: 3 clusters Score -456347.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -456350.812500 Penalty: 4132.944336
	Iteration 84Q: 3 clusters Score -456350.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -456352.125000 Penalty: 4132.944336
	Iteration 85Q: 3 clusters Score -456352.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -456356.625000 Penalty: 4132.944336
	Iteration 86Q: 3 clusters Score -456356.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -456361.375000 Penalty: 4132.944336
	Iteration 87Q: 3 clusters Score -456361.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -456365.281250 Penalty: 4132.944336
	Iteration 88Q: 3 clusters Score -456365.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -456369.250000 Penalty: 4132.944336
	Iteration 89Q: 3 clusters Score -456369.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -456371.218750 Penalty: 4132.944336
	Iteration 90Q: 3 clusters Score -456371.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -456376.312500 Penalty: 4132.944336
	Iteration 91Q: 3 clusters Score -456376.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -456379.968750 Penalty: 4132.944336
	Iteration 92Q: 3 clusters Score -456380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -456382.375000 Penalty: 4132.944336
	Iteration 93Q: 3 clusters Score -456382.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -456385.375000 Penalty: 4132.944336
	Iteration 94Q: 3 clusters Score -456385.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -456390.718750 Penalty: 4132.944336
	Iteration 95Q: 3 clusters Score -456390.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -456395.906250 Penalty: 4132.944336
	Iteration 96Q: 3 clusters Score -456395.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -456402.593750 Penalty: 4132.944336
	Iteration 97Q: 3 clusters Score -456402.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -456409.718750 Penalty: 4132.944336
	Iteration 98Q: 3 clusters Score -456409.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -456418.812500 Penalty: 4132.944336
	Iteration 99Q: 3 clusters Score -456418.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -456428.562500 Penalty: 4132.944336
	Iteration 100F: 3 clusters Score -456428.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -456433.093750 Penalty: 4132.944336
	Iteration 101Q: 3 clusters Score -456433.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -456441.406250 Penalty: 4132.944336
	Iteration 102Q: 3 clusters Score -456441.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -456450.937500 Penalty: 4132.944336
	Iteration 103Q: 3 clusters Score -456450.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -456456.343750 Penalty: 4132.944336
	Iteration 104Q: 3 clusters Score -456456.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -456460.625000 Penalty: 4132.944336
	Iteration 105Q: 3 clusters Score -456460.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -456465.125000 Penalty: 4132.944336
	Iteration 106Q: 3 clusters Score -456465.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -456468.000000 Penalty: 4132.944336
	Iteration 107Q: 3 clusters Score -456468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -456471.343750 Penalty: 4132.944336
	Iteration 108Q: 3 clusters Score -456471.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -456477.000000 Penalty: 4132.944336
	Iteration 109Q: 3 clusters Score -456477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -456482.125000 Penalty: 4132.944336
	Iteration 110Q: 3 clusters Score -456482.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -456485.718750 Penalty: 4132.944336
	Iteration 111Q: 3 clusters Score -456485.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -456489.968750 Penalty: 4132.944336
	Iteration 112Q: 3 clusters Score -456490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -456496.000000 Penalty: 4132.944336
	Iteration 113Q: 3 clusters Score -456496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -456499.875000 Penalty: 4132.944336
	Iteration 114Q: 3 clusters Score -456499.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -456502.500000 Penalty: 4132.944336
	Iteration 115Q: 3 clusters Score -456502.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -456503.406250 Penalty: 4132.944336
	Iteration 116Q: 3 clusters Score -456503.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -456505.156250 Penalty: 4132.944336
	Iteration 117Q: 3 clusters Score -456505.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -456506.593750 Penalty: 4132.944336
	Iteration 118Q: 3 clusters Score -456506.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -456507.218750 Penalty: 4132.944336
	Iteration 119Q: 3 clusters Score -456507.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -456507.218750 Penalty: 4132.944336
	Iteration 120F: 3 clusters Score -456507.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Entering Unmasked Estep 
Score: -2619223.500000 Penalty: 2501.197998
	Iteration 0F: 2 clusters Score -2619224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2602673.750000 Penalty: 5002.395996
	Iteration 0F: 3 clusters Score -2602674 nChanged 10656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2608879.500000 Penalty: 5002.395996
	Iteration 1F: 3 clusters Score -2608880 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2609936.750000 Penalty: 5002.395996
	Iteration 2F: 3 clusters Score -2609937 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2611222.250000 Penalty: 5002.395996
	Iteration 3F: 3 clusters Score -2611222 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2612613.250000 Penalty: 5002.395996
	Iteration 4F: 3 clusters Score -2612613 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2613836.250000 Penalty: 5002.395996
	Iteration 5F: 3 clusters Score -2613836 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2614732.250000 Penalty: 5002.395996
	Iteration 6F: 3 clusters Score -2614732 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2615359.250000 Penalty: 5002.395996
	Iteration 7Q: 3 clusters Score -2615359 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2615822.000000 Penalty: 5002.395996
	Iteration 8Q: 3 clusters Score -2615822 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2616241.750000 Penalty: 5002.395996
	Iteration 9Q: 3 clusters Score -2616242 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2616600.750000 Penalty: 5002.395996
	Iteration 10Q: 3 clusters Score -2616601 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -2616910.000000 Penalty: 5002.395996
	Iteration 11Q: 3 clusters Score -2616910 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2617098.250000 Penalty: 5002.395996
	Iteration 12Q: 3 clusters Score -2617098 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2617239.250000 Penalty: 5002.395996
	Iteration 13Q: 3 clusters Score -2617239 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2617327.750000 Penalty: 5002.395996
	Iteration 14Q: 3 clusters Score -2617328 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2617356.500000 Penalty: 5002.395996
	Iteration 15Q: 3 clusters Score -2617356 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2617369.000000 Penalty: 5002.395996
	Iteration 16Q: 3 clusters Score -2617369 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2617384.250000 Penalty: 5002.395996
	Iteration 17Q: 3 clusters Score -2617384 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -2617385.500000 Penalty: 5002.395996
	Iteration 18Q: 3 clusters Score -2617386 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -2617390.000000 Penalty: 5002.395996
	Iteration 19Q: 3 clusters Score -2617390 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2617391.000000 Penalty: 5002.395996
	Iteration 20F: 3 clusters Score -2617391 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2617402.000000 Penalty: 5002.395996
	Iteration 21Q: 3 clusters Score -2617402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2617397.750000 Penalty: 5002.395996
	Iteration 22Q: 3 clusters Score -2617398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2617404.500000 Penalty: 5002.395996
	Iteration 23Q: 3 clusters Score -2617404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -2617406.250000 Penalty: 5002.395996
	Iteration 24Q: 3 clusters Score -2617406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2617408.000000 Penalty: 5002.395996
	Iteration 25Q: 3 clusters Score -2617408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -2617405.250000 Penalty: 5002.395996
	Iteration 26Q: 3 clusters Score -2617405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -2617406.500000 Penalty: 5002.395996
	Iteration 27Q: 3 clusters Score -2617406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2617408.500000 Penalty: 5002.395996
	Iteration 28Q: 3 clusters Score -2617408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2617409.500000 Penalty: 5002.395996
	Iteration 29Q: 3 clusters Score -2617410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -2617407.750000 Penalty: 5002.395996
	Iteration 30Q: 3 clusters Score -2617408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -2617407.750000 Penalty: 5002.395996
	Iteration 31F: 3 clusters Score -2617408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Entering Unmasked Estep 
Score: -2232503.750000 Penalty: 2462.188477
	Iteration 0F: 2 clusters Score -2232504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2218187.750000 Penalty: 4924.376953
	Iteration 0F: 3 clusters Score -2218188 nChanged 9111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2223354.250000 Penalty: 4924.376953
	Iteration 1F: 3 clusters Score -2223354 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -2224006.000000 Penalty: 4924.376953
	Iteration 2F: 3 clusters Score -2224006 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2224661.000000 Penalty: 4924.376953
	Iteration 3F: 3 clusters Score -2224661 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2225329.750000 Penalty: 4924.376953
	Iteration 4F: 3 clusters Score -2225330 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2225938.250000 Penalty: 4924.376953
	Iteration 5F: 3 clusters Score -2225938 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2226437.750000 Penalty: 4924.376953
	Iteration 6Q: 3 clusters Score -2226438 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2226878.250000 Penalty: 4924.376953
	Iteration 7Q: 3 clusters Score -2226878 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2227286.250000 Penalty: 4924.376953
	Iteration 8Q: 3 clusters Score -2227286 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2227701.750000 Penalty: 4924.376953
	Iteration 9Q: 3 clusters Score -2227702 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -2228075.000000 Penalty: 4924.376953
	Iteration 10Q: 3 clusters Score -2228075 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2228391.750000 Penalty: 4924.376953
	Iteration 11Q: 3 clusters Score -2228392 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -2228647.250000 Penalty: 4924.376953
	Iteration 12Q: 3 clusters Score -2228647 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2228874.000000 Penalty: 4924.376953
	Iteration 13Q: 3 clusters Score -2228874 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2229096.500000 Penalty: 4924.376953
	Iteration 14Q: 3 clusters Score -2229096 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2229316.500000 Penalty: 4924.376953
	Iteration 15Q: 3 clusters Score -2229316 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2229489.750000 Penalty: 4924.376953
	Iteration 16Q: 3 clusters Score -2229490 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -2229629.500000 Penalty: 4924.376953
	Iteration 17Q: 3 clusters Score -2229630 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2229716.750000 Penalty: 4924.376953
	Iteration 18Q: 3 clusters Score -2229717 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2229794.750000 Penalty: 4924.376953
	Iteration 19Q: 3 clusters Score -2229795 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2229845.000000 Penalty: 4924.376953
	Iteration 20F: 3 clusters Score -2229845 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -2229879.000000 Penalty: 4924.376953
	Iteration 21Q: 3 clusters Score -2229879 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2229905.000000 Penalty: 4924.376953
	Iteration 22Q: 3 clusters Score -2229905 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -2229918.500000 Penalty: 4924.376953
	Iteration 23Q: 3 clusters Score -2229918 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2229929.250000 Penalty: 4924.376953
	Iteration 24Q: 3 clusters Score -2229929 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -2229943.250000 Penalty: 4924.376953
	Iteration 25Q: 3 clusters Score -2229943 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2229947.500000 Penalty: 4924.376953
	Iteration 26Q: 3 clusters Score -2229948 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2229955.250000 Penalty: 4924.376953
	Iteration 27Q: 3 clusters Score -2229955 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2229958.500000 Penalty: 4924.376953
	Iteration 28Q: 3 clusters Score -2229958 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2229964.500000 Penalty: 4924.376953
	Iteration 29Q: 3 clusters Score -2229964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2229975.500000 Penalty: 4924.376953
	Iteration 30Q: 3 clusters Score -2229976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2229980.500000 Penalty: 4924.376953
	Iteration 31Q: 3 clusters Score -2229980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -2229984.500000 Penalty: 4924.376953
	Iteration 32Q: 3 clusters Score -2229984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2229984.250000 Penalty: 4924.376953
	Iteration 33Q: 3 clusters Score -2229984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2229989.500000 Penalty: 4924.376953
	Iteration 34Q: 3 clusters Score -2229990 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2229993.750000 Penalty: 4924.376953
	Iteration 35Q: 3 clusters Score -2229994 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2230002.500000 Penalty: 4924.376953
	Iteration 36Q: 3 clusters Score -2230002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -2230009.000000 Penalty: 4924.376953
	Iteration 37Q: 3 clusters Score -2230009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2230015.000000 Penalty: 4924.376953
	Iteration 38Q: 3 clusters Score -2230015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -2230013.000000 Penalty: 4924.376953
	Iteration 39Q: 3 clusters Score -2230013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -2230008.000000 Penalty: 4924.376953
	Iteration 40F: 3 clusters Score -2230008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2230012.250000 Penalty: 4924.376953
	Iteration 41Q: 3 clusters Score -2230012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2230015.750000 Penalty: 4924.376953
	Iteration 42Q: 3 clusters Score -2230016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -2230019.000000 Penalty: 4924.376953
	Iteration 43Q: 3 clusters Score -2230019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -2230020.750000 Penalty: 4924.376953
	Iteration 44Q: 3 clusters Score -2230021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -2230017.000000 Penalty: 4924.376953
	Iteration 45Q: 3 clusters Score -2230017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -2230015.500000 Penalty: 4924.376953
	Iteration 46Q: 3 clusters Score -2230016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2230020.250000 Penalty: 4924.376953
	Iteration 47Q: 3 clusters Score -2230020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2230023.000000 Penalty: 4924.376953
	Iteration 48Q: 3 clusters Score -2230023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -2230024.250000 Penalty: 4924.376953
	Iteration 49Q: 3 clusters Score -2230024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -2230030.000000 Penalty: 4924.376953
	Iteration 50Q: 3 clusters Score -2230030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2230028.000000 Penalty: 4924.376953
	Iteration 51Q: 3 clusters Score -2230028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2230026.750000 Penalty: 4924.376953
	Iteration 52Q: 3 clusters Score -2230027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2230025.250000 Penalty: 4924.376953
	Iteration 53Q: 3 clusters Score -2230025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -2230028.500000 Penalty: 4924.376953
	Iteration 54Q: 3 clusters Score -2230028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2230031.500000 Penalty: 4924.376953
	Iteration 55Q: 3 clusters Score -2230032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -2230034.750000 Penalty: 4924.376953
	Iteration 56Q: 3 clusters Score -2230035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2230037.500000 Penalty: 4924.376953
	Iteration 57Q: 3 clusters Score -2230038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2230042.250000 Penalty: 4924.376953
	Iteration 58Q: 3 clusters Score -2230042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -2230046.000000 Penalty: 4924.376953
	Iteration 59Q: 3 clusters Score -2230046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2230054.000000 Penalty: 4924.376953
	Iteration 60F: 3 clusters Score -2230054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2230052.000000 Penalty: 4924.376953
	Iteration 61Q: 3 clusters Score -2230052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2230055.250000 Penalty: 4924.376953
	Iteration 62Q: 3 clusters Score -2230055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -2230053.500000 Penalty: 4924.376953
	Iteration 63Q: 3 clusters Score -2230054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -2230055.500000 Penalty: 4924.376953
	Iteration 64Q: 3 clusters Score -2230056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -2230057.000000 Penalty: 4924.376953
	Iteration 65Q: 3 clusters Score -2230057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2230057.250000 Penalty: 4924.376953
	Iteration 66Q: 3 clusters Score -2230057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2230061.000000 Penalty: 4924.376953
	Iteration 67Q: 3 clusters Score -2230061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2230059.750000 Penalty: 4924.376953
	Iteration 68Q: 3 clusters Score -2230060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2230060.250000 Penalty: 4924.376953
	Iteration 69Q: 3 clusters Score -2230060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -2230060.500000 Penalty: 4924.376953
	Iteration 70Q: 3 clusters Score -2230060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2230063.250000 Penalty: 4924.376953
	Iteration 71Q: 3 clusters Score -2230063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2230065.500000 Penalty: 4924.376953
	Iteration 72Q: 3 clusters Score -2230066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2230064.500000 Penalty: 4924.376953
	Iteration 73Q: 3 clusters Score -2230064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -2230066.750000 Penalty: 4924.376953
	Iteration 74Q: 3 clusters Score -2230067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2230067.000000 Penalty: 4924.376953
	Iteration 75Q: 3 clusters Score -2230067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2230064.500000 Penalty: 4924.376953
	Iteration 76Q: 3 clusters Score -2230064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -2230070.500000 Penalty: 4924.376953
	Iteration 77Q: 3 clusters Score -2230070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2230066.750000 Penalty: 4924.376953
	Iteration 78Q: 3 clusters Score -2230067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2230068.750000 Penalty: 4924.376953
	Iteration 79Q: 3 clusters Score -2230069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2230071.750000 Penalty: 4924.376953
	Iteration 80F: 3 clusters Score -2230072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2230073.500000 Penalty: 4924.376953
	Iteration 81Q: 3 clusters Score -2230074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2230075.500000 Penalty: 4924.376953
	Iteration 82Q: 3 clusters Score -2230076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -2230076.250000 Penalty: 4924.376953
	Iteration 83Q: 3 clusters Score -2230076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2230078.750000 Penalty: 4924.376953
	Iteration 84Q: 3 clusters Score -2230079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -2230083.250000 Penalty: 4924.376953
	Iteration 85Q: 3 clusters Score -2230083 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2230086.500000 Penalty: 4924.376953
	Iteration 86Q: 3 clusters Score -2230086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2230088.000000 Penalty: 4924.376953
	Iteration 87Q: 3 clusters Score -2230088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2230088.750000 Penalty: 4924.376953
	Iteration 88Q: 3 clusters Score -2230089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -2230097.000000 Penalty: 4924.376953
	Iteration 89Q: 3 clusters Score -2230097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2230099.000000 Penalty: 4924.376953
	Iteration 90Q: 3 clusters Score -2230099 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2230097.500000 Penalty: 4924.376953
	Iteration 91Q: 3 clusters Score -2230098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -2230103.000000 Penalty: 4924.376953
	Iteration 92Q: 3 clusters Score -2230103 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2230110.750000 Penalty: 4924.376953
	Iteration 93Q: 3 clusters Score -2230111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2230111.000000 Penalty: 4924.376953
	Iteration 94Q: 3 clusters Score -2230111 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2230116.250000 Penalty: 4924.376953
	Iteration 95Q: 3 clusters Score -2230116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2230122.500000 Penalty: 4924.376953
	Iteration 96Q: 3 clusters Score -2230122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -2230123.750000 Penalty: 4924.376953
	Iteration 97Q: 3 clusters Score -2230124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2230133.000000 Penalty: 4924.376953
	Iteration 98Q: 3 clusters Score -2230133 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2230139.750000 Penalty: 4924.376953
	Iteration 99Q: 3 clusters Score -2230140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -2230140.250000 Penalty: 4924.376953
	Iteration 100F: 3 clusters Score -2230140 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2230162.750000 Penalty: 4924.376953
	Iteration 101Q: 3 clusters Score -2230163 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2230175.250000 Penalty: 4924.376953
	Iteration 102Q: 3 clusters Score -2230175 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2230195.000000 Penalty: 4924.376953
	Iteration 103Q: 3 clusters Score -2230195 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2230205.750000 Penalty: 4924.376953
	Iteration 104Q: 3 clusters Score -2230206 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -2230221.000000 Penalty: 4924.376953
	Iteration 105Q: 3 clusters Score -2230221 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2230239.250000 Penalty: 4924.376953
	Iteration 106Q: 3 clusters Score -2230239 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2230257.250000 Penalty: 4924.376953
	Iteration 107Q: 3 clusters Score -2230257 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2230279.750000 Penalty: 4924.376953
	Iteration 108Q: 3 clusters Score -2230280 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2230292.500000 Penalty: 4924.376953
	Iteration 109Q: 3 clusters Score -2230292 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2230301.000000 Penalty: 4924.376953
	Iteration 110Q: 3 clusters Score -2230301 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2230311.250000 Penalty: 4924.376953
	Iteration 111Q: 3 clusters Score -2230311 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2230320.250000 Penalty: 4924.376953
	Iteration 112Q: 3 clusters Score -2230320 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2230330.500000 Penalty: 4924.376953
	Iteration 113Q: 3 clusters Score -2230330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2230334.500000 Penalty: 4924.376953
	Iteration 114Q: 3 clusters Score -2230334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2230338.500000 Penalty: 4924.376953
	Iteration 115Q: 3 clusters Score -2230338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2230341.000000 Penalty: 4924.376953
	Iteration 116Q: 3 clusters Score -2230341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2230345.500000 Penalty: 4924.376953
	Iteration 117Q: 3 clusters Score -2230346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2230346.500000 Penalty: 4924.376953
	Iteration 118Q: 3 clusters Score -2230346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2230348.750000 Penalty: 4924.376953
	Iteration 119Q: 3 clusters Score -2230349 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2230355.750000 Penalty: 4924.376953
	Iteration 120F: 3 clusters Score -2230356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2230354.750000 Penalty: 4924.376953
	Iteration 121Q: 3 clusters Score -2230355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2230361.250000 Penalty: 4924.376953
	Iteration 122Q: 3 clusters Score -2230361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2230376.500000 Penalty: 4924.376953
	Iteration 123Q: 3 clusters Score -2230376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2230382.250000 Penalty: 4924.376953
	Iteration 124Q: 3 clusters Score -2230382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2230385.500000 Penalty: 4924.376953
	Iteration 125Q: 3 clusters Score -2230386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2230395.750000 Penalty: 4924.376953
	Iteration 126Q: 3 clusters Score -2230396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2230402.000000 Penalty: 4924.376953
	Iteration 127Q: 3 clusters Score -2230402 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2230414.500000 Penalty: 4924.376953
	Iteration 128Q: 3 clusters Score -2230414 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2230423.750000 Penalty: 4924.376953
	Iteration 129Q: 3 clusters Score -2230424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2230425.250000 Penalty: 4924.376953
	Iteration 130Q: 3 clusters Score -2230425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2230431.750000 Penalty: 4924.376953
	Iteration 131Q: 3 clusters Score -2230432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2230439.750000 Penalty: 4924.376953
	Iteration 132Q: 3 clusters Score -2230440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2230447.000000 Penalty: 4924.376953
	Iteration 133Q: 3 clusters Score -2230447 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2230453.250000 Penalty: 4924.376953
	Iteration 134Q: 3 clusters Score -2230453 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2230456.250000 Penalty: 4924.376953
	Iteration 135Q: 3 clusters Score -2230456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2230458.500000 Penalty: 4924.376953
	Iteration 136Q: 3 clusters Score -2230458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2230462.750000 Penalty: 4924.376953
	Iteration 137Q: 3 clusters Score -2230463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2230460.250000 Penalty: 4924.376953
	Iteration 138Q: 3 clusters Score -2230460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2230459.250000 Penalty: 4924.376953
	Iteration 139Q: 3 clusters Score -2230459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2230465.000000 Penalty: 4924.376953
	Iteration 140F: 3 clusters Score -2230465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2230465.250000 Penalty: 4924.376953
	Iteration 141Q: 3 clusters Score -2230465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2230465.000000 Penalty: 4924.376953
	Iteration 142Q: 3 clusters Score -2230465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2230472.500000 Penalty: 4924.376953
	Iteration 143Q: 3 clusters Score -2230472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2230473.000000 Penalty: 4924.376953
	Iteration 144Q: 3 clusters Score -2230473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2230472.750000 Penalty: 4924.376953
	Iteration 145Q: 3 clusters Score -2230473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2230473.000000 Penalty: 4924.376953
	Iteration 146Q: 3 clusters Score -2230473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2230479.750000 Penalty: 4924.376953
	Iteration 147Q: 3 clusters Score -2230480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2230482.750000 Penalty: 4924.376953
	Iteration 148Q: 3 clusters Score -2230483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2230481.750000 Penalty: 4924.376953
	Iteration 149Q: 3 clusters Score -2230482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2230486.750000 Penalty: 4924.376953
	Iteration 150Q: 3 clusters Score -2230487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2230494.000000 Penalty: 4924.376953
	Iteration 151Q: 3 clusters Score -2230494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2230489.250000 Penalty: 4924.376953
	Iteration 152Q: 3 clusters Score -2230489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2230496.250000 Penalty: 4924.376953
	Iteration 153Q: 3 clusters Score -2230496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2230497.500000 Penalty: 4924.376953
	Iteration 154Q: 3 clusters Score -2230498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2230496.000000 Penalty: 4924.376953
	Iteration 155Q: 3 clusters Score -2230496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2230502.500000 Penalty: 4924.376953
	Iteration 156Q: 3 clusters Score -2230502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2230501.000000 Penalty: 4924.376953
	Iteration 157Q: 3 clusters Score -2230501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2230502.500000 Penalty: 4924.376953
	Iteration 158Q: 3 clusters Score -2230502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2230501.750000 Penalty: 4924.376953
	Iteration 159Q: 3 clusters Score -2230502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2230502.250000 Penalty: 4924.376953
	Iteration 160F: 3 clusters Score -2230502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2230503.500000 Penalty: 4924.376953
	Iteration 161Q: 3 clusters Score -2230504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2230505.000000 Penalty: 4924.376953
	Iteration 162Q: 3 clusters Score -2230505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2230504.000000 Penalty: 4924.376953
	Iteration 163Q: 3 clusters Score -2230504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2230503.250000 Penalty: 4924.376953
	Iteration 164Q: 3 clusters Score -2230503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2230504.750000 Penalty: 4924.376953
	Iteration 165Q: 3 clusters Score -2230505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2230504.750000 Penalty: 4924.376953
	Iteration 166Q: 3 clusters Score -2230505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2230504.750000 Penalty: 4924.376953
	Iteration 167F: 3 clusters Score -2230505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Entering Unmasked Estep 
Score: -1948878.375000 Penalty: 2456.089600
	Iteration 0F: 2 clusters Score -1948878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1934710.000000 Penalty: 4912.179199
	Iteration 0F: 3 clusters Score -1934710 nChanged 8849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1939600.875000 Penalty: 4912.179199
	Iteration 1F: 3 clusters Score -1939601 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1940195.250000 Penalty: 4912.179199
	Iteration 2F: 3 clusters Score -1940195 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1940772.875000 Penalty: 4912.179199
	Iteration 3F: 3 clusters Score -1940773 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1941456.500000 Penalty: 4912.179199
	Iteration 4F: 3 clusters Score -1941456 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1942174.125000 Penalty: 4912.179199
	Iteration 5F: 3 clusters Score -1942174 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1942896.625000 Penalty: 4912.179199
	Iteration 6F: 3 clusters Score -1942897 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1943628.250000 Penalty: 4912.179199
	Iteration 7F: 3 clusters Score -1943628 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1944331.625000 Penalty: 4912.179199
	Iteration 8Q: 3 clusters Score -1944332 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1944953.375000 Penalty: 4912.179199
	Iteration 9Q: 3 clusters Score -1944953 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1945495.000000 Penalty: 4912.179199
	Iteration 10Q: 3 clusters Score -1945495 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1945881.625000 Penalty: 4912.179199
	Iteration 11Q: 3 clusters Score -1945882 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1946154.625000 Penalty: 4912.179199
	Iteration 12Q: 3 clusters Score -1946155 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1946333.000000 Penalty: 4912.179199
	Iteration 13Q: 3 clusters Score -1946333 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1946448.625000 Penalty: 4912.179199
	Iteration 14Q: 3 clusters Score -1946449 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1946542.750000 Penalty: 4912.179199
	Iteration 15Q: 3 clusters Score -1946543 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1946626.750000 Penalty: 4912.179199
	Iteration 16Q: 3 clusters Score -1946627 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1946688.250000 Penalty: 4912.179199
	Iteration 17Q: 3 clusters Score -1946688 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1946725.875000 Penalty: 4912.179199
	Iteration 18Q: 3 clusters Score -1946726 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1946751.375000 Penalty: 4912.179199
	Iteration 19Q: 3 clusters Score -1946751 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1946789.875000 Penalty: 4912.179199
	Iteration 20F: 3 clusters Score -1946790 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1946813.500000 Penalty: 4912.179199
	Iteration 21Q: 3 clusters Score -1946814 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1946826.375000 Penalty: 4912.179199
	Iteration 22Q: 3 clusters Score -1946826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1946842.125000 Penalty: 4912.179199
	Iteration 23Q: 3 clusters Score -1946842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1946856.750000 Penalty: 4912.179199
	Iteration 24Q: 3 clusters Score -1946857 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1946871.625000 Penalty: 4912.179199
	Iteration 25Q: 3 clusters Score -1946872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1946885.500000 Penalty: 4912.179199
	Iteration 26Q: 3 clusters Score -1946886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1946890.875000 Penalty: 4912.179199
	Iteration 27Q: 3 clusters Score -1946891 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1946904.000000 Penalty: 4912.179199
	Iteration 28Q: 3 clusters Score -1946904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1946910.250000 Penalty: 4912.179199
	Iteration 29Q: 3 clusters Score -1946910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1946918.375000 Penalty: 4912.179199
	Iteration 30Q: 3 clusters Score -1946918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1946922.875000 Penalty: 4912.179199
	Iteration 31Q: 3 clusters Score -1946923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1946922.375000 Penalty: 4912.179199
	Iteration 32Q: 3 clusters Score -1946922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1946928.000000 Penalty: 4912.179199
	Iteration 33Q: 3 clusters Score -1946928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1946931.250000 Penalty: 4912.179199
	Iteration 34Q: 3 clusters Score -1946931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1946933.250000 Penalty: 4912.179199
	Iteration 35Q: 3 clusters Score -1946933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1946932.875000 Penalty: 4912.179199
	Iteration 36Q: 3 clusters Score -1946933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1946932.875000 Penalty: 4912.179199
	Iteration 37F: 3 clusters Score -1946933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -35546.785156 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -35546.79 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 190 members 
Entering Unmasked Estep 
Score: -34221.804688 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -34221.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34378.132812 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -34378.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -34450.187500 Penalty: 2933.097656
	Iteration 2F: 3 clusters Score -34450.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -34484.675781 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -34484.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -34507.914062 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -34507.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -34523.371094 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -34523.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -34558.394531 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -34558.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -34583.000000 Penalty: 2933.097656
	Iteration 7Q: 3 clusters Score -34583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -34589.082031 Penalty: 2933.097656
	Iteration 8Q: 3 clusters Score -34589.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -34591.378906 Penalty: 2933.097656
	Iteration 9Q: 3 clusters Score -34591.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -34594.074219 Penalty: 2933.097656
	Iteration 10Q: 3 clusters Score -34594.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -34594.074219 Penalty: 2933.097656
	Iteration 11F: 3 clusters Score -34594.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Entering Unmasked Estep 
Score: -87885.085938 Penalty: 1695.924438
	Iteration 0F: 2 clusters Score -87885.09 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 469 members 
Entering Unmasked Estep 
Score: -85983.890625 Penalty: 3391.848877
	Iteration 0F: 3 clusters Score -85983.89 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -86441.953125 Penalty: 3391.848877
	Iteration 1F: 3 clusters Score -86441.95 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -86855.250000 Penalty: 3391.848877
	Iteration 2F: 3 clusters Score -86855.25 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -87202.250000 Penalty: 3391.848877
	Iteration 3F: 3 clusters Score -87202.25 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -87628.039062 Penalty: 3391.848877
	Iteration 4F: 3 clusters Score -87628.04 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -87837.835938 Penalty: 3391.848877
	Iteration 5F: 3 clusters Score -87837.84 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -88038.445312 Penalty: 3391.848877
	Iteration 6F: 3 clusters Score -88038.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -88168.890625 Penalty: 3391.848877
	Iteration 7Q: 3 clusters Score -88168.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -88272.914062 Penalty: 3391.848877
	Iteration 8Q: 3 clusters Score -88272.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -88346.304688 Penalty: 3391.848877
	Iteration 9Q: 3 clusters Score -88346.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -88369.453125 Penalty: 3391.848877
	Iteration 10Q: 3 clusters Score -88369.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -88393.031250 Penalty: 3391.848877
	Iteration 11Q: 3 clusters Score -88393.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -88438.460938 Penalty: 3391.848877
	Iteration 12Q: 3 clusters Score -88438.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -88479.109375 Penalty: 3391.848877
	Iteration 13Q: 3 clusters Score -88479.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -88511.687500 Penalty: 3391.848877
	Iteration 14Q: 3 clusters Score -88511.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -88598.789062 Penalty: 3391.848877
	Iteration 15Q: 3 clusters Score -88598.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -88779.007812 Penalty: 3391.848877
	Iteration 16Q: 3 clusters Score -88779.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -88866.710938 Penalty: 3391.848877
	Iteration 17Q: 3 clusters Score -88866.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -88880.882812 Penalty: 3391.848877
	Iteration 18F: 3 clusters Score -88880.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -88912.828125 Penalty: 3391.848877
	Iteration 19Q: 3 clusters Score -88912.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -88930.765625 Penalty: 3391.848877
	Iteration 20F: 3 clusters Score -88930.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -88955.171875 Penalty: 3391.848877
	Iteration 21Q: 3 clusters Score -88955.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -89057.335938 Penalty: 3391.848877
	Iteration 22Q: 3 clusters Score -89057.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -89188.375000 Penalty: 3391.848877
	Iteration 23Q: 3 clusters Score -89188.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -89402.921875 Penalty: 3391.848877
	Iteration 24Q: 3 clusters Score -89402.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -89863.914062 Penalty: 3391.848877
	Iteration 25Q: 3 clusters Score -89863.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -89863.914062 Penalty: 3391.848877
	Iteration 26F: 3 clusters Score -89863.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 22582 members 
Mstep: Class 3 contains 18927 members 
Mstep: Class 4 contains 5019 members 
Mstep: Class 5 contains 9097 members 
Mstep: Class 6 contains 2228 members 
Mstep: Class 7 contains 16107 members 
Mstep: Class 8 contains 36136 members 
Mstep: Class 9 contains 8068 members 
Mstep: Class 10 contains 11386 members 
Mstep: Class 11 contains 30887 members 
Mstep: Class 12 contains 4157 members 
Mstep: Class 13 contains 23992 members 
Mstep: Class 14 contains 20500 members 
Mstep: Class 15 contains 20002 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6438 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9729 members 
Mstep: Class 21 contains 13176 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 90120 members 
Mstep: Class 24 contains 55650 members 
Mstep: Class 25 contains 11999 members 
Mstep: Class 26 contains 5691 members 
Mstep: Class 27 contains 8887 members 
Mstep: Class 28 contains 13835 members 
Mstep: Class 29 contains 5408 members 
Mstep: Class 30 contains 7085 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3048 members 
Mstep: Class 34 contains 2403 members 
Mstep: Class 35 contains 5209 members 
Mstep: Class 36 contains 8498 members 
Mstep: Class 37 contains 7561 members 
Mstep: Class 38 contains 39873 members 
Mstep: Class 39 contains 6113 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1229 members 
Mstep: Class 43 contains 11173 members 
Mstep: Class 44 contains 5438 members 
Mstep: Class 45 contains 25505 members 
Mstep: Class 46 contains 24682 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14408 members 
Mstep: Class 50 contains 9567 members 
Mstep: Class 51 contains 5835 members 
Mstep: Class 52 contains 701 members 
Entering Unmasked Estep 
Score: -64755484.000000 Penalty: 172573.890625
Splitting cluster 17 changes total score from -64753892.000000 to -64755484.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 18 (6438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Entering Unmasked Estep 
Score: -599783.875000 Penalty: 2174.953369
	Iteration 0F: 2 clusters Score -599783.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -594328.250000 Penalty: 4349.906738
	Iteration 0F: 3 clusters Score -594328.2 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -595825.687500 Penalty: 4349.906738
	Iteration 1F: 3 clusters Score -595825.7 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -596164.375000 Penalty: 4349.906738
	Iteration 2F: 3 clusters Score -596164.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -596421.000000 Penalty: 4349.906738
	Iteration 3F: 3 clusters Score -596421 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -596659.625000 Penalty: 4349.906738
	Iteration 4F: 3 clusters Score -596659.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -596904.250000 Penalty: 4349.906738
	Iteration 5Q: 3 clusters Score -596904.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -597158.875000 Penalty: 4349.906738
	Iteration 6F: 3 clusters Score -597158.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -597393.875000 Penalty: 4349.906738
	Iteration 7Q: 3 clusters Score -597393.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -597621.312500 Penalty: 4349.906738
	Iteration 8Q: 3 clusters Score -597621.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -597780.187500 Penalty: 4349.906738
	Iteration 9Q: 3 clusters Score -597780.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -597905.562500 Penalty: 4349.906738
	Iteration 10Q: 3 clusters Score -597905.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -598001.312500 Penalty: 4349.906738
	Iteration 11Q: 3 clusters Score -598001.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -598077.437500 Penalty: 4349.906738
	Iteration 12Q: 3 clusters Score -598077.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -598151.812500 Penalty: 4349.906738
	Iteration 13Q: 3 clusters Score -598151.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -598222.000000 Penalty: 4349.906738
	Iteration 14Q: 3 clusters Score -598222 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -598288.687500 Penalty: 4349.906738
	Iteration 15Q: 3 clusters Score -598288.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -598338.750000 Penalty: 4349.906738
	Iteration 16Q: 3 clusters Score -598338.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -598379.000000 Penalty: 4349.906738
	Iteration 17Q: 3 clusters Score -598379 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -598405.875000 Penalty: 4349.906738
	Iteration 18Q: 3 clusters Score -598405.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -598427.750000 Penalty: 4349.906738
	Iteration 19Q: 3 clusters Score -598427.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -598447.500000 Penalty: 4349.906738
	Iteration 20F: 3 clusters Score -598447.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -598459.687500 Penalty: 4349.906738
	Iteration 21Q: 3 clusters Score -598459.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -598468.625000 Penalty: 4349.906738
	Iteration 22Q: 3 clusters Score -598468.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -598482.125000 Penalty: 4349.906738
	Iteration 23Q: 3 clusters Score -598482.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -598489.187500 Penalty: 4349.906738
	Iteration 24Q: 3 clusters Score -598489.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -598498.437500 Penalty: 4349.906738
	Iteration 25Q: 3 clusters Score -598498.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -598505.562500 Penalty: 4349.906738
	Iteration 26Q: 3 clusters Score -598505.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -598515.562500 Penalty: 4349.906738
	Iteration 27Q: 3 clusters Score -598515.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -598522.187500 Penalty: 4349.906738
	Iteration 28Q: 3 clusters Score -598522.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -598527.437500 Penalty: 4349.906738
	Iteration 29Q: 3 clusters Score -598527.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -598531.937500 Penalty: 4349.906738
	Iteration 30Q: 3 clusters Score -598531.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -598536.500000 Penalty: 4349.906738
	Iteration 31Q: 3 clusters Score -598536.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -598542.500000 Penalty: 4349.906738
	Iteration 32Q: 3 clusters Score -598542.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -598547.687500 Penalty: 4349.906738
	Iteration 33Q: 3 clusters Score -598547.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -598556.437500 Penalty: 4349.906738
	Iteration 34Q: 3 clusters Score -598556.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -598564.500000 Penalty: 4349.906738
	Iteration 35Q: 3 clusters Score -598564.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -598572.500000 Penalty: 4349.906738
	Iteration 36Q: 3 clusters Score -598572.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -598575.500000 Penalty: 4349.906738
	Iteration 37Q: 3 clusters Score -598575.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -598580.562500 Penalty: 4349.906738
	Iteration 38Q: 3 clusters Score -598580.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -598583.187500 Penalty: 4349.906738
	Iteration 39Q: 3 clusters Score -598583.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -598584.062500 Penalty: 4349.906738
	Iteration 40F: 3 clusters Score -598584.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -598583.812500 Penalty: 4349.906738
	Iteration 41Q: 3 clusters Score -598583.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -598583.875000 Penalty: 4349.906738
	Iteration 42Q: 3 clusters Score -598583.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -598584.500000 Penalty: 4349.906738
	Iteration 43Q: 3 clusters Score -598584.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -598585.875000 Penalty: 4349.906738
	Iteration 44Q: 3 clusters Score -598585.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -598586.062500 Penalty: 4349.906738
	Iteration 45Q: 3 clusters Score -598586.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -598587.250000 Penalty: 4349.906738
	Iteration 46Q: 3 clusters Score -598587.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -598588.062500 Penalty: 4349.906738
	Iteration 47Q: 3 clusters Score -598588.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -598590.375000 Penalty: 4349.906738
	Iteration 48Q: 3 clusters Score -598590.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -598591.562500 Penalty: 4349.906738
	Iteration 49Q: 3 clusters Score -598591.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -598591.562500 Penalty: 4349.906738
	Iteration 50Q: 3 clusters Score -598591.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -598593.250000 Penalty: 4349.906738
	Iteration 51Q: 3 clusters Score -598593.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -598593.250000 Penalty: 4349.906738
	Iteration 52F: 3 clusters Score -598593.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -107342.328125 Penalty: 1706.080322
	Iteration 0F: 2 clusters Score -107342.3 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 485 members 
Entering Unmasked Estep 
Score: -105406.320312 Penalty: 3412.160645
	Iteration 0F: 3 clusters Score -105406.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -105640.273438 Penalty: 3412.160645
	Iteration 1F: 3 clusters Score -105640.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -105697.648438 Penalty: 3412.160645
	Iteration 2Q: 3 clusters Score -105697.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -105717.476562 Penalty: 3412.160645
	Iteration 3Q: 3 clusters Score -105717.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -105731.125000 Penalty: 3412.160645
	Iteration 4Q: 3 clusters Score -105731.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -105739.328125 Penalty: 3412.160645
	Iteration 5Q: 3 clusters Score -105739.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -105748.601562 Penalty: 3412.160645
	Iteration 6Q: 3 clusters Score -105748.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -105750.757812 Penalty: 3412.160645
	Iteration 7Q: 3 clusters Score -105750.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -105752.367188 Penalty: 3412.160645
	Iteration 8Q: 3 clusters Score -105752.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -105752.773438 Penalty: 3412.160645
	Iteration 9Q: 3 clusters Score -105752.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -105752.773438 Penalty: 3412.160645
	Iteration 10F: 3 clusters Score -105752.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Entering Unmasked Estep 
Score: -714586.500000 Penalty: 2277.350830
	Iteration 0F: 2 clusters Score -714586.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -707167.125000 Penalty: 4554.701660
	Iteration 0F: 3 clusters Score -707167.1 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -709458.625000 Penalty: 4554.701660
	Iteration 1F: 3 clusters Score -709458.6 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -709928.062500 Penalty: 4554.701660
	Iteration 2F: 3 clusters Score -709928.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -710309.187500 Penalty: 4554.701660
	Iteration 3F: 3 clusters Score -710309.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -710643.375000 Penalty: 4554.701660
	Iteration 4F: 3 clusters Score -710643.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -710996.812500 Penalty: 4554.701660
	Iteration 5F: 3 clusters Score -710996.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -711370.562500 Penalty: 4554.701660
	Iteration 6F: 3 clusters Score -711370.6 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -711806.437500 Penalty: 4554.701660
	Iteration 7F: 3 clusters Score -711806.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -712193.562500 Penalty: 4554.701660
	Iteration 8F: 3 clusters Score -712193.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -712570.125000 Penalty: 4554.701660
	Iteration 9Q: 3 clusters Score -712570.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -712911.937500 Penalty: 4554.701660
	Iteration 10Q: 3 clusters Score -712911.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -713138.250000 Penalty: 4554.701660
	Iteration 11Q: 3 clusters Score -713138.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -713258.750000 Penalty: 4554.701660
	Iteration 12Q: 3 clusters Score -713258.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -713331.562500 Penalty: 4554.701660
	Iteration 13Q: 3 clusters Score -713331.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -713383.875000 Penalty: 4554.701660
	Iteration 14Q: 3 clusters Score -713383.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -713419.437500 Penalty: 4554.701660
	Iteration 15Q: 3 clusters Score -713419.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -713449.562500 Penalty: 4554.701660
	Iteration 16Q: 3 clusters Score -713449.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -713469.875000 Penalty: 4554.701660
	Iteration 17Q: 3 clusters Score -713469.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -713487.812500 Penalty: 4554.701660
	Iteration 18Q: 3 clusters Score -713487.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -713501.812500 Penalty: 4554.701660
	Iteration 19Q: 3 clusters Score -713501.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -713517.562500 Penalty: 4554.701660
	Iteration 20F: 3 clusters Score -713517.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -713521.687500 Penalty: 4554.701660
	Iteration 21Q: 3 clusters Score -713521.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -713525.250000 Penalty: 4554.701660
	Iteration 22Q: 3 clusters Score -713525.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -713531.750000 Penalty: 4554.701660
	Iteration 23Q: 3 clusters Score -713531.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -713533.375000 Penalty: 4554.701660
	Iteration 24Q: 3 clusters Score -713533.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -713536.625000 Penalty: 4554.701660
	Iteration 25Q: 3 clusters Score -713536.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -713541.437500 Penalty: 4554.701660
	Iteration 26Q: 3 clusters Score -713541.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -713542.625000 Penalty: 4554.701660
	Iteration 27Q: 3 clusters Score -713542.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -713542.250000 Penalty: 4554.701660
	Iteration 28Q: 3 clusters Score -713542.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -713542.750000 Penalty: 4554.701660
	Iteration 29Q: 3 clusters Score -713542.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -713544.375000 Penalty: 4554.701660
	Iteration 30Q: 3 clusters Score -713544.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -713546.000000 Penalty: 4554.701660
	Iteration 31Q: 3 clusters Score -713546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -713548.312500 Penalty: 4554.701660
	Iteration 32Q: 3 clusters Score -713548.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -713546.687500 Penalty: 4554.701660
	Iteration 33Q: 3 clusters Score -713546.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -713548.062500 Penalty: 4554.701660
	Iteration 34Q: 3 clusters Score -713548.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -713549.562500 Penalty: 4554.701660
	Iteration 35Q: 3 clusters Score -713549.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -713553.000000 Penalty: 4554.701660
	Iteration 36Q: 3 clusters Score -713553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -713553.062500 Penalty: 4554.701660
	Iteration 37Q: 3 clusters Score -713553.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -713553.875000 Penalty: 4554.701660
	Iteration 38Q: 3 clusters Score -713553.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -713553.187500 Penalty: 4554.701660
	Iteration 39Q: 3 clusters Score -713553.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -713555.625000 Penalty: 4554.701660
	Iteration 40F: 3 clusters Score -713555.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -713556.875000 Penalty: 4554.701660
	Iteration 41Q: 3 clusters Score -713556.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -713557.000000 Penalty: 4554.701660
	Iteration 42Q: 3 clusters Score -713557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -713556.437500 Penalty: 4554.701660
	Iteration 43Q: 3 clusters Score -713556.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -713558.125000 Penalty: 4554.701660
	Iteration 44Q: 3 clusters Score -713558.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -713558.687500 Penalty: 4554.701660
	Iteration 45Q: 3 clusters Score -713558.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -713560.562500 Penalty: 4554.701660
	Iteration 46Q: 3 clusters Score -713560.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -713562.000000 Penalty: 4554.701660
	Iteration 47Q: 3 clusters Score -713562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -713562.687500 Penalty: 4554.701660
	Iteration 48Q: 3 clusters Score -713562.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -713561.625000 Penalty: 4554.701660
	Iteration 49Q: 3 clusters Score -713561.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -713563.187500 Penalty: 4554.701660
	Iteration 50Q: 3 clusters Score -713563.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -713563.875000 Penalty: 4554.701660
	Iteration 51Q: 3 clusters Score -713563.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -713564.062500 Penalty: 4554.701660
	Iteration 52Q: 3 clusters Score -713564.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -713567.125000 Penalty: 4554.701660
	Iteration 53Q: 3 clusters Score -713567.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -713566.312500 Penalty: 4554.701660
	Iteration 54Q: 3 clusters Score -713566.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -713568.937500 Penalty: 4554.701660
	Iteration 55Q: 3 clusters Score -713568.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -713569.562500 Penalty: 4554.701660
	Iteration 56Q: 3 clusters Score -713569.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -713571.250000 Penalty: 4554.701660
	Iteration 57Q: 3 clusters Score -713571.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -713570.187500 Penalty: 4554.701660
	Iteration 58Q: 3 clusters Score -713570.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -713570.812500 Penalty: 4554.701660
	Iteration 59Q: 3 clusters Score -713570.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -713572.437500 Penalty: 4554.701660
	Iteration 60F: 3 clusters Score -713572.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -713570.500000 Penalty: 4554.701660
	Iteration 61Q: 3 clusters Score -713570.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -713572.437500 Penalty: 4554.701660
	Iteration 62Q: 3 clusters Score -713572.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -713572.437500 Penalty: 4554.701660
	Iteration 63F: 3 clusters Score -713572.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Entering Unmasked Estep 
Score: -1436747.125000 Penalty: 2352.565918
	Iteration 0F: 2 clusters Score -1436747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1427040.375000 Penalty: 4705.131836
	Iteration 0F: 3 clusters Score -1427040 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1429961.375000 Penalty: 4705.131836
	Iteration 1F: 3 clusters Score -1429961 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1430331.625000 Penalty: 4705.131836
	Iteration 2F: 3 clusters Score -1430332 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1430615.625000 Penalty: 4705.131836
	Iteration 3F: 3 clusters Score -1430616 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1430877.625000 Penalty: 4705.131836
	Iteration 4Q: 3 clusters Score -1430878 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1431134.500000 Penalty: 4705.131836
	Iteration 5Q: 3 clusters Score -1431134 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1431381.875000 Penalty: 4705.131836
	Iteration 6Q: 3 clusters Score -1431382 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1431651.750000 Penalty: 4705.131836
	Iteration 7Q: 3 clusters Score -1431652 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1431952.625000 Penalty: 4705.131836
	Iteration 8Q: 3 clusters Score -1431953 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1432281.375000 Penalty: 4705.131836
	Iteration 9Q: 3 clusters Score -1432281 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1432605.875000 Penalty: 4705.131836
	Iteration 10Q: 3 clusters Score -1432606 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1432914.750000 Penalty: 4705.131836
	Iteration 11Q: 3 clusters Score -1432915 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1433209.750000 Penalty: 4705.131836
	Iteration 12Q: 3 clusters Score -1433210 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1433443.625000 Penalty: 4705.131836
	Iteration 13Q: 3 clusters Score -1433444 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1433636.375000 Penalty: 4705.131836
	Iteration 14Q: 3 clusters Score -1433636 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1433830.875000 Penalty: 4705.131836
	Iteration 15Q: 3 clusters Score -1433831 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1434010.375000 Penalty: 4705.131836
	Iteration 16Q: 3 clusters Score -1434010 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1434175.500000 Penalty: 4705.131836
	Iteration 17Q: 3 clusters Score -1434176 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1434301.375000 Penalty: 4705.131836
	Iteration 18Q: 3 clusters Score -1434301 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1434401.750000 Penalty: 4705.131836
	Iteration 19Q: 3 clusters Score -1434402 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1434472.000000 Penalty: 4705.131836
	Iteration 20F: 3 clusters Score -1434472 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1434524.625000 Penalty: 4705.131836
	Iteration 21Q: 3 clusters Score -1434525 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1434568.500000 Penalty: 4705.131836
	Iteration 22Q: 3 clusters Score -1434568 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1434604.625000 Penalty: 4705.131836
	Iteration 23Q: 3 clusters Score -1434605 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1434631.375000 Penalty: 4705.131836
	Iteration 24Q: 3 clusters Score -1434631 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1434653.000000 Penalty: 4705.131836
	Iteration 25Q: 3 clusters Score -1434653 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1434668.125000 Penalty: 4705.131836
	Iteration 26Q: 3 clusters Score -1434668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1434681.250000 Penalty: 4705.131836
	Iteration 27Q: 3 clusters Score -1434681 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1434696.375000 Penalty: 4705.131836
	Iteration 28Q: 3 clusters Score -1434696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1434705.125000 Penalty: 4705.131836
	Iteration 29Q: 3 clusters Score -1434705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1434716.750000 Penalty: 4705.131836
	Iteration 30Q: 3 clusters Score -1434717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1434730.500000 Penalty: 4705.131836
	Iteration 31Q: 3 clusters Score -1434730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1434739.125000 Penalty: 4705.131836
	Iteration 32Q: 3 clusters Score -1434739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1434746.750000 Penalty: 4705.131836
	Iteration 33Q: 3 clusters Score -1434747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1434756.500000 Penalty: 4705.131836
	Iteration 34Q: 3 clusters Score -1434756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1434765.375000 Penalty: 4705.131836
	Iteration 35Q: 3 clusters Score -1434765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1434772.375000 Penalty: 4705.131836
	Iteration 36Q: 3 clusters Score -1434772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1434775.500000 Penalty: 4705.131836
	Iteration 37Q: 3 clusters Score -1434776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1434778.375000 Penalty: 4705.131836
	Iteration 38Q: 3 clusters Score -1434778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1434785.000000 Penalty: 4705.131836
	Iteration 39Q: 3 clusters Score -1434785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1434788.375000 Penalty: 4705.131836
	Iteration 40F: 3 clusters Score -1434788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1434788.625000 Penalty: 4705.131836
	Iteration 41Q: 3 clusters Score -1434789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1434789.875000 Penalty: 4705.131836
	Iteration 42Q: 3 clusters Score -1434790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1434789.875000 Penalty: 4705.131836
	Iteration 43F: 3 clusters Score -1434790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -95786.945312 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -95786.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -93919.695312 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -93919.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -94195.593750 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -94195.59 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -94258.828125 Penalty: 3402.368896
	Iteration 2F: 3 clusters Score -94258.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -94288.195312 Penalty: 3402.368896
	Iteration 3Q: 3 clusters Score -94288.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -94298.781250 Penalty: 3402.368896
	Iteration 4Q: 3 clusters Score -94298.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -94306.164062 Penalty: 3402.368896
	Iteration 5Q: 3 clusters Score -94306.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -94311.960938 Penalty: 3402.368896
	Iteration 6Q: 3 clusters Score -94311.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -94314.945312 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -94314.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -94318.554688 Penalty: 3402.368896
	Iteration 8Q: 3 clusters Score -94318.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -94322.031250 Penalty: 3402.368896
	Iteration 9Q: 3 clusters Score -94322.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -94322.031250 Penalty: 3402.368896
	Iteration 10F: 3 clusters Score -94322.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (90120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90120 members 
Entering Unmasked Estep 
Score: -9830804.000000 Penalty: 2829.406494
	Iteration 0F: 2 clusters Score -9830804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -9770466.000000 Penalty: 5658.812988
	Iteration 0F: 3 clusters Score -9770466 nChanged 42595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46569 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
Score: -9795015.000000 Penalty: 5658.812988
	Iteration 1F: 3 clusters Score -9795015 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47417 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -9795898.000000 Penalty: 5658.812988
	Iteration 2Q: 3 clusters Score -9795898 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -9796908.000000 Penalty: 5658.812988
	Iteration 3Q: 3 clusters Score -9796908 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50349 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -9798068.000000 Penalty: 5658.812988
	Iteration 4Q: 3 clusters Score -9798068 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52745 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -9799647.000000 Penalty: 5658.812988
	Iteration 5Q: 3 clusters Score -9799647 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -9802061.000000 Penalty: 5658.812988
	Iteration 6Q: 3 clusters Score -9802061 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60075 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -9805601.000000 Penalty: 5658.812988
	Iteration 7F: 3 clusters Score -9805601 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64646 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -9810061.000000 Penalty: 5658.812988
	Iteration 8F: 3 clusters Score -9810061 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68963 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -9814364.000000 Penalty: 5658.812988
	Iteration 9F: 3 clusters Score -9814364 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72414 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -9817384.000000 Penalty: 5658.812988
	Iteration 10Q: 3 clusters Score -9817384 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75105 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -9819363.000000 Penalty: 5658.812988
	Iteration 11Q: 3 clusters Score -9819363 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77328 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -9820710.000000 Penalty: 5658.812988
	Iteration 12Q: 3 clusters Score -9820710 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79346 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -9821909.000000 Penalty: 5658.812988
	Iteration 13Q: 3 clusters Score -9821909 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81206 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -9823055.000000 Penalty: 5658.812988
	Iteration 14Q: 3 clusters Score -9823055 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83001 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -9824177.000000 Penalty: 5658.812988
	Iteration 15Q: 3 clusters Score -9824177 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84544 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -9825143.000000 Penalty: 5658.812988
	Iteration 16Q: 3 clusters Score -9825143 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85890 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -9826117.000000 Penalty: 5658.812988
	Iteration 17Q: 3 clusters Score -9826117 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86956 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -9826854.000000 Penalty: 5658.812988
	Iteration 18Q: 3 clusters Score -9826854 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87782 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -9827442.000000 Penalty: 5658.812988
	Iteration 19Q: 3 clusters Score -9827442 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88350 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -9827788.000000 Penalty: 5658.812988
	Iteration 20F: 3 clusters Score -9827788 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88689 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -9828002.000000 Penalty: 5658.812988
	Iteration 21Q: 3 clusters Score -9828002 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88907 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -9828143.000000 Penalty: 5658.812988
	Iteration 22Q: 3 clusters Score -9828143 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89048 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -9828237.000000 Penalty: 5658.812988
	Iteration 23Q: 3 clusters Score -9828237 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89140 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -9828305.000000 Penalty: 5658.812988
	Iteration 24Q: 3 clusters Score -9828305 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89211 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -9828338.000000 Penalty: 5658.812988
	Iteration 25Q: 3 clusters Score -9828338 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89267 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -9828373.000000 Penalty: 5658.812988
	Iteration 26Q: 3 clusters Score -9828373 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89301 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -9828379.000000 Penalty: 5658.812988
	Iteration 27Q: 3 clusters Score -9828379 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89323 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -9828401.000000 Penalty: 5658.812988
	Iteration 28Q: 3 clusters Score -9828401 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89342 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -9828424.000000 Penalty: 5658.812988
	Iteration 29Q: 3 clusters Score -9828424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89360 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -9828441.000000 Penalty: 5658.812988
	Iteration 30Q: 3 clusters Score -9828441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89374 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -9828454.000000 Penalty: 5658.812988
	Iteration 31Q: 3 clusters Score -9828454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89381 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9828466.000000 Penalty: 5658.812988
	Iteration 32Q: 3 clusters Score -9828466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89390 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -9828469.000000 Penalty: 5658.812988
	Iteration 33Q: 3 clusters Score -9828469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89400 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -9828473.000000 Penalty: 5658.812988
	Iteration 34Q: 3 clusters Score -9828473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89411 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -9828470.000000 Penalty: 5658.812988
	Iteration 35Q: 3 clusters Score -9828470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89416 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9828470.000000 Penalty: 5658.812988
	Iteration 36Q: 3 clusters Score -9828470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89419 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -9828475.000000 Penalty: 5658.812988
	Iteration 37Q: 3 clusters Score -9828475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89425 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -9828478.000000 Penalty: 5658.812988
	Iteration 38Q: 3 clusters Score -9828478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89432 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -9828481.000000 Penalty: 5658.812988
	Iteration 39Q: 3 clusters Score -9828481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89439 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -9828479.000000 Penalty: 5658.812988
	Iteration 40F: 3 clusters Score -9828479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89440 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -9828484.000000 Penalty: 5658.812988
	Iteration 41Q: 3 clusters Score -9828484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89440 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -9828489.000000 Penalty: 5658.812988
	Iteration 42Q: 3 clusters Score -9828489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89443 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -9828493.000000 Penalty: 5658.812988
	Iteration 43Q: 3 clusters Score -9828493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89446 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -9828487.000000 Penalty: 5658.812988
	Iteration 44Q: 3 clusters Score -9828487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89449 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -9828487.000000 Penalty: 5658.812988
	Iteration 45Q: 3 clusters Score -9828487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89450 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -9828491.000000 Penalty: 5658.812988
	Iteration 46Q: 3 clusters Score -9828491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89450 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -9828491.000000 Penalty: 5658.812988
	Iteration 47F: 3 clusters Score -9828491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (55650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55650 members 
Entering Unmasked Estep 
Score: -6021970.000000 Penalty: 2709.855469
	Iteration 0F: 2 clusters Score -6021970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -5984634.000000 Penalty: 5419.710938
	Iteration 0F: 3 clusters Score -5984634 nChanged 25837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -5999207.500000 Penalty: 5419.710938
	Iteration 1F: 3 clusters Score -5999208 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -6000029.000000 Penalty: 5419.710938
	Iteration 2Q: 3 clusters Score -6000029 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -6001087.000000 Penalty: 5419.710938
	Iteration 3Q: 3 clusters Score -6001087 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -6002597.500000 Penalty: 5419.710938
	Iteration 4Q: 3 clusters Score -6002598 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -6004582.000000 Penalty: 5419.710938
	Iteration 5F: 3 clusters Score -6004582 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -6007014.000000 Penalty: 5419.710938
	Iteration 6F: 3 clusters Score -6007014 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -6010362.000000 Penalty: 5419.710938
	Iteration 7F: 3 clusters Score -6010362 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -6014347.500000 Penalty: 5419.710938
	Iteration 8F: 3 clusters Score -6014348 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -6017878.500000 Penalty: 5419.710938
	Iteration 9F: 3 clusters Score -6017878 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -6020024.500000 Penalty: 5419.710938
	Iteration 10F: 3 clusters Score -6020024 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -6021262.000000 Penalty: 5419.710938
	Iteration 11Q: 3 clusters Score -6021262 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -6021990.500000 Penalty: 5419.710938
	Iteration 12Q: 3 clusters Score -6021990 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -6022482.500000 Penalty: 5419.710938
	Iteration 13Q: 3 clusters Score -6022482 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -6022884.500000 Penalty: 5419.710938
	Iteration 14Q: 3 clusters Score -6022884 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -6023108.500000 Penalty: 5419.710938
	Iteration 15Q: 3 clusters Score -6023108 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -6023274.000000 Penalty: 5419.710938
	Iteration 16Q: 3 clusters Score -6023274 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -6023395.500000 Penalty: 5419.710938
	Iteration 17Q: 3 clusters Score -6023396 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -6023446.000000 Penalty: 5419.710938
	Iteration 18Q: 3 clusters Score -6023446 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -6023491.000000 Penalty: 5419.710938
	Iteration 19Q: 3 clusters Score -6023491 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -6023508.000000 Penalty: 5419.710938
	Iteration 20F: 3 clusters Score -6023508 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -6023509.500000 Penalty: 5419.710938
	Iteration 21Q: 3 clusters Score -6023510 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -6023511.500000 Penalty: 5419.710938
	Iteration 22Q: 3 clusters Score -6023512 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -6023520.500000 Penalty: 5419.710938
	Iteration 23Q: 3 clusters Score -6023520 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -6023531.500000 Penalty: 5419.710938
	Iteration 24Q: 3 clusters Score -6023532 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -6023546.000000 Penalty: 5419.710938
	Iteration 25Q: 3 clusters Score -6023546 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -6023560.500000 Penalty: 5419.710938
	Iteration 26Q: 3 clusters Score -6023560 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -6023556.500000 Penalty: 5419.710938
	Iteration 27Q: 3 clusters Score -6023556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -6023563.500000 Penalty: 5419.710938
	Iteration 28Q: 3 clusters Score -6023564 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -6023549.000000 Penalty: 5419.710938
	Iteration 29Q: 3 clusters Score -6023549 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -6023539.500000 Penalty: 5419.710938
	Iteration 30Q: 3 clusters Score -6023540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -6023538.000000 Penalty: 5419.710938
	Iteration 31Q: 3 clusters Score -6023538 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -6023546.000000 Penalty: 5419.710938
	Iteration 32Q: 3 clusters Score -6023546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -6023548.000000 Penalty: 5419.710938
	Iteration 33Q: 3 clusters Score -6023548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -6023549.000000 Penalty: 5419.710938
	Iteration 34Q: 3 clusters Score -6023549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -6023534.500000 Penalty: 5419.710938
	Iteration 35Q: 3 clusters Score -6023534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -6023532.500000 Penalty: 5419.710938
	Iteration 36Q: 3 clusters Score -6023532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -6023538.500000 Penalty: 5419.710938
	Iteration 37Q: 3 clusters Score -6023538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -6023537.500000 Penalty: 5419.710938
	Iteration 38Q: 3 clusters Score -6023538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -6023545.000000 Penalty: 5419.710938
	Iteration 39Q: 3 clusters Score -6023545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -6023548.000000 Penalty: 5419.710938
	Iteration 40F: 3 clusters Score -6023548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -6023543.500000 Penalty: 5419.710938
	Iteration 41Q: 3 clusters Score -6023544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -6023535.000000 Penalty: 5419.710938
	Iteration 42Q: 3 clusters Score -6023535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -6023547.500000 Penalty: 5419.710938
	Iteration 43Q: 3 clusters Score -6023548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -6023546.500000 Penalty: 5419.710938
	Iteration 44Q: 3 clusters Score -6023546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -6023541.500000 Penalty: 5419.710938
	Iteration 45Q: 3 clusters Score -6023542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -6023541.500000 Penalty: 5419.710938
	Iteration 46Q: 3 clusters Score -6023542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -6023552.500000 Penalty: 5419.710938
	Iteration 47Q: 3 clusters Score -6023552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -6023556.000000 Penalty: 5419.710938
	Iteration 48Q: 3 clusters Score -6023556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -6023561.500000 Penalty: 5419.710938
	Iteration 49Q: 3 clusters Score -6023562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -6023558.000000 Penalty: 5419.710938
	Iteration 50Q: 3 clusters Score -6023558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -6023558.500000 Penalty: 5419.710938
	Iteration 51Q: 3 clusters Score -6023558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -6023553.500000 Penalty: 5419.710938
	Iteration 52Q: 3 clusters Score -6023554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -6023549.000000 Penalty: 5419.710938
	Iteration 53Q: 3 clusters Score -6023549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -6023546.500000 Penalty: 5419.710938
	Iteration 54Q: 3 clusters Score -6023546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -6023554.500000 Penalty: 5419.710938
	Iteration 55Q: 3 clusters Score -6023554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -6023554.500000 Penalty: 5419.710938
	Iteration 56F: 3 clusters Score -6023554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 22582 members 
Mstep: Class 3 contains 18927 members 
Mstep: Class 4 contains 5019 members 
Mstep: Class 5 contains 9097 members 
Mstep: Class 6 contains 2228 members 
Mstep: Class 7 contains 16107 members 
Mstep: Class 8 contains 36136 members 
Mstep: Class 9 contains 8068 members 
Mstep: Class 10 contains 11386 members 
Mstep: Class 11 contains 30887 members 
Mstep: Class 12 contains 4157 members 
Mstep: Class 13 contains 23992 members 
Mstep: Class 14 contains 20500 members 
Mstep: Class 15 contains 20002 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6438 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9729 members 
Mstep: Class 21 contains 13176 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 90120 members 
Mstep: Class 24 contains 29317 members 
Mstep: Class 25 contains 11999 members 
Mstep: Class 26 contains 5691 members 
Mstep: Class 27 contains 8887 members 
Mstep: Class 28 contains 13835 members 
Mstep: Class 29 contains 5408 members 
Mstep: Class 30 contains 7085 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3048 members 
Mstep: Class 34 contains 2403 members 
Mstep: Class 35 contains 5209 members 
Mstep: Class 36 contains 8498 members 
Mstep: Class 37 contains 7561 members 
Mstep: Class 38 contains 39873 members 
Mstep: Class 39 contains 6113 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1229 members 
Mstep: Class 43 contains 11173 members 
Mstep: Class 44 contains 5438 members 
Mstep: Class 45 contains 25505 members 
Mstep: Class 46 contains 24682 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14408 members 
Mstep: Class 50 contains 9567 members 
Mstep: Class 51 contains 5835 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 26333 members 
Entering Unmasked Estep 
Score: -64756456.000000 Penalty: 175892.625000
Splitting cluster 24 changes total score from -64753892.000000 to -64756456.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 25 (11999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Entering Unmasked Estep 
Score: -1212049.000000 Penalty: 2329.359375
	Iteration 0F: 2 clusters Score -1212049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1203158.250000 Penalty: 4658.718750
	Iteration 0F: 3 clusters Score -1203158 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1206317.125000 Penalty: 4658.718750
	Iteration 1F: 3 clusters Score -1206317 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1207218.375000 Penalty: 4658.718750
	Iteration 2F: 3 clusters Score -1207218 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1208003.125000 Penalty: 4658.718750
	Iteration 3F: 3 clusters Score -1208003 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1208588.125000 Penalty: 4658.718750
	Iteration 4F: 3 clusters Score -1208588 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1209010.250000 Penalty: 4658.718750
	Iteration 5F: 3 clusters Score -1209010 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1209286.125000 Penalty: 4658.718750
	Iteration 6Q: 3 clusters Score -1209286 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1209483.500000 Penalty: 4658.718750
	Iteration 7Q: 3 clusters Score -1209484 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1209605.750000 Penalty: 4658.718750
	Iteration 8Q: 3 clusters Score -1209606 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1209705.500000 Penalty: 4658.718750
	Iteration 9Q: 3 clusters Score -1209706 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1209808.000000 Penalty: 4658.718750
	Iteration 10Q: 3 clusters Score -1209808 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1209918.750000 Penalty: 4658.718750
	Iteration 11Q: 3 clusters Score -1209919 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1210008.125000 Penalty: 4658.718750
	Iteration 12Q: 3 clusters Score -1210008 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1210102.375000 Penalty: 4658.718750
	Iteration 13Q: 3 clusters Score -1210102 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1210209.625000 Penalty: 4658.718750
	Iteration 14Q: 3 clusters Score -1210210 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1210317.500000 Penalty: 4658.718750
	Iteration 15Q: 3 clusters Score -1210318 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1210444.875000 Penalty: 4658.718750
	Iteration 16Q: 3 clusters Score -1210445 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1210571.250000 Penalty: 4658.718750
	Iteration 17Q: 3 clusters Score -1210571 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1210689.750000 Penalty: 4658.718750
	Iteration 18Q: 3 clusters Score -1210690 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1210825.625000 Penalty: 4658.718750
	Iteration 19Q: 3 clusters Score -1210826 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1210979.375000 Penalty: 4658.718750
	Iteration 20F: 3 clusters Score -1210979 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1211133.750000 Penalty: 4658.718750
	Iteration 21Q: 3 clusters Score -1211134 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1211315.375000 Penalty: 4658.718750
	Iteration 22Q: 3 clusters Score -1211315 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1211508.000000 Penalty: 4658.718750
	Iteration 23Q: 3 clusters Score -1211508 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1211698.750000 Penalty: 4658.718750
	Iteration 24Q: 3 clusters Score -1211699 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1211869.750000 Penalty: 4658.718750
	Iteration 25Q: 3 clusters Score -1211870 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1212031.750000 Penalty: 4658.718750
	Iteration 26Q: 3 clusters Score -1212032 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1212204.625000 Penalty: 4658.718750
	Iteration 27Q: 3 clusters Score -1212205 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1212390.500000 Penalty: 4658.718750
	Iteration 28Q: 3 clusters Score -1212390 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1212584.250000 Penalty: 4658.718750
	Iteration 29Q: 3 clusters Score -1212584 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1212848.750000 Penalty: 4658.718750
	Iteration 30Q: 3 clusters Score -1212849 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1213100.375000 Penalty: 4658.718750
	Iteration 31Q: 3 clusters Score -1213100 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1213260.250000 Penalty: 4658.718750
	Iteration 32Q: 3 clusters Score -1213260 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1213324.500000 Penalty: 4658.718750
	Iteration 33Q: 3 clusters Score -1213324 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1213371.125000 Penalty: 4658.718750
	Iteration 34Q: 3 clusters Score -1213371 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1213385.625000 Penalty: 4658.718750
	Iteration 35Q: 3 clusters Score -1213386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1213393.250000 Penalty: 4658.718750
	Iteration 36Q: 3 clusters Score -1213393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1213396.125000 Penalty: 4658.718750
	Iteration 37Q: 3 clusters Score -1213396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1213397.875000 Penalty: 4658.718750
	Iteration 38Q: 3 clusters Score -1213398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1213400.125000 Penalty: 4658.718750
	Iteration 39Q: 3 clusters Score -1213400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1213401.125000 Penalty: 4658.718750
	Iteration 40F: 3 clusters Score -1213401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1213401.750000 Penalty: 4658.718750
	Iteration 41Q: 3 clusters Score -1213402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1213401.750000 Penalty: 4658.718750
	Iteration 42F: 3 clusters Score -1213402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 22582 members 
Mstep: Class 3 contains 18927 members 
Mstep: Class 4 contains 5019 members 
Mstep: Class 5 contains 9097 members 
Mstep: Class 6 contains 2228 members 
Mstep: Class 7 contains 16107 members 
Mstep: Class 8 contains 36136 members 
Mstep: Class 9 contains 8068 members 
Mstep: Class 10 contains 11386 members 
Mstep: Class 11 contains 30887 members 
Mstep: Class 12 contains 4157 members 
Mstep: Class 13 contains 23992 members 
Mstep: Class 14 contains 20500 members 
Mstep: Class 15 contains 20002 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6438 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9729 members 
Mstep: Class 21 contains 13176 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 90120 members 
Mstep: Class 24 contains 29317 members 
Mstep: Class 25 contains 10524 members 
Mstep: Class 26 contains 5691 members 
Mstep: Class 27 contains 8887 members 
Mstep: Class 28 contains 13835 members 
Mstep: Class 29 contains 5408 members 
Mstep: Class 30 contains 7085 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3048 members 
Mstep: Class 34 contains 2403 members 
Mstep: Class 35 contains 5209 members 
Mstep: Class 36 contains 8498 members 
Mstep: Class 37 contains 7561 members 
Mstep: Class 38 contains 39873 members 
Mstep: Class 39 contains 6113 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1229 members 
Mstep: Class 43 contains 11173 members 
Mstep: Class 44 contains 5438 members 
Mstep: Class 45 contains 25505 members 
Mstep: Class 46 contains 24682 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14408 members 
Mstep: Class 50 contains 9567 members 
Mstep: Class 51 contains 5835 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 26333 members 
Mstep: Class 54 contains 1475 members 
Entering Unmasked Estep 
Score: -64756836.000000 Penalty: 179211.343750
Splitting cluster 25 changes total score from -64753892.000000 to -64756836.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 26 (5691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Entering Unmasked Estep 
Score: -521426.500000 Penalty: 2144.366943
	Iteration 0F: 2 clusters Score -521426.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -516518.218750 Penalty: 4288.733887
	Iteration 0F: 3 clusters Score -516518.2 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -517901.500000 Penalty: 4288.733887
	Iteration 1F: 3 clusters Score -517901.5 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -518289.312500 Penalty: 4288.733887
	Iteration 2F: 3 clusters Score -518289.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -518547.343750 Penalty: 4288.733887
	Iteration 3F: 3 clusters Score -518547.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -518724.375000 Penalty: 4288.733887
	Iteration 4Q: 3 clusters Score -518724.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -518860.187500 Penalty: 4288.733887
	Iteration 5Q: 3 clusters Score -518860.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -518954.687500 Penalty: 4288.733887
	Iteration 6Q: 3 clusters Score -518954.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -519057.406250 Penalty: 4288.733887
	Iteration 7Q: 3 clusters Score -519057.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -519163.625000 Penalty: 4288.733887
	Iteration 8Q: 3 clusters Score -519163.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -519258.437500 Penalty: 4288.733887
	Iteration 9Q: 3 clusters Score -519258.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -519320.406250 Penalty: 4288.733887
	Iteration 10Q: 3 clusters Score -519320.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -519373.906250 Penalty: 4288.733887
	Iteration 11Q: 3 clusters Score -519373.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -519434.281250 Penalty: 4288.733887
	Iteration 12Q: 3 clusters Score -519434.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -519487.968750 Penalty: 4288.733887
	Iteration 13Q: 3 clusters Score -519488 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -519535.375000 Penalty: 4288.733887
	Iteration 14Q: 3 clusters Score -519535.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -519571.343750 Penalty: 4288.733887
	Iteration 15Q: 3 clusters Score -519571.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -519600.750000 Penalty: 4288.733887
	Iteration 16Q: 3 clusters Score -519600.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -519630.906250 Penalty: 4288.733887
	Iteration 17Q: 3 clusters Score -519630.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -519650.093750 Penalty: 4288.733887
	Iteration 18Q: 3 clusters Score -519650.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -519660.187500 Penalty: 4288.733887
	Iteration 19Q: 3 clusters Score -519660.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -519664.031250 Penalty: 4288.733887
	Iteration 20F: 3 clusters Score -519664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -519667.281250 Penalty: 4288.733887
	Iteration 21Q: 3 clusters Score -519667.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -519672.468750 Penalty: 4288.733887
	Iteration 22Q: 3 clusters Score -519672.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -519676.937500 Penalty: 4288.733887
	Iteration 23Q: 3 clusters Score -519676.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -519677.281250 Penalty: 4288.733887
	Iteration 24Q: 3 clusters Score -519677.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -519679.687500 Penalty: 4288.733887
	Iteration 25Q: 3 clusters Score -519679.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -519680.062500 Penalty: 4288.733887
	Iteration 26Q: 3 clusters Score -519680.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -519681.031250 Penalty: 4288.733887
	Iteration 27Q: 3 clusters Score -519681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -519682.125000 Penalty: 4288.733887
	Iteration 28Q: 3 clusters Score -519682.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -519682.125000 Penalty: 4288.733887
	Iteration 29F: 3 clusters Score -519682.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Entering Unmasked Estep 
Score: -956347.062500 Penalty: 2254.901611
	Iteration 0F: 2 clusters Score -956347.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -949311.625000 Penalty: 4509.803223
	Iteration 0F: 3 clusters Score -949311.6 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -951297.375000 Penalty: 4509.803223
	Iteration 1F: 3 clusters Score -951297.4 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -951643.750000 Penalty: 4509.803223
	Iteration 2F: 3 clusters Score -951643.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -951926.875000 Penalty: 4509.803223
	Iteration 3F: 3 clusters Score -951926.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -952189.625000 Penalty: 4509.803223
	Iteration 4Q: 3 clusters Score -952189.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -952458.875000 Penalty: 4509.803223
	Iteration 5Q: 3 clusters Score -952458.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -952738.437500 Penalty: 4509.803223
	Iteration 6Q: 3 clusters Score -952738.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -953023.125000 Penalty: 4509.803223
	Iteration 7Q: 3 clusters Score -953023.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -953278.937500 Penalty: 4509.803223
	Iteration 8Q: 3 clusters Score -953278.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -953536.750000 Penalty: 4509.803223
	Iteration 9Q: 3 clusters Score -953536.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -953792.562500 Penalty: 4509.803223
	Iteration 10Q: 3 clusters Score -953792.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -954008.562500 Penalty: 4509.803223
	Iteration 11Q: 3 clusters Score -954008.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -954198.375000 Penalty: 4509.803223
	Iteration 12Q: 3 clusters Score -954198.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -954339.562500 Penalty: 4509.803223
	Iteration 13Q: 3 clusters Score -954339.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -954454.375000 Penalty: 4509.803223
	Iteration 14Q: 3 clusters Score -954454.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -954532.125000 Penalty: 4509.803223
	Iteration 15Q: 3 clusters Score -954532.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -954599.062500 Penalty: 4509.803223
	Iteration 16Q: 3 clusters Score -954599.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -954646.437500 Penalty: 4509.803223
	Iteration 17Q: 3 clusters Score -954646.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -954690.187500 Penalty: 4509.803223
	Iteration 18Q: 3 clusters Score -954690.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -954723.250000 Penalty: 4509.803223
	Iteration 19Q: 3 clusters Score -954723.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -954749.062500 Penalty: 4509.803223
	Iteration 20F: 3 clusters Score -954749.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -954772.187500 Penalty: 4509.803223
	Iteration 21Q: 3 clusters Score -954772.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -954786.187500 Penalty: 4509.803223
	Iteration 22Q: 3 clusters Score -954786.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -954794.937500 Penalty: 4509.803223
	Iteration 23Q: 3 clusters Score -954794.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -954802.500000 Penalty: 4509.803223
	Iteration 24Q: 3 clusters Score -954802.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -954806.250000 Penalty: 4509.803223
	Iteration 25Q: 3 clusters Score -954806.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -954809.000000 Penalty: 4509.803223
	Iteration 26Q: 3 clusters Score -954809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -954816.000000 Penalty: 4509.803223
	Iteration 27Q: 3 clusters Score -954816 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -954822.500000 Penalty: 4509.803223
	Iteration 28Q: 3 clusters Score -954822.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -954828.062500 Penalty: 4509.803223
	Iteration 29Q: 3 clusters Score -954828.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -954831.562500 Penalty: 4509.803223
	Iteration 30Q: 3 clusters Score -954831.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -954840.375000 Penalty: 4509.803223
	Iteration 31Q: 3 clusters Score -954840.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -954843.500000 Penalty: 4509.803223
	Iteration 32Q: 3 clusters Score -954843.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -954847.250000 Penalty: 4509.803223
	Iteration 33Q: 3 clusters Score -954847.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -954853.125000 Penalty: 4509.803223
	Iteration 34Q: 3 clusters Score -954853.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -954852.500000 Penalty: 4509.803223
	Iteration 35Q: 3 clusters Score -954852.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -954859.000000 Penalty: 4509.803223
	Iteration 36Q: 3 clusters Score -954859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -954865.312500 Penalty: 4509.803223
	Iteration 37Q: 3 clusters Score -954865.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -954867.500000 Penalty: 4509.803223
	Iteration 38Q: 3 clusters Score -954867.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -954871.875000 Penalty: 4509.803223
	Iteration 39Q: 3 clusters Score -954871.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -954876.375000 Penalty: 4509.803223
	Iteration 40F: 3 clusters Score -954876.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -954876.312500 Penalty: 4509.803223
	Iteration 41Q: 3 clusters Score -954876.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -954883.125000 Penalty: 4509.803223
	Iteration 42Q: 3 clusters Score -954883.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -954883.937500 Penalty: 4509.803223
	Iteration 43Q: 3 clusters Score -954883.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -954886.437500 Penalty: 4509.803223
	Iteration 44Q: 3 clusters Score -954886.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -954894.812500 Penalty: 4509.803223
	Iteration 45Q: 3 clusters Score -954894.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -954896.250000 Penalty: 4509.803223
	Iteration 46Q: 3 clusters Score -954896.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -954897.875000 Penalty: 4509.803223
	Iteration 47Q: 3 clusters Score -954897.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -954899.250000 Penalty: 4509.803223
	Iteration 48Q: 3 clusters Score -954899.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -954903.000000 Penalty: 4509.803223
	Iteration 49Q: 3 clusters Score -954903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -954904.250000 Penalty: 4509.803223
	Iteration 50Q: 3 clusters Score -954904.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -954907.937500 Penalty: 4509.803223
	Iteration 51Q: 3 clusters Score -954907.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -954907.562500 Penalty: 4509.803223
	Iteration 52Q: 3 clusters Score -954907.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -954907.187500 Penalty: 4509.803223
	Iteration 53Q: 3 clusters Score -954907.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -954908.250000 Penalty: 4509.803223
	Iteration 54Q: 3 clusters Score -954908.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -954913.000000 Penalty: 4509.803223
	Iteration 55Q: 3 clusters Score -954913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -954912.625000 Penalty: 4509.803223
	Iteration 56Q: 3 clusters Score -954912.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -954911.687500 Penalty: 4509.803223
	Iteration 57Q: 3 clusters Score -954911.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -954914.937500 Penalty: 4509.803223
	Iteration 58Q: 3 clusters Score -954914.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -954914.250000 Penalty: 4509.803223
	Iteration 59Q: 3 clusters Score -954914.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -954913.500000 Penalty: 4509.803223
	Iteration 60F: 3 clusters Score -954913.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Entering Unmasked Estep 
Score: -1524443.000000 Penalty: 2364.669434
	Iteration 0F: 2 clusters Score -1524443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1514339.625000 Penalty: 4729.338867
	Iteration 0F: 3 clusters Score -1514340 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1517407.750000 Penalty: 4729.338867
	Iteration 1F: 3 clusters Score -1517408 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1517770.125000 Penalty: 4729.338867
	Iteration 2F: 3 clusters Score -1517770 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1518044.875000 Penalty: 4729.338867
	Iteration 3F: 3 clusters Score -1518045 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1518302.000000 Penalty: 4729.338867
	Iteration 4Q: 3 clusters Score -1518302 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1518633.500000 Penalty: 4729.338867
	Iteration 5Q: 3 clusters Score -1518634 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1519035.500000 Penalty: 4729.338867
	Iteration 6Q: 3 clusters Score -1519036 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1519533.500000 Penalty: 4729.338867
	Iteration 7F: 3 clusters Score -1519534 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1520149.125000 Penalty: 4729.338867
	Iteration 8F: 3 clusters Score -1520149 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1520760.500000 Penalty: 4729.338867
	Iteration 9F: 3 clusters Score -1520760 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1521251.500000 Penalty: 4729.338867
	Iteration 10Q: 3 clusters Score -1521252 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1521626.000000 Penalty: 4729.338867
	Iteration 11Q: 3 clusters Score -1521626 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1521893.750000 Penalty: 4729.338867
	Iteration 12Q: 3 clusters Score -1521894 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1522075.750000 Penalty: 4729.338867
	Iteration 13Q: 3 clusters Score -1522076 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1522195.125000 Penalty: 4729.338867
	Iteration 14Q: 3 clusters Score -1522195 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1522274.625000 Penalty: 4729.338867
	Iteration 15Q: 3 clusters Score -1522275 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1522331.250000 Penalty: 4729.338867
	Iteration 16Q: 3 clusters Score -1522331 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1522366.750000 Penalty: 4729.338867
	Iteration 17Q: 3 clusters Score -1522367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1522388.875000 Penalty: 4729.338867
	Iteration 18Q: 3 clusters Score -1522389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1522407.375000 Penalty: 4729.338867
	Iteration 19Q: 3 clusters Score -1522407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1522426.250000 Penalty: 4729.338867
	Iteration 20F: 3 clusters Score -1522426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1522425.625000 Penalty: 4729.338867
	Iteration 21Q: 3 clusters Score -1522426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1522430.250000 Penalty: 4729.338867
	Iteration 22Q: 3 clusters Score -1522430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1522432.625000 Penalty: 4729.338867
	Iteration 23Q: 3 clusters Score -1522433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1522434.500000 Penalty: 4729.338867
	Iteration 24Q: 3 clusters Score -1522434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1522436.000000 Penalty: 4729.338867
	Iteration 25Q: 3 clusters Score -1522436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1522436.125000 Penalty: 4729.338867
	Iteration 26Q: 3 clusters Score -1522436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1522438.750000 Penalty: 4729.338867
	Iteration 27Q: 3 clusters Score -1522439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1522437.375000 Penalty: 4729.338867
	Iteration 28Q: 3 clusters Score -1522437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1522442.625000 Penalty: 4729.338867
	Iteration 29Q: 3 clusters Score -1522443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1522446.625000 Penalty: 4729.338867
	Iteration 30Q: 3 clusters Score -1522447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1522445.875000 Penalty: 4729.338867
	Iteration 31Q: 3 clusters Score -1522446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1522447.375000 Penalty: 4729.338867
	Iteration 32Q: 3 clusters Score -1522447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1522450.750000 Penalty: 4729.338867
	Iteration 33Q: 3 clusters Score -1522451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1522451.000000 Penalty: 4729.338867
	Iteration 34Q: 3 clusters Score -1522451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1522452.000000 Penalty: 4729.338867
	Iteration 35Q: 3 clusters Score -1522452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1522452.000000 Penalty: 4729.338867
	Iteration 36F: 3 clusters Score -1522452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Entering Unmasked Estep 
Score: -591121.250000 Penalty: 2131.717285
	Iteration 0F: 2 clusters Score -591121.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -586344.375000 Penalty: 4263.434570
	Iteration 0F: 3 clusters Score -586344.4 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -587487.687500 Penalty: 4263.434570
	Iteration 1F: 3 clusters Score -587487.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -587683.562500 Penalty: 4263.434570
	Iteration 2F: 3 clusters Score -587683.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -587808.937500 Penalty: 4263.434570
	Iteration 3Q: 3 clusters Score -587808.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -587904.000000 Penalty: 4263.434570
	Iteration 4Q: 3 clusters Score -587904 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -587990.250000 Penalty: 4263.434570
	Iteration 5Q: 3 clusters Score -587990.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -588065.375000 Penalty: 4263.434570
	Iteration 6Q: 3 clusters Score -588065.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -588126.375000 Penalty: 4263.434570
	Iteration 7Q: 3 clusters Score -588126.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -588174.312500 Penalty: 4263.434570
	Iteration 8Q: 3 clusters Score -588174.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -588216.875000 Penalty: 4263.434570
	Iteration 9Q: 3 clusters Score -588216.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -588251.562500 Penalty: 4263.434570
	Iteration 10Q: 3 clusters Score -588251.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -588288.937500 Penalty: 4263.434570
	Iteration 11Q: 3 clusters Score -588288.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -588325.687500 Penalty: 4263.434570
	Iteration 12Q: 3 clusters Score -588325.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -588366.187500 Penalty: 4263.434570
	Iteration 13Q: 3 clusters Score -588366.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -588415.187500 Penalty: 4263.434570
	Iteration 14Q: 3 clusters Score -588415.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -588459.687500 Penalty: 4263.434570
	Iteration 15Q: 3 clusters Score -588459.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -588508.187500 Penalty: 4263.434570
	Iteration 16Q: 3 clusters Score -588508.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -588573.187500 Penalty: 4263.434570
	Iteration 17Q: 3 clusters Score -588573.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -588658.000000 Penalty: 4263.434570
	Iteration 18Q: 3 clusters Score -588658 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -588738.187500 Penalty: 4263.434570
	Iteration 19Q: 3 clusters Score -588738.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -588812.437500 Penalty: 4263.434570
	Iteration 20F: 3 clusters Score -588812.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -588896.500000 Penalty: 4263.434570
	Iteration 21Q: 3 clusters Score -588896.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -588969.125000 Penalty: 4263.434570
	Iteration 22Q: 3 clusters Score -588969.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -589021.750000 Penalty: 4263.434570
	Iteration 23Q: 3 clusters Score -589021.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -589076.875000 Penalty: 4263.434570
	Iteration 24Q: 3 clusters Score -589076.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -589125.562500 Penalty: 4263.434570
	Iteration 25Q: 3 clusters Score -589125.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -589163.750000 Penalty: 4263.434570
	Iteration 26Q: 3 clusters Score -589163.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -589196.062500 Penalty: 4263.434570
	Iteration 27Q: 3 clusters Score -589196.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -589221.750000 Penalty: 4263.434570
	Iteration 28Q: 3 clusters Score -589221.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -589239.500000 Penalty: 4263.434570
	Iteration 29Q: 3 clusters Score -589239.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -589254.000000 Penalty: 4263.434570
	Iteration 30Q: 3 clusters Score -589254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -589262.250000 Penalty: 4263.434570
	Iteration 31Q: 3 clusters Score -589262.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -589266.187500 Penalty: 4263.434570
	Iteration 32Q: 3 clusters Score -589266.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -589268.687500 Penalty: 4263.434570
	Iteration 33Q: 3 clusters Score -589268.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -589272.687500 Penalty: 4263.434570
	Iteration 34Q: 3 clusters Score -589272.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -589274.375000 Penalty: 4263.434570
	Iteration 35Q: 3 clusters Score -589274.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -589279.250000 Penalty: 4263.434570
	Iteration 36Q: 3 clusters Score -589279.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -589284.000000 Penalty: 4263.434570
	Iteration 37Q: 3 clusters Score -589284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -589286.000000 Penalty: 4263.434570
	Iteration 38Q: 3 clusters Score -589286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -589286.437500 Penalty: 4263.434570
	Iteration 39Q: 3 clusters Score -589286.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -589286.437500 Penalty: 4263.434570
	Iteration 40F: 3 clusters Score -589286.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Entering Unmasked Estep 
Score: -745168.687500 Penalty: 2198.702393
	Iteration 0F: 2 clusters Score -745168.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -739373.687500 Penalty: 4397.404785
	Iteration 0F: 3 clusters Score -739373.7 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -740910.062500 Penalty: 4397.404785
	Iteration 1F: 3 clusters Score -740910.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -741216.062500 Penalty: 4397.404785
	Iteration 2F: 3 clusters Score -741216.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -741450.312500 Penalty: 4397.404785
	Iteration 3F: 3 clusters Score -741450.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -741642.125000 Penalty: 4397.404785
	Iteration 4F: 3 clusters Score -741642.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -741827.875000 Penalty: 4397.404785
	Iteration 5Q: 3 clusters Score -741827.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -742004.312500 Penalty: 4397.404785
	Iteration 6Q: 3 clusters Score -742004.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -742163.375000 Penalty: 4397.404785
	Iteration 7Q: 3 clusters Score -742163.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -742313.812500 Penalty: 4397.404785
	Iteration 8Q: 3 clusters Score -742313.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -742436.000000 Penalty: 4397.404785
	Iteration 9Q: 3 clusters Score -742436 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -742537.000000 Penalty: 4397.404785
	Iteration 10Q: 3 clusters Score -742537 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -742628.375000 Penalty: 4397.404785
	Iteration 11Q: 3 clusters Score -742628.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -742713.625000 Penalty: 4397.404785
	Iteration 12Q: 3 clusters Score -742713.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -742799.125000 Penalty: 4397.404785
	Iteration 13Q: 3 clusters Score -742799.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -742871.750000 Penalty: 4397.404785
	Iteration 14Q: 3 clusters Score -742871.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -742936.250000 Penalty: 4397.404785
	Iteration 15Q: 3 clusters Score -742936.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -742998.187500 Penalty: 4397.404785
	Iteration 16Q: 3 clusters Score -742998.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -743062.562500 Penalty: 4397.404785
	Iteration 17Q: 3 clusters Score -743062.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -743140.312500 Penalty: 4397.404785
	Iteration 18Q: 3 clusters Score -743140.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -743243.937500 Penalty: 4397.404785
	Iteration 19Q: 3 clusters Score -743243.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -743387.875000 Penalty: 4397.404785
	Iteration 20F: 3 clusters Score -743387.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -743553.937500 Penalty: 4397.404785
	Iteration 21Q: 3 clusters Score -743553.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -743771.562500 Penalty: 4397.404785
	Iteration 22Q: 3 clusters Score -743771.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -744010.812500 Penalty: 4397.404785
	Iteration 23Q: 3 clusters Score -744010.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -744218.562500 Penalty: 4397.404785
	Iteration 24Q: 3 clusters Score -744218.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -744397.000000 Penalty: 4397.404785
	Iteration 25Q: 3 clusters Score -744397 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -744529.937500 Penalty: 4397.404785
	Iteration 26Q: 3 clusters Score -744529.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -744619.750000 Penalty: 4397.404785
	Iteration 27Q: 3 clusters Score -744619.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -744656.875000 Penalty: 4397.404785
	Iteration 28Q: 3 clusters Score -744656.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -744673.250000 Penalty: 4397.404785
	Iteration 29Q: 3 clusters Score -744673.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -744689.562500 Penalty: 4397.404785
	Iteration 30Q: 3 clusters Score -744689.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -744697.437500 Penalty: 4397.404785
	Iteration 31Q: 3 clusters Score -744697.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -744705.125000 Penalty: 4397.404785
	Iteration 32Q: 3 clusters Score -744705.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -744708.062500 Penalty: 4397.404785
	Iteration 33Q: 3 clusters Score -744708.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -744712.437500 Penalty: 4397.404785
	Iteration 34Q: 3 clusters Score -744712.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -744715.187500 Penalty: 4397.404785
	Iteration 35Q: 3 clusters Score -744715.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -744715.562500 Penalty: 4397.404785
	Iteration 36Q: 3 clusters Score -744715.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -744716.312500 Penalty: 4397.404785
	Iteration 37Q: 3 clusters Score -744716.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -744716.312500 Penalty: 4397.404785
	Iteration 38Q: 3 clusters Score -744716.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -744717.875000 Penalty: 4397.404785
	Iteration 39Q: 3 clusters Score -744717.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -744718.187500 Penalty: 4397.404785
	Iteration 40F: 3 clusters Score -744718.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -38100.781250 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -38100.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36684.023438 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -36684.02 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36904.500000 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -36904.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -36999.769531 Penalty: 3025.758301
	Iteration 2Q: 3 clusters Score -36999.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -37066.527344 Penalty: 3025.758301
	Iteration 3Q: 3 clusters Score -37066.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -37091.800781 Penalty: 3025.758301
	Iteration 4Q: 3 clusters Score -37091.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -37111.109375 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -37111.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -37143.859375 Penalty: 3025.758301
	Iteration 6Q: 3 clusters Score -37143.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -37172.933594 Penalty: 3025.758301
	Iteration 7Q: 3 clusters Score -37172.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -37199.144531 Penalty: 3025.758301
	Iteration 8Q: 3 clusters Score -37199.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -37202.957031 Penalty: 3025.758301
	Iteration 9Q: 3 clusters Score -37202.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -37205.011719 Penalty: 3025.758301
	Iteration 10Q: 3 clusters Score -37205.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -37209.503906 Penalty: 3025.758301
	Iteration 11Q: 3 clusters Score -37209.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -37217.011719 Penalty: 3025.758301
	Iteration 12Q: 3 clusters Score -37217.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -37224.191406 Penalty: 3025.758301
	Iteration 13Q: 3 clusters Score -37224.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -37224.191406 Penalty: 3025.758301
	Iteration 14F: 3 clusters Score -37224.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -10087.809570 Penalty: 1195.429810
	Iteration 0F: 2 clusters Score -10087.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9154.825195 Penalty: 2390.859619
	Iteration 0F: 3 clusters Score -9154.825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9211.788086 Penalty: 2390.859619
	Iteration 1F: 3 clusters Score -9211.788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9213.669922 Penalty: 2390.859619
	Iteration 2Q: 3 clusters Score -9213.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9213.669922 Penalty: 2390.859619
	Iteration 3F: 3 clusters Score -9213.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Entering Unmasked Estep 
Score: -297769.781250 Penalty: 1989.515625
	Iteration 0F: 2 clusters Score -297769.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -294503.250000 Penalty: 3979.031250
	Iteration 0F: 3 clusters Score -294503.2 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -295224.812500 Penalty: 3979.031250
	Iteration 1F: 3 clusters Score -295224.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -295413.343750 Penalty: 3979.031250
	Iteration 2F: 3 clusters Score -295413.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -295527.718750 Penalty: 3979.031250
	Iteration 3Q: 3 clusters Score -295527.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -295650.281250 Penalty: 3979.031250
	Iteration 4Q: 3 clusters Score -295650.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -295755.750000 Penalty: 3979.031250
	Iteration 5Q: 3 clusters Score -295755.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -295866.593750 Penalty: 3979.031250
	Iteration 6Q: 3 clusters Score -295866.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -295999.687500 Penalty: 3979.031250
	Iteration 7Q: 3 clusters Score -295999.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -296091.718750 Penalty: 3979.031250
	Iteration 8Q: 3 clusters Score -296091.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -296176.781250 Penalty: 3979.031250
	Iteration 9Q: 3 clusters Score -296176.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -296238.593750 Penalty: 3979.031250
	Iteration 10Q: 3 clusters Score -296238.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -296287.218750 Penalty: 3979.031250
	Iteration 11Q: 3 clusters Score -296287.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -296317.468750 Penalty: 3979.031250
	Iteration 12Q: 3 clusters Score -296317.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -296346.718750 Penalty: 3979.031250
	Iteration 13Q: 3 clusters Score -296346.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -296367.250000 Penalty: 3979.031250
	Iteration 14Q: 3 clusters Score -296367.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -296384.968750 Penalty: 3979.031250
	Iteration 15Q: 3 clusters Score -296385 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -296395.125000 Penalty: 3979.031250
	Iteration 16Q: 3 clusters Score -296395.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -296408.093750 Penalty: 3979.031250
	Iteration 17Q: 3 clusters Score -296408.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -296418.125000 Penalty: 3979.031250
	Iteration 18Q: 3 clusters Score -296418.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -296428.406250 Penalty: 3979.031250
	Iteration 19Q: 3 clusters Score -296428.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -296433.312500 Penalty: 3979.031250
	Iteration 20F: 3 clusters Score -296433.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -296438.750000 Penalty: 3979.031250
	Iteration 21Q: 3 clusters Score -296438.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -296445.781250 Penalty: 3979.031250
	Iteration 22Q: 3 clusters Score -296445.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -296452.500000 Penalty: 3979.031250
	Iteration 23Q: 3 clusters Score -296452.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -296459.750000 Penalty: 3979.031250
	Iteration 24Q: 3 clusters Score -296459.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -296464.843750 Penalty: 3979.031250
	Iteration 25Q: 3 clusters Score -296464.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -296477.812500 Penalty: 3979.031250
	Iteration 26Q: 3 clusters Score -296477.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -296490.343750 Penalty: 3979.031250
	Iteration 27Q: 3 clusters Score -296490.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -296499.656250 Penalty: 3979.031250
	Iteration 28Q: 3 clusters Score -296499.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -296508.375000 Penalty: 3979.031250
	Iteration 29Q: 3 clusters Score -296508.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -296519.875000 Penalty: 3979.031250
	Iteration 30Q: 3 clusters Score -296519.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -296529.843750 Penalty: 3979.031250
	Iteration 31Q: 3 clusters Score -296529.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -296537.687500 Penalty: 3979.031250
	Iteration 32Q: 3 clusters Score -296537.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -296547.562500 Penalty: 3979.031250
	Iteration 33Q: 3 clusters Score -296547.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -296557.000000 Penalty: 3979.031250
	Iteration 34Q: 3 clusters Score -296557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -296571.718750 Penalty: 3979.031250
	Iteration 35Q: 3 clusters Score -296571.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -296591.500000 Penalty: 3979.031250
	Iteration 36Q: 3 clusters Score -296591.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -296612.656250 Penalty: 3979.031250
	Iteration 37Q: 3 clusters Score -296612.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -296629.500000 Penalty: 3979.031250
	Iteration 38Q: 3 clusters Score -296629.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -296644.187500 Penalty: 3979.031250
	Iteration 39Q: 3 clusters Score -296644.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -296655.593750 Penalty: 3979.031250
	Iteration 40F: 3 clusters Score -296655.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -296670.687500 Penalty: 3979.031250
	Iteration 41Q: 3 clusters Score -296670.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -296681.937500 Penalty: 3979.031250
	Iteration 42Q: 3 clusters Score -296681.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -296699.312500 Penalty: 3979.031250
	Iteration 43Q: 3 clusters Score -296699.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -296721.906250 Penalty: 3979.031250
	Iteration 44Q: 3 clusters Score -296721.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -296746.687500 Penalty: 3979.031250
	Iteration 45Q: 3 clusters Score -296746.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -296775.343750 Penalty: 3979.031250
	Iteration 46Q: 3 clusters Score -296775.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -296815.531250 Penalty: 3979.031250
	Iteration 47Q: 3 clusters Score -296815.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -296857.875000 Penalty: 3979.031250
	Iteration 48Q: 3 clusters Score -296857.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -296889.687500 Penalty: 3979.031250
	Iteration 49Q: 3 clusters Score -296889.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -296918.437500 Penalty: 3979.031250
	Iteration 50Q: 3 clusters Score -296918.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -296938.000000 Penalty: 3979.031250
	Iteration 51Q: 3 clusters Score -296938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -296954.593750 Penalty: 3979.031250
	Iteration 52Q: 3 clusters Score -296954.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -296966.531250 Penalty: 3979.031250
	Iteration 53Q: 3 clusters Score -296966.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -296973.812500 Penalty: 3979.031250
	Iteration 54Q: 3 clusters Score -296973.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -296984.031250 Penalty: 3979.031250
	Iteration 55Q: 3 clusters Score -296984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -296992.781250 Penalty: 3979.031250
	Iteration 56Q: 3 clusters Score -296992.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -297007.000000 Penalty: 3979.031250
	Iteration 57Q: 3 clusters Score -297007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -297021.906250 Penalty: 3979.031250
	Iteration 58Q: 3 clusters Score -297021.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -297031.500000 Penalty: 3979.031250
	Iteration 59Q: 3 clusters Score -297031.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -297038.093750 Penalty: 3979.031250
	Iteration 60F: 3 clusters Score -297038.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -297042.406250 Penalty: 3979.031250
	Iteration 61Q: 3 clusters Score -297042.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -297052.625000 Penalty: 3979.031250
	Iteration 62Q: 3 clusters Score -297052.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -297070.156250 Penalty: 3979.031250
	Iteration 63Q: 3 clusters Score -297070.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -297094.687500 Penalty: 3979.031250
	Iteration 64Q: 3 clusters Score -297094.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -297115.812500 Penalty: 3979.031250
	Iteration 65Q: 3 clusters Score -297115.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -297125.468750 Penalty: 3979.031250
	Iteration 66Q: 3 clusters Score -297125.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -297130.406250 Penalty: 3979.031250
	Iteration 67Q: 3 clusters Score -297130.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -297133.156250 Penalty: 3979.031250
	Iteration 68Q: 3 clusters Score -297133.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -297134.750000 Penalty: 3979.031250
	Iteration 69Q: 3 clusters Score -297134.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -297137.250000 Penalty: 3979.031250
	Iteration 70Q: 3 clusters Score -297137.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -297140.250000 Penalty: 3979.031250
	Iteration 71Q: 3 clusters Score -297140.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -297143.937500 Penalty: 3979.031250
	Iteration 72Q: 3 clusters Score -297143.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -297145.718750 Penalty: 3979.031250
	Iteration 73Q: 3 clusters Score -297145.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -297145.718750 Penalty: 3979.031250
	Iteration 74F: 3 clusters Score -297145.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Entering Unmasked Estep 
Score: -229990.171875 Penalty: 1930.549438
	Iteration 0F: 2 clusters Score -229990.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -227143.734375 Penalty: 3861.098877
	Iteration 0F: 3 clusters Score -227143.7 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -227686.406250 Penalty: 3861.098877
	Iteration 1F: 3 clusters Score -227686.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -227855.312500 Penalty: 3861.098877
	Iteration 2F: 3 clusters Score -227855.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -227998.421875 Penalty: 3861.098877
	Iteration 3F: 3 clusters Score -227998.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -228131.359375 Penalty: 3861.098877
	Iteration 4F: 3 clusters Score -228131.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -228300.312500 Penalty: 3861.098877
	Iteration 5F: 3 clusters Score -228300.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -228501.546875 Penalty: 3861.098877
	Iteration 6F: 3 clusters Score -228501.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -228689.875000 Penalty: 3861.098877
	Iteration 7F: 3 clusters Score -228689.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -228888.140625 Penalty: 3861.098877
	Iteration 8Q: 3 clusters Score -228888.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -229014.703125 Penalty: 3861.098877
	Iteration 9Q: 3 clusters Score -229014.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -229120.015625 Penalty: 3861.098877
	Iteration 10Q: 3 clusters Score -229120 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -229200.500000 Penalty: 3861.098877
	Iteration 11Q: 3 clusters Score -229200.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -229252.390625 Penalty: 3861.098877
	Iteration 12Q: 3 clusters Score -229252.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -229272.484375 Penalty: 3861.098877
	Iteration 13Q: 3 clusters Score -229272.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -229285.875000 Penalty: 3861.098877
	Iteration 14Q: 3 clusters Score -229285.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -229290.781250 Penalty: 3861.098877
	Iteration 15Q: 3 clusters Score -229290.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -229292.359375 Penalty: 3861.098877
	Iteration 16Q: 3 clusters Score -229292.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -229293.203125 Penalty: 3861.098877
	Iteration 17Q: 3 clusters Score -229293.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -229315.468750 Penalty: 3861.098877
	Iteration 18F: 3 clusters Score -229315.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -229326.828125 Penalty: 3861.098877
	Iteration 19Q: 3 clusters Score -229326.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -229338.234375 Penalty: 3861.098877
	Iteration 20F: 3 clusters Score -229338.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -229340.500000 Penalty: 3861.098877
	Iteration 21Q: 3 clusters Score -229340.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -229340.953125 Penalty: 3861.098877
	Iteration 22Q: 3 clusters Score -229341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -229342.578125 Penalty: 3861.098877
	Iteration 23Q: 3 clusters Score -229342.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -229342.578125 Penalty: 3861.098877
	Iteration 24F: 3 clusters Score -229342.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Entering Unmasked Estep 
Score: -331494.062500 Penalty: 2122.419678
	Iteration 0F: 2 clusters Score -331494.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -326912.875000 Penalty: 4244.839355
	Iteration 0F: 3 clusters Score -326912.9 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -328295.375000 Penalty: 4244.839355
	Iteration 1F: 3 clusters Score -328295.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -328734.562500 Penalty: 4244.839355
	Iteration 2F: 3 clusters Score -328734.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -329052.562500 Penalty: 4244.839355
	Iteration 3F: 3 clusters Score -329052.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -329350.562500 Penalty: 4244.839355
	Iteration 4F: 3 clusters Score -329350.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -329663.875000 Penalty: 4244.839355
	Iteration 5F: 3 clusters Score -329663.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -329967.625000 Penalty: 4244.839355
	Iteration 6F: 3 clusters Score -329967.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -330199.562500 Penalty: 4244.839355
	Iteration 7Q: 3 clusters Score -330199.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -330401.000000 Penalty: 4244.839355
	Iteration 8Q: 3 clusters Score -330401 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -330555.406250 Penalty: 4244.839355
	Iteration 9Q: 3 clusters Score -330555.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -330660.125000 Penalty: 4244.839355
	Iteration 10Q: 3 clusters Score -330660.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -330722.562500 Penalty: 4244.839355
	Iteration 11Q: 3 clusters Score -330722.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -330768.531250 Penalty: 4244.839355
	Iteration 12Q: 3 clusters Score -330768.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -330798.875000 Penalty: 4244.839355
	Iteration 13Q: 3 clusters Score -330798.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -330818.281250 Penalty: 4244.839355
	Iteration 14Q: 3 clusters Score -330818.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -330825.750000 Penalty: 4244.839355
	Iteration 15Q: 3 clusters Score -330825.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -330828.937500 Penalty: 4244.839355
	Iteration 16Q: 3 clusters Score -330828.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -330832.656250 Penalty: 4244.839355
	Iteration 17Q: 3 clusters Score -330832.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -330836.187500 Penalty: 4244.839355
	Iteration 18Q: 3 clusters Score -330836.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -330836.968750 Penalty: 4244.839355
	Iteration 19Q: 3 clusters Score -330837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -330838.937500 Penalty: 4244.839355
	Iteration 20F: 3 clusters Score -330838.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -330840.750000 Penalty: 4244.839355
	Iteration 21Q: 3 clusters Score -330840.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -330841.375000 Penalty: 4244.839355
	Iteration 22Q: 3 clusters Score -330841.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -330842.406250 Penalty: 4244.839355
	Iteration 23Q: 3 clusters Score -330842.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -330842.500000 Penalty: 4244.839355
	Iteration 24Q: 3 clusters Score -330842.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -330842.500000 Penalty: 4244.839355
	Iteration 25F: 3 clusters Score -330842.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (8498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Entering Unmasked Estep 
Score: -918689.875000 Penalty: 2243.801514
	Iteration 0F: 2 clusters Score -918689.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -912006.562500 Penalty: 4487.603027
	Iteration 0F: 3 clusters Score -912006.6 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -913895.062500 Penalty: 4487.603027
	Iteration 1F: 3 clusters Score -913895.1 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -914206.187500 Penalty: 4487.603027
	Iteration 2F: 3 clusters Score -914206.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -914411.500000 Penalty: 4487.603027
	Iteration 3F: 3 clusters Score -914411.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -914586.562500 Penalty: 4487.603027
	Iteration 4Q: 3 clusters Score -914586.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -914722.750000 Penalty: 4487.603027
	Iteration 5Q: 3 clusters Score -914722.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -914828.937500 Penalty: 4487.603027
	Iteration 6Q: 3 clusters Score -914828.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -914915.937500 Penalty: 4487.603027
	Iteration 7Q: 3 clusters Score -914915.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -914978.000000 Penalty: 4487.603027
	Iteration 8Q: 3 clusters Score -914978 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -915051.625000 Penalty: 4487.603027
	Iteration 9Q: 3 clusters Score -915051.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -915126.312500 Penalty: 4487.603027
	Iteration 10Q: 3 clusters Score -915126.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -915196.000000 Penalty: 4487.603027
	Iteration 11Q: 3 clusters Score -915196 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -915261.187500 Penalty: 4487.603027
	Iteration 12Q: 3 clusters Score -915261.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -915315.062500 Penalty: 4487.603027
	Iteration 13Q: 3 clusters Score -915315.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -915366.187500 Penalty: 4487.603027
	Iteration 14Q: 3 clusters Score -915366.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -915424.437500 Penalty: 4487.603027
	Iteration 15Q: 3 clusters Score -915424.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -915485.250000 Penalty: 4487.603027
	Iteration 16Q: 3 clusters Score -915485.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -915555.562500 Penalty: 4487.603027
	Iteration 17Q: 3 clusters Score -915555.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -915633.125000 Penalty: 4487.603027
	Iteration 18Q: 3 clusters Score -915633.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -915741.500000 Penalty: 4487.603027
	Iteration 19Q: 3 clusters Score -915741.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -915865.750000 Penalty: 4487.603027
	Iteration 20F: 3 clusters Score -915865.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -915983.187500 Penalty: 4487.603027
	Iteration 21Q: 3 clusters Score -915983.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -916072.500000 Penalty: 4487.603027
	Iteration 22Q: 3 clusters Score -916072.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -916149.875000 Penalty: 4487.603027
	Iteration 23Q: 3 clusters Score -916149.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -916213.750000 Penalty: 4487.603027
	Iteration 24Q: 3 clusters Score -916213.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -916267.312500 Penalty: 4487.603027
	Iteration 25Q: 3 clusters Score -916267.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -916323.437500 Penalty: 4487.603027
	Iteration 26Q: 3 clusters Score -916323.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -916377.250000 Penalty: 4487.603027
	Iteration 27Q: 3 clusters Score -916377.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -916428.875000 Penalty: 4487.603027
	Iteration 28Q: 3 clusters Score -916428.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -916477.812500 Penalty: 4487.603027
	Iteration 29Q: 3 clusters Score -916477.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -916523.125000 Penalty: 4487.603027
	Iteration 30Q: 3 clusters Score -916523.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -916564.062500 Penalty: 4487.603027
	Iteration 31Q: 3 clusters Score -916564.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -916611.000000 Penalty: 4487.603027
	Iteration 32Q: 3 clusters Score -916611 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -916650.312500 Penalty: 4487.603027
	Iteration 33Q: 3 clusters Score -916650.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -916678.812500 Penalty: 4487.603027
	Iteration 34Q: 3 clusters Score -916678.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -916703.250000 Penalty: 4487.603027
	Iteration 35Q: 3 clusters Score -916703.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -916728.250000 Penalty: 4487.603027
	Iteration 36Q: 3 clusters Score -916728.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -916751.562500 Penalty: 4487.603027
	Iteration 37Q: 3 clusters Score -916751.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -916771.937500 Penalty: 4487.603027
	Iteration 38Q: 3 clusters Score -916771.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -916790.750000 Penalty: 4487.603027
	Iteration 39Q: 3 clusters Score -916790.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -916803.562500 Penalty: 4487.603027
	Iteration 40F: 3 clusters Score -916803.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -916819.312500 Penalty: 4487.603027
	Iteration 41Q: 3 clusters Score -916819.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -916834.937500 Penalty: 4487.603027
	Iteration 42Q: 3 clusters Score -916834.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -916852.312500 Penalty: 4487.603027
	Iteration 43Q: 3 clusters Score -916852.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -916866.250000 Penalty: 4487.603027
	Iteration 44Q: 3 clusters Score -916866.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -916876.000000 Penalty: 4487.603027
	Iteration 45Q: 3 clusters Score -916876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -916886.062500 Penalty: 4487.603027
	Iteration 46Q: 3 clusters Score -916886.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -916893.625000 Penalty: 4487.603027
	Iteration 47Q: 3 clusters Score -916893.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -916902.812500 Penalty: 4487.603027
	Iteration 48Q: 3 clusters Score -916902.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -916915.687500 Penalty: 4487.603027
	Iteration 49Q: 3 clusters Score -916915.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -916921.000000 Penalty: 4487.603027
	Iteration 50Q: 3 clusters Score -916921 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -916931.625000 Penalty: 4487.603027
	Iteration 51Q: 3 clusters Score -916931.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -916940.562500 Penalty: 4487.603027
	Iteration 52Q: 3 clusters Score -916940.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -916942.687500 Penalty: 4487.603027
	Iteration 53Q: 3 clusters Score -916942.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -916947.062500 Penalty: 4487.603027
	Iteration 54Q: 3 clusters Score -916947.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -916950.187500 Penalty: 4487.603027
	Iteration 55Q: 3 clusters Score -916950.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -916956.812500 Penalty: 4487.603027
	Iteration 56Q: 3 clusters Score -916956.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -916964.062500 Penalty: 4487.603027
	Iteration 57Q: 3 clusters Score -916964.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -916969.062500 Penalty: 4487.603027
	Iteration 58Q: 3 clusters Score -916969.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -916972.062500 Penalty: 4487.603027
	Iteration 59Q: 3 clusters Score -916972.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -916978.437500 Penalty: 4487.603027
	Iteration 60F: 3 clusters Score -916978.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -916980.750000 Penalty: 4487.603027
	Iteration 61Q: 3 clusters Score -916980.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -916981.875000 Penalty: 4487.603027
	Iteration 62Q: 3 clusters Score -916981.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -916985.875000 Penalty: 4487.603027
	Iteration 63Q: 3 clusters Score -916985.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -916989.562500 Penalty: 4487.603027
	Iteration 64Q: 3 clusters Score -916989.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -916990.375000 Penalty: 4487.603027
	Iteration 65Q: 3 clusters Score -916990.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -916990.125000 Penalty: 4487.603027
	Iteration 66Q: 3 clusters Score -916990.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -916990.062500 Penalty: 4487.603027
	Iteration 67Q: 3 clusters Score -916990.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -916991.187500 Penalty: 4487.603027
	Iteration 68Q: 3 clusters Score -916991.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -916991.187500 Penalty: 4487.603027
	Iteration 69F: 3 clusters Score -916991.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Entering Unmasked Estep 
Score: -809434.750000 Penalty: 2214.828125
	Iteration 0F: 2 clusters Score -809434.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -803309.250000 Penalty: 4429.656250
	Iteration 0F: 3 clusters Score -803309.2 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -804898.000000 Penalty: 4429.656250
	Iteration 1F: 3 clusters Score -804898 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -805150.437500 Penalty: 4429.656250
	Iteration 2F: 3 clusters Score -805150.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -805323.312500 Penalty: 4429.656250
	Iteration 3F: 3 clusters Score -805323.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -805450.312500 Penalty: 4429.656250
	Iteration 4Q: 3 clusters Score -805450.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -805547.062500 Penalty: 4429.656250
	Iteration 5Q: 3 clusters Score -805547.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -805629.062500 Penalty: 4429.656250
	Iteration 6Q: 3 clusters Score -805629.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -805709.625000 Penalty: 4429.656250
	Iteration 7Q: 3 clusters Score -805709.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -805781.437500 Penalty: 4429.656250
	Iteration 8Q: 3 clusters Score -805781.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -805857.500000 Penalty: 4429.656250
	Iteration 9Q: 3 clusters Score -805857.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -805939.937500 Penalty: 4429.656250
	Iteration 10Q: 3 clusters Score -805939.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -806008.875000 Penalty: 4429.656250
	Iteration 11Q: 3 clusters Score -806008.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -806088.312500 Penalty: 4429.656250
	Iteration 12Q: 3 clusters Score -806088.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -806160.062500 Penalty: 4429.656250
	Iteration 13Q: 3 clusters Score -806160.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -806226.000000 Penalty: 4429.656250
	Iteration 14Q: 3 clusters Score -806226 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -806277.125000 Penalty: 4429.656250
	Iteration 15Q: 3 clusters Score -806277.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -806317.687500 Penalty: 4429.656250
	Iteration 16Q: 3 clusters Score -806317.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -806358.312500 Penalty: 4429.656250
	Iteration 17Q: 3 clusters Score -806358.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -806396.937500 Penalty: 4429.656250
	Iteration 18Q: 3 clusters Score -806396.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -806432.687500 Penalty: 4429.656250
	Iteration 19Q: 3 clusters Score -806432.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -806465.187500 Penalty: 4429.656250
	Iteration 20F: 3 clusters Score -806465.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -806497.437500 Penalty: 4429.656250
	Iteration 21Q: 3 clusters Score -806497.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -806532.812500 Penalty: 4429.656250
	Iteration 22Q: 3 clusters Score -806532.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -806573.187500 Penalty: 4429.656250
	Iteration 23Q: 3 clusters Score -806573.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -806612.875000 Penalty: 4429.656250
	Iteration 24Q: 3 clusters Score -806612.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -806648.062500 Penalty: 4429.656250
	Iteration 25Q: 3 clusters Score -806648.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -806680.250000 Penalty: 4429.656250
	Iteration 26Q: 3 clusters Score -806680.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -806716.750000 Penalty: 4429.656250
	Iteration 27Q: 3 clusters Score -806716.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -806752.687500 Penalty: 4429.656250
	Iteration 28Q: 3 clusters Score -806752.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -806790.125000 Penalty: 4429.656250
	Iteration 29Q: 3 clusters Score -806790.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -806817.375000 Penalty: 4429.656250
	Iteration 30Q: 3 clusters Score -806817.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -806849.750000 Penalty: 4429.656250
	Iteration 31Q: 3 clusters Score -806849.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -806884.062500 Penalty: 4429.656250
	Iteration 32Q: 3 clusters Score -806884.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -806926.312500 Penalty: 4429.656250
	Iteration 33Q: 3 clusters Score -806926.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -806961.187500 Penalty: 4429.656250
	Iteration 34Q: 3 clusters Score -806961.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -806991.437500 Penalty: 4429.656250
	Iteration 35Q: 3 clusters Score -806991.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -807022.750000 Penalty: 4429.656250
	Iteration 36Q: 3 clusters Score -807022.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -807043.500000 Penalty: 4429.656250
	Iteration 37Q: 3 clusters Score -807043.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -807059.437500 Penalty: 4429.656250
	Iteration 38Q: 3 clusters Score -807059.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -807074.687500 Penalty: 4429.656250
	Iteration 39Q: 3 clusters Score -807074.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -807084.125000 Penalty: 4429.656250
	Iteration 40F: 3 clusters Score -807084.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -807095.500000 Penalty: 4429.656250
	Iteration 41Q: 3 clusters Score -807095.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -807109.625000 Penalty: 4429.656250
	Iteration 42Q: 3 clusters Score -807109.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -807126.437500 Penalty: 4429.656250
	Iteration 43Q: 3 clusters Score -807126.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -807144.437500 Penalty: 4429.656250
	Iteration 44Q: 3 clusters Score -807144.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -807154.875000 Penalty: 4429.656250
	Iteration 45Q: 3 clusters Score -807154.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -807171.125000 Penalty: 4429.656250
	Iteration 46Q: 3 clusters Score -807171.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -807195.625000 Penalty: 4429.656250
	Iteration 47Q: 3 clusters Score -807195.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -807223.812500 Penalty: 4429.656250
	Iteration 48Q: 3 clusters Score -807223.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -807249.687500 Penalty: 4429.656250
	Iteration 49Q: 3 clusters Score -807249.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -807269.687500 Penalty: 4429.656250
	Iteration 50Q: 3 clusters Score -807269.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -807297.312500 Penalty: 4429.656250
	Iteration 51Q: 3 clusters Score -807297.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -807333.437500 Penalty: 4429.656250
	Iteration 52Q: 3 clusters Score -807333.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -807380.000000 Penalty: 4429.656250
	Iteration 53Q: 3 clusters Score -807380 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -807492.375000 Penalty: 4429.656250
	Iteration 54Q: 3 clusters Score -807492.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -807648.437500 Penalty: 4429.656250
	Iteration 55Q: 3 clusters Score -807648.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -807759.250000 Penalty: 4429.656250
	Iteration 56Q: 3 clusters Score -807759.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -807814.125000 Penalty: 4429.656250
	Iteration 57Q: 3 clusters Score -807814.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -807841.437500 Penalty: 4429.656250
	Iteration 58Q: 3 clusters Score -807841.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -807860.375000 Penalty: 4429.656250
	Iteration 59Q: 3 clusters Score -807860.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -807877.750000 Penalty: 4429.656250
	Iteration 60F: 3 clusters Score -807877.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -807886.625000 Penalty: 4429.656250
	Iteration 61Q: 3 clusters Score -807886.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -807893.250000 Penalty: 4429.656250
	Iteration 62Q: 3 clusters Score -807893.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -807894.937500 Penalty: 4429.656250
	Iteration 63Q: 3 clusters Score -807894.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -807897.625000 Penalty: 4429.656250
	Iteration 64Q: 3 clusters Score -807897.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -807901.750000 Penalty: 4429.656250
	Iteration 65Q: 3 clusters Score -807901.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -807902.375000 Penalty: 4429.656250
	Iteration 66Q: 3 clusters Score -807902.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -807906.062500 Penalty: 4429.656250
	Iteration 67Q: 3 clusters Score -807906.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -807909.375000 Penalty: 4429.656250
	Iteration 68Q: 3 clusters Score -807909.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -807911.000000 Penalty: 4429.656250
	Iteration 69Q: 3 clusters Score -807911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -807910.250000 Penalty: 4429.656250
	Iteration 70Q: 3 clusters Score -807910.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -807910.500000 Penalty: 4429.656250
	Iteration 71Q: 3 clusters Score -807910.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -807910.875000 Penalty: 4429.656250
	Iteration 72Q: 3 clusters Score -807910.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -807912.375000 Penalty: 4429.656250
	Iteration 73Q: 3 clusters Score -807912.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -807912.812500 Penalty: 4429.656250
	Iteration 74Q: 3 clusters Score -807912.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -807911.812500 Penalty: 4429.656250
	Iteration 75Q: 3 clusters Score -807911.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -807912.500000 Penalty: 4429.656250
	Iteration 76Q: 3 clusters Score -807912.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -807912.500000 Penalty: 4429.656250
	Iteration 77F: 3 clusters Score -807912.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (39873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Entering Unmasked Estep 
Score: -4335932.500000 Penalty: 2627.176758
	Iteration 0F: 2 clusters Score -4335932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -4308867.000000 Penalty: 5254.353516
	Iteration 0F: 3 clusters Score -4308867 nChanged 18181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -4318935.000000 Penalty: 5254.353516
	Iteration 1F: 3 clusters Score -4318935 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -4319667.500000 Penalty: 5254.353516
	Iteration 2Q: 3 clusters Score -4319668 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -4320646.500000 Penalty: 5254.353516
	Iteration 3Q: 3 clusters Score -4320646 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -4322223.500000 Penalty: 5254.353516
	Iteration 4F: 3 clusters Score -4322224 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -4324750.500000 Penalty: 5254.353516
	Iteration 5F: 3 clusters Score -4324750 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -4328714.000000 Penalty: 5254.353516
	Iteration 6F: 3 clusters Score -4328714 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -4333638.500000 Penalty: 5254.353516
	Iteration 7F: 3 clusters Score -4333638 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -4337526.000000 Penalty: 5254.353516
	Iteration 8F: 3 clusters Score -4337526 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -4339215.000000 Penalty: 5254.353516
	Iteration 9Q: 3 clusters Score -4339215 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -4339681.000000 Penalty: 5254.353516
	Iteration 10Q: 3 clusters Score -4339681 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -4339834.000000 Penalty: 5254.353516
	Iteration 11Q: 3 clusters Score -4339834 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -4339880.000000 Penalty: 5254.353516
	Iteration 12Q: 3 clusters Score -4339880 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -4339915.500000 Penalty: 5254.353516
	Iteration 13Q: 3 clusters Score -4339916 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -4339924.500000 Penalty: 5254.353516
	Iteration 14Q: 3 clusters Score -4339924 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -4339933.500000 Penalty: 5254.353516
	Iteration 15Q: 3 clusters Score -4339934 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -4339938.500000 Penalty: 5254.353516
	Iteration 16Q: 3 clusters Score -4339938 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -4339941.000000 Penalty: 5254.353516
	Iteration 17Q: 3 clusters Score -4339941 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -4339940.500000 Penalty: 5254.353516
	Iteration 18Q: 3 clusters Score -4339940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -4339942.500000 Penalty: 5254.353516
	Iteration 19Q: 3 clusters Score -4339942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -4339948.000000 Penalty: 5254.353516
	Iteration 20F: 3 clusters Score -4339948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -4339948.500000 Penalty: 5254.353516
	Iteration 21Q: 3 clusters Score -4339948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -4339946.500000 Penalty: 5254.353516
	Iteration 22Q: 3 clusters Score -4339946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -4339945.000000 Penalty: 5254.353516
	Iteration 23Q: 3 clusters Score -4339945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -4339951.500000 Penalty: 5254.353516
	Iteration 24Q: 3 clusters Score -4339952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -4339946.500000 Penalty: 5254.353516
	Iteration 25Q: 3 clusters Score -4339946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -4339951.000000 Penalty: 5254.353516
	Iteration 26Q: 3 clusters Score -4339951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -4339951.000000 Penalty: 5254.353516
	Iteration 27F: 3 clusters Score -4339951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 22582 members 
Mstep: Class 3 contains 18927 members 
Mstep: Class 4 contains 5019 members 
Mstep: Class 5 contains 9097 members 
Mstep: Class 6 contains 2228 members 
Mstep: Class 7 contains 16107 members 
Mstep: Class 8 contains 36136 members 
Mstep: Class 9 contains 8068 members 
Mstep: Class 10 contains 11386 members 
Mstep: Class 11 contains 30887 members 
Mstep: Class 12 contains 4157 members 
Mstep: Class 13 contains 23992 members 
Mstep: Class 14 contains 20500 members 
Mstep: Class 15 contains 20002 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6438 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9729 members 
Mstep: Class 21 contains 13176 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 90120 members 
Mstep: Class 24 contains 29317 members 
Mstep: Class 25 contains 10524 members 
Mstep: Class 26 contains 5691 members 
Mstep: Class 27 contains 8887 members 
Mstep: Class 28 contains 13835 members 
Mstep: Class 29 contains 5408 members 
Mstep: Class 30 contains 7085 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3048 members 
Mstep: Class 34 contains 2403 members 
Mstep: Class 35 contains 5209 members 
Mstep: Class 36 contains 8498 members 
Mstep: Class 37 contains 7561 members 
Mstep: Class 38 contains 23361 members 
Mstep: Class 39 contains 6113 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 505 members 
Mstep: Class 42 contains 1229 members 
Mstep: Class 43 contains 11173 members 
Mstep: Class 44 contains 5438 members 
Mstep: Class 45 contains 25505 members 
Mstep: Class 46 contains 24682 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14408 members 
Mstep: Class 50 contains 9567 members 
Mstep: Class 51 contains 5835 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 26333 members 
Mstep: Class 54 contains 1475 members 
Mstep: Class 55 contains 16512 members 
Entering Unmasked Estep 
Score: -64760148.000000 Penalty: 182530.078125
Splitting cluster 38 changes total score from -64753892.000000 to -64760148.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 39 (6113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Entering Unmasked Estep 
Score: -655430.750000 Penalty: 2162.106934
	Iteration 0F: 2 clusters Score -655430.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -650277.625000 Penalty: 4324.213867
	Iteration 0F: 3 clusters Score -650277.6 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -651739.375000 Penalty: 4324.213867
	Iteration 1F: 3 clusters Score -651739.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -652143.187500 Penalty: 4324.213867
	Iteration 2F: 3 clusters Score -652143.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -652465.750000 Penalty: 4324.213867
	Iteration 3F: 3 clusters Score -652465.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -652720.187500 Penalty: 4324.213867
	Iteration 4F: 3 clusters Score -652720.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -652963.875000 Penalty: 4324.213867
	Iteration 5F: 3 clusters Score -652963.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -653215.687500 Penalty: 4324.213867
	Iteration 6F: 3 clusters Score -653215.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -653447.812500 Penalty: 4324.213867
	Iteration 7Q: 3 clusters Score -653447.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -653656.812500 Penalty: 4324.213867
	Iteration 8Q: 3 clusters Score -653656.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -653843.187500 Penalty: 4324.213867
	Iteration 9Q: 3 clusters Score -653843.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -654044.687500 Penalty: 4324.213867
	Iteration 10Q: 3 clusters Score -654044.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -654237.687500 Penalty: 4324.213867
	Iteration 11Q: 3 clusters Score -654237.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -654415.750000 Penalty: 4324.213867
	Iteration 12Q: 3 clusters Score -654415.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -654573.000000 Penalty: 4324.213867
	Iteration 13Q: 3 clusters Score -654573 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -654675.375000 Penalty: 4324.213867
	Iteration 14Q: 3 clusters Score -654675.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -654720.625000 Penalty: 4324.213867
	Iteration 15Q: 3 clusters Score -654720.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -654739.687500 Penalty: 4324.213867
	Iteration 16Q: 3 clusters Score -654739.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -654751.937500 Penalty: 4324.213867
	Iteration 17Q: 3 clusters Score -654751.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -654760.875000 Penalty: 4324.213867
	Iteration 18Q: 3 clusters Score -654760.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -654767.500000 Penalty: 4324.213867
	Iteration 19Q: 3 clusters Score -654767.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -654770.250000 Penalty: 4324.213867
	Iteration 20F: 3 clusters Score -654770.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -654773.125000 Penalty: 4324.213867
	Iteration 21Q: 3 clusters Score -654773.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -654774.000000 Penalty: 4324.213867
	Iteration 22Q: 3 clusters Score -654774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -654774.000000 Penalty: 4324.213867
	Iteration 23F: 3 clusters Score -654774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -73739.093750 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -73739.09 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 373 members 
Entering Unmasked Estep 
Score: -72019.375000 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -72019.38 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -72419.171875 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -72419.17 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -72740.796875 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -72740.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -73153.523438 Penalty: 3292.729736
	Iteration 3F: 3 clusters Score -73153.52 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -73258.453125 Penalty: 3292.729736
	Iteration 4F: 3 clusters Score -73258.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -73328.414062 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -73328.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -73387.171875 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -73387.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -73431.554688 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -73431.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -73473.875000 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -73473.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -73499.992188 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -73499.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -73514.929688 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -73514.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -73525.429688 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -73525.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -73532.523438 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -73532.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -73558.812500 Penalty: 3292.729736
	Iteration 13Q: 3 clusters Score -73558.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -73589.500000 Penalty: 3292.729736
	Iteration 14Q: 3 clusters Score -73589.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -73620.046875 Penalty: 3292.729736
	Iteration 15Q: 3 clusters Score -73620.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -73642.679688 Penalty: 3292.729736
	Iteration 16Q: 3 clusters Score -73642.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -73656.476562 Penalty: 3292.729736
	Iteration 17Q: 3 clusters Score -73656.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -73661.828125 Penalty: 3292.729736
	Iteration 18Q: 3 clusters Score -73661.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -73663.171875 Penalty: 3292.729736
	Iteration 19Q: 3 clusters Score -73663.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -73663.171875 Penalty: 3292.729736
	Iteration 20F: 3 clusters Score -73663.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Entering Unmasked Estep 
Score: -47186.855469 Penalty: 1543.690430
	Iteration 0F: 2 clusters Score -47186.86 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 242 members 
Entering Unmasked Estep 
Score: -45692.031250 Penalty: 3087.380859
	Iteration 0F: 3 clusters Score -45692.03 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -45943.183594 Penalty: 3087.380859
	Iteration 1F: 3 clusters Score -45943.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46079.117188 Penalty: 3087.380859
	Iteration 2F: 3 clusters Score -46079.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46164.414062 Penalty: 3087.380859
	Iteration 3Q: 3 clusters Score -46164.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46249.472656 Penalty: 3087.380859
	Iteration 4Q: 3 clusters Score -46249.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46393.664062 Penalty: 3087.380859
	Iteration 5Q: 3 clusters Score -46393.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -46560.429688 Penalty: 3087.380859
	Iteration 6F: 3 clusters Score -46560.43 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -46743.269531 Penalty: 3087.380859
	Iteration 7F: 3 clusters Score -46743.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -47014.304688 Penalty: 3087.380859
	Iteration 8F: 3 clusters Score -47014.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -47190.097656 Penalty: 3087.380859
	Iteration 9Q: 3 clusters Score -47190.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -47303.160156 Penalty: 3087.380859
	Iteration 10Q: 3 clusters Score -47303.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -47373.417969 Penalty: 3087.380859
	Iteration 11Q: 3 clusters Score -47373.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -47440.089844 Penalty: 3087.380859
	Iteration 12Q: 3 clusters Score -47440.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -47470.980469 Penalty: 3087.380859
	Iteration 13Q: 3 clusters Score -47470.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -47532.777344 Penalty: 3087.380859
	Iteration 14Q: 3 clusters Score -47532.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -47548.847656 Penalty: 3087.380859
	Iteration 15Q: 3 clusters Score -47548.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -47558.683594 Penalty: 3087.380859
	Iteration 16Q: 3 clusters Score -47558.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -47574.718750 Penalty: 3087.380859
	Iteration 17Q: 3 clusters Score -47574.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -47620.074219 Penalty: 3087.380859
	Iteration 18Q: 3 clusters Score -47620.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -47711.390625 Penalty: 3087.380859
	Iteration 19Q: 3 clusters Score -47711.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -47939.828125 Penalty: 3087.380859
	Iteration 20F: 3 clusters Score -47939.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -48084.703125 Penalty: 3087.380859
	Iteration 21Q: 3 clusters Score -48084.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -48084.703125 Penalty: 3087.380859
	Iteration 22F: 3 clusters Score -48084.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 22582 members 
Mstep: Class 3 contains 18927 members 
Mstep: Class 4 contains 5019 members 
Mstep: Class 5 contains 9097 members 
Mstep: Class 6 contains 2228 members 
Mstep: Class 7 contains 16107 members 
Mstep: Class 8 contains 36136 members 
Mstep: Class 9 contains 8068 members 
Mstep: Class 10 contains 11386 members 
Mstep: Class 11 contains 30887 members 
Mstep: Class 12 contains 4157 members 
Mstep: Class 13 contains 23992 members 
Mstep: Class 14 contains 20500 members 
Mstep: Class 15 contains 20002 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6438 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9729 members 
Mstep: Class 21 contains 13176 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 90120 members 
Mstep: Class 24 contains 29317 members 
Mstep: Class 25 contains 10524 members 
Mstep: Class 26 contains 5691 members 
Mstep: Class 27 contains 8887 members 
Mstep: Class 28 contains 13835 members 
Mstep: Class 29 contains 5408 members 
Mstep: Class 30 contains 7085 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3048 members 
Mstep: Class 34 contains 2403 members 
Mstep: Class 35 contains 5209 members 
Mstep: Class 36 contains 8498 members 
Mstep: Class 37 contains 7561 members 
Mstep: Class 38 contains 23361 members 
Mstep: Class 39 contains 6113 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1229 members 
Mstep: Class 43 contains 11173 members 
Mstep: Class 44 contains 5438 members 
Mstep: Class 45 contains 25505 members 
Mstep: Class 46 contains 24682 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14408 members 
Mstep: Class 50 contains 9567 members 
Mstep: Class 51 contains 5835 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 26333 members 
Mstep: Class 54 contains 1475 members 
Mstep: Class 55 contains 16512 members 
Mstep: Class 56 contains 169 members 
Entering Unmasked Estep 
Score: -64759260.000000 Penalty: 185848.812500
Splitting cluster 41 changes total score from -64753892.000000 to -64759260.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 42 (1229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Entering Unmasked Estep 
Score: -124121.632812 Penalty: 1764.261108
	Iteration 0F: 2 clusters Score -124121.6 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 620 members 
Entering Unmasked Estep 
Score: -122044.695312 Penalty: 3528.522217
	Iteration 0F: 3 clusters Score -122044.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -122368.429688 Penalty: 3528.522217
	Iteration 1F: 3 clusters Score -122368.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -122470.742188 Penalty: 3528.522217
	Iteration 2F: 3 clusters Score -122470.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -122503.953125 Penalty: 3528.522217
	Iteration 3Q: 3 clusters Score -122504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -122524.007812 Penalty: 3528.522217
	Iteration 4Q: 3 clusters Score -122524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -122538.531250 Penalty: 3528.522217
	Iteration 5Q: 3 clusters Score -122538.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -122547.414062 Penalty: 3528.522217
	Iteration 6Q: 3 clusters Score -122547.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -122553.601562 Penalty: 3528.522217
	Iteration 7Q: 3 clusters Score -122553.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -122558.101562 Penalty: 3528.522217
	Iteration 8Q: 3 clusters Score -122558.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -122559.773438 Penalty: 3528.522217
	Iteration 9Q: 3 clusters Score -122559.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -122559.773438 Penalty: 3528.522217
	Iteration 10F: 3 clusters Score -122559.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (11173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Entering Unmasked Estep 
Score: -880790.562500 Penalty: 2311.671387
	Iteration 0F: 2 clusters Score -880790.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -872423.625000 Penalty: 4623.342773
	Iteration 0F: 3 clusters Score -872423.6 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -875069.500000 Penalty: 4623.342773
	Iteration 1F: 3 clusters Score -875069.5 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -875599.375000 Penalty: 4623.342773
	Iteration 2F: 3 clusters Score -875599.4 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -875997.875000 Penalty: 4623.342773
	Iteration 3F: 3 clusters Score -875997.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -876345.687500 Penalty: 4623.342773
	Iteration 4F: 3 clusters Score -876345.7 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -876633.437500 Penalty: 4623.342773
	Iteration 5Q: 3 clusters Score -876633.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -876897.437500 Penalty: 4623.342773
	Iteration 6Q: 3 clusters Score -876897.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -877126.375000 Penalty: 4623.342773
	Iteration 7Q: 3 clusters Score -877126.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -877330.750000 Penalty: 4623.342773
	Iteration 8Q: 3 clusters Score -877330.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -877509.062500 Penalty: 4623.342773
	Iteration 9Q: 3 clusters Score -877509.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -877691.875000 Penalty: 4623.342773
	Iteration 10Q: 3 clusters Score -877691.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -877881.312500 Penalty: 4623.342773
	Iteration 11Q: 3 clusters Score -877881.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -878055.875000 Penalty: 4623.342773
	Iteration 12Q: 3 clusters Score -878055.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -878169.062500 Penalty: 4623.342773
	Iteration 13Q: 3 clusters Score -878169.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -878248.125000 Penalty: 4623.342773
	Iteration 14Q: 3 clusters Score -878248.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -878316.562500 Penalty: 4623.342773
	Iteration 15Q: 3 clusters Score -878316.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -878371.312500 Penalty: 4623.342773
	Iteration 16Q: 3 clusters Score -878371.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -878412.812500 Penalty: 4623.342773
	Iteration 17Q: 3 clusters Score -878412.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -878447.500000 Penalty: 4623.342773
	Iteration 18Q: 3 clusters Score -878447.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -878481.187500 Penalty: 4623.342773
	Iteration 19Q: 3 clusters Score -878481.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -878505.562500 Penalty: 4623.342773
	Iteration 20F: 3 clusters Score -878505.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -878535.125000 Penalty: 4623.342773
	Iteration 21Q: 3 clusters Score -878535.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -878564.875000 Penalty: 4623.342773
	Iteration 22Q: 3 clusters Score -878564.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -878588.312500 Penalty: 4623.342773
	Iteration 23Q: 3 clusters Score -878588.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -878614.562500 Penalty: 4623.342773
	Iteration 24Q: 3 clusters Score -878614.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -878643.750000 Penalty: 4623.342773
	Iteration 25Q: 3 clusters Score -878643.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -878676.250000 Penalty: 4623.342773
	Iteration 26Q: 3 clusters Score -878676.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -878715.000000 Penalty: 4623.342773
	Iteration 27Q: 3 clusters Score -878715 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -878758.437500 Penalty: 4623.342773
	Iteration 28Q: 3 clusters Score -878758.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -878783.062500 Penalty: 4623.342773
	Iteration 29Q: 3 clusters Score -878783.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -878802.625000 Penalty: 4623.342773
	Iteration 30Q: 3 clusters Score -878802.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -878814.625000 Penalty: 4623.342773
	Iteration 31Q: 3 clusters Score -878814.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -878826.562500 Penalty: 4623.342773
	Iteration 32Q: 3 clusters Score -878826.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -878833.562500 Penalty: 4623.342773
	Iteration 33Q: 3 clusters Score -878833.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -878836.500000 Penalty: 4623.342773
	Iteration 34Q: 3 clusters Score -878836.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -878840.500000 Penalty: 4623.342773
	Iteration 35Q: 3 clusters Score -878840.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -878843.937500 Penalty: 4623.342773
	Iteration 36Q: 3 clusters Score -878843.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -878846.687500 Penalty: 4623.342773
	Iteration 37Q: 3 clusters Score -878846.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -878849.312500 Penalty: 4623.342773
	Iteration 38Q: 3 clusters Score -878849.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -878848.875000 Penalty: 4623.342773
	Iteration 39Q: 3 clusters Score -878848.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -878849.187500 Penalty: 4623.342773
	Iteration 40F: 3 clusters Score -878849.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -878851.375000 Penalty: 4623.342773
	Iteration 41Q: 3 clusters Score -878851.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -878853.375000 Penalty: 4623.342773
	Iteration 42Q: 3 clusters Score -878853.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -878854.062500 Penalty: 4623.342773
	Iteration 43Q: 3 clusters Score -878854.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -878852.375000 Penalty: 4623.342773
	Iteration 44Q: 3 clusters Score -878852.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -878853.687500 Penalty: 4623.342773
	Iteration 45Q: 3 clusters Score -878853.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -878855.062500 Penalty: 4623.342773
	Iteration 46Q: 3 clusters Score -878855.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -878856.937500 Penalty: 4623.342773
	Iteration 47Q: 3 clusters Score -878856.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -878858.125000 Penalty: 4623.342773
	Iteration 48Q: 3 clusters Score -878858.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -878859.312500 Penalty: 4623.342773
	Iteration 49Q: 3 clusters Score -878859.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -878858.937500 Penalty: 4623.342773
	Iteration 50Q: 3 clusters Score -878858.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -878857.562500 Penalty: 4623.342773
	Iteration 51Q: 3 clusters Score -878857.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -878859.125000 Penalty: 4623.342773
	Iteration 52Q: 3 clusters Score -878859.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -878857.812500 Penalty: 4623.342773
	Iteration 53Q: 3 clusters Score -878857.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -878857.812500 Penalty: 4623.342773
	Iteration 54F: 3 clusters Score -878857.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Entering Unmasked Estep 
Score: -586176.187500 Penalty: 2133.089355
	Iteration 0F: 2 clusters Score -586176.2 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 2696 members 
Entering Unmasked Estep 
Score: -581395.937500 Penalty: 4266.178711
	Iteration 0F: 3 clusters Score -581395.9 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -582605.187500 Penalty: 4266.178711
	Iteration 1F: 3 clusters Score -582605.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -582953.812500 Penalty: 4266.178711
	Iteration 2F: 3 clusters Score -582953.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -583367.750000 Penalty: 4266.178711
	Iteration 3F: 3 clusters Score -583367.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -583917.125000 Penalty: 4266.178711
	Iteration 4F: 3 clusters Score -583917.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -584430.625000 Penalty: 4266.178711
	Iteration 5F: 3 clusters Score -584430.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -584894.812500 Penalty: 4266.178711
	Iteration 6F: 3 clusters Score -584894.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -585224.125000 Penalty: 4266.178711
	Iteration 7F: 3 clusters Score -585224.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -585453.437500 Penalty: 4266.178711
	Iteration 8Q: 3 clusters Score -585453.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -585604.125000 Penalty: 4266.178711
	Iteration 9Q: 3 clusters Score -585604.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -585719.437500 Penalty: 4266.178711
	Iteration 10Q: 3 clusters Score -585719.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -585789.062500 Penalty: 4266.178711
	Iteration 11Q: 3 clusters Score -585789.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -585833.500000 Penalty: 4266.178711
	Iteration 12Q: 3 clusters Score -585833.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -585853.750000 Penalty: 4266.178711
	Iteration 13Q: 3 clusters Score -585853.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -585862.437500 Penalty: 4266.178711
	Iteration 14Q: 3 clusters Score -585862.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -585867.500000 Penalty: 4266.178711
	Iteration 15Q: 3 clusters Score -585867.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -585873.062500 Penalty: 4266.178711
	Iteration 16Q: 3 clusters Score -585873.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -585879.000000 Penalty: 4266.178711
	Iteration 17Q: 3 clusters Score -585879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -585881.937500 Penalty: 4266.178711
	Iteration 18Q: 3 clusters Score -585881.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -585883.437500 Penalty: 4266.178711
	Iteration 19Q: 3 clusters Score -585883.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -585884.000000 Penalty: 4266.178711
	Iteration 20F: 3 clusters Score -585884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -585884.437500 Penalty: 4266.178711
	Iteration 21Q: 3 clusters Score -585884.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -585885.375000 Penalty: 4266.178711
	Iteration 22Q: 3 clusters Score -585885.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -585887.562500 Penalty: 4266.178711
	Iteration 23Q: 3 clusters Score -585887.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -585887.500000 Penalty: 4266.178711
	Iteration 24Q: 3 clusters Score -585887.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -585888.000000 Penalty: 4266.178711
	Iteration 25Q: 3 clusters Score -585888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -585888.000000 Penalty: 4266.178711
	Iteration 26F: 3 clusters Score -585888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (25505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Entering Unmasked Estep 
Score: -2207927.000000 Penalty: 2516.364014
	Iteration 0F: 2 clusters Score -2207927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -2190230.250000 Penalty: 5032.728027
	Iteration 0F: 3 clusters Score -2190230 nChanged 11389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -2196720.250000 Penalty: 5032.728027
	Iteration 1F: 3 clusters Score -2196720 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2197477.750000 Penalty: 5032.728027
	Iteration 2F: 3 clusters Score -2197478 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -2198271.500000 Penalty: 5032.728027
	Iteration 3F: 3 clusters Score -2198272 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2199140.000000 Penalty: 5032.728027
	Iteration 4F: 3 clusters Score -2199140 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -2199967.000000 Penalty: 5032.728027
	Iteration 5F: 3 clusters Score -2199967 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2200680.250000 Penalty: 5032.728027
	Iteration 6F: 3 clusters Score -2200680 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -2201287.000000 Penalty: 5032.728027
	Iteration 7Q: 3 clusters Score -2201287 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -2201776.000000 Penalty: 5032.728027
	Iteration 8Q: 3 clusters Score -2201776 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2202137.500000 Penalty: 5032.728027
	Iteration 9Q: 3 clusters Score -2202138 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2202396.750000 Penalty: 5032.728027
	Iteration 10Q: 3 clusters Score -2202397 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2202587.500000 Penalty: 5032.728027
	Iteration 11Q: 3 clusters Score -2202588 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2202735.250000 Penalty: 5032.728027
	Iteration 12Q: 3 clusters Score -2202735 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2202841.250000 Penalty: 5032.728027
	Iteration 13Q: 3 clusters Score -2202841 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2202916.250000 Penalty: 5032.728027
	Iteration 14Q: 3 clusters Score -2202916 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2202965.750000 Penalty: 5032.728027
	Iteration 15Q: 3 clusters Score -2202966 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2203026.250000 Penalty: 5032.728027
	Iteration 16Q: 3 clusters Score -2203026 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2203065.000000 Penalty: 5032.728027
	Iteration 17Q: 3 clusters Score -2203065 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2203109.750000 Penalty: 5032.728027
	Iteration 18Q: 3 clusters Score -2203110 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2203151.250000 Penalty: 5032.728027
	Iteration 19Q: 3 clusters Score -2203151 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2203191.500000 Penalty: 5032.728027
	Iteration 20F: 3 clusters Score -2203192 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2203236.500000 Penalty: 5032.728027
	Iteration 21Q: 3 clusters Score -2203236 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2203280.000000 Penalty: 5032.728027
	Iteration 22Q: 3 clusters Score -2203280 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2203325.500000 Penalty: 5032.728027
	Iteration 23Q: 3 clusters Score -2203326 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2203374.750000 Penalty: 5032.728027
	Iteration 24Q: 3 clusters Score -2203375 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2203411.250000 Penalty: 5032.728027
	Iteration 25Q: 3 clusters Score -2203411 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2203475.500000 Penalty: 5032.728027
	Iteration 26Q: 3 clusters Score -2203476 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2203543.250000 Penalty: 5032.728027
	Iteration 27Q: 3 clusters Score -2203543 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -2203620.000000 Penalty: 5032.728027
	Iteration 28Q: 3 clusters Score -2203620 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2203697.750000 Penalty: 5032.728027
	Iteration 29Q: 3 clusters Score -2203698 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -2203757.000000 Penalty: 5032.728027
	Iteration 30Q: 3 clusters Score -2203757 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2203835.750000 Penalty: 5032.728027
	Iteration 31Q: 3 clusters Score -2203836 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2203906.250000 Penalty: 5032.728027
	Iteration 32Q: 3 clusters Score -2203906 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2203971.250000 Penalty: 5032.728027
	Iteration 33Q: 3 clusters Score -2203971 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -2204058.000000 Penalty: 5032.728027
	Iteration 34Q: 3 clusters Score -2204058 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2204130.250000 Penalty: 5032.728027
	Iteration 35Q: 3 clusters Score -2204130 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2204213.500000 Penalty: 5032.728027
	Iteration 36Q: 3 clusters Score -2204214 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -2204316.250000 Penalty: 5032.728027
	Iteration 37Q: 3 clusters Score -2204316 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2204417.500000 Penalty: 5032.728027
	Iteration 38Q: 3 clusters Score -2204418 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2204521.000000 Penalty: 5032.728027
	Iteration 39Q: 3 clusters Score -2204521 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2204638.750000 Penalty: 5032.728027
	Iteration 40F: 3 clusters Score -2204639 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -2204772.000000 Penalty: 5032.728027
	Iteration 41Q: 3 clusters Score -2204772 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2204895.750000 Penalty: 5032.728027
	Iteration 42Q: 3 clusters Score -2204896 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2205017.500000 Penalty: 5032.728027
	Iteration 43Q: 3 clusters Score -2205018 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2205139.500000 Penalty: 5032.728027
	Iteration 44Q: 3 clusters Score -2205140 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2205250.500000 Penalty: 5032.728027
	Iteration 45Q: 3 clusters Score -2205250 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2205357.250000 Penalty: 5032.728027
	Iteration 46Q: 3 clusters Score -2205357 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2205464.500000 Penalty: 5032.728027
	Iteration 47Q: 3 clusters Score -2205464 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2205546.000000 Penalty: 5032.728027
	Iteration 48Q: 3 clusters Score -2205546 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2205595.500000 Penalty: 5032.728027
	Iteration 49Q: 3 clusters Score -2205596 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2205658.250000 Penalty: 5032.728027
	Iteration 50Q: 3 clusters Score -2205658 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2205728.500000 Penalty: 5032.728027
	Iteration 51Q: 3 clusters Score -2205728 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2205781.000000 Penalty: 5032.728027
	Iteration 52Q: 3 clusters Score -2205781 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2205828.750000 Penalty: 5032.728027
	Iteration 53Q: 3 clusters Score -2205829 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2205856.750000 Penalty: 5032.728027
	Iteration 54Q: 3 clusters Score -2205857 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2205870.500000 Penalty: 5032.728027
	Iteration 55Q: 3 clusters Score -2205870 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2205885.000000 Penalty: 5032.728027
	Iteration 56Q: 3 clusters Score -2205885 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2205901.250000 Penalty: 5032.728027
	Iteration 57Q: 3 clusters Score -2205901 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2205922.250000 Penalty: 5032.728027
	Iteration 58Q: 3 clusters Score -2205922 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2205935.000000 Penalty: 5032.728027
	Iteration 59Q: 3 clusters Score -2205935 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2205951.250000 Penalty: 5032.728027
	Iteration 60F: 3 clusters Score -2205951 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2205969.000000 Penalty: 5032.728027
	Iteration 61Q: 3 clusters Score -2205969 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2205977.750000 Penalty: 5032.728027
	Iteration 62Q: 3 clusters Score -2205978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2205991.250000 Penalty: 5032.728027
	Iteration 63Q: 3 clusters Score -2205991 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2206002.000000 Penalty: 5032.728027
	Iteration 64Q: 3 clusters Score -2206002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2206010.000000 Penalty: 5032.728027
	Iteration 65Q: 3 clusters Score -2206010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2206019.000000 Penalty: 5032.728027
	Iteration 66Q: 3 clusters Score -2206019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2206028.500000 Penalty: 5032.728027
	Iteration 67Q: 3 clusters Score -2206028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2206032.000000 Penalty: 5032.728027
	Iteration 68Q: 3 clusters Score -2206032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2206041.250000 Penalty: 5032.728027
	Iteration 69Q: 3 clusters Score -2206041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2206044.750000 Penalty: 5032.728027
	Iteration 70Q: 3 clusters Score -2206045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2206050.000000 Penalty: 5032.728027
	Iteration 71Q: 3 clusters Score -2206050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2206054.250000 Penalty: 5032.728027
	Iteration 72Q: 3 clusters Score -2206054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2206054.250000 Penalty: 5032.728027
	Iteration 73Q: 3 clusters Score -2206054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2206054.250000 Penalty: 5032.728027
	Iteration 74F: 3 clusters Score -2206054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (24682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Entering Unmasked Estep 
Score: -2705734.500000 Penalty: 2508.229736
	Iteration 0F: 2 clusters Score -2705734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -2688644.750000 Penalty: 5016.459473
	Iteration 0F: 3 clusters Score -2688645 nChanged 10907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2694951.750000 Penalty: 5016.459473
	Iteration 1F: 3 clusters Score -2694952 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2696341.500000 Penalty: 5016.459473
	Iteration 2F: 3 clusters Score -2696342 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2698167.750000 Penalty: 5016.459473
	Iteration 3F: 3 clusters Score -2698168 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2700166.000000 Penalty: 5016.459473
	Iteration 4F: 3 clusters Score -2700166 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -2702099.500000 Penalty: 5016.459473
	Iteration 5F: 3 clusters Score -2702100 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2703597.750000 Penalty: 5016.459473
	Iteration 6F: 3 clusters Score -2703598 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2704557.500000 Penalty: 5016.459473
	Iteration 7Q: 3 clusters Score -2704558 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2705150.750000 Penalty: 5016.459473
	Iteration 8Q: 3 clusters Score -2705151 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -2705754.000000 Penalty: 5016.459473
	Iteration 9Q: 3 clusters Score -2705754 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2706074.000000 Penalty: 5016.459473
	Iteration 10Q: 3 clusters Score -2706074 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2706169.750000 Penalty: 5016.459473
	Iteration 11Q: 3 clusters Score -2706170 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2706218.500000 Penalty: 5016.459473
	Iteration 12Q: 3 clusters Score -2706218 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2706247.000000 Penalty: 5016.459473
	Iteration 13Q: 3 clusters Score -2706247 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2706266.750000 Penalty: 5016.459473
	Iteration 14Q: 3 clusters Score -2706267 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2706287.750000 Penalty: 5016.459473
	Iteration 15Q: 3 clusters Score -2706288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2706296.750000 Penalty: 5016.459473
	Iteration 16Q: 3 clusters Score -2706297 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2706303.750000 Penalty: 5016.459473
	Iteration 17Q: 3 clusters Score -2706304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2706305.750000 Penalty: 5016.459473
	Iteration 18Q: 3 clusters Score -2706306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2706307.500000 Penalty: 5016.459473
	Iteration 19Q: 3 clusters Score -2706308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2706308.500000 Penalty: 5016.459473
	Iteration 20F: 3 clusters Score -2706308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2706310.250000 Penalty: 5016.459473
	Iteration 21Q: 3 clusters Score -2706310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2706313.000000 Penalty: 5016.459473
	Iteration 22Q: 3 clusters Score -2706313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2706311.750000 Penalty: 5016.459473
	Iteration 23Q: 3 clusters Score -2706312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2706314.500000 Penalty: 5016.459473
	Iteration 24Q: 3 clusters Score -2706314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2706320.500000 Penalty: 5016.459473
	Iteration 25Q: 3 clusters Score -2706320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2706318.000000 Penalty: 5016.459473
	Iteration 26Q: 3 clusters Score -2706318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2706318.500000 Penalty: 5016.459473
	Iteration 27Q: 3 clusters Score -2706318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2706319.000000 Penalty: 5016.459473
	Iteration 28Q: 3 clusters Score -2706319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2706319.000000 Penalty: 5016.459473
	Iteration 29F: 3 clusters Score -2706319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 22582 members 
Mstep: Class 3 contains 18927 members 
Mstep: Class 4 contains 5019 members 
Mstep: Class 5 contains 9097 members 
Mstep: Class 6 contains 2228 members 
Mstep: Class 7 contains 16107 members 
Mstep: Class 8 contains 36136 members 
Mstep: Class 9 contains 8068 members 
Mstep: Class 10 contains 11386 members 
Mstep: Class 11 contains 30887 members 
Mstep: Class 12 contains 4157 members 
Mstep: Class 13 contains 23992 members 
Mstep: Class 14 contains 20500 members 
Mstep: Class 15 contains 20002 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6438 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9729 members 
Mstep: Class 21 contains 13176 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 90120 members 
Mstep: Class 24 contains 29317 members 
Mstep: Class 25 contains 10524 members 
Mstep: Class 26 contains 5691 members 
Mstep: Class 27 contains 8887 members 
Mstep: Class 28 contains 13835 members 
Mstep: Class 29 contains 5408 members 
Mstep: Class 30 contains 7085 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3048 members 
Mstep: Class 34 contains 2403 members 
Mstep: Class 35 contains 5209 members 
Mstep: Class 36 contains 8498 members 
Mstep: Class 37 contains 7561 members 
Mstep: Class 38 contains 23361 members 
Mstep: Class 39 contains 6113 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1229 members 
Mstep: Class 43 contains 11173 members 
Mstep: Class 44 contains 5438 members 
Mstep: Class 45 contains 25505 members 
Mstep: Class 46 contains 21966 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14408 members 
Mstep: Class 50 contains 9567 members 
Mstep: Class 51 contains 5835 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 26333 members 
Mstep: Class 54 contains 1475 members 
Mstep: Class 55 contains 16512 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 2716 members 
Entering Unmasked Estep 
Score: -64759256.000000 Penalty: 189167.531250
Splitting cluster 46 changes total score from -64753892.000000 to -64759256.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 47 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -16095.055664 Penalty: 1360.229614
	Iteration 0F: 2 clusters Score -16095.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14921.336914 Penalty: 2720.459229
	Iteration 0F: 3 clusters Score -14921.34 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15004.683594 Penalty: 2720.459229
	Iteration 1F: 3 clusters Score -15004.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15022.156250 Penalty: 2720.459229
	Iteration 2Q: 3 clusters Score -15022.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15026.262695 Penalty: 2720.459229
	Iteration 3Q: 3 clusters Score -15026.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15026.262695 Penalty: 2720.459229
	Iteration 4F: 3 clusters Score -15026.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -28276.843750 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -28276.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26938.046875 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -26938.05 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -27130.183594 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -27130.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -27204.699219 Penalty: 2850.116943
	Iteration 2F: 3 clusters Score -27204.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -27252.123047 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -27252.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -27278.875000 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -27278.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -27298.554688 Penalty: 2850.116943
	Iteration 5Q: 3 clusters Score -27298.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27327.544922 Penalty: 2850.116943
	Iteration 6Q: 3 clusters Score -27327.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -27335.806641 Penalty: 2850.116943
	Iteration 7Q: 3 clusters Score -27335.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27343.384766 Penalty: 2850.116943
	Iteration 8Q: 3 clusters Score -27343.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27352.535156 Penalty: 2850.116943
	Iteration 9Q: 3 clusters Score -27352.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27352.535156 Penalty: 2850.116943
	Iteration 10F: 3 clusters Score -27352.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (14408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Entering Unmasked Estep 
Score: -1374541.250000 Penalty: 2374.733643
	Iteration 0F: 2 clusters Score -1374541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1364029.375000 Penalty: 4749.467285
	Iteration 0F: 3 clusters Score -1364029 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1367490.250000 Penalty: 4749.467285
	Iteration 1F: 3 clusters Score -1367490 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1368086.500000 Penalty: 4749.467285
	Iteration 2F: 3 clusters Score -1368086 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1368599.875000 Penalty: 4749.467285
	Iteration 3F: 3 clusters Score -1368600 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1369035.250000 Penalty: 4749.467285
	Iteration 4F: 3 clusters Score -1369035 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1369424.000000 Penalty: 4749.467285
	Iteration 5F: 3 clusters Score -1369424 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1369760.750000 Penalty: 4749.467285
	Iteration 6Q: 3 clusters Score -1369761 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1370057.375000 Penalty: 4749.467285
	Iteration 7Q: 3 clusters Score -1370057 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1370306.250000 Penalty: 4749.467285
	Iteration 8Q: 3 clusters Score -1370306 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1370520.000000 Penalty: 4749.467285
	Iteration 9Q: 3 clusters Score -1370520 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1370709.125000 Penalty: 4749.467285
	Iteration 10Q: 3 clusters Score -1370709 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1370870.000000 Penalty: 4749.467285
	Iteration 11Q: 3 clusters Score -1370870 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1370980.750000 Penalty: 4749.467285
	Iteration 12Q: 3 clusters Score -1370981 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1371065.500000 Penalty: 4749.467285
	Iteration 13Q: 3 clusters Score -1371066 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1371130.750000 Penalty: 4749.467285
	Iteration 14Q: 3 clusters Score -1371131 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1371184.375000 Penalty: 4749.467285
	Iteration 15Q: 3 clusters Score -1371184 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1371226.500000 Penalty: 4749.467285
	Iteration 16Q: 3 clusters Score -1371226 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1371260.125000 Penalty: 4749.467285
	Iteration 17Q: 3 clusters Score -1371260 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1371285.000000 Penalty: 4749.467285
	Iteration 18Q: 3 clusters Score -1371285 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1371302.125000 Penalty: 4749.467285
	Iteration 19Q: 3 clusters Score -1371302 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1371324.500000 Penalty: 4749.467285
	Iteration 20F: 3 clusters Score -1371324 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1371338.875000 Penalty: 4749.467285
	Iteration 21Q: 3 clusters Score -1371339 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1371349.375000 Penalty: 4749.467285
	Iteration 22Q: 3 clusters Score -1371349 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1371362.875000 Penalty: 4749.467285
	Iteration 23Q: 3 clusters Score -1371363 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1371378.500000 Penalty: 4749.467285
	Iteration 24Q: 3 clusters Score -1371378 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1371396.500000 Penalty: 4749.467285
	Iteration 25Q: 3 clusters Score -1371396 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1371421.625000 Penalty: 4749.467285
	Iteration 26Q: 3 clusters Score -1371422 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1371438.375000 Penalty: 4749.467285
	Iteration 27Q: 3 clusters Score -1371438 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1371452.250000 Penalty: 4749.467285
	Iteration 28Q: 3 clusters Score -1371452 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1371472.125000 Penalty: 4749.467285
	Iteration 29Q: 3 clusters Score -1371472 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1371500.375000 Penalty: 4749.467285
	Iteration 30Q: 3 clusters Score -1371500 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1371526.125000 Penalty: 4749.467285
	Iteration 31Q: 3 clusters Score -1371526 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1371551.125000 Penalty: 4749.467285
	Iteration 32Q: 3 clusters Score -1371551 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1371569.125000 Penalty: 4749.467285
	Iteration 33Q: 3 clusters Score -1371569 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1371584.375000 Penalty: 4749.467285
	Iteration 34Q: 3 clusters Score -1371584 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1371601.625000 Penalty: 4749.467285
	Iteration 35Q: 3 clusters Score -1371602 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1371617.750000 Penalty: 4749.467285
	Iteration 36Q: 3 clusters Score -1371618 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1371634.125000 Penalty: 4749.467285
	Iteration 37Q: 3 clusters Score -1371634 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1371638.375000 Penalty: 4749.467285
	Iteration 38Q: 3 clusters Score -1371638 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1371646.250000 Penalty: 4749.467285
	Iteration 39Q: 3 clusters Score -1371646 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1371653.750000 Penalty: 4749.467285
	Iteration 40F: 3 clusters Score -1371654 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1371660.625000 Penalty: 4749.467285
	Iteration 41Q: 3 clusters Score -1371661 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1371672.625000 Penalty: 4749.467285
	Iteration 42Q: 3 clusters Score -1371673 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1371678.875000 Penalty: 4749.467285
	Iteration 43Q: 3 clusters Score -1371679 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1371687.000000 Penalty: 4749.467285
	Iteration 44Q: 3 clusters Score -1371687 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1371697.375000 Penalty: 4749.467285
	Iteration 45Q: 3 clusters Score -1371697 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1371697.500000 Penalty: 4749.467285
	Iteration 46Q: 3 clusters Score -1371698 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1371704.500000 Penalty: 4749.467285
	Iteration 47Q: 3 clusters Score -1371704 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1371715.625000 Penalty: 4749.467285
	Iteration 48Q: 3 clusters Score -1371716 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1371725.000000 Penalty: 4749.467285
	Iteration 49Q: 3 clusters Score -1371725 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1371736.625000 Penalty: 4749.467285
	Iteration 50Q: 3 clusters Score -1371737 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1371757.000000 Penalty: 4749.467285
	Iteration 51Q: 3 clusters Score -1371757 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1371766.625000 Penalty: 4749.467285
	Iteration 52Q: 3 clusters Score -1371767 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1371784.125000 Penalty: 4749.467285
	Iteration 53Q: 3 clusters Score -1371784 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1371798.000000 Penalty: 4749.467285
	Iteration 54Q: 3 clusters Score -1371798 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1371818.000000 Penalty: 4749.467285
	Iteration 55Q: 3 clusters Score -1371818 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1371831.125000 Penalty: 4749.467285
	Iteration 56Q: 3 clusters Score -1371831 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1371841.625000 Penalty: 4749.467285
	Iteration 57Q: 3 clusters Score -1371842 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1371851.875000 Penalty: 4749.467285
	Iteration 58Q: 3 clusters Score -1371852 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1371876.500000 Penalty: 4749.467285
	Iteration 59Q: 3 clusters Score -1371876 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1371894.875000 Penalty: 4749.467285
	Iteration 60F: 3 clusters Score -1371895 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1371925.625000 Penalty: 4749.467285
	Iteration 61Q: 3 clusters Score -1371926 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1371948.000000 Penalty: 4749.467285
	Iteration 62Q: 3 clusters Score -1371948 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1371996.000000 Penalty: 4749.467285
	Iteration 63Q: 3 clusters Score -1371996 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1372037.625000 Penalty: 4749.467285
	Iteration 64Q: 3 clusters Score -1372038 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1372081.500000 Penalty: 4749.467285
	Iteration 65Q: 3 clusters Score -1372082 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1372121.250000 Penalty: 4749.467285
	Iteration 66Q: 3 clusters Score -1372121 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1372162.125000 Penalty: 4749.467285
	Iteration 67Q: 3 clusters Score -1372162 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1372208.625000 Penalty: 4749.467285
	Iteration 68Q: 3 clusters Score -1372209 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1372249.250000 Penalty: 4749.467285
	Iteration 69Q: 3 clusters Score -1372249 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1372292.375000 Penalty: 4749.467285
	Iteration 70Q: 3 clusters Score -1372292 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1372338.000000 Penalty: 4749.467285
	Iteration 71Q: 3 clusters Score -1372338 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1372376.250000 Penalty: 4749.467285
	Iteration 72Q: 3 clusters Score -1372376 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1372415.500000 Penalty: 4749.467285
	Iteration 73Q: 3 clusters Score -1372416 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1372459.750000 Penalty: 4749.467285
	Iteration 74Q: 3 clusters Score -1372460 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1372484.500000 Penalty: 4749.467285
	Iteration 75Q: 3 clusters Score -1372484 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1372521.000000 Penalty: 4749.467285
	Iteration 76Q: 3 clusters Score -1372521 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1372553.000000 Penalty: 4749.467285
	Iteration 77Q: 3 clusters Score -1372553 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1372592.875000 Penalty: 4749.467285
	Iteration 78Q: 3 clusters Score -1372593 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1372627.750000 Penalty: 4749.467285
	Iteration 79Q: 3 clusters Score -1372628 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1372669.125000 Penalty: 4749.467285
	Iteration 80F: 3 clusters Score -1372669 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1372705.875000 Penalty: 4749.467285
	Iteration 81Q: 3 clusters Score -1372706 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1372730.375000 Penalty: 4749.467285
	Iteration 82Q: 3 clusters Score -1372730 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1372746.250000 Penalty: 4749.467285
	Iteration 83Q: 3 clusters Score -1372746 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1372759.000000 Penalty: 4749.467285
	Iteration 84Q: 3 clusters Score -1372759 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1372778.875000 Penalty: 4749.467285
	Iteration 85Q: 3 clusters Score -1372779 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1372792.375000 Penalty: 4749.467285
	Iteration 86Q: 3 clusters Score -1372792 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1372811.500000 Penalty: 4749.467285
	Iteration 87Q: 3 clusters Score -1372812 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1372819.750000 Penalty: 4749.467285
	Iteration 88Q: 3 clusters Score -1372820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1372831.750000 Penalty: 4749.467285
	Iteration 89Q: 3 clusters Score -1372832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1372836.750000 Penalty: 4749.467285
	Iteration 90Q: 3 clusters Score -1372837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1372841.750000 Penalty: 4749.467285
	Iteration 91Q: 3 clusters Score -1372842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1372842.250000 Penalty: 4749.467285
	Iteration 92Q: 3 clusters Score -1372842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1372848.500000 Penalty: 4749.467285
	Iteration 93Q: 3 clusters Score -1372848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1372850.125000 Penalty: 4749.467285
	Iteration 94Q: 3 clusters Score -1372850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1372855.250000 Penalty: 4749.467285
	Iteration 95Q: 3 clusters Score -1372855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1372858.875000 Penalty: 4749.467285
	Iteration 96Q: 3 clusters Score -1372859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1372856.125000 Penalty: 4749.467285
	Iteration 97Q: 3 clusters Score -1372856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1372860.625000 Penalty: 4749.467285
	Iteration 98Q: 3 clusters Score -1372861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1372859.500000 Penalty: 4749.467285
	Iteration 99Q: 3 clusters Score -1372860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1372861.125000 Penalty: 4749.467285
	Iteration 100F: 3 clusters Score -1372861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1372864.375000 Penalty: 4749.467285
	Iteration 101Q: 3 clusters Score -1372864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1372868.375000 Penalty: 4749.467285
	Iteration 102Q: 3 clusters Score -1372868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1372871.875000 Penalty: 4749.467285
	Iteration 103Q: 3 clusters Score -1372872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1372870.875000 Penalty: 4749.467285
	Iteration 104Q: 3 clusters Score -1372871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1372874.750000 Penalty: 4749.467285
	Iteration 105Q: 3 clusters Score -1372875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1372873.875000 Penalty: 4749.467285
	Iteration 106Q: 3 clusters Score -1372874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1372876.500000 Penalty: 4749.467285
	Iteration 107Q: 3 clusters Score -1372876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1372877.625000 Penalty: 4749.467285
	Iteration 108Q: 3 clusters Score -1372878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1372879.500000 Penalty: 4749.467285
	Iteration 109Q: 3 clusters Score -1372880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1372881.625000 Penalty: 4749.467285
	Iteration 110Q: 3 clusters Score -1372882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1372881.625000 Penalty: 4749.467285
	Iteration 111Q: 3 clusters Score -1372882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1372880.125000 Penalty: 4749.467285
	Iteration 112Q: 3 clusters Score -1372880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1372880.750000 Penalty: 4749.467285
	Iteration 113Q: 3 clusters Score -1372881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1372880.750000 Penalty: 4749.467285
	Iteration 114F: 3 clusters Score -1372881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (9567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Entering Unmasked Estep 
Score: -954030.750000 Penalty: 2273.186523
	Iteration 0F: 2 clusters Score -954030.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -946641.375000 Penalty: 4546.373047
	Iteration 0F: 3 clusters Score -946641.4 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -948942.062500 Penalty: 4546.373047
	Iteration 1F: 3 clusters Score -948942.1 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -949443.437500 Penalty: 4546.373047
	Iteration 2F: 3 clusters Score -949443.4 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -949947.750000 Penalty: 4546.373047
	Iteration 3F: 3 clusters Score -949947.8 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -950498.625000 Penalty: 4546.373047
	Iteration 4F: 3 clusters Score -950498.6 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -951071.500000 Penalty: 4546.373047
	Iteration 5F: 3 clusters Score -951071.5 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -951562.625000 Penalty: 4546.373047
	Iteration 6F: 3 clusters Score -951562.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -952060.125000 Penalty: 4546.373047
	Iteration 7F: 3 clusters Score -952060.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -952477.812500 Penalty: 4546.373047
	Iteration 8Q: 3 clusters Score -952477.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -952742.437500 Penalty: 4546.373047
	Iteration 9Q: 3 clusters Score -952742.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -952890.062500 Penalty: 4546.373047
	Iteration 10Q: 3 clusters Score -952890.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -952960.625000 Penalty: 4546.373047
	Iteration 11Q: 3 clusters Score -952960.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -952996.687500 Penalty: 4546.373047
	Iteration 12Q: 3 clusters Score -952996.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -953019.062500 Penalty: 4546.373047
	Iteration 13Q: 3 clusters Score -953019.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -953037.687500 Penalty: 4546.373047
	Iteration 14Q: 3 clusters Score -953037.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -953052.062500 Penalty: 4546.373047
	Iteration 15Q: 3 clusters Score -953052.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -953065.562500 Penalty: 4546.373047
	Iteration 16Q: 3 clusters Score -953065.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -953070.812500 Penalty: 4546.373047
	Iteration 17Q: 3 clusters Score -953070.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -953079.875000 Penalty: 4546.373047
	Iteration 18Q: 3 clusters Score -953079.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -953083.812500 Penalty: 4546.373047
	Iteration 19Q: 3 clusters Score -953083.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -953087.812500 Penalty: 4546.373047
	Iteration 20F: 3 clusters Score -953087.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -953093.000000 Penalty: 4546.373047
	Iteration 21Q: 3 clusters Score -953093 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -953095.187500 Penalty: 4546.373047
	Iteration 22Q: 3 clusters Score -953095.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -953094.875000 Penalty: 4546.373047
	Iteration 23Q: 3 clusters Score -953094.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -953097.875000 Penalty: 4546.373047
	Iteration 24Q: 3 clusters Score -953097.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -953099.687500 Penalty: 4546.373047
	Iteration 25Q: 3 clusters Score -953099.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -953101.312500 Penalty: 4546.373047
	Iteration 26Q: 3 clusters Score -953101.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -953101.062500 Penalty: 4546.373047
	Iteration 27Q: 3 clusters Score -953101.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -953100.500000 Penalty: 4546.373047
	Iteration 28Q: 3 clusters Score -953100.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -953100.562500 Penalty: 4546.373047
	Iteration 29Q: 3 clusters Score -953100.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -953101.125000 Penalty: 4546.373047
	Iteration 30Q: 3 clusters Score -953101.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -953101.125000 Penalty: 4546.373047
	Iteration 31F: 3 clusters Score -953101.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 22582 members 
Mstep: Class 3 contains 18927 members 
Mstep: Class 4 contains 5019 members 
Mstep: Class 5 contains 9097 members 
Mstep: Class 6 contains 2228 members 
Mstep: Class 7 contains 16107 members 
Mstep: Class 8 contains 36136 members 
Mstep: Class 9 contains 8068 members 
Mstep: Class 10 contains 11386 members 
Mstep: Class 11 contains 30887 members 
Mstep: Class 12 contains 4157 members 
Mstep: Class 13 contains 23992 members 
Mstep: Class 14 contains 20500 members 
Mstep: Class 15 contains 20002 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6438 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9729 members 
Mstep: Class 21 contains 13176 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 90120 members 
Mstep: Class 24 contains 29317 members 
Mstep: Class 25 contains 10524 members 
Mstep: Class 26 contains 5691 members 
Mstep: Class 27 contains 8887 members 
Mstep: Class 28 contains 13835 members 
Mstep: Class 29 contains 5408 members 
Mstep: Class 30 contains 7085 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3048 members 
Mstep: Class 34 contains 2403 members 
Mstep: Class 35 contains 5209 members 
Mstep: Class 36 contains 8498 members 
Mstep: Class 37 contains 7561 members 
Mstep: Class 38 contains 23361 members 
Mstep: Class 39 contains 6113 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1229 members 
Mstep: Class 43 contains 11173 members 
Mstep: Class 44 contains 5438 members 
Mstep: Class 45 contains 25505 members 
Mstep: Class 46 contains 21966 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14408 members 
Mstep: Class 50 contains 9567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64764440.000000 Penalty: 189167.531250
Iteration 119Q: 58 clusters Score -6.476444e+07 nChanged 8842
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 22511 members 
Mstep: Class 3 contains 18938 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 9097 members 
Mstep: Class 6 contains 2239 members 
Mstep: Class 7 contains 16062 members 
Mstep: Class 8 contains 36384 members 
Mstep: Class 9 contains 7977 members 
Mstep: Class 10 contains 11387 members 
Mstep: Class 11 contains 31260 members 
Mstep: Class 12 contains 4420 members 
Mstep: Class 13 contains 24286 members 
Mstep: Class 14 contains 20623 members 
Mstep: Class 15 contains 19991 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 6455 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9747 members 
Mstep: Class 21 contains 13325 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 90236 members 
Mstep: Class 24 contains 29200 members 
Mstep: Class 25 contains 10795 members 
Mstep: Class 26 contains 5698 members 
Mstep: Class 27 contains 8884 members 
Mstep: Class 28 contains 13842 members 
Mstep: Class 29 contains 5389 members 
Mstep: Class 30 contains 7071 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 2403 members 
Mstep: Class 35 contains 5221 members 
Mstep: Class 36 contains 8600 members 
Mstep: Class 37 contains 7559 members 
Mstep: Class 38 contains 23723 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1229 members 
Mstep: Class 43 contains 11183 members 
Mstep: Class 44 contains 5436 members 
Mstep: Class 45 contains 25493 members 
Mstep: Class 46 contains 21896 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14457 members 
Mstep: Class 50 contains 9687 members 
Mstep: Class 51 contains 5458 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 24948 members 
Mstep: Class 54 contains 1525 members 
Mstep: Class 55 contains 15948 members 
Mstep: Class 56 contains 168 members 
Mstep: Class 57 contains 2616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768540.000000 Penalty: 189167.531250
Iteration 120F: 58 clusters Score -6.476854e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 22340 members 
Mstep: Class 3 contains 18892 members 
Mstep: Class 4 contains 5030 members 
Mstep: Class 5 contains 9099 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 7 contains 16017 members 
Mstep: Class 8 contains 36166 members 
Mstep: Class 9 contains 7932 members 
Mstep: Class 10 contains 11386 members 
Mstep: Class 11 contains 31475 members 
Mstep: Class 12 contains 4575 members 
Mstep: Class 13 contains 24090 members 
Mstep: Class 14 contains 20687 members 
Mstep: Class 15 contains 19992 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6476 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9770 members 
Mstep: Class 21 contains 13425 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 90218 members 
Mstep: Class 24 contains 29102 members 
Mstep: Class 25 contains 10349 members 
Mstep: Class 26 contains 5714 members 
Mstep: Class 27 contains 8881 members 
Mstep: Class 28 contains 13849 members 
Mstep: Class 29 contains 5369 members 
Mstep: Class 30 contains 7063 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3056 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 5234 members 
Mstep: Class 36 contains 8644 members 
Mstep: Class 37 contains 7556 members 
Mstep: Class 38 contains 23834 members 
Mstep: Class 39 contains 6462 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1230 members 
Mstep: Class 43 contains 11180 members 
Mstep: Class 44 contains 5435 members 
Mstep: Class 45 contains 25522 members 
Mstep: Class 46 contains 21559 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14408 members 
Mstep: Class 50 contains 9637 members 
Mstep: Class 51 contains 5362 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 25306 members 
Mstep: Class 54 contains 1579 members 
Mstep: Class 55 contains 16342 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 2819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770184.000000 Penalty: 189167.531250
Iteration 121Q: 58 clusters Score -6.477018e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 22193 members 
Mstep: Class 3 contains 18847 members 
Mstep: Class 4 contains 5027 members 
Mstep: Class 5 contains 9099 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 15976 members 
Mstep: Class 8 contains 35989 members 
Mstep: Class 9 contains 7858 members 
Mstep: Class 10 contains 11383 members 
Mstep: Class 11 contains 31594 members 
Mstep: Class 12 contains 4710 members 
Mstep: Class 13 contains 23970 members 
Mstep: Class 14 contains 20726 members 
Mstep: Class 15 contains 20010 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6493 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9792 members 
Mstep: Class 21 contains 13484 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 90220 members 
Mstep: Class 24 contains 29128 members 
Mstep: Class 25 contains 10177 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 8884 members 
Mstep: Class 28 contains 13875 members 
Mstep: Class 29 contains 5357 members 
Mstep: Class 30 contains 7050 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3050 members 
Mstep: Class 34 contains 2415 members 
Mstep: Class 35 contains 5252 members 
Mstep: Class 36 contains 8672 members 
Mstep: Class 37 contains 7555 members 
Mstep: Class 38 contains 23999 members 
Mstep: Class 39 contains 6658 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1231 members 
Mstep: Class 43 contains 11181 members 
Mstep: Class 44 contains 5421 members 
Mstep: Class 45 contains 25554 members 
Mstep: Class 46 contains 21332 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14385 members 
Mstep: Class 50 contains 9611 members 
Mstep: Class 51 contains 5262 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 25354 members 
Mstep: Class 54 contains 1596 members 
Mstep: Class 55 contains 16513 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 2919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770980.000000 Penalty: 189167.531250
Iteration 122Q: 58 clusters Score -6.477098e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 22055 members 
Mstep: Class 3 contains 18811 members 
Mstep: Class 4 contains 5036 members 
Mstep: Class 5 contains 9101 members 
Mstep: Class 6 contains 2250 members 
Mstep: Class 7 contains 15943 members 
Mstep: Class 8 contains 35837 members 
Mstep: Class 9 contains 7797 members 
Mstep: Class 10 contains 11384 members 
Mstep: Class 11 contains 31718 members 
Mstep: Class 12 contains 4836 members 
Mstep: Class 13 contains 23852 members 
Mstep: Class 14 contains 20725 members 
Mstep: Class 15 contains 20008 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9814 members 
Mstep: Class 21 contains 13526 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90212 members 
Mstep: Class 24 contains 29178 members 
Mstep: Class 25 contains 10061 members 
Mstep: Class 26 contains 5763 members 
Mstep: Class 27 contains 8878 members 
Mstep: Class 28 contains 13895 members 
Mstep: Class 29 contains 5347 members 
Mstep: Class 30 contains 7040 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3056 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 5265 members 
Mstep: Class 36 contains 8680 members 
Mstep: Class 37 contains 7557 members 
Mstep: Class 38 contains 24181 members 
Mstep: Class 39 contains 6851 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 11186 members 
Mstep: Class 44 contains 5426 members 
Mstep: Class 45 contains 25590 members 
Mstep: Class 46 contains 21094 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14346 members 
Mstep: Class 50 contains 9607 members 
Mstep: Class 51 contains 5204 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 25356 members 
Mstep: Class 54 contains 1611 members 
Mstep: Class 55 contains 16636 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 2983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771336.000000 Penalty: 189167.531250
Iteration 123Q: 58 clusters Score -6.477134e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 21932 members 
Mstep: Class 3 contains 18787 members 
Mstep: Class 4 contains 5040 members 
Mstep: Class 5 contains 9101 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15908 members 
Mstep: Class 8 contains 35726 members 
Mstep: Class 9 contains 7743 members 
Mstep: Class 10 contains 11385 members 
Mstep: Class 11 contains 31797 members 
Mstep: Class 12 contains 4935 members 
Mstep: Class 13 contains 23745 members 
Mstep: Class 14 contains 20698 members 
Mstep: Class 15 contains 20000 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6513 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9847 members 
Mstep: Class 21 contains 13548 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90212 members 
Mstep: Class 24 contains 29229 members 
Mstep: Class 25 contains 9968 members 
Mstep: Class 26 contains 5782 members 
Mstep: Class 27 contains 8876 members 
Mstep: Class 28 contains 13917 members 
Mstep: Class 29 contains 5330 members 
Mstep: Class 30 contains 7034 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3065 members 
Mstep: Class 34 contains 2423 members 
Mstep: Class 35 contains 5279 members 
Mstep: Class 36 contains 8682 members 
Mstep: Class 37 contains 7557 members 
Mstep: Class 38 contains 24333 members 
Mstep: Class 39 contains 7035 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1235 members 
Mstep: Class 43 contains 11176 members 
Mstep: Class 44 contains 5429 members 
Mstep: Class 45 contains 25593 members 
Mstep: Class 46 contains 20878 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14328 members 
Mstep: Class 50 contains 9604 members 
Mstep: Class 51 contains 5173 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 25424 members 
Mstep: Class 54 contains 1617 members 
Mstep: Class 55 contains 16726 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771896.000000 Penalty: 189167.531250
Iteration 124Q: 58 clusters Score -6.47719e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 21808 members 
Mstep: Class 3 contains 18771 members 
Mstep: Class 4 contains 5043 members 
Mstep: Class 5 contains 9101 members 
Mstep: Class 6 contains 2252 members 
Mstep: Class 7 contains 15880 members 
Mstep: Class 8 contains 35655 members 
Mstep: Class 9 contains 7701 members 
Mstep: Class 10 contains 11383 members 
Mstep: Class 11 contains 31835 members 
Mstep: Class 12 contains 5010 members 
Mstep: Class 13 contains 23671 members 
Mstep: Class 14 contains 20702 members 
Mstep: Class 15 contains 19995 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6523 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9877 members 
Mstep: Class 21 contains 13561 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90213 members 
Mstep: Class 24 contains 29265 members 
Mstep: Class 25 contains 9872 members 
Mstep: Class 26 contains 5792 members 
Mstep: Class 27 contains 8873 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 5311 members 
Mstep: Class 30 contains 7030 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3080 members 
Mstep: Class 34 contains 2426 members 
Mstep: Class 35 contains 5288 members 
Mstep: Class 36 contains 8680 members 
Mstep: Class 37 contains 7554 members 
Mstep: Class 38 contains 24492 members 
Mstep: Class 39 contains 7182 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1239 members 
Mstep: Class 43 contains 11175 members 
Mstep: Class 44 contains 5434 members 
Mstep: Class 45 contains 25598 members 
Mstep: Class 46 contains 20623 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14311 members 
Mstep: Class 50 contains 9600 members 
Mstep: Class 51 contains 5154 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 25502 members 
Mstep: Class 54 contains 1627 members 
Mstep: Class 55 contains 16815 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64772420.000000 Penalty: 189167.531250
Iteration 125Q: 58 clusters Score -6.477242e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 21726 members 
Mstep: Class 3 contains 18764 members 
Mstep: Class 4 contains 5041 members 
Mstep: Class 5 contains 9101 members 
Mstep: Class 6 contains 2252 members 
Mstep: Class 7 contains 15854 members 
Mstep: Class 8 contains 35576 members 
Mstep: Class 9 contains 7667 members 
Mstep: Class 10 contains 11379 members 
Mstep: Class 11 contains 31857 members 
Mstep: Class 12 contains 5070 members 
Mstep: Class 13 contains 23609 members 
Mstep: Class 14 contains 20712 members 
Mstep: Class 15 contains 20003 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6536 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9900 members 
Mstep: Class 21 contains 13572 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90213 members 
Mstep: Class 24 contains 29278 members 
Mstep: Class 25 contains 9800 members 
Mstep: Class 26 contains 5810 members 
Mstep: Class 27 contains 8866 members 
Mstep: Class 28 contains 13977 members 
Mstep: Class 29 contains 5299 members 
Mstep: Class 30 contains 7025 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3094 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 5291 members 
Mstep: Class 36 contains 8676 members 
Mstep: Class 37 contains 7553 members 
Mstep: Class 38 contains 24609 members 
Mstep: Class 39 contains 7292 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1243 members 
Mstep: Class 43 contains 11169 members 
Mstep: Class 44 contains 5432 members 
Mstep: Class 45 contains 25590 members 
Mstep: Class 46 contains 20400 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14295 members 
Mstep: Class 50 contains 9601 members 
Mstep: Class 51 contains 5143 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 25613 members 
Mstep: Class 54 contains 1637 members 
Mstep: Class 55 contains 16886 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64772492.000000 Penalty: 189167.531250
Iteration 126Q: 58 clusters Score -6.477249e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 21647 members 
Mstep: Class 3 contains 18760 members 
Mstep: Class 4 contains 5037 members 
Mstep: Class 5 contains 9101 members 
Mstep: Class 6 contains 2252 members 
Mstep: Class 7 contains 15834 members 
Mstep: Class 8 contains 35528 members 
Mstep: Class 9 contains 7632 members 
Mstep: Class 10 contains 11375 members 
Mstep: Class 11 contains 31899 members 
Mstep: Class 12 contains 5127 members 
Mstep: Class 13 contains 23551 members 
Mstep: Class 14 contains 20723 members 
Mstep: Class 15 contains 20009 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6558 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9913 members 
Mstep: Class 21 contains 13570 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90208 members 
Mstep: Class 24 contains 29287 members 
Mstep: Class 25 contains 9737 members 
Mstep: Class 26 contains 5827 members 
Mstep: Class 27 contains 8858 members 
Mstep: Class 28 contains 14000 members 
Mstep: Class 29 contains 5284 members 
Mstep: Class 30 contains 7022 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3106 members 
Mstep: Class 34 contains 2432 members 
Mstep: Class 35 contains 5296 members 
Mstep: Class 36 contains 8677 members 
Mstep: Class 37 contains 7549 members 
Mstep: Class 38 contains 24740 members 
Mstep: Class 39 contains 7365 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1245 members 
Mstep: Class 43 contains 11164 members 
Mstep: Class 44 contains 5437 members 
Mstep: Class 45 contains 25584 members 
Mstep: Class 46 contains 20176 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14281 members 
Mstep: Class 50 contains 9594 members 
Mstep: Class 51 contains 5137 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 25732 members 
Mstep: Class 54 contains 1640 members 
Mstep: Class 55 contains 16946 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64772968.000000 Penalty: 189167.531250
Iteration 127Q: 58 clusters Score -6.477297e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 21578 members 
Mstep: Class 3 contains 18762 members 
Mstep: Class 4 contains 5038 members 
Mstep: Class 5 contains 9102 members 
Mstep: Class 6 contains 2252 members 
Mstep: Class 7 contains 15818 members 
Mstep: Class 8 contains 35476 members 
Mstep: Class 9 contains 7607 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 11 contains 31933 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 23487 members 
Mstep: Class 14 contains 20720 members 
Mstep: Class 15 contains 20012 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6584 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9925 members 
Mstep: Class 21 contains 13565 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90203 members 
Mstep: Class 24 contains 29305 members 
Mstep: Class 25 contains 9681 members 
Mstep: Class 26 contains 5832 members 
Mstep: Class 27 contains 8854 members 
Mstep: Class 28 contains 14034 members 
Mstep: Class 29 contains 5274 members 
Mstep: Class 30 contains 7016 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3119 members 
Mstep: Class 34 contains 2439 members 
Mstep: Class 35 contains 5300 members 
Mstep: Class 36 contains 8677 members 
Mstep: Class 37 contains 7545 members 
Mstep: Class 38 contains 24875 members 
Mstep: Class 39 contains 7446 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1245 members 
Mstep: Class 43 contains 11153 members 
Mstep: Class 44 contains 5442 members 
Mstep: Class 45 contains 25580 members 
Mstep: Class 46 contains 19959 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14271 members 
Mstep: Class 50 contains 9584 members 
Mstep: Class 51 contains 5132 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 25847 members 
Mstep: Class 54 contains 1642 members 
Mstep: Class 55 contains 16995 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773184.000000 Penalty: 189167.531250
Iteration 128Q: 58 clusters Score -6.477318e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 21493 members 
Mstep: Class 3 contains 18751 members 
Mstep: Class 4 contains 5037 members 
Mstep: Class 5 contains 9105 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15801 members 
Mstep: Class 8 contains 35412 members 
Mstep: Class 9 contains 7588 members 
Mstep: Class 10 contains 11364 members 
Mstep: Class 11 contains 31944 members 
Mstep: Class 12 contains 5206 members 
Mstep: Class 13 contains 23410 members 
Mstep: Class 14 contains 20714 members 
Mstep: Class 15 contains 20010 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6609 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9932 members 
Mstep: Class 21 contains 13567 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90196 members 
Mstep: Class 24 contains 29337 members 
Mstep: Class 25 contains 9650 members 
Mstep: Class 26 contains 5844 members 
Mstep: Class 27 contains 8851 members 
Mstep: Class 28 contains 14061 members 
Mstep: Class 29 contains 5267 members 
Mstep: Class 30 contains 7010 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3137 members 
Mstep: Class 34 contains 2441 members 
Mstep: Class 35 contains 5301 members 
Mstep: Class 36 contains 8676 members 
Mstep: Class 37 contains 7538 members 
Mstep: Class 38 contains 24999 members 
Mstep: Class 39 contains 7526 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1248 members 
Mstep: Class 43 contains 11151 members 
Mstep: Class 44 contains 5446 members 
Mstep: Class 45 contains 25576 members 
Mstep: Class 46 contains 19759 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14260 members 
Mstep: Class 50 contains 9586 members 
Mstep: Class 51 contains 5129 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 26001 members 
Mstep: Class 54 contains 1643 members 
Mstep: Class 55 contains 17028 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773236.000000 Penalty: 189167.531250
Iteration 129Q: 58 clusters Score -6.477324e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 21429 members 
Mstep: Class 3 contains 18759 members 
Mstep: Class 4 contains 5035 members 
Mstep: Class 5 contains 9105 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15793 members 
Mstep: Class 8 contains 35355 members 
Mstep: Class 9 contains 7561 members 
Mstep: Class 10 contains 11359 members 
Mstep: Class 11 contains 31950 members 
Mstep: Class 12 contains 5244 members 
Mstep: Class 13 contains 23340 members 
Mstep: Class 14 contains 20714 members 
Mstep: Class 15 contains 20002 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6629 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9940 members 
Mstep: Class 21 contains 13570 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90196 members 
Mstep: Class 24 contains 29355 members 
Mstep: Class 25 contains 9629 members 
Mstep: Class 26 contains 5847 members 
Mstep: Class 27 contains 8852 members 
Mstep: Class 28 contains 14069 members 
Mstep: Class 29 contains 5256 members 
Mstep: Class 30 contains 7006 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3147 members 
Mstep: Class 34 contains 2444 members 
Mstep: Class 35 contains 5302 members 
Mstep: Class 36 contains 8678 members 
Mstep: Class 37 contains 7536 members 
Mstep: Class 38 contains 25125 members 
Mstep: Class 39 contains 7582 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1249 members 
Mstep: Class 43 contains 11158 members 
Mstep: Class 44 contains 5443 members 
Mstep: Class 45 contains 25585 members 
Mstep: Class 46 contains 19572 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14241 members 
Mstep: Class 50 contains 9588 members 
Mstep: Class 51 contains 5123 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 26134 members 
Mstep: Class 54 contains 1646 members 
Mstep: Class 55 contains 17054 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773392.000000 Penalty: 189167.531250
Iteration 130Q: 58 clusters Score -6.477339e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 21377 members 
Mstep: Class 3 contains 18761 members 
Mstep: Class 4 contains 5036 members 
Mstep: Class 5 contains 9105 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15783 members 
Mstep: Class 8 contains 35296 members 
Mstep: Class 9 contains 7542 members 
Mstep: Class 10 contains 11354 members 
Mstep: Class 11 contains 31953 members 
Mstep: Class 12 contains 5272 members 
Mstep: Class 13 contains 23283 members 
Mstep: Class 14 contains 20722 members 
Mstep: Class 15 contains 19993 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6639 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9944 members 
Mstep: Class 21 contains 13570 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90200 members 
Mstep: Class 24 contains 29359 members 
Mstep: Class 25 contains 9606 members 
Mstep: Class 26 contains 5851 members 
Mstep: Class 27 contains 8853 members 
Mstep: Class 28 contains 14076 members 
Mstep: Class 29 contains 5247 members 
Mstep: Class 30 contains 7005 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3153 members 
Mstep: Class 34 contains 2447 members 
Mstep: Class 35 contains 5307 members 
Mstep: Class 36 contains 8679 members 
Mstep: Class 37 contains 7535 members 
Mstep: Class 38 contains 25238 members 
Mstep: Class 39 contains 7620 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1251 members 
Mstep: Class 43 contains 11157 members 
Mstep: Class 44 contains 5450 members 
Mstep: Class 45 contains 25595 members 
Mstep: Class 46 contains 19349 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14234 members 
Mstep: Class 50 contains 9581 members 
Mstep: Class 51 contains 5122 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 26323 members 
Mstep: Class 54 contains 1648 members 
Mstep: Class 55 contains 17079 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773276.000000 Penalty: 189167.531250
Iteration 131Q: 58 clusters Score -6.477328e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 21319 members 
Mstep: Class 3 contains 18750 members 
Mstep: Class 4 contains 5038 members 
Mstep: Class 5 contains 9106 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15775 members 
Mstep: Class 8 contains 35246 members 
Mstep: Class 9 contains 7524 members 
Mstep: Class 10 contains 11347 members 
Mstep: Class 11 contains 31965 members 
Mstep: Class 12 contains 5306 members 
Mstep: Class 13 contains 23228 members 
Mstep: Class 14 contains 20733 members 
Mstep: Class 15 contains 19988 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6644 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9951 members 
Mstep: Class 21 contains 13567 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90200 members 
Mstep: Class 24 contains 29367 members 
Mstep: Class 25 contains 9578 members 
Mstep: Class 26 contains 5858 members 
Mstep: Class 27 contains 8855 members 
Mstep: Class 28 contains 14089 members 
Mstep: Class 29 contains 5240 members 
Mstep: Class 30 contains 7000 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3159 members 
Mstep: Class 34 contains 2454 members 
Mstep: Class 35 contains 5308 members 
Mstep: Class 36 contains 8676 members 
Mstep: Class 37 contains 7533 members 
Mstep: Class 38 contains 25337 members 
Mstep: Class 39 contains 7655 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1253 members 
Mstep: Class 43 contains 11159 members 
Mstep: Class 44 contains 5454 members 
Mstep: Class 45 contains 25610 members 
Mstep: Class 46 contains 19162 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14225 members 
Mstep: Class 50 contains 9573 members 
Mstep: Class 51 contains 5121 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 26483 members 
Mstep: Class 54 contains 1648 members 
Mstep: Class 55 contains 17104 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773260.000000 Penalty: 189167.531250
Iteration 132Q: 58 clusters Score -6.477326e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 21270 members 
Mstep: Class 3 contains 18753 members 
Mstep: Class 4 contains 5037 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15769 members 
Mstep: Class 8 contains 35200 members 
Mstep: Class 9 contains 7507 members 
Mstep: Class 10 contains 11339 members 
Mstep: Class 11 contains 31957 members 
Mstep: Class 12 contains 5333 members 
Mstep: Class 13 contains 23186 members 
Mstep: Class 14 contains 20744 members 
Mstep: Class 15 contains 19992 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6654 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9957 members 
Mstep: Class 21 contains 13562 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90198 members 
Mstep: Class 24 contains 29376 members 
Mstep: Class 25 contains 9548 members 
Mstep: Class 26 contains 5860 members 
Mstep: Class 27 contains 8856 members 
Mstep: Class 28 contains 14102 members 
Mstep: Class 29 contains 5237 members 
Mstep: Class 30 contains 6993 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3166 members 
Mstep: Class 34 contains 2461 members 
Mstep: Class 35 contains 5309 members 
Mstep: Class 36 contains 8674 members 
Mstep: Class 37 contains 7531 members 
Mstep: Class 38 contains 25443 members 
Mstep: Class 39 contains 7677 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1255 members 
Mstep: Class 43 contains 11159 members 
Mstep: Class 44 contains 5457 members 
Mstep: Class 45 contains 25617 members 
Mstep: Class 46 contains 19005 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14218 members 
Mstep: Class 50 contains 9567 members 
Mstep: Class 51 contains 5117 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 26637 members 
Mstep: Class 54 contains 1647 members 
Mstep: Class 55 contains 17127 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773580.000000 Penalty: 189167.531250
Iteration 133Q: 58 clusters Score -6.477358e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 21209 members 
Mstep: Class 3 contains 18752 members 
Mstep: Class 4 contains 5037 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15761 members 
Mstep: Class 8 contains 35176 members 
Mstep: Class 9 contains 7490 members 
Mstep: Class 10 contains 11332 members 
Mstep: Class 11 contains 31951 members 
Mstep: Class 12 contains 5353 members 
Mstep: Class 13 contains 23147 members 
Mstep: Class 14 contains 20749 members 
Mstep: Class 15 contains 19991 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6669 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9969 members 
Mstep: Class 21 contains 13558 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90194 members 
Mstep: Class 24 contains 29383 members 
Mstep: Class 25 contains 9518 members 
Mstep: Class 26 contains 5866 members 
Mstep: Class 27 contains 8854 members 
Mstep: Class 28 contains 14113 members 
Mstep: Class 29 contains 5230 members 
Mstep: Class 30 contains 6989 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3173 members 
Mstep: Class 34 contains 2468 members 
Mstep: Class 35 contains 5316 members 
Mstep: Class 36 contains 8671 members 
Mstep: Class 37 contains 7532 members 
Mstep: Class 38 contains 25554 members 
Mstep: Class 39 contains 7706 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1256 members 
Mstep: Class 43 contains 11149 members 
Mstep: Class 44 contains 5460 members 
Mstep: Class 45 contains 25619 members 
Mstep: Class 46 contains 18844 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14212 members 
Mstep: Class 50 contains 9569 members 
Mstep: Class 51 contains 5114 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 26772 members 
Mstep: Class 54 contains 1650 members 
Mstep: Class 55 contains 17147 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773496.000000 Penalty: 189167.531250
Iteration 134Q: 58 clusters Score -6.47735e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 21169 members 
Mstep: Class 3 contains 18753 members 
Mstep: Class 4 contains 5034 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15753 members 
Mstep: Class 8 contains 35132 members 
Mstep: Class 9 contains 7467 members 
Mstep: Class 10 contains 11327 members 
Mstep: Class 11 contains 31977 members 
Mstep: Class 12 contains 5368 members 
Mstep: Class 13 contains 23096 members 
Mstep: Class 14 contains 20757 members 
Mstep: Class 15 contains 19988 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6677 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9983 members 
Mstep: Class 21 contains 13559 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90193 members 
Mstep: Class 24 contains 29381 members 
Mstep: Class 25 contains 9497 members 
Mstep: Class 26 contains 5874 members 
Mstep: Class 27 contains 8853 members 
Mstep: Class 28 contains 14125 members 
Mstep: Class 29 contains 5221 members 
Mstep: Class 30 contains 6987 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3183 members 
Mstep: Class 34 contains 2469 members 
Mstep: Class 35 contains 5317 members 
Mstep: Class 36 contains 8670 members 
Mstep: Class 37 contains 7531 members 
Mstep: Class 38 contains 25662 members 
Mstep: Class 39 contains 7733 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1257 members 
Mstep: Class 43 contains 11150 members 
Mstep: Class 44 contains 5461 members 
Mstep: Class 45 contains 25621 members 
Mstep: Class 46 contains 18693 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14202 members 
Mstep: Class 50 contains 9564 members 
Mstep: Class 51 contains 5113 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 26882 members 
Mstep: Class 54 contains 1653 members 
Mstep: Class 55 contains 17167 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773484.000000 Penalty: 189167.531250
Iteration 135Q: 58 clusters Score -6.477348e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 21141 members 
Mstep: Class 3 contains 18759 members 
Mstep: Class 4 contains 5035 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15743 members 
Mstep: Class 8 contains 35102 members 
Mstep: Class 9 contains 7448 members 
Mstep: Class 10 contains 11321 members 
Mstep: Class 11 contains 31985 members 
Mstep: Class 12 contains 5383 members 
Mstep: Class 13 contains 23059 members 
Mstep: Class 14 contains 20766 members 
Mstep: Class 15 contains 19975 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6693 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 9997 members 
Mstep: Class 21 contains 13557 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29382 members 
Mstep: Class 25 contains 9472 members 
Mstep: Class 26 contains 5883 members 
Mstep: Class 27 contains 8854 members 
Mstep: Class 28 contains 14132 members 
Mstep: Class 29 contains 5218 members 
Mstep: Class 30 contains 6985 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3193 members 
Mstep: Class 34 contains 2475 members 
Mstep: Class 35 contains 5318 members 
Mstep: Class 36 contains 8666 members 
Mstep: Class 37 contains 7530 members 
Mstep: Class 38 contains 25764 members 
Mstep: Class 39 contains 7746 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1258 members 
Mstep: Class 43 contains 11144 members 
Mstep: Class 44 contains 5464 members 
Mstep: Class 45 contains 25637 members 
Mstep: Class 46 contains 18534 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14191 members 
Mstep: Class 50 contains 9550 members 
Mstep: Class 51 contains 5113 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 26997 members 
Mstep: Class 54 contains 1654 members 
Mstep: Class 55 contains 17188 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773564.000000 Penalty: 189167.531250
Iteration 136Q: 58 clusters Score -6.477356e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 21106 members 
Mstep: Class 3 contains 18764 members 
Mstep: Class 4 contains 5035 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15732 members 
Mstep: Class 8 contains 35070 members 
Mstep: Class 9 contains 7434 members 
Mstep: Class 10 contains 11321 members 
Mstep: Class 11 contains 31985 members 
Mstep: Class 12 contains 5396 members 
Mstep: Class 13 contains 23027 members 
Mstep: Class 14 contains 20773 members 
Mstep: Class 15 contains 19972 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6695 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10017 members 
Mstep: Class 21 contains 13549 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90193 members 
Mstep: Class 24 contains 29385 members 
Mstep: Class 25 contains 9452 members 
Mstep: Class 26 contains 5890 members 
Mstep: Class 27 contains 8853 members 
Mstep: Class 28 contains 14142 members 
Mstep: Class 29 contains 5218 members 
Mstep: Class 30 contains 6985 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3198 members 
Mstep: Class 34 contains 2481 members 
Mstep: Class 35 contains 5313 members 
Mstep: Class 36 contains 8666 members 
Mstep: Class 37 contains 7528 members 
Mstep: Class 38 contains 25868 members 
Mstep: Class 39 contains 7755 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1260 members 
Mstep: Class 43 contains 11139 members 
Mstep: Class 44 contains 5468 members 
Mstep: Class 45 contains 25649 members 
Mstep: Class 46 contains 18363 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14183 members 
Mstep: Class 50 contains 9540 members 
Mstep: Class 51 contains 5110 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 27123 members 
Mstep: Class 54 contains 1654 members 
Mstep: Class 55 contains 17213 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773520.000000 Penalty: 189167.531250
Iteration 137Q: 58 clusters Score -6.477352e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 21063 members 
Mstep: Class 3 contains 18768 members 
Mstep: Class 4 contains 5037 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15727 members 
Mstep: Class 8 contains 35055 members 
Mstep: Class 9 contains 7418 members 
Mstep: Class 10 contains 11319 members 
Mstep: Class 11 contains 31990 members 
Mstep: Class 12 contains 5407 members 
Mstep: Class 13 contains 22997 members 
Mstep: Class 14 contains 20776 members 
Mstep: Class 15 contains 19970 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6712 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10042 members 
Mstep: Class 21 contains 13547 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90194 members 
Mstep: Class 24 contains 29384 members 
Mstep: Class 25 contains 9431 members 
Mstep: Class 26 contains 5898 members 
Mstep: Class 27 contains 8852 members 
Mstep: Class 28 contains 14145 members 
Mstep: Class 29 contains 5216 members 
Mstep: Class 30 contains 6986 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3201 members 
Mstep: Class 34 contains 2487 members 
Mstep: Class 35 contains 5307 members 
Mstep: Class 36 contains 8665 members 
Mstep: Class 37 contains 7524 members 
Mstep: Class 38 contains 25959 members 
Mstep: Class 39 contains 7763 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1260 members 
Mstep: Class 43 contains 11133 members 
Mstep: Class 44 contains 5471 members 
Mstep: Class 45 contains 25660 members 
Mstep: Class 46 contains 18208 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14176 members 
Mstep: Class 50 contains 9528 members 
Mstep: Class 51 contains 5106 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 27230 members 
Mstep: Class 54 contains 1655 members 
Mstep: Class 55 contains 17236 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773540.000000 Penalty: 189167.531250
Iteration 138Q: 58 clusters Score -6.477354e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 21034 members 
Mstep: Class 3 contains 18768 members 
Mstep: Class 4 contains 5036 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15723 members 
Mstep: Class 8 contains 35037 members 
Mstep: Class 9 contains 7408 members 
Mstep: Class 10 contains 11318 members 
Mstep: Class 11 contains 32000 members 
Mstep: Class 12 contains 5418 members 
Mstep: Class 13 contains 22972 members 
Mstep: Class 14 contains 20779 members 
Mstep: Class 15 contains 19963 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6731 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10054 members 
Mstep: Class 21 contains 13542 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90193 members 
Mstep: Class 24 contains 29383 members 
Mstep: Class 25 contains 9416 members 
Mstep: Class 26 contains 5899 members 
Mstep: Class 27 contains 8851 members 
Mstep: Class 28 contains 14142 members 
Mstep: Class 29 contains 5216 members 
Mstep: Class 30 contains 6984 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3206 members 
Mstep: Class 34 contains 2490 members 
Mstep: Class 35 contains 5306 members 
Mstep: Class 36 contains 8666 members 
Mstep: Class 37 contains 7522 members 
Mstep: Class 38 contains 26051 members 
Mstep: Class 39 contains 7773 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1259 members 
Mstep: Class 43 contains 11130 members 
Mstep: Class 44 contains 5474 members 
Mstep: Class 45 contains 25675 members 
Mstep: Class 46 contains 18060 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14172 members 
Mstep: Class 50 contains 9512 members 
Mstep: Class 51 contains 5103 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 27327 members 
Mstep: Class 54 contains 1659 members 
Mstep: Class 55 contains 17255 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773512.000000 Penalty: 189167.531250
Iteration 139Q: 58 clusters Score -6.477351e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 21007 members 
Mstep: Class 3 contains 18769 members 
Mstep: Class 4 contains 5036 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15717 members 
Mstep: Class 8 contains 35024 members 
Mstep: Class 9 contains 7404 members 
Mstep: Class 10 contains 11314 members 
Mstep: Class 11 contains 32019 members 
Mstep: Class 12 contains 5423 members 
Mstep: Class 13 contains 22949 members 
Mstep: Class 14 contains 20779 members 
Mstep: Class 15 contains 19978 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6738 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10069 members 
Mstep: Class 21 contains 13535 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90193 members 
Mstep: Class 24 contains 29384 members 
Mstep: Class 25 contains 9396 members 
Mstep: Class 26 contains 5903 members 
Mstep: Class 27 contains 8848 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5216 members 
Mstep: Class 30 contains 6980 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3211 members 
Mstep: Class 34 contains 2492 members 
Mstep: Class 35 contains 5302 members 
Mstep: Class 36 contains 8663 members 
Mstep: Class 37 contains 7523 members 
Mstep: Class 38 contains 26135 members 
Mstep: Class 39 contains 7778 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1258 members 
Mstep: Class 43 contains 11119 members 
Mstep: Class 44 contains 5474 members 
Mstep: Class 45 contains 25690 members 
Mstep: Class 46 contains 17950 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14171 members 
Mstep: Class 50 contains 9501 members 
Mstep: Class 51 contains 5098 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 27405 members 
Mstep: Class 54 contains 1660 members 
Mstep: Class 55 contains 17264 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773552.000000 Penalty: 189167.531250
Iteration 140F: 58 clusters Score -6.477355e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 20977 members 
Mstep: Class 3 contains 18769 members 
Mstep: Class 4 contains 5038 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15712 members 
Mstep: Class 8 contains 35004 members 
Mstep: Class 9 contains 7392 members 
Mstep: Class 10 contains 11307 members 
Mstep: Class 11 contains 32027 members 
Mstep: Class 12 contains 5427 members 
Mstep: Class 13 contains 22926 members 
Mstep: Class 14 contains 20785 members 
Mstep: Class 15 contains 19978 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6742 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10087 members 
Mstep: Class 21 contains 13531 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90193 members 
Mstep: Class 24 contains 29385 members 
Mstep: Class 25 contains 9383 members 
Mstep: Class 26 contains 5912 members 
Mstep: Class 27 contains 8845 members 
Mstep: Class 28 contains 14132 members 
Mstep: Class 29 contains 5216 members 
Mstep: Class 30 contains 6979 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3213 members 
Mstep: Class 34 contains 2492 members 
Mstep: Class 35 contains 5301 members 
Mstep: Class 36 contains 8660 members 
Mstep: Class 37 contains 7525 members 
Mstep: Class 38 contains 26209 members 
Mstep: Class 39 contains 7781 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1259 members 
Mstep: Class 43 contains 11113 members 
Mstep: Class 44 contains 5476 members 
Mstep: Class 45 contains 25700 members 
Mstep: Class 46 contains 17846 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14169 members 
Mstep: Class 50 contains 9493 members 
Mstep: Class 51 contains 5096 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 27492 members 
Mstep: Class 54 contains 1660 members 
Mstep: Class 55 contains 17273 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773516.000000 Penalty: 189167.531250
Iteration 141Q: 58 clusters Score -6.477352e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 20946 members 
Mstep: Class 3 contains 18770 members 
Mstep: Class 4 contains 5038 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15708 members 
Mstep: Class 8 contains 34981 members 
Mstep: Class 9 contains 7387 members 
Mstep: Class 10 contains 11300 members 
Mstep: Class 11 contains 32038 members 
Mstep: Class 12 contains 5435 members 
Mstep: Class 13 contains 22906 members 
Mstep: Class 14 contains 20792 members 
Mstep: Class 15 contains 19980 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10103 members 
Mstep: Class 21 contains 13528 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90191 members 
Mstep: Class 24 contains 29380 members 
Mstep: Class 25 contains 9384 members 
Mstep: Class 26 contains 5917 members 
Mstep: Class 27 contains 8841 members 
Mstep: Class 28 contains 14130 members 
Mstep: Class 29 contains 5217 members 
Mstep: Class 30 contains 6978 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3214 members 
Mstep: Class 34 contains 2492 members 
Mstep: Class 35 contains 5304 members 
Mstep: Class 36 contains 8658 members 
Mstep: Class 37 contains 7526 members 
Mstep: Class 38 contains 26280 members 
Mstep: Class 39 contains 7786 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1261 members 
Mstep: Class 43 contains 11100 members 
Mstep: Class 44 contains 5477 members 
Mstep: Class 45 contains 25701 members 
Mstep: Class 46 contains 17773 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14162 members 
Mstep: Class 50 contains 9489 members 
Mstep: Class 51 contains 5095 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 27556 members 
Mstep: Class 54 contains 1660 members 
Mstep: Class 55 contains 17279 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773608.000000 Penalty: 189167.531250
Iteration 142Q: 58 clusters Score -6.477361e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 20926 members 
Mstep: Class 3 contains 18771 members 
Mstep: Class 4 contains 5038 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15705 members 
Mstep: Class 8 contains 34958 members 
Mstep: Class 9 contains 7379 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 32041 members 
Mstep: Class 12 contains 5445 members 
Mstep: Class 13 contains 22894 members 
Mstep: Class 14 contains 20797 members 
Mstep: Class 15 contains 19984 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6757 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 13523 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90193 members 
Mstep: Class 24 contains 29383 members 
Mstep: Class 25 contains 9376 members 
Mstep: Class 26 contains 5922 members 
Mstep: Class 27 contains 8840 members 
Mstep: Class 28 contains 14128 members 
Mstep: Class 29 contains 5217 members 
Mstep: Class 30 contains 6975 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3216 members 
Mstep: Class 34 contains 2491 members 
Mstep: Class 35 contains 5306 members 
Mstep: Class 36 contains 8656 members 
Mstep: Class 37 contains 7527 members 
Mstep: Class 38 contains 26352 members 
Mstep: Class 39 contains 7789 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1262 members 
Mstep: Class 43 contains 11102 members 
Mstep: Class 44 contains 5476 members 
Mstep: Class 45 contains 25699 members 
Mstep: Class 46 contains 17686 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14154 members 
Mstep: Class 50 contains 9482 members 
Mstep: Class 51 contains 5094 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 27612 members 
Mstep: Class 54 contains 1660 members 
Mstep: Class 55 contains 17287 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773564.000000 Penalty: 189167.531250
Iteration 143Q: 58 clusters Score -6.477356e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 20917 members 
Mstep: Class 3 contains 18772 members 
Mstep: Class 4 contains 5038 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15698 members 
Mstep: Class 8 contains 34944 members 
Mstep: Class 9 contains 7373 members 
Mstep: Class 10 contains 11297 members 
Mstep: Class 11 contains 32047 members 
Mstep: Class 12 contains 5448 members 
Mstep: Class 13 contains 22874 members 
Mstep: Class 14 contains 20802 members 
Mstep: Class 15 contains 19981 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6762 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10125 members 
Mstep: Class 21 contains 13517 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90194 members 
Mstep: Class 24 contains 29383 members 
Mstep: Class 25 contains 9372 members 
Mstep: Class 26 contains 5930 members 
Mstep: Class 27 contains 8841 members 
Mstep: Class 28 contains 14124 members 
Mstep: Class 29 contains 5217 members 
Mstep: Class 30 contains 6975 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3220 members 
Mstep: Class 34 contains 2491 members 
Mstep: Class 35 contains 5305 members 
Mstep: Class 36 contains 8654 members 
Mstep: Class 37 contains 7528 members 
Mstep: Class 38 contains 26410 members 
Mstep: Class 39 contains 7793 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1262 members 
Mstep: Class 43 contains 11109 members 
Mstep: Class 44 contains 5478 members 
Mstep: Class 45 contains 25690 members 
Mstep: Class 46 contains 17603 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14151 members 
Mstep: Class 50 contains 9480 members 
Mstep: Class 51 contains 5092 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 27671 members 
Mstep: Class 54 contains 1660 members 
Mstep: Class 55 contains 17292 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773668.000000 Penalty: 189167.531250
Iteration 144Q: 58 clusters Score -6.477367e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 20899 members 
Mstep: Class 3 contains 18771 members 
Mstep: Class 4 contains 5038 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15691 members 
Mstep: Class 8 contains 34937 members 
Mstep: Class 9 contains 7366 members 
Mstep: Class 10 contains 11296 members 
Mstep: Class 11 contains 32060 members 
Mstep: Class 12 contains 5451 members 
Mstep: Class 13 contains 22859 members 
Mstep: Class 14 contains 20805 members 
Mstep: Class 15 contains 19978 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6768 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10137 members 
Mstep: Class 21 contains 13510 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90194 members 
Mstep: Class 24 contains 29385 members 
Mstep: Class 25 contains 9364 members 
Mstep: Class 26 contains 5937 members 
Mstep: Class 27 contains 8841 members 
Mstep: Class 28 contains 14117 members 
Mstep: Class 29 contains 5217 members 
Mstep: Class 30 contains 6973 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3230 members 
Mstep: Class 34 contains 2492 members 
Mstep: Class 35 contains 5305 members 
Mstep: Class 36 contains 8651 members 
Mstep: Class 37 contains 7526 members 
Mstep: Class 38 contains 26456 members 
Mstep: Class 39 contains 7796 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1262 members 
Mstep: Class 43 contains 11105 members 
Mstep: Class 44 contains 5479 members 
Mstep: Class 45 contains 25690 members 
Mstep: Class 46 contains 17544 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14150 members 
Mstep: Class 50 contains 9475 members 
Mstep: Class 51 contains 5092 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 27721 members 
Mstep: Class 54 contains 1660 members 
Mstep: Class 55 contains 17300 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773660.000000 Penalty: 189167.531250
Iteration 145Q: 58 clusters Score -6.477366e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 20884 members 
Mstep: Class 3 contains 18776 members 
Mstep: Class 4 contains 5038 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15684 members 
Mstep: Class 8 contains 34932 members 
Mstep: Class 9 contains 7358 members 
Mstep: Class 10 contains 11296 members 
Mstep: Class 11 contains 32067 members 
Mstep: Class 12 contains 5456 members 
Mstep: Class 13 contains 22845 members 
Mstep: Class 14 contains 20808 members 
Mstep: Class 15 contains 19973 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6770 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10148 members 
Mstep: Class 21 contains 13507 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90193 members 
Mstep: Class 24 contains 29387 members 
Mstep: Class 25 contains 9357 members 
Mstep: Class 26 contains 5942 members 
Mstep: Class 27 contains 8842 members 
Mstep: Class 28 contains 14115 members 
Mstep: Class 29 contains 5216 members 
Mstep: Class 30 contains 6972 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3242 members 
Mstep: Class 34 contains 2492 members 
Mstep: Class 35 contains 5305 members 
Mstep: Class 36 contains 8651 members 
Mstep: Class 37 contains 7524 members 
Mstep: Class 38 contains 26509 members 
Mstep: Class 39 contains 7798 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1262 members 
Mstep: Class 43 contains 11098 members 
Mstep: Class 44 contains 5477 members 
Mstep: Class 45 contains 25692 members 
Mstep: Class 46 contains 17463 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14149 members 
Mstep: Class 50 contains 9474 members 
Mstep: Class 51 contains 5090 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 27771 members 
Mstep: Class 54 contains 1660 members 
Mstep: Class 55 contains 17309 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773696.000000 Penalty: 189167.531250
Iteration 146Q: 58 clusters Score -6.47737e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 20859 members 
Mstep: Class 3 contains 18778 members 
Mstep: Class 4 contains 5038 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15681 members 
Mstep: Class 8 contains 34915 members 
Mstep: Class 9 contains 7351 members 
Mstep: Class 10 contains 11295 members 
Mstep: Class 11 contains 32060 members 
Mstep: Class 12 contains 5457 members 
Mstep: Class 13 contains 22834 members 
Mstep: Class 14 contains 20811 members 
Mstep: Class 15 contains 19975 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6774 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10158 members 
Mstep: Class 21 contains 13505 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90192 members 
Mstep: Class 24 contains 29392 members 
Mstep: Class 25 contains 9359 members 
Mstep: Class 26 contains 5949 members 
Mstep: Class 27 contains 8843 members 
Mstep: Class 28 contains 14113 members 
Mstep: Class 29 contains 5216 members 
Mstep: Class 30 contains 6970 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3245 members 
Mstep: Class 34 contains 2491 members 
Mstep: Class 35 contains 5302 members 
Mstep: Class 36 contains 8651 members 
Mstep: Class 37 contains 7524 members 
Mstep: Class 38 contains 26542 members 
Mstep: Class 39 contains 7798 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1263 members 
Mstep: Class 43 contains 11091 members 
Mstep: Class 44 contains 5478 members 
Mstep: Class 45 contains 25704 members 
Mstep: Class 46 contains 17399 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14148 members 
Mstep: Class 50 contains 9477 members 
Mstep: Class 51 contains 5089 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 27829 members 
Mstep: Class 54 contains 1660 members 
Mstep: Class 55 contains 17313 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773632.000000 Penalty: 189167.531250
Iteration 147Q: 58 clusters Score -6.477363e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 20845 members 
Mstep: Class 3 contains 18779 members 
Mstep: Class 4 contains 5039 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 34904 members 
Mstep: Class 9 contains 7342 members 
Mstep: Class 10 contains 11293 members 
Mstep: Class 11 contains 32056 members 
Mstep: Class 12 contains 5459 members 
Mstep: Class 13 contains 22824 members 
Mstep: Class 14 contains 20815 members 
Mstep: Class 15 contains 19977 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6775 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10168 members 
Mstep: Class 21 contains 13500 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90186 members 
Mstep: Class 24 contains 29398 members 
Mstep: Class 25 contains 9360 members 
Mstep: Class 26 contains 5953 members 
Mstep: Class 27 contains 8843 members 
Mstep: Class 28 contains 14111 members 
Mstep: Class 29 contains 5215 members 
Mstep: Class 30 contains 6970 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3254 members 
Mstep: Class 34 contains 2492 members 
Mstep: Class 35 contains 5300 members 
Mstep: Class 36 contains 8651 members 
Mstep: Class 37 contains 7525 members 
Mstep: Class 38 contains 26575 members 
Mstep: Class 39 contains 7798 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1263 members 
Mstep: Class 43 contains 11084 members 
Mstep: Class 44 contains 5482 members 
Mstep: Class 45 contains 25707 members 
Mstep: Class 46 contains 17350 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14143 members 
Mstep: Class 50 contains 9477 members 
Mstep: Class 51 contains 5086 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 27877 members 
Mstep: Class 54 contains 1660 members 
Mstep: Class 55 contains 17319 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773664.000000 Penalty: 189167.531250
Iteration 148Q: 58 clusters Score -6.477366e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 20831 members 
Mstep: Class 3 contains 18779 members 
Mstep: Class 4 contains 5039 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15675 members 
Mstep: Class 8 contains 34895 members 
Mstep: Class 9 contains 7334 members 
Mstep: Class 10 contains 11292 members 
Mstep: Class 11 contains 32051 members 
Mstep: Class 12 contains 5462 members 
Mstep: Class 13 contains 22819 members 
Mstep: Class 14 contains 20817 members 
Mstep: Class 15 contains 19974 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6780 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10174 members 
Mstep: Class 21 contains 13502 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90184 members 
Mstep: Class 24 contains 29399 members 
Mstep: Class 25 contains 9365 members 
Mstep: Class 26 contains 5961 members 
Mstep: Class 27 contains 8843 members 
Mstep: Class 28 contains 14114 members 
Mstep: Class 29 contains 5215 members 
Mstep: Class 30 contains 6967 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3262 members 
Mstep: Class 34 contains 2495 members 
Mstep: Class 35 contains 5301 members 
Mstep: Class 36 contains 8653 members 
Mstep: Class 37 contains 7526 members 
Mstep: Class 38 contains 26604 members 
Mstep: Class 39 contains 7800 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1263 members 
Mstep: Class 43 contains 11079 members 
Mstep: Class 44 contains 5482 members 
Mstep: Class 45 contains 25713 members 
Mstep: Class 46 contains 17296 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14139 members 
Mstep: Class 50 contains 9474 members 
Mstep: Class 51 contains 5081 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 27916 members 
Mstep: Class 54 contains 1660 members 
Mstep: Class 55 contains 17320 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773644.000000 Penalty: 189167.531250
Iteration 149Q: 58 clusters Score -6.477364e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 20816 members 
Mstep: Class 3 contains 18779 members 
Mstep: Class 4 contains 5039 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15676 members 
Mstep: Class 8 contains 34892 members 
Mstep: Class 9 contains 7332 members 
Mstep: Class 10 contains 11292 members 
Mstep: Class 11 contains 32042 members 
Mstep: Class 12 contains 5466 members 
Mstep: Class 13 contains 22816 members 
Mstep: Class 14 contains 20826 members 
Mstep: Class 15 contains 19978 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6782 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10184 members 
Mstep: Class 21 contains 13503 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90186 members 
Mstep: Class 24 contains 29399 members 
Mstep: Class 25 contains 9363 members 
Mstep: Class 26 contains 5967 members 
Mstep: Class 27 contains 8842 members 
Mstep: Class 28 contains 14115 members 
Mstep: Class 29 contains 5214 members 
Mstep: Class 30 contains 6964 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3268 members 
Mstep: Class 34 contains 2496 members 
Mstep: Class 35 contains 5297 members 
Mstep: Class 36 contains 8655 members 
Mstep: Class 37 contains 7527 members 
Mstep: Class 38 contains 26613 members 
Mstep: Class 39 contains 7801 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1263 members 
Mstep: Class 43 contains 11072 members 
Mstep: Class 44 contains 5484 members 
Mstep: Class 45 contains 25716 members 
Mstep: Class 46 contains 17257 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14135 members 
Mstep: Class 50 contains 9472 members 
Mstep: Class 51 contains 5079 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 27948 members 
Mstep: Class 54 contains 1660 members 
Mstep: Class 55 contains 17324 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773772.000000 Penalty: 189167.531250
Iteration 150Q: 58 clusters Score -6.477377e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 20802 members 
Mstep: Class 3 contains 18776 members 
Mstep: Class 4 contains 5039 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15675 members 
Mstep: Class 8 contains 34877 members 
Mstep: Class 9 contains 7328 members 
Mstep: Class 10 contains 11292 members 
Mstep: Class 11 contains 32047 members 
Mstep: Class 12 contains 5471 members 
Mstep: Class 13 contains 22812 members 
Mstep: Class 14 contains 20828 members 
Mstep: Class 15 contains 19984 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6784 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10189 members 
Mstep: Class 21 contains 13505 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90187 members 
Mstep: Class 24 contains 29392 members 
Mstep: Class 25 contains 9358 members 
Mstep: Class 26 contains 5972 members 
Mstep: Class 27 contains 8842 members 
Mstep: Class 28 contains 14116 members 
Mstep: Class 29 contains 5212 members 
Mstep: Class 30 contains 6964 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3270 members 
Mstep: Class 34 contains 2496 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 8655 members 
Mstep: Class 37 contains 7525 members 
Mstep: Class 38 contains 26622 members 
Mstep: Class 39 contains 7803 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1263 members 
Mstep: Class 43 contains 11073 members 
Mstep: Class 44 contains 5487 members 
Mstep: Class 45 contains 25723 members 
Mstep: Class 46 contains 17219 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14128 members 
Mstep: Class 50 contains 9473 members 
Mstep: Class 51 contains 5078 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 27989 members 
Mstep: Class 54 contains 1660 members 
Mstep: Class 55 contains 17329 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773592.000000 Penalty: 189167.531250
Iteration 151Q: 58 clusters Score -6.477359e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 20787 members 
Mstep: Class 3 contains 18778 members 
Mstep: Class 4 contains 5039 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15675 members 
Mstep: Class 8 contains 34869 members 
Mstep: Class 9 contains 7326 members 
Mstep: Class 10 contains 11292 members 
Mstep: Class 11 contains 32055 members 
Mstep: Class 12 contains 5476 members 
Mstep: Class 13 contains 22809 members 
Mstep: Class 14 contains 20832 members 
Mstep: Class 15 contains 19981 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6791 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10196 members 
Mstep: Class 21 contains 13504 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90187 members 
Mstep: Class 24 contains 29392 members 
Mstep: Class 25 contains 9352 members 
Mstep: Class 26 contains 5971 members 
Mstep: Class 27 contains 8842 members 
Mstep: Class 28 contains 14118 members 
Mstep: Class 29 contains 5210 members 
Mstep: Class 30 contains 6964 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3274 members 
Mstep: Class 34 contains 2496 members 
Mstep: Class 35 contains 5296 members 
Mstep: Class 36 contains 8653 members 
Mstep: Class 37 contains 7525 members 
Mstep: Class 38 contains 26633 members 
Mstep: Class 39 contains 7804 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1263 members 
Mstep: Class 43 contains 11069 members 
Mstep: Class 44 contains 5488 members 
Mstep: Class 45 contains 25725 members 
Mstep: Class 46 contains 17183 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14121 members 
Mstep: Class 50 contains 9474 members 
Mstep: Class 51 contains 5079 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28024 members 
Mstep: Class 54 contains 1660 members 
Mstep: Class 55 contains 17331 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773660.000000 Penalty: 189167.531250
Iteration 152Q: 58 clusters Score -6.477366e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 20785 members 
Mstep: Class 3 contains 18782 members 
Mstep: Class 4 contains 5040 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15676 members 
Mstep: Class 8 contains 34860 members 
Mstep: Class 9 contains 7322 members 
Mstep: Class 10 contains 11293 members 
Mstep: Class 11 contains 32055 members 
Mstep: Class 12 contains 5482 members 
Mstep: Class 13 contains 22805 members 
Mstep: Class 14 contains 20835 members 
Mstep: Class 15 contains 19977 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6797 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10201 members 
Mstep: Class 21 contains 13505 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90187 members 
Mstep: Class 24 contains 29395 members 
Mstep: Class 25 contains 9353 members 
Mstep: Class 26 contains 5974 members 
Mstep: Class 27 contains 8842 members 
Mstep: Class 28 contains 14119 members 
Mstep: Class 29 contains 5207 members 
Mstep: Class 30 contains 6964 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3282 members 
Mstep: Class 34 contains 2496 members 
Mstep: Class 35 contains 5298 members 
Mstep: Class 36 contains 8652 members 
Mstep: Class 37 contains 7524 members 
Mstep: Class 38 contains 26643 members 
Mstep: Class 39 contains 7804 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1263 members 
Mstep: Class 43 contains 11066 members 
Mstep: Class 44 contains 5486 members 
Mstep: Class 45 contains 25724 members 
Mstep: Class 46 contains 17147 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14113 members 
Mstep: Class 50 contains 9474 members 
Mstep: Class 51 contains 5075 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28055 members 
Mstep: Class 54 contains 1660 members 
Mstep: Class 55 contains 17329 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773692.000000 Penalty: 189167.531250
Iteration 153Q: 58 clusters Score -6.477369e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 20781 members 
Mstep: Class 3 contains 18785 members 
Mstep: Class 4 contains 5040 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15673 members 
Mstep: Class 8 contains 34859 members 
Mstep: Class 9 contains 7314 members 
Mstep: Class 10 contains 11294 members 
Mstep: Class 11 contains 32052 members 
Mstep: Class 12 contains 5485 members 
Mstep: Class 13 contains 22803 members 
Mstep: Class 14 contains 20838 members 
Mstep: Class 15 contains 19974 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6802 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10207 members 
Mstep: Class 21 contains 13506 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90188 members 
Mstep: Class 24 contains 29395 members 
Mstep: Class 25 contains 9355 members 
Mstep: Class 26 contains 5977 members 
Mstep: Class 27 contains 8842 members 
Mstep: Class 28 contains 14120 members 
Mstep: Class 29 contains 5206 members 
Mstep: Class 30 contains 6964 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3286 members 
Mstep: Class 34 contains 2496 members 
Mstep: Class 35 contains 5301 members 
Mstep: Class 36 contains 8647 members 
Mstep: Class 37 contains 7524 members 
Mstep: Class 38 contains 26655 members 
Mstep: Class 39 contains 7804 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1263 members 
Mstep: Class 43 contains 11064 members 
Mstep: Class 44 contains 5487 members 
Mstep: Class 45 contains 25728 members 
Mstep: Class 46 contains 17115 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14106 members 
Mstep: Class 50 contains 9473 members 
Mstep: Class 51 contains 5073 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28082 members 
Mstep: Class 54 contains 1660 members 
Mstep: Class 55 contains 17329 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773716.000000 Penalty: 189167.531250
Iteration 154Q: 58 clusters Score -6.477372e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 20781 members 
Mstep: Class 3 contains 18789 members 
Mstep: Class 4 contains 5039 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 34850 members 
Mstep: Class 9 contains 7310 members 
Mstep: Class 10 contains 11293 members 
Mstep: Class 11 contains 32050 members 
Mstep: Class 12 contains 5490 members 
Mstep: Class 13 contains 22800 members 
Mstep: Class 14 contains 20839 members 
Mstep: Class 15 contains 19974 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6807 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10212 members 
Mstep: Class 21 contains 13506 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90188 members 
Mstep: Class 24 contains 29394 members 
Mstep: Class 25 contains 9355 members 
Mstep: Class 26 contains 5982 members 
Mstep: Class 27 contains 8842 members 
Mstep: Class 28 contains 14123 members 
Mstep: Class 29 contains 5205 members 
Mstep: Class 30 contains 6964 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3298 members 
Mstep: Class 34 contains 2496 members 
Mstep: Class 35 contains 5304 members 
Mstep: Class 36 contains 8642 members 
Mstep: Class 37 contains 7523 members 
Mstep: Class 38 contains 26670 members 
Mstep: Class 39 contains 7805 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1263 members 
Mstep: Class 43 contains 11063 members 
Mstep: Class 44 contains 5484 members 
Mstep: Class 45 contains 25728 members 
Mstep: Class 46 contains 17080 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14096 members 
Mstep: Class 50 contains 9472 members 
Mstep: Class 51 contains 5073 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28104 members 
Mstep: Class 54 contains 1660 members 
Mstep: Class 55 contains 17331 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773784.000000 Penalty: 189167.531250
Iteration 155Q: 58 clusters Score -6.477378e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 20775 members 
Mstep: Class 3 contains 18792 members 
Mstep: Class 4 contains 5037 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15670 members 
Mstep: Class 8 contains 34856 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 11290 members 
Mstep: Class 11 contains 32050 members 
Mstep: Class 12 contains 5493 members 
Mstep: Class 13 contains 22794 members 
Mstep: Class 14 contains 20841 members 
Mstep: Class 15 contains 19971 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6810 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10215 members 
Mstep: Class 21 contains 13504 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90188 members 
Mstep: Class 24 contains 29393 members 
Mstep: Class 25 contains 9353 members 
Mstep: Class 26 contains 5987 members 
Mstep: Class 27 contains 8842 members 
Mstep: Class 28 contains 14125 members 
Mstep: Class 29 contains 5204 members 
Mstep: Class 30 contains 6963 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3316 members 
Mstep: Class 34 contains 2499 members 
Mstep: Class 35 contains 5308 members 
Mstep: Class 36 contains 8634 members 
Mstep: Class 37 contains 7524 members 
Mstep: Class 38 contains 26684 members 
Mstep: Class 39 contains 7806 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1263 members 
Mstep: Class 43 contains 11066 members 
Mstep: Class 44 contains 5483 members 
Mstep: Class 45 contains 25723 members 
Mstep: Class 46 contains 17055 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14084 members 
Mstep: Class 50 contains 9474 members 
Mstep: Class 51 contains 5073 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28114 members 
Mstep: Class 54 contains 1660 members 
Mstep: Class 55 contains 17331 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773880.000000 Penalty: 189167.531250
Iteration 156Q: 58 clusters Score -6.477388e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 20765 members 
Mstep: Class 3 contains 18793 members 
Mstep: Class 4 contains 5035 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15669 members 
Mstep: Class 8 contains 34857 members 
Mstep: Class 9 contains 7301 members 
Mstep: Class 10 contains 11287 members 
Mstep: Class 11 contains 32045 members 
Mstep: Class 12 contains 5492 members 
Mstep: Class 13 contains 22791 members 
Mstep: Class 14 contains 20843 members 
Mstep: Class 15 contains 19970 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6816 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10219 members 
Mstep: Class 21 contains 13504 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90188 members 
Mstep: Class 24 contains 29391 members 
Mstep: Class 25 contains 9356 members 
Mstep: Class 26 contains 5992 members 
Mstep: Class 27 contains 8843 members 
Mstep: Class 28 contains 14127 members 
Mstep: Class 29 contains 5203 members 
Mstep: Class 30 contains 6961 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3339 members 
Mstep: Class 34 contains 2500 members 
Mstep: Class 35 contains 5310 members 
Mstep: Class 36 contains 8630 members 
Mstep: Class 37 contains 7522 members 
Mstep: Class 38 contains 26697 members 
Mstep: Class 39 contains 7807 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1263 members 
Mstep: Class 43 contains 11062 members 
Mstep: Class 44 contains 5485 members 
Mstep: Class 45 contains 25721 members 
Mstep: Class 46 contains 17026 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14070 members 
Mstep: Class 50 contains 9475 members 
Mstep: Class 51 contains 5071 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28136 members 
Mstep: Class 54 contains 1661 members 
Mstep: Class 55 contains 17331 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773864.000000 Penalty: 189167.531250
Iteration 157Q: 58 clusters Score -6.477386e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 20760 members 
Mstep: Class 3 contains 18796 members 
Mstep: Class 4 contains 5034 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15668 members 
Mstep: Class 8 contains 34852 members 
Mstep: Class 9 contains 7297 members 
Mstep: Class 10 contains 11285 members 
Mstep: Class 11 contains 32039 members 
Mstep: Class 12 contains 5490 members 
Mstep: Class 13 contains 22791 members 
Mstep: Class 14 contains 20840 members 
Mstep: Class 15 contains 19967 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6822 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10223 members 
Mstep: Class 21 contains 13507 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90189 members 
Mstep: Class 24 contains 29392 members 
Mstep: Class 25 contains 9355 members 
Mstep: Class 26 contains 5995 members 
Mstep: Class 27 contains 8843 members 
Mstep: Class 28 contains 14128 members 
Mstep: Class 29 contains 5203 members 
Mstep: Class 30 contains 6962 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3355 members 
Mstep: Class 34 contains 2503 members 
Mstep: Class 35 contains 5310 members 
Mstep: Class 36 contains 8624 members 
Mstep: Class 37 contains 7522 members 
Mstep: Class 38 contains 26711 members 
Mstep: Class 39 contains 7809 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1263 members 
Mstep: Class 43 contains 11068 members 
Mstep: Class 44 contains 5487 members 
Mstep: Class 45 contains 25713 members 
Mstep: Class 46 contains 16998 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14062 members 
Mstep: Class 50 contains 9475 members 
Mstep: Class 51 contains 5071 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28151 members 
Mstep: Class 54 contains 1662 members 
Mstep: Class 55 contains 17331 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773972.000000 Penalty: 189167.531250
Iteration 158Q: 58 clusters Score -6.477397e+07 nChanged 167
Entering ConstructFrom: 
Score: -64773972.000000 Penalty: 189167.531250
Entering ConstructFrom: 
Trying to split cluster 1 (14327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Entering Unmasked Estep 
Score: -1542222.000000 Penalty: 2373.335449
	Iteration 0F: 2 clusters Score -1542222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1531705.625000 Penalty: 4746.670898
	Iteration 0F: 3 clusters Score -1531706 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1535085.750000 Penalty: 4746.670898
	Iteration 1F: 3 clusters Score -1535086 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1535559.625000 Penalty: 4746.670898
	Iteration 2F: 3 clusters Score -1535560 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1536083.000000 Penalty: 4746.670898
	Iteration 3F: 3 clusters Score -1536083 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1536642.750000 Penalty: 4746.670898
	Iteration 4F: 3 clusters Score -1536643 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1537281.500000 Penalty: 4746.670898
	Iteration 5F: 3 clusters Score -1537282 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1537886.500000 Penalty: 4746.670898
	Iteration 6F: 3 clusters Score -1537886 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1538351.250000 Penalty: 4746.670898
	Iteration 7F: 3 clusters Score -1538351 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1538708.375000 Penalty: 4746.670898
	Iteration 8Q: 3 clusters Score -1538708 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1539003.750000 Penalty: 4746.670898
	Iteration 9Q: 3 clusters Score -1539004 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1539214.750000 Penalty: 4746.670898
	Iteration 10Q: 3 clusters Score -1539215 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1539391.375000 Penalty: 4746.670898
	Iteration 11Q: 3 clusters Score -1539391 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1539535.125000 Penalty: 4746.670898
	Iteration 12Q: 3 clusters Score -1539535 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1539673.875000 Penalty: 4746.670898
	Iteration 13Q: 3 clusters Score -1539674 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1539787.125000 Penalty: 4746.670898
	Iteration 14Q: 3 clusters Score -1539787 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1539861.125000 Penalty: 4746.670898
	Iteration 15Q: 3 clusters Score -1539861 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1539923.750000 Penalty: 4746.670898
	Iteration 16Q: 3 clusters Score -1539924 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1539975.000000 Penalty: 4746.670898
	Iteration 17Q: 3 clusters Score -1539975 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1540013.125000 Penalty: 4746.670898
	Iteration 18Q: 3 clusters Score -1540013 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1540047.500000 Penalty: 4746.670898
	Iteration 19Q: 3 clusters Score -1540048 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1540090.375000 Penalty: 4746.670898
	Iteration 20F: 3 clusters Score -1540090 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1540122.000000 Penalty: 4746.670898
	Iteration 21Q: 3 clusters Score -1540122 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1540152.250000 Penalty: 4746.670898
	Iteration 22Q: 3 clusters Score -1540152 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1540175.500000 Penalty: 4746.670898
	Iteration 23Q: 3 clusters Score -1540176 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1540203.625000 Penalty: 4746.670898
	Iteration 24Q: 3 clusters Score -1540204 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1540222.000000 Penalty: 4746.670898
	Iteration 25Q: 3 clusters Score -1540222 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1540252.125000 Penalty: 4746.670898
	Iteration 26Q: 3 clusters Score -1540252 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1540285.375000 Penalty: 4746.670898
	Iteration 27Q: 3 clusters Score -1540285 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1540319.250000 Penalty: 4746.670898
	Iteration 28Q: 3 clusters Score -1540319 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1540341.375000 Penalty: 4746.670898
	Iteration 29Q: 3 clusters Score -1540341 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1540362.000000 Penalty: 4746.670898
	Iteration 30Q: 3 clusters Score -1540362 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1540379.875000 Penalty: 4746.670898
	Iteration 31Q: 3 clusters Score -1540380 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1540396.250000 Penalty: 4746.670898
	Iteration 32Q: 3 clusters Score -1540396 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1540414.625000 Penalty: 4746.670898
	Iteration 33Q: 3 clusters Score -1540415 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1540425.250000 Penalty: 4746.670898
	Iteration 34Q: 3 clusters Score -1540425 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1540435.375000 Penalty: 4746.670898
	Iteration 35Q: 3 clusters Score -1540435 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1540444.125000 Penalty: 4746.670898
	Iteration 36Q: 3 clusters Score -1540444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1540446.500000 Penalty: 4746.670898
	Iteration 37Q: 3 clusters Score -1540446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1540455.125000 Penalty: 4746.670898
	Iteration 38Q: 3 clusters Score -1540455 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1540462.500000 Penalty: 4746.670898
	Iteration 39Q: 3 clusters Score -1540462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1540475.250000 Penalty: 4746.670898
	Iteration 40F: 3 clusters Score -1540475 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1540476.375000 Penalty: 4746.670898
	Iteration 41Q: 3 clusters Score -1540476 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1540487.375000 Penalty: 4746.670898
	Iteration 42Q: 3 clusters Score -1540487 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1540486.250000 Penalty: 4746.670898
	Iteration 43Q: 3 clusters Score -1540486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1540490.500000 Penalty: 4746.670898
	Iteration 44Q: 3 clusters Score -1540490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1540491.125000 Penalty: 4746.670898
	Iteration 45Q: 3 clusters Score -1540491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1540493.875000 Penalty: 4746.670898
	Iteration 46Q: 3 clusters Score -1540494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1540500.125000 Penalty: 4746.670898
	Iteration 47Q: 3 clusters Score -1540500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1540504.875000 Penalty: 4746.670898
	Iteration 48Q: 3 clusters Score -1540505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1540509.625000 Penalty: 4746.670898
	Iteration 49Q: 3 clusters Score -1540510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1540514.250000 Penalty: 4746.670898
	Iteration 50Q: 3 clusters Score -1540514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1540516.750000 Penalty: 4746.670898
	Iteration 51Q: 3 clusters Score -1540517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1540517.875000 Penalty: 4746.670898
	Iteration 52Q: 3 clusters Score -1540518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1540520.000000 Penalty: 4746.670898
	Iteration 53Q: 3 clusters Score -1540520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1540530.625000 Penalty: 4746.670898
	Iteration 54Q: 3 clusters Score -1540531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1540534.250000 Penalty: 4746.670898
	Iteration 55Q: 3 clusters Score -1540534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1540538.750000 Penalty: 4746.670898
	Iteration 56Q: 3 clusters Score -1540539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1540543.375000 Penalty: 4746.670898
	Iteration 57Q: 3 clusters Score -1540543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1540545.125000 Penalty: 4746.670898
	Iteration 58Q: 3 clusters Score -1540545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1540550.125000 Penalty: 4746.670898
	Iteration 59Q: 3 clusters Score -1540550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1540551.750000 Penalty: 4746.670898
	Iteration 60F: 3 clusters Score -1540552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1540553.125000 Penalty: 4746.670898
	Iteration 61Q: 3 clusters Score -1540553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1540554.125000 Penalty: 4746.670898
	Iteration 62Q: 3 clusters Score -1540554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1540552.375000 Penalty: 4746.670898
	Iteration 63Q: 3 clusters Score -1540552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1540551.500000 Penalty: 4746.670898
	Iteration 64Q: 3 clusters Score -1540552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1540552.250000 Penalty: 4746.670898
	Iteration 65Q: 3 clusters Score -1540552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1540557.500000 Penalty: 4746.670898
	Iteration 66Q: 3 clusters Score -1540558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1540558.875000 Penalty: 4746.670898
	Iteration 67Q: 3 clusters Score -1540559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1540560.125000 Penalty: 4746.670898
	Iteration 68Q: 3 clusters Score -1540560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1540564.625000 Penalty: 4746.670898
	Iteration 69Q: 3 clusters Score -1540565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1540567.750000 Penalty: 4746.670898
	Iteration 70Q: 3 clusters Score -1540568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1540565.500000 Penalty: 4746.670898
	Iteration 71Q: 3 clusters Score -1540566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1540568.250000 Penalty: 4746.670898
	Iteration 72Q: 3 clusters Score -1540568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1540571.500000 Penalty: 4746.670898
	Iteration 73Q: 3 clusters Score -1540572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1540571.500000 Penalty: 4746.670898
	Iteration 74Q: 3 clusters Score -1540572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1540574.875000 Penalty: 4746.670898
	Iteration 75Q: 3 clusters Score -1540575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1540578.750000 Penalty: 4746.670898
	Iteration 76Q: 3 clusters Score -1540579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1540583.375000 Penalty: 4746.670898
	Iteration 77Q: 3 clusters Score -1540583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1540582.250000 Penalty: 4746.670898
	Iteration 78Q: 3 clusters Score -1540582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1540581.250000 Penalty: 4746.670898
	Iteration 79Q: 3 clusters Score -1540581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1540584.500000 Penalty: 4746.670898
	Iteration 80F: 3 clusters Score -1540584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1540586.000000 Penalty: 4746.670898
	Iteration 81Q: 3 clusters Score -1540586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1540583.875000 Penalty: 4746.670898
	Iteration 82Q: 3 clusters Score -1540584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1540585.125000 Penalty: 4746.670898
	Iteration 83Q: 3 clusters Score -1540585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1540582.125000 Penalty: 4746.670898
	Iteration 84Q: 3 clusters Score -1540582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1540585.500000 Penalty: 4746.670898
	Iteration 85Q: 3 clusters Score -1540586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1540585.750000 Penalty: 4746.670898
	Iteration 86Q: 3 clusters Score -1540586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1540589.375000 Penalty: 4746.670898
	Iteration 87Q: 3 clusters Score -1540589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1540588.375000 Penalty: 4746.670898
	Iteration 88Q: 3 clusters Score -1540588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1540586.500000 Penalty: 4746.670898
	Iteration 89Q: 3 clusters Score -1540586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1540584.000000 Penalty: 4746.670898
	Iteration 90Q: 3 clusters Score -1540584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1540586.875000 Penalty: 4746.670898
	Iteration 91Q: 3 clusters Score -1540587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1540589.875000 Penalty: 4746.670898
	Iteration 92Q: 3 clusters Score -1540590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1540589.875000 Penalty: 4746.670898
	Iteration 93F: 3 clusters Score -1540590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Entering Unmasked Estep 
Score: -2227536.000000 Penalty: 2465.314209
	Iteration 0F: 2 clusters Score -2227536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2212871.250000 Penalty: 4930.628418
	Iteration 0F: 3 clusters Score -2212871 nChanged 9248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2218000.750000 Penalty: 4930.628418
	Iteration 1F: 3 clusters Score -2218001 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2218542.500000 Penalty: 4930.628418
	Iteration 2F: 3 clusters Score -2218542 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2219093.250000 Penalty: 4930.628418
	Iteration 3F: 3 clusters Score -2219093 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2219668.000000 Penalty: 4930.628418
	Iteration 4F: 3 clusters Score -2219668 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2220270.000000 Penalty: 4930.628418
	Iteration 5F: 3 clusters Score -2220270 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -2220899.500000 Penalty: 4930.628418
	Iteration 6F: 3 clusters Score -2220900 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2221502.500000 Penalty: 4930.628418
	Iteration 7Q: 3 clusters Score -2221502 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2222169.000000 Penalty: 4930.628418
	Iteration 8F: 3 clusters Score -2222169 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2222813.250000 Penalty: 4930.628418
	Iteration 9Q: 3 clusters Score -2222813 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2223430.000000 Penalty: 4930.628418
	Iteration 10Q: 3 clusters Score -2223430 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -2223937.000000 Penalty: 4930.628418
	Iteration 11Q: 3 clusters Score -2223937 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2224277.250000 Penalty: 4930.628418
	Iteration 12Q: 3 clusters Score -2224277 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2224493.500000 Penalty: 4930.628418
	Iteration 13Q: 3 clusters Score -2224494 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2224644.750000 Penalty: 4930.628418
	Iteration 14Q: 3 clusters Score -2224645 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -2224740.000000 Penalty: 4930.628418
	Iteration 15Q: 3 clusters Score -2224740 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2224810.000000 Penalty: 4930.628418
	Iteration 16Q: 3 clusters Score -2224810 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -2224874.250000 Penalty: 4930.628418
	Iteration 17Q: 3 clusters Score -2224874 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2224942.750000 Penalty: 4930.628418
	Iteration 18Q: 3 clusters Score -2224943 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2225005.750000 Penalty: 4930.628418
	Iteration 19Q: 3 clusters Score -2225006 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2225057.500000 Penalty: 4930.628418
	Iteration 20F: 3 clusters Score -2225058 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2225111.750000 Penalty: 4930.628418
	Iteration 21Q: 3 clusters Score -2225112 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -2225141.750000 Penalty: 4930.628418
	Iteration 22Q: 3 clusters Score -2225142 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2225171.250000 Penalty: 4930.628418
	Iteration 23Q: 3 clusters Score -2225171 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -2225208.500000 Penalty: 4930.628418
	Iteration 24Q: 3 clusters Score -2225208 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2225224.500000 Penalty: 4930.628418
	Iteration 25Q: 3 clusters Score -2225224 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2225251.750000 Penalty: 4930.628418
	Iteration 26Q: 3 clusters Score -2225252 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -2225255.000000 Penalty: 4930.628418
	Iteration 27Q: 3 clusters Score -2225255 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2225281.500000 Penalty: 4930.628418
	Iteration 28Q: 3 clusters Score -2225282 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2225304.500000 Penalty: 4930.628418
	Iteration 29Q: 3 clusters Score -2225304 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2225322.250000 Penalty: 4930.628418
	Iteration 30Q: 3 clusters Score -2225322 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2225341.250000 Penalty: 4930.628418
	Iteration 31Q: 3 clusters Score -2225341 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2225359.500000 Penalty: 4930.628418
	Iteration 32Q: 3 clusters Score -2225360 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2225377.000000 Penalty: 4930.628418
	Iteration 33Q: 3 clusters Score -2225377 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2225387.250000 Penalty: 4930.628418
	Iteration 34Q: 3 clusters Score -2225387 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2225395.250000 Penalty: 4930.628418
	Iteration 35Q: 3 clusters Score -2225395 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2225418.500000 Penalty: 4930.628418
	Iteration 36Q: 3 clusters Score -2225418 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2225428.500000 Penalty: 4930.628418
	Iteration 37Q: 3 clusters Score -2225428 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2225442.000000 Penalty: 4930.628418
	Iteration 38Q: 3 clusters Score -2225442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2225442.250000 Penalty: 4930.628418
	Iteration 39Q: 3 clusters Score -2225442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2225451.250000 Penalty: 4930.628418
	Iteration 40F: 3 clusters Score -2225451 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2225461.500000 Penalty: 4930.628418
	Iteration 41Q: 3 clusters Score -2225462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2225462.000000 Penalty: 4930.628418
	Iteration 42Q: 3 clusters Score -2225462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -2225464.250000 Penalty: 4930.628418
	Iteration 43Q: 3 clusters Score -2225464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -2225466.750000 Penalty: 4930.628418
	Iteration 44Q: 3 clusters Score -2225467 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -2225473.750000 Penalty: 4930.628418
	Iteration 45Q: 3 clusters Score -2225474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2225475.750000 Penalty: 4930.628418
	Iteration 46Q: 3 clusters Score -2225476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2225473.500000 Penalty: 4930.628418
	Iteration 47Q: 3 clusters Score -2225474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2225477.750000 Penalty: 4930.628418
	Iteration 48Q: 3 clusters Score -2225478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2225472.000000 Penalty: 4930.628418
	Iteration 49Q: 3 clusters Score -2225472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -2225478.750000 Penalty: 4930.628418
	Iteration 50Q: 3 clusters Score -2225479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -2225483.250000 Penalty: 4930.628418
	Iteration 51Q: 3 clusters Score -2225483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -2225489.250000 Penalty: 4930.628418
	Iteration 52Q: 3 clusters Score -2225489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -2225496.250000 Penalty: 4930.628418
	Iteration 53Q: 3 clusters Score -2225496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -2225496.250000 Penalty: 4930.628418
	Iteration 54Q: 3 clusters Score -2225496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -2225496.750000 Penalty: 4930.628418
	Iteration 55Q: 3 clusters Score -2225497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -2225503.250000 Penalty: 4930.628418
	Iteration 56Q: 3 clusters Score -2225503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -2225501.500000 Penalty: 4930.628418
	Iteration 57Q: 3 clusters Score -2225502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2225503.250000 Penalty: 4930.628418
	Iteration 58Q: 3 clusters Score -2225503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -2225505.250000 Penalty: 4930.628418
	Iteration 59Q: 3 clusters Score -2225505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2225501.250000 Penalty: 4930.628418
	Iteration 60F: 3 clusters Score -2225501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -2225501.000000 Penalty: 4930.628418
	Iteration 61Q: 3 clusters Score -2225501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2225502.500000 Penalty: 4930.628418
	Iteration 62Q: 3 clusters Score -2225502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2225503.250000 Penalty: 4930.628418
	Iteration 63Q: 3 clusters Score -2225503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2225502.500000 Penalty: 4930.628418
	Iteration 64Q: 3 clusters Score -2225502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2225506.250000 Penalty: 4930.628418
	Iteration 65Q: 3 clusters Score -2225506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2225507.750000 Penalty: 4930.628418
	Iteration 66Q: 3 clusters Score -2225508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2225507.750000 Penalty: 4930.628418
	Iteration 67F: 3 clusters Score -2225508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Entering Unmasked Estep 
Score: -1845301.625000 Penalty: 2440.706787
	Iteration 0F: 2 clusters Score -1845302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1832112.000000 Penalty: 4881.413574
	Iteration 0F: 3 clusters Score -1832112 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1836958.750000 Penalty: 4881.413574
	Iteration 1F: 3 clusters Score -1836959 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1837833.625000 Penalty: 4881.413574
	Iteration 2F: 3 clusters Score -1837834 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1838696.500000 Penalty: 4881.413574
	Iteration 3F: 3 clusters Score -1838696 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1839444.875000 Penalty: 4881.413574
	Iteration 4F: 3 clusters Score -1839445 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1839991.375000 Penalty: 4881.413574
	Iteration 5F: 3 clusters Score -1839991 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1840431.250000 Penalty: 4881.413574
	Iteration 6Q: 3 clusters Score -1840431 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1840794.125000 Penalty: 4881.413574
	Iteration 7Q: 3 clusters Score -1840794 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1841078.375000 Penalty: 4881.413574
	Iteration 8Q: 3 clusters Score -1841078 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1841272.500000 Penalty: 4881.413574
	Iteration 9Q: 3 clusters Score -1841272 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1841414.625000 Penalty: 4881.413574
	Iteration 10Q: 3 clusters Score -1841415 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1841526.125000 Penalty: 4881.413574
	Iteration 11Q: 3 clusters Score -1841526 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1841601.250000 Penalty: 4881.413574
	Iteration 12Q: 3 clusters Score -1841601 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1841667.250000 Penalty: 4881.413574
	Iteration 13Q: 3 clusters Score -1841667 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1841713.125000 Penalty: 4881.413574
	Iteration 14Q: 3 clusters Score -1841713 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1841763.000000 Penalty: 4881.413574
	Iteration 15Q: 3 clusters Score -1841763 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1841804.125000 Penalty: 4881.413574
	Iteration 16Q: 3 clusters Score -1841804 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1841842.250000 Penalty: 4881.413574
	Iteration 17Q: 3 clusters Score -1841842 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1841866.000000 Penalty: 4881.413574
	Iteration 18Q: 3 clusters Score -1841866 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1841888.375000 Penalty: 4881.413574
	Iteration 19Q: 3 clusters Score -1841888 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1841912.125000 Penalty: 4881.413574
	Iteration 20F: 3 clusters Score -1841912 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1841918.875000 Penalty: 4881.413574
	Iteration 21Q: 3 clusters Score -1841919 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1841935.500000 Penalty: 4881.413574
	Iteration 22Q: 3 clusters Score -1841936 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1841940.500000 Penalty: 4881.413574
	Iteration 23Q: 3 clusters Score -1841940 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1841947.125000 Penalty: 4881.413574
	Iteration 24Q: 3 clusters Score -1841947 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1841955.875000 Penalty: 4881.413574
	Iteration 25Q: 3 clusters Score -1841956 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1841956.750000 Penalty: 4881.413574
	Iteration 26Q: 3 clusters Score -1841957 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1841963.750000 Penalty: 4881.413574
	Iteration 27Q: 3 clusters Score -1841964 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1841964.875000 Penalty: 4881.413574
	Iteration 28Q: 3 clusters Score -1841965 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1841969.750000 Penalty: 4881.413574
	Iteration 29Q: 3 clusters Score -1841970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1841974.000000 Penalty: 4881.413574
	Iteration 30Q: 3 clusters Score -1841974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1841979.250000 Penalty: 4881.413574
	Iteration 31Q: 3 clusters Score -1841979 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1841982.125000 Penalty: 4881.413574
	Iteration 32Q: 3 clusters Score -1841982 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1841985.375000 Penalty: 4881.413574
	Iteration 33Q: 3 clusters Score -1841985 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1841985.625000 Penalty: 4881.413574
	Iteration 34Q: 3 clusters Score -1841986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1841999.125000 Penalty: 4881.413574
	Iteration 35Q: 3 clusters Score -1841999 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1842007.250000 Penalty: 4881.413574
	Iteration 36Q: 3 clusters Score -1842007 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1842005.000000 Penalty: 4881.413574
	Iteration 37Q: 3 clusters Score -1842005 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1842011.625000 Penalty: 4881.413574
	Iteration 38Q: 3 clusters Score -1842012 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1842016.375000 Penalty: 4881.413574
	Iteration 39Q: 3 clusters Score -1842016 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1842024.875000 Penalty: 4881.413574
	Iteration 40F: 3 clusters Score -1842025 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1842027.125000 Penalty: 4881.413574
	Iteration 41Q: 3 clusters Score -1842027 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1842028.875000 Penalty: 4881.413574
	Iteration 42Q: 3 clusters Score -1842029 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1842029.750000 Penalty: 4881.413574
	Iteration 43Q: 3 clusters Score -1842030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1842031.500000 Penalty: 4881.413574
	Iteration 44Q: 3 clusters Score -1842032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1842036.125000 Penalty: 4881.413574
	Iteration 45Q: 3 clusters Score -1842036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1842039.250000 Penalty: 4881.413574
	Iteration 46Q: 3 clusters Score -1842039 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1842043.125000 Penalty: 4881.413574
	Iteration 47Q: 3 clusters Score -1842043 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1842043.625000 Penalty: 4881.413574
	Iteration 48Q: 3 clusters Score -1842044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1842046.125000 Penalty: 4881.413574
	Iteration 49Q: 3 clusters Score -1842046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1842047.750000 Penalty: 4881.413574
	Iteration 50Q: 3 clusters Score -1842048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1842046.000000 Penalty: 4881.413574
	Iteration 51Q: 3 clusters Score -1842046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1842054.750000 Penalty: 4881.413574
	Iteration 52Q: 3 clusters Score -1842055 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1842056.250000 Penalty: 4881.413574
	Iteration 53Q: 3 clusters Score -1842056 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1842059.000000 Penalty: 4881.413574
	Iteration 54Q: 3 clusters Score -1842059 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1842072.875000 Penalty: 4881.413574
	Iteration 55Q: 3 clusters Score -1842073 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1842070.000000 Penalty: 4881.413574
	Iteration 56Q: 3 clusters Score -1842070 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1842077.875000 Penalty: 4881.413574
	Iteration 57Q: 3 clusters Score -1842078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1842081.375000 Penalty: 4881.413574
	Iteration 58Q: 3 clusters Score -1842081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1842088.000000 Penalty: 4881.413574
	Iteration 59Q: 3 clusters Score -1842088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1842086.125000 Penalty: 4881.413574
	Iteration 60F: 3 clusters Score -1842086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1842087.250000 Penalty: 4881.413574
	Iteration 61Q: 3 clusters Score -1842087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1842088.000000 Penalty: 4881.413574
	Iteration 62Q: 3 clusters Score -1842088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1842090.125000 Penalty: 4881.413574
	Iteration 63Q: 3 clusters Score -1842090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1842089.250000 Penalty: 4881.413574
	Iteration 64Q: 3 clusters Score -1842089 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1842094.750000 Penalty: 4881.413574
	Iteration 65Q: 3 clusters Score -1842095 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1842094.500000 Penalty: 4881.413574
	Iteration 66Q: 3 clusters Score -1842094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1842098.375000 Penalty: 4881.413574
	Iteration 67Q: 3 clusters Score -1842098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1842102.875000 Penalty: 4881.413574
	Iteration 68Q: 3 clusters Score -1842103 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1842104.125000 Penalty: 4881.413574
	Iteration 69Q: 3 clusters Score -1842104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1842098.875000 Penalty: 4881.413574
	Iteration 70Q: 3 clusters Score -1842099 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1842102.500000 Penalty: 4881.413574
	Iteration 71Q: 3 clusters Score -1842102 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1842109.875000 Penalty: 4881.413574
	Iteration 72Q: 3 clusters Score -1842110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1842117.500000 Penalty: 4881.413574
	Iteration 73Q: 3 clusters Score -1842118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1842112.875000 Penalty: 4881.413574
	Iteration 74Q: 3 clusters Score -1842113 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1842119.500000 Penalty: 4881.413574
	Iteration 75Q: 3 clusters Score -1842120 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1842123.500000 Penalty: 4881.413574
	Iteration 76Q: 3 clusters Score -1842124 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1842125.000000 Penalty: 4881.413574
	Iteration 77Q: 3 clusters Score -1842125 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1842131.375000 Penalty: 4881.413574
	Iteration 78Q: 3 clusters Score -1842131 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1842134.000000 Penalty: 4881.413574
	Iteration 79Q: 3 clusters Score -1842134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1842142.500000 Penalty: 4881.413574
	Iteration 80F: 3 clusters Score -1842142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1842146.000000 Penalty: 4881.413574
	Iteration 81Q: 3 clusters Score -1842146 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1842146.625000 Penalty: 4881.413574
	Iteration 82Q: 3 clusters Score -1842147 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1842154.625000 Penalty: 4881.413574
	Iteration 83Q: 3 clusters Score -1842155 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1842158.375000 Penalty: 4881.413574
	Iteration 84Q: 3 clusters Score -1842158 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1842166.000000 Penalty: 4881.413574
	Iteration 85Q: 3 clusters Score -1842166 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1842172.500000 Penalty: 4881.413574
	Iteration 86Q: 3 clusters Score -1842172 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1842175.000000 Penalty: 4881.413574
	Iteration 87Q: 3 clusters Score -1842175 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1842179.250000 Penalty: 4881.413574
	Iteration 88Q: 3 clusters Score -1842179 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1842191.625000 Penalty: 4881.413574
	Iteration 89Q: 3 clusters Score -1842192 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1842201.750000 Penalty: 4881.413574
	Iteration 90Q: 3 clusters Score -1842202 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1842210.125000 Penalty: 4881.413574
	Iteration 91Q: 3 clusters Score -1842210 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1842213.250000 Penalty: 4881.413574
	Iteration 92Q: 3 clusters Score -1842213 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1842223.375000 Penalty: 4881.413574
	Iteration 93Q: 3 clusters Score -1842223 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1842234.625000 Penalty: 4881.413574
	Iteration 94Q: 3 clusters Score -1842235 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1842245.750000 Penalty: 4881.413574
	Iteration 95Q: 3 clusters Score -1842246 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1842256.750000 Penalty: 4881.413574
	Iteration 96Q: 3 clusters Score -1842257 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1842265.000000 Penalty: 4881.413574
	Iteration 97Q: 3 clusters Score -1842265 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1842279.000000 Penalty: 4881.413574
	Iteration 98Q: 3 clusters Score -1842279 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1842288.125000 Penalty: 4881.413574
	Iteration 99Q: 3 clusters Score -1842288 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1842304.625000 Penalty: 4881.413574
	Iteration 100F: 3 clusters Score -1842305 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1842314.750000 Penalty: 4881.413574
	Iteration 101Q: 3 clusters Score -1842315 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1842326.250000 Penalty: 4881.413574
	Iteration 102Q: 3 clusters Score -1842326 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1842345.500000 Penalty: 4881.413574
	Iteration 103Q: 3 clusters Score -1842346 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1842353.375000 Penalty: 4881.413574
	Iteration 104Q: 3 clusters Score -1842353 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1842367.875000 Penalty: 4881.413574
	Iteration 105Q: 3 clusters Score -1842368 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1842384.625000 Penalty: 4881.413574
	Iteration 106Q: 3 clusters Score -1842385 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1842407.625000 Penalty: 4881.413574
	Iteration 107Q: 3 clusters Score -1842408 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1842416.750000 Penalty: 4881.413574
	Iteration 108Q: 3 clusters Score -1842417 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1842442.000000 Penalty: 4881.413574
	Iteration 109Q: 3 clusters Score -1842442 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1842460.625000 Penalty: 4881.413574
	Iteration 110Q: 3 clusters Score -1842461 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1842484.250000 Penalty: 4881.413574
	Iteration 111Q: 3 clusters Score -1842484 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1842506.750000 Penalty: 4881.413574
	Iteration 112Q: 3 clusters Score -1842507 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1842533.625000 Penalty: 4881.413574
	Iteration 113Q: 3 clusters Score -1842534 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1842571.625000 Penalty: 4881.413574
	Iteration 114Q: 3 clusters Score -1842572 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1842608.875000 Penalty: 4881.413574
	Iteration 115Q: 3 clusters Score -1842609 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1842651.875000 Penalty: 4881.413574
	Iteration 116Q: 3 clusters Score -1842652 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1842692.250000 Penalty: 4881.413574
	Iteration 117Q: 3 clusters Score -1842692 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1842730.875000 Penalty: 4881.413574
	Iteration 118Q: 3 clusters Score -1842731 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1842773.250000 Penalty: 4881.413574
	Iteration 119Q: 3 clusters Score -1842773 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1842808.500000 Penalty: 4881.413574
	Iteration 120F: 3 clusters Score -1842808 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1842853.375000 Penalty: 4881.413574
	Iteration 121Q: 3 clusters Score -1842853 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1842882.250000 Penalty: 4881.413574
	Iteration 122Q: 3 clusters Score -1842882 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1842924.500000 Penalty: 4881.413574
	Iteration 123Q: 3 clusters Score -1842924 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1842953.000000 Penalty: 4881.413574
	Iteration 124Q: 3 clusters Score -1842953 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1842974.625000 Penalty: 4881.413574
	Iteration 125Q: 3 clusters Score -1842975 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1842998.250000 Penalty: 4881.413574
	Iteration 126Q: 3 clusters Score -1842998 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1843019.250000 Penalty: 4881.413574
	Iteration 127Q: 3 clusters Score -1843019 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1843049.625000 Penalty: 4881.413574
	Iteration 128Q: 3 clusters Score -1843050 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1843069.000000 Penalty: 4881.413574
	Iteration 129Q: 3 clusters Score -1843069 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1843077.250000 Penalty: 4881.413574
	Iteration 130Q: 3 clusters Score -1843077 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1843094.875000 Penalty: 4881.413574
	Iteration 131Q: 3 clusters Score -1843095 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1843106.375000 Penalty: 4881.413574
	Iteration 132Q: 3 clusters Score -1843106 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1843120.625000 Penalty: 4881.413574
	Iteration 133Q: 3 clusters Score -1843121 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1843139.875000 Penalty: 4881.413574
	Iteration 134Q: 3 clusters Score -1843140 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1843151.625000 Penalty: 4881.413574
	Iteration 135Q: 3 clusters Score -1843152 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1843169.500000 Penalty: 4881.413574
	Iteration 136Q: 3 clusters Score -1843170 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1843192.750000 Penalty: 4881.413574
	Iteration 137Q: 3 clusters Score -1843193 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1843202.000000 Penalty: 4881.413574
	Iteration 138Q: 3 clusters Score -1843202 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1843219.750000 Penalty: 4881.413574
	Iteration 139Q: 3 clusters Score -1843220 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1843244.375000 Penalty: 4881.413574
	Iteration 140F: 3 clusters Score -1843244 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1843257.750000 Penalty: 4881.413574
	Iteration 141Q: 3 clusters Score -1843258 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1843290.125000 Penalty: 4881.413574
	Iteration 142Q: 3 clusters Score -1843290 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1843317.875000 Penalty: 4881.413574
	Iteration 143Q: 3 clusters Score -1843318 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1843339.250000 Penalty: 4881.413574
	Iteration 144Q: 3 clusters Score -1843339 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1843358.500000 Penalty: 4881.413574
	Iteration 145Q: 3 clusters Score -1843358 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1843373.750000 Penalty: 4881.413574
	Iteration 146Q: 3 clusters Score -1843374 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1843401.000000 Penalty: 4881.413574
	Iteration 147Q: 3 clusters Score -1843401 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1843422.750000 Penalty: 4881.413574
	Iteration 148Q: 3 clusters Score -1843423 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1843445.625000 Penalty: 4881.413574
	Iteration 149Q: 3 clusters Score -1843446 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1843467.750000 Penalty: 4881.413574
	Iteration 150Q: 3 clusters Score -1843468 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1843488.750000 Penalty: 4881.413574
	Iteration 151Q: 3 clusters Score -1843489 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1843512.750000 Penalty: 4881.413574
	Iteration 152Q: 3 clusters Score -1843513 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1843524.375000 Penalty: 4881.413574
	Iteration 153Q: 3 clusters Score -1843524 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1843545.125000 Penalty: 4881.413574
	Iteration 154Q: 3 clusters Score -1843545 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1843566.750000 Penalty: 4881.413574
	Iteration 155Q: 3 clusters Score -1843567 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1843584.625000 Penalty: 4881.413574
	Iteration 156Q: 3 clusters Score -1843585 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1843600.625000 Penalty: 4881.413574
	Iteration 157Q: 3 clusters Score -1843601 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1843617.000000 Penalty: 4881.413574
	Iteration 158Q: 3 clusters Score -1843617 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1843627.875000 Penalty: 4881.413574
	Iteration 159Q: 3 clusters Score -1843628 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1843646.500000 Penalty: 4881.413574
	Iteration 160F: 3 clusters Score -1843646 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1843659.250000 Penalty: 4881.413574
	Iteration 161Q: 3 clusters Score -1843659 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1843673.500000 Penalty: 4881.413574
	Iteration 162Q: 3 clusters Score -1843674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1843680.250000 Penalty: 4881.413574
	Iteration 163Q: 3 clusters Score -1843680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1843687.500000 Penalty: 4881.413574
	Iteration 164Q: 3 clusters Score -1843688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1843693.750000 Penalty: 4881.413574
	Iteration 165Q: 3 clusters Score -1843694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1843697.750000 Penalty: 4881.413574
	Iteration 166Q: 3 clusters Score -1843698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1843707.375000 Penalty: 4881.413574
	Iteration 167Q: 3 clusters Score -1843707 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1843716.375000 Penalty: 4881.413574
	Iteration 168Q: 3 clusters Score -1843716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1843720.875000 Penalty: 4881.413574
	Iteration 169Q: 3 clusters Score -1843721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1843730.750000 Penalty: 4881.413574
	Iteration 170Q: 3 clusters Score -1843731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1843729.250000 Penalty: 4881.413574
	Iteration 171Q: 3 clusters Score -1843729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1843737.375000 Penalty: 4881.413574
	Iteration 172Q: 3 clusters Score -1843737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1843737.375000 Penalty: 4881.413574
	Iteration 173Q: 3 clusters Score -1843737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1843737.625000 Penalty: 4881.413574
	Iteration 174Q: 3 clusters Score -1843738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1843744.125000 Penalty: 4881.413574
	Iteration 175Q: 3 clusters Score -1843744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1843741.750000 Penalty: 4881.413574
	Iteration 176Q: 3 clusters Score -1843742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1843743.750000 Penalty: 4881.413574
	Iteration 177Q: 3 clusters Score -1843744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1843746.000000 Penalty: 4881.413574
	Iteration 178Q: 3 clusters Score -1843746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1843745.250000 Penalty: 4881.413574
	Iteration 179Q: 3 clusters Score -1843745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1843746.750000 Penalty: 4881.413574
	Iteration 180F: 3 clusters Score -1843747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1843751.250000 Penalty: 4881.413574
	Iteration 181Q: 3 clusters Score -1843751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1843745.375000 Penalty: 4881.413574
	Iteration 182Q: 3 clusters Score -1843745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1843747.125000 Penalty: 4881.413574
	Iteration 183Q: 3 clusters Score -1843747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1843748.375000 Penalty: 4881.413574
	Iteration 184Q: 3 clusters Score -1843748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1843749.125000 Penalty: 4881.413574
	Iteration 185Q: 3 clusters Score -1843749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1843750.750000 Penalty: 4881.413574
	Iteration 186Q: 3 clusters Score -1843751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1843750.625000 Penalty: 4881.413574
	Iteration 187Q: 3 clusters Score -1843751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1843749.000000 Penalty: 4881.413574
	Iteration 188Q: 3 clusters Score -1843749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1843751.500000 Penalty: 4881.413574
	Iteration 189Q: 3 clusters Score -1843752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1843751.000000 Penalty: 4881.413574
	Iteration 190Q: 3 clusters Score -1843751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1843752.875000 Penalty: 4881.413574
	Iteration 191Q: 3 clusters Score -1843753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1843752.250000 Penalty: 4881.413574
	Iteration 192Q: 3 clusters Score -1843752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1843754.125000 Penalty: 4881.413574
	Iteration 193Q: 3 clusters Score -1843754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1843754.125000 Penalty: 4881.413574
	Iteration 194F: 3 clusters Score -1843754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Entering Unmasked Estep 
Score: -552754.562500 Penalty: 2113.944824
	Iteration 0F: 2 clusters Score -552754.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -548212.875000 Penalty: 4227.889648
	Iteration 0F: 3 clusters Score -548212.9 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -549332.750000 Penalty: 4227.889648
	Iteration 1F: 3 clusters Score -549332.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -549577.937500 Penalty: 4227.889648
	Iteration 2F: 3 clusters Score -549577.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -549787.625000 Penalty: 4227.889648
	Iteration 3F: 3 clusters Score -549787.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -550012.750000 Penalty: 4227.889648
	Iteration 4F: 3 clusters Score -550012.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -550234.562500 Penalty: 4227.889648
	Iteration 5F: 3 clusters Score -550234.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -550454.312500 Penalty: 4227.889648
	Iteration 6Q: 3 clusters Score -550454.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -550666.125000 Penalty: 4227.889648
	Iteration 7Q: 3 clusters Score -550666.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -550819.562500 Penalty: 4227.889648
	Iteration 8Q: 3 clusters Score -550819.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -550914.812500 Penalty: 4227.889648
	Iteration 9Q: 3 clusters Score -550914.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -550967.250000 Penalty: 4227.889648
	Iteration 10Q: 3 clusters Score -550967.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -551008.062500 Penalty: 4227.889648
	Iteration 11Q: 3 clusters Score -551008.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -551035.375000 Penalty: 4227.889648
	Iteration 12Q: 3 clusters Score -551035.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -551053.937500 Penalty: 4227.889648
	Iteration 13Q: 3 clusters Score -551053.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -551063.312500 Penalty: 4227.889648
	Iteration 14Q: 3 clusters Score -551063.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -551070.000000 Penalty: 4227.889648
	Iteration 15Q: 3 clusters Score -551070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -551077.375000 Penalty: 4227.889648
	Iteration 16Q: 3 clusters Score -551077.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -551084.250000 Penalty: 4227.889648
	Iteration 17Q: 3 clusters Score -551084.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -551087.812500 Penalty: 4227.889648
	Iteration 18Q: 3 clusters Score -551087.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -551089.937500 Penalty: 4227.889648
	Iteration 19Q: 3 clusters Score -551089.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -551090.937500 Penalty: 4227.889648
	Iteration 20F: 3 clusters Score -551090.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -551091.750000 Penalty: 4227.889648
	Iteration 21Q: 3 clusters Score -551091.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -551093.750000 Penalty: 4227.889648
	Iteration 22Q: 3 clusters Score -551093.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -551094.812500 Penalty: 4227.889648
	Iteration 23Q: 3 clusters Score -551094.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -551096.062500 Penalty: 4227.889648
	Iteration 24Q: 3 clusters Score -551096.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -551099.187500 Penalty: 4227.889648
	Iteration 25Q: 3 clusters Score -551099.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -551102.875000 Penalty: 4227.889648
	Iteration 26Q: 3 clusters Score -551102.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -551104.312500 Penalty: 4227.889648
	Iteration 27Q: 3 clusters Score -551104.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -551105.375000 Penalty: 4227.889648
	Iteration 28Q: 3 clusters Score -551105.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -551106.437500 Penalty: 4227.889648
	Iteration 29Q: 3 clusters Score -551106.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -551107.687500 Penalty: 4227.889648
	Iteration 30Q: 3 clusters Score -551107.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -551109.500000 Penalty: 4227.889648
	Iteration 31Q: 3 clusters Score -551109.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -551109.125000 Penalty: 4227.889648
	Iteration 32Q: 3 clusters Score -551109.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -551110.562500 Penalty: 4227.889648
	Iteration 33Q: 3 clusters Score -551110.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -551112.062500 Penalty: 4227.889648
	Iteration 34Q: 3 clusters Score -551112.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -551111.375000 Penalty: 4227.889648
	Iteration 35Q: 3 clusters Score -551111.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -551112.875000 Penalty: 4227.889648
	Iteration 36Q: 3 clusters Score -551112.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -551112.875000 Penalty: 4227.889648
	Iteration 37F: 3 clusters Score -551112.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Entering Unmasked Estep 
Score: -972174.125000 Penalty: 2260.966064
	Iteration 0F: 2 clusters Score -972174.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -965063.625000 Penalty: 4521.932129
	Iteration 0F: 3 clusters Score -965063.6 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -967283.687500 Penalty: 4521.932129
	Iteration 1F: 3 clusters Score -967283.7 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -967747.687500 Penalty: 4521.932129
	Iteration 2F: 3 clusters Score -967747.7 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -968222.000000 Penalty: 4521.932129
	Iteration 3F: 3 clusters Score -968222 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -968584.187500 Penalty: 4521.932129
	Iteration 4F: 3 clusters Score -968584.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -968904.562500 Penalty: 4521.932129
	Iteration 5F: 3 clusters Score -968904.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -969198.312500 Penalty: 4521.932129
	Iteration 6F: 3 clusters Score -969198.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -969486.687500 Penalty: 4521.932129
	Iteration 7Q: 3 clusters Score -969486.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -969754.562500 Penalty: 4521.932129
	Iteration 8Q: 3 clusters Score -969754.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -969968.687500 Penalty: 4521.932129
	Iteration 9Q: 3 clusters Score -969968.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -970138.562500 Penalty: 4521.932129
	Iteration 10Q: 3 clusters Score -970138.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -970276.500000 Penalty: 4521.932129
	Iteration 11Q: 3 clusters Score -970276.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -970383.000000 Penalty: 4521.932129
	Iteration 12Q: 3 clusters Score -970383 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -970480.500000 Penalty: 4521.932129
	Iteration 13Q: 3 clusters Score -970480.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -970548.375000 Penalty: 4521.932129
	Iteration 14Q: 3 clusters Score -970548.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -970597.125000 Penalty: 4521.932129
	Iteration 15Q: 3 clusters Score -970597.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -970648.937500 Penalty: 4521.932129
	Iteration 16Q: 3 clusters Score -970648.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -970689.562500 Penalty: 4521.932129
	Iteration 17Q: 3 clusters Score -970689.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -970719.687500 Penalty: 4521.932129
	Iteration 18Q: 3 clusters Score -970719.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -970751.625000 Penalty: 4521.932129
	Iteration 19Q: 3 clusters Score -970751.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -970767.187500 Penalty: 4521.932129
	Iteration 20F: 3 clusters Score -970767.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -970774.937500 Penalty: 4521.932129
	Iteration 21Q: 3 clusters Score -970774.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -970784.125000 Penalty: 4521.932129
	Iteration 22Q: 3 clusters Score -970784.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -970792.187500 Penalty: 4521.932129
	Iteration 23Q: 3 clusters Score -970792.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -970798.750000 Penalty: 4521.932129
	Iteration 24Q: 3 clusters Score -970798.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -970800.750000 Penalty: 4521.932129
	Iteration 25Q: 3 clusters Score -970800.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -970801.500000 Penalty: 4521.932129
	Iteration 26Q: 3 clusters Score -970801.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -970805.937500 Penalty: 4521.932129
	Iteration 27Q: 3 clusters Score -970805.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -970806.125000 Penalty: 4521.932129
	Iteration 28Q: 3 clusters Score -970806.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -970806.062500 Penalty: 4521.932129
	Iteration 29Q: 3 clusters Score -970806.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -970805.750000 Penalty: 4521.932129
	Iteration 30Q: 3 clusters Score -970805.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -970806.125000 Penalty: 4521.932129
	Iteration 31Q: 3 clusters Score -970806.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -970808.562500 Penalty: 4521.932129
	Iteration 32Q: 3 clusters Score -970808.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -970809.500000 Penalty: 4521.932129
	Iteration 33Q: 3 clusters Score -970809.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -970810.000000 Penalty: 4521.932129
	Iteration 34Q: 3 clusters Score -970810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -970810.000000 Penalty: 4521.932129
	Iteration 35F: 3 clusters Score -970810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Entering Unmasked Estep 
Score: -249926.375000 Penalty: 1914.344238
	Iteration 0F: 2 clusters Score -249926.4 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 1130 members 
Entering Unmasked Estep 
Score: -247099.312500 Penalty: 3828.688477
	Iteration 0F: 3 clusters Score -247099.3 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -247562.531250 Penalty: 3828.688477
	Iteration 1F: 3 clusters Score -247562.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -247690.609375 Penalty: 3828.688477
	Iteration 2F: 3 clusters Score -247690.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -247761.828125 Penalty: 3828.688477
	Iteration 3Q: 3 clusters Score -247761.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -247810.281250 Penalty: 3828.688477
	Iteration 4Q: 3 clusters Score -247810.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -247838.953125 Penalty: 3828.688477
	Iteration 5Q: 3 clusters Score -247839 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -247857.703125 Penalty: 3828.688477
	Iteration 6Q: 3 clusters Score -247857.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -247869.671875 Penalty: 3828.688477
	Iteration 7Q: 3 clusters Score -247869.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -247879.984375 Penalty: 3828.688477
	Iteration 8Q: 3 clusters Score -247880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -247886.062500 Penalty: 3828.688477
	Iteration 9Q: 3 clusters Score -247886.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -247891.906250 Penalty: 3828.688477
	Iteration 10Q: 3 clusters Score -247891.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -247898.937500 Penalty: 3828.688477
	Iteration 11Q: 3 clusters Score -247898.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -247905.281250 Penalty: 3828.688477
	Iteration 12Q: 3 clusters Score -247905.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -247912.015625 Penalty: 3828.688477
	Iteration 13Q: 3 clusters Score -247912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -247916.218750 Penalty: 3828.688477
	Iteration 14Q: 3 clusters Score -247916.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -247927.562500 Penalty: 3828.688477
	Iteration 15Q: 3 clusters Score -247927.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -247937.484375 Penalty: 3828.688477
	Iteration 16Q: 3 clusters Score -247937.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -247942.718750 Penalty: 3828.688477
	Iteration 17Q: 3 clusters Score -247942.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -247946.625000 Penalty: 3828.688477
	Iteration 18Q: 3 clusters Score -247946.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -247947.953125 Penalty: 3828.688477
	Iteration 19Q: 3 clusters Score -247948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -247948.765625 Penalty: 3828.688477
	Iteration 20F: 3 clusters Score -247948.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -247949.437500 Penalty: 3828.688477
	Iteration 21Q: 3 clusters Score -247949.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -247950.031250 Penalty: 3828.688477
	Iteration 22Q: 3 clusters Score -247950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -247950.031250 Penalty: 3828.688477
	Iteration 23F: 3 clusters Score -247950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Entering Unmasked Estep 
Score: -1703815.375000 Penalty: 2395.509521
	Iteration 0F: 2 clusters Score -1703815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1692498.625000 Penalty: 4791.019043
	Iteration 0F: 3 clusters Score -1692499 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1696135.125000 Penalty: 4791.019043
	Iteration 1F: 3 clusters Score -1696135 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1696468.125000 Penalty: 4791.019043
	Iteration 2F: 3 clusters Score -1696468 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1696734.125000 Penalty: 4791.019043
	Iteration 3Q: 3 clusters Score -1696734 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1697003.375000 Penalty: 4791.019043
	Iteration 4Q: 3 clusters Score -1697003 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1697287.875000 Penalty: 4791.019043
	Iteration 5Q: 3 clusters Score -1697288 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1697619.125000 Penalty: 4791.019043
	Iteration 6Q: 3 clusters Score -1697619 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1698058.250000 Penalty: 4791.019043
	Iteration 7Q: 3 clusters Score -1698058 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1698559.250000 Penalty: 4791.019043
	Iteration 8Q: 3 clusters Score -1698559 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1699070.875000 Penalty: 4791.019043
	Iteration 9Q: 3 clusters Score -1699071 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1699597.750000 Penalty: 4791.019043
	Iteration 10Q: 3 clusters Score -1699598 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1700120.625000 Penalty: 4791.019043
	Iteration 11Q: 3 clusters Score -1700121 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1700567.125000 Penalty: 4791.019043
	Iteration 12Q: 3 clusters Score -1700567 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1700910.000000 Penalty: 4791.019043
	Iteration 13Q: 3 clusters Score -1700910 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1701150.250000 Penalty: 4791.019043
	Iteration 14Q: 3 clusters Score -1701150 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -1701325.750000 Penalty: 4791.019043
	Iteration 15Q: 3 clusters Score -1701326 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -1701441.375000 Penalty: 4791.019043
	Iteration 16Q: 3 clusters Score -1701441 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -1701515.750000 Penalty: 4791.019043
	Iteration 17Q: 3 clusters Score -1701516 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1701573.875000 Penalty: 4791.019043
	Iteration 18Q: 3 clusters Score -1701574 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1701606.375000 Penalty: 4791.019043
	Iteration 19Q: 3 clusters Score -1701606 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -1701629.500000 Penalty: 4791.019043
	Iteration 20F: 3 clusters Score -1701630 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -1701651.750000 Penalty: 4791.019043
	Iteration 21Q: 3 clusters Score -1701652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1701671.625000 Penalty: 4791.019043
	Iteration 22Q: 3 clusters Score -1701672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1701686.125000 Penalty: 4791.019043
	Iteration 23Q: 3 clusters Score -1701686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1701697.000000 Penalty: 4791.019043
	Iteration 24Q: 3 clusters Score -1701697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -1701707.125000 Penalty: 4791.019043
	Iteration 25Q: 3 clusters Score -1701707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -1701714.125000 Penalty: 4791.019043
	Iteration 26Q: 3 clusters Score -1701714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1701713.000000 Penalty: 4791.019043
	Iteration 27Q: 3 clusters Score -1701713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -1701716.875000 Penalty: 4791.019043
	Iteration 28Q: 3 clusters Score -1701717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -1701719.500000 Penalty: 4791.019043
	Iteration 29Q: 3 clusters Score -1701720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -1701725.750000 Penalty: 4791.019043
	Iteration 30Q: 3 clusters Score -1701726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -1701728.125000 Penalty: 4791.019043
	Iteration 31Q: 3 clusters Score -1701728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -1701732.375000 Penalty: 4791.019043
	Iteration 32Q: 3 clusters Score -1701732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1701738.000000 Penalty: 4791.019043
	Iteration 33Q: 3 clusters Score -1701738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -1701751.375000 Penalty: 4791.019043
	Iteration 34Q: 3 clusters Score -1701751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -1701761.250000 Penalty: 4791.019043
	Iteration 35Q: 3 clusters Score -1701761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -1701768.625000 Penalty: 4791.019043
	Iteration 36Q: 3 clusters Score -1701769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1701769.125000 Penalty: 4791.019043
	Iteration 37Q: 3 clusters Score -1701769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -1701773.875000 Penalty: 4791.019043
	Iteration 38Q: 3 clusters Score -1701774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1701779.875000 Penalty: 4791.019043
	Iteration 39Q: 3 clusters Score -1701780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -1701780.625000 Penalty: 4791.019043
	Iteration 40F: 3 clusters Score -1701781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -1701787.625000 Penalty: 4791.019043
	Iteration 41Q: 3 clusters Score -1701788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1701789.250000 Penalty: 4791.019043
	Iteration 42Q: 3 clusters Score -1701789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -1701790.125000 Penalty: 4791.019043
	Iteration 43Q: 3 clusters Score -1701790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1701793.000000 Penalty: 4791.019043
	Iteration 44Q: 3 clusters Score -1701793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -1701793.375000 Penalty: 4791.019043
	Iteration 45Q: 3 clusters Score -1701793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1701794.750000 Penalty: 4791.019043
	Iteration 46Q: 3 clusters Score -1701795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1701795.125000 Penalty: 4791.019043
	Iteration 47Q: 3 clusters Score -1701795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -1701795.000000 Penalty: 4791.019043
	Iteration 48Q: 3 clusters Score -1701795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -1701795.000000 Penalty: 4791.019043
	Iteration 49F: 3 clusters Score -1701795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Entering Unmasked Estep 
Score: -3492458.000000 Penalty: 2593.720459
	Iteration 0F: 2 clusters Score -3492458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -3468895.250000 Penalty: 5187.440918
	Iteration 0F: 3 clusters Score -3468895 nChanged 15737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -3477537.750000 Penalty: 5187.440918
	Iteration 1F: 3 clusters Score -3477538 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -3478275.250000 Penalty: 5187.440918
	Iteration 2F: 3 clusters Score -3478275 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -3479053.500000 Penalty: 5187.440918
	Iteration 3F: 3 clusters Score -3479054 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -3479969.250000 Penalty: 5187.440918
	Iteration 4F: 3 clusters Score -3479969 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -3481141.000000 Penalty: 5187.440918
	Iteration 5F: 3 clusters Score -3481141 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -3482470.750000 Penalty: 5187.440918
	Iteration 6F: 3 clusters Score -3482471 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -3484123.000000 Penalty: 5187.440918
	Iteration 7F: 3 clusters Score -3484123 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -3485727.750000 Penalty: 5187.440918
	Iteration 8F: 3 clusters Score -3485728 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -3486993.250000 Penalty: 5187.440918
	Iteration 9Q: 3 clusters Score -3486993 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -3488025.250000 Penalty: 5187.440918
	Iteration 10Q: 3 clusters Score -3488025 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -3488794.000000 Penalty: 5187.440918
	Iteration 11Q: 3 clusters Score -3488794 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -3489339.250000 Penalty: 5187.440918
	Iteration 12Q: 3 clusters Score -3489339 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -3489693.500000 Penalty: 5187.440918
	Iteration 13Q: 3 clusters Score -3489694 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -3489926.250000 Penalty: 5187.440918
	Iteration 14Q: 3 clusters Score -3489926 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -3490079.750000 Penalty: 5187.440918
	Iteration 15Q: 3 clusters Score -3490080 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -3490169.750000 Penalty: 5187.440918
	Iteration 16Q: 3 clusters Score -3490170 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -3490231.000000 Penalty: 5187.440918
	Iteration 17Q: 3 clusters Score -3490231 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -3490275.750000 Penalty: 5187.440918
	Iteration 18Q: 3 clusters Score -3490276 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -3490312.500000 Penalty: 5187.440918
	Iteration 19Q: 3 clusters Score -3490312 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -3490348.250000 Penalty: 5187.440918
	Iteration 20F: 3 clusters Score -3490348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -3490370.500000 Penalty: 5187.440918
	Iteration 21Q: 3 clusters Score -3490370 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -3490384.500000 Penalty: 5187.440918
	Iteration 22Q: 3 clusters Score -3490384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -3490390.250000 Penalty: 5187.440918
	Iteration 23Q: 3 clusters Score -3490390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -3490405.500000 Penalty: 5187.440918
	Iteration 24Q: 3 clusters Score -3490406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -3490414.250000 Penalty: 5187.440918
	Iteration 25Q: 3 clusters Score -3490414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -3490417.750000 Penalty: 5187.440918
	Iteration 26Q: 3 clusters Score -3490418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -3490418.750000 Penalty: 5187.440918
	Iteration 27Q: 3 clusters Score -3490419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -3490423.000000 Penalty: 5187.440918
	Iteration 28Q: 3 clusters Score -3490423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -3490426.500000 Penalty: 5187.440918
	Iteration 29Q: 3 clusters Score -3490426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -3490427.750000 Penalty: 5187.440918
	Iteration 30Q: 3 clusters Score -3490428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -3490429.250000 Penalty: 5187.440918
	Iteration 31Q: 3 clusters Score -3490429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -3490428.250000 Penalty: 5187.440918
	Iteration 32Q: 3 clusters Score -3490428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -3490428.500000 Penalty: 5187.440918
	Iteration 33Q: 3 clusters Score -3490428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -3490433.500000 Penalty: 5187.440918
	Iteration 34Q: 3 clusters Score -3490434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -3490433.500000 Penalty: 5187.440918
	Iteration 35F: 3 clusters Score -3490434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Entering Unmasked Estep 
Score: -623662.625000 Penalty: 2206.014160
	Iteration 0F: 2 clusters Score -623662.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -617617.812500 Penalty: 4412.028320
	Iteration 0F: 3 clusters Score -617617.8 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -619245.062500 Penalty: 4412.028320
	Iteration 1F: 3 clusters Score -619245.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -619487.187500 Penalty: 4412.028320
	Iteration 2F: 3 clusters Score -619487.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -619666.875000 Penalty: 4412.028320
	Iteration 3Q: 3 clusters Score -619666.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -619847.250000 Penalty: 4412.028320
	Iteration 4Q: 3 clusters Score -619847.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -620068.187500 Penalty: 4412.028320
	Iteration 5Q: 3 clusters Score -620068.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -620385.437500 Penalty: 4412.028320
	Iteration 6Q: 3 clusters Score -620385.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -620779.375000 Penalty: 4412.028320
	Iteration 7F: 3 clusters Score -620779.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -621230.625000 Penalty: 4412.028320
	Iteration 8F: 3 clusters Score -621230.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -621702.250000 Penalty: 4412.028320
	Iteration 9F: 3 clusters Score -621702.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -622121.437500 Penalty: 4412.028320
	Iteration 10F: 3 clusters Score -622121.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -622431.937500 Penalty: 4412.028320
	Iteration 11Q: 3 clusters Score -622431.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -622641.312500 Penalty: 4412.028320
	Iteration 12Q: 3 clusters Score -622641.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -622755.750000 Penalty: 4412.028320
	Iteration 13Q: 3 clusters Score -622755.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -622813.812500 Penalty: 4412.028320
	Iteration 14Q: 3 clusters Score -622813.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -622859.562500 Penalty: 4412.028320
	Iteration 15Q: 3 clusters Score -622859.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -622876.875000 Penalty: 4412.028320
	Iteration 16Q: 3 clusters Score -622876.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -622890.125000 Penalty: 4412.028320
	Iteration 17Q: 3 clusters Score -622890.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -622895.437500 Penalty: 4412.028320
	Iteration 18Q: 3 clusters Score -622895.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -622898.250000 Penalty: 4412.028320
	Iteration 19Q: 3 clusters Score -622898.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -622902.000000 Penalty: 4412.028320
	Iteration 20F: 3 clusters Score -622902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -622905.500000 Penalty: 4412.028320
	Iteration 21Q: 3 clusters Score -622905.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -622906.750000 Penalty: 4412.028320
	Iteration 22Q: 3 clusters Score -622906.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -622907.125000 Penalty: 4412.028320
	Iteration 23Q: 3 clusters Score -622907.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -622907.750000 Penalty: 4412.028320
	Iteration 24Q: 3 clusters Score -622907.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -622911.312500 Penalty: 4412.028320
	Iteration 25Q: 3 clusters Score -622911.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -622911.187500 Penalty: 4412.028320
	Iteration 26Q: 3 clusters Score -622911.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -622911.687500 Penalty: 4412.028320
	Iteration 27Q: 3 clusters Score -622911.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -622913.812500 Penalty: 4412.028320
	Iteration 28Q: 3 clusters Score -622913.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -622916.750000 Penalty: 4412.028320
	Iteration 29Q: 3 clusters Score -622916.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -622918.687500 Penalty: 4412.028320
	Iteration 30Q: 3 clusters Score -622918.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -622919.000000 Penalty: 4412.028320
	Iteration 31Q: 3 clusters Score -622919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -622919.000000 Penalty: 4412.028320
	Iteration 32F: 3 clusters Score -622919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Entering Unmasked Estep 
Score: -1220214.750000 Penalty: 2314.145020
	Iteration 0F: 2 clusters Score -1220215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1211689.125000 Penalty: 4628.290039
	Iteration 0F: 3 clusters Score -1211689 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1214270.750000 Penalty: 4628.290039
	Iteration 1F: 3 clusters Score -1214271 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1214538.500000 Penalty: 4628.290039
	Iteration 2F: 3 clusters Score -1214538 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1214742.125000 Penalty: 4628.290039
	Iteration 3Q: 3 clusters Score -1214742 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1214909.500000 Penalty: 4628.290039
	Iteration 4Q: 3 clusters Score -1214910 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1215066.250000 Penalty: 4628.290039
	Iteration 5Q: 3 clusters Score -1215066 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1215249.875000 Penalty: 4628.290039
	Iteration 6Q: 3 clusters Score -1215250 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1215498.000000 Penalty: 4628.290039
	Iteration 7Q: 3 clusters Score -1215498 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1215831.625000 Penalty: 4628.290039
	Iteration 8Q: 3 clusters Score -1215832 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1216171.625000 Penalty: 4628.290039
	Iteration 9Q: 3 clusters Score -1216172 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1216508.500000 Penalty: 4628.290039
	Iteration 10Q: 3 clusters Score -1216508 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1216826.500000 Penalty: 4628.290039
	Iteration 11Q: 3 clusters Score -1216826 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1217155.625000 Penalty: 4628.290039
	Iteration 12Q: 3 clusters Score -1217156 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1217475.375000 Penalty: 4628.290039
	Iteration 13Q: 3 clusters Score -1217475 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1217771.250000 Penalty: 4628.290039
	Iteration 14Q: 3 clusters Score -1217771 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1218036.500000 Penalty: 4628.290039
	Iteration 15Q: 3 clusters Score -1218036 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1218247.625000 Penalty: 4628.290039
	Iteration 16Q: 3 clusters Score -1218248 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1218423.125000 Penalty: 4628.290039
	Iteration 17Q: 3 clusters Score -1218423 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1218554.500000 Penalty: 4628.290039
	Iteration 18Q: 3 clusters Score -1218554 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1218649.000000 Penalty: 4628.290039
	Iteration 19Q: 3 clusters Score -1218649 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1218707.625000 Penalty: 4628.290039
	Iteration 20F: 3 clusters Score -1218708 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1218751.000000 Penalty: 4628.290039
	Iteration 21Q: 3 clusters Score -1218751 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1218771.875000 Penalty: 4628.290039
	Iteration 22Q: 3 clusters Score -1218772 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1218787.750000 Penalty: 4628.290039
	Iteration 23Q: 3 clusters Score -1218788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1218799.000000 Penalty: 4628.290039
	Iteration 24Q: 3 clusters Score -1218799 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1218805.875000 Penalty: 4628.290039
	Iteration 25Q: 3 clusters Score -1218806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1218814.500000 Penalty: 4628.290039
	Iteration 26Q: 3 clusters Score -1218814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1218816.750000 Penalty: 4628.290039
	Iteration 27Q: 3 clusters Score -1218817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1218815.875000 Penalty: 4628.290039
	Iteration 28Q: 3 clusters Score -1218816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1218819.875000 Penalty: 4628.290039
	Iteration 29Q: 3 clusters Score -1218820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1218824.875000 Penalty: 4628.290039
	Iteration 30Q: 3 clusters Score -1218825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1218824.125000 Penalty: 4628.290039
	Iteration 31Q: 3 clusters Score -1218824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1218823.750000 Penalty: 4628.290039
	Iteration 32Q: 3 clusters Score -1218824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1218823.125000 Penalty: 4628.290039
	Iteration 33Q: 3 clusters Score -1218823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1218825.375000 Penalty: 4628.290039
	Iteration 34Q: 3 clusters Score -1218825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1218825.750000 Penalty: 4628.290039
	Iteration 35Q: 3 clusters Score -1218826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1218826.000000 Penalty: 4628.290039
	Iteration 36Q: 3 clusters Score -1218826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1218826.000000 Penalty: 4628.290039
	Iteration 37F: 3 clusters Score -1218826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Entering Unmasked Estep 
Score: -3177461.000000 Penalty: 2572.896973
	Iteration 0F: 2 clusters Score -3177461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -3155595.750000 Penalty: 5145.793945
	Iteration 0F: 3 clusters Score -3155596 nChanged 14482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -3163789.250000 Penalty: 5145.793945
	Iteration 1F: 3 clusters Score -3163789 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -3164740.500000 Penalty: 5145.793945
	Iteration 2F: 3 clusters Score -3164740 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -3165734.250000 Penalty: 5145.793945
	Iteration 3F: 3 clusters Score -3165734 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -3166850.250000 Penalty: 5145.793945
	Iteration 4F: 3 clusters Score -3166850 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -3167928.000000 Penalty: 5145.793945
	Iteration 5F: 3 clusters Score -3167928 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -3168809.750000 Penalty: 5145.793945
	Iteration 6F: 3 clusters Score -3168810 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -3169412.000000 Penalty: 5145.793945
	Iteration 7Q: 3 clusters Score -3169412 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -3169839.000000 Penalty: 5145.793945
	Iteration 8Q: 3 clusters Score -3169839 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -3170158.000000 Penalty: 5145.793945
	Iteration 9Q: 3 clusters Score -3170158 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -3170411.000000 Penalty: 5145.793945
	Iteration 10Q: 3 clusters Score -3170411 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -3170621.250000 Penalty: 5145.793945
	Iteration 11Q: 3 clusters Score -3170621 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -3170819.250000 Penalty: 5145.793945
	Iteration 12Q: 3 clusters Score -3170819 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -3171017.250000 Penalty: 5145.793945
	Iteration 13Q: 3 clusters Score -3171017 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -3171212.750000 Penalty: 5145.793945
	Iteration 14Q: 3 clusters Score -3171213 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -3171418.500000 Penalty: 5145.793945
	Iteration 15Q: 3 clusters Score -3171418 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -3171601.500000 Penalty: 5145.793945
	Iteration 16Q: 3 clusters Score -3171602 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -3171820.500000 Penalty: 5145.793945
	Iteration 17Q: 3 clusters Score -3171820 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -3172032.250000 Penalty: 5145.793945
	Iteration 18Q: 3 clusters Score -3172032 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -3172234.250000 Penalty: 5145.793945
	Iteration 19Q: 3 clusters Score -3172234 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -3172405.750000 Penalty: 5145.793945
	Iteration 20F: 3 clusters Score -3172406 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -3172607.000000 Penalty: 5145.793945
	Iteration 21Q: 3 clusters Score -3172607 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -3172759.500000 Penalty: 5145.793945
	Iteration 22Q: 3 clusters Score -3172760 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -3172939.500000 Penalty: 5145.793945
	Iteration 23Q: 3 clusters Score -3172940 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -3173105.000000 Penalty: 5145.793945
	Iteration 24Q: 3 clusters Score -3173105 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -3173240.500000 Penalty: 5145.793945
	Iteration 25Q: 3 clusters Score -3173240 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -3173361.500000 Penalty: 5145.793945
	Iteration 26Q: 3 clusters Score -3173362 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -3173480.500000 Penalty: 5145.793945
	Iteration 27Q: 3 clusters Score -3173480 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -3173595.500000 Penalty: 5145.793945
	Iteration 28Q: 3 clusters Score -3173596 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -3173705.250000 Penalty: 5145.793945
	Iteration 29Q: 3 clusters Score -3173705 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -3173840.500000 Penalty: 5145.793945
	Iteration 30Q: 3 clusters Score -3173840 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -3173958.750000 Penalty: 5145.793945
	Iteration 31Q: 3 clusters Score -3173959 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -3174083.250000 Penalty: 5145.793945
	Iteration 32Q: 3 clusters Score -3174083 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -3174195.500000 Penalty: 5145.793945
	Iteration 33Q: 3 clusters Score -3174196 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -3174303.500000 Penalty: 5145.793945
	Iteration 34Q: 3 clusters Score -3174304 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -3174389.750000 Penalty: 5145.793945
	Iteration 35Q: 3 clusters Score -3174390 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -3174470.750000 Penalty: 5145.793945
	Iteration 36Q: 3 clusters Score -3174471 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -3174548.500000 Penalty: 5145.793945
	Iteration 37Q: 3 clusters Score -3174548 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -3174622.500000 Penalty: 5145.793945
	Iteration 38Q: 3 clusters Score -3174622 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -3174675.750000 Penalty: 5145.793945
	Iteration 39Q: 3 clusters Score -3174676 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -3174720.000000 Penalty: 5145.793945
	Iteration 40F: 3 clusters Score -3174720 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -3174787.500000 Penalty: 5145.793945
	Iteration 41Q: 3 clusters Score -3174788 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -3174855.000000 Penalty: 5145.793945
	Iteration 42Q: 3 clusters Score -3174855 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -3174911.750000 Penalty: 5145.793945
	Iteration 43Q: 3 clusters Score -3174912 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -3174954.000000 Penalty: 5145.793945
	Iteration 44Q: 3 clusters Score -3174954 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -3174991.750000 Penalty: 5145.793945
	Iteration 45Q: 3 clusters Score -3174992 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -3175033.000000 Penalty: 5145.793945
	Iteration 46Q: 3 clusters Score -3175033 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -3175066.250000 Penalty: 5145.793945
	Iteration 47Q: 3 clusters Score -3175066 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -3175089.250000 Penalty: 5145.793945
	Iteration 48Q: 3 clusters Score -3175089 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -3175120.500000 Penalty: 5145.793945
	Iteration 49Q: 3 clusters Score -3175120 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -3175141.500000 Penalty: 5145.793945
	Iteration 50Q: 3 clusters Score -3175142 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -3175169.750000 Penalty: 5145.793945
	Iteration 51Q: 3 clusters Score -3175170 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -3175194.000000 Penalty: 5145.793945
	Iteration 52Q: 3 clusters Score -3175194 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -3175216.750000 Penalty: 5145.793945
	Iteration 53Q: 3 clusters Score -3175217 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -3175238.750000 Penalty: 5145.793945
	Iteration 54Q: 3 clusters Score -3175239 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -3175253.500000 Penalty: 5145.793945
	Iteration 55Q: 3 clusters Score -3175254 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -3175263.250000 Penalty: 5145.793945
	Iteration 56Q: 3 clusters Score -3175263 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -3175286.750000 Penalty: 5145.793945
	Iteration 57Q: 3 clusters Score -3175287 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -3175311.000000 Penalty: 5145.793945
	Iteration 58Q: 3 clusters Score -3175311 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -3175339.750000 Penalty: 5145.793945
	Iteration 59Q: 3 clusters Score -3175340 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -3175360.000000 Penalty: 5145.793945
	Iteration 60F: 3 clusters Score -3175360 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -3175363.750000 Penalty: 5145.793945
	Iteration 61Q: 3 clusters Score -3175364 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -3175370.500000 Penalty: 5145.793945
	Iteration 62Q: 3 clusters Score -3175370 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -3175377.250000 Penalty: 5145.793945
	Iteration 63Q: 3 clusters Score -3175377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -3175383.500000 Penalty: 5145.793945
	Iteration 64Q: 3 clusters Score -3175384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -3175389.750000 Penalty: 5145.793945
	Iteration 65Q: 3 clusters Score -3175390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -3175398.500000 Penalty: 5145.793945
	Iteration 66Q: 3 clusters Score -3175398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -3175404.500000 Penalty: 5145.793945
	Iteration 67Q: 3 clusters Score -3175404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -3175409.750000 Penalty: 5145.793945
	Iteration 68Q: 3 clusters Score -3175410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -3175408.750000 Penalty: 5145.793945
	Iteration 69Q: 3 clusters Score -3175409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -3175413.500000 Penalty: 5145.793945
	Iteration 70Q: 3 clusters Score -3175414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -3175418.250000 Penalty: 5145.793945
	Iteration 71Q: 3 clusters Score -3175418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -3175430.750000 Penalty: 5145.793945
	Iteration 72Q: 3 clusters Score -3175431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -3175433.750000 Penalty: 5145.793945
	Iteration 73Q: 3 clusters Score -3175434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -3175446.500000 Penalty: 5145.793945
	Iteration 74Q: 3 clusters Score -3175446 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -3175467.750000 Penalty: 5145.793945
	Iteration 75Q: 3 clusters Score -3175468 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -3175486.500000 Penalty: 5145.793945
	Iteration 76Q: 3 clusters Score -3175486 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -3175512.000000 Penalty: 5145.793945
	Iteration 77Q: 3 clusters Score -3175512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -3175522.750000 Penalty: 5145.793945
	Iteration 78Q: 3 clusters Score -3175523 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -3175542.500000 Penalty: 5145.793945
	Iteration 79Q: 3 clusters Score -3175542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -3175547.750000 Penalty: 5145.793945
	Iteration 80F: 3 clusters Score -3175548 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -3175569.750000 Penalty: 5145.793945
	Iteration 81Q: 3 clusters Score -3175570 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -3175600.000000 Penalty: 5145.793945
	Iteration 82Q: 3 clusters Score -3175600 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -3175621.000000 Penalty: 5145.793945
	Iteration 83Q: 3 clusters Score -3175621 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -3175638.500000 Penalty: 5145.793945
	Iteration 84Q: 3 clusters Score -3175638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -3175650.000000 Penalty: 5145.793945
	Iteration 85Q: 3 clusters Score -3175650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -3175660.000000 Penalty: 5145.793945
	Iteration 86Q: 3 clusters Score -3175660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -3175672.000000 Penalty: 5145.793945
	Iteration 87Q: 3 clusters Score -3175672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -3175677.250000 Penalty: 5145.793945
	Iteration 88Q: 3 clusters Score -3175677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -3175682.250000 Penalty: 5145.793945
	Iteration 89Q: 3 clusters Score -3175682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -3175691.750000 Penalty: 5145.793945
	Iteration 90Q: 3 clusters Score -3175692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -3175697.500000 Penalty: 5145.793945
	Iteration 91Q: 3 clusters Score -3175698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -3175699.000000 Penalty: 5145.793945
	Iteration 92Q: 3 clusters Score -3175699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -3175704.250000 Penalty: 5145.793945
	Iteration 93Q: 3 clusters Score -3175704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -3175707.250000 Penalty: 5145.793945
	Iteration 94Q: 3 clusters Score -3175707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -3175705.250000 Penalty: 5145.793945
	Iteration 95Q: 3 clusters Score -3175705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -3175705.500000 Penalty: 5145.793945
	Iteration 96Q: 3 clusters Score -3175706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -3175709.500000 Penalty: 5145.793945
	Iteration 97Q: 3 clusters Score -3175710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -3175712.750000 Penalty: 5145.793945
	Iteration 98Q: 3 clusters Score -3175713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -3175711.000000 Penalty: 5145.793945
	Iteration 99Q: 3 clusters Score -3175711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -3175711.000000 Penalty: 5145.793945
	Iteration 100F: 3 clusters Score -3175711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -603122.562500 Penalty: 2135.449463
	Iteration 0F: 2 clusters Score -603122.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -598257.375000 Penalty: 4270.898926
	Iteration 0F: 3 clusters Score -598257.4 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -599341.812500 Penalty: 4270.898926
	Iteration 1F: 3 clusters Score -599341.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -599540.375000 Penalty: 4270.898926
	Iteration 2F: 3 clusters Score -599540.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -599675.125000 Penalty: 4270.898926
	Iteration 3F: 3 clusters Score -599675.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -599778.000000 Penalty: 4270.898926
	Iteration 4Q: 3 clusters Score -599778 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -599861.625000 Penalty: 4270.898926
	Iteration 5Q: 3 clusters Score -599861.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -599935.750000 Penalty: 4270.898926
	Iteration 6Q: 3 clusters Score -599935.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -599998.187500 Penalty: 4270.898926
	Iteration 7Q: 3 clusters Score -599998.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -600059.375000 Penalty: 4270.898926
	Iteration 8Q: 3 clusters Score -600059.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -600113.562500 Penalty: 4270.898926
	Iteration 9Q: 3 clusters Score -600113.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -600155.312500 Penalty: 4270.898926
	Iteration 10Q: 3 clusters Score -600155.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -600216.625000 Penalty: 4270.898926
	Iteration 11Q: 3 clusters Score -600216.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -600280.875000 Penalty: 4270.898926
	Iteration 12Q: 3 clusters Score -600280.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -600346.625000 Penalty: 4270.898926
	Iteration 13Q: 3 clusters Score -600346.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -600400.937500 Penalty: 4270.898926
	Iteration 14Q: 3 clusters Score -600400.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -600461.187500 Penalty: 4270.898926
	Iteration 15Q: 3 clusters Score -600461.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -600522.250000 Penalty: 4270.898926
	Iteration 16Q: 3 clusters Score -600522.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -600592.375000 Penalty: 4270.898926
	Iteration 17Q: 3 clusters Score -600592.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -600669.000000 Penalty: 4270.898926
	Iteration 18Q: 3 clusters Score -600669 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -600738.812500 Penalty: 4270.898926
	Iteration 19Q: 3 clusters Score -600738.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -600804.875000 Penalty: 4270.898926
	Iteration 20F: 3 clusters Score -600804.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -600853.312500 Penalty: 4270.898926
	Iteration 21Q: 3 clusters Score -600853.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -600890.500000 Penalty: 4270.898926
	Iteration 22Q: 3 clusters Score -600890.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -600928.812500 Penalty: 4270.898926
	Iteration 23Q: 3 clusters Score -600928.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -600971.250000 Penalty: 4270.898926
	Iteration 24Q: 3 clusters Score -600971.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -601016.625000 Penalty: 4270.898926
	Iteration 25Q: 3 clusters Score -601016.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -601043.500000 Penalty: 4270.898926
	Iteration 26Q: 3 clusters Score -601043.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -601082.500000 Penalty: 4270.898926
	Iteration 27Q: 3 clusters Score -601082.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -601129.125000 Penalty: 4270.898926
	Iteration 28Q: 3 clusters Score -601129.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -601165.125000 Penalty: 4270.898926
	Iteration 29Q: 3 clusters Score -601165.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -601193.375000 Penalty: 4270.898926
	Iteration 30Q: 3 clusters Score -601193.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -601215.437500 Penalty: 4270.898926
	Iteration 31Q: 3 clusters Score -601215.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -601234.625000 Penalty: 4270.898926
	Iteration 32Q: 3 clusters Score -601234.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -601242.625000 Penalty: 4270.898926
	Iteration 33Q: 3 clusters Score -601242.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -601246.750000 Penalty: 4270.898926
	Iteration 34Q: 3 clusters Score -601246.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -601249.062500 Penalty: 4270.898926
	Iteration 35Q: 3 clusters Score -601249.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -601248.812500 Penalty: 4270.898926
	Iteration 36Q: 3 clusters Score -601248.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -601253.062500 Penalty: 4270.898926
	Iteration 37Q: 3 clusters Score -601253.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -601254.937500 Penalty: 4270.898926
	Iteration 38Q: 3 clusters Score -601254.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -601255.500000 Penalty: 4270.898926
	Iteration 39Q: 3 clusters Score -601255.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -601256.187500 Penalty: 4270.898926
	Iteration 40F: 3 clusters Score -601256.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -601257.250000 Penalty: 4270.898926
	Iteration 41Q: 3 clusters Score -601257.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -601257.250000 Penalty: 4270.898926
	Iteration 42F: 3 clusters Score -601257.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Entering Unmasked Estep 
Score: -2489093.250000 Penalty: 2488.440186
	Iteration 0F: 2 clusters Score -2489093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2473251.250000 Penalty: 4976.880371
	Iteration 0F: 3 clusters Score -2473251 nChanged 10186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2479016.750000 Penalty: 4976.880371
	Iteration 1F: 3 clusters Score -2479017 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -2479945.500000 Penalty: 4976.880371
	Iteration 2F: 3 clusters Score -2479946 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2481172.750000 Penalty: 4976.880371
	Iteration 3F: 3 clusters Score -2481173 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -2482353.000000 Penalty: 4976.880371
	Iteration 4F: 3 clusters Score -2482353 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2483375.500000 Penalty: 4976.880371
	Iteration 5F: 3 clusters Score -2483376 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2484158.500000 Penalty: 4976.880371
	Iteration 6F: 3 clusters Score -2484158 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -2484717.500000 Penalty: 4976.880371
	Iteration 7Q: 3 clusters Score -2484718 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2485129.750000 Penalty: 4976.880371
	Iteration 8Q: 3 clusters Score -2485130 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2485455.000000 Penalty: 4976.880371
	Iteration 9Q: 3 clusters Score -2485455 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -2485745.250000 Penalty: 4976.880371
	Iteration 10Q: 3 clusters Score -2485745 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2486030.750000 Penalty: 4976.880371
	Iteration 11Q: 3 clusters Score -2486031 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2486279.500000 Penalty: 4976.880371
	Iteration 12Q: 3 clusters Score -2486280 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2486528.000000 Penalty: 4976.880371
	Iteration 13Q: 3 clusters Score -2486528 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2486739.750000 Penalty: 4976.880371
	Iteration 14Q: 3 clusters Score -2486740 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2486913.750000 Penalty: 4976.880371
	Iteration 15Q: 3 clusters Score -2486914 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -2487044.500000 Penalty: 4976.880371
	Iteration 16Q: 3 clusters Score -2487044 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -2487132.750000 Penalty: 4976.880371
	Iteration 17Q: 3 clusters Score -2487133 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2487212.750000 Penalty: 4976.880371
	Iteration 18Q: 3 clusters Score -2487213 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2487275.000000 Penalty: 4976.880371
	Iteration 19Q: 3 clusters Score -2487275 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -2487323.500000 Penalty: 4976.880371
	Iteration 20F: 3 clusters Score -2487324 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -2487352.000000 Penalty: 4976.880371
	Iteration 21Q: 3 clusters Score -2487352 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2487369.250000 Penalty: 4976.880371
	Iteration 22Q: 3 clusters Score -2487369 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2487387.250000 Penalty: 4976.880371
	Iteration 23Q: 3 clusters Score -2487387 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -2487401.000000 Penalty: 4976.880371
	Iteration 24Q: 3 clusters Score -2487401 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -2487426.000000 Penalty: 4976.880371
	Iteration 25Q: 3 clusters Score -2487426 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -2487466.000000 Penalty: 4976.880371
	Iteration 26Q: 3 clusters Score -2487466 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -2487488.500000 Penalty: 4976.880371
	Iteration 27Q: 3 clusters Score -2487488 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -2487530.000000 Penalty: 4976.880371
	Iteration 28Q: 3 clusters Score -2487530 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -2487554.500000 Penalty: 4976.880371
	Iteration 29Q: 3 clusters Score -2487554 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -2487578.500000 Penalty: 4976.880371
	Iteration 30Q: 3 clusters Score -2487578 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -2487606.750000 Penalty: 4976.880371
	Iteration 31Q: 3 clusters Score -2487607 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -2487623.000000 Penalty: 4976.880371
	Iteration 32Q: 3 clusters Score -2487623 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2487640.750000 Penalty: 4976.880371
	Iteration 33Q: 3 clusters Score -2487641 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -2487660.000000 Penalty: 4976.880371
	Iteration 34Q: 3 clusters Score -2487660 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -2487674.500000 Penalty: 4976.880371
	Iteration 35Q: 3 clusters Score -2487674 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -2487687.250000 Penalty: 4976.880371
	Iteration 36Q: 3 clusters Score -2487687 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -2487696.750000 Penalty: 4976.880371
	Iteration 37Q: 3 clusters Score -2487697 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -2487705.500000 Penalty: 4976.880371
	Iteration 38Q: 3 clusters Score -2487706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2487706.000000 Penalty: 4976.880371
	Iteration 39Q: 3 clusters Score -2487706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -2487711.000000 Penalty: 4976.880371
	Iteration 40F: 3 clusters Score -2487711 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -2487713.750000 Penalty: 4976.880371
	Iteration 41Q: 3 clusters Score -2487714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -2487728.000000 Penalty: 4976.880371
	Iteration 42Q: 3 clusters Score -2487728 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -2487735.000000 Penalty: 4976.880371
	Iteration 43Q: 3 clusters Score -2487735 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -2487734.750000 Penalty: 4976.880371
	Iteration 44Q: 3 clusters Score -2487735 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -2487739.000000 Penalty: 4976.880371
	Iteration 45Q: 3 clusters Score -2487739 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -2487744.750000 Penalty: 4976.880371
	Iteration 46Q: 3 clusters Score -2487745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -2487743.500000 Penalty: 4976.880371
	Iteration 47Q: 3 clusters Score -2487744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -2487741.250000 Penalty: 4976.880371
	Iteration 48Q: 3 clusters Score -2487741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -2487743.000000 Penalty: 4976.880371
	Iteration 49Q: 3 clusters Score -2487743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -2487749.000000 Penalty: 4976.880371
	Iteration 50Q: 3 clusters Score -2487749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -2487752.250000 Penalty: 4976.880371
	Iteration 51Q: 3 clusters Score -2487752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -2487750.000000 Penalty: 4976.880371
	Iteration 52Q: 3 clusters Score -2487750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -2487746.500000 Penalty: 4976.880371
	Iteration 53Q: 3 clusters Score -2487746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -2487750.500000 Penalty: 4976.880371
	Iteration 54Q: 3 clusters Score -2487750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -2487750.750000 Penalty: 4976.880371
	Iteration 55Q: 3 clusters Score -2487751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -2487750.250000 Penalty: 4976.880371
	Iteration 56Q: 3 clusters Score -2487750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -2487748.500000 Penalty: 4976.880371
	Iteration 57Q: 3 clusters Score -2487748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -2487747.250000 Penalty: 4976.880371
	Iteration 58Q: 3 clusters Score -2487747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -2487747.500000 Penalty: 4976.880371
	Iteration 59Q: 3 clusters Score -2487748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -2487748.000000 Penalty: 4976.880371
	Iteration 60F: 3 clusters Score -2487748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -2487747.750000 Penalty: 4976.880371
	Iteration 61Q: 3 clusters Score -2487748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -2487750.750000 Penalty: 4976.880371
	Iteration 62Q: 3 clusters Score -2487751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -2487751.000000 Penalty: 4976.880371
	Iteration 63Q: 3 clusters Score -2487751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2487752.750000 Penalty: 4976.880371
	Iteration 64Q: 3 clusters Score -2487753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -2487759.750000 Penalty: 4976.880371
	Iteration 65Q: 3 clusters Score -2487760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -2487758.000000 Penalty: 4976.880371
	Iteration 66Q: 3 clusters Score -2487758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -2487759.250000 Penalty: 4976.880371
	Iteration 67Q: 3 clusters Score -2487759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -2487760.250000 Penalty: 4976.880371
	Iteration 68Q: 3 clusters Score -2487760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -2487761.500000 Penalty: 4976.880371
	Iteration 69Q: 3 clusters Score -2487762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -2487758.750000 Penalty: 4976.880371
	Iteration 70Q: 3 clusters Score -2487759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -2487763.000000 Penalty: 4976.880371
	Iteration 71Q: 3 clusters Score -2487763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -2487763.500000 Penalty: 4976.880371
	Iteration 72Q: 3 clusters Score -2487764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -2487763.000000 Penalty: 4976.880371
	Iteration 73Q: 3 clusters Score -2487763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -2487763.750000 Penalty: 4976.880371
	Iteration 74Q: 3 clusters Score -2487764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -2487763.750000 Penalty: 4976.880371
	Iteration 75F: 3 clusters Score -2487764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Entering Unmasked Estep 
Score: -2269674.750000 Penalty: 2466.256348
	Iteration 0F: 2 clusters Score -2269675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2255087.250000 Penalty: 4932.512695
	Iteration 0F: 3 clusters Score -2255087 nChanged 9086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -2260010.250000 Penalty: 4932.512695
	Iteration 1F: 3 clusters Score -2260010 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2260534.500000 Penalty: 4932.512695
	Iteration 2F: 3 clusters Score -2260534 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2260964.500000 Penalty: 4932.512695
	Iteration 3Q: 3 clusters Score -2260964 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2261381.000000 Penalty: 4932.512695
	Iteration 4Q: 3 clusters Score -2261381 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -2261788.000000 Penalty: 4932.512695
	Iteration 5Q: 3 clusters Score -2261788 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2262231.250000 Penalty: 4932.512695
	Iteration 6Q: 3 clusters Score -2262231 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2262753.500000 Penalty: 4932.512695
	Iteration 7Q: 3 clusters Score -2262754 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2263479.500000 Penalty: 4932.512695
	Iteration 8F: 3 clusters Score -2263480 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2264396.250000 Penalty: 4932.512695
	Iteration 9F: 3 clusters Score -2264396 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2265423.250000 Penalty: 4932.512695
	Iteration 10F: 3 clusters Score -2265423 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2266342.250000 Penalty: 4932.512695
	Iteration 11F: 3 clusters Score -2266342 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -2267045.000000 Penalty: 4932.512695
	Iteration 12Q: 3 clusters Score -2267045 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2267527.250000 Penalty: 4932.512695
	Iteration 13Q: 3 clusters Score -2267527 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2267884.750000 Penalty: 4932.512695
	Iteration 14Q: 3 clusters Score -2267885 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2268101.750000 Penalty: 4932.512695
	Iteration 15Q: 3 clusters Score -2268102 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2268221.000000 Penalty: 4932.512695
	Iteration 16Q: 3 clusters Score -2268221 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2268302.250000 Penalty: 4932.512695
	Iteration 17Q: 3 clusters Score -2268302 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2268364.250000 Penalty: 4932.512695
	Iteration 18Q: 3 clusters Score -2268364 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2268397.000000 Penalty: 4932.512695
	Iteration 19Q: 3 clusters Score -2268397 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2268420.500000 Penalty: 4932.512695
	Iteration 20F: 3 clusters Score -2268420 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -2268441.750000 Penalty: 4932.512695
	Iteration 21Q: 3 clusters Score -2268442 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2268464.500000 Penalty: 4932.512695
	Iteration 22Q: 3 clusters Score -2268464 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2268475.500000 Penalty: 4932.512695
	Iteration 23Q: 3 clusters Score -2268476 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -2268481.500000 Penalty: 4932.512695
	Iteration 24Q: 3 clusters Score -2268482 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2268504.000000 Penalty: 4932.512695
	Iteration 25Q: 3 clusters Score -2268504 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -2268511.000000 Penalty: 4932.512695
	Iteration 26Q: 3 clusters Score -2268511 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2268516.750000 Penalty: 4932.512695
	Iteration 27Q: 3 clusters Score -2268517 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2268523.750000 Penalty: 4932.512695
	Iteration 28Q: 3 clusters Score -2268524 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -2268523.250000 Penalty: 4932.512695
	Iteration 29Q: 3 clusters Score -2268523 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -2268532.750000 Penalty: 4932.512695
	Iteration 30Q: 3 clusters Score -2268533 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -2268544.750000 Penalty: 4932.512695
	Iteration 31Q: 3 clusters Score -2268545 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2268548.500000 Penalty: 4932.512695
	Iteration 32Q: 3 clusters Score -2268548 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2268558.000000 Penalty: 4932.512695
	Iteration 33Q: 3 clusters Score -2268558 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2268564.250000 Penalty: 4932.512695
	Iteration 34Q: 3 clusters Score -2268564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2268561.750000 Penalty: 4932.512695
	Iteration 35Q: 3 clusters Score -2268562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2268576.250000 Penalty: 4932.512695
	Iteration 36Q: 3 clusters Score -2268576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -2268576.000000 Penalty: 4932.512695
	Iteration 37Q: 3 clusters Score -2268576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2268575.750000 Penalty: 4932.512695
	Iteration 38Q: 3 clusters Score -2268576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2268584.500000 Penalty: 4932.512695
	Iteration 39Q: 3 clusters Score -2268584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2268581.500000 Penalty: 4932.512695
	Iteration 40F: 3 clusters Score -2268582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2268579.000000 Penalty: 4932.512695
	Iteration 41Q: 3 clusters Score -2268579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2268580.750000 Penalty: 4932.512695
	Iteration 42Q: 3 clusters Score -2268581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2268580.250000 Penalty: 4932.512695
	Iteration 43Q: 3 clusters Score -2268580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2268576.750000 Penalty: 4932.512695
	Iteration 44Q: 3 clusters Score -2268577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2268578.500000 Penalty: 4932.512695
	Iteration 45Q: 3 clusters Score -2268578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -2268577.250000 Penalty: 4932.512695
	Iteration 46Q: 3 clusters Score -2268577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2268578.750000 Penalty: 4932.512695
	Iteration 47Q: 3 clusters Score -2268579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -2268578.500000 Penalty: 4932.512695
	Iteration 48Q: 3 clusters Score -2268578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2268580.500000 Penalty: 4932.512695
	Iteration 49Q: 3 clusters Score -2268580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2268583.750000 Penalty: 4932.512695
	Iteration 50Q: 3 clusters Score -2268584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2268586.000000 Penalty: 4932.512695
	Iteration 51Q: 3 clusters Score -2268586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2268584.750000 Penalty: 4932.512695
	Iteration 52Q: 3 clusters Score -2268585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2268584.500000 Penalty: 4932.512695
	Iteration 53Q: 3 clusters Score -2268584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -2268586.000000 Penalty: 4932.512695
	Iteration 54Q: 3 clusters Score -2268586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2268585.250000 Penalty: 4932.512695
	Iteration 55Q: 3 clusters Score -2268585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2268583.500000 Penalty: 4932.512695
	Iteration 56Q: 3 clusters Score -2268584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2268584.750000 Penalty: 4932.512695
	Iteration 57Q: 3 clusters Score -2268585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -2268581.000000 Penalty: 4932.512695
	Iteration 58Q: 3 clusters Score -2268581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -2268584.500000 Penalty: 4932.512695
	Iteration 59Q: 3 clusters Score -2268584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2268587.500000 Penalty: 4932.512695
	Iteration 60F: 3 clusters Score -2268588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2268583.250000 Penalty: 4932.512695
	Iteration 61Q: 3 clusters Score -2268583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -2268585.750000 Penalty: 4932.512695
	Iteration 62Q: 3 clusters Score -2268586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2268585.000000 Penalty: 4932.512695
	Iteration 63Q: 3 clusters Score -2268585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2268585.500000 Penalty: 4932.512695
	Iteration 64Q: 3 clusters Score -2268586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2268585.500000 Penalty: 4932.512695
	Iteration 65F: 3 clusters Score -2268586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Entering Unmasked Estep 
Score: -1948058.125000 Penalty: 2455.605713
	Iteration 0F: 2 clusters Score -1948058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1933982.500000 Penalty: 4911.211426
	Iteration 0F: 3 clusters Score -1933982 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1939184.000000 Penalty: 4911.211426
	Iteration 1F: 3 clusters Score -1939184 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1940118.625000 Penalty: 4911.211426
	Iteration 2F: 3 clusters Score -1940119 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1941041.000000 Penalty: 4911.211426
	Iteration 3F: 3 clusters Score -1941041 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1941915.750000 Penalty: 4911.211426
	Iteration 4F: 3 clusters Score -1941916 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1942729.625000 Penalty: 4911.211426
	Iteration 5F: 3 clusters Score -1942730 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1943468.125000 Penalty: 4911.211426
	Iteration 6F: 3 clusters Score -1943468 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1944111.250000 Penalty: 4911.211426
	Iteration 7Q: 3 clusters Score -1944111 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1944658.625000 Penalty: 4911.211426
	Iteration 8Q: 3 clusters Score -1944659 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1945031.000000 Penalty: 4911.211426
	Iteration 9Q: 3 clusters Score -1945031 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1945272.875000 Penalty: 4911.211426
	Iteration 10Q: 3 clusters Score -1945273 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1945414.375000 Penalty: 4911.211426
	Iteration 11Q: 3 clusters Score -1945414 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1945543.500000 Penalty: 4911.211426
	Iteration 12Q: 3 clusters Score -1945544 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1945662.250000 Penalty: 4911.211426
	Iteration 13Q: 3 clusters Score -1945662 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1945753.125000 Penalty: 4911.211426
	Iteration 14Q: 3 clusters Score -1945753 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1945810.250000 Penalty: 4911.211426
	Iteration 15Q: 3 clusters Score -1945810 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1945860.750000 Penalty: 4911.211426
	Iteration 16Q: 3 clusters Score -1945861 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1945897.000000 Penalty: 4911.211426
	Iteration 17Q: 3 clusters Score -1945897 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1945941.500000 Penalty: 4911.211426
	Iteration 18Q: 3 clusters Score -1945942 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1945975.750000 Penalty: 4911.211426
	Iteration 19Q: 3 clusters Score -1945976 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1946017.500000 Penalty: 4911.211426
	Iteration 20F: 3 clusters Score -1946018 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1946048.250000 Penalty: 4911.211426
	Iteration 21Q: 3 clusters Score -1946048 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1946080.375000 Penalty: 4911.211426
	Iteration 22Q: 3 clusters Score -1946080 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1946108.375000 Penalty: 4911.211426
	Iteration 23Q: 3 clusters Score -1946108 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1946117.000000 Penalty: 4911.211426
	Iteration 24Q: 3 clusters Score -1946117 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1946131.375000 Penalty: 4911.211426
	Iteration 25Q: 3 clusters Score -1946131 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1946140.875000 Penalty: 4911.211426
	Iteration 26Q: 3 clusters Score -1946141 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1946144.875000 Penalty: 4911.211426
	Iteration 27Q: 3 clusters Score -1946145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1946147.375000 Penalty: 4911.211426
	Iteration 28Q: 3 clusters Score -1946147 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1946156.125000 Penalty: 4911.211426
	Iteration 29Q: 3 clusters Score -1946156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1946163.750000 Penalty: 4911.211426
	Iteration 30Q: 3 clusters Score -1946164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1946167.625000 Penalty: 4911.211426
	Iteration 31Q: 3 clusters Score -1946168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1946172.250000 Penalty: 4911.211426
	Iteration 32Q: 3 clusters Score -1946172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1946177.750000 Penalty: 4911.211426
	Iteration 33Q: 3 clusters Score -1946178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1946178.500000 Penalty: 4911.211426
	Iteration 34Q: 3 clusters Score -1946178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1946180.500000 Penalty: 4911.211426
	Iteration 35Q: 3 clusters Score -1946180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1946181.500000 Penalty: 4911.211426
	Iteration 36Q: 3 clusters Score -1946182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1946192.000000 Penalty: 4911.211426
	Iteration 37Q: 3 clusters Score -1946192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1946194.250000 Penalty: 4911.211426
	Iteration 38Q: 3 clusters Score -1946194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1946195.125000 Penalty: 4911.211426
	Iteration 39Q: 3 clusters Score -1946195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1946200.500000 Penalty: 4911.211426
	Iteration 40F: 3 clusters Score -1946200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1946202.875000 Penalty: 4911.211426
	Iteration 41Q: 3 clusters Score -1946203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1946207.125000 Penalty: 4911.211426
	Iteration 42Q: 3 clusters Score -1946207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1946207.000000 Penalty: 4911.211426
	Iteration 43Q: 3 clusters Score -1946207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1946209.125000 Penalty: 4911.211426
	Iteration 44Q: 3 clusters Score -1946209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1946219.750000 Penalty: 4911.211426
	Iteration 45Q: 3 clusters Score -1946220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1946223.125000 Penalty: 4911.211426
	Iteration 46Q: 3 clusters Score -1946223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1946226.750000 Penalty: 4911.211426
	Iteration 47Q: 3 clusters Score -1946227 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1946228.625000 Penalty: 4911.211426
	Iteration 48Q: 3 clusters Score -1946229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1946234.875000 Penalty: 4911.211426
	Iteration 49Q: 3 clusters Score -1946235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1946239.750000 Penalty: 4911.211426
	Iteration 50Q: 3 clusters Score -1946240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1946236.750000 Penalty: 4911.211426
	Iteration 51Q: 3 clusters Score -1946237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1946240.375000 Penalty: 4911.211426
	Iteration 52Q: 3 clusters Score -1946240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1946237.625000 Penalty: 4911.211426
	Iteration 53Q: 3 clusters Score -1946238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1946236.625000 Penalty: 4911.211426
	Iteration 54Q: 3 clusters Score -1946237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1946239.750000 Penalty: 4911.211426
	Iteration 55Q: 3 clusters Score -1946240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1946238.875000 Penalty: 4911.211426
	Iteration 56Q: 3 clusters Score -1946239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1946239.750000 Penalty: 4911.211426
	Iteration 57Q: 3 clusters Score -1946240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1946243.875000 Penalty: 4911.211426
	Iteration 58Q: 3 clusters Score -1946244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1946244.500000 Penalty: 4911.211426
	Iteration 59Q: 3 clusters Score -1946244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1946246.250000 Penalty: 4911.211426
	Iteration 60F: 3 clusters Score -1946246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1946247.125000 Penalty: 4911.211426
	Iteration 61Q: 3 clusters Score -1946247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1946244.000000 Penalty: 4911.211426
	Iteration 62Q: 3 clusters Score -1946244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1946247.750000 Penalty: 4911.211426
	Iteration 63Q: 3 clusters Score -1946248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1946252.125000 Penalty: 4911.211426
	Iteration 64Q: 3 clusters Score -1946252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1946256.375000 Penalty: 4911.211426
	Iteration 65Q: 3 clusters Score -1946256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1946258.875000 Penalty: 4911.211426
	Iteration 66Q: 3 clusters Score -1946259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1946263.250000 Penalty: 4911.211426
	Iteration 67Q: 3 clusters Score -1946263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1946268.000000 Penalty: 4911.211426
	Iteration 68Q: 3 clusters Score -1946268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1946268.625000 Penalty: 4911.211426
	Iteration 69Q: 3 clusters Score -1946269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1946274.875000 Penalty: 4911.211426
	Iteration 70Q: 3 clusters Score -1946275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1946277.875000 Penalty: 4911.211426
	Iteration 71Q: 3 clusters Score -1946278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1946280.000000 Penalty: 4911.211426
	Iteration 72Q: 3 clusters Score -1946280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1946280.250000 Penalty: 4911.211426
	Iteration 73Q: 3 clusters Score -1946280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1946283.875000 Penalty: 4911.211426
	Iteration 74Q: 3 clusters Score -1946284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1946289.125000 Penalty: 4911.211426
	Iteration 75Q: 3 clusters Score -1946289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1946290.000000 Penalty: 4911.211426
	Iteration 76Q: 3 clusters Score -1946290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1946290.000000 Penalty: 4911.211426
	Iteration 77Q: 3 clusters Score -1946290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1946292.125000 Penalty: 4911.211426
	Iteration 78Q: 3 clusters Score -1946292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1946292.625000 Penalty: 4911.211426
	Iteration 79Q: 3 clusters Score -1946293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1946298.875000 Penalty: 4911.211426
	Iteration 80F: 3 clusters Score -1946299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1946302.125000 Penalty: 4911.211426
	Iteration 81Q: 3 clusters Score -1946302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1946311.125000 Penalty: 4911.211426
	Iteration 82Q: 3 clusters Score -1946311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1946315.625000 Penalty: 4911.211426
	Iteration 83Q: 3 clusters Score -1946316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1946320.625000 Penalty: 4911.211426
	Iteration 84Q: 3 clusters Score -1946321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1946322.875000 Penalty: 4911.211426
	Iteration 85Q: 3 clusters Score -1946323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1946331.875000 Penalty: 4911.211426
	Iteration 86Q: 3 clusters Score -1946332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1946335.000000 Penalty: 4911.211426
	Iteration 87Q: 3 clusters Score -1946335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1946336.125000 Penalty: 4911.211426
	Iteration 88Q: 3 clusters Score -1946336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1946340.125000 Penalty: 4911.211426
	Iteration 89Q: 3 clusters Score -1946340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1946340.875000 Penalty: 4911.211426
	Iteration 90Q: 3 clusters Score -1946341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1946343.125000 Penalty: 4911.211426
	Iteration 91Q: 3 clusters Score -1946343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1946342.250000 Penalty: 4911.211426
	Iteration 92Q: 3 clusters Score -1946342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1946343.250000 Penalty: 4911.211426
	Iteration 93Q: 3 clusters Score -1946343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1946345.250000 Penalty: 4911.211426
	Iteration 94Q: 3 clusters Score -1946345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1946349.000000 Penalty: 4911.211426
	Iteration 95Q: 3 clusters Score -1946349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1946352.500000 Penalty: 4911.211426
	Iteration 96Q: 3 clusters Score -1946352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1946350.625000 Penalty: 4911.211426
	Iteration 97Q: 3 clusters Score -1946351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1946350.125000 Penalty: 4911.211426
	Iteration 98Q: 3 clusters Score -1946350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1946351.875000 Penalty: 4911.211426
	Iteration 99Q: 3 clusters Score -1946352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1946351.625000 Penalty: 4911.211426
	Iteration 100F: 3 clusters Score -1946352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1946351.875000 Penalty: 4911.211426
	Iteration 101Q: 3 clusters Score -1946352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1946351.875000 Penalty: 4911.211426
	Iteration 102F: 3 clusters Score -1946352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -35546.785156 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -35546.79 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 190 members 
Entering Unmasked Estep 
Score: -34236.250000 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -34236.25 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -34415.566406 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -34415.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34447.828125 Penalty: 2933.097656
	Iteration 2Q: 3 clusters Score -34447.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -34461.933594 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -34461.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34463.300781 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -34463.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34463.300781 Penalty: 2933.097656
	Iteration 5F: 3 clusters Score -34463.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -21776.859375 Penalty: 1350.790894
	Iteration 0F: 2 clusters Score -21776.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20570.783203 Penalty: 2701.581787
	Iteration 0F: 3 clusters Score -20570.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20651.666016 Penalty: 2701.581787
	Iteration 1F: 3 clusters Score -20651.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20671.089844 Penalty: 2701.581787
	Iteration 2Q: 3 clusters Score -20671.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20671.089844 Penalty: 2701.581787
	Iteration 3F: 3 clusters Score -20671.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Entering Unmasked Estep 
Score: -637261.687500 Penalty: 2189.720703
	Iteration 0F: 2 clusters Score -637261.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -631601.750000 Penalty: 4379.441406
	Iteration 0F: 3 clusters Score -631601.8 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -633178.312500 Penalty: 4379.441406
	Iteration 1F: 3 clusters Score -633178.3 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -633499.250000 Penalty: 4379.441406
	Iteration 2F: 3 clusters Score -633499.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -633717.312500 Penalty: 4379.441406
	Iteration 3F: 3 clusters Score -633717.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -633905.375000 Penalty: 4379.441406
	Iteration 4Q: 3 clusters Score -633905.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -634089.000000 Penalty: 4379.441406
	Iteration 5Q: 3 clusters Score -634089 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -634292.750000 Penalty: 4379.441406
	Iteration 6Q: 3 clusters Score -634292.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -634521.312500 Penalty: 4379.441406
	Iteration 7Q: 3 clusters Score -634521.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -634735.375000 Penalty: 4379.441406
	Iteration 8Q: 3 clusters Score -634735.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -634930.500000 Penalty: 4379.441406
	Iteration 9Q: 3 clusters Score -634930.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -635114.125000 Penalty: 4379.441406
	Iteration 10Q: 3 clusters Score -635114.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -635264.812500 Penalty: 4379.441406
	Iteration 11Q: 3 clusters Score -635264.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -635390.062500 Penalty: 4379.441406
	Iteration 12Q: 3 clusters Score -635390.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -635516.187500 Penalty: 4379.441406
	Iteration 13Q: 3 clusters Score -635516.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -635623.125000 Penalty: 4379.441406
	Iteration 14Q: 3 clusters Score -635623.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -635750.375000 Penalty: 4379.441406
	Iteration 15Q: 3 clusters Score -635750.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -635847.437500 Penalty: 4379.441406
	Iteration 16Q: 3 clusters Score -635847.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -635926.187500 Penalty: 4379.441406
	Iteration 17Q: 3 clusters Score -635926.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -635979.687500 Penalty: 4379.441406
	Iteration 18Q: 3 clusters Score -635979.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -636015.687500 Penalty: 4379.441406
	Iteration 19Q: 3 clusters Score -636015.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -636045.062500 Penalty: 4379.441406
	Iteration 20F: 3 clusters Score -636045.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -636060.812500 Penalty: 4379.441406
	Iteration 21Q: 3 clusters Score -636060.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -636068.437500 Penalty: 4379.441406
	Iteration 22Q: 3 clusters Score -636068.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -636077.000000 Penalty: 4379.441406
	Iteration 23Q: 3 clusters Score -636077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -636080.437500 Penalty: 4379.441406
	Iteration 24Q: 3 clusters Score -636080.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -636085.687500 Penalty: 4379.441406
	Iteration 25Q: 3 clusters Score -636085.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -636090.562500 Penalty: 4379.441406
	Iteration 26Q: 3 clusters Score -636090.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -636094.125000 Penalty: 4379.441406
	Iteration 27Q: 3 clusters Score -636094.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -636095.312500 Penalty: 4379.441406
	Iteration 28Q: 3 clusters Score -636095.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -636096.062500 Penalty: 4379.441406
	Iteration 29Q: 3 clusters Score -636096.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -636097.687500 Penalty: 4379.441406
	Iteration 30Q: 3 clusters Score -636097.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -636098.687500 Penalty: 4379.441406
	Iteration 31Q: 3 clusters Score -636098.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -636098.500000 Penalty: 4379.441406
	Iteration 32Q: 3 clusters Score -636098.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -636098.125000 Penalty: 4379.441406
	Iteration 33Q: 3 clusters Score -636098.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -636099.125000 Penalty: 4379.441406
	Iteration 34Q: 3 clusters Score -636099.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -636097.875000 Penalty: 4379.441406
	Iteration 35Q: 3 clusters Score -636097.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -636100.000000 Penalty: 4379.441406
	Iteration 36Q: 3 clusters Score -636100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -636101.500000 Penalty: 4379.441406
	Iteration 37Q: 3 clusters Score -636101.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -636100.562500 Penalty: 4379.441406
	Iteration 38Q: 3 clusters Score -636100.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -636100.562500 Penalty: 4379.441406
	Iteration 39F: 3 clusters Score -636100.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -107342.328125 Penalty: 1706.080322
	Iteration 0F: 2 clusters Score -107342.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -105393.125000 Penalty: 3412.160645
	Iteration 0F: 3 clusters Score -105393.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -105673.953125 Penalty: 3412.160645
	Iteration 1F: 3 clusters Score -105674 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -105736.703125 Penalty: 3412.160645
	Iteration 2F: 3 clusters Score -105736.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -105766.320312 Penalty: 3412.160645
	Iteration 3Q: 3 clusters Score -105766.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -105798.078125 Penalty: 3412.160645
	Iteration 4Q: 3 clusters Score -105798.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -105811.507812 Penalty: 3412.160645
	Iteration 5Q: 3 clusters Score -105811.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -105816.148438 Penalty: 3412.160645
	Iteration 6Q: 3 clusters Score -105816.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -105817.679688 Penalty: 3412.160645
	Iteration 7Q: 3 clusters Score -105817.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -105820.703125 Penalty: 3412.160645
	Iteration 8Q: 3 clusters Score -105820.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -105824.640625 Penalty: 3412.160645
	Iteration 9Q: 3 clusters Score -105824.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -105827.265625 Penalty: 3412.160645
	Iteration 10Q: 3 clusters Score -105827.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -105827.265625 Penalty: 3412.160645
	Iteration 11F: 3 clusters Score -105827.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Entering Unmasked Estep 
Score: -750916.562500 Penalty: 2289.658447
	Iteration 0F: 2 clusters Score -750916.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -743185.375000 Penalty: 4579.316895
	Iteration 0F: 3 clusters Score -743185.4 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -745887.125000 Penalty: 4579.316895
	Iteration 1F: 3 clusters Score -745887.1 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -746642.187500 Penalty: 4579.316895
	Iteration 2F: 3 clusters Score -746642.2 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -747391.062500 Penalty: 4579.316895
	Iteration 3F: 3 clusters Score -747391.1 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -748039.687500 Penalty: 4579.316895
	Iteration 4F: 3 clusters Score -748039.7 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -748597.125000 Penalty: 4579.316895
	Iteration 5F: 3 clusters Score -748597.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -749000.250000 Penalty: 4579.316895
	Iteration 6F: 3 clusters Score -749000.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -749273.187500 Penalty: 4579.316895
	Iteration 7Q: 3 clusters Score -749273.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -749440.312500 Penalty: 4579.316895
	Iteration 8Q: 3 clusters Score -749440.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -749524.812500 Penalty: 4579.316895
	Iteration 9Q: 3 clusters Score -749524.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -749575.562500 Penalty: 4579.316895
	Iteration 10Q: 3 clusters Score -749575.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -749613.312500 Penalty: 4579.316895
	Iteration 11Q: 3 clusters Score -749613.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -749641.062500 Penalty: 4579.316895
	Iteration 12Q: 3 clusters Score -749641.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -749656.000000 Penalty: 4579.316895
	Iteration 13Q: 3 clusters Score -749656 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -749671.187500 Penalty: 4579.316895
	Iteration 14Q: 3 clusters Score -749671.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -749679.812500 Penalty: 4579.316895
	Iteration 15Q: 3 clusters Score -749679.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -749689.812500 Penalty: 4579.316895
	Iteration 16Q: 3 clusters Score -749689.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -749689.500000 Penalty: 4579.316895
	Iteration 17Q: 3 clusters Score -749689.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -749692.875000 Penalty: 4579.316895
	Iteration 18Q: 3 clusters Score -749692.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -749693.250000 Penalty: 4579.316895
	Iteration 19Q: 3 clusters Score -749693.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -749693.937500 Penalty: 4579.316895
	Iteration 20F: 3 clusters Score -749693.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -749696.687500 Penalty: 4579.316895
	Iteration 21Q: 3 clusters Score -749696.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -749695.937500 Penalty: 4579.316895
	Iteration 22Q: 3 clusters Score -749695.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -749695.500000 Penalty: 4579.316895
	Iteration 23Q: 3 clusters Score -749695.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -749698.500000 Penalty: 4579.316895
	Iteration 24Q: 3 clusters Score -749698.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -749699.750000 Penalty: 4579.316895
	Iteration 25Q: 3 clusters Score -749699.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -749699.750000 Penalty: 4579.316895
	Iteration 26F: 3 clusters Score -749699.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Entering Unmasked Estep 
Score: -1471210.625000 Penalty: 2358.682373
	Iteration 0F: 2 clusters Score -1471211 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 6709 members 
Entering Unmasked Estep 
Score: -1461172.000000 Penalty: 4717.364746
	Iteration 0F: 3 clusters Score -1461172 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1464348.875000 Penalty: 4717.364746
	Iteration 1F: 3 clusters Score -1464349 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1464692.750000 Penalty: 4717.364746
	Iteration 2F: 3 clusters Score -1464693 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1464932.125000 Penalty: 4717.364746
	Iteration 3Q: 3 clusters Score -1464932 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1465121.000000 Penalty: 4717.364746
	Iteration 4Q: 3 clusters Score -1465121 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1465322.125000 Penalty: 4717.364746
	Iteration 5Q: 3 clusters Score -1465322 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1465551.625000 Penalty: 4717.364746
	Iteration 6Q: 3 clusters Score -1465552 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1465844.375000 Penalty: 4717.364746
	Iteration 7Q: 3 clusters Score -1465844 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1466168.250000 Penalty: 4717.364746
	Iteration 8Q: 3 clusters Score -1466168 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1466585.875000 Penalty: 4717.364746
	Iteration 9Q: 3 clusters Score -1466586 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1467035.875000 Penalty: 4717.364746
	Iteration 10Q: 3 clusters Score -1467036 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1467535.500000 Penalty: 4717.364746
	Iteration 11Q: 3 clusters Score -1467536 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1468010.250000 Penalty: 4717.364746
	Iteration 12Q: 3 clusters Score -1468010 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1468373.125000 Penalty: 4717.364746
	Iteration 13Q: 3 clusters Score -1468373 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1468602.000000 Penalty: 4717.364746
	Iteration 14Q: 3 clusters Score -1468602 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1468761.250000 Penalty: 4717.364746
	Iteration 15Q: 3 clusters Score -1468761 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1468865.250000 Penalty: 4717.364746
	Iteration 16Q: 3 clusters Score -1468865 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1468942.000000 Penalty: 4717.364746
	Iteration 17Q: 3 clusters Score -1468942 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1468990.625000 Penalty: 4717.364746
	Iteration 18Q: 3 clusters Score -1468991 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1469015.875000 Penalty: 4717.364746
	Iteration 19Q: 3 clusters Score -1469016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1469047.000000 Penalty: 4717.364746
	Iteration 20F: 3 clusters Score -1469047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1469064.625000 Penalty: 4717.364746
	Iteration 21Q: 3 clusters Score -1469065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1469086.250000 Penalty: 4717.364746
	Iteration 22Q: 3 clusters Score -1469086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1469090.000000 Penalty: 4717.364746
	Iteration 23Q: 3 clusters Score -1469090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1469093.375000 Penalty: 4717.364746
	Iteration 24Q: 3 clusters Score -1469093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1469103.750000 Penalty: 4717.364746
	Iteration 25Q: 3 clusters Score -1469104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1469112.500000 Penalty: 4717.364746
	Iteration 26Q: 3 clusters Score -1469112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1469120.875000 Penalty: 4717.364746
	Iteration 27Q: 3 clusters Score -1469121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1469121.375000 Penalty: 4717.364746
	Iteration 28Q: 3 clusters Score -1469121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1469122.375000 Penalty: 4717.364746
	Iteration 29Q: 3 clusters Score -1469122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1469122.875000 Penalty: 4717.364746
	Iteration 30Q: 3 clusters Score -1469123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1469122.875000 Penalty: 4717.364746
	Iteration 31F: 3 clusters Score -1469123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -95693.593750 Penalty: 1700.924072
	Iteration 0F: 2 clusters Score -95693.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -93798.773438 Penalty: 3401.848145
	Iteration 0F: 3 clusters Score -93798.77 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -94036.515625 Penalty: 3401.848145
	Iteration 1F: 3 clusters Score -94036.52 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -94118.382812 Penalty: 3401.848145
	Iteration 2F: 3 clusters Score -94118.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -94170.578125 Penalty: 3401.848145
	Iteration 3Q: 3 clusters Score -94170.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -94200.609375 Penalty: 3401.848145
	Iteration 4Q: 3 clusters Score -94200.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -94218.289062 Penalty: 3401.848145
	Iteration 5Q: 3 clusters Score -94218.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -94226.085938 Penalty: 3401.848145
	Iteration 6Q: 3 clusters Score -94226.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -94228.859375 Penalty: 3401.848145
	Iteration 7Q: 3 clusters Score -94228.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -94228.859375 Penalty: 3401.848145
	Iteration 8F: 3 clusters Score -94228.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (90189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90189 members 
Entering Unmasked Estep 
Score: -9838249.000000 Penalty: 2829.596436
	Iteration 0F: 2 clusters Score -9838249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -9778009.000000 Penalty: 5659.192871
	Iteration 0F: 3 clusters Score -9778009 nChanged 42352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 44812 members 
Entering Unmasked Estep 
Score: -9802189.000000 Penalty: 5659.192871
	Iteration 1F: 3 clusters Score -9802189 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 44723 members 
Entering Unmasked Estep 
Score: -9802893.000000 Penalty: 5659.192871
	Iteration 2Q: 3 clusters Score -9802893 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -9803571.000000 Penalty: 5659.192871
	Iteration 3Q: 3 clusters Score -9803571 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45905 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -9804279.000000 Penalty: 5659.192871
	Iteration 4Q: 3 clusters Score -9804279 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46292 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -9804937.000000 Penalty: 5659.192871
	Iteration 5Q: 3 clusters Score -9804937 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -9805667.000000 Penalty: 5659.192871
	Iteration 6Q: 3 clusters Score -9805667 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47986 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -9806579.000000 Penalty: 5659.192871
	Iteration 7Q: 3 clusters Score -9806579 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49477 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -9807639.000000 Penalty: 5659.192871
	Iteration 8Q: 3 clusters Score -9807639 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51464 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -9808850.000000 Penalty: 5659.192871
	Iteration 9Q: 3 clusters Score -9808850 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -9810604.000000 Penalty: 5659.192871
	Iteration 10Q: 3 clusters Score -9810604 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57439 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -9812758.000000 Penalty: 5659.192871
	Iteration 11Q: 3 clusters Score -9812758 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61366 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -9815677.000000 Penalty: 5659.192871
	Iteration 12F: 3 clusters Score -9815677 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65425 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -9818664.000000 Penalty: 5659.192871
	Iteration 13F: 3 clusters Score -9818664 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69407 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -9821796.000000 Penalty: 5659.192871
	Iteration 14Q: 3 clusters Score -9821796 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72937 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -9824382.000000 Penalty: 5659.192871
	Iteration 15Q: 3 clusters Score -9824382 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75858 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -9826424.000000 Penalty: 5659.192871
	Iteration 16Q: 3 clusters Score -9826424 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78407 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -9828151.000000 Penalty: 5659.192871
	Iteration 17Q: 3 clusters Score -9828151 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80574 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -9829556.000000 Penalty: 5659.192871
	Iteration 18Q: 3 clusters Score -9829556 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82519 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -9830793.000000 Penalty: 5659.192871
	Iteration 19Q: 3 clusters Score -9830793 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84216 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -9831943.000000 Penalty: 5659.192871
	Iteration 20F: 3 clusters Score -9831943 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85652 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -9832973.000000 Penalty: 5659.192871
	Iteration 21Q: 3 clusters Score -9832973 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86844 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -9833836.000000 Penalty: 5659.192871
	Iteration 22Q: 3 clusters Score -9833836 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87762 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -9834494.000000 Penalty: 5659.192871
	Iteration 23Q: 3 clusters Score -9834494 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88427 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -9834987.000000 Penalty: 5659.192871
	Iteration 24Q: 3 clusters Score -9834987 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88860 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -9835269.000000 Penalty: 5659.192871
	Iteration 25Q: 3 clusters Score -9835269 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89125 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -9835491.000000 Penalty: 5659.192871
	Iteration 26Q: 3 clusters Score -9835491 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89286 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -9835591.000000 Penalty: 5659.192871
	Iteration 27Q: 3 clusters Score -9835591 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89382 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -9835647.000000 Penalty: 5659.192871
	Iteration 28Q: 3 clusters Score -9835647 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89449 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -9835689.000000 Penalty: 5659.192871
	Iteration 29Q: 3 clusters Score -9835689 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89482 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -9835723.000000 Penalty: 5659.192871
	Iteration 30Q: 3 clusters Score -9835723 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89525 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9835779.000000 Penalty: 5659.192871
	Iteration 31Q: 3 clusters Score -9835779 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89542 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -9835777.000000 Penalty: 5659.192871
	Iteration 32Q: 3 clusters Score -9835777 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89566 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -9835805.000000 Penalty: 5659.192871
	Iteration 33Q: 3 clusters Score -9835805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89579 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -9835818.000000 Penalty: 5659.192871
	Iteration 34Q: 3 clusters Score -9835818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89589 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -9835826.000000 Penalty: 5659.192871
	Iteration 35Q: 3 clusters Score -9835826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89592 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -9835823.000000 Penalty: 5659.192871
	Iteration 36Q: 3 clusters Score -9835823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89595 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -9835826.000000 Penalty: 5659.192871
	Iteration 37Q: 3 clusters Score -9835826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89598 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9835832.000000 Penalty: 5659.192871
	Iteration 38Q: 3 clusters Score -9835832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89599 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -9835836.000000 Penalty: 5659.192871
	Iteration 39Q: 3 clusters Score -9835836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89599 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -9835838.000000 Penalty: 5659.192871
	Iteration 40F: 3 clusters Score -9835838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89598 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9835839.000000 Penalty: 5659.192871
	Iteration 41Q: 3 clusters Score -9835839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89598 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9835840.000000 Penalty: 5659.192871
	Iteration 42Q: 3 clusters Score -9835840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89597 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -9835839.000000 Penalty: 5659.192871
	Iteration 43Q: 3 clusters Score -9835839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89599 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -9835841.000000 Penalty: 5659.192871
	Iteration 44Q: 3 clusters Score -9835841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89602 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -9835843.000000 Penalty: 5659.192871
	Iteration 45Q: 3 clusters Score -9835843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89609 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -9835842.000000 Penalty: 5659.192871
	Iteration 46Q: 3 clusters Score -9835842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89612 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -9835862.000000 Penalty: 5659.192871
	Iteration 47Q: 3 clusters Score -9835862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89618 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -9835852.000000 Penalty: 5659.192871
	Iteration 48Q: 3 clusters Score -9835852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89625 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9835858.000000 Penalty: 5659.192871
	Iteration 49Q: 3 clusters Score -9835858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89626 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -9835859.000000 Penalty: 5659.192871
	Iteration 50Q: 3 clusters Score -9835859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89626 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -9835859.000000 Penalty: 5659.192871
	Iteration 51F: 3 clusters Score -9835859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (29389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Entering Unmasked Estep 
Score: -3190775.750000 Penalty: 2551.517090
	Iteration 0F: 2 clusters Score -3190776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -3170776.250000 Penalty: 5103.034180
	Iteration 0F: 3 clusters Score -3170776 nChanged 13175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -3177695.250000 Penalty: 5103.034180
	Iteration 1F: 3 clusters Score -3177695 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -3178119.500000 Penalty: 5103.034180
	Iteration 2Q: 3 clusters Score -3178120 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -3178478.000000 Penalty: 5103.034180
	Iteration 3Q: 3 clusters Score -3178478 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -3178832.250000 Penalty: 5103.034180
	Iteration 4Q: 3 clusters Score -3178832 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -3179204.750000 Penalty: 5103.034180
	Iteration 5Q: 3 clusters Score -3179205 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -3179602.250000 Penalty: 5103.034180
	Iteration 6Q: 3 clusters Score -3179602 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -3180108.250000 Penalty: 5103.034180
	Iteration 7Q: 3 clusters Score -3180108 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -3180700.500000 Penalty: 5103.034180
	Iteration 8Q: 3 clusters Score -3180700 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -3181468.000000 Penalty: 5103.034180
	Iteration 9Q: 3 clusters Score -3181468 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -3182405.750000 Penalty: 5103.034180
	Iteration 10F: 3 clusters Score -3182406 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -3183596.000000 Penalty: 5103.034180
	Iteration 11F: 3 clusters Score -3183596 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -3184942.000000 Penalty: 5103.034180
	Iteration 12F: 3 clusters Score -3184942 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -3186225.500000 Penalty: 5103.034180
	Iteration 13F: 3 clusters Score -3186226 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -3187226.250000 Penalty: 5103.034180
	Iteration 14Q: 3 clusters Score -3187226 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3187891.500000 Penalty: 5103.034180
	Iteration 15Q: 3 clusters Score -3187892 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3188278.500000 Penalty: 5103.034180
	Iteration 16Q: 3 clusters Score -3188278 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3188505.500000 Penalty: 5103.034180
	Iteration 17Q: 3 clusters Score -3188506 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3188650.500000 Penalty: 5103.034180
	Iteration 18Q: 3 clusters Score -3188650 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3188749.250000 Penalty: 5103.034180
	Iteration 19Q: 3 clusters Score -3188749 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3188819.750000 Penalty: 5103.034180
	Iteration 20F: 3 clusters Score -3188820 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3188879.000000 Penalty: 5103.034180
	Iteration 21Q: 3 clusters Score -3188879 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3188954.000000 Penalty: 5103.034180
	Iteration 22Q: 3 clusters Score -3188954 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3189003.250000 Penalty: 5103.034180
	Iteration 23Q: 3 clusters Score -3189003 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3189044.500000 Penalty: 5103.034180
	Iteration 24Q: 3 clusters Score -3189044 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3189091.750000 Penalty: 5103.034180
	Iteration 25Q: 3 clusters Score -3189092 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3189142.000000 Penalty: 5103.034180
	Iteration 26Q: 3 clusters Score -3189142 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3189194.250000 Penalty: 5103.034180
	Iteration 27Q: 3 clusters Score -3189194 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3189252.000000 Penalty: 5103.034180
	Iteration 28Q: 3 clusters Score -3189252 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3189303.500000 Penalty: 5103.034180
	Iteration 29Q: 3 clusters Score -3189304 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3189373.250000 Penalty: 5103.034180
	Iteration 30Q: 3 clusters Score -3189373 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3189413.750000 Penalty: 5103.034180
	Iteration 31Q: 3 clusters Score -3189414 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3189456.750000 Penalty: 5103.034180
	Iteration 32Q: 3 clusters Score -3189457 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3189491.500000 Penalty: 5103.034180
	Iteration 33Q: 3 clusters Score -3189492 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3189514.500000 Penalty: 5103.034180
	Iteration 34Q: 3 clusters Score -3189514 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3189539.250000 Penalty: 5103.034180
	Iteration 35Q: 3 clusters Score -3189539 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3189558.250000 Penalty: 5103.034180
	Iteration 36Q: 3 clusters Score -3189558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3189568.250000 Penalty: 5103.034180
	Iteration 37Q: 3 clusters Score -3189568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3189581.750000 Penalty: 5103.034180
	Iteration 38Q: 3 clusters Score -3189582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3189582.750000 Penalty: 5103.034180
	Iteration 39Q: 3 clusters Score -3189583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3189604.750000 Penalty: 5103.034180
	Iteration 40F: 3 clusters Score -3189605 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3189620.000000 Penalty: 5103.034180
	Iteration 41Q: 3 clusters Score -3189620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3189625.250000 Penalty: 5103.034180
	Iteration 42Q: 3 clusters Score -3189625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3189625.250000 Penalty: 5103.034180
	Iteration 43Q: 3 clusters Score -3189625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3189628.250000 Penalty: 5103.034180
	Iteration 44Q: 3 clusters Score -3189628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3189629.750000 Penalty: 5103.034180
	Iteration 45Q: 3 clusters Score -3189630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3189633.250000 Penalty: 5103.034180
	Iteration 46Q: 3 clusters Score -3189633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3189640.750000 Penalty: 5103.034180
	Iteration 47Q: 3 clusters Score -3189641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3189644.000000 Penalty: 5103.034180
	Iteration 48Q: 3 clusters Score -3189644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3189649.750000 Penalty: 5103.034180
	Iteration 49Q: 3 clusters Score -3189650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3189652.500000 Penalty: 5103.034180
	Iteration 50Q: 3 clusters Score -3189652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3189654.500000 Penalty: 5103.034180
	Iteration 51Q: 3 clusters Score -3189654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3189656.250000 Penalty: 5103.034180
	Iteration 52Q: 3 clusters Score -3189656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3189654.500000 Penalty: 5103.034180
	Iteration 53Q: 3 clusters Score -3189654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3189655.500000 Penalty: 5103.034180
	Iteration 54Q: 3 clusters Score -3189656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3189655.500000 Penalty: 5103.034180
	Iteration 55F: 3 clusters Score -3189656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Entering Unmasked Estep 
Score: -923270.125000 Penalty: 2267.655762
	Iteration 0F: 2 clusters Score -923270.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -916024.187500 Penalty: 4535.311523
	Iteration 0F: 3 clusters Score -916024.2 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -918186.437500 Penalty: 4535.311523
	Iteration 1F: 3 clusters Score -918186.4 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -918541.875000 Penalty: 4535.311523
	Iteration 2F: 3 clusters Score -918541.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -918819.812500 Penalty: 4535.311523
	Iteration 3F: 3 clusters Score -918819.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -919036.625000 Penalty: 4535.311523
	Iteration 4Q: 3 clusters Score -919036.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -919209.562500 Penalty: 4535.311523
	Iteration 5Q: 3 clusters Score -919209.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -919398.750000 Penalty: 4535.311523
	Iteration 6Q: 3 clusters Score -919398.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -919579.875000 Penalty: 4535.311523
	Iteration 7Q: 3 clusters Score -919579.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -919737.375000 Penalty: 4535.311523
	Iteration 8Q: 3 clusters Score -919737.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -919867.250000 Penalty: 4535.311523
	Iteration 9Q: 3 clusters Score -919867.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -919962.812500 Penalty: 4535.311523
	Iteration 10Q: 3 clusters Score -919962.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -920033.562500 Penalty: 4535.311523
	Iteration 11Q: 3 clusters Score -920033.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -920087.687500 Penalty: 4535.311523
	Iteration 12Q: 3 clusters Score -920087.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -920128.062500 Penalty: 4535.311523
	Iteration 13Q: 3 clusters Score -920128.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -920165.500000 Penalty: 4535.311523
	Iteration 14Q: 3 clusters Score -920165.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -920199.312500 Penalty: 4535.311523
	Iteration 15Q: 3 clusters Score -920199.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -920235.625000 Penalty: 4535.311523
	Iteration 16Q: 3 clusters Score -920235.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -920259.375000 Penalty: 4535.311523
	Iteration 17Q: 3 clusters Score -920259.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -920278.250000 Penalty: 4535.311523
	Iteration 18Q: 3 clusters Score -920278.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -920298.937500 Penalty: 4535.311523
	Iteration 19Q: 3 clusters Score -920298.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -920320.937500 Penalty: 4535.311523
	Iteration 20F: 3 clusters Score -920320.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -920348.500000 Penalty: 4535.311523
	Iteration 21Q: 3 clusters Score -920348.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -920376.437500 Penalty: 4535.311523
	Iteration 22Q: 3 clusters Score -920376.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -920397.437500 Penalty: 4535.311523
	Iteration 23Q: 3 clusters Score -920397.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -920421.000000 Penalty: 4535.311523
	Iteration 24Q: 3 clusters Score -920421 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -920446.125000 Penalty: 4535.311523
	Iteration 25Q: 3 clusters Score -920446.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -920475.875000 Penalty: 4535.311523
	Iteration 26Q: 3 clusters Score -920475.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -920497.875000 Penalty: 4535.311523
	Iteration 27Q: 3 clusters Score -920497.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -920520.937500 Penalty: 4535.311523
	Iteration 28Q: 3 clusters Score -920520.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -920539.312500 Penalty: 4535.311523
	Iteration 29Q: 3 clusters Score -920539.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -920564.062500 Penalty: 4535.311523
	Iteration 30Q: 3 clusters Score -920564.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -920590.062500 Penalty: 4535.311523
	Iteration 31Q: 3 clusters Score -920590.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -920619.562500 Penalty: 4535.311523
	Iteration 32Q: 3 clusters Score -920619.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -920652.687500 Penalty: 4535.311523
	Iteration 33Q: 3 clusters Score -920652.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -920688.312500 Penalty: 4535.311523
	Iteration 34Q: 3 clusters Score -920688.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -920737.625000 Penalty: 4535.311523
	Iteration 35Q: 3 clusters Score -920737.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -920788.625000 Penalty: 4535.311523
	Iteration 36Q: 3 clusters Score -920788.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -920831.625000 Penalty: 4535.311523
	Iteration 37Q: 3 clusters Score -920831.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -920866.312500 Penalty: 4535.311523
	Iteration 38Q: 3 clusters Score -920866.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -920893.687500 Penalty: 4535.311523
	Iteration 39Q: 3 clusters Score -920893.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -920917.562500 Penalty: 4535.311523
	Iteration 40F: 3 clusters Score -920917.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -920937.187500 Penalty: 4535.311523
	Iteration 41Q: 3 clusters Score -920937.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -920954.500000 Penalty: 4535.311523
	Iteration 42Q: 3 clusters Score -920954.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -920970.312500 Penalty: 4535.311523
	Iteration 43Q: 3 clusters Score -920970.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -920989.500000 Penalty: 4535.311523
	Iteration 44Q: 3 clusters Score -920989.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -921001.625000 Penalty: 4535.311523
	Iteration 45Q: 3 clusters Score -921001.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -921025.000000 Penalty: 4535.311523
	Iteration 46Q: 3 clusters Score -921025 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -921044.312500 Penalty: 4535.311523
	Iteration 47Q: 3 clusters Score -921044.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -921065.937500 Penalty: 4535.311523
	Iteration 48Q: 3 clusters Score -921065.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -921088.812500 Penalty: 4535.311523
	Iteration 49Q: 3 clusters Score -921088.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -921110.625000 Penalty: 4535.311523
	Iteration 50Q: 3 clusters Score -921110.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -921133.937500 Penalty: 4535.311523
	Iteration 51Q: 3 clusters Score -921133.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -921156.812500 Penalty: 4535.311523
	Iteration 52Q: 3 clusters Score -921156.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -921175.062500 Penalty: 4535.311523
	Iteration 53Q: 3 clusters Score -921175.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -921186.500000 Penalty: 4535.311523
	Iteration 54Q: 3 clusters Score -921186.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -921204.062500 Penalty: 4535.311523
	Iteration 55Q: 3 clusters Score -921204.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -921220.937500 Penalty: 4535.311523
	Iteration 56Q: 3 clusters Score -921220.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -921232.937500 Penalty: 4535.311523
	Iteration 57Q: 3 clusters Score -921232.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -921242.687500 Penalty: 4535.311523
	Iteration 58Q: 3 clusters Score -921242.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -921259.437500 Penalty: 4535.311523
	Iteration 59Q: 3 clusters Score -921259.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -921271.625000 Penalty: 4535.311523
	Iteration 60F: 3 clusters Score -921271.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -921281.437500 Penalty: 4535.311523
	Iteration 61Q: 3 clusters Score -921281.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -921287.937500 Penalty: 4535.311523
	Iteration 62Q: 3 clusters Score -921287.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -921294.437500 Penalty: 4535.311523
	Iteration 63Q: 3 clusters Score -921294.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -921295.937500 Penalty: 4535.311523
	Iteration 64Q: 3 clusters Score -921295.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -921302.937500 Penalty: 4535.311523
	Iteration 65Q: 3 clusters Score -921302.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -921308.875000 Penalty: 4535.311523
	Iteration 66Q: 3 clusters Score -921308.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -921317.625000 Penalty: 4535.311523
	Iteration 67Q: 3 clusters Score -921317.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -921329.187500 Penalty: 4535.311523
	Iteration 68Q: 3 clusters Score -921329.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -921337.687500 Penalty: 4535.311523
	Iteration 69Q: 3 clusters Score -921337.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -921349.625000 Penalty: 4535.311523
	Iteration 70Q: 3 clusters Score -921349.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -921358.187500 Penalty: 4535.311523
	Iteration 71Q: 3 clusters Score -921358.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -921362.312500 Penalty: 4535.311523
	Iteration 72Q: 3 clusters Score -921362.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -921369.750000 Penalty: 4535.311523
	Iteration 73Q: 3 clusters Score -921369.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -921371.000000 Penalty: 4535.311523
	Iteration 74Q: 3 clusters Score -921371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -921372.937500 Penalty: 4535.311523
	Iteration 75Q: 3 clusters Score -921372.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -921377.812500 Penalty: 4535.311523
	Iteration 76Q: 3 clusters Score -921377.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -921381.125000 Penalty: 4535.311523
	Iteration 77Q: 3 clusters Score -921381.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -921385.687500 Penalty: 4535.311523
	Iteration 78Q: 3 clusters Score -921385.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -921390.625000 Penalty: 4535.311523
	Iteration 79Q: 3 clusters Score -921390.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -921397.437500 Penalty: 4535.311523
	Iteration 80F: 3 clusters Score -921397.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -921404.312500 Penalty: 4535.311523
	Iteration 81Q: 3 clusters Score -921404.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -921410.125000 Penalty: 4535.311523
	Iteration 82Q: 3 clusters Score -921410.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -921415.312500 Penalty: 4535.311523
	Iteration 83Q: 3 clusters Score -921415.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -921422.000000 Penalty: 4535.311523
	Iteration 84Q: 3 clusters Score -921422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -921424.312500 Penalty: 4535.311523
	Iteration 85Q: 3 clusters Score -921424.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -921431.812500 Penalty: 4535.311523
	Iteration 86Q: 3 clusters Score -921431.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -921443.562500 Penalty: 4535.311523
	Iteration 87Q: 3 clusters Score -921443.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -921449.562500 Penalty: 4535.311523
	Iteration 88Q: 3 clusters Score -921449.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -921456.812500 Penalty: 4535.311523
	Iteration 89Q: 3 clusters Score -921456.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -921460.625000 Penalty: 4535.311523
	Iteration 90Q: 3 clusters Score -921460.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -921470.125000 Penalty: 4535.311523
	Iteration 91Q: 3 clusters Score -921470.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -921476.187500 Penalty: 4535.311523
	Iteration 92Q: 3 clusters Score -921476.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -921480.562500 Penalty: 4535.311523
	Iteration 93Q: 3 clusters Score -921480.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -921483.312500 Penalty: 4535.311523
	Iteration 94Q: 3 clusters Score -921483.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -921485.312500 Penalty: 4535.311523
	Iteration 95Q: 3 clusters Score -921485.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -921487.750000 Penalty: 4535.311523
	Iteration 96Q: 3 clusters Score -921487.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -921487.062500 Penalty: 4535.311523
	Iteration 97Q: 3 clusters Score -921487.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -921489.750000 Penalty: 4535.311523
	Iteration 98Q: 3 clusters Score -921489.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -921491.875000 Penalty: 4535.311523
	Iteration 99Q: 3 clusters Score -921491.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -921495.062500 Penalty: 4535.311523
	Iteration 100F: 3 clusters Score -921495.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -921494.187500 Penalty: 4535.311523
	Iteration 101Q: 3 clusters Score -921494.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -921494.187500 Penalty: 4535.311523
	Iteration 102F: 3 clusters Score -921494.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Entering Unmasked Estep 
Score: -549345.625000 Penalty: 2157.438477
	Iteration 0F: 2 clusters Score -549345.6 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 3021 members 
Entering Unmasked Estep 
Score: -544183.250000 Penalty: 4314.876953
	Iteration 0F: 3 clusters Score -544183.2 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -545535.500000 Penalty: 4314.876953
	Iteration 1F: 3 clusters Score -545535.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -545802.625000 Penalty: 4314.876953
	Iteration 2F: 3 clusters Score -545802.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -545966.875000 Penalty: 4314.876953
	Iteration 3F: 3 clusters Score -545966.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -546088.125000 Penalty: 4314.876953
	Iteration 4Q: 3 clusters Score -546088.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -546194.500000 Penalty: 4314.876953
	Iteration 5Q: 3 clusters Score -546194.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -546286.562500 Penalty: 4314.876953
	Iteration 6Q: 3 clusters Score -546286.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -546384.750000 Penalty: 4314.876953
	Iteration 7Q: 3 clusters Score -546384.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -546480.250000 Penalty: 4314.876953
	Iteration 8Q: 3 clusters Score -546480.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -546562.562500 Penalty: 4314.876953
	Iteration 9Q: 3 clusters Score -546562.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -546641.625000 Penalty: 4314.876953
	Iteration 10Q: 3 clusters Score -546641.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -546717.750000 Penalty: 4314.876953
	Iteration 11Q: 3 clusters Score -546717.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -546779.250000 Penalty: 4314.876953
	Iteration 12Q: 3 clusters Score -546779.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -546834.750000 Penalty: 4314.876953
	Iteration 13Q: 3 clusters Score -546834.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -546890.375000 Penalty: 4314.876953
	Iteration 14Q: 3 clusters Score -546890.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -546949.125000 Penalty: 4314.876953
	Iteration 15Q: 3 clusters Score -546949.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -546999.375000 Penalty: 4314.876953
	Iteration 16Q: 3 clusters Score -546999.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -547057.312500 Penalty: 4314.876953
	Iteration 17Q: 3 clusters Score -547057.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -547117.500000 Penalty: 4314.876953
	Iteration 18Q: 3 clusters Score -547117.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -547172.625000 Penalty: 4314.876953
	Iteration 19Q: 3 clusters Score -547172.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -547231.625000 Penalty: 4314.876953
	Iteration 20F: 3 clusters Score -547231.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -547289.187500 Penalty: 4314.876953
	Iteration 21Q: 3 clusters Score -547289.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -547338.062500 Penalty: 4314.876953
	Iteration 22Q: 3 clusters Score -547338.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -547379.562500 Penalty: 4314.876953
	Iteration 23Q: 3 clusters Score -547379.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -547405.312500 Penalty: 4314.876953
	Iteration 24Q: 3 clusters Score -547405.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -547421.437500 Penalty: 4314.876953
	Iteration 25Q: 3 clusters Score -547421.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -547440.812500 Penalty: 4314.876953
	Iteration 26Q: 3 clusters Score -547440.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -547456.312500 Penalty: 4314.876953
	Iteration 27Q: 3 clusters Score -547456.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -547480.250000 Penalty: 4314.876953
	Iteration 28Q: 3 clusters Score -547480.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -547507.125000 Penalty: 4314.876953
	Iteration 29Q: 3 clusters Score -547507.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -547527.250000 Penalty: 4314.876953
	Iteration 30Q: 3 clusters Score -547527.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -547542.312500 Penalty: 4314.876953
	Iteration 31Q: 3 clusters Score -547542.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -547556.750000 Penalty: 4314.876953
	Iteration 32Q: 3 clusters Score -547556.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -547573.375000 Penalty: 4314.876953
	Iteration 33Q: 3 clusters Score -547573.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -547591.250000 Penalty: 4314.876953
	Iteration 34Q: 3 clusters Score -547591.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -547604.375000 Penalty: 4314.876953
	Iteration 35Q: 3 clusters Score -547604.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -547620.312500 Penalty: 4314.876953
	Iteration 36Q: 3 clusters Score -547620.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -547633.687500 Penalty: 4314.876953
	Iteration 37Q: 3 clusters Score -547633.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -547642.812500 Penalty: 4314.876953
	Iteration 38Q: 3 clusters Score -547642.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -547650.687500 Penalty: 4314.876953
	Iteration 39Q: 3 clusters Score -547650.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -547656.125000 Penalty: 4314.876953
	Iteration 40F: 3 clusters Score -547656.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -547661.250000 Penalty: 4314.876953
	Iteration 41Q: 3 clusters Score -547661.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -547664.625000 Penalty: 4314.876953
	Iteration 42Q: 3 clusters Score -547664.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -547670.500000 Penalty: 4314.876953
	Iteration 43Q: 3 clusters Score -547670.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -547673.562500 Penalty: 4314.876953
	Iteration 44Q: 3 clusters Score -547673.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -547674.187500 Penalty: 4314.876953
	Iteration 45Q: 3 clusters Score -547674.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -547675.000000 Penalty: 4314.876953
	Iteration 46Q: 3 clusters Score -547675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -547677.125000 Penalty: 4314.876953
	Iteration 47Q: 3 clusters Score -547677.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -547677.875000 Penalty: 4314.876953
	Iteration 48Q: 3 clusters Score -547677.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -547677.875000 Penalty: 4314.876953
	Iteration 49F: 3 clusters Score -547677.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Entering Unmasked Estep 
Score: -951937.312500 Penalty: 2253.670654
	Iteration 0F: 2 clusters Score -951937.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -944961.000000 Penalty: 4507.341309
	Iteration 0F: 3 clusters Score -944961 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -946987.562500 Penalty: 4507.341309
	Iteration 1F: 3 clusters Score -946987.6 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -947306.375000 Penalty: 4507.341309
	Iteration 2F: 3 clusters Score -947306.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -947612.750000 Penalty: 4507.341309
	Iteration 3F: 3 clusters Score -947612.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -947880.625000 Penalty: 4507.341309
	Iteration 4F: 3 clusters Score -947880.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -948100.750000 Penalty: 4507.341309
	Iteration 5Q: 3 clusters Score -948100.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -948328.062500 Penalty: 4507.341309
	Iteration 6Q: 3 clusters Score -948328.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -948538.687500 Penalty: 4507.341309
	Iteration 7Q: 3 clusters Score -948538.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -948750.750000 Penalty: 4507.341309
	Iteration 8Q: 3 clusters Score -948750.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -948979.125000 Penalty: 4507.341309
	Iteration 9Q: 3 clusters Score -948979.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -949214.625000 Penalty: 4507.341309
	Iteration 10Q: 3 clusters Score -949214.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -949481.312500 Penalty: 4507.341309
	Iteration 11Q: 3 clusters Score -949481.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -949722.312500 Penalty: 4507.341309
	Iteration 12Q: 3 clusters Score -949722.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -949888.500000 Penalty: 4507.341309
	Iteration 13Q: 3 clusters Score -949888.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -950017.000000 Penalty: 4507.341309
	Iteration 14Q: 3 clusters Score -950017 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -950101.250000 Penalty: 4507.341309
	Iteration 15Q: 3 clusters Score -950101.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -950177.562500 Penalty: 4507.341309
	Iteration 16Q: 3 clusters Score -950177.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -950230.187500 Penalty: 4507.341309
	Iteration 17Q: 3 clusters Score -950230.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -950264.937500 Penalty: 4507.341309
	Iteration 18Q: 3 clusters Score -950264.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -950294.250000 Penalty: 4507.341309
	Iteration 19Q: 3 clusters Score -950294.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -950314.187500 Penalty: 4507.341309
	Iteration 20F: 3 clusters Score -950314.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -950324.687500 Penalty: 4507.341309
	Iteration 21Q: 3 clusters Score -950324.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -950338.437500 Penalty: 4507.341309
	Iteration 22Q: 3 clusters Score -950338.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -950352.875000 Penalty: 4507.341309
	Iteration 23Q: 3 clusters Score -950352.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -950364.062500 Penalty: 4507.341309
	Iteration 24Q: 3 clusters Score -950364.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -950370.687500 Penalty: 4507.341309
	Iteration 25Q: 3 clusters Score -950370.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -950376.062500 Penalty: 4507.341309
	Iteration 26Q: 3 clusters Score -950376.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -950385.562500 Penalty: 4507.341309
	Iteration 27Q: 3 clusters Score -950385.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -950391.250000 Penalty: 4507.341309
	Iteration 28Q: 3 clusters Score -950391.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -950399.812500 Penalty: 4507.341309
	Iteration 29Q: 3 clusters Score -950399.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -950410.250000 Penalty: 4507.341309
	Iteration 30Q: 3 clusters Score -950410.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -950423.000000 Penalty: 4507.341309
	Iteration 31Q: 3 clusters Score -950423 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -950427.750000 Penalty: 4507.341309
	Iteration 32Q: 3 clusters Score -950427.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -950432.937500 Penalty: 4507.341309
	Iteration 33Q: 3 clusters Score -950432.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -950438.750000 Penalty: 4507.341309
	Iteration 34Q: 3 clusters Score -950438.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -950447.125000 Penalty: 4507.341309
	Iteration 35Q: 3 clusters Score -950447.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -950451.437500 Penalty: 4507.341309
	Iteration 36Q: 3 clusters Score -950451.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -950455.687500 Penalty: 4507.341309
	Iteration 37Q: 3 clusters Score -950455.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -950456.187500 Penalty: 4507.341309
	Iteration 38Q: 3 clusters Score -950456.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -950459.187500 Penalty: 4507.341309
	Iteration 39Q: 3 clusters Score -950459.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -950461.875000 Penalty: 4507.341309
	Iteration 40F: 3 clusters Score -950461.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -950461.687500 Penalty: 4507.341309
	Iteration 41Q: 3 clusters Score -950461.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -950462.187500 Penalty: 4507.341309
	Iteration 42Q: 3 clusters Score -950462.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -950462.250000 Penalty: 4507.341309
	Iteration 43Q: 3 clusters Score -950462.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -950462.250000 Penalty: 4507.341309
	Iteration 44Q: 3 clusters Score -950462.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -950462.125000 Penalty: 4507.341309
	Iteration 45Q: 3 clusters Score -950462.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -950461.687500 Penalty: 4507.341309
	Iteration 46Q: 3 clusters Score -950461.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -950461.437500 Penalty: 4507.341309
	Iteration 47Q: 3 clusters Score -950461.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -950461.437500 Penalty: 4507.341309
	Iteration 48F: 3 clusters Score -950461.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Entering Unmasked Estep 
Score: -1557336.125000 Penalty: 2369.919434
	Iteration 0F: 2 clusters Score -1557336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1546996.625000 Penalty: 4739.838867
	Iteration 0F: 3 clusters Score -1546997 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1550324.000000 Penalty: 4739.838867
	Iteration 1F: 3 clusters Score -1550324 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1550618.875000 Penalty: 4739.838867
	Iteration 2F: 3 clusters Score -1550619 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1550818.750000 Penalty: 4739.838867
	Iteration 3Q: 3 clusters Score -1550819 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1550970.500000 Penalty: 4739.838867
	Iteration 4Q: 3 clusters Score -1550970 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1551095.375000 Penalty: 4739.838867
	Iteration 5Q: 3 clusters Score -1551095 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1551238.875000 Penalty: 4739.838867
	Iteration 6Q: 3 clusters Score -1551239 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1551389.375000 Penalty: 4739.838867
	Iteration 7Q: 3 clusters Score -1551389 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1551545.750000 Penalty: 4739.838867
	Iteration 8Q: 3 clusters Score -1551546 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1551709.750000 Penalty: 4739.838867
	Iteration 9Q: 3 clusters Score -1551710 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1551882.875000 Penalty: 4739.838867
	Iteration 10Q: 3 clusters Score -1551883 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1552098.375000 Penalty: 4739.838867
	Iteration 11Q: 3 clusters Score -1552098 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1552376.500000 Penalty: 4739.838867
	Iteration 12Q: 3 clusters Score -1552376 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1552721.500000 Penalty: 4739.838867
	Iteration 13Q: 3 clusters Score -1552722 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1553132.500000 Penalty: 4739.838867
	Iteration 14Q: 3 clusters Score -1553132 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1553604.125000 Penalty: 4739.838867
	Iteration 15Q: 3 clusters Score -1553604 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1554094.500000 Penalty: 4739.838867
	Iteration 16Q: 3 clusters Score -1554094 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1554469.000000 Penalty: 4739.838867
	Iteration 17Q: 3 clusters Score -1554469 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1554735.000000 Penalty: 4739.838867
	Iteration 18Q: 3 clusters Score -1554735 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1554916.500000 Penalty: 4739.838867
	Iteration 19Q: 3 clusters Score -1554916 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1555039.500000 Penalty: 4739.838867
	Iteration 20F: 3 clusters Score -1555040 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1555105.625000 Penalty: 4739.838867
	Iteration 21Q: 3 clusters Score -1555106 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1555151.250000 Penalty: 4739.838867
	Iteration 22Q: 3 clusters Score -1555151 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1555180.375000 Penalty: 4739.838867
	Iteration 23Q: 3 clusters Score -1555180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1555199.250000 Penalty: 4739.838867
	Iteration 24Q: 3 clusters Score -1555199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1555218.000000 Penalty: 4739.838867
	Iteration 25Q: 3 clusters Score -1555218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1555233.125000 Penalty: 4739.838867
	Iteration 26Q: 3 clusters Score -1555233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1555246.625000 Penalty: 4739.838867
	Iteration 27Q: 3 clusters Score -1555247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1555253.625000 Penalty: 4739.838867
	Iteration 28Q: 3 clusters Score -1555254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1555261.000000 Penalty: 4739.838867
	Iteration 29Q: 3 clusters Score -1555261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1555266.500000 Penalty: 4739.838867
	Iteration 30Q: 3 clusters Score -1555266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1555269.000000 Penalty: 4739.838867
	Iteration 31Q: 3 clusters Score -1555269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1555274.875000 Penalty: 4739.838867
	Iteration 32Q: 3 clusters Score -1555275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1555279.875000 Penalty: 4739.838867
	Iteration 33Q: 3 clusters Score -1555280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1555281.500000 Penalty: 4739.838867
	Iteration 34Q: 3 clusters Score -1555282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1555286.250000 Penalty: 4739.838867
	Iteration 35Q: 3 clusters Score -1555286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1555291.250000 Penalty: 4739.838867
	Iteration 36Q: 3 clusters Score -1555291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1555289.875000 Penalty: 4739.838867
	Iteration 37Q: 3 clusters Score -1555290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1555294.125000 Penalty: 4739.838867
	Iteration 38Q: 3 clusters Score -1555294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1555294.500000 Penalty: 4739.838867
	Iteration 39Q: 3 clusters Score -1555294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1555294.500000 Penalty: 4739.838867
	Iteration 40F: 3 clusters Score -1555294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Entering Unmasked Estep 
Score: -568892.187500 Penalty: 2122.133789
	Iteration 0F: 2 clusters Score -568892.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -564249.000000 Penalty: 4244.267578
	Iteration 0F: 3 clusters Score -564249 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -565374.687500 Penalty: 4244.267578
	Iteration 1F: 3 clusters Score -565374.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -565575.250000 Penalty: 4244.267578
	Iteration 2F: 3 clusters Score -565575.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -565706.250000 Penalty: 4244.267578
	Iteration 3F: 3 clusters Score -565706.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -565788.875000 Penalty: 4244.267578
	Iteration 4Q: 3 clusters Score -565788.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -565863.062500 Penalty: 4244.267578
	Iteration 5Q: 3 clusters Score -565863.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -565932.437500 Penalty: 4244.267578
	Iteration 6Q: 3 clusters Score -565932.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -565991.125000 Penalty: 4244.267578
	Iteration 7Q: 3 clusters Score -565991.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -566044.687500 Penalty: 4244.267578
	Iteration 8Q: 3 clusters Score -566044.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -566088.625000 Penalty: 4244.267578
	Iteration 9Q: 3 clusters Score -566088.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -566127.687500 Penalty: 4244.267578
	Iteration 10Q: 3 clusters Score -566127.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -566170.625000 Penalty: 4244.267578
	Iteration 11Q: 3 clusters Score -566170.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -566215.812500 Penalty: 4244.267578
	Iteration 12Q: 3 clusters Score -566215.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -566267.000000 Penalty: 4244.267578
	Iteration 13Q: 3 clusters Score -566267 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -566314.375000 Penalty: 4244.267578
	Iteration 14Q: 3 clusters Score -566314.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -566353.062500 Penalty: 4244.267578
	Iteration 15Q: 3 clusters Score -566353.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -566401.437500 Penalty: 4244.267578
	Iteration 16Q: 3 clusters Score -566401.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -566446.812500 Penalty: 4244.267578
	Iteration 17Q: 3 clusters Score -566446.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -566488.625000 Penalty: 4244.267578
	Iteration 18Q: 3 clusters Score -566488.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -566542.750000 Penalty: 4244.267578
	Iteration 19Q: 3 clusters Score -566542.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -566589.000000 Penalty: 4244.267578
	Iteration 20F: 3 clusters Score -566589 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -566619.812500 Penalty: 4244.267578
	Iteration 21Q: 3 clusters Score -566619.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -566662.750000 Penalty: 4244.267578
	Iteration 22Q: 3 clusters Score -566662.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -566703.437500 Penalty: 4244.267578
	Iteration 23Q: 3 clusters Score -566703.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -566742.750000 Penalty: 4244.267578
	Iteration 24Q: 3 clusters Score -566742.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -566770.937500 Penalty: 4244.267578
	Iteration 25Q: 3 clusters Score -566770.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -566795.062500 Penalty: 4244.267578
	Iteration 26Q: 3 clusters Score -566795.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -566815.562500 Penalty: 4244.267578
	Iteration 27Q: 3 clusters Score -566815.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -566836.125000 Penalty: 4244.267578
	Iteration 28Q: 3 clusters Score -566836.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -566853.875000 Penalty: 4244.267578
	Iteration 29Q: 3 clusters Score -566853.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -566873.312500 Penalty: 4244.267578
	Iteration 30Q: 3 clusters Score -566873.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -566890.187500 Penalty: 4244.267578
	Iteration 31Q: 3 clusters Score -566890.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -566905.625000 Penalty: 4244.267578
	Iteration 32Q: 3 clusters Score -566905.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -566916.312500 Penalty: 4244.267578
	Iteration 33Q: 3 clusters Score -566916.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -566922.562500 Penalty: 4244.267578
	Iteration 34Q: 3 clusters Score -566922.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -566925.062500 Penalty: 4244.267578
	Iteration 35Q: 3 clusters Score -566925.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -566928.937500 Penalty: 4244.267578
	Iteration 36Q: 3 clusters Score -566928.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -566933.000000 Penalty: 4244.267578
	Iteration 37Q: 3 clusters Score -566933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -566937.750000 Penalty: 4244.267578
	Iteration 38Q: 3 clusters Score -566937.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -566943.250000 Penalty: 4244.267578
	Iteration 39Q: 3 clusters Score -566943.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -566947.562500 Penalty: 4244.267578
	Iteration 40F: 3 clusters Score -566947.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -566951.562500 Penalty: 4244.267578
	Iteration 41Q: 3 clusters Score -566951.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -566954.750000 Penalty: 4244.267578
	Iteration 42Q: 3 clusters Score -566954.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -566957.187500 Penalty: 4244.267578
	Iteration 43Q: 3 clusters Score -566957.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -566957.187500 Penalty: 4244.267578
	Iteration 44F: 3 clusters Score -566957.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Entering Unmasked Estep 
Score: -732779.687500 Penalty: 2194.358887
	Iteration 0F: 2 clusters Score -732779.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -727062.625000 Penalty: 4388.717773
	Iteration 0F: 3 clusters Score -727062.6 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -728604.812500 Penalty: 4388.717773
	Iteration 1F: 3 clusters Score -728604.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -728877.562500 Penalty: 4388.717773
	Iteration 2F: 3 clusters Score -728877.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -729066.000000 Penalty: 4388.717773
	Iteration 3F: 3 clusters Score -729066 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -729211.937500 Penalty: 4388.717773
	Iteration 4Q: 3 clusters Score -729211.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -729340.562500 Penalty: 4388.717773
	Iteration 5Q: 3 clusters Score -729340.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -729483.625000 Penalty: 4388.717773
	Iteration 6Q: 3 clusters Score -729483.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -729640.312500 Penalty: 4388.717773
	Iteration 7Q: 3 clusters Score -729640.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -729815.937500 Penalty: 4388.717773
	Iteration 8Q: 3 clusters Score -729815.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -730008.812500 Penalty: 4388.717773
	Iteration 9Q: 3 clusters Score -730008.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -730220.937500 Penalty: 4388.717773
	Iteration 10Q: 3 clusters Score -730220.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -730416.187500 Penalty: 4388.717773
	Iteration 11Q: 3 clusters Score -730416.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -730608.750000 Penalty: 4388.717773
	Iteration 12Q: 3 clusters Score -730608.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -730784.187500 Penalty: 4388.717773
	Iteration 13Q: 3 clusters Score -730784.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -730921.250000 Penalty: 4388.717773
	Iteration 14Q: 3 clusters Score -730921.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -731076.687500 Penalty: 4388.717773
	Iteration 15Q: 3 clusters Score -731076.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -731248.562500 Penalty: 4388.717773
	Iteration 16Q: 3 clusters Score -731248.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -731431.625000 Penalty: 4388.717773
	Iteration 17Q: 3 clusters Score -731431.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -731613.187500 Penalty: 4388.717773
	Iteration 18Q: 3 clusters Score -731613.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -731796.687500 Penalty: 4388.717773
	Iteration 19Q: 3 clusters Score -731796.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -731975.625000 Penalty: 4388.717773
	Iteration 20F: 3 clusters Score -731975.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -732105.937500 Penalty: 4388.717773
	Iteration 21Q: 3 clusters Score -732105.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -732184.875000 Penalty: 4388.717773
	Iteration 22Q: 3 clusters Score -732184.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -732227.750000 Penalty: 4388.717773
	Iteration 23Q: 3 clusters Score -732227.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -732259.500000 Penalty: 4388.717773
	Iteration 24Q: 3 clusters Score -732259.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -732297.875000 Penalty: 4388.717773
	Iteration 25Q: 3 clusters Score -732297.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -732349.187500 Penalty: 4388.717773
	Iteration 26Q: 3 clusters Score -732349.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -732424.000000 Penalty: 4388.717773
	Iteration 27Q: 3 clusters Score -732424 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -732508.562500 Penalty: 4388.717773
	Iteration 28Q: 3 clusters Score -732508.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -732580.750000 Penalty: 4388.717773
	Iteration 29Q: 3 clusters Score -732580.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -732629.437500 Penalty: 4388.717773
	Iteration 30Q: 3 clusters Score -732629.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -732651.937500 Penalty: 4388.717773
	Iteration 31Q: 3 clusters Score -732651.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -732660.562500 Penalty: 4388.717773
	Iteration 32Q: 3 clusters Score -732660.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -732671.437500 Penalty: 4388.717773
	Iteration 33Q: 3 clusters Score -732671.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -732679.500000 Penalty: 4388.717773
	Iteration 34Q: 3 clusters Score -732679.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -732685.750000 Penalty: 4388.717773
	Iteration 35Q: 3 clusters Score -732685.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -732690.437500 Penalty: 4388.717773
	Iteration 36Q: 3 clusters Score -732690.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -732696.312500 Penalty: 4388.717773
	Iteration 37Q: 3 clusters Score -732696.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -732698.875000 Penalty: 4388.717773
	Iteration 38Q: 3 clusters Score -732698.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -732700.000000 Penalty: 4388.717773
	Iteration 39Q: 3 clusters Score -732700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -732702.937500 Penalty: 4388.717773
	Iteration 40F: 3 clusters Score -732702.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -732701.812500 Penalty: 4388.717773
	Iteration 41Q: 3 clusters Score -732701.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -732704.187500 Penalty: 4388.717773
	Iteration 42Q: 3 clusters Score -732704.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -732705.562500 Penalty: 4388.717773
	Iteration 43Q: 3 clusters Score -732705.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -732704.875000 Penalty: 4388.717773
	Iteration 44Q: 3 clusters Score -732704.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -732706.375000 Penalty: 4388.717773
	Iteration 45Q: 3 clusters Score -732706.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -732707.500000 Penalty: 4388.717773
	Iteration 46Q: 3 clusters Score -732707.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -732708.312500 Penalty: 4388.717773
	Iteration 47Q: 3 clusters Score -732708.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -732709.812500 Penalty: 4388.717773
	Iteration 48Q: 3 clusters Score -732709.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -732710.500000 Penalty: 4388.717773
	Iteration 49Q: 3 clusters Score -732710.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -732710.500000 Penalty: 4388.717773
	Iteration 50F: 3 clusters Score -732710.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -38100.781250 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -38100.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -36642.875000 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -36642.88 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36866.125000 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -36866.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -36972.652344 Penalty: 3025.758301
	Iteration 2F: 3 clusters Score -36972.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -37026.550781 Penalty: 3025.758301
	Iteration 3Q: 3 clusters Score -37026.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -37055.164062 Penalty: 3025.758301
	Iteration 4Q: 3 clusters Score -37055.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37079.191406 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -37079.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37090.757812 Penalty: 3025.758301
	Iteration 6Q: 3 clusters Score -37090.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37096.636719 Penalty: 3025.758301
	Iteration 7Q: 3 clusters Score -37096.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -37104.046875 Penalty: 3025.758301
	Iteration 8Q: 3 clusters Score -37104.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -37110.695312 Penalty: 3025.758301
	Iteration 9Q: 3 clusters Score -37110.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -37116.101562 Penalty: 3025.758301
	Iteration 10Q: 3 clusters Score -37116.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37118.136719 Penalty: 3025.758301
	Iteration 11Q: 3 clusters Score -37118.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37127.347656 Penalty: 3025.758301
	Iteration 12Q: 3 clusters Score -37127.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37128.066406 Penalty: 3025.758301
	Iteration 13Q: 3 clusters Score -37128.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37128.066406 Penalty: 3025.758301
	Iteration 14F: 3 clusters Score -37128.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -10087.809570 Penalty: 1195.429810
	Iteration 0F: 2 clusters Score -10087.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -9197.675781 Penalty: 2390.859619
	Iteration 0F: 3 clusters Score -9197.676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9243.592773 Penalty: 2390.859619
	Iteration 1Q: 3 clusters Score -9243.593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9257.223633 Penalty: 2390.859619
	Iteration 2Q: 3 clusters Score -9257.224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9257.223633 Penalty: 2390.859619
	Iteration 3F: 3 clusters Score -9257.224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Entering Unmasked Estep 
Score: -328818.031250 Penalty: 2015.523193
	Iteration 0F: 2 clusters Score -328818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -325343.156250 Penalty: 4031.046387
	Iteration 0F: 3 clusters Score -325343.2 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -326211.062500 Penalty: 4031.046387
	Iteration 1F: 3 clusters Score -326211.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -326441.031250 Penalty: 4031.046387
	Iteration 2F: 3 clusters Score -326441 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -326581.406250 Penalty: 4031.046387
	Iteration 3F: 3 clusters Score -326581.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -326687.625000 Penalty: 4031.046387
	Iteration 4Q: 3 clusters Score -326687.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -326790.656250 Penalty: 4031.046387
	Iteration 5Q: 3 clusters Score -326790.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -326877.187500 Penalty: 4031.046387
	Iteration 6Q: 3 clusters Score -326877.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -326943.718750 Penalty: 4031.046387
	Iteration 7Q: 3 clusters Score -326943.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -327002.437500 Penalty: 4031.046387
	Iteration 8Q: 3 clusters Score -327002.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -327074.625000 Penalty: 4031.046387
	Iteration 9Q: 3 clusters Score -327074.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -327154.562500 Penalty: 4031.046387
	Iteration 10Q: 3 clusters Score -327154.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -327212.781250 Penalty: 4031.046387
	Iteration 11Q: 3 clusters Score -327212.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -327255.937500 Penalty: 4031.046387
	Iteration 12Q: 3 clusters Score -327255.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -327280.031250 Penalty: 4031.046387
	Iteration 13Q: 3 clusters Score -327280 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -327297.500000 Penalty: 4031.046387
	Iteration 14Q: 3 clusters Score -327297.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -327309.562500 Penalty: 4031.046387
	Iteration 15Q: 3 clusters Score -327309.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -327318.093750 Penalty: 4031.046387
	Iteration 16Q: 3 clusters Score -327318.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -327326.593750 Penalty: 4031.046387
	Iteration 17Q: 3 clusters Score -327326.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -327335.250000 Penalty: 4031.046387
	Iteration 18Q: 3 clusters Score -327335.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -327342.343750 Penalty: 4031.046387
	Iteration 19Q: 3 clusters Score -327342.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -327346.437500 Penalty: 4031.046387
	Iteration 20F: 3 clusters Score -327346.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -327348.343750 Penalty: 4031.046387
	Iteration 21Q: 3 clusters Score -327348.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -327349.343750 Penalty: 4031.046387
	Iteration 22Q: 3 clusters Score -327349.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -327353.375000 Penalty: 4031.046387
	Iteration 23Q: 3 clusters Score -327353.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -327353.437500 Penalty: 4031.046387
	Iteration 24Q: 3 clusters Score -327353.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -327353.437500 Penalty: 4031.046387
	Iteration 25F: 3 clusters Score -327353.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Entering Unmasked Estep 
Score: -239867.703125 Penalty: 1940.759888
	Iteration 0F: 2 clusters Score -239867.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -236948.953125 Penalty: 3881.519775
	Iteration 0F: 3 clusters Score -236949 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -237715.093750 Penalty: 3881.519775
	Iteration 1F: 3 clusters Score -237715.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -238071.468750 Penalty: 3881.519775
	Iteration 2F: 3 clusters Score -238071.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -238420.187500 Penalty: 3881.519775
	Iteration 3F: 3 clusters Score -238420.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -238767.609375 Penalty: 3881.519775
	Iteration 4F: 3 clusters Score -238767.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -239002.062500 Penalty: 3881.519775
	Iteration 5F: 3 clusters Score -239002.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -239119.078125 Penalty: 3881.519775
	Iteration 6Q: 3 clusters Score -239119.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -239182.390625 Penalty: 3881.519775
	Iteration 7Q: 3 clusters Score -239182.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -239209.453125 Penalty: 3881.519775
	Iteration 8Q: 3 clusters Score -239209.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -239220.156250 Penalty: 3881.519775
	Iteration 9Q: 3 clusters Score -239220.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -239225.062500 Penalty: 3881.519775
	Iteration 10Q: 3 clusters Score -239225.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -239228.515625 Penalty: 3881.519775
	Iteration 11Q: 3 clusters Score -239228.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -239230.218750 Penalty: 3881.519775
	Iteration 12Q: 3 clusters Score -239230.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -239232.781250 Penalty: 3881.519775
	Iteration 13Q: 3 clusters Score -239232.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -239233.328125 Penalty: 3881.519775
	Iteration 14Q: 3 clusters Score -239233.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -239234.953125 Penalty: 3881.519775
	Iteration 15Q: 3 clusters Score -239235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -239234.921875 Penalty: 3881.519775
	Iteration 16Q: 3 clusters Score -239234.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -239234.921875 Penalty: 3881.519775
	Iteration 17F: 3 clusters Score -239234.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Entering Unmasked Estep 
Score: -338544.500000 Penalty: 2127.182129
	Iteration 0F: 2 clusters Score -338544.5 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 2632 members 
Entering Unmasked Estep 
Score: -333881.125000 Penalty: 4254.364258
	Iteration 0F: 3 clusters Score -333881.1 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -335171.062500 Penalty: 4254.364258
	Iteration 1F: 3 clusters Score -335171.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -335610.281250 Penalty: 4254.364258
	Iteration 2F: 3 clusters Score -335610.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -335985.093750 Penalty: 4254.364258
	Iteration 3F: 3 clusters Score -335985.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -336362.281250 Penalty: 4254.364258
	Iteration 4F: 3 clusters Score -336362.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -336665.125000 Penalty: 4254.364258
	Iteration 5F: 3 clusters Score -336665.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -336825.843750 Penalty: 4254.364258
	Iteration 6Q: 3 clusters Score -336825.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -336949.250000 Penalty: 4254.364258
	Iteration 7Q: 3 clusters Score -336949.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -337046.875000 Penalty: 4254.364258
	Iteration 8Q: 3 clusters Score -337046.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -337126.093750 Penalty: 4254.364258
	Iteration 9Q: 3 clusters Score -337126.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -337177.531250 Penalty: 4254.364258
	Iteration 10Q: 3 clusters Score -337177.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -337223.250000 Penalty: 4254.364258
	Iteration 11Q: 3 clusters Score -337223.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -337253.687500 Penalty: 4254.364258
	Iteration 12Q: 3 clusters Score -337253.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -337284.312500 Penalty: 4254.364258
	Iteration 13Q: 3 clusters Score -337284.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -337313.531250 Penalty: 4254.364258
	Iteration 14Q: 3 clusters Score -337313.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -337339.656250 Penalty: 4254.364258
	Iteration 15Q: 3 clusters Score -337339.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -337359.281250 Penalty: 4254.364258
	Iteration 16Q: 3 clusters Score -337359.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -337376.593750 Penalty: 4254.364258
	Iteration 17Q: 3 clusters Score -337376.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -337393.968750 Penalty: 4254.364258
	Iteration 18Q: 3 clusters Score -337394 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -337412.625000 Penalty: 4254.364258
	Iteration 19Q: 3 clusters Score -337412.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -337426.625000 Penalty: 4254.364258
	Iteration 20F: 3 clusters Score -337426.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -337440.687500 Penalty: 4254.364258
	Iteration 21Q: 3 clusters Score -337440.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -337453.406250 Penalty: 4254.364258
	Iteration 22Q: 3 clusters Score -337453.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -337468.093750 Penalty: 4254.364258
	Iteration 23Q: 3 clusters Score -337468.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -337484.718750 Penalty: 4254.364258
	Iteration 24Q: 3 clusters Score -337484.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -337506.968750 Penalty: 4254.364258
	Iteration 25Q: 3 clusters Score -337507 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -337525.500000 Penalty: 4254.364258
	Iteration 26Q: 3 clusters Score -337525.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -337552.656250 Penalty: 4254.364258
	Iteration 27Q: 3 clusters Score -337552.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -337581.687500 Penalty: 4254.364258
	Iteration 28Q: 3 clusters Score -337581.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -337606.937500 Penalty: 4254.364258
	Iteration 29Q: 3 clusters Score -337606.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -337628.062500 Penalty: 4254.364258
	Iteration 30Q: 3 clusters Score -337628.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -337642.125000 Penalty: 4254.364258
	Iteration 31Q: 3 clusters Score -337642.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -337653.437500 Penalty: 4254.364258
	Iteration 32Q: 3 clusters Score -337653.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -337664.718750 Penalty: 4254.364258
	Iteration 33Q: 3 clusters Score -337664.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -337669.875000 Penalty: 4254.364258
	Iteration 34Q: 3 clusters Score -337669.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -337676.218750 Penalty: 4254.364258
	Iteration 35Q: 3 clusters Score -337676.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -337682.406250 Penalty: 4254.364258
	Iteration 36Q: 3 clusters Score -337682.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -337690.093750 Penalty: 4254.364258
	Iteration 37Q: 3 clusters Score -337690.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -337697.968750 Penalty: 4254.364258
	Iteration 38Q: 3 clusters Score -337698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -337701.968750 Penalty: 4254.364258
	Iteration 39Q: 3 clusters Score -337702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -337708.687500 Penalty: 4254.364258
	Iteration 40F: 3 clusters Score -337708.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -337711.937500 Penalty: 4254.364258
	Iteration 41Q: 3 clusters Score -337711.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -337716.156250 Penalty: 4254.364258
	Iteration 42Q: 3 clusters Score -337716.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -337724.093750 Penalty: 4254.364258
	Iteration 43Q: 3 clusters Score -337724.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -337733.781250 Penalty: 4254.364258
	Iteration 44Q: 3 clusters Score -337733.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -337743.062500 Penalty: 4254.364258
	Iteration 45Q: 3 clusters Score -337743.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -337750.968750 Penalty: 4254.364258
	Iteration 46Q: 3 clusters Score -337751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -337756.812500 Penalty: 4254.364258
	Iteration 47Q: 3 clusters Score -337756.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -337763.625000 Penalty: 4254.364258
	Iteration 48Q: 3 clusters Score -337763.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -337766.562500 Penalty: 4254.364258
	Iteration 49Q: 3 clusters Score -337766.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -337768.968750 Penalty: 4254.364258
	Iteration 50Q: 3 clusters Score -337769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -337770.718750 Penalty: 4254.364258
	Iteration 51Q: 3 clusters Score -337770.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -337772.406250 Penalty: 4254.364258
	Iteration 52Q: 3 clusters Score -337772.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -337774.468750 Penalty: 4254.364258
	Iteration 53Q: 3 clusters Score -337774.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -337775.562500 Penalty: 4254.364258
	Iteration 54Q: 3 clusters Score -337775.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -337775.656250 Penalty: 4254.364258
	Iteration 55Q: 3 clusters Score -337775.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -337776.687500 Penalty: 4254.364258
	Iteration 56Q: 3 clusters Score -337776.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -337777.625000 Penalty: 4254.364258
	Iteration 57Q: 3 clusters Score -337777.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -337778.593750 Penalty: 4254.364258
	Iteration 58Q: 3 clusters Score -337778.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -337778.593750 Penalty: 4254.364258
	Iteration 59F: 3 clusters Score -337778.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (8622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Entering Unmasked Estep 
Score: -932445.687500 Penalty: 2247.394043
	Iteration 0F: 2 clusters Score -932445.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -925610.250000 Penalty: 4494.788086
	Iteration 0F: 3 clusters Score -925610.2 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -927592.812500 Penalty: 4494.788086
	Iteration 1F: 3 clusters Score -927592.8 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -927931.500000 Penalty: 4494.788086
	Iteration 2F: 3 clusters Score -927931.5 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -928204.250000 Penalty: 4494.788086
	Iteration 3F: 3 clusters Score -928204.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -928450.062500 Penalty: 4494.788086
	Iteration 4F: 3 clusters Score -928450.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -928688.937500 Penalty: 4494.788086
	Iteration 5Q: 3 clusters Score -928688.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -928907.750000 Penalty: 4494.788086
	Iteration 6Q: 3 clusters Score -928907.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -929117.687500 Penalty: 4494.788086
	Iteration 7Q: 3 clusters Score -929117.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -929353.625000 Penalty: 4494.788086
	Iteration 8Q: 3 clusters Score -929353.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -929595.625000 Penalty: 4494.788086
	Iteration 9Q: 3 clusters Score -929595.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -929824.187500 Penalty: 4494.788086
	Iteration 10Q: 3 clusters Score -929824.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -929993.875000 Penalty: 4494.788086
	Iteration 11Q: 3 clusters Score -929993.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -930144.625000 Penalty: 4494.788086
	Iteration 12Q: 3 clusters Score -930144.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -930275.562500 Penalty: 4494.788086
	Iteration 13Q: 3 clusters Score -930275.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -930399.375000 Penalty: 4494.788086
	Iteration 14Q: 3 clusters Score -930399.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -930518.625000 Penalty: 4494.788086
	Iteration 15Q: 3 clusters Score -930518.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -930606.500000 Penalty: 4494.788086
	Iteration 16Q: 3 clusters Score -930606.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -930674.312500 Penalty: 4494.788086
	Iteration 17Q: 3 clusters Score -930674.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -930725.250000 Penalty: 4494.788086
	Iteration 18Q: 3 clusters Score -930725.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -930768.562500 Penalty: 4494.788086
	Iteration 19Q: 3 clusters Score -930768.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -930797.125000 Penalty: 4494.788086
	Iteration 20F: 3 clusters Score -930797.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -930817.062500 Penalty: 4494.788086
	Iteration 21Q: 3 clusters Score -930817.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -930830.437500 Penalty: 4494.788086
	Iteration 22Q: 3 clusters Score -930830.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -930841.625000 Penalty: 4494.788086
	Iteration 23Q: 3 clusters Score -930841.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -930851.312500 Penalty: 4494.788086
	Iteration 24Q: 3 clusters Score -930851.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -930857.875000 Penalty: 4494.788086
	Iteration 25Q: 3 clusters Score -930857.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -930869.062500 Penalty: 4494.788086
	Iteration 26Q: 3 clusters Score -930869.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -930877.250000 Penalty: 4494.788086
	Iteration 27Q: 3 clusters Score -930877.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -930886.062500 Penalty: 4494.788086
	Iteration 28Q: 3 clusters Score -930886.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -930891.375000 Penalty: 4494.788086
	Iteration 29Q: 3 clusters Score -930891.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -930896.437500 Penalty: 4494.788086
	Iteration 30Q: 3 clusters Score -930896.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -930902.562500 Penalty: 4494.788086
	Iteration 31Q: 3 clusters Score -930902.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -930909.750000 Penalty: 4494.788086
	Iteration 32Q: 3 clusters Score -930909.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -930917.062500 Penalty: 4494.788086
	Iteration 33Q: 3 clusters Score -930917.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -930921.500000 Penalty: 4494.788086
	Iteration 34Q: 3 clusters Score -930921.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -930924.312500 Penalty: 4494.788086
	Iteration 35Q: 3 clusters Score -930924.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -930927.062500 Penalty: 4494.788086
	Iteration 36Q: 3 clusters Score -930927.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -930930.875000 Penalty: 4494.788086
	Iteration 37Q: 3 clusters Score -930930.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -930936.687500 Penalty: 4494.788086
	Iteration 38Q: 3 clusters Score -930936.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -930943.375000 Penalty: 4494.788086
	Iteration 39Q: 3 clusters Score -930943.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -930952.625000 Penalty: 4494.788086
	Iteration 40F: 3 clusters Score -930952.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -930960.062500 Penalty: 4494.788086
	Iteration 41Q: 3 clusters Score -930960.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -930964.625000 Penalty: 4494.788086
	Iteration 42Q: 3 clusters Score -930964.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -930975.625000 Penalty: 4494.788086
	Iteration 43Q: 3 clusters Score -930975.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -930980.937500 Penalty: 4494.788086
	Iteration 44Q: 3 clusters Score -930980.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -930986.312500 Penalty: 4494.788086
	Iteration 45Q: 3 clusters Score -930986.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -930990.500000 Penalty: 4494.788086
	Iteration 46Q: 3 clusters Score -930990.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -930995.187500 Penalty: 4494.788086
	Iteration 47Q: 3 clusters Score -930995.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -931001.500000 Penalty: 4494.788086
	Iteration 48Q: 3 clusters Score -931001.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -931002.687500 Penalty: 4494.788086
	Iteration 49Q: 3 clusters Score -931002.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -931008.937500 Penalty: 4494.788086
	Iteration 50Q: 3 clusters Score -931008.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -931017.625000 Penalty: 4494.788086
	Iteration 51Q: 3 clusters Score -931017.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -931024.750000 Penalty: 4494.788086
	Iteration 52Q: 3 clusters Score -931024.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -931032.062500 Penalty: 4494.788086
	Iteration 53Q: 3 clusters Score -931032.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -931033.687500 Penalty: 4494.788086
	Iteration 54Q: 3 clusters Score -931033.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -931035.250000 Penalty: 4494.788086
	Iteration 55Q: 3 clusters Score -931035.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -931037.812500 Penalty: 4494.788086
	Iteration 56Q: 3 clusters Score -931037.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -931037.812500 Penalty: 4494.788086
	Iteration 57Q: 3 clusters Score -931037.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -931038.187500 Penalty: 4494.788086
	Iteration 58Q: 3 clusters Score -931038.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -931040.625000 Penalty: 4494.788086
	Iteration 59Q: 3 clusters Score -931040.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -931041.562500 Penalty: 4494.788086
	Iteration 60F: 3 clusters Score -931041.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -931044.750000 Penalty: 4494.788086
	Iteration 61Q: 3 clusters Score -931044.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -931044.062500 Penalty: 4494.788086
	Iteration 62Q: 3 clusters Score -931044.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -931046.625000 Penalty: 4494.788086
	Iteration 63Q: 3 clusters Score -931046.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -931047.812500 Penalty: 4494.788086
	Iteration 64Q: 3 clusters Score -931047.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -931048.000000 Penalty: 4494.788086
	Iteration 65Q: 3 clusters Score -931048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -931047.125000 Penalty: 4494.788086
	Iteration 66Q: 3 clusters Score -931047.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -931048.312500 Penalty: 4494.788086
	Iteration 67Q: 3 clusters Score -931048.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -931048.250000 Penalty: 4494.788086
	Iteration 68Q: 3 clusters Score -931048.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -931047.812500 Penalty: 4494.788086
	Iteration 69Q: 3 clusters Score -931047.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -931048.000000 Penalty: 4494.788086
	Iteration 70Q: 3 clusters Score -931048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -931048.000000 Penalty: 4494.788086
	Iteration 71F: 3 clusters Score -931048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Entering Unmasked Estep 
Score: -805628.875000 Penalty: 2213.512695
	Iteration 0F: 2 clusters Score -805628.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -799512.500000 Penalty: 4427.025391
	Iteration 0F: 3 clusters Score -799512.5 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -801182.375000 Penalty: 4427.025391
	Iteration 1F: 3 clusters Score -801182.4 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -801539.250000 Penalty: 4427.025391
	Iteration 2F: 3 clusters Score -801539.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -801763.812500 Penalty: 4427.025391
	Iteration 3F: 3 clusters Score -801763.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -801920.875000 Penalty: 4427.025391
	Iteration 4Q: 3 clusters Score -801920.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -802064.687500 Penalty: 4427.025391
	Iteration 5Q: 3 clusters Score -802064.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -802184.250000 Penalty: 4427.025391
	Iteration 6Q: 3 clusters Score -802184.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -802273.250000 Penalty: 4427.025391
	Iteration 7Q: 3 clusters Score -802273.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -802362.562500 Penalty: 4427.025391
	Iteration 8Q: 3 clusters Score -802362.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -802456.250000 Penalty: 4427.025391
	Iteration 9Q: 3 clusters Score -802456.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -802545.437500 Penalty: 4427.025391
	Iteration 10Q: 3 clusters Score -802545.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -802635.312500 Penalty: 4427.025391
	Iteration 11Q: 3 clusters Score -802635.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -802749.375000 Penalty: 4427.025391
	Iteration 12Q: 3 clusters Score -802749.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -802867.812500 Penalty: 4427.025391
	Iteration 13Q: 3 clusters Score -802867.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -802985.687500 Penalty: 4427.025391
	Iteration 14Q: 3 clusters Score -802985.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -803126.000000 Penalty: 4427.025391
	Iteration 15Q: 3 clusters Score -803126 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -803287.875000 Penalty: 4427.025391
	Iteration 16Q: 3 clusters Score -803287.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -803465.437500 Penalty: 4427.025391
	Iteration 17Q: 3 clusters Score -803465.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -803687.062500 Penalty: 4427.025391
	Iteration 18Q: 3 clusters Score -803687.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -803870.750000 Penalty: 4427.025391
	Iteration 19Q: 3 clusters Score -803870.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -803967.750000 Penalty: 4427.025391
	Iteration 20F: 3 clusters Score -803967.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -804004.437500 Penalty: 4427.025391
	Iteration 21Q: 3 clusters Score -804004.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -804032.250000 Penalty: 4427.025391
	Iteration 22Q: 3 clusters Score -804032.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -804050.437500 Penalty: 4427.025391
	Iteration 23Q: 3 clusters Score -804050.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -804055.187500 Penalty: 4427.025391
	Iteration 24Q: 3 clusters Score -804055.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -804066.375000 Penalty: 4427.025391
	Iteration 25Q: 3 clusters Score -804066.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -804069.687500 Penalty: 4427.025391
	Iteration 26Q: 3 clusters Score -804069.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -804074.875000 Penalty: 4427.025391
	Iteration 27Q: 3 clusters Score -804074.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -804080.562500 Penalty: 4427.025391
	Iteration 28Q: 3 clusters Score -804080.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -804082.250000 Penalty: 4427.025391
	Iteration 29Q: 3 clusters Score -804082.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -804085.750000 Penalty: 4427.025391
	Iteration 30Q: 3 clusters Score -804085.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -804087.937500 Penalty: 4427.025391
	Iteration 31Q: 3 clusters Score -804087.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -804089.000000 Penalty: 4427.025391
	Iteration 32Q: 3 clusters Score -804089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -804089.062500 Penalty: 4427.025391
	Iteration 33Q: 3 clusters Score -804089.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -804088.125000 Penalty: 4427.025391
	Iteration 34Q: 3 clusters Score -804088.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -804088.937500 Penalty: 4427.025391
	Iteration 35Q: 3 clusters Score -804088.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -804090.062500 Penalty: 4427.025391
	Iteration 36Q: 3 clusters Score -804090.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -804089.250000 Penalty: 4427.025391
	Iteration 37Q: 3 clusters Score -804089.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -804089.750000 Penalty: 4427.025391
	Iteration 38Q: 3 clusters Score -804089.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -804091.750000 Penalty: 4427.025391
	Iteration 39Q: 3 clusters Score -804091.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -804090.375000 Penalty: 4427.025391
	Iteration 40F: 3 clusters Score -804090.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -804092.125000 Penalty: 4427.025391
	Iteration 41Q: 3 clusters Score -804092.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -804093.625000 Penalty: 4427.025391
	Iteration 42Q: 3 clusters Score -804093.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -804093.625000 Penalty: 4427.025391
	Iteration 43F: 3 clusters Score -804093.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (26721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Entering Unmasked Estep 
Score: -2934153.000000 Penalty: 2527.914795
	Iteration 0F: 2 clusters Score -2934153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2915803.000000 Penalty: 5055.829590
	Iteration 0F: 3 clusters Score -2915803 nChanged 11902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2922286.750000 Penalty: 5055.829590
	Iteration 1F: 3 clusters Score -2922287 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2922703.250000 Penalty: 5055.829590
	Iteration 2Q: 3 clusters Score -2922703 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -2923119.750000 Penalty: 5055.829590
	Iteration 3Q: 3 clusters Score -2923120 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2923563.500000 Penalty: 5055.829590
	Iteration 4Q: 3 clusters Score -2923564 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2924143.750000 Penalty: 5055.829590
	Iteration 5Q: 3 clusters Score -2924144 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2924903.750000 Penalty: 5055.829590
	Iteration 6F: 3 clusters Score -2924904 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2925866.500000 Penalty: 5055.829590
	Iteration 7F: 3 clusters Score -2925866 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2926965.750000 Penalty: 5055.829590
	Iteration 8F: 3 clusters Score -2926966 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2928085.750000 Penalty: 5055.829590
	Iteration 9F: 3 clusters Score -2928086 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -2928974.250000 Penalty: 5055.829590
	Iteration 10Q: 3 clusters Score -2928974 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2929594.500000 Penalty: 5055.829590
	Iteration 11Q: 3 clusters Score -2929594 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2930003.750000 Penalty: 5055.829590
	Iteration 12Q: 3 clusters Score -2930004 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2930319.500000 Penalty: 5055.829590
	Iteration 13Q: 3 clusters Score -2930320 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2930607.500000 Penalty: 5055.829590
	Iteration 14Q: 3 clusters Score -2930608 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2930822.000000 Penalty: 5055.829590
	Iteration 15Q: 3 clusters Score -2930822 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2931006.750000 Penalty: 5055.829590
	Iteration 16Q: 3 clusters Score -2931007 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2931165.750000 Penalty: 5055.829590
	Iteration 17Q: 3 clusters Score -2931166 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2931296.500000 Penalty: 5055.829590
	Iteration 18Q: 3 clusters Score -2931296 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2931418.000000 Penalty: 5055.829590
	Iteration 19Q: 3 clusters Score -2931418 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2931507.750000 Penalty: 5055.829590
	Iteration 20F: 3 clusters Score -2931508 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2931561.500000 Penalty: 5055.829590
	Iteration 21Q: 3 clusters Score -2931562 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2931617.750000 Penalty: 5055.829590
	Iteration 22Q: 3 clusters Score -2931618 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2931662.250000 Penalty: 5055.829590
	Iteration 23Q: 3 clusters Score -2931662 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2931692.500000 Penalty: 5055.829590
	Iteration 24Q: 3 clusters Score -2931692 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2931729.500000 Penalty: 5055.829590
	Iteration 25Q: 3 clusters Score -2931730 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2931760.250000 Penalty: 5055.829590
	Iteration 26Q: 3 clusters Score -2931760 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2931781.500000 Penalty: 5055.829590
	Iteration 27Q: 3 clusters Score -2931782 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2931809.250000 Penalty: 5055.829590
	Iteration 28Q: 3 clusters Score -2931809 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2931831.500000 Penalty: 5055.829590
	Iteration 29Q: 3 clusters Score -2931832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2931841.000000 Penalty: 5055.829590
	Iteration 30Q: 3 clusters Score -2931841 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2931857.250000 Penalty: 5055.829590
	Iteration 31Q: 3 clusters Score -2931857 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2931872.000000 Penalty: 5055.829590
	Iteration 32Q: 3 clusters Score -2931872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2931881.750000 Penalty: 5055.829590
	Iteration 33Q: 3 clusters Score -2931882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2931874.250000 Penalty: 5055.829590
	Iteration 34Q: 3 clusters Score -2931874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2931879.500000 Penalty: 5055.829590
	Iteration 35Q: 3 clusters Score -2931880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2931885.750000 Penalty: 5055.829590
	Iteration 36Q: 3 clusters Score -2931886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2931887.000000 Penalty: 5055.829590
	Iteration 37Q: 3 clusters Score -2931887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2931888.250000 Penalty: 5055.829590
	Iteration 38Q: 3 clusters Score -2931888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2931892.000000 Penalty: 5055.829590
	Iteration 39Q: 3 clusters Score -2931892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2931889.500000 Penalty: 5055.829590
	Iteration 40F: 3 clusters Score -2931890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2931892.750000 Penalty: 5055.829590
	Iteration 41Q: 3 clusters Score -2931893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2931893.000000 Penalty: 5055.829590
	Iteration 42Q: 3 clusters Score -2931893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2931891.250000 Penalty: 5055.829590
	Iteration 43Q: 3 clusters Score -2931891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2931893.750000 Penalty: 5055.829590
	Iteration 44Q: 3 clusters Score -2931894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2931896.500000 Penalty: 5055.829590
	Iteration 45Q: 3 clusters Score -2931896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2931897.750000 Penalty: 5055.829590
	Iteration 46Q: 3 clusters Score -2931898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2931896.250000 Penalty: 5055.829590
	Iteration 47Q: 3 clusters Score -2931896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2931892.500000 Penalty: 5055.829590
	Iteration 48Q: 3 clusters Score -2931892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2931892.250000 Penalty: 5055.829590
	Iteration 49Q: 3 clusters Score -2931892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2931894.250000 Penalty: 5055.829590
	Iteration 50Q: 3 clusters Score -2931894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2931896.750000 Penalty: 5055.829590
	Iteration 51Q: 3 clusters Score -2931897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2931896.250000 Penalty: 5055.829590
	Iteration 52Q: 3 clusters Score -2931896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2931909.750000 Penalty: 5055.829590
	Iteration 53Q: 3 clusters Score -2931910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2931909.750000 Penalty: 5055.829590
	Iteration 54Q: 3 clusters Score -2931910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2931916.500000 Penalty: 5055.829590
	Iteration 55Q: 3 clusters Score -2931916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2931910.250000 Penalty: 5055.829590
	Iteration 56Q: 3 clusters Score -2931910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2931913.250000 Penalty: 5055.829590
	Iteration 57Q: 3 clusters Score -2931913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2931920.500000 Penalty: 5055.829590
	Iteration 58Q: 3 clusters Score -2931920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2931924.250000 Penalty: 5055.829590
	Iteration 59Q: 3 clusters Score -2931924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2931926.500000 Penalty: 5055.829590
	Iteration 60F: 3 clusters Score -2931926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2931932.500000 Penalty: 5055.829590
	Iteration 61Q: 3 clusters Score -2931932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2931937.250000 Penalty: 5055.829590
	Iteration 62Q: 3 clusters Score -2931937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2931944.000000 Penalty: 5055.829590
	Iteration 63Q: 3 clusters Score -2931944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2931940.750000 Penalty: 5055.829590
	Iteration 64Q: 3 clusters Score -2931941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2931942.250000 Penalty: 5055.829590
	Iteration 65Q: 3 clusters Score -2931942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2931945.000000 Penalty: 5055.829590
	Iteration 66Q: 3 clusters Score -2931945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2931947.250000 Penalty: 5055.829590
	Iteration 67Q: 3 clusters Score -2931947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2931947.250000 Penalty: 5055.829590
	Iteration 68F: 3 clusters Score -2931947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Entering Unmasked Estep 
Score: -835681.812500 Penalty: 2222.958984
	Iteration 0F: 2 clusters Score -835681.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -829393.875000 Penalty: 4445.917969
	Iteration 0F: 3 clusters Score -829393.9 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -831349.062500 Penalty: 4445.917969
	Iteration 1F: 3 clusters Score -831349.1 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -831913.875000 Penalty: 4445.917969
	Iteration 2F: 3 clusters Score -831913.9 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -832316.562500 Penalty: 4445.917969
	Iteration 3F: 3 clusters Score -832316.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -832646.250000 Penalty: 4445.917969
	Iteration 4F: 3 clusters Score -832646.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -832914.875000 Penalty: 4445.917969
	Iteration 5F: 3 clusters Score -832914.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -833184.625000 Penalty: 4445.917969
	Iteration 6F: 3 clusters Score -833184.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -833415.937500 Penalty: 4445.917969
	Iteration 7Q: 3 clusters Score -833415.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -833607.687500 Penalty: 4445.917969
	Iteration 8Q: 3 clusters Score -833607.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -833773.937500 Penalty: 4445.917969
	Iteration 9Q: 3 clusters Score -833773.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -833910.312500 Penalty: 4445.917969
	Iteration 10Q: 3 clusters Score -833910.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -834015.750000 Penalty: 4445.917969
	Iteration 11Q: 3 clusters Score -834015.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -834124.812500 Penalty: 4445.917969
	Iteration 12Q: 3 clusters Score -834124.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -834235.937500 Penalty: 4445.917969
	Iteration 13Q: 3 clusters Score -834235.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -834336.062500 Penalty: 4445.917969
	Iteration 14Q: 3 clusters Score -834336.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -834439.687500 Penalty: 4445.917969
	Iteration 15Q: 3 clusters Score -834439.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -834518.062500 Penalty: 4445.917969
	Iteration 16Q: 3 clusters Score -834518.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -834569.750000 Penalty: 4445.917969
	Iteration 17Q: 3 clusters Score -834569.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -834599.125000 Penalty: 4445.917969
	Iteration 18Q: 3 clusters Score -834599.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -834615.187500 Penalty: 4445.917969
	Iteration 19Q: 3 clusters Score -834615.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -834627.687500 Penalty: 4445.917969
	Iteration 20F: 3 clusters Score -834627.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -834646.000000 Penalty: 4445.917969
	Iteration 21Q: 3 clusters Score -834646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -834660.750000 Penalty: 4445.917969
	Iteration 22Q: 3 clusters Score -834660.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -834677.562500 Penalty: 4445.917969
	Iteration 23Q: 3 clusters Score -834677.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -834688.187500 Penalty: 4445.917969
	Iteration 24Q: 3 clusters Score -834688.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -834695.812500 Penalty: 4445.917969
	Iteration 25Q: 3 clusters Score -834695.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -834700.437500 Penalty: 4445.917969
	Iteration 26Q: 3 clusters Score -834700.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -834704.937500 Penalty: 4445.917969
	Iteration 27Q: 3 clusters Score -834704.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -834710.687500 Penalty: 4445.917969
	Iteration 28Q: 3 clusters Score -834710.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -834712.812500 Penalty: 4445.917969
	Iteration 29Q: 3 clusters Score -834712.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -834720.750000 Penalty: 4445.917969
	Iteration 30Q: 3 clusters Score -834720.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -834721.312500 Penalty: 4445.917969
	Iteration 31Q: 3 clusters Score -834721.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -834722.062500 Penalty: 4445.917969
	Iteration 32Q: 3 clusters Score -834722.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -834725.062500 Penalty: 4445.917969
	Iteration 33Q: 3 clusters Score -834725.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -834726.875000 Penalty: 4445.917969
	Iteration 34Q: 3 clusters Score -834726.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -834725.750000 Penalty: 4445.917969
	Iteration 35Q: 3 clusters Score -834725.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -834725.750000 Penalty: 4445.917969
	Iteration 36Q: 3 clusters Score -834725.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -834726.750000 Penalty: 4445.917969
	Iteration 37Q: 3 clusters Score -834726.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -834729.562500 Penalty: 4445.917969
	Iteration 38Q: 3 clusters Score -834729.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -834729.562500 Penalty: 4445.917969
	Iteration 39F: 3 clusters Score -834729.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -73739.093750 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -73739.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -72021.570312 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -72021.57 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -72355.000000 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -72355 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -72466.765625 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -72466.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -72546.812500 Penalty: 3292.729736
	Iteration 3Q: 3 clusters Score -72546.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -72599.171875 Penalty: 3292.729736
	Iteration 4Q: 3 clusters Score -72599.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -72636.429688 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -72636.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -72652.367188 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -72652.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -72659.781250 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -72659.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -72665.007812 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -72665.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -72671.671875 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -72671.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -72675.617188 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -72675.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -72678.343750 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -72678.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72679.992188 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -72679.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -72683.320312 Penalty: 3292.729736
	Iteration 13Q: 3 clusters Score -72683.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72698.984375 Penalty: 3292.729736
	Iteration 14Q: 3 clusters Score -72698.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -72708.015625 Penalty: 3292.729736
	Iteration 15Q: 3 clusters Score -72708.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -72710.601562 Penalty: 3292.729736
	Iteration 16Q: 3 clusters Score -72710.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -72712.960938 Penalty: 3292.729736
	Iteration 17Q: 3 clusters Score -72712.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -72714.726562 Penalty: 3292.729736
	Iteration 18Q: 3 clusters Score -72714.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -72715.742188 Penalty: 3292.729736
	Iteration 19Q: 3 clusters Score -72715.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -72718.578125 Penalty: 3292.729736
	Iteration 20F: 3 clusters Score -72718.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -72719.335938 Penalty: 3292.729736
	Iteration 21Q: 3 clusters Score -72719.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -72719.835938 Penalty: 3292.729736
	Iteration 22Q: 3 clusters Score -72719.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -72724.468750 Penalty: 3292.729736
	Iteration 23Q: 3 clusters Score -72724.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -72725.968750 Penalty: 3292.729736
	Iteration 24Q: 3 clusters Score -72725.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -72732.531250 Penalty: 3292.729736
	Iteration 25Q: 3 clusters Score -72732.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -72739.312500 Penalty: 3292.729736
	Iteration 26Q: 3 clusters Score -72739.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -72751.406250 Penalty: 3292.729736
	Iteration 27Q: 3 clusters Score -72751.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -72768.601562 Penalty: 3292.729736
	Iteration 28Q: 3 clusters Score -72768.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -72793.445312 Penalty: 3292.729736
	Iteration 29Q: 3 clusters Score -72793.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -72834.609375 Penalty: 3292.729736
	Iteration 30Q: 3 clusters Score -72834.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -72878.765625 Penalty: 3292.729736
	Iteration 31Q: 3 clusters Score -72878.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -72924.695312 Penalty: 3292.729736
	Iteration 32Q: 3 clusters Score -72924.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -73050.968750 Penalty: 3292.729736
	Iteration 33Q: 3 clusters Score -73050.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -73235.187500 Penalty: 3292.729736
	Iteration 34Q: 3 clusters Score -73235.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -73339.351562 Penalty: 3292.729736
	Iteration 35Q: 3 clusters Score -73339.35 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -73402.945312 Penalty: 3292.729736
	Iteration 36Q: 3 clusters Score -73402.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -73438.632812 Penalty: 3292.729736
	Iteration 37Q: 3 clusters Score -73438.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -73464.609375 Penalty: 3292.729736
	Iteration 38Q: 3 clusters Score -73464.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -73494.585938 Penalty: 3292.729736
	Iteration 39Q: 3 clusters Score -73494.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -73562.484375 Penalty: 3292.729736
	Iteration 40F: 3 clusters Score -73562.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -73649.281250 Penalty: 3292.729736
	Iteration 41Q: 3 clusters Score -73649.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -73703.539062 Penalty: 3292.729736
	Iteration 42Q: 3 clusters Score -73703.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -73739.453125 Penalty: 3292.729736
	Iteration 43Q: 3 clusters Score -73739.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -73758.500000 Penalty: 3292.729736
	Iteration 44Q: 3 clusters Score -73758.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -73767.617188 Penalty: 3292.729736
	Iteration 45Q: 3 clusters Score -73767.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -73774.617188 Penalty: 3292.729736
	Iteration 46Q: 3 clusters Score -73774.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -73776.250000 Penalty: 3292.729736
	Iteration 47Q: 3 clusters Score -73776.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -73779.390625 Penalty: 3292.729736
	Iteration 48Q: 3 clusters Score -73779.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -73788.031250 Penalty: 3292.729736
	Iteration 49Q: 3 clusters Score -73788.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -73793.210938 Penalty: 3292.729736
	Iteration 50Q: 3 clusters Score -73793.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -73798.015625 Penalty: 3292.729736
	Iteration 51Q: 3 clusters Score -73798.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -73804.015625 Penalty: 3292.729736
	Iteration 52Q: 3 clusters Score -73804.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -73804.015625 Penalty: 3292.729736
	Iteration 53F: 3 clusters Score -73804.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 20760 members 
Mstep: Class 3 contains 18799 members 
Mstep: Class 4 contains 5034 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15667 members 
Mstep: Class 8 contains 34841 members 
Mstep: Class 9 contains 7297 members 
Mstep: Class 10 contains 11285 members 
Mstep: Class 11 contains 32035 members 
Mstep: Class 12 contains 5490 members 
Mstep: Class 13 contains 22789 members 
Mstep: Class 14 contains 20839 members 
Mstep: Class 15 contains 19963 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6833 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10224 members 
Mstep: Class 21 contains 13505 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90189 members 
Mstep: Class 24 contains 29389 members 
Mstep: Class 25 contains 9356 members 
Mstep: Class 26 contains 5999 members 
Mstep: Class 27 contains 8843 members 
Mstep: Class 28 contains 14131 members 
Mstep: Class 29 contains 5203 members 
Mstep: Class 30 contains 6962 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3385 members 
Mstep: Class 34 contains 2504 members 
Mstep: Class 35 contains 5310 members 
Mstep: Class 36 contains 8622 members 
Mstep: Class 37 contains 7521 members 
Mstep: Class 38 contains 26721 members 
Mstep: Class 39 contains 7813 members 
Mstep: Class 40 contains 605 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1263 members 
Mstep: Class 43 contains 11070 members 
Mstep: Class 44 contains 5486 members 
Mstep: Class 45 contains 25710 members 
Mstep: Class 46 contains 16967 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14038 members 
Mstep: Class 50 contains 9477 members 
Mstep: Class 51 contains 5072 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28167 members 
Mstep: Class 54 contains 1663 members 
Mstep: Class 55 contains 17330 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3343 members 
Mstep: Class 58 contains 159 members 
Entering Unmasked Estep 
Score: -64772428.000000 Penalty: 192486.265625
Splitting cluster 40 changes total score from -64773972.000000 to -64772428.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -33668.375000 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -33668.38 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 145 members 
Entering Unmasked Estep 
Score: -32345.789062 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -32345.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32422.388672 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -32422.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -32447.691406 Penalty: 2885.287109
	Iteration 2Q: 3 clusters Score -32447.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -32460.046875 Penalty: 2885.287109
	Iteration 3Q: 3 clusters Score -32460.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32461.392578 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -32461.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32461.392578 Penalty: 2885.287109
	Iteration 5F: 3 clusters Score -32461.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Entering Unmasked Estep 
Score: -127553.601562 Penalty: 1771.028687
	Iteration 0F: 2 clusters Score -127553.6 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 593 members 
Entering Unmasked Estep 
Score: -125424.429688 Penalty: 3542.057373
	Iteration 0F: 3 clusters Score -125424.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -125749.445312 Penalty: 3542.057373
	Iteration 1F: 3 clusters Score -125749.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -125858.609375 Penalty: 3542.057373
	Iteration 2F: 3 clusters Score -125858.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -125914.656250 Penalty: 3542.057373
	Iteration 3Q: 3 clusters Score -125914.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -125942.039062 Penalty: 3542.057373
	Iteration 4Q: 3 clusters Score -125942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -125954.492188 Penalty: 3542.057373
	Iteration 5Q: 3 clusters Score -125954.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -125971.132812 Penalty: 3542.057373
	Iteration 6Q: 3 clusters Score -125971.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -125986.453125 Penalty: 3542.057373
	Iteration 7Q: 3 clusters Score -125986.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -125999.804688 Penalty: 3542.057373
	Iteration 8Q: 3 clusters Score -125999.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -126003.726562 Penalty: 3542.057373
	Iteration 9Q: 3 clusters Score -126003.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -126013.695312 Penalty: 3542.057373
	Iteration 10Q: 3 clusters Score -126013.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -126023.429688 Penalty: 3542.057373
	Iteration 11Q: 3 clusters Score -126023.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -126026.421875 Penalty: 3542.057373
	Iteration 12Q: 3 clusters Score -126026.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -126027.390625 Penalty: 3542.057373
	Iteration 13Q: 3 clusters Score -126027.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -126029.601562 Penalty: 3542.057373
	Iteration 14Q: 3 clusters Score -126029.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -126031.203125 Penalty: 3542.057373
	Iteration 15Q: 3 clusters Score -126031.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -126032.539062 Penalty: 3542.057373
	Iteration 16Q: 3 clusters Score -126032.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -126033.382812 Penalty: 3542.057373
	Iteration 17Q: 3 clusters Score -126033.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -126034.171875 Penalty: 3542.057373
	Iteration 18Q: 3 clusters Score -126034.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -126034.773438 Penalty: 3542.057373
	Iteration 19Q: 3 clusters Score -126034.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -126035.250000 Penalty: 3542.057373
	Iteration 20F: 3 clusters Score -126035.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (11070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Entering Unmasked Estep 
Score: -879292.500000 Penalty: 2309.374512
	Iteration 0F: 2 clusters Score -879292.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -871009.062500 Penalty: 4618.749023
	Iteration 0F: 3 clusters Score -871009.1 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -873796.000000 Penalty: 4618.749023
	Iteration 1F: 3 clusters Score -873796 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -874242.000000 Penalty: 4618.749023
	Iteration 2F: 3 clusters Score -874242 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -874582.625000 Penalty: 4618.749023
	Iteration 3F: 3 clusters Score -874582.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -874869.437500 Penalty: 4618.749023
	Iteration 4Q: 3 clusters Score -874869.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -875142.000000 Penalty: 4618.749023
	Iteration 5Q: 3 clusters Score -875142 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -875367.625000 Penalty: 4618.749023
	Iteration 6Q: 3 clusters Score -875367.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -875576.187500 Penalty: 4618.749023
	Iteration 7Q: 3 clusters Score -875576.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -875760.750000 Penalty: 4618.749023
	Iteration 8Q: 3 clusters Score -875760.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -875906.000000 Penalty: 4618.749023
	Iteration 9Q: 3 clusters Score -875906 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -876031.312500 Penalty: 4618.749023
	Iteration 10Q: 3 clusters Score -876031.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -876155.250000 Penalty: 4618.749023
	Iteration 11Q: 3 clusters Score -876155.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -876250.812500 Penalty: 4618.749023
	Iteration 12Q: 3 clusters Score -876250.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -876327.000000 Penalty: 4618.749023
	Iteration 13Q: 3 clusters Score -876327 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -876408.812500 Penalty: 4618.749023
	Iteration 14Q: 3 clusters Score -876408.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -876482.875000 Penalty: 4618.749023
	Iteration 15Q: 3 clusters Score -876482.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -876565.062500 Penalty: 4618.749023
	Iteration 16Q: 3 clusters Score -876565.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -876629.687500 Penalty: 4618.749023
	Iteration 17Q: 3 clusters Score -876629.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -876689.375000 Penalty: 4618.749023
	Iteration 18Q: 3 clusters Score -876689.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -876742.562500 Penalty: 4618.749023
	Iteration 19Q: 3 clusters Score -876742.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -876797.500000 Penalty: 4618.749023
	Iteration 20F: 3 clusters Score -876797.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -876849.312500 Penalty: 4618.749023
	Iteration 21Q: 3 clusters Score -876849.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -876906.750000 Penalty: 4618.749023
	Iteration 22Q: 3 clusters Score -876906.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -876968.562500 Penalty: 4618.749023
	Iteration 23Q: 3 clusters Score -876968.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -877041.000000 Penalty: 4618.749023
	Iteration 24Q: 3 clusters Score -877041 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -877101.375000 Penalty: 4618.749023
	Iteration 25Q: 3 clusters Score -877101.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -877166.875000 Penalty: 4618.749023
	Iteration 26Q: 3 clusters Score -877166.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -877220.937500 Penalty: 4618.749023
	Iteration 27Q: 3 clusters Score -877220.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -877274.375000 Penalty: 4618.749023
	Iteration 28Q: 3 clusters Score -877274.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -877313.437500 Penalty: 4618.749023
	Iteration 29Q: 3 clusters Score -877313.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -877348.187500 Penalty: 4618.749023
	Iteration 30Q: 3 clusters Score -877348.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -877374.000000 Penalty: 4618.749023
	Iteration 31Q: 3 clusters Score -877374 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -877398.000000 Penalty: 4618.749023
	Iteration 32Q: 3 clusters Score -877398 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -877418.250000 Penalty: 4618.749023
	Iteration 33Q: 3 clusters Score -877418.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -877430.062500 Penalty: 4618.749023
	Iteration 34Q: 3 clusters Score -877430.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -877438.187500 Penalty: 4618.749023
	Iteration 35Q: 3 clusters Score -877438.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -877450.000000 Penalty: 4618.749023
	Iteration 36Q: 3 clusters Score -877450 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -877463.000000 Penalty: 4618.749023
	Iteration 37Q: 3 clusters Score -877463 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -877476.625000 Penalty: 4618.749023
	Iteration 38Q: 3 clusters Score -877476.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -877484.062500 Penalty: 4618.749023
	Iteration 39Q: 3 clusters Score -877484.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -877493.437500 Penalty: 4618.749023
	Iteration 40F: 3 clusters Score -877493.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -877502.562500 Penalty: 4618.749023
	Iteration 41Q: 3 clusters Score -877502.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -877518.562500 Penalty: 4618.749023
	Iteration 42Q: 3 clusters Score -877518.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -877529.750000 Penalty: 4618.749023
	Iteration 43Q: 3 clusters Score -877529.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -877541.937500 Penalty: 4618.749023
	Iteration 44Q: 3 clusters Score -877541.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -877547.000000 Penalty: 4618.749023
	Iteration 45Q: 3 clusters Score -877547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -877555.125000 Penalty: 4618.749023
	Iteration 46Q: 3 clusters Score -877555.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -877564.750000 Penalty: 4618.749023
	Iteration 47Q: 3 clusters Score -877564.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -877577.687500 Penalty: 4618.749023
	Iteration 48Q: 3 clusters Score -877577.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -877584.812500 Penalty: 4618.749023
	Iteration 49Q: 3 clusters Score -877584.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -877593.250000 Penalty: 4618.749023
	Iteration 50Q: 3 clusters Score -877593.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -877602.312500 Penalty: 4618.749023
	Iteration 51Q: 3 clusters Score -877602.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -877606.875000 Penalty: 4618.749023
	Iteration 52Q: 3 clusters Score -877606.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -877613.125000 Penalty: 4618.749023
	Iteration 53Q: 3 clusters Score -877613.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -877615.125000 Penalty: 4618.749023
	Iteration 54Q: 3 clusters Score -877615.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -877619.312500 Penalty: 4618.749023
	Iteration 55Q: 3 clusters Score -877619.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -877623.187500 Penalty: 4618.749023
	Iteration 56Q: 3 clusters Score -877623.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -877630.000000 Penalty: 4618.749023
	Iteration 57Q: 3 clusters Score -877630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -877634.187500 Penalty: 4618.749023
	Iteration 58Q: 3 clusters Score -877634.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -877636.437500 Penalty: 4618.749023
	Iteration 59Q: 3 clusters Score -877636.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -877640.625000 Penalty: 4618.749023
	Iteration 60F: 3 clusters Score -877640.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -877643.375000 Penalty: 4618.749023
	Iteration 61Q: 3 clusters Score -877643.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -877643.312500 Penalty: 4618.749023
	Iteration 62Q: 3 clusters Score -877643.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -877647.750000 Penalty: 4618.749023
	Iteration 63Q: 3 clusters Score -877647.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -877653.437500 Penalty: 4618.749023
	Iteration 64Q: 3 clusters Score -877653.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -877658.687500 Penalty: 4618.749023
	Iteration 65Q: 3 clusters Score -877658.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -877664.812500 Penalty: 4618.749023
	Iteration 66Q: 3 clusters Score -877664.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -877669.687500 Penalty: 4618.749023
	Iteration 67Q: 3 clusters Score -877669.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -877670.812500 Penalty: 4618.749023
	Iteration 68Q: 3 clusters Score -877670.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -877673.250000 Penalty: 4618.749023
	Iteration 69Q: 3 clusters Score -877673.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -877677.187500 Penalty: 4618.749023
	Iteration 70Q: 3 clusters Score -877677.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -877680.625000 Penalty: 4618.749023
	Iteration 71Q: 3 clusters Score -877680.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -877684.375000 Penalty: 4618.749023
	Iteration 72Q: 3 clusters Score -877684.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -877687.312500 Penalty: 4618.749023
	Iteration 73Q: 3 clusters Score -877687.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -877688.875000 Penalty: 4618.749023
	Iteration 74Q: 3 clusters Score -877688.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -877689.062500 Penalty: 4618.749023
	Iteration 75Q: 3 clusters Score -877689.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -877688.750000 Penalty: 4618.749023
	Iteration 76Q: 3 clusters Score -877688.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -877690.625000 Penalty: 4618.749023
	Iteration 77Q: 3 clusters Score -877690.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -877690.062500 Penalty: 4618.749023
	Iteration 78Q: 3 clusters Score -877690.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -877690.812500 Penalty: 4618.749023
	Iteration 79Q: 3 clusters Score -877690.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -877691.625000 Penalty: 4618.749023
	Iteration 80F: 3 clusters Score -877691.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -877692.312500 Penalty: 4618.749023
	Iteration 81Q: 3 clusters Score -877692.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -877692.500000 Penalty: 4618.749023
	Iteration 82Q: 3 clusters Score -877692.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -877693.375000 Penalty: 4618.749023
	Iteration 83Q: 3 clusters Score -877693.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -877694.625000 Penalty: 4618.749023
	Iteration 84Q: 3 clusters Score -877694.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -877694.437500 Penalty: 4618.749023
	Iteration 85Q: 3 clusters Score -877694.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -877695.625000 Penalty: 4618.749023
	Iteration 86Q: 3 clusters Score -877695.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -877696.250000 Penalty: 4618.749023
	Iteration 87Q: 3 clusters Score -877696.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -877696.250000 Penalty: 4618.749023
	Iteration 88Q: 3 clusters Score -877696.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -877696.250000 Penalty: 4618.749023
	Iteration 89F: 3 clusters Score -877696.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Entering Unmasked Estep 
Score: -591274.687500 Penalty: 2135.268799
	Iteration 0F: 2 clusters Score -591274.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -586425.500000 Penalty: 4270.537598
	Iteration 0F: 3 clusters Score -586425.5 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -587671.687500 Penalty: 4270.537598
	Iteration 1F: 3 clusters Score -587671.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -588115.375000 Penalty: 4270.537598
	Iteration 2F: 3 clusters Score -588115.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -588682.125000 Penalty: 4270.537598
	Iteration 3F: 3 clusters Score -588682.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -589219.937500 Penalty: 4270.537598
	Iteration 4F: 3 clusters Score -589219.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -589726.187500 Penalty: 4270.537598
	Iteration 5F: 3 clusters Score -589726.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -590205.312500 Penalty: 4270.537598
	Iteration 6F: 3 clusters Score -590205.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -590574.062500 Penalty: 4270.537598
	Iteration 7F: 3 clusters Score -590574.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -590841.312500 Penalty: 4270.537598
	Iteration 8Q: 3 clusters Score -590841.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -591002.062500 Penalty: 4270.537598
	Iteration 9Q: 3 clusters Score -591002.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -591096.312500 Penalty: 4270.537598
	Iteration 10Q: 3 clusters Score -591096.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -591142.687500 Penalty: 4270.537598
	Iteration 11Q: 3 clusters Score -591142.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -591168.812500 Penalty: 4270.537598
	Iteration 12Q: 3 clusters Score -591168.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -591191.750000 Penalty: 4270.537598
	Iteration 13Q: 3 clusters Score -591191.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -591213.062500 Penalty: 4270.537598
	Iteration 14Q: 3 clusters Score -591213.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -591237.375000 Penalty: 4270.537598
	Iteration 15Q: 3 clusters Score -591237.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -591258.812500 Penalty: 4270.537598
	Iteration 16Q: 3 clusters Score -591258.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -591286.062500 Penalty: 4270.537598
	Iteration 17Q: 3 clusters Score -591286.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -591315.750000 Penalty: 4270.537598
	Iteration 18Q: 3 clusters Score -591315.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -591331.937500 Penalty: 4270.537598
	Iteration 19Q: 3 clusters Score -591331.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -591342.250000 Penalty: 4270.537598
	Iteration 20F: 3 clusters Score -591342.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -591348.437500 Penalty: 4270.537598
	Iteration 21Q: 3 clusters Score -591348.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -591351.687500 Penalty: 4270.537598
	Iteration 22Q: 3 clusters Score -591351.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -591354.062500 Penalty: 4270.537598
	Iteration 23Q: 3 clusters Score -591354.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -591355.000000 Penalty: 4270.537598
	Iteration 24Q: 3 clusters Score -591355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -591355.000000 Penalty: 4270.537598
	Iteration 25F: 3 clusters Score -591355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 20760 members 
Mstep: Class 3 contains 18799 members 
Mstep: Class 4 contains 5034 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15667 members 
Mstep: Class 8 contains 34841 members 
Mstep: Class 9 contains 7297 members 
Mstep: Class 10 contains 11285 members 
Mstep: Class 11 contains 32035 members 
Mstep: Class 12 contains 5490 members 
Mstep: Class 13 contains 22789 members 
Mstep: Class 14 contains 20839 members 
Mstep: Class 15 contains 19963 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6833 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10224 members 
Mstep: Class 21 contains 13505 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90189 members 
Mstep: Class 24 contains 29389 members 
Mstep: Class 25 contains 9356 members 
Mstep: Class 26 contains 5999 members 
Mstep: Class 27 contains 8843 members 
Mstep: Class 28 contains 14131 members 
Mstep: Class 29 contains 5203 members 
Mstep: Class 30 contains 6962 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3385 members 
Mstep: Class 34 contains 2504 members 
Mstep: Class 35 contains 5310 members 
Mstep: Class 36 contains 8622 members 
Mstep: Class 37 contains 7521 members 
Mstep: Class 38 contains 26721 members 
Mstep: Class 39 contains 7813 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1263 members 
Mstep: Class 43 contains 11070 members 
Mstep: Class 44 contains 1313 members 
Mstep: Class 45 contains 25710 members 
Mstep: Class 46 contains 16967 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14038 members 
Mstep: Class 50 contains 9477 members 
Mstep: Class 51 contains 5072 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28167 members 
Mstep: Class 54 contains 1663 members 
Mstep: Class 55 contains 17330 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3343 members 
Mstep: Class 58 contains 4173 members 
Entering Unmasked Estep 
Score: -64772960.000000 Penalty: 192486.265625
Splitting cluster 44 changes total score from -64773972.000000 to -64772960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (25710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Entering Unmasked Estep 
Score: -2228874.750000 Penalty: 2518.349609
	Iteration 0F: 2 clusters Score -2228875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2210962.000000 Penalty: 5036.699219
	Iteration 0F: 3 clusters Score -2210962 nChanged 11547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -2217574.000000 Penalty: 5036.699219
	Iteration 1F: 3 clusters Score -2217574 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2218392.250000 Penalty: 5036.699219
	Iteration 2F: 3 clusters Score -2218392 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2219260.000000 Penalty: 5036.699219
	Iteration 3F: 3 clusters Score -2219260 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2220226.250000 Penalty: 5036.699219
	Iteration 4F: 3 clusters Score -2220226 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2221279.000000 Penalty: 5036.699219
	Iteration 5F: 3 clusters Score -2221279 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -2222407.250000 Penalty: 5036.699219
	Iteration 6F: 3 clusters Score -2222407 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2223456.750000 Penalty: 5036.699219
	Iteration 7F: 3 clusters Score -2223457 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2224379.500000 Penalty: 5036.699219
	Iteration 8Q: 3 clusters Score -2224380 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2225140.750000 Penalty: 5036.699219
	Iteration 9Q: 3 clusters Score -2225141 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2225666.750000 Penalty: 5036.699219
	Iteration 10Q: 3 clusters Score -2225667 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2226008.750000 Penalty: 5036.699219
	Iteration 11Q: 3 clusters Score -2226009 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2226260.000000 Penalty: 5036.699219
	Iteration 12Q: 3 clusters Score -2226260 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2226438.750000 Penalty: 5036.699219
	Iteration 13Q: 3 clusters Score -2226439 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2226567.750000 Penalty: 5036.699219
	Iteration 14Q: 3 clusters Score -2226568 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2226659.000000 Penalty: 5036.699219
	Iteration 15Q: 3 clusters Score -2226659 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2226723.000000 Penalty: 5036.699219
	Iteration 16Q: 3 clusters Score -2226723 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2226753.500000 Penalty: 5036.699219
	Iteration 17Q: 3 clusters Score -2226754 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2226779.250000 Penalty: 5036.699219
	Iteration 18Q: 3 clusters Score -2226779 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2226798.750000 Penalty: 5036.699219
	Iteration 19Q: 3 clusters Score -2226799 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2226818.250000 Penalty: 5036.699219
	Iteration 20F: 3 clusters Score -2226818 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2226830.750000 Penalty: 5036.699219
	Iteration 21Q: 3 clusters Score -2226831 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2226841.000000 Penalty: 5036.699219
	Iteration 22Q: 3 clusters Score -2226841 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2226851.250000 Penalty: 5036.699219
	Iteration 23Q: 3 clusters Score -2226851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2226860.000000 Penalty: 5036.699219
	Iteration 24Q: 3 clusters Score -2226860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2226867.000000 Penalty: 5036.699219
	Iteration 25Q: 3 clusters Score -2226867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2226871.500000 Penalty: 5036.699219
	Iteration 26Q: 3 clusters Score -2226872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2226875.000000 Penalty: 5036.699219
	Iteration 27Q: 3 clusters Score -2226875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2226878.750000 Penalty: 5036.699219
	Iteration 28Q: 3 clusters Score -2226879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2226879.750000 Penalty: 5036.699219
	Iteration 29Q: 3 clusters Score -2226880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2226884.000000 Penalty: 5036.699219
	Iteration 30Q: 3 clusters Score -2226884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2226887.000000 Penalty: 5036.699219
	Iteration 31Q: 3 clusters Score -2226887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2226887.250000 Penalty: 5036.699219
	Iteration 32Q: 3 clusters Score -2226887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2226895.500000 Penalty: 5036.699219
	Iteration 33Q: 3 clusters Score -2226896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2226896.500000 Penalty: 5036.699219
	Iteration 34Q: 3 clusters Score -2226896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2226897.250000 Penalty: 5036.699219
	Iteration 35Q: 3 clusters Score -2226897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2226898.000000 Penalty: 5036.699219
	Iteration 36Q: 3 clusters Score -2226898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2226901.500000 Penalty: 5036.699219
	Iteration 37Q: 3 clusters Score -2226902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2226904.500000 Penalty: 5036.699219
	Iteration 38Q: 3 clusters Score -2226904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2226902.000000 Penalty: 5036.699219
	Iteration 39Q: 3 clusters Score -2226902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2226902.000000 Penalty: 5036.699219
	Iteration 40F: 3 clusters Score -2226902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (16967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Entering Unmasked Estep 
Score: -1875860.625000 Penalty: 2415.278320
	Iteration 0F: 2 clusters Score -1875861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1863675.875000 Penalty: 4830.556641
	Iteration 0F: 3 clusters Score -1863676 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1867518.375000 Penalty: 4830.556641
	Iteration 1F: 3 clusters Score -1867518 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1867853.375000 Penalty: 4830.556641
	Iteration 2F: 3 clusters Score -1867853 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1868097.625000 Penalty: 4830.556641
	Iteration 3Q: 3 clusters Score -1868098 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1868297.125000 Penalty: 4830.556641
	Iteration 4Q: 3 clusters Score -1868297 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1868461.375000 Penalty: 4830.556641
	Iteration 5Q: 3 clusters Score -1868461 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1868611.250000 Penalty: 4830.556641
	Iteration 6Q: 3 clusters Score -1868611 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1868746.500000 Penalty: 4830.556641
	Iteration 7Q: 3 clusters Score -1868746 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1868861.500000 Penalty: 4830.556641
	Iteration 8Q: 3 clusters Score -1868862 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1868987.250000 Penalty: 4830.556641
	Iteration 9Q: 3 clusters Score -1868987 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1869120.375000 Penalty: 4830.556641
	Iteration 10Q: 3 clusters Score -1869120 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1869299.250000 Penalty: 4830.556641
	Iteration 11Q: 3 clusters Score -1869299 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1869553.500000 Penalty: 4830.556641
	Iteration 12Q: 3 clusters Score -1869554 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1869890.500000 Penalty: 4830.556641
	Iteration 13Q: 3 clusters Score -1869890 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1870318.875000 Penalty: 4830.556641
	Iteration 14Q: 3 clusters Score -1870319 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1870825.625000 Penalty: 4830.556641
	Iteration 15Q: 3 clusters Score -1870826 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1871414.625000 Penalty: 4830.556641
	Iteration 16Q: 3 clusters Score -1871415 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1872033.625000 Penalty: 4830.556641
	Iteration 17Q: 3 clusters Score -1872034 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1872550.250000 Penalty: 4830.556641
	Iteration 18Q: 3 clusters Score -1872550 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1872966.250000 Penalty: 4830.556641
	Iteration 19Q: 3 clusters Score -1872966 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1873279.375000 Penalty: 4830.556641
	Iteration 20F: 3 clusters Score -1873279 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1873452.750000 Penalty: 4830.556641
	Iteration 21Q: 3 clusters Score -1873453 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1873564.125000 Penalty: 4830.556641
	Iteration 22Q: 3 clusters Score -1873564 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1873630.000000 Penalty: 4830.556641
	Iteration 23Q: 3 clusters Score -1873630 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1873687.250000 Penalty: 4830.556641
	Iteration 24Q: 3 clusters Score -1873687 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1873722.625000 Penalty: 4830.556641
	Iteration 25Q: 3 clusters Score -1873723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1873742.750000 Penalty: 4830.556641
	Iteration 26Q: 3 clusters Score -1873743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1873754.625000 Penalty: 4830.556641
	Iteration 27Q: 3 clusters Score -1873755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1873765.000000 Penalty: 4830.556641
	Iteration 28Q: 3 clusters Score -1873765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1873767.500000 Penalty: 4830.556641
	Iteration 29Q: 3 clusters Score -1873768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1873766.750000 Penalty: 4830.556641
	Iteration 30Q: 3 clusters Score -1873767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1873767.750000 Penalty: 4830.556641
	Iteration 31Q: 3 clusters Score -1873768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1873767.750000 Penalty: 4830.556641
	Iteration 32F: 3 clusters Score -1873768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -16095.055664 Penalty: 1360.229614
	Iteration 0F: 2 clusters Score -16095.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14916.576172 Penalty: 2720.459229
	Iteration 0F: 3 clusters Score -14916.58 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14995.553711 Penalty: 2720.459229
	Iteration 1F: 3 clusters Score -14995.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15003.675781 Penalty: 2720.459229
	Iteration 2Q: 3 clusters Score -15003.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15019.856445 Penalty: 2720.459229
	Iteration 3Q: 3 clusters Score -15019.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15023.796875 Penalty: 2720.459229
	Iteration 4Q: 3 clusters Score -15023.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15023.796875 Penalty: 2720.459229
	Iteration 5F: 3 clusters Score -15023.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -28276.843750 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -28276.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26954.798828 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -26954.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27056.417969 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -27056.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27100.845703 Penalty: 2850.116943
	Iteration 2Q: 3 clusters Score -27100.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27119.285156 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -27119.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -27126.318359 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -27126.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -27131.876953 Penalty: 2850.116943
	Iteration 5Q: 3 clusters Score -27131.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -27133.960938 Penalty: 2850.116943
	Iteration 6Q: 3 clusters Score -27133.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -27133.960938 Penalty: 2850.116943
	Iteration 7F: 3 clusters Score -27133.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (14038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Entering Unmasked Estep 
Score: -1345794.750000 Penalty: 2368.281738
	Iteration 0F: 2 clusters Score -1345795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1335629.875000 Penalty: 4736.563477
	Iteration 0F: 3 clusters Score -1335630 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1338828.250000 Penalty: 4736.563477
	Iteration 1F: 3 clusters Score -1338828 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1339367.250000 Penalty: 4736.563477
	Iteration 2F: 3 clusters Score -1339367 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1339846.250000 Penalty: 4736.563477
	Iteration 3F: 3 clusters Score -1339846 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1340297.500000 Penalty: 4736.563477
	Iteration 4F: 3 clusters Score -1340298 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1340742.375000 Penalty: 4736.563477
	Iteration 5F: 3 clusters Score -1340742 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1341173.375000 Penalty: 4736.563477
	Iteration 6F: 3 clusters Score -1341173 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1341633.000000 Penalty: 4736.563477
	Iteration 7F: 3 clusters Score -1341633 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1342075.000000 Penalty: 4736.563477
	Iteration 8Q: 3 clusters Score -1342075 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1342480.125000 Penalty: 4736.563477
	Iteration 9Q: 3 clusters Score -1342480 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1342797.750000 Penalty: 4736.563477
	Iteration 10Q: 3 clusters Score -1342798 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1343063.000000 Penalty: 4736.563477
	Iteration 11Q: 3 clusters Score -1343063 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1343275.000000 Penalty: 4736.563477
	Iteration 12Q: 3 clusters Score -1343275 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1343437.250000 Penalty: 4736.563477
	Iteration 13Q: 3 clusters Score -1343437 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1343564.750000 Penalty: 4736.563477
	Iteration 14Q: 3 clusters Score -1343565 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1343680.500000 Penalty: 4736.563477
	Iteration 15Q: 3 clusters Score -1343680 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1343779.750000 Penalty: 4736.563477
	Iteration 16Q: 3 clusters Score -1343780 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1343837.250000 Penalty: 4736.563477
	Iteration 17Q: 3 clusters Score -1343837 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1343876.125000 Penalty: 4736.563477
	Iteration 18Q: 3 clusters Score -1343876 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1343905.750000 Penalty: 4736.563477
	Iteration 19Q: 3 clusters Score -1343906 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1343926.750000 Penalty: 4736.563477
	Iteration 20F: 3 clusters Score -1343927 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1343950.875000 Penalty: 4736.563477
	Iteration 21Q: 3 clusters Score -1343951 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1343966.375000 Penalty: 4736.563477
	Iteration 22Q: 3 clusters Score -1343966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1343974.375000 Penalty: 4736.563477
	Iteration 23Q: 3 clusters Score -1343974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1343977.875000 Penalty: 4736.563477
	Iteration 24Q: 3 clusters Score -1343978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1343982.500000 Penalty: 4736.563477
	Iteration 25Q: 3 clusters Score -1343982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1343985.500000 Penalty: 4736.563477
	Iteration 26Q: 3 clusters Score -1343986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1343989.250000 Penalty: 4736.563477
	Iteration 27Q: 3 clusters Score -1343989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1343992.500000 Penalty: 4736.563477
	Iteration 28Q: 3 clusters Score -1343992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1343993.625000 Penalty: 4736.563477
	Iteration 29Q: 3 clusters Score -1343994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1343996.125000 Penalty: 4736.563477
	Iteration 30Q: 3 clusters Score -1343996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1343999.500000 Penalty: 4736.563477
	Iteration 31Q: 3 clusters Score -1344000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1344000.000000 Penalty: 4736.563477
	Iteration 32Q: 3 clusters Score -1344000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1344001.125000 Penalty: 4736.563477
	Iteration 33Q: 3 clusters Score -1344001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1344001.500000 Penalty: 4736.563477
	Iteration 34Q: 3 clusters Score -1344002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1344005.250000 Penalty: 4736.563477
	Iteration 35Q: 3 clusters Score -1344005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1344003.250000 Penalty: 4736.563477
	Iteration 36Q: 3 clusters Score -1344003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1344003.125000 Penalty: 4736.563477
	Iteration 37Q: 3 clusters Score -1344003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1344004.750000 Penalty: 4736.563477
	Iteration 38Q: 3 clusters Score -1344005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1344004.750000 Penalty: 4736.563477
	Iteration 39F: 3 clusters Score -1344005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (9477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Entering Unmasked Estep 
Score: -945166.750000 Penalty: 2270.842529
	Iteration 0F: 2 clusters Score -945166.8 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 4753 members 
Entering Unmasked Estep 
Score: -937884.687500 Penalty: 4541.685059
	Iteration 0F: 3 clusters Score -937884.7 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -940383.250000 Penalty: 4541.685059
	Iteration 1F: 3 clusters Score -940383.2 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -940978.562500 Penalty: 4541.685059
	Iteration 2F: 3 clusters Score -940978.6 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -941547.375000 Penalty: 4541.685059
	Iteration 3F: 3 clusters Score -941547.4 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -942018.187500 Penalty: 4541.685059
	Iteration 4F: 3 clusters Score -942018.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -942425.750000 Penalty: 4541.685059
	Iteration 5F: 3 clusters Score -942425.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -942730.187500 Penalty: 4541.685059
	Iteration 6Q: 3 clusters Score -942730.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -943005.812500 Penalty: 4541.685059
	Iteration 7Q: 3 clusters Score -943005.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -943291.687500 Penalty: 4541.685059
	Iteration 8Q: 3 clusters Score -943291.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -943511.875000 Penalty: 4541.685059
	Iteration 9Q: 3 clusters Score -943511.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -943652.187500 Penalty: 4541.685059
	Iteration 10Q: 3 clusters Score -943652.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -943750.875000 Penalty: 4541.685059
	Iteration 11Q: 3 clusters Score -943750.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -943827.187500 Penalty: 4541.685059
	Iteration 12Q: 3 clusters Score -943827.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -943882.687500 Penalty: 4541.685059
	Iteration 13Q: 3 clusters Score -943882.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -943919.062500 Penalty: 4541.685059
	Iteration 14Q: 3 clusters Score -943919.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -943948.875000 Penalty: 4541.685059
	Iteration 15Q: 3 clusters Score -943948.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -943969.000000 Penalty: 4541.685059
	Iteration 16Q: 3 clusters Score -943969 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -943978.125000 Penalty: 4541.685059
	Iteration 17Q: 3 clusters Score -943978.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -943985.875000 Penalty: 4541.685059
	Iteration 18Q: 3 clusters Score -943985.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -943991.125000 Penalty: 4541.685059
	Iteration 19Q: 3 clusters Score -943991.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -943996.125000 Penalty: 4541.685059
	Iteration 20F: 3 clusters Score -943996.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -944002.062500 Penalty: 4541.685059
	Iteration 21Q: 3 clusters Score -944002.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -944003.000000 Penalty: 4541.685059
	Iteration 22Q: 3 clusters Score -944003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -944005.625000 Penalty: 4541.685059
	Iteration 23Q: 3 clusters Score -944005.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -944010.000000 Penalty: 4541.685059
	Iteration 24Q: 3 clusters Score -944010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -944008.062500 Penalty: 4541.685059
	Iteration 25Q: 3 clusters Score -944008.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -944009.125000 Penalty: 4541.685059
	Iteration 26Q: 3 clusters Score -944009.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -944010.750000 Penalty: 4541.685059
	Iteration 27Q: 3 clusters Score -944010.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -944010.062500 Penalty: 4541.685059
	Iteration 28Q: 3 clusters Score -944010.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -944012.125000 Penalty: 4541.685059
	Iteration 29Q: 3 clusters Score -944012.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -944011.062500 Penalty: 4541.685059
	Iteration 30Q: 3 clusters Score -944011.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -944012.187500 Penalty: 4541.685059
	Iteration 31Q: 3 clusters Score -944012.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -944011.000000 Penalty: 4541.685059
	Iteration 32Q: 3 clusters Score -944011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -944013.875000 Penalty: 4541.685059
	Iteration 33Q: 3 clusters Score -944013.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -944015.500000 Penalty: 4541.685059
	Iteration 34Q: 3 clusters Score -944015.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -944015.625000 Penalty: 4541.685059
	Iteration 35Q: 3 clusters Score -944015.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -944015.312500 Penalty: 4541.685059
	Iteration 36Q: 3 clusters Score -944015.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -944015.312500 Penalty: 4541.685059
	Iteration 37Q: 3 clusters Score -944015.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -944018.187500 Penalty: 4541.685059
	Iteration 38Q: 3 clusters Score -944018.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -944023.000000 Penalty: 4541.685059
	Iteration 39Q: 3 clusters Score -944023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -944022.562500 Penalty: 4541.685059
	Iteration 40F: 3 clusters Score -944022.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -944024.750000 Penalty: 4541.685059
	Iteration 41Q: 3 clusters Score -944024.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -944024.437500 Penalty: 4541.685059
	Iteration 42Q: 3 clusters Score -944024.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -944028.125000 Penalty: 4541.685059
	Iteration 43Q: 3 clusters Score -944028.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -944029.312500 Penalty: 4541.685059
	Iteration 44Q: 3 clusters Score -944029.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -944030.687500 Penalty: 4541.685059
	Iteration 45Q: 3 clusters Score -944030.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -944033.812500 Penalty: 4541.685059
	Iteration 46Q: 3 clusters Score -944033.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -944035.562500 Penalty: 4541.685059
	Iteration 47Q: 3 clusters Score -944035.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -944034.937500 Penalty: 4541.685059
	Iteration 48Q: 3 clusters Score -944034.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -944036.750000 Penalty: 4541.685059
	Iteration 49Q: 3 clusters Score -944036.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -944040.187500 Penalty: 4541.685059
	Iteration 50Q: 3 clusters Score -944040.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -944046.062500 Penalty: 4541.685059
	Iteration 51Q: 3 clusters Score -944046.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -944049.937500 Penalty: 4541.685059
	Iteration 52Q: 3 clusters Score -944049.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -944053.437500 Penalty: 4541.685059
	Iteration 53Q: 3 clusters Score -944053.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -944057.250000 Penalty: 4541.685059
	Iteration 54Q: 3 clusters Score -944057.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -944058.812500 Penalty: 4541.685059
	Iteration 55Q: 3 clusters Score -944058.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -944060.125000 Penalty: 4541.685059
	Iteration 56Q: 3 clusters Score -944060.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -944064.187500 Penalty: 4541.685059
	Iteration 57Q: 3 clusters Score -944064.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -944066.375000 Penalty: 4541.685059
	Iteration 58Q: 3 clusters Score -944066.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -944070.062500 Penalty: 4541.685059
	Iteration 59Q: 3 clusters Score -944070.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -944075.250000 Penalty: 4541.685059
	Iteration 60F: 3 clusters Score -944075.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -944079.125000 Penalty: 4541.685059
	Iteration 61Q: 3 clusters Score -944079.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -944082.187500 Penalty: 4541.685059
	Iteration 62Q: 3 clusters Score -944082.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -944085.875000 Penalty: 4541.685059
	Iteration 63Q: 3 clusters Score -944085.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -944086.812500 Penalty: 4541.685059
	Iteration 64Q: 3 clusters Score -944086.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -944086.375000 Penalty: 4541.685059
	Iteration 65Q: 3 clusters Score -944086.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -944087.687500 Penalty: 4541.685059
	Iteration 66Q: 3 clusters Score -944087.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -944089.250000 Penalty: 4541.685059
	Iteration 67Q: 3 clusters Score -944089.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -944091.875000 Penalty: 4541.685059
	Iteration 68Q: 3 clusters Score -944091.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -944091.750000 Penalty: 4541.685059
	Iteration 69Q: 3 clusters Score -944091.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -944092.312500 Penalty: 4541.685059
	Iteration 70Q: 3 clusters Score -944092.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -944094.062500 Penalty: 4541.685059
	Iteration 71Q: 3 clusters Score -944094.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -944096.875000 Penalty: 4541.685059
	Iteration 72Q: 3 clusters Score -944096.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -944097.812500 Penalty: 4541.685059
	Iteration 73Q: 3 clusters Score -944097.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -944098.062500 Penalty: 4541.685059
	Iteration 74Q: 3 clusters Score -944098.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -944098.500000 Penalty: 4541.685059
	Iteration 75Q: 3 clusters Score -944098.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -944099.687500 Penalty: 4541.685059
	Iteration 76Q: 3 clusters Score -944099.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -944103.375000 Penalty: 4541.685059
	Iteration 77Q: 3 clusters Score -944103.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -944106.812500 Penalty: 4541.685059
	Iteration 78Q: 3 clusters Score -944106.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -944111.000000 Penalty: 4541.685059
	Iteration 79Q: 3 clusters Score -944111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -944113.312500 Penalty: 4541.685059
	Iteration 80F: 3 clusters Score -944113.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -944114.437500 Penalty: 4541.685059
	Iteration 81Q: 3 clusters Score -944114.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -944118.750000 Penalty: 4541.685059
	Iteration 82Q: 3 clusters Score -944118.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -944125.187500 Penalty: 4541.685059
	Iteration 83Q: 3 clusters Score -944125.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -944134.187500 Penalty: 4541.685059
	Iteration 84Q: 3 clusters Score -944134.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -944138.687500 Penalty: 4541.685059
	Iteration 85Q: 3 clusters Score -944138.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -944144.000000 Penalty: 4541.685059
	Iteration 86Q: 3 clusters Score -944144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -944148.812500 Penalty: 4541.685059
	Iteration 87Q: 3 clusters Score -944148.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -944153.062500 Penalty: 4541.685059
	Iteration 88Q: 3 clusters Score -944153.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -944160.625000 Penalty: 4541.685059
	Iteration 89Q: 3 clusters Score -944160.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -944162.500000 Penalty: 4541.685059
	Iteration 90Q: 3 clusters Score -944162.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -944166.187500 Penalty: 4541.685059
	Iteration 91Q: 3 clusters Score -944166.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -944164.812500 Penalty: 4541.685059
	Iteration 92Q: 3 clusters Score -944164.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -944168.437500 Penalty: 4541.685059
	Iteration 93Q: 3 clusters Score -944168.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -944175.312500 Penalty: 4541.685059
	Iteration 94Q: 3 clusters Score -944175.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -944180.875000 Penalty: 4541.685059
	Iteration 95Q: 3 clusters Score -944180.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -944182.312500 Penalty: 4541.685059
	Iteration 96Q: 3 clusters Score -944182.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -944185.375000 Penalty: 4541.685059
	Iteration 97Q: 3 clusters Score -944185.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -944187.187500 Penalty: 4541.685059
	Iteration 98Q: 3 clusters Score -944187.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -944186.875000 Penalty: 4541.685059
	Iteration 99Q: 3 clusters Score -944186.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -944190.312500 Penalty: 4541.685059
	Iteration 100F: 3 clusters Score -944190.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -944194.062500 Penalty: 4541.685059
	Iteration 101Q: 3 clusters Score -944194.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -944194.750000 Penalty: 4541.685059
	Iteration 102Q: 3 clusters Score -944194.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -944197.687500 Penalty: 4541.685059
	Iteration 103Q: 3 clusters Score -944197.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -944200.000000 Penalty: 4541.685059
	Iteration 104Q: 3 clusters Score -944200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -944201.000000 Penalty: 4541.685059
	Iteration 105Q: 3 clusters Score -944201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -944201.250000 Penalty: 4541.685059
	Iteration 106Q: 3 clusters Score -944201.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -944201.125000 Penalty: 4541.685059
	Iteration 107Q: 3 clusters Score -944201.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -944202.250000 Penalty: 4541.685059
	Iteration 108Q: 3 clusters Score -944202.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -944202.125000 Penalty: 4541.685059
	Iteration 109Q: 3 clusters Score -944202.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -944201.250000 Penalty: 4541.685059
	Iteration 110Q: 3 clusters Score -944201.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -944201.750000 Penalty: 4541.685059
	Iteration 111Q: 3 clusters Score -944201.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -944201.250000 Penalty: 4541.685059
	Iteration 112Q: 3 clusters Score -944201.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -944202.187500 Penalty: 4541.685059
	Iteration 113Q: 3 clusters Score -944202.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -944201.812500 Penalty: 4541.685059
	Iteration 114Q: 3 clusters Score -944201.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -944201.312500 Penalty: 4541.685059
	Iteration 115Q: 3 clusters Score -944201.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -944203.312500 Penalty: 4541.685059
	Iteration 116Q: 3 clusters Score -944203.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -944203.187500 Penalty: 4541.685059
	Iteration 117Q: 3 clusters Score -944203.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -944202.625000 Penalty: 4541.685059
	Iteration 118Q: 3 clusters Score -944202.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -944204.500000 Penalty: 4541.685059
	Iteration 119Q: 3 clusters Score -944204.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -944203.500000 Penalty: 4541.685059
	Iteration 120F: 3 clusters Score -944203.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -944205.937500 Penalty: 4541.685059
	Iteration 121Q: 3 clusters Score -944205.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -944207.250000 Penalty: 4541.685059
	Iteration 122Q: 3 clusters Score -944207.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -944207.250000 Penalty: 4541.685059
	Iteration 123F: 3 clusters Score -944207.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (5072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Entering Unmasked Estep 
Score: -546052.062500 Penalty: 2115.809570
	Iteration 0F: 2 clusters Score -546052.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -541496.937500 Penalty: 4231.619141
	Iteration 0F: 3 clusters Score -541496.9 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -542545.937500 Penalty: 4231.619141
	Iteration 1F: 3 clusters Score -542545.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -542779.812500 Penalty: 4231.619141
	Iteration 2F: 3 clusters Score -542779.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -542966.500000 Penalty: 4231.619141
	Iteration 3F: 3 clusters Score -542966.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -543108.562500 Penalty: 4231.619141
	Iteration 4Q: 3 clusters Score -543108.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -543233.687500 Penalty: 4231.619141
	Iteration 5Q: 3 clusters Score -543233.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -543361.187500 Penalty: 4231.619141
	Iteration 6Q: 3 clusters Score -543361.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -543489.437500 Penalty: 4231.619141
	Iteration 7Q: 3 clusters Score -543489.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -543617.687500 Penalty: 4231.619141
	Iteration 8Q: 3 clusters Score -543617.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -543768.625000 Penalty: 4231.619141
	Iteration 9Q: 3 clusters Score -543768.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -543919.000000 Penalty: 4231.619141
	Iteration 10Q: 3 clusters Score -543919 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -544059.562500 Penalty: 4231.619141
	Iteration 11Q: 3 clusters Score -544059.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -544201.125000 Penalty: 4231.619141
	Iteration 12Q: 3 clusters Score -544201.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -544317.500000 Penalty: 4231.619141
	Iteration 13Q: 3 clusters Score -544317.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -544426.250000 Penalty: 4231.619141
	Iteration 14Q: 3 clusters Score -544426.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -544534.187500 Penalty: 4231.619141
	Iteration 15Q: 3 clusters Score -544534.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -544660.187500 Penalty: 4231.619141
	Iteration 16Q: 3 clusters Score -544660.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -544823.000000 Penalty: 4231.619141
	Iteration 17Q: 3 clusters Score -544823 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -545052.750000 Penalty: 4231.619141
	Iteration 18Q: 3 clusters Score -545052.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -545290.625000 Penalty: 4231.619141
	Iteration 19Q: 3 clusters Score -545290.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -545448.000000 Penalty: 4231.619141
	Iteration 20F: 3 clusters Score -545448 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -545510.500000 Penalty: 4231.619141
	Iteration 21Q: 3 clusters Score -545510.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -545535.812500 Penalty: 4231.619141
	Iteration 22Q: 3 clusters Score -545535.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -545546.375000 Penalty: 4231.619141
	Iteration 23Q: 3 clusters Score -545546.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -545547.937500 Penalty: 4231.619141
	Iteration 24Q: 3 clusters Score -545547.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -545548.437500 Penalty: 4231.619141
	Iteration 25Q: 3 clusters Score -545548.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -545549.687500 Penalty: 4231.619141
	Iteration 26Q: 3 clusters Score -545549.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -545550.937500 Penalty: 4231.619141
	Iteration 27Q: 3 clusters Score -545550.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -545552.750000 Penalty: 4231.619141
	Iteration 28Q: 3 clusters Score -545552.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -545552.750000 Penalty: 4231.619141
	Iteration 29F: 3 clusters Score -545552.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -69030.601562 Penalty: 1625.021973
	Iteration 0F: 2 clusters Score -69030.6 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 347 members 
Entering Unmasked Estep 
Score: -67323.492188 Penalty: 3250.043945
	Iteration 0F: 3 clusters Score -67323.49 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -67588.023438 Penalty: 3250.043945
	Iteration 1F: 3 clusters Score -67588.02 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -67694.250000 Penalty: 3250.043945
	Iteration 2F: 3 clusters Score -67694.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -67752.046875 Penalty: 3250.043945
	Iteration 3Q: 3 clusters Score -67752.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -67775.828125 Penalty: 3250.043945
	Iteration 4Q: 3 clusters Score -67775.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -67797.554688 Penalty: 3250.043945
	Iteration 5Q: 3 clusters Score -67797.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -67811.906250 Penalty: 3250.043945
	Iteration 6Q: 3 clusters Score -67811.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -67832.164062 Penalty: 3250.043945
	Iteration 7Q: 3 clusters Score -67832.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -67844.101562 Penalty: 3250.043945
	Iteration 8Q: 3 clusters Score -67844.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -67850.632812 Penalty: 3250.043945
	Iteration 9Q: 3 clusters Score -67850.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -67860.226562 Penalty: 3250.043945
	Iteration 10Q: 3 clusters Score -67860.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67873.539062 Penalty: 3250.043945
	Iteration 11Q: 3 clusters Score -67873.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -67893.781250 Penalty: 3250.043945
	Iteration 12Q: 3 clusters Score -67893.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -67917.992188 Penalty: 3250.043945
	Iteration 13Q: 3 clusters Score -67917.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -67943.453125 Penalty: 3250.043945
	Iteration 14Q: 3 clusters Score -67943.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -67972.382812 Penalty: 3250.043945
	Iteration 15Q: 3 clusters Score -67972.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -67994.835938 Penalty: 3250.043945
	Iteration 16Q: 3 clusters Score -67994.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68022.617188 Penalty: 3250.043945
	Iteration 17Q: 3 clusters Score -68022.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -68042.093750 Penalty: 3250.043945
	Iteration 18Q: 3 clusters Score -68042.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -68066.835938 Penalty: 3250.043945
	Iteration 19Q: 3 clusters Score -68066.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -68080.218750 Penalty: 3250.043945
	Iteration 20F: 3 clusters Score -68080.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68086.187500 Penalty: 3250.043945
	Iteration 21Q: 3 clusters Score -68086.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68089.164062 Penalty: 3250.043945
	Iteration 22Q: 3 clusters Score -68089.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -68094.046875 Penalty: 3250.043945
	Iteration 23Q: 3 clusters Score -68094.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -68094.046875 Penalty: 3250.043945
	Iteration 24F: 3 clusters Score -68094.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (28167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Entering Unmasked Estep 
Score: -3085353.500000 Penalty: 2540.984863
	Iteration 0F: 2 clusters Score -3085354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -3065967.000000 Penalty: 5081.969727
	Iteration 0F: 3 clusters Score -3065967 nChanged 12661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -3073087.750000 Penalty: 5081.969727
	Iteration 1F: 3 clusters Score -3073088 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -3073760.250000 Penalty: 5081.969727
	Iteration 2F: 3 clusters Score -3073760 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -3074565.500000 Penalty: 5081.969727
	Iteration 3F: 3 clusters Score -3074566 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -3075578.750000 Penalty: 5081.969727
	Iteration 4F: 3 clusters Score -3075579 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -3076802.250000 Penalty: 5081.969727
	Iteration 5F: 3 clusters Score -3076802 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -3078227.000000 Penalty: 5081.969727
	Iteration 6F: 3 clusters Score -3078227 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -3079619.000000 Penalty: 5081.969727
	Iteration 7F: 3 clusters Score -3079619 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -3080765.250000 Penalty: 5081.969727
	Iteration 8Q: 3 clusters Score -3080765 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -3081678.250000 Penalty: 5081.969727
	Iteration 9Q: 3 clusters Score -3081678 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -3082339.750000 Penalty: 5081.969727
	Iteration 10Q: 3 clusters Score -3082340 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -3082771.250000 Penalty: 5081.969727
	Iteration 11Q: 3 clusters Score -3082771 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -3083059.000000 Penalty: 5081.969727
	Iteration 12Q: 3 clusters Score -3083059 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -3083231.500000 Penalty: 5081.969727
	Iteration 13Q: 3 clusters Score -3083232 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -3083325.250000 Penalty: 5081.969727
	Iteration 14Q: 3 clusters Score -3083325 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -3083380.750000 Penalty: 5081.969727
	Iteration 15Q: 3 clusters Score -3083381 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -3083418.500000 Penalty: 5081.969727
	Iteration 16Q: 3 clusters Score -3083418 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -3083436.500000 Penalty: 5081.969727
	Iteration 17Q: 3 clusters Score -3083436 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -3083451.500000 Penalty: 5081.969727
	Iteration 18Q: 3 clusters Score -3083452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -3083466.500000 Penalty: 5081.969727
	Iteration 19Q: 3 clusters Score -3083466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -3083475.250000 Penalty: 5081.969727
	Iteration 20F: 3 clusters Score -3083475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -3083484.250000 Penalty: 5081.969727
	Iteration 21Q: 3 clusters Score -3083484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -3083489.750000 Penalty: 5081.969727
	Iteration 22Q: 3 clusters Score -3083490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -3083490.500000 Penalty: 5081.969727
	Iteration 23Q: 3 clusters Score -3083490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -3083495.500000 Penalty: 5081.969727
	Iteration 24Q: 3 clusters Score -3083496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -3083502.750000 Penalty: 5081.969727
	Iteration 25Q: 3 clusters Score -3083503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -3083501.750000 Penalty: 5081.969727
	Iteration 26Q: 3 clusters Score -3083502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -3083512.000000 Penalty: 5081.969727
	Iteration 27Q: 3 clusters Score -3083512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -3083511.750000 Penalty: 5081.969727
	Iteration 28Q: 3 clusters Score -3083512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -3083517.750000 Penalty: 5081.969727
	Iteration 29Q: 3 clusters Score -3083518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -3083527.750000 Penalty: 5081.969727
	Iteration 30Q: 3 clusters Score -3083528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -3083539.000000 Penalty: 5081.969727
	Iteration 31Q: 3 clusters Score -3083539 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -3083548.250000 Penalty: 5081.969727
	Iteration 32Q: 3 clusters Score -3083548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -3083559.500000 Penalty: 5081.969727
	Iteration 33Q: 3 clusters Score -3083560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -3083565.250000 Penalty: 5081.969727
	Iteration 34Q: 3 clusters Score -3083565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -3083582.500000 Penalty: 5081.969727
	Iteration 35Q: 3 clusters Score -3083582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -3083599.250000 Penalty: 5081.969727
	Iteration 36Q: 3 clusters Score -3083599 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -3083599.500000 Penalty: 5081.969727
	Iteration 37Q: 3 clusters Score -3083600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -3083613.500000 Penalty: 5081.969727
	Iteration 38Q: 3 clusters Score -3083614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -3083619.000000 Penalty: 5081.969727
	Iteration 39Q: 3 clusters Score -3083619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -3083619.500000 Penalty: 5081.969727
	Iteration 40F: 3 clusters Score -3083620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -3083627.250000 Penalty: 5081.969727
	Iteration 41Q: 3 clusters Score -3083627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -3083628.000000 Penalty: 5081.969727
	Iteration 42Q: 3 clusters Score -3083628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -3083628.000000 Penalty: 5081.969727
	Iteration 43F: 3 clusters Score -3083628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Entering Unmasked Estep 
Score: -183194.218750 Penalty: 1839.261841
	Iteration 0F: 2 clusters Score -183194.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -180792.875000 Penalty: 3678.523682
	Iteration 0F: 3 clusters Score -180792.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -181158.843750 Penalty: 3678.523682
	Iteration 1F: 3 clusters Score -181158.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -181263.453125 Penalty: 3678.523682
	Iteration 2F: 3 clusters Score -181263.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -181329.750000 Penalty: 3678.523682
	Iteration 3Q: 3 clusters Score -181329.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -181365.968750 Penalty: 3678.523682
	Iteration 4Q: 3 clusters Score -181366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -181382.203125 Penalty: 3678.523682
	Iteration 5Q: 3 clusters Score -181382.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -181389.593750 Penalty: 3678.523682
	Iteration 6Q: 3 clusters Score -181389.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -181400.437500 Penalty: 3678.523682
	Iteration 7Q: 3 clusters Score -181400.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -181404.546875 Penalty: 3678.523682
	Iteration 8Q: 3 clusters Score -181404.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -181408.828125 Penalty: 3678.523682
	Iteration 9Q: 3 clusters Score -181408.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -181413.421875 Penalty: 3678.523682
	Iteration 10Q: 3 clusters Score -181413.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -181418.109375 Penalty: 3678.523682
	Iteration 11Q: 3 clusters Score -181418.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -181419.328125 Penalty: 3678.523682
	Iteration 12Q: 3 clusters Score -181419.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -181421.125000 Penalty: 3678.523682
	Iteration 13Q: 3 clusters Score -181421.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -181424.265625 Penalty: 3678.523682
	Iteration 14Q: 3 clusters Score -181424.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -181425.843750 Penalty: 3678.523682
	Iteration 15Q: 3 clusters Score -181425.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -181426.234375 Penalty: 3678.523682
	Iteration 16Q: 3 clusters Score -181426.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -181426.234375 Penalty: 3678.523682
	Iteration 17F: 3 clusters Score -181426.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (17330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Entering Unmasked Estep 
Score: -1886649.500000 Penalty: 2420.528320
	Iteration 0F: 2 clusters Score -1886650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1874207.250000 Penalty: 4841.056641
	Iteration 0F: 3 clusters Score -1874207 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1878210.875000 Penalty: 4841.056641
	Iteration 1F: 3 clusters Score -1878211 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1878626.750000 Penalty: 4841.056641
	Iteration 2F: 3 clusters Score -1878627 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1878995.500000 Penalty: 4841.056641
	Iteration 3Q: 3 clusters Score -1878996 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1879397.375000 Penalty: 4841.056641
	Iteration 4Q: 3 clusters Score -1879397 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1879855.750000 Penalty: 4841.056641
	Iteration 5Q: 3 clusters Score -1879856 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1880307.875000 Penalty: 4841.056641
	Iteration 6Q: 3 clusters Score -1880308 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1880773.500000 Penalty: 4841.056641
	Iteration 7Q: 3 clusters Score -1880774 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1881239.375000 Penalty: 4841.056641
	Iteration 8Q: 3 clusters Score -1881239 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1881681.500000 Penalty: 4841.056641
	Iteration 9Q: 3 clusters Score -1881682 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1882022.250000 Penalty: 4841.056641
	Iteration 10Q: 3 clusters Score -1882022 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1882304.250000 Penalty: 4841.056641
	Iteration 11Q: 3 clusters Score -1882304 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1882486.250000 Penalty: 4841.056641
	Iteration 12Q: 3 clusters Score -1882486 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1882641.750000 Penalty: 4841.056641
	Iteration 13Q: 3 clusters Score -1882642 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1882755.500000 Penalty: 4841.056641
	Iteration 14Q: 3 clusters Score -1882756 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1882872.875000 Penalty: 4841.056641
	Iteration 15Q: 3 clusters Score -1882873 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1882984.750000 Penalty: 4841.056641
	Iteration 16Q: 3 clusters Score -1882985 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1883089.875000 Penalty: 4841.056641
	Iteration 17Q: 3 clusters Score -1883090 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1883185.375000 Penalty: 4841.056641
	Iteration 18Q: 3 clusters Score -1883185 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1883275.375000 Penalty: 4841.056641
	Iteration 19Q: 3 clusters Score -1883275 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1883362.500000 Penalty: 4841.056641
	Iteration 20F: 3 clusters Score -1883362 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1883451.625000 Penalty: 4841.056641
	Iteration 21Q: 3 clusters Score -1883452 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1883522.500000 Penalty: 4841.056641
	Iteration 22Q: 3 clusters Score -1883522 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1883606.375000 Penalty: 4841.056641
	Iteration 23Q: 3 clusters Score -1883606 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1883679.000000 Penalty: 4841.056641
	Iteration 24Q: 3 clusters Score -1883679 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1883764.125000 Penalty: 4841.056641
	Iteration 25Q: 3 clusters Score -1883764 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1883845.500000 Penalty: 4841.056641
	Iteration 26Q: 3 clusters Score -1883846 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1883928.875000 Penalty: 4841.056641
	Iteration 27Q: 3 clusters Score -1883929 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1883991.250000 Penalty: 4841.056641
	Iteration 28Q: 3 clusters Score -1883991 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1884054.875000 Penalty: 4841.056641
	Iteration 29Q: 3 clusters Score -1884055 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1884133.375000 Penalty: 4841.056641
	Iteration 30Q: 3 clusters Score -1884133 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1884193.750000 Penalty: 4841.056641
	Iteration 31Q: 3 clusters Score -1884194 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1884241.875000 Penalty: 4841.056641
	Iteration 32Q: 3 clusters Score -1884242 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1884271.750000 Penalty: 4841.056641
	Iteration 33Q: 3 clusters Score -1884272 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1884304.500000 Penalty: 4841.056641
	Iteration 34Q: 3 clusters Score -1884304 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1884329.500000 Penalty: 4841.056641
	Iteration 35Q: 3 clusters Score -1884330 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1884347.125000 Penalty: 4841.056641
	Iteration 36Q: 3 clusters Score -1884347 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1884363.750000 Penalty: 4841.056641
	Iteration 37Q: 3 clusters Score -1884364 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1884382.500000 Penalty: 4841.056641
	Iteration 38Q: 3 clusters Score -1884382 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1884398.875000 Penalty: 4841.056641
	Iteration 39Q: 3 clusters Score -1884399 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1884418.875000 Penalty: 4841.056641
	Iteration 40F: 3 clusters Score -1884419 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1884439.500000 Penalty: 4841.056641
	Iteration 41Q: 3 clusters Score -1884440 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1884462.500000 Penalty: 4841.056641
	Iteration 42Q: 3 clusters Score -1884462 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1884483.000000 Penalty: 4841.056641
	Iteration 43Q: 3 clusters Score -1884483 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1884506.250000 Penalty: 4841.056641
	Iteration 44Q: 3 clusters Score -1884506 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1884520.875000 Penalty: 4841.056641
	Iteration 45Q: 3 clusters Score -1884521 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1884536.250000 Penalty: 4841.056641
	Iteration 46Q: 3 clusters Score -1884536 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1884547.125000 Penalty: 4841.056641
	Iteration 47Q: 3 clusters Score -1884547 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1884559.625000 Penalty: 4841.056641
	Iteration 48Q: 3 clusters Score -1884560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1884558.375000 Penalty: 4841.056641
	Iteration 49Q: 3 clusters Score -1884558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1884564.125000 Penalty: 4841.056641
	Iteration 50Q: 3 clusters Score -1884564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1884568.750000 Penalty: 4841.056641
	Iteration 51Q: 3 clusters Score -1884569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1884574.625000 Penalty: 4841.056641
	Iteration 52Q: 3 clusters Score -1884575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1884578.125000 Penalty: 4841.056641
	Iteration 53Q: 3 clusters Score -1884578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1884581.625000 Penalty: 4841.056641
	Iteration 54Q: 3 clusters Score -1884582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1884583.375000 Penalty: 4841.056641
	Iteration 55Q: 3 clusters Score -1884583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1884583.000000 Penalty: 4841.056641
	Iteration 56Q: 3 clusters Score -1884583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1884584.500000 Penalty: 4841.056641
	Iteration 57Q: 3 clusters Score -1884584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1884589.125000 Penalty: 4841.056641
	Iteration 58Q: 3 clusters Score -1884589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1884589.125000 Penalty: 4841.056641
	Iteration 59Q: 3 clusters Score -1884589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1884591.375000 Penalty: 4841.056641
	Iteration 60F: 3 clusters Score -1884591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1884594.375000 Penalty: 4841.056641
	Iteration 61Q: 3 clusters Score -1884594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1884597.125000 Penalty: 4841.056641
	Iteration 62Q: 3 clusters Score -1884597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1884602.625000 Penalty: 4841.056641
	Iteration 63Q: 3 clusters Score -1884603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1884604.750000 Penalty: 4841.056641
	Iteration 64Q: 3 clusters Score -1884605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1884607.750000 Penalty: 4841.056641
	Iteration 65Q: 3 clusters Score -1884608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1884608.500000 Penalty: 4841.056641
	Iteration 66Q: 3 clusters Score -1884608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1884610.500000 Penalty: 4841.056641
	Iteration 67Q: 3 clusters Score -1884610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1884613.750000 Penalty: 4841.056641
	Iteration 68Q: 3 clusters Score -1884614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1884614.375000 Penalty: 4841.056641
	Iteration 69Q: 3 clusters Score -1884614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1884615.750000 Penalty: 4841.056641
	Iteration 70Q: 3 clusters Score -1884616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1884624.500000 Penalty: 4841.056641
	Iteration 71Q: 3 clusters Score -1884624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1884630.000000 Penalty: 4841.056641
	Iteration 72Q: 3 clusters Score -1884630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1884632.750000 Penalty: 4841.056641
	Iteration 73Q: 3 clusters Score -1884633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1884637.625000 Penalty: 4841.056641
	Iteration 74Q: 3 clusters Score -1884638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1884642.250000 Penalty: 4841.056641
	Iteration 75Q: 3 clusters Score -1884642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1884639.875000 Penalty: 4841.056641
	Iteration 76Q: 3 clusters Score -1884640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1884645.375000 Penalty: 4841.056641
	Iteration 77Q: 3 clusters Score -1884645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1884649.750000 Penalty: 4841.056641
	Iteration 78Q: 3 clusters Score -1884650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1884651.125000 Penalty: 4841.056641
	Iteration 79Q: 3 clusters Score -1884651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1884650.375000 Penalty: 4841.056641
	Iteration 80F: 3 clusters Score -1884650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1884649.125000 Penalty: 4841.056641
	Iteration 81Q: 3 clusters Score -1884649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1884653.000000 Penalty: 4841.056641
	Iteration 82Q: 3 clusters Score -1884653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1884653.375000 Penalty: 4841.056641
	Iteration 83Q: 3 clusters Score -1884653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1884657.625000 Penalty: 4841.056641
	Iteration 84Q: 3 clusters Score -1884658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1884655.000000 Penalty: 4841.056641
	Iteration 85Q: 3 clusters Score -1884655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1884653.750000 Penalty: 4841.056641
	Iteration 86Q: 3 clusters Score -1884654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1884660.125000 Penalty: 4841.056641
	Iteration 87Q: 3 clusters Score -1884660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1884659.125000 Penalty: 4841.056641
	Iteration 88Q: 3 clusters Score -1884659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1884658.250000 Penalty: 4841.056641
	Iteration 89Q: 3 clusters Score -1884658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1884661.250000 Penalty: 4841.056641
	Iteration 90Q: 3 clusters Score -1884661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1884659.375000 Penalty: 4841.056641
	Iteration 91Q: 3 clusters Score -1884659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1884664.875000 Penalty: 4841.056641
	Iteration 92Q: 3 clusters Score -1884665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1884665.625000 Penalty: 4841.056641
	Iteration 93Q: 3 clusters Score -1884666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1884670.000000 Penalty: 4841.056641
	Iteration 94Q: 3 clusters Score -1884670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1884670.625000 Penalty: 4841.056641
	Iteration 95Q: 3 clusters Score -1884671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1884670.000000 Penalty: 4841.056641
	Iteration 96Q: 3 clusters Score -1884670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1884671.125000 Penalty: 4841.056641
	Iteration 97Q: 3 clusters Score -1884671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1884671.750000 Penalty: 4841.056641
	Iteration 98Q: 3 clusters Score -1884672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1884675.625000 Penalty: 4841.056641
	Iteration 99Q: 3 clusters Score -1884676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1884674.125000 Penalty: 4841.056641
	Iteration 100F: 3 clusters Score -1884674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1884674.250000 Penalty: 4841.056641
	Iteration 101Q: 3 clusters Score -1884674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1884676.125000 Penalty: 4841.056641
	Iteration 102Q: 3 clusters Score -1884676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1884676.250000 Penalty: 4841.056641
	Iteration 103Q: 3 clusters Score -1884676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1884680.000000 Penalty: 4841.056641
	Iteration 104Q: 3 clusters Score -1884680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1884679.875000 Penalty: 4841.056641
	Iteration 105Q: 3 clusters Score -1884680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1884685.250000 Penalty: 4841.056641
	Iteration 106Q: 3 clusters Score -1884685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1884682.375000 Penalty: 4841.056641
	Iteration 107Q: 3 clusters Score -1884682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1884688.125000 Penalty: 4841.056641
	Iteration 108Q: 3 clusters Score -1884688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1884687.250000 Penalty: 4841.056641
	Iteration 109Q: 3 clusters Score -1884687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1884687.625000 Penalty: 4841.056641
	Iteration 110Q: 3 clusters Score -1884688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1884688.375000 Penalty: 4841.056641
	Iteration 111Q: 3 clusters Score -1884688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1884688.375000 Penalty: 4841.056641
	Iteration 112F: 3 clusters Score -1884688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -15116.720703 Penalty: 1272.214844
	Iteration 0F: 2 clusters Score -15116.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14091.803711 Penalty: 2544.429688
	Iteration 0F: 3 clusters Score -14091.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14107.159180 Penalty: 2544.429688
	Iteration 1Q: 3 clusters Score -14107.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14107.159180 Penalty: 2544.429688
	Iteration 2F: 3 clusters Score -14107.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Entering Unmasked Estep 
Score: -365471.531250 Penalty: 2012.426758
	Iteration 0F: 2 clusters Score -365471.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -361949.250000 Penalty: 4024.853516
	Iteration 0F: 3 clusters Score -361949.2 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -362677.750000 Penalty: 4024.853516
	Iteration 1F: 3 clusters Score -362677.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -362835.187500 Penalty: 4024.853516
	Iteration 2F: 3 clusters Score -362835.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -362920.937500 Penalty: 4024.853516
	Iteration 3Q: 3 clusters Score -362920.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -362982.062500 Penalty: 4024.853516
	Iteration 4Q: 3 clusters Score -362982.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -363023.250000 Penalty: 4024.853516
	Iteration 5Q: 3 clusters Score -363023.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -363054.375000 Penalty: 4024.853516
	Iteration 6Q: 3 clusters Score -363054.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -363076.500000 Penalty: 4024.853516
	Iteration 7Q: 3 clusters Score -363076.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -363091.687500 Penalty: 4024.853516
	Iteration 8Q: 3 clusters Score -363091.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -363103.718750 Penalty: 4024.853516
	Iteration 9Q: 3 clusters Score -363103.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -363114.281250 Penalty: 4024.853516
	Iteration 10Q: 3 clusters Score -363114.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -363120.312500 Penalty: 4024.853516
	Iteration 11Q: 3 clusters Score -363120.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -363125.375000 Penalty: 4024.853516
	Iteration 12Q: 3 clusters Score -363125.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -363130.093750 Penalty: 4024.853516
	Iteration 13Q: 3 clusters Score -363130.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -363135.187500 Penalty: 4024.853516
	Iteration 14Q: 3 clusters Score -363135.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -363138.718750 Penalty: 4024.853516
	Iteration 15Q: 3 clusters Score -363138.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -363145.218750 Penalty: 4024.853516
	Iteration 16Q: 3 clusters Score -363145.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -363148.906250 Penalty: 4024.853516
	Iteration 17Q: 3 clusters Score -363148.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -363150.656250 Penalty: 4024.853516
	Iteration 18Q: 3 clusters Score -363150.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -363151.343750 Penalty: 4024.853516
	Iteration 19Q: 3 clusters Score -363151.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -363152.750000 Penalty: 4024.853516
	Iteration 20F: 3 clusters Score -363152.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -363154.593750 Penalty: 4024.853516
	Iteration 21Q: 3 clusters Score -363154.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -363157.312500 Penalty: 4024.853516
	Iteration 22Q: 3 clusters Score -363157.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -363160.593750 Penalty: 4024.853516
	Iteration 23Q: 3 clusters Score -363160.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -363165.312500 Penalty: 4024.853516
	Iteration 24Q: 3 clusters Score -363165.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -363167.875000 Penalty: 4024.853516
	Iteration 25Q: 3 clusters Score -363167.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -363170.718750 Penalty: 4024.853516
	Iteration 26Q: 3 clusters Score -363170.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -363172.500000 Penalty: 4024.853516
	Iteration 27Q: 3 clusters Score -363172.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -363174.093750 Penalty: 4024.853516
	Iteration 28Q: 3 clusters Score -363174.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -363178.687500 Penalty: 4024.853516
	Iteration 29Q: 3 clusters Score -363178.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -363180.812500 Penalty: 4024.853516
	Iteration 30Q: 3 clusters Score -363180.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -363182.343750 Penalty: 4024.853516
	Iteration 31Q: 3 clusters Score -363182.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -363183.187500 Penalty: 4024.853516
	Iteration 32Q: 3 clusters Score -363183.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -363184.406250 Penalty: 4024.853516
	Iteration 33Q: 3 clusters Score -363184.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -363184.406250 Penalty: 4024.853516
	Iteration 34F: 3 clusters Score -363184.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 20760 members 
Mstep: Class 3 contains 18799 members 
Mstep: Class 4 contains 5034 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15667 members 
Mstep: Class 8 contains 34841 members 
Mstep: Class 9 contains 7297 members 
Mstep: Class 10 contains 11285 members 
Mstep: Class 11 contains 32035 members 
Mstep: Class 12 contains 5490 members 
Mstep: Class 13 contains 22789 members 
Mstep: Class 14 contains 20839 members 
Mstep: Class 15 contains 19963 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6833 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10224 members 
Mstep: Class 21 contains 13505 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90189 members 
Mstep: Class 24 contains 29389 members 
Mstep: Class 25 contains 9356 members 
Mstep: Class 26 contains 5999 members 
Mstep: Class 27 contains 8843 members 
Mstep: Class 28 contains 14131 members 
Mstep: Class 29 contains 5203 members 
Mstep: Class 30 contains 6962 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3385 members 
Mstep: Class 34 contains 2504 members 
Mstep: Class 35 contains 5310 members 
Mstep: Class 36 contains 8622 members 
Mstep: Class 37 contains 7521 members 
Mstep: Class 38 contains 26721 members 
Mstep: Class 39 contains 7813 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1263 members 
Mstep: Class 43 contains 11070 members 
Mstep: Class 44 contains 5486 members 
Mstep: Class 45 contains 25710 members 
Mstep: Class 46 contains 16967 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14038 members 
Mstep: Class 50 contains 9477 members 
Mstep: Class 51 contains 5072 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28167 members 
Mstep: Class 54 contains 1663 members 
Mstep: Class 55 contains 17330 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774020.000000 Penalty: 189167.531250
Iteration 159Q: 58 clusters Score -6.477402e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 20757 members 
Mstep: Class 3 contains 18799 members 
Mstep: Class 4 contains 5035 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15665 members 
Mstep: Class 8 contains 34836 members 
Mstep: Class 9 contains 7296 members 
Mstep: Class 10 contains 11285 members 
Mstep: Class 11 contains 32034 members 
Mstep: Class 12 contains 5490 members 
Mstep: Class 13 contains 22787 members 
Mstep: Class 14 contains 20840 members 
Mstep: Class 15 contains 19955 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6852 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10226 members 
Mstep: Class 21 contains 13505 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29390 members 
Mstep: Class 25 contains 9358 members 
Mstep: Class 26 contains 6003 members 
Mstep: Class 27 contains 8843 members 
Mstep: Class 28 contains 14133 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6961 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3399 members 
Mstep: Class 34 contains 2505 members 
Mstep: Class 35 contains 5313 members 
Mstep: Class 36 contains 8621 members 
Mstep: Class 37 contains 7520 members 
Mstep: Class 38 contains 26725 members 
Mstep: Class 39 contains 7816 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1263 members 
Mstep: Class 43 contains 11067 members 
Mstep: Class 44 contains 5487 members 
Mstep: Class 45 contains 25704 members 
Mstep: Class 46 contains 16948 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14016 members 
Mstep: Class 50 contains 9477 members 
Mstep: Class 51 contains 5071 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28186 members 
Mstep: Class 54 contains 1663 members 
Mstep: Class 55 contains 17329 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774060.000000 Penalty: 189167.531250
Iteration 160F: 58 clusters Score -6.477406e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 20756 members 
Mstep: Class 3 contains 18796 members 
Mstep: Class 4 contains 5036 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15665 members 
Mstep: Class 8 contains 34837 members 
Mstep: Class 9 contains 7295 members 
Mstep: Class 10 contains 11284 members 
Mstep: Class 11 contains 32028 members 
Mstep: Class 12 contains 5490 members 
Mstep: Class 13 contains 22785 members 
Mstep: Class 14 contains 20841 members 
Mstep: Class 15 contains 19943 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6869 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10229 members 
Mstep: Class 21 contains 13503 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29388 members 
Mstep: Class 25 contains 9358 members 
Mstep: Class 26 contains 6008 members 
Mstep: Class 27 contains 8842 members 
Mstep: Class 28 contains 14133 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6960 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3424 members 
Mstep: Class 34 contains 2506 members 
Mstep: Class 35 contains 5313 members 
Mstep: Class 36 contains 8619 members 
Mstep: Class 37 contains 7520 members 
Mstep: Class 38 contains 26731 members 
Mstep: Class 39 contains 7820 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1263 members 
Mstep: Class 43 contains 11067 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 25694 members 
Mstep: Class 46 contains 16921 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 14002 members 
Mstep: Class 50 contains 9477 members 
Mstep: Class 51 contains 5069 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28205 members 
Mstep: Class 54 contains 1663 members 
Mstep: Class 55 contains 17329 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774056.000000 Penalty: 189167.531250
Iteration 161Q: 58 clusters Score -6.477406e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 20757 members 
Mstep: Class 3 contains 18793 members 
Mstep: Class 4 contains 5035 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15665 members 
Mstep: Class 8 contains 34836 members 
Mstep: Class 9 contains 7294 members 
Mstep: Class 10 contains 11282 members 
Mstep: Class 11 contains 32027 members 
Mstep: Class 12 contains 5490 members 
Mstep: Class 13 contains 22785 members 
Mstep: Class 14 contains 20843 members 
Mstep: Class 15 contains 19939 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6880 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10232 members 
Mstep: Class 21 contains 13503 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29387 members 
Mstep: Class 25 contains 9357 members 
Mstep: Class 26 contains 6011 members 
Mstep: Class 27 contains 8842 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6958 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 2506 members 
Mstep: Class 35 contains 5315 members 
Mstep: Class 36 contains 8616 members 
Mstep: Class 37 contains 7520 members 
Mstep: Class 38 contains 26734 members 
Mstep: Class 39 contains 7821 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1263 members 
Mstep: Class 43 contains 11063 members 
Mstep: Class 44 contains 5486 members 
Mstep: Class 45 contains 25690 members 
Mstep: Class 46 contains 16897 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13980 members 
Mstep: Class 50 contains 9476 members 
Mstep: Class 51 contains 5068 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28224 members 
Mstep: Class 54 contains 1663 members 
Mstep: Class 55 contains 17329 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773952.000000 Penalty: 189167.531250
Iteration 162Q: 58 clusters Score -6.477395e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 20756 members 
Mstep: Class 3 contains 18788 members 
Mstep: Class 4 contains 5034 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15664 members 
Mstep: Class 8 contains 34833 members 
Mstep: Class 9 contains 7292 members 
Mstep: Class 10 contains 11279 members 
Mstep: Class 11 contains 32027 members 
Mstep: Class 12 contains 5490 members 
Mstep: Class 13 contains 22785 members 
Mstep: Class 14 contains 20843 members 
Mstep: Class 15 contains 19935 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6887 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10234 members 
Mstep: Class 21 contains 13503 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29387 members 
Mstep: Class 25 contains 9357 members 
Mstep: Class 26 contains 6011 members 
Mstep: Class 27 contains 8842 members 
Mstep: Class 28 contains 14136 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6957 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3485 members 
Mstep: Class 34 contains 2504 members 
Mstep: Class 35 contains 5316 members 
Mstep: Class 36 contains 8613 members 
Mstep: Class 37 contains 7520 members 
Mstep: Class 38 contains 26736 members 
Mstep: Class 39 contains 7825 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1263 members 
Mstep: Class 43 contains 11074 members 
Mstep: Class 44 contains 5485 members 
Mstep: Class 45 contains 25686 members 
Mstep: Class 46 contains 16875 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13957 members 
Mstep: Class 50 contains 9476 members 
Mstep: Class 51 contains 5069 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28241 members 
Mstep: Class 54 contains 1664 members 
Mstep: Class 55 contains 17330 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774040.000000 Penalty: 189167.531250
Iteration 163Q: 58 clusters Score -6.477404e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 20756 members 
Mstep: Class 3 contains 18784 members 
Mstep: Class 4 contains 5034 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15664 members 
Mstep: Class 8 contains 34827 members 
Mstep: Class 9 contains 7290 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 32019 members 
Mstep: Class 12 contains 5489 members 
Mstep: Class 13 contains 22784 members 
Mstep: Class 14 contains 20844 members 
Mstep: Class 15 contains 19934 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6892 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10238 members 
Mstep: Class 21 contains 13503 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29386 members 
Mstep: Class 25 contains 9357 members 
Mstep: Class 26 contains 6012 members 
Mstep: Class 27 contains 8842 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6956 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3517 members 
Mstep: Class 34 contains 2505 members 
Mstep: Class 35 contains 5316 members 
Mstep: Class 36 contains 8611 members 
Mstep: Class 37 contains 7519 members 
Mstep: Class 38 contains 26737 members 
Mstep: Class 39 contains 7828 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1263 members 
Mstep: Class 43 contains 11087 members 
Mstep: Class 44 contains 5485 members 
Mstep: Class 45 contains 25680 members 
Mstep: Class 46 contains 16865 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13930 members 
Mstep: Class 50 contains 9474 members 
Mstep: Class 51 contains 5068 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28255 members 
Mstep: Class 54 contains 1664 members 
Mstep: Class 55 contains 17331 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774024.000000 Penalty: 189167.531250
Iteration 164Q: 58 clusters Score -6.477402e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 20757 members 
Mstep: Class 3 contains 18781 members 
Mstep: Class 4 contains 5034 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15664 members 
Mstep: Class 8 contains 34813 members 
Mstep: Class 9 contains 7287 members 
Mstep: Class 10 contains 11275 members 
Mstep: Class 11 contains 32011 members 
Mstep: Class 12 contains 5488 members 
Mstep: Class 13 contains 22784 members 
Mstep: Class 14 contains 20844 members 
Mstep: Class 15 contains 19936 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6894 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10243 members 
Mstep: Class 21 contains 13505 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29391 members 
Mstep: Class 25 contains 9359 members 
Mstep: Class 26 contains 6010 members 
Mstep: Class 27 contains 8842 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6955 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3546 members 
Mstep: Class 34 contains 2505 members 
Mstep: Class 35 contains 5317 members 
Mstep: Class 36 contains 8610 members 
Mstep: Class 37 contains 7517 members 
Mstep: Class 38 contains 26740 members 
Mstep: Class 39 contains 7829 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1263 members 
Mstep: Class 43 contains 11085 members 
Mstep: Class 44 contains 5485 members 
Mstep: Class 45 contains 25678 members 
Mstep: Class 46 contains 16854 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13919 members 
Mstep: Class 50 contains 9474 members 
Mstep: Class 51 contains 5068 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28264 members 
Mstep: Class 54 contains 1664 members 
Mstep: Class 55 contains 17331 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774004.000000 Penalty: 189167.531250
Iteration 165Q: 58 clusters Score -6.4774e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 20761 members 
Mstep: Class 3 contains 18782 members 
Mstep: Class 4 contains 5034 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15664 members 
Mstep: Class 8 contains 34805 members 
Mstep: Class 9 contains 7287 members 
Mstep: Class 10 contains 11273 members 
Mstep: Class 11 contains 32005 members 
Mstep: Class 12 contains 5488 members 
Mstep: Class 13 contains 22783 members 
Mstep: Class 14 contains 20843 members 
Mstep: Class 15 contains 19926 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6902 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10248 members 
Mstep: Class 21 contains 13505 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29396 members 
Mstep: Class 25 contains 9357 members 
Mstep: Class 26 contains 6012 members 
Mstep: Class 27 contains 8839 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6954 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3577 members 
Mstep: Class 34 contains 2504 members 
Mstep: Class 35 contains 5316 members 
Mstep: Class 36 contains 8609 members 
Mstep: Class 37 contains 7515 members 
Mstep: Class 38 contains 26745 members 
Mstep: Class 39 contains 7831 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1262 members 
Mstep: Class 43 contains 11087 members 
Mstep: Class 44 contains 5487 members 
Mstep: Class 45 contains 25670 members 
Mstep: Class 46 contains 16842 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13906 members 
Mstep: Class 50 contains 9476 members 
Mstep: Class 51 contains 5070 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28266 members 
Mstep: Class 54 contains 1664 members 
Mstep: Class 55 contains 17331 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774156.000000 Penalty: 189167.531250
Iteration 166Q: 58 clusters Score -6.477416e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 20763 members 
Mstep: Class 3 contains 18781 members 
Mstep: Class 4 contains 5033 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15662 members 
Mstep: Class 8 contains 34793 members 
Mstep: Class 9 contains 7285 members 
Mstep: Class 10 contains 11274 members 
Mstep: Class 11 contains 31998 members 
Mstep: Class 12 contains 5488 members 
Mstep: Class 13 contains 22782 members 
Mstep: Class 14 contains 20843 members 
Mstep: Class 15 contains 19917 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6912 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10256 members 
Mstep: Class 21 contains 13505 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29396 members 
Mstep: Class 25 contains 9356 members 
Mstep: Class 26 contains 6016 members 
Mstep: Class 27 contains 8839 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5201 members 
Mstep: Class 30 contains 6955 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3594 members 
Mstep: Class 34 contains 2503 members 
Mstep: Class 35 contains 5314 members 
Mstep: Class 36 contains 8604 members 
Mstep: Class 37 contains 7512 members 
Mstep: Class 38 contains 26750 members 
Mstep: Class 39 contains 7834 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1263 members 
Mstep: Class 43 contains 11087 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 25664 members 
Mstep: Class 46 contains 16832 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13905 members 
Mstep: Class 50 contains 9477 members 
Mstep: Class 51 contains 5073 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28269 members 
Mstep: Class 54 contains 1664 members 
Mstep: Class 55 contains 17332 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774184.000000 Penalty: 189167.531250
Iteration 167Q: 58 clusters Score -6.477418e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 20765 members 
Mstep: Class 3 contains 18779 members 
Mstep: Class 4 contains 5033 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15658 members 
Mstep: Class 8 contains 34791 members 
Mstep: Class 9 contains 7281 members 
Mstep: Class 10 contains 11274 members 
Mstep: Class 11 contains 31991 members 
Mstep: Class 12 contains 5488 members 
Mstep: Class 13 contains 22779 members 
Mstep: Class 14 contains 20844 members 
Mstep: Class 15 contains 19913 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6921 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10262 members 
Mstep: Class 21 contains 13505 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29397 members 
Mstep: Class 25 contains 9356 members 
Mstep: Class 26 contains 6016 members 
Mstep: Class 27 contains 8841 members 
Mstep: Class 28 contains 14133 members 
Mstep: Class 29 contains 5201 members 
Mstep: Class 30 contains 6950 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3624 members 
Mstep: Class 34 contains 2503 members 
Mstep: Class 35 contains 5313 members 
Mstep: Class 36 contains 8601 members 
Mstep: Class 37 contains 7508 members 
Mstep: Class 38 contains 26759 members 
Mstep: Class 39 contains 7837 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1263 members 
Mstep: Class 43 contains 11084 members 
Mstep: Class 44 contains 5488 members 
Mstep: Class 45 contains 25656 members 
Mstep: Class 46 contains 16815 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13900 members 
Mstep: Class 50 contains 9478 members 
Mstep: Class 51 contains 5075 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28275 members 
Mstep: Class 54 contains 1664 members 
Mstep: Class 55 contains 17332 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774276.000000 Penalty: 189167.531250
Iteration 168Q: 58 clusters Score -6.477428e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 20765 members 
Mstep: Class 3 contains 18781 members 
Mstep: Class 4 contains 5032 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15656 members 
Mstep: Class 8 contains 34784 members 
Mstep: Class 9 contains 7276 members 
Mstep: Class 10 contains 11273 members 
Mstep: Class 11 contains 31982 members 
Mstep: Class 12 contains 5489 members 
Mstep: Class 13 contains 22779 members 
Mstep: Class 14 contains 20844 members 
Mstep: Class 15 contains 19899 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6926 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10267 members 
Mstep: Class 21 contains 13504 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29398 members 
Mstep: Class 25 contains 9357 members 
Mstep: Class 26 contains 6022 members 
Mstep: Class 27 contains 8841 members 
Mstep: Class 28 contains 14133 members 
Mstep: Class 29 contains 5201 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3654 members 
Mstep: Class 34 contains 2504 members 
Mstep: Class 35 contains 5313 members 
Mstep: Class 36 contains 8597 members 
Mstep: Class 37 contains 7504 members 
Mstep: Class 38 contains 26764 members 
Mstep: Class 39 contains 7837 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1264 members 
Mstep: Class 43 contains 11087 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 25660 members 
Mstep: Class 46 contains 16799 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13892 members 
Mstep: Class 50 contains 9478 members 
Mstep: Class 51 contains 5076 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28278 members 
Mstep: Class 54 contains 1664 members 
Mstep: Class 55 contains 17333 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774216.000000 Penalty: 189167.531250
Iteration 169Q: 58 clusters Score -6.477422e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 20762 members 
Mstep: Class 3 contains 18782 members 
Mstep: Class 4 contains 5033 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15657 members 
Mstep: Class 8 contains 34779 members 
Mstep: Class 9 contains 7275 members 
Mstep: Class 10 contains 11271 members 
Mstep: Class 11 contains 31978 members 
Mstep: Class 12 contains 5489 members 
Mstep: Class 13 contains 22778 members 
Mstep: Class 14 contains 20845 members 
Mstep: Class 15 contains 19896 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6928 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10270 members 
Mstep: Class 21 contains 13502 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29397 members 
Mstep: Class 25 contains 9360 members 
Mstep: Class 26 contains 6023 members 
Mstep: Class 27 contains 8842 members 
Mstep: Class 28 contains 14133 members 
Mstep: Class 29 contains 5201 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3668 members 
Mstep: Class 34 contains 2504 members 
Mstep: Class 35 contains 5313 members 
Mstep: Class 36 contains 8593 members 
Mstep: Class 37 contains 7500 members 
Mstep: Class 38 contains 26770 members 
Mstep: Class 39 contains 7837 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1264 members 
Mstep: Class 43 contains 11090 members 
Mstep: Class 44 contains 5493 members 
Mstep: Class 45 contains 25658 members 
Mstep: Class 46 contains 16783 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13889 members 
Mstep: Class 50 contains 9478 members 
Mstep: Class 51 contains 5077 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28285 members 
Mstep: Class 54 contains 1664 members 
Mstep: Class 55 contains 17333 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774236.000000 Penalty: 189167.531250
Iteration 170Q: 58 clusters Score -6.477424e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 20763 members 
Mstep: Class 3 contains 18782 members 
Mstep: Class 4 contains 5031 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15657 members 
Mstep: Class 8 contains 34770 members 
Mstep: Class 9 contains 7275 members 
Mstep: Class 10 contains 11270 members 
Mstep: Class 11 contains 31976 members 
Mstep: Class 12 contains 5489 members 
Mstep: Class 13 contains 22777 members 
Mstep: Class 14 contains 20846 members 
Mstep: Class 15 contains 19901 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6934 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10274 members 
Mstep: Class 21 contains 13497 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29399 members 
Mstep: Class 25 contains 9361 members 
Mstep: Class 26 contains 6030 members 
Mstep: Class 27 contains 8839 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5201 members 
Mstep: Class 30 contains 6947 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3679 members 
Mstep: Class 34 contains 2504 members 
Mstep: Class 35 contains 5314 members 
Mstep: Class 36 contains 8590 members 
Mstep: Class 37 contains 7499 members 
Mstep: Class 38 contains 26780 members 
Mstep: Class 39 contains 7837 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1265 members 
Mstep: Class 43 contains 11087 members 
Mstep: Class 44 contains 5493 members 
Mstep: Class 45 contains 25657 members 
Mstep: Class 46 contains 16763 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13883 members 
Mstep: Class 50 contains 9477 members 
Mstep: Class 51 contains 5078 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28292 members 
Mstep: Class 54 contains 1664 members 
Mstep: Class 55 contains 17333 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774292.000000 Penalty: 189167.531250
Iteration 171Q: 58 clusters Score -6.477429e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 20757 members 
Mstep: Class 3 contains 18781 members 
Mstep: Class 4 contains 5030 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15655 members 
Mstep: Class 8 contains 34770 members 
Mstep: Class 9 contains 7274 members 
Mstep: Class 10 contains 11268 members 
Mstep: Class 11 contains 31978 members 
Mstep: Class 12 contains 5489 members 
Mstep: Class 13 contains 22776 members 
Mstep: Class 14 contains 20846 members 
Mstep: Class 15 contains 19896 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6941 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10277 members 
Mstep: Class 21 contains 13492 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29400 members 
Mstep: Class 25 contains 9361 members 
Mstep: Class 26 contains 6035 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 14136 members 
Mstep: Class 29 contains 5201 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3693 members 
Mstep: Class 34 contains 2505 members 
Mstep: Class 35 contains 5315 members 
Mstep: Class 36 contains 8586 members 
Mstep: Class 37 contains 7498 members 
Mstep: Class 38 contains 26788 members 
Mstep: Class 39 contains 7837 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1267 members 
Mstep: Class 43 contains 11090 members 
Mstep: Class 44 contains 5497 members 
Mstep: Class 45 contains 25649 members 
Mstep: Class 46 contains 16755 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13873 members 
Mstep: Class 50 contains 9474 members 
Mstep: Class 51 contains 5080 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28294 members 
Mstep: Class 54 contains 1664 members 
Mstep: Class 55 contains 17334 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774260.000000 Penalty: 189167.531250
Iteration 172Q: 58 clusters Score -6.477426e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 20752 members 
Mstep: Class 3 contains 18782 members 
Mstep: Class 4 contains 5027 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15654 members 
Mstep: Class 8 contains 34761 members 
Mstep: Class 9 contains 7273 members 
Mstep: Class 10 contains 11264 members 
Mstep: Class 11 contains 31976 members 
Mstep: Class 12 contains 5487 members 
Mstep: Class 13 contains 22775 members 
Mstep: Class 14 contains 20846 members 
Mstep: Class 15 contains 19887 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6954 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10278 members 
Mstep: Class 21 contains 13492 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90189 members 
Mstep: Class 24 contains 29400 members 
Mstep: Class 25 contains 9361 members 
Mstep: Class 26 contains 6038 members 
Mstep: Class 27 contains 8835 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5201 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3714 members 
Mstep: Class 34 contains 2502 members 
Mstep: Class 35 contains 5316 members 
Mstep: Class 36 contains 8580 members 
Mstep: Class 37 contains 7500 members 
Mstep: Class 38 contains 26798 members 
Mstep: Class 39 contains 7838 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1268 members 
Mstep: Class 43 contains 11092 members 
Mstep: Class 44 contains 5501 members 
Mstep: Class 45 contains 25650 members 
Mstep: Class 46 contains 16745 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13860 members 
Mstep: Class 50 contains 9474 members 
Mstep: Class 51 contains 5081 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28301 members 
Mstep: Class 54 contains 1664 members 
Mstep: Class 55 contains 17333 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774312.000000 Penalty: 189167.531250
Iteration 173Q: 58 clusters Score -6.477431e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 20748 members 
Mstep: Class 3 contains 18782 members 
Mstep: Class 4 contains 5029 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15652 members 
Mstep: Class 8 contains 34753 members 
Mstep: Class 9 contains 7269 members 
Mstep: Class 10 contains 11262 members 
Mstep: Class 11 contains 31975 members 
Mstep: Class 12 contains 5486 members 
Mstep: Class 13 contains 22773 members 
Mstep: Class 14 contains 20846 members 
Mstep: Class 15 contains 19875 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6965 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10282 members 
Mstep: Class 21 contains 13493 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90189 members 
Mstep: Class 24 contains 29402 members 
Mstep: Class 25 contains 9362 members 
Mstep: Class 26 contains 6037 members 
Mstep: Class 27 contains 8834 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5201 members 
Mstep: Class 30 contains 6949 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3736 members 
Mstep: Class 34 contains 2503 members 
Mstep: Class 35 contains 5319 members 
Mstep: Class 36 contains 8576 members 
Mstep: Class 37 contains 7500 members 
Mstep: Class 38 contains 26811 members 
Mstep: Class 39 contains 7839 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1268 members 
Mstep: Class 43 contains 11097 members 
Mstep: Class 44 contains 5504 members 
Mstep: Class 45 contains 25646 members 
Mstep: Class 46 contains 16733 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13845 members 
Mstep: Class 50 contains 9471 members 
Mstep: Class 51 contains 5083 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28304 members 
Mstep: Class 54 contains 1665 members 
Mstep: Class 55 contains 17331 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774292.000000 Penalty: 189167.531250
Iteration 174Q: 58 clusters Score -6.477429e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 20749 members 
Mstep: Class 3 contains 18782 members 
Mstep: Class 4 contains 5030 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15651 members 
Mstep: Class 8 contains 34748 members 
Mstep: Class 9 contains 7270 members 
Mstep: Class 10 contains 11262 members 
Mstep: Class 11 contains 31970 members 
Mstep: Class 12 contains 5486 members 
Mstep: Class 13 contains 22772 members 
Mstep: Class 14 contains 20846 members 
Mstep: Class 15 contains 19856 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6975 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10283 members 
Mstep: Class 21 contains 13496 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90189 members 
Mstep: Class 24 contains 29404 members 
Mstep: Class 25 contains 9363 members 
Mstep: Class 26 contains 6039 members 
Mstep: Class 27 contains 8834 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5201 members 
Mstep: Class 30 contains 6949 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3761 members 
Mstep: Class 34 contains 2503 members 
Mstep: Class 35 contains 5321 members 
Mstep: Class 36 contains 8569 members 
Mstep: Class 37 contains 7500 members 
Mstep: Class 38 contains 26818 members 
Mstep: Class 39 contains 7840 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1268 members 
Mstep: Class 43 contains 11106 members 
Mstep: Class 44 contains 5503 members 
Mstep: Class 45 contains 25637 members 
Mstep: Class 46 contains 16715 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13837 members 
Mstep: Class 50 contains 9469 members 
Mstep: Class 51 contains 5083 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28310 members 
Mstep: Class 54 contains 1665 members 
Mstep: Class 55 contains 17331 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774264.000000 Penalty: 189167.531250
Iteration 175Q: 58 clusters Score -6.477426e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 20750 members 
Mstep: Class 3 contains 18785 members 
Mstep: Class 4 contains 5031 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15647 members 
Mstep: Class 8 contains 34744 members 
Mstep: Class 9 contains 7269 members 
Mstep: Class 10 contains 11263 members 
Mstep: Class 11 contains 31971 members 
Mstep: Class 12 contains 5488 members 
Mstep: Class 13 contains 22771 members 
Mstep: Class 14 contains 20846 members 
Mstep: Class 15 contains 19836 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6983 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10285 members 
Mstep: Class 21 contains 13498 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90188 members 
Mstep: Class 24 contains 29405 members 
Mstep: Class 25 contains 9360 members 
Mstep: Class 26 contains 6042 members 
Mstep: Class 27 contains 8834 members 
Mstep: Class 28 contains 14136 members 
Mstep: Class 29 contains 5201 members 
Mstep: Class 30 contains 6949 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3790 members 
Mstep: Class 34 contains 2506 members 
Mstep: Class 35 contains 5322 members 
Mstep: Class 36 contains 8565 members 
Mstep: Class 37 contains 7499 members 
Mstep: Class 38 contains 26827 members 
Mstep: Class 39 contains 7841 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1268 members 
Mstep: Class 43 contains 11109 members 
Mstep: Class 44 contains 5504 members 
Mstep: Class 45 contains 25638 members 
Mstep: Class 46 contains 16698 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13825 members 
Mstep: Class 50 contains 9466 members 
Mstep: Class 51 contains 5080 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28314 members 
Mstep: Class 54 contains 1665 members 
Mstep: Class 55 contains 17332 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774356.000000 Penalty: 189167.531250
Iteration 176Q: 58 clusters Score -6.477436e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 20749 members 
Mstep: Class 3 contains 18790 members 
Mstep: Class 4 contains 5032 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15648 members 
Mstep: Class 8 contains 34740 members 
Mstep: Class 9 contains 7271 members 
Mstep: Class 10 contains 11261 members 
Mstep: Class 11 contains 31971 members 
Mstep: Class 12 contains 5490 members 
Mstep: Class 13 contains 22770 members 
Mstep: Class 14 contains 20845 members 
Mstep: Class 15 contains 19810 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 6991 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10285 members 
Mstep: Class 21 contains 13498 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90189 members 
Mstep: Class 24 contains 29407 members 
Mstep: Class 25 contains 9360 members 
Mstep: Class 26 contains 6042 members 
Mstep: Class 27 contains 8835 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5201 members 
Mstep: Class 30 contains 6949 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3824 members 
Mstep: Class 34 contains 2507 members 
Mstep: Class 35 contains 5322 members 
Mstep: Class 36 contains 8559 members 
Mstep: Class 37 contains 7498 members 
Mstep: Class 38 contains 26828 members 
Mstep: Class 39 contains 7841 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1268 members 
Mstep: Class 43 contains 11112 members 
Mstep: Class 44 contains 5503 members 
Mstep: Class 45 contains 25643 members 
Mstep: Class 46 contains 16687 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13815 members 
Mstep: Class 50 contains 9465 members 
Mstep: Class 51 contains 5077 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28319 members 
Mstep: Class 54 contains 1665 members 
Mstep: Class 55 contains 17334 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774376.000000 Penalty: 189167.531250
Iteration 177Q: 58 clusters Score -6.477438e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 20747 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 5030 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15648 members 
Mstep: Class 8 contains 34740 members 
Mstep: Class 9 contains 7271 members 
Mstep: Class 10 contains 11261 members 
Mstep: Class 11 contains 31978 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22770 members 
Mstep: Class 14 contains 20846 members 
Mstep: Class 15 contains 19781 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7002 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10288 members 
Mstep: Class 21 contains 13499 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90191 members 
Mstep: Class 24 contains 29407 members 
Mstep: Class 25 contains 9360 members 
Mstep: Class 26 contains 6042 members 
Mstep: Class 27 contains 8834 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5201 members 
Mstep: Class 30 contains 6950 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3846 members 
Mstep: Class 34 contains 2507 members 
Mstep: Class 35 contains 5323 members 
Mstep: Class 36 contains 8555 members 
Mstep: Class 37 contains 7498 members 
Mstep: Class 38 contains 26828 members 
Mstep: Class 39 contains 7841 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1268 members 
Mstep: Class 43 contains 11112 members 
Mstep: Class 44 contains 5504 members 
Mstep: Class 45 contains 25642 members 
Mstep: Class 46 contains 16678 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13815 members 
Mstep: Class 50 contains 9461 members 
Mstep: Class 51 contains 5075 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28320 members 
Mstep: Class 54 contains 1666 members 
Mstep: Class 55 contains 17334 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774404.000000 Penalty: 189167.531250
Iteration 178Q: 58 clusters Score -6.47744e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 20748 members 
Mstep: Class 3 contains 18795 members 
Mstep: Class 4 contains 5030 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15647 members 
Mstep: Class 8 contains 34743 members 
Mstep: Class 9 contains 7270 members 
Mstep: Class 10 contains 11260 members 
Mstep: Class 11 contains 31979 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22768 members 
Mstep: Class 14 contains 20846 members 
Mstep: Class 15 contains 19762 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7003 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10294 members 
Mstep: Class 21 contains 13500 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90191 members 
Mstep: Class 24 contains 29407 members 
Mstep: Class 25 contains 9360 members 
Mstep: Class 26 contains 6042 members 
Mstep: Class 27 contains 8833 members 
Mstep: Class 28 contains 14138 members 
Mstep: Class 29 contains 5201 members 
Mstep: Class 30 contains 6951 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3866 members 
Mstep: Class 34 contains 2509 members 
Mstep: Class 35 contains 5322 members 
Mstep: Class 36 contains 8548 members 
Mstep: Class 37 contains 7496 members 
Mstep: Class 38 contains 26831 members 
Mstep: Class 39 contains 7841 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1268 members 
Mstep: Class 43 contains 11117 members 
Mstep: Class 44 contains 5507 members 
Mstep: Class 45 contains 25640 members 
Mstep: Class 46 contains 16671 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13809 members 
Mstep: Class 50 contains 9462 members 
Mstep: Class 51 contains 5073 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28324 members 
Mstep: Class 54 contains 1666 members 
Mstep: Class 55 contains 17333 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774380.000000 Penalty: 189167.531250
Iteration 179Q: 58 clusters Score -6.477438e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 20746 members 
Mstep: Class 3 contains 18795 members 
Mstep: Class 4 contains 5032 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15645 members 
Mstep: Class 8 contains 34741 members 
Mstep: Class 9 contains 7269 members 
Mstep: Class 10 contains 11258 members 
Mstep: Class 11 contains 31980 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22765 members 
Mstep: Class 14 contains 20846 members 
Mstep: Class 15 contains 19753 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7009 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10301 members 
Mstep: Class 21 contains 13499 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90191 members 
Mstep: Class 24 contains 29407 members 
Mstep: Class 25 contains 9360 members 
Mstep: Class 26 contains 6040 members 
Mstep: Class 27 contains 8833 members 
Mstep: Class 28 contains 14139 members 
Mstep: Class 29 contains 5201 members 
Mstep: Class 30 contains 6950 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3890 members 
Mstep: Class 34 contains 2511 members 
Mstep: Class 35 contains 5323 members 
Mstep: Class 36 contains 8542 members 
Mstep: Class 37 contains 7495 members 
Mstep: Class 38 contains 26833 members 
Mstep: Class 39 contains 7841 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1268 members 
Mstep: Class 43 contains 11111 members 
Mstep: Class 44 contains 5510 members 
Mstep: Class 45 contains 25636 members 
Mstep: Class 46 contains 16668 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13807 members 
Mstep: Class 50 contains 9463 members 
Mstep: Class 51 contains 5068 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28326 members 
Mstep: Class 54 contains 1666 members 
Mstep: Class 55 contains 17333 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774428.000000 Penalty: 189167.531250
Iteration 180F: 58 clusters Score -6.477443e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 20745 members 
Mstep: Class 3 contains 18795 members 
Mstep: Class 4 contains 5029 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15646 members 
Mstep: Class 8 contains 34740 members 
Mstep: Class 9 contains 7267 members 
Mstep: Class 10 contains 11252 members 
Mstep: Class 11 contains 31982 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22763 members 
Mstep: Class 14 contains 20846 members 
Mstep: Class 15 contains 19749 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7022 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10305 members 
Mstep: Class 21 contains 13498 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90191 members 
Mstep: Class 24 contains 29407 members 
Mstep: Class 25 contains 9360 members 
Mstep: Class 26 contains 6036 members 
Mstep: Class 27 contains 8831 members 
Mstep: Class 28 contains 14140 members 
Mstep: Class 29 contains 5201 members 
Mstep: Class 30 contains 6951 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3906 members 
Mstep: Class 34 contains 2511 members 
Mstep: Class 35 contains 5326 members 
Mstep: Class 36 contains 8541 members 
Mstep: Class 37 contains 7494 members 
Mstep: Class 38 contains 26837 members 
Mstep: Class 39 contains 7841 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1269 members 
Mstep: Class 43 contains 11111 members 
Mstep: Class 44 contains 5509 members 
Mstep: Class 45 contains 25631 members 
Mstep: Class 46 contains 16664 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13801 members 
Mstep: Class 50 contains 9463 members 
Mstep: Class 51 contains 5066 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28326 members 
Mstep: Class 54 contains 1666 members 
Mstep: Class 55 contains 17333 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774392.000000 Penalty: 189167.531250
Iteration 181Q: 58 clusters Score -6.477439e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 20746 members 
Mstep: Class 3 contains 18795 members 
Mstep: Class 4 contains 5026 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15646 members 
Mstep: Class 8 contains 34741 members 
Mstep: Class 9 contains 7267 members 
Mstep: Class 10 contains 11247 members 
Mstep: Class 11 contains 31986 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22762 members 
Mstep: Class 14 contains 20846 members 
Mstep: Class 15 contains 19738 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7036 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10311 members 
Mstep: Class 21 contains 13496 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90191 members 
Mstep: Class 24 contains 29407 members 
Mstep: Class 25 contains 9360 members 
Mstep: Class 26 contains 6033 members 
Mstep: Class 27 contains 8830 members 
Mstep: Class 28 contains 14140 members 
Mstep: Class 29 contains 5201 members 
Mstep: Class 30 contains 6951 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3917 members 
Mstep: Class 34 contains 2511 members 
Mstep: Class 35 contains 5327 members 
Mstep: Class 36 contains 8540 members 
Mstep: Class 37 contains 7493 members 
Mstep: Class 38 contains 26837 members 
Mstep: Class 39 contains 7841 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1270 members 
Mstep: Class 43 contains 11112 members 
Mstep: Class 44 contains 5510 members 
Mstep: Class 45 contains 25627 members 
Mstep: Class 46 contains 16659 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13798 members 
Mstep: Class 50 contains 9463 members 
Mstep: Class 51 contains 5063 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28327 members 
Mstep: Class 54 contains 1666 members 
Mstep: Class 55 contains 17333 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774436.000000 Penalty: 189167.531250
Iteration 182Q: 58 clusters Score -6.477444e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 20746 members 
Mstep: Class 3 contains 18796 members 
Mstep: Class 4 contains 5023 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15644 members 
Mstep: Class 8 contains 34739 members 
Mstep: Class 9 contains 7265 members 
Mstep: Class 10 contains 11246 members 
Mstep: Class 11 contains 31987 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22760 members 
Mstep: Class 14 contains 20846 members 
Mstep: Class 15 contains 19729 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7051 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10317 members 
Mstep: Class 21 contains 13494 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90191 members 
Mstep: Class 24 contains 29407 members 
Mstep: Class 25 contains 9359 members 
Mstep: Class 26 contains 6033 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14140 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6951 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3920 members 
Mstep: Class 34 contains 2509 members 
Mstep: Class 35 contains 5328 members 
Mstep: Class 36 contains 8540 members 
Mstep: Class 37 contains 7494 members 
Mstep: Class 38 contains 26838 members 
Mstep: Class 39 contains 7841 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1271 members 
Mstep: Class 43 contains 11114 members 
Mstep: Class 44 contains 5511 members 
Mstep: Class 45 contains 25630 members 
Mstep: Class 46 contains 16657 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13792 members 
Mstep: Class 50 contains 9461 members 
Mstep: Class 51 contains 5062 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28331 members 
Mstep: Class 54 contains 1666 members 
Mstep: Class 55 contains 17333 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774428.000000 Penalty: 189167.531250
Iteration 183Q: 58 clusters Score -6.477443e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 20747 members 
Mstep: Class 3 contains 18799 members 
Mstep: Class 4 contains 5024 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15643 members 
Mstep: Class 8 contains 34735 members 
Mstep: Class 9 contains 7262 members 
Mstep: Class 10 contains 11245 members 
Mstep: Class 11 contains 31986 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22761 members 
Mstep: Class 14 contains 20847 members 
Mstep: Class 15 contains 19720 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7069 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10321 members 
Mstep: Class 21 contains 13494 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29406 members 
Mstep: Class 25 contains 9359 members 
Mstep: Class 26 contains 6034 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14141 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6952 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3918 members 
Mstep: Class 34 contains 2510 members 
Mstep: Class 35 contains 5329 members 
Mstep: Class 36 contains 8541 members 
Mstep: Class 37 contains 7494 members 
Mstep: Class 38 contains 26839 members 
Mstep: Class 39 contains 7841 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1271 members 
Mstep: Class 43 contains 11116 members 
Mstep: Class 44 contains 5512 members 
Mstep: Class 45 contains 25623 members 
Mstep: Class 46 contains 16649 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13789 members 
Mstep: Class 50 contains 9462 members 
Mstep: Class 51 contains 5062 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28332 members 
Mstep: Class 54 contains 1666 members 
Mstep: Class 55 contains 17334 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774440.000000 Penalty: 189167.531250
Iteration 184Q: 58 clusters Score -6.477444e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 20747 members 
Mstep: Class 3 contains 18795 members 
Mstep: Class 4 contains 5024 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15643 members 
Mstep: Class 8 contains 34734 members 
Mstep: Class 9 contains 7261 members 
Mstep: Class 10 contains 11244 members 
Mstep: Class 11 contains 31983 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22762 members 
Mstep: Class 14 contains 20848 members 
Mstep: Class 15 contains 19715 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7080 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10327 members 
Mstep: Class 21 contains 13496 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90189 members 
Mstep: Class 24 contains 29405 members 
Mstep: Class 25 contains 9359 members 
Mstep: Class 26 contains 6035 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14141 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6953 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3913 members 
Mstep: Class 34 contains 2511 members 
Mstep: Class 35 contains 5328 members 
Mstep: Class 36 contains 8536 members 
Mstep: Class 37 contains 7493 members 
Mstep: Class 38 contains 26842 members 
Mstep: Class 39 contains 7842 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1271 members 
Mstep: Class 43 contains 11121 members 
Mstep: Class 44 contains 5512 members 
Mstep: Class 45 contains 25620 members 
Mstep: Class 46 contains 16644 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13791 members 
Mstep: Class 50 contains 9462 members 
Mstep: Class 51 contains 5061 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28334 members 
Mstep: Class 54 contains 1666 members 
Mstep: Class 55 contains 17334 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774356.000000 Penalty: 189167.531250
Iteration 185Q: 58 clusters Score -6.477436e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 20745 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 5023 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15642 members 
Mstep: Class 8 contains 34737 members 
Mstep: Class 9 contains 7261 members 
Mstep: Class 10 contains 11244 members 
Mstep: Class 11 contains 31985 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22763 members 
Mstep: Class 14 contains 20848 members 
Mstep: Class 15 contains 19702 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7094 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10328 members 
Mstep: Class 21 contains 13497 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90189 members 
Mstep: Class 24 contains 29405 members 
Mstep: Class 25 contains 9359 members 
Mstep: Class 26 contains 6035 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14143 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6954 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3913 members 
Mstep: Class 34 contains 2511 members 
Mstep: Class 35 contains 5329 members 
Mstep: Class 36 contains 8531 members 
Mstep: Class 37 contains 7493 members 
Mstep: Class 38 contains 26842 members 
Mstep: Class 39 contains 7842 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1271 members 
Mstep: Class 43 contains 11128 members 
Mstep: Class 44 contains 5506 members 
Mstep: Class 45 contains 25615 members 
Mstep: Class 46 contains 16641 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13792 members 
Mstep: Class 50 contains 9462 members 
Mstep: Class 51 contains 5063 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28335 members 
Mstep: Class 54 contains 1666 members 
Mstep: Class 55 contains 17334 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774348.000000 Penalty: 189167.531250
Iteration 186Q: 58 clusters Score -6.477435e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 20744 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 5023 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15642 members 
Mstep: Class 8 contains 34737 members 
Mstep: Class 9 contains 7262 members 
Mstep: Class 10 contains 11243 members 
Mstep: Class 11 contains 31982 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22764 members 
Mstep: Class 14 contains 20848 members 
Mstep: Class 15 contains 19693 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7102 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10329 members 
Mstep: Class 21 contains 13497 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90189 members 
Mstep: Class 24 contains 29405 members 
Mstep: Class 25 contains 9359 members 
Mstep: Class 26 contains 6036 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14142 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6953 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3918 members 
Mstep: Class 34 contains 2512 members 
Mstep: Class 35 contains 5331 members 
Mstep: Class 36 contains 8530 members 
Mstep: Class 37 contains 7492 members 
Mstep: Class 38 contains 26843 members 
Mstep: Class 39 contains 7842 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1271 members 
Mstep: Class 43 contains 11130 members 
Mstep: Class 44 contains 5505 members 
Mstep: Class 45 contains 25612 members 
Mstep: Class 46 contains 16640 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13794 members 
Mstep: Class 50 contains 9462 members 
Mstep: Class 51 contains 5062 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28334 members 
Mstep: Class 54 contains 1666 members 
Mstep: Class 55 contains 17334 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774352.000000 Penalty: 189167.531250
Iteration 187Q: 58 clusters Score -6.477435e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 20744 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 5025 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15642 members 
Mstep: Class 8 contains 34741 members 
Mstep: Class 9 contains 7259 members 
Mstep: Class 10 contains 11242 members 
Mstep: Class 11 contains 31975 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22765 members 
Mstep: Class 14 contains 20848 members 
Mstep: Class 15 contains 19669 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7117 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10332 members 
Mstep: Class 21 contains 13495 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90189 members 
Mstep: Class 24 contains 29405 members 
Mstep: Class 25 contains 9359 members 
Mstep: Class 26 contains 6035 members 
Mstep: Class 27 contains 8829 members 
Mstep: Class 28 contains 14141 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6954 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3936 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5334 members 
Mstep: Class 36 contains 8531 members 
Mstep: Class 37 contains 7492 members 
Mstep: Class 38 contains 26844 members 
Mstep: Class 39 contains 7842 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1270 members 
Mstep: Class 43 contains 11124 members 
Mstep: Class 44 contains 5507 members 
Mstep: Class 45 contains 25612 members 
Mstep: Class 46 contains 16638 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13792 members 
Mstep: Class 50 contains 9462 members 
Mstep: Class 51 contains 5059 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28334 members 
Mstep: Class 54 contains 1666 members 
Mstep: Class 55 contains 17334 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774428.000000 Penalty: 189167.531250
Iteration 188Q: 58 clusters Score -6.477443e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 20742 members 
Mstep: Class 3 contains 18796 members 
Mstep: Class 4 contains 5026 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15641 members 
Mstep: Class 8 contains 34742 members 
Mstep: Class 9 contains 7256 members 
Mstep: Class 10 contains 11241 members 
Mstep: Class 11 contains 31972 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22766 members 
Mstep: Class 14 contains 20848 members 
Mstep: Class 15 contains 19663 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7127 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10333 members 
Mstep: Class 21 contains 13492 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90189 members 
Mstep: Class 24 contains 29404 members 
Mstep: Class 25 contains 9358 members 
Mstep: Class 26 contains 6036 members 
Mstep: Class 27 contains 8829 members 
Mstep: Class 28 contains 14140 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6952 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5334 members 
Mstep: Class 36 contains 8528 members 
Mstep: Class 37 contains 7491 members 
Mstep: Class 38 contains 26844 members 
Mstep: Class 39 contains 7842 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1270 members 
Mstep: Class 43 contains 11127 members 
Mstep: Class 44 contains 5510 members 
Mstep: Class 45 contains 25610 members 
Mstep: Class 46 contains 16637 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13786 members 
Mstep: Class 50 contains 9461 members 
Mstep: Class 51 contains 5060 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28333 members 
Mstep: Class 54 contains 1666 members 
Mstep: Class 55 contains 17334 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774384.000000 Penalty: 189167.531250
Iteration 189Q: 58 clusters Score -6.477438e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 20744 members 
Mstep: Class 3 contains 18795 members 
Mstep: Class 4 contains 5025 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15639 members 
Mstep: Class 8 contains 34740 members 
Mstep: Class 9 contains 7254 members 
Mstep: Class 10 contains 11238 members 
Mstep: Class 11 contains 31973 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22766 members 
Mstep: Class 14 contains 20849 members 
Mstep: Class 15 contains 19658 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7132 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10335 members 
Mstep: Class 21 contains 13490 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29404 members 
Mstep: Class 25 contains 9361 members 
Mstep: Class 26 contains 6033 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14141 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6950 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3967 members 
Mstep: Class 34 contains 2512 members 
Mstep: Class 35 contains 5337 members 
Mstep: Class 36 contains 8525 members 
Mstep: Class 37 contains 7491 members 
Mstep: Class 38 contains 26844 members 
Mstep: Class 39 contains 7842 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1271 members 
Mstep: Class 43 contains 11128 members 
Mstep: Class 44 contains 5507 members 
Mstep: Class 45 contains 25609 members 
Mstep: Class 46 contains 16636 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13784 members 
Mstep: Class 50 contains 9461 members 
Mstep: Class 51 contains 5060 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28331 members 
Mstep: Class 54 contains 1666 members 
Mstep: Class 55 contains 17334 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774284.000000 Penalty: 189167.531250
Iteration 190Q: 58 clusters Score -6.477428e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 20743 members 
Mstep: Class 3 contains 18796 members 
Mstep: Class 4 contains 5022 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15640 members 
Mstep: Class 8 contains 34737 members 
Mstep: Class 9 contains 7251 members 
Mstep: Class 10 contains 11237 members 
Mstep: Class 11 contains 31970 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22766 members 
Mstep: Class 14 contains 20848 members 
Mstep: Class 15 contains 19651 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7138 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10340 members 
Mstep: Class 21 contains 13492 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29403 members 
Mstep: Class 25 contains 9364 members 
Mstep: Class 26 contains 6031 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14141 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6946 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3989 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5336 members 
Mstep: Class 36 contains 8525 members 
Mstep: Class 37 contains 7492 members 
Mstep: Class 38 contains 26844 members 
Mstep: Class 39 contains 7842 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1272 members 
Mstep: Class 43 contains 11132 members 
Mstep: Class 44 contains 5506 members 
Mstep: Class 45 contains 25604 members 
Mstep: Class 46 contains 16638 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13769 members 
Mstep: Class 50 contains 9463 members 
Mstep: Class 51 contains 5059 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28331 members 
Mstep: Class 54 contains 1666 members 
Mstep: Class 55 contains 17334 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774376.000000 Penalty: 189167.531250
Iteration 191Q: 58 clusters Score -6.477438e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 20742 members 
Mstep: Class 3 contains 18797 members 
Mstep: Class 4 contains 5019 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15640 members 
Mstep: Class 8 contains 34736 members 
Mstep: Class 9 contains 7250 members 
Mstep: Class 10 contains 11235 members 
Mstep: Class 11 contains 31971 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22766 members 
Mstep: Class 14 contains 20847 members 
Mstep: Class 15 contains 19639 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7149 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10344 members 
Mstep: Class 21 contains 13492 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90191 members 
Mstep: Class 24 contains 29403 members 
Mstep: Class 25 contains 9364 members 
Mstep: Class 26 contains 6032 members 
Mstep: Class 27 contains 8827 members 
Mstep: Class 28 contains 14140 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6949 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 3998 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5338 members 
Mstep: Class 36 contains 8524 members 
Mstep: Class 37 contains 7492 members 
Mstep: Class 38 contains 26843 members 
Mstep: Class 39 contains 7842 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1273 members 
Mstep: Class 43 contains 11133 members 
Mstep: Class 44 contains 5507 members 
Mstep: Class 45 contains 25593 members 
Mstep: Class 46 contains 16637 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13769 members 
Mstep: Class 50 contains 9463 members 
Mstep: Class 51 contains 5059 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28332 members 
Mstep: Class 54 contains 1666 members 
Mstep: Class 55 contains 17334 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774424.000000 Penalty: 189167.531250
Iteration 192Q: 58 clusters Score -6.477442e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18799 members 
Mstep: Class 4 contains 5019 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15638 members 
Mstep: Class 8 contains 34730 members 
Mstep: Class 9 contains 7247 members 
Mstep: Class 10 contains 11234 members 
Mstep: Class 11 contains 31972 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22766 members 
Mstep: Class 14 contains 20846 members 
Mstep: Class 15 contains 19627 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7157 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10346 members 
Mstep: Class 21 contains 13491 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90191 members 
Mstep: Class 24 contains 29403 members 
Mstep: Class 25 contains 9365 members 
Mstep: Class 26 contains 6033 members 
Mstep: Class 27 contains 8827 members 
Mstep: Class 28 contains 14138 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6951 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4014 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5342 members 
Mstep: Class 36 contains 8523 members 
Mstep: Class 37 contains 7492 members 
Mstep: Class 38 contains 26844 members 
Mstep: Class 39 contains 7842 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1273 members 
Mstep: Class 43 contains 11132 members 
Mstep: Class 44 contains 5508 members 
Mstep: Class 45 contains 25591 members 
Mstep: Class 46 contains 16636 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13761 members 
Mstep: Class 50 contains 9463 members 
Mstep: Class 51 contains 5060 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28332 members 
Mstep: Class 54 contains 1666 members 
Mstep: Class 55 contains 17334 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774424.000000 Penalty: 189167.531250
Iteration 193Q: 58 clusters Score -6.477442e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 20742 members 
Mstep: Class 3 contains 18805 members 
Mstep: Class 4 contains 5019 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15637 members 
Mstep: Class 8 contains 34721 members 
Mstep: Class 9 contains 7249 members 
Mstep: Class 10 contains 11233 members 
Mstep: Class 11 contains 31971 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22766 members 
Mstep: Class 14 contains 20846 members 
Mstep: Class 15 contains 19621 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7173 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10351 members 
Mstep: Class 21 contains 13489 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90191 members 
Mstep: Class 24 contains 29403 members 
Mstep: Class 25 contains 9361 members 
Mstep: Class 26 contains 6032 members 
Mstep: Class 27 contains 8827 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6950 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4032 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5344 members 
Mstep: Class 36 contains 8523 members 
Mstep: Class 37 contains 7491 members 
Mstep: Class 38 contains 26844 members 
Mstep: Class 39 contains 7843 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1274 members 
Mstep: Class 43 contains 11129 members 
Mstep: Class 44 contains 5509 members 
Mstep: Class 45 contains 25578 members 
Mstep: Class 46 contains 16636 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13752 members 
Mstep: Class 50 contains 9463 members 
Mstep: Class 51 contains 5059 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28332 members 
Mstep: Class 54 contains 1667 members 
Mstep: Class 55 contains 17335 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774528.000000 Penalty: 189167.531250
Iteration 194Q: 58 clusters Score -6.477453e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 20743 members 
Mstep: Class 3 contains 18806 members 
Mstep: Class 4 contains 5017 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15636 members 
Mstep: Class 8 contains 34716 members 
Mstep: Class 9 contains 7250 members 
Mstep: Class 10 contains 11233 members 
Mstep: Class 11 contains 31973 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22766 members 
Mstep: Class 14 contains 20847 members 
Mstep: Class 15 contains 19607 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7191 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10352 members 
Mstep: Class 21 contains 13489 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90191 members 
Mstep: Class 24 contains 29403 members 
Mstep: Class 25 contains 9359 members 
Mstep: Class 26 contains 6034 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4035 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5344 members 
Mstep: Class 36 contains 8523 members 
Mstep: Class 37 contains 7489 members 
Mstep: Class 38 contains 26844 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1275 members 
Mstep: Class 43 contains 11128 members 
Mstep: Class 44 contains 5509 members 
Mstep: Class 45 contains 25573 members 
Mstep: Class 46 contains 16636 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13754 members 
Mstep: Class 50 contains 9463 members 
Mstep: Class 51 contains 5057 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28332 members 
Mstep: Class 54 contains 1667 members 
Mstep: Class 55 contains 17338 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774452.000000 Penalty: 189167.531250
Iteration 195Q: 58 clusters Score -6.477445e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 20744 members 
Mstep: Class 3 contains 18807 members 
Mstep: Class 4 contains 5020 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15637 members 
Mstep: Class 8 contains 34712 members 
Mstep: Class 9 contains 7251 members 
Mstep: Class 10 contains 11233 members 
Mstep: Class 11 contains 31975 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22766 members 
Mstep: Class 14 contains 20846 members 
Mstep: Class 15 contains 19595 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7208 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10351 members 
Mstep: Class 21 contains 13485 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29403 members 
Mstep: Class 25 contains 9357 members 
Mstep: Class 26 contains 6035 members 
Mstep: Class 27 contains 8827 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6946 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5348 members 
Mstep: Class 36 contains 8521 members 
Mstep: Class 37 contains 7489 members 
Mstep: Class 38 contains 26844 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1277 members 
Mstep: Class 43 contains 11126 members 
Mstep: Class 44 contains 5509 members 
Mstep: Class 45 contains 25572 members 
Mstep: Class 46 contains 16634 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13744 members 
Mstep: Class 50 contains 9463 members 
Mstep: Class 51 contains 5058 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28332 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17339 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774456.000000 Penalty: 189167.531250
Iteration 196Q: 58 clusters Score -6.477446e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 20744 members 
Mstep: Class 3 contains 18806 members 
Mstep: Class 4 contains 5020 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15636 members 
Mstep: Class 8 contains 34711 members 
Mstep: Class 9 contains 7245 members 
Mstep: Class 10 contains 11234 members 
Mstep: Class 11 contains 31974 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22766 members 
Mstep: Class 14 contains 20846 members 
Mstep: Class 15 contains 19579 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7226 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10354 members 
Mstep: Class 21 contains 13482 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29402 members 
Mstep: Class 25 contains 9360 members 
Mstep: Class 26 contains 6035 members 
Mstep: Class 27 contains 8826 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6946 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4055 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 8520 members 
Mstep: Class 37 contains 7487 members 
Mstep: Class 38 contains 26844 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1277 members 
Mstep: Class 43 contains 11123 members 
Mstep: Class 44 contains 5510 members 
Mstep: Class 45 contains 25571 members 
Mstep: Class 46 contains 16634 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13743 members 
Mstep: Class 50 contains 9463 members 
Mstep: Class 51 contains 5059 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28332 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17339 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774352.000000 Penalty: 189167.531250
Iteration 197Q: 58 clusters Score -6.477435e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 20742 members 
Mstep: Class 3 contains 18809 members 
Mstep: Class 4 contains 5019 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15634 members 
Mstep: Class 8 contains 34703 members 
Mstep: Class 9 contains 7244 members 
Mstep: Class 10 contains 11231 members 
Mstep: Class 11 contains 31974 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22765 members 
Mstep: Class 14 contains 20846 members 
Mstep: Class 15 contains 19563 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7244 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10359 members 
Mstep: Class 21 contains 13481 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29403 members 
Mstep: Class 25 contains 9363 members 
Mstep: Class 26 contains 6035 members 
Mstep: Class 27 contains 8825 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6945 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4072 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 8517 members 
Mstep: Class 37 contains 7487 members 
Mstep: Class 38 contains 26843 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1277 members 
Mstep: Class 43 contains 11118 members 
Mstep: Class 44 contains 5511 members 
Mstep: Class 45 contains 25566 members 
Mstep: Class 46 contains 16634 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13745 members 
Mstep: Class 50 contains 9463 members 
Mstep: Class 51 contains 5057 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28332 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17339 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774396.000000 Penalty: 189167.531250
Iteration 198Q: 58 clusters Score -6.47744e+07 nChanged 141
Entering ConstructFrom: 
Score: -64774396.000000 Penalty: 189167.531250
Entering ConstructFrom: 
Trying to split cluster 1 (14300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Entering Unmasked Estep 
Score: -1539472.000000 Penalty: 2372.867676
	Iteration 0F: 2 clusters Score -1539472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1528966.625000 Penalty: 4745.735352
	Iteration 0F: 3 clusters Score -1528967 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1532295.000000 Penalty: 4745.735352
	Iteration 1F: 3 clusters Score -1532295 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1532683.375000 Penalty: 4745.735352
	Iteration 2F: 3 clusters Score -1532683 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1532973.375000 Penalty: 4745.735352
	Iteration 3Q: 3 clusters Score -1532973 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1533217.500000 Penalty: 4745.735352
	Iteration 4Q: 3 clusters Score -1533218 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1533482.250000 Penalty: 4745.735352
	Iteration 5Q: 3 clusters Score -1533482 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1533731.125000 Penalty: 4745.735352
	Iteration 6Q: 3 clusters Score -1533731 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1533951.625000 Penalty: 4745.735352
	Iteration 7Q: 3 clusters Score -1533952 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1534158.750000 Penalty: 4745.735352
	Iteration 8Q: 3 clusters Score -1534159 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1534325.750000 Penalty: 4745.735352
	Iteration 9Q: 3 clusters Score -1534326 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1534490.375000 Penalty: 4745.735352
	Iteration 10Q: 3 clusters Score -1534490 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1534649.000000 Penalty: 4745.735352
	Iteration 11Q: 3 clusters Score -1534649 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1534816.875000 Penalty: 4745.735352
	Iteration 12Q: 3 clusters Score -1534817 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1535011.125000 Penalty: 4745.735352
	Iteration 13Q: 3 clusters Score -1535011 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1535252.750000 Penalty: 4745.735352
	Iteration 14Q: 3 clusters Score -1535253 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1535513.250000 Penalty: 4745.735352
	Iteration 15Q: 3 clusters Score -1535513 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1535811.125000 Penalty: 4745.735352
	Iteration 16Q: 3 clusters Score -1535811 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1536098.250000 Penalty: 4745.735352
	Iteration 17Q: 3 clusters Score -1536098 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1536303.750000 Penalty: 4745.735352
	Iteration 18Q: 3 clusters Score -1536304 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1536429.000000 Penalty: 4745.735352
	Iteration 19Q: 3 clusters Score -1536429 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1536513.000000 Penalty: 4745.735352
	Iteration 20F: 3 clusters Score -1536513 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1536571.625000 Penalty: 4745.735352
	Iteration 21Q: 3 clusters Score -1536572 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1536605.750000 Penalty: 4745.735352
	Iteration 22Q: 3 clusters Score -1536606 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1536639.000000 Penalty: 4745.735352
	Iteration 23Q: 3 clusters Score -1536639 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1536662.250000 Penalty: 4745.735352
	Iteration 24Q: 3 clusters Score -1536662 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1536677.875000 Penalty: 4745.735352
	Iteration 25Q: 3 clusters Score -1536678 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1536700.125000 Penalty: 4745.735352
	Iteration 26Q: 3 clusters Score -1536700 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1536720.000000 Penalty: 4745.735352
	Iteration 27Q: 3 clusters Score -1536720 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1536734.625000 Penalty: 4745.735352
	Iteration 28Q: 3 clusters Score -1536735 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1536750.875000 Penalty: 4745.735352
	Iteration 29Q: 3 clusters Score -1536751 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1536759.375000 Penalty: 4745.735352
	Iteration 30Q: 3 clusters Score -1536759 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1536775.750000 Penalty: 4745.735352
	Iteration 31Q: 3 clusters Score -1536776 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1536780.000000 Penalty: 4745.735352
	Iteration 32Q: 3 clusters Score -1536780 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1536789.250000 Penalty: 4745.735352
	Iteration 33Q: 3 clusters Score -1536789 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1536802.375000 Penalty: 4745.735352
	Iteration 34Q: 3 clusters Score -1536802 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1536807.750000 Penalty: 4745.735352
	Iteration 35Q: 3 clusters Score -1536808 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1536812.375000 Penalty: 4745.735352
	Iteration 36Q: 3 clusters Score -1536812 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1536823.625000 Penalty: 4745.735352
	Iteration 37Q: 3 clusters Score -1536824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1536824.125000 Penalty: 4745.735352
	Iteration 38Q: 3 clusters Score -1536824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1536835.375000 Penalty: 4745.735352
	Iteration 39Q: 3 clusters Score -1536835 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1536841.375000 Penalty: 4745.735352
	Iteration 40F: 3 clusters Score -1536841 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1536855.625000 Penalty: 4745.735352
	Iteration 41Q: 3 clusters Score -1536856 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1536860.875000 Penalty: 4745.735352
	Iteration 42Q: 3 clusters Score -1536861 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1536878.875000 Penalty: 4745.735352
	Iteration 43Q: 3 clusters Score -1536879 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1536889.250000 Penalty: 4745.735352
	Iteration 44Q: 3 clusters Score -1536889 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1536902.250000 Penalty: 4745.735352
	Iteration 45Q: 3 clusters Score -1536902 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1536907.250000 Penalty: 4745.735352
	Iteration 46Q: 3 clusters Score -1536907 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1536924.250000 Penalty: 4745.735352
	Iteration 47Q: 3 clusters Score -1536924 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1536934.125000 Penalty: 4745.735352
	Iteration 48Q: 3 clusters Score -1536934 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1536952.375000 Penalty: 4745.735352
	Iteration 49Q: 3 clusters Score -1536952 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1536965.000000 Penalty: 4745.735352
	Iteration 50Q: 3 clusters Score -1536965 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1536985.875000 Penalty: 4745.735352
	Iteration 51Q: 3 clusters Score -1536986 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1537004.125000 Penalty: 4745.735352
	Iteration 52Q: 3 clusters Score -1537004 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1537020.750000 Penalty: 4745.735352
	Iteration 53Q: 3 clusters Score -1537021 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1537058.000000 Penalty: 4745.735352
	Iteration 54Q: 3 clusters Score -1537058 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1537090.625000 Penalty: 4745.735352
	Iteration 55Q: 3 clusters Score -1537091 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1537116.375000 Penalty: 4745.735352
	Iteration 56Q: 3 clusters Score -1537116 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1537145.875000 Penalty: 4745.735352
	Iteration 57Q: 3 clusters Score -1537146 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1537174.375000 Penalty: 4745.735352
	Iteration 58Q: 3 clusters Score -1537174 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1537210.125000 Penalty: 4745.735352
	Iteration 59Q: 3 clusters Score -1537210 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1537257.750000 Penalty: 4745.735352
	Iteration 60F: 3 clusters Score -1537258 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1537297.375000 Penalty: 4745.735352
	Iteration 61Q: 3 clusters Score -1537297 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1537348.750000 Penalty: 4745.735352
	Iteration 62Q: 3 clusters Score -1537349 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1537396.750000 Penalty: 4745.735352
	Iteration 63Q: 3 clusters Score -1537397 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1537429.500000 Penalty: 4745.735352
	Iteration 64Q: 3 clusters Score -1537430 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1537464.375000 Penalty: 4745.735352
	Iteration 65Q: 3 clusters Score -1537464 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1537514.875000 Penalty: 4745.735352
	Iteration 66Q: 3 clusters Score -1537515 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1537546.875000 Penalty: 4745.735352
	Iteration 67Q: 3 clusters Score -1537547 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1537588.875000 Penalty: 4745.735352
	Iteration 68Q: 3 clusters Score -1537589 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1537616.500000 Penalty: 4745.735352
	Iteration 69Q: 3 clusters Score -1537616 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1537639.375000 Penalty: 4745.735352
	Iteration 70Q: 3 clusters Score -1537639 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1537666.000000 Penalty: 4745.735352
	Iteration 71Q: 3 clusters Score -1537666 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1537694.500000 Penalty: 4745.735352
	Iteration 72Q: 3 clusters Score -1537694 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1537719.250000 Penalty: 4745.735352
	Iteration 73Q: 3 clusters Score -1537719 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1537743.000000 Penalty: 4745.735352
	Iteration 74Q: 3 clusters Score -1537743 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1537764.750000 Penalty: 4745.735352
	Iteration 75Q: 3 clusters Score -1537765 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1537787.875000 Penalty: 4745.735352
	Iteration 76Q: 3 clusters Score -1537788 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1537805.500000 Penalty: 4745.735352
	Iteration 77Q: 3 clusters Score -1537806 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1537824.125000 Penalty: 4745.735352
	Iteration 78Q: 3 clusters Score -1537824 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1537841.500000 Penalty: 4745.735352
	Iteration 79Q: 3 clusters Score -1537842 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1537859.375000 Penalty: 4745.735352
	Iteration 80F: 3 clusters Score -1537859 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1537871.250000 Penalty: 4745.735352
	Iteration 81Q: 3 clusters Score -1537871 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1537885.875000 Penalty: 4745.735352
	Iteration 82Q: 3 clusters Score -1537886 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1537905.500000 Penalty: 4745.735352
	Iteration 83Q: 3 clusters Score -1537906 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1537924.500000 Penalty: 4745.735352
	Iteration 84Q: 3 clusters Score -1537924 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1537943.875000 Penalty: 4745.735352
	Iteration 85Q: 3 clusters Score -1537944 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1537958.375000 Penalty: 4745.735352
	Iteration 86Q: 3 clusters Score -1537958 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1537968.000000 Penalty: 4745.735352
	Iteration 87Q: 3 clusters Score -1537968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1537975.625000 Penalty: 4745.735352
	Iteration 88Q: 3 clusters Score -1537976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1537976.625000 Penalty: 4745.735352
	Iteration 89Q: 3 clusters Score -1537977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1537977.250000 Penalty: 4745.735352
	Iteration 90Q: 3 clusters Score -1537977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1537984.125000 Penalty: 4745.735352
	Iteration 91Q: 3 clusters Score -1537984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1537986.000000 Penalty: 4745.735352
	Iteration 92Q: 3 clusters Score -1537986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1537986.500000 Penalty: 4745.735352
	Iteration 93Q: 3 clusters Score -1537986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1537987.625000 Penalty: 4745.735352
	Iteration 94Q: 3 clusters Score -1537988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1537989.000000 Penalty: 4745.735352
	Iteration 95Q: 3 clusters Score -1537989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1537987.375000 Penalty: 4745.735352
	Iteration 96Q: 3 clusters Score -1537987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1537988.250000 Penalty: 4745.735352
	Iteration 97Q: 3 clusters Score -1537988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1537989.875000 Penalty: 4745.735352
	Iteration 98Q: 3 clusters Score -1537990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1537993.125000 Penalty: 4745.735352
	Iteration 99Q: 3 clusters Score -1537993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1537990.500000 Penalty: 4745.735352
	Iteration 100F: 3 clusters Score -1537990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1537991.500000 Penalty: 4745.735352
	Iteration 101Q: 3 clusters Score -1537992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1537989.875000 Penalty: 4745.735352
	Iteration 102Q: 3 clusters Score -1537990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1537991.750000 Penalty: 4745.735352
	Iteration 103Q: 3 clusters Score -1537992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1537991.750000 Penalty: 4745.735352
	Iteration 104F: 3 clusters Score -1537992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Entering Unmasked Estep 
Score: -2225615.250000 Penalty: 2465.099121
	Iteration 0F: 2 clusters Score -2225615 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 10300 members 
Entering Unmasked Estep 
Score: -2210970.250000 Penalty: 4930.198242
	Iteration 0F: 3 clusters Score -2210970 nChanged 9117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2216036.000000 Penalty: 4930.198242
	Iteration 1F: 3 clusters Score -2216036 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2216453.000000 Penalty: 4930.198242
	Iteration 2F: 3 clusters Score -2216453 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2216821.000000 Penalty: 4930.198242
	Iteration 3Q: 3 clusters Score -2216821 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2217211.500000 Penalty: 4930.198242
	Iteration 4Q: 3 clusters Score -2217212 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2217636.250000 Penalty: 4930.198242
	Iteration 5Q: 3 clusters Score -2217636 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2218090.250000 Penalty: 4930.198242
	Iteration 6Q: 3 clusters Score -2218090 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2218632.250000 Penalty: 4930.198242
	Iteration 7Q: 3 clusters Score -2218632 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2219204.750000 Penalty: 4930.198242
	Iteration 8Q: 3 clusters Score -2219205 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2219741.250000 Penalty: 4930.198242
	Iteration 9Q: 3 clusters Score -2219741 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2220258.250000 Penalty: 4930.198242
	Iteration 10Q: 3 clusters Score -2220258 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -2220710.750000 Penalty: 4930.198242
	Iteration 11Q: 3 clusters Score -2220711 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2221154.750000 Penalty: 4930.198242
	Iteration 12Q: 3 clusters Score -2221155 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -2221618.500000 Penalty: 4930.198242
	Iteration 13Q: 3 clusters Score -2221618 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2222055.250000 Penalty: 4930.198242
	Iteration 14Q: 3 clusters Score -2222055 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2222410.250000 Penalty: 4930.198242
	Iteration 15Q: 3 clusters Score -2222410 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -2222633.500000 Penalty: 4930.198242
	Iteration 16Q: 3 clusters Score -2222634 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -2222756.500000 Penalty: 4930.198242
	Iteration 17Q: 3 clusters Score -2222756 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -2222827.500000 Penalty: 4930.198242
	Iteration 18Q: 3 clusters Score -2222828 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -2222872.250000 Penalty: 4930.198242
	Iteration 19Q: 3 clusters Score -2222872 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2222906.750000 Penalty: 4930.198242
	Iteration 20F: 3 clusters Score -2222907 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2222924.500000 Penalty: 4930.198242
	Iteration 21Q: 3 clusters Score -2222924 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2222936.750000 Penalty: 4930.198242
	Iteration 22Q: 3 clusters Score -2222937 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -2222953.000000 Penalty: 4930.198242
	Iteration 23Q: 3 clusters Score -2222953 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -2222960.500000 Penalty: 4930.198242
	Iteration 24Q: 3 clusters Score -2222960 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2222972.000000 Penalty: 4930.198242
	Iteration 25Q: 3 clusters Score -2222972 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2222988.000000 Penalty: 4930.198242
	Iteration 26Q: 3 clusters Score -2222988 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2222990.750000 Penalty: 4930.198242
	Iteration 27Q: 3 clusters Score -2222991 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -2222992.250000 Penalty: 4930.198242
	Iteration 28Q: 3 clusters Score -2222992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -2222995.000000 Penalty: 4930.198242
	Iteration 29Q: 3 clusters Score -2222995 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2222996.500000 Penalty: 4930.198242
	Iteration 30Q: 3 clusters Score -2222996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -2223000.000000 Penalty: 4930.198242
	Iteration 31Q: 3 clusters Score -2223000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -2222995.750000 Penalty: 4930.198242
	Iteration 32Q: 3 clusters Score -2222996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2223002.750000 Penalty: 4930.198242
	Iteration 33Q: 3 clusters Score -2223003 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2223004.500000 Penalty: 4930.198242
	Iteration 34Q: 3 clusters Score -2223004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -2223006.000000 Penalty: 4930.198242
	Iteration 35Q: 3 clusters Score -2223006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -2223013.500000 Penalty: 4930.198242
	Iteration 36Q: 3 clusters Score -2223014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2223014.000000 Penalty: 4930.198242
	Iteration 37Q: 3 clusters Score -2223014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2223013.000000 Penalty: 4930.198242
	Iteration 38Q: 3 clusters Score -2223013 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2223013.000000 Penalty: 4930.198242
	Iteration 39Q: 3 clusters Score -2223013 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2223018.250000 Penalty: 4930.198242
	Iteration 40F: 3 clusters Score -2223018 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -2223027.750000 Penalty: 4930.198242
	Iteration 41Q: 3 clusters Score -2223028 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2223037.500000 Penalty: 4930.198242
	Iteration 42Q: 3 clusters Score -2223038 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2223039.250000 Penalty: 4930.198242
	Iteration 43Q: 3 clusters Score -2223039 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -2223060.500000 Penalty: 4930.198242
	Iteration 44Q: 3 clusters Score -2223060 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -2223063.000000 Penalty: 4930.198242
	Iteration 45Q: 3 clusters Score -2223063 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2223075.000000 Penalty: 4930.198242
	Iteration 46Q: 3 clusters Score -2223075 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2223079.750000 Penalty: 4930.198242
	Iteration 47Q: 3 clusters Score -2223080 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -2223089.750000 Penalty: 4930.198242
	Iteration 48Q: 3 clusters Score -2223090 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2223094.500000 Penalty: 4930.198242
	Iteration 49Q: 3 clusters Score -2223094 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2223101.000000 Penalty: 4930.198242
	Iteration 50Q: 3 clusters Score -2223101 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2223102.500000 Penalty: 4930.198242
	Iteration 51Q: 3 clusters Score -2223102 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2223108.750000 Penalty: 4930.198242
	Iteration 52Q: 3 clusters Score -2223109 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2223114.500000 Penalty: 4930.198242
	Iteration 53Q: 3 clusters Score -2223114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2223126.500000 Penalty: 4930.198242
	Iteration 54Q: 3 clusters Score -2223126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2223129.000000 Penalty: 4930.198242
	Iteration 55Q: 3 clusters Score -2223129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2223123.750000 Penalty: 4930.198242
	Iteration 56Q: 3 clusters Score -2223124 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -2223131.750000 Penalty: 4930.198242
	Iteration 57Q: 3 clusters Score -2223132 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -2223139.750000 Penalty: 4930.198242
	Iteration 58Q: 3 clusters Score -2223140 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2223143.500000 Penalty: 4930.198242
	Iteration 59Q: 3 clusters Score -2223144 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2223149.000000 Penalty: 4930.198242
	Iteration 60F: 3 clusters Score -2223149 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2223163.750000 Penalty: 4930.198242
	Iteration 61Q: 3 clusters Score -2223164 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2223174.750000 Penalty: 4930.198242
	Iteration 62Q: 3 clusters Score -2223175 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2223203.500000 Penalty: 4930.198242
	Iteration 63Q: 3 clusters Score -2223204 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2223222.000000 Penalty: 4930.198242
	Iteration 64Q: 3 clusters Score -2223222 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2223243.750000 Penalty: 4930.198242
	Iteration 65Q: 3 clusters Score -2223244 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -2223260.000000 Penalty: 4930.198242
	Iteration 66Q: 3 clusters Score -2223260 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -2223276.500000 Penalty: 4930.198242
	Iteration 67Q: 3 clusters Score -2223276 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -2223299.500000 Penalty: 4930.198242
	Iteration 68Q: 3 clusters Score -2223300 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2223335.500000 Penalty: 4930.198242
	Iteration 69Q: 3 clusters Score -2223336 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2223346.250000 Penalty: 4930.198242
	Iteration 70Q: 3 clusters Score -2223346 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2223374.500000 Penalty: 4930.198242
	Iteration 71Q: 3 clusters Score -2223374 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2223395.250000 Penalty: 4930.198242
	Iteration 72Q: 3 clusters Score -2223395 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2223430.750000 Penalty: 4930.198242
	Iteration 73Q: 3 clusters Score -2223431 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2223472.250000 Penalty: 4930.198242
	Iteration 74Q: 3 clusters Score -2223472 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2223523.250000 Penalty: 4930.198242
	Iteration 75Q: 3 clusters Score -2223523 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2223591.500000 Penalty: 4930.198242
	Iteration 76Q: 3 clusters Score -2223592 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -2223692.250000 Penalty: 4930.198242
	Iteration 77Q: 3 clusters Score -2223692 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2223775.500000 Penalty: 4930.198242
	Iteration 78Q: 3 clusters Score -2223776 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2223829.500000 Penalty: 4930.198242
	Iteration 79Q: 3 clusters Score -2223830 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2223885.500000 Penalty: 4930.198242
	Iteration 80F: 3 clusters Score -2223886 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2223946.500000 Penalty: 4930.198242
	Iteration 81Q: 3 clusters Score -2223946 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2224006.250000 Penalty: 4930.198242
	Iteration 82Q: 3 clusters Score -2224006 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2224058.000000 Penalty: 4930.198242
	Iteration 83Q: 3 clusters Score -2224058 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2224094.750000 Penalty: 4930.198242
	Iteration 84Q: 3 clusters Score -2224095 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2224136.500000 Penalty: 4930.198242
	Iteration 85Q: 3 clusters Score -2224136 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2224179.250000 Penalty: 4930.198242
	Iteration 86Q: 3 clusters Score -2224179 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2224216.500000 Penalty: 4930.198242
	Iteration 87Q: 3 clusters Score -2224216 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2224253.500000 Penalty: 4930.198242
	Iteration 88Q: 3 clusters Score -2224254 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2224276.750000 Penalty: 4930.198242
	Iteration 89Q: 3 clusters Score -2224277 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2224289.000000 Penalty: 4930.198242
	Iteration 90Q: 3 clusters Score -2224289 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2224311.750000 Penalty: 4930.198242
	Iteration 91Q: 3 clusters Score -2224312 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2224325.500000 Penalty: 4930.198242
	Iteration 92Q: 3 clusters Score -2224326 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2224334.250000 Penalty: 4930.198242
	Iteration 93Q: 3 clusters Score -2224334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2224349.250000 Penalty: 4930.198242
	Iteration 94Q: 3 clusters Score -2224349 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2224353.750000 Penalty: 4930.198242
	Iteration 95Q: 3 clusters Score -2224354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2224360.500000 Penalty: 4930.198242
	Iteration 96Q: 3 clusters Score -2224360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2224365.750000 Penalty: 4930.198242
	Iteration 97Q: 3 clusters Score -2224366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2224364.500000 Penalty: 4930.198242
	Iteration 98Q: 3 clusters Score -2224364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2224368.500000 Penalty: 4930.198242
	Iteration 99Q: 3 clusters Score -2224368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2224367.750000 Penalty: 4930.198242
	Iteration 100F: 3 clusters Score -2224368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2224369.000000 Penalty: 4930.198242
	Iteration 101Q: 3 clusters Score -2224369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2224370.250000 Penalty: 4930.198242
	Iteration 102Q: 3 clusters Score -2224370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2224371.000000 Penalty: 4930.198242
	Iteration 103Q: 3 clusters Score -2224371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2224370.500000 Penalty: 4930.198242
	Iteration 104Q: 3 clusters Score -2224370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2224369.500000 Penalty: 4930.198242
	Iteration 105Q: 3 clusters Score -2224370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2224372.500000 Penalty: 4930.198242
	Iteration 106Q: 3 clusters Score -2224372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2224374.000000 Penalty: 4930.198242
	Iteration 107Q: 3 clusters Score -2224374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2224373.500000 Penalty: 4930.198242
	Iteration 108Q: 3 clusters Score -2224374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2224375.250000 Penalty: 4930.198242
	Iteration 109Q: 3 clusters Score -2224375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2224374.250000 Penalty: 4930.198242
	Iteration 110Q: 3 clusters Score -2224374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2224378.000000 Penalty: 4930.198242
	Iteration 111Q: 3 clusters Score -2224378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2224379.000000 Penalty: 4930.198242
	Iteration 112Q: 3 clusters Score -2224379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2224379.000000 Penalty: 4930.198242
	Iteration 113F: 3 clusters Score -2224379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Entering Unmasked Estep 
Score: -1846677.375000 Penalty: 2440.891113
	Iteration 0F: 2 clusters Score -1846677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1833484.625000 Penalty: 4881.782227
	Iteration 0F: 3 clusters Score -1833485 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1838247.500000 Penalty: 4881.782227
	Iteration 1F: 3 clusters Score -1838248 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1839143.125000 Penalty: 4881.782227
	Iteration 2F: 3 clusters Score -1839143 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1840043.750000 Penalty: 4881.782227
	Iteration 3F: 3 clusters Score -1840044 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1840846.000000 Penalty: 4881.782227
	Iteration 4F: 3 clusters Score -1840846 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1841547.250000 Penalty: 4881.782227
	Iteration 5F: 3 clusters Score -1841547 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1842097.000000 Penalty: 4881.782227
	Iteration 6F: 3 clusters Score -1842097 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1842455.375000 Penalty: 4881.782227
	Iteration 7Q: 3 clusters Score -1842455 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1842683.000000 Penalty: 4881.782227
	Iteration 8Q: 3 clusters Score -1842683 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1842844.375000 Penalty: 4881.782227
	Iteration 9Q: 3 clusters Score -1842844 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1842970.625000 Penalty: 4881.782227
	Iteration 10Q: 3 clusters Score -1842971 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1843070.750000 Penalty: 4881.782227
	Iteration 11Q: 3 clusters Score -1843071 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1843136.250000 Penalty: 4881.782227
	Iteration 12Q: 3 clusters Score -1843136 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1843195.125000 Penalty: 4881.782227
	Iteration 13Q: 3 clusters Score -1843195 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1843235.375000 Penalty: 4881.782227
	Iteration 14Q: 3 clusters Score -1843235 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1843274.375000 Penalty: 4881.782227
	Iteration 15Q: 3 clusters Score -1843274 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1843303.375000 Penalty: 4881.782227
	Iteration 16Q: 3 clusters Score -1843303 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1843340.000000 Penalty: 4881.782227
	Iteration 17Q: 3 clusters Score -1843340 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1843375.125000 Penalty: 4881.782227
	Iteration 18Q: 3 clusters Score -1843375 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1843410.625000 Penalty: 4881.782227
	Iteration 19Q: 3 clusters Score -1843411 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1843433.750000 Penalty: 4881.782227
	Iteration 20F: 3 clusters Score -1843434 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1843457.625000 Penalty: 4881.782227
	Iteration 21Q: 3 clusters Score -1843458 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1843470.875000 Penalty: 4881.782227
	Iteration 22Q: 3 clusters Score -1843471 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1843491.500000 Penalty: 4881.782227
	Iteration 23Q: 3 clusters Score -1843492 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1843510.250000 Penalty: 4881.782227
	Iteration 24Q: 3 clusters Score -1843510 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1843528.125000 Penalty: 4881.782227
	Iteration 25Q: 3 clusters Score -1843528 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1843544.625000 Penalty: 4881.782227
	Iteration 26Q: 3 clusters Score -1843545 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1843565.250000 Penalty: 4881.782227
	Iteration 27Q: 3 clusters Score -1843565 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1843574.625000 Penalty: 4881.782227
	Iteration 28Q: 3 clusters Score -1843575 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1843582.750000 Penalty: 4881.782227
	Iteration 29Q: 3 clusters Score -1843583 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1843593.625000 Penalty: 4881.782227
	Iteration 30Q: 3 clusters Score -1843594 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1843605.125000 Penalty: 4881.782227
	Iteration 31Q: 3 clusters Score -1843605 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1843618.875000 Penalty: 4881.782227
	Iteration 32Q: 3 clusters Score -1843619 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1843621.750000 Penalty: 4881.782227
	Iteration 33Q: 3 clusters Score -1843622 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1843630.250000 Penalty: 4881.782227
	Iteration 34Q: 3 clusters Score -1843630 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1843643.375000 Penalty: 4881.782227
	Iteration 35Q: 3 clusters Score -1843643 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1843641.750000 Penalty: 4881.782227
	Iteration 36Q: 3 clusters Score -1843642 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1843646.250000 Penalty: 4881.782227
	Iteration 37Q: 3 clusters Score -1843646 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1843657.500000 Penalty: 4881.782227
	Iteration 38Q: 3 clusters Score -1843658 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1843663.875000 Penalty: 4881.782227
	Iteration 39Q: 3 clusters Score -1843664 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1843674.000000 Penalty: 4881.782227
	Iteration 40F: 3 clusters Score -1843674 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1843683.375000 Penalty: 4881.782227
	Iteration 41Q: 3 clusters Score -1843683 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1843681.375000 Penalty: 4881.782227
	Iteration 42Q: 3 clusters Score -1843681 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1843688.625000 Penalty: 4881.782227
	Iteration 43Q: 3 clusters Score -1843689 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1843691.750000 Penalty: 4881.782227
	Iteration 44Q: 3 clusters Score -1843692 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1843693.250000 Penalty: 4881.782227
	Iteration 45Q: 3 clusters Score -1843693 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1843696.500000 Penalty: 4881.782227
	Iteration 46Q: 3 clusters Score -1843696 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1843701.500000 Penalty: 4881.782227
	Iteration 47Q: 3 clusters Score -1843702 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1843710.375000 Penalty: 4881.782227
	Iteration 48Q: 3 clusters Score -1843710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1843711.625000 Penalty: 4881.782227
	Iteration 49Q: 3 clusters Score -1843712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1843711.875000 Penalty: 4881.782227
	Iteration 50Q: 3 clusters Score -1843712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1843717.000000 Penalty: 4881.782227
	Iteration 51Q: 3 clusters Score -1843717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1843714.250000 Penalty: 4881.782227
	Iteration 52Q: 3 clusters Score -1843714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1843716.250000 Penalty: 4881.782227
	Iteration 53Q: 3 clusters Score -1843716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1843719.125000 Penalty: 4881.782227
	Iteration 54Q: 3 clusters Score -1843719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1843715.875000 Penalty: 4881.782227
	Iteration 55Q: 3 clusters Score -1843716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1843719.000000 Penalty: 4881.782227
	Iteration 56Q: 3 clusters Score -1843719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1843723.375000 Penalty: 4881.782227
	Iteration 57Q: 3 clusters Score -1843723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1843725.500000 Penalty: 4881.782227
	Iteration 58Q: 3 clusters Score -1843726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1843724.750000 Penalty: 4881.782227
	Iteration 59Q: 3 clusters Score -1843725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1843724.250000 Penalty: 4881.782227
	Iteration 60F: 3 clusters Score -1843724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1843727.125000 Penalty: 4881.782227
	Iteration 61Q: 3 clusters Score -1843727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1843725.250000 Penalty: 4881.782227
	Iteration 62Q: 3 clusters Score -1843725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1843729.375000 Penalty: 4881.782227
	Iteration 63Q: 3 clusters Score -1843729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1843725.750000 Penalty: 4881.782227
	Iteration 64Q: 3 clusters Score -1843726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1843722.500000 Penalty: 4881.782227
	Iteration 65Q: 3 clusters Score -1843722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1843723.000000 Penalty: 4881.782227
	Iteration 66Q: 3 clusters Score -1843723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1843723.375000 Penalty: 4881.782227
	Iteration 67Q: 3 clusters Score -1843723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1843727.000000 Penalty: 4881.782227
	Iteration 68Q: 3 clusters Score -1843727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1843726.375000 Penalty: 4881.782227
	Iteration 69Q: 3 clusters Score -1843726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1843727.500000 Penalty: 4881.782227
	Iteration 70Q: 3 clusters Score -1843728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1843729.125000 Penalty: 4881.782227
	Iteration 71Q: 3 clusters Score -1843729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1843732.000000 Penalty: 4881.782227
	Iteration 72Q: 3 clusters Score -1843732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1843732.750000 Penalty: 4881.782227
	Iteration 73Q: 3 clusters Score -1843733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1843734.000000 Penalty: 4881.782227
	Iteration 74Q: 3 clusters Score -1843734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1843736.125000 Penalty: 4881.782227
	Iteration 75Q: 3 clusters Score -1843736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1843730.750000 Penalty: 4881.782227
	Iteration 76Q: 3 clusters Score -1843731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1843733.375000 Penalty: 4881.782227
	Iteration 77Q: 3 clusters Score -1843733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1843733.875000 Penalty: 4881.782227
	Iteration 78Q: 3 clusters Score -1843734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1843738.000000 Penalty: 4881.782227
	Iteration 79Q: 3 clusters Score -1843738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1843737.125000 Penalty: 4881.782227
	Iteration 80F: 3 clusters Score -1843737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1843735.750000 Penalty: 4881.782227
	Iteration 81Q: 3 clusters Score -1843736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1843735.125000 Penalty: 4881.782227
	Iteration 82Q: 3 clusters Score -1843735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1843737.375000 Penalty: 4881.782227
	Iteration 83Q: 3 clusters Score -1843737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1843736.000000 Penalty: 4881.782227
	Iteration 84Q: 3 clusters Score -1843736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1843738.750000 Penalty: 4881.782227
	Iteration 85Q: 3 clusters Score -1843739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1843736.250000 Penalty: 4881.782227
	Iteration 86Q: 3 clusters Score -1843736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1843736.125000 Penalty: 4881.782227
	Iteration 87Q: 3 clusters Score -1843736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1843738.125000 Penalty: 4881.782227
	Iteration 88Q: 3 clusters Score -1843738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1843737.375000 Penalty: 4881.782227
	Iteration 89Q: 3 clusters Score -1843737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1843736.250000 Penalty: 4881.782227
	Iteration 90Q: 3 clusters Score -1843736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1843737.750000 Penalty: 4881.782227
	Iteration 91Q: 3 clusters Score -1843738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1843737.750000 Penalty: 4881.782227
	Iteration 92F: 3 clusters Score -1843738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -551326.375000 Penalty: 2113.155029
	Iteration 0F: 2 clusters Score -551326.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -546789.187500 Penalty: 4226.310059
	Iteration 0F: 3 clusters Score -546789.2 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -547880.000000 Penalty: 4226.310059
	Iteration 1F: 3 clusters Score -547880 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -548074.312500 Penalty: 4226.310059
	Iteration 2F: 3 clusters Score -548074.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -548227.687500 Penalty: 4226.310059
	Iteration 3F: 3 clusters Score -548227.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -548380.062500 Penalty: 4226.310059
	Iteration 4Q: 3 clusters Score -548380.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -548512.625000 Penalty: 4226.310059
	Iteration 5Q: 3 clusters Score -548512.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -548649.187500 Penalty: 4226.310059
	Iteration 6Q: 3 clusters Score -548649.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -548780.625000 Penalty: 4226.310059
	Iteration 7Q: 3 clusters Score -548780.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -548942.875000 Penalty: 4226.310059
	Iteration 8Q: 3 clusters Score -548942.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -549051.312500 Penalty: 4226.310059
	Iteration 9Q: 3 clusters Score -549051.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -549153.250000 Penalty: 4226.310059
	Iteration 10Q: 3 clusters Score -549153.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -549252.187500 Penalty: 4226.310059
	Iteration 11Q: 3 clusters Score -549252.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -549335.312500 Penalty: 4226.310059
	Iteration 12Q: 3 clusters Score -549335.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -549393.062500 Penalty: 4226.310059
	Iteration 13Q: 3 clusters Score -549393.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -549434.187500 Penalty: 4226.310059
	Iteration 14Q: 3 clusters Score -549434.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -549463.687500 Penalty: 4226.310059
	Iteration 15Q: 3 clusters Score -549463.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -549485.937500 Penalty: 4226.310059
	Iteration 16Q: 3 clusters Score -549485.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -549502.937500 Penalty: 4226.310059
	Iteration 17Q: 3 clusters Score -549502.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -549517.437500 Penalty: 4226.310059
	Iteration 18Q: 3 clusters Score -549517.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -549531.187500 Penalty: 4226.310059
	Iteration 19Q: 3 clusters Score -549531.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -549542.125000 Penalty: 4226.310059
	Iteration 20F: 3 clusters Score -549542.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -549550.937500 Penalty: 4226.310059
	Iteration 21Q: 3 clusters Score -549550.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -549560.437500 Penalty: 4226.310059
	Iteration 22Q: 3 clusters Score -549560.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -549566.500000 Penalty: 4226.310059
	Iteration 23Q: 3 clusters Score -549566.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -549569.000000 Penalty: 4226.310059
	Iteration 24Q: 3 clusters Score -549569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -549571.187500 Penalty: 4226.310059
	Iteration 25Q: 3 clusters Score -549571.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -549571.312500 Penalty: 4226.310059
	Iteration 26Q: 3 clusters Score -549571.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -549572.625000 Penalty: 4226.310059
	Iteration 27Q: 3 clusters Score -549572.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -549573.312500 Penalty: 4226.310059
	Iteration 28Q: 3 clusters Score -549573.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -549574.812500 Penalty: 4226.310059
	Iteration 29Q: 3 clusters Score -549574.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -549573.562500 Penalty: 4226.310059
	Iteration 30Q: 3 clusters Score -549573.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -549573.750000 Penalty: 4226.310059
	Iteration 31Q: 3 clusters Score -549573.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -549575.437500 Penalty: 4226.310059
	Iteration 32Q: 3 clusters Score -549575.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -549575.312500 Penalty: 4226.310059
	Iteration 33Q: 3 clusters Score -549575.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -549575.500000 Penalty: 4226.310059
	Iteration 34Q: 3 clusters Score -549575.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -549577.187500 Penalty: 4226.310059
	Iteration 35Q: 3 clusters Score -549577.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -549578.062500 Penalty: 4226.310059
	Iteration 36Q: 3 clusters Score -549578.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -549578.312500 Penalty: 4226.310059
	Iteration 37Q: 3 clusters Score -549578.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -549578.750000 Penalty: 4226.310059
	Iteration 38Q: 3 clusters Score -549578.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -549579.625000 Penalty: 4226.310059
	Iteration 39Q: 3 clusters Score -549579.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -549581.312500 Penalty: 4226.310059
	Iteration 40F: 3 clusters Score -549581.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -549580.687500 Penalty: 4226.310059
	Iteration 41Q: 3 clusters Score -549580.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -549582.562500 Penalty: 4226.310059
	Iteration 42Q: 3 clusters Score -549582.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -549585.937500 Penalty: 4226.310059
	Iteration 43Q: 3 clusters Score -549585.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -549589.437500 Penalty: 4226.310059
	Iteration 44Q: 3 clusters Score -549589.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -549590.437500 Penalty: 4226.310059
	Iteration 45Q: 3 clusters Score -549590.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -549591.125000 Penalty: 4226.310059
	Iteration 46Q: 3 clusters Score -549591.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -549591.000000 Penalty: 4226.310059
	Iteration 47Q: 3 clusters Score -549591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -549591.000000 Penalty: 4226.310059
	Iteration 48F: 3 clusters Score -549591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Entering Unmasked Estep 
Score: -972174.125000 Penalty: 2260.966064
	Iteration 0F: 2 clusters Score -972174.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -965036.875000 Penalty: 4521.932129
	Iteration 0F: 3 clusters Score -965036.9 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -967153.125000 Penalty: 4521.932129
	Iteration 1F: 3 clusters Score -967153.1 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -967563.062500 Penalty: 4521.932129
	Iteration 2F: 3 clusters Score -967563.1 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -967965.625000 Penalty: 4521.932129
	Iteration 3F: 3 clusters Score -967965.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -968331.375000 Penalty: 4521.932129
	Iteration 4F: 3 clusters Score -968331.4 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -968675.625000 Penalty: 4521.932129
	Iteration 5F: 3 clusters Score -968675.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -968988.000000 Penalty: 4521.932129
	Iteration 6F: 3 clusters Score -968988 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -969271.875000 Penalty: 4521.932129
	Iteration 7F: 3 clusters Score -969271.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -969523.625000 Penalty: 4521.932129
	Iteration 8Q: 3 clusters Score -969523.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -969693.500000 Penalty: 4521.932129
	Iteration 9Q: 3 clusters Score -969693.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -969823.500000 Penalty: 4521.932129
	Iteration 10Q: 3 clusters Score -969823.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -969936.062500 Penalty: 4521.932129
	Iteration 11Q: 3 clusters Score -969936.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -970009.000000 Penalty: 4521.932129
	Iteration 12Q: 3 clusters Score -970009 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -970079.375000 Penalty: 4521.932129
	Iteration 13Q: 3 clusters Score -970079.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -970146.437500 Penalty: 4521.932129
	Iteration 14Q: 3 clusters Score -970146.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -970209.312500 Penalty: 4521.932129
	Iteration 15Q: 3 clusters Score -970209.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -970247.250000 Penalty: 4521.932129
	Iteration 16Q: 3 clusters Score -970247.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -970281.250000 Penalty: 4521.932129
	Iteration 17Q: 3 clusters Score -970281.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -970319.062500 Penalty: 4521.932129
	Iteration 18Q: 3 clusters Score -970319.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -970357.500000 Penalty: 4521.932129
	Iteration 19Q: 3 clusters Score -970357.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -970390.562500 Penalty: 4521.932129
	Iteration 20F: 3 clusters Score -970390.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -970424.687500 Penalty: 4521.932129
	Iteration 21Q: 3 clusters Score -970424.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -970462.250000 Penalty: 4521.932129
	Iteration 22Q: 3 clusters Score -970462.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -970492.187500 Penalty: 4521.932129
	Iteration 23Q: 3 clusters Score -970492.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -970531.812500 Penalty: 4521.932129
	Iteration 24Q: 3 clusters Score -970531.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -970557.250000 Penalty: 4521.932129
	Iteration 25Q: 3 clusters Score -970557.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -970588.812500 Penalty: 4521.932129
	Iteration 26Q: 3 clusters Score -970588.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -970617.562500 Penalty: 4521.932129
	Iteration 27Q: 3 clusters Score -970617.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -970644.625000 Penalty: 4521.932129
	Iteration 28Q: 3 clusters Score -970644.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -970665.937500 Penalty: 4521.932129
	Iteration 29Q: 3 clusters Score -970665.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -970686.312500 Penalty: 4521.932129
	Iteration 30Q: 3 clusters Score -970686.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -970704.375000 Penalty: 4521.932129
	Iteration 31Q: 3 clusters Score -970704.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -970722.125000 Penalty: 4521.932129
	Iteration 32Q: 3 clusters Score -970722.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -970738.500000 Penalty: 4521.932129
	Iteration 33Q: 3 clusters Score -970738.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -970759.812500 Penalty: 4521.932129
	Iteration 34Q: 3 clusters Score -970759.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -970773.250000 Penalty: 4521.932129
	Iteration 35Q: 3 clusters Score -970773.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -970782.500000 Penalty: 4521.932129
	Iteration 36Q: 3 clusters Score -970782.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -970789.500000 Penalty: 4521.932129
	Iteration 37Q: 3 clusters Score -970789.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -970798.062500 Penalty: 4521.932129
	Iteration 38Q: 3 clusters Score -970798.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -970803.187500 Penalty: 4521.932129
	Iteration 39Q: 3 clusters Score -970803.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -970806.875000 Penalty: 4521.932129
	Iteration 40F: 3 clusters Score -970806.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -970812.000000 Penalty: 4521.932129
	Iteration 41Q: 3 clusters Score -970812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -970816.187500 Penalty: 4521.932129
	Iteration 42Q: 3 clusters Score -970816.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -970814.125000 Penalty: 4521.932129
	Iteration 43Q: 3 clusters Score -970814.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -970814.625000 Penalty: 4521.932129
	Iteration 44Q: 3 clusters Score -970814.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -970815.500000 Penalty: 4521.932129
	Iteration 45Q: 3 clusters Score -970815.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -970815.500000 Penalty: 4521.932129
	Iteration 46F: 3 clusters Score -970815.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Entering Unmasked Estep 
Score: -249926.375000 Penalty: 1914.344238
	Iteration 0F: 2 clusters Score -249926.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -247164.046875 Penalty: 3828.688477
	Iteration 0F: 3 clusters Score -247164 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -247654.562500 Penalty: 3828.688477
	Iteration 1F: 3 clusters Score -247654.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -247801.046875 Penalty: 3828.688477
	Iteration 2F: 3 clusters Score -247801 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -247870.937500 Penalty: 3828.688477
	Iteration 3Q: 3 clusters Score -247870.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -247919.578125 Penalty: 3828.688477
	Iteration 4Q: 3 clusters Score -247919.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -247953.750000 Penalty: 3828.688477
	Iteration 5Q: 3 clusters Score -247953.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -247982.156250 Penalty: 3828.688477
	Iteration 6Q: 3 clusters Score -247982.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -248005.250000 Penalty: 3828.688477
	Iteration 7Q: 3 clusters Score -248005.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -248017.093750 Penalty: 3828.688477
	Iteration 8Q: 3 clusters Score -248017.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -248021.437500 Penalty: 3828.688477
	Iteration 9Q: 3 clusters Score -248021.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -248026.828125 Penalty: 3828.688477
	Iteration 10Q: 3 clusters Score -248026.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -248032.500000 Penalty: 3828.688477
	Iteration 11Q: 3 clusters Score -248032.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -248036.718750 Penalty: 3828.688477
	Iteration 12Q: 3 clusters Score -248036.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -248037.750000 Penalty: 3828.688477
	Iteration 13Q: 3 clusters Score -248037.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -248038.734375 Penalty: 3828.688477
	Iteration 14Q: 3 clusters Score -248038.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -248038.734375 Penalty: 3828.688477
	Iteration 15F: 3 clusters Score -248038.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Entering Unmasked Estep 
Score: -1700089.875000 Penalty: 2394.938721
	Iteration 0F: 2 clusters Score -1700090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1688792.125000 Penalty: 4789.877441
	Iteration 0F: 3 clusters Score -1688792 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1692312.625000 Penalty: 4789.877441
	Iteration 1F: 3 clusters Score -1692313 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1692716.500000 Penalty: 4789.877441
	Iteration 2F: 3 clusters Score -1692716 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1693049.625000 Penalty: 4789.877441
	Iteration 3F: 3 clusters Score -1693050 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1693369.500000 Penalty: 4789.877441
	Iteration 4Q: 3 clusters Score -1693370 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1693723.750000 Penalty: 4789.877441
	Iteration 5Q: 3 clusters Score -1693724 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1694198.000000 Penalty: 4789.877441
	Iteration 6Q: 3 clusters Score -1694198 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1694757.125000 Penalty: 4789.877441
	Iteration 7F: 3 clusters Score -1694757 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1695335.625000 Penalty: 4789.877441
	Iteration 8F: 3 clusters Score -1695336 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1695969.000000 Penalty: 4789.877441
	Iteration 9F: 3 clusters Score -1695969 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1696563.000000 Penalty: 4789.877441
	Iteration 10Q: 3 clusters Score -1696563 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1697052.000000 Penalty: 4789.877441
	Iteration 11Q: 3 clusters Score -1697052 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1697403.375000 Penalty: 4789.877441
	Iteration 12Q: 3 clusters Score -1697403 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1697615.250000 Penalty: 4789.877441
	Iteration 13Q: 3 clusters Score -1697615 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -1697746.750000 Penalty: 4789.877441
	Iteration 14Q: 3 clusters Score -1697747 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -1697839.750000 Penalty: 4789.877441
	Iteration 15Q: 3 clusters Score -1697840 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -1697888.125000 Penalty: 4789.877441
	Iteration 16Q: 3 clusters Score -1697888 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -1697926.000000 Penalty: 4789.877441
	Iteration 17Q: 3 clusters Score -1697926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1697951.750000 Penalty: 4789.877441
	Iteration 18Q: 3 clusters Score -1697952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1697977.875000 Penalty: 4789.877441
	Iteration 19Q: 3 clusters Score -1697978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -1697985.875000 Penalty: 4789.877441
	Iteration 20F: 3 clusters Score -1697986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -1698001.250000 Penalty: 4789.877441
	Iteration 21Q: 3 clusters Score -1698001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -1698010.875000 Penalty: 4789.877441
	Iteration 22Q: 3 clusters Score -1698011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -1698019.250000 Penalty: 4789.877441
	Iteration 23Q: 3 clusters Score -1698019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -1698025.500000 Penalty: 4789.877441
	Iteration 24Q: 3 clusters Score -1698026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1698036.750000 Penalty: 4789.877441
	Iteration 25Q: 3 clusters Score -1698037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -1698041.750000 Penalty: 4789.877441
	Iteration 26Q: 3 clusters Score -1698042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -1698045.125000 Penalty: 4789.877441
	Iteration 27Q: 3 clusters Score -1698045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -1698048.750000 Penalty: 4789.877441
	Iteration 28Q: 3 clusters Score -1698049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -1698056.875000 Penalty: 4789.877441
	Iteration 29Q: 3 clusters Score -1698057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -1698062.625000 Penalty: 4789.877441
	Iteration 30Q: 3 clusters Score -1698063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1698069.625000 Penalty: 4789.877441
	Iteration 31Q: 3 clusters Score -1698070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -1698071.750000 Penalty: 4789.877441
	Iteration 32Q: 3 clusters Score -1698072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1698072.500000 Penalty: 4789.877441
	Iteration 33Q: 3 clusters Score -1698072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1698072.500000 Penalty: 4789.877441
	Iteration 34F: 3 clusters Score -1698072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Entering Unmasked Estep 
Score: -3479226.500000 Penalty: 2592.686279
	Iteration 0F: 2 clusters Score -3479226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -3455637.000000 Penalty: 5185.372559
	Iteration 0F: 3 clusters Score -3455637 nChanged 15714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -3464742.750000 Penalty: 5185.372559
	Iteration 1F: 3 clusters Score -3464743 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -3465634.250000 Penalty: 5185.372559
	Iteration 2F: 3 clusters Score -3465634 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -3466545.500000 Penalty: 5185.372559
	Iteration 3F: 3 clusters Score -3466546 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -3467461.000000 Penalty: 5185.372559
	Iteration 4F: 3 clusters Score -3467461 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -3468269.000000 Penalty: 5185.372559
	Iteration 5F: 3 clusters Score -3468269 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -3468955.500000 Penalty: 5185.372559
	Iteration 6Q: 3 clusters Score -3468956 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -3469605.250000 Penalty: 5185.372559
	Iteration 7Q: 3 clusters Score -3469605 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -3470247.500000 Penalty: 5185.372559
	Iteration 8Q: 3 clusters Score -3470248 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -3470998.750000 Penalty: 5185.372559
	Iteration 9Q: 3 clusters Score -3470999 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -3471864.000000 Penalty: 5185.372559
	Iteration 10Q: 3 clusters Score -3471864 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -3472701.750000 Penalty: 5185.372559
	Iteration 11Q: 3 clusters Score -3472702 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -3473451.750000 Penalty: 5185.372559
	Iteration 12Q: 3 clusters Score -3473452 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -3474053.500000 Penalty: 5185.372559
	Iteration 13Q: 3 clusters Score -3474054 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -3474496.500000 Penalty: 5185.372559
	Iteration 14Q: 3 clusters Score -3474496 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -3474792.750000 Penalty: 5185.372559
	Iteration 15Q: 3 clusters Score -3474793 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -3475067.250000 Penalty: 5185.372559
	Iteration 16Q: 3 clusters Score -3475067 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -3475266.750000 Penalty: 5185.372559
	Iteration 17Q: 3 clusters Score -3475267 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -3475463.000000 Penalty: 5185.372559
	Iteration 18Q: 3 clusters Score -3475463 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -3475611.250000 Penalty: 5185.372559
	Iteration 19Q: 3 clusters Score -3475611 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -3475751.000000 Penalty: 5185.372559
	Iteration 20F: 3 clusters Score -3475751 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -3475859.250000 Penalty: 5185.372559
	Iteration 21Q: 3 clusters Score -3475859 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -3475995.000000 Penalty: 5185.372559
	Iteration 22Q: 3 clusters Score -3475995 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -3476085.500000 Penalty: 5185.372559
	Iteration 23Q: 3 clusters Score -3476086 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -3476173.750000 Penalty: 5185.372559
	Iteration 24Q: 3 clusters Score -3476174 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -3476258.750000 Penalty: 5185.372559
	Iteration 25Q: 3 clusters Score -3476259 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -3476328.000000 Penalty: 5185.372559
	Iteration 26Q: 3 clusters Score -3476328 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -3476420.000000 Penalty: 5185.372559
	Iteration 27Q: 3 clusters Score -3476420 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -3476496.750000 Penalty: 5185.372559
	Iteration 28Q: 3 clusters Score -3476497 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -3476567.000000 Penalty: 5185.372559
	Iteration 29Q: 3 clusters Score -3476567 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -3476639.000000 Penalty: 5185.372559
	Iteration 30Q: 3 clusters Score -3476639 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3476687.000000 Penalty: 5185.372559
	Iteration 31Q: 3 clusters Score -3476687 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -3476718.250000 Penalty: 5185.372559
	Iteration 32Q: 3 clusters Score -3476718 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3476756.500000 Penalty: 5185.372559
	Iteration 33Q: 3 clusters Score -3476756 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3476801.500000 Penalty: 5185.372559
	Iteration 34Q: 3 clusters Score -3476802 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3476839.250000 Penalty: 5185.372559
	Iteration 35Q: 3 clusters Score -3476839 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3476874.000000 Penalty: 5185.372559
	Iteration 36Q: 3 clusters Score -3476874 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3476905.250000 Penalty: 5185.372559
	Iteration 37Q: 3 clusters Score -3476905 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3476931.000000 Penalty: 5185.372559
	Iteration 38Q: 3 clusters Score -3476931 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3476971.000000 Penalty: 5185.372559
	Iteration 39Q: 3 clusters Score -3476971 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3477010.000000 Penalty: 5185.372559
	Iteration 40F: 3 clusters Score -3477010 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3477040.250000 Penalty: 5185.372559
	Iteration 41Q: 3 clusters Score -3477040 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3477069.000000 Penalty: 5185.372559
	Iteration 42Q: 3 clusters Score -3477069 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3477096.500000 Penalty: 5185.372559
	Iteration 43Q: 3 clusters Score -3477096 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3477115.750000 Penalty: 5185.372559
	Iteration 44Q: 3 clusters Score -3477116 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3477128.000000 Penalty: 5185.372559
	Iteration 45Q: 3 clusters Score -3477128 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3477149.750000 Penalty: 5185.372559
	Iteration 46Q: 3 clusters Score -3477150 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3477161.250000 Penalty: 5185.372559
	Iteration 47Q: 3 clusters Score -3477161 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3477165.750000 Penalty: 5185.372559
	Iteration 48Q: 3 clusters Score -3477166 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3477178.750000 Penalty: 5185.372559
	Iteration 49Q: 3 clusters Score -3477179 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3477191.250000 Penalty: 5185.372559
	Iteration 50Q: 3 clusters Score -3477191 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3477206.250000 Penalty: 5185.372559
	Iteration 51Q: 3 clusters Score -3477206 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3477215.500000 Penalty: 5185.372559
	Iteration 52Q: 3 clusters Score -3477216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3477226.750000 Penalty: 5185.372559
	Iteration 53Q: 3 clusters Score -3477227 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3477239.500000 Penalty: 5185.372559
	Iteration 54Q: 3 clusters Score -3477240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3477237.000000 Penalty: 5185.372559
	Iteration 55Q: 3 clusters Score -3477237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3477244.500000 Penalty: 5185.372559
	Iteration 56Q: 3 clusters Score -3477244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3477251.250000 Penalty: 5185.372559
	Iteration 57Q: 3 clusters Score -3477251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3477255.750000 Penalty: 5185.372559
	Iteration 58Q: 3 clusters Score -3477256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3477256.250000 Penalty: 5185.372559
	Iteration 59Q: 3 clusters Score -3477256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3477260.000000 Penalty: 5185.372559
	Iteration 60F: 3 clusters Score -3477260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3477264.750000 Penalty: 5185.372559
	Iteration 61Q: 3 clusters Score -3477265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3477265.750000 Penalty: 5185.372559
	Iteration 62Q: 3 clusters Score -3477266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3477272.250000 Penalty: 5185.372559
	Iteration 63Q: 3 clusters Score -3477272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3477266.750000 Penalty: 5185.372559
	Iteration 64Q: 3 clusters Score -3477267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3477269.750000 Penalty: 5185.372559
	Iteration 65Q: 3 clusters Score -3477270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3477274.500000 Penalty: 5185.372559
	Iteration 66Q: 3 clusters Score -3477274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33372 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3477275.250000 Penalty: 5185.372559
	Iteration 67Q: 3 clusters Score -3477275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3477274.250000 Penalty: 5185.372559
	Iteration 68Q: 3 clusters Score -3477274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3477275.500000 Penalty: 5185.372559
	Iteration 69Q: 3 clusters Score -3477276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3477279.250000 Penalty: 5185.372559
	Iteration 70Q: 3 clusters Score -3477279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3477284.250000 Penalty: 5185.372559
	Iteration 71Q: 3 clusters Score -3477284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3477297.500000 Penalty: 5185.372559
	Iteration 72Q: 3 clusters Score -3477298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3477300.000000 Penalty: 5185.372559
	Iteration 73Q: 3 clusters Score -3477300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3477304.750000 Penalty: 5185.372559
	Iteration 74Q: 3 clusters Score -3477305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3477307.750000 Penalty: 5185.372559
	Iteration 75Q: 3 clusters Score -3477308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3477307.500000 Penalty: 5185.372559
	Iteration 76Q: 3 clusters Score -3477308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3477311.000000 Penalty: 5185.372559
	Iteration 77Q: 3 clusters Score -3477311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3477310.750000 Penalty: 5185.372559
	Iteration 78Q: 3 clusters Score -3477311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3477316.250000 Penalty: 5185.372559
	Iteration 79Q: 3 clusters Score -3477316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3477321.500000 Penalty: 5185.372559
	Iteration 80F: 3 clusters Score -3477322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3477320.750000 Penalty: 5185.372559
	Iteration 81Q: 3 clusters Score -3477321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3477320.750000 Penalty: 5185.372559
	Iteration 82Q: 3 clusters Score -3477321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3477319.000000 Penalty: 5185.372559
	Iteration 83Q: 3 clusters Score -3477319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3477322.000000 Penalty: 5185.372559
	Iteration 84Q: 3 clusters Score -3477322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3477323.000000 Penalty: 5185.372559
	Iteration 85Q: 3 clusters Score -3477323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3477324.250000 Penalty: 5185.372559
	Iteration 86Q: 3 clusters Score -3477324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3477324.250000 Penalty: 5185.372559
	Iteration 87F: 3 clusters Score -3477324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Entering Unmasked Estep 
Score: -618505.437500 Penalty: 2204.103760
	Iteration 0F: 2 clusters Score -618505.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -612574.937500 Penalty: 4408.207520
	Iteration 0F: 3 clusters Score -612574.9 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -614237.625000 Penalty: 4408.207520
	Iteration 1F: 3 clusters Score -614237.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -614607.000000 Penalty: 4408.207520
	Iteration 2F: 3 clusters Score -614607 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -614977.250000 Penalty: 4408.207520
	Iteration 3F: 3 clusters Score -614977.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -615347.312500 Penalty: 4408.207520
	Iteration 4F: 3 clusters Score -615347.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -615664.750000 Penalty: 4408.207520
	Iteration 5F: 3 clusters Score -615664.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -615921.875000 Penalty: 4408.207520
	Iteration 6Q: 3 clusters Score -615921.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -616190.562500 Penalty: 4408.207520
	Iteration 7Q: 3 clusters Score -616190.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -616526.375000 Penalty: 4408.207520
	Iteration 8Q: 3 clusters Score -616526.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -616850.500000 Penalty: 4408.207520
	Iteration 9Q: 3 clusters Score -616850.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -617146.437500 Penalty: 4408.207520
	Iteration 10Q: 3 clusters Score -617146.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -617385.250000 Penalty: 4408.207520
	Iteration 11Q: 3 clusters Score -617385.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -617525.000000 Penalty: 4408.207520
	Iteration 12Q: 3 clusters Score -617525 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -617619.375000 Penalty: 4408.207520
	Iteration 13Q: 3 clusters Score -617619.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -617676.812500 Penalty: 4408.207520
	Iteration 14Q: 3 clusters Score -617676.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -617719.937500 Penalty: 4408.207520
	Iteration 15Q: 3 clusters Score -617719.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -617747.125000 Penalty: 4408.207520
	Iteration 16Q: 3 clusters Score -617747.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -617771.062500 Penalty: 4408.207520
	Iteration 17Q: 3 clusters Score -617771.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -617793.125000 Penalty: 4408.207520
	Iteration 18Q: 3 clusters Score -617793.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -617812.625000 Penalty: 4408.207520
	Iteration 19Q: 3 clusters Score -617812.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -617837.875000 Penalty: 4408.207520
	Iteration 20F: 3 clusters Score -617837.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -617847.875000 Penalty: 4408.207520
	Iteration 21Q: 3 clusters Score -617847.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -617857.437500 Penalty: 4408.207520
	Iteration 22Q: 3 clusters Score -617857.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -617859.687500 Penalty: 4408.207520
	Iteration 23Q: 3 clusters Score -617859.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -617866.250000 Penalty: 4408.207520
	Iteration 24Q: 3 clusters Score -617866.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -617870.125000 Penalty: 4408.207520
	Iteration 25Q: 3 clusters Score -617870.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -617874.562500 Penalty: 4408.207520
	Iteration 26Q: 3 clusters Score -617874.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -617876.625000 Penalty: 4408.207520
	Iteration 27Q: 3 clusters Score -617876.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -617878.875000 Penalty: 4408.207520
	Iteration 28Q: 3 clusters Score -617878.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -617882.125000 Penalty: 4408.207520
	Iteration 29Q: 3 clusters Score -617882.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -617883.312500 Penalty: 4408.207520
	Iteration 30Q: 3 clusters Score -617883.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -617884.812500 Penalty: 4408.207520
	Iteration 31Q: 3 clusters Score -617884.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -617884.937500 Penalty: 4408.207520
	Iteration 32Q: 3 clusters Score -617884.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -617885.937500 Penalty: 4408.207520
	Iteration 33Q: 3 clusters Score -617885.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -617884.812500 Penalty: 4408.207520
	Iteration 34Q: 3 clusters Score -617884.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -617886.562500 Penalty: 4408.207520
	Iteration 35Q: 3 clusters Score -617886.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -617888.187500 Penalty: 4408.207520
	Iteration 36Q: 3 clusters Score -617888.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -617886.687500 Penalty: 4408.207520
	Iteration 37Q: 3 clusters Score -617886.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -617887.750000 Penalty: 4408.207520
	Iteration 38Q: 3 clusters Score -617887.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -617888.562500 Penalty: 4408.207520
	Iteration 39Q: 3 clusters Score -617888.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -617889.937500 Penalty: 4408.207520
	Iteration 40F: 3 clusters Score -617889.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -617889.937500 Penalty: 4408.207520
	Iteration 41Q: 3 clusters Score -617889.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -617889.937500 Penalty: 4408.207520
	Iteration 42Q: 3 clusters Score -617889.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -617892.312500 Penalty: 4408.207520
	Iteration 43Q: 3 clusters Score -617892.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -617891.625000 Penalty: 4408.207520
	Iteration 44Q: 3 clusters Score -617891.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -617892.875000 Penalty: 4408.207520
	Iteration 45Q: 3 clusters Score -617892.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -617892.875000 Penalty: 4408.207520
	Iteration 46F: 3 clusters Score -617892.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Entering Unmasked Estep 
Score: -1214279.125000 Penalty: 2312.866943
	Iteration 0F: 2 clusters Score -1214279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1205789.750000 Penalty: 4625.733887
	Iteration 0F: 3 clusters Score -1205790 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1208394.375000 Penalty: 4625.733887
	Iteration 1F: 3 clusters Score -1208394 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1208735.125000 Penalty: 4625.733887
	Iteration 2F: 3 clusters Score -1208735 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1208967.750000 Penalty: 4625.733887
	Iteration 3Q: 3 clusters Score -1208968 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1209144.875000 Penalty: 4625.733887
	Iteration 4Q: 3 clusters Score -1209145 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1209315.375000 Penalty: 4625.733887
	Iteration 5Q: 3 clusters Score -1209315 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1209496.750000 Penalty: 4625.733887
	Iteration 6Q: 3 clusters Score -1209497 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1209668.250000 Penalty: 4625.733887
	Iteration 7Q: 3 clusters Score -1209668 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1209831.750000 Penalty: 4625.733887
	Iteration 8Q: 3 clusters Score -1209832 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1209977.125000 Penalty: 4625.733887
	Iteration 9Q: 3 clusters Score -1209977 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1210113.375000 Penalty: 4625.733887
	Iteration 10Q: 3 clusters Score -1210113 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1210269.875000 Penalty: 4625.733887
	Iteration 11Q: 3 clusters Score -1210270 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1210454.125000 Penalty: 4625.733887
	Iteration 12Q: 3 clusters Score -1210454 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1210671.125000 Penalty: 4625.733887
	Iteration 13Q: 3 clusters Score -1210671 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1210941.250000 Penalty: 4625.733887
	Iteration 14Q: 3 clusters Score -1210941 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1211255.875000 Penalty: 4625.733887
	Iteration 15Q: 3 clusters Score -1211256 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1211620.250000 Penalty: 4625.733887
	Iteration 16Q: 3 clusters Score -1211620 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1211991.125000 Penalty: 4625.733887
	Iteration 17Q: 3 clusters Score -1211991 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1212288.000000 Penalty: 4625.733887
	Iteration 18Q: 3 clusters Score -1212288 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1212477.000000 Penalty: 4625.733887
	Iteration 19Q: 3 clusters Score -1212477 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1212576.250000 Penalty: 4625.733887
	Iteration 20F: 3 clusters Score -1212576 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1212640.875000 Penalty: 4625.733887
	Iteration 21Q: 3 clusters Score -1212641 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1212670.125000 Penalty: 4625.733887
	Iteration 22Q: 3 clusters Score -1212670 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1212684.375000 Penalty: 4625.733887
	Iteration 23Q: 3 clusters Score -1212684 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1212685.875000 Penalty: 4625.733887
	Iteration 24Q: 3 clusters Score -1212686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1212691.000000 Penalty: 4625.733887
	Iteration 25Q: 3 clusters Score -1212691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1212694.875000 Penalty: 4625.733887
	Iteration 26Q: 3 clusters Score -1212695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1212698.375000 Penalty: 4625.733887
	Iteration 27Q: 3 clusters Score -1212698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1212701.125000 Penalty: 4625.733887
	Iteration 28Q: 3 clusters Score -1212701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1212703.250000 Penalty: 4625.733887
	Iteration 29Q: 3 clusters Score -1212703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1212705.750000 Penalty: 4625.733887
	Iteration 30Q: 3 clusters Score -1212706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1212705.875000 Penalty: 4625.733887
	Iteration 31Q: 3 clusters Score -1212706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1212702.375000 Penalty: 4625.733887
	Iteration 32Q: 3 clusters Score -1212702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1212704.000000 Penalty: 4625.733887
	Iteration 33Q: 3 clusters Score -1212704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1212706.500000 Penalty: 4625.733887
	Iteration 34Q: 3 clusters Score -1212706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1212704.625000 Penalty: 4625.733887
	Iteration 35Q: 3 clusters Score -1212705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1212704.625000 Penalty: 4625.733887
	Iteration 36F: 3 clusters Score -1212705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Entering Unmasked Estep 
Score: -3171562.500000 Penalty: 2572.416504
	Iteration 0F: 2 clusters Score -3171562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -3149734.750000 Penalty: 5144.833008
	Iteration 0F: 3 clusters Score -3149735 nChanged 14564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -3157821.500000 Penalty: 5144.833008
	Iteration 1F: 3 clusters Score -3157822 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -3158608.500000 Penalty: 5144.833008
	Iteration 2F: 3 clusters Score -3158608 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -3159547.750000 Penalty: 5144.833008
	Iteration 3F: 3 clusters Score -3159548 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -3160617.500000 Penalty: 5144.833008
	Iteration 4F: 3 clusters Score -3160618 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -3161720.500000 Penalty: 5144.833008
	Iteration 5F: 3 clusters Score -3161720 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -3162730.000000 Penalty: 5144.833008
	Iteration 6F: 3 clusters Score -3162730 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -3163584.000000 Penalty: 5144.833008
	Iteration 7F: 3 clusters Score -3163584 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -3164283.750000 Penalty: 5144.833008
	Iteration 8Q: 3 clusters Score -3164284 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -3164819.750000 Penalty: 5144.833008
	Iteration 9Q: 3 clusters Score -3164820 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -3165231.500000 Penalty: 5144.833008
	Iteration 10Q: 3 clusters Score -3165232 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -3165520.000000 Penalty: 5144.833008
	Iteration 11Q: 3 clusters Score -3165520 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -3165768.500000 Penalty: 5144.833008
	Iteration 12Q: 3 clusters Score -3165768 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -3165971.250000 Penalty: 5144.833008
	Iteration 13Q: 3 clusters Score -3165971 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -3166150.250000 Penalty: 5144.833008
	Iteration 14Q: 3 clusters Score -3166150 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -3166353.500000 Penalty: 5144.833008
	Iteration 15Q: 3 clusters Score -3166354 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -3166521.250000 Penalty: 5144.833008
	Iteration 16Q: 3 clusters Score -3166521 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -3166658.000000 Penalty: 5144.833008
	Iteration 17Q: 3 clusters Score -3166658 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -3166777.750000 Penalty: 5144.833008
	Iteration 18Q: 3 clusters Score -3166778 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -3166866.750000 Penalty: 5144.833008
	Iteration 19Q: 3 clusters Score -3166867 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -3166989.250000 Penalty: 5144.833008
	Iteration 20F: 3 clusters Score -3166989 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -3167097.000000 Penalty: 5144.833008
	Iteration 21Q: 3 clusters Score -3167097 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -3167214.000000 Penalty: 5144.833008
	Iteration 22Q: 3 clusters Score -3167214 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -3167338.500000 Penalty: 5144.833008
	Iteration 23Q: 3 clusters Score -3167338 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -3167441.500000 Penalty: 5144.833008
	Iteration 24Q: 3 clusters Score -3167442 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -3167576.000000 Penalty: 5144.833008
	Iteration 25Q: 3 clusters Score -3167576 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -3167689.750000 Penalty: 5144.833008
	Iteration 26Q: 3 clusters Score -3167690 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -3167825.500000 Penalty: 5144.833008
	Iteration 27Q: 3 clusters Score -3167826 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -3167925.000000 Penalty: 5144.833008
	Iteration 28Q: 3 clusters Score -3167925 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -3168045.750000 Penalty: 5144.833008
	Iteration 29Q: 3 clusters Score -3168046 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -3168129.750000 Penalty: 5144.833008
	Iteration 30Q: 3 clusters Score -3168130 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -3168209.000000 Penalty: 5144.833008
	Iteration 31Q: 3 clusters Score -3168209 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -3168319.250000 Penalty: 5144.833008
	Iteration 32Q: 3 clusters Score -3168319 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -3168405.250000 Penalty: 5144.833008
	Iteration 33Q: 3 clusters Score -3168405 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -3168503.250000 Penalty: 5144.833008
	Iteration 34Q: 3 clusters Score -3168503 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -3168581.750000 Penalty: 5144.833008
	Iteration 35Q: 3 clusters Score -3168582 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -3168682.750000 Penalty: 5144.833008
	Iteration 36Q: 3 clusters Score -3168683 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -3168763.250000 Penalty: 5144.833008
	Iteration 37Q: 3 clusters Score -3168763 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -3168863.750000 Penalty: 5144.833008
	Iteration 38Q: 3 clusters Score -3168864 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -3168942.750000 Penalty: 5144.833008
	Iteration 39Q: 3 clusters Score -3168943 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -3169022.250000 Penalty: 5144.833008
	Iteration 40F: 3 clusters Score -3169022 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -3169084.750000 Penalty: 5144.833008
	Iteration 41Q: 3 clusters Score -3169085 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -3169143.000000 Penalty: 5144.833008
	Iteration 42Q: 3 clusters Score -3169143 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -3169199.500000 Penalty: 5144.833008
	Iteration 43Q: 3 clusters Score -3169200 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -3169258.500000 Penalty: 5144.833008
	Iteration 44Q: 3 clusters Score -3169258 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -3169306.250000 Penalty: 5144.833008
	Iteration 45Q: 3 clusters Score -3169306 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -3169356.750000 Penalty: 5144.833008
	Iteration 46Q: 3 clusters Score -3169357 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -3169399.750000 Penalty: 5144.833008
	Iteration 47Q: 3 clusters Score -3169400 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -3169445.000000 Penalty: 5144.833008
	Iteration 48Q: 3 clusters Score -3169445 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -3169471.250000 Penalty: 5144.833008
	Iteration 49Q: 3 clusters Score -3169471 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -3169501.750000 Penalty: 5144.833008
	Iteration 50Q: 3 clusters Score -3169502 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -3169530.000000 Penalty: 5144.833008
	Iteration 51Q: 3 clusters Score -3169530 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -3169556.500000 Penalty: 5144.833008
	Iteration 52Q: 3 clusters Score -3169556 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -3169582.500000 Penalty: 5144.833008
	Iteration 53Q: 3 clusters Score -3169582 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -3169613.000000 Penalty: 5144.833008
	Iteration 54Q: 3 clusters Score -3169613 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -3169628.500000 Penalty: 5144.833008
	Iteration 55Q: 3 clusters Score -3169628 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -3169645.500000 Penalty: 5144.833008
	Iteration 56Q: 3 clusters Score -3169646 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -3169674.500000 Penalty: 5144.833008
	Iteration 57Q: 3 clusters Score -3169674 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -3169699.750000 Penalty: 5144.833008
	Iteration 58Q: 3 clusters Score -3169700 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -3169733.500000 Penalty: 5144.833008
	Iteration 59Q: 3 clusters Score -3169734 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -3169750.000000 Penalty: 5144.833008
	Iteration 60F: 3 clusters Score -3169750 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -3169764.000000 Penalty: 5144.833008
	Iteration 61Q: 3 clusters Score -3169764 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -3169790.500000 Penalty: 5144.833008
	Iteration 62Q: 3 clusters Score -3169790 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -3169794.000000 Penalty: 5144.833008
	Iteration 63Q: 3 clusters Score -3169794 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -3169800.500000 Penalty: 5144.833008
	Iteration 64Q: 3 clusters Score -3169800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -3169802.750000 Penalty: 5144.833008
	Iteration 65Q: 3 clusters Score -3169803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -3169807.500000 Penalty: 5144.833008
	Iteration 66Q: 3 clusters Score -3169808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -3169813.500000 Penalty: 5144.833008
	Iteration 67Q: 3 clusters Score -3169814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -3169807.000000 Penalty: 5144.833008
	Iteration 68Q: 3 clusters Score -3169807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -3169818.250000 Penalty: 5144.833008
	Iteration 69Q: 3 clusters Score -3169818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -3169821.250000 Penalty: 5144.833008
	Iteration 70Q: 3 clusters Score -3169821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -3169820.500000 Penalty: 5144.833008
	Iteration 71Q: 3 clusters Score -3169820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -3169817.500000 Penalty: 5144.833008
	Iteration 72Q: 3 clusters Score -3169818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -3169819.000000 Penalty: 5144.833008
	Iteration 73Q: 3 clusters Score -3169819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -3169825.500000 Penalty: 5144.833008
	Iteration 74Q: 3 clusters Score -3169826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -3169825.000000 Penalty: 5144.833008
	Iteration 75Q: 3 clusters Score -3169825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -3169831.250000 Penalty: 5144.833008
	Iteration 76Q: 3 clusters Score -3169831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -3169828.000000 Penalty: 5144.833008
	Iteration 77Q: 3 clusters Score -3169828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -3169828.000000 Penalty: 5144.833008
	Iteration 78F: 3 clusters Score -3169828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Entering Unmasked Estep 
Score: -603321.625000 Penalty: 2135.539795
	Iteration 0F: 2 clusters Score -603321.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -598447.375000 Penalty: 4271.079590
	Iteration 0F: 3 clusters Score -598447.4 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -599653.000000 Penalty: 4271.079590
	Iteration 1F: 3 clusters Score -599653 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -599888.250000 Penalty: 4271.079590
	Iteration 2F: 3 clusters Score -599888.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -600008.937500 Penalty: 4271.079590
	Iteration 3Q: 3 clusters Score -600008.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -600073.937500 Penalty: 4271.079590
	Iteration 4Q: 3 clusters Score -600073.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -600122.750000 Penalty: 4271.079590
	Iteration 5Q: 3 clusters Score -600122.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -600161.687500 Penalty: 4271.079590
	Iteration 6Q: 3 clusters Score -600161.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -600195.437500 Penalty: 4271.079590
	Iteration 7Q: 3 clusters Score -600195.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -600231.562500 Penalty: 4271.079590
	Iteration 8Q: 3 clusters Score -600231.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -600266.187500 Penalty: 4271.079590
	Iteration 9Q: 3 clusters Score -600266.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -600302.375000 Penalty: 4271.079590
	Iteration 10Q: 3 clusters Score -600302.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -600340.812500 Penalty: 4271.079590
	Iteration 11Q: 3 clusters Score -600340.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -600378.562500 Penalty: 4271.079590
	Iteration 12Q: 3 clusters Score -600378.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -600421.000000 Penalty: 4271.079590
	Iteration 13Q: 3 clusters Score -600421 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -600472.062500 Penalty: 4271.079590
	Iteration 14Q: 3 clusters Score -600472.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -600518.437500 Penalty: 4271.079590
	Iteration 15Q: 3 clusters Score -600518.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -600561.437500 Penalty: 4271.079590
	Iteration 16Q: 3 clusters Score -600561.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -600606.062500 Penalty: 4271.079590
	Iteration 17Q: 3 clusters Score -600606.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -600648.187500 Penalty: 4271.079590
	Iteration 18Q: 3 clusters Score -600648.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -600691.125000 Penalty: 4271.079590
	Iteration 19Q: 3 clusters Score -600691.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -600744.000000 Penalty: 4271.079590
	Iteration 20F: 3 clusters Score -600744 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -600799.937500 Penalty: 4271.079590
	Iteration 21Q: 3 clusters Score -600799.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -600855.562500 Penalty: 4271.079590
	Iteration 22Q: 3 clusters Score -600855.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -600913.500000 Penalty: 4271.079590
	Iteration 23Q: 3 clusters Score -600913.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -600963.562500 Penalty: 4271.079590
	Iteration 24Q: 3 clusters Score -600963.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -601003.000000 Penalty: 4271.079590
	Iteration 25Q: 3 clusters Score -601003 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -601044.312500 Penalty: 4271.079590
	Iteration 26Q: 3 clusters Score -601044.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -601091.250000 Penalty: 4271.079590
	Iteration 27Q: 3 clusters Score -601091.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -601137.250000 Penalty: 4271.079590
	Iteration 28Q: 3 clusters Score -601137.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -601177.625000 Penalty: 4271.079590
	Iteration 29Q: 3 clusters Score -601177.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -601207.750000 Penalty: 4271.079590
	Iteration 30Q: 3 clusters Score -601207.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -601231.750000 Penalty: 4271.079590
	Iteration 31Q: 3 clusters Score -601231.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -601248.812500 Penalty: 4271.079590
	Iteration 32Q: 3 clusters Score -601248.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -601267.187500 Penalty: 4271.079590
	Iteration 33Q: 3 clusters Score -601267.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -601283.312500 Penalty: 4271.079590
	Iteration 34Q: 3 clusters Score -601283.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -601297.312500 Penalty: 4271.079590
	Iteration 35Q: 3 clusters Score -601297.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -601305.437500 Penalty: 4271.079590
	Iteration 36Q: 3 clusters Score -601305.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -601317.812500 Penalty: 4271.079590
	Iteration 37Q: 3 clusters Score -601317.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -601327.000000 Penalty: 4271.079590
	Iteration 38Q: 3 clusters Score -601327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -601334.625000 Penalty: 4271.079590
	Iteration 39Q: 3 clusters Score -601334.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -601342.875000 Penalty: 4271.079590
	Iteration 40F: 3 clusters Score -601342.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -601348.125000 Penalty: 4271.079590
	Iteration 41Q: 3 clusters Score -601348.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -601355.062500 Penalty: 4271.079590
	Iteration 42Q: 3 clusters Score -601355.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -601363.062500 Penalty: 4271.079590
	Iteration 43Q: 3 clusters Score -601363.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -601367.000000 Penalty: 4271.079590
	Iteration 44Q: 3 clusters Score -601367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -601368.312500 Penalty: 4271.079590
	Iteration 45Q: 3 clusters Score -601368.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -601373.875000 Penalty: 4271.079590
	Iteration 46Q: 3 clusters Score -601373.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -601378.125000 Penalty: 4271.079590
	Iteration 47Q: 3 clusters Score -601378.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -601384.562500 Penalty: 4271.079590
	Iteration 48Q: 3 clusters Score -601384.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -601390.750000 Penalty: 4271.079590
	Iteration 49Q: 3 clusters Score -601390.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -601394.562500 Penalty: 4271.079590
	Iteration 50Q: 3 clusters Score -601394.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -601396.000000 Penalty: 4271.079590
	Iteration 51Q: 3 clusters Score -601396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -601398.875000 Penalty: 4271.079590
	Iteration 52Q: 3 clusters Score -601398.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -601402.562500 Penalty: 4271.079590
	Iteration 53Q: 3 clusters Score -601402.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -601402.187500 Penalty: 4271.079590
	Iteration 54Q: 3 clusters Score -601402.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -601403.375000 Penalty: 4271.079590
	Iteration 55Q: 3 clusters Score -601403.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -601403.750000 Penalty: 4271.079590
	Iteration 56Q: 3 clusters Score -601403.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -601403.750000 Penalty: 4271.079590
	Iteration 57F: 3 clusters Score -601403.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Entering Unmasked Estep 
Score: -2486517.250000 Penalty: 2488.178955
	Iteration 0F: 2 clusters Score -2486517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2470647.250000 Penalty: 4976.357910
	Iteration 0F: 3 clusters Score -2470647 nChanged 10015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -2476090.250000 Penalty: 4976.357910
	Iteration 1F: 3 clusters Score -2476090 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2476741.250000 Penalty: 4976.357910
	Iteration 2F: 3 clusters Score -2476741 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2477588.000000 Penalty: 4976.357910
	Iteration 3F: 3 clusters Score -2477588 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2478629.750000 Penalty: 4976.357910
	Iteration 4F: 3 clusters Score -2478630 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2479744.000000 Penalty: 4976.357910
	Iteration 5F: 3 clusters Score -2479744 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2480787.000000 Penalty: 4976.357910
	Iteration 6F: 3 clusters Score -2480787 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2481605.250000 Penalty: 4976.357910
	Iteration 7F: 3 clusters Score -2481605 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -2482213.500000 Penalty: 4976.357910
	Iteration 8Q: 3 clusters Score -2482214 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2482654.250000 Penalty: 4976.357910
	Iteration 9Q: 3 clusters Score -2482654 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -2483032.750000 Penalty: 4976.357910
	Iteration 10Q: 3 clusters Score -2483033 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2483358.000000 Penalty: 4976.357910
	Iteration 11Q: 3 clusters Score -2483358 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2483683.000000 Penalty: 4976.357910
	Iteration 12Q: 3 clusters Score -2483683 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2483948.250000 Penalty: 4976.357910
	Iteration 13Q: 3 clusters Score -2483948 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -2484155.500000 Penalty: 4976.357910
	Iteration 14Q: 3 clusters Score -2484156 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2484355.250000 Penalty: 4976.357910
	Iteration 15Q: 3 clusters Score -2484355 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -2484514.500000 Penalty: 4976.357910
	Iteration 16Q: 3 clusters Score -2484514 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2484658.500000 Penalty: 4976.357910
	Iteration 17Q: 3 clusters Score -2484658 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2484777.750000 Penalty: 4976.357910
	Iteration 18Q: 3 clusters Score -2484778 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2484840.750000 Penalty: 4976.357910
	Iteration 19Q: 3 clusters Score -2484841 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2484895.500000 Penalty: 4976.357910
	Iteration 20F: 3 clusters Score -2484896 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2484925.500000 Penalty: 4976.357910
	Iteration 21Q: 3 clusters Score -2484926 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2484959.750000 Penalty: 4976.357910
	Iteration 22Q: 3 clusters Score -2484960 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2484984.250000 Penalty: 4976.357910
	Iteration 23Q: 3 clusters Score -2484984 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2484994.750000 Penalty: 4976.357910
	Iteration 24Q: 3 clusters Score -2484995 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2485017.500000 Penalty: 4976.357910
	Iteration 25Q: 3 clusters Score -2485018 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2485040.500000 Penalty: 4976.357910
	Iteration 26Q: 3 clusters Score -2485040 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2485063.750000 Penalty: 4976.357910
	Iteration 27Q: 3 clusters Score -2485064 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2485080.500000 Penalty: 4976.357910
	Iteration 28Q: 3 clusters Score -2485080 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2485089.250000 Penalty: 4976.357910
	Iteration 29Q: 3 clusters Score -2485089 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2485102.750000 Penalty: 4976.357910
	Iteration 30Q: 3 clusters Score -2485103 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2485111.750000 Penalty: 4976.357910
	Iteration 31Q: 3 clusters Score -2485112 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2485134.500000 Penalty: 4976.357910
	Iteration 32Q: 3 clusters Score -2485134 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2485150.750000 Penalty: 4976.357910
	Iteration 33Q: 3 clusters Score -2485151 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2485157.500000 Penalty: 4976.357910
	Iteration 34Q: 3 clusters Score -2485158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2485164.250000 Penalty: 4976.357910
	Iteration 35Q: 3 clusters Score -2485164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2485169.500000 Penalty: 4976.357910
	Iteration 36Q: 3 clusters Score -2485170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2485167.750000 Penalty: 4976.357910
	Iteration 37Q: 3 clusters Score -2485168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2485169.000000 Penalty: 4976.357910
	Iteration 38Q: 3 clusters Score -2485169 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2485178.750000 Penalty: 4976.357910
	Iteration 39Q: 3 clusters Score -2485179 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2485183.000000 Penalty: 4976.357910
	Iteration 40F: 3 clusters Score -2485183 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2485184.750000 Penalty: 4976.357910
	Iteration 41Q: 3 clusters Score -2485185 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2485188.500000 Penalty: 4976.357910
	Iteration 42Q: 3 clusters Score -2485188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2485191.000000 Penalty: 4976.357910
	Iteration 43Q: 3 clusters Score -2485191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2485193.750000 Penalty: 4976.357910
	Iteration 44Q: 3 clusters Score -2485194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2485194.750000 Penalty: 4976.357910
	Iteration 45Q: 3 clusters Score -2485195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2485200.500000 Penalty: 4976.357910
	Iteration 46Q: 3 clusters Score -2485200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2485203.250000 Penalty: 4976.357910
	Iteration 47Q: 3 clusters Score -2485203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2485204.750000 Penalty: 4976.357910
	Iteration 48Q: 3 clusters Score -2485205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2485201.750000 Penalty: 4976.357910
	Iteration 49Q: 3 clusters Score -2485202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2485200.750000 Penalty: 4976.357910
	Iteration 50Q: 3 clusters Score -2485201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2485199.750000 Penalty: 4976.357910
	Iteration 51Q: 3 clusters Score -2485200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2485198.500000 Penalty: 4976.357910
	Iteration 52Q: 3 clusters Score -2485198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2485200.500000 Penalty: 4976.357910
	Iteration 53Q: 3 clusters Score -2485200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2485201.750000 Penalty: 4976.357910
	Iteration 54Q: 3 clusters Score -2485202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2485201.750000 Penalty: 4976.357910
	Iteration 55F: 3 clusters Score -2485202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Entering Unmasked Estep 
Score: -2270420.000000 Penalty: 2466.339600
	Iteration 0F: 2 clusters Score -2270420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2255845.500000 Penalty: 4932.679199
	Iteration 0F: 3 clusters Score -2255846 nChanged 9123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -2260929.250000 Penalty: 4932.679199
	Iteration 1F: 3 clusters Score -2260929 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2261471.000000 Penalty: 4932.679199
	Iteration 2F: 3 clusters Score -2261471 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2262024.500000 Penalty: 4932.679199
	Iteration 3F: 3 clusters Score -2262024 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2262692.000000 Penalty: 4932.679199
	Iteration 4F: 3 clusters Score -2262692 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2263513.250000 Penalty: 4932.679199
	Iteration 5F: 3 clusters Score -2263513 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -2264409.000000 Penalty: 4932.679199
	Iteration 6F: 3 clusters Score -2264409 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -2265370.000000 Penalty: 4932.679199
	Iteration 7F: 3 clusters Score -2265370 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -2266283.000000 Penalty: 4932.679199
	Iteration 8F: 3 clusters Score -2266283 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2266999.750000 Penalty: 4932.679199
	Iteration 9Q: 3 clusters Score -2267000 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2267579.500000 Penalty: 4932.679199
	Iteration 10Q: 3 clusters Score -2267580 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2268016.250000 Penalty: 4932.679199
	Iteration 11Q: 3 clusters Score -2268016 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2268329.750000 Penalty: 4932.679199
	Iteration 12Q: 3 clusters Score -2268330 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2268580.500000 Penalty: 4932.679199
	Iteration 13Q: 3 clusters Score -2268580 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2268721.000000 Penalty: 4932.679199
	Iteration 14Q: 3 clusters Score -2268721 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2268825.250000 Penalty: 4932.679199
	Iteration 15Q: 3 clusters Score -2268825 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2268907.000000 Penalty: 4932.679199
	Iteration 16Q: 3 clusters Score -2268907 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2268976.750000 Penalty: 4932.679199
	Iteration 17Q: 3 clusters Score -2268977 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2269015.750000 Penalty: 4932.679199
	Iteration 18Q: 3 clusters Score -2269016 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2269063.000000 Penalty: 4932.679199
	Iteration 19Q: 3 clusters Score -2269063 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2269089.250000 Penalty: 4932.679199
	Iteration 20F: 3 clusters Score -2269089 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2269113.000000 Penalty: 4932.679199
	Iteration 21Q: 3 clusters Score -2269113 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2269128.750000 Penalty: 4932.679199
	Iteration 22Q: 3 clusters Score -2269129 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2269138.250000 Penalty: 4932.679199
	Iteration 23Q: 3 clusters Score -2269138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2269141.750000 Penalty: 4932.679199
	Iteration 24Q: 3 clusters Score -2269142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2269149.500000 Penalty: 4932.679199
	Iteration 25Q: 3 clusters Score -2269150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2269155.500000 Penalty: 4932.679199
	Iteration 26Q: 3 clusters Score -2269156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2269155.000000 Penalty: 4932.679199
	Iteration 27Q: 3 clusters Score -2269155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2269163.000000 Penalty: 4932.679199
	Iteration 28Q: 3 clusters Score -2269163 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2269174.750000 Penalty: 4932.679199
	Iteration 29Q: 3 clusters Score -2269175 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2269187.250000 Penalty: 4932.679199
	Iteration 30Q: 3 clusters Score -2269187 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2269190.250000 Penalty: 4932.679199
	Iteration 31Q: 3 clusters Score -2269190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2269198.000000 Penalty: 4932.679199
	Iteration 32Q: 3 clusters Score -2269198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2269201.500000 Penalty: 4932.679199
	Iteration 33Q: 3 clusters Score -2269202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2269209.500000 Penalty: 4932.679199
	Iteration 34Q: 3 clusters Score -2269210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2269211.500000 Penalty: 4932.679199
	Iteration 35Q: 3 clusters Score -2269212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2269215.250000 Penalty: 4932.679199
	Iteration 36Q: 3 clusters Score -2269215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2269215.750000 Penalty: 4932.679199
	Iteration 37Q: 3 clusters Score -2269216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2269222.000000 Penalty: 4932.679199
	Iteration 38Q: 3 clusters Score -2269222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2269222.750000 Penalty: 4932.679199
	Iteration 39Q: 3 clusters Score -2269223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2269224.000000 Penalty: 4932.679199
	Iteration 40F: 3 clusters Score -2269224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2269224.500000 Penalty: 4932.679199
	Iteration 41Q: 3 clusters Score -2269224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2269226.750000 Penalty: 4932.679199
	Iteration 42Q: 3 clusters Score -2269227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2269227.750000 Penalty: 4932.679199
	Iteration 43Q: 3 clusters Score -2269228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2269227.250000 Penalty: 4932.679199
	Iteration 44Q: 3 clusters Score -2269227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2269231.000000 Penalty: 4932.679199
	Iteration 45Q: 3 clusters Score -2269231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2269231.500000 Penalty: 4932.679199
	Iteration 46Q: 3 clusters Score -2269232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2269230.000000 Penalty: 4932.679199
	Iteration 47Q: 3 clusters Score -2269230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2269231.750000 Penalty: 4932.679199
	Iteration 48Q: 3 clusters Score -2269232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2269232.000000 Penalty: 4932.679199
	Iteration 49Q: 3 clusters Score -2269232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2269234.000000 Penalty: 4932.679199
	Iteration 50Q: 3 clusters Score -2269234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2269234.750000 Penalty: 4932.679199
	Iteration 51Q: 3 clusters Score -2269235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2269237.000000 Penalty: 4932.679199
	Iteration 52Q: 3 clusters Score -2269237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2269232.250000 Penalty: 4932.679199
	Iteration 53Q: 3 clusters Score -2269232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2269232.250000 Penalty: 4932.679199
	Iteration 54Q: 3 clusters Score -2269232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2269230.750000 Penalty: 4932.679199
	Iteration 55Q: 3 clusters Score -2269231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2269237.250000 Penalty: 4932.679199
	Iteration 56Q: 3 clusters Score -2269237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2269239.250000 Penalty: 4932.679199
	Iteration 57Q: 3 clusters Score -2269239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2269239.500000 Penalty: 4932.679199
	Iteration 58Q: 3 clusters Score -2269240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2269239.000000 Penalty: 4932.679199
	Iteration 59Q: 3 clusters Score -2269239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2269238.500000 Penalty: 4932.679199
	Iteration 60F: 3 clusters Score -2269238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2269240.250000 Penalty: 4932.679199
	Iteration 61Q: 3 clusters Score -2269240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2269243.750000 Penalty: 4932.679199
	Iteration 62Q: 3 clusters Score -2269244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2269245.250000 Penalty: 4932.679199
	Iteration 63Q: 3 clusters Score -2269245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2269246.250000 Penalty: 4932.679199
	Iteration 64Q: 3 clusters Score -2269246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2269247.250000 Penalty: 4932.679199
	Iteration 65Q: 3 clusters Score -2269247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2269246.000000 Penalty: 4932.679199
	Iteration 66Q: 3 clusters Score -2269246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2269251.250000 Penalty: 4932.679199
	Iteration 67Q: 3 clusters Score -2269251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2269249.750000 Penalty: 4932.679199
	Iteration 68Q: 3 clusters Score -2269250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2269249.750000 Penalty: 4932.679199
	Iteration 69F: 3 clusters Score -2269250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Entering Unmasked Estep 
Score: -1911950.250000 Penalty: 2450.547852
	Iteration 0F: 2 clusters Score -1911950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1898192.000000 Penalty: 4901.095703
	Iteration 0F: 3 clusters Score -1898192 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1902960.000000 Penalty: 4901.095703
	Iteration 1F: 3 clusters Score -1902960 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1903518.375000 Penalty: 4901.095703
	Iteration 2F: 3 clusters Score -1903518 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1904037.500000 Penalty: 4901.095703
	Iteration 3F: 3 clusters Score -1904038 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1904561.125000 Penalty: 4901.095703
	Iteration 4F: 3 clusters Score -1904561 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1905056.000000 Penalty: 4901.095703
	Iteration 5F: 3 clusters Score -1905056 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1905573.375000 Penalty: 4901.095703
	Iteration 6Q: 3 clusters Score -1905573 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1906090.000000 Penalty: 4901.095703
	Iteration 7Q: 3 clusters Score -1906090 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1906605.250000 Penalty: 4901.095703
	Iteration 8Q: 3 clusters Score -1906605 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1907133.750000 Penalty: 4901.095703
	Iteration 9Q: 3 clusters Score -1907134 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1907600.750000 Penalty: 4901.095703
	Iteration 10Q: 3 clusters Score -1907601 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1908007.750000 Penalty: 4901.095703
	Iteration 11Q: 3 clusters Score -1908008 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1908330.375000 Penalty: 4901.095703
	Iteration 12Q: 3 clusters Score -1908330 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1908561.375000 Penalty: 4901.095703
	Iteration 13Q: 3 clusters Score -1908561 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1908712.375000 Penalty: 4901.095703
	Iteration 14Q: 3 clusters Score -1908712 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1908829.000000 Penalty: 4901.095703
	Iteration 15Q: 3 clusters Score -1908829 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1908930.750000 Penalty: 4901.095703
	Iteration 16Q: 3 clusters Score -1908931 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1909021.375000 Penalty: 4901.095703
	Iteration 17Q: 3 clusters Score -1909021 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1909115.500000 Penalty: 4901.095703
	Iteration 18Q: 3 clusters Score -1909116 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1909175.875000 Penalty: 4901.095703
	Iteration 19Q: 3 clusters Score -1909176 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1909238.375000 Penalty: 4901.095703
	Iteration 20F: 3 clusters Score -1909238 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1909298.250000 Penalty: 4901.095703
	Iteration 21Q: 3 clusters Score -1909298 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1909335.500000 Penalty: 4901.095703
	Iteration 22Q: 3 clusters Score -1909336 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1909385.500000 Penalty: 4901.095703
	Iteration 23Q: 3 clusters Score -1909386 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -1909415.125000 Penalty: 4901.095703
	Iteration 24Q: 3 clusters Score -1909415 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1909453.750000 Penalty: 4901.095703
	Iteration 25Q: 3 clusters Score -1909454 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -1909491.125000 Penalty: 4901.095703
	Iteration 26Q: 3 clusters Score -1909491 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1909530.625000 Penalty: 4901.095703
	Iteration 27Q: 3 clusters Score -1909531 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -1909571.750000 Penalty: 4901.095703
	Iteration 28Q: 3 clusters Score -1909572 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -1909602.000000 Penalty: 4901.095703
	Iteration 29Q: 3 clusters Score -1909602 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -1909646.875000 Penalty: 4901.095703
	Iteration 30Q: 3 clusters Score -1909647 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -1909683.875000 Penalty: 4901.095703
	Iteration 31Q: 3 clusters Score -1909684 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -1909713.750000 Penalty: 4901.095703
	Iteration 32Q: 3 clusters Score -1909714 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -1909743.750000 Penalty: 4901.095703
	Iteration 33Q: 3 clusters Score -1909744 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -1909765.375000 Penalty: 4901.095703
	Iteration 34Q: 3 clusters Score -1909765 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -1909779.750000 Penalty: 4901.095703
	Iteration 35Q: 3 clusters Score -1909780 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -1909802.000000 Penalty: 4901.095703
	Iteration 36Q: 3 clusters Score -1909802 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -1909816.250000 Penalty: 4901.095703
	Iteration 37Q: 3 clusters Score -1909816 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -1909833.625000 Penalty: 4901.095703
	Iteration 38Q: 3 clusters Score -1909834 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -1909852.500000 Penalty: 4901.095703
	Iteration 39Q: 3 clusters Score -1909852 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -1909868.250000 Penalty: 4901.095703
	Iteration 40F: 3 clusters Score -1909868 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -1909880.875000 Penalty: 4901.095703
	Iteration 41Q: 3 clusters Score -1909881 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -1909894.875000 Penalty: 4901.095703
	Iteration 42Q: 3 clusters Score -1909895 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -1909909.125000 Penalty: 4901.095703
	Iteration 43Q: 3 clusters Score -1909909 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -1909922.250000 Penalty: 4901.095703
	Iteration 44Q: 3 clusters Score -1909922 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -1909928.125000 Penalty: 4901.095703
	Iteration 45Q: 3 clusters Score -1909928 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -1909936.250000 Penalty: 4901.095703
	Iteration 46Q: 3 clusters Score -1909936 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -1909935.125000 Penalty: 4901.095703
	Iteration 47Q: 3 clusters Score -1909935 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -1909935.250000 Penalty: 4901.095703
	Iteration 48Q: 3 clusters Score -1909935 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -1909947.875000 Penalty: 4901.095703
	Iteration 49Q: 3 clusters Score -1909948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -1909957.250000 Penalty: 4901.095703
	Iteration 50Q: 3 clusters Score -1909957 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -1909966.500000 Penalty: 4901.095703
	Iteration 51Q: 3 clusters Score -1909966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -1909982.000000 Penalty: 4901.095703
	Iteration 52Q: 3 clusters Score -1909982 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -1909988.750000 Penalty: 4901.095703
	Iteration 53Q: 3 clusters Score -1909989 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -1909990.250000 Penalty: 4901.095703
	Iteration 54Q: 3 clusters Score -1909990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -1909996.750000 Penalty: 4901.095703
	Iteration 55Q: 3 clusters Score -1909997 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -1910007.250000 Penalty: 4901.095703
	Iteration 56Q: 3 clusters Score -1910007 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -1910014.500000 Penalty: 4901.095703
	Iteration 57Q: 3 clusters Score -1910014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -1910018.125000 Penalty: 4901.095703
	Iteration 58Q: 3 clusters Score -1910018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -1910025.000000 Penalty: 4901.095703
	Iteration 59Q: 3 clusters Score -1910025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -1910026.625000 Penalty: 4901.095703
	Iteration 60F: 3 clusters Score -1910027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -1910026.000000 Penalty: 4901.095703
	Iteration 61Q: 3 clusters Score -1910026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -1910029.375000 Penalty: 4901.095703
	Iteration 62Q: 3 clusters Score -1910029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -1910031.750000 Penalty: 4901.095703
	Iteration 63Q: 3 clusters Score -1910032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -1910033.250000 Penalty: 4901.095703
	Iteration 64Q: 3 clusters Score -1910033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -1910037.750000 Penalty: 4901.095703
	Iteration 65Q: 3 clusters Score -1910038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -1910039.375000 Penalty: 4901.095703
	Iteration 66Q: 3 clusters Score -1910039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -1910040.875000 Penalty: 4901.095703
	Iteration 67Q: 3 clusters Score -1910041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -1910045.125000 Penalty: 4901.095703
	Iteration 68Q: 3 clusters Score -1910045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -1910043.000000 Penalty: 4901.095703
	Iteration 69Q: 3 clusters Score -1910043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -1910046.125000 Penalty: 4901.095703
	Iteration 70Q: 3 clusters Score -1910046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -1910050.875000 Penalty: 4901.095703
	Iteration 71Q: 3 clusters Score -1910051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -1910053.250000 Penalty: 4901.095703
	Iteration 72Q: 3 clusters Score -1910053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -1910053.875000 Penalty: 4901.095703
	Iteration 73Q: 3 clusters Score -1910054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -1910063.000000 Penalty: 4901.095703
	Iteration 74Q: 3 clusters Score -1910063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -1910065.000000 Penalty: 4901.095703
	Iteration 75Q: 3 clusters Score -1910065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -1910067.625000 Penalty: 4901.095703
	Iteration 76Q: 3 clusters Score -1910068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -1910072.500000 Penalty: 4901.095703
	Iteration 77Q: 3 clusters Score -1910072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -1910076.250000 Penalty: 4901.095703
	Iteration 78Q: 3 clusters Score -1910076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -1910077.750000 Penalty: 4901.095703
	Iteration 79Q: 3 clusters Score -1910078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -1910079.375000 Penalty: 4901.095703
	Iteration 80F: 3 clusters Score -1910079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -1910080.625000 Penalty: 4901.095703
	Iteration 81Q: 3 clusters Score -1910081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -1910080.125000 Penalty: 4901.095703
	Iteration 82Q: 3 clusters Score -1910080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -1910080.375000 Penalty: 4901.095703
	Iteration 83Q: 3 clusters Score -1910080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -1910080.750000 Penalty: 4901.095703
	Iteration 84Q: 3 clusters Score -1910081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -1910080.750000 Penalty: 4901.095703
	Iteration 85F: 3 clusters Score -1910081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -35546.785156 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -35546.79 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 185 members 
Entering Unmasked Estep 
Score: -34198.046875 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -34198.05 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -34364.886719 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -34364.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34440.140625 Penalty: 2933.097656
	Iteration 2F: 3 clusters Score -34440.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -34468.609375 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -34468.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -34477.882812 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -34477.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -34489.347656 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -34489.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -34497.390625 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -34497.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34505.207031 Penalty: 2933.097656
	Iteration 7Q: 3 clusters Score -34505.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -34515.687500 Penalty: 2933.097656
	Iteration 8Q: 3 clusters Score -34515.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -34515.687500 Penalty: 2933.097656
	Iteration 9F: 3 clusters Score -34515.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -21776.859375 Penalty: 1350.790894
	Iteration 0F: 2 clusters Score -21776.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20621.187500 Penalty: 2701.581787
	Iteration 0F: 3 clusters Score -20621.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20655.798828 Penalty: 2701.581787
	Iteration 1Q: 3 clusters Score -20655.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20674.941406 Penalty: 2701.581787
	Iteration 2Q: 3 clusters Score -20674.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20687.341797 Penalty: 2701.581787
	Iteration 3Q: 3 clusters Score -20687.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20689.888672 Penalty: 2701.581787
	Iteration 4Q: 3 clusters Score -20689.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20689.888672 Penalty: 2701.581787
	Iteration 5F: 3 clusters Score -20689.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Entering Unmasked Estep 
Score: -675995.437500 Penalty: 2204.479980
	Iteration 0F: 2 clusters Score -675995.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -670117.250000 Penalty: 4408.959961
	Iteration 0F: 3 clusters Score -670117.2 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -672006.312500 Penalty: 4408.959961
	Iteration 1F: 3 clusters Score -672006.3 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -672541.312500 Penalty: 4408.959961
	Iteration 2F: 3 clusters Score -672541.3 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -672949.875000 Penalty: 4408.959961
	Iteration 3F: 3 clusters Score -672949.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -673295.062500 Penalty: 4408.959961
	Iteration 4F: 3 clusters Score -673295.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -673603.750000 Penalty: 4408.959961
	Iteration 5F: 3 clusters Score -673603.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -673914.625000 Penalty: 4408.959961
	Iteration 6Q: 3 clusters Score -673914.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -674192.312500 Penalty: 4408.959961
	Iteration 7Q: 3 clusters Score -674192.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -674403.125000 Penalty: 4408.959961
	Iteration 8Q: 3 clusters Score -674403.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -674547.937500 Penalty: 4408.959961
	Iteration 9Q: 3 clusters Score -674547.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -674647.437500 Penalty: 4408.959961
	Iteration 10Q: 3 clusters Score -674647.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -674718.437500 Penalty: 4408.959961
	Iteration 11Q: 3 clusters Score -674718.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -674765.125000 Penalty: 4408.959961
	Iteration 12Q: 3 clusters Score -674765.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -674788.125000 Penalty: 4408.959961
	Iteration 13Q: 3 clusters Score -674788.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -674809.062500 Penalty: 4408.959961
	Iteration 14Q: 3 clusters Score -674809.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -674833.500000 Penalty: 4408.959961
	Iteration 15Q: 3 clusters Score -674833.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -674846.750000 Penalty: 4408.959961
	Iteration 16Q: 3 clusters Score -674846.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -674857.062500 Penalty: 4408.959961
	Iteration 17Q: 3 clusters Score -674857.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -674862.750000 Penalty: 4408.959961
	Iteration 18Q: 3 clusters Score -674862.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -674866.250000 Penalty: 4408.959961
	Iteration 19Q: 3 clusters Score -674866.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -674869.625000 Penalty: 4408.959961
	Iteration 20F: 3 clusters Score -674869.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -674872.312500 Penalty: 4408.959961
	Iteration 21Q: 3 clusters Score -674872.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -674876.687500 Penalty: 4408.959961
	Iteration 22Q: 3 clusters Score -674876.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -674878.125000 Penalty: 4408.959961
	Iteration 23Q: 3 clusters Score -674878.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -674878.750000 Penalty: 4408.959961
	Iteration 24Q: 3 clusters Score -674878.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -674880.750000 Penalty: 4408.959961
	Iteration 25Q: 3 clusters Score -674880.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -674884.250000 Penalty: 4408.959961
	Iteration 26Q: 3 clusters Score -674884.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -674885.187500 Penalty: 4408.959961
	Iteration 27Q: 3 clusters Score -674885.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -674887.062500 Penalty: 4408.959961
	Iteration 28Q: 3 clusters Score -674887.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -674887.375000 Penalty: 4408.959961
	Iteration 29Q: 3 clusters Score -674887.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -674887.250000 Penalty: 4408.959961
	Iteration 30Q: 3 clusters Score -674887.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -674887.250000 Penalty: 4408.959961
	Iteration 31F: 3 clusters Score -674887.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -107342.328125 Penalty: 1706.080322
	Iteration 0F: 2 clusters Score -107342.3 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 494 members 
Entering Unmasked Estep 
Score: -105403.437500 Penalty: 3412.160645
	Iteration 0F: 3 clusters Score -105403.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -105667.296875 Penalty: 3412.160645
	Iteration 1F: 3 clusters Score -105667.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -105735.085938 Penalty: 3412.160645
	Iteration 2F: 3 clusters Score -105735.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -105756.117188 Penalty: 3412.160645
	Iteration 3Q: 3 clusters Score -105756.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -105765.390625 Penalty: 3412.160645
	Iteration 4Q: 3 clusters Score -105765.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -105766.859375 Penalty: 3412.160645
	Iteration 5Q: 3 clusters Score -105766.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -105770.203125 Penalty: 3412.160645
	Iteration 6Q: 3 clusters Score -105770.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -105776.953125 Penalty: 3412.160645
	Iteration 7Q: 3 clusters Score -105777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -105783.601562 Penalty: 3412.160645
	Iteration 8Q: 3 clusters Score -105783.6 nChanged 7
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: -105790.781250 Penalty: 3412.160645
	Iteration 9Q: 3 clusters Score -105790.8 nChanged 4
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: -105795.398438 Penalty: 3412.160645
	Iteration 10Q: 3 clusters Score -105795.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -105795.984375 Penalty: 3412.160645
	Iteration 11Q: 3 clusters Score -105796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -105795.984375 Penalty: 3412.160645
	Iteration 12F: 3 clusters Score -105796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Entering Unmasked Estep 
Score: -761522.062500 Penalty: 2293.150879
	Iteration 0F: 2 clusters Score -761522.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -753558.062500 Penalty: 4586.301758
	Iteration 0F: 3 clusters Score -753558.1 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -756106.125000 Penalty: 4586.301758
	Iteration 1F: 3 clusters Score -756106.1 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -756647.312500 Penalty: 4586.301758
	Iteration 2F: 3 clusters Score -756647.3 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -757181.812500 Penalty: 4586.301758
	Iteration 3F: 3 clusters Score -757181.8 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -757732.000000 Penalty: 4586.301758
	Iteration 4F: 3 clusters Score -757732 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -758279.250000 Penalty: 4586.301758
	Iteration 5F: 3 clusters Score -758279.2 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -758819.937500 Penalty: 4586.301758
	Iteration 6F: 3 clusters Score -758819.9 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -759356.125000 Penalty: 4586.301758
	Iteration 7F: 3 clusters Score -759356.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -759812.750000 Penalty: 4586.301758
	Iteration 8F: 3 clusters Score -759812.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -760134.625000 Penalty: 4586.301758
	Iteration 9Q: 3 clusters Score -760134.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -760307.625000 Penalty: 4586.301758
	Iteration 10Q: 3 clusters Score -760307.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -760388.250000 Penalty: 4586.301758
	Iteration 11Q: 3 clusters Score -760388.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -760426.187500 Penalty: 4586.301758
	Iteration 12Q: 3 clusters Score -760426.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -760451.625000 Penalty: 4586.301758
	Iteration 13Q: 3 clusters Score -760451.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -760470.375000 Penalty: 4586.301758
	Iteration 14Q: 3 clusters Score -760470.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -760483.250000 Penalty: 4586.301758
	Iteration 15Q: 3 clusters Score -760483.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -760489.250000 Penalty: 4586.301758
	Iteration 16Q: 3 clusters Score -760489.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -760496.812500 Penalty: 4586.301758
	Iteration 17Q: 3 clusters Score -760496.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -760503.687500 Penalty: 4586.301758
	Iteration 18Q: 3 clusters Score -760503.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -760509.062500 Penalty: 4586.301758
	Iteration 19Q: 3 clusters Score -760509.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -760512.312500 Penalty: 4586.301758
	Iteration 20F: 3 clusters Score -760512.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -760519.937500 Penalty: 4586.301758
	Iteration 21Q: 3 clusters Score -760519.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -760526.937500 Penalty: 4586.301758
	Iteration 22Q: 3 clusters Score -760526.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -760532.625000 Penalty: 4586.301758
	Iteration 23Q: 3 clusters Score -760532.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -760540.250000 Penalty: 4586.301758
	Iteration 24Q: 3 clusters Score -760540.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -760543.750000 Penalty: 4586.301758
	Iteration 25Q: 3 clusters Score -760543.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -760548.250000 Penalty: 4586.301758
	Iteration 26Q: 3 clusters Score -760548.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -760556.187500 Penalty: 4586.301758
	Iteration 27Q: 3 clusters Score -760556.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -760558.687500 Penalty: 4586.301758
	Iteration 28Q: 3 clusters Score -760558.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -760562.500000 Penalty: 4586.301758
	Iteration 29Q: 3 clusters Score -760562.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -760565.875000 Penalty: 4586.301758
	Iteration 30Q: 3 clusters Score -760565.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -760567.687500 Penalty: 4586.301758
	Iteration 31Q: 3 clusters Score -760567.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -760569.937500 Penalty: 4586.301758
	Iteration 32Q: 3 clusters Score -760569.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -760571.937500 Penalty: 4586.301758
	Iteration 33Q: 3 clusters Score -760571.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -760576.187500 Penalty: 4586.301758
	Iteration 34Q: 3 clusters Score -760576.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -760579.250000 Penalty: 4586.301758
	Iteration 35Q: 3 clusters Score -760579.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -760579.437500 Penalty: 4586.301758
	Iteration 36Q: 3 clusters Score -760579.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -760582.062500 Penalty: 4586.301758
	Iteration 37Q: 3 clusters Score -760582.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -760584.500000 Penalty: 4586.301758
	Iteration 38Q: 3 clusters Score -760584.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -760583.250000 Penalty: 4586.301758
	Iteration 39Q: 3 clusters Score -760583.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -760583.000000 Penalty: 4586.301758
	Iteration 40F: 3 clusters Score -760583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -760585.187500 Penalty: 4586.301758
	Iteration 41Q: 3 clusters Score -760585.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -760584.250000 Penalty: 4586.301758
	Iteration 42Q: 3 clusters Score -760584.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -760585.687500 Penalty: 4586.301758
	Iteration 43Q: 3 clusters Score -760585.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -760586.437500 Penalty: 4586.301758
	Iteration 44Q: 3 clusters Score -760586.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -760586.187500 Penalty: 4586.301758
	Iteration 45Q: 3 clusters Score -760586.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -760586.187500 Penalty: 4586.301758
	Iteration 46F: 3 clusters Score -760586.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Entering Unmasked Estep 
Score: -1468363.125000 Penalty: 2358.185791
	Iteration 0F: 2 clusters Score -1468363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1458453.500000 Penalty: 4716.371582
	Iteration 0F: 3 clusters Score -1458454 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1461495.125000 Penalty: 4716.371582
	Iteration 1F: 3 clusters Score -1461495 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1461828.625000 Penalty: 4716.371582
	Iteration 2F: 3 clusters Score -1461829 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1462089.250000 Penalty: 4716.371582
	Iteration 3Q: 3 clusters Score -1462089 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1462329.250000 Penalty: 4716.371582
	Iteration 4Q: 3 clusters Score -1462329 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1462557.750000 Penalty: 4716.371582
	Iteration 5Q: 3 clusters Score -1462558 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1462824.500000 Penalty: 4716.371582
	Iteration 6Q: 3 clusters Score -1462824 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1463168.500000 Penalty: 4716.371582
	Iteration 7Q: 3 clusters Score -1463168 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1463561.625000 Penalty: 4716.371582
	Iteration 8Q: 3 clusters Score -1463562 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1464013.250000 Penalty: 4716.371582
	Iteration 9Q: 3 clusters Score -1464013 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1464551.625000 Penalty: 4716.371582
	Iteration 10F: 3 clusters Score -1464552 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1465065.125000 Penalty: 4716.371582
	Iteration 11Q: 3 clusters Score -1465065 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1465482.000000 Penalty: 4716.371582
	Iteration 12Q: 3 clusters Score -1465482 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1465782.000000 Penalty: 4716.371582
	Iteration 13Q: 3 clusters Score -1465782 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1465986.000000 Penalty: 4716.371582
	Iteration 14Q: 3 clusters Score -1465986 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1466116.000000 Penalty: 4716.371582
	Iteration 15Q: 3 clusters Score -1466116 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1466217.250000 Penalty: 4716.371582
	Iteration 16Q: 3 clusters Score -1466217 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1466296.625000 Penalty: 4716.371582
	Iteration 17Q: 3 clusters Score -1466297 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1466363.125000 Penalty: 4716.371582
	Iteration 18Q: 3 clusters Score -1466363 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1466412.750000 Penalty: 4716.371582
	Iteration 19Q: 3 clusters Score -1466413 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1466454.875000 Penalty: 4716.371582
	Iteration 20F: 3 clusters Score -1466455 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1466478.750000 Penalty: 4716.371582
	Iteration 21Q: 3 clusters Score -1466479 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1466504.375000 Penalty: 4716.371582
	Iteration 22Q: 3 clusters Score -1466504 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1466523.750000 Penalty: 4716.371582
	Iteration 23Q: 3 clusters Score -1466524 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1466534.500000 Penalty: 4716.371582
	Iteration 24Q: 3 clusters Score -1466534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1466540.875000 Penalty: 4716.371582
	Iteration 25Q: 3 clusters Score -1466541 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1466556.375000 Penalty: 4716.371582
	Iteration 26Q: 3 clusters Score -1466556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1466561.500000 Penalty: 4716.371582
	Iteration 27Q: 3 clusters Score -1466562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1466569.375000 Penalty: 4716.371582
	Iteration 28Q: 3 clusters Score -1466569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1466570.875000 Penalty: 4716.371582
	Iteration 29Q: 3 clusters Score -1466571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1466577.000000 Penalty: 4716.371582
	Iteration 30Q: 3 clusters Score -1466577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1466582.500000 Penalty: 4716.371582
	Iteration 31Q: 3 clusters Score -1466582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1466583.500000 Penalty: 4716.371582
	Iteration 32Q: 3 clusters Score -1466584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1466588.625000 Penalty: 4716.371582
	Iteration 33Q: 3 clusters Score -1466589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1466588.375000 Penalty: 4716.371582
	Iteration 34Q: 3 clusters Score -1466588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1466588.625000 Penalty: 4716.371582
	Iteration 35Q: 3 clusters Score -1466589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1466591.500000 Penalty: 4716.371582
	Iteration 36Q: 3 clusters Score -1466592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1466591.750000 Penalty: 4716.371582
	Iteration 37Q: 3 clusters Score -1466592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1466590.750000 Penalty: 4716.371582
	Iteration 38Q: 3 clusters Score -1466591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1466590.750000 Penalty: 4716.371582
	Iteration 39Q: 3 clusters Score -1466591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1466591.250000 Penalty: 4716.371582
	Iteration 40F: 3 clusters Score -1466591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1466591.250000 Penalty: 4716.371582
	Iteration 41Q: 3 clusters Score -1466591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1466593.000000 Penalty: 4716.371582
	Iteration 42Q: 3 clusters Score -1466593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1466593.750000 Penalty: 4716.371582
	Iteration 43Q: 3 clusters Score -1466594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1466593.375000 Penalty: 4716.371582
	Iteration 44Q: 3 clusters Score -1466593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1466592.875000 Penalty: 4716.371582
	Iteration 45Q: 3 clusters Score -1466593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1466596.250000 Penalty: 4716.371582
	Iteration 46Q: 3 clusters Score -1466596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1466597.000000 Penalty: 4716.371582
	Iteration 47Q: 3 clusters Score -1466597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1466597.000000 Penalty: 4716.371582
	Iteration 48F: 3 clusters Score -1466597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -95693.593750 Penalty: 1700.924072
	Iteration 0F: 2 clusters Score -95693.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -93793.289062 Penalty: 3401.848145
	Iteration 0F: 3 clusters Score -93793.29 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -94069.210938 Penalty: 3401.848145
	Iteration 1F: 3 clusters Score -94069.21 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -94168.726562 Penalty: 3401.848145
	Iteration 2F: 3 clusters Score -94168.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -94217.945312 Penalty: 3401.848145
	Iteration 3Q: 3 clusters Score -94217.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -94249.250000 Penalty: 3401.848145
	Iteration 4Q: 3 clusters Score -94249.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -94271.203125 Penalty: 3401.848145
	Iteration 5Q: 3 clusters Score -94271.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -94289.445312 Penalty: 3401.848145
	Iteration 6Q: 3 clusters Score -94289.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -94301.367188 Penalty: 3401.848145
	Iteration 7Q: 3 clusters Score -94301.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -94311.539062 Penalty: 3401.848145
	Iteration 8Q: 3 clusters Score -94311.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -94314.507812 Penalty: 3401.848145
	Iteration 9Q: 3 clusters Score -94314.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -94315.835938 Penalty: 3401.848145
	Iteration 10Q: 3 clusters Score -94315.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -94315.835938 Penalty: 3401.848145
	Iteration 11F: 3 clusters Score -94315.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (90190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90190 members 
Entering Unmasked Estep 
Score: -9838368.000000 Penalty: 2829.599121
	Iteration 0F: 2 clusters Score -9838368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -9778044.000000 Penalty: 5659.198242
	Iteration 0F: 3 clusters Score -9778044 nChanged 42633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -9802290.000000 Penalty: 5659.198242
	Iteration 1F: 3 clusters Score -9802290 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45811 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -9802979.000000 Penalty: 5659.198242
	Iteration 2Q: 3 clusters Score -9802979 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -9803704.000000 Penalty: 5659.198242
	Iteration 3Q: 3 clusters Score -9803704 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -9804484.000000 Penalty: 5659.198242
	Iteration 4Q: 3 clusters Score -9804484 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
Score: -9805307.000000 Penalty: 5659.198242
	Iteration 5Q: 3 clusters Score -9805307 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
Score: -9806185.000000 Penalty: 5659.198242
	Iteration 6Q: 3 clusters Score -9806185 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48673 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
Score: -9807269.000000 Penalty: 5659.198242
	Iteration 7Q: 3 clusters Score -9807269 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50004 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -9808745.000000 Penalty: 5659.198242
	Iteration 8Q: 3 clusters Score -9808745 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -9810728.000000 Penalty: 5659.198242
	Iteration 9Q: 3 clusters Score -9810728 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53656 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -9813298.000000 Penalty: 5659.198242
	Iteration 10Q: 3 clusters Score -9813298 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55803 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -9816602.000000 Penalty: 5659.198242
	Iteration 11F: 3 clusters Score -9816602 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57710 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -9819449.000000 Penalty: 5659.198242
	Iteration 12F: 3 clusters Score -9819449 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -9821109.000000 Penalty: 5659.198242
	Iteration 13Q: 3 clusters Score -9821109 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60785 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -9821839.000000 Penalty: 5659.198242
	Iteration 14Q: 3 clusters Score -9821839 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62242 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -9822404.000000 Penalty: 5659.198242
	Iteration 15Q: 3 clusters Score -9822404 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63712 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -9822811.000000 Penalty: 5659.198242
	Iteration 16Q: 3 clusters Score -9822811 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65277 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -9823287.000000 Penalty: 5659.198242
	Iteration 17Q: 3 clusters Score -9823287 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66951 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -9823816.000000 Penalty: 5659.198242
	Iteration 18Q: 3 clusters Score -9823816 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68662 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -9824417.000000 Penalty: 5659.198242
	Iteration 19Q: 3 clusters Score -9824417 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70423 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -9825085.000000 Penalty: 5659.198242
	Iteration 20F: 3 clusters Score -9825085 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72262 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -9825811.000000 Penalty: 5659.198242
	Iteration 21Q: 3 clusters Score -9825811 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74114 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -9826615.000000 Penalty: 5659.198242
	Iteration 22Q: 3 clusters Score -9826615 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76001 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -9827431.000000 Penalty: 5659.198242
	Iteration 23Q: 3 clusters Score -9827431 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77855 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -9828351.000000 Penalty: 5659.198242
	Iteration 24Q: 3 clusters Score -9828351 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79735 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -9829410.000000 Penalty: 5659.198242
	Iteration 25Q: 3 clusters Score -9829410 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81546 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -9830516.000000 Penalty: 5659.198242
	Iteration 26Q: 3 clusters Score -9830516 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83193 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -9831505.000000 Penalty: 5659.198242
	Iteration 27Q: 3 clusters Score -9831505 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84672 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -9832493.000000 Penalty: 5659.198242
	Iteration 28Q: 3 clusters Score -9832493 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85921 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -9833336.000000 Penalty: 5659.198242
	Iteration 29Q: 3 clusters Score -9833336 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86941 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -9833996.000000 Penalty: 5659.198242
	Iteration 30Q: 3 clusters Score -9833996 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87753 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -9834597.000000 Penalty: 5659.198242
	Iteration 31Q: 3 clusters Score -9834597 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88338 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -9835001.000000 Penalty: 5659.198242
	Iteration 32Q: 3 clusters Score -9835001 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88763 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -9835264.000000 Penalty: 5659.198242
	Iteration 33Q: 3 clusters Score -9835264 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89062 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -9835479.000000 Penalty: 5659.198242
	Iteration 34Q: 3 clusters Score -9835479 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89253 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -9835611.000000 Penalty: 5659.198242
	Iteration 35Q: 3 clusters Score -9835611 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89374 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -9835729.000000 Penalty: 5659.198242
	Iteration 36Q: 3 clusters Score -9835729 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89443 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -9835776.000000 Penalty: 5659.198242
	Iteration 37Q: 3 clusters Score -9835776 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89507 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -9835820.000000 Penalty: 5659.198242
	Iteration 38Q: 3 clusters Score -9835820 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89564 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -9835859.000000 Penalty: 5659.198242
	Iteration 39Q: 3 clusters Score -9835859 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89593 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -9835870.000000 Penalty: 5659.198242
	Iteration 40F: 3 clusters Score -9835870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89610 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -9835891.000000 Penalty: 5659.198242
	Iteration 41Q: 3 clusters Score -9835891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89620 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -9835893.000000 Penalty: 5659.198242
	Iteration 42Q: 3 clusters Score -9835893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89627 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -9835901.000000 Penalty: 5659.198242
	Iteration 43Q: 3 clusters Score -9835901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89634 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -9835898.000000 Penalty: 5659.198242
	Iteration 44Q: 3 clusters Score -9835898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89642 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -9835904.000000 Penalty: 5659.198242
	Iteration 45Q: 3 clusters Score -9835904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89647 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -9835903.000000 Penalty: 5659.198242
	Iteration 46Q: 3 clusters Score -9835903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89650 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -9835916.000000 Penalty: 5659.198242
	Iteration 47Q: 3 clusters Score -9835916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89655 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -9835918.000000 Penalty: 5659.198242
	Iteration 48Q: 3 clusters Score -9835918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89658 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -9835916.000000 Penalty: 5659.198242
	Iteration 49Q: 3 clusters Score -9835916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89663 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -9835926.000000 Penalty: 5659.198242
	Iteration 50Q: 3 clusters Score -9835926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89666 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -9835921.000000 Penalty: 5659.198242
	Iteration 51Q: 3 clusters Score -9835921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89671 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9835922.000000 Penalty: 5659.198242
	Iteration 52Q: 3 clusters Score -9835922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89677 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9835926.000000 Penalty: 5659.198242
	Iteration 53Q: 3 clusters Score -9835926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89686 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9835928.000000 Penalty: 5659.198242
	Iteration 54Q: 3 clusters Score -9835928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89688 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9835935.000000 Penalty: 5659.198242
	Iteration 55Q: 3 clusters Score -9835935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89690 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -9835937.000000 Penalty: 5659.198242
	Iteration 56Q: 3 clusters Score -9835937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89691 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -9835936.000000 Penalty: 5659.198242
	Iteration 57Q: 3 clusters Score -9835936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89692 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -9835930.000000 Penalty: 5659.198242
	Iteration 58Q: 3 clusters Score -9835930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89694 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -9835938.000000 Penalty: 5659.198242
	Iteration 59Q: 3 clusters Score -9835938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89695 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -9835937.000000 Penalty: 5659.198242
	Iteration 60F: 3 clusters Score -9835937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (29404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Entering Unmasked Estep 
Score: -3192426.500000 Penalty: 2551.643799
	Iteration 0F: 2 clusters Score -3192426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -3172148.250000 Penalty: 5103.287598
	Iteration 0F: 3 clusters Score -3172148 nChanged 13309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -3179699.250000 Penalty: 5103.287598
	Iteration 1F: 3 clusters Score -3179699 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -3180583.750000 Penalty: 5103.287598
	Iteration 2F: 3 clusters Score -3180584 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -3181583.000000 Penalty: 5103.287598
	Iteration 3F: 3 clusters Score -3181583 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -3182839.500000 Penalty: 5103.287598
	Iteration 4F: 3 clusters Score -3182840 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -3184216.000000 Penalty: 5103.287598
	Iteration 5F: 3 clusters Score -3184216 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -3185398.750000 Penalty: 5103.287598
	Iteration 6F: 3 clusters Score -3185399 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -3186488.000000 Penalty: 5103.287598
	Iteration 7F: 3 clusters Score -3186488 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -3187405.750000 Penalty: 5103.287598
	Iteration 8Q: 3 clusters Score -3187406 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -3188213.250000 Penalty: 5103.287598
	Iteration 9Q: 3 clusters Score -3188213 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -3188883.500000 Penalty: 5103.287598
	Iteration 10Q: 3 clusters Score -3188884 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -3189351.750000 Penalty: 5103.287598
	Iteration 11Q: 3 clusters Score -3189352 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -3189740.000000 Penalty: 5103.287598
	Iteration 12Q: 3 clusters Score -3189740 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -3190107.000000 Penalty: 5103.287598
	Iteration 13Q: 3 clusters Score -3190107 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -3190451.750000 Penalty: 5103.287598
	Iteration 14Q: 3 clusters Score -3190452 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -3190791.000000 Penalty: 5103.287598
	Iteration 15Q: 3 clusters Score -3190791 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -3191065.250000 Penalty: 5103.287598
	Iteration 16Q: 3 clusters Score -3191065 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -3191200.250000 Penalty: 5103.287598
	Iteration 17Q: 3 clusters Score -3191200 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -3191250.750000 Penalty: 5103.287598
	Iteration 18Q: 3 clusters Score -3191251 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -3191280.250000 Penalty: 5103.287598
	Iteration 19Q: 3 clusters Score -3191280 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -3191295.750000 Penalty: 5103.287598
	Iteration 20F: 3 clusters Score -3191296 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -3191306.750000 Penalty: 5103.287598
	Iteration 21Q: 3 clusters Score -3191307 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -3191313.000000 Penalty: 5103.287598
	Iteration 22Q: 3 clusters Score -3191313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -3191323.500000 Penalty: 5103.287598
	Iteration 23Q: 3 clusters Score -3191324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -3191329.750000 Penalty: 5103.287598
	Iteration 24Q: 3 clusters Score -3191330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -3191330.250000 Penalty: 5103.287598
	Iteration 25Q: 3 clusters Score -3191330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -3191335.000000 Penalty: 5103.287598
	Iteration 26Q: 3 clusters Score -3191335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -3191337.500000 Penalty: 5103.287598
	Iteration 27Q: 3 clusters Score -3191338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -3191335.250000 Penalty: 5103.287598
	Iteration 28Q: 3 clusters Score -3191335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -3191332.500000 Penalty: 5103.287598
	Iteration 29Q: 3 clusters Score -3191332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -3191333.000000 Penalty: 5103.287598
	Iteration 30Q: 3 clusters Score -3191333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -3191333.750000 Penalty: 5103.287598
	Iteration 31Q: 3 clusters Score -3191334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -3191334.250000 Penalty: 5103.287598
	Iteration 32Q: 3 clusters Score -3191334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -3191335.750000 Penalty: 5103.287598
	Iteration 33Q: 3 clusters Score -3191336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -3191335.500000 Penalty: 5103.287598
	Iteration 34Q: 3 clusters Score -3191336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -3191336.000000 Penalty: 5103.287598
	Iteration 35Q: 3 clusters Score -3191336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -3191335.250000 Penalty: 5103.287598
	Iteration 36Q: 3 clusters Score -3191335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -3191335.250000 Penalty: 5103.287598
	Iteration 37F: 3 clusters Score -3191335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Entering Unmasked Estep 
Score: -923648.625000 Penalty: 2267.841064
	Iteration 0F: 2 clusters Score -923648.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -916391.875000 Penalty: 4535.682129
	Iteration 0F: 3 clusters Score -916391.9 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -918376.750000 Penalty: 4535.682129
	Iteration 1F: 3 clusters Score -918376.8 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -918699.937500 Penalty: 4535.682129
	Iteration 2F: 3 clusters Score -918699.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -918978.937500 Penalty: 4535.682129
	Iteration 3F: 3 clusters Score -918978.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -919222.812500 Penalty: 4535.682129
	Iteration 4F: 3 clusters Score -919222.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -919441.875000 Penalty: 4535.682129
	Iteration 5Q: 3 clusters Score -919441.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -919678.125000 Penalty: 4535.682129
	Iteration 6Q: 3 clusters Score -919678.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -919927.812500 Penalty: 4535.682129
	Iteration 7Q: 3 clusters Score -919927.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -920162.250000 Penalty: 4535.682129
	Iteration 8Q: 3 clusters Score -920162.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -920370.687500 Penalty: 4535.682129
	Iteration 9Q: 3 clusters Score -920370.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -920568.750000 Penalty: 4535.682129
	Iteration 10Q: 3 clusters Score -920568.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -920749.687500 Penalty: 4535.682129
	Iteration 11Q: 3 clusters Score -920749.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -920891.625000 Penalty: 4535.682129
	Iteration 12Q: 3 clusters Score -920891.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -921018.187500 Penalty: 4535.682129
	Iteration 13Q: 3 clusters Score -921018.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -921127.937500 Penalty: 4535.682129
	Iteration 14Q: 3 clusters Score -921127.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -921219.625000 Penalty: 4535.682129
	Iteration 15Q: 3 clusters Score -921219.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -921298.562500 Penalty: 4535.682129
	Iteration 16Q: 3 clusters Score -921298.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -921382.625000 Penalty: 4535.682129
	Iteration 17Q: 3 clusters Score -921382.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -921475.250000 Penalty: 4535.682129
	Iteration 18Q: 3 clusters Score -921475.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -921550.125000 Penalty: 4535.682129
	Iteration 19Q: 3 clusters Score -921550.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -921603.750000 Penalty: 4535.682129
	Iteration 20F: 3 clusters Score -921603.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -921660.187500 Penalty: 4535.682129
	Iteration 21Q: 3 clusters Score -921660.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -921696.812500 Penalty: 4535.682129
	Iteration 22Q: 3 clusters Score -921696.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -921716.625000 Penalty: 4535.682129
	Iteration 23Q: 3 clusters Score -921716.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -921728.937500 Penalty: 4535.682129
	Iteration 24Q: 3 clusters Score -921728.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -921742.937500 Penalty: 4535.682129
	Iteration 25Q: 3 clusters Score -921742.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -921747.625000 Penalty: 4535.682129
	Iteration 26Q: 3 clusters Score -921747.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -921753.875000 Penalty: 4535.682129
	Iteration 27Q: 3 clusters Score -921753.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -921761.187500 Penalty: 4535.682129
	Iteration 28Q: 3 clusters Score -921761.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -921768.062500 Penalty: 4535.682129
	Iteration 29Q: 3 clusters Score -921768.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -921774.812500 Penalty: 4535.682129
	Iteration 30Q: 3 clusters Score -921774.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -921781.375000 Penalty: 4535.682129
	Iteration 31Q: 3 clusters Score -921781.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -921784.187500 Penalty: 4535.682129
	Iteration 32Q: 3 clusters Score -921784.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -921786.500000 Penalty: 4535.682129
	Iteration 33Q: 3 clusters Score -921786.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -921789.437500 Penalty: 4535.682129
	Iteration 34Q: 3 clusters Score -921789.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -921792.250000 Penalty: 4535.682129
	Iteration 35Q: 3 clusters Score -921792.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -921794.312500 Penalty: 4535.682129
	Iteration 36Q: 3 clusters Score -921794.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -921794.062500 Penalty: 4535.682129
	Iteration 37Q: 3 clusters Score -921794.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -921793.000000 Penalty: 4535.682129
	Iteration 38Q: 3 clusters Score -921793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -921794.125000 Penalty: 4535.682129
	Iteration 39Q: 3 clusters Score -921794.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -921794.125000 Penalty: 4535.682129
	Iteration 40F: 3 clusters Score -921794.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Entering Unmasked Estep 
Score: -552055.125000 Penalty: 2158.757568
	Iteration 0F: 2 clusters Score -552055.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -546911.250000 Penalty: 4317.515137
	Iteration 0F: 3 clusters Score -546911.2 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -548226.625000 Penalty: 4317.515137
	Iteration 1F: 3 clusters Score -548226.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -548512.187500 Penalty: 4317.515137
	Iteration 2F: 3 clusters Score -548512.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -548706.437500 Penalty: 4317.515137
	Iteration 3F: 3 clusters Score -548706.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -548850.937500 Penalty: 4317.515137
	Iteration 4Q: 3 clusters Score -548850.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -548974.625000 Penalty: 4317.515137
	Iteration 5Q: 3 clusters Score -548974.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -549103.750000 Penalty: 4317.515137
	Iteration 6Q: 3 clusters Score -549103.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -549236.062500 Penalty: 4317.515137
	Iteration 7Q: 3 clusters Score -549236.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -549359.125000 Penalty: 4317.515137
	Iteration 8Q: 3 clusters Score -549359.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -549465.125000 Penalty: 4317.515137
	Iteration 9Q: 3 clusters Score -549465.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -549573.812500 Penalty: 4317.515137
	Iteration 10Q: 3 clusters Score -549573.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -549669.812500 Penalty: 4317.515137
	Iteration 11Q: 3 clusters Score -549669.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -549760.687500 Penalty: 4317.515137
	Iteration 12Q: 3 clusters Score -549760.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -549840.250000 Penalty: 4317.515137
	Iteration 13Q: 3 clusters Score -549840.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -549918.125000 Penalty: 4317.515137
	Iteration 14Q: 3 clusters Score -549918.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -549988.375000 Penalty: 4317.515137
	Iteration 15Q: 3 clusters Score -549988.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -550063.750000 Penalty: 4317.515137
	Iteration 16Q: 3 clusters Score -550063.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -550134.250000 Penalty: 4317.515137
	Iteration 17Q: 3 clusters Score -550134.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -550198.500000 Penalty: 4317.515137
	Iteration 18Q: 3 clusters Score -550198.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -550247.625000 Penalty: 4317.515137
	Iteration 19Q: 3 clusters Score -550247.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -550300.812500 Penalty: 4317.515137
	Iteration 20F: 3 clusters Score -550300.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -550357.875000 Penalty: 4317.515137
	Iteration 21Q: 3 clusters Score -550357.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -550415.000000 Penalty: 4317.515137
	Iteration 22Q: 3 clusters Score -550415 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -550467.375000 Penalty: 4317.515137
	Iteration 23Q: 3 clusters Score -550467.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -550512.437500 Penalty: 4317.515137
	Iteration 24Q: 3 clusters Score -550512.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -550551.437500 Penalty: 4317.515137
	Iteration 25Q: 3 clusters Score -550551.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -550580.187500 Penalty: 4317.515137
	Iteration 26Q: 3 clusters Score -550580.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -550603.312500 Penalty: 4317.515137
	Iteration 27Q: 3 clusters Score -550603.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -550616.437500 Penalty: 4317.515137
	Iteration 28Q: 3 clusters Score -550616.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -550631.062500 Penalty: 4317.515137
	Iteration 29Q: 3 clusters Score -550631.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -550650.625000 Penalty: 4317.515137
	Iteration 30Q: 3 clusters Score -550650.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -550671.812500 Penalty: 4317.515137
	Iteration 31Q: 3 clusters Score -550671.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -550697.750000 Penalty: 4317.515137
	Iteration 32Q: 3 clusters Score -550697.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -550717.812500 Penalty: 4317.515137
	Iteration 33Q: 3 clusters Score -550717.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -550734.937500 Penalty: 4317.515137
	Iteration 34Q: 3 clusters Score -550734.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -550753.500000 Penalty: 4317.515137
	Iteration 35Q: 3 clusters Score -550753.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -550775.750000 Penalty: 4317.515137
	Iteration 36Q: 3 clusters Score -550775.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -550806.437500 Penalty: 4317.515137
	Iteration 37Q: 3 clusters Score -550806.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -550834.250000 Penalty: 4317.515137
	Iteration 38Q: 3 clusters Score -550834.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -550852.000000 Penalty: 4317.515137
	Iteration 39Q: 3 clusters Score -550852 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -550867.312500 Penalty: 4317.515137
	Iteration 40F: 3 clusters Score -550867.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -550878.437500 Penalty: 4317.515137
	Iteration 41Q: 3 clusters Score -550878.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -550883.437500 Penalty: 4317.515137
	Iteration 42Q: 3 clusters Score -550883.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -550887.000000 Penalty: 4317.515137
	Iteration 43Q: 3 clusters Score -550887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -550888.687500 Penalty: 4317.515137
	Iteration 44Q: 3 clusters Score -550888.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -550889.125000 Penalty: 4317.515137
	Iteration 45Q: 3 clusters Score -550889.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -550889.125000 Penalty: 4317.515137
	Iteration 46F: 3 clusters Score -550889.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Entering Unmasked Estep 
Score: -950166.687500 Penalty: 2253.193359
	Iteration 0F: 2 clusters Score -950166.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -943242.500000 Penalty: 4506.386719
	Iteration 0F: 3 clusters Score -943242.5 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -945137.000000 Penalty: 4506.386719
	Iteration 1F: 3 clusters Score -945137 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -945406.062500 Penalty: 4506.386719
	Iteration 2F: 3 clusters Score -945406.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -945580.375000 Penalty: 4506.386719
	Iteration 3Q: 3 clusters Score -945580.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -945705.375000 Penalty: 4506.386719
	Iteration 4Q: 3 clusters Score -945705.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -945808.312500 Penalty: 4506.386719
	Iteration 5Q: 3 clusters Score -945808.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -945912.562500 Penalty: 4506.386719
	Iteration 6Q: 3 clusters Score -945912.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -946056.562500 Penalty: 4506.386719
	Iteration 7Q: 3 clusters Score -946056.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -946243.312500 Penalty: 4506.386719
	Iteration 8Q: 3 clusters Score -946243.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -946447.312500 Penalty: 4506.386719
	Iteration 9Q: 3 clusters Score -946447.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -946662.312500 Penalty: 4506.386719
	Iteration 10Q: 3 clusters Score -946662.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -946934.187500 Penalty: 4506.386719
	Iteration 11Q: 3 clusters Score -946934.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -947218.500000 Penalty: 4506.386719
	Iteration 12Q: 3 clusters Score -947218.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -947533.687500 Penalty: 4506.386719
	Iteration 13Q: 3 clusters Score -947533.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -947831.250000 Penalty: 4506.386719
	Iteration 14Q: 3 clusters Score -947831.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -948092.437500 Penalty: 4506.386719
	Iteration 15Q: 3 clusters Score -948092.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -948343.250000 Penalty: 4506.386719
	Iteration 16Q: 3 clusters Score -948343.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -948553.625000 Penalty: 4506.386719
	Iteration 17Q: 3 clusters Score -948553.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -948709.312500 Penalty: 4506.386719
	Iteration 18Q: 3 clusters Score -948709.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -948819.750000 Penalty: 4506.386719
	Iteration 19Q: 3 clusters Score -948819.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -948879.437500 Penalty: 4506.386719
	Iteration 20F: 3 clusters Score -948879.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -948916.187500 Penalty: 4506.386719
	Iteration 21Q: 3 clusters Score -948916.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -948941.812500 Penalty: 4506.386719
	Iteration 22Q: 3 clusters Score -948941.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -948958.437500 Penalty: 4506.386719
	Iteration 23Q: 3 clusters Score -948958.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -948975.187500 Penalty: 4506.386719
	Iteration 24Q: 3 clusters Score -948975.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -948990.562500 Penalty: 4506.386719
	Iteration 25Q: 3 clusters Score -948990.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -948999.125000 Penalty: 4506.386719
	Iteration 26Q: 3 clusters Score -948999.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -949005.937500 Penalty: 4506.386719
	Iteration 27Q: 3 clusters Score -949005.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -949015.500000 Penalty: 4506.386719
	Iteration 28Q: 3 clusters Score -949015.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -949020.562500 Penalty: 4506.386719
	Iteration 29Q: 3 clusters Score -949020.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -949021.625000 Penalty: 4506.386719
	Iteration 30Q: 3 clusters Score -949021.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -949021.312500 Penalty: 4506.386719
	Iteration 31Q: 3 clusters Score -949021.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -949022.437500 Penalty: 4506.386719
	Iteration 32Q: 3 clusters Score -949022.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -949023.187500 Penalty: 4506.386719
	Iteration 33Q: 3 clusters Score -949023.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -949025.187500 Penalty: 4506.386719
	Iteration 34Q: 3 clusters Score -949025.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -949025.375000 Penalty: 4506.386719
	Iteration 35Q: 3 clusters Score -949025.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -949027.000000 Penalty: 4506.386719
	Iteration 36Q: 3 clusters Score -949027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -949027.000000 Penalty: 4506.386719
	Iteration 37F: 3 clusters Score -949027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Entering Unmasked Estep 
Score: -1558026.000000 Penalty: 2370.024658
	Iteration 0F: 2 clusters Score -1558026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1547673.375000 Penalty: 4740.049316
	Iteration 0F: 3 clusters Score -1547673 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1550852.250000 Penalty: 4740.049316
	Iteration 1F: 3 clusters Score -1550852 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1551183.625000 Penalty: 4740.049316
	Iteration 2F: 3 clusters Score -1551184 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1551426.250000 Penalty: 4740.049316
	Iteration 3Q: 3 clusters Score -1551426 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1551612.375000 Penalty: 4740.049316
	Iteration 4Q: 3 clusters Score -1551612 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1551773.375000 Penalty: 4740.049316
	Iteration 5Q: 3 clusters Score -1551773 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1551950.125000 Penalty: 4740.049316
	Iteration 6Q: 3 clusters Score -1551950 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1552183.875000 Penalty: 4740.049316
	Iteration 7Q: 3 clusters Score -1552184 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1552443.250000 Penalty: 4740.049316
	Iteration 8Q: 3 clusters Score -1552443 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1552798.625000 Penalty: 4740.049316
	Iteration 9Q: 3 clusters Score -1552799 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1553244.000000 Penalty: 4740.049316
	Iteration 10F: 3 clusters Score -1553244 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1553716.625000 Penalty: 4740.049316
	Iteration 11F: 3 clusters Score -1553717 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1554209.625000 Penalty: 4740.049316
	Iteration 12Q: 3 clusters Score -1554210 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1554615.375000 Penalty: 4740.049316
	Iteration 13Q: 3 clusters Score -1554615 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1555017.750000 Penalty: 4740.049316
	Iteration 14Q: 3 clusters Score -1555018 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1555346.875000 Penalty: 4740.049316
	Iteration 15Q: 3 clusters Score -1555347 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1555586.500000 Penalty: 4740.049316
	Iteration 16Q: 3 clusters Score -1555586 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1555722.500000 Penalty: 4740.049316
	Iteration 17Q: 3 clusters Score -1555722 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1555817.750000 Penalty: 4740.049316
	Iteration 18Q: 3 clusters Score -1555818 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1555867.125000 Penalty: 4740.049316
	Iteration 19Q: 3 clusters Score -1555867 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1555897.750000 Penalty: 4740.049316
	Iteration 20F: 3 clusters Score -1555898 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1555919.875000 Penalty: 4740.049316
	Iteration 21Q: 3 clusters Score -1555920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1555939.750000 Penalty: 4740.049316
	Iteration 22Q: 3 clusters Score -1555940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1555955.875000 Penalty: 4740.049316
	Iteration 23Q: 3 clusters Score -1555956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1555979.125000 Penalty: 4740.049316
	Iteration 24Q: 3 clusters Score -1555979 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1555999.250000 Penalty: 4740.049316
	Iteration 25Q: 3 clusters Score -1555999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1556006.125000 Penalty: 4740.049316
	Iteration 26Q: 3 clusters Score -1556006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1556011.500000 Penalty: 4740.049316
	Iteration 27Q: 3 clusters Score -1556012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1556017.250000 Penalty: 4740.049316
	Iteration 28Q: 3 clusters Score -1556017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1556024.500000 Penalty: 4740.049316
	Iteration 29Q: 3 clusters Score -1556024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1556029.375000 Penalty: 4740.049316
	Iteration 30Q: 3 clusters Score -1556029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1556033.875000 Penalty: 4740.049316
	Iteration 31Q: 3 clusters Score -1556034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1556037.250000 Penalty: 4740.049316
	Iteration 32Q: 3 clusters Score -1556037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1556041.375000 Penalty: 4740.049316
	Iteration 33Q: 3 clusters Score -1556041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1556044.500000 Penalty: 4740.049316
	Iteration 34Q: 3 clusters Score -1556044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1556046.625000 Penalty: 4740.049316
	Iteration 35Q: 3 clusters Score -1556047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1556046.625000 Penalty: 4740.049316
	Iteration 36F: 3 clusters Score -1556047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Entering Unmasked Estep 
Score: -568787.375000 Penalty: 2122.085938
	Iteration 0F: 2 clusters Score -568787.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -564120.875000 Penalty: 4244.171875
	Iteration 0F: 3 clusters Score -564120.9 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -565268.562500 Penalty: 4244.171875
	Iteration 1F: 3 clusters Score -565268.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -565451.812500 Penalty: 4244.171875
	Iteration 2F: 3 clusters Score -565451.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -565570.000000 Penalty: 4244.171875
	Iteration 3Q: 3 clusters Score -565570 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -565671.250000 Penalty: 4244.171875
	Iteration 4Q: 3 clusters Score -565671.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -565742.812500 Penalty: 4244.171875
	Iteration 5Q: 3 clusters Score -565742.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -565798.562500 Penalty: 4244.171875
	Iteration 6Q: 3 clusters Score -565798.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -565850.375000 Penalty: 4244.171875
	Iteration 7Q: 3 clusters Score -565850.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -565884.625000 Penalty: 4244.171875
	Iteration 8Q: 3 clusters Score -565884.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -565915.000000 Penalty: 4244.171875
	Iteration 9Q: 3 clusters Score -565915 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -565950.812500 Penalty: 4244.171875
	Iteration 10Q: 3 clusters Score -565950.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -565990.375000 Penalty: 4244.171875
	Iteration 11Q: 3 clusters Score -565990.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -566021.437500 Penalty: 4244.171875
	Iteration 12Q: 3 clusters Score -566021.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -566053.062500 Penalty: 4244.171875
	Iteration 13Q: 3 clusters Score -566053.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -566083.250000 Penalty: 4244.171875
	Iteration 14Q: 3 clusters Score -566083.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -566107.187500 Penalty: 4244.171875
	Iteration 15Q: 3 clusters Score -566107.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -566133.812500 Penalty: 4244.171875
	Iteration 16Q: 3 clusters Score -566133.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -566156.125000 Penalty: 4244.171875
	Iteration 17Q: 3 clusters Score -566156.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -566183.750000 Penalty: 4244.171875
	Iteration 18Q: 3 clusters Score -566183.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -566218.312500 Penalty: 4244.171875
	Iteration 19Q: 3 clusters Score -566218.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -566254.875000 Penalty: 4244.171875
	Iteration 20F: 3 clusters Score -566254.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -566284.687500 Penalty: 4244.171875
	Iteration 21Q: 3 clusters Score -566284.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -566312.375000 Penalty: 4244.171875
	Iteration 22Q: 3 clusters Score -566312.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -566338.625000 Penalty: 4244.171875
	Iteration 23Q: 3 clusters Score -566338.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -566362.250000 Penalty: 4244.171875
	Iteration 24Q: 3 clusters Score -566362.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -566376.250000 Penalty: 4244.171875
	Iteration 25Q: 3 clusters Score -566376.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -566391.750000 Penalty: 4244.171875
	Iteration 26Q: 3 clusters Score -566391.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -566406.125000 Penalty: 4244.171875
	Iteration 27Q: 3 clusters Score -566406.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -566421.125000 Penalty: 4244.171875
	Iteration 28Q: 3 clusters Score -566421.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -566440.125000 Penalty: 4244.171875
	Iteration 29Q: 3 clusters Score -566440.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -566454.375000 Penalty: 4244.171875
	Iteration 30Q: 3 clusters Score -566454.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -566468.687500 Penalty: 4244.171875
	Iteration 31Q: 3 clusters Score -566468.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -566493.875000 Penalty: 4244.171875
	Iteration 32Q: 3 clusters Score -566493.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -566524.250000 Penalty: 4244.171875
	Iteration 33Q: 3 clusters Score -566524.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -566552.062500 Penalty: 4244.171875
	Iteration 34Q: 3 clusters Score -566552.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -566576.500000 Penalty: 4244.171875
	Iteration 35Q: 3 clusters Score -566576.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -566608.687500 Penalty: 4244.171875
	Iteration 36Q: 3 clusters Score -566608.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -566638.187500 Penalty: 4244.171875
	Iteration 37Q: 3 clusters Score -566638.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -566669.750000 Penalty: 4244.171875
	Iteration 38Q: 3 clusters Score -566669.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -566694.875000 Penalty: 4244.171875
	Iteration 39Q: 3 clusters Score -566694.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -566716.562500 Penalty: 4244.171875
	Iteration 40F: 3 clusters Score -566716.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -566726.750000 Penalty: 4244.171875
	Iteration 41Q: 3 clusters Score -566726.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -566737.937500 Penalty: 4244.171875
	Iteration 42Q: 3 clusters Score -566737.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -566749.562500 Penalty: 4244.171875
	Iteration 43Q: 3 clusters Score -566749.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -566762.937500 Penalty: 4244.171875
	Iteration 44Q: 3 clusters Score -566762.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -566777.312500 Penalty: 4244.171875
	Iteration 45Q: 3 clusters Score -566777.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -566797.750000 Penalty: 4244.171875
	Iteration 46Q: 3 clusters Score -566797.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -566820.687500 Penalty: 4244.171875
	Iteration 47Q: 3 clusters Score -566820.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -566832.062500 Penalty: 4244.171875
	Iteration 48Q: 3 clusters Score -566832.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -566842.625000 Penalty: 4244.171875
	Iteration 49Q: 3 clusters Score -566842.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -566852.625000 Penalty: 4244.171875
	Iteration 50Q: 3 clusters Score -566852.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -566866.000000 Penalty: 4244.171875
	Iteration 51Q: 3 clusters Score -566866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -566875.687500 Penalty: 4244.171875
	Iteration 52Q: 3 clusters Score -566875.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -566880.062500 Penalty: 4244.171875
	Iteration 53Q: 3 clusters Score -566880.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -566884.062500 Penalty: 4244.171875
	Iteration 54Q: 3 clusters Score -566884.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -566891.687500 Penalty: 4244.171875
	Iteration 55Q: 3 clusters Score -566891.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -566899.000000 Penalty: 4244.171875
	Iteration 56Q: 3 clusters Score -566899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -566906.062500 Penalty: 4244.171875
	Iteration 57Q: 3 clusters Score -566906.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -566912.625000 Penalty: 4244.171875
	Iteration 58Q: 3 clusters Score -566912.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -566918.250000 Penalty: 4244.171875
	Iteration 59Q: 3 clusters Score -566918.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -566922.062500 Penalty: 4244.171875
	Iteration 60F: 3 clusters Score -566922.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -566925.375000 Penalty: 4244.171875
	Iteration 61Q: 3 clusters Score -566925.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -566928.312500 Penalty: 4244.171875
	Iteration 62Q: 3 clusters Score -566928.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -566934.500000 Penalty: 4244.171875
	Iteration 63Q: 3 clusters Score -566934.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -566940.000000 Penalty: 4244.171875
	Iteration 64Q: 3 clusters Score -566940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -566944.000000 Penalty: 4244.171875
	Iteration 65Q: 3 clusters Score -566944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -566950.750000 Penalty: 4244.171875
	Iteration 66Q: 3 clusters Score -566950.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -566956.312500 Penalty: 4244.171875
	Iteration 67Q: 3 clusters Score -566956.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -566963.937500 Penalty: 4244.171875
	Iteration 68Q: 3 clusters Score -566963.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -566971.125000 Penalty: 4244.171875
	Iteration 69Q: 3 clusters Score -566971.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -566974.312500 Penalty: 4244.171875
	Iteration 70Q: 3 clusters Score -566974.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -566975.812500 Penalty: 4244.171875
	Iteration 71Q: 3 clusters Score -566975.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -566977.250000 Penalty: 4244.171875
	Iteration 72Q: 3 clusters Score -566977.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -566977.250000 Penalty: 4244.171875
	Iteration 73F: 3 clusters Score -566977.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Entering Unmasked Estep 
Score: -731083.812500 Penalty: 2193.752930
	Iteration 0F: 2 clusters Score -731083.8 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 3524 members 
Entering Unmasked Estep 
Score: -725295.500000 Penalty: 4387.505859
	Iteration 0F: 3 clusters Score -725295.5 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -726895.187500 Penalty: 4387.505859
	Iteration 1F: 3 clusters Score -726895.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -727267.562500 Penalty: 4387.505859
	Iteration 2F: 3 clusters Score -727267.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -727568.125000 Penalty: 4387.505859
	Iteration 3F: 3 clusters Score -727568.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -727850.937500 Penalty: 4387.505859
	Iteration 4F: 3 clusters Score -727850.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -728141.625000 Penalty: 4387.505859
	Iteration 5F: 3 clusters Score -728141.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -728426.687500 Penalty: 4387.505859
	Iteration 6F: 3 clusters Score -728426.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -728760.812500 Penalty: 4387.505859
	Iteration 7Q: 3 clusters Score -728760.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -729094.375000 Penalty: 4387.505859
	Iteration 8F: 3 clusters Score -729094.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -729504.812500 Penalty: 4387.505859
	Iteration 9Q: 3 clusters Score -729504.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -729938.312500 Penalty: 4387.505859
	Iteration 10F: 3 clusters Score -729938.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -730253.000000 Penalty: 4387.505859
	Iteration 11Q: 3 clusters Score -730253 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -730467.062500 Penalty: 4387.505859
	Iteration 12Q: 3 clusters Score -730467.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -730617.437500 Penalty: 4387.505859
	Iteration 13Q: 3 clusters Score -730617.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -730731.187500 Penalty: 4387.505859
	Iteration 14Q: 3 clusters Score -730731.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -730836.312500 Penalty: 4387.505859
	Iteration 15Q: 3 clusters Score -730836.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -730907.875000 Penalty: 4387.505859
	Iteration 16Q: 3 clusters Score -730907.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -730956.937500 Penalty: 4387.505859
	Iteration 17Q: 3 clusters Score -730956.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -731013.562500 Penalty: 4387.505859
	Iteration 18Q: 3 clusters Score -731013.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -731048.937500 Penalty: 4387.505859
	Iteration 19Q: 3 clusters Score -731048.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -731091.687500 Penalty: 4387.505859
	Iteration 20F: 3 clusters Score -731091.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -731121.687500 Penalty: 4387.505859
	Iteration 21Q: 3 clusters Score -731121.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -731146.812500 Penalty: 4387.505859
	Iteration 22Q: 3 clusters Score -731146.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -731176.187500 Penalty: 4387.505859
	Iteration 23Q: 3 clusters Score -731176.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -731194.125000 Penalty: 4387.505859
	Iteration 24Q: 3 clusters Score -731194.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -731203.812500 Penalty: 4387.505859
	Iteration 25Q: 3 clusters Score -731203.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -731220.687500 Penalty: 4387.505859
	Iteration 26Q: 3 clusters Score -731220.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -731227.625000 Penalty: 4387.505859
	Iteration 27Q: 3 clusters Score -731227.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -731231.312500 Penalty: 4387.505859
	Iteration 28Q: 3 clusters Score -731231.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -731231.500000 Penalty: 4387.505859
	Iteration 29Q: 3 clusters Score -731231.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -731233.937500 Penalty: 4387.505859
	Iteration 30Q: 3 clusters Score -731233.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -731236.375000 Penalty: 4387.505859
	Iteration 31Q: 3 clusters Score -731236.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -731238.875000 Penalty: 4387.505859
	Iteration 32Q: 3 clusters Score -731238.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -731240.062500 Penalty: 4387.505859
	Iteration 33Q: 3 clusters Score -731240.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -731242.375000 Penalty: 4387.505859
	Iteration 34Q: 3 clusters Score -731242.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -731242.875000 Penalty: 4387.505859
	Iteration 35Q: 3 clusters Score -731242.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -731244.125000 Penalty: 4387.505859
	Iteration 36Q: 3 clusters Score -731244.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -731245.062500 Penalty: 4387.505859
	Iteration 37Q: 3 clusters Score -731245.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -731246.250000 Penalty: 4387.505859
	Iteration 38Q: 3 clusters Score -731246.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -731246.937500 Penalty: 4387.505859
	Iteration 39Q: 3 clusters Score -731246.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -731246.937500 Penalty: 4387.505859
	Iteration 40F: 3 clusters Score -731246.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 20742 members 
Mstep: Class 3 contains 18813 members 
Mstep: Class 4 contains 5018 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15631 members 
Mstep: Class 8 contains 34696 members 
Mstep: Class 9 contains 7241 members 
Mstep: Class 10 contains 11227 members 
Mstep: Class 11 contains 31973 members 
Mstep: Class 12 contains 5492 members 
Mstep: Class 13 contains 22765 members 
Mstep: Class 14 contains 20846 members 
Mstep: Class 15 contains 19560 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7252 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10369 members 
Mstep: Class 21 contains 13478 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29404 members 
Mstep: Class 25 contains 9363 members 
Mstep: Class 26 contains 6031 members 
Mstep: Class 27 contains 8826 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 4086 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4092 members 
Mstep: Class 34 contains 2512 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 8515 members 
Mstep: Class 37 contains 7486 members 
Mstep: Class 38 contains 26843 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1277 members 
Mstep: Class 43 contains 11120 members 
Mstep: Class 44 contains 5513 members 
Mstep: Class 45 contains 25566 members 
Mstep: Class 46 contains 16635 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13727 members 
Mstep: Class 50 contains 9463 members 
Mstep: Class 51 contains 5057 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28332 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17339 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Mstep: Class 58 contains 2859 members 
Entering Unmasked Estep 
Score: -64773436.000000 Penalty: 192486.265625
Splitting cluster 30 changes total score from -64774396.000000 to -64773436.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -38100.781250 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -38100.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -36713.406250 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -36713.41 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36955.683594 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -36955.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37047.804688 Penalty: 3025.758301
	Iteration 2F: 3 clusters Score -37047.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37100.972656 Penalty: 3025.758301
	Iteration 3Q: 3 clusters Score -37100.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37136.480469 Penalty: 3025.758301
	Iteration 4Q: 3 clusters Score -37136.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37138.484375 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -37138.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37138.484375 Penalty: 3025.758301
	Iteration 6F: 3 clusters Score -37138.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -10087.809570 Penalty: 1195.429810
	Iteration 0F: 2 clusters Score -10087.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9215.057617 Penalty: 2390.859619
	Iteration 0F: 3 clusters Score -9215.058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -9275.618164 Penalty: 2390.859619
	Iteration 1Q: 3 clusters Score -9275.618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9288.274414 Penalty: 2390.859619
	Iteration 2Q: 3 clusters Score -9288.274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9288.274414 Penalty: 2390.859619
	Iteration 3F: 3 clusters Score -9288.274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Entering Unmasked Estep 
Score: -394450.781250 Penalty: 2062.563477
	Iteration 0F: 2 clusters Score -394450.8 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 2119 members 
Entering Unmasked Estep 
Score: -390526.031250 Penalty: 4125.126953
	Iteration 0F: 3 clusters Score -390526 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -391393.375000 Penalty: 4125.126953
	Iteration 1F: 3 clusters Score -391393.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -391611.468750 Penalty: 4125.126953
	Iteration 2F: 3 clusters Score -391611.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -391783.843750 Penalty: 4125.126953
	Iteration 3F: 3 clusters Score -391783.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -391957.187500 Penalty: 4125.126953
	Iteration 4Q: 3 clusters Score -391957.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -392139.250000 Penalty: 4125.126953
	Iteration 5Q: 3 clusters Score -392139.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -392287.312500 Penalty: 4125.126953
	Iteration 6Q: 3 clusters Score -392287.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -392424.500000 Penalty: 4125.126953
	Iteration 7Q: 3 clusters Score -392424.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -392528.968750 Penalty: 4125.126953
	Iteration 8Q: 3 clusters Score -392529 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -392642.812500 Penalty: 4125.126953
	Iteration 9Q: 3 clusters Score -392642.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -392738.187500 Penalty: 4125.126953
	Iteration 10Q: 3 clusters Score -392738.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -392826.875000 Penalty: 4125.126953
	Iteration 11Q: 3 clusters Score -392826.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -392912.812500 Penalty: 4125.126953
	Iteration 12Q: 3 clusters Score -392912.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -392990.312500 Penalty: 4125.126953
	Iteration 13Q: 3 clusters Score -392990.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -393054.750000 Penalty: 4125.126953
	Iteration 14Q: 3 clusters Score -393054.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -393106.562500 Penalty: 4125.126953
	Iteration 15Q: 3 clusters Score -393106.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -393174.531250 Penalty: 4125.126953
	Iteration 16Q: 3 clusters Score -393174.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -393232.250000 Penalty: 4125.126953
	Iteration 17Q: 3 clusters Score -393232.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -393278.375000 Penalty: 4125.126953
	Iteration 18Q: 3 clusters Score -393278.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -393308.468750 Penalty: 4125.126953
	Iteration 19Q: 3 clusters Score -393308.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -393343.468750 Penalty: 4125.126953
	Iteration 20F: 3 clusters Score -393343.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -393358.562500 Penalty: 4125.126953
	Iteration 21Q: 3 clusters Score -393358.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -393369.531250 Penalty: 4125.126953
	Iteration 22Q: 3 clusters Score -393369.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -393376.406250 Penalty: 4125.126953
	Iteration 23Q: 3 clusters Score -393376.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -393383.750000 Penalty: 4125.126953
	Iteration 24Q: 3 clusters Score -393383.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -393392.625000 Penalty: 4125.126953
	Iteration 25Q: 3 clusters Score -393392.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -393402.750000 Penalty: 4125.126953
	Iteration 26Q: 3 clusters Score -393402.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -393410.812500 Penalty: 4125.126953
	Iteration 27Q: 3 clusters Score -393410.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -393418.156250 Penalty: 4125.126953
	Iteration 28Q: 3 clusters Score -393418.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -393419.031250 Penalty: 4125.126953
	Iteration 29Q: 3 clusters Score -393419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -393420.062500 Penalty: 4125.126953
	Iteration 30Q: 3 clusters Score -393420.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -393420.062500 Penalty: 4125.126953
	Iteration 31F: 3 clusters Score -393420.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Entering Unmasked Estep 
Score: -240602.796875 Penalty: 1941.551025
	Iteration 0F: 2 clusters Score -240602.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -237690.140625 Penalty: 3883.102051
	Iteration 0F: 3 clusters Score -237690.1 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -238360.375000 Penalty: 3883.102051
	Iteration 1F: 3 clusters Score -238360.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -238643.296875 Penalty: 3883.102051
	Iteration 2F: 3 clusters Score -238643.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -238934.984375 Penalty: 3883.102051
	Iteration 3F: 3 clusters Score -238935 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -239290.187500 Penalty: 3883.102051
	Iteration 4F: 3 clusters Score -239290.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -239519.375000 Penalty: 3883.102051
	Iteration 5F: 3 clusters Score -239519.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -239669.546875 Penalty: 3883.102051
	Iteration 6Q: 3 clusters Score -239669.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -239754.000000 Penalty: 3883.102051
	Iteration 7Q: 3 clusters Score -239754 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -239821.546875 Penalty: 3883.102051
	Iteration 8Q: 3 clusters Score -239821.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -239868.328125 Penalty: 3883.102051
	Iteration 9Q: 3 clusters Score -239868.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -239902.093750 Penalty: 3883.102051
	Iteration 10Q: 3 clusters Score -239902.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -239915.265625 Penalty: 3883.102051
	Iteration 11Q: 3 clusters Score -239915.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -239925.437500 Penalty: 3883.102051
	Iteration 12Q: 3 clusters Score -239925.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -239929.546875 Penalty: 3883.102051
	Iteration 13Q: 3 clusters Score -239929.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -239932.437500 Penalty: 3883.102051
	Iteration 14Q: 3 clusters Score -239932.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -239936.578125 Penalty: 3883.102051
	Iteration 15Q: 3 clusters Score -239936.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -239937.734375 Penalty: 3883.102051
	Iteration 16Q: 3 clusters Score -239937.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -239938.671875 Penalty: 3883.102051
	Iteration 17Q: 3 clusters Score -239938.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -239938.734375 Penalty: 3883.102051
	Iteration 18Q: 3 clusters Score -239938.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -239939.265625 Penalty: 3883.102051
	Iteration 19Q: 3 clusters Score -239939.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -239939.265625 Penalty: 3883.102051
	Iteration 20F: 3 clusters Score -239939.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -341449.093750 Penalty: 2129.135986
	Iteration 0F: 2 clusters Score -341449.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -336767.968750 Penalty: 4258.271973
	Iteration 0F: 3 clusters Score -336768 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -338154.781250 Penalty: 4258.271973
	Iteration 1F: 3 clusters Score -338154.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -338563.093750 Penalty: 4258.271973
	Iteration 2F: 3 clusters Score -338563.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -338848.781250 Penalty: 4258.271973
	Iteration 3F: 3 clusters Score -338848.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -339055.312500 Penalty: 4258.271973
	Iteration 4F: 3 clusters Score -339055.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -339218.187500 Penalty: 4258.271973
	Iteration 5Q: 3 clusters Score -339218.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -339340.093750 Penalty: 4258.271973
	Iteration 6Q: 3 clusters Score -339340.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -339445.968750 Penalty: 4258.271973
	Iteration 7Q: 3 clusters Score -339446 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -339545.937500 Penalty: 4258.271973
	Iteration 8Q: 3 clusters Score -339545.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -339650.875000 Penalty: 4258.271973
	Iteration 9Q: 3 clusters Score -339650.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -339744.531250 Penalty: 4258.271973
	Iteration 10Q: 3 clusters Score -339744.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -339820.625000 Penalty: 4258.271973
	Iteration 11Q: 3 clusters Score -339820.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -339880.000000 Penalty: 4258.271973
	Iteration 12Q: 3 clusters Score -339880 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -339942.093750 Penalty: 4258.271973
	Iteration 13Q: 3 clusters Score -339942.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -340016.062500 Penalty: 4258.271973
	Iteration 14Q: 3 clusters Score -340016.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -340088.250000 Penalty: 4258.271973
	Iteration 15Q: 3 clusters Score -340088.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -340157.781250 Penalty: 4258.271973
	Iteration 16Q: 3 clusters Score -340157.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -340237.593750 Penalty: 4258.271973
	Iteration 17Q: 3 clusters Score -340237.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -340315.562500 Penalty: 4258.271973
	Iteration 18Q: 3 clusters Score -340315.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -340409.437500 Penalty: 4258.271973
	Iteration 19Q: 3 clusters Score -340409.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -340480.062500 Penalty: 4258.271973
	Iteration 20F: 3 clusters Score -340480.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -340526.437500 Penalty: 4258.271973
	Iteration 21Q: 3 clusters Score -340526.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -340557.218750 Penalty: 4258.271973
	Iteration 22Q: 3 clusters Score -340557.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -340581.343750 Penalty: 4258.271973
	Iteration 23Q: 3 clusters Score -340581.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -340598.968750 Penalty: 4258.271973
	Iteration 24Q: 3 clusters Score -340599 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -340612.031250 Penalty: 4258.271973
	Iteration 25Q: 3 clusters Score -340612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -340624.218750 Penalty: 4258.271973
	Iteration 26Q: 3 clusters Score -340624.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -340632.625000 Penalty: 4258.271973
	Iteration 27Q: 3 clusters Score -340632.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -340639.750000 Penalty: 4258.271973
	Iteration 28Q: 3 clusters Score -340639.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -340646.437500 Penalty: 4258.271973
	Iteration 29Q: 3 clusters Score -340646.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -340651.062500 Penalty: 4258.271973
	Iteration 30Q: 3 clusters Score -340651.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -340655.125000 Penalty: 4258.271973
	Iteration 31Q: 3 clusters Score -340655.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -340658.687500 Penalty: 4258.271973
	Iteration 32Q: 3 clusters Score -340658.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -340661.375000 Penalty: 4258.271973
	Iteration 33Q: 3 clusters Score -340661.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -340664.125000 Penalty: 4258.271973
	Iteration 34Q: 3 clusters Score -340664.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -340665.500000 Penalty: 4258.271973
	Iteration 35Q: 3 clusters Score -340665.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -340669.375000 Penalty: 4258.271973
	Iteration 36Q: 3 clusters Score -340669.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -340673.500000 Penalty: 4258.271973
	Iteration 37Q: 3 clusters Score -340673.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -340674.906250 Penalty: 4258.271973
	Iteration 38Q: 3 clusters Score -340674.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -340676.250000 Penalty: 4258.271973
	Iteration 39Q: 3 clusters Score -340676.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -340679.125000 Penalty: 4258.271973
	Iteration 40F: 3 clusters Score -340679.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -340682.031250 Penalty: 4258.271973
	Iteration 41Q: 3 clusters Score -340682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -340686.281250 Penalty: 4258.271973
	Iteration 42Q: 3 clusters Score -340686.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -340687.156250 Penalty: 4258.271973
	Iteration 43Q: 3 clusters Score -340687.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -340688.625000 Penalty: 4258.271973
	Iteration 44Q: 3 clusters Score -340688.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -340692.875000 Penalty: 4258.271973
	Iteration 45Q: 3 clusters Score -340692.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -340698.656250 Penalty: 4258.271973
	Iteration 46Q: 3 clusters Score -340698.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -340705.343750 Penalty: 4258.271973
	Iteration 47Q: 3 clusters Score -340705.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -340708.937500 Penalty: 4258.271973
	Iteration 48Q: 3 clusters Score -340708.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -340712.687500 Penalty: 4258.271973
	Iteration 49Q: 3 clusters Score -340712.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -340717.343750 Penalty: 4258.271973
	Iteration 50Q: 3 clusters Score -340717.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -340721.468750 Penalty: 4258.271973
	Iteration 51Q: 3 clusters Score -340721.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -340723.968750 Penalty: 4258.271973
	Iteration 52Q: 3 clusters Score -340724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -340724.062500 Penalty: 4258.271973
	Iteration 53Q: 3 clusters Score -340724.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -340724.062500 Penalty: 4258.271973
	Iteration 54F: 3 clusters Score -340724.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (8515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Entering Unmasked Estep 
Score: -921566.812500 Penalty: 2244.296875
	Iteration 0F: 2 clusters Score -921566.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -914796.687500 Penalty: 4488.593750
	Iteration 0F: 3 clusters Score -914796.7 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -916618.937500 Penalty: 4488.593750
	Iteration 1F: 3 clusters Score -916618.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -916880.437500 Penalty: 4488.593750
	Iteration 2F: 3 clusters Score -916880.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -917110.062500 Penalty: 4488.593750
	Iteration 3F: 3 clusters Score -917110.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -917334.875000 Penalty: 4488.593750
	Iteration 4Q: 3 clusters Score -917334.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -917554.125000 Penalty: 4488.593750
	Iteration 5Q: 3 clusters Score -917554.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -917830.500000 Penalty: 4488.593750
	Iteration 6Q: 3 clusters Score -917830.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -918159.125000 Penalty: 4488.593750
	Iteration 7F: 3 clusters Score -918159.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -918501.187500 Penalty: 4488.593750
	Iteration 8F: 3 clusters Score -918501.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -918824.625000 Penalty: 4488.593750
	Iteration 9F: 3 clusters Score -918824.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -919063.625000 Penalty: 4488.593750
	Iteration 10Q: 3 clusters Score -919063.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -919285.500000 Penalty: 4488.593750
	Iteration 11Q: 3 clusters Score -919285.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -919448.375000 Penalty: 4488.593750
	Iteration 12Q: 3 clusters Score -919448.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -919567.062500 Penalty: 4488.593750
	Iteration 13Q: 3 clusters Score -919567.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -919642.437500 Penalty: 4488.593750
	Iteration 14Q: 3 clusters Score -919642.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -919702.937500 Penalty: 4488.593750
	Iteration 15Q: 3 clusters Score -919702.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -919759.500000 Penalty: 4488.593750
	Iteration 16Q: 3 clusters Score -919759.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -919811.750000 Penalty: 4488.593750
	Iteration 17Q: 3 clusters Score -919811.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -919857.750000 Penalty: 4488.593750
	Iteration 18Q: 3 clusters Score -919857.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -919892.875000 Penalty: 4488.593750
	Iteration 19Q: 3 clusters Score -919892.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -919921.750000 Penalty: 4488.593750
	Iteration 20F: 3 clusters Score -919921.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -919946.125000 Penalty: 4488.593750
	Iteration 21Q: 3 clusters Score -919946.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -919968.125000 Penalty: 4488.593750
	Iteration 22Q: 3 clusters Score -919968.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -919988.125000 Penalty: 4488.593750
	Iteration 23Q: 3 clusters Score -919988.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -919994.937500 Penalty: 4488.593750
	Iteration 24Q: 3 clusters Score -919994.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -920005.000000 Penalty: 4488.593750
	Iteration 25Q: 3 clusters Score -920005 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -920020.000000 Penalty: 4488.593750
	Iteration 26Q: 3 clusters Score -920020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -920030.875000 Penalty: 4488.593750
	Iteration 27Q: 3 clusters Score -920030.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -920037.812500 Penalty: 4488.593750
	Iteration 28Q: 3 clusters Score -920037.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -920045.625000 Penalty: 4488.593750
	Iteration 29Q: 3 clusters Score -920045.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -920058.062500 Penalty: 4488.593750
	Iteration 30Q: 3 clusters Score -920058.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -920071.125000 Penalty: 4488.593750
	Iteration 31Q: 3 clusters Score -920071.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -920087.812500 Penalty: 4488.593750
	Iteration 32Q: 3 clusters Score -920087.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -920104.000000 Penalty: 4488.593750
	Iteration 33Q: 3 clusters Score -920104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -920123.250000 Penalty: 4488.593750
	Iteration 34Q: 3 clusters Score -920123.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -920138.937500 Penalty: 4488.593750
	Iteration 35Q: 3 clusters Score -920138.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -920152.375000 Penalty: 4488.593750
	Iteration 36Q: 3 clusters Score -920152.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -920166.187500 Penalty: 4488.593750
	Iteration 37Q: 3 clusters Score -920166.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -920177.375000 Penalty: 4488.593750
	Iteration 38Q: 3 clusters Score -920177.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -920185.500000 Penalty: 4488.593750
	Iteration 39Q: 3 clusters Score -920185.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -920190.062500 Penalty: 4488.593750
	Iteration 40F: 3 clusters Score -920190.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -920192.437500 Penalty: 4488.593750
	Iteration 41Q: 3 clusters Score -920192.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -920194.000000 Penalty: 4488.593750
	Iteration 42Q: 3 clusters Score -920194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -920194.500000 Penalty: 4488.593750
	Iteration 43Q: 3 clusters Score -920194.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -920194.875000 Penalty: 4488.593750
	Iteration 44Q: 3 clusters Score -920194.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -920194.500000 Penalty: 4488.593750
	Iteration 45Q: 3 clusters Score -920194.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -920196.250000 Penalty: 4488.593750
	Iteration 46Q: 3 clusters Score -920196.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -920196.250000 Penalty: 4488.593750
	Iteration 47F: 3 clusters Score -920196.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Entering Unmasked Estep 
Score: -802022.437500 Penalty: 2212.355957
	Iteration 0F: 2 clusters Score -802022.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -795921.062500 Penalty: 4424.711914
	Iteration 0F: 3 clusters Score -795921.1 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -797551.937500 Penalty: 4424.711914
	Iteration 1F: 3 clusters Score -797551.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -797814.500000 Penalty: 4424.711914
	Iteration 2F: 3 clusters Score -797814.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -798017.125000 Penalty: 4424.711914
	Iteration 3F: 3 clusters Score -798017.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -798186.750000 Penalty: 4424.711914
	Iteration 4Q: 3 clusters Score -798186.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -798318.000000 Penalty: 4424.711914
	Iteration 5Q: 3 clusters Score -798318 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -798420.625000 Penalty: 4424.711914
	Iteration 6Q: 3 clusters Score -798420.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -798511.062500 Penalty: 4424.711914
	Iteration 7Q: 3 clusters Score -798511.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -798575.937500 Penalty: 4424.711914
	Iteration 8Q: 3 clusters Score -798575.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -798634.750000 Penalty: 4424.711914
	Iteration 9Q: 3 clusters Score -798634.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -798696.562500 Penalty: 4424.711914
	Iteration 10Q: 3 clusters Score -798696.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -798749.812500 Penalty: 4424.711914
	Iteration 11Q: 3 clusters Score -798749.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -798806.562500 Penalty: 4424.711914
	Iteration 12Q: 3 clusters Score -798806.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -798864.437500 Penalty: 4424.711914
	Iteration 13Q: 3 clusters Score -798864.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -798919.687500 Penalty: 4424.711914
	Iteration 14Q: 3 clusters Score -798919.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -798974.562500 Penalty: 4424.711914
	Iteration 15Q: 3 clusters Score -798974.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -799031.375000 Penalty: 4424.711914
	Iteration 16Q: 3 clusters Score -799031.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -799125.437500 Penalty: 4424.711914
	Iteration 17Q: 3 clusters Score -799125.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -799267.562500 Penalty: 4424.711914
	Iteration 18Q: 3 clusters Score -799267.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -799492.437500 Penalty: 4424.711914
	Iteration 19Q: 3 clusters Score -799492.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -799839.937500 Penalty: 4424.711914
	Iteration 20F: 3 clusters Score -799839.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -800216.687500 Penalty: 4424.711914
	Iteration 21Q: 3 clusters Score -800216.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -800658.000000 Penalty: 4424.711914
	Iteration 22Q: 3 clusters Score -800658 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -801160.062500 Penalty: 4424.711914
	Iteration 23Q: 3 clusters Score -801160.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -801523.062500 Penalty: 4424.711914
	Iteration 24Q: 3 clusters Score -801523.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -801670.437500 Penalty: 4424.711914
	Iteration 25Q: 3 clusters Score -801670.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -801713.812500 Penalty: 4424.711914
	Iteration 26Q: 3 clusters Score -801713.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -801723.562500 Penalty: 4424.711914
	Iteration 27Q: 3 clusters Score -801723.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -801729.250000 Penalty: 4424.711914
	Iteration 28Q: 3 clusters Score -801729.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -801731.375000 Penalty: 4424.711914
	Iteration 29Q: 3 clusters Score -801731.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -801731.250000 Penalty: 4424.711914
	Iteration 30Q: 3 clusters Score -801731.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -801730.687500 Penalty: 4424.711914
	Iteration 31Q: 3 clusters Score -801730.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -801730.687500 Penalty: 4424.711914
	Iteration 32F: 3 clusters Score -801730.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (26843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Entering Unmasked Estep 
Score: -2947496.500000 Penalty: 2529.044678
	Iteration 0F: 2 clusters Score -2947496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2928828.250000 Penalty: 5058.089355
	Iteration 0F: 3 clusters Score -2928828 nChanged 12088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2935666.000000 Penalty: 5058.089355
	Iteration 1F: 3 clusters Score -2935666 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -2936185.750000 Penalty: 5058.089355
	Iteration 2F: 3 clusters Score -2936186 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2936678.750000 Penalty: 5058.089355
	Iteration 3Q: 3 clusters Score -2936679 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -2937141.500000 Penalty: 5058.089355
	Iteration 4Q: 3 clusters Score -2937142 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2937591.000000 Penalty: 5058.089355
	Iteration 5Q: 3 clusters Score -2937591 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2938102.750000 Penalty: 5058.089355
	Iteration 6Q: 3 clusters Score -2938103 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2938600.250000 Penalty: 5058.089355
	Iteration 7Q: 3 clusters Score -2938600 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2939147.250000 Penalty: 5058.089355
	Iteration 8Q: 3 clusters Score -2939147 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2939714.000000 Penalty: 5058.089355
	Iteration 9Q: 3 clusters Score -2939714 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2940311.250000 Penalty: 5058.089355
	Iteration 10Q: 3 clusters Score -2940311 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2940960.000000 Penalty: 5058.089355
	Iteration 11Q: 3 clusters Score -2940960 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2941561.250000 Penalty: 5058.089355
	Iteration 12Q: 3 clusters Score -2941561 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2942070.250000 Penalty: 5058.089355
	Iteration 13Q: 3 clusters Score -2942070 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2942526.250000 Penalty: 5058.089355
	Iteration 14Q: 3 clusters Score -2942526 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -2942947.750000 Penalty: 5058.089355
	Iteration 15Q: 3 clusters Score -2942948 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -2943331.000000 Penalty: 5058.089355
	Iteration 16Q: 3 clusters Score -2943331 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2943711.250000 Penalty: 5058.089355
	Iteration 17Q: 3 clusters Score -2943711 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2944020.500000 Penalty: 5058.089355
	Iteration 18Q: 3 clusters Score -2944020 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2944276.500000 Penalty: 5058.089355
	Iteration 19Q: 3 clusters Score -2944276 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2944443.250000 Penalty: 5058.089355
	Iteration 20F: 3 clusters Score -2944443 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2944583.000000 Penalty: 5058.089355
	Iteration 21Q: 3 clusters Score -2944583 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2944672.000000 Penalty: 5058.089355
	Iteration 22Q: 3 clusters Score -2944672 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2944758.250000 Penalty: 5058.089355
	Iteration 23Q: 3 clusters Score -2944758 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2944826.250000 Penalty: 5058.089355
	Iteration 24Q: 3 clusters Score -2944826 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2944889.500000 Penalty: 5058.089355
	Iteration 25Q: 3 clusters Score -2944890 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2944931.750000 Penalty: 5058.089355
	Iteration 26Q: 3 clusters Score -2944932 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2944967.750000 Penalty: 5058.089355
	Iteration 27Q: 3 clusters Score -2944968 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2945009.000000 Penalty: 5058.089355
	Iteration 28Q: 3 clusters Score -2945009 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2945040.500000 Penalty: 5058.089355
	Iteration 29Q: 3 clusters Score -2945040 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2945062.000000 Penalty: 5058.089355
	Iteration 30Q: 3 clusters Score -2945062 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2945068.500000 Penalty: 5058.089355
	Iteration 31Q: 3 clusters Score -2945068 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2945094.000000 Penalty: 5058.089355
	Iteration 32Q: 3 clusters Score -2945094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2945098.500000 Penalty: 5058.089355
	Iteration 33Q: 3 clusters Score -2945098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2945109.000000 Penalty: 5058.089355
	Iteration 34Q: 3 clusters Score -2945109 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2945125.250000 Penalty: 5058.089355
	Iteration 35Q: 3 clusters Score -2945125 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2945138.250000 Penalty: 5058.089355
	Iteration 36Q: 3 clusters Score -2945138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2945157.000000 Penalty: 5058.089355
	Iteration 37Q: 3 clusters Score -2945157 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2945171.000000 Penalty: 5058.089355
	Iteration 38Q: 3 clusters Score -2945171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2945176.750000 Penalty: 5058.089355
	Iteration 39Q: 3 clusters Score -2945177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2945186.750000 Penalty: 5058.089355
	Iteration 40F: 3 clusters Score -2945187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2945187.000000 Penalty: 5058.089355
	Iteration 41Q: 3 clusters Score -2945187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2945191.000000 Penalty: 5058.089355
	Iteration 42Q: 3 clusters Score -2945191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2945186.000000 Penalty: 5058.089355
	Iteration 43Q: 3 clusters Score -2945186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2945187.250000 Penalty: 5058.089355
	Iteration 44Q: 3 clusters Score -2945187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2945193.750000 Penalty: 5058.089355
	Iteration 45Q: 3 clusters Score -2945194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2945200.250000 Penalty: 5058.089355
	Iteration 46Q: 3 clusters Score -2945200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2945205.750000 Penalty: 5058.089355
	Iteration 47Q: 3 clusters Score -2945206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2945207.750000 Penalty: 5058.089355
	Iteration 48Q: 3 clusters Score -2945208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2945213.750000 Penalty: 5058.089355
	Iteration 49Q: 3 clusters Score -2945214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2945215.250000 Penalty: 5058.089355
	Iteration 50Q: 3 clusters Score -2945215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2945213.500000 Penalty: 5058.089355
	Iteration 51Q: 3 clusters Score -2945214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2945213.000000 Penalty: 5058.089355
	Iteration 52Q: 3 clusters Score -2945213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2945212.500000 Penalty: 5058.089355
	Iteration 53Q: 3 clusters Score -2945212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2945212.500000 Penalty: 5058.089355
	Iteration 54F: 3 clusters Score -2945212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Entering Unmasked Estep 
Score: -838842.750000 Penalty: 2223.941162
	Iteration 0F: 2 clusters Score -838842.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -832603.750000 Penalty: 4447.882324
	Iteration 0F: 3 clusters Score -832603.8 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -834478.562500 Penalty: 4447.882324
	Iteration 1F: 3 clusters Score -834478.6 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -834930.625000 Penalty: 4447.882324
	Iteration 2F: 3 clusters Score -834930.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -835269.562500 Penalty: 4447.882324
	Iteration 3F: 3 clusters Score -835269.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -835617.125000 Penalty: 4447.882324
	Iteration 4F: 3 clusters Score -835617.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -835975.937500 Penalty: 4447.882324
	Iteration 5F: 3 clusters Score -835975.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -836300.812500 Penalty: 4447.882324
	Iteration 6F: 3 clusters Score -836300.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -836620.562500 Penalty: 4447.882324
	Iteration 7Q: 3 clusters Score -836620.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -836896.687500 Penalty: 4447.882324
	Iteration 8Q: 3 clusters Score -836896.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -837117.875000 Penalty: 4447.882324
	Iteration 9Q: 3 clusters Score -837117.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -837275.062500 Penalty: 4447.882324
	Iteration 10Q: 3 clusters Score -837275.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -837397.375000 Penalty: 4447.882324
	Iteration 11Q: 3 clusters Score -837397.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -837476.187500 Penalty: 4447.882324
	Iteration 12Q: 3 clusters Score -837476.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -837539.312500 Penalty: 4447.882324
	Iteration 13Q: 3 clusters Score -837539.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -837593.250000 Penalty: 4447.882324
	Iteration 14Q: 3 clusters Score -837593.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -837623.687500 Penalty: 4447.882324
	Iteration 15Q: 3 clusters Score -837623.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -837652.312500 Penalty: 4447.882324
	Iteration 16Q: 3 clusters Score -837652.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -837677.875000 Penalty: 4447.882324
	Iteration 17Q: 3 clusters Score -837677.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -837705.500000 Penalty: 4447.882324
	Iteration 18Q: 3 clusters Score -837705.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -837731.750000 Penalty: 4447.882324
	Iteration 19Q: 3 clusters Score -837731.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -837751.250000 Penalty: 4447.882324
	Iteration 20F: 3 clusters Score -837751.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -837763.937500 Penalty: 4447.882324
	Iteration 21Q: 3 clusters Score -837763.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -837772.687500 Penalty: 4447.882324
	Iteration 22Q: 3 clusters Score -837772.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -837781.375000 Penalty: 4447.882324
	Iteration 23Q: 3 clusters Score -837781.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -837782.125000 Penalty: 4447.882324
	Iteration 24Q: 3 clusters Score -837782.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -837782.125000 Penalty: 4447.882324
	Iteration 25F: 3 clusters Score -837782.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -73739.093750 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -73739.09 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 398 members 
Entering Unmasked Estep 
Score: -71992.726562 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -71992.73 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -72276.195312 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -72276.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -72397.515625 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -72397.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -72467.812500 Penalty: 3292.729736
	Iteration 3Q: 3 clusters Score -72467.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -72533.218750 Penalty: 3292.729736
	Iteration 4Q: 3 clusters Score -72533.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -72587.000000 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -72587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -72642.039062 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -72642.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -72720.890625 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -72720.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -72790.023438 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -72790.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -72872.289062 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -72872.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -72983.632812 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -72983.63 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -73224.867188 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -73224.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -73339.929688 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -73339.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -73412.859375 Penalty: 3292.729736
	Iteration 13Q: 3 clusters Score -73412.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -73449.898438 Penalty: 3292.729736
	Iteration 14Q: 3 clusters Score -73449.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -73461.773438 Penalty: 3292.729736
	Iteration 15Q: 3 clusters Score -73461.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -73467.367188 Penalty: 3292.729736
	Iteration 16Q: 3 clusters Score -73467.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -73472.218750 Penalty: 3292.729736
	Iteration 17Q: 3 clusters Score -73472.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -73475.000000 Penalty: 3292.729736
	Iteration 18Q: 3 clusters Score -73475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -73475.000000 Penalty: 3292.729736
	Iteration 19F: 3 clusters Score -73475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -33668.375000 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -33668.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32346.277344 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -32346.28 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32451.943359 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -32451.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32469.660156 Penalty: 2885.287109
	Iteration 2Q: 3 clusters Score -32469.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32478.431641 Penalty: 2885.287109
	Iteration 3Q: 3 clusters Score -32478.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32487.054688 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -32487.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32487.054688 Penalty: 2885.287109
	Iteration 5F: 3 clusters Score -32487.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Entering Unmasked Estep 
Score: -128979.171875 Penalty: 1773.762695
	Iteration 0F: 2 clusters Score -128979.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -126835.742188 Penalty: 3547.525391
	Iteration 0F: 3 clusters Score -126835.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -127119.476562 Penalty: 3547.525391
	Iteration 1F: 3 clusters Score -127119.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -127193.570312 Penalty: 3547.525391
	Iteration 2F: 3 clusters Score -127193.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -127248.632812 Penalty: 3547.525391
	Iteration 3Q: 3 clusters Score -127248.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -127281.257812 Penalty: 3547.525391
	Iteration 4Q: 3 clusters Score -127281.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -127297.593750 Penalty: 3547.525391
	Iteration 5Q: 3 clusters Score -127297.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -127306.625000 Penalty: 3547.525391
	Iteration 6Q: 3 clusters Score -127306.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -127308.734375 Penalty: 3547.525391
	Iteration 7Q: 3 clusters Score -127308.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -127312.656250 Penalty: 3547.525391
	Iteration 8Q: 3 clusters Score -127312.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -127320.531250 Penalty: 3547.525391
	Iteration 9Q: 3 clusters Score -127320.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -127325.687500 Penalty: 3547.525391
	Iteration 10Q: 3 clusters Score -127325.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -127332.281250 Penalty: 3547.525391
	Iteration 11Q: 3 clusters Score -127332.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -127333.179688 Penalty: 3547.525391
	Iteration 12Q: 3 clusters Score -127333.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -127335.023438 Penalty: 3547.525391
	Iteration 13Q: 3 clusters Score -127335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -127335.023438 Penalty: 3547.525391
	Iteration 14F: 3 clusters Score -127335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (11120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Entering Unmasked Estep 
Score: -886074.375000 Penalty: 2310.492188
	Iteration 0F: 2 clusters Score -886074.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -877770.875000 Penalty: 4620.984375
	Iteration 0F: 3 clusters Score -877770.9 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -880440.062500 Penalty: 4620.984375
	Iteration 1F: 3 clusters Score -880440.1 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -881076.437500 Penalty: 4620.984375
	Iteration 2F: 3 clusters Score -881076.4 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -881678.750000 Penalty: 4620.984375
	Iteration 3F: 3 clusters Score -881678.8 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -882279.000000 Penalty: 4620.984375
	Iteration 4F: 3 clusters Score -882279 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -882721.187500 Penalty: 4620.984375
	Iteration 5F: 3 clusters Score -882721.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -883042.562500 Penalty: 4620.984375
	Iteration 6Q: 3 clusters Score -883042.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -883277.437500 Penalty: 4620.984375
	Iteration 7Q: 3 clusters Score -883277.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -883443.312500 Penalty: 4620.984375
	Iteration 8Q: 3 clusters Score -883443.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -883573.875000 Penalty: 4620.984375
	Iteration 9Q: 3 clusters Score -883573.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -883682.812500 Penalty: 4620.984375
	Iteration 10Q: 3 clusters Score -883682.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -883756.125000 Penalty: 4620.984375
	Iteration 11Q: 3 clusters Score -883756.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -883834.062500 Penalty: 4620.984375
	Iteration 12Q: 3 clusters Score -883834.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -883899.687500 Penalty: 4620.984375
	Iteration 13Q: 3 clusters Score -883899.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -883953.562500 Penalty: 4620.984375
	Iteration 14Q: 3 clusters Score -883953.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -884002.437500 Penalty: 4620.984375
	Iteration 15Q: 3 clusters Score -884002.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -884036.937500 Penalty: 4620.984375
	Iteration 16Q: 3 clusters Score -884036.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -884064.312500 Penalty: 4620.984375
	Iteration 17Q: 3 clusters Score -884064.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -884088.875000 Penalty: 4620.984375
	Iteration 18Q: 3 clusters Score -884088.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -884111.437500 Penalty: 4620.984375
	Iteration 19Q: 3 clusters Score -884111.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -884136.937500 Penalty: 4620.984375
	Iteration 20F: 3 clusters Score -884136.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -884164.812500 Penalty: 4620.984375
	Iteration 21Q: 3 clusters Score -884164.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -884191.375000 Penalty: 4620.984375
	Iteration 22Q: 3 clusters Score -884191.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -884210.937500 Penalty: 4620.984375
	Iteration 23Q: 3 clusters Score -884210.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -884229.687500 Penalty: 4620.984375
	Iteration 24Q: 3 clusters Score -884229.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -884241.750000 Penalty: 4620.984375
	Iteration 25Q: 3 clusters Score -884241.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -884263.812500 Penalty: 4620.984375
	Iteration 26Q: 3 clusters Score -884263.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -884282.312500 Penalty: 4620.984375
	Iteration 27Q: 3 clusters Score -884282.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -884299.500000 Penalty: 4620.984375
	Iteration 28Q: 3 clusters Score -884299.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -884323.187500 Penalty: 4620.984375
	Iteration 29Q: 3 clusters Score -884323.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -884346.187500 Penalty: 4620.984375
	Iteration 30Q: 3 clusters Score -884346.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -884365.937500 Penalty: 4620.984375
	Iteration 31Q: 3 clusters Score -884365.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -884385.750000 Penalty: 4620.984375
	Iteration 32Q: 3 clusters Score -884385.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -884408.937500 Penalty: 4620.984375
	Iteration 33Q: 3 clusters Score -884408.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -884428.312500 Penalty: 4620.984375
	Iteration 34Q: 3 clusters Score -884428.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -884450.062500 Penalty: 4620.984375
	Iteration 35Q: 3 clusters Score -884450.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -884459.437500 Penalty: 4620.984375
	Iteration 36Q: 3 clusters Score -884459.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -884472.000000 Penalty: 4620.984375
	Iteration 37Q: 3 clusters Score -884472 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -884486.500000 Penalty: 4620.984375
	Iteration 38Q: 3 clusters Score -884486.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -884496.000000 Penalty: 4620.984375
	Iteration 39Q: 3 clusters Score -884496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -884501.062500 Penalty: 4620.984375
	Iteration 40F: 3 clusters Score -884501.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -884504.812500 Penalty: 4620.984375
	Iteration 41Q: 3 clusters Score -884504.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -884511.875000 Penalty: 4620.984375
	Iteration 42Q: 3 clusters Score -884511.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -884515.687500 Penalty: 4620.984375
	Iteration 43Q: 3 clusters Score -884515.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -884518.750000 Penalty: 4620.984375
	Iteration 44Q: 3 clusters Score -884518.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -884520.687500 Penalty: 4620.984375
	Iteration 45Q: 3 clusters Score -884520.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -884523.187500 Penalty: 4620.984375
	Iteration 46Q: 3 clusters Score -884523.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -884524.812500 Penalty: 4620.984375
	Iteration 47Q: 3 clusters Score -884524.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -884530.500000 Penalty: 4620.984375
	Iteration 48Q: 3 clusters Score -884530.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -884531.687500 Penalty: 4620.984375
	Iteration 49Q: 3 clusters Score -884531.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -884533.750000 Penalty: 4620.984375
	Iteration 50Q: 3 clusters Score -884533.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -884539.750000 Penalty: 4620.984375
	Iteration 51Q: 3 clusters Score -884539.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -884541.125000 Penalty: 4620.984375
	Iteration 52Q: 3 clusters Score -884541.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -884545.875000 Penalty: 4620.984375
	Iteration 53Q: 3 clusters Score -884545.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -884552.750000 Penalty: 4620.984375
	Iteration 54Q: 3 clusters Score -884552.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -884555.687500 Penalty: 4620.984375
	Iteration 55Q: 3 clusters Score -884555.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -884557.062500 Penalty: 4620.984375
	Iteration 56Q: 3 clusters Score -884557.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -884562.250000 Penalty: 4620.984375
	Iteration 57Q: 3 clusters Score -884562.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -884563.375000 Penalty: 4620.984375
	Iteration 58Q: 3 clusters Score -884563.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -884562.437500 Penalty: 4620.984375
	Iteration 59Q: 3 clusters Score -884562.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -884568.375000 Penalty: 4620.984375
	Iteration 60F: 3 clusters Score -884568.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -884571.812500 Penalty: 4620.984375
	Iteration 61Q: 3 clusters Score -884571.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -884572.812500 Penalty: 4620.984375
	Iteration 62Q: 3 clusters Score -884572.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -884573.062500 Penalty: 4620.984375
	Iteration 63Q: 3 clusters Score -884573.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -884574.062500 Penalty: 4620.984375
	Iteration 64Q: 3 clusters Score -884574.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -884575.812500 Penalty: 4620.984375
	Iteration 65Q: 3 clusters Score -884575.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -884575.125000 Penalty: 4620.984375
	Iteration 66Q: 3 clusters Score -884575.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -884575.687500 Penalty: 4620.984375
	Iteration 67Q: 3 clusters Score -884575.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -884575.312500 Penalty: 4620.984375
	Iteration 68Q: 3 clusters Score -884575.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -884575.062500 Penalty: 4620.984375
	Iteration 69Q: 3 clusters Score -884575.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -884575.062500 Penalty: 4620.984375
	Iteration 70F: 3 clusters Score -884575.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Entering Unmasked Estep 
Score: -593824.875000 Penalty: 2136.486328
	Iteration 0F: 2 clusters Score -593824.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -589014.187500 Penalty: 4272.972656
	Iteration 0F: 3 clusters Score -589014.2 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -590140.250000 Penalty: 4272.972656
	Iteration 1F: 3 clusters Score -590140.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -590374.875000 Penalty: 4272.972656
	Iteration 2F: 3 clusters Score -590374.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -590523.875000 Penalty: 4272.972656
	Iteration 3Q: 3 clusters Score -590523.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -590703.000000 Penalty: 4272.972656
	Iteration 4Q: 3 clusters Score -590703 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -590990.437500 Penalty: 4272.972656
	Iteration 5Q: 3 clusters Score -590990.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -591410.812500 Penalty: 4272.972656
	Iteration 6Q: 3 clusters Score -591410.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -591845.250000 Penalty: 4272.972656
	Iteration 7F: 3 clusters Score -591845.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -592175.187500 Penalty: 4272.972656
	Iteration 8F: 3 clusters Score -592175.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -592445.125000 Penalty: 4272.972656
	Iteration 9F: 3 clusters Score -592445.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -592675.500000 Penalty: 4272.972656
	Iteration 10F: 3 clusters Score -592675.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -592912.000000 Penalty: 4272.972656
	Iteration 11Q: 3 clusters Score -592912 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -593129.812500 Penalty: 4272.972656
	Iteration 12Q: 3 clusters Score -593129.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -593301.625000 Penalty: 4272.972656
	Iteration 13Q: 3 clusters Score -593301.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -593439.437500 Penalty: 4272.972656
	Iteration 14Q: 3 clusters Score -593439.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -593523.500000 Penalty: 4272.972656
	Iteration 15Q: 3 clusters Score -593523.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -593565.812500 Penalty: 4272.972656
	Iteration 16Q: 3 clusters Score -593565.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -593588.625000 Penalty: 4272.972656
	Iteration 17Q: 3 clusters Score -593588.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -593607.500000 Penalty: 4272.972656
	Iteration 18Q: 3 clusters Score -593607.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -593617.562500 Penalty: 4272.972656
	Iteration 19Q: 3 clusters Score -593617.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -593625.375000 Penalty: 4272.972656
	Iteration 20F: 3 clusters Score -593625.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -593630.500000 Penalty: 4272.972656
	Iteration 21Q: 3 clusters Score -593630.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -593633.937500 Penalty: 4272.972656
	Iteration 22Q: 3 clusters Score -593633.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -593637.250000 Penalty: 4272.972656
	Iteration 23Q: 3 clusters Score -593637.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -593641.437500 Penalty: 4272.972656
	Iteration 24Q: 3 clusters Score -593641.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -593642.312500 Penalty: 4272.972656
	Iteration 25Q: 3 clusters Score -593642.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -593643.187500 Penalty: 4272.972656
	Iteration 26Q: 3 clusters Score -593643.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -593645.750000 Penalty: 4272.972656
	Iteration 27Q: 3 clusters Score -593645.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -593648.125000 Penalty: 4272.972656
	Iteration 28Q: 3 clusters Score -593648.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -593651.750000 Penalty: 4272.972656
	Iteration 29Q: 3 clusters Score -593651.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -593656.312500 Penalty: 4272.972656
	Iteration 30Q: 3 clusters Score -593656.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -593659.687500 Penalty: 4272.972656
	Iteration 31Q: 3 clusters Score -593659.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -593662.000000 Penalty: 4272.972656
	Iteration 32Q: 3 clusters Score -593662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -593662.125000 Penalty: 4272.972656
	Iteration 33Q: 3 clusters Score -593662.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -593662.125000 Penalty: 4272.972656
	Iteration 34Q: 3 clusters Score -593662.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -593662.750000 Penalty: 4272.972656
	Iteration 35Q: 3 clusters Score -593662.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -593666.000000 Penalty: 4272.972656
	Iteration 36Q: 3 clusters Score -593666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -593667.062500 Penalty: 4272.972656
	Iteration 37Q: 3 clusters Score -593667.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -593669.812500 Penalty: 4272.972656
	Iteration 38Q: 3 clusters Score -593669.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -593670.500000 Penalty: 4272.972656
	Iteration 39Q: 3 clusters Score -593670.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -593670.937500 Penalty: 4272.972656
	Iteration 40F: 3 clusters Score -593670.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -593672.437500 Penalty: 4272.972656
	Iteration 41Q: 3 clusters Score -593672.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -593673.687500 Penalty: 4272.972656
	Iteration 42Q: 3 clusters Score -593673.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -593673.812500 Penalty: 4272.972656
	Iteration 43Q: 3 clusters Score -593673.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -593673.312500 Penalty: 4272.972656
	Iteration 44Q: 3 clusters Score -593673.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -593673.875000 Penalty: 4272.972656
	Iteration 45Q: 3 clusters Score -593673.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -593674.250000 Penalty: 4272.972656
	Iteration 46Q: 3 clusters Score -593674.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -593676.250000 Penalty: 4272.972656
	Iteration 47Q: 3 clusters Score -593676.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -593678.937500 Penalty: 4272.972656
	Iteration 48Q: 3 clusters Score -593678.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -593681.187500 Penalty: 4272.972656
	Iteration 49Q: 3 clusters Score -593681.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -593683.062500 Penalty: 4272.972656
	Iteration 50Q: 3 clusters Score -593683.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -593683.812500 Penalty: 4272.972656
	Iteration 51Q: 3 clusters Score -593683.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -593683.875000 Penalty: 4272.972656
	Iteration 52Q: 3 clusters Score -593683.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -593683.875000 Penalty: 4272.972656
	Iteration 53F: 3 clusters Score -593683.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (25566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Entering Unmasked Estep 
Score: -2216995.250000 Penalty: 2516.956543
	Iteration 0F: 2 clusters Score -2216995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -2199294.250000 Penalty: 5033.913086
	Iteration 0F: 3 clusters Score -2199294 nChanged 11537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2205601.500000 Penalty: 5033.913086
	Iteration 1F: 3 clusters Score -2205602 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2206331.000000 Penalty: 5033.913086
	Iteration 2F: 3 clusters Score -2206331 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -2207041.750000 Penalty: 5033.913086
	Iteration 3F: 3 clusters Score -2207042 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -2207810.000000 Penalty: 5033.913086
	Iteration 4F: 3 clusters Score -2207810 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -2208581.000000 Penalty: 5033.913086
	Iteration 5F: 3 clusters Score -2208581 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -2209304.000000 Penalty: 5033.913086
	Iteration 6F: 3 clusters Score -2209304 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2209942.000000 Penalty: 5033.913086
	Iteration 7F: 3 clusters Score -2209942 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -2210468.500000 Penalty: 5033.913086
	Iteration 8Q: 3 clusters Score -2210468 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2210929.250000 Penalty: 5033.913086
	Iteration 9Q: 3 clusters Score -2210929 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2211325.500000 Penalty: 5033.913086
	Iteration 10Q: 3 clusters Score -2211326 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2211700.250000 Penalty: 5033.913086
	Iteration 11Q: 3 clusters Score -2211700 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2211987.000000 Penalty: 5033.913086
	Iteration 12Q: 3 clusters Score -2211987 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2212207.250000 Penalty: 5033.913086
	Iteration 13Q: 3 clusters Score -2212207 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2212412.250000 Penalty: 5033.913086
	Iteration 14Q: 3 clusters Score -2212412 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2212586.500000 Penalty: 5033.913086
	Iteration 15Q: 3 clusters Score -2212586 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -2212747.750000 Penalty: 5033.913086
	Iteration 16Q: 3 clusters Score -2212748 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2212873.750000 Penalty: 5033.913086
	Iteration 17Q: 3 clusters Score -2212874 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -2212988.500000 Penalty: 5033.913086
	Iteration 18Q: 3 clusters Score -2212988 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -2213096.500000 Penalty: 5033.913086
	Iteration 19Q: 3 clusters Score -2213096 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2213206.000000 Penalty: 5033.913086
	Iteration 20F: 3 clusters Score -2213206 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -2213310.000000 Penalty: 5033.913086
	Iteration 21Q: 3 clusters Score -2213310 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -2213407.250000 Penalty: 5033.913086
	Iteration 22Q: 3 clusters Score -2213407 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -2213510.000000 Penalty: 5033.913086
	Iteration 23Q: 3 clusters Score -2213510 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -2213624.000000 Penalty: 5033.913086
	Iteration 24Q: 3 clusters Score -2213624 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -2213748.000000 Penalty: 5033.913086
	Iteration 25Q: 3 clusters Score -2213748 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -2213875.000000 Penalty: 5033.913086
	Iteration 26Q: 3 clusters Score -2213875 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -2214009.750000 Penalty: 5033.913086
	Iteration 27Q: 3 clusters Score -2214010 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -2214124.750000 Penalty: 5033.913086
	Iteration 28Q: 3 clusters Score -2214125 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -2214208.250000 Penalty: 5033.913086
	Iteration 29Q: 3 clusters Score -2214208 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -2214279.000000 Penalty: 5033.913086
	Iteration 30Q: 3 clusters Score -2214279 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -2214348.750000 Penalty: 5033.913086
	Iteration 31Q: 3 clusters Score -2214349 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -2214414.000000 Penalty: 5033.913086
	Iteration 32Q: 3 clusters Score -2214414 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -2214471.750000 Penalty: 5033.913086
	Iteration 33Q: 3 clusters Score -2214472 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -2214538.250000 Penalty: 5033.913086
	Iteration 34Q: 3 clusters Score -2214538 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -2214582.500000 Penalty: 5033.913086
	Iteration 35Q: 3 clusters Score -2214582 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -2214616.500000 Penalty: 5033.913086
	Iteration 36Q: 3 clusters Score -2214616 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -2214652.000000 Penalty: 5033.913086
	Iteration 37Q: 3 clusters Score -2214652 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -2214688.000000 Penalty: 5033.913086
	Iteration 38Q: 3 clusters Score -2214688 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -2214731.750000 Penalty: 5033.913086
	Iteration 39Q: 3 clusters Score -2214732 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -2214774.750000 Penalty: 5033.913086
	Iteration 40F: 3 clusters Score -2214775 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -2214802.500000 Penalty: 5033.913086
	Iteration 41Q: 3 clusters Score -2214802 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -2214819.250000 Penalty: 5033.913086
	Iteration 42Q: 3 clusters Score -2214819 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -2214849.750000 Penalty: 5033.913086
	Iteration 43Q: 3 clusters Score -2214850 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -2214868.750000 Penalty: 5033.913086
	Iteration 44Q: 3 clusters Score -2214869 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -2214879.000000 Penalty: 5033.913086
	Iteration 45Q: 3 clusters Score -2214879 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -2214894.750000 Penalty: 5033.913086
	Iteration 46Q: 3 clusters Score -2214895 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -2214910.000000 Penalty: 5033.913086
	Iteration 47Q: 3 clusters Score -2214910 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -2214922.250000 Penalty: 5033.913086
	Iteration 48Q: 3 clusters Score -2214922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -2214933.750000 Penalty: 5033.913086
	Iteration 49Q: 3 clusters Score -2214934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -2214950.000000 Penalty: 5033.913086
	Iteration 50Q: 3 clusters Score -2214950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -2214957.000000 Penalty: 5033.913086
	Iteration 51Q: 3 clusters Score -2214957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -2214963.500000 Penalty: 5033.913086
	Iteration 52Q: 3 clusters Score -2214964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -2214971.250000 Penalty: 5033.913086
	Iteration 53Q: 3 clusters Score -2214971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -2214978.250000 Penalty: 5033.913086
	Iteration 54Q: 3 clusters Score -2214978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -2214987.500000 Penalty: 5033.913086
	Iteration 55Q: 3 clusters Score -2214988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -2214995.500000 Penalty: 5033.913086
	Iteration 56Q: 3 clusters Score -2214996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -2214998.250000 Penalty: 5033.913086
	Iteration 57Q: 3 clusters Score -2214998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -2214998.000000 Penalty: 5033.913086
	Iteration 58Q: 3 clusters Score -2214998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -2215007.000000 Penalty: 5033.913086
	Iteration 59Q: 3 clusters Score -2215007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -2215004.000000 Penalty: 5033.913086
	Iteration 60F: 3 clusters Score -2215004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -2215010.000000 Penalty: 5033.913086
	Iteration 61Q: 3 clusters Score -2215010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -2215012.500000 Penalty: 5033.913086
	Iteration 62Q: 3 clusters Score -2215012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -2215013.500000 Penalty: 5033.913086
	Iteration 63Q: 3 clusters Score -2215014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -2215014.250000 Penalty: 5033.913086
	Iteration 64Q: 3 clusters Score -2215014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -2215015.750000 Penalty: 5033.913086
	Iteration 65Q: 3 clusters Score -2215016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -2215015.250000 Penalty: 5033.913086
	Iteration 66Q: 3 clusters Score -2215015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -2215017.000000 Penalty: 5033.913086
	Iteration 67Q: 3 clusters Score -2215017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -2215018.250000 Penalty: 5033.913086
	Iteration 68Q: 3 clusters Score -2215018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -2215019.750000 Penalty: 5033.913086
	Iteration 69Q: 3 clusters Score -2215020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -2215021.250000 Penalty: 5033.913086
	Iteration 70Q: 3 clusters Score -2215021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -2215021.250000 Penalty: 5033.913086
	Iteration 71Q: 3 clusters Score -2215021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -2215023.750000 Penalty: 5033.913086
	Iteration 72Q: 3 clusters Score -2215024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -2215024.000000 Penalty: 5033.913086
	Iteration 73Q: 3 clusters Score -2215024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -2215025.250000 Penalty: 5033.913086
	Iteration 74Q: 3 clusters Score -2215025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -2215025.000000 Penalty: 5033.913086
	Iteration 75Q: 3 clusters Score -2215025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -2215030.250000 Penalty: 5033.913086
	Iteration 76Q: 3 clusters Score -2215030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -2215028.000000 Penalty: 5033.913086
	Iteration 77Q: 3 clusters Score -2215028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -2215025.750000 Penalty: 5033.913086
	Iteration 78Q: 3 clusters Score -2215026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -2215028.500000 Penalty: 5033.913086
	Iteration 79Q: 3 clusters Score -2215028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -2215025.750000 Penalty: 5033.913086
	Iteration 80F: 3 clusters Score -2215026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -2215026.500000 Penalty: 5033.913086
	Iteration 81Q: 3 clusters Score -2215026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -2215029.750000 Penalty: 5033.913086
	Iteration 82Q: 3 clusters Score -2215030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -2215033.750000 Penalty: 5033.913086
	Iteration 83Q: 3 clusters Score -2215034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -2215035.500000 Penalty: 5033.913086
	Iteration 84Q: 3 clusters Score -2215036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -2215036.500000 Penalty: 5033.913086
	Iteration 85Q: 3 clusters Score -2215036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -2215040.750000 Penalty: 5033.913086
	Iteration 86Q: 3 clusters Score -2215041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -2215043.500000 Penalty: 5033.913086
	Iteration 87Q: 3 clusters Score -2215044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -2215044.750000 Penalty: 5033.913086
	Iteration 88Q: 3 clusters Score -2215045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -2215045.250000 Penalty: 5033.913086
	Iteration 89Q: 3 clusters Score -2215045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -2215045.250000 Penalty: 5033.913086
	Iteration 90F: 3 clusters Score -2215045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (16635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Entering Unmasked Estep 
Score: -1839972.875000 Penalty: 2410.377441
	Iteration 0F: 2 clusters Score -1839973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1828022.375000 Penalty: 4820.754883
	Iteration 0F: 3 clusters Score -1828022 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1831815.500000 Penalty: 4820.754883
	Iteration 1F: 3 clusters Score -1831816 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1832114.875000 Penalty: 4820.754883
	Iteration 2Q: 3 clusters Score -1832115 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1832360.000000 Penalty: 4820.754883
	Iteration 3Q: 3 clusters Score -1832360 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1832523.375000 Penalty: 4820.754883
	Iteration 4Q: 3 clusters Score -1832523 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1832648.125000 Penalty: 4820.754883
	Iteration 5Q: 3 clusters Score -1832648 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1832744.500000 Penalty: 4820.754883
	Iteration 6Q: 3 clusters Score -1832744 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1832816.250000 Penalty: 4820.754883
	Iteration 7Q: 3 clusters Score -1832816 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1832876.250000 Penalty: 4820.754883
	Iteration 8Q: 3 clusters Score -1832876 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1832922.500000 Penalty: 4820.754883
	Iteration 9Q: 3 clusters Score -1832922 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1832978.125000 Penalty: 4820.754883
	Iteration 10Q: 3 clusters Score -1832978 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1833020.625000 Penalty: 4820.754883
	Iteration 11Q: 3 clusters Score -1833021 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1833067.875000 Penalty: 4820.754883
	Iteration 12Q: 3 clusters Score -1833068 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1833109.375000 Penalty: 4820.754883
	Iteration 13Q: 3 clusters Score -1833109 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1833155.250000 Penalty: 4820.754883
	Iteration 14Q: 3 clusters Score -1833155 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1833210.500000 Penalty: 4820.754883
	Iteration 15Q: 3 clusters Score -1833210 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1833258.500000 Penalty: 4820.754883
	Iteration 16Q: 3 clusters Score -1833258 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1833326.125000 Penalty: 4820.754883
	Iteration 17Q: 3 clusters Score -1833326 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1833392.250000 Penalty: 4820.754883
	Iteration 18Q: 3 clusters Score -1833392 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1833474.250000 Penalty: 4820.754883
	Iteration 19Q: 3 clusters Score -1833474 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1833581.125000 Penalty: 4820.754883
	Iteration 20F: 3 clusters Score -1833581 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1833731.875000 Penalty: 4820.754883
	Iteration 21Q: 3 clusters Score -1833732 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1833954.250000 Penalty: 4820.754883
	Iteration 22Q: 3 clusters Score -1833954 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1834233.000000 Penalty: 4820.754883
	Iteration 23Q: 3 clusters Score -1834233 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1834601.750000 Penalty: 4820.754883
	Iteration 24Q: 3 clusters Score -1834602 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1835017.250000 Penalty: 4820.754883
	Iteration 25Q: 3 clusters Score -1835017 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1835507.500000 Penalty: 4820.754883
	Iteration 26Q: 3 clusters Score -1835508 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1836026.000000 Penalty: 4820.754883
	Iteration 27Q: 3 clusters Score -1836026 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1836578.000000 Penalty: 4820.754883
	Iteration 28Q: 3 clusters Score -1836578 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1836988.375000 Penalty: 4820.754883
	Iteration 29Q: 3 clusters Score -1836988 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1837228.000000 Penalty: 4820.754883
	Iteration 30Q: 3 clusters Score -1837228 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1837388.250000 Penalty: 4820.754883
	Iteration 31Q: 3 clusters Score -1837388 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1837521.375000 Penalty: 4820.754883
	Iteration 32Q: 3 clusters Score -1837521 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1837622.750000 Penalty: 4820.754883
	Iteration 33Q: 3 clusters Score -1837623 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1837695.500000 Penalty: 4820.754883
	Iteration 34Q: 3 clusters Score -1837696 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1837751.625000 Penalty: 4820.754883
	Iteration 35Q: 3 clusters Score -1837752 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1837784.625000 Penalty: 4820.754883
	Iteration 36Q: 3 clusters Score -1837785 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1837804.750000 Penalty: 4820.754883
	Iteration 37Q: 3 clusters Score -1837805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1837817.250000 Penalty: 4820.754883
	Iteration 38Q: 3 clusters Score -1837817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1837824.625000 Penalty: 4820.754883
	Iteration 39Q: 3 clusters Score -1837825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1837839.375000 Penalty: 4820.754883
	Iteration 40F: 3 clusters Score -1837839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1837854.625000 Penalty: 4820.754883
	Iteration 41Q: 3 clusters Score -1837855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1837869.125000 Penalty: 4820.754883
	Iteration 42Q: 3 clusters Score -1837869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1837876.625000 Penalty: 4820.754883
	Iteration 43Q: 3 clusters Score -1837877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1837879.875000 Penalty: 4820.754883
	Iteration 44Q: 3 clusters Score -1837880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1837883.375000 Penalty: 4820.754883
	Iteration 45Q: 3 clusters Score -1837883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1837883.125000 Penalty: 4820.754883
	Iteration 46Q: 3 clusters Score -1837883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1837884.250000 Penalty: 4820.754883
	Iteration 47Q: 3 clusters Score -1837884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1837884.250000 Penalty: 4820.754883
	Iteration 48F: 3 clusters Score -1837884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -16095.055664 Penalty: 1360.229614
	Iteration 0F: 2 clusters Score -16095.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14959.236328 Penalty: 2720.459229
	Iteration 0F: 3 clusters Score -14959.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15054.460938 Penalty: 2720.459229
	Iteration 1F: 3 clusters Score -15054.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15073.488281 Penalty: 2720.459229
	Iteration 2Q: 3 clusters Score -15073.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -15090.069336 Penalty: 2720.459229
	Iteration 3Q: 3 clusters Score -15090.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15115.124023 Penalty: 2720.459229
	Iteration 4Q: 3 clusters Score -15115.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15197.518555 Penalty: 2720.459229
	Iteration 5Q: 3 clusters Score -15197.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15215.544922 Penalty: 2720.459229
	Iteration 6Q: 3 clusters Score -15215.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15235.678711 Penalty: 2720.459229
	Iteration 7Q: 3 clusters Score -15235.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -15241.823242 Penalty: 2720.459229
	Iteration 8Q: 3 clusters Score -15241.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -15248.351562 Penalty: 2720.459229
	Iteration 9Q: 3 clusters Score -15248.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -15248.351562 Penalty: 2720.459229
	Iteration 10F: 3 clusters Score -15248.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -28276.843750 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -28276.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26948.021484 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -26948.02 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27053.777344 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -27053.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27090.046875 Penalty: 2850.116943
	Iteration 2Q: 3 clusters Score -27090.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27105.375000 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -27105.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27122.878906 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -27122.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -27146.863281 Penalty: 2850.116943
	Iteration 5Q: 3 clusters Score -27146.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27155.273438 Penalty: 2850.116943
	Iteration 6Q: 3 clusters Score -27155.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27155.273438 Penalty: 2850.116943
	Iteration 7F: 3 clusters Score -27155.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (13727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Entering Unmasked Estep 
Score: -1321586.750000 Penalty: 2362.725586
	Iteration 0F: 2 clusters Score -1321587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1311594.375000 Penalty: 4725.451172
	Iteration 0F: 3 clusters Score -1311594 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1314925.625000 Penalty: 4725.451172
	Iteration 1F: 3 clusters Score -1314926 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1315438.875000 Penalty: 4725.451172
	Iteration 2F: 3 clusters Score -1315439 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1315934.000000 Penalty: 4725.451172
	Iteration 3F: 3 clusters Score -1315934 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1316407.375000 Penalty: 4725.451172
	Iteration 4F: 3 clusters Score -1316407 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1316808.375000 Penalty: 4725.451172
	Iteration 5F: 3 clusters Score -1316808 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1317133.125000 Penalty: 4725.451172
	Iteration 6Q: 3 clusters Score -1317133 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1317386.750000 Penalty: 4725.451172
	Iteration 7Q: 3 clusters Score -1317387 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1317608.625000 Penalty: 4725.451172
	Iteration 8Q: 3 clusters Score -1317609 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1317792.250000 Penalty: 4725.451172
	Iteration 9Q: 3 clusters Score -1317792 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1317976.500000 Penalty: 4725.451172
	Iteration 10Q: 3 clusters Score -1317976 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1318138.500000 Penalty: 4725.451172
	Iteration 11Q: 3 clusters Score -1318138 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1318307.875000 Penalty: 4725.451172
	Iteration 12Q: 3 clusters Score -1318308 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1318451.625000 Penalty: 4725.451172
	Iteration 13Q: 3 clusters Score -1318452 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1318589.750000 Penalty: 4725.451172
	Iteration 14Q: 3 clusters Score -1318590 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1318743.250000 Penalty: 4725.451172
	Iteration 15Q: 3 clusters Score -1318743 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1318920.625000 Penalty: 4725.451172
	Iteration 16Q: 3 clusters Score -1318921 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1319088.500000 Penalty: 4725.451172
	Iteration 17Q: 3 clusters Score -1319088 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1319227.875000 Penalty: 4725.451172
	Iteration 18Q: 3 clusters Score -1319228 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1319328.125000 Penalty: 4725.451172
	Iteration 19Q: 3 clusters Score -1319328 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1319416.250000 Penalty: 4725.451172
	Iteration 20F: 3 clusters Score -1319416 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1319485.625000 Penalty: 4725.451172
	Iteration 21Q: 3 clusters Score -1319486 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1319551.875000 Penalty: 4725.451172
	Iteration 22Q: 3 clusters Score -1319552 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1319621.000000 Penalty: 4725.451172
	Iteration 23Q: 3 clusters Score -1319621 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1319671.500000 Penalty: 4725.451172
	Iteration 24Q: 3 clusters Score -1319672 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1319716.000000 Penalty: 4725.451172
	Iteration 25Q: 3 clusters Score -1319716 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1319754.500000 Penalty: 4725.451172
	Iteration 26Q: 3 clusters Score -1319754 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1319779.625000 Penalty: 4725.451172
	Iteration 27Q: 3 clusters Score -1319780 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1319798.250000 Penalty: 4725.451172
	Iteration 28Q: 3 clusters Score -1319798 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1319816.625000 Penalty: 4725.451172
	Iteration 29Q: 3 clusters Score -1319817 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1319837.500000 Penalty: 4725.451172
	Iteration 30Q: 3 clusters Score -1319838 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1319850.750000 Penalty: 4725.451172
	Iteration 31Q: 3 clusters Score -1319851 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1319856.500000 Penalty: 4725.451172
	Iteration 32Q: 3 clusters Score -1319856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1319866.750000 Penalty: 4725.451172
	Iteration 33Q: 3 clusters Score -1319867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1319874.500000 Penalty: 4725.451172
	Iteration 34Q: 3 clusters Score -1319874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1319886.375000 Penalty: 4725.451172
	Iteration 35Q: 3 clusters Score -1319886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1319891.500000 Penalty: 4725.451172
	Iteration 36Q: 3 clusters Score -1319892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1319899.000000 Penalty: 4725.451172
	Iteration 37Q: 3 clusters Score -1319899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1319907.500000 Penalty: 4725.451172
	Iteration 38Q: 3 clusters Score -1319908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1319913.875000 Penalty: 4725.451172
	Iteration 39Q: 3 clusters Score -1319914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1319917.000000 Penalty: 4725.451172
	Iteration 40F: 3 clusters Score -1319917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1319925.250000 Penalty: 4725.451172
	Iteration 41Q: 3 clusters Score -1319925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1319928.875000 Penalty: 4725.451172
	Iteration 42Q: 3 clusters Score -1319929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1319932.125000 Penalty: 4725.451172
	Iteration 43Q: 3 clusters Score -1319932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1319936.625000 Penalty: 4725.451172
	Iteration 44Q: 3 clusters Score -1319937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1319937.000000 Penalty: 4725.451172
	Iteration 45Q: 3 clusters Score -1319937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1319939.250000 Penalty: 4725.451172
	Iteration 46Q: 3 clusters Score -1319939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1319941.125000 Penalty: 4725.451172
	Iteration 47Q: 3 clusters Score -1319941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1319946.875000 Penalty: 4725.451172
	Iteration 48Q: 3 clusters Score -1319947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1319947.000000 Penalty: 4725.451172
	Iteration 49Q: 3 clusters Score -1319947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1319949.250000 Penalty: 4725.451172
	Iteration 50Q: 3 clusters Score -1319949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1319950.000000 Penalty: 4725.451172
	Iteration 51Q: 3 clusters Score -1319950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1319949.875000 Penalty: 4725.451172
	Iteration 52Q: 3 clusters Score -1319950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1319949.875000 Penalty: 4725.451172
	Iteration 53F: 3 clusters Score -1319950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (9463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Entering Unmasked Estep 
Score: -943851.875000 Penalty: 2270.475830
	Iteration 0F: 2 clusters Score -943851.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -936498.812500 Penalty: 4540.951660
	Iteration 0F: 3 clusters Score -936498.8 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -938948.687500 Penalty: 4540.951660
	Iteration 1F: 3 clusters Score -938948.7 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -939514.187500 Penalty: 4540.951660
	Iteration 2F: 3 clusters Score -939514.2 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -940048.062500 Penalty: 4540.951660
	Iteration 3F: 3 clusters Score -940048.1 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -940519.937500 Penalty: 4540.951660
	Iteration 4F: 3 clusters Score -940519.9 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -940961.812500 Penalty: 4540.951660
	Iteration 5F: 3 clusters Score -940961.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -941321.500000 Penalty: 4540.951660
	Iteration 6F: 3 clusters Score -941321.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -941595.500000 Penalty: 4540.951660
	Iteration 7Q: 3 clusters Score -941595.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -941819.687500 Penalty: 4540.951660
	Iteration 8Q: 3 clusters Score -941819.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -942024.562500 Penalty: 4540.951660
	Iteration 9Q: 3 clusters Score -942024.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -942157.000000 Penalty: 4540.951660
	Iteration 10Q: 3 clusters Score -942157 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -942250.875000 Penalty: 4540.951660
	Iteration 11Q: 3 clusters Score -942250.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -942332.437500 Penalty: 4540.951660
	Iteration 12Q: 3 clusters Score -942332.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -942400.687500 Penalty: 4540.951660
	Iteration 13Q: 3 clusters Score -942400.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -942448.812500 Penalty: 4540.951660
	Iteration 14Q: 3 clusters Score -942448.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -942488.187500 Penalty: 4540.951660
	Iteration 15Q: 3 clusters Score -942488.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -942511.937500 Penalty: 4540.951660
	Iteration 16Q: 3 clusters Score -942511.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -942536.375000 Penalty: 4540.951660
	Iteration 17Q: 3 clusters Score -942536.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -942560.437500 Penalty: 4540.951660
	Iteration 18Q: 3 clusters Score -942560.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -942575.812500 Penalty: 4540.951660
	Iteration 19Q: 3 clusters Score -942575.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -942592.125000 Penalty: 4540.951660
	Iteration 20F: 3 clusters Score -942592.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -942610.375000 Penalty: 4540.951660
	Iteration 21Q: 3 clusters Score -942610.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -942622.000000 Penalty: 4540.951660
	Iteration 22Q: 3 clusters Score -942622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -942637.062500 Penalty: 4540.951660
	Iteration 23Q: 3 clusters Score -942637.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -942643.937500 Penalty: 4540.951660
	Iteration 24Q: 3 clusters Score -942643.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -942650.125000 Penalty: 4540.951660
	Iteration 25Q: 3 clusters Score -942650.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -942655.125000 Penalty: 4540.951660
	Iteration 26Q: 3 clusters Score -942655.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -942661.500000 Penalty: 4540.951660
	Iteration 27Q: 3 clusters Score -942661.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -942664.500000 Penalty: 4540.951660
	Iteration 28Q: 3 clusters Score -942664.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -942668.437500 Penalty: 4540.951660
	Iteration 29Q: 3 clusters Score -942668.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -942672.750000 Penalty: 4540.951660
	Iteration 30Q: 3 clusters Score -942672.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -942676.062500 Penalty: 4540.951660
	Iteration 31Q: 3 clusters Score -942676.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -942680.187500 Penalty: 4540.951660
	Iteration 32Q: 3 clusters Score -942680.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -942678.562500 Penalty: 4540.951660
	Iteration 33Q: 3 clusters Score -942678.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -942684.125000 Penalty: 4540.951660
	Iteration 34Q: 3 clusters Score -942684.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -942682.875000 Penalty: 4540.951660
	Iteration 35Q: 3 clusters Score -942682.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -942684.812500 Penalty: 4540.951660
	Iteration 36Q: 3 clusters Score -942684.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -942684.750000 Penalty: 4540.951660
	Iteration 37Q: 3 clusters Score -942684.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -942685.250000 Penalty: 4540.951660
	Iteration 38Q: 3 clusters Score -942685.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -942686.125000 Penalty: 4540.951660
	Iteration 39Q: 3 clusters Score -942686.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -942687.562500 Penalty: 4540.951660
	Iteration 40F: 3 clusters Score -942687.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -942687.437500 Penalty: 4540.951660
	Iteration 41Q: 3 clusters Score -942687.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -942687.312500 Penalty: 4540.951660
	Iteration 42Q: 3 clusters Score -942687.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -942687.312500 Penalty: 4540.951660
	Iteration 43F: 3 clusters Score -942687.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (5057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Entering Unmasked Estep 
Score: -544332.125000 Penalty: 2115.075195
	Iteration 0F: 2 clusters Score -544332.1 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 2489 members 
Entering Unmasked Estep 
Score: -539764.562500 Penalty: 4230.150391
	Iteration 0F: 3 clusters Score -539764.6 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -540951.375000 Penalty: 4230.150391
	Iteration 1F: 3 clusters Score -540951.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -541236.750000 Penalty: 4230.150391
	Iteration 2F: 3 clusters Score -541236.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -541490.500000 Penalty: 4230.150391
	Iteration 3F: 3 clusters Score -541490.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -541757.750000 Penalty: 4230.150391
	Iteration 4F: 3 clusters Score -541757.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -542024.375000 Penalty: 4230.150391
	Iteration 5F: 3 clusters Score -542024.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -542253.937500 Penalty: 4230.150391
	Iteration 6F: 3 clusters Score -542253.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -542483.750000 Penalty: 4230.150391
	Iteration 7Q: 3 clusters Score -542483.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -542686.187500 Penalty: 4230.150391
	Iteration 8Q: 3 clusters Score -542686.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -542897.187500 Penalty: 4230.150391
	Iteration 9Q: 3 clusters Score -542897.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -543165.812500 Penalty: 4230.150391
	Iteration 10Q: 3 clusters Score -543165.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -543485.750000 Penalty: 4230.150391
	Iteration 11Q: 3 clusters Score -543485.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -543755.625000 Penalty: 4230.150391
	Iteration 12Q: 3 clusters Score -543755.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -543854.562500 Penalty: 4230.150391
	Iteration 13Q: 3 clusters Score -543854.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -543887.500000 Penalty: 4230.150391
	Iteration 14Q: 3 clusters Score -543887.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -543894.375000 Penalty: 4230.150391
	Iteration 15Q: 3 clusters Score -543894.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -543897.437500 Penalty: 4230.150391
	Iteration 16Q: 3 clusters Score -543897.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -543899.562500 Penalty: 4230.150391
	Iteration 17Q: 3 clusters Score -543899.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -543899.875000 Penalty: 4230.150391
	Iteration 18Q: 3 clusters Score -543899.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -543899.875000 Penalty: 4230.150391
	Iteration 19F: 3 clusters Score -543899.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -69030.601562 Penalty: 1625.021973
	Iteration 0F: 2 clusters Score -69030.6 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 348 members 
Entering Unmasked Estep 
Score: -67346.039062 Penalty: 3250.043945
	Iteration 0F: 3 clusters Score -67346.04 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -67553.257812 Penalty: 3250.043945
	Iteration 1F: 3 clusters Score -67553.26 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -67625.820312 Penalty: 3250.043945
	Iteration 2F: 3 clusters Score -67625.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -67663.406250 Penalty: 3250.043945
	Iteration 3Q: 3 clusters Score -67663.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67693.359375 Penalty: 3250.043945
	Iteration 4Q: 3 clusters Score -67693.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -67717.757812 Penalty: 3250.043945
	Iteration 5Q: 3 clusters Score -67717.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -67760.992188 Penalty: 3250.043945
	Iteration 6Q: 3 clusters Score -67760.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -67798.593750 Penalty: 3250.043945
	Iteration 7Q: 3 clusters Score -67798.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -67836.484375 Penalty: 3250.043945
	Iteration 8Q: 3 clusters Score -67836.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -67878.890625 Penalty: 3250.043945
	Iteration 9Q: 3 clusters Score -67878.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -67895.281250 Penalty: 3250.043945
	Iteration 10Q: 3 clusters Score -67895.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -67909.007812 Penalty: 3250.043945
	Iteration 11Q: 3 clusters Score -67909.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67927.867188 Penalty: 3250.043945
	Iteration 12Q: 3 clusters Score -67927.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -67953.625000 Penalty: 3250.043945
	Iteration 13Q: 3 clusters Score -67953.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -68009.382812 Penalty: 3250.043945
	Iteration 14Q: 3 clusters Score -68009.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -68054.656250 Penalty: 3250.043945
	Iteration 15Q: 3 clusters Score -68054.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -68071.343750 Penalty: 3250.043945
	Iteration 16Q: 3 clusters Score -68071.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -68092.656250 Penalty: 3250.043945
	Iteration 17Q: 3 clusters Score -68092.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -68117.078125 Penalty: 3250.043945
	Iteration 18Q: 3 clusters Score -68117.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -68126.562500 Penalty: 3250.043945
	Iteration 19Q: 3 clusters Score -68126.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -68132.085938 Penalty: 3250.043945
	Iteration 20F: 3 clusters Score -68132.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -68139.562500 Penalty: 3250.043945
	Iteration 21Q: 3 clusters Score -68139.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -68144.210938 Penalty: 3250.043945
	Iteration 22Q: 3 clusters Score -68144.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -68147.492188 Penalty: 3250.043945
	Iteration 23Q: 3 clusters Score -68147.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -68147.492188 Penalty: 3250.043945
	Iteration 24F: 3 clusters Score -68147.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (28332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Entering Unmasked Estep 
Score: -3102974.250000 Penalty: 2542.433350
	Iteration 0F: 2 clusters Score -3102974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -3083564.750000 Penalty: 5084.866699
	Iteration 0F: 3 clusters Score -3083565 nChanged 12717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -3090480.250000 Penalty: 5084.866699
	Iteration 1F: 3 clusters Score -3090480 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -3090943.250000 Penalty: 5084.866699
	Iteration 2Q: 3 clusters Score -3090943 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -3091336.000000 Penalty: 5084.866699
	Iteration 3Q: 3 clusters Score -3091336 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -3091710.000000 Penalty: 5084.866699
	Iteration 4Q: 3 clusters Score -3091710 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -3092053.500000 Penalty: 5084.866699
	Iteration 5Q: 3 clusters Score -3092054 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -3092377.000000 Penalty: 5084.866699
	Iteration 6Q: 3 clusters Score -3092377 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -3092667.250000 Penalty: 5084.866699
	Iteration 7Q: 3 clusters Score -3092667 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -3093024.750000 Penalty: 5084.866699
	Iteration 8Q: 3 clusters Score -3093025 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -3093429.750000 Penalty: 5084.866699
	Iteration 9Q: 3 clusters Score -3093430 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -3093817.000000 Penalty: 5084.866699
	Iteration 10Q: 3 clusters Score -3093817 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -3094245.000000 Penalty: 5084.866699
	Iteration 11Q: 3 clusters Score -3094245 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -3094724.500000 Penalty: 5084.866699
	Iteration 12Q: 3 clusters Score -3094724 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -3095220.250000 Penalty: 5084.866699
	Iteration 13Q: 3 clusters Score -3095220 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -3095721.750000 Penalty: 5084.866699
	Iteration 14Q: 3 clusters Score -3095722 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -3096216.250000 Penalty: 5084.866699
	Iteration 15Q: 3 clusters Score -3096216 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -3096643.500000 Penalty: 5084.866699
	Iteration 16Q: 3 clusters Score -3096644 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -3097029.250000 Penalty: 5084.866699
	Iteration 17Q: 3 clusters Score -3097029 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -3097341.750000 Penalty: 5084.866699
	Iteration 18Q: 3 clusters Score -3097342 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -3097602.000000 Penalty: 5084.866699
	Iteration 19Q: 3 clusters Score -3097602 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -3097816.250000 Penalty: 5084.866699
	Iteration 20F: 3 clusters Score -3097816 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -3098042.000000 Penalty: 5084.866699
	Iteration 21Q: 3 clusters Score -3098042 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -3098259.000000 Penalty: 5084.866699
	Iteration 22Q: 3 clusters Score -3098259 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -3098471.750000 Penalty: 5084.866699
	Iteration 23Q: 3 clusters Score -3098472 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -3098688.000000 Penalty: 5084.866699
	Iteration 24Q: 3 clusters Score -3098688 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -3098883.250000 Penalty: 5084.866699
	Iteration 25Q: 3 clusters Score -3098883 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -3099067.250000 Penalty: 5084.866699
	Iteration 26Q: 3 clusters Score -3099067 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -3099284.250000 Penalty: 5084.866699
	Iteration 27Q: 3 clusters Score -3099284 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -3099537.750000 Penalty: 5084.866699
	Iteration 28Q: 3 clusters Score -3099538 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -3099776.000000 Penalty: 5084.866699
	Iteration 29Q: 3 clusters Score -3099776 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -3100075.500000 Penalty: 5084.866699
	Iteration 30Q: 3 clusters Score -3100076 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -3100370.750000 Penalty: 5084.866699
	Iteration 31Q: 3 clusters Score -3100371 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -3100614.500000 Penalty: 5084.866699
	Iteration 32Q: 3 clusters Score -3100614 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -3100733.250000 Penalty: 5084.866699
	Iteration 33Q: 3 clusters Score -3100733 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -3100815.250000 Penalty: 5084.866699
	Iteration 34Q: 3 clusters Score -3100815 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -3100860.500000 Penalty: 5084.866699
	Iteration 35Q: 3 clusters Score -3100860 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -3100886.500000 Penalty: 5084.866699
	Iteration 36Q: 3 clusters Score -3100886 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -3100904.000000 Penalty: 5084.866699
	Iteration 37Q: 3 clusters Score -3100904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -3100918.750000 Penalty: 5084.866699
	Iteration 38Q: 3 clusters Score -3100919 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -3100932.750000 Penalty: 5084.866699
	Iteration 39Q: 3 clusters Score -3100933 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -3100936.750000 Penalty: 5084.866699
	Iteration 40F: 3 clusters Score -3100937 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -3100948.000000 Penalty: 5084.866699
	Iteration 41Q: 3 clusters Score -3100948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -3100948.750000 Penalty: 5084.866699
	Iteration 42Q: 3 clusters Score -3100949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -3100948.000000 Penalty: 5084.866699
	Iteration 43Q: 3 clusters Score -3100948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -3100957.750000 Penalty: 5084.866699
	Iteration 44Q: 3 clusters Score -3100958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -3100956.000000 Penalty: 5084.866699
	Iteration 45Q: 3 clusters Score -3100956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -3100956.000000 Penalty: 5084.866699
	Iteration 46F: 3 clusters Score -3100956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Entering Unmasked Estep 
Score: -183728.656250 Penalty: 1840.006348
	Iteration 0F: 2 clusters Score -183728.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -181281.500000 Penalty: 3680.012695
	Iteration 0F: 3 clusters Score -181281.5 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -181680.812500 Penalty: 3680.012695
	Iteration 1F: 3 clusters Score -181680.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -181768.609375 Penalty: 3680.012695
	Iteration 2F: 3 clusters Score -181768.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -181806.562500 Penalty: 3680.012695
	Iteration 3Q: 3 clusters Score -181806.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -181836.437500 Penalty: 3680.012695
	Iteration 4Q: 3 clusters Score -181836.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -181855.875000 Penalty: 3680.012695
	Iteration 5Q: 3 clusters Score -181855.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -181869.531250 Penalty: 3680.012695
	Iteration 6Q: 3 clusters Score -181869.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -181879.843750 Penalty: 3680.012695
	Iteration 7Q: 3 clusters Score -181879.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -181892.062500 Penalty: 3680.012695
	Iteration 8Q: 3 clusters Score -181892.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -181897.921875 Penalty: 3680.012695
	Iteration 9Q: 3 clusters Score -181897.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -181901.734375 Penalty: 3680.012695
	Iteration 10Q: 3 clusters Score -181901.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -181904.546875 Penalty: 3680.012695
	Iteration 11Q: 3 clusters Score -181904.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -181907.187500 Penalty: 3680.012695
	Iteration 12Q: 3 clusters Score -181907.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -181909.000000 Penalty: 3680.012695
	Iteration 13Q: 3 clusters Score -181909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -181910.734375 Penalty: 3680.012695
	Iteration 14Q: 3 clusters Score -181910.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -181911.078125 Penalty: 3680.012695
	Iteration 15Q: 3 clusters Score -181911.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -181911.281250 Penalty: 3680.012695
	Iteration 16Q: 3 clusters Score -181911.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -181911.406250 Penalty: 3680.012695
	Iteration 17Q: 3 clusters Score -181911.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -181911.875000 Penalty: 3680.012695
	Iteration 18Q: 3 clusters Score -181911.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -181911.875000 Penalty: 3680.012695
	Iteration 19F: 3 clusters Score -181911.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (17339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Entering Unmasked Estep 
Score: -1887564.125000 Penalty: 2420.656982
	Iteration 0F: 2 clusters Score -1887564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1875297.625000 Penalty: 4841.313965
	Iteration 0F: 3 clusters Score -1875298 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1879152.250000 Penalty: 4841.313965
	Iteration 1F: 3 clusters Score -1879152 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1879480.625000 Penalty: 4841.313965
	Iteration 2F: 3 clusters Score -1879481 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1879758.375000 Penalty: 4841.313965
	Iteration 3Q: 3 clusters Score -1879758 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1880042.250000 Penalty: 4841.313965
	Iteration 4Q: 3 clusters Score -1880042 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1880331.875000 Penalty: 4841.313965
	Iteration 5Q: 3 clusters Score -1880332 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1880711.125000 Penalty: 4841.313965
	Iteration 6Q: 3 clusters Score -1880711 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1881203.125000 Penalty: 4841.313965
	Iteration 7F: 3 clusters Score -1881203 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1881779.500000 Penalty: 4841.313965
	Iteration 8F: 3 clusters Score -1881780 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1882449.875000 Penalty: 4841.313965
	Iteration 9F: 3 clusters Score -1882450 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -1883141.500000 Penalty: 4841.313965
	Iteration 10F: 3 clusters Score -1883142 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -1883768.750000 Penalty: 4841.313965
	Iteration 11Q: 3 clusters Score -1883769 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -1884245.250000 Penalty: 4841.313965
	Iteration 12Q: 3 clusters Score -1884245 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -1884590.375000 Penalty: 4841.313965
	Iteration 13Q: 3 clusters Score -1884590 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -1884869.875000 Penalty: 4841.313965
	Iteration 14Q: 3 clusters Score -1884870 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -1885063.250000 Penalty: 4841.313965
	Iteration 15Q: 3 clusters Score -1885063 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -1885184.250000 Penalty: 4841.313965
	Iteration 16Q: 3 clusters Score -1885184 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -1885262.500000 Penalty: 4841.313965
	Iteration 17Q: 3 clusters Score -1885262 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -1885321.000000 Penalty: 4841.313965
	Iteration 18Q: 3 clusters Score -1885321 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -1885362.000000 Penalty: 4841.313965
	Iteration 19Q: 3 clusters Score -1885362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -1885404.625000 Penalty: 4841.313965
	Iteration 20F: 3 clusters Score -1885405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -1885426.375000 Penalty: 4841.313965
	Iteration 21Q: 3 clusters Score -1885426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -1885436.375000 Penalty: 4841.313965
	Iteration 22Q: 3 clusters Score -1885436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -1885446.250000 Penalty: 4841.313965
	Iteration 23Q: 3 clusters Score -1885446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -1885455.625000 Penalty: 4841.313965
	Iteration 24Q: 3 clusters Score -1885456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -1885462.250000 Penalty: 4841.313965
	Iteration 25Q: 3 clusters Score -1885462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -1885475.875000 Penalty: 4841.313965
	Iteration 26Q: 3 clusters Score -1885476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -1885481.875000 Penalty: 4841.313965
	Iteration 27Q: 3 clusters Score -1885482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -1885484.750000 Penalty: 4841.313965
	Iteration 28Q: 3 clusters Score -1885485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -1885488.875000 Penalty: 4841.313965
	Iteration 29Q: 3 clusters Score -1885489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -1885496.250000 Penalty: 4841.313965
	Iteration 30Q: 3 clusters Score -1885496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -1885499.625000 Penalty: 4841.313965
	Iteration 31Q: 3 clusters Score -1885500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -1885502.625000 Penalty: 4841.313965
	Iteration 32Q: 3 clusters Score -1885503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -1885504.375000 Penalty: 4841.313965
	Iteration 33Q: 3 clusters Score -1885504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -1885503.625000 Penalty: 4841.313965
	Iteration 34Q: 3 clusters Score -1885504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -1885503.500000 Penalty: 4841.313965
	Iteration 35Q: 3 clusters Score -1885504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -1885503.500000 Penalty: 4841.313965
	Iteration 36F: 3 clusters Score -1885504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -15116.720703 Penalty: 1272.214844
	Iteration 0F: 2 clusters Score -15116.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14076.103516 Penalty: 2544.429688
	Iteration 0F: 3 clusters Score -14076.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14174.701172 Penalty: 2544.429688
	Iteration 1F: 3 clusters Score -14174.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14359.649414 Penalty: 2544.429688
	Iteration 2Q: 3 clusters Score -14359.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14392.135742 Penalty: 2544.429688
	Iteration 3Q: 3 clusters Score -14392.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14396.791992 Penalty: 2544.429688
	Iteration 4Q: 3 clusters Score -14396.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14396.791992 Penalty: 2544.429688
	Iteration 5F: 3 clusters Score -14396.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Entering Unmasked Estep 
Score: -369515.125000 Penalty: 2015.156616
	Iteration 0F: 2 clusters Score -369515.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -365941.781250 Penalty: 4030.313232
	Iteration 0F: 3 clusters Score -365941.8 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -366652.937500 Penalty: 4030.313232
	Iteration 1F: 3 clusters Score -366652.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -366833.281250 Penalty: 4030.313232
	Iteration 2F: 3 clusters Score -366833.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -366933.843750 Penalty: 4030.313232
	Iteration 3Q: 3 clusters Score -366933.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -367004.218750 Penalty: 4030.313232
	Iteration 4Q: 3 clusters Score -367004.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -367055.062500 Penalty: 4030.313232
	Iteration 5Q: 3 clusters Score -367055.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -367091.250000 Penalty: 4030.313232
	Iteration 6Q: 3 clusters Score -367091.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -367113.750000 Penalty: 4030.313232
	Iteration 7Q: 3 clusters Score -367113.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -367130.093750 Penalty: 4030.313232
	Iteration 8Q: 3 clusters Score -367130.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -367144.625000 Penalty: 4030.313232
	Iteration 9Q: 3 clusters Score -367144.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -367155.312500 Penalty: 4030.313232
	Iteration 10Q: 3 clusters Score -367155.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -367161.437500 Penalty: 4030.313232
	Iteration 11Q: 3 clusters Score -367161.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -367167.312500 Penalty: 4030.313232
	Iteration 12Q: 3 clusters Score -367167.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -367174.156250 Penalty: 4030.313232
	Iteration 13Q: 3 clusters Score -367174.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -367183.937500 Penalty: 4030.313232
	Iteration 14Q: 3 clusters Score -367183.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -367189.437500 Penalty: 4030.313232
	Iteration 15Q: 3 clusters Score -367189.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -367195.937500 Penalty: 4030.313232
	Iteration 16Q: 3 clusters Score -367195.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -367204.750000 Penalty: 4030.313232
	Iteration 17Q: 3 clusters Score -367204.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -367217.906250 Penalty: 4030.313232
	Iteration 18Q: 3 clusters Score -367217.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -367226.750000 Penalty: 4030.313232
	Iteration 19Q: 3 clusters Score -367226.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -367234.468750 Penalty: 4030.313232
	Iteration 20F: 3 clusters Score -367234.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -367240.468750 Penalty: 4030.313232
	Iteration 21Q: 3 clusters Score -367240.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -367244.125000 Penalty: 4030.313232
	Iteration 22Q: 3 clusters Score -367244.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -367248.093750 Penalty: 4030.313232
	Iteration 23Q: 3 clusters Score -367248.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -367256.375000 Penalty: 4030.313232
	Iteration 24Q: 3 clusters Score -367256.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -367265.593750 Penalty: 4030.313232
	Iteration 25Q: 3 clusters Score -367265.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -367272.531250 Penalty: 4030.313232
	Iteration 26Q: 3 clusters Score -367272.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -367277.250000 Penalty: 4030.313232
	Iteration 27Q: 3 clusters Score -367277.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -367285.625000 Penalty: 4030.313232
	Iteration 28Q: 3 clusters Score -367285.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -367289.000000 Penalty: 4030.313232
	Iteration 29Q: 3 clusters Score -367289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -367292.437500 Penalty: 4030.313232
	Iteration 30Q: 3 clusters Score -367292.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -367295.250000 Penalty: 4030.313232
	Iteration 31Q: 3 clusters Score -367295.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -367296.343750 Penalty: 4030.313232
	Iteration 32Q: 3 clusters Score -367296.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -367297.375000 Penalty: 4030.313232
	Iteration 33Q: 3 clusters Score -367297.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -367298.843750 Penalty: 4030.313232
	Iteration 34Q: 3 clusters Score -367298.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -367300.531250 Penalty: 4030.313232
	Iteration 35Q: 3 clusters Score -367300.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -367302.281250 Penalty: 4030.313232
	Iteration 36Q: 3 clusters Score -367302.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -367305.312500 Penalty: 4030.313232
	Iteration 37Q: 3 clusters Score -367305.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -367308.187500 Penalty: 4030.313232
	Iteration 38Q: 3 clusters Score -367308.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -367312.375000 Penalty: 4030.313232
	Iteration 39Q: 3 clusters Score -367312.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -367313.968750 Penalty: 4030.313232
	Iteration 40F: 3 clusters Score -367314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -367315.187500 Penalty: 4030.313232
	Iteration 41Q: 3 clusters Score -367315.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -367315.968750 Penalty: 4030.313232
	Iteration 42Q: 3 clusters Score -367316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -367317.250000 Penalty: 4030.313232
	Iteration 43Q: 3 clusters Score -367317.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -367319.781250 Penalty: 4030.313232
	Iteration 44Q: 3 clusters Score -367319.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -367321.031250 Penalty: 4030.313232
	Iteration 45Q: 3 clusters Score -367321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -367323.718750 Penalty: 4030.313232
	Iteration 46Q: 3 clusters Score -367323.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -367324.562500 Penalty: 4030.313232
	Iteration 47Q: 3 clusters Score -367324.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -367325.500000 Penalty: 4030.313232
	Iteration 48Q: 3 clusters Score -367325.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -367328.500000 Penalty: 4030.313232
	Iteration 49Q: 3 clusters Score -367328.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -367329.031250 Penalty: 4030.313232
	Iteration 50Q: 3 clusters Score -367329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -367329.187500 Penalty: 4030.313232
	Iteration 51Q: 3 clusters Score -367329.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -367330.000000 Penalty: 4030.313232
	Iteration 52Q: 3 clusters Score -367330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -367330.000000 Penalty: 4030.313232
	Iteration 53Q: 3 clusters Score -367330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -367330.781250 Penalty: 4030.313232
	Iteration 54Q: 3 clusters Score -367330.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -367331.843750 Penalty: 4030.313232
	Iteration 55Q: 3 clusters Score -367331.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -367332.250000 Penalty: 4030.313232
	Iteration 56Q: 3 clusters Score -367332.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -367333.718750 Penalty: 4030.313232
	Iteration 57Q: 3 clusters Score -367333.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -367333.968750 Penalty: 4030.313232
	Iteration 58Q: 3 clusters Score -367334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -367333.968750 Penalty: 4030.313232
	Iteration 59F: 3 clusters Score -367334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 20742 members 
Mstep: Class 3 contains 18813 members 
Mstep: Class 4 contains 5018 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15631 members 
Mstep: Class 8 contains 34696 members 
Mstep: Class 9 contains 7241 members 
Mstep: Class 10 contains 11227 members 
Mstep: Class 11 contains 31973 members 
Mstep: Class 12 contains 5492 members 
Mstep: Class 13 contains 22765 members 
Mstep: Class 14 contains 20846 members 
Mstep: Class 15 contains 19560 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7252 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10369 members 
Mstep: Class 21 contains 13478 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29404 members 
Mstep: Class 25 contains 9363 members 
Mstep: Class 26 contains 6031 members 
Mstep: Class 27 contains 8826 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6945 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4092 members 
Mstep: Class 34 contains 2512 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 8515 members 
Mstep: Class 37 contains 7486 members 
Mstep: Class 38 contains 26843 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1277 members 
Mstep: Class 43 contains 11120 members 
Mstep: Class 44 contains 5513 members 
Mstep: Class 45 contains 25566 members 
Mstep: Class 46 contains 16635 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13727 members 
Mstep: Class 50 contains 9463 members 
Mstep: Class 51 contains 5057 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28332 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17339 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774440.000000 Penalty: 189167.531250
Iteration 199Q: 58 clusters Score -6.477444e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 20742 members 
Mstep: Class 3 contains 18815 members 
Mstep: Class 4 contains 5016 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15629 members 
Mstep: Class 8 contains 34698 members 
Mstep: Class 9 contains 7240 members 
Mstep: Class 10 contains 11224 members 
Mstep: Class 11 contains 31971 members 
Mstep: Class 12 contains 5492 members 
Mstep: Class 13 contains 22765 members 
Mstep: Class 14 contains 20847 members 
Mstep: Class 15 contains 19556 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7260 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10374 members 
Mstep: Class 21 contains 13477 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29404 members 
Mstep: Class 25 contains 9361 members 
Mstep: Class 26 contains 6032 members 
Mstep: Class 27 contains 8827 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6943 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 2512 members 
Mstep: Class 35 contains 5351 members 
Mstep: Class 36 contains 8512 members 
Mstep: Class 37 contains 7484 members 
Mstep: Class 38 contains 26843 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1277 members 
Mstep: Class 43 contains 11120 members 
Mstep: Class 44 contains 5513 members 
Mstep: Class 45 contains 25561 members 
Mstep: Class 46 contains 16635 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13718 members 
Mstep: Class 50 contains 9463 members 
Mstep: Class 51 contains 5056 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28332 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17340 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774532.000000 Penalty: 189167.531250
Iteration 200F: 58 clusters Score -6.477453e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 20742 members 
Mstep: Class 3 contains 18816 members 
Mstep: Class 4 contains 5015 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15628 members 
Mstep: Class 8 contains 34694 members 
Mstep: Class 9 contains 7236 members 
Mstep: Class 10 contains 11223 members 
Mstep: Class 11 contains 31972 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22765 members 
Mstep: Class 14 contains 20846 members 
Mstep: Class 15 contains 19552 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7268 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10379 members 
Mstep: Class 21 contains 13477 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29404 members 
Mstep: Class 25 contains 9359 members 
Mstep: Class 26 contains 6043 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6943 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4118 members 
Mstep: Class 34 contains 2511 members 
Mstep: Class 35 contains 5351 members 
Mstep: Class 36 contains 8509 members 
Mstep: Class 37 contains 7484 members 
Mstep: Class 38 contains 26843 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1277 members 
Mstep: Class 43 contains 11124 members 
Mstep: Class 44 contains 5513 members 
Mstep: Class 45 contains 25556 members 
Mstep: Class 46 contains 16634 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13710 members 
Mstep: Class 50 contains 9463 members 
Mstep: Class 51 contains 5052 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28333 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17341 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774500.000000 Penalty: 189167.531250
Iteration 201Q: 58 clusters Score -6.47745e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 20745 members 
Mstep: Class 3 contains 18818 members 
Mstep: Class 4 contains 5014 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15627 members 
Mstep: Class 8 contains 34690 members 
Mstep: Class 9 contains 7233 members 
Mstep: Class 10 contains 11223 members 
Mstep: Class 11 contains 31973 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22765 members 
Mstep: Class 14 contains 20846 members 
Mstep: Class 15 contains 19532 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7277 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10382 members 
Mstep: Class 21 contains 13476 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29405 members 
Mstep: Class 25 contains 9358 members 
Mstep: Class 26 contains 6052 members 
Mstep: Class 27 contains 8829 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6944 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4120 members 
Mstep: Class 34 contains 2510 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 8506 members 
Mstep: Class 37 contains 7483 members 
Mstep: Class 38 contains 26844 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1277 members 
Mstep: Class 43 contains 11128 members 
Mstep: Class 44 contains 5512 members 
Mstep: Class 45 contains 25553 members 
Mstep: Class 46 contains 16631 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13719 members 
Mstep: Class 50 contains 9463 members 
Mstep: Class 51 contains 5048 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28332 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17342 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774584.000000 Penalty: 189167.531250
Iteration 202Q: 58 clusters Score -6.477458e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 20748 members 
Mstep: Class 3 contains 18817 members 
Mstep: Class 4 contains 5012 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15624 members 
Mstep: Class 8 contains 34690 members 
Mstep: Class 9 contains 7228 members 
Mstep: Class 10 contains 11222 members 
Mstep: Class 11 contains 31970 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22765 members 
Mstep: Class 14 contains 20846 members 
Mstep: Class 15 contains 19517 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7293 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10386 members 
Mstep: Class 21 contains 13478 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29407 members 
Mstep: Class 25 contains 9358 members 
Mstep: Class 26 contains 6061 members 
Mstep: Class 27 contains 8829 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6944 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4132 members 
Mstep: Class 34 contains 2509 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 8501 members 
Mstep: Class 37 contains 7481 members 
Mstep: Class 38 contains 26844 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1277 members 
Mstep: Class 43 contains 11130 members 
Mstep: Class 44 contains 5513 members 
Mstep: Class 45 contains 25543 members 
Mstep: Class 46 contains 16629 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13721 members 
Mstep: Class 50 contains 9463 members 
Mstep: Class 51 contains 5045 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28332 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17342 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774664.000000 Penalty: 189167.531250
Iteration 203Q: 58 clusters Score -6.477466e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 20748 members 
Mstep: Class 3 contains 18827 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15622 members 
Mstep: Class 8 contains 34691 members 
Mstep: Class 9 contains 7223 members 
Mstep: Class 10 contains 11221 members 
Mstep: Class 11 contains 31966 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22764 members 
Mstep: Class 14 contains 20846 members 
Mstep: Class 15 contains 19500 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7306 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10387 members 
Mstep: Class 21 contains 13480 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29408 members 
Mstep: Class 25 contains 9358 members 
Mstep: Class 26 contains 6064 members 
Mstep: Class 27 contains 8829 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6942 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4139 members 
Mstep: Class 34 contains 2509 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 8498 members 
Mstep: Class 37 contains 7482 members 
Mstep: Class 38 contains 26845 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1278 members 
Mstep: Class 43 contains 11141 members 
Mstep: Class 44 contains 5513 members 
Mstep: Class 45 contains 25537 members 
Mstep: Class 46 contains 16625 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13714 members 
Mstep: Class 50 contains 9463 members 
Mstep: Class 51 contains 5045 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28333 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17341 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774684.000000 Penalty: 189167.531250
Iteration 204Q: 58 clusters Score -6.477468e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 20749 members 
Mstep: Class 3 contains 18833 members 
Mstep: Class 4 contains 5010 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15622 members 
Mstep: Class 8 contains 34691 members 
Mstep: Class 9 contains 7218 members 
Mstep: Class 10 contains 11220 members 
Mstep: Class 11 contains 31967 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22762 members 
Mstep: Class 14 contains 20846 members 
Mstep: Class 15 contains 19482 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7327 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10394 members 
Mstep: Class 21 contains 13480 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29408 members 
Mstep: Class 25 contains 9356 members 
Mstep: Class 26 contains 6069 members 
Mstep: Class 27 contains 8829 members 
Mstep: Class 28 contains 14138 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6941 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4151 members 
Mstep: Class 34 contains 2510 members 
Mstep: Class 35 contains 5354 members 
Mstep: Class 36 contains 8497 members 
Mstep: Class 37 contains 7482 members 
Mstep: Class 38 contains 26845 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1278 members 
Mstep: Class 43 contains 11139 members 
Mstep: Class 44 contains 5514 members 
Mstep: Class 45 contains 25527 members 
Mstep: Class 46 contains 16624 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13701 members 
Mstep: Class 50 contains 9462 members 
Mstep: Class 51 contains 5045 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28335 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17341 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774720.000000 Penalty: 189167.531250
Iteration 205Q: 58 clusters Score -6.477472e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 20750 members 
Mstep: Class 3 contains 18839 members 
Mstep: Class 4 contains 5010 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15620 members 
Mstep: Class 8 contains 34692 members 
Mstep: Class 9 contains 7215 members 
Mstep: Class 10 contains 11219 members 
Mstep: Class 11 contains 31966 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22758 members 
Mstep: Class 14 contains 20846 members 
Mstep: Class 15 contains 19457 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7346 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10398 members 
Mstep: Class 21 contains 13480 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29407 members 
Mstep: Class 25 contains 9356 members 
Mstep: Class 26 contains 6078 members 
Mstep: Class 27 contains 8829 members 
Mstep: Class 28 contains 14138 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6940 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4159 members 
Mstep: Class 34 contains 2511 members 
Mstep: Class 35 contains 5355 members 
Mstep: Class 36 contains 8496 members 
Mstep: Class 37 contains 7480 members 
Mstep: Class 38 contains 26845 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1278 members 
Mstep: Class 43 contains 11147 members 
Mstep: Class 44 contains 5515 members 
Mstep: Class 45 contains 25514 members 
Mstep: Class 46 contains 16624 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13689 members 
Mstep: Class 50 contains 9462 members 
Mstep: Class 51 contains 5045 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28341 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17341 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774728.000000 Penalty: 189167.531250
Iteration 206Q: 58 clusters Score -6.477473e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 20752 members 
Mstep: Class 3 contains 18847 members 
Mstep: Class 4 contains 5009 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15619 members 
Mstep: Class 8 contains 34686 members 
Mstep: Class 9 contains 7207 members 
Mstep: Class 10 contains 11219 members 
Mstep: Class 11 contains 31967 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22754 members 
Mstep: Class 14 contains 20846 members 
Mstep: Class 15 contains 19432 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7366 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10406 members 
Mstep: Class 21 contains 13479 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29406 members 
Mstep: Class 25 contains 9356 members 
Mstep: Class 26 contains 6087 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14138 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6939 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4171 members 
Mstep: Class 34 contains 2511 members 
Mstep: Class 35 contains 5353 members 
Mstep: Class 36 contains 8495 members 
Mstep: Class 37 contains 7479 members 
Mstep: Class 38 contains 26846 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1279 members 
Mstep: Class 43 contains 11157 members 
Mstep: Class 44 contains 5516 members 
Mstep: Class 45 contains 25498 members 
Mstep: Class 46 contains 16623 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13682 members 
Mstep: Class 50 contains 9461 members 
Mstep: Class 51 contains 5044 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28348 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17341 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774720.000000 Penalty: 189167.531250
Iteration 207Q: 58 clusters Score -6.477472e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 20752 members 
Mstep: Class 3 contains 18853 members 
Mstep: Class 4 contains 5009 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15616 members 
Mstep: Class 8 contains 34685 members 
Mstep: Class 9 contains 7200 members 
Mstep: Class 10 contains 11217 members 
Mstep: Class 11 contains 31968 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22750 members 
Mstep: Class 14 contains 20846 members 
Mstep: Class 15 contains 19414 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7388 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10411 members 
Mstep: Class 21 contains 13478 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29408 members 
Mstep: Class 25 contains 9356 members 
Mstep: Class 26 contains 6085 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6938 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4185 members 
Mstep: Class 34 contains 2511 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 8493 members 
Mstep: Class 37 contains 7478 members 
Mstep: Class 38 contains 26846 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1280 members 
Mstep: Class 43 contains 11165 members 
Mstep: Class 44 contains 5513 members 
Mstep: Class 45 contains 25487 members 
Mstep: Class 46 contains 16624 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13678 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5043 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28352 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17341 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774684.000000 Penalty: 189167.531250
Iteration 208Q: 58 clusters Score -6.477468e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 20751 members 
Mstep: Class 3 contains 18865 members 
Mstep: Class 4 contains 5009 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15615 members 
Mstep: Class 8 contains 34688 members 
Mstep: Class 9 contains 7192 members 
Mstep: Class 10 contains 11216 members 
Mstep: Class 11 contains 31968 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22748 members 
Mstep: Class 14 contains 20846 members 
Mstep: Class 15 contains 19384 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7395 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10416 members 
Mstep: Class 21 contains 13478 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29408 members 
Mstep: Class 25 contains 9356 members 
Mstep: Class 26 contains 6086 members 
Mstep: Class 27 contains 8829 members 
Mstep: Class 28 contains 14138 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6938 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4190 members 
Mstep: Class 34 contains 2511 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 8491 members 
Mstep: Class 37 contains 7478 members 
Mstep: Class 38 contains 26846 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1280 members 
Mstep: Class 43 contains 11173 members 
Mstep: Class 44 contains 5513 members 
Mstep: Class 45 contains 25491 members 
Mstep: Class 46 contains 16621 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13677 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5042 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28354 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17341 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774620.000000 Penalty: 189167.531250
Iteration 209Q: 58 clusters Score -6.477462e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 20750 members 
Mstep: Class 3 contains 18868 members 
Mstep: Class 4 contains 5009 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15615 members 
Mstep: Class 8 contains 34690 members 
Mstep: Class 9 contains 7191 members 
Mstep: Class 10 contains 11216 members 
Mstep: Class 11 contains 31969 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22750 members 
Mstep: Class 14 contains 20846 members 
Mstep: Class 15 contains 19364 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7408 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10422 members 
Mstep: Class 21 contains 13477 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29408 members 
Mstep: Class 25 contains 9356 members 
Mstep: Class 26 contains 6087 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14138 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6938 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4200 members 
Mstep: Class 34 contains 2511 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 8491 members 
Mstep: Class 37 contains 7477 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1280 members 
Mstep: Class 43 contains 11173 members 
Mstep: Class 44 contains 5512 members 
Mstep: Class 45 contains 25492 members 
Mstep: Class 46 contains 16618 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13671 members 
Mstep: Class 50 contains 9459 members 
Mstep: Class 51 contains 5041 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28352 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17341 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774732.000000 Penalty: 189167.531250
Iteration 210Q: 58 clusters Score -6.477473e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 20748 members 
Mstep: Class 3 contains 18871 members 
Mstep: Class 4 contains 5009 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15613 members 
Mstep: Class 8 contains 34693 members 
Mstep: Class 9 contains 7191 members 
Mstep: Class 10 contains 11217 members 
Mstep: Class 11 contains 31968 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22749 members 
Mstep: Class 14 contains 20846 members 
Mstep: Class 15 contains 19354 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7423 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10423 members 
Mstep: Class 21 contains 13476 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29408 members 
Mstep: Class 25 contains 9356 members 
Mstep: Class 26 contains 6089 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6938 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4203 members 
Mstep: Class 34 contains 2512 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 8490 members 
Mstep: Class 37 contains 7474 members 
Mstep: Class 38 contains 26848 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1280 members 
Mstep: Class 43 contains 11168 members 
Mstep: Class 44 contains 5511 members 
Mstep: Class 45 contains 25495 members 
Mstep: Class 46 contains 16617 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13664 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5041 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28354 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17342 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774704.000000 Penalty: 189167.531250
Iteration 211Q: 58 clusters Score -6.47747e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 20747 members 
Mstep: Class 3 contains 18872 members 
Mstep: Class 4 contains 5009 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15613 members 
Mstep: Class 8 contains 34694 members 
Mstep: Class 9 contains 7191 members 
Mstep: Class 10 contains 11217 members 
Mstep: Class 11 contains 31967 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22749 members 
Mstep: Class 14 contains 20846 members 
Mstep: Class 15 contains 19327 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7455 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10434 members 
Mstep: Class 21 contains 13476 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9355 members 
Mstep: Class 26 contains 6089 members 
Mstep: Class 27 contains 8827 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6938 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4206 members 
Mstep: Class 34 contains 2514 members 
Mstep: Class 35 contains 5350 members 
Mstep: Class 36 contains 8489 members 
Mstep: Class 37 contains 7473 members 
Mstep: Class 38 contains 26848 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1280 members 
Mstep: Class 43 contains 11157 members 
Mstep: Class 44 contains 5511 members 
Mstep: Class 45 contains 25491 members 
Mstep: Class 46 contains 16616 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13659 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5041 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28355 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17343 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774816.000000 Penalty: 189167.531250
Iteration 212Q: 58 clusters Score -6.477482e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 20745 members 
Mstep: Class 3 contains 18873 members 
Mstep: Class 4 contains 5009 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15613 members 
Mstep: Class 8 contains 34697 members 
Mstep: Class 9 contains 7192 members 
Mstep: Class 10 contains 11216 members 
Mstep: Class 11 contains 31969 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22749 members 
Mstep: Class 14 contains 20846 members 
Mstep: Class 15 contains 19305 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7470 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10452 members 
Mstep: Class 21 contains 13476 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9355 members 
Mstep: Class 26 contains 6090 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6938 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4211 members 
Mstep: Class 34 contains 2514 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 8489 members 
Mstep: Class 37 contains 7472 members 
Mstep: Class 38 contains 26848 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1280 members 
Mstep: Class 43 contains 11144 members 
Mstep: Class 44 contains 5513 members 
Mstep: Class 45 contains 25490 members 
Mstep: Class 46 contains 16615 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13655 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5038 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28355 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17343 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774768.000000 Penalty: 189167.531250
Iteration 213Q: 58 clusters Score -6.477477e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 20744 members 
Mstep: Class 3 contains 18874 members 
Mstep: Class 4 contains 5009 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15611 members 
Mstep: Class 8 contains 34693 members 
Mstep: Class 9 contains 7190 members 
Mstep: Class 10 contains 11216 members 
Mstep: Class 11 contains 31973 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22749 members 
Mstep: Class 14 contains 20847 members 
Mstep: Class 15 contains 19289 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7482 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10473 members 
Mstep: Class 21 contains 13476 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9355 members 
Mstep: Class 26 contains 6092 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6939 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4213 members 
Mstep: Class 34 contains 2514 members 
Mstep: Class 35 contains 5347 members 
Mstep: Class 36 contains 8490 members 
Mstep: Class 37 contains 7472 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1280 members 
Mstep: Class 43 contains 11130 members 
Mstep: Class 44 contains 5513 members 
Mstep: Class 45 contains 25489 members 
Mstep: Class 46 contains 16615 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13656 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5035 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28355 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17343 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774784.000000 Penalty: 189167.531250
Iteration 214Q: 58 clusters Score -6.477478e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 20744 members 
Mstep: Class 3 contains 18876 members 
Mstep: Class 4 contains 5009 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15610 members 
Mstep: Class 8 contains 34694 members 
Mstep: Class 9 contains 7184 members 
Mstep: Class 10 contains 11214 members 
Mstep: Class 11 contains 31973 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22749 members 
Mstep: Class 14 contains 20847 members 
Mstep: Class 15 contains 19277 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7499 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10488 members 
Mstep: Class 21 contains 13475 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90191 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9355 members 
Mstep: Class 26 contains 6090 members 
Mstep: Class 27 contains 8827 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6941 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4217 members 
Mstep: Class 34 contains 2514 members 
Mstep: Class 35 contains 5343 members 
Mstep: Class 36 contains 8489 members 
Mstep: Class 37 contains 7472 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7845 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1280 members 
Mstep: Class 43 contains 11124 members 
Mstep: Class 44 contains 5513 members 
Mstep: Class 45 contains 25487 members 
Mstep: Class 46 contains 16615 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13658 members 
Mstep: Class 50 contains 9458 members 
Mstep: Class 51 contains 5033 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28355 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17343 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774812.000000 Penalty: 189167.531250
Iteration 215Q: 58 clusters Score -6.477481e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 20746 members 
Mstep: Class 3 contains 18882 members 
Mstep: Class 4 contains 5009 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15609 members 
Mstep: Class 8 contains 34691 members 
Mstep: Class 9 contains 7180 members 
Mstep: Class 10 contains 11215 members 
Mstep: Class 11 contains 31972 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22749 members 
Mstep: Class 14 contains 20847 members 
Mstep: Class 15 contains 19267 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7511 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10504 members 
Mstep: Class 21 contains 13474 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90191 members 
Mstep: Class 24 contains 29408 members 
Mstep: Class 25 contains 9355 members 
Mstep: Class 26 contains 6091 members 
Mstep: Class 27 contains 8826 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6943 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4223 members 
Mstep: Class 34 contains 2514 members 
Mstep: Class 35 contains 5338 members 
Mstep: Class 36 contains 8489 members 
Mstep: Class 37 contains 7471 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7845 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1280 members 
Mstep: Class 43 contains 11114 members 
Mstep: Class 44 contains 5513 members 
Mstep: Class 45 contains 25490 members 
Mstep: Class 46 contains 16615 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13651 members 
Mstep: Class 50 contains 9458 members 
Mstep: Class 51 contains 5031 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28356 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17343 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774780.000000 Penalty: 189167.531250
Iteration 216Q: 58 clusters Score -6.477478e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 20747 members 
Mstep: Class 3 contains 18886 members 
Mstep: Class 4 contains 5009 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15608 members 
Mstep: Class 8 contains 34691 members 
Mstep: Class 9 contains 7179 members 
Mstep: Class 10 contains 11213 members 
Mstep: Class 11 contains 31970 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22749 members 
Mstep: Class 14 contains 20849 members 
Mstep: Class 15 contains 19252 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7521 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10519 members 
Mstep: Class 21 contains 13474 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90191 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9356 members 
Mstep: Class 26 contains 6093 members 
Mstep: Class 27 contains 8826 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6942 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4234 members 
Mstep: Class 34 contains 2514 members 
Mstep: Class 35 contains 5336 members 
Mstep: Class 36 contains 8489 members 
Mstep: Class 37 contains 7471 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7845 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1280 members 
Mstep: Class 43 contains 11106 members 
Mstep: Class 44 contains 5512 members 
Mstep: Class 45 contains 25484 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13646 members 
Mstep: Class 50 contains 9459 members 
Mstep: Class 51 contains 5028 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28356 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17343 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774772.000000 Penalty: 189167.531250
Iteration 217Q: 58 clusters Score -6.477477e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 20746 members 
Mstep: Class 3 contains 18887 members 
Mstep: Class 4 contains 5009 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15608 members 
Mstep: Class 8 contains 34691 members 
Mstep: Class 9 contains 7176 members 
Mstep: Class 10 contains 11211 members 
Mstep: Class 11 contains 31968 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22749 members 
Mstep: Class 14 contains 20850 members 
Mstep: Class 15 contains 19236 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7519 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10538 members 
Mstep: Class 21 contains 13474 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90191 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9355 members 
Mstep: Class 26 contains 6098 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6941 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4238 members 
Mstep: Class 34 contains 2515 members 
Mstep: Class 35 contains 5334 members 
Mstep: Class 36 contains 8489 members 
Mstep: Class 37 contains 7471 members 
Mstep: Class 38 contains 26848 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1281 members 
Mstep: Class 43 contains 11098 members 
Mstep: Class 44 contains 5512 members 
Mstep: Class 45 contains 25488 members 
Mstep: Class 46 contains 16615 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13645 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5027 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28356 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17343 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774804.000000 Penalty: 189167.531250
Iteration 218Q: 58 clusters Score -6.47748e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 20746 members 
Mstep: Class 3 contains 18888 members 
Mstep: Class 4 contains 5009 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15607 members 
Mstep: Class 8 contains 34693 members 
Mstep: Class 9 contains 7174 members 
Mstep: Class 10 contains 11210 members 
Mstep: Class 11 contains 31963 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22749 members 
Mstep: Class 14 contains 20851 members 
Mstep: Class 15 contains 19227 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7517 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10555 members 
Mstep: Class 21 contains 13473 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90191 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9353 members 
Mstep: Class 26 contains 6108 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6941 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4240 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 5331 members 
Mstep: Class 36 contains 8486 members 
Mstep: Class 37 contains 7469 members 
Mstep: Class 38 contains 26848 members 
Mstep: Class 39 contains 7843 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1281 members 
Mstep: Class 43 contains 11085 members 
Mstep: Class 44 contains 5512 members 
Mstep: Class 45 contains 25489 members 
Mstep: Class 46 contains 16615 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13653 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5027 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28356 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17344 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774752.000000 Penalty: 189167.531250
Iteration 219Q: 58 clusters Score -6.477475e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 20747 members 
Mstep: Class 3 contains 18892 members 
Mstep: Class 4 contains 5010 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15607 members 
Mstep: Class 8 contains 34696 members 
Mstep: Class 9 contains 7172 members 
Mstep: Class 10 contains 11212 members 
Mstep: Class 11 contains 31964 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22749 members 
Mstep: Class 14 contains 20851 members 
Mstep: Class 15 contains 19206 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7520 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10564 members 
Mstep: Class 21 contains 13471 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90191 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9351 members 
Mstep: Class 26 contains 6112 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6940 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4241 members 
Mstep: Class 34 contains 2518 members 
Mstep: Class 35 contains 5330 members 
Mstep: Class 36 contains 8485 members 
Mstep: Class 37 contains 7469 members 
Mstep: Class 38 contains 26848 members 
Mstep: Class 39 contains 7843 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1281 members 
Mstep: Class 43 contains 11082 members 
Mstep: Class 44 contains 5512 members 
Mstep: Class 45 contains 25494 members 
Mstep: Class 46 contains 16615 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13651 members 
Mstep: Class 50 contains 9459 members 
Mstep: Class 51 contains 5027 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28356 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17345 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774780.000000 Penalty: 189167.531250
Iteration 220F: 58 clusters Score -6.477478e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 20748 members 
Mstep: Class 3 contains 18893 members 
Mstep: Class 4 contains 5010 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15607 members 
Mstep: Class 8 contains 34699 members 
Mstep: Class 9 contains 7170 members 
Mstep: Class 10 contains 11209 members 
Mstep: Class 11 contains 31962 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22748 members 
Mstep: Class 14 contains 20851 members 
Mstep: Class 15 contains 19189 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7527 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10569 members 
Mstep: Class 21 contains 13471 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90191 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9347 members 
Mstep: Class 26 contains 6115 members 
Mstep: Class 27 contains 8829 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6938 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4242 members 
Mstep: Class 34 contains 2518 members 
Mstep: Class 35 contains 5331 members 
Mstep: Class 36 contains 8484 members 
Mstep: Class 37 contains 7472 members 
Mstep: Class 38 contains 26848 members 
Mstep: Class 39 contains 7843 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1281 members 
Mstep: Class 43 contains 11084 members 
Mstep: Class 44 contains 5512 members 
Mstep: Class 45 contains 25499 members 
Mstep: Class 46 contains 16615 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13648 members 
Mstep: Class 50 contains 9461 members 
Mstep: Class 51 contains 5026 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28356 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17346 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774828.000000 Penalty: 189167.531250
Iteration 221Q: 58 clusters Score -6.477483e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 20749 members 
Mstep: Class 3 contains 18896 members 
Mstep: Class 4 contains 5010 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15607 members 
Mstep: Class 8 contains 34699 members 
Mstep: Class 9 contains 7170 members 
Mstep: Class 10 contains 11207 members 
Mstep: Class 11 contains 31960 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22748 members 
Mstep: Class 14 contains 20851 members 
Mstep: Class 15 contains 19177 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7528 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10572 members 
Mstep: Class 21 contains 13471 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90191 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9346 members 
Mstep: Class 26 contains 6118 members 
Mstep: Class 27 contains 8829 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6938 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4243 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 5331 members 
Mstep: Class 36 contains 8482 members 
Mstep: Class 37 contains 7472 members 
Mstep: Class 38 contains 26848 members 
Mstep: Class 39 contains 7843 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1280 members 
Mstep: Class 43 contains 11083 members 
Mstep: Class 44 contains 5513 members 
Mstep: Class 45 contains 25503 members 
Mstep: Class 46 contains 16615 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13653 members 
Mstep: Class 50 contains 9461 members 
Mstep: Class 51 contains 5026 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28356 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17346 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774872.000000 Penalty: 189167.531250
Iteration 222Q: 58 clusters Score -6.477487e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 20750 members 
Mstep: Class 3 contains 18898 members 
Mstep: Class 4 contains 5010 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15606 members 
Mstep: Class 8 contains 34700 members 
Mstep: Class 9 contains 7168 members 
Mstep: Class 10 contains 11207 members 
Mstep: Class 11 contains 31959 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22748 members 
Mstep: Class 14 contains 20851 members 
Mstep: Class 15 contains 19169 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7535 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10578 members 
Mstep: Class 21 contains 13469 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90191 members 
Mstep: Class 24 contains 29411 members 
Mstep: Class 25 contains 9345 members 
Mstep: Class 26 contains 6120 members 
Mstep: Class 27 contains 8829 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6938 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4243 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 5330 members 
Mstep: Class 36 contains 8480 members 
Mstep: Class 37 contains 7472 members 
Mstep: Class 38 contains 26848 members 
Mstep: Class 39 contains 7843 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1280 members 
Mstep: Class 43 contains 11082 members 
Mstep: Class 44 contains 5512 members 
Mstep: Class 45 contains 25502 members 
Mstep: Class 46 contains 16615 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13656 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5026 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28356 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17346 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774868.000000 Penalty: 189167.531250
Iteration 223Q: 58 clusters Score -6.477487e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 20748 members 
Mstep: Class 3 contains 18902 members 
Mstep: Class 4 contains 5010 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15606 members 
Mstep: Class 8 contains 34699 members 
Mstep: Class 9 contains 7165 members 
Mstep: Class 10 contains 11207 members 
Mstep: Class 11 contains 31956 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22748 members 
Mstep: Class 14 contains 20851 members 
Mstep: Class 15 contains 19162 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7545 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10582 members 
Mstep: Class 21 contains 13467 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90191 members 
Mstep: Class 24 contains 29411 members 
Mstep: Class 25 contains 9346 members 
Mstep: Class 26 contains 6119 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6938 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4250 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 5331 members 
Mstep: Class 36 contains 8480 members 
Mstep: Class 37 contains 7471 members 
Mstep: Class 38 contains 26848 members 
Mstep: Class 39 contains 7843 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1280 members 
Mstep: Class 43 contains 11077 members 
Mstep: Class 44 contains 5512 members 
Mstep: Class 45 contains 25505 members 
Mstep: Class 46 contains 16615 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13652 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5026 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28357 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17346 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774828.000000 Penalty: 189167.531250
Iteration 224Q: 58 clusters Score -6.477483e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20749 members 
Mstep: Class 3 contains 18907 members 
Mstep: Class 4 contains 5009 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15606 members 
Mstep: Class 8 contains 34696 members 
Mstep: Class 9 contains 7160 members 
Mstep: Class 10 contains 11205 members 
Mstep: Class 11 contains 31954 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22748 members 
Mstep: Class 14 contains 20851 members 
Mstep: Class 15 contains 19152 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7554 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10590 members 
Mstep: Class 21 contains 13466 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29411 members 
Mstep: Class 25 contains 9346 members 
Mstep: Class 26 contains 6116 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6938 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4260 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 5330 members 
Mstep: Class 36 contains 8480 members 
Mstep: Class 37 contains 7471 members 
Mstep: Class 38 contains 26848 members 
Mstep: Class 39 contains 7843 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1280 members 
Mstep: Class 43 contains 11074 members 
Mstep: Class 44 contains 5512 members 
Mstep: Class 45 contains 25510 members 
Mstep: Class 46 contains 16615 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13647 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5026 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28357 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17346 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774852.000000 Penalty: 189167.531250
Iteration 225Q: 58 clusters Score -6.477485e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20751 members 
Mstep: Class 3 contains 18905 members 
Mstep: Class 4 contains 5006 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15605 members 
Mstep: Class 8 contains 34694 members 
Mstep: Class 9 contains 7157 members 
Mstep: Class 10 contains 11204 members 
Mstep: Class 11 contains 31955 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22748 members 
Mstep: Class 14 contains 20851 members 
Mstep: Class 15 contains 19144 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7561 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10599 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29411 members 
Mstep: Class 25 contains 9346 members 
Mstep: Class 26 contains 6116 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6938 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4264 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 5327 members 
Mstep: Class 36 contains 8480 members 
Mstep: Class 37 contains 7467 members 
Mstep: Class 38 contains 26848 members 
Mstep: Class 39 contains 7843 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1280 members 
Mstep: Class 43 contains 11076 members 
Mstep: Class 44 contains 5511 members 
Mstep: Class 45 contains 25514 members 
Mstep: Class 46 contains 16615 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13647 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5026 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28357 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17346 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774952.000000 Penalty: 189167.531250
Iteration 226Q: 58 clusters Score -6.477495e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20750 members 
Mstep: Class 3 contains 18906 members 
Mstep: Class 4 contains 5005 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15603 members 
Mstep: Class 8 contains 34691 members 
Mstep: Class 9 contains 7153 members 
Mstep: Class 10 contains 11200 members 
Mstep: Class 11 contains 31956 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22748 members 
Mstep: Class 14 contains 20851 members 
Mstep: Class 15 contains 19145 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7564 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10604 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29411 members 
Mstep: Class 25 contains 9346 members 
Mstep: Class 26 contains 6110 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6939 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4276 members 
Mstep: Class 34 contains 2516 members 
Mstep: Class 35 contains 5324 members 
Mstep: Class 36 contains 8480 members 
Mstep: Class 37 contains 7468 members 
Mstep: Class 38 contains 26848 members 
Mstep: Class 39 contains 7843 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1280 members 
Mstep: Class 43 contains 11077 members 
Mstep: Class 44 contains 5510 members 
Mstep: Class 45 contains 25519 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13642 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5027 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28357 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17346 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774944.000000 Penalty: 189167.531250
Iteration 227Q: 58 clusters Score -6.477494e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20750 members 
Mstep: Class 3 contains 18904 members 
Mstep: Class 4 contains 5005 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15603 members 
Mstep: Class 8 contains 34691 members 
Mstep: Class 9 contains 7151 members 
Mstep: Class 10 contains 11196 members 
Mstep: Class 11 contains 31958 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22748 members 
Mstep: Class 14 contains 20851 members 
Mstep: Class 15 contains 19140 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7564 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10607 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29411 members 
Mstep: Class 25 contains 9346 members 
Mstep: Class 26 contains 6109 members 
Mstep: Class 27 contains 8826 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6939 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4290 members 
Mstep: Class 34 contains 2516 members 
Mstep: Class 35 contains 5321 members 
Mstep: Class 36 contains 8480 members 
Mstep: Class 37 contains 7468 members 
Mstep: Class 38 contains 26846 members 
Mstep: Class 39 contains 7843 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1280 members 
Mstep: Class 43 contains 11083 members 
Mstep: Class 44 contains 5509 members 
Mstep: Class 45 contains 25520 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13638 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5027 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28357 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17346 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774860.000000 Penalty: 189167.531250
Iteration 228Q: 58 clusters Score -6.477486e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20750 members 
Mstep: Class 3 contains 18904 members 
Mstep: Class 4 contains 5005 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15603 members 
Mstep: Class 8 contains 34692 members 
Mstep: Class 9 contains 7151 members 
Mstep: Class 10 contains 11195 members 
Mstep: Class 11 contains 31960 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20851 members 
Mstep: Class 15 contains 19121 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7578 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10609 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29411 members 
Mstep: Class 25 contains 9347 members 
Mstep: Class 26 contains 6108 members 
Mstep: Class 27 contains 8827 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6940 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4297 members 
Mstep: Class 34 contains 2515 members 
Mstep: Class 35 contains 5321 members 
Mstep: Class 36 contains 8480 members 
Mstep: Class 37 contains 7468 members 
Mstep: Class 38 contains 26846 members 
Mstep: Class 39 contains 7843 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1280 members 
Mstep: Class 43 contains 11084 members 
Mstep: Class 44 contains 5509 members 
Mstep: Class 45 contains 25512 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13639 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5027 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28357 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17346 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774860.000000 Penalty: 189167.531250
Iteration 229Q: 58 clusters Score -6.477486e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 20749 members 
Mstep: Class 3 contains 18908 members 
Mstep: Class 4 contains 5005 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15603 members 
Mstep: Class 8 contains 34693 members 
Mstep: Class 9 contains 7151 members 
Mstep: Class 10 contains 11194 members 
Mstep: Class 11 contains 31957 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20851 members 
Mstep: Class 15 contains 19107 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7583 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10609 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29411 members 
Mstep: Class 25 contains 9347 members 
Mstep: Class 26 contains 6110 members 
Mstep: Class 27 contains 8827 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6943 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4306 members 
Mstep: Class 34 contains 2515 members 
Mstep: Class 35 contains 5323 members 
Mstep: Class 36 contains 8480 members 
Mstep: Class 37 contains 7469 members 
Mstep: Class 38 contains 26846 members 
Mstep: Class 39 contains 7843 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1280 members 
Mstep: Class 43 contains 11081 members 
Mstep: Class 44 contains 5508 members 
Mstep: Class 45 contains 25507 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13641 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5027 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28357 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17346 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774808.000000 Penalty: 189167.531250
Iteration 230Q: 58 clusters Score -6.477481e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 20748 members 
Mstep: Class 3 contains 18913 members 
Mstep: Class 4 contains 5005 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15603 members 
Mstep: Class 8 contains 34693 members 
Mstep: Class 9 contains 7149 members 
Mstep: Class 10 contains 11190 members 
Mstep: Class 11 contains 31956 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20851 members 
Mstep: Class 15 contains 19089 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7590 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10613 members 
Mstep: Class 21 contains 13464 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29411 members 
Mstep: Class 25 contains 9347 members 
Mstep: Class 26 contains 6108 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6944 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4318 members 
Mstep: Class 34 contains 2516 members 
Mstep: Class 35 contains 5323 members 
Mstep: Class 36 contains 8480 members 
Mstep: Class 37 contains 7469 members 
Mstep: Class 38 contains 26846 members 
Mstep: Class 39 contains 7843 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1280 members 
Mstep: Class 43 contains 11080 members 
Mstep: Class 44 contains 5507 members 
Mstep: Class 45 contains 25507 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13641 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5027 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28357 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17346 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774832.000000 Penalty: 189167.531250
Iteration 231Q: 58 clusters Score -6.477483e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 20746 members 
Mstep: Class 3 contains 18913 members 
Mstep: Class 4 contains 5005 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15603 members 
Mstep: Class 8 contains 34691 members 
Mstep: Class 9 contains 7147 members 
Mstep: Class 10 contains 11185 members 
Mstep: Class 11 contains 31955 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20851 members 
Mstep: Class 15 contains 19079 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7595 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10616 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29411 members 
Mstep: Class 25 contains 9348 members 
Mstep: Class 26 contains 6108 members 
Mstep: Class 27 contains 8829 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6946 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4331 members 
Mstep: Class 34 contains 2516 members 
Mstep: Class 35 contains 5323 members 
Mstep: Class 36 contains 8480 members 
Mstep: Class 37 contains 7469 members 
Mstep: Class 38 contains 26846 members 
Mstep: Class 39 contains 7843 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1281 members 
Mstep: Class 43 contains 11078 members 
Mstep: Class 44 contains 5507 members 
Mstep: Class 45 contains 25508 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13640 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5027 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28357 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17346 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774844.000000 Penalty: 189167.531250
Iteration 232Q: 58 clusters Score -6.477484e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 20746 members 
Mstep: Class 3 contains 18910 members 
Mstep: Class 4 contains 5005 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15601 members 
Mstep: Class 8 contains 34689 members 
Mstep: Class 9 contains 7145 members 
Mstep: Class 10 contains 11184 members 
Mstep: Class 11 contains 31954 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20851 members 
Mstep: Class 15 contains 19076 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7597 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10618 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29411 members 
Mstep: Class 25 contains 9348 members 
Mstep: Class 26 contains 6107 members 
Mstep: Class 27 contains 8829 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4339 members 
Mstep: Class 34 contains 2516 members 
Mstep: Class 35 contains 5323 members 
Mstep: Class 36 contains 8480 members 
Mstep: Class 37 contains 7466 members 
Mstep: Class 38 contains 26846 members 
Mstep: Class 39 contains 7843 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11084 members 
Mstep: Class 44 contains 5507 members 
Mstep: Class 45 contains 25505 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13639 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5027 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28358 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17346 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774892.000000 Penalty: 189167.531250
Iteration 233Q: 58 clusters Score -6.477489e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 20746 members 
Mstep: Class 3 contains 18911 members 
Mstep: Class 4 contains 5005 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15601 members 
Mstep: Class 8 contains 34683 members 
Mstep: Class 9 contains 7143 members 
Mstep: Class 10 contains 11183 members 
Mstep: Class 11 contains 31951 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20851 members 
Mstep: Class 15 contains 19068 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7610 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10623 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29411 members 
Mstep: Class 25 contains 9348 members 
Mstep: Class 26 contains 6107 members 
Mstep: Class 27 contains 8829 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6949 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4348 members 
Mstep: Class 34 contains 2516 members 
Mstep: Class 35 contains 5324 members 
Mstep: Class 36 contains 8480 members 
Mstep: Class 37 contains 7465 members 
Mstep: Class 38 contains 26846 members 
Mstep: Class 39 contains 7843 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11079 members 
Mstep: Class 44 contains 5507 members 
Mstep: Class 45 contains 25500 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13641 members 
Mstep: Class 50 contains 9459 members 
Mstep: Class 51 contains 5027 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28358 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17346 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774872.000000 Penalty: 189167.531250
Iteration 234Q: 58 clusters Score -6.477487e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 20746 members 
Mstep: Class 3 contains 18909 members 
Mstep: Class 4 contains 5005 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15600 members 
Mstep: Class 8 contains 34683 members 
Mstep: Class 9 contains 7139 members 
Mstep: Class 10 contains 11183 members 
Mstep: Class 11 contains 31948 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20851 members 
Mstep: Class 15 contains 19060 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7628 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10626 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29411 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6107 members 
Mstep: Class 27 contains 8829 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6949 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4354 members 
Mstep: Class 34 contains 2516 members 
Mstep: Class 35 contains 5325 members 
Mstep: Class 36 contains 8480 members 
Mstep: Class 37 contains 7464 members 
Mstep: Class 38 contains 26846 members 
Mstep: Class 39 contains 7843 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11076 members 
Mstep: Class 44 contains 5507 members 
Mstep: Class 45 contains 25492 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13642 members 
Mstep: Class 50 contains 9459 members 
Mstep: Class 51 contains 5027 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28358 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17346 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774848.000000 Penalty: 189167.531250
Iteration 235Q: 58 clusters Score -6.477485e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 20746 members 
Mstep: Class 3 contains 18909 members 
Mstep: Class 4 contains 5005 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15598 members 
Mstep: Class 8 contains 34683 members 
Mstep: Class 9 contains 7136 members 
Mstep: Class 10 contains 11183 members 
Mstep: Class 11 contains 31945 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20851 members 
Mstep: Class 15 contains 19054 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7643 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10632 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29411 members 
Mstep: Class 25 contains 9348 members 
Mstep: Class 26 contains 6106 members 
Mstep: Class 27 contains 8829 members 
Mstep: Class 28 contains 14137 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6949 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4359 members 
Mstep: Class 34 contains 2516 members 
Mstep: Class 35 contains 5326 members 
Mstep: Class 36 contains 8480 members 
Mstep: Class 37 contains 7464 members 
Mstep: Class 38 contains 26846 members 
Mstep: Class 39 contains 7843 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11073 members 
Mstep: Class 44 contains 5507 members 
Mstep: Class 45 contains 25481 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13644 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5027 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28358 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17346 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774920.000000 Penalty: 189167.531250
Iteration 236Q: 58 clusters Score -6.477492e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20747 members 
Mstep: Class 3 contains 18905 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15596 members 
Mstep: Class 8 contains 34683 members 
Mstep: Class 9 contains 7135 members 
Mstep: Class 10 contains 11183 members 
Mstep: Class 11 contains 31942 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20851 members 
Mstep: Class 15 contains 19049 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7648 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10635 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29411 members 
Mstep: Class 25 contains 9347 members 
Mstep: Class 26 contains 6108 members 
Mstep: Class 27 contains 8832 members 
Mstep: Class 28 contains 14136 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6949 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4364 members 
Mstep: Class 34 contains 2515 members 
Mstep: Class 35 contains 5329 members 
Mstep: Class 36 contains 8480 members 
Mstep: Class 37 contains 7462 members 
Mstep: Class 38 contains 26846 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11069 members 
Mstep: Class 44 contains 5507 members 
Mstep: Class 45 contains 25476 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13649 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5027 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28358 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774804.000000 Penalty: 189167.531250
Iteration 237Q: 58 clusters Score -6.47748e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20748 members 
Mstep: Class 3 contains 18905 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34682 members 
Mstep: Class 9 contains 7135 members 
Mstep: Class 10 contains 11183 members 
Mstep: Class 11 contains 31939 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20851 members 
Mstep: Class 15 contains 19043 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7653 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10638 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29411 members 
Mstep: Class 25 contains 9347 members 
Mstep: Class 26 contains 6111 members 
Mstep: Class 27 contains 8832 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6949 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4367 members 
Mstep: Class 34 contains 2515 members 
Mstep: Class 35 contains 5331 members 
Mstep: Class 36 contains 8480 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26846 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11067 members 
Mstep: Class 44 contains 5508 members 
Mstep: Class 45 contains 25473 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13648 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5027 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28359 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774824.000000 Penalty: 189167.531250
Iteration 238Q: 58 clusters Score -6.477482e+07 nChanged 47
Entering ConstructFrom: 
Score: -64774824.000000 Penalty: 189167.531250
Entering ConstructFrom: 
Trying to split cluster 1 (14289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Entering Unmasked Estep 
Score: -1538329.750000 Penalty: 2372.676758
	Iteration 0F: 2 clusters Score -1538330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1527968.875000 Penalty: 4745.353516
	Iteration 0F: 3 clusters Score -1527969 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1531152.875000 Penalty: 4745.353516
	Iteration 1F: 3 clusters Score -1531153 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1531523.250000 Penalty: 4745.353516
	Iteration 2F: 3 clusters Score -1531523 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1532042.875000 Penalty: 4745.353516
	Iteration 3F: 3 clusters Score -1532043 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1532811.750000 Penalty: 4745.353516
	Iteration 4F: 3 clusters Score -1532812 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1533777.250000 Penalty: 4745.353516
	Iteration 5F: 3 clusters Score -1533777 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1534692.000000 Penalty: 4745.353516
	Iteration 6F: 3 clusters Score -1534692 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1535545.250000 Penalty: 4745.353516
	Iteration 7F: 3 clusters Score -1535545 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1536174.875000 Penalty: 4745.353516
	Iteration 8F: 3 clusters Score -1536175 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1536572.500000 Penalty: 4745.353516
	Iteration 9Q: 3 clusters Score -1536572 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1536807.875000 Penalty: 4745.353516
	Iteration 10Q: 3 clusters Score -1536808 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1536929.625000 Penalty: 4745.353516
	Iteration 11Q: 3 clusters Score -1536930 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1536994.625000 Penalty: 4745.353516
	Iteration 12Q: 3 clusters Score -1536995 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1537036.250000 Penalty: 4745.353516
	Iteration 13Q: 3 clusters Score -1537036 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1537056.125000 Penalty: 4745.353516
	Iteration 14Q: 3 clusters Score -1537056 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1537067.125000 Penalty: 4745.353516
	Iteration 15Q: 3 clusters Score -1537067 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1537075.750000 Penalty: 4745.353516
	Iteration 16Q: 3 clusters Score -1537076 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1537078.500000 Penalty: 4745.353516
	Iteration 17Q: 3 clusters Score -1537078 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1537090.500000 Penalty: 4745.353516
	Iteration 18Q: 3 clusters Score -1537090 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1537096.250000 Penalty: 4745.353516
	Iteration 19Q: 3 clusters Score -1537096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1537101.250000 Penalty: 4745.353516
	Iteration 20F: 3 clusters Score -1537101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1537100.375000 Penalty: 4745.353516
	Iteration 21Q: 3 clusters Score -1537100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1537105.750000 Penalty: 4745.353516
	Iteration 22Q: 3 clusters Score -1537106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1537106.125000 Penalty: 4745.353516
	Iteration 23Q: 3 clusters Score -1537106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1537110.750000 Penalty: 4745.353516
	Iteration 24Q: 3 clusters Score -1537111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1537115.750000 Penalty: 4745.353516
	Iteration 25Q: 3 clusters Score -1537116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1537118.500000 Penalty: 4745.353516
	Iteration 26Q: 3 clusters Score -1537118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1537117.625000 Penalty: 4745.353516
	Iteration 27Q: 3 clusters Score -1537118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1537117.875000 Penalty: 4745.353516
	Iteration 28Q: 3 clusters Score -1537118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1537119.500000 Penalty: 4745.353516
	Iteration 29Q: 3 clusters Score -1537120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1537122.875000 Penalty: 4745.353516
	Iteration 30Q: 3 clusters Score -1537123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1537121.625000 Penalty: 4745.353516
	Iteration 31Q: 3 clusters Score -1537122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1537127.875000 Penalty: 4745.353516
	Iteration 32Q: 3 clusters Score -1537128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1537134.500000 Penalty: 4745.353516
	Iteration 33Q: 3 clusters Score -1537134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1537134.000000 Penalty: 4745.353516
	Iteration 34Q: 3 clusters Score -1537134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1537137.750000 Penalty: 4745.353516
	Iteration 35Q: 3 clusters Score -1537138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1537144.250000 Penalty: 4745.353516
	Iteration 36Q: 3 clusters Score -1537144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1537143.625000 Penalty: 4745.353516
	Iteration 37Q: 3 clusters Score -1537144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1537143.625000 Penalty: 4745.353516
	Iteration 38Q: 3 clusters Score -1537144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1537141.750000 Penalty: 4745.353516
	Iteration 39Q: 3 clusters Score -1537142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1537144.625000 Penalty: 4745.353516
	Iteration 40F: 3 clusters Score -1537145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1537144.750000 Penalty: 4745.353516
	Iteration 41Q: 3 clusters Score -1537145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1537147.375000 Penalty: 4745.353516
	Iteration 42Q: 3 clusters Score -1537147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1537144.625000 Penalty: 4745.353516
	Iteration 43Q: 3 clusters Score -1537145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1537148.875000 Penalty: 4745.353516
	Iteration 44Q: 3 clusters Score -1537149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1537151.125000 Penalty: 4745.353516
	Iteration 45Q: 3 clusters Score -1537151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1537149.375000 Penalty: 4745.353516
	Iteration 46Q: 3 clusters Score -1537149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1537148.875000 Penalty: 4745.353516
	Iteration 47Q: 3 clusters Score -1537149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1537149.750000 Penalty: 4745.353516
	Iteration 48Q: 3 clusters Score -1537150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1537150.625000 Penalty: 4745.353516
	Iteration 49Q: 3 clusters Score -1537151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1537154.000000 Penalty: 4745.353516
	Iteration 50Q: 3 clusters Score -1537154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1537154.625000 Penalty: 4745.353516
	Iteration 51Q: 3 clusters Score -1537155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1537151.875000 Penalty: 4745.353516
	Iteration 52Q: 3 clusters Score -1537152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1537154.250000 Penalty: 4745.353516
	Iteration 53Q: 3 clusters Score -1537154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1537157.000000 Penalty: 4745.353516
	Iteration 54Q: 3 clusters Score -1537157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1537155.375000 Penalty: 4745.353516
	Iteration 55Q: 3 clusters Score -1537155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1537159.750000 Penalty: 4745.353516
	Iteration 56Q: 3 clusters Score -1537160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1537158.250000 Penalty: 4745.353516
	Iteration 57Q: 3 clusters Score -1537158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1537158.250000 Penalty: 4745.353516
	Iteration 58F: 3 clusters Score -1537158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Entering Unmasked Estep 
Score: -2226385.750000 Penalty: 2465.182861
	Iteration 0F: 2 clusters Score -2226386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2211726.500000 Penalty: 4930.365723
	Iteration 0F: 3 clusters Score -2211726 nChanged 9192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2216864.000000 Penalty: 4930.365723
	Iteration 1F: 3 clusters Score -2216864 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2217465.000000 Penalty: 4930.365723
	Iteration 2F: 3 clusters Score -2217465 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2218062.000000 Penalty: 4930.365723
	Iteration 3F: 3 clusters Score -2218062 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2218651.750000 Penalty: 4930.365723
	Iteration 4F: 3 clusters Score -2218652 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2219260.750000 Penalty: 4930.365723
	Iteration 5F: 3 clusters Score -2219261 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2219893.250000 Penalty: 4930.365723
	Iteration 6F: 3 clusters Score -2219893 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2220525.000000 Penalty: 4930.365723
	Iteration 7Q: 3 clusters Score -2220525 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2221168.250000 Penalty: 4930.365723
	Iteration 8Q: 3 clusters Score -2221168 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2221854.250000 Penalty: 4930.365723
	Iteration 9Q: 3 clusters Score -2221854 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -2222459.500000 Penalty: 4930.365723
	Iteration 10Q: 3 clusters Score -2222460 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -2222984.500000 Penalty: 4930.365723
	Iteration 11Q: 3 clusters Score -2222984 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -2223363.250000 Penalty: 4930.365723
	Iteration 12Q: 3 clusters Score -2223363 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -2223616.000000 Penalty: 4930.365723
	Iteration 13Q: 3 clusters Score -2223616 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2223808.500000 Penalty: 4930.365723
	Iteration 14Q: 3 clusters Score -2223808 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -2223955.000000 Penalty: 4930.365723
	Iteration 15Q: 3 clusters Score -2223955 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -2224088.500000 Penalty: 4930.365723
	Iteration 16Q: 3 clusters Score -2224088 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -2224191.750000 Penalty: 4930.365723
	Iteration 17Q: 3 clusters Score -2224192 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -2224247.000000 Penalty: 4930.365723
	Iteration 18Q: 3 clusters Score -2224247 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -2224286.500000 Penalty: 4930.365723
	Iteration 19Q: 3 clusters Score -2224286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -2224308.000000 Penalty: 4930.365723
	Iteration 20F: 3 clusters Score -2224308 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -2224328.000000 Penalty: 4930.365723
	Iteration 21Q: 3 clusters Score -2224328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -2224348.500000 Penalty: 4930.365723
	Iteration 22Q: 3 clusters Score -2224348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -2224363.500000 Penalty: 4930.365723
	Iteration 23Q: 3 clusters Score -2224364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -2224370.000000 Penalty: 4930.365723
	Iteration 24Q: 3 clusters Score -2224370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -2224380.250000 Penalty: 4930.365723
	Iteration 25Q: 3 clusters Score -2224380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -2224382.750000 Penalty: 4930.365723
	Iteration 26Q: 3 clusters Score -2224383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -2224386.000000 Penalty: 4930.365723
	Iteration 27Q: 3 clusters Score -2224386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -2224387.000000 Penalty: 4930.365723
	Iteration 28Q: 3 clusters Score -2224387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -2224389.250000 Penalty: 4930.365723
	Iteration 29Q: 3 clusters Score -2224389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -2224389.250000 Penalty: 4930.365723
	Iteration 30Q: 3 clusters Score -2224389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -2224389.000000 Penalty: 4930.365723
	Iteration 31Q: 3 clusters Score -2224389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -2224389.000000 Penalty: 4930.365723
	Iteration 32F: 3 clusters Score -2224389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Entering Unmasked Estep 
Score: -1855522.875000 Penalty: 2442.114258
	Iteration 0F: 2 clusters Score -1855523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1842180.625000 Penalty: 4884.228516
	Iteration 0F: 3 clusters Score -1842181 nChanged 8272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1846811.125000 Penalty: 4884.228516
	Iteration 1F: 3 clusters Score -1846811 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1847526.250000 Penalty: 4884.228516
	Iteration 2F: 3 clusters Score -1847526 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1848240.500000 Penalty: 4884.228516
	Iteration 3F: 3 clusters Score -1848240 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1848899.000000 Penalty: 4884.228516
	Iteration 4F: 3 clusters Score -1848899 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1849586.875000 Penalty: 4884.228516
	Iteration 5F: 3 clusters Score -1849587 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1850239.000000 Penalty: 4884.228516
	Iteration 6F: 3 clusters Score -1850239 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1850773.750000 Penalty: 4884.228516
	Iteration 7Q: 3 clusters Score -1850774 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1851229.625000 Penalty: 4884.228516
	Iteration 8Q: 3 clusters Score -1851230 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1851603.750000 Penalty: 4884.228516
	Iteration 9Q: 3 clusters Score -1851604 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1851918.250000 Penalty: 4884.228516
	Iteration 10Q: 3 clusters Score -1851918 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1852158.250000 Penalty: 4884.228516
	Iteration 11Q: 3 clusters Score -1852158 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -1852331.125000 Penalty: 4884.228516
	Iteration 12Q: 3 clusters Score -1852331 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -1852467.000000 Penalty: 4884.228516
	Iteration 13Q: 3 clusters Score -1852467 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -1852585.625000 Penalty: 4884.228516
	Iteration 14Q: 3 clusters Score -1852586 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -1852692.875000 Penalty: 4884.228516
	Iteration 15Q: 3 clusters Score -1852693 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -1852769.875000 Penalty: 4884.228516
	Iteration 16Q: 3 clusters Score -1852770 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -1852841.000000 Penalty: 4884.228516
	Iteration 17Q: 3 clusters Score -1852841 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -1852901.750000 Penalty: 4884.228516
	Iteration 18Q: 3 clusters Score -1852902 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -1852957.875000 Penalty: 4884.228516
	Iteration 19Q: 3 clusters Score -1852958 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -1853006.750000 Penalty: 4884.228516
	Iteration 20F: 3 clusters Score -1853007 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -1853063.250000 Penalty: 4884.228516
	Iteration 21Q: 3 clusters Score -1853063 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -1853100.875000 Penalty: 4884.228516
	Iteration 22Q: 3 clusters Score -1853101 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -1853124.625000 Penalty: 4884.228516
	Iteration 23Q: 3 clusters Score -1853125 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -1853158.500000 Penalty: 4884.228516
	Iteration 24Q: 3 clusters Score -1853158 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -1853190.500000 Penalty: 4884.228516
	Iteration 25Q: 3 clusters Score -1853190 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -1853217.625000 Penalty: 4884.228516
	Iteration 26Q: 3 clusters Score -1853218 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -1853238.875000 Penalty: 4884.228516
	Iteration 27Q: 3 clusters Score -1853239 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -1853265.875000 Penalty: 4884.228516
	Iteration 28Q: 3 clusters Score -1853266 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -1853272.500000 Penalty: 4884.228516
	Iteration 29Q: 3 clusters Score -1853272 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -1853282.000000 Penalty: 4884.228516
	Iteration 30Q: 3 clusters Score -1853282 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -1853296.125000 Penalty: 4884.228516
	Iteration 31Q: 3 clusters Score -1853296 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -1853306.000000 Penalty: 4884.228516
	Iteration 32Q: 3 clusters Score -1853306 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -1853318.750000 Penalty: 4884.228516
	Iteration 33Q: 3 clusters Score -1853319 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -1853334.250000 Penalty: 4884.228516
	Iteration 34Q: 3 clusters Score -1853334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -1853344.875000 Penalty: 4884.228516
	Iteration 35Q: 3 clusters Score -1853345 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -1853359.625000 Penalty: 4884.228516
	Iteration 36Q: 3 clusters Score -1853360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -1853364.500000 Penalty: 4884.228516
	Iteration 37Q: 3 clusters Score -1853364 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -1853374.625000 Penalty: 4884.228516
	Iteration 38Q: 3 clusters Score -1853375 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -1853386.250000 Penalty: 4884.228516
	Iteration 39Q: 3 clusters Score -1853386 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -1853399.000000 Penalty: 4884.228516
	Iteration 40F: 3 clusters Score -1853399 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -1853413.125000 Penalty: 4884.228516
	Iteration 41Q: 3 clusters Score -1853413 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -1853421.250000 Penalty: 4884.228516
	Iteration 42Q: 3 clusters Score -1853421 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -1853426.750000 Penalty: 4884.228516
	Iteration 43Q: 3 clusters Score -1853427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -1853427.000000 Penalty: 4884.228516
	Iteration 44Q: 3 clusters Score -1853427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -1853435.750000 Penalty: 4884.228516
	Iteration 45Q: 3 clusters Score -1853436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -1853441.625000 Penalty: 4884.228516
	Iteration 46Q: 3 clusters Score -1853442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -1853444.125000 Penalty: 4884.228516
	Iteration 47Q: 3 clusters Score -1853444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -1853444.500000 Penalty: 4884.228516
	Iteration 48Q: 3 clusters Score -1853444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -1853442.125000 Penalty: 4884.228516
	Iteration 49Q: 3 clusters Score -1853442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -1853448.125000 Penalty: 4884.228516
	Iteration 50Q: 3 clusters Score -1853448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -1853453.125000 Penalty: 4884.228516
	Iteration 51Q: 3 clusters Score -1853453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -1853454.500000 Penalty: 4884.228516
	Iteration 52Q: 3 clusters Score -1853454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -1853457.250000 Penalty: 4884.228516
	Iteration 53Q: 3 clusters Score -1853457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -1853458.250000 Penalty: 4884.228516
	Iteration 54Q: 3 clusters Score -1853458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -1853460.500000 Penalty: 4884.228516
	Iteration 55Q: 3 clusters Score -1853460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -1853461.500000 Penalty: 4884.228516
	Iteration 56Q: 3 clusters Score -1853462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -1853457.500000 Penalty: 4884.228516
	Iteration 57Q: 3 clusters Score -1853458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -1853461.000000 Penalty: 4884.228516
	Iteration 58Q: 3 clusters Score -1853461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -1853462.125000 Penalty: 4884.228516
	Iteration 59Q: 3 clusters Score -1853462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -1853464.625000 Penalty: 4884.228516
	Iteration 60F: 3 clusters Score -1853465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -1853465.875000 Penalty: 4884.228516
	Iteration 61Q: 3 clusters Score -1853466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -1853464.750000 Penalty: 4884.228516
	Iteration 62Q: 3 clusters Score -1853465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -1853466.000000 Penalty: 4884.228516
	Iteration 63Q: 3 clusters Score -1853466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -1853474.375000 Penalty: 4884.228516
	Iteration 64Q: 3 clusters Score -1853474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -1853476.250000 Penalty: 4884.228516
	Iteration 65Q: 3 clusters Score -1853476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -1853479.000000 Penalty: 4884.228516
	Iteration 66Q: 3 clusters Score -1853479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -1853480.500000 Penalty: 4884.228516
	Iteration 67Q: 3 clusters Score -1853480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -1853480.375000 Penalty: 4884.228516
	Iteration 68Q: 3 clusters Score -1853480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -1853483.875000 Penalty: 4884.228516
	Iteration 69Q: 3 clusters Score -1853484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -1853481.875000 Penalty: 4884.228516
	Iteration 70Q: 3 clusters Score -1853482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -1853481.875000 Penalty: 4884.228516
	Iteration 71F: 3 clusters Score -1853482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Entering Unmasked Estep 
Score: -549872.875000 Penalty: 2112.462158
	Iteration 0F: 2 clusters Score -549872.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -545340.312500 Penalty: 4224.924316
	Iteration 0F: 3 clusters Score -545340.3 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -546385.937500 Penalty: 4224.924316
	Iteration 1F: 3 clusters Score -546385.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -546627.437500 Penalty: 4224.924316
	Iteration 2F: 3 clusters Score -546627.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -546774.812500 Penalty: 4224.924316
	Iteration 3F: 3 clusters Score -546774.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -546862.000000 Penalty: 4224.924316
	Iteration 4Q: 3 clusters Score -546862 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -546940.625000 Penalty: 4224.924316
	Iteration 5Q: 3 clusters Score -546940.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -547006.000000 Penalty: 4224.924316
	Iteration 6Q: 3 clusters Score -547006 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -547056.437500 Penalty: 4224.924316
	Iteration 7Q: 3 clusters Score -547056.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -547110.375000 Penalty: 4224.924316
	Iteration 8Q: 3 clusters Score -547110.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -547168.187500 Penalty: 4224.924316
	Iteration 9Q: 3 clusters Score -547168.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -547233.750000 Penalty: 4224.924316
	Iteration 10Q: 3 clusters Score -547233.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -547300.562500 Penalty: 4224.924316
	Iteration 11Q: 3 clusters Score -547300.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -547382.187500 Penalty: 4224.924316
	Iteration 12Q: 3 clusters Score -547382.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -547477.062500 Penalty: 4224.924316
	Iteration 13Q: 3 clusters Score -547477.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -547550.437500 Penalty: 4224.924316
	Iteration 14Q: 3 clusters Score -547550.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -547628.687500 Penalty: 4224.924316
	Iteration 15Q: 3 clusters Score -547628.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -547711.125000 Penalty: 4224.924316
	Iteration 16Q: 3 clusters Score -547711.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -547804.812500 Penalty: 4224.924316
	Iteration 17Q: 3 clusters Score -547804.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -547885.500000 Penalty: 4224.924316
	Iteration 18Q: 3 clusters Score -547885.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -547948.312500 Penalty: 4224.924316
	Iteration 19Q: 3 clusters Score -547948.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -548001.187500 Penalty: 4224.924316
	Iteration 20F: 3 clusters Score -548001.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -548040.687500 Penalty: 4224.924316
	Iteration 21Q: 3 clusters Score -548040.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -548070.187500 Penalty: 4224.924316
	Iteration 22Q: 3 clusters Score -548070.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -548088.000000 Penalty: 4224.924316
	Iteration 23Q: 3 clusters Score -548088 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -548103.250000 Penalty: 4224.924316
	Iteration 24Q: 3 clusters Score -548103.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -548110.812500 Penalty: 4224.924316
	Iteration 25Q: 3 clusters Score -548110.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -548116.625000 Penalty: 4224.924316
	Iteration 26Q: 3 clusters Score -548116.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -548123.500000 Penalty: 4224.924316
	Iteration 27Q: 3 clusters Score -548123.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -548127.375000 Penalty: 4224.924316
	Iteration 28Q: 3 clusters Score -548127.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -548129.500000 Penalty: 4224.924316
	Iteration 29Q: 3 clusters Score -548129.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -548133.375000 Penalty: 4224.924316
	Iteration 30Q: 3 clusters Score -548133.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -548136.562500 Penalty: 4224.924316
	Iteration 31Q: 3 clusters Score -548136.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -548141.625000 Penalty: 4224.924316
	Iteration 32Q: 3 clusters Score -548141.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -548144.375000 Penalty: 4224.924316
	Iteration 33Q: 3 clusters Score -548144.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -548148.875000 Penalty: 4224.924316
	Iteration 34Q: 3 clusters Score -548148.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -548151.250000 Penalty: 4224.924316
	Iteration 35Q: 3 clusters Score -548151.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -548150.750000 Penalty: 4224.924316
	Iteration 36Q: 3 clusters Score -548150.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -548150.750000 Penalty: 4224.924316
	Iteration 37F: 3 clusters Score -548150.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Entering Unmasked Estep 
Score: -972174.125000 Penalty: 2260.966064
	Iteration 0F: 2 clusters Score -972174.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -965054.812500 Penalty: 4521.932129
	Iteration 0F: 3 clusters Score -965054.8 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -967153.000000 Penalty: 4521.932129
	Iteration 1F: 3 clusters Score -967153 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -967468.500000 Penalty: 4521.932129
	Iteration 2F: 3 clusters Score -967468.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -967731.000000 Penalty: 4521.932129
	Iteration 3F: 3 clusters Score -967731 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -968007.062500 Penalty: 4521.932129
	Iteration 4Q: 3 clusters Score -968007.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -968315.562500 Penalty: 4521.932129
	Iteration 5Q: 3 clusters Score -968315.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -968609.562500 Penalty: 4521.932129
	Iteration 6F: 3 clusters Score -968609.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -968907.937500 Penalty: 4521.932129
	Iteration 7F: 3 clusters Score -968907.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -969166.875000 Penalty: 4521.932129
	Iteration 8Q: 3 clusters Score -969166.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -969396.000000 Penalty: 4521.932129
	Iteration 9Q: 3 clusters Score -969396 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -969585.562500 Penalty: 4521.932129
	Iteration 10Q: 3 clusters Score -969585.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -969704.312500 Penalty: 4521.932129
	Iteration 11Q: 3 clusters Score -969704.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -969804.000000 Penalty: 4521.932129
	Iteration 12Q: 3 clusters Score -969804 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -969880.000000 Penalty: 4521.932129
	Iteration 13Q: 3 clusters Score -969880 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -969950.437500 Penalty: 4521.932129
	Iteration 14Q: 3 clusters Score -969950.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -970007.187500 Penalty: 4521.932129
	Iteration 15Q: 3 clusters Score -970007.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -970044.250000 Penalty: 4521.932129
	Iteration 16Q: 3 clusters Score -970044.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -970078.875000 Penalty: 4521.932129
	Iteration 17Q: 3 clusters Score -970078.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -970111.375000 Penalty: 4521.932129
	Iteration 18Q: 3 clusters Score -970111.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -970139.687500 Penalty: 4521.932129
	Iteration 19Q: 3 clusters Score -970139.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -970166.500000 Penalty: 4521.932129
	Iteration 20F: 3 clusters Score -970166.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -970184.062500 Penalty: 4521.932129
	Iteration 21Q: 3 clusters Score -970184.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -970202.062500 Penalty: 4521.932129
	Iteration 22Q: 3 clusters Score -970202.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -970216.812500 Penalty: 4521.932129
	Iteration 23Q: 3 clusters Score -970216.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -970229.812500 Penalty: 4521.932129
	Iteration 24Q: 3 clusters Score -970229.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -970246.125000 Penalty: 4521.932129
	Iteration 25Q: 3 clusters Score -970246.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -970261.062500 Penalty: 4521.932129
	Iteration 26Q: 3 clusters Score -970261.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -970279.125000 Penalty: 4521.932129
	Iteration 27Q: 3 clusters Score -970279.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -970291.562500 Penalty: 4521.932129
	Iteration 28Q: 3 clusters Score -970291.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -970309.250000 Penalty: 4521.932129
	Iteration 29Q: 3 clusters Score -970309.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -970322.625000 Penalty: 4521.932129
	Iteration 30Q: 3 clusters Score -970322.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -970334.000000 Penalty: 4521.932129
	Iteration 31Q: 3 clusters Score -970334 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -970353.875000 Penalty: 4521.932129
	Iteration 32Q: 3 clusters Score -970353.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -970380.750000 Penalty: 4521.932129
	Iteration 33Q: 3 clusters Score -970380.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -970405.062500 Penalty: 4521.932129
	Iteration 34Q: 3 clusters Score -970405.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -970433.375000 Penalty: 4521.932129
	Iteration 35Q: 3 clusters Score -970433.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -970459.500000 Penalty: 4521.932129
	Iteration 36Q: 3 clusters Score -970459.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -970488.000000 Penalty: 4521.932129
	Iteration 37Q: 3 clusters Score -970488 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -970513.062500 Penalty: 4521.932129
	Iteration 38Q: 3 clusters Score -970513.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -970543.750000 Penalty: 4521.932129
	Iteration 39Q: 3 clusters Score -970543.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -970572.812500 Penalty: 4521.932129
	Iteration 40F: 3 clusters Score -970572.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -970607.625000 Penalty: 4521.932129
	Iteration 41Q: 3 clusters Score -970607.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -970635.562500 Penalty: 4521.932129
	Iteration 42Q: 3 clusters Score -970635.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -970658.750000 Penalty: 4521.932129
	Iteration 43Q: 3 clusters Score -970658.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -970677.875000 Penalty: 4521.932129
	Iteration 44Q: 3 clusters Score -970677.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -970699.062500 Penalty: 4521.932129
	Iteration 45Q: 3 clusters Score -970699.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -970714.500000 Penalty: 4521.932129
	Iteration 46Q: 3 clusters Score -970714.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -970730.937500 Penalty: 4521.932129
	Iteration 47Q: 3 clusters Score -970730.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -970739.875000 Penalty: 4521.932129
	Iteration 48Q: 3 clusters Score -970739.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -970758.875000 Penalty: 4521.932129
	Iteration 49Q: 3 clusters Score -970758.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -970768.750000 Penalty: 4521.932129
	Iteration 50Q: 3 clusters Score -970768.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -970782.250000 Penalty: 4521.932129
	Iteration 51Q: 3 clusters Score -970782.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -970789.000000 Penalty: 4521.932129
	Iteration 52Q: 3 clusters Score -970789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -970799.375000 Penalty: 4521.932129
	Iteration 53Q: 3 clusters Score -970799.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -970805.000000 Penalty: 4521.932129
	Iteration 54Q: 3 clusters Score -970805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -970812.187500 Penalty: 4521.932129
	Iteration 55Q: 3 clusters Score -970812.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -970815.000000 Penalty: 4521.932129
	Iteration 56Q: 3 clusters Score -970815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -970819.562500 Penalty: 4521.932129
	Iteration 57Q: 3 clusters Score -970819.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -970820.562500 Penalty: 4521.932129
	Iteration 58Q: 3 clusters Score -970820.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -970824.375000 Penalty: 4521.932129
	Iteration 59Q: 3 clusters Score -970824.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -970826.062500 Penalty: 4521.932129
	Iteration 60F: 3 clusters Score -970826.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -970827.687500 Penalty: 4521.932129
	Iteration 61Q: 3 clusters Score -970827.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -970829.250000 Penalty: 4521.932129
	Iteration 62Q: 3 clusters Score -970829.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -970829.250000 Penalty: 4521.932129
	Iteration 63F: 3 clusters Score -970829.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Entering Unmasked Estep 
Score: -249926.375000 Penalty: 1914.344238
	Iteration 0F: 2 clusters Score -249926.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -247087.609375 Penalty: 3828.688477
	Iteration 0F: 3 clusters Score -247087.6 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -247605.921875 Penalty: 3828.688477
	Iteration 1F: 3 clusters Score -247605.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -247754.812500 Penalty: 3828.688477
	Iteration 2F: 3 clusters Score -247754.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -247843.265625 Penalty: 3828.688477
	Iteration 3F: 3 clusters Score -247843.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -247898.156250 Penalty: 3828.688477
	Iteration 4Q: 3 clusters Score -247898.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -247932.296875 Penalty: 3828.688477
	Iteration 5Q: 3 clusters Score -247932.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -247951.281250 Penalty: 3828.688477
	Iteration 6Q: 3 clusters Score -247951.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -247965.406250 Penalty: 3828.688477
	Iteration 7Q: 3 clusters Score -247965.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -247973.109375 Penalty: 3828.688477
	Iteration 8Q: 3 clusters Score -247973.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -247981.156250 Penalty: 3828.688477
	Iteration 9Q: 3 clusters Score -247981.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -247987.859375 Penalty: 3828.688477
	Iteration 10Q: 3 clusters Score -247987.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -247990.343750 Penalty: 3828.688477
	Iteration 11Q: 3 clusters Score -247990.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -247991.296875 Penalty: 3828.688477
	Iteration 12Q: 3 clusters Score -247991.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -247991.515625 Penalty: 3828.688477
	Iteration 13Q: 3 clusters Score -247991.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -247993.078125 Penalty: 3828.688477
	Iteration 14Q: 3 clusters Score -247993.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -247994.484375 Penalty: 3828.688477
	Iteration 15Q: 3 clusters Score -247994.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -247994.484375 Penalty: 3828.688477
	Iteration 16F: 3 clusters Score -247994.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Entering Unmasked Estep 
Score: -1696433.750000 Penalty: 2394.367188
	Iteration 0F: 2 clusters Score -1696434 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 7863 members 
Entering Unmasked Estep 
Score: -1685147.875000 Penalty: 4788.734375
	Iteration 0F: 3 clusters Score -1685148 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1688891.375000 Penalty: 4788.734375
	Iteration 1F: 3 clusters Score -1688891 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1689395.625000 Penalty: 4788.734375
	Iteration 2F: 3 clusters Score -1689396 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1689887.125000 Penalty: 4788.734375
	Iteration 3F: 3 clusters Score -1689887 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1690386.750000 Penalty: 4788.734375
	Iteration 4F: 3 clusters Score -1690387 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1690984.250000 Penalty: 4788.734375
	Iteration 5F: 3 clusters Score -1690984 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1691629.125000 Penalty: 4788.734375
	Iteration 6F: 3 clusters Score -1691629 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1692268.375000 Penalty: 4788.734375
	Iteration 7F: 3 clusters Score -1692268 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1692867.875000 Penalty: 4788.734375
	Iteration 8F: 3 clusters Score -1692868 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1693344.875000 Penalty: 4788.734375
	Iteration 9Q: 3 clusters Score -1693345 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1693668.750000 Penalty: 4788.734375
	Iteration 10Q: 3 clusters Score -1693669 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1693909.875000 Penalty: 4788.734375
	Iteration 11Q: 3 clusters Score -1693910 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1694086.125000 Penalty: 4788.734375
	Iteration 12Q: 3 clusters Score -1694086 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1694217.750000 Penalty: 4788.734375
	Iteration 13Q: 3 clusters Score -1694218 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -1694330.875000 Penalty: 4788.734375
	Iteration 14Q: 3 clusters Score -1694331 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -1694388.250000 Penalty: 4788.734375
	Iteration 15Q: 3 clusters Score -1694388 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -1694428.750000 Penalty: 4788.734375
	Iteration 16Q: 3 clusters Score -1694429 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -1694452.125000 Penalty: 4788.734375
	Iteration 17Q: 3 clusters Score -1694452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1694463.250000 Penalty: 4788.734375
	Iteration 18Q: 3 clusters Score -1694463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -1694474.625000 Penalty: 4788.734375
	Iteration 19Q: 3 clusters Score -1694475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1694480.500000 Penalty: 4788.734375
	Iteration 20F: 3 clusters Score -1694480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -1694485.000000 Penalty: 4788.734375
	Iteration 21Q: 3 clusters Score -1694485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -1694487.375000 Penalty: 4788.734375
	Iteration 22Q: 3 clusters Score -1694487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -1694495.125000 Penalty: 4788.734375
	Iteration 23Q: 3 clusters Score -1694495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -1694498.000000 Penalty: 4788.734375
	Iteration 24Q: 3 clusters Score -1694498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -1694499.750000 Penalty: 4788.734375
	Iteration 25Q: 3 clusters Score -1694500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -1694499.875000 Penalty: 4788.734375
	Iteration 26Q: 3 clusters Score -1694500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -1694501.000000 Penalty: 4788.734375
	Iteration 27Q: 3 clusters Score -1694501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -1694501.375000 Penalty: 4788.734375
	Iteration 28Q: 3 clusters Score -1694501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -1694503.375000 Penalty: 4788.734375
	Iteration 29Q: 3 clusters Score -1694503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -1694504.625000 Penalty: 4788.734375
	Iteration 30Q: 3 clusters Score -1694505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1694504.875000 Penalty: 4788.734375
	Iteration 31Q: 3 clusters Score -1694505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -1694505.625000 Penalty: 4788.734375
	Iteration 32Q: 3 clusters Score -1694506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -1694505.875000 Penalty: 4788.734375
	Iteration 33Q: 3 clusters Score -1694506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -1694504.750000 Penalty: 4788.734375
	Iteration 34Q: 3 clusters Score -1694505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -1694507.125000 Penalty: 4788.734375
	Iteration 35Q: 3 clusters Score -1694507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -1694507.125000 Penalty: 4788.734375
	Iteration 36F: 3 clusters Score -1694507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Entering Unmasked Estep 
Score: -3478029.500000 Penalty: 2592.578857
	Iteration 0F: 2 clusters Score -3478030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -3454383.500000 Penalty: 5185.157715
	Iteration 0F: 3 clusters Score -3454384 nChanged 15758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -3463306.000000 Penalty: 5185.157715
	Iteration 1F: 3 clusters Score -3463306 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -3464360.000000 Penalty: 5185.157715
	Iteration 2F: 3 clusters Score -3464360 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -3465567.250000 Penalty: 5185.157715
	Iteration 3F: 3 clusters Score -3465567 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -3467042.250000 Penalty: 5185.157715
	Iteration 4F: 3 clusters Score -3467042 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -3468692.500000 Penalty: 5185.157715
	Iteration 5F: 3 clusters Score -3468692 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -3470418.750000 Penalty: 5185.157715
	Iteration 6F: 3 clusters Score -3470419 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -3472040.750000 Penalty: 5185.157715
	Iteration 7F: 3 clusters Score -3472041 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -3473421.750000 Penalty: 5185.157715
	Iteration 8Q: 3 clusters Score -3473422 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -3474431.750000 Penalty: 5185.157715
	Iteration 9Q: 3 clusters Score -3474432 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -3475048.500000 Penalty: 5185.157715
	Iteration 10Q: 3 clusters Score -3475048 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -3475400.250000 Penalty: 5185.157715
	Iteration 11Q: 3 clusters Score -3475400 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -3475619.000000 Penalty: 5185.157715
	Iteration 12Q: 3 clusters Score -3475619 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -3475759.750000 Penalty: 5185.157715
	Iteration 13Q: 3 clusters Score -3475760 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -3475824.000000 Penalty: 5185.157715
	Iteration 14Q: 3 clusters Score -3475824 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -3475864.000000 Penalty: 5185.157715
	Iteration 15Q: 3 clusters Score -3475864 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -3475887.250000 Penalty: 5185.157715
	Iteration 16Q: 3 clusters Score -3475887 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -3475906.750000 Penalty: 5185.157715
	Iteration 17Q: 3 clusters Score -3475907 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -3475929.000000 Penalty: 5185.157715
	Iteration 18Q: 3 clusters Score -3475929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -3475935.500000 Penalty: 5185.157715
	Iteration 19Q: 3 clusters Score -3475936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -3475946.250000 Penalty: 5185.157715
	Iteration 20F: 3 clusters Score -3475946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -3475946.250000 Penalty: 5185.157715
	Iteration 21Q: 3 clusters Score -3475946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -3475951.750000 Penalty: 5185.157715
	Iteration 22Q: 3 clusters Score -3475952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -3475950.750000 Penalty: 5185.157715
	Iteration 23Q: 3 clusters Score -3475951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -3475949.750000 Penalty: 5185.157715
	Iteration 24Q: 3 clusters Score -3475950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -3475955.250000 Penalty: 5185.157715
	Iteration 25Q: 3 clusters Score -3475955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -3475959.500000 Penalty: 5185.157715
	Iteration 26Q: 3 clusters Score -3475960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -3475959.750000 Penalty: 5185.157715
	Iteration 27Q: 3 clusters Score -3475960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -3475968.750000 Penalty: 5185.157715
	Iteration 28Q: 3 clusters Score -3475969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -3475971.500000 Penalty: 5185.157715
	Iteration 29Q: 3 clusters Score -3475972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -3475971.750000 Penalty: 5185.157715
	Iteration 30Q: 3 clusters Score -3475972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -3475974.000000 Penalty: 5185.157715
	Iteration 31Q: 3 clusters Score -3475974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -3475981.500000 Penalty: 5185.157715
	Iteration 32Q: 3 clusters Score -3475982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -3475984.750000 Penalty: 5185.157715
	Iteration 33Q: 3 clusters Score -3475985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -3475984.500000 Penalty: 5185.157715
	Iteration 34Q: 3 clusters Score -3475984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -3475986.250000 Penalty: 5185.157715
	Iteration 35Q: 3 clusters Score -3475986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -3475985.250000 Penalty: 5185.157715
	Iteration 36Q: 3 clusters Score -3475985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -3475986.000000 Penalty: 5185.157715
	Iteration 37Q: 3 clusters Score -3475986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -3475984.750000 Penalty: 5185.157715
	Iteration 38Q: 3 clusters Score -3475985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -3475986.500000 Penalty: 5185.157715
	Iteration 39Q: 3 clusters Score -3475986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -3475988.000000 Penalty: 5185.157715
	Iteration 40F: 3 clusters Score -3475988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -3475983.000000 Penalty: 5185.157715
	Iteration 41Q: 3 clusters Score -3475983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -3475988.000000 Penalty: 5185.157715
	Iteration 42Q: 3 clusters Score -3475988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -3475989.250000 Penalty: 5185.157715
	Iteration 43Q: 3 clusters Score -3475989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -3475998.500000 Penalty: 5185.157715
	Iteration 44Q: 3 clusters Score -3475998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -3475999.500000 Penalty: 5185.157715
	Iteration 45Q: 3 clusters Score -3476000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -3476002.000000 Penalty: 5185.157715
	Iteration 46Q: 3 clusters Score -3476002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -3476002.000000 Penalty: 5185.157715
	Iteration 47F: 3 clusters Score -3476002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Entering Unmasked Estep 
Score: -608721.937500 Penalty: 2200.411621
	Iteration 0F: 2 clusters Score -608721.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -602788.500000 Penalty: 4400.823242
	Iteration 0F: 3 clusters Score -602788.5 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -604624.312500 Penalty: 4400.823242
	Iteration 1F: 3 clusters Score -604624.3 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -605121.562500 Penalty: 4400.823242
	Iteration 2F: 3 clusters Score -605121.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -605596.437500 Penalty: 4400.823242
	Iteration 3F: 3 clusters Score -605596.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -606055.437500 Penalty: 4400.823242
	Iteration 4F: 3 clusters Score -606055.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -606463.062500 Penalty: 4400.823242
	Iteration 5F: 3 clusters Score -606463.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -606871.187500 Penalty: 4400.823242
	Iteration 6F: 3 clusters Score -606871.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -607212.187500 Penalty: 4400.823242
	Iteration 7F: 3 clusters Score -607212.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -607461.875000 Penalty: 4400.823242
	Iteration 8Q: 3 clusters Score -607461.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -607621.250000 Penalty: 4400.823242
	Iteration 9Q: 3 clusters Score -607621.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -607725.937500 Penalty: 4400.823242
	Iteration 10Q: 3 clusters Score -607725.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -607799.875000 Penalty: 4400.823242
	Iteration 11Q: 3 clusters Score -607799.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -607862.062500 Penalty: 4400.823242
	Iteration 12Q: 3 clusters Score -607862.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -607911.937500 Penalty: 4400.823242
	Iteration 13Q: 3 clusters Score -607911.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -607944.312500 Penalty: 4400.823242
	Iteration 14Q: 3 clusters Score -607944.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -607967.687500 Penalty: 4400.823242
	Iteration 15Q: 3 clusters Score -607967.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -607987.562500 Penalty: 4400.823242
	Iteration 16Q: 3 clusters Score -607987.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -608001.687500 Penalty: 4400.823242
	Iteration 17Q: 3 clusters Score -608001.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -608012.625000 Penalty: 4400.823242
	Iteration 18Q: 3 clusters Score -608012.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -608021.187500 Penalty: 4400.823242
	Iteration 19Q: 3 clusters Score -608021.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -608025.812500 Penalty: 4400.823242
	Iteration 20F: 3 clusters Score -608025.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -608032.062500 Penalty: 4400.823242
	Iteration 21Q: 3 clusters Score -608032.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -608034.562500 Penalty: 4400.823242
	Iteration 22Q: 3 clusters Score -608034.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -608036.687500 Penalty: 4400.823242
	Iteration 23Q: 3 clusters Score -608036.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -608040.062500 Penalty: 4400.823242
	Iteration 24Q: 3 clusters Score -608040.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -608040.187500 Penalty: 4400.823242
	Iteration 25Q: 3 clusters Score -608040.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -608041.125000 Penalty: 4400.823242
	Iteration 26Q: 3 clusters Score -608041.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -608040.750000 Penalty: 4400.823242
	Iteration 27Q: 3 clusters Score -608040.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -608040.062500 Penalty: 4400.823242
	Iteration 28Q: 3 clusters Score -608040.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -608041.875000 Penalty: 4400.823242
	Iteration 29Q: 3 clusters Score -608041.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -608042.125000 Penalty: 4400.823242
	Iteration 30Q: 3 clusters Score -608042.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -608043.812500 Penalty: 4400.823242
	Iteration 31Q: 3 clusters Score -608043.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -608043.562500 Penalty: 4400.823242
	Iteration 32Q: 3 clusters Score -608043.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -608044.500000 Penalty: 4400.823242
	Iteration 33Q: 3 clusters Score -608044.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -608046.062500 Penalty: 4400.823242
	Iteration 34Q: 3 clusters Score -608046.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -608045.687500 Penalty: 4400.823242
	Iteration 35Q: 3 clusters Score -608045.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -608046.500000 Penalty: 4400.823242
	Iteration 36Q: 3 clusters Score -608046.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -608046.437500 Penalty: 4400.823242
	Iteration 37Q: 3 clusters Score -608046.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -608046.437500 Penalty: 4400.823242
	Iteration 38F: 3 clusters Score -608046.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Entering Unmasked Estep 
Score: -1209560.250000 Penalty: 2311.871094
	Iteration 0F: 2 clusters Score -1209560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1201144.250000 Penalty: 4623.742188
	Iteration 0F: 3 clusters Score -1201144 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1203771.375000 Penalty: 4623.742188
	Iteration 1F: 3 clusters Score -1203771 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1204185.625000 Penalty: 4623.742188
	Iteration 2F: 3 clusters Score -1204186 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1204498.125000 Penalty: 4623.742188
	Iteration 3F: 3 clusters Score -1204498 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1204729.625000 Penalty: 4623.742188
	Iteration 4Q: 3 clusters Score -1204730 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1204908.000000 Penalty: 4623.742188
	Iteration 5Q: 3 clusters Score -1204908 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1205058.500000 Penalty: 4623.742188
	Iteration 6Q: 3 clusters Score -1205058 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1205224.250000 Penalty: 4623.742188
	Iteration 7Q: 3 clusters Score -1205224 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1205372.625000 Penalty: 4623.742188
	Iteration 8Q: 3 clusters Score -1205373 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1205496.625000 Penalty: 4623.742188
	Iteration 9Q: 3 clusters Score -1205497 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1205616.375000 Penalty: 4623.742188
	Iteration 10Q: 3 clusters Score -1205616 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1205750.500000 Penalty: 4623.742188
	Iteration 11Q: 3 clusters Score -1205750 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1205895.500000 Penalty: 4623.742188
	Iteration 12Q: 3 clusters Score -1205896 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1206050.250000 Penalty: 4623.742188
	Iteration 13Q: 3 clusters Score -1206050 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1206185.250000 Penalty: 4623.742188
	Iteration 14Q: 3 clusters Score -1206185 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1206313.375000 Penalty: 4623.742188
	Iteration 15Q: 3 clusters Score -1206313 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1206467.250000 Penalty: 4623.742188
	Iteration 16Q: 3 clusters Score -1206467 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1206617.000000 Penalty: 4623.742188
	Iteration 17Q: 3 clusters Score -1206617 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1206769.625000 Penalty: 4623.742188
	Iteration 18Q: 3 clusters Score -1206770 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1206895.625000 Penalty: 4623.742188
	Iteration 19Q: 3 clusters Score -1206896 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1207015.125000 Penalty: 4623.742188
	Iteration 20F: 3 clusters Score -1207015 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1207113.750000 Penalty: 4623.742188
	Iteration 21Q: 3 clusters Score -1207114 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1207203.875000 Penalty: 4623.742188
	Iteration 22Q: 3 clusters Score -1207204 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1207271.500000 Penalty: 4623.742188
	Iteration 23Q: 3 clusters Score -1207272 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1207331.750000 Penalty: 4623.742188
	Iteration 24Q: 3 clusters Score -1207332 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1207368.125000 Penalty: 4623.742188
	Iteration 25Q: 3 clusters Score -1207368 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1207405.500000 Penalty: 4623.742188
	Iteration 26Q: 3 clusters Score -1207406 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1207443.375000 Penalty: 4623.742188
	Iteration 27Q: 3 clusters Score -1207443 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1207480.625000 Penalty: 4623.742188
	Iteration 28Q: 3 clusters Score -1207481 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1207512.125000 Penalty: 4623.742188
	Iteration 29Q: 3 clusters Score -1207512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1207538.500000 Penalty: 4623.742188
	Iteration 30Q: 3 clusters Score -1207538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1207556.375000 Penalty: 4623.742188
	Iteration 31Q: 3 clusters Score -1207556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1207571.375000 Penalty: 4623.742188
	Iteration 32Q: 3 clusters Score -1207571 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1207590.125000 Penalty: 4623.742188
	Iteration 33Q: 3 clusters Score -1207590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1207602.500000 Penalty: 4623.742188
	Iteration 34Q: 3 clusters Score -1207602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1207610.000000 Penalty: 4623.742188
	Iteration 35Q: 3 clusters Score -1207610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1207615.000000 Penalty: 4623.742188
	Iteration 36Q: 3 clusters Score -1207615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1207617.625000 Penalty: 4623.742188
	Iteration 37Q: 3 clusters Score -1207618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1207621.750000 Penalty: 4623.742188
	Iteration 38Q: 3 clusters Score -1207622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1207625.125000 Penalty: 4623.742188
	Iteration 39Q: 3 clusters Score -1207625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1207623.500000 Penalty: 4623.742188
	Iteration 40F: 3 clusters Score -1207624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Entering Unmasked Estep 
Score: -3167788.500000 Penalty: 2572.113770
	Iteration 0F: 2 clusters Score -3167788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -3145934.750000 Penalty: 5144.227539
	Iteration 0F: 3 clusters Score -3145935 nChanged 14491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -3154349.000000 Penalty: 5144.227539
	Iteration 1F: 3 clusters Score -3154349 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -3155666.250000 Penalty: 5144.227539
	Iteration 2F: 3 clusters Score -3155666 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -3157110.750000 Penalty: 5144.227539
	Iteration 3F: 3 clusters Score -3157111 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -3158615.000000 Penalty: 5144.227539
	Iteration 4F: 3 clusters Score -3158615 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -3159924.250000 Penalty: 5144.227539
	Iteration 5F: 3 clusters Score -3159924 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -3160894.000000 Penalty: 5144.227539
	Iteration 6F: 3 clusters Score -3160894 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -3161499.750000 Penalty: 5144.227539
	Iteration 7Q: 3 clusters Score -3161500 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -3161956.250000 Penalty: 5144.227539
	Iteration 8Q: 3 clusters Score -3161956 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -3162324.500000 Penalty: 5144.227539
	Iteration 9Q: 3 clusters Score -3162324 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -3162576.500000 Penalty: 5144.227539
	Iteration 10Q: 3 clusters Score -3162576 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -3162796.500000 Penalty: 5144.227539
	Iteration 11Q: 3 clusters Score -3162796 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -3162988.500000 Penalty: 5144.227539
	Iteration 12Q: 3 clusters Score -3162988 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -3163125.500000 Penalty: 5144.227539
	Iteration 13Q: 3 clusters Score -3163126 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -3163279.250000 Penalty: 5144.227539
	Iteration 14Q: 3 clusters Score -3163279 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -3163408.000000 Penalty: 5144.227539
	Iteration 15Q: 3 clusters Score -3163408 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -3163516.750000 Penalty: 5144.227539
	Iteration 16Q: 3 clusters Score -3163517 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -3163632.750000 Penalty: 5144.227539
	Iteration 17Q: 3 clusters Score -3163633 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -3163730.500000 Penalty: 5144.227539
	Iteration 18Q: 3 clusters Score -3163730 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -3163821.750000 Penalty: 5144.227539
	Iteration 19Q: 3 clusters Score -3163822 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -3163916.750000 Penalty: 5144.227539
	Iteration 20F: 3 clusters Score -3163917 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -3163987.500000 Penalty: 5144.227539
	Iteration 21Q: 3 clusters Score -3163988 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -3164051.750000 Penalty: 5144.227539
	Iteration 22Q: 3 clusters Score -3164052 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -3164114.500000 Penalty: 5144.227539
	Iteration 23Q: 3 clusters Score -3164114 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -3164208.500000 Penalty: 5144.227539
	Iteration 24Q: 3 clusters Score -3164208 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -3164291.000000 Penalty: 5144.227539
	Iteration 25Q: 3 clusters Score -3164291 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -3164380.000000 Penalty: 5144.227539
	Iteration 26Q: 3 clusters Score -3164380 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -3164452.500000 Penalty: 5144.227539
	Iteration 27Q: 3 clusters Score -3164452 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -3164511.750000 Penalty: 5144.227539
	Iteration 28Q: 3 clusters Score -3164512 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -3164561.500000 Penalty: 5144.227539
	Iteration 29Q: 3 clusters Score -3164562 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -3164641.750000 Penalty: 5144.227539
	Iteration 30Q: 3 clusters Score -3164642 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -3164711.250000 Penalty: 5144.227539
	Iteration 31Q: 3 clusters Score -3164711 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -3164787.000000 Penalty: 5144.227539
	Iteration 32Q: 3 clusters Score -3164787 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -3164875.000000 Penalty: 5144.227539
	Iteration 33Q: 3 clusters Score -3164875 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -3164950.500000 Penalty: 5144.227539
	Iteration 34Q: 3 clusters Score -3164950 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -3165030.250000 Penalty: 5144.227539
	Iteration 35Q: 3 clusters Score -3165030 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -3165120.500000 Penalty: 5144.227539
	Iteration 36Q: 3 clusters Score -3165120 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -3165201.750000 Penalty: 5144.227539
	Iteration 37Q: 3 clusters Score -3165202 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -3165286.250000 Penalty: 5144.227539
	Iteration 38Q: 3 clusters Score -3165286 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -3165344.750000 Penalty: 5144.227539
	Iteration 39Q: 3 clusters Score -3165345 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -3165400.250000 Penalty: 5144.227539
	Iteration 40F: 3 clusters Score -3165400 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -3165446.750000 Penalty: 5144.227539
	Iteration 41Q: 3 clusters Score -3165447 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -3165500.500000 Penalty: 5144.227539
	Iteration 42Q: 3 clusters Score -3165500 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -3165549.750000 Penalty: 5144.227539
	Iteration 43Q: 3 clusters Score -3165550 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -3165597.000000 Penalty: 5144.227539
	Iteration 44Q: 3 clusters Score -3165597 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -3165641.750000 Penalty: 5144.227539
	Iteration 45Q: 3 clusters Score -3165642 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -3165681.750000 Penalty: 5144.227539
	Iteration 46Q: 3 clusters Score -3165682 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -3165710.250000 Penalty: 5144.227539
	Iteration 47Q: 3 clusters Score -3165710 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -3165733.000000 Penalty: 5144.227539
	Iteration 48Q: 3 clusters Score -3165733 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -3165759.250000 Penalty: 5144.227539
	Iteration 49Q: 3 clusters Score -3165759 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -3165774.750000 Penalty: 5144.227539
	Iteration 50Q: 3 clusters Score -3165775 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -3165794.250000 Penalty: 5144.227539
	Iteration 51Q: 3 clusters Score -3165794 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -3165814.250000 Penalty: 5144.227539
	Iteration 52Q: 3 clusters Score -3165814 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -3165822.750000 Penalty: 5144.227539
	Iteration 53Q: 3 clusters Score -3165823 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -3165841.000000 Penalty: 5144.227539
	Iteration 54Q: 3 clusters Score -3165841 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -3165853.500000 Penalty: 5144.227539
	Iteration 55Q: 3 clusters Score -3165854 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -3165868.500000 Penalty: 5144.227539
	Iteration 56Q: 3 clusters Score -3165868 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -3165882.250000 Penalty: 5144.227539
	Iteration 57Q: 3 clusters Score -3165882 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -3165896.750000 Penalty: 5144.227539
	Iteration 58Q: 3 clusters Score -3165897 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -3165917.500000 Penalty: 5144.227539
	Iteration 59Q: 3 clusters Score -3165918 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -3165932.250000 Penalty: 5144.227539
	Iteration 60F: 3 clusters Score -3165932 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -3165933.500000 Penalty: 5144.227539
	Iteration 61Q: 3 clusters Score -3165934 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -3165955.500000 Penalty: 5144.227539
	Iteration 62Q: 3 clusters Score -3165956 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -3165968.500000 Penalty: 5144.227539
	Iteration 63Q: 3 clusters Score -3165968 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -3165971.500000 Penalty: 5144.227539
	Iteration 64Q: 3 clusters Score -3165972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -3165980.250000 Penalty: 5144.227539
	Iteration 65Q: 3 clusters Score -3165980 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -3165993.500000 Penalty: 5144.227539
	Iteration 66Q: 3 clusters Score -3165994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -3166003.250000 Penalty: 5144.227539
	Iteration 67Q: 3 clusters Score -3166003 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -3166014.250000 Penalty: 5144.227539
	Iteration 68Q: 3 clusters Score -3166014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -3166018.250000 Penalty: 5144.227539
	Iteration 69Q: 3 clusters Score -3166018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -3166018.250000 Penalty: 5144.227539
	Iteration 70Q: 3 clusters Score -3166018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -3166020.750000 Penalty: 5144.227539
	Iteration 71Q: 3 clusters Score -3166021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -3166018.250000 Penalty: 5144.227539
	Iteration 72Q: 3 clusters Score -3166018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -3166029.250000 Penalty: 5144.227539
	Iteration 73Q: 3 clusters Score -3166029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -3166034.750000 Penalty: 5144.227539
	Iteration 74Q: 3 clusters Score -3166035 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -3166034.500000 Penalty: 5144.227539
	Iteration 75Q: 3 clusters Score -3166034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -3166036.250000 Penalty: 5144.227539
	Iteration 76Q: 3 clusters Score -3166036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -3166047.750000 Penalty: 5144.227539
	Iteration 77Q: 3 clusters Score -3166048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -3166054.000000 Penalty: 5144.227539
	Iteration 78Q: 3 clusters Score -3166054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -3166058.000000 Penalty: 5144.227539
	Iteration 79Q: 3 clusters Score -3166058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -3166055.500000 Penalty: 5144.227539
	Iteration 80F: 3 clusters Score -3166056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -3166058.250000 Penalty: 5144.227539
	Iteration 81Q: 3 clusters Score -3166058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -3166063.000000 Penalty: 5144.227539
	Iteration 82Q: 3 clusters Score -3166063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -3166061.000000 Penalty: 5144.227539
	Iteration 83Q: 3 clusters Score -3166061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -3166065.750000 Penalty: 5144.227539
	Iteration 84Q: 3 clusters Score -3166066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -3166065.000000 Penalty: 5144.227539
	Iteration 85Q: 3 clusters Score -3166065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -3166062.750000 Penalty: 5144.227539
	Iteration 86Q: 3 clusters Score -3166063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -3166061.750000 Penalty: 5144.227539
	Iteration 87Q: 3 clusters Score -3166062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -3166064.500000 Penalty: 5144.227539
	Iteration 88Q: 3 clusters Score -3166064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -3166066.500000 Penalty: 5144.227539
	Iteration 89Q: 3 clusters Score -3166066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -3166064.500000 Penalty: 5144.227539
	Iteration 90Q: 3 clusters Score -3166064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -3166064.500000 Penalty: 5144.227539
	Iteration 91F: 3 clusters Score -3166064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Entering Unmasked Estep 
Score: -603208.187500 Penalty: 2135.494629
	Iteration 0F: 2 clusters Score -603208.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -598461.500000 Penalty: 4270.989258
	Iteration 0F: 3 clusters Score -598461.5 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -599611.750000 Penalty: 4270.989258
	Iteration 1F: 3 clusters Score -599611.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -599805.312500 Penalty: 4270.989258
	Iteration 2F: 3 clusters Score -599805.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -599946.937500 Penalty: 4270.989258
	Iteration 3Q: 3 clusters Score -599946.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -600046.875000 Penalty: 4270.989258
	Iteration 4Q: 3 clusters Score -600046.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -600120.937500 Penalty: 4270.989258
	Iteration 5Q: 3 clusters Score -600120.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -600187.437500 Penalty: 4270.989258
	Iteration 6Q: 3 clusters Score -600187.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -600247.125000 Penalty: 4270.989258
	Iteration 7Q: 3 clusters Score -600247.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -600311.125000 Penalty: 4270.989258
	Iteration 8Q: 3 clusters Score -600311.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -600371.750000 Penalty: 4270.989258
	Iteration 9Q: 3 clusters Score -600371.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -600413.000000 Penalty: 4270.989258
	Iteration 10Q: 3 clusters Score -600413 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -600446.062500 Penalty: 4270.989258
	Iteration 11Q: 3 clusters Score -600446.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -600487.750000 Penalty: 4270.989258
	Iteration 12Q: 3 clusters Score -600487.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -600524.312500 Penalty: 4270.989258
	Iteration 13Q: 3 clusters Score -600524.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -600551.562500 Penalty: 4270.989258
	Iteration 14Q: 3 clusters Score -600551.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -600582.000000 Penalty: 4270.989258
	Iteration 15Q: 3 clusters Score -600582 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -600607.250000 Penalty: 4270.989258
	Iteration 16Q: 3 clusters Score -600607.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -600635.062500 Penalty: 4270.989258
	Iteration 17Q: 3 clusters Score -600635.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -600657.625000 Penalty: 4270.989258
	Iteration 18Q: 3 clusters Score -600657.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -600682.812500 Penalty: 4270.989258
	Iteration 19Q: 3 clusters Score -600682.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -600708.625000 Penalty: 4270.989258
	Iteration 20F: 3 clusters Score -600708.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -600732.437500 Penalty: 4270.989258
	Iteration 21Q: 3 clusters Score -600732.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -600758.312500 Penalty: 4270.989258
	Iteration 22Q: 3 clusters Score -600758.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -600786.812500 Penalty: 4270.989258
	Iteration 23Q: 3 clusters Score -600786.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -600806.062500 Penalty: 4270.989258
	Iteration 24Q: 3 clusters Score -600806.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -600813.625000 Penalty: 4270.989258
	Iteration 25Q: 3 clusters Score -600813.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -600826.937500 Penalty: 4270.989258
	Iteration 26Q: 3 clusters Score -600826.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -600841.687500 Penalty: 4270.989258
	Iteration 27Q: 3 clusters Score -600841.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -600853.250000 Penalty: 4270.989258
	Iteration 28Q: 3 clusters Score -600853.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -600867.937500 Penalty: 4270.989258
	Iteration 29Q: 3 clusters Score -600867.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -600887.687500 Penalty: 4270.989258
	Iteration 30Q: 3 clusters Score -600887.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -600903.875000 Penalty: 4270.989258
	Iteration 31Q: 3 clusters Score -600903.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -600920.375000 Penalty: 4270.989258
	Iteration 32Q: 3 clusters Score -600920.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -600933.125000 Penalty: 4270.989258
	Iteration 33Q: 3 clusters Score -600933.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -600952.000000 Penalty: 4270.989258
	Iteration 34Q: 3 clusters Score -600952 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -600971.750000 Penalty: 4270.989258
	Iteration 35Q: 3 clusters Score -600971.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -600992.187500 Penalty: 4270.989258
	Iteration 36Q: 3 clusters Score -600992.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -601007.375000 Penalty: 4270.989258
	Iteration 37Q: 3 clusters Score -601007.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -601025.437500 Penalty: 4270.989258
	Iteration 38Q: 3 clusters Score -601025.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -601038.687500 Penalty: 4270.989258
	Iteration 39Q: 3 clusters Score -601038.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -601057.500000 Penalty: 4270.989258
	Iteration 40F: 3 clusters Score -601057.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -601071.625000 Penalty: 4270.989258
	Iteration 41Q: 3 clusters Score -601071.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -601090.000000 Penalty: 4270.989258
	Iteration 42Q: 3 clusters Score -601090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -601102.437500 Penalty: 4270.989258
	Iteration 43Q: 3 clusters Score -601102.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -601111.437500 Penalty: 4270.989258
	Iteration 44Q: 3 clusters Score -601111.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -601119.687500 Penalty: 4270.989258
	Iteration 45Q: 3 clusters Score -601119.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -601124.125000 Penalty: 4270.989258
	Iteration 46Q: 3 clusters Score -601124.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -601130.437500 Penalty: 4270.989258
	Iteration 47Q: 3 clusters Score -601130.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -601136.250000 Penalty: 4270.989258
	Iteration 48Q: 3 clusters Score -601136.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -601137.937500 Penalty: 4270.989258
	Iteration 49Q: 3 clusters Score -601137.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -601142.375000 Penalty: 4270.989258
	Iteration 50Q: 3 clusters Score -601142.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -601147.187500 Penalty: 4270.989258
	Iteration 51Q: 3 clusters Score -601147.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -601157.875000 Penalty: 4270.989258
	Iteration 52Q: 3 clusters Score -601157.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -601161.750000 Penalty: 4270.989258
	Iteration 53Q: 3 clusters Score -601161.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -601169.625000 Penalty: 4270.989258
	Iteration 54Q: 3 clusters Score -601169.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -601176.625000 Penalty: 4270.989258
	Iteration 55Q: 3 clusters Score -601176.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -601182.562500 Penalty: 4270.989258
	Iteration 56Q: 3 clusters Score -601182.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -601183.500000 Penalty: 4270.989258
	Iteration 57Q: 3 clusters Score -601183.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -601184.562500 Penalty: 4270.989258
	Iteration 58Q: 3 clusters Score -601184.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -601184.562500 Penalty: 4270.989258
	Iteration 59F: 3 clusters Score -601184.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Entering Unmasked Estep 
Score: -2484600.000000 Penalty: 2487.982666
	Iteration 0F: 2 clusters Score -2484600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2468700.500000 Penalty: 4975.965332
	Iteration 0F: 3 clusters Score -2468700 nChanged 10056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -2474102.500000 Penalty: 4975.965332
	Iteration 1F: 3 clusters Score -2474102 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -2474496.750000 Penalty: 4975.965332
	Iteration 2F: 3 clusters Score -2474497 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -2474816.500000 Penalty: 4975.965332
	Iteration 3Q: 3 clusters Score -2474816 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2475108.000000 Penalty: 4975.965332
	Iteration 4Q: 3 clusters Score -2475108 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -2475431.000000 Penalty: 4975.965332
	Iteration 5Q: 3 clusters Score -2475431 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -2475843.750000 Penalty: 4975.965332
	Iteration 6Q: 3 clusters Score -2475844 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2476340.500000 Penalty: 4975.965332
	Iteration 7Q: 3 clusters Score -2476340 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2476883.250000 Penalty: 4975.965332
	Iteration 8Q: 3 clusters Score -2476883 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2477512.750000 Penalty: 4975.965332
	Iteration 9F: 3 clusters Score -2477513 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -2478180.750000 Penalty: 4975.965332
	Iteration 10F: 3 clusters Score -2478181 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -2478837.750000 Penalty: 4975.965332
	Iteration 11F: 3 clusters Score -2478838 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2479459.000000 Penalty: 4975.965332
	Iteration 12Q: 3 clusters Score -2479459 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -2479956.000000 Penalty: 4975.965332
	Iteration 13Q: 3 clusters Score -2479956 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -2480360.250000 Penalty: 4975.965332
	Iteration 14Q: 3 clusters Score -2480360 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2480717.000000 Penalty: 4975.965332
	Iteration 15Q: 3 clusters Score -2480717 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -2481013.750000 Penalty: 4975.965332
	Iteration 16Q: 3 clusters Score -2481014 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -2481336.000000 Penalty: 4975.965332
	Iteration 17Q: 3 clusters Score -2481336 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -2481601.000000 Penalty: 4975.965332
	Iteration 18Q: 3 clusters Score -2481601 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2481852.750000 Penalty: 4975.965332
	Iteration 19Q: 3 clusters Score -2481853 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -2482071.250000 Penalty: 4975.965332
	Iteration 20F: 3 clusters Score -2482071 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2482297.500000 Penalty: 4975.965332
	Iteration 21Q: 3 clusters Score -2482298 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -2482465.000000 Penalty: 4975.965332
	Iteration 22Q: 3 clusters Score -2482465 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -2482611.000000 Penalty: 4975.965332
	Iteration 23Q: 3 clusters Score -2482611 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -2482735.500000 Penalty: 4975.965332
	Iteration 24Q: 3 clusters Score -2482736 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -2482830.250000 Penalty: 4975.965332
	Iteration 25Q: 3 clusters Score -2482830 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2482888.750000 Penalty: 4975.965332
	Iteration 26Q: 3 clusters Score -2482889 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -2482931.000000 Penalty: 4975.965332
	Iteration 27Q: 3 clusters Score -2482931 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2482965.750000 Penalty: 4975.965332
	Iteration 28Q: 3 clusters Score -2482966 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -2482990.250000 Penalty: 4975.965332
	Iteration 29Q: 3 clusters Score -2482990 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -2483014.250000 Penalty: 4975.965332
	Iteration 30Q: 3 clusters Score -2483014 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -2483036.250000 Penalty: 4975.965332
	Iteration 31Q: 3 clusters Score -2483036 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2483055.250000 Penalty: 4975.965332
	Iteration 32Q: 3 clusters Score -2483055 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -2483086.250000 Penalty: 4975.965332
	Iteration 33Q: 3 clusters Score -2483086 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -2483103.750000 Penalty: 4975.965332
	Iteration 34Q: 3 clusters Score -2483104 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -2483119.750000 Penalty: 4975.965332
	Iteration 35Q: 3 clusters Score -2483120 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -2483133.000000 Penalty: 4975.965332
	Iteration 36Q: 3 clusters Score -2483133 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -2483153.250000 Penalty: 4975.965332
	Iteration 37Q: 3 clusters Score -2483153 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -2483174.750000 Penalty: 4975.965332
	Iteration 38Q: 3 clusters Score -2483175 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -2483185.000000 Penalty: 4975.965332
	Iteration 39Q: 3 clusters Score -2483185 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -2483204.500000 Penalty: 4975.965332
	Iteration 40F: 3 clusters Score -2483204 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -2483218.750000 Penalty: 4975.965332
	Iteration 41Q: 3 clusters Score -2483219 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -2483218.500000 Penalty: 4975.965332
	Iteration 42Q: 3 clusters Score -2483218 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -2483231.750000 Penalty: 4975.965332
	Iteration 43Q: 3 clusters Score -2483232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -2483233.750000 Penalty: 4975.965332
	Iteration 44Q: 3 clusters Score -2483234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2483240.250000 Penalty: 4975.965332
	Iteration 45Q: 3 clusters Score -2483240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -2483244.000000 Penalty: 4975.965332
	Iteration 46Q: 3 clusters Score -2483244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -2483247.000000 Penalty: 4975.965332
	Iteration 47Q: 3 clusters Score -2483247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2483251.250000 Penalty: 4975.965332
	Iteration 48Q: 3 clusters Score -2483251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -2483250.500000 Penalty: 4975.965332
	Iteration 49Q: 3 clusters Score -2483250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -2483249.750000 Penalty: 4975.965332
	Iteration 50Q: 3 clusters Score -2483250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -2483258.000000 Penalty: 4975.965332
	Iteration 51Q: 3 clusters Score -2483258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -2483265.000000 Penalty: 4975.965332
	Iteration 52Q: 3 clusters Score -2483265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -2483266.250000 Penalty: 4975.965332
	Iteration 53Q: 3 clusters Score -2483266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -2483268.500000 Penalty: 4975.965332
	Iteration 54Q: 3 clusters Score -2483268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -2483268.250000 Penalty: 4975.965332
	Iteration 55Q: 3 clusters Score -2483268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -2483272.250000 Penalty: 4975.965332
	Iteration 56Q: 3 clusters Score -2483272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -2483272.500000 Penalty: 4975.965332
	Iteration 57Q: 3 clusters Score -2483272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -2483277.000000 Penalty: 4975.965332
	Iteration 58Q: 3 clusters Score -2483277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -2483281.000000 Penalty: 4975.965332
	Iteration 59Q: 3 clusters Score -2483281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -2483278.500000 Penalty: 4975.965332
	Iteration 60F: 3 clusters Score -2483278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -2483279.500000 Penalty: 4975.965332
	Iteration 61Q: 3 clusters Score -2483280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -2483279.500000 Penalty: 4975.965332
	Iteration 62F: 3 clusters Score -2483280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -2271064.500000 Penalty: 2466.410889
	Iteration 0F: 2 clusters Score -2271064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2256459.250000 Penalty: 4932.821777
	Iteration 0F: 3 clusters Score -2256459 nChanged 9077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2261558.750000 Penalty: 4932.821777
	Iteration 1F: 3 clusters Score -2261559 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2262326.750000 Penalty: 4932.821777
	Iteration 2F: 3 clusters Score -2262327 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2263186.000000 Penalty: 4932.821777
	Iteration 3F: 3 clusters Score -2263186 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2264187.000000 Penalty: 4932.821777
	Iteration 4F: 3 clusters Score -2264187 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2265263.750000 Penalty: 4932.821777
	Iteration 5F: 3 clusters Score -2265264 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2266309.000000 Penalty: 4932.821777
	Iteration 6F: 3 clusters Score -2266309 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -2267231.500000 Penalty: 4932.821777
	Iteration 7F: 3 clusters Score -2267232 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2267929.250000 Penalty: 4932.821777
	Iteration 8Q: 3 clusters Score -2267929 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2268462.750000 Penalty: 4932.821777
	Iteration 9Q: 3 clusters Score -2268463 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -2268876.250000 Penalty: 4932.821777
	Iteration 10Q: 3 clusters Score -2268876 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2269229.500000 Penalty: 4932.821777
	Iteration 11Q: 3 clusters Score -2269230 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2269497.000000 Penalty: 4932.821777
	Iteration 12Q: 3 clusters Score -2269497 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2269656.500000 Penalty: 4932.821777
	Iteration 13Q: 3 clusters Score -2269656 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -2269771.750000 Penalty: 4932.821777
	Iteration 14Q: 3 clusters Score -2269772 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2269852.000000 Penalty: 4932.821777
	Iteration 15Q: 3 clusters Score -2269852 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2269911.500000 Penalty: 4932.821777
	Iteration 16Q: 3 clusters Score -2269912 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2269970.250000 Penalty: 4932.821777
	Iteration 17Q: 3 clusters Score -2269970 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -2270021.000000 Penalty: 4932.821777
	Iteration 18Q: 3 clusters Score -2270021 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2270078.000000 Penalty: 4932.821777
	Iteration 19Q: 3 clusters Score -2270078 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -2270111.500000 Penalty: 4932.821777
	Iteration 20F: 3 clusters Score -2270112 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2270144.250000 Penalty: 4932.821777
	Iteration 21Q: 3 clusters Score -2270144 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -2270177.500000 Penalty: 4932.821777
	Iteration 22Q: 3 clusters Score -2270178 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -2270217.250000 Penalty: 4932.821777
	Iteration 23Q: 3 clusters Score -2270217 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2270235.750000 Penalty: 4932.821777
	Iteration 24Q: 3 clusters Score -2270236 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2270242.250000 Penalty: 4932.821777
	Iteration 25Q: 3 clusters Score -2270242 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -2270252.250000 Penalty: 4932.821777
	Iteration 26Q: 3 clusters Score -2270252 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2270262.000000 Penalty: 4932.821777
	Iteration 27Q: 3 clusters Score -2270262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2270271.500000 Penalty: 4932.821777
	Iteration 28Q: 3 clusters Score -2270272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2270277.750000 Penalty: 4932.821777
	Iteration 29Q: 3 clusters Score -2270278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2270278.000000 Penalty: 4932.821777
	Iteration 30Q: 3 clusters Score -2270278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2270278.750000 Penalty: 4932.821777
	Iteration 31Q: 3 clusters Score -2270279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -2270289.750000 Penalty: 4932.821777
	Iteration 32Q: 3 clusters Score -2270290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2270291.500000 Penalty: 4932.821777
	Iteration 33Q: 3 clusters Score -2270292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2270296.000000 Penalty: 4932.821777
	Iteration 34Q: 3 clusters Score -2270296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -2270302.750000 Penalty: 4932.821777
	Iteration 35Q: 3 clusters Score -2270303 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -2270304.000000 Penalty: 4932.821777
	Iteration 36Q: 3 clusters Score -2270304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2270302.500000 Penalty: 4932.821777
	Iteration 37Q: 3 clusters Score -2270302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -2270305.750000 Penalty: 4932.821777
	Iteration 38Q: 3 clusters Score -2270306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2270308.750000 Penalty: 4932.821777
	Iteration 39Q: 3 clusters Score -2270309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2270309.000000 Penalty: 4932.821777
	Iteration 40F: 3 clusters Score -2270309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2270305.500000 Penalty: 4932.821777
	Iteration 41Q: 3 clusters Score -2270306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2270307.250000 Penalty: 4932.821777
	Iteration 42Q: 3 clusters Score -2270307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -2270308.000000 Penalty: 4932.821777
	Iteration 43Q: 3 clusters Score -2270308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2270310.000000 Penalty: 4932.821777
	Iteration 44Q: 3 clusters Score -2270310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2270308.500000 Penalty: 4932.821777
	Iteration 45Q: 3 clusters Score -2270308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2270311.750000 Penalty: 4932.821777
	Iteration 46Q: 3 clusters Score -2270312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -2270311.750000 Penalty: 4932.821777
	Iteration 47Q: 3 clusters Score -2270312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2270312.250000 Penalty: 4932.821777
	Iteration 48Q: 3 clusters Score -2270312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -2270309.000000 Penalty: 4932.821777
	Iteration 49Q: 3 clusters Score -2270309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2270310.000000 Penalty: 4932.821777
	Iteration 50Q: 3 clusters Score -2270310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2270310.000000 Penalty: 4932.821777
	Iteration 51F: 3 clusters Score -2270310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Entering Unmasked Estep 
Score: -1864524.125000 Penalty: 2443.917969
	Iteration 0F: 2 clusters Score -1864524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1850986.125000 Penalty: 4887.835938
	Iteration 0F: 3 clusters Score -1850986 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1855635.000000 Penalty: 4887.835938
	Iteration 1F: 3 clusters Score -1855635 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1856194.750000 Penalty: 4887.835938
	Iteration 2F: 3 clusters Score -1856195 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1856734.125000 Penalty: 4887.835938
	Iteration 3F: 3 clusters Score -1856734 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1857278.375000 Penalty: 4887.835938
	Iteration 4F: 3 clusters Score -1857278 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1857805.125000 Penalty: 4887.835938
	Iteration 5F: 3 clusters Score -1857805 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1858281.625000 Penalty: 4887.835938
	Iteration 6Q: 3 clusters Score -1858282 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1858722.125000 Penalty: 4887.835938
	Iteration 7Q: 3 clusters Score -1858722 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1859124.250000 Penalty: 4887.835938
	Iteration 8Q: 3 clusters Score -1859124 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1859528.875000 Penalty: 4887.835938
	Iteration 9Q: 3 clusters Score -1859529 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1859881.750000 Penalty: 4887.835938
	Iteration 10Q: 3 clusters Score -1859882 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1860092.000000 Penalty: 4887.835938
	Iteration 11Q: 3 clusters Score -1860092 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1860248.875000 Penalty: 4887.835938
	Iteration 12Q: 3 clusters Score -1860249 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1860361.500000 Penalty: 4887.835938
	Iteration 13Q: 3 clusters Score -1860362 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1860427.500000 Penalty: 4887.835938
	Iteration 14Q: 3 clusters Score -1860428 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1860473.625000 Penalty: 4887.835938
	Iteration 15Q: 3 clusters Score -1860474 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1860507.875000 Penalty: 4887.835938
	Iteration 16Q: 3 clusters Score -1860508 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1860539.500000 Penalty: 4887.835938
	Iteration 17Q: 3 clusters Score -1860540 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1860556.125000 Penalty: 4887.835938
	Iteration 18Q: 3 clusters Score -1860556 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1860571.000000 Penalty: 4887.835938
	Iteration 19Q: 3 clusters Score -1860571 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1860585.250000 Penalty: 4887.835938
	Iteration 20F: 3 clusters Score -1860585 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1860598.125000 Penalty: 4887.835938
	Iteration 21Q: 3 clusters Score -1860598 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1860607.375000 Penalty: 4887.835938
	Iteration 22Q: 3 clusters Score -1860607 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1860616.375000 Penalty: 4887.835938
	Iteration 23Q: 3 clusters Score -1860616 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1860623.375000 Penalty: 4887.835938
	Iteration 24Q: 3 clusters Score -1860623 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1860630.500000 Penalty: 4887.835938
	Iteration 25Q: 3 clusters Score -1860630 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1860647.250000 Penalty: 4887.835938
	Iteration 26Q: 3 clusters Score -1860647 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1860651.500000 Penalty: 4887.835938
	Iteration 27Q: 3 clusters Score -1860652 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1860667.625000 Penalty: 4887.835938
	Iteration 28Q: 3 clusters Score -1860668 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1860696.375000 Penalty: 4887.835938
	Iteration 29Q: 3 clusters Score -1860696 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1860721.875000 Penalty: 4887.835938
	Iteration 30Q: 3 clusters Score -1860722 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1860765.625000 Penalty: 4887.835938
	Iteration 31Q: 3 clusters Score -1860766 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1860808.125000 Penalty: 4887.835938
	Iteration 32Q: 3 clusters Score -1860808 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1860847.875000 Penalty: 4887.835938
	Iteration 33Q: 3 clusters Score -1860848 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1860887.375000 Penalty: 4887.835938
	Iteration 34Q: 3 clusters Score -1860887 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1860916.250000 Penalty: 4887.835938
	Iteration 35Q: 3 clusters Score -1860916 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1860947.000000 Penalty: 4887.835938
	Iteration 36Q: 3 clusters Score -1860947 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1860976.625000 Penalty: 4887.835938
	Iteration 37Q: 3 clusters Score -1860977 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1861003.500000 Penalty: 4887.835938
	Iteration 38Q: 3 clusters Score -1861004 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1861037.750000 Penalty: 4887.835938
	Iteration 39Q: 3 clusters Score -1861038 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1861082.500000 Penalty: 4887.835938
	Iteration 40F: 3 clusters Score -1861082 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1861128.875000 Penalty: 4887.835938
	Iteration 41Q: 3 clusters Score -1861129 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1861170.375000 Penalty: 4887.835938
	Iteration 42Q: 3 clusters Score -1861170 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1861212.000000 Penalty: 4887.835938
	Iteration 43Q: 3 clusters Score -1861212 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1861274.250000 Penalty: 4887.835938
	Iteration 44Q: 3 clusters Score -1861274 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1861310.500000 Penalty: 4887.835938
	Iteration 45Q: 3 clusters Score -1861310 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1861365.750000 Penalty: 4887.835938
	Iteration 46Q: 3 clusters Score -1861366 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1861430.125000 Penalty: 4887.835938
	Iteration 47Q: 3 clusters Score -1861430 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1861485.250000 Penalty: 4887.835938
	Iteration 48Q: 3 clusters Score -1861485 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1861541.500000 Penalty: 4887.835938
	Iteration 49Q: 3 clusters Score -1861542 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1861600.500000 Penalty: 4887.835938
	Iteration 50Q: 3 clusters Score -1861600 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1861670.250000 Penalty: 4887.835938
	Iteration 51Q: 3 clusters Score -1861670 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1861730.875000 Penalty: 4887.835938
	Iteration 52Q: 3 clusters Score -1861731 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1861782.375000 Penalty: 4887.835938
	Iteration 53Q: 3 clusters Score -1861782 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1861832.875000 Penalty: 4887.835938
	Iteration 54Q: 3 clusters Score -1861833 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1861871.250000 Penalty: 4887.835938
	Iteration 55Q: 3 clusters Score -1861871 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1861911.250000 Penalty: 4887.835938
	Iteration 56Q: 3 clusters Score -1861911 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1861935.000000 Penalty: 4887.835938
	Iteration 57Q: 3 clusters Score -1861935 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1861964.750000 Penalty: 4887.835938
	Iteration 58Q: 3 clusters Score -1861965 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1861990.375000 Penalty: 4887.835938
	Iteration 59Q: 3 clusters Score -1861990 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1862011.000000 Penalty: 4887.835938
	Iteration 60F: 3 clusters Score -1862011 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1862044.250000 Penalty: 4887.835938
	Iteration 61Q: 3 clusters Score -1862044 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1862069.125000 Penalty: 4887.835938
	Iteration 62Q: 3 clusters Score -1862069 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1862096.625000 Penalty: 4887.835938
	Iteration 63Q: 3 clusters Score -1862097 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1862111.375000 Penalty: 4887.835938
	Iteration 64Q: 3 clusters Score -1862111 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1862137.875000 Penalty: 4887.835938
	Iteration 65Q: 3 clusters Score -1862138 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1862158.125000 Penalty: 4887.835938
	Iteration 66Q: 3 clusters Score -1862158 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1862179.250000 Penalty: 4887.835938
	Iteration 67Q: 3 clusters Score -1862179 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1862197.125000 Penalty: 4887.835938
	Iteration 68Q: 3 clusters Score -1862197 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1862220.625000 Penalty: 4887.835938
	Iteration 69Q: 3 clusters Score -1862221 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1862250.500000 Penalty: 4887.835938
	Iteration 70Q: 3 clusters Score -1862250 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1862272.875000 Penalty: 4887.835938
	Iteration 71Q: 3 clusters Score -1862273 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1862293.625000 Penalty: 4887.835938
	Iteration 72Q: 3 clusters Score -1862294 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1862308.875000 Penalty: 4887.835938
	Iteration 73Q: 3 clusters Score -1862309 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1862337.375000 Penalty: 4887.835938
	Iteration 74Q: 3 clusters Score -1862337 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1862357.375000 Penalty: 4887.835938
	Iteration 75Q: 3 clusters Score -1862357 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1862368.750000 Penalty: 4887.835938
	Iteration 76Q: 3 clusters Score -1862369 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1862376.625000 Penalty: 4887.835938
	Iteration 77Q: 3 clusters Score -1862377 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1862386.750000 Penalty: 4887.835938
	Iteration 78Q: 3 clusters Score -1862387 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1862404.250000 Penalty: 4887.835938
	Iteration 79Q: 3 clusters Score -1862404 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1862419.125000 Penalty: 4887.835938
	Iteration 80F: 3 clusters Score -1862419 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1862432.875000 Penalty: 4887.835938
	Iteration 81Q: 3 clusters Score -1862433 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1862439.250000 Penalty: 4887.835938
	Iteration 82Q: 3 clusters Score -1862439 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1862454.875000 Penalty: 4887.835938
	Iteration 83Q: 3 clusters Score -1862455 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1862466.750000 Penalty: 4887.835938
	Iteration 84Q: 3 clusters Score -1862467 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1862473.250000 Penalty: 4887.835938
	Iteration 85Q: 3 clusters Score -1862473 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1862487.875000 Penalty: 4887.835938
	Iteration 86Q: 3 clusters Score -1862488 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1862503.875000 Penalty: 4887.835938
	Iteration 87Q: 3 clusters Score -1862504 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1862512.625000 Penalty: 4887.835938
	Iteration 88Q: 3 clusters Score -1862513 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1862527.250000 Penalty: 4887.835938
	Iteration 89Q: 3 clusters Score -1862527 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1862546.000000 Penalty: 4887.835938
	Iteration 90Q: 3 clusters Score -1862546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1862556.875000 Penalty: 4887.835938
	Iteration 91Q: 3 clusters Score -1862557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1862562.000000 Penalty: 4887.835938
	Iteration 92Q: 3 clusters Score -1862562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1862571.250000 Penalty: 4887.835938
	Iteration 93Q: 3 clusters Score -1862571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1862575.000000 Penalty: 4887.835938
	Iteration 94Q: 3 clusters Score -1862575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1862579.250000 Penalty: 4887.835938
	Iteration 95Q: 3 clusters Score -1862579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1862586.625000 Penalty: 4887.835938
	Iteration 96Q: 3 clusters Score -1862587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1862590.375000 Penalty: 4887.835938
	Iteration 97Q: 3 clusters Score -1862590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1862589.000000 Penalty: 4887.835938
	Iteration 98Q: 3 clusters Score -1862589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1862590.500000 Penalty: 4887.835938
	Iteration 99Q: 3 clusters Score -1862590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1862592.500000 Penalty: 4887.835938
	Iteration 100F: 3 clusters Score -1862592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1862594.250000 Penalty: 4887.835938
	Iteration 101Q: 3 clusters Score -1862594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1862597.625000 Penalty: 4887.835938
	Iteration 102Q: 3 clusters Score -1862598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1862594.125000 Penalty: 4887.835938
	Iteration 103Q: 3 clusters Score -1862594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1862592.500000 Penalty: 4887.835938
	Iteration 104Q: 3 clusters Score -1862592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1862594.000000 Penalty: 4887.835938
	Iteration 105Q: 3 clusters Score -1862594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1862598.625000 Penalty: 4887.835938
	Iteration 106Q: 3 clusters Score -1862599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1862600.000000 Penalty: 4887.835938
	Iteration 107Q: 3 clusters Score -1862600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1862600.500000 Penalty: 4887.835938
	Iteration 108Q: 3 clusters Score -1862600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1862605.250000 Penalty: 4887.835938
	Iteration 109Q: 3 clusters Score -1862605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1862605.500000 Penalty: 4887.835938
	Iteration 110Q: 3 clusters Score -1862606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1862606.625000 Penalty: 4887.835938
	Iteration 111Q: 3 clusters Score -1862607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1862607.125000 Penalty: 4887.835938
	Iteration 112Q: 3 clusters Score -1862607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1862606.750000 Penalty: 4887.835938
	Iteration 113Q: 3 clusters Score -1862607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1862613.000000 Penalty: 4887.835938
	Iteration 114Q: 3 clusters Score -1862613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1862607.125000 Penalty: 4887.835938
	Iteration 115Q: 3 clusters Score -1862607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1862610.125000 Penalty: 4887.835938
	Iteration 116Q: 3 clusters Score -1862610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1862611.000000 Penalty: 4887.835938
	Iteration 117Q: 3 clusters Score -1862611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1862611.000000 Penalty: 4887.835938
	Iteration 118F: 3 clusters Score -1862611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -35546.785156 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -35546.79 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 191 members 
Entering Unmasked Estep 
Score: -34200.753906 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -34200.75 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -34327.855469 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -34327.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34367.269531 Penalty: 2933.097656
	Iteration 2Q: 3 clusters Score -34367.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -34372.613281 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -34372.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -34375.652344 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -34375.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -34378.640625 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -34378.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -34378.640625 Penalty: 2933.097656
	Iteration 6F: 3 clusters Score -34378.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -21776.859375 Penalty: 1350.790894
	Iteration 0F: 2 clusters Score -21776.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -20588.861328 Penalty: 2701.581787
	Iteration 0F: 3 clusters Score -20588.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20652.136719 Penalty: 2701.581787
	Iteration 1F: 3 clusters Score -20652.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20673.126953 Penalty: 2701.581787
	Iteration 2Q: 3 clusters Score -20673.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20686.419922 Penalty: 2701.581787
	Iteration 3Q: 3 clusters Score -20686.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20694.029297 Penalty: 2701.581787
	Iteration 4Q: 3 clusters Score -20694.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20694.029297 Penalty: 2701.581787
	Iteration 5F: 3 clusters Score -20694.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Entering Unmasked Estep 
Score: -714075.937500 Penalty: 2217.795166
	Iteration 0F: 2 clusters Score -714075.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -707909.375000 Penalty: 4435.590332
	Iteration 0F: 3 clusters Score -707909.4 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -709587.812500 Penalty: 4435.590332
	Iteration 1F: 3 clusters Score -709587.8 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -709888.562500 Penalty: 4435.590332
	Iteration 2F: 3 clusters Score -709888.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -710122.625000 Penalty: 4435.590332
	Iteration 3F: 3 clusters Score -710122.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -710321.562500 Penalty: 4435.590332
	Iteration 4Q: 3 clusters Score -710321.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -710519.562500 Penalty: 4435.590332
	Iteration 5Q: 3 clusters Score -710519.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -710762.125000 Penalty: 4435.590332
	Iteration 6Q: 3 clusters Score -710762.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -711084.687500 Penalty: 4435.590332
	Iteration 7Q: 3 clusters Score -711084.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -711477.187500 Penalty: 4435.590332
	Iteration 8F: 3 clusters Score -711477.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -711851.250000 Penalty: 4435.590332
	Iteration 9F: 3 clusters Score -711851.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -712153.937500 Penalty: 4435.590332
	Iteration 10Q: 3 clusters Score -712153.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -712441.937500 Penalty: 4435.590332
	Iteration 11Q: 3 clusters Score -712441.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -712660.125000 Penalty: 4435.590332
	Iteration 12Q: 3 clusters Score -712660.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -712772.687500 Penalty: 4435.590332
	Iteration 13Q: 3 clusters Score -712772.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -712854.000000 Penalty: 4435.590332
	Iteration 14Q: 3 clusters Score -712854 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -712910.562500 Penalty: 4435.590332
	Iteration 15Q: 3 clusters Score -712910.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -712936.687500 Penalty: 4435.590332
	Iteration 16Q: 3 clusters Score -712936.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -712955.812500 Penalty: 4435.590332
	Iteration 17Q: 3 clusters Score -712955.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -712977.250000 Penalty: 4435.590332
	Iteration 18Q: 3 clusters Score -712977.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -712993.500000 Penalty: 4435.590332
	Iteration 19Q: 3 clusters Score -712993.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -713003.312500 Penalty: 4435.590332
	Iteration 20F: 3 clusters Score -713003.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -713012.312500 Penalty: 4435.590332
	Iteration 21Q: 3 clusters Score -713012.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -713016.437500 Penalty: 4435.590332
	Iteration 22Q: 3 clusters Score -713016.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -713023.625000 Penalty: 4435.590332
	Iteration 23Q: 3 clusters Score -713023.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -713027.812500 Penalty: 4435.590332
	Iteration 24Q: 3 clusters Score -713027.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -713032.125000 Penalty: 4435.590332
	Iteration 25Q: 3 clusters Score -713032.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -713032.812500 Penalty: 4435.590332
	Iteration 26Q: 3 clusters Score -713032.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -713037.562500 Penalty: 4435.590332
	Iteration 27Q: 3 clusters Score -713037.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -713041.125000 Penalty: 4435.590332
	Iteration 28Q: 3 clusters Score -713041.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -713041.562500 Penalty: 4435.590332
	Iteration 29Q: 3 clusters Score -713041.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -713043.062500 Penalty: 4435.590332
	Iteration 30Q: 3 clusters Score -713043.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -713043.750000 Penalty: 4435.590332
	Iteration 31Q: 3 clusters Score -713043.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -713043.812500 Penalty: 4435.590332
	Iteration 32Q: 3 clusters Score -713043.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -713044.375000 Penalty: 4435.590332
	Iteration 33Q: 3 clusters Score -713044.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -713044.937500 Penalty: 4435.590332
	Iteration 34Q: 3 clusters Score -713044.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -713046.000000 Penalty: 4435.590332
	Iteration 35Q: 3 clusters Score -713046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -713046.187500 Penalty: 4435.590332
	Iteration 36Q: 3 clusters Score -713046.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -713046.187500 Penalty: 4435.590332
	Iteration 37F: 3 clusters Score -713046.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -107342.328125 Penalty: 1706.080322
	Iteration 0F: 2 clusters Score -107342.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -105452.656250 Penalty: 3412.160645
	Iteration 0F: 3 clusters Score -105452.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -105717.390625 Penalty: 3412.160645
	Iteration 1F: 3 clusters Score -105717.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -105776.070312 Penalty: 3412.160645
	Iteration 2F: 3 clusters Score -105776.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -105799.085938 Penalty: 3412.160645
	Iteration 3Q: 3 clusters Score -105799.1 nChanged 14
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: -105821.046875 Penalty: 3412.160645
	Iteration 4Q: 3 clusters Score -105821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -105834.046875 Penalty: 3412.160645
	Iteration 5Q: 3 clusters Score -105834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -105841.000000 Penalty: 3412.160645
	Iteration 6Q: 3 clusters Score -105841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -105846.640625 Penalty: 3412.160645
	Iteration 7Q: 3 clusters Score -105846.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -105849.539062 Penalty: 3412.160645
	Iteration 8Q: 3 clusters Score -105849.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -105850.937500 Penalty: 3412.160645
	Iteration 9Q: 3 clusters Score -105850.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -105851.601562 Penalty: 3412.160645
	Iteration 10Q: 3 clusters Score -105851.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -105855.515625 Penalty: 3412.160645
	Iteration 11Q: 3 clusters Score -105855.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -105858.320312 Penalty: 3412.160645
	Iteration 12Q: 3 clusters Score -105858.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -105861.679688 Penalty: 3412.160645
	Iteration 13Q: 3 clusters Score -105861.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -105862.843750 Penalty: 3412.160645
	Iteration 14Q: 3 clusters Score -105862.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -105863.476562 Penalty: 3412.160645
	Iteration 15Q: 3 clusters Score -105863.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -105863.476562 Penalty: 3412.160645
	Iteration 16F: 3 clusters Score -105863.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Entering Unmasked Estep 
Score: -780991.812500 Penalty: 2299.549316
	Iteration 0F: 2 clusters Score -780991.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -772882.687500 Penalty: 4599.098633
	Iteration 0F: 3 clusters Score -772882.7 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -775379.812500 Penalty: 4599.098633
	Iteration 1F: 3 clusters Score -775379.8 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -775835.062500 Penalty: 4599.098633
	Iteration 2F: 3 clusters Score -775835.1 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -776165.187500 Penalty: 4599.098633
	Iteration 3F: 3 clusters Score -776165.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -776474.312500 Penalty: 4599.098633
	Iteration 4F: 3 clusters Score -776474.3 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -776745.000000 Penalty: 4599.098633
	Iteration 5Q: 3 clusters Score -776745 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -777034.250000 Penalty: 4599.098633
	Iteration 6Q: 3 clusters Score -777034.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -777353.187500 Penalty: 4599.098633
	Iteration 7Q: 3 clusters Score -777353.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -777624.250000 Penalty: 4599.098633
	Iteration 8Q: 3 clusters Score -777624.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -777881.062500 Penalty: 4599.098633
	Iteration 9Q: 3 clusters Score -777881.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -778092.187500 Penalty: 4599.098633
	Iteration 10Q: 3 clusters Score -778092.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -778243.062500 Penalty: 4599.098633
	Iteration 11Q: 3 clusters Score -778243.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -778385.000000 Penalty: 4599.098633
	Iteration 12Q: 3 clusters Score -778385 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -778527.187500 Penalty: 4599.098633
	Iteration 13Q: 3 clusters Score -778527.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -778661.687500 Penalty: 4599.098633
	Iteration 14Q: 3 clusters Score -778661.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -778794.250000 Penalty: 4599.098633
	Iteration 15Q: 3 clusters Score -778794.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -778902.312500 Penalty: 4599.098633
	Iteration 16Q: 3 clusters Score -778902.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -779000.000000 Penalty: 4599.098633
	Iteration 17Q: 3 clusters Score -779000 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -779092.375000 Penalty: 4599.098633
	Iteration 18Q: 3 clusters Score -779092.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -779174.750000 Penalty: 4599.098633
	Iteration 19Q: 3 clusters Score -779174.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -779251.812500 Penalty: 4599.098633
	Iteration 20F: 3 clusters Score -779251.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -779330.312500 Penalty: 4599.098633
	Iteration 21Q: 3 clusters Score -779330.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -779386.125000 Penalty: 4599.098633
	Iteration 22Q: 3 clusters Score -779386.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -779436.750000 Penalty: 4599.098633
	Iteration 23Q: 3 clusters Score -779436.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -779488.437500 Penalty: 4599.098633
	Iteration 24Q: 3 clusters Score -779488.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -779545.750000 Penalty: 4599.098633
	Iteration 25Q: 3 clusters Score -779545.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -779604.500000 Penalty: 4599.098633
	Iteration 26Q: 3 clusters Score -779604.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -779662.000000 Penalty: 4599.098633
	Iteration 27Q: 3 clusters Score -779662 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -779722.875000 Penalty: 4599.098633
	Iteration 28Q: 3 clusters Score -779722.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -779777.437500 Penalty: 4599.098633
	Iteration 29Q: 3 clusters Score -779777.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -779829.500000 Penalty: 4599.098633
	Iteration 30Q: 3 clusters Score -779829.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -779880.375000 Penalty: 4599.098633
	Iteration 31Q: 3 clusters Score -779880.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -779928.875000 Penalty: 4599.098633
	Iteration 32Q: 3 clusters Score -779928.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -779990.562500 Penalty: 4599.098633
	Iteration 33Q: 3 clusters Score -779990.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -780036.437500 Penalty: 4599.098633
	Iteration 34Q: 3 clusters Score -780036.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -780073.625000 Penalty: 4599.098633
	Iteration 35Q: 3 clusters Score -780073.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -780101.000000 Penalty: 4599.098633
	Iteration 36Q: 3 clusters Score -780101 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -780121.062500 Penalty: 4599.098633
	Iteration 37Q: 3 clusters Score -780121.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -780137.812500 Penalty: 4599.098633
	Iteration 38Q: 3 clusters Score -780137.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -780156.312500 Penalty: 4599.098633
	Iteration 39Q: 3 clusters Score -780156.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -780173.812500 Penalty: 4599.098633
	Iteration 40F: 3 clusters Score -780173.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -780189.437500 Penalty: 4599.098633
	Iteration 41Q: 3 clusters Score -780189.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -780205.750000 Penalty: 4599.098633
	Iteration 42Q: 3 clusters Score -780205.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -780221.937500 Penalty: 4599.098633
	Iteration 43Q: 3 clusters Score -780221.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -780232.687500 Penalty: 4599.098633
	Iteration 44Q: 3 clusters Score -780232.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -780243.750000 Penalty: 4599.098633
	Iteration 45Q: 3 clusters Score -780243.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -780252.312500 Penalty: 4599.098633
	Iteration 46Q: 3 clusters Score -780252.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -780256.000000 Penalty: 4599.098633
	Iteration 47Q: 3 clusters Score -780256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -780260.375000 Penalty: 4599.098633
	Iteration 48Q: 3 clusters Score -780260.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -780274.750000 Penalty: 4599.098633
	Iteration 49Q: 3 clusters Score -780274.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -780279.812500 Penalty: 4599.098633
	Iteration 50Q: 3 clusters Score -780279.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -780284.875000 Penalty: 4599.098633
	Iteration 51Q: 3 clusters Score -780284.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -780289.187500 Penalty: 4599.098633
	Iteration 52Q: 3 clusters Score -780289.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -780292.000000 Penalty: 4599.098633
	Iteration 53Q: 3 clusters Score -780292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -780292.312500 Penalty: 4599.098633
	Iteration 54Q: 3 clusters Score -780292.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -780294.562500 Penalty: 4599.098633
	Iteration 55Q: 3 clusters Score -780294.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -780295.812500 Penalty: 4599.098633
	Iteration 56Q: 3 clusters Score -780295.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -780296.187500 Penalty: 4599.098633
	Iteration 57Q: 3 clusters Score -780296.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -780297.062500 Penalty: 4599.098633
	Iteration 58Q: 3 clusters Score -780297.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -780297.062500 Penalty: 4599.098633
	Iteration 59F: 3 clusters Score -780297.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Entering Unmasked Estep 
Score: -1466735.625000 Penalty: 2357.891357
	Iteration 0F: 2 clusters Score -1466736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1456851.750000 Penalty: 4715.782715
	Iteration 0F: 3 clusters Score -1456852 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1459920.000000 Penalty: 4715.782715
	Iteration 1F: 3 clusters Score -1459920 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1460275.500000 Penalty: 4715.782715
	Iteration 2F: 3 clusters Score -1460276 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1460576.625000 Penalty: 4715.782715
	Iteration 3F: 3 clusters Score -1460577 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1460841.250000 Penalty: 4715.782715
	Iteration 4Q: 3 clusters Score -1460841 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1461081.625000 Penalty: 4715.782715
	Iteration 5Q: 3 clusters Score -1461082 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1461294.625000 Penalty: 4715.782715
	Iteration 6Q: 3 clusters Score -1461295 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1461499.500000 Penalty: 4715.782715
	Iteration 7Q: 3 clusters Score -1461500 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1461699.625000 Penalty: 4715.782715
	Iteration 8Q: 3 clusters Score -1461700 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1461908.250000 Penalty: 4715.782715
	Iteration 9Q: 3 clusters Score -1461908 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1462099.250000 Penalty: 4715.782715
	Iteration 10Q: 3 clusters Score -1462099 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1462311.500000 Penalty: 4715.782715
	Iteration 11Q: 3 clusters Score -1462312 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1462498.250000 Penalty: 4715.782715
	Iteration 12Q: 3 clusters Score -1462498 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1462668.750000 Penalty: 4715.782715
	Iteration 13Q: 3 clusters Score -1462669 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1462845.000000 Penalty: 4715.782715
	Iteration 14Q: 3 clusters Score -1462845 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1463021.875000 Penalty: 4715.782715
	Iteration 15Q: 3 clusters Score -1463022 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1463179.125000 Penalty: 4715.782715
	Iteration 16Q: 3 clusters Score -1463179 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1463352.500000 Penalty: 4715.782715
	Iteration 17Q: 3 clusters Score -1463352 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1463502.875000 Penalty: 4715.782715
	Iteration 18Q: 3 clusters Score -1463503 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1463663.125000 Penalty: 4715.782715
	Iteration 19Q: 3 clusters Score -1463663 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1463809.125000 Penalty: 4715.782715
	Iteration 20F: 3 clusters Score -1463809 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1463984.625000 Penalty: 4715.782715
	Iteration 21Q: 3 clusters Score -1463985 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1464187.000000 Penalty: 4715.782715
	Iteration 22Q: 3 clusters Score -1464187 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1464376.625000 Penalty: 4715.782715
	Iteration 23Q: 3 clusters Score -1464377 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1464540.000000 Penalty: 4715.782715
	Iteration 24Q: 3 clusters Score -1464540 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1464682.625000 Penalty: 4715.782715
	Iteration 25Q: 3 clusters Score -1464683 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1464792.625000 Penalty: 4715.782715
	Iteration 26Q: 3 clusters Score -1464793 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1464885.875000 Penalty: 4715.782715
	Iteration 27Q: 3 clusters Score -1464886 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1464959.250000 Penalty: 4715.782715
	Iteration 28Q: 3 clusters Score -1464959 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1465015.750000 Penalty: 4715.782715
	Iteration 29Q: 3 clusters Score -1465016 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1465069.500000 Penalty: 4715.782715
	Iteration 30Q: 3 clusters Score -1465070 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1465126.125000 Penalty: 4715.782715
	Iteration 31Q: 3 clusters Score -1465126 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1465189.875000 Penalty: 4715.782715
	Iteration 32Q: 3 clusters Score -1465190 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1465248.375000 Penalty: 4715.782715
	Iteration 33Q: 3 clusters Score -1465248 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1465290.000000 Penalty: 4715.782715
	Iteration 34Q: 3 clusters Score -1465290 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1465320.500000 Penalty: 4715.782715
	Iteration 35Q: 3 clusters Score -1465320 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1465336.000000 Penalty: 4715.782715
	Iteration 36Q: 3 clusters Score -1465336 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1465356.250000 Penalty: 4715.782715
	Iteration 37Q: 3 clusters Score -1465356 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1465368.375000 Penalty: 4715.782715
	Iteration 38Q: 3 clusters Score -1465368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1465375.250000 Penalty: 4715.782715
	Iteration 39Q: 3 clusters Score -1465375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1465384.000000 Penalty: 4715.782715
	Iteration 40F: 3 clusters Score -1465384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1465385.125000 Penalty: 4715.782715
	Iteration 41Q: 3 clusters Score -1465385 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1465390.750000 Penalty: 4715.782715
	Iteration 42Q: 3 clusters Score -1465391 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1465394.500000 Penalty: 4715.782715
	Iteration 43Q: 3 clusters Score -1465394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1465395.500000 Penalty: 4715.782715
	Iteration 44Q: 3 clusters Score -1465396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1465400.750000 Penalty: 4715.782715
	Iteration 45Q: 3 clusters Score -1465401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1465403.375000 Penalty: 4715.782715
	Iteration 46Q: 3 clusters Score -1465403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1465403.750000 Penalty: 4715.782715
	Iteration 47Q: 3 clusters Score -1465404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1465402.125000 Penalty: 4715.782715
	Iteration 48Q: 3 clusters Score -1465402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1465405.250000 Penalty: 4715.782715
	Iteration 49Q: 3 clusters Score -1465405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1465407.125000 Penalty: 4715.782715
	Iteration 50Q: 3 clusters Score -1465407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1465409.125000 Penalty: 4715.782715
	Iteration 51Q: 3 clusters Score -1465409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1465407.875000 Penalty: 4715.782715
	Iteration 52Q: 3 clusters Score -1465408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1465408.375000 Penalty: 4715.782715
	Iteration 53Q: 3 clusters Score -1465408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1465410.625000 Penalty: 4715.782715
	Iteration 54Q: 3 clusters Score -1465411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1465410.625000 Penalty: 4715.782715
	Iteration 55F: 3 clusters Score -1465411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -95693.593750 Penalty: 1700.924072
	Iteration 0F: 2 clusters Score -95693.59 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 462 members 
Entering Unmasked Estep 
Score: -93833.132812 Penalty: 3401.848145
	Iteration 0F: 3 clusters Score -93833.13 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -94133.234375 Penalty: 3401.848145
	Iteration 1F: 3 clusters Score -94133.23 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -94238.882812 Penalty: 3401.848145
	Iteration 2F: 3 clusters Score -94238.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -94268.242188 Penalty: 3401.848145
	Iteration 3Q: 3 clusters Score -94268.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -94298.476562 Penalty: 3401.848145
	Iteration 4Q: 3 clusters Score -94298.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -94321.359375 Penalty: 3401.848145
	Iteration 5Q: 3 clusters Score -94321.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -94342.039062 Penalty: 3401.848145
	Iteration 6Q: 3 clusters Score -94342.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -94354.554688 Penalty: 3401.848145
	Iteration 7Q: 3 clusters Score -94354.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -94362.296875 Penalty: 3401.848145
	Iteration 8Q: 3 clusters Score -94362.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -94368.117188 Penalty: 3401.848145
	Iteration 9Q: 3 clusters Score -94368.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -94376.757812 Penalty: 3401.848145
	Iteration 10Q: 3 clusters Score -94376.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -94378.359375 Penalty: 3401.848145
	Iteration 11Q: 3 clusters Score -94378.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -94380.843750 Penalty: 3401.848145
	Iteration 12Q: 3 clusters Score -94380.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -94380.843750 Penalty: 3401.848145
	Iteration 13F: 3 clusters Score -94380.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (90190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90190 members 
Entering Unmasked Estep 
Score: -9838358.000000 Penalty: 2829.599121
	Iteration 0F: 2 clusters Score -9838358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -9777851.000000 Penalty: 5659.198242
	Iteration 0F: 3 clusters Score -9777851 nChanged 42720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -9802300.000000 Penalty: 5659.198242
	Iteration 1F: 3 clusters Score -9802300 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -9803243.000000 Penalty: 5659.198242
	Iteration 2Q: 3 clusters Score -9803243 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 50680 members 
Entering Unmasked Estep 
Score: -9804377.000000 Penalty: 5659.198242
	Iteration 3Q: 3 clusters Score -9804377 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 53399 members 
Entering Unmasked Estep 
Score: -9805834.000000 Penalty: 5659.198242
	Iteration 4Q: 3 clusters Score -9805834 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 57239 members 
Entering Unmasked Estep 
Score: -9808156.000000 Penalty: 5659.198242
	Iteration 5F: 3 clusters Score -9808156 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 62427 members 
Entering Unmasked Estep 
Score: -9811876.000000 Penalty: 5659.198242
	Iteration 6F: 3 clusters Score -9811876 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 68777 members 
Entering Unmasked Estep 
Score: -9817052.000000 Penalty: 5659.198242
	Iteration 7F: 3 clusters Score -9817052 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 75665 members 
Entering Unmasked Estep 
Score: -9823374.000000 Penalty: 5659.198242
	Iteration 8F: 3 clusters Score -9823374 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 81604 members 
Entering Unmasked Estep 
Score: -9828851.000000 Penalty: 5659.198242
	Iteration 9F: 3 clusters Score -9828851 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 85637 members 
Entering Unmasked Estep 
Score: -9832445.000000 Penalty: 5659.198242
	Iteration 10Q: 3 clusters Score -9832445 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 87823 members 
Entering Unmasked Estep 
Score: -9834345.000000 Penalty: 5659.198242
	Iteration 11Q: 3 clusters Score -9834345 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 88858 members 
Entering Unmasked Estep 
Score: -9835139.000000 Penalty: 5659.198242
	Iteration 12Q: 3 clusters Score -9835139 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 89317 members 
Entering Unmasked Estep 
Score: -9835515.000000 Penalty: 5659.198242
	Iteration 13Q: 3 clusters Score -9835515 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 89523 members 
Entering Unmasked Estep 
Score: -9835708.000000 Penalty: 5659.198242
	Iteration 14Q: 3 clusters Score -9835708 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 89612 members 
Entering Unmasked Estep 
Score: -9835770.000000 Penalty: 5659.198242
	Iteration 15Q: 3 clusters Score -9835770 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 89672 members 
Entering Unmasked Estep 
Score: -9835821.000000 Penalty: 5659.198242
	Iteration 16Q: 3 clusters Score -9835821 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 89711 members 
Entering Unmasked Estep 
Score: -9835872.000000 Penalty: 5659.198242
	Iteration 17Q: 3 clusters Score -9835872 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 89727 members 
Entering Unmasked Estep 
Score: -9835901.000000 Penalty: 5659.198242
	Iteration 18Q: 3 clusters Score -9835901 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 89737 members 
Entering Unmasked Estep 
Score: -9835926.000000 Penalty: 5659.198242
	Iteration 19Q: 3 clusters Score -9835926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 89748 members 
Entering Unmasked Estep 
Score: -9835942.000000 Penalty: 5659.198242
	Iteration 20F: 3 clusters Score -9835942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 89755 members 
Entering Unmasked Estep 
Score: -9835961.000000 Penalty: 5659.198242
	Iteration 21Q: 3 clusters Score -9835961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 89762 members 
Entering Unmasked Estep 
Score: -9835980.000000 Penalty: 5659.198242
	Iteration 22Q: 3 clusters Score -9835980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 89767 members 
Entering Unmasked Estep 
Score: -9835990.000000 Penalty: 5659.198242
	Iteration 23Q: 3 clusters Score -9835990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 89779 members 
Entering Unmasked Estep 
Score: -9836001.000000 Penalty: 5659.198242
	Iteration 24Q: 3 clusters Score -9836001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 89781 members 
Entering Unmasked Estep 
Score: -9836008.000000 Penalty: 5659.198242
	Iteration 25Q: 3 clusters Score -9836008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 89782 members 
Entering Unmasked Estep 
Score: -9836021.000000 Penalty: 5659.198242
	Iteration 26Q: 3 clusters Score -9836021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 89784 members 
Entering Unmasked Estep 
Score: -9836023.000000 Penalty: 5659.198242
	Iteration 27Q: 3 clusters Score -9836023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 89783 members 
Entering Unmasked Estep 
Score: -9836026.000000 Penalty: 5659.198242
	Iteration 28Q: 3 clusters Score -9836026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 89782 members 
Entering Unmasked Estep 
Score: -9836017.000000 Penalty: 5659.198242
	Iteration 29Q: 3 clusters Score -9836017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 89782 members 
Entering Unmasked Estep 
Score: -9836017.000000 Penalty: 5659.198242
	Iteration 30F: 3 clusters Score -9836017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (29409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Entering Unmasked Estep 
Score: -3192919.000000 Penalty: 2551.685791
	Iteration 0F: 2 clusters Score -3192919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -3172852.500000 Penalty: 5103.371582
	Iteration 0F: 3 clusters Score -3172852 nChanged 13186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -3180173.750000 Penalty: 5103.371582
	Iteration 1F: 3 clusters Score -3180174 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -3180921.250000 Penalty: 5103.371582
	Iteration 2F: 3 clusters Score -3180921 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3181788.250000 Penalty: 5103.371582
	Iteration 3F: 3 clusters Score -3181788 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -3182695.500000 Penalty: 5103.371582
	Iteration 4F: 3 clusters Score -3182696 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -3183671.500000 Penalty: 5103.371582
	Iteration 5F: 3 clusters Score -3183672 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -3184828.000000 Penalty: 5103.371582
	Iteration 6F: 3 clusters Score -3184828 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -3186047.250000 Penalty: 5103.371582
	Iteration 7F: 3 clusters Score -3186047 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -3187212.000000 Penalty: 5103.371582
	Iteration 8F: 3 clusters Score -3187212 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -3188166.000000 Penalty: 5103.371582
	Iteration 9Q: 3 clusters Score -3188166 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -3188849.000000 Penalty: 5103.371582
	Iteration 10Q: 3 clusters Score -3188849 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -3189379.250000 Penalty: 5103.371582
	Iteration 11Q: 3 clusters Score -3189379 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -3189836.000000 Penalty: 5103.371582
	Iteration 12Q: 3 clusters Score -3189836 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -3190220.000000 Penalty: 5103.371582
	Iteration 13Q: 3 clusters Score -3190220 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -3190639.750000 Penalty: 5103.371582
	Iteration 14Q: 3 clusters Score -3190640 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -3191064.750000 Penalty: 5103.371582
	Iteration 15Q: 3 clusters Score -3191065 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -3191384.750000 Penalty: 5103.371582
	Iteration 16Q: 3 clusters Score -3191385 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -3191558.750000 Penalty: 5103.371582
	Iteration 17Q: 3 clusters Score -3191559 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -3191648.750000 Penalty: 5103.371582
	Iteration 18Q: 3 clusters Score -3191649 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -3191715.000000 Penalty: 5103.371582
	Iteration 19Q: 3 clusters Score -3191715 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -3191766.250000 Penalty: 5103.371582
	Iteration 20F: 3 clusters Score -3191766 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -3191788.000000 Penalty: 5103.371582
	Iteration 21Q: 3 clusters Score -3191788 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -3191806.250000 Penalty: 5103.371582
	Iteration 22Q: 3 clusters Score -3191806 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -3191818.500000 Penalty: 5103.371582
	Iteration 23Q: 3 clusters Score -3191818 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -3191838.750000 Penalty: 5103.371582
	Iteration 24Q: 3 clusters Score -3191839 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -3191847.500000 Penalty: 5103.371582
	Iteration 25Q: 3 clusters Score -3191848 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -3191855.750000 Penalty: 5103.371582
	Iteration 26Q: 3 clusters Score -3191856 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -3191873.000000 Penalty: 5103.371582
	Iteration 27Q: 3 clusters Score -3191873 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -3191871.500000 Penalty: 5103.371582
	Iteration 28Q: 3 clusters Score -3191872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -3191877.500000 Penalty: 5103.371582
	Iteration 29Q: 3 clusters Score -3191878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -3191876.000000 Penalty: 5103.371582
	Iteration 30Q: 3 clusters Score -3191876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -3191878.750000 Penalty: 5103.371582
	Iteration 31Q: 3 clusters Score -3191879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -3191884.750000 Penalty: 5103.371582
	Iteration 32Q: 3 clusters Score -3191885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -3191886.750000 Penalty: 5103.371582
	Iteration 33Q: 3 clusters Score -3191887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -3191889.000000 Penalty: 5103.371582
	Iteration 34Q: 3 clusters Score -3191889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -3191891.500000 Penalty: 5103.371582
	Iteration 35Q: 3 clusters Score -3191892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -3191892.750000 Penalty: 5103.371582
	Iteration 36Q: 3 clusters Score -3191893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -3191897.250000 Penalty: 5103.371582
	Iteration 37Q: 3 clusters Score -3191897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -3191894.750000 Penalty: 5103.371582
	Iteration 38Q: 3 clusters Score -3191895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -3191891.750000 Penalty: 5103.371582
	Iteration 39Q: 3 clusters Score -3191892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -3191891.250000 Penalty: 5103.371582
	Iteration 40F: 3 clusters Score -3191891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -3191891.750000 Penalty: 5103.371582
	Iteration 41Q: 3 clusters Score -3191892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -3191894.250000 Penalty: 5103.371582
	Iteration 42Q: 3 clusters Score -3191894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -3191894.250000 Penalty: 5103.371582
	Iteration 43Q: 3 clusters Score -3191894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -3191904.750000 Penalty: 5103.371582
	Iteration 44Q: 3 clusters Score -3191905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -3191898.500000 Penalty: 5103.371582
	Iteration 45Q: 3 clusters Score -3191898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -3191902.500000 Penalty: 5103.371582
	Iteration 46Q: 3 clusters Score -3191902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -3191905.750000 Penalty: 5103.371582
	Iteration 47Q: 3 clusters Score -3191906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -3191905.750000 Penalty: 5103.371582
	Iteration 48Q: 3 clusters Score -3191906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -3191905.750000 Penalty: 5103.371582
	Iteration 49Q: 3 clusters Score -3191906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -3191910.000000 Penalty: 5103.371582
	Iteration 50Q: 3 clusters Score -3191910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -3191907.750000 Penalty: 5103.371582
	Iteration 51Q: 3 clusters Score -3191908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -3191907.500000 Penalty: 5103.371582
	Iteration 52Q: 3 clusters Score -3191908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -3191907.250000 Penalty: 5103.371582
	Iteration 53Q: 3 clusters Score -3191907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -3191908.750000 Penalty: 5103.371582
	Iteration 54Q: 3 clusters Score -3191909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -3191910.750000 Penalty: 5103.371582
	Iteration 55Q: 3 clusters Score -3191911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -3191910.250000 Penalty: 5103.371582
	Iteration 56Q: 3 clusters Score -3191910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -3191911.750000 Penalty: 5103.371582
	Iteration 57Q: 3 clusters Score -3191912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -3191912.250000 Penalty: 5103.371582
	Iteration 58Q: 3 clusters Score -3191912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -3191911.000000 Penalty: 5103.371582
	Iteration 59Q: 3 clusters Score -3191911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -3191911.000000 Penalty: 5103.371582
	Iteration 60F: 3 clusters Score -3191911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Entering Unmasked Estep 
Score: -922032.625000 Penalty: 2267.443604
	Iteration 0F: 2 clusters Score -922032.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -914762.375000 Penalty: 4534.887207
	Iteration 0F: 3 clusters Score -914762.4 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -916869.812500 Penalty: 4534.887207
	Iteration 1F: 3 clusters Score -916869.8 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -917222.625000 Penalty: 4534.887207
	Iteration 2F: 3 clusters Score -917222.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -917517.500000 Penalty: 4534.887207
	Iteration 3F: 3 clusters Score -917517.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -917756.750000 Penalty: 4534.887207
	Iteration 4Q: 3 clusters Score -917756.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -918004.500000 Penalty: 4534.887207
	Iteration 5Q: 3 clusters Score -918004.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -918238.375000 Penalty: 4534.887207
	Iteration 6Q: 3 clusters Score -918238.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -918481.875000 Penalty: 4534.887207
	Iteration 7Q: 3 clusters Score -918481.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -918724.875000 Penalty: 4534.887207
	Iteration 8Q: 3 clusters Score -918724.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -918996.062500 Penalty: 4534.887207
	Iteration 9Q: 3 clusters Score -918996.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -919243.562500 Penalty: 4534.887207
	Iteration 10Q: 3 clusters Score -919243.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -919468.437500 Penalty: 4534.887207
	Iteration 11Q: 3 clusters Score -919468.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -919663.000000 Penalty: 4534.887207
	Iteration 12Q: 3 clusters Score -919663 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -919807.625000 Penalty: 4534.887207
	Iteration 13Q: 3 clusters Score -919807.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -919930.125000 Penalty: 4534.887207
	Iteration 14Q: 3 clusters Score -919930.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -920020.187500 Penalty: 4534.887207
	Iteration 15Q: 3 clusters Score -920020.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -920078.625000 Penalty: 4534.887207
	Iteration 16Q: 3 clusters Score -920078.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -920113.312500 Penalty: 4534.887207
	Iteration 17Q: 3 clusters Score -920113.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -920133.875000 Penalty: 4534.887207
	Iteration 18Q: 3 clusters Score -920133.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -920146.937500 Penalty: 4534.887207
	Iteration 19Q: 3 clusters Score -920146.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -920159.250000 Penalty: 4534.887207
	Iteration 20F: 3 clusters Score -920159.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -920164.312500 Penalty: 4534.887207
	Iteration 21Q: 3 clusters Score -920164.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -920172.437500 Penalty: 4534.887207
	Iteration 22Q: 3 clusters Score -920172.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -920180.750000 Penalty: 4534.887207
	Iteration 23Q: 3 clusters Score -920180.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -920187.687500 Penalty: 4534.887207
	Iteration 24Q: 3 clusters Score -920187.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -920194.937500 Penalty: 4534.887207
	Iteration 25Q: 3 clusters Score -920194.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -920202.500000 Penalty: 4534.887207
	Iteration 26Q: 3 clusters Score -920202.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -920208.312500 Penalty: 4534.887207
	Iteration 27Q: 3 clusters Score -920208.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -920217.375000 Penalty: 4534.887207
	Iteration 28Q: 3 clusters Score -920217.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -920224.312500 Penalty: 4534.887207
	Iteration 29Q: 3 clusters Score -920224.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -920234.687500 Penalty: 4534.887207
	Iteration 30Q: 3 clusters Score -920234.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -920240.750000 Penalty: 4534.887207
	Iteration 31Q: 3 clusters Score -920240.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -920241.625000 Penalty: 4534.887207
	Iteration 32Q: 3 clusters Score -920241.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -920248.125000 Penalty: 4534.887207
	Iteration 33Q: 3 clusters Score -920248.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -920251.437500 Penalty: 4534.887207
	Iteration 34Q: 3 clusters Score -920251.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -920255.312500 Penalty: 4534.887207
	Iteration 35Q: 3 clusters Score -920255.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -920257.875000 Penalty: 4534.887207
	Iteration 36Q: 3 clusters Score -920257.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -920261.562500 Penalty: 4534.887207
	Iteration 37Q: 3 clusters Score -920261.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -920266.562500 Penalty: 4534.887207
	Iteration 38Q: 3 clusters Score -920266.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -920270.187500 Penalty: 4534.887207
	Iteration 39Q: 3 clusters Score -920270.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -920274.375000 Penalty: 4534.887207
	Iteration 40F: 3 clusters Score -920274.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -920274.250000 Penalty: 4534.887207
	Iteration 41Q: 3 clusters Score -920274.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -920280.875000 Penalty: 4534.887207
	Iteration 42Q: 3 clusters Score -920280.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -920283.125000 Penalty: 4534.887207
	Iteration 43Q: 3 clusters Score -920283.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -920281.937500 Penalty: 4534.887207
	Iteration 44Q: 3 clusters Score -920281.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -920282.562500 Penalty: 4534.887207
	Iteration 45Q: 3 clusters Score -920282.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -920284.000000 Penalty: 4534.887207
	Iteration 46Q: 3 clusters Score -920284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -920283.937500 Penalty: 4534.887207
	Iteration 47Q: 3 clusters Score -920283.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -920285.687500 Penalty: 4534.887207
	Iteration 48Q: 3 clusters Score -920285.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -920285.687500 Penalty: 4534.887207
	Iteration 49F: 3 clusters Score -920285.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -559433.625000 Penalty: 2162.187988
	Iteration 0F: 2 clusters Score -559433.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -554203.750000 Penalty: 4324.375977
	Iteration 0F: 3 clusters Score -554203.8 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -555541.125000 Penalty: 4324.375977
	Iteration 1F: 3 clusters Score -555541.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -555903.125000 Penalty: 4324.375977
	Iteration 2F: 3 clusters Score -555903.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -556175.687500 Penalty: 4324.375977
	Iteration 3F: 3 clusters Score -556175.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -556408.500000 Penalty: 4324.375977
	Iteration 4F: 3 clusters Score -556408.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -556615.187500 Penalty: 4324.375977
	Iteration 5Q: 3 clusters Score -556615.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -556817.937500 Penalty: 4324.375977
	Iteration 6Q: 3 clusters Score -556817.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -557035.062500 Penalty: 4324.375977
	Iteration 7Q: 3 clusters Score -557035.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -557295.625000 Penalty: 4324.375977
	Iteration 8Q: 3 clusters Score -557295.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -557562.750000 Penalty: 4324.375977
	Iteration 9Q: 3 clusters Score -557562.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -557769.125000 Penalty: 4324.375977
	Iteration 10Q: 3 clusters Score -557769.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -557938.187500 Penalty: 4324.375977
	Iteration 11Q: 3 clusters Score -557938.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -558057.875000 Penalty: 4324.375977
	Iteration 12Q: 3 clusters Score -558057.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -558127.687500 Penalty: 4324.375977
	Iteration 13Q: 3 clusters Score -558127.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -558172.312500 Penalty: 4324.375977
	Iteration 14Q: 3 clusters Score -558172.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -558202.187500 Penalty: 4324.375977
	Iteration 15Q: 3 clusters Score -558202.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -558222.125000 Penalty: 4324.375977
	Iteration 16Q: 3 clusters Score -558222.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -558233.375000 Penalty: 4324.375977
	Iteration 17Q: 3 clusters Score -558233.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -558239.312500 Penalty: 4324.375977
	Iteration 18Q: 3 clusters Score -558239.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -558242.625000 Penalty: 4324.375977
	Iteration 19Q: 3 clusters Score -558242.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -558245.562500 Penalty: 4324.375977
	Iteration 20F: 3 clusters Score -558245.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -558246.750000 Penalty: 4324.375977
	Iteration 21Q: 3 clusters Score -558246.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -558249.062500 Penalty: 4324.375977
	Iteration 22Q: 3 clusters Score -558249.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -558249.500000 Penalty: 4324.375977
	Iteration 23Q: 3 clusters Score -558249.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -558249.500000 Penalty: 4324.375977
	Iteration 24F: 3 clusters Score -558249.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Entering Unmasked Estep 
Score: -950735.750000 Penalty: 2253.361816
	Iteration 0F: 2 clusters Score -950735.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -943872.875000 Penalty: 4506.723633
	Iteration 0F: 3 clusters Score -943872.9 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -945823.500000 Penalty: 4506.723633
	Iteration 1F: 3 clusters Score -945823.5 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -946181.562500 Penalty: 4506.723633
	Iteration 2F: 3 clusters Score -946181.6 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -946476.312500 Penalty: 4506.723633
	Iteration 3F: 3 clusters Score -946476.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -946704.250000 Penalty: 4506.723633
	Iteration 4Q: 3 clusters Score -946704.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -946877.000000 Penalty: 4506.723633
	Iteration 5Q: 3 clusters Score -946877 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -947022.625000 Penalty: 4506.723633
	Iteration 6Q: 3 clusters Score -947022.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -947150.750000 Penalty: 4506.723633
	Iteration 7Q: 3 clusters Score -947150.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -947262.062500 Penalty: 4506.723633
	Iteration 8Q: 3 clusters Score -947262.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -947377.250000 Penalty: 4506.723633
	Iteration 9Q: 3 clusters Score -947377.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -947477.500000 Penalty: 4506.723633
	Iteration 10Q: 3 clusters Score -947477.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -947592.500000 Penalty: 4506.723633
	Iteration 11Q: 3 clusters Score -947592.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -947730.750000 Penalty: 4506.723633
	Iteration 12Q: 3 clusters Score -947730.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -947892.687500 Penalty: 4506.723633
	Iteration 13Q: 3 clusters Score -947892.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -948054.062500 Penalty: 4506.723633
	Iteration 14Q: 3 clusters Score -948054.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -948202.687500 Penalty: 4506.723633
	Iteration 15Q: 3 clusters Score -948202.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -948344.562500 Penalty: 4506.723633
	Iteration 16Q: 3 clusters Score -948344.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -948458.687500 Penalty: 4506.723633
	Iteration 17Q: 3 clusters Score -948458.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -948553.000000 Penalty: 4506.723633
	Iteration 18Q: 3 clusters Score -948553 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -948627.000000 Penalty: 4506.723633
	Iteration 19Q: 3 clusters Score -948627 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -948680.375000 Penalty: 4506.723633
	Iteration 20F: 3 clusters Score -948680.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -948722.312500 Penalty: 4506.723633
	Iteration 21Q: 3 clusters Score -948722.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -948762.750000 Penalty: 4506.723633
	Iteration 22Q: 3 clusters Score -948762.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -948799.812500 Penalty: 4506.723633
	Iteration 23Q: 3 clusters Score -948799.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -948822.375000 Penalty: 4506.723633
	Iteration 24Q: 3 clusters Score -948822.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -948845.437500 Penalty: 4506.723633
	Iteration 25Q: 3 clusters Score -948845.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -948859.250000 Penalty: 4506.723633
	Iteration 26Q: 3 clusters Score -948859.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -948870.437500 Penalty: 4506.723633
	Iteration 27Q: 3 clusters Score -948870.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -948880.500000 Penalty: 4506.723633
	Iteration 28Q: 3 clusters Score -948880.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -948893.812500 Penalty: 4506.723633
	Iteration 29Q: 3 clusters Score -948893.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -948909.250000 Penalty: 4506.723633
	Iteration 30Q: 3 clusters Score -948909.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -948921.062500 Penalty: 4506.723633
	Iteration 31Q: 3 clusters Score -948921.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -948937.312500 Penalty: 4506.723633
	Iteration 32Q: 3 clusters Score -948937.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -948953.312500 Penalty: 4506.723633
	Iteration 33Q: 3 clusters Score -948953.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -948963.000000 Penalty: 4506.723633
	Iteration 34Q: 3 clusters Score -948963 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -948972.937500 Penalty: 4506.723633
	Iteration 35Q: 3 clusters Score -948972.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -948977.125000 Penalty: 4506.723633
	Iteration 36Q: 3 clusters Score -948977.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -948979.437500 Penalty: 4506.723633
	Iteration 37Q: 3 clusters Score -948979.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -948984.187500 Penalty: 4506.723633
	Iteration 38Q: 3 clusters Score -948984.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -948985.875000 Penalty: 4506.723633
	Iteration 39Q: 3 clusters Score -948985.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -948990.062500 Penalty: 4506.723633
	Iteration 40F: 3 clusters Score -948990.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -948990.437500 Penalty: 4506.723633
	Iteration 41Q: 3 clusters Score -948990.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -948990.500000 Penalty: 4506.723633
	Iteration 42Q: 3 clusters Score -948990.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -948990.562500 Penalty: 4506.723633
	Iteration 43Q: 3 clusters Score -948990.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -948990.625000 Penalty: 4506.723633
	Iteration 44Q: 3 clusters Score -948990.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -948990.625000 Penalty: 4506.723633
	Iteration 45F: 3 clusters Score -948990.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Entering Unmasked Estep 
Score: -1557809.500000 Penalty: 2369.989502
	Iteration 0F: 2 clusters Score -1557810 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 7077 members 
Entering Unmasked Estep 
Score: -1547594.125000 Penalty: 4739.979004
	Iteration 0F: 3 clusters Score -1547594 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1550646.750000 Penalty: 4739.979004
	Iteration 1F: 3 clusters Score -1550647 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1550972.125000 Penalty: 4739.979004
	Iteration 2F: 3 clusters Score -1550972 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1551204.875000 Penalty: 4739.979004
	Iteration 3Q: 3 clusters Score -1551205 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1551379.750000 Penalty: 4739.979004
	Iteration 4Q: 3 clusters Score -1551380 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1551527.625000 Penalty: 4739.979004
	Iteration 5Q: 3 clusters Score -1551528 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1551644.000000 Penalty: 4739.979004
	Iteration 6Q: 3 clusters Score -1551644 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1551736.500000 Penalty: 4739.979004
	Iteration 7Q: 3 clusters Score -1551736 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1551819.000000 Penalty: 4739.979004
	Iteration 8Q: 3 clusters Score -1551819 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1551903.750000 Penalty: 4739.979004
	Iteration 9Q: 3 clusters Score -1551904 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1551999.500000 Penalty: 4739.979004
	Iteration 10Q: 3 clusters Score -1552000 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1552104.625000 Penalty: 4739.979004
	Iteration 11Q: 3 clusters Score -1552105 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1552225.875000 Penalty: 4739.979004
	Iteration 12Q: 3 clusters Score -1552226 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1552368.750000 Penalty: 4739.979004
	Iteration 13Q: 3 clusters Score -1552369 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1552532.125000 Penalty: 4739.979004
	Iteration 14Q: 3 clusters Score -1552532 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1552729.625000 Penalty: 4739.979004
	Iteration 15Q: 3 clusters Score -1552730 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1552953.500000 Penalty: 4739.979004
	Iteration 16Q: 3 clusters Score -1552954 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1553202.625000 Penalty: 4739.979004
	Iteration 17Q: 3 clusters Score -1553203 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1553473.500000 Penalty: 4739.979004
	Iteration 18Q: 3 clusters Score -1553474 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1553739.500000 Penalty: 4739.979004
	Iteration 19Q: 3 clusters Score -1553740 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1553989.250000 Penalty: 4739.979004
	Iteration 20F: 3 clusters Score -1553989 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1554229.500000 Penalty: 4739.979004
	Iteration 21Q: 3 clusters Score -1554230 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1554428.125000 Penalty: 4739.979004
	Iteration 22Q: 3 clusters Score -1554428 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1554634.750000 Penalty: 4739.979004
	Iteration 23Q: 3 clusters Score -1554635 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1554787.500000 Penalty: 4739.979004
	Iteration 24Q: 3 clusters Score -1554788 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1554916.250000 Penalty: 4739.979004
	Iteration 25Q: 3 clusters Score -1554916 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1555024.875000 Penalty: 4739.979004
	Iteration 26Q: 3 clusters Score -1555025 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1555124.375000 Penalty: 4739.979004
	Iteration 27Q: 3 clusters Score -1555124 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1555225.500000 Penalty: 4739.979004
	Iteration 28Q: 3 clusters Score -1555226 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1555301.375000 Penalty: 4739.979004
	Iteration 29Q: 3 clusters Score -1555301 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1555379.750000 Penalty: 4739.979004
	Iteration 30Q: 3 clusters Score -1555380 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1555434.000000 Penalty: 4739.979004
	Iteration 31Q: 3 clusters Score -1555434 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1555474.125000 Penalty: 4739.979004
	Iteration 32Q: 3 clusters Score -1555474 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1555506.250000 Penalty: 4739.979004
	Iteration 33Q: 3 clusters Score -1555506 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1555525.375000 Penalty: 4739.979004
	Iteration 34Q: 3 clusters Score -1555525 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -1555547.500000 Penalty: 4739.979004
	Iteration 35Q: 3 clusters Score -1555548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1555562.875000 Penalty: 4739.979004
	Iteration 36Q: 3 clusters Score -1555563 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1555588.750000 Penalty: 4739.979004
	Iteration 37Q: 3 clusters Score -1555589 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1555614.625000 Penalty: 4739.979004
	Iteration 38Q: 3 clusters Score -1555615 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1555631.500000 Penalty: 4739.979004
	Iteration 39Q: 3 clusters Score -1555632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1555645.250000 Penalty: 4739.979004
	Iteration 40F: 3 clusters Score -1555645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1555657.875000 Penalty: 4739.979004
	Iteration 41Q: 3 clusters Score -1555658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1555670.250000 Penalty: 4739.979004
	Iteration 42Q: 3 clusters Score -1555670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1555678.250000 Penalty: 4739.979004
	Iteration 43Q: 3 clusters Score -1555678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1555679.375000 Penalty: 4739.979004
	Iteration 44Q: 3 clusters Score -1555679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1555680.250000 Penalty: 4739.979004
	Iteration 45Q: 3 clusters Score -1555680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1555681.625000 Penalty: 4739.979004
	Iteration 46Q: 3 clusters Score -1555682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1555688.750000 Penalty: 4739.979004
	Iteration 47Q: 3 clusters Score -1555689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1555688.750000 Penalty: 4739.979004
	Iteration 48F: 3 clusters Score -1555689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Entering Unmasked Estep 
Score: -568787.375000 Penalty: 2122.085938
	Iteration 0F: 2 clusters Score -568787.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -564089.562500 Penalty: 4244.171875
	Iteration 0F: 3 clusters Score -564089.6 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -565204.937500 Penalty: 4244.171875
	Iteration 1F: 3 clusters Score -565204.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -565440.187500 Penalty: 4244.171875
	Iteration 2F: 3 clusters Score -565440.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -565594.812500 Penalty: 4244.171875
	Iteration 3F: 3 clusters Score -565594.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -565692.875000 Penalty: 4244.171875
	Iteration 4Q: 3 clusters Score -565692.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -565757.937500 Penalty: 4244.171875
	Iteration 5Q: 3 clusters Score -565757.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -565795.625000 Penalty: 4244.171875
	Iteration 6Q: 3 clusters Score -565795.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -565823.312500 Penalty: 4244.171875
	Iteration 7Q: 3 clusters Score -565823.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -565845.875000 Penalty: 4244.171875
	Iteration 8Q: 3 clusters Score -565845.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -565862.312500 Penalty: 4244.171875
	Iteration 9Q: 3 clusters Score -565862.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -565877.312500 Penalty: 4244.171875
	Iteration 10Q: 3 clusters Score -565877.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -565891.062500 Penalty: 4244.171875
	Iteration 11Q: 3 clusters Score -565891.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -565902.250000 Penalty: 4244.171875
	Iteration 12Q: 3 clusters Score -565902.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -565909.250000 Penalty: 4244.171875
	Iteration 13Q: 3 clusters Score -565909.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -565916.750000 Penalty: 4244.171875
	Iteration 14Q: 3 clusters Score -565916.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -565923.562500 Penalty: 4244.171875
	Iteration 15Q: 3 clusters Score -565923.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -565933.000000 Penalty: 4244.171875
	Iteration 16Q: 3 clusters Score -565933 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -565946.750000 Penalty: 4244.171875
	Iteration 17Q: 3 clusters Score -565946.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -565956.312500 Penalty: 4244.171875
	Iteration 18Q: 3 clusters Score -565956.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -565964.500000 Penalty: 4244.171875
	Iteration 19Q: 3 clusters Score -565964.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -565968.812500 Penalty: 4244.171875
	Iteration 20F: 3 clusters Score -565968.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -565974.750000 Penalty: 4244.171875
	Iteration 21Q: 3 clusters Score -565974.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -565978.750000 Penalty: 4244.171875
	Iteration 22Q: 3 clusters Score -565978.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -565981.875000 Penalty: 4244.171875
	Iteration 23Q: 3 clusters Score -565981.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -565986.750000 Penalty: 4244.171875
	Iteration 24Q: 3 clusters Score -565986.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -565988.312500 Penalty: 4244.171875
	Iteration 25Q: 3 clusters Score -565988.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -565990.375000 Penalty: 4244.171875
	Iteration 26Q: 3 clusters Score -565990.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -565992.312500 Penalty: 4244.171875
	Iteration 27Q: 3 clusters Score -565992.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -565993.375000 Penalty: 4244.171875
	Iteration 28Q: 3 clusters Score -565993.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -565994.625000 Penalty: 4244.171875
	Iteration 29Q: 3 clusters Score -565994.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -565996.750000 Penalty: 4244.171875
	Iteration 30Q: 3 clusters Score -565996.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -565997.437500 Penalty: 4244.171875
	Iteration 31Q: 3 clusters Score -565997.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -565997.625000 Penalty: 4244.171875
	Iteration 32Q: 3 clusters Score -565997.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -565999.750000 Penalty: 4244.171875
	Iteration 33Q: 3 clusters Score -565999.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -566001.062500 Penalty: 4244.171875
	Iteration 34Q: 3 clusters Score -566001.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -566002.812500 Penalty: 4244.171875
	Iteration 35Q: 3 clusters Score -566002.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -566003.437500 Penalty: 4244.171875
	Iteration 36Q: 3 clusters Score -566003.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -566004.687500 Penalty: 4244.171875
	Iteration 37Q: 3 clusters Score -566004.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -566008.062500 Penalty: 4244.171875
	Iteration 38Q: 3 clusters Score -566008.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -566009.875000 Penalty: 4244.171875
	Iteration 39Q: 3 clusters Score -566009.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -566013.687500 Penalty: 4244.171875
	Iteration 40F: 3 clusters Score -566013.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -566017.125000 Penalty: 4244.171875
	Iteration 41Q: 3 clusters Score -566017.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -566022.250000 Penalty: 4244.171875
	Iteration 42Q: 3 clusters Score -566022.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -566026.437500 Penalty: 4244.171875
	Iteration 43Q: 3 clusters Score -566026.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -566033.937500 Penalty: 4244.171875
	Iteration 44Q: 3 clusters Score -566033.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -566038.250000 Penalty: 4244.171875
	Iteration 45Q: 3 clusters Score -566038.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -566043.437500 Penalty: 4244.171875
	Iteration 46Q: 3 clusters Score -566043.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -566048.062500 Penalty: 4244.171875
	Iteration 47Q: 3 clusters Score -566048.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -566052.750000 Penalty: 4244.171875
	Iteration 48Q: 3 clusters Score -566052.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -566055.875000 Penalty: 4244.171875
	Iteration 49Q: 3 clusters Score -566055.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -566060.625000 Penalty: 4244.171875
	Iteration 50Q: 3 clusters Score -566060.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -566063.375000 Penalty: 4244.171875
	Iteration 51Q: 3 clusters Score -566063.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -566067.062500 Penalty: 4244.171875
	Iteration 52Q: 3 clusters Score -566067.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -566068.875000 Penalty: 4244.171875
	Iteration 53Q: 3 clusters Score -566068.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -566071.687500 Penalty: 4244.171875
	Iteration 54Q: 3 clusters Score -566071.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -566072.437500 Penalty: 4244.171875
	Iteration 55Q: 3 clusters Score -566072.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -566073.312500 Penalty: 4244.171875
	Iteration 56Q: 3 clusters Score -566073.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -566075.500000 Penalty: 4244.171875
	Iteration 57Q: 3 clusters Score -566075.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -566078.687500 Penalty: 4244.171875
	Iteration 58Q: 3 clusters Score -566078.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -566081.562500 Penalty: 4244.171875
	Iteration 59Q: 3 clusters Score -566081.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -566082.437500 Penalty: 4244.171875
	Iteration 60F: 3 clusters Score -566082.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -566083.500000 Penalty: 4244.171875
	Iteration 61Q: 3 clusters Score -566083.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -566085.437500 Penalty: 4244.171875
	Iteration 62Q: 3 clusters Score -566085.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -566086.062500 Penalty: 4244.171875
	Iteration 63Q: 3 clusters Score -566086.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -566087.625000 Penalty: 4244.171875
	Iteration 64Q: 3 clusters Score -566087.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -566089.375000 Penalty: 4244.171875
	Iteration 65Q: 3 clusters Score -566089.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -566092.500000 Penalty: 4244.171875
	Iteration 66Q: 3 clusters Score -566092.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -566096.937500 Penalty: 4244.171875
	Iteration 67Q: 3 clusters Score -566096.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -566100.937500 Penalty: 4244.171875
	Iteration 68Q: 3 clusters Score -566100.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -566104.812500 Penalty: 4244.171875
	Iteration 69Q: 3 clusters Score -566104.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -566108.750000 Penalty: 4244.171875
	Iteration 70Q: 3 clusters Score -566108.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -566115.375000 Penalty: 4244.171875
	Iteration 71Q: 3 clusters Score -566115.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -566121.187500 Penalty: 4244.171875
	Iteration 72Q: 3 clusters Score -566121.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -566129.437500 Penalty: 4244.171875
	Iteration 73Q: 3 clusters Score -566129.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -566140.500000 Penalty: 4244.171875
	Iteration 74Q: 3 clusters Score -566140.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -566148.375000 Penalty: 4244.171875
	Iteration 75Q: 3 clusters Score -566148.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -566160.937500 Penalty: 4244.171875
	Iteration 76Q: 3 clusters Score -566160.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -566177.812500 Penalty: 4244.171875
	Iteration 77Q: 3 clusters Score -566177.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -566196.312500 Penalty: 4244.171875
	Iteration 78Q: 3 clusters Score -566196.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -566211.125000 Penalty: 4244.171875
	Iteration 79Q: 3 clusters Score -566211.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -566230.687500 Penalty: 4244.171875
	Iteration 80F: 3 clusters Score -566230.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -566253.937500 Penalty: 4244.171875
	Iteration 81Q: 3 clusters Score -566253.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -566289.000000 Penalty: 4244.171875
	Iteration 82Q: 3 clusters Score -566289 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -566316.000000 Penalty: 4244.171875
	Iteration 83Q: 3 clusters Score -566316 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -566346.312500 Penalty: 4244.171875
	Iteration 84Q: 3 clusters Score -566346.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -566378.750000 Penalty: 4244.171875
	Iteration 85Q: 3 clusters Score -566378.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -566412.062500 Penalty: 4244.171875
	Iteration 86Q: 3 clusters Score -566412.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -566439.312500 Penalty: 4244.171875
	Iteration 87Q: 3 clusters Score -566439.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -566462.562500 Penalty: 4244.171875
	Iteration 88Q: 3 clusters Score -566462.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -566484.437500 Penalty: 4244.171875
	Iteration 89Q: 3 clusters Score -566484.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -566503.312500 Penalty: 4244.171875
	Iteration 90Q: 3 clusters Score -566503.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -566524.312500 Penalty: 4244.171875
	Iteration 91Q: 3 clusters Score -566524.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -566540.625000 Penalty: 4244.171875
	Iteration 92Q: 3 clusters Score -566540.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -566557.125000 Penalty: 4244.171875
	Iteration 93Q: 3 clusters Score -566557.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -566578.625000 Penalty: 4244.171875
	Iteration 94Q: 3 clusters Score -566578.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -566603.250000 Penalty: 4244.171875
	Iteration 95Q: 3 clusters Score -566603.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -566621.812500 Penalty: 4244.171875
	Iteration 96Q: 3 clusters Score -566621.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -566639.250000 Penalty: 4244.171875
	Iteration 97Q: 3 clusters Score -566639.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -566657.937500 Penalty: 4244.171875
	Iteration 98Q: 3 clusters Score -566657.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -566675.250000 Penalty: 4244.171875
	Iteration 99Q: 3 clusters Score -566675.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -566691.312500 Penalty: 4244.171875
	Iteration 100F: 3 clusters Score -566691.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -566701.437500 Penalty: 4244.171875
	Iteration 101Q: 3 clusters Score -566701.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -566712.625000 Penalty: 4244.171875
	Iteration 102Q: 3 clusters Score -566712.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -566720.875000 Penalty: 4244.171875
	Iteration 103Q: 3 clusters Score -566720.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -566733.250000 Penalty: 4244.171875
	Iteration 104Q: 3 clusters Score -566733.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -566739.375000 Penalty: 4244.171875
	Iteration 105Q: 3 clusters Score -566739.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -566746.500000 Penalty: 4244.171875
	Iteration 106Q: 3 clusters Score -566746.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -566754.562500 Penalty: 4244.171875
	Iteration 107Q: 3 clusters Score -566754.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -566758.312500 Penalty: 4244.171875
	Iteration 108Q: 3 clusters Score -566758.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -566763.750000 Penalty: 4244.171875
	Iteration 109Q: 3 clusters Score -566763.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -566768.875000 Penalty: 4244.171875
	Iteration 110Q: 3 clusters Score -566768.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -566777.562500 Penalty: 4244.171875
	Iteration 111Q: 3 clusters Score -566777.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -566785.812500 Penalty: 4244.171875
	Iteration 112Q: 3 clusters Score -566785.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -566793.687500 Penalty: 4244.171875
	Iteration 113Q: 3 clusters Score -566793.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -566802.250000 Penalty: 4244.171875
	Iteration 114Q: 3 clusters Score -566802.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -566807.125000 Penalty: 4244.171875
	Iteration 115Q: 3 clusters Score -566807.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -566811.250000 Penalty: 4244.171875
	Iteration 116Q: 3 clusters Score -566811.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -566815.812500 Penalty: 4244.171875
	Iteration 117Q: 3 clusters Score -566815.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -566815.875000 Penalty: 4244.171875
	Iteration 118Q: 3 clusters Score -566815.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -566818.437500 Penalty: 4244.171875
	Iteration 119Q: 3 clusters Score -566818.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -566818.937500 Penalty: 4244.171875
	Iteration 120F: 3 clusters Score -566818.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Entering Unmasked Estep 
Score: -731500.625000 Penalty: 2193.895508
	Iteration 0F: 2 clusters Score -731500.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -725747.375000 Penalty: 4387.791016
	Iteration 0F: 3 clusters Score -725747.4 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -727423.875000 Penalty: 4387.791016
	Iteration 1F: 3 clusters Score -727423.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -727817.375000 Penalty: 4387.791016
	Iteration 2F: 3 clusters Score -727817.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -728134.125000 Penalty: 4387.791016
	Iteration 3F: 3 clusters Score -728134.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -728425.312500 Penalty: 4387.791016
	Iteration 4F: 3 clusters Score -728425.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -728660.250000 Penalty: 4387.791016
	Iteration 5F: 3 clusters Score -728660.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -728864.062500 Penalty: 4387.791016
	Iteration 6Q: 3 clusters Score -728864.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -729020.125000 Penalty: 4387.791016
	Iteration 7Q: 3 clusters Score -729020.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -729133.562500 Penalty: 4387.791016
	Iteration 8Q: 3 clusters Score -729133.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -729213.812500 Penalty: 4387.791016
	Iteration 9Q: 3 clusters Score -729213.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -729266.500000 Penalty: 4387.791016
	Iteration 10Q: 3 clusters Score -729266.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -729313.062500 Penalty: 4387.791016
	Iteration 11Q: 3 clusters Score -729313.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -729352.062500 Penalty: 4387.791016
	Iteration 12Q: 3 clusters Score -729352.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -729393.375000 Penalty: 4387.791016
	Iteration 13Q: 3 clusters Score -729393.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -729423.687500 Penalty: 4387.791016
	Iteration 14Q: 3 clusters Score -729423.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -729448.187500 Penalty: 4387.791016
	Iteration 15Q: 3 clusters Score -729448.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -729471.562500 Penalty: 4387.791016
	Iteration 16Q: 3 clusters Score -729471.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -729489.437500 Penalty: 4387.791016
	Iteration 17Q: 3 clusters Score -729489.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -729511.562500 Penalty: 4387.791016
	Iteration 18Q: 3 clusters Score -729511.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -729530.687500 Penalty: 4387.791016
	Iteration 19Q: 3 clusters Score -729530.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -729543.687500 Penalty: 4387.791016
	Iteration 20F: 3 clusters Score -729543.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -729560.312500 Penalty: 4387.791016
	Iteration 21Q: 3 clusters Score -729560.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -729579.000000 Penalty: 4387.791016
	Iteration 22Q: 3 clusters Score -729579 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -729589.375000 Penalty: 4387.791016
	Iteration 23Q: 3 clusters Score -729589.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -729597.250000 Penalty: 4387.791016
	Iteration 24Q: 3 clusters Score -729597.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -729609.562500 Penalty: 4387.791016
	Iteration 25Q: 3 clusters Score -729609.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -729621.000000 Penalty: 4387.791016
	Iteration 26Q: 3 clusters Score -729621 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -729629.562500 Penalty: 4387.791016
	Iteration 27Q: 3 clusters Score -729629.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -729636.312500 Penalty: 4387.791016
	Iteration 28Q: 3 clusters Score -729636.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -729649.875000 Penalty: 4387.791016
	Iteration 29Q: 3 clusters Score -729649.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -729666.875000 Penalty: 4387.791016
	Iteration 30Q: 3 clusters Score -729666.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -729684.812500 Penalty: 4387.791016
	Iteration 31Q: 3 clusters Score -729684.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -729696.375000 Penalty: 4387.791016
	Iteration 32Q: 3 clusters Score -729696.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -729705.625000 Penalty: 4387.791016
	Iteration 33Q: 3 clusters Score -729705.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -729718.875000 Penalty: 4387.791016
	Iteration 34Q: 3 clusters Score -729718.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -729729.937500 Penalty: 4387.791016
	Iteration 35Q: 3 clusters Score -729729.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -729741.937500 Penalty: 4387.791016
	Iteration 36Q: 3 clusters Score -729741.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -729761.437500 Penalty: 4387.791016
	Iteration 37Q: 3 clusters Score -729761.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -729793.187500 Penalty: 4387.791016
	Iteration 38Q: 3 clusters Score -729793.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -729844.750000 Penalty: 4387.791016
	Iteration 39Q: 3 clusters Score -729844.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -729915.375000 Penalty: 4387.791016
	Iteration 40F: 3 clusters Score -729915.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -730024.062500 Penalty: 4387.791016
	Iteration 41Q: 3 clusters Score -730024.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -730222.125000 Penalty: 4387.791016
	Iteration 42Q: 3 clusters Score -730222.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -730559.500000 Penalty: 4387.791016
	Iteration 43Q: 3 clusters Score -730559.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -730892.187500 Penalty: 4387.791016
	Iteration 44Q: 3 clusters Score -730892.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -731175.812500 Penalty: 4387.791016
	Iteration 45Q: 3 clusters Score -731175.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -731325.375000 Penalty: 4387.791016
	Iteration 46Q: 3 clusters Score -731325.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -731393.437500 Penalty: 4387.791016
	Iteration 47Q: 3 clusters Score -731393.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -731437.250000 Penalty: 4387.791016
	Iteration 48Q: 3 clusters Score -731437.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -731472.437500 Penalty: 4387.791016
	Iteration 49Q: 3 clusters Score -731472.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -731505.687500 Penalty: 4387.791016
	Iteration 50Q: 3 clusters Score -731505.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -731543.812500 Penalty: 4387.791016
	Iteration 51Q: 3 clusters Score -731543.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -731577.625000 Penalty: 4387.791016
	Iteration 52Q: 3 clusters Score -731577.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -731605.187500 Penalty: 4387.791016
	Iteration 53Q: 3 clusters Score -731605.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -731622.562500 Penalty: 4387.791016
	Iteration 54Q: 3 clusters Score -731622.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -731635.562500 Penalty: 4387.791016
	Iteration 55Q: 3 clusters Score -731635.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -731646.687500 Penalty: 4387.791016
	Iteration 56Q: 3 clusters Score -731646.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -731654.250000 Penalty: 4387.791016
	Iteration 57Q: 3 clusters Score -731654.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -731656.000000 Penalty: 4387.791016
	Iteration 58Q: 3 clusters Score -731656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -731659.937500 Penalty: 4387.791016
	Iteration 59Q: 3 clusters Score -731659.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -731660.562500 Penalty: 4387.791016
	Iteration 60F: 3 clusters Score -731660.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -731661.000000 Penalty: 4387.791016
	Iteration 61Q: 3 clusters Score -731661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -731662.500000 Penalty: 4387.791016
	Iteration 62Q: 3 clusters Score -731662.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -731662.125000 Penalty: 4387.791016
	Iteration 63Q: 3 clusters Score -731662.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -731662.125000 Penalty: 4387.791016
	Iteration 64F: 3 clusters Score -731662.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 20749 members 
Mstep: Class 3 contains 18906 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34681 members 
Mstep: Class 9 contains 7134 members 
Mstep: Class 10 contains 11182 members 
Mstep: Class 11 contains 31934 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19044 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7652 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10640 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9348 members 
Mstep: Class 26 contains 6115 members 
Mstep: Class 27 contains 8832 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 4114 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4367 members 
Mstep: Class 34 contains 2515 members 
Mstep: Class 35 contains 5330 members 
Mstep: Class 36 contains 8480 members 
Mstep: Class 37 contains 7462 members 
Mstep: Class 38 contains 26846 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11071 members 
Mstep: Class 44 contains 5509 members 
Mstep: Class 45 contains 25470 members 
Mstep: Class 46 contains 16613 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13646 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5027 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28362 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Mstep: Class 58 contains 2835 members 
Entering Unmasked Estep 
Score: -64773812.000000 Penalty: 192486.265625
Splitting cluster 30 changes total score from -64774824.000000 to -64773812.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -38100.781250 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -38100.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -36636.761719 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -36636.76 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -36813.222656 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -36813.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -36922.691406 Penalty: 3025.758301
	Iteration 2F: 3 clusters Score -36922.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -36971.230469 Penalty: 3025.758301
	Iteration 3Q: 3 clusters Score -36971.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -37004.554688 Penalty: 3025.758301
	Iteration 4Q: 3 clusters Score -37004.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37033.277344 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -37033.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37041.136719 Penalty: 3025.758301
	Iteration 6Q: 3 clusters Score -37041.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37041.136719 Penalty: 3025.758301
	Iteration 7F: 3 clusters Score -37041.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -10087.809570 Penalty: 1195.429810
	Iteration 0F: 2 clusters Score -10087.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9209.045898 Penalty: 2390.859619
	Iteration 0F: 3 clusters Score -9209.046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9228.408203 Penalty: 2390.859619
	Iteration 1Q: 3 clusters Score -9228.408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9239.305664 Penalty: 2390.859619
	Iteration 2Q: 3 clusters Score -9239.306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9239.305664 Penalty: 2390.859619
	Iteration 3F: 3 clusters Score -9239.306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Entering Unmasked Estep 
Score: -420385.593750 Penalty: 2078.694092
	Iteration 0F: 2 clusters Score -420385.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -416288.218750 Penalty: 4157.388184
	Iteration 0F: 3 clusters Score -416288.2 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -417349.406250 Penalty: 4157.388184
	Iteration 1F: 3 clusters Score -417349.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -417612.250000 Penalty: 4157.388184
	Iteration 2F: 3 clusters Score -417612.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -417795.062500 Penalty: 4157.388184
	Iteration 3F: 3 clusters Score -417795.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -417956.437500 Penalty: 4157.388184
	Iteration 4Q: 3 clusters Score -417956.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -418108.906250 Penalty: 4157.388184
	Iteration 5Q: 3 clusters Score -418108.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -418233.906250 Penalty: 4157.388184
	Iteration 6Q: 3 clusters Score -418233.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -418332.500000 Penalty: 4157.388184
	Iteration 7Q: 3 clusters Score -418332.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -418422.937500 Penalty: 4157.388184
	Iteration 8Q: 3 clusters Score -418422.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -418501.750000 Penalty: 4157.388184
	Iteration 9Q: 3 clusters Score -418501.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -418570.500000 Penalty: 4157.388184
	Iteration 10Q: 3 clusters Score -418570.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -418626.843750 Penalty: 4157.388184
	Iteration 11Q: 3 clusters Score -418626.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -418679.312500 Penalty: 4157.388184
	Iteration 12Q: 3 clusters Score -418679.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -418749.312500 Penalty: 4157.388184
	Iteration 13Q: 3 clusters Score -418749.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -418826.687500 Penalty: 4157.388184
	Iteration 14Q: 3 clusters Score -418826.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -418891.250000 Penalty: 4157.388184
	Iteration 15Q: 3 clusters Score -418891.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -418934.437500 Penalty: 4157.388184
	Iteration 16Q: 3 clusters Score -418934.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -418965.156250 Penalty: 4157.388184
	Iteration 17Q: 3 clusters Score -418965.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -418986.781250 Penalty: 4157.388184
	Iteration 18Q: 3 clusters Score -418986.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -419001.093750 Penalty: 4157.388184
	Iteration 19Q: 3 clusters Score -419001.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -419016.531250 Penalty: 4157.388184
	Iteration 20F: 3 clusters Score -419016.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -419025.937500 Penalty: 4157.388184
	Iteration 21Q: 3 clusters Score -419025.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -419035.562500 Penalty: 4157.388184
	Iteration 22Q: 3 clusters Score -419035.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -419040.968750 Penalty: 4157.388184
	Iteration 23Q: 3 clusters Score -419041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -419043.750000 Penalty: 4157.388184
	Iteration 24Q: 3 clusters Score -419043.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -419046.312500 Penalty: 4157.388184
	Iteration 25Q: 3 clusters Score -419046.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -419049.562500 Penalty: 4157.388184
	Iteration 26Q: 3 clusters Score -419049.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -419052.406250 Penalty: 4157.388184
	Iteration 27Q: 3 clusters Score -419052.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -419056.156250 Penalty: 4157.388184
	Iteration 28Q: 3 clusters Score -419056.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -419057.687500 Penalty: 4157.388184
	Iteration 29Q: 3 clusters Score -419057.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -419062.281250 Penalty: 4157.388184
	Iteration 30Q: 3 clusters Score -419062.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -419064.875000 Penalty: 4157.388184
	Iteration 31Q: 3 clusters Score -419064.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -419065.750000 Penalty: 4157.388184
	Iteration 32Q: 3 clusters Score -419065.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -419067.031250 Penalty: 4157.388184
	Iteration 33Q: 3 clusters Score -419067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -419067.031250 Penalty: 4157.388184
	Iteration 34F: 3 clusters Score -419067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Entering Unmasked Estep 
Score: -240908.593750 Penalty: 1941.846924
	Iteration 0F: 2 clusters Score -240908.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -238003.484375 Penalty: 3883.693848
	Iteration 0F: 3 clusters Score -238003.5 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -238841.406250 Penalty: 3883.693848
	Iteration 1F: 3 clusters Score -238841.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -239365.359375 Penalty: 3883.693848
	Iteration 2F: 3 clusters Score -239365.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -239787.765625 Penalty: 3883.693848
	Iteration 3F: 3 clusters Score -239787.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -240025.296875 Penalty: 3883.693848
	Iteration 4F: 3 clusters Score -240025.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -240150.218750 Penalty: 3883.693848
	Iteration 5Q: 3 clusters Score -240150.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -240213.828125 Penalty: 3883.693848
	Iteration 6Q: 3 clusters Score -240213.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -240243.453125 Penalty: 3883.693848
	Iteration 7Q: 3 clusters Score -240243.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -240260.390625 Penalty: 3883.693848
	Iteration 8Q: 3 clusters Score -240260.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -240275.265625 Penalty: 3883.693848
	Iteration 9Q: 3 clusters Score -240275.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -240281.125000 Penalty: 3883.693848
	Iteration 10Q: 3 clusters Score -240281.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -240282.281250 Penalty: 3883.693848
	Iteration 11Q: 3 clusters Score -240282.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -240282.843750 Penalty: 3883.693848
	Iteration 12Q: 3 clusters Score -240282.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -240282.843750 Penalty: 3883.693848
	Iteration 13F: 3 clusters Score -240282.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Entering Unmasked Estep 
Score: -340071.531250 Penalty: 2128.114258
	Iteration 0F: 2 clusters Score -340071.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -335431.062500 Penalty: 4256.228516
	Iteration 0F: 3 clusters Score -335431.1 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -336979.125000 Penalty: 4256.228516
	Iteration 1F: 3 clusters Score -336979.1 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -337579.843750 Penalty: 4256.228516
	Iteration 2F: 3 clusters Score -337579.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -338096.437500 Penalty: 4256.228516
	Iteration 3F: 3 clusters Score -338096.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -338517.343750 Penalty: 4256.228516
	Iteration 4F: 3 clusters Score -338517.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -338785.812500 Penalty: 4256.228516
	Iteration 5F: 3 clusters Score -338785.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -338930.156250 Penalty: 4256.228516
	Iteration 6Q: 3 clusters Score -338930.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -339019.187500 Penalty: 4256.228516
	Iteration 7Q: 3 clusters Score -339019.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -339089.468750 Penalty: 4256.228516
	Iteration 8Q: 3 clusters Score -339089.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -339142.250000 Penalty: 4256.228516
	Iteration 9Q: 3 clusters Score -339142.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -339174.843750 Penalty: 4256.228516
	Iteration 10Q: 3 clusters Score -339174.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -339199.875000 Penalty: 4256.228516
	Iteration 11Q: 3 clusters Score -339199.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -339226.093750 Penalty: 4256.228516
	Iteration 12Q: 3 clusters Score -339226.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -339244.625000 Penalty: 4256.228516
	Iteration 13Q: 3 clusters Score -339244.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -339262.437500 Penalty: 4256.228516
	Iteration 14Q: 3 clusters Score -339262.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -339277.562500 Penalty: 4256.228516
	Iteration 15Q: 3 clusters Score -339277.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -339286.718750 Penalty: 4256.228516
	Iteration 16Q: 3 clusters Score -339286.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -339295.125000 Penalty: 4256.228516
	Iteration 17Q: 3 clusters Score -339295.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -339299.187500 Penalty: 4256.228516
	Iteration 18Q: 3 clusters Score -339299.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -339302.750000 Penalty: 4256.228516
	Iteration 19Q: 3 clusters Score -339302.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -339306.031250 Penalty: 4256.228516
	Iteration 20F: 3 clusters Score -339306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -339309.437500 Penalty: 4256.228516
	Iteration 21Q: 3 clusters Score -339309.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -339310.906250 Penalty: 4256.228516
	Iteration 22Q: 3 clusters Score -339310.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -339311.968750 Penalty: 4256.228516
	Iteration 23Q: 3 clusters Score -339312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -339313.843750 Penalty: 4256.228516
	Iteration 24Q: 3 clusters Score -339313.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -339316.812500 Penalty: 4256.228516
	Iteration 25Q: 3 clusters Score -339316.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -339320.343750 Penalty: 4256.228516
	Iteration 26Q: 3 clusters Score -339320.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -339322.812500 Penalty: 4256.228516
	Iteration 27Q: 3 clusters Score -339322.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -339323.812500 Penalty: 4256.228516
	Iteration 28Q: 3 clusters Score -339323.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -339326.125000 Penalty: 4256.228516
	Iteration 29Q: 3 clusters Score -339326.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -339329.187500 Penalty: 4256.228516
	Iteration 30Q: 3 clusters Score -339329.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -339331.093750 Penalty: 4256.228516
	Iteration 31Q: 3 clusters Score -339331.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -339336.562500 Penalty: 4256.228516
	Iteration 32Q: 3 clusters Score -339336.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -339341.718750 Penalty: 4256.228516
	Iteration 33Q: 3 clusters Score -339341.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -339343.562500 Penalty: 4256.228516
	Iteration 34Q: 3 clusters Score -339343.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -339347.500000 Penalty: 4256.228516
	Iteration 35Q: 3 clusters Score -339347.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -339350.625000 Penalty: 4256.228516
	Iteration 36Q: 3 clusters Score -339350.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -339354.718750 Penalty: 4256.228516
	Iteration 37Q: 3 clusters Score -339354.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -339357.718750 Penalty: 4256.228516
	Iteration 38Q: 3 clusters Score -339357.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -339360.187500 Penalty: 4256.228516
	Iteration 39Q: 3 clusters Score -339360.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -339361.937500 Penalty: 4256.228516
	Iteration 40F: 3 clusters Score -339361.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -339362.281250 Penalty: 4256.228516
	Iteration 41Q: 3 clusters Score -339362.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -339364.656250 Penalty: 4256.228516
	Iteration 42Q: 3 clusters Score -339364.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -339367.125000 Penalty: 4256.228516
	Iteration 43Q: 3 clusters Score -339367.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -339368.718750 Penalty: 4256.228516
	Iteration 44Q: 3 clusters Score -339368.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -339370.250000 Penalty: 4256.228516
	Iteration 45Q: 3 clusters Score -339370.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -339370.843750 Penalty: 4256.228516
	Iteration 46Q: 3 clusters Score -339370.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -339373.156250 Penalty: 4256.228516
	Iteration 47Q: 3 clusters Score -339373.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -339374.000000 Penalty: 4256.228516
	Iteration 48Q: 3 clusters Score -339374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -339375.031250 Penalty: 4256.228516
	Iteration 49Q: 3 clusters Score -339375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -339374.250000 Penalty: 4256.228516
	Iteration 50Q: 3 clusters Score -339374.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -339374.625000 Penalty: 4256.228516
	Iteration 51Q: 3 clusters Score -339374.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -339374.625000 Penalty: 4256.228516
	Iteration 52F: 3 clusters Score -339374.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (8480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Entering Unmasked Estep 
Score: -918043.562500 Penalty: 2243.275391
	Iteration 0F: 2 clusters Score -918043.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -911323.750000 Penalty: 4486.550781
	Iteration 0F: 3 clusters Score -911323.8 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -913272.875000 Penalty: 4486.550781
	Iteration 1F: 3 clusters Score -913272.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -913550.812500 Penalty: 4486.550781
	Iteration 2F: 3 clusters Score -913550.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -913771.375000 Penalty: 4486.550781
	Iteration 3F: 3 clusters Score -913771.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -914017.437500 Penalty: 4486.550781
	Iteration 4Q: 3 clusters Score -914017.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -914318.312500 Penalty: 4486.550781
	Iteration 5F: 3 clusters Score -914318.3 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -914667.937500 Penalty: 4486.550781
	Iteration 6F: 3 clusters Score -914667.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -915004.187500 Penalty: 4486.550781
	Iteration 7F: 3 clusters Score -915004.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -915324.062500 Penalty: 4486.550781
	Iteration 8Q: 3 clusters Score -915324.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -915597.687500 Penalty: 4486.550781
	Iteration 9Q: 3 clusters Score -915597.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -915779.250000 Penalty: 4486.550781
	Iteration 10Q: 3 clusters Score -915779.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -915920.750000 Penalty: 4486.550781
	Iteration 11Q: 3 clusters Score -915920.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -916024.812500 Penalty: 4486.550781
	Iteration 12Q: 3 clusters Score -916024.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -916088.687500 Penalty: 4486.550781
	Iteration 13Q: 3 clusters Score -916088.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -916150.562500 Penalty: 4486.550781
	Iteration 14Q: 3 clusters Score -916150.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -916211.187500 Penalty: 4486.550781
	Iteration 15Q: 3 clusters Score -916211.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -916265.000000 Penalty: 4486.550781
	Iteration 16Q: 3 clusters Score -916265 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -916312.125000 Penalty: 4486.550781
	Iteration 17Q: 3 clusters Score -916312.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -916353.750000 Penalty: 4486.550781
	Iteration 18Q: 3 clusters Score -916353.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -916387.437500 Penalty: 4486.550781
	Iteration 19Q: 3 clusters Score -916387.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -916426.062500 Penalty: 4486.550781
	Iteration 20F: 3 clusters Score -916426.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -916463.937500 Penalty: 4486.550781
	Iteration 21Q: 3 clusters Score -916463.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -916492.187500 Penalty: 4486.550781
	Iteration 22Q: 3 clusters Score -916492.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -916515.625000 Penalty: 4486.550781
	Iteration 23Q: 3 clusters Score -916515.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -916544.250000 Penalty: 4486.550781
	Iteration 24Q: 3 clusters Score -916544.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -916562.812500 Penalty: 4486.550781
	Iteration 25Q: 3 clusters Score -916562.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -916583.500000 Penalty: 4486.550781
	Iteration 26Q: 3 clusters Score -916583.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -916600.687500 Penalty: 4486.550781
	Iteration 27Q: 3 clusters Score -916600.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -916619.000000 Penalty: 4486.550781
	Iteration 28Q: 3 clusters Score -916619 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -916630.937500 Penalty: 4486.550781
	Iteration 29Q: 3 clusters Score -916630.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -916638.562500 Penalty: 4486.550781
	Iteration 30Q: 3 clusters Score -916638.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -916644.062500 Penalty: 4486.550781
	Iteration 31Q: 3 clusters Score -916644.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -916652.312500 Penalty: 4486.550781
	Iteration 32Q: 3 clusters Score -916652.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -916653.312500 Penalty: 4486.550781
	Iteration 33Q: 3 clusters Score -916653.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -916656.687500 Penalty: 4486.550781
	Iteration 34Q: 3 clusters Score -916656.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -916658.937500 Penalty: 4486.550781
	Iteration 35Q: 3 clusters Score -916658.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -916661.062500 Penalty: 4486.550781
	Iteration 36Q: 3 clusters Score -916661.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -916662.625000 Penalty: 4486.550781
	Iteration 37Q: 3 clusters Score -916662.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -916663.250000 Penalty: 4486.550781
	Iteration 38Q: 3 clusters Score -916663.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -916662.250000 Penalty: 4486.550781
	Iteration 39Q: 3 clusters Score -916662.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -916662.250000 Penalty: 4486.550781
	Iteration 40F: 3 clusters Score -916662.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Entering Unmasked Estep 
Score: -799614.375000 Penalty: 2211.559570
	Iteration 0F: 2 clusters Score -799614.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -793521.312500 Penalty: 4423.119141
	Iteration 0F: 3 clusters Score -793521.3 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -795142.750000 Penalty: 4423.119141
	Iteration 1F: 3 clusters Score -795142.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -795412.812500 Penalty: 4423.119141
	Iteration 2F: 3 clusters Score -795412.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -795629.937500 Penalty: 4423.119141
	Iteration 3F: 3 clusters Score -795629.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -795829.312500 Penalty: 4423.119141
	Iteration 4Q: 3 clusters Score -795829.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -796028.000000 Penalty: 4423.119141
	Iteration 5Q: 3 clusters Score -796028 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -796215.562500 Penalty: 4423.119141
	Iteration 6Q: 3 clusters Score -796215.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -796409.125000 Penalty: 4423.119141
	Iteration 7Q: 3 clusters Score -796409.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -796608.437500 Penalty: 4423.119141
	Iteration 8Q: 3 clusters Score -796608.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -796806.687500 Penalty: 4423.119141
	Iteration 9Q: 3 clusters Score -796806.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -796988.062500 Penalty: 4423.119141
	Iteration 10Q: 3 clusters Score -796988.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -797159.562500 Penalty: 4423.119141
	Iteration 11Q: 3 clusters Score -797159.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -797300.187500 Penalty: 4423.119141
	Iteration 12Q: 3 clusters Score -797300.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -797422.125000 Penalty: 4423.119141
	Iteration 13Q: 3 clusters Score -797422.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -797524.187500 Penalty: 4423.119141
	Iteration 14Q: 3 clusters Score -797524.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -797584.375000 Penalty: 4423.119141
	Iteration 15Q: 3 clusters Score -797584.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -797636.500000 Penalty: 4423.119141
	Iteration 16Q: 3 clusters Score -797636.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -797686.187500 Penalty: 4423.119141
	Iteration 17Q: 3 clusters Score -797686.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -797713.687500 Penalty: 4423.119141
	Iteration 18Q: 3 clusters Score -797713.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -797745.125000 Penalty: 4423.119141
	Iteration 19Q: 3 clusters Score -797745.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -797783.125000 Penalty: 4423.119141
	Iteration 20F: 3 clusters Score -797783.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -797805.375000 Penalty: 4423.119141
	Iteration 21Q: 3 clusters Score -797805.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -797829.000000 Penalty: 4423.119141
	Iteration 22Q: 3 clusters Score -797829 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -797845.937500 Penalty: 4423.119141
	Iteration 23Q: 3 clusters Score -797845.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -797853.750000 Penalty: 4423.119141
	Iteration 24Q: 3 clusters Score -797853.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -797857.375000 Penalty: 4423.119141
	Iteration 25Q: 3 clusters Score -797857.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -797860.437500 Penalty: 4423.119141
	Iteration 26Q: 3 clusters Score -797860.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -797862.000000 Penalty: 4423.119141
	Iteration 27Q: 3 clusters Score -797862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -797864.937500 Penalty: 4423.119141
	Iteration 28Q: 3 clusters Score -797864.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -797867.437500 Penalty: 4423.119141
	Iteration 29Q: 3 clusters Score -797867.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -797868.062500 Penalty: 4423.119141
	Iteration 30Q: 3 clusters Score -797868.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -797870.062500 Penalty: 4423.119141
	Iteration 31Q: 3 clusters Score -797870.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -797875.625000 Penalty: 4423.119141
	Iteration 32Q: 3 clusters Score -797875.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -797886.437500 Penalty: 4423.119141
	Iteration 33Q: 3 clusters Score -797886.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -797890.062500 Penalty: 4423.119141
	Iteration 34Q: 3 clusters Score -797890.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -797896.187500 Penalty: 4423.119141
	Iteration 35Q: 3 clusters Score -797896.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -797901.750000 Penalty: 4423.119141
	Iteration 36Q: 3 clusters Score -797901.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -797907.062500 Penalty: 4423.119141
	Iteration 37Q: 3 clusters Score -797907.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -797913.062500 Penalty: 4423.119141
	Iteration 38Q: 3 clusters Score -797913.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -797918.375000 Penalty: 4423.119141
	Iteration 39Q: 3 clusters Score -797918.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -797920.937500 Penalty: 4423.119141
	Iteration 40F: 3 clusters Score -797920.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -797921.375000 Penalty: 4423.119141
	Iteration 41Q: 3 clusters Score -797921.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -797925.625000 Penalty: 4423.119141
	Iteration 42Q: 3 clusters Score -797925.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -797925.312500 Penalty: 4423.119141
	Iteration 43Q: 3 clusters Score -797925.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -797927.937500 Penalty: 4423.119141
	Iteration 44Q: 3 clusters Score -797927.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -797930.625000 Penalty: 4423.119141
	Iteration 45Q: 3 clusters Score -797930.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -797930.875000 Penalty: 4423.119141
	Iteration 46Q: 3 clusters Score -797930.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -797932.125000 Penalty: 4423.119141
	Iteration 47Q: 3 clusters Score -797932.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -797933.312500 Penalty: 4423.119141
	Iteration 48Q: 3 clusters Score -797933.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -797936.250000 Penalty: 4423.119141
	Iteration 49Q: 3 clusters Score -797936.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -797936.312500 Penalty: 4423.119141
	Iteration 50Q: 3 clusters Score -797936.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -797937.187500 Penalty: 4423.119141
	Iteration 51Q: 3 clusters Score -797937.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -797937.187500 Penalty: 4423.119141
	Iteration 52F: 3 clusters Score -797937.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (26846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Entering Unmasked Estep 
Score: -2947868.750000 Penalty: 2529.072266
	Iteration 0F: 2 clusters Score -2947869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2929375.250000 Penalty: 5058.144531
	Iteration 0F: 3 clusters Score -2929375 nChanged 11999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2935897.000000 Penalty: 5058.144531
	Iteration 1F: 3 clusters Score -2935897 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2936375.250000 Penalty: 5058.144531
	Iteration 2F: 3 clusters Score -2936375 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -2936803.000000 Penalty: 5058.144531
	Iteration 3Q: 3 clusters Score -2936803 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -2937212.000000 Penalty: 5058.144531
	Iteration 4Q: 3 clusters Score -2937212 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2937654.250000 Penalty: 5058.144531
	Iteration 5Q: 3 clusters Score -2937654 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2938121.000000 Penalty: 5058.144531
	Iteration 6Q: 3 clusters Score -2938121 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -2938566.000000 Penalty: 5058.144531
	Iteration 7Q: 3 clusters Score -2938566 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2939047.250000 Penalty: 5058.144531
	Iteration 8Q: 3 clusters Score -2939047 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2939446.500000 Penalty: 5058.144531
	Iteration 9Q: 3 clusters Score -2939446 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2939833.500000 Penalty: 5058.144531
	Iteration 10Q: 3 clusters Score -2939834 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2940213.500000 Penalty: 5058.144531
	Iteration 11Q: 3 clusters Score -2940214 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2940522.500000 Penalty: 5058.144531
	Iteration 12Q: 3 clusters Score -2940522 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2940849.000000 Penalty: 5058.144531
	Iteration 13Q: 3 clusters Score -2940849 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2941202.750000 Penalty: 5058.144531
	Iteration 14Q: 3 clusters Score -2941203 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2941578.000000 Penalty: 5058.144531
	Iteration 15Q: 3 clusters Score -2941578 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2941974.250000 Penalty: 5058.144531
	Iteration 16Q: 3 clusters Score -2941974 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2942341.750000 Penalty: 5058.144531
	Iteration 17Q: 3 clusters Score -2942342 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2942687.500000 Penalty: 5058.144531
	Iteration 18Q: 3 clusters Score -2942688 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2943035.750000 Penalty: 5058.144531
	Iteration 19Q: 3 clusters Score -2943036 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2943417.500000 Penalty: 5058.144531
	Iteration 20F: 3 clusters Score -2943418 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2943773.000000 Penalty: 5058.144531
	Iteration 21Q: 3 clusters Score -2943773 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2944120.000000 Penalty: 5058.144531
	Iteration 22Q: 3 clusters Score -2944120 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2944432.750000 Penalty: 5058.144531
	Iteration 23Q: 3 clusters Score -2944433 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2944682.000000 Penalty: 5058.144531
	Iteration 24Q: 3 clusters Score -2944682 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2944904.500000 Penalty: 5058.144531
	Iteration 25Q: 3 clusters Score -2944904 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2945068.250000 Penalty: 5058.144531
	Iteration 26Q: 3 clusters Score -2945068 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2945199.250000 Penalty: 5058.144531
	Iteration 27Q: 3 clusters Score -2945199 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2945293.250000 Penalty: 5058.144531
	Iteration 28Q: 3 clusters Score -2945293 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2945378.500000 Penalty: 5058.144531
	Iteration 29Q: 3 clusters Score -2945378 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2945455.750000 Penalty: 5058.144531
	Iteration 30Q: 3 clusters Score -2945456 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2945511.750000 Penalty: 5058.144531
	Iteration 31Q: 3 clusters Score -2945512 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2945556.250000 Penalty: 5058.144531
	Iteration 32Q: 3 clusters Score -2945556 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2945582.000000 Penalty: 5058.144531
	Iteration 33Q: 3 clusters Score -2945582 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2945616.000000 Penalty: 5058.144531
	Iteration 34Q: 3 clusters Score -2945616 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2945644.750000 Penalty: 5058.144531
	Iteration 35Q: 3 clusters Score -2945645 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2945658.000000 Penalty: 5058.144531
	Iteration 36Q: 3 clusters Score -2945658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2945679.500000 Penalty: 5058.144531
	Iteration 37Q: 3 clusters Score -2945680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2945691.750000 Penalty: 5058.144531
	Iteration 38Q: 3 clusters Score -2945692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2945706.750000 Penalty: 5058.144531
	Iteration 39Q: 3 clusters Score -2945707 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2945714.500000 Penalty: 5058.144531
	Iteration 40F: 3 clusters Score -2945714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2945717.000000 Penalty: 5058.144531
	Iteration 41Q: 3 clusters Score -2945717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2945721.250000 Penalty: 5058.144531
	Iteration 42Q: 3 clusters Score -2945721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2945731.500000 Penalty: 5058.144531
	Iteration 43Q: 3 clusters Score -2945732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2945732.250000 Penalty: 5058.144531
	Iteration 44Q: 3 clusters Score -2945732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2945740.750000 Penalty: 5058.144531
	Iteration 45Q: 3 clusters Score -2945741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2945743.000000 Penalty: 5058.144531
	Iteration 46Q: 3 clusters Score -2945743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2945744.500000 Penalty: 5058.144531
	Iteration 47Q: 3 clusters Score -2945744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2945752.250000 Penalty: 5058.144531
	Iteration 48Q: 3 clusters Score -2945752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2945755.500000 Penalty: 5058.144531
	Iteration 49Q: 3 clusters Score -2945756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2945758.750000 Penalty: 5058.144531
	Iteration 50Q: 3 clusters Score -2945759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2945763.250000 Penalty: 5058.144531
	Iteration 51Q: 3 clusters Score -2945763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2945770.750000 Penalty: 5058.144531
	Iteration 52Q: 3 clusters Score -2945771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2945774.500000 Penalty: 5058.144531
	Iteration 53Q: 3 clusters Score -2945774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2945776.750000 Penalty: 5058.144531
	Iteration 54Q: 3 clusters Score -2945777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2945781.500000 Penalty: 5058.144531
	Iteration 55Q: 3 clusters Score -2945782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2945786.000000 Penalty: 5058.144531
	Iteration 56Q: 3 clusters Score -2945786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2945784.000000 Penalty: 5058.144531
	Iteration 57Q: 3 clusters Score -2945784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2945783.750000 Penalty: 5058.144531
	Iteration 58Q: 3 clusters Score -2945784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2945783.750000 Penalty: 5058.144531
	Iteration 59F: 3 clusters Score -2945784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Entering Unmasked Estep 
Score: -838825.125000 Penalty: 2223.941162
	Iteration 0F: 2 clusters Score -838825.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -832541.062500 Penalty: 4447.882324
	Iteration 0F: 3 clusters Score -832541.1 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -834306.437500 Penalty: 4447.882324
	Iteration 1F: 3 clusters Score -834306.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -834615.750000 Penalty: 4447.882324
	Iteration 2F: 3 clusters Score -834615.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -834891.500000 Penalty: 4447.882324
	Iteration 3F: 3 clusters Score -834891.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -835095.062500 Penalty: 4447.882324
	Iteration 4Q: 3 clusters Score -835095.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -835268.687500 Penalty: 4447.882324
	Iteration 5Q: 3 clusters Score -835268.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -835411.062500 Penalty: 4447.882324
	Iteration 6Q: 3 clusters Score -835411.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -835554.812500 Penalty: 4447.882324
	Iteration 7Q: 3 clusters Score -835554.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -835686.187500 Penalty: 4447.882324
	Iteration 8Q: 3 clusters Score -835686.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -835812.500000 Penalty: 4447.882324
	Iteration 9Q: 3 clusters Score -835812.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -835943.125000 Penalty: 4447.882324
	Iteration 10Q: 3 clusters Score -835943.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -836088.687500 Penalty: 4447.882324
	Iteration 11Q: 3 clusters Score -836088.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -836258.687500 Penalty: 4447.882324
	Iteration 12Q: 3 clusters Score -836258.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -836473.937500 Penalty: 4447.882324
	Iteration 13Q: 3 clusters Score -836473.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -836704.562500 Penalty: 4447.882324
	Iteration 14Q: 3 clusters Score -836704.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -836896.875000 Penalty: 4447.882324
	Iteration 15Q: 3 clusters Score -836896.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -837068.062500 Penalty: 4447.882324
	Iteration 16Q: 3 clusters Score -837068.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -837221.562500 Penalty: 4447.882324
	Iteration 17Q: 3 clusters Score -837221.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -837360.875000 Penalty: 4447.882324
	Iteration 18Q: 3 clusters Score -837360.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -837469.937500 Penalty: 4447.882324
	Iteration 19Q: 3 clusters Score -837469.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -837547.750000 Penalty: 4447.882324
	Iteration 20F: 3 clusters Score -837547.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -837605.625000 Penalty: 4447.882324
	Iteration 21Q: 3 clusters Score -837605.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -837652.500000 Penalty: 4447.882324
	Iteration 22Q: 3 clusters Score -837652.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -837682.062500 Penalty: 4447.882324
	Iteration 23Q: 3 clusters Score -837682.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -837713.250000 Penalty: 4447.882324
	Iteration 24Q: 3 clusters Score -837713.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -837738.812500 Penalty: 4447.882324
	Iteration 25Q: 3 clusters Score -837738.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -837757.062500 Penalty: 4447.882324
	Iteration 26Q: 3 clusters Score -837757.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -837765.750000 Penalty: 4447.882324
	Iteration 27Q: 3 clusters Score -837765.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -837776.562500 Penalty: 4447.882324
	Iteration 28Q: 3 clusters Score -837776.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -837788.875000 Penalty: 4447.882324
	Iteration 29Q: 3 clusters Score -837788.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -837798.812500 Penalty: 4447.882324
	Iteration 30Q: 3 clusters Score -837798.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -837809.500000 Penalty: 4447.882324
	Iteration 31Q: 3 clusters Score -837809.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -837817.000000 Penalty: 4447.882324
	Iteration 32Q: 3 clusters Score -837817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -837827.500000 Penalty: 4447.882324
	Iteration 33Q: 3 clusters Score -837827.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -837838.187500 Penalty: 4447.882324
	Iteration 34Q: 3 clusters Score -837838.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -837845.437500 Penalty: 4447.882324
	Iteration 35Q: 3 clusters Score -837845.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -837847.812500 Penalty: 4447.882324
	Iteration 36Q: 3 clusters Score -837847.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -837850.250000 Penalty: 4447.882324
	Iteration 37Q: 3 clusters Score -837850.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -837856.937500 Penalty: 4447.882324
	Iteration 38Q: 3 clusters Score -837856.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -837865.437500 Penalty: 4447.882324
	Iteration 39Q: 3 clusters Score -837865.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -837875.125000 Penalty: 4447.882324
	Iteration 40F: 3 clusters Score -837875.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -837885.000000 Penalty: 4447.882324
	Iteration 41Q: 3 clusters Score -837885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -837893.250000 Penalty: 4447.882324
	Iteration 42Q: 3 clusters Score -837893.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -837900.250000 Penalty: 4447.882324
	Iteration 43Q: 3 clusters Score -837900.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -837905.687500 Penalty: 4447.882324
	Iteration 44Q: 3 clusters Score -837905.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -837909.187500 Penalty: 4447.882324
	Iteration 45Q: 3 clusters Score -837909.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -837908.500000 Penalty: 4447.882324
	Iteration 46Q: 3 clusters Score -837908.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -837910.062500 Penalty: 4447.882324
	Iteration 47Q: 3 clusters Score -837910.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -837909.437500 Penalty: 4447.882324
	Iteration 48Q: 3 clusters Score -837909.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -837910.937500 Penalty: 4447.882324
	Iteration 49Q: 3 clusters Score -837910.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -837910.937500 Penalty: 4447.882324
	Iteration 50F: 3 clusters Score -837910.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -73739.093750 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -73739.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -71945.382812 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -71945.38 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -72232.515625 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -72232.52 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -72342.476562 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -72342.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -72427.281250 Penalty: 3292.729736
	Iteration 3Q: 3 clusters Score -72427.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -72513.695312 Penalty: 3292.729736
	Iteration 4Q: 3 clusters Score -72513.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -72658.328125 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -72658.33 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -72927.031250 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -72927.03 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -73315.351562 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -73315.35 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -73447.195312 Penalty: 3292.729736
	Iteration 8F: 3 clusters Score -73447.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -73537.187500 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -73537.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -73589.671875 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -73589.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -73624.335938 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -73624.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -73657.023438 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -73657.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -73667.968750 Penalty: 3292.729736
	Iteration 13Q: 3 clusters Score -73667.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -73676.289062 Penalty: 3292.729736
	Iteration 14Q: 3 clusters Score -73676.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -73685.320312 Penalty: 3292.729736
	Iteration 15Q: 3 clusters Score -73685.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -73690.320312 Penalty: 3292.729736
	Iteration 16Q: 3 clusters Score -73690.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -73692.148438 Penalty: 3292.729736
	Iteration 17Q: 3 clusters Score -73692.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -73696.265625 Penalty: 3292.729736
	Iteration 18Q: 3 clusters Score -73696.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -73699.554688 Penalty: 3292.729736
	Iteration 19Q: 3 clusters Score -73699.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -73699.554688 Penalty: 3292.729736
	Iteration 20F: 3 clusters Score -73699.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -33668.375000 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -33668.38 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 146 members 
Entering Unmasked Estep 
Score: -32319.869141 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -32319.87 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -32441.675781 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -32441.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32504.890625 Penalty: 2885.287109
	Iteration 2F: 3 clusters Score -32504.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32535.039062 Penalty: 2885.287109
	Iteration 3Q: 3 clusters Score -32535.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -32555.183594 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -32555.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -32563.160156 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -32563.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -32563.160156 Penalty: 2885.287109
	Iteration 6F: 3 clusters Score -32563.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Entering Unmasked Estep 
Score: -129461.703125 Penalty: 1774.731812
	Iteration 0F: 2 clusters Score -129461.7 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 612 members 
Entering Unmasked Estep 
Score: -127328.046875 Penalty: 3549.463623
	Iteration 0F: 3 clusters Score -127328 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -127639.445312 Penalty: 3549.463623
	Iteration 1F: 3 clusters Score -127639.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -127726.992188 Penalty: 3549.463623
	Iteration 2F: 3 clusters Score -127727 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -127754.367188 Penalty: 3549.463623
	Iteration 3Q: 3 clusters Score -127754.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -127781.273438 Penalty: 3549.463623
	Iteration 4Q: 3 clusters Score -127781.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -127801.492188 Penalty: 3549.463623
	Iteration 5Q: 3 clusters Score -127801.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -127813.289062 Penalty: 3549.463623
	Iteration 6Q: 3 clusters Score -127813.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -127823.421875 Penalty: 3549.463623
	Iteration 7Q: 3 clusters Score -127823.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -127827.539062 Penalty: 3549.463623
	Iteration 8Q: 3 clusters Score -127827.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -127831.257812 Penalty: 3549.463623
	Iteration 9Q: 3 clusters Score -127831.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -127836.179688 Penalty: 3549.463623
	Iteration 10Q: 3 clusters Score -127836.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -127839.937500 Penalty: 3549.463623
	Iteration 11Q: 3 clusters Score -127839.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -127843.875000 Penalty: 3549.463623
	Iteration 12Q: 3 clusters Score -127843.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -127850.062500 Penalty: 3549.463623
	Iteration 13Q: 3 clusters Score -127850.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -127853.140625 Penalty: 3549.463623
	Iteration 14Q: 3 clusters Score -127853.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -127856.031250 Penalty: 3549.463623
	Iteration 15Q: 3 clusters Score -127856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -127859.601562 Penalty: 3549.463623
	Iteration 16Q: 3 clusters Score -127859.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -127866.039062 Penalty: 3549.463623
	Iteration 17Q: 3 clusters Score -127866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -127868.492188 Penalty: 3549.463623
	Iteration 18Q: 3 clusters Score -127868.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -127871.195312 Penalty: 3549.463623
	Iteration 19Q: 3 clusters Score -127871.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -127876.664062 Penalty: 3549.463623
	Iteration 20F: 3 clusters Score -127876.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -127879.351562 Penalty: 3549.463623
	Iteration 21Q: 3 clusters Score -127879.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -127883.687500 Penalty: 3549.463623
	Iteration 22Q: 3 clusters Score -127883.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -127884.218750 Penalty: 3549.463623
	Iteration 23Q: 3 clusters Score -127884.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -127885.296875 Penalty: 3549.463623
	Iteration 24Q: 3 clusters Score -127885.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -127890.218750 Penalty: 3549.463623
	Iteration 25Q: 3 clusters Score -127890.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -127892.351562 Penalty: 3549.463623
	Iteration 26Q: 3 clusters Score -127892.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -127893.000000 Penalty: 3549.463623
	Iteration 27Q: 3 clusters Score -127893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -127893.000000 Penalty: 3549.463623
	Iteration 28F: 3 clusters Score -127893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (11071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Entering Unmasked Estep 
Score: -885082.000000 Penalty: 2309.396973
	Iteration 0F: 2 clusters Score -885082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -876628.062500 Penalty: 4618.793945
	Iteration 0F: 3 clusters Score -876628.1 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -879323.250000 Penalty: 4618.793945
	Iteration 1F: 3 clusters Score -879323.2 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -879910.062500 Penalty: 4618.793945
	Iteration 2F: 3 clusters Score -879910.1 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -880406.687500 Penalty: 4618.793945
	Iteration 3F: 3 clusters Score -880406.7 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -880851.375000 Penalty: 4618.793945
	Iteration 4F: 3 clusters Score -880851.4 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -881254.187500 Penalty: 4618.793945
	Iteration 5F: 3 clusters Score -881254.2 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -881599.437500 Penalty: 4618.793945
	Iteration 6F: 3 clusters Score -881599.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -881877.687500 Penalty: 4618.793945
	Iteration 7Q: 3 clusters Score -881877.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -882091.500000 Penalty: 4618.793945
	Iteration 8Q: 3 clusters Score -882091.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -882266.625000 Penalty: 4618.793945
	Iteration 9Q: 3 clusters Score -882266.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -882376.812500 Penalty: 4618.793945
	Iteration 10Q: 3 clusters Score -882376.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -882458.875000 Penalty: 4618.793945
	Iteration 11Q: 3 clusters Score -882458.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -882528.812500 Penalty: 4618.793945
	Iteration 12Q: 3 clusters Score -882528.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -882582.625000 Penalty: 4618.793945
	Iteration 13Q: 3 clusters Score -882582.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -882640.812500 Penalty: 4618.793945
	Iteration 14Q: 3 clusters Score -882640.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -882695.125000 Penalty: 4618.793945
	Iteration 15Q: 3 clusters Score -882695.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -882750.812500 Penalty: 4618.793945
	Iteration 16Q: 3 clusters Score -882750.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -882810.062500 Penalty: 4618.793945
	Iteration 17Q: 3 clusters Score -882810.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -882862.937500 Penalty: 4618.793945
	Iteration 18Q: 3 clusters Score -882862.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -882906.000000 Penalty: 4618.793945
	Iteration 19Q: 3 clusters Score -882906 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -882937.375000 Penalty: 4618.793945
	Iteration 20F: 3 clusters Score -882937.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -882966.000000 Penalty: 4618.793945
	Iteration 21Q: 3 clusters Score -882966 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -882983.187500 Penalty: 4618.793945
	Iteration 22Q: 3 clusters Score -882983.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -883004.562500 Penalty: 4618.793945
	Iteration 23Q: 3 clusters Score -883004.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -883029.500000 Penalty: 4618.793945
	Iteration 24Q: 3 clusters Score -883029.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -883047.062500 Penalty: 4618.793945
	Iteration 25Q: 3 clusters Score -883047.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -883069.187500 Penalty: 4618.793945
	Iteration 26Q: 3 clusters Score -883069.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -883088.812500 Penalty: 4618.793945
	Iteration 27Q: 3 clusters Score -883088.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -883106.375000 Penalty: 4618.793945
	Iteration 28Q: 3 clusters Score -883106.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -883125.250000 Penalty: 4618.793945
	Iteration 29Q: 3 clusters Score -883125.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -883135.562500 Penalty: 4618.793945
	Iteration 30Q: 3 clusters Score -883135.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -883142.125000 Penalty: 4618.793945
	Iteration 31Q: 3 clusters Score -883142.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -883149.625000 Penalty: 4618.793945
	Iteration 32Q: 3 clusters Score -883149.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -883154.875000 Penalty: 4618.793945
	Iteration 33Q: 3 clusters Score -883154.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -883158.125000 Penalty: 4618.793945
	Iteration 34Q: 3 clusters Score -883158.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -883162.312500 Penalty: 4618.793945
	Iteration 35Q: 3 clusters Score -883162.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -883162.687500 Penalty: 4618.793945
	Iteration 36Q: 3 clusters Score -883162.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -883170.250000 Penalty: 4618.793945
	Iteration 37Q: 3 clusters Score -883170.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -883173.000000 Penalty: 4618.793945
	Iteration 38Q: 3 clusters Score -883173 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -883175.687500 Penalty: 4618.793945
	Iteration 39Q: 3 clusters Score -883175.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -883180.125000 Penalty: 4618.793945
	Iteration 40F: 3 clusters Score -883180.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -883179.500000 Penalty: 4618.793945
	Iteration 41Q: 3 clusters Score -883179.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -883182.687500 Penalty: 4618.793945
	Iteration 42Q: 3 clusters Score -883182.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -883181.750000 Penalty: 4618.793945
	Iteration 43Q: 3 clusters Score -883181.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -883186.312500 Penalty: 4618.793945
	Iteration 44Q: 3 clusters Score -883186.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -883184.125000 Penalty: 4618.793945
	Iteration 45Q: 3 clusters Score -883184.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -883186.750000 Penalty: 4618.793945
	Iteration 46Q: 3 clusters Score -883186.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -883186.250000 Penalty: 4618.793945
	Iteration 47Q: 3 clusters Score -883186.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -883186.937500 Penalty: 4618.793945
	Iteration 48Q: 3 clusters Score -883186.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -883187.000000 Penalty: 4618.793945
	Iteration 49Q: 3 clusters Score -883187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -883189.500000 Penalty: 4618.793945
	Iteration 50Q: 3 clusters Score -883189.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -883188.875000 Penalty: 4618.793945
	Iteration 51Q: 3 clusters Score -883188.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -883190.375000 Penalty: 4618.793945
	Iteration 52Q: 3 clusters Score -883190.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -883191.875000 Penalty: 4618.793945
	Iteration 53Q: 3 clusters Score -883191.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -883198.000000 Penalty: 4618.793945
	Iteration 54Q: 3 clusters Score -883198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -883197.937500 Penalty: 4618.793945
	Iteration 55Q: 3 clusters Score -883197.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -883200.812500 Penalty: 4618.793945
	Iteration 56Q: 3 clusters Score -883200.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -883202.187500 Penalty: 4618.793945
	Iteration 57Q: 3 clusters Score -883202.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -883205.187500 Penalty: 4618.793945
	Iteration 58Q: 3 clusters Score -883205.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -883204.625000 Penalty: 4618.793945
	Iteration 59Q: 3 clusters Score -883204.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -883207.187500 Penalty: 4618.793945
	Iteration 60F: 3 clusters Score -883207.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -883209.125000 Penalty: 4618.793945
	Iteration 61Q: 3 clusters Score -883209.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -883212.562500 Penalty: 4618.793945
	Iteration 62Q: 3 clusters Score -883212.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -883211.125000 Penalty: 4618.793945
	Iteration 63Q: 3 clusters Score -883211.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -883212.687500 Penalty: 4618.793945
	Iteration 64Q: 3 clusters Score -883212.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -883212.687500 Penalty: 4618.793945
	Iteration 65Q: 3 clusters Score -883212.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -883212.000000 Penalty: 4618.793945
	Iteration 66Q: 3 clusters Score -883212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -883212.000000 Penalty: 4618.793945
	Iteration 67F: 3 clusters Score -883212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Entering Unmasked Estep 
Score: -593335.437500 Penalty: 2136.306396
	Iteration 0F: 2 clusters Score -593335.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -588509.437500 Penalty: 4272.612793
	Iteration 0F: 3 clusters Score -588509.4 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -589733.687500 Penalty: 4272.612793
	Iteration 1F: 3 clusters Score -589733.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -590194.250000 Penalty: 4272.612793
	Iteration 2F: 3 clusters Score -590194.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -590727.062500 Penalty: 4272.612793
	Iteration 3F: 3 clusters Score -590727.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -591224.375000 Penalty: 4272.612793
	Iteration 4F: 3 clusters Score -591224.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -591692.500000 Penalty: 4272.612793
	Iteration 5F: 3 clusters Score -591692.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -592045.687500 Penalty: 4272.612793
	Iteration 6F: 3 clusters Score -592045.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -592343.500000 Penalty: 4272.612793
	Iteration 7F: 3 clusters Score -592343.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -592614.562500 Penalty: 4272.612793
	Iteration 8F: 3 clusters Score -592614.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -592825.375000 Penalty: 4272.612793
	Iteration 9Q: 3 clusters Score -592825.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -592992.000000 Penalty: 4272.612793
	Iteration 10Q: 3 clusters Score -592992 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -593084.812500 Penalty: 4272.612793
	Iteration 11Q: 3 clusters Score -593084.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -593129.125000 Penalty: 4272.612793
	Iteration 12Q: 3 clusters Score -593129.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -593156.750000 Penalty: 4272.612793
	Iteration 13Q: 3 clusters Score -593156.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -593172.875000 Penalty: 4272.612793
	Iteration 14Q: 3 clusters Score -593172.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -593186.437500 Penalty: 4272.612793
	Iteration 15Q: 3 clusters Score -593186.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -593193.750000 Penalty: 4272.612793
	Iteration 16Q: 3 clusters Score -593193.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -593198.312500 Penalty: 4272.612793
	Iteration 17Q: 3 clusters Score -593198.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -593199.250000 Penalty: 4272.612793
	Iteration 18Q: 3 clusters Score -593199.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -593202.250000 Penalty: 4272.612793
	Iteration 19Q: 3 clusters Score -593202.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -593203.750000 Penalty: 4272.612793
	Iteration 20F: 3 clusters Score -593203.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -593205.250000 Penalty: 4272.612793
	Iteration 21Q: 3 clusters Score -593205.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -593206.812500 Penalty: 4272.612793
	Iteration 22Q: 3 clusters Score -593206.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -593209.937500 Penalty: 4272.612793
	Iteration 23Q: 3 clusters Score -593209.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -593209.312500 Penalty: 4272.612793
	Iteration 24Q: 3 clusters Score -593209.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -593210.437500 Penalty: 4272.612793
	Iteration 25Q: 3 clusters Score -593210.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -593210.437500 Penalty: 4272.612793
	Iteration 26F: 3 clusters Score -593210.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (25470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Entering Unmasked Estep 
Score: -2209333.750000 Penalty: 2516.023682
	Iteration 0F: 2 clusters Score -2209334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2191783.750000 Penalty: 5032.047363
	Iteration 0F: 3 clusters Score -2191784 nChanged 11354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2198275.500000 Penalty: 5032.047363
	Iteration 1F: 3 clusters Score -2198276 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -2198957.000000 Penalty: 5032.047363
	Iteration 2F: 3 clusters Score -2198957 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2199646.750000 Penalty: 5032.047363
	Iteration 3F: 3 clusters Score -2199647 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2200274.500000 Penalty: 5032.047363
	Iteration 4F: 3 clusters Score -2200274 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2200894.250000 Penalty: 5032.047363
	Iteration 5Q: 3 clusters Score -2200894 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2201525.000000 Penalty: 5032.047363
	Iteration 6Q: 3 clusters Score -2201525 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2202140.250000 Penalty: 5032.047363
	Iteration 7Q: 3 clusters Score -2202140 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2202736.000000 Penalty: 5032.047363
	Iteration 8Q: 3 clusters Score -2202736 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -2203367.000000 Penalty: 5032.047363
	Iteration 9Q: 3 clusters Score -2203367 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -2203948.000000 Penalty: 5032.047363
	Iteration 10Q: 3 clusters Score -2203948 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -2204371.750000 Penalty: 5032.047363
	Iteration 11Q: 3 clusters Score -2204372 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -2204716.750000 Penalty: 5032.047363
	Iteration 12Q: 3 clusters Score -2204717 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -2204993.750000 Penalty: 5032.047363
	Iteration 13Q: 3 clusters Score -2204994 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -2205251.250000 Penalty: 5032.047363
	Iteration 14Q: 3 clusters Score -2205251 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -2205479.750000 Penalty: 5032.047363
	Iteration 15Q: 3 clusters Score -2205480 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -2205692.750000 Penalty: 5032.047363
	Iteration 16Q: 3 clusters Score -2205693 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -2205924.250000 Penalty: 5032.047363
	Iteration 17Q: 3 clusters Score -2205924 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -2206131.500000 Penalty: 5032.047363
	Iteration 18Q: 3 clusters Score -2206132 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -2206327.250000 Penalty: 5032.047363
	Iteration 19Q: 3 clusters Score -2206327 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -2206474.250000 Penalty: 5032.047363
	Iteration 20F: 3 clusters Score -2206474 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -2206597.500000 Penalty: 5032.047363
	Iteration 21Q: 3 clusters Score -2206598 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -2206698.750000 Penalty: 5032.047363
	Iteration 22Q: 3 clusters Score -2206699 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -2206779.000000 Penalty: 5032.047363
	Iteration 23Q: 3 clusters Score -2206779 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -2206846.250000 Penalty: 5032.047363
	Iteration 24Q: 3 clusters Score -2206846 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -2206916.500000 Penalty: 5032.047363
	Iteration 25Q: 3 clusters Score -2206916 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -2206976.250000 Penalty: 5032.047363
	Iteration 26Q: 3 clusters Score -2206976 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -2207013.500000 Penalty: 5032.047363
	Iteration 27Q: 3 clusters Score -2207014 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -2207060.500000 Penalty: 5032.047363
	Iteration 28Q: 3 clusters Score -2207060 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -2207098.000000 Penalty: 5032.047363
	Iteration 29Q: 3 clusters Score -2207098 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -2207124.750000 Penalty: 5032.047363
	Iteration 30Q: 3 clusters Score -2207125 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -2207148.500000 Penalty: 5032.047363
	Iteration 31Q: 3 clusters Score -2207148 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -2207176.750000 Penalty: 5032.047363
	Iteration 32Q: 3 clusters Score -2207177 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -2207195.250000 Penalty: 5032.047363
	Iteration 33Q: 3 clusters Score -2207195 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -2207208.000000 Penalty: 5032.047363
	Iteration 34Q: 3 clusters Score -2207208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -2207224.250000 Penalty: 5032.047363
	Iteration 35Q: 3 clusters Score -2207224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -2207238.750000 Penalty: 5032.047363
	Iteration 36Q: 3 clusters Score -2207239 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -2207253.500000 Penalty: 5032.047363
	Iteration 37Q: 3 clusters Score -2207254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -2207263.000000 Penalty: 5032.047363
	Iteration 38Q: 3 clusters Score -2207263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -2207274.500000 Penalty: 5032.047363
	Iteration 39Q: 3 clusters Score -2207274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -2207277.000000 Penalty: 5032.047363
	Iteration 40F: 3 clusters Score -2207277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -2207283.250000 Penalty: 5032.047363
	Iteration 41Q: 3 clusters Score -2207283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -2207286.000000 Penalty: 5032.047363
	Iteration 42Q: 3 clusters Score -2207286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -2207291.250000 Penalty: 5032.047363
	Iteration 43Q: 3 clusters Score -2207291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -2207291.000000 Penalty: 5032.047363
	Iteration 44Q: 3 clusters Score -2207291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -2207294.750000 Penalty: 5032.047363
	Iteration 45Q: 3 clusters Score -2207295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -2207302.250000 Penalty: 5032.047363
	Iteration 46Q: 3 clusters Score -2207302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -2207305.250000 Penalty: 5032.047363
	Iteration 47Q: 3 clusters Score -2207305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -2207313.000000 Penalty: 5032.047363
	Iteration 48Q: 3 clusters Score -2207313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -2207316.250000 Penalty: 5032.047363
	Iteration 49Q: 3 clusters Score -2207316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -2207325.250000 Penalty: 5032.047363
	Iteration 50Q: 3 clusters Score -2207325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -2207325.500000 Penalty: 5032.047363
	Iteration 51Q: 3 clusters Score -2207326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -2207327.000000 Penalty: 5032.047363
	Iteration 52Q: 3 clusters Score -2207327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -2207330.000000 Penalty: 5032.047363
	Iteration 53Q: 3 clusters Score -2207330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -2207332.000000 Penalty: 5032.047363
	Iteration 54Q: 3 clusters Score -2207332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -2207336.750000 Penalty: 5032.047363
	Iteration 55Q: 3 clusters Score -2207337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -2207336.750000 Penalty: 5032.047363
	Iteration 56Q: 3 clusters Score -2207337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -2207337.750000 Penalty: 5032.047363
	Iteration 57Q: 3 clusters Score -2207338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -2207337.750000 Penalty: 5032.047363
	Iteration 58F: 3 clusters Score -2207338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (16613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Entering Unmasked Estep 
Score: -1837636.375000 Penalty: 2410.049316
	Iteration 0F: 2 clusters Score -1837636 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 8370 members 
Entering Unmasked Estep 
Score: -1825766.125000 Penalty: 4820.098633
	Iteration 0F: 3 clusters Score -1825766 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1829505.125000 Penalty: 4820.098633
	Iteration 1F: 3 clusters Score -1829505 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1829817.375000 Penalty: 4820.098633
	Iteration 2F: 3 clusters Score -1829817 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1830050.750000 Penalty: 4820.098633
	Iteration 3Q: 3 clusters Score -1830051 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1830224.750000 Penalty: 4820.098633
	Iteration 4Q: 3 clusters Score -1830225 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1830395.375000 Penalty: 4820.098633
	Iteration 5Q: 3 clusters Score -1830395 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1830571.875000 Penalty: 4820.098633
	Iteration 6Q: 3 clusters Score -1830572 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1830793.750000 Penalty: 4820.098633
	Iteration 7Q: 3 clusters Score -1830794 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1831073.250000 Penalty: 4820.098633
	Iteration 8Q: 3 clusters Score -1831073 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1831407.500000 Penalty: 4820.098633
	Iteration 9Q: 3 clusters Score -1831408 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1831837.000000 Penalty: 4820.098633
	Iteration 10Q: 3 clusters Score -1831837 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1832347.500000 Penalty: 4820.098633
	Iteration 11Q: 3 clusters Score -1832348 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1832969.000000 Penalty: 4820.098633
	Iteration 12F: 3 clusters Score -1832969 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1833633.375000 Penalty: 4820.098633
	Iteration 13Q: 3 clusters Score -1833633 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -1834263.875000 Penalty: 4820.098633
	Iteration 14Q: 3 clusters Score -1834264 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -1834700.500000 Penalty: 4820.098633
	Iteration 15Q: 3 clusters Score -1834700 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -1834992.875000 Penalty: 4820.098633
	Iteration 16Q: 3 clusters Score -1834993 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -1835173.625000 Penalty: 4820.098633
	Iteration 17Q: 3 clusters Score -1835174 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -1835298.000000 Penalty: 4820.098633
	Iteration 18Q: 3 clusters Score -1835298 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -1835374.875000 Penalty: 4820.098633
	Iteration 19Q: 3 clusters Score -1835375 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -1835425.000000 Penalty: 4820.098633
	Iteration 20F: 3 clusters Score -1835425 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -1835455.875000 Penalty: 4820.098633
	Iteration 21Q: 3 clusters Score -1835456 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -1835481.875000 Penalty: 4820.098633
	Iteration 22Q: 3 clusters Score -1835482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -1835495.750000 Penalty: 4820.098633
	Iteration 23Q: 3 clusters Score -1835496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -1835515.375000 Penalty: 4820.098633
	Iteration 24Q: 3 clusters Score -1835515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -1835522.125000 Penalty: 4820.098633
	Iteration 25Q: 3 clusters Score -1835522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -1835530.250000 Penalty: 4820.098633
	Iteration 26Q: 3 clusters Score -1835530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -1835533.375000 Penalty: 4820.098633
	Iteration 27Q: 3 clusters Score -1835533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -1835533.625000 Penalty: 4820.098633
	Iteration 28Q: 3 clusters Score -1835534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -1835536.625000 Penalty: 4820.098633
	Iteration 29Q: 3 clusters Score -1835537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -1835538.000000 Penalty: 4820.098633
	Iteration 30Q: 3 clusters Score -1835538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -1835538.000000 Penalty: 4820.098633
	Iteration 31F: 3 clusters Score -1835538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -16095.055664 Penalty: 1360.229614
	Iteration 0F: 2 clusters Score -16095.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14999.297852 Penalty: 2720.459229
	Iteration 0F: 3 clusters Score -14999.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15117.708008 Penalty: 2720.459229
	Iteration 1F: 3 clusters Score -15117.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15179.944336 Penalty: 2720.459229
	Iteration 2Q: 3 clusters Score -15179.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15212.390625 Penalty: 2720.459229
	Iteration 3Q: 3 clusters Score -15212.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15214.613281 Penalty: 2720.459229
	Iteration 4Q: 3 clusters Score -15214.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15214.613281 Penalty: 2720.459229
	Iteration 5F: 3 clusters Score -15214.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -28276.843750 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -28276.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -26941.535156 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -26941.54 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -27085.558594 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -27085.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -27144.398438 Penalty: 2850.116943
	Iteration 2Q: 3 clusters Score -27144.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -27175.853516 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -27175.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -27186.353516 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -27186.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27188.984375 Penalty: 2850.116943
	Iteration 5Q: 3 clusters Score -27188.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -27193.460938 Penalty: 2850.116943
	Iteration 6Q: 3 clusters Score -27193.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -27193.460938 Penalty: 2850.116943
	Iteration 7F: 3 clusters Score -27193.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (13646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Entering Unmasked Estep 
Score: -1315568.625000 Penalty: 2361.258057
	Iteration 0F: 2 clusters Score -1315569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1305552.625000 Penalty: 4722.516113
	Iteration 0F: 3 clusters Score -1305553 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1308861.375000 Penalty: 4722.516113
	Iteration 1F: 3 clusters Score -1308861 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1309493.875000 Penalty: 4722.516113
	Iteration 2F: 3 clusters Score -1309494 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1310120.000000 Penalty: 4722.516113
	Iteration 3F: 3 clusters Score -1310120 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1310764.125000 Penalty: 4722.516113
	Iteration 4F: 3 clusters Score -1310764 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1311452.625000 Penalty: 4722.516113
	Iteration 5F: 3 clusters Score -1311453 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1312094.250000 Penalty: 4722.516113
	Iteration 6F: 3 clusters Score -1312094 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1312622.625000 Penalty: 4722.516113
	Iteration 7Q: 3 clusters Score -1312623 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1313003.000000 Penalty: 4722.516113
	Iteration 8Q: 3 clusters Score -1313003 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1313291.625000 Penalty: 4722.516113
	Iteration 9Q: 3 clusters Score -1313292 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1313509.625000 Penalty: 4722.516113
	Iteration 10Q: 3 clusters Score -1313510 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1313662.125000 Penalty: 4722.516113
	Iteration 11Q: 3 clusters Score -1313662 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1313782.750000 Penalty: 4722.516113
	Iteration 12Q: 3 clusters Score -1313783 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1313869.875000 Penalty: 4722.516113
	Iteration 13Q: 3 clusters Score -1313870 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1313913.500000 Penalty: 4722.516113
	Iteration 14Q: 3 clusters Score -1313914 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1313944.250000 Penalty: 4722.516113
	Iteration 15Q: 3 clusters Score -1313944 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1313974.875000 Penalty: 4722.516113
	Iteration 16Q: 3 clusters Score -1313975 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1313994.375000 Penalty: 4722.516113
	Iteration 17Q: 3 clusters Score -1313994 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1314010.375000 Penalty: 4722.516113
	Iteration 18Q: 3 clusters Score -1314010 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1314023.875000 Penalty: 4722.516113
	Iteration 19Q: 3 clusters Score -1314024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1314037.375000 Penalty: 4722.516113
	Iteration 20F: 3 clusters Score -1314037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1314042.000000 Penalty: 4722.516113
	Iteration 21Q: 3 clusters Score -1314042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1314051.750000 Penalty: 4722.516113
	Iteration 22Q: 3 clusters Score -1314052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1314058.250000 Penalty: 4722.516113
	Iteration 23Q: 3 clusters Score -1314058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1314060.625000 Penalty: 4722.516113
	Iteration 24Q: 3 clusters Score -1314061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1314063.250000 Penalty: 4722.516113
	Iteration 25Q: 3 clusters Score -1314063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1314068.250000 Penalty: 4722.516113
	Iteration 26Q: 3 clusters Score -1314068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1314072.125000 Penalty: 4722.516113
	Iteration 27Q: 3 clusters Score -1314072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1314072.875000 Penalty: 4722.516113
	Iteration 28Q: 3 clusters Score -1314073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1314076.000000 Penalty: 4722.516113
	Iteration 29Q: 3 clusters Score -1314076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1314075.500000 Penalty: 4722.516113
	Iteration 30Q: 3 clusters Score -1314076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1314079.125000 Penalty: 4722.516113
	Iteration 31Q: 3 clusters Score -1314079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1314079.000000 Penalty: 4722.516113
	Iteration 32Q: 3 clusters Score -1314079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1314081.875000 Penalty: 4722.516113
	Iteration 33Q: 3 clusters Score -1314082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1314087.750000 Penalty: 4722.516113
	Iteration 34Q: 3 clusters Score -1314088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1314092.625000 Penalty: 4722.516113
	Iteration 35Q: 3 clusters Score -1314093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1314095.000000 Penalty: 4722.516113
	Iteration 36Q: 3 clusters Score -1314095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1314094.625000 Penalty: 4722.516113
	Iteration 37Q: 3 clusters Score -1314095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1314097.625000 Penalty: 4722.516113
	Iteration 38Q: 3 clusters Score -1314098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1314098.500000 Penalty: 4722.516113
	Iteration 39Q: 3 clusters Score -1314098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1314098.500000 Penalty: 4722.516113
	Iteration 40F: 3 clusters Score -1314098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (9460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Entering Unmasked Estep 
Score: -943595.500000 Penalty: 2270.397461
	Iteration 0F: 2 clusters Score -943595.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -936319.687500 Penalty: 4540.794922
	Iteration 0F: 3 clusters Score -936319.7 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -938966.562500 Penalty: 4540.794922
	Iteration 1F: 3 clusters Score -938966.6 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -939850.187500 Penalty: 4540.794922
	Iteration 2F: 3 clusters Score -939850.2 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -940655.812500 Penalty: 4540.794922
	Iteration 3F: 3 clusters Score -940655.8 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -941295.562500 Penalty: 4540.794922
	Iteration 4F: 3 clusters Score -941295.6 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -941749.187500 Penalty: 4540.794922
	Iteration 5F: 3 clusters Score -941749.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -942093.625000 Penalty: 4540.794922
	Iteration 6F: 3 clusters Score -942093.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -942310.687500 Penalty: 4540.794922
	Iteration 7Q: 3 clusters Score -942310.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -942474.437500 Penalty: 4540.794922
	Iteration 8Q: 3 clusters Score -942474.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -942595.562500 Penalty: 4540.794922
	Iteration 9Q: 3 clusters Score -942595.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -942667.625000 Penalty: 4540.794922
	Iteration 10Q: 3 clusters Score -942667.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -942704.687500 Penalty: 4540.794922
	Iteration 11Q: 3 clusters Score -942704.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -942735.625000 Penalty: 4540.794922
	Iteration 12Q: 3 clusters Score -942735.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -942758.375000 Penalty: 4540.794922
	Iteration 13Q: 3 clusters Score -942758.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -942772.625000 Penalty: 4540.794922
	Iteration 14Q: 3 clusters Score -942772.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -942781.000000 Penalty: 4540.794922
	Iteration 15Q: 3 clusters Score -942781 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -942788.250000 Penalty: 4540.794922
	Iteration 16Q: 3 clusters Score -942788.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -942794.687500 Penalty: 4540.794922
	Iteration 17Q: 3 clusters Score -942794.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -942798.187500 Penalty: 4540.794922
	Iteration 18Q: 3 clusters Score -942798.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -942798.937500 Penalty: 4540.794922
	Iteration 19Q: 3 clusters Score -942798.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -942802.375000 Penalty: 4540.794922
	Iteration 20F: 3 clusters Score -942802.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -942808.937500 Penalty: 4540.794922
	Iteration 21Q: 3 clusters Score -942808.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -942812.750000 Penalty: 4540.794922
	Iteration 22Q: 3 clusters Score -942812.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -942820.687500 Penalty: 4540.794922
	Iteration 23Q: 3 clusters Score -942820.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -942830.437500 Penalty: 4540.794922
	Iteration 24Q: 3 clusters Score -942830.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -942837.062500 Penalty: 4540.794922
	Iteration 25Q: 3 clusters Score -942837.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -942846.500000 Penalty: 4540.794922
	Iteration 26Q: 3 clusters Score -942846.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -942850.687500 Penalty: 4540.794922
	Iteration 27Q: 3 clusters Score -942850.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -942854.625000 Penalty: 4540.794922
	Iteration 28Q: 3 clusters Score -942854.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -942856.562500 Penalty: 4540.794922
	Iteration 29Q: 3 clusters Score -942856.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -942859.500000 Penalty: 4540.794922
	Iteration 30Q: 3 clusters Score -942859.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -942862.125000 Penalty: 4540.794922
	Iteration 31Q: 3 clusters Score -942862.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -942863.312500 Penalty: 4540.794922
	Iteration 32Q: 3 clusters Score -942863.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -942862.250000 Penalty: 4540.794922
	Iteration 33Q: 3 clusters Score -942862.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -942863.937500 Penalty: 4540.794922
	Iteration 34Q: 3 clusters Score -942863.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -942863.937500 Penalty: 4540.794922
	Iteration 35Q: 3 clusters Score -942863.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -942866.562500 Penalty: 4540.794922
	Iteration 36Q: 3 clusters Score -942866.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -942866.812500 Penalty: 4540.794922
	Iteration 37Q: 3 clusters Score -942866.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -942866.812500 Penalty: 4540.794922
	Iteration 38Q: 3 clusters Score -942866.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -942866.812500 Penalty: 4540.794922
	Iteration 39F: 3 clusters Score -942866.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (5027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Entering Unmasked Estep 
Score: -541308.437500 Penalty: 2113.599365
	Iteration 0F: 2 clusters Score -541308.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -536773.125000 Penalty: 4227.198730
	Iteration 0F: 3 clusters Score -536773.1 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -537804.000000 Penalty: 4227.198730
	Iteration 1F: 3 clusters Score -537804 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -538021.000000 Penalty: 4227.198730
	Iteration 2F: 3 clusters Score -538021 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -538176.125000 Penalty: 4227.198730
	Iteration 3F: 3 clusters Score -538176.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -538299.125000 Penalty: 4227.198730
	Iteration 4Q: 3 clusters Score -538299.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -538394.125000 Penalty: 4227.198730
	Iteration 5Q: 3 clusters Score -538394.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -538462.437500 Penalty: 4227.198730
	Iteration 6Q: 3 clusters Score -538462.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -538522.875000 Penalty: 4227.198730
	Iteration 7Q: 3 clusters Score -538522.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -538560.500000 Penalty: 4227.198730
	Iteration 8Q: 3 clusters Score -538560.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -538586.687500 Penalty: 4227.198730
	Iteration 9Q: 3 clusters Score -538586.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -538618.937500 Penalty: 4227.198730
	Iteration 10Q: 3 clusters Score -538618.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -538654.437500 Penalty: 4227.198730
	Iteration 11Q: 3 clusters Score -538654.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -538688.062500 Penalty: 4227.198730
	Iteration 12Q: 3 clusters Score -538688.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -538720.812500 Penalty: 4227.198730
	Iteration 13Q: 3 clusters Score -538720.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -538738.437500 Penalty: 4227.198730
	Iteration 14Q: 3 clusters Score -538738.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -538756.875000 Penalty: 4227.198730
	Iteration 15Q: 3 clusters Score -538756.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -538769.250000 Penalty: 4227.198730
	Iteration 16Q: 3 clusters Score -538769.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -538782.375000 Penalty: 4227.198730
	Iteration 17Q: 3 clusters Score -538782.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -538794.437500 Penalty: 4227.198730
	Iteration 18Q: 3 clusters Score -538794.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -538806.812500 Penalty: 4227.198730
	Iteration 19Q: 3 clusters Score -538806.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -538820.000000 Penalty: 4227.198730
	Iteration 20F: 3 clusters Score -538820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -538830.250000 Penalty: 4227.198730
	Iteration 21Q: 3 clusters Score -538830.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -538837.937500 Penalty: 4227.198730
	Iteration 22Q: 3 clusters Score -538837.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -538848.687500 Penalty: 4227.198730
	Iteration 23Q: 3 clusters Score -538848.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -538867.437500 Penalty: 4227.198730
	Iteration 24Q: 3 clusters Score -538867.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -538893.312500 Penalty: 4227.198730
	Iteration 25Q: 3 clusters Score -538893.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -538918.437500 Penalty: 4227.198730
	Iteration 26Q: 3 clusters Score -538918.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -538941.250000 Penalty: 4227.198730
	Iteration 27Q: 3 clusters Score -538941.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -538970.437500 Penalty: 4227.198730
	Iteration 28Q: 3 clusters Score -538970.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -539006.687500 Penalty: 4227.198730
	Iteration 29Q: 3 clusters Score -539006.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -539041.562500 Penalty: 4227.198730
	Iteration 30Q: 3 clusters Score -539041.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -539068.500000 Penalty: 4227.198730
	Iteration 31Q: 3 clusters Score -539068.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -539099.750000 Penalty: 4227.198730
	Iteration 32Q: 3 clusters Score -539099.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -539121.937500 Penalty: 4227.198730
	Iteration 33Q: 3 clusters Score -539121.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -539152.187500 Penalty: 4227.198730
	Iteration 34Q: 3 clusters Score -539152.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -539180.937500 Penalty: 4227.198730
	Iteration 35Q: 3 clusters Score -539180.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -539204.187500 Penalty: 4227.198730
	Iteration 36Q: 3 clusters Score -539204.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -539227.750000 Penalty: 4227.198730
	Iteration 37Q: 3 clusters Score -539227.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -539252.375000 Penalty: 4227.198730
	Iteration 38Q: 3 clusters Score -539252.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -539276.187500 Penalty: 4227.198730
	Iteration 39Q: 3 clusters Score -539276.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -539300.687500 Penalty: 4227.198730
	Iteration 40F: 3 clusters Score -539300.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -539318.687500 Penalty: 4227.198730
	Iteration 41Q: 3 clusters Score -539318.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -539339.625000 Penalty: 4227.198730
	Iteration 42Q: 3 clusters Score -539339.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -539360.437500 Penalty: 4227.198730
	Iteration 43Q: 3 clusters Score -539360.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -539389.750000 Penalty: 4227.198730
	Iteration 44Q: 3 clusters Score -539389.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -539421.687500 Penalty: 4227.198730
	Iteration 45Q: 3 clusters Score -539421.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -539461.875000 Penalty: 4227.198730
	Iteration 46Q: 3 clusters Score -539461.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -539501.875000 Penalty: 4227.198730
	Iteration 47Q: 3 clusters Score -539501.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -539539.750000 Penalty: 4227.198730
	Iteration 48Q: 3 clusters Score -539539.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -539599.312500 Penalty: 4227.198730
	Iteration 49Q: 3 clusters Score -539599.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -539702.812500 Penalty: 4227.198730
	Iteration 50Q: 3 clusters Score -539702.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -539843.000000 Penalty: 4227.198730
	Iteration 51Q: 3 clusters Score -539843 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -539969.625000 Penalty: 4227.198730
	Iteration 52Q: 3 clusters Score -539969.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -540079.687500 Penalty: 4227.198730
	Iteration 53Q: 3 clusters Score -540079.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -540157.375000 Penalty: 4227.198730
	Iteration 54Q: 3 clusters Score -540157.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -540222.562500 Penalty: 4227.198730
	Iteration 55Q: 3 clusters Score -540222.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -540279.812500 Penalty: 4227.198730
	Iteration 56Q: 3 clusters Score -540279.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -540343.375000 Penalty: 4227.198730
	Iteration 57Q: 3 clusters Score -540343.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -540451.562500 Penalty: 4227.198730
	Iteration 58Q: 3 clusters Score -540451.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -540579.187500 Penalty: 4227.198730
	Iteration 59Q: 3 clusters Score -540579.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -540708.875000 Penalty: 4227.198730
	Iteration 60F: 3 clusters Score -540708.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -540783.875000 Penalty: 4227.198730
	Iteration 61Q: 3 clusters Score -540783.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -540819.250000 Penalty: 4227.198730
	Iteration 62Q: 3 clusters Score -540819.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -540837.375000 Penalty: 4227.198730
	Iteration 63Q: 3 clusters Score -540837.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -540849.812500 Penalty: 4227.198730
	Iteration 64Q: 3 clusters Score -540849.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -540858.375000 Penalty: 4227.198730
	Iteration 65Q: 3 clusters Score -540858.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -540863.062500 Penalty: 4227.198730
	Iteration 66Q: 3 clusters Score -540863.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -540866.312500 Penalty: 4227.198730
	Iteration 67Q: 3 clusters Score -540866.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -540870.250000 Penalty: 4227.198730
	Iteration 68Q: 3 clusters Score -540870.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -540873.000000 Penalty: 4227.198730
	Iteration 69Q: 3 clusters Score -540873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -540872.937500 Penalty: 4227.198730
	Iteration 70Q: 3 clusters Score -540872.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -540874.375000 Penalty: 4227.198730
	Iteration 71Q: 3 clusters Score -540874.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -540874.750000 Penalty: 4227.198730
	Iteration 72Q: 3 clusters Score -540874.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -540874.750000 Penalty: 4227.198730
	Iteration 73F: 3 clusters Score -540874.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -69030.601562 Penalty: 1625.021973
	Iteration 0F: 2 clusters Score -69030.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -67327.015625 Penalty: 3250.043945
	Iteration 0F: 3 clusters Score -67327.02 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -67545.953125 Penalty: 3250.043945
	Iteration 1F: 3 clusters Score -67545.95 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67631.648438 Penalty: 3250.043945
	Iteration 2F: 3 clusters Score -67631.65 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -67685.539062 Penalty: 3250.043945
	Iteration 3Q: 3 clusters Score -67685.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -67707.585938 Penalty: 3250.043945
	Iteration 4Q: 3 clusters Score -67707.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67712.875000 Penalty: 3250.043945
	Iteration 5Q: 3 clusters Score -67712.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -67713.851562 Penalty: 3250.043945
	Iteration 6Q: 3 clusters Score -67713.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -67716.882812 Penalty: 3250.043945
	Iteration 7Q: 3 clusters Score -67716.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -67735.875000 Penalty: 3250.043945
	Iteration 8Q: 3 clusters Score -67735.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -67746.609375 Penalty: 3250.043945
	Iteration 9Q: 3 clusters Score -67746.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -67752.382812 Penalty: 3250.043945
	Iteration 10Q: 3 clusters Score -67752.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -67759.429688 Penalty: 3250.043945
	Iteration 11Q: 3 clusters Score -67759.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -67762.812500 Penalty: 3250.043945
	Iteration 12Q: 3 clusters Score -67762.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -67768.023438 Penalty: 3250.043945
	Iteration 13Q: 3 clusters Score -67768.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -67768.023438 Penalty: 3250.043945
	Iteration 14F: 3 clusters Score -67768.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (28362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Entering Unmasked Estep 
Score: -3106138.000000 Penalty: 2542.695801
	Iteration 0F: 2 clusters Score -3106138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -3086603.750000 Penalty: 5085.391602
	Iteration 0F: 3 clusters Score -3086604 nChanged 12746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -3093615.000000 Penalty: 5085.391602
	Iteration 1F: 3 clusters Score -3093615 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -3094263.500000 Penalty: 5085.391602
	Iteration 2F: 3 clusters Score -3094264 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -3094931.750000 Penalty: 5085.391602
	Iteration 3F: 3 clusters Score -3094932 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -3095538.250000 Penalty: 5085.391602
	Iteration 4Q: 3 clusters Score -3095538 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -3096182.250000 Penalty: 5085.391602
	Iteration 5Q: 3 clusters Score -3096182 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -3096809.750000 Penalty: 5085.391602
	Iteration 6Q: 3 clusters Score -3096810 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -3097377.250000 Penalty: 5085.391602
	Iteration 7Q: 3 clusters Score -3097377 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -3097940.250000 Penalty: 5085.391602
	Iteration 8Q: 3 clusters Score -3097940 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -3098478.000000 Penalty: 5085.391602
	Iteration 9Q: 3 clusters Score -3098478 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -3099052.250000 Penalty: 5085.391602
	Iteration 10Q: 3 clusters Score -3099052 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -3099706.000000 Penalty: 5085.391602
	Iteration 11Q: 3 clusters Score -3099706 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -3100353.500000 Penalty: 5085.391602
	Iteration 12Q: 3 clusters Score -3100354 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -3100986.750000 Penalty: 5085.391602
	Iteration 13Q: 3 clusters Score -3100987 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -3101478.750000 Penalty: 5085.391602
	Iteration 14Q: 3 clusters Score -3101479 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -3101953.250000 Penalty: 5085.391602
	Iteration 15Q: 3 clusters Score -3101953 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -3102418.500000 Penalty: 5085.391602
	Iteration 16Q: 3 clusters Score -3102418 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -3102904.750000 Penalty: 5085.391602
	Iteration 17Q: 3 clusters Score -3102905 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -3103322.500000 Penalty: 5085.391602
	Iteration 18Q: 3 clusters Score -3103322 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -3103636.000000 Penalty: 5085.391602
	Iteration 19Q: 3 clusters Score -3103636 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -3103840.250000 Penalty: 5085.391602
	Iteration 20F: 3 clusters Score -3103840 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -3103962.250000 Penalty: 5085.391602
	Iteration 21Q: 3 clusters Score -3103962 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -3104017.750000 Penalty: 5085.391602
	Iteration 22Q: 3 clusters Score -3104018 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -3104040.250000 Penalty: 5085.391602
	Iteration 23Q: 3 clusters Score -3104040 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -3104050.500000 Penalty: 5085.391602
	Iteration 24Q: 3 clusters Score -3104050 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -3104064.500000 Penalty: 5085.391602
	Iteration 25Q: 3 clusters Score -3104064 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -3104087.250000 Penalty: 5085.391602
	Iteration 26Q: 3 clusters Score -3104087 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -3104085.000000 Penalty: 5085.391602
	Iteration 27Q: 3 clusters Score -3104085 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -3104086.000000 Penalty: 5085.391602
	Iteration 28Q: 3 clusters Score -3104086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -3104084.000000 Penalty: 5085.391602
	Iteration 29Q: 3 clusters Score -3104084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -3104086.500000 Penalty: 5085.391602
	Iteration 30Q: 3 clusters Score -3104086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -3104088.500000 Penalty: 5085.391602
	Iteration 31Q: 3 clusters Score -3104088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -3104092.250000 Penalty: 5085.391602
	Iteration 32Q: 3 clusters Score -3104092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -3104094.000000 Penalty: 5085.391602
	Iteration 33Q: 3 clusters Score -3104094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -3104093.500000 Penalty: 5085.391602
	Iteration 34Q: 3 clusters Score -3104094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -3104093.500000 Penalty: 5085.391602
	Iteration 35F: 3 clusters Score -3104094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Entering Unmasked Estep 
Score: -183728.656250 Penalty: 1840.006348
	Iteration 0F: 2 clusters Score -183728.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -181332.859375 Penalty: 3680.012695
	Iteration 0F: 3 clusters Score -181332.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -181683.093750 Penalty: 3680.012695
	Iteration 1F: 3 clusters Score -181683.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -181798.312500 Penalty: 3680.012695
	Iteration 2F: 3 clusters Score -181798.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -181861.578125 Penalty: 3680.012695
	Iteration 3Q: 3 clusters Score -181861.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -181898.578125 Penalty: 3680.012695
	Iteration 4Q: 3 clusters Score -181898.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -181918.140625 Penalty: 3680.012695
	Iteration 5Q: 3 clusters Score -181918.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -181930.531250 Penalty: 3680.012695
	Iteration 6Q: 3 clusters Score -181930.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -181941.765625 Penalty: 3680.012695
	Iteration 7Q: 3 clusters Score -181941.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -181951.171875 Penalty: 3680.012695
	Iteration 8Q: 3 clusters Score -181951.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -181959.843750 Penalty: 3680.012695
	Iteration 9Q: 3 clusters Score -181959.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -181964.671875 Penalty: 3680.012695
	Iteration 10Q: 3 clusters Score -181964.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -181971.078125 Penalty: 3680.012695
	Iteration 11Q: 3 clusters Score -181971.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -181977.750000 Penalty: 3680.012695
	Iteration 12Q: 3 clusters Score -181977.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -181986.296875 Penalty: 3680.012695
	Iteration 13Q: 3 clusters Score -181986.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -181993.593750 Penalty: 3680.012695
	Iteration 14Q: 3 clusters Score -181993.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -182000.203125 Penalty: 3680.012695
	Iteration 15Q: 3 clusters Score -182000.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -182003.296875 Penalty: 3680.012695
	Iteration 16Q: 3 clusters Score -182003.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -182005.062500 Penalty: 3680.012695
	Iteration 17Q: 3 clusters Score -182005.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -182005.078125 Penalty: 3680.012695
	Iteration 18Q: 3 clusters Score -182005.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -182005.078125 Penalty: 3680.012695
	Iteration 19F: 3 clusters Score -182005.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (17347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Entering Unmasked Estep 
Score: -1888380.375000 Penalty: 2420.771484
	Iteration 0F: 2 clusters Score -1888380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1875978.750000 Penalty: 4841.542969
	Iteration 0F: 3 clusters Score -1875979 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1880093.875000 Penalty: 4841.542969
	Iteration 1F: 3 clusters Score -1880094 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1880494.375000 Penalty: 4841.542969
	Iteration 2F: 3 clusters Score -1880494 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1880839.250000 Penalty: 4841.542969
	Iteration 3Q: 3 clusters Score -1880839 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1881162.375000 Penalty: 4841.542969
	Iteration 4Q: 3 clusters Score -1881162 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1881501.000000 Penalty: 4841.542969
	Iteration 5Q: 3 clusters Score -1881501 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1881818.375000 Penalty: 4841.542969
	Iteration 6Q: 3 clusters Score -1881818 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1882174.125000 Penalty: 4841.542969
	Iteration 7Q: 3 clusters Score -1882174 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1882566.375000 Penalty: 4841.542969
	Iteration 8Q: 3 clusters Score -1882566 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1882982.125000 Penalty: 4841.542969
	Iteration 9Q: 3 clusters Score -1882982 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1883418.125000 Penalty: 4841.542969
	Iteration 10Q: 3 clusters Score -1883418 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1883846.125000 Penalty: 4841.542969
	Iteration 11Q: 3 clusters Score -1883846 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1884273.375000 Penalty: 4841.542969
	Iteration 12Q: 3 clusters Score -1884273 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1884637.875000 Penalty: 4841.542969
	Iteration 13Q: 3 clusters Score -1884638 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1884961.625000 Penalty: 4841.542969
	Iteration 14Q: 3 clusters Score -1884962 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1885282.500000 Penalty: 4841.542969
	Iteration 15Q: 3 clusters Score -1885282 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -1885546.625000 Penalty: 4841.542969
	Iteration 16Q: 3 clusters Score -1885547 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -1885743.000000 Penalty: 4841.542969
	Iteration 17Q: 3 clusters Score -1885743 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -1885886.125000 Penalty: 4841.542969
	Iteration 18Q: 3 clusters Score -1885886 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -1885980.125000 Penalty: 4841.542969
	Iteration 19Q: 3 clusters Score -1885980 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -1886060.500000 Penalty: 4841.542969
	Iteration 20F: 3 clusters Score -1886060 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -1886125.500000 Penalty: 4841.542969
	Iteration 21Q: 3 clusters Score -1886126 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -1886181.500000 Penalty: 4841.542969
	Iteration 22Q: 3 clusters Score -1886182 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -1886213.375000 Penalty: 4841.542969
	Iteration 23Q: 3 clusters Score -1886213 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -1886242.875000 Penalty: 4841.542969
	Iteration 24Q: 3 clusters Score -1886243 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -1886263.625000 Penalty: 4841.542969
	Iteration 25Q: 3 clusters Score -1886264 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -1886281.625000 Penalty: 4841.542969
	Iteration 26Q: 3 clusters Score -1886282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -1886301.000000 Penalty: 4841.542969
	Iteration 27Q: 3 clusters Score -1886301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -1886307.500000 Penalty: 4841.542969
	Iteration 28Q: 3 clusters Score -1886308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -1886320.875000 Penalty: 4841.542969
	Iteration 29Q: 3 clusters Score -1886321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -1886327.500000 Penalty: 4841.542969
	Iteration 30Q: 3 clusters Score -1886328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -1886336.375000 Penalty: 4841.542969
	Iteration 31Q: 3 clusters Score -1886336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -1886346.375000 Penalty: 4841.542969
	Iteration 32Q: 3 clusters Score -1886346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -1886352.250000 Penalty: 4841.542969
	Iteration 33Q: 3 clusters Score -1886352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -1886355.250000 Penalty: 4841.542969
	Iteration 34Q: 3 clusters Score -1886355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -1886359.000000 Penalty: 4841.542969
	Iteration 35Q: 3 clusters Score -1886359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -1886360.375000 Penalty: 4841.542969
	Iteration 36Q: 3 clusters Score -1886360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -1886365.750000 Penalty: 4841.542969
	Iteration 37Q: 3 clusters Score -1886366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -1886364.000000 Penalty: 4841.542969
	Iteration 38Q: 3 clusters Score -1886364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -1886367.375000 Penalty: 4841.542969
	Iteration 39Q: 3 clusters Score -1886367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -1886368.250000 Penalty: 4841.542969
	Iteration 40F: 3 clusters Score -1886368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -1886368.750000 Penalty: 4841.542969
	Iteration 41Q: 3 clusters Score -1886369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -1886373.250000 Penalty: 4841.542969
	Iteration 42Q: 3 clusters Score -1886373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -1886376.250000 Penalty: 4841.542969
	Iteration 43Q: 3 clusters Score -1886376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -1886376.625000 Penalty: 4841.542969
	Iteration 44Q: 3 clusters Score -1886377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -1886379.375000 Penalty: 4841.542969
	Iteration 45Q: 3 clusters Score -1886379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -1886377.500000 Penalty: 4841.542969
	Iteration 46Q: 3 clusters Score -1886378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -1886377.875000 Penalty: 4841.542969
	Iteration 47Q: 3 clusters Score -1886378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -1886379.375000 Penalty: 4841.542969
	Iteration 48Q: 3 clusters Score -1886379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -1886379.375000 Penalty: 4841.542969
	Iteration 49F: 3 clusters Score -1886379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -15116.720703 Penalty: 1272.214844
	Iteration 0F: 2 clusters Score -15116.72 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 79 members 
Entering Unmasked Estep 
Score: -14087.567383 Penalty: 2544.429688
	Iteration 0F: 3 clusters Score -14087.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -14169.383789 Penalty: 2544.429688
	Iteration 1F: 3 clusters Score -14169.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -14178.675781 Penalty: 2544.429688
	Iteration 2Q: 3 clusters Score -14178.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -14178.675781 Penalty: 2544.429688
	Iteration 3F: 3 clusters Score -14178.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (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: -369595.281250 Penalty: 2015.229858
	Iteration 0F: 2 clusters Score -369595.3 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 1650 members 
Entering Unmasked Estep 
Score: -366109.875000 Penalty: 4030.459717
	Iteration 0F: 3 clusters Score -366109.9 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -366854.406250 Penalty: 4030.459717
	Iteration 1F: 3 clusters Score -366854.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -367031.843750 Penalty: 4030.459717
	Iteration 2F: 3 clusters Score -367031.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -367143.875000 Penalty: 4030.459717
	Iteration 3Q: 3 clusters Score -367143.9 nChanged 119
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: -367212.000000 Penalty: 4030.459717
	Iteration 4Q: 3 clusters Score -367212 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -367251.875000 Penalty: 4030.459717
	Iteration 5Q: 3 clusters Score -367251.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -367276.093750 Penalty: 4030.459717
	Iteration 6Q: 3 clusters Score -367276.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -367293.593750 Penalty: 4030.459717
	Iteration 7Q: 3 clusters Score -367293.6 nChanged 37
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: -367309.218750 Penalty: 4030.459717
	Iteration 8Q: 3 clusters Score -367309.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -367320.125000 Penalty: 4030.459717
	Iteration 9Q: 3 clusters Score -367320.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -367326.843750 Penalty: 4030.459717
	Iteration 10Q: 3 clusters Score -367326.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -367333.375000 Penalty: 4030.459717
	Iteration 11Q: 3 clusters Score -367333.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -367336.625000 Penalty: 4030.459717
	Iteration 12Q: 3 clusters Score -367336.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -367340.531250 Penalty: 4030.459717
	Iteration 13Q: 3 clusters Score -367340.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -367345.343750 Penalty: 4030.459717
	Iteration 14Q: 3 clusters Score -367345.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -367347.250000 Penalty: 4030.459717
	Iteration 15Q: 3 clusters Score -367347.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -367351.687500 Penalty: 4030.459717
	Iteration 16Q: 3 clusters Score -367351.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -367353.781250 Penalty: 4030.459717
	Iteration 17Q: 3 clusters Score -367353.8 nChanged 11
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: -367359.406250 Penalty: 4030.459717
	Iteration 18Q: 3 clusters Score -367359.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -367362.156250 Penalty: 4030.459717
	Iteration 19Q: 3 clusters Score -367362.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -367363.968750 Penalty: 4030.459717
	Iteration 20F: 3 clusters Score -367364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -367364.687500 Penalty: 4030.459717
	Iteration 21Q: 3 clusters Score -367364.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -367366.656250 Penalty: 4030.459717
	Iteration 22Q: 3 clusters Score -367366.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -367366.750000 Penalty: 4030.459717
	Iteration 23Q: 3 clusters Score -367366.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -367367.468750 Penalty: 4030.459717
	Iteration 24Q: 3 clusters Score -367367.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -367369.312500 Penalty: 4030.459717
	Iteration 25Q: 3 clusters Score -367369.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -367369.343750 Penalty: 4030.459717
	Iteration 26Q: 3 clusters Score -367369.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -367369.625000 Penalty: 4030.459717
	Iteration 27Q: 3 clusters Score -367369.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -367370.375000 Penalty: 4030.459717
	Iteration 28Q: 3 clusters Score -367370.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -367371.437500 Penalty: 4030.459717
	Iteration 29Q: 3 clusters Score -367371.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -367371.437500 Penalty: 4030.459717
	Iteration 30F: 3 clusters Score -367371.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 20749 members 
Mstep: Class 3 contains 18906 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34681 members 
Mstep: Class 9 contains 7134 members 
Mstep: Class 10 contains 11182 members 
Mstep: Class 11 contains 31934 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19044 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7652 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10640 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9348 members 
Mstep: Class 26 contains 6115 members 
Mstep: Class 27 contains 8832 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6949 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4367 members 
Mstep: Class 34 contains 2515 members 
Mstep: Class 35 contains 5330 members 
Mstep: Class 36 contains 8480 members 
Mstep: Class 37 contains 7462 members 
Mstep: Class 38 contains 26846 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11071 members 
Mstep: Class 44 contains 5509 members 
Mstep: Class 45 contains 25470 members 
Mstep: Class 46 contains 16613 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13646 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5027 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28362 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774828.000000 Penalty: 189167.531250
Iteration 239Q: 58 clusters Score -6.477483e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 20746 members 
Mstep: Class 3 contains 18909 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34680 members 
Mstep: Class 9 contains 7130 members 
Mstep: Class 10 contains 11181 members 
Mstep: Class 11 contains 31931 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19042 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7651 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10643 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9348 members 
Mstep: Class 26 contains 6117 members 
Mstep: Class 27 contains 8832 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6949 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4372 members 
Mstep: Class 34 contains 2515 members 
Mstep: Class 35 contains 5329 members 
Mstep: Class 36 contains 8480 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26846 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11072 members 
Mstep: Class 44 contains 5509 members 
Mstep: Class 45 contains 25468 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13646 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5027 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28365 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774740.000000 Penalty: 189167.531250
Iteration 240F: 58 clusters Score -6.477474e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 20744 members 
Mstep: Class 3 contains 18907 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34679 members 
Mstep: Class 9 contains 7130 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31930 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19040 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7655 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10644 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9348 members 
Mstep: Class 26 contains 6120 members 
Mstep: Class 27 contains 8832 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6949 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4377 members 
Mstep: Class 34 contains 2515 members 
Mstep: Class 35 contains 5331 members 
Mstep: Class 36 contains 8479 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11071 members 
Mstep: Class 44 contains 5509 members 
Mstep: Class 45 contains 25463 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13644 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5027 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774820.000000 Penalty: 189167.531250
Iteration 241Q: 58 clusters Score -6.477482e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 20743 members 
Mstep: Class 3 contains 18908 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34679 members 
Mstep: Class 9 contains 7130 members 
Mstep: Class 10 contains 11179 members 
Mstep: Class 11 contains 31930 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19039 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7655 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10643 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29408 members 
Mstep: Class 25 contains 9348 members 
Mstep: Class 26 contains 6122 members 
Mstep: Class 27 contains 8832 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6949 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4384 members 
Mstep: Class 34 contains 2515 members 
Mstep: Class 35 contains 5332 members 
Mstep: Class 36 contains 8479 members 
Mstep: Class 37 contains 7463 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11076 members 
Mstep: Class 44 contains 5509 members 
Mstep: Class 45 contains 25454 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13638 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5027 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28368 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774808.000000 Penalty: 189167.531250
Iteration 242Q: 58 clusters Score -6.477481e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20742 members 
Mstep: Class 3 contains 18909 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34677 members 
Mstep: Class 9 contains 7130 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31928 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19038 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7655 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10643 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6125 members 
Mstep: Class 27 contains 8832 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6949 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4390 members 
Mstep: Class 34 contains 2515 members 
Mstep: Class 35 contains 5332 members 
Mstep: Class 36 contains 8479 members 
Mstep: Class 37 contains 7462 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11079 members 
Mstep: Class 44 contains 5509 members 
Mstep: Class 45 contains 25447 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13636 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5027 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774764.000000 Penalty: 189167.531250
Iteration 243Q: 58 clusters Score -6.477476e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20743 members 
Mstep: Class 3 contains 18907 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34674 members 
Mstep: Class 9 contains 7130 members 
Mstep: Class 10 contains 11179 members 
Mstep: Class 11 contains 31930 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19036 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7656 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10642 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6124 members 
Mstep: Class 27 contains 8832 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6949 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4394 members 
Mstep: Class 34 contains 2515 members 
Mstep: Class 35 contains 5332 members 
Mstep: Class 36 contains 8479 members 
Mstep: Class 37 contains 7463 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11082 members 
Mstep: Class 44 contains 5509 members 
Mstep: Class 45 contains 25446 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13636 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5026 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774816.000000 Penalty: 189167.531250
Iteration 244Q: 58 clusters Score -6.477482e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20743 members 
Mstep: Class 3 contains 18907 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34670 members 
Mstep: Class 9 contains 7130 members 
Mstep: Class 10 contains 11179 members 
Mstep: Class 11 contains 31930 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19036 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7652 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10640 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6126 members 
Mstep: Class 27 contains 8832 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6949 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4399 members 
Mstep: Class 34 contains 2515 members 
Mstep: Class 35 contains 5332 members 
Mstep: Class 36 contains 8479 members 
Mstep: Class 37 contains 7463 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11082 members 
Mstep: Class 44 contains 5509 members 
Mstep: Class 45 contains 25446 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13639 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5026 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774808.000000 Penalty: 189167.531250
Iteration 245Q: 58 clusters Score -6.477481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20743 members 
Mstep: Class 3 contains 18906 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34671 members 
Mstep: Class 9 contains 7130 members 
Mstep: Class 10 contains 11179 members 
Mstep: Class 11 contains 31930 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19036 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7651 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10639 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6129 members 
Mstep: Class 27 contains 8832 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6949 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4398 members 
Mstep: Class 34 contains 2515 members 
Mstep: Class 35 contains 5332 members 
Mstep: Class 36 contains 8479 members 
Mstep: Class 37 contains 7463 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11083 members 
Mstep: Class 44 contains 5509 members 
Mstep: Class 45 contains 25443 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13641 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5026 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774808.000000 Penalty: 189167.531250
Iteration 246Q: 58 clusters Score -6.477481e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 20743 members 
Mstep: Class 3 contains 18903 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34670 members 
Mstep: Class 9 contains 7127 members 
Mstep: Class 10 contains 11179 members 
Mstep: Class 11 contains 31930 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19036 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7652 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10639 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6133 members 
Mstep: Class 27 contains 8832 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6949 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4397 members 
Mstep: Class 34 contains 2515 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8479 members 
Mstep: Class 37 contains 7463 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11083 members 
Mstep: Class 44 contains 5509 members 
Mstep: Class 45 contains 25444 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13641 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5026 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774856.000000 Penalty: 189167.531250
Iteration 247Q: 58 clusters Score -6.477486e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 20742 members 
Mstep: Class 3 contains 18903 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34668 members 
Mstep: Class 9 contains 7127 members 
Mstep: Class 10 contains 11179 members 
Mstep: Class 11 contains 31930 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19036 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7653 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10640 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6133 members 
Mstep: Class 27 contains 8831 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4398 members 
Mstep: Class 34 contains 2514 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8479 members 
Mstep: Class 37 contains 7463 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11085 members 
Mstep: Class 44 contains 5509 members 
Mstep: Class 45 contains 25444 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13641 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5026 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774832.000000 Penalty: 189167.531250
Iteration 248Q: 58 clusters Score -6.477483e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 20743 members 
Mstep: Class 3 contains 18903 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34665 members 
Mstep: Class 9 contains 7127 members 
Mstep: Class 10 contains 11179 members 
Mstep: Class 11 contains 31931 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19035 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7654 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10640 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6133 members 
Mstep: Class 27 contains 8831 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4398 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8479 members 
Mstep: Class 37 contains 7463 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11085 members 
Mstep: Class 44 contains 5509 members 
Mstep: Class 45 contains 25444 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13644 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5026 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774792.000000 Penalty: 189167.531250
Iteration 249Q: 58 clusters Score -6.477479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 20743 members 
Mstep: Class 3 contains 18903 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34664 members 
Mstep: Class 9 contains 7127 members 
Mstep: Class 10 contains 11179 members 
Mstep: Class 11 contains 31931 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19035 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7653 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10640 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6133 members 
Mstep: Class 27 contains 8831 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4398 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8479 members 
Mstep: Class 37 contains 7463 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11085 members 
Mstep: Class 44 contains 5509 members 
Mstep: Class 45 contains 25444 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13646 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5026 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774780.000000 Penalty: 189167.531250
Iteration 250Q: 58 clusters Score -6.477478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 20743 members 
Mstep: Class 3 contains 18903 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34664 members 
Mstep: Class 9 contains 7127 members 
Mstep: Class 10 contains 11179 members 
Mstep: Class 11 contains 31928 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19035 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7652 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10640 members 
Mstep: Class 21 contains 13461 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6132 members 
Mstep: Class 27 contains 8831 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4404 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8479 members 
Mstep: Class 37 contains 7463 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11085 members 
Mstep: Class 44 contains 5508 members 
Mstep: Class 45 contains 25444 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13649 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5024 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774776.000000 Penalty: 189167.531250
Iteration 251Q: 58 clusters Score -6.477478e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 20743 members 
Mstep: Class 3 contains 18903 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34664 members 
Mstep: Class 9 contains 7127 members 
Mstep: Class 10 contains 11179 members 
Mstep: Class 11 contains 31927 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19036 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7652 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10640 members 
Mstep: Class 21 contains 13461 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6131 members 
Mstep: Class 27 contains 8831 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4405 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8479 members 
Mstep: Class 37 contains 7463 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11085 members 
Mstep: Class 44 contains 5507 members 
Mstep: Class 45 contains 25442 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13655 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5021 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774820.000000 Penalty: 189167.531250
Iteration 252Q: 58 clusters Score -6.477482e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 20743 members 
Mstep: Class 3 contains 18903 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 7127 members 
Mstep: Class 10 contains 11179 members 
Mstep: Class 11 contains 31926 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19035 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7653 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10640 members 
Mstep: Class 21 contains 13461 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6131 members 
Mstep: Class 27 contains 8831 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4404 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8478 members 
Mstep: Class 37 contains 7463 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11085 members 
Mstep: Class 44 contains 5508 members 
Mstep: Class 45 contains 25441 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13661 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5019 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774796.000000 Penalty: 189167.531250
Iteration 253Q: 58 clusters Score -6.47748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 20743 members 
Mstep: Class 3 contains 18903 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34664 members 
Mstep: Class 9 contains 7127 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31926 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19034 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7653 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10640 members 
Mstep: Class 21 contains 13461 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6131 members 
Mstep: Class 27 contains 8831 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4402 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8477 members 
Mstep: Class 37 contains 7463 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11086 members 
Mstep: Class 44 contains 5508 members 
Mstep: Class 45 contains 25441 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13664 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5017 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774816.000000 Penalty: 189167.531250
Iteration 254Q: 58 clusters Score -6.477482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 20743 members 
Mstep: Class 3 contains 18903 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 7127 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31926 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19034 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7653 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10640 members 
Mstep: Class 21 contains 13461 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6131 members 
Mstep: Class 27 contains 8831 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4403 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8477 members 
Mstep: Class 37 contains 7463 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11087 members 
Mstep: Class 44 contains 5508 members 
Mstep: Class 45 contains 25441 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13666 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5014 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774780.000000 Penalty: 189167.531250
Iteration 255Q: 58 clusters Score -6.477478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 20743 members 
Mstep: Class 3 contains 18903 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34664 members 
Mstep: Class 9 contains 7127 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31925 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19034 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7653 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10640 members 
Mstep: Class 21 contains 13461 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6131 members 
Mstep: Class 27 contains 8830 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4402 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8475 members 
Mstep: Class 37 contains 7463 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11087 members 
Mstep: Class 44 contains 5509 members 
Mstep: Class 45 contains 25441 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13670 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5013 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774788.000000 Penalty: 189167.531250
Iteration 256Q: 58 clusters Score -6.477479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 20743 members 
Mstep: Class 3 contains 18903 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34664 members 
Mstep: Class 9 contains 7127 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31925 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19033 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7654 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10640 members 
Mstep: Class 21 contains 13461 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6131 members 
Mstep: Class 27 contains 8830 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6947 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4403 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8475 members 
Mstep: Class 37 contains 7463 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11088 members 
Mstep: Class 44 contains 5509 members 
Mstep: Class 45 contains 25441 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13669 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5013 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774792.000000 Penalty: 189167.531250
Iteration 257Q: 58 clusters Score -6.477479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 20743 members 
Mstep: Class 3 contains 18903 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34665 members 
Mstep: Class 9 contains 7127 members 
Mstep: Class 10 contains 11179 members 
Mstep: Class 11 contains 31924 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19031 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7657 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10640 members 
Mstep: Class 21 contains 13461 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6131 members 
Mstep: Class 27 contains 8830 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4404 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8474 members 
Mstep: Class 37 contains 7463 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11088 members 
Mstep: Class 44 contains 5509 members 
Mstep: Class 45 contains 25439 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13670 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5013 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774768.000000 Penalty: 189167.531250
Iteration 258Q: 58 clusters Score -6.477477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 20743 members 
Mstep: Class 3 contains 18902 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34665 members 
Mstep: Class 9 contains 7127 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31924 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19030 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7658 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10640 members 
Mstep: Class 21 contains 13461 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6131 members 
Mstep: Class 27 contains 8830 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4404 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8473 members 
Mstep: Class 37 contains 7462 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11090 members 
Mstep: Class 44 contains 5509 members 
Mstep: Class 45 contains 25437 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13672 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5013 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774812.000000 Penalty: 189167.531250
Iteration 259Q: 58 clusters Score -6.477481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 20743 members 
Mstep: Class 3 contains 18902 members 
Mstep: Class 4 contains 5003 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34665 members 
Mstep: Class 9 contains 7127 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31924 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19029 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7659 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10640 members 
Mstep: Class 21 contains 13461 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6131 members 
Mstep: Class 27 contains 8829 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4405 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8472 members 
Mstep: Class 37 contains 7462 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11091 members 
Mstep: Class 44 contains 5509 members 
Mstep: Class 45 contains 25437 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13673 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5013 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774820.000000 Penalty: 189167.531250
Iteration 260F: 58 clusters Score -6.477482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 20743 members 
Mstep: Class 3 contains 18901 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34666 members 
Mstep: Class 9 contains 7127 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31924 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19028 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7660 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10640 members 
Mstep: Class 21 contains 13461 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8829 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4408 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8472 members 
Mstep: Class 37 contains 7462 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11092 members 
Mstep: Class 44 contains 5509 members 
Mstep: Class 45 contains 25437 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13671 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5013 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774816.000000 Penalty: 189167.531250
Iteration 261Q: 58 clusters Score -6.477482e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 20743 members 
Mstep: Class 3 contains 18901 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34667 members 
Mstep: Class 9 contains 7127 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31924 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19027 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7660 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10640 members 
Mstep: Class 21 contains 13460 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8829 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4410 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8472 members 
Mstep: Class 37 contains 7462 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11092 members 
Mstep: Class 44 contains 5510 members 
Mstep: Class 45 contains 25435 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13671 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5013 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774824.000000 Penalty: 189167.531250
Iteration 262Q: 58 clusters Score -6.477482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 20743 members 
Mstep: Class 3 contains 18900 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34667 members 
Mstep: Class 9 contains 7127 members 
Mstep: Class 10 contains 11181 members 
Mstep: Class 11 contains 31924 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19026 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7659 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10640 members 
Mstep: Class 21 contains 13460 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4412 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8472 members 
Mstep: Class 37 contains 7462 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11093 members 
Mstep: Class 44 contains 5511 members 
Mstep: Class 45 contains 25435 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13671 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5012 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774748.000000 Penalty: 189167.531250
Iteration 263Q: 58 clusters Score -6.477475e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 20743 members 
Mstep: Class 3 contains 18900 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34666 members 
Mstep: Class 9 contains 7127 members 
Mstep: Class 10 contains 11181 members 
Mstep: Class 11 contains 31924 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19026 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7659 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10640 members 
Mstep: Class 21 contains 13460 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 2512 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8472 members 
Mstep: Class 37 contains 7462 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11094 members 
Mstep: Class 44 contains 5511 members 
Mstep: Class 45 contains 25434 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13671 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5012 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774716.000000 Penalty: 189167.531250
Iteration 264Q: 58 clusters Score -6.477472e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 20743 members 
Mstep: Class 3 contains 18900 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34664 members 
Mstep: Class 9 contains 7127 members 
Mstep: Class 10 contains 11181 members 
Mstep: Class 11 contains 31924 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19025 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7659 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10640 members 
Mstep: Class 21 contains 13460 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4416 members 
Mstep: Class 34 contains 2511 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8471 members 
Mstep: Class 37 contains 7462 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11096 members 
Mstep: Class 44 contains 5511 members 
Mstep: Class 45 contains 25434 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13673 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5011 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774704.000000 Penalty: 189167.531250
Iteration 265Q: 58 clusters Score -6.47747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 20743 members 
Mstep: Class 3 contains 18900 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34662 members 
Mstep: Class 9 contains 7127 members 
Mstep: Class 10 contains 11181 members 
Mstep: Class 11 contains 31925 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19023 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7660 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10640 members 
Mstep: Class 21 contains 13460 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4420 members 
Mstep: Class 34 contains 2511 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8471 members 
Mstep: Class 37 contains 7462 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11096 members 
Mstep: Class 44 contains 5511 members 
Mstep: Class 45 contains 25432 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13673 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5011 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774716.000000 Penalty: 189167.531250
Iteration 266Q: 58 clusters Score -6.477472e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 20743 members 
Mstep: Class 3 contains 18899 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 7127 members 
Mstep: Class 10 contains 11181 members 
Mstep: Class 11 contains 31924 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19023 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7662 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10640 members 
Mstep: Class 21 contains 13460 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6129 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4421 members 
Mstep: Class 34 contains 2511 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8471 members 
Mstep: Class 37 contains 7462 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11099 members 
Mstep: Class 44 contains 5511 members 
Mstep: Class 45 contains 25429 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13672 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5011 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774736.000000 Penalty: 189167.531250
Iteration 267Q: 58 clusters Score -6.477474e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 20743 members 
Mstep: Class 3 contains 18899 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 7126 members 
Mstep: Class 10 contains 11181 members 
Mstep: Class 11 contains 31924 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19022 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7665 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10641 members 
Mstep: Class 21 contains 13460 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6947 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4423 members 
Mstep: Class 34 contains 2511 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8471 members 
Mstep: Class 37 contains 7462 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11100 members 
Mstep: Class 44 contains 5510 members 
Mstep: Class 45 contains 25426 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13671 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5011 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774724.000000 Penalty: 189167.531250
Iteration 268Q: 58 clusters Score -6.477472e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 20742 members 
Mstep: Class 3 contains 18899 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 7126 members 
Mstep: Class 10 contains 11181 members 
Mstep: Class 11 contains 31923 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19018 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7670 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10641 members 
Mstep: Class 21 contains 13460 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6131 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6947 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4423 members 
Mstep: Class 34 contains 2511 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8471 members 
Mstep: Class 37 contains 7462 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11103 members 
Mstep: Class 44 contains 5509 members 
Mstep: Class 45 contains 25424 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13671 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5011 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774732.000000 Penalty: 189167.531250
Iteration 269Q: 58 clusters Score -6.477473e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20742 members 
Mstep: Class 3 contains 18898 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34662 members 
Mstep: Class 9 contains 7125 members 
Mstep: Class 10 contains 11181 members 
Mstep: Class 11 contains 31923 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19016 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7672 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10642 members 
Mstep: Class 21 contains 13460 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4424 members 
Mstep: Class 34 contains 2511 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8472 members 
Mstep: Class 37 contains 7462 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11106 members 
Mstep: Class 44 contains 5510 members 
Mstep: Class 45 contains 25424 members 
Mstep: Class 46 contains 16614 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13668 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5011 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774732.000000 Penalty: 189167.531250
Iteration 270Q: 58 clusters Score -6.477473e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20742 members 
Mstep: Class 3 contains 18898 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 7124 members 
Mstep: Class 10 contains 11181 members 
Mstep: Class 11 contains 31922 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19014 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7679 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10642 members 
Mstep: Class 21 contains 13460 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6131 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14135 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4425 members 
Mstep: Class 34 contains 2511 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8471 members 
Mstep: Class 37 contains 7462 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11107 members 
Mstep: Class 44 contains 5513 members 
Mstep: Class 45 contains 25421 members 
Mstep: Class 46 contains 16613 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13663 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5011 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774756.000000 Penalty: 189167.531250
Iteration 271Q: 58 clusters Score -6.477476e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20742 members 
Mstep: Class 3 contains 18898 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 7123 members 
Mstep: Class 10 contains 11181 members 
Mstep: Class 11 contains 31921 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19015 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7678 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10642 members 
Mstep: Class 21 contains 13460 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29409 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6131 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4426 members 
Mstep: Class 34 contains 2510 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8471 members 
Mstep: Class 37 contains 7462 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11108 members 
Mstep: Class 44 contains 5514 members 
Mstep: Class 45 contains 25423 members 
Mstep: Class 46 contains 16613 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13662 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5011 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774792.000000 Penalty: 189167.531250
Iteration 272Q: 58 clusters Score -6.477479e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20742 members 
Mstep: Class 3 contains 18898 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34664 members 
Mstep: Class 9 contains 7124 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31920 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19015 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7677 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10641 members 
Mstep: Class 21 contains 13460 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4425 members 
Mstep: Class 34 contains 2509 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8471 members 
Mstep: Class 37 contains 7462 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11109 members 
Mstep: Class 44 contains 5516 members 
Mstep: Class 45 contains 25424 members 
Mstep: Class 46 contains 16612 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13664 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5010 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774832.000000 Penalty: 189167.531250
Iteration 273Q: 58 clusters Score -6.477483e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20742 members 
Mstep: Class 3 contains 18898 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34664 members 
Mstep: Class 9 contains 7124 members 
Mstep: Class 10 contains 11181 members 
Mstep: Class 11 contains 31920 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19013 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7679 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10641 members 
Mstep: Class 21 contains 13460 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4425 members 
Mstep: Class 34 contains 2509 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8471 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11109 members 
Mstep: Class 44 contains 5517 members 
Mstep: Class 45 contains 25423 members 
Mstep: Class 46 contains 16612 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13668 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5007 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774808.000000 Penalty: 189167.531250
Iteration 274Q: 58 clusters Score -6.477481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20742 members 
Mstep: Class 3 contains 18898 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34664 members 
Mstep: Class 9 contains 7124 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31920 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19013 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7681 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10641 members 
Mstep: Class 21 contains 13460 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4424 members 
Mstep: Class 34 contains 2509 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8471 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11109 members 
Mstep: Class 44 contains 5518 members 
Mstep: Class 45 contains 25423 members 
Mstep: Class 46 contains 16612 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13667 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5007 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774808.000000 Penalty: 189167.531250
Iteration 275Q: 58 clusters Score -6.477481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20742 members 
Mstep: Class 3 contains 18898 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34664 members 
Mstep: Class 9 contains 7124 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31920 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19013 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7680 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10641 members 
Mstep: Class 21 contains 13461 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4423 members 
Mstep: Class 34 contains 2509 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8471 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11110 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25423 members 
Mstep: Class 46 contains 16612 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13666 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5007 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774804.000000 Penalty: 189167.531250
Iteration 276Q: 58 clusters Score -6.47748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18898 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34664 members 
Mstep: Class 9 contains 7124 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31920 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19013 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7679 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10641 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4422 members 
Mstep: Class 34 contains 2509 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8471 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11112 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25423 members 
Mstep: Class 46 contains 16612 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13666 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5007 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774812.000000 Penalty: 189167.531250
Iteration 277Q: 58 clusters Score -6.477481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18898 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34664 members 
Mstep: Class 9 contains 7124 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31920 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19011 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7679 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10641 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4422 members 
Mstep: Class 34 contains 2509 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8471 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11114 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25423 members 
Mstep: Class 46 contains 16612 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13666 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5007 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774816.000000 Penalty: 189167.531250
Iteration 278Q: 58 clusters Score -6.477482e+07 nChanged 4
Entering ConstructFrom: 
Score: -64774816.000000 Penalty: 189167.531250
Entering ConstructFrom: 
Trying to split cluster 1 (14292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Entering Unmasked Estep 
Score: -1538644.500000 Penalty: 2372.729004
	Iteration 0F: 2 clusters Score -1538644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1528261.000000 Penalty: 4745.458008
	Iteration 0F: 3 clusters Score -1528261 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1531733.125000 Penalty: 4745.458008
	Iteration 1F: 3 clusters Score -1531733 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1532131.500000 Penalty: 4745.458008
	Iteration 2F: 3 clusters Score -1532132 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1532466.750000 Penalty: 4745.458008
	Iteration 3F: 3 clusters Score -1532467 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1532826.125000 Penalty: 4745.458008
	Iteration 4Q: 3 clusters Score -1532826 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1533259.500000 Penalty: 4745.458008
	Iteration 5F: 3 clusters Score -1533260 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1533725.125000 Penalty: 4745.458008
	Iteration 6F: 3 clusters Score -1533725 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1534221.750000 Penalty: 4745.458008
	Iteration 7F: 3 clusters Score -1534222 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1534734.375000 Penalty: 4745.458008
	Iteration 8Q: 3 clusters Score -1534734 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1535219.500000 Penalty: 4745.458008
	Iteration 9Q: 3 clusters Score -1535220 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1535654.375000 Penalty: 4745.458008
	Iteration 10Q: 3 clusters Score -1535654 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1535980.875000 Penalty: 4745.458008
	Iteration 11Q: 3 clusters Score -1535981 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1536227.125000 Penalty: 4745.458008
	Iteration 12Q: 3 clusters Score -1536227 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1536409.125000 Penalty: 4745.458008
	Iteration 13Q: 3 clusters Score -1536409 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1536539.625000 Penalty: 4745.458008
	Iteration 14Q: 3 clusters Score -1536540 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1536636.375000 Penalty: 4745.458008
	Iteration 15Q: 3 clusters Score -1536636 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1536695.750000 Penalty: 4745.458008
	Iteration 16Q: 3 clusters Score -1536696 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1536743.125000 Penalty: 4745.458008
	Iteration 17Q: 3 clusters Score -1536743 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1536783.250000 Penalty: 4745.458008
	Iteration 18Q: 3 clusters Score -1536783 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1536817.125000 Penalty: 4745.458008
	Iteration 19Q: 3 clusters Score -1536817 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1536852.125000 Penalty: 4745.458008
	Iteration 20F: 3 clusters Score -1536852 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1536890.875000 Penalty: 4745.458008
	Iteration 21Q: 3 clusters Score -1536891 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1536918.500000 Penalty: 4745.458008
	Iteration 22Q: 3 clusters Score -1536918 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1536935.125000 Penalty: 4745.458008
	Iteration 23Q: 3 clusters Score -1536935 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1536943.250000 Penalty: 4745.458008
	Iteration 24Q: 3 clusters Score -1536943 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1536957.625000 Penalty: 4745.458008
	Iteration 25Q: 3 clusters Score -1536958 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1536976.000000 Penalty: 4745.458008
	Iteration 26Q: 3 clusters Score -1536976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1536985.750000 Penalty: 4745.458008
	Iteration 27Q: 3 clusters Score -1536986 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1536994.500000 Penalty: 4745.458008
	Iteration 28Q: 3 clusters Score -1536994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1537005.125000 Penalty: 4745.458008
	Iteration 29Q: 3 clusters Score -1537005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1537010.000000 Penalty: 4745.458008
	Iteration 30Q: 3 clusters Score -1537010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1537013.875000 Penalty: 4745.458008
	Iteration 31Q: 3 clusters Score -1537014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1537018.375000 Penalty: 4745.458008
	Iteration 32Q: 3 clusters Score -1537018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1537021.250000 Penalty: 4745.458008
	Iteration 33Q: 3 clusters Score -1537021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1537025.875000 Penalty: 4745.458008
	Iteration 34Q: 3 clusters Score -1537026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1537030.250000 Penalty: 4745.458008
	Iteration 35Q: 3 clusters Score -1537030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1537029.750000 Penalty: 4745.458008
	Iteration 36Q: 3 clusters Score -1537030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1537030.750000 Penalty: 4745.458008
	Iteration 37Q: 3 clusters Score -1537031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1537034.000000 Penalty: 4745.458008
	Iteration 38Q: 3 clusters Score -1537034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1537035.750000 Penalty: 4745.458008
	Iteration 39Q: 3 clusters Score -1537036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1537037.750000 Penalty: 4745.458008
	Iteration 40F: 3 clusters Score -1537038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1537037.875000 Penalty: 4745.458008
	Iteration 41Q: 3 clusters Score -1537038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1537039.750000 Penalty: 4745.458008
	Iteration 42Q: 3 clusters Score -1537040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1537041.250000 Penalty: 4745.458008
	Iteration 43Q: 3 clusters Score -1537041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1537041.875000 Penalty: 4745.458008
	Iteration 44Q: 3 clusters Score -1537042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1537040.750000 Penalty: 4745.458008
	Iteration 45Q: 3 clusters Score -1537041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1537040.750000 Penalty: 4745.458008
	Iteration 46F: 3 clusters Score -1537041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Entering Unmasked Estep 
Score: -2225525.250000 Penalty: 2465.087158
	Iteration 0F: 2 clusters Score -2225525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2210918.000000 Penalty: 4930.174316
	Iteration 0F: 3 clusters Score -2210918 nChanged 9163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2215908.500000 Penalty: 4930.174316
	Iteration 1F: 3 clusters Score -2215908 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2216344.000000 Penalty: 4930.174316
	Iteration 2F: 3 clusters Score -2216344 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2216724.750000 Penalty: 4930.174316
	Iteration 3Q: 3 clusters Score -2216725 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2217065.500000 Penalty: 4930.174316
	Iteration 4Q: 3 clusters Score -2217066 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2217375.500000 Penalty: 4930.174316
	Iteration 5Q: 3 clusters Score -2217376 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2217638.000000 Penalty: 4930.174316
	Iteration 6Q: 3 clusters Score -2217638 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2217935.000000 Penalty: 4930.174316
	Iteration 7Q: 3 clusters Score -2217935 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2218255.750000 Penalty: 4930.174316
	Iteration 8Q: 3 clusters Score -2218256 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -2218575.000000 Penalty: 4930.174316
	Iteration 9Q: 3 clusters Score -2218575 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2218936.000000 Penalty: 4930.174316
	Iteration 10Q: 3 clusters Score -2218936 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2219293.250000 Penalty: 4930.174316
	Iteration 11Q: 3 clusters Score -2219293 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2219681.250000 Penalty: 4930.174316
	Iteration 12Q: 3 clusters Score -2219681 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2220094.500000 Penalty: 4930.174316
	Iteration 13Q: 3 clusters Score -2220094 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2220517.250000 Penalty: 4930.174316
	Iteration 14Q: 3 clusters Score -2220517 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2220894.500000 Penalty: 4930.174316
	Iteration 15Q: 3 clusters Score -2220894 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -2221143.000000 Penalty: 4930.174316
	Iteration 16Q: 3 clusters Score -2221143 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2221327.750000 Penalty: 4930.174316
	Iteration 17Q: 3 clusters Score -2221328 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2221467.250000 Penalty: 4930.174316
	Iteration 18Q: 3 clusters Score -2221467 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -2221585.000000 Penalty: 4930.174316
	Iteration 19Q: 3 clusters Score -2221585 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -2221701.500000 Penalty: 4930.174316
	Iteration 20F: 3 clusters Score -2221702 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -2221813.750000 Penalty: 4930.174316
	Iteration 21Q: 3 clusters Score -2221814 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2221932.000000 Penalty: 4930.174316
	Iteration 22Q: 3 clusters Score -2221932 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2222051.250000 Penalty: 4930.174316
	Iteration 23Q: 3 clusters Score -2222051 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -2222145.000000 Penalty: 4930.174316
	Iteration 24Q: 3 clusters Score -2222145 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2222270.750000 Penalty: 4930.174316
	Iteration 25Q: 3 clusters Score -2222271 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -2222400.500000 Penalty: 4930.174316
	Iteration 26Q: 3 clusters Score -2222400 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2222560.750000 Penalty: 4930.174316
	Iteration 27Q: 3 clusters Score -2222561 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -2222748.250000 Penalty: 4930.174316
	Iteration 28Q: 3 clusters Score -2222748 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -2222958.250000 Penalty: 4930.174316
	Iteration 29Q: 3 clusters Score -2222958 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2223183.500000 Penalty: 4930.174316
	Iteration 30Q: 3 clusters Score -2223184 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2223396.500000 Penalty: 4930.174316
	Iteration 31Q: 3 clusters Score -2223396 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2223572.000000 Penalty: 4930.174316
	Iteration 32Q: 3 clusters Score -2223572 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2223720.500000 Penalty: 4930.174316
	Iteration 33Q: 3 clusters Score -2223720 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2223855.500000 Penalty: 4930.174316
	Iteration 34Q: 3 clusters Score -2223856 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2223961.500000 Penalty: 4930.174316
	Iteration 35Q: 3 clusters Score -2223962 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2224023.750000 Penalty: 4930.174316
	Iteration 36Q: 3 clusters Score -2224024 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2224078.750000 Penalty: 4930.174316
	Iteration 37Q: 3 clusters Score -2224079 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2224113.250000 Penalty: 4930.174316
	Iteration 38Q: 3 clusters Score -2224113 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2224142.250000 Penalty: 4930.174316
	Iteration 39Q: 3 clusters Score -2224142 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2224159.500000 Penalty: 4930.174316
	Iteration 40F: 3 clusters Score -2224160 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2224186.250000 Penalty: 4930.174316
	Iteration 41Q: 3 clusters Score -2224186 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2224203.500000 Penalty: 4930.174316
	Iteration 42Q: 3 clusters Score -2224204 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2224208.250000 Penalty: 4930.174316
	Iteration 43Q: 3 clusters Score -2224208 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2224225.250000 Penalty: 4930.174316
	Iteration 44Q: 3 clusters Score -2224225 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2224245.750000 Penalty: 4930.174316
	Iteration 45Q: 3 clusters Score -2224246 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2224259.500000 Penalty: 4930.174316
	Iteration 46Q: 3 clusters Score -2224260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2224270.000000 Penalty: 4930.174316
	Iteration 47Q: 3 clusters Score -2224270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2224271.250000 Penalty: 4930.174316
	Iteration 48Q: 3 clusters Score -2224271 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2224282.250000 Penalty: 4930.174316
	Iteration 49Q: 3 clusters Score -2224282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2224286.750000 Penalty: 4930.174316
	Iteration 50Q: 3 clusters Score -2224287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2224288.750000 Penalty: 4930.174316
	Iteration 51Q: 3 clusters Score -2224289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2224286.250000 Penalty: 4930.174316
	Iteration 52Q: 3 clusters Score -2224286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2224285.250000 Penalty: 4930.174316
	Iteration 53Q: 3 clusters Score -2224285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2224285.250000 Penalty: 4930.174316
	Iteration 54Q: 3 clusters Score -2224285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2224286.000000 Penalty: 4930.174316
	Iteration 55Q: 3 clusters Score -2224286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2224283.750000 Penalty: 4930.174316
	Iteration 56Q: 3 clusters Score -2224284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2224286.500000 Penalty: 4930.174316
	Iteration 57Q: 3 clusters Score -2224286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2224290.250000 Penalty: 4930.174316
	Iteration 58Q: 3 clusters Score -2224290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2224289.250000 Penalty: 4930.174316
	Iteration 59Q: 3 clusters Score -2224289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2224287.500000 Penalty: 4930.174316
	Iteration 60F: 3 clusters Score -2224288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2224290.500000 Penalty: 4930.174316
	Iteration 61Q: 3 clusters Score -2224290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2224290.500000 Penalty: 4930.174316
	Iteration 62Q: 3 clusters Score -2224290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2224288.250000 Penalty: 4930.174316
	Iteration 63Q: 3 clusters Score -2224288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2224290.250000 Penalty: 4930.174316
	Iteration 64Q: 3 clusters Score -2224290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2224290.500000 Penalty: 4930.174316
	Iteration 65Q: 3 clusters Score -2224290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2224290.500000 Penalty: 4930.174316
	Iteration 66F: 3 clusters Score -2224290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Entering Unmasked Estep 
Score: -1854773.375000 Penalty: 2442.009277
	Iteration 0F: 2 clusters Score -1854773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1841390.000000 Penalty: 4884.018555
	Iteration 0F: 3 clusters Score -1841390 nChanged 8385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1845927.000000 Penalty: 4884.018555
	Iteration 1F: 3 clusters Score -1845927 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1846453.000000 Penalty: 4884.018555
	Iteration 2F: 3 clusters Score -1846453 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1846877.750000 Penalty: 4884.018555
	Iteration 3F: 3 clusters Score -1846878 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1847298.875000 Penalty: 4884.018555
	Iteration 4Q: 3 clusters Score -1847299 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1847660.625000 Penalty: 4884.018555
	Iteration 5Q: 3 clusters Score -1847661 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1848008.125000 Penalty: 4884.018555
	Iteration 6Q: 3 clusters Score -1848008 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1848272.875000 Penalty: 4884.018555
	Iteration 7Q: 3 clusters Score -1848273 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1848459.125000 Penalty: 4884.018555
	Iteration 8Q: 3 clusters Score -1848459 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1848637.625000 Penalty: 4884.018555
	Iteration 9Q: 3 clusters Score -1848638 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1848758.875000 Penalty: 4884.018555
	Iteration 10Q: 3 clusters Score -1848759 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1848887.000000 Penalty: 4884.018555
	Iteration 11Q: 3 clusters Score -1848887 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1849027.875000 Penalty: 4884.018555
	Iteration 12Q: 3 clusters Score -1849028 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1849204.375000 Penalty: 4884.018555
	Iteration 13Q: 3 clusters Score -1849204 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1849398.375000 Penalty: 4884.018555
	Iteration 14Q: 3 clusters Score -1849398 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1849616.500000 Penalty: 4884.018555
	Iteration 15Q: 3 clusters Score -1849616 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1849854.875000 Penalty: 4884.018555
	Iteration 16Q: 3 clusters Score -1849855 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1850093.875000 Penalty: 4884.018555
	Iteration 17Q: 3 clusters Score -1850094 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1850335.250000 Penalty: 4884.018555
	Iteration 18Q: 3 clusters Score -1850335 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1850582.750000 Penalty: 4884.018555
	Iteration 19Q: 3 clusters Score -1850583 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1850815.625000 Penalty: 4884.018555
	Iteration 20F: 3 clusters Score -1850816 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1851031.250000 Penalty: 4884.018555
	Iteration 21Q: 3 clusters Score -1851031 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1851226.625000 Penalty: 4884.018555
	Iteration 22Q: 3 clusters Score -1851227 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1851435.375000 Penalty: 4884.018555
	Iteration 23Q: 3 clusters Score -1851435 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1851648.750000 Penalty: 4884.018555
	Iteration 24Q: 3 clusters Score -1851649 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1851832.250000 Penalty: 4884.018555
	Iteration 25Q: 3 clusters Score -1851832 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1852009.000000 Penalty: 4884.018555
	Iteration 26Q: 3 clusters Score -1852009 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1852187.250000 Penalty: 4884.018555
	Iteration 27Q: 3 clusters Score -1852187 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -1852341.875000 Penalty: 4884.018555
	Iteration 28Q: 3 clusters Score -1852342 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -1852465.250000 Penalty: 4884.018555
	Iteration 29Q: 3 clusters Score -1852465 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -1852566.375000 Penalty: 4884.018555
	Iteration 30Q: 3 clusters Score -1852566 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -1852640.375000 Penalty: 4884.018555
	Iteration 31Q: 3 clusters Score -1852640 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -1852698.625000 Penalty: 4884.018555
	Iteration 32Q: 3 clusters Score -1852699 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -1852743.375000 Penalty: 4884.018555
	Iteration 33Q: 3 clusters Score -1852743 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -1852786.625000 Penalty: 4884.018555
	Iteration 34Q: 3 clusters Score -1852787 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -1852824.000000 Penalty: 4884.018555
	Iteration 35Q: 3 clusters Score -1852824 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -1852858.500000 Penalty: 4884.018555
	Iteration 36Q: 3 clusters Score -1852858 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -1852886.375000 Penalty: 4884.018555
	Iteration 37Q: 3 clusters Score -1852886 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -1852901.250000 Penalty: 4884.018555
	Iteration 38Q: 3 clusters Score -1852901 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -1852915.000000 Penalty: 4884.018555
	Iteration 39Q: 3 clusters Score -1852915 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -1852926.500000 Penalty: 4884.018555
	Iteration 40F: 3 clusters Score -1852926 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -1852932.000000 Penalty: 4884.018555
	Iteration 41Q: 3 clusters Score -1852932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -1852943.250000 Penalty: 4884.018555
	Iteration 42Q: 3 clusters Score -1852943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -1852948.750000 Penalty: 4884.018555
	Iteration 43Q: 3 clusters Score -1852949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -1852955.000000 Penalty: 4884.018555
	Iteration 44Q: 3 clusters Score -1852955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -1852955.875000 Penalty: 4884.018555
	Iteration 45Q: 3 clusters Score -1852956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -1852957.125000 Penalty: 4884.018555
	Iteration 46Q: 3 clusters Score -1852957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -1852963.500000 Penalty: 4884.018555
	Iteration 47Q: 3 clusters Score -1852964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -1852964.125000 Penalty: 4884.018555
	Iteration 48Q: 3 clusters Score -1852964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -1852968.375000 Penalty: 4884.018555
	Iteration 49Q: 3 clusters Score -1852968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -1852973.875000 Penalty: 4884.018555
	Iteration 50Q: 3 clusters Score -1852974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -1852976.750000 Penalty: 4884.018555
	Iteration 51Q: 3 clusters Score -1852977 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -1852979.750000 Penalty: 4884.018555
	Iteration 52Q: 3 clusters Score -1852980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -1852979.500000 Penalty: 4884.018555
	Iteration 53Q: 3 clusters Score -1852980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -1852987.625000 Penalty: 4884.018555
	Iteration 54Q: 3 clusters Score -1852988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -1852989.875000 Penalty: 4884.018555
	Iteration 55Q: 3 clusters Score -1852990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -1852990.125000 Penalty: 4884.018555
	Iteration 56Q: 3 clusters Score -1852990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -1852989.125000 Penalty: 4884.018555
	Iteration 57Q: 3 clusters Score -1852989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -1852993.875000 Penalty: 4884.018555
	Iteration 58Q: 3 clusters Score -1852994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -1853003.125000 Penalty: 4884.018555
	Iteration 59Q: 3 clusters Score -1853003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -1853008.250000 Penalty: 4884.018555
	Iteration 60F: 3 clusters Score -1853008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -1853013.625000 Penalty: 4884.018555
	Iteration 61Q: 3 clusters Score -1853014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -1853018.500000 Penalty: 4884.018555
	Iteration 62Q: 3 clusters Score -1853018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -1853019.125000 Penalty: 4884.018555
	Iteration 63Q: 3 clusters Score -1853019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -1853017.750000 Penalty: 4884.018555
	Iteration 64Q: 3 clusters Score -1853018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -1853021.000000 Penalty: 4884.018555
	Iteration 65Q: 3 clusters Score -1853021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -1853023.250000 Penalty: 4884.018555
	Iteration 66Q: 3 clusters Score -1853023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -1853023.750000 Penalty: 4884.018555
	Iteration 67Q: 3 clusters Score -1853024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -1853024.500000 Penalty: 4884.018555
	Iteration 68Q: 3 clusters Score -1853024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -1853025.000000 Penalty: 4884.018555
	Iteration 69Q: 3 clusters Score -1853025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -1853025.750000 Penalty: 4884.018555
	Iteration 70Q: 3 clusters Score -1853026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -1853028.500000 Penalty: 4884.018555
	Iteration 71Q: 3 clusters Score -1853028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -1853031.375000 Penalty: 4884.018555
	Iteration 72Q: 3 clusters Score -1853031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -1853030.500000 Penalty: 4884.018555
	Iteration 73Q: 3 clusters Score -1853030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -1853030.625000 Penalty: 4884.018555
	Iteration 74Q: 3 clusters Score -1853031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -1853030.125000 Penalty: 4884.018555
	Iteration 75Q: 3 clusters Score -1853030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -1853030.125000 Penalty: 4884.018555
	Iteration 76F: 3 clusters Score -1853030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Entering Unmasked Estep 
Score: -549568.187500 Penalty: 2112.313477
	Iteration 0F: 2 clusters Score -549568.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -544991.625000 Penalty: 4224.626953
	Iteration 0F: 3 clusters Score -544991.6 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -546076.625000 Penalty: 4224.626953
	Iteration 1F: 3 clusters Score -546076.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -546302.812500 Penalty: 4224.626953
	Iteration 2F: 3 clusters Score -546302.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -546488.000000 Penalty: 4224.626953
	Iteration 3F: 3 clusters Score -546488 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -546642.500000 Penalty: 4224.626953
	Iteration 4Q: 3 clusters Score -546642.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -546778.875000 Penalty: 4224.626953
	Iteration 5Q: 3 clusters Score -546778.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -546894.187500 Penalty: 4224.626953
	Iteration 6Q: 3 clusters Score -546894.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -547017.000000 Penalty: 4224.626953
	Iteration 7Q: 3 clusters Score -547017 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -547136.812500 Penalty: 4224.626953
	Iteration 8Q: 3 clusters Score -547136.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -547273.812500 Penalty: 4224.626953
	Iteration 9Q: 3 clusters Score -547273.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -547398.937500 Penalty: 4224.626953
	Iteration 10Q: 3 clusters Score -547398.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -547490.312500 Penalty: 4224.626953
	Iteration 11Q: 3 clusters Score -547490.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -547567.750000 Penalty: 4224.626953
	Iteration 12Q: 3 clusters Score -547567.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -547640.062500 Penalty: 4224.626953
	Iteration 13Q: 3 clusters Score -547640.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -547698.000000 Penalty: 4224.626953
	Iteration 14Q: 3 clusters Score -547698 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -547742.500000 Penalty: 4224.626953
	Iteration 15Q: 3 clusters Score -547742.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -547772.562500 Penalty: 4224.626953
	Iteration 16Q: 3 clusters Score -547772.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -547802.625000 Penalty: 4224.626953
	Iteration 17Q: 3 clusters Score -547802.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -547822.937500 Penalty: 4224.626953
	Iteration 18Q: 3 clusters Score -547822.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -547835.687500 Penalty: 4224.626953
	Iteration 19Q: 3 clusters Score -547835.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -547848.312500 Penalty: 4224.626953
	Iteration 20F: 3 clusters Score -547848.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -547858.625000 Penalty: 4224.626953
	Iteration 21Q: 3 clusters Score -547858.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -547871.062500 Penalty: 4224.626953
	Iteration 22Q: 3 clusters Score -547871.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -547879.750000 Penalty: 4224.626953
	Iteration 23Q: 3 clusters Score -547879.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -547885.187500 Penalty: 4224.626953
	Iteration 24Q: 3 clusters Score -547885.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -547888.687500 Penalty: 4224.626953
	Iteration 25Q: 3 clusters Score -547888.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -547891.687500 Penalty: 4224.626953
	Iteration 26Q: 3 clusters Score -547891.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -547893.312500 Penalty: 4224.626953
	Iteration 27Q: 3 clusters Score -547893.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -547896.312500 Penalty: 4224.626953
	Iteration 28Q: 3 clusters Score -547896.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -547897.375000 Penalty: 4224.626953
	Iteration 29Q: 3 clusters Score -547897.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -547898.125000 Penalty: 4224.626953
	Iteration 30Q: 3 clusters Score -547898.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -547897.437500 Penalty: 4224.626953
	Iteration 31Q: 3 clusters Score -547897.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -547899.187500 Penalty: 4224.626953
	Iteration 32Q: 3 clusters Score -547899.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -547899.062500 Penalty: 4224.626953
	Iteration 33Q: 3 clusters Score -547899.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -547899.062500 Penalty: 4224.626953
	Iteration 34F: 3 clusters Score -547899.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Entering Unmasked Estep 
Score: -972174.125000 Penalty: 2260.966064
	Iteration 0F: 2 clusters Score -972174.1 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 4576 members 
Entering Unmasked Estep 
Score: -965113.812500 Penalty: 4521.932129
	Iteration 0F: 3 clusters Score -965113.8 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -967084.625000 Penalty: 4521.932129
	Iteration 1F: 3 clusters Score -967084.6 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -967390.375000 Penalty: 4521.932129
	Iteration 2F: 3 clusters Score -967390.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -967669.687500 Penalty: 4521.932129
	Iteration 3F: 3 clusters Score -967669.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -967923.437500 Penalty: 4521.932129
	Iteration 4Q: 3 clusters Score -967923.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -968190.937500 Penalty: 4521.932129
	Iteration 5Q: 3 clusters Score -968190.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -968449.500000 Penalty: 4521.932129
	Iteration 6Q: 3 clusters Score -968449.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -968680.250000 Penalty: 4521.932129
	Iteration 7Q: 3 clusters Score -968680.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -968874.187500 Penalty: 4521.932129
	Iteration 8Q: 3 clusters Score -968874.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -969044.625000 Penalty: 4521.932129
	Iteration 9Q: 3 clusters Score -969044.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -969189.312500 Penalty: 4521.932129
	Iteration 10Q: 3 clusters Score -969189.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -969316.437500 Penalty: 4521.932129
	Iteration 11Q: 3 clusters Score -969316.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -969427.062500 Penalty: 4521.932129
	Iteration 12Q: 3 clusters Score -969427.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -969545.000000 Penalty: 4521.932129
	Iteration 13Q: 3 clusters Score -969545 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -969665.312500 Penalty: 4521.932129
	Iteration 14Q: 3 clusters Score -969665.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -969766.750000 Penalty: 4521.932129
	Iteration 15Q: 3 clusters Score -969766.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -969869.062500 Penalty: 4521.932129
	Iteration 16Q: 3 clusters Score -969869.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -969967.062500 Penalty: 4521.932129
	Iteration 17Q: 3 clusters Score -969967.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -970054.625000 Penalty: 4521.932129
	Iteration 18Q: 3 clusters Score -970054.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -970146.187500 Penalty: 4521.932129
	Iteration 19Q: 3 clusters Score -970146.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -970239.375000 Penalty: 4521.932129
	Iteration 20F: 3 clusters Score -970239.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -970325.625000 Penalty: 4521.932129
	Iteration 21Q: 3 clusters Score -970325.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -970402.125000 Penalty: 4521.932129
	Iteration 22Q: 3 clusters Score -970402.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -970459.812500 Penalty: 4521.932129
	Iteration 23Q: 3 clusters Score -970459.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -970512.812500 Penalty: 4521.932129
	Iteration 24Q: 3 clusters Score -970512.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -970554.187500 Penalty: 4521.932129
	Iteration 25Q: 3 clusters Score -970554.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -970590.625000 Penalty: 4521.932129
	Iteration 26Q: 3 clusters Score -970590.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -970633.250000 Penalty: 4521.932129
	Iteration 27Q: 3 clusters Score -970633.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -970673.375000 Penalty: 4521.932129
	Iteration 28Q: 3 clusters Score -970673.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -970712.937500 Penalty: 4521.932129
	Iteration 29Q: 3 clusters Score -970712.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -970741.375000 Penalty: 4521.932129
	Iteration 30Q: 3 clusters Score -970741.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -970757.812500 Penalty: 4521.932129
	Iteration 31Q: 3 clusters Score -970757.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -970763.562500 Penalty: 4521.932129
	Iteration 32Q: 3 clusters Score -970763.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -970773.000000 Penalty: 4521.932129
	Iteration 33Q: 3 clusters Score -970773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -970778.750000 Penalty: 4521.932129
	Iteration 34Q: 3 clusters Score -970778.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -970787.437500 Penalty: 4521.932129
	Iteration 35Q: 3 clusters Score -970787.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -970793.312500 Penalty: 4521.932129
	Iteration 36Q: 3 clusters Score -970793.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -970795.250000 Penalty: 4521.932129
	Iteration 37Q: 3 clusters Score -970795.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -970796.187500 Penalty: 4521.932129
	Iteration 38Q: 3 clusters Score -970796.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -970798.437500 Penalty: 4521.932129
	Iteration 39Q: 3 clusters Score -970798.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -970798.437500 Penalty: 4521.932129
	Iteration 40F: 3 clusters Score -970798.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Entering Unmasked Estep 
Score: -249926.375000 Penalty: 1914.344238
	Iteration 0F: 2 clusters Score -249926.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -247153.609375 Penalty: 3828.688477
	Iteration 0F: 3 clusters Score -247153.6 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -247639.125000 Penalty: 3828.688477
	Iteration 1F: 3 clusters Score -247639.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -247769.546875 Penalty: 3828.688477
	Iteration 2F: 3 clusters Score -247769.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -247847.062500 Penalty: 3828.688477
	Iteration 3Q: 3 clusters Score -247847.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -247890.468750 Penalty: 3828.688477
	Iteration 4Q: 3 clusters Score -247890.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -247917.937500 Penalty: 3828.688477
	Iteration 5Q: 3 clusters Score -247917.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -247940.703125 Penalty: 3828.688477
	Iteration 6Q: 3 clusters Score -247940.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -247960.078125 Penalty: 3828.688477
	Iteration 7Q: 3 clusters Score -247960.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -247975.031250 Penalty: 3828.688477
	Iteration 8Q: 3 clusters Score -247975 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -247988.812500 Penalty: 3828.688477
	Iteration 9Q: 3 clusters Score -247988.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -247999.593750 Penalty: 3828.688477
	Iteration 10Q: 3 clusters Score -247999.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -248013.218750 Penalty: 3828.688477
	Iteration 11Q: 3 clusters Score -248013.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -248022.234375 Penalty: 3828.688477
	Iteration 12Q: 3 clusters Score -248022.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -248026.484375 Penalty: 3828.688477
	Iteration 13Q: 3 clusters Score -248026.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -248032.625000 Penalty: 3828.688477
	Iteration 14Q: 3 clusters Score -248032.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -248043.046875 Penalty: 3828.688477
	Iteration 15Q: 3 clusters Score -248043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -248055.203125 Penalty: 3828.688477
	Iteration 16Q: 3 clusters Score -248055.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -248060.875000 Penalty: 3828.688477
	Iteration 17Q: 3 clusters Score -248060.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -248062.906250 Penalty: 3828.688477
	Iteration 18Q: 3 clusters Score -248062.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -248065.343750 Penalty: 3828.688477
	Iteration 19Q: 3 clusters Score -248065.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -248065.406250 Penalty: 3828.688477
	Iteration 20F: 3 clusters Score -248065.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Entering Unmasked Estep 
Score: -1696433.750000 Penalty: 2394.367188
	Iteration 0F: 2 clusters Score -1696434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1685213.250000 Penalty: 4788.734375
	Iteration 0F: 3 clusters Score -1685213 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1688783.500000 Penalty: 4788.734375
	Iteration 1F: 3 clusters Score -1688784 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1689100.625000 Penalty: 4788.734375
	Iteration 2F: 3 clusters Score -1689101 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1689333.750000 Penalty: 4788.734375
	Iteration 3Q: 3 clusters Score -1689334 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1689520.000000 Penalty: 4788.734375
	Iteration 4Q: 3 clusters Score -1689520 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1689681.750000 Penalty: 4788.734375
	Iteration 5Q: 3 clusters Score -1689682 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1689829.000000 Penalty: 4788.734375
	Iteration 6Q: 3 clusters Score -1689829 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1689966.375000 Penalty: 4788.734375
	Iteration 7Q: 3 clusters Score -1689966 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1690091.125000 Penalty: 4788.734375
	Iteration 8Q: 3 clusters Score -1690091 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1690246.125000 Penalty: 4788.734375
	Iteration 9Q: 3 clusters Score -1690246 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1690443.000000 Penalty: 4788.734375
	Iteration 10Q: 3 clusters Score -1690443 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1690698.250000 Penalty: 4788.734375
	Iteration 11Q: 3 clusters Score -1690698 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1691037.250000 Penalty: 4788.734375
	Iteration 12Q: 3 clusters Score -1691037 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1691452.750000 Penalty: 4788.734375
	Iteration 13Q: 3 clusters Score -1691453 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1691907.750000 Penalty: 4788.734375
	Iteration 14Q: 3 clusters Score -1691908 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1692353.125000 Penalty: 4788.734375
	Iteration 15Q: 3 clusters Score -1692353 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1692745.750000 Penalty: 4788.734375
	Iteration 16Q: 3 clusters Score -1692746 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1693106.000000 Penalty: 4788.734375
	Iteration 17Q: 3 clusters Score -1693106 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1693413.625000 Penalty: 4788.734375
	Iteration 18Q: 3 clusters Score -1693414 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1693671.500000 Penalty: 4788.734375
	Iteration 19Q: 3 clusters Score -1693672 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1693875.250000 Penalty: 4788.734375
	Iteration 20F: 3 clusters Score -1693875 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1694037.500000 Penalty: 4788.734375
	Iteration 21Q: 3 clusters Score -1694038 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1694154.875000 Penalty: 4788.734375
	Iteration 22Q: 3 clusters Score -1694155 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1694237.750000 Penalty: 4788.734375
	Iteration 23Q: 3 clusters Score -1694238 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1694303.750000 Penalty: 4788.734375
	Iteration 24Q: 3 clusters Score -1694304 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1694351.750000 Penalty: 4788.734375
	Iteration 25Q: 3 clusters Score -1694352 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1694390.250000 Penalty: 4788.734375
	Iteration 26Q: 3 clusters Score -1694390 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1694417.875000 Penalty: 4788.734375
	Iteration 27Q: 3 clusters Score -1694418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1694446.375000 Penalty: 4788.734375
	Iteration 28Q: 3 clusters Score -1694446 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1694467.000000 Penalty: 4788.734375
	Iteration 29Q: 3 clusters Score -1694467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1694480.375000 Penalty: 4788.734375
	Iteration 30Q: 3 clusters Score -1694480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1694493.000000 Penalty: 4788.734375
	Iteration 31Q: 3 clusters Score -1694493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1694504.375000 Penalty: 4788.734375
	Iteration 32Q: 3 clusters Score -1694504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1694510.750000 Penalty: 4788.734375
	Iteration 33Q: 3 clusters Score -1694511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1694521.750000 Penalty: 4788.734375
	Iteration 34Q: 3 clusters Score -1694522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1694525.875000 Penalty: 4788.734375
	Iteration 35Q: 3 clusters Score -1694526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1694538.500000 Penalty: 4788.734375
	Iteration 36Q: 3 clusters Score -1694538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1694549.375000 Penalty: 4788.734375
	Iteration 37Q: 3 clusters Score -1694549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1694551.500000 Penalty: 4788.734375
	Iteration 38Q: 3 clusters Score -1694552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1694553.875000 Penalty: 4788.734375
	Iteration 39Q: 3 clusters Score -1694554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1694556.250000 Penalty: 4788.734375
	Iteration 40F: 3 clusters Score -1694556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1694555.875000 Penalty: 4788.734375
	Iteration 41Q: 3 clusters Score -1694556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1694559.750000 Penalty: 4788.734375
	Iteration 42Q: 3 clusters Score -1694560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1694559.750000 Penalty: 4788.734375
	Iteration 43F: 3 clusters Score -1694560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Entering Unmasked Estep 
Score: -3476271.250000 Penalty: 2592.450195
	Iteration 0F: 2 clusters Score -3476271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -3452669.000000 Penalty: 5184.900391
	Iteration 0F: 3 clusters Score -3452669 nChanged 15743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -3461787.500000 Penalty: 5184.900391
	Iteration 1F: 3 clusters Score -3461788 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -3462725.250000 Penalty: 5184.900391
	Iteration 2F: 3 clusters Score -3462725 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -3463742.000000 Penalty: 5184.900391
	Iteration 3F: 3 clusters Score -3463742 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -3464946.250000 Penalty: 5184.900391
	Iteration 4F: 3 clusters Score -3464946 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -3466361.000000 Penalty: 5184.900391
	Iteration 5F: 3 clusters Score -3466361 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -3467808.000000 Penalty: 5184.900391
	Iteration 6F: 3 clusters Score -3467808 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -3469207.250000 Penalty: 5184.900391
	Iteration 7F: 3 clusters Score -3469207 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -3470519.750000 Penalty: 5184.900391
	Iteration 8Q: 3 clusters Score -3470520 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -3471439.250000 Penalty: 5184.900391
	Iteration 9Q: 3 clusters Score -3471439 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -3472012.000000 Penalty: 5184.900391
	Iteration 10Q: 3 clusters Score -3472012 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -3472403.500000 Penalty: 5184.900391
	Iteration 11Q: 3 clusters Score -3472404 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -3472703.500000 Penalty: 5184.900391
	Iteration 12Q: 3 clusters Score -3472704 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -3472948.500000 Penalty: 5184.900391
	Iteration 13Q: 3 clusters Score -3472948 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -3473149.250000 Penalty: 5184.900391
	Iteration 14Q: 3 clusters Score -3473149 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -3473299.750000 Penalty: 5184.900391
	Iteration 15Q: 3 clusters Score -3473300 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -3473415.250000 Penalty: 5184.900391
	Iteration 16Q: 3 clusters Score -3473415 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -3473505.250000 Penalty: 5184.900391
	Iteration 17Q: 3 clusters Score -3473505 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -3473592.000000 Penalty: 5184.900391
	Iteration 18Q: 3 clusters Score -3473592 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3473697.000000 Penalty: 5184.900391
	Iteration 19Q: 3 clusters Score -3473697 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3473763.750000 Penalty: 5184.900391
	Iteration 20F: 3 clusters Score -3473764 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3473832.250000 Penalty: 5184.900391
	Iteration 21Q: 3 clusters Score -3473832 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3473895.500000 Penalty: 5184.900391
	Iteration 22Q: 3 clusters Score -3473896 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3473943.000000 Penalty: 5184.900391
	Iteration 23Q: 3 clusters Score -3473943 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3473982.250000 Penalty: 5184.900391
	Iteration 24Q: 3 clusters Score -3473982 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3474005.000000 Penalty: 5184.900391
	Iteration 25Q: 3 clusters Score -3474005 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3474024.750000 Penalty: 5184.900391
	Iteration 26Q: 3 clusters Score -3474025 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3474053.750000 Penalty: 5184.900391
	Iteration 27Q: 3 clusters Score -3474054 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3474081.750000 Penalty: 5184.900391
	Iteration 28Q: 3 clusters Score -3474082 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3474108.000000 Penalty: 5184.900391
	Iteration 29Q: 3 clusters Score -3474108 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3474121.500000 Penalty: 5184.900391
	Iteration 30Q: 3 clusters Score -3474122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3474136.750000 Penalty: 5184.900391
	Iteration 31Q: 3 clusters Score -3474137 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3474148.000000 Penalty: 5184.900391
	Iteration 32Q: 3 clusters Score -3474148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3474152.750000 Penalty: 5184.900391
	Iteration 33Q: 3 clusters Score -3474153 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3474166.250000 Penalty: 5184.900391
	Iteration 34Q: 3 clusters Score -3474166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3474171.000000 Penalty: 5184.900391
	Iteration 35Q: 3 clusters Score -3474171 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3474178.750000 Penalty: 5184.900391
	Iteration 36Q: 3 clusters Score -3474179 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3474185.250000 Penalty: 5184.900391
	Iteration 37Q: 3 clusters Score -3474185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3474194.750000 Penalty: 5184.900391
	Iteration 38Q: 3 clusters Score -3474195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3474199.000000 Penalty: 5184.900391
	Iteration 39Q: 3 clusters Score -3474199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3474209.250000 Penalty: 5184.900391
	Iteration 40F: 3 clusters Score -3474209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3474216.250000 Penalty: 5184.900391
	Iteration 41Q: 3 clusters Score -3474216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3474218.250000 Penalty: 5184.900391
	Iteration 42Q: 3 clusters Score -3474218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3474218.750000 Penalty: 5184.900391
	Iteration 43Q: 3 clusters Score -3474219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3474222.250000 Penalty: 5184.900391
	Iteration 44Q: 3 clusters Score -3474222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3474223.000000 Penalty: 5184.900391
	Iteration 45Q: 3 clusters Score -3474223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3474227.500000 Penalty: 5184.900391
	Iteration 46Q: 3 clusters Score -3474228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3474229.000000 Penalty: 5184.900391
	Iteration 47Q: 3 clusters Score -3474229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3474228.750000 Penalty: 5184.900391
	Iteration 48Q: 3 clusters Score -3474229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3474227.000000 Penalty: 5184.900391
	Iteration 49Q: 3 clusters Score -3474227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3474232.750000 Penalty: 5184.900391
	Iteration 50Q: 3 clusters Score -3474233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3474236.000000 Penalty: 5184.900391
	Iteration 51Q: 3 clusters Score -3474236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3474237.500000 Penalty: 5184.900391
	Iteration 52Q: 3 clusters Score -3474238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3474240.500000 Penalty: 5184.900391
	Iteration 53Q: 3 clusters Score -3474240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3474238.000000 Penalty: 5184.900391
	Iteration 54Q: 3 clusters Score -3474238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3474240.000000 Penalty: 5184.900391
	Iteration 55Q: 3 clusters Score -3474240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3474246.000000 Penalty: 5184.900391
	Iteration 56Q: 3 clusters Score -3474246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3474249.250000 Penalty: 5184.900391
	Iteration 57Q: 3 clusters Score -3474249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3474252.250000 Penalty: 5184.900391
	Iteration 58Q: 3 clusters Score -3474252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3474252.250000 Penalty: 5184.900391
	Iteration 59F: 3 clusters Score -3474252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Entering Unmasked Estep 
Score: -607788.687500 Penalty: 2200.063721
	Iteration 0F: 2 clusters Score -607788.7 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 3592 members 
Entering Unmasked Estep 
Score: -601906.875000 Penalty: 4400.127441
	Iteration 0F: 3 clusters Score -601906.9 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -603600.812500 Penalty: 4400.127441
	Iteration 1F: 3 clusters Score -603600.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -603896.625000 Penalty: 4400.127441
	Iteration 2F: 3 clusters Score -603896.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -604132.562500 Penalty: 4400.127441
	Iteration 3F: 3 clusters Score -604132.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -604319.437500 Penalty: 4400.127441
	Iteration 4Q: 3 clusters Score -604319.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -604501.625000 Penalty: 4400.127441
	Iteration 5Q: 3 clusters Score -604501.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -604752.500000 Penalty: 4400.127441
	Iteration 6Q: 3 clusters Score -604752.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -605091.875000 Penalty: 4400.127441
	Iteration 7Q: 3 clusters Score -605091.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -605429.500000 Penalty: 4400.127441
	Iteration 8Q: 3 clusters Score -605429.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -605734.937500 Penalty: 4400.127441
	Iteration 9F: 3 clusters Score -605734.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -605967.437500 Penalty: 4400.127441
	Iteration 10Q: 3 clusters Score -605967.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -606157.750000 Penalty: 4400.127441
	Iteration 11Q: 3 clusters Score -606157.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -606310.562500 Penalty: 4400.127441
	Iteration 12Q: 3 clusters Score -606310.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -606423.562500 Penalty: 4400.127441
	Iteration 13Q: 3 clusters Score -606423.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -606509.125000 Penalty: 4400.127441
	Iteration 14Q: 3 clusters Score -606509.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -606584.625000 Penalty: 4400.127441
	Iteration 15Q: 3 clusters Score -606584.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -606662.187500 Penalty: 4400.127441
	Iteration 16Q: 3 clusters Score -606662.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -606733.937500 Penalty: 4400.127441
	Iteration 17Q: 3 clusters Score -606733.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -606790.500000 Penalty: 4400.127441
	Iteration 18Q: 3 clusters Score -606790.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -606876.000000 Penalty: 4400.127441
	Iteration 19Q: 3 clusters Score -606876 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -606946.437500 Penalty: 4400.127441
	Iteration 20F: 3 clusters Score -606946.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -607010.500000 Penalty: 4400.127441
	Iteration 21Q: 3 clusters Score -607010.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -607065.000000 Penalty: 4400.127441
	Iteration 22Q: 3 clusters Score -607065 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -607106.562500 Penalty: 4400.127441
	Iteration 23Q: 3 clusters Score -607106.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -607126.250000 Penalty: 4400.127441
	Iteration 24Q: 3 clusters Score -607126.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -607136.937500 Penalty: 4400.127441
	Iteration 25Q: 3 clusters Score -607136.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -607146.312500 Penalty: 4400.127441
	Iteration 26Q: 3 clusters Score -607146.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -607152.812500 Penalty: 4400.127441
	Iteration 27Q: 3 clusters Score -607152.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -607158.187500 Penalty: 4400.127441
	Iteration 28Q: 3 clusters Score -607158.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -607161.000000 Penalty: 4400.127441
	Iteration 29Q: 3 clusters Score -607161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -607162.625000 Penalty: 4400.127441
	Iteration 30Q: 3 clusters Score -607162.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -607162.875000 Penalty: 4400.127441
	Iteration 31Q: 3 clusters Score -607162.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -607162.375000 Penalty: 4400.127441
	Iteration 32Q: 3 clusters Score -607162.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -607163.562500 Penalty: 4400.127441
	Iteration 33Q: 3 clusters Score -607163.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -607164.437500 Penalty: 4400.127441
	Iteration 34Q: 3 clusters Score -607164.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -607164.875000 Penalty: 4400.127441
	Iteration 35Q: 3 clusters Score -607164.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -607164.875000 Penalty: 4400.127441
	Iteration 36F: 3 clusters Score -607164.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Entering Unmasked Estep 
Score: -1209344.625000 Penalty: 2311.826660
	Iteration 0F: 2 clusters Score -1209345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1200866.250000 Penalty: 4623.653320
	Iteration 0F: 3 clusters Score -1200866 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1203299.125000 Penalty: 4623.653320
	Iteration 1F: 3 clusters Score -1203299 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1203611.375000 Penalty: 4623.653320
	Iteration 2F: 3 clusters Score -1203611 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1203818.250000 Penalty: 4623.653320
	Iteration 3Q: 3 clusters Score -1203818 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1203972.000000 Penalty: 4623.653320
	Iteration 4Q: 3 clusters Score -1203972 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1204119.250000 Penalty: 4623.653320
	Iteration 5Q: 3 clusters Score -1204119 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1204249.000000 Penalty: 4623.653320
	Iteration 6Q: 3 clusters Score -1204249 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1204373.000000 Penalty: 4623.653320
	Iteration 7Q: 3 clusters Score -1204373 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1204489.875000 Penalty: 4623.653320
	Iteration 8Q: 3 clusters Score -1204490 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1204594.625000 Penalty: 4623.653320
	Iteration 9Q: 3 clusters Score -1204595 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1204688.250000 Penalty: 4623.653320
	Iteration 10Q: 3 clusters Score -1204688 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1204783.250000 Penalty: 4623.653320
	Iteration 11Q: 3 clusters Score -1204783 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1204891.125000 Penalty: 4623.653320
	Iteration 12Q: 3 clusters Score -1204891 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1205005.750000 Penalty: 4623.653320
	Iteration 13Q: 3 clusters Score -1205006 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1205164.125000 Penalty: 4623.653320
	Iteration 14Q: 3 clusters Score -1205164 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1205347.625000 Penalty: 4623.653320
	Iteration 15Q: 3 clusters Score -1205348 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1205580.375000 Penalty: 4623.653320
	Iteration 16Q: 3 clusters Score -1205580 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1205809.500000 Penalty: 4623.653320
	Iteration 17Q: 3 clusters Score -1205810 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1206085.250000 Penalty: 4623.653320
	Iteration 18Q: 3 clusters Score -1206085 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1206329.125000 Penalty: 4623.653320
	Iteration 19Q: 3 clusters Score -1206329 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1206559.250000 Penalty: 4623.653320
	Iteration 20F: 3 clusters Score -1206559 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1206759.625000 Penalty: 4623.653320
	Iteration 21Q: 3 clusters Score -1206760 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1206910.875000 Penalty: 4623.653320
	Iteration 22Q: 3 clusters Score -1206911 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1207028.625000 Penalty: 4623.653320
	Iteration 23Q: 3 clusters Score -1207029 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1207108.250000 Penalty: 4623.653320
	Iteration 24Q: 3 clusters Score -1207108 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1207172.125000 Penalty: 4623.653320
	Iteration 25Q: 3 clusters Score -1207172 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1207227.625000 Penalty: 4623.653320
	Iteration 26Q: 3 clusters Score -1207228 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1207282.625000 Penalty: 4623.653320
	Iteration 27Q: 3 clusters Score -1207283 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1207316.750000 Penalty: 4623.653320
	Iteration 28Q: 3 clusters Score -1207317 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1207345.500000 Penalty: 4623.653320
	Iteration 29Q: 3 clusters Score -1207346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1207360.625000 Penalty: 4623.653320
	Iteration 30Q: 3 clusters Score -1207361 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1207375.375000 Penalty: 4623.653320
	Iteration 31Q: 3 clusters Score -1207375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1207387.125000 Penalty: 4623.653320
	Iteration 32Q: 3 clusters Score -1207387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1207394.375000 Penalty: 4623.653320
	Iteration 33Q: 3 clusters Score -1207394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1207407.000000 Penalty: 4623.653320
	Iteration 34Q: 3 clusters Score -1207407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1207419.250000 Penalty: 4623.653320
	Iteration 35Q: 3 clusters Score -1207419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1207434.625000 Penalty: 4623.653320
	Iteration 36Q: 3 clusters Score -1207435 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1207450.625000 Penalty: 4623.653320
	Iteration 37Q: 3 clusters Score -1207451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1207458.375000 Penalty: 4623.653320
	Iteration 38Q: 3 clusters Score -1207458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1207462.000000 Penalty: 4623.653320
	Iteration 39Q: 3 clusters Score -1207462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1207463.750000 Penalty: 4623.653320
	Iteration 40F: 3 clusters Score -1207464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1207468.375000 Penalty: 4623.653320
	Iteration 41Q: 3 clusters Score -1207468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1207470.375000 Penalty: 4623.653320
	Iteration 42Q: 3 clusters Score -1207470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1207473.375000 Penalty: 4623.653320
	Iteration 43Q: 3 clusters Score -1207473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1207475.000000 Penalty: 4623.653320
	Iteration 44Q: 3 clusters Score -1207475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1207475.625000 Penalty: 4623.653320
	Iteration 45Q: 3 clusters Score -1207476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1207473.500000 Penalty: 4623.653320
	Iteration 46Q: 3 clusters Score -1207474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1207473.500000 Penalty: 4623.653320
	Iteration 47F: 3 clusters Score -1207474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Entering Unmasked Estep 
Score: -3166422.250000 Penalty: 2572.004883
	Iteration 0F: 2 clusters Score -3166422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -3144701.250000 Penalty: 5144.009766
	Iteration 0F: 3 clusters Score -3144701 nChanged 14372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -3152977.750000 Penalty: 5144.009766
	Iteration 1F: 3 clusters Score -3152978 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -3153758.500000 Penalty: 5144.009766
	Iteration 2F: 3 clusters Score -3153758 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -3154583.750000 Penalty: 5144.009766
	Iteration 3F: 3 clusters Score -3154584 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -3155364.500000 Penalty: 5144.009766
	Iteration 4F: 3 clusters Score -3155364 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -3156138.500000 Penalty: 5144.009766
	Iteration 5Q: 3 clusters Score -3156138 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -3156913.750000 Penalty: 5144.009766
	Iteration 6Q: 3 clusters Score -3156914 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -3157806.500000 Penalty: 5144.009766
	Iteration 7Q: 3 clusters Score -3157806 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -3158836.000000 Penalty: 5144.009766
	Iteration 8Q: 3 clusters Score -3158836 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -3159949.750000 Penalty: 5144.009766
	Iteration 9F: 3 clusters Score -3159950 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -3160980.000000 Penalty: 5144.009766
	Iteration 10Q: 3 clusters Score -3160980 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -3161856.250000 Penalty: 5144.009766
	Iteration 11Q: 3 clusters Score -3161856 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -3162638.000000 Penalty: 5144.009766
	Iteration 12Q: 3 clusters Score -3162638 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -3163288.750000 Penalty: 5144.009766
	Iteration 13Q: 3 clusters Score -3163289 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -3163753.750000 Penalty: 5144.009766
	Iteration 14Q: 3 clusters Score -3163754 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3164048.000000 Penalty: 5144.009766
	Iteration 15Q: 3 clusters Score -3164048 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3164244.750000 Penalty: 5144.009766
	Iteration 16Q: 3 clusters Score -3164245 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3164380.000000 Penalty: 5144.009766
	Iteration 17Q: 3 clusters Score -3164380 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3164512.250000 Penalty: 5144.009766
	Iteration 18Q: 3 clusters Score -3164512 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3164611.500000 Penalty: 5144.009766
	Iteration 19Q: 3 clusters Score -3164612 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3164695.250000 Penalty: 5144.009766
	Iteration 20F: 3 clusters Score -3164695 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3164751.250000 Penalty: 5144.009766
	Iteration 21Q: 3 clusters Score -3164751 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3164808.750000 Penalty: 5144.009766
	Iteration 22Q: 3 clusters Score -3164809 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3164836.250000 Penalty: 5144.009766
	Iteration 23Q: 3 clusters Score -3164836 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3164847.500000 Penalty: 5144.009766
	Iteration 24Q: 3 clusters Score -3164848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3164867.250000 Penalty: 5144.009766
	Iteration 25Q: 3 clusters Score -3164867 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3164878.500000 Penalty: 5144.009766
	Iteration 26Q: 3 clusters Score -3164878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3164882.500000 Penalty: 5144.009766
	Iteration 27Q: 3 clusters Score -3164882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3164888.000000 Penalty: 5144.009766
	Iteration 28Q: 3 clusters Score -3164888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3164896.750000 Penalty: 5144.009766
	Iteration 29Q: 3 clusters Score -3164897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3164898.250000 Penalty: 5144.009766
	Iteration 30Q: 3 clusters Score -3164898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3164904.250000 Penalty: 5144.009766
	Iteration 31Q: 3 clusters Score -3164904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3164909.000000 Penalty: 5144.009766
	Iteration 32Q: 3 clusters Score -3164909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3164912.500000 Penalty: 5144.009766
	Iteration 33Q: 3 clusters Score -3164912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3164910.500000 Penalty: 5144.009766
	Iteration 34Q: 3 clusters Score -3164910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3164913.000000 Penalty: 5144.009766
	Iteration 35Q: 3 clusters Score -3164913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3164914.000000 Penalty: 5144.009766
	Iteration 36Q: 3 clusters Score -3164914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3164913.250000 Penalty: 5144.009766
	Iteration 37Q: 3 clusters Score -3164913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3164916.750000 Penalty: 5144.009766
	Iteration 38Q: 3 clusters Score -3164917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3164916.750000 Penalty: 5144.009766
	Iteration 39F: 3 clusters Score -3164917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Entering Unmasked Estep 
Score: -603208.187500 Penalty: 2135.494629
	Iteration 0F: 2 clusters Score -603208.2 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 2711 members 
Entering Unmasked Estep 
Score: -598363.375000 Penalty: 4270.989258
	Iteration 0F: 3 clusters Score -598363.4 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -599486.125000 Penalty: 4270.989258
	Iteration 1F: 3 clusters Score -599486.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -599695.562500 Penalty: 4270.989258
	Iteration 2F: 3 clusters Score -599695.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -599816.937500 Penalty: 4270.989258
	Iteration 3Q: 3 clusters Score -599816.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -599906.562500 Penalty: 4270.989258
	Iteration 4Q: 3 clusters Score -599906.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -599986.062500 Penalty: 4270.989258
	Iteration 5Q: 3 clusters Score -599986.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -600044.812500 Penalty: 4270.989258
	Iteration 6Q: 3 clusters Score -600044.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -600086.250000 Penalty: 4270.989258
	Iteration 7Q: 3 clusters Score -600086.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -600121.750000 Penalty: 4270.989258
	Iteration 8Q: 3 clusters Score -600121.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -600152.187500 Penalty: 4270.989258
	Iteration 9Q: 3 clusters Score -600152.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -600175.312500 Penalty: 4270.989258
	Iteration 10Q: 3 clusters Score -600175.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -600197.687500 Penalty: 4270.989258
	Iteration 11Q: 3 clusters Score -600197.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -600212.937500 Penalty: 4270.989258
	Iteration 12Q: 3 clusters Score -600212.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -600229.000000 Penalty: 4270.989258
	Iteration 13Q: 3 clusters Score -600229 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -600246.875000 Penalty: 4270.989258
	Iteration 14Q: 3 clusters Score -600246.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -600264.937500 Penalty: 4270.989258
	Iteration 15Q: 3 clusters Score -600264.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -600277.062500 Penalty: 4270.989258
	Iteration 16Q: 3 clusters Score -600277.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -600287.812500 Penalty: 4270.989258
	Iteration 17Q: 3 clusters Score -600287.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -600297.125000 Penalty: 4270.989258
	Iteration 18Q: 3 clusters Score -600297.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -600306.812500 Penalty: 4270.989258
	Iteration 19Q: 3 clusters Score -600306.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -600313.500000 Penalty: 4270.989258
	Iteration 20F: 3 clusters Score -600313.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -600320.812500 Penalty: 4270.989258
	Iteration 21Q: 3 clusters Score -600320.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -600327.562500 Penalty: 4270.989258
	Iteration 22Q: 3 clusters Score -600327.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -600332.750000 Penalty: 4270.989258
	Iteration 23Q: 3 clusters Score -600332.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -600338.562500 Penalty: 4270.989258
	Iteration 24Q: 3 clusters Score -600338.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -600341.000000 Penalty: 4270.989258
	Iteration 25Q: 3 clusters Score -600341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -600346.750000 Penalty: 4270.989258
	Iteration 26Q: 3 clusters Score -600346.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -600352.750000 Penalty: 4270.989258
	Iteration 27Q: 3 clusters Score -600352.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -600356.312500 Penalty: 4270.989258
	Iteration 28Q: 3 clusters Score -600356.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -600360.500000 Penalty: 4270.989258
	Iteration 29Q: 3 clusters Score -600360.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -600365.375000 Penalty: 4270.989258
	Iteration 30Q: 3 clusters Score -600365.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -600368.000000 Penalty: 4270.989258
	Iteration 31Q: 3 clusters Score -600368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -600370.812500 Penalty: 4270.989258
	Iteration 32Q: 3 clusters Score -600370.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -600375.437500 Penalty: 4270.989258
	Iteration 33Q: 3 clusters Score -600375.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -600377.562500 Penalty: 4270.989258
	Iteration 34Q: 3 clusters Score -600377.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -600380.625000 Penalty: 4270.989258
	Iteration 35Q: 3 clusters Score -600380.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -600383.687500 Penalty: 4270.989258
	Iteration 36Q: 3 clusters Score -600383.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -600385.625000 Penalty: 4270.989258
	Iteration 37Q: 3 clusters Score -600385.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -600388.375000 Penalty: 4270.989258
	Iteration 38Q: 3 clusters Score -600388.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -600389.062500 Penalty: 4270.989258
	Iteration 39Q: 3 clusters Score -600389.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -600388.812500 Penalty: 4270.989258
	Iteration 40F: 3 clusters Score -600388.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -600390.812500 Penalty: 4270.989258
	Iteration 41Q: 3 clusters Score -600390.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -600393.312500 Penalty: 4270.989258
	Iteration 42Q: 3 clusters Score -600393.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -600396.125000 Penalty: 4270.989258
	Iteration 43Q: 3 clusters Score -600396.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -600398.937500 Penalty: 4270.989258
	Iteration 44Q: 3 clusters Score -600398.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -600402.312500 Penalty: 4270.989258
	Iteration 45Q: 3 clusters Score -600402.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -600402.500000 Penalty: 4270.989258
	Iteration 46Q: 3 clusters Score -600402.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -600404.500000 Penalty: 4270.989258
	Iteration 47Q: 3 clusters Score -600404.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -600404.687500 Penalty: 4270.989258
	Iteration 48Q: 3 clusters Score -600404.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -600405.687500 Penalty: 4270.989258
	Iteration 49Q: 3 clusters Score -600405.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -600406.812500 Penalty: 4270.989258
	Iteration 50Q: 3 clusters Score -600406.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -600408.375000 Penalty: 4270.989258
	Iteration 51Q: 3 clusters Score -600408.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -600409.687500 Penalty: 4270.989258
	Iteration 52Q: 3 clusters Score -600409.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -600409.500000 Penalty: 4270.989258
	Iteration 53Q: 3 clusters Score -600409.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -600409.500000 Penalty: 4270.989258
	Iteration 54F: 3 clusters Score -600409.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Entering Unmasked Estep 
Score: -2484600.000000 Penalty: 2487.982666
	Iteration 0F: 2 clusters Score -2484600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2468732.750000 Penalty: 4975.965332
	Iteration 0F: 3 clusters Score -2468733 nChanged 10096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2474282.000000 Penalty: 4975.965332
	Iteration 1F: 3 clusters Score -2474282 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -2474881.250000 Penalty: 4975.965332
	Iteration 2F: 3 clusters Score -2474881 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2475570.500000 Penalty: 4975.965332
	Iteration 3F: 3 clusters Score -2475570 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2476393.250000 Penalty: 4975.965332
	Iteration 4F: 3 clusters Score -2476393 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2477448.500000 Penalty: 4975.965332
	Iteration 5F: 3 clusters Score -2477448 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2478738.750000 Penalty: 4975.965332
	Iteration 6F: 3 clusters Score -2478739 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2480129.000000 Penalty: 4975.965332
	Iteration 7F: 3 clusters Score -2480129 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2481377.250000 Penalty: 4975.965332
	Iteration 8F: 3 clusters Score -2481377 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -2482365.000000 Penalty: 4975.965332
	Iteration 9Q: 3 clusters Score -2482365 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -2482906.500000 Penalty: 4975.965332
	Iteration 10Q: 3 clusters Score -2482906 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -2483113.750000 Penalty: 4975.965332
	Iteration 11Q: 3 clusters Score -2483114 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2483212.250000 Penalty: 4975.965332
	Iteration 12Q: 3 clusters Score -2483212 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -2483248.250000 Penalty: 4975.965332
	Iteration 13Q: 3 clusters Score -2483248 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -2483272.750000 Penalty: 4975.965332
	Iteration 14Q: 3 clusters Score -2483273 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -2483285.000000 Penalty: 4975.965332
	Iteration 15Q: 3 clusters Score -2483285 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -2483286.500000 Penalty: 4975.965332
	Iteration 16Q: 3 clusters Score -2483286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -2483297.000000 Penalty: 4975.965332
	Iteration 17Q: 3 clusters Score -2483297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -2483300.500000 Penalty: 4975.965332
	Iteration 18Q: 3 clusters Score -2483300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -2483300.750000 Penalty: 4975.965332
	Iteration 19Q: 3 clusters Score -2483301 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -2483306.750000 Penalty: 4975.965332
	Iteration 20F: 3 clusters Score -2483307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -2483306.750000 Penalty: 4975.965332
	Iteration 21Q: 3 clusters Score -2483307 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -2483313.750000 Penalty: 4975.965332
	Iteration 22Q: 3 clusters Score -2483314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -2483318.250000 Penalty: 4975.965332
	Iteration 23Q: 3 clusters Score -2483318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -2483320.500000 Penalty: 4975.965332
	Iteration 24Q: 3 clusters Score -2483320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -2483319.250000 Penalty: 4975.965332
	Iteration 25Q: 3 clusters Score -2483319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -2483321.250000 Penalty: 4975.965332
	Iteration 26Q: 3 clusters Score -2483321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -2483322.000000 Penalty: 4975.965332
	Iteration 27Q: 3 clusters Score -2483322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -2483323.500000 Penalty: 4975.965332
	Iteration 28Q: 3 clusters Score -2483324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -2483329.000000 Penalty: 4975.965332
	Iteration 29Q: 3 clusters Score -2483329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -2483329.750000 Penalty: 4975.965332
	Iteration 30Q: 3 clusters Score -2483330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -2483332.750000 Penalty: 4975.965332
	Iteration 31Q: 3 clusters Score -2483333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -2483333.000000 Penalty: 4975.965332
	Iteration 32Q: 3 clusters Score -2483333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -2483332.250000 Penalty: 4975.965332
	Iteration 33Q: 3 clusters Score -2483332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -2483331.250000 Penalty: 4975.965332
	Iteration 34Q: 3 clusters Score -2483331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -2483331.250000 Penalty: 4975.965332
	Iteration 35F: 3 clusters Score -2483331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -2271064.500000 Penalty: 2466.410889
	Iteration 0F: 2 clusters Score -2271064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2256440.000000 Penalty: 4932.821777
	Iteration 0F: 3 clusters Score -2256440 nChanged 9219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -2261565.250000 Penalty: 4932.821777
	Iteration 1F: 3 clusters Score -2261565 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2262308.500000 Penalty: 4932.821777
	Iteration 2F: 3 clusters Score -2262308 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2263185.250000 Penalty: 4932.821777
	Iteration 3F: 3 clusters Score -2263185 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2264178.000000 Penalty: 4932.821777
	Iteration 4F: 3 clusters Score -2264178 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2265286.750000 Penalty: 4932.821777
	Iteration 5F: 3 clusters Score -2265287 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2266293.000000 Penalty: 4932.821777
	Iteration 6F: 3 clusters Score -2266293 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2267190.000000 Penalty: 4932.821777
	Iteration 7F: 3 clusters Score -2267190 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -2267868.250000 Penalty: 4932.821777
	Iteration 8Q: 3 clusters Score -2267868 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -2268386.250000 Penalty: 4932.821777
	Iteration 9Q: 3 clusters Score -2268386 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2268796.250000 Penalty: 4932.821777
	Iteration 10Q: 3 clusters Score -2268796 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2269050.000000 Penalty: 4932.821777
	Iteration 11Q: 3 clusters Score -2269050 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2269193.500000 Penalty: 4932.821777
	Iteration 12Q: 3 clusters Score -2269194 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2269278.750000 Penalty: 4932.821777
	Iteration 13Q: 3 clusters Score -2269279 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2269357.000000 Penalty: 4932.821777
	Iteration 14Q: 3 clusters Score -2269357 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -2269405.000000 Penalty: 4932.821777
	Iteration 15Q: 3 clusters Score -2269405 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -2269461.750000 Penalty: 4932.821777
	Iteration 16Q: 3 clusters Score -2269462 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2269497.500000 Penalty: 4932.821777
	Iteration 17Q: 3 clusters Score -2269498 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -2269553.000000 Penalty: 4932.821777
	Iteration 18Q: 3 clusters Score -2269553 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2269592.750000 Penalty: 4932.821777
	Iteration 19Q: 3 clusters Score -2269593 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2269655.750000 Penalty: 4932.821777
	Iteration 20F: 3 clusters Score -2269656 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2269702.500000 Penalty: 4932.821777
	Iteration 21Q: 3 clusters Score -2269702 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2269760.500000 Penalty: 4932.821777
	Iteration 22Q: 3 clusters Score -2269760 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -2269822.250000 Penalty: 4932.821777
	Iteration 23Q: 3 clusters Score -2269822 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -2269877.750000 Penalty: 4932.821777
	Iteration 24Q: 3 clusters Score -2269878 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2269930.250000 Penalty: 4932.821777
	Iteration 25Q: 3 clusters Score -2269930 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2269977.250000 Penalty: 4932.821777
	Iteration 26Q: 3 clusters Score -2269977 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -2270008.500000 Penalty: 4932.821777
	Iteration 27Q: 3 clusters Score -2270008 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2270032.500000 Penalty: 4932.821777
	Iteration 28Q: 3 clusters Score -2270032 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2270072.250000 Penalty: 4932.821777
	Iteration 29Q: 3 clusters Score -2270072 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2270103.500000 Penalty: 4932.821777
	Iteration 30Q: 3 clusters Score -2270104 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2270119.750000 Penalty: 4932.821777
	Iteration 31Q: 3 clusters Score -2270120 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -2270155.000000 Penalty: 4932.821777
	Iteration 32Q: 3 clusters Score -2270155 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2270186.250000 Penalty: 4932.821777
	Iteration 33Q: 3 clusters Score -2270186 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2270209.000000 Penalty: 4932.821777
	Iteration 34Q: 3 clusters Score -2270209 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2270226.250000 Penalty: 4932.821777
	Iteration 35Q: 3 clusters Score -2270226 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2270244.250000 Penalty: 4932.821777
	Iteration 36Q: 3 clusters Score -2270244 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2270250.000000 Penalty: 4932.821777
	Iteration 37Q: 3 clusters Score -2270250 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2270261.500000 Penalty: 4932.821777
	Iteration 38Q: 3 clusters Score -2270262 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2270270.000000 Penalty: 4932.821777
	Iteration 39Q: 3 clusters Score -2270270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2270274.750000 Penalty: 4932.821777
	Iteration 40F: 3 clusters Score -2270275 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2270277.000000 Penalty: 4932.821777
	Iteration 41Q: 3 clusters Score -2270277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -2270288.750000 Penalty: 4932.821777
	Iteration 42Q: 3 clusters Score -2270289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2270288.000000 Penalty: 4932.821777
	Iteration 43Q: 3 clusters Score -2270288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2270287.500000 Penalty: 4932.821777
	Iteration 44Q: 3 clusters Score -2270288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2270291.750000 Penalty: 4932.821777
	Iteration 45Q: 3 clusters Score -2270292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2270297.500000 Penalty: 4932.821777
	Iteration 46Q: 3 clusters Score -2270298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2270295.000000 Penalty: 4932.821777
	Iteration 47Q: 3 clusters Score -2270295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2270299.000000 Penalty: 4932.821777
	Iteration 48Q: 3 clusters Score -2270299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2270301.500000 Penalty: 4932.821777
	Iteration 49Q: 3 clusters Score -2270302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -2270299.750000 Penalty: 4932.821777
	Iteration 50Q: 3 clusters Score -2270300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2270301.500000 Penalty: 4932.821777
	Iteration 51Q: 3 clusters Score -2270302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2270300.000000 Penalty: 4932.821777
	Iteration 52Q: 3 clusters Score -2270300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2270298.250000 Penalty: 4932.821777
	Iteration 53Q: 3 clusters Score -2270298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2270298.250000 Penalty: 4932.821777
	Iteration 54F: 3 clusters Score -2270298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Entering Unmasked Estep 
Score: -1861362.000000 Penalty: 2443.474609
	Iteration 0F: 2 clusters Score -1861362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1847908.375000 Penalty: 4886.949219
	Iteration 0F: 3 clusters Score -1847908 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1852518.000000 Penalty: 4886.949219
	Iteration 1F: 3 clusters Score -1852518 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1853152.375000 Penalty: 4886.949219
	Iteration 2F: 3 clusters Score -1853152 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1853819.500000 Penalty: 4886.949219
	Iteration 3F: 3 clusters Score -1853820 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1854606.250000 Penalty: 4886.949219
	Iteration 4F: 3 clusters Score -1854606 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1855474.500000 Penalty: 4886.949219
	Iteration 5F: 3 clusters Score -1855474 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1856341.375000 Penalty: 4886.949219
	Iteration 6F: 3 clusters Score -1856341 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1857094.875000 Penalty: 4886.949219
	Iteration 7F: 3 clusters Score -1857095 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1857707.125000 Penalty: 4886.949219
	Iteration 8Q: 3 clusters Score -1857707 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1858179.750000 Penalty: 4886.949219
	Iteration 9Q: 3 clusters Score -1858180 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1858508.125000 Penalty: 4886.949219
	Iteration 10Q: 3 clusters Score -1858508 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1858779.000000 Penalty: 4886.949219
	Iteration 11Q: 3 clusters Score -1858779 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1858960.875000 Penalty: 4886.949219
	Iteration 12Q: 3 clusters Score -1858961 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1859100.625000 Penalty: 4886.949219
	Iteration 13Q: 3 clusters Score -1859101 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1859189.375000 Penalty: 4886.949219
	Iteration 14Q: 3 clusters Score -1859189 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1859267.250000 Penalty: 4886.949219
	Iteration 15Q: 3 clusters Score -1859267 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1859316.250000 Penalty: 4886.949219
	Iteration 16Q: 3 clusters Score -1859316 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1859347.625000 Penalty: 4886.949219
	Iteration 17Q: 3 clusters Score -1859348 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1859372.500000 Penalty: 4886.949219
	Iteration 18Q: 3 clusters Score -1859372 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1859400.375000 Penalty: 4886.949219
	Iteration 19Q: 3 clusters Score -1859400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1859405.375000 Penalty: 4886.949219
	Iteration 20F: 3 clusters Score -1859405 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1859412.250000 Penalty: 4886.949219
	Iteration 21Q: 3 clusters Score -1859412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1859420.125000 Penalty: 4886.949219
	Iteration 22Q: 3 clusters Score -1859420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1859420.750000 Penalty: 4886.949219
	Iteration 23Q: 3 clusters Score -1859421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1859431.375000 Penalty: 4886.949219
	Iteration 24Q: 3 clusters Score -1859431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1859441.125000 Penalty: 4886.949219
	Iteration 25Q: 3 clusters Score -1859441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1859448.375000 Penalty: 4886.949219
	Iteration 26Q: 3 clusters Score -1859448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1859460.000000 Penalty: 4886.949219
	Iteration 27Q: 3 clusters Score -1859460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1859469.375000 Penalty: 4886.949219
	Iteration 28Q: 3 clusters Score -1859469 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1859482.250000 Penalty: 4886.949219
	Iteration 29Q: 3 clusters Score -1859482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1859492.750000 Penalty: 4886.949219
	Iteration 30Q: 3 clusters Score -1859493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1859504.375000 Penalty: 4886.949219
	Iteration 31Q: 3 clusters Score -1859504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1859508.875000 Penalty: 4886.949219
	Iteration 32Q: 3 clusters Score -1859509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1859519.750000 Penalty: 4886.949219
	Iteration 33Q: 3 clusters Score -1859520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1859523.375000 Penalty: 4886.949219
	Iteration 34Q: 3 clusters Score -1859523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1859528.875000 Penalty: 4886.949219
	Iteration 35Q: 3 clusters Score -1859529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1859535.125000 Penalty: 4886.949219
	Iteration 36Q: 3 clusters Score -1859535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1859540.500000 Penalty: 4886.949219
	Iteration 37Q: 3 clusters Score -1859540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1859551.250000 Penalty: 4886.949219
	Iteration 38Q: 3 clusters Score -1859551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1859551.375000 Penalty: 4886.949219
	Iteration 39Q: 3 clusters Score -1859551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1859559.000000 Penalty: 4886.949219
	Iteration 40F: 3 clusters Score -1859559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1859565.500000 Penalty: 4886.949219
	Iteration 41Q: 3 clusters Score -1859566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1859566.375000 Penalty: 4886.949219
	Iteration 42Q: 3 clusters Score -1859566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1859565.250000 Penalty: 4886.949219
	Iteration 43Q: 3 clusters Score -1859565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1859565.250000 Penalty: 4886.949219
	Iteration 44F: 3 clusters Score -1859565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -35546.785156 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -35546.79 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 188 members 
Entering Unmasked Estep 
Score: -34223.679688 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -34223.68 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -34370.914062 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -34370.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34422.390625 Penalty: 2933.097656
	Iteration 2Q: 3 clusters Score -34422.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34433.851562 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -34433.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34448.960938 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -34448.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -34472.085938 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -34472.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -34481.507812 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -34481.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -34484.000000 Penalty: 2933.097656
	Iteration 7Q: 3 clusters Score -34484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -34489.058594 Penalty: 2933.097656
	Iteration 8Q: 3 clusters Score -34489.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -34492.519531 Penalty: 2933.097656
	Iteration 9Q: 3 clusters Score -34492.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -34493.972656 Penalty: 2933.097656
	Iteration 10Q: 3 clusters Score -34493.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -34493.972656 Penalty: 2933.097656
	Iteration 11F: 3 clusters Score -34493.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -21776.859375 Penalty: 1350.790894
	Iteration 0F: 2 clusters Score -21776.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20584.484375 Penalty: 2701.581787
	Iteration 0F: 3 clusters Score -20584.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20690.283203 Penalty: 2701.581787
	Iteration 1F: 3 clusters Score -20690.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20735.648438 Penalty: 2701.581787
	Iteration 2Q: 3 clusters Score -20735.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20749.658203 Penalty: 2701.581787
	Iteration 3Q: 3 clusters Score -20749.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20749.658203 Penalty: 2701.581787
	Iteration 4F: 3 clusters Score -20749.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Entering Unmasked Estep 
Score: -716899.062500 Penalty: 2218.700928
	Iteration 0F: 2 clusters Score -716899.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -710644.875000 Penalty: 4437.401855
	Iteration 0F: 3 clusters Score -710644.9 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -712462.375000 Penalty: 4437.401855
	Iteration 1F: 3 clusters Score -712462.4 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -712989.312500 Penalty: 4437.401855
	Iteration 2F: 3 clusters Score -712989.3 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -713471.312500 Penalty: 4437.401855
	Iteration 3F: 3 clusters Score -713471.3 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -713964.250000 Penalty: 4437.401855
	Iteration 4F: 3 clusters Score -713964.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -714419.750000 Penalty: 4437.401855
	Iteration 5F: 3 clusters Score -714419.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -714777.312500 Penalty: 4437.401855
	Iteration 6F: 3 clusters Score -714777.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -715026.250000 Penalty: 4437.401855
	Iteration 7Q: 3 clusters Score -715026.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -715171.375000 Penalty: 4437.401855
	Iteration 8Q: 3 clusters Score -715171.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -715266.625000 Penalty: 4437.401855
	Iteration 9Q: 3 clusters Score -715266.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -715339.062500 Penalty: 4437.401855
	Iteration 10Q: 3 clusters Score -715339.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -715399.687500 Penalty: 4437.401855
	Iteration 11Q: 3 clusters Score -715399.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -715439.000000 Penalty: 4437.401855
	Iteration 12Q: 3 clusters Score -715439 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -715477.875000 Penalty: 4437.401855
	Iteration 13Q: 3 clusters Score -715477.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -715515.437500 Penalty: 4437.401855
	Iteration 14Q: 3 clusters Score -715515.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -715554.875000 Penalty: 4437.401855
	Iteration 15Q: 3 clusters Score -715554.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -715592.625000 Penalty: 4437.401855
	Iteration 16Q: 3 clusters Score -715592.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -715629.687500 Penalty: 4437.401855
	Iteration 17Q: 3 clusters Score -715629.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -715664.687500 Penalty: 4437.401855
	Iteration 18Q: 3 clusters Score -715664.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -715686.312500 Penalty: 4437.401855
	Iteration 19Q: 3 clusters Score -715686.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -715705.062500 Penalty: 4437.401855
	Iteration 20F: 3 clusters Score -715705.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -715718.562500 Penalty: 4437.401855
	Iteration 21Q: 3 clusters Score -715718.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -715733.937500 Penalty: 4437.401855
	Iteration 22Q: 3 clusters Score -715733.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -715741.875000 Penalty: 4437.401855
	Iteration 23Q: 3 clusters Score -715741.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -715750.937500 Penalty: 4437.401855
	Iteration 24Q: 3 clusters Score -715750.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -715758.562500 Penalty: 4437.401855
	Iteration 25Q: 3 clusters Score -715758.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -715765.812500 Penalty: 4437.401855
	Iteration 26Q: 3 clusters Score -715765.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -715771.062500 Penalty: 4437.401855
	Iteration 27Q: 3 clusters Score -715771.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -715773.875000 Penalty: 4437.401855
	Iteration 28Q: 3 clusters Score -715773.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -715776.062500 Penalty: 4437.401855
	Iteration 29Q: 3 clusters Score -715776.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -715778.562500 Penalty: 4437.401855
	Iteration 30Q: 3 clusters Score -715778.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -715780.437500 Penalty: 4437.401855
	Iteration 31Q: 3 clusters Score -715780.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -715783.125000 Penalty: 4437.401855
	Iteration 32Q: 3 clusters Score -715783.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -715780.562500 Penalty: 4437.401855
	Iteration 33Q: 3 clusters Score -715780.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -715780.125000 Penalty: 4437.401855
	Iteration 34Q: 3 clusters Score -715780.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -715781.937500 Penalty: 4437.401855
	Iteration 35Q: 3 clusters Score -715781.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -715782.562500 Penalty: 4437.401855
	Iteration 36Q: 3 clusters Score -715782.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -715782.937500 Penalty: 4437.401855
	Iteration 37Q: 3 clusters Score -715782.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -715783.125000 Penalty: 4437.401855
	Iteration 38Q: 3 clusters Score -715783.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -715783.875000 Penalty: 4437.401855
	Iteration 39Q: 3 clusters Score -715783.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -715785.062500 Penalty: 4437.401855
	Iteration 40F: 3 clusters Score -715785.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -715786.250000 Penalty: 4437.401855
	Iteration 41Q: 3 clusters Score -715786.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -715785.125000 Penalty: 4437.401855
	Iteration 42Q: 3 clusters Score -715785.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -715785.125000 Penalty: 4437.401855
	Iteration 43F: 3 clusters Score -715785.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -107342.328125 Penalty: 1706.080322
	Iteration 0F: 2 clusters Score -107342.3 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 491 members 
Entering Unmasked Estep 
Score: -105413.804688 Penalty: 3412.160645
	Iteration 0F: 3 clusters Score -105413.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -105648.132812 Penalty: 3412.160645
	Iteration 1F: 3 clusters Score -105648.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -105714.429688 Penalty: 3412.160645
	Iteration 2F: 3 clusters Score -105714.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -105737.937500 Penalty: 3412.160645
	Iteration 3Q: 3 clusters Score -105737.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -105752.164062 Penalty: 3412.160645
	Iteration 4Q: 3 clusters Score -105752.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -105766.093750 Penalty: 3412.160645
	Iteration 5Q: 3 clusters Score -105766.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -105772.500000 Penalty: 3412.160645
	Iteration 6Q: 3 clusters Score -105772.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -105780.875000 Penalty: 3412.160645
	Iteration 7Q: 3 clusters Score -105780.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -105786.539062 Penalty: 3412.160645
	Iteration 8Q: 3 clusters Score -105786.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -105787.921875 Penalty: 3412.160645
	Iteration 9Q: 3 clusters Score -105787.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -105787.921875 Penalty: 3412.160645
	Iteration 10F: 3 clusters Score -105787.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Entering Unmasked Estep 
Score: -781125.750000 Penalty: 2299.595947
	Iteration 0F: 2 clusters Score -781125.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -773040.000000 Penalty: 4599.191895
	Iteration 0F: 3 clusters Score -773040 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -775740.500000 Penalty: 4599.191895
	Iteration 1F: 3 clusters Score -775740.5 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -776238.062500 Penalty: 4599.191895
	Iteration 2F: 3 clusters Score -776238.1 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -776577.687500 Penalty: 4599.191895
	Iteration 3F: 3 clusters Score -776577.7 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -776868.500000 Penalty: 4599.191895
	Iteration 4F: 3 clusters Score -776868.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -777081.562500 Penalty: 4599.191895
	Iteration 5Q: 3 clusters Score -777081.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -777281.562500 Penalty: 4599.191895
	Iteration 6Q: 3 clusters Score -777281.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -777473.875000 Penalty: 4599.191895
	Iteration 7Q: 3 clusters Score -777473.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -777649.125000 Penalty: 4599.191895
	Iteration 8Q: 3 clusters Score -777649.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -777825.312500 Penalty: 4599.191895
	Iteration 9Q: 3 clusters Score -777825.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -778000.500000 Penalty: 4599.191895
	Iteration 10Q: 3 clusters Score -778000.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -778177.687500 Penalty: 4599.191895
	Iteration 11Q: 3 clusters Score -778177.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -778355.875000 Penalty: 4599.191895
	Iteration 12Q: 3 clusters Score -778355.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -778538.250000 Penalty: 4599.191895
	Iteration 13Q: 3 clusters Score -778538.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -778690.375000 Penalty: 4599.191895
	Iteration 14Q: 3 clusters Score -778690.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -778820.000000 Penalty: 4599.191895
	Iteration 15Q: 3 clusters Score -778820 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -778923.437500 Penalty: 4599.191895
	Iteration 16Q: 3 clusters Score -778923.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -779012.062500 Penalty: 4599.191895
	Iteration 17Q: 3 clusters Score -779012.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -779088.562500 Penalty: 4599.191895
	Iteration 18Q: 3 clusters Score -779088.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -779183.250000 Penalty: 4599.191895
	Iteration 19Q: 3 clusters Score -779183.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -779290.500000 Penalty: 4599.191895
	Iteration 20F: 3 clusters Score -779290.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -779366.562500 Penalty: 4599.191895
	Iteration 21Q: 3 clusters Score -779366.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -779415.062500 Penalty: 4599.191895
	Iteration 22Q: 3 clusters Score -779415.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -779452.062500 Penalty: 4599.191895
	Iteration 23Q: 3 clusters Score -779452.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -779487.875000 Penalty: 4599.191895
	Iteration 24Q: 3 clusters Score -779487.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -779510.125000 Penalty: 4599.191895
	Iteration 25Q: 3 clusters Score -779510.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -779537.250000 Penalty: 4599.191895
	Iteration 26Q: 3 clusters Score -779537.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -779566.625000 Penalty: 4599.191895
	Iteration 27Q: 3 clusters Score -779566.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -779600.937500 Penalty: 4599.191895
	Iteration 28Q: 3 clusters Score -779600.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -779639.937500 Penalty: 4599.191895
	Iteration 29Q: 3 clusters Score -779639.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -779676.375000 Penalty: 4599.191895
	Iteration 30Q: 3 clusters Score -779676.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -779710.625000 Penalty: 4599.191895
	Iteration 31Q: 3 clusters Score -779710.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -779741.687500 Penalty: 4599.191895
	Iteration 32Q: 3 clusters Score -779741.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -779775.625000 Penalty: 4599.191895
	Iteration 33Q: 3 clusters Score -779775.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -779805.562500 Penalty: 4599.191895
	Iteration 34Q: 3 clusters Score -779805.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -779844.937500 Penalty: 4599.191895
	Iteration 35Q: 3 clusters Score -779844.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -779882.062500 Penalty: 4599.191895
	Iteration 36Q: 3 clusters Score -779882.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -779931.187500 Penalty: 4599.191895
	Iteration 37Q: 3 clusters Score -779931.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -779971.125000 Penalty: 4599.191895
	Iteration 38Q: 3 clusters Score -779971.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -780016.812500 Penalty: 4599.191895
	Iteration 39Q: 3 clusters Score -780016.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -780064.187500 Penalty: 4599.191895
	Iteration 40F: 3 clusters Score -780064.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -780101.187500 Penalty: 4599.191895
	Iteration 41Q: 3 clusters Score -780101.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -780138.062500 Penalty: 4599.191895
	Iteration 42Q: 3 clusters Score -780138.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -780182.687500 Penalty: 4599.191895
	Iteration 43Q: 3 clusters Score -780182.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -780228.250000 Penalty: 4599.191895
	Iteration 44Q: 3 clusters Score -780228.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -780273.500000 Penalty: 4599.191895
	Iteration 45Q: 3 clusters Score -780273.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -780315.875000 Penalty: 4599.191895
	Iteration 46Q: 3 clusters Score -780315.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -780348.187500 Penalty: 4599.191895
	Iteration 47Q: 3 clusters Score -780348.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -780371.187500 Penalty: 4599.191895
	Iteration 48Q: 3 clusters Score -780371.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -780385.500000 Penalty: 4599.191895
	Iteration 49Q: 3 clusters Score -780385.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -780397.375000 Penalty: 4599.191895
	Iteration 50Q: 3 clusters Score -780397.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -780404.812500 Penalty: 4599.191895
	Iteration 51Q: 3 clusters Score -780404.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -780410.125000 Penalty: 4599.191895
	Iteration 52Q: 3 clusters Score -780410.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -780413.625000 Penalty: 4599.191895
	Iteration 53Q: 3 clusters Score -780413.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -780418.000000 Penalty: 4599.191895
	Iteration 54Q: 3 clusters Score -780418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -780419.875000 Penalty: 4599.191895
	Iteration 55Q: 3 clusters Score -780419.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -780419.062500 Penalty: 4599.191895
	Iteration 56Q: 3 clusters Score -780419.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -780419.375000 Penalty: 4599.191895
	Iteration 57Q: 3 clusters Score -780419.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -780423.875000 Penalty: 4599.191895
	Iteration 58Q: 3 clusters Score -780423.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -780423.125000 Penalty: 4599.191895
	Iteration 59Q: 3 clusters Score -780423.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -780422.875000 Penalty: 4599.191895
	Iteration 60F: 3 clusters Score -780422.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -780425.187500 Penalty: 4599.191895
	Iteration 61Q: 3 clusters Score -780425.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -780425.187500 Penalty: 4599.191895
	Iteration 62F: 3 clusters Score -780425.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Entering Unmasked Estep 
Score: -1466734.500000 Penalty: 2357.891357
	Iteration 0F: 2 clusters Score -1466734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1456820.625000 Penalty: 4715.782715
	Iteration 0F: 3 clusters Score -1456821 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1459915.375000 Penalty: 4715.782715
	Iteration 1F: 3 clusters Score -1459915 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1460253.000000 Penalty: 4715.782715
	Iteration 2F: 3 clusters Score -1460253 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1460522.875000 Penalty: 4715.782715
	Iteration 3Q: 3 clusters Score -1460523 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1460800.125000 Penalty: 4715.782715
	Iteration 4Q: 3 clusters Score -1460800 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1461104.000000 Penalty: 4715.782715
	Iteration 5Q: 3 clusters Score -1461104 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1461468.625000 Penalty: 4715.782715
	Iteration 6Q: 3 clusters Score -1461469 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1461957.250000 Penalty: 4715.782715
	Iteration 7F: 3 clusters Score -1461957 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1462516.875000 Penalty: 4715.782715
	Iteration 8F: 3 clusters Score -1462517 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1463131.125000 Penalty: 4715.782715
	Iteration 9F: 3 clusters Score -1463131 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1463732.625000 Penalty: 4715.782715
	Iteration 10Q: 3 clusters Score -1463733 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1464203.375000 Penalty: 4715.782715
	Iteration 11Q: 3 clusters Score -1464203 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1464459.500000 Penalty: 4715.782715
	Iteration 12Q: 3 clusters Score -1464460 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1464570.750000 Penalty: 4715.782715
	Iteration 13Q: 3 clusters Score -1464571 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1464656.500000 Penalty: 4715.782715
	Iteration 14Q: 3 clusters Score -1464656 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1464706.000000 Penalty: 4715.782715
	Iteration 15Q: 3 clusters Score -1464706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1464727.500000 Penalty: 4715.782715
	Iteration 16Q: 3 clusters Score -1464728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1464738.000000 Penalty: 4715.782715
	Iteration 17Q: 3 clusters Score -1464738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1464752.500000 Penalty: 4715.782715
	Iteration 18Q: 3 clusters Score -1464752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1464759.375000 Penalty: 4715.782715
	Iteration 19Q: 3 clusters Score -1464759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1464763.000000 Penalty: 4715.782715
	Iteration 20F: 3 clusters Score -1464763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1464771.125000 Penalty: 4715.782715
	Iteration 21Q: 3 clusters Score -1464771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1464774.000000 Penalty: 4715.782715
	Iteration 22Q: 3 clusters Score -1464774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1464776.500000 Penalty: 4715.782715
	Iteration 23Q: 3 clusters Score -1464776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1464778.500000 Penalty: 4715.782715
	Iteration 24Q: 3 clusters Score -1464778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1464779.875000 Penalty: 4715.782715
	Iteration 25Q: 3 clusters Score -1464780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1464781.250000 Penalty: 4715.782715
	Iteration 26Q: 3 clusters Score -1464781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1464784.250000 Penalty: 4715.782715
	Iteration 27Q: 3 clusters Score -1464784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1464788.375000 Penalty: 4715.782715
	Iteration 28Q: 3 clusters Score -1464788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1464789.250000 Penalty: 4715.782715
	Iteration 29Q: 3 clusters Score -1464789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1464788.875000 Penalty: 4715.782715
	Iteration 30Q: 3 clusters Score -1464789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1464789.375000 Penalty: 4715.782715
	Iteration 31Q: 3 clusters Score -1464789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1464789.375000 Penalty: 4715.782715
	Iteration 32F: 3 clusters Score -1464789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -95693.593750 Penalty: 1700.924072
	Iteration 0F: 2 clusters Score -95693.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -93795.140625 Penalty: 3401.848145
	Iteration 0F: 3 clusters Score -93795.14 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -94102.218750 Penalty: 3401.848145
	Iteration 1F: 3 clusters Score -94102.22 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -94167.250000 Penalty: 3401.848145
	Iteration 2F: 3 clusters Score -94167.25 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -94225.257812 Penalty: 3401.848145
	Iteration 3Q: 3 clusters Score -94225.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -94244.273438 Penalty: 3401.848145
	Iteration 4Q: 3 clusters Score -94244.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -94258.929688 Penalty: 3401.848145
	Iteration 5Q: 3 clusters Score -94258.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -94268.804688 Penalty: 3401.848145
	Iteration 6Q: 3 clusters Score -94268.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -94275.968750 Penalty: 3401.848145
	Iteration 7Q: 3 clusters Score -94275.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -94285.195312 Penalty: 3401.848145
	Iteration 8Q: 3 clusters Score -94285.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -94293.546875 Penalty: 3401.848145
	Iteration 9Q: 3 clusters Score -94293.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -94298.523438 Penalty: 3401.848145
	Iteration 10Q: 3 clusters Score -94298.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -94301.226562 Penalty: 3401.848145
	Iteration 11Q: 3 clusters Score -94301.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -94303.648438 Penalty: 3401.848145
	Iteration 12Q: 3 clusters Score -94303.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -94306.523438 Penalty: 3401.848145
	Iteration 13Q: 3 clusters Score -94306.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -94308.976562 Penalty: 3401.848145
	Iteration 14Q: 3 clusters Score -94308.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -94313.015625 Penalty: 3401.848145
	Iteration 15Q: 3 clusters Score -94313.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -94316.023438 Penalty: 3401.848145
	Iteration 16Q: 3 clusters Score -94316.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -94317.539062 Penalty: 3401.848145
	Iteration 17Q: 3 clusters Score -94317.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -94318.898438 Penalty: 3401.848145
	Iteration 18Q: 3 clusters Score -94318.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -94321.515625 Penalty: 3401.848145
	Iteration 19Q: 3 clusters Score -94321.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -94323.382812 Penalty: 3401.848145
	Iteration 20F: 3 clusters Score -94323.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -94324.156250 Penalty: 3401.848145
	Iteration 21Q: 3 clusters Score -94324.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -94325.250000 Penalty: 3401.848145
	Iteration 22Q: 3 clusters Score -94325.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -94325.250000 Penalty: 3401.848145
	Iteration 23F: 3 clusters Score -94325.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (90190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90190 members 
Entering Unmasked Estep 
Score: -9838358.000000 Penalty: 2829.599121
	Iteration 0F: 2 clusters Score -9838358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -9777920.000000 Penalty: 5659.198242
	Iteration 0F: 3 clusters Score -9777920 nChanged 42480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -9802086.000000 Penalty: 5659.198242
	Iteration 1F: 3 clusters Score -9802086 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48233 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -9802933.000000 Penalty: 5659.198242
	Iteration 2Q: 3 clusters Score -9802933 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -9804127.000000 Penalty: 5659.198242
	Iteration 3Q: 3 clusters Score -9804127 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52736 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -9805676.000000 Penalty: 5659.198242
	Iteration 4Q: 3 clusters Score -9805676 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56541 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -9807900.000000 Penalty: 5659.198242
	Iteration 5F: 3 clusters Score -9807900 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61690 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -9811515.000000 Penalty: 5659.198242
	Iteration 6F: 3 clusters Score -9811515 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67945 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -9816278.000000 Penalty: 5659.198242
	Iteration 7F: 3 clusters Score -9816278 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74648 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -9821934.000000 Penalty: 5659.198242
	Iteration 8F: 3 clusters Score -9821934 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80758 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -9827245.000000 Penalty: 5659.198242
	Iteration 9F: 3 clusters Score -9827245 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85156 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -9831159.000000 Penalty: 5659.198242
	Iteration 10Q: 3 clusters Score -9831159 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87872 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -9833728.000000 Penalty: 5659.198242
	Iteration 11Q: 3 clusters Score -9833728 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89218 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -9834958.000000 Penalty: 5659.198242
	Iteration 12Q: 3 clusters Score -9834958 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89700 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -9835498.000000 Penalty: 5659.198242
	Iteration 13Q: 3 clusters Score -9835498 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89829 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -9835668.000000 Penalty: 5659.198242
	Iteration 14Q: 3 clusters Score -9835668 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89880 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9835749.000000 Penalty: 5659.198242
	Iteration 15Q: 3 clusters Score -9835749 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89897 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9835791.000000 Penalty: 5659.198242
	Iteration 16Q: 3 clusters Score -9835791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89907 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9835813.000000 Penalty: 5659.198242
	Iteration 17Q: 3 clusters Score -9835813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89911 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9835825.000000 Penalty: 5659.198242
	Iteration 18Q: 3 clusters Score -9835825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89917 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9835846.000000 Penalty: 5659.198242
	Iteration 19Q: 3 clusters Score -9835846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89921 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9835851.000000 Penalty: 5659.198242
	Iteration 20F: 3 clusters Score -9835851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89926 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9835850.000000 Penalty: 5659.198242
	Iteration 21Q: 3 clusters Score -9835850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89924 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9835864.000000 Penalty: 5659.198242
	Iteration 22Q: 3 clusters Score -9835864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89923 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -9835863.000000 Penalty: 5659.198242
	Iteration 23Q: 3 clusters Score -9835863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89925 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -9835867.000000 Penalty: 5659.198242
	Iteration 24Q: 3 clusters Score -9835867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89926 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9835884.000000 Penalty: 5659.198242
	Iteration 25Q: 3 clusters Score -9835884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89926 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9835876.000000 Penalty: 5659.198242
	Iteration 26Q: 3 clusters Score -9835876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89928 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9835879.000000 Penalty: 5659.198242
	Iteration 27Q: 3 clusters Score -9835879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89929 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -9835882.000000 Penalty: 5659.198242
	Iteration 28Q: 3 clusters Score -9835882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89931 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -9835887.000000 Penalty: 5659.198242
	Iteration 29Q: 3 clusters Score -9835887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89930 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -9835888.000000 Penalty: 5659.198242
	Iteration 30Q: 3 clusters Score -9835888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89930 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -9835888.000000 Penalty: 5659.198242
	Iteration 31F: 3 clusters Score -9835888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (29410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Entering Unmasked Estep 
Score: -3193013.250000 Penalty: 2551.694336
	Iteration 0F: 2 clusters Score -3193013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -3172911.250000 Penalty: 5103.388672
	Iteration 0F: 3 clusters Score -3172911 nChanged 13183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -3180291.500000 Penalty: 5103.388672
	Iteration 1F: 3 clusters Score -3180292 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -3181080.250000 Penalty: 5103.388672
	Iteration 2F: 3 clusters Score -3181080 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -3182050.500000 Penalty: 5103.388672
	Iteration 3F: 3 clusters Score -3182050 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -3183261.500000 Penalty: 5103.388672
	Iteration 4F: 3 clusters Score -3183262 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -3184767.000000 Penalty: 5103.388672
	Iteration 5F: 3 clusters Score -3184767 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -3186406.750000 Penalty: 5103.388672
	Iteration 6F: 3 clusters Score -3186407 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -3187755.000000 Penalty: 5103.388672
	Iteration 7F: 3 clusters Score -3187755 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -3188784.250000 Penalty: 5103.388672
	Iteration 8Q: 3 clusters Score -3188784 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -3189559.750000 Penalty: 5103.388672
	Iteration 9Q: 3 clusters Score -3189560 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -3190151.000000 Penalty: 5103.388672
	Iteration 10Q: 3 clusters Score -3190151 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -3190607.000000 Penalty: 5103.388672
	Iteration 11Q: 3 clusters Score -3190607 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3190957.250000 Penalty: 5103.388672
	Iteration 12Q: 3 clusters Score -3190957 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -3191297.000000 Penalty: 5103.388672
	Iteration 13Q: 3 clusters Score -3191297 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3191531.250000 Penalty: 5103.388672
	Iteration 14Q: 3 clusters Score -3191531 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3191652.750000 Penalty: 5103.388672
	Iteration 15Q: 3 clusters Score -3191653 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3191748.750000 Penalty: 5103.388672
	Iteration 16Q: 3 clusters Score -3191749 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3191814.000000 Penalty: 5103.388672
	Iteration 17Q: 3 clusters Score -3191814 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3191869.250000 Penalty: 5103.388672
	Iteration 18Q: 3 clusters Score -3191869 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3191895.500000 Penalty: 5103.388672
	Iteration 19Q: 3 clusters Score -3191896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3191900.500000 Penalty: 5103.388672
	Iteration 20F: 3 clusters Score -3191900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3191913.750000 Penalty: 5103.388672
	Iteration 21Q: 3 clusters Score -3191914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3191921.250000 Penalty: 5103.388672
	Iteration 22Q: 3 clusters Score -3191921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3191928.250000 Penalty: 5103.388672
	Iteration 23Q: 3 clusters Score -3191928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3191931.500000 Penalty: 5103.388672
	Iteration 24Q: 3 clusters Score -3191932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3191932.250000 Penalty: 5103.388672
	Iteration 25Q: 3 clusters Score -3191932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3191932.500000 Penalty: 5103.388672
	Iteration 26Q: 3 clusters Score -3191932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3191931.000000 Penalty: 5103.388672
	Iteration 27Q: 3 clusters Score -3191931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3191932.250000 Penalty: 5103.388672
	Iteration 28Q: 3 clusters Score -3191932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3191932.000000 Penalty: 5103.388672
	Iteration 29Q: 3 clusters Score -3191932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3191932.000000 Penalty: 5103.388672
	Iteration 30F: 3 clusters Score -3191932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Entering Unmasked Estep 
Score: -922123.875000 Penalty: 2267.469971
	Iteration 0F: 2 clusters Score -922123.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -914855.000000 Penalty: 4534.939941
	Iteration 0F: 3 clusters Score -914855 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -917029.750000 Penalty: 4534.939941
	Iteration 1F: 3 clusters Score -917029.8 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -917455.812500 Penalty: 4534.939941
	Iteration 2F: 3 clusters Score -917455.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -917754.437500 Penalty: 4534.939941
	Iteration 3F: 3 clusters Score -917754.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -918011.812500 Penalty: 4534.939941
	Iteration 4F: 3 clusters Score -918011.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -918232.812500 Penalty: 4534.939941
	Iteration 5Q: 3 clusters Score -918232.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -918403.937500 Penalty: 4534.939941
	Iteration 6Q: 3 clusters Score -918403.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -918566.937500 Penalty: 4534.939941
	Iteration 7Q: 3 clusters Score -918566.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -918706.000000 Penalty: 4534.939941
	Iteration 8Q: 3 clusters Score -918706 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -918841.312500 Penalty: 4534.939941
	Iteration 9Q: 3 clusters Score -918841.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -918955.937500 Penalty: 4534.939941
	Iteration 10Q: 3 clusters Score -918955.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -919047.500000 Penalty: 4534.939941
	Iteration 11Q: 3 clusters Score -919047.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -919125.125000 Penalty: 4534.939941
	Iteration 12Q: 3 clusters Score -919125.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -919196.062500 Penalty: 4534.939941
	Iteration 13Q: 3 clusters Score -919196.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -919275.250000 Penalty: 4534.939941
	Iteration 14Q: 3 clusters Score -919275.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -919349.750000 Penalty: 4534.939941
	Iteration 15Q: 3 clusters Score -919349.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -919413.562500 Penalty: 4534.939941
	Iteration 16Q: 3 clusters Score -919413.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -919469.750000 Penalty: 4534.939941
	Iteration 17Q: 3 clusters Score -919469.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -919519.437500 Penalty: 4534.939941
	Iteration 18Q: 3 clusters Score -919519.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -919563.500000 Penalty: 4534.939941
	Iteration 19Q: 3 clusters Score -919563.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -919608.687500 Penalty: 4534.939941
	Iteration 20F: 3 clusters Score -919608.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -919648.750000 Penalty: 4534.939941
	Iteration 21Q: 3 clusters Score -919648.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -919679.062500 Penalty: 4534.939941
	Iteration 22Q: 3 clusters Score -919679.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -919705.250000 Penalty: 4534.939941
	Iteration 23Q: 3 clusters Score -919705.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -919733.687500 Penalty: 4534.939941
	Iteration 24Q: 3 clusters Score -919733.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -919765.000000 Penalty: 4534.939941
	Iteration 25Q: 3 clusters Score -919765 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -919799.125000 Penalty: 4534.939941
	Iteration 26Q: 3 clusters Score -919799.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -919840.937500 Penalty: 4534.939941
	Iteration 27Q: 3 clusters Score -919840.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -919892.625000 Penalty: 4534.939941
	Iteration 28Q: 3 clusters Score -919892.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -919953.187500 Penalty: 4534.939941
	Iteration 29Q: 3 clusters Score -919953.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -920008.875000 Penalty: 4534.939941
	Iteration 30Q: 3 clusters Score -920008.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -920055.375000 Penalty: 4534.939941
	Iteration 31Q: 3 clusters Score -920055.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -920085.375000 Penalty: 4534.939941
	Iteration 32Q: 3 clusters Score -920085.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -920097.812500 Penalty: 4534.939941
	Iteration 33Q: 3 clusters Score -920097.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -920108.625000 Penalty: 4534.939941
	Iteration 34Q: 3 clusters Score -920108.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -920124.312500 Penalty: 4534.939941
	Iteration 35Q: 3 clusters Score -920124.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -920144.125000 Penalty: 4534.939941
	Iteration 36Q: 3 clusters Score -920144.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -920152.250000 Penalty: 4534.939941
	Iteration 37Q: 3 clusters Score -920152.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -920164.937500 Penalty: 4534.939941
	Iteration 38Q: 3 clusters Score -920164.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -920179.625000 Penalty: 4534.939941
	Iteration 39Q: 3 clusters Score -920179.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -920190.687500 Penalty: 4534.939941
	Iteration 40F: 3 clusters Score -920190.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -920198.125000 Penalty: 4534.939941
	Iteration 41Q: 3 clusters Score -920198.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -920207.312500 Penalty: 4534.939941
	Iteration 42Q: 3 clusters Score -920207.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -920215.062500 Penalty: 4534.939941
	Iteration 43Q: 3 clusters Score -920215.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -920222.750000 Penalty: 4534.939941
	Iteration 44Q: 3 clusters Score -920222.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -920229.375000 Penalty: 4534.939941
	Iteration 45Q: 3 clusters Score -920229.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -920232.562500 Penalty: 4534.939941
	Iteration 46Q: 3 clusters Score -920232.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -920235.375000 Penalty: 4534.939941
	Iteration 47Q: 3 clusters Score -920235.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -920236.062500 Penalty: 4534.939941
	Iteration 48Q: 3 clusters Score -920236.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -920238.625000 Penalty: 4534.939941
	Iteration 49Q: 3 clusters Score -920238.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -920243.437500 Penalty: 4534.939941
	Iteration 50Q: 3 clusters Score -920243.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -920245.500000 Penalty: 4534.939941
	Iteration 51Q: 3 clusters Score -920245.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -920247.750000 Penalty: 4534.939941
	Iteration 52Q: 3 clusters Score -920247.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -920250.125000 Penalty: 4534.939941
	Iteration 53Q: 3 clusters Score -920250.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -920251.437500 Penalty: 4534.939941
	Iteration 54Q: 3 clusters Score -920251.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -920250.937500 Penalty: 4534.939941
	Iteration 55Q: 3 clusters Score -920250.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -920252.875000 Penalty: 4534.939941
	Iteration 56Q: 3 clusters Score -920252.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -920254.750000 Penalty: 4534.939941
	Iteration 57Q: 3 clusters Score -920254.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -920255.562500 Penalty: 4534.939941
	Iteration 58Q: 3 clusters Score -920255.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -920259.875000 Penalty: 4534.939941
	Iteration 59Q: 3 clusters Score -920259.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -920263.125000 Penalty: 4534.939941
	Iteration 60F: 3 clusters Score -920263.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -920264.375000 Penalty: 4534.939941
	Iteration 61Q: 3 clusters Score -920264.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -920267.187500 Penalty: 4534.939941
	Iteration 62Q: 3 clusters Score -920267.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -920271.812500 Penalty: 4534.939941
	Iteration 63Q: 3 clusters Score -920271.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -920275.000000 Penalty: 4534.939941
	Iteration 64Q: 3 clusters Score -920275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -920279.562500 Penalty: 4534.939941
	Iteration 65Q: 3 clusters Score -920279.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -920288.937500 Penalty: 4534.939941
	Iteration 66Q: 3 clusters Score -920288.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -920292.750000 Penalty: 4534.939941
	Iteration 67Q: 3 clusters Score -920292.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -920297.437500 Penalty: 4534.939941
	Iteration 68Q: 3 clusters Score -920297.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -920302.750000 Penalty: 4534.939941
	Iteration 69Q: 3 clusters Score -920302.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -920308.500000 Penalty: 4534.939941
	Iteration 70Q: 3 clusters Score -920308.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -920312.312500 Penalty: 4534.939941
	Iteration 71Q: 3 clusters Score -920312.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -920318.312500 Penalty: 4534.939941
	Iteration 72Q: 3 clusters Score -920318.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -920323.250000 Penalty: 4534.939941
	Iteration 73Q: 3 clusters Score -920323.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -920331.187500 Penalty: 4534.939941
	Iteration 74Q: 3 clusters Score -920331.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -920333.250000 Penalty: 4534.939941
	Iteration 75Q: 3 clusters Score -920333.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -920332.750000 Penalty: 4534.939941
	Iteration 76Q: 3 clusters Score -920332.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -920334.375000 Penalty: 4534.939941
	Iteration 77Q: 3 clusters Score -920334.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -920336.875000 Penalty: 4534.939941
	Iteration 78Q: 3 clusters Score -920336.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -920335.750000 Penalty: 4534.939941
	Iteration 79Q: 3 clusters Score -920335.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -920337.562500 Penalty: 4534.939941
	Iteration 80F: 3 clusters Score -920337.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -920335.812500 Penalty: 4534.939941
	Iteration 81Q: 3 clusters Score -920335.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -920335.312500 Penalty: 4534.939941
	Iteration 82Q: 3 clusters Score -920335.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -920335.312500 Penalty: 4534.939941
	Iteration 83F: 3 clusters Score -920335.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Entering Unmasked Estep 
Score: -560669.250000 Penalty: 2162.795654
	Iteration 0F: 2 clusters Score -560669.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -555512.437500 Penalty: 4325.591309
	Iteration 0F: 3 clusters Score -555512.4 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -556971.000000 Penalty: 4325.591309
	Iteration 1F: 3 clusters Score -556971 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -557266.062500 Penalty: 4325.591309
	Iteration 2F: 3 clusters Score -557266.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -557464.375000 Penalty: 4325.591309
	Iteration 3F: 3 clusters Score -557464.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -557652.562500 Penalty: 4325.591309
	Iteration 4Q: 3 clusters Score -557652.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -557814.000000 Penalty: 4325.591309
	Iteration 5Q: 3 clusters Score -557814 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -557931.750000 Penalty: 4325.591309
	Iteration 6Q: 3 clusters Score -557931.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -558039.812500 Penalty: 4325.591309
	Iteration 7Q: 3 clusters Score -558039.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -558134.062500 Penalty: 4325.591309
	Iteration 8Q: 3 clusters Score -558134.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -558212.437500 Penalty: 4325.591309
	Iteration 9Q: 3 clusters Score -558212.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -558275.187500 Penalty: 4325.591309
	Iteration 10Q: 3 clusters Score -558275.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -558328.875000 Penalty: 4325.591309
	Iteration 11Q: 3 clusters Score -558328.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -558382.937500 Penalty: 4325.591309
	Iteration 12Q: 3 clusters Score -558382.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -558429.125000 Penalty: 4325.591309
	Iteration 13Q: 3 clusters Score -558429.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -558468.562500 Penalty: 4325.591309
	Iteration 14Q: 3 clusters Score -558468.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -558504.000000 Penalty: 4325.591309
	Iteration 15Q: 3 clusters Score -558504 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -558536.125000 Penalty: 4325.591309
	Iteration 16Q: 3 clusters Score -558536.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -558565.937500 Penalty: 4325.591309
	Iteration 17Q: 3 clusters Score -558565.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -558601.625000 Penalty: 4325.591309
	Iteration 18Q: 3 clusters Score -558601.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -558638.750000 Penalty: 4325.591309
	Iteration 19Q: 3 clusters Score -558638.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -558669.062500 Penalty: 4325.591309
	Iteration 20F: 3 clusters Score -558669.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -558709.000000 Penalty: 4325.591309
	Iteration 21Q: 3 clusters Score -558709 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -558748.562500 Penalty: 4325.591309
	Iteration 22Q: 3 clusters Score -558748.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -558792.312500 Penalty: 4325.591309
	Iteration 23Q: 3 clusters Score -558792.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -558856.500000 Penalty: 4325.591309
	Iteration 24Q: 3 clusters Score -558856.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -558934.312500 Penalty: 4325.591309
	Iteration 25Q: 3 clusters Score -558934.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -559025.562500 Penalty: 4325.591309
	Iteration 26Q: 3 clusters Score -559025.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -559118.875000 Penalty: 4325.591309
	Iteration 27Q: 3 clusters Score -559118.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -559223.125000 Penalty: 4325.591309
	Iteration 28Q: 3 clusters Score -559223.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -559305.437500 Penalty: 4325.591309
	Iteration 29Q: 3 clusters Score -559305.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -559352.500000 Penalty: 4325.591309
	Iteration 30Q: 3 clusters Score -559352.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -559382.312500 Penalty: 4325.591309
	Iteration 31Q: 3 clusters Score -559382.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -559400.250000 Penalty: 4325.591309
	Iteration 32Q: 3 clusters Score -559400.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -559416.000000 Penalty: 4325.591309
	Iteration 33Q: 3 clusters Score -559416 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -559431.250000 Penalty: 4325.591309
	Iteration 34Q: 3 clusters Score -559431.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -559442.375000 Penalty: 4325.591309
	Iteration 35Q: 3 clusters Score -559442.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -559452.062500 Penalty: 4325.591309
	Iteration 36Q: 3 clusters Score -559452.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -559456.937500 Penalty: 4325.591309
	Iteration 37Q: 3 clusters Score -559456.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -559462.875000 Penalty: 4325.591309
	Iteration 38Q: 3 clusters Score -559462.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -559466.500000 Penalty: 4325.591309
	Iteration 39Q: 3 clusters Score -559466.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -559472.750000 Penalty: 4325.591309
	Iteration 40F: 3 clusters Score -559472.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -559475.937500 Penalty: 4325.591309
	Iteration 41Q: 3 clusters Score -559475.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -559478.375000 Penalty: 4325.591309
	Iteration 42Q: 3 clusters Score -559478.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -559480.687500 Penalty: 4325.591309
	Iteration 43Q: 3 clusters Score -559480.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -559482.437500 Penalty: 4325.591309
	Iteration 44Q: 3 clusters Score -559482.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -559485.687500 Penalty: 4325.591309
	Iteration 45Q: 3 clusters Score -559485.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -559485.125000 Penalty: 4325.591309
	Iteration 46Q: 3 clusters Score -559485.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -559487.562500 Penalty: 4325.591309
	Iteration 47Q: 3 clusters Score -559487.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -559487.500000 Penalty: 4325.591309
	Iteration 48Q: 3 clusters Score -559487.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -559487.562500 Penalty: 4325.591309
	Iteration 49Q: 3 clusters Score -559487.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -559487.562500 Penalty: 4325.591309
	Iteration 50F: 3 clusters Score -559487.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Entering Unmasked Estep 
Score: -950343.250000 Penalty: 2253.249512
	Iteration 0F: 2 clusters Score -950343.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -943393.562500 Penalty: 4506.499023
	Iteration 0F: 3 clusters Score -943393.6 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -945400.750000 Penalty: 4506.499023
	Iteration 1F: 3 clusters Score -945400.8 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -945702.500000 Penalty: 4506.499023
	Iteration 2F: 3 clusters Score -945702.5 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -945974.000000 Penalty: 4506.499023
	Iteration 3F: 3 clusters Score -945974 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -946241.625000 Penalty: 4506.499023
	Iteration 4Q: 3 clusters Score -946241.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -946466.937500 Penalty: 4506.499023
	Iteration 5Q: 3 clusters Score -946466.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -946655.250000 Penalty: 4506.499023
	Iteration 6Q: 3 clusters Score -946655.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -946815.312500 Penalty: 4506.499023
	Iteration 7Q: 3 clusters Score -946815.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -946950.312500 Penalty: 4506.499023
	Iteration 8Q: 3 clusters Score -946950.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -947077.687500 Penalty: 4506.499023
	Iteration 9Q: 3 clusters Score -947077.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -947188.875000 Penalty: 4506.499023
	Iteration 10Q: 3 clusters Score -947188.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -947289.625000 Penalty: 4506.499023
	Iteration 11Q: 3 clusters Score -947289.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -947372.250000 Penalty: 4506.499023
	Iteration 12Q: 3 clusters Score -947372.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -947442.625000 Penalty: 4506.499023
	Iteration 13Q: 3 clusters Score -947442.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -947496.062500 Penalty: 4506.499023
	Iteration 14Q: 3 clusters Score -947496.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -947536.875000 Penalty: 4506.499023
	Iteration 15Q: 3 clusters Score -947536.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -947573.312500 Penalty: 4506.499023
	Iteration 16Q: 3 clusters Score -947573.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -947610.750000 Penalty: 4506.499023
	Iteration 17Q: 3 clusters Score -947610.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -947636.625000 Penalty: 4506.499023
	Iteration 18Q: 3 clusters Score -947636.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -947665.437500 Penalty: 4506.499023
	Iteration 19Q: 3 clusters Score -947665.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -947694.500000 Penalty: 4506.499023
	Iteration 20F: 3 clusters Score -947694.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -947710.312500 Penalty: 4506.499023
	Iteration 21Q: 3 clusters Score -947710.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -947724.875000 Penalty: 4506.499023
	Iteration 22Q: 3 clusters Score -947724.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -947736.937500 Penalty: 4506.499023
	Iteration 23Q: 3 clusters Score -947736.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -947750.187500 Penalty: 4506.499023
	Iteration 24Q: 3 clusters Score -947750.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -947763.000000 Penalty: 4506.499023
	Iteration 25Q: 3 clusters Score -947763 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -947779.375000 Penalty: 4506.499023
	Iteration 26Q: 3 clusters Score -947779.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -947789.750000 Penalty: 4506.499023
	Iteration 27Q: 3 clusters Score -947789.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -947805.750000 Penalty: 4506.499023
	Iteration 28Q: 3 clusters Score -947805.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -947820.812500 Penalty: 4506.499023
	Iteration 29Q: 3 clusters Score -947820.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -947841.937500 Penalty: 4506.499023
	Iteration 30Q: 3 clusters Score -947841.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -947853.125000 Penalty: 4506.499023
	Iteration 31Q: 3 clusters Score -947853.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -947868.062500 Penalty: 4506.499023
	Iteration 32Q: 3 clusters Score -947868.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -947881.750000 Penalty: 4506.499023
	Iteration 33Q: 3 clusters Score -947881.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -947886.562500 Penalty: 4506.499023
	Iteration 34Q: 3 clusters Score -947886.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -947898.937500 Penalty: 4506.499023
	Iteration 35Q: 3 clusters Score -947898.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -947903.812500 Penalty: 4506.499023
	Iteration 36Q: 3 clusters Score -947903.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -947905.937500 Penalty: 4506.499023
	Iteration 37Q: 3 clusters Score -947905.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -947915.562500 Penalty: 4506.499023
	Iteration 38Q: 3 clusters Score -947915.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -947918.375000 Penalty: 4506.499023
	Iteration 39Q: 3 clusters Score -947918.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -947922.937500 Penalty: 4506.499023
	Iteration 40F: 3 clusters Score -947922.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -947931.625000 Penalty: 4506.499023
	Iteration 41Q: 3 clusters Score -947931.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -947935.500000 Penalty: 4506.499023
	Iteration 42Q: 3 clusters Score -947935.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -947940.000000 Penalty: 4506.499023
	Iteration 43Q: 3 clusters Score -947940 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -947948.625000 Penalty: 4506.499023
	Iteration 44Q: 3 clusters Score -947948.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -947955.000000 Penalty: 4506.499023
	Iteration 45Q: 3 clusters Score -947955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -947959.062500 Penalty: 4506.499023
	Iteration 46Q: 3 clusters Score -947959.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -947962.000000 Penalty: 4506.499023
	Iteration 47Q: 3 clusters Score -947962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -947968.812500 Penalty: 4506.499023
	Iteration 48Q: 3 clusters Score -947968.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -947973.812500 Penalty: 4506.499023
	Iteration 49Q: 3 clusters Score -947973.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -947979.875000 Penalty: 4506.499023
	Iteration 50Q: 3 clusters Score -947979.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -947979.875000 Penalty: 4506.499023
	Iteration 51Q: 3 clusters Score -947979.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -947982.500000 Penalty: 4506.499023
	Iteration 52Q: 3 clusters Score -947982.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -947985.687500 Penalty: 4506.499023
	Iteration 53Q: 3 clusters Score -947985.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -947989.562500 Penalty: 4506.499023
	Iteration 54Q: 3 clusters Score -947989.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -947988.812500 Penalty: 4506.499023
	Iteration 55Q: 3 clusters Score -947988.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -947992.500000 Penalty: 4506.499023
	Iteration 56Q: 3 clusters Score -947992.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -947992.250000 Penalty: 4506.499023
	Iteration 57Q: 3 clusters Score -947992.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -947995.500000 Penalty: 4506.499023
	Iteration 58Q: 3 clusters Score -947995.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -947993.937500 Penalty: 4506.499023
	Iteration 59Q: 3 clusters Score -947993.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -948000.250000 Penalty: 4506.499023
	Iteration 60F: 3 clusters Score -948000.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -947999.687500 Penalty: 4506.499023
	Iteration 61Q: 3 clusters Score -947999.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -948000.562500 Penalty: 4506.499023
	Iteration 62Q: 3 clusters Score -948000.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -948002.437500 Penalty: 4506.499023
	Iteration 63Q: 3 clusters Score -948002.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -948003.750000 Penalty: 4506.499023
	Iteration 64Q: 3 clusters Score -948003.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -948004.562500 Penalty: 4506.499023
	Iteration 65Q: 3 clusters Score -948004.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -948005.250000 Penalty: 4506.499023
	Iteration 66Q: 3 clusters Score -948005.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -948005.375000 Penalty: 4506.499023
	Iteration 67Q: 3 clusters Score -948005.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -948007.125000 Penalty: 4506.499023
	Iteration 68Q: 3 clusters Score -948007.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -948007.437500 Penalty: 4506.499023
	Iteration 69Q: 3 clusters Score -948007.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -948010.312500 Penalty: 4506.499023
	Iteration 70Q: 3 clusters Score -948010.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -948009.312500 Penalty: 4506.499023
	Iteration 71Q: 3 clusters Score -948009.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -948009.687500 Penalty: 4506.499023
	Iteration 72Q: 3 clusters Score -948009.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -948011.062500 Penalty: 4506.499023
	Iteration 73Q: 3 clusters Score -948011.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -948013.187500 Penalty: 4506.499023
	Iteration 74Q: 3 clusters Score -948013.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -948012.500000 Penalty: 4506.499023
	Iteration 75Q: 3 clusters Score -948012.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -948012.562500 Penalty: 4506.499023
	Iteration 76Q: 3 clusters Score -948012.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -948011.062500 Penalty: 4506.499023
	Iteration 77Q: 3 clusters Score -948011.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -948011.187500 Penalty: 4506.499023
	Iteration 78Q: 3 clusters Score -948011.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -948011.500000 Penalty: 4506.499023
	Iteration 79Q: 3 clusters Score -948011.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -948014.250000 Penalty: 4506.499023
	Iteration 80F: 3 clusters Score -948014.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -948016.062500 Penalty: 4506.499023
	Iteration 81Q: 3 clusters Score -948016.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -948018.312500 Penalty: 4506.499023
	Iteration 82Q: 3 clusters Score -948018.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -948018.812500 Penalty: 4506.499023
	Iteration 83Q: 3 clusters Score -948018.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -948023.750000 Penalty: 4506.499023
	Iteration 84Q: 3 clusters Score -948023.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -948022.062500 Penalty: 4506.499023
	Iteration 85Q: 3 clusters Score -948022.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -948024.437500 Penalty: 4506.499023
	Iteration 86Q: 3 clusters Score -948024.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -948024.062500 Penalty: 4506.499023
	Iteration 87Q: 3 clusters Score -948024.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -948025.500000 Penalty: 4506.499023
	Iteration 88Q: 3 clusters Score -948025.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -948026.187500 Penalty: 4506.499023
	Iteration 89Q: 3 clusters Score -948026.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -948029.687500 Penalty: 4506.499023
	Iteration 90Q: 3 clusters Score -948029.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -948029.312500 Penalty: 4506.499023
	Iteration 91Q: 3 clusters Score -948029.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -948028.250000 Penalty: 4506.499023
	Iteration 92Q: 3 clusters Score -948028.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -948024.812500 Penalty: 4506.499023
	Iteration 93Q: 3 clusters Score -948024.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -948027.687500 Penalty: 4506.499023
	Iteration 94Q: 3 clusters Score -948027.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -948026.937500 Penalty: 4506.499023
	Iteration 95Q: 3 clusters Score -948026.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -948028.250000 Penalty: 4506.499023
	Iteration 96Q: 3 clusters Score -948028.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -948028.250000 Penalty: 4506.499023
	Iteration 97F: 3 clusters Score -948028.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Entering Unmasked Estep 
Score: -1557706.500000 Penalty: 2369.971924
	Iteration 0F: 2 clusters Score -1557706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1547440.125000 Penalty: 4739.943848
	Iteration 0F: 3 clusters Score -1547440 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1550662.375000 Penalty: 4739.943848
	Iteration 1F: 3 clusters Score -1550662 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1551015.375000 Penalty: 4739.943848
	Iteration 2F: 3 clusters Score -1551015 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1551355.125000 Penalty: 4739.943848
	Iteration 3F: 3 clusters Score -1551355 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1551665.375000 Penalty: 4739.943848
	Iteration 4Q: 3 clusters Score -1551665 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1552040.500000 Penalty: 4739.943848
	Iteration 5Q: 3 clusters Score -1552040 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1552471.875000 Penalty: 4739.943848
	Iteration 6F: 3 clusters Score -1552472 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1552945.250000 Penalty: 4739.943848
	Iteration 7F: 3 clusters Score -1552945 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1553432.500000 Penalty: 4739.943848
	Iteration 8F: 3 clusters Score -1553432 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1553873.125000 Penalty: 4739.943848
	Iteration 9Q: 3 clusters Score -1553873 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1554290.375000 Penalty: 4739.943848
	Iteration 10Q: 3 clusters Score -1554290 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1554647.000000 Penalty: 4739.943848
	Iteration 11Q: 3 clusters Score -1554647 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1554902.750000 Penalty: 4739.943848
	Iteration 12Q: 3 clusters Score -1554903 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1555094.000000 Penalty: 4739.943848
	Iteration 13Q: 3 clusters Score -1555094 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1555242.375000 Penalty: 4739.943848
	Iteration 14Q: 3 clusters Score -1555242 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1555364.750000 Penalty: 4739.943848
	Iteration 15Q: 3 clusters Score -1555365 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1555439.875000 Penalty: 4739.943848
	Iteration 16Q: 3 clusters Score -1555440 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1555505.375000 Penalty: 4739.943848
	Iteration 17Q: 3 clusters Score -1555505 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1555564.750000 Penalty: 4739.943848
	Iteration 18Q: 3 clusters Score -1555565 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1555609.500000 Penalty: 4739.943848
	Iteration 19Q: 3 clusters Score -1555610 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1555643.750000 Penalty: 4739.943848
	Iteration 20F: 3 clusters Score -1555644 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1555668.750000 Penalty: 4739.943848
	Iteration 21Q: 3 clusters Score -1555669 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1555696.000000 Penalty: 4739.943848
	Iteration 22Q: 3 clusters Score -1555696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1555711.375000 Penalty: 4739.943848
	Iteration 23Q: 3 clusters Score -1555711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1555718.250000 Penalty: 4739.943848
	Iteration 24Q: 3 clusters Score -1555718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1555720.750000 Penalty: 4739.943848
	Iteration 25Q: 3 clusters Score -1555721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1555724.375000 Penalty: 4739.943848
	Iteration 26Q: 3 clusters Score -1555724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1555728.875000 Penalty: 4739.943848
	Iteration 27Q: 3 clusters Score -1555729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1555731.875000 Penalty: 4739.943848
	Iteration 28Q: 3 clusters Score -1555732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1555735.500000 Penalty: 4739.943848
	Iteration 29Q: 3 clusters Score -1555736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1555736.500000 Penalty: 4739.943848
	Iteration 30Q: 3 clusters Score -1555736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1555739.625000 Penalty: 4739.943848
	Iteration 31Q: 3 clusters Score -1555740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1555743.750000 Penalty: 4739.943848
	Iteration 32Q: 3 clusters Score -1555744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1555743.000000 Penalty: 4739.943848
	Iteration 33Q: 3 clusters Score -1555743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1555746.375000 Penalty: 4739.943848
	Iteration 34Q: 3 clusters Score -1555746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1555749.625000 Penalty: 4739.943848
	Iteration 35Q: 3 clusters Score -1555750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1555751.625000 Penalty: 4739.943848
	Iteration 36Q: 3 clusters Score -1555752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1555752.250000 Penalty: 4739.943848
	Iteration 37Q: 3 clusters Score -1555752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1555752.250000 Penalty: 4739.943848
	Iteration 38F: 3 clusters Score -1555752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Entering Unmasked Estep 
Score: -568787.375000 Penalty: 2122.085938
	Iteration 0F: 2 clusters Score -568787.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -564162.750000 Penalty: 4244.171875
	Iteration 0F: 3 clusters Score -564162.8 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -565251.625000 Penalty: 4244.171875
	Iteration 1F: 3 clusters Score -565251.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -565433.937500 Penalty: 4244.171875
	Iteration 2F: 3 clusters Score -565433.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -565555.250000 Penalty: 4244.171875
	Iteration 3Q: 3 clusters Score -565555.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -565642.687500 Penalty: 4244.171875
	Iteration 4Q: 3 clusters Score -565642.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -565702.687500 Penalty: 4244.171875
	Iteration 5Q: 3 clusters Score -565702.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -565739.437500 Penalty: 4244.171875
	Iteration 6Q: 3 clusters Score -565739.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -565769.750000 Penalty: 4244.171875
	Iteration 7Q: 3 clusters Score -565769.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -565802.687500 Penalty: 4244.171875
	Iteration 8Q: 3 clusters Score -565802.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -565837.937500 Penalty: 4244.171875
	Iteration 9Q: 3 clusters Score -565837.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -565871.562500 Penalty: 4244.171875
	Iteration 10Q: 3 clusters Score -565871.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -565896.375000 Penalty: 4244.171875
	Iteration 11Q: 3 clusters Score -565896.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -565916.312500 Penalty: 4244.171875
	Iteration 12Q: 3 clusters Score -565916.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -565931.562500 Penalty: 4244.171875
	Iteration 13Q: 3 clusters Score -565931.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -565945.000000 Penalty: 4244.171875
	Iteration 14Q: 3 clusters Score -565945 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -565955.875000 Penalty: 4244.171875
	Iteration 15Q: 3 clusters Score -565955.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -565965.812500 Penalty: 4244.171875
	Iteration 16Q: 3 clusters Score -565965.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -565975.750000 Penalty: 4244.171875
	Iteration 17Q: 3 clusters Score -565975.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -565983.437500 Penalty: 4244.171875
	Iteration 18Q: 3 clusters Score -565983.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -565990.375000 Penalty: 4244.171875
	Iteration 19Q: 3 clusters Score -565990.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -566003.437500 Penalty: 4244.171875
	Iteration 20F: 3 clusters Score -566003.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -566013.625000 Penalty: 4244.171875
	Iteration 21Q: 3 clusters Score -566013.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -566024.562500 Penalty: 4244.171875
	Iteration 22Q: 3 clusters Score -566024.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -566040.125000 Penalty: 4244.171875
	Iteration 23Q: 3 clusters Score -566040.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -566055.625000 Penalty: 4244.171875
	Iteration 24Q: 3 clusters Score -566055.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -566077.625000 Penalty: 4244.171875
	Iteration 25Q: 3 clusters Score -566077.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -566106.250000 Penalty: 4244.171875
	Iteration 26Q: 3 clusters Score -566106.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -566132.625000 Penalty: 4244.171875
	Iteration 27Q: 3 clusters Score -566132.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -566158.437500 Penalty: 4244.171875
	Iteration 28Q: 3 clusters Score -566158.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -566182.937500 Penalty: 4244.171875
	Iteration 29Q: 3 clusters Score -566182.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -566201.187500 Penalty: 4244.171875
	Iteration 30Q: 3 clusters Score -566201.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -566221.187500 Penalty: 4244.171875
	Iteration 31Q: 3 clusters Score -566221.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -566249.312500 Penalty: 4244.171875
	Iteration 32Q: 3 clusters Score -566249.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -566274.937500 Penalty: 4244.171875
	Iteration 33Q: 3 clusters Score -566274.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -566306.375000 Penalty: 4244.171875
	Iteration 34Q: 3 clusters Score -566306.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -566338.875000 Penalty: 4244.171875
	Iteration 35Q: 3 clusters Score -566338.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -566373.437500 Penalty: 4244.171875
	Iteration 36Q: 3 clusters Score -566373.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -566404.000000 Penalty: 4244.171875
	Iteration 37Q: 3 clusters Score -566404 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -566435.437500 Penalty: 4244.171875
	Iteration 38Q: 3 clusters Score -566435.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -566472.375000 Penalty: 4244.171875
	Iteration 39Q: 3 clusters Score -566472.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -566507.750000 Penalty: 4244.171875
	Iteration 40F: 3 clusters Score -566507.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -566550.937500 Penalty: 4244.171875
	Iteration 41Q: 3 clusters Score -566550.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -566605.875000 Penalty: 4244.171875
	Iteration 42Q: 3 clusters Score -566605.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -566648.750000 Penalty: 4244.171875
	Iteration 43Q: 3 clusters Score -566648.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -566677.750000 Penalty: 4244.171875
	Iteration 44Q: 3 clusters Score -566677.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -566707.375000 Penalty: 4244.171875
	Iteration 45Q: 3 clusters Score -566707.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -566725.937500 Penalty: 4244.171875
	Iteration 46Q: 3 clusters Score -566725.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -566741.687500 Penalty: 4244.171875
	Iteration 47Q: 3 clusters Score -566741.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -566758.437500 Penalty: 4244.171875
	Iteration 48Q: 3 clusters Score -566758.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -566774.625000 Penalty: 4244.171875
	Iteration 49Q: 3 clusters Score -566774.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -566791.625000 Penalty: 4244.171875
	Iteration 50Q: 3 clusters Score -566791.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -566809.625000 Penalty: 4244.171875
	Iteration 51Q: 3 clusters Score -566809.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -566832.500000 Penalty: 4244.171875
	Iteration 52Q: 3 clusters Score -566832.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -566850.375000 Penalty: 4244.171875
	Iteration 53Q: 3 clusters Score -566850.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -566869.437500 Penalty: 4244.171875
	Iteration 54Q: 3 clusters Score -566869.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -566881.062500 Penalty: 4244.171875
	Iteration 55Q: 3 clusters Score -566881.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -566890.500000 Penalty: 4244.171875
	Iteration 56Q: 3 clusters Score -566890.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -566903.625000 Penalty: 4244.171875
	Iteration 57Q: 3 clusters Score -566903.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -566913.500000 Penalty: 4244.171875
	Iteration 58Q: 3 clusters Score -566913.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -566918.062500 Penalty: 4244.171875
	Iteration 59Q: 3 clusters Score -566918.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -566922.312500 Penalty: 4244.171875
	Iteration 60F: 3 clusters Score -566922.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -566924.125000 Penalty: 4244.171875
	Iteration 61Q: 3 clusters Score -566924.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -566926.812500 Penalty: 4244.171875
	Iteration 62Q: 3 clusters Score -566926.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -566929.562500 Penalty: 4244.171875
	Iteration 63Q: 3 clusters Score -566929.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -566933.687500 Penalty: 4244.171875
	Iteration 64Q: 3 clusters Score -566933.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -566938.062500 Penalty: 4244.171875
	Iteration 65Q: 3 clusters Score -566938.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -566939.000000 Penalty: 4244.171875
	Iteration 66Q: 3 clusters Score -566939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -566939.437500 Penalty: 4244.171875
	Iteration 67Q: 3 clusters Score -566939.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -566939.937500 Penalty: 4244.171875
	Iteration 68Q: 3 clusters Score -566939.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -566941.187500 Penalty: 4244.171875
	Iteration 69Q: 3 clusters Score -566941.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -566942.375000 Penalty: 4244.171875
	Iteration 70Q: 3 clusters Score -566942.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -566943.000000 Penalty: 4244.171875
	Iteration 71Q: 3 clusters Score -566943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -566943.375000 Penalty: 4244.171875
	Iteration 72Q: 3 clusters Score -566943.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -566944.750000 Penalty: 4244.171875
	Iteration 73Q: 3 clusters Score -566944.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -566944.750000 Penalty: 4244.171875
	Iteration 74F: 3 clusters Score -566944.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Entering Unmasked Estep 
Score: -731404.625000 Penalty: 2193.859863
	Iteration 0F: 2 clusters Score -731404.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -725694.437500 Penalty: 4387.719727
	Iteration 0F: 3 clusters Score -725694.4 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -727323.687500 Penalty: 4387.719727
	Iteration 1F: 3 clusters Score -727323.7 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -727574.187500 Penalty: 4387.719727
	Iteration 2F: 3 clusters Score -727574.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -727746.812500 Penalty: 4387.719727
	Iteration 3Q: 3 clusters Score -727746.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -727891.625000 Penalty: 4387.719727
	Iteration 4Q: 3 clusters Score -727891.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -728002.312500 Penalty: 4387.719727
	Iteration 5Q: 3 clusters Score -728002.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -728096.000000 Penalty: 4387.719727
	Iteration 6Q: 3 clusters Score -728096 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -728207.375000 Penalty: 4387.719727
	Iteration 7Q: 3 clusters Score -728207.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -728334.625000 Penalty: 4387.719727
	Iteration 8Q: 3 clusters Score -728334.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -728483.000000 Penalty: 4387.719727
	Iteration 9Q: 3 clusters Score -728483 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -728666.937500 Penalty: 4387.719727
	Iteration 10Q: 3 clusters Score -728666.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -728868.125000 Penalty: 4387.719727
	Iteration 11Q: 3 clusters Score -728868.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -729066.125000 Penalty: 4387.719727
	Iteration 12Q: 3 clusters Score -729066.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -729306.375000 Penalty: 4387.719727
	Iteration 13Q: 3 clusters Score -729306.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -729583.062500 Penalty: 4387.719727
	Iteration 14Q: 3 clusters Score -729583.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -729913.812500 Penalty: 4387.719727
	Iteration 15Q: 3 clusters Score -729913.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -730347.500000 Penalty: 4387.719727
	Iteration 16Q: 3 clusters Score -730347.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -730803.625000 Penalty: 4387.719727
	Iteration 17Q: 3 clusters Score -730803.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -731068.500000 Penalty: 4387.719727
	Iteration 18Q: 3 clusters Score -731068.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -731166.687500 Penalty: 4387.719727
	Iteration 19Q: 3 clusters Score -731166.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -731205.937500 Penalty: 4387.719727
	Iteration 20F: 3 clusters Score -731205.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -731235.625000 Penalty: 4387.719727
	Iteration 21Q: 3 clusters Score -731235.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -731260.562500 Penalty: 4387.719727
	Iteration 22Q: 3 clusters Score -731260.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -731280.875000 Penalty: 4387.719727
	Iteration 23Q: 3 clusters Score -731280.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -731290.750000 Penalty: 4387.719727
	Iteration 24Q: 3 clusters Score -731290.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -731301.000000 Penalty: 4387.719727
	Iteration 25Q: 3 clusters Score -731301 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -731313.750000 Penalty: 4387.719727
	Iteration 26Q: 3 clusters Score -731313.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -731327.187500 Penalty: 4387.719727
	Iteration 27Q: 3 clusters Score -731327.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -731347.562500 Penalty: 4387.719727
	Iteration 28Q: 3 clusters Score -731347.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -731365.312500 Penalty: 4387.719727
	Iteration 29Q: 3 clusters Score -731365.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -731392.937500 Penalty: 4387.719727
	Iteration 30Q: 3 clusters Score -731392.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -731424.750000 Penalty: 4387.719727
	Iteration 31Q: 3 clusters Score -731424.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -731455.250000 Penalty: 4387.719727
	Iteration 32Q: 3 clusters Score -731455.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -731488.625000 Penalty: 4387.719727
	Iteration 33Q: 3 clusters Score -731488.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -731510.750000 Penalty: 4387.719727
	Iteration 34Q: 3 clusters Score -731510.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -731526.187500 Penalty: 4387.719727
	Iteration 35Q: 3 clusters Score -731526.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -731543.437500 Penalty: 4387.719727
	Iteration 36Q: 3 clusters Score -731543.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -731551.625000 Penalty: 4387.719727
	Iteration 37Q: 3 clusters Score -731551.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -731555.000000 Penalty: 4387.719727
	Iteration 38Q: 3 clusters Score -731555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -731557.937500 Penalty: 4387.719727
	Iteration 39Q: 3 clusters Score -731557.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -731558.250000 Penalty: 4387.719727
	Iteration 40F: 3 clusters Score -731558.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -731559.250000 Penalty: 4387.719727
	Iteration 41Q: 3 clusters Score -731559.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -731561.812500 Penalty: 4387.719727
	Iteration 42Q: 3 clusters Score -731561.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -731563.875000 Penalty: 4387.719727
	Iteration 43Q: 3 clusters Score -731563.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -731563.500000 Penalty: 4387.719727
	Iteration 44Q: 3 clusters Score -731563.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -731563.812500 Penalty: 4387.719727
	Iteration 45Q: 3 clusters Score -731563.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -731563.812500 Penalty: 4387.719727
	Iteration 46F: 3 clusters Score -731563.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18898 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 7124 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31920 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19010 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7680 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10642 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 4103 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4422 members 
Mstep: Class 34 contains 2509 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8471 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11114 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25423 members 
Mstep: Class 46 contains 16612 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13666 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5007 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Mstep: Class 58 contains 2845 members 
Entering Unmasked Estep 
Score: -64773804.000000 Penalty: 192486.265625
Splitting cluster 30 changes total score from -64774816.000000 to -64773804.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -38100.781250 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -38100.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -36637.121094 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -36637.12 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36841.089844 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -36841.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36939.757812 Penalty: 3025.758301
	Iteration 2F: 3 clusters Score -36939.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -37013.671875 Penalty: 3025.758301
	Iteration 3Q: 3 clusters Score -37013.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -37070.015625 Penalty: 3025.758301
	Iteration 4Q: 3 clusters Score -37070.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -37112.738281 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -37112.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -37135.886719 Penalty: 3025.758301
	Iteration 6Q: 3 clusters Score -37135.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -37154.074219 Penalty: 3025.758301
	Iteration 7Q: 3 clusters Score -37154.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37168.257812 Penalty: 3025.758301
	Iteration 8Q: 3 clusters Score -37168.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -37172.464844 Penalty: 3025.758301
	Iteration 9Q: 3 clusters Score -37172.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -37176.105469 Penalty: 3025.758301
	Iteration 10Q: 3 clusters Score -37176.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -37176.105469 Penalty: 3025.758301
	Iteration 11F: 3 clusters Score -37176.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -10087.809570 Penalty: 1195.429810
	Iteration 0F: 2 clusters Score -10087.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9200.504883 Penalty: 2390.859619
	Iteration 0F: 3 clusters Score -9200.505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9250.613281 Penalty: 2390.859619
	Iteration 1Q: 3 clusters Score -9250.613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9250.613281 Penalty: 2390.859619
	Iteration 2F: 3 clusters Score -9250.613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Entering Unmasked Estep 
Score: -425608.531250 Penalty: 2081.798096
	Iteration 0F: 2 clusters Score -425608.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -421408.937500 Penalty: 4163.596191
	Iteration 0F: 3 clusters Score -421408.9 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -422470.562500 Penalty: 4163.596191
	Iteration 1F: 3 clusters Score -422470.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -422802.281250 Penalty: 4163.596191
	Iteration 2F: 3 clusters Score -422802.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -423055.062500 Penalty: 4163.596191
	Iteration 3F: 3 clusters Score -423055.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -423229.250000 Penalty: 4163.596191
	Iteration 4F: 3 clusters Score -423229.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -423364.093750 Penalty: 4163.596191
	Iteration 5Q: 3 clusters Score -423364.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -423503.125000 Penalty: 4163.596191
	Iteration 6Q: 3 clusters Score -423503.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -423610.937500 Penalty: 4163.596191
	Iteration 7Q: 3 clusters Score -423610.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -423704.625000 Penalty: 4163.596191
	Iteration 8Q: 3 clusters Score -423704.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -423802.312500 Penalty: 4163.596191
	Iteration 9Q: 3 clusters Score -423802.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -423886.812500 Penalty: 4163.596191
	Iteration 10Q: 3 clusters Score -423886.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -423934.593750 Penalty: 4163.596191
	Iteration 11Q: 3 clusters Score -423934.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -423972.031250 Penalty: 4163.596191
	Iteration 12Q: 3 clusters Score -423972 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -423995.531250 Penalty: 4163.596191
	Iteration 13Q: 3 clusters Score -423995.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -424016.718750 Penalty: 4163.596191
	Iteration 14Q: 3 clusters Score -424016.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -424038.468750 Penalty: 4163.596191
	Iteration 15Q: 3 clusters Score -424038.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -424055.718750 Penalty: 4163.596191
	Iteration 16Q: 3 clusters Score -424055.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -424074.062500 Penalty: 4163.596191
	Iteration 17Q: 3 clusters Score -424074.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -424096.875000 Penalty: 4163.596191
	Iteration 18Q: 3 clusters Score -424096.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -424116.343750 Penalty: 4163.596191
	Iteration 19Q: 3 clusters Score -424116.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -424135.968750 Penalty: 4163.596191
	Iteration 20F: 3 clusters Score -424136 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -424154.281250 Penalty: 4163.596191
	Iteration 21Q: 3 clusters Score -424154.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -424165.000000 Penalty: 4163.596191
	Iteration 22Q: 3 clusters Score -424165 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -424173.125000 Penalty: 4163.596191
	Iteration 23Q: 3 clusters Score -424173.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -424179.750000 Penalty: 4163.596191
	Iteration 24Q: 3 clusters Score -424179.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -424182.250000 Penalty: 4163.596191
	Iteration 25Q: 3 clusters Score -424182.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -424184.406250 Penalty: 4163.596191
	Iteration 26Q: 3 clusters Score -424184.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -424185.906250 Penalty: 4163.596191
	Iteration 27Q: 3 clusters Score -424185.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -424187.500000 Penalty: 4163.596191
	Iteration 28Q: 3 clusters Score -424187.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -424187.812500 Penalty: 4163.596191
	Iteration 29Q: 3 clusters Score -424187.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -424188.531250 Penalty: 4163.596191
	Iteration 30Q: 3 clusters Score -424188.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -424189.906250 Penalty: 4163.596191
	Iteration 31Q: 3 clusters Score -424189.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -424191.187500 Penalty: 4163.596191
	Iteration 32Q: 3 clusters Score -424191.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -424194.562500 Penalty: 4163.596191
	Iteration 33Q: 3 clusters Score -424194.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -424198.187500 Penalty: 4163.596191
	Iteration 34Q: 3 clusters Score -424198.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -424201.593750 Penalty: 4163.596191
	Iteration 35Q: 3 clusters Score -424201.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -424203.218750 Penalty: 4163.596191
	Iteration 36Q: 3 clusters Score -424203.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -424205.562500 Penalty: 4163.596191
	Iteration 37Q: 3 clusters Score -424205.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -424207.375000 Penalty: 4163.596191
	Iteration 38Q: 3 clusters Score -424207.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -424208.906250 Penalty: 4163.596191
	Iteration 39Q: 3 clusters Score -424208.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -424209.906250 Penalty: 4163.596191
	Iteration 40F: 3 clusters Score -424209.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -424212.156250 Penalty: 4163.596191
	Iteration 41Q: 3 clusters Score -424212.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -424213.812500 Penalty: 4163.596191
	Iteration 42Q: 3 clusters Score -424213.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -424216.218750 Penalty: 4163.596191
	Iteration 43Q: 3 clusters Score -424216.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -424217.750000 Penalty: 4163.596191
	Iteration 44Q: 3 clusters Score -424217.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -424217.250000 Penalty: 4163.596191
	Iteration 45Q: 3 clusters Score -424217.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -424219.000000 Penalty: 4163.596191
	Iteration 46Q: 3 clusters Score -424219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -424219.968750 Penalty: 4163.596191
	Iteration 47Q: 3 clusters Score -424220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -424220.343750 Penalty: 4163.596191
	Iteration 48Q: 3 clusters Score -424220.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -424220.343750 Penalty: 4163.596191
	Iteration 49F: 3 clusters Score -424220.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Entering Unmasked Estep 
Score: -240334.250000 Penalty: 1941.254639
	Iteration 0F: 2 clusters Score -240334.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -237399.812500 Penalty: 3882.509277
	Iteration 0F: 3 clusters Score -237399.8 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -237986.953125 Penalty: 3882.509277
	Iteration 1F: 3 clusters Score -237987 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -238167.093750 Penalty: 3882.509277
	Iteration 2F: 3 clusters Score -238167.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -238338.625000 Penalty: 3882.509277
	Iteration 3F: 3 clusters Score -238338.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -238485.218750 Penalty: 3882.509277
	Iteration 4F: 3 clusters Score -238485.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -238661.765625 Penalty: 3882.509277
	Iteration 5F: 3 clusters Score -238661.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -238829.234375 Penalty: 3882.509277
	Iteration 6F: 3 clusters Score -238829.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -238999.234375 Penalty: 3882.509277
	Iteration 7F: 3 clusters Score -238999.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -239104.687500 Penalty: 3882.509277
	Iteration 8Q: 3 clusters Score -239104.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -239176.203125 Penalty: 3882.509277
	Iteration 9Q: 3 clusters Score -239176.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -239228.796875 Penalty: 3882.509277
	Iteration 10Q: 3 clusters Score -239228.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -239269.312500 Penalty: 3882.509277
	Iteration 11Q: 3 clusters Score -239269.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -239318.046875 Penalty: 3882.509277
	Iteration 12Q: 3 clusters Score -239318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -239367.281250 Penalty: 3882.509277
	Iteration 13Q: 3 clusters Score -239367.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -239405.156250 Penalty: 3882.509277
	Iteration 14Q: 3 clusters Score -239405.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -239442.765625 Penalty: 3882.509277
	Iteration 15Q: 3 clusters Score -239442.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -239468.625000 Penalty: 3882.509277
	Iteration 16Q: 3 clusters Score -239468.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -239497.453125 Penalty: 3882.509277
	Iteration 17Q: 3 clusters Score -239497.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -239519.765625 Penalty: 3882.509277
	Iteration 18Q: 3 clusters Score -239519.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -239540.468750 Penalty: 3882.509277
	Iteration 19Q: 3 clusters Score -239540.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -239551.812500 Penalty: 3882.509277
	Iteration 20F: 3 clusters Score -239551.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -239563.968750 Penalty: 3882.509277
	Iteration 21Q: 3 clusters Score -239564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -239576.046875 Penalty: 3882.509277
	Iteration 22Q: 3 clusters Score -239576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -239584.937500 Penalty: 3882.509277
	Iteration 23Q: 3 clusters Score -239584.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -239590.812500 Penalty: 3882.509277
	Iteration 24Q: 3 clusters Score -239590.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -239596.406250 Penalty: 3882.509277
	Iteration 25Q: 3 clusters Score -239596.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -239605.671875 Penalty: 3882.509277
	Iteration 26Q: 3 clusters Score -239605.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -239608.453125 Penalty: 3882.509277
	Iteration 27Q: 3 clusters Score -239608.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -239610.890625 Penalty: 3882.509277
	Iteration 28Q: 3 clusters Score -239610.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -239614.109375 Penalty: 3882.509277
	Iteration 29Q: 3 clusters Score -239614.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -239619.015625 Penalty: 3882.509277
	Iteration 30Q: 3 clusters Score -239619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -239622.093750 Penalty: 3882.509277
	Iteration 31Q: 3 clusters Score -239622.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -239623.578125 Penalty: 3882.509277
	Iteration 32Q: 3 clusters Score -239623.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -239624.453125 Penalty: 3882.509277
	Iteration 33Q: 3 clusters Score -239624.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -239624.609375 Penalty: 3882.509277
	Iteration 34Q: 3 clusters Score -239624.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -239625.093750 Penalty: 3882.509277
	Iteration 35Q: 3 clusters Score -239625.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -239625.093750 Penalty: 3882.509277
	Iteration 36F: 3 clusters Score -239625.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Entering Unmasked Estep 
Score: -340280.781250 Penalty: 2128.253906
	Iteration 0F: 2 clusters Score -340280.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -335602.843750 Penalty: 4256.507812
	Iteration 0F: 3 clusters Score -335602.8 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -337068.906250 Penalty: 4256.507812
	Iteration 1F: 3 clusters Score -337068.9 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -337586.812500 Penalty: 4256.507812
	Iteration 2F: 3 clusters Score -337586.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -337980.218750 Penalty: 4256.507812
	Iteration 3F: 3 clusters Score -337980.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -338321.187500 Penalty: 4256.507812
	Iteration 4F: 3 clusters Score -338321.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -338561.156250 Penalty: 4256.507812
	Iteration 5F: 3 clusters Score -338561.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -338729.812500 Penalty: 4256.507812
	Iteration 6Q: 3 clusters Score -338729.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -338843.875000 Penalty: 4256.507812
	Iteration 7Q: 3 clusters Score -338843.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -338905.250000 Penalty: 4256.507812
	Iteration 8Q: 3 clusters Score -338905.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -338956.843750 Penalty: 4256.507812
	Iteration 9Q: 3 clusters Score -338956.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -339010.687500 Penalty: 4256.507812
	Iteration 10Q: 3 clusters Score -339010.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -339044.718750 Penalty: 4256.507812
	Iteration 11Q: 3 clusters Score -339044.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -339074.718750 Penalty: 4256.507812
	Iteration 12Q: 3 clusters Score -339074.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -339094.906250 Penalty: 4256.507812
	Iteration 13Q: 3 clusters Score -339094.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -339110.062500 Penalty: 4256.507812
	Iteration 14Q: 3 clusters Score -339110.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -339118.218750 Penalty: 4256.507812
	Iteration 15Q: 3 clusters Score -339118.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -339123.375000 Penalty: 4256.507812
	Iteration 16Q: 3 clusters Score -339123.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -339130.593750 Penalty: 4256.507812
	Iteration 17Q: 3 clusters Score -339130.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -339134.718750 Penalty: 4256.507812
	Iteration 18Q: 3 clusters Score -339134.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -339139.750000 Penalty: 4256.507812
	Iteration 19Q: 3 clusters Score -339139.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -339148.031250 Penalty: 4256.507812
	Iteration 20F: 3 clusters Score -339148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -339153.468750 Penalty: 4256.507812
	Iteration 21Q: 3 clusters Score -339153.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -339159.062500 Penalty: 4256.507812
	Iteration 22Q: 3 clusters Score -339159.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -339164.000000 Penalty: 4256.507812
	Iteration 23Q: 3 clusters Score -339164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -339166.812500 Penalty: 4256.507812
	Iteration 24Q: 3 clusters Score -339166.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -339170.906250 Penalty: 4256.507812
	Iteration 25Q: 3 clusters Score -339170.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -339174.156250 Penalty: 4256.507812
	Iteration 26Q: 3 clusters Score -339174.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -339175.000000 Penalty: 4256.507812
	Iteration 27Q: 3 clusters Score -339175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -339174.812500 Penalty: 4256.507812
	Iteration 28Q: 3 clusters Score -339174.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -339175.000000 Penalty: 4256.507812
	Iteration 29Q: 3 clusters Score -339175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -339176.500000 Penalty: 4256.507812
	Iteration 30Q: 3 clusters Score -339176.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -339176.500000 Penalty: 4256.507812
	Iteration 31F: 3 clusters Score -339176.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (8471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Entering Unmasked Estep 
Score: -917133.375000 Penalty: 2243.012207
	Iteration 0F: 2 clusters Score -917133.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -910456.750000 Penalty: 4486.024414
	Iteration 0F: 3 clusters Score -910456.8 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -912308.875000 Penalty: 4486.024414
	Iteration 1F: 3 clusters Score -912308.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -912586.812500 Penalty: 4486.024414
	Iteration 2F: 3 clusters Score -912586.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -912794.812500 Penalty: 4486.024414
	Iteration 3Q: 3 clusters Score -912794.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -912978.187500 Penalty: 4486.024414
	Iteration 4Q: 3 clusters Score -912978.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -913166.562500 Penalty: 4486.024414
	Iteration 5Q: 3 clusters Score -913166.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -913387.562500 Penalty: 4486.024414
	Iteration 6Q: 3 clusters Score -913387.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -913631.875000 Penalty: 4486.024414
	Iteration 7Q: 3 clusters Score -913631.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -913893.375000 Penalty: 4486.024414
	Iteration 8Q: 3 clusters Score -913893.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -914158.437500 Penalty: 4486.024414
	Iteration 9Q: 3 clusters Score -914158.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -914415.875000 Penalty: 4486.024414
	Iteration 10Q: 3 clusters Score -914415.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -914649.312500 Penalty: 4486.024414
	Iteration 11Q: 3 clusters Score -914649.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -914827.062500 Penalty: 4486.024414
	Iteration 12Q: 3 clusters Score -914827.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -914953.625000 Penalty: 4486.024414
	Iteration 13Q: 3 clusters Score -914953.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -915040.437500 Penalty: 4486.024414
	Iteration 14Q: 3 clusters Score -915040.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -915115.125000 Penalty: 4486.024414
	Iteration 15Q: 3 clusters Score -915115.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -915169.250000 Penalty: 4486.024414
	Iteration 16Q: 3 clusters Score -915169.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -915221.187500 Penalty: 4486.024414
	Iteration 17Q: 3 clusters Score -915221.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -915253.062500 Penalty: 4486.024414
	Iteration 18Q: 3 clusters Score -915253.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -915282.625000 Penalty: 4486.024414
	Iteration 19Q: 3 clusters Score -915282.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -915307.875000 Penalty: 4486.024414
	Iteration 20F: 3 clusters Score -915307.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -915331.125000 Penalty: 4486.024414
	Iteration 21Q: 3 clusters Score -915331.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -915354.875000 Penalty: 4486.024414
	Iteration 22Q: 3 clusters Score -915354.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -915372.437500 Penalty: 4486.024414
	Iteration 23Q: 3 clusters Score -915372.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -915386.312500 Penalty: 4486.024414
	Iteration 24Q: 3 clusters Score -915386.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -915399.875000 Penalty: 4486.024414
	Iteration 25Q: 3 clusters Score -915399.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -915415.687500 Penalty: 4486.024414
	Iteration 26Q: 3 clusters Score -915415.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -915431.812500 Penalty: 4486.024414
	Iteration 27Q: 3 clusters Score -915431.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -915438.062500 Penalty: 4486.024414
	Iteration 28Q: 3 clusters Score -915438.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -915451.625000 Penalty: 4486.024414
	Iteration 29Q: 3 clusters Score -915451.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -915459.312500 Penalty: 4486.024414
	Iteration 30Q: 3 clusters Score -915459.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -915464.437500 Penalty: 4486.024414
	Iteration 31Q: 3 clusters Score -915464.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -915468.250000 Penalty: 4486.024414
	Iteration 32Q: 3 clusters Score -915468.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -915473.625000 Penalty: 4486.024414
	Iteration 33Q: 3 clusters Score -915473.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -915479.250000 Penalty: 4486.024414
	Iteration 34Q: 3 clusters Score -915479.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -915482.000000 Penalty: 4486.024414
	Iteration 35Q: 3 clusters Score -915482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -915485.937500 Penalty: 4486.024414
	Iteration 36Q: 3 clusters Score -915485.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -915496.437500 Penalty: 4486.024414
	Iteration 37Q: 3 clusters Score -915496.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -915504.437500 Penalty: 4486.024414
	Iteration 38Q: 3 clusters Score -915504.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -915507.750000 Penalty: 4486.024414
	Iteration 39Q: 3 clusters Score -915507.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -915511.812500 Penalty: 4486.024414
	Iteration 40F: 3 clusters Score -915511.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -915514.125000 Penalty: 4486.024414
	Iteration 41Q: 3 clusters Score -915514.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -915519.687500 Penalty: 4486.024414
	Iteration 42Q: 3 clusters Score -915519.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -915522.625000 Penalty: 4486.024414
	Iteration 43Q: 3 clusters Score -915522.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -915527.187500 Penalty: 4486.024414
	Iteration 44Q: 3 clusters Score -915527.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -915532.062500 Penalty: 4486.024414
	Iteration 45Q: 3 clusters Score -915532.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -915544.250000 Penalty: 4486.024414
	Iteration 46Q: 3 clusters Score -915544.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -915551.250000 Penalty: 4486.024414
	Iteration 47Q: 3 clusters Score -915551.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -915556.750000 Penalty: 4486.024414
	Iteration 48Q: 3 clusters Score -915556.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -915561.312500 Penalty: 4486.024414
	Iteration 49Q: 3 clusters Score -915561.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -915561.687500 Penalty: 4486.024414
	Iteration 50Q: 3 clusters Score -915561.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -915563.000000 Penalty: 4486.024414
	Iteration 51Q: 3 clusters Score -915563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -915564.875000 Penalty: 4486.024414
	Iteration 52Q: 3 clusters Score -915564.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -915563.687500 Penalty: 4486.024414
	Iteration 53Q: 3 clusters Score -915563.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -915565.812500 Penalty: 4486.024414
	Iteration 54Q: 3 clusters Score -915565.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -915567.687500 Penalty: 4486.024414
	Iteration 55Q: 3 clusters Score -915567.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -915568.125000 Penalty: 4486.024414
	Iteration 56Q: 3 clusters Score -915568.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -915569.250000 Penalty: 4486.024414
	Iteration 57Q: 3 clusters Score -915569.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -915571.375000 Penalty: 4486.024414
	Iteration 58Q: 3 clusters Score -915571.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -915572.500000 Penalty: 4486.024414
	Iteration 59Q: 3 clusters Score -915572.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -915574.312500 Penalty: 4486.024414
	Iteration 60F: 3 clusters Score -915574.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -915574.562500 Penalty: 4486.024414
	Iteration 61Q: 3 clusters Score -915574.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -915575.062500 Penalty: 4486.024414
	Iteration 62Q: 3 clusters Score -915575.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -915576.000000 Penalty: 4486.024414
	Iteration 63Q: 3 clusters Score -915576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -915575.562500 Penalty: 4486.024414
	Iteration 64Q: 3 clusters Score -915575.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -915578.312500 Penalty: 4486.024414
	Iteration 65Q: 3 clusters Score -915578.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -915579.375000 Penalty: 4486.024414
	Iteration 66Q: 3 clusters Score -915579.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -915581.937500 Penalty: 4486.024414
	Iteration 67Q: 3 clusters Score -915581.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -915588.000000 Penalty: 4486.024414
	Iteration 68Q: 3 clusters Score -915588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -915589.500000 Penalty: 4486.024414
	Iteration 69Q: 3 clusters Score -915589.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -915589.937500 Penalty: 4486.024414
	Iteration 70Q: 3 clusters Score -915589.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -915592.125000 Penalty: 4486.024414
	Iteration 71Q: 3 clusters Score -915592.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -915593.250000 Penalty: 4486.024414
	Iteration 72Q: 3 clusters Score -915593.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -915596.562500 Penalty: 4486.024414
	Iteration 73Q: 3 clusters Score -915596.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -915596.687500 Penalty: 4486.024414
	Iteration 74Q: 3 clusters Score -915596.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -915600.250000 Penalty: 4486.024414
	Iteration 75Q: 3 clusters Score -915600.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -915600.750000 Penalty: 4486.024414
	Iteration 76Q: 3 clusters Score -915600.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -915599.562500 Penalty: 4486.024414
	Iteration 77Q: 3 clusters Score -915599.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -915600.687500 Penalty: 4486.024414
	Iteration 78Q: 3 clusters Score -915600.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -915600.937500 Penalty: 4486.024414
	Iteration 79Q: 3 clusters Score -915600.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -915600.437500 Penalty: 4486.024414
	Iteration 80F: 3 clusters Score -915600.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Entering Unmasked Estep 
Score: -799516.375000 Penalty: 2211.526367
	Iteration 0F: 2 clusters Score -799516.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -793475.687500 Penalty: 4423.052734
	Iteration 0F: 3 clusters Score -793475.7 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -795157.687500 Penalty: 4423.052734
	Iteration 1F: 3 clusters Score -795157.7 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -795419.937500 Penalty: 4423.052734
	Iteration 2F: 3 clusters Score -795419.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -795638.937500 Penalty: 4423.052734
	Iteration 3F: 3 clusters Score -795638.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -795811.437500 Penalty: 4423.052734
	Iteration 4Q: 3 clusters Score -795811.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -795967.312500 Penalty: 4423.052734
	Iteration 5Q: 3 clusters Score -795967.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -796121.500000 Penalty: 4423.052734
	Iteration 6Q: 3 clusters Score -796121.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -796256.687500 Penalty: 4423.052734
	Iteration 7Q: 3 clusters Score -796256.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -796380.750000 Penalty: 4423.052734
	Iteration 8Q: 3 clusters Score -796380.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -796496.937500 Penalty: 4423.052734
	Iteration 9Q: 3 clusters Score -796496.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -796612.375000 Penalty: 4423.052734
	Iteration 10Q: 3 clusters Score -796612.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -796726.500000 Penalty: 4423.052734
	Iteration 11Q: 3 clusters Score -796726.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -796792.687500 Penalty: 4423.052734
	Iteration 12Q: 3 clusters Score -796792.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -796854.500000 Penalty: 4423.052734
	Iteration 13Q: 3 clusters Score -796854.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -796915.312500 Penalty: 4423.052734
	Iteration 14Q: 3 clusters Score -796915.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -796973.375000 Penalty: 4423.052734
	Iteration 15Q: 3 clusters Score -796973.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -797013.812500 Penalty: 4423.052734
	Iteration 16Q: 3 clusters Score -797013.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -797046.187500 Penalty: 4423.052734
	Iteration 17Q: 3 clusters Score -797046.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -797071.125000 Penalty: 4423.052734
	Iteration 18Q: 3 clusters Score -797071.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -797087.187500 Penalty: 4423.052734
	Iteration 19Q: 3 clusters Score -797087.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -797098.687500 Penalty: 4423.052734
	Iteration 20F: 3 clusters Score -797098.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -797105.125000 Penalty: 4423.052734
	Iteration 21Q: 3 clusters Score -797105.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -797111.625000 Penalty: 4423.052734
	Iteration 22Q: 3 clusters Score -797111.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -797113.187500 Penalty: 4423.052734
	Iteration 23Q: 3 clusters Score -797113.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -797118.750000 Penalty: 4423.052734
	Iteration 24Q: 3 clusters Score -797118.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -797122.562500 Penalty: 4423.052734
	Iteration 25Q: 3 clusters Score -797122.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -797124.125000 Penalty: 4423.052734
	Iteration 26Q: 3 clusters Score -797124.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -797127.625000 Penalty: 4423.052734
	Iteration 27Q: 3 clusters Score -797127.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -797129.687500 Penalty: 4423.052734
	Iteration 28Q: 3 clusters Score -797129.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -797129.250000 Penalty: 4423.052734
	Iteration 29Q: 3 clusters Score -797129.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -797131.437500 Penalty: 4423.052734
	Iteration 30Q: 3 clusters Score -797131.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -797131.312500 Penalty: 4423.052734
	Iteration 31Q: 3 clusters Score -797131.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -797133.937500 Penalty: 4423.052734
	Iteration 32Q: 3 clusters Score -797133.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -797133.750000 Penalty: 4423.052734
	Iteration 33Q: 3 clusters Score -797133.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -797132.500000 Penalty: 4423.052734
	Iteration 34Q: 3 clusters Score -797132.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -797134.000000 Penalty: 4423.052734
	Iteration 35Q: 3 clusters Score -797134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -797134.000000 Penalty: 4423.052734
	Iteration 36F: 3 clusters Score -797134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (26847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Entering Unmasked Estep 
Score: -2947977.250000 Penalty: 2529.081543
	Iteration 0F: 2 clusters Score -2947977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2929304.250000 Penalty: 5058.163086
	Iteration 0F: 3 clusters Score -2929304 nChanged 12081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2935923.750000 Penalty: 5058.163086
	Iteration 1F: 3 clusters Score -2935924 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2936311.750000 Penalty: 5058.163086
	Iteration 2Q: 3 clusters Score -2936312 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2936673.750000 Penalty: 5058.163086
	Iteration 3Q: 3 clusters Score -2936674 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2936985.000000 Penalty: 5058.163086
	Iteration 4Q: 3 clusters Score -2936985 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2937302.500000 Penalty: 5058.163086
	Iteration 5Q: 3 clusters Score -2937302 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -2937643.000000 Penalty: 5058.163086
	Iteration 6Q: 3 clusters Score -2937643 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -2938000.250000 Penalty: 5058.163086
	Iteration 7Q: 3 clusters Score -2938000 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2938383.000000 Penalty: 5058.163086
	Iteration 8Q: 3 clusters Score -2938383 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2938853.250000 Penalty: 5058.163086
	Iteration 9Q: 3 clusters Score -2938853 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2939347.750000 Penalty: 5058.163086
	Iteration 10Q: 3 clusters Score -2939348 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -2939859.000000 Penalty: 5058.163086
	Iteration 11Q: 3 clusters Score -2939859 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2940378.750000 Penalty: 5058.163086
	Iteration 12Q: 3 clusters Score -2940379 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -2940867.000000 Penalty: 5058.163086
	Iteration 13Q: 3 clusters Score -2940867 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2941348.500000 Penalty: 5058.163086
	Iteration 14Q: 3 clusters Score -2941348 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2941818.250000 Penalty: 5058.163086
	Iteration 15Q: 3 clusters Score -2941818 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2942242.000000 Penalty: 5058.163086
	Iteration 16Q: 3 clusters Score -2942242 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2942609.500000 Penalty: 5058.163086
	Iteration 17Q: 3 clusters Score -2942610 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -2942970.250000 Penalty: 5058.163086
	Iteration 18Q: 3 clusters Score -2942970 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -2943292.750000 Penalty: 5058.163086
	Iteration 19Q: 3 clusters Score -2943293 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2943613.250000 Penalty: 5058.163086
	Iteration 20F: 3 clusters Score -2943613 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -2943959.250000 Penalty: 5058.163086
	Iteration 21Q: 3 clusters Score -2943959 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2944273.750000 Penalty: 5058.163086
	Iteration 22Q: 3 clusters Score -2944274 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2944575.000000 Penalty: 5058.163086
	Iteration 23Q: 3 clusters Score -2944575 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2944838.500000 Penalty: 5058.163086
	Iteration 24Q: 3 clusters Score -2944838 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2945050.750000 Penalty: 5058.163086
	Iteration 25Q: 3 clusters Score -2945051 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2945218.250000 Penalty: 5058.163086
	Iteration 26Q: 3 clusters Score -2945218 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2945332.500000 Penalty: 5058.163086
	Iteration 27Q: 3 clusters Score -2945332 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2945412.500000 Penalty: 5058.163086
	Iteration 28Q: 3 clusters Score -2945412 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2945470.000000 Penalty: 5058.163086
	Iteration 29Q: 3 clusters Score -2945470 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2945552.750000 Penalty: 5058.163086
	Iteration 30Q: 3 clusters Score -2945553 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2945594.500000 Penalty: 5058.163086
	Iteration 31Q: 3 clusters Score -2945594 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2945636.250000 Penalty: 5058.163086
	Iteration 32Q: 3 clusters Score -2945636 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2945669.250000 Penalty: 5058.163086
	Iteration 33Q: 3 clusters Score -2945669 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2945700.500000 Penalty: 5058.163086
	Iteration 34Q: 3 clusters Score -2945700 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2945728.250000 Penalty: 5058.163086
	Iteration 35Q: 3 clusters Score -2945728 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2945750.250000 Penalty: 5058.163086
	Iteration 36Q: 3 clusters Score -2945750 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2945765.000000 Penalty: 5058.163086
	Iteration 37Q: 3 clusters Score -2945765 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2945779.250000 Penalty: 5058.163086
	Iteration 38Q: 3 clusters Score -2945779 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2945794.750000 Penalty: 5058.163086
	Iteration 39Q: 3 clusters Score -2945795 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2945804.250000 Penalty: 5058.163086
	Iteration 40F: 3 clusters Score -2945804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2945817.000000 Penalty: 5058.163086
	Iteration 41Q: 3 clusters Score -2945817 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2945829.000000 Penalty: 5058.163086
	Iteration 42Q: 3 clusters Score -2945829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2945830.000000 Penalty: 5058.163086
	Iteration 43Q: 3 clusters Score -2945830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2945837.000000 Penalty: 5058.163086
	Iteration 44Q: 3 clusters Score -2945837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2945836.000000 Penalty: 5058.163086
	Iteration 45Q: 3 clusters Score -2945836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2945836.000000 Penalty: 5058.163086
	Iteration 46Q: 3 clusters Score -2945836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2945842.750000 Penalty: 5058.163086
	Iteration 47Q: 3 clusters Score -2945843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2945847.500000 Penalty: 5058.163086
	Iteration 48Q: 3 clusters Score -2945848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2945846.750000 Penalty: 5058.163086
	Iteration 49Q: 3 clusters Score -2945847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2945853.250000 Penalty: 5058.163086
	Iteration 50Q: 3 clusters Score -2945853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2945860.000000 Penalty: 5058.163086
	Iteration 51Q: 3 clusters Score -2945860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2945861.000000 Penalty: 5058.163086
	Iteration 52Q: 3 clusters Score -2945861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2945863.750000 Penalty: 5058.163086
	Iteration 53Q: 3 clusters Score -2945864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2945867.000000 Penalty: 5058.163086
	Iteration 54Q: 3 clusters Score -2945867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2945873.750000 Penalty: 5058.163086
	Iteration 55Q: 3 clusters Score -2945874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2945877.500000 Penalty: 5058.163086
	Iteration 56Q: 3 clusters Score -2945878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2945880.250000 Penalty: 5058.163086
	Iteration 57Q: 3 clusters Score -2945880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2945884.250000 Penalty: 5058.163086
	Iteration 58Q: 3 clusters Score -2945884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2945890.750000 Penalty: 5058.163086
	Iteration 59Q: 3 clusters Score -2945891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2945894.500000 Penalty: 5058.163086
	Iteration 60F: 3 clusters Score -2945894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2945897.000000 Penalty: 5058.163086
	Iteration 61Q: 3 clusters Score -2945897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2945901.000000 Penalty: 5058.163086
	Iteration 62Q: 3 clusters Score -2945901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2945905.500000 Penalty: 5058.163086
	Iteration 63Q: 3 clusters Score -2945906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2945907.000000 Penalty: 5058.163086
	Iteration 64Q: 3 clusters Score -2945907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2945910.750000 Penalty: 5058.163086
	Iteration 65Q: 3 clusters Score -2945911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2945917.250000 Penalty: 5058.163086
	Iteration 66Q: 3 clusters Score -2945917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2945917.500000 Penalty: 5058.163086
	Iteration 67Q: 3 clusters Score -2945918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2945918.000000 Penalty: 5058.163086
	Iteration 68Q: 3 clusters Score -2945918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2945917.500000 Penalty: 5058.163086
	Iteration 69Q: 3 clusters Score -2945918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2945921.000000 Penalty: 5058.163086
	Iteration 70Q: 3 clusters Score -2945921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2945922.250000 Penalty: 5058.163086
	Iteration 71Q: 3 clusters Score -2945922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2945920.750000 Penalty: 5058.163086
	Iteration 72Q: 3 clusters Score -2945921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2945923.000000 Penalty: 5058.163086
	Iteration 73Q: 3 clusters Score -2945923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2945922.250000 Penalty: 5058.163086
	Iteration 74Q: 3 clusters Score -2945922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2945922.250000 Penalty: 5058.163086
	Iteration 75F: 3 clusters Score -2945922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Entering Unmasked Estep 
Score: -838825.125000 Penalty: 2223.941162
	Iteration 0F: 2 clusters Score -838825.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -832535.062500 Penalty: 4447.882324
	Iteration 0F: 3 clusters Score -832535.1 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -834298.062500 Penalty: 4447.882324
	Iteration 1F: 3 clusters Score -834298.1 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -834718.562500 Penalty: 4447.882324
	Iteration 2F: 3 clusters Score -834718.6 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -835230.750000 Penalty: 4447.882324
	Iteration 3F: 3 clusters Score -835230.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -835754.937500 Penalty: 4447.882324
	Iteration 4F: 3 clusters Score -835754.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -836151.125000 Penalty: 4447.882324
	Iteration 5F: 3 clusters Score -836151.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -836474.250000 Penalty: 4447.882324
	Iteration 6F: 3 clusters Score -836474.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -836735.687500 Penalty: 4447.882324
	Iteration 7Q: 3 clusters Score -836735.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -836918.250000 Penalty: 4447.882324
	Iteration 8Q: 3 clusters Score -836918.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -837056.562500 Penalty: 4447.882324
	Iteration 9Q: 3 clusters Score -837056.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -837155.687500 Penalty: 4447.882324
	Iteration 10Q: 3 clusters Score -837155.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -837225.687500 Penalty: 4447.882324
	Iteration 11Q: 3 clusters Score -837225.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -837285.687500 Penalty: 4447.882324
	Iteration 12Q: 3 clusters Score -837285.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -837351.437500 Penalty: 4447.882324
	Iteration 13Q: 3 clusters Score -837351.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -837423.437500 Penalty: 4447.882324
	Iteration 14Q: 3 clusters Score -837423.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -837485.187500 Penalty: 4447.882324
	Iteration 15Q: 3 clusters Score -837485.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -837536.875000 Penalty: 4447.882324
	Iteration 16Q: 3 clusters Score -837536.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -837588.812500 Penalty: 4447.882324
	Iteration 17Q: 3 clusters Score -837588.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -837656.187500 Penalty: 4447.882324
	Iteration 18Q: 3 clusters Score -837656.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -837737.562500 Penalty: 4447.882324
	Iteration 19Q: 3 clusters Score -837737.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -837795.562500 Penalty: 4447.882324
	Iteration 20F: 3 clusters Score -837795.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -837826.875000 Penalty: 4447.882324
	Iteration 21Q: 3 clusters Score -837826.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -837848.500000 Penalty: 4447.882324
	Iteration 22Q: 3 clusters Score -837848.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -837869.562500 Penalty: 4447.882324
	Iteration 23Q: 3 clusters Score -837869.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -837884.500000 Penalty: 4447.882324
	Iteration 24Q: 3 clusters Score -837884.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -837896.562500 Penalty: 4447.882324
	Iteration 25Q: 3 clusters Score -837896.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -837902.875000 Penalty: 4447.882324
	Iteration 26Q: 3 clusters Score -837902.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -837907.625000 Penalty: 4447.882324
	Iteration 27Q: 3 clusters Score -837907.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -837909.812500 Penalty: 4447.882324
	Iteration 28Q: 3 clusters Score -837909.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -837913.375000 Penalty: 4447.882324
	Iteration 29Q: 3 clusters Score -837913.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -837914.062500 Penalty: 4447.882324
	Iteration 30Q: 3 clusters Score -837914.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -837915.687500 Penalty: 4447.882324
	Iteration 31Q: 3 clusters Score -837915.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -837916.875000 Penalty: 4447.882324
	Iteration 32Q: 3 clusters Score -837916.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -837917.562500 Penalty: 4447.882324
	Iteration 33Q: 3 clusters Score -837917.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -837917.562500 Penalty: 4447.882324
	Iteration 34F: 3 clusters Score -837917.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -73739.093750 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -73739.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -72002.914062 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -72002.91 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -72389.640625 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -72389.64 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -72659.210938 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -72659.21 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -73021.703125 Penalty: 3292.729736
	Iteration 3F: 3 clusters Score -73021.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -73379.492188 Penalty: 3292.729736
	Iteration 4F: 3 clusters Score -73379.49 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -73496.765625 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -73496.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -73581.289062 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -73581.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -73627.101562 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -73627.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -73673.953125 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -73673.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -73741.687500 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -73741.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -73806.125000 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -73806.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -73812.289062 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -73812.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -73812.289062 Penalty: 3292.729736
	Iteration 12F: 3 clusters Score -73812.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18898 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 7124 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31920 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19010 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7680 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10642 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4422 members 
Mstep: Class 34 contains 2509 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8471 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 155 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11114 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25423 members 
Mstep: Class 46 contains 16612 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13666 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5007 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Mstep: Class 58 contains 609 members 
Entering Unmasked Estep 
Score: -64773220.000000 Penalty: 192486.265625
Splitting cluster 40 changes total score from -64774816.000000 to -64773220.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -33668.375000 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -33668.38 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 162 members 
Entering Unmasked Estep 
Score: -32336.134766 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -32336.13 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32440.355469 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -32440.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32461.794922 Penalty: 2885.287109
	Iteration 2Q: 3 clusters Score -32461.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32490.789062 Penalty: 2885.287109
	Iteration 3Q: 3 clusters Score -32490.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32498.656250 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -32498.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32498.656250 Penalty: 2885.287109
	Iteration 5F: 3 clusters Score -32498.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Entering Unmasked Estep 
Score: -129461.703125 Penalty: 1774.731812
	Iteration 0F: 2 clusters Score -129461.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -127336.710938 Penalty: 3549.463623
	Iteration 0F: 3 clusters Score -127336.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -127678.414062 Penalty: 3549.463623
	Iteration 1F: 3 clusters Score -127678.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -127773.007812 Penalty: 3549.463623
	Iteration 2F: 3 clusters Score -127773 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -127823.171875 Penalty: 3549.463623
	Iteration 3Q: 3 clusters Score -127823.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -127857.328125 Penalty: 3549.463623
	Iteration 4Q: 3 clusters Score -127857.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -127885.968750 Penalty: 3549.463623
	Iteration 5Q: 3 clusters Score -127886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -127922.875000 Penalty: 3549.463623
	Iteration 6Q: 3 clusters Score -127922.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -127955.945312 Penalty: 3549.463623
	Iteration 7Q: 3 clusters Score -127955.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -127974.468750 Penalty: 3549.463623
	Iteration 8Q: 3 clusters Score -127974.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -127992.617188 Penalty: 3549.463623
	Iteration 9Q: 3 clusters Score -127992.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -128006.171875 Penalty: 3549.463623
	Iteration 10Q: 3 clusters Score -128006.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -128015.710938 Penalty: 3549.463623
	Iteration 11Q: 3 clusters Score -128015.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -128022.710938 Penalty: 3549.463623
	Iteration 12Q: 3 clusters Score -128022.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -128027.023438 Penalty: 3549.463623
	Iteration 13Q: 3 clusters Score -128027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -128029.992188 Penalty: 3549.463623
	Iteration 14Q: 3 clusters Score -128030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -128032.796875 Penalty: 3549.463623
	Iteration 15Q: 3 clusters Score -128032.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -128033.523438 Penalty: 3549.463623
	Iteration 16Q: 3 clusters Score -128033.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -128034.992188 Penalty: 3549.463623
	Iteration 17Q: 3 clusters Score -128035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -128034.992188 Penalty: 3549.463623
	Iteration 18F: 3 clusters Score -128035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (11114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Entering Unmasked Estep 
Score: -888874.125000 Penalty: 2310.358398
	Iteration 0F: 2 clusters Score -888874.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -880511.375000 Penalty: 4620.716797
	Iteration 0F: 3 clusters Score -880511.4 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -883201.500000 Penalty: 4620.716797
	Iteration 1F: 3 clusters Score -883201.5 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -883820.937500 Penalty: 4620.716797
	Iteration 2F: 3 clusters Score -883820.9 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -884450.750000 Penalty: 4620.716797
	Iteration 3F: 3 clusters Score -884450.8 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -884959.250000 Penalty: 4620.716797
	Iteration 4F: 3 clusters Score -884959.2 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -885327.625000 Penalty: 4620.716797
	Iteration 5F: 3 clusters Score -885327.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -885579.562500 Penalty: 4620.716797
	Iteration 6Q: 3 clusters Score -885579.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -885752.625000 Penalty: 4620.716797
	Iteration 7Q: 3 clusters Score -885752.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -885869.875000 Penalty: 4620.716797
	Iteration 8Q: 3 clusters Score -885869.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -885966.750000 Penalty: 4620.716797
	Iteration 9Q: 3 clusters Score -885966.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -886038.062500 Penalty: 4620.716797
	Iteration 10Q: 3 clusters Score -886038.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -886086.000000 Penalty: 4620.716797
	Iteration 11Q: 3 clusters Score -886086 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -886123.000000 Penalty: 4620.716797
	Iteration 12Q: 3 clusters Score -886123 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -886160.812500 Penalty: 4620.716797
	Iteration 13Q: 3 clusters Score -886160.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -886193.437500 Penalty: 4620.716797
	Iteration 14Q: 3 clusters Score -886193.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -886231.250000 Penalty: 4620.716797
	Iteration 15Q: 3 clusters Score -886231.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -886279.500000 Penalty: 4620.716797
	Iteration 16Q: 3 clusters Score -886279.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -886336.375000 Penalty: 4620.716797
	Iteration 17Q: 3 clusters Score -886336.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -886415.437500 Penalty: 4620.716797
	Iteration 18Q: 3 clusters Score -886415.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -886499.937500 Penalty: 4620.716797
	Iteration 19Q: 3 clusters Score -886499.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -886576.062500 Penalty: 4620.716797
	Iteration 20F: 3 clusters Score -886576.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -886658.437500 Penalty: 4620.716797
	Iteration 21Q: 3 clusters Score -886658.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -886733.812500 Penalty: 4620.716797
	Iteration 22Q: 3 clusters Score -886733.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -886812.062500 Penalty: 4620.716797
	Iteration 23Q: 3 clusters Score -886812.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -886882.812500 Penalty: 4620.716797
	Iteration 24Q: 3 clusters Score -886882.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -886937.812500 Penalty: 4620.716797
	Iteration 25Q: 3 clusters Score -886937.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -886986.937500 Penalty: 4620.716797
	Iteration 26Q: 3 clusters Score -886986.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -887025.125000 Penalty: 4620.716797
	Iteration 27Q: 3 clusters Score -887025.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -887048.937500 Penalty: 4620.716797
	Iteration 28Q: 3 clusters Score -887048.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -887065.500000 Penalty: 4620.716797
	Iteration 29Q: 3 clusters Score -887065.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -887079.437500 Penalty: 4620.716797
	Iteration 30Q: 3 clusters Score -887079.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -887089.062500 Penalty: 4620.716797
	Iteration 31Q: 3 clusters Score -887089.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -887098.250000 Penalty: 4620.716797
	Iteration 32Q: 3 clusters Score -887098.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -887107.437500 Penalty: 4620.716797
	Iteration 33Q: 3 clusters Score -887107.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -887120.875000 Penalty: 4620.716797
	Iteration 34Q: 3 clusters Score -887120.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -887132.062500 Penalty: 4620.716797
	Iteration 35Q: 3 clusters Score -887132.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -887154.375000 Penalty: 4620.716797
	Iteration 36Q: 3 clusters Score -887154.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -887167.875000 Penalty: 4620.716797
	Iteration 37Q: 3 clusters Score -887167.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -887182.500000 Penalty: 4620.716797
	Iteration 38Q: 3 clusters Score -887182.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -887195.437500 Penalty: 4620.716797
	Iteration 39Q: 3 clusters Score -887195.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -887204.750000 Penalty: 4620.716797
	Iteration 40F: 3 clusters Score -887204.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -887211.500000 Penalty: 4620.716797
	Iteration 41Q: 3 clusters Score -887211.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -887217.250000 Penalty: 4620.716797
	Iteration 42Q: 3 clusters Score -887217.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -887227.312500 Penalty: 4620.716797
	Iteration 43Q: 3 clusters Score -887227.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -887236.562500 Penalty: 4620.716797
	Iteration 44Q: 3 clusters Score -887236.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -887242.437500 Penalty: 4620.716797
	Iteration 45Q: 3 clusters Score -887242.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -887248.125000 Penalty: 4620.716797
	Iteration 46Q: 3 clusters Score -887248.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -887251.687500 Penalty: 4620.716797
	Iteration 47Q: 3 clusters Score -887251.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -887253.375000 Penalty: 4620.716797
	Iteration 48Q: 3 clusters Score -887253.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -887256.312500 Penalty: 4620.716797
	Iteration 49Q: 3 clusters Score -887256.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -887260.812500 Penalty: 4620.716797
	Iteration 50Q: 3 clusters Score -887260.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -887262.750000 Penalty: 4620.716797
	Iteration 51Q: 3 clusters Score -887262.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -887267.375000 Penalty: 4620.716797
	Iteration 52Q: 3 clusters Score -887267.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -887268.250000 Penalty: 4620.716797
	Iteration 53Q: 3 clusters Score -887268.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -887273.000000 Penalty: 4620.716797
	Iteration 54Q: 3 clusters Score -887273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -887275.937500 Penalty: 4620.716797
	Iteration 55Q: 3 clusters Score -887275.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -887275.812500 Penalty: 4620.716797
	Iteration 56Q: 3 clusters Score -887275.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -887277.812500 Penalty: 4620.716797
	Iteration 57Q: 3 clusters Score -887277.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -887279.187500 Penalty: 4620.716797
	Iteration 58Q: 3 clusters Score -887279.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -887279.312500 Penalty: 4620.716797
	Iteration 59Q: 3 clusters Score -887279.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -887280.875000 Penalty: 4620.716797
	Iteration 60F: 3 clusters Score -887280.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -887283.375000 Penalty: 4620.716797
	Iteration 61Q: 3 clusters Score -887283.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -887283.562500 Penalty: 4620.716797
	Iteration 62Q: 3 clusters Score -887283.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -887284.062500 Penalty: 4620.716797
	Iteration 63Q: 3 clusters Score -887284.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -887285.062500 Penalty: 4620.716797
	Iteration 64Q: 3 clusters Score -887285.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -887286.875000 Penalty: 4620.716797
	Iteration 65Q: 3 clusters Score -887286.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -887285.500000 Penalty: 4620.716797
	Iteration 66Q: 3 clusters Score -887285.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -887287.000000 Penalty: 4620.716797
	Iteration 67Q: 3 clusters Score -887287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -887287.687500 Penalty: 4620.716797
	Iteration 68Q: 3 clusters Score -887287.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -887287.375000 Penalty: 4620.716797
	Iteration 69Q: 3 clusters Score -887287.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -887286.500000 Penalty: 4620.716797
	Iteration 70Q: 3 clusters Score -887286.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -887288.250000 Penalty: 4620.716797
	Iteration 71Q: 3 clusters Score -887288.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -887287.750000 Penalty: 4620.716797
	Iteration 72Q: 3 clusters Score -887287.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -887288.250000 Penalty: 4620.716797
	Iteration 73Q: 3 clusters Score -887288.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -887288.250000 Penalty: 4620.716797
	Iteration 74F: 3 clusters Score -887288.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Entering Unmasked Estep 
Score: -594348.812500 Penalty: 2136.755859
	Iteration 0F: 2 clusters Score -594348.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -589521.375000 Penalty: 4273.511719
	Iteration 0F: 3 clusters Score -589521.4 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -590675.312500 Penalty: 4273.511719
	Iteration 1F: 3 clusters Score -590675.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -591006.812500 Penalty: 4273.511719
	Iteration 2F: 3 clusters Score -591006.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -591534.000000 Penalty: 4273.511719
	Iteration 3F: 3 clusters Score -591534 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -592196.062500 Penalty: 4273.511719
	Iteration 4F: 3 clusters Score -592196.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -592675.500000 Penalty: 4273.511719
	Iteration 5F: 3 clusters Score -592675.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -593095.250000 Penalty: 4273.511719
	Iteration 6F: 3 clusters Score -593095.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -593410.500000 Penalty: 4273.511719
	Iteration 7F: 3 clusters Score -593410.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -593659.562500 Penalty: 4273.511719
	Iteration 8Q: 3 clusters Score -593659.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -593818.812500 Penalty: 4273.511719
	Iteration 9Q: 3 clusters Score -593818.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -593937.750000 Penalty: 4273.511719
	Iteration 10Q: 3 clusters Score -593937.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -594041.312500 Penalty: 4273.511719
	Iteration 11Q: 3 clusters Score -594041.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -594094.000000 Penalty: 4273.511719
	Iteration 12Q: 3 clusters Score -594094 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -594126.250000 Penalty: 4273.511719
	Iteration 13Q: 3 clusters Score -594126.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -594137.000000 Penalty: 4273.511719
	Iteration 14Q: 3 clusters Score -594137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -594145.000000 Penalty: 4273.511719
	Iteration 15Q: 3 clusters Score -594145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -594148.750000 Penalty: 4273.511719
	Iteration 16Q: 3 clusters Score -594148.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -594152.437500 Penalty: 4273.511719
	Iteration 17Q: 3 clusters Score -594152.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -594155.062500 Penalty: 4273.511719
	Iteration 18Q: 3 clusters Score -594155.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -594157.500000 Penalty: 4273.511719
	Iteration 19Q: 3 clusters Score -594157.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -594159.500000 Penalty: 4273.511719
	Iteration 20F: 3 clusters Score -594159.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -594160.000000 Penalty: 4273.511719
	Iteration 21Q: 3 clusters Score -594160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -594159.062500 Penalty: 4273.511719
	Iteration 22Q: 3 clusters Score -594159.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -594161.062500 Penalty: 4273.511719
	Iteration 23Q: 3 clusters Score -594161.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -594162.000000 Penalty: 4273.511719
	Iteration 24Q: 3 clusters Score -594162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -594162.000000 Penalty: 4273.511719
	Iteration 25F: 3 clusters Score -594162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (25423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Entering Unmasked Estep 
Score: -2205290.000000 Penalty: 2515.565674
	Iteration 0F: 2 clusters Score -2205290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2187700.500000 Penalty: 5031.131348
	Iteration 0F: 3 clusters Score -2187700 nChanged 11230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2194040.500000 Penalty: 5031.131348
	Iteration 1F: 3 clusters Score -2194040 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2194758.000000 Penalty: 5031.131348
	Iteration 2F: 3 clusters Score -2194758 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2195543.500000 Penalty: 5031.131348
	Iteration 3F: 3 clusters Score -2195544 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -2196371.250000 Penalty: 5031.131348
	Iteration 4F: 3 clusters Score -2196371 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2197219.500000 Penalty: 5031.131348
	Iteration 5F: 3 clusters Score -2197220 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2198063.750000 Penalty: 5031.131348
	Iteration 6F: 3 clusters Score -2198064 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -2198921.250000 Penalty: 5031.131348
	Iteration 7F: 3 clusters Score -2198921 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2199602.750000 Penalty: 5031.131348
	Iteration 8Q: 3 clusters Score -2199603 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2200186.750000 Penalty: 5031.131348
	Iteration 9Q: 3 clusters Score -2200187 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2200589.250000 Penalty: 5031.131348
	Iteration 10Q: 3 clusters Score -2200589 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2200856.750000 Penalty: 5031.131348
	Iteration 11Q: 3 clusters Score -2200857 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2201057.000000 Penalty: 5031.131348
	Iteration 12Q: 3 clusters Score -2201057 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2201207.000000 Penalty: 5031.131348
	Iteration 13Q: 3 clusters Score -2201207 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2201335.750000 Penalty: 5031.131348
	Iteration 14Q: 3 clusters Score -2201336 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2201435.250000 Penalty: 5031.131348
	Iteration 15Q: 3 clusters Score -2201435 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2201509.750000 Penalty: 5031.131348
	Iteration 16Q: 3 clusters Score -2201510 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2201576.000000 Penalty: 5031.131348
	Iteration 17Q: 3 clusters Score -2201576 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -2201639.000000 Penalty: 5031.131348
	Iteration 18Q: 3 clusters Score -2201639 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -2201687.250000 Penalty: 5031.131348
	Iteration 19Q: 3 clusters Score -2201687 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2201744.750000 Penalty: 5031.131348
	Iteration 20F: 3 clusters Score -2201745 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2201799.000000 Penalty: 5031.131348
	Iteration 21Q: 3 clusters Score -2201799 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2201859.250000 Penalty: 5031.131348
	Iteration 22Q: 3 clusters Score -2201859 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2201930.500000 Penalty: 5031.131348
	Iteration 23Q: 3 clusters Score -2201930 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -2201976.750000 Penalty: 5031.131348
	Iteration 24Q: 3 clusters Score -2201977 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -2202045.250000 Penalty: 5031.131348
	Iteration 25Q: 3 clusters Score -2202045 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2202131.500000 Penalty: 5031.131348
	Iteration 26Q: 3 clusters Score -2202132 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2202193.000000 Penalty: 5031.131348
	Iteration 27Q: 3 clusters Score -2202193 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2202263.000000 Penalty: 5031.131348
	Iteration 28Q: 3 clusters Score -2202263 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2202323.500000 Penalty: 5031.131348
	Iteration 29Q: 3 clusters Score -2202324 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2202380.000000 Penalty: 5031.131348
	Iteration 30Q: 3 clusters Score -2202380 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2202433.000000 Penalty: 5031.131348
	Iteration 31Q: 3 clusters Score -2202433 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2202506.250000 Penalty: 5031.131348
	Iteration 32Q: 3 clusters Score -2202506 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -2202561.000000 Penalty: 5031.131348
	Iteration 33Q: 3 clusters Score -2202561 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -2202618.250000 Penalty: 5031.131348
	Iteration 34Q: 3 clusters Score -2202618 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2202675.750000 Penalty: 5031.131348
	Iteration 35Q: 3 clusters Score -2202676 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2202736.500000 Penalty: 5031.131348
	Iteration 36Q: 3 clusters Score -2202736 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2202785.750000 Penalty: 5031.131348
	Iteration 37Q: 3 clusters Score -2202786 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2202849.250000 Penalty: 5031.131348
	Iteration 38Q: 3 clusters Score -2202849 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2202897.000000 Penalty: 5031.131348
	Iteration 39Q: 3 clusters Score -2202897 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2202955.750000 Penalty: 5031.131348
	Iteration 40F: 3 clusters Score -2202956 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2203002.000000 Penalty: 5031.131348
	Iteration 41Q: 3 clusters Score -2203002 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2203049.750000 Penalty: 5031.131348
	Iteration 42Q: 3 clusters Score -2203050 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2203089.000000 Penalty: 5031.131348
	Iteration 43Q: 3 clusters Score -2203089 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2203128.500000 Penalty: 5031.131348
	Iteration 44Q: 3 clusters Score -2203128 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2203158.500000 Penalty: 5031.131348
	Iteration 45Q: 3 clusters Score -2203158 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2203186.000000 Penalty: 5031.131348
	Iteration 46Q: 3 clusters Score -2203186 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2203215.500000 Penalty: 5031.131348
	Iteration 47Q: 3 clusters Score -2203216 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2203244.250000 Penalty: 5031.131348
	Iteration 48Q: 3 clusters Score -2203244 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2203284.000000 Penalty: 5031.131348
	Iteration 49Q: 3 clusters Score -2203284 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2203312.000000 Penalty: 5031.131348
	Iteration 50Q: 3 clusters Score -2203312 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2203345.000000 Penalty: 5031.131348
	Iteration 51Q: 3 clusters Score -2203345 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2203367.000000 Penalty: 5031.131348
	Iteration 52Q: 3 clusters Score -2203367 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2203378.250000 Penalty: 5031.131348
	Iteration 53Q: 3 clusters Score -2203378 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2203399.750000 Penalty: 5031.131348
	Iteration 54Q: 3 clusters Score -2203400 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2203416.000000 Penalty: 5031.131348
	Iteration 55Q: 3 clusters Score -2203416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2203429.500000 Penalty: 5031.131348
	Iteration 56Q: 3 clusters Score -2203430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2203433.500000 Penalty: 5031.131348
	Iteration 57Q: 3 clusters Score -2203434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2203444.250000 Penalty: 5031.131348
	Iteration 58Q: 3 clusters Score -2203444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2203451.000000 Penalty: 5031.131348
	Iteration 59Q: 3 clusters Score -2203451 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2203455.000000 Penalty: 5031.131348
	Iteration 60F: 3 clusters Score -2203455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2203461.000000 Penalty: 5031.131348
	Iteration 61Q: 3 clusters Score -2203461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2203461.250000 Penalty: 5031.131348
	Iteration 62Q: 3 clusters Score -2203461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2203467.250000 Penalty: 5031.131348
	Iteration 63Q: 3 clusters Score -2203467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2203466.500000 Penalty: 5031.131348
	Iteration 64Q: 3 clusters Score -2203466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2203471.500000 Penalty: 5031.131348
	Iteration 65Q: 3 clusters Score -2203472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2203475.500000 Penalty: 5031.131348
	Iteration 66Q: 3 clusters Score -2203476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2203475.250000 Penalty: 5031.131348
	Iteration 67Q: 3 clusters Score -2203475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2203485.500000 Penalty: 5031.131348
	Iteration 68Q: 3 clusters Score -2203486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2203490.500000 Penalty: 5031.131348
	Iteration 69Q: 3 clusters Score -2203490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2203494.250000 Penalty: 5031.131348
	Iteration 70Q: 3 clusters Score -2203494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2203497.750000 Penalty: 5031.131348
	Iteration 71Q: 3 clusters Score -2203498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2203506.750000 Penalty: 5031.131348
	Iteration 72Q: 3 clusters Score -2203507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2203506.000000 Penalty: 5031.131348
	Iteration 73Q: 3 clusters Score -2203506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2203508.500000 Penalty: 5031.131348
	Iteration 74Q: 3 clusters Score -2203508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2203508.500000 Penalty: 5031.131348
	Iteration 75Q: 3 clusters Score -2203508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2203507.000000 Penalty: 5031.131348
	Iteration 76Q: 3 clusters Score -2203507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2203509.000000 Penalty: 5031.131348
	Iteration 77Q: 3 clusters Score -2203509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2203510.750000 Penalty: 5031.131348
	Iteration 78Q: 3 clusters Score -2203511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2203514.750000 Penalty: 5031.131348
	Iteration 79Q: 3 clusters Score -2203515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2203514.000000 Penalty: 5031.131348
	Iteration 80F: 3 clusters Score -2203514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2203516.250000 Penalty: 5031.131348
	Iteration 81Q: 3 clusters Score -2203516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2203517.000000 Penalty: 5031.131348
	Iteration 82Q: 3 clusters Score -2203517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2203518.000000 Penalty: 5031.131348
	Iteration 83Q: 3 clusters Score -2203518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2203520.500000 Penalty: 5031.131348
	Iteration 84Q: 3 clusters Score -2203520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2203520.500000 Penalty: 5031.131348
	Iteration 85F: 3 clusters Score -2203520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (16612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Entering Unmasked Estep 
Score: -1837533.000000 Penalty: 2410.034180
	Iteration 0F: 2 clusters Score -1837533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1825739.000000 Penalty: 4820.068359
	Iteration 0F: 3 clusters Score -1825739 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1829397.500000 Penalty: 4820.068359
	Iteration 1F: 3 clusters Score -1829398 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1829739.000000 Penalty: 4820.068359
	Iteration 2F: 3 clusters Score -1829739 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1830029.000000 Penalty: 4820.068359
	Iteration 3Q: 3 clusters Score -1830029 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1830268.750000 Penalty: 4820.068359
	Iteration 4Q: 3 clusters Score -1830269 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1830502.625000 Penalty: 4820.068359
	Iteration 5Q: 3 clusters Score -1830503 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1830734.125000 Penalty: 4820.068359
	Iteration 6Q: 3 clusters Score -1830734 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1831020.250000 Penalty: 4820.068359
	Iteration 7Q: 3 clusters Score -1831020 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1831399.625000 Penalty: 4820.068359
	Iteration 8Q: 3 clusters Score -1831400 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1831885.000000 Penalty: 4820.068359
	Iteration 9Q: 3 clusters Score -1831885 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1832417.750000 Penalty: 4820.068359
	Iteration 10Q: 3 clusters Score -1832418 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1832952.000000 Penalty: 4820.068359
	Iteration 11Q: 3 clusters Score -1832952 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1833494.500000 Penalty: 4820.068359
	Iteration 12Q: 3 clusters Score -1833494 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1833959.625000 Penalty: 4820.068359
	Iteration 13Q: 3 clusters Score -1833960 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1834338.375000 Penalty: 4820.068359
	Iteration 14Q: 3 clusters Score -1834338 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1834610.625000 Penalty: 4820.068359
	Iteration 15Q: 3 clusters Score -1834611 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1834846.375000 Penalty: 4820.068359
	Iteration 16Q: 3 clusters Score -1834846 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1834990.875000 Penalty: 4820.068359
	Iteration 17Q: 3 clusters Score -1834991 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1835114.750000 Penalty: 4820.068359
	Iteration 18Q: 3 clusters Score -1835115 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1835192.000000 Penalty: 4820.068359
	Iteration 19Q: 3 clusters Score -1835192 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1835254.750000 Penalty: 4820.068359
	Iteration 20F: 3 clusters Score -1835255 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1835296.500000 Penalty: 4820.068359
	Iteration 21Q: 3 clusters Score -1835296 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1835324.750000 Penalty: 4820.068359
	Iteration 22Q: 3 clusters Score -1835325 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1835350.875000 Penalty: 4820.068359
	Iteration 23Q: 3 clusters Score -1835351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1835361.250000 Penalty: 4820.068359
	Iteration 24Q: 3 clusters Score -1835361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1835371.250000 Penalty: 4820.068359
	Iteration 25Q: 3 clusters Score -1835371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1835378.625000 Penalty: 4820.068359
	Iteration 26Q: 3 clusters Score -1835379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1835389.125000 Penalty: 4820.068359
	Iteration 27Q: 3 clusters Score -1835389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1835397.625000 Penalty: 4820.068359
	Iteration 28Q: 3 clusters Score -1835398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1835401.375000 Penalty: 4820.068359
	Iteration 29Q: 3 clusters Score -1835401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1835403.875000 Penalty: 4820.068359
	Iteration 30Q: 3 clusters Score -1835404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1835401.750000 Penalty: 4820.068359
	Iteration 31Q: 3 clusters Score -1835402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1835402.625000 Penalty: 4820.068359
	Iteration 32Q: 3 clusters Score -1835403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1835402.625000 Penalty: 4820.068359
	Iteration 33F: 3 clusters Score -1835403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -16095.055664 Penalty: 1360.229614
	Iteration 0F: 2 clusters Score -16095.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14975.420898 Penalty: 2720.459229
	Iteration 0F: 3 clusters Score -14975.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -15044.743164 Penalty: 2720.459229
	Iteration 1F: 3 clusters Score -15044.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15064.507812 Penalty: 2720.459229
	Iteration 2Q: 3 clusters Score -15064.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15072.347656 Penalty: 2720.459229
	Iteration 3Q: 3 clusters Score -15072.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -15080.400391 Penalty: 2720.459229
	Iteration 4Q: 3 clusters Score -15080.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -15080.400391 Penalty: 2720.459229
	Iteration 5F: 3 clusters Score -15080.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -28276.843750 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -28276.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26981.433594 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -26981.43 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -27157.568359 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -27157.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27224.279297 Penalty: 2850.116943
	Iteration 2F: 3 clusters Score -27224.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27272.615234 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -27272.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27302.601562 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -27302.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27323.769531 Penalty: 2850.116943
	Iteration 5Q: 3 clusters Score -27323.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -27338.503906 Penalty: 2850.116943
	Iteration 6Q: 3 clusters Score -27338.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -27340.107422 Penalty: 2850.116943
	Iteration 7Q: 3 clusters Score -27340.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -27340.107422 Penalty: 2850.116943
	Iteration 8F: 3 clusters Score -27340.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (13666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Entering Unmasked Estep 
Score: -1317871.250000 Penalty: 2361.621094
	Iteration 0F: 2 clusters Score -1317871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1307877.000000 Penalty: 4723.242188
	Iteration 0F: 3 clusters Score -1307877 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1311074.500000 Penalty: 4723.242188
	Iteration 1F: 3 clusters Score -1311074 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1311595.375000 Penalty: 4723.242188
	Iteration 2F: 3 clusters Score -1311595 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1312043.250000 Penalty: 4723.242188
	Iteration 3F: 3 clusters Score -1312043 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1312502.750000 Penalty: 4723.242188
	Iteration 4F: 3 clusters Score -1312503 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1312959.125000 Penalty: 4723.242188
	Iteration 5F: 3 clusters Score -1312959 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1313353.125000 Penalty: 4723.242188
	Iteration 6Q: 3 clusters Score -1313353 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1313700.625000 Penalty: 4723.242188
	Iteration 7Q: 3 clusters Score -1313701 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1313988.875000 Penalty: 4723.242188
	Iteration 8Q: 3 clusters Score -1313989 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1314260.500000 Penalty: 4723.242188
	Iteration 9Q: 3 clusters Score -1314260 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1314535.750000 Penalty: 4723.242188
	Iteration 10Q: 3 clusters Score -1314536 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1314791.125000 Penalty: 4723.242188
	Iteration 11Q: 3 clusters Score -1314791 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1315011.000000 Penalty: 4723.242188
	Iteration 12Q: 3 clusters Score -1315011 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1315222.500000 Penalty: 4723.242188
	Iteration 13Q: 3 clusters Score -1315222 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1315390.125000 Penalty: 4723.242188
	Iteration 14Q: 3 clusters Score -1315390 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1315528.500000 Penalty: 4723.242188
	Iteration 15Q: 3 clusters Score -1315528 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1315645.125000 Penalty: 4723.242188
	Iteration 16Q: 3 clusters Score -1315645 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1315749.875000 Penalty: 4723.242188
	Iteration 17Q: 3 clusters Score -1315750 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1315839.875000 Penalty: 4723.242188
	Iteration 18Q: 3 clusters Score -1315840 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1315921.250000 Penalty: 4723.242188
	Iteration 19Q: 3 clusters Score -1315921 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1315993.750000 Penalty: 4723.242188
	Iteration 20F: 3 clusters Score -1315994 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1316055.000000 Penalty: 4723.242188
	Iteration 21Q: 3 clusters Score -1316055 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1316132.125000 Penalty: 4723.242188
	Iteration 22Q: 3 clusters Score -1316132 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1316190.750000 Penalty: 4723.242188
	Iteration 23Q: 3 clusters Score -1316191 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1316230.500000 Penalty: 4723.242188
	Iteration 24Q: 3 clusters Score -1316230 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1316262.500000 Penalty: 4723.242188
	Iteration 25Q: 3 clusters Score -1316262 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1316287.250000 Penalty: 4723.242188
	Iteration 26Q: 3 clusters Score -1316287 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1316308.750000 Penalty: 4723.242188
	Iteration 27Q: 3 clusters Score -1316309 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1316325.375000 Penalty: 4723.242188
	Iteration 28Q: 3 clusters Score -1316325 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1316337.125000 Penalty: 4723.242188
	Iteration 29Q: 3 clusters Score -1316337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1316347.875000 Penalty: 4723.242188
	Iteration 30Q: 3 clusters Score -1316348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1316353.625000 Penalty: 4723.242188
	Iteration 31Q: 3 clusters Score -1316354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1316357.250000 Penalty: 4723.242188
	Iteration 32Q: 3 clusters Score -1316357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1316359.750000 Penalty: 4723.242188
	Iteration 33Q: 3 clusters Score -1316360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1316360.500000 Penalty: 4723.242188
	Iteration 34Q: 3 clusters Score -1316360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1316360.500000 Penalty: 4723.242188
	Iteration 35F: 3 clusters Score -1316360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (9460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Entering Unmasked Estep 
Score: -943595.500000 Penalty: 2270.397461
	Iteration 0F: 2 clusters Score -943595.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -936367.125000 Penalty: 4540.794922
	Iteration 0F: 3 clusters Score -936367.1 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -938469.312500 Penalty: 4540.794922
	Iteration 1F: 3 clusters Score -938469.3 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -938849.875000 Penalty: 4540.794922
	Iteration 2F: 3 clusters Score -938849.9 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -939156.625000 Penalty: 4540.794922
	Iteration 3F: 3 clusters Score -939156.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -939455.500000 Penalty: 4540.794922
	Iteration 4F: 3 clusters Score -939455.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -939771.562500 Penalty: 4540.794922
	Iteration 5Q: 3 clusters Score -939771.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -940126.812500 Penalty: 4540.794922
	Iteration 6F: 3 clusters Score -940126.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -940535.687500 Penalty: 4540.794922
	Iteration 7F: 3 clusters Score -940535.7 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -940961.687500 Penalty: 4540.794922
	Iteration 8F: 3 clusters Score -940961.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -941289.375000 Penalty: 4540.794922
	Iteration 9Q: 3 clusters Score -941289.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -941566.187500 Penalty: 4540.794922
	Iteration 10Q: 3 clusters Score -941566.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -941777.812500 Penalty: 4540.794922
	Iteration 11Q: 3 clusters Score -941777.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -941918.125000 Penalty: 4540.794922
	Iteration 12Q: 3 clusters Score -941918.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -942015.812500 Penalty: 4540.794922
	Iteration 13Q: 3 clusters Score -942015.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -942091.437500 Penalty: 4540.794922
	Iteration 14Q: 3 clusters Score -942091.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -942149.125000 Penalty: 4540.794922
	Iteration 15Q: 3 clusters Score -942149.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -942186.750000 Penalty: 4540.794922
	Iteration 16Q: 3 clusters Score -942186.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -942212.375000 Penalty: 4540.794922
	Iteration 17Q: 3 clusters Score -942212.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -942233.000000 Penalty: 4540.794922
	Iteration 18Q: 3 clusters Score -942233 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -942246.437500 Penalty: 4540.794922
	Iteration 19Q: 3 clusters Score -942246.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -942264.625000 Penalty: 4540.794922
	Iteration 20F: 3 clusters Score -942264.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -942275.000000 Penalty: 4540.794922
	Iteration 21Q: 3 clusters Score -942275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -942280.375000 Penalty: 4540.794922
	Iteration 22Q: 3 clusters Score -942280.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -942283.937500 Penalty: 4540.794922
	Iteration 23Q: 3 clusters Score -942283.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -942282.812500 Penalty: 4540.794922
	Iteration 24Q: 3 clusters Score -942282.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -942284.750000 Penalty: 4540.794922
	Iteration 25Q: 3 clusters Score -942284.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -942287.500000 Penalty: 4540.794922
	Iteration 26Q: 3 clusters Score -942287.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -942290.437500 Penalty: 4540.794922
	Iteration 27Q: 3 clusters Score -942290.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -942293.062500 Penalty: 4540.794922
	Iteration 28Q: 3 clusters Score -942293.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -942294.125000 Penalty: 4540.794922
	Iteration 29Q: 3 clusters Score -942294.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -942294.875000 Penalty: 4540.794922
	Iteration 30Q: 3 clusters Score -942294.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -942297.562500 Penalty: 4540.794922
	Iteration 31Q: 3 clusters Score -942297.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -942296.125000 Penalty: 4540.794922
	Iteration 32Q: 3 clusters Score -942296.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -942297.500000 Penalty: 4540.794922
	Iteration 33Q: 3 clusters Score -942297.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -942298.000000 Penalty: 4540.794922
	Iteration 34Q: 3 clusters Score -942298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -942299.750000 Penalty: 4540.794922
	Iteration 35Q: 3 clusters Score -942299.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -942302.062500 Penalty: 4540.794922
	Iteration 36Q: 3 clusters Score -942302.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -942302.500000 Penalty: 4540.794922
	Iteration 37Q: 3 clusters Score -942302.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -942301.812500 Penalty: 4540.794922
	Iteration 38Q: 3 clusters Score -942301.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -942302.625000 Penalty: 4540.794922
	Iteration 39Q: 3 clusters Score -942302.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -942307.250000 Penalty: 4540.794922
	Iteration 40F: 3 clusters Score -942307.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -942308.562500 Penalty: 4540.794922
	Iteration 41Q: 3 clusters Score -942308.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -942311.562500 Penalty: 4540.794922
	Iteration 42Q: 3 clusters Score -942311.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -942314.187500 Penalty: 4540.794922
	Iteration 43Q: 3 clusters Score -942314.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -942316.312500 Penalty: 4540.794922
	Iteration 44Q: 3 clusters Score -942316.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -942316.437500 Penalty: 4540.794922
	Iteration 45Q: 3 clusters Score -942316.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -942317.687500 Penalty: 4540.794922
	Iteration 46Q: 3 clusters Score -942317.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -942317.125000 Penalty: 4540.794922
	Iteration 47Q: 3 clusters Score -942317.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -942320.437500 Penalty: 4540.794922
	Iteration 48Q: 3 clusters Score -942320.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -942320.812500 Penalty: 4540.794922
	Iteration 49Q: 3 clusters Score -942320.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -942322.562500 Penalty: 4540.794922
	Iteration 50Q: 3 clusters Score -942322.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -942327.687500 Penalty: 4540.794922
	Iteration 51Q: 3 clusters Score -942327.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -942326.375000 Penalty: 4540.794922
	Iteration 52Q: 3 clusters Score -942326.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -942327.750000 Penalty: 4540.794922
	Iteration 53Q: 3 clusters Score -942327.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -942329.312500 Penalty: 4540.794922
	Iteration 54Q: 3 clusters Score -942329.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -942331.000000 Penalty: 4540.794922
	Iteration 55Q: 3 clusters Score -942331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -942334.000000 Penalty: 4540.794922
	Iteration 56Q: 3 clusters Score -942334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -942336.250000 Penalty: 4540.794922
	Iteration 57Q: 3 clusters Score -942336.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -942336.250000 Penalty: 4540.794922
	Iteration 58F: 3 clusters Score -942336.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (5007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Entering Unmasked Estep 
Score: -539288.875000 Penalty: 2112.610840
	Iteration 0F: 2 clusters Score -539288.9 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 2520 members 
Entering Unmasked Estep 
Score: -534771.375000 Penalty: 4225.221680
	Iteration 0F: 3 clusters Score -534771.4 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -535911.937500 Penalty: 4225.221680
	Iteration 1F: 3 clusters Score -535911.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -536239.687500 Penalty: 4225.221680
	Iteration 2F: 3 clusters Score -536239.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -536465.125000 Penalty: 4225.221680
	Iteration 3F: 3 clusters Score -536465.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -536670.687500 Penalty: 4225.221680
	Iteration 4F: 3 clusters Score -536670.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -536845.625000 Penalty: 4225.221680
	Iteration 5Q: 3 clusters Score -536845.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -536982.875000 Penalty: 4225.221680
	Iteration 6Q: 3 clusters Score -536982.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -537111.625000 Penalty: 4225.221680
	Iteration 7Q: 3 clusters Score -537111.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -537246.687500 Penalty: 4225.221680
	Iteration 8Q: 3 clusters Score -537246.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -537414.812500 Penalty: 4225.221680
	Iteration 9Q: 3 clusters Score -537414.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -537563.062500 Penalty: 4225.221680
	Iteration 10Q: 3 clusters Score -537563.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -537728.875000 Penalty: 4225.221680
	Iteration 11Q: 3 clusters Score -537728.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -537962.125000 Penalty: 4225.221680
	Iteration 12Q: 3 clusters Score -537962.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -538204.062500 Penalty: 4225.221680
	Iteration 13Q: 3 clusters Score -538204.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -538352.625000 Penalty: 4225.221680
	Iteration 14Q: 3 clusters Score -538352.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -538456.812500 Penalty: 4225.221680
	Iteration 15Q: 3 clusters Score -538456.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -538547.375000 Penalty: 4225.221680
	Iteration 16Q: 3 clusters Score -538547.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -538632.750000 Penalty: 4225.221680
	Iteration 17Q: 3 clusters Score -538632.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -538696.812500 Penalty: 4225.221680
	Iteration 18Q: 3 clusters Score -538696.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -538746.562500 Penalty: 4225.221680
	Iteration 19Q: 3 clusters Score -538746.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -538779.937500 Penalty: 4225.221680
	Iteration 20F: 3 clusters Score -538779.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -538795.437500 Penalty: 4225.221680
	Iteration 21Q: 3 clusters Score -538795.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -538803.687500 Penalty: 4225.221680
	Iteration 22Q: 3 clusters Score -538803.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -538806.750000 Penalty: 4225.221680
	Iteration 23Q: 3 clusters Score -538806.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -538810.500000 Penalty: 4225.221680
	Iteration 24Q: 3 clusters Score -538810.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -538815.812500 Penalty: 4225.221680
	Iteration 25Q: 3 clusters Score -538815.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -538819.937500 Penalty: 4225.221680
	Iteration 26Q: 3 clusters Score -538819.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -538823.500000 Penalty: 4225.221680
	Iteration 27Q: 3 clusters Score -538823.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -538826.437500 Penalty: 4225.221680
	Iteration 28Q: 3 clusters Score -538826.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -538826.812500 Penalty: 4225.221680
	Iteration 29Q: 3 clusters Score -538826.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -538826.875000 Penalty: 4225.221680
	Iteration 30Q: 3 clusters Score -538826.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -538826.875000 Penalty: 4225.221680
	Iteration 31F: 3 clusters Score -538826.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -69030.601562 Penalty: 1625.021973
	Iteration 0F: 2 clusters Score -69030.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -67328.054688 Penalty: 3250.043945
	Iteration 0F: 3 clusters Score -67328.05 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67583.031250 Penalty: 3250.043945
	Iteration 1F: 3 clusters Score -67583.03 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -67644.601562 Penalty: 3250.043945
	Iteration 2Q: 3 clusters Score -67644.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -67688.460938 Penalty: 3250.043945
	Iteration 3Q: 3 clusters Score -67688.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -67721.304688 Penalty: 3250.043945
	Iteration 4Q: 3 clusters Score -67721.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -67743.429688 Penalty: 3250.043945
	Iteration 5Q: 3 clusters Score -67743.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -67756.429688 Penalty: 3250.043945
	Iteration 6Q: 3 clusters Score -67756.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -67765.171875 Penalty: 3250.043945
	Iteration 7Q: 3 clusters Score -67765.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -67768.835938 Penalty: 3250.043945
	Iteration 8Q: 3 clusters Score -67768.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67772.312500 Penalty: 3250.043945
	Iteration 9Q: 3 clusters Score -67772.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -67776.515625 Penalty: 3250.043945
	Iteration 10Q: 3 clusters Score -67776.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -67779.015625 Penalty: 3250.043945
	Iteration 11Q: 3 clusters Score -67779.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -67782.945312 Penalty: 3250.043945
	Iteration 12Q: 3 clusters Score -67782.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67786.953125 Penalty: 3250.043945
	Iteration 13Q: 3 clusters Score -67786.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67786.953125 Penalty: 3250.043945
	Iteration 14F: 3 clusters Score -67786.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (28367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Entering Unmasked Estep 
Score: -3106653.250000 Penalty: 2542.739502
	Iteration 0F: 2 clusters Score -3106653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -3087133.000000 Penalty: 5085.479004
	Iteration 0F: 3 clusters Score -3087133 nChanged 12664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -3094012.000000 Penalty: 5085.479004
	Iteration 1F: 3 clusters Score -3094012 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -3094435.750000 Penalty: 5085.479004
	Iteration 2Q: 3 clusters Score -3094436 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -3094810.000000 Penalty: 5085.479004
	Iteration 3Q: 3 clusters Score -3094810 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -3095125.250000 Penalty: 5085.479004
	Iteration 4Q: 3 clusters Score -3095125 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -3095434.250000 Penalty: 5085.479004
	Iteration 5Q: 3 clusters Score -3095434 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -3095846.250000 Penalty: 5085.479004
	Iteration 6Q: 3 clusters Score -3095846 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -3096359.000000 Penalty: 5085.479004
	Iteration 7Q: 3 clusters Score -3096359 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -3097162.500000 Penalty: 5085.479004
	Iteration 8Q: 3 clusters Score -3097162 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -3098324.750000 Penalty: 5085.479004
	Iteration 9F: 3 clusters Score -3098325 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -3099808.750000 Penalty: 5085.479004
	Iteration 10F: 3 clusters Score -3099809 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -3101287.250000 Penalty: 5085.479004
	Iteration 11F: 3 clusters Score -3101287 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -3102514.250000 Penalty: 5085.479004
	Iteration 12F: 3 clusters Score -3102514 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -3103321.750000 Penalty: 5085.479004
	Iteration 13Q: 3 clusters Score -3103322 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -3103820.500000 Penalty: 5085.479004
	Iteration 14Q: 3 clusters Score -3103820 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -3104069.250000 Penalty: 5085.479004
	Iteration 15Q: 3 clusters Score -3104069 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -3104229.250000 Penalty: 5085.479004
	Iteration 16Q: 3 clusters Score -3104229 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -3104290.750000 Penalty: 5085.479004
	Iteration 17Q: 3 clusters Score -3104291 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -3104331.750000 Penalty: 5085.479004
	Iteration 18Q: 3 clusters Score -3104332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -3104354.500000 Penalty: 5085.479004
	Iteration 19Q: 3 clusters Score -3104354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -3104368.250000 Penalty: 5085.479004
	Iteration 20F: 3 clusters Score -3104368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -3104385.500000 Penalty: 5085.479004
	Iteration 21Q: 3 clusters Score -3104386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -3104400.250000 Penalty: 5085.479004
	Iteration 22Q: 3 clusters Score -3104400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -3104409.750000 Penalty: 5085.479004
	Iteration 23Q: 3 clusters Score -3104410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -3104413.250000 Penalty: 5085.479004
	Iteration 24Q: 3 clusters Score -3104413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -3104418.500000 Penalty: 5085.479004
	Iteration 25Q: 3 clusters Score -3104418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -3104422.750000 Penalty: 5085.479004
	Iteration 26Q: 3 clusters Score -3104423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -3104431.000000 Penalty: 5085.479004
	Iteration 27Q: 3 clusters Score -3104431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -3104434.250000 Penalty: 5085.479004
	Iteration 28Q: 3 clusters Score -3104434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -3104445.000000 Penalty: 5085.479004
	Iteration 29Q: 3 clusters Score -3104445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -3104446.500000 Penalty: 5085.479004
	Iteration 30Q: 3 clusters Score -3104446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -3104447.500000 Penalty: 5085.479004
	Iteration 31Q: 3 clusters Score -3104448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -3104449.250000 Penalty: 5085.479004
	Iteration 32Q: 3 clusters Score -3104449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -3104449.250000 Penalty: 5085.479004
	Iteration 33F: 3 clusters Score -3104449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Entering Unmasked Estep 
Score: -183728.656250 Penalty: 1840.006348
	Iteration 0F: 2 clusters Score -183728.7 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 844 members 
Entering Unmasked Estep 
Score: -181294.671875 Penalty: 3680.012695
	Iteration 0F: 3 clusters Score -181294.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -181671.281250 Penalty: 3680.012695
	Iteration 1F: 3 clusters Score -181671.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -181792.265625 Penalty: 3680.012695
	Iteration 2F: 3 clusters Score -181792.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -181860.328125 Penalty: 3680.012695
	Iteration 3Q: 3 clusters Score -181860.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -181896.468750 Penalty: 3680.012695
	Iteration 4Q: 3 clusters Score -181896.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -181915.859375 Penalty: 3680.012695
	Iteration 5Q: 3 clusters Score -181915.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -181933.234375 Penalty: 3680.012695
	Iteration 6Q: 3 clusters Score -181933.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -181948.031250 Penalty: 3680.012695
	Iteration 7Q: 3 clusters Score -181948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -181955.187500 Penalty: 3680.012695
	Iteration 8Q: 3 clusters Score -181955.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -181958.000000 Penalty: 3680.012695
	Iteration 9Q: 3 clusters Score -181958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -181960.625000 Penalty: 3680.012695
	Iteration 10Q: 3 clusters Score -181960.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -181964.609375 Penalty: 3680.012695
	Iteration 11Q: 3 clusters Score -181964.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -181968.390625 Penalty: 3680.012695
	Iteration 12Q: 3 clusters Score -181968.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -181969.906250 Penalty: 3680.012695
	Iteration 13Q: 3 clusters Score -181969.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -181970.625000 Penalty: 3680.012695
	Iteration 14Q: 3 clusters Score -181970.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -181972.578125 Penalty: 3680.012695
	Iteration 15Q: 3 clusters Score -181972.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -181974.859375 Penalty: 3680.012695
	Iteration 16Q: 3 clusters Score -181974.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -181976.312500 Penalty: 3680.012695
	Iteration 17Q: 3 clusters Score -181976.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -181977.156250 Penalty: 3680.012695
	Iteration 18Q: 3 clusters Score -181977.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -181977.156250 Penalty: 3680.012695
	Iteration 19F: 3 clusters Score -181977.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (17347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Entering Unmasked Estep 
Score: -1888380.375000 Penalty: 2420.771484
	Iteration 0F: 2 clusters Score -1888380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1876037.375000 Penalty: 4841.542969
	Iteration 0F: 3 clusters Score -1876037 nChanged 7506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1879886.250000 Penalty: 4841.542969
	Iteration 1F: 3 clusters Score -1879886 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1880245.500000 Penalty: 4841.542969
	Iteration 2F: 3 clusters Score -1880246 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1880545.875000 Penalty: 4841.542969
	Iteration 3Q: 3 clusters Score -1880546 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1880805.000000 Penalty: 4841.542969
	Iteration 4Q: 3 clusters Score -1880805 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1881021.375000 Penalty: 4841.542969
	Iteration 5Q: 3 clusters Score -1881021 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1881241.500000 Penalty: 4841.542969
	Iteration 6Q: 3 clusters Score -1881242 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1881447.000000 Penalty: 4841.542969
	Iteration 7Q: 3 clusters Score -1881447 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1881671.750000 Penalty: 4841.542969
	Iteration 8Q: 3 clusters Score -1881672 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1881929.750000 Penalty: 4841.542969
	Iteration 9Q: 3 clusters Score -1881930 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1882204.625000 Penalty: 4841.542969
	Iteration 10Q: 3 clusters Score -1882205 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1882533.125000 Penalty: 4841.542969
	Iteration 11Q: 3 clusters Score -1882533 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1882900.750000 Penalty: 4841.542969
	Iteration 12Q: 3 clusters Score -1882901 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1883280.750000 Penalty: 4841.542969
	Iteration 13Q: 3 clusters Score -1883281 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1883707.375000 Penalty: 4841.542969
	Iteration 14Q: 3 clusters Score -1883707 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1884199.500000 Penalty: 4841.542969
	Iteration 15Q: 3 clusters Score -1884200 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1884602.500000 Penalty: 4841.542969
	Iteration 16Q: 3 clusters Score -1884602 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1884963.625000 Penalty: 4841.542969
	Iteration 17Q: 3 clusters Score -1884964 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -1885297.375000 Penalty: 4841.542969
	Iteration 18Q: 3 clusters Score -1885297 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -1885558.625000 Penalty: 4841.542969
	Iteration 19Q: 3 clusters Score -1885559 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -1885763.500000 Penalty: 4841.542969
	Iteration 20F: 3 clusters Score -1885764 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -1885931.125000 Penalty: 4841.542969
	Iteration 21Q: 3 clusters Score -1885931 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -1886047.125000 Penalty: 4841.542969
	Iteration 22Q: 3 clusters Score -1886047 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -1886116.000000 Penalty: 4841.542969
	Iteration 23Q: 3 clusters Score -1886116 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -1886176.125000 Penalty: 4841.542969
	Iteration 24Q: 3 clusters Score -1886176 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -1886213.750000 Penalty: 4841.542969
	Iteration 25Q: 3 clusters Score -1886214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -1886242.750000 Penalty: 4841.542969
	Iteration 26Q: 3 clusters Score -1886243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -1886259.750000 Penalty: 4841.542969
	Iteration 27Q: 3 clusters Score -1886260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -1886277.375000 Penalty: 4841.542969
	Iteration 28Q: 3 clusters Score -1886277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -1886286.625000 Penalty: 4841.542969
	Iteration 29Q: 3 clusters Score -1886287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -1886293.875000 Penalty: 4841.542969
	Iteration 30Q: 3 clusters Score -1886294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -1886299.000000 Penalty: 4841.542969
	Iteration 31Q: 3 clusters Score -1886299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -1886303.625000 Penalty: 4841.542969
	Iteration 32Q: 3 clusters Score -1886304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -1886307.000000 Penalty: 4841.542969
	Iteration 33Q: 3 clusters Score -1886307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -1886310.625000 Penalty: 4841.542969
	Iteration 34Q: 3 clusters Score -1886311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -1886316.750000 Penalty: 4841.542969
	Iteration 35Q: 3 clusters Score -1886317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -1886318.500000 Penalty: 4841.542969
	Iteration 36Q: 3 clusters Score -1886318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -1886321.375000 Penalty: 4841.542969
	Iteration 37Q: 3 clusters Score -1886321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -1886325.750000 Penalty: 4841.542969
	Iteration 38Q: 3 clusters Score -1886326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -1886329.750000 Penalty: 4841.542969
	Iteration 39Q: 3 clusters Score -1886330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -1886331.000000 Penalty: 4841.542969
	Iteration 40F: 3 clusters Score -1886331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -1886334.750000 Penalty: 4841.542969
	Iteration 41Q: 3 clusters Score -1886335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -1886340.000000 Penalty: 4841.542969
	Iteration 42Q: 3 clusters Score -1886340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -1886345.125000 Penalty: 4841.542969
	Iteration 43Q: 3 clusters Score -1886345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -1886349.250000 Penalty: 4841.542969
	Iteration 44Q: 3 clusters Score -1886349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -1886352.375000 Penalty: 4841.542969
	Iteration 45Q: 3 clusters Score -1886352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -1886355.500000 Penalty: 4841.542969
	Iteration 46Q: 3 clusters Score -1886356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -1886357.750000 Penalty: 4841.542969
	Iteration 47Q: 3 clusters Score -1886358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -1886359.000000 Penalty: 4841.542969
	Iteration 48Q: 3 clusters Score -1886359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -1886359.250000 Penalty: 4841.542969
	Iteration 49Q: 3 clusters Score -1886359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -1886360.375000 Penalty: 4841.542969
	Iteration 50Q: 3 clusters Score -1886360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -1886360.750000 Penalty: 4841.542969
	Iteration 51Q: 3 clusters Score -1886361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -1886363.250000 Penalty: 4841.542969
	Iteration 52Q: 3 clusters Score -1886363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -1886365.125000 Penalty: 4841.542969
	Iteration 53Q: 3 clusters Score -1886365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -1886365.125000 Penalty: 4841.542969
	Iteration 54F: 3 clusters Score -1886365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -15116.720703 Penalty: 1272.214844
	Iteration 0F: 2 clusters Score -15116.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14065.641602 Penalty: 2544.429688
	Iteration 0F: 3 clusters Score -14065.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14110.900391 Penalty: 2544.429688
	Iteration 1Q: 3 clusters Score -14110.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14130.327148 Penalty: 2544.429688
	Iteration 2Q: 3 clusters Score -14130.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14130.327148 Penalty: 2544.429688
	Iteration 3F: 3 clusters Score -14130.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (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: -369595.281250 Penalty: 2015.229858
	Iteration 0F: 2 clusters Score -369595.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -366103.125000 Penalty: 4030.459717
	Iteration 0F: 3 clusters Score -366103.1 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -366823.500000 Penalty: 4030.459717
	Iteration 1F: 3 clusters Score -366823.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -366963.906250 Penalty: 4030.459717
	Iteration 2F: 3 clusters Score -366963.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -367038.031250 Penalty: 4030.459717
	Iteration 3Q: 3 clusters Score -367038 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -367103.656250 Penalty: 4030.459717
	Iteration 4Q: 3 clusters Score -367103.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -367149.375000 Penalty: 4030.459717
	Iteration 5Q: 3 clusters Score -367149.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -367183.000000 Penalty: 4030.459717
	Iteration 6Q: 3 clusters Score -367183 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -367198.937500 Penalty: 4030.459717
	Iteration 7Q: 3 clusters Score -367198.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -367218.343750 Penalty: 4030.459717
	Iteration 8Q: 3 clusters Score -367218.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -367229.531250 Penalty: 4030.459717
	Iteration 9Q: 3 clusters Score -367229.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -367240.343750 Penalty: 4030.459717
	Iteration 10Q: 3 clusters Score -367240.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -367250.500000 Penalty: 4030.459717
	Iteration 11Q: 3 clusters Score -367250.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -367256.718750 Penalty: 4030.459717
	Iteration 12Q: 3 clusters Score -367256.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -367263.250000 Penalty: 4030.459717
	Iteration 13Q: 3 clusters Score -367263.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -367267.750000 Penalty: 4030.459717
	Iteration 14Q: 3 clusters Score -367267.8 nChanged 10
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: -367270.406250 Penalty: 4030.459717
	Iteration 15Q: 3 clusters Score -367270.4 nChanged 5
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: -367271.281250 Penalty: 4030.459717
	Iteration 16Q: 3 clusters Score -367271.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -367272.218750 Penalty: 4030.459717
	Iteration 17Q: 3 clusters Score -367272.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -367273.250000 Penalty: 4030.459717
	Iteration 18Q: 3 clusters Score -367273.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -367274.593750 Penalty: 4030.459717
	Iteration 19Q: 3 clusters Score -367274.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -367275.156250 Penalty: 4030.459717
	Iteration 20F: 3 clusters Score -367275.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -367277.000000 Penalty: 4030.459717
	Iteration 21Q: 3 clusters Score -367277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -367276.843750 Penalty: 4030.459717
	Iteration 22Q: 3 clusters Score -367276.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -367277.781250 Penalty: 4030.459717
	Iteration 23Q: 3 clusters Score -367277.8 nChanged 5
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: -367279.375000 Penalty: 4030.459717
	Iteration 24Q: 3 clusters Score -367279.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -367279.875000 Penalty: 4030.459717
	Iteration 25Q: 3 clusters Score -367279.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -367281.406250 Penalty: 4030.459717
	Iteration 26Q: 3 clusters Score -367281.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -367283.875000 Penalty: 4030.459717
	Iteration 27Q: 3 clusters Score -367283.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -367286.218750 Penalty: 4030.459717
	Iteration 28Q: 3 clusters Score -367286.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -367289.562500 Penalty: 4030.459717
	Iteration 29Q: 3 clusters Score -367289.6 nChanged 4
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: -367291.468750 Penalty: 4030.459717
	Iteration 30Q: 3 clusters Score -367291.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -367292.625000 Penalty: 4030.459717
	Iteration 31Q: 3 clusters Score -367292.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -367293.843750 Penalty: 4030.459717
	Iteration 32Q: 3 clusters Score -367293.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -367295.687500 Penalty: 4030.459717
	Iteration 33Q: 3 clusters Score -367295.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -367298.843750 Penalty: 4030.459717
	Iteration 34Q: 3 clusters Score -367298.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -367301.937500 Penalty: 4030.459717
	Iteration 35Q: 3 clusters Score -367301.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -367302.156250 Penalty: 4030.459717
	Iteration 36Q: 3 clusters Score -367302.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -367302.312500 Penalty: 4030.459717
	Iteration 37Q: 3 clusters Score -367302.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -367302.312500 Penalty: 4030.459717
	Iteration 38F: 3 clusters Score -367302.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18898 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 7124 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31920 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19010 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7680 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10642 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4422 members 
Mstep: Class 34 contains 2509 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8471 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11114 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25423 members 
Mstep: Class 46 contains 16612 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13666 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5007 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774804.000000 Penalty: 189167.531250
Iteration 279Q: 58 clusters Score -6.47748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18898 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 7124 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31920 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19010 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7678 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10646 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4422 members 
Mstep: Class 34 contains 2509 members 
Mstep: Class 35 contains 5332 members 
Mstep: Class 36 contains 8471 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11112 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25424 members 
Mstep: Class 46 contains 16612 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13666 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5007 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774796.000000 Penalty: 189167.531250
Iteration 280F: 58 clusters Score -6.47748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18898 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 7125 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31920 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19009 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7679 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10650 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4422 members 
Mstep: Class 34 contains 2509 members 
Mstep: Class 35 contains 5331 members 
Mstep: Class 36 contains 8471 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11108 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25424 members 
Mstep: Class 46 contains 16612 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13666 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5007 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774800.000000 Penalty: 189167.531250
Iteration 281Q: 58 clusters Score -6.47748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18898 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 7125 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31920 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19009 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7679 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10655 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4422 members 
Mstep: Class 34 contains 2509 members 
Mstep: Class 35 contains 5330 members 
Mstep: Class 36 contains 8471 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11106 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25424 members 
Mstep: Class 46 contains 16612 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13664 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5007 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774784.000000 Penalty: 189167.531250
Iteration 282Q: 58 clusters Score -6.477478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18898 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 7126 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31920 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19009 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7679 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10658 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4422 members 
Mstep: Class 34 contains 2509 members 
Mstep: Class 35 contains 5332 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11101 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25424 members 
Mstep: Class 46 contains 16612 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13664 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5007 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774780.000000 Penalty: 189167.531250
Iteration 283Q: 58 clusters Score -6.477478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18898 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 7126 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31920 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19009 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7679 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10662 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4422 members 
Mstep: Class 34 contains 2509 members 
Mstep: Class 35 contains 5334 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11098 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25422 members 
Mstep: Class 46 contains 16612 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13663 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5007 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774784.000000 Penalty: 189167.531250
Iteration 284Q: 58 clusters Score -6.477478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18898 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 7126 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31920 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19009 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7678 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10668 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4422 members 
Mstep: Class 34 contains 2509 members 
Mstep: Class 35 contains 5335 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11091 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25423 members 
Mstep: Class 46 contains 16612 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13663 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5007 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774788.000000 Penalty: 189167.531250
Iteration 285Q: 58 clusters Score -6.477479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18898 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 7126 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31920 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19008 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7679 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10670 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4422 members 
Mstep: Class 34 contains 2509 members 
Mstep: Class 35 contains 5336 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11089 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25423 members 
Mstep: Class 46 contains 16612 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13662 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5007 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774800.000000 Penalty: 189167.531250
Iteration 286Q: 58 clusters Score -6.47748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18898 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 7126 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31920 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19007 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7680 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10673 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4423 members 
Mstep: Class 34 contains 2509 members 
Mstep: Class 35 contains 5336 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11086 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25423 members 
Mstep: Class 46 contains 16612 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13661 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5007 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774792.000000 Penalty: 189167.531250
Iteration 287Q: 58 clusters Score -6.477479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18898 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 7126 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31920 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19007 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7679 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10674 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4423 members 
Mstep: Class 34 contains 2509 members 
Mstep: Class 35 contains 5336 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11087 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25423 members 
Mstep: Class 46 contains 16612 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13660 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5007 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774784.000000 Penalty: 189167.531250
Iteration 288Q: 58 clusters Score -6.477478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18898 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 7126 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31920 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19007 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7678 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10675 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4423 members 
Mstep: Class 34 contains 2509 members 
Mstep: Class 35 contains 5336 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11088 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25422 members 
Mstep: Class 46 contains 16612 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13660 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5007 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774764.000000 Penalty: 189167.531250
Iteration 289Q: 58 clusters Score -6.477476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18898 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 7126 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31920 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19007 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7678 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10674 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4423 members 
Mstep: Class 34 contains 2509 members 
Mstep: Class 35 contains 5337 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11088 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25422 members 
Mstep: Class 46 contains 16612 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13660 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5007 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774776.000000 Penalty: 189167.531250
Iteration 290Q: 58 clusters Score -6.477478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18898 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 7126 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31920 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19007 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7678 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10675 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4423 members 
Mstep: Class 34 contains 2509 members 
Mstep: Class 35 contains 5338 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11087 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25420 members 
Mstep: Class 46 contains 16612 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13661 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5007 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774800.000000 Penalty: 189167.531250
Iteration 291Q: 58 clusters Score -6.47748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18898 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 7126 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31920 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19007 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7678 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10678 members 
Mstep: Class 21 contains 13463 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4423 members 
Mstep: Class 34 contains 2509 members 
Mstep: Class 35 contains 5338 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11085 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25419 members 
Mstep: Class 46 contains 16612 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13661 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5006 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774756.000000 Penalty: 189167.531250
Iteration 292Q: 58 clusters Score -6.477476e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18898 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 7124 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31920 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19007 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7677 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10681 members 
Mstep: Class 21 contains 13464 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4423 members 
Mstep: Class 34 contains 2509 members 
Mstep: Class 35 contains 5339 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11085 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25418 members 
Mstep: Class 46 contains 16611 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13662 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5005 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774720.000000 Penalty: 189167.531250
Iteration 293Q: 58 clusters Score -6.477472e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18898 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 7122 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31920 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19007 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7677 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10684 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4423 members 
Mstep: Class 34 contains 2509 members 
Mstep: Class 35 contains 5339 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11085 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25419 members 
Mstep: Class 46 contains 16610 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13660 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5004 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774796.000000 Penalty: 189167.531250
Iteration 294Q: 58 clusters Score -6.47748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18899 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 7120 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31920 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19007 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7677 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10685 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4423 members 
Mstep: Class 34 contains 2510 members 
Mstep: Class 35 contains 5340 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11083 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25420 members 
Mstep: Class 46 contains 16610 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13659 members 
Mstep: Class 50 contains 9460 members 
Mstep: Class 51 contains 5004 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774796.000000 Penalty: 189167.531250
Iteration 295Q: 58 clusters Score -6.47748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18901 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 7117 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31919 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19006 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7677 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10685 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9350 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4423 members 
Mstep: Class 34 contains 2512 members 
Mstep: Class 35 contains 5341 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11082 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25421 members 
Mstep: Class 46 contains 16610 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13659 members 
Mstep: Class 50 contains 9459 members 
Mstep: Class 51 contains 5004 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17347 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774772.000000 Penalty: 189167.531250
Iteration 296Q: 58 clusters Score -6.477477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18902 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 7115 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31919 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19006 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7678 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10685 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90191 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9350 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4423 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5341 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11081 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25422 members 
Mstep: Class 46 contains 16610 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13658 members 
Mstep: Class 50 contains 9457 members 
Mstep: Class 51 contains 5004 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17348 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774776.000000 Penalty: 189167.531250
Iteration 297Q: 58 clusters Score -6.477478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18901 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 7115 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31921 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19006 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7678 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10685 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9351 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4423 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5341 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11082 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25420 members 
Mstep: Class 46 contains 16610 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13658 members 
Mstep: Class 50 contains 9456 members 
Mstep: Class 51 contains 5004 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17348 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774780.000000 Penalty: 189167.531250
Iteration 298Q: 58 clusters Score -6.477478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18901 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 7115 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31920 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19006 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7678 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10685 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9352 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4423 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5341 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11082 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25420 members 
Mstep: Class 46 contains 16610 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13658 members 
Mstep: Class 50 contains 9456 members 
Mstep: Class 51 contains 5004 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17348 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774788.000000 Penalty: 189167.531250
Iteration 299Q: 58 clusters Score -6.477479e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18901 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 7113 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31919 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19006 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7679 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10685 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9353 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4423 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5341 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11082 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25421 members 
Mstep: Class 46 contains 16610 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13658 members 
Mstep: Class 50 contains 9456 members 
Mstep: Class 51 contains 5004 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17348 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774800.000000 Penalty: 189167.531250
Iteration 300F: 58 clusters Score -6.47748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18902 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 7109 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31918 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19006 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7679 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10685 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9353 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4423 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5341 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11082 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25425 members 
Mstep: Class 46 contains 16610 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13658 members 
Mstep: Class 50 contains 9456 members 
Mstep: Class 51 contains 5004 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17348 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774804.000000 Penalty: 189167.531250
Iteration 301Q: 58 clusters Score -6.47748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18901 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34664 members 
Mstep: Class 9 contains 7110 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31918 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19006 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7679 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10683 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9352 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4423 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5341 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11082 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25427 members 
Mstep: Class 46 contains 16610 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13658 members 
Mstep: Class 50 contains 9456 members 
Mstep: Class 51 contains 5004 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17348 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774800.000000 Penalty: 189167.531250
Iteration 302Q: 58 clusters Score -6.47748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18901 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34664 members 
Mstep: Class 9 contains 7109 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31919 members 
Mstep: Class 12 contains 5492 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19006 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7679 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10683 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9351 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4423 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5341 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11082 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25427 members 
Mstep: Class 46 contains 16610 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13658 members 
Mstep: Class 50 contains 9456 members 
Mstep: Class 51 contains 5004 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17348 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774808.000000 Penalty: 189167.531250
Iteration 303Q: 58 clusters Score -6.477481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18901 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 7108 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31921 members 
Mstep: Class 12 contains 5492 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19006 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7679 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10683 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9351 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4423 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5341 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11082 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25427 members 
Mstep: Class 46 contains 16610 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13658 members 
Mstep: Class 50 contains 9456 members 
Mstep: Class 51 contains 5004 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17348 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774816.000000 Penalty: 189167.531250
Iteration 304Q: 58 clusters Score -6.477482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18901 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34662 members 
Mstep: Class 9 contains 7109 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31922 members 
Mstep: Class 12 contains 5492 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19006 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7679 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10683 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9351 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4424 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5341 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11082 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25425 members 
Mstep: Class 46 contains 16610 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13658 members 
Mstep: Class 50 contains 9456 members 
Mstep: Class 51 contains 5004 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17348 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774804.000000 Penalty: 189167.531250
Iteration 305Q: 58 clusters Score -6.47748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18901 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34661 members 
Mstep: Class 9 contains 7108 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31922 members 
Mstep: Class 12 contains 5492 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19006 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7679 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10684 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9351 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4425 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5341 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11082 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25425 members 
Mstep: Class 46 contains 16610 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13658 members 
Mstep: Class 50 contains 9456 members 
Mstep: Class 51 contains 5004 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17348 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774820.000000 Penalty: 189167.531250
Iteration 306Q: 58 clusters Score -6.477482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18902 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34660 members 
Mstep: Class 9 contains 7104 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 31922 members 
Mstep: Class 12 contains 5492 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19005 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7679 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10685 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9350 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4427 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5341 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11082 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25430 members 
Mstep: Class 46 contains 16610 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13656 members 
Mstep: Class 50 contains 9456 members 
Mstep: Class 51 contains 5004 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17348 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774772.000000 Penalty: 189167.531250
Iteration 307Q: 58 clusters Score -6.477477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18902 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34660 members 
Mstep: Class 9 contains 7104 members 
Mstep: Class 10 contains 11179 members 
Mstep: Class 11 contains 31922 members 
Mstep: Class 12 contains 5492 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19005 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7680 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10684 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9351 members 
Mstep: Class 26 contains 6129 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4427 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5341 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11082 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25431 members 
Mstep: Class 46 contains 16610 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13656 members 
Mstep: Class 50 contains 9456 members 
Mstep: Class 51 contains 5004 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17348 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774768.000000 Penalty: 189167.531250
Iteration 308Q: 58 clusters Score -6.477477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18902 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34660 members 
Mstep: Class 9 contains 7105 members 
Mstep: Class 10 contains 11179 members 
Mstep: Class 11 contains 31922 members 
Mstep: Class 12 contains 5492 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19004 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7680 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10683 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9351 members 
Mstep: Class 26 contains 6129 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4427 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5341 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11082 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25432 members 
Mstep: Class 46 contains 16610 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13656 members 
Mstep: Class 50 contains 9456 members 
Mstep: Class 51 contains 5004 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17348 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774760.000000 Penalty: 189167.531250
Iteration 309Q: 58 clusters Score -6.477476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18902 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34660 members 
Mstep: Class 9 contains 7107 members 
Mstep: Class 10 contains 11179 members 
Mstep: Class 11 contains 31922 members 
Mstep: Class 12 contains 5492 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19004 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7680 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10682 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9351 members 
Mstep: Class 26 contains 6129 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4427 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5340 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11082 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25432 members 
Mstep: Class 46 contains 16610 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13656 members 
Mstep: Class 50 contains 9456 members 
Mstep: Class 51 contains 5004 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17348 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774732.000000 Penalty: 189167.531250
Iteration 310Q: 58 clusters Score -6.477473e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18902 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34660 members 
Mstep: Class 9 contains 7109 members 
Mstep: Class 10 contains 11179 members 
Mstep: Class 11 contains 31922 members 
Mstep: Class 12 contains 5492 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19004 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7680 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10682 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9351 members 
Mstep: Class 26 contains 6129 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4427 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5338 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11081 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25433 members 
Mstep: Class 46 contains 16610 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13656 members 
Mstep: Class 50 contains 9456 members 
Mstep: Class 51 contains 5004 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17348 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774760.000000 Penalty: 189167.531250
Iteration 311Q: 58 clusters Score -6.477476e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18902 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34660 members 
Mstep: Class 9 contains 7112 members 
Mstep: Class 10 contains 11179 members 
Mstep: Class 11 contains 31922 members 
Mstep: Class 12 contains 5492 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19004 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7680 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10684 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9351 members 
Mstep: Class 26 contains 6129 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4427 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5335 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11079 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25433 members 
Mstep: Class 46 contains 16610 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13656 members 
Mstep: Class 50 contains 9456 members 
Mstep: Class 51 contains 5004 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17348 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774740.000000 Penalty: 189167.531250
Iteration 312Q: 58 clusters Score -6.477474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18902 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34660 members 
Mstep: Class 9 contains 7115 members 
Mstep: Class 10 contains 11179 members 
Mstep: Class 11 contains 31922 members 
Mstep: Class 12 contains 5492 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19004 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7680 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10683 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9351 members 
Mstep: Class 26 contains 6129 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4427 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5334 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11078 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25433 members 
Mstep: Class 46 contains 16610 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13656 members 
Mstep: Class 50 contains 9456 members 
Mstep: Class 51 contains 5004 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17348 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774740.000000 Penalty: 189167.531250
Iteration 313Q: 58 clusters Score -6.477474e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18902 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34660 members 
Mstep: Class 9 contains 7120 members 
Mstep: Class 10 contains 11179 members 
Mstep: Class 11 contains 31922 members 
Mstep: Class 12 contains 5492 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19004 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7681 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10679 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9351 members 
Mstep: Class 26 contains 6129 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4427 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5334 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11078 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25431 members 
Mstep: Class 46 contains 16610 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13656 members 
Mstep: Class 50 contains 9456 members 
Mstep: Class 51 contains 5004 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17348 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774748.000000 Penalty: 189167.531250
Iteration 314Q: 58 clusters Score -6.477475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18902 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34660 members 
Mstep: Class 9 contains 7124 members 
Mstep: Class 10 contains 11179 members 
Mstep: Class 11 contains 31922 members 
Mstep: Class 12 contains 5492 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19004 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7681 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10675 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9351 members 
Mstep: Class 26 contains 6129 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4427 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5334 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11078 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25431 members 
Mstep: Class 46 contains 16610 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13656 members 
Mstep: Class 50 contains 9456 members 
Mstep: Class 51 contains 5004 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17348 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774732.000000 Penalty: 189167.531250
Iteration 315Q: 58 clusters Score -6.477473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18902 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34660 members 
Mstep: Class 9 contains 7125 members 
Mstep: Class 10 contains 11179 members 
Mstep: Class 11 contains 31922 members 
Mstep: Class 12 contains 5492 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19004 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7681 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10673 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9352 members 
Mstep: Class 26 contains 6129 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4427 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5334 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11078 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25431 members 
Mstep: Class 46 contains 16610 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13656 members 
Mstep: Class 50 contains 9456 members 
Mstep: Class 51 contains 5004 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17348 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774732.000000 Penalty: 189167.531250
Iteration 316Q: 58 clusters Score -6.477473e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18903 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34660 members 
Mstep: Class 9 contains 7125 members 
Mstep: Class 10 contains 11179 members 
Mstep: Class 11 contains 31922 members 
Mstep: Class 12 contains 5492 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19004 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7682 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10672 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9351 members 
Mstep: Class 26 contains 6129 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4427 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11078 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25431 members 
Mstep: Class 46 contains 16610 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13656 members 
Mstep: Class 50 contains 9456 members 
Mstep: Class 51 contains 5004 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17349 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774768.000000 Penalty: 189167.531250
Iteration 317Q: 58 clusters Score -6.477477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18903 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34660 members 
Mstep: Class 9 contains 7127 members 
Mstep: Class 10 contains 11179 members 
Mstep: Class 11 contains 31922 members 
Mstep: Class 12 contains 5492 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19004 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7682 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10671 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 6129 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4427 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5332 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11078 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25431 members 
Mstep: Class 46 contains 16610 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13656 members 
Mstep: Class 50 contains 9456 members 
Mstep: Class 51 contains 5004 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17351 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774776.000000 Penalty: 189167.531250
Iteration 318Q: 58 clusters Score -6.477478e+07 nChanged 2
Entering ConstructFrom: 
Score: -64774776.000000 Penalty: 189167.531250
Entering ConstructFrom: 
Trying to split cluster 1 (14292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Entering Unmasked Estep 
Score: -1538644.500000 Penalty: 2372.729004
	Iteration 0F: 2 clusters Score -1538644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1528202.500000 Penalty: 4745.458008
	Iteration 0F: 3 clusters Score -1528202 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1531563.125000 Penalty: 4745.458008
	Iteration 1F: 3 clusters Score -1531563 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1531954.250000 Penalty: 4745.458008
	Iteration 2F: 3 clusters Score -1531954 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1532320.375000 Penalty: 4745.458008
	Iteration 3F: 3 clusters Score -1532320 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1532695.750000 Penalty: 4745.458008
	Iteration 4Q: 3 clusters Score -1532696 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1533107.125000 Penalty: 4745.458008
	Iteration 5Q: 3 clusters Score -1533107 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1533623.375000 Penalty: 4745.458008
	Iteration 6F: 3 clusters Score -1533623 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1534164.750000 Penalty: 4745.458008
	Iteration 7F: 3 clusters Score -1534165 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1534691.625000 Penalty: 4745.458008
	Iteration 8F: 3 clusters Score -1534692 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1535217.125000 Penalty: 4745.458008
	Iteration 9Q: 3 clusters Score -1535217 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1535710.375000 Penalty: 4745.458008
	Iteration 10Q: 3 clusters Score -1535710 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1536143.625000 Penalty: 4745.458008
	Iteration 11Q: 3 clusters Score -1536144 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1536509.625000 Penalty: 4745.458008
	Iteration 12Q: 3 clusters Score -1536510 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1536797.500000 Penalty: 4745.458008
	Iteration 13Q: 3 clusters Score -1536798 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1536983.125000 Penalty: 4745.458008
	Iteration 14Q: 3 clusters Score -1536983 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1537114.625000 Penalty: 4745.458008
	Iteration 15Q: 3 clusters Score -1537115 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1537208.375000 Penalty: 4745.458008
	Iteration 16Q: 3 clusters Score -1537208 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1537257.625000 Penalty: 4745.458008
	Iteration 17Q: 3 clusters Score -1537258 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1537294.875000 Penalty: 4745.458008
	Iteration 18Q: 3 clusters Score -1537295 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1537324.125000 Penalty: 4745.458008
	Iteration 19Q: 3 clusters Score -1537324 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1537341.500000 Penalty: 4745.458008
	Iteration 20F: 3 clusters Score -1537342 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1537360.500000 Penalty: 4745.458008
	Iteration 21Q: 3 clusters Score -1537360 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1537368.875000 Penalty: 4745.458008
	Iteration 22Q: 3 clusters Score -1537369 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1537378.375000 Penalty: 4745.458008
	Iteration 23Q: 3 clusters Score -1537378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1537386.000000 Penalty: 4745.458008
	Iteration 24Q: 3 clusters Score -1537386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1537387.625000 Penalty: 4745.458008
	Iteration 25Q: 3 clusters Score -1537388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1537394.750000 Penalty: 4745.458008
	Iteration 26Q: 3 clusters Score -1537395 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1537396.875000 Penalty: 4745.458008
	Iteration 27Q: 3 clusters Score -1537397 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1537396.875000 Penalty: 4745.458008
	Iteration 28Q: 3 clusters Score -1537397 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1537404.250000 Penalty: 4745.458008
	Iteration 29Q: 3 clusters Score -1537404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1537408.000000 Penalty: 4745.458008
	Iteration 30Q: 3 clusters Score -1537408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1537410.000000 Penalty: 4745.458008
	Iteration 31Q: 3 clusters Score -1537410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1537414.750000 Penalty: 4745.458008
	Iteration 32Q: 3 clusters Score -1537415 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1537421.500000 Penalty: 4745.458008
	Iteration 33Q: 3 clusters Score -1537422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1537419.875000 Penalty: 4745.458008
	Iteration 34Q: 3 clusters Score -1537420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1537419.125000 Penalty: 4745.458008
	Iteration 35Q: 3 clusters Score -1537419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1537428.500000 Penalty: 4745.458008
	Iteration 36Q: 3 clusters Score -1537428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1537428.125000 Penalty: 4745.458008
	Iteration 37Q: 3 clusters Score -1537428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1537432.875000 Penalty: 4745.458008
	Iteration 38Q: 3 clusters Score -1537433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1537432.000000 Penalty: 4745.458008
	Iteration 39Q: 3 clusters Score -1537432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1537431.000000 Penalty: 4745.458008
	Iteration 40F: 3 clusters Score -1537431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1537437.375000 Penalty: 4745.458008
	Iteration 41Q: 3 clusters Score -1537437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1537434.125000 Penalty: 4745.458008
	Iteration 42Q: 3 clusters Score -1537434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1537434.500000 Penalty: 4745.458008
	Iteration 43Q: 3 clusters Score -1537434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1537439.250000 Penalty: 4745.458008
	Iteration 44Q: 3 clusters Score -1537439 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1537439.000000 Penalty: 4745.458008
	Iteration 45Q: 3 clusters Score -1537439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1537443.000000 Penalty: 4745.458008
	Iteration 46Q: 3 clusters Score -1537443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1537450.750000 Penalty: 4745.458008
	Iteration 47Q: 3 clusters Score -1537451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1537451.625000 Penalty: 4745.458008
	Iteration 48Q: 3 clusters Score -1537452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1537460.625000 Penalty: 4745.458008
	Iteration 49Q: 3 clusters Score -1537461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1537458.750000 Penalty: 4745.458008
	Iteration 50Q: 3 clusters Score -1537459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1537457.000000 Penalty: 4745.458008
	Iteration 51Q: 3 clusters Score -1537457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1537459.000000 Penalty: 4745.458008
	Iteration 52Q: 3 clusters Score -1537459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1537460.000000 Penalty: 4745.458008
	Iteration 53Q: 3 clusters Score -1537460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1537459.375000 Penalty: 4745.458008
	Iteration 54Q: 3 clusters Score -1537459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1537460.000000 Penalty: 4745.458008
	Iteration 55Q: 3 clusters Score -1537460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1537459.000000 Penalty: 4745.458008
	Iteration 56Q: 3 clusters Score -1537459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1537460.875000 Penalty: 4745.458008
	Iteration 57Q: 3 clusters Score -1537461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1537461.000000 Penalty: 4745.458008
	Iteration 58Q: 3 clusters Score -1537461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1537463.625000 Penalty: 4745.458008
	Iteration 59Q: 3 clusters Score -1537464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1537464.375000 Penalty: 4745.458008
	Iteration 60F: 3 clusters Score -1537464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1537465.125000 Penalty: 4745.458008
	Iteration 61Q: 3 clusters Score -1537465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1537465.000000 Penalty: 4745.458008
	Iteration 62Q: 3 clusters Score -1537465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1537464.375000 Penalty: 4745.458008
	Iteration 63Q: 3 clusters Score -1537464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1537465.125000 Penalty: 4745.458008
	Iteration 64Q: 3 clusters Score -1537465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1537465.500000 Penalty: 4745.458008
	Iteration 65Q: 3 clusters Score -1537466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1537465.500000 Penalty: 4745.458008
	Iteration 66F: 3 clusters Score -1537466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Entering Unmasked Estep 
Score: -2225525.250000 Penalty: 2465.087158
	Iteration 0F: 2 clusters Score -2225525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2210933.250000 Penalty: 4930.174316
	Iteration 0F: 3 clusters Score -2210933 nChanged 9188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2216085.000000 Penalty: 4930.174316
	Iteration 1F: 3 clusters Score -2216085 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2216653.500000 Penalty: 4930.174316
	Iteration 2F: 3 clusters Score -2216654 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2217235.500000 Penalty: 4930.174316
	Iteration 3F: 3 clusters Score -2217236 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2217850.000000 Penalty: 4930.174316
	Iteration 4F: 3 clusters Score -2217850 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2218384.250000 Penalty: 4930.174316
	Iteration 5F: 3 clusters Score -2218384 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2218886.750000 Penalty: 4930.174316
	Iteration 6Q: 3 clusters Score -2218887 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2219415.500000 Penalty: 4930.174316
	Iteration 7Q: 3 clusters Score -2219416 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -2219908.000000 Penalty: 4930.174316
	Iteration 8Q: 3 clusters Score -2219908 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2220414.000000 Penalty: 4930.174316
	Iteration 9Q: 3 clusters Score -2220414 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2220932.500000 Penalty: 4930.174316
	Iteration 10Q: 3 clusters Score -2220932 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2221432.250000 Penalty: 4930.174316
	Iteration 11Q: 3 clusters Score -2221432 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2221814.750000 Penalty: 4930.174316
	Iteration 12Q: 3 clusters Score -2221815 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2222090.000000 Penalty: 4930.174316
	Iteration 13Q: 3 clusters Score -2222090 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2222273.000000 Penalty: 4930.174316
	Iteration 14Q: 3 clusters Score -2222273 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2222395.500000 Penalty: 4930.174316
	Iteration 15Q: 3 clusters Score -2222396 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2222501.500000 Penalty: 4930.174316
	Iteration 16Q: 3 clusters Score -2222502 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2222575.000000 Penalty: 4930.174316
	Iteration 17Q: 3 clusters Score -2222575 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2222636.500000 Penalty: 4930.174316
	Iteration 18Q: 3 clusters Score -2222636 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2222690.250000 Penalty: 4930.174316
	Iteration 19Q: 3 clusters Score -2222690 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2222745.500000 Penalty: 4930.174316
	Iteration 20F: 3 clusters Score -2222746 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2222785.250000 Penalty: 4930.174316
	Iteration 21Q: 3 clusters Score -2222785 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2222830.250000 Penalty: 4930.174316
	Iteration 22Q: 3 clusters Score -2222830 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2222851.000000 Penalty: 4930.174316
	Iteration 23Q: 3 clusters Score -2222851 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2222882.500000 Penalty: 4930.174316
	Iteration 24Q: 3 clusters Score -2222882 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2222893.250000 Penalty: 4930.174316
	Iteration 25Q: 3 clusters Score -2222893 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2222911.500000 Penalty: 4930.174316
	Iteration 26Q: 3 clusters Score -2222912 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2222929.250000 Penalty: 4930.174316
	Iteration 27Q: 3 clusters Score -2222929 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2222928.250000 Penalty: 4930.174316
	Iteration 28Q: 3 clusters Score -2222928 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2222942.000000 Penalty: 4930.174316
	Iteration 29Q: 3 clusters Score -2222942 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2222943.250000 Penalty: 4930.174316
	Iteration 30Q: 3 clusters Score -2222943 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2222946.250000 Penalty: 4930.174316
	Iteration 31Q: 3 clusters Score -2222946 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2222948.250000 Penalty: 4930.174316
	Iteration 32Q: 3 clusters Score -2222948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2222953.250000 Penalty: 4930.174316
	Iteration 33Q: 3 clusters Score -2222953 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2222959.750000 Penalty: 4930.174316
	Iteration 34Q: 3 clusters Score -2222960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2222968.250000 Penalty: 4930.174316
	Iteration 35Q: 3 clusters Score -2222968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2222971.000000 Penalty: 4930.174316
	Iteration 36Q: 3 clusters Score -2222971 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2222968.500000 Penalty: 4930.174316
	Iteration 37Q: 3 clusters Score -2222968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2222973.000000 Penalty: 4930.174316
	Iteration 38Q: 3 clusters Score -2222973 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2222976.500000 Penalty: 4930.174316
	Iteration 39Q: 3 clusters Score -2222976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2222973.250000 Penalty: 4930.174316
	Iteration 40F: 3 clusters Score -2222973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2222976.250000 Penalty: 4930.174316
	Iteration 41Q: 3 clusters Score -2222976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -2222972.750000 Penalty: 4930.174316
	Iteration 42Q: 3 clusters Score -2222973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2222977.750000 Penalty: 4930.174316
	Iteration 43Q: 3 clusters Score -2222978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2222983.750000 Penalty: 4930.174316
	Iteration 44Q: 3 clusters Score -2222984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2222981.250000 Penalty: 4930.174316
	Iteration 45Q: 3 clusters Score -2222981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2222984.000000 Penalty: 4930.174316
	Iteration 46Q: 3 clusters Score -2222984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2222982.250000 Penalty: 4930.174316
	Iteration 47Q: 3 clusters Score -2222982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2222985.250000 Penalty: 4930.174316
	Iteration 48Q: 3 clusters Score -2222985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2222984.750000 Penalty: 4930.174316
	Iteration 49Q: 3 clusters Score -2222985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2222985.750000 Penalty: 4930.174316
	Iteration 50Q: 3 clusters Score -2222986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2222986.500000 Penalty: 4930.174316
	Iteration 51Q: 3 clusters Score -2222986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2222987.250000 Penalty: 4930.174316
	Iteration 52Q: 3 clusters Score -2222987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2222986.000000 Penalty: 4930.174316
	Iteration 53Q: 3 clusters Score -2222986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2222986.750000 Penalty: 4930.174316
	Iteration 54Q: 3 clusters Score -2222987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2222987.500000 Penalty: 4930.174316
	Iteration 55Q: 3 clusters Score -2222988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2222987.500000 Penalty: 4930.174316
	Iteration 56Q: 3 clusters Score -2222988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2222984.750000 Penalty: 4930.174316
	Iteration 57Q: 3 clusters Score -2222985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2222983.000000 Penalty: 4930.174316
	Iteration 58Q: 3 clusters Score -2222983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2222981.500000 Penalty: 4930.174316
	Iteration 59Q: 3 clusters Score -2222982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2222982.250000 Penalty: 4930.174316
	Iteration 60F: 3 clusters Score -2222982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Entering Unmasked Estep 
Score: -1855205.875000 Penalty: 2442.074707
	Iteration 0F: 2 clusters Score -1855206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1841905.750000 Penalty: 4884.149414
	Iteration 0F: 3 clusters Score -1841906 nChanged 8314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1846611.875000 Penalty: 4884.149414
	Iteration 1F: 3 clusters Score -1846612 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1847245.250000 Penalty: 4884.149414
	Iteration 2F: 3 clusters Score -1847245 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1847808.125000 Penalty: 4884.149414
	Iteration 3F: 3 clusters Score -1847808 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1848317.750000 Penalty: 4884.149414
	Iteration 4F: 3 clusters Score -1848318 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1848829.000000 Penalty: 4884.149414
	Iteration 5F: 3 clusters Score -1848829 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1849383.125000 Penalty: 4884.149414
	Iteration 6F: 3 clusters Score -1849383 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1849853.125000 Penalty: 4884.149414
	Iteration 7Q: 3 clusters Score -1849853 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1850245.625000 Penalty: 4884.149414
	Iteration 8Q: 3 clusters Score -1850246 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1850640.000000 Penalty: 4884.149414
	Iteration 9Q: 3 clusters Score -1850640 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1850920.625000 Penalty: 4884.149414
	Iteration 10Q: 3 clusters Score -1850921 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1851114.000000 Penalty: 4884.149414
	Iteration 11Q: 3 clusters Score -1851114 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1851276.000000 Penalty: 4884.149414
	Iteration 12Q: 3 clusters Score -1851276 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1851391.750000 Penalty: 4884.149414
	Iteration 13Q: 3 clusters Score -1851392 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1851479.375000 Penalty: 4884.149414
	Iteration 14Q: 3 clusters Score -1851479 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1851535.750000 Penalty: 4884.149414
	Iteration 15Q: 3 clusters Score -1851536 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1851578.500000 Penalty: 4884.149414
	Iteration 16Q: 3 clusters Score -1851578 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1851597.375000 Penalty: 4884.149414
	Iteration 17Q: 3 clusters Score -1851597 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1851634.875000 Penalty: 4884.149414
	Iteration 18Q: 3 clusters Score -1851635 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1851658.875000 Penalty: 4884.149414
	Iteration 19Q: 3 clusters Score -1851659 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1851685.250000 Penalty: 4884.149414
	Iteration 20F: 3 clusters Score -1851685 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1851707.250000 Penalty: 4884.149414
	Iteration 21Q: 3 clusters Score -1851707 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1851720.500000 Penalty: 4884.149414
	Iteration 22Q: 3 clusters Score -1851720 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1851745.500000 Penalty: 4884.149414
	Iteration 23Q: 3 clusters Score -1851746 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1851769.500000 Penalty: 4884.149414
	Iteration 24Q: 3 clusters Score -1851770 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1851781.750000 Penalty: 4884.149414
	Iteration 25Q: 3 clusters Score -1851782 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1851809.750000 Penalty: 4884.149414
	Iteration 26Q: 3 clusters Score -1851810 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1851824.125000 Penalty: 4884.149414
	Iteration 27Q: 3 clusters Score -1851824 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1851842.875000 Penalty: 4884.149414
	Iteration 28Q: 3 clusters Score -1851843 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1851852.750000 Penalty: 4884.149414
	Iteration 29Q: 3 clusters Score -1851853 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1851874.875000 Penalty: 4884.149414
	Iteration 30Q: 3 clusters Score -1851875 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1851888.500000 Penalty: 4884.149414
	Iteration 31Q: 3 clusters Score -1851888 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1851902.500000 Penalty: 4884.149414
	Iteration 32Q: 3 clusters Score -1851902 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1851915.250000 Penalty: 4884.149414
	Iteration 33Q: 3 clusters Score -1851915 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1851934.375000 Penalty: 4884.149414
	Iteration 34Q: 3 clusters Score -1851934 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1851963.625000 Penalty: 4884.149414
	Iteration 35Q: 3 clusters Score -1851964 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1851995.250000 Penalty: 4884.149414
	Iteration 36Q: 3 clusters Score -1851995 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1852023.375000 Penalty: 4884.149414
	Iteration 37Q: 3 clusters Score -1852023 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1852055.125000 Penalty: 4884.149414
	Iteration 38Q: 3 clusters Score -1852055 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1852090.500000 Penalty: 4884.149414
	Iteration 39Q: 3 clusters Score -1852090 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1852133.250000 Penalty: 4884.149414
	Iteration 40F: 3 clusters Score -1852133 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1852162.875000 Penalty: 4884.149414
	Iteration 41Q: 3 clusters Score -1852163 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1852196.375000 Penalty: 4884.149414
	Iteration 42Q: 3 clusters Score -1852196 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1852232.625000 Penalty: 4884.149414
	Iteration 43Q: 3 clusters Score -1852233 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1852268.375000 Penalty: 4884.149414
	Iteration 44Q: 3 clusters Score -1852268 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1852305.625000 Penalty: 4884.149414
	Iteration 45Q: 3 clusters Score -1852306 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1852353.375000 Penalty: 4884.149414
	Iteration 46Q: 3 clusters Score -1852353 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1852388.875000 Penalty: 4884.149414
	Iteration 47Q: 3 clusters Score -1852389 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1852440.375000 Penalty: 4884.149414
	Iteration 48Q: 3 clusters Score -1852440 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1852485.500000 Penalty: 4884.149414
	Iteration 49Q: 3 clusters Score -1852486 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1852527.000000 Penalty: 4884.149414
	Iteration 50Q: 3 clusters Score -1852527 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1852566.250000 Penalty: 4884.149414
	Iteration 51Q: 3 clusters Score -1852566 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1852610.750000 Penalty: 4884.149414
	Iteration 52Q: 3 clusters Score -1852611 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1852656.500000 Penalty: 4884.149414
	Iteration 53Q: 3 clusters Score -1852656 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1852701.000000 Penalty: 4884.149414
	Iteration 54Q: 3 clusters Score -1852701 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1852736.000000 Penalty: 4884.149414
	Iteration 55Q: 3 clusters Score -1852736 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1852774.250000 Penalty: 4884.149414
	Iteration 56Q: 3 clusters Score -1852774 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1852815.625000 Penalty: 4884.149414
	Iteration 57Q: 3 clusters Score -1852816 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1852843.375000 Penalty: 4884.149414
	Iteration 58Q: 3 clusters Score -1852843 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -1852868.125000 Penalty: 4884.149414
	Iteration 59Q: 3 clusters Score -1852868 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -1852904.500000 Penalty: 4884.149414
	Iteration 60F: 3 clusters Score -1852904 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1852942.375000 Penalty: 4884.149414
	Iteration 61Q: 3 clusters Score -1852942 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -1852979.750000 Penalty: 4884.149414
	Iteration 62Q: 3 clusters Score -1852980 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1853041.125000 Penalty: 4884.149414
	Iteration 63Q: 3 clusters Score -1853041 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -1853104.500000 Penalty: 4884.149414
	Iteration 64Q: 3 clusters Score -1853104 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1853159.375000 Penalty: 4884.149414
	Iteration 65Q: 3 clusters Score -1853159 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -1853221.500000 Penalty: 4884.149414
	Iteration 66Q: 3 clusters Score -1853222 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -1853280.000000 Penalty: 4884.149414
	Iteration 67Q: 3 clusters Score -1853280 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -1853341.500000 Penalty: 4884.149414
	Iteration 68Q: 3 clusters Score -1853342 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -1853396.125000 Penalty: 4884.149414
	Iteration 69Q: 3 clusters Score -1853396 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -1853440.250000 Penalty: 4884.149414
	Iteration 70Q: 3 clusters Score -1853440 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -1853459.000000 Penalty: 4884.149414
	Iteration 71Q: 3 clusters Score -1853459 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -1853486.125000 Penalty: 4884.149414
	Iteration 72Q: 3 clusters Score -1853486 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -1853512.750000 Penalty: 4884.149414
	Iteration 73Q: 3 clusters Score -1853513 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -1853522.375000 Penalty: 4884.149414
	Iteration 74Q: 3 clusters Score -1853522 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -1853536.875000 Penalty: 4884.149414
	Iteration 75Q: 3 clusters Score -1853537 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -1853544.125000 Penalty: 4884.149414
	Iteration 76Q: 3 clusters Score -1853544 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -1853548.750000 Penalty: 4884.149414
	Iteration 77Q: 3 clusters Score -1853549 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -1853553.000000 Penalty: 4884.149414
	Iteration 78Q: 3 clusters Score -1853553 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -1853558.625000 Penalty: 4884.149414
	Iteration 79Q: 3 clusters Score -1853559 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -1853561.375000 Penalty: 4884.149414
	Iteration 80F: 3 clusters Score -1853561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -1853566.125000 Penalty: 4884.149414
	Iteration 81Q: 3 clusters Score -1853566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -1853569.250000 Penalty: 4884.149414
	Iteration 82Q: 3 clusters Score -1853569 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -1853581.750000 Penalty: 4884.149414
	Iteration 83Q: 3 clusters Score -1853582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -1853587.875000 Penalty: 4884.149414
	Iteration 84Q: 3 clusters Score -1853588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -1853588.875000 Penalty: 4884.149414
	Iteration 85Q: 3 clusters Score -1853589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -1853586.875000 Penalty: 4884.149414
	Iteration 86Q: 3 clusters Score -1853587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -1853590.125000 Penalty: 4884.149414
	Iteration 87Q: 3 clusters Score -1853590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -1853593.875000 Penalty: 4884.149414
	Iteration 88Q: 3 clusters Score -1853594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -1853596.000000 Penalty: 4884.149414
	Iteration 89Q: 3 clusters Score -1853596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -1853599.625000 Penalty: 4884.149414
	Iteration 90Q: 3 clusters Score -1853600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -1853603.750000 Penalty: 4884.149414
	Iteration 91Q: 3 clusters Score -1853604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -1853604.375000 Penalty: 4884.149414
	Iteration 92Q: 3 clusters Score -1853604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -1853612.750000 Penalty: 4884.149414
	Iteration 93Q: 3 clusters Score -1853613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -1853615.000000 Penalty: 4884.149414
	Iteration 94Q: 3 clusters Score -1853615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -1853622.125000 Penalty: 4884.149414
	Iteration 95Q: 3 clusters Score -1853622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -1853625.250000 Penalty: 4884.149414
	Iteration 96Q: 3 clusters Score -1853625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -1853626.500000 Penalty: 4884.149414
	Iteration 97Q: 3 clusters Score -1853626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -1853628.625000 Penalty: 4884.149414
	Iteration 98Q: 3 clusters Score -1853629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -1853627.875000 Penalty: 4884.149414
	Iteration 99Q: 3 clusters Score -1853628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -1853628.375000 Penalty: 4884.149414
	Iteration 100F: 3 clusters Score -1853628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1853631.750000 Penalty: 4884.149414
	Iteration 101Q: 3 clusters Score -1853632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -1853628.875000 Penalty: 4884.149414
	Iteration 102Q: 3 clusters Score -1853629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -1853628.875000 Penalty: 4884.149414
	Iteration 103F: 3 clusters Score -1853629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Entering Unmasked Estep 
Score: -549677.750000 Penalty: 2112.363281
	Iteration 0F: 2 clusters Score -549677.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -545184.812500 Penalty: 4224.726562
	Iteration 0F: 3 clusters Score -545184.8 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -546234.125000 Penalty: 4224.726562
	Iteration 1F: 3 clusters Score -546234.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -546452.562500 Penalty: 4224.726562
	Iteration 2F: 3 clusters Score -546452.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -546609.562500 Penalty: 4224.726562
	Iteration 3F: 3 clusters Score -546609.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -546733.687500 Penalty: 4224.726562
	Iteration 4Q: 3 clusters Score -546733.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -546851.562500 Penalty: 4224.726562
	Iteration 5Q: 3 clusters Score -546851.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -546967.687500 Penalty: 4224.726562
	Iteration 6Q: 3 clusters Score -546967.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -547053.687500 Penalty: 4224.726562
	Iteration 7Q: 3 clusters Score -547053.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -547136.625000 Penalty: 4224.726562
	Iteration 8Q: 3 clusters Score -547136.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -547223.187500 Penalty: 4224.726562
	Iteration 9Q: 3 clusters Score -547223.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -547289.687500 Penalty: 4224.726562
	Iteration 10Q: 3 clusters Score -547289.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -547367.125000 Penalty: 4224.726562
	Iteration 11Q: 3 clusters Score -547367.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -547429.312500 Penalty: 4224.726562
	Iteration 12Q: 3 clusters Score -547429.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -547491.437500 Penalty: 4224.726562
	Iteration 13Q: 3 clusters Score -547491.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -547548.687500 Penalty: 4224.726562
	Iteration 14Q: 3 clusters Score -547548.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -547596.187500 Penalty: 4224.726562
	Iteration 15Q: 3 clusters Score -547596.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -547641.812500 Penalty: 4224.726562
	Iteration 16Q: 3 clusters Score -547641.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -547676.625000 Penalty: 4224.726562
	Iteration 17Q: 3 clusters Score -547676.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -547703.687500 Penalty: 4224.726562
	Iteration 18Q: 3 clusters Score -547703.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -547729.625000 Penalty: 4224.726562
	Iteration 19Q: 3 clusters Score -547729.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -547756.187500 Penalty: 4224.726562
	Iteration 20F: 3 clusters Score -547756.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -547786.875000 Penalty: 4224.726562
	Iteration 21Q: 3 clusters Score -547786.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -547818.187500 Penalty: 4224.726562
	Iteration 22Q: 3 clusters Score -547818.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -547846.187500 Penalty: 4224.726562
	Iteration 23Q: 3 clusters Score -547846.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -547871.250000 Penalty: 4224.726562
	Iteration 24Q: 3 clusters Score -547871.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -547890.750000 Penalty: 4224.726562
	Iteration 25Q: 3 clusters Score -547890.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -547901.000000 Penalty: 4224.726562
	Iteration 26Q: 3 clusters Score -547901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -547908.687500 Penalty: 4224.726562
	Iteration 27Q: 3 clusters Score -547908.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -547913.062500 Penalty: 4224.726562
	Iteration 28Q: 3 clusters Score -547913.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -547917.500000 Penalty: 4224.726562
	Iteration 29Q: 3 clusters Score -547917.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -547920.875000 Penalty: 4224.726562
	Iteration 30Q: 3 clusters Score -547920.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -547921.687500 Penalty: 4224.726562
	Iteration 31Q: 3 clusters Score -547921.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -547923.437500 Penalty: 4224.726562
	Iteration 32Q: 3 clusters Score -547923.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -547924.125000 Penalty: 4224.726562
	Iteration 33Q: 3 clusters Score -547924.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -547924.062500 Penalty: 4224.726562
	Iteration 34Q: 3 clusters Score -547924.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -547925.062500 Penalty: 4224.726562
	Iteration 35Q: 3 clusters Score -547925.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -547927.250000 Penalty: 4224.726562
	Iteration 36Q: 3 clusters Score -547927.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -547927.187500 Penalty: 4224.726562
	Iteration 37Q: 3 clusters Score -547927.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -547928.000000 Penalty: 4224.726562
	Iteration 38Q: 3 clusters Score -547928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -547929.312500 Penalty: 4224.726562
	Iteration 39Q: 3 clusters Score -547929.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -547930.375000 Penalty: 4224.726562
	Iteration 40F: 3 clusters Score -547930.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Entering Unmasked Estep 
Score: -972282.125000 Penalty: 2260.993164
	Iteration 0F: 2 clusters Score -972282.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -965156.250000 Penalty: 4521.986328
	Iteration 0F: 3 clusters Score -965156.2 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -967113.562500 Penalty: 4521.986328
	Iteration 1F: 3 clusters Score -967113.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -967419.500000 Penalty: 4521.986328
	Iteration 2F: 3 clusters Score -967419.5 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -967728.000000 Penalty: 4521.986328
	Iteration 3F: 3 clusters Score -967728 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -968083.812500 Penalty: 4521.986328
	Iteration 4F: 3 clusters Score -968083.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -968394.000000 Penalty: 4521.986328
	Iteration 5F: 3 clusters Score -968394 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -968694.500000 Penalty: 4521.986328
	Iteration 6F: 3 clusters Score -968694.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -969000.000000 Penalty: 4521.986328
	Iteration 7F: 3 clusters Score -969000 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -969288.687500 Penalty: 4521.986328
	Iteration 8F: 3 clusters Score -969288.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -969573.000000 Penalty: 4521.986328
	Iteration 9Q: 3 clusters Score -969573 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -969835.250000 Penalty: 4521.986328
	Iteration 10Q: 3 clusters Score -969835.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -970066.750000 Penalty: 4521.986328
	Iteration 11Q: 3 clusters Score -970066.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -970247.000000 Penalty: 4521.986328
	Iteration 12Q: 3 clusters Score -970247 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -970399.437500 Penalty: 4521.986328
	Iteration 13Q: 3 clusters Score -970399.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -970522.562500 Penalty: 4521.986328
	Iteration 14Q: 3 clusters Score -970522.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -970625.062500 Penalty: 4521.986328
	Iteration 15Q: 3 clusters Score -970625.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -970698.750000 Penalty: 4521.986328
	Iteration 16Q: 3 clusters Score -970698.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -970753.312500 Penalty: 4521.986328
	Iteration 17Q: 3 clusters Score -970753.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -970797.125000 Penalty: 4521.986328
	Iteration 18Q: 3 clusters Score -970797.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -970834.437500 Penalty: 4521.986328
	Iteration 19Q: 3 clusters Score -970834.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -970858.187500 Penalty: 4521.986328
	Iteration 20F: 3 clusters Score -970858.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -970880.187500 Penalty: 4521.986328
	Iteration 21Q: 3 clusters Score -970880.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -970895.625000 Penalty: 4521.986328
	Iteration 22Q: 3 clusters Score -970895.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -970904.000000 Penalty: 4521.986328
	Iteration 23Q: 3 clusters Score -970904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -970913.250000 Penalty: 4521.986328
	Iteration 24Q: 3 clusters Score -970913.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -970922.687500 Penalty: 4521.986328
	Iteration 25Q: 3 clusters Score -970922.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -970926.062500 Penalty: 4521.986328
	Iteration 26Q: 3 clusters Score -970926.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -970929.312500 Penalty: 4521.986328
	Iteration 27Q: 3 clusters Score -970929.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -970931.437500 Penalty: 4521.986328
	Iteration 28Q: 3 clusters Score -970931.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -970936.687500 Penalty: 4521.986328
	Iteration 29Q: 3 clusters Score -970936.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -970937.625000 Penalty: 4521.986328
	Iteration 30Q: 3 clusters Score -970937.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -970937.312500 Penalty: 4521.986328
	Iteration 31Q: 3 clusters Score -970937.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -970941.625000 Penalty: 4521.986328
	Iteration 32Q: 3 clusters Score -970941.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -970944.062500 Penalty: 4521.986328
	Iteration 33Q: 3 clusters Score -970944.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -970945.562500 Penalty: 4521.986328
	Iteration 34Q: 3 clusters Score -970945.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -970946.437500 Penalty: 4521.986328
	Iteration 35Q: 3 clusters Score -970946.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -970946.437500 Penalty: 4521.986328
	Iteration 36F: 3 clusters Score -970946.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Entering Unmasked Estep 
Score: -249926.375000 Penalty: 1914.344238
	Iteration 0F: 2 clusters Score -249926.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -247143.234375 Penalty: 3828.688477
	Iteration 0F: 3 clusters Score -247143.2 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -247646.843750 Penalty: 3828.688477
	Iteration 1F: 3 clusters Score -247646.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -247769.218750 Penalty: 3828.688477
	Iteration 2F: 3 clusters Score -247769.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -247855.718750 Penalty: 3828.688477
	Iteration 3Q: 3 clusters Score -247855.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -247911.078125 Penalty: 3828.688477
	Iteration 4Q: 3 clusters Score -247911.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -247946.593750 Penalty: 3828.688477
	Iteration 5Q: 3 clusters Score -247946.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -247972.656250 Penalty: 3828.688477
	Iteration 6Q: 3 clusters Score -247972.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -248002.281250 Penalty: 3828.688477
	Iteration 7Q: 3 clusters Score -248002.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -248024.968750 Penalty: 3828.688477
	Iteration 8Q: 3 clusters Score -248025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -248041.859375 Penalty: 3828.688477
	Iteration 9Q: 3 clusters Score -248041.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -248054.968750 Penalty: 3828.688477
	Iteration 10Q: 3 clusters Score -248055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -248066.109375 Penalty: 3828.688477
	Iteration 11Q: 3 clusters Score -248066.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -248084.015625 Penalty: 3828.688477
	Iteration 12Q: 3 clusters Score -248084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -248098.203125 Penalty: 3828.688477
	Iteration 13Q: 3 clusters Score -248098.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -248104.828125 Penalty: 3828.688477
	Iteration 14Q: 3 clusters Score -248104.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -248108.250000 Penalty: 3828.688477
	Iteration 15Q: 3 clusters Score -248108.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -248109.062500 Penalty: 3828.688477
	Iteration 16Q: 3 clusters Score -248109.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -248109.875000 Penalty: 3828.688477
	Iteration 17Q: 3 clusters Score -248109.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -248111.421875 Penalty: 3828.688477
	Iteration 18Q: 3 clusters Score -248111.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -248115.281250 Penalty: 3828.688477
	Iteration 19Q: 3 clusters Score -248115.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -248117.531250 Penalty: 3828.688477
	Iteration 20F: 3 clusters Score -248117.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -248118.875000 Penalty: 3828.688477
	Iteration 21Q: 3 clusters Score -248118.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -248119.546875 Penalty: 3828.688477
	Iteration 22Q: 3 clusters Score -248119.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -248119.687500 Penalty: 3828.688477
	Iteration 23Q: 3 clusters Score -248119.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -248119.687500 Penalty: 3828.688477
	Iteration 24F: 3 clusters Score -248119.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Entering Unmasked Estep 
Score: -1696433.750000 Penalty: 2394.367188
	Iteration 0F: 2 clusters Score -1696434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1685238.375000 Penalty: 4788.734375
	Iteration 0F: 3 clusters Score -1685238 nChanged 6704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1688929.500000 Penalty: 4788.734375
	Iteration 1F: 3 clusters Score -1688930 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1689385.500000 Penalty: 4788.734375
	Iteration 2F: 3 clusters Score -1689386 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1689799.750000 Penalty: 4788.734375
	Iteration 3F: 3 clusters Score -1689800 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1690244.000000 Penalty: 4788.734375
	Iteration 4F: 3 clusters Score -1690244 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1690688.500000 Penalty: 4788.734375
	Iteration 5F: 3 clusters Score -1690688 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1691189.875000 Penalty: 4788.734375
	Iteration 6F: 3 clusters Score -1691190 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1691686.250000 Penalty: 4788.734375
	Iteration 7F: 3 clusters Score -1691686 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1692118.750000 Penalty: 4788.734375
	Iteration 8Q: 3 clusters Score -1692119 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1692506.000000 Penalty: 4788.734375
	Iteration 9Q: 3 clusters Score -1692506 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1692818.750000 Penalty: 4788.734375
	Iteration 10Q: 3 clusters Score -1692819 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1693082.375000 Penalty: 4788.734375
	Iteration 11Q: 3 clusters Score -1693082 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1693316.625000 Penalty: 4788.734375
	Iteration 12Q: 3 clusters Score -1693317 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1693501.000000 Penalty: 4788.734375
	Iteration 13Q: 3 clusters Score -1693501 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1693660.500000 Penalty: 4788.734375
	Iteration 14Q: 3 clusters Score -1693660 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1693812.000000 Penalty: 4788.734375
	Iteration 15Q: 3 clusters Score -1693812 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1693951.625000 Penalty: 4788.734375
	Iteration 16Q: 3 clusters Score -1693952 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1694075.250000 Penalty: 4788.734375
	Iteration 17Q: 3 clusters Score -1694075 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1694168.000000 Penalty: 4788.734375
	Iteration 18Q: 3 clusters Score -1694168 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1694225.750000 Penalty: 4788.734375
	Iteration 19Q: 3 clusters Score -1694226 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1694281.875000 Penalty: 4788.734375
	Iteration 20F: 3 clusters Score -1694282 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1694325.125000 Penalty: 4788.734375
	Iteration 21Q: 3 clusters Score -1694325 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1694350.250000 Penalty: 4788.734375
	Iteration 22Q: 3 clusters Score -1694350 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1694374.125000 Penalty: 4788.734375
	Iteration 23Q: 3 clusters Score -1694374 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1694398.250000 Penalty: 4788.734375
	Iteration 24Q: 3 clusters Score -1694398 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1694412.875000 Penalty: 4788.734375
	Iteration 25Q: 3 clusters Score -1694413 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1694427.375000 Penalty: 4788.734375
	Iteration 26Q: 3 clusters Score -1694427 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1694442.625000 Penalty: 4788.734375
	Iteration 27Q: 3 clusters Score -1694443 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1694463.125000 Penalty: 4788.734375
	Iteration 28Q: 3 clusters Score -1694463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1694469.625000 Penalty: 4788.734375
	Iteration 29Q: 3 clusters Score -1694470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1694473.125000 Penalty: 4788.734375
	Iteration 30Q: 3 clusters Score -1694473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1694480.500000 Penalty: 4788.734375
	Iteration 31Q: 3 clusters Score -1694480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1694485.500000 Penalty: 4788.734375
	Iteration 32Q: 3 clusters Score -1694486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1694495.500000 Penalty: 4788.734375
	Iteration 33Q: 3 clusters Score -1694496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1694510.000000 Penalty: 4788.734375
	Iteration 34Q: 3 clusters Score -1694510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1694514.375000 Penalty: 4788.734375
	Iteration 35Q: 3 clusters Score -1694514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1694513.625000 Penalty: 4788.734375
	Iteration 36Q: 3 clusters Score -1694514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1694513.125000 Penalty: 4788.734375
	Iteration 37Q: 3 clusters Score -1694513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1694514.625000 Penalty: 4788.734375
	Iteration 38Q: 3 clusters Score -1694515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1694521.500000 Penalty: 4788.734375
	Iteration 39Q: 3 clusters Score -1694522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1694525.875000 Penalty: 4788.734375
	Iteration 40F: 3 clusters Score -1694526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1694530.875000 Penalty: 4788.734375
	Iteration 41Q: 3 clusters Score -1694531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1694533.875000 Penalty: 4788.734375
	Iteration 42Q: 3 clusters Score -1694534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1694534.000000 Penalty: 4788.734375
	Iteration 43Q: 3 clusters Score -1694534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1694533.750000 Penalty: 4788.734375
	Iteration 44Q: 3 clusters Score -1694534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1694533.500000 Penalty: 4788.734375
	Iteration 45Q: 3 clusters Score -1694534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1694533.500000 Penalty: 4788.734375
	Iteration 46F: 3 clusters Score -1694534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Entering Unmasked Estep 
Score: -3476010.500000 Penalty: 2592.428711
	Iteration 0F: 2 clusters Score -3476010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -3452521.750000 Penalty: 5184.857422
	Iteration 0F: 3 clusters Score -3452522 nChanged 15709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -3461360.500000 Penalty: 5184.857422
	Iteration 1F: 3 clusters Score -3461360 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -3462021.500000 Penalty: 5184.857422
	Iteration 2F: 3 clusters Score -3462022 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -3462656.500000 Penalty: 5184.857422
	Iteration 3Q: 3 clusters Score -3462656 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -3463368.750000 Penalty: 5184.857422
	Iteration 4Q: 3 clusters Score -3463369 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -3464160.250000 Penalty: 5184.857422
	Iteration 5Q: 3 clusters Score -3464160 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -3465149.000000 Penalty: 5184.857422
	Iteration 6F: 3 clusters Score -3465149 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -3466344.000000 Penalty: 5184.857422
	Iteration 7F: 3 clusters Score -3466344 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -3467664.500000 Penalty: 5184.857422
	Iteration 8F: 3 clusters Score -3467664 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -3469096.750000 Penalty: 5184.857422
	Iteration 9F: 3 clusters Score -3469097 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -3470519.250000 Penalty: 5184.857422
	Iteration 10F: 3 clusters Score -3470519 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -3471720.500000 Penalty: 5184.857422
	Iteration 11Q: 3 clusters Score -3471720 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3472564.500000 Penalty: 5184.857422
	Iteration 12Q: 3 clusters Score -3472564 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3473092.750000 Penalty: 5184.857422
	Iteration 13Q: 3 clusters Score -3473093 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3473424.000000 Penalty: 5184.857422
	Iteration 14Q: 3 clusters Score -3473424 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3473634.250000 Penalty: 5184.857422
	Iteration 15Q: 3 clusters Score -3473634 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3473755.750000 Penalty: 5184.857422
	Iteration 16Q: 3 clusters Score -3473756 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3473850.750000 Penalty: 5184.857422
	Iteration 17Q: 3 clusters Score -3473851 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3473938.000000 Penalty: 5184.857422
	Iteration 18Q: 3 clusters Score -3473938 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3474003.750000 Penalty: 5184.857422
	Iteration 19Q: 3 clusters Score -3474004 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3474028.500000 Penalty: 5184.857422
	Iteration 20F: 3 clusters Score -3474028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3474061.250000 Penalty: 5184.857422
	Iteration 21Q: 3 clusters Score -3474061 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3474087.750000 Penalty: 5184.857422
	Iteration 22Q: 3 clusters Score -3474088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3474094.500000 Penalty: 5184.857422
	Iteration 23Q: 3 clusters Score -3474094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3474109.500000 Penalty: 5184.857422
	Iteration 24Q: 3 clusters Score -3474110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3474128.500000 Penalty: 5184.857422
	Iteration 25Q: 3 clusters Score -3474128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3474136.750000 Penalty: 5184.857422
	Iteration 26Q: 3 clusters Score -3474137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3474151.000000 Penalty: 5184.857422
	Iteration 27Q: 3 clusters Score -3474151 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3474174.250000 Penalty: 5184.857422
	Iteration 28Q: 3 clusters Score -3474174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3474185.250000 Penalty: 5184.857422
	Iteration 29Q: 3 clusters Score -3474185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3474197.000000 Penalty: 5184.857422
	Iteration 30Q: 3 clusters Score -3474197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3474203.000000 Penalty: 5184.857422
	Iteration 31Q: 3 clusters Score -3474203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3474207.000000 Penalty: 5184.857422
	Iteration 32Q: 3 clusters Score -3474207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3474212.500000 Penalty: 5184.857422
	Iteration 33Q: 3 clusters Score -3474212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3474218.750000 Penalty: 5184.857422
	Iteration 34Q: 3 clusters Score -3474219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3474224.000000 Penalty: 5184.857422
	Iteration 35Q: 3 clusters Score -3474224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3474230.250000 Penalty: 5184.857422
	Iteration 36Q: 3 clusters Score -3474230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3474237.500000 Penalty: 5184.857422
	Iteration 37Q: 3 clusters Score -3474238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3474245.750000 Penalty: 5184.857422
	Iteration 38Q: 3 clusters Score -3474246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3474250.000000 Penalty: 5184.857422
	Iteration 39Q: 3 clusters Score -3474250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3474256.250000 Penalty: 5184.857422
	Iteration 40F: 3 clusters Score -3474256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3474261.250000 Penalty: 5184.857422
	Iteration 41Q: 3 clusters Score -3474261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3474272.250000 Penalty: 5184.857422
	Iteration 42Q: 3 clusters Score -3474272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3474278.750000 Penalty: 5184.857422
	Iteration 43Q: 3 clusters Score -3474279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3474276.250000 Penalty: 5184.857422
	Iteration 44Q: 3 clusters Score -3474276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3474282.750000 Penalty: 5184.857422
	Iteration 45Q: 3 clusters Score -3474283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3474279.500000 Penalty: 5184.857422
	Iteration 46Q: 3 clusters Score -3474280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3474281.500000 Penalty: 5184.857422
	Iteration 47Q: 3 clusters Score -3474282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3474289.000000 Penalty: 5184.857422
	Iteration 48Q: 3 clusters Score -3474289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3474287.750000 Penalty: 5184.857422
	Iteration 49Q: 3 clusters Score -3474288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3474292.750000 Penalty: 5184.857422
	Iteration 50Q: 3 clusters Score -3474293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3474291.250000 Penalty: 5184.857422
	Iteration 51Q: 3 clusters Score -3474291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3474294.750000 Penalty: 5184.857422
	Iteration 52Q: 3 clusters Score -3474295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3474294.750000 Penalty: 5184.857422
	Iteration 53F: 3 clusters Score -3474295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Entering Unmasked Estep 
Score: -607637.875000 Penalty: 2200.133301
	Iteration 0F: 2 clusters Score -607637.9 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 3618 members 
Entering Unmasked Estep 
Score: -601833.250000 Penalty: 4400.266602
	Iteration 0F: 3 clusters Score -601833.2 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -603579.812500 Penalty: 4400.266602
	Iteration 1F: 3 clusters Score -603579.8 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -604128.000000 Penalty: 4400.266602
	Iteration 2F: 3 clusters Score -604128 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -604661.625000 Penalty: 4400.266602
	Iteration 3F: 3 clusters Score -604661.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -605139.312500 Penalty: 4400.266602
	Iteration 4F: 3 clusters Score -605139.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -605549.250000 Penalty: 4400.266602
	Iteration 5F: 3 clusters Score -605549.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -605879.562500 Penalty: 4400.266602
	Iteration 6F: 3 clusters Score -605879.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -606096.187500 Penalty: 4400.266602
	Iteration 7Q: 3 clusters Score -606096.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -606228.312500 Penalty: 4400.266602
	Iteration 8Q: 3 clusters Score -606228.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -606320.812500 Penalty: 4400.266602
	Iteration 9Q: 3 clusters Score -606320.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -606404.812500 Penalty: 4400.266602
	Iteration 10Q: 3 clusters Score -606404.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -606479.375000 Penalty: 4400.266602
	Iteration 11Q: 3 clusters Score -606479.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -606529.125000 Penalty: 4400.266602
	Iteration 12Q: 3 clusters Score -606529.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -606559.437500 Penalty: 4400.266602
	Iteration 13Q: 3 clusters Score -606559.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -606580.375000 Penalty: 4400.266602
	Iteration 14Q: 3 clusters Score -606580.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -606599.062500 Penalty: 4400.266602
	Iteration 15Q: 3 clusters Score -606599.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -606611.687500 Penalty: 4400.266602
	Iteration 16Q: 3 clusters Score -606611.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -606620.687500 Penalty: 4400.266602
	Iteration 17Q: 3 clusters Score -606620.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -606628.187500 Penalty: 4400.266602
	Iteration 18Q: 3 clusters Score -606628.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -606635.187500 Penalty: 4400.266602
	Iteration 19Q: 3 clusters Score -606635.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -606641.875000 Penalty: 4400.266602
	Iteration 20F: 3 clusters Score -606641.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -606649.812500 Penalty: 4400.266602
	Iteration 21Q: 3 clusters Score -606649.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -606651.625000 Penalty: 4400.266602
	Iteration 22Q: 3 clusters Score -606651.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -606654.125000 Penalty: 4400.266602
	Iteration 23Q: 3 clusters Score -606654.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -606654.187500 Penalty: 4400.266602
	Iteration 24Q: 3 clusters Score -606654.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -606657.250000 Penalty: 4400.266602
	Iteration 25Q: 3 clusters Score -606657.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -606656.500000 Penalty: 4400.266602
	Iteration 26Q: 3 clusters Score -606656.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -606657.375000 Penalty: 4400.266602
	Iteration 27Q: 3 clusters Score -606657.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -606656.625000 Penalty: 4400.266602
	Iteration 28Q: 3 clusters Score -606656.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -606658.250000 Penalty: 4400.266602
	Iteration 29Q: 3 clusters Score -606658.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -606658.937500 Penalty: 4400.266602
	Iteration 30Q: 3 clusters Score -606658.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -606660.062500 Penalty: 4400.266602
	Iteration 31Q: 3 clusters Score -606660.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -606660.000000 Penalty: 4400.266602
	Iteration 32Q: 3 clusters Score -606660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -606660.375000 Penalty: 4400.266602
	Iteration 33Q: 3 clusters Score -606660.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -606660.375000 Penalty: 4400.266602
	Iteration 34Q: 3 clusters Score -606660.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -606660.375000 Penalty: 4400.266602
	Iteration 35F: 3 clusters Score -606660.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Entering Unmasked Estep 
Score: -1209242.750000 Penalty: 2311.804688
	Iteration 0F: 2 clusters Score -1209243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1200710.125000 Penalty: 4623.609375
	Iteration 0F: 3 clusters Score -1200710 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1203202.875000 Penalty: 4623.609375
	Iteration 1F: 3 clusters Score -1203203 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1203543.875000 Penalty: 4623.609375
	Iteration 2F: 3 clusters Score -1203544 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1203844.000000 Penalty: 4623.609375
	Iteration 3F: 3 clusters Score -1203844 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1204132.625000 Penalty: 4623.609375
	Iteration 4Q: 3 clusters Score -1204133 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1204390.000000 Penalty: 4623.609375
	Iteration 5Q: 3 clusters Score -1204390 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1204645.250000 Penalty: 4623.609375
	Iteration 6Q: 3 clusters Score -1204645 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1204894.500000 Penalty: 4623.609375
	Iteration 7Q: 3 clusters Score -1204894 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1205173.000000 Penalty: 4623.609375
	Iteration 8Q: 3 clusters Score -1205173 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1205452.500000 Penalty: 4623.609375
	Iteration 9Q: 3 clusters Score -1205452 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1205752.500000 Penalty: 4623.609375
	Iteration 10Q: 3 clusters Score -1205752 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1206040.125000 Penalty: 4623.609375
	Iteration 11Q: 3 clusters Score -1206040 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1206295.000000 Penalty: 4623.609375
	Iteration 12Q: 3 clusters Score -1206295 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1206520.750000 Penalty: 4623.609375
	Iteration 13Q: 3 clusters Score -1206521 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1206685.875000 Penalty: 4623.609375
	Iteration 14Q: 3 clusters Score -1206686 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1206806.875000 Penalty: 4623.609375
	Iteration 15Q: 3 clusters Score -1206807 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1206888.875000 Penalty: 4623.609375
	Iteration 16Q: 3 clusters Score -1206889 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1206937.250000 Penalty: 4623.609375
	Iteration 17Q: 3 clusters Score -1206937 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1206974.250000 Penalty: 4623.609375
	Iteration 18Q: 3 clusters Score -1206974 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1206997.375000 Penalty: 4623.609375
	Iteration 19Q: 3 clusters Score -1206997 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1207014.875000 Penalty: 4623.609375
	Iteration 20F: 3 clusters Score -1207015 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1207037.250000 Penalty: 4623.609375
	Iteration 21Q: 3 clusters Score -1207037 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1207052.125000 Penalty: 4623.609375
	Iteration 22Q: 3 clusters Score -1207052 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1207057.750000 Penalty: 4623.609375
	Iteration 23Q: 3 clusters Score -1207058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1207068.500000 Penalty: 4623.609375
	Iteration 24Q: 3 clusters Score -1207068 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1207071.625000 Penalty: 4623.609375
	Iteration 25Q: 3 clusters Score -1207072 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1207079.625000 Penalty: 4623.609375
	Iteration 26Q: 3 clusters Score -1207080 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1207087.625000 Penalty: 4623.609375
	Iteration 27Q: 3 clusters Score -1207088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1207089.875000 Penalty: 4623.609375
	Iteration 28Q: 3 clusters Score -1207090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1207097.000000 Penalty: 4623.609375
	Iteration 29Q: 3 clusters Score -1207097 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1207107.375000 Penalty: 4623.609375
	Iteration 30Q: 3 clusters Score -1207107 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1207114.375000 Penalty: 4623.609375
	Iteration 31Q: 3 clusters Score -1207114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1207123.750000 Penalty: 4623.609375
	Iteration 32Q: 3 clusters Score -1207124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1207130.250000 Penalty: 4623.609375
	Iteration 33Q: 3 clusters Score -1207130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1207133.375000 Penalty: 4623.609375
	Iteration 34Q: 3 clusters Score -1207133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1207138.000000 Penalty: 4623.609375
	Iteration 35Q: 3 clusters Score -1207138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1207140.625000 Penalty: 4623.609375
	Iteration 36Q: 3 clusters Score -1207141 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1207148.500000 Penalty: 4623.609375
	Iteration 37Q: 3 clusters Score -1207148 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1207157.750000 Penalty: 4623.609375
	Iteration 38Q: 3 clusters Score -1207158 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1207169.000000 Penalty: 4623.609375
	Iteration 39Q: 3 clusters Score -1207169 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1207179.875000 Penalty: 4623.609375
	Iteration 40F: 3 clusters Score -1207180 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1207192.875000 Penalty: 4623.609375
	Iteration 41Q: 3 clusters Score -1207193 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1207201.625000 Penalty: 4623.609375
	Iteration 42Q: 3 clusters Score -1207202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1207208.750000 Penalty: 4623.609375
	Iteration 43Q: 3 clusters Score -1207209 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1207217.125000 Penalty: 4623.609375
	Iteration 44Q: 3 clusters Score -1207217 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1207224.875000 Penalty: 4623.609375
	Iteration 45Q: 3 clusters Score -1207225 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1207238.750000 Penalty: 4623.609375
	Iteration 46Q: 3 clusters Score -1207239 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1207255.250000 Penalty: 4623.609375
	Iteration 47Q: 3 clusters Score -1207255 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1207267.750000 Penalty: 4623.609375
	Iteration 48Q: 3 clusters Score -1207268 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1207284.500000 Penalty: 4623.609375
	Iteration 49Q: 3 clusters Score -1207284 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1207302.625000 Penalty: 4623.609375
	Iteration 50Q: 3 clusters Score -1207303 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1207322.250000 Penalty: 4623.609375
	Iteration 51Q: 3 clusters Score -1207322 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1207343.625000 Penalty: 4623.609375
	Iteration 52Q: 3 clusters Score -1207344 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1207364.000000 Penalty: 4623.609375
	Iteration 53Q: 3 clusters Score -1207364 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1207381.250000 Penalty: 4623.609375
	Iteration 54Q: 3 clusters Score -1207381 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1207408.250000 Penalty: 4623.609375
	Iteration 55Q: 3 clusters Score -1207408 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1207436.375000 Penalty: 4623.609375
	Iteration 56Q: 3 clusters Score -1207436 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1207458.375000 Penalty: 4623.609375
	Iteration 57Q: 3 clusters Score -1207458 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1207485.750000 Penalty: 4623.609375
	Iteration 58Q: 3 clusters Score -1207486 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1207496.125000 Penalty: 4623.609375
	Iteration 59Q: 3 clusters Score -1207496 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1207507.625000 Penalty: 4623.609375
	Iteration 60F: 3 clusters Score -1207508 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1207517.250000 Penalty: 4623.609375
	Iteration 61Q: 3 clusters Score -1207517 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1207527.125000 Penalty: 4623.609375
	Iteration 62Q: 3 clusters Score -1207527 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1207534.875000 Penalty: 4623.609375
	Iteration 63Q: 3 clusters Score -1207535 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1207541.250000 Penalty: 4623.609375
	Iteration 64Q: 3 clusters Score -1207541 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1207549.375000 Penalty: 4623.609375
	Iteration 65Q: 3 clusters Score -1207549 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1207549.125000 Penalty: 4623.609375
	Iteration 66Q: 3 clusters Score -1207549 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1207556.000000 Penalty: 4623.609375
	Iteration 67Q: 3 clusters Score -1207556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1207557.250000 Penalty: 4623.609375
	Iteration 68Q: 3 clusters Score -1207557 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1207561.875000 Penalty: 4623.609375
	Iteration 69Q: 3 clusters Score -1207562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1207565.500000 Penalty: 4623.609375
	Iteration 70Q: 3 clusters Score -1207566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1207574.750000 Penalty: 4623.609375
	Iteration 71Q: 3 clusters Score -1207575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1207570.750000 Penalty: 4623.609375
	Iteration 72Q: 3 clusters Score -1207571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1207573.000000 Penalty: 4623.609375
	Iteration 73Q: 3 clusters Score -1207573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1207573.375000 Penalty: 4623.609375
	Iteration 74Q: 3 clusters Score -1207573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1207574.875000 Penalty: 4623.609375
	Iteration 75Q: 3 clusters Score -1207575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1207576.375000 Penalty: 4623.609375
	Iteration 76Q: 3 clusters Score -1207576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1207577.250000 Penalty: 4623.609375
	Iteration 77Q: 3 clusters Score -1207577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1207576.375000 Penalty: 4623.609375
	Iteration 78Q: 3 clusters Score -1207576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1207576.875000 Penalty: 4623.609375
	Iteration 79Q: 3 clusters Score -1207577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1207579.375000 Penalty: 4623.609375
	Iteration 80F: 3 clusters Score -1207579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1207583.500000 Penalty: 4623.609375
	Iteration 81Q: 3 clusters Score -1207584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1207583.875000 Penalty: 4623.609375
	Iteration 82Q: 3 clusters Score -1207584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1207586.625000 Penalty: 4623.609375
	Iteration 83Q: 3 clusters Score -1207587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1207585.250000 Penalty: 4623.609375
	Iteration 84Q: 3 clusters Score -1207585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1207585.750000 Penalty: 4623.609375
	Iteration 85Q: 3 clusters Score -1207586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1207586.375000 Penalty: 4623.609375
	Iteration 86Q: 3 clusters Score -1207586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1207586.625000 Penalty: 4623.609375
	Iteration 87Q: 3 clusters Score -1207587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1207584.625000 Penalty: 4623.609375
	Iteration 88Q: 3 clusters Score -1207585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1207586.625000 Penalty: 4623.609375
	Iteration 89Q: 3 clusters Score -1207587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1207586.000000 Penalty: 4623.609375
	Iteration 90Q: 3 clusters Score -1207586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1207586.000000 Penalty: 4623.609375
	Iteration 91F: 3 clusters Score -1207586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Entering Unmasked Estep 
Score: -3166610.500000 Penalty: 2572.020508
	Iteration 0F: 2 clusters Score -3166610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -3144775.250000 Penalty: 5144.041016
	Iteration 0F: 3 clusters Score -3144775 nChanged 14451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -3153029.500000 Penalty: 5144.041016
	Iteration 1F: 3 clusters Score -3153030 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -3154005.750000 Penalty: 5144.041016
	Iteration 2F: 3 clusters Score -3154006 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -3155180.000000 Penalty: 5144.041016
	Iteration 3F: 3 clusters Score -3155180 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -3156555.000000 Penalty: 5144.041016
	Iteration 4F: 3 clusters Score -3156555 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -3157928.250000 Penalty: 5144.041016
	Iteration 5F: 3 clusters Score -3157928 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -3159110.000000 Penalty: 5144.041016
	Iteration 6F: 3 clusters Score -3159110 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -3160068.500000 Penalty: 5144.041016
	Iteration 7F: 3 clusters Score -3160068 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -3160858.750000 Penalty: 5144.041016
	Iteration 8Q: 3 clusters Score -3160859 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -3161565.750000 Penalty: 5144.041016
	Iteration 9Q: 3 clusters Score -3161566 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -3162120.500000 Penalty: 5144.041016
	Iteration 10Q: 3 clusters Score -3162120 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -3162623.500000 Penalty: 5144.041016
	Iteration 11Q: 3 clusters Score -3162624 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -3163020.000000 Penalty: 5144.041016
	Iteration 12Q: 3 clusters Score -3163020 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -3163345.250000 Penalty: 5144.041016
	Iteration 13Q: 3 clusters Score -3163345 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -3163611.500000 Penalty: 5144.041016
	Iteration 14Q: 3 clusters Score -3163612 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -3163785.500000 Penalty: 5144.041016
	Iteration 15Q: 3 clusters Score -3163786 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -3163918.500000 Penalty: 5144.041016
	Iteration 16Q: 3 clusters Score -3163918 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -3164057.000000 Penalty: 5144.041016
	Iteration 17Q: 3 clusters Score -3164057 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -3164156.000000 Penalty: 5144.041016
	Iteration 18Q: 3 clusters Score -3164156 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -3164255.750000 Penalty: 5144.041016
	Iteration 19Q: 3 clusters Score -3164256 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -3164317.000000 Penalty: 5144.041016
	Iteration 20F: 3 clusters Score -3164317 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -3164398.750000 Penalty: 5144.041016
	Iteration 21Q: 3 clusters Score -3164399 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -3164464.250000 Penalty: 5144.041016
	Iteration 22Q: 3 clusters Score -3164464 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -3164523.000000 Penalty: 5144.041016
	Iteration 23Q: 3 clusters Score -3164523 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -3164574.500000 Penalty: 5144.041016
	Iteration 24Q: 3 clusters Score -3164574 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -3164645.500000 Penalty: 5144.041016
	Iteration 25Q: 3 clusters Score -3164646 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -3164715.250000 Penalty: 5144.041016
	Iteration 26Q: 3 clusters Score -3164715 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -3164788.250000 Penalty: 5144.041016
	Iteration 27Q: 3 clusters Score -3164788 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -3164847.250000 Penalty: 5144.041016
	Iteration 28Q: 3 clusters Score -3164847 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -3164891.500000 Penalty: 5144.041016
	Iteration 29Q: 3 clusters Score -3164892 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -3164938.000000 Penalty: 5144.041016
	Iteration 30Q: 3 clusters Score -3164938 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -3164966.500000 Penalty: 5144.041016
	Iteration 31Q: 3 clusters Score -3164966 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -3165028.250000 Penalty: 5144.041016
	Iteration 32Q: 3 clusters Score -3165028 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -3165072.500000 Penalty: 5144.041016
	Iteration 33Q: 3 clusters Score -3165072 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -3165127.750000 Penalty: 5144.041016
	Iteration 34Q: 3 clusters Score -3165128 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -3165167.250000 Penalty: 5144.041016
	Iteration 35Q: 3 clusters Score -3165167 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -3165226.500000 Penalty: 5144.041016
	Iteration 36Q: 3 clusters Score -3165226 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -3165261.500000 Penalty: 5144.041016
	Iteration 37Q: 3 clusters Score -3165262 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -3165296.000000 Penalty: 5144.041016
	Iteration 38Q: 3 clusters Score -3165296 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -3165330.750000 Penalty: 5144.041016
	Iteration 39Q: 3 clusters Score -3165331 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -3165342.500000 Penalty: 5144.041016
	Iteration 40F: 3 clusters Score -3165342 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -3165359.250000 Penalty: 5144.041016
	Iteration 41Q: 3 clusters Score -3165359 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -3165368.500000 Penalty: 5144.041016
	Iteration 42Q: 3 clusters Score -3165368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -3165378.750000 Penalty: 5144.041016
	Iteration 43Q: 3 clusters Score -3165379 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -3165381.750000 Penalty: 5144.041016
	Iteration 44Q: 3 clusters Score -3165382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -3165374.250000 Penalty: 5144.041016
	Iteration 45Q: 3 clusters Score -3165374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -3165385.250000 Penalty: 5144.041016
	Iteration 46Q: 3 clusters Score -3165385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -3165381.250000 Penalty: 5144.041016
	Iteration 47Q: 3 clusters Score -3165381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -3165394.750000 Penalty: 5144.041016
	Iteration 48Q: 3 clusters Score -3165395 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -3165391.500000 Penalty: 5144.041016
	Iteration 49Q: 3 clusters Score -3165392 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3165405.750000 Penalty: 5144.041016
	Iteration 50Q: 3 clusters Score -3165406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -3165411.500000 Penalty: 5144.041016
	Iteration 51Q: 3 clusters Score -3165412 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -3165414.500000 Penalty: 5144.041016
	Iteration 52Q: 3 clusters Score -3165414 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -3165417.250000 Penalty: 5144.041016
	Iteration 53Q: 3 clusters Score -3165417 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -3165425.500000 Penalty: 5144.041016
	Iteration 54Q: 3 clusters Score -3165426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -3165437.250000 Penalty: 5144.041016
	Iteration 55Q: 3 clusters Score -3165437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -3165435.750000 Penalty: 5144.041016
	Iteration 56Q: 3 clusters Score -3165436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -3165445.750000 Penalty: 5144.041016
	Iteration 57Q: 3 clusters Score -3165446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -3165444.750000 Penalty: 5144.041016
	Iteration 58Q: 3 clusters Score -3165445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3165450.500000 Penalty: 5144.041016
	Iteration 59Q: 3 clusters Score -3165450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -3165452.750000 Penalty: 5144.041016
	Iteration 60F: 3 clusters Score -3165453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3165445.750000 Penalty: 5144.041016
	Iteration 61Q: 3 clusters Score -3165446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3165454.000000 Penalty: 5144.041016
	Iteration 62Q: 3 clusters Score -3165454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -3165450.750000 Penalty: 5144.041016
	Iteration 63Q: 3 clusters Score -3165451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -3165459.000000 Penalty: 5144.041016
	Iteration 64Q: 3 clusters Score -3165459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3165460.250000 Penalty: 5144.041016
	Iteration 65Q: 3 clusters Score -3165460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -3165462.500000 Penalty: 5144.041016
	Iteration 66Q: 3 clusters Score -3165462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -3165460.000000 Penalty: 5144.041016
	Iteration 67Q: 3 clusters Score -3165460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -3165460.500000 Penalty: 5144.041016
	Iteration 68Q: 3 clusters Score -3165460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -3165472.000000 Penalty: 5144.041016
	Iteration 69Q: 3 clusters Score -3165472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3165471.750000 Penalty: 5144.041016
	Iteration 70Q: 3 clusters Score -3165472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -3165472.500000 Penalty: 5144.041016
	Iteration 71Q: 3 clusters Score -3165472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3165474.250000 Penalty: 5144.041016
	Iteration 72Q: 3 clusters Score -3165474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -3165476.000000 Penalty: 5144.041016
	Iteration 73Q: 3 clusters Score -3165476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3165477.750000 Penalty: 5144.041016
	Iteration 74Q: 3 clusters Score -3165478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -3165475.500000 Penalty: 5144.041016
	Iteration 75Q: 3 clusters Score -3165476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3165477.750000 Penalty: 5144.041016
	Iteration 76Q: 3 clusters Score -3165478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3165476.000000 Penalty: 5144.041016
	Iteration 77Q: 3 clusters Score -3165476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -3165476.000000 Penalty: 5144.041016
	Iteration 78Q: 3 clusters Score -3165476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3165476.250000 Penalty: 5144.041016
	Iteration 79Q: 3 clusters Score -3165476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -3165483.250000 Penalty: 5144.041016
	Iteration 80F: 3 clusters Score -3165483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3165492.250000 Penalty: 5144.041016
	Iteration 81Q: 3 clusters Score -3165492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -3165492.750000 Penalty: 5144.041016
	Iteration 82Q: 3 clusters Score -3165493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -3165496.000000 Penalty: 5144.041016
	Iteration 83Q: 3 clusters Score -3165496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3165499.000000 Penalty: 5144.041016
	Iteration 84Q: 3 clusters Score -3165499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3165497.250000 Penalty: 5144.041016
	Iteration 85Q: 3 clusters Score -3165497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3165497.750000 Penalty: 5144.041016
	Iteration 86Q: 3 clusters Score -3165498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3165497.750000 Penalty: 5144.041016
	Iteration 87F: 3 clusters Score -3165498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Entering Unmasked Estep 
Score: -603308.187500 Penalty: 2135.539795
	Iteration 0F: 2 clusters Score -603308.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -598423.937500 Penalty: 4271.079590
	Iteration 0F: 3 clusters Score -598423.9 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -599658.437500 Penalty: 4271.079590
	Iteration 1F: 3 clusters Score -599658.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -599863.937500 Penalty: 4271.079590
	Iteration 2F: 3 clusters Score -599863.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -599994.812500 Penalty: 4271.079590
	Iteration 3Q: 3 clusters Score -599994.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -600086.687500 Penalty: 4271.079590
	Iteration 4Q: 3 clusters Score -600086.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -600165.500000 Penalty: 4271.079590
	Iteration 5Q: 3 clusters Score -600165.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -600232.437500 Penalty: 4271.079590
	Iteration 6Q: 3 clusters Score -600232.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -600289.250000 Penalty: 4271.079590
	Iteration 7Q: 3 clusters Score -600289.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -600349.750000 Penalty: 4271.079590
	Iteration 8Q: 3 clusters Score -600349.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -600400.125000 Penalty: 4271.079590
	Iteration 9Q: 3 clusters Score -600400.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -600441.500000 Penalty: 4271.079590
	Iteration 10Q: 3 clusters Score -600441.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -600475.812500 Penalty: 4271.079590
	Iteration 11Q: 3 clusters Score -600475.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -600505.062500 Penalty: 4271.079590
	Iteration 12Q: 3 clusters Score -600505.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -600542.375000 Penalty: 4271.079590
	Iteration 13Q: 3 clusters Score -600542.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -600581.875000 Penalty: 4271.079590
	Iteration 14Q: 3 clusters Score -600581.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -600616.625000 Penalty: 4271.079590
	Iteration 15Q: 3 clusters Score -600616.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -600656.125000 Penalty: 4271.079590
	Iteration 16Q: 3 clusters Score -600656.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -600699.937500 Penalty: 4271.079590
	Iteration 17Q: 3 clusters Score -600699.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -600741.375000 Penalty: 4271.079590
	Iteration 18Q: 3 clusters Score -600741.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -600791.062500 Penalty: 4271.079590
	Iteration 19Q: 3 clusters Score -600791.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -600830.500000 Penalty: 4271.079590
	Iteration 20F: 3 clusters Score -600830.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -600877.625000 Penalty: 4271.079590
	Iteration 21Q: 3 clusters Score -600877.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -600928.500000 Penalty: 4271.079590
	Iteration 22Q: 3 clusters Score -600928.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -600967.500000 Penalty: 4271.079590
	Iteration 23Q: 3 clusters Score -600967.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -601006.000000 Penalty: 4271.079590
	Iteration 24Q: 3 clusters Score -601006 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -601045.187500 Penalty: 4271.079590
	Iteration 25Q: 3 clusters Score -601045.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -601088.687500 Penalty: 4271.079590
	Iteration 26Q: 3 clusters Score -601088.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -601120.625000 Penalty: 4271.079590
	Iteration 27Q: 3 clusters Score -601120.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -601149.500000 Penalty: 4271.079590
	Iteration 28Q: 3 clusters Score -601149.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -601169.562500 Penalty: 4271.079590
	Iteration 29Q: 3 clusters Score -601169.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -601196.625000 Penalty: 4271.079590
	Iteration 30Q: 3 clusters Score -601196.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -601226.250000 Penalty: 4271.079590
	Iteration 31Q: 3 clusters Score -601226.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -601248.250000 Penalty: 4271.079590
	Iteration 32Q: 3 clusters Score -601248.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -601276.125000 Penalty: 4271.079590
	Iteration 33Q: 3 clusters Score -601276.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -601301.687500 Penalty: 4271.079590
	Iteration 34Q: 3 clusters Score -601301.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -601323.062500 Penalty: 4271.079590
	Iteration 35Q: 3 clusters Score -601323.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -601338.250000 Penalty: 4271.079590
	Iteration 36Q: 3 clusters Score -601338.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -601347.500000 Penalty: 4271.079590
	Iteration 37Q: 3 clusters Score -601347.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -601354.562500 Penalty: 4271.079590
	Iteration 38Q: 3 clusters Score -601354.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -601359.937500 Penalty: 4271.079590
	Iteration 39Q: 3 clusters Score -601359.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -601367.500000 Penalty: 4271.079590
	Iteration 40F: 3 clusters Score -601367.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -601374.687500 Penalty: 4271.079590
	Iteration 41Q: 3 clusters Score -601374.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -601382.687500 Penalty: 4271.079590
	Iteration 42Q: 3 clusters Score -601382.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -601393.062500 Penalty: 4271.079590
	Iteration 43Q: 3 clusters Score -601393.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -601405.562500 Penalty: 4271.079590
	Iteration 44Q: 3 clusters Score -601405.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -601412.687500 Penalty: 4271.079590
	Iteration 45Q: 3 clusters Score -601412.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -601420.500000 Penalty: 4271.079590
	Iteration 46Q: 3 clusters Score -601420.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -601428.375000 Penalty: 4271.079590
	Iteration 47Q: 3 clusters Score -601428.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -601429.812500 Penalty: 4271.079590
	Iteration 48Q: 3 clusters Score -601429.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -601432.375000 Penalty: 4271.079590
	Iteration 49Q: 3 clusters Score -601432.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -601436.437500 Penalty: 4271.079590
	Iteration 50Q: 3 clusters Score -601436.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -601437.937500 Penalty: 4271.079590
	Iteration 51Q: 3 clusters Score -601437.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -601438.750000 Penalty: 4271.079590
	Iteration 52Q: 3 clusters Score -601438.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -601442.500000 Penalty: 4271.079590
	Iteration 53Q: 3 clusters Score -601442.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -601446.187500 Penalty: 4271.079590
	Iteration 54Q: 3 clusters Score -601446.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -601451.312500 Penalty: 4271.079590
	Iteration 55Q: 3 clusters Score -601451.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -601454.625000 Penalty: 4271.079590
	Iteration 56Q: 3 clusters Score -601454.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -601457.875000 Penalty: 4271.079590
	Iteration 57Q: 3 clusters Score -601457.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -601459.500000 Penalty: 4271.079590
	Iteration 58Q: 3 clusters Score -601459.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -601463.500000 Penalty: 4271.079590
	Iteration 59Q: 3 clusters Score -601463.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -601467.500000 Penalty: 4271.079590
	Iteration 60F: 3 clusters Score -601467.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -601472.937500 Penalty: 4271.079590
	Iteration 61Q: 3 clusters Score -601472.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -601476.312500 Penalty: 4271.079590
	Iteration 62Q: 3 clusters Score -601476.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -601479.500000 Penalty: 4271.079590
	Iteration 63Q: 3 clusters Score -601479.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -601481.500000 Penalty: 4271.079590
	Iteration 64Q: 3 clusters Score -601481.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -601482.187500 Penalty: 4271.079590
	Iteration 65Q: 3 clusters Score -601482.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -601481.625000 Penalty: 4271.079590
	Iteration 66Q: 3 clusters Score -601481.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -601482.500000 Penalty: 4271.079590
	Iteration 67Q: 3 clusters Score -601482.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -601482.937500 Penalty: 4271.079590
	Iteration 68Q: 3 clusters Score -601482.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -601483.250000 Penalty: 4271.079590
	Iteration 69Q: 3 clusters Score -601483.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -601483.250000 Penalty: 4271.079590
	Iteration 70F: 3 clusters Score -601483.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Entering Unmasked Estep 
Score: -2484600.000000 Penalty: 2487.982666
	Iteration 0F: 2 clusters Score -2484600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2468839.750000 Penalty: 4975.965332
	Iteration 0F: 3 clusters Score -2468840 nChanged 9975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2474225.000000 Penalty: 4975.965332
	Iteration 1F: 3 clusters Score -2474225 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2474707.750000 Penalty: 4975.965332
	Iteration 2F: 3 clusters Score -2474708 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -2475236.250000 Penalty: 4975.965332
	Iteration 3F: 3 clusters Score -2475236 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2475879.500000 Penalty: 4975.965332
	Iteration 4F: 3 clusters Score -2475880 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2476724.500000 Penalty: 4975.965332
	Iteration 5F: 3 clusters Score -2476724 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2477767.250000 Penalty: 4975.965332
	Iteration 6F: 3 clusters Score -2477767 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2478829.500000 Penalty: 4975.965332
	Iteration 7F: 3 clusters Score -2478830 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2479886.500000 Penalty: 4975.965332
	Iteration 8F: 3 clusters Score -2479886 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -2480766.250000 Penalty: 4975.965332
	Iteration 9Q: 3 clusters Score -2480766 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -2481437.500000 Penalty: 4975.965332
	Iteration 10Q: 3 clusters Score -2481438 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -2481908.750000 Penalty: 4975.965332
	Iteration 11Q: 3 clusters Score -2481909 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -2482226.000000 Penalty: 4975.965332
	Iteration 12Q: 3 clusters Score -2482226 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -2482411.500000 Penalty: 4975.965332
	Iteration 13Q: 3 clusters Score -2482412 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -2482573.250000 Penalty: 4975.965332
	Iteration 14Q: 3 clusters Score -2482573 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2482686.000000 Penalty: 4975.965332
	Iteration 15Q: 3 clusters Score -2482686 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -2482785.250000 Penalty: 4975.965332
	Iteration 16Q: 3 clusters Score -2482785 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -2482857.500000 Penalty: 4975.965332
	Iteration 17Q: 3 clusters Score -2482858 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -2482937.250000 Penalty: 4975.965332
	Iteration 18Q: 3 clusters Score -2482937 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -2483007.750000 Penalty: 4975.965332
	Iteration 19Q: 3 clusters Score -2483008 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -2483059.000000 Penalty: 4975.965332
	Iteration 20F: 3 clusters Score -2483059 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -2483100.250000 Penalty: 4975.965332
	Iteration 21Q: 3 clusters Score -2483100 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -2483141.000000 Penalty: 4975.965332
	Iteration 22Q: 3 clusters Score -2483141 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -2483176.500000 Penalty: 4975.965332
	Iteration 23Q: 3 clusters Score -2483176 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -2483207.250000 Penalty: 4975.965332
	Iteration 24Q: 3 clusters Score -2483207 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -2483223.500000 Penalty: 4975.965332
	Iteration 25Q: 3 clusters Score -2483224 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -2483242.000000 Penalty: 4975.965332
	Iteration 26Q: 3 clusters Score -2483242 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -2483256.250000 Penalty: 4975.965332
	Iteration 27Q: 3 clusters Score -2483256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -2483271.250000 Penalty: 4975.965332
	Iteration 28Q: 3 clusters Score -2483271 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -2483286.500000 Penalty: 4975.965332
	Iteration 29Q: 3 clusters Score -2483286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2483294.250000 Penalty: 4975.965332
	Iteration 30Q: 3 clusters Score -2483294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -2483301.000000 Penalty: 4975.965332
	Iteration 31Q: 3 clusters Score -2483301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -2483303.750000 Penalty: 4975.965332
	Iteration 32Q: 3 clusters Score -2483304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2483301.500000 Penalty: 4975.965332
	Iteration 33Q: 3 clusters Score -2483302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2483303.750000 Penalty: 4975.965332
	Iteration 34Q: 3 clusters Score -2483304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -2483306.750000 Penalty: 4975.965332
	Iteration 35Q: 3 clusters Score -2483307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -2483310.750000 Penalty: 4975.965332
	Iteration 36Q: 3 clusters Score -2483311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -2483310.250000 Penalty: 4975.965332
	Iteration 37Q: 3 clusters Score -2483310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -2483316.250000 Penalty: 4975.965332
	Iteration 38Q: 3 clusters Score -2483316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -2483316.500000 Penalty: 4975.965332
	Iteration 39Q: 3 clusters Score -2483316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -2483317.000000 Penalty: 4975.965332
	Iteration 40F: 3 clusters Score -2483317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -2483319.750000 Penalty: 4975.965332
	Iteration 41Q: 3 clusters Score -2483320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -2483326.750000 Penalty: 4975.965332
	Iteration 42Q: 3 clusters Score -2483327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -2483325.750000 Penalty: 4975.965332
	Iteration 43Q: 3 clusters Score -2483326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -2483320.250000 Penalty: 4975.965332
	Iteration 44Q: 3 clusters Score -2483320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -2483321.250000 Penalty: 4975.965332
	Iteration 45Q: 3 clusters Score -2483321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -2483321.000000 Penalty: 4975.965332
	Iteration 46Q: 3 clusters Score -2483321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -2483323.250000 Penalty: 4975.965332
	Iteration 47Q: 3 clusters Score -2483323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -2483323.500000 Penalty: 4975.965332
	Iteration 48Q: 3 clusters Score -2483324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -2483323.500000 Penalty: 4975.965332
	Iteration 49F: 3 clusters Score -2483324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -2271064.500000 Penalty: 2466.410889
	Iteration 0F: 2 clusters Score -2271064 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 10390 members 
Entering Unmasked Estep 
Score: -2256421.750000 Penalty: 4932.821777
	Iteration 0F: 3 clusters Score -2256422 nChanged 9205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2261512.250000 Penalty: 4932.821777
	Iteration 1F: 3 clusters Score -2261512 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2261986.750000 Penalty: 4932.821777
	Iteration 2F: 3 clusters Score -2261987 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2262420.750000 Penalty: 4932.821777
	Iteration 3Q: 3 clusters Score -2262421 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2262749.250000 Penalty: 4932.821777
	Iteration 4Q: 3 clusters Score -2262749 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2262998.500000 Penalty: 4932.821777
	Iteration 5Q: 3 clusters Score -2262998 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2263225.750000 Penalty: 4932.821777
	Iteration 6Q: 3 clusters Score -2263226 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2263435.500000 Penalty: 4932.821777
	Iteration 7Q: 3 clusters Score -2263436 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2263631.000000 Penalty: 4932.821777
	Iteration 8Q: 3 clusters Score -2263631 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -2263773.250000 Penalty: 4932.821777
	Iteration 9Q: 3 clusters Score -2263773 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2263915.250000 Penalty: 4932.821777
	Iteration 10Q: 3 clusters Score -2263915 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2264047.000000 Penalty: 4932.821777
	Iteration 11Q: 3 clusters Score -2264047 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2264156.000000 Penalty: 4932.821777
	Iteration 12Q: 3 clusters Score -2264156 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -2264254.500000 Penalty: 4932.821777
	Iteration 13Q: 3 clusters Score -2264254 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2264348.000000 Penalty: 4932.821777
	Iteration 14Q: 3 clusters Score -2264348 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2264467.000000 Penalty: 4932.821777
	Iteration 15Q: 3 clusters Score -2264467 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2264616.000000 Penalty: 4932.821777
	Iteration 16Q: 3 clusters Score -2264616 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2264775.250000 Penalty: 4932.821777
	Iteration 17Q: 3 clusters Score -2264775 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -2265003.500000 Penalty: 4932.821777
	Iteration 18Q: 3 clusters Score -2265004 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2265271.000000 Penalty: 4932.821777
	Iteration 19Q: 3 clusters Score -2265271 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2265575.750000 Penalty: 4932.821777
	Iteration 20F: 3 clusters Score -2265576 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2265889.750000 Penalty: 4932.821777
	Iteration 21Q: 3 clusters Score -2265890 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2266160.750000 Penalty: 4932.821777
	Iteration 22Q: 3 clusters Score -2266161 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2266384.250000 Penalty: 4932.821777
	Iteration 23Q: 3 clusters Score -2266384 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2266573.500000 Penalty: 4932.821777
	Iteration 24Q: 3 clusters Score -2266574 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2266793.500000 Penalty: 4932.821777
	Iteration 25Q: 3 clusters Score -2266794 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2267055.250000 Penalty: 4932.821777
	Iteration 26Q: 3 clusters Score -2267055 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2267342.750000 Penalty: 4932.821777
	Iteration 27Q: 3 clusters Score -2267343 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2267677.250000 Penalty: 4932.821777
	Iteration 28Q: 3 clusters Score -2267677 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2268006.250000 Penalty: 4932.821777
	Iteration 29Q: 3 clusters Score -2268006 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2268341.500000 Penalty: 4932.821777
	Iteration 30Q: 3 clusters Score -2268342 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2268656.500000 Penalty: 4932.821777
	Iteration 31Q: 3 clusters Score -2268656 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -2268891.000000 Penalty: 4932.821777
	Iteration 32Q: 3 clusters Score -2268891 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2269080.000000 Penalty: 4932.821777
	Iteration 33Q: 3 clusters Score -2269080 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2269234.250000 Penalty: 4932.821777
	Iteration 34Q: 3 clusters Score -2269234 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -2269365.000000 Penalty: 4932.821777
	Iteration 35Q: 3 clusters Score -2269365 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2269461.500000 Penalty: 4932.821777
	Iteration 36Q: 3 clusters Score -2269462 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2269542.750000 Penalty: 4932.821777
	Iteration 37Q: 3 clusters Score -2269543 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -2269616.500000 Penalty: 4932.821777
	Iteration 38Q: 3 clusters Score -2269616 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -2269674.000000 Penalty: 4932.821777
	Iteration 39Q: 3 clusters Score -2269674 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -2269722.500000 Penalty: 4932.821777
	Iteration 40F: 3 clusters Score -2269722 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -2269771.500000 Penalty: 4932.821777
	Iteration 41Q: 3 clusters Score -2269772 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -2269808.000000 Penalty: 4932.821777
	Iteration 42Q: 3 clusters Score -2269808 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -2269833.000000 Penalty: 4932.821777
	Iteration 43Q: 3 clusters Score -2269833 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -2269854.000000 Penalty: 4932.821777
	Iteration 44Q: 3 clusters Score -2269854 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2269863.750000 Penalty: 4932.821777
	Iteration 45Q: 3 clusters Score -2269864 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2269873.250000 Penalty: 4932.821777
	Iteration 46Q: 3 clusters Score -2269873 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2269888.750000 Penalty: 4932.821777
	Iteration 47Q: 3 clusters Score -2269889 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2269903.000000 Penalty: 4932.821777
	Iteration 48Q: 3 clusters Score -2269903 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2269910.750000 Penalty: 4932.821777
	Iteration 49Q: 3 clusters Score -2269911 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -2269926.250000 Penalty: 4932.821777
	Iteration 50Q: 3 clusters Score -2269926 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -2269933.750000 Penalty: 4932.821777
	Iteration 51Q: 3 clusters Score -2269934 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2269946.250000 Penalty: 4932.821777
	Iteration 52Q: 3 clusters Score -2269946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2269957.000000 Penalty: 4932.821777
	Iteration 53Q: 3 clusters Score -2269957 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2269962.000000 Penalty: 4932.821777
	Iteration 54Q: 3 clusters Score -2269962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -2269965.250000 Penalty: 4932.821777
	Iteration 55Q: 3 clusters Score -2269965 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -2269963.000000 Penalty: 4932.821777
	Iteration 56Q: 3 clusters Score -2269963 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2269966.250000 Penalty: 4932.821777
	Iteration 57Q: 3 clusters Score -2269966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2269968.750000 Penalty: 4932.821777
	Iteration 58Q: 3 clusters Score -2269969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2269965.250000 Penalty: 4932.821777
	Iteration 59Q: 3 clusters Score -2269965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2269971.250000 Penalty: 4932.821777
	Iteration 60F: 3 clusters Score -2269971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -2269974.500000 Penalty: 4932.821777
	Iteration 61Q: 3 clusters Score -2269974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2269974.500000 Penalty: 4932.821777
	Iteration 62Q: 3 clusters Score -2269974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2269973.750000 Penalty: 4932.821777
	Iteration 63Q: 3 clusters Score -2269974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2269975.000000 Penalty: 4932.821777
	Iteration 64Q: 3 clusters Score -2269975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -2269976.500000 Penalty: 4932.821777
	Iteration 65Q: 3 clusters Score -2269976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -2269974.250000 Penalty: 4932.821777
	Iteration 66Q: 3 clusters Score -2269974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2269976.250000 Penalty: 4932.821777
	Iteration 67Q: 3 clusters Score -2269976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2269976.250000 Penalty: 4932.821777
	Iteration 68F: 3 clusters Score -2269976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Entering Unmasked Estep 
Score: -1860800.750000 Penalty: 2443.396240
	Iteration 0F: 2 clusters Score -1860801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1847462.250000 Penalty: 4886.792480
	Iteration 0F: 3 clusters Score -1847462 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1852130.625000 Penalty: 4886.792480
	Iteration 1F: 3 clusters Score -1852131 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1852738.125000 Penalty: 4886.792480
	Iteration 2F: 3 clusters Score -1852738 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1853358.375000 Penalty: 4886.792480
	Iteration 3F: 3 clusters Score -1853358 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1853956.625000 Penalty: 4886.792480
	Iteration 4F: 3 clusters Score -1853957 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1854539.875000 Penalty: 4886.792480
	Iteration 5F: 3 clusters Score -1854540 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1855074.125000 Penalty: 4886.792480
	Iteration 6Q: 3 clusters Score -1855074 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1855594.250000 Penalty: 4886.792480
	Iteration 7Q: 3 clusters Score -1855594 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1856060.500000 Penalty: 4886.792480
	Iteration 8Q: 3 clusters Score -1856060 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1856403.500000 Penalty: 4886.792480
	Iteration 9Q: 3 clusters Score -1856404 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1856620.750000 Penalty: 4886.792480
	Iteration 10Q: 3 clusters Score -1856621 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1856763.875000 Penalty: 4886.792480
	Iteration 11Q: 3 clusters Score -1856764 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1856880.875000 Penalty: 4886.792480
	Iteration 12Q: 3 clusters Score -1856881 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1856951.125000 Penalty: 4886.792480
	Iteration 13Q: 3 clusters Score -1856951 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1857014.875000 Penalty: 4886.792480
	Iteration 14Q: 3 clusters Score -1857015 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1857063.000000 Penalty: 4886.792480
	Iteration 15Q: 3 clusters Score -1857063 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1857105.875000 Penalty: 4886.792480
	Iteration 16Q: 3 clusters Score -1857106 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1857128.500000 Penalty: 4886.792480
	Iteration 17Q: 3 clusters Score -1857128 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1857147.625000 Penalty: 4886.792480
	Iteration 18Q: 3 clusters Score -1857148 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1857172.875000 Penalty: 4886.792480
	Iteration 19Q: 3 clusters Score -1857173 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1857193.875000 Penalty: 4886.792480
	Iteration 20F: 3 clusters Score -1857194 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1857214.000000 Penalty: 4886.792480
	Iteration 21Q: 3 clusters Score -1857214 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1857239.500000 Penalty: 4886.792480
	Iteration 22Q: 3 clusters Score -1857240 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1857270.375000 Penalty: 4886.792480
	Iteration 23Q: 3 clusters Score -1857270 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1857295.875000 Penalty: 4886.792480
	Iteration 24Q: 3 clusters Score -1857296 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -1857336.625000 Penalty: 4886.792480
	Iteration 25Q: 3 clusters Score -1857337 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1857367.375000 Penalty: 4886.792480
	Iteration 26Q: 3 clusters Score -1857367 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1857390.625000 Penalty: 4886.792480
	Iteration 27Q: 3 clusters Score -1857391 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1857412.000000 Penalty: 4886.792480
	Iteration 28Q: 3 clusters Score -1857412 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1857431.625000 Penalty: 4886.792480
	Iteration 29Q: 3 clusters Score -1857432 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1857452.875000 Penalty: 4886.792480
	Iteration 30Q: 3 clusters Score -1857453 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1857469.750000 Penalty: 4886.792480
	Iteration 31Q: 3 clusters Score -1857470 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1857483.375000 Penalty: 4886.792480
	Iteration 32Q: 3 clusters Score -1857483 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1857513.375000 Penalty: 4886.792480
	Iteration 33Q: 3 clusters Score -1857513 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1857531.375000 Penalty: 4886.792480
	Iteration 34Q: 3 clusters Score -1857531 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1857547.625000 Penalty: 4886.792480
	Iteration 35Q: 3 clusters Score -1857548 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1857567.750000 Penalty: 4886.792480
	Iteration 36Q: 3 clusters Score -1857568 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1857577.125000 Penalty: 4886.792480
	Iteration 37Q: 3 clusters Score -1857577 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1857586.625000 Penalty: 4886.792480
	Iteration 38Q: 3 clusters Score -1857587 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -1857601.625000 Penalty: 4886.792480
	Iteration 39Q: 3 clusters Score -1857602 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1857620.875000 Penalty: 4886.792480
	Iteration 40F: 3 clusters Score -1857621 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1857632.125000 Penalty: 4886.792480
	Iteration 41Q: 3 clusters Score -1857632 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -1857647.500000 Penalty: 4886.792480
	Iteration 42Q: 3 clusters Score -1857648 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -1857663.500000 Penalty: 4886.792480
	Iteration 43Q: 3 clusters Score -1857664 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -1857674.250000 Penalty: 4886.792480
	Iteration 44Q: 3 clusters Score -1857674 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -1857701.500000 Penalty: 4886.792480
	Iteration 45Q: 3 clusters Score -1857702 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1857720.125000 Penalty: 4886.792480
	Iteration 46Q: 3 clusters Score -1857720 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1857750.750000 Penalty: 4886.792480
	Iteration 47Q: 3 clusters Score -1857751 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1857783.250000 Penalty: 4886.792480
	Iteration 48Q: 3 clusters Score -1857783 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -1857813.750000 Penalty: 4886.792480
	Iteration 49Q: 3 clusters Score -1857814 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -1857837.875000 Penalty: 4886.792480
	Iteration 50Q: 3 clusters Score -1857838 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -1857870.750000 Penalty: 4886.792480
	Iteration 51Q: 3 clusters Score -1857871 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -1857898.375000 Penalty: 4886.792480
	Iteration 52Q: 3 clusters Score -1857898 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -1857929.500000 Penalty: 4886.792480
	Iteration 53Q: 3 clusters Score -1857930 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -1857960.375000 Penalty: 4886.792480
	Iteration 54Q: 3 clusters Score -1857960 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -1857996.250000 Penalty: 4886.792480
	Iteration 55Q: 3 clusters Score -1857996 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -1858027.875000 Penalty: 4886.792480
	Iteration 56Q: 3 clusters Score -1858028 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -1858071.000000 Penalty: 4886.792480
	Iteration 57Q: 3 clusters Score -1858071 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -1858106.000000 Penalty: 4886.792480
	Iteration 58Q: 3 clusters Score -1858106 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -1858149.500000 Penalty: 4886.792480
	Iteration 59Q: 3 clusters Score -1858150 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -1858198.500000 Penalty: 4886.792480
	Iteration 60F: 3 clusters Score -1858198 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -1858244.625000 Penalty: 4886.792480
	Iteration 61Q: 3 clusters Score -1858245 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -1858266.750000 Penalty: 4886.792480
	Iteration 62Q: 3 clusters Score -1858267 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -1858297.750000 Penalty: 4886.792480
	Iteration 63Q: 3 clusters Score -1858298 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -1858319.875000 Penalty: 4886.792480
	Iteration 64Q: 3 clusters Score -1858320 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -1858341.750000 Penalty: 4886.792480
	Iteration 65Q: 3 clusters Score -1858342 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -1858364.750000 Penalty: 4886.792480
	Iteration 66Q: 3 clusters Score -1858365 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -1858387.125000 Penalty: 4886.792480
	Iteration 67Q: 3 clusters Score -1858387 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -1858401.625000 Penalty: 4886.792480
	Iteration 68Q: 3 clusters Score -1858402 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -1858420.125000 Penalty: 4886.792480
	Iteration 69Q: 3 clusters Score -1858420 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -1858444.875000 Penalty: 4886.792480
	Iteration 70Q: 3 clusters Score -1858445 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -1858460.875000 Penalty: 4886.792480
	Iteration 71Q: 3 clusters Score -1858461 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -1858487.625000 Penalty: 4886.792480
	Iteration 72Q: 3 clusters Score -1858488 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -1858498.250000 Penalty: 4886.792480
	Iteration 73Q: 3 clusters Score -1858498 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -1858519.375000 Penalty: 4886.792480
	Iteration 74Q: 3 clusters Score -1858519 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -1858535.250000 Penalty: 4886.792480
	Iteration 75Q: 3 clusters Score -1858535 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -1858549.250000 Penalty: 4886.792480
	Iteration 76Q: 3 clusters Score -1858549 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -1858570.375000 Penalty: 4886.792480
	Iteration 77Q: 3 clusters Score -1858570 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -1858599.250000 Penalty: 4886.792480
	Iteration 78Q: 3 clusters Score -1858599 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -1858623.250000 Penalty: 4886.792480
	Iteration 79Q: 3 clusters Score -1858623 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -1858635.875000 Penalty: 4886.792480
	Iteration 80F: 3 clusters Score -1858636 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -1858654.500000 Penalty: 4886.792480
	Iteration 81Q: 3 clusters Score -1858654 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -1858666.750000 Penalty: 4886.792480
	Iteration 82Q: 3 clusters Score -1858667 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -1858689.000000 Penalty: 4886.792480
	Iteration 83Q: 3 clusters Score -1858689 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -1858703.125000 Penalty: 4886.792480
	Iteration 84Q: 3 clusters Score -1858703 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -1858709.500000 Penalty: 4886.792480
	Iteration 85Q: 3 clusters Score -1858710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -1858720.250000 Penalty: 4886.792480
	Iteration 86Q: 3 clusters Score -1858720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -1858724.500000 Penalty: 4886.792480
	Iteration 87Q: 3 clusters Score -1858724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -1858735.375000 Penalty: 4886.792480
	Iteration 88Q: 3 clusters Score -1858735 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -1858750.250000 Penalty: 4886.792480
	Iteration 89Q: 3 clusters Score -1858750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -1858757.750000 Penalty: 4886.792480
	Iteration 90Q: 3 clusters Score -1858758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -1858765.125000 Penalty: 4886.792480
	Iteration 91Q: 3 clusters Score -1858765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -1858773.875000 Penalty: 4886.792480
	Iteration 92Q: 3 clusters Score -1858774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -1858779.375000 Penalty: 4886.792480
	Iteration 93Q: 3 clusters Score -1858779 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -1858787.750000 Penalty: 4886.792480
	Iteration 94Q: 3 clusters Score -1858788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -1858792.625000 Penalty: 4886.792480
	Iteration 95Q: 3 clusters Score -1858793 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -1858802.000000 Penalty: 4886.792480
	Iteration 96Q: 3 clusters Score -1858802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -1858807.250000 Penalty: 4886.792480
	Iteration 97Q: 3 clusters Score -1858807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -1858810.375000 Penalty: 4886.792480
	Iteration 98Q: 3 clusters Score -1858810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -1858811.875000 Penalty: 4886.792480
	Iteration 99Q: 3 clusters Score -1858812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -1858816.250000 Penalty: 4886.792480
	Iteration 100F: 3 clusters Score -1858816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -1858818.750000 Penalty: 4886.792480
	Iteration 101Q: 3 clusters Score -1858819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -1858821.625000 Penalty: 4886.792480
	Iteration 102Q: 3 clusters Score -1858822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -1858825.250000 Penalty: 4886.792480
	Iteration 103Q: 3 clusters Score -1858825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -1858832.750000 Penalty: 4886.792480
	Iteration 104Q: 3 clusters Score -1858833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -1858836.125000 Penalty: 4886.792480
	Iteration 105Q: 3 clusters Score -1858836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -1858841.625000 Penalty: 4886.792480
	Iteration 106Q: 3 clusters Score -1858842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -1858852.375000 Penalty: 4886.792480
	Iteration 107Q: 3 clusters Score -1858852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -1858860.500000 Penalty: 4886.792480
	Iteration 108Q: 3 clusters Score -1858860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -1858868.875000 Penalty: 4886.792480
	Iteration 109Q: 3 clusters Score -1858869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -1858873.250000 Penalty: 4886.792480
	Iteration 110Q: 3 clusters Score -1858873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -1858878.625000 Penalty: 4886.792480
	Iteration 111Q: 3 clusters Score -1858879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -1858880.875000 Penalty: 4886.792480
	Iteration 112Q: 3 clusters Score -1858881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -1858881.375000 Penalty: 4886.792480
	Iteration 113Q: 3 clusters Score -1858881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -1858879.875000 Penalty: 4886.792480
	Iteration 114Q: 3 clusters Score -1858880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -1858881.250000 Penalty: 4886.792480
	Iteration 115Q: 3 clusters Score -1858881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -1858881.250000 Penalty: 4886.792480
	Iteration 116F: 3 clusters Score -1858881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -35546.785156 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -35546.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -34276.152344 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -34276.15 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34407.500000 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -34407.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -34466.285156 Penalty: 2933.097656
	Iteration 2Q: 3 clusters Score -34466.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34491.597656 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -34491.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34502.562500 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -34502.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34511.777344 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -34511.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34517.914062 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -34517.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34517.914062 Penalty: 2933.097656
	Iteration 7F: 3 clusters Score -34517.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -21776.859375 Penalty: 1350.790894
	Iteration 0F: 2 clusters Score -21776.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -20592.369141 Penalty: 2701.581787
	Iteration 0F: 3 clusters Score -20592.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20696.570312 Penalty: 2701.581787
	Iteration 1F: 3 clusters Score -20696.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -20723.070312 Penalty: 2701.581787
	Iteration 2Q: 3 clusters Score -20723.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -20731.535156 Penalty: 2701.581787
	Iteration 3Q: 3 clusters Score -20731.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -20731.535156 Penalty: 2701.581787
	Iteration 4F: 3 clusters Score -20731.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Entering Unmasked Estep 
Score: -717129.062500 Penalty: 2218.765625
	Iteration 0F: 2 clusters Score -717129.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -710960.125000 Penalty: 4437.531250
	Iteration 0F: 3 clusters Score -710960.1 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -712740.750000 Penalty: 4437.531250
	Iteration 1F: 3 clusters Score -712740.8 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -713140.437500 Penalty: 4437.531250
	Iteration 2F: 3 clusters Score -713140.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -713491.875000 Penalty: 4437.531250
	Iteration 3F: 3 clusters Score -713491.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -713876.437500 Penalty: 4437.531250
	Iteration 4F: 3 clusters Score -713876.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -714238.312500 Penalty: 4437.531250
	Iteration 5F: 3 clusters Score -714238.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -714562.500000 Penalty: 4437.531250
	Iteration 6F: 3 clusters Score -714562.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -714819.562500 Penalty: 4437.531250
	Iteration 7Q: 3 clusters Score -714819.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -715006.562500 Penalty: 4437.531250
	Iteration 8Q: 3 clusters Score -715006.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -715173.625000 Penalty: 4437.531250
	Iteration 9Q: 3 clusters Score -715173.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -715319.875000 Penalty: 4437.531250
	Iteration 10Q: 3 clusters Score -715319.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -715448.937500 Penalty: 4437.531250
	Iteration 11Q: 3 clusters Score -715448.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -715557.812500 Penalty: 4437.531250
	Iteration 12Q: 3 clusters Score -715557.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -715638.812500 Penalty: 4437.531250
	Iteration 13Q: 3 clusters Score -715638.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -715693.625000 Penalty: 4437.531250
	Iteration 14Q: 3 clusters Score -715693.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -715746.187500 Penalty: 4437.531250
	Iteration 15Q: 3 clusters Score -715746.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -715794.062500 Penalty: 4437.531250
	Iteration 16Q: 3 clusters Score -715794.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -715832.000000 Penalty: 4437.531250
	Iteration 17Q: 3 clusters Score -715832 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -715859.562500 Penalty: 4437.531250
	Iteration 18Q: 3 clusters Score -715859.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -715879.500000 Penalty: 4437.531250
	Iteration 19Q: 3 clusters Score -715879.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -715894.625000 Penalty: 4437.531250
	Iteration 20F: 3 clusters Score -715894.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -715906.000000 Penalty: 4437.531250
	Iteration 21Q: 3 clusters Score -715906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -715912.750000 Penalty: 4437.531250
	Iteration 22Q: 3 clusters Score -715912.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -715917.625000 Penalty: 4437.531250
	Iteration 23Q: 3 clusters Score -715917.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -715921.875000 Penalty: 4437.531250
	Iteration 24Q: 3 clusters Score -715921.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -715926.062500 Penalty: 4437.531250
	Iteration 25Q: 3 clusters Score -715926.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -715926.937500 Penalty: 4437.531250
	Iteration 26Q: 3 clusters Score -715926.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -715929.812500 Penalty: 4437.531250
	Iteration 27Q: 3 clusters Score -715929.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -715931.562500 Penalty: 4437.531250
	Iteration 28Q: 3 clusters Score -715931.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -715934.000000 Penalty: 4437.531250
	Iteration 29Q: 3 clusters Score -715934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -715936.812500 Penalty: 4437.531250
	Iteration 30Q: 3 clusters Score -715936.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -715940.375000 Penalty: 4437.531250
	Iteration 31Q: 3 clusters Score -715940.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -715945.187500 Penalty: 4437.531250
	Iteration 32Q: 3 clusters Score -715945.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -715946.187500 Penalty: 4437.531250
	Iteration 33Q: 3 clusters Score -715946.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -715947.875000 Penalty: 4437.531250
	Iteration 34Q: 3 clusters Score -715947.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -715950.750000 Penalty: 4437.531250
	Iteration 35Q: 3 clusters Score -715950.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -715950.875000 Penalty: 4437.531250
	Iteration 36Q: 3 clusters Score -715950.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -715953.125000 Penalty: 4437.531250
	Iteration 37Q: 3 clusters Score -715953.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -715952.250000 Penalty: 4437.531250
	Iteration 38Q: 3 clusters Score -715952.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -715952.250000 Penalty: 4437.531250
	Iteration 39F: 3 clusters Score -715952.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -107342.328125 Penalty: 1706.080322
	Iteration 0F: 2 clusters Score -107342.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -105415.179688 Penalty: 3412.160645
	Iteration 0F: 3 clusters Score -105415.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -105681.554688 Penalty: 3412.160645
	Iteration 1F: 3 clusters Score -105681.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -105739.187500 Penalty: 3412.160645
	Iteration 2Q: 3 clusters Score -105739.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -105771.515625 Penalty: 3412.160645
	Iteration 3Q: 3 clusters Score -105771.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -105786.976562 Penalty: 3412.160645
	Iteration 4Q: 3 clusters Score -105787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -105802.601562 Penalty: 3412.160645
	Iteration 5Q: 3 clusters Score -105802.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -105825.000000 Penalty: 3412.160645
	Iteration 6Q: 3 clusters Score -105825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -105841.039062 Penalty: 3412.160645
	Iteration 7Q: 3 clusters Score -105841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -105850.640625 Penalty: 3412.160645
	Iteration 8Q: 3 clusters Score -105850.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -105853.664062 Penalty: 3412.160645
	Iteration 9Q: 3 clusters Score -105853.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -105858.914062 Penalty: 3412.160645
	Iteration 10Q: 3 clusters Score -105858.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -105866.515625 Penalty: 3412.160645
	Iteration 11Q: 3 clusters Score -105866.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -105874.250000 Penalty: 3412.160645
	Iteration 12Q: 3 clusters Score -105874.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -105878.757812 Penalty: 3412.160645
	Iteration 13Q: 3 clusters Score -105878.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -105880.765625 Penalty: 3412.160645
	Iteration 14Q: 3 clusters Score -105880.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -105881.242188 Penalty: 3412.160645
	Iteration 15Q: 3 clusters Score -105881.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -105881.242188 Penalty: 3412.160645
	Iteration 16F: 3 clusters Score -105881.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Entering Unmasked Estep 
Score: -783102.062500 Penalty: 2300.293945
	Iteration 0F: 2 clusters Score -783102.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -775075.875000 Penalty: 4600.587891
	Iteration 0F: 3 clusters Score -775075.9 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -777517.812500 Penalty: 4600.587891
	Iteration 1F: 3 clusters Score -777517.8 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -778032.937500 Penalty: 4600.587891
	Iteration 2F: 3 clusters Score -778032.9 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -778454.000000 Penalty: 4600.587891
	Iteration 3F: 3 clusters Score -778454 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -778821.375000 Penalty: 4600.587891
	Iteration 4F: 3 clusters Score -778821.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -779171.437500 Penalty: 4600.587891
	Iteration 5F: 3 clusters Score -779171.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -779479.375000 Penalty: 4600.587891
	Iteration 6Q: 3 clusters Score -779479.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -779771.187500 Penalty: 4600.587891
	Iteration 7Q: 3 clusters Score -779771.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -780021.437500 Penalty: 4600.587891
	Iteration 8Q: 3 clusters Score -780021.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -780256.187500 Penalty: 4600.587891
	Iteration 9Q: 3 clusters Score -780256.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -780419.062500 Penalty: 4600.587891
	Iteration 10Q: 3 clusters Score -780419.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -780535.750000 Penalty: 4600.587891
	Iteration 11Q: 3 clusters Score -780535.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -780631.062500 Penalty: 4600.587891
	Iteration 12Q: 3 clusters Score -780631.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -780703.000000 Penalty: 4600.587891
	Iteration 13Q: 3 clusters Score -780703 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -780749.500000 Penalty: 4600.587891
	Iteration 14Q: 3 clusters Score -780749.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -780779.250000 Penalty: 4600.587891
	Iteration 15Q: 3 clusters Score -780779.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -780802.812500 Penalty: 4600.587891
	Iteration 16Q: 3 clusters Score -780802.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -780828.000000 Penalty: 4600.587891
	Iteration 17Q: 3 clusters Score -780828 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -780844.812500 Penalty: 4600.587891
	Iteration 18Q: 3 clusters Score -780844.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -780858.687500 Penalty: 4600.587891
	Iteration 19Q: 3 clusters Score -780858.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -780867.812500 Penalty: 4600.587891
	Iteration 20F: 3 clusters Score -780867.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -780879.375000 Penalty: 4600.587891
	Iteration 21Q: 3 clusters Score -780879.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -780887.750000 Penalty: 4600.587891
	Iteration 22Q: 3 clusters Score -780887.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -780892.187500 Penalty: 4600.587891
	Iteration 23Q: 3 clusters Score -780892.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -780897.312500 Penalty: 4600.587891
	Iteration 24Q: 3 clusters Score -780897.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -780902.875000 Penalty: 4600.587891
	Iteration 25Q: 3 clusters Score -780902.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -780911.687500 Penalty: 4600.587891
	Iteration 26Q: 3 clusters Score -780911.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -780921.000000 Penalty: 4600.587891
	Iteration 27Q: 3 clusters Score -780921 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -780929.312500 Penalty: 4600.587891
	Iteration 28Q: 3 clusters Score -780929.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -780940.875000 Penalty: 4600.587891
	Iteration 29Q: 3 clusters Score -780940.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -780950.562500 Penalty: 4600.587891
	Iteration 30Q: 3 clusters Score -780950.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -780968.562500 Penalty: 4600.587891
	Iteration 31Q: 3 clusters Score -780968.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -780982.687500 Penalty: 4600.587891
	Iteration 32Q: 3 clusters Score -780982.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -781001.312500 Penalty: 4600.587891
	Iteration 33Q: 3 clusters Score -781001.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -781013.500000 Penalty: 4600.587891
	Iteration 34Q: 3 clusters Score -781013.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -781032.187500 Penalty: 4600.587891
	Iteration 35Q: 3 clusters Score -781032.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -781051.437500 Penalty: 4600.587891
	Iteration 36Q: 3 clusters Score -781051.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -781075.687500 Penalty: 4600.587891
	Iteration 37Q: 3 clusters Score -781075.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -781095.125000 Penalty: 4600.587891
	Iteration 38Q: 3 clusters Score -781095.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -781114.937500 Penalty: 4600.587891
	Iteration 39Q: 3 clusters Score -781114.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -781130.562500 Penalty: 4600.587891
	Iteration 40F: 3 clusters Score -781130.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -781144.187500 Penalty: 4600.587891
	Iteration 41Q: 3 clusters Score -781144.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -781159.375000 Penalty: 4600.587891
	Iteration 42Q: 3 clusters Score -781159.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -781169.000000 Penalty: 4600.587891
	Iteration 43Q: 3 clusters Score -781169 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -781183.562500 Penalty: 4600.587891
	Iteration 44Q: 3 clusters Score -781183.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -781195.312500 Penalty: 4600.587891
	Iteration 45Q: 3 clusters Score -781195.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -781210.187500 Penalty: 4600.587891
	Iteration 46Q: 3 clusters Score -781210.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -781234.187500 Penalty: 4600.587891
	Iteration 47Q: 3 clusters Score -781234.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -781262.500000 Penalty: 4600.587891
	Iteration 48Q: 3 clusters Score -781262.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -781287.750000 Penalty: 4600.587891
	Iteration 49Q: 3 clusters Score -781287.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -781307.937500 Penalty: 4600.587891
	Iteration 50Q: 3 clusters Score -781307.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -781330.812500 Penalty: 4600.587891
	Iteration 51Q: 3 clusters Score -781330.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -781347.875000 Penalty: 4600.587891
	Iteration 52Q: 3 clusters Score -781347.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -781373.437500 Penalty: 4600.587891
	Iteration 53Q: 3 clusters Score -781373.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -781401.625000 Penalty: 4600.587891
	Iteration 54Q: 3 clusters Score -781401.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -781427.250000 Penalty: 4600.587891
	Iteration 55Q: 3 clusters Score -781427.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -781444.875000 Penalty: 4600.587891
	Iteration 56Q: 3 clusters Score -781444.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -781459.375000 Penalty: 4600.587891
	Iteration 57Q: 3 clusters Score -781459.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -781467.750000 Penalty: 4600.587891
	Iteration 58Q: 3 clusters Score -781467.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -781475.500000 Penalty: 4600.587891
	Iteration 59Q: 3 clusters Score -781475.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -781478.312500 Penalty: 4600.587891
	Iteration 60F: 3 clusters Score -781478.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -781480.500000 Penalty: 4600.587891
	Iteration 61Q: 3 clusters Score -781480.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -781484.437500 Penalty: 4600.587891
	Iteration 62Q: 3 clusters Score -781484.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -781483.875000 Penalty: 4600.587891
	Iteration 63Q: 3 clusters Score -781483.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -781487.500000 Penalty: 4600.587891
	Iteration 64Q: 3 clusters Score -781487.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -781489.312500 Penalty: 4600.587891
	Iteration 65Q: 3 clusters Score -781489.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -781490.187500 Penalty: 4600.587891
	Iteration 66Q: 3 clusters Score -781490.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -781490.062500 Penalty: 4600.587891
	Iteration 67Q: 3 clusters Score -781490.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -781491.812500 Penalty: 4600.587891
	Iteration 68Q: 3 clusters Score -781491.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -781493.687500 Penalty: 4600.587891
	Iteration 69Q: 3 clusters Score -781493.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -781492.250000 Penalty: 4600.587891
	Iteration 70Q: 3 clusters Score -781492.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -781495.312500 Penalty: 4600.587891
	Iteration 71Q: 3 clusters Score -781495.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -781498.062500 Penalty: 4600.587891
	Iteration 72Q: 3 clusters Score -781498.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -781500.500000 Penalty: 4600.587891
	Iteration 73Q: 3 clusters Score -781500.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -781502.437500 Penalty: 4600.587891
	Iteration 74Q: 3 clusters Score -781502.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -781502.812500 Penalty: 4600.587891
	Iteration 75Q: 3 clusters Score -781502.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -781503.312500 Penalty: 4600.587891
	Iteration 76Q: 3 clusters Score -781503.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -781503.687500 Penalty: 4600.587891
	Iteration 77Q: 3 clusters Score -781503.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -781506.125000 Penalty: 4600.587891
	Iteration 78Q: 3 clusters Score -781506.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -781506.500000 Penalty: 4600.587891
	Iteration 79Q: 3 clusters Score -781506.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -781507.375000 Penalty: 4600.587891
	Iteration 80F: 3 clusters Score -781507.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -781508.687500 Penalty: 4600.587891
	Iteration 81Q: 3 clusters Score -781508.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -781511.625000 Penalty: 4600.587891
	Iteration 82Q: 3 clusters Score -781511.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -781517.750000 Penalty: 4600.587891
	Iteration 83Q: 3 clusters Score -781517.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -781518.875000 Penalty: 4600.587891
	Iteration 84Q: 3 clusters Score -781518.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -781519.250000 Penalty: 4600.587891
	Iteration 85Q: 3 clusters Score -781519.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -781522.250000 Penalty: 4600.587891
	Iteration 86Q: 3 clusters Score -781522.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -781524.250000 Penalty: 4600.587891
	Iteration 87Q: 3 clusters Score -781524.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -781524.437500 Penalty: 4600.587891
	Iteration 88Q: 3 clusters Score -781524.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -781528.000000 Penalty: 4600.587891
	Iteration 89Q: 3 clusters Score -781528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -781530.000000 Penalty: 4600.587891
	Iteration 90Q: 3 clusters Score -781530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -781528.375000 Penalty: 4600.587891
	Iteration 91Q: 3 clusters Score -781528.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -781528.562500 Penalty: 4600.587891
	Iteration 92Q: 3 clusters Score -781528.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -781529.687500 Penalty: 4600.587891
	Iteration 93Q: 3 clusters Score -781529.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -781529.687500 Penalty: 4600.587891
	Iteration 94F: 3 clusters Score -781529.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Entering Unmasked Estep 
Score: -1467059.250000 Penalty: 2357.946533
	Iteration 0F: 2 clusters Score -1467059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1457143.875000 Penalty: 4715.893066
	Iteration 0F: 3 clusters Score -1457144 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1460107.375000 Penalty: 4715.893066
	Iteration 1F: 3 clusters Score -1460107 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1460431.875000 Penalty: 4715.893066
	Iteration 2F: 3 clusters Score -1460432 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1460649.250000 Penalty: 4715.893066
	Iteration 3Q: 3 clusters Score -1460649 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1460816.375000 Penalty: 4715.893066
	Iteration 4Q: 3 clusters Score -1460816 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1460936.250000 Penalty: 4715.893066
	Iteration 5Q: 3 clusters Score -1460936 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1461029.000000 Penalty: 4715.893066
	Iteration 6Q: 3 clusters Score -1461029 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1461089.750000 Penalty: 4715.893066
	Iteration 7Q: 3 clusters Score -1461090 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1461142.875000 Penalty: 4715.893066
	Iteration 8Q: 3 clusters Score -1461143 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1461186.250000 Penalty: 4715.893066
	Iteration 9Q: 3 clusters Score -1461186 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1461222.625000 Penalty: 4715.893066
	Iteration 10Q: 3 clusters Score -1461223 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1461263.125000 Penalty: 4715.893066
	Iteration 11Q: 3 clusters Score -1461263 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1461297.250000 Penalty: 4715.893066
	Iteration 12Q: 3 clusters Score -1461297 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1461327.625000 Penalty: 4715.893066
	Iteration 13Q: 3 clusters Score -1461328 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1461345.250000 Penalty: 4715.893066
	Iteration 14Q: 3 clusters Score -1461345 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1461366.625000 Penalty: 4715.893066
	Iteration 15Q: 3 clusters Score -1461367 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1461388.500000 Penalty: 4715.893066
	Iteration 16Q: 3 clusters Score -1461388 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1461405.500000 Penalty: 4715.893066
	Iteration 17Q: 3 clusters Score -1461406 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1461424.125000 Penalty: 4715.893066
	Iteration 18Q: 3 clusters Score -1461424 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1461448.625000 Penalty: 4715.893066
	Iteration 19Q: 3 clusters Score -1461449 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1461481.000000 Penalty: 4715.893066
	Iteration 20F: 3 clusters Score -1461481 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1461513.125000 Penalty: 4715.893066
	Iteration 21Q: 3 clusters Score -1461513 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1461556.750000 Penalty: 4715.893066
	Iteration 22Q: 3 clusters Score -1461557 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1461615.375000 Penalty: 4715.893066
	Iteration 23Q: 3 clusters Score -1461615 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1461698.375000 Penalty: 4715.893066
	Iteration 24Q: 3 clusters Score -1461698 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1461784.500000 Penalty: 4715.893066
	Iteration 25Q: 3 clusters Score -1461784 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1461889.375000 Penalty: 4715.893066
	Iteration 26Q: 3 clusters Score -1461889 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1462001.750000 Penalty: 4715.893066
	Iteration 27Q: 3 clusters Score -1462002 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1462152.750000 Penalty: 4715.893066
	Iteration 28Q: 3 clusters Score -1462153 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1462353.375000 Penalty: 4715.893066
	Iteration 29Q: 3 clusters Score -1462353 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1462633.875000 Penalty: 4715.893066
	Iteration 30Q: 3 clusters Score -1462634 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1463037.375000 Penalty: 4715.893066
	Iteration 31Q: 3 clusters Score -1463037 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1463516.250000 Penalty: 4715.893066
	Iteration 32Q: 3 clusters Score -1463516 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1463977.750000 Penalty: 4715.893066
	Iteration 33Q: 3 clusters Score -1463978 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1464328.250000 Penalty: 4715.893066
	Iteration 34Q: 3 clusters Score -1464328 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1464575.875000 Penalty: 4715.893066
	Iteration 35Q: 3 clusters Score -1464576 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1464733.875000 Penalty: 4715.893066
	Iteration 36Q: 3 clusters Score -1464734 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1464854.375000 Penalty: 4715.893066
	Iteration 37Q: 3 clusters Score -1464854 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1464939.625000 Penalty: 4715.893066
	Iteration 38Q: 3 clusters Score -1464940 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1464996.625000 Penalty: 4715.893066
	Iteration 39Q: 3 clusters Score -1464997 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1465050.000000 Penalty: 4715.893066
	Iteration 40F: 3 clusters Score -1465050 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1465082.000000 Penalty: 4715.893066
	Iteration 41Q: 3 clusters Score -1465082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1465099.375000 Penalty: 4715.893066
	Iteration 42Q: 3 clusters Score -1465099 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1465118.375000 Penalty: 4715.893066
	Iteration 43Q: 3 clusters Score -1465118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1465128.250000 Penalty: 4715.893066
	Iteration 44Q: 3 clusters Score -1465128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1465139.875000 Penalty: 4715.893066
	Iteration 45Q: 3 clusters Score -1465140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1465149.625000 Penalty: 4715.893066
	Iteration 46Q: 3 clusters Score -1465150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1465154.500000 Penalty: 4715.893066
	Iteration 47Q: 3 clusters Score -1465154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1465156.750000 Penalty: 4715.893066
	Iteration 48Q: 3 clusters Score -1465157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1465157.125000 Penalty: 4715.893066
	Iteration 49Q: 3 clusters Score -1465157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1465158.625000 Penalty: 4715.893066
	Iteration 50Q: 3 clusters Score -1465159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1465157.250000 Penalty: 4715.893066
	Iteration 51Q: 3 clusters Score -1465157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1465160.125000 Penalty: 4715.893066
	Iteration 52Q: 3 clusters Score -1465160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1465164.125000 Penalty: 4715.893066
	Iteration 53Q: 3 clusters Score -1465164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1465163.750000 Penalty: 4715.893066
	Iteration 54Q: 3 clusters Score -1465164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1465164.750000 Penalty: 4715.893066
	Iteration 55Q: 3 clusters Score -1465165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1465165.250000 Penalty: 4715.893066
	Iteration 56Q: 3 clusters Score -1465165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1465165.250000 Penalty: 4715.893066
	Iteration 57F: 3 clusters Score -1465165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -95693.593750 Penalty: 1700.924072
	Iteration 0F: 2 clusters Score -95693.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -93833.914062 Penalty: 3401.848145
	Iteration 0F: 3 clusters Score -93833.91 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -94075.335938 Penalty: 3401.848145
	Iteration 1F: 3 clusters Score -94075.34 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -94162.546875 Penalty: 3401.848145
	Iteration 2F: 3 clusters Score -94162.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -94194.101562 Penalty: 3401.848145
	Iteration 3Q: 3 clusters Score -94194.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -94220.617188 Penalty: 3401.848145
	Iteration 4Q: 3 clusters Score -94220.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -94241.179688 Penalty: 3401.848145
	Iteration 5Q: 3 clusters Score -94241.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -94259.937500 Penalty: 3401.848145
	Iteration 6Q: 3 clusters Score -94259.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -94278.210938 Penalty: 3401.848145
	Iteration 7Q: 3 clusters Score -94278.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -94292.343750 Penalty: 3401.848145
	Iteration 8Q: 3 clusters Score -94292.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -94298.078125 Penalty: 3401.848145
	Iteration 9Q: 3 clusters Score -94298.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -94308.804688 Penalty: 3401.848145
	Iteration 10Q: 3 clusters Score -94308.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -94317.445312 Penalty: 3401.848145
	Iteration 11Q: 3 clusters Score -94317.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -94328.000000 Penalty: 3401.848145
	Iteration 12Q: 3 clusters Score -94328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -94332.773438 Penalty: 3401.848145
	Iteration 13Q: 3 clusters Score -94332.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -94334.476562 Penalty: 3401.848145
	Iteration 14Q: 3 clusters Score -94334.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -94339.742188 Penalty: 3401.848145
	Iteration 15Q: 3 clusters Score -94339.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -94350.312500 Penalty: 3401.848145
	Iteration 16Q: 3 clusters Score -94350.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -94373.015625 Penalty: 3401.848145
	Iteration 17Q: 3 clusters Score -94373.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -94385.007812 Penalty: 3401.848145
	Iteration 18Q: 3 clusters Score -94385.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -94392.250000 Penalty: 3401.848145
	Iteration 19Q: 3 clusters Score -94392.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -94399.429688 Penalty: 3401.848145
	Iteration 20F: 3 clusters Score -94399.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -94403.445312 Penalty: 3401.848145
	Iteration 21Q: 3 clusters Score -94403.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -94405.421875 Penalty: 3401.848145
	Iteration 22Q: 3 clusters Score -94405.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -94408.203125 Penalty: 3401.848145
	Iteration 23Q: 3 clusters Score -94408.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -94408.203125 Penalty: 3401.848145
	Iteration 24F: 3 clusters Score -94408.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (90190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90190 members 
Entering Unmasked Estep 
Score: -9838350.000000 Penalty: 2829.599121
	Iteration 0F: 2 clusters Score -9838350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -9778463.000000 Penalty: 5659.198242
	Iteration 0F: 3 clusters Score -9778463 nChanged 42400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -9802425.000000 Penalty: 5659.198242
	Iteration 1F: 3 clusters Score -9802425 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 48196 members 
Entering Unmasked Estep 
Score: -9803240.000000 Penalty: 5659.198242
	Iteration 2Q: 3 clusters Score -9803240 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -9804180.000000 Penalty: 5659.198242
	Iteration 3Q: 3 clusters Score -9804180 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 52235 members 
Entering Unmasked Estep 
Score: -9805401.000000 Penalty: 5659.198242
	Iteration 4Q: 3 clusters Score -9805401 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 55670 members 
Entering Unmasked Estep 
Score: -9807408.000000 Penalty: 5659.198242
	Iteration 5Q: 3 clusters Score -9807408 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 60380 members 
Entering Unmasked Estep 
Score: -9810424.000000 Penalty: 5659.198242
	Iteration 6F: 3 clusters Score -9810424 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 66281 members 
Entering Unmasked Estep 
Score: -9814811.000000 Penalty: 5659.198242
	Iteration 7F: 3 clusters Score -9814811 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 72850 members 
Entering Unmasked Estep 
Score: -9820299.000000 Penalty: 5659.198242
	Iteration 8F: 3 clusters Score -9820299 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 79091 members 
Entering Unmasked Estep 
Score: -9825828.000000 Penalty: 5659.198242
	Iteration 9F: 3 clusters Score -9825828 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 83863 members 
Entering Unmasked Estep 
Score: -9830179.000000 Penalty: 5659.198242
	Iteration 10F: 3 clusters Score -9830179 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 87000 members 
Entering Unmasked Estep 
Score: -9833074.000000 Penalty: 5659.198242
	Iteration 11Q: 3 clusters Score -9833074 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 88680 members 
Entering Unmasked Estep 
Score: -9834512.000000 Penalty: 5659.198242
	Iteration 12Q: 3 clusters Score -9834512 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 89423 members 
Entering Unmasked Estep 
Score: -9835236.000000 Penalty: 5659.198242
	Iteration 13Q: 3 clusters Score -9835236 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 89697 members 
Entering Unmasked Estep 
Score: -9835501.000000 Penalty: 5659.198242
	Iteration 14Q: 3 clusters Score -9835501 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 89807 members 
Entering Unmasked Estep 
Score: -9835630.000000 Penalty: 5659.198242
	Iteration 15Q: 3 clusters Score -9835630 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 89860 members 
Entering Unmasked Estep 
Score: -9835713.000000 Penalty: 5659.198242
	Iteration 16Q: 3 clusters Score -9835713 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 89880 members 
Entering Unmasked Estep 
Score: -9835758.000000 Penalty: 5659.198242
	Iteration 17Q: 3 clusters Score -9835758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 89889 members 
Entering Unmasked Estep 
Score: -9835775.000000 Penalty: 5659.198242
	Iteration 18Q: 3 clusters Score -9835775 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 89900 members 
Entering Unmasked Estep 
Score: -9835814.000000 Penalty: 5659.198242
	Iteration 19Q: 3 clusters Score -9835814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 89907 members 
Entering Unmasked Estep 
Score: -9835823.000000 Penalty: 5659.198242
	Iteration 20F: 3 clusters Score -9835823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 89914 members 
Entering Unmasked Estep 
Score: -9835825.000000 Penalty: 5659.198242
	Iteration 21Q: 3 clusters Score -9835825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 89916 members 
Entering Unmasked Estep 
Score: -9835827.000000 Penalty: 5659.198242
	Iteration 22Q: 3 clusters Score -9835827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 89918 members 
Entering Unmasked Estep 
Score: -9835827.000000 Penalty: 5659.198242
	Iteration 23Q: 3 clusters Score -9835827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 89920 members 
Entering Unmasked Estep 
Score: -9835838.000000 Penalty: 5659.198242
	Iteration 24Q: 3 clusters Score -9835838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 89921 members 
Entering Unmasked Estep 
Score: -9835841.000000 Penalty: 5659.198242
	Iteration 25Q: 3 clusters Score -9835841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 89923 members 
Entering Unmasked Estep 
Score: -9835847.000000 Penalty: 5659.198242
	Iteration 26Q: 3 clusters Score -9835847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 89924 members 
Entering Unmasked Estep 
Score: -9835853.000000 Penalty: 5659.198242
	Iteration 27Q: 3 clusters Score -9835853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 89926 members 
Entering Unmasked Estep 
Score: -9835855.000000 Penalty: 5659.198242
	Iteration 28Q: 3 clusters Score -9835855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 89928 members 
Entering Unmasked Estep 
Score: -9835859.000000 Penalty: 5659.198242
	Iteration 29Q: 3 clusters Score -9835859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 89928 members 
Entering Unmasked Estep 
Score: -9835860.000000 Penalty: 5659.198242
	Iteration 30Q: 3 clusters Score -9835860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 89929 members 
Entering Unmasked Estep 
Score: -9835857.000000 Penalty: 5659.198242
	Iteration 31Q: 3 clusters Score -9835857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 89929 members 
Entering Unmasked Estep 
Score: -9835857.000000 Penalty: 5659.198242
	Iteration 32F: 3 clusters Score -9835857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (29410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Entering Unmasked Estep 
Score: -3193013.250000 Penalty: 2551.694336
	Iteration 0F: 2 clusters Score -3193013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -3172812.750000 Penalty: 5103.388672
	Iteration 0F: 3 clusters Score -3172813 nChanged 13300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -3180393.750000 Penalty: 5103.388672
	Iteration 1F: 3 clusters Score -3180394 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -3181204.750000 Penalty: 5103.388672
	Iteration 2F: 3 clusters Score -3181205 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -3182261.500000 Penalty: 5103.388672
	Iteration 3F: 3 clusters Score -3182262 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -3183597.250000 Penalty: 5103.388672
	Iteration 4F: 3 clusters Score -3183597 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -3185219.750000 Penalty: 5103.388672
	Iteration 5F: 3 clusters Score -3185220 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -3186686.500000 Penalty: 5103.388672
	Iteration 6F: 3 clusters Score -3186686 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -3187892.750000 Penalty: 5103.388672
	Iteration 7F: 3 clusters Score -3187893 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -3188814.500000 Penalty: 5103.388672
	Iteration 8Q: 3 clusters Score -3188814 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -3189449.500000 Penalty: 5103.388672
	Iteration 9Q: 3 clusters Score -3189450 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -3189978.000000 Penalty: 5103.388672
	Iteration 10Q: 3 clusters Score -3189978 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -3190397.750000 Penalty: 5103.388672
	Iteration 11Q: 3 clusters Score -3190398 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -3190778.750000 Penalty: 5103.388672
	Iteration 12Q: 3 clusters Score -3190779 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -3191153.250000 Penalty: 5103.388672
	Iteration 13Q: 3 clusters Score -3191153 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -3191454.750000 Penalty: 5103.388672
	Iteration 14Q: 3 clusters Score -3191455 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -3191673.000000 Penalty: 5103.388672
	Iteration 15Q: 3 clusters Score -3191673 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -3191789.500000 Penalty: 5103.388672
	Iteration 16Q: 3 clusters Score -3191790 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -3191854.250000 Penalty: 5103.388672
	Iteration 17Q: 3 clusters Score -3191854 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -3191894.750000 Penalty: 5103.388672
	Iteration 18Q: 3 clusters Score -3191895 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -3191924.500000 Penalty: 5103.388672
	Iteration 19Q: 3 clusters Score -3191924 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3191934.750000 Penalty: 5103.388672
	Iteration 20F: 3 clusters Score -3191935 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3191938.500000 Penalty: 5103.388672
	Iteration 21Q: 3 clusters Score -3191938 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3191943.500000 Penalty: 5103.388672
	Iteration 22Q: 3 clusters Score -3191944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -3191959.000000 Penalty: 5103.388672
	Iteration 23Q: 3 clusters Score -3191959 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3191965.750000 Penalty: 5103.388672
	Iteration 24Q: 3 clusters Score -3191966 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3191972.750000 Penalty: 5103.388672
	Iteration 25Q: 3 clusters Score -3191973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3191983.000000 Penalty: 5103.388672
	Iteration 26Q: 3 clusters Score -3191983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -3191992.000000 Penalty: 5103.388672
	Iteration 27Q: 3 clusters Score -3191992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3191988.750000 Penalty: 5103.388672
	Iteration 28Q: 3 clusters Score -3191989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3191995.750000 Penalty: 5103.388672
	Iteration 29Q: 3 clusters Score -3191996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3191999.000000 Penalty: 5103.388672
	Iteration 30Q: 3 clusters Score -3191999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3191999.000000 Penalty: 5103.388672
	Iteration 31Q: 3 clusters Score -3191999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3192001.000000 Penalty: 5103.388672
	Iteration 32Q: 3 clusters Score -3192001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3192009.000000 Penalty: 5103.388672
	Iteration 33Q: 3 clusters Score -3192009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3192012.250000 Penalty: 5103.388672
	Iteration 34Q: 3 clusters Score -3192012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3192008.250000 Penalty: 5103.388672
	Iteration 35Q: 3 clusters Score -3192008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3192007.750000 Penalty: 5103.388672
	Iteration 36Q: 3 clusters Score -3192008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3192007.500000 Penalty: 5103.388672
	Iteration 37Q: 3 clusters Score -3192008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3192005.750000 Penalty: 5103.388672
	Iteration 38Q: 3 clusters Score -3192006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3192008.000000 Penalty: 5103.388672
	Iteration 39Q: 3 clusters Score -3192008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3192011.500000 Penalty: 5103.388672
	Iteration 40F: 3 clusters Score -3192012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3192009.500000 Penalty: 5103.388672
	Iteration 41Q: 3 clusters Score -3192010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3192011.750000 Penalty: 5103.388672
	Iteration 42Q: 3 clusters Score -3192012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3192015.500000 Penalty: 5103.388672
	Iteration 43Q: 3 clusters Score -3192016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3192016.750000 Penalty: 5103.388672
	Iteration 44Q: 3 clusters Score -3192017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3192015.750000 Penalty: 5103.388672
	Iteration 45Q: 3 clusters Score -3192016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3192014.250000 Penalty: 5103.388672
	Iteration 46Q: 3 clusters Score -3192014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3192011.500000 Penalty: 5103.388672
	Iteration 47Q: 3 clusters Score -3192012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3192013.750000 Penalty: 5103.388672
	Iteration 48Q: 3 clusters Score -3192014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3192016.500000 Penalty: 5103.388672
	Iteration 49Q: 3 clusters Score -3192016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3192021.000000 Penalty: 5103.388672
	Iteration 50Q: 3 clusters Score -3192021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3192014.500000 Penalty: 5103.388672
	Iteration 51Q: 3 clusters Score -3192014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3192013.750000 Penalty: 5103.388672
	Iteration 52Q: 3 clusters Score -3192014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3192016.250000 Penalty: 5103.388672
	Iteration 53Q: 3 clusters Score -3192016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3192017.500000 Penalty: 5103.388672
	Iteration 54Q: 3 clusters Score -3192018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3192017.750000 Penalty: 5103.388672
	Iteration 55Q: 3 clusters Score -3192018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3192014.500000 Penalty: 5103.388672
	Iteration 56Q: 3 clusters Score -3192014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3192018.000000 Penalty: 5103.388672
	Iteration 57Q: 3 clusters Score -3192018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3192018.000000 Penalty: 5103.388672
	Iteration 58F: 3 clusters Score -3192018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Entering Unmasked Estep 
Score: -922121.125000 Penalty: 2267.496582
	Iteration 0F: 2 clusters Score -922121.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -914841.000000 Penalty: 4534.993164
	Iteration 0F: 3 clusters Score -914841 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -916971.562500 Penalty: 4534.993164
	Iteration 1F: 3 clusters Score -916971.6 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -917377.812500 Penalty: 4534.993164
	Iteration 2F: 3 clusters Score -917377.8 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -917730.187500 Penalty: 4534.993164
	Iteration 3F: 3 clusters Score -917730.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -918036.125000 Penalty: 4534.993164
	Iteration 4F: 3 clusters Score -918036.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -918281.062500 Penalty: 4534.993164
	Iteration 5Q: 3 clusters Score -918281.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -918489.437500 Penalty: 4534.993164
	Iteration 6Q: 3 clusters Score -918489.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -918649.562500 Penalty: 4534.993164
	Iteration 7Q: 3 clusters Score -918649.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -918760.375000 Penalty: 4534.993164
	Iteration 8Q: 3 clusters Score -918760.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -918854.625000 Penalty: 4534.993164
	Iteration 9Q: 3 clusters Score -918854.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -918937.250000 Penalty: 4534.993164
	Iteration 10Q: 3 clusters Score -918937.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -919012.187500 Penalty: 4534.993164
	Iteration 11Q: 3 clusters Score -919012.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -919073.812500 Penalty: 4534.993164
	Iteration 12Q: 3 clusters Score -919073.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -919135.000000 Penalty: 4534.993164
	Iteration 13Q: 3 clusters Score -919135 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -919184.000000 Penalty: 4534.993164
	Iteration 14Q: 3 clusters Score -919184 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -919232.000000 Penalty: 4534.993164
	Iteration 15Q: 3 clusters Score -919232 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -919271.562500 Penalty: 4534.993164
	Iteration 16Q: 3 clusters Score -919271.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -919311.875000 Penalty: 4534.993164
	Iteration 17Q: 3 clusters Score -919311.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -919352.937500 Penalty: 4534.993164
	Iteration 18Q: 3 clusters Score -919352.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -919396.062500 Penalty: 4534.993164
	Iteration 19Q: 3 clusters Score -919396.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -919435.062500 Penalty: 4534.993164
	Iteration 20F: 3 clusters Score -919435.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -919466.500000 Penalty: 4534.993164
	Iteration 21Q: 3 clusters Score -919466.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -919492.625000 Penalty: 4534.993164
	Iteration 22Q: 3 clusters Score -919492.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -919522.500000 Penalty: 4534.993164
	Iteration 23Q: 3 clusters Score -919522.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -919549.625000 Penalty: 4534.993164
	Iteration 24Q: 3 clusters Score -919549.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -919577.375000 Penalty: 4534.993164
	Iteration 25Q: 3 clusters Score -919577.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -919606.875000 Penalty: 4534.993164
	Iteration 26Q: 3 clusters Score -919606.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -919638.312500 Penalty: 4534.993164
	Iteration 27Q: 3 clusters Score -919638.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -919667.375000 Penalty: 4534.993164
	Iteration 28Q: 3 clusters Score -919667.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -919693.875000 Penalty: 4534.993164
	Iteration 29Q: 3 clusters Score -919693.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -919721.687500 Penalty: 4534.993164
	Iteration 30Q: 3 clusters Score -919721.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -919746.500000 Penalty: 4534.993164
	Iteration 31Q: 3 clusters Score -919746.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -919771.250000 Penalty: 4534.993164
	Iteration 32Q: 3 clusters Score -919771.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -919788.625000 Penalty: 4534.993164
	Iteration 33Q: 3 clusters Score -919788.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -919809.625000 Penalty: 4534.993164
	Iteration 34Q: 3 clusters Score -919809.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -919830.937500 Penalty: 4534.993164
	Iteration 35Q: 3 clusters Score -919830.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -919847.875000 Penalty: 4534.993164
	Iteration 36Q: 3 clusters Score -919847.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -919862.187500 Penalty: 4534.993164
	Iteration 37Q: 3 clusters Score -919862.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -919875.125000 Penalty: 4534.993164
	Iteration 38Q: 3 clusters Score -919875.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -919893.750000 Penalty: 4534.993164
	Iteration 39Q: 3 clusters Score -919893.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -919909.312500 Penalty: 4534.993164
	Iteration 40F: 3 clusters Score -919909.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -919924.875000 Penalty: 4534.993164
	Iteration 41Q: 3 clusters Score -919924.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -919941.687500 Penalty: 4534.993164
	Iteration 42Q: 3 clusters Score -919941.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -919965.250000 Penalty: 4534.993164
	Iteration 43Q: 3 clusters Score -919965.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -919988.937500 Penalty: 4534.993164
	Iteration 44Q: 3 clusters Score -919988.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -920004.750000 Penalty: 4534.993164
	Iteration 45Q: 3 clusters Score -920004.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -920016.500000 Penalty: 4534.993164
	Iteration 46Q: 3 clusters Score -920016.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -920028.062500 Penalty: 4534.993164
	Iteration 47Q: 3 clusters Score -920028.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -920040.750000 Penalty: 4534.993164
	Iteration 48Q: 3 clusters Score -920040.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -920049.375000 Penalty: 4534.993164
	Iteration 49Q: 3 clusters Score -920049.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -920062.812500 Penalty: 4534.993164
	Iteration 50Q: 3 clusters Score -920062.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -920069.875000 Penalty: 4534.993164
	Iteration 51Q: 3 clusters Score -920069.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -920080.750000 Penalty: 4534.993164
	Iteration 52Q: 3 clusters Score -920080.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -920094.437500 Penalty: 4534.993164
	Iteration 53Q: 3 clusters Score -920094.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -920102.250000 Penalty: 4534.993164
	Iteration 54Q: 3 clusters Score -920102.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -920112.062500 Penalty: 4534.993164
	Iteration 55Q: 3 clusters Score -920112.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -920119.312500 Penalty: 4534.993164
	Iteration 56Q: 3 clusters Score -920119.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -920129.937500 Penalty: 4534.993164
	Iteration 57Q: 3 clusters Score -920129.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -920142.625000 Penalty: 4534.993164
	Iteration 58Q: 3 clusters Score -920142.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -920146.687500 Penalty: 4534.993164
	Iteration 59Q: 3 clusters Score -920146.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -920151.437500 Penalty: 4534.993164
	Iteration 60F: 3 clusters Score -920151.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -920157.562500 Penalty: 4534.993164
	Iteration 61Q: 3 clusters Score -920157.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -920167.812500 Penalty: 4534.993164
	Iteration 62Q: 3 clusters Score -920167.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -920178.687500 Penalty: 4534.993164
	Iteration 63Q: 3 clusters Score -920178.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -920186.625000 Penalty: 4534.993164
	Iteration 64Q: 3 clusters Score -920186.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -920197.625000 Penalty: 4534.993164
	Iteration 65Q: 3 clusters Score -920197.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -920204.437500 Penalty: 4534.993164
	Iteration 66Q: 3 clusters Score -920204.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -920209.750000 Penalty: 4534.993164
	Iteration 67Q: 3 clusters Score -920209.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -920210.750000 Penalty: 4534.993164
	Iteration 68Q: 3 clusters Score -920210.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -920213.562500 Penalty: 4534.993164
	Iteration 69Q: 3 clusters Score -920213.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -920217.687500 Penalty: 4534.993164
	Iteration 70Q: 3 clusters Score -920217.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -920226.937500 Penalty: 4534.993164
	Iteration 71Q: 3 clusters Score -920226.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -920232.000000 Penalty: 4534.993164
	Iteration 72Q: 3 clusters Score -920232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -920239.062500 Penalty: 4534.993164
	Iteration 73Q: 3 clusters Score -920239.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -920249.187500 Penalty: 4534.993164
	Iteration 74Q: 3 clusters Score -920249.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -920255.375000 Penalty: 4534.993164
	Iteration 75Q: 3 clusters Score -920255.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -920262.062500 Penalty: 4534.993164
	Iteration 76Q: 3 clusters Score -920262.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -920264.500000 Penalty: 4534.993164
	Iteration 77Q: 3 clusters Score -920264.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -920271.437500 Penalty: 4534.993164
	Iteration 78Q: 3 clusters Score -920271.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -920287.000000 Penalty: 4534.993164
	Iteration 79Q: 3 clusters Score -920287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -920295.750000 Penalty: 4534.993164
	Iteration 80F: 3 clusters Score -920295.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -920307.687500 Penalty: 4534.993164
	Iteration 81Q: 3 clusters Score -920307.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -920319.375000 Penalty: 4534.993164
	Iteration 82Q: 3 clusters Score -920319.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -920331.187500 Penalty: 4534.993164
	Iteration 83Q: 3 clusters Score -920331.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -920337.500000 Penalty: 4534.993164
	Iteration 84Q: 3 clusters Score -920337.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -920344.000000 Penalty: 4534.993164
	Iteration 85Q: 3 clusters Score -920344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -920352.312500 Penalty: 4534.993164
	Iteration 86Q: 3 clusters Score -920352.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -920356.000000 Penalty: 4534.993164
	Iteration 87Q: 3 clusters Score -920356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -920359.875000 Penalty: 4534.993164
	Iteration 88Q: 3 clusters Score -920359.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -920360.625000 Penalty: 4534.993164
	Iteration 89Q: 3 clusters Score -920360.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -920364.375000 Penalty: 4534.993164
	Iteration 90Q: 3 clusters Score -920364.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -920367.312500 Penalty: 4534.993164
	Iteration 91Q: 3 clusters Score -920367.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -920369.375000 Penalty: 4534.993164
	Iteration 92Q: 3 clusters Score -920369.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -920369.875000 Penalty: 4534.993164
	Iteration 93Q: 3 clusters Score -920369.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -920369.875000 Penalty: 4534.993164
	Iteration 94Q: 3 clusters Score -920369.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -920369.875000 Penalty: 4534.993164
	Iteration 95F: 3 clusters Score -920369.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Entering Unmasked Estep 
Score: -560576.812500 Penalty: 2162.755127
	Iteration 0F: 2 clusters Score -560576.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -555352.687500 Penalty: 4325.510254
	Iteration 0F: 3 clusters Score -555352.7 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -556707.000000 Penalty: 4325.510254
	Iteration 1F: 3 clusters Score -556707 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -556992.312500 Penalty: 4325.510254
	Iteration 2F: 3 clusters Score -556992.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -557228.687500 Penalty: 4325.510254
	Iteration 3F: 3 clusters Score -557228.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -557434.312500 Penalty: 4325.510254
	Iteration 4F: 3 clusters Score -557434.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -557607.625000 Penalty: 4325.510254
	Iteration 5Q: 3 clusters Score -557607.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -557729.062500 Penalty: 4325.510254
	Iteration 6Q: 3 clusters Score -557729.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -557829.187500 Penalty: 4325.510254
	Iteration 7Q: 3 clusters Score -557829.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -557927.750000 Penalty: 4325.510254
	Iteration 8Q: 3 clusters Score -557927.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -558005.187500 Penalty: 4325.510254
	Iteration 9Q: 3 clusters Score -558005.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -558062.937500 Penalty: 4325.510254
	Iteration 10Q: 3 clusters Score -558062.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -558121.562500 Penalty: 4325.510254
	Iteration 11Q: 3 clusters Score -558121.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -558210.000000 Penalty: 4325.510254
	Iteration 12Q: 3 clusters Score -558210 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -558297.875000 Penalty: 4325.510254
	Iteration 13Q: 3 clusters Score -558297.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -558360.125000 Penalty: 4325.510254
	Iteration 14Q: 3 clusters Score -558360.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -558413.937500 Penalty: 4325.510254
	Iteration 15Q: 3 clusters Score -558413.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -558458.437500 Penalty: 4325.510254
	Iteration 16Q: 3 clusters Score -558458.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -558505.812500 Penalty: 4325.510254
	Iteration 17Q: 3 clusters Score -558505.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -558561.437500 Penalty: 4325.510254
	Iteration 18Q: 3 clusters Score -558561.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -558602.562500 Penalty: 4325.510254
	Iteration 19Q: 3 clusters Score -558602.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -558636.750000 Penalty: 4325.510254
	Iteration 20F: 3 clusters Score -558636.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -558669.562500 Penalty: 4325.510254
	Iteration 21Q: 3 clusters Score -558669.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -558694.875000 Penalty: 4325.510254
	Iteration 22Q: 3 clusters Score -558694.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -558717.187500 Penalty: 4325.510254
	Iteration 23Q: 3 clusters Score -558717.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -558750.875000 Penalty: 4325.510254
	Iteration 24Q: 3 clusters Score -558750.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -558780.625000 Penalty: 4325.510254
	Iteration 25Q: 3 clusters Score -558780.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -558803.000000 Penalty: 4325.510254
	Iteration 26Q: 3 clusters Score -558803 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -558819.000000 Penalty: 4325.510254
	Iteration 27Q: 3 clusters Score -558819 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -558833.312500 Penalty: 4325.510254
	Iteration 28Q: 3 clusters Score -558833.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -558844.187500 Penalty: 4325.510254
	Iteration 29Q: 3 clusters Score -558844.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -558855.937500 Penalty: 4325.510254
	Iteration 30Q: 3 clusters Score -558855.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -558866.000000 Penalty: 4325.510254
	Iteration 31Q: 3 clusters Score -558866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -558873.750000 Penalty: 4325.510254
	Iteration 32Q: 3 clusters Score -558873.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -558884.500000 Penalty: 4325.510254
	Iteration 33Q: 3 clusters Score -558884.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -558897.187500 Penalty: 4325.510254
	Iteration 34Q: 3 clusters Score -558897.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -558907.000000 Penalty: 4325.510254
	Iteration 35Q: 3 clusters Score -558907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -558915.000000 Penalty: 4325.510254
	Iteration 36Q: 3 clusters Score -558915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -558921.375000 Penalty: 4325.510254
	Iteration 37Q: 3 clusters Score -558921.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -558929.687500 Penalty: 4325.510254
	Iteration 38Q: 3 clusters Score -558929.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -558931.375000 Penalty: 4325.510254
	Iteration 39Q: 3 clusters Score -558931.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -558934.437500 Penalty: 4325.510254
	Iteration 40F: 3 clusters Score -558934.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -558939.687500 Penalty: 4325.510254
	Iteration 41Q: 3 clusters Score -558939.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -558941.500000 Penalty: 4325.510254
	Iteration 42Q: 3 clusters Score -558941.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -558943.062500 Penalty: 4325.510254
	Iteration 43Q: 3 clusters Score -558943.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -558943.500000 Penalty: 4325.510254
	Iteration 44Q: 3 clusters Score -558943.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -558945.312500 Penalty: 4325.510254
	Iteration 45Q: 3 clusters Score -558945.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -558948.812500 Penalty: 4325.510254
	Iteration 46Q: 3 clusters Score -558948.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -558955.000000 Penalty: 4325.510254
	Iteration 47Q: 3 clusters Score -558955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -558956.625000 Penalty: 4325.510254
	Iteration 48Q: 3 clusters Score -558956.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -558956.125000 Penalty: 4325.510254
	Iteration 49Q: 3 clusters Score -558956.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -558956.687500 Penalty: 4325.510254
	Iteration 50Q: 3 clusters Score -558956.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -558957.437500 Penalty: 4325.510254
	Iteration 51Q: 3 clusters Score -558957.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -558958.062500 Penalty: 4325.510254
	Iteration 52Q: 3 clusters Score -558958.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -558958.062500 Penalty: 4325.510254
	Iteration 53F: 3 clusters Score -558958.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Entering Unmasked Estep 
Score: -950343.250000 Penalty: 2253.249512
	Iteration 0F: 2 clusters Score -950343.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -943416.937500 Penalty: 4506.499023
	Iteration 0F: 3 clusters Score -943416.9 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -945582.437500 Penalty: 4506.499023
	Iteration 1F: 3 clusters Score -945582.4 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -946034.437500 Penalty: 4506.499023
	Iteration 2F: 3 clusters Score -946034.4 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -946346.187500 Penalty: 4506.499023
	Iteration 3F: 3 clusters Score -946346.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -946624.750000 Penalty: 4506.499023
	Iteration 4F: 3 clusters Score -946624.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -946926.375000 Penalty: 4506.499023
	Iteration 5F: 3 clusters Score -946926.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -947227.625000 Penalty: 4506.499023
	Iteration 6Q: 3 clusters Score -947227.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -947498.562500 Penalty: 4506.499023
	Iteration 7Q: 3 clusters Score -947498.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -947793.375000 Penalty: 4506.499023
	Iteration 8Q: 3 clusters Score -947793.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -948090.687500 Penalty: 4506.499023
	Iteration 9Q: 3 clusters Score -948090.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -948405.437500 Penalty: 4506.499023
	Iteration 10Q: 3 clusters Score -948405.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -948678.875000 Penalty: 4506.499023
	Iteration 11Q: 3 clusters Score -948678.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -948861.437500 Penalty: 4506.499023
	Iteration 12Q: 3 clusters Score -948861.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -948965.937500 Penalty: 4506.499023
	Iteration 13Q: 3 clusters Score -948965.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -949027.812500 Penalty: 4506.499023
	Iteration 14Q: 3 clusters Score -949027.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -949068.000000 Penalty: 4506.499023
	Iteration 15Q: 3 clusters Score -949068 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -949092.750000 Penalty: 4506.499023
	Iteration 16Q: 3 clusters Score -949092.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -949110.875000 Penalty: 4506.499023
	Iteration 17Q: 3 clusters Score -949110.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -949121.562500 Penalty: 4506.499023
	Iteration 18Q: 3 clusters Score -949121.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -949128.312500 Penalty: 4506.499023
	Iteration 19Q: 3 clusters Score -949128.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -949136.625000 Penalty: 4506.499023
	Iteration 20F: 3 clusters Score -949136.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -949137.437500 Penalty: 4506.499023
	Iteration 21Q: 3 clusters Score -949137.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -949139.937500 Penalty: 4506.499023
	Iteration 22Q: 3 clusters Score -949139.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -949143.750000 Penalty: 4506.499023
	Iteration 23Q: 3 clusters Score -949143.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -949145.187500 Penalty: 4506.499023
	Iteration 24Q: 3 clusters Score -949145.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -949148.687500 Penalty: 4506.499023
	Iteration 25Q: 3 clusters Score -949148.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -949151.750000 Penalty: 4506.499023
	Iteration 26Q: 3 clusters Score -949151.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -949156.625000 Penalty: 4506.499023
	Iteration 27Q: 3 clusters Score -949156.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -949163.625000 Penalty: 4506.499023
	Iteration 28Q: 3 clusters Score -949163.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -949167.312500 Penalty: 4506.499023
	Iteration 29Q: 3 clusters Score -949167.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -949172.312500 Penalty: 4506.499023
	Iteration 30Q: 3 clusters Score -949172.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -949175.812500 Penalty: 4506.499023
	Iteration 31Q: 3 clusters Score -949175.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -949178.000000 Penalty: 4506.499023
	Iteration 32Q: 3 clusters Score -949178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -949180.500000 Penalty: 4506.499023
	Iteration 33Q: 3 clusters Score -949180.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -949182.750000 Penalty: 4506.499023
	Iteration 34Q: 3 clusters Score -949182.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -949187.000000 Penalty: 4506.499023
	Iteration 35Q: 3 clusters Score -949187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -949194.312500 Penalty: 4506.499023
	Iteration 36Q: 3 clusters Score -949194.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -949196.625000 Penalty: 4506.499023
	Iteration 37Q: 3 clusters Score -949196.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -949196.562500 Penalty: 4506.499023
	Iteration 38Q: 3 clusters Score -949196.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -949198.375000 Penalty: 4506.499023
	Iteration 39Q: 3 clusters Score -949198.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -949197.812500 Penalty: 4506.499023
	Iteration 40F: 3 clusters Score -949197.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -949201.375000 Penalty: 4506.499023
	Iteration 41Q: 3 clusters Score -949201.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -949201.250000 Penalty: 4506.499023
	Iteration 42Q: 3 clusters Score -949201.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -949204.750000 Penalty: 4506.499023
	Iteration 43Q: 3 clusters Score -949204.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -949204.500000 Penalty: 4506.499023
	Iteration 44Q: 3 clusters Score -949204.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -949206.187500 Penalty: 4506.499023
	Iteration 45Q: 3 clusters Score -949206.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -949205.625000 Penalty: 4506.499023
	Iteration 46Q: 3 clusters Score -949205.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -949205.312500 Penalty: 4506.499023
	Iteration 47Q: 3 clusters Score -949205.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -949206.937500 Penalty: 4506.499023
	Iteration 48Q: 3 clusters Score -949206.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -949206.937500 Penalty: 4506.499023
	Iteration 49F: 3 clusters Score -949206.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Entering Unmasked Estep 
Score: -1557706.500000 Penalty: 2369.971924
	Iteration 0F: 2 clusters Score -1557706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1547388.000000 Penalty: 4739.943848
	Iteration 0F: 3 clusters Score -1547388 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1550548.250000 Penalty: 4739.943848
	Iteration 1F: 3 clusters Score -1550548 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1550893.375000 Penalty: 4739.943848
	Iteration 2F: 3 clusters Score -1550893 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1551173.500000 Penalty: 4739.943848
	Iteration 3Q: 3 clusters Score -1551174 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1551395.125000 Penalty: 4739.943848
	Iteration 4Q: 3 clusters Score -1551395 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1551583.375000 Penalty: 4739.943848
	Iteration 5Q: 3 clusters Score -1551583 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1551743.750000 Penalty: 4739.943848
	Iteration 6Q: 3 clusters Score -1551744 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1551894.000000 Penalty: 4739.943848
	Iteration 7Q: 3 clusters Score -1551894 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1552058.000000 Penalty: 4739.943848
	Iteration 8Q: 3 clusters Score -1552058 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1552237.375000 Penalty: 4739.943848
	Iteration 9Q: 3 clusters Score -1552237 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1552451.375000 Penalty: 4739.943848
	Iteration 10Q: 3 clusters Score -1552451 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1552717.250000 Penalty: 4739.943848
	Iteration 11Q: 3 clusters Score -1552717 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1553037.125000 Penalty: 4739.943848
	Iteration 12Q: 3 clusters Score -1553037 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1553355.500000 Penalty: 4739.943848
	Iteration 13Q: 3 clusters Score -1553356 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1553675.500000 Penalty: 4739.943848
	Iteration 14Q: 3 clusters Score -1553676 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1553966.625000 Penalty: 4739.943848
	Iteration 15Q: 3 clusters Score -1553967 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1554198.250000 Penalty: 4739.943848
	Iteration 16Q: 3 clusters Score -1554198 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1554382.250000 Penalty: 4739.943848
	Iteration 17Q: 3 clusters Score -1554382 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1554548.250000 Penalty: 4739.943848
	Iteration 18Q: 3 clusters Score -1554548 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1554692.125000 Penalty: 4739.943848
	Iteration 19Q: 3 clusters Score -1554692 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1554803.000000 Penalty: 4739.943848
	Iteration 20F: 3 clusters Score -1554803 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1554903.875000 Penalty: 4739.943848
	Iteration 21Q: 3 clusters Score -1554904 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1554995.125000 Penalty: 4739.943848
	Iteration 22Q: 3 clusters Score -1554995 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1555094.000000 Penalty: 4739.943848
	Iteration 23Q: 3 clusters Score -1555094 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1555190.875000 Penalty: 4739.943848
	Iteration 24Q: 3 clusters Score -1555191 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1555286.000000 Penalty: 4739.943848
	Iteration 25Q: 3 clusters Score -1555286 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1555352.250000 Penalty: 4739.943848
	Iteration 26Q: 3 clusters Score -1555352 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1555412.875000 Penalty: 4739.943848
	Iteration 27Q: 3 clusters Score -1555413 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1555461.500000 Penalty: 4739.943848
	Iteration 28Q: 3 clusters Score -1555462 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1555498.375000 Penalty: 4739.943848
	Iteration 29Q: 3 clusters Score -1555498 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1555529.875000 Penalty: 4739.943848
	Iteration 30Q: 3 clusters Score -1555530 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1555568.250000 Penalty: 4739.943848
	Iteration 31Q: 3 clusters Score -1555568 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1555595.250000 Penalty: 4739.943848
	Iteration 32Q: 3 clusters Score -1555595 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1555624.125000 Penalty: 4739.943848
	Iteration 33Q: 3 clusters Score -1555624 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1555637.500000 Penalty: 4739.943848
	Iteration 34Q: 3 clusters Score -1555638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1555652.000000 Penalty: 4739.943848
	Iteration 35Q: 3 clusters Score -1555652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1555665.375000 Penalty: 4739.943848
	Iteration 36Q: 3 clusters Score -1555665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1555675.750000 Penalty: 4739.943848
	Iteration 37Q: 3 clusters Score -1555676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1555680.875000 Penalty: 4739.943848
	Iteration 38Q: 3 clusters Score -1555681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1555690.125000 Penalty: 4739.943848
	Iteration 39Q: 3 clusters Score -1555690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1555696.000000 Penalty: 4739.943848
	Iteration 40F: 3 clusters Score -1555696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1555700.625000 Penalty: 4739.943848
	Iteration 41Q: 3 clusters Score -1555701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1555710.000000 Penalty: 4739.943848
	Iteration 42Q: 3 clusters Score -1555710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1555714.125000 Penalty: 4739.943848
	Iteration 43Q: 3 clusters Score -1555714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1555714.125000 Penalty: 4739.943848
	Iteration 44Q: 3 clusters Score -1555714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1555718.750000 Penalty: 4739.943848
	Iteration 45Q: 3 clusters Score -1555719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1555724.375000 Penalty: 4739.943848
	Iteration 46Q: 3 clusters Score -1555724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1555724.625000 Penalty: 4739.943848
	Iteration 47Q: 3 clusters Score -1555725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1555729.625000 Penalty: 4739.943848
	Iteration 48Q: 3 clusters Score -1555730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1555732.750000 Penalty: 4739.943848
	Iteration 49Q: 3 clusters Score -1555733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1555733.875000 Penalty: 4739.943848
	Iteration 50Q: 3 clusters Score -1555734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1555736.375000 Penalty: 4739.943848
	Iteration 51Q: 3 clusters Score -1555736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1555738.625000 Penalty: 4739.943848
	Iteration 52Q: 3 clusters Score -1555739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1555740.875000 Penalty: 4739.943848
	Iteration 53Q: 3 clusters Score -1555741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1555741.750000 Penalty: 4739.943848
	Iteration 54Q: 3 clusters Score -1555742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1555742.125000 Penalty: 4739.943848
	Iteration 55Q: 3 clusters Score -1555742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1555746.750000 Penalty: 4739.943848
	Iteration 56Q: 3 clusters Score -1555747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1555744.500000 Penalty: 4739.943848
	Iteration 57Q: 3 clusters Score -1555744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1555745.750000 Penalty: 4739.943848
	Iteration 58Q: 3 clusters Score -1555746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1555745.750000 Penalty: 4739.943848
	Iteration 59F: 3 clusters Score -1555746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Entering Unmasked Estep 
Score: -568787.375000 Penalty: 2122.085938
	Iteration 0F: 2 clusters Score -568787.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -564179.875000 Penalty: 4244.171875
	Iteration 0F: 3 clusters Score -564179.9 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -565294.125000 Penalty: 4244.171875
	Iteration 1F: 3 clusters Score -565294.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -565545.750000 Penalty: 4244.171875
	Iteration 2F: 3 clusters Score -565545.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -565727.750000 Penalty: 4244.171875
	Iteration 3F: 3 clusters Score -565727.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -565875.437500 Penalty: 4244.171875
	Iteration 4Q: 3 clusters Score -565875.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -565989.500000 Penalty: 4244.171875
	Iteration 5Q: 3 clusters Score -565989.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -566079.062500 Penalty: 4244.171875
	Iteration 6Q: 3 clusters Score -566079.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -566155.750000 Penalty: 4244.171875
	Iteration 7Q: 3 clusters Score -566155.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -566219.562500 Penalty: 4244.171875
	Iteration 8Q: 3 clusters Score -566219.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -566273.875000 Penalty: 4244.171875
	Iteration 9Q: 3 clusters Score -566273.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -566309.000000 Penalty: 4244.171875
	Iteration 10Q: 3 clusters Score -566309 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -566335.187500 Penalty: 4244.171875
	Iteration 11Q: 3 clusters Score -566335.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -566350.312500 Penalty: 4244.171875
	Iteration 12Q: 3 clusters Score -566350.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -566362.000000 Penalty: 4244.171875
	Iteration 13Q: 3 clusters Score -566362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -566380.125000 Penalty: 4244.171875
	Iteration 14Q: 3 clusters Score -566380.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -566396.875000 Penalty: 4244.171875
	Iteration 15Q: 3 clusters Score -566396.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -566401.625000 Penalty: 4244.171875
	Iteration 16Q: 3 clusters Score -566401.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -566406.312500 Penalty: 4244.171875
	Iteration 17Q: 3 clusters Score -566406.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -566411.562500 Penalty: 4244.171875
	Iteration 18Q: 3 clusters Score -566411.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -566414.500000 Penalty: 4244.171875
	Iteration 19Q: 3 clusters Score -566414.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -566417.937500 Penalty: 4244.171875
	Iteration 20F: 3 clusters Score -566417.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -566421.437500 Penalty: 4244.171875
	Iteration 21Q: 3 clusters Score -566421.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -566422.125000 Penalty: 4244.171875
	Iteration 22Q: 3 clusters Score -566422.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -566425.312500 Penalty: 4244.171875
	Iteration 23Q: 3 clusters Score -566425.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -566428.062500 Penalty: 4244.171875
	Iteration 24Q: 3 clusters Score -566428.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -566430.750000 Penalty: 4244.171875
	Iteration 25Q: 3 clusters Score -566430.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -566432.812500 Penalty: 4244.171875
	Iteration 26Q: 3 clusters Score -566432.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -566433.687500 Penalty: 4244.171875
	Iteration 27Q: 3 clusters Score -566433.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -566434.187500 Penalty: 4244.171875
	Iteration 28Q: 3 clusters Score -566434.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -566435.437500 Penalty: 4244.171875
	Iteration 29Q: 3 clusters Score -566435.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -566434.750000 Penalty: 4244.171875
	Iteration 30Q: 3 clusters Score -566434.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -566434.750000 Penalty: 4244.171875
	Iteration 31Q: 3 clusters Score -566434.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -566436.125000 Penalty: 4244.171875
	Iteration 32Q: 3 clusters Score -566436.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -566436.500000 Penalty: 4244.171875
	Iteration 33Q: 3 clusters Score -566436.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -566438.062500 Penalty: 4244.171875
	Iteration 34Q: 3 clusters Score -566438.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -566439.375000 Penalty: 4244.171875
	Iteration 35Q: 3 clusters Score -566439.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -566440.437500 Penalty: 4244.171875
	Iteration 36Q: 3 clusters Score -566440.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -566442.375000 Penalty: 4244.171875
	Iteration 37Q: 3 clusters Score -566442.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -566444.812500 Penalty: 4244.171875
	Iteration 38Q: 3 clusters Score -566444.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -566448.187500 Penalty: 4244.171875
	Iteration 39Q: 3 clusters Score -566448.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -566451.625000 Penalty: 4244.171875
	Iteration 40F: 3 clusters Score -566451.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -566452.375000 Penalty: 4244.171875
	Iteration 41Q: 3 clusters Score -566452.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -566455.000000 Penalty: 4244.171875
	Iteration 42Q: 3 clusters Score -566455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -566456.375000 Penalty: 4244.171875
	Iteration 43Q: 3 clusters Score -566456.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -566458.875000 Penalty: 4244.171875
	Iteration 44Q: 3 clusters Score -566458.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -566460.062500 Penalty: 4244.171875
	Iteration 45Q: 3 clusters Score -566460.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -566462.062500 Penalty: 4244.171875
	Iteration 46Q: 3 clusters Score -566462.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -566465.000000 Penalty: 4244.171875
	Iteration 47Q: 3 clusters Score -566465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -566467.812500 Penalty: 4244.171875
	Iteration 48Q: 3 clusters Score -566467.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -566468.187500 Penalty: 4244.171875
	Iteration 49Q: 3 clusters Score -566468.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -566470.750000 Penalty: 4244.171875
	Iteration 50Q: 3 clusters Score -566470.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -566473.750000 Penalty: 4244.171875
	Iteration 51Q: 3 clusters Score -566473.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -566478.062500 Penalty: 4244.171875
	Iteration 52Q: 3 clusters Score -566478.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -566480.562500 Penalty: 4244.171875
	Iteration 53Q: 3 clusters Score -566480.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -566481.812500 Penalty: 4244.171875
	Iteration 54Q: 3 clusters Score -566481.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -566482.687500 Penalty: 4244.171875
	Iteration 55Q: 3 clusters Score -566482.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -566486.187500 Penalty: 4244.171875
	Iteration 56Q: 3 clusters Score -566486.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -566486.250000 Penalty: 4244.171875
	Iteration 57Q: 3 clusters Score -566486.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -566488.687500 Penalty: 4244.171875
	Iteration 58Q: 3 clusters Score -566488.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -566488.875000 Penalty: 4244.171875
	Iteration 59Q: 3 clusters Score -566488.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -566488.875000 Penalty: 4244.171875
	Iteration 60F: 3 clusters Score -566488.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -566489.062500 Penalty: 4244.171875
	Iteration 61Q: 3 clusters Score -566489.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -566490.750000 Penalty: 4244.171875
	Iteration 62Q: 3 clusters Score -566490.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -566493.875000 Penalty: 4244.171875
	Iteration 63Q: 3 clusters Score -566493.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -566496.687500 Penalty: 4244.171875
	Iteration 64Q: 3 clusters Score -566496.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -566499.687500 Penalty: 4244.171875
	Iteration 65Q: 3 clusters Score -566499.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -566502.750000 Penalty: 4244.171875
	Iteration 66Q: 3 clusters Score -566502.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -566506.312500 Penalty: 4244.171875
	Iteration 67Q: 3 clusters Score -566506.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -566509.750000 Penalty: 4244.171875
	Iteration 68Q: 3 clusters Score -566509.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -566515.437500 Penalty: 4244.171875
	Iteration 69Q: 3 clusters Score -566515.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -566520.625000 Penalty: 4244.171875
	Iteration 70Q: 3 clusters Score -566520.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -566523.750000 Penalty: 4244.171875
	Iteration 71Q: 3 clusters Score -566523.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -566527.062500 Penalty: 4244.171875
	Iteration 72Q: 3 clusters Score -566527.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -566529.875000 Penalty: 4244.171875
	Iteration 73Q: 3 clusters Score -566529.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -566536.937500 Penalty: 4244.171875
	Iteration 74Q: 3 clusters Score -566536.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -566543.687500 Penalty: 4244.171875
	Iteration 75Q: 3 clusters Score -566543.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -566548.687500 Penalty: 4244.171875
	Iteration 76Q: 3 clusters Score -566548.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -566553.812500 Penalty: 4244.171875
	Iteration 77Q: 3 clusters Score -566553.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -566558.312500 Penalty: 4244.171875
	Iteration 78Q: 3 clusters Score -566558.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -566561.625000 Penalty: 4244.171875
	Iteration 79Q: 3 clusters Score -566561.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -566565.687500 Penalty: 4244.171875
	Iteration 80F: 3 clusters Score -566565.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -566567.062500 Penalty: 4244.171875
	Iteration 81Q: 3 clusters Score -566567.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -566569.500000 Penalty: 4244.171875
	Iteration 82Q: 3 clusters Score -566569.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -566571.125000 Penalty: 4244.171875
	Iteration 83Q: 3 clusters Score -566571.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -566575.250000 Penalty: 4244.171875
	Iteration 84Q: 3 clusters Score -566575.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -566578.437500 Penalty: 4244.171875
	Iteration 85Q: 3 clusters Score -566578.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -566580.250000 Penalty: 4244.171875
	Iteration 86Q: 3 clusters Score -566580.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -566581.187500 Penalty: 4244.171875
	Iteration 87Q: 3 clusters Score -566581.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -566582.062500 Penalty: 4244.171875
	Iteration 88Q: 3 clusters Score -566582.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -566583.875000 Penalty: 4244.171875
	Iteration 89Q: 3 clusters Score -566583.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -566587.312500 Penalty: 4244.171875
	Iteration 90Q: 3 clusters Score -566587.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -566586.562500 Penalty: 4244.171875
	Iteration 91Q: 3 clusters Score -566586.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -566590.375000 Penalty: 4244.171875
	Iteration 92Q: 3 clusters Score -566590.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -566593.187500 Penalty: 4244.171875
	Iteration 93Q: 3 clusters Score -566593.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -566596.625000 Penalty: 4244.171875
	Iteration 94Q: 3 clusters Score -566596.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -566602.250000 Penalty: 4244.171875
	Iteration 95Q: 3 clusters Score -566602.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -566609.187500 Penalty: 4244.171875
	Iteration 96Q: 3 clusters Score -566609.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -566614.437500 Penalty: 4244.171875
	Iteration 97Q: 3 clusters Score -566614.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -566617.187500 Penalty: 4244.171875
	Iteration 98Q: 3 clusters Score -566617.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -566624.750000 Penalty: 4244.171875
	Iteration 99Q: 3 clusters Score -566624.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -566630.000000 Penalty: 4244.171875
	Iteration 100F: 3 clusters Score -566630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -566633.375000 Penalty: 4244.171875
	Iteration 101Q: 3 clusters Score -566633.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -566635.437500 Penalty: 4244.171875
	Iteration 102Q: 3 clusters Score -566635.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -566638.000000 Penalty: 4244.171875
	Iteration 103Q: 3 clusters Score -566638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -566638.125000 Penalty: 4244.171875
	Iteration 104Q: 3 clusters Score -566638.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -566640.375000 Penalty: 4244.171875
	Iteration 105Q: 3 clusters Score -566640.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -566639.625000 Penalty: 4244.171875
	Iteration 106Q: 3 clusters Score -566639.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -566642.375000 Penalty: 4244.171875
	Iteration 107Q: 3 clusters Score -566642.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -566641.875000 Penalty: 4244.171875
	Iteration 108Q: 3 clusters Score -566641.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -566641.062500 Penalty: 4244.171875
	Iteration 109Q: 3 clusters Score -566641.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -566641.062500 Penalty: 4244.171875
	Iteration 110F: 3 clusters Score -566641.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Entering Unmasked Estep 
Score: -731404.625000 Penalty: 2193.859863
	Iteration 0F: 2 clusters Score -731404.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -725652.875000 Penalty: 4387.719727
	Iteration 0F: 3 clusters Score -725652.9 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -727331.187500 Penalty: 4387.719727
	Iteration 1F: 3 clusters Score -727331.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -727677.375000 Penalty: 4387.719727
	Iteration 2F: 3 clusters Score -727677.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -727943.875000 Penalty: 4387.719727
	Iteration 3F: 3 clusters Score -727943.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -728175.062500 Penalty: 4387.719727
	Iteration 4Q: 3 clusters Score -728175.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -728379.750000 Penalty: 4387.719727
	Iteration 5Q: 3 clusters Score -728379.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -728571.000000 Penalty: 4387.719727
	Iteration 6Q: 3 clusters Score -728571 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -728766.312500 Penalty: 4387.719727
	Iteration 7Q: 3 clusters Score -728766.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -728965.875000 Penalty: 4387.719727
	Iteration 8Q: 3 clusters Score -728965.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -729169.375000 Penalty: 4387.719727
	Iteration 9Q: 3 clusters Score -729169.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -729373.000000 Penalty: 4387.719727
	Iteration 10Q: 3 clusters Score -729373 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -729647.250000 Penalty: 4387.719727
	Iteration 11Q: 3 clusters Score -729647.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -729982.750000 Penalty: 4387.719727
	Iteration 12Q: 3 clusters Score -729982.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -730415.437500 Penalty: 4387.719727
	Iteration 13Q: 3 clusters Score -730415.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -730837.125000 Penalty: 4387.719727
	Iteration 14Q: 3 clusters Score -730837.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -731175.812500 Penalty: 4387.719727
	Iteration 15Q: 3 clusters Score -731175.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -731360.500000 Penalty: 4387.719727
	Iteration 16Q: 3 clusters Score -731360.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -731459.937500 Penalty: 4387.719727
	Iteration 17Q: 3 clusters Score -731459.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -731518.750000 Penalty: 4387.719727
	Iteration 18Q: 3 clusters Score -731518.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -731549.562500 Penalty: 4387.719727
	Iteration 19Q: 3 clusters Score -731549.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -731554.062500 Penalty: 4387.719727
	Iteration 20F: 3 clusters Score -731554.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -731558.750000 Penalty: 4387.719727
	Iteration 21Q: 3 clusters Score -731558.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -731560.375000 Penalty: 4387.719727
	Iteration 22Q: 3 clusters Score -731560.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -731562.062500 Penalty: 4387.719727
	Iteration 23Q: 3 clusters Score -731562.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -731561.875000 Penalty: 4387.719727
	Iteration 24Q: 3 clusters Score -731561.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -731564.000000 Penalty: 4387.719727
	Iteration 25Q: 3 clusters Score -731564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -731565.500000 Penalty: 4387.719727
	Iteration 26Q: 3 clusters Score -731565.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -731565.500000 Penalty: 4387.719727
	Iteration 27F: 3 clusters Score -731565.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18903 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34660 members 
Mstep: Class 9 contains 7126 members 
Mstep: Class 10 contains 11179 members 
Mstep: Class 11 contains 31922 members 
Mstep: Class 12 contains 5492 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19004 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7682 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10672 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9350 members 
Mstep: Class 26 contains 6129 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 4121 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4427 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5331 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11078 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25431 members 
Mstep: Class 46 contains 16610 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13656 members 
Mstep: Class 50 contains 9456 members 
Mstep: Class 51 contains 5004 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17351 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Mstep: Class 58 contains 2827 members 
Entering Unmasked Estep 
Score: -64773776.000000 Penalty: 192486.265625
Splitting cluster 30 changes total score from -64774776.000000 to -64773776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -38100.781250 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -38100.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -36692.703125 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -36692.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -36920.058594 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -36920.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37032.011719 Penalty: 3025.758301
	Iteration 2F: 3 clusters Score -37032.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -37097.468750 Penalty: 3025.758301
	Iteration 3Q: 3 clusters Score -37097.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37198.351562 Penalty: 3025.758301
	Iteration 4Q: 3 clusters Score -37198.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37319.550781 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -37319.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37417.367188 Penalty: 3025.758301
	Iteration 6Q: 3 clusters Score -37417.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -37477.777344 Penalty: 3025.758301
	Iteration 7Q: 3 clusters Score -37477.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37562.808594 Penalty: 3025.758301
	Iteration 8Q: 3 clusters Score -37562.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37643.296875 Penalty: 3025.758301
	Iteration 9Q: 3 clusters Score -37643.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37699.699219 Penalty: 3025.758301
	Iteration 10Q: 3 clusters Score -37699.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -37742.125000 Penalty: 3025.758301
	Iteration 11Q: 3 clusters Score -37742.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -37769.562500 Penalty: 3025.758301
	Iteration 12Q: 3 clusters Score -37769.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37786.273438 Penalty: 3025.758301
	Iteration 13Q: 3 clusters Score -37786.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -37813.875000 Penalty: 3025.758301
	Iteration 14Q: 3 clusters Score -37813.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -37837.292969 Penalty: 3025.758301
	Iteration 15Q: 3 clusters Score -37837.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -37855.894531 Penalty: 3025.758301
	Iteration 16Q: 3 clusters Score -37855.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -37871.687500 Penalty: 3025.758301
	Iteration 17Q: 3 clusters Score -37871.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -37881.156250 Penalty: 3025.758301
	Iteration 18Q: 3 clusters Score -37881.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -37882.355469 Penalty: 3025.758301
	Iteration 19F: 3 clusters Score -37882.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37893.601562 Penalty: 3025.758301
	Iteration 20F: 3 clusters Score -37893.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -10087.809570 Penalty: 1195.429810
	Iteration 0F: 2 clusters Score -10087.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9264.237305 Penalty: 2390.859619
	Iteration 0F: 3 clusters Score -9264.237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9328.256836 Penalty: 2390.859619
	Iteration 1Q: 3 clusters Score -9328.257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9345.631836 Penalty: 2390.859619
	Iteration 2Q: 3 clusters Score -9345.632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9345.631836 Penalty: 2390.859619
	Iteration 3F: 3 clusters Score -9345.632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -426083.125000 Penalty: 2082.078369
	Iteration 0F: 2 clusters Score -426083.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -421942.000000 Penalty: 4164.156738
	Iteration 0F: 3 clusters Score -421942 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -422897.812500 Penalty: 4164.156738
	Iteration 1F: 3 clusters Score -422897.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -423163.468750 Penalty: 4164.156738
	Iteration 2F: 3 clusters Score -423163.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -423381.937500 Penalty: 4164.156738
	Iteration 3F: 3 clusters Score -423381.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -423579.781250 Penalty: 4164.156738
	Iteration 4F: 3 clusters Score -423579.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -423747.531250 Penalty: 4164.156738
	Iteration 5Q: 3 clusters Score -423747.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -423885.812500 Penalty: 4164.156738
	Iteration 6Q: 3 clusters Score -423885.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -424021.156250 Penalty: 4164.156738
	Iteration 7Q: 3 clusters Score -424021.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -424130.625000 Penalty: 4164.156738
	Iteration 8Q: 3 clusters Score -424130.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -424200.937500 Penalty: 4164.156738
	Iteration 9Q: 3 clusters Score -424200.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -424263.062500 Penalty: 4164.156738
	Iteration 10Q: 3 clusters Score -424263.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -424326.937500 Penalty: 4164.156738
	Iteration 11Q: 3 clusters Score -424326.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -424375.375000 Penalty: 4164.156738
	Iteration 12Q: 3 clusters Score -424375.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -424413.812500 Penalty: 4164.156738
	Iteration 13Q: 3 clusters Score -424413.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -424439.687500 Penalty: 4164.156738
	Iteration 14Q: 3 clusters Score -424439.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -424456.218750 Penalty: 4164.156738
	Iteration 15Q: 3 clusters Score -424456.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -424475.843750 Penalty: 4164.156738
	Iteration 16Q: 3 clusters Score -424475.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -424486.906250 Penalty: 4164.156738
	Iteration 17Q: 3 clusters Score -424486.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -424496.906250 Penalty: 4164.156738
	Iteration 18Q: 3 clusters Score -424496.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -424503.406250 Penalty: 4164.156738
	Iteration 19Q: 3 clusters Score -424503.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -424509.062500 Penalty: 4164.156738
	Iteration 20F: 3 clusters Score -424509.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -424514.062500 Penalty: 4164.156738
	Iteration 21Q: 3 clusters Score -424514.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -424522.531250 Penalty: 4164.156738
	Iteration 22Q: 3 clusters Score -424522.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -424534.187500 Penalty: 4164.156738
	Iteration 23Q: 3 clusters Score -424534.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -424544.281250 Penalty: 4164.156738
	Iteration 24Q: 3 clusters Score -424544.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -424555.093750 Penalty: 4164.156738
	Iteration 25Q: 3 clusters Score -424555.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -424566.750000 Penalty: 4164.156738
	Iteration 26Q: 3 clusters Score -424566.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -424573.781250 Penalty: 4164.156738
	Iteration 27Q: 3 clusters Score -424573.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -424579.687500 Penalty: 4164.156738
	Iteration 28Q: 3 clusters Score -424579.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -424586.156250 Penalty: 4164.156738
	Iteration 29Q: 3 clusters Score -424586.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -424588.968750 Penalty: 4164.156738
	Iteration 30Q: 3 clusters Score -424589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -424591.312500 Penalty: 4164.156738
	Iteration 31Q: 3 clusters Score -424591.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -424595.375000 Penalty: 4164.156738
	Iteration 32Q: 3 clusters Score -424595.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -424598.531250 Penalty: 4164.156738
	Iteration 33Q: 3 clusters Score -424598.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -424600.187500 Penalty: 4164.156738
	Iteration 34Q: 3 clusters Score -424600.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -424602.500000 Penalty: 4164.156738
	Iteration 35Q: 3 clusters Score -424602.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -424604.500000 Penalty: 4164.156738
	Iteration 36Q: 3 clusters Score -424604.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -424606.218750 Penalty: 4164.156738
	Iteration 37Q: 3 clusters Score -424606.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -424608.031250 Penalty: 4164.156738
	Iteration 38Q: 3 clusters Score -424608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -424611.406250 Penalty: 4164.156738
	Iteration 39Q: 3 clusters Score -424611.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -424611.156250 Penalty: 4164.156738
	Iteration 40F: 3 clusters Score -424611.2 nChanged 6
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: -424614.375000 Penalty: 4164.156738
	Iteration 41Q: 3 clusters Score -424614.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -424616.625000 Penalty: 4164.156738
	Iteration 42Q: 3 clusters Score -424616.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -424620.062500 Penalty: 4164.156738
	Iteration 43Q: 3 clusters Score -424620.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -424621.156250 Penalty: 4164.156738
	Iteration 44Q: 3 clusters Score -424621.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -424621.843750 Penalty: 4164.156738
	Iteration 45Q: 3 clusters Score -424621.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -424622.656250 Penalty: 4164.156738
	Iteration 46Q: 3 clusters Score -424622.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -424622.562500 Penalty: 4164.156738
	Iteration 47Q: 3 clusters Score -424622.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -424623.000000 Penalty: 4164.156738
	Iteration 48Q: 3 clusters Score -424623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -424623.093750 Penalty: 4164.156738
	Iteration 49Q: 3 clusters Score -424623.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -424623.093750 Penalty: 4164.156738
	Iteration 50F: 3 clusters Score -424623.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Entering Unmasked Estep 
Score: -240728.890625 Penalty: 1941.649658
	Iteration 0F: 2 clusters Score -240728.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -237848.328125 Penalty: 3883.299316
	Iteration 0F: 3 clusters Score -237848.3 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -238504.156250 Penalty: 3883.299316
	Iteration 1F: 3 clusters Score -238504.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -238678.859375 Penalty: 3883.299316
	Iteration 2F: 3 clusters Score -238678.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -238757.015625 Penalty: 3883.299316
	Iteration 3Q: 3 clusters Score -238757 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -238811.562500 Penalty: 3883.299316
	Iteration 4Q: 3 clusters Score -238811.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -238874.734375 Penalty: 3883.299316
	Iteration 5Q: 3 clusters Score -238874.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -238948.796875 Penalty: 3883.299316
	Iteration 6Q: 3 clusters Score -238948.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -239027.562500 Penalty: 3883.299316
	Iteration 7Q: 3 clusters Score -239027.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -239122.578125 Penalty: 3883.299316
	Iteration 8Q: 3 clusters Score -239122.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -239232.000000 Penalty: 3883.299316
	Iteration 9Q: 3 clusters Score -239232 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -239333.812500 Penalty: 3883.299316
	Iteration 10Q: 3 clusters Score -239333.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -239416.718750 Penalty: 3883.299316
	Iteration 11Q: 3 clusters Score -239416.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -239507.281250 Penalty: 3883.299316
	Iteration 12Q: 3 clusters Score -239507.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -239613.203125 Penalty: 3883.299316
	Iteration 13Q: 3 clusters Score -239613.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -239699.406250 Penalty: 3883.299316
	Iteration 14Q: 3 clusters Score -239699.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -239772.312500 Penalty: 3883.299316
	Iteration 15Q: 3 clusters Score -239772.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -239817.609375 Penalty: 3883.299316
	Iteration 16Q: 3 clusters Score -239817.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -239835.562500 Penalty: 3883.299316
	Iteration 17Q: 3 clusters Score -239835.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -239851.765625 Penalty: 3883.299316
	Iteration 18Q: 3 clusters Score -239851.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -239870.921875 Penalty: 3883.299316
	Iteration 19Q: 3 clusters Score -239870.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -239880.921875 Penalty: 3883.299316
	Iteration 20F: 3 clusters Score -239880.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -239889.656250 Penalty: 3883.299316
	Iteration 21Q: 3 clusters Score -239889.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -239897.390625 Penalty: 3883.299316
	Iteration 22Q: 3 clusters Score -239897.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -239900.953125 Penalty: 3883.299316
	Iteration 23Q: 3 clusters Score -239901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -239904.000000 Penalty: 3883.299316
	Iteration 24Q: 3 clusters Score -239904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -239905.515625 Penalty: 3883.299316
	Iteration 25Q: 3 clusters Score -239905.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -239910.234375 Penalty: 3883.299316
	Iteration 26Q: 3 clusters Score -239910.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -239914.468750 Penalty: 3883.299316
	Iteration 27Q: 3 clusters Score -239914.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -239916.765625 Penalty: 3883.299316
	Iteration 28Q: 3 clusters Score -239916.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -239917.593750 Penalty: 3883.299316
	Iteration 29Q: 3 clusters Score -239917.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -239918.093750 Penalty: 3883.299316
	Iteration 30Q: 3 clusters Score -239918.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -239918.093750 Penalty: 3883.299316
	Iteration 31F: 3 clusters Score -239918.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Entering Unmasked Estep 
Score: -340190.875000 Penalty: 2128.160889
	Iteration 0F: 2 clusters Score -340190.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -335491.843750 Penalty: 4256.321777
	Iteration 0F: 3 clusters Score -335491.8 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -336936.375000 Penalty: 4256.321777
	Iteration 1F: 3 clusters Score -336936.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -337373.125000 Penalty: 4256.321777
	Iteration 2F: 3 clusters Score -337373.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -337720.375000 Penalty: 4256.321777
	Iteration 3F: 3 clusters Score -337720.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -338039.218750 Penalty: 4256.321777
	Iteration 4F: 3 clusters Score -338039.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -338338.625000 Penalty: 4256.321777
	Iteration 5F: 3 clusters Score -338338.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -338557.781250 Penalty: 4256.321777
	Iteration 6Q: 3 clusters Score -338557.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -338738.156250 Penalty: 4256.321777
	Iteration 7Q: 3 clusters Score -338738.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -338897.531250 Penalty: 4256.321777
	Iteration 8Q: 3 clusters Score -338897.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -339014.312500 Penalty: 4256.321777
	Iteration 9Q: 3 clusters Score -339014.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -339086.531250 Penalty: 4256.321777
	Iteration 10Q: 3 clusters Score -339086.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -339125.187500 Penalty: 4256.321777
	Iteration 11Q: 3 clusters Score -339125.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -339147.500000 Penalty: 4256.321777
	Iteration 12Q: 3 clusters Score -339147.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -339165.156250 Penalty: 4256.321777
	Iteration 13Q: 3 clusters Score -339165.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -339183.968750 Penalty: 4256.321777
	Iteration 14Q: 3 clusters Score -339184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -339200.187500 Penalty: 4256.321777
	Iteration 15Q: 3 clusters Score -339200.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -339211.531250 Penalty: 4256.321777
	Iteration 16Q: 3 clusters Score -339211.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -339219.218750 Penalty: 4256.321777
	Iteration 17Q: 3 clusters Score -339219.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -339224.031250 Penalty: 4256.321777
	Iteration 18Q: 3 clusters Score -339224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -339227.375000 Penalty: 4256.321777
	Iteration 19Q: 3 clusters Score -339227.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -339233.437500 Penalty: 4256.321777
	Iteration 20F: 3 clusters Score -339233.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -339265.718750 Penalty: 4256.321777
	Iteration 21Q: 3 clusters Score -339265.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -339316.843750 Penalty: 4256.321777
	Iteration 22Q: 3 clusters Score -339316.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -339331.875000 Penalty: 4256.321777
	Iteration 23Q: 3 clusters Score -339331.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -339342.750000 Penalty: 4256.321777
	Iteration 24Q: 3 clusters Score -339342.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -339352.968750 Penalty: 4256.321777
	Iteration 25Q: 3 clusters Score -339353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -339360.718750 Penalty: 4256.321777
	Iteration 26Q: 3 clusters Score -339360.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -339368.218750 Penalty: 4256.321777
	Iteration 27Q: 3 clusters Score -339368.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -339372.062500 Penalty: 4256.321777
	Iteration 28Q: 3 clusters Score -339372.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -339372.562500 Penalty: 4256.321777
	Iteration 29Q: 3 clusters Score -339372.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -339372.593750 Penalty: 4256.321777
	Iteration 30Q: 3 clusters Score -339372.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -339373.250000 Penalty: 4256.321777
	Iteration 31Q: 3 clusters Score -339373.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -339373.968750 Penalty: 4256.321777
	Iteration 32Q: 3 clusters Score -339374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -339375.750000 Penalty: 4256.321777
	Iteration 33Q: 3 clusters Score -339375.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -339376.281250 Penalty: 4256.321777
	Iteration 34Q: 3 clusters Score -339376.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -339377.093750 Penalty: 4256.321777
	Iteration 35Q: 3 clusters Score -339377.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -339378.000000 Penalty: 4256.321777
	Iteration 36Q: 3 clusters Score -339378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -339378.000000 Penalty: 4256.321777
	Iteration 37F: 3 clusters Score -339378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (8470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Entering Unmasked Estep 
Score: -917032.187500 Penalty: 2242.982910
	Iteration 0F: 2 clusters Score -917032.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -910335.687500 Penalty: 4485.965820
	Iteration 0F: 3 clusters Score -910335.7 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -912253.500000 Penalty: 4485.965820
	Iteration 1F: 3 clusters Score -912253.5 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -912543.750000 Penalty: 4485.965820
	Iteration 2F: 3 clusters Score -912543.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -912744.312500 Penalty: 4485.965820
	Iteration 3F: 3 clusters Score -912744.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -912876.125000 Penalty: 4485.965820
	Iteration 4Q: 3 clusters Score -912876.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -912991.375000 Penalty: 4485.965820
	Iteration 5Q: 3 clusters Score -912991.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -913087.687500 Penalty: 4485.965820
	Iteration 6Q: 3 clusters Score -913087.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -913167.812500 Penalty: 4485.965820
	Iteration 7Q: 3 clusters Score -913167.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -913241.250000 Penalty: 4485.965820
	Iteration 8Q: 3 clusters Score -913241.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -913330.000000 Penalty: 4485.965820
	Iteration 9Q: 3 clusters Score -913330 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -913412.625000 Penalty: 4485.965820
	Iteration 10Q: 3 clusters Score -913412.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -913504.437500 Penalty: 4485.965820
	Iteration 11Q: 3 clusters Score -913504.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -913596.125000 Penalty: 4485.965820
	Iteration 12Q: 3 clusters Score -913596.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -913693.437500 Penalty: 4485.965820
	Iteration 13Q: 3 clusters Score -913693.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -913783.187500 Penalty: 4485.965820
	Iteration 14Q: 3 clusters Score -913783.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -913865.375000 Penalty: 4485.965820
	Iteration 15Q: 3 clusters Score -913865.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -913938.562500 Penalty: 4485.965820
	Iteration 16Q: 3 clusters Score -913938.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -914004.000000 Penalty: 4485.965820
	Iteration 17Q: 3 clusters Score -914004 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -914073.312500 Penalty: 4485.965820
	Iteration 18Q: 3 clusters Score -914073.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -914130.062500 Penalty: 4485.965820
	Iteration 19Q: 3 clusters Score -914130.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -914172.562500 Penalty: 4485.965820
	Iteration 20F: 3 clusters Score -914172.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -914219.812500 Penalty: 4485.965820
	Iteration 21Q: 3 clusters Score -914219.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -914263.750000 Penalty: 4485.965820
	Iteration 22Q: 3 clusters Score -914263.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -914300.500000 Penalty: 4485.965820
	Iteration 23Q: 3 clusters Score -914300.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -914337.625000 Penalty: 4485.965820
	Iteration 24Q: 3 clusters Score -914337.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -914374.437500 Penalty: 4485.965820
	Iteration 25Q: 3 clusters Score -914374.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -914408.250000 Penalty: 4485.965820
	Iteration 26Q: 3 clusters Score -914408.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -914434.312500 Penalty: 4485.965820
	Iteration 27Q: 3 clusters Score -914434.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -914456.125000 Penalty: 4485.965820
	Iteration 28Q: 3 clusters Score -914456.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -914478.812500 Penalty: 4485.965820
	Iteration 29Q: 3 clusters Score -914478.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -914494.500000 Penalty: 4485.965820
	Iteration 30Q: 3 clusters Score -914494.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -914515.500000 Penalty: 4485.965820
	Iteration 31Q: 3 clusters Score -914515.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -914536.250000 Penalty: 4485.965820
	Iteration 32Q: 3 clusters Score -914536.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -914566.937500 Penalty: 4485.965820
	Iteration 33Q: 3 clusters Score -914566.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -914612.437500 Penalty: 4485.965820
	Iteration 34Q: 3 clusters Score -914612.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -914668.500000 Penalty: 4485.965820
	Iteration 35Q: 3 clusters Score -914668.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -914720.187500 Penalty: 4485.965820
	Iteration 36Q: 3 clusters Score -914720.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -914754.875000 Penalty: 4485.965820
	Iteration 37Q: 3 clusters Score -914754.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -914788.312500 Penalty: 4485.965820
	Iteration 38Q: 3 clusters Score -914788.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -914815.062500 Penalty: 4485.965820
	Iteration 39Q: 3 clusters Score -914815.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -914834.750000 Penalty: 4485.965820
	Iteration 40F: 3 clusters Score -914834.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -914861.375000 Penalty: 4485.965820
	Iteration 41Q: 3 clusters Score -914861.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -914899.750000 Penalty: 4485.965820
	Iteration 42Q: 3 clusters Score -914899.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -914925.000000 Penalty: 4485.965820
	Iteration 43Q: 3 clusters Score -914925 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -914952.500000 Penalty: 4485.965820
	Iteration 44Q: 3 clusters Score -914952.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -914971.125000 Penalty: 4485.965820
	Iteration 45Q: 3 clusters Score -914971.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -914988.375000 Penalty: 4485.965820
	Iteration 46Q: 3 clusters Score -914988.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -915008.812500 Penalty: 4485.965820
	Iteration 47Q: 3 clusters Score -915008.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -915021.937500 Penalty: 4485.965820
	Iteration 48Q: 3 clusters Score -915021.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -915033.250000 Penalty: 4485.965820
	Iteration 49Q: 3 clusters Score -915033.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -915038.750000 Penalty: 4485.965820
	Iteration 50Q: 3 clusters Score -915038.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -915049.625000 Penalty: 4485.965820
	Iteration 51Q: 3 clusters Score -915049.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -915055.312500 Penalty: 4485.965820
	Iteration 52Q: 3 clusters Score -915055.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -915060.687500 Penalty: 4485.965820
	Iteration 53Q: 3 clusters Score -915060.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -915062.250000 Penalty: 4485.965820
	Iteration 54Q: 3 clusters Score -915062.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -915069.500000 Penalty: 4485.965820
	Iteration 55Q: 3 clusters Score -915069.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -915072.125000 Penalty: 4485.965820
	Iteration 56Q: 3 clusters Score -915072.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -915076.750000 Penalty: 4485.965820
	Iteration 57Q: 3 clusters Score -915076.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -915079.375000 Penalty: 4485.965820
	Iteration 58Q: 3 clusters Score -915079.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -915081.187500 Penalty: 4485.965820
	Iteration 59Q: 3 clusters Score -915081.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -915084.875000 Penalty: 4485.965820
	Iteration 60F: 3 clusters Score -915084.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -915088.125000 Penalty: 4485.965820
	Iteration 61Q: 3 clusters Score -915088.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -915090.875000 Penalty: 4485.965820
	Iteration 62Q: 3 clusters Score -915090.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -915098.312500 Penalty: 4485.965820
	Iteration 63Q: 3 clusters Score -915098.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -915104.625000 Penalty: 4485.965820
	Iteration 64Q: 3 clusters Score -915104.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -915110.000000 Penalty: 4485.965820
	Iteration 65Q: 3 clusters Score -915110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -915120.625000 Penalty: 4485.965820
	Iteration 66Q: 3 clusters Score -915120.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -915129.437500 Penalty: 4485.965820
	Iteration 67Q: 3 clusters Score -915129.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -915134.312500 Penalty: 4485.965820
	Iteration 68Q: 3 clusters Score -915134.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -915136.250000 Penalty: 4485.965820
	Iteration 69Q: 3 clusters Score -915136.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -915141.687500 Penalty: 4485.965820
	Iteration 70Q: 3 clusters Score -915141.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -915148.312500 Penalty: 4485.965820
	Iteration 71Q: 3 clusters Score -915148.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -915153.687500 Penalty: 4485.965820
	Iteration 72Q: 3 clusters Score -915153.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -915157.750000 Penalty: 4485.965820
	Iteration 73Q: 3 clusters Score -915157.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -915162.312500 Penalty: 4485.965820
	Iteration 74Q: 3 clusters Score -915162.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -915164.875000 Penalty: 4485.965820
	Iteration 75Q: 3 clusters Score -915164.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -915167.000000 Penalty: 4485.965820
	Iteration 76Q: 3 clusters Score -915167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -915169.125000 Penalty: 4485.965820
	Iteration 77Q: 3 clusters Score -915169.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -915172.500000 Penalty: 4485.965820
	Iteration 78Q: 3 clusters Score -915172.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -915176.937500 Penalty: 4485.965820
	Iteration 79Q: 3 clusters Score -915176.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -915176.812500 Penalty: 4485.965820
	Iteration 80F: 3 clusters Score -915176.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -915180.062500 Penalty: 4485.965820
	Iteration 81Q: 3 clusters Score -915180.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -915184.000000 Penalty: 4485.965820
	Iteration 82Q: 3 clusters Score -915184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -915187.250000 Penalty: 4485.965820
	Iteration 83Q: 3 clusters Score -915187.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -915191.000000 Penalty: 4485.965820
	Iteration 84Q: 3 clusters Score -915191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -915193.937500 Penalty: 4485.965820
	Iteration 85Q: 3 clusters Score -915193.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -915192.875000 Penalty: 4485.965820
	Iteration 86Q: 3 clusters Score -915192.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -915192.750000 Penalty: 4485.965820
	Iteration 87Q: 3 clusters Score -915192.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -915193.750000 Penalty: 4485.965820
	Iteration 88Q: 3 clusters Score -915193.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -915195.875000 Penalty: 4485.965820
	Iteration 89Q: 3 clusters Score -915195.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -915197.125000 Penalty: 4485.965820
	Iteration 90Q: 3 clusters Score -915197.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -915196.875000 Penalty: 4485.965820
	Iteration 91Q: 3 clusters Score -915196.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -915197.000000 Penalty: 4485.965820
	Iteration 92Q: 3 clusters Score -915197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -915199.625000 Penalty: 4485.965820
	Iteration 93Q: 3 clusters Score -915199.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -915197.625000 Penalty: 4485.965820
	Iteration 94Q: 3 clusters Score -915197.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -915198.937500 Penalty: 4485.965820
	Iteration 95Q: 3 clusters Score -915198.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -915199.937500 Penalty: 4485.965820
	Iteration 96Q: 3 clusters Score -915199.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -915201.687500 Penalty: 4485.965820
	Iteration 97Q: 3 clusters Score -915201.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -915201.687500 Penalty: 4485.965820
	Iteration 98F: 3 clusters Score -915201.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Entering Unmasked Estep 
Score: -799516.375000 Penalty: 2211.526367
	Iteration 0F: 2 clusters Score -799516.4 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 3741 members 
Entering Unmasked Estep 
Score: -793445.625000 Penalty: 4423.052734
	Iteration 0F: 3 clusters Score -793445.6 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -795053.562500 Penalty: 4423.052734
	Iteration 1F: 3 clusters Score -795053.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -795308.937500 Penalty: 4423.052734
	Iteration 2F: 3 clusters Score -795308.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -795513.125000 Penalty: 4423.052734
	Iteration 3F: 3 clusters Score -795513.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -795689.000000 Penalty: 4423.052734
	Iteration 4Q: 3 clusters Score -795689 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -795845.125000 Penalty: 4423.052734
	Iteration 5Q: 3 clusters Score -795845.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -795983.687500 Penalty: 4423.052734
	Iteration 6Q: 3 clusters Score -795983.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -796117.875000 Penalty: 4423.052734
	Iteration 7Q: 3 clusters Score -796117.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -796281.750000 Penalty: 4423.052734
	Iteration 8Q: 3 clusters Score -796281.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -796464.187500 Penalty: 4423.052734
	Iteration 9Q: 3 clusters Score -796464.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -796667.375000 Penalty: 4423.052734
	Iteration 10Q: 3 clusters Score -796667.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -796909.125000 Penalty: 4423.052734
	Iteration 11Q: 3 clusters Score -796909.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -797233.062500 Penalty: 4423.052734
	Iteration 12Q: 3 clusters Score -797233.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -797617.187500 Penalty: 4423.052734
	Iteration 13Q: 3 clusters Score -797617.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -797987.937500 Penalty: 4423.052734
	Iteration 14Q: 3 clusters Score -797987.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -798274.000000 Penalty: 4423.052734
	Iteration 15Q: 3 clusters Score -798274 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -798494.062500 Penalty: 4423.052734
	Iteration 16Q: 3 clusters Score -798494.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -798695.687500 Penalty: 4423.052734
	Iteration 17Q: 3 clusters Score -798695.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -798904.062500 Penalty: 4423.052734
	Iteration 18Q: 3 clusters Score -798904.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -799087.375000 Penalty: 4423.052734
	Iteration 19Q: 3 clusters Score -799087.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -799181.187500 Penalty: 4423.052734
	Iteration 20F: 3 clusters Score -799181.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -799209.562500 Penalty: 4423.052734
	Iteration 21Q: 3 clusters Score -799209.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -799221.875000 Penalty: 4423.052734
	Iteration 22Q: 3 clusters Score -799221.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -799227.750000 Penalty: 4423.052734
	Iteration 23Q: 3 clusters Score -799227.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -799229.437500 Penalty: 4423.052734
	Iteration 24Q: 3 clusters Score -799229.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -799227.812500 Penalty: 4423.052734
	Iteration 25Q: 3 clusters Score -799227.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -799228.000000 Penalty: 4423.052734
	Iteration 26Q: 3 clusters Score -799228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -799228.000000 Penalty: 4423.052734
	Iteration 27F: 3 clusters Score -799228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (26847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Entering Unmasked Estep 
Score: -2947977.250000 Penalty: 2529.081543
	Iteration 0F: 2 clusters Score -2947977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -2929543.000000 Penalty: 5058.163086
	Iteration 0F: 3 clusters Score -2929543 nChanged 11935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2936218.250000 Penalty: 5058.163086
	Iteration 1F: 3 clusters Score -2936218 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2936853.250000 Penalty: 5058.163086
	Iteration 2F: 3 clusters Score -2936853 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -2937436.500000 Penalty: 5058.163086
	Iteration 3F: 3 clusters Score -2937436 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2938026.000000 Penalty: 5058.163086
	Iteration 4Q: 3 clusters Score -2938026 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2938621.000000 Penalty: 5058.163086
	Iteration 5Q: 3 clusters Score -2938621 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2939185.500000 Penalty: 5058.163086
	Iteration 6Q: 3 clusters Score -2939186 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2939762.000000 Penalty: 5058.163086
	Iteration 7Q: 3 clusters Score -2939762 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2940293.000000 Penalty: 5058.163086
	Iteration 8Q: 3 clusters Score -2940293 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2940794.250000 Penalty: 5058.163086
	Iteration 9Q: 3 clusters Score -2940794 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2941263.500000 Penalty: 5058.163086
	Iteration 10Q: 3 clusters Score -2941264 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -2941698.750000 Penalty: 5058.163086
	Iteration 11Q: 3 clusters Score -2941699 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2942091.000000 Penalty: 5058.163086
	Iteration 12Q: 3 clusters Score -2942091 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2942418.000000 Penalty: 5058.163086
	Iteration 13Q: 3 clusters Score -2942418 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2942639.500000 Penalty: 5058.163086
	Iteration 14Q: 3 clusters Score -2942640 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2942840.500000 Penalty: 5058.163086
	Iteration 15Q: 3 clusters Score -2942840 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -2943008.000000 Penalty: 5058.163086
	Iteration 16Q: 3 clusters Score -2943008 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -2943173.250000 Penalty: 5058.163086
	Iteration 17Q: 3 clusters Score -2943173 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2943301.750000 Penalty: 5058.163086
	Iteration 18Q: 3 clusters Score -2943302 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2943445.500000 Penalty: 5058.163086
	Iteration 19Q: 3 clusters Score -2943446 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2943583.500000 Penalty: 5058.163086
	Iteration 20F: 3 clusters Score -2943584 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -2943711.000000 Penalty: 5058.163086
	Iteration 21Q: 3 clusters Score -2943711 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2943845.000000 Penalty: 5058.163086
	Iteration 22Q: 3 clusters Score -2943845 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2943954.750000 Penalty: 5058.163086
	Iteration 23Q: 3 clusters Score -2943955 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2944067.500000 Penalty: 5058.163086
	Iteration 24Q: 3 clusters Score -2944068 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2944187.500000 Penalty: 5058.163086
	Iteration 25Q: 3 clusters Score -2944188 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2944327.750000 Penalty: 5058.163086
	Iteration 26Q: 3 clusters Score -2944328 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2944445.250000 Penalty: 5058.163086
	Iteration 27Q: 3 clusters Score -2944445 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -2944566.000000 Penalty: 5058.163086
	Iteration 28Q: 3 clusters Score -2944566 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -2944653.500000 Penalty: 5058.163086
	Iteration 29Q: 3 clusters Score -2944654 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2944779.250000 Penalty: 5058.163086
	Iteration 30Q: 3 clusters Score -2944779 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2944894.000000 Penalty: 5058.163086
	Iteration 31Q: 3 clusters Score -2944894 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2945003.250000 Penalty: 5058.163086
	Iteration 32Q: 3 clusters Score -2945003 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2945109.750000 Penalty: 5058.163086
	Iteration 33Q: 3 clusters Score -2945110 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2945180.500000 Penalty: 5058.163086
	Iteration 34Q: 3 clusters Score -2945180 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2945248.750000 Penalty: 5058.163086
	Iteration 35Q: 3 clusters Score -2945249 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2945292.250000 Penalty: 5058.163086
	Iteration 36Q: 3 clusters Score -2945292 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2945338.250000 Penalty: 5058.163086
	Iteration 37Q: 3 clusters Score -2945338 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2945362.750000 Penalty: 5058.163086
	Iteration 38Q: 3 clusters Score -2945363 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2945399.500000 Penalty: 5058.163086
	Iteration 39Q: 3 clusters Score -2945400 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2945416.250000 Penalty: 5058.163086
	Iteration 40F: 3 clusters Score -2945416 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2945448.250000 Penalty: 5058.163086
	Iteration 41Q: 3 clusters Score -2945448 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2945469.250000 Penalty: 5058.163086
	Iteration 42Q: 3 clusters Score -2945469 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2945492.250000 Penalty: 5058.163086
	Iteration 43Q: 3 clusters Score -2945492 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2945509.250000 Penalty: 5058.163086
	Iteration 44Q: 3 clusters Score -2945509 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2945527.500000 Penalty: 5058.163086
	Iteration 45Q: 3 clusters Score -2945528 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2945549.500000 Penalty: 5058.163086
	Iteration 46Q: 3 clusters Score -2945550 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2945564.000000 Penalty: 5058.163086
	Iteration 47Q: 3 clusters Score -2945564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2945575.000000 Penalty: 5058.163086
	Iteration 48Q: 3 clusters Score -2945575 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2945587.000000 Penalty: 5058.163086
	Iteration 49Q: 3 clusters Score -2945587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2945591.000000 Penalty: 5058.163086
	Iteration 50Q: 3 clusters Score -2945591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2945604.500000 Penalty: 5058.163086
	Iteration 51Q: 3 clusters Score -2945604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2945612.000000 Penalty: 5058.163086
	Iteration 52Q: 3 clusters Score -2945612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2945620.000000 Penalty: 5058.163086
	Iteration 53Q: 3 clusters Score -2945620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2945629.500000 Penalty: 5058.163086
	Iteration 54Q: 3 clusters Score -2945630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2945645.250000 Penalty: 5058.163086
	Iteration 55Q: 3 clusters Score -2945645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2945652.250000 Penalty: 5058.163086
	Iteration 56Q: 3 clusters Score -2945652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2945666.250000 Penalty: 5058.163086
	Iteration 57Q: 3 clusters Score -2945666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2945673.500000 Penalty: 5058.163086
	Iteration 58Q: 3 clusters Score -2945674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2945684.000000 Penalty: 5058.163086
	Iteration 59Q: 3 clusters Score -2945684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2945689.250000 Penalty: 5058.163086
	Iteration 60F: 3 clusters Score -2945689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2945690.750000 Penalty: 5058.163086
	Iteration 61Q: 3 clusters Score -2945691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2945698.500000 Penalty: 5058.163086
	Iteration 62Q: 3 clusters Score -2945698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2945707.000000 Penalty: 5058.163086
	Iteration 63Q: 3 clusters Score -2945707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2945717.500000 Penalty: 5058.163086
	Iteration 64Q: 3 clusters Score -2945718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2945720.500000 Penalty: 5058.163086
	Iteration 65Q: 3 clusters Score -2945720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2945719.000000 Penalty: 5058.163086
	Iteration 66Q: 3 clusters Score -2945719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2945731.750000 Penalty: 5058.163086
	Iteration 67Q: 3 clusters Score -2945732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2945737.250000 Penalty: 5058.163086
	Iteration 68Q: 3 clusters Score -2945737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2945742.500000 Penalty: 5058.163086
	Iteration 69Q: 3 clusters Score -2945742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2945748.500000 Penalty: 5058.163086
	Iteration 70Q: 3 clusters Score -2945748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2945750.750000 Penalty: 5058.163086
	Iteration 71Q: 3 clusters Score -2945751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2945748.500000 Penalty: 5058.163086
	Iteration 72Q: 3 clusters Score -2945748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2945746.500000 Penalty: 5058.163086
	Iteration 73Q: 3 clusters Score -2945746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2945749.750000 Penalty: 5058.163086
	Iteration 74Q: 3 clusters Score -2945750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2945749.750000 Penalty: 5058.163086
	Iteration 75Q: 3 clusters Score -2945750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2945750.750000 Penalty: 5058.163086
	Iteration 76Q: 3 clusters Score -2945751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2945752.500000 Penalty: 5058.163086
	Iteration 77Q: 3 clusters Score -2945752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2945761.250000 Penalty: 5058.163086
	Iteration 78Q: 3 clusters Score -2945761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2945761.500000 Penalty: 5058.163086
	Iteration 79Q: 3 clusters Score -2945762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2945764.250000 Penalty: 5058.163086
	Iteration 80F: 3 clusters Score -2945764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2945766.250000 Penalty: 5058.163086
	Iteration 81Q: 3 clusters Score -2945766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2945769.500000 Penalty: 5058.163086
	Iteration 82Q: 3 clusters Score -2945770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2945770.500000 Penalty: 5058.163086
	Iteration 83Q: 3 clusters Score -2945770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2945770.000000 Penalty: 5058.163086
	Iteration 84Q: 3 clusters Score -2945770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2945771.750000 Penalty: 5058.163086
	Iteration 85Q: 3 clusters Score -2945772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2945772.000000 Penalty: 5058.163086
	Iteration 86Q: 3 clusters Score -2945772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2945777.500000 Penalty: 5058.163086
	Iteration 87Q: 3 clusters Score -2945778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2945784.250000 Penalty: 5058.163086
	Iteration 88Q: 3 clusters Score -2945784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2945782.250000 Penalty: 5058.163086
	Iteration 89Q: 3 clusters Score -2945782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2945790.000000 Penalty: 5058.163086
	Iteration 90Q: 3 clusters Score -2945790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2945787.250000 Penalty: 5058.163086
	Iteration 91Q: 3 clusters Score -2945787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2945796.000000 Penalty: 5058.163086
	Iteration 92Q: 3 clusters Score -2945796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2945803.250000 Penalty: 5058.163086
	Iteration 93Q: 3 clusters Score -2945803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2945802.750000 Penalty: 5058.163086
	Iteration 94Q: 3 clusters Score -2945803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2945801.750000 Penalty: 5058.163086
	Iteration 95Q: 3 clusters Score -2945802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2945803.750000 Penalty: 5058.163086
	Iteration 96Q: 3 clusters Score -2945804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2945802.750000 Penalty: 5058.163086
	Iteration 97Q: 3 clusters Score -2945803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2945802.750000 Penalty: 5058.163086
	Iteration 98F: 3 clusters Score -2945803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Entering Unmasked Estep 
Score: -838825.125000 Penalty: 2223.941162
	Iteration 0F: 2 clusters Score -838825.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -832513.250000 Penalty: 4447.882324
	Iteration 0F: 3 clusters Score -832513.2 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -834147.687500 Penalty: 4447.882324
	Iteration 1F: 3 clusters Score -834147.7 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -834446.875000 Penalty: 4447.882324
	Iteration 2F: 3 clusters Score -834446.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -834655.062500 Penalty: 4447.882324
	Iteration 3F: 3 clusters Score -834655.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -834875.500000 Penalty: 4447.882324
	Iteration 4Q: 3 clusters Score -834875.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -835096.000000 Penalty: 4447.882324
	Iteration 5Q: 3 clusters Score -835096 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -835305.750000 Penalty: 4447.882324
	Iteration 6Q: 3 clusters Score -835305.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -835485.812500 Penalty: 4447.882324
	Iteration 7Q: 3 clusters Score -835485.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -835706.625000 Penalty: 4447.882324
	Iteration 8Q: 3 clusters Score -835706.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -835929.250000 Penalty: 4447.882324
	Iteration 9Q: 3 clusters Score -835929.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -836169.000000 Penalty: 4447.882324
	Iteration 10Q: 3 clusters Score -836169 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -836431.687500 Penalty: 4447.882324
	Iteration 11Q: 3 clusters Score -836431.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -836675.250000 Penalty: 4447.882324
	Iteration 12Q: 3 clusters Score -836675.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -836855.562500 Penalty: 4447.882324
	Iteration 13Q: 3 clusters Score -836855.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -836986.312500 Penalty: 4447.882324
	Iteration 14Q: 3 clusters Score -836986.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -837062.687500 Penalty: 4447.882324
	Iteration 15Q: 3 clusters Score -837062.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -837115.062500 Penalty: 4447.882324
	Iteration 16Q: 3 clusters Score -837115.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -837156.312500 Penalty: 4447.882324
	Iteration 17Q: 3 clusters Score -837156.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -837179.000000 Penalty: 4447.882324
	Iteration 18Q: 3 clusters Score -837179 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -837196.750000 Penalty: 4447.882324
	Iteration 19Q: 3 clusters Score -837196.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -837218.687500 Penalty: 4447.882324
	Iteration 20F: 3 clusters Score -837218.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -837249.312500 Penalty: 4447.882324
	Iteration 21Q: 3 clusters Score -837249.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -837281.687500 Penalty: 4447.882324
	Iteration 22Q: 3 clusters Score -837281.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -837314.625000 Penalty: 4447.882324
	Iteration 23Q: 3 clusters Score -837314.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -837344.687500 Penalty: 4447.882324
	Iteration 24Q: 3 clusters Score -837344.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -837368.125000 Penalty: 4447.882324
	Iteration 25Q: 3 clusters Score -837368.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -837390.562500 Penalty: 4447.882324
	Iteration 26Q: 3 clusters Score -837390.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -837417.687500 Penalty: 4447.882324
	Iteration 27Q: 3 clusters Score -837417.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -837446.812500 Penalty: 4447.882324
	Iteration 28Q: 3 clusters Score -837446.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -837480.250000 Penalty: 4447.882324
	Iteration 29Q: 3 clusters Score -837480.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -837508.625000 Penalty: 4447.882324
	Iteration 30Q: 3 clusters Score -837508.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -837533.625000 Penalty: 4447.882324
	Iteration 31Q: 3 clusters Score -837533.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -837551.687500 Penalty: 4447.882324
	Iteration 32Q: 3 clusters Score -837551.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -837571.125000 Penalty: 4447.882324
	Iteration 33Q: 3 clusters Score -837571.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -837590.875000 Penalty: 4447.882324
	Iteration 34Q: 3 clusters Score -837590.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -837620.500000 Penalty: 4447.882324
	Iteration 35Q: 3 clusters Score -837620.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -837645.375000 Penalty: 4447.882324
	Iteration 36Q: 3 clusters Score -837645.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -837677.437500 Penalty: 4447.882324
	Iteration 37Q: 3 clusters Score -837677.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -837713.625000 Penalty: 4447.882324
	Iteration 38Q: 3 clusters Score -837713.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -837746.500000 Penalty: 4447.882324
	Iteration 39Q: 3 clusters Score -837746.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -837778.500000 Penalty: 4447.882324
	Iteration 40F: 3 clusters Score -837778.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -837796.687500 Penalty: 4447.882324
	Iteration 41Q: 3 clusters Score -837796.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -837812.687500 Penalty: 4447.882324
	Iteration 42Q: 3 clusters Score -837812.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -837827.687500 Penalty: 4447.882324
	Iteration 43Q: 3 clusters Score -837827.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -837851.375000 Penalty: 4447.882324
	Iteration 44Q: 3 clusters Score -837851.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -837870.812500 Penalty: 4447.882324
	Iteration 45Q: 3 clusters Score -837870.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -837884.250000 Penalty: 4447.882324
	Iteration 46Q: 3 clusters Score -837884.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -837892.562500 Penalty: 4447.882324
	Iteration 47Q: 3 clusters Score -837892.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -837894.312500 Penalty: 4447.882324
	Iteration 48Q: 3 clusters Score -837894.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -837898.125000 Penalty: 4447.882324
	Iteration 49Q: 3 clusters Score -837898.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -837900.000000 Penalty: 4447.882324
	Iteration 50Q: 3 clusters Score -837900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -837901.437500 Penalty: 4447.882324
	Iteration 51Q: 3 clusters Score -837901.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -837901.687500 Penalty: 4447.882324
	Iteration 52Q: 3 clusters Score -837901.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -837902.312500 Penalty: 4447.882324
	Iteration 53Q: 3 clusters Score -837902.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -837902.312500 Penalty: 4447.882324
	Iteration 54F: 3 clusters Score -837902.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -73739.093750 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -73739.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -72051.171875 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -72051.17 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -72308.679688 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -72308.68 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -72388.851562 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -72388.85 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -72483.148438 Penalty: 3292.729736
	Iteration 3Q: 3 clusters Score -72483.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -72552.843750 Penalty: 3292.729736
	Iteration 4Q: 3 clusters Score -72552.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -72734.601562 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -72734.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -73003.484375 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -73003.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -73149.367188 Penalty: 3292.729736
	Iteration 7F: 3 clusters Score -73149.37 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -73225.039062 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -73225.04 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -73301.164062 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -73301.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -73362.242188 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -73362.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -73421.742188 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -73421.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -73467.218750 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -73467.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -73497.226562 Penalty: 3292.729736
	Iteration 13Q: 3 clusters Score -73497.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -73504.820312 Penalty: 3292.729736
	Iteration 14Q: 3 clusters Score -73504.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -73511.781250 Penalty: 3292.729736
	Iteration 15Q: 3 clusters Score -73511.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -73512.562500 Penalty: 3292.729736
	Iteration 16Q: 3 clusters Score -73512.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -73514.726562 Penalty: 3292.729736
	Iteration 17Q: 3 clusters Score -73514.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -73517.992188 Penalty: 3292.729736
	Iteration 18Q: 3 clusters Score -73517.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -73521.367188 Penalty: 3292.729736
	Iteration 19Q: 3 clusters Score -73521.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -73524.171875 Penalty: 3292.729736
	Iteration 20F: 3 clusters Score -73524.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -73526.109375 Penalty: 3292.729736
	Iteration 21Q: 3 clusters Score -73526.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -73526.109375 Penalty: 3292.729736
	Iteration 22F: 3 clusters Score -73526.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -33668.375000 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -33668.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32350.742188 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -32350.74 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32500.332031 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -32500.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32520.044922 Penalty: 2885.287109
	Iteration 2Q: 3 clusters Score -32520.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32522.740234 Penalty: 2885.287109
	Iteration 3Q: 3 clusters Score -32522.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32522.740234 Penalty: 2885.287109
	Iteration 4F: 3 clusters Score -32522.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Entering Unmasked Estep 
Score: -129461.703125 Penalty: 1774.731812
	Iteration 0F: 2 clusters Score -129461.7 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 635 members 
Entering Unmasked Estep 
Score: -127326.742188 Penalty: 3549.463623
	Iteration 0F: 3 clusters Score -127326.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -127629.148438 Penalty: 3549.463623
	Iteration 1F: 3 clusters Score -127629.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -127742.890625 Penalty: 3549.463623
	Iteration 2F: 3 clusters Score -127742.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -127836.710938 Penalty: 3549.463623
	Iteration 3F: 3 clusters Score -127836.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -127877.492188 Penalty: 3549.463623
	Iteration 4Q: 3 clusters Score -127877.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -127914.500000 Penalty: 3549.463623
	Iteration 5Q: 3 clusters Score -127914.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -127932.992188 Penalty: 3549.463623
	Iteration 6Q: 3 clusters Score -127933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -127946.078125 Penalty: 3549.463623
	Iteration 7Q: 3 clusters Score -127946.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -127959.015625 Penalty: 3549.463623
	Iteration 8Q: 3 clusters Score -127959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -127978.046875 Penalty: 3549.463623
	Iteration 9Q: 3 clusters Score -127978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -127992.343750 Penalty: 3549.463623
	Iteration 10Q: 3 clusters Score -127992.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -128002.914062 Penalty: 3549.463623
	Iteration 11Q: 3 clusters Score -128002.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -128014.375000 Penalty: 3549.463623
	Iteration 12Q: 3 clusters Score -128014.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -128023.625000 Penalty: 3549.463623
	Iteration 13Q: 3 clusters Score -128023.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -128028.531250 Penalty: 3549.463623
	Iteration 14Q: 3 clusters Score -128028.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -128030.601562 Penalty: 3549.463623
	Iteration 15Q: 3 clusters Score -128030.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -128030.812500 Penalty: 3549.463623
	Iteration 16Q: 3 clusters Score -128030.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -128030.812500 Penalty: 3549.463623
	Iteration 17F: 3 clusters Score -128030.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (11078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Entering Unmasked Estep 
Score: -886515.625000 Penalty: 2309.553711
	Iteration 0F: 2 clusters Score -886515.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -878138.000000 Penalty: 4619.107422
	Iteration 0F: 3 clusters Score -878138 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -880715.312500 Penalty: 4619.107422
	Iteration 1F: 3 clusters Score -880715.3 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -881147.875000 Penalty: 4619.107422
	Iteration 2F: 3 clusters Score -881147.9 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -881516.187500 Penalty: 4619.107422
	Iteration 3F: 3 clusters Score -881516.2 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -881853.937500 Penalty: 4619.107422
	Iteration 4F: 3 clusters Score -881853.9 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -882131.062500 Penalty: 4619.107422
	Iteration 5Q: 3 clusters Score -882131.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -882352.812500 Penalty: 4619.107422
	Iteration 6Q: 3 clusters Score -882352.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -882568.812500 Penalty: 4619.107422
	Iteration 7Q: 3 clusters Score -882568.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -882772.375000 Penalty: 4619.107422
	Iteration 8Q: 3 clusters Score -882772.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -883023.562500 Penalty: 4619.107422
	Iteration 9Q: 3 clusters Score -883023.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -883310.937500 Penalty: 4619.107422
	Iteration 10Q: 3 clusters Score -883310.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -883609.937500 Penalty: 4619.107422
	Iteration 11Q: 3 clusters Score -883609.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -883868.937500 Penalty: 4619.107422
	Iteration 12Q: 3 clusters Score -883868.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -884093.875000 Penalty: 4619.107422
	Iteration 13Q: 3 clusters Score -884093.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -884263.500000 Penalty: 4619.107422
	Iteration 14Q: 3 clusters Score -884263.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -884389.375000 Penalty: 4619.107422
	Iteration 15Q: 3 clusters Score -884389.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -884482.375000 Penalty: 4619.107422
	Iteration 16Q: 3 clusters Score -884482.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -884566.750000 Penalty: 4619.107422
	Iteration 17Q: 3 clusters Score -884566.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -884632.250000 Penalty: 4619.107422
	Iteration 18Q: 3 clusters Score -884632.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -884683.625000 Penalty: 4619.107422
	Iteration 19Q: 3 clusters Score -884683.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -884723.062500 Penalty: 4619.107422
	Iteration 20F: 3 clusters Score -884723.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -884766.375000 Penalty: 4619.107422
	Iteration 21Q: 3 clusters Score -884766.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -884809.312500 Penalty: 4619.107422
	Iteration 22Q: 3 clusters Score -884809.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -884848.937500 Penalty: 4619.107422
	Iteration 23Q: 3 clusters Score -884848.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -884890.375000 Penalty: 4619.107422
	Iteration 24Q: 3 clusters Score -884890.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -884924.687500 Penalty: 4619.107422
	Iteration 25Q: 3 clusters Score -884924.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -884956.125000 Penalty: 4619.107422
	Iteration 26Q: 3 clusters Score -884956.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -884973.250000 Penalty: 4619.107422
	Iteration 27Q: 3 clusters Score -884973.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -884993.625000 Penalty: 4619.107422
	Iteration 28Q: 3 clusters Score -884993.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -885007.625000 Penalty: 4619.107422
	Iteration 29Q: 3 clusters Score -885007.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -885019.250000 Penalty: 4619.107422
	Iteration 30Q: 3 clusters Score -885019.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -885028.687500 Penalty: 4619.107422
	Iteration 31Q: 3 clusters Score -885028.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -885038.062500 Penalty: 4619.107422
	Iteration 32Q: 3 clusters Score -885038.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -885043.250000 Penalty: 4619.107422
	Iteration 33Q: 3 clusters Score -885043.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -885046.750000 Penalty: 4619.107422
	Iteration 34Q: 3 clusters Score -885046.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -885049.437500 Penalty: 4619.107422
	Iteration 35Q: 3 clusters Score -885049.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -885051.500000 Penalty: 4619.107422
	Iteration 36Q: 3 clusters Score -885051.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -885054.312500 Penalty: 4619.107422
	Iteration 37Q: 3 clusters Score -885054.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -885052.000000 Penalty: 4619.107422
	Iteration 38Q: 3 clusters Score -885052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -885052.000000 Penalty: 4619.107422
	Iteration 39F: 3 clusters Score -885052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Entering Unmasked Estep 
Score: -594348.812500 Penalty: 2136.755859
	Iteration 0F: 2 clusters Score -594348.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -589530.812500 Penalty: 4273.511719
	Iteration 0F: 3 clusters Score -589530.8 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -590806.875000 Penalty: 4273.511719
	Iteration 1F: 3 clusters Score -590806.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -591189.437500 Penalty: 4273.511719
	Iteration 2F: 3 clusters Score -591189.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -591626.687500 Penalty: 4273.511719
	Iteration 3F: 3 clusters Score -591626.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -592082.250000 Penalty: 4273.511719
	Iteration 4F: 3 clusters Score -592082.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -592490.125000 Penalty: 4273.511719
	Iteration 5F: 3 clusters Score -592490.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -592845.125000 Penalty: 4273.511719
	Iteration 6F: 3 clusters Score -592845.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -593189.375000 Penalty: 4273.511719
	Iteration 7F: 3 clusters Score -593189.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -593446.000000 Penalty: 4273.511719
	Iteration 8F: 3 clusters Score -593446 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -593674.500000 Penalty: 4273.511719
	Iteration 9Q: 3 clusters Score -593674.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -593852.375000 Penalty: 4273.511719
	Iteration 10Q: 3 clusters Score -593852.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -593997.000000 Penalty: 4273.511719
	Iteration 11Q: 3 clusters Score -593997 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -594078.500000 Penalty: 4273.511719
	Iteration 12Q: 3 clusters Score -594078.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -594124.687500 Penalty: 4273.511719
	Iteration 13Q: 3 clusters Score -594124.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -594148.687500 Penalty: 4273.511719
	Iteration 14Q: 3 clusters Score -594148.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -594163.937500 Penalty: 4273.511719
	Iteration 15Q: 3 clusters Score -594163.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -594176.250000 Penalty: 4273.511719
	Iteration 16Q: 3 clusters Score -594176.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -594187.187500 Penalty: 4273.511719
	Iteration 17Q: 3 clusters Score -594187.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -594196.437500 Penalty: 4273.511719
	Iteration 18Q: 3 clusters Score -594196.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -594203.250000 Penalty: 4273.511719
	Iteration 19Q: 3 clusters Score -594203.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -594209.312500 Penalty: 4273.511719
	Iteration 20F: 3 clusters Score -594209.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -594212.562500 Penalty: 4273.511719
	Iteration 21Q: 3 clusters Score -594212.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -594213.875000 Penalty: 4273.511719
	Iteration 22Q: 3 clusters Score -594213.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -594213.687500 Penalty: 4273.511719
	Iteration 23Q: 3 clusters Score -594213.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -594214.312500 Penalty: 4273.511719
	Iteration 24Q: 3 clusters Score -594214.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -594215.062500 Penalty: 4273.511719
	Iteration 25Q: 3 clusters Score -594215.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -594216.000000 Penalty: 4273.511719
	Iteration 26Q: 3 clusters Score -594216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -594217.625000 Penalty: 4273.511719
	Iteration 27Q: 3 clusters Score -594217.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -594217.312500 Penalty: 4273.511719
	Iteration 28Q: 3 clusters Score -594217.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -594218.437500 Penalty: 4273.511719
	Iteration 29Q: 3 clusters Score -594218.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -594218.875000 Penalty: 4273.511719
	Iteration 30Q: 3 clusters Score -594218.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -594219.562500 Penalty: 4273.511719
	Iteration 31Q: 3 clusters Score -594219.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -594219.812500 Penalty: 4273.511719
	Iteration 32Q: 3 clusters Score -594219.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -594219.812500 Penalty: 4273.511719
	Iteration 33F: 3 clusters Score -594219.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (25431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Entering Unmasked Estep 
Score: -2206066.750000 Penalty: 2515.643555
	Iteration 0F: 2 clusters Score -2206067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2188499.500000 Penalty: 5031.287109
	Iteration 0F: 3 clusters Score -2188500 nChanged 11267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2194887.000000 Penalty: 5031.287109
	Iteration 1F: 3 clusters Score -2194887 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2195627.500000 Penalty: 5031.287109
	Iteration 2F: 3 clusters Score -2195628 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2196279.500000 Penalty: 5031.287109
	Iteration 3F: 3 clusters Score -2196280 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2196906.000000 Penalty: 5031.287109
	Iteration 4F: 3 clusters Score -2196906 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -2197474.500000 Penalty: 5031.287109
	Iteration 5Q: 3 clusters Score -2197474 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2197991.750000 Penalty: 5031.287109
	Iteration 6Q: 3 clusters Score -2197992 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2198494.000000 Penalty: 5031.287109
	Iteration 7Q: 3 clusters Score -2198494 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2198949.500000 Penalty: 5031.287109
	Iteration 8Q: 3 clusters Score -2198950 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2199368.500000 Penalty: 5031.287109
	Iteration 9Q: 3 clusters Score -2199368 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -2199743.750000 Penalty: 5031.287109
	Iteration 10Q: 3 clusters Score -2199744 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2200087.000000 Penalty: 5031.287109
	Iteration 11Q: 3 clusters Score -2200087 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2200383.750000 Penalty: 5031.287109
	Iteration 12Q: 3 clusters Score -2200384 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2200631.750000 Penalty: 5031.287109
	Iteration 13Q: 3 clusters Score -2200632 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -2200862.250000 Penalty: 5031.287109
	Iteration 14Q: 3 clusters Score -2200862 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -2201052.250000 Penalty: 5031.287109
	Iteration 15Q: 3 clusters Score -2201052 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -2201206.750000 Penalty: 5031.287109
	Iteration 16Q: 3 clusters Score -2201207 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -2201341.000000 Penalty: 5031.287109
	Iteration 17Q: 3 clusters Score -2201341 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2201452.000000 Penalty: 5031.287109
	Iteration 18Q: 3 clusters Score -2201452 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2201545.250000 Penalty: 5031.287109
	Iteration 19Q: 3 clusters Score -2201545 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -2201621.500000 Penalty: 5031.287109
	Iteration 20F: 3 clusters Score -2201622 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -2201686.250000 Penalty: 5031.287109
	Iteration 21Q: 3 clusters Score -2201686 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -2201771.250000 Penalty: 5031.287109
	Iteration 22Q: 3 clusters Score -2201771 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2201844.500000 Penalty: 5031.287109
	Iteration 23Q: 3 clusters Score -2201844 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -2201932.750000 Penalty: 5031.287109
	Iteration 24Q: 3 clusters Score -2201933 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2202017.250000 Penalty: 5031.287109
	Iteration 25Q: 3 clusters Score -2202017 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -2202110.500000 Penalty: 5031.287109
	Iteration 26Q: 3 clusters Score -2202110 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2202184.500000 Penalty: 5031.287109
	Iteration 27Q: 3 clusters Score -2202184 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -2202277.250000 Penalty: 5031.287109
	Iteration 28Q: 3 clusters Score -2202277 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2202363.500000 Penalty: 5031.287109
	Iteration 29Q: 3 clusters Score -2202364 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -2202488.250000 Penalty: 5031.287109
	Iteration 30Q: 3 clusters Score -2202488 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -2202620.000000 Penalty: 5031.287109
	Iteration 31Q: 3 clusters Score -2202620 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -2202729.000000 Penalty: 5031.287109
	Iteration 32Q: 3 clusters Score -2202729 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -2202856.000000 Penalty: 5031.287109
	Iteration 33Q: 3 clusters Score -2202856 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -2202956.000000 Penalty: 5031.287109
	Iteration 34Q: 3 clusters Score -2202956 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -2203038.250000 Penalty: 5031.287109
	Iteration 35Q: 3 clusters Score -2203038 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -2203121.500000 Penalty: 5031.287109
	Iteration 36Q: 3 clusters Score -2203122 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -2203205.250000 Penalty: 5031.287109
	Iteration 37Q: 3 clusters Score -2203205 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -2203284.500000 Penalty: 5031.287109
	Iteration 38Q: 3 clusters Score -2203284 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -2203379.250000 Penalty: 5031.287109
	Iteration 39Q: 3 clusters Score -2203379 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -2203470.500000 Penalty: 5031.287109
	Iteration 40F: 3 clusters Score -2203470 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -2203533.000000 Penalty: 5031.287109
	Iteration 41Q: 3 clusters Score -2203533 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -2203605.750000 Penalty: 5031.287109
	Iteration 42Q: 3 clusters Score -2203606 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -2203655.750000 Penalty: 5031.287109
	Iteration 43Q: 3 clusters Score -2203656 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -2203703.750000 Penalty: 5031.287109
	Iteration 44Q: 3 clusters Score -2203704 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -2203747.250000 Penalty: 5031.287109
	Iteration 45Q: 3 clusters Score -2203747 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -2203780.750000 Penalty: 5031.287109
	Iteration 46Q: 3 clusters Score -2203781 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -2203815.250000 Penalty: 5031.287109
	Iteration 47Q: 3 clusters Score -2203815 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -2203860.750000 Penalty: 5031.287109
	Iteration 48Q: 3 clusters Score -2203861 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -2203895.750000 Penalty: 5031.287109
	Iteration 49Q: 3 clusters Score -2203896 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -2203935.750000 Penalty: 5031.287109
	Iteration 50Q: 3 clusters Score -2203936 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -2203963.250000 Penalty: 5031.287109
	Iteration 51Q: 3 clusters Score -2203963 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -2203989.250000 Penalty: 5031.287109
	Iteration 52Q: 3 clusters Score -2203989 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -2204003.750000 Penalty: 5031.287109
	Iteration 53Q: 3 clusters Score -2204004 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -2204024.000000 Penalty: 5031.287109
	Iteration 54Q: 3 clusters Score -2204024 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -2204041.000000 Penalty: 5031.287109
	Iteration 55Q: 3 clusters Score -2204041 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -2204057.250000 Penalty: 5031.287109
	Iteration 56Q: 3 clusters Score -2204057 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -2204071.750000 Penalty: 5031.287109
	Iteration 57Q: 3 clusters Score -2204072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -2204079.500000 Penalty: 5031.287109
	Iteration 58Q: 3 clusters Score -2204080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -2204098.500000 Penalty: 5031.287109
	Iteration 59Q: 3 clusters Score -2204098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -2204111.500000 Penalty: 5031.287109
	Iteration 60F: 3 clusters Score -2204112 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -2204124.250000 Penalty: 5031.287109
	Iteration 61Q: 3 clusters Score -2204124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -2204134.000000 Penalty: 5031.287109
	Iteration 62Q: 3 clusters Score -2204134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -2204143.750000 Penalty: 5031.287109
	Iteration 63Q: 3 clusters Score -2204144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -2204148.250000 Penalty: 5031.287109
	Iteration 64Q: 3 clusters Score -2204148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -2204151.500000 Penalty: 5031.287109
	Iteration 65Q: 3 clusters Score -2204152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -2204153.500000 Penalty: 5031.287109
	Iteration 66Q: 3 clusters Score -2204154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -2204161.750000 Penalty: 5031.287109
	Iteration 67Q: 3 clusters Score -2204162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -2204165.500000 Penalty: 5031.287109
	Iteration 68Q: 3 clusters Score -2204166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -2204170.250000 Penalty: 5031.287109
	Iteration 69Q: 3 clusters Score -2204170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -2204175.500000 Penalty: 5031.287109
	Iteration 70Q: 3 clusters Score -2204176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -2204183.500000 Penalty: 5031.287109
	Iteration 71Q: 3 clusters Score -2204184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -2204184.000000 Penalty: 5031.287109
	Iteration 72Q: 3 clusters Score -2204184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -2204185.750000 Penalty: 5031.287109
	Iteration 73Q: 3 clusters Score -2204186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -2204183.250000 Penalty: 5031.287109
	Iteration 74Q: 3 clusters Score -2204183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -2204185.250000 Penalty: 5031.287109
	Iteration 75Q: 3 clusters Score -2204185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -2204184.500000 Penalty: 5031.287109
	Iteration 76Q: 3 clusters Score -2204184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -2204183.250000 Penalty: 5031.287109
	Iteration 77Q: 3 clusters Score -2204183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -2204183.250000 Penalty: 5031.287109
	Iteration 78F: 3 clusters Score -2204183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (16610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Entering Unmasked Estep 
Score: -1837306.875000 Penalty: 2410.004395
	Iteration 0F: 2 clusters Score -1837307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1825402.625000 Penalty: 4820.008789
	Iteration 0F: 3 clusters Score -1825403 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1829331.250000 Penalty: 4820.008789
	Iteration 1F: 3 clusters Score -1829331 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1829721.625000 Penalty: 4820.008789
	Iteration 2F: 3 clusters Score -1829722 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1829994.750000 Penalty: 4820.008789
	Iteration 3Q: 3 clusters Score -1829995 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1830251.000000 Penalty: 4820.008789
	Iteration 4Q: 3 clusters Score -1830251 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1830485.375000 Penalty: 4820.008789
	Iteration 5Q: 3 clusters Score -1830485 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1830746.250000 Penalty: 4820.008789
	Iteration 6Q: 3 clusters Score -1830746 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1831037.500000 Penalty: 4820.008789
	Iteration 7Q: 3 clusters Score -1831038 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1831377.875000 Penalty: 4820.008789
	Iteration 8Q: 3 clusters Score -1831378 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1831781.125000 Penalty: 4820.008789
	Iteration 9Q: 3 clusters Score -1831781 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1832297.125000 Penalty: 4820.008789
	Iteration 10Q: 3 clusters Score -1832297 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1832869.125000 Penalty: 4820.008789
	Iteration 11Q: 3 clusters Score -1832869 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1833484.000000 Penalty: 4820.008789
	Iteration 12Q: 3 clusters Score -1833484 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1834049.375000 Penalty: 4820.008789
	Iteration 13Q: 3 clusters Score -1834049 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1834468.625000 Penalty: 4820.008789
	Iteration 14Q: 3 clusters Score -1834469 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1834728.250000 Penalty: 4820.008789
	Iteration 15Q: 3 clusters Score -1834728 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1834904.000000 Penalty: 4820.008789
	Iteration 16Q: 3 clusters Score -1834904 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1835006.625000 Penalty: 4820.008789
	Iteration 17Q: 3 clusters Score -1835007 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1835061.250000 Penalty: 4820.008789
	Iteration 18Q: 3 clusters Score -1835061 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1835087.750000 Penalty: 4820.008789
	Iteration 19Q: 3 clusters Score -1835088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1835107.875000 Penalty: 4820.008789
	Iteration 20F: 3 clusters Score -1835108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1835123.875000 Penalty: 4820.008789
	Iteration 21Q: 3 clusters Score -1835124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1835137.875000 Penalty: 4820.008789
	Iteration 22Q: 3 clusters Score -1835138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1835143.250000 Penalty: 4820.008789
	Iteration 23Q: 3 clusters Score -1835143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1835145.125000 Penalty: 4820.008789
	Iteration 24Q: 3 clusters Score -1835145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1835145.125000 Penalty: 4820.008789
	Iteration 25Q: 3 clusters Score -1835145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1835144.375000 Penalty: 4820.008789
	Iteration 26Q: 3 clusters Score -1835144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1835146.125000 Penalty: 4820.008789
	Iteration 27Q: 3 clusters Score -1835146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1835146.125000 Penalty: 4820.008789
	Iteration 28F: 3 clusters Score -1835146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -16095.055664 Penalty: 1360.229614
	Iteration 0F: 2 clusters Score -16095.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14943.483398 Penalty: 2720.459229
	Iteration 0F: 3 clusters Score -14943.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15023.326172 Penalty: 2720.459229
	Iteration 1F: 3 clusters Score -15023.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15070.289062 Penalty: 2720.459229
	Iteration 2Q: 3 clusters Score -15070.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15085.694336 Penalty: 2720.459229
	Iteration 3Q: 3 clusters Score -15085.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15090.246094 Penalty: 2720.459229
	Iteration 4Q: 3 clusters Score -15090.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15096.227539 Penalty: 2720.459229
	Iteration 5Q: 3 clusters Score -15096.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15100.085938 Penalty: 2720.459229
	Iteration 6Q: 3 clusters Score -15100.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15107.273438 Penalty: 2720.459229
	Iteration 7Q: 3 clusters Score -15107.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15107.273438 Penalty: 2720.459229
	Iteration 8F: 3 clusters Score -15107.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -28276.843750 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -28276.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26976.046875 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -26976.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -27089.466797 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -27089.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27119.044922 Penalty: 2850.116943
	Iteration 2Q: 3 clusters Score -27119.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -27136.349609 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -27136.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -27142.605469 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -27142.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -27144.535156 Penalty: 2850.116943
	Iteration 5Q: 3 clusters Score -27144.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -27146.406250 Penalty: 2850.116943
	Iteration 6Q: 3 clusters Score -27146.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -27149.478516 Penalty: 2850.116943
	Iteration 7Q: 3 clusters Score -27149.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -27149.478516 Penalty: 2850.116943
	Iteration 8F: 3 clusters Score -27149.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (13656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Entering Unmasked Estep 
Score: -1317022.625000 Penalty: 2361.439697
	Iteration 0F: 2 clusters Score -1317023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1307084.625000 Penalty: 4722.879395
	Iteration 0F: 3 clusters Score -1307085 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1310338.250000 Penalty: 4722.879395
	Iteration 1F: 3 clusters Score -1310338 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1310942.125000 Penalty: 4722.879395
	Iteration 2F: 3 clusters Score -1310942 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1311524.000000 Penalty: 4722.879395
	Iteration 3F: 3 clusters Score -1311524 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1312090.750000 Penalty: 4722.879395
	Iteration 4F: 3 clusters Score -1312091 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1312514.500000 Penalty: 4722.879395
	Iteration 5F: 3 clusters Score -1312514 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1312824.250000 Penalty: 4722.879395
	Iteration 6Q: 3 clusters Score -1312824 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1313068.000000 Penalty: 4722.879395
	Iteration 7Q: 3 clusters Score -1313068 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1313229.375000 Penalty: 4722.879395
	Iteration 8Q: 3 clusters Score -1313229 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1313330.625000 Penalty: 4722.879395
	Iteration 9Q: 3 clusters Score -1313331 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1313403.750000 Penalty: 4722.879395
	Iteration 10Q: 3 clusters Score -1313404 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1313465.875000 Penalty: 4722.879395
	Iteration 11Q: 3 clusters Score -1313466 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1313509.000000 Penalty: 4722.879395
	Iteration 12Q: 3 clusters Score -1313509 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1313538.750000 Penalty: 4722.879395
	Iteration 13Q: 3 clusters Score -1313539 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1313560.500000 Penalty: 4722.879395
	Iteration 14Q: 3 clusters Score -1313560 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1313578.625000 Penalty: 4722.879395
	Iteration 15Q: 3 clusters Score -1313579 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1313595.125000 Penalty: 4722.879395
	Iteration 16Q: 3 clusters Score -1313595 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1313606.250000 Penalty: 4722.879395
	Iteration 17Q: 3 clusters Score -1313606 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1313627.250000 Penalty: 4722.879395
	Iteration 18Q: 3 clusters Score -1313627 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1313645.125000 Penalty: 4722.879395
	Iteration 19Q: 3 clusters Score -1313645 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1313674.250000 Penalty: 4722.879395
	Iteration 20F: 3 clusters Score -1313674 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1313705.375000 Penalty: 4722.879395
	Iteration 21Q: 3 clusters Score -1313705 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1313747.625000 Penalty: 4722.879395
	Iteration 22Q: 3 clusters Score -1313748 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1313793.625000 Penalty: 4722.879395
	Iteration 23Q: 3 clusters Score -1313794 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1313854.500000 Penalty: 4722.879395
	Iteration 24Q: 3 clusters Score -1313854 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1313913.625000 Penalty: 4722.879395
	Iteration 25Q: 3 clusters Score -1313914 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1313976.375000 Penalty: 4722.879395
	Iteration 26Q: 3 clusters Score -1313976 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1314048.500000 Penalty: 4722.879395
	Iteration 27Q: 3 clusters Score -1314048 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1314128.250000 Penalty: 4722.879395
	Iteration 28Q: 3 clusters Score -1314128 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1314206.375000 Penalty: 4722.879395
	Iteration 29Q: 3 clusters Score -1314206 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1314290.875000 Penalty: 4722.879395
	Iteration 30Q: 3 clusters Score -1314291 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1314378.375000 Penalty: 4722.879395
	Iteration 31Q: 3 clusters Score -1314378 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1314476.625000 Penalty: 4722.879395
	Iteration 32Q: 3 clusters Score -1314477 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1314587.750000 Penalty: 4722.879395
	Iteration 33Q: 3 clusters Score -1314588 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1314691.375000 Penalty: 4722.879395
	Iteration 34Q: 3 clusters Score -1314691 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1314785.500000 Penalty: 4722.879395
	Iteration 35Q: 3 clusters Score -1314786 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1314886.750000 Penalty: 4722.879395
	Iteration 36Q: 3 clusters Score -1314887 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1314998.250000 Penalty: 4722.879395
	Iteration 37Q: 3 clusters Score -1314998 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1315093.750000 Penalty: 4722.879395
	Iteration 38Q: 3 clusters Score -1315094 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1315147.250000 Penalty: 4722.879395
	Iteration 39Q: 3 clusters Score -1315147 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1315191.250000 Penalty: 4722.879395
	Iteration 40F: 3 clusters Score -1315191 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1315230.250000 Penalty: 4722.879395
	Iteration 41Q: 3 clusters Score -1315230 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1315264.750000 Penalty: 4722.879395
	Iteration 42Q: 3 clusters Score -1315265 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1315295.375000 Penalty: 4722.879395
	Iteration 43Q: 3 clusters Score -1315295 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1315313.875000 Penalty: 4722.879395
	Iteration 44Q: 3 clusters Score -1315314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1315337.125000 Penalty: 4722.879395
	Iteration 45Q: 3 clusters Score -1315337 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1315343.250000 Penalty: 4722.879395
	Iteration 46Q: 3 clusters Score -1315343 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1315355.375000 Penalty: 4722.879395
	Iteration 47Q: 3 clusters Score -1315355 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1315363.750000 Penalty: 4722.879395
	Iteration 48Q: 3 clusters Score -1315364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1315369.625000 Penalty: 4722.879395
	Iteration 49Q: 3 clusters Score -1315370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1315374.625000 Penalty: 4722.879395
	Iteration 50Q: 3 clusters Score -1315375 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1315384.500000 Penalty: 4722.879395
	Iteration 51Q: 3 clusters Score -1315384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1315392.875000 Penalty: 4722.879395
	Iteration 52Q: 3 clusters Score -1315393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1315393.875000 Penalty: 4722.879395
	Iteration 53Q: 3 clusters Score -1315394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1315407.125000 Penalty: 4722.879395
	Iteration 54Q: 3 clusters Score -1315407 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1315410.875000 Penalty: 4722.879395
	Iteration 55Q: 3 clusters Score -1315411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1315415.500000 Penalty: 4722.879395
	Iteration 56Q: 3 clusters Score -1315416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1315419.625000 Penalty: 4722.879395
	Iteration 57Q: 3 clusters Score -1315420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1315427.500000 Penalty: 4722.879395
	Iteration 58Q: 3 clusters Score -1315428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1315431.375000 Penalty: 4722.879395
	Iteration 59Q: 3 clusters Score -1315431 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1315442.125000 Penalty: 4722.879395
	Iteration 60F: 3 clusters Score -1315442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1315448.125000 Penalty: 4722.879395
	Iteration 61Q: 3 clusters Score -1315448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1315452.625000 Penalty: 4722.879395
	Iteration 62Q: 3 clusters Score -1315453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1315453.375000 Penalty: 4722.879395
	Iteration 63Q: 3 clusters Score -1315453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1315453.625000 Penalty: 4722.879395
	Iteration 64Q: 3 clusters Score -1315454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1315457.375000 Penalty: 4722.879395
	Iteration 65Q: 3 clusters Score -1315457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1315457.375000 Penalty: 4722.879395
	Iteration 66Q: 3 clusters Score -1315457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1315459.000000 Penalty: 4722.879395
	Iteration 67Q: 3 clusters Score -1315459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1315460.250000 Penalty: 4722.879395
	Iteration 68Q: 3 clusters Score -1315460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1315460.750000 Penalty: 4722.879395
	Iteration 69Q: 3 clusters Score -1315461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1315462.500000 Penalty: 4722.879395
	Iteration 70Q: 3 clusters Score -1315462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1315466.875000 Penalty: 4722.879395
	Iteration 71Q: 3 clusters Score -1315467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1315467.500000 Penalty: 4722.879395
	Iteration 72Q: 3 clusters Score -1315468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1315468.500000 Penalty: 4722.879395
	Iteration 73Q: 3 clusters Score -1315468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1315469.875000 Penalty: 4722.879395
	Iteration 74Q: 3 clusters Score -1315470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1315471.250000 Penalty: 4722.879395
	Iteration 75Q: 3 clusters Score -1315471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1315469.500000 Penalty: 4722.879395
	Iteration 76Q: 3 clusters Score -1315470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1315467.250000 Penalty: 4722.879395
	Iteration 77Q: 3 clusters Score -1315467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1315468.000000 Penalty: 4722.879395
	Iteration 78Q: 3 clusters Score -1315468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1315470.625000 Penalty: 4722.879395
	Iteration 79Q: 3 clusters Score -1315471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1315474.750000 Penalty: 4722.879395
	Iteration 80F: 3 clusters Score -1315475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1315475.750000 Penalty: 4722.879395
	Iteration 81Q: 3 clusters Score -1315476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1315479.500000 Penalty: 4722.879395
	Iteration 82Q: 3 clusters Score -1315480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1315481.750000 Penalty: 4722.879395
	Iteration 83Q: 3 clusters Score -1315482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1315482.250000 Penalty: 4722.879395
	Iteration 84Q: 3 clusters Score -1315482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1315482.250000 Penalty: 4722.879395
	Iteration 85Q: 3 clusters Score -1315482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1315482.875000 Penalty: 4722.879395
	Iteration 86Q: 3 clusters Score -1315483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1315482.625000 Penalty: 4722.879395
	Iteration 87Q: 3 clusters Score -1315483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1315483.750000 Penalty: 4722.879395
	Iteration 88Q: 3 clusters Score -1315484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1315482.250000 Penalty: 4722.879395
	Iteration 89Q: 3 clusters Score -1315482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1315481.375000 Penalty: 4722.879395
	Iteration 90Q: 3 clusters Score -1315481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1315482.125000 Penalty: 4722.879395
	Iteration 91Q: 3 clusters Score -1315482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1315482.625000 Penalty: 4722.879395
	Iteration 92Q: 3 clusters Score -1315483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1315484.125000 Penalty: 4722.879395
	Iteration 93Q: 3 clusters Score -1315484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1315484.250000 Penalty: 4722.879395
	Iteration 94Q: 3 clusters Score -1315484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1315484.250000 Penalty: 4722.879395
	Iteration 95F: 3 clusters Score -1315484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (9456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Entering Unmasked Estep 
Score: -943197.500000 Penalty: 2270.292236
	Iteration 0F: 2 clusters Score -943197.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -935856.562500 Penalty: 4540.584473
	Iteration 0F: 3 clusters Score -935856.6 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -938104.062500 Penalty: 4540.584473
	Iteration 1F: 3 clusters Score -938104.1 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -938511.000000 Penalty: 4540.584473
	Iteration 2F: 3 clusters Score -938511 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -938795.937500 Penalty: 4540.584473
	Iteration 3F: 3 clusters Score -938795.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -939004.687500 Penalty: 4540.584473
	Iteration 4Q: 3 clusters Score -939004.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -939208.750000 Penalty: 4540.584473
	Iteration 5Q: 3 clusters Score -939208.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -939412.625000 Penalty: 4540.584473
	Iteration 6Q: 3 clusters Score -939412.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -939638.062500 Penalty: 4540.584473
	Iteration 7Q: 3 clusters Score -939638.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -939883.562500 Penalty: 4540.584473
	Iteration 8Q: 3 clusters Score -939883.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -940114.062500 Penalty: 4540.584473
	Iteration 9Q: 3 clusters Score -940114.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -940325.625000 Penalty: 4540.584473
	Iteration 10Q: 3 clusters Score -940325.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -940534.937500 Penalty: 4540.584473
	Iteration 11Q: 3 clusters Score -940534.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -940725.000000 Penalty: 4540.584473
	Iteration 12Q: 3 clusters Score -940725 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -940906.125000 Penalty: 4540.584473
	Iteration 13Q: 3 clusters Score -940906.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -941054.312500 Penalty: 4540.584473
	Iteration 14Q: 3 clusters Score -941054.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -941156.500000 Penalty: 4540.584473
	Iteration 15Q: 3 clusters Score -941156.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -941235.625000 Penalty: 4540.584473
	Iteration 16Q: 3 clusters Score -941235.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -941291.875000 Penalty: 4540.584473
	Iteration 17Q: 3 clusters Score -941291.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -941342.437500 Penalty: 4540.584473
	Iteration 18Q: 3 clusters Score -941342.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -941385.937500 Penalty: 4540.584473
	Iteration 19Q: 3 clusters Score -941385.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -941420.000000 Penalty: 4540.584473
	Iteration 20F: 3 clusters Score -941420 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -941457.750000 Penalty: 4540.584473
	Iteration 21Q: 3 clusters Score -941457.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -941505.625000 Penalty: 4540.584473
	Iteration 22Q: 3 clusters Score -941505.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -941547.687500 Penalty: 4540.584473
	Iteration 23Q: 3 clusters Score -941547.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -941585.000000 Penalty: 4540.584473
	Iteration 24Q: 3 clusters Score -941585 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -941622.875000 Penalty: 4540.584473
	Iteration 25Q: 3 clusters Score -941622.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -941659.625000 Penalty: 4540.584473
	Iteration 26Q: 3 clusters Score -941659.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -941701.625000 Penalty: 4540.584473
	Iteration 27Q: 3 clusters Score -941701.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -941743.625000 Penalty: 4540.584473
	Iteration 28Q: 3 clusters Score -941743.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -941788.000000 Penalty: 4540.584473
	Iteration 29Q: 3 clusters Score -941788 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -941827.437500 Penalty: 4540.584473
	Iteration 30Q: 3 clusters Score -941827.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -941853.062500 Penalty: 4540.584473
	Iteration 31Q: 3 clusters Score -941853.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -941874.437500 Penalty: 4540.584473
	Iteration 32Q: 3 clusters Score -941874.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -941891.187500 Penalty: 4540.584473
	Iteration 33Q: 3 clusters Score -941891.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -941907.375000 Penalty: 4540.584473
	Iteration 34Q: 3 clusters Score -941907.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -941912.125000 Penalty: 4540.584473
	Iteration 35Q: 3 clusters Score -941912.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -941920.250000 Penalty: 4540.584473
	Iteration 36Q: 3 clusters Score -941920.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -941922.750000 Penalty: 4540.584473
	Iteration 37Q: 3 clusters Score -941922.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -941929.625000 Penalty: 4540.584473
	Iteration 38Q: 3 clusters Score -941929.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -941935.125000 Penalty: 4540.584473
	Iteration 39Q: 3 clusters Score -941935.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -941939.375000 Penalty: 4540.584473
	Iteration 40F: 3 clusters Score -941939.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -941942.000000 Penalty: 4540.584473
	Iteration 41Q: 3 clusters Score -941942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -941942.687500 Penalty: 4540.584473
	Iteration 42Q: 3 clusters Score -941942.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -941942.312500 Penalty: 4540.584473
	Iteration 43Q: 3 clusters Score -941942.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -941942.312500 Penalty: 4540.584473
	Iteration 44Q: 3 clusters Score -941942.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -941944.187500 Penalty: 4540.584473
	Iteration 45Q: 3 clusters Score -941944.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -941945.437500 Penalty: 4540.584473
	Iteration 46Q: 3 clusters Score -941945.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -941947.375000 Penalty: 4540.584473
	Iteration 47Q: 3 clusters Score -941947.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -941948.312500 Penalty: 4540.584473
	Iteration 48Q: 3 clusters Score -941948.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -941950.000000 Penalty: 4540.584473
	Iteration 49Q: 3 clusters Score -941950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -941950.000000 Penalty: 4540.584473
	Iteration 50F: 3 clusters Score -941950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (5004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Entering Unmasked Estep 
Score: -538977.937500 Penalty: 2112.462158
	Iteration 0F: 2 clusters Score -538977.9 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 2450 members 
Entering Unmasked Estep 
Score: -534479.500000 Penalty: 4224.924316
	Iteration 0F: 3 clusters Score -534479.5 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -535589.250000 Penalty: 4224.924316
	Iteration 1F: 3 clusters Score -535589.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -535822.625000 Penalty: 4224.924316
	Iteration 2F: 3 clusters Score -535822.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -535985.562500 Penalty: 4224.924316
	Iteration 3F: 3 clusters Score -535985.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -536108.437500 Penalty: 4224.924316
	Iteration 4Q: 3 clusters Score -536108.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -536205.437500 Penalty: 4224.924316
	Iteration 5Q: 3 clusters Score -536205.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -536299.250000 Penalty: 4224.924316
	Iteration 6Q: 3 clusters Score -536299.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -536386.937500 Penalty: 4224.924316
	Iteration 7Q: 3 clusters Score -536386.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -536469.562500 Penalty: 4224.924316
	Iteration 8Q: 3 clusters Score -536469.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -536553.562500 Penalty: 4224.924316
	Iteration 9Q: 3 clusters Score -536553.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -536614.937500 Penalty: 4224.924316
	Iteration 10Q: 3 clusters Score -536614.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -536661.937500 Penalty: 4224.924316
	Iteration 11Q: 3 clusters Score -536661.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -536702.062500 Penalty: 4224.924316
	Iteration 12Q: 3 clusters Score -536702.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -536737.562500 Penalty: 4224.924316
	Iteration 13Q: 3 clusters Score -536737.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -536774.375000 Penalty: 4224.924316
	Iteration 14Q: 3 clusters Score -536774.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -536810.937500 Penalty: 4224.924316
	Iteration 15Q: 3 clusters Score -536810.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -536843.937500 Penalty: 4224.924316
	Iteration 16Q: 3 clusters Score -536843.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -536874.437500 Penalty: 4224.924316
	Iteration 17Q: 3 clusters Score -536874.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -536902.312500 Penalty: 4224.924316
	Iteration 18Q: 3 clusters Score -536902.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -536922.250000 Penalty: 4224.924316
	Iteration 19Q: 3 clusters Score -536922.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -536943.437500 Penalty: 4224.924316
	Iteration 20F: 3 clusters Score -536943.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -536962.375000 Penalty: 4224.924316
	Iteration 21Q: 3 clusters Score -536962.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -536985.750000 Penalty: 4224.924316
	Iteration 22Q: 3 clusters Score -536985.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -537021.250000 Penalty: 4224.924316
	Iteration 23Q: 3 clusters Score -537021.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -537050.312500 Penalty: 4224.924316
	Iteration 24Q: 3 clusters Score -537050.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -537075.687500 Penalty: 4224.924316
	Iteration 25Q: 3 clusters Score -537075.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -537101.250000 Penalty: 4224.924316
	Iteration 26Q: 3 clusters Score -537101.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -537122.375000 Penalty: 4224.924316
	Iteration 27Q: 3 clusters Score -537122.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -537149.562500 Penalty: 4224.924316
	Iteration 28Q: 3 clusters Score -537149.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -537174.687500 Penalty: 4224.924316
	Iteration 29Q: 3 clusters Score -537174.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -537198.687500 Penalty: 4224.924316
	Iteration 30Q: 3 clusters Score -537198.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -537226.062500 Penalty: 4224.924316
	Iteration 31Q: 3 clusters Score -537226.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -537275.687500 Penalty: 4224.924316
	Iteration 32Q: 3 clusters Score -537275.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -537365.062500 Penalty: 4224.924316
	Iteration 33Q: 3 clusters Score -537365.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -537522.562500 Penalty: 4224.924316
	Iteration 34Q: 3 clusters Score -537522.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -537637.937500 Penalty: 4224.924316
	Iteration 35Q: 3 clusters Score -537637.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -537694.687500 Penalty: 4224.924316
	Iteration 36Q: 3 clusters Score -537694.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -537733.625000 Penalty: 4224.924316
	Iteration 37Q: 3 clusters Score -537733.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -537761.625000 Penalty: 4224.924316
	Iteration 38Q: 3 clusters Score -537761.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -537777.562500 Penalty: 4224.924316
	Iteration 39Q: 3 clusters Score -537777.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -537791.312500 Penalty: 4224.924316
	Iteration 40F: 3 clusters Score -537791.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -537800.375000 Penalty: 4224.924316
	Iteration 41Q: 3 clusters Score -537800.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -537807.125000 Penalty: 4224.924316
	Iteration 42Q: 3 clusters Score -537807.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -537815.812500 Penalty: 4224.924316
	Iteration 43Q: 3 clusters Score -537815.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -537822.500000 Penalty: 4224.924316
	Iteration 44Q: 3 clusters Score -537822.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -537830.812500 Penalty: 4224.924316
	Iteration 45Q: 3 clusters Score -537830.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -537841.812500 Penalty: 4224.924316
	Iteration 46Q: 3 clusters Score -537841.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -537845.625000 Penalty: 4224.924316
	Iteration 47Q: 3 clusters Score -537845.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -537848.937500 Penalty: 4224.924316
	Iteration 48Q: 3 clusters Score -537848.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -537849.750000 Penalty: 4224.924316
	Iteration 49Q: 3 clusters Score -537849.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -537851.500000 Penalty: 4224.924316
	Iteration 50Q: 3 clusters Score -537851.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -537852.250000 Penalty: 4224.924316
	Iteration 51Q: 3 clusters Score -537852.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -537854.000000 Penalty: 4224.924316
	Iteration 52Q: 3 clusters Score -537854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -537855.687500 Penalty: 4224.924316
	Iteration 53Q: 3 clusters Score -537855.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -537856.437500 Penalty: 4224.924316
	Iteration 54Q: 3 clusters Score -537856.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -537857.187500 Penalty: 4224.924316
	Iteration 55Q: 3 clusters Score -537857.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -537857.187500 Penalty: 4224.924316
	Iteration 56F: 3 clusters Score -537857.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -69030.601562 Penalty: 1625.021973
	Iteration 0F: 2 clusters Score -69030.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -67312.054688 Penalty: 3250.043945
	Iteration 0F: 3 clusters Score -67312.05 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -67546.835938 Penalty: 3250.043945
	Iteration 1F: 3 clusters Score -67546.84 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -67638.335938 Penalty: 3250.043945
	Iteration 2F: 3 clusters Score -67638.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -67685.148438 Penalty: 3250.043945
	Iteration 3Q: 3 clusters Score -67685.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -67706.156250 Penalty: 3250.043945
	Iteration 4Q: 3 clusters Score -67706.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -67715.109375 Penalty: 3250.043945
	Iteration 5Q: 3 clusters Score -67715.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -67717.648438 Penalty: 3250.043945
	Iteration 6Q: 3 clusters Score -67717.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -67722.390625 Penalty: 3250.043945
	Iteration 7Q: 3 clusters Score -67722.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -67734.898438 Penalty: 3250.043945
	Iteration 8Q: 3 clusters Score -67734.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -67752.906250 Penalty: 3250.043945
	Iteration 9Q: 3 clusters Score -67752.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -67765.390625 Penalty: 3250.043945
	Iteration 10Q: 3 clusters Score -67765.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -67771.757812 Penalty: 3250.043945
	Iteration 11Q: 3 clusters Score -67771.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -67773.265625 Penalty: 3250.043945
	Iteration 12Q: 3 clusters Score -67773.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -67777.023438 Penalty: 3250.043945
	Iteration 13Q: 3 clusters Score -67777.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -67777.023438 Penalty: 3250.043945
	Iteration 14F: 3 clusters Score -67777.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (28367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Entering Unmasked Estep 
Score: -3106653.250000 Penalty: 2542.739502
	Iteration 0F: 2 clusters Score -3106653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -3087086.500000 Penalty: 5085.479004
	Iteration 0F: 3 clusters Score -3087086 nChanged 12786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -3094007.750000 Penalty: 5085.479004
	Iteration 1F: 3 clusters Score -3094008 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -3094490.750000 Penalty: 5085.479004
	Iteration 2Q: 3 clusters Score -3094491 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -3095018.750000 Penalty: 5085.479004
	Iteration 3Q: 3 clusters Score -3095019 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -3095630.750000 Penalty: 5085.479004
	Iteration 4Q: 3 clusters Score -3095631 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -3096438.000000 Penalty: 5085.479004
	Iteration 5F: 3 clusters Score -3096438 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -3097503.000000 Penalty: 5085.479004
	Iteration 6F: 3 clusters Score -3097503 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -3098811.250000 Penalty: 5085.479004
	Iteration 7F: 3 clusters Score -3098811 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -3100138.500000 Penalty: 5085.479004
	Iteration 8F: 3 clusters Score -3100138 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -3101399.250000 Penalty: 5085.479004
	Iteration 9F: 3 clusters Score -3101399 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -3102403.250000 Penalty: 5085.479004
	Iteration 10Q: 3 clusters Score -3102403 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -3103125.250000 Penalty: 5085.479004
	Iteration 11Q: 3 clusters Score -3103125 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -3103528.500000 Penalty: 5085.479004
	Iteration 12Q: 3 clusters Score -3103528 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -3103749.250000 Penalty: 5085.479004
	Iteration 13Q: 3 clusters Score -3103749 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -3103918.250000 Penalty: 5085.479004
	Iteration 14Q: 3 clusters Score -3103918 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -3104070.500000 Penalty: 5085.479004
	Iteration 15Q: 3 clusters Score -3104070 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -3104157.750000 Penalty: 5085.479004
	Iteration 16Q: 3 clusters Score -3104158 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -3104214.250000 Penalty: 5085.479004
	Iteration 17Q: 3 clusters Score -3104214 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -3104262.750000 Penalty: 5085.479004
	Iteration 18Q: 3 clusters Score -3104263 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -3104306.750000 Penalty: 5085.479004
	Iteration 19Q: 3 clusters Score -3104307 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -3104334.000000 Penalty: 5085.479004
	Iteration 20F: 3 clusters Score -3104334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -3104346.000000 Penalty: 5085.479004
	Iteration 21Q: 3 clusters Score -3104346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -3104355.500000 Penalty: 5085.479004
	Iteration 22Q: 3 clusters Score -3104356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -3104364.000000 Penalty: 5085.479004
	Iteration 23Q: 3 clusters Score -3104364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -3104369.750000 Penalty: 5085.479004
	Iteration 24Q: 3 clusters Score -3104370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -3104381.750000 Penalty: 5085.479004
	Iteration 25Q: 3 clusters Score -3104382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -3104395.500000 Penalty: 5085.479004
	Iteration 26Q: 3 clusters Score -3104396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -3104393.500000 Penalty: 5085.479004
	Iteration 27Q: 3 clusters Score -3104394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -3104396.500000 Penalty: 5085.479004
	Iteration 28Q: 3 clusters Score -3104396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -3104398.750000 Penalty: 5085.479004
	Iteration 29Q: 3 clusters Score -3104399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -3104396.750000 Penalty: 5085.479004
	Iteration 30Q: 3 clusters Score -3104397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -3104396.750000 Penalty: 5085.479004
	Iteration 31F: 3 clusters Score -3104397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Entering Unmasked Estep 
Score: -183728.656250 Penalty: 1840.006348
	Iteration 0F: 2 clusters Score -183728.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -181317.218750 Penalty: 3680.012695
	Iteration 0F: 3 clusters Score -181317.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -181715.671875 Penalty: 3680.012695
	Iteration 1F: 3 clusters Score -181715.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -181852.031250 Penalty: 3680.012695
	Iteration 2F: 3 clusters Score -181852 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -181920.187500 Penalty: 3680.012695
	Iteration 3Q: 3 clusters Score -181920.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -181959.265625 Penalty: 3680.012695
	Iteration 4Q: 3 clusters Score -181959.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -181981.062500 Penalty: 3680.012695
	Iteration 5Q: 3 clusters Score -181981.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -181995.140625 Penalty: 3680.012695
	Iteration 6Q: 3 clusters Score -181995.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -182004.109375 Penalty: 3680.012695
	Iteration 7Q: 3 clusters Score -182004.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -182006.984375 Penalty: 3680.012695
	Iteration 8Q: 3 clusters Score -182007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -182012.406250 Penalty: 3680.012695
	Iteration 9Q: 3 clusters Score -182012.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -182015.921875 Penalty: 3680.012695
	Iteration 10Q: 3 clusters Score -182015.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -182019.515625 Penalty: 3680.012695
	Iteration 11Q: 3 clusters Score -182019.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -182021.250000 Penalty: 3680.012695
	Iteration 12Q: 3 clusters Score -182021.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -182022.718750 Penalty: 3680.012695
	Iteration 13Q: 3 clusters Score -182022.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -182023.328125 Penalty: 3680.012695
	Iteration 14Q: 3 clusters Score -182023.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -182023.328125 Penalty: 3680.012695
	Iteration 15F: 3 clusters Score -182023.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (17351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Entering Unmasked Estep 
Score: -1888791.000000 Penalty: 2420.828369
	Iteration 0F: 2 clusters Score -1888791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1876421.625000 Penalty: 4841.656738
	Iteration 0F: 3 clusters Score -1876422 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1880489.500000 Penalty: 4841.656738
	Iteration 1F: 3 clusters Score -1880490 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1881061.500000 Penalty: 4841.656738
	Iteration 2F: 3 clusters Score -1881062 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1881547.125000 Penalty: 4841.656738
	Iteration 3F: 3 clusters Score -1881547 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1881951.000000 Penalty: 4841.656738
	Iteration 4F: 3 clusters Score -1881951 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1882310.250000 Penalty: 4841.656738
	Iteration 5Q: 3 clusters Score -1882310 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1882670.500000 Penalty: 4841.656738
	Iteration 6Q: 3 clusters Score -1882670 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1883051.375000 Penalty: 4841.656738
	Iteration 7Q: 3 clusters Score -1883051 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1883384.375000 Penalty: 4841.656738
	Iteration 8Q: 3 clusters Score -1883384 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1883683.375000 Penalty: 4841.656738
	Iteration 9Q: 3 clusters Score -1883683 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1883928.125000 Penalty: 4841.656738
	Iteration 10Q: 3 clusters Score -1883928 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1884110.500000 Penalty: 4841.656738
	Iteration 11Q: 3 clusters Score -1884110 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1884278.625000 Penalty: 4841.656738
	Iteration 12Q: 3 clusters Score -1884279 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1884453.125000 Penalty: 4841.656738
	Iteration 13Q: 3 clusters Score -1884453 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1884618.250000 Penalty: 4841.656738
	Iteration 14Q: 3 clusters Score -1884618 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1884798.875000 Penalty: 4841.656738
	Iteration 15Q: 3 clusters Score -1884799 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1884961.000000 Penalty: 4841.656738
	Iteration 16Q: 3 clusters Score -1884961 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -1885123.875000 Penalty: 4841.656738
	Iteration 17Q: 3 clusters Score -1885124 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -1885277.000000 Penalty: 4841.656738
	Iteration 18Q: 3 clusters Score -1885277 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -1885443.500000 Penalty: 4841.656738
	Iteration 19Q: 3 clusters Score -1885444 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1885612.875000 Penalty: 4841.656738
	Iteration 20F: 3 clusters Score -1885613 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -1885776.375000 Penalty: 4841.656738
	Iteration 21Q: 3 clusters Score -1885776 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -1885941.750000 Penalty: 4841.656738
	Iteration 22Q: 3 clusters Score -1885942 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -1886077.500000 Penalty: 4841.656738
	Iteration 23Q: 3 clusters Score -1886078 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -1886207.500000 Penalty: 4841.656738
	Iteration 24Q: 3 clusters Score -1886208 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -1886320.000000 Penalty: 4841.656738
	Iteration 25Q: 3 clusters Score -1886320 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -1886430.500000 Penalty: 4841.656738
	Iteration 26Q: 3 clusters Score -1886430 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -1886494.125000 Penalty: 4841.656738
	Iteration 27Q: 3 clusters Score -1886494 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -1886548.500000 Penalty: 4841.656738
	Iteration 28Q: 3 clusters Score -1886548 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -1886585.500000 Penalty: 4841.656738
	Iteration 29Q: 3 clusters Score -1886586 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -1886619.250000 Penalty: 4841.656738
	Iteration 30Q: 3 clusters Score -1886619 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -1886654.875000 Penalty: 4841.656738
	Iteration 31Q: 3 clusters Score -1886655 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -1886677.625000 Penalty: 4841.656738
	Iteration 32Q: 3 clusters Score -1886678 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -1886695.250000 Penalty: 4841.656738
	Iteration 33Q: 3 clusters Score -1886695 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -1886714.125000 Penalty: 4841.656738
	Iteration 34Q: 3 clusters Score -1886714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -1886726.625000 Penalty: 4841.656738
	Iteration 35Q: 3 clusters Score -1886727 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -1886745.750000 Penalty: 4841.656738
	Iteration 36Q: 3 clusters Score -1886746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -1886765.375000 Penalty: 4841.656738
	Iteration 37Q: 3 clusters Score -1886765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -1886786.500000 Penalty: 4841.656738
	Iteration 38Q: 3 clusters Score -1886786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -1886797.875000 Penalty: 4841.656738
	Iteration 39Q: 3 clusters Score -1886798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -1886800.500000 Penalty: 4841.656738
	Iteration 40F: 3 clusters Score -1886800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -1886808.625000 Penalty: 4841.656738
	Iteration 41Q: 3 clusters Score -1886809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -1886812.375000 Penalty: 4841.656738
	Iteration 42Q: 3 clusters Score -1886812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -1886812.375000 Penalty: 4841.656738
	Iteration 43F: 3 clusters Score -1886812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -15116.720703 Penalty: 1272.214844
	Iteration 0F: 2 clusters Score -15116.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14067.399414 Penalty: 2544.429688
	Iteration 0F: 3 clusters Score -14067.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14097.492188 Penalty: 2544.429688
	Iteration 1Q: 3 clusters Score -14097.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14097.492188 Penalty: 2544.429688
	Iteration 2F: 3 clusters Score -14097.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (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: -369595.281250 Penalty: 2015.229858
	Iteration 0F: 2 clusters Score -369595.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -366086.812500 Penalty: 4030.459717
	Iteration 0F: 3 clusters Score -366086.8 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -366779.531250 Penalty: 4030.459717
	Iteration 1F: 3 clusters Score -366779.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -366921.218750 Penalty: 4030.459717
	Iteration 2F: 3 clusters Score -366921.2 nChanged 143
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: -367005.343750 Penalty: 4030.459717
	Iteration 3Q: 3 clusters Score -367005.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -367057.625000 Penalty: 4030.459717
	Iteration 4Q: 3 clusters Score -367057.6 nChanged 74
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: -367096.968750 Penalty: 4030.459717
	Iteration 5Q: 3 clusters Score -367097 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -367129.937500 Penalty: 4030.459717
	Iteration 6Q: 3 clusters Score -367129.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -367159.187500 Penalty: 4030.459717
	Iteration 7Q: 3 clusters Score -367159.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -367183.437500 Penalty: 4030.459717
	Iteration 8Q: 3 clusters Score -367183.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -367200.343750 Penalty: 4030.459717
	Iteration 9Q: 3 clusters Score -367200.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -367216.843750 Penalty: 4030.459717
	Iteration 10Q: 3 clusters Score -367216.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -367230.156250 Penalty: 4030.459717
	Iteration 11Q: 3 clusters Score -367230.2 nChanged 25
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: -367238.187500 Penalty: 4030.459717
	Iteration 12Q: 3 clusters Score -367238.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -367241.406250 Penalty: 4030.459717
	Iteration 13Q: 3 clusters Score -367241.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -367246.031250 Penalty: 4030.459717
	Iteration 14Q: 3 clusters Score -367246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -367249.843750 Penalty: 4030.459717
	Iteration 15Q: 3 clusters Score -367249.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -367252.937500 Penalty: 4030.459717
	Iteration 16Q: 3 clusters Score -367252.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -367260.406250 Penalty: 4030.459717
	Iteration 17Q: 3 clusters Score -367260.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -367267.906250 Penalty: 4030.459717
	Iteration 18Q: 3 clusters Score -367267.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -367272.031250 Penalty: 4030.459717
	Iteration 19Q: 3 clusters Score -367272 nChanged 9
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: -367275.218750 Penalty: 4030.459717
	Iteration 20F: 3 clusters Score -367275.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -367277.187500 Penalty: 4030.459717
	Iteration 21Q: 3 clusters Score -367277.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -367279.718750 Penalty: 4030.459717
	Iteration 22Q: 3 clusters Score -367279.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -367279.531250 Penalty: 4030.459717
	Iteration 23Q: 3 clusters Score -367279.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -367280.843750 Penalty: 4030.459717
	Iteration 24Q: 3 clusters Score -367280.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -367281.593750 Penalty: 4030.459717
	Iteration 25Q: 3 clusters Score -367281.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -367281.406250 Penalty: 4030.459717
	Iteration 26Q: 3 clusters Score -367281.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -367282.156250 Penalty: 4030.459717
	Iteration 27Q: 3 clusters Score -367282.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -367285.656250 Penalty: 4030.459717
	Iteration 28Q: 3 clusters Score -367285.7 nChanged 5
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: -367288.062500 Penalty: 4030.459717
	Iteration 29Q: 3 clusters Score -367288.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -367288.656250 Penalty: 4030.459717
	Iteration 30Q: 3 clusters Score -367288.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -367289.687500 Penalty: 4030.459717
	Iteration 31Q: 3 clusters Score -367289.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -367289.218750 Penalty: 4030.459717
	Iteration 32Q: 3 clusters Score -367289.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -367290.937500 Penalty: 4030.459717
	Iteration 33Q: 3 clusters Score -367290.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -367291.250000 Penalty: 4030.459717
	Iteration 34Q: 3 clusters Score -367291.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -367292.000000 Penalty: 4030.459717
	Iteration 35Q: 3 clusters Score -367292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -367293.375000 Penalty: 4030.459717
	Iteration 36Q: 3 clusters Score -367293.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -367294.843750 Penalty: 4030.459717
	Iteration 37Q: 3 clusters Score -367294.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -367295.812500 Penalty: 4030.459717
	Iteration 38Q: 3 clusters Score -367295.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -367296.968750 Penalty: 4030.459717
	Iteration 39Q: 3 clusters Score -367297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -367297.125000 Penalty: 4030.459717
	Iteration 40F: 3 clusters Score -367297.1 nChanged 2
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: -367298.218750 Penalty: 4030.459717
	Iteration 41Q: 3 clusters Score -367298.2 nChanged 0
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: -367298.218750 Penalty: 4030.459717
	Iteration 42F: 3 clusters Score -367298.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18903 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34660 members 
Mstep: Class 9 contains 7126 members 
Mstep: Class 10 contains 11179 members 
Mstep: Class 11 contains 31922 members 
Mstep: Class 12 contains 5492 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19004 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7682 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10672 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9350 members 
Mstep: Class 26 contains 6129 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4427 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5331 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11078 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25431 members 
Mstep: Class 46 contains 16610 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13656 members 
Mstep: Class 50 contains 9456 members 
Mstep: Class 51 contains 5004 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17351 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774768.000000 Penalty: 189167.531250
Iteration 319Q: 58 clusters Score -6.477477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18903 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34660 members 
Mstep: Class 9 contains 7125 members 
Mstep: Class 10 contains 11179 members 
Mstep: Class 11 contains 31922 members 
Mstep: Class 12 contains 5492 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19004 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7682 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10673 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9350 members 
Mstep: Class 26 contains 6129 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4427 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5330 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11078 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25432 members 
Mstep: Class 46 contains 16610 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13656 members 
Mstep: Class 50 contains 9456 members 
Mstep: Class 51 contains 5004 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17351 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774792.000000 Penalty: 189167.531250
Iteration 320F: 58 clusters Score -6.477479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18903 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34660 members 
Mstep: Class 9 contains 7126 members 
Mstep: Class 10 contains 11179 members 
Mstep: Class 11 contains 31922 members 
Mstep: Class 12 contains 5492 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19004 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7682 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10671 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9350 members 
Mstep: Class 26 contains 6129 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4427 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5331 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11078 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25432 members 
Mstep: Class 46 contains 16610 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13656 members 
Mstep: Class 50 contains 9456 members 
Mstep: Class 51 contains 5004 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17351 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774800.000000 Penalty: 189167.531250
Iteration 321Q: 58 clusters Score -6.47748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18903 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34660 members 
Mstep: Class 9 contains 7126 members 
Mstep: Class 10 contains 11179 members 
Mstep: Class 11 contains 31922 members 
Mstep: Class 12 contains 5492 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19004 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7682 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10672 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9350 members 
Mstep: Class 26 contains 6129 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4427 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5330 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11078 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25432 members 
Mstep: Class 46 contains 16610 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13656 members 
Mstep: Class 50 contains 9456 members 
Mstep: Class 51 contains 5004 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17351 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774800.000000 Penalty: 189167.531250
Iteration 322Q: 58 clusters Score -6.47748e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 18903 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 34660 members 
Mstep: Class 9 contains 7126 members 
Mstep: Class 10 contains 11179 members 
Mstep: Class 11 contains 31922 members 
Mstep: Class 12 contains 5492 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 20852 members 
Mstep: Class 15 contains 19004 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 7682 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 10672 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 90190 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 9350 members 
Mstep: Class 26 contains 6129 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 5202 members 
Mstep: Class 30 contains 6948 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 4427 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 5330 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 7461 members 
Mstep: Class 38 contains 26847 members 
Mstep: Class 39 contains 7844 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 1282 members 
Mstep: Class 43 contains 11078 members 
Mstep: Class 44 contains 5519 members 
Mstep: Class 45 contains 25432 members 
Mstep: Class 46 contains 16610 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 13656 members 
Mstep: Class 50 contains 9456 members 
Mstep: Class 51 contains 5004 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 28367 members 
Mstep: Class 54 contains 1668 members 
Mstep: Class 55 contains 17351 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774800.000000 Penalty: 189167.531250
Iteration 323F: 58 clusters Score -6.47748e+07 nChanged 0
Entering ConstructFrom: 
Score: -64774800.000000 Penalty: 189167.531250
Entering ConstructFrom: 
Trying to split cluster 1 (14292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Entering Unmasked Estep 
Score: -1538644.500000 Penalty: 2372.729004
	Iteration 0F: 2 clusters Score -1538644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1528218.625000 Penalty: 4745.458008
	Iteration 0F: 3 clusters Score -1528219 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1531389.625000 Penalty: 4745.458008
	Iteration 1F: 3 clusters Score -1531390 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1531713.625000 Penalty: 4745.458008
	Iteration 2F: 3 clusters Score -1531714 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1531983.750000 Penalty: 4745.458008
	Iteration 3Q: 3 clusters Score -1531984 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1532222.000000 Penalty: 4745.458008
	Iteration 4Q: 3 clusters Score -1532222 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1532470.500000 Penalty: 4745.458008
	Iteration 5Q: 3 clusters Score -1532470 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1532701.125000 Penalty: 4745.458008
	Iteration 6Q: 3 clusters Score -1532701 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1532903.000000 Penalty: 4745.458008
	Iteration 7Q: 3 clusters Score -1532903 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1533130.500000 Penalty: 4745.458008
	Iteration 8Q: 3 clusters Score -1533130 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1533375.375000 Penalty: 4745.458008
	Iteration 9Q: 3 clusters Score -1533375 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1533649.125000 Penalty: 4745.458008
	Iteration 10Q: 3 clusters Score -1533649 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1533964.125000 Penalty: 4745.458008
	Iteration 11Q: 3 clusters Score -1533964 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1534320.875000 Penalty: 4745.458008
	Iteration 12Q: 3 clusters Score -1534321 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1534679.875000 Penalty: 4745.458008
	Iteration 13Q: 3 clusters Score -1534680 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1534976.250000 Penalty: 4745.458008
	Iteration 14Q: 3 clusters Score -1534976 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1535229.125000 Penalty: 4745.458008
	Iteration 15Q: 3 clusters Score -1535229 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1535414.375000 Penalty: 4745.458008
	Iteration 16Q: 3 clusters Score -1535414 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1535533.375000 Penalty: 4745.458008
	Iteration 17Q: 3 clusters Score -1535533 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1535617.625000 Penalty: 4745.458008
	Iteration 18Q: 3 clusters Score -1535618 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1535687.125000 Penalty: 4745.458008
	Iteration 19Q: 3 clusters Score -1535687 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1535757.250000 Penalty: 4745.458008
	Iteration 20F: 3 clusters Score -1535757 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1535803.250000 Penalty: 4745.458008
	Iteration 21Q: 3 clusters Score -1535803 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1535837.750000 Penalty: 4745.458008
	Iteration 22Q: 3 clusters Score -1535838 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1535874.750000 Penalty: 4745.458008
	Iteration 23Q: 3 clusters Score -1535875 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1535912.250000 Penalty: 4745.458008
	Iteration 24Q: 3 clusters Score -1535912 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1535949.375000 Penalty: 4745.458008
	Iteration 25Q: 3 clusters Score -1535949 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1536001.000000 Penalty: 4745.458008
	Iteration 26Q: 3 clusters Score -1536001 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1536046.750000 Penalty: 4745.458008
	Iteration 27Q: 3 clusters Score -1536047 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1536079.375000 Penalty: 4745.458008
	Iteration 28Q: 3 clusters Score -1536079 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1536126.375000 Penalty: 4745.458008
	Iteration 29Q: 3 clusters Score -1536126 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1536171.000000 Penalty: 4745.458008
	Iteration 30Q: 3 clusters Score -1536171 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1536196.250000 Penalty: 4745.458008
	Iteration 31Q: 3 clusters Score -1536196 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1536218.750000 Penalty: 4745.458008
	Iteration 32Q: 3 clusters Score -1536219 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1536239.750000 Penalty: 4745.458008
	Iteration 33Q: 3 clusters Score -1536240 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1536249.875000 Penalty: 4745.458008
	Iteration 34Q: 3 clusters Score -1536250 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1536264.750000 Penalty: 4745.458008
	Iteration 35Q: 3 clusters Score -1536265 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1536286.250000 Penalty: 4745.458008
	Iteration 36Q: 3 clusters Score -1536286 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1536298.125000 Penalty: 4745.458008
	Iteration 37Q: 3 clusters Score -1536298 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1536317.625000 Penalty: 4745.458008
	Iteration 38Q: 3 clusters Score -1536318 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1536323.500000 Penalty: 4745.458008
	Iteration 39Q: 3 clusters Score -1536324 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1536339.125000 Penalty: 4745.458008
	Iteration 40F: 3 clusters Score -1536339 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1536352.125000 Penalty: 4745.458008
	Iteration 41Q: 3 clusters Score -1536352 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1536362.500000 Penalty: 4745.458008
	Iteration 42Q: 3 clusters Score -1536362 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1536380.500000 Penalty: 4745.458008
	Iteration 43Q: 3 clusters Score -1536380 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1536388.625000 Penalty: 4745.458008
	Iteration 44Q: 3 clusters Score -1536389 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1536398.750000 Penalty: 4745.458008
	Iteration 45Q: 3 clusters Score -1536399 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1536402.125000 Penalty: 4745.458008
	Iteration 46Q: 3 clusters Score -1536402 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1536408.750000 Penalty: 4745.458008
	Iteration 47Q: 3 clusters Score -1536409 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1536408.375000 Penalty: 4745.458008
	Iteration 48Q: 3 clusters Score -1536408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1536418.375000 Penalty: 4745.458008
	Iteration 49Q: 3 clusters Score -1536418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1536421.875000 Penalty: 4745.458008
	Iteration 50Q: 3 clusters Score -1536422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1536427.500000 Penalty: 4745.458008
	Iteration 51Q: 3 clusters Score -1536428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1536431.625000 Penalty: 4745.458008
	Iteration 52Q: 3 clusters Score -1536432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1536430.000000 Penalty: 4745.458008
	Iteration 53Q: 3 clusters Score -1536430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1536440.875000 Penalty: 4745.458008
	Iteration 54Q: 3 clusters Score -1536441 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1536439.250000 Penalty: 4745.458008
	Iteration 55Q: 3 clusters Score -1536439 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1536444.000000 Penalty: 4745.458008
	Iteration 56Q: 3 clusters Score -1536444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1536452.125000 Penalty: 4745.458008
	Iteration 57Q: 3 clusters Score -1536452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1536458.125000 Penalty: 4745.458008
	Iteration 58Q: 3 clusters Score -1536458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1536470.000000 Penalty: 4745.458008
	Iteration 59Q: 3 clusters Score -1536470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1536469.875000 Penalty: 4745.458008
	Iteration 60F: 3 clusters Score -1536470 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1536474.500000 Penalty: 4745.458008
	Iteration 61Q: 3 clusters Score -1536474 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1536486.750000 Penalty: 4745.458008
	Iteration 62Q: 3 clusters Score -1536487 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1536492.875000 Penalty: 4745.458008
	Iteration 63Q: 3 clusters Score -1536493 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1536511.125000 Penalty: 4745.458008
	Iteration 64Q: 3 clusters Score -1536511 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1536522.125000 Penalty: 4745.458008
	Iteration 65Q: 3 clusters Score -1536522 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1536544.250000 Penalty: 4745.458008
	Iteration 66Q: 3 clusters Score -1536544 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1536576.500000 Penalty: 4745.458008
	Iteration 67Q: 3 clusters Score -1536576 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1536606.750000 Penalty: 4745.458008
	Iteration 68Q: 3 clusters Score -1536607 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1536655.625000 Penalty: 4745.458008
	Iteration 69Q: 3 clusters Score -1536656 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1536733.000000 Penalty: 4745.458008
	Iteration 70Q: 3 clusters Score -1536733 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1536814.125000 Penalty: 4745.458008
	Iteration 71Q: 3 clusters Score -1536814 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1536904.500000 Penalty: 4745.458008
	Iteration 72Q: 3 clusters Score -1536904 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1536997.000000 Penalty: 4745.458008
	Iteration 73Q: 3 clusters Score -1536997 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1537076.625000 Penalty: 4745.458008
	Iteration 74Q: 3 clusters Score -1537077 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1537158.875000 Penalty: 4745.458008
	Iteration 75Q: 3 clusters Score -1537159 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1537219.750000 Penalty: 4745.458008
	Iteration 76Q: 3 clusters Score -1537220 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1537257.250000 Penalty: 4745.458008
	Iteration 77Q: 3 clusters Score -1537257 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1537282.000000 Penalty: 4745.458008
	Iteration 78Q: 3 clusters Score -1537282 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1537294.500000 Penalty: 4745.458008
	Iteration 79Q: 3 clusters Score -1537294 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1537307.625000 Penalty: 4745.458008
	Iteration 80F: 3 clusters Score -1537308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1537308.125000 Penalty: 4745.458008
	Iteration 81Q: 3 clusters Score -1537308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1537314.125000 Penalty: 4745.458008
	Iteration 82Q: 3 clusters Score -1537314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1537318.125000 Penalty: 4745.458008
	Iteration 83Q: 3 clusters Score -1537318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1537321.125000 Penalty: 4745.458008
	Iteration 84Q: 3 clusters Score -1537321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1537320.125000 Penalty: 4745.458008
	Iteration 85Q: 3 clusters Score -1537320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1537325.375000 Penalty: 4745.458008
	Iteration 86Q: 3 clusters Score -1537325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1537323.625000 Penalty: 4745.458008
	Iteration 87Q: 3 clusters Score -1537324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1537324.500000 Penalty: 4745.458008
	Iteration 88Q: 3 clusters Score -1537324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1537325.000000 Penalty: 4745.458008
	Iteration 89Q: 3 clusters Score -1537325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1537327.250000 Penalty: 4745.458008
	Iteration 90Q: 3 clusters Score -1537327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1537327.250000 Penalty: 4745.458008
	Iteration 91F: 3 clusters Score -1537327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Entering Unmasked Estep 
Score: -2225525.250000 Penalty: 2465.087158
	Iteration 0F: 2 clusters Score -2225525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2211009.250000 Penalty: 4930.174316
	Iteration 0F: 3 clusters Score -2211009 nChanged 9126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2215940.750000 Penalty: 4930.174316
	Iteration 1F: 3 clusters Score -2215941 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2216432.000000 Penalty: 4930.174316
	Iteration 2F: 3 clusters Score -2216432 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2216911.250000 Penalty: 4930.174316
	Iteration 3F: 3 clusters Score -2216911 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2217433.250000 Penalty: 4930.174316
	Iteration 4Q: 3 clusters Score -2217433 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2218091.250000 Penalty: 4930.174316
	Iteration 5Q: 3 clusters Score -2218091 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2218929.000000 Penalty: 4930.174316
	Iteration 6F: 3 clusters Score -2218929 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2219821.250000 Penalty: 4930.174316
	Iteration 7F: 3 clusters Score -2219821 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2220750.250000 Penalty: 4930.174316
	Iteration 8F: 3 clusters Score -2220750 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2221562.000000 Penalty: 4930.174316
	Iteration 9F: 3 clusters Score -2221562 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2222206.000000 Penalty: 4930.174316
	Iteration 10Q: 3 clusters Score -2222206 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2222650.000000 Penalty: 4930.174316
	Iteration 11Q: 3 clusters Score -2222650 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -2222848.750000 Penalty: 4930.174316
	Iteration 12Q: 3 clusters Score -2222849 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -2222963.250000 Penalty: 4930.174316
	Iteration 13Q: 3 clusters Score -2222963 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2223008.500000 Penalty: 4930.174316
	Iteration 14Q: 3 clusters Score -2223008 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2223049.500000 Penalty: 4930.174316
	Iteration 15Q: 3 clusters Score -2223050 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2223061.750000 Penalty: 4930.174316
	Iteration 16Q: 3 clusters Score -2223062 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2223083.000000 Penalty: 4930.174316
	Iteration 17Q: 3 clusters Score -2223083 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -2223085.250000 Penalty: 4930.174316
	Iteration 18Q: 3 clusters Score -2223085 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2223097.250000 Penalty: 4930.174316
	Iteration 19Q: 3 clusters Score -2223097 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2223108.750000 Penalty: 4930.174316
	Iteration 20F: 3 clusters Score -2223109 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2223117.250000 Penalty: 4930.174316
	Iteration 21Q: 3 clusters Score -2223117 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2223125.000000 Penalty: 4930.174316
	Iteration 22Q: 3 clusters Score -2223125 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2223128.500000 Penalty: 4930.174316
	Iteration 23Q: 3 clusters Score -2223128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2223129.500000 Penalty: 4930.174316
	Iteration 24Q: 3 clusters Score -2223130 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2223135.000000 Penalty: 4930.174316
	Iteration 25Q: 3 clusters Score -2223135 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2223129.750000 Penalty: 4930.174316
	Iteration 26Q: 3 clusters Score -2223130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2223135.500000 Penalty: 4930.174316
	Iteration 27Q: 3 clusters Score -2223136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -2223136.500000 Penalty: 4930.174316
	Iteration 28Q: 3 clusters Score -2223136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2223140.750000 Penalty: 4930.174316
	Iteration 29Q: 3 clusters Score -2223141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2223138.750000 Penalty: 4930.174316
	Iteration 30Q: 3 clusters Score -2223139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2223143.750000 Penalty: 4930.174316
	Iteration 31Q: 3 clusters Score -2223144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2223146.000000 Penalty: 4930.174316
	Iteration 32Q: 3 clusters Score -2223146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2223144.750000 Penalty: 4930.174316
	Iteration 33Q: 3 clusters Score -2223145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2223147.250000 Penalty: 4930.174316
	Iteration 34Q: 3 clusters Score -2223147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -2223145.250000 Penalty: 4930.174316
	Iteration 35Q: 3 clusters Score -2223145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2223143.750000 Penalty: 4930.174316
	Iteration 36Q: 3 clusters Score -2223144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2223147.250000 Penalty: 4930.174316
	Iteration 37Q: 3 clusters Score -2223147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2223148.500000 Penalty: 4930.174316
	Iteration 38Q: 3 clusters Score -2223148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2223148.500000 Penalty: 4930.174316
	Iteration 39Q: 3 clusters Score -2223148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -2223148.500000 Penalty: 4930.174316
	Iteration 40F: 3 clusters Score -2223148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -2223144.250000 Penalty: 4930.174316
	Iteration 41Q: 3 clusters Score -2223144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2223141.750000 Penalty: 4930.174316
	Iteration 42Q: 3 clusters Score -2223142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2223143.000000 Penalty: 4930.174316
	Iteration 43Q: 3 clusters Score -2223143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2223143.500000 Penalty: 4930.174316
	Iteration 44Q: 3 clusters Score -2223144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2223146.000000 Penalty: 4930.174316
	Iteration 45Q: 3 clusters Score -2223146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2223145.250000 Penalty: 4930.174316
	Iteration 46Q: 3 clusters Score -2223145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2223144.500000 Penalty: 4930.174316
	Iteration 47Q: 3 clusters Score -2223144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2223144.500000 Penalty: 4930.174316
	Iteration 48F: 3 clusters Score -2223144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Entering Unmasked Estep 
Score: -1855205.875000 Penalty: 2442.074707
	Iteration 0F: 2 clusters Score -1855206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1841891.500000 Penalty: 4884.149414
	Iteration 0F: 3 clusters Score -1841892 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1846697.250000 Penalty: 4884.149414
	Iteration 1F: 3 clusters Score -1846697 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1847527.125000 Penalty: 4884.149414
	Iteration 2F: 3 clusters Score -1847527 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1848356.125000 Penalty: 4884.149414
	Iteration 3F: 3 clusters Score -1848356 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1849209.750000 Penalty: 4884.149414
	Iteration 4F: 3 clusters Score -1849210 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1850024.250000 Penalty: 4884.149414
	Iteration 5F: 3 clusters Score -1850024 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1850772.000000 Penalty: 4884.149414
	Iteration 6F: 3 clusters Score -1850772 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1851400.750000 Penalty: 4884.149414
	Iteration 7Q: 3 clusters Score -1851401 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1851820.500000 Penalty: 4884.149414
	Iteration 8Q: 3 clusters Score -1851820 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1852160.375000 Penalty: 4884.149414
	Iteration 9Q: 3 clusters Score -1852160 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1852394.875000 Penalty: 4884.149414
	Iteration 10Q: 3 clusters Score -1852395 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1852581.500000 Penalty: 4884.149414
	Iteration 11Q: 3 clusters Score -1852582 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1852730.875000 Penalty: 4884.149414
	Iteration 12Q: 3 clusters Score -1852731 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1852895.500000 Penalty: 4884.149414
	Iteration 13Q: 3 clusters Score -1852896 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -1853044.750000 Penalty: 4884.149414
	Iteration 14Q: 3 clusters Score -1853045 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -1853146.500000 Penalty: 4884.149414
	Iteration 15Q: 3 clusters Score -1853146 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -1853232.500000 Penalty: 4884.149414
	Iteration 16Q: 3 clusters Score -1853232 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -1853293.125000 Penalty: 4884.149414
	Iteration 17Q: 3 clusters Score -1853293 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -1853342.875000 Penalty: 4884.149414
	Iteration 18Q: 3 clusters Score -1853343 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -1853383.750000 Penalty: 4884.149414
	Iteration 19Q: 3 clusters Score -1853384 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -1853425.125000 Penalty: 4884.149414
	Iteration 20F: 3 clusters Score -1853425 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -1853457.125000 Penalty: 4884.149414
	Iteration 21Q: 3 clusters Score -1853457 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -1853476.250000 Penalty: 4884.149414
	Iteration 22Q: 3 clusters Score -1853476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -1853490.875000 Penalty: 4884.149414
	Iteration 23Q: 3 clusters Score -1853491 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -1853508.500000 Penalty: 4884.149414
	Iteration 24Q: 3 clusters Score -1853508 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -1853514.375000 Penalty: 4884.149414
	Iteration 25Q: 3 clusters Score -1853514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -1853520.250000 Penalty: 4884.149414
	Iteration 26Q: 3 clusters Score -1853520 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -1853534.000000 Penalty: 4884.149414
	Iteration 27Q: 3 clusters Score -1853534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -1853536.000000 Penalty: 4884.149414
	Iteration 28Q: 3 clusters Score -1853536 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -1853549.000000 Penalty: 4884.149414
	Iteration 29Q: 3 clusters Score -1853549 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -1853558.250000 Penalty: 4884.149414
	Iteration 30Q: 3 clusters Score -1853558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -1853563.500000 Penalty: 4884.149414
	Iteration 31Q: 3 clusters Score -1853564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -1853572.125000 Penalty: 4884.149414
	Iteration 32Q: 3 clusters Score -1853572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -1853576.625000 Penalty: 4884.149414
	Iteration 33Q: 3 clusters Score -1853577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -1853576.375000 Penalty: 4884.149414
	Iteration 34Q: 3 clusters Score -1853576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -1853579.875000 Penalty: 4884.149414
	Iteration 35Q: 3 clusters Score -1853580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -1853582.750000 Penalty: 4884.149414
	Iteration 36Q: 3 clusters Score -1853583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -1853591.250000 Penalty: 4884.149414
	Iteration 37Q: 3 clusters Score -1853591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -1853594.375000 Penalty: 4884.149414
	Iteration 38Q: 3 clusters Score -1853594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -1853602.125000 Penalty: 4884.149414
	Iteration 39Q: 3 clusters Score -1853602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -1853601.750000 Penalty: 4884.149414
	Iteration 40F: 3 clusters Score -1853602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -1853598.625000 Penalty: 4884.149414
	Iteration 41Q: 3 clusters Score -1853599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -1853601.125000 Penalty: 4884.149414
	Iteration 42Q: 3 clusters Score -1853601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -1853598.500000 Penalty: 4884.149414
	Iteration 43Q: 3 clusters Score -1853598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -1853599.750000 Penalty: 4884.149414
	Iteration 44Q: 3 clusters Score -1853600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -1853600.250000 Penalty: 4884.149414
	Iteration 45Q: 3 clusters Score -1853600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -1853600.250000 Penalty: 4884.149414
	Iteration 46F: 3 clusters Score -1853600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Entering Unmasked Estep 
Score: -549677.750000 Penalty: 2112.363281
	Iteration 0F: 2 clusters Score -549677.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -545158.437500 Penalty: 4224.726562
	Iteration 0F: 3 clusters Score -545158.4 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -546271.625000 Penalty: 4224.726562
	Iteration 1F: 3 clusters Score -546271.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -546484.000000 Penalty: 4224.726562
	Iteration 2F: 3 clusters Score -546484 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -546603.625000 Penalty: 4224.726562
	Iteration 3F: 3 clusters Score -546603.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -546668.875000 Penalty: 4224.726562
	Iteration 4Q: 3 clusters Score -546668.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -546715.375000 Penalty: 4224.726562
	Iteration 5Q: 3 clusters Score -546715.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -546752.000000 Penalty: 4224.726562
	Iteration 6Q: 3 clusters Score -546752 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -546784.562500 Penalty: 4224.726562
	Iteration 7Q: 3 clusters Score -546784.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -546815.687500 Penalty: 4224.726562
	Iteration 8Q: 3 clusters Score -546815.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -546849.687500 Penalty: 4224.726562
	Iteration 9Q: 3 clusters Score -546849.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -546878.250000 Penalty: 4224.726562
	Iteration 10Q: 3 clusters Score -546878.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -546899.937500 Penalty: 4224.726562
	Iteration 11Q: 3 clusters Score -546899.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -546923.625000 Penalty: 4224.726562
	Iteration 12Q: 3 clusters Score -546923.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -546938.750000 Penalty: 4224.726562
	Iteration 13Q: 3 clusters Score -546938.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -546948.875000 Penalty: 4224.726562
	Iteration 14Q: 3 clusters Score -546948.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -546959.125000 Penalty: 4224.726562
	Iteration 15Q: 3 clusters Score -546959.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -546969.125000 Penalty: 4224.726562
	Iteration 16Q: 3 clusters Score -546969.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -546975.062500 Penalty: 4224.726562
	Iteration 17Q: 3 clusters Score -546975.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -546980.937500 Penalty: 4224.726562
	Iteration 18Q: 3 clusters Score -546980.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -546984.687500 Penalty: 4224.726562
	Iteration 19Q: 3 clusters Score -546984.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -546989.437500 Penalty: 4224.726562
	Iteration 20F: 3 clusters Score -546989.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -546992.750000 Penalty: 4224.726562
	Iteration 21Q: 3 clusters Score -546992.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -546996.437500 Penalty: 4224.726562
	Iteration 22Q: 3 clusters Score -546996.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -547000.375000 Penalty: 4224.726562
	Iteration 23Q: 3 clusters Score -547000.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -547006.062500 Penalty: 4224.726562
	Iteration 24Q: 3 clusters Score -547006.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -547013.875000 Penalty: 4224.726562
	Iteration 25Q: 3 clusters Score -547013.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -547020.437500 Penalty: 4224.726562
	Iteration 26Q: 3 clusters Score -547020.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -547029.187500 Penalty: 4224.726562
	Iteration 27Q: 3 clusters Score -547029.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -547037.000000 Penalty: 4224.726562
	Iteration 28Q: 3 clusters Score -547037 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -547046.437500 Penalty: 4224.726562
	Iteration 29Q: 3 clusters Score -547046.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -547052.750000 Penalty: 4224.726562
	Iteration 30Q: 3 clusters Score -547052.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -547060.312500 Penalty: 4224.726562
	Iteration 31Q: 3 clusters Score -547060.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -547068.062500 Penalty: 4224.726562
	Iteration 32Q: 3 clusters Score -547068.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -547080.125000 Penalty: 4224.726562
	Iteration 33Q: 3 clusters Score -547080.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -547098.562500 Penalty: 4224.726562
	Iteration 34Q: 3 clusters Score -547098.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -547121.000000 Penalty: 4224.726562
	Iteration 35Q: 3 clusters Score -547121 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -547152.875000 Penalty: 4224.726562
	Iteration 36Q: 3 clusters Score -547152.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -547191.125000 Penalty: 4224.726562
	Iteration 37Q: 3 clusters Score -547191.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -547240.937500 Penalty: 4224.726562
	Iteration 38Q: 3 clusters Score -547240.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -547285.875000 Penalty: 4224.726562
	Iteration 39Q: 3 clusters Score -547285.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -547349.375000 Penalty: 4224.726562
	Iteration 40F: 3 clusters Score -547349.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -547419.812500 Penalty: 4224.726562
	Iteration 41Q: 3 clusters Score -547419.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -547491.437500 Penalty: 4224.726562
	Iteration 42Q: 3 clusters Score -547491.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -547570.937500 Penalty: 4224.726562
	Iteration 43Q: 3 clusters Score -547570.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -547642.812500 Penalty: 4224.726562
	Iteration 44Q: 3 clusters Score -547642.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -547695.750000 Penalty: 4224.726562
	Iteration 45Q: 3 clusters Score -547695.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -547733.625000 Penalty: 4224.726562
	Iteration 46Q: 3 clusters Score -547733.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -547766.250000 Penalty: 4224.726562
	Iteration 47Q: 3 clusters Score -547766.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -547793.750000 Penalty: 4224.726562
	Iteration 48Q: 3 clusters Score -547793.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -547821.312500 Penalty: 4224.726562
	Iteration 49Q: 3 clusters Score -547821.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -547842.812500 Penalty: 4224.726562
	Iteration 50Q: 3 clusters Score -547842.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -547855.375000 Penalty: 4224.726562
	Iteration 51Q: 3 clusters Score -547855.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -547863.312500 Penalty: 4224.726562
	Iteration 52Q: 3 clusters Score -547863.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -547868.187500 Penalty: 4224.726562
	Iteration 53Q: 3 clusters Score -547868.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -547870.625000 Penalty: 4224.726562
	Iteration 54Q: 3 clusters Score -547870.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -547872.562500 Penalty: 4224.726562
	Iteration 55Q: 3 clusters Score -547872.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -547876.562500 Penalty: 4224.726562
	Iteration 56Q: 3 clusters Score -547876.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -547878.500000 Penalty: 4224.726562
	Iteration 57Q: 3 clusters Score -547878.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -547879.125000 Penalty: 4224.726562
	Iteration 58Q: 3 clusters Score -547879.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -547880.500000 Penalty: 4224.726562
	Iteration 59Q: 3 clusters Score -547880.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -547881.437500 Penalty: 4224.726562
	Iteration 60F: 3 clusters Score -547881.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -547884.250000 Penalty: 4224.726562
	Iteration 61Q: 3 clusters Score -547884.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -547886.250000 Penalty: 4224.726562
	Iteration 62Q: 3 clusters Score -547886.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -547888.062500 Penalty: 4224.726562
	Iteration 63Q: 3 clusters Score -547888.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -547891.125000 Penalty: 4224.726562
	Iteration 64Q: 3 clusters Score -547891.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -547891.812500 Penalty: 4224.726562
	Iteration 65Q: 3 clusters Score -547891.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -547893.937500 Penalty: 4224.726562
	Iteration 66Q: 3 clusters Score -547893.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -547895.375000 Penalty: 4224.726562
	Iteration 67Q: 3 clusters Score -547895.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -547895.125000 Penalty: 4224.726562
	Iteration 68Q: 3 clusters Score -547895.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -547896.125000 Penalty: 4224.726562
	Iteration 69Q: 3 clusters Score -547896.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -547898.250000 Penalty: 4224.726562
	Iteration 70Q: 3 clusters Score -547898.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -547898.812500 Penalty: 4224.726562
	Iteration 71Q: 3 clusters Score -547898.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -547898.812500 Penalty: 4224.726562
	Iteration 72F: 3 clusters Score -547898.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Entering Unmasked Estep 
Score: -972282.125000 Penalty: 2260.993164
	Iteration 0F: 2 clusters Score -972282.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -965189.500000 Penalty: 4521.986328
	Iteration 0F: 3 clusters Score -965189.5 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -967158.187500 Penalty: 4521.986328
	Iteration 1F: 3 clusters Score -967158.2 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -967422.937500 Penalty: 4521.986328
	Iteration 2F: 3 clusters Score -967422.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -967634.187500 Penalty: 4521.986328
	Iteration 3Q: 3 clusters Score -967634.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -967838.062500 Penalty: 4521.986328
	Iteration 4Q: 3 clusters Score -967838.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -968053.187500 Penalty: 4521.986328
	Iteration 5Q: 3 clusters Score -968053.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -968281.437500 Penalty: 4521.986328
	Iteration 6Q: 3 clusters Score -968281.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -968497.437500 Penalty: 4521.986328
	Iteration 7Q: 3 clusters Score -968497.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -968709.000000 Penalty: 4521.986328
	Iteration 8Q: 3 clusters Score -968709 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -968920.937500 Penalty: 4521.986328
	Iteration 9Q: 3 clusters Score -968920.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -969108.062500 Penalty: 4521.986328
	Iteration 10Q: 3 clusters Score -969108.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -969324.500000 Penalty: 4521.986328
	Iteration 11Q: 3 clusters Score -969324.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -969537.062500 Penalty: 4521.986328
	Iteration 12Q: 3 clusters Score -969537.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -969733.937500 Penalty: 4521.986328
	Iteration 13Q: 3 clusters Score -969733.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -969937.625000 Penalty: 4521.986328
	Iteration 14Q: 3 clusters Score -969937.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -970127.750000 Penalty: 4521.986328
	Iteration 15Q: 3 clusters Score -970127.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -970291.187500 Penalty: 4521.986328
	Iteration 16Q: 3 clusters Score -970291.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -970412.062500 Penalty: 4521.986328
	Iteration 17Q: 3 clusters Score -970412.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -970521.375000 Penalty: 4521.986328
	Iteration 18Q: 3 clusters Score -970521.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -970604.562500 Penalty: 4521.986328
	Iteration 19Q: 3 clusters Score -970604.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -970668.062500 Penalty: 4521.986328
	Iteration 20F: 3 clusters Score -970668.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -970718.750000 Penalty: 4521.986328
	Iteration 21Q: 3 clusters Score -970718.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -970767.187500 Penalty: 4521.986328
	Iteration 22Q: 3 clusters Score -970767.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -970805.687500 Penalty: 4521.986328
	Iteration 23Q: 3 clusters Score -970805.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -970844.250000 Penalty: 4521.986328
	Iteration 24Q: 3 clusters Score -970844.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -970871.062500 Penalty: 4521.986328
	Iteration 25Q: 3 clusters Score -970871.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -970889.000000 Penalty: 4521.986328
	Iteration 26Q: 3 clusters Score -970889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -970898.875000 Penalty: 4521.986328
	Iteration 27Q: 3 clusters Score -970898.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -970913.625000 Penalty: 4521.986328
	Iteration 28Q: 3 clusters Score -970913.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -970921.875000 Penalty: 4521.986328
	Iteration 29Q: 3 clusters Score -970921.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -970927.750000 Penalty: 4521.986328
	Iteration 30Q: 3 clusters Score -970927.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -970927.812500 Penalty: 4521.986328
	Iteration 31Q: 3 clusters Score -970927.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -970928.250000 Penalty: 4521.986328
	Iteration 32Q: 3 clusters Score -970928.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -970928.250000 Penalty: 4521.986328
	Iteration 33F: 3 clusters Score -970928.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Entering Unmasked Estep 
Score: -249926.375000 Penalty: 1914.344238
	Iteration 0F: 2 clusters Score -249926.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -247154.562500 Penalty: 3828.688477
	Iteration 0F: 3 clusters Score -247154.6 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -247677.671875 Penalty: 3828.688477
	Iteration 1F: 3 clusters Score -247677.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -247807.781250 Penalty: 3828.688477
	Iteration 2F: 3 clusters Score -247807.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -247888.218750 Penalty: 3828.688477
	Iteration 3Q: 3 clusters Score -247888.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -247943.078125 Penalty: 3828.688477
	Iteration 4Q: 3 clusters Score -247943.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -247978.328125 Penalty: 3828.688477
	Iteration 5Q: 3 clusters Score -247978.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -248011.890625 Penalty: 3828.688477
	Iteration 6Q: 3 clusters Score -248011.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -248037.078125 Penalty: 3828.688477
	Iteration 7Q: 3 clusters Score -248037.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -248055.234375 Penalty: 3828.688477
	Iteration 8Q: 3 clusters Score -248055.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -248064.109375 Penalty: 3828.688477
	Iteration 9Q: 3 clusters Score -248064.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -248072.203125 Penalty: 3828.688477
	Iteration 10Q: 3 clusters Score -248072.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -248076.812500 Penalty: 3828.688477
	Iteration 11Q: 3 clusters Score -248076.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -248081.546875 Penalty: 3828.688477
	Iteration 12Q: 3 clusters Score -248081.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -248083.343750 Penalty: 3828.688477
	Iteration 13Q: 3 clusters Score -248083.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -248087.046875 Penalty: 3828.688477
	Iteration 14Q: 3 clusters Score -248087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -248088.250000 Penalty: 3828.688477
	Iteration 15Q: 3 clusters Score -248088.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -248089.187500 Penalty: 3828.688477
	Iteration 16Q: 3 clusters Score -248089.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -248089.187500 Penalty: 3828.688477
	Iteration 17F: 3 clusters Score -248089.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Entering Unmasked Estep 
Score: -1696433.750000 Penalty: 2394.367188
	Iteration 0F: 2 clusters Score -1696434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1685196.875000 Penalty: 4788.734375
	Iteration 0F: 3 clusters Score -1685197 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1688754.250000 Penalty: 4788.734375
	Iteration 1F: 3 clusters Score -1688754 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1689139.000000 Penalty: 4788.734375
	Iteration 2F: 3 clusters Score -1689139 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1689467.000000 Penalty: 4788.734375
	Iteration 3Q: 3 clusters Score -1689467 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1689756.250000 Penalty: 4788.734375
	Iteration 4Q: 3 clusters Score -1689756 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1690065.000000 Penalty: 4788.734375
	Iteration 5Q: 3 clusters Score -1690065 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1690391.875000 Penalty: 4788.734375
	Iteration 6Q: 3 clusters Score -1690392 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1690787.125000 Penalty: 4788.734375
	Iteration 7Q: 3 clusters Score -1690787 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1691214.500000 Penalty: 4788.734375
	Iteration 8Q: 3 clusters Score -1691214 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1691735.875000 Penalty: 4788.734375
	Iteration 9Q: 3 clusters Score -1691736 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1692274.875000 Penalty: 4788.734375
	Iteration 10Q: 3 clusters Score -1692275 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1692825.500000 Penalty: 4788.734375
	Iteration 11Q: 3 clusters Score -1692826 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1693265.000000 Penalty: 4788.734375
	Iteration 12Q: 3 clusters Score -1693265 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1693533.000000 Penalty: 4788.734375
	Iteration 13Q: 3 clusters Score -1693533 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1693694.250000 Penalty: 4788.734375
	Iteration 14Q: 3 clusters Score -1693694 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1693816.875000 Penalty: 4788.734375
	Iteration 15Q: 3 clusters Score -1693817 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1693899.125000 Penalty: 4788.734375
	Iteration 16Q: 3 clusters Score -1693899 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1693955.875000 Penalty: 4788.734375
	Iteration 17Q: 3 clusters Score -1693956 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1694009.000000 Penalty: 4788.734375
	Iteration 18Q: 3 clusters Score -1694009 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1694053.125000 Penalty: 4788.734375
	Iteration 19Q: 3 clusters Score -1694053 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1694092.875000 Penalty: 4788.734375
	Iteration 20F: 3 clusters Score -1694093 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1694124.125000 Penalty: 4788.734375
	Iteration 21Q: 3 clusters Score -1694124 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1694151.000000 Penalty: 4788.734375
	Iteration 22Q: 3 clusters Score -1694151 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1694175.875000 Penalty: 4788.734375
	Iteration 23Q: 3 clusters Score -1694176 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1694190.500000 Penalty: 4788.734375
	Iteration 24Q: 3 clusters Score -1694190 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1694202.500000 Penalty: 4788.734375
	Iteration 25Q: 3 clusters Score -1694202 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1694212.250000 Penalty: 4788.734375
	Iteration 26Q: 3 clusters Score -1694212 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1694227.125000 Penalty: 4788.734375
	Iteration 27Q: 3 clusters Score -1694227 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1694246.750000 Penalty: 4788.734375
	Iteration 28Q: 3 clusters Score -1694247 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1694265.125000 Penalty: 4788.734375
	Iteration 29Q: 3 clusters Score -1694265 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1694283.875000 Penalty: 4788.734375
	Iteration 30Q: 3 clusters Score -1694284 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1694292.875000 Penalty: 4788.734375
	Iteration 31Q: 3 clusters Score -1694293 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1694312.125000 Penalty: 4788.734375
	Iteration 32Q: 3 clusters Score -1694312 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1694329.000000 Penalty: 4788.734375
	Iteration 33Q: 3 clusters Score -1694329 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1694345.875000 Penalty: 4788.734375
	Iteration 34Q: 3 clusters Score -1694346 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1694362.125000 Penalty: 4788.734375
	Iteration 35Q: 3 clusters Score -1694362 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1694373.375000 Penalty: 4788.734375
	Iteration 36Q: 3 clusters Score -1694373 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1694380.625000 Penalty: 4788.734375
	Iteration 37Q: 3 clusters Score -1694381 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1694392.750000 Penalty: 4788.734375
	Iteration 38Q: 3 clusters Score -1694393 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1694403.625000 Penalty: 4788.734375
	Iteration 39Q: 3 clusters Score -1694404 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1694418.250000 Penalty: 4788.734375
	Iteration 40F: 3 clusters Score -1694418 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1694430.125000 Penalty: 4788.734375
	Iteration 41Q: 3 clusters Score -1694430 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1694441.500000 Penalty: 4788.734375
	Iteration 42Q: 3 clusters Score -1694442 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1694460.000000 Penalty: 4788.734375
	Iteration 43Q: 3 clusters Score -1694460 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1694475.000000 Penalty: 4788.734375
	Iteration 44Q: 3 clusters Score -1694475 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1694490.000000 Penalty: 4788.734375
	Iteration 45Q: 3 clusters Score -1694490 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1694503.250000 Penalty: 4788.734375
	Iteration 46Q: 3 clusters Score -1694503 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1694513.750000 Penalty: 4788.734375
	Iteration 47Q: 3 clusters Score -1694514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1694515.875000 Penalty: 4788.734375
	Iteration 48Q: 3 clusters Score -1694516 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1694525.125000 Penalty: 4788.734375
	Iteration 49Q: 3 clusters Score -1694525 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1694528.000000 Penalty: 4788.734375
	Iteration 50Q: 3 clusters Score -1694528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1694529.375000 Penalty: 4788.734375
	Iteration 51Q: 3 clusters Score -1694529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1694535.625000 Penalty: 4788.734375
	Iteration 52Q: 3 clusters Score -1694536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1694537.000000 Penalty: 4788.734375
	Iteration 53Q: 3 clusters Score -1694537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1694540.000000 Penalty: 4788.734375
	Iteration 54Q: 3 clusters Score -1694540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1694545.000000 Penalty: 4788.734375
	Iteration 55Q: 3 clusters Score -1694545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1694553.125000 Penalty: 4788.734375
	Iteration 56Q: 3 clusters Score -1694553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1694549.250000 Penalty: 4788.734375
	Iteration 57Q: 3 clusters Score -1694549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1694552.125000 Penalty: 4788.734375
	Iteration 58Q: 3 clusters Score -1694552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1694551.750000 Penalty: 4788.734375
	Iteration 59Q: 3 clusters Score -1694552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1694553.000000 Penalty: 4788.734375
	Iteration 60F: 3 clusters Score -1694553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1694555.000000 Penalty: 4788.734375
	Iteration 61Q: 3 clusters Score -1694555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1694557.000000 Penalty: 4788.734375
	Iteration 62Q: 3 clusters Score -1694557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1694558.625000 Penalty: 4788.734375
	Iteration 63Q: 3 clusters Score -1694559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1694558.500000 Penalty: 4788.734375
	Iteration 64Q: 3 clusters Score -1694558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1694560.000000 Penalty: 4788.734375
	Iteration 65Q: 3 clusters Score -1694560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1694559.250000 Penalty: 4788.734375
	Iteration 66Q: 3 clusters Score -1694559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1694563.875000 Penalty: 4788.734375
	Iteration 67Q: 3 clusters Score -1694564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1694567.125000 Penalty: 4788.734375
	Iteration 68Q: 3 clusters Score -1694567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1694567.250000 Penalty: 4788.734375
	Iteration 69Q: 3 clusters Score -1694567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1694575.000000 Penalty: 4788.734375
	Iteration 70Q: 3 clusters Score -1694575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1694576.500000 Penalty: 4788.734375
	Iteration 71Q: 3 clusters Score -1694576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1694577.875000 Penalty: 4788.734375
	Iteration 72Q: 3 clusters Score -1694578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1694580.750000 Penalty: 4788.734375
	Iteration 73Q: 3 clusters Score -1694581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1694584.375000 Penalty: 4788.734375
	Iteration 74Q: 3 clusters Score -1694584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1694585.375000 Penalty: 4788.734375
	Iteration 75Q: 3 clusters Score -1694585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1694587.500000 Penalty: 4788.734375
	Iteration 76Q: 3 clusters Score -1694588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1694586.875000 Penalty: 4788.734375
	Iteration 77Q: 3 clusters Score -1694587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1694593.750000 Penalty: 4788.734375
	Iteration 78Q: 3 clusters Score -1694594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1694595.875000 Penalty: 4788.734375
	Iteration 79Q: 3 clusters Score -1694596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1694596.875000 Penalty: 4788.734375
	Iteration 80F: 3 clusters Score -1694597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1694595.625000 Penalty: 4788.734375
	Iteration 81Q: 3 clusters Score -1694596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1694597.625000 Penalty: 4788.734375
	Iteration 82Q: 3 clusters Score -1694598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1694596.500000 Penalty: 4788.734375
	Iteration 83Q: 3 clusters Score -1694596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1694596.500000 Penalty: 4788.734375
	Iteration 84F: 3 clusters Score -1694596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Entering Unmasked Estep 
Score: -3476010.500000 Penalty: 2592.428711
	Iteration 0F: 2 clusters Score -3476010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -3452371.500000 Penalty: 5184.857422
	Iteration 0F: 3 clusters Score -3452372 nChanged 15840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -3461494.250000 Penalty: 5184.857422
	Iteration 1F: 3 clusters Score -3461494 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -3462291.500000 Penalty: 5184.857422
	Iteration 2F: 3 clusters Score -3462292 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -3463056.250000 Penalty: 5184.857422
	Iteration 3F: 3 clusters Score -3463056 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -3463770.000000 Penalty: 5184.857422
	Iteration 4Q: 3 clusters Score -3463770 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -3464510.500000 Penalty: 5184.857422
	Iteration 5Q: 3 clusters Score -3464510 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -3465223.750000 Penalty: 5184.857422
	Iteration 6Q: 3 clusters Score -3465224 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -3465847.750000 Penalty: 5184.857422
	Iteration 7Q: 3 clusters Score -3465848 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -3466446.500000 Penalty: 5184.857422
	Iteration 8Q: 3 clusters Score -3466446 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -3467005.000000 Penalty: 5184.857422
	Iteration 9Q: 3 clusters Score -3467005 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -3467571.750000 Penalty: 5184.857422
	Iteration 10Q: 3 clusters Score -3467572 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -3468140.750000 Penalty: 5184.857422
	Iteration 11Q: 3 clusters Score -3468141 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -3468768.500000 Penalty: 5184.857422
	Iteration 12Q: 3 clusters Score -3468768 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -3469472.250000 Penalty: 5184.857422
	Iteration 13Q: 3 clusters Score -3469472 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -3470211.000000 Penalty: 5184.857422
	Iteration 14Q: 3 clusters Score -3470211 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -3470968.500000 Penalty: 5184.857422
	Iteration 15Q: 3 clusters Score -3470968 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -3471736.750000 Penalty: 5184.857422
	Iteration 16Q: 3 clusters Score -3471737 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -3472443.500000 Penalty: 5184.857422
	Iteration 17Q: 3 clusters Score -3472444 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -3472968.250000 Penalty: 5184.857422
	Iteration 18Q: 3 clusters Score -3472968 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3473339.000000 Penalty: 5184.857422
	Iteration 19Q: 3 clusters Score -3473339 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3473571.000000 Penalty: 5184.857422
	Iteration 20F: 3 clusters Score -3473571 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3473711.000000 Penalty: 5184.857422
	Iteration 21Q: 3 clusters Score -3473711 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3473818.250000 Penalty: 5184.857422
	Iteration 22Q: 3 clusters Score -3473818 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3473883.250000 Penalty: 5184.857422
	Iteration 23Q: 3 clusters Score -3473883 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3473948.000000 Penalty: 5184.857422
	Iteration 24Q: 3 clusters Score -3473948 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3473985.750000 Penalty: 5184.857422
	Iteration 25Q: 3 clusters Score -3473986 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3474021.250000 Penalty: 5184.857422
	Iteration 26Q: 3 clusters Score -3474021 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3474039.000000 Penalty: 5184.857422
	Iteration 27Q: 3 clusters Score -3474039 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3474064.500000 Penalty: 5184.857422
	Iteration 28Q: 3 clusters Score -3474064 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3474083.250000 Penalty: 5184.857422
	Iteration 29Q: 3 clusters Score -3474083 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3474095.500000 Penalty: 5184.857422
	Iteration 30Q: 3 clusters Score -3474096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3474099.000000 Penalty: 5184.857422
	Iteration 31Q: 3 clusters Score -3474099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3474108.500000 Penalty: 5184.857422
	Iteration 32Q: 3 clusters Score -3474108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3474116.000000 Penalty: 5184.857422
	Iteration 33Q: 3 clusters Score -3474116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3474119.000000 Penalty: 5184.857422
	Iteration 34Q: 3 clusters Score -3474119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3474130.250000 Penalty: 5184.857422
	Iteration 35Q: 3 clusters Score -3474130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3474131.750000 Penalty: 5184.857422
	Iteration 36Q: 3 clusters Score -3474132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3474148.000000 Penalty: 5184.857422
	Iteration 37Q: 3 clusters Score -3474148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3474152.750000 Penalty: 5184.857422
	Iteration 38Q: 3 clusters Score -3474153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3474156.500000 Penalty: 5184.857422
	Iteration 39Q: 3 clusters Score -3474156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3474155.250000 Penalty: 5184.857422
	Iteration 40F: 3 clusters Score -3474155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3474153.500000 Penalty: 5184.857422
	Iteration 41Q: 3 clusters Score -3474154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3474153.500000 Penalty: 5184.857422
	Iteration 42F: 3 clusters Score -3474154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Entering Unmasked Estep 
Score: -607632.875000 Penalty: 2200.133301
	Iteration 0F: 2 clusters Score -607632.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -601772.250000 Penalty: 4400.266602
	Iteration 0F: 3 clusters Score -601772.2 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -603449.562500 Penalty: 4400.266602
	Iteration 1F: 3 clusters Score -603449.6 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -603943.000000 Penalty: 4400.266602
	Iteration 2F: 3 clusters Score -603943 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -604394.250000 Penalty: 4400.266602
	Iteration 3F: 3 clusters Score -604394.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -604812.250000 Penalty: 4400.266602
	Iteration 4F: 3 clusters Score -604812.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -605116.687500 Penalty: 4400.266602
	Iteration 5F: 3 clusters Score -605116.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -605378.312500 Penalty: 4400.266602
	Iteration 6Q: 3 clusters Score -605378.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -605572.812500 Penalty: 4400.266602
	Iteration 7Q: 3 clusters Score -605572.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -605706.375000 Penalty: 4400.266602
	Iteration 8Q: 3 clusters Score -605706.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -605807.000000 Penalty: 4400.266602
	Iteration 9Q: 3 clusters Score -605807 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -605895.625000 Penalty: 4400.266602
	Iteration 10Q: 3 clusters Score -605895.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -605973.000000 Penalty: 4400.266602
	Iteration 11Q: 3 clusters Score -605973 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -606049.187500 Penalty: 4400.266602
	Iteration 12Q: 3 clusters Score -606049.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -606109.125000 Penalty: 4400.266602
	Iteration 13Q: 3 clusters Score -606109.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -606158.312500 Penalty: 4400.266602
	Iteration 14Q: 3 clusters Score -606158.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -606189.937500 Penalty: 4400.266602
	Iteration 15Q: 3 clusters Score -606189.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -606219.812500 Penalty: 4400.266602
	Iteration 16Q: 3 clusters Score -606219.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -606249.562500 Penalty: 4400.266602
	Iteration 17Q: 3 clusters Score -606249.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -606279.062500 Penalty: 4400.266602
	Iteration 18Q: 3 clusters Score -606279.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -606300.000000 Penalty: 4400.266602
	Iteration 19Q: 3 clusters Score -606300 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -606319.437500 Penalty: 4400.266602
	Iteration 20F: 3 clusters Score -606319.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -606342.000000 Penalty: 4400.266602
	Iteration 21Q: 3 clusters Score -606342 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -606365.250000 Penalty: 4400.266602
	Iteration 22Q: 3 clusters Score -606365.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -606386.250000 Penalty: 4400.266602
	Iteration 23Q: 3 clusters Score -606386.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -606405.125000 Penalty: 4400.266602
	Iteration 24Q: 3 clusters Score -606405.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -606428.062500 Penalty: 4400.266602
	Iteration 25Q: 3 clusters Score -606428.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -606450.500000 Penalty: 4400.266602
	Iteration 26Q: 3 clusters Score -606450.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -606486.375000 Penalty: 4400.266602
	Iteration 27Q: 3 clusters Score -606486.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -606528.125000 Penalty: 4400.266602
	Iteration 28Q: 3 clusters Score -606528.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -606565.250000 Penalty: 4400.266602
	Iteration 29Q: 3 clusters Score -606565.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -606603.812500 Penalty: 4400.266602
	Iteration 30Q: 3 clusters Score -606603.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -606651.062500 Penalty: 4400.266602
	Iteration 31Q: 3 clusters Score -606651.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -606712.312500 Penalty: 4400.266602
	Iteration 32Q: 3 clusters Score -606712.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -606778.937500 Penalty: 4400.266602
	Iteration 33Q: 3 clusters Score -606778.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -606843.687500 Penalty: 4400.266602
	Iteration 34Q: 3 clusters Score -606843.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -606901.250000 Penalty: 4400.266602
	Iteration 35Q: 3 clusters Score -606901.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -606950.062500 Penalty: 4400.266602
	Iteration 36Q: 3 clusters Score -606950.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -606988.062500 Penalty: 4400.266602
	Iteration 37Q: 3 clusters Score -606988.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -607008.937500 Penalty: 4400.266602
	Iteration 38Q: 3 clusters Score -607008.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -607019.312500 Penalty: 4400.266602
	Iteration 39Q: 3 clusters Score -607019.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -607029.750000 Penalty: 4400.266602
	Iteration 40F: 3 clusters Score -607029.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -607036.937500 Penalty: 4400.266602
	Iteration 41Q: 3 clusters Score -607036.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -607040.562500 Penalty: 4400.266602
	Iteration 42Q: 3 clusters Score -607040.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -607043.625000 Penalty: 4400.266602
	Iteration 43Q: 3 clusters Score -607043.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -607044.625000 Penalty: 4400.266602
	Iteration 44Q: 3 clusters Score -607044.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -607048.687500 Penalty: 4400.266602
	Iteration 45Q: 3 clusters Score -607048.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -607049.375000 Penalty: 4400.266602
	Iteration 46Q: 3 clusters Score -607049.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -607049.187500 Penalty: 4400.266602
	Iteration 47Q: 3 clusters Score -607049.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -607049.625000 Penalty: 4400.266602
	Iteration 48Q: 3 clusters Score -607049.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -607050.437500 Penalty: 4400.266602
	Iteration 49Q: 3 clusters Score -607050.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -607051.187500 Penalty: 4400.266602
	Iteration 50Q: 3 clusters Score -607051.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -607051.187500 Penalty: 4400.266602
	Iteration 51F: 3 clusters Score -607051.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Entering Unmasked Estep 
Score: -1209242.750000 Penalty: 2311.804688
	Iteration 0F: 2 clusters Score -1209243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1200832.875000 Penalty: 4623.609375
	Iteration 0F: 3 clusters Score -1200833 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1203394.000000 Penalty: 4623.609375
	Iteration 1F: 3 clusters Score -1203394 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1203745.875000 Penalty: 4623.609375
	Iteration 2F: 3 clusters Score -1203746 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1204043.000000 Penalty: 4623.609375
	Iteration 3F: 3 clusters Score -1204043 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1204289.250000 Penalty: 4623.609375
	Iteration 4Q: 3 clusters Score -1204289 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1204488.750000 Penalty: 4623.609375
	Iteration 5Q: 3 clusters Score -1204489 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1204683.250000 Penalty: 4623.609375
	Iteration 6Q: 3 clusters Score -1204683 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1204858.500000 Penalty: 4623.609375
	Iteration 7Q: 3 clusters Score -1204858 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1205021.750000 Penalty: 4623.609375
	Iteration 8Q: 3 clusters Score -1205022 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1205196.250000 Penalty: 4623.609375
	Iteration 9Q: 3 clusters Score -1205196 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1205376.625000 Penalty: 4623.609375
	Iteration 10Q: 3 clusters Score -1205377 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1205599.875000 Penalty: 4623.609375
	Iteration 11Q: 3 clusters Score -1205600 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1205831.875000 Penalty: 4623.609375
	Iteration 12Q: 3 clusters Score -1205832 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1206048.250000 Penalty: 4623.609375
	Iteration 13Q: 3 clusters Score -1206048 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1206271.625000 Penalty: 4623.609375
	Iteration 14Q: 3 clusters Score -1206272 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1206432.125000 Penalty: 4623.609375
	Iteration 15Q: 3 clusters Score -1206432 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1206535.125000 Penalty: 4623.609375
	Iteration 16Q: 3 clusters Score -1206535 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1206596.250000 Penalty: 4623.609375
	Iteration 17Q: 3 clusters Score -1206596 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1206645.500000 Penalty: 4623.609375
	Iteration 18Q: 3 clusters Score -1206646 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1206676.875000 Penalty: 4623.609375
	Iteration 19Q: 3 clusters Score -1206677 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1206700.125000 Penalty: 4623.609375
	Iteration 20F: 3 clusters Score -1206700 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1206720.000000 Penalty: 4623.609375
	Iteration 21Q: 3 clusters Score -1206720 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1206736.125000 Penalty: 4623.609375
	Iteration 22Q: 3 clusters Score -1206736 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1206746.250000 Penalty: 4623.609375
	Iteration 23Q: 3 clusters Score -1206746 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1206754.375000 Penalty: 4623.609375
	Iteration 24Q: 3 clusters Score -1206754 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1206765.000000 Penalty: 4623.609375
	Iteration 25Q: 3 clusters Score -1206765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1206768.000000 Penalty: 4623.609375
	Iteration 26Q: 3 clusters Score -1206768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1206774.500000 Penalty: 4623.609375
	Iteration 27Q: 3 clusters Score -1206774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1206781.875000 Penalty: 4623.609375
	Iteration 28Q: 3 clusters Score -1206782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1206787.875000 Penalty: 4623.609375
	Iteration 29Q: 3 clusters Score -1206788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1206787.250000 Penalty: 4623.609375
	Iteration 30Q: 3 clusters Score -1206787 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1206791.500000 Penalty: 4623.609375
	Iteration 31Q: 3 clusters Score -1206792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1206797.125000 Penalty: 4623.609375
	Iteration 32Q: 3 clusters Score -1206797 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1206797.750000 Penalty: 4623.609375
	Iteration 33Q: 3 clusters Score -1206798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1206798.625000 Penalty: 4623.609375
	Iteration 34Q: 3 clusters Score -1206799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1206802.125000 Penalty: 4623.609375
	Iteration 35Q: 3 clusters Score -1206802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1206798.625000 Penalty: 4623.609375
	Iteration 36Q: 3 clusters Score -1206799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1206798.875000 Penalty: 4623.609375
	Iteration 37Q: 3 clusters Score -1206799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1206802.625000 Penalty: 4623.609375
	Iteration 38Q: 3 clusters Score -1206803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1206806.125000 Penalty: 4623.609375
	Iteration 39Q: 3 clusters Score -1206806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1206806.875000 Penalty: 4623.609375
	Iteration 40F: 3 clusters Score -1206807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1206809.750000 Penalty: 4623.609375
	Iteration 41Q: 3 clusters Score -1206810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1206808.250000 Penalty: 4623.609375
	Iteration 42Q: 3 clusters Score -1206808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1206809.625000 Penalty: 4623.609375
	Iteration 43Q: 3 clusters Score -1206810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1206810.750000 Penalty: 4623.609375
	Iteration 44Q: 3 clusters Score -1206811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1206809.750000 Penalty: 4623.609375
	Iteration 45Q: 3 clusters Score -1206810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1206809.625000 Penalty: 4623.609375
	Iteration 46Q: 3 clusters Score -1206810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1206810.125000 Penalty: 4623.609375
	Iteration 47Q: 3 clusters Score -1206810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1206810.750000 Penalty: 4623.609375
	Iteration 48Q: 3 clusters Score -1206811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1206809.000000 Penalty: 4623.609375
	Iteration 49Q: 3 clusters Score -1206809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1206809.500000 Penalty: 4623.609375
	Iteration 50Q: 3 clusters Score -1206810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1206810.375000 Penalty: 4623.609375
	Iteration 51Q: 3 clusters Score -1206810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1206816.500000 Penalty: 4623.609375
	Iteration 52Q: 3 clusters Score -1206816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1206821.250000 Penalty: 4623.609375
	Iteration 53Q: 3 clusters Score -1206821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1206822.500000 Penalty: 4623.609375
	Iteration 54Q: 3 clusters Score -1206822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1206831.000000 Penalty: 4623.609375
	Iteration 55Q: 3 clusters Score -1206831 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1206835.875000 Penalty: 4623.609375
	Iteration 56Q: 3 clusters Score -1206836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1206837.500000 Penalty: 4623.609375
	Iteration 57Q: 3 clusters Score -1206838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1206843.875000 Penalty: 4623.609375
	Iteration 58Q: 3 clusters Score -1206844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1206844.000000 Penalty: 4623.609375
	Iteration 59Q: 3 clusters Score -1206844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1206846.250000 Penalty: 4623.609375
	Iteration 60F: 3 clusters Score -1206846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1206846.000000 Penalty: 4623.609375
	Iteration 61Q: 3 clusters Score -1206846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1206854.500000 Penalty: 4623.609375
	Iteration 62Q: 3 clusters Score -1206854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1206851.500000 Penalty: 4623.609375
	Iteration 63Q: 3 clusters Score -1206852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1206859.500000 Penalty: 4623.609375
	Iteration 64Q: 3 clusters Score -1206860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1206862.375000 Penalty: 4623.609375
	Iteration 65Q: 3 clusters Score -1206862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1206865.625000 Penalty: 4623.609375
	Iteration 66Q: 3 clusters Score -1206866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1206871.125000 Penalty: 4623.609375
	Iteration 67Q: 3 clusters Score -1206871 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1206876.875000 Penalty: 4623.609375
	Iteration 68Q: 3 clusters Score -1206877 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1206879.250000 Penalty: 4623.609375
	Iteration 69Q: 3 clusters Score -1206879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1206884.875000 Penalty: 4623.609375
	Iteration 70Q: 3 clusters Score -1206885 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1206887.250000 Penalty: 4623.609375
	Iteration 71Q: 3 clusters Score -1206887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1206888.000000 Penalty: 4623.609375
	Iteration 72Q: 3 clusters Score -1206888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1206892.000000 Penalty: 4623.609375
	Iteration 73Q: 3 clusters Score -1206892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1206896.875000 Penalty: 4623.609375
	Iteration 74Q: 3 clusters Score -1206897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1206897.750000 Penalty: 4623.609375
	Iteration 75Q: 3 clusters Score -1206898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1206898.375000 Penalty: 4623.609375
	Iteration 76Q: 3 clusters Score -1206898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1206897.750000 Penalty: 4623.609375
	Iteration 77Q: 3 clusters Score -1206898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1206901.125000 Penalty: 4623.609375
	Iteration 78Q: 3 clusters Score -1206901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1206903.000000 Penalty: 4623.609375
	Iteration 79Q: 3 clusters Score -1206903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1206901.125000 Penalty: 4623.609375
	Iteration 80F: 3 clusters Score -1206901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1206902.375000 Penalty: 4623.609375
	Iteration 81Q: 3 clusters Score -1206902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1206902.500000 Penalty: 4623.609375
	Iteration 82Q: 3 clusters Score -1206902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1206906.250000 Penalty: 4623.609375
	Iteration 83Q: 3 clusters Score -1206906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1206905.625000 Penalty: 4623.609375
	Iteration 84Q: 3 clusters Score -1206906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1206905.625000 Penalty: 4623.609375
	Iteration 85F: 3 clusters Score -1206906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Entering Unmasked Estep 
Score: -3166610.500000 Penalty: 2572.020508
	Iteration 0F: 2 clusters Score -3166610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -3144658.250000 Penalty: 5144.041016
	Iteration 0F: 3 clusters Score -3144658 nChanged 14478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -3152466.500000 Penalty: 5144.041016
	Iteration 1F: 3 clusters Score -3152466 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -3153044.250000 Penalty: 5144.041016
	Iteration 2F: 3 clusters Score -3153044 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -3153708.750000 Penalty: 5144.041016
	Iteration 3Q: 3 clusters Score -3153709 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -3154529.500000 Penalty: 5144.041016
	Iteration 4F: 3 clusters Score -3154530 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -3155576.250000 Penalty: 5144.041016
	Iteration 5F: 3 clusters Score -3155576 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -3156879.750000 Penalty: 5144.041016
	Iteration 6F: 3 clusters Score -3156880 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -3158355.000000 Penalty: 5144.041016
	Iteration 7F: 3 clusters Score -3158355 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -3159891.000000 Penalty: 5144.041016
	Iteration 8F: 3 clusters Score -3159891 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -3161332.750000 Penalty: 5144.041016
	Iteration 9F: 3 clusters Score -3161333 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -3162464.000000 Penalty: 5144.041016
	Iteration 10Q: 3 clusters Score -3162464 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -3163296.000000 Penalty: 5144.041016
	Iteration 11Q: 3 clusters Score -3163296 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3163818.750000 Penalty: 5144.041016
	Iteration 12Q: 3 clusters Score -3163819 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3164135.750000 Penalty: 5144.041016
	Iteration 13Q: 3 clusters Score -3164136 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3164379.000000 Penalty: 5144.041016
	Iteration 14Q: 3 clusters Score -3164379 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3164582.000000 Penalty: 5144.041016
	Iteration 15Q: 3 clusters Score -3164582 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3164704.750000 Penalty: 5144.041016
	Iteration 16Q: 3 clusters Score -3164705 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3164806.000000 Penalty: 5144.041016
	Iteration 17Q: 3 clusters Score -3164806 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3164883.500000 Penalty: 5144.041016
	Iteration 18Q: 3 clusters Score -3164884 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3164963.250000 Penalty: 5144.041016
	Iteration 19Q: 3 clusters Score -3164963 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3165019.750000 Penalty: 5144.041016
	Iteration 20F: 3 clusters Score -3165020 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3165052.500000 Penalty: 5144.041016
	Iteration 21Q: 3 clusters Score -3165052 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3165083.500000 Penalty: 5144.041016
	Iteration 22Q: 3 clusters Score -3165084 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3165114.250000 Penalty: 5144.041016
	Iteration 23Q: 3 clusters Score -3165114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3165143.750000 Penalty: 5144.041016
	Iteration 24Q: 3 clusters Score -3165144 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3165168.250000 Penalty: 5144.041016
	Iteration 25Q: 3 clusters Score -3165168 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3165186.500000 Penalty: 5144.041016
	Iteration 26Q: 3 clusters Score -3165186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3165189.500000 Penalty: 5144.041016
	Iteration 27Q: 3 clusters Score -3165190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3165194.750000 Penalty: 5144.041016
	Iteration 28Q: 3 clusters Score -3165195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3165206.750000 Penalty: 5144.041016
	Iteration 29Q: 3 clusters Score -3165207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3165213.250000 Penalty: 5144.041016
	Iteration 30Q: 3 clusters Score -3165213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3165220.750000 Penalty: 5144.041016
	Iteration 31Q: 3 clusters Score -3165221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3165225.500000 Penalty: 5144.041016
	Iteration 32Q: 3 clusters Score -3165226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3165225.500000 Penalty: 5144.041016
	Iteration 33Q: 3 clusters Score -3165226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3165227.500000 Penalty: 5144.041016
	Iteration 34Q: 3 clusters Score -3165228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3165228.250000 Penalty: 5144.041016
	Iteration 35Q: 3 clusters Score -3165228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3165232.500000 Penalty: 5144.041016
	Iteration 36Q: 3 clusters Score -3165232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3165225.000000 Penalty: 5144.041016
	Iteration 37Q: 3 clusters Score -3165225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3165225.000000 Penalty: 5144.041016
	Iteration 38F: 3 clusters Score -3165225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Entering Unmasked Estep 
Score: -603308.187500 Penalty: 2135.539795
	Iteration 0F: 2 clusters Score -603308.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -598477.937500 Penalty: 4271.079590
	Iteration 0F: 3 clusters Score -598477.9 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -599690.500000 Penalty: 4271.079590
	Iteration 1F: 3 clusters Score -599690.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -599908.937500 Penalty: 4271.079590
	Iteration 2F: 3 clusters Score -599908.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -600015.375000 Penalty: 4271.079590
	Iteration 3Q: 3 clusters Score -600015.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -600085.750000 Penalty: 4271.079590
	Iteration 4Q: 3 clusters Score -600085.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -600130.375000 Penalty: 4271.079590
	Iteration 5Q: 3 clusters Score -600130.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -600160.437500 Penalty: 4271.079590
	Iteration 6Q: 3 clusters Score -600160.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -600188.375000 Penalty: 4271.079590
	Iteration 7Q: 3 clusters Score -600188.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -600209.000000 Penalty: 4271.079590
	Iteration 8Q: 3 clusters Score -600209 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -600223.375000 Penalty: 4271.079590
	Iteration 9Q: 3 clusters Score -600223.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -600236.687500 Penalty: 4271.079590
	Iteration 10Q: 3 clusters Score -600236.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -600244.875000 Penalty: 4271.079590
	Iteration 11Q: 3 clusters Score -600244.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -600254.500000 Penalty: 4271.079590
	Iteration 12Q: 3 clusters Score -600254.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -600264.812500 Penalty: 4271.079590
	Iteration 13Q: 3 clusters Score -600264.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -600274.187500 Penalty: 4271.079590
	Iteration 14Q: 3 clusters Score -600274.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -600285.687500 Penalty: 4271.079590
	Iteration 15Q: 3 clusters Score -600285.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -600293.000000 Penalty: 4271.079590
	Iteration 16Q: 3 clusters Score -600293 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -600302.437500 Penalty: 4271.079590
	Iteration 17Q: 3 clusters Score -600302.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -600308.187500 Penalty: 4271.079590
	Iteration 18Q: 3 clusters Score -600308.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -600315.875000 Penalty: 4271.079590
	Iteration 19Q: 3 clusters Score -600315.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -600323.125000 Penalty: 4271.079590
	Iteration 20F: 3 clusters Score -600323.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -600325.875000 Penalty: 4271.079590
	Iteration 21Q: 3 clusters Score -600325.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -600329.562500 Penalty: 4271.079590
	Iteration 22Q: 3 clusters Score -600329.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -600334.062500 Penalty: 4271.079590
	Iteration 23Q: 3 clusters Score -600334.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -600336.875000 Penalty: 4271.079590
	Iteration 24Q: 3 clusters Score -600336.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -600339.312500 Penalty: 4271.079590
	Iteration 25Q: 3 clusters Score -600339.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -600342.562500 Penalty: 4271.079590
	Iteration 26Q: 3 clusters Score -600342.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -600348.250000 Penalty: 4271.079590
	Iteration 27Q: 3 clusters Score -600348.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -600348.937500 Penalty: 4271.079590
	Iteration 28Q: 3 clusters Score -600348.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -600350.937500 Penalty: 4271.079590
	Iteration 29Q: 3 clusters Score -600350.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -600353.312500 Penalty: 4271.079590
	Iteration 30Q: 3 clusters Score -600353.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -600354.375000 Penalty: 4271.079590
	Iteration 31Q: 3 clusters Score -600354.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -600354.562500 Penalty: 4271.079590
	Iteration 32Q: 3 clusters Score -600354.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -600355.937500 Penalty: 4271.079590
	Iteration 33Q: 3 clusters Score -600355.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -600357.375000 Penalty: 4271.079590
	Iteration 34Q: 3 clusters Score -600357.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -600358.375000 Penalty: 4271.079590
	Iteration 35Q: 3 clusters Score -600358.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -600360.062500 Penalty: 4271.079590
	Iteration 36Q: 3 clusters Score -600360.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -600361.750000 Penalty: 4271.079590
	Iteration 37Q: 3 clusters Score -600361.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -600366.750000 Penalty: 4271.079590
	Iteration 38Q: 3 clusters Score -600366.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -600367.062500 Penalty: 4271.079590
	Iteration 39Q: 3 clusters Score -600367.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -600369.625000 Penalty: 4271.079590
	Iteration 40F: 3 clusters Score -600369.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -600369.250000 Penalty: 4271.079590
	Iteration 41Q: 3 clusters Score -600369.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -600369.812500 Penalty: 4271.079590
	Iteration 42Q: 3 clusters Score -600369.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -600371.312500 Penalty: 4271.079590
	Iteration 43Q: 3 clusters Score -600371.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -600370.750000 Penalty: 4271.079590
	Iteration 44Q: 3 clusters Score -600370.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -600373.437500 Penalty: 4271.079590
	Iteration 45Q: 3 clusters Score -600373.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -600374.250000 Penalty: 4271.079590
	Iteration 46Q: 3 clusters Score -600374.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -600374.687500 Penalty: 4271.079590
	Iteration 47Q: 3 clusters Score -600374.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -600377.937500 Penalty: 4271.079590
	Iteration 48Q: 3 clusters Score -600377.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -600379.500000 Penalty: 4271.079590
	Iteration 49Q: 3 clusters Score -600379.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -600380.062500 Penalty: 4271.079590
	Iteration 50Q: 3 clusters Score -600380.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -600380.500000 Penalty: 4271.079590
	Iteration 51Q: 3 clusters Score -600380.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -600380.812500 Penalty: 4271.079590
	Iteration 52Q: 3 clusters Score -600380.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -600382.062500 Penalty: 4271.079590
	Iteration 53Q: 3 clusters Score -600382.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -600382.187500 Penalty: 4271.079590
	Iteration 54Q: 3 clusters Score -600382.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -600381.750000 Penalty: 4271.079590
	Iteration 55Q: 3 clusters Score -600381.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -600383.687500 Penalty: 4271.079590
	Iteration 56Q: 3 clusters Score -600383.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -600384.562500 Penalty: 4271.079590
	Iteration 57Q: 3 clusters Score -600384.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -600384.562500 Penalty: 4271.079590
	Iteration 58F: 3 clusters Score -600384.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Entering Unmasked Estep 
Score: -2484600.000000 Penalty: 2487.982666
	Iteration 0F: 2 clusters Score -2484600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2468605.750000 Penalty: 4975.965332
	Iteration 0F: 3 clusters Score -2468606 nChanged 10104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -2474083.250000 Penalty: 4975.965332
	Iteration 1F: 3 clusters Score -2474083 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2474566.000000 Penalty: 4975.965332
	Iteration 2F: 3 clusters Score -2474566 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -2475081.750000 Penalty: 4975.965332
	Iteration 3F: 3 clusters Score -2475082 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2475786.250000 Penalty: 4975.965332
	Iteration 4F: 3 clusters Score -2475786 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -2476740.000000 Penalty: 4975.965332
	Iteration 5F: 3 clusters Score -2476740 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2477843.750000 Penalty: 4975.965332
	Iteration 6F: 3 clusters Score -2477844 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2479007.000000 Penalty: 4975.965332
	Iteration 7F: 3 clusters Score -2479007 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2479989.000000 Penalty: 4975.965332
	Iteration 8F: 3 clusters Score -2479989 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -2480766.250000 Penalty: 4975.965332
	Iteration 9Q: 3 clusters Score -2480766 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2481450.250000 Penalty: 4975.965332
	Iteration 10Q: 3 clusters Score -2481450 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -2481954.250000 Penalty: 4975.965332
	Iteration 11Q: 3 clusters Score -2481954 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2482310.750000 Penalty: 4975.965332
	Iteration 12Q: 3 clusters Score -2482311 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2482566.500000 Penalty: 4975.965332
	Iteration 13Q: 3 clusters Score -2482566 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -2482722.750000 Penalty: 4975.965332
	Iteration 14Q: 3 clusters Score -2482723 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -2482845.750000 Penalty: 4975.965332
	Iteration 15Q: 3 clusters Score -2482846 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -2482925.500000 Penalty: 4975.965332
	Iteration 16Q: 3 clusters Score -2482926 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -2482978.000000 Penalty: 4975.965332
	Iteration 17Q: 3 clusters Score -2482978 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2483007.750000 Penalty: 4975.965332
	Iteration 18Q: 3 clusters Score -2483008 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -2483045.500000 Penalty: 4975.965332
	Iteration 19Q: 3 clusters Score -2483046 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2483073.250000 Penalty: 4975.965332
	Iteration 20F: 3 clusters Score -2483073 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -2483089.000000 Penalty: 4975.965332
	Iteration 21Q: 3 clusters Score -2483089 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -2483122.500000 Penalty: 4975.965332
	Iteration 22Q: 3 clusters Score -2483122 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -2483136.250000 Penalty: 4975.965332
	Iteration 23Q: 3 clusters Score -2483136 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -2483160.500000 Penalty: 4975.965332
	Iteration 24Q: 3 clusters Score -2483160 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -2483181.000000 Penalty: 4975.965332
	Iteration 25Q: 3 clusters Score -2483181 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -2483195.250000 Penalty: 4975.965332
	Iteration 26Q: 3 clusters Score -2483195 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -2483213.750000 Penalty: 4975.965332
	Iteration 27Q: 3 clusters Score -2483214 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -2483226.750000 Penalty: 4975.965332
	Iteration 28Q: 3 clusters Score -2483227 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -2483234.500000 Penalty: 4975.965332
	Iteration 29Q: 3 clusters Score -2483234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -2483236.750000 Penalty: 4975.965332
	Iteration 30Q: 3 clusters Score -2483237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -2483244.750000 Penalty: 4975.965332
	Iteration 31Q: 3 clusters Score -2483245 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -2483246.000000 Penalty: 4975.965332
	Iteration 32Q: 3 clusters Score -2483246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -2483250.250000 Penalty: 4975.965332
	Iteration 33Q: 3 clusters Score -2483250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -2483247.500000 Penalty: 4975.965332
	Iteration 34Q: 3 clusters Score -2483248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -2483255.000000 Penalty: 4975.965332
	Iteration 35Q: 3 clusters Score -2483255 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -2483260.500000 Penalty: 4975.965332
	Iteration 36Q: 3 clusters Score -2483260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -2483261.500000 Penalty: 4975.965332
	Iteration 37Q: 3 clusters Score -2483262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -2483262.750000 Penalty: 4975.965332
	Iteration 38Q: 3 clusters Score -2483263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -2483271.000000 Penalty: 4975.965332
	Iteration 39Q: 3 clusters Score -2483271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -2483270.000000 Penalty: 4975.965332
	Iteration 40F: 3 clusters Score -2483270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -2483275.000000 Penalty: 4975.965332
	Iteration 41Q: 3 clusters Score -2483275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -2483279.250000 Penalty: 4975.965332
	Iteration 42Q: 3 clusters Score -2483279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -2483276.750000 Penalty: 4975.965332
	Iteration 43Q: 3 clusters Score -2483277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -2483277.000000 Penalty: 4975.965332
	Iteration 44Q: 3 clusters Score -2483277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -2483278.000000 Penalty: 4975.965332
	Iteration 45Q: 3 clusters Score -2483278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -2483279.250000 Penalty: 4975.965332
	Iteration 46Q: 3 clusters Score -2483279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -2483278.250000 Penalty: 4975.965332
	Iteration 47Q: 3 clusters Score -2483278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -2483284.000000 Penalty: 4975.965332
	Iteration 48Q: 3 clusters Score -2483284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -2483281.250000 Penalty: 4975.965332
	Iteration 49Q: 3 clusters Score -2483281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2483283.250000 Penalty: 4975.965332
	Iteration 50Q: 3 clusters Score -2483283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -2483283.250000 Penalty: 4975.965332
	Iteration 51Q: 3 clusters Score -2483283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -2483283.250000 Penalty: 4975.965332
	Iteration 52F: 3 clusters Score -2483283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -2271064.500000 Penalty: 2466.410889
	Iteration 0F: 2 clusters Score -2271064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2256446.500000 Penalty: 4932.821777
	Iteration 0F: 3 clusters Score -2256446 nChanged 9222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2261486.750000 Penalty: 4932.821777
	Iteration 1F: 3 clusters Score -2261487 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2262095.500000 Penalty: 4932.821777
	Iteration 2F: 3 clusters Score -2262096 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2262714.000000 Penalty: 4932.821777
	Iteration 3F: 3 clusters Score -2262714 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2263377.500000 Penalty: 4932.821777
	Iteration 4F: 3 clusters Score -2263378 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2264075.250000 Penalty: 4932.821777
	Iteration 5F: 3 clusters Score -2264075 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2264800.250000 Penalty: 4932.821777
	Iteration 6F: 3 clusters Score -2264800 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2265554.000000 Penalty: 4932.821777
	Iteration 7F: 3 clusters Score -2265554 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2266315.750000 Penalty: 4932.821777
	Iteration 8F: 3 clusters Score -2266316 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2267062.750000 Penalty: 4932.821777
	Iteration 9Q: 3 clusters Score -2267063 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2267749.500000 Penalty: 4932.821777
	Iteration 10Q: 3 clusters Score -2267750 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2268294.500000 Penalty: 4932.821777
	Iteration 11Q: 3 clusters Score -2268294 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2268724.500000 Penalty: 4932.821777
	Iteration 12Q: 3 clusters Score -2268724 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2268997.250000 Penalty: 4932.821777
	Iteration 13Q: 3 clusters Score -2268997 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2269149.750000 Penalty: 4932.821777
	Iteration 14Q: 3 clusters Score -2269150 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2269272.500000 Penalty: 4932.821777
	Iteration 15Q: 3 clusters Score -2269272 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2269337.750000 Penalty: 4932.821777
	Iteration 16Q: 3 clusters Score -2269338 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2269374.250000 Penalty: 4932.821777
	Iteration 17Q: 3 clusters Score -2269374 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2269411.500000 Penalty: 4932.821777
	Iteration 18Q: 3 clusters Score -2269412 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -2269434.750000 Penalty: 4932.821777
	Iteration 19Q: 3 clusters Score -2269435 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2269450.750000 Penalty: 4932.821777
	Iteration 20F: 3 clusters Score -2269451 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2269472.500000 Penalty: 4932.821777
	Iteration 21Q: 3 clusters Score -2269472 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -2269482.000000 Penalty: 4932.821777
	Iteration 22Q: 3 clusters Score -2269482 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2269501.750000 Penalty: 4932.821777
	Iteration 23Q: 3 clusters Score -2269502 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2269507.500000 Penalty: 4932.821777
	Iteration 24Q: 3 clusters Score -2269508 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2269519.000000 Penalty: 4932.821777
	Iteration 25Q: 3 clusters Score -2269519 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2269532.000000 Penalty: 4932.821777
	Iteration 26Q: 3 clusters Score -2269532 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2269546.250000 Penalty: 4932.821777
	Iteration 27Q: 3 clusters Score -2269546 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2269548.750000 Penalty: 4932.821777
	Iteration 28Q: 3 clusters Score -2269549 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2269556.750000 Penalty: 4932.821777
	Iteration 29Q: 3 clusters Score -2269557 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2269583.000000 Penalty: 4932.821777
	Iteration 30Q: 3 clusters Score -2269583 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2269583.500000 Penalty: 4932.821777
	Iteration 31Q: 3 clusters Score -2269584 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -2269593.000000 Penalty: 4932.821777
	Iteration 32Q: 3 clusters Score -2269593 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2269606.250000 Penalty: 4932.821777
	Iteration 33Q: 3 clusters Score -2269606 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2269622.750000 Penalty: 4932.821777
	Iteration 34Q: 3 clusters Score -2269623 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2269636.250000 Penalty: 4932.821777
	Iteration 35Q: 3 clusters Score -2269636 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2269664.000000 Penalty: 4932.821777
	Iteration 36Q: 3 clusters Score -2269664 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2269698.750000 Penalty: 4932.821777
	Iteration 37Q: 3 clusters Score -2269699 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2269722.250000 Penalty: 4932.821777
	Iteration 38Q: 3 clusters Score -2269722 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2269746.000000 Penalty: 4932.821777
	Iteration 39Q: 3 clusters Score -2269746 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -2269766.500000 Penalty: 4932.821777
	Iteration 40F: 3 clusters Score -2269766 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -2269786.250000 Penalty: 4932.821777
	Iteration 41Q: 3 clusters Score -2269786 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2269802.750000 Penalty: 4932.821777
	Iteration 42Q: 3 clusters Score -2269803 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2269822.000000 Penalty: 4932.821777
	Iteration 43Q: 3 clusters Score -2269822 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2269833.000000 Penalty: 4932.821777
	Iteration 44Q: 3 clusters Score -2269833 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2269843.500000 Penalty: 4932.821777
	Iteration 45Q: 3 clusters Score -2269844 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2269854.500000 Penalty: 4932.821777
	Iteration 46Q: 3 clusters Score -2269854 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -2269866.000000 Penalty: 4932.821777
	Iteration 47Q: 3 clusters Score -2269866 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2269866.000000 Penalty: 4932.821777
	Iteration 48Q: 3 clusters Score -2269866 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2269869.000000 Penalty: 4932.821777
	Iteration 49Q: 3 clusters Score -2269869 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2269881.250000 Penalty: 4932.821777
	Iteration 50Q: 3 clusters Score -2269881 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2269878.750000 Penalty: 4932.821777
	Iteration 51Q: 3 clusters Score -2269879 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -2269887.750000 Penalty: 4932.821777
	Iteration 52Q: 3 clusters Score -2269888 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2269895.000000 Penalty: 4932.821777
	Iteration 53Q: 3 clusters Score -2269895 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2269904.000000 Penalty: 4932.821777
	Iteration 54Q: 3 clusters Score -2269904 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2269908.250000 Penalty: 4932.821777
	Iteration 55Q: 3 clusters Score -2269908 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2269911.500000 Penalty: 4932.821777
	Iteration 56Q: 3 clusters Score -2269912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2269918.250000 Penalty: 4932.821777
	Iteration 57Q: 3 clusters Score -2269918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2269923.250000 Penalty: 4932.821777
	Iteration 58Q: 3 clusters Score -2269923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2269933.000000 Penalty: 4932.821777
	Iteration 59Q: 3 clusters Score -2269933 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2269928.750000 Penalty: 4932.821777
	Iteration 60F: 3 clusters Score -2269929 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -2269947.750000 Penalty: 4932.821777
	Iteration 61Q: 3 clusters Score -2269948 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2269943.000000 Penalty: 4932.821777
	Iteration 62Q: 3 clusters Score -2269943 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2269954.250000 Penalty: 4932.821777
	Iteration 63Q: 3 clusters Score -2269954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2269953.500000 Penalty: 4932.821777
	Iteration 64Q: 3 clusters Score -2269954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2269960.000000 Penalty: 4932.821777
	Iteration 65Q: 3 clusters Score -2269960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2269960.750000 Penalty: 4932.821777
	Iteration 66Q: 3 clusters Score -2269961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -2269965.000000 Penalty: 4932.821777
	Iteration 67Q: 3 clusters Score -2269965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -2269962.750000 Penalty: 4932.821777
	Iteration 68Q: 3 clusters Score -2269963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -2269962.750000 Penalty: 4932.821777
	Iteration 69Q: 3 clusters Score -2269963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2269961.250000 Penalty: 4932.821777
	Iteration 70Q: 3 clusters Score -2269961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2269960.750000 Penalty: 4932.821777
	Iteration 71Q: 3 clusters Score -2269961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2269959.750000 Penalty: 4932.821777
	Iteration 72Q: 3 clusters Score -2269960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2269963.250000 Penalty: 4932.821777
	Iteration 73Q: 3 clusters Score -2269963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -2269963.000000 Penalty: 4932.821777
	Iteration 74Q: 3 clusters Score -2269963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2269961.250000 Penalty: 4932.821777
	Iteration 75Q: 3 clusters Score -2269961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2269965.750000 Penalty: 4932.821777
	Iteration 76Q: 3 clusters Score -2269966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2269969.000000 Penalty: 4932.821777
	Iteration 77Q: 3 clusters Score -2269969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2269965.250000 Penalty: 4932.821777
	Iteration 78Q: 3 clusters Score -2269965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2269963.000000 Penalty: 4932.821777
	Iteration 79Q: 3 clusters Score -2269963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2269963.000000 Penalty: 4932.821777
	Iteration 80F: 3 clusters Score -2269963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Entering Unmasked Estep 
Score: -1860800.750000 Penalty: 2443.396240
	Iteration 0F: 2 clusters Score -1860801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1847401.000000 Penalty: 4886.792480
	Iteration 0F: 3 clusters Score -1847401 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1852190.500000 Penalty: 4886.792480
	Iteration 1F: 3 clusters Score -1852190 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1852845.875000 Penalty: 4886.792480
	Iteration 2F: 3 clusters Score -1852846 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1853439.375000 Penalty: 4886.792480
	Iteration 3F: 3 clusters Score -1853439 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1853956.000000 Penalty: 4886.792480
	Iteration 4F: 3 clusters Score -1853956 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1854411.000000 Penalty: 4886.792480
	Iteration 5Q: 3 clusters Score -1854411 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1854848.750000 Penalty: 4886.792480
	Iteration 6Q: 3 clusters Score -1854849 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1855208.500000 Penalty: 4886.792480
	Iteration 7Q: 3 clusters Score -1855208 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1855522.125000 Penalty: 4886.792480
	Iteration 8Q: 3 clusters Score -1855522 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1855810.500000 Penalty: 4886.792480
	Iteration 9Q: 3 clusters Score -1855810 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1856082.500000 Penalty: 4886.792480
	Iteration 10Q: 3 clusters Score -1856082 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1856308.125000 Penalty: 4886.792480
	Iteration 11Q: 3 clusters Score -1856308 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1856486.000000 Penalty: 4886.792480
	Iteration 12Q: 3 clusters Score -1856486 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1856603.250000 Penalty: 4886.792480
	Iteration 13Q: 3 clusters Score -1856603 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1856684.125000 Penalty: 4886.792480
	Iteration 14Q: 3 clusters Score -1856684 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1856728.875000 Penalty: 4886.792480
	Iteration 15Q: 3 clusters Score -1856729 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1856762.625000 Penalty: 4886.792480
	Iteration 16Q: 3 clusters Score -1856763 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1856794.250000 Penalty: 4886.792480
	Iteration 17Q: 3 clusters Score -1856794 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1856825.125000 Penalty: 4886.792480
	Iteration 18Q: 3 clusters Score -1856825 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1856850.125000 Penalty: 4886.792480
	Iteration 19Q: 3 clusters Score -1856850 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1856873.125000 Penalty: 4886.792480
	Iteration 20F: 3 clusters Score -1856873 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1856898.125000 Penalty: 4886.792480
	Iteration 21Q: 3 clusters Score -1856898 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1856920.000000 Penalty: 4886.792480
	Iteration 22Q: 3 clusters Score -1856920 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1856942.750000 Penalty: 4886.792480
	Iteration 23Q: 3 clusters Score -1856943 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1856965.375000 Penalty: 4886.792480
	Iteration 24Q: 3 clusters Score -1856965 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1856984.125000 Penalty: 4886.792480
	Iteration 25Q: 3 clusters Score -1856984 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1857013.250000 Penalty: 4886.792480
	Iteration 26Q: 3 clusters Score -1857013 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1857042.500000 Penalty: 4886.792480
	Iteration 27Q: 3 clusters Score -1857042 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1857079.625000 Penalty: 4886.792480
	Iteration 28Q: 3 clusters Score -1857080 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1857108.250000 Penalty: 4886.792480
	Iteration 29Q: 3 clusters Score -1857108 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1857141.750000 Penalty: 4886.792480
	Iteration 30Q: 3 clusters Score -1857142 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1857183.000000 Penalty: 4886.792480
	Iteration 31Q: 3 clusters Score -1857183 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1857218.000000 Penalty: 4886.792480
	Iteration 32Q: 3 clusters Score -1857218 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1857254.625000 Penalty: 4886.792480
	Iteration 33Q: 3 clusters Score -1857255 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1857285.625000 Penalty: 4886.792480
	Iteration 34Q: 3 clusters Score -1857286 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1857315.250000 Penalty: 4886.792480
	Iteration 35Q: 3 clusters Score -1857315 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1857345.375000 Penalty: 4886.792480
	Iteration 36Q: 3 clusters Score -1857345 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1857386.625000 Penalty: 4886.792480
	Iteration 37Q: 3 clusters Score -1857387 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1857432.375000 Penalty: 4886.792480
	Iteration 38Q: 3 clusters Score -1857432 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -1857476.625000 Penalty: 4886.792480
	Iteration 39Q: 3 clusters Score -1857477 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1857522.500000 Penalty: 4886.792480
	Iteration 40F: 3 clusters Score -1857522 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -1857558.375000 Penalty: 4886.792480
	Iteration 41Q: 3 clusters Score -1857558 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -1857591.250000 Penalty: 4886.792480
	Iteration 42Q: 3 clusters Score -1857591 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -1857631.625000 Penalty: 4886.792480
	Iteration 43Q: 3 clusters Score -1857632 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -1857662.750000 Penalty: 4886.792480
	Iteration 44Q: 3 clusters Score -1857663 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -1857694.125000 Penalty: 4886.792480
	Iteration 45Q: 3 clusters Score -1857694 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -1857737.000000 Penalty: 4886.792480
	Iteration 46Q: 3 clusters Score -1857737 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -1857769.375000 Penalty: 4886.792480
	Iteration 47Q: 3 clusters Score -1857769 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -1857815.625000 Penalty: 4886.792480
	Iteration 48Q: 3 clusters Score -1857816 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -1857859.625000 Penalty: 4886.792480
	Iteration 49Q: 3 clusters Score -1857860 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -1857902.625000 Penalty: 4886.792480
	Iteration 50Q: 3 clusters Score -1857903 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -1857952.500000 Penalty: 4886.792480
	Iteration 51Q: 3 clusters Score -1857952 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -1858007.125000 Penalty: 4886.792480
	Iteration 52Q: 3 clusters Score -1858007 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -1858055.125000 Penalty: 4886.792480
	Iteration 53Q: 3 clusters Score -1858055 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -1858123.750000 Penalty: 4886.792480
	Iteration 54Q: 3 clusters Score -1858124 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -1858194.875000 Penalty: 4886.792480
	Iteration 55Q: 3 clusters Score -1858195 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -1858249.250000 Penalty: 4886.792480
	Iteration 56Q: 3 clusters Score -1858249 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -1858305.875000 Penalty: 4886.792480
	Iteration 57Q: 3 clusters Score -1858306 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -1858352.875000 Penalty: 4886.792480
	Iteration 58Q: 3 clusters Score -1858353 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -1858397.750000 Penalty: 4886.792480
	Iteration 59Q: 3 clusters Score -1858398 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -1858439.125000 Penalty: 4886.792480
	Iteration 60F: 3 clusters Score -1858439 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -1858471.875000 Penalty: 4886.792480
	Iteration 61Q: 3 clusters Score -1858472 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -1858511.875000 Penalty: 4886.792480
	Iteration 62Q: 3 clusters Score -1858512 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -1858540.375000 Penalty: 4886.792480
	Iteration 63Q: 3 clusters Score -1858540 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -1858549.000000 Penalty: 4886.792480
	Iteration 64Q: 3 clusters Score -1858549 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -1858564.125000 Penalty: 4886.792480
	Iteration 65Q: 3 clusters Score -1858564 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -1858580.000000 Penalty: 4886.792480
	Iteration 66Q: 3 clusters Score -1858580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -1858588.875000 Penalty: 4886.792480
	Iteration 67Q: 3 clusters Score -1858589 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -1858595.625000 Penalty: 4886.792480
	Iteration 68Q: 3 clusters Score -1858596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -1858603.750000 Penalty: 4886.792480
	Iteration 69Q: 3 clusters Score -1858604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -1858614.375000 Penalty: 4886.792480
	Iteration 70Q: 3 clusters Score -1858614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -1858626.250000 Penalty: 4886.792480
	Iteration 71Q: 3 clusters Score -1858626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -1858634.125000 Penalty: 4886.792480
	Iteration 72Q: 3 clusters Score -1858634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -1858638.375000 Penalty: 4886.792480
	Iteration 73Q: 3 clusters Score -1858638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -1858646.750000 Penalty: 4886.792480
	Iteration 74Q: 3 clusters Score -1858647 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -1858658.375000 Penalty: 4886.792480
	Iteration 75Q: 3 clusters Score -1858658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -1858666.875000 Penalty: 4886.792480
	Iteration 76Q: 3 clusters Score -1858667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -1858671.000000 Penalty: 4886.792480
	Iteration 77Q: 3 clusters Score -1858671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -1858681.000000 Penalty: 4886.792480
	Iteration 78Q: 3 clusters Score -1858681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -1858687.500000 Penalty: 4886.792480
	Iteration 79Q: 3 clusters Score -1858688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -1858694.375000 Penalty: 4886.792480
	Iteration 80F: 3 clusters Score -1858694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -1858703.625000 Penalty: 4886.792480
	Iteration 81Q: 3 clusters Score -1858704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -1858712.250000 Penalty: 4886.792480
	Iteration 82Q: 3 clusters Score -1858712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -1858719.750000 Penalty: 4886.792480
	Iteration 83Q: 3 clusters Score -1858720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -1858729.500000 Penalty: 4886.792480
	Iteration 84Q: 3 clusters Score -1858730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -1858739.375000 Penalty: 4886.792480
	Iteration 85Q: 3 clusters Score -1858739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -1858740.875000 Penalty: 4886.792480
	Iteration 86Q: 3 clusters Score -1858741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -1858747.375000 Penalty: 4886.792480
	Iteration 87Q: 3 clusters Score -1858747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -1858756.250000 Penalty: 4886.792480
	Iteration 88Q: 3 clusters Score -1858756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -1858764.000000 Penalty: 4886.792480
	Iteration 89Q: 3 clusters Score -1858764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -1858772.750000 Penalty: 4886.792480
	Iteration 90Q: 3 clusters Score -1858773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -1858780.000000 Penalty: 4886.792480
	Iteration 91Q: 3 clusters Score -1858780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -1858781.500000 Penalty: 4886.792480
	Iteration 92Q: 3 clusters Score -1858782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -1858789.625000 Penalty: 4886.792480
	Iteration 93Q: 3 clusters Score -1858790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -1858796.250000 Penalty: 4886.792480
	Iteration 94Q: 3 clusters Score -1858796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -1858798.750000 Penalty: 4886.792480
	Iteration 95Q: 3 clusters Score -1858799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -1858809.750000 Penalty: 4886.792480
	Iteration 96Q: 3 clusters Score -1858810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -1858813.875000 Penalty: 4886.792480
	Iteration 97Q: 3 clusters Score -1858814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -1858821.250000 Penalty: 4886.792480
	Iteration 98Q: 3 clusters Score -1858821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -1858821.750000 Penalty: 4886.792480
	Iteration 99Q: 3 clusters Score -1858822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -1858825.250000 Penalty: 4886.792480
	Iteration 100F: 3 clusters Score -1858825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -1858825.000000 Penalty: 4886.792480
	Iteration 101Q: 3 clusters Score -1858825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -1858828.750000 Penalty: 4886.792480
	Iteration 102Q: 3 clusters Score -1858829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -1858828.750000 Penalty: 4886.792480
	Iteration 103Q: 3 clusters Score -1858829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -1858828.500000 Penalty: 4886.792480
	Iteration 104Q: 3 clusters Score -1858828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -1858830.625000 Penalty: 4886.792480
	Iteration 105Q: 3 clusters Score -1858831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -1858835.625000 Penalty: 4886.792480
	Iteration 106Q: 3 clusters Score -1858836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -1858838.500000 Penalty: 4886.792480
	Iteration 107Q: 3 clusters Score -1858838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -1858841.250000 Penalty: 4886.792480
	Iteration 108Q: 3 clusters Score -1858841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -1858840.750000 Penalty: 4886.792480
	Iteration 109Q: 3 clusters Score -1858841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -1858841.750000 Penalty: 4886.792480
	Iteration 110Q: 3 clusters Score -1858842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -1858846.500000 Penalty: 4886.792480
	Iteration 111Q: 3 clusters Score -1858846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -1858853.375000 Penalty: 4886.792480
	Iteration 112Q: 3 clusters Score -1858853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -1858858.125000 Penalty: 4886.792480
	Iteration 113Q: 3 clusters Score -1858858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -1858858.875000 Penalty: 4886.792480
	Iteration 114Q: 3 clusters Score -1858859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -1858863.000000 Penalty: 4886.792480
	Iteration 115Q: 3 clusters Score -1858863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -1858862.875000 Penalty: 4886.792480
	Iteration 116Q: 3 clusters Score -1858863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -1858862.875000 Penalty: 4886.792480
	Iteration 117F: 3 clusters Score -1858863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -35546.785156 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -35546.79 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 183 members 
Entering Unmasked Estep 
Score: -34218.628906 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -34218.63 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34367.316406 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -34367.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34419.136719 Penalty: 2933.097656
	Iteration 2Q: 3 clusters Score -34419.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34474.417969 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -34474.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34515.121094 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -34515.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34585.429688 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -34585.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -34635.824219 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -34635.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -34701.476562 Penalty: 2933.097656
	Iteration 7Q: 3 clusters Score -34701.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -34750.558594 Penalty: 2933.097656
	Iteration 8Q: 3 clusters Score -34750.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -34778.683594 Penalty: 2933.097656
	Iteration 9Q: 3 clusters Score -34778.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -34792.679688 Penalty: 2933.097656
	Iteration 10Q: 3 clusters Score -34792.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34794.984375 Penalty: 2933.097656
	Iteration 11Q: 3 clusters Score -34794.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34794.984375 Penalty: 2933.097656
	Iteration 12F: 3 clusters Score -34794.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -21776.859375 Penalty: 1350.790894
	Iteration 0F: 2 clusters Score -21776.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20626.542969 Penalty: 2701.581787
	Iteration 0F: 3 clusters Score -20626.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20699.593750 Penalty: 2701.581787
	Iteration 1F: 3 clusters Score -20699.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20712.980469 Penalty: 2701.581787
	Iteration 2Q: 3 clusters Score -20712.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20714.761719 Penalty: 2701.581787
	Iteration 3Q: 3 clusters Score -20714.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20714.761719 Penalty: 2701.581787
	Iteration 4F: 3 clusters Score -20714.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Entering Unmasked Estep 
Score: -717129.062500 Penalty: 2218.765625
	Iteration 0F: 2 clusters Score -717129.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -710886.812500 Penalty: 4437.531250
	Iteration 0F: 3 clusters Score -710886.8 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -712637.562500 Penalty: 4437.531250
	Iteration 1F: 3 clusters Score -712637.6 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -713025.875000 Penalty: 4437.531250
	Iteration 2F: 3 clusters Score -713025.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -713378.937500 Penalty: 4437.531250
	Iteration 3F: 3 clusters Score -713378.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -713718.937500 Penalty: 4437.531250
	Iteration 4F: 3 clusters Score -713718.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -714016.375000 Penalty: 4437.531250
	Iteration 5F: 3 clusters Score -714016.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -714318.437500 Penalty: 4437.531250
	Iteration 6Q: 3 clusters Score -714318.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -714604.312500 Penalty: 4437.531250
	Iteration 7Q: 3 clusters Score -714604.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -714868.812500 Penalty: 4437.531250
	Iteration 8Q: 3 clusters Score -714868.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -715037.250000 Penalty: 4437.531250
	Iteration 9Q: 3 clusters Score -715037.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -715140.500000 Penalty: 4437.531250
	Iteration 10Q: 3 clusters Score -715140.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -715219.187500 Penalty: 4437.531250
	Iteration 11Q: 3 clusters Score -715219.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -715282.500000 Penalty: 4437.531250
	Iteration 12Q: 3 clusters Score -715282.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -715331.687500 Penalty: 4437.531250
	Iteration 13Q: 3 clusters Score -715331.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -715381.937500 Penalty: 4437.531250
	Iteration 14Q: 3 clusters Score -715381.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -715419.687500 Penalty: 4437.531250
	Iteration 15Q: 3 clusters Score -715419.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -715459.312500 Penalty: 4437.531250
	Iteration 16Q: 3 clusters Score -715459.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -715487.812500 Penalty: 4437.531250
	Iteration 17Q: 3 clusters Score -715487.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -715507.875000 Penalty: 4437.531250
	Iteration 18Q: 3 clusters Score -715507.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -715523.250000 Penalty: 4437.531250
	Iteration 19Q: 3 clusters Score -715523.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -715538.000000 Penalty: 4437.531250
	Iteration 20F: 3 clusters Score -715538 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -715548.000000 Penalty: 4437.531250
	Iteration 21Q: 3 clusters Score -715548 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -715559.250000 Penalty: 4437.531250
	Iteration 22Q: 3 clusters Score -715559.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -715570.375000 Penalty: 4437.531250
	Iteration 23Q: 3 clusters Score -715570.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -715582.250000 Penalty: 4437.531250
	Iteration 24Q: 3 clusters Score -715582.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -715598.062500 Penalty: 4437.531250
	Iteration 25Q: 3 clusters Score -715598.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -715606.500000 Penalty: 4437.531250
	Iteration 26Q: 3 clusters Score -715606.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -715614.625000 Penalty: 4437.531250
	Iteration 27Q: 3 clusters Score -715614.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -715623.437500 Penalty: 4437.531250
	Iteration 28Q: 3 clusters Score -715623.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -715630.312500 Penalty: 4437.531250
	Iteration 29Q: 3 clusters Score -715630.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -715637.437500 Penalty: 4437.531250
	Iteration 30Q: 3 clusters Score -715637.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -715644.437500 Penalty: 4437.531250
	Iteration 31Q: 3 clusters Score -715644.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -715650.312500 Penalty: 4437.531250
	Iteration 32Q: 3 clusters Score -715650.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -715653.062500 Penalty: 4437.531250
	Iteration 33Q: 3 clusters Score -715653.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -715659.187500 Penalty: 4437.531250
	Iteration 34Q: 3 clusters Score -715659.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -715663.062500 Penalty: 4437.531250
	Iteration 35Q: 3 clusters Score -715663.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -715668.000000 Penalty: 4437.531250
	Iteration 36Q: 3 clusters Score -715668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -715676.125000 Penalty: 4437.531250
	Iteration 37Q: 3 clusters Score -715676.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -715685.500000 Penalty: 4437.531250
	Iteration 38Q: 3 clusters Score -715685.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -715688.937500 Penalty: 4437.531250
	Iteration 39Q: 3 clusters Score -715688.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -715694.000000 Penalty: 4437.531250
	Iteration 40F: 3 clusters Score -715694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -715697.687500 Penalty: 4437.531250
	Iteration 41Q: 3 clusters Score -715697.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -715703.187500 Penalty: 4437.531250
	Iteration 42Q: 3 clusters Score -715703.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -715707.250000 Penalty: 4437.531250
	Iteration 43Q: 3 clusters Score -715707.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -715717.125000 Penalty: 4437.531250
	Iteration 44Q: 3 clusters Score -715717.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -715723.500000 Penalty: 4437.531250
	Iteration 45Q: 3 clusters Score -715723.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -715725.562500 Penalty: 4437.531250
	Iteration 46Q: 3 clusters Score -715725.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -715733.062500 Penalty: 4437.531250
	Iteration 47Q: 3 clusters Score -715733.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -715736.125000 Penalty: 4437.531250
	Iteration 48Q: 3 clusters Score -715736.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -715739.187500 Penalty: 4437.531250
	Iteration 49Q: 3 clusters Score -715739.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -715745.187500 Penalty: 4437.531250
	Iteration 50Q: 3 clusters Score -715745.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -715751.687500 Penalty: 4437.531250
	Iteration 51Q: 3 clusters Score -715751.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -715757.812500 Penalty: 4437.531250
	Iteration 52Q: 3 clusters Score -715757.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -715762.937500 Penalty: 4437.531250
	Iteration 53Q: 3 clusters Score -715762.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -715771.875000 Penalty: 4437.531250
	Iteration 54Q: 3 clusters Score -715771.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -715783.187500 Penalty: 4437.531250
	Iteration 55Q: 3 clusters Score -715783.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -715789.125000 Penalty: 4437.531250
	Iteration 56Q: 3 clusters Score -715789.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -715798.812500 Penalty: 4437.531250
	Iteration 57Q: 3 clusters Score -715798.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -715806.937500 Penalty: 4437.531250
	Iteration 58Q: 3 clusters Score -715806.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -715814.375000 Penalty: 4437.531250
	Iteration 59Q: 3 clusters Score -715814.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -715818.500000 Penalty: 4437.531250
	Iteration 60F: 3 clusters Score -715818.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -715822.875000 Penalty: 4437.531250
	Iteration 61Q: 3 clusters Score -715822.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -715831.250000 Penalty: 4437.531250
	Iteration 62Q: 3 clusters Score -715831.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -715834.125000 Penalty: 4437.531250
	Iteration 63Q: 3 clusters Score -715834.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -715838.562500 Penalty: 4437.531250
	Iteration 64Q: 3 clusters Score -715838.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -715844.125000 Penalty: 4437.531250
	Iteration 65Q: 3 clusters Score -715844.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -715847.375000 Penalty: 4437.531250
	Iteration 66Q: 3 clusters Score -715847.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -715848.750000 Penalty: 4437.531250
	Iteration 67Q: 3 clusters Score -715848.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -715852.625000 Penalty: 4437.531250
	Iteration 68Q: 3 clusters Score -715852.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -715856.312500 Penalty: 4437.531250
	Iteration 69Q: 3 clusters Score -715856.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -715856.625000 Penalty: 4437.531250
	Iteration 70Q: 3 clusters Score -715856.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -715858.562500 Penalty: 4437.531250
	Iteration 71Q: 3 clusters Score -715858.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -715860.937500 Penalty: 4437.531250
	Iteration 72Q: 3 clusters Score -715860.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -715861.437500 Penalty: 4437.531250
	Iteration 73Q: 3 clusters Score -715861.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -715864.000000 Penalty: 4437.531250
	Iteration 74Q: 3 clusters Score -715864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -715865.437500 Penalty: 4437.531250
	Iteration 75Q: 3 clusters Score -715865.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -715864.312500 Penalty: 4437.531250
	Iteration 76Q: 3 clusters Score -715864.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -715864.812500 Penalty: 4437.531250
	Iteration 77Q: 3 clusters Score -715864.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -715868.625000 Penalty: 4437.531250
	Iteration 78Q: 3 clusters Score -715868.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -715869.437500 Penalty: 4437.531250
	Iteration 79Q: 3 clusters Score -715869.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -715868.562500 Penalty: 4437.531250
	Iteration 80F: 3 clusters Score -715868.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -715867.937500 Penalty: 4437.531250
	Iteration 81Q: 3 clusters Score -715867.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -715868.000000 Penalty: 4437.531250
	Iteration 82Q: 3 clusters Score -715868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -715867.625000 Penalty: 4437.531250
	Iteration 83Q: 3 clusters Score -715867.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -715870.375000 Penalty: 4437.531250
	Iteration 84Q: 3 clusters Score -715870.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -715871.812500 Penalty: 4437.531250
	Iteration 85Q: 3 clusters Score -715871.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -715874.750000 Penalty: 4437.531250
	Iteration 86Q: 3 clusters Score -715874.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -715876.062500 Penalty: 4437.531250
	Iteration 87Q: 3 clusters Score -715876.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -715875.750000 Penalty: 4437.531250
	Iteration 88Q: 3 clusters Score -715875.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -715876.750000 Penalty: 4437.531250
	Iteration 89Q: 3 clusters Score -715876.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -715877.125000 Penalty: 4437.531250
	Iteration 90Q: 3 clusters Score -715877.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -715877.375000 Penalty: 4437.531250
	Iteration 91Q: 3 clusters Score -715877.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -715877.062500 Penalty: 4437.531250
	Iteration 92Q: 3 clusters Score -715877.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -715876.687500 Penalty: 4437.531250
	Iteration 93Q: 3 clusters Score -715876.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -715877.000000 Penalty: 4437.531250
	Iteration 94Q: 3 clusters Score -715877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -715876.875000 Penalty: 4437.531250
	Iteration 95Q: 3 clusters Score -715876.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -715876.875000 Penalty: 4437.531250
	Iteration 96F: 3 clusters Score -715876.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -107342.328125 Penalty: 1706.080322
	Iteration 0F: 2 clusters Score -107342.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -105421.265625 Penalty: 3412.160645
	Iteration 0F: 3 clusters Score -105421.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -105678.843750 Penalty: 3412.160645
	Iteration 1F: 3 clusters Score -105678.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -105739.078125 Penalty: 3412.160645
	Iteration 2F: 3 clusters Score -105739.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -105756.570312 Penalty: 3412.160645
	Iteration 3Q: 3 clusters Score -105756.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -105769.890625 Penalty: 3412.160645
	Iteration 4Q: 3 clusters Score -105769.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -105776.640625 Penalty: 3412.160645
	Iteration 5Q: 3 clusters Score -105776.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -105780.140625 Penalty: 3412.160645
	Iteration 6Q: 3 clusters Score -105780.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -105782.390625 Penalty: 3412.160645
	Iteration 7Q: 3 clusters Score -105782.4 nChanged 2
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: -105784.445312 Penalty: 3412.160645
	Iteration 8Q: 3 clusters Score -105784.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -105785.156250 Penalty: 3412.160645
	Iteration 9Q: 3 clusters Score -105785.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -105785.156250 Penalty: 3412.160645
	Iteration 10F: 3 clusters Score -105785.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Entering Unmasked Estep 
Score: -783101.187500 Penalty: 2300.293945
	Iteration 0F: 2 clusters Score -783101.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -775012.750000 Penalty: 4600.587891
	Iteration 0F: 3 clusters Score -775012.8 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -777588.750000 Penalty: 4600.587891
	Iteration 1F: 3 clusters Score -777588.8 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -778049.312500 Penalty: 4600.587891
	Iteration 2F: 3 clusters Score -778049.3 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -778377.312500 Penalty: 4600.587891
	Iteration 3F: 3 clusters Score -778377.3 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -778626.625000 Penalty: 4600.587891
	Iteration 4Q: 3 clusters Score -778626.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -778834.375000 Penalty: 4600.587891
	Iteration 5Q: 3 clusters Score -778834.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -779053.750000 Penalty: 4600.587891
	Iteration 6Q: 3 clusters Score -779053.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -779257.875000 Penalty: 4600.587891
	Iteration 7Q: 3 clusters Score -779257.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -779433.687500 Penalty: 4600.587891
	Iteration 8Q: 3 clusters Score -779433.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -779591.437500 Penalty: 4600.587891
	Iteration 9Q: 3 clusters Score -779591.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -779754.500000 Penalty: 4600.587891
	Iteration 10Q: 3 clusters Score -779754.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -779912.000000 Penalty: 4600.587891
	Iteration 11Q: 3 clusters Score -779912 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -780035.000000 Penalty: 4600.587891
	Iteration 12Q: 3 clusters Score -780035 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -780141.625000 Penalty: 4600.587891
	Iteration 13Q: 3 clusters Score -780141.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -780230.250000 Penalty: 4600.587891
	Iteration 14Q: 3 clusters Score -780230.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -780303.562500 Penalty: 4600.587891
	Iteration 15Q: 3 clusters Score -780303.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -780368.250000 Penalty: 4600.587891
	Iteration 16Q: 3 clusters Score -780368.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -780442.125000 Penalty: 4600.587891
	Iteration 17Q: 3 clusters Score -780442.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -780513.750000 Penalty: 4600.587891
	Iteration 18Q: 3 clusters Score -780513.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -780581.375000 Penalty: 4600.587891
	Iteration 19Q: 3 clusters Score -780581.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -780642.250000 Penalty: 4600.587891
	Iteration 20F: 3 clusters Score -780642.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -780704.437500 Penalty: 4600.587891
	Iteration 21Q: 3 clusters Score -780704.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -780768.437500 Penalty: 4600.587891
	Iteration 22Q: 3 clusters Score -780768.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -780842.875000 Penalty: 4600.587891
	Iteration 23Q: 3 clusters Score -780842.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -780931.500000 Penalty: 4600.587891
	Iteration 24Q: 3 clusters Score -780931.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -781025.625000 Penalty: 4600.587891
	Iteration 25Q: 3 clusters Score -781025.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -781105.375000 Penalty: 4600.587891
	Iteration 26Q: 3 clusters Score -781105.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -781173.375000 Penalty: 4600.587891
	Iteration 27Q: 3 clusters Score -781173.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -781236.437500 Penalty: 4600.587891
	Iteration 28Q: 3 clusters Score -781236.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -781302.687500 Penalty: 4600.587891
	Iteration 29Q: 3 clusters Score -781302.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -781368.312500 Penalty: 4600.587891
	Iteration 30Q: 3 clusters Score -781368.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -781429.250000 Penalty: 4600.587891
	Iteration 31Q: 3 clusters Score -781429.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -781479.187500 Penalty: 4600.587891
	Iteration 32Q: 3 clusters Score -781479.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -781522.562500 Penalty: 4600.587891
	Iteration 33Q: 3 clusters Score -781522.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -781558.625000 Penalty: 4600.587891
	Iteration 34Q: 3 clusters Score -781558.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -781591.000000 Penalty: 4600.587891
	Iteration 35Q: 3 clusters Score -781591 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -781611.562500 Penalty: 4600.587891
	Iteration 36Q: 3 clusters Score -781611.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -781633.375000 Penalty: 4600.587891
	Iteration 37Q: 3 clusters Score -781633.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -781651.937500 Penalty: 4600.587891
	Iteration 38Q: 3 clusters Score -781651.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -781675.312500 Penalty: 4600.587891
	Iteration 39Q: 3 clusters Score -781675.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -781693.875000 Penalty: 4600.587891
	Iteration 40F: 3 clusters Score -781693.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -781713.375000 Penalty: 4600.587891
	Iteration 41Q: 3 clusters Score -781713.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -781729.687500 Penalty: 4600.587891
	Iteration 42Q: 3 clusters Score -781729.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -781744.125000 Penalty: 4600.587891
	Iteration 43Q: 3 clusters Score -781744.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -781767.687500 Penalty: 4600.587891
	Iteration 44Q: 3 clusters Score -781767.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -781793.000000 Penalty: 4600.587891
	Iteration 45Q: 3 clusters Score -781793 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -781813.500000 Penalty: 4600.587891
	Iteration 46Q: 3 clusters Score -781813.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -781836.250000 Penalty: 4600.587891
	Iteration 47Q: 3 clusters Score -781836.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -781859.000000 Penalty: 4600.587891
	Iteration 48Q: 3 clusters Score -781859 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -781881.875000 Penalty: 4600.587891
	Iteration 49Q: 3 clusters Score -781881.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -781902.687500 Penalty: 4600.587891
	Iteration 50Q: 3 clusters Score -781902.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -781923.187500 Penalty: 4600.587891
	Iteration 51Q: 3 clusters Score -781923.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -781938.875000 Penalty: 4600.587891
	Iteration 52Q: 3 clusters Score -781938.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -781962.750000 Penalty: 4600.587891
	Iteration 53Q: 3 clusters Score -781962.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -781979.625000 Penalty: 4600.587891
	Iteration 54Q: 3 clusters Score -781979.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -781994.937500 Penalty: 4600.587891
	Iteration 55Q: 3 clusters Score -781994.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -782009.000000 Penalty: 4600.587891
	Iteration 56Q: 3 clusters Score -782009 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -782020.125000 Penalty: 4600.587891
	Iteration 57Q: 3 clusters Score -782020.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -782029.812500 Penalty: 4600.587891
	Iteration 58Q: 3 clusters Score -782029.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -782038.812500 Penalty: 4600.587891
	Iteration 59Q: 3 clusters Score -782038.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -782050.125000 Penalty: 4600.587891
	Iteration 60F: 3 clusters Score -782050.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -782056.000000 Penalty: 4600.587891
	Iteration 61Q: 3 clusters Score -782056 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -782066.062500 Penalty: 4600.587891
	Iteration 62Q: 3 clusters Score -782066.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -782070.937500 Penalty: 4600.587891
	Iteration 63Q: 3 clusters Score -782070.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -782079.875000 Penalty: 4600.587891
	Iteration 64Q: 3 clusters Score -782079.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -782088.000000 Penalty: 4600.587891
	Iteration 65Q: 3 clusters Score -782088 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -782095.750000 Penalty: 4600.587891
	Iteration 66Q: 3 clusters Score -782095.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -782099.562500 Penalty: 4600.587891
	Iteration 67Q: 3 clusters Score -782099.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -782107.000000 Penalty: 4600.587891
	Iteration 68Q: 3 clusters Score -782107 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -782112.562500 Penalty: 4600.587891
	Iteration 69Q: 3 clusters Score -782112.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -782123.875000 Penalty: 4600.587891
	Iteration 70Q: 3 clusters Score -782123.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -782128.437500 Penalty: 4600.587891
	Iteration 71Q: 3 clusters Score -782128.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -782136.562500 Penalty: 4600.587891
	Iteration 72Q: 3 clusters Score -782136.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -782140.062500 Penalty: 4600.587891
	Iteration 73Q: 3 clusters Score -782140.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -782147.000000 Penalty: 4600.587891
	Iteration 74Q: 3 clusters Score -782147 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -782155.687500 Penalty: 4600.587891
	Iteration 75Q: 3 clusters Score -782155.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -782165.500000 Penalty: 4600.587891
	Iteration 76Q: 3 clusters Score -782165.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -782175.312500 Penalty: 4600.587891
	Iteration 77Q: 3 clusters Score -782175.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -782181.875000 Penalty: 4600.587891
	Iteration 78Q: 3 clusters Score -782181.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -782191.125000 Penalty: 4600.587891
	Iteration 79Q: 3 clusters Score -782191.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -782198.187500 Penalty: 4600.587891
	Iteration 80F: 3 clusters Score -782198.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -782204.375000 Penalty: 4600.587891
	Iteration 81Q: 3 clusters Score -782204.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -782209.062500 Penalty: 4600.587891
	Iteration 82Q: 3 clusters Score -782209.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -782216.312500 Penalty: 4600.587891
	Iteration 83Q: 3 clusters Score -782216.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -782218.375000 Penalty: 4600.587891
	Iteration 84Q: 3 clusters Score -782218.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -782221.500000 Penalty: 4600.587891
	Iteration 85Q: 3 clusters Score -782221.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -782222.750000 Penalty: 4600.587891
	Iteration 86Q: 3 clusters Score -782222.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -782227.812500 Penalty: 4600.587891
	Iteration 87Q: 3 clusters Score -782227.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -782229.562500 Penalty: 4600.587891
	Iteration 88Q: 3 clusters Score -782229.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -782232.125000 Penalty: 4600.587891
	Iteration 89Q: 3 clusters Score -782232.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -782237.500000 Penalty: 4600.587891
	Iteration 90Q: 3 clusters Score -782237.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -782240.000000 Penalty: 4600.587891
	Iteration 91Q: 3 clusters Score -782240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -782246.062500 Penalty: 4600.587891
	Iteration 92Q: 3 clusters Score -782246.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -782250.687500 Penalty: 4600.587891
	Iteration 93Q: 3 clusters Score -782250.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -782256.437500 Penalty: 4600.587891
	Iteration 94Q: 3 clusters Score -782256.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -782261.437500 Penalty: 4600.587891
	Iteration 95Q: 3 clusters Score -782261.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -782263.937500 Penalty: 4600.587891
	Iteration 96Q: 3 clusters Score -782263.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -782264.250000 Penalty: 4600.587891
	Iteration 97Q: 3 clusters Score -782264.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -782265.250000 Penalty: 4600.587891
	Iteration 98Q: 3 clusters Score -782265.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -782268.187500 Penalty: 4600.587891
	Iteration 99Q: 3 clusters Score -782268.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -782268.937500 Penalty: 4600.587891
	Iteration 100F: 3 clusters Score -782268.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -782268.312500 Penalty: 4600.587891
	Iteration 101Q: 3 clusters Score -782268.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -782270.937500 Penalty: 4600.587891
	Iteration 102Q: 3 clusters Score -782270.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -782272.750000 Penalty: 4600.587891
	Iteration 103Q: 3 clusters Score -782272.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -782275.562500 Penalty: 4600.587891
	Iteration 104Q: 3 clusters Score -782275.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -782280.312500 Penalty: 4600.587891
	Iteration 105Q: 3 clusters Score -782280.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -782283.500000 Penalty: 4600.587891
	Iteration 106Q: 3 clusters Score -782283.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -782283.625000 Penalty: 4600.587891
	Iteration 107Q: 3 clusters Score -782283.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -782288.062500 Penalty: 4600.587891
	Iteration 108Q: 3 clusters Score -782288.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -782287.312500 Penalty: 4600.587891
	Iteration 109Q: 3 clusters Score -782287.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -782291.687500 Penalty: 4600.587891
	Iteration 110Q: 3 clusters Score -782291.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -782290.562500 Penalty: 4600.587891
	Iteration 111Q: 3 clusters Score -782290.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -782289.875000 Penalty: 4600.587891
	Iteration 112Q: 3 clusters Score -782289.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -782290.187500 Penalty: 4600.587891
	Iteration 113Q: 3 clusters Score -782290.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -782290.187500 Penalty: 4600.587891
	Iteration 114F: 3 clusters Score -782290.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Entering Unmasked Estep 
Score: -1467059.250000 Penalty: 2357.946533
	Iteration 0F: 2 clusters Score -1467059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1457184.625000 Penalty: 4715.893066
	Iteration 0F: 3 clusters Score -1457185 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1460268.375000 Penalty: 4715.893066
	Iteration 1F: 3 clusters Score -1460268 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1460638.625000 Penalty: 4715.893066
	Iteration 2F: 3 clusters Score -1460639 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1460951.125000 Penalty: 4715.893066
	Iteration 3Q: 3 clusters Score -1460951 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1461231.875000 Penalty: 4715.893066
	Iteration 4Q: 3 clusters Score -1461232 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1461530.500000 Penalty: 4715.893066
	Iteration 5Q: 3 clusters Score -1461530 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1461847.125000 Penalty: 4715.893066
	Iteration 6Q: 3 clusters Score -1461847 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1462163.875000 Penalty: 4715.893066
	Iteration 7Q: 3 clusters Score -1462164 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1462518.500000 Penalty: 4715.893066
	Iteration 8Q: 3 clusters Score -1462518 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1462901.250000 Penalty: 4715.893066
	Iteration 9Q: 3 clusters Score -1462901 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1463301.000000 Penalty: 4715.893066
	Iteration 10Q: 3 clusters Score -1463301 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1463652.375000 Penalty: 4715.893066
	Iteration 11Q: 3 clusters Score -1463652 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1463892.750000 Penalty: 4715.893066
	Iteration 12Q: 3 clusters Score -1463893 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1464071.875000 Penalty: 4715.893066
	Iteration 13Q: 3 clusters Score -1464072 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1464190.625000 Penalty: 4715.893066
	Iteration 14Q: 3 clusters Score -1464191 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1464290.125000 Penalty: 4715.893066
	Iteration 15Q: 3 clusters Score -1464290 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1464362.750000 Penalty: 4715.893066
	Iteration 16Q: 3 clusters Score -1464363 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1464422.125000 Penalty: 4715.893066
	Iteration 17Q: 3 clusters Score -1464422 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1464471.625000 Penalty: 4715.893066
	Iteration 18Q: 3 clusters Score -1464472 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1464534.875000 Penalty: 4715.893066
	Iteration 19Q: 3 clusters Score -1464535 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1464597.375000 Penalty: 4715.893066
	Iteration 20F: 3 clusters Score -1464597 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1464672.875000 Penalty: 4715.893066
	Iteration 21Q: 3 clusters Score -1464673 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1464747.625000 Penalty: 4715.893066
	Iteration 22Q: 3 clusters Score -1464748 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1464828.750000 Penalty: 4715.893066
	Iteration 23Q: 3 clusters Score -1464829 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1464914.000000 Penalty: 4715.893066
	Iteration 24Q: 3 clusters Score -1464914 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1465020.250000 Penalty: 4715.893066
	Iteration 25Q: 3 clusters Score -1465020 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1465136.250000 Penalty: 4715.893066
	Iteration 26Q: 3 clusters Score -1465136 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1465213.875000 Penalty: 4715.893066
	Iteration 27Q: 3 clusters Score -1465214 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1465269.625000 Penalty: 4715.893066
	Iteration 28Q: 3 clusters Score -1465270 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1465302.125000 Penalty: 4715.893066
	Iteration 29Q: 3 clusters Score -1465302 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1465322.750000 Penalty: 4715.893066
	Iteration 30Q: 3 clusters Score -1465323 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1465340.625000 Penalty: 4715.893066
	Iteration 31Q: 3 clusters Score -1465341 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1465350.500000 Penalty: 4715.893066
	Iteration 32Q: 3 clusters Score -1465350 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1465355.375000 Penalty: 4715.893066
	Iteration 33Q: 3 clusters Score -1465355 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1465363.875000 Penalty: 4715.893066
	Iteration 34Q: 3 clusters Score -1465364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1465376.875000 Penalty: 4715.893066
	Iteration 35Q: 3 clusters Score -1465377 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1465384.875000 Penalty: 4715.893066
	Iteration 36Q: 3 clusters Score -1465385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1465390.625000 Penalty: 4715.893066
	Iteration 37Q: 3 clusters Score -1465391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1465390.625000 Penalty: 4715.893066
	Iteration 38Q: 3 clusters Score -1465391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1465389.750000 Penalty: 4715.893066
	Iteration 39Q: 3 clusters Score -1465390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1465392.750000 Penalty: 4715.893066
	Iteration 40F: 3 clusters Score -1465393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1465392.250000 Penalty: 4715.893066
	Iteration 41Q: 3 clusters Score -1465392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1465393.250000 Penalty: 4715.893066
	Iteration 42Q: 3 clusters Score -1465393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1465394.875000 Penalty: 4715.893066
	Iteration 43Q: 3 clusters Score -1465395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1465396.625000 Penalty: 4715.893066
	Iteration 44Q: 3 clusters Score -1465397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1465402.000000 Penalty: 4715.893066
	Iteration 45Q: 3 clusters Score -1465402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1465404.125000 Penalty: 4715.893066
	Iteration 46Q: 3 clusters Score -1465404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1465404.125000 Penalty: 4715.893066
	Iteration 47F: 3 clusters Score -1465404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -95693.593750 Penalty: 1700.924072
	Iteration 0F: 2 clusters Score -95693.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -93834.515625 Penalty: 3401.848145
	Iteration 0F: 3 clusters Score -93834.52 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -94148.265625 Penalty: 3401.848145
	Iteration 1F: 3 clusters Score -94148.27 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -94225.421875 Penalty: 3401.848145
	Iteration 2F: 3 clusters Score -94225.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -94253.484375 Penalty: 3401.848145
	Iteration 3Q: 3 clusters Score -94253.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -94275.156250 Penalty: 3401.848145
	Iteration 4Q: 3 clusters Score -94275.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -94289.617188 Penalty: 3401.848145
	Iteration 5Q: 3 clusters Score -94289.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -94302.929688 Penalty: 3401.848145
	Iteration 6Q: 3 clusters Score -94302.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -94310.679688 Penalty: 3401.848145
	Iteration 7Q: 3 clusters Score -94310.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -94323.695312 Penalty: 3401.848145
	Iteration 8Q: 3 clusters Score -94323.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -94327.437500 Penalty: 3401.848145
	Iteration 9Q: 3 clusters Score -94327.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -94335.484375 Penalty: 3401.848145
	Iteration 10Q: 3 clusters Score -94335.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -94336.710938 Penalty: 3401.848145
	Iteration 11Q: 3 clusters Score -94336.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -94336.710938 Penalty: 3401.848145
	Iteration 12F: 3 clusters Score -94336.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (90190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90190 members 
Entering Unmasked Estep 
Score: -9838350.000000 Penalty: 2829.599121
	Iteration 0F: 2 clusters Score -9838350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -9777895.000000 Penalty: 5659.198242
	Iteration 0F: 3 clusters Score -9777895 nChanged 42615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
Score: -9802214.000000 Penalty: 5659.198242
	Iteration 1F: 3 clusters Score -9802214 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -9803095.000000 Penalty: 5659.198242
	Iteration 2Q: 3 clusters Score -9803095 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -9803992.000000 Penalty: 5659.198242
	Iteration 3Q: 3 clusters Score -9803992 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -9805046.000000 Penalty: 5659.198242
	Iteration 4Q: 3 clusters Score -9805046 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -9806135.000000 Penalty: 5659.198242
	Iteration 5Q: 3 clusters Score -9806135 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -9807402.000000 Penalty: 5659.198242
	Iteration 6Q: 3 clusters Score -9807402 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -9808841.000000 Penalty: 5659.198242
	Iteration 7Q: 3 clusters Score -9808841 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47201 members 
Mstep: Class 2 contains 42989 members 
Entering Unmasked Estep 
Score: -9810482.000000 Penalty: 5659.198242
	Iteration 8Q: 3 clusters Score -9810482 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -9812458.000000 Penalty: 5659.198242
	Iteration 9Q: 3 clusters Score -9812458 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49759 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -9814733.000000 Penalty: 5659.198242
	Iteration 10Q: 3 clusters Score -9814733 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51282 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -9817067.000000 Penalty: 5659.198242
	Iteration 11Q: 3 clusters Score -9817067 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52894 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -9819192.000000 Penalty: 5659.198242
	Iteration 12Q: 3 clusters Score -9819192 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54424 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -9820729.000000 Penalty: 5659.198242
	Iteration 13Q: 3 clusters Score -9820729 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55790 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -9821726.000000 Penalty: 5659.198242
	Iteration 14Q: 3 clusters Score -9821726 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57089 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -9822420.000000 Penalty: 5659.198242
	Iteration 15Q: 3 clusters Score -9822420 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58370 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -9822842.000000 Penalty: 5659.198242
	Iteration 16Q: 3 clusters Score -9822842 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59615 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -9823094.000000 Penalty: 5659.198242
	Iteration 17Q: 3 clusters Score -9823094 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60890 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -9823405.000000 Penalty: 5659.198242
	Iteration 18Q: 3 clusters Score -9823405 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62223 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -9823777.000000 Penalty: 5659.198242
	Iteration 19Q: 3 clusters Score -9823777 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63624 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -9824153.000000 Penalty: 5659.198242
	Iteration 20F: 3 clusters Score -9824153 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65090 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -9824606.000000 Penalty: 5659.198242
	Iteration 21Q: 3 clusters Score -9824606 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66623 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -9825092.000000 Penalty: 5659.198242
	Iteration 22Q: 3 clusters Score -9825092 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68214 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -9825532.000000 Penalty: 5659.198242
	Iteration 23Q: 3 clusters Score -9825532 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69861 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -9826148.000000 Penalty: 5659.198242
	Iteration 24Q: 3 clusters Score -9826148 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71611 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -9826856.000000 Penalty: 5659.198242
	Iteration 25Q: 3 clusters Score -9826856 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73441 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -9827645.000000 Penalty: 5659.198242
	Iteration 26Q: 3 clusters Score -9827645 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75296 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -9828503.000000 Penalty: 5659.198242
	Iteration 27Q: 3 clusters Score -9828503 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77131 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -9829367.000000 Penalty: 5659.198242
	Iteration 28Q: 3 clusters Score -9829367 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78950 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -9830296.000000 Penalty: 5659.198242
	Iteration 29Q: 3 clusters Score -9830296 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80762 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -9831339.000000 Penalty: 5659.198242
	Iteration 30Q: 3 clusters Score -9831339 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82413 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -9832332.000000 Penalty: 5659.198242
	Iteration 31Q: 3 clusters Score -9832332 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83833 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -9833131.000000 Penalty: 5659.198242
	Iteration 32Q: 3 clusters Score -9833131 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85062 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -9833873.000000 Penalty: 5659.198242
	Iteration 33Q: 3 clusters Score -9833873 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86048 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -9834388.000000 Penalty: 5659.198242
	Iteration 34Q: 3 clusters Score -9834388 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86841 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -9834889.000000 Penalty: 5659.198242
	Iteration 35Q: 3 clusters Score -9834889 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87417 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -9835160.000000 Penalty: 5659.198242
	Iteration 36Q: 3 clusters Score -9835160 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87861 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -9835385.000000 Penalty: 5659.198242
	Iteration 37Q: 3 clusters Score -9835385 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88204 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -9835550.000000 Penalty: 5659.198242
	Iteration 38Q: 3 clusters Score -9835550 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88444 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -9835682.000000 Penalty: 5659.198242
	Iteration 39Q: 3 clusters Score -9835682 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88607 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -9835760.000000 Penalty: 5659.198242
	Iteration 40F: 3 clusters Score -9835760 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88751 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -9835809.000000 Penalty: 5659.198242
	Iteration 41Q: 3 clusters Score -9835809 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88850 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -9835876.000000 Penalty: 5659.198242
	Iteration 42Q: 3 clusters Score -9835876 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88933 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -9835911.000000 Penalty: 5659.198242
	Iteration 43Q: 3 clusters Score -9835911 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88990 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -9835952.000000 Penalty: 5659.198242
	Iteration 44Q: 3 clusters Score -9835952 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89031 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -9835964.000000 Penalty: 5659.198242
	Iteration 45Q: 3 clusters Score -9835964 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89073 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -9835996.000000 Penalty: 5659.198242
	Iteration 46Q: 3 clusters Score -9835996 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89109 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -9836038.000000 Penalty: 5659.198242
	Iteration 47Q: 3 clusters Score -9836038 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89140 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -9836053.000000 Penalty: 5659.198242
	Iteration 48Q: 3 clusters Score -9836053 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89167 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -9836079.000000 Penalty: 5659.198242
	Iteration 49Q: 3 clusters Score -9836079 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89193 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -9836083.000000 Penalty: 5659.198242
	Iteration 50Q: 3 clusters Score -9836083 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89205 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -9836083.000000 Penalty: 5659.198242
	Iteration 51Q: 3 clusters Score -9836083 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89225 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -9836084.000000 Penalty: 5659.198242
	Iteration 52Q: 3 clusters Score -9836084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89239 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -9836105.000000 Penalty: 5659.198242
	Iteration 53Q: 3 clusters Score -9836105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89256 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -9836107.000000 Penalty: 5659.198242
	Iteration 54Q: 3 clusters Score -9836107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89266 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -9836098.000000 Penalty: 5659.198242
	Iteration 55Q: 3 clusters Score -9836098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89274 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -9836095.000000 Penalty: 5659.198242
	Iteration 56Q: 3 clusters Score -9836095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89283 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -9836105.000000 Penalty: 5659.198242
	Iteration 57Q: 3 clusters Score -9836105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89297 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -9836116.000000 Penalty: 5659.198242
	Iteration 58Q: 3 clusters Score -9836116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89306 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -9836127.000000 Penalty: 5659.198242
	Iteration 59Q: 3 clusters Score -9836127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89314 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -9836138.000000 Penalty: 5659.198242
	Iteration 60F: 3 clusters Score -9836138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89316 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -9836141.000000 Penalty: 5659.198242
	Iteration 61Q: 3 clusters Score -9836141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89320 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -9836138.000000 Penalty: 5659.198242
	Iteration 62Q: 3 clusters Score -9836138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89329 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -9836147.000000 Penalty: 5659.198242
	Iteration 63Q: 3 clusters Score -9836147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89340 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -9836159.000000 Penalty: 5659.198242
	Iteration 64Q: 3 clusters Score -9836159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89352 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -9836171.000000 Penalty: 5659.198242
	Iteration 65Q: 3 clusters Score -9836171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89364 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -9836179.000000 Penalty: 5659.198242
	Iteration 66Q: 3 clusters Score -9836179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89374 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -9836189.000000 Penalty: 5659.198242
	Iteration 67Q: 3 clusters Score -9836189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89386 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -9836190.000000 Penalty: 5659.198242
	Iteration 68Q: 3 clusters Score -9836190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89390 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -9836202.000000 Penalty: 5659.198242
	Iteration 69Q: 3 clusters Score -9836202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89392 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -9836198.000000 Penalty: 5659.198242
	Iteration 70Q: 3 clusters Score -9836198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89393 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -9836200.000000 Penalty: 5659.198242
	Iteration 71Q: 3 clusters Score -9836200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89392 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -9836198.000000 Penalty: 5659.198242
	Iteration 72Q: 3 clusters Score -9836198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89394 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -9836199.000000 Penalty: 5659.198242
	Iteration 73Q: 3 clusters Score -9836199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89395 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -9836198.000000 Penalty: 5659.198242
	Iteration 74Q: 3 clusters Score -9836198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89397 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -9836197.000000 Penalty: 5659.198242
	Iteration 75Q: 3 clusters Score -9836197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89396 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -9836189.000000 Penalty: 5659.198242
	Iteration 76Q: 3 clusters Score -9836189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89398 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -9836202.000000 Penalty: 5659.198242
	Iteration 77Q: 3 clusters Score -9836202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89401 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -9836191.000000 Penalty: 5659.198242
	Iteration 78Q: 3 clusters Score -9836191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89404 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -9836195.000000 Penalty: 5659.198242
	Iteration 79Q: 3 clusters Score -9836195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89407 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -9836191.000000 Penalty: 5659.198242
	Iteration 80F: 3 clusters Score -9836191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89410 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9836189.000000 Penalty: 5659.198242
	Iteration 81Q: 3 clusters Score -9836189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89411 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9836200.000000 Penalty: 5659.198242
	Iteration 82Q: 3 clusters Score -9836200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89412 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -9836205.000000 Penalty: 5659.198242
	Iteration 83Q: 3 clusters Score -9836205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89412 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -9836205.000000 Penalty: 5659.198242
	Iteration 84F: 3 clusters Score -9836205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (29410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Entering Unmasked Estep 
Score: -3193013.250000 Penalty: 2551.694336
	Iteration 0F: 2 clusters Score -3193013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -3172932.250000 Penalty: 5103.388672
	Iteration 0F: 3 clusters Score -3172932 nChanged 13073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -3180152.500000 Penalty: 5103.388672
	Iteration 1F: 3 clusters Score -3180152 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -3180713.500000 Penalty: 5103.388672
	Iteration 2F: 3 clusters Score -3180714 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -3181223.000000 Penalty: 5103.388672
	Iteration 3Q: 3 clusters Score -3181223 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3181636.250000 Penalty: 5103.388672
	Iteration 4Q: 3 clusters Score -3181636 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -3182018.500000 Penalty: 5103.388672
	Iteration 5Q: 3 clusters Score -3182018 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -3182328.250000 Penalty: 5103.388672
	Iteration 6Q: 3 clusters Score -3182328 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -3182624.500000 Penalty: 5103.388672
	Iteration 7Q: 3 clusters Score -3182624 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -3182949.750000 Penalty: 5103.388672
	Iteration 8Q: 3 clusters Score -3182950 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -3183302.000000 Penalty: 5103.388672
	Iteration 9Q: 3 clusters Score -3183302 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -3183700.750000 Penalty: 5103.388672
	Iteration 10Q: 3 clusters Score -3183701 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -3184149.250000 Penalty: 5103.388672
	Iteration 11Q: 3 clusters Score -3184149 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -3184667.500000 Penalty: 5103.388672
	Iteration 12Q: 3 clusters Score -3184668 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -3185235.250000 Penalty: 5103.388672
	Iteration 13Q: 3 clusters Score -3185235 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -3185786.500000 Penalty: 5103.388672
	Iteration 14Q: 3 clusters Score -3185786 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -3186209.500000 Penalty: 5103.388672
	Iteration 15Q: 3 clusters Score -3186210 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -3186472.250000 Penalty: 5103.388672
	Iteration 16Q: 3 clusters Score -3186472 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -3186614.500000 Penalty: 5103.388672
	Iteration 17Q: 3 clusters Score -3186614 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -3186681.500000 Penalty: 5103.388672
	Iteration 18Q: 3 clusters Score -3186682 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -3186731.000000 Penalty: 5103.388672
	Iteration 19Q: 3 clusters Score -3186731 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -3186790.500000 Penalty: 5103.388672
	Iteration 20F: 3 clusters Score -3186790 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -3186853.250000 Penalty: 5103.388672
	Iteration 21Q: 3 clusters Score -3186853 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -3186893.750000 Penalty: 5103.388672
	Iteration 22Q: 3 clusters Score -3186894 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -3186923.000000 Penalty: 5103.388672
	Iteration 23Q: 3 clusters Score -3186923 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -3186958.750000 Penalty: 5103.388672
	Iteration 24Q: 3 clusters Score -3186959 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -3186968.750000 Penalty: 5103.388672
	Iteration 25Q: 3 clusters Score -3186969 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -3187004.000000 Penalty: 5103.388672
	Iteration 26Q: 3 clusters Score -3187004 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -3187030.750000 Penalty: 5103.388672
	Iteration 27Q: 3 clusters Score -3187031 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -3187069.500000 Penalty: 5103.388672
	Iteration 28Q: 3 clusters Score -3187070 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -3187086.000000 Penalty: 5103.388672
	Iteration 29Q: 3 clusters Score -3187086 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -3187098.000000 Penalty: 5103.388672
	Iteration 30Q: 3 clusters Score -3187098 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -3187118.000000 Penalty: 5103.388672
	Iteration 31Q: 3 clusters Score -3187118 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -3187135.500000 Penalty: 5103.388672
	Iteration 32Q: 3 clusters Score -3187136 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -3187168.000000 Penalty: 5103.388672
	Iteration 33Q: 3 clusters Score -3187168 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -3187191.250000 Penalty: 5103.388672
	Iteration 34Q: 3 clusters Score -3187191 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -3187203.250000 Penalty: 5103.388672
	Iteration 35Q: 3 clusters Score -3187203 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -3187228.750000 Penalty: 5103.388672
	Iteration 36Q: 3 clusters Score -3187229 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -3187246.500000 Penalty: 5103.388672
	Iteration 37Q: 3 clusters Score -3187246 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -3187274.250000 Penalty: 5103.388672
	Iteration 38Q: 3 clusters Score -3187274 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -3187296.750000 Penalty: 5103.388672
	Iteration 39Q: 3 clusters Score -3187297 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -3187318.750000 Penalty: 5103.388672
	Iteration 40F: 3 clusters Score -3187319 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -3187351.500000 Penalty: 5103.388672
	Iteration 41Q: 3 clusters Score -3187352 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -3187369.250000 Penalty: 5103.388672
	Iteration 42Q: 3 clusters Score -3187369 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -3187390.000000 Penalty: 5103.388672
	Iteration 43Q: 3 clusters Score -3187390 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -3187412.000000 Penalty: 5103.388672
	Iteration 44Q: 3 clusters Score -3187412 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -3187423.750000 Penalty: 5103.388672
	Iteration 45Q: 3 clusters Score -3187424 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -3187432.500000 Penalty: 5103.388672
	Iteration 46Q: 3 clusters Score -3187432 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -3187443.250000 Penalty: 5103.388672
	Iteration 47Q: 3 clusters Score -3187443 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -3187483.750000 Penalty: 5103.388672
	Iteration 48Q: 3 clusters Score -3187484 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -3187498.000000 Penalty: 5103.388672
	Iteration 49Q: 3 clusters Score -3187498 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -3187521.500000 Penalty: 5103.388672
	Iteration 50Q: 3 clusters Score -3187522 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -3187550.750000 Penalty: 5103.388672
	Iteration 51Q: 3 clusters Score -3187551 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -3187563.500000 Penalty: 5103.388672
	Iteration 52Q: 3 clusters Score -3187564 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -3187584.000000 Penalty: 5103.388672
	Iteration 53Q: 3 clusters Score -3187584 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -3187598.250000 Penalty: 5103.388672
	Iteration 54Q: 3 clusters Score -3187598 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -3187621.000000 Penalty: 5103.388672
	Iteration 55Q: 3 clusters Score -3187621 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -3187644.750000 Penalty: 5103.388672
	Iteration 56Q: 3 clusters Score -3187645 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -3187675.250000 Penalty: 5103.388672
	Iteration 57Q: 3 clusters Score -3187675 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -3187692.500000 Penalty: 5103.388672
	Iteration 58Q: 3 clusters Score -3187692 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -3187728.500000 Penalty: 5103.388672
	Iteration 59Q: 3 clusters Score -3187728 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -3187738.750000 Penalty: 5103.388672
	Iteration 60F: 3 clusters Score -3187739 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -3187775.750000 Penalty: 5103.388672
	Iteration 61Q: 3 clusters Score -3187776 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -3187802.750000 Penalty: 5103.388672
	Iteration 62Q: 3 clusters Score -3187803 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -3187831.500000 Penalty: 5103.388672
	Iteration 63Q: 3 clusters Score -3187832 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -3187862.500000 Penalty: 5103.388672
	Iteration 64Q: 3 clusters Score -3187862 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -3187907.750000 Penalty: 5103.388672
	Iteration 65Q: 3 clusters Score -3187908 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -3187931.000000 Penalty: 5103.388672
	Iteration 66Q: 3 clusters Score -3187931 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -3187971.250000 Penalty: 5103.388672
	Iteration 67Q: 3 clusters Score -3187971 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -3188006.750000 Penalty: 5103.388672
	Iteration 68Q: 3 clusters Score -3188007 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -3188040.500000 Penalty: 5103.388672
	Iteration 69Q: 3 clusters Score -3188040 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -3188083.250000 Penalty: 5103.388672
	Iteration 70Q: 3 clusters Score -3188083 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -3188119.250000 Penalty: 5103.388672
	Iteration 71Q: 3 clusters Score -3188119 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -3188175.500000 Penalty: 5103.388672
	Iteration 72Q: 3 clusters Score -3188176 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -3188240.500000 Penalty: 5103.388672
	Iteration 73Q: 3 clusters Score -3188240 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -3188311.750000 Penalty: 5103.388672
	Iteration 74Q: 3 clusters Score -3188312 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -3188372.750000 Penalty: 5103.388672
	Iteration 75Q: 3 clusters Score -3188373 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -3188430.500000 Penalty: 5103.388672
	Iteration 76Q: 3 clusters Score -3188430 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -3188503.250000 Penalty: 5103.388672
	Iteration 77Q: 3 clusters Score -3188503 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -3188575.750000 Penalty: 5103.388672
	Iteration 78Q: 3 clusters Score -3188576 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -3188674.000000 Penalty: 5103.388672
	Iteration 79Q: 3 clusters Score -3188674 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -3188789.000000 Penalty: 5103.388672
	Iteration 80F: 3 clusters Score -3188789 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -3188901.000000 Penalty: 5103.388672
	Iteration 81Q: 3 clusters Score -3188901 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -3189019.000000 Penalty: 5103.388672
	Iteration 82Q: 3 clusters Score -3189019 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -3189131.750000 Penalty: 5103.388672
	Iteration 83Q: 3 clusters Score -3189132 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -3189270.250000 Penalty: 5103.388672
	Iteration 84Q: 3 clusters Score -3189270 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -3189423.500000 Penalty: 5103.388672
	Iteration 85Q: 3 clusters Score -3189424 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -3189568.750000 Penalty: 5103.388672
	Iteration 86Q: 3 clusters Score -3189569 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -3189744.250000 Penalty: 5103.388672
	Iteration 87Q: 3 clusters Score -3189744 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -3189929.500000 Penalty: 5103.388672
	Iteration 88Q: 3 clusters Score -3189930 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -3190109.000000 Penalty: 5103.388672
	Iteration 89Q: 3 clusters Score -3190109 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -3190298.000000 Penalty: 5103.388672
	Iteration 90Q: 3 clusters Score -3190298 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -3190464.750000 Penalty: 5103.388672
	Iteration 91Q: 3 clusters Score -3190465 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -3190630.500000 Penalty: 5103.388672
	Iteration 92Q: 3 clusters Score -3190630 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -3190777.250000 Penalty: 5103.388672
	Iteration 93Q: 3 clusters Score -3190777 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -3190887.250000 Penalty: 5103.388672
	Iteration 94Q: 3 clusters Score -3190887 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -3191012.750000 Penalty: 5103.388672
	Iteration 95Q: 3 clusters Score -3191013 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -3191141.000000 Penalty: 5103.388672
	Iteration 96Q: 3 clusters Score -3191141 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -3191235.000000 Penalty: 5103.388672
	Iteration 97Q: 3 clusters Score -3191235 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -3191312.000000 Penalty: 5103.388672
	Iteration 98Q: 3 clusters Score -3191312 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -3191420.750000 Penalty: 5103.388672
	Iteration 99Q: 3 clusters Score -3191421 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -3191521.500000 Penalty: 5103.388672
	Iteration 100F: 3 clusters Score -3191522 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -3191612.750000 Penalty: 5103.388672
	Iteration 101Q: 3 clusters Score -3191613 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -3191701.750000 Penalty: 5103.388672
	Iteration 102Q: 3 clusters Score -3191702 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -3191769.500000 Penalty: 5103.388672
	Iteration 103Q: 3 clusters Score -3191770 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -3191841.750000 Penalty: 5103.388672
	Iteration 104Q: 3 clusters Score -3191842 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -3191880.250000 Penalty: 5103.388672
	Iteration 105Q: 3 clusters Score -3191880 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -3191902.750000 Penalty: 5103.388672
	Iteration 106Q: 3 clusters Score -3191903 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -3191912.500000 Penalty: 5103.388672
	Iteration 107Q: 3 clusters Score -3191912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -3191918.000000 Penalty: 5103.388672
	Iteration 108Q: 3 clusters Score -3191918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -3191919.250000 Penalty: 5103.388672
	Iteration 109Q: 3 clusters Score -3191919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -3191923.500000 Penalty: 5103.388672
	Iteration 110Q: 3 clusters Score -3191924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -3191926.750000 Penalty: 5103.388672
	Iteration 111Q: 3 clusters Score -3191927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -3191930.500000 Penalty: 5103.388672
	Iteration 112Q: 3 clusters Score -3191930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -3191930.750000 Penalty: 5103.388672
	Iteration 113Q: 3 clusters Score -3191931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -3191934.750000 Penalty: 5103.388672
	Iteration 114Q: 3 clusters Score -3191935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -3191933.000000 Penalty: 5103.388672
	Iteration 115Q: 3 clusters Score -3191933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -3191934.250000 Penalty: 5103.388672
	Iteration 116Q: 3 clusters Score -3191934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -3191934.250000 Penalty: 5103.388672
	Iteration 117F: 3 clusters Score -3191934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Entering Unmasked Estep 
Score: -922121.125000 Penalty: 2267.496582
	Iteration 0F: 2 clusters Score -922121.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -914852.625000 Penalty: 4534.993164
	Iteration 0F: 3 clusters Score -914852.6 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -917069.125000 Penalty: 4534.993164
	Iteration 1F: 3 clusters Score -917069.1 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -917397.000000 Penalty: 4534.993164
	Iteration 2F: 3 clusters Score -917397 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -917612.125000 Penalty: 4534.993164
	Iteration 3F: 3 clusters Score -917612.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -917790.625000 Penalty: 4534.993164
	Iteration 4Q: 3 clusters Score -917790.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -917961.875000 Penalty: 4534.993164
	Iteration 5Q: 3 clusters Score -917961.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -918114.000000 Penalty: 4534.993164
	Iteration 6Q: 3 clusters Score -918114 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -918246.250000 Penalty: 4534.993164
	Iteration 7Q: 3 clusters Score -918246.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -918388.062500 Penalty: 4534.993164
	Iteration 8Q: 3 clusters Score -918388.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -918510.062500 Penalty: 4534.993164
	Iteration 9Q: 3 clusters Score -918510.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -918620.375000 Penalty: 4534.993164
	Iteration 10Q: 3 clusters Score -918620.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -918730.937500 Penalty: 4534.993164
	Iteration 11Q: 3 clusters Score -918730.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -918856.187500 Penalty: 4534.993164
	Iteration 12Q: 3 clusters Score -918856.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -918979.500000 Penalty: 4534.993164
	Iteration 13Q: 3 clusters Score -918979.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -919099.750000 Penalty: 4534.993164
	Iteration 14Q: 3 clusters Score -919099.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -919241.937500 Penalty: 4534.993164
	Iteration 15Q: 3 clusters Score -919241.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -919387.812500 Penalty: 4534.993164
	Iteration 16Q: 3 clusters Score -919387.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -919528.625000 Penalty: 4534.993164
	Iteration 17Q: 3 clusters Score -919528.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -919669.937500 Penalty: 4534.993164
	Iteration 18Q: 3 clusters Score -919669.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -919805.750000 Penalty: 4534.993164
	Iteration 19Q: 3 clusters Score -919805.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -919921.687500 Penalty: 4534.993164
	Iteration 20F: 3 clusters Score -919921.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -920018.687500 Penalty: 4534.993164
	Iteration 21Q: 3 clusters Score -920018.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -920093.937500 Penalty: 4534.993164
	Iteration 22Q: 3 clusters Score -920093.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -920152.375000 Penalty: 4534.993164
	Iteration 23Q: 3 clusters Score -920152.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -920207.750000 Penalty: 4534.993164
	Iteration 24Q: 3 clusters Score -920207.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -920239.937500 Penalty: 4534.993164
	Iteration 25Q: 3 clusters Score -920239.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -920266.687500 Penalty: 4534.993164
	Iteration 26Q: 3 clusters Score -920266.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -920289.437500 Penalty: 4534.993164
	Iteration 27Q: 3 clusters Score -920289.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -920310.187500 Penalty: 4534.993164
	Iteration 28Q: 3 clusters Score -920310.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -920325.500000 Penalty: 4534.993164
	Iteration 29Q: 3 clusters Score -920325.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -920332.625000 Penalty: 4534.993164
	Iteration 30Q: 3 clusters Score -920332.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -920340.625000 Penalty: 4534.993164
	Iteration 31Q: 3 clusters Score -920340.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -920345.437500 Penalty: 4534.993164
	Iteration 32Q: 3 clusters Score -920345.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -920348.187500 Penalty: 4534.993164
	Iteration 33Q: 3 clusters Score -920348.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -920349.375000 Penalty: 4534.993164
	Iteration 34Q: 3 clusters Score -920349.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -920354.875000 Penalty: 4534.993164
	Iteration 35Q: 3 clusters Score -920354.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -920359.750000 Penalty: 4534.993164
	Iteration 36Q: 3 clusters Score -920359.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -920361.562500 Penalty: 4534.993164
	Iteration 37Q: 3 clusters Score -920361.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -920365.187500 Penalty: 4534.993164
	Iteration 38Q: 3 clusters Score -920365.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -920367.375000 Penalty: 4534.993164
	Iteration 39Q: 3 clusters Score -920367.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -920370.312500 Penalty: 4534.993164
	Iteration 40F: 3 clusters Score -920370.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -920373.750000 Penalty: 4534.993164
	Iteration 41Q: 3 clusters Score -920373.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -920374.187500 Penalty: 4534.993164
	Iteration 42Q: 3 clusters Score -920374.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -920374.750000 Penalty: 4534.993164
	Iteration 43Q: 3 clusters Score -920374.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -920372.687500 Penalty: 4534.993164
	Iteration 44Q: 3 clusters Score -920372.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -920374.000000 Penalty: 4534.993164
	Iteration 45Q: 3 clusters Score -920374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -920374.000000 Penalty: 4534.993164
	Iteration 46F: 3 clusters Score -920374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Entering Unmasked Estep 
Score: -560576.812500 Penalty: 2162.755127
	Iteration 0F: 2 clusters Score -560576.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -555323.125000 Penalty: 4325.510254
	Iteration 0F: 3 clusters Score -555323.1 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -556753.250000 Penalty: 4325.510254
	Iteration 1F: 3 clusters Score -556753.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -557083.000000 Penalty: 4325.510254
	Iteration 2F: 3 clusters Score -557083 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -557346.687500 Penalty: 4325.510254
	Iteration 3F: 3 clusters Score -557346.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -557568.187500 Penalty: 4325.510254
	Iteration 4F: 3 clusters Score -557568.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -557774.250000 Penalty: 4325.510254
	Iteration 5F: 3 clusters Score -557774.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -557938.375000 Penalty: 4325.510254
	Iteration 6Q: 3 clusters Score -557938.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -558085.750000 Penalty: 4325.510254
	Iteration 7Q: 3 clusters Score -558085.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -558214.875000 Penalty: 4325.510254
	Iteration 8Q: 3 clusters Score -558214.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -558328.750000 Penalty: 4325.510254
	Iteration 9Q: 3 clusters Score -558328.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -558411.000000 Penalty: 4325.510254
	Iteration 10Q: 3 clusters Score -558411 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -558488.625000 Penalty: 4325.510254
	Iteration 11Q: 3 clusters Score -558488.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -558561.312500 Penalty: 4325.510254
	Iteration 12Q: 3 clusters Score -558561.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -558653.875000 Penalty: 4325.510254
	Iteration 13Q: 3 clusters Score -558653.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -558779.062500 Penalty: 4325.510254
	Iteration 14Q: 3 clusters Score -558779.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -558895.250000 Penalty: 4325.510254
	Iteration 15Q: 3 clusters Score -558895.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -558992.062500 Penalty: 4325.510254
	Iteration 16Q: 3 clusters Score -558992.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -559064.375000 Penalty: 4325.510254
	Iteration 17Q: 3 clusters Score -559064.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -559128.187500 Penalty: 4325.510254
	Iteration 18Q: 3 clusters Score -559128.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -559177.750000 Penalty: 4325.510254
	Iteration 19Q: 3 clusters Score -559177.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -559202.062500 Penalty: 4325.510254
	Iteration 20F: 3 clusters Score -559202.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -559226.937500 Penalty: 4325.510254
	Iteration 21Q: 3 clusters Score -559226.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -559245.437500 Penalty: 4325.510254
	Iteration 22Q: 3 clusters Score -559245.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -559259.187500 Penalty: 4325.510254
	Iteration 23Q: 3 clusters Score -559259.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -559265.250000 Penalty: 4325.510254
	Iteration 24Q: 3 clusters Score -559265.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -559270.375000 Penalty: 4325.510254
	Iteration 25Q: 3 clusters Score -559270.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -559280.500000 Penalty: 4325.510254
	Iteration 26Q: 3 clusters Score -559280.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -559285.437500 Penalty: 4325.510254
	Iteration 27Q: 3 clusters Score -559285.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -559288.875000 Penalty: 4325.510254
	Iteration 28Q: 3 clusters Score -559288.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -559293.625000 Penalty: 4325.510254
	Iteration 29Q: 3 clusters Score -559293.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -559298.250000 Penalty: 4325.510254
	Iteration 30Q: 3 clusters Score -559298.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -559302.062500 Penalty: 4325.510254
	Iteration 31Q: 3 clusters Score -559302.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -559308.187500 Penalty: 4325.510254
	Iteration 32Q: 3 clusters Score -559308.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -559311.687500 Penalty: 4325.510254
	Iteration 33Q: 3 clusters Score -559311.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -559315.500000 Penalty: 4325.510254
	Iteration 34Q: 3 clusters Score -559315.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -559315.875000 Penalty: 4325.510254
	Iteration 35Q: 3 clusters Score -559315.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -559318.687500 Penalty: 4325.510254
	Iteration 36Q: 3 clusters Score -559318.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -559321.937500 Penalty: 4325.510254
	Iteration 37Q: 3 clusters Score -559321.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -559323.375000 Penalty: 4325.510254
	Iteration 38Q: 3 clusters Score -559323.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -559324.562500 Penalty: 4325.510254
	Iteration 39Q: 3 clusters Score -559324.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -559326.062500 Penalty: 4325.510254
	Iteration 40F: 3 clusters Score -559326.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -559325.812500 Penalty: 4325.510254
	Iteration 41Q: 3 clusters Score -559325.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -559326.375000 Penalty: 4325.510254
	Iteration 42Q: 3 clusters Score -559326.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -559325.687500 Penalty: 4325.510254
	Iteration 43Q: 3 clusters Score -559325.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -559325.687500 Penalty: 4325.510254
	Iteration 44F: 3 clusters Score -559325.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Entering Unmasked Estep 
Score: -950343.250000 Penalty: 2253.249512
	Iteration 0F: 2 clusters Score -950343.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -943468.062500 Penalty: 4506.499023
	Iteration 0F: 3 clusters Score -943468.1 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -945523.687500 Penalty: 4506.499023
	Iteration 1F: 3 clusters Score -945523.7 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -945983.937500 Penalty: 4506.499023
	Iteration 2F: 3 clusters Score -945983.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -946348.875000 Penalty: 4506.499023
	Iteration 3F: 3 clusters Score -946348.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -946626.562500 Penalty: 4506.499023
	Iteration 4Q: 3 clusters Score -946626.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -946843.375000 Penalty: 4506.499023
	Iteration 5Q: 3 clusters Score -946843.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -947003.437500 Penalty: 4506.499023
	Iteration 6Q: 3 clusters Score -947003.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -947147.812500 Penalty: 4506.499023
	Iteration 7Q: 3 clusters Score -947147.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -947261.562500 Penalty: 4506.499023
	Iteration 8Q: 3 clusters Score -947261.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -947343.625000 Penalty: 4506.499023
	Iteration 9Q: 3 clusters Score -947343.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -947416.187500 Penalty: 4506.499023
	Iteration 10Q: 3 clusters Score -947416.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -947469.375000 Penalty: 4506.499023
	Iteration 11Q: 3 clusters Score -947469.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -947524.250000 Penalty: 4506.499023
	Iteration 12Q: 3 clusters Score -947524.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -947560.875000 Penalty: 4506.499023
	Iteration 13Q: 3 clusters Score -947560.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -947593.812500 Penalty: 4506.499023
	Iteration 14Q: 3 clusters Score -947593.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -947623.687500 Penalty: 4506.499023
	Iteration 15Q: 3 clusters Score -947623.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -947643.437500 Penalty: 4506.499023
	Iteration 16Q: 3 clusters Score -947643.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -947662.687500 Penalty: 4506.499023
	Iteration 17Q: 3 clusters Score -947662.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -947675.562500 Penalty: 4506.499023
	Iteration 18Q: 3 clusters Score -947675.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -947687.625000 Penalty: 4506.499023
	Iteration 19Q: 3 clusters Score -947687.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -947700.937500 Penalty: 4506.499023
	Iteration 20F: 3 clusters Score -947700.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -947707.187500 Penalty: 4506.499023
	Iteration 21Q: 3 clusters Score -947707.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -947717.625000 Penalty: 4506.499023
	Iteration 22Q: 3 clusters Score -947717.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -947726.500000 Penalty: 4506.499023
	Iteration 23Q: 3 clusters Score -947726.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -947734.437500 Penalty: 4506.499023
	Iteration 24Q: 3 clusters Score -947734.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -947740.812500 Penalty: 4506.499023
	Iteration 25Q: 3 clusters Score -947740.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -947748.312500 Penalty: 4506.499023
	Iteration 26Q: 3 clusters Score -947748.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -947753.937500 Penalty: 4506.499023
	Iteration 27Q: 3 clusters Score -947753.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -947758.312500 Penalty: 4506.499023
	Iteration 28Q: 3 clusters Score -947758.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -947759.250000 Penalty: 4506.499023
	Iteration 29Q: 3 clusters Score -947759.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -947764.312500 Penalty: 4506.499023
	Iteration 30Q: 3 clusters Score -947764.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -947767.812500 Penalty: 4506.499023
	Iteration 31Q: 3 clusters Score -947767.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -947768.750000 Penalty: 4506.499023
	Iteration 32Q: 3 clusters Score -947768.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -947771.437500 Penalty: 4506.499023
	Iteration 33Q: 3 clusters Score -947771.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -947771.687500 Penalty: 4506.499023
	Iteration 34Q: 3 clusters Score -947771.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -947773.375000 Penalty: 4506.499023
	Iteration 35Q: 3 clusters Score -947773.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -947774.000000 Penalty: 4506.499023
	Iteration 36Q: 3 clusters Score -947774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -947774.437500 Penalty: 4506.499023
	Iteration 37Q: 3 clusters Score -947774.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -947777.250000 Penalty: 4506.499023
	Iteration 38Q: 3 clusters Score -947777.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -947777.500000 Penalty: 4506.499023
	Iteration 39Q: 3 clusters Score -947777.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -947776.125000 Penalty: 4506.499023
	Iteration 40F: 3 clusters Score -947776.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -947778.187500 Penalty: 4506.499023
	Iteration 41Q: 3 clusters Score -947778.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -947779.562500 Penalty: 4506.499023
	Iteration 42Q: 3 clusters Score -947779.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -947781.000000 Penalty: 4506.499023
	Iteration 43Q: 3 clusters Score -947781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -947784.187500 Penalty: 4506.499023
	Iteration 44Q: 3 clusters Score -947784.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -947786.250000 Penalty: 4506.499023
	Iteration 45Q: 3 clusters Score -947786.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -947789.500000 Penalty: 4506.499023
	Iteration 46Q: 3 clusters Score -947789.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -947791.437500 Penalty: 4506.499023
	Iteration 47Q: 3 clusters Score -947791.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -947795.625000 Penalty: 4506.499023
	Iteration 48Q: 3 clusters Score -947795.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -947800.937500 Penalty: 4506.499023
	Iteration 49Q: 3 clusters Score -947800.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -947811.562500 Penalty: 4506.499023
	Iteration 50Q: 3 clusters Score -947811.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -947818.875000 Penalty: 4506.499023
	Iteration 51Q: 3 clusters Score -947818.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -947831.750000 Penalty: 4506.499023
	Iteration 52Q: 3 clusters Score -947831.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -947836.875000 Penalty: 4506.499023
	Iteration 53Q: 3 clusters Score -947836.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -947841.625000 Penalty: 4506.499023
	Iteration 54Q: 3 clusters Score -947841.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -947851.750000 Penalty: 4506.499023
	Iteration 55Q: 3 clusters Score -947851.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -947856.000000 Penalty: 4506.499023
	Iteration 56Q: 3 clusters Score -947856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -947863.062500 Penalty: 4506.499023
	Iteration 57Q: 3 clusters Score -947863.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -947868.500000 Penalty: 4506.499023
	Iteration 58Q: 3 clusters Score -947868.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -947872.312500 Penalty: 4506.499023
	Iteration 59Q: 3 clusters Score -947872.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -947879.812500 Penalty: 4506.499023
	Iteration 60F: 3 clusters Score -947879.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -947882.437500 Penalty: 4506.499023
	Iteration 61Q: 3 clusters Score -947882.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -947889.000000 Penalty: 4506.499023
	Iteration 62Q: 3 clusters Score -947889 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -947891.500000 Penalty: 4506.499023
	Iteration 63Q: 3 clusters Score -947891.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -947900.625000 Penalty: 4506.499023
	Iteration 64Q: 3 clusters Score -947900.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -947910.812500 Penalty: 4506.499023
	Iteration 65Q: 3 clusters Score -947910.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -947922.500000 Penalty: 4506.499023
	Iteration 66Q: 3 clusters Score -947922.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -947935.250000 Penalty: 4506.499023
	Iteration 67Q: 3 clusters Score -947935.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -947949.750000 Penalty: 4506.499023
	Iteration 68Q: 3 clusters Score -947949.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -947965.750000 Penalty: 4506.499023
	Iteration 69Q: 3 clusters Score -947965.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -947987.937500 Penalty: 4506.499023
	Iteration 70Q: 3 clusters Score -947987.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -948012.250000 Penalty: 4506.499023
	Iteration 71Q: 3 clusters Score -948012.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -948031.312500 Penalty: 4506.499023
	Iteration 72Q: 3 clusters Score -948031.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -948046.625000 Penalty: 4506.499023
	Iteration 73Q: 3 clusters Score -948046.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -948061.312500 Penalty: 4506.499023
	Iteration 74Q: 3 clusters Score -948061.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -948074.875000 Penalty: 4506.499023
	Iteration 75Q: 3 clusters Score -948074.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -948087.937500 Penalty: 4506.499023
	Iteration 76Q: 3 clusters Score -948087.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -948101.000000 Penalty: 4506.499023
	Iteration 77Q: 3 clusters Score -948101 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -948114.125000 Penalty: 4506.499023
	Iteration 78Q: 3 clusters Score -948114.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -948125.750000 Penalty: 4506.499023
	Iteration 79Q: 3 clusters Score -948125.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -948140.687500 Penalty: 4506.499023
	Iteration 80F: 3 clusters Score -948140.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -948157.437500 Penalty: 4506.499023
	Iteration 81Q: 3 clusters Score -948157.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -948180.437500 Penalty: 4506.499023
	Iteration 82Q: 3 clusters Score -948180.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -948196.250000 Penalty: 4506.499023
	Iteration 83Q: 3 clusters Score -948196.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -948216.937500 Penalty: 4506.499023
	Iteration 84Q: 3 clusters Score -948216.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -948242.125000 Penalty: 4506.499023
	Iteration 85Q: 3 clusters Score -948242.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -948263.937500 Penalty: 4506.499023
	Iteration 86Q: 3 clusters Score -948263.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -948288.500000 Penalty: 4506.499023
	Iteration 87Q: 3 clusters Score -948288.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -948310.625000 Penalty: 4506.499023
	Iteration 88Q: 3 clusters Score -948310.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -948340.312500 Penalty: 4506.499023
	Iteration 89Q: 3 clusters Score -948340.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -948372.312500 Penalty: 4506.499023
	Iteration 90Q: 3 clusters Score -948372.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -948404.750000 Penalty: 4506.499023
	Iteration 91Q: 3 clusters Score -948404.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -948437.187500 Penalty: 4506.499023
	Iteration 92Q: 3 clusters Score -948437.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -948465.875000 Penalty: 4506.499023
	Iteration 93Q: 3 clusters Score -948465.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -948492.375000 Penalty: 4506.499023
	Iteration 94Q: 3 clusters Score -948492.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -948526.062500 Penalty: 4506.499023
	Iteration 95Q: 3 clusters Score -948526.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -948564.250000 Penalty: 4506.499023
	Iteration 96Q: 3 clusters Score -948564.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -948608.375000 Penalty: 4506.499023
	Iteration 97Q: 3 clusters Score -948608.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -948664.875000 Penalty: 4506.499023
	Iteration 98Q: 3 clusters Score -948664.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -948714.375000 Penalty: 4506.499023
	Iteration 99Q: 3 clusters Score -948714.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -948765.312500 Penalty: 4506.499023
	Iteration 100F: 3 clusters Score -948765.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -948796.625000 Penalty: 4506.499023
	Iteration 101Q: 3 clusters Score -948796.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -948821.437500 Penalty: 4506.499023
	Iteration 102Q: 3 clusters Score -948821.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -948843.562500 Penalty: 4506.499023
	Iteration 103Q: 3 clusters Score -948843.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -948861.687500 Penalty: 4506.499023
	Iteration 104Q: 3 clusters Score -948861.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -948875.000000 Penalty: 4506.499023
	Iteration 105Q: 3 clusters Score -948875 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -948882.375000 Penalty: 4506.499023
	Iteration 106Q: 3 clusters Score -948882.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -948898.250000 Penalty: 4506.499023
	Iteration 107Q: 3 clusters Score -948898.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -948914.000000 Penalty: 4506.499023
	Iteration 108Q: 3 clusters Score -948914 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -948942.125000 Penalty: 4506.499023
	Iteration 109Q: 3 clusters Score -948942.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -948987.562500 Penalty: 4506.499023
	Iteration 110Q: 3 clusters Score -948987.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -949030.187500 Penalty: 4506.499023
	Iteration 111Q: 3 clusters Score -949030.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -949066.500000 Penalty: 4506.499023
	Iteration 112Q: 3 clusters Score -949066.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -949101.187500 Penalty: 4506.499023
	Iteration 113Q: 3 clusters Score -949101.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -949134.625000 Penalty: 4506.499023
	Iteration 114Q: 3 clusters Score -949134.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -949152.562500 Penalty: 4506.499023
	Iteration 115Q: 3 clusters Score -949152.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -949165.000000 Penalty: 4506.499023
	Iteration 116Q: 3 clusters Score -949165 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -949171.625000 Penalty: 4506.499023
	Iteration 117Q: 3 clusters Score -949171.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -949180.687500 Penalty: 4506.499023
	Iteration 118Q: 3 clusters Score -949180.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -949186.125000 Penalty: 4506.499023
	Iteration 119Q: 3 clusters Score -949186.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -949194.937500 Penalty: 4506.499023
	Iteration 120F: 3 clusters Score -949194.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -949201.125000 Penalty: 4506.499023
	Iteration 121Q: 3 clusters Score -949201.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -949208.250000 Penalty: 4506.499023
	Iteration 122Q: 3 clusters Score -949208.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -949218.062500 Penalty: 4506.499023
	Iteration 123Q: 3 clusters Score -949218.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -949220.125000 Penalty: 4506.499023
	Iteration 124Q: 3 clusters Score -949220.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -949224.500000 Penalty: 4506.499023
	Iteration 125Q: 3 clusters Score -949224.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -949227.250000 Penalty: 4506.499023
	Iteration 126Q: 3 clusters Score -949227.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -949224.375000 Penalty: 4506.499023
	Iteration 127Q: 3 clusters Score -949224.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -949223.187500 Penalty: 4506.499023
	Iteration 128Q: 3 clusters Score -949223.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -949225.125000 Penalty: 4506.499023
	Iteration 129Q: 3 clusters Score -949225.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -949226.125000 Penalty: 4506.499023
	Iteration 130Q: 3 clusters Score -949226.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -949227.062500 Penalty: 4506.499023
	Iteration 131Q: 3 clusters Score -949227.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -949229.625000 Penalty: 4506.499023
	Iteration 132Q: 3 clusters Score -949229.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -949230.125000 Penalty: 4506.499023
	Iteration 133Q: 3 clusters Score -949230.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -949230.125000 Penalty: 4506.499023
	Iteration 134F: 3 clusters Score -949230.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Entering Unmasked Estep 
Score: -1557706.500000 Penalty: 2369.971924
	Iteration 0F: 2 clusters Score -1557706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1547364.125000 Penalty: 4739.943848
	Iteration 0F: 3 clusters Score -1547364 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1550585.000000 Penalty: 4739.943848
	Iteration 1F: 3 clusters Score -1550585 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1550935.875000 Penalty: 4739.943848
	Iteration 2F: 3 clusters Score -1550936 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1551248.875000 Penalty: 4739.943848
	Iteration 3Q: 3 clusters Score -1551249 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1551539.000000 Penalty: 4739.943848
	Iteration 4Q: 3 clusters Score -1551539 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1551836.625000 Penalty: 4739.943848
	Iteration 5Q: 3 clusters Score -1551837 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1552163.250000 Penalty: 4739.943848
	Iteration 6Q: 3 clusters Score -1552163 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1552481.250000 Penalty: 4739.943848
	Iteration 7Q: 3 clusters Score -1552481 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1552784.500000 Penalty: 4739.943848
	Iteration 8Q: 3 clusters Score -1552784 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1553032.000000 Penalty: 4739.943848
	Iteration 9Q: 3 clusters Score -1553032 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1553259.375000 Penalty: 4739.943848
	Iteration 10Q: 3 clusters Score -1553259 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1553420.500000 Penalty: 4739.943848
	Iteration 11Q: 3 clusters Score -1553420 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1553546.375000 Penalty: 4739.943848
	Iteration 12Q: 3 clusters Score -1553546 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1553628.125000 Penalty: 4739.943848
	Iteration 13Q: 3 clusters Score -1553628 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1553692.000000 Penalty: 4739.943848
	Iteration 14Q: 3 clusters Score -1553692 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1553732.250000 Penalty: 4739.943848
	Iteration 15Q: 3 clusters Score -1553732 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1553764.000000 Penalty: 4739.943848
	Iteration 16Q: 3 clusters Score -1553764 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1553786.875000 Penalty: 4739.943848
	Iteration 17Q: 3 clusters Score -1553787 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1553801.625000 Penalty: 4739.943848
	Iteration 18Q: 3 clusters Score -1553802 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1553829.625000 Penalty: 4739.943848
	Iteration 19Q: 3 clusters Score -1553830 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1553849.000000 Penalty: 4739.943848
	Iteration 20F: 3 clusters Score -1553849 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1553865.250000 Penalty: 4739.943848
	Iteration 21Q: 3 clusters Score -1553865 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1553872.875000 Penalty: 4739.943848
	Iteration 22Q: 3 clusters Score -1553873 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1553875.500000 Penalty: 4739.943848
	Iteration 23Q: 3 clusters Score -1553876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1553878.625000 Penalty: 4739.943848
	Iteration 24Q: 3 clusters Score -1553879 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1553882.000000 Penalty: 4739.943848
	Iteration 25Q: 3 clusters Score -1553882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1553885.500000 Penalty: 4739.943848
	Iteration 26Q: 3 clusters Score -1553886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1553882.875000 Penalty: 4739.943848
	Iteration 27Q: 3 clusters Score -1553883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1553883.250000 Penalty: 4739.943848
	Iteration 28Q: 3 clusters Score -1553883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1553883.500000 Penalty: 4739.943848
	Iteration 29Q: 3 clusters Score -1553884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1553884.375000 Penalty: 4739.943848
	Iteration 30Q: 3 clusters Score -1553884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1553886.750000 Penalty: 4739.943848
	Iteration 31Q: 3 clusters Score -1553887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1553885.375000 Penalty: 4739.943848
	Iteration 32Q: 3 clusters Score -1553885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1553886.500000 Penalty: 4739.943848
	Iteration 33Q: 3 clusters Score -1553886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1553886.250000 Penalty: 4739.943848
	Iteration 34Q: 3 clusters Score -1553886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1553887.250000 Penalty: 4739.943848
	Iteration 35Q: 3 clusters Score -1553887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1553888.750000 Penalty: 4739.943848
	Iteration 36Q: 3 clusters Score -1553889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1553892.375000 Penalty: 4739.943848
	Iteration 37Q: 3 clusters Score -1553892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1553892.375000 Penalty: 4739.943848
	Iteration 38Q: 3 clusters Score -1553892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1553894.000000 Penalty: 4739.943848
	Iteration 39Q: 3 clusters Score -1553894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1553893.375000 Penalty: 4739.943848
	Iteration 40F: 3 clusters Score -1553893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1553896.375000 Penalty: 4739.943848
	Iteration 41Q: 3 clusters Score -1553896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1553896.625000 Penalty: 4739.943848
	Iteration 42Q: 3 clusters Score -1553897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1553897.625000 Penalty: 4739.943848
	Iteration 43Q: 3 clusters Score -1553898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1553895.000000 Penalty: 4739.943848
	Iteration 44Q: 3 clusters Score -1553895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1553898.000000 Penalty: 4739.943848
	Iteration 45Q: 3 clusters Score -1553898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1553903.500000 Penalty: 4739.943848
	Iteration 46Q: 3 clusters Score -1553904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1553906.000000 Penalty: 4739.943848
	Iteration 47Q: 3 clusters Score -1553906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1553908.000000 Penalty: 4739.943848
	Iteration 48Q: 3 clusters Score -1553908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1553909.875000 Penalty: 4739.943848
	Iteration 49Q: 3 clusters Score -1553910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1553906.250000 Penalty: 4739.943848
	Iteration 50Q: 3 clusters Score -1553906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1553909.625000 Penalty: 4739.943848
	Iteration 51Q: 3 clusters Score -1553910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1553905.250000 Penalty: 4739.943848
	Iteration 52Q: 3 clusters Score -1553905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1553906.750000 Penalty: 4739.943848
	Iteration 53Q: 3 clusters Score -1553907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1553905.750000 Penalty: 4739.943848
	Iteration 54Q: 3 clusters Score -1553906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1553905.125000 Penalty: 4739.943848
	Iteration 55Q: 3 clusters Score -1553905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1553907.250000 Penalty: 4739.943848
	Iteration 56Q: 3 clusters Score -1553907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1553907.250000 Penalty: 4739.943848
	Iteration 57F: 3 clusters Score -1553907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Entering Unmasked Estep 
Score: -568787.375000 Penalty: 2122.085938
	Iteration 0F: 2 clusters Score -568787.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -564166.250000 Penalty: 4244.171875
	Iteration 0F: 3 clusters Score -564166.2 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -565173.375000 Penalty: 4244.171875
	Iteration 1F: 3 clusters Score -565173.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -565390.687500 Penalty: 4244.171875
	Iteration 2F: 3 clusters Score -565390.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -565515.062500 Penalty: 4244.171875
	Iteration 3Q: 3 clusters Score -565515.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -565616.562500 Penalty: 4244.171875
	Iteration 4Q: 3 clusters Score -565616.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -565715.625000 Penalty: 4244.171875
	Iteration 5Q: 3 clusters Score -565715.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -565807.562500 Penalty: 4244.171875
	Iteration 6Q: 3 clusters Score -565807.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -565888.687500 Penalty: 4244.171875
	Iteration 7Q: 3 clusters Score -565888.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -565957.125000 Penalty: 4244.171875
	Iteration 8Q: 3 clusters Score -565957.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -566027.687500 Penalty: 4244.171875
	Iteration 9Q: 3 clusters Score -566027.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -566082.187500 Penalty: 4244.171875
	Iteration 10Q: 3 clusters Score -566082.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -566130.437500 Penalty: 4244.171875
	Iteration 11Q: 3 clusters Score -566130.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -566178.625000 Penalty: 4244.171875
	Iteration 12Q: 3 clusters Score -566178.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -566222.812500 Penalty: 4244.171875
	Iteration 13Q: 3 clusters Score -566222.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -566284.437500 Penalty: 4244.171875
	Iteration 14Q: 3 clusters Score -566284.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -566365.062500 Penalty: 4244.171875
	Iteration 15Q: 3 clusters Score -566365.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -566438.000000 Penalty: 4244.171875
	Iteration 16Q: 3 clusters Score -566438 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -566506.312500 Penalty: 4244.171875
	Iteration 17Q: 3 clusters Score -566506.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -566565.687500 Penalty: 4244.171875
	Iteration 18Q: 3 clusters Score -566565.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -566617.937500 Penalty: 4244.171875
	Iteration 19Q: 3 clusters Score -566617.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -566659.875000 Penalty: 4244.171875
	Iteration 20F: 3 clusters Score -566659.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -566699.937500 Penalty: 4244.171875
	Iteration 21Q: 3 clusters Score -566699.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -566731.000000 Penalty: 4244.171875
	Iteration 22Q: 3 clusters Score -566731 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -566761.062500 Penalty: 4244.171875
	Iteration 23Q: 3 clusters Score -566761.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -566788.500000 Penalty: 4244.171875
	Iteration 24Q: 3 clusters Score -566788.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -566812.187500 Penalty: 4244.171875
	Iteration 25Q: 3 clusters Score -566812.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -566826.750000 Penalty: 4244.171875
	Iteration 26Q: 3 clusters Score -566826.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -566840.562500 Penalty: 4244.171875
	Iteration 27Q: 3 clusters Score -566840.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -566848.125000 Penalty: 4244.171875
	Iteration 28Q: 3 clusters Score -566848.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -566853.437500 Penalty: 4244.171875
	Iteration 29Q: 3 clusters Score -566853.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -566856.187500 Penalty: 4244.171875
	Iteration 30Q: 3 clusters Score -566856.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -566860.812500 Penalty: 4244.171875
	Iteration 31Q: 3 clusters Score -566860.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -566868.187500 Penalty: 4244.171875
	Iteration 32Q: 3 clusters Score -566868.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -566871.687500 Penalty: 4244.171875
	Iteration 33Q: 3 clusters Score -566871.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -566875.312500 Penalty: 4244.171875
	Iteration 34Q: 3 clusters Score -566875.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -566877.687500 Penalty: 4244.171875
	Iteration 35Q: 3 clusters Score -566877.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -566877.687500 Penalty: 4244.171875
	Iteration 36F: 3 clusters Score -566877.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Entering Unmasked Estep 
Score: -731404.625000 Penalty: 2193.859863
	Iteration 0F: 2 clusters Score -731404.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -725657.437500 Penalty: 4387.719727
	Iteration 0F: 3 clusters Score -725657.4 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -727242.437500 Penalty: 4387.719727
	Iteration 1F: 3 clusters Score -727242.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -727638.812500 Penalty: 4387.719727
	Iteration 2F: 3 clusters Score -727638.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -728013.875000 Penalty: 4387.719727
	Iteration 3F: 3 clusters Score -728013.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -728381.812500 Penalty: 4387.719727
	Iteration 4F: 3 clusters Score -728381.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -728812.312500 Penalty: 4387.719727
	Iteration 5F: 3 clusters Score -728812.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -729267.875000 Penalty: 4387.719727
	Iteration 6F: 3 clusters Score -729267.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -729647.312500 Penalty: 4387.719727
	Iteration 7F: 3 clusters Score -729647.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -729915.062500 Penalty: 4387.719727
	Iteration 8Q: 3 clusters Score -729915.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -730085.187500 Penalty: 4387.719727
	Iteration 9Q: 3 clusters Score -730085.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -730229.187500 Penalty: 4387.719727
	Iteration 10Q: 3 clusters Score -730229.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -730350.812500 Penalty: 4387.719727
	Iteration 11Q: 3 clusters Score -730350.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -730463.437500 Penalty: 4387.719727
	Iteration 12Q: 3 clusters Score -730463.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -730547.000000 Penalty: 4387.719727
	Iteration 13Q: 3 clusters Score -730547 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -730624.312500 Penalty: 4387.719727
	Iteration 14Q: 3 clusters Score -730624.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -730685.562500 Penalty: 4387.719727
	Iteration 15Q: 3 clusters Score -730685.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -730733.812500 Penalty: 4387.719727
	Iteration 16Q: 3 clusters Score -730733.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -730770.437500 Penalty: 4387.719727
	Iteration 17Q: 3 clusters Score -730770.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -730790.000000 Penalty: 4387.719727
	Iteration 18Q: 3 clusters Score -730790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -730800.062500 Penalty: 4387.719727
	Iteration 19Q: 3 clusters Score -730800.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -730810.000000 Penalty: 4387.719727
	Iteration 20F: 3 clusters Score -730810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -730815.937500 Penalty: 4387.719727
	Iteration 21Q: 3 clusters Score -730815.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -730822.812500 Penalty: 4387.719727
	Iteration 22Q: 3 clusters Score -730822.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -730828.875000 Penalty: 4387.719727
	Iteration 23Q: 3 clusters Score -730828.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -730835.437500 Penalty: 4387.719727
	Iteration 24Q: 3 clusters Score -730835.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -730840.687500 Penalty: 4387.719727
	Iteration 25Q: 3 clusters Score -730840.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -730844.562500 Penalty: 4387.719727
	Iteration 26Q: 3 clusters Score -730844.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -730848.937500 Penalty: 4387.719727
	Iteration 27Q: 3 clusters Score -730848.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -730850.125000 Penalty: 4387.719727
	Iteration 28Q: 3 clusters Score -730850.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -730852.562500 Penalty: 4387.719727
	Iteration 29Q: 3 clusters Score -730852.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -730852.062500 Penalty: 4387.719727
	Iteration 30Q: 3 clusters Score -730852.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -730854.500000 Penalty: 4387.719727
	Iteration 31Q: 3 clusters Score -730854.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -730851.812500 Penalty: 4387.719727
	Iteration 32Q: 3 clusters Score -730851.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -730853.062500 Penalty: 4387.719727
	Iteration 33Q: 3 clusters Score -730853.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -730852.812500 Penalty: 4387.719727
	Iteration 34Q: 3 clusters Score -730852.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -730852.812500 Penalty: 4387.719727
	Iteration 35F: 3 clusters Score -730852.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -38100.781250 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -38100.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -36652.945312 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -36652.95 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36966.269531 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -36966.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37159.300781 Penalty: 3025.758301
	Iteration 2F: 3 clusters Score -37159.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37239.613281 Penalty: 3025.758301
	Iteration 3Q: 3 clusters Score -37239.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37292.332031 Penalty: 3025.758301
	Iteration 4Q: 3 clusters Score -37292.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -37337.453125 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -37337.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37359.183594 Penalty: 3025.758301
	Iteration 6Q: 3 clusters Score -37359.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -37376.878906 Penalty: 3025.758301
	Iteration 7Q: 3 clusters Score -37376.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -37402.750000 Penalty: 3025.758301
	Iteration 8Q: 3 clusters Score -37402.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -37473.648438 Penalty: 3025.758301
	Iteration 9Q: 3 clusters Score -37473.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37528.847656 Penalty: 3025.758301
	Iteration 10Q: 3 clusters Score -37528.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37554.988281 Penalty: 3025.758301
	Iteration 11Q: 3 clusters Score -37554.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -37578.441406 Penalty: 3025.758301
	Iteration 12Q: 3 clusters Score -37578.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37587.093750 Penalty: 3025.758301
	Iteration 13Q: 3 clusters Score -37587.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37594.121094 Penalty: 3025.758301
	Iteration 14Q: 3 clusters Score -37594.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37594.121094 Penalty: 3025.758301
	Iteration 15F: 3 clusters Score -37594.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -10087.809570 Penalty: 1195.429810
	Iteration 0F: 2 clusters Score -10087.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9239.951172 Penalty: 2390.859619
	Iteration 0F: 3 clusters Score -9239.951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9256.723633 Penalty: 2390.859619
	Iteration 1Q: 3 clusters Score -9256.724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9270.446289 Penalty: 2390.859619
	Iteration 2Q: 3 clusters Score -9270.446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9291.376953 Penalty: 2390.859619
	Iteration 3Q: 3 clusters Score -9291.377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9309.214844 Penalty: 2390.859619
	Iteration 4Q: 3 clusters Score -9309.215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9309.214844 Penalty: 2390.859619
	Iteration 5F: 3 clusters Score -9309.215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -426083.125000 Penalty: 2082.078369
	Iteration 0F: 2 clusters Score -426083.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -421938.843750 Penalty: 4164.156738
	Iteration 0F: 3 clusters Score -421938.8 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -422889.656250 Penalty: 4164.156738
	Iteration 1F: 3 clusters Score -422889.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -423118.656250 Penalty: 4164.156738
	Iteration 2F: 3 clusters Score -423118.7 nChanged 232
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: -423271.031250 Penalty: 4164.156738
	Iteration 3F: 3 clusters Score -423271 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -423390.218750 Penalty: 4164.156738
	Iteration 4Q: 3 clusters Score -423390.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -423511.250000 Penalty: 4164.156738
	Iteration 5Q: 3 clusters Score -423511.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -423646.437500 Penalty: 4164.156738
	Iteration 6Q: 3 clusters Score -423646.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -423761.000000 Penalty: 4164.156738
	Iteration 7Q: 3 clusters Score -423761 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -423851.937500 Penalty: 4164.156738
	Iteration 8Q: 3 clusters Score -423851.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -423949.218750 Penalty: 4164.156738
	Iteration 9Q: 3 clusters Score -423949.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -424052.531250 Penalty: 4164.156738
	Iteration 10Q: 3 clusters Score -424052.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -424141.281250 Penalty: 4164.156738
	Iteration 11Q: 3 clusters Score -424141.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -424231.968750 Penalty: 4164.156738
	Iteration 12Q: 3 clusters Score -424232 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -424309.937500 Penalty: 4164.156738
	Iteration 13Q: 3 clusters Score -424309.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -424366.187500 Penalty: 4164.156738
	Iteration 14Q: 3 clusters Score -424366.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -424415.687500 Penalty: 4164.156738
	Iteration 15Q: 3 clusters Score -424415.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -424458.937500 Penalty: 4164.156738
	Iteration 16Q: 3 clusters Score -424458.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -424492.968750 Penalty: 4164.156738
	Iteration 17Q: 3 clusters Score -424493 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -424515.031250 Penalty: 4164.156738
	Iteration 18Q: 3 clusters Score -424515 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -424534.781250 Penalty: 4164.156738
	Iteration 19Q: 3 clusters Score -424534.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -424550.343750 Penalty: 4164.156738
	Iteration 20F: 3 clusters Score -424550.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -424563.781250 Penalty: 4164.156738
	Iteration 21Q: 3 clusters Score -424563.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -424576.093750 Penalty: 4164.156738
	Iteration 22Q: 3 clusters Score -424576.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -424588.437500 Penalty: 4164.156738
	Iteration 23Q: 3 clusters Score -424588.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -424598.562500 Penalty: 4164.156738
	Iteration 24Q: 3 clusters Score -424598.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -424613.968750 Penalty: 4164.156738
	Iteration 25Q: 3 clusters Score -424614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -424624.968750 Penalty: 4164.156738
	Iteration 26Q: 3 clusters Score -424625 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -424636.375000 Penalty: 4164.156738
	Iteration 27Q: 3 clusters Score -424636.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -424648.312500 Penalty: 4164.156738
	Iteration 28Q: 3 clusters Score -424648.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -424653.906250 Penalty: 4164.156738
	Iteration 29Q: 3 clusters Score -424653.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -424658.750000 Penalty: 4164.156738
	Iteration 30Q: 3 clusters Score -424658.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -424661.250000 Penalty: 4164.156738
	Iteration 31Q: 3 clusters Score -424661.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -424664.937500 Penalty: 4164.156738
	Iteration 32Q: 3 clusters Score -424664.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -424674.375000 Penalty: 4164.156738
	Iteration 33Q: 3 clusters Score -424674.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -424679.062500 Penalty: 4164.156738
	Iteration 34Q: 3 clusters Score -424679.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -424681.875000 Penalty: 4164.156738
	Iteration 35Q: 3 clusters Score -424681.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -424686.125000 Penalty: 4164.156738
	Iteration 36Q: 3 clusters Score -424686.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -424691.468750 Penalty: 4164.156738
	Iteration 37Q: 3 clusters Score -424691.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -424696.093750 Penalty: 4164.156738
	Iteration 38Q: 3 clusters Score -424696.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -424699.906250 Penalty: 4164.156738
	Iteration 39Q: 3 clusters Score -424699.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -424703.625000 Penalty: 4164.156738
	Iteration 40F: 3 clusters Score -424703.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -424708.625000 Penalty: 4164.156738
	Iteration 41Q: 3 clusters Score -424708.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -424715.843750 Penalty: 4164.156738
	Iteration 42Q: 3 clusters Score -424715.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -424718.437500 Penalty: 4164.156738
	Iteration 43Q: 3 clusters Score -424718.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -424721.093750 Penalty: 4164.156738
	Iteration 44Q: 3 clusters Score -424721.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -424725.437500 Penalty: 4164.156738
	Iteration 45Q: 3 clusters Score -424725.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -424726.218750 Penalty: 4164.156738
	Iteration 46Q: 3 clusters Score -424726.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -424728.562500 Penalty: 4164.156738
	Iteration 47Q: 3 clusters Score -424728.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -424728.531250 Penalty: 4164.156738
	Iteration 48Q: 3 clusters Score -424728.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -424729.593750 Penalty: 4164.156738
	Iteration 49Q: 3 clusters Score -424729.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -424729.593750 Penalty: 4164.156738
	Iteration 50F: 3 clusters Score -424729.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Entering Unmasked Estep 
Score: -240728.890625 Penalty: 1941.649658
	Iteration 0F: 2 clusters Score -240728.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -237841.765625 Penalty: 3883.299316
	Iteration 0F: 3 clusters Score -237841.8 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -238445.906250 Penalty: 3883.299316
	Iteration 1F: 3 clusters Score -238445.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -238652.500000 Penalty: 3883.299316
	Iteration 2F: 3 clusters Score -238652.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -238789.296875 Penalty: 3883.299316
	Iteration 3F: 3 clusters Score -238789.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -238924.125000 Penalty: 3883.299316
	Iteration 4F: 3 clusters Score -238924.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -239072.046875 Penalty: 3883.299316
	Iteration 5F: 3 clusters Score -239072 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -239211.343750 Penalty: 3883.299316
	Iteration 6Q: 3 clusters Score -239211.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -239346.828125 Penalty: 3883.299316
	Iteration 7Q: 3 clusters Score -239346.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -239494.062500 Penalty: 3883.299316
	Iteration 8F: 3 clusters Score -239494.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -239624.734375 Penalty: 3883.299316
	Iteration 9Q: 3 clusters Score -239624.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -239752.312500 Penalty: 3883.299316
	Iteration 10Q: 3 clusters Score -239752.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -239866.296875 Penalty: 3883.299316
	Iteration 11Q: 3 clusters Score -239866.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -239924.859375 Penalty: 3883.299316
	Iteration 12Q: 3 clusters Score -239924.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -239954.984375 Penalty: 3883.299316
	Iteration 13Q: 3 clusters Score -239955 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -239979.453125 Penalty: 3883.299316
	Iteration 14Q: 3 clusters Score -239979.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -240000.640625 Penalty: 3883.299316
	Iteration 15Q: 3 clusters Score -240000.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -240012.421875 Penalty: 3883.299316
	Iteration 16Q: 3 clusters Score -240012.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -240023.125000 Penalty: 3883.299316
	Iteration 17Q: 3 clusters Score -240023.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -240030.000000 Penalty: 3883.299316
	Iteration 18Q: 3 clusters Score -240030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -240036.343750 Penalty: 3883.299316
	Iteration 19Q: 3 clusters Score -240036.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -240045.468750 Penalty: 3883.299316
	Iteration 20F: 3 clusters Score -240045.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -240058.875000 Penalty: 3883.299316
	Iteration 21Q: 3 clusters Score -240058.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -240064.218750 Penalty: 3883.299316
	Iteration 22Q: 3 clusters Score -240064.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -240066.531250 Penalty: 3883.299316
	Iteration 23Q: 3 clusters Score -240066.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -240068.328125 Penalty: 3883.299316
	Iteration 24Q: 3 clusters Score -240068.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -240069.781250 Penalty: 3883.299316
	Iteration 25Q: 3 clusters Score -240069.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -240070.453125 Penalty: 3883.299316
	Iteration 26Q: 3 clusters Score -240070.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -240070.453125 Penalty: 3883.299316
	Iteration 27F: 3 clusters Score -240070.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Entering Unmasked Estep 
Score: -340112.250000 Penalty: 2128.114258
	Iteration 0F: 2 clusters Score -340112.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -335400.531250 Penalty: 4256.228516
	Iteration 0F: 3 clusters Score -335400.5 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -336626.781250 Penalty: 4256.228516
	Iteration 1F: 3 clusters Score -336626.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -336904.625000 Penalty: 4256.228516
	Iteration 2F: 3 clusters Score -336904.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -337103.500000 Penalty: 4256.228516
	Iteration 3F: 3 clusters Score -337103.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -337261.937500 Penalty: 4256.228516
	Iteration 4Q: 3 clusters Score -337261.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -337441.687500 Penalty: 4256.228516
	Iteration 5Q: 3 clusters Score -337441.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -337670.781250 Penalty: 4256.228516
	Iteration 6Q: 3 clusters Score -337670.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -337916.562500 Penalty: 4256.228516
	Iteration 7F: 3 clusters Score -337916.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -338139.500000 Penalty: 4256.228516
	Iteration 8Q: 3 clusters Score -338139.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -338330.781250 Penalty: 4256.228516
	Iteration 9Q: 3 clusters Score -338330.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -338472.812500 Penalty: 4256.228516
	Iteration 10Q: 3 clusters Score -338472.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -338580.750000 Penalty: 4256.228516
	Iteration 11Q: 3 clusters Score -338580.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -338659.281250 Penalty: 4256.228516
	Iteration 12Q: 3 clusters Score -338659.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -338730.562500 Penalty: 4256.228516
	Iteration 13Q: 3 clusters Score -338730.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -338794.125000 Penalty: 4256.228516
	Iteration 14Q: 3 clusters Score -338794.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -338847.906250 Penalty: 4256.228516
	Iteration 15Q: 3 clusters Score -338847.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -338895.656250 Penalty: 4256.228516
	Iteration 16Q: 3 clusters Score -338895.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -338938.312500 Penalty: 4256.228516
	Iteration 17Q: 3 clusters Score -338938.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -338972.750000 Penalty: 4256.228516
	Iteration 18Q: 3 clusters Score -338972.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -339002.812500 Penalty: 4256.228516
	Iteration 19Q: 3 clusters Score -339002.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -339035.593750 Penalty: 4256.228516
	Iteration 20F: 3 clusters Score -339035.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -339055.125000 Penalty: 4256.228516
	Iteration 21Q: 3 clusters Score -339055.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -339074.125000 Penalty: 4256.228516
	Iteration 22Q: 3 clusters Score -339074.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -339086.281250 Penalty: 4256.228516
	Iteration 23Q: 3 clusters Score -339086.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -339095.656250 Penalty: 4256.228516
	Iteration 24Q: 3 clusters Score -339095.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -339103.531250 Penalty: 4256.228516
	Iteration 25Q: 3 clusters Score -339103.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -339113.406250 Penalty: 4256.228516
	Iteration 26Q: 3 clusters Score -339113.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -339119.531250 Penalty: 4256.228516
	Iteration 27Q: 3 clusters Score -339119.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -339127.875000 Penalty: 4256.228516
	Iteration 28Q: 3 clusters Score -339127.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -339138.312500 Penalty: 4256.228516
	Iteration 29Q: 3 clusters Score -339138.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -339145.812500 Penalty: 4256.228516
	Iteration 30Q: 3 clusters Score -339145.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -339153.750000 Penalty: 4256.228516
	Iteration 31Q: 3 clusters Score -339153.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -339160.218750 Penalty: 4256.228516
	Iteration 32Q: 3 clusters Score -339160.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -339166.468750 Penalty: 4256.228516
	Iteration 33Q: 3 clusters Score -339166.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -339172.500000 Penalty: 4256.228516
	Iteration 34Q: 3 clusters Score -339172.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -339181.000000 Penalty: 4256.228516
	Iteration 35Q: 3 clusters Score -339181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -339194.375000 Penalty: 4256.228516
	Iteration 36Q: 3 clusters Score -339194.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -339211.000000 Penalty: 4256.228516
	Iteration 37Q: 3 clusters Score -339211 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -339226.000000 Penalty: 4256.228516
	Iteration 38Q: 3 clusters Score -339226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -339239.406250 Penalty: 4256.228516
	Iteration 39Q: 3 clusters Score -339239.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -339250.218750 Penalty: 4256.228516
	Iteration 40F: 3 clusters Score -339250.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -339265.593750 Penalty: 4256.228516
	Iteration 41Q: 3 clusters Score -339265.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -339278.718750 Penalty: 4256.228516
	Iteration 42Q: 3 clusters Score -339278.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -339292.031250 Penalty: 4256.228516
	Iteration 43Q: 3 clusters Score -339292 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -339304.875000 Penalty: 4256.228516
	Iteration 44Q: 3 clusters Score -339304.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -339318.281250 Penalty: 4256.228516
	Iteration 45Q: 3 clusters Score -339318.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -339331.781250 Penalty: 4256.228516
	Iteration 46Q: 3 clusters Score -339331.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -339341.500000 Penalty: 4256.228516
	Iteration 47Q: 3 clusters Score -339341.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -339348.312500 Penalty: 4256.228516
	Iteration 48Q: 3 clusters Score -339348.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -339352.500000 Penalty: 4256.228516
	Iteration 49Q: 3 clusters Score -339352.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -339352.875000 Penalty: 4256.228516
	Iteration 50Q: 3 clusters Score -339352.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -339354.187500 Penalty: 4256.228516
	Iteration 51Q: 3 clusters Score -339354.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -339355.156250 Penalty: 4256.228516
	Iteration 52Q: 3 clusters Score -339355.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -339358.000000 Penalty: 4256.228516
	Iteration 53Q: 3 clusters Score -339358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -339361.406250 Penalty: 4256.228516
	Iteration 54Q: 3 clusters Score -339361.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -339365.156250 Penalty: 4256.228516
	Iteration 55Q: 3 clusters Score -339365.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -339367.968750 Penalty: 4256.228516
	Iteration 56Q: 3 clusters Score -339368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -339371.281250 Penalty: 4256.228516
	Iteration 57Q: 3 clusters Score -339371.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -339378.718750 Penalty: 4256.228516
	Iteration 58Q: 3 clusters Score -339378.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -339388.625000 Penalty: 4256.228516
	Iteration 59Q: 3 clusters Score -339388.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -339396.812500 Penalty: 4256.228516
	Iteration 60F: 3 clusters Score -339396.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -339403.531250 Penalty: 4256.228516
	Iteration 61Q: 3 clusters Score -339403.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -339409.656250 Penalty: 4256.228516
	Iteration 62Q: 3 clusters Score -339409.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -339415.718750 Penalty: 4256.228516
	Iteration 63Q: 3 clusters Score -339415.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -339420.437500 Penalty: 4256.228516
	Iteration 64Q: 3 clusters Score -339420.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -339427.656250 Penalty: 4256.228516
	Iteration 65Q: 3 clusters Score -339427.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -339431.125000 Penalty: 4256.228516
	Iteration 66Q: 3 clusters Score -339431.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -339433.343750 Penalty: 4256.228516
	Iteration 67Q: 3 clusters Score -339433.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -339433.656250 Penalty: 4256.228516
	Iteration 68Q: 3 clusters Score -339433.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -339435.281250 Penalty: 4256.228516
	Iteration 69Q: 3 clusters Score -339435.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -339435.937500 Penalty: 4256.228516
	Iteration 70Q: 3 clusters Score -339435.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -339436.312500 Penalty: 4256.228516
	Iteration 71Q: 3 clusters Score -339436.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -339436.406250 Penalty: 4256.228516
	Iteration 72Q: 3 clusters Score -339436.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -339436.406250 Penalty: 4256.228516
	Iteration 73F: 3 clusters Score -339436.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (8470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Entering Unmasked Estep 
Score: -917032.187500 Penalty: 2242.982910
	Iteration 0F: 2 clusters Score -917032.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -910331.750000 Penalty: 4485.965820
	Iteration 0F: 3 clusters Score -910331.8 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -912193.562500 Penalty: 4485.965820
	Iteration 1F: 3 clusters Score -912193.6 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -912472.437500 Penalty: 4485.965820
	Iteration 2F: 3 clusters Score -912472.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -912722.500000 Penalty: 4485.965820
	Iteration 3F: 3 clusters Score -912722.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -912955.562500 Penalty: 4485.965820
	Iteration 4Q: 3 clusters Score -912955.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -913195.125000 Penalty: 4485.965820
	Iteration 5Q: 3 clusters Score -913195.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -913420.312500 Penalty: 4485.965820
	Iteration 6Q: 3 clusters Score -913420.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -913666.000000 Penalty: 4485.965820
	Iteration 7Q: 3 clusters Score -913666 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -913893.875000 Penalty: 4485.965820
	Iteration 8Q: 3 clusters Score -913893.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -914085.312500 Penalty: 4485.965820
	Iteration 9Q: 3 clusters Score -914085.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -914269.000000 Penalty: 4485.965820
	Iteration 10Q: 3 clusters Score -914269 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -914432.062500 Penalty: 4485.965820
	Iteration 11Q: 3 clusters Score -914432.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -914572.750000 Penalty: 4485.965820
	Iteration 12Q: 3 clusters Score -914572.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -914699.687500 Penalty: 4485.965820
	Iteration 13Q: 3 clusters Score -914699.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -914795.625000 Penalty: 4485.965820
	Iteration 14Q: 3 clusters Score -914795.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -914879.500000 Penalty: 4485.965820
	Iteration 15Q: 3 clusters Score -914879.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -914962.062500 Penalty: 4485.965820
	Iteration 16Q: 3 clusters Score -914962.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -915048.000000 Penalty: 4485.965820
	Iteration 17Q: 3 clusters Score -915048 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -915132.187500 Penalty: 4485.965820
	Iteration 18Q: 3 clusters Score -915132.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -915201.625000 Penalty: 4485.965820
	Iteration 19Q: 3 clusters Score -915201.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -915258.562500 Penalty: 4485.965820
	Iteration 20F: 3 clusters Score -915258.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -915300.125000 Penalty: 4485.965820
	Iteration 21Q: 3 clusters Score -915300.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -915335.625000 Penalty: 4485.965820
	Iteration 22Q: 3 clusters Score -915335.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -915360.750000 Penalty: 4485.965820
	Iteration 23Q: 3 clusters Score -915360.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -915391.000000 Penalty: 4485.965820
	Iteration 24Q: 3 clusters Score -915391 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -915415.125000 Penalty: 4485.965820
	Iteration 25Q: 3 clusters Score -915415.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -915438.125000 Penalty: 4485.965820
	Iteration 26Q: 3 clusters Score -915438.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -915472.000000 Penalty: 4485.965820
	Iteration 27Q: 3 clusters Score -915472 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -915491.375000 Penalty: 4485.965820
	Iteration 28Q: 3 clusters Score -915491.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -915514.500000 Penalty: 4485.965820
	Iteration 29Q: 3 clusters Score -915514.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -915526.875000 Penalty: 4485.965820
	Iteration 30Q: 3 clusters Score -915526.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -915543.187500 Penalty: 4485.965820
	Iteration 31Q: 3 clusters Score -915543.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -915553.937500 Penalty: 4485.965820
	Iteration 32Q: 3 clusters Score -915553.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -915566.937500 Penalty: 4485.965820
	Iteration 33Q: 3 clusters Score -915566.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -915584.500000 Penalty: 4485.965820
	Iteration 34Q: 3 clusters Score -915584.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -915593.812500 Penalty: 4485.965820
	Iteration 35Q: 3 clusters Score -915593.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -915598.750000 Penalty: 4485.965820
	Iteration 36Q: 3 clusters Score -915598.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -915605.750000 Penalty: 4485.965820
	Iteration 37Q: 3 clusters Score -915605.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -915608.125000 Penalty: 4485.965820
	Iteration 38Q: 3 clusters Score -915608.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -915613.250000 Penalty: 4485.965820
	Iteration 39Q: 3 clusters Score -915613.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -915615.875000 Penalty: 4485.965820
	Iteration 40F: 3 clusters Score -915615.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -915619.687500 Penalty: 4485.965820
	Iteration 41Q: 3 clusters Score -915619.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -915622.937500 Penalty: 4485.965820
	Iteration 42Q: 3 clusters Score -915622.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -915628.062500 Penalty: 4485.965820
	Iteration 43Q: 3 clusters Score -915628.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -915628.250000 Penalty: 4485.965820
	Iteration 44Q: 3 clusters Score -915628.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -915628.500000 Penalty: 4485.965820
	Iteration 45Q: 3 clusters Score -915628.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -915630.250000 Penalty: 4485.965820
	Iteration 46Q: 3 clusters Score -915630.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -915630.250000 Penalty: 4485.965820
	Iteration 47F: 3 clusters Score -915630.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Entering Unmasked Estep 
Score: -799516.375000 Penalty: 2211.526367
	Iteration 0F: 2 clusters Score -799516.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -793439.187500 Penalty: 4423.052734
	Iteration 0F: 3 clusters Score -793439.2 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -795077.562500 Penalty: 4423.052734
	Iteration 1F: 3 clusters Score -795077.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -795384.437500 Penalty: 4423.052734
	Iteration 2F: 3 clusters Score -795384.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -795597.437500 Penalty: 4423.052734
	Iteration 3F: 3 clusters Score -795597.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -795765.875000 Penalty: 4423.052734
	Iteration 4Q: 3 clusters Score -795765.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -795894.250000 Penalty: 4423.052734
	Iteration 5Q: 3 clusters Score -795894.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -795995.687500 Penalty: 4423.052734
	Iteration 6Q: 3 clusters Score -795995.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -796100.875000 Penalty: 4423.052734
	Iteration 7Q: 3 clusters Score -796100.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -796217.937500 Penalty: 4423.052734
	Iteration 8Q: 3 clusters Score -796217.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -796330.375000 Penalty: 4423.052734
	Iteration 9Q: 3 clusters Score -796330.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -796436.812500 Penalty: 4423.052734
	Iteration 10Q: 3 clusters Score -796436.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -796553.125000 Penalty: 4423.052734
	Iteration 11Q: 3 clusters Score -796553.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -796677.812500 Penalty: 4423.052734
	Iteration 12Q: 3 clusters Score -796677.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -796809.500000 Penalty: 4423.052734
	Iteration 13Q: 3 clusters Score -796809.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -796946.750000 Penalty: 4423.052734
	Iteration 14Q: 3 clusters Score -796946.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -797070.562500 Penalty: 4423.052734
	Iteration 15Q: 3 clusters Score -797070.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -797170.812500 Penalty: 4423.052734
	Iteration 16Q: 3 clusters Score -797170.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -797256.625000 Penalty: 4423.052734
	Iteration 17Q: 3 clusters Score -797256.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -797330.250000 Penalty: 4423.052734
	Iteration 18Q: 3 clusters Score -797330.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -797391.875000 Penalty: 4423.052734
	Iteration 19Q: 3 clusters Score -797391.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -797452.000000 Penalty: 4423.052734
	Iteration 20F: 3 clusters Score -797452 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -797491.562500 Penalty: 4423.052734
	Iteration 21Q: 3 clusters Score -797491.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -797529.375000 Penalty: 4423.052734
	Iteration 22Q: 3 clusters Score -797529.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -797573.750000 Penalty: 4423.052734
	Iteration 23Q: 3 clusters Score -797573.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -797631.062500 Penalty: 4423.052734
	Iteration 24Q: 3 clusters Score -797631.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -797704.625000 Penalty: 4423.052734
	Iteration 25Q: 3 clusters Score -797704.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -797801.562500 Penalty: 4423.052734
	Iteration 26Q: 3 clusters Score -797801.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -797905.875000 Penalty: 4423.052734
	Iteration 27Q: 3 clusters Score -797905.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -797968.250000 Penalty: 4423.052734
	Iteration 28Q: 3 clusters Score -797968.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -797991.812500 Penalty: 4423.052734
	Iteration 29Q: 3 clusters Score -797991.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -797999.375000 Penalty: 4423.052734
	Iteration 30Q: 3 clusters Score -797999.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -798009.062500 Penalty: 4423.052734
	Iteration 31Q: 3 clusters Score -798009.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -798014.875000 Penalty: 4423.052734
	Iteration 32Q: 3 clusters Score -798014.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -798016.562500 Penalty: 4423.052734
	Iteration 33Q: 3 clusters Score -798016.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -798017.812500 Penalty: 4423.052734
	Iteration 34Q: 3 clusters Score -798017.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -798017.312500 Penalty: 4423.052734
	Iteration 35Q: 3 clusters Score -798017.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -798018.250000 Penalty: 4423.052734
	Iteration 36Q: 3 clusters Score -798018.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -798018.562500 Penalty: 4423.052734
	Iteration 37Q: 3 clusters Score -798018.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -798017.875000 Penalty: 4423.052734
	Iteration 38Q: 3 clusters Score -798017.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -798021.562500 Penalty: 4423.052734
	Iteration 39Q: 3 clusters Score -798021.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -798021.562500 Penalty: 4423.052734
	Iteration 40F: 3 clusters Score -798021.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (26847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Entering Unmasked Estep 
Score: -2947977.250000 Penalty: 2529.081543
	Iteration 0F: 2 clusters Score -2947977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -2929347.750000 Penalty: 5058.163086
	Iteration 0F: 3 clusters Score -2929348 nChanged 12060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2935901.750000 Penalty: 5058.163086
	Iteration 1F: 3 clusters Score -2935902 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -2936401.500000 Penalty: 5058.163086
	Iteration 2F: 3 clusters Score -2936402 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2936914.750000 Penalty: 5058.163086
	Iteration 3Q: 3 clusters Score -2936915 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -2937512.250000 Penalty: 5058.163086
	Iteration 4Q: 3 clusters Score -2937512 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2938370.750000 Penalty: 5058.163086
	Iteration 5F: 3 clusters Score -2938371 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -2939577.250000 Penalty: 5058.163086
	Iteration 6F: 3 clusters Score -2939577 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -2941106.500000 Penalty: 5058.163086
	Iteration 7F: 3 clusters Score -2941106 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -2942692.500000 Penalty: 5058.163086
	Iteration 8F: 3 clusters Score -2942692 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -2943927.000000 Penalty: 5058.163086
	Iteration 9F: 3 clusters Score -2943927 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -2944755.500000 Penalty: 5058.163086
	Iteration 10Q: 3 clusters Score -2944756 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -2945202.000000 Penalty: 5058.163086
	Iteration 11Q: 3 clusters Score -2945202 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -2945444.750000 Penalty: 5058.163086
	Iteration 12Q: 3 clusters Score -2945445 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -2945550.000000 Penalty: 5058.163086
	Iteration 13Q: 3 clusters Score -2945550 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -2945613.500000 Penalty: 5058.163086
	Iteration 14Q: 3 clusters Score -2945614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -2945666.250000 Penalty: 5058.163086
	Iteration 15Q: 3 clusters Score -2945666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -2945707.750000 Penalty: 5058.163086
	Iteration 16Q: 3 clusters Score -2945708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -2945730.000000 Penalty: 5058.163086
	Iteration 17Q: 3 clusters Score -2945730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -2945736.500000 Penalty: 5058.163086
	Iteration 18Q: 3 clusters Score -2945736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -2945742.750000 Penalty: 5058.163086
	Iteration 19Q: 3 clusters Score -2945743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -2945746.000000 Penalty: 5058.163086
	Iteration 20F: 3 clusters Score -2945746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -2945751.750000 Penalty: 5058.163086
	Iteration 21Q: 3 clusters Score -2945752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -2945765.250000 Penalty: 5058.163086
	Iteration 22Q: 3 clusters Score -2945765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -2945771.000000 Penalty: 5058.163086
	Iteration 23Q: 3 clusters Score -2945771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -2945775.750000 Penalty: 5058.163086
	Iteration 24Q: 3 clusters Score -2945776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -2945776.000000 Penalty: 5058.163086
	Iteration 25Q: 3 clusters Score -2945776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -2945777.250000 Penalty: 5058.163086
	Iteration 26Q: 3 clusters Score -2945777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -2945779.000000 Penalty: 5058.163086
	Iteration 27Q: 3 clusters Score -2945779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -2945785.000000 Penalty: 5058.163086
	Iteration 28Q: 3 clusters Score -2945785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -2945788.500000 Penalty: 5058.163086
	Iteration 29Q: 3 clusters Score -2945788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -2945789.250000 Penalty: 5058.163086
	Iteration 30Q: 3 clusters Score -2945789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -2945788.000000 Penalty: 5058.163086
	Iteration 31Q: 3 clusters Score -2945788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -2945790.000000 Penalty: 5058.163086
	Iteration 32Q: 3 clusters Score -2945790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -2945790.000000 Penalty: 5058.163086
	Iteration 33F: 3 clusters Score -2945790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Entering Unmasked Estep 
Score: -838825.125000 Penalty: 2223.941162
	Iteration 0F: 2 clusters Score -838825.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -832575.187500 Penalty: 4447.882324
	Iteration 0F: 3 clusters Score -832575.2 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -834373.312500 Penalty: 4447.882324
	Iteration 1F: 3 clusters Score -834373.3 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -834744.437500 Penalty: 4447.882324
	Iteration 2F: 3 clusters Score -834744.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -835001.937500 Penalty: 4447.882324
	Iteration 3F: 3 clusters Score -835001.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -835187.062500 Penalty: 4447.882324
	Iteration 4Q: 3 clusters Score -835187.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -835361.000000 Penalty: 4447.882324
	Iteration 5Q: 3 clusters Score -835361 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -835549.062500 Penalty: 4447.882324
	Iteration 6Q: 3 clusters Score -835549.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -835743.687500 Penalty: 4447.882324
	Iteration 7Q: 3 clusters Score -835743.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -835966.187500 Penalty: 4447.882324
	Iteration 8Q: 3 clusters Score -835966.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -836195.812500 Penalty: 4447.882324
	Iteration 9Q: 3 clusters Score -836195.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -836405.750000 Penalty: 4447.882324
	Iteration 10Q: 3 clusters Score -836405.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -836613.625000 Penalty: 4447.882324
	Iteration 11Q: 3 clusters Score -836613.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -836808.250000 Penalty: 4447.882324
	Iteration 12Q: 3 clusters Score -836808.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -836981.062500 Penalty: 4447.882324
	Iteration 13Q: 3 clusters Score -836981.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -837125.937500 Penalty: 4447.882324
	Iteration 14Q: 3 clusters Score -837125.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -837221.687500 Penalty: 4447.882324
	Iteration 15Q: 3 clusters Score -837221.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -837294.437500 Penalty: 4447.882324
	Iteration 16Q: 3 clusters Score -837294.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -837350.250000 Penalty: 4447.882324
	Iteration 17Q: 3 clusters Score -837350.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -837395.812500 Penalty: 4447.882324
	Iteration 18Q: 3 clusters Score -837395.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -837435.625000 Penalty: 4447.882324
	Iteration 19Q: 3 clusters Score -837435.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -837466.312500 Penalty: 4447.882324
	Iteration 20F: 3 clusters Score -837466.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -837502.562500 Penalty: 4447.882324
	Iteration 21Q: 3 clusters Score -837502.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -837544.187500 Penalty: 4447.882324
	Iteration 22Q: 3 clusters Score -837544.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -837575.312500 Penalty: 4447.882324
	Iteration 23Q: 3 clusters Score -837575.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -837601.250000 Penalty: 4447.882324
	Iteration 24Q: 3 clusters Score -837601.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -837618.312500 Penalty: 4447.882324
	Iteration 25Q: 3 clusters Score -837618.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -837633.000000 Penalty: 4447.882324
	Iteration 26Q: 3 clusters Score -837633 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -837651.750000 Penalty: 4447.882324
	Iteration 27Q: 3 clusters Score -837651.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -837677.125000 Penalty: 4447.882324
	Iteration 28Q: 3 clusters Score -837677.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -837694.000000 Penalty: 4447.882324
	Iteration 29Q: 3 clusters Score -837694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -837713.937500 Penalty: 4447.882324
	Iteration 30Q: 3 clusters Score -837713.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -837732.562500 Penalty: 4447.882324
	Iteration 31Q: 3 clusters Score -837732.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -837740.187500 Penalty: 4447.882324
	Iteration 32Q: 3 clusters Score -837740.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -837746.312500 Penalty: 4447.882324
	Iteration 33Q: 3 clusters Score -837746.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -837751.937500 Penalty: 4447.882324
	Iteration 34Q: 3 clusters Score -837751.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -837754.125000 Penalty: 4447.882324
	Iteration 35Q: 3 clusters Score -837754.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -837754.562500 Penalty: 4447.882324
	Iteration 36Q: 3 clusters Score -837754.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -837755.500000 Penalty: 4447.882324
	Iteration 37Q: 3 clusters Score -837755.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -837755.500000 Penalty: 4447.882324
	Iteration 38F: 3 clusters Score -837755.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -73739.093750 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -73739.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -71977.796875 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -71977.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -72291.335938 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -72291.34 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -72419.398438 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -72419.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -72537.000000 Penalty: 3292.729736
	Iteration 3F: 3 clusters Score -72537 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -72696.328125 Penalty: 3292.729736
	Iteration 4Q: 3 clusters Score -72696.33 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -73022.421875 Penalty: 3292.729736
	Iteration 5F: 3 clusters Score -73022.42 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -73389.804688 Penalty: 3292.729736
	Iteration 6F: 3 clusters Score -73389.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -73519.164062 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -73519.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -73574.335938 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -73574.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -73600.226562 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -73600.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -73621.523438 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -73621.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -73623.296875 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -73623.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -73623.296875 Penalty: 3292.729736
	Iteration 12F: 3 clusters Score -73623.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -33668.375000 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -33668.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32310.466797 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -32310.47 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -32448.062500 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -32448.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32501.544922 Penalty: 2885.287109
	Iteration 2Q: 3 clusters Score -32501.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32538.013672 Penalty: 2885.287109
	Iteration 3Q: 3 clusters Score -32538.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32568.337891 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -32568.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32580.441406 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -32580.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32585.808594 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -32585.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32585.808594 Penalty: 2885.287109
	Iteration 7F: 3 clusters Score -32585.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Entering Unmasked Estep 
Score: -129461.703125 Penalty: 1774.731812
	Iteration 0F: 2 clusters Score -129461.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -127316.234375 Penalty: 3549.463623
	Iteration 0F: 3 clusters Score -127316.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -127701.585938 Penalty: 3549.463623
	Iteration 1F: 3 clusters Score -127701.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -127800.578125 Penalty: 3549.463623
	Iteration 2F: 3 clusters Score -127800.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -127847.765625 Penalty: 3549.463623
	Iteration 3Q: 3 clusters Score -127847.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -127885.210938 Penalty: 3549.463623
	Iteration 4Q: 3 clusters Score -127885.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -127918.000000 Penalty: 3549.463623
	Iteration 5Q: 3 clusters Score -127918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -127939.039062 Penalty: 3549.463623
	Iteration 6Q: 3 clusters Score -127939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -127946.914062 Penalty: 3549.463623
	Iteration 7Q: 3 clusters Score -127946.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -127948.484375 Penalty: 3549.463623
	Iteration 8Q: 3 clusters Score -127948.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -127948.484375 Penalty: 3549.463623
	Iteration 9F: 3 clusters Score -127948.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (11078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Entering Unmasked Estep 
Score: -886515.625000 Penalty: 2309.553711
	Iteration 0F: 2 clusters Score -886515.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -878220.687500 Penalty: 4619.107422
	Iteration 0F: 3 clusters Score -878220.7 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -881010.937500 Penalty: 4619.107422
	Iteration 1F: 3 clusters Score -881010.9 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -881619.687500 Penalty: 4619.107422
	Iteration 2F: 3 clusters Score -881619.7 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -882085.750000 Penalty: 4619.107422
	Iteration 3F: 3 clusters Score -882085.8 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -882438.437500 Penalty: 4619.107422
	Iteration 4F: 3 clusters Score -882438.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -882716.250000 Penalty: 4619.107422
	Iteration 5Q: 3 clusters Score -882716.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -882925.687500 Penalty: 4619.107422
	Iteration 6Q: 3 clusters Score -882925.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -883092.250000 Penalty: 4619.107422
	Iteration 7Q: 3 clusters Score -883092.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -883231.937500 Penalty: 4619.107422
	Iteration 8Q: 3 clusters Score -883231.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -883382.187500 Penalty: 4619.107422
	Iteration 9Q: 3 clusters Score -883382.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -883522.125000 Penalty: 4619.107422
	Iteration 10Q: 3 clusters Score -883522.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -883635.625000 Penalty: 4619.107422
	Iteration 11Q: 3 clusters Score -883635.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -883740.937500 Penalty: 4619.107422
	Iteration 12Q: 3 clusters Score -883740.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -883849.937500 Penalty: 4619.107422
	Iteration 13Q: 3 clusters Score -883849.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -883952.875000 Penalty: 4619.107422
	Iteration 14Q: 3 clusters Score -883952.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -884050.187500 Penalty: 4619.107422
	Iteration 15Q: 3 clusters Score -884050.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -884132.750000 Penalty: 4619.107422
	Iteration 16Q: 3 clusters Score -884132.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -884201.687500 Penalty: 4619.107422
	Iteration 17Q: 3 clusters Score -884201.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -884265.562500 Penalty: 4619.107422
	Iteration 18Q: 3 clusters Score -884265.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -884318.437500 Penalty: 4619.107422
	Iteration 19Q: 3 clusters Score -884318.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -884370.687500 Penalty: 4619.107422
	Iteration 20F: 3 clusters Score -884370.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -884419.250000 Penalty: 4619.107422
	Iteration 21Q: 3 clusters Score -884419.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -884472.437500 Penalty: 4619.107422
	Iteration 22Q: 3 clusters Score -884472.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -884513.250000 Penalty: 4619.107422
	Iteration 23Q: 3 clusters Score -884513.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -884543.125000 Penalty: 4619.107422
	Iteration 24Q: 3 clusters Score -884543.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -884576.562500 Penalty: 4619.107422
	Iteration 25Q: 3 clusters Score -884576.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -884626.375000 Penalty: 4619.107422
	Iteration 26Q: 3 clusters Score -884626.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -884668.812500 Penalty: 4619.107422
	Iteration 27Q: 3 clusters Score -884668.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -884712.750000 Penalty: 4619.107422
	Iteration 28Q: 3 clusters Score -884712.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -884742.375000 Penalty: 4619.107422
	Iteration 29Q: 3 clusters Score -884742.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -884758.187500 Penalty: 4619.107422
	Iteration 30Q: 3 clusters Score -884758.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -884773.375000 Penalty: 4619.107422
	Iteration 31Q: 3 clusters Score -884773.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -884778.187500 Penalty: 4619.107422
	Iteration 32Q: 3 clusters Score -884778.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -884787.812500 Penalty: 4619.107422
	Iteration 33Q: 3 clusters Score -884787.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -884796.375000 Penalty: 4619.107422
	Iteration 34Q: 3 clusters Score -884796.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -884808.250000 Penalty: 4619.107422
	Iteration 35Q: 3 clusters Score -884808.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -884822.000000 Penalty: 4619.107422
	Iteration 36Q: 3 clusters Score -884822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -884836.937500 Penalty: 4619.107422
	Iteration 37Q: 3 clusters Score -884836.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -884845.500000 Penalty: 4619.107422
	Iteration 38Q: 3 clusters Score -884845.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -884851.312500 Penalty: 4619.107422
	Iteration 39Q: 3 clusters Score -884851.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -884858.187500 Penalty: 4619.107422
	Iteration 40F: 3 clusters Score -884858.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -884867.375000 Penalty: 4619.107422
	Iteration 41Q: 3 clusters Score -884867.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -884876.312500 Penalty: 4619.107422
	Iteration 42Q: 3 clusters Score -884876.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -884885.000000 Penalty: 4619.107422
	Iteration 43Q: 3 clusters Score -884885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -884891.312500 Penalty: 4619.107422
	Iteration 44Q: 3 clusters Score -884891.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -884892.500000 Penalty: 4619.107422
	Iteration 45Q: 3 clusters Score -884892.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -884893.000000 Penalty: 4619.107422
	Iteration 46Q: 3 clusters Score -884893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -884893.937500 Penalty: 4619.107422
	Iteration 47Q: 3 clusters Score -884893.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -884896.312500 Penalty: 4619.107422
	Iteration 48Q: 3 clusters Score -884896.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -884898.625000 Penalty: 4619.107422
	Iteration 49Q: 3 clusters Score -884898.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -884899.812500 Penalty: 4619.107422
	Iteration 50Q: 3 clusters Score -884899.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -884899.812500 Penalty: 4619.107422
	Iteration 51F: 3 clusters Score -884899.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Entering Unmasked Estep 
Score: -594348.812500 Penalty: 2136.755859
	Iteration 0F: 2 clusters Score -594348.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -589489.125000 Penalty: 4273.511719
	Iteration 0F: 3 clusters Score -589489.1 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -590651.312500 Penalty: 4273.511719
	Iteration 1F: 3 clusters Score -590651.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -590968.500000 Penalty: 4273.511719
	Iteration 2F: 3 clusters Score -590968.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -591259.250000 Penalty: 4273.511719
	Iteration 3F: 3 clusters Score -591259.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -591668.062500 Penalty: 4273.511719
	Iteration 4F: 3 clusters Score -591668.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -592193.937500 Penalty: 4273.511719
	Iteration 5F: 3 clusters Score -592193.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -592651.750000 Penalty: 4273.511719
	Iteration 6F: 3 clusters Score -592651.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -593085.437500 Penalty: 4273.511719
	Iteration 7F: 3 clusters Score -593085.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -593379.625000 Penalty: 4273.511719
	Iteration 8F: 3 clusters Score -593379.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -593566.937500 Penalty: 4273.511719
	Iteration 9Q: 3 clusters Score -593566.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -593719.687500 Penalty: 4273.511719
	Iteration 10Q: 3 clusters Score -593719.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -593793.812500 Penalty: 4273.511719
	Iteration 11Q: 3 clusters Score -593793.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -593832.937500 Penalty: 4273.511719
	Iteration 12Q: 3 clusters Score -593832.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -593865.437500 Penalty: 4273.511719
	Iteration 13Q: 3 clusters Score -593865.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -593894.000000 Penalty: 4273.511719
	Iteration 14Q: 3 clusters Score -593894 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -593912.062500 Penalty: 4273.511719
	Iteration 15Q: 3 clusters Score -593912.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -593918.062500 Penalty: 4273.511719
	Iteration 16Q: 3 clusters Score -593918.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -593927.187500 Penalty: 4273.511719
	Iteration 17Q: 3 clusters Score -593927.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -593928.812500 Penalty: 4273.511719
	Iteration 18Q: 3 clusters Score -593928.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -593932.437500 Penalty: 4273.511719
	Iteration 19Q: 3 clusters Score -593932.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -593934.062500 Penalty: 4273.511719
	Iteration 20F: 3 clusters Score -593934.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -593934.437500 Penalty: 4273.511719
	Iteration 21Q: 3 clusters Score -593934.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -593934.000000 Penalty: 4273.511719
	Iteration 22Q: 3 clusters Score -593934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -593936.250000 Penalty: 4273.511719
	Iteration 23Q: 3 clusters Score -593936.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -593937.562500 Penalty: 4273.511719
	Iteration 24Q: 3 clusters Score -593937.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -593938.375000 Penalty: 4273.511719
	Iteration 25Q: 3 clusters Score -593938.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -593938.625000 Penalty: 4273.511719
	Iteration 26Q: 3 clusters Score -593938.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -593940.187500 Penalty: 4273.511719
	Iteration 27Q: 3 clusters Score -593940.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -593940.937500 Penalty: 4273.511719
	Iteration 28Q: 3 clusters Score -593940.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -593942.187500 Penalty: 4273.511719
	Iteration 29Q: 3 clusters Score -593942.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -593941.937500 Penalty: 4273.511719
	Iteration 30Q: 3 clusters Score -593941.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -593943.000000 Penalty: 4273.511719
	Iteration 31Q: 3 clusters Score -593943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -593943.000000 Penalty: 4273.511719
	Iteration 32F: 3 clusters Score -593943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (25432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Entering Unmasked Estep 
Score: -2206149.000000 Penalty: 2515.653320
	Iteration 0F: 2 clusters Score -2206149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -2188549.750000 Penalty: 5031.306641
	Iteration 0F: 3 clusters Score -2188550 nChanged 11456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2195033.250000 Penalty: 5031.306641
	Iteration 1F: 3 clusters Score -2195033 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2195902.500000 Penalty: 5031.306641
	Iteration 2F: 3 clusters Score -2195902 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2196688.500000 Penalty: 5031.306641
	Iteration 3F: 3 clusters Score -2196688 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2197445.500000 Penalty: 5031.306641
	Iteration 4F: 3 clusters Score -2197446 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2198175.750000 Penalty: 5031.306641
	Iteration 5F: 3 clusters Score -2198176 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2198827.250000 Penalty: 5031.306641
	Iteration 6Q: 3 clusters Score -2198827 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2199383.500000 Penalty: 5031.306641
	Iteration 7Q: 3 clusters Score -2199384 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2199910.250000 Penalty: 5031.306641
	Iteration 8Q: 3 clusters Score -2199910 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2200381.250000 Penalty: 5031.306641
	Iteration 9Q: 3 clusters Score -2200381 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2200798.500000 Penalty: 5031.306641
	Iteration 10Q: 3 clusters Score -2200798 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2201154.000000 Penalty: 5031.306641
	Iteration 11Q: 3 clusters Score -2201154 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -2201471.250000 Penalty: 5031.306641
	Iteration 12Q: 3 clusters Score -2201471 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -2201749.500000 Penalty: 5031.306641
	Iteration 13Q: 3 clusters Score -2201750 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -2201979.250000 Penalty: 5031.306641
	Iteration 14Q: 3 clusters Score -2201979 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -2202195.250000 Penalty: 5031.306641
	Iteration 15Q: 3 clusters Score -2202195 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -2202380.500000 Penalty: 5031.306641
	Iteration 16Q: 3 clusters Score -2202380 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -2202566.250000 Penalty: 5031.306641
	Iteration 17Q: 3 clusters Score -2202566 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -2202754.000000 Penalty: 5031.306641
	Iteration 18Q: 3 clusters Score -2202754 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -2202922.750000 Penalty: 5031.306641
	Iteration 19Q: 3 clusters Score -2202923 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -2203093.750000 Penalty: 5031.306641
	Iteration 20F: 3 clusters Score -2203094 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -2203266.750000 Penalty: 5031.306641
	Iteration 21Q: 3 clusters Score -2203267 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -2203436.500000 Penalty: 5031.306641
	Iteration 22Q: 3 clusters Score -2203436 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -2203578.250000 Penalty: 5031.306641
	Iteration 23Q: 3 clusters Score -2203578 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -2203702.250000 Penalty: 5031.306641
	Iteration 24Q: 3 clusters Score -2203702 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -2203803.250000 Penalty: 5031.306641
	Iteration 25Q: 3 clusters Score -2203803 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -2203885.500000 Penalty: 5031.306641
	Iteration 26Q: 3 clusters Score -2203886 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -2203946.750000 Penalty: 5031.306641
	Iteration 27Q: 3 clusters Score -2203947 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -2203995.500000 Penalty: 5031.306641
	Iteration 28Q: 3 clusters Score -2203996 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -2204035.750000 Penalty: 5031.306641
	Iteration 29Q: 3 clusters Score -2204036 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -2204073.000000 Penalty: 5031.306641
	Iteration 30Q: 3 clusters Score -2204073 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -2204101.250000 Penalty: 5031.306641
	Iteration 31Q: 3 clusters Score -2204101 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -2204136.750000 Penalty: 5031.306641
	Iteration 32Q: 3 clusters Score -2204137 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -2204168.250000 Penalty: 5031.306641
	Iteration 33Q: 3 clusters Score -2204168 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -2204204.500000 Penalty: 5031.306641
	Iteration 34Q: 3 clusters Score -2204204 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -2204226.250000 Penalty: 5031.306641
	Iteration 35Q: 3 clusters Score -2204226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -2204244.250000 Penalty: 5031.306641
	Iteration 36Q: 3 clusters Score -2204244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -2204259.500000 Penalty: 5031.306641
	Iteration 37Q: 3 clusters Score -2204260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -2204271.750000 Penalty: 5031.306641
	Iteration 38Q: 3 clusters Score -2204272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -2204289.000000 Penalty: 5031.306641
	Iteration 39Q: 3 clusters Score -2204289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -2204301.000000 Penalty: 5031.306641
	Iteration 40F: 3 clusters Score -2204301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -2204308.500000 Penalty: 5031.306641
	Iteration 41Q: 3 clusters Score -2204308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -2204314.500000 Penalty: 5031.306641
	Iteration 42Q: 3 clusters Score -2204314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -2204323.250000 Penalty: 5031.306641
	Iteration 43Q: 3 clusters Score -2204323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -2204330.000000 Penalty: 5031.306641
	Iteration 44Q: 3 clusters Score -2204330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -2204335.750000 Penalty: 5031.306641
	Iteration 45Q: 3 clusters Score -2204336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -2204338.750000 Penalty: 5031.306641
	Iteration 46Q: 3 clusters Score -2204339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -2204342.250000 Penalty: 5031.306641
	Iteration 47Q: 3 clusters Score -2204342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -2204350.250000 Penalty: 5031.306641
	Iteration 48Q: 3 clusters Score -2204350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -2204356.250000 Penalty: 5031.306641
	Iteration 49Q: 3 clusters Score -2204356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -2204356.750000 Penalty: 5031.306641
	Iteration 50Q: 3 clusters Score -2204357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -2204360.750000 Penalty: 5031.306641
	Iteration 51Q: 3 clusters Score -2204361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -2204364.750000 Penalty: 5031.306641
	Iteration 52Q: 3 clusters Score -2204365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -2204367.000000 Penalty: 5031.306641
	Iteration 53Q: 3 clusters Score -2204367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -2204365.750000 Penalty: 5031.306641
	Iteration 54Q: 3 clusters Score -2204366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -2204370.750000 Penalty: 5031.306641
	Iteration 55Q: 3 clusters Score -2204371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -2204373.000000 Penalty: 5031.306641
	Iteration 56Q: 3 clusters Score -2204373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -2204374.500000 Penalty: 5031.306641
	Iteration 57Q: 3 clusters Score -2204374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -2204377.750000 Penalty: 5031.306641
	Iteration 58Q: 3 clusters Score -2204378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -2204377.750000 Penalty: 5031.306641
	Iteration 59Q: 3 clusters Score -2204378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -2204377.750000 Penalty: 5031.306641
	Iteration 60F: 3 clusters Score -2204378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (16610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Entering Unmasked Estep 
Score: -1837306.875000 Penalty: 2410.004395
	Iteration 0F: 2 clusters Score -1837307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1825401.375000 Penalty: 4820.008789
	Iteration 0F: 3 clusters Score -1825401 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1829270.750000 Penalty: 4820.008789
	Iteration 1F: 3 clusters Score -1829271 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1829610.500000 Penalty: 4820.008789
	Iteration 2F: 3 clusters Score -1829610 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1829841.375000 Penalty: 4820.008789
	Iteration 3Q: 3 clusters Score -1829841 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1830015.750000 Penalty: 4820.008789
	Iteration 4Q: 3 clusters Score -1830016 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1830148.375000 Penalty: 4820.008789
	Iteration 5Q: 3 clusters Score -1830148 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1830280.875000 Penalty: 4820.008789
	Iteration 6Q: 3 clusters Score -1830281 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1830440.625000 Penalty: 4820.008789
	Iteration 7Q: 3 clusters Score -1830441 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1830656.625000 Penalty: 4820.008789
	Iteration 8Q: 3 clusters Score -1830657 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1830962.375000 Penalty: 4820.008789
	Iteration 9Q: 3 clusters Score -1830962 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1831369.500000 Penalty: 4820.008789
	Iteration 10Q: 3 clusters Score -1831370 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1832000.750000 Penalty: 4820.008789
	Iteration 11F: 3 clusters Score -1832001 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1832763.375000 Penalty: 4820.008789
	Iteration 12F: 3 clusters Score -1832763 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1833554.250000 Penalty: 4820.008789
	Iteration 13F: 3 clusters Score -1833554 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1834253.375000 Penalty: 4820.008789
	Iteration 14Q: 3 clusters Score -1834253 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1834688.875000 Penalty: 4820.008789
	Iteration 15Q: 3 clusters Score -1834689 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1834901.125000 Penalty: 4820.008789
	Iteration 16Q: 3 clusters Score -1834901 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1835002.375000 Penalty: 4820.008789
	Iteration 17Q: 3 clusters Score -1835002 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1835070.125000 Penalty: 4820.008789
	Iteration 18Q: 3 clusters Score -1835070 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1835110.250000 Penalty: 4820.008789
	Iteration 19Q: 3 clusters Score -1835110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1835136.875000 Penalty: 4820.008789
	Iteration 20F: 3 clusters Score -1835137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1835145.125000 Penalty: 4820.008789
	Iteration 21Q: 3 clusters Score -1835145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1835159.250000 Penalty: 4820.008789
	Iteration 22Q: 3 clusters Score -1835159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1835164.125000 Penalty: 4820.008789
	Iteration 23Q: 3 clusters Score -1835164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1835169.375000 Penalty: 4820.008789
	Iteration 24Q: 3 clusters Score -1835169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1835175.750000 Penalty: 4820.008789
	Iteration 25Q: 3 clusters Score -1835176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1835175.625000 Penalty: 4820.008789
	Iteration 26Q: 3 clusters Score -1835176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1835180.125000 Penalty: 4820.008789
	Iteration 27Q: 3 clusters Score -1835180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1835180.125000 Penalty: 4820.008789
	Iteration 28F: 3 clusters Score -1835180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -16095.055664 Penalty: 1360.229614
	Iteration 0F: 2 clusters Score -16095.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14961.108398 Penalty: 2720.459229
	Iteration 0F: 3 clusters Score -14961.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15054.959961 Penalty: 2720.459229
	Iteration 1F: 3 clusters Score -15054.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15067.727539 Penalty: 2720.459229
	Iteration 2Q: 3 clusters Score -15067.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15073.231445 Penalty: 2720.459229
	Iteration 3Q: 3 clusters Score -15073.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15073.231445 Penalty: 2720.459229
	Iteration 4F: 3 clusters Score -15073.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -28276.843750 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -28276.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26956.666016 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -26956.67 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27081.054688 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -27081.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27144.179688 Penalty: 2850.116943
	Iteration 2F: 3 clusters Score -27144.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27166.992188 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -27166.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27188.130859 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -27188.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27208.857422 Penalty: 2850.116943
	Iteration 5Q: 3 clusters Score -27208.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27208.857422 Penalty: 2850.116943
	Iteration 6F: 3 clusters Score -27208.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (13656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Entering Unmasked Estep 
Score: -1317022.625000 Penalty: 2361.439697
	Iteration 0F: 2 clusters Score -1317023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1306953.125000 Penalty: 4722.879395
	Iteration 0F: 3 clusters Score -1306953 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1310088.125000 Penalty: 4722.879395
	Iteration 1F: 3 clusters Score -1310088 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1310536.375000 Penalty: 4722.879395
	Iteration 2F: 3 clusters Score -1310536 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1310936.875000 Penalty: 4722.879395
	Iteration 3F: 3 clusters Score -1310937 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1311315.500000 Penalty: 4722.879395
	Iteration 4F: 3 clusters Score -1311316 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1311649.000000 Penalty: 4722.879395
	Iteration 5Q: 3 clusters Score -1311649 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1311984.875000 Penalty: 4722.879395
	Iteration 6Q: 3 clusters Score -1311985 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1312313.375000 Penalty: 4722.879395
	Iteration 7Q: 3 clusters Score -1312313 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1312668.625000 Penalty: 4722.879395
	Iteration 8Q: 3 clusters Score -1312669 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1313037.500000 Penalty: 4722.879395
	Iteration 9Q: 3 clusters Score -1313038 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1313410.250000 Penalty: 4722.879395
	Iteration 10Q: 3 clusters Score -1313410 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1313789.000000 Penalty: 4722.879395
	Iteration 11Q: 3 clusters Score -1313789 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1314150.625000 Penalty: 4722.879395
	Iteration 12Q: 3 clusters Score -1314151 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1314400.625000 Penalty: 4722.879395
	Iteration 13Q: 3 clusters Score -1314401 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1314610.500000 Penalty: 4722.879395
	Iteration 14Q: 3 clusters Score -1314610 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1314787.000000 Penalty: 4722.879395
	Iteration 15Q: 3 clusters Score -1314787 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1314940.625000 Penalty: 4722.879395
	Iteration 16Q: 3 clusters Score -1314941 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1315041.375000 Penalty: 4722.879395
	Iteration 17Q: 3 clusters Score -1315041 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1315126.125000 Penalty: 4722.879395
	Iteration 18Q: 3 clusters Score -1315126 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1315186.125000 Penalty: 4722.879395
	Iteration 19Q: 3 clusters Score -1315186 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1315235.500000 Penalty: 4722.879395
	Iteration 20F: 3 clusters Score -1315236 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1315282.125000 Penalty: 4722.879395
	Iteration 21Q: 3 clusters Score -1315282 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1315334.625000 Penalty: 4722.879395
	Iteration 22Q: 3 clusters Score -1315335 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1315383.875000 Penalty: 4722.879395
	Iteration 23Q: 3 clusters Score -1315384 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1315424.875000 Penalty: 4722.879395
	Iteration 24Q: 3 clusters Score -1315425 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1315457.875000 Penalty: 4722.879395
	Iteration 25Q: 3 clusters Score -1315458 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1315489.000000 Penalty: 4722.879395
	Iteration 26Q: 3 clusters Score -1315489 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1315516.500000 Penalty: 4722.879395
	Iteration 27Q: 3 clusters Score -1315516 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1315539.375000 Penalty: 4722.879395
	Iteration 28Q: 3 clusters Score -1315539 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1315556.875000 Penalty: 4722.879395
	Iteration 29Q: 3 clusters Score -1315557 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1315565.125000 Penalty: 4722.879395
	Iteration 30Q: 3 clusters Score -1315565 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1315572.250000 Penalty: 4722.879395
	Iteration 31Q: 3 clusters Score -1315572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1315579.750000 Penalty: 4722.879395
	Iteration 32Q: 3 clusters Score -1315580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1315586.750000 Penalty: 4722.879395
	Iteration 33Q: 3 clusters Score -1315587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1315591.375000 Penalty: 4722.879395
	Iteration 34Q: 3 clusters Score -1315591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1315596.125000 Penalty: 4722.879395
	Iteration 35Q: 3 clusters Score -1315596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1315595.375000 Penalty: 4722.879395
	Iteration 36Q: 3 clusters Score -1315595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1315596.125000 Penalty: 4722.879395
	Iteration 37Q: 3 clusters Score -1315596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1315596.625000 Penalty: 4722.879395
	Iteration 38Q: 3 clusters Score -1315597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1315596.250000 Penalty: 4722.879395
	Iteration 39Q: 3 clusters Score -1315596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1315595.750000 Penalty: 4722.879395
	Iteration 40F: 3 clusters Score -1315596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1315597.500000 Penalty: 4722.879395
	Iteration 41Q: 3 clusters Score -1315598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1315601.750000 Penalty: 4722.879395
	Iteration 42Q: 3 clusters Score -1315602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1315605.125000 Penalty: 4722.879395
	Iteration 43Q: 3 clusters Score -1315605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1315608.250000 Penalty: 4722.879395
	Iteration 44Q: 3 clusters Score -1315608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1315614.250000 Penalty: 4722.879395
	Iteration 45Q: 3 clusters Score -1315614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1315615.500000 Penalty: 4722.879395
	Iteration 46Q: 3 clusters Score -1315616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1315616.000000 Penalty: 4722.879395
	Iteration 47Q: 3 clusters Score -1315616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1315617.250000 Penalty: 4722.879395
	Iteration 48Q: 3 clusters Score -1315617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1315616.125000 Penalty: 4722.879395
	Iteration 49Q: 3 clusters Score -1315616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1315619.625000 Penalty: 4722.879395
	Iteration 50Q: 3 clusters Score -1315620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1315619.250000 Penalty: 4722.879395
	Iteration 51Q: 3 clusters Score -1315619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1315621.625000 Penalty: 4722.879395
	Iteration 52Q: 3 clusters Score -1315622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1315621.625000 Penalty: 4722.879395
	Iteration 53F: 3 clusters Score -1315622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (9456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Entering Unmasked Estep 
Score: -943197.500000 Penalty: 2270.292236
	Iteration 0F: 2 clusters Score -943197.5 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 4691 members 
Entering Unmasked Estep 
Score: -935962.562500 Penalty: 4540.584473
	Iteration 0F: 3 clusters Score -935962.6 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -938255.937500 Penalty: 4540.584473
	Iteration 1F: 3 clusters Score -938255.9 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -938681.250000 Penalty: 4540.584473
	Iteration 2F: 3 clusters Score -938681.2 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -939043.812500 Penalty: 4540.584473
	Iteration 3F: 3 clusters Score -939043.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -939351.875000 Penalty: 4540.584473
	Iteration 4F: 3 clusters Score -939351.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -939663.750000 Penalty: 4540.584473
	Iteration 5Q: 3 clusters Score -939663.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -940012.937500 Penalty: 4540.584473
	Iteration 6F: 3 clusters Score -940012.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -940376.187500 Penalty: 4540.584473
	Iteration 7Q: 3 clusters Score -940376.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -940707.250000 Penalty: 4540.584473
	Iteration 8Q: 3 clusters Score -940707.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -940996.500000 Penalty: 4540.584473
	Iteration 9Q: 3 clusters Score -940996.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -941245.687500 Penalty: 4540.584473
	Iteration 10Q: 3 clusters Score -941245.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -941450.937500 Penalty: 4540.584473
	Iteration 11Q: 3 clusters Score -941450.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -941607.687500 Penalty: 4540.584473
	Iteration 12Q: 3 clusters Score -941607.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -941709.062500 Penalty: 4540.584473
	Iteration 13Q: 3 clusters Score -941709.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -941781.562500 Penalty: 4540.584473
	Iteration 14Q: 3 clusters Score -941781.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -941844.750000 Penalty: 4540.584473
	Iteration 15Q: 3 clusters Score -941844.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -941897.375000 Penalty: 4540.584473
	Iteration 16Q: 3 clusters Score -941897.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -941934.812500 Penalty: 4540.584473
	Iteration 17Q: 3 clusters Score -941934.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -941966.187500 Penalty: 4540.584473
	Iteration 18Q: 3 clusters Score -941966.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -941993.437500 Penalty: 4540.584473
	Iteration 19Q: 3 clusters Score -941993.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -942015.875000 Penalty: 4540.584473
	Iteration 20F: 3 clusters Score -942015.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -942034.500000 Penalty: 4540.584473
	Iteration 21Q: 3 clusters Score -942034.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -942048.937500 Penalty: 4540.584473
	Iteration 22Q: 3 clusters Score -942048.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -942062.875000 Penalty: 4540.584473
	Iteration 23Q: 3 clusters Score -942062.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -942075.750000 Penalty: 4540.584473
	Iteration 24Q: 3 clusters Score -942075.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -942089.437500 Penalty: 4540.584473
	Iteration 25Q: 3 clusters Score -942089.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -942103.062500 Penalty: 4540.584473
	Iteration 26Q: 3 clusters Score -942103.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -942118.312500 Penalty: 4540.584473
	Iteration 27Q: 3 clusters Score -942118.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -942139.000000 Penalty: 4540.584473
	Iteration 28Q: 3 clusters Score -942139 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -942160.062500 Penalty: 4540.584473
	Iteration 29Q: 3 clusters Score -942160.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -942178.687500 Penalty: 4540.584473
	Iteration 30Q: 3 clusters Score -942178.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -942198.687500 Penalty: 4540.584473
	Iteration 31Q: 3 clusters Score -942198.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -942217.312500 Penalty: 4540.584473
	Iteration 32Q: 3 clusters Score -942217.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -942230.687500 Penalty: 4540.584473
	Iteration 33Q: 3 clusters Score -942230.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -942237.250000 Penalty: 4540.584473
	Iteration 34Q: 3 clusters Score -942237.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -942235.812500 Penalty: 4540.584473
	Iteration 35Q: 3 clusters Score -942235.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -942240.187500 Penalty: 4540.584473
	Iteration 36Q: 3 clusters Score -942240.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -942241.187500 Penalty: 4540.584473
	Iteration 37Q: 3 clusters Score -942241.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -942247.250000 Penalty: 4540.584473
	Iteration 38Q: 3 clusters Score -942247.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -942247.312500 Penalty: 4540.584473
	Iteration 39Q: 3 clusters Score -942247.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -942250.687500 Penalty: 4540.584473
	Iteration 40F: 3 clusters Score -942250.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -942253.750000 Penalty: 4540.584473
	Iteration 41Q: 3 clusters Score -942253.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -942260.250000 Penalty: 4540.584473
	Iteration 42Q: 3 clusters Score -942260.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -942272.500000 Penalty: 4540.584473
	Iteration 43Q: 3 clusters Score -942272.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -942306.375000 Penalty: 4540.584473
	Iteration 44Q: 3 clusters Score -942306.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -942328.937500 Penalty: 4540.584473
	Iteration 45Q: 3 clusters Score -942328.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -942340.375000 Penalty: 4540.584473
	Iteration 46Q: 3 clusters Score -942340.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -942348.875000 Penalty: 4540.584473
	Iteration 47Q: 3 clusters Score -942348.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -942358.562500 Penalty: 4540.584473
	Iteration 48Q: 3 clusters Score -942358.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -942362.187500 Penalty: 4540.584473
	Iteration 49Q: 3 clusters Score -942362.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -942366.062500 Penalty: 4540.584473
	Iteration 50Q: 3 clusters Score -942366.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -942368.812500 Penalty: 4540.584473
	Iteration 51Q: 3 clusters Score -942368.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -942371.750000 Penalty: 4540.584473
	Iteration 52Q: 3 clusters Score -942371.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -942373.562500 Penalty: 4540.584473
	Iteration 53Q: 3 clusters Score -942373.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -942375.375000 Penalty: 4540.584473
	Iteration 54Q: 3 clusters Score -942375.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -942378.312500 Penalty: 4540.584473
	Iteration 55Q: 3 clusters Score -942378.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -942378.312500 Penalty: 4540.584473
	Iteration 56Q: 3 clusters Score -942378.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -942377.250000 Penalty: 4540.584473
	Iteration 57Q: 3 clusters Score -942377.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -942377.312500 Penalty: 4540.584473
	Iteration 58Q: 3 clusters Score -942377.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -942377.312500 Penalty: 4540.584473
	Iteration 59F: 3 clusters Score -942377.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (5004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Entering Unmasked Estep 
Score: -538977.937500 Penalty: 2112.462158
	Iteration 0F: 2 clusters Score -538977.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -534423.750000 Penalty: 4224.924316
	Iteration 0F: 3 clusters Score -534423.8 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -535520.625000 Penalty: 4224.924316
	Iteration 1F: 3 clusters Score -535520.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -535799.062500 Penalty: 4224.924316
	Iteration 2F: 3 clusters Score -535799.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -535991.562500 Penalty: 4224.924316
	Iteration 3F: 3 clusters Score -535991.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -536131.812500 Penalty: 4224.924316
	Iteration 4Q: 3 clusters Score -536131.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -536268.937500 Penalty: 4224.924316
	Iteration 5Q: 3 clusters Score -536268.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -536407.250000 Penalty: 4224.924316
	Iteration 6Q: 3 clusters Score -536407.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -536522.687500 Penalty: 4224.924316
	Iteration 7Q: 3 clusters Score -536522.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -536613.250000 Penalty: 4224.924316
	Iteration 8Q: 3 clusters Score -536613.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -536701.500000 Penalty: 4224.924316
	Iteration 9Q: 3 clusters Score -536701.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -536773.875000 Penalty: 4224.924316
	Iteration 10Q: 3 clusters Score -536773.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -536838.375000 Penalty: 4224.924316
	Iteration 11Q: 3 clusters Score -536838.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -536894.312500 Penalty: 4224.924316
	Iteration 12Q: 3 clusters Score -536894.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -536949.875000 Penalty: 4224.924316
	Iteration 13Q: 3 clusters Score -536949.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -537010.875000 Penalty: 4224.924316
	Iteration 14Q: 3 clusters Score -537010.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -537085.250000 Penalty: 4224.924316
	Iteration 15Q: 3 clusters Score -537085.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -537159.437500 Penalty: 4224.924316
	Iteration 16Q: 3 clusters Score -537159.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -537225.562500 Penalty: 4224.924316
	Iteration 17Q: 3 clusters Score -537225.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -537286.687500 Penalty: 4224.924316
	Iteration 18Q: 3 clusters Score -537286.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -537347.937500 Penalty: 4224.924316
	Iteration 19Q: 3 clusters Score -537347.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -537430.625000 Penalty: 4224.924316
	Iteration 20F: 3 clusters Score -537430.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -537518.625000 Penalty: 4224.924316
	Iteration 21Q: 3 clusters Score -537518.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -537661.062500 Penalty: 4224.924316
	Iteration 22Q: 3 clusters Score -537661.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -537859.875000 Penalty: 4224.924316
	Iteration 23Q: 3 clusters Score -537859.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -538106.187500 Penalty: 4224.924316
	Iteration 24Q: 3 clusters Score -538106.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -538313.937500 Penalty: 4224.924316
	Iteration 25Q: 3 clusters Score -538313.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -538433.875000 Penalty: 4224.924316
	Iteration 26Q: 3 clusters Score -538433.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -538485.250000 Penalty: 4224.924316
	Iteration 27Q: 3 clusters Score -538485.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -538503.750000 Penalty: 4224.924316
	Iteration 28Q: 3 clusters Score -538503.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -538509.062500 Penalty: 4224.924316
	Iteration 29Q: 3 clusters Score -538509.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -538511.250000 Penalty: 4224.924316
	Iteration 30Q: 3 clusters Score -538511.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -538511.625000 Penalty: 4224.924316
	Iteration 31Q: 3 clusters Score -538511.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -538512.125000 Penalty: 4224.924316
	Iteration 32Q: 3 clusters Score -538512.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -538513.375000 Penalty: 4224.924316
	Iteration 33Q: 3 clusters Score -538513.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -538515.937500 Penalty: 4224.924316
	Iteration 34Q: 3 clusters Score -538515.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -538514.750000 Penalty: 4224.924316
	Iteration 35Q: 3 clusters Score -538514.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -538515.562500 Penalty: 4224.924316
	Iteration 36Q: 3 clusters Score -538515.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -538517.062500 Penalty: 4224.924316
	Iteration 37Q: 3 clusters Score -538517.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -538517.062500 Penalty: 4224.924316
	Iteration 38F: 3 clusters Score -538517.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -69030.601562 Penalty: 1625.021973
	Iteration 0F: 2 clusters Score -69030.6 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 338 members 
Entering Unmasked Estep 
Score: -67344.234375 Penalty: 3250.043945
	Iteration 0F: 3 clusters Score -67344.23 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -67596.203125 Penalty: 3250.043945
	Iteration 1F: 3 clusters Score -67596.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -67681.382812 Penalty: 3250.043945
	Iteration 2F: 3 clusters Score -67681.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -67718.515625 Penalty: 3250.043945
	Iteration 3Q: 3 clusters Score -67718.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -67741.328125 Penalty: 3250.043945
	Iteration 4Q: 3 clusters Score -67741.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -67759.687500 Penalty: 3250.043945
	Iteration 5Q: 3 clusters Score -67759.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -67770.101562 Penalty: 3250.043945
	Iteration 6Q: 3 clusters Score -67770.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -67777.078125 Penalty: 3250.043945
	Iteration 7Q: 3 clusters Score -67777.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -67780.171875 Penalty: 3250.043945
	Iteration 8Q: 3 clusters Score -67780.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -67783.835938 Penalty: 3250.043945
	Iteration 9Q: 3 clusters Score -67783.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67785.562500 Penalty: 3250.043945
	Iteration 10Q: 3 clusters Score -67785.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67785.562500 Penalty: 3250.043945
	Iteration 11F: 3 clusters Score -67785.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (28367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Entering Unmasked Estep 
Score: -3106653.250000 Penalty: 2542.739502
	Iteration 0F: 2 clusters Score -3106653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -3087097.500000 Penalty: 5085.479004
	Iteration 0F: 3 clusters Score -3087098 nChanged 12700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -3094058.250000 Penalty: 5085.479004
	Iteration 1F: 3 clusters Score -3094058 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -3094612.000000 Penalty: 5085.479004
	Iteration 2F: 3 clusters Score -3094612 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -3095188.000000 Penalty: 5085.479004
	Iteration 3Q: 3 clusters Score -3095188 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -3095814.000000 Penalty: 5085.479004
	Iteration 4Q: 3 clusters Score -3095814 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -3096588.750000 Penalty: 5085.479004
	Iteration 5F: 3 clusters Score -3096589 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -3097531.750000 Penalty: 5085.479004
	Iteration 6F: 3 clusters Score -3097532 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -3098587.250000 Penalty: 5085.479004
	Iteration 7F: 3 clusters Score -3098587 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -3099579.750000 Penalty: 5085.479004
	Iteration 8F: 3 clusters Score -3099580 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -3100559.000000 Penalty: 5085.479004
	Iteration 9F: 3 clusters Score -3100559 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -3101511.250000 Penalty: 5085.479004
	Iteration 10Q: 3 clusters Score -3101511 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -3102371.000000 Penalty: 5085.479004
	Iteration 11Q: 3 clusters Score -3102371 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -3103066.250000 Penalty: 5085.479004
	Iteration 12Q: 3 clusters Score -3103066 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -3103583.500000 Penalty: 5085.479004
	Iteration 13Q: 3 clusters Score -3103584 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -3103919.250000 Penalty: 5085.479004
	Iteration 14Q: 3 clusters Score -3103919 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -3104105.250000 Penalty: 5085.479004
	Iteration 15Q: 3 clusters Score -3104105 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -3104239.000000 Penalty: 5085.479004
	Iteration 16Q: 3 clusters Score -3104239 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -3104318.250000 Penalty: 5085.479004
	Iteration 17Q: 3 clusters Score -3104318 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -3104376.250000 Penalty: 5085.479004
	Iteration 18Q: 3 clusters Score -3104376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -3104398.000000 Penalty: 5085.479004
	Iteration 19Q: 3 clusters Score -3104398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -3104407.500000 Penalty: 5085.479004
	Iteration 20F: 3 clusters Score -3104408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -3104420.250000 Penalty: 5085.479004
	Iteration 21Q: 3 clusters Score -3104420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -3104440.750000 Penalty: 5085.479004
	Iteration 22Q: 3 clusters Score -3104441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -3104452.000000 Penalty: 5085.479004
	Iteration 23Q: 3 clusters Score -3104452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -3104459.000000 Penalty: 5085.479004
	Iteration 24Q: 3 clusters Score -3104459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -3104464.250000 Penalty: 5085.479004
	Iteration 25Q: 3 clusters Score -3104464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -3104468.000000 Penalty: 5085.479004
	Iteration 26Q: 3 clusters Score -3104468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -3104476.000000 Penalty: 5085.479004
	Iteration 27Q: 3 clusters Score -3104476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -3104486.500000 Penalty: 5085.479004
	Iteration 28Q: 3 clusters Score -3104486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -3104490.750000 Penalty: 5085.479004
	Iteration 29Q: 3 clusters Score -3104491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -3104486.750000 Penalty: 5085.479004
	Iteration 30Q: 3 clusters Score -3104487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -3104486.750000 Penalty: 5085.479004
	Iteration 31F: 3 clusters Score -3104487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Entering Unmasked Estep 
Score: -183728.656250 Penalty: 1840.006348
	Iteration 0F: 2 clusters Score -183728.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -181289.187500 Penalty: 3680.012695
	Iteration 0F: 3 clusters Score -181289.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -181655.796875 Penalty: 3680.012695
	Iteration 1F: 3 clusters Score -181655.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -181766.546875 Penalty: 3680.012695
	Iteration 2F: 3 clusters Score -181766.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -181833.093750 Penalty: 3680.012695
	Iteration 3Q: 3 clusters Score -181833.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -181884.265625 Penalty: 3680.012695
	Iteration 4Q: 3 clusters Score -181884.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -181914.828125 Penalty: 3680.012695
	Iteration 5Q: 3 clusters Score -181914.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -181933.578125 Penalty: 3680.012695
	Iteration 6Q: 3 clusters Score -181933.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -181947.453125 Penalty: 3680.012695
	Iteration 7Q: 3 clusters Score -181947.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -181957.593750 Penalty: 3680.012695
	Iteration 8Q: 3 clusters Score -181957.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -181965.781250 Penalty: 3680.012695
	Iteration 9Q: 3 clusters Score -181965.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -181972.000000 Penalty: 3680.012695
	Iteration 10Q: 3 clusters Score -181972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -181975.453125 Penalty: 3680.012695
	Iteration 11Q: 3 clusters Score -181975.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -181976.671875 Penalty: 3680.012695
	Iteration 12Q: 3 clusters Score -181976.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -181981.171875 Penalty: 3680.012695
	Iteration 13Q: 3 clusters Score -181981.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -181983.406250 Penalty: 3680.012695
	Iteration 14Q: 3 clusters Score -181983.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -181985.906250 Penalty: 3680.012695
	Iteration 15Q: 3 clusters Score -181985.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -181989.953125 Penalty: 3680.012695
	Iteration 16Q: 3 clusters Score -181990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -181993.968750 Penalty: 3680.012695
	Iteration 17Q: 3 clusters Score -181994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -181997.515625 Penalty: 3680.012695
	Iteration 18Q: 3 clusters Score -181997.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -182001.312500 Penalty: 3680.012695
	Iteration 19Q: 3 clusters Score -182001.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -182002.890625 Penalty: 3680.012695
	Iteration 20F: 3 clusters Score -182002.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (17351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Entering Unmasked Estep 
Score: -1888791.000000 Penalty: 2420.828369
	Iteration 0F: 2 clusters Score -1888791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1876528.625000 Penalty: 4841.656738
	Iteration 0F: 3 clusters Score -1876529 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1880631.250000 Penalty: 4841.656738
	Iteration 1F: 3 clusters Score -1880631 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1881078.625000 Penalty: 4841.656738
	Iteration 2F: 3 clusters Score -1881079 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1881490.250000 Penalty: 4841.656738
	Iteration 3F: 3 clusters Score -1881490 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1881871.125000 Penalty: 4841.656738
	Iteration 4Q: 3 clusters Score -1881871 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1882259.125000 Penalty: 4841.656738
	Iteration 5Q: 3 clusters Score -1882259 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1882665.500000 Penalty: 4841.656738
	Iteration 6Q: 3 clusters Score -1882666 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1883157.250000 Penalty: 4841.656738
	Iteration 7Q: 3 clusters Score -1883157 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1883690.500000 Penalty: 4841.656738
	Iteration 8Q: 3 clusters Score -1883690 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1884261.375000 Penalty: 4841.656738
	Iteration 9Q: 3 clusters Score -1884261 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1884831.125000 Penalty: 4841.656738
	Iteration 10Q: 3 clusters Score -1884831 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1885264.375000 Penalty: 4841.656738
	Iteration 11Q: 3 clusters Score -1885264 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -1885619.125000 Penalty: 4841.656738
	Iteration 12Q: 3 clusters Score -1885619 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -1885922.000000 Penalty: 4841.656738
	Iteration 13Q: 3 clusters Score -1885922 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -1886147.000000 Penalty: 4841.656738
	Iteration 14Q: 3 clusters Score -1886147 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -1886304.000000 Penalty: 4841.656738
	Iteration 15Q: 3 clusters Score -1886304 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -1886393.500000 Penalty: 4841.656738
	Iteration 16Q: 3 clusters Score -1886394 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -1886461.250000 Penalty: 4841.656738
	Iteration 17Q: 3 clusters Score -1886461 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -1886505.875000 Penalty: 4841.656738
	Iteration 18Q: 3 clusters Score -1886506 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -1886547.875000 Penalty: 4841.656738
	Iteration 19Q: 3 clusters Score -1886548 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -1886568.125000 Penalty: 4841.656738
	Iteration 20F: 3 clusters Score -1886568 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -1886590.000000 Penalty: 4841.656738
	Iteration 21Q: 3 clusters Score -1886590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -1886600.500000 Penalty: 4841.656738
	Iteration 22Q: 3 clusters Score -1886600 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -1886624.375000 Penalty: 4841.656738
	Iteration 23Q: 3 clusters Score -1886624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -1886639.500000 Penalty: 4841.656738
	Iteration 24Q: 3 clusters Score -1886640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -1886648.875000 Penalty: 4841.656738
	Iteration 25Q: 3 clusters Score -1886649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -1886659.375000 Penalty: 4841.656738
	Iteration 26Q: 3 clusters Score -1886659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -1886663.000000 Penalty: 4841.656738
	Iteration 27Q: 3 clusters Score -1886663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -1886667.500000 Penalty: 4841.656738
	Iteration 28Q: 3 clusters Score -1886668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -1886669.875000 Penalty: 4841.656738
	Iteration 29Q: 3 clusters Score -1886670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -1886671.625000 Penalty: 4841.656738
	Iteration 30Q: 3 clusters Score -1886672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -1886677.625000 Penalty: 4841.656738
	Iteration 31Q: 3 clusters Score -1886678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -1886683.000000 Penalty: 4841.656738
	Iteration 32Q: 3 clusters Score -1886683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -1886682.750000 Penalty: 4841.656738
	Iteration 33Q: 3 clusters Score -1886683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -1886691.000000 Penalty: 4841.656738
	Iteration 34Q: 3 clusters Score -1886691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -1886695.750000 Penalty: 4841.656738
	Iteration 35Q: 3 clusters Score -1886696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -1886698.875000 Penalty: 4841.656738
	Iteration 36Q: 3 clusters Score -1886699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -1886705.625000 Penalty: 4841.656738
	Iteration 37Q: 3 clusters Score -1886706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -1886717.000000 Penalty: 4841.656738
	Iteration 38Q: 3 clusters Score -1886717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -1886725.375000 Penalty: 4841.656738
	Iteration 39Q: 3 clusters Score -1886725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -1886732.750000 Penalty: 4841.656738
	Iteration 40F: 3 clusters Score -1886733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -1886743.750000 Penalty: 4841.656738
	Iteration 41Q: 3 clusters Score -1886744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -1886750.125000 Penalty: 4841.656738
	Iteration 42Q: 3 clusters Score -1886750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -1886752.500000 Penalty: 4841.656738
	Iteration 43Q: 3 clusters Score -1886752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -1886757.875000 Penalty: 4841.656738
	Iteration 44Q: 3 clusters Score -1886758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -1886763.625000 Penalty: 4841.656738
	Iteration 45Q: 3 clusters Score -1886764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -1886765.250000 Penalty: 4841.656738
	Iteration 46Q: 3 clusters Score -1886765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -1886775.500000 Penalty: 4841.656738
	Iteration 47Q: 3 clusters Score -1886776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -1886783.125000 Penalty: 4841.656738
	Iteration 48Q: 3 clusters Score -1886783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -1886788.875000 Penalty: 4841.656738
	Iteration 49Q: 3 clusters Score -1886789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -1886793.250000 Penalty: 4841.656738
	Iteration 50Q: 3 clusters Score -1886793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -1886795.500000 Penalty: 4841.656738
	Iteration 51Q: 3 clusters Score -1886796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -1886797.000000 Penalty: 4841.656738
	Iteration 52Q: 3 clusters Score -1886797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -1886796.750000 Penalty: 4841.656738
	Iteration 53Q: 3 clusters Score -1886797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -1886802.875000 Penalty: 4841.656738
	Iteration 54Q: 3 clusters Score -1886803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -1886804.750000 Penalty: 4841.656738
	Iteration 55Q: 3 clusters Score -1886805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -1886807.125000 Penalty: 4841.656738
	Iteration 56Q: 3 clusters Score -1886807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -1886808.625000 Penalty: 4841.656738
	Iteration 57Q: 3 clusters Score -1886809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -1886807.750000 Penalty: 4841.656738
	Iteration 58Q: 3 clusters Score -1886808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -1886807.750000 Penalty: 4841.656738
	Iteration 59F: 3 clusters Score -1886808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -15116.720703 Penalty: 1272.214844
	Iteration 0F: 2 clusters Score -15116.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14030.291016 Penalty: 2544.429688
	Iteration 0F: 3 clusters Score -14030.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14124.953125 Penalty: 2544.429688
	Iteration 1F: 3 clusters Score -14124.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14141.697266 Penalty: 2544.429688
	Iteration 2Q: 3 clusters Score -14141.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14146.642578 Penalty: 2544.429688
	Iteration 3Q: 3 clusters Score -14146.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14146.642578 Penalty: 2544.429688
	Iteration 4F: 3 clusters Score -14146.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (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: -369595.281250 Penalty: 2015.229858
	Iteration 0F: 2 clusters Score -369595.3 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 1657 members 
Entering Unmasked Estep 
Score: -366047.531250 Penalty: 4030.459717
	Iteration 0F: 3 clusters Score -366047.5 nChanged 1266
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: -366826.375000 Penalty: 4030.459717
	Iteration 1F: 3 clusters Score -366826.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -366997.250000 Penalty: 4030.459717
	Iteration 2F: 3 clusters Score -366997.2 nChanged 153
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: -367084.718750 Penalty: 4030.459717
	Iteration 3Q: 3 clusters Score -367084.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -367140.187500 Penalty: 4030.459717
	Iteration 4Q: 3 clusters Score -367140.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -367177.843750 Penalty: 4030.459717
	Iteration 5Q: 3 clusters Score -367177.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -367207.437500 Penalty: 4030.459717
	Iteration 6Q: 3 clusters Score -367207.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -367231.875000 Penalty: 4030.459717
	Iteration 7Q: 3 clusters Score -367231.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -367251.031250 Penalty: 4030.459717
	Iteration 8Q: 3 clusters Score -367251 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -367263.281250 Penalty: 4030.459717
	Iteration 9Q: 3 clusters Score -367263.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -367276.937500 Penalty: 4030.459717
	Iteration 10Q: 3 clusters Score -367276.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -367285.218750 Penalty: 4030.459717
	Iteration 11Q: 3 clusters Score -367285.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -367292.906250 Penalty: 4030.459717
	Iteration 12Q: 3 clusters Score -367292.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -367296.656250 Penalty: 4030.459717
	Iteration 13Q: 3 clusters Score -367296.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -367298.562500 Penalty: 4030.459717
	Iteration 14Q: 3 clusters Score -367298.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -367302.281250 Penalty: 4030.459717
	Iteration 15Q: 3 clusters Score -367302.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -367306.687500 Penalty: 4030.459717
	Iteration 16Q: 3 clusters Score -367306.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -367311.093750 Penalty: 4030.459717
	Iteration 17Q: 3 clusters Score -367311.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -367314.562500 Penalty: 4030.459717
	Iteration 18Q: 3 clusters Score -367314.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -367315.625000 Penalty: 4030.459717
	Iteration 19Q: 3 clusters Score -367315.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -367317.656250 Penalty: 4030.459717
	Iteration 20F: 3 clusters Score -367317.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -367320.375000 Penalty: 4030.459717
	Iteration 21Q: 3 clusters Score -367320.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -367320.843750 Penalty: 4030.459717
	Iteration 22Q: 3 clusters Score -367320.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -367321.937500 Penalty: 4030.459717
	Iteration 23Q: 3 clusters Score -367321.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -367323.562500 Penalty: 4030.459717
	Iteration 24Q: 3 clusters Score -367323.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -367323.562500 Penalty: 4030.459717
	Iteration 25F: 3 clusters Score -367323.6 nChanged 0
--- Evaluating fit on full set of 1944630 points ---
Entering Unmasked Estep 
Score: -194929504.000000 Penalty: 204697.515625
21->58 Clusters: Score -194929504.000000, best is -194928032.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 648210 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 31077 members 
Mstep: Class 3 contains 30813 members 
Mstep: Class 4 contains 30681 members 
Mstep: Class 5 contains 31132 members 
Mstep: Class 6 contains 30888 members 
Mstep: Class 7 contains 30774 members 
Mstep: Class 8 contains 30637 members 
Mstep: Class 9 contains 30651 members 
Mstep: Class 10 contains 30721 members 
Mstep: Class 11 contains 30855 members 
Mstep: Class 12 contains 30896 members 
Mstep: Class 13 contains 30756 members 
Mstep: Class 14 contains 30822 members 
Mstep: Class 15 contains 30958 members 
Mstep: Class 16 contains 31219 members 
Mstep: Class 17 contains 31113 members 
Mstep: Class 18 contains 30934 members 
Mstep: Class 19 contains 30957 members 
Mstep: Class 20 contains 30985 members 
Mstep: Class 21 contains 30699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 655.250061 but Gain 3318.734375
Score: -57072512.000000 Penalty: 66374.570312
Iteration 0F: 21 clusters Score -5.707251e+07 nChanged 614435
Entering Unmasked Mstep 
Mstep: Class 0 contains 6859 members 
Mstep: Class 1 contains 63023 members 
Mstep: Class 2 contains 7997 members 
Mstep: Class 3 contains 9504 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 11652 members 
Mstep: Class 6 contains 31389 members 
Mstep: Class 7 contains 23646 members 
Mstep: Class 8 contains 43585 members 
Mstep: Class 9 contains 7440 members 
Mstep: Class 10 contains 8798 members 
Mstep: Class 11 contains 3763 members 
Mstep: Class 12 contains 7232 members 
Mstep: Class 14 contains 20803 members 
Mstep: Class 15 contains 165473 members 
Mstep: Class 16 contains 136625 members 
Mstep: Class 17 contains 14292 members 
Mstep: Class 18 contains 8784 members 
Mstep: Class 19 contains 29172 members 
Mstep: Class 20 contains 22698 members 
Mstep: Class 21 contains 9638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62064336.000000 Penalty: 66374.570312
Iteration 1F: 21 clusters Score -6.206434e+07 nChanged 260035
Entering Unmasked Mstep 
Mstep: Class 0 contains 3606 members 
Mstep: Class 1 contains 100036 members 
Mstep: Class 2 contains 5302 members 
Mstep: Class 3 contains 4861 members 
Mstep: Class 4 contains 13834 members 
Mstep: Class 5 contains 10062 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 23536 members 
Mstep: Class 8 contains 32852 members 
Mstep: Class 9 contains 7263 members 
Mstep: Class 10 contains 7594 members 
Mstep: Class 11 contains 6531 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 14 contains 29823 members 
Mstep: Class 15 contains 172480 members 
Mstep: Class 16 contains 120362 members 
Mstep: Class 17 contains 7294 members 
Mstep: Class 18 contains 6108 members 
Mstep: Class 19 contains 26575 members 
Mstep: Class 20 contains 18625 members 
Mstep: Class 21 contains 10294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -63008020.000000 Penalty: 66374.570312
Iteration 2F: 21 clusters Score -6.300802e+07 nChanged 196239
Entering Unmasked Mstep 
Mstep: Class 0 contains 2663 members 
Mstep: Class 1 contains 137580 members 
Mstep: Class 2 contains 4417 members 
Mstep: Class 3 contains 4330 members 
Mstep: Class 4 contains 17685 members 
Mstep: Class 5 contains 11111 members 
Mstep: Class 6 contains 52263 members 
Mstep: Class 7 contains 23581 members 
Mstep: Class 8 contains 36284 members 
Mstep: Class 9 contains 6012 members 
Mstep: Class 10 contains 10118 members 
Mstep: Class 11 contains 7362 members 
Mstep: Class 12 contains 2176 members 
Mstep: Class 14 contains 26457 members 
Mstep: Class 15 contains 142640 members 
Mstep: Class 16 contains 80779 members 
Mstep: Class 17 contains 6709 members 
Mstep: Class 18 contains 8745 members 
Mstep: Class 19 contains 33373 members 
Mstep: Class 20 contains 19604 members 
Mstep: Class 21 contains 14321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -63574100.000000 Penalty: 66374.570312
Iteration 3F: 21 clusters Score -6.35741e+07 nChanged 140071
Entering Unmasked Mstep 
Mstep: Class 0 contains 1442 members 
Mstep: Class 1 contains 156417 members 
Mstep: Class 2 contains 4868 members 
Mstep: Class 3 contains 4585 members 
Mstep: Class 4 contains 18688 members 
Mstep: Class 5 contains 10004 members 
Mstep: Class 6 contains 54894 members 
Mstep: Class 7 contains 24239 members 
Mstep: Class 8 contains 46270 members 
Mstep: Class 9 contains 5776 members 
Mstep: Class 10 contains 12467 members 
Mstep: Class 11 contains 7375 members 
Mstep: Class 12 contains 1579 members 
Mstep: Class 14 contains 26330 members 
Mstep: Class 15 contains 117660 members 
Mstep: Class 16 contains 57569 members 
Mstep: Class 17 contains 7129 members 
Mstep: Class 18 contains 10548 members 
Mstep: Class 19 contains 37672 members 
Mstep: Class 20 contains 25483 members 
Mstep: Class 21 contains 17215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -63893608.000000 Penalty: 66374.570312
Iteration 4F: 21 clusters Score -6.389361e+07 nChanged 96199
Entering Unmasked Mstep 
Mstep: Class 0 contains 867 members 
Mstep: Class 1 contains 158937 members 
Mstep: Class 2 contains 5450 members 
Mstep: Class 3 contains 5489 members 
Mstep: Class 4 contains 18695 members 
Mstep: Class 5 contains 9225 members 
Mstep: Class 6 contains 50690 members 
Mstep: Class 7 contains 26965 members 
Mstep: Class 8 contains 51418 members 
Mstep: Class 9 contains 6010 members 
Mstep: Class 10 contains 15056 members 
Mstep: Class 11 contains 6694 members 
Mstep: Class 12 contains 1451 members 
Mstep: Class 14 contains 26479 members 
Mstep: Class 15 contains 98865 members 
Mstep: Class 16 contains 54983 members 
Mstep: Class 17 contains 6818 members 
Mstep: Class 18 contains 11347 members 
Mstep: Class 19 contains 40863 members 
Mstep: Class 20 contains 32637 members 
Mstep: Class 21 contains 19271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64110844.000000 Penalty: 66374.570312
Iteration 5F: 21 clusters Score -6.411084e+07 nChanged 70335
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 153264 members 
Mstep: Class 2 contains 6060 members 
Mstep: Class 3 contains 6172 members 
Mstep: Class 4 contains 18417 members 
Mstep: Class 5 contains 9111 members 
Mstep: Class 6 contains 47311 members 
Mstep: Class 7 contains 28694 members 
Mstep: Class 8 contains 52942 members 
Mstep: Class 9 contains 6735 members 
Mstep: Class 10 contains 17451 members 
Mstep: Class 11 contains 6456 members 
Mstep: Class 12 contains 1474 members 
Mstep: Class 14 contains 26043 members 
Mstep: Class 15 contains 83980 members 
Mstep: Class 16 contains 63752 members 
Mstep: Class 17 contains 6182 members 
Mstep: Class 18 contains 12779 members 
Mstep: Class 19 contains 42464 members 
Mstep: Class 20 contains 38179 members 
Mstep: Class 21 contains 20728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64221828.000000 Penalty: 66374.570312
Iteration 6F: 21 clusters Score -6.422183e+07 nChanged 50461
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 147692 members 
Mstep: Class 2 contains 6657 members 
Mstep: Class 3 contains 6823 members 
Mstep: Class 4 contains 17669 members 
Mstep: Class 5 contains 9164 members 
Mstep: Class 6 contains 45972 members 
Mstep: Class 7 contains 30234 members 
Mstep: Class 8 contains 53237 members 
Mstep: Class 9 contains 7924 members 
Mstep: Class 10 contains 19313 members 
Mstep: Class 11 contains 5512 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 14 contains 25233 members 
Mstep: Class 15 contains 73357 members 
Mstep: Class 16 contains 70108 members 
Mstep: Class 17 contains 5556 members 
Mstep: Class 18 contains 13714 members 
Mstep: Class 19 contains 43866 members 
Mstep: Class 20 contains 42475 members 
Mstep: Class 21 contains 22279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64274972.000000 Penalty: 66374.570312
Iteration 7F: 21 clusters Score -6.427497e+07 nChanged 37496
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 143743 members 
Mstep: Class 2 contains 7357 members 
Mstep: Class 3 contains 7285 members 
Mstep: Class 4 contains 16987 members 
Mstep: Class 5 contains 9164 members 
Mstep: Class 6 contains 44824 members 
Mstep: Class 7 contains 31233 members 
Mstep: Class 8 contains 53608 members 
Mstep: Class 9 contains 9517 members 
Mstep: Class 10 contains 20771 members 
Mstep: Class 11 contains 4873 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 14 contains 23861 members 
Mstep: Class 15 contains 65523 members 
Mstep: Class 16 contains 73431 members 
Mstep: Class 17 contains 4947 members 
Mstep: Class 18 contains 14709 members 
Mstep: Class 19 contains 45390 members 
Mstep: Class 20 contains 45800 members 
Mstep: Class 21 contains 23904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64311384.000000 Penalty: 66374.570312
Iteration 8F: 21 clusters Score -6.431138e+07 nChanged 29759
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 140521 members 
Mstep: Class 2 contains 8126 members 
Mstep: Class 3 contains 7714 members 
Mstep: Class 4 contains 16441 members 
Mstep: Class 5 contains 9159 members 
Mstep: Class 6 contains 43227 members 
Mstep: Class 7 contains 31961 members 
Mstep: Class 8 contains 54089 members 
Mstep: Class 9 contains 11427 members 
Mstep: Class 10 contains 22141 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 1166 members 
Mstep: Class 14 contains 22366 members 
Mstep: Class 15 contains 60280 members 
Mstep: Class 16 contains 75328 members 
Mstep: Class 17 contains 4364 members 
Mstep: Class 18 contains 15663 members 
Mstep: Class 19 contains 46896 members 
Mstep: Class 20 contains 47745 members 
Mstep: Class 21 contains 25229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64345612.000000 Penalty: 66374.570312
Iteration 9Q: 21 clusters Score -6.434561e+07 nChanged 26192
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 136868 members 
Mstep: Class 2 contains 8921 members 
Mstep: Class 3 contains 8231 members 
Mstep: Class 4 contains 15948 members 
Mstep: Class 5 contains 9178 members 
Mstep: Class 6 contains 41442 members 
Mstep: Class 7 contains 32503 members 
Mstep: Class 8 contains 54598 members 
Mstep: Class 9 contains 13571 members 
Mstep: Class 10 contains 23557 members 
Mstep: Class 11 contains 3899 members 
Mstep: Class 12 contains 1112 members 
Mstep: Class 14 contains 20833 members 
Mstep: Class 15 contains 57806 members 
Mstep: Class 16 contains 76556 members 
Mstep: Class 17 contains 3846 members 
Mstep: Class 18 contains 16710 members 
Mstep: Class 19 contains 48383 members 
Mstep: Class 20 contains 48107 members 
Mstep: Class 21 contains 26120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64381004.000000 Penalty: 66374.570312
Iteration 10Q: 21 clusters Score -6.4381e+07 nChanged 23938
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 132932 members 
Mstep: Class 2 contains 9802 members 
Mstep: Class 3 contains 8793 members 
Mstep: Class 4 contains 15479 members 
Mstep: Class 5 contains 9190 members 
Mstep: Class 6 contains 39677 members 
Mstep: Class 7 contains 32882 members 
Mstep: Class 8 contains 55013 members 
Mstep: Class 9 contains 15593 members 
Mstep: Class 10 contains 25156 members 
Mstep: Class 11 contains 3722 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 14 contains 19253 members 
Mstep: Class 15 contains 57419 members 
Mstep: Class 16 contains 77332 members 
Mstep: Class 17 contains 3417 members 
Mstep: Class 18 contains 17697 members 
Mstep: Class 19 contains 49875 members 
Mstep: Class 20 contains 47272 members 
Mstep: Class 21 contains 26591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64411536.000000 Penalty: 66374.570312
Iteration 11Q: 21 clusters Score -6.441154e+07 nChanged 22209
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 128636 members 
Mstep: Class 2 contains 10694 members 
Mstep: Class 3 contains 9239 members 
Mstep: Class 4 contains 15048 members 
Mstep: Class 5 contains 9200 members 
Mstep: Class 6 contains 38368 members 
Mstep: Class 7 contains 33149 members 
Mstep: Class 8 contains 55268 members 
Mstep: Class 9 contains 17394 members 
Mstep: Class 10 contains 26926 members 
Mstep: Class 11 contains 3672 members 
Mstep: Class 12 contains 1110 members 
Mstep: Class 14 contains 17847 members 
Mstep: Class 15 contains 58166 members 
Mstep: Class 16 contains 77880 members 
Mstep: Class 17 contains 3105 members 
Mstep: Class 18 contains 18785 members 
Mstep: Class 19 contains 51305 members 
Mstep: Class 20 contains 45759 members 
Mstep: Class 21 contains 26612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64434720.000000 Penalty: 66374.570312
Iteration 12Q: 21 clusters Score -6.443472e+07 nChanged 20693
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 124065 members 
Mstep: Class 2 contains 11500 members 
Mstep: Class 3 contains 9588 members 
Mstep: Class 4 contains 14632 members 
Mstep: Class 5 contains 9099 members 
Mstep: Class 6 contains 38046 members 
Mstep: Class 7 contains 33294 members 
Mstep: Class 8 contains 55216 members 
Mstep: Class 9 contains 18931 members 
Mstep: Class 10 contains 28367 members 
Mstep: Class 11 contains 3653 members 
Mstep: Class 12 contains 1144 members 
Mstep: Class 14 contains 16799 members 
Mstep: Class 15 contains 59838 members 
Mstep: Class 16 contains 78331 members 
Mstep: Class 17 contains 2912 members 
Mstep: Class 18 contains 19973 members 
Mstep: Class 19 contains 52707 members 
Mstep: Class 20 contains 43605 members 
Mstep: Class 21 contains 26445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64452756.000000 Penalty: 66374.570312
Iteration 13Q: 21 clusters Score -6.445276e+07 nChanged 18616
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 119867 members 
Mstep: Class 2 contains 12123 members 
Mstep: Class 3 contains 9871 members 
Mstep: Class 4 contains 14238 members 
Mstep: Class 5 contains 9016 members 
Mstep: Class 6 contains 38602 members 
Mstep: Class 7 contains 33326 members 
Mstep: Class 8 contains 54672 members 
Mstep: Class 9 contains 20163 members 
Mstep: Class 10 contains 29437 members 
Mstep: Class 11 contains 3646 members 
Mstep: Class 12 contains 1175 members 
Mstep: Class 14 contains 16095 members 
Mstep: Class 15 contains 62210 members 
Mstep: Class 16 contains 78729 members 
Mstep: Class 17 contains 2779 members 
Mstep: Class 18 contains 21088 members 
Mstep: Class 19 contains 53914 members 
Mstep: Class 20 contains 40941 members 
Mstep: Class 21 contains 26246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64466736.000000 Penalty: 66374.570312
Iteration 14Q: 21 clusters Score -6.446674e+07 nChanged 16168
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 116400 members 
Mstep: Class 2 contains 12601 members 
Mstep: Class 3 contains 10072 members 
Mstep: Class 4 contains 13937 members 
Mstep: Class 5 contains 8946 members 
Mstep: Class 6 contains 39381 members 
Mstep: Class 7 contains 33293 members 
Mstep: Class 8 contains 53873 members 
Mstep: Class 9 contains 21003 members 
Mstep: Class 10 contains 30112 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 14 contains 15684 members 
Mstep: Class 15 contains 65203 members 
Mstep: Class 16 contains 79156 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 18 contains 22076 members 
Mstep: Class 19 contains 54876 members 
Mstep: Class 20 contains 37776 members 
Mstep: Class 21 contains 26204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64475992.000000 Penalty: 66374.570312
Iteration 15Q: 21 clusters Score -6.447599e+07 nChanged 14281
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 113576 members 
Mstep: Class 2 contains 12918 members 
Mstep: Class 3 contains 10220 members 
Mstep: Class 4 contains 13732 members 
Mstep: Class 5 contains 8938 members 
Mstep: Class 6 contains 40147 members 
Mstep: Class 7 contains 33228 members 
Mstep: Class 8 contains 52888 members 
Mstep: Class 9 contains 21581 members 
Mstep: Class 10 contains 30756 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 1231 members 
Mstep: Class 14 contains 15492 members 
Mstep: Class 15 contains 68802 members 
Mstep: Class 16 contains 79593 members 
Mstep: Class 17 contains 2654 members 
Mstep: Class 18 contains 22856 members 
Mstep: Class 19 contains 55548 members 
Mstep: Class 20 contains 34041 members 
Mstep: Class 21 contains 26291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64483200.000000 Penalty: 66374.570312
Iteration 16Q: 21 clusters Score -6.44832e+07 nChanged 12759
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 111258 members 
Mstep: Class 2 contains 13170 members 
Mstep: Class 3 contains 10346 members 
Mstep: Class 4 contains 13587 members 
Mstep: Class 5 contains 8970 members 
Mstep: Class 6 contains 40799 members 
Mstep: Class 7 contains 33147 members 
Mstep: Class 8 contains 51812 members 
Mstep: Class 9 contains 21915 members 
Mstep: Class 10 contains 31389 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 1235 members 
Mstep: Class 14 contains 15406 members 
Mstep: Class 15 contains 72851 members 
Mstep: Class 16 contains 80088 members 
Mstep: Class 17 contains 2668 members 
Mstep: Class 18 contains 23567 members 
Mstep: Class 19 contains 55948 members 
Mstep: Class 20 contains 29894 members 
Mstep: Class 21 contains 26442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64489316.000000 Penalty: 66374.570312
Iteration 17Q: 21 clusters Score -6.448932e+07 nChanged 11918
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 109273 members 
Mstep: Class 2 contains 13374 members 
Mstep: Class 3 contains 10447 members 
Mstep: Class 4 contains 13488 members 
Mstep: Class 5 contains 9001 members 
Mstep: Class 6 contains 41414 members 
Mstep: Class 7 contains 33074 members 
Mstep: Class 8 contains 50634 members 
Mstep: Class 9 contains 22141 members 
Mstep: Class 10 contains 32091 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 1240 members 
Mstep: Class 14 contains 15389 members 
Mstep: Class 15 contains 77144 members 
Mstep: Class 16 contains 80572 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 24136 members 
Mstep: Class 19 contains 56168 members 
Mstep: Class 20 contains 25530 members 
Mstep: Class 21 contains 26609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64495716.000000 Penalty: 66374.570312
Iteration 18Q: 21 clusters Score -6.449572e+07 nChanged 10879
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 107479 members 
Mstep: Class 2 contains 13541 members 
Mstep: Class 3 contains 10568 members 
Mstep: Class 4 contains 13383 members 
Mstep: Class 5 contains 9068 members 
Mstep: Class 6 contains 42063 members 
Mstep: Class 7 contains 33009 members 
Mstep: Class 8 contains 49343 members 
Mstep: Class 9 contains 22324 members 
Mstep: Class 10 contains 32876 members 
Mstep: Class 11 contains 3645 members 
Mstep: Class 12 contains 1239 members 
Mstep: Class 14 contains 15404 members 
Mstep: Class 15 contains 80920 members 
Mstep: Class 16 contains 81039 members 
Mstep: Class 17 contains 2937 members 
Mstep: Class 18 contains 24621 members 
Mstep: Class 19 contains 56259 members 
Mstep: Class 20 contains 21676 members 
Mstep: Class 21 contains 26742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64500968.000000 Penalty: 66374.570312
Iteration 19Q: 21 clusters Score -6.450097e+07 nChanged 9443
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 105864 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 10649 members 
Mstep: Class 4 contains 13312 members 
Mstep: Class 5 contains 9126 members 
Mstep: Class 6 contains 42679 members 
Mstep: Class 7 contains 32953 members 
Mstep: Class 8 contains 48002 members 
Mstep: Class 9 contains 22419 members 
Mstep: Class 10 contains 33789 members 
Mstep: Class 11 contains 3645 members 
Mstep: Class 12 contains 1245 members 
Mstep: Class 14 contains 15446 members 
Mstep: Class 15 contains 83762 members 
Mstep: Class 16 contains 81540 members 
Mstep: Class 17 contains 3108 members 
Mstep: Class 18 contains 25025 members 
Mstep: Class 19 contains 56235 members 
Mstep: Class 20 contains 18758 members 
Mstep: Class 21 contains 26887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64506876.000000 Penalty: 66374.570312
Iteration 20F: 21 clusters Score -6.450688e+07 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 103865 members 
Mstep: Class 2 contains 13871 members 
Mstep: Class 3 contains 10706 members 
Mstep: Class 4 contains 13234 members 
Mstep: Class 5 contains 9121 members 
Mstep: Class 6 contains 44041 members 
Mstep: Class 7 contains 32923 members 
Mstep: Class 8 contains 46684 members 
Mstep: Class 9 contains 23394 members 
Mstep: Class 10 contains 34754 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 14 contains 14744 members 
Mstep: Class 15 contains 85938 members 
Mstep: Class 16 contains 82014 members 
Mstep: Class 17 contains 3250 members 
Mstep: Class 18 contains 25135 members 
Mstep: Class 19 contains 56079 members 
Mstep: Class 20 contains 16522 members 
Mstep: Class 21 contains 26964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64512068.000000 Penalty: 66374.570312
Iteration 21Q: 21 clusters Score -6.451207e+07 nChanged 9836
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 101712 members 
Mstep: Class 2 contains 14053 members 
Mstep: Class 3 contains 10737 members 
Mstep: Class 4 contains 13118 members 
Mstep: Class 5 contains 9166 members 
Mstep: Class 6 contains 45606 members 
Mstep: Class 7 contains 32880 members 
Mstep: Class 8 contains 45319 members 
Mstep: Class 9 contains 24049 members 
Mstep: Class 10 contains 35755 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 14 contains 14285 members 
Mstep: Class 15 contains 87460 members 
Mstep: Class 16 contains 82503 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 25215 members 
Mstep: Class 19 contains 55952 members 
Mstep: Class 20 contains 14936 members 
Mstep: Class 21 contains 27106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64517456.000000 Penalty: 66374.570312
Iteration 22Q: 21 clusters Score -6.451746e+07 nChanged 9836
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 99188 members 
Mstep: Class 2 contains 14216 members 
Mstep: Class 3 contains 10765 members 
Mstep: Class 4 contains 13086 members 
Mstep: Class 5 contains 9224 members 
Mstep: Class 6 contains 47651 members 
Mstep: Class 7 contains 32850 members 
Mstep: Class 8 contains 43976 members 
Mstep: Class 9 contains 24521 members 
Mstep: Class 10 contains 36763 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 1297 members 
Mstep: Class 14 contains 13892 members 
Mstep: Class 15 contains 88561 members 
Mstep: Class 16 contains 82967 members 
Mstep: Class 17 contains 3476 members 
Mstep: Class 18 contains 25249 members 
Mstep: Class 19 contains 55713 members 
Mstep: Class 20 contains 13769 members 
Mstep: Class 21 contains 27331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64523032.000000 Penalty: 66374.570312
Iteration 23Q: 21 clusters Score -6.452303e+07 nChanged 10210
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 96148 members 
Mstep: Class 2 contains 14359 members 
Mstep: Class 3 contains 10789 members 
Mstep: Class 4 contains 13084 members 
Mstep: Class 5 contains 9267 members 
Mstep: Class 6 contains 50362 members 
Mstep: Class 7 contains 32834 members 
Mstep: Class 8 contains 42641 members 
Mstep: Class 9 contains 24841 members 
Mstep: Class 10 contains 37760 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 1357 members 
Mstep: Class 14 contains 13595 members 
Mstep: Class 15 contains 89353 members 
Mstep: Class 16 contains 83360 members 
Mstep: Class 17 contains 3633 members 
Mstep: Class 18 contains 25251 members 
Mstep: Class 19 contains 55415 members 
Mstep: Class 20 contains 12884 members 
Mstep: Class 21 contains 27562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64531116.000000 Penalty: 66374.570312
Iteration 24Q: 21 clusters Score -6.453112e+07 nChanged 10219
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 93121 members 
Mstep: Class 2 contains 14472 members 
Mstep: Class 3 contains 10812 members 
Mstep: Class 4 contains 13102 members 
Mstep: Class 5 contains 9353 members 
Mstep: Class 6 contains 53035 members 
Mstep: Class 7 contains 32848 members 
Mstep: Class 8 contains 41436 members 
Mstep: Class 9 contains 25073 members 
Mstep: Class 10 contains 38605 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 1420 members 
Mstep: Class 14 contains 13343 members 
Mstep: Class 15 contains 89905 members 
Mstep: Class 16 contains 83661 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 25328 members 
Mstep: Class 19 contains 55096 members 
Mstep: Class 20 contains 12224 members 
Mstep: Class 21 contains 27798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64538732.000000 Penalty: 66374.570312
Iteration 25Q: 21 clusters Score -6.453873e+07 nChanged 9381
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 90906 members 
Mstep: Class 2 contains 14550 members 
Mstep: Class 3 contains 10823 members 
Mstep: Class 4 contains 13151 members 
Mstep: Class 5 contains 9474 members 
Mstep: Class 6 contains 54896 members 
Mstep: Class 7 contains 32881 members 
Mstep: Class 8 contains 40287 members 
Mstep: Class 9 contains 25214 members 
Mstep: Class 10 contains 39400 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 1474 members 
Mstep: Class 14 contains 13131 members 
Mstep: Class 15 contains 90301 members 
Mstep: Class 16 contains 83914 members 
Mstep: Class 17 contains 4180 members 
Mstep: Class 18 contains 25454 members 
Mstep: Class 19 contains 54685 members 
Mstep: Class 20 contains 11733 members 
Mstep: Class 21 contains 28043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64543796.000000 Penalty: 66374.570312
Iteration 26Q: 21 clusters Score -6.45438e+07 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 89501 members 
Mstep: Class 2 contains 14628 members 
Mstep: Class 3 contains 10839 members 
Mstep: Class 4 contains 13219 members 
Mstep: Class 5 contains 9574 members 
Mstep: Class 6 contains 55840 members 
Mstep: Class 7 contains 32884 members 
Mstep: Class 8 contains 39233 members 
Mstep: Class 9 contains 25311 members 
Mstep: Class 10 contains 40092 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 1523 members 
Mstep: Class 14 contains 12949 members 
Mstep: Class 15 contains 90610 members 
Mstep: Class 16 contains 84128 members 
Mstep: Class 17 contains 4573 members 
Mstep: Class 18 contains 25723 members 
Mstep: Class 19 contains 54262 members 
Mstep: Class 20 contains 11350 members 
Mstep: Class 21 contains 28258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64547112.000000 Penalty: 66374.570312
Iteration 27Q: 21 clusters Score -6.454711e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 88633 members 
Mstep: Class 2 contains 14700 members 
Mstep: Class 3 contains 10858 members 
Mstep: Class 4 contains 13267 members 
Mstep: Class 5 contains 9666 members 
Mstep: Class 6 contains 56244 members 
Mstep: Class 7 contains 32905 members 
Mstep: Class 8 contains 38201 members 
Mstep: Class 9 contains 25397 members 
Mstep: Class 10 contains 40804 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 14 contains 12810 members 
Mstep: Class 15 contains 90830 members 
Mstep: Class 16 contains 84319 members 
Mstep: Class 17 contains 4990 members 
Mstep: Class 18 contains 26023 members 
Mstep: Class 19 contains 53817 members 
Mstep: Class 20 contains 11070 members 
Mstep: Class 21 contains 28401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64549132.000000 Penalty: 66374.570312
Iteration 28Q: 21 clusters Score -6.454913e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 88135 members 
Mstep: Class 2 contains 14771 members 
Mstep: Class 3 contains 10862 members 
Mstep: Class 4 contains 13337 members 
Mstep: Class 5 contains 9748 members 
Mstep: Class 6 contains 56317 members 
Mstep: Class 7 contains 32927 members 
Mstep: Class 8 contains 37186 members 
Mstep: Class 9 contains 25447 members 
Mstep: Class 10 contains 41499 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 1589 members 
Mstep: Class 14 contains 12714 members 
Mstep: Class 15 contains 91034 members 
Mstep: Class 16 contains 84439 members 
Mstep: Class 17 contains 5391 members 
Mstep: Class 18 contains 26363 members 
Mstep: Class 19 contains 53402 members 
Mstep: Class 20 contains 10834 members 
Mstep: Class 21 contains 28502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64551048.000000 Penalty: 66374.570312
Iteration 29Q: 21 clusters Score -6.455105e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 87813 members 
Mstep: Class 2 contains 14818 members 
Mstep: Class 3 contains 10898 members 
Mstep: Class 4 contains 13424 members 
Mstep: Class 5 contains 9817 members 
Mstep: Class 6 contains 56244 members 
Mstep: Class 7 contains 32913 members 
Mstep: Class 8 contains 36218 members 
Mstep: Class 9 contains 25477 members 
Mstep: Class 10 contains 42183 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 14 contains 12640 members 
Mstep: Class 15 contains 91227 members 
Mstep: Class 16 contains 84540 members 
Mstep: Class 17 contains 5793 members 
Mstep: Class 18 contains 26682 members 
Mstep: Class 19 contains 52995 members 
Mstep: Class 20 contains 10622 members 
Mstep: Class 21 contains 28585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64553492.000000 Penalty: 66374.570312
Iteration 30Q: 21 clusters Score -6.455349e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 87633 members 
Mstep: Class 2 contains 14851 members 
Mstep: Class 3 contains 10917 members 
Mstep: Class 4 contains 13517 members 
Mstep: Class 5 contains 9889 members 
Mstep: Class 6 contains 56081 members 
Mstep: Class 7 contains 32893 members 
Mstep: Class 8 contains 35291 members 
Mstep: Class 9 contains 25510 members 
Mstep: Class 10 contains 42857 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 1621 members 
Mstep: Class 14 contains 12582 members 
Mstep: Class 15 contains 91361 members 
Mstep: Class 16 contains 84567 members 
Mstep: Class 17 contains 6235 members 
Mstep: Class 18 contains 26976 members 
Mstep: Class 19 contains 52569 members 
Mstep: Class 20 contains 10473 members 
Mstep: Class 21 contains 28674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64555404.000000 Penalty: 66374.570312
Iteration 31Q: 21 clusters Score -6.45554e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 87513 members 
Mstep: Class 2 contains 14856 members 
Mstep: Class 3 contains 10924 members 
Mstep: Class 4 contains 13597 members 
Mstep: Class 5 contains 9937 members 
Mstep: Class 6 contains 55963 members 
Mstep: Class 7 contains 32876 members 
Mstep: Class 8 contains 34351 members 
Mstep: Class 9 contains 25537 members 
Mstep: Class 10 contains 43570 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 1633 members 
Mstep: Class 14 contains 12539 members 
Mstep: Class 15 contains 91477 members 
Mstep: Class 16 contains 84538 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 27302 members 
Mstep: Class 19 contains 52139 members 
Mstep: Class 20 contains 10351 members 
Mstep: Class 21 contains 28768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64557352.000000 Penalty: 66374.570312
Iteration 32Q: 21 clusters Score -6.455735e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 87419 members 
Mstep: Class 2 contains 14891 members 
Mstep: Class 3 contains 10912 members 
Mstep: Class 4 contains 13687 members 
Mstep: Class 5 contains 9984 members 
Mstep: Class 6 contains 55955 members 
Mstep: Class 7 contains 32856 members 
Mstep: Class 8 contains 33448 members 
Mstep: Class 9 contains 25561 members 
Mstep: Class 10 contains 44287 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 14 contains 12490 members 
Mstep: Class 15 contains 91573 members 
Mstep: Class 16 contains 84448 members 
Mstep: Class 17 contains 6939 members 
Mstep: Class 18 contains 27618 members 
Mstep: Class 19 contains 51751 members 
Mstep: Class 20 contains 10267 members 
Mstep: Class 21 contains 28774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64558628.000000 Penalty: 66374.570312
Iteration 33Q: 21 clusters Score -6.455863e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 87334 members 
Mstep: Class 2 contains 14918 members 
Mstep: Class 3 contains 10894 members 
Mstep: Class 4 contains 13795 members 
Mstep: Class 5 contains 10030 members 
Mstep: Class 6 contains 56052 members 
Mstep: Class 7 contains 32809 members 
Mstep: Class 8 contains 32481 members 
Mstep: Class 9 contains 25584 members 
Mstep: Class 10 contains 45095 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 1640 members 
Mstep: Class 14 contains 12441 members 
Mstep: Class 15 contains 91659 members 
Mstep: Class 16 contains 84334 members 
Mstep: Class 17 contains 7119 members 
Mstep: Class 18 contains 27929 members 
Mstep: Class 19 contains 51376 members 
Mstep: Class 20 contains 10197 members 
Mstep: Class 21 contains 28810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64560104.000000 Penalty: 66374.570312
Iteration 34Q: 21 clusters Score -6.45601e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 87321 members 
Mstep: Class 2 contains 14923 members 
Mstep: Class 3 contains 10866 members 
Mstep: Class 4 contains 13866 members 
Mstep: Class 5 contains 10093 members 
Mstep: Class 6 contains 56182 members 
Mstep: Class 7 contains 32748 members 
Mstep: Class 8 contains 31494 members 
Mstep: Class 9 contains 25591 members 
Mstep: Class 10 contains 45885 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 1643 members 
Mstep: Class 14 contains 12420 members 
Mstep: Class 15 contains 91723 members 
Mstep: Class 16 contains 84217 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 28223 members 
Mstep: Class 19 contains 51080 members 
Mstep: Class 20 contains 10150 members 
Mstep: Class 21 contains 28832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64561312.000000 Penalty: 66374.570312
Iteration 35Q: 21 clusters Score -6.456131e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 87322 members 
Mstep: Class 2 contains 14910 members 
Mstep: Class 3 contains 10850 members 
Mstep: Class 4 contains 13954 members 
Mstep: Class 5 contains 10136 members 
Mstep: Class 6 contains 56395 members 
Mstep: Class 7 contains 32705 members 
Mstep: Class 8 contains 30558 members 
Mstep: Class 9 contains 25613 members 
Mstep: Class 10 contains 46648 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 1644 members 
Mstep: Class 14 contains 12393 members 
Mstep: Class 15 contains 91759 members 
Mstep: Class 16 contains 84052 members 
Mstep: Class 17 contains 7314 members 
Mstep: Class 18 contains 28500 members 
Mstep: Class 19 contains 50813 members 
Mstep: Class 20 contains 10118 members 
Mstep: Class 21 contains 28813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64562496.000000 Penalty: 66374.570312
Iteration 36Q: 21 clusters Score -6.45625e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 87387 members 
Mstep: Class 2 contains 14885 members 
Mstep: Class 3 contains 10843 members 
Mstep: Class 4 contains 14017 members 
Mstep: Class 5 contains 10175 members 
Mstep: Class 6 contains 56615 members 
Mstep: Class 7 contains 32643 members 
Mstep: Class 8 contains 29630 members 
Mstep: Class 9 contains 25635 members 
Mstep: Class 10 contains 47449 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 1647 members 
Mstep: Class 14 contains 12364 members 
Mstep: Class 15 contains 91788 members 
Mstep: Class 16 contains 83869 members 
Mstep: Class 17 contains 7388 members 
Mstep: Class 18 contains 28750 members 
Mstep: Class 19 contains 50562 members 
Mstep: Class 20 contains 10089 members 
Mstep: Class 21 contains 28761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64563736.000000 Penalty: 66374.570312
Iteration 37Q: 21 clusters Score -6.456374e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 87460 members 
Mstep: Class 2 contains 14840 members 
Mstep: Class 3 contains 10839 members 
Mstep: Class 4 contains 14093 members 
Mstep: Class 5 contains 10211 members 
Mstep: Class 6 contains 56836 members 
Mstep: Class 7 contains 32592 members 
Mstep: Class 8 contains 28719 members 
Mstep: Class 9 contains 25667 members 
Mstep: Class 10 contains 48305 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 1648 members 
Mstep: Class 14 contains 12334 members 
Mstep: Class 15 contains 91807 members 
Mstep: Class 16 contains 83629 members 
Mstep: Class 17 contains 7431 members 
Mstep: Class 18 contains 28979 members 
Mstep: Class 19 contains 50293 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 28747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64565640.000000 Penalty: 66374.570312
Iteration 38Q: 21 clusters Score -6.456564e+07 nChanged 3505
Entering ConstructFrom: 
Score: -64565640.000000 Penalty: 66374.570312
Entering ConstructFrom: 
Trying to split cluster 1 (87557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87557 members 
Entering Unmasked Estep 
Score: -9361938.000000 Penalty: 2822.251221
	Iteration 0F: 2 clusters Score -9361938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 43814 members 
Entering Unmasked Estep 
Score: -9303353.000000 Penalty: 5644.502441
	Iteration 0F: 3 clusters Score -9303353 nChanged 41242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 44206 members 
Entering Unmasked Estep 
Score: -9327380.000000 Penalty: 5644.502441
	Iteration 1F: 3 clusters Score -9327380 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -9328979.000000 Penalty: 5644.502441
	Iteration 2Q: 3 clusters Score -9328979 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -9331904.000000 Penalty: 5644.502441
	Iteration 3F: 3 clusters Score -9331904 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -9337046.000000 Penalty: 5644.502441
	Iteration 4F: 3 clusters Score -9337046 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -9343878.000000 Penalty: 5644.502441
	Iteration 5F: 3 clusters Score -9343878 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 49790 members 
Entering Unmasked Estep 
Score: -9350897.000000 Penalty: 5644.502441
	Iteration 6F: 3 clusters Score -9350897 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 50222 members 
Entering Unmasked Estep 
Score: -9355908.000000 Penalty: 5644.502441
	Iteration 7F: 3 clusters Score -9355908 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 49815 members 
Entering Unmasked Estep 
Score: -9358893.000000 Penalty: 5644.502441
	Iteration 8F: 3 clusters Score -9358893 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 49056 members 
Entering Unmasked Estep 
Score: -9360331.000000 Penalty: 5644.502441
	Iteration 9Q: 3 clusters Score -9360331 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 48289 members 
Entering Unmasked Estep 
Score: -9360930.000000 Penalty: 5644.502441
	Iteration 10Q: 3 clusters Score -9360930 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -9361230.000000 Penalty: 5644.502441
	Iteration 11Q: 3 clusters Score -9361230 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 46948 members 
Entering Unmasked Estep 
Score: -9361438.000000 Penalty: 5644.502441
	Iteration 12Q: 3 clusters Score -9361438 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 46378 members 
Entering Unmasked Estep 
Score: -9361555.000000 Penalty: 5644.502441
	Iteration 13Q: 3 clusters Score -9361555 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -9361649.000000 Penalty: 5644.502441
	Iteration 14Q: 3 clusters Score -9361649 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42239 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -9361759.000000 Penalty: 5644.502441
	Iteration 15Q: 3 clusters Score -9361759 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -9361866.000000 Penalty: 5644.502441
	Iteration 16Q: 3 clusters Score -9361866 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 44293 members 
Entering Unmasked Estep 
Score: -9361946.000000 Penalty: 5644.502441
	Iteration 17Q: 3 clusters Score -9361946 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -9362035.000000 Penalty: 5644.502441
	Iteration 18Q: 3 clusters Score -9362035 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -9362076.000000 Penalty: 5644.502441
	Iteration 19Q: 3 clusters Score -9362076 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -9362106.000000 Penalty: 5644.502441
	Iteration 20F: 3 clusters Score -9362106 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -9362183.000000 Penalty: 5644.502441
	Iteration 21Q: 3 clusters Score -9362183 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -9362307.000000 Penalty: 5644.502441
	Iteration 22Q: 3 clusters Score -9362307 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -9362365.000000 Penalty: 5644.502441
	Iteration 23Q: 3 clusters Score -9362365 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -9362433.000000 Penalty: 5644.502441
	Iteration 24Q: 3 clusters Score -9362433 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -9362522.000000 Penalty: 5644.502441
	Iteration 25Q: 3 clusters Score -9362522 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -9362580.000000 Penalty: 5644.502441
	Iteration 26Q: 3 clusters Score -9362580 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47612 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -9362604.000000 Penalty: 5644.502441
	Iteration 27Q: 3 clusters Score -9362604 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47971 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -9362630.000000 Penalty: 5644.502441
	Iteration 28Q: 3 clusters Score -9362630 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48332 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -9362656.000000 Penalty: 5644.502441
	Iteration 29Q: 3 clusters Score -9362656 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48687 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -9362684.000000 Penalty: 5644.502441
	Iteration 30Q: 3 clusters Score -9362684 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49039 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -9362748.000000 Penalty: 5644.502441
	Iteration 31Q: 3 clusters Score -9362748 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -9362804.000000 Penalty: 5644.502441
	Iteration 32Q: 3 clusters Score -9362804 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49726 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -9362866.000000 Penalty: 5644.502441
	Iteration 33Q: 3 clusters Score -9362866 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -9362870.000000 Penalty: 5644.502441
	Iteration 34Q: 3 clusters Score -9362870 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -9362902.000000 Penalty: 5644.502441
	Iteration 35Q: 3 clusters Score -9362902 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50716 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
Score: -9362929.000000 Penalty: 5644.502441
	Iteration 36Q: 3 clusters Score -9362929 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51033 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -9362991.000000 Penalty: 5644.502441
	Iteration 37Q: 3 clusters Score -9362991 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51339 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -9363023.000000 Penalty: 5644.502441
	Iteration 38Q: 3 clusters Score -9363023 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51633 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -9363050.000000 Penalty: 5644.502441
	Iteration 39Q: 3 clusters Score -9363050 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -9363051.000000 Penalty: 5644.502441
	Iteration 40F: 3 clusters Score -9363051 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52166 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -9363074.000000 Penalty: 5644.502441
	Iteration 41Q: 3 clusters Score -9363074 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52421 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -9363123.000000 Penalty: 5644.502441
	Iteration 42Q: 3 clusters Score -9363123 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52668 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -9363159.000000 Penalty: 5644.502441
	Iteration 43Q: 3 clusters Score -9363159 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52922 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -9363176.000000 Penalty: 5644.502441
	Iteration 44Q: 3 clusters Score -9363176 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53182 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -9363164.000000 Penalty: 5644.502441
	Iteration 45Q: 3 clusters Score -9363164 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53424 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -9363196.000000 Penalty: 5644.502441
	Iteration 46Q: 3 clusters Score -9363196 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53632 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -9363247.000000 Penalty: 5644.502441
	Iteration 47Q: 3 clusters Score -9363247 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53816 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -9363262.000000 Penalty: 5644.502441
	Iteration 48Q: 3 clusters Score -9363262 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53984 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -9363276.000000 Penalty: 5644.502441
	Iteration 49Q: 3 clusters Score -9363276 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54138 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -9363266.000000 Penalty: 5644.502441
	Iteration 50Q: 3 clusters Score -9363266 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54299 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -9363260.000000 Penalty: 5644.502441
	Iteration 51Q: 3 clusters Score -9363260 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54453 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -9363267.000000 Penalty: 5644.502441
	Iteration 52Q: 3 clusters Score -9363267 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54607 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -9363270.000000 Penalty: 5644.502441
	Iteration 53Q: 3 clusters Score -9363270 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -9363300.000000 Penalty: 5644.502441
	Iteration 54Q: 3 clusters Score -9363300 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -9363316.000000 Penalty: 5644.502441
	Iteration 55Q: 3 clusters Score -9363316 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55067 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -9363349.000000 Penalty: 5644.502441
	Iteration 56Q: 3 clusters Score -9363349 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55240 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -9363347.000000 Penalty: 5644.502441
	Iteration 57Q: 3 clusters Score -9363347 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55399 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -9363378.000000 Penalty: 5644.502441
	Iteration 58Q: 3 clusters Score -9363378 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55557 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -9363389.000000 Penalty: 5644.502441
	Iteration 59Q: 3 clusters Score -9363389 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55703 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -9363393.000000 Penalty: 5644.502441
	Iteration 60F: 3 clusters Score -9363393 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55845 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -9363400.000000 Penalty: 5644.502441
	Iteration 61Q: 3 clusters Score -9363400 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55983 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -9363398.000000 Penalty: 5644.502441
	Iteration 62Q: 3 clusters Score -9363398 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56108 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -9363420.000000 Penalty: 5644.502441
	Iteration 63Q: 3 clusters Score -9363420 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56250 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -9363441.000000 Penalty: 5644.502441
	Iteration 64Q: 3 clusters Score -9363441 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56372 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -9363440.000000 Penalty: 5644.502441
	Iteration 65Q: 3 clusters Score -9363440 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56498 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -9363430.000000 Penalty: 5644.502441
	Iteration 66Q: 3 clusters Score -9363430 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56626 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -9363411.000000 Penalty: 5644.502441
	Iteration 67Q: 3 clusters Score -9363411 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56752 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -9363395.000000 Penalty: 5644.502441
	Iteration 68Q: 3 clusters Score -9363395 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56892 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -9363381.000000 Penalty: 5644.502441
	Iteration 69Q: 3 clusters Score -9363381 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57025 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -9363422.000000 Penalty: 5644.502441
	Iteration 70Q: 3 clusters Score -9363422 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57173 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -9363472.000000 Penalty: 5644.502441
	Iteration 71Q: 3 clusters Score -9363472 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57298 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -9363474.000000 Penalty: 5644.502441
	Iteration 72Q: 3 clusters Score -9363474 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57425 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -9363488.000000 Penalty: 5644.502441
	Iteration 73Q: 3 clusters Score -9363488 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57561 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -9363490.000000 Penalty: 5644.502441
	Iteration 74Q: 3 clusters Score -9363490 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57693 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -9363489.000000 Penalty: 5644.502441
	Iteration 75Q: 3 clusters Score -9363489 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57815 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -9363486.000000 Penalty: 5644.502441
	Iteration 76Q: 3 clusters Score -9363486 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57944 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -9363494.000000 Penalty: 5644.502441
	Iteration 77Q: 3 clusters Score -9363494 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58061 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -9363517.000000 Penalty: 5644.502441
	Iteration 78Q: 3 clusters Score -9363517 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58181 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -9363515.000000 Penalty: 5644.502441
	Iteration 79Q: 3 clusters Score -9363515 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58293 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -9363526.000000 Penalty: 5644.502441
	Iteration 80F: 3 clusters Score -9363526 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58419 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -9363526.000000 Penalty: 5644.502441
	Iteration 81Q: 3 clusters Score -9363526 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58537 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -9363518.000000 Penalty: 5644.502441
	Iteration 82Q: 3 clusters Score -9363518 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58671 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -9363525.000000 Penalty: 5644.502441
	Iteration 83Q: 3 clusters Score -9363525 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58816 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -9363536.000000 Penalty: 5644.502441
	Iteration 84Q: 3 clusters Score -9363536 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58972 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -9363562.000000 Penalty: 5644.502441
	Iteration 85Q: 3 clusters Score -9363562 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -9363565.000000 Penalty: 5644.502441
	Iteration 86Q: 3 clusters Score -9363565 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59318 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -9363574.000000 Penalty: 5644.502441
	Iteration 87Q: 3 clusters Score -9363574 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59500 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -9363574.000000 Penalty: 5644.502441
	Iteration 88Q: 3 clusters Score -9363574 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59682 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -9363594.000000 Penalty: 5644.502441
	Iteration 89Q: 3 clusters Score -9363594 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59871 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -9363598.000000 Penalty: 5644.502441
	Iteration 90Q: 3 clusters Score -9363598 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60051 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -9363609.000000 Penalty: 5644.502441
	Iteration 91Q: 3 clusters Score -9363609 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60254 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -9363644.000000 Penalty: 5644.502441
	Iteration 92Q: 3 clusters Score -9363644 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60451 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -9363661.000000 Penalty: 5644.502441
	Iteration 93Q: 3 clusters Score -9363661 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60666 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -9363657.000000 Penalty: 5644.502441
	Iteration 94Q: 3 clusters Score -9363657 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60881 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -9363657.000000 Penalty: 5644.502441
	Iteration 95Q: 3 clusters Score -9363657 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61079 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -9363688.000000 Penalty: 5644.502441
	Iteration 96Q: 3 clusters Score -9363688 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61300 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -9363722.000000 Penalty: 5644.502441
	Iteration 97Q: 3 clusters Score -9363722 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61557 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -9363741.000000 Penalty: 5644.502441
	Iteration 98Q: 3 clusters Score -9363741 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61828 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -9363790.000000 Penalty: 5644.502441
	Iteration 99Q: 3 clusters Score -9363790 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62111 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -9363856.000000 Penalty: 5644.502441
	Iteration 100F: 3 clusters Score -9363856 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62390 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -9363863.000000 Penalty: 5644.502441
	Iteration 101Q: 3 clusters Score -9363863 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62696 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -9363919.000000 Penalty: 5644.502441
	Iteration 102Q: 3 clusters Score -9363919 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63026 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -9363997.000000 Penalty: 5644.502441
	Iteration 103Q: 3 clusters Score -9363997 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63362 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -9364040.000000 Penalty: 5644.502441
	Iteration 104Q: 3 clusters Score -9364040 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63730 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -9364088.000000 Penalty: 5644.502441
	Iteration 105Q: 3 clusters Score -9364088 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64118 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -9364131.000000 Penalty: 5644.502441
	Iteration 106Q: 3 clusters Score -9364131 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64533 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -9364257.000000 Penalty: 5644.502441
	Iteration 107Q: 3 clusters Score -9364257 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64985 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -9364343.000000 Penalty: 5644.502441
	Iteration 108Q: 3 clusters Score -9364343 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65456 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -9364485.000000 Penalty: 5644.502441
	Iteration 109Q: 3 clusters Score -9364485 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65919 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -9364562.000000 Penalty: 5644.502441
	Iteration 110Q: 3 clusters Score -9364562 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66407 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -9364674.000000 Penalty: 5644.502441
	Iteration 111Q: 3 clusters Score -9364674 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66875 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -9364756.000000 Penalty: 5644.502441
	Iteration 112Q: 3 clusters Score -9364756 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67366 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -9364835.000000 Penalty: 5644.502441
	Iteration 113Q: 3 clusters Score -9364835 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67871 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -9364977.000000 Penalty: 5644.502441
	Iteration 114Q: 3 clusters Score -9364977 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68339 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -9365074.000000 Penalty: 5644.502441
	Iteration 115Q: 3 clusters Score -9365074 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68785 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -9365168.000000 Penalty: 5644.502441
	Iteration 116Q: 3 clusters Score -9365168 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69225 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -9365227.000000 Penalty: 5644.502441
	Iteration 117Q: 3 clusters Score -9365227 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69668 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -9365292.000000 Penalty: 5644.502441
	Iteration 118Q: 3 clusters Score -9365292 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70108 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -9365360.000000 Penalty: 5644.502441
	Iteration 119Q: 3 clusters Score -9365360 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70500 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -9365407.000000 Penalty: 5644.502441
	Iteration 120F: 3 clusters Score -9365407 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70915 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -9365474.000000 Penalty: 5644.502441
	Iteration 121Q: 3 clusters Score -9365474 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71292 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -9365533.000000 Penalty: 5644.502441
	Iteration 122Q: 3 clusters Score -9365533 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71663 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -9365593.000000 Penalty: 5644.502441
	Iteration 123Q: 3 clusters Score -9365593 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72013 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -9365616.000000 Penalty: 5644.502441
	Iteration 124Q: 3 clusters Score -9365616 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72325 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -9365682.000000 Penalty: 5644.502441
	Iteration 125Q: 3 clusters Score -9365682 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72645 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -9365728.000000 Penalty: 5644.502441
	Iteration 126Q: 3 clusters Score -9365728 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72936 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -9365733.000000 Penalty: 5644.502441
	Iteration 127Q: 3 clusters Score -9365733 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73213 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -9365825.000000 Penalty: 5644.502441
	Iteration 128Q: 3 clusters Score -9365825 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73478 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -9365869.000000 Penalty: 5644.502441
	Iteration 129Q: 3 clusters Score -9365869 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73723 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -9365868.000000 Penalty: 5644.502441
	Iteration 130Q: 3 clusters Score -9365868 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73938 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -9365913.000000 Penalty: 5644.502441
	Iteration 131Q: 3 clusters Score -9365913 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74156 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -9365967.000000 Penalty: 5644.502441
	Iteration 132Q: 3 clusters Score -9365967 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74360 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -9365947.000000 Penalty: 5644.502441
	Iteration 133Q: 3 clusters Score -9365947 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74577 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -9365990.000000 Penalty: 5644.502441
	Iteration 134Q: 3 clusters Score -9365990 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74782 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -9366021.000000 Penalty: 5644.502441
	Iteration 135Q: 3 clusters Score -9366021 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74968 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -9366055.000000 Penalty: 5644.502441
	Iteration 136Q: 3 clusters Score -9366055 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75144 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -9366083.000000 Penalty: 5644.502441
	Iteration 137Q: 3 clusters Score -9366083 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75306 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -9366099.000000 Penalty: 5644.502441
	Iteration 138Q: 3 clusters Score -9366099 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75478 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -9366124.000000 Penalty: 5644.502441
	Iteration 139Q: 3 clusters Score -9366124 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75643 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -9366131.000000 Penalty: 5644.502441
	Iteration 140F: 3 clusters Score -9366131 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75792 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -9366149.000000 Penalty: 5644.502441
	Iteration 141Q: 3 clusters Score -9366149 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75971 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -9366166.000000 Penalty: 5644.502441
	Iteration 142Q: 3 clusters Score -9366166 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76135 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -9366207.000000 Penalty: 5644.502441
	Iteration 143Q: 3 clusters Score -9366207 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76309 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -9366239.000000 Penalty: 5644.502441
	Iteration 144Q: 3 clusters Score -9366239 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76473 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -9366248.000000 Penalty: 5644.502441
	Iteration 145Q: 3 clusters Score -9366248 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76652 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -9366279.000000 Penalty: 5644.502441
	Iteration 146Q: 3 clusters Score -9366279 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76809 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -9366299.000000 Penalty: 5644.502441
	Iteration 147Q: 3 clusters Score -9366299 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76985 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -9366314.000000 Penalty: 5644.502441
	Iteration 148Q: 3 clusters Score -9366314 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -9366364.000000 Penalty: 5644.502441
	Iteration 149Q: 3 clusters Score -9366364 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77297 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -9366410.000000 Penalty: 5644.502441
	Iteration 150Q: 3 clusters Score -9366410 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77418 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -9366457.000000 Penalty: 5644.502441
	Iteration 151Q: 3 clusters Score -9366457 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77522 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -9366472.000000 Penalty: 5644.502441
	Iteration 152Q: 3 clusters Score -9366472 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77612 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -9366477.000000 Penalty: 5644.502441
	Iteration 153Q: 3 clusters Score -9366477 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77697 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -9366497.000000 Penalty: 5644.502441
	Iteration 154Q: 3 clusters Score -9366497 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77768 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -9366496.000000 Penalty: 5644.502441
	Iteration 155Q: 3 clusters Score -9366496 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77824 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -9366502.000000 Penalty: 5644.502441
	Iteration 156Q: 3 clusters Score -9366502 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77870 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -9366512.000000 Penalty: 5644.502441
	Iteration 157Q: 3 clusters Score -9366512 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77910 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -9366517.000000 Penalty: 5644.502441
	Iteration 158Q: 3 clusters Score -9366517 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77953 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -9366524.000000 Penalty: 5644.502441
	Iteration 159Q: 3 clusters Score -9366524 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77984 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -9366515.000000 Penalty: 5644.502441
	Iteration 160F: 3 clusters Score -9366515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78005 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -9366532.000000 Penalty: 5644.502441
	Iteration 161Q: 3 clusters Score -9366532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78030 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -9366526.000000 Penalty: 5644.502441
	Iteration 162Q: 3 clusters Score -9366526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78054 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -9366529.000000 Penalty: 5644.502441
	Iteration 163Q: 3 clusters Score -9366529 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78081 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -9366520.000000 Penalty: 5644.502441
	Iteration 164Q: 3 clusters Score -9366520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78099 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -9366526.000000 Penalty: 5644.502441
	Iteration 165Q: 3 clusters Score -9366526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78114 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -9366535.000000 Penalty: 5644.502441
	Iteration 166Q: 3 clusters Score -9366535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78124 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -9366550.000000 Penalty: 5644.502441
	Iteration 167Q: 3 clusters Score -9366550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78144 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -9366559.000000 Penalty: 5644.502441
	Iteration 168Q: 3 clusters Score -9366559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78152 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -9366556.000000 Penalty: 5644.502441
	Iteration 169Q: 3 clusters Score -9366556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78159 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -9366561.000000 Penalty: 5644.502441
	Iteration 170Q: 3 clusters Score -9366561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78169 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -9366548.000000 Penalty: 5644.502441
	Iteration 171Q: 3 clusters Score -9366548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78186 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -9366564.000000 Penalty: 5644.502441
	Iteration 172Q: 3 clusters Score -9366564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78199 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -9366561.000000 Penalty: 5644.502441
	Iteration 173Q: 3 clusters Score -9366561 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78217 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -9366567.000000 Penalty: 5644.502441
	Iteration 174Q: 3 clusters Score -9366567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78230 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -9366554.000000 Penalty: 5644.502441
	Iteration 175Q: 3 clusters Score -9366554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78248 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -9366551.000000 Penalty: 5644.502441
	Iteration 176Q: 3 clusters Score -9366551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78257 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -9366556.000000 Penalty: 5644.502441
	Iteration 177Q: 3 clusters Score -9366556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78265 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -9366554.000000 Penalty: 5644.502441
	Iteration 178Q: 3 clusters Score -9366554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78273 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -9366557.000000 Penalty: 5644.502441
	Iteration 179Q: 3 clusters Score -9366557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78277 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -9366553.000000 Penalty: 5644.502441
	Iteration 180F: 3 clusters Score -9366553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78284 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -9366556.000000 Penalty: 5644.502441
	Iteration 181Q: 3 clusters Score -9366556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78292 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -9366557.000000 Penalty: 5644.502441
	Iteration 182Q: 3 clusters Score -9366557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78300 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -9366557.000000 Penalty: 5644.502441
	Iteration 183Q: 3 clusters Score -9366557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78307 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -9366545.000000 Penalty: 5644.502441
	Iteration 184Q: 3 clusters Score -9366545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78309 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -9366542.000000 Penalty: 5644.502441
	Iteration 185Q: 3 clusters Score -9366542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78311 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -9366542.000000 Penalty: 5644.502441
	Iteration 186Q: 3 clusters Score -9366542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78314 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -9366545.000000 Penalty: 5644.502441
	Iteration 187Q: 3 clusters Score -9366545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78314 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -9366545.000000 Penalty: 5644.502441
	Iteration 188F: 3 clusters Score -9366545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 78314 members 
Mstep: Class 2 contains 14792 members 
Mstep: Class 3 contains 10831 members 
Mstep: Class 4 contains 14170 members 
Mstep: Class 5 contains 10248 members 
Mstep: Class 6 contains 57090 members 
Mstep: Class 7 contains 32560 members 
Mstep: Class 8 contains 27826 members 
Mstep: Class 9 contains 25690 members 
Mstep: Class 10 contains 49140 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 1648 members 
Mstep: Class 13 contains 9243 members 
Mstep: Class 14 contains 12311 members 
Mstep: Class 15 contains 91834 members 
Mstep: Class 16 contains 83342 members 
Mstep: Class 17 contains 7456 members 
Mstep: Class 18 contains 29237 members 
Mstep: Class 19 contains 50001 members 
Mstep: Class 20 contains 10048 members 
Mstep: Class 21 contains 28716 members 
Entering Unmasked Estep 
Score: -64570408.000000 Penalty: 69693.304688
Splitting cluster 1 changes total score from -64565640.000000 to -64570408.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 2 (14792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Entering Unmasked Estep 
Score: -1225605.250000 Penalty: 2381.256836
	Iteration 0F: 2 clusters Score -1225605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1214875.625000 Penalty: 4762.513672
	Iteration 0F: 3 clusters Score -1214876 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1218543.875000 Penalty: 4762.513672
	Iteration 1F: 3 clusters Score -1218544 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1219215.375000 Penalty: 4762.513672
	Iteration 2F: 3 clusters Score -1219215 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1219936.875000 Penalty: 4762.513672
	Iteration 3F: 3 clusters Score -1219937 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1220642.125000 Penalty: 4762.513672
	Iteration 4F: 3 clusters Score -1220642 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1221300.125000 Penalty: 4762.513672
	Iteration 5F: 3 clusters Score -1221300 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1221942.000000 Penalty: 4762.513672
	Iteration 6F: 3 clusters Score -1221942 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1222516.750000 Penalty: 4762.513672
	Iteration 7F: 3 clusters Score -1222517 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1222939.875000 Penalty: 4762.513672
	Iteration 8Q: 3 clusters Score -1222940 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1223229.750000 Penalty: 4762.513672
	Iteration 9Q: 3 clusters Score -1223230 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1223417.625000 Penalty: 4762.513672
	Iteration 10Q: 3 clusters Score -1223418 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1223515.500000 Penalty: 4762.513672
	Iteration 11Q: 3 clusters Score -1223516 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1223573.375000 Penalty: 4762.513672
	Iteration 12Q: 3 clusters Score -1223573 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1223610.375000 Penalty: 4762.513672
	Iteration 13Q: 3 clusters Score -1223610 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1223646.625000 Penalty: 4762.513672
	Iteration 14Q: 3 clusters Score -1223647 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1223674.125000 Penalty: 4762.513672
	Iteration 15Q: 3 clusters Score -1223674 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1223690.000000 Penalty: 4762.513672
	Iteration 16Q: 3 clusters Score -1223690 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1223707.125000 Penalty: 4762.513672
	Iteration 17Q: 3 clusters Score -1223707 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1223723.500000 Penalty: 4762.513672
	Iteration 18Q: 3 clusters Score -1223724 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1223732.000000 Penalty: 4762.513672
	Iteration 19Q: 3 clusters Score -1223732 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1223744.250000 Penalty: 4762.513672
	Iteration 20F: 3 clusters Score -1223744 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1223758.125000 Penalty: 4762.513672
	Iteration 21Q: 3 clusters Score -1223758 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1223767.375000 Penalty: 4762.513672
	Iteration 22Q: 3 clusters Score -1223767 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1223774.250000 Penalty: 4762.513672
	Iteration 23Q: 3 clusters Score -1223774 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1223778.875000 Penalty: 4762.513672
	Iteration 24Q: 3 clusters Score -1223779 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1223784.625000 Penalty: 4762.513672
	Iteration 25Q: 3 clusters Score -1223785 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1223791.875000 Penalty: 4762.513672
	Iteration 26Q: 3 clusters Score -1223792 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1223794.875000 Penalty: 4762.513672
	Iteration 27Q: 3 clusters Score -1223795 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1223796.125000 Penalty: 4762.513672
	Iteration 28Q: 3 clusters Score -1223796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1223808.375000 Penalty: 4762.513672
	Iteration 29Q: 3 clusters Score -1223808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1223808.875000 Penalty: 4762.513672
	Iteration 30Q: 3 clusters Score -1223809 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1223813.250000 Penalty: 4762.513672
	Iteration 31Q: 3 clusters Score -1223813 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1223818.750000 Penalty: 4762.513672
	Iteration 32Q: 3 clusters Score -1223819 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1223821.125000 Penalty: 4762.513672
	Iteration 33Q: 3 clusters Score -1223821 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1223829.500000 Penalty: 4762.513672
	Iteration 34Q: 3 clusters Score -1223830 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1223836.500000 Penalty: 4762.513672
	Iteration 35Q: 3 clusters Score -1223836 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1223841.625000 Penalty: 4762.513672
	Iteration 36Q: 3 clusters Score -1223842 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1223844.000000 Penalty: 4762.513672
	Iteration 37Q: 3 clusters Score -1223844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1223850.500000 Penalty: 4762.513672
	Iteration 38Q: 3 clusters Score -1223850 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1223853.125000 Penalty: 4762.513672
	Iteration 39Q: 3 clusters Score -1223853 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1223857.875000 Penalty: 4762.513672
	Iteration 40F: 3 clusters Score -1223858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1223867.375000 Penalty: 4762.513672
	Iteration 41Q: 3 clusters Score -1223867 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1223868.375000 Penalty: 4762.513672
	Iteration 42Q: 3 clusters Score -1223868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1223868.000000 Penalty: 4762.513672
	Iteration 43Q: 3 clusters Score -1223868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1223870.000000 Penalty: 4762.513672
	Iteration 44Q: 3 clusters Score -1223870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1223873.375000 Penalty: 4762.513672
	Iteration 45Q: 3 clusters Score -1223873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1223875.500000 Penalty: 4762.513672
	Iteration 46Q: 3 clusters Score -1223876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1223875.875000 Penalty: 4762.513672
	Iteration 47Q: 3 clusters Score -1223876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1223878.875000 Penalty: 4762.513672
	Iteration 48Q: 3 clusters Score -1223879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1223876.375000 Penalty: 4762.513672
	Iteration 49Q: 3 clusters Score -1223876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1223880.875000 Penalty: 4762.513672
	Iteration 50Q: 3 clusters Score -1223881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1223883.500000 Penalty: 4762.513672
	Iteration 51Q: 3 clusters Score -1223884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1223884.750000 Penalty: 4762.513672
	Iteration 52Q: 3 clusters Score -1223885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1223889.250000 Penalty: 4762.513672
	Iteration 53Q: 3 clusters Score -1223889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1223890.125000 Penalty: 4762.513672
	Iteration 54Q: 3 clusters Score -1223890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1223889.250000 Penalty: 4762.513672
	Iteration 55Q: 3 clusters Score -1223889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1223892.125000 Penalty: 4762.513672
	Iteration 56Q: 3 clusters Score -1223892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1223893.250000 Penalty: 4762.513672
	Iteration 57Q: 3 clusters Score -1223893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1223892.375000 Penalty: 4762.513672
	Iteration 58Q: 3 clusters Score -1223892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1223892.000000 Penalty: 4762.513672
	Iteration 59Q: 3 clusters Score -1223892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1223892.000000 Penalty: 4762.513672
	Iteration 60F: 3 clusters Score -1223892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1223893.500000 Penalty: 4762.513672
	Iteration 61Q: 3 clusters Score -1223894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1223894.875000 Penalty: 4762.513672
	Iteration 62Q: 3 clusters Score -1223895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1223894.250000 Penalty: 4762.513672
	Iteration 63Q: 3 clusters Score -1223894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1223897.375000 Penalty: 4762.513672
	Iteration 64Q: 3 clusters Score -1223897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1223895.500000 Penalty: 4762.513672
	Iteration 65Q: 3 clusters Score -1223896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1223898.125000 Penalty: 4762.513672
	Iteration 66Q: 3 clusters Score -1223898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1223899.125000 Penalty: 4762.513672
	Iteration 67Q: 3 clusters Score -1223899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1223899.750000 Penalty: 4762.513672
	Iteration 68Q: 3 clusters Score -1223900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1223900.000000 Penalty: 4762.513672
	Iteration 69Q: 3 clusters Score -1223900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1223897.625000 Penalty: 4762.513672
	Iteration 70Q: 3 clusters Score -1223898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1223901.750000 Penalty: 4762.513672
	Iteration 71Q: 3 clusters Score -1223902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1223902.125000 Penalty: 4762.513672
	Iteration 72Q: 3 clusters Score -1223902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1223902.000000 Penalty: 4762.513672
	Iteration 73Q: 3 clusters Score -1223902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1223903.875000 Penalty: 4762.513672
	Iteration 74Q: 3 clusters Score -1223904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1223902.500000 Penalty: 4762.513672
	Iteration 75Q: 3 clusters Score -1223902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1223903.250000 Penalty: 4762.513672
	Iteration 76Q: 3 clusters Score -1223903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1223903.625000 Penalty: 4762.513672
	Iteration 77Q: 3 clusters Score -1223904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1223905.375000 Penalty: 4762.513672
	Iteration 78Q: 3 clusters Score -1223905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1223903.250000 Penalty: 4762.513672
	Iteration 79Q: 3 clusters Score -1223903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1223901.750000 Penalty: 4762.513672
	Iteration 80F: 3 clusters Score -1223902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1223903.625000 Penalty: 4762.513672
	Iteration 81Q: 3 clusters Score -1223904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1223905.750000 Penalty: 4762.513672
	Iteration 82Q: 3 clusters Score -1223906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1223905.000000 Penalty: 4762.513672
	Iteration 83Q: 3 clusters Score -1223905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1223905.750000 Penalty: 4762.513672
	Iteration 84Q: 3 clusters Score -1223906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1223904.500000 Penalty: 4762.513672
	Iteration 85Q: 3 clusters Score -1223904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1223904.500000 Penalty: 4762.513672
	Iteration 86F: 3 clusters Score -1223904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Entering Unmasked Estep 
Score: -1062819.500000 Penalty: 2303.961670
	Iteration 0F: 2 clusters Score -1062820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1054766.500000 Penalty: 4607.923340
	Iteration 0F: 3 clusters Score -1054766 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1057604.625000 Penalty: 4607.923340
	Iteration 1F: 3 clusters Score -1057605 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1058698.125000 Penalty: 4607.923340
	Iteration 2F: 3 clusters Score -1058698 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1059944.000000 Penalty: 4607.923340
	Iteration 3F: 3 clusters Score -1059944 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1060905.125000 Penalty: 4607.923340
	Iteration 4F: 3 clusters Score -1060905 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1061570.750000 Penalty: 4607.923340
	Iteration 5F: 3 clusters Score -1061571 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1061988.250000 Penalty: 4607.923340
	Iteration 6F: 3 clusters Score -1061988 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1062267.125000 Penalty: 4607.923340
	Iteration 7Q: 3 clusters Score -1062267 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1062469.250000 Penalty: 4607.923340
	Iteration 8Q: 3 clusters Score -1062469 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1062599.500000 Penalty: 4607.923340
	Iteration 9Q: 3 clusters Score -1062600 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1062724.750000 Penalty: 4607.923340
	Iteration 10Q: 3 clusters Score -1062725 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1062860.625000 Penalty: 4607.923340
	Iteration 11Q: 3 clusters Score -1062861 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1062985.625000 Penalty: 4607.923340
	Iteration 12Q: 3 clusters Score -1062986 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1063073.750000 Penalty: 4607.923340
	Iteration 13Q: 3 clusters Score -1063074 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1063158.250000 Penalty: 4607.923340
	Iteration 14Q: 3 clusters Score -1063158 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1063219.750000 Penalty: 4607.923340
	Iteration 15Q: 3 clusters Score -1063220 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1063255.125000 Penalty: 4607.923340
	Iteration 16Q: 3 clusters Score -1063255 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1063291.375000 Penalty: 4607.923340
	Iteration 17Q: 3 clusters Score -1063291 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1063327.125000 Penalty: 4607.923340
	Iteration 18Q: 3 clusters Score -1063327 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1063342.250000 Penalty: 4607.923340
	Iteration 19Q: 3 clusters Score -1063342 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1063360.875000 Penalty: 4607.923340
	Iteration 20F: 3 clusters Score -1063361 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1063370.875000 Penalty: 4607.923340
	Iteration 21Q: 3 clusters Score -1063371 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1063384.250000 Penalty: 4607.923340
	Iteration 22Q: 3 clusters Score -1063384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1063395.875000 Penalty: 4607.923340
	Iteration 23Q: 3 clusters Score -1063396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1063402.375000 Penalty: 4607.923340
	Iteration 24Q: 3 clusters Score -1063402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1063412.500000 Penalty: 4607.923340
	Iteration 25Q: 3 clusters Score -1063412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1063417.375000 Penalty: 4607.923340
	Iteration 26Q: 3 clusters Score -1063417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1063421.125000 Penalty: 4607.923340
	Iteration 27Q: 3 clusters Score -1063421 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1063426.875000 Penalty: 4607.923340
	Iteration 28Q: 3 clusters Score -1063427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1063425.500000 Penalty: 4607.923340
	Iteration 29Q: 3 clusters Score -1063426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1063426.125000 Penalty: 4607.923340
	Iteration 30Q: 3 clusters Score -1063426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1063425.750000 Penalty: 4607.923340
	Iteration 31Q: 3 clusters Score -1063426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1063425.000000 Penalty: 4607.923340
	Iteration 32Q: 3 clusters Score -1063425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1063425.000000 Penalty: 4607.923340
	Iteration 33F: 3 clusters Score -1063425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 78314 members 
Mstep: Class 2 contains 14792 members 
Mstep: Class 3 contains 7646 members 
Mstep: Class 4 contains 14170 members 
Mstep: Class 5 contains 10248 members 
Mstep: Class 6 contains 57090 members 
Mstep: Class 7 contains 32560 members 
Mstep: Class 8 contains 27826 members 
Mstep: Class 9 contains 25690 members 
Mstep: Class 10 contains 49140 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 1648 members 
Mstep: Class 13 contains 9243 members 
Mstep: Class 14 contains 12311 members 
Mstep: Class 15 contains 91834 members 
Mstep: Class 16 contains 83342 members 
Mstep: Class 17 contains 7456 members 
Mstep: Class 18 contains 29237 members 
Mstep: Class 19 contains 50001 members 
Mstep: Class 20 contains 10048 members 
Mstep: Class 21 contains 28716 members 
Mstep: Class 22 contains 3185 members 
Entering Unmasked Estep 
Score: -64570088.000000 Penalty: 73012.031250
Splitting cluster 3 changes total score from -64565640.000000 to -64570088.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 4 (14170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Entering Unmasked Estep 
Score: -1351321.500000 Penalty: 2370.603027
	Iteration 0F: 2 clusters Score -1351322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1341091.250000 Penalty: 4741.206055
	Iteration 0F: 3 clusters Score -1341091 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1344846.500000 Penalty: 4741.206055
	Iteration 1F: 3 clusters Score -1344846 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1345860.500000 Penalty: 4741.206055
	Iteration 2F: 3 clusters Score -1345860 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1346883.500000 Penalty: 4741.206055
	Iteration 3F: 3 clusters Score -1346884 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1347745.000000 Penalty: 4741.206055
	Iteration 4F: 3 clusters Score -1347745 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1348340.375000 Penalty: 4741.206055
	Iteration 5F: 3 clusters Score -1348340 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1348722.125000 Penalty: 4741.206055
	Iteration 6Q: 3 clusters Score -1348722 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1349007.375000 Penalty: 4741.206055
	Iteration 7Q: 3 clusters Score -1349007 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1349250.750000 Penalty: 4741.206055
	Iteration 8Q: 3 clusters Score -1349251 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1349441.625000 Penalty: 4741.206055
	Iteration 9Q: 3 clusters Score -1349442 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1349623.250000 Penalty: 4741.206055
	Iteration 10Q: 3 clusters Score -1349623 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1349768.625000 Penalty: 4741.206055
	Iteration 11Q: 3 clusters Score -1349769 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1349889.000000 Penalty: 4741.206055
	Iteration 12Q: 3 clusters Score -1349889 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1349991.750000 Penalty: 4741.206055
	Iteration 13Q: 3 clusters Score -1349992 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1350063.500000 Penalty: 4741.206055
	Iteration 14Q: 3 clusters Score -1350064 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1350120.500000 Penalty: 4741.206055
	Iteration 15Q: 3 clusters Score -1350120 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1350163.625000 Penalty: 4741.206055
	Iteration 16Q: 3 clusters Score -1350164 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1350202.250000 Penalty: 4741.206055
	Iteration 17Q: 3 clusters Score -1350202 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1350243.000000 Penalty: 4741.206055
	Iteration 18Q: 3 clusters Score -1350243 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1350285.250000 Penalty: 4741.206055
	Iteration 19Q: 3 clusters Score -1350285 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1350321.125000 Penalty: 4741.206055
	Iteration 20F: 3 clusters Score -1350321 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1350377.000000 Penalty: 4741.206055
	Iteration 21Q: 3 clusters Score -1350377 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1350424.375000 Penalty: 4741.206055
	Iteration 22Q: 3 clusters Score -1350424 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1350478.875000 Penalty: 4741.206055
	Iteration 23Q: 3 clusters Score -1350479 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1350516.250000 Penalty: 4741.206055
	Iteration 24Q: 3 clusters Score -1350516 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1350548.375000 Penalty: 4741.206055
	Iteration 25Q: 3 clusters Score -1350548 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1350566.000000 Penalty: 4741.206055
	Iteration 26Q: 3 clusters Score -1350566 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1350589.000000 Penalty: 4741.206055
	Iteration 27Q: 3 clusters Score -1350589 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1350610.125000 Penalty: 4741.206055
	Iteration 28Q: 3 clusters Score -1350610 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1350626.000000 Penalty: 4741.206055
	Iteration 29Q: 3 clusters Score -1350626 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1350640.625000 Penalty: 4741.206055
	Iteration 30Q: 3 clusters Score -1350641 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1350659.500000 Penalty: 4741.206055
	Iteration 31Q: 3 clusters Score -1350660 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1350673.125000 Penalty: 4741.206055
	Iteration 32Q: 3 clusters Score -1350673 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1350696.375000 Penalty: 4741.206055
	Iteration 33Q: 3 clusters Score -1350696 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1350723.125000 Penalty: 4741.206055
	Iteration 34Q: 3 clusters Score -1350723 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1350754.625000 Penalty: 4741.206055
	Iteration 35Q: 3 clusters Score -1350755 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1350771.625000 Penalty: 4741.206055
	Iteration 36Q: 3 clusters Score -1350772 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1350792.750000 Penalty: 4741.206055
	Iteration 37Q: 3 clusters Score -1350793 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1350798.750000 Penalty: 4741.206055
	Iteration 38Q: 3 clusters Score -1350799 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1350818.625000 Penalty: 4741.206055
	Iteration 39Q: 3 clusters Score -1350819 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1350842.750000 Penalty: 4741.206055
	Iteration 40F: 3 clusters Score -1350843 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1350860.000000 Penalty: 4741.206055
	Iteration 41Q: 3 clusters Score -1350860 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1350877.125000 Penalty: 4741.206055
	Iteration 42Q: 3 clusters Score -1350877 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1350883.625000 Penalty: 4741.206055
	Iteration 43Q: 3 clusters Score -1350884 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1350899.875000 Penalty: 4741.206055
	Iteration 44Q: 3 clusters Score -1350900 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1350905.125000 Penalty: 4741.206055
	Iteration 45Q: 3 clusters Score -1350905 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1350911.375000 Penalty: 4741.206055
	Iteration 46Q: 3 clusters Score -1350911 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1350919.250000 Penalty: 4741.206055
	Iteration 47Q: 3 clusters Score -1350919 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1350924.250000 Penalty: 4741.206055
	Iteration 48Q: 3 clusters Score -1350924 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1350936.375000 Penalty: 4741.206055
	Iteration 49Q: 3 clusters Score -1350936 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1350944.500000 Penalty: 4741.206055
	Iteration 50Q: 3 clusters Score -1350944 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1350947.500000 Penalty: 4741.206055
	Iteration 51Q: 3 clusters Score -1350948 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1350955.125000 Penalty: 4741.206055
	Iteration 52Q: 3 clusters Score -1350955 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1350967.625000 Penalty: 4741.206055
	Iteration 53Q: 3 clusters Score -1350968 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1350977.375000 Penalty: 4741.206055
	Iteration 54Q: 3 clusters Score -1350977 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1350981.250000 Penalty: 4741.206055
	Iteration 55Q: 3 clusters Score -1350981 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1350987.875000 Penalty: 4741.206055
	Iteration 56Q: 3 clusters Score -1350988 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1350994.500000 Penalty: 4741.206055
	Iteration 57Q: 3 clusters Score -1350994 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1350998.250000 Penalty: 4741.206055
	Iteration 58Q: 3 clusters Score -1350998 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1351007.375000 Penalty: 4741.206055
	Iteration 59Q: 3 clusters Score -1351007 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1351009.375000 Penalty: 4741.206055
	Iteration 60F: 3 clusters Score -1351009 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1351015.000000 Penalty: 4741.206055
	Iteration 61Q: 3 clusters Score -1351015 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1351023.875000 Penalty: 4741.206055
	Iteration 62Q: 3 clusters Score -1351024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1351028.125000 Penalty: 4741.206055
	Iteration 63Q: 3 clusters Score -1351028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1351033.625000 Penalty: 4741.206055
	Iteration 64Q: 3 clusters Score -1351034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1351040.875000 Penalty: 4741.206055
	Iteration 65Q: 3 clusters Score -1351041 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1351055.375000 Penalty: 4741.206055
	Iteration 66Q: 3 clusters Score -1351055 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1351065.625000 Penalty: 4741.206055
	Iteration 67Q: 3 clusters Score -1351066 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1351078.000000 Penalty: 4741.206055
	Iteration 68Q: 3 clusters Score -1351078 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1351100.375000 Penalty: 4741.206055
	Iteration 69Q: 3 clusters Score -1351100 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1351130.875000 Penalty: 4741.206055
	Iteration 70Q: 3 clusters Score -1351131 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1351165.500000 Penalty: 4741.206055
	Iteration 71Q: 3 clusters Score -1351166 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1351202.375000 Penalty: 4741.206055
	Iteration 72Q: 3 clusters Score -1351202 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1351236.875000 Penalty: 4741.206055
	Iteration 73Q: 3 clusters Score -1351237 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1351251.000000 Penalty: 4741.206055
	Iteration 74Q: 3 clusters Score -1351251 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1351259.750000 Penalty: 4741.206055
	Iteration 75Q: 3 clusters Score -1351260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1351272.750000 Penalty: 4741.206055
	Iteration 76Q: 3 clusters Score -1351273 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1351275.875000 Penalty: 4741.206055
	Iteration 77Q: 3 clusters Score -1351276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1351283.000000 Penalty: 4741.206055
	Iteration 78Q: 3 clusters Score -1351283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1351290.625000 Penalty: 4741.206055
	Iteration 79Q: 3 clusters Score -1351291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1351291.625000 Penalty: 4741.206055
	Iteration 80F: 3 clusters Score -1351292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1351295.625000 Penalty: 4741.206055
	Iteration 81Q: 3 clusters Score -1351296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1351303.500000 Penalty: 4741.206055
	Iteration 82Q: 3 clusters Score -1351304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1351304.625000 Penalty: 4741.206055
	Iteration 83Q: 3 clusters Score -1351305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1351309.375000 Penalty: 4741.206055
	Iteration 84Q: 3 clusters Score -1351309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1351313.750000 Penalty: 4741.206055
	Iteration 85Q: 3 clusters Score -1351314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1351318.375000 Penalty: 4741.206055
	Iteration 86Q: 3 clusters Score -1351318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1351325.750000 Penalty: 4741.206055
	Iteration 87Q: 3 clusters Score -1351326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1351326.375000 Penalty: 4741.206055
	Iteration 88Q: 3 clusters Score -1351326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1351326.125000 Penalty: 4741.206055
	Iteration 89Q: 3 clusters Score -1351326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1351330.125000 Penalty: 4741.206055
	Iteration 90Q: 3 clusters Score -1351330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1351331.625000 Penalty: 4741.206055
	Iteration 91Q: 3 clusters Score -1351332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1351328.750000 Penalty: 4741.206055
	Iteration 92Q: 3 clusters Score -1351329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1351327.500000 Penalty: 4741.206055
	Iteration 93Q: 3 clusters Score -1351328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1351327.250000 Penalty: 4741.206055
	Iteration 94Q: 3 clusters Score -1351327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1351327.250000 Penalty: 4741.206055
	Iteration 95F: 3 clusters Score -1351327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 78314 members 
Mstep: Class 2 contains 14792 members 
Mstep: Class 3 contains 7646 members 
Mstep: Class 4 contains 12074 members 
Mstep: Class 5 contains 10248 members 
Mstep: Class 6 contains 57090 members 
Mstep: Class 7 contains 32560 members 
Mstep: Class 8 contains 27826 members 
Mstep: Class 9 contains 25690 members 
Mstep: Class 10 contains 49140 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 1648 members 
Mstep: Class 13 contains 9243 members 
Mstep: Class 14 contains 12311 members 
Mstep: Class 15 contains 91834 members 
Mstep: Class 16 contains 83342 members 
Mstep: Class 17 contains 7456 members 
Mstep: Class 18 contains 29237 members 
Mstep: Class 19 contains 50001 members 
Mstep: Class 20 contains 10048 members 
Mstep: Class 21 contains 28716 members 
Mstep: Class 22 contains 3185 members 
Mstep: Class 23 contains 2096 members 
Entering Unmasked Estep 
Score: -64569172.000000 Penalty: 76330.757812
Splitting cluster 4 changes total score from -64565640.000000 to -64569172.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (10248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Entering Unmasked Estep 
Score: -987346.812500 Penalty: 2290.239746
	Iteration 0F: 2 clusters Score -987346.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -979535.000000 Penalty: 4580.479492
	Iteration 0F: 3 clusters Score -979535 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -982067.062500 Penalty: 4580.479492
	Iteration 1F: 3 clusters Score -982067.1 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -982780.937500 Penalty: 4580.479492
	Iteration 2F: 3 clusters Score -982780.9 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -983492.187500 Penalty: 4580.479492
	Iteration 3F: 3 clusters Score -983492.2 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -984129.062500 Penalty: 4580.479492
	Iteration 4F: 3 clusters Score -984129.1 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -984613.250000 Penalty: 4580.479492
	Iteration 5F: 3 clusters Score -984613.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -984985.750000 Penalty: 4580.479492
	Iteration 6F: 3 clusters Score -984985.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -985223.875000 Penalty: 4580.479492
	Iteration 7Q: 3 clusters Score -985223.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -985361.625000 Penalty: 4580.479492
	Iteration 8Q: 3 clusters Score -985361.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -985472.687500 Penalty: 4580.479492
	Iteration 9Q: 3 clusters Score -985472.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -985554.437500 Penalty: 4580.479492
	Iteration 10Q: 3 clusters Score -985554.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -985614.625000 Penalty: 4580.479492
	Iteration 11Q: 3 clusters Score -985614.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -985659.437500 Penalty: 4580.479492
	Iteration 12Q: 3 clusters Score -985659.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -985693.187500 Penalty: 4580.479492
	Iteration 13Q: 3 clusters Score -985693.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -985714.187500 Penalty: 4580.479492
	Iteration 14Q: 3 clusters Score -985714.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -985728.500000 Penalty: 4580.479492
	Iteration 15Q: 3 clusters Score -985728.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -985734.312500 Penalty: 4580.479492
	Iteration 16Q: 3 clusters Score -985734.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -985744.312500 Penalty: 4580.479492
	Iteration 17Q: 3 clusters Score -985744.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -985754.250000 Penalty: 4580.479492
	Iteration 18Q: 3 clusters Score -985754.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -985764.312500 Penalty: 4580.479492
	Iteration 19Q: 3 clusters Score -985764.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -985775.250000 Penalty: 4580.479492
	Iteration 20F: 3 clusters Score -985775.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -985780.187500 Penalty: 4580.479492
	Iteration 21Q: 3 clusters Score -985780.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -985788.937500 Penalty: 4580.479492
	Iteration 22Q: 3 clusters Score -985788.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -985793.250000 Penalty: 4580.479492
	Iteration 23Q: 3 clusters Score -985793.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -985796.750000 Penalty: 4580.479492
	Iteration 24Q: 3 clusters Score -985796.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -985801.000000 Penalty: 4580.479492
	Iteration 25Q: 3 clusters Score -985801 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -985804.750000 Penalty: 4580.479492
	Iteration 26Q: 3 clusters Score -985804.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -985816.375000 Penalty: 4580.479492
	Iteration 27Q: 3 clusters Score -985816.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -985821.375000 Penalty: 4580.479492
	Iteration 28Q: 3 clusters Score -985821.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -985831.625000 Penalty: 4580.479492
	Iteration 29Q: 3 clusters Score -985831.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -985838.000000 Penalty: 4580.479492
	Iteration 30Q: 3 clusters Score -985838 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -985846.812500 Penalty: 4580.479492
	Iteration 31Q: 3 clusters Score -985846.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -985852.812500 Penalty: 4580.479492
	Iteration 32Q: 3 clusters Score -985852.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -985861.250000 Penalty: 4580.479492
	Iteration 33Q: 3 clusters Score -985861.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -985865.437500 Penalty: 4580.479492
	Iteration 34Q: 3 clusters Score -985865.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -985874.437500 Penalty: 4580.479492
	Iteration 35Q: 3 clusters Score -985874.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -985878.875000 Penalty: 4580.479492
	Iteration 36Q: 3 clusters Score -985878.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -985888.062500 Penalty: 4580.479492
	Iteration 37Q: 3 clusters Score -985888.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -985897.000000 Penalty: 4580.479492
	Iteration 38Q: 3 clusters Score -985897 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -985905.437500 Penalty: 4580.479492
	Iteration 39Q: 3 clusters Score -985905.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -985913.500000 Penalty: 4580.479492
	Iteration 40F: 3 clusters Score -985913.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -985919.375000 Penalty: 4580.479492
	Iteration 41Q: 3 clusters Score -985919.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -985926.000000 Penalty: 4580.479492
	Iteration 42Q: 3 clusters Score -985926 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -985935.687500 Penalty: 4580.479492
	Iteration 43Q: 3 clusters Score -985935.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -985944.812500 Penalty: 4580.479492
	Iteration 44Q: 3 clusters Score -985944.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -985948.625000 Penalty: 4580.479492
	Iteration 45Q: 3 clusters Score -985948.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -985956.500000 Penalty: 4580.479492
	Iteration 46Q: 3 clusters Score -985956.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -985964.000000 Penalty: 4580.479492
	Iteration 47Q: 3 clusters Score -985964 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -985970.500000 Penalty: 4580.479492
	Iteration 48Q: 3 clusters Score -985970.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -985980.062500 Penalty: 4580.479492
	Iteration 49Q: 3 clusters Score -985980.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -985986.687500 Penalty: 4580.479492
	Iteration 50Q: 3 clusters Score -985986.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -985994.875000 Penalty: 4580.479492
	Iteration 51Q: 3 clusters Score -985994.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -986003.812500 Penalty: 4580.479492
	Iteration 52Q: 3 clusters Score -986003.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -986008.500000 Penalty: 4580.479492
	Iteration 53Q: 3 clusters Score -986008.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -986008.875000 Penalty: 4580.479492
	Iteration 54Q: 3 clusters Score -986008.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -986011.437500 Penalty: 4580.479492
	Iteration 55Q: 3 clusters Score -986011.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -986013.187500 Penalty: 4580.479492
	Iteration 56Q: 3 clusters Score -986013.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -986016.375000 Penalty: 4580.479492
	Iteration 57Q: 3 clusters Score -986016.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -986016.437500 Penalty: 4580.479492
	Iteration 58Q: 3 clusters Score -986016.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -986020.750000 Penalty: 4580.479492
	Iteration 59Q: 3 clusters Score -986020.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -986021.500000 Penalty: 4580.479492
	Iteration 60F: 3 clusters Score -986021.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -986030.625000 Penalty: 4580.479492
	Iteration 61Q: 3 clusters Score -986030.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -986032.812500 Penalty: 4580.479492
	Iteration 62Q: 3 clusters Score -986032.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -986034.250000 Penalty: 4580.479492
	Iteration 63Q: 3 clusters Score -986034.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -986039.062500 Penalty: 4580.479492
	Iteration 64Q: 3 clusters Score -986039.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -986041.375000 Penalty: 4580.479492
	Iteration 65Q: 3 clusters Score -986041.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -986043.812500 Penalty: 4580.479492
	Iteration 66Q: 3 clusters Score -986043.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -986049.312500 Penalty: 4580.479492
	Iteration 67Q: 3 clusters Score -986049.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -986054.250000 Penalty: 4580.479492
	Iteration 68Q: 3 clusters Score -986054.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -986060.375000 Penalty: 4580.479492
	Iteration 69Q: 3 clusters Score -986060.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -986064.875000 Penalty: 4580.479492
	Iteration 70Q: 3 clusters Score -986064.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -986073.875000 Penalty: 4580.479492
	Iteration 71Q: 3 clusters Score -986073.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -986076.500000 Penalty: 4580.479492
	Iteration 72Q: 3 clusters Score -986076.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -986084.625000 Penalty: 4580.479492
	Iteration 73Q: 3 clusters Score -986084.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -986090.187500 Penalty: 4580.479492
	Iteration 74Q: 3 clusters Score -986090.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -986092.000000 Penalty: 4580.479492
	Iteration 75Q: 3 clusters Score -986092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -986095.562500 Penalty: 4580.479492
	Iteration 76Q: 3 clusters Score -986095.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -986098.750000 Penalty: 4580.479492
	Iteration 77Q: 3 clusters Score -986098.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -986100.437500 Penalty: 4580.479492
	Iteration 78Q: 3 clusters Score -986100.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -986104.750000 Penalty: 4580.479492
	Iteration 79Q: 3 clusters Score -986104.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -986109.250000 Penalty: 4580.479492
	Iteration 80F: 3 clusters Score -986109.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -986109.812500 Penalty: 4580.479492
	Iteration 81Q: 3 clusters Score -986109.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -986112.687500 Penalty: 4580.479492
	Iteration 82Q: 3 clusters Score -986112.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -986114.187500 Penalty: 4580.479492
	Iteration 83Q: 3 clusters Score -986114.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -986117.062500 Penalty: 4580.479492
	Iteration 84Q: 3 clusters Score -986117.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -986116.937500 Penalty: 4580.479492
	Iteration 85Q: 3 clusters Score -986116.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -986118.437500 Penalty: 4580.479492
	Iteration 86Q: 3 clusters Score -986118.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -986119.375000 Penalty: 4580.479492
	Iteration 87Q: 3 clusters Score -986119.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -986125.937500 Penalty: 4580.479492
	Iteration 88Q: 3 clusters Score -986125.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -986127.000000 Penalty: 4580.479492
	Iteration 89Q: 3 clusters Score -986127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -986130.875000 Penalty: 4580.479492
	Iteration 90Q: 3 clusters Score -986130.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -986137.062500 Penalty: 4580.479492
	Iteration 91Q: 3 clusters Score -986137.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -986136.625000 Penalty: 4580.479492
	Iteration 92Q: 3 clusters Score -986136.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -986138.125000 Penalty: 4580.479492
	Iteration 93Q: 3 clusters Score -986138.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -986138.375000 Penalty: 4580.479492
	Iteration 94Q: 3 clusters Score -986138.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -986140.125000 Penalty: 4580.479492
	Iteration 95Q: 3 clusters Score -986140.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -986141.500000 Penalty: 4580.479492
	Iteration 96Q: 3 clusters Score -986141.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -986144.500000 Penalty: 4580.479492
	Iteration 97Q: 3 clusters Score -986144.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -986144.625000 Penalty: 4580.479492
	Iteration 98Q: 3 clusters Score -986144.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -986145.000000 Penalty: 4580.479492
	Iteration 99Q: 3 clusters Score -986145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -986144.000000 Penalty: 4580.479492
	Iteration 100F: 3 clusters Score -986144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -986143.250000 Penalty: 4580.479492
	Iteration 101Q: 3 clusters Score -986143.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -986145.062500 Penalty: 4580.479492
	Iteration 102Q: 3 clusters Score -986145.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -986145.750000 Penalty: 4580.479492
	Iteration 103Q: 3 clusters Score -986145.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -986147.375000 Penalty: 4580.479492
	Iteration 104Q: 3 clusters Score -986147.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -986146.500000 Penalty: 4580.479492
	Iteration 105Q: 3 clusters Score -986146.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -986147.437500 Penalty: 4580.479492
	Iteration 106Q: 3 clusters Score -986147.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -986149.937500 Penalty: 4580.479492
	Iteration 107Q: 3 clusters Score -986149.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -986149.562500 Penalty: 4580.479492
	Iteration 108Q: 3 clusters Score -986149.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -986148.875000 Penalty: 4580.479492
	Iteration 109Q: 3 clusters Score -986148.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -986150.500000 Penalty: 4580.479492
	Iteration 110Q: 3 clusters Score -986150.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -986150.000000 Penalty: 4580.479492
	Iteration 111Q: 3 clusters Score -986150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -986150.000000 Penalty: 4580.479492
	Iteration 112F: 3 clusters Score -986150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (57090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57090 members 
Entering Unmasked Estep 
Score: -6016998.500000 Penalty: 2716.191162
	Iteration 0F: 2 clusters Score -6016998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -5978556.000000 Penalty: 5432.382324
	Iteration 0F: 3 clusters Score -5978556 nChanged 26483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -5995160.000000 Penalty: 5432.382324
	Iteration 1F: 3 clusters Score -5995160 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -5999366.500000 Penalty: 5432.382324
	Iteration 2F: 3 clusters Score -5999366 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -6005489.000000 Penalty: 5432.382324
	Iteration 3F: 3 clusters Score -6005489 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -6012356.000000 Penalty: 5432.382324
	Iteration 4F: 3 clusters Score -6012356 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -6017713.500000 Penalty: 5432.382324
	Iteration 5F: 3 clusters Score -6017714 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -6021236.000000 Penalty: 5432.382324
	Iteration 6F: 3 clusters Score -6021236 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -6022688.500000 Penalty: 5432.382324
	Iteration 7Q: 3 clusters Score -6022688 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -6023162.000000 Penalty: 5432.382324
	Iteration 8Q: 3 clusters Score -6023162 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36387 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -6023400.000000 Penalty: 5432.382324
	Iteration 9Q: 3 clusters Score -6023400 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -6023579.000000 Penalty: 5432.382324
	Iteration 10Q: 3 clusters Score -6023579 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -6023818.000000 Penalty: 5432.382324
	Iteration 11Q: 3 clusters Score -6023818 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -6024137.500000 Penalty: 5432.382324
	Iteration 12Q: 3 clusters Score -6024138 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -6024447.500000 Penalty: 5432.382324
	Iteration 13Q: 3 clusters Score -6024448 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -6024723.500000 Penalty: 5432.382324
	Iteration 14Q: 3 clusters Score -6024724 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -6025013.000000 Penalty: 5432.382324
	Iteration 15Q: 3 clusters Score -6025013 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -6025185.500000 Penalty: 5432.382324
	Iteration 16Q: 3 clusters Score -6025186 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -6025318.000000 Penalty: 5432.382324
	Iteration 17Q: 3 clusters Score -6025318 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -6025395.000000 Penalty: 5432.382324
	Iteration 18Q: 3 clusters Score -6025395 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -6025502.000000 Penalty: 5432.382324
	Iteration 19Q: 3 clusters Score -6025502 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -6025611.500000 Penalty: 5432.382324
	Iteration 20F: 3 clusters Score -6025612 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -6025698.500000 Penalty: 5432.382324
	Iteration 21Q: 3 clusters Score -6025698 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -6025761.500000 Penalty: 5432.382324
	Iteration 22Q: 3 clusters Score -6025762 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -6025827.000000 Penalty: 5432.382324
	Iteration 23Q: 3 clusters Score -6025827 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -6025876.000000 Penalty: 5432.382324
	Iteration 24Q: 3 clusters Score -6025876 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -6025911.000000 Penalty: 5432.382324
	Iteration 25Q: 3 clusters Score -6025911 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -6025956.500000 Penalty: 5432.382324
	Iteration 26Q: 3 clusters Score -6025956 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -6026016.500000 Penalty: 5432.382324
	Iteration 27Q: 3 clusters Score -6026016 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -6026054.500000 Penalty: 5432.382324
	Iteration 28Q: 3 clusters Score -6026054 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -6026083.500000 Penalty: 5432.382324
	Iteration 29Q: 3 clusters Score -6026084 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -6026145.000000 Penalty: 5432.382324
	Iteration 30Q: 3 clusters Score -6026145 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -6026162.500000 Penalty: 5432.382324
	Iteration 31Q: 3 clusters Score -6026162 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -6026185.500000 Penalty: 5432.382324
	Iteration 32Q: 3 clusters Score -6026186 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -6026226.000000 Penalty: 5432.382324
	Iteration 33Q: 3 clusters Score -6026226 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -6026231.500000 Penalty: 5432.382324
	Iteration 34Q: 3 clusters Score -6026232 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -6026275.500000 Penalty: 5432.382324
	Iteration 35Q: 3 clusters Score -6026276 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -6026294.500000 Penalty: 5432.382324
	Iteration 36Q: 3 clusters Score -6026294 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -6026316.000000 Penalty: 5432.382324
	Iteration 37Q: 3 clusters Score -6026316 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -6026322.000000 Penalty: 5432.382324
	Iteration 38Q: 3 clusters Score -6026322 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -6026343.500000 Penalty: 5432.382324
	Iteration 39Q: 3 clusters Score -6026344 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -6026381.500000 Penalty: 5432.382324
	Iteration 40F: 3 clusters Score -6026382 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -6026405.000000 Penalty: 5432.382324
	Iteration 41Q: 3 clusters Score -6026405 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -6026413.000000 Penalty: 5432.382324
	Iteration 42Q: 3 clusters Score -6026413 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -6026433.000000 Penalty: 5432.382324
	Iteration 43Q: 3 clusters Score -6026433 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -6026448.000000 Penalty: 5432.382324
	Iteration 44Q: 3 clusters Score -6026448 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -6026428.500000 Penalty: 5432.382324
	Iteration 45Q: 3 clusters Score -6026428 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -6026459.000000 Penalty: 5432.382324
	Iteration 46Q: 3 clusters Score -6026459 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -6026494.000000 Penalty: 5432.382324
	Iteration 47Q: 3 clusters Score -6026494 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -6026523.000000 Penalty: 5432.382324
	Iteration 48Q: 3 clusters Score -6026523 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -6026547.000000 Penalty: 5432.382324
	Iteration 49Q: 3 clusters Score -6026547 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -6026558.000000 Penalty: 5432.382324
	Iteration 50Q: 3 clusters Score -6026558 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -6026577.000000 Penalty: 5432.382324
	Iteration 51Q: 3 clusters Score -6026577 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -6026628.500000 Penalty: 5432.382324
	Iteration 52Q: 3 clusters Score -6026628 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -6026652.000000 Penalty: 5432.382324
	Iteration 53Q: 3 clusters Score -6026652 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -6026664.000000 Penalty: 5432.382324
	Iteration 54Q: 3 clusters Score -6026664 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -6026693.500000 Penalty: 5432.382324
	Iteration 55Q: 3 clusters Score -6026694 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -6026730.000000 Penalty: 5432.382324
	Iteration 56Q: 3 clusters Score -6026730 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -6026753.500000 Penalty: 5432.382324
	Iteration 57Q: 3 clusters Score -6026754 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -6026776.500000 Penalty: 5432.382324
	Iteration 58Q: 3 clusters Score -6026776 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -6026809.000000 Penalty: 5432.382324
	Iteration 59Q: 3 clusters Score -6026809 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -6026851.000000 Penalty: 5432.382324
	Iteration 60F: 3 clusters Score -6026851 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -6026859.000000 Penalty: 5432.382324
	Iteration 61Q: 3 clusters Score -6026859 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -6026907.500000 Penalty: 5432.382324
	Iteration 62Q: 3 clusters Score -6026908 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -6026929.000000 Penalty: 5432.382324
	Iteration 63Q: 3 clusters Score -6026929 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -6027005.000000 Penalty: 5432.382324
	Iteration 64Q: 3 clusters Score -6027005 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -6027054.500000 Penalty: 5432.382324
	Iteration 65Q: 3 clusters Score -6027054 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -6027106.500000 Penalty: 5432.382324
	Iteration 66Q: 3 clusters Score -6027106 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -6027225.000000 Penalty: 5432.382324
	Iteration 67Q: 3 clusters Score -6027225 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -6027340.000000 Penalty: 5432.382324
	Iteration 68Q: 3 clusters Score -6027340 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -6027482.500000 Penalty: 5432.382324
	Iteration 69Q: 3 clusters Score -6027482 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -6027684.500000 Penalty: 5432.382324
	Iteration 70Q: 3 clusters Score -6027684 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -6027951.000000 Penalty: 5432.382324
	Iteration 71Q: 3 clusters Score -6027951 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -6028235.000000 Penalty: 5432.382324
	Iteration 72Q: 3 clusters Score -6028235 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -6028506.000000 Penalty: 5432.382324
	Iteration 73Q: 3 clusters Score -6028506 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -6028809.500000 Penalty: 5432.382324
	Iteration 74Q: 3 clusters Score -6028810 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -6029060.500000 Penalty: 5432.382324
	Iteration 75Q: 3 clusters Score -6029060 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -6029252.500000 Penalty: 5432.382324
	Iteration 76Q: 3 clusters Score -6029252 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -6029401.000000 Penalty: 5432.382324
	Iteration 77Q: 3 clusters Score -6029401 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -6029527.500000 Penalty: 5432.382324
	Iteration 78Q: 3 clusters Score -6029528 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -6029605.500000 Penalty: 5432.382324
	Iteration 79Q: 3 clusters Score -6029606 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -6029637.000000 Penalty: 5432.382324
	Iteration 80F: 3 clusters Score -6029637 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -6029658.000000 Penalty: 5432.382324
	Iteration 81Q: 3 clusters Score -6029658 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -6029701.000000 Penalty: 5432.382324
	Iteration 82Q: 3 clusters Score -6029701 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -6029726.500000 Penalty: 5432.382324
	Iteration 83Q: 3 clusters Score -6029726 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -6029734.500000 Penalty: 5432.382324
	Iteration 84Q: 3 clusters Score -6029734 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -6029734.500000 Penalty: 5432.382324
	Iteration 85Q: 3 clusters Score -6029734 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -6029752.500000 Penalty: 5432.382324
	Iteration 86Q: 3 clusters Score -6029752 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -6029749.500000 Penalty: 5432.382324
	Iteration 87Q: 3 clusters Score -6029750 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -6029757.500000 Penalty: 5432.382324
	Iteration 88Q: 3 clusters Score -6029758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -6029753.500000 Penalty: 5432.382324
	Iteration 89Q: 3 clusters Score -6029754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -6029747.500000 Penalty: 5432.382324
	Iteration 90Q: 3 clusters Score -6029748 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -6029748.500000 Penalty: 5432.382324
	Iteration 91Q: 3 clusters Score -6029748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -6029738.000000 Penalty: 5432.382324
	Iteration 92Q: 3 clusters Score -6029738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -6029742.500000 Penalty: 5432.382324
	Iteration 93Q: 3 clusters Score -6029742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -6029745.500000 Penalty: 5432.382324
	Iteration 94Q: 3 clusters Score -6029746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
Score: -6029756.000000 Penalty: 5432.382324
	Iteration 95Q: 3 clusters Score -6029756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -6029768.000000 Penalty: 5432.382324
	Iteration 96Q: 3 clusters Score -6029768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -6029761.000000 Penalty: 5432.382324
	Iteration 97Q: 3 clusters Score -6029761 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 38457 members 
Entering Unmasked Estep 
Score: -6029758.500000 Penalty: 5432.382324
	Iteration 98Q: 3 clusters Score -6029758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -6029764.000000 Penalty: 5432.382324
	Iteration 99Q: 3 clusters Score -6029764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -6029759.000000 Penalty: 5432.382324
	Iteration 100F: 3 clusters Score -6029759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 38505 members 
Entering Unmasked Estep 
Score: -6029757.500000 Penalty: 5432.382324
	Iteration 101Q: 3 clusters Score -6029758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -6029759.000000 Penalty: 5432.382324
	Iteration 102Q: 3 clusters Score -6029759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -6029758.000000 Penalty: 5432.382324
	Iteration 103Q: 3 clusters Score -6029758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -6029762.000000 Penalty: 5432.382324
	Iteration 104Q: 3 clusters Score -6029762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -6029762.000000 Penalty: 5432.382324
	Iteration 105Q: 3 clusters Score -6029762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -6029753.500000 Penalty: 5432.382324
	Iteration 106Q: 3 clusters Score -6029754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -6029766.000000 Penalty: 5432.382324
	Iteration 107Q: 3 clusters Score -6029766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -6029765.000000 Penalty: 5432.382324
	Iteration 108Q: 3 clusters Score -6029765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -6029756.000000 Penalty: 5432.382324
	Iteration 109Q: 3 clusters Score -6029756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -6029756.000000 Penalty: 5432.382324
	Iteration 110Q: 3 clusters Score -6029756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -6029752.500000 Penalty: 5432.382324
	Iteration 111Q: 3 clusters Score -6029752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -6029755.000000 Penalty: 5432.382324
	Iteration 112Q: 3 clusters Score -6029755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -6029757.000000 Penalty: 5432.382324
	Iteration 113Q: 3 clusters Score -6029757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -6029754.500000 Penalty: 5432.382324
	Iteration 114Q: 3 clusters Score -6029754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -6029754.500000 Penalty: 5432.382324
	Iteration 115F: 3 clusters Score -6029754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 78314 members 
Mstep: Class 2 contains 14792 members 
Mstep: Class 3 contains 7646 members 
Mstep: Class 4 contains 12074 members 
Mstep: Class 5 contains 10248 members 
Mstep: Class 6 contains 18453 members 
Mstep: Class 7 contains 32560 members 
Mstep: Class 8 contains 27826 members 
Mstep: Class 9 contains 25690 members 
Mstep: Class 10 contains 49140 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 1648 members 
Mstep: Class 13 contains 9243 members 
Mstep: Class 14 contains 12311 members 
Mstep: Class 15 contains 91834 members 
Mstep: Class 16 contains 83342 members 
Mstep: Class 17 contains 7456 members 
Mstep: Class 18 contains 29237 members 
Mstep: Class 19 contains 50001 members 
Mstep: Class 20 contains 10048 members 
Mstep: Class 21 contains 28716 members 
Mstep: Class 22 contains 3185 members 
Mstep: Class 23 contains 2096 members 
Mstep: Class 24 contains 38637 members 
Entering Unmasked Estep 
Score: -64581608.000000 Penalty: 79649.484375
Splitting cluster 6 changes total score from -64565640.000000 to -64581608.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (32560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Entering Unmasked Estep 
Score: -3453736.500000 Penalty: 2576.928223
	Iteration 0F: 2 clusters Score -3453736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -3431491.500000 Penalty: 5153.856445
	Iteration 0F: 3 clusters Score -3431492 nChanged 14814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -3440395.000000 Penalty: 5153.856445
	Iteration 1F: 3 clusters Score -3440395 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -3442472.500000 Penalty: 5153.856445
	Iteration 2F: 3 clusters Score -3442472 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -3445677.750000 Penalty: 5153.856445
	Iteration 3F: 3 clusters Score -3445678 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -3449383.500000 Penalty: 5153.856445
	Iteration 4F: 3 clusters Score -3449384 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -3452166.500000 Penalty: 5153.856445
	Iteration 5F: 3 clusters Score -3452166 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -3453844.500000 Penalty: 5153.856445
	Iteration 6F: 3 clusters Score -3453844 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -3455075.000000 Penalty: 5153.856445
	Iteration 7Q: 3 clusters Score -3455075 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -3455895.500000 Penalty: 5153.856445
	Iteration 8Q: 3 clusters Score -3455896 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -3456235.250000 Penalty: 5153.856445
	Iteration 9Q: 3 clusters Score -3456235 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -3456361.750000 Penalty: 5153.856445
	Iteration 10Q: 3 clusters Score -3456362 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -3456425.250000 Penalty: 5153.856445
	Iteration 11Q: 3 clusters Score -3456425 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -3456480.750000 Penalty: 5153.856445
	Iteration 12Q: 3 clusters Score -3456481 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -3456506.500000 Penalty: 5153.856445
	Iteration 13Q: 3 clusters Score -3456506 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -3456534.750000 Penalty: 5153.856445
	Iteration 14Q: 3 clusters Score -3456535 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -3456572.500000 Penalty: 5153.856445
	Iteration 15Q: 3 clusters Score -3456572 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -3456603.000000 Penalty: 5153.856445
	Iteration 16Q: 3 clusters Score -3456603 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -3456639.000000 Penalty: 5153.856445
	Iteration 17Q: 3 clusters Score -3456639 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -3456739.500000 Penalty: 5153.856445
	Iteration 18Q: 3 clusters Score -3456740 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -3456860.750000 Penalty: 5153.856445
	Iteration 19Q: 3 clusters Score -3456861 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -3457051.000000 Penalty: 5153.856445
	Iteration 20F: 3 clusters Score -3457051 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -3457365.000000 Penalty: 5153.856445
	Iteration 21Q: 3 clusters Score -3457365 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -3457813.000000 Penalty: 5153.856445
	Iteration 22Q: 3 clusters Score -3457813 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -3458310.750000 Penalty: 5153.856445
	Iteration 23Q: 3 clusters Score -3458311 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -3458629.000000 Penalty: 5153.856445
	Iteration 24Q: 3 clusters Score -3458629 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -3458818.250000 Penalty: 5153.856445
	Iteration 25Q: 3 clusters Score -3458818 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -3458982.000000 Penalty: 5153.856445
	Iteration 26Q: 3 clusters Score -3458982 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -3459243.500000 Penalty: 5153.856445
	Iteration 27Q: 3 clusters Score -3459244 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -3459576.750000 Penalty: 5153.856445
	Iteration 28Q: 3 clusters Score -3459577 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -3459779.500000 Penalty: 5153.856445
	Iteration 29Q: 3 clusters Score -3459780 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -3459875.500000 Penalty: 5153.856445
	Iteration 30Q: 3 clusters Score -3459876 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -3459915.500000 Penalty: 5153.856445
	Iteration 31Q: 3 clusters Score -3459916 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -3459949.000000 Penalty: 5153.856445
	Iteration 32Q: 3 clusters Score -3459949 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -3459953.000000 Penalty: 5153.856445
	Iteration 33Q: 3 clusters Score -3459953 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -3459964.500000 Penalty: 5153.856445
	Iteration 34Q: 3 clusters Score -3459964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -3459961.000000 Penalty: 5153.856445
	Iteration 35Q: 3 clusters Score -3459961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -3459967.750000 Penalty: 5153.856445
	Iteration 36Q: 3 clusters Score -3459968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -3459979.500000 Penalty: 5153.856445
	Iteration 37Q: 3 clusters Score -3459980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -3459972.250000 Penalty: 5153.856445
	Iteration 38Q: 3 clusters Score -3459972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -3459982.500000 Penalty: 5153.856445
	Iteration 39Q: 3 clusters Score -3459982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -3460138.250000 Penalty: 5153.856445
	Iteration 40F: 3 clusters Score -3460138 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -3460171.250000 Penalty: 5153.856445
	Iteration 41Q: 3 clusters Score -3460171 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -3460175.500000 Penalty: 5153.856445
	Iteration 42Q: 3 clusters Score -3460176 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -3460178.250000 Penalty: 5153.856445
	Iteration 43Q: 3 clusters Score -3460178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -3460187.500000 Penalty: 5153.856445
	Iteration 44Q: 3 clusters Score -3460188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -3460191.000000 Penalty: 5153.856445
	Iteration 45Q: 3 clusters Score -3460191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -3460190.250000 Penalty: 5153.856445
	Iteration 46Q: 3 clusters Score -3460190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -3460190.500000 Penalty: 5153.856445
	Iteration 47Q: 3 clusters Score -3460190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -3460193.250000 Penalty: 5153.856445
	Iteration 48Q: 3 clusters Score -3460193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -3460191.500000 Penalty: 5153.856445
	Iteration 49Q: 3 clusters Score -3460192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -3460193.250000 Penalty: 5153.856445
	Iteration 50Q: 3 clusters Score -3460193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -3460194.750000 Penalty: 5153.856445
	Iteration 51Q: 3 clusters Score -3460195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -3460192.500000 Penalty: 5153.856445
	Iteration 52Q: 3 clusters Score -3460192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -3460191.750000 Penalty: 5153.856445
	Iteration 53Q: 3 clusters Score -3460192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -3460191.750000 Penalty: 5153.856445
	Iteration 54F: 3 clusters Score -3460192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 78314 members 
Mstep: Class 2 contains 14792 members 
Mstep: Class 3 contains 7646 members 
Mstep: Class 4 contains 12074 members 
Mstep: Class 5 contains 10248 members 
Mstep: Class 6 contains 18453 members 
Mstep: Class 7 contains 25830 members 
Mstep: Class 8 contains 27826 members 
Mstep: Class 9 contains 25690 members 
Mstep: Class 10 contains 49140 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 1648 members 
Mstep: Class 13 contains 9243 members 
Mstep: Class 14 contains 12311 members 
Mstep: Class 15 contains 91834 members 
Mstep: Class 16 contains 83342 members 
Mstep: Class 17 contains 7456 members 
Mstep: Class 18 contains 29237 members 
Mstep: Class 19 contains 50001 members 
Mstep: Class 20 contains 10048 members 
Mstep: Class 21 contains 28716 members 
Mstep: Class 22 contains 3185 members 
Mstep: Class 23 contains 2096 members 
Mstep: Class 24 contains 38637 members 
Mstep: Class 25 contains 6730 members 
Entering Unmasked Estep 
Score: -64587236.000000 Penalty: 82968.218750
Splitting cluster 7 changes total score from -64565640.000000 to -64587236.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (27826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Entering Unmasked Estep 
Score: -2999832.000000 Penalty: 2537.964111
	Iteration 0F: 2 clusters Score -2999832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2980660.250000 Penalty: 5075.928223
	Iteration 0F: 3 clusters Score -2980660 nChanged 12492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2987692.250000 Penalty: 5075.928223
	Iteration 1F: 3 clusters Score -2987692 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2989242.250000 Penalty: 5075.928223
	Iteration 2F: 3 clusters Score -2989242 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2993180.000000 Penalty: 5075.928223
	Iteration 3F: 3 clusters Score -2993180 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -2998068.750000 Penalty: 5075.928223
	Iteration 4F: 3 clusters Score -2998069 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -3002683.750000 Penalty: 5075.928223
	Iteration 5F: 3 clusters Score -3002684 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -3006064.000000 Penalty: 5075.928223
	Iteration 6F: 3 clusters Score -3006064 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -3008174.250000 Penalty: 5075.928223
	Iteration 7F: 3 clusters Score -3008174 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -3009199.750000 Penalty: 5075.928223
	Iteration 8Q: 3 clusters Score -3009200 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -3009526.250000 Penalty: 5075.928223
	Iteration 9Q: 3 clusters Score -3009526 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -3009619.500000 Penalty: 5075.928223
	Iteration 10Q: 3 clusters Score -3009620 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -3009642.500000 Penalty: 5075.928223
	Iteration 11Q: 3 clusters Score -3009642 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -3009650.500000 Penalty: 5075.928223
	Iteration 12Q: 3 clusters Score -3009650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -3009662.000000 Penalty: 5075.928223
	Iteration 13Q: 3 clusters Score -3009662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -3009668.000000 Penalty: 5075.928223
	Iteration 14Q: 3 clusters Score -3009668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -3009674.000000 Penalty: 5075.928223
	Iteration 15Q: 3 clusters Score -3009674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -3009672.750000 Penalty: 5075.928223
	Iteration 16Q: 3 clusters Score -3009673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -3009669.000000 Penalty: 5075.928223
	Iteration 17Q: 3 clusters Score -3009669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -3009675.000000 Penalty: 5075.928223
	Iteration 18Q: 3 clusters Score -3009675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -3009675.000000 Penalty: 5075.928223
	Iteration 19F: 3 clusters Score -3009675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 78314 members 
Mstep: Class 2 contains 14792 members 
Mstep: Class 3 contains 7646 members 
Mstep: Class 4 contains 12074 members 
Mstep: Class 5 contains 10248 members 
Mstep: Class 6 contains 18453 members 
Mstep: Class 7 contains 25830 members 
Mstep: Class 8 contains 6062 members 
Mstep: Class 9 contains 25690 members 
Mstep: Class 10 contains 49140 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 1648 members 
Mstep: Class 13 contains 9243 members 
Mstep: Class 14 contains 12311 members 
Mstep: Class 15 contains 91834 members 
Mstep: Class 16 contains 83342 members 
Mstep: Class 17 contains 7456 members 
Mstep: Class 18 contains 29237 members 
Mstep: Class 19 contains 50001 members 
Mstep: Class 20 contains 10048 members 
Mstep: Class 21 contains 28716 members 
Mstep: Class 22 contains 3185 members 
Mstep: Class 23 contains 2096 members 
Mstep: Class 24 contains 38637 members 
Mstep: Class 25 contains 6730 members 
Mstep: Class 26 contains 21764 members 
Entering Unmasked Estep 
Score: -64596128.000000 Penalty: 86286.945312
Splitting cluster 8 changes total score from -64565640.000000 to -64596128.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (25690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Entering Unmasked Estep 
Score: -2112062.750000 Penalty: 2518.156494
	Iteration 0F: 2 clusters Score -2112063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2094364.000000 Penalty: 5036.312988
	Iteration 0F: 3 clusters Score -2094364 nChanged 11478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2101181.000000 Penalty: 5036.312988
	Iteration 1F: 3 clusters Score -2101181 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2102478.250000 Penalty: 5036.312988
	Iteration 2F: 3 clusters Score -2102478 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2104017.250000 Penalty: 5036.312988
	Iteration 3F: 3 clusters Score -2104017 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2105401.000000 Penalty: 5036.312988
	Iteration 4F: 3 clusters Score -2105401 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -2106467.500000 Penalty: 5036.312988
	Iteration 5F: 3 clusters Score -2106468 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2107201.250000 Penalty: 5036.312988
	Iteration 6F: 3 clusters Score -2107201 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2107644.250000 Penalty: 5036.312988
	Iteration 7Q: 3 clusters Score -2107644 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2107974.500000 Penalty: 5036.312988
	Iteration 8Q: 3 clusters Score -2107974 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2108198.500000 Penalty: 5036.312988
	Iteration 9Q: 3 clusters Score -2108198 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -2108386.250000 Penalty: 5036.312988
	Iteration 10Q: 3 clusters Score -2108386 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2108547.250000 Penalty: 5036.312988
	Iteration 11Q: 3 clusters Score -2108547 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -2108691.000000 Penalty: 5036.312988
	Iteration 12Q: 3 clusters Score -2108691 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2108858.250000 Penalty: 5036.312988
	Iteration 13Q: 3 clusters Score -2108858 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2109037.500000 Penalty: 5036.312988
	Iteration 14Q: 3 clusters Score -2109038 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2109190.500000 Penalty: 5036.312988
	Iteration 15Q: 3 clusters Score -2109190 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2109322.000000 Penalty: 5036.312988
	Iteration 16Q: 3 clusters Score -2109322 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -2109403.750000 Penalty: 5036.312988
	Iteration 17Q: 3 clusters Score -2109404 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -2109482.000000 Penalty: 5036.312988
	Iteration 18Q: 3 clusters Score -2109482 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2109548.250000 Penalty: 5036.312988
	Iteration 19Q: 3 clusters Score -2109548 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2109599.500000 Penalty: 5036.312988
	Iteration 20F: 3 clusters Score -2109600 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2109647.750000 Penalty: 5036.312988
	Iteration 21Q: 3 clusters Score -2109648 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2109696.750000 Penalty: 5036.312988
	Iteration 22Q: 3 clusters Score -2109697 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2109739.500000 Penalty: 5036.312988
	Iteration 23Q: 3 clusters Score -2109740 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2109775.250000 Penalty: 5036.312988
	Iteration 24Q: 3 clusters Score -2109775 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2109806.000000 Penalty: 5036.312988
	Iteration 25Q: 3 clusters Score -2109806 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2109838.000000 Penalty: 5036.312988
	Iteration 26Q: 3 clusters Score -2109838 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2109869.000000 Penalty: 5036.312988
	Iteration 27Q: 3 clusters Score -2109869 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2109896.500000 Penalty: 5036.312988
	Iteration 28Q: 3 clusters Score -2109896 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2109915.750000 Penalty: 5036.312988
	Iteration 29Q: 3 clusters Score -2109916 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2109952.250000 Penalty: 5036.312988
	Iteration 30Q: 3 clusters Score -2109952 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -2109986.000000 Penalty: 5036.312988
	Iteration 31Q: 3 clusters Score -2109986 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2110017.000000 Penalty: 5036.312988
	Iteration 32Q: 3 clusters Score -2110017 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2110045.250000 Penalty: 5036.312988
	Iteration 33Q: 3 clusters Score -2110045 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2110067.750000 Penalty: 5036.312988
	Iteration 34Q: 3 clusters Score -2110068 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -2110105.750000 Penalty: 5036.312988
	Iteration 35Q: 3 clusters Score -2110106 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2110147.000000 Penalty: 5036.312988
	Iteration 36Q: 3 clusters Score -2110147 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2110177.750000 Penalty: 5036.312988
	Iteration 37Q: 3 clusters Score -2110178 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2110226.750000 Penalty: 5036.312988
	Iteration 38Q: 3 clusters Score -2110227 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2110284.750000 Penalty: 5036.312988
	Iteration 39Q: 3 clusters Score -2110285 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2110350.750000 Penalty: 5036.312988
	Iteration 40F: 3 clusters Score -2110351 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2110428.250000 Penalty: 5036.312988
	Iteration 41Q: 3 clusters Score -2110428 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -2110510.750000 Penalty: 5036.312988
	Iteration 42Q: 3 clusters Score -2110511 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2110580.500000 Penalty: 5036.312988
	Iteration 43Q: 3 clusters Score -2110580 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2110683.500000 Penalty: 5036.312988
	Iteration 44Q: 3 clusters Score -2110684 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2110766.500000 Penalty: 5036.312988
	Iteration 45Q: 3 clusters Score -2110766 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2110814.250000 Penalty: 5036.312988
	Iteration 46Q: 3 clusters Score -2110814 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2110886.250000 Penalty: 5036.312988
	Iteration 47Q: 3 clusters Score -2110886 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2110926.500000 Penalty: 5036.312988
	Iteration 48Q: 3 clusters Score -2110926 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2110960.000000 Penalty: 5036.312988
	Iteration 49Q: 3 clusters Score -2110960 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2110996.250000 Penalty: 5036.312988
	Iteration 50Q: 3 clusters Score -2110996 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2111020.500000 Penalty: 5036.312988
	Iteration 51Q: 3 clusters Score -2111020 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2111053.750000 Penalty: 5036.312988
	Iteration 52Q: 3 clusters Score -2111054 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2111074.750000 Penalty: 5036.312988
	Iteration 53Q: 3 clusters Score -2111075 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2111097.500000 Penalty: 5036.312988
	Iteration 54Q: 3 clusters Score -2111098 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -2111122.500000 Penalty: 5036.312988
	Iteration 55Q: 3 clusters Score -2111122 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2111143.250000 Penalty: 5036.312988
	Iteration 56Q: 3 clusters Score -2111143 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2111161.500000 Penalty: 5036.312988
	Iteration 57Q: 3 clusters Score -2111162 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -2111179.750000 Penalty: 5036.312988
	Iteration 58Q: 3 clusters Score -2111180 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2111182.750000 Penalty: 5036.312988
	Iteration 59Q: 3 clusters Score -2111183 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2111204.000000 Penalty: 5036.312988
	Iteration 60F: 3 clusters Score -2111204 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2111222.750000 Penalty: 5036.312988
	Iteration 61Q: 3 clusters Score -2111223 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2111238.500000 Penalty: 5036.312988
	Iteration 62Q: 3 clusters Score -2111238 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2111246.000000 Penalty: 5036.312988
	Iteration 63Q: 3 clusters Score -2111246 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2111266.250000 Penalty: 5036.312988
	Iteration 64Q: 3 clusters Score -2111266 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -2111267.500000 Penalty: 5036.312988
	Iteration 65Q: 3 clusters Score -2111268 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -2111268.000000 Penalty: 5036.312988
	Iteration 66Q: 3 clusters Score -2111268 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2111277.250000 Penalty: 5036.312988
	Iteration 67Q: 3 clusters Score -2111277 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -2111290.500000 Penalty: 5036.312988
	Iteration 68Q: 3 clusters Score -2111290 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2111299.750000 Penalty: 5036.312988
	Iteration 69Q: 3 clusters Score -2111300 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2111307.500000 Penalty: 5036.312988
	Iteration 70Q: 3 clusters Score -2111308 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -2111320.500000 Penalty: 5036.312988
	Iteration 71Q: 3 clusters Score -2111320 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -2111318.750000 Penalty: 5036.312988
	Iteration 72Q: 3 clusters Score -2111319 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2111329.000000 Penalty: 5036.312988
	Iteration 73Q: 3 clusters Score -2111329 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2111331.000000 Penalty: 5036.312988
	Iteration 74Q: 3 clusters Score -2111331 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -2111331.000000 Penalty: 5036.312988
	Iteration 75Q: 3 clusters Score -2111331 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2111331.000000 Penalty: 5036.312988
	Iteration 76Q: 3 clusters Score -2111331 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2111337.250000 Penalty: 5036.312988
	Iteration 77Q: 3 clusters Score -2111337 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2111339.000000 Penalty: 5036.312988
	Iteration 78Q: 3 clusters Score -2111339 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2111345.500000 Penalty: 5036.312988
	Iteration 79Q: 3 clusters Score -2111346 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2111348.500000 Penalty: 5036.312988
	Iteration 80F: 3 clusters Score -2111348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2111351.000000 Penalty: 5036.312988
	Iteration 81Q: 3 clusters Score -2111351 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2111358.000000 Penalty: 5036.312988
	Iteration 82Q: 3 clusters Score -2111358 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -2111370.000000 Penalty: 5036.312988
	Iteration 83Q: 3 clusters Score -2111370 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2111372.250000 Penalty: 5036.312988
	Iteration 84Q: 3 clusters Score -2111372 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -2111379.000000 Penalty: 5036.312988
	Iteration 85Q: 3 clusters Score -2111379 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -2111389.250000 Penalty: 5036.312988
	Iteration 86Q: 3 clusters Score -2111389 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2111384.750000 Penalty: 5036.312988
	Iteration 87Q: 3 clusters Score -2111385 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2111395.750000 Penalty: 5036.312988
	Iteration 88Q: 3 clusters Score -2111396 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2111403.000000 Penalty: 5036.312988
	Iteration 89Q: 3 clusters Score -2111403 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -2111406.500000 Penalty: 5036.312988
	Iteration 90Q: 3 clusters Score -2111406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2111414.750000 Penalty: 5036.312988
	Iteration 91Q: 3 clusters Score -2111415 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2111424.500000 Penalty: 5036.312988
	Iteration 92Q: 3 clusters Score -2111424 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2111422.500000 Penalty: 5036.312988
	Iteration 93Q: 3 clusters Score -2111422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2111423.250000 Penalty: 5036.312988
	Iteration 94Q: 3 clusters Score -2111423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -2111425.000000 Penalty: 5036.312988
	Iteration 95Q: 3 clusters Score -2111425 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -2111430.000000 Penalty: 5036.312988
	Iteration 96Q: 3 clusters Score -2111430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -2111425.750000 Penalty: 5036.312988
	Iteration 97Q: 3 clusters Score -2111426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2111428.250000 Penalty: 5036.312988
	Iteration 98Q: 3 clusters Score -2111428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -2111429.750000 Penalty: 5036.312988
	Iteration 99Q: 3 clusters Score -2111430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -2111438.000000 Penalty: 5036.312988
	Iteration 100F: 3 clusters Score -2111438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2111435.000000 Penalty: 5036.312988
	Iteration 101Q: 3 clusters Score -2111435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -2111430.250000 Penalty: 5036.312988
	Iteration 102Q: 3 clusters Score -2111430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2111430.000000 Penalty: 5036.312988
	Iteration 103Q: 3 clusters Score -2111430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2111432.250000 Penalty: 5036.312988
	Iteration 104Q: 3 clusters Score -2111432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2111439.000000 Penalty: 5036.312988
	Iteration 105Q: 3 clusters Score -2111439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -2111435.000000 Penalty: 5036.312988
	Iteration 106Q: 3 clusters Score -2111435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2111442.500000 Penalty: 5036.312988
	Iteration 107Q: 3 clusters Score -2111442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -2111439.500000 Penalty: 5036.312988
	Iteration 108Q: 3 clusters Score -2111440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -2111441.000000 Penalty: 5036.312988
	Iteration 109Q: 3 clusters Score -2111441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2111445.500000 Penalty: 5036.312988
	Iteration 110Q: 3 clusters Score -2111446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2111446.000000 Penalty: 5036.312988
	Iteration 111Q: 3 clusters Score -2111446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2111444.750000 Penalty: 5036.312988
	Iteration 112Q: 3 clusters Score -2111445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2111446.000000 Penalty: 5036.312988
	Iteration 113Q: 3 clusters Score -2111446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2111446.000000 Penalty: 5036.312988
	Iteration 114Q: 3 clusters Score -2111446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2111445.000000 Penalty: 5036.312988
	Iteration 115Q: 3 clusters Score -2111445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2111450.250000 Penalty: 5036.312988
	Iteration 116Q: 3 clusters Score -2111450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2111449.750000 Penalty: 5036.312988
	Iteration 117Q: 3 clusters Score -2111450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2111451.000000 Penalty: 5036.312988
	Iteration 118Q: 3 clusters Score -2111451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -2111458.250000 Penalty: 5036.312988
	Iteration 119Q: 3 clusters Score -2111458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2111457.750000 Penalty: 5036.312988
	Iteration 120F: 3 clusters Score -2111458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2111456.000000 Penalty: 5036.312988
	Iteration 121Q: 3 clusters Score -2111456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2111460.750000 Penalty: 5036.312988
	Iteration 122Q: 3 clusters Score -2111461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -2111462.000000 Penalty: 5036.312988
	Iteration 123Q: 3 clusters Score -2111462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2111465.000000 Penalty: 5036.312988
	Iteration 124Q: 3 clusters Score -2111465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -2111465.000000 Penalty: 5036.312988
	Iteration 125Q: 3 clusters Score -2111465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2111468.500000 Penalty: 5036.312988
	Iteration 126Q: 3 clusters Score -2111468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2111471.000000 Penalty: 5036.312988
	Iteration 127Q: 3 clusters Score -2111471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2111466.500000 Penalty: 5036.312988
	Iteration 128Q: 3 clusters Score -2111466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2111467.000000 Penalty: 5036.312988
	Iteration 129Q: 3 clusters Score -2111467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2111465.750000 Penalty: 5036.312988
	Iteration 130Q: 3 clusters Score -2111466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2111467.500000 Penalty: 5036.312988
	Iteration 131Q: 3 clusters Score -2111468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -2111468.750000 Penalty: 5036.312988
	Iteration 132Q: 3 clusters Score -2111469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -2111468.250000 Penalty: 5036.312988
	Iteration 133Q: 3 clusters Score -2111468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -2111468.250000 Penalty: 5036.312988
	Iteration 134F: 3 clusters Score -2111468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49140 members 
Entering Unmasked Estep 
Score: -5195270.000000 Penalty: 2679.002197
	Iteration 0F: 2 clusters Score -5195270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -5162277.000000 Penalty: 5358.004395
	Iteration 0F: 3 clusters Score -5162277 nChanged 22691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -5177086.500000 Penalty: 5358.004395
	Iteration 1F: 3 clusters Score -5177086 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -5181576.000000 Penalty: 5358.004395
	Iteration 2F: 3 clusters Score -5181576 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -5187526.000000 Penalty: 5358.004395
	Iteration 3F: 3 clusters Score -5187526 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -5191565.500000 Penalty: 5358.004395
	Iteration 4F: 3 clusters Score -5191566 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -5193379.000000 Penalty: 5358.004395
	Iteration 5F: 3 clusters Score -5193379 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -5194262.000000 Penalty: 5358.004395
	Iteration 6Q: 3 clusters Score -5194262 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -5194746.500000 Penalty: 5358.004395
	Iteration 7Q: 3 clusters Score -5194746 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -5195165.500000 Penalty: 5358.004395
	Iteration 8Q: 3 clusters Score -5195166 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -5195501.500000 Penalty: 5358.004395
	Iteration 9Q: 3 clusters Score -5195502 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -5195770.500000 Penalty: 5358.004395
	Iteration 10Q: 3 clusters Score -5195770 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -5196017.000000 Penalty: 5358.004395
	Iteration 11Q: 3 clusters Score -5196017 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -5196212.000000 Penalty: 5358.004395
	Iteration 12Q: 3 clusters Score -5196212 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -5196389.500000 Penalty: 5358.004395
	Iteration 13Q: 3 clusters Score -5196390 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -5196576.000000 Penalty: 5358.004395
	Iteration 14Q: 3 clusters Score -5196576 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -5196750.000000 Penalty: 5358.004395
	Iteration 15Q: 3 clusters Score -5196750 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -5196914.500000 Penalty: 5358.004395
	Iteration 16Q: 3 clusters Score -5196914 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -5197053.000000 Penalty: 5358.004395
	Iteration 17Q: 3 clusters Score -5197053 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -5197187.000000 Penalty: 5358.004395
	Iteration 18Q: 3 clusters Score -5197187 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -5197288.000000 Penalty: 5358.004395
	Iteration 19Q: 3 clusters Score -5197288 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -5197352.500000 Penalty: 5358.004395
	Iteration 20F: 3 clusters Score -5197352 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -5197409.000000 Penalty: 5358.004395
	Iteration 21Q: 3 clusters Score -5197409 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -5197436.500000 Penalty: 5358.004395
	Iteration 22Q: 3 clusters Score -5197436 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -5197459.500000 Penalty: 5358.004395
	Iteration 23Q: 3 clusters Score -5197460 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -5197488.000000 Penalty: 5358.004395
	Iteration 24Q: 3 clusters Score -5197488 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -5197519.000000 Penalty: 5358.004395
	Iteration 25Q: 3 clusters Score -5197519 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -5197515.000000 Penalty: 5358.004395
	Iteration 26Q: 3 clusters Score -5197515 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -5197532.500000 Penalty: 5358.004395
	Iteration 27Q: 3 clusters Score -5197532 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -5197531.000000 Penalty: 5358.004395
	Iteration 28Q: 3 clusters Score -5197531 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -5197548.000000 Penalty: 5358.004395
	Iteration 29Q: 3 clusters Score -5197548 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -5197552.000000 Penalty: 5358.004395
	Iteration 30Q: 3 clusters Score -5197552 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -5197542.000000 Penalty: 5358.004395
	Iteration 31Q: 3 clusters Score -5197542 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -5197544.500000 Penalty: 5358.004395
	Iteration 32Q: 3 clusters Score -5197544 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -5197550.000000 Penalty: 5358.004395
	Iteration 33Q: 3 clusters Score -5197550 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -5197550.000000 Penalty: 5358.004395
	Iteration 34Q: 3 clusters Score -5197550 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -5197547.000000 Penalty: 5358.004395
	Iteration 35Q: 3 clusters Score -5197547 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -5197562.000000 Penalty: 5358.004395
	Iteration 36Q: 3 clusters Score -5197562 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -5197548.000000 Penalty: 5358.004395
	Iteration 37Q: 3 clusters Score -5197548 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -5197556.500000 Penalty: 5358.004395
	Iteration 38Q: 3 clusters Score -5197556 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -5197546.000000 Penalty: 5358.004395
	Iteration 39Q: 3 clusters Score -5197546 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -5197551.500000 Penalty: 5358.004395
	Iteration 40F: 3 clusters Score -5197552 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -5197562.500000 Penalty: 5358.004395
	Iteration 41Q: 3 clusters Score -5197562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -5197576.500000 Penalty: 5358.004395
	Iteration 42Q: 3 clusters Score -5197576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -5197575.000000 Penalty: 5358.004395
	Iteration 43Q: 3 clusters Score -5197575 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -5197571.500000 Penalty: 5358.004395
	Iteration 44Q: 3 clusters Score -5197572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -5197578.000000 Penalty: 5358.004395
	Iteration 45Q: 3 clusters Score -5197578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -5197581.000000 Penalty: 5358.004395
	Iteration 46Q: 3 clusters Score -5197581 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -5197581.500000 Penalty: 5358.004395
	Iteration 47Q: 3 clusters Score -5197582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -5197586.000000 Penalty: 5358.004395
	Iteration 48Q: 3 clusters Score -5197586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -5197580.000000 Penalty: 5358.004395
	Iteration 49Q: 3 clusters Score -5197580 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -5197586.000000 Penalty: 5358.004395
	Iteration 50Q: 3 clusters Score -5197586 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -5197588.500000 Penalty: 5358.004395
	Iteration 51Q: 3 clusters Score -5197588 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -5197586.500000 Penalty: 5358.004395
	Iteration 52Q: 3 clusters Score -5197586 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -5197593.000000 Penalty: 5358.004395
	Iteration 53Q: 3 clusters Score -5197593 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -5197591.500000 Penalty: 5358.004395
	Iteration 54Q: 3 clusters Score -5197592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -5197600.500000 Penalty: 5358.004395
	Iteration 55Q: 3 clusters Score -5197600 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -5197609.000000 Penalty: 5358.004395
	Iteration 56Q: 3 clusters Score -5197609 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -5197605.000000 Penalty: 5358.004395
	Iteration 57Q: 3 clusters Score -5197605 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -5197610.000000 Penalty: 5358.004395
	Iteration 58Q: 3 clusters Score -5197610 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -5197612.000000 Penalty: 5358.004395
	Iteration 59Q: 3 clusters Score -5197612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -5197603.000000 Penalty: 5358.004395
	Iteration 60F: 3 clusters Score -5197603 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -5197609.000000 Penalty: 5358.004395
	Iteration 61Q: 3 clusters Score -5197609 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -5197602.000000 Penalty: 5358.004395
	Iteration 62Q: 3 clusters Score -5197602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -5197608.500000 Penalty: 5358.004395
	Iteration 63Q: 3 clusters Score -5197608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33372 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -5197614.000000 Penalty: 5358.004395
	Iteration 64Q: 3 clusters Score -5197614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -5197611.500000 Penalty: 5358.004395
	Iteration 65Q: 3 clusters Score -5197612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -5197617.000000 Penalty: 5358.004395
	Iteration 66Q: 3 clusters Score -5197617 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -5197621.500000 Penalty: 5358.004395
	Iteration 67Q: 3 clusters Score -5197622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -5197609.000000 Penalty: 5358.004395
	Iteration 68Q: 3 clusters Score -5197609 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -5197618.000000 Penalty: 5358.004395
	Iteration 69Q: 3 clusters Score -5197618 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -5197613.000000 Penalty: 5358.004395
	Iteration 70Q: 3 clusters Score -5197613 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -5197611.500000 Penalty: 5358.004395
	Iteration 71Q: 3 clusters Score -5197612 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -5197624.000000 Penalty: 5358.004395
	Iteration 72Q: 3 clusters Score -5197624 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -5197616.000000 Penalty: 5358.004395
	Iteration 73Q: 3 clusters Score -5197616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -5197622.500000 Penalty: 5358.004395
	Iteration 74Q: 3 clusters Score -5197622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -5197616.000000 Penalty: 5358.004395
	Iteration 75Q: 3 clusters Score -5197616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -5197628.000000 Penalty: 5358.004395
	Iteration 76Q: 3 clusters Score -5197628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -5197636.000000 Penalty: 5358.004395
	Iteration 77Q: 3 clusters Score -5197636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -5197636.000000 Penalty: 5358.004395
	Iteration 78Q: 3 clusters Score -5197636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -5197625.000000 Penalty: 5358.004395
	Iteration 79Q: 3 clusters Score -5197625 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -5197636.500000 Penalty: 5358.004395
	Iteration 80F: 3 clusters Score -5197636 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -5197642.000000 Penalty: 5358.004395
	Iteration 81Q: 3 clusters Score -5197642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -5197646.500000 Penalty: 5358.004395
	Iteration 82Q: 3 clusters Score -5197646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -5197655.500000 Penalty: 5358.004395
	Iteration 83Q: 3 clusters Score -5197656 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -5197657.000000 Penalty: 5358.004395
	Iteration 84Q: 3 clusters Score -5197657 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -5197665.000000 Penalty: 5358.004395
	Iteration 85Q: 3 clusters Score -5197665 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -5197680.500000 Penalty: 5358.004395
	Iteration 86Q: 3 clusters Score -5197680 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -5197683.000000 Penalty: 5358.004395
	Iteration 87Q: 3 clusters Score -5197683 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -5197685.000000 Penalty: 5358.004395
	Iteration 88Q: 3 clusters Score -5197685 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -5197689.500000 Penalty: 5358.004395
	Iteration 89Q: 3 clusters Score -5197690 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -5197700.000000 Penalty: 5358.004395
	Iteration 90Q: 3 clusters Score -5197700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -5197699.500000 Penalty: 5358.004395
	Iteration 91Q: 3 clusters Score -5197700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -5197702.500000 Penalty: 5358.004395
	Iteration 92Q: 3 clusters Score -5197702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -5197695.000000 Penalty: 5358.004395
	Iteration 93Q: 3 clusters Score -5197695 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -5197691.000000 Penalty: 5358.004395
	Iteration 94Q: 3 clusters Score -5197691 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -5197693.000000 Penalty: 5358.004395
	Iteration 95Q: 3 clusters Score -5197693 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -5197700.000000 Penalty: 5358.004395
	Iteration 96Q: 3 clusters Score -5197700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -5197697.000000 Penalty: 5358.004395
	Iteration 97Q: 3 clusters Score -5197697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -5197701.000000 Penalty: 5358.004395
	Iteration 98Q: 3 clusters Score -5197701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -5197700.000000 Penalty: 5358.004395
	Iteration 99Q: 3 clusters Score -5197700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -5197698.500000 Penalty: 5358.004395
	Iteration 100F: 3 clusters Score -5197698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -5197693.500000 Penalty: 5358.004395
	Iteration 101Q: 3 clusters Score -5197694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -5197702.000000 Penalty: 5358.004395
	Iteration 102Q: 3 clusters Score -5197702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -5197701.500000 Penalty: 5358.004395
	Iteration 103Q: 3 clusters Score -5197702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -5197699.500000 Penalty: 5358.004395
	Iteration 104Q: 3 clusters Score -5197700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -5197693.000000 Penalty: 5358.004395
	Iteration 105Q: 3 clusters Score -5197693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -5197691.000000 Penalty: 5358.004395
	Iteration 106Q: 3 clusters Score -5197691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -5197689.000000 Penalty: 5358.004395
	Iteration 107Q: 3 clusters Score -5197689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -5197692.000000 Penalty: 5358.004395
	Iteration 108Q: 3 clusters Score -5197692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -5197693.000000 Penalty: 5358.004395
	Iteration 109Q: 3 clusters Score -5197693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -5197682.500000 Penalty: 5358.004395
	Iteration 110Q: 3 clusters Score -5197682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -5197681.000000 Penalty: 5358.004395
	Iteration 111Q: 3 clusters Score -5197681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -5197674.000000 Penalty: 5358.004395
	Iteration 112Q: 3 clusters Score -5197674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -5197677.500000 Penalty: 5358.004395
	Iteration 113Q: 3 clusters Score -5197678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -5197677.000000 Penalty: 5358.004395
	Iteration 114Q: 3 clusters Score -5197677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -5197674.000000 Penalty: 5358.004395
	Iteration 115Q: 3 clusters Score -5197674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -5197668.000000 Penalty: 5358.004395
	Iteration 116Q: 3 clusters Score -5197668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -5197673.500000 Penalty: 5358.004395
	Iteration 117Q: 3 clusters Score -5197674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -5197681.500000 Penalty: 5358.004395
	Iteration 118Q: 3 clusters Score -5197682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -5197674.000000 Penalty: 5358.004395
	Iteration 119Q: 3 clusters Score -5197674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -5197672.500000 Penalty: 5358.004395
	Iteration 120F: 3 clusters Score -5197672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -5197677.500000 Penalty: 5358.004395
	Iteration 121Q: 3 clusters Score -5197678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -5197678.500000 Penalty: 5358.004395
	Iteration 122Q: 3 clusters Score -5197678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -5197690.000000 Penalty: 5358.004395
	Iteration 123Q: 3 clusters Score -5197690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -5197683.500000 Penalty: 5358.004395
	Iteration 124Q: 3 clusters Score -5197684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -5197682.000000 Penalty: 5358.004395
	Iteration 125Q: 3 clusters Score -5197682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -5197684.500000 Penalty: 5358.004395
	Iteration 126Q: 3 clusters Score -5197684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -5197684.500000 Penalty: 5358.004395
	Iteration 127Q: 3 clusters Score -5197684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -5197683.000000 Penalty: 5358.004395
	Iteration 128Q: 3 clusters Score -5197683 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -5197692.000000 Penalty: 5358.004395
	Iteration 129Q: 3 clusters Score -5197692 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -5197696.000000 Penalty: 5358.004395
	Iteration 130Q: 3 clusters Score -5197696 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -5197696.000000 Penalty: 5358.004395
	Iteration 131Q: 3 clusters Score -5197696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -5197699.000000 Penalty: 5358.004395
	Iteration 132Q: 3 clusters Score -5197699 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -5197702.500000 Penalty: 5358.004395
	Iteration 133Q: 3 clusters Score -5197702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -5197702.000000 Penalty: 5358.004395
	Iteration 134Q: 3 clusters Score -5197702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -5197698.500000 Penalty: 5358.004395
	Iteration 135Q: 3 clusters Score -5197698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -5197709.500000 Penalty: 5358.004395
	Iteration 136Q: 3 clusters Score -5197710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -5197703.500000 Penalty: 5358.004395
	Iteration 137Q: 3 clusters Score -5197704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -5197709.500000 Penalty: 5358.004395
	Iteration 138Q: 3 clusters Score -5197710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -5197708.500000 Penalty: 5358.004395
	Iteration 139Q: 3 clusters Score -5197708 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -5197719.500000 Penalty: 5358.004395
	Iteration 140F: 3 clusters Score -5197720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -5197703.500000 Penalty: 5358.004395
	Iteration 141Q: 3 clusters Score -5197704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -5197708.000000 Penalty: 5358.004395
	Iteration 142Q: 3 clusters Score -5197708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -5197717.000000 Penalty: 5358.004395
	Iteration 143Q: 3 clusters Score -5197717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -5197707.000000 Penalty: 5358.004395
	Iteration 144Q: 3 clusters Score -5197707 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -5197709.000000 Penalty: 5358.004395
	Iteration 145Q: 3 clusters Score -5197709 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -5197704.500000 Penalty: 5358.004395
	Iteration 146Q: 3 clusters Score -5197704 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -5197700.000000 Penalty: 5358.004395
	Iteration 147Q: 3 clusters Score -5197700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -5197706.500000 Penalty: 5358.004395
	Iteration 148Q: 3 clusters Score -5197706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -5197717.000000 Penalty: 5358.004395
	Iteration 149Q: 3 clusters Score -5197717 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -5197720.500000 Penalty: 5358.004395
	Iteration 150Q: 3 clusters Score -5197720 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -5197717.500000 Penalty: 5358.004395
	Iteration 151Q: 3 clusters Score -5197718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -5197714.500000 Penalty: 5358.004395
	Iteration 152Q: 3 clusters Score -5197714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -5197716.000000 Penalty: 5358.004395
	Iteration 153Q: 3 clusters Score -5197716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -5197720.500000 Penalty: 5358.004395
	Iteration 154Q: 3 clusters Score -5197720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -5197727.500000 Penalty: 5358.004395
	Iteration 155Q: 3 clusters Score -5197728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -5197724.000000 Penalty: 5358.004395
	Iteration 156Q: 3 clusters Score -5197724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -5197724.000000 Penalty: 5358.004395
	Iteration 157Q: 3 clusters Score -5197724 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -5197718.000000 Penalty: 5358.004395
	Iteration 158Q: 3 clusters Score -5197718 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -5197727.500000 Penalty: 5358.004395
	Iteration 159Q: 3 clusters Score -5197728 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -5197737.000000 Penalty: 5358.004395
	Iteration 160F: 3 clusters Score -5197737 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -5197746.000000 Penalty: 5358.004395
	Iteration 161Q: 3 clusters Score -5197746 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -5197764.500000 Penalty: 5358.004395
	Iteration 162Q: 3 clusters Score -5197764 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -5197773.000000 Penalty: 5358.004395
	Iteration 163Q: 3 clusters Score -5197773 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -5197777.000000 Penalty: 5358.004395
	Iteration 164Q: 3 clusters Score -5197777 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -5197797.500000 Penalty: 5358.004395
	Iteration 165Q: 3 clusters Score -5197798 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -5197804.500000 Penalty: 5358.004395
	Iteration 166Q: 3 clusters Score -5197804 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -5197836.000000 Penalty: 5358.004395
	Iteration 167Q: 3 clusters Score -5197836 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -5197862.000000 Penalty: 5358.004395
	Iteration 168Q: 3 clusters Score -5197862 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -5197932.500000 Penalty: 5358.004395
	Iteration 169Q: 3 clusters Score -5197932 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -5198021.000000 Penalty: 5358.004395
	Iteration 170Q: 3 clusters Score -5198021 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -5198181.500000 Penalty: 5358.004395
	Iteration 171Q: 3 clusters Score -5198182 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -5198432.500000 Penalty: 5358.004395
	Iteration 172Q: 3 clusters Score -5198432 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -5198688.500000 Penalty: 5358.004395
	Iteration 173Q: 3 clusters Score -5198688 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -5198896.000000 Penalty: 5358.004395
	Iteration 174Q: 3 clusters Score -5198896 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -5199067.500000 Penalty: 5358.004395
	Iteration 175Q: 3 clusters Score -5199068 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -5199215.500000 Penalty: 5358.004395
	Iteration 176Q: 3 clusters Score -5199216 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -5199282.500000 Penalty: 5358.004395
	Iteration 177Q: 3 clusters Score -5199282 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -5199345.500000 Penalty: 5358.004395
	Iteration 178Q: 3 clusters Score -5199346 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -5199353.000000 Penalty: 5358.004395
	Iteration 179Q: 3 clusters Score -5199353 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -5199383.500000 Penalty: 5358.004395
	Iteration 180F: 3 clusters Score -5199384 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -5199379.000000 Penalty: 5358.004395
	Iteration 181Q: 3 clusters Score -5199379 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -5199383.500000 Penalty: 5358.004395
	Iteration 182Q: 3 clusters Score -5199384 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -5199378.500000 Penalty: 5358.004395
	Iteration 183Q: 3 clusters Score -5199378 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -5199389.000000 Penalty: 5358.004395
	Iteration 184Q: 3 clusters Score -5199389 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -5199408.500000 Penalty: 5358.004395
	Iteration 185Q: 3 clusters Score -5199408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -5199407.500000 Penalty: 5358.004395
	Iteration 186Q: 3 clusters Score -5199408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -5199397.000000 Penalty: 5358.004395
	Iteration 187Q: 3 clusters Score -5199397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -5199393.500000 Penalty: 5358.004395
	Iteration 188Q: 3 clusters Score -5199394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -5199390.000000 Penalty: 5358.004395
	Iteration 189Q: 3 clusters Score -5199390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -5199391.000000 Penalty: 5358.004395
	Iteration 190Q: 3 clusters Score -5199391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -5199384.000000 Penalty: 5358.004395
	Iteration 191Q: 3 clusters Score -5199384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -5199382.000000 Penalty: 5358.004395
	Iteration 192Q: 3 clusters Score -5199382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -5199383.000000 Penalty: 5358.004395
	Iteration 193Q: 3 clusters Score -5199383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -5199388.000000 Penalty: 5358.004395
	Iteration 194Q: 3 clusters Score -5199388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -5199394.000000 Penalty: 5358.004395
	Iteration 195Q: 3 clusters Score -5199394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -5199387.500000 Penalty: 5358.004395
	Iteration 196Q: 3 clusters Score -5199388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -5199392.500000 Penalty: 5358.004395
	Iteration 197Q: 3 clusters Score -5199392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -5199388.000000 Penalty: 5358.004395
	Iteration 198Q: 3 clusters Score -5199388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -5199386.500000 Penalty: 5358.004395
	Iteration 199Q: 3 clusters Score -5199386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -5199399.000000 Penalty: 5358.004395
	Iteration 200F: 3 clusters Score -5199399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -5199400.500000 Penalty: 5358.004395
	Iteration 201Q: 3 clusters Score -5199400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -5199401.000000 Penalty: 5358.004395
	Iteration 202Q: 3 clusters Score -5199401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -5199395.000000 Penalty: 5358.004395
	Iteration 203Q: 3 clusters Score -5199395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -5199405.500000 Penalty: 5358.004395
	Iteration 204Q: 3 clusters Score -5199406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -5199409.000000 Penalty: 5358.004395
	Iteration 205Q: 3 clusters Score -5199409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -5199407.500000 Penalty: 5358.004395
	Iteration 206Q: 3 clusters Score -5199408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -5199402.000000 Penalty: 5358.004395
	Iteration 207Q: 3 clusters Score -5199402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -5199400.500000 Penalty: 5358.004395
	Iteration 208Q: 3 clusters Score -5199400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -5199405.000000 Penalty: 5358.004395
	Iteration 209Q: 3 clusters Score -5199405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -5199404.500000 Penalty: 5358.004395
	Iteration 210Q: 3 clusters Score -5199404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -5199404.500000 Penalty: 5358.004395
	Iteration 211Q: 3 clusters Score -5199404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -5199407.500000 Penalty: 5358.004395
	Iteration 212Q: 3 clusters Score -5199408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -5199407.500000 Penalty: 5358.004395
	Iteration 213Q: 3 clusters Score -5199408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -5199407.500000 Penalty: 5358.004395
	Iteration 214F: 3 clusters Score -5199408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 78314 members 
Mstep: Class 2 contains 14792 members 
Mstep: Class 3 contains 7646 members 
Mstep: Class 4 contains 12074 members 
Mstep: Class 5 contains 10248 members 
Mstep: Class 6 contains 18453 members 
Mstep: Class 7 contains 25830 members 
Mstep: Class 8 contains 6062 members 
Mstep: Class 9 contains 25690 members 
Mstep: Class 10 contains 36977 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 1648 members 
Mstep: Class 13 contains 9243 members 
Mstep: Class 14 contains 12311 members 
Mstep: Class 15 contains 91834 members 
Mstep: Class 16 contains 83342 members 
Mstep: Class 17 contains 7456 members 
Mstep: Class 18 contains 29237 members 
Mstep: Class 19 contains 50001 members 
Mstep: Class 20 contains 10048 members 
Mstep: Class 21 contains 28716 members 
Mstep: Class 22 contains 3185 members 
Mstep: Class 23 contains 2096 members 
Mstep: Class 24 contains 38637 members 
Mstep: Class 25 contains 6730 members 
Mstep: Class 26 contains 21764 members 
Mstep: Class 27 contains 12163 members 
Entering Unmasked Estep 
Score: -64599692.000000 Penalty: 89605.671875
Splitting cluster 10 changes total score from -64565640.000000 to -64599692.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (3644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Entering Unmasked Estep 
Score: -280502.875000 Penalty: 2033.807617
	Iteration 0F: 2 clusters Score -280502.9 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 1849 members 
Entering Unmasked Estep 
Score: -277249.468750 Penalty: 4067.615234
	Iteration 0F: 3 clusters Score -277249.5 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -283674.125000 Penalty: 4067.615234
	Iteration 1F: 3 clusters Score -283674.1 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -292227.500000 Penalty: 4067.615234
	Iteration 2F: 3 clusters Score -292227.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -295952.281250 Penalty: 4067.615234
	Iteration 3F: 3 clusters Score -295952.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -296305.500000 Penalty: 4067.615234
	Iteration 4Q: 3 clusters Score -296305.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -296410.156250 Penalty: 4067.615234
	Iteration 5Q: 3 clusters Score -296410.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -296410.156250 Penalty: 4067.615234
	Iteration 6F: 3 clusters Score -296410.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 78314 members 
Mstep: Class 2 contains 14792 members 
Mstep: Class 3 contains 7646 members 
Mstep: Class 4 contains 12074 members 
Mstep: Class 5 contains 10248 members 
Mstep: Class 6 contains 18453 members 
Mstep: Class 7 contains 25830 members 
Mstep: Class 8 contains 6062 members 
Mstep: Class 9 contains 25690 members 
Mstep: Class 10 contains 36977 members 
Mstep: Class 11 contains 1241 members 
Mstep: Class 12 contains 1648 members 
Mstep: Class 13 contains 9243 members 
Mstep: Class 14 contains 12311 members 
Mstep: Class 15 contains 91834 members 
Mstep: Class 16 contains 83342 members 
Mstep: Class 17 contains 7456 members 
Mstep: Class 18 contains 29237 members 
Mstep: Class 19 contains 50001 members 
Mstep: Class 20 contains 10048 members 
Mstep: Class 21 contains 28716 members 
Mstep: Class 22 contains 3185 members 
Mstep: Class 23 contains 2096 members 
Mstep: Class 24 contains 38637 members 
Mstep: Class 25 contains 6730 members 
Mstep: Class 26 contains 21764 members 
Mstep: Class 27 contains 12163 members 
Mstep: Class 28 contains 2403 members 
Entering Unmasked Estep 
Score: -64614344.000000 Penalty: 92924.406250
Splitting cluster 11 changes total score from -64565640.000000 to -64614344.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (1648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Entering Unmasked Estep 
Score: -168702.875000 Penalty: 1837.014771
	Iteration 0F: 2 clusters Score -168702.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -166365.046875 Penalty: 3674.029541
	Iteration 0F: 3 clusters Score -166365 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -166871.453125 Penalty: 3674.029541
	Iteration 1F: 3 clusters Score -166871.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -167124.906250 Penalty: 3674.029541
	Iteration 2F: 3 clusters Score -167124.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -167366.562500 Penalty: 3674.029541
	Iteration 3F: 3 clusters Score -167366.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -167621.640625 Penalty: 3674.029541
	Iteration 4F: 3 clusters Score -167621.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -167989.140625 Penalty: 3674.029541
	Iteration 5F: 3 clusters Score -167989.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -168439.531250 Penalty: 3674.029541
	Iteration 6F: 3 clusters Score -168439.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -168706.796875 Penalty: 3674.029541
	Iteration 7F: 3 clusters Score -168706.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -168843.046875 Penalty: 3674.029541
	Iteration 8Q: 3 clusters Score -168843 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -168928.859375 Penalty: 3674.029541
	Iteration 9Q: 3 clusters Score -168928.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -169030.359375 Penalty: 3674.029541
	Iteration 10Q: 3 clusters Score -169030.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -169146.203125 Penalty: 3674.029541
	Iteration 11Q: 3 clusters Score -169146.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -169244.453125 Penalty: 3674.029541
	Iteration 12Q: 3 clusters Score -169244.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -169341.656250 Penalty: 3674.029541
	Iteration 13Q: 3 clusters Score -169341.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -169429.109375 Penalty: 3674.029541
	Iteration 14Q: 3 clusters Score -169429.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -169502.562500 Penalty: 3674.029541
	Iteration 15Q: 3 clusters Score -169502.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -169548.781250 Penalty: 3674.029541
	Iteration 16Q: 3 clusters Score -169548.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -169585.546875 Penalty: 3674.029541
	Iteration 17Q: 3 clusters Score -169585.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -169595.406250 Penalty: 3674.029541
	Iteration 18Q: 3 clusters Score -169595.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -169597.515625 Penalty: 3674.029541
	Iteration 19Q: 3 clusters Score -169597.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -169597.515625 Penalty: 3674.029541
	Iteration 20F: 3 clusters Score -169597.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 78314 members 
Mstep: Class 2 contains 14792 members 
Mstep: Class 3 contains 7646 members 
Mstep: Class 4 contains 12074 members 
Mstep: Class 5 contains 10248 members 
Mstep: Class 6 contains 18453 members 
Mstep: Class 7 contains 25830 members 
Mstep: Class 8 contains 6062 members 
Mstep: Class 9 contains 25690 members 
Mstep: Class 10 contains 36977 members 
Mstep: Class 11 contains 1241 members 
Mstep: Class 12 contains 613 members 
Mstep: Class 13 contains 9243 members 
Mstep: Class 14 contains 12311 members 
Mstep: Class 15 contains 91834 members 
Mstep: Class 16 contains 83342 members 
Mstep: Class 17 contains 7456 members 
Mstep: Class 18 contains 29237 members 
Mstep: Class 19 contains 50001 members 
Mstep: Class 20 contains 10048 members 
Mstep: Class 21 contains 28716 members 
Mstep: Class 22 contains 3185 members 
Mstep: Class 23 contains 2096 members 
Mstep: Class 24 contains 38637 members 
Mstep: Class 25 contains 6730 members 
Mstep: Class 26 contains 21764 members 
Mstep: Class 27 contains 12163 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 1035 members 
Entering Unmasked Estep 
Score: -64613780.000000 Penalty: 96243.132812
Splitting cluster 12 changes total score from -64565640.000000 to -64613780.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (12311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Entering Unmasked Estep 
Score: -825358.937500 Penalty: 2335.725586
	Iteration 0F: 2 clusters Score -825358.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -816328.062500 Penalty: 4671.451172
	Iteration 0F: 3 clusters Score -816328.1 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -819718.375000 Penalty: 4671.451172
	Iteration 1F: 3 clusters Score -819718.4 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -820998.437500 Penalty: 4671.451172
	Iteration 2F: 3 clusters Score -820998.4 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -822783.875000 Penalty: 4671.451172
	Iteration 3F: 3 clusters Score -822783.9 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -824809.437500 Penalty: 4671.451172
	Iteration 4F: 3 clusters Score -824809.4 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -826165.687500 Penalty: 4671.451172
	Iteration 5F: 3 clusters Score -826165.7 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -826982.562500 Penalty: 4671.451172
	Iteration 6F: 3 clusters Score -826982.6 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -827546.625000 Penalty: 4671.451172
	Iteration 7F: 3 clusters Score -827546.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -827935.062500 Penalty: 4671.451172
	Iteration 8Q: 3 clusters Score -827935.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -828212.875000 Penalty: 4671.451172
	Iteration 9Q: 3 clusters Score -828212.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -828399.875000 Penalty: 4671.451172
	Iteration 10Q: 3 clusters Score -828399.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -828522.812500 Penalty: 4671.451172
	Iteration 11Q: 3 clusters Score -828522.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -828598.312500 Penalty: 4671.451172
	Iteration 12Q: 3 clusters Score -828598.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -828648.312500 Penalty: 4671.451172
	Iteration 13Q: 3 clusters Score -828648.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -828683.500000 Penalty: 4671.451172
	Iteration 14Q: 3 clusters Score -828683.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -828712.437500 Penalty: 4671.451172
	Iteration 15Q: 3 clusters Score -828712.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -828726.125000 Penalty: 4671.451172
	Iteration 16Q: 3 clusters Score -828726.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -828731.312500 Penalty: 4671.451172
	Iteration 17Q: 3 clusters Score -828731.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -828741.625000 Penalty: 4671.451172
	Iteration 18Q: 3 clusters Score -828741.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -828744.625000 Penalty: 4671.451172
	Iteration 19Q: 3 clusters Score -828744.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -828747.187500 Penalty: 4671.451172
	Iteration 20F: 3 clusters Score -828747.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -828749.437500 Penalty: 4671.451172
	Iteration 21Q: 3 clusters Score -828749.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -828752.750000 Penalty: 4671.451172
	Iteration 22Q: 3 clusters Score -828752.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -828755.312500 Penalty: 4671.451172
	Iteration 23Q: 3 clusters Score -828755.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -828753.125000 Penalty: 4671.451172
	Iteration 24Q: 3 clusters Score -828753.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -828753.062500 Penalty: 4671.451172
	Iteration 25Q: 3 clusters Score -828753.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -828754.625000 Penalty: 4671.451172
	Iteration 26Q: 3 clusters Score -828754.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -828755.312500 Penalty: 4671.451172
	Iteration 27Q: 3 clusters Score -828755.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -828755.062500 Penalty: 4671.451172
	Iteration 28Q: 3 clusters Score -828755.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -828756.625000 Penalty: 4671.451172
	Iteration 29Q: 3 clusters Score -828756.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -828754.750000 Penalty: 4671.451172
	Iteration 30Q: 3 clusters Score -828754.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -828754.750000 Penalty: 4671.451172
	Iteration 31F: 3 clusters Score -828754.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 78314 members 
Mstep: Class 2 contains 14792 members 
Mstep: Class 3 contains 7646 members 
Mstep: Class 4 contains 12074 members 
Mstep: Class 5 contains 10248 members 
Mstep: Class 6 contains 18453 members 
Mstep: Class 7 contains 25830 members 
Mstep: Class 8 contains 6062 members 
Mstep: Class 9 contains 25690 members 
Mstep: Class 10 contains 36977 members 
Mstep: Class 11 contains 1241 members 
Mstep: Class 12 contains 613 members 
Mstep: Class 13 contains 9243 members 
Mstep: Class 14 contains 2011 members 
Mstep: Class 15 contains 91834 members 
Mstep: Class 16 contains 83342 members 
Mstep: Class 17 contains 7456 members 
Mstep: Class 18 contains 29237 members 
Mstep: Class 19 contains 50001 members 
Mstep: Class 20 contains 10048 members 
Mstep: Class 21 contains 28716 members 
Mstep: Class 22 contains 3185 members 
Mstep: Class 23 contains 2096 members 
Mstep: Class 24 contains 38637 members 
Mstep: Class 25 contains 6730 members 
Mstep: Class 26 contains 21764 members 
Mstep: Class 27 contains 12163 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 1035 members 
Mstep: Class 30 contains 10300 members 
Entering Unmasked Estep 
Score: -64616348.000000 Penalty: 99561.859375
Splitting cluster 14 changes total score from -64565640.000000 to -64616348.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (91834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91834 members 
Entering Unmasked Estep 
Score: -10007492.000000 Penalty: 2834.079102
	Iteration 0F: 2 clusters Score -1.000749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -9945721.000000 Penalty: 5668.158203
	Iteration 0F: 3 clusters Score -9945721 nChanged 43334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -9970419.000000 Penalty: 5668.158203
	Iteration 1F: 3 clusters Score -9970419 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48132 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -9971200.000000 Penalty: 5668.158203
	Iteration 2Q: 3 clusters Score -9971200 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49431 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -9972051.000000 Penalty: 5668.158203
	Iteration 3Q: 3 clusters Score -9972051 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51397 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -9973152.000000 Penalty: 5668.158203
	Iteration 4Q: 3 clusters Score -9973152 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54359 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -9974696.000000 Penalty: 5668.158203
	Iteration 5Q: 3 clusters Score -9974696 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58560 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -9977135.000000 Penalty: 5668.158203
	Iteration 6F: 3 clusters Score -9977135 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64362 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -9981077.000000 Penalty: 5668.158203
	Iteration 7F: 3 clusters Score -9981077 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71520 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -9986859.000000 Penalty: 5668.158203
	Iteration 8F: 3 clusters Score -9986859 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79014 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -9993824.000000 Penalty: 5668.158203
	Iteration 9F: 3 clusters Score -9993824 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85073 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -9999824.000000 Penalty: 5668.158203
	Iteration 10F: 3 clusters Score -9999824 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88536 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -10003280.000000 Penalty: 5668.158203
	Iteration 11Q: 3 clusters Score -1.000328e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89959 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -10004837.000000 Penalty: 5668.158203
	Iteration 12Q: 3 clusters Score -1.000484e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90480 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -10005546.000000 Penalty: 5668.158203
	Iteration 13Q: 3 clusters Score -1.000555e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90714 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -10006073.000000 Penalty: 5668.158203
	Iteration 14Q: 3 clusters Score -1.000607e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90815 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -10006459.000000 Penalty: 5668.158203
	Iteration 15Q: 3 clusters Score -1.000646e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90862 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -10006650.000000 Penalty: 5668.158203
	Iteration 16Q: 3 clusters Score -1.000665e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90895 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -10006766.000000 Penalty: 5668.158203
	Iteration 17Q: 3 clusters Score -1.000677e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90922 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -10006839.000000 Penalty: 5668.158203
	Iteration 18Q: 3 clusters Score -1.000684e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90935 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -10006887.000000 Penalty: 5668.158203
	Iteration 19Q: 3 clusters Score -1.000689e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90932 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -10006900.000000 Penalty: 5668.158203
	Iteration 20F: 3 clusters Score -1.00069e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90925 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -10006940.000000 Penalty: 5668.158203
	Iteration 21Q: 3 clusters Score -1.000694e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90912 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -10006961.000000 Penalty: 5668.158203
	Iteration 22Q: 3 clusters Score -1.000696e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90884 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -10007019.000000 Penalty: 5668.158203
	Iteration 23Q: 3 clusters Score -1.000702e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90853 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -10007009.000000 Penalty: 5668.158203
	Iteration 24Q: 3 clusters Score -1.000701e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90835 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -10007050.000000 Penalty: 5668.158203
	Iteration 25Q: 3 clusters Score -1.000705e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90823 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -10007075.000000 Penalty: 5668.158203
	Iteration 26Q: 3 clusters Score -1.000708e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90819 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -10007070.000000 Penalty: 5668.158203
	Iteration 27Q: 3 clusters Score -1.000707e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90815 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -10007072.000000 Penalty: 5668.158203
	Iteration 28Q: 3 clusters Score -1.000707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90817 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -10007077.000000 Penalty: 5668.158203
	Iteration 29Q: 3 clusters Score -1.000708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90821 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -10007076.000000 Penalty: 5668.158203
	Iteration 30Q: 3 clusters Score -1.000708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90823 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -10007077.000000 Penalty: 5668.158203
	Iteration 31Q: 3 clusters Score -1.000708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90823 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -10007087.000000 Penalty: 5668.158203
	Iteration 32F: 3 clusters Score -1.000709e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90807 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -10007103.000000 Penalty: 5668.158203
	Iteration 33Q: 3 clusters Score -1.00071e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90784 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -10007129.000000 Penalty: 5668.158203
	Iteration 34Q: 3 clusters Score -1.000713e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90771 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -10007145.000000 Penalty: 5668.158203
	Iteration 35Q: 3 clusters Score -1.000714e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90764 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -10007146.000000 Penalty: 5668.158203
	Iteration 36Q: 3 clusters Score -1.000715e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90755 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -10007158.000000 Penalty: 5668.158203
	Iteration 37Q: 3 clusters Score -1.000716e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90744 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -10007165.000000 Penalty: 5668.158203
	Iteration 38Q: 3 clusters Score -1.000716e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90735 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -10007169.000000 Penalty: 5668.158203
	Iteration 39Q: 3 clusters Score -1.000717e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90718 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -10007179.000000 Penalty: 5668.158203
	Iteration 40F: 3 clusters Score -1.000718e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90696 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -10007196.000000 Penalty: 5668.158203
	Iteration 41Q: 3 clusters Score -1.00072e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90660 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -10007239.000000 Penalty: 5668.158203
	Iteration 42Q: 3 clusters Score -1.000724e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90635 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -10007242.000000 Penalty: 5668.158203
	Iteration 43Q: 3 clusters Score -1.000724e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90607 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -10007274.000000 Penalty: 5668.158203
	Iteration 44Q: 3 clusters Score -1.000727e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90573 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -10007298.000000 Penalty: 5668.158203
	Iteration 45Q: 3 clusters Score -1.00073e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90558 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -10007309.000000 Penalty: 5668.158203
	Iteration 46Q: 3 clusters Score -1.000731e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90550 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -10007322.000000 Penalty: 5668.158203
	Iteration 47Q: 3 clusters Score -1.000732e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90543 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -10007333.000000 Penalty: 5668.158203
	Iteration 48Q: 3 clusters Score -1.000733e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90538 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -10007343.000000 Penalty: 5668.158203
	Iteration 49Q: 3 clusters Score -1.000734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90532 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -10007343.000000 Penalty: 5668.158203
	Iteration 50Q: 3 clusters Score -1.000734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90530 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -10007353.000000 Penalty: 5668.158203
	Iteration 51Q: 3 clusters Score -1.000735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90529 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -10007343.000000 Penalty: 5668.158203
	Iteration 52Q: 3 clusters Score -1.000734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90528 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -10007346.000000 Penalty: 5668.158203
	Iteration 53Q: 3 clusters Score -1.000735e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90528 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -10007353.000000 Penalty: 5668.158203
	Iteration 54F: 3 clusters Score -1.000735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90521 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -10007348.000000 Penalty: 5668.158203
	Iteration 55Q: 3 clusters Score -1.000735e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90513 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -10007366.000000 Penalty: 5668.158203
	Iteration 56Q: 3 clusters Score -1.000737e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90503 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -10007361.000000 Penalty: 5668.158203
	Iteration 57Q: 3 clusters Score -1.000736e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90491 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -10007383.000000 Penalty: 5668.158203
	Iteration 58Q: 3 clusters Score -1.000738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90485 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -10007381.000000 Penalty: 5668.158203
	Iteration 59Q: 3 clusters Score -1.000738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90479 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -10007382.000000 Penalty: 5668.158203
	Iteration 60F: 3 clusters Score -1.000738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90481 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -10007386.000000 Penalty: 5668.158203
	Iteration 61Q: 3 clusters Score -1.000739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90480 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -10007382.000000 Penalty: 5668.158203
	Iteration 62Q: 3 clusters Score -1.000738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90481 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -10007375.000000 Penalty: 5668.158203
	Iteration 63Q: 3 clusters Score -1.000738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90484 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -10007369.000000 Penalty: 5668.158203
	Iteration 64Q: 3 clusters Score -1.000737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90485 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -10007367.000000 Penalty: 5668.158203
	Iteration 65Q: 3 clusters Score -1.000737e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90485 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -10007367.000000 Penalty: 5668.158203
	Iteration 66F: 3 clusters Score -1.000737e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (83342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83342 members 
Entering Unmasked Estep 
Score: -8969896.000000 Penalty: 2810.015381
	Iteration 0F: 2 clusters Score -8969896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -8914317.000000 Penalty: 5620.030762
	Iteration 0F: 3 clusters Score -8914317 nChanged 39071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -8937099.000000 Penalty: 5620.030762
	Iteration 1F: 3 clusters Score -8937099 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -8939419.000000 Penalty: 5620.030762
	Iteration 2Q: 3 clusters Score -8939419 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 44389 members 
Entering Unmasked Estep 
Score: -8942916.000000 Penalty: 5620.030762
	Iteration 3F: 3 clusters Score -8942916 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -8947906.000000 Penalty: 5620.030762
	Iteration 4F: 3 clusters Score -8947906 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -8954133.000000 Penalty: 5620.030762
	Iteration 5F: 3 clusters Score -8954133 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -8959931.000000 Penalty: 5620.030762
	Iteration 6F: 3 clusters Score -8959931 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 49240 members 
Entering Unmasked Estep 
Score: -8963566.000000 Penalty: 5620.030762
	Iteration 7F: 3 clusters Score -8963566 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 50810 members 
Entering Unmasked Estep 
Score: -8966022.000000 Penalty: 5620.030762
	Iteration 8Q: 3 clusters Score -8966022 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 52468 members 
Entering Unmasked Estep 
Score: -8967876.000000 Penalty: 5620.030762
	Iteration 9Q: 3 clusters Score -8967876 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 54194 members 
Entering Unmasked Estep 
Score: -8969666.000000 Penalty: 5620.030762
	Iteration 10Q: 3 clusters Score -8969666 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 55819 members 
Entering Unmasked Estep 
Score: -8971298.000000 Penalty: 5620.030762
	Iteration 11Q: 3 clusters Score -8971298 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 57131 members 
Entering Unmasked Estep 
Score: -8972286.000000 Penalty: 5620.030762
	Iteration 12Q: 3 clusters Score -8972286 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 58132 members 
Entering Unmasked Estep 
Score: -8972909.000000 Penalty: 5620.030762
	Iteration 13Q: 3 clusters Score -8972909 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 58940 members 
Entering Unmasked Estep 
Score: -8973307.000000 Penalty: 5620.030762
	Iteration 14Q: 3 clusters Score -8973307 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 59541 members 
Entering Unmasked Estep 
Score: -8973603.000000 Penalty: 5620.030762
	Iteration 15Q: 3 clusters Score -8973603 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 60043 members 
Entering Unmasked Estep 
Score: -8973780.000000 Penalty: 5620.030762
	Iteration 16Q: 3 clusters Score -8973780 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 60436 members 
Entering Unmasked Estep 
Score: -8973917.000000 Penalty: 5620.030762
	Iteration 17Q: 3 clusters Score -8973917 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 60782 members 
Entering Unmasked Estep 
Score: -8973968.000000 Penalty: 5620.030762
	Iteration 18Q: 3 clusters Score -8973968 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 61063 members 
Entering Unmasked Estep 
Score: -8974029.000000 Penalty: 5620.030762
	Iteration 19Q: 3 clusters Score -8974029 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 61302 members 
Entering Unmasked Estep 
Score: -8974083.000000 Penalty: 5620.030762
	Iteration 20F: 3 clusters Score -8974083 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 61509 members 
Entering Unmasked Estep 
Score: -8974103.000000 Penalty: 5620.030762
	Iteration 21Q: 3 clusters Score -8974103 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 61747 members 
Entering Unmasked Estep 
Score: -8974161.000000 Penalty: 5620.030762
	Iteration 22Q: 3 clusters Score -8974161 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 61977 members 
Entering Unmasked Estep 
Score: -8974171.000000 Penalty: 5620.030762
	Iteration 23Q: 3 clusters Score -8974171 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 62196 members 
Entering Unmasked Estep 
Score: -8974226.000000 Penalty: 5620.030762
	Iteration 24Q: 3 clusters Score -8974226 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 62446 members 
Entering Unmasked Estep 
Score: -8974255.000000 Penalty: 5620.030762
	Iteration 25Q: 3 clusters Score -8974255 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 62707 members 
Entering Unmasked Estep 
Score: -8974289.000000 Penalty: 5620.030762
	Iteration 26Q: 3 clusters Score -8974289 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 62976 members 
Entering Unmasked Estep 
Score: -8974341.000000 Penalty: 5620.030762
	Iteration 27Q: 3 clusters Score -8974341 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 63268 members 
Entering Unmasked Estep 
Score: -8974485.000000 Penalty: 5620.030762
	Iteration 28Q: 3 clusters Score -8974485 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 63635 members 
Entering Unmasked Estep 
Score: -8974652.000000 Penalty: 5620.030762
	Iteration 29Q: 3 clusters Score -8974652 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 64084 members 
Entering Unmasked Estep 
Score: -8975056.000000 Penalty: 5620.030762
	Iteration 30Q: 3 clusters Score -8975056 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 64691 members 
Entering Unmasked Estep 
Score: -8976279.000000 Penalty: 5620.030762
	Iteration 31Q: 3 clusters Score -8976279 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 65409 members 
Entering Unmasked Estep 
Score: -8977803.000000 Penalty: 5620.030762
	Iteration 32Q: 3 clusters Score -8977803 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 66167 members 
Entering Unmasked Estep 
Score: -8978840.000000 Penalty: 5620.030762
	Iteration 33Q: 3 clusters Score -8978840 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 66864 members 
Entering Unmasked Estep 
Score: -8979781.000000 Penalty: 5620.030762
	Iteration 34Q: 3 clusters Score -8979781 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 67451 members 
Entering Unmasked Estep 
Score: -8980681.000000 Penalty: 5620.030762
	Iteration 35Q: 3 clusters Score -8980681 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 67926 members 
Entering Unmasked Estep 
Score: -8981192.000000 Penalty: 5620.030762
	Iteration 36Q: 3 clusters Score -8981192 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 68274 members 
Entering Unmasked Estep 
Score: -8981372.000000 Penalty: 5620.030762
	Iteration 37Q: 3 clusters Score -8981372 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 68472 members 
Entering Unmasked Estep 
Score: -8981398.000000 Penalty: 5620.030762
	Iteration 38Q: 3 clusters Score -8981398 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 68600 members 
Entering Unmasked Estep 
Score: -8981429.000000 Penalty: 5620.030762
	Iteration 39Q: 3 clusters Score -8981429 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 68671 members 
Entering Unmasked Estep 
Score: -8981433.000000 Penalty: 5620.030762
	Iteration 40F: 3 clusters Score -8981433 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 68718 members 
Entering Unmasked Estep 
Score: -8981431.000000 Penalty: 5620.030762
	Iteration 41Q: 3 clusters Score -8981431 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 68752 members 
Entering Unmasked Estep 
Score: -8981427.000000 Penalty: 5620.030762
	Iteration 42Q: 3 clusters Score -8981427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 68774 members 
Entering Unmasked Estep 
Score: -8981421.000000 Penalty: 5620.030762
	Iteration 43Q: 3 clusters Score -8981421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 68794 members 
Entering Unmasked Estep 
Score: -8981442.000000 Penalty: 5620.030762
	Iteration 44Q: 3 clusters Score -8981442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 68807 members 
Entering Unmasked Estep 
Score: -8981453.000000 Penalty: 5620.030762
	Iteration 45Q: 3 clusters Score -8981453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 68814 members 
Entering Unmasked Estep 
Score: -8981445.000000 Penalty: 5620.030762
	Iteration 46Q: 3 clusters Score -8981445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 68822 members 
Entering Unmasked Estep 
Score: -8981428.000000 Penalty: 5620.030762
	Iteration 47Q: 3 clusters Score -8981428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 68826 members 
Entering Unmasked Estep 
Score: -8981431.000000 Penalty: 5620.030762
	Iteration 48Q: 3 clusters Score -8981431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 68830 members 
Entering Unmasked Estep 
Score: -8981438.000000 Penalty: 5620.030762
	Iteration 49Q: 3 clusters Score -8981438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 68832 members 
Entering Unmasked Estep 
Score: -8981435.000000 Penalty: 5620.030762
	Iteration 50Q: 3 clusters Score -8981435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 68835 members 
Entering Unmasked Estep 
Score: -8981438.000000 Penalty: 5620.030762
	Iteration 51Q: 3 clusters Score -8981438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 68836 members 
Entering Unmasked Estep 
Score: -8981435.000000 Penalty: 5620.030762
	Iteration 52Q: 3 clusters Score -8981435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 68836 members 
Entering Unmasked Estep 
Score: -8981435.000000 Penalty: 5620.030762
	Iteration 53F: 3 clusters Score -8981435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 78314 members 
Mstep: Class 2 contains 14792 members 
Mstep: Class 3 contains 7646 members 
Mstep: Class 4 contains 12074 members 
Mstep: Class 5 contains 10248 members 
Mstep: Class 6 contains 18453 members 
Mstep: Class 7 contains 25830 members 
Mstep: Class 8 contains 6062 members 
Mstep: Class 9 contains 25690 members 
Mstep: Class 10 contains 36977 members 
Mstep: Class 11 contains 1241 members 
Mstep: Class 12 contains 613 members 
Mstep: Class 13 contains 9243 members 
Mstep: Class 14 contains 2011 members 
Mstep: Class 15 contains 91834 members 
Mstep: Class 16 contains 14506 members 
Mstep: Class 17 contains 7456 members 
Mstep: Class 18 contains 29237 members 
Mstep: Class 19 contains 50001 members 
Mstep: Class 20 contains 10048 members 
Mstep: Class 21 contains 28716 members 
Mstep: Class 22 contains 3185 members 
Mstep: Class 23 contains 2096 members 
Mstep: Class 24 contains 38637 members 
Mstep: Class 25 contains 6730 members 
Mstep: Class 26 contains 21764 members 
Mstep: Class 27 contains 12163 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 1035 members 
Mstep: Class 30 contains 10300 members 
Mstep: Class 31 contains 68836 members 
Entering Unmasked Estep 
Score: -64627028.000000 Penalty: 102880.585938
Splitting cluster 16 changes total score from -64565640.000000 to -64627028.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (7456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Entering Unmasked Estep 
Score: -780114.750000 Penalty: 2211.360107
	Iteration 0F: 2 clusters Score -780114.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -774110.437500 Penalty: 4422.720215
	Iteration 0F: 3 clusters Score -774110.4 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -777106.312500 Penalty: 4422.720215
	Iteration 1F: 3 clusters Score -777106.3 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -779953.312500 Penalty: 4422.720215
	Iteration 2F: 3 clusters Score -779953.3 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -781875.625000 Penalty: 4422.720215
	Iteration 3F: 3 clusters Score -781875.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -782365.812500 Penalty: 4422.720215
	Iteration 4F: 3 clusters Score -782365.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -782487.625000 Penalty: 4422.720215
	Iteration 5Q: 3 clusters Score -782487.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -782539.812500 Penalty: 4422.720215
	Iteration 6Q: 3 clusters Score -782539.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -782569.250000 Penalty: 4422.720215
	Iteration 7Q: 3 clusters Score -782569.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -782585.312500 Penalty: 4422.720215
	Iteration 8Q: 3 clusters Score -782585.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -782605.687500 Penalty: 4422.720215
	Iteration 9Q: 3 clusters Score -782605.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -782622.937500 Penalty: 4422.720215
	Iteration 10Q: 3 clusters Score -782622.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -782636.875000 Penalty: 4422.720215
	Iteration 11Q: 3 clusters Score -782636.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -782644.000000 Penalty: 4422.720215
	Iteration 12Q: 3 clusters Score -782644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -782650.187500 Penalty: 4422.720215
	Iteration 13Q: 3 clusters Score -782650.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -782653.875000 Penalty: 4422.720215
	Iteration 14Q: 3 clusters Score -782653.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -782660.500000 Penalty: 4422.720215
	Iteration 15Q: 3 clusters Score -782660.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -782662.312500 Penalty: 4422.720215
	Iteration 16Q: 3 clusters Score -782662.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -782665.500000 Penalty: 4422.720215
	Iteration 17Q: 3 clusters Score -782665.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -782667.875000 Penalty: 4422.720215
	Iteration 18Q: 3 clusters Score -782667.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -782670.000000 Penalty: 4422.720215
	Iteration 19Q: 3 clusters Score -782670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -782670.687500 Penalty: 4422.720215
	Iteration 20F: 3 clusters Score -782670.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -782672.250000 Penalty: 4422.720215
	Iteration 21Q: 3 clusters Score -782672.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -782672.375000 Penalty: 4422.720215
	Iteration 22Q: 3 clusters Score -782672.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -782673.625000 Penalty: 4422.720215
	Iteration 23Q: 3 clusters Score -782673.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -782673.562500 Penalty: 4422.720215
	Iteration 24Q: 3 clusters Score -782673.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -782673.750000 Penalty: 4422.720215
	Iteration 25Q: 3 clusters Score -782673.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -782674.187500 Penalty: 4422.720215
	Iteration 26Q: 3 clusters Score -782674.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -782674.375000 Penalty: 4422.720215
	Iteration 27Q: 3 clusters Score -782674.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -782674.375000 Penalty: 4422.720215
	Iteration 28F: 3 clusters Score -782674.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 78314 members 
Mstep: Class 2 contains 14792 members 
Mstep: Class 3 contains 7646 members 
Mstep: Class 4 contains 12074 members 
Mstep: Class 5 contains 10248 members 
Mstep: Class 6 contains 18453 members 
Mstep: Class 7 contains 25830 members 
Mstep: Class 8 contains 6062 members 
Mstep: Class 9 contains 25690 members 
Mstep: Class 10 contains 36977 members 
Mstep: Class 11 contains 1241 members 
Mstep: Class 12 contains 613 members 
Mstep: Class 13 contains 9243 members 
Mstep: Class 14 contains 2011 members 
Mstep: Class 15 contains 91834 members 
Mstep: Class 16 contains 14506 members 
Mstep: Class 17 contains 2511 members 
Mstep: Class 18 contains 29237 members 
Mstep: Class 19 contains 50001 members 
Mstep: Class 20 contains 10048 members 
Mstep: Class 21 contains 28716 members 
Mstep: Class 22 contains 3185 members 
Mstep: Class 23 contains 2096 members 
Mstep: Class 24 contains 38637 members 
Mstep: Class 25 contains 6730 members 
Mstep: Class 26 contains 21764 members 
Mstep: Class 27 contains 12163 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 1035 members 
Mstep: Class 30 contains 10300 members 
Mstep: Class 31 contains 68836 members 
Mstep: Class 32 contains 4945 members 
Entering Unmasked Estep 
Score: -64628572.000000 Penalty: 106199.320312
Splitting cluster 17 changes total score from -64565640.000000 to -64628572.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (29237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Entering Unmasked Estep 
Score: -2796429.500000 Penalty: 2550.231201
	Iteration 0F: 2 clusters Score -2796430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2776407.500000 Penalty: 5100.462402
	Iteration 0F: 3 clusters Score -2776408 nChanged 13312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -2784324.250000 Penalty: 5100.462402
	Iteration 1F: 3 clusters Score -2784324 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -2785578.250000 Penalty: 5100.462402
	Iteration 2F: 3 clusters Score -2785578 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2787163.000000 Penalty: 5100.462402
	Iteration 3F: 3 clusters Score -2787163 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2788942.750000 Penalty: 5100.462402
	Iteration 4F: 3 clusters Score -2788943 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2790560.750000 Penalty: 5100.462402
	Iteration 5F: 3 clusters Score -2790561 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -2791751.000000 Penalty: 5100.462402
	Iteration 6F: 3 clusters Score -2791751 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2792557.000000 Penalty: 5100.462402
	Iteration 7Q: 3 clusters Score -2792557 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -2793069.500000 Penalty: 5100.462402
	Iteration 8Q: 3 clusters Score -2793070 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2793336.250000 Penalty: 5100.462402
	Iteration 9Q: 3 clusters Score -2793336 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -2793523.750000 Penalty: 5100.462402
	Iteration 10Q: 3 clusters Score -2793524 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -2793656.000000 Penalty: 5100.462402
	Iteration 11Q: 3 clusters Score -2793656 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -2793779.750000 Penalty: 5100.462402
	Iteration 12Q: 3 clusters Score -2793780 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -2793886.750000 Penalty: 5100.462402
	Iteration 13Q: 3 clusters Score -2793887 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -2793968.750000 Penalty: 5100.462402
	Iteration 14Q: 3 clusters Score -2793969 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -2794036.500000 Penalty: 5100.462402
	Iteration 15Q: 3 clusters Score -2794036 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2794110.000000 Penalty: 5100.462402
	Iteration 16Q: 3 clusters Score -2794110 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2794190.000000 Penalty: 5100.462402
	Iteration 17Q: 3 clusters Score -2794190 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -2794242.500000 Penalty: 5100.462402
	Iteration 18Q: 3 clusters Score -2794242 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -2794315.250000 Penalty: 5100.462402
	Iteration 19Q: 3 clusters Score -2794315 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -2794391.500000 Penalty: 5100.462402
	Iteration 20F: 3 clusters Score -2794392 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -2794440.250000 Penalty: 5100.462402
	Iteration 21Q: 3 clusters Score -2794440 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -2794481.500000 Penalty: 5100.462402
	Iteration 22Q: 3 clusters Score -2794482 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -2794532.000000 Penalty: 5100.462402
	Iteration 23Q: 3 clusters Score -2794532 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -2794589.500000 Penalty: 5100.462402
	Iteration 24Q: 3 clusters Score -2794590 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -2794628.250000 Penalty: 5100.462402
	Iteration 25Q: 3 clusters Score -2794628 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -2794685.250000 Penalty: 5100.462402
	Iteration 26Q: 3 clusters Score -2794685 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -2794730.500000 Penalty: 5100.462402
	Iteration 27Q: 3 clusters Score -2794730 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -2794788.500000 Penalty: 5100.462402
	Iteration 28Q: 3 clusters Score -2794788 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -2794821.500000 Penalty: 5100.462402
	Iteration 29Q: 3 clusters Score -2794822 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -2794857.250000 Penalty: 5100.462402
	Iteration 30Q: 3 clusters Score -2794857 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -2794890.500000 Penalty: 5100.462402
	Iteration 31Q: 3 clusters Score -2794890 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -2794925.250000 Penalty: 5100.462402
	Iteration 32Q: 3 clusters Score -2794925 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -2794956.000000 Penalty: 5100.462402
	Iteration 33Q: 3 clusters Score -2794956 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -2794980.750000 Penalty: 5100.462402
	Iteration 34Q: 3 clusters Score -2794981 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -2795005.750000 Penalty: 5100.462402
	Iteration 35Q: 3 clusters Score -2795006 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -2795022.000000 Penalty: 5100.462402
	Iteration 36Q: 3 clusters Score -2795022 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -2795039.000000 Penalty: 5100.462402
	Iteration 37Q: 3 clusters Score -2795039 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -2795059.750000 Penalty: 5100.462402
	Iteration 38Q: 3 clusters Score -2795060 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -2795083.250000 Penalty: 5100.462402
	Iteration 39Q: 3 clusters Score -2795083 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -2795094.250000 Penalty: 5100.462402
	Iteration 40F: 3 clusters Score -2795094 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -2795109.750000 Penalty: 5100.462402
	Iteration 41Q: 3 clusters Score -2795110 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -2795125.750000 Penalty: 5100.462402
	Iteration 42Q: 3 clusters Score -2795126 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -2795135.750000 Penalty: 5100.462402
	Iteration 43Q: 3 clusters Score -2795136 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -2795145.000000 Penalty: 5100.462402
	Iteration 44Q: 3 clusters Score -2795145 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -2795162.500000 Penalty: 5100.462402
	Iteration 45Q: 3 clusters Score -2795162 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -2795180.250000 Penalty: 5100.462402
	Iteration 46Q: 3 clusters Score -2795180 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -2795198.750000 Penalty: 5100.462402
	Iteration 47Q: 3 clusters Score -2795199 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -2795198.750000 Penalty: 5100.462402
	Iteration 48Q: 3 clusters Score -2795199 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -2795210.500000 Penalty: 5100.462402
	Iteration 49Q: 3 clusters Score -2795210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -2795222.000000 Penalty: 5100.462402
	Iteration 50Q: 3 clusters Score -2795222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -2795224.000000 Penalty: 5100.462402
	Iteration 51Q: 3 clusters Score -2795224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -2795225.500000 Penalty: 5100.462402
	Iteration 52Q: 3 clusters Score -2795226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -2795230.750000 Penalty: 5100.462402
	Iteration 53Q: 3 clusters Score -2795231 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -2795234.750000 Penalty: 5100.462402
	Iteration 54Q: 3 clusters Score -2795235 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -2795236.250000 Penalty: 5100.462402
	Iteration 55Q: 3 clusters Score -2795236 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -2795237.250000 Penalty: 5100.462402
	Iteration 56Q: 3 clusters Score -2795237 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -2795238.750000 Penalty: 5100.462402
	Iteration 57Q: 3 clusters Score -2795239 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -2795243.750000 Penalty: 5100.462402
	Iteration 58Q: 3 clusters Score -2795244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -2795249.500000 Penalty: 5100.462402
	Iteration 59Q: 3 clusters Score -2795250 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -2795251.750000 Penalty: 5100.462402
	Iteration 60F: 3 clusters Score -2795252 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -2795256.250000 Penalty: 5100.462402
	Iteration 61Q: 3 clusters Score -2795256 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -2795260.000000 Penalty: 5100.462402
	Iteration 62Q: 3 clusters Score -2795260 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -2795279.000000 Penalty: 5100.462402
	Iteration 63Q: 3 clusters Score -2795279 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -2795290.000000 Penalty: 5100.462402
	Iteration 64Q: 3 clusters Score -2795290 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -2795289.000000 Penalty: 5100.462402
	Iteration 65Q: 3 clusters Score -2795289 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -2795293.500000 Penalty: 5100.462402
	Iteration 66Q: 3 clusters Score -2795294 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -2795296.250000 Penalty: 5100.462402
	Iteration 67Q: 3 clusters Score -2795296 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -2795315.250000 Penalty: 5100.462402
	Iteration 68Q: 3 clusters Score -2795315 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -2795311.750000 Penalty: 5100.462402
	Iteration 69Q: 3 clusters Score -2795312 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -2795330.500000 Penalty: 5100.462402
	Iteration 70Q: 3 clusters Score -2795330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -2795343.250000 Penalty: 5100.462402
	Iteration 71Q: 3 clusters Score -2795343 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -2795353.750000 Penalty: 5100.462402
	Iteration 72Q: 3 clusters Score -2795354 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -2795357.750000 Penalty: 5100.462402
	Iteration 73Q: 3 clusters Score -2795358 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -2795361.000000 Penalty: 5100.462402
	Iteration 74Q: 3 clusters Score -2795361 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -2795359.250000 Penalty: 5100.462402
	Iteration 75Q: 3 clusters Score -2795359 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -2795370.750000 Penalty: 5100.462402
	Iteration 76Q: 3 clusters Score -2795371 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -2795375.750000 Penalty: 5100.462402
	Iteration 77Q: 3 clusters Score -2795376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -2795379.250000 Penalty: 5100.462402
	Iteration 78Q: 3 clusters Score -2795379 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -2795381.000000 Penalty: 5100.462402
	Iteration 79Q: 3 clusters Score -2795381 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -2795388.000000 Penalty: 5100.462402
	Iteration 80F: 3 clusters Score -2795388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -2795385.750000 Penalty: 5100.462402
	Iteration 81Q: 3 clusters Score -2795386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -2795389.750000 Penalty: 5100.462402
	Iteration 82Q: 3 clusters Score -2795390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -2795393.500000 Penalty: 5100.462402
	Iteration 83Q: 3 clusters Score -2795394 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -2795395.000000 Penalty: 5100.462402
	Iteration 84Q: 3 clusters Score -2795395 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -2795406.750000 Penalty: 5100.462402
	Iteration 85Q: 3 clusters Score -2795407 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -2795414.500000 Penalty: 5100.462402
	Iteration 86Q: 3 clusters Score -2795414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -2795414.250000 Penalty: 5100.462402
	Iteration 87Q: 3 clusters Score -2795414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -2795412.500000 Penalty: 5100.462402
	Iteration 88Q: 3 clusters Score -2795412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -2795410.250000 Penalty: 5100.462402
	Iteration 89Q: 3 clusters Score -2795410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -2795414.750000 Penalty: 5100.462402
	Iteration 90Q: 3 clusters Score -2795415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -2795415.500000 Penalty: 5100.462402
	Iteration 91Q: 3 clusters Score -2795416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -2795416.750000 Penalty: 5100.462402
	Iteration 92Q: 3 clusters Score -2795417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -2795416.750000 Penalty: 5100.462402
	Iteration 93Q: 3 clusters Score -2795417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -2795419.250000 Penalty: 5100.462402
	Iteration 94Q: 3 clusters Score -2795419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -2795421.250000 Penalty: 5100.462402
	Iteration 95Q: 3 clusters Score -2795421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -2795424.750000 Penalty: 5100.462402
	Iteration 96Q: 3 clusters Score -2795425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -2795423.250000 Penalty: 5100.462402
	Iteration 97Q: 3 clusters Score -2795423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -2795426.000000 Penalty: 5100.462402
	Iteration 98Q: 3 clusters Score -2795426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -2795426.500000 Penalty: 5100.462402
	Iteration 99Q: 3 clusters Score -2795426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -2795426.500000 Penalty: 5100.462402
	Iteration 100F: 3 clusters Score -2795426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (50001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50001 members 
Entering Unmasked Estep 
Score: -4919950.500000 Penalty: 2683.310059
	Iteration 0F: 2 clusters Score -4919950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -4886147.000000 Penalty: 5366.620117
	Iteration 0F: 3 clusters Score -4886147 nChanged 23289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -4899562.500000 Penalty: 5366.620117
	Iteration 1F: 3 clusters Score -4899562 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -4900827.000000 Penalty: 5366.620117
	Iteration 2F: 3 clusters Score -4900827 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -4902390.500000 Penalty: 5366.620117
	Iteration 3F: 3 clusters Score -4902390 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -4904284.500000 Penalty: 5366.620117
	Iteration 4F: 3 clusters Score -4904284 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -4906425.000000 Penalty: 5366.620117
	Iteration 5F: 3 clusters Score -4906425 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -4908653.000000 Penalty: 5366.620117
	Iteration 6F: 3 clusters Score -4908653 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -4910835.500000 Penalty: 5366.620117
	Iteration 7F: 3 clusters Score -4910836 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -4912894.500000 Penalty: 5366.620117
	Iteration 8Q: 3 clusters Score -4912894 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -4914480.000000 Penalty: 5366.620117
	Iteration 9Q: 3 clusters Score -4914480 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -4915434.000000 Penalty: 5366.620117
	Iteration 10Q: 3 clusters Score -4915434 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 41973 members 
Entering Unmasked Estep 
Score: -4916073.500000 Penalty: 5366.620117
	Iteration 11Q: 3 clusters Score -4916074 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -4916547.500000 Penalty: 5366.620117
	Iteration 12Q: 3 clusters Score -4916548 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -4916873.500000 Penalty: 5366.620117
	Iteration 13Q: 3 clusters Score -4916874 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -4917131.000000 Penalty: 5366.620117
	Iteration 14Q: 3 clusters Score -4917131 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -4917353.000000 Penalty: 5366.620117
	Iteration 15Q: 3 clusters Score -4917353 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -4917536.500000 Penalty: 5366.620117
	Iteration 16Q: 3 clusters Score -4917536 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -4917688.500000 Penalty: 5366.620117
	Iteration 17Q: 3 clusters Score -4917688 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -4917802.500000 Penalty: 5366.620117
	Iteration 18Q: 3 clusters Score -4917802 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 45770 members 
Entering Unmasked Estep 
Score: -4917888.000000 Penalty: 5366.620117
	Iteration 19Q: 3 clusters Score -4917888 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 45987 members 
Entering Unmasked Estep 
Score: -4917977.500000 Penalty: 5366.620117
	Iteration 20F: 3 clusters Score -4917978 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -4918051.500000 Penalty: 5366.620117
	Iteration 21Q: 3 clusters Score -4918052 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 46336 members 
Entering Unmasked Estep 
Score: -4918116.000000 Penalty: 5366.620117
	Iteration 22Q: 3 clusters Score -4918116 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -4918176.500000 Penalty: 5366.620117
	Iteration 23Q: 3 clusters Score -4918176 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 46658 members 
Entering Unmasked Estep 
Score: -4918249.000000 Penalty: 5366.620117
	Iteration 24Q: 3 clusters Score -4918249 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 46794 members 
Entering Unmasked Estep 
Score: -4918315.000000 Penalty: 5366.620117
	Iteration 25Q: 3 clusters Score -4918315 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -4918362.000000 Penalty: 5366.620117
	Iteration 26Q: 3 clusters Score -4918362 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -4918397.000000 Penalty: 5366.620117
	Iteration 27Q: 3 clusters Score -4918397 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -4918432.500000 Penalty: 5366.620117
	Iteration 28Q: 3 clusters Score -4918432 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 47163 members 
Entering Unmasked Estep 
Score: -4918465.000000 Penalty: 5366.620117
	Iteration 29Q: 3 clusters Score -4918465 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
Score: -4918475.000000 Penalty: 5366.620117
	Iteration 30Q: 3 clusters Score -4918475 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 47293 members 
Entering Unmasked Estep 
Score: -4918504.500000 Penalty: 5366.620117
	Iteration 31Q: 3 clusters Score -4918504 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
Score: -4918527.000000 Penalty: 5366.620117
	Iteration 32Q: 3 clusters Score -4918527 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
Score: -4918553.500000 Penalty: 5366.620117
	Iteration 33Q: 3 clusters Score -4918554 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 47439 members 
Entering Unmasked Estep 
Score: -4918585.000000 Penalty: 5366.620117
	Iteration 34Q: 3 clusters Score -4918585 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 47496 members 
Entering Unmasked Estep 
Score: -4918609.000000 Penalty: 5366.620117
	Iteration 35Q: 3 clusters Score -4918609 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -4918636.500000 Penalty: 5366.620117
	Iteration 36Q: 3 clusters Score -4918636 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 47553 members 
Entering Unmasked Estep 
Score: -4918646.000000 Penalty: 5366.620117
	Iteration 37Q: 3 clusters Score -4918646 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -4918667.500000 Penalty: 5366.620117
	Iteration 38Q: 3 clusters Score -4918668 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 47608 members 
Entering Unmasked Estep 
Score: -4918669.000000 Penalty: 5366.620117
	Iteration 39Q: 3 clusters Score -4918669 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 47631 members 
Entering Unmasked Estep 
Score: -4918680.000000 Penalty: 5366.620117
	Iteration 40F: 3 clusters Score -4918680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 47644 members 
Entering Unmasked Estep 
Score: -4918680.000000 Penalty: 5366.620117
	Iteration 41Q: 3 clusters Score -4918680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -4918681.500000 Penalty: 5366.620117
	Iteration 42Q: 3 clusters Score -4918682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -4918685.500000 Penalty: 5366.620117
	Iteration 43Q: 3 clusters Score -4918686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 47685 members 
Entering Unmasked Estep 
Score: -4918694.000000 Penalty: 5366.620117
	Iteration 44Q: 3 clusters Score -4918694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -4918699.500000 Penalty: 5366.620117
	Iteration 45Q: 3 clusters Score -4918700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 47701 members 
Entering Unmasked Estep 
Score: -4918694.000000 Penalty: 5366.620117
	Iteration 46Q: 3 clusters Score -4918694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -4918694.500000 Penalty: 5366.620117
	Iteration 47Q: 3 clusters Score -4918694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -4918698.000000 Penalty: 5366.620117
	Iteration 48Q: 3 clusters Score -4918698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 47722 members 
Entering Unmasked Estep 
Score: -4918702.500000 Penalty: 5366.620117
	Iteration 49Q: 3 clusters Score -4918702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 47726 members 
Entering Unmasked Estep 
Score: -4918710.500000 Penalty: 5366.620117
	Iteration 50Q: 3 clusters Score -4918710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 47734 members 
Entering Unmasked Estep 
Score: -4918706.000000 Penalty: 5366.620117
	Iteration 51Q: 3 clusters Score -4918706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 47739 members 
Entering Unmasked Estep 
Score: -4918702.500000 Penalty: 5366.620117
	Iteration 52Q: 3 clusters Score -4918702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 47740 members 
Entering Unmasked Estep 
Score: -4918700.000000 Penalty: 5366.620117
	Iteration 53Q: 3 clusters Score -4918700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 47742 members 
Entering Unmasked Estep 
Score: -4918696.000000 Penalty: 5366.620117
	Iteration 54Q: 3 clusters Score -4918696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 47742 members 
Entering Unmasked Estep 
Score: -4918696.000000 Penalty: 5366.620117
	Iteration 55F: 3 clusters Score -4918696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Entering Unmasked Estep 
Score: -1074435.500000 Penalty: 2285.352051
	Iteration 0F: 2 clusters Score -1074436 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 4961 members 
Entering Unmasked Estep 
Score: -1066758.625000 Penalty: 4570.704102
	Iteration 0F: 3 clusters Score -1066759 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1069101.875000 Penalty: 4570.704102
	Iteration 1F: 3 clusters Score -1069102 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1069541.250000 Penalty: 4570.704102
	Iteration 2F: 3 clusters Score -1069541 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1069887.625000 Penalty: 4570.704102
	Iteration 3F: 3 clusters Score -1069888 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1070233.000000 Penalty: 4570.704102
	Iteration 4F: 3 clusters Score -1070233 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1070562.625000 Penalty: 4570.704102
	Iteration 5F: 3 clusters Score -1070563 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1070962.000000 Penalty: 4570.704102
	Iteration 6F: 3 clusters Score -1070962 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1071389.000000 Penalty: 4570.704102
	Iteration 7F: 3 clusters Score -1071389 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1071814.250000 Penalty: 4570.704102
	Iteration 8F: 3 clusters Score -1071814 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1072189.750000 Penalty: 4570.704102
	Iteration 9Q: 3 clusters Score -1072190 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1072449.500000 Penalty: 4570.704102
	Iteration 10Q: 3 clusters Score -1072450 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1072637.625000 Penalty: 4570.704102
	Iteration 11Q: 3 clusters Score -1072638 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1072753.750000 Penalty: 4570.704102
	Iteration 12Q: 3 clusters Score -1072754 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1072823.625000 Penalty: 4570.704102
	Iteration 13Q: 3 clusters Score -1072824 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1072866.250000 Penalty: 4570.704102
	Iteration 14Q: 3 clusters Score -1072866 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1072917.375000 Penalty: 4570.704102
	Iteration 15Q: 3 clusters Score -1072917 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1072965.500000 Penalty: 4570.704102
	Iteration 16Q: 3 clusters Score -1072966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1072999.500000 Penalty: 4570.704102
	Iteration 17Q: 3 clusters Score -1073000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1073014.375000 Penalty: 4570.704102
	Iteration 18Q: 3 clusters Score -1073014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1073026.250000 Penalty: 4570.704102
	Iteration 19Q: 3 clusters Score -1073026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1073032.375000 Penalty: 4570.704102
	Iteration 20F: 3 clusters Score -1073032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1073036.875000 Penalty: 4570.704102
	Iteration 21Q: 3 clusters Score -1073037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1073042.000000 Penalty: 4570.704102
	Iteration 22Q: 3 clusters Score -1073042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1073045.875000 Penalty: 4570.704102
	Iteration 23Q: 3 clusters Score -1073046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1073047.750000 Penalty: 4570.704102
	Iteration 24Q: 3 clusters Score -1073048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1073047.000000 Penalty: 4570.704102
	Iteration 25Q: 3 clusters Score -1073047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1073047.625000 Penalty: 4570.704102
	Iteration 26Q: 3 clusters Score -1073048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1073047.625000 Penalty: 4570.704102
	Iteration 27F: 3 clusters Score -1073048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Entering Unmasked Estep 
Score: -2710512.500000 Penalty: 2545.772217
	Iteration 0F: 2 clusters Score -2710512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -2690824.000000 Penalty: 5091.544434
	Iteration 0F: 3 clusters Score -2690824 nChanged 12970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2699164.000000 Penalty: 5091.544434
	Iteration 1F: 3 clusters Score -2699164 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -2701709.000000 Penalty: 5091.544434
	Iteration 2F: 3 clusters Score -2701709 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2704530.000000 Penalty: 5091.544434
	Iteration 3F: 3 clusters Score -2704530 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2706846.500000 Penalty: 5091.544434
	Iteration 4F: 3 clusters Score -2706846 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -2708417.500000 Penalty: 5091.544434
	Iteration 5F: 3 clusters Score -2708418 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2709468.750000 Penalty: 5091.544434
	Iteration 6F: 3 clusters Score -2709469 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2710244.500000 Penalty: 5091.544434
	Iteration 7Q: 3 clusters Score -2710244 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2710860.000000 Penalty: 5091.544434
	Iteration 8Q: 3 clusters Score -2710860 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -2711481.250000 Penalty: 5091.544434
	Iteration 9Q: 3 clusters Score -2711481 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2712037.750000 Penalty: 5091.544434
	Iteration 10Q: 3 clusters Score -2712038 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2712568.750000 Penalty: 5091.544434
	Iteration 11Q: 3 clusters Score -2712569 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -2712933.750000 Penalty: 5091.544434
	Iteration 12Q: 3 clusters Score -2712934 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2713159.500000 Penalty: 5091.544434
	Iteration 13Q: 3 clusters Score -2713160 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2713263.250000 Penalty: 5091.544434
	Iteration 14Q: 3 clusters Score -2713263 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2713356.500000 Penalty: 5091.544434
	Iteration 15Q: 3 clusters Score -2713356 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2713416.750000 Penalty: 5091.544434
	Iteration 16Q: 3 clusters Score -2713417 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2713481.500000 Penalty: 5091.544434
	Iteration 17Q: 3 clusters Score -2713482 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2713540.500000 Penalty: 5091.544434
	Iteration 18Q: 3 clusters Score -2713540 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2713606.250000 Penalty: 5091.544434
	Iteration 19Q: 3 clusters Score -2713606 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2713642.500000 Penalty: 5091.544434
	Iteration 20F: 3 clusters Score -2713642 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2713677.250000 Penalty: 5091.544434
	Iteration 21Q: 3 clusters Score -2713677 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2713696.750000 Penalty: 5091.544434
	Iteration 22Q: 3 clusters Score -2713697 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2713696.250000 Penalty: 5091.544434
	Iteration 23Q: 3 clusters Score -2713696 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2713718.250000 Penalty: 5091.544434
	Iteration 24Q: 3 clusters Score -2713718 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2713727.500000 Penalty: 5091.544434
	Iteration 25Q: 3 clusters Score -2713728 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -2713735.750000 Penalty: 5091.544434
	Iteration 26Q: 3 clusters Score -2713736 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -2713737.500000 Penalty: 5091.544434
	Iteration 27Q: 3 clusters Score -2713738 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2713752.500000 Penalty: 5091.544434
	Iteration 28Q: 3 clusters Score -2713752 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2713757.500000 Penalty: 5091.544434
	Iteration 29Q: 3 clusters Score -2713758 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2713759.250000 Penalty: 5091.544434
	Iteration 30Q: 3 clusters Score -2713759 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -2713758.500000 Penalty: 5091.544434
	Iteration 31Q: 3 clusters Score -2713758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2713760.000000 Penalty: 5091.544434
	Iteration 32Q: 3 clusters Score -2713760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2713757.250000 Penalty: 5091.544434
	Iteration 33Q: 3 clusters Score -2713757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2713759.750000 Penalty: 5091.544434
	Iteration 34Q: 3 clusters Score -2713760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2713766.000000 Penalty: 5091.544434
	Iteration 35Q: 3 clusters Score -2713766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -2713769.000000 Penalty: 5091.544434
	Iteration 36Q: 3 clusters Score -2713769 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2713780.250000 Penalty: 5091.544434
	Iteration 37Q: 3 clusters Score -2713780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2713786.250000 Penalty: 5091.544434
	Iteration 38Q: 3 clusters Score -2713786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2713788.000000 Penalty: 5091.544434
	Iteration 39Q: 3 clusters Score -2713788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2713787.000000 Penalty: 5091.544434
	Iteration 40F: 3 clusters Score -2713787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2713786.000000 Penalty: 5091.544434
	Iteration 41Q: 3 clusters Score -2713786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2713787.000000 Penalty: 5091.544434
	Iteration 42Q: 3 clusters Score -2713787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2713788.750000 Penalty: 5091.544434
	Iteration 43Q: 3 clusters Score -2713789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2713788.250000 Penalty: 5091.544434
	Iteration 44Q: 3 clusters Score -2713788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2713787.500000 Penalty: 5091.544434
	Iteration 45Q: 3 clusters Score -2713788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2713783.750000 Penalty: 5091.544434
	Iteration 46Q: 3 clusters Score -2713784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2713780.500000 Penalty: 5091.544434
	Iteration 47Q: 3 clusters Score -2713780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -2713783.750000 Penalty: 5091.544434
	Iteration 48Q: 3 clusters Score -2713784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -2713780.750000 Penalty: 5091.544434
	Iteration 49Q: 3 clusters Score -2713781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2713783.500000 Penalty: 5091.544434
	Iteration 50Q: 3 clusters Score -2713784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2713782.000000 Penalty: 5091.544434
	Iteration 51Q: 3 clusters Score -2713782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2713785.250000 Penalty: 5091.544434
	Iteration 52Q: 3 clusters Score -2713785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2713790.000000 Penalty: 5091.544434
	Iteration 53Q: 3 clusters Score -2713790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2713785.250000 Penalty: 5091.544434
	Iteration 54Q: 3 clusters Score -2713785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2713786.750000 Penalty: 5091.544434
	Iteration 55Q: 3 clusters Score -2713787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2713787.500000 Penalty: 5091.544434
	Iteration 56Q: 3 clusters Score -2713788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2713791.750000 Penalty: 5091.544434
	Iteration 57Q: 3 clusters Score -2713792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -2713788.000000 Penalty: 5091.544434
	Iteration 58Q: 3 clusters Score -2713788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2713790.000000 Penalty: 5091.544434
	Iteration 59Q: 3 clusters Score -2713790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2713790.000000 Penalty: 5091.544434
	Iteration 60F: 3 clusters Score -2713790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2713789.000000 Penalty: 5091.544434
	Iteration 61Q: 3 clusters Score -2713789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2713786.250000 Penalty: 5091.544434
	Iteration 62Q: 3 clusters Score -2713786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2713786.250000 Penalty: 5091.544434
	Iteration 63F: 3 clusters Score -2713786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 78314 members 
Mstep: Class 2 contains 14792 members 
Mstep: Class 3 contains 7646 members 
Mstep: Class 4 contains 12074 members 
Mstep: Class 5 contains 10248 members 
Mstep: Class 6 contains 18453 members 
Mstep: Class 7 contains 25830 members 
Mstep: Class 8 contains 6062 members 
Mstep: Class 9 contains 25690 members 
Mstep: Class 10 contains 36977 members 
Mstep: Class 11 contains 1241 members 
Mstep: Class 12 contains 613 members 
Mstep: Class 13 contains 9243 members 
Mstep: Class 14 contains 2011 members 
Mstep: Class 15 contains 91834 members 
Mstep: Class 16 contains 14506 members 
Mstep: Class 17 contains 2511 members 
Mstep: Class 18 contains 29237 members 
Mstep: Class 19 contains 50001 members 
Mstep: Class 20 contains 10048 members 
Mstep: Class 21 contains 17478 members 
Mstep: Class 22 contains 3185 members 
Mstep: Class 23 contains 2096 members 
Mstep: Class 24 contains 38637 members 
Mstep: Class 25 contains 6730 members 
Mstep: Class 26 contains 21764 members 
Mstep: Class 27 contains 12163 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 1035 members 
Mstep: Class 30 contains 10300 members 
Mstep: Class 31 contains 68836 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 11238 members 
Entering Unmasked Estep 
Score: -64631016.000000 Penalty: 109518.046875
Splitting cluster 21 changes total score from -64565640.000000 to -64631016.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 78314 members 
Mstep: Class 2 contains 14792 members 
Mstep: Class 3 contains 7646 members 
Mstep: Class 4 contains 12074 members 
Mstep: Class 5 contains 10248 members 
Mstep: Class 6 contains 18453 members 
Mstep: Class 7 contains 25830 members 
Mstep: Class 8 contains 6062 members 
Mstep: Class 9 contains 25690 members 
Mstep: Class 10 contains 36977 members 
Mstep: Class 11 contains 1241 members 
Mstep: Class 12 contains 613 members 
Mstep: Class 14 contains 2011 members 
Mstep: Class 15 contains 91834 members 
Mstep: Class 16 contains 14506 members 
Mstep: Class 17 contains 2511 members 
Mstep: Class 18 contains 29237 members 
Mstep: Class 19 contains 50001 members 
Mstep: Class 20 contains 10048 members 
Mstep: Class 21 contains 17478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64647632.000000 Penalty: 109518.046875
Iteration 39Q: 34 clusters Score -6.464763e+07 nChanged 20004
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 78443 members 
Mstep: Class 2 contains 15037 members 
Mstep: Class 3 contains 8358 members 
Mstep: Class 4 contains 12235 members 
Mstep: Class 5 contains 10337 members 
Mstep: Class 6 contains 18675 members 
Mstep: Class 7 contains 25821 members 
Mstep: Class 8 contains 5347 members 
Mstep: Class 9 contains 25582 members 
Mstep: Class 10 contains 37805 members 
Mstep: Class 11 contains 1243 members 
Mstep: Class 12 contains 1326 members 
Mstep: Class 13 contains 9183 members 
Mstep: Class 14 contains 2009 members 
Mstep: Class 15 contains 91156 members 
Mstep: Class 16 contains 14771 members 
Mstep: Class 17 contains 2493 members 
Mstep: Class 18 contains 29690 members 
Mstep: Class 19 contains 51278 members 
Mstep: Class 20 contains 10014 members 
Mstep: Class 21 contains 18272 members 
Mstep: Class 22 contains 3035 members 
Mstep: Class 23 contains 1990 members 
Mstep: Class 24 contains 37093 members 
Mstep: Class 25 contains 6567 members 
Mstep: Class 26 contains 21647 members 
Mstep: Class 27 contains 11833 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 10254 members 
Mstep: Class 31 contains 66961 members 
Mstep: Class 32 contains 5369 members 
Mstep: Class 33 contains 10924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64662784.000000 Penalty: 109518.046875
Iteration 40F: 34 clusters Score -6.466278e+07 nChanged 17228
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 77635 members 
Mstep: Class 2 contains 14471 members 
Mstep: Class 3 contains 8587 members 
Mstep: Class 4 contains 12086 members 
Mstep: Class 5 contains 9977 members 
Mstep: Class 6 contains 18784 members 
Mstep: Class 7 contains 25227 members 
Mstep: Class 8 contains 4852 members 
Mstep: Class 9 contains 24819 members 
Mstep: Class 10 contains 37160 members 
Mstep: Class 11 contains 1274 members 
Mstep: Class 12 contains 1684 members 
Mstep: Class 13 contains 9351 members 
Mstep: Class 14 contains 2009 members 
Mstep: Class 15 contains 90513 members 
Mstep: Class 16 contains 14723 members 
Mstep: Class 17 contains 2323 members 
Mstep: Class 18 contains 29270 members 
Mstep: Class 19 contains 50164 members 
Mstep: Class 20 contains 9987 members 
Mstep: Class 21 contains 18383 members 
Mstep: Class 22 contains 3188 members 
Mstep: Class 23 contains 2198 members 
Mstep: Class 24 contains 37431 members 
Mstep: Class 25 contains 7086 members 
Mstep: Class 26 contains 22393 members 
Mstep: Class 27 contains 12239 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 11168 members 
Mstep: Class 31 contains 67424 members 
Mstep: Class 32 contains 5702 members 
Mstep: Class 33 contains 12672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64669708.000000 Penalty: 109518.046875
Iteration 41Q: 34 clusters Score -6.466971e+07 nChanged 9526
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 77020 members 
Mstep: Class 2 contains 14340 members 
Mstep: Class 3 contains 8791 members 
Mstep: Class 4 contains 12037 members 
Mstep: Class 5 contains 9662 members 
Mstep: Class 6 contains 18894 members 
Mstep: Class 7 contains 24859 members 
Mstep: Class 8 contains 4476 members 
Mstep: Class 9 contains 24434 members 
Mstep: Class 10 contains 36830 members 
Mstep: Class 11 contains 1281 members 
Mstep: Class 12 contains 1834 members 
Mstep: Class 13 contains 9520 members 
Mstep: Class 14 contains 2022 members 
Mstep: Class 15 contains 90183 members 
Mstep: Class 16 contains 14709 members 
Mstep: Class 17 contains 2219 members 
Mstep: Class 18 contains 28957 members 
Mstep: Class 19 contains 49718 members 
Mstep: Class 20 contains 9968 members 
Mstep: Class 21 contains 18497 members 
Mstep: Class 22 contains 3252 members 
Mstep: Class 23 contains 2289 members 
Mstep: Class 24 contains 37423 members 
Mstep: Class 25 contains 7426 members 
Mstep: Class 26 contains 22768 members 
Mstep: Class 27 contains 12406 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 11700 members 
Mstep: Class 31 contains 67600 members 
Mstep: Class 32 contains 5973 members 
Mstep: Class 33 contains 13700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64672672.000000 Penalty: 109518.046875
Iteration 42Q: 34 clusters Score -6.467267e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 76514 members 
Mstep: Class 2 contains 14396 members 
Mstep: Class 3 contains 8930 members 
Mstep: Class 4 contains 12002 members 
Mstep: Class 5 contains 9478 members 
Mstep: Class 6 contains 18992 members 
Mstep: Class 7 contains 24598 members 
Mstep: Class 8 contains 4181 members 
Mstep: Class 9 contains 24187 members 
Mstep: Class 10 contains 36555 members 
Mstep: Class 11 contains 1281 members 
Mstep: Class 12 contains 1926 members 
Mstep: Class 13 contains 9654 members 
Mstep: Class 14 contains 2047 members 
Mstep: Class 15 contains 90002 members 
Mstep: Class 16 contains 14686 members 
Mstep: Class 17 contains 2159 members 
Mstep: Class 18 contains 28790 members 
Mstep: Class 19 contains 49364 members 
Mstep: Class 20 contains 9952 members 
Mstep: Class 21 contains 18522 members 
Mstep: Class 22 contains 3284 members 
Mstep: Class 23 contains 2357 members 
Mstep: Class 24 contains 37295 members 
Mstep: Class 25 contains 7670 members 
Mstep: Class 26 contains 23086 members 
Mstep: Class 27 contains 12553 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 12038 members 
Mstep: Class 31 contains 67739 members 
Mstep: Class 32 contains 6179 members 
Mstep: Class 33 contains 14372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64673816.000000 Penalty: 109518.046875
Iteration 43Q: 34 clusters Score -6.467382e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 76089 members 
Mstep: Class 2 contains 14529 members 
Mstep: Class 3 contains 9021 members 
Mstep: Class 4 contains 11990 members 
Mstep: Class 5 contains 9329 members 
Mstep: Class 6 contains 19063 members 
Mstep: Class 7 contains 24411 members 
Mstep: Class 8 contains 3998 members 
Mstep: Class 9 contains 23986 members 
Mstep: Class 10 contains 36308 members 
Mstep: Class 11 contains 1281 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 9785 members 
Mstep: Class 14 contains 2077 members 
Mstep: Class 15 contains 89853 members 
Mstep: Class 16 contains 14636 members 
Mstep: Class 17 contains 2120 members 
Mstep: Class 18 contains 28693 members 
Mstep: Class 19 contains 49111 members 
Mstep: Class 20 contains 9951 members 
Mstep: Class 21 contains 18553 members 
Mstep: Class 22 contains 3301 members 
Mstep: Class 23 contains 2384 members 
Mstep: Class 24 contains 37108 members 
Mstep: Class 25 contains 7881 members 
Mstep: Class 26 contains 23358 members 
Mstep: Class 27 contains 12679 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 12290 members 
Mstep: Class 31 contains 67824 members 
Mstep: Class 32 contains 6336 members 
Mstep: Class 33 contains 14858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64675180.000000 Penalty: 109518.046875
Iteration 44Q: 34 clusters Score -6.467518e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 75709 members 
Mstep: Class 2 contains 14731 members 
Mstep: Class 3 contains 9088 members 
Mstep: Class 4 contains 12004 members 
Mstep: Class 5 contains 9225 members 
Mstep: Class 6 contains 19132 members 
Mstep: Class 7 contains 24253 members 
Mstep: Class 8 contains 3837 members 
Mstep: Class 9 contains 23810 members 
Mstep: Class 10 contains 36095 members 
Mstep: Class 11 contains 1281 members 
Mstep: Class 12 contains 2028 members 
Mstep: Class 13 contains 9926 members 
Mstep: Class 14 contains 2113 members 
Mstep: Class 15 contains 89758 members 
Mstep: Class 16 contains 14582 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 28620 members 
Mstep: Class 19 contains 48952 members 
Mstep: Class 20 contains 9954 members 
Mstep: Class 21 contains 18562 members 
Mstep: Class 22 contains 3305 members 
Mstep: Class 23 contains 2372 members 
Mstep: Class 24 contains 36917 members 
Mstep: Class 25 contains 8070 members 
Mstep: Class 26 contains 23559 members 
Mstep: Class 27 contains 12779 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 12469 members 
Mstep: Class 31 contains 67918 members 
Mstep: Class 32 contains 6457 members 
Mstep: Class 33 contains 15191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64675988.000000 Penalty: 109518.046875
Iteration 45Q: 34 clusters Score -6.467599e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 75372 members 
Mstep: Class 2 contains 14914 members 
Mstep: Class 3 contains 9129 members 
Mstep: Class 4 contains 12005 members 
Mstep: Class 5 contains 9122 members 
Mstep: Class 6 contains 19199 members 
Mstep: Class 7 contains 24115 members 
Mstep: Class 8 contains 3731 members 
Mstep: Class 9 contains 23670 members 
Mstep: Class 10 contains 35898 members 
Mstep: Class 11 contains 1281 members 
Mstep: Class 12 contains 2049 members 
Mstep: Class 13 contains 10038 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 89703 members 
Mstep: Class 16 contains 14521 members 
Mstep: Class 17 contains 2076 members 
Mstep: Class 18 contains 28580 members 
Mstep: Class 19 contains 48851 members 
Mstep: Class 20 contains 9951 members 
Mstep: Class 21 contains 18571 members 
Mstep: Class 22 contains 3312 members 
Mstep: Class 23 contains 2352 members 
Mstep: Class 24 contains 36744 members 
Mstep: Class 25 contains 8220 members 
Mstep: Class 26 contains 23717 members 
Mstep: Class 27 contains 12855 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 12615 members 
Mstep: Class 31 contains 68023 members 
Mstep: Class 32 contains 6550 members 
Mstep: Class 33 contains 15469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64676668.000000 Penalty: 109518.046875
Iteration 46Q: 34 clusters Score -6.467667e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 75075 members 
Mstep: Class 2 contains 15072 members 
Mstep: Class 3 contains 9163 members 
Mstep: Class 4 contains 11986 members 
Mstep: Class 5 contains 9046 members 
Mstep: Class 6 contains 19251 members 
Mstep: Class 7 contains 24003 members 
Mstep: Class 8 contains 3648 members 
Mstep: Class 9 contains 23593 members 
Mstep: Class 10 contains 35695 members 
Mstep: Class 11 contains 1281 members 
Mstep: Class 12 contains 2068 members 
Mstep: Class 13 contains 10152 members 
Mstep: Class 14 contains 2200 members 
Mstep: Class 15 contains 89663 members 
Mstep: Class 16 contains 14476 members 
Mstep: Class 17 contains 2053 members 
Mstep: Class 18 contains 28542 members 
Mstep: Class 19 contains 48761 members 
Mstep: Class 20 contains 9947 members 
Mstep: Class 21 contains 18567 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 36581 members 
Mstep: Class 25 contains 8351 members 
Mstep: Class 26 contains 23831 members 
Mstep: Class 27 contains 12901 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 12725 members 
Mstep: Class 31 contains 68130 members 
Mstep: Class 32 contains 6642 members 
Mstep: Class 33 contains 15742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64677228.000000 Penalty: 109518.046875
Iteration 47Q: 34 clusters Score -6.467723e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 74825 members 
Mstep: Class 2 contains 15224 members 
Mstep: Class 3 contains 9191 members 
Mstep: Class 4 contains 11959 members 
Mstep: Class 5 contains 8972 members 
Mstep: Class 6 contains 19300 members 
Mstep: Class 7 contains 23899 members 
Mstep: Class 8 contains 3611 members 
Mstep: Class 9 contains 23542 members 
Mstep: Class 10 contains 35492 members 
Mstep: Class 11 contains 1281 members 
Mstep: Class 12 contains 2086 members 
Mstep: Class 13 contains 10238 members 
Mstep: Class 14 contains 2238 members 
Mstep: Class 15 contains 89617 members 
Mstep: Class 16 contains 14428 members 
Mstep: Class 17 contains 2023 members 
Mstep: Class 18 contains 28525 members 
Mstep: Class 19 contains 48659 members 
Mstep: Class 20 contains 9947 members 
Mstep: Class 21 contains 18563 members 
Mstep: Class 22 contains 3322 members 
Mstep: Class 23 contains 2301 members 
Mstep: Class 24 contains 36374 members 
Mstep: Class 25 contains 8484 members 
Mstep: Class 26 contains 23926 members 
Mstep: Class 27 contains 12966 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 995 members 
Mstep: Class 30 contains 12839 members 
Mstep: Class 31 contains 68225 members 
Mstep: Class 32 contains 6742 members 
Mstep: Class 33 contains 15989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64677600.000000 Penalty: 109518.046875
Iteration 48Q: 34 clusters Score -6.46776e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 74606 members 
Mstep: Class 2 contains 15404 members 
Mstep: Class 3 contains 9219 members 
Mstep: Class 4 contains 11951 members 
Mstep: Class 5 contains 8910 members 
Mstep: Class 6 contains 19338 members 
Mstep: Class 7 contains 23806 members 
Mstep: Class 8 contains 3589 members 
Mstep: Class 9 contains 23467 members 
Mstep: Class 10 contains 35325 members 
Mstep: Class 11 contains 1281 members 
Mstep: Class 12 contains 2097 members 
Mstep: Class 13 contains 10321 members 
Mstep: Class 14 contains 2271 members 
Mstep: Class 15 contains 89595 members 
Mstep: Class 16 contains 14392 members 
Mstep: Class 17 contains 1990 members 
Mstep: Class 18 contains 28493 members 
Mstep: Class 19 contains 48579 members 
Mstep: Class 20 contains 9943 members 
Mstep: Class 21 contains 18584 members 
Mstep: Class 22 contains 3333 members 
Mstep: Class 23 contains 2284 members 
Mstep: Class 24 contains 36174 members 
Mstep: Class 25 contains 8578 members 
Mstep: Class 26 contains 24005 members 
Mstep: Class 27 contains 13022 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 12919 members 
Mstep: Class 31 contains 68310 members 
Mstep: Class 32 contains 6824 members 
Mstep: Class 33 contains 16177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64678020.000000 Penalty: 109518.046875
Iteration 49Q: 34 clusters Score -6.467802e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 74397 members 
Mstep: Class 2 contains 15599 members 
Mstep: Class 3 contains 9247 members 
Mstep: Class 4 contains 11937 members 
Mstep: Class 5 contains 8859 members 
Mstep: Class 6 contains 19368 members 
Mstep: Class 7 contains 23722 members 
Mstep: Class 8 contains 3571 members 
Mstep: Class 9 contains 23371 members 
Mstep: Class 10 contains 35221 members 
Mstep: Class 11 contains 1281 members 
Mstep: Class 12 contains 2103 members 
Mstep: Class 13 contains 10391 members 
Mstep: Class 14 contains 2292 members 
Mstep: Class 15 contains 89579 members 
Mstep: Class 16 contains 14364 members 
Mstep: Class 17 contains 1956 members 
Mstep: Class 18 contains 28467 members 
Mstep: Class 19 contains 48516 members 
Mstep: Class 20 contains 9944 members 
Mstep: Class 21 contains 18605 members 
Mstep: Class 22 contains 3340 members 
Mstep: Class 23 contains 2264 members 
Mstep: Class 24 contains 35994 members 
Mstep: Class 25 contains 8648 members 
Mstep: Class 26 contains 24088 members 
Mstep: Class 27 contains 13045 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 13009 members 
Mstep: Class 31 contains 68388 members 
Mstep: Class 32 contains 6897 members 
Mstep: Class 33 contains 16324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64677992.000000 Penalty: 109518.046875
Iteration 50Q: 34 clusters Score -6.467799e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 74200 members 
Mstep: Class 2 contains 15787 members 
Mstep: Class 3 contains 9255 members 
Mstep: Class 4 contains 11911 members 
Mstep: Class 5 contains 8802 members 
Mstep: Class 6 contains 19405 members 
Mstep: Class 7 contains 23639 members 
Mstep: Class 8 contains 3561 members 
Mstep: Class 9 contains 23275 members 
Mstep: Class 10 contains 35129 members 
Mstep: Class 11 contains 1281 members 
Mstep: Class 12 contains 2108 members 
Mstep: Class 13 contains 10463 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 89559 members 
Mstep: Class 16 contains 14348 members 
Mstep: Class 17 contains 1929 members 
Mstep: Class 18 contains 28471 members 
Mstep: Class 19 contains 48466 members 
Mstep: Class 20 contains 9944 members 
Mstep: Class 21 contains 18621 members 
Mstep: Class 22 contains 3346 members 
Mstep: Class 23 contains 2251 members 
Mstep: Class 24 contains 35814 members 
Mstep: Class 25 contains 8701 members 
Mstep: Class 26 contains 24147 members 
Mstep: Class 27 contains 13072 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 13090 members 
Mstep: Class 31 contains 68482 members 
Mstep: Class 32 contains 6958 members 
Mstep: Class 33 contains 16457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64678256.000000 Penalty: 109518.046875
Iteration 51Q: 34 clusters Score -6.467826e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 73996 members 
Mstep: Class 2 contains 15983 members 
Mstep: Class 3 contains 9266 members 
Mstep: Class 4 contains 11907 members 
Mstep: Class 5 contains 8751 members 
Mstep: Class 6 contains 19442 members 
Mstep: Class 7 contains 23557 members 
Mstep: Class 8 contains 3550 members 
Mstep: Class 9 contains 23158 members 
Mstep: Class 10 contains 35052 members 
Mstep: Class 11 contains 1281 members 
Mstep: Class 12 contains 2116 members 
Mstep: Class 13 contains 10536 members 
Mstep: Class 14 contains 2345 members 
Mstep: Class 15 contains 89545 members 
Mstep: Class 16 contains 14329 members 
Mstep: Class 17 contains 1917 members 
Mstep: Class 18 contains 28489 members 
Mstep: Class 19 contains 48410 members 
Mstep: Class 20 contains 9943 members 
Mstep: Class 21 contains 18638 members 
Mstep: Class 22 contains 3353 members 
Mstep: Class 23 contains 2235 members 
Mstep: Class 24 contains 35644 members 
Mstep: Class 25 contains 8743 members 
Mstep: Class 26 contains 24200 members 
Mstep: Class 27 contains 13080 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 13161 members 
Mstep: Class 31 contains 68590 members 
Mstep: Class 32 contains 7010 members 
Mstep: Class 33 contains 16560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64678428.000000 Penalty: 109518.046875
Iteration 52Q: 34 clusters Score -6.467843e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 73813 members 
Mstep: Class 2 contains 16203 members 
Mstep: Class 3 contains 9283 members 
Mstep: Class 4 contains 11924 members 
Mstep: Class 5 contains 8697 members 
Mstep: Class 6 contains 19472 members 
Mstep: Class 7 contains 23479 members 
Mstep: Class 8 contains 3537 members 
Mstep: Class 9 contains 23004 members 
Mstep: Class 10 contains 34975 members 
Mstep: Class 11 contains 1281 members 
Mstep: Class 12 contains 2121 members 
Mstep: Class 13 contains 10606 members 
Mstep: Class 14 contains 2380 members 
Mstep: Class 15 contains 89533 members 
Mstep: Class 16 contains 14318 members 
Mstep: Class 17 contains 1892 members 
Mstep: Class 18 contains 28517 members 
Mstep: Class 19 contains 48338 members 
Mstep: Class 20 contains 9944 members 
Mstep: Class 21 contains 18652 members 
Mstep: Class 22 contains 3359 members 
Mstep: Class 23 contains 2211 members 
Mstep: Class 24 contains 35481 members 
Mstep: Class 25 contains 8786 members 
Mstep: Class 26 contains 24236 members 
Mstep: Class 27 contains 13093 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 13229 members 
Mstep: Class 31 contains 68706 members 
Mstep: Class 32 contains 7061 members 
Mstep: Class 33 contains 16656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64678556.000000 Penalty: 109518.046875
Iteration 53Q: 34 clusters Score -6.467856e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 73646 members 
Mstep: Class 2 contains 16461 members 
Mstep: Class 3 contains 9301 members 
Mstep: Class 4 contains 11947 members 
Mstep: Class 5 contains 8668 members 
Mstep: Class 6 contains 19502 members 
Mstep: Class 7 contains 23411 members 
Mstep: Class 8 contains 3528 members 
Mstep: Class 9 contains 22840 members 
Mstep: Class 10 contains 34888 members 
Mstep: Class 11 contains 1281 members 
Mstep: Class 12 contains 2123 members 
Mstep: Class 13 contains 10659 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 89527 members 
Mstep: Class 16 contains 14298 members 
Mstep: Class 17 contains 1864 members 
Mstep: Class 18 contains 28524 members 
Mstep: Class 19 contains 48254 members 
Mstep: Class 20 contains 9945 members 
Mstep: Class 21 contains 18660 members 
Mstep: Class 22 contains 3365 members 
Mstep: Class 23 contains 2189 members 
Mstep: Class 24 contains 35308 members 
Mstep: Class 25 contains 8818 members 
Mstep: Class 26 contains 24273 members 
Mstep: Class 27 contains 13107 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 13284 members 
Mstep: Class 31 contains 68827 members 
Mstep: Class 32 contains 7118 members 
Mstep: Class 33 contains 16762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64678840.000000 Penalty: 109518.046875
Iteration 54Q: 34 clusters Score -6.467884e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 73457 members 
Mstep: Class 2 contains 16712 members 
Mstep: Class 3 contains 9322 members 
Mstep: Class 4 contains 11963 members 
Mstep: Class 5 contains 8629 members 
Mstep: Class 6 contains 19529 members 
Mstep: Class 7 contains 23357 members 
Mstep: Class 8 contains 3519 members 
Mstep: Class 9 contains 22687 members 
Mstep: Class 10 contains 34818 members 
Mstep: Class 11 contains 1281 members 
Mstep: Class 12 contains 2126 members 
Mstep: Class 13 contains 10731 members 
Mstep: Class 14 contains 2430 members 
Mstep: Class 15 contains 89520 members 
Mstep: Class 16 contains 14285 members 
Mstep: Class 17 contains 1833 members 
Mstep: Class 18 contains 28545 members 
Mstep: Class 19 contains 48164 members 
Mstep: Class 20 contains 9946 members 
Mstep: Class 21 contains 18670 members 
Mstep: Class 22 contains 3374 members 
Mstep: Class 23 contains 2169 members 
Mstep: Class 24 contains 35151 members 
Mstep: Class 25 contains 8846 members 
Mstep: Class 26 contains 24310 members 
Mstep: Class 27 contains 13119 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 13343 members 
Mstep: Class 31 contains 68938 members 
Mstep: Class 32 contains 7173 members 
Mstep: Class 33 contains 16840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64678980.000000 Penalty: 109518.046875
Iteration 55Q: 34 clusters Score -6.467898e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 73315 members 
Mstep: Class 2 contains 17009 members 
Mstep: Class 3 contains 9346 members 
Mstep: Class 4 contains 11988 members 
Mstep: Class 5 contains 8599 members 
Mstep: Class 6 contains 19544 members 
Mstep: Class 7 contains 23308 members 
Mstep: Class 8 contains 3513 members 
Mstep: Class 9 contains 22481 members 
Mstep: Class 10 contains 34752 members 
Mstep: Class 11 contains 1281 members 
Mstep: Class 12 contains 2129 members 
Mstep: Class 13 contains 10793 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 89517 members 
Mstep: Class 16 contains 14281 members 
Mstep: Class 17 contains 1813 members 
Mstep: Class 18 contains 28604 members 
Mstep: Class 19 contains 48063 members 
Mstep: Class 20 contains 9946 members 
Mstep: Class 21 contains 18674 members 
Mstep: Class 22 contains 3379 members 
Mstep: Class 23 contains 2156 members 
Mstep: Class 24 contains 34975 members 
Mstep: Class 25 contains 8861 members 
Mstep: Class 26 contains 24346 members 
Mstep: Class 27 contains 13122 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 13376 members 
Mstep: Class 31 contains 69040 members 
Mstep: Class 32 contains 7208 members 
Mstep: Class 33 contains 16902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64679184.000000 Penalty: 109518.046875
Iteration 56Q: 34 clusters Score -6.467918e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 73169 members 
Mstep: Class 2 contains 17295 members 
Mstep: Class 3 contains 9366 members 
Mstep: Class 4 contains 11995 members 
Mstep: Class 5 contains 8573 members 
Mstep: Class 6 contains 19572 members 
Mstep: Class 7 contains 23267 members 
Mstep: Class 8 contains 3509 members 
Mstep: Class 9 contains 22265 members 
Mstep: Class 10 contains 34693 members 
Mstep: Class 11 contains 1281 members 
Mstep: Class 12 contains 2133 members 
Mstep: Class 13 contains 10837 members 
Mstep: Class 14 contains 2496 members 
Mstep: Class 15 contains 89509 members 
Mstep: Class 16 contains 14283 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 28660 members 
Mstep: Class 19 contains 47975 members 
Mstep: Class 20 contains 9947 members 
Mstep: Class 21 contains 18678 members 
Mstep: Class 22 contains 3385 members 
Mstep: Class 23 contains 2142 members 
Mstep: Class 24 contains 34782 members 
Mstep: Class 25 contains 8879 members 
Mstep: Class 26 contains 24382 members 
Mstep: Class 27 contains 13123 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 13422 members 
Mstep: Class 31 contains 69158 members 
Mstep: Class 32 contains 7251 members 
Mstep: Class 33 contains 16969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64679296.000000 Penalty: 109518.046875
Iteration 57Q: 34 clusters Score -6.46793e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 73022 members 
Mstep: Class 2 contains 17604 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 11989 members 
Mstep: Class 5 contains 8556 members 
Mstep: Class 6 contains 19596 members 
Mstep: Class 7 contains 23228 members 
Mstep: Class 8 contains 3504 members 
Mstep: Class 9 contains 22022 members 
Mstep: Class 10 contains 34648 members 
Mstep: Class 11 contains 1281 members 
Mstep: Class 12 contains 2137 members 
Mstep: Class 13 contains 10878 members 
Mstep: Class 14 contains 2515 members 
Mstep: Class 15 contains 89504 members 
Mstep: Class 16 contains 14277 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 28683 members 
Mstep: Class 19 contains 47918 members 
Mstep: Class 20 contains 9947 members 
Mstep: Class 21 contains 18686 members 
Mstep: Class 22 contains 3387 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 34607 members 
Mstep: Class 25 contains 8883 members 
Mstep: Class 26 contains 24417 members 
Mstep: Class 27 contains 13127 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 13482 members 
Mstep: Class 31 contains 69285 members 
Mstep: Class 32 contains 7281 members 
Mstep: Class 33 contains 17023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64679276.000000 Penalty: 109518.046875
Iteration 58Q: 34 clusters Score -6.467928e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 72877 members 
Mstep: Class 2 contains 17929 members 
Mstep: Class 3 contains 9393 members 
Mstep: Class 4 contains 12000 members 
Mstep: Class 5 contains 8542 members 
Mstep: Class 6 contains 19615 members 
Mstep: Class 7 contains 23195 members 
Mstep: Class 8 contains 3497 members 
Mstep: Class 9 contains 21761 members 
Mstep: Class 10 contains 34595 members 
Mstep: Class 11 contains 1281 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 10929 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 89495 members 
Mstep: Class 16 contains 14273 members 
Mstep: Class 17 contains 1788 members 
Mstep: Class 18 contains 28704 members 
Mstep: Class 19 contains 47854 members 
Mstep: Class 20 contains 9947 members 
Mstep: Class 21 contains 18692 members 
Mstep: Class 22 contains 3393 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 34435 members 
Mstep: Class 25 contains 8882 members 
Mstep: Class 26 contains 24457 members 
Mstep: Class 27 contains 13139 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 13538 members 
Mstep: Class 31 contains 69402 members 
Mstep: Class 32 contains 7308 members 
Mstep: Class 33 contains 17080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64679424.000000 Penalty: 109518.046875
Iteration 59Q: 34 clusters Score -6.467942e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 72748 members 
Mstep: Class 2 contains 18300 members 
Mstep: Class 3 contains 9403 members 
Mstep: Class 4 contains 11989 members 
Mstep: Class 5 contains 8525 members 
Mstep: Class 6 contains 19636 members 
Mstep: Class 7 contains 23174 members 
Mstep: Class 8 contains 3494 members 
Mstep: Class 9 contains 21508 members 
Mstep: Class 10 contains 34561 members 
Mstep: Class 11 contains 1281 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 10967 members 
Mstep: Class 14 contains 2548 members 
Mstep: Class 15 contains 89493 members 
Mstep: Class 16 contains 14270 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 28740 members 
Mstep: Class 19 contains 47772 members 
Mstep: Class 20 contains 9947 members 
Mstep: Class 21 contains 18692 members 
Mstep: Class 22 contains 3394 members 
Mstep: Class 23 contains 2098 members 
Mstep: Class 24 contains 34242 members 
Mstep: Class 25 contains 8875 members 
Mstep: Class 26 contains 24484 members 
Mstep: Class 27 contains 13144 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 13581 members 
Mstep: Class 31 contains 69544 members 
Mstep: Class 32 contains 7334 members 
Mstep: Class 33 contains 17115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64679904.000000 Penalty: 109518.046875
Iteration 60F: 34 clusters Score -6.46799e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 72633 members 
Mstep: Class 2 contains 18659 members 
Mstep: Class 3 contains 9408 members 
Mstep: Class 4 contains 11978 members 
Mstep: Class 5 contains 8513 members 
Mstep: Class 6 contains 19662 members 
Mstep: Class 7 contains 23144 members 
Mstep: Class 8 contains 3488 members 
Mstep: Class 9 contains 21259 members 
Mstep: Class 10 contains 34526 members 
Mstep: Class 11 contains 1287 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 11007 members 
Mstep: Class 14 contains 2551 members 
Mstep: Class 15 contains 89493 members 
Mstep: Class 16 contains 14269 members 
Mstep: Class 17 contains 1785 members 
Mstep: Class 18 contains 28737 members 
Mstep: Class 19 contains 47713 members 
Mstep: Class 20 contains 9946 members 
Mstep: Class 21 contains 18683 members 
Mstep: Class 22 contains 3392 members 
Mstep: Class 23 contains 2096 members 
Mstep: Class 24 contains 34016 members 
Mstep: Class 25 contains 8876 members 
Mstep: Class 26 contains 24515 members 
Mstep: Class 27 contains 13149 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 13649 members 
Mstep: Class 31 contains 69713 members 
Mstep: Class 32 contains 7360 members 
Mstep: Class 33 contains 17147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64680536.000000 Penalty: 109518.046875
Iteration 61Q: 34 clusters Score -6.468054e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 72494 members 
Mstep: Class 2 contains 19067 members 
Mstep: Class 3 contains 9415 members 
Mstep: Class 4 contains 11979 members 
Mstep: Class 5 contains 8497 members 
Mstep: Class 6 contains 19682 members 
Mstep: Class 7 contains 23118 members 
Mstep: Class 8 contains 3487 members 
Mstep: Class 9 contains 20974 members 
Mstep: Class 10 contains 34489 members 
Mstep: Class 11 contains 1287 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 11037 members 
Mstep: Class 14 contains 2563 members 
Mstep: Class 15 contains 89495 members 
Mstep: Class 16 contains 14274 members 
Mstep: Class 17 contains 1777 members 
Mstep: Class 18 contains 28740 members 
Mstep: Class 19 contains 47654 members 
Mstep: Class 20 contains 9944 members 
Mstep: Class 21 contains 18675 members 
Mstep: Class 22 contains 3394 members 
Mstep: Class 23 contains 2076 members 
Mstep: Class 24 contains 33806 members 
Mstep: Class 25 contains 8880 members 
Mstep: Class 26 contains 24553 members 
Mstep: Class 27 contains 13153 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 13711 members 
Mstep: Class 31 contains 69881 members 
Mstep: Class 32 contains 7377 members 
Mstep: Class 33 contains 17175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64680688.000000 Penalty: 109518.046875
Iteration 62Q: 34 clusters Score -6.468069e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 72349 members 
Mstep: Class 2 contains 19480 members 
Mstep: Class 3 contains 9420 members 
Mstep: Class 4 contains 11995 members 
Mstep: Class 5 contains 8473 members 
Mstep: Class 6 contains 19702 members 
Mstep: Class 7 contains 23080 members 
Mstep: Class 8 contains 3484 members 
Mstep: Class 9 contains 20675 members 
Mstep: Class 10 contains 34459 members 
Mstep: Class 11 contains 1287 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 11068 members 
Mstep: Class 14 contains 2575 members 
Mstep: Class 15 contains 89491 members 
Mstep: Class 16 contains 14277 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 28777 members 
Mstep: Class 19 contains 47578 members 
Mstep: Class 20 contains 9943 members 
Mstep: Class 21 contains 18663 members 
Mstep: Class 22 contains 3391 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 33586 members 
Mstep: Class 25 contains 8880 members 
Mstep: Class 26 contains 24586 members 
Mstep: Class 27 contains 13156 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 997 members 
Mstep: Class 30 contains 13770 members 
Mstep: Class 31 contains 70081 members 
Mstep: Class 32 contains 7386 members 
Mstep: Class 33 contains 17210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64680916.000000 Penalty: 109518.046875
Iteration 63Q: 34 clusters Score -6.468092e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 72199 members 
Mstep: Class 2 contains 19899 members 
Mstep: Class 3 contains 9429 members 
Mstep: Class 4 contains 11998 members 
Mstep: Class 5 contains 8463 members 
Mstep: Class 6 contains 19727 members 
Mstep: Class 7 contains 23025 members 
Mstep: Class 8 contains 3483 members 
Mstep: Class 9 contains 20416 members 
Mstep: Class 10 contains 34417 members 
Mstep: Class 11 contains 1287 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 2590 members 
Mstep: Class 15 contains 89490 members 
Mstep: Class 16 contains 14281 members 
Mstep: Class 17 contains 1762 members 
Mstep: Class 18 contains 28848 members 
Mstep: Class 19 contains 47467 members 
Mstep: Class 20 contains 9943 members 
Mstep: Class 21 contains 18647 members 
Mstep: Class 22 contains 3393 members 
Mstep: Class 23 contains 2044 members 
Mstep: Class 24 contains 33357 members 
Mstep: Class 25 contains 8883 members 
Mstep: Class 26 contains 24623 members 
Mstep: Class 27 contains 13157 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 999 members 
Mstep: Class 30 contains 13791 members 
Mstep: Class 31 contains 70280 members 
Mstep: Class 32 contains 7396 members 
Mstep: Class 33 contains 17259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64681564.000000 Penalty: 109518.046875
Iteration 64Q: 34 clusters Score -6.468156e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 72047 members 
Mstep: Class 2 contains 20265 members 
Mstep: Class 3 contains 9438 members 
Mstep: Class 4 contains 11998 members 
Mstep: Class 5 contains 8460 members 
Mstep: Class 6 contains 19758 members 
Mstep: Class 7 contains 22984 members 
Mstep: Class 8 contains 3482 members 
Mstep: Class 9 contains 20169 members 
Mstep: Class 10 contains 34385 members 
Mstep: Class 11 contains 1287 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 11125 members 
Mstep: Class 14 contains 2604 members 
Mstep: Class 15 contains 89485 members 
Mstep: Class 16 contains 14285 members 
Mstep: Class 17 contains 1758 members 
Mstep: Class 18 contains 28903 members 
Mstep: Class 19 contains 47345 members 
Mstep: Class 20 contains 9943 members 
Mstep: Class 21 contains 18636 members 
Mstep: Class 22 contains 3405 members 
Mstep: Class 23 contains 2030 members 
Mstep: Class 24 contains 33092 members 
Mstep: Class 25 contains 8885 members 
Mstep: Class 26 contains 24658 members 
Mstep: Class 27 contains 13157 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 1002 members 
Mstep: Class 30 contains 13842 members 
Mstep: Class 31 contains 70506 members 
Mstep: Class 32 contains 7405 members 
Mstep: Class 33 contains 17311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64681820.000000 Penalty: 109518.046875
Iteration 65Q: 34 clusters Score -6.468182e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 71852 members 
Mstep: Class 2 contains 20583 members 
Mstep: Class 3 contains 9436 members 
Mstep: Class 4 contains 12009 members 
Mstep: Class 5 contains 8450 members 
Mstep: Class 6 contains 19779 members 
Mstep: Class 7 contains 22936 members 
Mstep: Class 8 contains 3476 members 
Mstep: Class 9 contains 19980 members 
Mstep: Class 10 contains 34356 members 
Mstep: Class 11 contains 1287 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 11148 members 
Mstep: Class 14 contains 2615 members 
Mstep: Class 15 contains 89487 members 
Mstep: Class 16 contains 14286 members 
Mstep: Class 17 contains 1756 members 
Mstep: Class 18 contains 29012 members 
Mstep: Class 19 contains 47216 members 
Mstep: Class 20 contains 9943 members 
Mstep: Class 21 contains 18635 members 
Mstep: Class 22 contains 3412 members 
Mstep: Class 23 contains 2021 members 
Mstep: Class 24 contains 32841 members 
Mstep: Class 25 contains 8889 members 
Mstep: Class 26 contains 24698 members 
Mstep: Class 27 contains 13160 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 1002 members 
Mstep: Class 30 contains 13871 members 
Mstep: Class 31 contains 70734 members 
Mstep: Class 32 contains 7413 members 
Mstep: Class 33 contains 17367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64681828.000000 Penalty: 109518.046875
Iteration 66Q: 34 clusters Score -6.468183e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 71652 members 
Mstep: Class 2 contains 20851 members 
Mstep: Class 3 contains 9439 members 
Mstep: Class 4 contains 12010 members 
Mstep: Class 5 contains 8455 members 
Mstep: Class 6 contains 19800 members 
Mstep: Class 7 contains 22894 members 
Mstep: Class 8 contains 3473 members 
Mstep: Class 9 contains 19793 members 
Mstep: Class 10 contains 34339 members 
Mstep: Class 11 contains 1287 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 11175 members 
Mstep: Class 14 contains 2629 members 
Mstep: Class 15 contains 89489 members 
Mstep: Class 16 contains 14294 members 
Mstep: Class 17 contains 1751 members 
Mstep: Class 18 contains 29124 members 
Mstep: Class 19 contains 47112 members 
Mstep: Class 20 contains 9943 members 
Mstep: Class 21 contains 18643 members 
Mstep: Class 22 contains 3416 members 
Mstep: Class 23 contains 2013 members 
Mstep: Class 24 contains 32564 members 
Mstep: Class 25 contains 8888 members 
Mstep: Class 26 contains 24752 members 
Mstep: Class 27 contains 13152 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 1001 members 
Mstep: Class 30 contains 13915 members 
Mstep: Class 31 contains 70976 members 
Mstep: Class 32 contains 7422 members 
Mstep: Class 33 contains 17398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64681992.000000 Penalty: 109518.046875
Iteration 67Q: 34 clusters Score -6.468199e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 71438 members 
Mstep: Class 2 contains 21114 members 
Mstep: Class 3 contains 9446 members 
Mstep: Class 4 contains 12017 members 
Mstep: Class 5 contains 8455 members 
Mstep: Class 6 contains 19817 members 
Mstep: Class 7 contains 22855 members 
Mstep: Class 8 contains 3472 members 
Mstep: Class 9 contains 19607 members 
Mstep: Class 10 contains 34322 members 
Mstep: Class 11 contains 1287 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 11212 members 
Mstep: Class 14 contains 2650 members 
Mstep: Class 15 contains 89488 members 
Mstep: Class 16 contains 14295 members 
Mstep: Class 17 contains 1746 members 
Mstep: Class 18 contains 29275 members 
Mstep: Class 19 contains 47017 members 
Mstep: Class 20 contains 9943 members 
Mstep: Class 21 contains 18634 members 
Mstep: Class 22 contains 3419 members 
Mstep: Class 23 contains 2006 members 
Mstep: Class 24 contains 32267 members 
Mstep: Class 25 contains 8890 members 
Mstep: Class 26 contains 24797 members 
Mstep: Class 27 contains 13146 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13954 members 
Mstep: Class 31 contains 71219 members 
Mstep: Class 32 contains 7433 members 
Mstep: Class 33 contains 17429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64682432.000000 Penalty: 109518.046875
Iteration 68Q: 34 clusters Score -6.468243e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 71224 members 
Mstep: Class 2 contains 21349 members 
Mstep: Class 3 contains 9459 members 
Mstep: Class 4 contains 12023 members 
Mstep: Class 5 contains 8459 members 
Mstep: Class 6 contains 19833 members 
Mstep: Class 7 contains 22816 members 
Mstep: Class 8 contains 3471 members 
Mstep: Class 9 contains 19445 members 
Mstep: Class 10 contains 34311 members 
Mstep: Class 11 contains 1287 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 11249 members 
Mstep: Class 14 contains 2680 members 
Mstep: Class 15 contains 89490 members 
Mstep: Class 16 contains 14298 members 
Mstep: Class 17 contains 1742 members 
Mstep: Class 18 contains 29430 members 
Mstep: Class 19 contains 46889 members 
Mstep: Class 20 contains 9943 members 
Mstep: Class 21 contains 18633 members 
Mstep: Class 22 contains 3417 members 
Mstep: Class 23 contains 1998 members 
Mstep: Class 24 contains 32000 members 
Mstep: Class 25 contains 8893 members 
Mstep: Class 26 contains 24844 members 
Mstep: Class 27 contains 13143 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13971 members 
Mstep: Class 31 contains 71469 members 
Mstep: Class 32 contains 7439 members 
Mstep: Class 33 contains 17445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64682504.000000 Penalty: 109518.046875
Iteration 69Q: 34 clusters Score -6.46825e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 71005 members 
Mstep: Class 2 contains 21572 members 
Mstep: Class 3 contains 9474 members 
Mstep: Class 4 contains 12031 members 
Mstep: Class 5 contains 8464 members 
Mstep: Class 6 contains 19851 members 
Mstep: Class 7 contains 22782 members 
Mstep: Class 8 contains 3469 members 
Mstep: Class 9 contains 19297 members 
Mstep: Class 10 contains 34295 members 
Mstep: Class 11 contains 1287 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 11281 members 
Mstep: Class 14 contains 2714 members 
Mstep: Class 15 contains 89486 members 
Mstep: Class 16 contains 14300 members 
Mstep: Class 17 contains 1743 members 
Mstep: Class 18 contains 29621 members 
Mstep: Class 19 contains 46744 members 
Mstep: Class 20 contains 9942 members 
Mstep: Class 21 contains 18615 members 
Mstep: Class 22 contains 3413 members 
Mstep: Class 23 contains 1985 members 
Mstep: Class 24 contains 31707 members 
Mstep: Class 25 contains 8889 members 
Mstep: Class 26 contains 24897 members 
Mstep: Class 27 contains 13144 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13990 members 
Mstep: Class 31 contains 71740 members 
Mstep: Class 32 contains 7442 members 
Mstep: Class 33 contains 17470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64682680.000000 Penalty: 109518.046875
Iteration 70Q: 34 clusters Score -6.468268e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 70794 members 
Mstep: Class 2 contains 21776 members 
Mstep: Class 3 contains 9490 members 
Mstep: Class 4 contains 12025 members 
Mstep: Class 5 contains 8472 members 
Mstep: Class 6 contains 19865 members 
Mstep: Class 7 contains 22747 members 
Mstep: Class 8 contains 3469 members 
Mstep: Class 9 contains 19169 members 
Mstep: Class 10 contains 34278 members 
Mstep: Class 11 contains 1287 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 11320 members 
Mstep: Class 14 contains 2737 members 
Mstep: Class 15 contains 89483 members 
Mstep: Class 16 contains 14306 members 
Mstep: Class 17 contains 1742 members 
Mstep: Class 18 contains 29827 members 
Mstep: Class 19 contains 46593 members 
Mstep: Class 20 contains 9942 members 
Mstep: Class 21 contains 18591 members 
Mstep: Class 22 contains 3406 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 31405 members 
Mstep: Class 25 contains 8886 members 
Mstep: Class 26 contains 24955 members 
Mstep: Class 27 contains 13141 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 14023 members 
Mstep: Class 31 contains 72007 members 
Mstep: Class 32 contains 7448 members 
Mstep: Class 33 contains 17491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64682756.000000 Penalty: 109518.046875
Iteration 71Q: 34 clusters Score -6.468276e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 70605 members 
Mstep: Class 2 contains 21967 members 
Mstep: Class 3 contains 9516 members 
Mstep: Class 4 contains 12021 members 
Mstep: Class 5 contains 8483 members 
Mstep: Class 6 contains 19888 members 
Mstep: Class 7 contains 22706 members 
Mstep: Class 8 contains 3469 members 
Mstep: Class 9 contains 19048 members 
Mstep: Class 10 contains 34248 members 
Mstep: Class 11 contains 1287 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 11351 members 
Mstep: Class 14 contains 2765 members 
Mstep: Class 15 contains 89481 members 
Mstep: Class 16 contains 14312 members 
Mstep: Class 17 contains 1742 members 
Mstep: Class 18 contains 30034 members 
Mstep: Class 19 contains 46442 members 
Mstep: Class 20 contains 9942 members 
Mstep: Class 21 contains 18565 members 
Mstep: Class 22 contains 3399 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 31113 members 
Mstep: Class 25 contains 8884 members 
Mstep: Class 26 contains 25007 members 
Mstep: Class 27 contains 13139 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 14058 members 
Mstep: Class 31 contains 72252 members 
Mstep: Class 32 contains 7454 members 
Mstep: Class 33 contains 17507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64683048.000000 Penalty: 109518.046875
Iteration 72Q: 34 clusters Score -6.468305e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 70400 members 
Mstep: Class 2 contains 22146 members 
Mstep: Class 3 contains 9534 members 
Mstep: Class 4 contains 12032 members 
Mstep: Class 5 contains 8500 members 
Mstep: Class 6 contains 19897 members 
Mstep: Class 7 contains 22659 members 
Mstep: Class 8 contains 3468 members 
Mstep: Class 9 contains 18923 members 
Mstep: Class 10 contains 34232 members 
Mstep: Class 11 contains 1287 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 11380 members 
Mstep: Class 14 contains 2788 members 
Mstep: Class 15 contains 89474 members 
Mstep: Class 16 contains 14320 members 
Mstep: Class 17 contains 1742 members 
Mstep: Class 18 contains 30271 members 
Mstep: Class 19 contains 46285 members 
Mstep: Class 20 contains 9942 members 
Mstep: Class 21 contains 18529 members 
Mstep: Class 22 contains 3394 members 
Mstep: Class 23 contains 1957 members 
Mstep: Class 24 contains 30792 members 
Mstep: Class 25 contains 8886 members 
Mstep: Class 26 contains 25074 members 
Mstep: Class 27 contains 13130 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 14090 members 
Mstep: Class 31 contains 72529 members 
Mstep: Class 32 contains 7465 members 
Mstep: Class 33 contains 17524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64683292.000000 Penalty: 109518.046875
Iteration 73Q: 34 clusters Score -6.468329e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 70197 members 
Mstep: Class 2 contains 22294 members 
Mstep: Class 3 contains 9542 members 
Mstep: Class 4 contains 12039 members 
Mstep: Class 5 contains 8509 members 
Mstep: Class 6 contains 19900 members 
Mstep: Class 7 contains 22624 members 
Mstep: Class 8 contains 3469 members 
Mstep: Class 9 contains 18822 members 
Mstep: Class 10 contains 34215 members 
Mstep: Class 11 contains 1287 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 11408 members 
Mstep: Class 14 contains 2815 members 
Mstep: Class 15 contains 89466 members 
Mstep: Class 16 contains 14334 members 
Mstep: Class 17 contains 1744 members 
Mstep: Class 18 contains 30498 members 
Mstep: Class 19 contains 46135 members 
Mstep: Class 20 contains 9942 members 
Mstep: Class 21 contains 18513 members 
Mstep: Class 22 contains 3394 members 
Mstep: Class 23 contains 1948 members 
Mstep: Class 24 contains 30478 members 
Mstep: Class 25 contains 8883 members 
Mstep: Class 26 contains 25133 members 
Mstep: Class 27 contains 13124 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 14126 members 
Mstep: Class 31 contains 72806 members 
Mstep: Class 32 contains 7472 members 
Mstep: Class 33 contains 17533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64683396.000000 Penalty: 109518.046875
Iteration 74Q: 34 clusters Score -6.46834e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69999 members 
Mstep: Class 2 contains 22439 members 
Mstep: Class 3 contains 9554 members 
Mstep: Class 4 contains 12046 members 
Mstep: Class 5 contains 8512 members 
Mstep: Class 6 contains 19906 members 
Mstep: Class 7 contains 22588 members 
Mstep: Class 8 contains 3467 members 
Mstep: Class 9 contains 18740 members 
Mstep: Class 10 contains 34204 members 
Mstep: Class 11 contains 1287 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 11442 members 
Mstep: Class 14 contains 2842 members 
Mstep: Class 15 contains 89458 members 
Mstep: Class 16 contains 14350 members 
Mstep: Class 17 contains 1744 members 
Mstep: Class 18 contains 30728 members 
Mstep: Class 19 contains 45973 members 
Mstep: Class 20 contains 9944 members 
Mstep: Class 21 contains 18510 members 
Mstep: Class 22 contains 3393 members 
Mstep: Class 23 contains 1943 members 
Mstep: Class 24 contains 30214 members 
Mstep: Class 25 contains 8889 members 
Mstep: Class 26 contains 25197 members 
Mstep: Class 27 contains 13124 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 14157 members 
Mstep: Class 31 contains 72988 members 
Mstep: Class 32 contains 7479 members 
Mstep: Class 33 contains 17533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64683484.000000 Penalty: 109518.046875
Iteration 75Q: 34 clusters Score -6.468348e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69812 members 
Mstep: Class 2 contains 22584 members 
Mstep: Class 3 contains 9571 members 
Mstep: Class 4 contains 12057 members 
Mstep: Class 5 contains 8504 members 
Mstep: Class 6 contains 19912 members 
Mstep: Class 7 contains 22551 members 
Mstep: Class 8 contains 3467 members 
Mstep: Class 9 contains 18659 members 
Mstep: Class 10 contains 34191 members 
Mstep: Class 11 contains 1287 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 11462 members 
Mstep: Class 14 contains 2862 members 
Mstep: Class 15 contains 89454 members 
Mstep: Class 16 contains 14368 members 
Mstep: Class 17 contains 1743 members 
Mstep: Class 18 contains 30957 members 
Mstep: Class 19 contains 45781 members 
Mstep: Class 20 contains 9946 members 
Mstep: Class 21 contains 18501 members 
Mstep: Class 22 contains 3394 members 
Mstep: Class 23 contains 1939 members 
Mstep: Class 24 contains 29995 members 
Mstep: Class 25 contains 8892 members 
Mstep: Class 26 contains 25278 members 
Mstep: Class 27 contains 13123 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 14194 members 
Mstep: Class 31 contains 73148 members 
Mstep: Class 32 contains 7486 members 
Mstep: Class 33 contains 17532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64683540.000000 Penalty: 109518.046875
Iteration 76Q: 34 clusters Score -6.468354e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69614 members 
Mstep: Class 2 contains 22699 members 
Mstep: Class 3 contains 9580 members 
Mstep: Class 4 contains 12050 members 
Mstep: Class 5 contains 8504 members 
Mstep: Class 6 contains 19905 members 
Mstep: Class 7 contains 22510 members 
Mstep: Class 8 contains 3466 members 
Mstep: Class 9 contains 18615 members 
Mstep: Class 10 contains 34178 members 
Mstep: Class 11 contains 1287 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 11493 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 89451 members 
Mstep: Class 16 contains 14373 members 
Mstep: Class 17 contains 1742 members 
Mstep: Class 18 contains 31211 members 
Mstep: Class 19 contains 45604 members 
Mstep: Class 20 contains 9946 members 
Mstep: Class 21 contains 18482 members 
Mstep: Class 22 contains 3390 members 
Mstep: Class 23 contains 1931 members 
Mstep: Class 24 contains 29842 members 
Mstep: Class 25 contains 8899 members 
Mstep: Class 26 contains 25365 members 
Mstep: Class 27 contains 13118 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 14230 members 
Mstep: Class 31 contains 73257 members 
Mstep: Class 32 contains 7487 members 
Mstep: Class 33 contains 17537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64683824.000000 Penalty: 109518.046875
Iteration 77Q: 34 clusters Score -6.468382e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69412 members 
Mstep: Class 2 contains 22800 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 12056 members 
Mstep: Class 5 contains 8495 members 
Mstep: Class 6 contains 19906 members 
Mstep: Class 7 contains 22472 members 
Mstep: Class 8 contains 3466 members 
Mstep: Class 9 contains 18555 members 
Mstep: Class 10 contains 34165 members 
Mstep: Class 11 contains 1287 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 11515 members 
Mstep: Class 14 contains 2903 members 
Mstep: Class 15 contains 89452 members 
Mstep: Class 16 contains 14381 members 
Mstep: Class 17 contains 1742 members 
Mstep: Class 18 contains 31489 members 
Mstep: Class 19 contains 45411 members 
Mstep: Class 20 contains 9946 members 
Mstep: Class 21 contains 18472 members 
Mstep: Class 22 contains 3387 members 
Mstep: Class 23 contains 1929 members 
Mstep: Class 24 contains 29693 members 
Mstep: Class 25 contains 8897 members 
Mstep: Class 26 contains 25437 members 
Mstep: Class 27 contains 13116 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 14258 members 
Mstep: Class 31 contains 73379 members 
Mstep: Class 32 contains 7492 members 
Mstep: Class 33 contains 17545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64683980.000000 Penalty: 109518.046875
Iteration 78Q: 34 clusters Score -6.468398e+07 nChanged 1290
Entering ConstructFrom: 
Score: -64683980.000000 Penalty: 109518.046875
Entering ConstructFrom: 
Trying to split cluster 1 (69224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69224 members 
Entering Unmasked Estep 
Score: -7420368.000000 Penalty: 2763.985352
	Iteration 0F: 2 clusters Score -7420368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -7373734.000000 Penalty: 5527.970703
	Iteration 0F: 3 clusters Score -7373734 nChanged 32506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -7392769.500000 Penalty: 5527.970703
	Iteration 1F: 3 clusters Score -7392770 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -7394443.000000 Penalty: 5527.970703
	Iteration 2F: 3 clusters Score -7394443 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -7396417.500000 Penalty: 5527.970703
	Iteration 3F: 3 clusters Score -7396418 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -7398695.500000 Penalty: 5527.970703
	Iteration 4F: 3 clusters Score -7398696 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -7401793.500000 Penalty: 5527.970703
	Iteration 5F: 3 clusters Score -7401794 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -7405662.500000 Penalty: 5527.970703
	Iteration 6F: 3 clusters Score -7405662 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -7409745.500000 Penalty: 5527.970703
	Iteration 7F: 3 clusters Score -7409746 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -7412442.500000 Penalty: 5527.970703
	Iteration 8F: 3 clusters Score -7412442 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -7413886.000000 Penalty: 5527.970703
	Iteration 9Q: 3 clusters Score -7413886 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -7414589.500000 Penalty: 5527.970703
	Iteration 10Q: 3 clusters Score -7414590 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -7415012.500000 Penalty: 5527.970703
	Iteration 11Q: 3 clusters Score -7415012 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -7415322.500000 Penalty: 5527.970703
	Iteration 12Q: 3 clusters Score -7415322 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -7415650.500000 Penalty: 5527.970703
	Iteration 13Q: 3 clusters Score -7415650 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -7415925.500000 Penalty: 5527.970703
	Iteration 14Q: 3 clusters Score -7415926 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 46317 members 
Entering Unmasked Estep 
Score: -7416232.500000 Penalty: 5527.970703
	Iteration 15Q: 3 clusters Score -7416232 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -7416516.500000 Penalty: 5527.970703
	Iteration 16Q: 3 clusters Score -7416516 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 47788 members 
Entering Unmasked Estep 
Score: -7416717.500000 Penalty: 5527.970703
	Iteration 17Q: 3 clusters Score -7416718 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 48505 members 
Entering Unmasked Estep 
Score: -7416974.500000 Penalty: 5527.970703
	Iteration 18Q: 3 clusters Score -7416974 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 49230 members 
Entering Unmasked Estep 
Score: -7417257.500000 Penalty: 5527.970703
	Iteration 19Q: 3 clusters Score -7417258 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 50003 members 
Entering Unmasked Estep 
Score: -7417630.500000 Penalty: 5527.970703
	Iteration 20F: 3 clusters Score -7417630 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 50725 members 
Entering Unmasked Estep 
Score: -7418026.000000 Penalty: 5527.970703
	Iteration 21Q: 3 clusters Score -7418026 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 51454 members 
Entering Unmasked Estep 
Score: -7418351.500000 Penalty: 5527.970703
	Iteration 22Q: 3 clusters Score -7418352 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 52134 members 
Entering Unmasked Estep 
Score: -7418716.000000 Penalty: 5527.970703
	Iteration 23Q: 3 clusters Score -7418716 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 52853 members 
Entering Unmasked Estep 
Score: -7419288.500000 Penalty: 5527.970703
	Iteration 24Q: 3 clusters Score -7419288 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 53614 members 
Entering Unmasked Estep 
Score: -7420103.000000 Penalty: 5527.970703
	Iteration 25Q: 3 clusters Score -7420103 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 54438 members 
Entering Unmasked Estep 
Score: -7421754.000000 Penalty: 5527.970703
	Iteration 26Q: 3 clusters Score -7421754 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 55187 members 
Entering Unmasked Estep 
Score: -7424978.500000 Penalty: 5527.970703
	Iteration 27Q: 3 clusters Score -7424978 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 55215 members 
Entering Unmasked Estep 
Score: -7426574.500000 Penalty: 5527.970703
	Iteration 28Q: 3 clusters Score -7426574 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 54855 members 
Entering Unmasked Estep 
Score: -7426942.000000 Penalty: 5527.970703
	Iteration 29Q: 3 clusters Score -7426942 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 54394 members 
Entering Unmasked Estep 
Score: -7427160.000000 Penalty: 5527.970703
	Iteration 30Q: 3 clusters Score -7427160 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 53917 members 
Entering Unmasked Estep 
Score: -7427314.500000 Penalty: 5527.970703
	Iteration 31Q: 3 clusters Score -7427314 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 53376 members 
Entering Unmasked Estep 
Score: -7427539.500000 Penalty: 5527.970703
	Iteration 32Q: 3 clusters Score -7427540 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 52789 members 
Entering Unmasked Estep 
Score: -7427783.000000 Penalty: 5527.970703
	Iteration 33Q: 3 clusters Score -7427783 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 52177 members 
Entering Unmasked Estep 
Score: -7428013.500000 Penalty: 5527.970703
	Iteration 34Q: 3 clusters Score -7428014 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 51519 members 
Entering Unmasked Estep 
Score: -7428297.000000 Penalty: 5527.970703
	Iteration 35Q: 3 clusters Score -7428297 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 50845 members 
Entering Unmasked Estep 
Score: -7428580.000000 Penalty: 5527.970703
	Iteration 36Q: 3 clusters Score -7428580 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 50169 members 
Entering Unmasked Estep 
Score: -7428836.000000 Penalty: 5527.970703
	Iteration 37Q: 3 clusters Score -7428836 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 49499 members 
Entering Unmasked Estep 
Score: -7429014.500000 Penalty: 5527.970703
	Iteration 38Q: 3 clusters Score -7429014 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 48870 members 
Entering Unmasked Estep 
Score: -7429230.000000 Penalty: 5527.970703
	Iteration 39Q: 3 clusters Score -7429230 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 48355 members 
Entering Unmasked Estep 
Score: -7429509.500000 Penalty: 5527.970703
	Iteration 40F: 3 clusters Score -7429510 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 47779 members 
Entering Unmasked Estep 
Score: -7429744.500000 Penalty: 5527.970703
	Iteration 41Q: 3 clusters Score -7429744 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 47234 members 
Entering Unmasked Estep 
Score: -7429939.000000 Penalty: 5527.970703
	Iteration 42Q: 3 clusters Score -7429939 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 46752 members 
Entering Unmasked Estep 
Score: -7430065.500000 Penalty: 5527.970703
	Iteration 43Q: 3 clusters Score -7430066 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 46360 members 
Entering Unmasked Estep 
Score: -7430114.500000 Penalty: 5527.970703
	Iteration 44Q: 3 clusters Score -7430114 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -7430138.000000 Penalty: 5527.970703
	Iteration 45Q: 3 clusters Score -7430138 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
Score: -7430165.500000 Penalty: 5527.970703
	Iteration 46Q: 3 clusters Score -7430166 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -7430221.500000 Penalty: 5527.970703
	Iteration 47Q: 3 clusters Score -7430222 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -7430245.000000 Penalty: 5527.970703
	Iteration 48Q: 3 clusters Score -7430245 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 45091 members 
Entering Unmasked Estep 
Score: -7430270.000000 Penalty: 5527.970703
	Iteration 49Q: 3 clusters Score -7430270 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -7430303.000000 Penalty: 5527.970703
	Iteration 50Q: 3 clusters Score -7430303 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -7430310.500000 Penalty: 5527.970703
	Iteration 51Q: 3 clusters Score -7430310 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -7430318.500000 Penalty: 5527.970703
	Iteration 52Q: 3 clusters Score -7430318 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -7430356.500000 Penalty: 5527.970703
	Iteration 53Q: 3 clusters Score -7430356 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -7430361.000000 Penalty: 5527.970703
	Iteration 54Q: 3 clusters Score -7430361 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -7430365.500000 Penalty: 5527.970703
	Iteration 55Q: 3 clusters Score -7430366 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -7430407.000000 Penalty: 5527.970703
	Iteration 56Q: 3 clusters Score -7430407 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -7430420.000000 Penalty: 5527.970703
	Iteration 57Q: 3 clusters Score -7430420 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -7430431.500000 Penalty: 5527.970703
	Iteration 58Q: 3 clusters Score -7430432 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -7430429.000000 Penalty: 5527.970703
	Iteration 59Q: 3 clusters Score -7430429 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -7430432.000000 Penalty: 5527.970703
	Iteration 60F: 3 clusters Score -7430432 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -7430442.000000 Penalty: 5527.970703
	Iteration 61Q: 3 clusters Score -7430442 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -7430440.500000 Penalty: 5527.970703
	Iteration 62Q: 3 clusters Score -7430440 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 43574 members 
Entering Unmasked Estep 
Score: -7430441.000000 Penalty: 5527.970703
	Iteration 63Q: 3 clusters Score -7430441 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -7430434.000000 Penalty: 5527.970703
	Iteration 64Q: 3 clusters Score -7430434 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -7430439.000000 Penalty: 5527.970703
	Iteration 65Q: 3 clusters Score -7430439 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -7430449.500000 Penalty: 5527.970703
	Iteration 66Q: 3 clusters Score -7430450 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -7430464.500000 Penalty: 5527.970703
	Iteration 67Q: 3 clusters Score -7430464 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -7430461.500000 Penalty: 5527.970703
	Iteration 68Q: 3 clusters Score -7430462 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -7430482.500000 Penalty: 5527.970703
	Iteration 69Q: 3 clusters Score -7430482 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -7430468.000000 Penalty: 5527.970703
	Iteration 70Q: 3 clusters Score -7430468 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -7430475.000000 Penalty: 5527.970703
	Iteration 71Q: 3 clusters Score -7430475 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -7430472.000000 Penalty: 5527.970703
	Iteration 72Q: 3 clusters Score -7430472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -7430475.500000 Penalty: 5527.970703
	Iteration 73Q: 3 clusters Score -7430476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -7430474.000000 Penalty: 5527.970703
	Iteration 74Q: 3 clusters Score -7430474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -7430461.000000 Penalty: 5527.970703
	Iteration 75Q: 3 clusters Score -7430461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -7430468.500000 Penalty: 5527.970703
	Iteration 76Q: 3 clusters Score -7430468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -7430467.500000 Penalty: 5527.970703
	Iteration 77Q: 3 clusters Score -7430468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -7430471.500000 Penalty: 5527.970703
	Iteration 78Q: 3 clusters Score -7430472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -7430469.000000 Penalty: 5527.970703
	Iteration 79Q: 3 clusters Score -7430469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -7430473.000000 Penalty: 5527.970703
	Iteration 80F: 3 clusters Score -7430473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
Score: -7430468.000000 Penalty: 5527.970703
	Iteration 81Q: 3 clusters Score -7430468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -7430471.000000 Penalty: 5527.970703
	Iteration 82Q: 3 clusters Score -7430471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -7430469.000000 Penalty: 5527.970703
	Iteration 83Q: 3 clusters Score -7430469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -7430462.500000 Penalty: 5527.970703
	Iteration 84Q: 3 clusters Score -7430462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -7430460.000000 Penalty: 5527.970703
	Iteration 85Q: 3 clusters Score -7430460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
Score: -7430467.000000 Penalty: 5527.970703
	Iteration 86Q: 3 clusters Score -7430467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -7430455.500000 Penalty: 5527.970703
	Iteration 87Q: 3 clusters Score -7430456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -7430458.500000 Penalty: 5527.970703
	Iteration 88Q: 3 clusters Score -7430458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -7430452.500000 Penalty: 5527.970703
	Iteration 89Q: 3 clusters Score -7430452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -7430451.500000 Penalty: 5527.970703
	Iteration 90Q: 3 clusters Score -7430452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -7430454.500000 Penalty: 5527.970703
	Iteration 91Q: 3 clusters Score -7430454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -7430455.000000 Penalty: 5527.970703
	Iteration 92Q: 3 clusters Score -7430455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -7430456.500000 Penalty: 5527.970703
	Iteration 93Q: 3 clusters Score -7430456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 42831 members 
Entering Unmasked Estep 
Score: -7430452.500000 Penalty: 5527.970703
	Iteration 94Q: 3 clusters Score -7430452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -7430453.500000 Penalty: 5527.970703
	Iteration 95Q: 3 clusters Score -7430454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -7430461.000000 Penalty: 5527.970703
	Iteration 96Q: 3 clusters Score -7430461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -7430452.500000 Penalty: 5527.970703
	Iteration 97Q: 3 clusters Score -7430452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -7430456.000000 Penalty: 5527.970703
	Iteration 98Q: 3 clusters Score -7430456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -7430463.000000 Penalty: 5527.970703
	Iteration 99Q: 3 clusters Score -7430463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -7430447.500000 Penalty: 5527.970703
	Iteration 100F: 3 clusters Score -7430448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -7430437.000000 Penalty: 5527.970703
	Iteration 101Q: 3 clusters Score -7430437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -7430436.500000 Penalty: 5527.970703
	Iteration 102Q: 3 clusters Score -7430436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -7430437.000000 Penalty: 5527.970703
	Iteration 103Q: 3 clusters Score -7430437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 42781 members 
Entering Unmasked Estep 
Score: -7430431.500000 Penalty: 5527.970703
	Iteration 104Q: 3 clusters Score -7430432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -7430429.000000 Penalty: 5527.970703
	Iteration 105Q: 3 clusters Score -7430429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -7430435.000000 Penalty: 5527.970703
	Iteration 106Q: 3 clusters Score -7430435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -7430435.000000 Penalty: 5527.970703
	Iteration 107F: 3 clusters Score -7430435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 22901 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 12056 members 
Mstep: Class 5 contains 8509 members 
Mstep: Class 6 contains 19913 members 
Mstep: Class 7 contains 22432 members 
Mstep: Class 8 contains 3466 members 
Mstep: Class 9 contains 18483 members 
Mstep: Class 10 contains 34158 members 
Mstep: Class 11 contains 1287 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 11543 members 
Mstep: Class 14 contains 2927 members 
Mstep: Class 15 contains 89447 members 
Mstep: Class 16 contains 14384 members 
Mstep: Class 17 contains 1743 members 
Mstep: Class 18 contains 31729 members 
Mstep: Class 19 contains 45232 members 
Mstep: Class 20 contains 9947 members 
Mstep: Class 21 contains 18453 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 1924 members 
Mstep: Class 24 contains 29570 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 25502 members 
Mstep: Class 27 contains 13114 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 14288 members 
Mstep: Class 31 contains 73470 members 
Mstep: Class 32 contains 7502 members 
Mstep: Class 33 contains 17556 members 
Mstep: Class 34 contains 42779 members 
Entering Unmasked Estep 
Score: -64693636.000000 Penalty: 112836.773438
Splitting cluster 1 changes total score from -64683980.000000 to -64693636.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 2 (22901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Entering Unmasked Estep 
Score: -1927525.375000 Penalty: 2489.656006
	Iteration 0F: 2 clusters Score -1927525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1911565.000000 Penalty: 4979.312012
	Iteration 0F: 3 clusters Score -1911565 nChanged 10185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1917751.000000 Penalty: 4979.312012
	Iteration 1F: 3 clusters Score -1917751 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1919057.500000 Penalty: 4979.312012
	Iteration 2F: 3 clusters Score -1919058 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1920508.500000 Penalty: 4979.312012
	Iteration 3F: 3 clusters Score -1920508 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1921864.625000 Penalty: 4979.312012
	Iteration 4F: 3 clusters Score -1921865 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1923044.000000 Penalty: 4979.312012
	Iteration 5F: 3 clusters Score -1923044 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1923915.875000 Penalty: 4979.312012
	Iteration 6F: 3 clusters Score -1923916 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1924449.875000 Penalty: 4979.312012
	Iteration 7Q: 3 clusters Score -1924450 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1924784.250000 Penalty: 4979.312012
	Iteration 8Q: 3 clusters Score -1924784 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1925054.875000 Penalty: 4979.312012
	Iteration 9Q: 3 clusters Score -1925055 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1925261.250000 Penalty: 4979.312012
	Iteration 10Q: 3 clusters Score -1925261 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1925411.625000 Penalty: 4979.312012
	Iteration 11Q: 3 clusters Score -1925412 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1925555.000000 Penalty: 4979.312012
	Iteration 12Q: 3 clusters Score -1925555 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1925684.625000 Penalty: 4979.312012
	Iteration 13Q: 3 clusters Score -1925685 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1925793.500000 Penalty: 4979.312012
	Iteration 14Q: 3 clusters Score -1925794 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1925903.875000 Penalty: 4979.312012
	Iteration 15Q: 3 clusters Score -1925904 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1925994.000000 Penalty: 4979.312012
	Iteration 16Q: 3 clusters Score -1925994 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1926080.750000 Penalty: 4979.312012
	Iteration 17Q: 3 clusters Score -1926081 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1926147.750000 Penalty: 4979.312012
	Iteration 18Q: 3 clusters Score -1926148 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1926222.125000 Penalty: 4979.312012
	Iteration 19Q: 3 clusters Score -1926222 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1926302.500000 Penalty: 4979.312012
	Iteration 20F: 3 clusters Score -1926302 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1926387.500000 Penalty: 4979.312012
	Iteration 21Q: 3 clusters Score -1926388 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1926458.625000 Penalty: 4979.312012
	Iteration 22Q: 3 clusters Score -1926459 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1926531.125000 Penalty: 4979.312012
	Iteration 23Q: 3 clusters Score -1926531 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1926583.500000 Penalty: 4979.312012
	Iteration 24Q: 3 clusters Score -1926584 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1926633.000000 Penalty: 4979.312012
	Iteration 25Q: 3 clusters Score -1926633 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1926674.000000 Penalty: 4979.312012
	Iteration 26Q: 3 clusters Score -1926674 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1926707.250000 Penalty: 4979.312012
	Iteration 27Q: 3 clusters Score -1926707 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1926738.000000 Penalty: 4979.312012
	Iteration 28Q: 3 clusters Score -1926738 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1926759.750000 Penalty: 4979.312012
	Iteration 29Q: 3 clusters Score -1926760 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1926797.625000 Penalty: 4979.312012
	Iteration 30Q: 3 clusters Score -1926798 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1926822.125000 Penalty: 4979.312012
	Iteration 31Q: 3 clusters Score -1926822 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1926846.125000 Penalty: 4979.312012
	Iteration 32Q: 3 clusters Score -1926846 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1926867.500000 Penalty: 4979.312012
	Iteration 33Q: 3 clusters Score -1926868 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1926885.625000 Penalty: 4979.312012
	Iteration 34Q: 3 clusters Score -1926886 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1926898.375000 Penalty: 4979.312012
	Iteration 35Q: 3 clusters Score -1926898 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1926911.000000 Penalty: 4979.312012
	Iteration 36Q: 3 clusters Score -1926911 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1926923.125000 Penalty: 4979.312012
	Iteration 37Q: 3 clusters Score -1926923 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1926938.750000 Penalty: 4979.312012
	Iteration 38Q: 3 clusters Score -1926939 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1926947.625000 Penalty: 4979.312012
	Iteration 39Q: 3 clusters Score -1926948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1926961.000000 Penalty: 4979.312012
	Iteration 40F: 3 clusters Score -1926961 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1926969.250000 Penalty: 4979.312012
	Iteration 41Q: 3 clusters Score -1926969 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1926977.250000 Penalty: 4979.312012
	Iteration 42Q: 3 clusters Score -1926977 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1926981.500000 Penalty: 4979.312012
	Iteration 43Q: 3 clusters Score -1926982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1926982.875000 Penalty: 4979.312012
	Iteration 44Q: 3 clusters Score -1926983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1926991.500000 Penalty: 4979.312012
	Iteration 45Q: 3 clusters Score -1926992 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1926998.375000 Penalty: 4979.312012
	Iteration 46Q: 3 clusters Score -1926998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1927009.625000 Penalty: 4979.312012
	Iteration 47Q: 3 clusters Score -1927010 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1927025.500000 Penalty: 4979.312012
	Iteration 48Q: 3 clusters Score -1927026 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1927054.750000 Penalty: 4979.312012
	Iteration 49Q: 3 clusters Score -1927055 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1927083.000000 Penalty: 4979.312012
	Iteration 50Q: 3 clusters Score -1927083 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1927112.375000 Penalty: 4979.312012
	Iteration 51Q: 3 clusters Score -1927112 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1927191.250000 Penalty: 4979.312012
	Iteration 52Q: 3 clusters Score -1927191 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1927353.625000 Penalty: 4979.312012
	Iteration 53Q: 3 clusters Score -1927354 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1927453.625000 Penalty: 4979.312012
	Iteration 54Q: 3 clusters Score -1927454 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1927493.125000 Penalty: 4979.312012
	Iteration 55Q: 3 clusters Score -1927493 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1927510.500000 Penalty: 4979.312012
	Iteration 56Q: 3 clusters Score -1927510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1927517.750000 Penalty: 4979.312012
	Iteration 57Q: 3 clusters Score -1927518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1927520.125000 Penalty: 4979.312012
	Iteration 58Q: 3 clusters Score -1927520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1927516.625000 Penalty: 4979.312012
	Iteration 59Q: 3 clusters Score -1927517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1927522.750000 Penalty: 4979.312012
	Iteration 60F: 3 clusters Score -1927523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1927519.500000 Penalty: 4979.312012
	Iteration 61Q: 3 clusters Score -1927520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1927519.125000 Penalty: 4979.312012
	Iteration 62Q: 3 clusters Score -1927519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1927519.250000 Penalty: 4979.312012
	Iteration 63Q: 3 clusters Score -1927519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1927520.875000 Penalty: 4979.312012
	Iteration 64Q: 3 clusters Score -1927521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1927522.375000 Penalty: 4979.312012
	Iteration 65Q: 3 clusters Score -1927522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1927523.750000 Penalty: 4979.312012
	Iteration 66Q: 3 clusters Score -1927524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1927520.750000 Penalty: 4979.312012
	Iteration 67Q: 3 clusters Score -1927521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1927523.500000 Penalty: 4979.312012
	Iteration 68Q: 3 clusters Score -1927524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1927523.875000 Penalty: 4979.312012
	Iteration 69Q: 3 clusters Score -1927524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1927523.875000 Penalty: 4979.312012
	Iteration 70F: 3 clusters Score -1927524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Entering Unmasked Estep 
Score: -958102.437500 Penalty: 2273.988770
	Iteration 0F: 2 clusters Score -958102.4 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 4889 members 
Entering Unmasked Estep 
Score: -950755.250000 Penalty: 4547.977539
	Iteration 0F: 3 clusters Score -950755.2 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -953072.812500 Penalty: 4547.977539
	Iteration 1F: 3 clusters Score -953072.8 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -953617.937500 Penalty: 4547.977539
	Iteration 2F: 3 clusters Score -953617.9 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -954139.625000 Penalty: 4547.977539
	Iteration 3F: 3 clusters Score -954139.6 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -954595.500000 Penalty: 4547.977539
	Iteration 4F: 3 clusters Score -954595.5 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -954939.187500 Penalty: 4547.977539
	Iteration 5F: 3 clusters Score -954939.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -955168.562500 Penalty: 4547.977539
	Iteration 6Q: 3 clusters Score -955168.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -955340.187500 Penalty: 4547.977539
	Iteration 7Q: 3 clusters Score -955340.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -955462.687500 Penalty: 4547.977539
	Iteration 8Q: 3 clusters Score -955462.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -955566.187500 Penalty: 4547.977539
	Iteration 9Q: 3 clusters Score -955566.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -955655.562500 Penalty: 4547.977539
	Iteration 10Q: 3 clusters Score -955655.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -955736.125000 Penalty: 4547.977539
	Iteration 11Q: 3 clusters Score -955736.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -955808.250000 Penalty: 4547.977539
	Iteration 12Q: 3 clusters Score -955808.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -955886.250000 Penalty: 4547.977539
	Iteration 13Q: 3 clusters Score -955886.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -955946.312500 Penalty: 4547.977539
	Iteration 14Q: 3 clusters Score -955946.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -955992.812500 Penalty: 4547.977539
	Iteration 15Q: 3 clusters Score -955992.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -956035.375000 Penalty: 4547.977539
	Iteration 16Q: 3 clusters Score -956035.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -956064.250000 Penalty: 4547.977539
	Iteration 17Q: 3 clusters Score -956064.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -956093.750000 Penalty: 4547.977539
	Iteration 18Q: 3 clusters Score -956093.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -956115.125000 Penalty: 4547.977539
	Iteration 19Q: 3 clusters Score -956115.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -956132.250000 Penalty: 4547.977539
	Iteration 20F: 3 clusters Score -956132.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -956146.562500 Penalty: 4547.977539
	Iteration 21Q: 3 clusters Score -956146.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -956164.812500 Penalty: 4547.977539
	Iteration 22Q: 3 clusters Score -956164.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -956173.687500 Penalty: 4547.977539
	Iteration 23Q: 3 clusters Score -956173.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -956188.937500 Penalty: 4547.977539
	Iteration 24Q: 3 clusters Score -956188.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -956196.937500 Penalty: 4547.977539
	Iteration 25Q: 3 clusters Score -956196.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -956210.875000 Penalty: 4547.977539
	Iteration 26Q: 3 clusters Score -956210.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -956226.562500 Penalty: 4547.977539
	Iteration 27Q: 3 clusters Score -956226.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -956243.750000 Penalty: 4547.977539
	Iteration 28Q: 3 clusters Score -956243.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -956257.000000 Penalty: 4547.977539
	Iteration 29Q: 3 clusters Score -956257 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -956275.500000 Penalty: 4547.977539
	Iteration 30Q: 3 clusters Score -956275.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -956301.500000 Penalty: 4547.977539
	Iteration 31Q: 3 clusters Score -956301.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -956335.125000 Penalty: 4547.977539
	Iteration 32Q: 3 clusters Score -956335.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -956370.062500 Penalty: 4547.977539
	Iteration 33Q: 3 clusters Score -956370.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -956405.875000 Penalty: 4547.977539
	Iteration 34Q: 3 clusters Score -956405.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -956463.687500 Penalty: 4547.977539
	Iteration 35Q: 3 clusters Score -956463.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -956538.500000 Penalty: 4547.977539
	Iteration 36Q: 3 clusters Score -956538.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -956620.937500 Penalty: 4547.977539
	Iteration 37Q: 3 clusters Score -956620.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -956711.250000 Penalty: 4547.977539
	Iteration 38Q: 3 clusters Score -956711.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -956793.312500 Penalty: 4547.977539
	Iteration 39Q: 3 clusters Score -956793.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -956857.562500 Penalty: 4547.977539
	Iteration 40F: 3 clusters Score -956857.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -956898.500000 Penalty: 4547.977539
	Iteration 41Q: 3 clusters Score -956898.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -956924.000000 Penalty: 4547.977539
	Iteration 42Q: 3 clusters Score -956924 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -956941.625000 Penalty: 4547.977539
	Iteration 43Q: 3 clusters Score -956941.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -956955.750000 Penalty: 4547.977539
	Iteration 44Q: 3 clusters Score -956955.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -956968.437500 Penalty: 4547.977539
	Iteration 45Q: 3 clusters Score -956968.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -956973.500000 Penalty: 4547.977539
	Iteration 46Q: 3 clusters Score -956973.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -956981.062500 Penalty: 4547.977539
	Iteration 47Q: 3 clusters Score -956981.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -956987.937500 Penalty: 4547.977539
	Iteration 48Q: 3 clusters Score -956987.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -956989.812500 Penalty: 4547.977539
	Iteration 49Q: 3 clusters Score -956989.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -956993.375000 Penalty: 4547.977539
	Iteration 50Q: 3 clusters Score -956993.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -956996.375000 Penalty: 4547.977539
	Iteration 51Q: 3 clusters Score -956996.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -956997.437500 Penalty: 4547.977539
	Iteration 52Q: 3 clusters Score -956997.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -956996.562500 Penalty: 4547.977539
	Iteration 53Q: 3 clusters Score -956996.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -956996.750000 Penalty: 4547.977539
	Iteration 54Q: 3 clusters Score -956996.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -957000.750000 Penalty: 4547.977539
	Iteration 55Q: 3 clusters Score -957000.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -957002.125000 Penalty: 4547.977539
	Iteration 56Q: 3 clusters Score -957002.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -957002.562500 Penalty: 4547.977539
	Iteration 57Q: 3 clusters Score -957002.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -957002.250000 Penalty: 4547.977539
	Iteration 58Q: 3 clusters Score -957002.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -957004.937500 Penalty: 4547.977539
	Iteration 59Q: 3 clusters Score -957004.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -957005.125000 Penalty: 4547.977539
	Iteration 60F: 3 clusters Score -957005.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -957006.625000 Penalty: 4547.977539
	Iteration 61Q: 3 clusters Score -957006.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -957006.437500 Penalty: 4547.977539
	Iteration 62Q: 3 clusters Score -957006.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -957008.625000 Penalty: 4547.977539
	Iteration 63Q: 3 clusters Score -957008.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -957009.375000 Penalty: 4547.977539
	Iteration 64Q: 3 clusters Score -957009.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -957009.375000 Penalty: 4547.977539
	Iteration 65F: 3 clusters Score -957009.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Entering Unmasked Estep 
Score: -1177288.500000 Penalty: 2330.534912
	Iteration 0F: 2 clusters Score -1177288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1168401.625000 Penalty: 4661.069824
	Iteration 0F: 3 clusters Score -1168402 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1171250.875000 Penalty: 4661.069824
	Iteration 1F: 3 clusters Score -1171251 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1171764.250000 Penalty: 4661.069824
	Iteration 2F: 3 clusters Score -1171764 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1172244.750000 Penalty: 4661.069824
	Iteration 3F: 3 clusters Score -1172245 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1172704.000000 Penalty: 4661.069824
	Iteration 4F: 3 clusters Score -1172704 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1173118.750000 Penalty: 4661.069824
	Iteration 5F: 3 clusters Score -1173119 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1173503.750000 Penalty: 4661.069824
	Iteration 6F: 3 clusters Score -1173504 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1173834.875000 Penalty: 4661.069824
	Iteration 7Q: 3 clusters Score -1173835 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1174136.125000 Penalty: 4661.069824
	Iteration 8Q: 3 clusters Score -1174136 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1174409.750000 Penalty: 4661.069824
	Iteration 9Q: 3 clusters Score -1174410 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1174709.750000 Penalty: 4661.069824
	Iteration 10Q: 3 clusters Score -1174710 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1175025.750000 Penalty: 4661.069824
	Iteration 11Q: 3 clusters Score -1175026 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1175290.625000 Penalty: 4661.069824
	Iteration 12Q: 3 clusters Score -1175291 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1175482.250000 Penalty: 4661.069824
	Iteration 13Q: 3 clusters Score -1175482 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1175612.000000 Penalty: 4661.069824
	Iteration 14Q: 3 clusters Score -1175612 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1175696.625000 Penalty: 4661.069824
	Iteration 15Q: 3 clusters Score -1175697 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1175748.250000 Penalty: 4661.069824
	Iteration 16Q: 3 clusters Score -1175748 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1175781.250000 Penalty: 4661.069824
	Iteration 17Q: 3 clusters Score -1175781 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1175800.500000 Penalty: 4661.069824
	Iteration 18Q: 3 clusters Score -1175800 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1175823.250000 Penalty: 4661.069824
	Iteration 19Q: 3 clusters Score -1175823 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1175834.625000 Penalty: 4661.069824
	Iteration 20F: 3 clusters Score -1175835 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1175850.000000 Penalty: 4661.069824
	Iteration 21Q: 3 clusters Score -1175850 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1175867.500000 Penalty: 4661.069824
	Iteration 22Q: 3 clusters Score -1175868 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1175873.750000 Penalty: 4661.069824
	Iteration 23Q: 3 clusters Score -1175874 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1175883.125000 Penalty: 4661.069824
	Iteration 24Q: 3 clusters Score -1175883 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1175893.500000 Penalty: 4661.069824
	Iteration 25Q: 3 clusters Score -1175894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1175900.000000 Penalty: 4661.069824
	Iteration 26Q: 3 clusters Score -1175900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1175903.250000 Penalty: 4661.069824
	Iteration 27Q: 3 clusters Score -1175903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1175904.125000 Penalty: 4661.069824
	Iteration 28Q: 3 clusters Score -1175904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1175910.250000 Penalty: 4661.069824
	Iteration 29Q: 3 clusters Score -1175910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1175912.500000 Penalty: 4661.069824
	Iteration 30Q: 3 clusters Score -1175912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1175910.250000 Penalty: 4661.069824
	Iteration 31Q: 3 clusters Score -1175910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1175911.625000 Penalty: 4661.069824
	Iteration 32Q: 3 clusters Score -1175912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1175914.625000 Penalty: 4661.069824
	Iteration 33Q: 3 clusters Score -1175915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1175917.750000 Penalty: 4661.069824
	Iteration 34Q: 3 clusters Score -1175918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1175924.375000 Penalty: 4661.069824
	Iteration 35Q: 3 clusters Score -1175924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1175926.375000 Penalty: 4661.069824
	Iteration 36Q: 3 clusters Score -1175926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1175933.375000 Penalty: 4661.069824
	Iteration 37Q: 3 clusters Score -1175933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1175936.625000 Penalty: 4661.069824
	Iteration 38Q: 3 clusters Score -1175937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1175944.875000 Penalty: 4661.069824
	Iteration 39Q: 3 clusters Score -1175945 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1175956.000000 Penalty: 4661.069824
	Iteration 40F: 3 clusters Score -1175956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1175965.250000 Penalty: 4661.069824
	Iteration 41Q: 3 clusters Score -1175965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1175971.625000 Penalty: 4661.069824
	Iteration 42Q: 3 clusters Score -1175972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1175971.625000 Penalty: 4661.069824
	Iteration 43Q: 3 clusters Score -1175972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1175974.125000 Penalty: 4661.069824
	Iteration 44Q: 3 clusters Score -1175974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1175979.875000 Penalty: 4661.069824
	Iteration 45Q: 3 clusters Score -1175980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1175984.625000 Penalty: 4661.069824
	Iteration 46Q: 3 clusters Score -1175985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1175986.750000 Penalty: 4661.069824
	Iteration 47Q: 3 clusters Score -1175987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1175984.125000 Penalty: 4661.069824
	Iteration 48Q: 3 clusters Score -1175984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1175988.375000 Penalty: 4661.069824
	Iteration 49Q: 3 clusters Score -1175988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1175992.000000 Penalty: 4661.069824
	Iteration 50Q: 3 clusters Score -1175992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1175997.000000 Penalty: 4661.069824
	Iteration 51Q: 3 clusters Score -1175997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1176004.250000 Penalty: 4661.069824
	Iteration 52Q: 3 clusters Score -1176004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1176006.250000 Penalty: 4661.069824
	Iteration 53Q: 3 clusters Score -1176006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1176010.750000 Penalty: 4661.069824
	Iteration 54Q: 3 clusters Score -1176011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1176017.875000 Penalty: 4661.069824
	Iteration 55Q: 3 clusters Score -1176018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1176023.000000 Penalty: 4661.069824
	Iteration 56Q: 3 clusters Score -1176023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1176021.625000 Penalty: 4661.069824
	Iteration 57Q: 3 clusters Score -1176022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1176022.875000 Penalty: 4661.069824
	Iteration 58Q: 3 clusters Score -1176023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1176023.250000 Penalty: 4661.069824
	Iteration 59Q: 3 clusters Score -1176023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1176024.000000 Penalty: 4661.069824
	Iteration 60F: 3 clusters Score -1176024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1176026.500000 Penalty: 4661.069824
	Iteration 61Q: 3 clusters Score -1176026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1176027.125000 Penalty: 4661.069824
	Iteration 62Q: 3 clusters Score -1176027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1176027.125000 Penalty: 4661.069824
	Iteration 63F: 3 clusters Score -1176027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Entering Unmasked Estep 
Score: -821436.250000 Penalty: 2244.122070
	Iteration 0F: 2 clusters Score -821436.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -814689.250000 Penalty: 4488.244141
	Iteration 0F: 3 clusters Score -814689.2 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -816795.937500 Penalty: 4488.244141
	Iteration 1F: 3 clusters Score -816795.9 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -817309.687500 Penalty: 4488.244141
	Iteration 2F: 3 clusters Score -817309.7 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -817757.687500 Penalty: 4488.244141
	Iteration 3F: 3 clusters Score -817757.7 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -818191.062500 Penalty: 4488.244141
	Iteration 4F: 3 clusters Score -818191.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -818557.062500 Penalty: 4488.244141
	Iteration 5F: 3 clusters Score -818557.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -818877.625000 Penalty: 4488.244141
	Iteration 6Q: 3 clusters Score -818877.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -819136.125000 Penalty: 4488.244141
	Iteration 7Q: 3 clusters Score -819136.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -819314.250000 Penalty: 4488.244141
	Iteration 8Q: 3 clusters Score -819314.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -819423.125000 Penalty: 4488.244141
	Iteration 9Q: 3 clusters Score -819423.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -819496.812500 Penalty: 4488.244141
	Iteration 10Q: 3 clusters Score -819496.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -819543.812500 Penalty: 4488.244141
	Iteration 11Q: 3 clusters Score -819543.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -819578.000000 Penalty: 4488.244141
	Iteration 12Q: 3 clusters Score -819578 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -819604.562500 Penalty: 4488.244141
	Iteration 13Q: 3 clusters Score -819604.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -819640.875000 Penalty: 4488.244141
	Iteration 14Q: 3 clusters Score -819640.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -819679.062500 Penalty: 4488.244141
	Iteration 15Q: 3 clusters Score -819679.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -819713.687500 Penalty: 4488.244141
	Iteration 16Q: 3 clusters Score -819713.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -819743.750000 Penalty: 4488.244141
	Iteration 17Q: 3 clusters Score -819743.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -819758.750000 Penalty: 4488.244141
	Iteration 18Q: 3 clusters Score -819758.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -819774.312500 Penalty: 4488.244141
	Iteration 19Q: 3 clusters Score -819774.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -819793.000000 Penalty: 4488.244141
	Iteration 20F: 3 clusters Score -819793 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -819808.125000 Penalty: 4488.244141
	Iteration 21Q: 3 clusters Score -819808.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -819821.937500 Penalty: 4488.244141
	Iteration 22Q: 3 clusters Score -819821.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -819835.500000 Penalty: 4488.244141
	Iteration 23Q: 3 clusters Score -819835.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -819847.812500 Penalty: 4488.244141
	Iteration 24Q: 3 clusters Score -819847.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -819859.000000 Penalty: 4488.244141
	Iteration 25Q: 3 clusters Score -819859 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -819868.187500 Penalty: 4488.244141
	Iteration 26Q: 3 clusters Score -819868.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -819875.312500 Penalty: 4488.244141
	Iteration 27Q: 3 clusters Score -819875.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -819882.687500 Penalty: 4488.244141
	Iteration 28Q: 3 clusters Score -819882.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -819888.812500 Penalty: 4488.244141
	Iteration 29Q: 3 clusters Score -819888.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -819898.125000 Penalty: 4488.244141
	Iteration 30Q: 3 clusters Score -819898.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -819900.437500 Penalty: 4488.244141
	Iteration 31Q: 3 clusters Score -819900.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -819902.937500 Penalty: 4488.244141
	Iteration 32Q: 3 clusters Score -819902.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -819903.625000 Penalty: 4488.244141
	Iteration 33Q: 3 clusters Score -819903.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -819910.187500 Penalty: 4488.244141
	Iteration 34Q: 3 clusters Score -819910.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -819910.875000 Penalty: 4488.244141
	Iteration 35Q: 3 clusters Score -819910.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -819914.375000 Penalty: 4488.244141
	Iteration 36Q: 3 clusters Score -819914.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -819915.312500 Penalty: 4488.244141
	Iteration 37Q: 3 clusters Score -819915.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -819918.250000 Penalty: 4488.244141
	Iteration 38Q: 3 clusters Score -819918.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -819919.562500 Penalty: 4488.244141
	Iteration 39Q: 3 clusters Score -819919.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -819922.687500 Penalty: 4488.244141
	Iteration 40F: 3 clusters Score -819922.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -819920.375000 Penalty: 4488.244141
	Iteration 41Q: 3 clusters Score -819920.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -819922.500000 Penalty: 4488.244141
	Iteration 42Q: 3 clusters Score -819922.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -819922.937500 Penalty: 4488.244141
	Iteration 43Q: 3 clusters Score -819922.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -819924.875000 Penalty: 4488.244141
	Iteration 44Q: 3 clusters Score -819924.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -819925.187500 Penalty: 4488.244141
	Iteration 45Q: 3 clusters Score -819925.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -819926.937500 Penalty: 4488.244141
	Iteration 46Q: 3 clusters Score -819926.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -819926.937500 Penalty: 4488.244141
	Iteration 47F: 3 clusters Score -819926.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Entering Unmasked Estep 
Score: -2154737.250000 Penalty: 2454.983643
	Iteration 0F: 2 clusters Score -2154737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2140683.500000 Penalty: 4909.967285
	Iteration 0F: 3 clusters Score -2140684 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2145387.750000 Penalty: 4909.967285
	Iteration 1F: 3 clusters Score -2145388 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2145864.250000 Penalty: 4909.967285
	Iteration 2F: 3 clusters Score -2145864 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2146266.500000 Penalty: 4909.967285
	Iteration 3Q: 3 clusters Score -2146266 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2146649.500000 Penalty: 4909.967285
	Iteration 4Q: 3 clusters Score -2146650 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2147051.500000 Penalty: 4909.967285
	Iteration 5Q: 3 clusters Score -2147052 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -2147503.750000 Penalty: 4909.967285
	Iteration 6Q: 3 clusters Score -2147504 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2147994.250000 Penalty: 4909.967285
	Iteration 7Q: 3 clusters Score -2147994 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2148533.000000 Penalty: 4909.967285
	Iteration 8F: 3 clusters Score -2148533 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -2149014.250000 Penalty: 4909.967285
	Iteration 9Q: 3 clusters Score -2149014 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2149418.750000 Penalty: 4909.967285
	Iteration 10Q: 3 clusters Score -2149419 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2149776.000000 Penalty: 4909.967285
	Iteration 11Q: 3 clusters Score -2149776 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2150056.000000 Penalty: 4909.967285
	Iteration 12Q: 3 clusters Score -2150056 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -2150299.250000 Penalty: 4909.967285
	Iteration 13Q: 3 clusters Score -2150299 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2150533.500000 Penalty: 4909.967285
	Iteration 14Q: 3 clusters Score -2150534 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2150734.250000 Penalty: 4909.967285
	Iteration 15Q: 3 clusters Score -2150734 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2150967.250000 Penalty: 4909.967285
	Iteration 16Q: 3 clusters Score -2150967 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2151215.500000 Penalty: 4909.967285
	Iteration 17Q: 3 clusters Score -2151216 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2151461.250000 Penalty: 4909.967285
	Iteration 18Q: 3 clusters Score -2151461 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2151689.000000 Penalty: 4909.967285
	Iteration 19Q: 3 clusters Score -2151689 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2151888.500000 Penalty: 4909.967285
	Iteration 20F: 3 clusters Score -2151888 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2152046.250000 Penalty: 4909.967285
	Iteration 21Q: 3 clusters Score -2152046 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2152167.000000 Penalty: 4909.967285
	Iteration 22Q: 3 clusters Score -2152167 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2152274.750000 Penalty: 4909.967285
	Iteration 23Q: 3 clusters Score -2152275 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2152361.000000 Penalty: 4909.967285
	Iteration 24Q: 3 clusters Score -2152361 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2152422.500000 Penalty: 4909.967285
	Iteration 25Q: 3 clusters Score -2152422 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2152468.500000 Penalty: 4909.967285
	Iteration 26Q: 3 clusters Score -2152468 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2152501.250000 Penalty: 4909.967285
	Iteration 27Q: 3 clusters Score -2152501 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2152523.750000 Penalty: 4909.967285
	Iteration 28Q: 3 clusters Score -2152524 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2152552.000000 Penalty: 4909.967285
	Iteration 29Q: 3 clusters Score -2152552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2152565.000000 Penalty: 4909.967285
	Iteration 30Q: 3 clusters Score -2152565 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2152582.000000 Penalty: 4909.967285
	Iteration 31Q: 3 clusters Score -2152582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2152600.500000 Penalty: 4909.967285
	Iteration 32Q: 3 clusters Score -2152600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2152615.250000 Penalty: 4909.967285
	Iteration 33Q: 3 clusters Score -2152615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2152618.000000 Penalty: 4909.967285
	Iteration 34Q: 3 clusters Score -2152618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2152626.750000 Penalty: 4909.967285
	Iteration 35Q: 3 clusters Score -2152627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2152633.250000 Penalty: 4909.967285
	Iteration 36Q: 3 clusters Score -2152633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2152639.000000 Penalty: 4909.967285
	Iteration 37Q: 3 clusters Score -2152639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2152645.500000 Penalty: 4909.967285
	Iteration 38Q: 3 clusters Score -2152646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2152649.750000 Penalty: 4909.967285
	Iteration 39Q: 3 clusters Score -2152650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2152652.500000 Penalty: 4909.967285
	Iteration 40F: 3 clusters Score -2152652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2152653.250000 Penalty: 4909.967285
	Iteration 41Q: 3 clusters Score -2152653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2152653.250000 Penalty: 4909.967285
	Iteration 42F: 3 clusters Score -2152653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Entering Unmasked Estep 
Score: -2411111.250000 Penalty: 2484.524414
	Iteration 0F: 2 clusters Score -2411111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -2395486.000000 Penalty: 4969.048828
	Iteration 0F: 3 clusters Score -2395486 nChanged 9963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -2401140.250000 Penalty: 4969.048828
	Iteration 1F: 3 clusters Score -2401140 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2401939.000000 Penalty: 4969.048828
	Iteration 2F: 3 clusters Score -2401939 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2402811.750000 Penalty: 4969.048828
	Iteration 3F: 3 clusters Score -2402812 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2403812.500000 Penalty: 4969.048828
	Iteration 4F: 3 clusters Score -2403812 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2405178.500000 Penalty: 4969.048828
	Iteration 5F: 3 clusters Score -2405178 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2407068.750000 Penalty: 4969.048828
	Iteration 6F: 3 clusters Score -2407069 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -2408999.500000 Penalty: 4969.048828
	Iteration 7F: 3 clusters Score -2409000 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2410226.250000 Penalty: 4969.048828
	Iteration 8F: 3 clusters Score -2410226 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -2410804.750000 Penalty: 4969.048828
	Iteration 9Q: 3 clusters Score -2410805 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2411225.250000 Penalty: 4969.048828
	Iteration 10Q: 3 clusters Score -2411225 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2411711.250000 Penalty: 4969.048828
	Iteration 11Q: 3 clusters Score -2411711 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2412404.750000 Penalty: 4969.048828
	Iteration 12Q: 3 clusters Score -2412405 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2413293.500000 Penalty: 4969.048828
	Iteration 13Q: 3 clusters Score -2413294 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2414034.000000 Penalty: 4969.048828
	Iteration 14Q: 3 clusters Score -2414034 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -2414291.500000 Penalty: 4969.048828
	Iteration 15Q: 3 clusters Score -2414292 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2414346.500000 Penalty: 4969.048828
	Iteration 16Q: 3 clusters Score -2414346 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2414376.250000 Penalty: 4969.048828
	Iteration 17Q: 3 clusters Score -2414376 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2414383.250000 Penalty: 4969.048828
	Iteration 18Q: 3 clusters Score -2414383 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2414387.750000 Penalty: 4969.048828
	Iteration 19Q: 3 clusters Score -2414388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -2414389.000000 Penalty: 4969.048828
	Iteration 20F: 3 clusters Score -2414389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -2414384.250000 Penalty: 4969.048828
	Iteration 21Q: 3 clusters Score -2414384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2414387.000000 Penalty: 4969.048828
	Iteration 22Q: 3 clusters Score -2414387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2414387.000000 Penalty: 4969.048828
	Iteration 23F: 3 clusters Score -2414387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 22901 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 12056 members 
Mstep: Class 5 contains 8509 members 
Mstep: Class 6 contains 19913 members 
Mstep: Class 7 contains 8222 members 
Mstep: Class 8 contains 3466 members 
Mstep: Class 9 contains 18483 members 
Mstep: Class 10 contains 34158 members 
Mstep: Class 11 contains 1287 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 11543 members 
Mstep: Class 14 contains 2927 members 
Mstep: Class 15 contains 89447 members 
Mstep: Class 16 contains 14384 members 
Mstep: Class 17 contains 1743 members 
Mstep: Class 18 contains 31729 members 
Mstep: Class 19 contains 45232 members 
Mstep: Class 20 contains 9947 members 
Mstep: Class 21 contains 18453 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 1924 members 
Mstep: Class 24 contains 29570 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 25502 members 
Mstep: Class 27 contains 13114 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 14288 members 
Mstep: Class 31 contains 73470 members 
Mstep: Class 32 contains 7502 members 
Mstep: Class 33 contains 17556 members 
Mstep: Class 34 contains 42779 members 
Mstep: Class 35 contains 14210 members 
Entering Unmasked Estep 
Score: -64695976.000000 Penalty: 116155.500000
Splitting cluster 7 changes total score from -64683980.000000 to -64695976.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 8 (3466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Entering Unmasked Estep 
Score: -377098.218750 Penalty: 2021.387695
	Iteration 0F: 2 clusters Score -377098.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -373538.000000 Penalty: 4042.775391
	Iteration 0F: 3 clusters Score -373538 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -374267.000000 Penalty: 4042.775391
	Iteration 1F: 3 clusters Score -374267 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -374407.250000 Penalty: 4042.775391
	Iteration 2F: 3 clusters Score -374407.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -374484.250000 Penalty: 4042.775391
	Iteration 3Q: 3 clusters Score -374484.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -374549.812500 Penalty: 4042.775391
	Iteration 4Q: 3 clusters Score -374549.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -374592.062500 Penalty: 4042.775391
	Iteration 5Q: 3 clusters Score -374592.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -374614.593750 Penalty: 4042.775391
	Iteration 6Q: 3 clusters Score -374614.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -374636.687500 Penalty: 4042.775391
	Iteration 7Q: 3 clusters Score -374636.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -374654.312500 Penalty: 4042.775391
	Iteration 8Q: 3 clusters Score -374654.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -374676.843750 Penalty: 4042.775391
	Iteration 9Q: 3 clusters Score -374676.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -374691.437500 Penalty: 4042.775391
	Iteration 10Q: 3 clusters Score -374691.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -374706.593750 Penalty: 4042.775391
	Iteration 11Q: 3 clusters Score -374706.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -374716.312500 Penalty: 4042.775391
	Iteration 12Q: 3 clusters Score -374716.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -374723.218750 Penalty: 4042.775391
	Iteration 13Q: 3 clusters Score -374723.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -374729.625000 Penalty: 4042.775391
	Iteration 14Q: 3 clusters Score -374729.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -374733.031250 Penalty: 4042.775391
	Iteration 15Q: 3 clusters Score -374733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -374737.875000 Penalty: 4042.775391
	Iteration 16Q: 3 clusters Score -374737.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -374742.937500 Penalty: 4042.775391
	Iteration 17Q: 3 clusters Score -374742.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -374750.687500 Penalty: 4042.775391
	Iteration 18Q: 3 clusters Score -374750.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -374756.781250 Penalty: 4042.775391
	Iteration 19Q: 3 clusters Score -374756.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -374762.843750 Penalty: 4042.775391
	Iteration 20F: 3 clusters Score -374762.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -374772.218750 Penalty: 4042.775391
	Iteration 21Q: 3 clusters Score -374772.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -374778.875000 Penalty: 4042.775391
	Iteration 22Q: 3 clusters Score -374778.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -374783.500000 Penalty: 4042.775391
	Iteration 23Q: 3 clusters Score -374783.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -374785.937500 Penalty: 4042.775391
	Iteration 24Q: 3 clusters Score -374785.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -374790.093750 Penalty: 4042.775391
	Iteration 25Q: 3 clusters Score -374790.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -374793.093750 Penalty: 4042.775391
	Iteration 26Q: 3 clusters Score -374793.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -374798.218750 Penalty: 4042.775391
	Iteration 27Q: 3 clusters Score -374798.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -374802.093750 Penalty: 4042.775391
	Iteration 28Q: 3 clusters Score -374802.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -374804.312500 Penalty: 4042.775391
	Iteration 29Q: 3 clusters Score -374804.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -374805.500000 Penalty: 4042.775391
	Iteration 30Q: 3 clusters Score -374805.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -374808.031250 Penalty: 4042.775391
	Iteration 31Q: 3 clusters Score -374808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -374809.500000 Penalty: 4042.775391
	Iteration 32Q: 3 clusters Score -374809.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -374811.312500 Penalty: 4042.775391
	Iteration 33Q: 3 clusters Score -374811.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -374813.437500 Penalty: 4042.775391
	Iteration 34Q: 3 clusters Score -374813.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -374815.718750 Penalty: 4042.775391
	Iteration 35Q: 3 clusters Score -374815.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -374817.062500 Penalty: 4042.775391
	Iteration 36Q: 3 clusters Score -374817.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -374818.750000 Penalty: 4042.775391
	Iteration 37Q: 3 clusters Score -374818.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -374820.718750 Penalty: 4042.775391
	Iteration 38Q: 3 clusters Score -374820.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -374823.375000 Penalty: 4042.775391
	Iteration 39Q: 3 clusters Score -374823.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -374826.562500 Penalty: 4042.775391
	Iteration 40F: 3 clusters Score -374826.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -374827.000000 Penalty: 4042.775391
	Iteration 41Q: 3 clusters Score -374827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -374827.562500 Penalty: 4042.775391
	Iteration 42Q: 3 clusters Score -374827.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -374827.406250 Penalty: 4042.775391
	Iteration 43Q: 3 clusters Score -374827.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -374827.406250 Penalty: 4042.775391
	Iteration 44F: 3 clusters Score -374827.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Entering Unmasked Estep 
Score: -1561816.625000 Penalty: 2436.502441
	Iteration 0F: 2 clusters Score -1561817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1548714.125000 Penalty: 4873.004883
	Iteration 0F: 3 clusters Score -1548714 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1553294.500000 Penalty: 4873.004883
	Iteration 1F: 3 clusters Score -1553294 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1554176.625000 Penalty: 4873.004883
	Iteration 2F: 3 clusters Score -1554177 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1555305.375000 Penalty: 4873.004883
	Iteration 3F: 3 clusters Score -1555305 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1556638.250000 Penalty: 4873.004883
	Iteration 4F: 3 clusters Score -1556638 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1557865.875000 Penalty: 4873.004883
	Iteration 5F: 3 clusters Score -1557866 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1558679.125000 Penalty: 4873.004883
	Iteration 6F: 3 clusters Score -1558679 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1559159.625000 Penalty: 4873.004883
	Iteration 7Q: 3 clusters Score -1559160 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1559427.625000 Penalty: 4873.004883
	Iteration 8Q: 3 clusters Score -1559428 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1559624.500000 Penalty: 4873.004883
	Iteration 9Q: 3 clusters Score -1559624 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1559725.875000 Penalty: 4873.004883
	Iteration 10Q: 3 clusters Score -1559726 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1559809.500000 Penalty: 4873.004883
	Iteration 11Q: 3 clusters Score -1559810 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1559860.875000 Penalty: 4873.004883
	Iteration 12Q: 3 clusters Score -1559861 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1559908.375000 Penalty: 4873.004883
	Iteration 13Q: 3 clusters Score -1559908 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1559948.250000 Penalty: 4873.004883
	Iteration 14Q: 3 clusters Score -1559948 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1559967.500000 Penalty: 4873.004883
	Iteration 15Q: 3 clusters Score -1559968 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1559993.375000 Penalty: 4873.004883
	Iteration 16Q: 3 clusters Score -1559993 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1560013.875000 Penalty: 4873.004883
	Iteration 17Q: 3 clusters Score -1560014 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1560022.625000 Penalty: 4873.004883
	Iteration 18Q: 3 clusters Score -1560023 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1560040.375000 Penalty: 4873.004883
	Iteration 19Q: 3 clusters Score -1560040 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1560051.000000 Penalty: 4873.004883
	Iteration 20F: 3 clusters Score -1560051 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1560063.875000 Penalty: 4873.004883
	Iteration 21Q: 3 clusters Score -1560064 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1560072.125000 Penalty: 4873.004883
	Iteration 22Q: 3 clusters Score -1560072 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1560079.000000 Penalty: 4873.004883
	Iteration 23Q: 3 clusters Score -1560079 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1560086.375000 Penalty: 4873.004883
	Iteration 24Q: 3 clusters Score -1560086 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1560091.250000 Penalty: 4873.004883
	Iteration 25Q: 3 clusters Score -1560091 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1560094.000000 Penalty: 4873.004883
	Iteration 26Q: 3 clusters Score -1560094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1560090.375000 Penalty: 4873.004883
	Iteration 27Q: 3 clusters Score -1560090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1560092.250000 Penalty: 4873.004883
	Iteration 28Q: 3 clusters Score -1560092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1560088.500000 Penalty: 4873.004883
	Iteration 29Q: 3 clusters Score -1560088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1560094.125000 Penalty: 4873.004883
	Iteration 30Q: 3 clusters Score -1560094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1560100.000000 Penalty: 4873.004883
	Iteration 31Q: 3 clusters Score -1560100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1560098.250000 Penalty: 4873.004883
	Iteration 32Q: 3 clusters Score -1560098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1560102.500000 Penalty: 4873.004883
	Iteration 33Q: 3 clusters Score -1560102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1560102.000000 Penalty: 4873.004883
	Iteration 34Q: 3 clusters Score -1560102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1560104.250000 Penalty: 4873.004883
	Iteration 35Q: 3 clusters Score -1560104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1560105.000000 Penalty: 4873.004883
	Iteration 36Q: 3 clusters Score -1560105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1560107.000000 Penalty: 4873.004883
	Iteration 37Q: 3 clusters Score -1560107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1560109.875000 Penalty: 4873.004883
	Iteration 38Q: 3 clusters Score -1560110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1560109.625000 Penalty: 4873.004883
	Iteration 39Q: 3 clusters Score -1560110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1560111.250000 Penalty: 4873.004883
	Iteration 40F: 3 clusters Score -1560111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1560111.750000 Penalty: 4873.004883
	Iteration 41Q: 3 clusters Score -1560112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1560111.750000 Penalty: 4873.004883
	Iteration 42F: 3 clusters Score -1560112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Entering Unmasked Estep 
Score: -3675019.500000 Penalty: 2588.810547
	Iteration 0F: 2 clusters Score -3675020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -3651547.250000 Penalty: 5177.621094
	Iteration 0F: 3 clusters Score -3651547 nChanged 15571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -3660215.250000 Penalty: 5177.621094
	Iteration 1F: 3 clusters Score -3660215 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -3660949.000000 Penalty: 5177.621094
	Iteration 2F: 3 clusters Score -3660949 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -3661891.500000 Penalty: 5177.621094
	Iteration 3F: 3 clusters Score -3661892 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -3663123.750000 Penalty: 5177.621094
	Iteration 4F: 3 clusters Score -3663124 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -3664522.250000 Penalty: 5177.621094
	Iteration 5F: 3 clusters Score -3664522 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -3665862.000000 Penalty: 5177.621094
	Iteration 6F: 3 clusters Score -3665862 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -3667062.500000 Penalty: 5177.621094
	Iteration 7F: 3 clusters Score -3667062 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -3668233.000000 Penalty: 5177.621094
	Iteration 8F: 3 clusters Score -3668233 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -3669491.750000 Penalty: 5177.621094
	Iteration 9F: 3 clusters Score -3669492 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -3670883.750000 Penalty: 5177.621094
	Iteration 10F: 3 clusters Score -3670884 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -3672071.750000 Penalty: 5177.621094
	Iteration 11Q: 3 clusters Score -3672072 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -3672952.500000 Penalty: 5177.621094
	Iteration 12Q: 3 clusters Score -3672952 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -3673516.750000 Penalty: 5177.621094
	Iteration 13Q: 3 clusters Score -3673517 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -3673873.750000 Penalty: 5177.621094
	Iteration 14Q: 3 clusters Score -3673874 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -3674100.750000 Penalty: 5177.621094
	Iteration 15Q: 3 clusters Score -3674101 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -3674327.500000 Penalty: 5177.621094
	Iteration 16Q: 3 clusters Score -3674328 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -3674531.500000 Penalty: 5177.621094
	Iteration 17Q: 3 clusters Score -3674532 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -3674749.500000 Penalty: 5177.621094
	Iteration 18Q: 3 clusters Score -3674750 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -3675030.500000 Penalty: 5177.621094
	Iteration 19Q: 3 clusters Score -3675030 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -3675424.500000 Penalty: 5177.621094
	Iteration 20F: 3 clusters Score -3675424 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -3675875.500000 Penalty: 5177.621094
	Iteration 21Q: 3 clusters Score -3675876 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -3676393.750000 Penalty: 5177.621094
	Iteration 22Q: 3 clusters Score -3676394 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -3676833.750000 Penalty: 5177.621094
	Iteration 23Q: 3 clusters Score -3676834 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -3677119.750000 Penalty: 5177.621094
	Iteration 24Q: 3 clusters Score -3677120 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -3677305.000000 Penalty: 5177.621094
	Iteration 25Q: 3 clusters Score -3677305 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -3677404.750000 Penalty: 5177.621094
	Iteration 26Q: 3 clusters Score -3677405 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -3677454.250000 Penalty: 5177.621094
	Iteration 27Q: 3 clusters Score -3677454 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -3677458.250000 Penalty: 5177.621094
	Iteration 28Q: 3 clusters Score -3677458 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -3677471.750000 Penalty: 5177.621094
	Iteration 29Q: 3 clusters Score -3677472 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -3677484.000000 Penalty: 5177.621094
	Iteration 30Q: 3 clusters Score -3677484 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -3677490.250000 Penalty: 5177.621094
	Iteration 31Q: 3 clusters Score -3677490 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -3677502.250000 Penalty: 5177.621094
	Iteration 32Q: 3 clusters Score -3677502 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -3677498.000000 Penalty: 5177.621094
	Iteration 33Q: 3 clusters Score -3677498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -3677498.000000 Penalty: 5177.621094
	Iteration 34Q: 3 clusters Score -3677498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -3677498.000000 Penalty: 5177.621094
	Iteration 35Q: 3 clusters Score -3677498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -3677498.500000 Penalty: 5177.621094
	Iteration 36Q: 3 clusters Score -3677498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -3677500.000000 Penalty: 5177.621094
	Iteration 37Q: 3 clusters Score -3677500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -3677498.750000 Penalty: 5177.621094
	Iteration 38Q: 3 clusters Score -3677499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -3677503.500000 Penalty: 5177.621094
	Iteration 39Q: 3 clusters Score -3677504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -3677505.000000 Penalty: 5177.621094
	Iteration 40F: 3 clusters Score -3677505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -3677507.500000 Penalty: 5177.621094
	Iteration 41Q: 3 clusters Score -3677508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -3677504.500000 Penalty: 5177.621094
	Iteration 42Q: 3 clusters Score -3677504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -3677501.500000 Penalty: 5177.621094
	Iteration 43Q: 3 clusters Score -3677502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -3677504.750000 Penalty: 5177.621094
	Iteration 44Q: 3 clusters Score -3677505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -3677507.250000 Penalty: 5177.621094
	Iteration 45Q: 3 clusters Score -3677507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -3677510.000000 Penalty: 5177.621094
	Iteration 46Q: 3 clusters Score -3677510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -3677507.750000 Penalty: 5177.621094
	Iteration 47Q: 3 clusters Score -3677508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -3677509.000000 Penalty: 5177.621094
	Iteration 48Q: 3 clusters Score -3677509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -3677505.000000 Penalty: 5177.621094
	Iteration 49Q: 3 clusters Score -3677505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -3677503.750000 Penalty: 5177.621094
	Iteration 50Q: 3 clusters Score -3677504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -3677504.500000 Penalty: 5177.621094
	Iteration 51Q: 3 clusters Score -3677504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -3677504.500000 Penalty: 5177.621094
	Iteration 52F: 3 clusters Score -3677504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 22901 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 12056 members 
Mstep: Class 5 contains 8509 members 
Mstep: Class 6 contains 19913 members 
Mstep: Class 7 contains 8222 members 
Mstep: Class 8 contains 3466 members 
Mstep: Class 9 contains 18483 members 
Mstep: Class 10 contains 14892 members 
Mstep: Class 11 contains 1287 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 11543 members 
Mstep: Class 14 contains 2927 members 
Mstep: Class 15 contains 89447 members 
Mstep: Class 16 contains 14384 members 
Mstep: Class 17 contains 1743 members 
Mstep: Class 18 contains 31729 members 
Mstep: Class 19 contains 45232 members 
Mstep: Class 20 contains 9947 members 
Mstep: Class 21 contains 18453 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 1924 members 
Mstep: Class 24 contains 29570 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 25502 members 
Mstep: Class 27 contains 13114 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 14288 members 
Mstep: Class 31 contains 73470 members 
Mstep: Class 32 contains 7502 members 
Mstep: Class 33 contains 17556 members 
Mstep: Class 34 contains 42779 members 
Mstep: Class 35 contains 14210 members 
Mstep: Class 36 contains 19266 members 
Entering Unmasked Estep 
Score: -64697408.000000 Penalty: 119474.234375
Splitting cluster 10 changes total score from -64683980.000000 to -64697408.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 11 (1287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Entering Unmasked Estep 
Score: -93232.296875 Penalty: 1775.697144
	Iteration 0F: 2 clusters Score -93232.3 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 620 members 
Entering Unmasked Estep 
Score: -91252.570312 Penalty: 3551.394287
	Iteration 0F: 3 clusters Score -91252.57 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -92022.320312 Penalty: 3551.394287
	Iteration 1F: 3 clusters Score -92022.32 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -92706.031250 Penalty: 3551.394287
	Iteration 2F: 3 clusters Score -92706.03 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -93848.031250 Penalty: 3551.394287
	Iteration 3F: 3 clusters Score -93848.03 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -96065.289062 Penalty: 3551.394287
	Iteration 4F: 3 clusters Score -96065.29 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -98174.640625 Penalty: 3551.394287
	Iteration 5F: 3 clusters Score -98174.64 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -100324.382812 Penalty: 3551.394287
	Iteration 6F: 3 clusters Score -100324.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -101568.523438 Penalty: 3551.394287
	Iteration 7Q: 3 clusters Score -101568.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -101571.804688 Penalty: 3551.394287
	Iteration 8Q: 3 clusters Score -101571.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -101571.804688 Penalty: 3551.394287
	Iteration 9F: 3 clusters Score -101571.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 22901 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 12056 members 
Mstep: Class 5 contains 8509 members 
Mstep: Class 6 contains 19913 members 
Mstep: Class 7 contains 8222 members 
Mstep: Class 8 contains 3466 members 
Mstep: Class 9 contains 18483 members 
Mstep: Class 10 contains 14892 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 11543 members 
Mstep: Class 14 contains 2927 members 
Mstep: Class 15 contains 89447 members 
Mstep: Class 16 contains 14384 members 
Mstep: Class 17 contains 1743 members 
Mstep: Class 18 contains 31729 members 
Mstep: Class 19 contains 45232 members 
Mstep: Class 20 contains 9947 members 
Mstep: Class 21 contains 18453 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 1924 members 
Mstep: Class 24 contains 29570 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 25502 members 
Mstep: Class 27 contains 13114 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 14288 members 
Mstep: Class 31 contains 73470 members 
Mstep: Class 32 contains 7502 members 
Mstep: Class 33 contains 17556 members 
Mstep: Class 34 contains 42779 members 
Mstep: Class 35 contains 14210 members 
Mstep: Class 36 contains 19266 members 
Mstep: Class 37 contains 709 members 
Entering Unmasked Estep 
Score: -64704168.000000 Penalty: 122792.960938
Splitting cluster 11 changes total score from -64683980.000000 to -64704168.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 12 (2139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Entering Unmasked Estep 
Score: -238271.781250 Penalty: 1901.687256
	Iteration 0F: 2 clusters Score -238271.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -235572.031250 Penalty: 3803.374512
	Iteration 0F: 3 clusters Score -235572 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -236084.937500 Penalty: 3803.374512
	Iteration 1F: 3 clusters Score -236084.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -236222.890625 Penalty: 3803.374512
	Iteration 2F: 3 clusters Score -236222.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -236269.453125 Penalty: 3803.374512
	Iteration 3Q: 3 clusters Score -236269.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -236298.421875 Penalty: 3803.374512
	Iteration 4Q: 3 clusters Score -236298.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -236314.375000 Penalty: 3803.374512
	Iteration 5Q: 3 clusters Score -236314.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -236329.187500 Penalty: 3803.374512
	Iteration 6Q: 3 clusters Score -236329.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -236339.234375 Penalty: 3803.374512
	Iteration 7Q: 3 clusters Score -236339.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -236344.468750 Penalty: 3803.374512
	Iteration 8Q: 3 clusters Score -236344.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -236348.921875 Penalty: 3803.374512
	Iteration 9Q: 3 clusters Score -236348.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -236354.421875 Penalty: 3803.374512
	Iteration 10Q: 3 clusters Score -236354.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -236357.671875 Penalty: 3803.374512
	Iteration 11Q: 3 clusters Score -236357.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -236359.578125 Penalty: 3803.374512
	Iteration 12Q: 3 clusters Score -236359.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -236361.046875 Penalty: 3803.374512
	Iteration 13Q: 3 clusters Score -236361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -236362.890625 Penalty: 3803.374512
	Iteration 14Q: 3 clusters Score -236362.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -236364.453125 Penalty: 3803.374512
	Iteration 15Q: 3 clusters Score -236364.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -236365.562500 Penalty: 3803.374512
	Iteration 16Q: 3 clusters Score -236365.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -236367.625000 Penalty: 3803.374512
	Iteration 17Q: 3 clusters Score -236367.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -236369.437500 Penalty: 3803.374512
	Iteration 18Q: 3 clusters Score -236369.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -236369.890625 Penalty: 3803.374512
	Iteration 19Q: 3 clusters Score -236369.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -236370.609375 Penalty: 3803.374512
	Iteration 20F: 3 clusters Score -236370.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Entering Unmasked Estep 
Score: -1281480.875000 Penalty: 2319.750977
	Iteration 0F: 2 clusters Score -1281481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1272914.500000 Penalty: 4639.501953
	Iteration 0F: 3 clusters Score -1272914 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1275555.750000 Penalty: 4639.501953
	Iteration 1F: 3 clusters Score -1275556 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1275829.125000 Penalty: 4639.501953
	Iteration 2F: 3 clusters Score -1275829 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1276002.625000 Penalty: 4639.501953
	Iteration 3Q: 3 clusters Score -1276003 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1276143.250000 Penalty: 4639.501953
	Iteration 4Q: 3 clusters Score -1276143 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1276239.250000 Penalty: 4639.501953
	Iteration 5Q: 3 clusters Score -1276239 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1276312.000000 Penalty: 4639.501953
	Iteration 6Q: 3 clusters Score -1276312 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1276363.500000 Penalty: 4639.501953
	Iteration 7Q: 3 clusters Score -1276364 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1276406.000000 Penalty: 4639.501953
	Iteration 8Q: 3 clusters Score -1276406 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1276441.750000 Penalty: 4639.501953
	Iteration 9Q: 3 clusters Score -1276442 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1276499.250000 Penalty: 4639.501953
	Iteration 10Q: 3 clusters Score -1276499 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1276547.000000 Penalty: 4639.501953
	Iteration 11Q: 3 clusters Score -1276547 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1276594.375000 Penalty: 4639.501953
	Iteration 12Q: 3 clusters Score -1276594 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1276640.875000 Penalty: 4639.501953
	Iteration 13Q: 3 clusters Score -1276641 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1276701.750000 Penalty: 4639.501953
	Iteration 14Q: 3 clusters Score -1276702 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1276769.125000 Penalty: 4639.501953
	Iteration 15Q: 3 clusters Score -1276769 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1276839.500000 Penalty: 4639.501953
	Iteration 16Q: 3 clusters Score -1276840 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1276912.000000 Penalty: 4639.501953
	Iteration 17Q: 3 clusters Score -1276912 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1277008.125000 Penalty: 4639.501953
	Iteration 18Q: 3 clusters Score -1277008 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1277122.000000 Penalty: 4639.501953
	Iteration 19Q: 3 clusters Score -1277122 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1277243.375000 Penalty: 4639.501953
	Iteration 20F: 3 clusters Score -1277243 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1277383.375000 Penalty: 4639.501953
	Iteration 21Q: 3 clusters Score -1277383 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1277537.125000 Penalty: 4639.501953
	Iteration 22Q: 3 clusters Score -1277537 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1277715.625000 Penalty: 4639.501953
	Iteration 23Q: 3 clusters Score -1277716 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1277910.250000 Penalty: 4639.501953
	Iteration 24Q: 3 clusters Score -1277910 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1278131.875000 Penalty: 4639.501953
	Iteration 25Q: 3 clusters Score -1278132 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1278349.875000 Penalty: 4639.501953
	Iteration 26Q: 3 clusters Score -1278350 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1278539.000000 Penalty: 4639.501953
	Iteration 27Q: 3 clusters Score -1278539 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1278708.625000 Penalty: 4639.501953
	Iteration 28Q: 3 clusters Score -1278709 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1278840.125000 Penalty: 4639.501953
	Iteration 29Q: 3 clusters Score -1278840 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1278938.000000 Penalty: 4639.501953
	Iteration 30Q: 3 clusters Score -1278938 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1279036.375000 Penalty: 4639.501953
	Iteration 31Q: 3 clusters Score -1279036 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1279111.125000 Penalty: 4639.501953
	Iteration 32Q: 3 clusters Score -1279111 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1279151.125000 Penalty: 4639.501953
	Iteration 33Q: 3 clusters Score -1279151 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1279183.000000 Penalty: 4639.501953
	Iteration 34Q: 3 clusters Score -1279183 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1279232.000000 Penalty: 4639.501953
	Iteration 35Q: 3 clusters Score -1279232 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1279282.125000 Penalty: 4639.501953
	Iteration 36Q: 3 clusters Score -1279282 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1279330.000000 Penalty: 4639.501953
	Iteration 37Q: 3 clusters Score -1279330 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1279359.750000 Penalty: 4639.501953
	Iteration 38Q: 3 clusters Score -1279360 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1279388.250000 Penalty: 4639.501953
	Iteration 39Q: 3 clusters Score -1279388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1279406.125000 Penalty: 4639.501953
	Iteration 40F: 3 clusters Score -1279406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1279422.375000 Penalty: 4639.501953
	Iteration 41Q: 3 clusters Score -1279422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1279433.125000 Penalty: 4639.501953
	Iteration 42Q: 3 clusters Score -1279433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1279433.000000 Penalty: 4639.501953
	Iteration 43Q: 3 clusters Score -1279433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1279435.375000 Penalty: 4639.501953
	Iteration 44Q: 3 clusters Score -1279435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1279439.375000 Penalty: 4639.501953
	Iteration 45Q: 3 clusters Score -1279439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1279441.500000 Penalty: 4639.501953
	Iteration 46Q: 3 clusters Score -1279442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1279444.250000 Penalty: 4639.501953
	Iteration 47Q: 3 clusters Score -1279444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1279446.250000 Penalty: 4639.501953
	Iteration 48Q: 3 clusters Score -1279446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1279449.625000 Penalty: 4639.501953
	Iteration 49Q: 3 clusters Score -1279450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1279454.125000 Penalty: 4639.501953
	Iteration 50Q: 3 clusters Score -1279454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1279455.250000 Penalty: 4639.501953
	Iteration 51Q: 3 clusters Score -1279455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1279459.125000 Penalty: 4639.501953
	Iteration 52Q: 3 clusters Score -1279459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1279459.875000 Penalty: 4639.501953
	Iteration 53Q: 3 clusters Score -1279460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1279459.000000 Penalty: 4639.501953
	Iteration 54Q: 3 clusters Score -1279459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1279459.000000 Penalty: 4639.501953
	Iteration 55F: 3 clusters Score -1279459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Entering Unmasked Estep 
Score: -179938.500000 Penalty: 1979.469849
	Iteration 0F: 2 clusters Score -179938.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -176818.515625 Penalty: 3958.939697
	Iteration 0F: 3 clusters Score -176818.5 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -177591.765625 Penalty: 3958.939697
	Iteration 1F: 3 clusters Score -177591.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -177872.296875 Penalty: 3958.939697
	Iteration 2F: 3 clusters Score -177872.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -178132.890625 Penalty: 3958.939697
	Iteration 3F: 3 clusters Score -178132.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -178369.546875 Penalty: 3958.939697
	Iteration 4F: 3 clusters Score -178369.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -178552.828125 Penalty: 3958.939697
	Iteration 5F: 3 clusters Score -178552.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -178700.984375 Penalty: 3958.939697
	Iteration 6Q: 3 clusters Score -178701 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -178816.281250 Penalty: 3958.939697
	Iteration 7Q: 3 clusters Score -178816.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -178901.156250 Penalty: 3958.939697
	Iteration 8Q: 3 clusters Score -178901.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -178977.421875 Penalty: 3958.939697
	Iteration 9Q: 3 clusters Score -178977.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -179048.609375 Penalty: 3958.939697
	Iteration 10Q: 3 clusters Score -179048.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -179098.093750 Penalty: 3958.939697
	Iteration 11Q: 3 clusters Score -179098.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -179134.093750 Penalty: 3958.939697
	Iteration 12Q: 3 clusters Score -179134.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -179158.843750 Penalty: 3958.939697
	Iteration 13Q: 3 clusters Score -179158.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -179179.906250 Penalty: 3958.939697
	Iteration 14Q: 3 clusters Score -179179.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -179192.796875 Penalty: 3958.939697
	Iteration 15Q: 3 clusters Score -179192.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -179200.781250 Penalty: 3958.939697
	Iteration 16Q: 3 clusters Score -179200.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -179211.437500 Penalty: 3958.939697
	Iteration 17Q: 3 clusters Score -179211.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -179223.000000 Penalty: 3958.939697
	Iteration 18Q: 3 clusters Score -179223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -179236.906250 Penalty: 3958.939697
	Iteration 19Q: 3 clusters Score -179236.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -179246.609375 Penalty: 3958.939697
	Iteration 20F: 3 clusters Score -179246.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -179254.000000 Penalty: 3958.939697
	Iteration 21Q: 3 clusters Score -179254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -179263.046875 Penalty: 3958.939697
	Iteration 22Q: 3 clusters Score -179263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -179270.109375 Penalty: 3958.939697
	Iteration 23Q: 3 clusters Score -179270.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -179276.578125 Penalty: 3958.939697
	Iteration 24Q: 3 clusters Score -179276.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -179280.812500 Penalty: 3958.939697
	Iteration 25Q: 3 clusters Score -179280.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -179283.968750 Penalty: 3958.939697
	Iteration 26Q: 3 clusters Score -179284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -179285.140625 Penalty: 3958.939697
	Iteration 27Q: 3 clusters Score -179285.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -179285.140625 Penalty: 3958.939697
	Iteration 28F: 3 clusters Score -179285.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (89447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89447 members 
Entering Unmasked Estep 
Score: -9759860.000000 Penalty: 2827.547607
	Iteration 0F: 2 clusters Score -9759860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 44767 members 
Entering Unmasked Estep 
Score: -9699899.000000 Penalty: 5655.095215
	Iteration 0F: 3 clusters Score -9699899 nChanged 42231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -9723992.000000 Penalty: 5655.095215
	Iteration 1F: 3 clusters Score -9723992 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -9724786.000000 Penalty: 5655.095215
	Iteration 2Q: 3 clusters Score -9724786 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -9725614.000000 Penalty: 5655.095215
	Iteration 3Q: 3 clusters Score -9725614 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -9726468.000000 Penalty: 5655.095215
	Iteration 4Q: 3 clusters Score -9726468 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -9727556.000000 Penalty: 5655.095215
	Iteration 5Q: 3 clusters Score -9727556 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -9728936.000000 Penalty: 5655.095215
	Iteration 6Q: 3 clusters Score -9728936 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 49812 members 
Entering Unmasked Estep 
Score: -9730824.000000 Penalty: 5655.095215
	Iteration 7Q: 3 clusters Score -9730824 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -9733295.000000 Penalty: 5655.095215
	Iteration 8F: 3 clusters Score -9733295 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 53874 members 
Entering Unmasked Estep 
Score: -9736444.000000 Penalty: 5655.095215
	Iteration 9F: 3 clusters Score -9736444 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 55768 members 
Entering Unmasked Estep 
Score: -9739887.000000 Penalty: 5655.095215
	Iteration 10F: 3 clusters Score -9739887 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 57277 members 
Entering Unmasked Estep 
Score: -9742335.000000 Penalty: 5655.095215
	Iteration 11F: 3 clusters Score -9742335 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 58471 members 
Entering Unmasked Estep 
Score: -9743554.000000 Penalty: 5655.095215
	Iteration 12Q: 3 clusters Score -9743554 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 59565 members 
Entering Unmasked Estep 
Score: -9744084.000000 Penalty: 5655.095215
	Iteration 13Q: 3 clusters Score -9744084 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 60660 members 
Entering Unmasked Estep 
Score: -9744314.000000 Penalty: 5655.095215
	Iteration 14Q: 3 clusters Score -9744314 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 61783 members 
Entering Unmasked Estep 
Score: -9744609.000000 Penalty: 5655.095215
	Iteration 15Q: 3 clusters Score -9744609 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 62943 members 
Entering Unmasked Estep 
Score: -9744846.000000 Penalty: 5655.095215
	Iteration 16Q: 3 clusters Score -9744846 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 64131 members 
Entering Unmasked Estep 
Score: -9745137.000000 Penalty: 5655.095215
	Iteration 17Q: 3 clusters Score -9745137 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 65383 members 
Entering Unmasked Estep 
Score: -9745446.000000 Penalty: 5655.095215
	Iteration 18Q: 3 clusters Score -9745446 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 66707 members 
Entering Unmasked Estep 
Score: -9745806.000000 Penalty: 5655.095215
	Iteration 19Q: 3 clusters Score -9745806 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 68085 members 
Entering Unmasked Estep 
Score: -9746233.000000 Penalty: 5655.095215
	Iteration 20F: 3 clusters Score -9746233 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 69483 members 
Entering Unmasked Estep 
Score: -9746682.000000 Penalty: 5655.095215
	Iteration 21Q: 3 clusters Score -9746682 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 70964 members 
Entering Unmasked Estep 
Score: -9747204.000000 Penalty: 5655.095215
	Iteration 22Q: 3 clusters Score -9747204 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 72484 members 
Entering Unmasked Estep 
Score: -9747750.000000 Penalty: 5655.095215
	Iteration 23Q: 3 clusters Score -9747750 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 74111 members 
Entering Unmasked Estep 
Score: -9748388.000000 Penalty: 5655.095215
	Iteration 24Q: 3 clusters Score -9748388 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 75768 members 
Entering Unmasked Estep 
Score: -9749151.000000 Penalty: 5655.095215
	Iteration 25Q: 3 clusters Score -9749151 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 77430 members 
Entering Unmasked Estep 
Score: -9749846.000000 Penalty: 5655.095215
	Iteration 26Q: 3 clusters Score -9749846 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 79047 members 
Entering Unmasked Estep 
Score: -9750654.000000 Penalty: 5655.095215
	Iteration 27Q: 3 clusters Score -9750654 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 80625 members 
Entering Unmasked Estep 
Score: -9751528.000000 Penalty: 5655.095215
	Iteration 28Q: 3 clusters Score -9751528 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 82067 members 
Entering Unmasked Estep 
Score: -9752364.000000 Penalty: 5655.095215
	Iteration 29Q: 3 clusters Score -9752364 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 83412 members 
Entering Unmasked Estep 
Score: -9753183.000000 Penalty: 5655.095215
	Iteration 30Q: 3 clusters Score -9753183 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 84670 members 
Entering Unmasked Estep 
Score: -9754031.000000 Penalty: 5655.095215
	Iteration 31Q: 3 clusters Score -9754031 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 85734 members 
Entering Unmasked Estep 
Score: -9754767.000000 Penalty: 5655.095215
	Iteration 32Q: 3 clusters Score -9754767 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 86603 members 
Entering Unmasked Estep 
Score: -9755418.000000 Penalty: 5655.095215
	Iteration 33Q: 3 clusters Score -9755418 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 87332 members 
Entering Unmasked Estep 
Score: -9756121.000000 Penalty: 5655.095215
	Iteration 34Q: 3 clusters Score -9756121 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 87857 members 
Entering Unmasked Estep 
Score: -9756567.000000 Penalty: 5655.095215
	Iteration 35Q: 3 clusters Score -9756567 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 88176 members 
Entering Unmasked Estep 
Score: -9756840.000000 Penalty: 5655.095215
	Iteration 36Q: 3 clusters Score -9756840 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 88391 members 
Entering Unmasked Estep 
Score: -9757024.000000 Penalty: 5655.095215
	Iteration 37Q: 3 clusters Score -9757024 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 88508 members 
Entering Unmasked Estep 
Score: -9757108.000000 Penalty: 5655.095215
	Iteration 38Q: 3 clusters Score -9757108 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 88602 members 
Entering Unmasked Estep 
Score: -9757154.000000 Penalty: 5655.095215
	Iteration 39Q: 3 clusters Score -9757154 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 88665 members 
Entering Unmasked Estep 
Score: -9757217.000000 Penalty: 5655.095215
	Iteration 40F: 3 clusters Score -9757217 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 88709 members 
Entering Unmasked Estep 
Score: -9757239.000000 Penalty: 5655.095215
	Iteration 41Q: 3 clusters Score -9757239 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 88743 members 
Entering Unmasked Estep 
Score: -9757253.000000 Penalty: 5655.095215
	Iteration 42Q: 3 clusters Score -9757253 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 88774 members 
Entering Unmasked Estep 
Score: -9757278.000000 Penalty: 5655.095215
	Iteration 43Q: 3 clusters Score -9757278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 88802 members 
Entering Unmasked Estep 
Score: -9757307.000000 Penalty: 5655.095215
	Iteration 44Q: 3 clusters Score -9757307 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 88830 members 
Entering Unmasked Estep 
Score: -9757332.000000 Penalty: 5655.095215
	Iteration 45Q: 3 clusters Score -9757332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 88850 members 
Entering Unmasked Estep 
Score: -9757353.000000 Penalty: 5655.095215
	Iteration 46Q: 3 clusters Score -9757353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 88866 members 
Entering Unmasked Estep 
Score: -9757368.000000 Penalty: 5655.095215
	Iteration 47Q: 3 clusters Score -9757368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 88879 members 
Entering Unmasked Estep 
Score: -9757368.000000 Penalty: 5655.095215
	Iteration 48Q: 3 clusters Score -9757368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 88888 members 
Entering Unmasked Estep 
Score: -9757393.000000 Penalty: 5655.095215
	Iteration 49Q: 3 clusters Score -9757393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 88896 members 
Entering Unmasked Estep 
Score: -9757398.000000 Penalty: 5655.095215
	Iteration 50Q: 3 clusters Score -9757398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 88904 members 
Entering Unmasked Estep 
Score: -9757395.000000 Penalty: 5655.095215
	Iteration 51Q: 3 clusters Score -9757395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 88912 members 
Entering Unmasked Estep 
Score: -9757410.000000 Penalty: 5655.095215
	Iteration 52Q: 3 clusters Score -9757410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 88915 members 
Entering Unmasked Estep 
Score: -9757417.000000 Penalty: 5655.095215
	Iteration 53Q: 3 clusters Score -9757417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 88916 members 
Entering Unmasked Estep 
Score: -9757432.000000 Penalty: 5655.095215
	Iteration 54Q: 3 clusters Score -9757432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 88919 members 
Entering Unmasked Estep 
Score: -9757423.000000 Penalty: 5655.095215
	Iteration 55Q: 3 clusters Score -9757423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 88920 members 
Entering Unmasked Estep 
Score: -9757429.000000 Penalty: 5655.095215
	Iteration 56Q: 3 clusters Score -9757429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 88922 members 
Entering Unmasked Estep 
Score: -9757423.000000 Penalty: 5655.095215
	Iteration 57Q: 3 clusters Score -9757423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 88923 members 
Entering Unmasked Estep 
Score: -9757427.000000 Penalty: 5655.095215
	Iteration 58Q: 3 clusters Score -9757427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 88923 members 
Entering Unmasked Estep 
Score: -9757427.000000 Penalty: 5655.095215
	Iteration 59F: 3 clusters Score -9757427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Entering Unmasked Estep 
Score: -1581685.125000 Penalty: 2374.320068
	Iteration 0F: 2 clusters Score -1581685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1571236.625000 Penalty: 4748.640137
	Iteration 0F: 3 clusters Score -1571237 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1574635.000000 Penalty: 4748.640137
	Iteration 1F: 3 clusters Score -1574635 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1574972.375000 Penalty: 4748.640137
	Iteration 2F: 3 clusters Score -1574972 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1575306.750000 Penalty: 4748.640137
	Iteration 3Q: 3 clusters Score -1575307 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1575622.625000 Penalty: 4748.640137
	Iteration 4Q: 3 clusters Score -1575623 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1575984.500000 Penalty: 4748.640137
	Iteration 5Q: 3 clusters Score -1575984 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1576403.000000 Penalty: 4748.640137
	Iteration 6F: 3 clusters Score -1576403 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1576904.500000 Penalty: 4748.640137
	Iteration 7F: 3 clusters Score -1576904 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1577360.500000 Penalty: 4748.640137
	Iteration 8F: 3 clusters Score -1577360 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1577748.875000 Penalty: 4748.640137
	Iteration 9Q: 3 clusters Score -1577749 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1578039.375000 Penalty: 4748.640137
	Iteration 10Q: 3 clusters Score -1578039 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1578284.000000 Penalty: 4748.640137
	Iteration 11Q: 3 clusters Score -1578284 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1578479.750000 Penalty: 4748.640137
	Iteration 12Q: 3 clusters Score -1578480 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1578653.625000 Penalty: 4748.640137
	Iteration 13Q: 3 clusters Score -1578654 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1578797.625000 Penalty: 4748.640137
	Iteration 14Q: 3 clusters Score -1578798 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1578908.125000 Penalty: 4748.640137
	Iteration 15Q: 3 clusters Score -1578908 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1579000.750000 Penalty: 4748.640137
	Iteration 16Q: 3 clusters Score -1579001 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1579081.000000 Penalty: 4748.640137
	Iteration 17Q: 3 clusters Score -1579081 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1579162.000000 Penalty: 4748.640137
	Iteration 18Q: 3 clusters Score -1579162 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1579255.125000 Penalty: 4748.640137
	Iteration 19Q: 3 clusters Score -1579255 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1579335.875000 Penalty: 4748.640137
	Iteration 20F: 3 clusters Score -1579336 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1579417.500000 Penalty: 4748.640137
	Iteration 21Q: 3 clusters Score -1579418 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1579468.250000 Penalty: 4748.640137
	Iteration 22Q: 3 clusters Score -1579468 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1579521.750000 Penalty: 4748.640137
	Iteration 23Q: 3 clusters Score -1579522 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1579564.250000 Penalty: 4748.640137
	Iteration 24Q: 3 clusters Score -1579564 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1579604.625000 Penalty: 4748.640137
	Iteration 25Q: 3 clusters Score -1579605 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1579617.375000 Penalty: 4748.640137
	Iteration 26Q: 3 clusters Score -1579617 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1579642.750000 Penalty: 4748.640137
	Iteration 27Q: 3 clusters Score -1579643 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1579664.375000 Penalty: 4748.640137
	Iteration 28Q: 3 clusters Score -1579664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1579687.750000 Penalty: 4748.640137
	Iteration 29Q: 3 clusters Score -1579688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1579703.625000 Penalty: 4748.640137
	Iteration 30Q: 3 clusters Score -1579704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1579716.250000 Penalty: 4748.640137
	Iteration 31Q: 3 clusters Score -1579716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1579724.750000 Penalty: 4748.640137
	Iteration 32Q: 3 clusters Score -1579725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1579734.625000 Penalty: 4748.640137
	Iteration 33Q: 3 clusters Score -1579735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1579736.375000 Penalty: 4748.640137
	Iteration 34Q: 3 clusters Score -1579736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1579740.000000 Penalty: 4748.640137
	Iteration 35Q: 3 clusters Score -1579740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1579742.875000 Penalty: 4748.640137
	Iteration 36Q: 3 clusters Score -1579743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1579747.875000 Penalty: 4748.640137
	Iteration 37Q: 3 clusters Score -1579748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1579749.750000 Penalty: 4748.640137
	Iteration 38Q: 3 clusters Score -1579750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1579753.250000 Penalty: 4748.640137
	Iteration 39Q: 3 clusters Score -1579753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1579753.000000 Penalty: 4748.640137
	Iteration 40F: 3 clusters Score -1579753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1579751.875000 Penalty: 4748.640137
	Iteration 41Q: 3 clusters Score -1579752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1579751.875000 Penalty: 4748.640137
	Iteration 42F: 3 clusters Score -1579752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Entering Unmasked Estep 
Score: -179867.390625 Penalty: 1850.914062
	Iteration 0F: 2 clusters Score -179867.4 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 872 members 
Entering Unmasked Estep 
Score: -177454.734375 Penalty: 3701.828125
	Iteration 0F: 3 clusters Score -177454.7 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -177917.843750 Penalty: 3701.828125
	Iteration 1F: 3 clusters Score -177917.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -178046.515625 Penalty: 3701.828125
	Iteration 2F: 3 clusters Score -178046.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -178131.421875 Penalty: 3701.828125
	Iteration 3Q: 3 clusters Score -178131.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -178217.375000 Penalty: 3701.828125
	Iteration 4Q: 3 clusters Score -178217.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -178332.593750 Penalty: 3701.828125
	Iteration 5Q: 3 clusters Score -178332.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -178584.734375 Penalty: 3701.828125
	Iteration 6Q: 3 clusters Score -178584.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -179018.906250 Penalty: 3701.828125
	Iteration 7Q: 3 clusters Score -179018.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -179250.421875 Penalty: 3701.828125
	Iteration 8Q: 3 clusters Score -179250.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -179438.328125 Penalty: 3701.828125
	Iteration 9Q: 3 clusters Score -179438.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -179623.562500 Penalty: 3701.828125
	Iteration 10Q: 3 clusters Score -179623.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -179763.625000 Penalty: 3701.828125
	Iteration 11Q: 3 clusters Score -179763.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -179888.218750 Penalty: 3701.828125
	Iteration 12Q: 3 clusters Score -179888.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -180008.000000 Penalty: 3701.828125
	Iteration 13Q: 3 clusters Score -180008 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -180164.203125 Penalty: 3701.828125
	Iteration 14Q: 3 clusters Score -180164.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -180329.593750 Penalty: 3701.828125
	Iteration 15Q: 3 clusters Score -180329.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -180525.468750 Penalty: 3701.828125
	Iteration 16Q: 3 clusters Score -180525.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -180769.234375 Penalty: 3701.828125
	Iteration 17Q: 3 clusters Score -180769.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -181062.546875 Penalty: 3701.828125
	Iteration 18Q: 3 clusters Score -181062.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -181294.531250 Penalty: 3701.828125
	Iteration 19Q: 3 clusters Score -181294.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -181357.031250 Penalty: 3701.828125
	Iteration 20F: 3 clusters Score -181357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -181373.406250 Penalty: 3701.828125
	Iteration 21Q: 3 clusters Score -181373.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -181373.406250 Penalty: 3701.828125
	Iteration 22F: 3 clusters Score -181373.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 22901 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 12056 members 
Mstep: Class 5 contains 8509 members 
Mstep: Class 6 contains 19913 members 
Mstep: Class 7 contains 8222 members 
Mstep: Class 8 contains 3466 members 
Mstep: Class 9 contains 18483 members 
Mstep: Class 10 contains 14892 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 11543 members 
Mstep: Class 14 contains 2927 members 
Mstep: Class 15 contains 89447 members 
Mstep: Class 16 contains 14384 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 31729 members 
Mstep: Class 19 contains 45232 members 
Mstep: Class 20 contains 9947 members 
Mstep: Class 21 contains 18453 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 1924 members 
Mstep: Class 24 contains 29570 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 25502 members 
Mstep: Class 27 contains 13114 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 14288 members 
Mstep: Class 31 contains 73470 members 
Mstep: Class 32 contains 7502 members 
Mstep: Class 33 contains 17556 members 
Mstep: Class 34 contains 42779 members 
Mstep: Class 35 contains 14210 members 
Mstep: Class 36 contains 19266 members 
Mstep: Class 37 contains 709 members 
Mstep: Class 38 contains 370 members 
Entering Unmasked Estep 
Score: -64704276.000000 Penalty: 126111.687500
Splitting cluster 17 changes total score from -64683980.000000 to -64704276.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 18 (31729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Entering Unmasked Estep 
Score: -3079893.000000 Penalty: 2570.516602
	Iteration 0F: 2 clusters Score -3079893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -3058193.250000 Penalty: 5141.033203
	Iteration 0F: 3 clusters Score -3058193 nChanged 14380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -3066612.750000 Penalty: 5141.033203
	Iteration 1F: 3 clusters Score -3066613 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -3067643.750000 Penalty: 5141.033203
	Iteration 2F: 3 clusters Score -3067644 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -3068764.750000 Penalty: 5141.033203
	Iteration 3F: 3 clusters Score -3068765 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -3069979.250000 Penalty: 5141.033203
	Iteration 4F: 3 clusters Score -3069979 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -3071273.750000 Penalty: 5141.033203
	Iteration 5F: 3 clusters Score -3071274 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -3072502.250000 Penalty: 5141.033203
	Iteration 6F: 3 clusters Score -3072502 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -3073656.750000 Penalty: 5141.033203
	Iteration 7F: 3 clusters Score -3073657 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -3074685.500000 Penalty: 5141.033203
	Iteration 8Q: 3 clusters Score -3074686 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -3075590.250000 Penalty: 5141.033203
	Iteration 9Q: 3 clusters Score -3075590 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -3076255.750000 Penalty: 5141.033203
	Iteration 10Q: 3 clusters Score -3076256 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -3076730.250000 Penalty: 5141.033203
	Iteration 11Q: 3 clusters Score -3076730 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -3077093.000000 Penalty: 5141.033203
	Iteration 12Q: 3 clusters Score -3077093 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -3077362.250000 Penalty: 5141.033203
	Iteration 13Q: 3 clusters Score -3077362 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3077539.000000 Penalty: 5141.033203
	Iteration 14Q: 3 clusters Score -3077539 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3077676.750000 Penalty: 5141.033203
	Iteration 15Q: 3 clusters Score -3077677 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3077763.500000 Penalty: 5141.033203
	Iteration 16Q: 3 clusters Score -3077764 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3077844.000000 Penalty: 5141.033203
	Iteration 17Q: 3 clusters Score -3077844 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3077901.000000 Penalty: 5141.033203
	Iteration 18Q: 3 clusters Score -3077901 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3077946.500000 Penalty: 5141.033203
	Iteration 19Q: 3 clusters Score -3077946 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3077987.750000 Penalty: 5141.033203
	Iteration 20F: 3 clusters Score -3077988 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3078022.750000 Penalty: 5141.033203
	Iteration 21Q: 3 clusters Score -3078023 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3078046.250000 Penalty: 5141.033203
	Iteration 22Q: 3 clusters Score -3078046 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3078064.750000 Penalty: 5141.033203
	Iteration 23Q: 3 clusters Score -3078065 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3078092.500000 Penalty: 5141.033203
	Iteration 24Q: 3 clusters Score -3078092 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3078100.250000 Penalty: 5141.033203
	Iteration 25Q: 3 clusters Score -3078100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3078117.000000 Penalty: 5141.033203
	Iteration 26Q: 3 clusters Score -3078117 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3078135.500000 Penalty: 5141.033203
	Iteration 27Q: 3 clusters Score -3078136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3078139.000000 Penalty: 5141.033203
	Iteration 28Q: 3 clusters Score -3078139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3078143.750000 Penalty: 5141.033203
	Iteration 29Q: 3 clusters Score -3078144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3078152.250000 Penalty: 5141.033203
	Iteration 30Q: 3 clusters Score -3078152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3078158.000000 Penalty: 5141.033203
	Iteration 31Q: 3 clusters Score -3078158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3078161.250000 Penalty: 5141.033203
	Iteration 32Q: 3 clusters Score -3078161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3078162.000000 Penalty: 5141.033203
	Iteration 33Q: 3 clusters Score -3078162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3078164.750000 Penalty: 5141.033203
	Iteration 34Q: 3 clusters Score -3078165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3078162.000000 Penalty: 5141.033203
	Iteration 35Q: 3 clusters Score -3078162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3078171.000000 Penalty: 5141.033203
	Iteration 36Q: 3 clusters Score -3078171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3078170.750000 Penalty: 5141.033203
	Iteration 37Q: 3 clusters Score -3078171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3078172.500000 Penalty: 5141.033203
	Iteration 38Q: 3 clusters Score -3078172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3078173.250000 Penalty: 5141.033203
	Iteration 39Q: 3 clusters Score -3078173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3078177.000000 Penalty: 5141.033203
	Iteration 40F: 3 clusters Score -3078177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3078177.500000 Penalty: 5141.033203
	Iteration 41Q: 3 clusters Score -3078178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3078177.000000 Penalty: 5141.033203
	Iteration 42Q: 3 clusters Score -3078177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3078176.250000 Penalty: 5141.033203
	Iteration 43Q: 3 clusters Score -3078176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3078177.250000 Penalty: 5141.033203
	Iteration 44Q: 3 clusters Score -3078177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3078175.750000 Penalty: 5141.033203
	Iteration 45Q: 3 clusters Score -3078176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3078177.500000 Penalty: 5141.033203
	Iteration 46Q: 3 clusters Score -3078178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3078177.500000 Penalty: 5141.033203
	Iteration 47Q: 3 clusters Score -3078178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3078178.000000 Penalty: 5141.033203
	Iteration 48Q: 3 clusters Score -3078178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3078179.750000 Penalty: 5141.033203
	Iteration 49Q: 3 clusters Score -3078180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3078180.000000 Penalty: 5141.033203
	Iteration 50Q: 3 clusters Score -3078180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3078181.500000 Penalty: 5141.033203
	Iteration 51Q: 3 clusters Score -3078182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3078182.000000 Penalty: 5141.033203
	Iteration 52Q: 3 clusters Score -3078182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3078182.750000 Penalty: 5141.033203
	Iteration 53Q: 3 clusters Score -3078183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3078182.250000 Penalty: 5141.033203
	Iteration 54Q: 3 clusters Score -3078182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3078182.250000 Penalty: 5141.033203
	Iteration 55F: 3 clusters Score -3078182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (45232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Entering Unmasked Estep 
Score: -4451210.500000 Penalty: 2658.450684
	Iteration 0F: 2 clusters Score -4451210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -4420496.000000 Penalty: 5316.901367
	Iteration 0F: 3 clusters Score -4420496 nChanged 20836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -4432706.000000 Penalty: 5316.901367
	Iteration 1F: 3 clusters Score -4432706 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -4434090.000000 Penalty: 5316.901367
	Iteration 2F: 3 clusters Score -4434090 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -4435510.500000 Penalty: 5316.901367
	Iteration 3F: 3 clusters Score -4435510 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -4437031.500000 Penalty: 5316.901367
	Iteration 4F: 3 clusters Score -4437032 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -4438407.000000 Penalty: 5316.901367
	Iteration 5F: 3 clusters Score -4438407 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -4439579.500000 Penalty: 5316.901367
	Iteration 6F: 3 clusters Score -4439580 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -4440712.000000 Penalty: 5316.901367
	Iteration 7Q: 3 clusters Score -4440712 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -4441757.500000 Penalty: 5316.901367
	Iteration 8Q: 3 clusters Score -4441758 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -4442803.000000 Penalty: 5316.901367
	Iteration 9Q: 3 clusters Score -4442803 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -4443852.500000 Penalty: 5316.901367
	Iteration 10Q: 3 clusters Score -4443852 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -4444708.000000 Penalty: 5316.901367
	Iteration 11Q: 3 clusters Score -4444708 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -4445361.500000 Penalty: 5316.901367
	Iteration 12Q: 3 clusters Score -4445362 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -4445881.000000 Penalty: 5316.901367
	Iteration 13Q: 3 clusters Score -4445881 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -4446280.500000 Penalty: 5316.901367
	Iteration 14Q: 3 clusters Score -4446280 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -4446623.500000 Penalty: 5316.901367
	Iteration 15Q: 3 clusters Score -4446624 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -4446903.000000 Penalty: 5316.901367
	Iteration 16Q: 3 clusters Score -4446903 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -4447194.000000 Penalty: 5316.901367
	Iteration 17Q: 3 clusters Score -4447194 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -4447494.500000 Penalty: 5316.901367
	Iteration 18Q: 3 clusters Score -4447494 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -4447729.500000 Penalty: 5316.901367
	Iteration 19Q: 3 clusters Score -4447730 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -4447983.500000 Penalty: 5316.901367
	Iteration 20F: 3 clusters Score -4447984 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -4448252.500000 Penalty: 5316.901367
	Iteration 21Q: 3 clusters Score -4448252 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -4448590.000000 Penalty: 5316.901367
	Iteration 22Q: 3 clusters Score -4448590 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -4448879.000000 Penalty: 5316.901367
	Iteration 23Q: 3 clusters Score -4448879 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -4449112.500000 Penalty: 5316.901367
	Iteration 24Q: 3 clusters Score -4449112 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -4449253.500000 Penalty: 5316.901367
	Iteration 25Q: 3 clusters Score -4449254 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -4449355.000000 Penalty: 5316.901367
	Iteration 26Q: 3 clusters Score -4449355 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -4449434.500000 Penalty: 5316.901367
	Iteration 27Q: 3 clusters Score -4449434 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -4449477.500000 Penalty: 5316.901367
	Iteration 28Q: 3 clusters Score -4449478 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -4449504.500000 Penalty: 5316.901367
	Iteration 29Q: 3 clusters Score -4449504 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -4449502.000000 Penalty: 5316.901367
	Iteration 30Q: 3 clusters Score -4449502 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -4449521.500000 Penalty: 5316.901367
	Iteration 31Q: 3 clusters Score -4449522 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -4449527.000000 Penalty: 5316.901367
	Iteration 32Q: 3 clusters Score -4449527 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -4449520.000000 Penalty: 5316.901367
	Iteration 33Q: 3 clusters Score -4449520 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -4449521.500000 Penalty: 5316.901367
	Iteration 34Q: 3 clusters Score -4449522 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -4449521.500000 Penalty: 5316.901367
	Iteration 35Q: 3 clusters Score -4449522 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -4449523.500000 Penalty: 5316.901367
	Iteration 36Q: 3 clusters Score -4449524 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -4449525.500000 Penalty: 5316.901367
	Iteration 37Q: 3 clusters Score -4449526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -4449527.500000 Penalty: 5316.901367
	Iteration 38Q: 3 clusters Score -4449528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -4449525.500000 Penalty: 5316.901367
	Iteration 39Q: 3 clusters Score -4449526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -4449521.500000 Penalty: 5316.901367
	Iteration 40F: 3 clusters Score -4449522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -4449523.500000 Penalty: 5316.901367
	Iteration 41Q: 3 clusters Score -4449524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -4449530.000000 Penalty: 5316.901367
	Iteration 42Q: 3 clusters Score -4449530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -4449529.000000 Penalty: 5316.901367
	Iteration 43Q: 3 clusters Score -4449529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -4449527.500000 Penalty: 5316.901367
	Iteration 44Q: 3 clusters Score -4449528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -4449526.000000 Penalty: 5316.901367
	Iteration 45Q: 3 clusters Score -4449526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -4449529.500000 Penalty: 5316.901367
	Iteration 46Q: 3 clusters Score -4449530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -4449527.000000 Penalty: 5316.901367
	Iteration 47Q: 3 clusters Score -4449527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -4449525.000000 Penalty: 5316.901367
	Iteration 48Q: 3 clusters Score -4449525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -4449523.500000 Penalty: 5316.901367
	Iteration 49Q: 3 clusters Score -4449524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -4449523.500000 Penalty: 5316.901367
	Iteration 50Q: 3 clusters Score -4449524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -4449527.000000 Penalty: 5316.901367
	Iteration 51Q: 3 clusters Score -4449527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -4449529.500000 Penalty: 5316.901367
	Iteration 52Q: 3 clusters Score -4449530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -4449528.000000 Penalty: 5316.901367
	Iteration 53Q: 3 clusters Score -4449528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -4449528.500000 Penalty: 5316.901367
	Iteration 54Q: 3 clusters Score -4449528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -4449529.500000 Penalty: 5316.901367
	Iteration 55Q: 3 clusters Score -4449530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -4449527.500000 Penalty: 5316.901367
	Iteration 56Q: 3 clusters Score -4449528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -4449527.500000 Penalty: 5316.901367
	Iteration 57F: 3 clusters Score -4449528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Entering Unmasked Estep 
Score: -1063863.750000 Penalty: 2282.846680
	Iteration 0F: 2 clusters Score -1063864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1056238.875000 Penalty: 4565.693359
	Iteration 0F: 3 clusters Score -1056239 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1058496.250000 Penalty: 4565.693359
	Iteration 1F: 3 clusters Score -1058496 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1058872.750000 Penalty: 4565.693359
	Iteration 2F: 3 clusters Score -1058873 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1059226.250000 Penalty: 4565.693359
	Iteration 3F: 3 clusters Score -1059226 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1059580.750000 Penalty: 4565.693359
	Iteration 4F: 3 clusters Score -1059581 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1059919.125000 Penalty: 4565.693359
	Iteration 5F: 3 clusters Score -1059919 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1060241.500000 Penalty: 4565.693359
	Iteration 6F: 3 clusters Score -1060242 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1060483.375000 Penalty: 4565.693359
	Iteration 7Q: 3 clusters Score -1060483 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1060677.250000 Penalty: 4565.693359
	Iteration 8Q: 3 clusters Score -1060677 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1060869.625000 Penalty: 4565.693359
	Iteration 9Q: 3 clusters Score -1060870 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1061061.500000 Penalty: 4565.693359
	Iteration 10Q: 3 clusters Score -1061062 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1061225.750000 Penalty: 4565.693359
	Iteration 11Q: 3 clusters Score -1061226 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1061359.500000 Penalty: 4565.693359
	Iteration 12Q: 3 clusters Score -1061360 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1061449.250000 Penalty: 4565.693359
	Iteration 13Q: 3 clusters Score -1061449 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1061514.625000 Penalty: 4565.693359
	Iteration 14Q: 3 clusters Score -1061515 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1061574.375000 Penalty: 4565.693359
	Iteration 15Q: 3 clusters Score -1061574 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1061625.000000 Penalty: 4565.693359
	Iteration 16Q: 3 clusters Score -1061625 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1061672.000000 Penalty: 4565.693359
	Iteration 17Q: 3 clusters Score -1061672 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1061727.375000 Penalty: 4565.693359
	Iteration 18Q: 3 clusters Score -1061727 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1061780.000000 Penalty: 4565.693359
	Iteration 19Q: 3 clusters Score -1061780 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1061830.250000 Penalty: 4565.693359
	Iteration 20F: 3 clusters Score -1061830 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1061879.375000 Penalty: 4565.693359
	Iteration 21Q: 3 clusters Score -1061879 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1061925.250000 Penalty: 4565.693359
	Iteration 22Q: 3 clusters Score -1061925 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1061973.750000 Penalty: 4565.693359
	Iteration 23Q: 3 clusters Score -1061974 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1062035.875000 Penalty: 4565.693359
	Iteration 24Q: 3 clusters Score -1062036 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1062123.500000 Penalty: 4565.693359
	Iteration 25Q: 3 clusters Score -1062124 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1062210.125000 Penalty: 4565.693359
	Iteration 26Q: 3 clusters Score -1062210 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1062274.875000 Penalty: 4565.693359
	Iteration 27Q: 3 clusters Score -1062275 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1062324.125000 Penalty: 4565.693359
	Iteration 28Q: 3 clusters Score -1062324 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1062368.000000 Penalty: 4565.693359
	Iteration 29Q: 3 clusters Score -1062368 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1062395.625000 Penalty: 4565.693359
	Iteration 30Q: 3 clusters Score -1062396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1062415.875000 Penalty: 4565.693359
	Iteration 31Q: 3 clusters Score -1062416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1062434.125000 Penalty: 4565.693359
	Iteration 32Q: 3 clusters Score -1062434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1062444.500000 Penalty: 4565.693359
	Iteration 33Q: 3 clusters Score -1062444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1062456.125000 Penalty: 4565.693359
	Iteration 34Q: 3 clusters Score -1062456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1062462.125000 Penalty: 4565.693359
	Iteration 35Q: 3 clusters Score -1062462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1062470.375000 Penalty: 4565.693359
	Iteration 36Q: 3 clusters Score -1062470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1062478.500000 Penalty: 4565.693359
	Iteration 37Q: 3 clusters Score -1062478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1062480.125000 Penalty: 4565.693359
	Iteration 38Q: 3 clusters Score -1062480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1062486.125000 Penalty: 4565.693359
	Iteration 39Q: 3 clusters Score -1062486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1062489.750000 Penalty: 4565.693359
	Iteration 40F: 3 clusters Score -1062490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1062490.750000 Penalty: 4565.693359
	Iteration 41Q: 3 clusters Score -1062491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1062490.750000 Penalty: 4565.693359
	Iteration 42F: 3 clusters Score -1062491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Entering Unmasked Estep 
Score: -1765672.125000 Penalty: 2436.099609
	Iteration 0F: 2 clusters Score -1765672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1752492.000000 Penalty: 4872.199219
	Iteration 0F: 3 clusters Score -1752492 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1757105.875000 Penalty: 4872.199219
	Iteration 1F: 3 clusters Score -1757106 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1757797.000000 Penalty: 4872.199219
	Iteration 2F: 3 clusters Score -1757797 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1758460.500000 Penalty: 4872.199219
	Iteration 3F: 3 clusters Score -1758460 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1759164.375000 Penalty: 4872.199219
	Iteration 4F: 3 clusters Score -1759164 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1759893.500000 Penalty: 4872.199219
	Iteration 5F: 3 clusters Score -1759894 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1760617.125000 Penalty: 4872.199219
	Iteration 6F: 3 clusters Score -1760617 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1761286.250000 Penalty: 4872.199219
	Iteration 7F: 3 clusters Score -1761286 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1761845.375000 Penalty: 4872.199219
	Iteration 8F: 3 clusters Score -1761845 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1762326.875000 Penalty: 4872.199219
	Iteration 9Q: 3 clusters Score -1762327 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1762677.625000 Penalty: 4872.199219
	Iteration 10Q: 3 clusters Score -1762678 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1762939.000000 Penalty: 4872.199219
	Iteration 11Q: 3 clusters Score -1762939 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1763103.875000 Penalty: 4872.199219
	Iteration 12Q: 3 clusters Score -1763104 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1763221.500000 Penalty: 4872.199219
	Iteration 13Q: 3 clusters Score -1763222 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1763312.375000 Penalty: 4872.199219
	Iteration 14Q: 3 clusters Score -1763312 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1763390.500000 Penalty: 4872.199219
	Iteration 15Q: 3 clusters Score -1763390 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1763472.875000 Penalty: 4872.199219
	Iteration 16Q: 3 clusters Score -1763473 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1763535.000000 Penalty: 4872.199219
	Iteration 17Q: 3 clusters Score -1763535 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1763585.875000 Penalty: 4872.199219
	Iteration 18Q: 3 clusters Score -1763586 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1763632.125000 Penalty: 4872.199219
	Iteration 19Q: 3 clusters Score -1763632 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1763695.250000 Penalty: 4872.199219
	Iteration 20F: 3 clusters Score -1763695 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1763743.500000 Penalty: 4872.199219
	Iteration 21Q: 3 clusters Score -1763744 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -1763797.125000 Penalty: 4872.199219
	Iteration 22Q: 3 clusters Score -1763797 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1763865.125000 Penalty: 4872.199219
	Iteration 23Q: 3 clusters Score -1763865 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -1763913.125000 Penalty: 4872.199219
	Iteration 24Q: 3 clusters Score -1763913 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1763958.250000 Penalty: 4872.199219
	Iteration 25Q: 3 clusters Score -1763958 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -1764005.625000 Penalty: 4872.199219
	Iteration 26Q: 3 clusters Score -1764006 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1764042.500000 Penalty: 4872.199219
	Iteration 27Q: 3 clusters Score -1764042 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -1764095.000000 Penalty: 4872.199219
	Iteration 28Q: 3 clusters Score -1764095 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1764146.125000 Penalty: 4872.199219
	Iteration 29Q: 3 clusters Score -1764146 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1764177.250000 Penalty: 4872.199219
	Iteration 30Q: 3 clusters Score -1764177 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -1764216.250000 Penalty: 4872.199219
	Iteration 31Q: 3 clusters Score -1764216 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -1764244.375000 Penalty: 4872.199219
	Iteration 32Q: 3 clusters Score -1764244 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -1764295.375000 Penalty: 4872.199219
	Iteration 33Q: 3 clusters Score -1764295 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -1764340.250000 Penalty: 4872.199219
	Iteration 34Q: 3 clusters Score -1764340 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -1764373.625000 Penalty: 4872.199219
	Iteration 35Q: 3 clusters Score -1764374 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -1764396.875000 Penalty: 4872.199219
	Iteration 36Q: 3 clusters Score -1764397 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -1764408.250000 Penalty: 4872.199219
	Iteration 37Q: 3 clusters Score -1764408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -1764414.625000 Penalty: 4872.199219
	Iteration 38Q: 3 clusters Score -1764415 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -1764426.750000 Penalty: 4872.199219
	Iteration 39Q: 3 clusters Score -1764427 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -1764440.125000 Penalty: 4872.199219
	Iteration 40F: 3 clusters Score -1764440 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -1764453.625000 Penalty: 4872.199219
	Iteration 41Q: 3 clusters Score -1764454 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -1764466.875000 Penalty: 4872.199219
	Iteration 42Q: 3 clusters Score -1764467 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -1764476.750000 Penalty: 4872.199219
	Iteration 43Q: 3 clusters Score -1764477 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -1764491.125000 Penalty: 4872.199219
	Iteration 44Q: 3 clusters Score -1764491 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -1764493.500000 Penalty: 4872.199219
	Iteration 45Q: 3 clusters Score -1764494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -1764502.125000 Penalty: 4872.199219
	Iteration 46Q: 3 clusters Score -1764502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -1764505.250000 Penalty: 4872.199219
	Iteration 47Q: 3 clusters Score -1764505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -1764506.875000 Penalty: 4872.199219
	Iteration 48Q: 3 clusters Score -1764507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -1764508.125000 Penalty: 4872.199219
	Iteration 49Q: 3 clusters Score -1764508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -1764514.125000 Penalty: 4872.199219
	Iteration 50Q: 3 clusters Score -1764514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -1764516.500000 Penalty: 4872.199219
	Iteration 51Q: 3 clusters Score -1764516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -1764519.000000 Penalty: 4872.199219
	Iteration 52Q: 3 clusters Score -1764519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -1764518.625000 Penalty: 4872.199219
	Iteration 53Q: 3 clusters Score -1764519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -1764525.625000 Penalty: 4872.199219
	Iteration 54Q: 3 clusters Score -1764526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -1764529.250000 Penalty: 4872.199219
	Iteration 55Q: 3 clusters Score -1764529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -1764537.000000 Penalty: 4872.199219
	Iteration 56Q: 3 clusters Score -1764537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -1764534.375000 Penalty: 4872.199219
	Iteration 57Q: 3 clusters Score -1764534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -1764534.625000 Penalty: 4872.199219
	Iteration 58Q: 3 clusters Score -1764535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -1764537.625000 Penalty: 4872.199219
	Iteration 59Q: 3 clusters Score -1764538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -1764539.625000 Penalty: 4872.199219
	Iteration 60F: 3 clusters Score -1764540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -1764537.625000 Penalty: 4872.199219
	Iteration 61Q: 3 clusters Score -1764538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -1764537.000000 Penalty: 4872.199219
	Iteration 62Q: 3 clusters Score -1764537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -1764535.625000 Penalty: 4872.199219
	Iteration 63Q: 3 clusters Score -1764536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -1764533.500000 Penalty: 4872.199219
	Iteration 64Q: 3 clusters Score -1764534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -1764536.000000 Penalty: 4872.199219
	Iteration 65Q: 3 clusters Score -1764536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -1764534.375000 Penalty: 4872.199219
	Iteration 66Q: 3 clusters Score -1764534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -1764533.750000 Penalty: 4872.199219
	Iteration 67Q: 3 clusters Score -1764534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -1764533.750000 Penalty: 4872.199219
	Iteration 68F: 3 clusters Score -1764534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Entering Unmasked Estep 
Score: -336188.406250 Penalty: 2015.815918
	Iteration 0F: 2 clusters Score -336188.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -332732.781250 Penalty: 4031.631836
	Iteration 0F: 3 clusters Score -332732.8 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -333524.312500 Penalty: 4031.631836
	Iteration 1F: 3 clusters Score -333524.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -333676.312500 Penalty: 4031.631836
	Iteration 2F: 3 clusters Score -333676.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -333754.500000 Penalty: 4031.631836
	Iteration 3Q: 3 clusters Score -333754.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -333799.781250 Penalty: 4031.631836
	Iteration 4Q: 3 clusters Score -333799.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -333847.281250 Penalty: 4031.631836
	Iteration 5Q: 3 clusters Score -333847.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -333899.937500 Penalty: 4031.631836
	Iteration 6Q: 3 clusters Score -333899.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -333951.531250 Penalty: 4031.631836
	Iteration 7Q: 3 clusters Score -333951.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -334024.531250 Penalty: 4031.631836
	Iteration 8Q: 3 clusters Score -334024.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -334091.468750 Penalty: 4031.631836
	Iteration 9Q: 3 clusters Score -334091.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -334138.343750 Penalty: 4031.631836
	Iteration 10Q: 3 clusters Score -334138.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -334178.968750 Penalty: 4031.631836
	Iteration 11Q: 3 clusters Score -334179 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -334229.031250 Penalty: 4031.631836
	Iteration 12Q: 3 clusters Score -334229 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -334278.875000 Penalty: 4031.631836
	Iteration 13Q: 3 clusters Score -334278.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -334318.125000 Penalty: 4031.631836
	Iteration 14Q: 3 clusters Score -334318.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -334364.218750 Penalty: 4031.631836
	Iteration 15Q: 3 clusters Score -334364.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -334415.718750 Penalty: 4031.631836
	Iteration 16Q: 3 clusters Score -334415.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -334469.625000 Penalty: 4031.631836
	Iteration 17Q: 3 clusters Score -334469.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -334520.500000 Penalty: 4031.631836
	Iteration 18Q: 3 clusters Score -334520.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -334568.843750 Penalty: 4031.631836
	Iteration 19Q: 3 clusters Score -334568.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -334640.750000 Penalty: 4031.631836
	Iteration 20F: 3 clusters Score -334640.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -334716.593750 Penalty: 4031.631836
	Iteration 21Q: 3 clusters Score -334716.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -334778.031250 Penalty: 4031.631836
	Iteration 22Q: 3 clusters Score -334778 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -334818.375000 Penalty: 4031.631836
	Iteration 23Q: 3 clusters Score -334818.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -334846.750000 Penalty: 4031.631836
	Iteration 24Q: 3 clusters Score -334846.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -334871.468750 Penalty: 4031.631836
	Iteration 25Q: 3 clusters Score -334871.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -334901.937500 Penalty: 4031.631836
	Iteration 26Q: 3 clusters Score -334901.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -334921.875000 Penalty: 4031.631836
	Iteration 27Q: 3 clusters Score -334921.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -334935.000000 Penalty: 4031.631836
	Iteration 28Q: 3 clusters Score -334935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -334948.875000 Penalty: 4031.631836
	Iteration 29Q: 3 clusters Score -334948.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -334958.093750 Penalty: 4031.631836
	Iteration 30Q: 3 clusters Score -334958.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -334966.187500 Penalty: 4031.631836
	Iteration 31Q: 3 clusters Score -334966.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -334970.656250 Penalty: 4031.631836
	Iteration 32Q: 3 clusters Score -334970.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -334974.562500 Penalty: 4031.631836
	Iteration 33Q: 3 clusters Score -334974.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -334975.687500 Penalty: 4031.631836
	Iteration 34Q: 3 clusters Score -334975.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -334976.531250 Penalty: 4031.631836
	Iteration 35Q: 3 clusters Score -334976.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -334977.781250 Penalty: 4031.631836
	Iteration 36Q: 3 clusters Score -334977.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -334978.250000 Penalty: 4031.631836
	Iteration 37Q: 3 clusters Score -334978.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -334979.875000 Penalty: 4031.631836
	Iteration 38Q: 3 clusters Score -334979.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -334982.937500 Penalty: 4031.631836
	Iteration 39Q: 3 clusters Score -334982.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -334985.062500 Penalty: 4031.631836
	Iteration 40F: 3 clusters Score -334985.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -334987.687500 Penalty: 4031.631836
	Iteration 41Q: 3 clusters Score -334987.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -334987.687500 Penalty: 4031.631836
	Iteration 42F: 3 clusters Score -334987.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -180336.687500 Penalty: 1875.416016
	Iteration 0F: 2 clusters Score -180336.7 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: -177746.812500 Penalty: 3750.832031
	Iteration 0F: 3 clusters Score -177746.8 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -178264.906250 Penalty: 3750.832031
	Iteration 1F: 3 clusters Score -178264.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -178428.328125 Penalty: 3750.832031
	Iteration 2F: 3 clusters Score -178428.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -178520.078125 Penalty: 3750.832031
	Iteration 3Q: 3 clusters Score -178520.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -178588.734375 Penalty: 3750.832031
	Iteration 4Q: 3 clusters Score -178588.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -178641.156250 Penalty: 3750.832031
	Iteration 5Q: 3 clusters Score -178641.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -178703.062500 Penalty: 3750.832031
	Iteration 6Q: 3 clusters Score -178703.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -178755.593750 Penalty: 3750.832031
	Iteration 7Q: 3 clusters Score -178755.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -178799.031250 Penalty: 3750.832031
	Iteration 8Q: 3 clusters Score -178799 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -178829.171875 Penalty: 3750.832031
	Iteration 9Q: 3 clusters Score -178829.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -178846.937500 Penalty: 3750.832031
	Iteration 10Q: 3 clusters Score -178846.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -178858.093750 Penalty: 3750.832031
	Iteration 11Q: 3 clusters Score -178858.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -178871.000000 Penalty: 3750.832031
	Iteration 12Q: 3 clusters Score -178871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -178887.171875 Penalty: 3750.832031
	Iteration 13Q: 3 clusters Score -178887.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -178898.812500 Penalty: 3750.832031
	Iteration 14Q: 3 clusters Score -178898.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -178913.687500 Penalty: 3750.832031
	Iteration 15Q: 3 clusters Score -178913.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -178936.578125 Penalty: 3750.832031
	Iteration 16Q: 3 clusters Score -178936.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -178954.750000 Penalty: 3750.832031
	Iteration 17Q: 3 clusters Score -178954.8 nChanged 20
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: -178977.875000 Penalty: 3750.832031
	Iteration 18Q: 3 clusters Score -178977.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -178983.187500 Penalty: 3750.832031
	Iteration 19Q: 3 clusters Score -178983.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -178991.828125 Penalty: 3750.832031
	Iteration 20F: 3 clusters Score -178991.8 nChanged 11
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: -179011.046875 Penalty: 3750.832031
	Iteration 21Q: 3 clusters Score -179011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -179031.078125 Penalty: 3750.832031
	Iteration 22Q: 3 clusters Score -179031.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -179045.890625 Penalty: 3750.832031
	Iteration 23Q: 3 clusters Score -179045.9 nChanged 16
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: -179058.171875 Penalty: 3750.832031
	Iteration 24Q: 3 clusters Score -179058.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -179068.218750 Penalty: 3750.832031
	Iteration 25Q: 3 clusters Score -179068.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -179076.828125 Penalty: 3750.832031
	Iteration 26Q: 3 clusters Score -179076.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -179088.265625 Penalty: 3750.832031
	Iteration 27Q: 3 clusters Score -179088.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -179097.390625 Penalty: 3750.832031
	Iteration 28Q: 3 clusters Score -179097.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -179102.765625 Penalty: 3750.832031
	Iteration 29Q: 3 clusters Score -179102.8 nChanged 7
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: -179109.046875 Penalty: 3750.832031
	Iteration 30Q: 3 clusters Score -179109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -179115.453125 Penalty: 3750.832031
	Iteration 31Q: 3 clusters Score -179115.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -179119.750000 Penalty: 3750.832031
	Iteration 32Q: 3 clusters Score -179119.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -179121.656250 Penalty: 3750.832031
	Iteration 33Q: 3 clusters Score -179121.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -179122.093750 Penalty: 3750.832031
	Iteration 34Q: 3 clusters Score -179122.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -179122.093750 Penalty: 3750.832031
	Iteration 35F: 3 clusters Score -179122.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (29570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Entering Unmasked Estep 
Score: -3119796.250000 Penalty: 2553.039795
	Iteration 0F: 2 clusters Score -3119796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -3099688.750000 Penalty: 5106.079590
	Iteration 0F: 3 clusters Score -3099689 nChanged 13164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -3108123.000000 Penalty: 5106.079590
	Iteration 1F: 3 clusters Score -3108123 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -3111136.500000 Penalty: 5106.079590
	Iteration 2F: 3 clusters Score -3111136 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -3114459.500000 Penalty: 5106.079590
	Iteration 3F: 3 clusters Score -3114460 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -3117089.500000 Penalty: 5106.079590
	Iteration 4F: 3 clusters Score -3117090 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -3118864.250000 Penalty: 5106.079590
	Iteration 5F: 3 clusters Score -3118864 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -3119848.750000 Penalty: 5106.079590
	Iteration 6F: 3 clusters Score -3119849 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -3120379.500000 Penalty: 5106.079590
	Iteration 7Q: 3 clusters Score -3120380 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -3120737.750000 Penalty: 5106.079590
	Iteration 8Q: 3 clusters Score -3120738 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -3120958.500000 Penalty: 5106.079590
	Iteration 9Q: 3 clusters Score -3120958 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -3121090.500000 Penalty: 5106.079590
	Iteration 10Q: 3 clusters Score -3121090 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -3121159.750000 Penalty: 5106.079590
	Iteration 11Q: 3 clusters Score -3121160 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -3121222.000000 Penalty: 5106.079590
	Iteration 12Q: 3 clusters Score -3121222 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -3121271.500000 Penalty: 5106.079590
	Iteration 13Q: 3 clusters Score -3121272 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -3121335.500000 Penalty: 5106.079590
	Iteration 14Q: 3 clusters Score -3121336 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -3121423.500000 Penalty: 5106.079590
	Iteration 15Q: 3 clusters Score -3121424 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -3121524.000000 Penalty: 5106.079590
	Iteration 16Q: 3 clusters Score -3121524 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -3121694.500000 Penalty: 5106.079590
	Iteration 17Q: 3 clusters Score -3121694 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -3121938.750000 Penalty: 5106.079590
	Iteration 18Q: 3 clusters Score -3121939 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -3122225.250000 Penalty: 5106.079590
	Iteration 19Q: 3 clusters Score -3122225 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -3122501.500000 Penalty: 5106.079590
	Iteration 20F: 3 clusters Score -3122502 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -3122624.000000 Penalty: 5106.079590
	Iteration 21Q: 3 clusters Score -3122624 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -3122695.000000 Penalty: 5106.079590
	Iteration 22Q: 3 clusters Score -3122695 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -3122736.750000 Penalty: 5106.079590
	Iteration 23Q: 3 clusters Score -3122737 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -3122789.250000 Penalty: 5106.079590
	Iteration 24Q: 3 clusters Score -3122789 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -3122836.000000 Penalty: 5106.079590
	Iteration 25Q: 3 clusters Score -3122836 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -3122894.250000 Penalty: 5106.079590
	Iteration 26Q: 3 clusters Score -3122894 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -3122964.500000 Penalty: 5106.079590
	Iteration 27Q: 3 clusters Score -3122964 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -3123021.250000 Penalty: 5106.079590
	Iteration 28Q: 3 clusters Score -3123021 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -3123102.250000 Penalty: 5106.079590
	Iteration 29Q: 3 clusters Score -3123102 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -3123180.250000 Penalty: 5106.079590
	Iteration 30Q: 3 clusters Score -3123180 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -3123248.000000 Penalty: 5106.079590
	Iteration 31Q: 3 clusters Score -3123248 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -3123314.000000 Penalty: 5106.079590
	Iteration 32Q: 3 clusters Score -3123314 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -3123367.250000 Penalty: 5106.079590
	Iteration 33Q: 3 clusters Score -3123367 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -3123416.750000 Penalty: 5106.079590
	Iteration 34Q: 3 clusters Score -3123417 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -3123457.500000 Penalty: 5106.079590
	Iteration 35Q: 3 clusters Score -3123458 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -3123500.000000 Penalty: 5106.079590
	Iteration 36Q: 3 clusters Score -3123500 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -3123529.500000 Penalty: 5106.079590
	Iteration 37Q: 3 clusters Score -3123530 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -3123553.250000 Penalty: 5106.079590
	Iteration 38Q: 3 clusters Score -3123553 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -3123585.750000 Penalty: 5106.079590
	Iteration 39Q: 3 clusters Score -3123586 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -3123601.500000 Penalty: 5106.079590
	Iteration 40F: 3 clusters Score -3123602 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -3123624.500000 Penalty: 5106.079590
	Iteration 41Q: 3 clusters Score -3123624 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -3123628.250000 Penalty: 5106.079590
	Iteration 42Q: 3 clusters Score -3123628 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -3123649.000000 Penalty: 5106.079590
	Iteration 43Q: 3 clusters Score -3123649 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -3123664.000000 Penalty: 5106.079590
	Iteration 44Q: 3 clusters Score -3123664 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -3123667.750000 Penalty: 5106.079590
	Iteration 45Q: 3 clusters Score -3123668 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -3123679.250000 Penalty: 5106.079590
	Iteration 46Q: 3 clusters Score -3123679 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -3123693.000000 Penalty: 5106.079590
	Iteration 47Q: 3 clusters Score -3123693 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -3123696.250000 Penalty: 5106.079590
	Iteration 48Q: 3 clusters Score -3123696 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -3123697.250000 Penalty: 5106.079590
	Iteration 49Q: 3 clusters Score -3123697 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -3123696.500000 Penalty: 5106.079590
	Iteration 50Q: 3 clusters Score -3123696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -3123702.500000 Penalty: 5106.079590
	Iteration 51Q: 3 clusters Score -3123702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -3123705.750000 Penalty: 5106.079590
	Iteration 52Q: 3 clusters Score -3123706 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -3123710.250000 Penalty: 5106.079590
	Iteration 53Q: 3 clusters Score -3123710 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -3123714.750000 Penalty: 5106.079590
	Iteration 54Q: 3 clusters Score -3123715 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -3123712.500000 Penalty: 5106.079590
	Iteration 55Q: 3 clusters Score -3123712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -3123705.500000 Penalty: 5106.079590
	Iteration 56Q: 3 clusters Score -3123706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -3123706.750000 Penalty: 5106.079590
	Iteration 57Q: 3 clusters Score -3123707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -3123704.250000 Penalty: 5106.079590
	Iteration 58Q: 3 clusters Score -3123704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -3123704.250000 Penalty: 5106.079590
	Iteration 59Q: 3 clusters Score -3123704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -3123710.500000 Penalty: 5106.079590
	Iteration 60F: 3 clusters Score -3123710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -3123711.750000 Penalty: 5106.079590
	Iteration 61Q: 3 clusters Score -3123712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -3123717.000000 Penalty: 5106.079590
	Iteration 62Q: 3 clusters Score -3123717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -3123716.000000 Penalty: 5106.079590
	Iteration 63Q: 3 clusters Score -3123716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -3123730.250000 Penalty: 5106.079590
	Iteration 64Q: 3 clusters Score -3123730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -3123727.250000 Penalty: 5106.079590
	Iteration 65Q: 3 clusters Score -3123727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -3123727.750000 Penalty: 5106.079590
	Iteration 66Q: 3 clusters Score -3123728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -3123732.000000 Penalty: 5106.079590
	Iteration 67Q: 3 clusters Score -3123732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -3123733.000000 Penalty: 5106.079590
	Iteration 68Q: 3 clusters Score -3123733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -3123728.250000 Penalty: 5106.079590
	Iteration 69Q: 3 clusters Score -3123728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -3123724.750000 Penalty: 5106.079590
	Iteration 70Q: 3 clusters Score -3123725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -3123730.500000 Penalty: 5106.079590
	Iteration 71Q: 3 clusters Score -3123730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -3123734.750000 Penalty: 5106.079590
	Iteration 72Q: 3 clusters Score -3123735 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -3123741.000000 Penalty: 5106.079590
	Iteration 73Q: 3 clusters Score -3123741 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -3123746.500000 Penalty: 5106.079590
	Iteration 74Q: 3 clusters Score -3123746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -3123740.500000 Penalty: 5106.079590
	Iteration 75Q: 3 clusters Score -3123740 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -3123747.000000 Penalty: 5106.079590
	Iteration 76Q: 3 clusters Score -3123747 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -3123753.500000 Penalty: 5106.079590
	Iteration 77Q: 3 clusters Score -3123754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -3123748.750000 Penalty: 5106.079590
	Iteration 78Q: 3 clusters Score -3123749 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -3123744.250000 Penalty: 5106.079590
	Iteration 79Q: 3 clusters Score -3123744 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -3123739.500000 Penalty: 5106.079590
	Iteration 80F: 3 clusters Score -3123740 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -3123746.250000 Penalty: 5106.079590
	Iteration 81Q: 3 clusters Score -3123746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -3123748.500000 Penalty: 5106.079590
	Iteration 82Q: 3 clusters Score -3123748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -3123758.000000 Penalty: 5106.079590
	Iteration 83Q: 3 clusters Score -3123758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -3123761.250000 Penalty: 5106.079590
	Iteration 84Q: 3 clusters Score -3123761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -3123762.750000 Penalty: 5106.079590
	Iteration 85Q: 3 clusters Score -3123763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -3123759.250000 Penalty: 5106.079590
	Iteration 86Q: 3 clusters Score -3123759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -3123760.500000 Penalty: 5106.079590
	Iteration 87Q: 3 clusters Score -3123760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -3123757.750000 Penalty: 5106.079590
	Iteration 88Q: 3 clusters Score -3123758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -3123756.250000 Penalty: 5106.079590
	Iteration 89Q: 3 clusters Score -3123756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -3123761.500000 Penalty: 5106.079590
	Iteration 90Q: 3 clusters Score -3123762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -3123757.750000 Penalty: 5106.079590
	Iteration 91Q: 3 clusters Score -3123758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -3123757.000000 Penalty: 5106.079590
	Iteration 92Q: 3 clusters Score -3123757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -3123761.750000 Penalty: 5106.079590
	Iteration 93Q: 3 clusters Score -3123762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -3123763.500000 Penalty: 5106.079590
	Iteration 94Q: 3 clusters Score -3123764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -3123761.500000 Penalty: 5106.079590
	Iteration 95Q: 3 clusters Score -3123762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -3123764.750000 Penalty: 5106.079590
	Iteration 96Q: 3 clusters Score -3123765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -3123763.500000 Penalty: 5106.079590
	Iteration 97Q: 3 clusters Score -3123764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -3123763.500000 Penalty: 5106.079590
	Iteration 98F: 3 clusters Score -3123764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 22901 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 12056 members 
Mstep: Class 5 contains 8509 members 
Mstep: Class 6 contains 19913 members 
Mstep: Class 7 contains 8222 members 
Mstep: Class 8 contains 3466 members 
Mstep: Class 9 contains 18483 members 
Mstep: Class 10 contains 14892 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 11543 members 
Mstep: Class 14 contains 2927 members 
Mstep: Class 15 contains 89447 members 
Mstep: Class 16 contains 14384 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 31729 members 
Mstep: Class 19 contains 45232 members 
Mstep: Class 20 contains 9947 members 
Mstep: Class 21 contains 18453 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 1924 members 
Mstep: Class 24 contains 21491 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 25502 members 
Mstep: Class 27 contains 13114 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 14288 members 
Mstep: Class 31 contains 73470 members 
Mstep: Class 32 contains 7502 members 
Mstep: Class 33 contains 17556 members 
Mstep: Class 34 contains 42779 members 
Mstep: Class 35 contains 14210 members 
Mstep: Class 36 contains 19266 members 
Mstep: Class 37 contains 709 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 8079 members 
Entering Unmasked Estep 
Score: -64707384.000000 Penalty: 129430.414062
Splitting cluster 24 changes total score from -64683980.000000 to -64707384.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 25 (8903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Entering Unmasked Estep 
Score: -951834.687500 Penalty: 2255.347656
	Iteration 0F: 2 clusters Score -951834.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -944864.375000 Penalty: 4510.695312
	Iteration 0F: 3 clusters Score -944864.4 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -946982.187500 Penalty: 4510.695312
	Iteration 1F: 3 clusters Score -946982.2 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -947459.187500 Penalty: 4510.695312
	Iteration 2F: 3 clusters Score -947459.2 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -947959.687500 Penalty: 4510.695312
	Iteration 3F: 3 clusters Score -947959.7 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -948516.187500 Penalty: 4510.695312
	Iteration 4F: 3 clusters Score -948516.2 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -949151.750000 Penalty: 4510.695312
	Iteration 5F: 3 clusters Score -949151.8 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -949774.187500 Penalty: 4510.695312
	Iteration 6F: 3 clusters Score -949774.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -950339.312500 Penalty: 4510.695312
	Iteration 7F: 3 clusters Score -950339.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -950800.937500 Penalty: 4510.695312
	Iteration 8F: 3 clusters Score -950800.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -951054.375000 Penalty: 4510.695312
	Iteration 9Q: 3 clusters Score -951054.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -951194.687500 Penalty: 4510.695312
	Iteration 10Q: 3 clusters Score -951194.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -951281.500000 Penalty: 4510.695312
	Iteration 11Q: 3 clusters Score -951281.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -951334.187500 Penalty: 4510.695312
	Iteration 12Q: 3 clusters Score -951334.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -951373.687500 Penalty: 4510.695312
	Iteration 13Q: 3 clusters Score -951373.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -951410.062500 Penalty: 4510.695312
	Iteration 14Q: 3 clusters Score -951410.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -951436.187500 Penalty: 4510.695312
	Iteration 15Q: 3 clusters Score -951436.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -951455.000000 Penalty: 4510.695312
	Iteration 16Q: 3 clusters Score -951455 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -951462.375000 Penalty: 4510.695312
	Iteration 17Q: 3 clusters Score -951462.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -951470.000000 Penalty: 4510.695312
	Iteration 18Q: 3 clusters Score -951470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -951472.937500 Penalty: 4510.695312
	Iteration 19Q: 3 clusters Score -951472.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -951478.937500 Penalty: 4510.695312
	Iteration 20F: 3 clusters Score -951478.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -951483.812500 Penalty: 4510.695312
	Iteration 21Q: 3 clusters Score -951483.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -951487.562500 Penalty: 4510.695312
	Iteration 22Q: 3 clusters Score -951487.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -951486.250000 Penalty: 4510.695312
	Iteration 23Q: 3 clusters Score -951486.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -951487.812500 Penalty: 4510.695312
	Iteration 24Q: 3 clusters Score -951487.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -951487.812500 Penalty: 4510.695312
	Iteration 25Q: 3 clusters Score -951487.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -951493.312500 Penalty: 4510.695312
	Iteration 26Q: 3 clusters Score -951493.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -951493.812500 Penalty: 4510.695312
	Iteration 27Q: 3 clusters Score -951493.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -951493.750000 Penalty: 4510.695312
	Iteration 28Q: 3 clusters Score -951493.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -951496.125000 Penalty: 4510.695312
	Iteration 29Q: 3 clusters Score -951496.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -951495.437500 Penalty: 4510.695312
	Iteration 30Q: 3 clusters Score -951495.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -951495.437500 Penalty: 4510.695312
	Iteration 31F: 3 clusters Score -951495.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (25502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Entering Unmasked Estep 
Score: -2766570.500000 Penalty: 2516.334961
	Iteration 0F: 2 clusters Score -2766570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2749006.500000 Penalty: 5032.669922
	Iteration 0F: 3 clusters Score -2749006 nChanged 11420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2755401.500000 Penalty: 5032.669922
	Iteration 1F: 3 clusters Score -2755402 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2756200.250000 Penalty: 5032.669922
	Iteration 2F: 3 clusters Score -2756200 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -2757231.000000 Penalty: 5032.669922
	Iteration 3F: 3 clusters Score -2757231 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2758633.750000 Penalty: 5032.669922
	Iteration 4F: 3 clusters Score -2758634 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2760236.000000 Penalty: 5032.669922
	Iteration 5F: 3 clusters Score -2760236 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2761833.750000 Penalty: 5032.669922
	Iteration 6F: 3 clusters Score -2761834 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -2763165.000000 Penalty: 5032.669922
	Iteration 7F: 3 clusters Score -2763165 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2764324.500000 Penalty: 5032.669922
	Iteration 8Q: 3 clusters Score -2764324 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -2765283.000000 Penalty: 5032.669922
	Iteration 9Q: 3 clusters Score -2765283 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -2766020.250000 Penalty: 5032.669922
	Iteration 10Q: 3 clusters Score -2766020 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -2766400.750000 Penalty: 5032.669922
	Iteration 11Q: 3 clusters Score -2766401 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -2766532.250000 Penalty: 5032.669922
	Iteration 12Q: 3 clusters Score -2766532 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -2766584.500000 Penalty: 5032.669922
	Iteration 13Q: 3 clusters Score -2766584 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -2766607.500000 Penalty: 5032.669922
	Iteration 14Q: 3 clusters Score -2766608 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -2766615.500000 Penalty: 5032.669922
	Iteration 15Q: 3 clusters Score -2766616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -2766615.000000 Penalty: 5032.669922
	Iteration 16Q: 3 clusters Score -2766615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -2766618.500000 Penalty: 5032.669922
	Iteration 17Q: 3 clusters Score -2766618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -2766620.500000 Penalty: 5032.669922
	Iteration 18Q: 3 clusters Score -2766620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -2766620.000000 Penalty: 5032.669922
	Iteration 19Q: 3 clusters Score -2766620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -2766622.500000 Penalty: 5032.669922
	Iteration 20F: 3 clusters Score -2766622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -2766624.000000 Penalty: 5032.669922
	Iteration 21Q: 3 clusters Score -2766624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -2766626.000000 Penalty: 5032.669922
	Iteration 22Q: 3 clusters Score -2766626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -2766627.750000 Penalty: 5032.669922
	Iteration 23Q: 3 clusters Score -2766628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -2766622.250000 Penalty: 5032.669922
	Iteration 24Q: 3 clusters Score -2766622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -2766622.500000 Penalty: 5032.669922
	Iteration 25Q: 3 clusters Score -2766622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -2766622.250000 Penalty: 5032.669922
	Iteration 26Q: 3 clusters Score -2766622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -2766620.500000 Penalty: 5032.669922
	Iteration 27Q: 3 clusters Score -2766620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -2766618.250000 Penalty: 5032.669922
	Iteration 28Q: 3 clusters Score -2766618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -2766618.250000 Penalty: 5032.669922
	Iteration 29F: 3 clusters Score -2766618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 22901 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 12056 members 
Mstep: Class 5 contains 8509 members 
Mstep: Class 6 contains 19913 members 
Mstep: Class 7 contains 8222 members 
Mstep: Class 8 contains 3466 members 
Mstep: Class 9 contains 18483 members 
Mstep: Class 10 contains 14892 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 11543 members 
Mstep: Class 14 contains 2927 members 
Mstep: Class 15 contains 89447 members 
Mstep: Class 16 contains 14384 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 31729 members 
Mstep: Class 19 contains 45232 members 
Mstep: Class 20 contains 9947 members 
Mstep: Class 21 contains 18453 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 1924 members 
Mstep: Class 24 contains 21491 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 4169 members 
Mstep: Class 27 contains 13114 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 14288 members 
Mstep: Class 31 contains 73470 members 
Mstep: Class 32 contains 7502 members 
Mstep: Class 33 contains 17556 members 
Mstep: Class 34 contains 42779 members 
Mstep: Class 35 contains 14210 members 
Mstep: Class 36 contains 19266 members 
Mstep: Class 37 contains 709 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 8079 members 
Mstep: Class 40 contains 21333 members 
Entering Unmasked Estep 
Score: -64706544.000000 Penalty: 132749.140625
Splitting cluster 26 changes total score from -64683980.000000 to -64706544.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 27 (13114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Entering Unmasked Estep 
Score: -1397225.500000 Penalty: 2351.395996
	Iteration 0F: 2 clusters Score -1397226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1387618.500000 Penalty: 4702.791992
	Iteration 0F: 3 clusters Score -1387618 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1390806.750000 Penalty: 4702.791992
	Iteration 1F: 3 clusters Score -1390807 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1391444.250000 Penalty: 4702.791992
	Iteration 2F: 3 clusters Score -1391444 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1392093.000000 Penalty: 4702.791992
	Iteration 3F: 3 clusters Score -1392093 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1392789.000000 Penalty: 4702.791992
	Iteration 4F: 3 clusters Score -1392789 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1393443.500000 Penalty: 4702.791992
	Iteration 5F: 3 clusters Score -1393444 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1394002.750000 Penalty: 4702.791992
	Iteration 6F: 3 clusters Score -1394003 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1394465.000000 Penalty: 4702.791992
	Iteration 7Q: 3 clusters Score -1394465 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1394810.000000 Penalty: 4702.791992
	Iteration 8Q: 3 clusters Score -1394810 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1395072.125000 Penalty: 4702.791992
	Iteration 9Q: 3 clusters Score -1395072 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1395264.625000 Penalty: 4702.791992
	Iteration 10Q: 3 clusters Score -1395265 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1395427.500000 Penalty: 4702.791992
	Iteration 11Q: 3 clusters Score -1395428 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1395597.875000 Penalty: 4702.791992
	Iteration 12Q: 3 clusters Score -1395598 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1395749.000000 Penalty: 4702.791992
	Iteration 13Q: 3 clusters Score -1395749 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1395941.750000 Penalty: 4702.791992
	Iteration 14Q: 3 clusters Score -1395942 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1396156.625000 Penalty: 4702.791992
	Iteration 15Q: 3 clusters Score -1396157 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1396374.000000 Penalty: 4702.791992
	Iteration 16Q: 3 clusters Score -1396374 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1396587.750000 Penalty: 4702.791992
	Iteration 17Q: 3 clusters Score -1396588 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1396790.750000 Penalty: 4702.791992
	Iteration 18Q: 3 clusters Score -1396791 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1396931.500000 Penalty: 4702.791992
	Iteration 19Q: 3 clusters Score -1396932 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1397019.625000 Penalty: 4702.791992
	Iteration 20F: 3 clusters Score -1397020 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1397063.250000 Penalty: 4702.791992
	Iteration 21Q: 3 clusters Score -1397063 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1397083.250000 Penalty: 4702.791992
	Iteration 22Q: 3 clusters Score -1397083 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1397087.500000 Penalty: 4702.791992
	Iteration 23Q: 3 clusters Score -1397088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1397094.875000 Penalty: 4702.791992
	Iteration 24Q: 3 clusters Score -1397095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1397098.625000 Penalty: 4702.791992
	Iteration 25Q: 3 clusters Score -1397099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1397102.250000 Penalty: 4702.791992
	Iteration 26Q: 3 clusters Score -1397102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1397102.375000 Penalty: 4702.791992
	Iteration 27Q: 3 clusters Score -1397102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1397102.500000 Penalty: 4702.791992
	Iteration 28Q: 3 clusters Score -1397102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1397102.000000 Penalty: 4702.791992
	Iteration 29Q: 3 clusters Score -1397102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1397102.000000 Penalty: 4702.791992
	Iteration 30F: 3 clusters Score -1397102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Entering Unmasked Estep 
Score: -206840.781250 Penalty: 1930.549438
	Iteration 0F: 2 clusters Score -206840.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -204188.953125 Penalty: 3861.098877
	Iteration 0F: 3 clusters Score -204189 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -206667.640625 Penalty: 3861.098877
	Iteration 1F: 3 clusters Score -206667.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -208451.234375 Penalty: 3861.098877
	Iteration 2F: 3 clusters Score -208451.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -209510.046875 Penalty: 3861.098877
	Iteration 3F: 3 clusters Score -209510 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -210846.312500 Penalty: 3861.098877
	Iteration 4F: 3 clusters Score -210846.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -211963.625000 Penalty: 3861.098877
	Iteration 5F: 3 clusters Score -211963.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -213100.078125 Penalty: 3861.098877
	Iteration 6Q: 3 clusters Score -213100.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -215116.109375 Penalty: 3861.098877
	Iteration 7Q: 3 clusters Score -215116.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -215163.312500 Penalty: 3861.098877
	Iteration 8Q: 3 clusters Score -215163.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -215283.593750 Penalty: 3861.098877
	Iteration 9Q: 3 clusters Score -215283.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -215469.718750 Penalty: 3861.098877
	Iteration 10Q: 3 clusters Score -215469.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -215690.171875 Penalty: 3861.098877
	Iteration 11Q: 3 clusters Score -215690.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -215729.437500 Penalty: 3861.098877
	Iteration 12Q: 3 clusters Score -215729.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -215784.734375 Penalty: 3861.098877
	Iteration 13Q: 3 clusters Score -215784.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -215811.937500 Penalty: 3861.098877
	Iteration 14Q: 3 clusters Score -215811.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -215814.765625 Penalty: 3861.098877
	Iteration 15Q: 3 clusters Score -215814.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -215818.796875 Penalty: 3861.098877
	Iteration 16F: 3 clusters Score -215818.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -215825.718750 Penalty: 3861.098877
	Iteration 17Q: 3 clusters Score -215825.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -215826.796875 Penalty: 3861.098877
	Iteration 18Q: 3 clusters Score -215826.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -215826.796875 Penalty: 3861.098877
	Iteration 19F: 3 clusters Score -215826.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 22901 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 12056 members 
Mstep: Class 5 contains 8509 members 
Mstep: Class 6 contains 19913 members 
Mstep: Class 7 contains 8222 members 
Mstep: Class 8 contains 3466 members 
Mstep: Class 9 contains 18483 members 
Mstep: Class 10 contains 14892 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 11543 members 
Mstep: Class 14 contains 2927 members 
Mstep: Class 15 contains 89447 members 
Mstep: Class 16 contains 14384 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 31729 members 
Mstep: Class 19 contains 45232 members 
Mstep: Class 20 contains 9947 members 
Mstep: Class 21 contains 18453 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 1924 members 
Mstep: Class 24 contains 21491 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 4169 members 
Mstep: Class 27 contains 13114 members 
Mstep: Class 28 contains 1232 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 14288 members 
Mstep: Class 31 contains 73470 members 
Mstep: Class 32 contains 7502 members 
Mstep: Class 33 contains 17556 members 
Mstep: Class 34 contains 42779 members 
Mstep: Class 35 contains 14210 members 
Mstep: Class 36 contains 19266 members 
Mstep: Class 37 contains 709 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 8079 members 
Mstep: Class 40 contains 21333 members 
Mstep: Class 41 contains 1171 members 
Entering Unmasked Estep 
Score: -64714112.000000 Penalty: 136067.875000
Splitting cluster 28 changes total score from -64683980.000000 to -64714112.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 29 (1000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Entering Unmasked Estep 
Score: -100609.976562 Penalty: 1713.123291
	Iteration 0F: 2 clusters Score -100610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -98718.789062 Penalty: 3426.246582
	Iteration 0F: 3 clusters Score -98718.79 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -99022.648438 Penalty: 3426.246582
	Iteration 1F: 3 clusters Score -99022.65 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -99085.250000 Penalty: 3426.246582
	Iteration 2F: 3 clusters Score -99085.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -99117.796875 Penalty: 3426.246582
	Iteration 3Q: 3 clusters Score -99117.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -99133.289062 Penalty: 3426.246582
	Iteration 4Q: 3 clusters Score -99133.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -99143.914062 Penalty: 3426.246582
	Iteration 5Q: 3 clusters Score -99143.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -99152.781250 Penalty: 3426.246582
	Iteration 6Q: 3 clusters Score -99152.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -99157.312500 Penalty: 3426.246582
	Iteration 7Q: 3 clusters Score -99157.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -99163.671875 Penalty: 3426.246582
	Iteration 8Q: 3 clusters Score -99163.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -99171.101562 Penalty: 3426.246582
	Iteration 9Q: 3 clusters Score -99171.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -99178.390625 Penalty: 3426.246582
	Iteration 10Q: 3 clusters Score -99178.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -99183.179688 Penalty: 3426.246582
	Iteration 11Q: 3 clusters Score -99183.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -99184.000000 Penalty: 3426.246582
	Iteration 12Q: 3 clusters Score -99184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -99184.632812 Penalty: 3426.246582
	Iteration 13Q: 3 clusters Score -99184.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -99184.804688 Penalty: 3426.246582
	Iteration 14Q: 3 clusters Score -99184.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -99185.304688 Penalty: 3426.246582
	Iteration 15Q: 3 clusters Score -99185.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -99185.304688 Penalty: 3426.246582
	Iteration 16F: 3 clusters Score -99185.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Entering Unmasked Estep 
Score: -1023600.500000 Penalty: 2372.659424
	Iteration 0F: 2 clusters Score -1023600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1013228.687500 Penalty: 4745.318848
	Iteration 0F: 3 clusters Score -1013229 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1016630.875000 Penalty: 4745.318848
	Iteration 1F: 3 clusters Score -1016631 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1017156.750000 Penalty: 4745.318848
	Iteration 2F: 3 clusters Score -1017157 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1017657.062500 Penalty: 4745.318848
	Iteration 3F: 3 clusters Score -1017657 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1018214.875000 Penalty: 4745.318848
	Iteration 4F: 3 clusters Score -1018215 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1018767.375000 Penalty: 4745.318848
	Iteration 5F: 3 clusters Score -1018767 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1019287.750000 Penalty: 4745.318848
	Iteration 6F: 3 clusters Score -1019288 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1019762.812500 Penalty: 4745.318848
	Iteration 7F: 3 clusters Score -1019763 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1020188.000000 Penalty: 4745.318848
	Iteration 8Q: 3 clusters Score -1020188 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1020529.937500 Penalty: 4745.318848
	Iteration 9Q: 3 clusters Score -1020530 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1020786.437500 Penalty: 4745.318848
	Iteration 10Q: 3 clusters Score -1020786 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1021022.375000 Penalty: 4745.318848
	Iteration 11Q: 3 clusters Score -1021022 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1021232.625000 Penalty: 4745.318848
	Iteration 12Q: 3 clusters Score -1021233 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1021439.375000 Penalty: 4745.318848
	Iteration 13Q: 3 clusters Score -1021439 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1021668.562500 Penalty: 4745.318848
	Iteration 14Q: 3 clusters Score -1021669 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1021891.687500 Penalty: 4745.318848
	Iteration 15Q: 3 clusters Score -1021892 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1022134.187500 Penalty: 4745.318848
	Iteration 16Q: 3 clusters Score -1022134 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1022371.562500 Penalty: 4745.318848
	Iteration 17Q: 3 clusters Score -1022372 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1022571.375000 Penalty: 4745.318848
	Iteration 18Q: 3 clusters Score -1022571 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1022718.000000 Penalty: 4745.318848
	Iteration 19Q: 3 clusters Score -1022718 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1022829.687500 Penalty: 4745.318848
	Iteration 20F: 3 clusters Score -1022830 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1022924.687500 Penalty: 4745.318848
	Iteration 21Q: 3 clusters Score -1022925 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1023004.687500 Penalty: 4745.318848
	Iteration 22Q: 3 clusters Score -1023005 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1023060.125000 Penalty: 4745.318848
	Iteration 23Q: 3 clusters Score -1023060 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1023100.062500 Penalty: 4745.318848
	Iteration 24Q: 3 clusters Score -1023100 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1023132.062500 Penalty: 4745.318848
	Iteration 25Q: 3 clusters Score -1023132 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1023162.500000 Penalty: 4745.318848
	Iteration 26Q: 3 clusters Score -1023162 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1023189.750000 Penalty: 4745.318848
	Iteration 27Q: 3 clusters Score -1023190 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1023223.250000 Penalty: 4745.318848
	Iteration 28Q: 3 clusters Score -1023223 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1023243.937500 Penalty: 4745.318848
	Iteration 29Q: 3 clusters Score -1023244 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1023266.875000 Penalty: 4745.318848
	Iteration 30Q: 3 clusters Score -1023267 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1023295.937500 Penalty: 4745.318848
	Iteration 31Q: 3 clusters Score -1023296 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1023319.187500 Penalty: 4745.318848
	Iteration 32Q: 3 clusters Score -1023319 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1023336.437500 Penalty: 4745.318848
	Iteration 33Q: 3 clusters Score -1023336 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1023364.500000 Penalty: 4745.318848
	Iteration 34Q: 3 clusters Score -1023364 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1023396.437500 Penalty: 4745.318848
	Iteration 35Q: 3 clusters Score -1023396 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1023428.687500 Penalty: 4745.318848
	Iteration 36Q: 3 clusters Score -1023429 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1023449.812500 Penalty: 4745.318848
	Iteration 37Q: 3 clusters Score -1023450 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1023474.125000 Penalty: 4745.318848
	Iteration 38Q: 3 clusters Score -1023474 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1023492.812500 Penalty: 4745.318848
	Iteration 39Q: 3 clusters Score -1023493 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1023521.500000 Penalty: 4745.318848
	Iteration 40F: 3 clusters Score -1023522 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1023552.125000 Penalty: 4745.318848
	Iteration 41Q: 3 clusters Score -1023552 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1023570.312500 Penalty: 4745.318848
	Iteration 42Q: 3 clusters Score -1023570 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1023595.000000 Penalty: 4745.318848
	Iteration 43Q: 3 clusters Score -1023595 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1023619.000000 Penalty: 4745.318848
	Iteration 44Q: 3 clusters Score -1023619 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1023637.062500 Penalty: 4745.318848
	Iteration 45Q: 3 clusters Score -1023637 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1023658.062500 Penalty: 4745.318848
	Iteration 46Q: 3 clusters Score -1023658 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1023676.875000 Penalty: 4745.318848
	Iteration 47Q: 3 clusters Score -1023677 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1023695.812500 Penalty: 4745.318848
	Iteration 48Q: 3 clusters Score -1023696 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1023721.937500 Penalty: 4745.318848
	Iteration 49Q: 3 clusters Score -1023722 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1023746.125000 Penalty: 4745.318848
	Iteration 50Q: 3 clusters Score -1023746 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1023765.687500 Penalty: 4745.318848
	Iteration 51Q: 3 clusters Score -1023766 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1023778.937500 Penalty: 4745.318848
	Iteration 52Q: 3 clusters Score -1023779 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1023794.375000 Penalty: 4745.318848
	Iteration 53Q: 3 clusters Score -1023794 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1023808.000000 Penalty: 4745.318848
	Iteration 54Q: 3 clusters Score -1023808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1023819.125000 Penalty: 4745.318848
	Iteration 55Q: 3 clusters Score -1023819 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1023835.562500 Penalty: 4745.318848
	Iteration 56Q: 3 clusters Score -1023836 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1023850.875000 Penalty: 4745.318848
	Iteration 57Q: 3 clusters Score -1023851 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1023868.562500 Penalty: 4745.318848
	Iteration 58Q: 3 clusters Score -1023869 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1023880.125000 Penalty: 4745.318848
	Iteration 59Q: 3 clusters Score -1023880 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1023889.375000 Penalty: 4745.318848
	Iteration 60F: 3 clusters Score -1023889 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1023902.437500 Penalty: 4745.318848
	Iteration 61Q: 3 clusters Score -1023902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1023914.437500 Penalty: 4745.318848
	Iteration 62Q: 3 clusters Score -1023914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1023924.750000 Penalty: 4745.318848
	Iteration 63Q: 3 clusters Score -1023925 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1023937.437500 Penalty: 4745.318848
	Iteration 64Q: 3 clusters Score -1023937 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1023945.312500 Penalty: 4745.318848
	Iteration 65Q: 3 clusters Score -1023945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1023952.500000 Penalty: 4745.318848
	Iteration 66Q: 3 clusters Score -1023952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1023959.562500 Penalty: 4745.318848
	Iteration 67Q: 3 clusters Score -1023960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1023967.062500 Penalty: 4745.318848
	Iteration 68Q: 3 clusters Score -1023967 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1023970.937500 Penalty: 4745.318848
	Iteration 69Q: 3 clusters Score -1023971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1023978.437500 Penalty: 4745.318848
	Iteration 70Q: 3 clusters Score -1023978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1023980.312500 Penalty: 4745.318848
	Iteration 71Q: 3 clusters Score -1023980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1023984.250000 Penalty: 4745.318848
	Iteration 72Q: 3 clusters Score -1023984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1023989.312500 Penalty: 4745.318848
	Iteration 73Q: 3 clusters Score -1023989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1023992.750000 Penalty: 4745.318848
	Iteration 74Q: 3 clusters Score -1023993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1023998.375000 Penalty: 4745.318848
	Iteration 75Q: 3 clusters Score -1023998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1023999.875000 Penalty: 4745.318848
	Iteration 76Q: 3 clusters Score -1024000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1024001.125000 Penalty: 4745.318848
	Iteration 77Q: 3 clusters Score -1024001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1024003.750000 Penalty: 4745.318848
	Iteration 78Q: 3 clusters Score -1024004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1024006.625000 Penalty: 4745.318848
	Iteration 79Q: 3 clusters Score -1024007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1024008.250000 Penalty: 4745.318848
	Iteration 80F: 3 clusters Score -1024008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1024008.437500 Penalty: 4745.318848
	Iteration 81Q: 3 clusters Score -1024008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1024010.437500 Penalty: 4745.318848
	Iteration 82Q: 3 clusters Score -1024010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1024010.750000 Penalty: 4745.318848
	Iteration 83Q: 3 clusters Score -1024011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1024010.812500 Penalty: 4745.318848
	Iteration 84Q: 3 clusters Score -1024011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1024010.937500 Penalty: 4745.318848
	Iteration 85Q: 3 clusters Score -1024011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1024011.937500 Penalty: 4745.318848
	Iteration 86Q: 3 clusters Score -1024012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1024015.500000 Penalty: 4745.318848
	Iteration 87Q: 3 clusters Score -1024016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1024016.000000 Penalty: 4745.318848
	Iteration 88Q: 3 clusters Score -1024016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1024016.000000 Penalty: 4745.318848
	Iteration 89F: 3 clusters Score -1024016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 22901 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 12056 members 
Mstep: Class 5 contains 8509 members 
Mstep: Class 6 contains 19913 members 
Mstep: Class 7 contains 8222 members 
Mstep: Class 8 contains 3466 members 
Mstep: Class 9 contains 18483 members 
Mstep: Class 10 contains 14892 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 11543 members 
Mstep: Class 14 contains 2927 members 
Mstep: Class 15 contains 89447 members 
Mstep: Class 16 contains 14384 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 31729 members 
Mstep: Class 19 contains 45232 members 
Mstep: Class 20 contains 9947 members 
Mstep: Class 21 contains 18453 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 1924 members 
Mstep: Class 24 contains 21491 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 4169 members 
Mstep: Class 27 contains 13114 members 
Mstep: Class 28 contains 1232 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 12313 members 
Mstep: Class 31 contains 73470 members 
Mstep: Class 32 contains 7502 members 
Mstep: Class 33 contains 17556 members 
Mstep: Class 34 contains 42779 members 
Mstep: Class 35 contains 14210 members 
Mstep: Class 36 contains 19266 members 
Mstep: Class 37 contains 709 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 8079 members 
Mstep: Class 40 contains 21333 members 
Mstep: Class 41 contains 1171 members 
Mstep: Class 42 contains 1975 members 
Entering Unmasked Estep 
Score: -64713436.000000 Penalty: 139386.609375
Splitting cluster 30 changes total score from -64683980.000000 to -64713436.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 31 (73470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73470 members 
Entering Unmasked Estep 
Score: -7920467.500000 Penalty: 2778.749023
	Iteration 0F: 2 clusters Score -7920468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -7871074.000000 Penalty: 5557.498047
	Iteration 0F: 3 clusters Score -7871074 nChanged 34620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -7891118.500000 Penalty: 5557.498047
	Iteration 1F: 3 clusters Score -7891118 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -7892418.500000 Penalty: 5557.498047
	Iteration 2Q: 3 clusters Score -7892418 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -7894046.000000 Penalty: 5557.498047
	Iteration 3Q: 3 clusters Score -7894046 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -7896346.000000 Penalty: 5557.498047
	Iteration 4F: 3 clusters Score -7896346 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -7899604.000000 Penalty: 5557.498047
	Iteration 5F: 3 clusters Score -7899604 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -7903675.000000 Penalty: 5557.498047
	Iteration 6F: 3 clusters Score -7903675 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 42902 members 
Entering Unmasked Estep 
Score: -7907817.000000 Penalty: 5557.498047
	Iteration 7F: 3 clusters Score -7907817 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -7911152.500000 Penalty: 5557.498047
	Iteration 8F: 3 clusters Score -7911152 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -7913073.500000 Penalty: 5557.498047
	Iteration 9Q: 3 clusters Score -7913074 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 45929 members 
Entering Unmasked Estep 
Score: -7914077.500000 Penalty: 5557.498047
	Iteration 10Q: 3 clusters Score -7914078 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -7914602.000000 Penalty: 5557.498047
	Iteration 11Q: 3 clusters Score -7914602 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 47010 members 
Entering Unmasked Estep 
Score: -7914999.500000 Penalty: 5557.498047
	Iteration 12Q: 3 clusters Score -7915000 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 47473 members 
Entering Unmasked Estep 
Score: -7915253.500000 Penalty: 5557.498047
	Iteration 13Q: 3 clusters Score -7915254 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 47948 members 
Entering Unmasked Estep 
Score: -7915547.500000 Penalty: 5557.498047
	Iteration 14Q: 3 clusters Score -7915548 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 48415 members 
Entering Unmasked Estep 
Score: -7915787.500000 Penalty: 5557.498047
	Iteration 15Q: 3 clusters Score -7915788 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 48843 members 
Entering Unmasked Estep 
Score: -7915971.000000 Penalty: 5557.498047
	Iteration 16Q: 3 clusters Score -7915971 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 49264 members 
Entering Unmasked Estep 
Score: -7916161.500000 Penalty: 5557.498047
	Iteration 17Q: 3 clusters Score -7916162 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 49662 members 
Entering Unmasked Estep 
Score: -7916361.500000 Penalty: 5557.498047
	Iteration 18Q: 3 clusters Score -7916362 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 50016 members 
Entering Unmasked Estep 
Score: -7916531.500000 Penalty: 5557.498047
	Iteration 19Q: 3 clusters Score -7916532 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 50292 members 
Entering Unmasked Estep 
Score: -7916635.500000 Penalty: 5557.498047
	Iteration 20F: 3 clusters Score -7916636 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 50532 members 
Entering Unmasked Estep 
Score: -7916720.500000 Penalty: 5557.498047
	Iteration 21Q: 3 clusters Score -7916720 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 50764 members 
Entering Unmasked Estep 
Score: -7916777.000000 Penalty: 5557.498047
	Iteration 22Q: 3 clusters Score -7916777 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 51002 members 
Entering Unmasked Estep 
Score: -7916853.000000 Penalty: 5557.498047
	Iteration 23Q: 3 clusters Score -7916853 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 51210 members 
Entering Unmasked Estep 
Score: -7916914.500000 Penalty: 5557.498047
	Iteration 24Q: 3 clusters Score -7916914 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
Score: -7916951.500000 Penalty: 5557.498047
	Iteration 25Q: 3 clusters Score -7916952 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 51587 members 
Entering Unmasked Estep 
Score: -7917010.500000 Penalty: 5557.498047
	Iteration 26Q: 3 clusters Score -7917010 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 51737 members 
Entering Unmasked Estep 
Score: -7917033.500000 Penalty: 5557.498047
	Iteration 27Q: 3 clusters Score -7917034 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -7917073.500000 Penalty: 5557.498047
	Iteration 28Q: 3 clusters Score -7917074 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 51998 members 
Entering Unmasked Estep 
Score: -7917102.000000 Penalty: 5557.498047
	Iteration 29Q: 3 clusters Score -7917102 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 52121 members 
Entering Unmasked Estep 
Score: -7917133.500000 Penalty: 5557.498047
	Iteration 30Q: 3 clusters Score -7917134 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 52224 members 
Entering Unmasked Estep 
Score: -7917120.000000 Penalty: 5557.498047
	Iteration 31Q: 3 clusters Score -7917120 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 52313 members 
Entering Unmasked Estep 
Score: -7917148.000000 Penalty: 5557.498047
	Iteration 32Q: 3 clusters Score -7917148 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 52386 members 
Entering Unmasked Estep 
Score: -7917171.500000 Penalty: 5557.498047
	Iteration 33Q: 3 clusters Score -7917172 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 52453 members 
Entering Unmasked Estep 
Score: -7917183.500000 Penalty: 5557.498047
	Iteration 34Q: 3 clusters Score -7917184 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 52496 members 
Entering Unmasked Estep 
Score: -7917189.000000 Penalty: 5557.498047
	Iteration 35Q: 3 clusters Score -7917189 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 52535 members 
Entering Unmasked Estep 
Score: -7917183.500000 Penalty: 5557.498047
	Iteration 36Q: 3 clusters Score -7917184 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 52583 members 
Entering Unmasked Estep 
Score: -7917196.500000 Penalty: 5557.498047
	Iteration 37Q: 3 clusters Score -7917196 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 52627 members 
Entering Unmasked Estep 
Score: -7917200.500000 Penalty: 5557.498047
	Iteration 38Q: 3 clusters Score -7917200 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 52656 members 
Entering Unmasked Estep 
Score: -7917225.000000 Penalty: 5557.498047
	Iteration 39Q: 3 clusters Score -7917225 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 52685 members 
Entering Unmasked Estep 
Score: -7917244.500000 Penalty: 5557.498047
	Iteration 40F: 3 clusters Score -7917244 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 52718 members 
Entering Unmasked Estep 
Score: -7917297.500000 Penalty: 5557.498047
	Iteration 41Q: 3 clusters Score -7917298 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 52752 members 
Entering Unmasked Estep 
Score: -7917296.000000 Penalty: 5557.498047
	Iteration 42Q: 3 clusters Score -7917296 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 52768 members 
Entering Unmasked Estep 
Score: -7917299.500000 Penalty: 5557.498047
	Iteration 43Q: 3 clusters Score -7917300 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 52783 members 
Entering Unmasked Estep 
Score: -7917300.500000 Penalty: 5557.498047
	Iteration 44Q: 3 clusters Score -7917300 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 52785 members 
Entering Unmasked Estep 
Score: -7917312.000000 Penalty: 5557.498047
	Iteration 45Q: 3 clusters Score -7917312 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 52785 members 
Entering Unmasked Estep 
Score: -7917319.500000 Penalty: 5557.498047
	Iteration 46Q: 3 clusters Score -7917320 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 52782 members 
Entering Unmasked Estep 
Score: -7917316.000000 Penalty: 5557.498047
	Iteration 47Q: 3 clusters Score -7917316 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 52791 members 
Entering Unmasked Estep 
Score: -7917322.000000 Penalty: 5557.498047
	Iteration 48Q: 3 clusters Score -7917322 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 52803 members 
Entering Unmasked Estep 
Score: -7917357.000000 Penalty: 5557.498047
	Iteration 49Q: 3 clusters Score -7917357 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 52804 members 
Entering Unmasked Estep 
Score: -7917358.500000 Penalty: 5557.498047
	Iteration 50Q: 3 clusters Score -7917358 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 52804 members 
Entering Unmasked Estep 
Score: -7917393.500000 Penalty: 5557.498047
	Iteration 51Q: 3 clusters Score -7917394 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 52799 members 
Entering Unmasked Estep 
Score: -7917385.000000 Penalty: 5557.498047
	Iteration 52Q: 3 clusters Score -7917385 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 52804 members 
Entering Unmasked Estep 
Score: -7917387.000000 Penalty: 5557.498047
	Iteration 53Q: 3 clusters Score -7917387 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 52818 members 
Entering Unmasked Estep 
Score: -7917397.500000 Penalty: 5557.498047
	Iteration 54Q: 3 clusters Score -7917398 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 52820 members 
Entering Unmasked Estep 
Score: -7917393.500000 Penalty: 5557.498047
	Iteration 55Q: 3 clusters Score -7917394 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 52809 members 
Entering Unmasked Estep 
Score: -7917385.500000 Penalty: 5557.498047
	Iteration 56Q: 3 clusters Score -7917386 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 52800 members 
Entering Unmasked Estep 
Score: -7917403.500000 Penalty: 5557.498047
	Iteration 57Q: 3 clusters Score -7917404 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 52785 members 
Entering Unmasked Estep 
Score: -7917431.000000 Penalty: 5557.498047
	Iteration 58Q: 3 clusters Score -7917431 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 52761 members 
Entering Unmasked Estep 
Score: -7917431.500000 Penalty: 5557.498047
	Iteration 59Q: 3 clusters Score -7917432 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 52734 members 
Entering Unmasked Estep 
Score: -7917448.500000 Penalty: 5557.498047
	Iteration 60F: 3 clusters Score -7917448 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 52693 members 
Entering Unmasked Estep 
Score: -7917435.000000 Penalty: 5557.498047
	Iteration 61Q: 3 clusters Score -7917435 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 52648 members 
Entering Unmasked Estep 
Score: -7917421.000000 Penalty: 5557.498047
	Iteration 62Q: 3 clusters Score -7917421 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 52629 members 
Entering Unmasked Estep 
Score: -7917413.500000 Penalty: 5557.498047
	Iteration 63Q: 3 clusters Score -7917414 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -7917390.500000 Penalty: 5557.498047
	Iteration 64Q: 3 clusters Score -7917390 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 52590 members 
Entering Unmasked Estep 
Score: -7917373.000000 Penalty: 5557.498047
	Iteration 65Q: 3 clusters Score -7917373 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
Score: -7917403.500000 Penalty: 5557.498047
	Iteration 66Q: 3 clusters Score -7917404 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 52530 members 
Entering Unmasked Estep 
Score: -7917409.000000 Penalty: 5557.498047
	Iteration 67Q: 3 clusters Score -7917409 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 52489 members 
Entering Unmasked Estep 
Score: -7917410.000000 Penalty: 5557.498047
	Iteration 68Q: 3 clusters Score -7917410 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 52446 members 
Entering Unmasked Estep 
Score: -7917434.000000 Penalty: 5557.498047
	Iteration 69Q: 3 clusters Score -7917434 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 52401 members 
Entering Unmasked Estep 
Score: -7917452.500000 Penalty: 5557.498047
	Iteration 70Q: 3 clusters Score -7917452 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 52353 members 
Entering Unmasked Estep 
Score: -7917456.500000 Penalty: 5557.498047
	Iteration 71Q: 3 clusters Score -7917456 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 52309 members 
Entering Unmasked Estep 
Score: -7917444.000000 Penalty: 5557.498047
	Iteration 72Q: 3 clusters Score -7917444 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 52266 members 
Entering Unmasked Estep 
Score: -7917441.000000 Penalty: 5557.498047
	Iteration 73Q: 3 clusters Score -7917441 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 52209 members 
Entering Unmasked Estep 
Score: -7917427.500000 Penalty: 5557.498047
	Iteration 74Q: 3 clusters Score -7917428 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 52151 members 
Entering Unmasked Estep 
Score: -7917412.000000 Penalty: 5557.498047
	Iteration 75Q: 3 clusters Score -7917412 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -7917407.000000 Penalty: 5557.498047
	Iteration 76Q: 3 clusters Score -7917407 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 52047 members 
Entering Unmasked Estep 
Score: -7917394.500000 Penalty: 5557.498047
	Iteration 77Q: 3 clusters Score -7917394 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 51996 members 
Entering Unmasked Estep 
Score: -7917391.500000 Penalty: 5557.498047
	Iteration 78Q: 3 clusters Score -7917392 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 51929 members 
Entering Unmasked Estep 
Score: -7917390.000000 Penalty: 5557.498047
	Iteration 79Q: 3 clusters Score -7917390 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 51861 members 
Entering Unmasked Estep 
Score: -7917407.000000 Penalty: 5557.498047
	Iteration 80F: 3 clusters Score -7917407 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -7917422.000000 Penalty: 5557.498047
	Iteration 81Q: 3 clusters Score -7917422 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 51709 members 
Entering Unmasked Estep 
Score: -7917436.500000 Penalty: 5557.498047
	Iteration 82Q: 3 clusters Score -7917436 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 51641 members 
Entering Unmasked Estep 
Score: -7917433.000000 Penalty: 5557.498047
	Iteration 83Q: 3 clusters Score -7917433 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 51577 members 
Entering Unmasked Estep 
Score: -7917436.500000 Penalty: 5557.498047
	Iteration 84Q: 3 clusters Score -7917436 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 51511 members 
Entering Unmasked Estep 
Score: -7917451.000000 Penalty: 5557.498047
	Iteration 85Q: 3 clusters Score -7917451 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 51416 members 
Entering Unmasked Estep 
Score: -7917464.500000 Penalty: 5557.498047
	Iteration 86Q: 3 clusters Score -7917464 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 51322 members 
Entering Unmasked Estep 
Score: -7917489.000000 Penalty: 5557.498047
	Iteration 87Q: 3 clusters Score -7917489 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 51239 members 
Entering Unmasked Estep 
Score: -7917496.500000 Penalty: 5557.498047
	Iteration 88Q: 3 clusters Score -7917496 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 51159 members 
Entering Unmasked Estep 
Score: -7917502.000000 Penalty: 5557.498047
	Iteration 89Q: 3 clusters Score -7917502 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -7917511.000000 Penalty: 5557.498047
	Iteration 90Q: 3 clusters Score -7917511 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -7917535.500000 Penalty: 5557.498047
	Iteration 91Q: 3 clusters Score -7917536 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 50920 members 
Entering Unmasked Estep 
Score: -7917539.000000 Penalty: 5557.498047
	Iteration 92Q: 3 clusters Score -7917539 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 50838 members 
Entering Unmasked Estep 
Score: -7917519.000000 Penalty: 5557.498047
	Iteration 93Q: 3 clusters Score -7917519 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 50743 members 
Entering Unmasked Estep 
Score: -7917545.500000 Penalty: 5557.498047
	Iteration 94Q: 3 clusters Score -7917546 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 50664 members 
Entering Unmasked Estep 
Score: -7917556.000000 Penalty: 5557.498047
	Iteration 95Q: 3 clusters Score -7917556 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 50585 members 
Entering Unmasked Estep 
Score: -7917536.500000 Penalty: 5557.498047
	Iteration 96Q: 3 clusters Score -7917536 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -7917548.000000 Penalty: 5557.498047
	Iteration 97Q: 3 clusters Score -7917548 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 50404 members 
Entering Unmasked Estep 
Score: -7917554.000000 Penalty: 5557.498047
	Iteration 98Q: 3 clusters Score -7917554 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -7917548.000000 Penalty: 5557.498047
	Iteration 99Q: 3 clusters Score -7917548 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 50199 members 
Entering Unmasked Estep 
Score: -7917531.000000 Penalty: 5557.498047
	Iteration 100F: 3 clusters Score -7917531 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -7917553.500000 Penalty: 5557.498047
	Iteration 101Q: 3 clusters Score -7917554 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 49964 members 
Entering Unmasked Estep 
Score: -7917560.000000 Penalty: 5557.498047
	Iteration 102Q: 3 clusters Score -7917560 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 49835 members 
Entering Unmasked Estep 
Score: -7917574.000000 Penalty: 5557.498047
	Iteration 103Q: 3 clusters Score -7917574 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 49704 members 
Entering Unmasked Estep 
Score: -7917591.500000 Penalty: 5557.498047
	Iteration 104Q: 3 clusters Score -7917592 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -7917596.500000 Penalty: 5557.498047
	Iteration 105Q: 3 clusters Score -7917596 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -7917633.500000 Penalty: 5557.498047
	Iteration 106Q: 3 clusters Score -7917634 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 49214 members 
Entering Unmasked Estep 
Score: -7917644.500000 Penalty: 5557.498047
	Iteration 107Q: 3 clusters Score -7917644 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 48983 members 
Entering Unmasked Estep 
Score: -7917663.000000 Penalty: 5557.498047
	Iteration 108Q: 3 clusters Score -7917663 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 48757 members 
Entering Unmasked Estep 
Score: -7917671.000000 Penalty: 5557.498047
	Iteration 109Q: 3 clusters Score -7917671 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 48513 members 
Entering Unmasked Estep 
Score: -7917728.000000 Penalty: 5557.498047
	Iteration 110Q: 3 clusters Score -7917728 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -7917711.000000 Penalty: 5557.498047
	Iteration 111Q: 3 clusters Score -7917711 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -7917734.500000 Penalty: 5557.498047
	Iteration 112Q: 3 clusters Score -7917734 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
Score: -7917792.000000 Penalty: 5557.498047
	Iteration 113Q: 3 clusters Score -7917792 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -7917837.000000 Penalty: 5557.498047
	Iteration 114Q: 3 clusters Score -7917837 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
Score: -7917862.000000 Penalty: 5557.498047
	Iteration 115Q: 3 clusters Score -7917862 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -7917937.500000 Penalty: 5557.498047
	Iteration 116Q: 3 clusters Score -7917938 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -7918028.500000 Penalty: 5557.498047
	Iteration 117Q: 3 clusters Score -7918028 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -7918119.000000 Penalty: 5557.498047
	Iteration 118Q: 3 clusters Score -7918119 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -7918227.500000 Penalty: 5557.498047
	Iteration 119Q: 3 clusters Score -7918228 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -7918343.000000 Penalty: 5557.498047
	Iteration 120F: 3 clusters Score -7918343 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -7918429.000000 Penalty: 5557.498047
	Iteration 121Q: 3 clusters Score -7918429 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 43379 members 
Entering Unmasked Estep 
Score: -7918526.000000 Penalty: 5557.498047
	Iteration 122Q: 3 clusters Score -7918526 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 42757 members 
Entering Unmasked Estep 
Score: -7918656.500000 Penalty: 5557.498047
	Iteration 123Q: 3 clusters Score -7918656 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
Score: -7918792.000000 Penalty: 5557.498047
	Iteration 124Q: 3 clusters Score -7918792 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -7918915.500000 Penalty: 5557.498047
	Iteration 125Q: 3 clusters Score -7918916 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -7919061.000000 Penalty: 5557.498047
	Iteration 126Q: 3 clusters Score -7919061 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
Score: -7919183.500000 Penalty: 5557.498047
	Iteration 127Q: 3 clusters Score -7919184 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -7919309.000000 Penalty: 5557.498047
	Iteration 128Q: 3 clusters Score -7919309 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -7919468.000000 Penalty: 5557.498047
	Iteration 129Q: 3 clusters Score -7919468 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -7919541.000000 Penalty: 5557.498047
	Iteration 130Q: 3 clusters Score -7919541 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -7919621.000000 Penalty: 5557.498047
	Iteration 131Q: 3 clusters Score -7919621 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -7919752.000000 Penalty: 5557.498047
	Iteration 132Q: 3 clusters Score -7919752 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -7919850.500000 Penalty: 5557.498047
	Iteration 133Q: 3 clusters Score -7919850 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -7919943.000000 Penalty: 5557.498047
	Iteration 134Q: 3 clusters Score -7919943 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -7919987.000000 Penalty: 5557.498047
	Iteration 135Q: 3 clusters Score -7919987 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -7920060.500000 Penalty: 5557.498047
	Iteration 136Q: 3 clusters Score -7920060 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38877 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -7920096.500000 Penalty: 5557.498047
	Iteration 137Q: 3 clusters Score -7920096 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -7920148.000000 Penalty: 5557.498047
	Iteration 138Q: 3 clusters Score -7920148 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -7920187.000000 Penalty: 5557.498047
	Iteration 139Q: 3 clusters Score -7920187 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -7920238.500000 Penalty: 5557.498047
	Iteration 140F: 3 clusters Score -7920238 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -7920239.500000 Penalty: 5557.498047
	Iteration 141Q: 3 clusters Score -7920240 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -7920234.500000 Penalty: 5557.498047
	Iteration 142Q: 3 clusters Score -7920234 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -7920252.500000 Penalty: 5557.498047
	Iteration 143Q: 3 clusters Score -7920252 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -7920314.000000 Penalty: 5557.498047
	Iteration 144Q: 3 clusters Score -7920314 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -7920358.500000 Penalty: 5557.498047
	Iteration 145Q: 3 clusters Score -7920358 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -7920363.500000 Penalty: 5557.498047
	Iteration 146Q: 3 clusters Score -7920364 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -7920375.500000 Penalty: 5557.498047
	Iteration 147Q: 3 clusters Score -7920376 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -7920367.000000 Penalty: 5557.498047
	Iteration 148Q: 3 clusters Score -7920367 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -7920404.500000 Penalty: 5557.498047
	Iteration 149Q: 3 clusters Score -7920404 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -7920417.000000 Penalty: 5557.498047
	Iteration 150Q: 3 clusters Score -7920417 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -7920447.500000 Penalty: 5557.498047
	Iteration 151Q: 3 clusters Score -7920448 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -7920466.000000 Penalty: 5557.498047
	Iteration 152Q: 3 clusters Score -7920466 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -7920474.000000 Penalty: 5557.498047
	Iteration 153Q: 3 clusters Score -7920474 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -7920470.500000 Penalty: 5557.498047
	Iteration 154Q: 3 clusters Score -7920470 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -7920467.000000 Penalty: 5557.498047
	Iteration 155Q: 3 clusters Score -7920467 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42883 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -7920461.000000 Penalty: 5557.498047
	Iteration 156Q: 3 clusters Score -7920461 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -7920456.000000 Penalty: 5557.498047
	Iteration 157Q: 3 clusters Score -7920456 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -7920445.500000 Penalty: 5557.498047
	Iteration 158Q: 3 clusters Score -7920446 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -7920464.000000 Penalty: 5557.498047
	Iteration 159Q: 3 clusters Score -7920464 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -7920483.000000 Penalty: 5557.498047
	Iteration 160F: 3 clusters Score -7920483 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43340 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -7920475.500000 Penalty: 5557.498047
	Iteration 161Q: 3 clusters Score -7920476 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -7920484.000000 Penalty: 5557.498047
	Iteration 162Q: 3 clusters Score -7920484 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -7920480.000000 Penalty: 5557.498047
	Iteration 163Q: 3 clusters Score -7920480 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -7920498.500000 Penalty: 5557.498047
	Iteration 164Q: 3 clusters Score -7920498 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43587 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -7920481.500000 Penalty: 5557.498047
	Iteration 165Q: 3 clusters Score -7920482 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -7920482.500000 Penalty: 5557.498047
	Iteration 166Q: 3 clusters Score -7920482 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -7920491.000000 Penalty: 5557.498047
	Iteration 167Q: 3 clusters Score -7920491 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -7920483.000000 Penalty: 5557.498047
	Iteration 168Q: 3 clusters Score -7920483 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -7920480.000000 Penalty: 5557.498047
	Iteration 169Q: 3 clusters Score -7920480 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -7920478.000000 Penalty: 5557.498047
	Iteration 170Q: 3 clusters Score -7920478 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -7920477.500000 Penalty: 5557.498047
	Iteration 171Q: 3 clusters Score -7920478 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -7920498.500000 Penalty: 5557.498047
	Iteration 172Q: 3 clusters Score -7920498 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43944 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -7920510.000000 Penalty: 5557.498047
	Iteration 173Q: 3 clusters Score -7920510 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -7920518.500000 Penalty: 5557.498047
	Iteration 174Q: 3 clusters Score -7920518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -7920516.000000 Penalty: 5557.498047
	Iteration 175Q: 3 clusters Score -7920516 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -7920511.500000 Penalty: 5557.498047
	Iteration 176Q: 3 clusters Score -7920512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -7920521.000000 Penalty: 5557.498047
	Iteration 177Q: 3 clusters Score -7920521 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44129 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -7920505.500000 Penalty: 5557.498047
	Iteration 178Q: 3 clusters Score -7920506 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -7920509.000000 Penalty: 5557.498047
	Iteration 179Q: 3 clusters Score -7920509 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -7920526.500000 Penalty: 5557.498047
	Iteration 180F: 3 clusters Score -7920526 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -7920527.000000 Penalty: 5557.498047
	Iteration 181Q: 3 clusters Score -7920527 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -7920536.000000 Penalty: 5557.498047
	Iteration 182Q: 3 clusters Score -7920536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -7920531.500000 Penalty: 5557.498047
	Iteration 183Q: 3 clusters Score -7920532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -7920517.000000 Penalty: 5557.498047
	Iteration 184Q: 3 clusters Score -7920517 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -7920517.000000 Penalty: 5557.498047
	Iteration 185Q: 3 clusters Score -7920517 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -7920529.500000 Penalty: 5557.498047
	Iteration 186Q: 3 clusters Score -7920530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -7920517.500000 Penalty: 5557.498047
	Iteration 187Q: 3 clusters Score -7920518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -7920519.000000 Penalty: 5557.498047
	Iteration 188Q: 3 clusters Score -7920519 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -7920519.500000 Penalty: 5557.498047
	Iteration 189Q: 3 clusters Score -7920520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -7920515.000000 Penalty: 5557.498047
	Iteration 190Q: 3 clusters Score -7920515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -7920502.500000 Penalty: 5557.498047
	Iteration 191Q: 3 clusters Score -7920502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -7920512.000000 Penalty: 5557.498047
	Iteration 192Q: 3 clusters Score -7920512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -7920519.500000 Penalty: 5557.498047
	Iteration 193Q: 3 clusters Score -7920520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44552 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -7920510.000000 Penalty: 5557.498047
	Iteration 194Q: 3 clusters Score -7920510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -7920504.500000 Penalty: 5557.498047
	Iteration 195Q: 3 clusters Score -7920504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44582 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -7920510.500000 Penalty: 5557.498047
	Iteration 196Q: 3 clusters Score -7920510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -7920510.500000 Penalty: 5557.498047
	Iteration 197Q: 3 clusters Score -7920510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -7920514.000000 Penalty: 5557.498047
	Iteration 198Q: 3 clusters Score -7920514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -7920525.500000 Penalty: 5557.498047
	Iteration 199Q: 3 clusters Score -7920526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -7920520.000000 Penalty: 5557.498047
	Iteration 200F: 3 clusters Score -7920520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -7920526.500000 Penalty: 5557.498047
	Iteration 201Q: 3 clusters Score -7920526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -7920526.500000 Penalty: 5557.498047
	Iteration 202Q: 3 clusters Score -7920526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -7920526.000000 Penalty: 5557.498047
	Iteration 203Q: 3 clusters Score -7920526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -7920529.500000 Penalty: 5557.498047
	Iteration 204Q: 3 clusters Score -7920530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -7920525.000000 Penalty: 5557.498047
	Iteration 205Q: 3 clusters Score -7920525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -7920534.000000 Penalty: 5557.498047
	Iteration 206Q: 3 clusters Score -7920534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -7920520.500000 Penalty: 5557.498047
	Iteration 207Q: 3 clusters Score -7920520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44789 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -7920523.500000 Penalty: 5557.498047
	Iteration 208Q: 3 clusters Score -7920524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -7920522.500000 Penalty: 5557.498047
	Iteration 209Q: 3 clusters Score -7920522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -7920516.500000 Penalty: 5557.498047
	Iteration 210Q: 3 clusters Score -7920516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -7920522.500000 Penalty: 5557.498047
	Iteration 211Q: 3 clusters Score -7920522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -7920534.500000 Penalty: 5557.498047
	Iteration 212Q: 3 clusters Score -7920534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -7920528.000000 Penalty: 5557.498047
	Iteration 213Q: 3 clusters Score -7920528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -7920527.000000 Penalty: 5557.498047
	Iteration 214Q: 3 clusters Score -7920527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
Score: -7920524.000000 Penalty: 5557.498047
	Iteration 215Q: 3 clusters Score -7920524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -7920529.500000 Penalty: 5557.498047
	Iteration 216Q: 3 clusters Score -7920530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -7920526.500000 Penalty: 5557.498047
	Iteration 217Q: 3 clusters Score -7920526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -7920527.000000 Penalty: 5557.498047
	Iteration 218Q: 3 clusters Score -7920527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -7920527.000000 Penalty: 5557.498047
	Iteration 219Q: 3 clusters Score -7920527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -7920529.500000 Penalty: 5557.498047
	Iteration 220F: 3 clusters Score -7920530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -7920530.500000 Penalty: 5557.498047
	Iteration 221Q: 3 clusters Score -7920530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -7920530.000000 Penalty: 5557.498047
	Iteration 222Q: 3 clusters Score -7920530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -7920526.500000 Penalty: 5557.498047
	Iteration 223Q: 3 clusters Score -7920526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44901 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -7920531.500000 Penalty: 5557.498047
	Iteration 224Q: 3 clusters Score -7920532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -7920531.000000 Penalty: 5557.498047
	Iteration 225Q: 3 clusters Score -7920531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -7920531.000000 Penalty: 5557.498047
	Iteration 226F: 3 clusters Score -7920531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 22901 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 12056 members 
Mstep: Class 5 contains 8509 members 
Mstep: Class 6 contains 19913 members 
Mstep: Class 7 contains 8222 members 
Mstep: Class 8 contains 3466 members 
Mstep: Class 9 contains 18483 members 
Mstep: Class 10 contains 14892 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 11543 members 
Mstep: Class 14 contains 2927 members 
Mstep: Class 15 contains 89447 members 
Mstep: Class 16 contains 14384 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 31729 members 
Mstep: Class 19 contains 45232 members 
Mstep: Class 20 contains 9947 members 
Mstep: Class 21 contains 18453 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 1924 members 
Mstep: Class 24 contains 21491 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 4169 members 
Mstep: Class 27 contains 13114 members 
Mstep: Class 28 contains 1232 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 12313 members 
Mstep: Class 31 contains 44902 members 
Mstep: Class 32 contains 7502 members 
Mstep: Class 33 contains 17556 members 
Mstep: Class 34 contains 42779 members 
Mstep: Class 35 contains 14210 members 
Mstep: Class 36 contains 19266 members 
Mstep: Class 37 contains 709 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 8079 members 
Mstep: Class 40 contains 21333 members 
Mstep: Class 41 contains 1171 members 
Mstep: Class 42 contains 1975 members 
Mstep: Class 43 contains 28568 members 
Entering Unmasked Estep 
Score: -64712588.000000 Penalty: 142705.328125
Splitting cluster 31 changes total score from -64683980.000000 to -64712588.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 32 (7502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Entering Unmasked Estep 
Score: -804396.500000 Penalty: 2212.885498
	Iteration 0F: 2 clusters Score -804396.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -798285.687500 Penalty: 4425.770996
	Iteration 0F: 3 clusters Score -798285.7 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -800054.500000 Penalty: 4425.770996
	Iteration 1F: 3 clusters Score -800054.5 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -801691.750000 Penalty: 4425.770996
	Iteration 2F: 3 clusters Score -801691.8 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -804509.375000 Penalty: 4425.770996
	Iteration 3F: 3 clusters Score -804509.4 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -806174.375000 Penalty: 4425.770996
	Iteration 4F: 3 clusters Score -806174.4 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -807200.000000 Penalty: 4425.770996
	Iteration 5F: 3 clusters Score -807200 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -807796.312500 Penalty: 4425.770996
	Iteration 6F: 3 clusters Score -807796.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -808155.625000 Penalty: 4425.770996
	Iteration 7Q: 3 clusters Score -808155.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -808434.312500 Penalty: 4425.770996
	Iteration 8Q: 3 clusters Score -808434.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -808603.500000 Penalty: 4425.770996
	Iteration 9Q: 3 clusters Score -808603.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -808704.562500 Penalty: 4425.770996
	Iteration 10Q: 3 clusters Score -808704.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -808765.375000 Penalty: 4425.770996
	Iteration 11Q: 3 clusters Score -808765.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -808811.562500 Penalty: 4425.770996
	Iteration 12Q: 3 clusters Score -808811.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -808840.625000 Penalty: 4425.770996
	Iteration 13Q: 3 clusters Score -808840.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -808868.687500 Penalty: 4425.770996
	Iteration 14Q: 3 clusters Score -808868.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -808892.437500 Penalty: 4425.770996
	Iteration 15Q: 3 clusters Score -808892.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -808916.750000 Penalty: 4425.770996
	Iteration 16Q: 3 clusters Score -808916.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -808954.687500 Penalty: 4425.770996
	Iteration 17Q: 3 clusters Score -808954.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -809004.187500 Penalty: 4425.770996
	Iteration 18Q: 3 clusters Score -809004.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -809149.062500 Penalty: 4425.770996
	Iteration 19Q: 3 clusters Score -809149.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -809445.875000 Penalty: 4425.770996
	Iteration 20F: 3 clusters Score -809445.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -809539.437500 Penalty: 4425.770996
	Iteration 21Q: 3 clusters Score -809539.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -809628.375000 Penalty: 4425.770996
	Iteration 22Q: 3 clusters Score -809628.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -809778.187500 Penalty: 4425.770996
	Iteration 23Q: 3 clusters Score -809778.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -809817.562500 Penalty: 4425.770996
	Iteration 24Q: 3 clusters Score -809817.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -809828.062500 Penalty: 4425.770996
	Iteration 25Q: 3 clusters Score -809828.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -809828.062500 Penalty: 4425.770996
	Iteration 26F: 3 clusters Score -809828.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 22901 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 12056 members 
Mstep: Class 5 contains 8509 members 
Mstep: Class 6 contains 19913 members 
Mstep: Class 7 contains 8222 members 
Mstep: Class 8 contains 3466 members 
Mstep: Class 9 contains 18483 members 
Mstep: Class 10 contains 14892 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 11543 members 
Mstep: Class 14 contains 2927 members 
Mstep: Class 15 contains 89447 members 
Mstep: Class 16 contains 14384 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 31729 members 
Mstep: Class 19 contains 45232 members 
Mstep: Class 20 contains 9947 members 
Mstep: Class 21 contains 18453 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 1924 members 
Mstep: Class 24 contains 21491 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 4169 members 
Mstep: Class 27 contains 13114 members 
Mstep: Class 28 contains 1232 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 12313 members 
Mstep: Class 31 contains 44902 members 
Mstep: Class 32 contains 6885 members 
Mstep: Class 33 contains 17556 members 
Mstep: Class 34 contains 42779 members 
Mstep: Class 35 contains 14210 members 
Mstep: Class 36 contains 19266 members 
Mstep: Class 37 contains 709 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 8079 members 
Mstep: Class 40 contains 21333 members 
Mstep: Class 41 contains 1171 members 
Mstep: Class 42 contains 1975 members 
Mstep: Class 43 contains 28568 members 
Mstep: Class 44 contains 617 members 
Entering Unmasked Estep 
Score: -64716780.000000 Penalty: 146024.062500
Splitting cluster 32 changes total score from -64683980.000000 to -64716780.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 33 (17556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Entering Unmasked Estep 
Score: -1707851.875000 Penalty: 2423.741455
	Iteration 0F: 2 clusters Score -1707852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1695335.375000 Penalty: 4847.482910
	Iteration 0F: 3 clusters Score -1695335 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1699708.125000 Penalty: 4847.482910
	Iteration 1F: 3 clusters Score -1699708 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1700309.500000 Penalty: 4847.482910
	Iteration 2F: 3 clusters Score -1700310 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1700811.375000 Penalty: 4847.482910
	Iteration 3F: 3 clusters Score -1700811 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1701249.000000 Penalty: 4847.482910
	Iteration 4F: 3 clusters Score -1701249 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1701616.000000 Penalty: 4847.482910
	Iteration 5Q: 3 clusters Score -1701616 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1702000.250000 Penalty: 4847.482910
	Iteration 6Q: 3 clusters Score -1702000 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1702415.375000 Penalty: 4847.482910
	Iteration 7Q: 3 clusters Score -1702415 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1702830.500000 Penalty: 4847.482910
	Iteration 8Q: 3 clusters Score -1702830 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1703288.875000 Penalty: 4847.482910
	Iteration 9Q: 3 clusters Score -1703289 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1703744.625000 Penalty: 4847.482910
	Iteration 10Q: 3 clusters Score -1703745 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1704118.750000 Penalty: 4847.482910
	Iteration 11Q: 3 clusters Score -1704119 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1704439.000000 Penalty: 4847.482910
	Iteration 12Q: 3 clusters Score -1704439 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1704719.750000 Penalty: 4847.482910
	Iteration 13Q: 3 clusters Score -1704720 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1704927.250000 Penalty: 4847.482910
	Iteration 14Q: 3 clusters Score -1704927 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1705102.625000 Penalty: 4847.482910
	Iteration 15Q: 3 clusters Score -1705103 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1705253.375000 Penalty: 4847.482910
	Iteration 16Q: 3 clusters Score -1705253 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1705392.125000 Penalty: 4847.482910
	Iteration 17Q: 3 clusters Score -1705392 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1705537.500000 Penalty: 4847.482910
	Iteration 18Q: 3 clusters Score -1705538 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1705679.375000 Penalty: 4847.482910
	Iteration 19Q: 3 clusters Score -1705679 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1705774.250000 Penalty: 4847.482910
	Iteration 20F: 3 clusters Score -1705774 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1705840.250000 Penalty: 4847.482910
	Iteration 21Q: 3 clusters Score -1705840 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1705886.375000 Penalty: 4847.482910
	Iteration 22Q: 3 clusters Score -1705886 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1705920.750000 Penalty: 4847.482910
	Iteration 23Q: 3 clusters Score -1705921 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1705951.750000 Penalty: 4847.482910
	Iteration 24Q: 3 clusters Score -1705952 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1705982.125000 Penalty: 4847.482910
	Iteration 25Q: 3 clusters Score -1705982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1706004.875000 Penalty: 4847.482910
	Iteration 26Q: 3 clusters Score -1706005 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1706029.875000 Penalty: 4847.482910
	Iteration 27Q: 3 clusters Score -1706030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1706035.875000 Penalty: 4847.482910
	Iteration 28Q: 3 clusters Score -1706036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1706049.625000 Penalty: 4847.482910
	Iteration 29Q: 3 clusters Score -1706050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1706059.500000 Penalty: 4847.482910
	Iteration 30Q: 3 clusters Score -1706060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1706064.875000 Penalty: 4847.482910
	Iteration 31Q: 3 clusters Score -1706065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1706067.000000 Penalty: 4847.482910
	Iteration 32Q: 3 clusters Score -1706067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1706075.500000 Penalty: 4847.482910
	Iteration 33Q: 3 clusters Score -1706076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1706082.875000 Penalty: 4847.482910
	Iteration 34Q: 3 clusters Score -1706083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1706087.750000 Penalty: 4847.482910
	Iteration 35Q: 3 clusters Score -1706088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1706090.625000 Penalty: 4847.482910
	Iteration 36Q: 3 clusters Score -1706091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1706094.500000 Penalty: 4847.482910
	Iteration 37Q: 3 clusters Score -1706094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1706096.000000 Penalty: 4847.482910
	Iteration 38Q: 3 clusters Score -1706096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1706095.750000 Penalty: 4847.482910
	Iteration 39Q: 3 clusters Score -1706096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1706100.625000 Penalty: 4847.482910
	Iteration 40F: 3 clusters Score -1706101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1706102.625000 Penalty: 4847.482910
	Iteration 41Q: 3 clusters Score -1706103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1706103.625000 Penalty: 4847.482910
	Iteration 42Q: 3 clusters Score -1706104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1706103.625000 Penalty: 4847.482910
	Iteration 43F: 3 clusters Score -1706104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 22901 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 12056 members 
Mstep: Class 5 contains 8509 members 
Mstep: Class 6 contains 19913 members 
Mstep: Class 7 contains 8222 members 
Mstep: Class 8 contains 3466 members 
Mstep: Class 9 contains 18483 members 
Mstep: Class 10 contains 14892 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 11543 members 
Mstep: Class 14 contains 2927 members 
Mstep: Class 15 contains 89447 members 
Mstep: Class 16 contains 14384 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 31729 members 
Mstep: Class 19 contains 45232 members 
Mstep: Class 20 contains 9947 members 
Mstep: Class 21 contains 18453 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 1924 members 
Mstep: Class 24 contains 21491 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 4169 members 
Mstep: Class 27 contains 13114 members 
Mstep: Class 28 contains 1232 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 12313 members 
Mstep: Class 31 contains 44902 members 
Mstep: Class 32 contains 6885 members 
Mstep: Class 33 contains 17556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64726696.000000 Penalty: 146024.062500
Iteration 79Q: 45 clusters Score -6.47267e+07 nChanged 14923
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 23091 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 12121 members 
Mstep: Class 5 contains 8596 members 
Mstep: Class 6 contains 20008 members 
Mstep: Class 7 contains 8261 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 18456 members 
Mstep: Class 10 contains 14839 members 
Mstep: Class 11 contains 577 members 
Mstep: Class 12 contains 2147 members 
Mstep: Class 13 contains 12174 members 
Mstep: Class 14 contains 2944 members 
Mstep: Class 15 contains 89375 members 
Mstep: Class 16 contains 14504 members 
Mstep: Class 17 contains 1406 members 
Mstep: Class 18 contains 33074 members 
Mstep: Class 19 contains 46126 members 
Mstep: Class 20 contains 9947 members 
Mstep: Class 21 contains 18430 members 
Mstep: Class 22 contains 3451 members 
Mstep: Class 23 contains 1895 members 
Mstep: Class 24 contains 21383 members 
Mstep: Class 25 contains 9000 members 
Mstep: Class 26 contains 4184 members 
Mstep: Class 27 contains 13298 members 
Mstep: Class 28 contains 1233 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 12245 members 
Mstep: Class 31 contains 45211 members 
Mstep: Class 32 contains 7187 members 
Mstep: Class 33 contains 17994 members 
Mstep: Class 34 contains 41458 members 
Mstep: Class 35 contains 13779 members 
Mstep: Class 36 contains 18602 members 
Mstep: Class 37 contains 710 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 7698 members 
Mstep: Class 40 contains 20606 members 
Mstep: Class 41 contains 1172 members 
Mstep: Class 42 contains 1955 members 
Mstep: Class 43 contains 27417 members 
Mstep: Class 44 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64735156.000000 Penalty: 146024.062500
Iteration 80F: 45 clusters Score -6.473516e+07 nChanged 11403
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 22953 members 
Mstep: Class 3 contains 9502 members 
Mstep: Class 4 contains 12084 members 
Mstep: Class 5 contains 8477 members 
Mstep: Class 6 contains 19336 members 
Mstep: Class 7 contains 8284 members 
Mstep: Class 8 contains 3570 members 
Mstep: Class 9 contains 18420 members 
Mstep: Class 10 contains 14721 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 2150 members 
Mstep: Class 13 contains 12433 members 
Mstep: Class 14 contains 2910 members 
Mstep: Class 15 contains 89307 members 
Mstep: Class 16 contains 14540 members 
Mstep: Class 17 contains 1413 members 
Mstep: Class 18 contains 32858 members 
Mstep: Class 19 contains 45922 members 
Mstep: Class 20 contains 9938 members 
Mstep: Class 21 contains 18379 members 
Mstep: Class 22 contains 3365 members 
Mstep: Class 23 contains 1870 members 
Mstep: Class 24 contains 20865 members 
Mstep: Class 25 contains 8961 members 
Mstep: Class 26 contains 4182 members 
Mstep: Class 27 contains 13375 members 
Mstep: Class 28 contains 1233 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 12235 members 
Mstep: Class 31 contains 44943 members 
Mstep: Class 32 contains 7361 members 
Mstep: Class 33 contains 17895 members 
Mstep: Class 34 contains 41552 members 
Mstep: Class 35 contains 14082 members 
Mstep: Class 36 contains 18989 members 
Mstep: Class 37 contains 707 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 8084 members 
Mstep: Class 40 contains 20531 members 
Mstep: Class 41 contains 1176 members 
Mstep: Class 42 contains 2384 members 
Mstep: Class 43 contains 28170 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64738012.000000 Penalty: 146024.062500
Iteration 81Q: 45 clusters Score -6.473801e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 22959 members 
Mstep: Class 3 contains 9414 members 
Mstep: Class 4 contains 12092 members 
Mstep: Class 5 contains 8436 members 
Mstep: Class 6 contains 18903 members 
Mstep: Class 7 contains 8313 members 
Mstep: Class 8 contains 3588 members 
Mstep: Class 9 contains 18386 members 
Mstep: Class 10 contains 14701 members 
Mstep: Class 11 contains 577 members 
Mstep: Class 12 contains 2151 members 
Mstep: Class 13 contains 12631 members 
Mstep: Class 14 contains 2908 members 
Mstep: Class 15 contains 89302 members 
Mstep: Class 16 contains 14551 members 
Mstep: Class 17 contains 1419 members 
Mstep: Class 18 contains 32889 members 
Mstep: Class 19 contains 45635 members 
Mstep: Class 20 contains 9927 members 
Mstep: Class 21 contains 18362 members 
Mstep: Class 22 contains 3342 members 
Mstep: Class 23 contains 1853 members 
Mstep: Class 24 contains 20585 members 
Mstep: Class 25 contains 8921 members 
Mstep: Class 26 contains 4208 members 
Mstep: Class 27 contains 13449 members 
Mstep: Class 28 contains 1234 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 12285 members 
Mstep: Class 31 contains 44858 members 
Mstep: Class 32 contains 7493 members 
Mstep: Class 33 contains 17820 members 
Mstep: Class 34 contains 41347 members 
Mstep: Class 35 contains 14272 members 
Mstep: Class 36 contains 19093 members 
Mstep: Class 37 contains 706 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 8268 members 
Mstep: Class 40 contains 20432 members 
Mstep: Class 41 contains 1175 members 
Mstep: Class 42 contains 2643 members 
Mstep: Class 43 contains 28544 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739340.000000 Penalty: 146024.062500
Iteration 82Q: 45 clusters Score -6.473934e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 23016 members 
Mstep: Class 3 contains 9365 members 
Mstep: Class 4 contains 12102 members 
Mstep: Class 5 contains 8413 members 
Mstep: Class 6 contains 18569 members 
Mstep: Class 7 contains 8332 members 
Mstep: Class 8 contains 3600 members 
Mstep: Class 9 contains 18369 members 
Mstep: Class 10 contains 14685 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 2152 members 
Mstep: Class 13 contains 12771 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 89309 members 
Mstep: Class 16 contains 14556 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 18 contains 32956 members 
Mstep: Class 19 contains 45294 members 
Mstep: Class 20 contains 9910 members 
Mstep: Class 21 contains 18371 members 
Mstep: Class 22 contains 3322 members 
Mstep: Class 23 contains 1839 members 
Mstep: Class 24 contains 20381 members 
Mstep: Class 25 contains 8895 members 
Mstep: Class 26 contains 4233 members 
Mstep: Class 27 contains 13498 members 
Mstep: Class 28 contains 1236 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 12334 members 
Mstep: Class 31 contains 44839 members 
Mstep: Class 32 contains 7587 members 
Mstep: Class 33 contains 17793 members 
Mstep: Class 34 contains 41043 members 
Mstep: Class 35 contains 14440 members 
Mstep: Class 36 contains 19126 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 8405 members 
Mstep: Class 40 contains 20333 members 
Mstep: Class 41 contains 1173 members 
Mstep: Class 42 contains 2844 members 
Mstep: Class 43 contains 28857 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740824.000000 Penalty: 146024.062500
Iteration 83Q: 45 clusters Score -6.474082e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 23083 members 
Mstep: Class 3 contains 9314 members 
Mstep: Class 4 contains 12100 members 
Mstep: Class 5 contains 8394 members 
Mstep: Class 6 contains 18264 members 
Mstep: Class 7 contains 8348 members 
Mstep: Class 8 contains 3610 members 
Mstep: Class 9 contains 18353 members 
Mstep: Class 10 contains 14685 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 12887 members 
Mstep: Class 14 contains 2921 members 
Mstep: Class 15 contains 89311 members 
Mstep: Class 16 contains 14550 members 
Mstep: Class 17 contains 1429 members 
Mstep: Class 18 contains 33041 members 
Mstep: Class 19 contains 44981 members 
Mstep: Class 20 contains 9900 members 
Mstep: Class 21 contains 18419 members 
Mstep: Class 22 contains 3310 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 20250 members 
Mstep: Class 25 contains 8877 members 
Mstep: Class 26 contains 4259 members 
Mstep: Class 27 contains 13538 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 12385 members 
Mstep: Class 31 contains 44855 members 
Mstep: Class 32 contains 7657 members 
Mstep: Class 33 contains 17782 members 
Mstep: Class 34 contains 40755 members 
Mstep: Class 35 contains 14578 members 
Mstep: Class 36 contains 19099 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 8508 members 
Mstep: Class 40 contains 20246 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3014 members 
Mstep: Class 43 contains 29109 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741292.000000 Penalty: 146024.062500
Iteration 84Q: 45 clusters Score -6.474129e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 23112 members 
Mstep: Class 3 contains 9263 members 
Mstep: Class 4 contains 12105 members 
Mstep: Class 5 contains 8401 members 
Mstep: Class 6 contains 18000 members 
Mstep: Class 7 contains 8359 members 
Mstep: Class 8 contains 3613 members 
Mstep: Class 9 contains 18353 members 
Mstep: Class 10 contains 14688 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2154 members 
Mstep: Class 13 contains 12981 members 
Mstep: Class 14 contains 2926 members 
Mstep: Class 15 contains 89316 members 
Mstep: Class 16 contains 14548 members 
Mstep: Class 17 contains 1439 members 
Mstep: Class 18 contains 33123 members 
Mstep: Class 19 contains 44655 members 
Mstep: Class 20 contains 9895 members 
Mstep: Class 21 contains 18465 members 
Mstep: Class 22 contains 3299 members 
Mstep: Class 23 contains 1824 members 
Mstep: Class 24 contains 20163 members 
Mstep: Class 25 contains 8869 members 
Mstep: Class 26 contains 4282 members 
Mstep: Class 27 contains 13582 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 12445 members 
Mstep: Class 31 contains 44834 members 
Mstep: Class 32 contains 7707 members 
Mstep: Class 33 contains 17773 members 
Mstep: Class 34 contains 40482 members 
Mstep: Class 35 contains 14730 members 
Mstep: Class 36 contains 19063 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 8612 members 
Mstep: Class 40 contains 20168 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3148 members 
Mstep: Class 43 contains 29341 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742312.000000 Penalty: 146024.062500
Iteration 85Q: 45 clusters Score -6.474231e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 23156 members 
Mstep: Class 3 contains 9234 members 
Mstep: Class 4 contains 12113 members 
Mstep: Class 5 contains 8390 members 
Mstep: Class 6 contains 17786 members 
Mstep: Class 7 contains 8370 members 
Mstep: Class 8 contains 3623 members 
Mstep: Class 9 contains 18341 members 
Mstep: Class 10 contains 14673 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2157 members 
Mstep: Class 13 contains 13078 members 
Mstep: Class 14 contains 2932 members 
Mstep: Class 15 contains 89322 members 
Mstep: Class 16 contains 14546 members 
Mstep: Class 17 contains 1449 members 
Mstep: Class 18 contains 33193 members 
Mstep: Class 19 contains 44402 members 
Mstep: Class 20 contains 9891 members 
Mstep: Class 21 contains 18536 members 
Mstep: Class 22 contains 3295 members 
Mstep: Class 23 contains 1815 members 
Mstep: Class 24 contains 20107 members 
Mstep: Class 25 contains 8863 members 
Mstep: Class 26 contains 4298 members 
Mstep: Class 27 contains 13617 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 12520 members 
Mstep: Class 31 contains 44821 members 
Mstep: Class 32 contains 7746 members 
Mstep: Class 33 contains 17770 members 
Mstep: Class 34 contains 40171 members 
Mstep: Class 35 contains 14868 members 
Mstep: Class 36 contains 19032 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 8683 members 
Mstep: Class 40 contains 20087 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3266 members 
Mstep: Class 43 contains 29507 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742660.000000 Penalty: 146024.062500
Iteration 86Q: 45 clusters Score -6.474266e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 23243 members 
Mstep: Class 3 contains 9214 members 
Mstep: Class 4 contains 12119 members 
Mstep: Class 5 contains 8379 members 
Mstep: Class 6 contains 17613 members 
Mstep: Class 7 contains 8377 members 
Mstep: Class 8 contains 3627 members 
Mstep: Class 9 contains 18350 members 
Mstep: Class 10 contains 14674 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2161 members 
Mstep: Class 13 contains 13175 members 
Mstep: Class 14 contains 2932 members 
Mstep: Class 15 contains 89315 members 
Mstep: Class 16 contains 14539 members 
Mstep: Class 17 contains 1452 members 
Mstep: Class 18 contains 33261 members 
Mstep: Class 19 contains 44156 members 
Mstep: Class 20 contains 9888 members 
Mstep: Class 21 contains 18647 members 
Mstep: Class 22 contains 3296 members 
Mstep: Class 23 contains 1805 members 
Mstep: Class 24 contains 20056 members 
Mstep: Class 25 contains 8853 members 
Mstep: Class 26 contains 4315 members 
Mstep: Class 27 contains 13639 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 12582 members 
Mstep: Class 31 contains 44815 members 
Mstep: Class 32 contains 7777 members 
Mstep: Class 33 contains 17743 members 
Mstep: Class 34 contains 39844 members 
Mstep: Class 35 contains 15008 members 
Mstep: Class 36 contains 18997 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 8763 members 
Mstep: Class 40 contains 20018 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3342 members 
Mstep: Class 43 contains 29636 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743020.000000 Penalty: 146024.062500
Iteration 87Q: 45 clusters Score -6.474302e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 23338 members 
Mstep: Class 3 contains 9171 members 
Mstep: Class 4 contains 12133 members 
Mstep: Class 5 contains 8353 members 
Mstep: Class 6 contains 17460 members 
Mstep: Class 7 contains 8387 members 
Mstep: Class 8 contains 3635 members 
Mstep: Class 9 contains 18370 members 
Mstep: Class 10 contains 14673 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2164 members 
Mstep: Class 13 contains 13249 members 
Mstep: Class 14 contains 2934 members 
Mstep: Class 15 contains 89312 members 
Mstep: Class 16 contains 14538 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 33361 members 
Mstep: Class 19 contains 43901 members 
Mstep: Class 20 contains 9884 members 
Mstep: Class 21 contains 18761 members 
Mstep: Class 22 contains 3287 members 
Mstep: Class 23 contains 1802 members 
Mstep: Class 24 contains 20017 members 
Mstep: Class 25 contains 8846 members 
Mstep: Class 26 contains 4330 members 
Mstep: Class 27 contains 13657 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 12636 members 
Mstep: Class 31 contains 44785 members 
Mstep: Class 32 contains 7804 members 
Mstep: Class 33 contains 17727 members 
Mstep: Class 34 contains 39526 members 
Mstep: Class 35 contains 15160 members 
Mstep: Class 36 contains 18968 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 8814 members 
Mstep: Class 40 contains 19962 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3413 members 
Mstep: Class 43 contains 29733 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743632.000000 Penalty: 146024.062500
Iteration 88Q: 45 clusters Score -6.474363e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 23391 members 
Mstep: Class 3 contains 9142 members 
Mstep: Class 4 contains 12130 members 
Mstep: Class 5 contains 8322 members 
Mstep: Class 6 contains 17316 members 
Mstep: Class 7 contains 8397 members 
Mstep: Class 8 contains 3637 members 
Mstep: Class 9 contains 18399 members 
Mstep: Class 10 contains 14672 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2165 members 
Mstep: Class 13 contains 13322 members 
Mstep: Class 14 contains 2942 members 
Mstep: Class 15 contains 89315 members 
Mstep: Class 16 contains 14534 members 
Mstep: Class 17 contains 1459 members 
Mstep: Class 18 contains 33502 members 
Mstep: Class 19 contains 43625 members 
Mstep: Class 20 contains 9881 members 
Mstep: Class 21 contains 18872 members 
Mstep: Class 22 contains 3285 members 
Mstep: Class 23 contains 1794 members 
Mstep: Class 24 contains 19999 members 
Mstep: Class 25 contains 8845 members 
Mstep: Class 26 contains 4346 members 
Mstep: Class 27 contains 13675 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 12708 members 
Mstep: Class 31 contains 44748 members 
Mstep: Class 32 contains 7815 members 
Mstep: Class 33 contains 17717 members 
Mstep: Class 34 contains 39223 members 
Mstep: Class 35 contains 15336 members 
Mstep: Class 36 contains 18936 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 8883 members 
Mstep: Class 40 contains 19903 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3460 members 
Mstep: Class 43 contains 29800 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744200.000000 Penalty: 146024.062500
Iteration 89Q: 45 clusters Score -6.47442e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 23426 members 
Mstep: Class 3 contains 9114 members 
Mstep: Class 4 contains 12127 members 
Mstep: Class 5 contains 8292 members 
Mstep: Class 6 contains 17186 members 
Mstep: Class 7 contains 8404 members 
Mstep: Class 8 contains 3639 members 
Mstep: Class 9 contains 18435 members 
Mstep: Class 10 contains 14676 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2166 members 
Mstep: Class 13 contains 13406 members 
Mstep: Class 14 contains 2953 members 
Mstep: Class 15 contains 89321 members 
Mstep: Class 16 contains 14529 members 
Mstep: Class 17 contains 1465 members 
Mstep: Class 18 contains 33652 members 
Mstep: Class 19 contains 43333 members 
Mstep: Class 20 contains 9880 members 
Mstep: Class 21 contains 18993 members 
Mstep: Class 22 contains 3281 members 
Mstep: Class 23 contains 1786 members 
Mstep: Class 24 contains 19986 members 
Mstep: Class 25 contains 8845 members 
Mstep: Class 26 contains 4363 members 
Mstep: Class 27 contains 13692 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 12760 members 
Mstep: Class 31 contains 44709 members 
Mstep: Class 32 contains 7825 members 
Mstep: Class 33 contains 17711 members 
Mstep: Class 34 contains 38920 members 
Mstep: Class 35 contains 15530 members 
Mstep: Class 36 contains 18914 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 8946 members 
Mstep: Class 40 contains 19835 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3506 members 
Mstep: Class 43 contains 29849 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744388.000000 Penalty: 146024.062500
Iteration 90Q: 45 clusters Score -6.474439e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 23476 members 
Mstep: Class 3 contains 9097 members 
Mstep: Class 4 contains 12116 members 
Mstep: Class 5 contains 8268 members 
Mstep: Class 6 contains 17082 members 
Mstep: Class 7 contains 8412 members 
Mstep: Class 8 contains 3641 members 
Mstep: Class 9 contains 18470 members 
Mstep: Class 10 contains 14670 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2168 members 
Mstep: Class 13 contains 13495 members 
Mstep: Class 14 contains 2966 members 
Mstep: Class 15 contains 89325 members 
Mstep: Class 16 contains 14528 members 
Mstep: Class 17 contains 1468 members 
Mstep: Class 18 contains 33786 members 
Mstep: Class 19 contains 43080 members 
Mstep: Class 20 contains 9879 members 
Mstep: Class 21 contains 19090 members 
Mstep: Class 22 contains 3278 members 
Mstep: Class 23 contains 1781 members 
Mstep: Class 24 contains 19960 members 
Mstep: Class 25 contains 8840 members 
Mstep: Class 26 contains 4389 members 
Mstep: Class 27 contains 13709 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 12804 members 
Mstep: Class 31 contains 44633 members 
Mstep: Class 32 contains 7843 members 
Mstep: Class 33 contains 17719 members 
Mstep: Class 34 contains 38638 members 
Mstep: Class 35 contains 15749 members 
Mstep: Class 36 contains 18876 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 8979 members 
Mstep: Class 40 contains 19763 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3530 members 
Mstep: Class 43 contains 29901 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744860.000000 Penalty: 146024.062500
Iteration 91Q: 45 clusters Score -6.474486e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 23527 members 
Mstep: Class 3 contains 9075 members 
Mstep: Class 4 contains 12102 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 16980 members 
Mstep: Class 7 contains 8422 members 
Mstep: Class 8 contains 3638 members 
Mstep: Class 9 contains 18488 members 
Mstep: Class 10 contains 14663 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2170 members 
Mstep: Class 13 contains 13589 members 
Mstep: Class 14 contains 2973 members 
Mstep: Class 15 contains 89325 members 
Mstep: Class 16 contains 14526 members 
Mstep: Class 17 contains 1470 members 
Mstep: Class 18 contains 33896 members 
Mstep: Class 19 contains 42887 members 
Mstep: Class 20 contains 9878 members 
Mstep: Class 21 contains 19206 members 
Mstep: Class 22 contains 3275 members 
Mstep: Class 23 contains 1779 members 
Mstep: Class 24 contains 19946 members 
Mstep: Class 25 contains 8839 members 
Mstep: Class 26 contains 4409 members 
Mstep: Class 27 contains 13721 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 12846 members 
Mstep: Class 31 contains 44556 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 17727 members 
Mstep: Class 34 contains 38336 members 
Mstep: Class 35 contains 15970 members 
Mstep: Class 36 contains 18842 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9006 members 
Mstep: Class 40 contains 19699 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3545 members 
Mstep: Class 43 contains 29941 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745084.000000 Penalty: 146024.062500
Iteration 92Q: 45 clusters Score -6.474508e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 23585 members 
Mstep: Class 3 contains 9038 members 
Mstep: Class 4 contains 12091 members 
Mstep: Class 5 contains 8233 members 
Mstep: Class 6 contains 16895 members 
Mstep: Class 7 contains 8429 members 
Mstep: Class 8 contains 3637 members 
Mstep: Class 9 contains 18515 members 
Mstep: Class 10 contains 14659 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2170 members 
Mstep: Class 13 contains 13695 members 
Mstep: Class 14 contains 2983 members 
Mstep: Class 15 contains 89327 members 
Mstep: Class 16 contains 14518 members 
Mstep: Class 17 contains 1468 members 
Mstep: Class 18 contains 34009 members 
Mstep: Class 19 contains 42689 members 
Mstep: Class 20 contains 9878 members 
Mstep: Class 21 contains 19324 members 
Mstep: Class 22 contains 3274 members 
Mstep: Class 23 contains 1777 members 
Mstep: Class 24 contains 19928 members 
Mstep: Class 25 contains 8839 members 
Mstep: Class 26 contains 4424 members 
Mstep: Class 27 contains 13735 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 12869 members 
Mstep: Class 31 contains 44457 members 
Mstep: Class 32 contains 7863 members 
Mstep: Class 33 contains 17727 members 
Mstep: Class 34 contains 38003 members 
Mstep: Class 35 contains 16201 members 
Mstep: Class 36 contains 18820 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9035 members 
Mstep: Class 40 contains 19627 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3562 members 
Mstep: Class 43 contains 29989 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745468.000000 Penalty: 146024.062500
Iteration 93Q: 45 clusters Score -6.474547e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 23632 members 
Mstep: Class 3 contains 9011 members 
Mstep: Class 4 contains 12082 members 
Mstep: Class 5 contains 8213 members 
Mstep: Class 6 contains 16835 members 
Mstep: Class 7 contains 8434 members 
Mstep: Class 8 contains 3634 members 
Mstep: Class 9 contains 18547 members 
Mstep: Class 10 contains 14653 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2170 members 
Mstep: Class 13 contains 13829 members 
Mstep: Class 14 contains 2992 members 
Mstep: Class 15 contains 89326 members 
Mstep: Class 16 contains 14504 members 
Mstep: Class 17 contains 1468 members 
Mstep: Class 18 contains 34148 members 
Mstep: Class 19 contains 42478 members 
Mstep: Class 20 contains 9878 members 
Mstep: Class 21 contains 19394 members 
Mstep: Class 22 contains 3277 members 
Mstep: Class 23 contains 1779 members 
Mstep: Class 24 contains 19900 members 
Mstep: Class 25 contains 8848 members 
Mstep: Class 26 contains 4426 members 
Mstep: Class 27 contains 13750 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 12884 members 
Mstep: Class 31 contains 44383 members 
Mstep: Class 32 contains 7874 members 
Mstep: Class 33 contains 17736 members 
Mstep: Class 34 contains 37677 members 
Mstep: Class 35 contains 16430 members 
Mstep: Class 36 contains 18782 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9065 members 
Mstep: Class 40 contains 19560 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3582 members 
Mstep: Class 43 contains 30026 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745820.000000 Penalty: 146024.062500
Iteration 94Q: 45 clusters Score -6.474582e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 23653 members 
Mstep: Class 3 contains 8969 members 
Mstep: Class 4 contains 12074 members 
Mstep: Class 5 contains 8201 members 
Mstep: Class 6 contains 16800 members 
Mstep: Class 7 contains 8449 members 
Mstep: Class 8 contains 3635 members 
Mstep: Class 9 contains 18575 members 
Mstep: Class 10 contains 14648 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2170 members 
Mstep: Class 13 contains 13954 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 15 contains 89330 members 
Mstep: Class 16 contains 14498 members 
Mstep: Class 17 contains 1469 members 
Mstep: Class 18 contains 34322 members 
Mstep: Class 19 contains 42287 members 
Mstep: Class 20 contains 9878 members 
Mstep: Class 21 contains 19470 members 
Mstep: Class 22 contains 3276 members 
Mstep: Class 23 contains 1777 members 
Mstep: Class 24 contains 19865 members 
Mstep: Class 25 contains 8854 members 
Mstep: Class 26 contains 4433 members 
Mstep: Class 27 contains 13760 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 12899 members 
Mstep: Class 31 contains 44269 members 
Mstep: Class 32 contains 7891 members 
Mstep: Class 33 contains 17744 members 
Mstep: Class 34 contains 37353 members 
Mstep: Class 35 contains 16665 members 
Mstep: Class 36 contains 18744 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9087 members 
Mstep: Class 40 contains 19508 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3606 members 
Mstep: Class 43 contains 30024 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64746500.000000 Penalty: 146024.062500
Iteration 95Q: 45 clusters Score -6.47465e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 23680 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 12074 members 
Mstep: Class 5 contains 8194 members 
Mstep: Class 6 contains 16767 members 
Mstep: Class 7 contains 8456 members 
Mstep: Class 8 contains 3633 members 
Mstep: Class 9 contains 18585 members 
Mstep: Class 10 contains 14642 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2171 members 
Mstep: Class 13 contains 14103 members 
Mstep: Class 14 contains 2998 members 
Mstep: Class 15 contains 89335 members 
Mstep: Class 16 contains 14484 members 
Mstep: Class 17 contains 1468 members 
Mstep: Class 18 contains 34457 members 
Mstep: Class 19 contains 42138 members 
Mstep: Class 20 contains 9877 members 
Mstep: Class 21 contains 19555 members 
Mstep: Class 22 contains 3272 members 
Mstep: Class 23 contains 1776 members 
Mstep: Class 24 contains 19838 members 
Mstep: Class 25 contains 8853 members 
Mstep: Class 26 contains 4448 members 
Mstep: Class 27 contains 13773 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 12915 members 
Mstep: Class 31 contains 44159 members 
Mstep: Class 32 contains 7910 members 
Mstep: Class 33 contains 17747 members 
Mstep: Class 34 contains 37021 members 
Mstep: Class 35 contains 16887 members 
Mstep: Class 36 contains 18700 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9104 members 
Mstep: Class 40 contains 19450 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3630 members 
Mstep: Class 43 contains 30030 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64746672.000000 Penalty: 146024.062500
Iteration 96Q: 45 clusters Score -6.474667e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 23720 members 
Mstep: Class 3 contains 8899 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 8183 members 
Mstep: Class 6 contains 16735 members 
Mstep: Class 7 contains 8457 members 
Mstep: Class 8 contains 3633 members 
Mstep: Class 9 contains 18597 members 
Mstep: Class 10 contains 14638 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2172 members 
Mstep: Class 13 contains 14291 members 
Mstep: Class 14 contains 3003 members 
Mstep: Class 15 contains 89341 members 
Mstep: Class 16 contains 14475 members 
Mstep: Class 17 contains 1466 members 
Mstep: Class 18 contains 34570 members 
Mstep: Class 19 contains 42000 members 
Mstep: Class 20 contains 9877 members 
Mstep: Class 21 contains 19620 members 
Mstep: Class 22 contains 3278 members 
Mstep: Class 23 contains 1774 members 
Mstep: Class 24 contains 19818 members 
Mstep: Class 25 contains 8857 members 
Mstep: Class 26 contains 4452 members 
Mstep: Class 27 contains 13784 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 12932 members 
Mstep: Class 31 contains 44019 members 
Mstep: Class 32 contains 7923 members 
Mstep: Class 33 contains 17746 members 
Mstep: Class 34 contains 36661 members 
Mstep: Class 35 contains 17137 members 
Mstep: Class 36 contains 18683 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9108 members 
Mstep: Class 40 contains 19390 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3642 members 
Mstep: Class 43 contains 30042 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64746980.000000 Penalty: 146024.062500
Iteration 97Q: 45 clusters Score -6.474698e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 23744 members 
Mstep: Class 3 contains 8858 members 
Mstep: Class 4 contains 12062 members 
Mstep: Class 5 contains 8180 members 
Mstep: Class 6 contains 16700 members 
Mstep: Class 7 contains 8460 members 
Mstep: Class 8 contains 3634 members 
Mstep: Class 9 contains 18606 members 
Mstep: Class 10 contains 14633 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2174 members 
Mstep: Class 13 contains 14509 members 
Mstep: Class 14 contains 3014 members 
Mstep: Class 15 contains 89347 members 
Mstep: Class 16 contains 14473 members 
Mstep: Class 17 contains 1468 members 
Mstep: Class 18 contains 34644 members 
Mstep: Class 19 contains 41870 members 
Mstep: Class 20 contains 9875 members 
Mstep: Class 21 contains 19697 members 
Mstep: Class 22 contains 3281 members 
Mstep: Class 23 contains 1776 members 
Mstep: Class 24 contains 19803 members 
Mstep: Class 25 contains 8870 members 
Mstep: Class 26 contains 4463 members 
Mstep: Class 27 contains 13795 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 12944 members 
Mstep: Class 31 contains 43886 members 
Mstep: Class 32 contains 7928 members 
Mstep: Class 33 contains 17751 members 
Mstep: Class 34 contains 36277 members 
Mstep: Class 35 contains 17359 members 
Mstep: Class 36 contains 18671 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9123 members 
Mstep: Class 40 contains 19335 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3663 members 
Mstep: Class 43 contains 30052 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64746880.000000 Penalty: 146024.062500
Iteration 98Q: 45 clusters Score -6.474688e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 23744 members 
Mstep: Class 3 contains 8815 members 
Mstep: Class 4 contains 12062 members 
Mstep: Class 5 contains 8180 members 
Mstep: Class 6 contains 16677 members 
Mstep: Class 7 contains 8464 members 
Mstep: Class 8 contains 3633 members 
Mstep: Class 9 contains 18632 members 
Mstep: Class 10 contains 14627 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2176 members 
Mstep: Class 13 contains 14783 members 
Mstep: Class 14 contains 3020 members 
Mstep: Class 15 contains 89352 members 
Mstep: Class 16 contains 14474 members 
Mstep: Class 17 contains 1471 members 
Mstep: Class 18 contains 34727 members 
Mstep: Class 19 contains 41759 members 
Mstep: Class 20 contains 9874 members 
Mstep: Class 21 contains 19762 members 
Mstep: Class 22 contains 3287 members 
Mstep: Class 23 contains 1776 members 
Mstep: Class 24 contains 19774 members 
Mstep: Class 25 contains 8876 members 
Mstep: Class 26 contains 4474 members 
Mstep: Class 27 contains 13801 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 12966 members 
Mstep: Class 31 contains 43787 members 
Mstep: Class 32 contains 7938 members 
Mstep: Class 33 contains 17759 members 
Mstep: Class 34 contains 35848 members 
Mstep: Class 35 contains 17533 members 
Mstep: Class 36 contains 18659 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9131 members 
Mstep: Class 40 contains 19271 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3679 members 
Mstep: Class 43 contains 30045 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64747092.000000 Penalty: 146024.062500
Iteration 99Q: 45 clusters Score -6.474709e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 23757 members 
Mstep: Class 3 contains 8767 members 
Mstep: Class 4 contains 12054 members 
Mstep: Class 5 contains 8182 members 
Mstep: Class 6 contains 16656 members 
Mstep: Class 7 contains 8471 members 
Mstep: Class 8 contains 3630 members 
Mstep: Class 9 contains 18668 members 
Mstep: Class 10 contains 14624 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2178 members 
Mstep: Class 13 contains 15114 members 
Mstep: Class 14 contains 3027 members 
Mstep: Class 15 contains 89354 members 
Mstep: Class 16 contains 14472 members 
Mstep: Class 17 contains 1473 members 
Mstep: Class 18 contains 34804 members 
Mstep: Class 19 contains 41656 members 
Mstep: Class 20 contains 9873 members 
Mstep: Class 21 contains 19814 members 
Mstep: Class 22 contains 3292 members 
Mstep: Class 23 contains 1775 members 
Mstep: Class 24 contains 19751 members 
Mstep: Class 25 contains 8874 members 
Mstep: Class 26 contains 4487 members 
Mstep: Class 27 contains 13817 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 12976 members 
Mstep: Class 31 contains 43715 members 
Mstep: Class 32 contains 7942 members 
Mstep: Class 33 contains 17761 members 
Mstep: Class 34 contains 35377 members 
Mstep: Class 35 contains 17689 members 
Mstep: Class 36 contains 18646 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9132 members 
Mstep: Class 40 contains 19214 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3692 members 
Mstep: Class 43 contains 30046 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64747432.000000 Penalty: 146024.062500
Iteration 100F: 45 clusters Score -6.474743e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 23778 members 
Mstep: Class 3 contains 8731 members 
Mstep: Class 4 contains 12046 members 
Mstep: Class 5 contains 8171 members 
Mstep: Class 6 contains 16636 members 
Mstep: Class 7 contains 8484 members 
Mstep: Class 8 contains 3629 members 
Mstep: Class 9 contains 18701 members 
Mstep: Class 10 contains 14618 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2185 members 
Mstep: Class 13 contains 15503 members 
Mstep: Class 14 contains 3029 members 
Mstep: Class 15 contains 89361 members 
Mstep: Class 16 contains 14461 members 
Mstep: Class 17 contains 1474 members 
Mstep: Class 18 contains 34848 members 
Mstep: Class 19 contains 41586 members 
Mstep: Class 20 contains 9871 members 
Mstep: Class 21 contains 19860 members 
Mstep: Class 22 contains 3296 members 
Mstep: Class 23 contains 1775 members 
Mstep: Class 24 contains 19730 members 
Mstep: Class 25 contains 8880 members 
Mstep: Class 26 contains 4493 members 
Mstep: Class 27 contains 13840 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 12995 members 
Mstep: Class 31 contains 43619 members 
Mstep: Class 32 contains 7944 members 
Mstep: Class 33 contains 17758 members 
Mstep: Class 34 contains 34864 members 
Mstep: Class 35 contains 17816 members 
Mstep: Class 36 contains 18647 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9142 members 
Mstep: Class 40 contains 19162 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3705 members 
Mstep: Class 43 contains 30069 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64747548.000000 Penalty: 146024.062500
Iteration 101Q: 45 clusters Score -6.474755e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 23798 members 
Mstep: Class 3 contains 8702 members 
Mstep: Class 4 contains 12040 members 
Mstep: Class 5 contains 8167 members 
Mstep: Class 6 contains 16612 members 
Mstep: Class 7 contains 8493 members 
Mstep: Class 8 contains 3629 members 
Mstep: Class 9 contains 18720 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 15964 members 
Mstep: Class 14 contains 3032 members 
Mstep: Class 15 contains 89360 members 
Mstep: Class 16 contains 14453 members 
Mstep: Class 17 contains 1475 members 
Mstep: Class 18 contains 34907 members 
Mstep: Class 19 contains 41506 members 
Mstep: Class 20 contains 9869 members 
Mstep: Class 21 contains 19905 members 
Mstep: Class 22 contains 3298 members 
Mstep: Class 23 contains 1774 members 
Mstep: Class 24 contains 19717 members 
Mstep: Class 25 contains 8881 members 
Mstep: Class 26 contains 4501 members 
Mstep: Class 27 contains 13859 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13008 members 
Mstep: Class 31 contains 43557 members 
Mstep: Class 32 contains 7949 members 
Mstep: Class 33 contains 17761 members 
Mstep: Class 34 contains 34333 members 
Mstep: Class 35 contains 17926 members 
Mstep: Class 36 contains 18636 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9153 members 
Mstep: Class 40 contains 19090 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3717 members 
Mstep: Class 43 contains 30068 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64747644.000000 Penalty: 146024.062500
Iteration 102Q: 45 clusters Score -6.474764e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 23817 members 
Mstep: Class 3 contains 8683 members 
Mstep: Class 4 contains 12033 members 
Mstep: Class 5 contains 8149 members 
Mstep: Class 6 contains 16573 members 
Mstep: Class 7 contains 8507 members 
Mstep: Class 8 contains 3629 members 
Mstep: Class 9 contains 18734 members 
Mstep: Class 10 contains 14613 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2190 members 
Mstep: Class 13 contains 16420 members 
Mstep: Class 14 contains 3037 members 
Mstep: Class 15 contains 89355 members 
Mstep: Class 16 contains 14444 members 
Mstep: Class 17 contains 1477 members 
Mstep: Class 18 contains 34950 members 
Mstep: Class 19 contains 41435 members 
Mstep: Class 20 contains 9871 members 
Mstep: Class 21 contains 19953 members 
Mstep: Class 22 contains 3298 members 
Mstep: Class 23 contains 1775 members 
Mstep: Class 24 contains 19701 members 
Mstep: Class 25 contains 8886 members 
Mstep: Class 26 contains 4502 members 
Mstep: Class 27 contains 13878 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13028 members 
Mstep: Class 31 contains 43506 members 
Mstep: Class 32 contains 7953 members 
Mstep: Class 33 contains 17772 members 
Mstep: Class 34 contains 33872 members 
Mstep: Class 35 contains 17995 members 
Mstep: Class 36 contains 18636 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9165 members 
Mstep: Class 40 contains 19029 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3722 members 
Mstep: Class 43 contains 30069 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748044.000000 Penalty: 146024.062500
Iteration 103Q: 45 clusters Score -6.474804e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 23819 members 
Mstep: Class 3 contains 8665 members 
Mstep: Class 4 contains 12035 members 
Mstep: Class 5 contains 8142 members 
Mstep: Class 6 contains 16552 members 
Mstep: Class 7 contains 8512 members 
Mstep: Class 8 contains 3629 members 
Mstep: Class 9 contains 18769 members 
Mstep: Class 10 contains 14612 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 16945 members 
Mstep: Class 14 contains 3043 members 
Mstep: Class 15 contains 89358 members 
Mstep: Class 16 contains 14433 members 
Mstep: Class 17 contains 1478 members 
Mstep: Class 18 contains 35028 members 
Mstep: Class 19 contains 41369 members 
Mstep: Class 20 contains 9868 members 
Mstep: Class 21 contains 19981 members 
Mstep: Class 22 contains 3294 members 
Mstep: Class 23 contains 1774 members 
Mstep: Class 24 contains 19689 members 
Mstep: Class 25 contains 8897 members 
Mstep: Class 26 contains 4506 members 
Mstep: Class 27 contains 13889 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13044 members 
Mstep: Class 31 contains 43441 members 
Mstep: Class 32 contains 7956 members 
Mstep: Class 33 contains 17776 members 
Mstep: Class 34 contains 33365 members 
Mstep: Class 35 contains 18053 members 
Mstep: Class 36 contains 18630 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9177 members 
Mstep: Class 40 contains 18970 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3723 members 
Mstep: Class 43 contains 30044 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748548.000000 Penalty: 146024.062500
Iteration 104Q: 45 clusters Score -6.474855e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 23815 members 
Mstep: Class 3 contains 8649 members 
Mstep: Class 4 contains 12025 members 
Mstep: Class 5 contains 8143 members 
Mstep: Class 6 contains 16542 members 
Mstep: Class 7 contains 8523 members 
Mstep: Class 8 contains 3630 members 
Mstep: Class 9 contains 18792 members 
Mstep: Class 10 contains 14604 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 17490 members 
Mstep: Class 14 contains 3047 members 
Mstep: Class 15 contains 89363 members 
Mstep: Class 16 contains 14417 members 
Mstep: Class 17 contains 1479 members 
Mstep: Class 18 contains 35084 members 
Mstep: Class 19 contains 41301 members 
Mstep: Class 20 contains 9866 members 
Mstep: Class 21 contains 19993 members 
Mstep: Class 22 contains 3298 members 
Mstep: Class 23 contains 1775 members 
Mstep: Class 24 contains 19679 members 
Mstep: Class 25 contains 8902 members 
Mstep: Class 26 contains 4507 members 
Mstep: Class 27 contains 13910 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13058 members 
Mstep: Class 31 contains 43377 members 
Mstep: Class 32 contains 7963 members 
Mstep: Class 33 contains 17785 members 
Mstep: Class 34 contains 32925 members 
Mstep: Class 35 contains 18102 members 
Mstep: Class 36 contains 18617 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9193 members 
Mstep: Class 40 contains 18911 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3728 members 
Mstep: Class 43 contains 30013 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748964.000000 Penalty: 146024.062500
Iteration 105Q: 45 clusters Score -6.474896e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 23827 members 
Mstep: Class 3 contains 8636 members 
Mstep: Class 4 contains 12022 members 
Mstep: Class 5 contains 8142 members 
Mstep: Class 6 contains 16521 members 
Mstep: Class 7 contains 8533 members 
Mstep: Class 8 contains 3629 members 
Mstep: Class 9 contains 18809 members 
Mstep: Class 10 contains 14595 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 18053 members 
Mstep: Class 14 contains 3054 members 
Mstep: Class 15 contains 89360 members 
Mstep: Class 16 contains 14410 members 
Mstep: Class 17 contains 1481 members 
Mstep: Class 18 contains 35138 members 
Mstep: Class 19 contains 41241 members 
Mstep: Class 20 contains 9863 members 
Mstep: Class 21 contains 20019 members 
Mstep: Class 22 contains 3299 members 
Mstep: Class 23 contains 1777 members 
Mstep: Class 24 contains 19662 members 
Mstep: Class 25 contains 8905 members 
Mstep: Class 26 contains 4509 members 
Mstep: Class 27 contains 13925 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13061 members 
Mstep: Class 31 contains 43326 members 
Mstep: Class 32 contains 7972 members 
Mstep: Class 33 contains 17794 members 
Mstep: Class 34 contains 32528 members 
Mstep: Class 35 contains 18136 members 
Mstep: Class 36 contains 18612 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9207 members 
Mstep: Class 40 contains 18857 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3737 members 
Mstep: Class 43 contains 29969 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749036.000000 Penalty: 146024.062500
Iteration 106Q: 45 clusters Score -6.474904e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 23860 members 
Mstep: Class 3 contains 8626 members 
Mstep: Class 4 contains 12019 members 
Mstep: Class 5 contains 8137 members 
Mstep: Class 6 contains 16508 members 
Mstep: Class 7 contains 8542 members 
Mstep: Class 8 contains 3629 members 
Mstep: Class 9 contains 18828 members 
Mstep: Class 10 contains 14592 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 18688 members 
Mstep: Class 14 contains 3060 members 
Mstep: Class 15 contains 89358 members 
Mstep: Class 16 contains 14409 members 
Mstep: Class 17 contains 1483 members 
Mstep: Class 18 contains 35167 members 
Mstep: Class 19 contains 41198 members 
Mstep: Class 20 contains 9863 members 
Mstep: Class 21 contains 20042 members 
Mstep: Class 22 contains 3299 members 
Mstep: Class 23 contains 1778 members 
Mstep: Class 24 contains 19644 members 
Mstep: Class 25 contains 8908 members 
Mstep: Class 26 contains 4510 members 
Mstep: Class 27 contains 13929 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13066 members 
Mstep: Class 31 contains 43283 members 
Mstep: Class 32 contains 7973 members 
Mstep: Class 33 contains 17799 members 
Mstep: Class 34 contains 32160 members 
Mstep: Class 35 contains 18150 members 
Mstep: Class 36 contains 18608 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9217 members 
Mstep: Class 40 contains 18794 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3743 members 
Mstep: Class 43 contains 29902 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749360.000000 Penalty: 146024.062500
Iteration 107Q: 45 clusters Score -6.474936e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 23891 members 
Mstep: Class 3 contains 8618 members 
Mstep: Class 4 contains 12020 members 
Mstep: Class 5 contains 8130 members 
Mstep: Class 6 contains 16496 members 
Mstep: Class 7 contains 8548 members 
Mstep: Class 8 contains 3629 members 
Mstep: Class 9 contains 18841 members 
Mstep: Class 10 contains 14586 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2199 members 
Mstep: Class 13 contains 19317 members 
Mstep: Class 14 contains 3065 members 
Mstep: Class 15 contains 89355 members 
Mstep: Class 16 contains 14413 members 
Mstep: Class 17 contains 1483 members 
Mstep: Class 18 contains 35184 members 
Mstep: Class 19 contains 41158 members 
Mstep: Class 20 contains 9862 members 
Mstep: Class 21 contains 20064 members 
Mstep: Class 22 contains 3296 members 
Mstep: Class 23 contains 1781 members 
Mstep: Class 24 contains 19637 members 
Mstep: Class 25 contains 8909 members 
Mstep: Class 26 contains 4512 members 
Mstep: Class 27 contains 13940 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13076 members 
Mstep: Class 31 contains 43256 members 
Mstep: Class 32 contains 7974 members 
Mstep: Class 33 contains 17798 members 
Mstep: Class 34 contains 31818 members 
Mstep: Class 35 contains 18169 members 
Mstep: Class 36 contains 18603 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9227 members 
Mstep: Class 40 contains 18742 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3750 members 
Mstep: Class 43 contains 29812 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749544.000000 Penalty: 146024.062500
Iteration 108Q: 45 clusters Score -6.474954e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 23923 members 
Mstep: Class 3 contains 8609 members 
Mstep: Class 4 contains 12026 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 16486 members 
Mstep: Class 7 contains 8554 members 
Mstep: Class 8 contains 3629 members 
Mstep: Class 9 contains 18865 members 
Mstep: Class 10 contains 14584 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 19920 members 
Mstep: Class 14 contains 3072 members 
Mstep: Class 15 contains 89350 members 
Mstep: Class 16 contains 14413 members 
Mstep: Class 17 contains 1483 members 
Mstep: Class 18 contains 35196 members 
Mstep: Class 19 contains 41106 members 
Mstep: Class 20 contains 9861 members 
Mstep: Class 21 contains 20086 members 
Mstep: Class 22 contains 3296 members 
Mstep: Class 23 contains 1783 members 
Mstep: Class 24 contains 19636 members 
Mstep: Class 25 contains 8907 members 
Mstep: Class 26 contains 4521 members 
Mstep: Class 27 contains 13942 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13078 members 
Mstep: Class 31 contains 43236 members 
Mstep: Class 32 contains 7973 members 
Mstep: Class 33 contains 17813 members 
Mstep: Class 34 contains 31542 members 
Mstep: Class 35 contains 18189 members 
Mstep: Class 36 contains 18590 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9229 members 
Mstep: Class 40 contains 18695 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3757 members 
Mstep: Class 43 contains 29728 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749872.000000 Penalty: 146024.062500
Iteration 109Q: 45 clusters Score -6.474987e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 23949 members 
Mstep: Class 3 contains 8602 members 
Mstep: Class 4 contains 12035 members 
Mstep: Class 5 contains 8114 members 
Mstep: Class 6 contains 16479 members 
Mstep: Class 7 contains 8559 members 
Mstep: Class 8 contains 3629 members 
Mstep: Class 9 contains 18879 members 
Mstep: Class 10 contains 14585 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 20463 members 
Mstep: Class 14 contains 3076 members 
Mstep: Class 15 contains 89355 members 
Mstep: Class 16 contains 14411 members 
Mstep: Class 17 contains 1483 members 
Mstep: Class 18 contains 35227 members 
Mstep: Class 19 contains 41074 members 
Mstep: Class 20 contains 9860 members 
Mstep: Class 21 contains 20107 members 
Mstep: Class 22 contains 3291 members 
Mstep: Class 23 contains 1781 members 
Mstep: Class 24 contains 19624 members 
Mstep: Class 25 contains 8910 members 
Mstep: Class 26 contains 4521 members 
Mstep: Class 27 contains 13939 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13085 members 
Mstep: Class 31 contains 43227 members 
Mstep: Class 32 contains 7974 members 
Mstep: Class 33 contains 17824 members 
Mstep: Class 34 contains 31322 members 
Mstep: Class 35 contains 18191 members 
Mstep: Class 36 contains 18578 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9231 members 
Mstep: Class 40 contains 18650 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3761 members 
Mstep: Class 43 contains 29651 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749928.000000 Penalty: 146024.062500
Iteration 110Q: 45 clusters Score -6.474993e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 23976 members 
Mstep: Class 3 contains 8588 members 
Mstep: Class 4 contains 12038 members 
Mstep: Class 5 contains 8111 members 
Mstep: Class 6 contains 16463 members 
Mstep: Class 7 contains 8560 members 
Mstep: Class 8 contains 3629 members 
Mstep: Class 9 contains 18881 members 
Mstep: Class 10 contains 14583 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 20933 members 
Mstep: Class 14 contains 3077 members 
Mstep: Class 15 contains 89354 members 
Mstep: Class 16 contains 14417 members 
Mstep: Class 17 contains 1483 members 
Mstep: Class 18 contains 35243 members 
Mstep: Class 19 contains 41051 members 
Mstep: Class 20 contains 9859 members 
Mstep: Class 21 contains 20126 members 
Mstep: Class 22 contains 3299 members 
Mstep: Class 23 contains 1782 members 
Mstep: Class 24 contains 19620 members 
Mstep: Class 25 contains 8914 members 
Mstep: Class 26 contains 4524 members 
Mstep: Class 27 contains 13941 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13093 members 
Mstep: Class 31 contains 43239 members 
Mstep: Class 32 contains 7973 members 
Mstep: Class 33 contains 17839 members 
Mstep: Class 34 contains 31157 members 
Mstep: Class 35 contains 18186 members 
Mstep: Class 36 contains 18569 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9228 members 
Mstep: Class 40 contains 18609 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3768 members 
Mstep: Class 43 contains 29575 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749860.000000 Penalty: 146024.062500
Iteration 111Q: 45 clusters Score -6.474986e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 23993 members 
Mstep: Class 3 contains 8586 members 
Mstep: Class 4 contains 12033 members 
Mstep: Class 5 contains 8111 members 
Mstep: Class 6 contains 16461 members 
Mstep: Class 7 contains 8564 members 
Mstep: Class 8 contains 3629 members 
Mstep: Class 9 contains 18887 members 
Mstep: Class 10 contains 14581 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 21384 members 
Mstep: Class 14 contains 3080 members 
Mstep: Class 15 contains 89345 members 
Mstep: Class 16 contains 14419 members 
Mstep: Class 17 contains 1483 members 
Mstep: Class 18 contains 35271 members 
Mstep: Class 19 contains 41038 members 
Mstep: Class 20 contains 9858 members 
Mstep: Class 21 contains 20150 members 
Mstep: Class 22 contains 3297 members 
Mstep: Class 23 contains 1781 members 
Mstep: Class 24 contains 19617 members 
Mstep: Class 25 contains 8917 members 
Mstep: Class 26 contains 4528 members 
Mstep: Class 27 contains 13940 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13106 members 
Mstep: Class 31 contains 43247 members 
Mstep: Class 32 contains 7973 members 
Mstep: Class 33 contains 17847 members 
Mstep: Class 34 contains 30997 members 
Mstep: Class 35 contains 18187 members 
Mstep: Class 36 contains 18561 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9225 members 
Mstep: Class 40 contains 18569 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3771 members 
Mstep: Class 43 contains 29478 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750216.000000 Penalty: 146024.062500
Iteration 112Q: 45 clusters Score -6.475022e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 23997 members 
Mstep: Class 3 contains 8587 members 
Mstep: Class 4 contains 12025 members 
Mstep: Class 5 contains 8113 members 
Mstep: Class 6 contains 16455 members 
Mstep: Class 7 contains 8564 members 
Mstep: Class 8 contains 3629 members 
Mstep: Class 9 contains 18900 members 
Mstep: Class 10 contains 14579 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 21808 members 
Mstep: Class 14 contains 3080 members 
Mstep: Class 15 contains 89342 members 
Mstep: Class 16 contains 14416 members 
Mstep: Class 17 contains 1483 members 
Mstep: Class 18 contains 35289 members 
Mstep: Class 19 contains 41028 members 
Mstep: Class 20 contains 9857 members 
Mstep: Class 21 contains 20169 members 
Mstep: Class 22 contains 3297 members 
Mstep: Class 23 contains 1780 members 
Mstep: Class 24 contains 19606 members 
Mstep: Class 25 contains 8917 members 
Mstep: Class 26 contains 4534 members 
Mstep: Class 27 contains 13944 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13118 members 
Mstep: Class 31 contains 43273 members 
Mstep: Class 32 contains 7973 members 
Mstep: Class 33 contains 17852 members 
Mstep: Class 34 contains 30875 members 
Mstep: Class 35 contains 18189 members 
Mstep: Class 36 contains 18545 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9225 members 
Mstep: Class 40 contains 18520 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3775 members 
Mstep: Class 43 contains 29396 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750460.000000 Penalty: 146024.062500
Iteration 113Q: 45 clusters Score -6.475046e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 23994 members 
Mstep: Class 3 contains 8592 members 
Mstep: Class 4 contains 12020 members 
Mstep: Class 5 contains 8110 members 
Mstep: Class 6 contains 16451 members 
Mstep: Class 7 contains 8565 members 
Mstep: Class 8 contains 3628 members 
Mstep: Class 9 contains 18913 members 
Mstep: Class 10 contains 14580 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 22195 members 
Mstep: Class 14 contains 3080 members 
Mstep: Class 15 contains 89343 members 
Mstep: Class 16 contains 14417 members 
Mstep: Class 17 contains 1483 members 
Mstep: Class 18 contains 35312 members 
Mstep: Class 19 contains 41016 members 
Mstep: Class 20 contains 9855 members 
Mstep: Class 21 contains 20189 members 
Mstep: Class 22 contains 3296 members 
Mstep: Class 23 contains 1778 members 
Mstep: Class 24 contains 19594 members 
Mstep: Class 25 contains 8920 members 
Mstep: Class 26 contains 4540 members 
Mstep: Class 27 contains 13941 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13125 members 
Mstep: Class 31 contains 43294 members 
Mstep: Class 32 contains 7972 members 
Mstep: Class 33 contains 17859 members 
Mstep: Class 34 contains 30764 members 
Mstep: Class 35 contains 18189 members 
Mstep: Class 36 contains 18536 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9225 members 
Mstep: Class 40 contains 18479 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3781 members 
Mstep: Class 43 contains 29324 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750528.000000 Penalty: 146024.062500
Iteration 114Q: 45 clusters Score -6.475053e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 24004 members 
Mstep: Class 3 contains 8596 members 
Mstep: Class 4 contains 12014 members 
Mstep: Class 5 contains 8111 members 
Mstep: Class 6 contains 16446 members 
Mstep: Class 7 contains 8565 members 
Mstep: Class 8 contains 3628 members 
Mstep: Class 9 contains 18918 members 
Mstep: Class 10 contains 14579 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 22595 members 
Mstep: Class 14 contains 3081 members 
Mstep: Class 15 contains 89345 members 
Mstep: Class 16 contains 14420 members 
Mstep: Class 17 contains 1483 members 
Mstep: Class 18 contains 35305 members 
Mstep: Class 19 contains 40999 members 
Mstep: Class 20 contains 9853 members 
Mstep: Class 21 contains 20218 members 
Mstep: Class 22 contains 3296 members 
Mstep: Class 23 contains 1779 members 
Mstep: Class 24 contains 19585 members 
Mstep: Class 25 contains 8923 members 
Mstep: Class 26 contains 4540 members 
Mstep: Class 27 contains 13939 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13131 members 
Mstep: Class 31 contains 43307 members 
Mstep: Class 32 contains 7972 members 
Mstep: Class 33 contains 17865 members 
Mstep: Class 34 contains 30681 members 
Mstep: Class 35 contains 18187 members 
Mstep: Class 36 contains 18529 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9220 members 
Mstep: Class 40 contains 18447 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3784 members 
Mstep: Class 43 contains 29265 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750568.000000 Penalty: 146024.062500
Iteration 115Q: 45 clusters Score -6.475057e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 24011 members 
Mstep: Class 3 contains 8591 members 
Mstep: Class 4 contains 12013 members 
Mstep: Class 5 contains 8110 members 
Mstep: Class 6 contains 16446 members 
Mstep: Class 7 contains 8564 members 
Mstep: Class 8 contains 3630 members 
Mstep: Class 9 contains 18925 members 
Mstep: Class 10 contains 14579 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 22955 members 
Mstep: Class 14 contains 3082 members 
Mstep: Class 15 contains 89344 members 
Mstep: Class 16 contains 14422 members 
Mstep: Class 17 contains 1483 members 
Mstep: Class 18 contains 35313 members 
Mstep: Class 19 contains 40979 members 
Mstep: Class 20 contains 9853 members 
Mstep: Class 21 contains 20229 members 
Mstep: Class 22 contains 3297 members 
Mstep: Class 23 contains 1781 members 
Mstep: Class 24 contains 19578 members 
Mstep: Class 25 contains 8921 members 
Mstep: Class 26 contains 4545 members 
Mstep: Class 27 contains 13939 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 43309 members 
Mstep: Class 32 contains 7972 members 
Mstep: Class 33 contains 17873 members 
Mstep: Class 34 contains 30617 members 
Mstep: Class 35 contains 18190 members 
Mstep: Class 36 contains 18513 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9214 members 
Mstep: Class 40 contains 18420 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3789 members 
Mstep: Class 43 contains 29222 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750640.000000 Penalty: 146024.062500
Iteration 116Q: 45 clusters Score -6.475064e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 24028 members 
Mstep: Class 3 contains 8594 members 
Mstep: Class 4 contains 12012 members 
Mstep: Class 5 contains 8115 members 
Mstep: Class 6 contains 16441 members 
Mstep: Class 7 contains 8562 members 
Mstep: Class 8 contains 3630 members 
Mstep: Class 9 contains 18930 members 
Mstep: Class 10 contains 14579 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 23282 members 
Mstep: Class 14 contains 3084 members 
Mstep: Class 15 contains 89343 members 
Mstep: Class 16 contains 14428 members 
Mstep: Class 17 contains 1483 members 
Mstep: Class 18 contains 35301 members 
Mstep: Class 19 contains 40950 members 
Mstep: Class 20 contains 9853 members 
Mstep: Class 21 contains 20244 members 
Mstep: Class 22 contains 3295 members 
Mstep: Class 23 contains 1782 members 
Mstep: Class 24 contains 19570 members 
Mstep: Class 25 contains 8919 members 
Mstep: Class 26 contains 4546 members 
Mstep: Class 27 contains 13939 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13140 members 
Mstep: Class 31 contains 43310 members 
Mstep: Class 32 contains 7972 members 
Mstep: Class 33 contains 17879 members 
Mstep: Class 34 contains 30567 members 
Mstep: Class 35 contains 18191 members 
Mstep: Class 36 contains 18506 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9215 members 
Mstep: Class 40 contains 18408 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3790 members 
Mstep: Class 43 contains 29179 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750624.000000 Penalty: 146024.062500
Iteration 117Q: 45 clusters Score -6.475062e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 24034 members 
Mstep: Class 3 contains 8594 members 
Mstep: Class 4 contains 12010 members 
Mstep: Class 5 contains 8113 members 
Mstep: Class 6 contains 16438 members 
Mstep: Class 7 contains 8562 members 
Mstep: Class 8 contains 3630 members 
Mstep: Class 9 contains 18933 members 
Mstep: Class 10 contains 14580 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 23574 members 
Mstep: Class 14 contains 3088 members 
Mstep: Class 15 contains 89339 members 
Mstep: Class 16 contains 14432 members 
Mstep: Class 17 contains 1483 members 
Mstep: Class 18 contains 35321 members 
Mstep: Class 19 contains 40928 members 
Mstep: Class 20 contains 9853 members 
Mstep: Class 21 contains 20249 members 
Mstep: Class 22 contains 3293 members 
Mstep: Class 23 contains 1784 members 
Mstep: Class 24 contains 19569 members 
Mstep: Class 25 contains 8914 members 
Mstep: Class 26 contains 4548 members 
Mstep: Class 27 contains 13939 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13142 members 
Mstep: Class 31 contains 43311 members 
Mstep: Class 32 contains 7971 members 
Mstep: Class 33 contains 17883 members 
Mstep: Class 34 contains 30508 members 
Mstep: Class 35 contains 18192 members 
Mstep: Class 36 contains 18501 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9216 members 
Mstep: Class 40 contains 18398 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3791 members 
Mstep: Class 43 contains 29161 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750748.000000 Penalty: 146024.062500
Iteration 118Q: 45 clusters Score -6.475075e+07 nChanged 559
Entering ConstructFrom: 
Score: -64750748.000000 Penalty: 146024.062500
Entering ConstructFrom: 
Trying to split cluster 1 (24839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Entering Unmasked Estep 
Score: -2708675.750000 Penalty: 2509.802246
	Iteration 0F: 2 clusters Score -2708676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2691463.500000 Penalty: 5019.604492
	Iteration 0F: 3 clusters Score -2691464 nChanged 11144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2697700.250000 Penalty: 5019.604492
	Iteration 1F: 3 clusters Score -2697700 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2698403.500000 Penalty: 5019.604492
	Iteration 2F: 3 clusters Score -2698404 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2699232.000000 Penalty: 5019.604492
	Iteration 3F: 3 clusters Score -2699232 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -2700237.750000 Penalty: 5019.604492
	Iteration 4F: 3 clusters Score -2700238 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -2701288.750000 Penalty: 5019.604492
	Iteration 5F: 3 clusters Score -2701289 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2702394.250000 Penalty: 5019.604492
	Iteration 6F: 3 clusters Score -2702394 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2703450.000000 Penalty: 5019.604492
	Iteration 7F: 3 clusters Score -2703450 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2704239.250000 Penalty: 5019.604492
	Iteration 8Q: 3 clusters Score -2704239 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2704956.000000 Penalty: 5019.604492
	Iteration 9Q: 3 clusters Score -2704956 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -2705601.250000 Penalty: 5019.604492
	Iteration 10Q: 3 clusters Score -2705601 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -2706158.000000 Penalty: 5019.604492
	Iteration 11Q: 3 clusters Score -2706158 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -2706497.000000 Penalty: 5019.604492
	Iteration 12Q: 3 clusters Score -2706497 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2706671.250000 Penalty: 5019.604492
	Iteration 13Q: 3 clusters Score -2706671 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -2706790.750000 Penalty: 5019.604492
	Iteration 14Q: 3 clusters Score -2706791 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2706835.750000 Penalty: 5019.604492
	Iteration 15Q: 3 clusters Score -2706836 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2706868.250000 Penalty: 5019.604492
	Iteration 16Q: 3 clusters Score -2706868 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2706888.500000 Penalty: 5019.604492
	Iteration 17Q: 3 clusters Score -2706888 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -2706882.500000 Penalty: 5019.604492
	Iteration 18Q: 3 clusters Score -2706882 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2706897.250000 Penalty: 5019.604492
	Iteration 19Q: 3 clusters Score -2706897 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2706901.250000 Penalty: 5019.604492
	Iteration 20F: 3 clusters Score -2706901 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2706903.250000 Penalty: 5019.604492
	Iteration 21Q: 3 clusters Score -2706903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2706906.750000 Penalty: 5019.604492
	Iteration 22Q: 3 clusters Score -2706907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2706907.000000 Penalty: 5019.604492
	Iteration 23Q: 3 clusters Score -2706907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2706904.500000 Penalty: 5019.604492
	Iteration 24Q: 3 clusters Score -2706904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2706903.500000 Penalty: 5019.604492
	Iteration 25Q: 3 clusters Score -2706904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -2706909.000000 Penalty: 5019.604492
	Iteration 26Q: 3 clusters Score -2706909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -2706905.500000 Penalty: 5019.604492
	Iteration 27Q: 3 clusters Score -2706906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2706906.250000 Penalty: 5019.604492
	Iteration 28Q: 3 clusters Score -2706906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2706907.750000 Penalty: 5019.604492
	Iteration 29Q: 3 clusters Score -2706908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -2706907.000000 Penalty: 5019.604492
	Iteration 30Q: 3 clusters Score -2706907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2706908.750000 Penalty: 5019.604492
	Iteration 31Q: 3 clusters Score -2706909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2706908.250000 Penalty: 5019.604492
	Iteration 32Q: 3 clusters Score -2706908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -2706911.000000 Penalty: 5019.604492
	Iteration 33Q: 3 clusters Score -2706911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2706914.250000 Penalty: 5019.604492
	Iteration 34Q: 3 clusters Score -2706914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2706915.250000 Penalty: 5019.604492
	Iteration 35Q: 3 clusters Score -2706915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -2706917.000000 Penalty: 5019.604492
	Iteration 36Q: 3 clusters Score -2706917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2706916.750000 Penalty: 5019.604492
	Iteration 37Q: 3 clusters Score -2706917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2706916.750000 Penalty: 5019.604492
	Iteration 38F: 3 clusters Score -2706917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Entering Unmasked Estep 
Score: -2061400.375000 Penalty: 2501.641846
	Iteration 0F: 2 clusters Score -2061400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2044710.375000 Penalty: 5003.283691
	Iteration 0F: 3 clusters Score -2044710 nChanged 10747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2051593.625000 Penalty: 5003.283691
	Iteration 1F: 3 clusters Score -2051594 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2053275.000000 Penalty: 5003.283691
	Iteration 2F: 3 clusters Score -2053275 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2054834.500000 Penalty: 5003.283691
	Iteration 3F: 3 clusters Score -2054834 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2056141.750000 Penalty: 5003.283691
	Iteration 4F: 3 clusters Score -2056142 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2057130.625000 Penalty: 5003.283691
	Iteration 5F: 3 clusters Score -2057131 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2057795.750000 Penalty: 5003.283691
	Iteration 6F: 3 clusters Score -2057796 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2058226.625000 Penalty: 5003.283691
	Iteration 7Q: 3 clusters Score -2058227 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -2058478.875000 Penalty: 5003.283691
	Iteration 8Q: 3 clusters Score -2058479 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2058638.125000 Penalty: 5003.283691
	Iteration 9Q: 3 clusters Score -2058638 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2058743.500000 Penalty: 5003.283691
	Iteration 10Q: 3 clusters Score -2058744 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2058839.375000 Penalty: 5003.283691
	Iteration 11Q: 3 clusters Score -2058839 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2058916.250000 Penalty: 5003.283691
	Iteration 12Q: 3 clusters Score -2058916 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2058968.375000 Penalty: 5003.283691
	Iteration 13Q: 3 clusters Score -2058968 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2059033.000000 Penalty: 5003.283691
	Iteration 14Q: 3 clusters Score -2059033 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2059103.000000 Penalty: 5003.283691
	Iteration 15Q: 3 clusters Score -2059103 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2059176.500000 Penalty: 5003.283691
	Iteration 16Q: 3 clusters Score -2059176 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2059247.500000 Penalty: 5003.283691
	Iteration 17Q: 3 clusters Score -2059248 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2059300.625000 Penalty: 5003.283691
	Iteration 18Q: 3 clusters Score -2059301 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -2059342.000000 Penalty: 5003.283691
	Iteration 19Q: 3 clusters Score -2059342 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -2059387.500000 Penalty: 5003.283691
	Iteration 20F: 3 clusters Score -2059388 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2059393.000000 Penalty: 5003.283691
	Iteration 21Q: 3 clusters Score -2059393 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2059411.000000 Penalty: 5003.283691
	Iteration 22Q: 3 clusters Score -2059411 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -2059421.125000 Penalty: 5003.283691
	Iteration 23Q: 3 clusters Score -2059421 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2059434.500000 Penalty: 5003.283691
	Iteration 24Q: 3 clusters Score -2059434 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2059436.250000 Penalty: 5003.283691
	Iteration 25Q: 3 clusters Score -2059436 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2059448.500000 Penalty: 5003.283691
	Iteration 26Q: 3 clusters Score -2059448 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2059451.375000 Penalty: 5003.283691
	Iteration 27Q: 3 clusters Score -2059451 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -2059448.875000 Penalty: 5003.283691
	Iteration 28Q: 3 clusters Score -2059449 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2059450.625000 Penalty: 5003.283691
	Iteration 29Q: 3 clusters Score -2059451 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2059458.125000 Penalty: 5003.283691
	Iteration 30Q: 3 clusters Score -2059458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2059459.375000 Penalty: 5003.283691
	Iteration 31Q: 3 clusters Score -2059459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2059457.125000 Penalty: 5003.283691
	Iteration 32Q: 3 clusters Score -2059457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2059455.875000 Penalty: 5003.283691
	Iteration 33Q: 3 clusters Score -2059456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2059458.250000 Penalty: 5003.283691
	Iteration 34Q: 3 clusters Score -2059458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2059456.875000 Penalty: 5003.283691
	Iteration 35Q: 3 clusters Score -2059457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2059460.750000 Penalty: 5003.283691
	Iteration 36Q: 3 clusters Score -2059461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -2059462.875000 Penalty: 5003.283691
	Iteration 37Q: 3 clusters Score -2059463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2059467.500000 Penalty: 5003.283691
	Iteration 38Q: 3 clusters Score -2059468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2059471.500000 Penalty: 5003.283691
	Iteration 39Q: 3 clusters Score -2059472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2059475.000000 Penalty: 5003.283691
	Iteration 40F: 3 clusters Score -2059475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2059471.625000 Penalty: 5003.283691
	Iteration 41Q: 3 clusters Score -2059472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -2059475.125000 Penalty: 5003.283691
	Iteration 42Q: 3 clusters Score -2059475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2059474.250000 Penalty: 5003.283691
	Iteration 43Q: 3 clusters Score -2059474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2059472.750000 Penalty: 5003.283691
	Iteration 44Q: 3 clusters Score -2059473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2059475.250000 Penalty: 5003.283691
	Iteration 45Q: 3 clusters Score -2059475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2059471.250000 Penalty: 5003.283691
	Iteration 46Q: 3 clusters Score -2059471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2059473.000000 Penalty: 5003.283691
	Iteration 47Q: 3 clusters Score -2059473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2059475.500000 Penalty: 5003.283691
	Iteration 48Q: 3 clusters Score -2059476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2059471.875000 Penalty: 5003.283691
	Iteration 49Q: 3 clusters Score -2059472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -2059474.625000 Penalty: 5003.283691
	Iteration 50Q: 3 clusters Score -2059475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2059474.625000 Penalty: 5003.283691
	Iteration 51Q: 3 clusters Score -2059475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2059471.750000 Penalty: 5003.283691
	Iteration 52Q: 3 clusters Score -2059472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2059474.000000 Penalty: 5003.283691
	Iteration 53Q: 3 clusters Score -2059474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2059474.000000 Penalty: 5003.283691
	Iteration 54F: 3 clusters Score -2059474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Entering Unmasked Estep 
Score: -857967.562500 Penalty: 2246.789307
	Iteration 0F: 2 clusters Score -857967.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -851189.687500 Penalty: 4493.578613
	Iteration 0F: 3 clusters Score -851189.7 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -853279.687500 Penalty: 4493.578613
	Iteration 1F: 3 clusters Score -853279.7 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -853817.812500 Penalty: 4493.578613
	Iteration 2F: 3 clusters Score -853817.8 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -854465.375000 Penalty: 4493.578613
	Iteration 3F: 3 clusters Score -854465.4 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -855149.750000 Penalty: 4493.578613
	Iteration 4F: 3 clusters Score -855149.8 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -855751.875000 Penalty: 4493.578613
	Iteration 5F: 3 clusters Score -855751.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -856161.750000 Penalty: 4493.578613
	Iteration 6F: 3 clusters Score -856161.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -856380.187500 Penalty: 4493.578613
	Iteration 7Q: 3 clusters Score -856380.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -856496.812500 Penalty: 4493.578613
	Iteration 8Q: 3 clusters Score -856496.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -856568.625000 Penalty: 4493.578613
	Iteration 9Q: 3 clusters Score -856568.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -856610.625000 Penalty: 4493.578613
	Iteration 10Q: 3 clusters Score -856610.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -856635.812500 Penalty: 4493.578613
	Iteration 11Q: 3 clusters Score -856635.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -856650.250000 Penalty: 4493.578613
	Iteration 12Q: 3 clusters Score -856650.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -856662.625000 Penalty: 4493.578613
	Iteration 13Q: 3 clusters Score -856662.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -856672.250000 Penalty: 4493.578613
	Iteration 14Q: 3 clusters Score -856672.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -856682.937500 Penalty: 4493.578613
	Iteration 15Q: 3 clusters Score -856682.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -856690.187500 Penalty: 4493.578613
	Iteration 16Q: 3 clusters Score -856690.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -856691.750000 Penalty: 4493.578613
	Iteration 17Q: 3 clusters Score -856691.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -856695.375000 Penalty: 4493.578613
	Iteration 18Q: 3 clusters Score -856695.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -856698.562500 Penalty: 4493.578613
	Iteration 19Q: 3 clusters Score -856698.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -856703.375000 Penalty: 4493.578613
	Iteration 20F: 3 clusters Score -856703.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -856707.500000 Penalty: 4493.578613
	Iteration 21Q: 3 clusters Score -856707.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -856711.500000 Penalty: 4493.578613
	Iteration 22Q: 3 clusters Score -856711.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -856712.250000 Penalty: 4493.578613
	Iteration 23Q: 3 clusters Score -856712.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -856715.750000 Penalty: 4493.578613
	Iteration 24Q: 3 clusters Score -856715.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -856713.875000 Penalty: 4493.578613
	Iteration 25Q: 3 clusters Score -856713.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -856716.750000 Penalty: 4493.578613
	Iteration 26Q: 3 clusters Score -856716.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -856717.875000 Penalty: 4493.578613
	Iteration 27Q: 3 clusters Score -856717.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -856719.875000 Penalty: 4493.578613
	Iteration 28Q: 3 clusters Score -856719.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -856722.937500 Penalty: 4493.578613
	Iteration 29Q: 3 clusters Score -856722.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -856721.312500 Penalty: 4493.578613
	Iteration 30Q: 3 clusters Score -856721.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -856722.437500 Penalty: 4493.578613
	Iteration 31Q: 3 clusters Score -856722.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -856723.062500 Penalty: 4493.578613
	Iteration 32Q: 3 clusters Score -856723.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -856722.062500 Penalty: 4493.578613
	Iteration 33Q: 3 clusters Score -856722.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -856721.875000 Penalty: 4493.578613
	Iteration 34Q: 3 clusters Score -856721.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -856723.375000 Penalty: 4493.578613
	Iteration 35Q: 3 clusters Score -856723.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -856723.375000 Penalty: 4493.578613
	Iteration 36F: 3 clusters Score -856723.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Entering Unmasked Estep 
Score: -1174097.125000 Penalty: 2329.586670
	Iteration 0F: 2 clusters Score -1174097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1165138.125000 Penalty: 4659.173340
	Iteration 0F: 3 clusters Score -1165138 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1167978.625000 Penalty: 4659.173340
	Iteration 1F: 3 clusters Score -1167979 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1168447.000000 Penalty: 4659.173340
	Iteration 2F: 3 clusters Score -1168447 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1168808.125000 Penalty: 4659.173340
	Iteration 3F: 3 clusters Score -1168808 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1169112.000000 Penalty: 4659.173340
	Iteration 4Q: 3 clusters Score -1169112 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1169358.000000 Penalty: 4659.173340
	Iteration 5Q: 3 clusters Score -1169358 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1169581.750000 Penalty: 4659.173340
	Iteration 6Q: 3 clusters Score -1169582 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1169797.750000 Penalty: 4659.173340
	Iteration 7Q: 3 clusters Score -1169798 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1169955.250000 Penalty: 4659.173340
	Iteration 8Q: 3 clusters Score -1169955 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1170108.000000 Penalty: 4659.173340
	Iteration 9Q: 3 clusters Score -1170108 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1170279.875000 Penalty: 4659.173340
	Iteration 10Q: 3 clusters Score -1170280 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1170468.000000 Penalty: 4659.173340
	Iteration 11Q: 3 clusters Score -1170468 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1170654.625000 Penalty: 4659.173340
	Iteration 12Q: 3 clusters Score -1170655 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1170809.875000 Penalty: 4659.173340
	Iteration 13Q: 3 clusters Score -1170810 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1170939.375000 Penalty: 4659.173340
	Iteration 14Q: 3 clusters Score -1170939 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1171072.000000 Penalty: 4659.173340
	Iteration 15Q: 3 clusters Score -1171072 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1171184.125000 Penalty: 4659.173340
	Iteration 16Q: 3 clusters Score -1171184 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1171291.500000 Penalty: 4659.173340
	Iteration 17Q: 3 clusters Score -1171292 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1171397.125000 Penalty: 4659.173340
	Iteration 18Q: 3 clusters Score -1171397 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1171487.875000 Penalty: 4659.173340
	Iteration 19Q: 3 clusters Score -1171488 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1171553.625000 Penalty: 4659.173340
	Iteration 20F: 3 clusters Score -1171554 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1171616.875000 Penalty: 4659.173340
	Iteration 21Q: 3 clusters Score -1171617 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1171671.375000 Penalty: 4659.173340
	Iteration 22Q: 3 clusters Score -1171671 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1171724.375000 Penalty: 4659.173340
	Iteration 23Q: 3 clusters Score -1171724 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1171772.750000 Penalty: 4659.173340
	Iteration 24Q: 3 clusters Score -1171773 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1171814.000000 Penalty: 4659.173340
	Iteration 25Q: 3 clusters Score -1171814 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1171854.875000 Penalty: 4659.173340
	Iteration 26Q: 3 clusters Score -1171855 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1171895.625000 Penalty: 4659.173340
	Iteration 27Q: 3 clusters Score -1171896 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1171929.375000 Penalty: 4659.173340
	Iteration 28Q: 3 clusters Score -1171929 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1171963.000000 Penalty: 4659.173340
	Iteration 29Q: 3 clusters Score -1171963 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1171995.750000 Penalty: 4659.173340
	Iteration 30Q: 3 clusters Score -1171996 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1172033.500000 Penalty: 4659.173340
	Iteration 31Q: 3 clusters Score -1172034 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1172069.500000 Penalty: 4659.173340
	Iteration 32Q: 3 clusters Score -1172070 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1172113.125000 Penalty: 4659.173340
	Iteration 33Q: 3 clusters Score -1172113 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1172150.500000 Penalty: 4659.173340
	Iteration 34Q: 3 clusters Score -1172150 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1172185.375000 Penalty: 4659.173340
	Iteration 35Q: 3 clusters Score -1172185 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1172221.250000 Penalty: 4659.173340
	Iteration 36Q: 3 clusters Score -1172221 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1172266.375000 Penalty: 4659.173340
	Iteration 37Q: 3 clusters Score -1172266 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1172305.375000 Penalty: 4659.173340
	Iteration 38Q: 3 clusters Score -1172305 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1172328.750000 Penalty: 4659.173340
	Iteration 39Q: 3 clusters Score -1172329 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1172351.125000 Penalty: 4659.173340
	Iteration 40F: 3 clusters Score -1172351 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1172376.625000 Penalty: 4659.173340
	Iteration 41Q: 3 clusters Score -1172377 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1172401.500000 Penalty: 4659.173340
	Iteration 42Q: 3 clusters Score -1172402 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1172427.875000 Penalty: 4659.173340
	Iteration 43Q: 3 clusters Score -1172428 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1172448.875000 Penalty: 4659.173340
	Iteration 44Q: 3 clusters Score -1172449 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1172472.500000 Penalty: 4659.173340
	Iteration 45Q: 3 clusters Score -1172472 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1172493.375000 Penalty: 4659.173340
	Iteration 46Q: 3 clusters Score -1172493 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1172505.000000 Penalty: 4659.173340
	Iteration 47Q: 3 clusters Score -1172505 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1172526.250000 Penalty: 4659.173340
	Iteration 48Q: 3 clusters Score -1172526 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1172548.375000 Penalty: 4659.173340
	Iteration 49Q: 3 clusters Score -1172548 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1172574.375000 Penalty: 4659.173340
	Iteration 50Q: 3 clusters Score -1172574 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1172595.375000 Penalty: 4659.173340
	Iteration 51Q: 3 clusters Score -1172595 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1172614.500000 Penalty: 4659.173340
	Iteration 52Q: 3 clusters Score -1172614 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1172628.125000 Penalty: 4659.173340
	Iteration 53Q: 3 clusters Score -1172628 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1172647.875000 Penalty: 4659.173340
	Iteration 54Q: 3 clusters Score -1172648 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1172662.250000 Penalty: 4659.173340
	Iteration 55Q: 3 clusters Score -1172662 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1172675.625000 Penalty: 4659.173340
	Iteration 56Q: 3 clusters Score -1172676 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1172686.625000 Penalty: 4659.173340
	Iteration 57Q: 3 clusters Score -1172687 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1172693.875000 Penalty: 4659.173340
	Iteration 58Q: 3 clusters Score -1172694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1172700.625000 Penalty: 4659.173340
	Iteration 59Q: 3 clusters Score -1172701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1172705.625000 Penalty: 4659.173340
	Iteration 60F: 3 clusters Score -1172706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1172712.625000 Penalty: 4659.173340
	Iteration 61Q: 3 clusters Score -1172713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1172715.000000 Penalty: 4659.173340
	Iteration 62Q: 3 clusters Score -1172715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1172716.500000 Penalty: 4659.173340
	Iteration 63Q: 3 clusters Score -1172716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1172716.875000 Penalty: 4659.173340
	Iteration 64Q: 3 clusters Score -1172717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1172719.375000 Penalty: 4659.173340
	Iteration 65Q: 3 clusters Score -1172719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1172723.500000 Penalty: 4659.173340
	Iteration 66Q: 3 clusters Score -1172724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1172723.125000 Penalty: 4659.173340
	Iteration 67Q: 3 clusters Score -1172723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1172724.875000 Penalty: 4659.173340
	Iteration 68Q: 3 clusters Score -1172725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1172726.625000 Penalty: 4659.173340
	Iteration 69Q: 3 clusters Score -1172727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1172728.750000 Penalty: 4659.173340
	Iteration 70Q: 3 clusters Score -1172729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1172730.125000 Penalty: 4659.173340
	Iteration 71Q: 3 clusters Score -1172730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1172730.750000 Penalty: 4659.173340
	Iteration 72Q: 3 clusters Score -1172731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1172730.750000 Penalty: 4659.173340
	Iteration 73F: 3 clusters Score -1172731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Entering Unmasked Estep 
Score: -781446.375000 Penalty: 2232.364502
	Iteration 0F: 2 clusters Score -781446.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -775053.187500 Penalty: 4464.729004
	Iteration 0F: 3 clusters Score -775053.2 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -777211.937500 Penalty: 4464.729004
	Iteration 1F: 3 clusters Score -777211.9 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -777815.750000 Penalty: 4464.729004
	Iteration 2F: 3 clusters Score -777815.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -778282.625000 Penalty: 4464.729004
	Iteration 3F: 3 clusters Score -778282.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -778642.062500 Penalty: 4464.729004
	Iteration 4F: 3 clusters Score -778642.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -778902.687500 Penalty: 4464.729004
	Iteration 5F: 3 clusters Score -778902.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -779105.812500 Penalty: 4464.729004
	Iteration 6Q: 3 clusters Score -779105.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -779269.562500 Penalty: 4464.729004
	Iteration 7Q: 3 clusters Score -779269.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -779414.875000 Penalty: 4464.729004
	Iteration 8Q: 3 clusters Score -779414.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -779548.500000 Penalty: 4464.729004
	Iteration 9Q: 3 clusters Score -779548.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -779662.687500 Penalty: 4464.729004
	Iteration 10Q: 3 clusters Score -779662.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -779738.875000 Penalty: 4464.729004
	Iteration 11Q: 3 clusters Score -779738.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -779780.750000 Penalty: 4464.729004
	Iteration 12Q: 3 clusters Score -779780.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -779812.187500 Penalty: 4464.729004
	Iteration 13Q: 3 clusters Score -779812.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -779838.000000 Penalty: 4464.729004
	Iteration 14Q: 3 clusters Score -779838 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -779861.750000 Penalty: 4464.729004
	Iteration 15Q: 3 clusters Score -779861.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -779874.687500 Penalty: 4464.729004
	Iteration 16Q: 3 clusters Score -779874.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -779888.000000 Penalty: 4464.729004
	Iteration 17Q: 3 clusters Score -779888 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -779903.687500 Penalty: 4464.729004
	Iteration 18Q: 3 clusters Score -779903.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -779917.375000 Penalty: 4464.729004
	Iteration 19Q: 3 clusters Score -779917.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -779928.750000 Penalty: 4464.729004
	Iteration 20F: 3 clusters Score -779928.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -779944.750000 Penalty: 4464.729004
	Iteration 21Q: 3 clusters Score -779944.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -779954.562500 Penalty: 4464.729004
	Iteration 22Q: 3 clusters Score -779954.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -779965.625000 Penalty: 4464.729004
	Iteration 23Q: 3 clusters Score -779965.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -779980.437500 Penalty: 4464.729004
	Iteration 24Q: 3 clusters Score -779980.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -779996.625000 Penalty: 4464.729004
	Iteration 25Q: 3 clusters Score -779996.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -780010.937500 Penalty: 4464.729004
	Iteration 26Q: 3 clusters Score -780010.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -780026.187500 Penalty: 4464.729004
	Iteration 27Q: 3 clusters Score -780026.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -780046.562500 Penalty: 4464.729004
	Iteration 28Q: 3 clusters Score -780046.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -780062.375000 Penalty: 4464.729004
	Iteration 29Q: 3 clusters Score -780062.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -780080.187500 Penalty: 4464.729004
	Iteration 30Q: 3 clusters Score -780080.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -780094.625000 Penalty: 4464.729004
	Iteration 31Q: 3 clusters Score -780094.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -780105.937500 Penalty: 4464.729004
	Iteration 32Q: 3 clusters Score -780105.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -780118.500000 Penalty: 4464.729004
	Iteration 33Q: 3 clusters Score -780118.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -780133.687500 Penalty: 4464.729004
	Iteration 34Q: 3 clusters Score -780133.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -780149.000000 Penalty: 4464.729004
	Iteration 35Q: 3 clusters Score -780149 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -780160.125000 Penalty: 4464.729004
	Iteration 36Q: 3 clusters Score -780160.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -780164.500000 Penalty: 4464.729004
	Iteration 37Q: 3 clusters Score -780164.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -780168.375000 Penalty: 4464.729004
	Iteration 38Q: 3 clusters Score -780168.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -780176.437500 Penalty: 4464.729004
	Iteration 39Q: 3 clusters Score -780176.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -780179.750000 Penalty: 4464.729004
	Iteration 40F: 3 clusters Score -780179.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -780183.000000 Penalty: 4464.729004
	Iteration 41Q: 3 clusters Score -780183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -780184.250000 Penalty: 4464.729004
	Iteration 42Q: 3 clusters Score -780184.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -780186.562500 Penalty: 4464.729004
	Iteration 43Q: 3 clusters Score -780186.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -780189.625000 Penalty: 4464.729004
	Iteration 44Q: 3 clusters Score -780189.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -780193.125000 Penalty: 4464.729004
	Iteration 45Q: 3 clusters Score -780193.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -780194.812500 Penalty: 4464.729004
	Iteration 46Q: 3 clusters Score -780194.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -780195.125000 Penalty: 4464.729004
	Iteration 47Q: 3 clusters Score -780195.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -780198.312500 Penalty: 4464.729004
	Iteration 48Q: 3 clusters Score -780198.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -780198.375000 Penalty: 4464.729004
	Iteration 49Q: 3 clusters Score -780198.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -780200.812500 Penalty: 4464.729004
	Iteration 50Q: 3 clusters Score -780200.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -780201.812500 Penalty: 4464.729004
	Iteration 51Q: 3 clusters Score -780201.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -780202.625000 Penalty: 4464.729004
	Iteration 52Q: 3 clusters Score -780202.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -780204.187500 Penalty: 4464.729004
	Iteration 53Q: 3 clusters Score -780204.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -780206.312500 Penalty: 4464.729004
	Iteration 54Q: 3 clusters Score -780206.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -780207.125000 Penalty: 4464.729004
	Iteration 55Q: 3 clusters Score -780207.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -780207.000000 Penalty: 4464.729004
	Iteration 56Q: 3 clusters Score -780207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -780208.625000 Penalty: 4464.729004
	Iteration 57Q: 3 clusters Score -780208.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -780208.625000 Penalty: 4464.729004
	Iteration 58F: 3 clusters Score -780208.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Entering Unmasked Estep 
Score: -1783879.375000 Penalty: 2407.423096
	Iteration 0F: 2 clusters Score -1783879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1772099.250000 Penalty: 4814.846191
	Iteration 0F: 3 clusters Score -1772099 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1775797.375000 Penalty: 4814.846191
	Iteration 1F: 3 clusters Score -1775797 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1776151.875000 Penalty: 4814.846191
	Iteration 2F: 3 clusters Score -1776152 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1776417.250000 Penalty: 4814.846191
	Iteration 3Q: 3 clusters Score -1776417 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1776636.875000 Penalty: 4814.846191
	Iteration 4Q: 3 clusters Score -1776637 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1776853.500000 Penalty: 4814.846191
	Iteration 5Q: 3 clusters Score -1776854 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1777105.625000 Penalty: 4814.846191
	Iteration 6Q: 3 clusters Score -1777106 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1777422.125000 Penalty: 4814.846191
	Iteration 7Q: 3 clusters Score -1777422 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1777814.125000 Penalty: 4814.846191
	Iteration 8Q: 3 clusters Score -1777814 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1778292.125000 Penalty: 4814.846191
	Iteration 9Q: 3 clusters Score -1778292 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1778906.375000 Penalty: 4814.846191
	Iteration 10F: 3 clusters Score -1778906 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1779492.375000 Penalty: 4814.846191
	Iteration 11F: 3 clusters Score -1779492 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1779962.750000 Penalty: 4814.846191
	Iteration 12Q: 3 clusters Score -1779963 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1780330.250000 Penalty: 4814.846191
	Iteration 13Q: 3 clusters Score -1780330 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1780613.250000 Penalty: 4814.846191
	Iteration 14Q: 3 clusters Score -1780613 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1780836.750000 Penalty: 4814.846191
	Iteration 15Q: 3 clusters Score -1780837 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1781041.125000 Penalty: 4814.846191
	Iteration 16Q: 3 clusters Score -1781041 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1781216.625000 Penalty: 4814.846191
	Iteration 17Q: 3 clusters Score -1781217 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1781356.000000 Penalty: 4814.846191
	Iteration 18Q: 3 clusters Score -1781356 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1781462.375000 Penalty: 4814.846191
	Iteration 19Q: 3 clusters Score -1781462 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1781549.875000 Penalty: 4814.846191
	Iteration 20F: 3 clusters Score -1781550 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1781609.875000 Penalty: 4814.846191
	Iteration 21Q: 3 clusters Score -1781610 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1781650.250000 Penalty: 4814.846191
	Iteration 22Q: 3 clusters Score -1781650 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1781685.125000 Penalty: 4814.846191
	Iteration 23Q: 3 clusters Score -1781685 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1781720.625000 Penalty: 4814.846191
	Iteration 24Q: 3 clusters Score -1781721 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1781762.750000 Penalty: 4814.846191
	Iteration 25Q: 3 clusters Score -1781763 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1781794.625000 Penalty: 4814.846191
	Iteration 26Q: 3 clusters Score -1781795 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1781821.125000 Penalty: 4814.846191
	Iteration 27Q: 3 clusters Score -1781821 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1781845.875000 Penalty: 4814.846191
	Iteration 28Q: 3 clusters Score -1781846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1781867.625000 Penalty: 4814.846191
	Iteration 29Q: 3 clusters Score -1781868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1781876.375000 Penalty: 4814.846191
	Iteration 30Q: 3 clusters Score -1781876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1781880.750000 Penalty: 4814.846191
	Iteration 31Q: 3 clusters Score -1781881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1781881.375000 Penalty: 4814.846191
	Iteration 32Q: 3 clusters Score -1781881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1781885.125000 Penalty: 4814.846191
	Iteration 33Q: 3 clusters Score -1781885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1781888.125000 Penalty: 4814.846191
	Iteration 34Q: 3 clusters Score -1781888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1781890.625000 Penalty: 4814.846191
	Iteration 35Q: 3 clusters Score -1781891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1781894.250000 Penalty: 4814.846191
	Iteration 36Q: 3 clusters Score -1781894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1781895.250000 Penalty: 4814.846191
	Iteration 37Q: 3 clusters Score -1781895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1781895.250000 Penalty: 4814.846191
	Iteration 38F: 3 clusters Score -1781895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Entering Unmasked Estep 
Score: -926992.187500 Penalty: 2245.719971
	Iteration 0F: 2 clusters Score -926992.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -920191.125000 Penalty: 4491.439941
	Iteration 0F: 3 clusters Score -920191.1 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -922374.437500 Penalty: 4491.439941
	Iteration 1F: 3 clusters Score -922374.4 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -922976.562500 Penalty: 4491.439941
	Iteration 2F: 3 clusters Score -922976.6 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -923443.500000 Penalty: 4491.439941
	Iteration 3F: 3 clusters Score -923443.5 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -923855.812500 Penalty: 4491.439941
	Iteration 4F: 3 clusters Score -923855.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -924249.312500 Penalty: 4491.439941
	Iteration 5F: 3 clusters Score -924249.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -924585.250000 Penalty: 4491.439941
	Iteration 6F: 3 clusters Score -924585.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -924842.125000 Penalty: 4491.439941
	Iteration 7Q: 3 clusters Score -924842.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -925015.937500 Penalty: 4491.439941
	Iteration 8Q: 3 clusters Score -925015.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -925142.000000 Penalty: 4491.439941
	Iteration 9Q: 3 clusters Score -925142 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -925247.187500 Penalty: 4491.439941
	Iteration 10Q: 3 clusters Score -925247.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -925322.000000 Penalty: 4491.439941
	Iteration 11Q: 3 clusters Score -925322 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -925369.625000 Penalty: 4491.439941
	Iteration 12Q: 3 clusters Score -925369.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -925399.812500 Penalty: 4491.439941
	Iteration 13Q: 3 clusters Score -925399.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -925424.812500 Penalty: 4491.439941
	Iteration 14Q: 3 clusters Score -925424.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -925447.375000 Penalty: 4491.439941
	Iteration 15Q: 3 clusters Score -925447.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -925472.500000 Penalty: 4491.439941
	Iteration 16Q: 3 clusters Score -925472.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -925491.750000 Penalty: 4491.439941
	Iteration 17Q: 3 clusters Score -925491.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -925513.062500 Penalty: 4491.439941
	Iteration 18Q: 3 clusters Score -925513.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -925528.062500 Penalty: 4491.439941
	Iteration 19Q: 3 clusters Score -925528.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -925539.437500 Penalty: 4491.439941
	Iteration 20F: 3 clusters Score -925539.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -925548.062500 Penalty: 4491.439941
	Iteration 21Q: 3 clusters Score -925548.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -925555.437500 Penalty: 4491.439941
	Iteration 22Q: 3 clusters Score -925555.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -925564.187500 Penalty: 4491.439941
	Iteration 23Q: 3 clusters Score -925564.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -925569.125000 Penalty: 4491.439941
	Iteration 24Q: 3 clusters Score -925569.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -925574.625000 Penalty: 4491.439941
	Iteration 25Q: 3 clusters Score -925574.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -925575.875000 Penalty: 4491.439941
	Iteration 26Q: 3 clusters Score -925575.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -925575.250000 Penalty: 4491.439941
	Iteration 27Q: 3 clusters Score -925575.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -925580.375000 Penalty: 4491.439941
	Iteration 28Q: 3 clusters Score -925580.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -925582.687500 Penalty: 4491.439941
	Iteration 29Q: 3 clusters Score -925582.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -925582.750000 Penalty: 4491.439941
	Iteration 30Q: 3 clusters Score -925582.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -925585.250000 Penalty: 4491.439941
	Iteration 31Q: 3 clusters Score -925585.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -925584.187500 Penalty: 4491.439941
	Iteration 32Q: 3 clusters Score -925584.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -925583.250000 Penalty: 4491.439941
	Iteration 33Q: 3 clusters Score -925583.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -925584.875000 Penalty: 4491.439941
	Iteration 34Q: 3 clusters Score -925584.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -925585.562500 Penalty: 4491.439941
	Iteration 35Q: 3 clusters Score -925585.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -925585.125000 Penalty: 4491.439941
	Iteration 36Q: 3 clusters Score -925585.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -925586.750000 Penalty: 4491.439941
	Iteration 37Q: 3 clusters Score -925586.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -925590.625000 Penalty: 4491.439941
	Iteration 38Q: 3 clusters Score -925590.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -925590.750000 Penalty: 4491.439941
	Iteration 39Q: 3 clusters Score -925590.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -925590.812500 Penalty: 4491.439941
	Iteration 40F: 3 clusters Score -925590.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -925591.312500 Penalty: 4491.439941
	Iteration 41Q: 3 clusters Score -925591.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -925591.875000 Penalty: 4491.439941
	Iteration 42Q: 3 clusters Score -925591.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -925592.562500 Penalty: 4491.439941
	Iteration 43Q: 3 clusters Score -925592.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -925593.375000 Penalty: 4491.439941
	Iteration 44Q: 3 clusters Score -925593.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -925593.437500 Penalty: 4491.439941
	Iteration 45Q: 3 clusters Score -925593.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -925595.125000 Penalty: 4491.439941
	Iteration 46Q: 3 clusters Score -925595.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -925595.375000 Penalty: 4491.439941
	Iteration 47Q: 3 clusters Score -925595.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -925596.437500 Penalty: 4491.439941
	Iteration 48Q: 3 clusters Score -925596.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -925595.937500 Penalty: 4491.439941
	Iteration 49Q: 3 clusters Score -925595.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -925595.250000 Penalty: 4491.439941
	Iteration 50Q: 3 clusters Score -925595.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -925594.750000 Penalty: 4491.439941
	Iteration 51Q: 3 clusters Score -925594.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -925597.062500 Penalty: 4491.439941
	Iteration 52Q: 3 clusters Score -925597.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -925596.000000 Penalty: 4491.439941
	Iteration 53Q: 3 clusters Score -925596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -925598.937500 Penalty: 4491.439941
	Iteration 54Q: 3 clusters Score -925598.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -925600.187500 Penalty: 4491.439941
	Iteration 55Q: 3 clusters Score -925600.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -925597.937500 Penalty: 4491.439941
	Iteration 56Q: 3 clusters Score -925597.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -925600.187500 Penalty: 4491.439941
	Iteration 57Q: 3 clusters Score -925600.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -925599.250000 Penalty: 4491.439941
	Iteration 58Q: 3 clusters Score -925599.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -925599.937500 Penalty: 4491.439941
	Iteration 59Q: 3 clusters Score -925599.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -925598.875000 Penalty: 4491.439941
	Iteration 60F: 3 clusters Score -925598.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -925598.812500 Penalty: 4491.439941
	Iteration 61Q: 3 clusters Score -925598.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -925600.625000 Penalty: 4491.439941
	Iteration 62Q: 3 clusters Score -925600.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -925600.625000 Penalty: 4491.439941
	Iteration 63Q: 3 clusters Score -925600.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -925600.687500 Penalty: 4491.439941
	Iteration 64Q: 3 clusters Score -925600.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -925602.250000 Penalty: 4491.439941
	Iteration 65Q: 3 clusters Score -925602.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -925601.375000 Penalty: 4491.439941
	Iteration 66Q: 3 clusters Score -925601.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -925602.000000 Penalty: 4491.439941
	Iteration 67Q: 3 clusters Score -925602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -925602.937500 Penalty: 4491.439941
	Iteration 68Q: 3 clusters Score -925602.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -925604.375000 Penalty: 4491.439941
	Iteration 69Q: 3 clusters Score -925604.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -925604.375000 Penalty: 4491.439941
	Iteration 70F: 3 clusters Score -925604.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Entering Unmasked Estep 
Score: -395271.312500 Penalty: 2032.921387
	Iteration 0F: 2 clusters Score -395271.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -391616.187500 Penalty: 4065.842773
	Iteration 0F: 3 clusters Score -391616.2 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -392440.312500 Penalty: 4065.842773
	Iteration 1F: 3 clusters Score -392440.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -392666.593750 Penalty: 4065.842773
	Iteration 2F: 3 clusters Score -392666.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -392815.500000 Penalty: 4065.842773
	Iteration 3F: 3 clusters Score -392815.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -392951.656250 Penalty: 4065.842773
	Iteration 4Q: 3 clusters Score -392951.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -393086.375000 Penalty: 4065.842773
	Iteration 5Q: 3 clusters Score -393086.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -393218.125000 Penalty: 4065.842773
	Iteration 6Q: 3 clusters Score -393218.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -393354.531250 Penalty: 4065.842773
	Iteration 7Q: 3 clusters Score -393354.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -393484.406250 Penalty: 4065.842773
	Iteration 8Q: 3 clusters Score -393484.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -393597.125000 Penalty: 4065.842773
	Iteration 9Q: 3 clusters Score -393597.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -393713.750000 Penalty: 4065.842773
	Iteration 10Q: 3 clusters Score -393713.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -393853.062500 Penalty: 4065.842773
	Iteration 11Q: 3 clusters Score -393853.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -394067.812500 Penalty: 4065.842773
	Iteration 12Q: 3 clusters Score -394067.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -394528.562500 Penalty: 4065.842773
	Iteration 13Q: 3 clusters Score -394528.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -395392.750000 Penalty: 4065.842773
	Iteration 14F: 3 clusters Score -395392.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -396093.656250 Penalty: 4065.842773
	Iteration 15F: 3 clusters Score -396093.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -396316.718750 Penalty: 4065.842773
	Iteration 16Q: 3 clusters Score -396316.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -396340.250000 Penalty: 4065.842773
	Iteration 17Q: 3 clusters Score -396340.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -396343.187500 Penalty: 4065.842773
	Iteration 18Q: 3 clusters Score -396343.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -396345.343750 Penalty: 4065.842773
	Iteration 19Q: 3 clusters Score -396345.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -396345.218750 Penalty: 4065.842773
	Iteration 20F: 3 clusters Score -396345.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 24035 members 
Mstep: Class 3 contains 8601 members 
Mstep: Class 4 contains 12010 members 
Mstep: Class 5 contains 8115 members 
Mstep: Class 6 contains 16438 members 
Mstep: Class 7 contains 8564 members 
Mstep: Class 8 contains 2051 members 
Mstep: Class 9 contains 18946 members 
Mstep: Class 10 contains 14584 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 23813 members 
Mstep: Class 14 contains 3089 members 
Mstep: Class 15 contains 89335 members 
Mstep: Class 16 contains 14435 members 
Mstep: Class 17 contains 1483 members 
Mstep: Class 18 contains 35336 members 
Mstep: Class 19 contains 40910 members 
Mstep: Class 20 contains 9853 members 
Mstep: Class 21 contains 20259 members 
Mstep: Class 22 contains 3288 members 
Mstep: Class 23 contains 1784 members 
Mstep: Class 24 contains 19563 members 
Mstep: Class 25 contains 8910 members 
Mstep: Class 26 contains 4548 members 
Mstep: Class 27 contains 13934 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13147 members 
Mstep: Class 31 contains 43306 members 
Mstep: Class 32 contains 7971 members 
Mstep: Class 33 contains 17887 members 
Mstep: Class 34 contains 30473 members 
Mstep: Class 35 contains 18199 members 
Mstep: Class 36 contains 18490 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9217 members 
Mstep: Class 40 contains 18391 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3793 members 
Mstep: Class 43 contains 29137 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 1580 members 
Entering Unmasked Estep 
Score: -64750540.000000 Penalty: 149342.796875
Splitting cluster 8 changes total score from -64750748.000000 to -64750540.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (18946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Entering Unmasked Estep 
Score: -1601314.875000 Penalty: 2442.638428
	Iteration 0F: 2 clusters Score -1601315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1587935.125000 Penalty: 4885.276855
	Iteration 0F: 3 clusters Score -1587935 nChanged 8385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1592586.500000 Penalty: 4885.276855
	Iteration 1F: 3 clusters Score -1592586 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1593362.750000 Penalty: 4885.276855
	Iteration 2F: 3 clusters Score -1593363 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1594166.500000 Penalty: 4885.276855
	Iteration 3F: 3 clusters Score -1594166 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1595148.250000 Penalty: 4885.276855
	Iteration 4F: 3 clusters Score -1595148 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1596110.875000 Penalty: 4885.276855
	Iteration 5F: 3 clusters Score -1596111 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1596948.250000 Penalty: 4885.276855
	Iteration 6F: 3 clusters Score -1596948 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1597580.000000 Penalty: 4885.276855
	Iteration 7F: 3 clusters Score -1597580 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1598076.750000 Penalty: 4885.276855
	Iteration 8Q: 3 clusters Score -1598077 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1598462.000000 Penalty: 4885.276855
	Iteration 9Q: 3 clusters Score -1598462 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1598765.750000 Penalty: 4885.276855
	Iteration 10Q: 3 clusters Score -1598766 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1599023.875000 Penalty: 4885.276855
	Iteration 11Q: 3 clusters Score -1599024 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1599248.375000 Penalty: 4885.276855
	Iteration 12Q: 3 clusters Score -1599248 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1599413.500000 Penalty: 4885.276855
	Iteration 13Q: 3 clusters Score -1599414 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1599534.375000 Penalty: 4885.276855
	Iteration 14Q: 3 clusters Score -1599534 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1599638.125000 Penalty: 4885.276855
	Iteration 15Q: 3 clusters Score -1599638 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1599720.250000 Penalty: 4885.276855
	Iteration 16Q: 3 clusters Score -1599720 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1599777.875000 Penalty: 4885.276855
	Iteration 17Q: 3 clusters Score -1599778 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1599827.125000 Penalty: 4885.276855
	Iteration 18Q: 3 clusters Score -1599827 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1599869.000000 Penalty: 4885.276855
	Iteration 19Q: 3 clusters Score -1599869 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1599900.250000 Penalty: 4885.276855
	Iteration 20F: 3 clusters Score -1599900 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1599936.500000 Penalty: 4885.276855
	Iteration 21Q: 3 clusters Score -1599936 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1599971.750000 Penalty: 4885.276855
	Iteration 22Q: 3 clusters Score -1599972 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1599997.000000 Penalty: 4885.276855
	Iteration 23Q: 3 clusters Score -1599997 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1600019.250000 Penalty: 4885.276855
	Iteration 24Q: 3 clusters Score -1600019 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1600033.750000 Penalty: 4885.276855
	Iteration 25Q: 3 clusters Score -1600034 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1600044.625000 Penalty: 4885.276855
	Iteration 26Q: 3 clusters Score -1600045 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1600055.000000 Penalty: 4885.276855
	Iteration 27Q: 3 clusters Score -1600055 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1600056.000000 Penalty: 4885.276855
	Iteration 28Q: 3 clusters Score -1600056 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1600060.250000 Penalty: 4885.276855
	Iteration 29Q: 3 clusters Score -1600060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1600069.625000 Penalty: 4885.276855
	Iteration 30Q: 3 clusters Score -1600070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1600069.375000 Penalty: 4885.276855
	Iteration 31Q: 3 clusters Score -1600069 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1600067.375000 Penalty: 4885.276855
	Iteration 32Q: 3 clusters Score -1600067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1600079.625000 Penalty: 4885.276855
	Iteration 33Q: 3 clusters Score -1600080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1600077.500000 Penalty: 4885.276855
	Iteration 34Q: 3 clusters Score -1600078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1600082.250000 Penalty: 4885.276855
	Iteration 35Q: 3 clusters Score -1600082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1600086.125000 Penalty: 4885.276855
	Iteration 36Q: 3 clusters Score -1600086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1600087.250000 Penalty: 4885.276855
	Iteration 37Q: 3 clusters Score -1600087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1600087.250000 Penalty: 4885.276855
	Iteration 38Q: 3 clusters Score -1600087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1600094.875000 Penalty: 4885.276855
	Iteration 39Q: 3 clusters Score -1600095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1600097.125000 Penalty: 4885.276855
	Iteration 40F: 3 clusters Score -1600097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1600100.250000 Penalty: 4885.276855
	Iteration 41Q: 3 clusters Score -1600100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1600102.375000 Penalty: 4885.276855
	Iteration 42Q: 3 clusters Score -1600102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1600102.500000 Penalty: 4885.276855
	Iteration 43Q: 3 clusters Score -1600102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1600109.250000 Penalty: 4885.276855
	Iteration 44Q: 3 clusters Score -1600109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1600108.625000 Penalty: 4885.276855
	Iteration 45Q: 3 clusters Score -1600109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1600109.750000 Penalty: 4885.276855
	Iteration 46Q: 3 clusters Score -1600110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1600112.500000 Penalty: 4885.276855
	Iteration 47Q: 3 clusters Score -1600112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1600109.625000 Penalty: 4885.276855
	Iteration 48Q: 3 clusters Score -1600110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1600111.125000 Penalty: 4885.276855
	Iteration 49Q: 3 clusters Score -1600111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1600117.250000 Penalty: 4885.276855
	Iteration 50Q: 3 clusters Score -1600117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1600116.875000 Penalty: 4885.276855
	Iteration 51Q: 3 clusters Score -1600117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1600125.125000 Penalty: 4885.276855
	Iteration 52Q: 3 clusters Score -1600125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1600126.750000 Penalty: 4885.276855
	Iteration 53Q: 3 clusters Score -1600127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1600128.875000 Penalty: 4885.276855
	Iteration 54Q: 3 clusters Score -1600129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1600126.375000 Penalty: 4885.276855
	Iteration 55Q: 3 clusters Score -1600126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1600130.000000 Penalty: 4885.276855
	Iteration 56Q: 3 clusters Score -1600130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1600130.000000 Penalty: 4885.276855
	Iteration 57Q: 3 clusters Score -1600130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1600137.000000 Penalty: 4885.276855
	Iteration 58Q: 3 clusters Score -1600137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1600137.000000 Penalty: 4885.276855
	Iteration 59Q: 3 clusters Score -1600137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1600134.250000 Penalty: 4885.276855
	Iteration 60F: 3 clusters Score -1600134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1600140.500000 Penalty: 4885.276855
	Iteration 61Q: 3 clusters Score -1600140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1600135.500000 Penalty: 4885.276855
	Iteration 62Q: 3 clusters Score -1600136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1600142.750000 Penalty: 4885.276855
	Iteration 63Q: 3 clusters Score -1600143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1600136.750000 Penalty: 4885.276855
	Iteration 64Q: 3 clusters Score -1600137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1600138.375000 Penalty: 4885.276855
	Iteration 65Q: 3 clusters Score -1600138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1600140.125000 Penalty: 4885.276855
	Iteration 66Q: 3 clusters Score -1600140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1600141.125000 Penalty: 4885.276855
	Iteration 67Q: 3 clusters Score -1600141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1600145.250000 Penalty: 4885.276855
	Iteration 68Q: 3 clusters Score -1600145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1600141.750000 Penalty: 4885.276855
	Iteration 69Q: 3 clusters Score -1600142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1600145.250000 Penalty: 4885.276855
	Iteration 70Q: 3 clusters Score -1600145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1600145.250000 Penalty: 4885.276855
	Iteration 71F: 3 clusters Score -1600145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Entering Unmasked Estep 
Score: -1603134.875000 Penalty: 2377.744629
	Iteration 0F: 2 clusters Score -1603135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1592531.000000 Penalty: 4755.489258
	Iteration 0F: 3 clusters Score -1592531 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1595849.375000 Penalty: 4755.489258
	Iteration 1F: 3 clusters Score -1595849 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1596224.000000 Penalty: 4755.489258
	Iteration 2F: 3 clusters Score -1596224 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1596499.500000 Penalty: 4755.489258
	Iteration 3Q: 3 clusters Score -1596500 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1596738.500000 Penalty: 4755.489258
	Iteration 4Q: 3 clusters Score -1596738 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1596952.000000 Penalty: 4755.489258
	Iteration 5Q: 3 clusters Score -1596952 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1597159.875000 Penalty: 4755.489258
	Iteration 6Q: 3 clusters Score -1597160 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1597327.250000 Penalty: 4755.489258
	Iteration 7Q: 3 clusters Score -1597327 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1597508.625000 Penalty: 4755.489258
	Iteration 8Q: 3 clusters Score -1597509 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1597692.625000 Penalty: 4755.489258
	Iteration 9Q: 3 clusters Score -1597693 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1597873.250000 Penalty: 4755.489258
	Iteration 10Q: 3 clusters Score -1597873 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1598054.250000 Penalty: 4755.489258
	Iteration 11Q: 3 clusters Score -1598054 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1598250.375000 Penalty: 4755.489258
	Iteration 12Q: 3 clusters Score -1598250 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1598443.125000 Penalty: 4755.489258
	Iteration 13Q: 3 clusters Score -1598443 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1598646.500000 Penalty: 4755.489258
	Iteration 14Q: 3 clusters Score -1598646 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1598827.625000 Penalty: 4755.489258
	Iteration 15Q: 3 clusters Score -1598828 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1599024.625000 Penalty: 4755.489258
	Iteration 16Q: 3 clusters Score -1599025 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1599227.125000 Penalty: 4755.489258
	Iteration 17Q: 3 clusters Score -1599227 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1599458.250000 Penalty: 4755.489258
	Iteration 18Q: 3 clusters Score -1599458 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1599706.750000 Penalty: 4755.489258
	Iteration 19Q: 3 clusters Score -1599707 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1599904.750000 Penalty: 4755.489258
	Iteration 20F: 3 clusters Score -1599905 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1600055.750000 Penalty: 4755.489258
	Iteration 21Q: 3 clusters Score -1600056 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1600205.375000 Penalty: 4755.489258
	Iteration 22Q: 3 clusters Score -1600205 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1600327.500000 Penalty: 4755.489258
	Iteration 23Q: 3 clusters Score -1600328 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1600437.500000 Penalty: 4755.489258
	Iteration 24Q: 3 clusters Score -1600438 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1600527.750000 Penalty: 4755.489258
	Iteration 25Q: 3 clusters Score -1600528 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1600599.250000 Penalty: 4755.489258
	Iteration 26Q: 3 clusters Score -1600599 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1600663.375000 Penalty: 4755.489258
	Iteration 27Q: 3 clusters Score -1600663 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1600726.625000 Penalty: 4755.489258
	Iteration 28Q: 3 clusters Score -1600727 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1600787.750000 Penalty: 4755.489258
	Iteration 29Q: 3 clusters Score -1600788 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1600851.375000 Penalty: 4755.489258
	Iteration 30Q: 3 clusters Score -1600851 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1600892.375000 Penalty: 4755.489258
	Iteration 31Q: 3 clusters Score -1600892 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1600934.500000 Penalty: 4755.489258
	Iteration 32Q: 3 clusters Score -1600934 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1600969.250000 Penalty: 4755.489258
	Iteration 33Q: 3 clusters Score -1600969 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1600989.375000 Penalty: 4755.489258
	Iteration 34Q: 3 clusters Score -1600989 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1601004.125000 Penalty: 4755.489258
	Iteration 35Q: 3 clusters Score -1601004 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1601014.625000 Penalty: 4755.489258
	Iteration 36Q: 3 clusters Score -1601015 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1601025.625000 Penalty: 4755.489258
	Iteration 37Q: 3 clusters Score -1601026 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1601041.000000 Penalty: 4755.489258
	Iteration 38Q: 3 clusters Score -1601041 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1601059.125000 Penalty: 4755.489258
	Iteration 39Q: 3 clusters Score -1601059 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1601073.750000 Penalty: 4755.489258
	Iteration 40F: 3 clusters Score -1601074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1601087.625000 Penalty: 4755.489258
	Iteration 41Q: 3 clusters Score -1601088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1601098.500000 Penalty: 4755.489258
	Iteration 42Q: 3 clusters Score -1601098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1601106.625000 Penalty: 4755.489258
	Iteration 43Q: 3 clusters Score -1601107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1601116.250000 Penalty: 4755.489258
	Iteration 44Q: 3 clusters Score -1601116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1601124.000000 Penalty: 4755.489258
	Iteration 45Q: 3 clusters Score -1601124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1601126.125000 Penalty: 4755.489258
	Iteration 46Q: 3 clusters Score -1601126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1601133.250000 Penalty: 4755.489258
	Iteration 47Q: 3 clusters Score -1601133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1601136.750000 Penalty: 4755.489258
	Iteration 48Q: 3 clusters Score -1601137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1601142.375000 Penalty: 4755.489258
	Iteration 49Q: 3 clusters Score -1601142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1601147.250000 Penalty: 4755.489258
	Iteration 50Q: 3 clusters Score -1601147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1601148.000000 Penalty: 4755.489258
	Iteration 51Q: 3 clusters Score -1601148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1601148.500000 Penalty: 4755.489258
	Iteration 52Q: 3 clusters Score -1601148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1601148.125000 Penalty: 4755.489258
	Iteration 53Q: 3 clusters Score -1601148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1601147.125000 Penalty: 4755.489258
	Iteration 54Q: 3 clusters Score -1601147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1601149.000000 Penalty: 4755.489258
	Iteration 55Q: 3 clusters Score -1601149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1601151.000000 Penalty: 4755.489258
	Iteration 56Q: 3 clusters Score -1601151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1601152.625000 Penalty: 4755.489258
	Iteration 57Q: 3 clusters Score -1601153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1601153.625000 Penalty: 4755.489258
	Iteration 58Q: 3 clusters Score -1601154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1601154.125000 Penalty: 4755.489258
	Iteration 59Q: 3 clusters Score -1601154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1601155.000000 Penalty: 4755.489258
	Iteration 60F: 3 clusters Score -1601155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1601155.875000 Penalty: 4755.489258
	Iteration 61Q: 3 clusters Score -1601156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1601155.875000 Penalty: 4755.489258
	Iteration 62Q: 3 clusters Score -1601156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1601155.375000 Penalty: 4755.489258
	Iteration 63Q: 3 clusters Score -1601155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1601155.125000 Penalty: 4755.489258
	Iteration 64Q: 3 clusters Score -1601155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1601156.625000 Penalty: 4755.489258
	Iteration 65Q: 3 clusters Score -1601157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1601157.000000 Penalty: 4755.489258
	Iteration 66Q: 3 clusters Score -1601157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1601159.125000 Penalty: 4755.489258
	Iteration 67Q: 3 clusters Score -1601159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1601162.375000 Penalty: 4755.489258
	Iteration 68Q: 3 clusters Score -1601162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1601164.125000 Penalty: 4755.489258
	Iteration 69Q: 3 clusters Score -1601164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1601163.125000 Penalty: 4755.489258
	Iteration 70Q: 3 clusters Score -1601163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1601164.625000 Penalty: 4755.489258
	Iteration 71Q: 3 clusters Score -1601165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1601161.875000 Penalty: 4755.489258
	Iteration 72Q: 3 clusters Score -1601162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1601164.750000 Penalty: 4755.489258
	Iteration 73Q: 3 clusters Score -1601165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1601167.000000 Penalty: 4755.489258
	Iteration 74Q: 3 clusters Score -1601167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1601169.750000 Penalty: 4755.489258
	Iteration 75Q: 3 clusters Score -1601170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1601177.750000 Penalty: 4755.489258
	Iteration 76Q: 3 clusters Score -1601178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1601177.500000 Penalty: 4755.489258
	Iteration 77Q: 3 clusters Score -1601178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1601176.500000 Penalty: 4755.489258
	Iteration 78Q: 3 clusters Score -1601176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1601176.000000 Penalty: 4755.489258
	Iteration 79Q: 3 clusters Score -1601176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1601176.000000 Penalty: 4755.489258
	Iteration 80F: 3 clusters Score -1601176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Entering Unmasked Estep 
Score: -49855.632812 Penalty: 1577.603027
	Iteration 0F: 2 clusters Score -49855.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -48344.417969 Penalty: 3155.206055
	Iteration 0F: 3 clusters Score -48344.42 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -48694.250000 Penalty: 3155.206055
	Iteration 1F: 3 clusters Score -48694.25 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -48871.242188 Penalty: 3155.206055
	Iteration 2F: 3 clusters Score -48871.24 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -49078.402344 Penalty: 3155.206055
	Iteration 3F: 3 clusters Score -49078.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -49473.929688 Penalty: 3155.206055
	Iteration 4F: 3 clusters Score -49473.93 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -49962.960938 Penalty: 3155.206055
	Iteration 5F: 3 clusters Score -49962.96 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -50615.210938 Penalty: 3155.206055
	Iteration 6F: 3 clusters Score -50615.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50764.820312 Penalty: 3155.206055
	Iteration 7F: 3 clusters Score -50764.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50901.878906 Penalty: 3155.206055
	Iteration 8Q: 3 clusters Score -50901.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -51070.640625 Penalty: 3155.206055
	Iteration 9Q: 3 clusters Score -51070.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -51138.308594 Penalty: 3155.206055
	Iteration 10Q: 3 clusters Score -51138.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -51280.566406 Penalty: 3155.206055
	Iteration 11Q: 3 clusters Score -51280.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -51374.335938 Penalty: 3155.206055
	Iteration 12Q: 3 clusters Score -51374.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -51445.355469 Penalty: 3155.206055
	Iteration 13Q: 3 clusters Score -51445.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -51445.355469 Penalty: 3155.206055
	Iteration 14F: 3 clusters Score -51445.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 24035 members 
Mstep: Class 3 contains 8601 members 
Mstep: Class 4 contains 12010 members 
Mstep: Class 5 contains 8115 members 
Mstep: Class 6 contains 16438 members 
Mstep: Class 7 contains 8564 members 
Mstep: Class 8 contains 3631 members 
Mstep: Class 9 contains 18946 members 
Mstep: Class 10 contains 14584 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 23813 members 
Mstep: Class 14 contains 3089 members 
Mstep: Class 15 contains 89335 members 
Mstep: Class 16 contains 14435 members 
Mstep: Class 17 contains 1483 members 
Mstep: Class 18 contains 35336 members 
Mstep: Class 19 contains 40910 members 
Mstep: Class 20 contains 9853 members 
Mstep: Class 21 contains 20259 members 
Mstep: Class 22 contains 3288 members 
Mstep: Class 23 contains 1784 members 
Mstep: Class 24 contains 19563 members 
Mstep: Class 25 contains 8910 members 
Mstep: Class 26 contains 4548 members 
Mstep: Class 27 contains 13934 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13147 members 
Mstep: Class 31 contains 43306 members 
Mstep: Class 32 contains 7971 members 
Mstep: Class 33 contains 17887 members 
Mstep: Class 34 contains 30473 members 
Mstep: Class 35 contains 18199 members 
Mstep: Class 36 contains 18490 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9217 members 
Mstep: Class 40 contains 18391 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3793 members 
Mstep: Class 43 contains 29137 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 155 members 
Entering Unmasked Estep 
Score: -64750624.000000 Penalty: 149342.796875
Splitting cluster 11 changes total score from -64750748.000000 to -64750624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (2202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Entering Unmasked Estep 
Score: -245116.187500 Penalty: 1908.885986
	Iteration 0F: 2 clusters Score -245116.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -242332.546875 Penalty: 3817.771973
	Iteration 0F: 3 clusters Score -242332.5 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -242792.656250 Penalty: 3817.771973
	Iteration 1F: 3 clusters Score -242792.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -242890.078125 Penalty: 3817.771973
	Iteration 2F: 3 clusters Score -242890.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -242940.781250 Penalty: 3817.771973
	Iteration 3Q: 3 clusters Score -242940.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -242973.859375 Penalty: 3817.771973
	Iteration 4Q: 3 clusters Score -242973.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -242993.390625 Penalty: 3817.771973
	Iteration 5Q: 3 clusters Score -242993.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -243008.750000 Penalty: 3817.771973
	Iteration 6Q: 3 clusters Score -243008.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -243019.890625 Penalty: 3817.771973
	Iteration 7Q: 3 clusters Score -243019.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -243029.140625 Penalty: 3817.771973
	Iteration 8Q: 3 clusters Score -243029.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -243035.578125 Penalty: 3817.771973
	Iteration 9Q: 3 clusters Score -243035.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -243044.171875 Penalty: 3817.771973
	Iteration 10Q: 3 clusters Score -243044.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -243050.078125 Penalty: 3817.771973
	Iteration 11Q: 3 clusters Score -243050.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -243053.687500 Penalty: 3817.771973
	Iteration 12Q: 3 clusters Score -243053.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -243056.343750 Penalty: 3817.771973
	Iteration 13Q: 3 clusters Score -243056.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -243059.734375 Penalty: 3817.771973
	Iteration 14Q: 3 clusters Score -243059.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -243063.046875 Penalty: 3817.771973
	Iteration 15Q: 3 clusters Score -243063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -243065.171875 Penalty: 3817.771973
	Iteration 16Q: 3 clusters Score -243065.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -243069.203125 Penalty: 3817.771973
	Iteration 17Q: 3 clusters Score -243069.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -243072.156250 Penalty: 3817.771973
	Iteration 18Q: 3 clusters Score -243072.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -243074.078125 Penalty: 3817.771973
	Iteration 19Q: 3 clusters Score -243074.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -243074.406250 Penalty: 3817.771973
	Iteration 20F: 3 clusters Score -243074.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -243075.218750 Penalty: 3817.771973
	Iteration 21Q: 3 clusters Score -243075.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -243075.203125 Penalty: 3817.771973
	Iteration 22Q: 3 clusters Score -243075.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -243075.203125 Penalty: 3817.771973
	Iteration 23F: 3 clusters Score -243075.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Entering Unmasked Estep 
Score: -2617915.750000 Penalty: 2499.340820
	Iteration 0F: 2 clusters Score -2617916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2601189.500000 Penalty: 4998.681641
	Iteration 0F: 3 clusters Score -2601190 nChanged 10691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2607109.250000 Penalty: 4998.681641
	Iteration 1F: 3 clusters Score -2607109 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -2607561.250000 Penalty: 4998.681641
	Iteration 2F: 3 clusters Score -2607561 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2607984.000000 Penalty: 4998.681641
	Iteration 3Q: 3 clusters Score -2607984 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2608376.750000 Penalty: 4998.681641
	Iteration 4Q: 3 clusters Score -2608377 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2608731.250000 Penalty: 4998.681641
	Iteration 5Q: 3 clusters Score -2608731 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2609042.000000 Penalty: 4998.681641
	Iteration 6Q: 3 clusters Score -2609042 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2609365.000000 Penalty: 4998.681641
	Iteration 7Q: 3 clusters Score -2609365 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2609738.500000 Penalty: 4998.681641
	Iteration 8Q: 3 clusters Score -2609738 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2610141.000000 Penalty: 4998.681641
	Iteration 9Q: 3 clusters Score -2610141 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2610601.000000 Penalty: 4998.681641
	Iteration 10Q: 3 clusters Score -2610601 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2611093.250000 Penalty: 4998.681641
	Iteration 11Q: 3 clusters Score -2611093 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2611626.750000 Penalty: 4998.681641
	Iteration 12Q: 3 clusters Score -2611627 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -2612195.250000 Penalty: 4998.681641
	Iteration 13Q: 3 clusters Score -2612195 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -2612748.500000 Penalty: 4998.681641
	Iteration 14Q: 3 clusters Score -2612748 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2613279.250000 Penalty: 4998.681641
	Iteration 15Q: 3 clusters Score -2613279 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2613795.250000 Penalty: 4998.681641
	Iteration 16Q: 3 clusters Score -2613795 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2614239.750000 Penalty: 4998.681641
	Iteration 17Q: 3 clusters Score -2614240 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2614613.750000 Penalty: 4998.681641
	Iteration 18Q: 3 clusters Score -2614614 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2614873.750000 Penalty: 4998.681641
	Iteration 19Q: 3 clusters Score -2614874 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2615076.750000 Penalty: 4998.681641
	Iteration 20F: 3 clusters Score -2615077 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2615216.250000 Penalty: 4998.681641
	Iteration 21Q: 3 clusters Score -2615216 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2615321.250000 Penalty: 4998.681641
	Iteration 22Q: 3 clusters Score -2615321 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2615390.000000 Penalty: 4998.681641
	Iteration 23Q: 3 clusters Score -2615390 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2615449.500000 Penalty: 4998.681641
	Iteration 24Q: 3 clusters Score -2615450 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2615502.750000 Penalty: 4998.681641
	Iteration 25Q: 3 clusters Score -2615503 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2615549.750000 Penalty: 4998.681641
	Iteration 26Q: 3 clusters Score -2615550 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2615585.500000 Penalty: 4998.681641
	Iteration 27Q: 3 clusters Score -2615586 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2615626.500000 Penalty: 4998.681641
	Iteration 28Q: 3 clusters Score -2615626 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2615646.500000 Penalty: 4998.681641
	Iteration 29Q: 3 clusters Score -2615646 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2615667.000000 Penalty: 4998.681641
	Iteration 30Q: 3 clusters Score -2615667 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2615686.000000 Penalty: 4998.681641
	Iteration 31Q: 3 clusters Score -2615686 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2615694.500000 Penalty: 4998.681641
	Iteration 32Q: 3 clusters Score -2615694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2615708.000000 Penalty: 4998.681641
	Iteration 33Q: 3 clusters Score -2615708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2615715.250000 Penalty: 4998.681641
	Iteration 34Q: 3 clusters Score -2615715 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2615729.250000 Penalty: 4998.681641
	Iteration 35Q: 3 clusters Score -2615729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2615734.250000 Penalty: 4998.681641
	Iteration 36Q: 3 clusters Score -2615734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2615734.500000 Penalty: 4998.681641
	Iteration 37Q: 3 clusters Score -2615734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2615737.750000 Penalty: 4998.681641
	Iteration 38Q: 3 clusters Score -2615738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2615740.250000 Penalty: 4998.681641
	Iteration 39Q: 3 clusters Score -2615740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2615745.000000 Penalty: 4998.681641
	Iteration 40F: 3 clusters Score -2615745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2615748.250000 Penalty: 4998.681641
	Iteration 41Q: 3 clusters Score -2615748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2615748.500000 Penalty: 4998.681641
	Iteration 42Q: 3 clusters Score -2615748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2615754.250000 Penalty: 4998.681641
	Iteration 43Q: 3 clusters Score -2615754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2615757.000000 Penalty: 4998.681641
	Iteration 44Q: 3 clusters Score -2615757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2615752.500000 Penalty: 4998.681641
	Iteration 45Q: 3 clusters Score -2615752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2615753.250000 Penalty: 4998.681641
	Iteration 46Q: 3 clusters Score -2615753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2615753.250000 Penalty: 4998.681641
	Iteration 47F: 3 clusters Score -2615753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Entering Unmasked Estep 
Score: -191157.781250 Penalty: 1992.829468
	Iteration 0F: 2 clusters Score -191157.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -187838.343750 Penalty: 3985.658936
	Iteration 0F: 3 clusters Score -187838.3 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -188627.375000 Penalty: 3985.658936
	Iteration 1F: 3 clusters Score -188627.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -188933.250000 Penalty: 3985.658936
	Iteration 2F: 3 clusters Score -188933.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -189239.234375 Penalty: 3985.658936
	Iteration 3F: 3 clusters Score -189239.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -189587.828125 Penalty: 3985.658936
	Iteration 4F: 3 clusters Score -189587.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -189884.484375 Penalty: 3985.658936
	Iteration 5F: 3 clusters Score -189884.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -190099.531250 Penalty: 3985.658936
	Iteration 6F: 3 clusters Score -190099.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -190256.718750 Penalty: 3985.658936
	Iteration 7Q: 3 clusters Score -190256.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -190341.265625 Penalty: 3985.658936
	Iteration 8Q: 3 clusters Score -190341.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -190389.843750 Penalty: 3985.658936
	Iteration 9Q: 3 clusters Score -190389.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -190423.000000 Penalty: 3985.658936
	Iteration 10Q: 3 clusters Score -190423 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -190445.562500 Penalty: 3985.658936
	Iteration 11Q: 3 clusters Score -190445.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -190456.468750 Penalty: 3985.658936
	Iteration 12Q: 3 clusters Score -190456.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -190465.812500 Penalty: 3985.658936
	Iteration 13Q: 3 clusters Score -190465.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -190470.703125 Penalty: 3985.658936
	Iteration 14Q: 3 clusters Score -190470.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -190477.406250 Penalty: 3985.658936
	Iteration 15Q: 3 clusters Score -190477.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -190481.296875 Penalty: 3985.658936
	Iteration 16Q: 3 clusters Score -190481.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -190485.171875 Penalty: 3985.658936
	Iteration 17Q: 3 clusters Score -190485.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -190489.250000 Penalty: 3985.658936
	Iteration 18Q: 3 clusters Score -190489.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -190493.531250 Penalty: 3985.658936
	Iteration 19Q: 3 clusters Score -190493.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -190496.625000 Penalty: 3985.658936
	Iteration 20F: 3 clusters Score -190496.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -190498.281250 Penalty: 3985.658936
	Iteration 21Q: 3 clusters Score -190498.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -190499.578125 Penalty: 3985.658936
	Iteration 22Q: 3 clusters Score -190499.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -190499.578125 Penalty: 3985.658936
	Iteration 23F: 3 clusters Score -190499.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (89335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89335 members 
Entering Unmasked Estep 
Score: -9747679.000000 Penalty: 2827.236816
	Iteration 0F: 2 clusters Score -9747679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -9687782.000000 Penalty: 5654.473633
	Iteration 0F: 3 clusters Score -9687782 nChanged 42108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -9711566.000000 Penalty: 5654.473633
	Iteration 1F: 3 clusters Score -9711566 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -9712159.000000 Penalty: 5654.473633
	Iteration 2Q: 3 clusters Score -9712159 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47996 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -9712840.000000 Penalty: 5654.473633
	Iteration 3Q: 3 clusters Score -9712840 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -9713822.000000 Penalty: 5654.473633
	Iteration 4Q: 3 clusters Score -9713822 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52348 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -9715266.000000 Penalty: 5654.473633
	Iteration 5Q: 3 clusters Score -9715266 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56137 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -9717538.000000 Penalty: 5654.473633
	Iteration 6Q: 3 clusters Score -9717538 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61206 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -9720821.000000 Penalty: 5654.473633
	Iteration 7F: 3 clusters Score -9720821 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67523 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -9725763.000000 Penalty: 5654.473633
	Iteration 8F: 3 clusters Score -9725763 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74456 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -9731938.000000 Penalty: 5654.473633
	Iteration 9F: 3 clusters Score -9731938 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80510 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -9737620.000000 Penalty: 5654.473633
	Iteration 10F: 3 clusters Score -9737620 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84613 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -9741383.000000 Penalty: 5654.473633
	Iteration 11Q: 3 clusters Score -9741383 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86870 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -9743308.000000 Penalty: 5654.473633
	Iteration 12Q: 3 clusters Score -9743308 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87967 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -9744215.000000 Penalty: 5654.473633
	Iteration 13Q: 3 clusters Score -9744215 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88470 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -9744691.000000 Penalty: 5654.473633
	Iteration 14Q: 3 clusters Score -9744691 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88692 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -9744913.000000 Penalty: 5654.473633
	Iteration 15Q: 3 clusters Score -9744913 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88808 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -9745044.000000 Penalty: 5654.473633
	Iteration 16Q: 3 clusters Score -9745044 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88865 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -9745110.000000 Penalty: 5654.473633
	Iteration 17Q: 3 clusters Score -9745110 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88904 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9745159.000000 Penalty: 5654.473633
	Iteration 18Q: 3 clusters Score -9745159 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88913 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9745168.000000 Penalty: 5654.473633
	Iteration 19Q: 3 clusters Score -9745168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88920 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9745190.000000 Penalty: 5654.473633
	Iteration 20F: 3 clusters Score -9745190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88934 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -9745220.000000 Penalty: 5654.473633
	Iteration 21Q: 3 clusters Score -9745220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88942 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9745235.000000 Penalty: 5654.473633
	Iteration 22Q: 3 clusters Score -9745235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88946 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -9745241.000000 Penalty: 5654.473633
	Iteration 23Q: 3 clusters Score -9745241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88948 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9745250.000000 Penalty: 5654.473633
	Iteration 24Q: 3 clusters Score -9745250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88950 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9745257.000000 Penalty: 5654.473633
	Iteration 25Q: 3 clusters Score -9745257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88953 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -9745253.000000 Penalty: 5654.473633
	Iteration 26Q: 3 clusters Score -9745253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88956 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9745251.000000 Penalty: 5654.473633
	Iteration 27Q: 3 clusters Score -9745251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88960 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9745250.000000 Penalty: 5654.473633
	Iteration 28Q: 3 clusters Score -9745250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88961 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9745251.000000 Penalty: 5654.473633
	Iteration 29Q: 3 clusters Score -9745251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88961 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9745254.000000 Penalty: 5654.473633
	Iteration 30Q: 3 clusters Score -9745254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88963 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9745256.000000 Penalty: 5654.473633
	Iteration 31Q: 3 clusters Score -9745256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88965 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9745255.000000 Penalty: 5654.473633
	Iteration 32Q: 3 clusters Score -9745255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88968 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9745266.000000 Penalty: 5654.473633
	Iteration 33Q: 3 clusters Score -9745266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88969 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -9745269.000000 Penalty: 5654.473633
	Iteration 34Q: 3 clusters Score -9745269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88971 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9745273.000000 Penalty: 5654.473633
	Iteration 35Q: 3 clusters Score -9745273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88972 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -9745273.000000 Penalty: 5654.473633
	Iteration 36Q: 3 clusters Score -9745273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88972 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -9745273.000000 Penalty: 5654.473633
	Iteration 37F: 3 clusters Score -9745273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Entering Unmasked Estep 
Score: -1587064.125000 Penalty: 2375.197754
	Iteration 0F: 2 clusters Score -1587064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1576530.750000 Penalty: 4750.395508
	Iteration 0F: 3 clusters Score -1576531 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1579934.500000 Penalty: 4750.395508
	Iteration 1F: 3 clusters Score -1579934 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1580419.875000 Penalty: 4750.395508
	Iteration 2F: 3 clusters Score -1580420 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1580909.125000 Penalty: 4750.395508
	Iteration 3F: 3 clusters Score -1580909 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1581384.625000 Penalty: 4750.395508
	Iteration 4F: 3 clusters Score -1581385 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1581821.625000 Penalty: 4750.395508
	Iteration 5F: 3 clusters Score -1581822 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1582232.500000 Penalty: 4750.395508
	Iteration 6F: 3 clusters Score -1582232 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1582579.250000 Penalty: 4750.395508
	Iteration 7Q: 3 clusters Score -1582579 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1582848.500000 Penalty: 4750.395508
	Iteration 8Q: 3 clusters Score -1582848 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1583058.750000 Penalty: 4750.395508
	Iteration 9Q: 3 clusters Score -1583059 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1583192.375000 Penalty: 4750.395508
	Iteration 10Q: 3 clusters Score -1583192 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1583284.875000 Penalty: 4750.395508
	Iteration 11Q: 3 clusters Score -1583285 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1583349.250000 Penalty: 4750.395508
	Iteration 12Q: 3 clusters Score -1583349 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1583393.000000 Penalty: 4750.395508
	Iteration 13Q: 3 clusters Score -1583393 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1583423.875000 Penalty: 4750.395508
	Iteration 14Q: 3 clusters Score -1583424 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1583447.250000 Penalty: 4750.395508
	Iteration 15Q: 3 clusters Score -1583447 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1583461.125000 Penalty: 4750.395508
	Iteration 16Q: 3 clusters Score -1583461 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1583474.000000 Penalty: 4750.395508
	Iteration 17Q: 3 clusters Score -1583474 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1583473.500000 Penalty: 4750.395508
	Iteration 18Q: 3 clusters Score -1583474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1583484.875000 Penalty: 4750.395508
	Iteration 19Q: 3 clusters Score -1583485 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1583487.000000 Penalty: 4750.395508
	Iteration 20F: 3 clusters Score -1583487 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1583489.375000 Penalty: 4750.395508
	Iteration 21Q: 3 clusters Score -1583489 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1583491.750000 Penalty: 4750.395508
	Iteration 22Q: 3 clusters Score -1583492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1583499.375000 Penalty: 4750.395508
	Iteration 23Q: 3 clusters Score -1583499 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1583504.250000 Penalty: 4750.395508
	Iteration 24Q: 3 clusters Score -1583504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1583506.625000 Penalty: 4750.395508
	Iteration 25Q: 3 clusters Score -1583507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1583507.875000 Penalty: 4750.395508
	Iteration 26Q: 3 clusters Score -1583508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1583511.875000 Penalty: 4750.395508
	Iteration 27Q: 3 clusters Score -1583512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1583516.750000 Penalty: 4750.395508
	Iteration 28Q: 3 clusters Score -1583517 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1583524.125000 Penalty: 4750.395508
	Iteration 29Q: 3 clusters Score -1583524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1583518.750000 Penalty: 4750.395508
	Iteration 30Q: 3 clusters Score -1583519 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1583527.375000 Penalty: 4750.395508
	Iteration 31Q: 3 clusters Score -1583527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1583525.375000 Penalty: 4750.395508
	Iteration 32Q: 3 clusters Score -1583525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1583529.125000 Penalty: 4750.395508
	Iteration 33Q: 3 clusters Score -1583529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1583530.750000 Penalty: 4750.395508
	Iteration 34Q: 3 clusters Score -1583531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1583531.000000 Penalty: 4750.395508
	Iteration 35Q: 3 clusters Score -1583531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1583532.375000 Penalty: 4750.395508
	Iteration 36Q: 3 clusters Score -1583532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1583533.750000 Penalty: 4750.395508
	Iteration 37Q: 3 clusters Score -1583534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1583534.625000 Penalty: 4750.395508
	Iteration 38Q: 3 clusters Score -1583535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1583533.000000 Penalty: 4750.395508
	Iteration 39Q: 3 clusters Score -1583533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1583535.250000 Penalty: 4750.395508
	Iteration 40F: 3 clusters Score -1583535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1583537.375000 Penalty: 4750.395508
	Iteration 41Q: 3 clusters Score -1583537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1583534.875000 Penalty: 4750.395508
	Iteration 42Q: 3 clusters Score -1583535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1583533.875000 Penalty: 4750.395508
	Iteration 43Q: 3 clusters Score -1583534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1583539.625000 Penalty: 4750.395508
	Iteration 44Q: 3 clusters Score -1583540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1583539.375000 Penalty: 4750.395508
	Iteration 45Q: 3 clusters Score -1583539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1583541.125000 Penalty: 4750.395508
	Iteration 46Q: 3 clusters Score -1583541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1583541.750000 Penalty: 4750.395508
	Iteration 47Q: 3 clusters Score -1583542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1583539.125000 Penalty: 4750.395508
	Iteration 48Q: 3 clusters Score -1583539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1583545.000000 Penalty: 4750.395508
	Iteration 49Q: 3 clusters Score -1583545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1583544.500000 Penalty: 4750.395508
	Iteration 50Q: 3 clusters Score -1583544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1583543.875000 Penalty: 4750.395508
	Iteration 51Q: 3 clusters Score -1583544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1583545.875000 Penalty: 4750.395508
	Iteration 52Q: 3 clusters Score -1583546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1583545.375000 Penalty: 4750.395508
	Iteration 53Q: 3 clusters Score -1583545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1583544.375000 Penalty: 4750.395508
	Iteration 54Q: 3 clusters Score -1583544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1583544.375000 Penalty: 4750.395508
	Iteration 55Q: 3 clusters Score -1583544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1583548.000000 Penalty: 4750.395508
	Iteration 56Q: 3 clusters Score -1583548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1583548.500000 Penalty: 4750.395508
	Iteration 57Q: 3 clusters Score -1583548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1583551.750000 Penalty: 4750.395508
	Iteration 58Q: 3 clusters Score -1583552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1583554.875000 Penalty: 4750.395508
	Iteration 59Q: 3 clusters Score -1583555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1583557.375000 Penalty: 4750.395508
	Iteration 60F: 3 clusters Score -1583557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1583558.375000 Penalty: 4750.395508
	Iteration 61Q: 3 clusters Score -1583558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1583558.875000 Penalty: 4750.395508
	Iteration 62Q: 3 clusters Score -1583559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1583558.125000 Penalty: 4750.395508
	Iteration 63Q: 3 clusters Score -1583558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1583562.125000 Penalty: 4750.395508
	Iteration 64Q: 3 clusters Score -1583562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1583564.125000 Penalty: 4750.395508
	Iteration 65Q: 3 clusters Score -1583564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1583565.625000 Penalty: 4750.395508
	Iteration 66Q: 3 clusters Score -1583566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1583567.875000 Penalty: 4750.395508
	Iteration 67Q: 3 clusters Score -1583568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1583569.000000 Penalty: 4750.395508
	Iteration 68Q: 3 clusters Score -1583569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1583570.375000 Penalty: 4750.395508
	Iteration 69Q: 3 clusters Score -1583570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1583568.750000 Penalty: 4750.395508
	Iteration 70Q: 3 clusters Score -1583569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1583574.000000 Penalty: 4750.395508
	Iteration 71Q: 3 clusters Score -1583574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1583571.750000 Penalty: 4750.395508
	Iteration 72Q: 3 clusters Score -1583572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1583573.500000 Penalty: 4750.395508
	Iteration 73Q: 3 clusters Score -1583574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1583576.000000 Penalty: 4750.395508
	Iteration 74Q: 3 clusters Score -1583576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1583578.375000 Penalty: 4750.395508
	Iteration 75Q: 3 clusters Score -1583578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1583579.375000 Penalty: 4750.395508
	Iteration 76Q: 3 clusters Score -1583579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1583581.750000 Penalty: 4750.395508
	Iteration 77Q: 3 clusters Score -1583582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1583583.000000 Penalty: 4750.395508
	Iteration 78Q: 3 clusters Score -1583583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1583583.125000 Penalty: 4750.395508
	Iteration 79Q: 3 clusters Score -1583583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1583582.750000 Penalty: 4750.395508
	Iteration 80F: 3 clusters Score -1583583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1583582.750000 Penalty: 4750.395508
	Iteration 81Q: 3 clusters Score -1583583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1583585.000000 Penalty: 4750.395508
	Iteration 82Q: 3 clusters Score -1583585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1583584.125000 Penalty: 4750.395508
	Iteration 83Q: 3 clusters Score -1583584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1583583.875000 Penalty: 4750.395508
	Iteration 84Q: 3 clusters Score -1583584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1583584.125000 Penalty: 4750.395508
	Iteration 85Q: 3 clusters Score -1583584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1583583.125000 Penalty: 4750.395508
	Iteration 86Q: 3 clusters Score -1583583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1583585.000000 Penalty: 4750.395508
	Iteration 87Q: 3 clusters Score -1583585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1583585.375000 Penalty: 4750.395508
	Iteration 88Q: 3 clusters Score -1583585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1583584.500000 Penalty: 4750.395508
	Iteration 89Q: 3 clusters Score -1583584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1583587.000000 Penalty: 4750.395508
	Iteration 90Q: 3 clusters Score -1583587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1583587.875000 Penalty: 4750.395508
	Iteration 91Q: 3 clusters Score -1583588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1583587.125000 Penalty: 4750.395508
	Iteration 92Q: 3 clusters Score -1583587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1583589.125000 Penalty: 4750.395508
	Iteration 93Q: 3 clusters Score -1583589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1583589.000000 Penalty: 4750.395508
	Iteration 94Q: 3 clusters Score -1583589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1583591.125000 Penalty: 4750.395508
	Iteration 95Q: 3 clusters Score -1583591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1583590.250000 Penalty: 4750.395508
	Iteration 96Q: 3 clusters Score -1583590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1583593.875000 Penalty: 4750.395508
	Iteration 97Q: 3 clusters Score -1583594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1583595.500000 Penalty: 4750.395508
	Iteration 98Q: 3 clusters Score -1583596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1583602.000000 Penalty: 4750.395508
	Iteration 99Q: 3 clusters Score -1583602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1583606.625000 Penalty: 4750.395508
	Iteration 100F: 3 clusters Score -1583607 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1583609.125000 Penalty: 4750.395508
	Iteration 101Q: 3 clusters Score -1583609 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1583620.375000 Penalty: 4750.395508
	Iteration 102Q: 3 clusters Score -1583620 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1583629.750000 Penalty: 4750.395508
	Iteration 103Q: 3 clusters Score -1583630 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1583633.000000 Penalty: 4750.395508
	Iteration 104Q: 3 clusters Score -1583633 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1583641.250000 Penalty: 4750.395508
	Iteration 105Q: 3 clusters Score -1583641 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1583639.875000 Penalty: 4750.395508
	Iteration 106Q: 3 clusters Score -1583640 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1583652.000000 Penalty: 4750.395508
	Iteration 107Q: 3 clusters Score -1583652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1583657.875000 Penalty: 4750.395508
	Iteration 108Q: 3 clusters Score -1583658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1583657.875000 Penalty: 4750.395508
	Iteration 109Q: 3 clusters Score -1583658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1583661.875000 Penalty: 4750.395508
	Iteration 110Q: 3 clusters Score -1583662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1583669.750000 Penalty: 4750.395508
	Iteration 111Q: 3 clusters Score -1583670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1583676.000000 Penalty: 4750.395508
	Iteration 112Q: 3 clusters Score -1583676 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1583680.375000 Penalty: 4750.395508
	Iteration 113Q: 3 clusters Score -1583680 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1583683.000000 Penalty: 4750.395508
	Iteration 114Q: 3 clusters Score -1583683 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1583691.375000 Penalty: 4750.395508
	Iteration 115Q: 3 clusters Score -1583691 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1583697.125000 Penalty: 4750.395508
	Iteration 116Q: 3 clusters Score -1583697 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1583701.500000 Penalty: 4750.395508
	Iteration 117Q: 3 clusters Score -1583702 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1583707.375000 Penalty: 4750.395508
	Iteration 118Q: 3 clusters Score -1583707 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1583719.250000 Penalty: 4750.395508
	Iteration 119Q: 3 clusters Score -1583719 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1583730.875000 Penalty: 4750.395508
	Iteration 120F: 3 clusters Score -1583731 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1583747.500000 Penalty: 4750.395508
	Iteration 121Q: 3 clusters Score -1583748 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1583759.500000 Penalty: 4750.395508
	Iteration 122Q: 3 clusters Score -1583760 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1583778.250000 Penalty: 4750.395508
	Iteration 123Q: 3 clusters Score -1583778 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1583797.500000 Penalty: 4750.395508
	Iteration 124Q: 3 clusters Score -1583798 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1583821.375000 Penalty: 4750.395508
	Iteration 125Q: 3 clusters Score -1583821 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1583850.375000 Penalty: 4750.395508
	Iteration 126Q: 3 clusters Score -1583850 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1583878.000000 Penalty: 4750.395508
	Iteration 127Q: 3 clusters Score -1583878 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1583898.625000 Penalty: 4750.395508
	Iteration 128Q: 3 clusters Score -1583899 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1583935.750000 Penalty: 4750.395508
	Iteration 129Q: 3 clusters Score -1583936 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1583969.625000 Penalty: 4750.395508
	Iteration 130Q: 3 clusters Score -1583970 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1584021.375000 Penalty: 4750.395508
	Iteration 131Q: 3 clusters Score -1584021 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1584077.000000 Penalty: 4750.395508
	Iteration 132Q: 3 clusters Score -1584077 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1584140.250000 Penalty: 4750.395508
	Iteration 133Q: 3 clusters Score -1584140 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1584214.500000 Penalty: 4750.395508
	Iteration 134Q: 3 clusters Score -1584214 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1584304.625000 Penalty: 4750.395508
	Iteration 135Q: 3 clusters Score -1584305 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1584395.875000 Penalty: 4750.395508
	Iteration 136Q: 3 clusters Score -1584396 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1584473.000000 Penalty: 4750.395508
	Iteration 137Q: 3 clusters Score -1584473 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1584563.000000 Penalty: 4750.395508
	Iteration 138Q: 3 clusters Score -1584563 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1584627.125000 Penalty: 4750.395508
	Iteration 139Q: 3 clusters Score -1584627 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1584706.875000 Penalty: 4750.395508
	Iteration 140F: 3 clusters Score -1584707 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1584761.875000 Penalty: 4750.395508
	Iteration 141Q: 3 clusters Score -1584762 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1584809.625000 Penalty: 4750.395508
	Iteration 142Q: 3 clusters Score -1584810 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1584843.375000 Penalty: 4750.395508
	Iteration 143Q: 3 clusters Score -1584843 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1584879.625000 Penalty: 4750.395508
	Iteration 144Q: 3 clusters Score -1584880 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1584914.000000 Penalty: 4750.395508
	Iteration 145Q: 3 clusters Score -1584914 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1584942.375000 Penalty: 4750.395508
	Iteration 146Q: 3 clusters Score -1584942 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1584960.250000 Penalty: 4750.395508
	Iteration 147Q: 3 clusters Score -1584960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1584979.500000 Penalty: 4750.395508
	Iteration 148Q: 3 clusters Score -1584980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1585001.375000 Penalty: 4750.395508
	Iteration 149Q: 3 clusters Score -1585001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1585014.500000 Penalty: 4750.395508
	Iteration 150Q: 3 clusters Score -1585014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1585018.000000 Penalty: 4750.395508
	Iteration 151Q: 3 clusters Score -1585018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1585027.000000 Penalty: 4750.395508
	Iteration 152Q: 3 clusters Score -1585027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1585032.000000 Penalty: 4750.395508
	Iteration 153Q: 3 clusters Score -1585032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1585036.125000 Penalty: 4750.395508
	Iteration 154Q: 3 clusters Score -1585036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1585045.750000 Penalty: 4750.395508
	Iteration 155Q: 3 clusters Score -1585046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1585048.000000 Penalty: 4750.395508
	Iteration 156Q: 3 clusters Score -1585048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1585051.000000 Penalty: 4750.395508
	Iteration 157Q: 3 clusters Score -1585051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1585054.375000 Penalty: 4750.395508
	Iteration 158Q: 3 clusters Score -1585054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1585058.500000 Penalty: 4750.395508
	Iteration 159Q: 3 clusters Score -1585058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1585058.375000 Penalty: 4750.395508
	Iteration 160F: 3 clusters Score -1585058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1585059.000000 Penalty: 4750.395508
	Iteration 161Q: 3 clusters Score -1585059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1585058.000000 Penalty: 4750.395508
	Iteration 162Q: 3 clusters Score -1585058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1585059.375000 Penalty: 4750.395508
	Iteration 163Q: 3 clusters Score -1585059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1585061.625000 Penalty: 4750.395508
	Iteration 164Q: 3 clusters Score -1585062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1585064.875000 Penalty: 4750.395508
	Iteration 165Q: 3 clusters Score -1585065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1585064.625000 Penalty: 4750.395508
	Iteration 166Q: 3 clusters Score -1585065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1585069.875000 Penalty: 4750.395508
	Iteration 167Q: 3 clusters Score -1585070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1585073.250000 Penalty: 4750.395508
	Iteration 168Q: 3 clusters Score -1585073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1585081.250000 Penalty: 4750.395508
	Iteration 169Q: 3 clusters Score -1585081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1585083.750000 Penalty: 4750.395508
	Iteration 170Q: 3 clusters Score -1585084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1585086.750000 Penalty: 4750.395508
	Iteration 171Q: 3 clusters Score -1585087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1585087.500000 Penalty: 4750.395508
	Iteration 172Q: 3 clusters Score -1585088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1585091.750000 Penalty: 4750.395508
	Iteration 173Q: 3 clusters Score -1585092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1585094.375000 Penalty: 4750.395508
	Iteration 174Q: 3 clusters Score -1585094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1585096.500000 Penalty: 4750.395508
	Iteration 175Q: 3 clusters Score -1585096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1585097.750000 Penalty: 4750.395508
	Iteration 176Q: 3 clusters Score -1585098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1585097.750000 Penalty: 4750.395508
	Iteration 177Q: 3 clusters Score -1585098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1585097.750000 Penalty: 4750.395508
	Iteration 178F: 3 clusters Score -1585098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -152575.296875 Penalty: 1810.851929
	Iteration 0F: 2 clusters Score -152575.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -150280.406250 Penalty: 3621.703857
	Iteration 0F: 3 clusters Score -150280.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -150637.171875 Penalty: 3621.703857
	Iteration 1F: 3 clusters Score -150637.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -150759.515625 Penalty: 3621.703857
	Iteration 2F: 3 clusters Score -150759.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -150835.390625 Penalty: 3621.703857
	Iteration 3Q: 3 clusters Score -150835.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -150903.765625 Penalty: 3621.703857
	Iteration 4Q: 3 clusters Score -150903.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -150963.453125 Penalty: 3621.703857
	Iteration 5Q: 3 clusters Score -150963.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -151027.875000 Penalty: 3621.703857
	Iteration 6Q: 3 clusters Score -151027.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -151071.375000 Penalty: 3621.703857
	Iteration 7Q: 3 clusters Score -151071.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -151109.171875 Penalty: 3621.703857
	Iteration 8Q: 3 clusters Score -151109.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -151130.343750 Penalty: 3621.703857
	Iteration 9Q: 3 clusters Score -151130.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -151144.250000 Penalty: 3621.703857
	Iteration 10Q: 3 clusters Score -151144.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -151161.468750 Penalty: 3621.703857
	Iteration 11Q: 3 clusters Score -151161.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -151180.187500 Penalty: 3621.703857
	Iteration 12Q: 3 clusters Score -151180.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -151197.921875 Penalty: 3621.703857
	Iteration 13Q: 3 clusters Score -151197.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -151206.281250 Penalty: 3621.703857
	Iteration 14Q: 3 clusters Score -151206.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -151215.781250 Penalty: 3621.703857
	Iteration 15Q: 3 clusters Score -151215.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -151220.968750 Penalty: 3621.703857
	Iteration 16Q: 3 clusters Score -151221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -151225.578125 Penalty: 3621.703857
	Iteration 17Q: 3 clusters Score -151225.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -151233.062500 Penalty: 3621.703857
	Iteration 18Q: 3 clusters Score -151233.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -151237.296875 Penalty: 3621.703857
	Iteration 19Q: 3 clusters Score -151237.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -151237.296875 Penalty: 3621.703857
	Iteration 20F: 3 clusters Score -151237.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (35336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Entering Unmasked Estep 
Score: -3491434.500000 Penalty: 2597.218994
	Iteration 0F: 2 clusters Score -3491434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -3467507.750000 Penalty: 5194.437988
	Iteration 0F: 3 clusters Score -3467508 nChanged 16021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -3476679.750000 Penalty: 5194.437988
	Iteration 1F: 3 clusters Score -3476680 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -3477732.750000 Penalty: 5194.437988
	Iteration 2F: 3 clusters Score -3477733 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -3478846.500000 Penalty: 5194.437988
	Iteration 3F: 3 clusters Score -3478846 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -3479943.750000 Penalty: 5194.437988
	Iteration 4F: 3 clusters Score -3479944 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -3480999.750000 Penalty: 5194.437988
	Iteration 5F: 3 clusters Score -3481000 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -3481870.250000 Penalty: 5194.437988
	Iteration 6F: 3 clusters Score -3481870 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -3482624.750000 Penalty: 5194.437988
	Iteration 7Q: 3 clusters Score -3482625 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -3483238.000000 Penalty: 5194.437988
	Iteration 8Q: 3 clusters Score -3483238 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -3483688.000000 Penalty: 5194.437988
	Iteration 9Q: 3 clusters Score -3483688 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -3484096.750000 Penalty: 5194.437988
	Iteration 10Q: 3 clusters Score -3484097 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -3484464.750000 Penalty: 5194.437988
	Iteration 11Q: 3 clusters Score -3484465 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -3484852.750000 Penalty: 5194.437988
	Iteration 12Q: 3 clusters Score -3484853 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -3485241.000000 Penalty: 5194.437988
	Iteration 13Q: 3 clusters Score -3485241 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -3485618.000000 Penalty: 5194.437988
	Iteration 14Q: 3 clusters Score -3485618 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -3485977.000000 Penalty: 5194.437988
	Iteration 15Q: 3 clusters Score -3485977 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -3486288.250000 Penalty: 5194.437988
	Iteration 16Q: 3 clusters Score -3486288 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -3486597.500000 Penalty: 5194.437988
	Iteration 17Q: 3 clusters Score -3486598 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -3486894.500000 Penalty: 5194.437988
	Iteration 18Q: 3 clusters Score -3486894 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -3487144.250000 Penalty: 5194.437988
	Iteration 19Q: 3 clusters Score -3487144 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -3487370.000000 Penalty: 5194.437988
	Iteration 20F: 3 clusters Score -3487370 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -3487533.500000 Penalty: 5194.437988
	Iteration 21Q: 3 clusters Score -3487534 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -3487702.750000 Penalty: 5194.437988
	Iteration 22Q: 3 clusters Score -3487703 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -3487831.500000 Penalty: 5194.437988
	Iteration 23Q: 3 clusters Score -3487832 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -3487929.000000 Penalty: 5194.437988
	Iteration 24Q: 3 clusters Score -3487929 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -3488015.500000 Penalty: 5194.437988
	Iteration 25Q: 3 clusters Score -3488016 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -3488081.250000 Penalty: 5194.437988
	Iteration 26Q: 3 clusters Score -3488081 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -3488157.250000 Penalty: 5194.437988
	Iteration 27Q: 3 clusters Score -3488157 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -3488216.750000 Penalty: 5194.437988
	Iteration 28Q: 3 clusters Score -3488217 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -3488279.500000 Penalty: 5194.437988
	Iteration 29Q: 3 clusters Score -3488280 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -3488334.000000 Penalty: 5194.437988
	Iteration 30Q: 3 clusters Score -3488334 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -3488433.000000 Penalty: 5194.437988
	Iteration 31Q: 3 clusters Score -3488433 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -3488483.000000 Penalty: 5194.437988
	Iteration 32Q: 3 clusters Score -3488483 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -3488557.250000 Penalty: 5194.437988
	Iteration 33Q: 3 clusters Score -3488557 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -3488609.500000 Penalty: 5194.437988
	Iteration 34Q: 3 clusters Score -3488610 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -3488686.000000 Penalty: 5194.437988
	Iteration 35Q: 3 clusters Score -3488686 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -3488748.250000 Penalty: 5194.437988
	Iteration 36Q: 3 clusters Score -3488748 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -3488816.750000 Penalty: 5194.437988
	Iteration 37Q: 3 clusters Score -3488817 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -3488870.000000 Penalty: 5194.437988
	Iteration 38Q: 3 clusters Score -3488870 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -3488933.250000 Penalty: 5194.437988
	Iteration 39Q: 3 clusters Score -3488933 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -3488977.750000 Penalty: 5194.437988
	Iteration 40F: 3 clusters Score -3488978 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -3489049.500000 Penalty: 5194.437988
	Iteration 41Q: 3 clusters Score -3489050 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -3489118.250000 Penalty: 5194.437988
	Iteration 42Q: 3 clusters Score -3489118 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -3489186.750000 Penalty: 5194.437988
	Iteration 43Q: 3 clusters Score -3489187 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -3489244.250000 Penalty: 5194.437988
	Iteration 44Q: 3 clusters Score -3489244 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -3489297.500000 Penalty: 5194.437988
	Iteration 45Q: 3 clusters Score -3489298 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -3489381.000000 Penalty: 5194.437988
	Iteration 46Q: 3 clusters Score -3489381 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -3489426.750000 Penalty: 5194.437988
	Iteration 47Q: 3 clusters Score -3489427 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -3489498.750000 Penalty: 5194.437988
	Iteration 48Q: 3 clusters Score -3489499 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -3489549.000000 Penalty: 5194.437988
	Iteration 49Q: 3 clusters Score -3489549 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -3489593.250000 Penalty: 5194.437988
	Iteration 50Q: 3 clusters Score -3489593 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -3489653.750000 Penalty: 5194.437988
	Iteration 51Q: 3 clusters Score -3489654 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -3489717.500000 Penalty: 5194.437988
	Iteration 52Q: 3 clusters Score -3489718 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -3489754.500000 Penalty: 5194.437988
	Iteration 53Q: 3 clusters Score -3489754 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -3489796.000000 Penalty: 5194.437988
	Iteration 54Q: 3 clusters Score -3489796 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -3489839.500000 Penalty: 5194.437988
	Iteration 55Q: 3 clusters Score -3489840 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -3489888.000000 Penalty: 5194.437988
	Iteration 56Q: 3 clusters Score -3489888 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -3489912.000000 Penalty: 5194.437988
	Iteration 57Q: 3 clusters Score -3489912 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -3489945.500000 Penalty: 5194.437988
	Iteration 58Q: 3 clusters Score -3489946 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -3489971.500000 Penalty: 5194.437988
	Iteration 59Q: 3 clusters Score -3489972 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -3489994.500000 Penalty: 5194.437988
	Iteration 60F: 3 clusters Score -3489994 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -3490019.500000 Penalty: 5194.437988
	Iteration 61Q: 3 clusters Score -3490020 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -3490031.500000 Penalty: 5194.437988
	Iteration 62Q: 3 clusters Score -3490032 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -3490056.500000 Penalty: 5194.437988
	Iteration 63Q: 3 clusters Score -3490056 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -3490070.250000 Penalty: 5194.437988
	Iteration 64Q: 3 clusters Score -3490070 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -3490082.750000 Penalty: 5194.437988
	Iteration 65Q: 3 clusters Score -3490083 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -3490089.250000 Penalty: 5194.437988
	Iteration 66Q: 3 clusters Score -3490089 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -3490095.000000 Penalty: 5194.437988
	Iteration 67Q: 3 clusters Score -3490095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -3490102.750000 Penalty: 5194.437988
	Iteration 68Q: 3 clusters Score -3490103 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -3490112.000000 Penalty: 5194.437988
	Iteration 69Q: 3 clusters Score -3490112 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -3490120.250000 Penalty: 5194.437988
	Iteration 70Q: 3 clusters Score -3490120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -3490124.500000 Penalty: 5194.437988
	Iteration 71Q: 3 clusters Score -3490124 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -3490146.000000 Penalty: 5194.437988
	Iteration 72Q: 3 clusters Score -3490146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -3490157.250000 Penalty: 5194.437988
	Iteration 73Q: 3 clusters Score -3490157 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -3490166.000000 Penalty: 5194.437988
	Iteration 74Q: 3 clusters Score -3490166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -3490181.000000 Penalty: 5194.437988
	Iteration 75Q: 3 clusters Score -3490181 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -3490180.000000 Penalty: 5194.437988
	Iteration 76Q: 3 clusters Score -3490180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -3490184.750000 Penalty: 5194.437988
	Iteration 77Q: 3 clusters Score -3490185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -3490188.000000 Penalty: 5194.437988
	Iteration 78Q: 3 clusters Score -3490188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -3490190.750000 Penalty: 5194.437988
	Iteration 79Q: 3 clusters Score -3490191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -3490198.500000 Penalty: 5194.437988
	Iteration 80F: 3 clusters Score -3490198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -3490195.250000 Penalty: 5194.437988
	Iteration 81Q: 3 clusters Score -3490195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -3490199.000000 Penalty: 5194.437988
	Iteration 82Q: 3 clusters Score -3490199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
Score: -3490199.500000 Penalty: 5194.437988
	Iteration 83Q: 3 clusters Score -3490200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -3490204.750000 Penalty: 5194.437988
	Iteration 84Q: 3 clusters Score -3490205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -3490209.500000 Penalty: 5194.437988
	Iteration 85Q: 3 clusters Score -3490210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -3490209.750000 Penalty: 5194.437988
	Iteration 86Q: 3 clusters Score -3490210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -3490204.750000 Penalty: 5194.437988
	Iteration 87Q: 3 clusters Score -3490205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -3490206.500000 Penalty: 5194.437988
	Iteration 88Q: 3 clusters Score -3490206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -3490209.000000 Penalty: 5194.437988
	Iteration 89Q: 3 clusters Score -3490209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -3490209.750000 Penalty: 5194.437988
	Iteration 90Q: 3 clusters Score -3490210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -3490209.250000 Penalty: 5194.437988
	Iteration 91Q: 3 clusters Score -3490209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -3490208.750000 Penalty: 5194.437988
	Iteration 92Q: 3 clusters Score -3490209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -3490211.250000 Penalty: 5194.437988
	Iteration 93Q: 3 clusters Score -3490211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -3490216.750000 Penalty: 5194.437988
	Iteration 94Q: 3 clusters Score -3490217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -3490212.250000 Penalty: 5194.437988
	Iteration 95Q: 3 clusters Score -3490212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -3490212.250000 Penalty: 5194.437988
	Iteration 96F: 3 clusters Score -3490212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Entering Unmasked Estep 
Score: -4031181.250000 Penalty: 2633.544189
	Iteration 0F: 2 clusters Score -4031181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -4003376.000000 Penalty: 5267.088379
	Iteration 0F: 3 clusters Score -4003376 nChanged 18803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -4014218.750000 Penalty: 5267.088379
	Iteration 1F: 3 clusters Score -4014219 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -4015271.250000 Penalty: 5267.088379
	Iteration 2F: 3 clusters Score -4015271 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -4016441.500000 Penalty: 5267.088379
	Iteration 3F: 3 clusters Score -4016442 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -4017769.500000 Penalty: 5267.088379
	Iteration 4F: 3 clusters Score -4017770 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -4019231.000000 Penalty: 5267.088379
	Iteration 5F: 3 clusters Score -4019231 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -4020802.500000 Penalty: 5267.088379
	Iteration 6F: 3 clusters Score -4020802 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -4022362.750000 Penalty: 5267.088379
	Iteration 7F: 3 clusters Score -4022363 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -4023869.250000 Penalty: 5267.088379
	Iteration 8F: 3 clusters Score -4023869 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -4025171.000000 Penalty: 5267.088379
	Iteration 9Q: 3 clusters Score -4025171 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -4026269.750000 Penalty: 5267.088379
	Iteration 10Q: 3 clusters Score -4026270 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -4027209.500000 Penalty: 5267.088379
	Iteration 11Q: 3 clusters Score -4027210 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -4027889.750000 Penalty: 5267.088379
	Iteration 12Q: 3 clusters Score -4027890 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -4028329.500000 Penalty: 5267.088379
	Iteration 13Q: 3 clusters Score -4028330 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -4028616.000000 Penalty: 5267.088379
	Iteration 14Q: 3 clusters Score -4028616 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -4028748.750000 Penalty: 5267.088379
	Iteration 15Q: 3 clusters Score -4028749 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -4028858.000000 Penalty: 5267.088379
	Iteration 16Q: 3 clusters Score -4028858 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -4028916.000000 Penalty: 5267.088379
	Iteration 17Q: 3 clusters Score -4028916 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -4028961.250000 Penalty: 5267.088379
	Iteration 18Q: 3 clusters Score -4028961 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -4028999.000000 Penalty: 5267.088379
	Iteration 19Q: 3 clusters Score -4028999 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -4029014.000000 Penalty: 5267.088379
	Iteration 20F: 3 clusters Score -4029014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -4029023.250000 Penalty: 5267.088379
	Iteration 21Q: 3 clusters Score -4029023 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -4029042.000000 Penalty: 5267.088379
	Iteration 22Q: 3 clusters Score -4029042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -4029054.750000 Penalty: 5267.088379
	Iteration 23Q: 3 clusters Score -4029055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -4029056.750000 Penalty: 5267.088379
	Iteration 24Q: 3 clusters Score -4029057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -4029063.250000 Penalty: 5267.088379
	Iteration 25Q: 3 clusters Score -4029063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -4029063.500000 Penalty: 5267.088379
	Iteration 26Q: 3 clusters Score -4029064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -4029074.500000 Penalty: 5267.088379
	Iteration 27Q: 3 clusters Score -4029074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -4029078.250000 Penalty: 5267.088379
	Iteration 28Q: 3 clusters Score -4029078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -4029087.000000 Penalty: 5267.088379
	Iteration 29Q: 3 clusters Score -4029087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -4029088.750000 Penalty: 5267.088379
	Iteration 30Q: 3 clusters Score -4029089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -4029089.250000 Penalty: 5267.088379
	Iteration 31Q: 3 clusters Score -4029089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -4029093.750000 Penalty: 5267.088379
	Iteration 32Q: 3 clusters Score -4029094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -4029094.750000 Penalty: 5267.088379
	Iteration 33Q: 3 clusters Score -4029095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
Score: -4029098.000000 Penalty: 5267.088379
	Iteration 34Q: 3 clusters Score -4029098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -4029095.250000 Penalty: 5267.088379
	Iteration 35Q: 3 clusters Score -4029095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -4029097.250000 Penalty: 5267.088379
	Iteration 36Q: 3 clusters Score -4029097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -4029095.750000 Penalty: 5267.088379
	Iteration 37Q: 3 clusters Score -4029096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -4029095.750000 Penalty: 5267.088379
	Iteration 38Q: 3 clusters Score -4029096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -4029095.750000 Penalty: 5267.088379
	Iteration 39F: 3 clusters Score -4029096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Entering Unmasked Estep 
Score: -1053756.375000 Penalty: 2280.491699
	Iteration 0F: 2 clusters Score -1053756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1046190.562500 Penalty: 4560.983398
	Iteration 0F: 3 clusters Score -1046191 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1048346.312500 Penalty: 4560.983398
	Iteration 1F: 3 clusters Score -1048346 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1048698.500000 Penalty: 4560.983398
	Iteration 2F: 3 clusters Score -1048698 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1049027.750000 Penalty: 4560.983398
	Iteration 3F: 3 clusters Score -1049028 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1049316.625000 Penalty: 4560.983398
	Iteration 4Q: 3 clusters Score -1049317 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1049581.375000 Penalty: 4560.983398
	Iteration 5Q: 3 clusters Score -1049581 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1049770.375000 Penalty: 4560.983398
	Iteration 6Q: 3 clusters Score -1049770 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1049932.875000 Penalty: 4560.983398
	Iteration 7Q: 3 clusters Score -1049933 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1050103.375000 Penalty: 4560.983398
	Iteration 8Q: 3 clusters Score -1050103 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1050284.625000 Penalty: 4560.983398
	Iteration 9Q: 3 clusters Score -1050285 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1050481.125000 Penalty: 4560.983398
	Iteration 10Q: 3 clusters Score -1050481 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1050677.875000 Penalty: 4560.983398
	Iteration 11Q: 3 clusters Score -1050678 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1050883.875000 Penalty: 4560.983398
	Iteration 12Q: 3 clusters Score -1050884 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1051084.375000 Penalty: 4560.983398
	Iteration 13Q: 3 clusters Score -1051084 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1051267.125000 Penalty: 4560.983398
	Iteration 14Q: 3 clusters Score -1051267 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1051443.750000 Penalty: 4560.983398
	Iteration 15Q: 3 clusters Score -1051444 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1051609.000000 Penalty: 4560.983398
	Iteration 16Q: 3 clusters Score -1051609 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1051726.000000 Penalty: 4560.983398
	Iteration 17Q: 3 clusters Score -1051726 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1051824.250000 Penalty: 4560.983398
	Iteration 18Q: 3 clusters Score -1051824 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1051898.125000 Penalty: 4560.983398
	Iteration 19Q: 3 clusters Score -1051898 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1051957.750000 Penalty: 4560.983398
	Iteration 20F: 3 clusters Score -1051958 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1052011.375000 Penalty: 4560.983398
	Iteration 21Q: 3 clusters Score -1052011 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1052068.875000 Penalty: 4560.983398
	Iteration 22Q: 3 clusters Score -1052069 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1052115.375000 Penalty: 4560.983398
	Iteration 23Q: 3 clusters Score -1052115 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1052159.875000 Penalty: 4560.983398
	Iteration 24Q: 3 clusters Score -1052160 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1052199.625000 Penalty: 4560.983398
	Iteration 25Q: 3 clusters Score -1052200 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1052232.250000 Penalty: 4560.983398
	Iteration 26Q: 3 clusters Score -1052232 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1052263.500000 Penalty: 4560.983398
	Iteration 27Q: 3 clusters Score -1052264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1052289.375000 Penalty: 4560.983398
	Iteration 28Q: 3 clusters Score -1052289 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1052310.625000 Penalty: 4560.983398
	Iteration 29Q: 3 clusters Score -1052311 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1052327.500000 Penalty: 4560.983398
	Iteration 30Q: 3 clusters Score -1052328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1052337.750000 Penalty: 4560.983398
	Iteration 31Q: 3 clusters Score -1052338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1052349.375000 Penalty: 4560.983398
	Iteration 32Q: 3 clusters Score -1052349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1052349.125000 Penalty: 4560.983398
	Iteration 33Q: 3 clusters Score -1052349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1052350.500000 Penalty: 4560.983398
	Iteration 34Q: 3 clusters Score -1052350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1052352.875000 Penalty: 4560.983398
	Iteration 35Q: 3 clusters Score -1052353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1052354.750000 Penalty: 4560.983398
	Iteration 36Q: 3 clusters Score -1052355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1052353.500000 Penalty: 4560.983398
	Iteration 37Q: 3 clusters Score -1052354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1052355.125000 Penalty: 4560.983398
	Iteration 38Q: 3 clusters Score -1052355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1052354.125000 Penalty: 4560.983398
	Iteration 39Q: 3 clusters Score -1052354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1052354.125000 Penalty: 4560.983398
	Iteration 40F: 3 clusters Score -1052354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Entering Unmasked Estep 
Score: -1946090.500000 Penalty: 2459.255859
	Iteration 0F: 2 clusters Score -1946090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1931897.500000 Penalty: 4918.511719
	Iteration 0F: 3 clusters Score -1931898 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1936925.500000 Penalty: 4918.511719
	Iteration 1F: 3 clusters Score -1936926 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1937669.875000 Penalty: 4918.511719
	Iteration 2F: 3 clusters Score -1937670 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1938551.500000 Penalty: 4918.511719
	Iteration 3F: 3 clusters Score -1938552 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1939554.125000 Penalty: 4918.511719
	Iteration 4F: 3 clusters Score -1939554 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1940580.625000 Penalty: 4918.511719
	Iteration 5F: 3 clusters Score -1940581 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1941634.500000 Penalty: 4918.511719
	Iteration 6F: 3 clusters Score -1941634 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -1942611.875000 Penalty: 4918.511719
	Iteration 7F: 3 clusters Score -1942612 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -1943371.125000 Penalty: 4918.511719
	Iteration 8Q: 3 clusters Score -1943371 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -1943862.875000 Penalty: 4918.511719
	Iteration 9Q: 3 clusters Score -1943863 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -1944171.375000 Penalty: 4918.511719
	Iteration 10Q: 3 clusters Score -1944171 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -1944374.500000 Penalty: 4918.511719
	Iteration 11Q: 3 clusters Score -1944374 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -1944486.375000 Penalty: 4918.511719
	Iteration 12Q: 3 clusters Score -1944486 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -1944558.250000 Penalty: 4918.511719
	Iteration 13Q: 3 clusters Score -1944558 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -1944601.500000 Penalty: 4918.511719
	Iteration 14Q: 3 clusters Score -1944602 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -1944637.750000 Penalty: 4918.511719
	Iteration 15Q: 3 clusters Score -1944638 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -1944671.500000 Penalty: 4918.511719
	Iteration 16Q: 3 clusters Score -1944672 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -1944686.250000 Penalty: 4918.511719
	Iteration 17Q: 3 clusters Score -1944686 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -1944703.375000 Penalty: 4918.511719
	Iteration 18Q: 3 clusters Score -1944703 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -1944716.250000 Penalty: 4918.511719
	Iteration 19Q: 3 clusters Score -1944716 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -1944716.750000 Penalty: 4918.511719
	Iteration 20F: 3 clusters Score -1944717 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -1944733.375000 Penalty: 4918.511719
	Iteration 21Q: 3 clusters Score -1944733 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -1944738.625000 Penalty: 4918.511719
	Iteration 22Q: 3 clusters Score -1944739 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -1944746.750000 Penalty: 4918.511719
	Iteration 23Q: 3 clusters Score -1944747 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -1944760.875000 Penalty: 4918.511719
	Iteration 24Q: 3 clusters Score -1944761 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -1944765.500000 Penalty: 4918.511719
	Iteration 25Q: 3 clusters Score -1944766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -1944770.625000 Penalty: 4918.511719
	Iteration 26Q: 3 clusters Score -1944771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -1944770.125000 Penalty: 4918.511719
	Iteration 27Q: 3 clusters Score -1944770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -1944769.875000 Penalty: 4918.511719
	Iteration 28Q: 3 clusters Score -1944770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -1944768.750000 Penalty: 4918.511719
	Iteration 29Q: 3 clusters Score -1944769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -1944774.750000 Penalty: 4918.511719
	Iteration 30Q: 3 clusters Score -1944775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -1944774.500000 Penalty: 4918.511719
	Iteration 31Q: 3 clusters Score -1944774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -1944776.500000 Penalty: 4918.511719
	Iteration 32Q: 3 clusters Score -1944776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -1944778.125000 Penalty: 4918.511719
	Iteration 33Q: 3 clusters Score -1944778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -1944779.625000 Penalty: 4918.511719
	Iteration 34Q: 3 clusters Score -1944780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -1944779.000000 Penalty: 4918.511719
	Iteration 35Q: 3 clusters Score -1944779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -1944781.500000 Penalty: 4918.511719
	Iteration 36Q: 3 clusters Score -1944782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -1944779.125000 Penalty: 4918.511719
	Iteration 37Q: 3 clusters Score -1944779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -1944778.250000 Penalty: 4918.511719
	Iteration 38Q: 3 clusters Score -1944778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -1944777.750000 Penalty: 4918.511719
	Iteration 39Q: 3 clusters Score -1944778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -1944781.375000 Penalty: 4918.511719
	Iteration 40F: 3 clusters Score -1944781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -1944783.000000 Penalty: 4918.511719
	Iteration 41Q: 3 clusters Score -1944783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -1944784.250000 Penalty: 4918.511719
	Iteration 42Q: 3 clusters Score -1944784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -1944786.125000 Penalty: 4918.511719
	Iteration 43Q: 3 clusters Score -1944786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -1944790.125000 Penalty: 4918.511719
	Iteration 44Q: 3 clusters Score -1944790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -1944790.375000 Penalty: 4918.511719
	Iteration 45Q: 3 clusters Score -1944790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -1944790.875000 Penalty: 4918.511719
	Iteration 46Q: 3 clusters Score -1944791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -1944792.500000 Penalty: 4918.511719
	Iteration 47Q: 3 clusters Score -1944792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -1944798.875000 Penalty: 4918.511719
	Iteration 48Q: 3 clusters Score -1944799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -1944800.250000 Penalty: 4918.511719
	Iteration 49Q: 3 clusters Score -1944800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -1944805.125000 Penalty: 4918.511719
	Iteration 50Q: 3 clusters Score -1944805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -1944805.375000 Penalty: 4918.511719
	Iteration 51Q: 3 clusters Score -1944805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -1944803.750000 Penalty: 4918.511719
	Iteration 52Q: 3 clusters Score -1944804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -1944806.625000 Penalty: 4918.511719
	Iteration 53Q: 3 clusters Score -1944807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -1944808.125000 Penalty: 4918.511719
	Iteration 54Q: 3 clusters Score -1944808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -1944809.375000 Penalty: 4918.511719
	Iteration 55Q: 3 clusters Score -1944809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -1944811.750000 Penalty: 4918.511719
	Iteration 56Q: 3 clusters Score -1944812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -1944814.625000 Penalty: 4918.511719
	Iteration 57Q: 3 clusters Score -1944815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -1944812.375000 Penalty: 4918.511719
	Iteration 58Q: 3 clusters Score -1944812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -1944813.625000 Penalty: 4918.511719
	Iteration 59Q: 3 clusters Score -1944814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -1944816.125000 Penalty: 4918.511719
	Iteration 60F: 3 clusters Score -1944816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -1944815.500000 Penalty: 4918.511719
	Iteration 61Q: 3 clusters Score -1944816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -1944817.500000 Penalty: 4918.511719
	Iteration 62Q: 3 clusters Score -1944818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -1944822.125000 Penalty: 4918.511719
	Iteration 63Q: 3 clusters Score -1944822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -1944818.750000 Penalty: 4918.511719
	Iteration 64Q: 3 clusters Score -1944819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -1944821.375000 Penalty: 4918.511719
	Iteration 65Q: 3 clusters Score -1944821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -1944820.375000 Penalty: 4918.511719
	Iteration 66Q: 3 clusters Score -1944820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -1944822.500000 Penalty: 4918.511719
	Iteration 67Q: 3 clusters Score -1944822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -1944822.500000 Penalty: 4918.511719
	Iteration 68F: 3 clusters Score -1944822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Entering Unmasked Estep 
Score: -326036.781250 Penalty: 2008.312622
	Iteration 0F: 2 clusters Score -326036.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -322657.468750 Penalty: 4016.625244
	Iteration 0F: 3 clusters Score -322657.5 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -323422.125000 Penalty: 4016.625244
	Iteration 1F: 3 clusters Score -323422.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -323645.312500 Penalty: 4016.625244
	Iteration 2F: 3 clusters Score -323645.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -323774.281250 Penalty: 4016.625244
	Iteration 3F: 3 clusters Score -323774.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -323857.875000 Penalty: 4016.625244
	Iteration 4Q: 3 clusters Score -323857.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -323929.875000 Penalty: 4016.625244
	Iteration 5Q: 3 clusters Score -323929.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -323992.781250 Penalty: 4016.625244
	Iteration 6Q: 3 clusters Score -323992.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -324042.656250 Penalty: 4016.625244
	Iteration 7Q: 3 clusters Score -324042.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -324101.375000 Penalty: 4016.625244
	Iteration 8Q: 3 clusters Score -324101.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -324160.656250 Penalty: 4016.625244
	Iteration 9Q: 3 clusters Score -324160.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -324205.187500 Penalty: 4016.625244
	Iteration 10Q: 3 clusters Score -324205.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -324245.375000 Penalty: 4016.625244
	Iteration 11Q: 3 clusters Score -324245.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -324287.906250 Penalty: 4016.625244
	Iteration 12Q: 3 clusters Score -324287.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -324329.593750 Penalty: 4016.625244
	Iteration 13Q: 3 clusters Score -324329.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -324363.843750 Penalty: 4016.625244
	Iteration 14Q: 3 clusters Score -324363.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -324394.187500 Penalty: 4016.625244
	Iteration 15Q: 3 clusters Score -324394.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -324414.312500 Penalty: 4016.625244
	Iteration 16Q: 3 clusters Score -324414.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -324435.843750 Penalty: 4016.625244
	Iteration 17Q: 3 clusters Score -324435.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -324452.906250 Penalty: 4016.625244
	Iteration 18Q: 3 clusters Score -324452.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -324467.125000 Penalty: 4016.625244
	Iteration 19Q: 3 clusters Score -324467.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -324478.625000 Penalty: 4016.625244
	Iteration 20F: 3 clusters Score -324478.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -324488.625000 Penalty: 4016.625244
	Iteration 21Q: 3 clusters Score -324488.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -324496.875000 Penalty: 4016.625244
	Iteration 22Q: 3 clusters Score -324496.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -324501.750000 Penalty: 4016.625244
	Iteration 23Q: 3 clusters Score -324501.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -324509.312500 Penalty: 4016.625244
	Iteration 24Q: 3 clusters Score -324509.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -324515.312500 Penalty: 4016.625244
	Iteration 25Q: 3 clusters Score -324515.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -324519.687500 Penalty: 4016.625244
	Iteration 26Q: 3 clusters Score -324519.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -324523.468750 Penalty: 4016.625244
	Iteration 27Q: 3 clusters Score -324523.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -324523.406250 Penalty: 4016.625244
	Iteration 28Q: 3 clusters Score -324523.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -324523.718750 Penalty: 4016.625244
	Iteration 29Q: 3 clusters Score -324523.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -324524.031250 Penalty: 4016.625244
	Iteration 30Q: 3 clusters Score -324524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -324524.031250 Penalty: 4016.625244
	Iteration 31F: 3 clusters Score -324524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Entering Unmasked Estep 
Score: -166407.984375 Penalty: 1856.680054
	Iteration 0F: 2 clusters Score -166408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -163931.312500 Penalty: 3713.360107
	Iteration 0F: 3 clusters Score -163931.3 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -164420.156250 Penalty: 3713.360107
	Iteration 1F: 3 clusters Score -164420.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -164578.421875 Penalty: 3713.360107
	Iteration 2F: 3 clusters Score -164578.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -164706.390625 Penalty: 3713.360107
	Iteration 3F: 3 clusters Score -164706.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -164811.109375 Penalty: 3713.360107
	Iteration 4Q: 3 clusters Score -164811.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -164898.109375 Penalty: 3713.360107
	Iteration 5Q: 3 clusters Score -164898.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -164995.468750 Penalty: 3713.360107
	Iteration 6Q: 3 clusters Score -164995.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -165067.375000 Penalty: 3713.360107
	Iteration 7Q: 3 clusters Score -165067.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -165128.609375 Penalty: 3713.360107
	Iteration 8Q: 3 clusters Score -165128.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -165179.312500 Penalty: 3713.360107
	Iteration 9Q: 3 clusters Score -165179.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -165222.359375 Penalty: 3713.360107
	Iteration 10Q: 3 clusters Score -165222.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -165257.718750 Penalty: 3713.360107
	Iteration 11Q: 3 clusters Score -165257.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -165279.921875 Penalty: 3713.360107
	Iteration 12Q: 3 clusters Score -165279.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -165302.843750 Penalty: 3713.360107
	Iteration 13Q: 3 clusters Score -165302.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -165321.437500 Penalty: 3713.360107
	Iteration 14Q: 3 clusters Score -165321.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -165329.359375 Penalty: 3713.360107
	Iteration 15Q: 3 clusters Score -165329.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -165337.203125 Penalty: 3713.360107
	Iteration 16Q: 3 clusters Score -165337.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -165344.390625 Penalty: 3713.360107
	Iteration 17Q: 3 clusters Score -165344.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -165355.843750 Penalty: 3713.360107
	Iteration 18Q: 3 clusters Score -165355.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -165360.375000 Penalty: 3713.360107
	Iteration 19Q: 3 clusters Score -165360.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -165366.953125 Penalty: 3713.360107
	Iteration 20F: 3 clusters Score -165367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -165372.578125 Penalty: 3713.360107
	Iteration 21Q: 3 clusters Score -165372.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -165375.343750 Penalty: 3713.360107
	Iteration 22Q: 3 clusters Score -165375.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -165375.421875 Penalty: 3713.360107
	Iteration 23Q: 3 clusters Score -165375.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -165375.421875 Penalty: 3713.360107
	Iteration 24F: 3 clusters Score -165375.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Entering Unmasked Estep 
Score: -2088905.625000 Penalty: 2450.585938
	Iteration 0F: 2 clusters Score -2088906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2075035.625000 Penalty: 4901.171875
	Iteration 0F: 3 clusters Score -2075036 nChanged 8547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2079798.875000 Penalty: 4901.171875
	Iteration 1F: 3 clusters Score -2079799 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2080432.375000 Penalty: 4901.171875
	Iteration 2F: 3 clusters Score -2080432 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2081213.125000 Penalty: 4901.171875
	Iteration 3F: 3 clusters Score -2081213 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2082312.750000 Penalty: 4901.171875
	Iteration 4F: 3 clusters Score -2082313 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2083678.000000 Penalty: 4901.171875
	Iteration 5F: 3 clusters Score -2083678 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -2085069.250000 Penalty: 4901.171875
	Iteration 6F: 3 clusters Score -2085069 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -2086053.000000 Penalty: 4901.171875
	Iteration 7F: 3 clusters Score -2086053 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2086746.625000 Penalty: 4901.171875
	Iteration 8F: 3 clusters Score -2086747 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2087283.625000 Penalty: 4901.171875
	Iteration 9Q: 3 clusters Score -2087284 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2087748.250000 Penalty: 4901.171875
	Iteration 10Q: 3 clusters Score -2087748 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2088133.125000 Penalty: 4901.171875
	Iteration 11Q: 3 clusters Score -2088133 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2088377.750000 Penalty: 4901.171875
	Iteration 12Q: 3 clusters Score -2088378 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2088532.750000 Penalty: 4901.171875
	Iteration 13Q: 3 clusters Score -2088533 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2088619.250000 Penalty: 4901.171875
	Iteration 14Q: 3 clusters Score -2088619 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2088654.250000 Penalty: 4901.171875
	Iteration 15Q: 3 clusters Score -2088654 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2088676.000000 Penalty: 4901.171875
	Iteration 16Q: 3 clusters Score -2088676 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2088688.250000 Penalty: 4901.171875
	Iteration 17Q: 3 clusters Score -2088688 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2088699.125000 Penalty: 4901.171875
	Iteration 18Q: 3 clusters Score -2088699 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2088705.500000 Penalty: 4901.171875
	Iteration 19Q: 3 clusters Score -2088706 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2088711.875000 Penalty: 4901.171875
	Iteration 20F: 3 clusters Score -2088712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2088709.000000 Penalty: 4901.171875
	Iteration 21Q: 3 clusters Score -2088709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2088709.250000 Penalty: 4901.171875
	Iteration 22Q: 3 clusters Score -2088709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2088716.000000 Penalty: 4901.171875
	Iteration 23Q: 3 clusters Score -2088716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2088716.000000 Penalty: 4901.171875
	Iteration 24Q: 3 clusters Score -2088716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2088716.625000 Penalty: 4901.171875
	Iteration 25Q: 3 clusters Score -2088717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2088720.125000 Penalty: 4901.171875
	Iteration 26Q: 3 clusters Score -2088720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2088722.625000 Penalty: 4901.171875
	Iteration 27Q: 3 clusters Score -2088723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2088720.125000 Penalty: 4901.171875
	Iteration 28Q: 3 clusters Score -2088720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2088719.000000 Penalty: 4901.171875
	Iteration 29Q: 3 clusters Score -2088719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2088720.875000 Penalty: 4901.171875
	Iteration 30Q: 3 clusters Score -2088721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2088720.875000 Penalty: 4901.171875
	Iteration 31F: 3 clusters Score -2088721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Entering Unmasked Estep 
Score: -953226.187500 Penalty: 2255.542480
	Iteration 0F: 2 clusters Score -953226.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -946194.625000 Penalty: 4511.084961
	Iteration 0F: 3 clusters Score -946194.6 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -948191.375000 Penalty: 4511.084961
	Iteration 1F: 3 clusters Score -948191.4 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -948722.625000 Penalty: 4511.084961
	Iteration 2F: 3 clusters Score -948722.6 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -949395.812500 Penalty: 4511.084961
	Iteration 3F: 3 clusters Score -949395.8 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -950250.437500 Penalty: 4511.084961
	Iteration 4F: 3 clusters Score -950250.4 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -951310.750000 Penalty: 4511.084961
	Iteration 5F: 3 clusters Score -951310.8 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -952473.125000 Penalty: 4511.084961
	Iteration 6F: 3 clusters Score -952473.1 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -953289.812500 Penalty: 4511.084961
	Iteration 7F: 3 clusters Score -953289.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -953858.125000 Penalty: 4511.084961
	Iteration 8Q: 3 clusters Score -953858.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -954251.750000 Penalty: 4511.084961
	Iteration 9Q: 3 clusters Score -954251.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -954661.375000 Penalty: 4511.084961
	Iteration 10Q: 3 clusters Score -954661.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -955210.937500 Penalty: 4511.084961
	Iteration 11Q: 3 clusters Score -955210.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -955593.125000 Penalty: 4511.084961
	Iteration 12Q: 3 clusters Score -955593.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -955755.312500 Penalty: 4511.084961
	Iteration 13Q: 3 clusters Score -955755.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -955818.687500 Penalty: 4511.084961
	Iteration 14Q: 3 clusters Score -955818.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -955836.812500 Penalty: 4511.084961
	Iteration 15Q: 3 clusters Score -955836.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -955854.812500 Penalty: 4511.084961
	Iteration 16Q: 3 clusters Score -955854.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -955860.187500 Penalty: 4511.084961
	Iteration 17Q: 3 clusters Score -955860.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -955862.687500 Penalty: 4511.084961
	Iteration 18Q: 3 clusters Score -955862.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -955866.437500 Penalty: 4511.084961
	Iteration 19Q: 3 clusters Score -955866.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -955867.875000 Penalty: 4511.084961
	Iteration 20F: 3 clusters Score -955867.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -955868.187500 Penalty: 4511.084961
	Iteration 21Q: 3 clusters Score -955868.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -955869.312500 Penalty: 4511.084961
	Iteration 22Q: 3 clusters Score -955869.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -955869.500000 Penalty: 4511.084961
	Iteration 23Q: 3 clusters Score -955869.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -955868.750000 Penalty: 4511.084961
	Iteration 24Q: 3 clusters Score -955868.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -955870.312500 Penalty: 4511.084961
	Iteration 25Q: 3 clusters Score -955870.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -955870.250000 Penalty: 4511.084961
	Iteration 26Q: 3 clusters Score -955870.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -955870.250000 Penalty: 4511.084961
	Iteration 27F: 3 clusters Score -955870.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 24035 members 
Mstep: Class 3 contains 8601 members 
Mstep: Class 4 contains 12010 members 
Mstep: Class 5 contains 8115 members 
Mstep: Class 6 contains 16438 members 
Mstep: Class 7 contains 8564 members 
Mstep: Class 8 contains 3631 members 
Mstep: Class 9 contains 18946 members 
Mstep: Class 10 contains 14584 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 23813 members 
Mstep: Class 14 contains 3089 members 
Mstep: Class 15 contains 89335 members 
Mstep: Class 16 contains 14435 members 
Mstep: Class 17 contains 1483 members 
Mstep: Class 18 contains 35336 members 
Mstep: Class 19 contains 40910 members 
Mstep: Class 20 contains 9853 members 
Mstep: Class 21 contains 20259 members 
Mstep: Class 22 contains 3288 members 
Mstep: Class 23 contains 1784 members 
Mstep: Class 24 contains 19563 members 
Mstep: Class 25 contains 4676 members 
Mstep: Class 26 contains 4548 members 
Mstep: Class 27 contains 13934 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13147 members 
Mstep: Class 31 contains 43306 members 
Mstep: Class 32 contains 7971 members 
Mstep: Class 33 contains 17887 members 
Mstep: Class 34 contains 30473 members 
Mstep: Class 35 contains 18199 members 
Mstep: Class 36 contains 18490 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9217 members 
Mstep: Class 40 contains 18391 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3793 members 
Mstep: Class 43 contains 29137 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4234 members 
Entering Unmasked Estep 
Score: -64752240.000000 Penalty: 149342.796875
Splitting cluster 25 changes total score from -64750748.000000 to -64752240.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 26 (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: -502220.718750 Penalty: 2088.765625
	Iteration 0F: 2 clusters Score -502220.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -498005.125000 Penalty: 4177.531250
	Iteration 0F: 3 clusters Score -498005.1 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -498935.031250 Penalty: 4177.531250
	Iteration 1F: 3 clusters Score -498935 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -499128.812500 Penalty: 4177.531250
	Iteration 2F: 3 clusters Score -499128.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -499249.406250 Penalty: 4177.531250
	Iteration 3Q: 3 clusters Score -499249.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -499333.968750 Penalty: 4177.531250
	Iteration 4Q: 3 clusters Score -499334 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -499401.468750 Penalty: 4177.531250
	Iteration 5Q: 3 clusters Score -499401.5 nChanged 102
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: -499446.625000 Penalty: 4177.531250
	Iteration 6Q: 3 clusters Score -499446.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -499485.500000 Penalty: 4177.531250
	Iteration 7Q: 3 clusters Score -499485.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -499516.281250 Penalty: 4177.531250
	Iteration 8Q: 3 clusters Score -499516.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -499537.781250 Penalty: 4177.531250
	Iteration 9Q: 3 clusters Score -499537.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -499556.687500 Penalty: 4177.531250
	Iteration 10Q: 3 clusters Score -499556.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -499567.375000 Penalty: 4177.531250
	Iteration 11Q: 3 clusters Score -499567.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -499573.843750 Penalty: 4177.531250
	Iteration 12Q: 3 clusters Score -499573.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -499580.750000 Penalty: 4177.531250
	Iteration 13Q: 3 clusters Score -499580.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -499588.375000 Penalty: 4177.531250
	Iteration 14Q: 3 clusters Score -499588.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -499595.625000 Penalty: 4177.531250
	Iteration 15Q: 3 clusters Score -499595.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -499602.406250 Penalty: 4177.531250
	Iteration 16Q: 3 clusters Score -499602.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -499609.937500 Penalty: 4177.531250
	Iteration 17Q: 3 clusters Score -499609.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -499616.156250 Penalty: 4177.531250
	Iteration 18Q: 3 clusters Score -499616.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -499623.812500 Penalty: 4177.531250
	Iteration 19Q: 3 clusters Score -499623.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -499628.125000 Penalty: 4177.531250
	Iteration 20F: 3 clusters Score -499628.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -499630.343750 Penalty: 4177.531250
	Iteration 21Q: 3 clusters Score -499630.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -499632.500000 Penalty: 4177.531250
	Iteration 22Q: 3 clusters Score -499632.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -499634.187500 Penalty: 4177.531250
	Iteration 23Q: 3 clusters Score -499634.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -499635.437500 Penalty: 4177.531250
	Iteration 24Q: 3 clusters Score -499635.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -499637.437500 Penalty: 4177.531250
	Iteration 25Q: 3 clusters Score -499637.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -499639.468750 Penalty: 4177.531250
	Iteration 26Q: 3 clusters Score -499639.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -499642.906250 Penalty: 4177.531250
	Iteration 27Q: 3 clusters Score -499642.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -499645.250000 Penalty: 4177.531250
	Iteration 28Q: 3 clusters Score -499645.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -499644.968750 Penalty: 4177.531250
	Iteration 29Q: 3 clusters Score -499645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -499646.312500 Penalty: 4177.531250
	Iteration 30Q: 3 clusters Score -499646.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -499647.812500 Penalty: 4177.531250
	Iteration 31Q: 3 clusters Score -499647.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -499649.031250 Penalty: 4177.531250
	Iteration 32Q: 3 clusters Score -499649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -499654.468750 Penalty: 4177.531250
	Iteration 33Q: 3 clusters Score -499654.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -499657.062500 Penalty: 4177.531250
	Iteration 34Q: 3 clusters Score -499657.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -499660.375000 Penalty: 4177.531250
	Iteration 35Q: 3 clusters Score -499660.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -499662.781250 Penalty: 4177.531250
	Iteration 36Q: 3 clusters Score -499662.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -499664.687500 Penalty: 4177.531250
	Iteration 37Q: 3 clusters Score -499664.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -499666.062500 Penalty: 4177.531250
	Iteration 38Q: 3 clusters Score -499666.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -499668.468750 Penalty: 4177.531250
	Iteration 39Q: 3 clusters Score -499668.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -499669.250000 Penalty: 4177.531250
	Iteration 40F: 3 clusters Score -499669.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -499669.375000 Penalty: 4177.531250
	Iteration 41Q: 3 clusters Score -499669.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -499672.500000 Penalty: 4177.531250
	Iteration 42Q: 3 clusters Score -499672.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -499674.906250 Penalty: 4177.531250
	Iteration 43Q: 3 clusters Score -499674.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -499680.125000 Penalty: 4177.531250
	Iteration 44Q: 3 clusters Score -499680.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -499680.968750 Penalty: 4177.531250
	Iteration 45Q: 3 clusters Score -499681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -499682.718750 Penalty: 4177.531250
	Iteration 46Q: 3 clusters Score -499682.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -499683.531250 Penalty: 4177.531250
	Iteration 47Q: 3 clusters Score -499683.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -499683.531250 Penalty: 4177.531250
	Iteration 48Q: 3 clusters Score -499683.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -499684.625000 Penalty: 4177.531250
	Iteration 49Q: 3 clusters Score -499684.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -499684.656250 Penalty: 4177.531250
	Iteration 50Q: 3 clusters Score -499684.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -499686.937500 Penalty: 4177.531250
	Iteration 51Q: 3 clusters Score -499686.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -499689.250000 Penalty: 4177.531250
	Iteration 52Q: 3 clusters Score -499689.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -499691.406250 Penalty: 4177.531250
	Iteration 53Q: 3 clusters Score -499691.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -499694.125000 Penalty: 4177.531250
	Iteration 54Q: 3 clusters Score -499694.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -499701.531250 Penalty: 4177.531250
	Iteration 55Q: 3 clusters Score -499701.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -499709.125000 Penalty: 4177.531250
	Iteration 56Q: 3 clusters Score -499709.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -499718.593750 Penalty: 4177.531250
	Iteration 57Q: 3 clusters Score -499718.6 nChanged 24
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: -499726.281250 Penalty: 4177.531250
	Iteration 58Q: 3 clusters Score -499726.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -499731.437500 Penalty: 4177.531250
	Iteration 59Q: 3 clusters Score -499731.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -499738.031250 Penalty: 4177.531250
	Iteration 60F: 3 clusters Score -499738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -499743.093750 Penalty: 4177.531250
	Iteration 61Q: 3 clusters Score -499743.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -499747.906250 Penalty: 4177.531250
	Iteration 62Q: 3 clusters Score -499747.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -499755.218750 Penalty: 4177.531250
	Iteration 63Q: 3 clusters Score -499755.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -499761.437500 Penalty: 4177.531250
	Iteration 64Q: 3 clusters Score -499761.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -499770.312500 Penalty: 4177.531250
	Iteration 65Q: 3 clusters Score -499770.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -499774.156250 Penalty: 4177.531250
	Iteration 66Q: 3 clusters Score -499774.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -499779.156250 Penalty: 4177.531250
	Iteration 67Q: 3 clusters Score -499779.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -499784.406250 Penalty: 4177.531250
	Iteration 68Q: 3 clusters Score -499784.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -499794.406250 Penalty: 4177.531250
	Iteration 69Q: 3 clusters Score -499794.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -499800.906250 Penalty: 4177.531250
	Iteration 70Q: 3 clusters Score -499800.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -499808.687500 Penalty: 4177.531250
	Iteration 71Q: 3 clusters Score -499808.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -499814.781250 Penalty: 4177.531250
	Iteration 72Q: 3 clusters Score -499814.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -499820.843750 Penalty: 4177.531250
	Iteration 73Q: 3 clusters Score -499820.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -499829.281250 Penalty: 4177.531250
	Iteration 74Q: 3 clusters Score -499829.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -499835.093750 Penalty: 4177.531250
	Iteration 75Q: 3 clusters Score -499835.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -499838.687500 Penalty: 4177.531250
	Iteration 76Q: 3 clusters Score -499838.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -499841.625000 Penalty: 4177.531250
	Iteration 77Q: 3 clusters Score -499841.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -499844.843750 Penalty: 4177.531250
	Iteration 78Q: 3 clusters Score -499844.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -499848.031250 Penalty: 4177.531250
	Iteration 79Q: 3 clusters Score -499848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -499851.343750 Penalty: 4177.531250
	Iteration 80F: 3 clusters Score -499851.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -499855.781250 Penalty: 4177.531250
	Iteration 81Q: 3 clusters Score -499855.8 nChanged 15
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: -499861.718750 Penalty: 4177.531250
	Iteration 82Q: 3 clusters Score -499861.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -499867.531250 Penalty: 4177.531250
	Iteration 83Q: 3 clusters Score -499867.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -499876.218750 Penalty: 4177.531250
	Iteration 84Q: 3 clusters Score -499876.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -499884.125000 Penalty: 4177.531250
	Iteration 85Q: 3 clusters Score -499884.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -499888.093750 Penalty: 4177.531250
	Iteration 86Q: 3 clusters Score -499888.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -499898.468750 Penalty: 4177.531250
	Iteration 87Q: 3 clusters Score -499898.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -499906.281250 Penalty: 4177.531250
	Iteration 88Q: 3 clusters Score -499906.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -499916.000000 Penalty: 4177.531250
	Iteration 89Q: 3 clusters Score -499916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -499925.937500 Penalty: 4177.531250
	Iteration 90Q: 3 clusters Score -499925.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -499932.187500 Penalty: 4177.531250
	Iteration 91Q: 3 clusters Score -499932.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -499939.875000 Penalty: 4177.531250
	Iteration 92Q: 3 clusters Score -499939.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -499948.875000 Penalty: 4177.531250
	Iteration 93Q: 3 clusters Score -499948.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -499955.937500 Penalty: 4177.531250
	Iteration 94Q: 3 clusters Score -499955.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -499966.500000 Penalty: 4177.531250
	Iteration 95Q: 3 clusters Score -499966.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -499979.250000 Penalty: 4177.531250
	Iteration 96Q: 3 clusters Score -499979.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -499998.093750 Penalty: 4177.531250
	Iteration 97Q: 3 clusters Score -499998.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -500013.718750 Penalty: 4177.531250
	Iteration 98Q: 3 clusters Score -500013.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -500025.937500 Penalty: 4177.531250
	Iteration 99Q: 3 clusters Score -500025.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -500032.593750 Penalty: 4177.531250
	Iteration 100F: 3 clusters Score -500032.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -500040.375000 Penalty: 4177.531250
	Iteration 101Q: 3 clusters Score -500040.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -500054.656250 Penalty: 4177.531250
	Iteration 102Q: 3 clusters Score -500054.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -500071.937500 Penalty: 4177.531250
	Iteration 103Q: 3 clusters Score -500071.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -500085.281250 Penalty: 4177.531250
	Iteration 104Q: 3 clusters Score -500085.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -500097.812500 Penalty: 4177.531250
	Iteration 105Q: 3 clusters Score -500097.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -500112.875000 Penalty: 4177.531250
	Iteration 106Q: 3 clusters Score -500112.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -500127.906250 Penalty: 4177.531250
	Iteration 107Q: 3 clusters Score -500127.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -500144.218750 Penalty: 4177.531250
	Iteration 108Q: 3 clusters Score -500144.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -500162.593750 Penalty: 4177.531250
	Iteration 109Q: 3 clusters Score -500162.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -500176.312500 Penalty: 4177.531250
	Iteration 110Q: 3 clusters Score -500176.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -500184.781250 Penalty: 4177.531250
	Iteration 111Q: 3 clusters Score -500184.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -500194.687500 Penalty: 4177.531250
	Iteration 112Q: 3 clusters Score -500194.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -500204.843750 Penalty: 4177.531250
	Iteration 113Q: 3 clusters Score -500204.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -500218.812500 Penalty: 4177.531250
	Iteration 114Q: 3 clusters Score -500218.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -500227.718750 Penalty: 4177.531250
	Iteration 115Q: 3 clusters Score -500227.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -500232.750000 Penalty: 4177.531250
	Iteration 116Q: 3 clusters Score -500232.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -500236.968750 Penalty: 4177.531250
	Iteration 117Q: 3 clusters Score -500237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -500239.093750 Penalty: 4177.531250
	Iteration 118Q: 3 clusters Score -500239.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -500243.812500 Penalty: 4177.531250
	Iteration 119Q: 3 clusters Score -500243.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -500249.093750 Penalty: 4177.531250
	Iteration 120F: 3 clusters Score -500249.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -500251.906250 Penalty: 4177.531250
	Iteration 121Q: 3 clusters Score -500251.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -500253.812500 Penalty: 4177.531250
	Iteration 122Q: 3 clusters Score -500253.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -500258.593750 Penalty: 4177.531250
	Iteration 123Q: 3 clusters Score -500258.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -500261.656250 Penalty: 4177.531250
	Iteration 124Q: 3 clusters Score -500261.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -500266.468750 Penalty: 4177.531250
	Iteration 125Q: 3 clusters Score -500266.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -500271.343750 Penalty: 4177.531250
	Iteration 126Q: 3 clusters Score -500271.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -500278.687500 Penalty: 4177.531250
	Iteration 127Q: 3 clusters Score -500278.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -500285.187500 Penalty: 4177.531250
	Iteration 128Q: 3 clusters Score -500285.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -500288.968750 Penalty: 4177.531250
	Iteration 129Q: 3 clusters Score -500289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -500291.343750 Penalty: 4177.531250
	Iteration 130Q: 3 clusters Score -500291.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -500291.875000 Penalty: 4177.531250
	Iteration 131Q: 3 clusters Score -500291.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -500292.406250 Penalty: 4177.531250
	Iteration 132Q: 3 clusters Score -500292.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -500294.156250 Penalty: 4177.531250
	Iteration 133Q: 3 clusters Score -500294.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -500295.531250 Penalty: 4177.531250
	Iteration 134Q: 3 clusters Score -500295.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -500298.375000 Penalty: 4177.531250
	Iteration 135Q: 3 clusters Score -500298.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -500298.375000 Penalty: 4177.531250
	Iteration 136F: 3 clusters Score -500298.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Entering Unmasked Estep 
Score: -1484566.625000 Penalty: 2366.437744
	Iteration 0F: 2 clusters Score -1484567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1474344.875000 Penalty: 4732.875488
	Iteration 0F: 3 clusters Score -1474345 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1477884.625000 Penalty: 4732.875488
	Iteration 1F: 3 clusters Score -1477885 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1478590.500000 Penalty: 4732.875488
	Iteration 2F: 3 clusters Score -1478590 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1479359.000000 Penalty: 4732.875488
	Iteration 3F: 3 clusters Score -1479359 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1480159.750000 Penalty: 4732.875488
	Iteration 4F: 3 clusters Score -1480160 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1481014.750000 Penalty: 4732.875488
	Iteration 5F: 3 clusters Score -1481015 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1481827.875000 Penalty: 4732.875488
	Iteration 6F: 3 clusters Score -1481828 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1482472.500000 Penalty: 4732.875488
	Iteration 7F: 3 clusters Score -1482472 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1482997.625000 Penalty: 4732.875488
	Iteration 8Q: 3 clusters Score -1482998 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1483383.875000 Penalty: 4732.875488
	Iteration 9Q: 3 clusters Score -1483384 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1483648.625000 Penalty: 4732.875488
	Iteration 10Q: 3 clusters Score -1483649 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1483806.875000 Penalty: 4732.875488
	Iteration 11Q: 3 clusters Score -1483807 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1483905.125000 Penalty: 4732.875488
	Iteration 12Q: 3 clusters Score -1483905 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1483981.625000 Penalty: 4732.875488
	Iteration 13Q: 3 clusters Score -1483982 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1484033.875000 Penalty: 4732.875488
	Iteration 14Q: 3 clusters Score -1484034 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1484079.875000 Penalty: 4732.875488
	Iteration 15Q: 3 clusters Score -1484080 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1484124.375000 Penalty: 4732.875488
	Iteration 16Q: 3 clusters Score -1484124 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1484176.500000 Penalty: 4732.875488
	Iteration 17Q: 3 clusters Score -1484176 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1484230.250000 Penalty: 4732.875488
	Iteration 18Q: 3 clusters Score -1484230 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1484279.375000 Penalty: 4732.875488
	Iteration 19Q: 3 clusters Score -1484279 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1484316.375000 Penalty: 4732.875488
	Iteration 20F: 3 clusters Score -1484316 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1484341.500000 Penalty: 4732.875488
	Iteration 21Q: 3 clusters Score -1484342 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1484363.000000 Penalty: 4732.875488
	Iteration 22Q: 3 clusters Score -1484363 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1484381.500000 Penalty: 4732.875488
	Iteration 23Q: 3 clusters Score -1484382 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1484391.625000 Penalty: 4732.875488
	Iteration 24Q: 3 clusters Score -1484392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1484402.500000 Penalty: 4732.875488
	Iteration 25Q: 3 clusters Score -1484402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1484403.875000 Penalty: 4732.875488
	Iteration 26Q: 3 clusters Score -1484404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1484410.625000 Penalty: 4732.875488
	Iteration 27Q: 3 clusters Score -1484411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1484415.750000 Penalty: 4732.875488
	Iteration 28Q: 3 clusters Score -1484416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1484415.750000 Penalty: 4732.875488
	Iteration 29Q: 3 clusters Score -1484416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1484423.500000 Penalty: 4732.875488
	Iteration 30Q: 3 clusters Score -1484424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1484424.000000 Penalty: 4732.875488
	Iteration 31Q: 3 clusters Score -1484424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1484431.500000 Penalty: 4732.875488
	Iteration 32Q: 3 clusters Score -1484432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1484432.625000 Penalty: 4732.875488
	Iteration 33Q: 3 clusters Score -1484433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1484428.875000 Penalty: 4732.875488
	Iteration 34Q: 3 clusters Score -1484429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1484434.250000 Penalty: 4732.875488
	Iteration 35Q: 3 clusters Score -1484434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1484435.875000 Penalty: 4732.875488
	Iteration 36Q: 3 clusters Score -1484436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1484438.000000 Penalty: 4732.875488
	Iteration 37Q: 3 clusters Score -1484438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1484440.625000 Penalty: 4732.875488
	Iteration 38Q: 3 clusters Score -1484441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1484440.500000 Penalty: 4732.875488
	Iteration 39Q: 3 clusters Score -1484440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1484442.375000 Penalty: 4732.875488
	Iteration 40F: 3 clusters Score -1484442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1484440.125000 Penalty: 4732.875488
	Iteration 41Q: 3 clusters Score -1484440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1484440.125000 Penalty: 4732.875488
	Iteration 42F: 3 clusters Score -1484440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Entering Unmasked Estep 
Score: -114399.140625 Penalty: 1766.070679
	Iteration 0F: 2 clusters Score -114399.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -112373.625000 Penalty: 3532.141357
	Iteration 0F: 3 clusters Score -112373.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -113114.210938 Penalty: 3532.141357
	Iteration 1F: 3 clusters Score -113114.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -113492.218750 Penalty: 3532.141357
	Iteration 2F: 3 clusters Score -113492.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -113745.531250 Penalty: 3532.141357
	Iteration 3F: 3 clusters Score -113745.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -113930.796875 Penalty: 3532.141357
	Iteration 4F: 3 clusters Score -113930.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -114128.140625 Penalty: 3532.141357
	Iteration 5F: 3 clusters Score -114128.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -114273.164062 Penalty: 3532.141357
	Iteration 6F: 3 clusters Score -114273.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -114473.109375 Penalty: 3532.141357
	Iteration 7F: 3 clusters Score -114473.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -114614.226562 Penalty: 3532.141357
	Iteration 8Q: 3 clusters Score -114614.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -114729.710938 Penalty: 3532.141357
	Iteration 9Q: 3 clusters Score -114729.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -114806.117188 Penalty: 3532.141357
	Iteration 10Q: 3 clusters Score -114806.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -114934.359375 Penalty: 3532.141357
	Iteration 11Q: 3 clusters Score -114934.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -115457.320312 Penalty: 3532.141357
	Iteration 12Q: 3 clusters Score -115457.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -116489.695312 Penalty: 3532.141357
	Iteration 13Q: 3 clusters Score -116489.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -116551.789062 Penalty: 3532.141357
	Iteration 14Q: 3 clusters Score -116551.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -116622.429688 Penalty: 3532.141357
	Iteration 15Q: 3 clusters Score -116622.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -116660.890625 Penalty: 3532.141357
	Iteration 16Q: 3 clusters Score -116660.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -116695.890625 Penalty: 3532.141357
	Iteration 17Q: 3 clusters Score -116695.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -116752.726562 Penalty: 3532.141357
	Iteration 18Q: 3 clusters Score -116752.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -116798.921875 Penalty: 3532.141357
	Iteration 19Q: 3 clusters Score -116798.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -116828.109375 Penalty: 3532.141357
	Iteration 20F: 3 clusters Score -116828.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -116843.609375 Penalty: 3532.141357
	Iteration 21Q: 3 clusters Score -116843.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -116843.609375 Penalty: 3532.141357
	Iteration 22F: 3 clusters Score -116843.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 24035 members 
Mstep: Class 3 contains 8601 members 
Mstep: Class 4 contains 12010 members 
Mstep: Class 5 contains 8115 members 
Mstep: Class 6 contains 16438 members 
Mstep: Class 7 contains 8564 members 
Mstep: Class 8 contains 3631 members 
Mstep: Class 9 contains 18946 members 
Mstep: Class 10 contains 14584 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 23813 members 
Mstep: Class 14 contains 3089 members 
Mstep: Class 15 contains 89335 members 
Mstep: Class 16 contains 14435 members 
Mstep: Class 17 contains 1483 members 
Mstep: Class 18 contains 35336 members 
Mstep: Class 19 contains 40910 members 
Mstep: Class 20 contains 9853 members 
Mstep: Class 21 contains 20259 members 
Mstep: Class 22 contains 3288 members 
Mstep: Class 23 contains 1784 members 
Mstep: Class 24 contains 19563 members 
Mstep: Class 25 contains 4676 members 
Mstep: Class 26 contains 4548 members 
Mstep: Class 27 contains 13934 members 
Mstep: Class 28 contains 803 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13147 members 
Mstep: Class 31 contains 43306 members 
Mstep: Class 32 contains 7971 members 
Mstep: Class 33 contains 17887 members 
Mstep: Class 34 contains 30473 members 
Mstep: Class 35 contains 18199 members 
Mstep: Class 36 contains 18490 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9217 members 
Mstep: Class 40 contains 18391 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3793 members 
Mstep: Class 43 contains 29137 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4234 members 
Mstep: Class 46 contains 435 members 
Entering Unmasked Estep 
Score: -64753136.000000 Penalty: 152661.515625
Splitting cluster 28 changes total score from -64750748.000000 to -64753136.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 29 (1000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Entering Unmasked Estep 
Score: -100621.546875 Penalty: 1713.123291
	Iteration 0F: 2 clusters Score -100621.5 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 510 members 
Entering Unmasked Estep 
Score: -98721.195312 Penalty: 3426.246582
	Iteration 0F: 3 clusters Score -98721.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -99015.359375 Penalty: 3426.246582
	Iteration 1F: 3 clusters Score -99015.36 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -99089.984375 Penalty: 3426.246582
	Iteration 2F: 3 clusters Score -99089.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -99127.453125 Penalty: 3426.246582
	Iteration 3Q: 3 clusters Score -99127.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -99153.093750 Penalty: 3426.246582
	Iteration 4Q: 3 clusters Score -99153.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -99170.140625 Penalty: 3426.246582
	Iteration 5Q: 3 clusters Score -99170.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -99178.367188 Penalty: 3426.246582
	Iteration 6Q: 3 clusters Score -99178.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -99182.648438 Penalty: 3426.246582
	Iteration 7Q: 3 clusters Score -99182.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -99188.000000 Penalty: 3426.246582
	Iteration 8Q: 3 clusters Score -99188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -99190.187500 Penalty: 3426.246582
	Iteration 9Q: 3 clusters Score -99190.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -99196.054688 Penalty: 3426.246582
	Iteration 10Q: 3 clusters Score -99196.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -99205.984375 Penalty: 3426.246582
	Iteration 11Q: 3 clusters Score -99205.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -99206.882812 Penalty: 3426.246582
	Iteration 12Q: 3 clusters Score -99206.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -99206.882812 Penalty: 3426.246582
	Iteration 13F: 3 clusters Score -99206.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Entering Unmasked Estep 
Score: -941268.062500 Penalty: 2352.019287
	Iteration 0F: 2 clusters Score -941268.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -931600.312500 Penalty: 4704.038574
	Iteration 0F: 3 clusters Score -931600.3 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -934665.500000 Penalty: 4704.038574
	Iteration 1F: 3 clusters Score -934665.5 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -935134.875000 Penalty: 4704.038574
	Iteration 2F: 3 clusters Score -935134.9 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -935489.875000 Penalty: 4704.038574
	Iteration 3F: 3 clusters Score -935489.9 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -935823.437500 Penalty: 4704.038574
	Iteration 4Q: 3 clusters Score -935823.4 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -936176.125000 Penalty: 4704.038574
	Iteration 5Q: 3 clusters Score -936176.1 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -936518.062500 Penalty: 4704.038574
	Iteration 6Q: 3 clusters Score -936518.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -936857.187500 Penalty: 4704.038574
	Iteration 7Q: 3 clusters Score -936857.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -937205.000000 Penalty: 4704.038574
	Iteration 8Q: 3 clusters Score -937205 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -937550.187500 Penalty: 4704.038574
	Iteration 9Q: 3 clusters Score -937550.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -937867.125000 Penalty: 4704.038574
	Iteration 10Q: 3 clusters Score -937867.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -938162.375000 Penalty: 4704.038574
	Iteration 11Q: 3 clusters Score -938162.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -938444.125000 Penalty: 4704.038574
	Iteration 12Q: 3 clusters Score -938444.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -938657.250000 Penalty: 4704.038574
	Iteration 13Q: 3 clusters Score -938657.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -938816.437500 Penalty: 4704.038574
	Iteration 14Q: 3 clusters Score -938816.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -938950.750000 Penalty: 4704.038574
	Iteration 15Q: 3 clusters Score -938950.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -939070.000000 Penalty: 4704.038574
	Iteration 16Q: 3 clusters Score -939070 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -939168.562500 Penalty: 4704.038574
	Iteration 17Q: 3 clusters Score -939168.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -939243.875000 Penalty: 4704.038574
	Iteration 18Q: 3 clusters Score -939243.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -939306.750000 Penalty: 4704.038574
	Iteration 19Q: 3 clusters Score -939306.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -939354.562500 Penalty: 4704.038574
	Iteration 20F: 3 clusters Score -939354.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -939391.687500 Penalty: 4704.038574
	Iteration 21Q: 3 clusters Score -939391.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -939418.250000 Penalty: 4704.038574
	Iteration 22Q: 3 clusters Score -939418.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -939439.937500 Penalty: 4704.038574
	Iteration 23Q: 3 clusters Score -939439.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -939454.562500 Penalty: 4704.038574
	Iteration 24Q: 3 clusters Score -939454.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -939473.812500 Penalty: 4704.038574
	Iteration 25Q: 3 clusters Score -939473.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -939487.750000 Penalty: 4704.038574
	Iteration 26Q: 3 clusters Score -939487.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -939503.187500 Penalty: 4704.038574
	Iteration 27Q: 3 clusters Score -939503.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -939515.937500 Penalty: 4704.038574
	Iteration 28Q: 3 clusters Score -939515.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -939525.187500 Penalty: 4704.038574
	Iteration 29Q: 3 clusters Score -939525.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -939535.000000 Penalty: 4704.038574
	Iteration 30Q: 3 clusters Score -939535 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -939546.312500 Penalty: 4704.038574
	Iteration 31Q: 3 clusters Score -939546.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -939558.750000 Penalty: 4704.038574
	Iteration 32Q: 3 clusters Score -939558.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -939568.437500 Penalty: 4704.038574
	Iteration 33Q: 3 clusters Score -939568.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -939578.312500 Penalty: 4704.038574
	Iteration 34Q: 3 clusters Score -939578.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -939595.062500 Penalty: 4704.038574
	Iteration 35Q: 3 clusters Score -939595.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -939604.875000 Penalty: 4704.038574
	Iteration 36Q: 3 clusters Score -939604.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -939630.500000 Penalty: 4704.038574
	Iteration 37Q: 3 clusters Score -939630.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -939668.375000 Penalty: 4704.038574
	Iteration 38Q: 3 clusters Score -939668.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -939723.312500 Penalty: 4704.038574
	Iteration 39Q: 3 clusters Score -939723.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -939773.562500 Penalty: 4704.038574
	Iteration 40F: 3 clusters Score -939773.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -939806.437500 Penalty: 4704.038574
	Iteration 41Q: 3 clusters Score -939806.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -939820.812500 Penalty: 4704.038574
	Iteration 42Q: 3 clusters Score -939820.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -939827.687500 Penalty: 4704.038574
	Iteration 43Q: 3 clusters Score -939827.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -939834.625000 Penalty: 4704.038574
	Iteration 44Q: 3 clusters Score -939834.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -939841.875000 Penalty: 4704.038574
	Iteration 45Q: 3 clusters Score -939841.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -939843.687500 Penalty: 4704.038574
	Iteration 46Q: 3 clusters Score -939843.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -939845.937500 Penalty: 4704.038574
	Iteration 47Q: 3 clusters Score -939845.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -939847.187500 Penalty: 4704.038574
	Iteration 48Q: 3 clusters Score -939847.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -939846.750000 Penalty: 4704.038574
	Iteration 49Q: 3 clusters Score -939846.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -939847.625000 Penalty: 4704.038574
	Iteration 50Q: 3 clusters Score -939847.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -939849.750000 Penalty: 4704.038574
	Iteration 51Q: 3 clusters Score -939849.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -939851.125000 Penalty: 4704.038574
	Iteration 52Q: 3 clusters Score -939851.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -939849.250000 Penalty: 4704.038574
	Iteration 53Q: 3 clusters Score -939849.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -939851.937500 Penalty: 4704.038574
	Iteration 54Q: 3 clusters Score -939851.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -939853.000000 Penalty: 4704.038574
	Iteration 55Q: 3 clusters Score -939853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -939855.125000 Penalty: 4704.038574
	Iteration 56Q: 3 clusters Score -939855.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -939857.062500 Penalty: 4704.038574
	Iteration 57Q: 3 clusters Score -939857.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -939858.562500 Penalty: 4704.038574
	Iteration 58Q: 3 clusters Score -939858.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -939858.687500 Penalty: 4704.038574
	Iteration 59Q: 3 clusters Score -939858.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -939859.687500 Penalty: 4704.038574
	Iteration 60F: 3 clusters Score -939859.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -939858.687500 Penalty: 4704.038574
	Iteration 61Q: 3 clusters Score -939858.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -939858.000000 Penalty: 4704.038574
	Iteration 62Q: 3 clusters Score -939858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -939857.625000 Penalty: 4704.038574
	Iteration 63Q: 3 clusters Score -939857.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -939859.875000 Penalty: 4704.038574
	Iteration 64Q: 3 clusters Score -939859.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -939858.375000 Penalty: 4704.038574
	Iteration 65Q: 3 clusters Score -939858.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -939859.562500 Penalty: 4704.038574
	Iteration 66Q: 3 clusters Score -939859.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -939862.000000 Penalty: 4704.038574
	Iteration 67Q: 3 clusters Score -939862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -939862.625000 Penalty: 4704.038574
	Iteration 68Q: 3 clusters Score -939862.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -939862.500000 Penalty: 4704.038574
	Iteration 69Q: 3 clusters Score -939862.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -939862.500000 Penalty: 4704.038574
	Iteration 70F: 3 clusters Score -939862.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (43306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Entering Unmasked Estep 
Score: -4714357.000000 Penalty: 2647.659424
	Iteration 0F: 2 clusters Score -4714357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -4684946.000000 Penalty: 5295.318848
	Iteration 0F: 3 clusters Score -4684946 nChanged 20007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -4696226.500000 Penalty: 5295.318848
	Iteration 1F: 3 clusters Score -4696226 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -4698091.000000 Penalty: 5295.318848
	Iteration 2F: 3 clusters Score -4698091 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -4700553.500000 Penalty: 5295.318848
	Iteration 3F: 3 clusters Score -4700554 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -4703694.000000 Penalty: 5295.318848
	Iteration 4F: 3 clusters Score -4703694 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -4707437.500000 Penalty: 5295.318848
	Iteration 5F: 3 clusters Score -4707438 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -4710669.000000 Penalty: 5295.318848
	Iteration 6F: 3 clusters Score -4710669 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -4712799.000000 Penalty: 5295.318848
	Iteration 7F: 3 clusters Score -4712799 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -4714272.500000 Penalty: 5295.318848
	Iteration 8Q: 3 clusters Score -4714272 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -4715449.500000 Penalty: 5295.318848
	Iteration 9Q: 3 clusters Score -4715450 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -4716244.000000 Penalty: 5295.318848
	Iteration 10Q: 3 clusters Score -4716244 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -4716593.000000 Penalty: 5295.318848
	Iteration 11Q: 3 clusters Score -4716593 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -4716785.500000 Penalty: 5295.318848
	Iteration 12Q: 3 clusters Score -4716786 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -4716944.000000 Penalty: 5295.318848
	Iteration 13Q: 3 clusters Score -4716944 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -4717070.500000 Penalty: 5295.318848
	Iteration 14Q: 3 clusters Score -4717070 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -4717137.500000 Penalty: 5295.318848
	Iteration 15Q: 3 clusters Score -4717138 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -4717190.500000 Penalty: 5295.318848
	Iteration 16Q: 3 clusters Score -4717190 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -4717229.500000 Penalty: 5295.318848
	Iteration 17Q: 3 clusters Score -4717230 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -4717249.000000 Penalty: 5295.318848
	Iteration 18Q: 3 clusters Score -4717249 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -4717268.500000 Penalty: 5295.318848
	Iteration 19Q: 3 clusters Score -4717268 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -4717289.500000 Penalty: 5295.318848
	Iteration 20F: 3 clusters Score -4717290 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -4717295.500000 Penalty: 5295.318848
	Iteration 21Q: 3 clusters Score -4717296 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -4717298.000000 Penalty: 5295.318848
	Iteration 22Q: 3 clusters Score -4717298 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -4717311.500000 Penalty: 5295.318848
	Iteration 23Q: 3 clusters Score -4717312 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -4717321.000000 Penalty: 5295.318848
	Iteration 24Q: 3 clusters Score -4717321 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -4717340.000000 Penalty: 5295.318848
	Iteration 25Q: 3 clusters Score -4717340 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -4717332.000000 Penalty: 5295.318848
	Iteration 26Q: 3 clusters Score -4717332 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -4717329.000000 Penalty: 5295.318848
	Iteration 27Q: 3 clusters Score -4717329 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -4717343.000000 Penalty: 5295.318848
	Iteration 28Q: 3 clusters Score -4717343 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -4717350.000000 Penalty: 5295.318848
	Iteration 29Q: 3 clusters Score -4717350 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -4717375.500000 Penalty: 5295.318848
	Iteration 30Q: 3 clusters Score -4717376 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -4717391.500000 Penalty: 5295.318848
	Iteration 31Q: 3 clusters Score -4717392 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -4717402.500000 Penalty: 5295.318848
	Iteration 32Q: 3 clusters Score -4717402 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -4717424.000000 Penalty: 5295.318848
	Iteration 33Q: 3 clusters Score -4717424 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -4717431.000000 Penalty: 5295.318848
	Iteration 34Q: 3 clusters Score -4717431 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -4717442.000000 Penalty: 5295.318848
	Iteration 35Q: 3 clusters Score -4717442 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -4717440.500000 Penalty: 5295.318848
	Iteration 36Q: 3 clusters Score -4717440 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -4717460.000000 Penalty: 5295.318848
	Iteration 37Q: 3 clusters Score -4717460 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -4717462.000000 Penalty: 5295.318848
	Iteration 38Q: 3 clusters Score -4717462 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -4717473.500000 Penalty: 5295.318848
	Iteration 39Q: 3 clusters Score -4717474 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -4717487.500000 Penalty: 5295.318848
	Iteration 40F: 3 clusters Score -4717488 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -4717499.000000 Penalty: 5295.318848
	Iteration 41Q: 3 clusters Score -4717499 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -4717503.000000 Penalty: 5295.318848
	Iteration 42Q: 3 clusters Score -4717503 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -4717494.000000 Penalty: 5295.318848
	Iteration 43Q: 3 clusters Score -4717494 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -4717491.000000 Penalty: 5295.318848
	Iteration 44Q: 3 clusters Score -4717491 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -4717495.500000 Penalty: 5295.318848
	Iteration 45Q: 3 clusters Score -4717496 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -4717496.000000 Penalty: 5295.318848
	Iteration 46Q: 3 clusters Score -4717496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -4717495.500000 Penalty: 5295.318848
	Iteration 47Q: 3 clusters Score -4717496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -4717491.000000 Penalty: 5295.318848
	Iteration 48Q: 3 clusters Score -4717491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -4717494.500000 Penalty: 5295.318848
	Iteration 49Q: 3 clusters Score -4717494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -4717496.000000 Penalty: 5295.318848
	Iteration 50Q: 3 clusters Score -4717496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -4717491.000000 Penalty: 5295.318848
	Iteration 51Q: 3 clusters Score -4717491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -4717488.000000 Penalty: 5295.318848
	Iteration 52Q: 3 clusters Score -4717488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -4717498.000000 Penalty: 5295.318848
	Iteration 53Q: 3 clusters Score -4717498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -4717497.000000 Penalty: 5295.318848
	Iteration 54Q: 3 clusters Score -4717497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -4717496.500000 Penalty: 5295.318848
	Iteration 55Q: 3 clusters Score -4717496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -4717496.500000 Penalty: 5295.318848
	Iteration 56F: 3 clusters Score -4717496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 24035 members 
Mstep: Class 3 contains 8601 members 
Mstep: Class 4 contains 12010 members 
Mstep: Class 5 contains 8115 members 
Mstep: Class 6 contains 16438 members 
Mstep: Class 7 contains 8564 members 
Mstep: Class 8 contains 3631 members 
Mstep: Class 9 contains 18946 members 
Mstep: Class 10 contains 14584 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 23813 members 
Mstep: Class 14 contains 3089 members 
Mstep: Class 15 contains 89335 members 
Mstep: Class 16 contains 14435 members 
Mstep: Class 17 contains 1483 members 
Mstep: Class 18 contains 35336 members 
Mstep: Class 19 contains 40910 members 
Mstep: Class 20 contains 9853 members 
Mstep: Class 21 contains 20259 members 
Mstep: Class 22 contains 3288 members 
Mstep: Class 23 contains 1784 members 
Mstep: Class 24 contains 19563 members 
Mstep: Class 25 contains 4676 members 
Mstep: Class 26 contains 4548 members 
Mstep: Class 27 contains 13934 members 
Mstep: Class 28 contains 803 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13147 members 
Mstep: Class 31 contains 34224 members 
Mstep: Class 32 contains 7971 members 
Mstep: Class 33 contains 17887 members 
Mstep: Class 34 contains 30473 members 
Mstep: Class 35 contains 18199 members 
Mstep: Class 36 contains 18490 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9217 members 
Mstep: Class 40 contains 18391 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3793 members 
Mstep: Class 43 contains 29137 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4234 members 
Mstep: Class 46 contains 435 members 
Mstep: Class 47 contains 9082 members 
Entering Unmasked Estep 
Score: -64755224.000000 Penalty: 155980.250000
Splitting cluster 31 changes total score from -64750748.000000 to -64755224.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 32 (7971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Entering Unmasked Estep 
Score: -860499.500000 Penalty: 2227.924316
	Iteration 0F: 2 clusters Score -860499.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -854174.312500 Penalty: 4455.848633
	Iteration 0F: 3 clusters Score -854174.3 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -855960.062500 Penalty: 4455.848633
	Iteration 1F: 3 clusters Score -855960.1 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -856360.375000 Penalty: 4455.848633
	Iteration 2F: 3 clusters Score -856360.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -856695.187500 Penalty: 4455.848633
	Iteration 3F: 3 clusters Score -856695.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -856974.500000 Penalty: 4455.848633
	Iteration 4F: 3 clusters Score -856974.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -857243.625000 Penalty: 4455.848633
	Iteration 5F: 3 clusters Score -857243.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -857491.000000 Penalty: 4455.848633
	Iteration 6Q: 3 clusters Score -857491 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -857748.875000 Penalty: 4455.848633
	Iteration 7Q: 3 clusters Score -857748.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -858024.562500 Penalty: 4455.848633
	Iteration 8Q: 3 clusters Score -858024.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -858290.625000 Penalty: 4455.848633
	Iteration 9Q: 3 clusters Score -858290.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -858534.687500 Penalty: 4455.848633
	Iteration 10Q: 3 clusters Score -858534.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -858710.500000 Penalty: 4455.848633
	Iteration 11Q: 3 clusters Score -858710.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -858846.500000 Penalty: 4455.848633
	Iteration 12Q: 3 clusters Score -858846.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -858955.750000 Penalty: 4455.848633
	Iteration 13Q: 3 clusters Score -858955.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -859032.812500 Penalty: 4455.848633
	Iteration 14Q: 3 clusters Score -859032.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -859092.250000 Penalty: 4455.848633
	Iteration 15Q: 3 clusters Score -859092.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -859144.500000 Penalty: 4455.848633
	Iteration 16Q: 3 clusters Score -859144.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -859190.562500 Penalty: 4455.848633
	Iteration 17Q: 3 clusters Score -859190.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -859237.500000 Penalty: 4455.848633
	Iteration 18Q: 3 clusters Score -859237.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -859275.000000 Penalty: 4455.848633
	Iteration 19Q: 3 clusters Score -859275 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -859306.000000 Penalty: 4455.848633
	Iteration 20F: 3 clusters Score -859306 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -859328.875000 Penalty: 4455.848633
	Iteration 21Q: 3 clusters Score -859328.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -859344.812500 Penalty: 4455.848633
	Iteration 22Q: 3 clusters Score -859344.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -859360.875000 Penalty: 4455.848633
	Iteration 23Q: 3 clusters Score -859360.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -859371.187500 Penalty: 4455.848633
	Iteration 24Q: 3 clusters Score -859371.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -859379.187500 Penalty: 4455.848633
	Iteration 25Q: 3 clusters Score -859379.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -859388.250000 Penalty: 4455.848633
	Iteration 26Q: 3 clusters Score -859388.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -859393.187500 Penalty: 4455.848633
	Iteration 27Q: 3 clusters Score -859393.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -859401.500000 Penalty: 4455.848633
	Iteration 28Q: 3 clusters Score -859401.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -859406.250000 Penalty: 4455.848633
	Iteration 29Q: 3 clusters Score -859406.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -859411.125000 Penalty: 4455.848633
	Iteration 30Q: 3 clusters Score -859411.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -859414.687500 Penalty: 4455.848633
	Iteration 31Q: 3 clusters Score -859414.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -859418.125000 Penalty: 4455.848633
	Iteration 32Q: 3 clusters Score -859418.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -859421.812500 Penalty: 4455.848633
	Iteration 33Q: 3 clusters Score -859421.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -859423.812500 Penalty: 4455.848633
	Iteration 34Q: 3 clusters Score -859423.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -859425.312500 Penalty: 4455.848633
	Iteration 35Q: 3 clusters Score -859425.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -859430.937500 Penalty: 4455.848633
	Iteration 36Q: 3 clusters Score -859430.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -859434.437500 Penalty: 4455.848633
	Iteration 37Q: 3 clusters Score -859434.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -859435.187500 Penalty: 4455.848633
	Iteration 38Q: 3 clusters Score -859435.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -859436.875000 Penalty: 4455.848633
	Iteration 39Q: 3 clusters Score -859436.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -859437.812500 Penalty: 4455.848633
	Iteration 40F: 3 clusters Score -859437.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -859440.812500 Penalty: 4455.848633
	Iteration 41Q: 3 clusters Score -859440.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -859440.312500 Penalty: 4455.848633
	Iteration 42Q: 3 clusters Score -859440.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -859440.437500 Penalty: 4455.848633
	Iteration 43Q: 3 clusters Score -859440.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -859438.937500 Penalty: 4455.848633
	Iteration 44Q: 3 clusters Score -859438.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -859438.937500 Penalty: 4455.848633
	Iteration 45F: 3 clusters Score -859438.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (17887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Entering Unmasked Estep 
Score: -1748495.250000 Penalty: 2428.373535
	Iteration 0F: 2 clusters Score -1748495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1735783.125000 Penalty: 4856.747070
	Iteration 0F: 3 clusters Score -1735783 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1740258.750000 Penalty: 4856.747070
	Iteration 1F: 3 clusters Score -1740259 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1740921.125000 Penalty: 4856.747070
	Iteration 2F: 3 clusters Score -1740921 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1741526.125000 Penalty: 4856.747070
	Iteration 3F: 3 clusters Score -1741526 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1742147.875000 Penalty: 4856.747070
	Iteration 4F: 3 clusters Score -1742148 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1742800.125000 Penalty: 4856.747070
	Iteration 5F: 3 clusters Score -1742800 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1743456.750000 Penalty: 4856.747070
	Iteration 6F: 3 clusters Score -1743457 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1744063.500000 Penalty: 4856.747070
	Iteration 7F: 3 clusters Score -1744064 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1744554.875000 Penalty: 4856.747070
	Iteration 8Q: 3 clusters Score -1744555 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1744917.500000 Penalty: 4856.747070
	Iteration 9Q: 3 clusters Score -1744918 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1745182.250000 Penalty: 4856.747070
	Iteration 10Q: 3 clusters Score -1745182 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1745357.250000 Penalty: 4856.747070
	Iteration 11Q: 3 clusters Score -1745357 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1745505.750000 Penalty: 4856.747070
	Iteration 12Q: 3 clusters Score -1745506 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1745617.000000 Penalty: 4856.747070
	Iteration 13Q: 3 clusters Score -1745617 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1745707.375000 Penalty: 4856.747070
	Iteration 14Q: 3 clusters Score -1745707 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1745779.875000 Penalty: 4856.747070
	Iteration 15Q: 3 clusters Score -1745780 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1745849.500000 Penalty: 4856.747070
	Iteration 16Q: 3 clusters Score -1745850 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1745908.250000 Penalty: 4856.747070
	Iteration 17Q: 3 clusters Score -1745908 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1745968.750000 Penalty: 4856.747070
	Iteration 18Q: 3 clusters Score -1745969 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1746020.625000 Penalty: 4856.747070
	Iteration 19Q: 3 clusters Score -1746021 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1746075.375000 Penalty: 4856.747070
	Iteration 20F: 3 clusters Score -1746075 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1746124.750000 Penalty: 4856.747070
	Iteration 21Q: 3 clusters Score -1746125 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1746179.500000 Penalty: 4856.747070
	Iteration 22Q: 3 clusters Score -1746180 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1746222.625000 Penalty: 4856.747070
	Iteration 23Q: 3 clusters Score -1746223 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1746264.875000 Penalty: 4856.747070
	Iteration 24Q: 3 clusters Score -1746265 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1746296.750000 Penalty: 4856.747070
	Iteration 25Q: 3 clusters Score -1746297 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1746334.500000 Penalty: 4856.747070
	Iteration 26Q: 3 clusters Score -1746334 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1746368.500000 Penalty: 4856.747070
	Iteration 27Q: 3 clusters Score -1746368 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1746393.000000 Penalty: 4856.747070
	Iteration 28Q: 3 clusters Score -1746393 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1746415.250000 Penalty: 4856.747070
	Iteration 29Q: 3 clusters Score -1746415 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1746429.125000 Penalty: 4856.747070
	Iteration 30Q: 3 clusters Score -1746429 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1746438.875000 Penalty: 4856.747070
	Iteration 31Q: 3 clusters Score -1746439 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1746455.625000 Penalty: 4856.747070
	Iteration 32Q: 3 clusters Score -1746456 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1746470.250000 Penalty: 4856.747070
	Iteration 33Q: 3 clusters Score -1746470 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1746473.625000 Penalty: 4856.747070
	Iteration 34Q: 3 clusters Score -1746474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1746485.000000 Penalty: 4856.747070
	Iteration 35Q: 3 clusters Score -1746485 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1746492.750000 Penalty: 4856.747070
	Iteration 36Q: 3 clusters Score -1746493 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1746502.250000 Penalty: 4856.747070
	Iteration 37Q: 3 clusters Score -1746502 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1746509.125000 Penalty: 4856.747070
	Iteration 38Q: 3 clusters Score -1746509 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1746517.375000 Penalty: 4856.747070
	Iteration 39Q: 3 clusters Score -1746517 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1746524.000000 Penalty: 4856.747070
	Iteration 40F: 3 clusters Score -1746524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1746526.750000 Penalty: 4856.747070
	Iteration 41Q: 3 clusters Score -1746527 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1746532.500000 Penalty: 4856.747070
	Iteration 42Q: 3 clusters Score -1746532 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1746535.625000 Penalty: 4856.747070
	Iteration 43Q: 3 clusters Score -1746536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1746542.500000 Penalty: 4856.747070
	Iteration 44Q: 3 clusters Score -1746542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1746543.750000 Penalty: 4856.747070
	Iteration 45Q: 3 clusters Score -1746544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1746552.625000 Penalty: 4856.747070
	Iteration 46Q: 3 clusters Score -1746553 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1746560.875000 Penalty: 4856.747070
	Iteration 47Q: 3 clusters Score -1746561 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1746559.125000 Penalty: 4856.747070
	Iteration 48Q: 3 clusters Score -1746559 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1746569.500000 Penalty: 4856.747070
	Iteration 49Q: 3 clusters Score -1746570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1746573.625000 Penalty: 4856.747070
	Iteration 50Q: 3 clusters Score -1746574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1746582.625000 Penalty: 4856.747070
	Iteration 51Q: 3 clusters Score -1746583 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1746588.875000 Penalty: 4856.747070
	Iteration 52Q: 3 clusters Score -1746589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1746593.625000 Penalty: 4856.747070
	Iteration 53Q: 3 clusters Score -1746594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1746603.250000 Penalty: 4856.747070
	Iteration 54Q: 3 clusters Score -1746603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1746611.500000 Penalty: 4856.747070
	Iteration 55Q: 3 clusters Score -1746612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1746614.375000 Penalty: 4856.747070
	Iteration 56Q: 3 clusters Score -1746614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1746620.875000 Penalty: 4856.747070
	Iteration 57Q: 3 clusters Score -1746621 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1746628.750000 Penalty: 4856.747070
	Iteration 58Q: 3 clusters Score -1746629 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1746631.375000 Penalty: 4856.747070
	Iteration 59Q: 3 clusters Score -1746631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1746639.875000 Penalty: 4856.747070
	Iteration 60F: 3 clusters Score -1746640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1746644.375000 Penalty: 4856.747070
	Iteration 61Q: 3 clusters Score -1746644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1746648.000000 Penalty: 4856.747070
	Iteration 62Q: 3 clusters Score -1746648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1746649.125000 Penalty: 4856.747070
	Iteration 63Q: 3 clusters Score -1746649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1746654.500000 Penalty: 4856.747070
	Iteration 64Q: 3 clusters Score -1746654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1746655.250000 Penalty: 4856.747070
	Iteration 65Q: 3 clusters Score -1746655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1746655.875000 Penalty: 4856.747070
	Iteration 66Q: 3 clusters Score -1746656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1746658.000000 Penalty: 4856.747070
	Iteration 67Q: 3 clusters Score -1746658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1746657.875000 Penalty: 4856.747070
	Iteration 68Q: 3 clusters Score -1746658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1746659.000000 Penalty: 4856.747070
	Iteration 69Q: 3 clusters Score -1746659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1746667.750000 Penalty: 4856.747070
	Iteration 70Q: 3 clusters Score -1746668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1746665.625000 Penalty: 4856.747070
	Iteration 71Q: 3 clusters Score -1746666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1746668.000000 Penalty: 4856.747070
	Iteration 72Q: 3 clusters Score -1746668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1746672.500000 Penalty: 4856.747070
	Iteration 73Q: 3 clusters Score -1746672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1746675.750000 Penalty: 4856.747070
	Iteration 74Q: 3 clusters Score -1746676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1746679.125000 Penalty: 4856.747070
	Iteration 75Q: 3 clusters Score -1746679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1746678.250000 Penalty: 4856.747070
	Iteration 76Q: 3 clusters Score -1746678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1746676.750000 Penalty: 4856.747070
	Iteration 77Q: 3 clusters Score -1746677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1746677.875000 Penalty: 4856.747070
	Iteration 78Q: 3 clusters Score -1746678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1746678.500000 Penalty: 4856.747070
	Iteration 79Q: 3 clusters Score -1746678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1746678.625000 Penalty: 4856.747070
	Iteration 80F: 3 clusters Score -1746679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1746679.625000 Penalty: 4856.747070
	Iteration 81Q: 3 clusters Score -1746680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1746680.750000 Penalty: 4856.747070
	Iteration 82Q: 3 clusters Score -1746681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1746680.500000 Penalty: 4856.747070
	Iteration 83Q: 3 clusters Score -1746680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1746683.250000 Penalty: 4856.747070
	Iteration 84Q: 3 clusters Score -1746683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1746685.000000 Penalty: 4856.747070
	Iteration 85Q: 3 clusters Score -1746685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1746691.750000 Penalty: 4856.747070
	Iteration 86Q: 3 clusters Score -1746692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1746692.000000 Penalty: 4856.747070
	Iteration 87Q: 3 clusters Score -1746692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1746691.625000 Penalty: 4856.747070
	Iteration 88Q: 3 clusters Score -1746692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1746691.125000 Penalty: 4856.747070
	Iteration 89Q: 3 clusters Score -1746691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1746691.250000 Penalty: 4856.747070
	Iteration 90Q: 3 clusters Score -1746691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1746689.625000 Penalty: 4856.747070
	Iteration 91Q: 3 clusters Score -1746690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1746689.875000 Penalty: 4856.747070
	Iteration 92Q: 3 clusters Score -1746690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1746689.500000 Penalty: 4856.747070
	Iteration 93Q: 3 clusters Score -1746690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1746692.125000 Penalty: 4856.747070
	Iteration 94Q: 3 clusters Score -1746692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1746692.125000 Penalty: 4856.747070
	Iteration 95F: 3 clusters Score -1746692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (30473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Entering Unmasked Estep 
Score: -3308246.500000 Penalty: 2560.500000
	Iteration 0F: 2 clusters Score -3308246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -3287420.000000 Penalty: 5121.000000
	Iteration 0F: 3 clusters Score -3287420 nChanged 13747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -3294916.250000 Penalty: 5121.000000
	Iteration 1F: 3 clusters Score -3294916 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -3295425.750000 Penalty: 5121.000000
	Iteration 2F: 3 clusters Score -3295426 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -3295891.250000 Penalty: 5121.000000
	Iteration 3Q: 3 clusters Score -3295891 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -3296323.000000 Penalty: 5121.000000
	Iteration 4Q: 3 clusters Score -3296323 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -3296777.250000 Penalty: 5121.000000
	Iteration 5Q: 3 clusters Score -3296777 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -3297302.250000 Penalty: 5121.000000
	Iteration 6Q: 3 clusters Score -3297302 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -3297906.500000 Penalty: 5121.000000
	Iteration 7Q: 3 clusters Score -3297906 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -3298621.750000 Penalty: 5121.000000
	Iteration 8Q: 3 clusters Score -3298622 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -3299479.000000 Penalty: 5121.000000
	Iteration 9Q: 3 clusters Score -3299479 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -3300339.750000 Penalty: 5121.000000
	Iteration 10Q: 3 clusters Score -3300340 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -3301198.750000 Penalty: 5121.000000
	Iteration 11Q: 3 clusters Score -3301199 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -3302015.500000 Penalty: 5121.000000
	Iteration 12Q: 3 clusters Score -3302016 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -3302781.000000 Penalty: 5121.000000
	Iteration 13Q: 3 clusters Score -3302781 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -3303375.250000 Penalty: 5121.000000
	Iteration 14Q: 3 clusters Score -3303375 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -3303894.250000 Penalty: 5121.000000
	Iteration 15Q: 3 clusters Score -3303894 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -3304341.250000 Penalty: 5121.000000
	Iteration 16Q: 3 clusters Score -3304341 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -3304707.000000 Penalty: 5121.000000
	Iteration 17Q: 3 clusters Score -3304707 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3305015.750000 Penalty: 5121.000000
	Iteration 18Q: 3 clusters Score -3305016 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3305249.250000 Penalty: 5121.000000
	Iteration 19Q: 3 clusters Score -3305249 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3305453.750000 Penalty: 5121.000000
	Iteration 20F: 3 clusters Score -3305454 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3305600.000000 Penalty: 5121.000000
	Iteration 21Q: 3 clusters Score -3305600 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3305692.500000 Penalty: 5121.000000
	Iteration 22Q: 3 clusters Score -3305692 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3305776.250000 Penalty: 5121.000000
	Iteration 23Q: 3 clusters Score -3305776 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3305839.750000 Penalty: 5121.000000
	Iteration 24Q: 3 clusters Score -3305840 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3305880.250000 Penalty: 5121.000000
	Iteration 25Q: 3 clusters Score -3305880 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3305898.250000 Penalty: 5121.000000
	Iteration 26Q: 3 clusters Score -3305898 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3305931.000000 Penalty: 5121.000000
	Iteration 27Q: 3 clusters Score -3305931 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3305955.250000 Penalty: 5121.000000
	Iteration 28Q: 3 clusters Score -3305955 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3305993.500000 Penalty: 5121.000000
	Iteration 29Q: 3 clusters Score -3305994 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3306016.750000 Penalty: 5121.000000
	Iteration 30Q: 3 clusters Score -3306017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3306028.000000 Penalty: 5121.000000
	Iteration 31Q: 3 clusters Score -3306028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3306040.000000 Penalty: 5121.000000
	Iteration 32Q: 3 clusters Score -3306040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3306043.250000 Penalty: 5121.000000
	Iteration 33Q: 3 clusters Score -3306043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3306046.250000 Penalty: 5121.000000
	Iteration 34Q: 3 clusters Score -3306046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3306048.000000 Penalty: 5121.000000
	Iteration 35Q: 3 clusters Score -3306048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3306050.250000 Penalty: 5121.000000
	Iteration 36Q: 3 clusters Score -3306050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3306054.250000 Penalty: 5121.000000
	Iteration 37Q: 3 clusters Score -3306054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3306054.250000 Penalty: 5121.000000
	Iteration 38F: 3 clusters Score -3306054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (18199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Entering Unmasked Estep 
Score: -1974015.125000 Penalty: 2432.662354
	Iteration 0F: 2 clusters Score -1974015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1961074.125000 Penalty: 4865.324707
	Iteration 0F: 3 clusters Score -1961074 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1965285.875000 Penalty: 4865.324707
	Iteration 1F: 3 clusters Score -1965286 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1965715.875000 Penalty: 4865.324707
	Iteration 2F: 3 clusters Score -1965716 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1966149.250000 Penalty: 4865.324707
	Iteration 3F: 3 clusters Score -1966149 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1966640.625000 Penalty: 4865.324707
	Iteration 4Q: 3 clusters Score -1966641 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1967180.875000 Penalty: 4865.324707
	Iteration 5F: 3 clusters Score -1967181 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1967774.750000 Penalty: 4865.324707
	Iteration 6F: 3 clusters Score -1967775 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1968382.625000 Penalty: 4865.324707
	Iteration 7F: 3 clusters Score -1968383 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1969035.500000 Penalty: 4865.324707
	Iteration 8F: 3 clusters Score -1969036 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1969714.875000 Penalty: 4865.324707
	Iteration 9Q: 3 clusters Score -1969715 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1970303.500000 Penalty: 4865.324707
	Iteration 10Q: 3 clusters Score -1970304 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1970808.000000 Penalty: 4865.324707
	Iteration 11Q: 3 clusters Score -1970808 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1971180.375000 Penalty: 4865.324707
	Iteration 12Q: 3 clusters Score -1971180 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1971435.625000 Penalty: 4865.324707
	Iteration 13Q: 3 clusters Score -1971436 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1971647.875000 Penalty: 4865.324707
	Iteration 14Q: 3 clusters Score -1971648 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1971786.625000 Penalty: 4865.324707
	Iteration 15Q: 3 clusters Score -1971787 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1971926.000000 Penalty: 4865.324707
	Iteration 16Q: 3 clusters Score -1971926 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1972025.125000 Penalty: 4865.324707
	Iteration 17Q: 3 clusters Score -1972025 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1972122.500000 Penalty: 4865.324707
	Iteration 18Q: 3 clusters Score -1972122 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1972199.250000 Penalty: 4865.324707
	Iteration 19Q: 3 clusters Score -1972199 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1972260.000000 Penalty: 4865.324707
	Iteration 20F: 3 clusters Score -1972260 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1972318.625000 Penalty: 4865.324707
	Iteration 21Q: 3 clusters Score -1972319 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1972349.375000 Penalty: 4865.324707
	Iteration 22Q: 3 clusters Score -1972349 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1972378.500000 Penalty: 4865.324707
	Iteration 23Q: 3 clusters Score -1972378 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1972412.500000 Penalty: 4865.324707
	Iteration 24Q: 3 clusters Score -1972412 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1972440.000000 Penalty: 4865.324707
	Iteration 25Q: 3 clusters Score -1972440 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1972475.875000 Penalty: 4865.324707
	Iteration 26Q: 3 clusters Score -1972476 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1972503.875000 Penalty: 4865.324707
	Iteration 27Q: 3 clusters Score -1972504 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1972531.000000 Penalty: 4865.324707
	Iteration 28Q: 3 clusters Score -1972531 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1972568.125000 Penalty: 4865.324707
	Iteration 29Q: 3 clusters Score -1972568 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1972614.875000 Penalty: 4865.324707
	Iteration 30Q: 3 clusters Score -1972615 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1972658.000000 Penalty: 4865.324707
	Iteration 31Q: 3 clusters Score -1972658 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1972704.375000 Penalty: 4865.324707
	Iteration 32Q: 3 clusters Score -1972704 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1972746.750000 Penalty: 4865.324707
	Iteration 33Q: 3 clusters Score -1972747 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1972803.000000 Penalty: 4865.324707
	Iteration 34Q: 3 clusters Score -1972803 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1972863.250000 Penalty: 4865.324707
	Iteration 35Q: 3 clusters Score -1972863 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1972919.125000 Penalty: 4865.324707
	Iteration 36Q: 3 clusters Score -1972919 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1972989.000000 Penalty: 4865.324707
	Iteration 37Q: 3 clusters Score -1972989 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1973080.875000 Penalty: 4865.324707
	Iteration 38Q: 3 clusters Score -1973081 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1973179.000000 Penalty: 4865.324707
	Iteration 39Q: 3 clusters Score -1973179 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1973376.125000 Penalty: 4865.324707
	Iteration 40F: 3 clusters Score -1973376 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1973630.750000 Penalty: 4865.324707
	Iteration 41Q: 3 clusters Score -1973631 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1973929.750000 Penalty: 4865.324707
	Iteration 42Q: 3 clusters Score -1973930 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1974227.250000 Penalty: 4865.324707
	Iteration 43Q: 3 clusters Score -1974227 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1974493.000000 Penalty: 4865.324707
	Iteration 44Q: 3 clusters Score -1974493 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1974730.750000 Penalty: 4865.324707
	Iteration 45Q: 3 clusters Score -1974731 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1974911.500000 Penalty: 4865.324707
	Iteration 46Q: 3 clusters Score -1974912 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1975046.375000 Penalty: 4865.324707
	Iteration 47Q: 3 clusters Score -1975046 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1975120.750000 Penalty: 4865.324707
	Iteration 48Q: 3 clusters Score -1975121 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1975166.625000 Penalty: 4865.324707
	Iteration 49Q: 3 clusters Score -1975167 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1975197.125000 Penalty: 4865.324707
	Iteration 50Q: 3 clusters Score -1975197 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1975214.625000 Penalty: 4865.324707
	Iteration 51Q: 3 clusters Score -1975215 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1975226.750000 Penalty: 4865.324707
	Iteration 52Q: 3 clusters Score -1975227 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1975226.375000 Penalty: 4865.324707
	Iteration 53Q: 3 clusters Score -1975226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1975235.750000 Penalty: 4865.324707
	Iteration 54Q: 3 clusters Score -1975236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1975239.125000 Penalty: 4865.324707
	Iteration 55Q: 3 clusters Score -1975239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1975238.375000 Penalty: 4865.324707
	Iteration 56Q: 3 clusters Score -1975238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1975241.125000 Penalty: 4865.324707
	Iteration 57Q: 3 clusters Score -1975241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1975239.000000 Penalty: 4865.324707
	Iteration 58Q: 3 clusters Score -1975239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1975238.625000 Penalty: 4865.324707
	Iteration 59Q: 3 clusters Score -1975239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1975268.250000 Penalty: 4865.324707
	Iteration 60F: 3 clusters Score -1975268 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1975286.250000 Penalty: 4865.324707
	Iteration 61Q: 3 clusters Score -1975286 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1975299.125000 Penalty: 4865.324707
	Iteration 62Q: 3 clusters Score -1975299 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1975305.250000 Penalty: 4865.324707
	Iteration 63Q: 3 clusters Score -1975305 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1975314.750000 Penalty: 4865.324707
	Iteration 64Q: 3 clusters Score -1975315 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1975315.625000 Penalty: 4865.324707
	Iteration 65Q: 3 clusters Score -1975316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1975323.875000 Penalty: 4865.324707
	Iteration 66Q: 3 clusters Score -1975324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1975330.375000 Penalty: 4865.324707
	Iteration 67Q: 3 clusters Score -1975330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1975330.125000 Penalty: 4865.324707
	Iteration 68Q: 3 clusters Score -1975330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1975331.000000 Penalty: 4865.324707
	Iteration 69Q: 3 clusters Score -1975331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1975333.375000 Penalty: 4865.324707
	Iteration 70Q: 3 clusters Score -1975333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1975336.500000 Penalty: 4865.324707
	Iteration 71Q: 3 clusters Score -1975336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1975338.500000 Penalty: 4865.324707
	Iteration 72Q: 3 clusters Score -1975338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1975340.875000 Penalty: 4865.324707
	Iteration 73Q: 3 clusters Score -1975341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1975342.250000 Penalty: 4865.324707
	Iteration 74Q: 3 clusters Score -1975342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1975342.250000 Penalty: 4865.324707
	Iteration 75Q: 3 clusters Score -1975342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1975342.125000 Penalty: 4865.324707
	Iteration 76Q: 3 clusters Score -1975342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1975342.625000 Penalty: 4865.324707
	Iteration 77Q: 3 clusters Score -1975343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1975342.125000 Penalty: 4865.324707
	Iteration 78Q: 3 clusters Score -1975342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1975342.125000 Penalty: 4865.324707
	Iteration 79F: 3 clusters Score -1975342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 24035 members 
Mstep: Class 3 contains 8601 members 
Mstep: Class 4 contains 12010 members 
Mstep: Class 5 contains 8115 members 
Mstep: Class 6 contains 16438 members 
Mstep: Class 7 contains 8564 members 
Mstep: Class 8 contains 3631 members 
Mstep: Class 9 contains 18946 members 
Mstep: Class 10 contains 14584 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 23813 members 
Mstep: Class 14 contains 3089 members 
Mstep: Class 15 contains 89335 members 
Mstep: Class 16 contains 14435 members 
Mstep: Class 17 contains 1483 members 
Mstep: Class 18 contains 35336 members 
Mstep: Class 19 contains 40910 members 
Mstep: Class 20 contains 9853 members 
Mstep: Class 21 contains 20259 members 
Mstep: Class 22 contains 3288 members 
Mstep: Class 23 contains 1784 members 
Mstep: Class 24 contains 19563 members 
Mstep: Class 25 contains 4676 members 
Mstep: Class 26 contains 4548 members 
Mstep: Class 27 contains 13934 members 
Mstep: Class 28 contains 803 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13147 members 
Mstep: Class 31 contains 34224 members 
Mstep: Class 32 contains 7971 members 
Mstep: Class 33 contains 17887 members 
Mstep: Class 34 contains 30473 members 
Mstep: Class 35 contains 13408 members 
Mstep: Class 36 contains 18490 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9217 members 
Mstep: Class 40 contains 18391 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3793 members 
Mstep: Class 43 contains 29137 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4234 members 
Mstep: Class 46 contains 435 members 
Mstep: Class 47 contains 9082 members 
Mstep: Class 48 contains 4791 members 
Entering Unmasked Estep 
Score: -64755676.000000 Penalty: 159298.968750
Splitting cluster 35 changes total score from -64750748.000000 to -64755676.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 36 (18490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Entering Unmasked Estep 
Score: -1986112.250000 Penalty: 2436.596436
	Iteration 0F: 2 clusters Score -1986112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1973016.500000 Penalty: 4873.192871
	Iteration 0F: 3 clusters Score -1973016 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1977693.500000 Penalty: 4873.192871
	Iteration 1F: 3 clusters Score -1977694 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1978339.750000 Penalty: 4873.192871
	Iteration 2F: 3 clusters Score -1978340 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1978977.375000 Penalty: 4873.192871
	Iteration 3F: 3 clusters Score -1978977 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1979573.250000 Penalty: 4873.192871
	Iteration 4F: 3 clusters Score -1979573 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1980115.875000 Penalty: 4873.192871
	Iteration 5F: 3 clusters Score -1980116 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1980608.250000 Penalty: 4873.192871
	Iteration 6Q: 3 clusters Score -1980608 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1981125.875000 Penalty: 4873.192871
	Iteration 7Q: 3 clusters Score -1981126 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1981646.375000 Penalty: 4873.192871
	Iteration 8Q: 3 clusters Score -1981646 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1982123.625000 Penalty: 4873.192871
	Iteration 9Q: 3 clusters Score -1982124 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1982544.125000 Penalty: 4873.192871
	Iteration 10Q: 3 clusters Score -1982544 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1982862.125000 Penalty: 4873.192871
	Iteration 11Q: 3 clusters Score -1982862 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1983115.125000 Penalty: 4873.192871
	Iteration 12Q: 3 clusters Score -1983115 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1983302.625000 Penalty: 4873.192871
	Iteration 13Q: 3 clusters Score -1983303 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1983457.000000 Penalty: 4873.192871
	Iteration 14Q: 3 clusters Score -1983457 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1983600.875000 Penalty: 4873.192871
	Iteration 15Q: 3 clusters Score -1983601 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1983752.750000 Penalty: 4873.192871
	Iteration 16Q: 3 clusters Score -1983753 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1983887.750000 Penalty: 4873.192871
	Iteration 17Q: 3 clusters Score -1983888 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1983980.750000 Penalty: 4873.192871
	Iteration 18Q: 3 clusters Score -1983981 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1984043.125000 Penalty: 4873.192871
	Iteration 19Q: 3 clusters Score -1984043 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1984086.625000 Penalty: 4873.192871
	Iteration 20F: 3 clusters Score -1984087 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1984123.750000 Penalty: 4873.192871
	Iteration 21Q: 3 clusters Score -1984124 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1984165.000000 Penalty: 4873.192871
	Iteration 22Q: 3 clusters Score -1984165 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1984187.000000 Penalty: 4873.192871
	Iteration 23Q: 3 clusters Score -1984187 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1984215.375000 Penalty: 4873.192871
	Iteration 24Q: 3 clusters Score -1984215 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1984242.250000 Penalty: 4873.192871
	Iteration 25Q: 3 clusters Score -1984242 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1984256.875000 Penalty: 4873.192871
	Iteration 26Q: 3 clusters Score -1984257 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1984273.750000 Penalty: 4873.192871
	Iteration 27Q: 3 clusters Score -1984274 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1984296.625000 Penalty: 4873.192871
	Iteration 28Q: 3 clusters Score -1984297 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1984315.625000 Penalty: 4873.192871
	Iteration 29Q: 3 clusters Score -1984316 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1984344.125000 Penalty: 4873.192871
	Iteration 30Q: 3 clusters Score -1984344 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1984369.625000 Penalty: 4873.192871
	Iteration 31Q: 3 clusters Score -1984370 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1984390.750000 Penalty: 4873.192871
	Iteration 32Q: 3 clusters Score -1984391 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1984428.625000 Penalty: 4873.192871
	Iteration 33Q: 3 clusters Score -1984429 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1984456.000000 Penalty: 4873.192871
	Iteration 34Q: 3 clusters Score -1984456 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1984494.750000 Penalty: 4873.192871
	Iteration 35Q: 3 clusters Score -1984495 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1984547.125000 Penalty: 4873.192871
	Iteration 36Q: 3 clusters Score -1984547 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1984595.750000 Penalty: 4873.192871
	Iteration 37Q: 3 clusters Score -1984596 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1984645.125000 Penalty: 4873.192871
	Iteration 38Q: 3 clusters Score -1984645 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1984696.625000 Penalty: 4873.192871
	Iteration 39Q: 3 clusters Score -1984697 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1984735.250000 Penalty: 4873.192871
	Iteration 40F: 3 clusters Score -1984735 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1984784.625000 Penalty: 4873.192871
	Iteration 41Q: 3 clusters Score -1984785 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1984830.000000 Penalty: 4873.192871
	Iteration 42Q: 3 clusters Score -1984830 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1984904.500000 Penalty: 4873.192871
	Iteration 43Q: 3 clusters Score -1984904 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1984962.625000 Penalty: 4873.192871
	Iteration 44Q: 3 clusters Score -1984963 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1984994.250000 Penalty: 4873.192871
	Iteration 45Q: 3 clusters Score -1984994 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1985021.000000 Penalty: 4873.192871
	Iteration 46Q: 3 clusters Score -1985021 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1985051.500000 Penalty: 4873.192871
	Iteration 47Q: 3 clusters Score -1985052 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1985071.500000 Penalty: 4873.192871
	Iteration 48Q: 3 clusters Score -1985072 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1985089.500000 Penalty: 4873.192871
	Iteration 49Q: 3 clusters Score -1985090 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1985105.375000 Penalty: 4873.192871
	Iteration 50Q: 3 clusters Score -1985105 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1985114.875000 Penalty: 4873.192871
	Iteration 51Q: 3 clusters Score -1985115 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1985129.875000 Penalty: 4873.192871
	Iteration 52Q: 3 clusters Score -1985130 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1985145.750000 Penalty: 4873.192871
	Iteration 53Q: 3 clusters Score -1985146 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1985151.500000 Penalty: 4873.192871
	Iteration 54Q: 3 clusters Score -1985152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1985154.375000 Penalty: 4873.192871
	Iteration 55Q: 3 clusters Score -1985154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1985162.000000 Penalty: 4873.192871
	Iteration 56Q: 3 clusters Score -1985162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1985164.250000 Penalty: 4873.192871
	Iteration 57Q: 3 clusters Score -1985164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1985171.375000 Penalty: 4873.192871
	Iteration 58Q: 3 clusters Score -1985171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1985175.250000 Penalty: 4873.192871
	Iteration 59Q: 3 clusters Score -1985175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1985178.000000 Penalty: 4873.192871
	Iteration 60F: 3 clusters Score -1985178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1985179.375000 Penalty: 4873.192871
	Iteration 61Q: 3 clusters Score -1985179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1985184.625000 Penalty: 4873.192871
	Iteration 62Q: 3 clusters Score -1985185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1985190.250000 Penalty: 4873.192871
	Iteration 63Q: 3 clusters Score -1985190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1985196.250000 Penalty: 4873.192871
	Iteration 64Q: 3 clusters Score -1985196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1985203.375000 Penalty: 4873.192871
	Iteration 65Q: 3 clusters Score -1985203 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1985208.000000 Penalty: 4873.192871
	Iteration 66Q: 3 clusters Score -1985208 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1985216.375000 Penalty: 4873.192871
	Iteration 67Q: 3 clusters Score -1985216 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1985226.000000 Penalty: 4873.192871
	Iteration 68Q: 3 clusters Score -1985226 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1985237.500000 Penalty: 4873.192871
	Iteration 69Q: 3 clusters Score -1985238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1985245.750000 Penalty: 4873.192871
	Iteration 70Q: 3 clusters Score -1985246 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1985256.125000 Penalty: 4873.192871
	Iteration 71Q: 3 clusters Score -1985256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1985264.625000 Penalty: 4873.192871
	Iteration 72Q: 3 clusters Score -1985265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1985269.125000 Penalty: 4873.192871
	Iteration 73Q: 3 clusters Score -1985269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1985274.875000 Penalty: 4873.192871
	Iteration 74Q: 3 clusters Score -1985275 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1985273.375000 Penalty: 4873.192871
	Iteration 75Q: 3 clusters Score -1985273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1985276.375000 Penalty: 4873.192871
	Iteration 76Q: 3 clusters Score -1985276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1985277.875000 Penalty: 4873.192871
	Iteration 77Q: 3 clusters Score -1985278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1985283.750000 Penalty: 4873.192871
	Iteration 78Q: 3 clusters Score -1985284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1985283.875000 Penalty: 4873.192871
	Iteration 79Q: 3 clusters Score -1985284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1985283.125000 Penalty: 4873.192871
	Iteration 80F: 3 clusters Score -1985283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -53408.882812 Penalty: 1626.433105
	Iteration 0F: 2 clusters Score -53408.88 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 350 members 
Entering Unmasked Estep 
Score: -51907.667969 Penalty: 3252.866211
	Iteration 0F: 3 clusters Score -51907.67 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -52432.773438 Penalty: 3252.866211
	Iteration 1F: 3 clusters Score -52432.77 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53002.281250 Penalty: 3252.866211
	Iteration 2F: 3 clusters Score -53002.28 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -53571.078125 Penalty: 3252.866211
	Iteration 3F: 3 clusters Score -53571.08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -54033.300781 Penalty: 3252.866211
	Iteration 4F: 3 clusters Score -54033.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -54345.886719 Penalty: 3252.866211
	Iteration 5Q: 3 clusters Score -54345.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -54446.199219 Penalty: 3252.866211
	Iteration 6Q: 3 clusters Score -54446.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -54483.296875 Penalty: 3252.866211
	Iteration 7Q: 3 clusters Score -54483.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -54508.945312 Penalty: 3252.866211
	Iteration 8Q: 3 clusters Score -54508.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -54508.945312 Penalty: 3252.866211
	Iteration 9F: 3 clusters Score -54508.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 24035 members 
Mstep: Class 3 contains 8601 members 
Mstep: Class 4 contains 12010 members 
Mstep: Class 5 contains 8115 members 
Mstep: Class 6 contains 16438 members 
Mstep: Class 7 contains 8564 members 
Mstep: Class 8 contains 3631 members 
Mstep: Class 9 contains 18946 members 
Mstep: Class 10 contains 14584 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 23813 members 
Mstep: Class 14 contains 3089 members 
Mstep: Class 15 contains 89335 members 
Mstep: Class 16 contains 14435 members 
Mstep: Class 17 contains 1483 members 
Mstep: Class 18 contains 35336 members 
Mstep: Class 19 contains 40910 members 
Mstep: Class 20 contains 9853 members 
Mstep: Class 21 contains 20259 members 
Mstep: Class 22 contains 3288 members 
Mstep: Class 23 contains 1784 members 
Mstep: Class 24 contains 19563 members 
Mstep: Class 25 contains 4676 members 
Mstep: Class 26 contains 4548 members 
Mstep: Class 27 contains 13934 members 
Mstep: Class 28 contains 803 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13147 members 
Mstep: Class 31 contains 34224 members 
Mstep: Class 32 contains 7971 members 
Mstep: Class 33 contains 17887 members 
Mstep: Class 34 contains 30473 members 
Mstep: Class 35 contains 13408 members 
Mstep: Class 36 contains 18490 members 
Mstep: Class 37 contains 485 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9217 members 
Mstep: Class 40 contains 18391 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 3793 members 
Mstep: Class 43 contains 29137 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4234 members 
Mstep: Class 46 contains 435 members 
Mstep: Class 47 contains 9082 members 
Mstep: Class 48 contains 4791 members 
Mstep: Class 49 contains 220 members 
Entering Unmasked Estep 
Score: -64755072.000000 Penalty: 162617.703125
Splitting cluster 37 changes total score from -64750748.000000 to -64755072.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 38 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -40073.984375 Penalty: 1463.853027
	Iteration 0F: 2 clusters Score -40073.98 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 192 members 
Entering Unmasked Estep 
Score: -38668.816406 Penalty: 2927.706055
	Iteration 0F: 3 clusters Score -38668.82 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38787.386719 Penalty: 2927.706055
	Iteration 1F: 3 clusters Score -38787.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -38804.625000 Penalty: 2927.706055
	Iteration 2Q: 3 clusters Score -38804.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38820.667969 Penalty: 2927.706055
	Iteration 3Q: 3 clusters Score -38820.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38822.839844 Penalty: 2927.706055
	Iteration 4Q: 3 clusters Score -38822.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38827.027344 Penalty: 2927.706055
	Iteration 5Q: 3 clusters Score -38827.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38829.050781 Penalty: 2927.706055
	Iteration 6Q: 3 clusters Score -38829.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38834.859375 Penalty: 2927.706055
	Iteration 7Q: 3 clusters Score -38834.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38840.445312 Penalty: 2927.706055
	Iteration 8Q: 3 clusters Score -38840.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38843.179688 Penalty: 2927.706055
	Iteration 9Q: 3 clusters Score -38843.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38843.179688 Penalty: 2927.706055
	Iteration 10F: 3 clusters Score -38843.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Entering Unmasked Estep 
Score: -963854.250000 Penalty: 2263.943604
	Iteration 0F: 2 clusters Score -963854.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -956696.375000 Penalty: 4527.887207
	Iteration 0F: 3 clusters Score -956696.4 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -958873.812500 Penalty: 4527.887207
	Iteration 1F: 3 clusters Score -958873.8 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -959243.812500 Penalty: 4527.887207
	Iteration 2F: 3 clusters Score -959243.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -959516.437500 Penalty: 4527.887207
	Iteration 3F: 3 clusters Score -959516.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -959738.250000 Penalty: 4527.887207
	Iteration 4Q: 3 clusters Score -959738.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -959987.187500 Penalty: 4527.887207
	Iteration 5Q: 3 clusters Score -959987.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -960262.937500 Penalty: 4527.887207
	Iteration 6Q: 3 clusters Score -960262.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -960585.687500 Penalty: 4527.887207
	Iteration 7Q: 3 clusters Score -960585.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -960932.187500 Penalty: 4527.887207
	Iteration 8Q: 3 clusters Score -960932.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -961271.312500 Penalty: 4527.887207
	Iteration 9Q: 3 clusters Score -961271.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -961579.250000 Penalty: 4527.887207
	Iteration 10Q: 3 clusters Score -961579.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -961910.000000 Penalty: 4527.887207
	Iteration 11Q: 3 clusters Score -961910 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -962223.062500 Penalty: 4527.887207
	Iteration 12Q: 3 clusters Score -962223.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -962483.312500 Penalty: 4527.887207
	Iteration 13Q: 3 clusters Score -962483.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -962669.375000 Penalty: 4527.887207
	Iteration 14Q: 3 clusters Score -962669.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -962772.875000 Penalty: 4527.887207
	Iteration 15Q: 3 clusters Score -962772.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -962834.250000 Penalty: 4527.887207
	Iteration 16Q: 3 clusters Score -962834.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -962867.500000 Penalty: 4527.887207
	Iteration 17Q: 3 clusters Score -962867.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -962890.125000 Penalty: 4527.887207
	Iteration 18Q: 3 clusters Score -962890.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -962908.125000 Penalty: 4527.887207
	Iteration 19Q: 3 clusters Score -962908.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -962920.312500 Penalty: 4527.887207
	Iteration 20F: 3 clusters Score -962920.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -962932.687500 Penalty: 4527.887207
	Iteration 21Q: 3 clusters Score -962932.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -962952.375000 Penalty: 4527.887207
	Iteration 22Q: 3 clusters Score -962952.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -962962.937500 Penalty: 4527.887207
	Iteration 23Q: 3 clusters Score -962962.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -962976.250000 Penalty: 4527.887207
	Iteration 24Q: 3 clusters Score -962976.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -962988.875000 Penalty: 4527.887207
	Iteration 25Q: 3 clusters Score -962988.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -963006.750000 Penalty: 4527.887207
	Iteration 26Q: 3 clusters Score -963006.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -963022.062500 Penalty: 4527.887207
	Iteration 27Q: 3 clusters Score -963022.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -963039.812500 Penalty: 4527.887207
	Iteration 28Q: 3 clusters Score -963039.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -963053.500000 Penalty: 4527.887207
	Iteration 29Q: 3 clusters Score -963053.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -963057.812500 Penalty: 4527.887207
	Iteration 30Q: 3 clusters Score -963057.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -963066.000000 Penalty: 4527.887207
	Iteration 31Q: 3 clusters Score -963066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -963072.187500 Penalty: 4527.887207
	Iteration 32Q: 3 clusters Score -963072.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -963080.562500 Penalty: 4527.887207
	Iteration 33Q: 3 clusters Score -963080.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -963086.687500 Penalty: 4527.887207
	Iteration 34Q: 3 clusters Score -963086.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -963087.875000 Penalty: 4527.887207
	Iteration 35Q: 3 clusters Score -963087.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -963093.687500 Penalty: 4527.887207
	Iteration 36Q: 3 clusters Score -963093.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -963097.312500 Penalty: 4527.887207
	Iteration 37Q: 3 clusters Score -963097.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -963100.625000 Penalty: 4527.887207
	Iteration 38Q: 3 clusters Score -963100.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -963105.125000 Penalty: 4527.887207
	Iteration 39Q: 3 clusters Score -963105.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -963108.812500 Penalty: 4527.887207
	Iteration 40F: 3 clusters Score -963108.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -963108.625000 Penalty: 4527.887207
	Iteration 41Q: 3 clusters Score -963108.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -963109.312500 Penalty: 4527.887207
	Iteration 42Q: 3 clusters Score -963109.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -963110.187500 Penalty: 4527.887207
	Iteration 43Q: 3 clusters Score -963110.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -963111.062500 Penalty: 4527.887207
	Iteration 44Q: 3 clusters Score -963111.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -963110.625000 Penalty: 4527.887207
	Iteration 45Q: 3 clusters Score -963110.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -963112.062500 Penalty: 4527.887207
	Iteration 46Q: 3 clusters Score -963112.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -963111.937500 Penalty: 4527.887207
	Iteration 47Q: 3 clusters Score -963111.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -963112.187500 Penalty: 4527.887207
	Iteration 48Q: 3 clusters Score -963112.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -963110.437500 Penalty: 4527.887207
	Iteration 49Q: 3 clusters Score -963110.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -963110.437500 Penalty: 4527.887207
	Iteration 50F: 3 clusters Score -963110.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (18391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Entering Unmasked Estep 
Score: -2001793.750000 Penalty: 2435.264893
	Iteration 0F: 2 clusters Score -2001794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1988763.750000 Penalty: 4870.529785
	Iteration 0F: 3 clusters Score -1988764 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1993103.625000 Penalty: 4870.529785
	Iteration 1F: 3 clusters Score -1993104 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1993531.875000 Penalty: 4870.529785
	Iteration 2F: 3 clusters Score -1993532 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1993842.000000 Penalty: 4870.529785
	Iteration 3Q: 3 clusters Score -1993842 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1994128.250000 Penalty: 4870.529785
	Iteration 4Q: 3 clusters Score -1994128 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1994402.000000 Penalty: 4870.529785
	Iteration 5Q: 3 clusters Score -1994402 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1994694.125000 Penalty: 4870.529785
	Iteration 6Q: 3 clusters Score -1994694 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1994996.875000 Penalty: 4870.529785
	Iteration 7Q: 3 clusters Score -1994997 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1995287.875000 Penalty: 4870.529785
	Iteration 8Q: 3 clusters Score -1995288 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1995643.750000 Penalty: 4870.529785
	Iteration 9Q: 3 clusters Score -1995644 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1996044.625000 Penalty: 4870.529785
	Iteration 10Q: 3 clusters Score -1996045 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1996456.500000 Penalty: 4870.529785
	Iteration 11Q: 3 clusters Score -1996456 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1996831.375000 Penalty: 4870.529785
	Iteration 12Q: 3 clusters Score -1996831 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1997183.000000 Penalty: 4870.529785
	Iteration 13Q: 3 clusters Score -1997183 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -1997538.625000 Penalty: 4870.529785
	Iteration 14Q: 3 clusters Score -1997539 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -1997899.250000 Penalty: 4870.529785
	Iteration 15Q: 3 clusters Score -1997899 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -1998234.875000 Penalty: 4870.529785
	Iteration 16Q: 3 clusters Score -1998235 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -1998554.000000 Penalty: 4870.529785
	Iteration 17Q: 3 clusters Score -1998554 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -1998875.625000 Penalty: 4870.529785
	Iteration 18Q: 3 clusters Score -1998876 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -1999160.000000 Penalty: 4870.529785
	Iteration 19Q: 3 clusters Score -1999160 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -1999363.625000 Penalty: 4870.529785
	Iteration 20F: 3 clusters Score -1999364 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -1999481.875000 Penalty: 4870.529785
	Iteration 21Q: 3 clusters Score -1999482 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -1999591.500000 Penalty: 4870.529785
	Iteration 22Q: 3 clusters Score -1999592 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -1999662.375000 Penalty: 4870.529785
	Iteration 23Q: 3 clusters Score -1999662 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -1999706.125000 Penalty: 4870.529785
	Iteration 24Q: 3 clusters Score -1999706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -1999735.125000 Penalty: 4870.529785
	Iteration 25Q: 3 clusters Score -1999735 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -1999751.250000 Penalty: 4870.529785
	Iteration 26Q: 3 clusters Score -1999751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -1999767.375000 Penalty: 4870.529785
	Iteration 27Q: 3 clusters Score -1999767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -1999780.125000 Penalty: 4870.529785
	Iteration 28Q: 3 clusters Score -1999780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -1999785.625000 Penalty: 4870.529785
	Iteration 29Q: 3 clusters Score -1999786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -1999790.875000 Penalty: 4870.529785
	Iteration 30Q: 3 clusters Score -1999791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -1999794.250000 Penalty: 4870.529785
	Iteration 31Q: 3 clusters Score -1999794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -1999797.375000 Penalty: 4870.529785
	Iteration 32Q: 3 clusters Score -1999797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -1999801.375000 Penalty: 4870.529785
	Iteration 33Q: 3 clusters Score -1999801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -1999804.625000 Penalty: 4870.529785
	Iteration 34Q: 3 clusters Score -1999805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -1999807.125000 Penalty: 4870.529785
	Iteration 35Q: 3 clusters Score -1999807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -1999805.500000 Penalty: 4870.529785
	Iteration 36Q: 3 clusters Score -1999806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -1999805.500000 Penalty: 4870.529785
	Iteration 37F: 3 clusters Score -1999806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -103668.257812 Penalty: 1752.060303
	Iteration 0F: 2 clusters Score -103668.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -101913.085938 Penalty: 3504.120605
	Iteration 0F: 3 clusters Score -101913.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -104663.570312 Penalty: 3504.120605
	Iteration 1F: 3 clusters Score -104663.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -108507.585938 Penalty: 3504.120605
	Iteration 2F: 3 clusters Score -108507.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -108891.609375 Penalty: 3504.120605
	Iteration 3Q: 3 clusters Score -108891.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -109007.273438 Penalty: 3504.120605
	Iteration 4Q: 3 clusters Score -109007.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -109087.992188 Penalty: 3504.120605
	Iteration 5Q: 3 clusters Score -109088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -109310.195312 Penalty: 3504.120605
	Iteration 6Q: 3 clusters Score -109310.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -109421.101562 Penalty: 3504.120605
	Iteration 7Q: 3 clusters Score -109421.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -109717.070312 Penalty: 3504.120605
	Iteration 8Q: 3 clusters Score -109717.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -109717.070312 Penalty: 3504.120605
	Iteration 9F: 3 clusters Score -109717.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 24035 members 
Mstep: Class 3 contains 8601 members 
Mstep: Class 4 contains 12010 members 
Mstep: Class 5 contains 8115 members 
Mstep: Class 6 contains 16438 members 
Mstep: Class 7 contains 8564 members 
Mstep: Class 8 contains 3631 members 
Mstep: Class 9 contains 18946 members 
Mstep: Class 10 contains 14584 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 23813 members 
Mstep: Class 14 contains 3089 members 
Mstep: Class 15 contains 89335 members 
Mstep: Class 16 contains 14435 members 
Mstep: Class 17 contains 1483 members 
Mstep: Class 18 contains 35336 members 
Mstep: Class 19 contains 40910 members 
Mstep: Class 20 contains 9853 members 
Mstep: Class 21 contains 20259 members 
Mstep: Class 22 contains 3288 members 
Mstep: Class 23 contains 1784 members 
Mstep: Class 24 contains 19563 members 
Mstep: Class 25 contains 4676 members 
Mstep: Class 26 contains 4548 members 
Mstep: Class 27 contains 13934 members 
Mstep: Class 28 contains 803 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13147 members 
Mstep: Class 31 contains 34224 members 
Mstep: Class 32 contains 7971 members 
Mstep: Class 33 contains 17887 members 
Mstep: Class 34 contains 30473 members 
Mstep: Class 35 contains 13408 members 
Mstep: Class 36 contains 18490 members 
Mstep: Class 37 contains 485 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9217 members 
Mstep: Class 40 contains 18391 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3793 members 
Mstep: Class 43 contains 29137 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4234 members 
Mstep: Class 46 contains 435 members 
Mstep: Class 47 contains 9082 members 
Mstep: Class 48 contains 4791 members 
Mstep: Class 49 contains 220 members 
Mstep: Class 50 contains 187 members 
Entering Unmasked Estep 
Score: -64759576.000000 Penalty: 165936.437500
Splitting cluster 41 changes total score from -64750748.000000 to -64759576.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 42 (3793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Entering Unmasked Estep 
Score: -304707.687500 Penalty: 2043.746338
	Iteration 0F: 2 clusters Score -304707.7 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 1968 members 
Entering Unmasked Estep 
Score: -300932.187500 Penalty: 4087.492676
	Iteration 0F: 3 clusters Score -300932.2 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -301821.968750 Penalty: 4087.492676
	Iteration 1F: 3 clusters Score -301822 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -302085.718750 Penalty: 4087.492676
	Iteration 2F: 3 clusters Score -302085.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -302280.187500 Penalty: 4087.492676
	Iteration 3F: 3 clusters Score -302280.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -302425.812500 Penalty: 4087.492676
	Iteration 4Q: 3 clusters Score -302425.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -302577.406250 Penalty: 4087.492676
	Iteration 5Q: 3 clusters Score -302577.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -302741.187500 Penalty: 4087.492676
	Iteration 6Q: 3 clusters Score -302741.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -302868.812500 Penalty: 4087.492676
	Iteration 7Q: 3 clusters Score -302868.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -302974.343750 Penalty: 4087.492676
	Iteration 8Q: 3 clusters Score -302974.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -303052.906250 Penalty: 4087.492676
	Iteration 9Q: 3 clusters Score -303052.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -303108.281250 Penalty: 4087.492676
	Iteration 10Q: 3 clusters Score -303108.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -303161.312500 Penalty: 4087.492676
	Iteration 11Q: 3 clusters Score -303161.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -303204.218750 Penalty: 4087.492676
	Iteration 12Q: 3 clusters Score -303204.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -303233.156250 Penalty: 4087.492676
	Iteration 13Q: 3 clusters Score -303233.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -303257.687500 Penalty: 4087.492676
	Iteration 14Q: 3 clusters Score -303257.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -303281.468750 Penalty: 4087.492676
	Iteration 15Q: 3 clusters Score -303281.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -303308.218750 Penalty: 4087.492676
	Iteration 16Q: 3 clusters Score -303308.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -303325.812500 Penalty: 4087.492676
	Iteration 17Q: 3 clusters Score -303325.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -303337.625000 Penalty: 4087.492676
	Iteration 18Q: 3 clusters Score -303337.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -303342.593750 Penalty: 4087.492676
	Iteration 19Q: 3 clusters Score -303342.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -303345.750000 Penalty: 4087.492676
	Iteration 20F: 3 clusters Score -303345.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -303347.812500 Penalty: 4087.492676
	Iteration 21Q: 3 clusters Score -303347.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -303350.437500 Penalty: 4087.492676
	Iteration 22Q: 3 clusters Score -303350.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -303352.093750 Penalty: 4087.492676
	Iteration 23Q: 3 clusters Score -303352.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -303353.968750 Penalty: 4087.492676
	Iteration 24Q: 3 clusters Score -303354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -303358.031250 Penalty: 4087.492676
	Iteration 25Q: 3 clusters Score -303358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -303363.031250 Penalty: 4087.492676
	Iteration 26Q: 3 clusters Score -303363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -303367.125000 Penalty: 4087.492676
	Iteration 27Q: 3 clusters Score -303367.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -303372.000000 Penalty: 4087.492676
	Iteration 28Q: 3 clusters Score -303372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -303374.718750 Penalty: 4087.492676
	Iteration 29Q: 3 clusters Score -303374.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -303376.000000 Penalty: 4087.492676
	Iteration 30Q: 3 clusters Score -303376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -303376.000000 Penalty: 4087.492676
	Iteration 31F: 3 clusters Score -303376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (29137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Entering Unmasked Estep 
Score: -3135704.000000 Penalty: 2549.381592
	Iteration 0F: 2 clusters Score -3135704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -3115720.250000 Penalty: 5098.763184
	Iteration 0F: 3 clusters Score -3115720 nChanged 13237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -3123030.750000 Penalty: 5098.763184
	Iteration 1F: 3 clusters Score -3123031 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -3123586.000000 Penalty: 5098.763184
	Iteration 2F: 3 clusters Score -3123586 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -3124163.500000 Penalty: 5098.763184
	Iteration 3Q: 3 clusters Score -3124164 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -3124846.250000 Penalty: 5098.763184
	Iteration 4Q: 3 clusters Score -3124846 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -3125637.750000 Penalty: 5098.763184
	Iteration 5F: 3 clusters Score -3125638 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -3126434.250000 Penalty: 5098.763184
	Iteration 6F: 3 clusters Score -3126434 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -3127390.500000 Penalty: 5098.763184
	Iteration 7F: 3 clusters Score -3127390 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -3128358.750000 Penalty: 5098.763184
	Iteration 8F: 3 clusters Score -3128359 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -3129357.250000 Penalty: 5098.763184
	Iteration 9F: 3 clusters Score -3129357 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -3130128.750000 Penalty: 5098.763184
	Iteration 10Q: 3 clusters Score -3130129 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -3130719.750000 Penalty: 5098.763184
	Iteration 11Q: 3 clusters Score -3130720 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -3131124.250000 Penalty: 5098.763184
	Iteration 12Q: 3 clusters Score -3131124 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -3131375.750000 Penalty: 5098.763184
	Iteration 13Q: 3 clusters Score -3131376 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -3131508.750000 Penalty: 5098.763184
	Iteration 14Q: 3 clusters Score -3131509 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -3131595.750000 Penalty: 5098.763184
	Iteration 15Q: 3 clusters Score -3131596 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -3131657.000000 Penalty: 5098.763184
	Iteration 16Q: 3 clusters Score -3131657 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -3131706.250000 Penalty: 5098.763184
	Iteration 17Q: 3 clusters Score -3131706 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -3131762.500000 Penalty: 5098.763184
	Iteration 18Q: 3 clusters Score -3131762 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -3131790.750000 Penalty: 5098.763184
	Iteration 19Q: 3 clusters Score -3131791 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -3131829.750000 Penalty: 5098.763184
	Iteration 20F: 3 clusters Score -3131830 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -3131852.750000 Penalty: 5098.763184
	Iteration 21Q: 3 clusters Score -3131853 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -3131876.750000 Penalty: 5098.763184
	Iteration 22Q: 3 clusters Score -3131877 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -3131891.500000 Penalty: 5098.763184
	Iteration 23Q: 3 clusters Score -3131892 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -3131907.500000 Penalty: 5098.763184
	Iteration 24Q: 3 clusters Score -3131908 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -3131932.750000 Penalty: 5098.763184
	Iteration 25Q: 3 clusters Score -3131933 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -3131937.500000 Penalty: 5098.763184
	Iteration 26Q: 3 clusters Score -3131938 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -3131944.750000 Penalty: 5098.763184
	Iteration 27Q: 3 clusters Score -3131945 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -3131956.000000 Penalty: 5098.763184
	Iteration 28Q: 3 clusters Score -3131956 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -3131965.250000 Penalty: 5098.763184
	Iteration 29Q: 3 clusters Score -3131965 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -3131984.500000 Penalty: 5098.763184
	Iteration 30Q: 3 clusters Score -3131984 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -3132014.000000 Penalty: 5098.763184
	Iteration 31Q: 3 clusters Score -3132014 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -3132043.500000 Penalty: 5098.763184
	Iteration 32Q: 3 clusters Score -3132044 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -3132060.000000 Penalty: 5098.763184
	Iteration 33Q: 3 clusters Score -3132060 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -3132119.250000 Penalty: 5098.763184
	Iteration 34Q: 3 clusters Score -3132119 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -3132171.000000 Penalty: 5098.763184
	Iteration 35Q: 3 clusters Score -3132171 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -3132224.250000 Penalty: 5098.763184
	Iteration 36Q: 3 clusters Score -3132224 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -3132261.750000 Penalty: 5098.763184
	Iteration 37Q: 3 clusters Score -3132262 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -3132288.750000 Penalty: 5098.763184
	Iteration 38Q: 3 clusters Score -3132289 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -3132325.250000 Penalty: 5098.763184
	Iteration 39Q: 3 clusters Score -3132325 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -3132349.000000 Penalty: 5098.763184
	Iteration 40F: 3 clusters Score -3132349 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -3132378.750000 Penalty: 5098.763184
	Iteration 41Q: 3 clusters Score -3132379 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -3132406.250000 Penalty: 5098.763184
	Iteration 42Q: 3 clusters Score -3132406 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -3132431.750000 Penalty: 5098.763184
	Iteration 43Q: 3 clusters Score -3132432 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -3132471.250000 Penalty: 5098.763184
	Iteration 44Q: 3 clusters Score -3132471 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -3132498.250000 Penalty: 5098.763184
	Iteration 45Q: 3 clusters Score -3132498 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -3132512.250000 Penalty: 5098.763184
	Iteration 46Q: 3 clusters Score -3132512 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -3132515.500000 Penalty: 5098.763184
	Iteration 47Q: 3 clusters Score -3132516 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -3132536.000000 Penalty: 5098.763184
	Iteration 48Q: 3 clusters Score -3132536 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -3132548.250000 Penalty: 5098.763184
	Iteration 49Q: 3 clusters Score -3132548 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -3132549.250000 Penalty: 5098.763184
	Iteration 50Q: 3 clusters Score -3132549 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -3132554.250000 Penalty: 5098.763184
	Iteration 51Q: 3 clusters Score -3132554 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -3132574.500000 Penalty: 5098.763184
	Iteration 52Q: 3 clusters Score -3132574 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -3132592.250000 Penalty: 5098.763184
	Iteration 53Q: 3 clusters Score -3132592 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -3132599.500000 Penalty: 5098.763184
	Iteration 54Q: 3 clusters Score -3132600 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -3132603.500000 Penalty: 5098.763184
	Iteration 55Q: 3 clusters Score -3132604 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -3132604.000000 Penalty: 5098.763184
	Iteration 56Q: 3 clusters Score -3132604 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -3132613.500000 Penalty: 5098.763184
	Iteration 57Q: 3 clusters Score -3132614 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -3132616.750000 Penalty: 5098.763184
	Iteration 58Q: 3 clusters Score -3132617 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -3132626.500000 Penalty: 5098.763184
	Iteration 59Q: 3 clusters Score -3132626 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -3132633.000000 Penalty: 5098.763184
	Iteration 60F: 3 clusters Score -3132633 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -3132632.750000 Penalty: 5098.763184
	Iteration 61Q: 3 clusters Score -3132633 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -3132632.500000 Penalty: 5098.763184
	Iteration 62Q: 3 clusters Score -3132632 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -3132643.000000 Penalty: 5098.763184
	Iteration 63Q: 3 clusters Score -3132643 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -3132652.000000 Penalty: 5098.763184
	Iteration 64Q: 3 clusters Score -3132652 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -3132649.500000 Penalty: 5098.763184
	Iteration 65Q: 3 clusters Score -3132650 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -3132654.750000 Penalty: 5098.763184
	Iteration 66Q: 3 clusters Score -3132655 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -3132672.250000 Penalty: 5098.763184
	Iteration 67Q: 3 clusters Score -3132672 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -3132683.000000 Penalty: 5098.763184
	Iteration 68Q: 3 clusters Score -3132683 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -3132692.250000 Penalty: 5098.763184
	Iteration 69Q: 3 clusters Score -3132692 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -3132696.000000 Penalty: 5098.763184
	Iteration 70Q: 3 clusters Score -3132696 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -3132713.250000 Penalty: 5098.763184
	Iteration 71Q: 3 clusters Score -3132713 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -3132714.250000 Penalty: 5098.763184
	Iteration 72Q: 3 clusters Score -3132714 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -3132712.250000 Penalty: 5098.763184
	Iteration 73Q: 3 clusters Score -3132712 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -3132718.250000 Penalty: 5098.763184
	Iteration 74Q: 3 clusters Score -3132718 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -3132718.000000 Penalty: 5098.763184
	Iteration 75Q: 3 clusters Score -3132718 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -3132728.750000 Penalty: 5098.763184
	Iteration 76Q: 3 clusters Score -3132729 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -3132723.250000 Penalty: 5098.763184
	Iteration 77Q: 3 clusters Score -3132723 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -3132740.500000 Penalty: 5098.763184
	Iteration 78Q: 3 clusters Score -3132740 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -3132746.000000 Penalty: 5098.763184
	Iteration 79Q: 3 clusters Score -3132746 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -3132736.750000 Penalty: 5098.763184
	Iteration 80F: 3 clusters Score -3132737 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -3132753.500000 Penalty: 5098.763184
	Iteration 81Q: 3 clusters Score -3132754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -3132759.500000 Penalty: 5098.763184
	Iteration 82Q: 3 clusters Score -3132760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -3132758.750000 Penalty: 5098.763184
	Iteration 83Q: 3 clusters Score -3132759 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -3132756.250000 Penalty: 5098.763184
	Iteration 84Q: 3 clusters Score -3132756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -3132762.750000 Penalty: 5098.763184
	Iteration 85Q: 3 clusters Score -3132763 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -3132758.750000 Penalty: 5098.763184
	Iteration 86Q: 3 clusters Score -3132759 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -3132758.750000 Penalty: 5098.763184
	Iteration 87Q: 3 clusters Score -3132759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -3132753.500000 Penalty: 5098.763184
	Iteration 88Q: 3 clusters Score -3132754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -3132761.750000 Penalty: 5098.763184
	Iteration 89Q: 3 clusters Score -3132762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -3132759.250000 Penalty: 5098.763184
	Iteration 90Q: 3 clusters Score -3132759 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -3132764.250000 Penalty: 5098.763184
	Iteration 91Q: 3 clusters Score -3132764 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -3132775.500000 Penalty: 5098.763184
	Iteration 92Q: 3 clusters Score -3132776 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -3132788.750000 Penalty: 5098.763184
	Iteration 93Q: 3 clusters Score -3132789 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -3132791.500000 Penalty: 5098.763184
	Iteration 94Q: 3 clusters Score -3132792 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -3132788.250000 Penalty: 5098.763184
	Iteration 95Q: 3 clusters Score -3132788 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -3132798.750000 Penalty: 5098.763184
	Iteration 96Q: 3 clusters Score -3132799 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -3132804.250000 Penalty: 5098.763184
	Iteration 97Q: 3 clusters Score -3132804 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -3132812.250000 Penalty: 5098.763184
	Iteration 98Q: 3 clusters Score -3132812 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -3132818.750000 Penalty: 5098.763184
	Iteration 99Q: 3 clusters Score -3132819 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -3132845.000000 Penalty: 5098.763184
	Iteration 100F: 3 clusters Score -3132845 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -3132848.500000 Penalty: 5098.763184
	Iteration 101Q: 3 clusters Score -3132848 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -3132850.500000 Penalty: 5098.763184
	Iteration 102Q: 3 clusters Score -3132850 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -3132861.750000 Penalty: 5098.763184
	Iteration 103Q: 3 clusters Score -3132862 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -3132874.750000 Penalty: 5098.763184
	Iteration 104Q: 3 clusters Score -3132875 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -3132885.000000 Penalty: 5098.763184
	Iteration 105Q: 3 clusters Score -3132885 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -3132888.250000 Penalty: 5098.763184
	Iteration 106Q: 3 clusters Score -3132888 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -3132894.000000 Penalty: 5098.763184
	Iteration 107Q: 3 clusters Score -3132894 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -3132915.000000 Penalty: 5098.763184
	Iteration 108Q: 3 clusters Score -3132915 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -3132919.500000 Penalty: 5098.763184
	Iteration 109Q: 3 clusters Score -3132920 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -3132931.500000 Penalty: 5098.763184
	Iteration 110Q: 3 clusters Score -3132932 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -3132928.250000 Penalty: 5098.763184
	Iteration 111Q: 3 clusters Score -3132928 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -3132926.250000 Penalty: 5098.763184
	Iteration 112Q: 3 clusters Score -3132926 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -3132930.250000 Penalty: 5098.763184
	Iteration 113Q: 3 clusters Score -3132930 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -3132943.500000 Penalty: 5098.763184
	Iteration 114Q: 3 clusters Score -3132944 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -3132944.250000 Penalty: 5098.763184
	Iteration 115Q: 3 clusters Score -3132944 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -3132949.250000 Penalty: 5098.763184
	Iteration 116Q: 3 clusters Score -3132949 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -3132949.000000 Penalty: 5098.763184
	Iteration 117Q: 3 clusters Score -3132949 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -3132960.250000 Penalty: 5098.763184
	Iteration 118Q: 3 clusters Score -3132960 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -3132958.750000 Penalty: 5098.763184
	Iteration 119Q: 3 clusters Score -3132959 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -3132967.750000 Penalty: 5098.763184
	Iteration 120F: 3 clusters Score -3132968 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -3132972.000000 Penalty: 5098.763184
	Iteration 121Q: 3 clusters Score -3132972 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -3132973.750000 Penalty: 5098.763184
	Iteration 122Q: 3 clusters Score -3132974 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -3132983.750000 Penalty: 5098.763184
	Iteration 123Q: 3 clusters Score -3132984 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -3132996.000000 Penalty: 5098.763184
	Iteration 124Q: 3 clusters Score -3132996 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -3132992.750000 Penalty: 5098.763184
	Iteration 125Q: 3 clusters Score -3132993 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -3132996.500000 Penalty: 5098.763184
	Iteration 126Q: 3 clusters Score -3132996 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -3133012.000000 Penalty: 5098.763184
	Iteration 127Q: 3 clusters Score -3133012 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -3133021.250000 Penalty: 5098.763184
	Iteration 128Q: 3 clusters Score -3133021 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -3133031.500000 Penalty: 5098.763184
	Iteration 129Q: 3 clusters Score -3133032 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -3133043.750000 Penalty: 5098.763184
	Iteration 130Q: 3 clusters Score -3133044 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -3133046.000000 Penalty: 5098.763184
	Iteration 131Q: 3 clusters Score -3133046 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -3133051.250000 Penalty: 5098.763184
	Iteration 132Q: 3 clusters Score -3133051 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -3133063.500000 Penalty: 5098.763184
	Iteration 133Q: 3 clusters Score -3133064 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -3133071.000000 Penalty: 5098.763184
	Iteration 134Q: 3 clusters Score -3133071 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -3133086.250000 Penalty: 5098.763184
	Iteration 135Q: 3 clusters Score -3133086 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -3133107.250000 Penalty: 5098.763184
	Iteration 136Q: 3 clusters Score -3133107 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -3133116.500000 Penalty: 5098.763184
	Iteration 137Q: 3 clusters Score -3133116 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -3133134.500000 Penalty: 5098.763184
	Iteration 138Q: 3 clusters Score -3133134 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -3133140.500000 Penalty: 5098.763184
	Iteration 139Q: 3 clusters Score -3133140 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -3133165.000000 Penalty: 5098.763184
	Iteration 140F: 3 clusters Score -3133165 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -3133185.500000 Penalty: 5098.763184
	Iteration 141Q: 3 clusters Score -3133186 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -3133200.500000 Penalty: 5098.763184
	Iteration 142Q: 3 clusters Score -3133200 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -3133216.750000 Penalty: 5098.763184
	Iteration 143Q: 3 clusters Score -3133217 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -3133228.750000 Penalty: 5098.763184
	Iteration 144Q: 3 clusters Score -3133229 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -3133239.000000 Penalty: 5098.763184
	Iteration 145Q: 3 clusters Score -3133239 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -3133255.500000 Penalty: 5098.763184
	Iteration 146Q: 3 clusters Score -3133256 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -3133261.750000 Penalty: 5098.763184
	Iteration 147Q: 3 clusters Score -3133262 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -3133284.500000 Penalty: 5098.763184
	Iteration 148Q: 3 clusters Score -3133284 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -3133311.500000 Penalty: 5098.763184
	Iteration 149Q: 3 clusters Score -3133312 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -3133337.250000 Penalty: 5098.763184
	Iteration 150Q: 3 clusters Score -3133337 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -3133367.250000 Penalty: 5098.763184
	Iteration 151Q: 3 clusters Score -3133367 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -3133394.250000 Penalty: 5098.763184
	Iteration 152Q: 3 clusters Score -3133394 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -3133418.750000 Penalty: 5098.763184
	Iteration 153Q: 3 clusters Score -3133419 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -3133443.500000 Penalty: 5098.763184
	Iteration 154Q: 3 clusters Score -3133444 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -3133482.500000 Penalty: 5098.763184
	Iteration 155Q: 3 clusters Score -3133482 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -3133519.000000 Penalty: 5098.763184
	Iteration 156Q: 3 clusters Score -3133519 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -3133536.250000 Penalty: 5098.763184
	Iteration 157Q: 3 clusters Score -3133536 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -3133561.500000 Penalty: 5098.763184
	Iteration 158Q: 3 clusters Score -3133562 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -3133575.000000 Penalty: 5098.763184
	Iteration 159Q: 3 clusters Score -3133575 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -3133611.000000 Penalty: 5098.763184
	Iteration 160F: 3 clusters Score -3133611 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -3133635.250000 Penalty: 5098.763184
	Iteration 161Q: 3 clusters Score -3133635 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -3133652.000000 Penalty: 5098.763184
	Iteration 162Q: 3 clusters Score -3133652 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -3133676.750000 Penalty: 5098.763184
	Iteration 163Q: 3 clusters Score -3133677 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -3133696.000000 Penalty: 5098.763184
	Iteration 164Q: 3 clusters Score -3133696 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -3133715.000000 Penalty: 5098.763184
	Iteration 165Q: 3 clusters Score -3133715 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -3133734.000000 Penalty: 5098.763184
	Iteration 166Q: 3 clusters Score -3133734 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -3133749.250000 Penalty: 5098.763184
	Iteration 167Q: 3 clusters Score -3133749 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -3133754.250000 Penalty: 5098.763184
	Iteration 168Q: 3 clusters Score -3133754 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3133753.250000 Penalty: 5098.763184
	Iteration 169Q: 3 clusters Score -3133753 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -3133757.250000 Penalty: 5098.763184
	Iteration 170Q: 3 clusters Score -3133757 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3133760.750000 Penalty: 5098.763184
	Iteration 171Q: 3 clusters Score -3133761 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3133781.000000 Penalty: 5098.763184
	Iteration 172Q: 3 clusters Score -3133781 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -3133782.500000 Penalty: 5098.763184
	Iteration 173Q: 3 clusters Score -3133782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -3133787.000000 Penalty: 5098.763184
	Iteration 174Q: 3 clusters Score -3133787 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -3133800.000000 Penalty: 5098.763184
	Iteration 175Q: 3 clusters Score -3133800 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -3133819.000000 Penalty: 5098.763184
	Iteration 176Q: 3 clusters Score -3133819 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3133826.250000 Penalty: 5098.763184
	Iteration 177Q: 3 clusters Score -3133826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -3133829.750000 Penalty: 5098.763184
	Iteration 178Q: 3 clusters Score -3133830 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -3133830.250000 Penalty: 5098.763184
	Iteration 179Q: 3 clusters Score -3133830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3133837.750000 Penalty: 5098.763184
	Iteration 180F: 3 clusters Score -3133838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -3133842.500000 Penalty: 5098.763184
	Iteration 181Q: 3 clusters Score -3133842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -3133840.000000 Penalty: 5098.763184
	Iteration 182Q: 3 clusters Score -3133840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -3133843.500000 Penalty: 5098.763184
	Iteration 183Q: 3 clusters Score -3133844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -3133848.000000 Penalty: 5098.763184
	Iteration 184Q: 3 clusters Score -3133848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -3133851.750000 Penalty: 5098.763184
	Iteration 185Q: 3 clusters Score -3133852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3133850.750000 Penalty: 5098.763184
	Iteration 186Q: 3 clusters Score -3133851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3133856.000000 Penalty: 5098.763184
	Iteration 187Q: 3 clusters Score -3133856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3133851.750000 Penalty: 5098.763184
	Iteration 188Q: 3 clusters Score -3133852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -3133857.000000 Penalty: 5098.763184
	Iteration 189Q: 3 clusters Score -3133857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -3133853.500000 Penalty: 5098.763184
	Iteration 190Q: 3 clusters Score -3133854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3133854.750000 Penalty: 5098.763184
	Iteration 191Q: 3 clusters Score -3133855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3133863.500000 Penalty: 5098.763184
	Iteration 192Q: 3 clusters Score -3133864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3133873.500000 Penalty: 5098.763184
	Iteration 193Q: 3 clusters Score -3133874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3133869.500000 Penalty: 5098.763184
	Iteration 194Q: 3 clusters Score -3133870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3133870.500000 Penalty: 5098.763184
	Iteration 195Q: 3 clusters Score -3133870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -3133875.000000 Penalty: 5098.763184
	Iteration 196Q: 3 clusters Score -3133875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3133877.500000 Penalty: 5098.763184
	Iteration 197Q: 3 clusters Score -3133878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -3133877.500000 Penalty: 5098.763184
	Iteration 198Q: 3 clusters Score -3133878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -3133879.000000 Penalty: 5098.763184
	Iteration 199Q: 3 clusters Score -3133879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3133877.500000 Penalty: 5098.763184
	Iteration 200F: 3 clusters Score -3133878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3133878.500000 Penalty: 5098.763184
	Iteration 201Q: 3 clusters Score -3133878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3133876.750000 Penalty: 5098.763184
	Iteration 202Q: 3 clusters Score -3133877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3133880.500000 Penalty: 5098.763184
	Iteration 203Q: 3 clusters Score -3133880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -3133875.750000 Penalty: 5098.763184
	Iteration 204Q: 3 clusters Score -3133876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3133881.750000 Penalty: 5098.763184
	Iteration 205Q: 3 clusters Score -3133882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3133878.000000 Penalty: 5098.763184
	Iteration 206Q: 3 clusters Score -3133878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3133878.000000 Penalty: 5098.763184
	Iteration 207F: 3 clusters Score -3133878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -68813.296875 Penalty: 1594.570435
	Iteration 0F: 2 clusters Score -68813.3 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 305 members 
Entering Unmasked Estep 
Score: -67157.484375 Penalty: 3189.140869
	Iteration 0F: 3 clusters Score -67157.48 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -67376.398438 Penalty: 3189.140869
	Iteration 1F: 3 clusters Score -67376.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -67445.218750 Penalty: 3189.140869
	Iteration 2F: 3 clusters Score -67445.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -67462.531250 Penalty: 3189.140869
	Iteration 3Q: 3 clusters Score -67462.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -67464.718750 Penalty: 3189.140869
	Iteration 4Q: 3 clusters Score -67464.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -67464.718750 Penalty: 3189.140869
	Iteration 5F: 3 clusters Score -67464.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 24035 members 
Mstep: Class 3 contains 8601 members 
Mstep: Class 4 contains 12010 members 
Mstep: Class 5 contains 8115 members 
Mstep: Class 6 contains 16438 members 
Mstep: Class 7 contains 8564 members 
Mstep: Class 8 contains 3631 members 
Mstep: Class 9 contains 18946 members 
Mstep: Class 10 contains 14584 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 23813 members 
Mstep: Class 14 contains 3089 members 
Mstep: Class 15 contains 89335 members 
Mstep: Class 16 contains 14435 members 
Mstep: Class 17 contains 1483 members 
Mstep: Class 18 contains 35336 members 
Mstep: Class 19 contains 40910 members 
Mstep: Class 20 contains 9853 members 
Mstep: Class 21 contains 20259 members 
Mstep: Class 22 contains 3288 members 
Mstep: Class 23 contains 1784 members 
Mstep: Class 24 contains 19563 members 
Mstep: Class 25 contains 4676 members 
Mstep: Class 26 contains 4548 members 
Mstep: Class 27 contains 13934 members 
Mstep: Class 28 contains 803 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13147 members 
Mstep: Class 31 contains 34224 members 
Mstep: Class 32 contains 7971 members 
Mstep: Class 33 contains 17887 members 
Mstep: Class 34 contains 30473 members 
Mstep: Class 35 contains 13408 members 
Mstep: Class 36 contains 18490 members 
Mstep: Class 37 contains 485 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9217 members 
Mstep: Class 40 contains 18391 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3793 members 
Mstep: Class 43 contains 29137 members 
Mstep: Class 44 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64762816.000000 Penalty: 165936.437500
Iteration 119Q: 51 clusters Score -6.476282e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 24042 members 
Mstep: Class 3 contains 8514 members 
Mstep: Class 4 contains 12146 members 
Mstep: Class 5 contains 8137 members 
Mstep: Class 6 contains 16440 members 
Mstep: Class 7 contains 8583 members 
Mstep: Class 8 contains 3640 members 
Mstep: Class 9 contains 18950 members 
Mstep: Class 10 contains 14594 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 2205 members 
Mstep: Class 13 contains 24058 members 
Mstep: Class 14 contains 3089 members 
Mstep: Class 15 contains 89328 members 
Mstep: Class 16 contains 14573 members 
Mstep: Class 17 contains 1484 members 
Mstep: Class 18 contains 35388 members 
Mstep: Class 19 contains 41258 members 
Mstep: Class 20 contains 9853 members 
Mstep: Class 21 contains 20272 members 
Mstep: Class 22 contains 3299 members 
Mstep: Class 23 contains 1803 members 
Mstep: Class 24 contains 19585 members 
Mstep: Class 25 contains 4610 members 
Mstep: Class 26 contains 4553 members 
Mstep: Class 27 contains 13948 members 
Mstep: Class 28 contains 803 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13152 members 
Mstep: Class 31 contains 33964 members 
Mstep: Class 32 contains 7979 members 
Mstep: Class 33 contains 17897 members 
Mstep: Class 34 contains 30437 members 
Mstep: Class 35 contains 13884 members 
Mstep: Class 36 contains 18495 members 
Mstep: Class 37 contains 484 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9219 members 
Mstep: Class 40 contains 18156 members 
Mstep: Class 41 contains 984 members 
Mstep: Class 42 contains 3794 members 
Mstep: Class 43 contains 29293 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 3977 members 
Mstep: Class 46 contains 430 members 
Mstep: Class 47 contains 8514 members 
Mstep: Class 48 contains 4643 members 
Mstep: Class 49 contains 224 members 
Mstep: Class 50 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64766180.000000 Penalty: 165936.437500
Iteration 120F: 51 clusters Score -6.476618e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 24065 members 
Mstep: Class 3 contains 8464 members 
Mstep: Class 4 contains 12161 members 
Mstep: Class 5 contains 8052 members 
Mstep: Class 6 contains 16430 members 
Mstep: Class 7 contains 8572 members 
Mstep: Class 8 contains 3645 members 
Mstep: Class 9 contains 18971 members 
Mstep: Class 10 contains 14595 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 24348 members 
Mstep: Class 14 contains 3088 members 
Mstep: Class 15 contains 89337 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 1485 members 
Mstep: Class 18 contains 35419 members 
Mstep: Class 19 contains 40862 members 
Mstep: Class 20 contains 9852 members 
Mstep: Class 21 contains 20269 members 
Mstep: Class 22 contains 3291 members 
Mstep: Class 23 contains 1793 members 
Mstep: Class 24 contains 19582 members 
Mstep: Class 25 contains 4546 members 
Mstep: Class 26 contains 4581 members 
Mstep: Class 27 contains 13951 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13154 members 
Mstep: Class 31 contains 33650 members 
Mstep: Class 32 contains 7941 members 
Mstep: Class 33 contains 17910 members 
Mstep: Class 34 contains 30387 members 
Mstep: Class 35 contains 13946 members 
Mstep: Class 36 contains 18499 members 
Mstep: Class 37 contains 483 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9215 members 
Mstep: Class 40 contains 17951 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3796 members 
Mstep: Class 43 contains 29349 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4292 members 
Mstep: Class 46 contains 432 members 
Mstep: Class 47 contains 9013 members 
Mstep: Class 48 contains 4723 members 
Mstep: Class 49 contains 226 members 
Mstep: Class 50 contains 207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767696.000000 Penalty: 165936.437500
Iteration 121Q: 51 clusters Score -6.47677e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 24075 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 12183 members 
Mstep: Class 5 contains 8003 members 
Mstep: Class 6 contains 16418 members 
Mstep: Class 7 contains 8584 members 
Mstep: Class 8 contains 3650 members 
Mstep: Class 9 contains 18999 members 
Mstep: Class 10 contains 14598 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2210 members 
Mstep: Class 13 contains 24616 members 
Mstep: Class 14 contains 3088 members 
Mstep: Class 15 contains 89344 members 
Mstep: Class 16 contains 14399 members 
Mstep: Class 17 contains 1485 members 
Mstep: Class 18 contains 35448 members 
Mstep: Class 19 contains 40654 members 
Mstep: Class 20 contains 9849 members 
Mstep: Class 21 contains 20289 members 
Mstep: Class 22 contains 3288 members 
Mstep: Class 23 contains 1785 members 
Mstep: Class 24 contains 19567 members 
Mstep: Class 25 contains 4524 members 
Mstep: Class 26 contains 4601 members 
Mstep: Class 27 contains 13954 members 
Mstep: Class 28 contains 789 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13157 members 
Mstep: Class 31 contains 33508 members 
Mstep: Class 32 contains 7922 members 
Mstep: Class 33 contains 17922 members 
Mstep: Class 34 contains 30345 members 
Mstep: Class 35 contains 14035 members 
Mstep: Class 36 contains 18496 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9209 members 
Mstep: Class 40 contains 17795 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3799 members 
Mstep: Class 43 contains 29434 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4416 members 
Mstep: Class 46 contains 431 members 
Mstep: Class 47 contains 9160 members 
Mstep: Class 48 contains 4761 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767924.000000 Penalty: 165936.437500
Iteration 122Q: 51 clusters Score -6.476792e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 24081 members 
Mstep: Class 3 contains 8406 members 
Mstep: Class 4 contains 12208 members 
Mstep: Class 5 contains 7970 members 
Mstep: Class 6 contains 16407 members 
Mstep: Class 7 contains 8599 members 
Mstep: Class 8 contains 3652 members 
Mstep: Class 9 contains 19009 members 
Mstep: Class 10 contains 14603 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2211 members 
Mstep: Class 13 contains 24847 members 
Mstep: Class 14 contains 3088 members 
Mstep: Class 15 contains 89352 members 
Mstep: Class 16 contains 14358 members 
Mstep: Class 17 contains 1485 members 
Mstep: Class 18 contains 35468 members 
Mstep: Class 19 contains 40525 members 
Mstep: Class 20 contains 9845 members 
Mstep: Class 21 contains 20319 members 
Mstep: Class 22 contains 3292 members 
Mstep: Class 23 contains 1782 members 
Mstep: Class 24 contains 19563 members 
Mstep: Class 25 contains 4510 members 
Mstep: Class 26 contains 4623 members 
Mstep: Class 27 contains 13958 members 
Mstep: Class 28 contains 782 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13159 members 
Mstep: Class 31 contains 33392 members 
Mstep: Class 32 contains 7911 members 
Mstep: Class 33 contains 17930 members 
Mstep: Class 34 contains 30324 members 
Mstep: Class 35 contains 14064 members 
Mstep: Class 36 contains 18496 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9207 members 
Mstep: Class 40 contains 17671 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3801 members 
Mstep: Class 43 contains 29503 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4507 members 
Mstep: Class 46 contains 431 members 
Mstep: Class 47 contains 9229 members 
Mstep: Class 48 contains 4780 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767992.000000 Penalty: 165936.437500
Iteration 123Q: 51 clusters Score -6.476799e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 24087 members 
Mstep: Class 3 contains 8385 members 
Mstep: Class 4 contains 12228 members 
Mstep: Class 5 contains 7943 members 
Mstep: Class 6 contains 16400 members 
Mstep: Class 7 contains 8615 members 
Mstep: Class 8 contains 3653 members 
Mstep: Class 9 contains 19024 members 
Mstep: Class 10 contains 14611 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2210 members 
Mstep: Class 13 contains 25054 members 
Mstep: Class 14 contains 3088 members 
Mstep: Class 15 contains 89359 members 
Mstep: Class 16 contains 14349 members 
Mstep: Class 17 contains 1487 members 
Mstep: Class 18 contains 35488 members 
Mstep: Class 19 contains 40408 members 
Mstep: Class 20 contains 9845 members 
Mstep: Class 21 contains 20328 members 
Mstep: Class 22 contains 3299 members 
Mstep: Class 23 contains 1785 members 
Mstep: Class 24 contains 19557 members 
Mstep: Class 25 contains 4505 members 
Mstep: Class 26 contains 4642 members 
Mstep: Class 27 contains 13960 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13164 members 
Mstep: Class 31 contains 33299 members 
Mstep: Class 32 contains 7911 members 
Mstep: Class 33 contains 17944 members 
Mstep: Class 34 contains 30314 members 
Mstep: Class 35 contains 14076 members 
Mstep: Class 36 contains 18483 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9211 members 
Mstep: Class 40 contains 17593 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3802 members 
Mstep: Class 43 contains 29560 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 431 members 
Mstep: Class 47 contains 9258 members 
Mstep: Class 48 contains 4795 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768456.000000 Penalty: 165936.437500
Iteration 124Q: 51 clusters Score -6.476846e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 24088 members 
Mstep: Class 3 contains 8368 members 
Mstep: Class 4 contains 12257 members 
Mstep: Class 5 contains 7926 members 
Mstep: Class 6 contains 16404 members 
Mstep: Class 7 contains 8622 members 
Mstep: Class 8 contains 3654 members 
Mstep: Class 9 contains 19024 members 
Mstep: Class 10 contains 14615 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2211 members 
Mstep: Class 13 contains 25246 members 
Mstep: Class 14 contains 3088 members 
Mstep: Class 15 contains 89363 members 
Mstep: Class 16 contains 14335 members 
Mstep: Class 17 contains 1489 members 
Mstep: Class 18 contains 35495 members 
Mstep: Class 19 contains 40347 members 
Mstep: Class 20 contains 9844 members 
Mstep: Class 21 contains 20334 members 
Mstep: Class 22 contains 3307 members 
Mstep: Class 23 contains 1785 members 
Mstep: Class 24 contains 19555 members 
Mstep: Class 25 contains 4502 members 
Mstep: Class 26 contains 4657 members 
Mstep: Class 27 contains 13962 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13166 members 
Mstep: Class 31 contains 33225 members 
Mstep: Class 32 contains 7907 members 
Mstep: Class 33 contains 17944 members 
Mstep: Class 34 contains 30307 members 
Mstep: Class 35 contains 14081 members 
Mstep: Class 36 contains 18482 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9209 members 
Mstep: Class 40 contains 17528 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3804 members 
Mstep: Class 43 contains 29602 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4577 members 
Mstep: Class 46 contains 431 members 
Mstep: Class 47 contains 9275 members 
Mstep: Class 48 contains 4807 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768452.000000 Penalty: 165936.437500
Iteration 125Q: 51 clusters Score -6.476845e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 24078 members 
Mstep: Class 3 contains 8351 members 
Mstep: Class 4 contains 12277 members 
Mstep: Class 5 contains 7908 members 
Mstep: Class 6 contains 16405 members 
Mstep: Class 7 contains 8635 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 19029 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2211 members 
Mstep: Class 13 contains 25446 members 
Mstep: Class 14 contains 3088 members 
Mstep: Class 15 contains 89366 members 
Mstep: Class 16 contains 14331 members 
Mstep: Class 17 contains 1492 members 
Mstep: Class 18 contains 35518 members 
Mstep: Class 19 contains 40294 members 
Mstep: Class 20 contains 9844 members 
Mstep: Class 21 contains 20338 members 
Mstep: Class 22 contains 3315 members 
Mstep: Class 23 contains 1781 members 
Mstep: Class 24 contains 19546 members 
Mstep: Class 25 contains 4501 members 
Mstep: Class 26 contains 4672 members 
Mstep: Class 27 contains 13963 members 
Mstep: Class 28 contains 770 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13171 members 
Mstep: Class 31 contains 33149 members 
Mstep: Class 32 contains 7909 members 
Mstep: Class 33 contains 17948 members 
Mstep: Class 34 contains 30293 members 
Mstep: Class 35 contains 14086 members 
Mstep: Class 36 contains 18468 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9209 members 
Mstep: Class 40 contains 17478 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3806 members 
Mstep: Class 43 contains 29629 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4596 members 
Mstep: Class 46 contains 431 members 
Mstep: Class 47 contains 9288 members 
Mstep: Class 48 contains 4813 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768608.000000 Penalty: 165936.437500
Iteration 126Q: 51 clusters Score -6.476861e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 24074 members 
Mstep: Class 3 contains 8334 members 
Mstep: Class 4 contains 12303 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 16413 members 
Mstep: Class 7 contains 8640 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 19045 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2211 members 
Mstep: Class 13 contains 25661 members 
Mstep: Class 14 contains 3089 members 
Mstep: Class 15 contains 89371 members 
Mstep: Class 16 contains 14332 members 
Mstep: Class 17 contains 1495 members 
Mstep: Class 18 contains 35534 members 
Mstep: Class 19 contains 40255 members 
Mstep: Class 20 contains 9843 members 
Mstep: Class 21 contains 20344 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 1776 members 
Mstep: Class 24 contains 19543 members 
Mstep: Class 25 contains 4503 members 
Mstep: Class 26 contains 4682 members 
Mstep: Class 27 contains 13964 members 
Mstep: Class 28 contains 769 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13172 members 
Mstep: Class 31 contains 33072 members 
Mstep: Class 32 contains 7911 members 
Mstep: Class 33 contains 17949 members 
Mstep: Class 34 contains 30280 members 
Mstep: Class 35 contains 14094 members 
Mstep: Class 36 contains 18460 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9208 members 
Mstep: Class 40 contains 17442 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3806 members 
Mstep: Class 43 contains 29658 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4598 members 
Mstep: Class 46 contains 431 members 
Mstep: Class 47 contains 9287 members 
Mstep: Class 48 contains 4815 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768628.000000 Penalty: 165936.437500
Iteration 127Q: 51 clusters Score -6.476863e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 24079 members 
Mstep: Class 3 contains 8329 members 
Mstep: Class 4 contains 12323 members 
Mstep: Class 5 contains 7883 members 
Mstep: Class 6 contains 16412 members 
Mstep: Class 7 contains 8646 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 19058 members 
Mstep: Class 10 contains 14618 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2211 members 
Mstep: Class 13 contains 25866 members 
Mstep: Class 14 contains 3090 members 
Mstep: Class 15 contains 89375 members 
Mstep: Class 16 contains 14323 members 
Mstep: Class 17 contains 1495 members 
Mstep: Class 18 contains 35541 members 
Mstep: Class 19 contains 40230 members 
Mstep: Class 20 contains 9841 members 
Mstep: Class 21 contains 20359 members 
Mstep: Class 22 contains 3321 members 
Mstep: Class 23 contains 1771 members 
Mstep: Class 24 contains 19536 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4696 members 
Mstep: Class 27 contains 13964 members 
Mstep: Class 28 contains 769 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13171 members 
Mstep: Class 31 contains 32981 members 
Mstep: Class 32 contains 7912 members 
Mstep: Class 33 contains 17948 members 
Mstep: Class 34 contains 30264 members 
Mstep: Class 35 contains 14098 members 
Mstep: Class 36 contains 18450 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9205 members 
Mstep: Class 40 contains 17410 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3805 members 
Mstep: Class 43 contains 29692 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4599 members 
Mstep: Class 46 contains 431 members 
Mstep: Class 47 contains 9285 members 
Mstep: Class 48 contains 4818 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768800.000000 Penalty: 165936.437500
Iteration 128Q: 51 clusters Score -6.47688e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 24085 members 
Mstep: Class 3 contains 8330 members 
Mstep: Class 4 contains 12335 members 
Mstep: Class 5 contains 7873 members 
Mstep: Class 6 contains 16412 members 
Mstep: Class 7 contains 8646 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 19074 members 
Mstep: Class 10 contains 14618 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2211 members 
Mstep: Class 13 contains 26057 members 
Mstep: Class 14 contains 3091 members 
Mstep: Class 15 contains 89379 members 
Mstep: Class 16 contains 14318 members 
Mstep: Class 17 contains 1496 members 
Mstep: Class 18 contains 35541 members 
Mstep: Class 19 contains 40191 members 
Mstep: Class 20 contains 9840 members 
Mstep: Class 21 contains 20368 members 
Mstep: Class 22 contains 3322 members 
Mstep: Class 23 contains 1767 members 
Mstep: Class 24 contains 19533 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4711 members 
Mstep: Class 27 contains 13959 members 
Mstep: Class 28 contains 769 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13168 members 
Mstep: Class 31 contains 32901 members 
Mstep: Class 32 contains 7913 members 
Mstep: Class 33 contains 17952 members 
Mstep: Class 34 contains 30253 members 
Mstep: Class 35 contains 14101 members 
Mstep: Class 36 contains 18451 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9206 members 
Mstep: Class 40 contains 17386 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3806 members 
Mstep: Class 43 contains 29718 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4600 members 
Mstep: Class 46 contains 431 members 
Mstep: Class 47 contains 9294 members 
Mstep: Class 48 contains 4820 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768836.000000 Penalty: 165936.437500
Iteration 129Q: 51 clusters Score -6.476884e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 24083 members 
Mstep: Class 3 contains 8331 members 
Mstep: Class 4 contains 12351 members 
Mstep: Class 5 contains 7866 members 
Mstep: Class 6 contains 16414 members 
Mstep: Class 7 contains 8645 members 
Mstep: Class 8 contains 3654 members 
Mstep: Class 9 contains 19082 members 
Mstep: Class 10 contains 14619 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2210 members 
Mstep: Class 13 contains 26242 members 
Mstep: Class 14 contains 3094 members 
Mstep: Class 15 contains 89383 members 
Mstep: Class 16 contains 14313 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 35559 members 
Mstep: Class 19 contains 40165 members 
Mstep: Class 20 contains 9839 members 
Mstep: Class 21 contains 20372 members 
Mstep: Class 22 contains 3325 members 
Mstep: Class 23 contains 1763 members 
Mstep: Class 24 contains 19528 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4727 members 
Mstep: Class 27 contains 13954 members 
Mstep: Class 28 contains 769 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13168 members 
Mstep: Class 31 contains 32816 members 
Mstep: Class 32 contains 7909 members 
Mstep: Class 33 contains 17952 members 
Mstep: Class 34 contains 30232 members 
Mstep: Class 35 contains 14102 members 
Mstep: Class 36 contains 18444 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9205 members 
Mstep: Class 40 contains 17361 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3807 members 
Mstep: Class 43 contains 29764 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4600 members 
Mstep: Class 46 contains 431 members 
Mstep: Class 47 contains 9308 members 
Mstep: Class 48 contains 4821 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768876.000000 Penalty: 165936.437500
Iteration 130Q: 51 clusters Score -6.476888e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 24071 members 
Mstep: Class 3 contains 8334 members 
Mstep: Class 4 contains 12364 members 
Mstep: Class 5 contains 7868 members 
Mstep: Class 6 contains 16413 members 
Mstep: Class 7 contains 8645 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 19091 members 
Mstep: Class 10 contains 14620 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 26411 members 
Mstep: Class 14 contains 3096 members 
Mstep: Class 15 contains 89386 members 
Mstep: Class 16 contains 14308 members 
Mstep: Class 17 contains 1496 members 
Mstep: Class 18 contains 35564 members 
Mstep: Class 19 contains 40146 members 
Mstep: Class 20 contains 9839 members 
Mstep: Class 21 contains 20370 members 
Mstep: Class 22 contains 3325 members 
Mstep: Class 23 contains 1761 members 
Mstep: Class 24 contains 19523 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4737 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 769 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13169 members 
Mstep: Class 31 contains 32734 members 
Mstep: Class 32 contains 7911 members 
Mstep: Class 33 contains 17953 members 
Mstep: Class 34 contains 30220 members 
Mstep: Class 35 contains 14102 members 
Mstep: Class 36 contains 18437 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9205 members 
Mstep: Class 40 contains 17339 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3808 members 
Mstep: Class 43 contains 29803 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4601 members 
Mstep: Class 46 contains 431 members 
Mstep: Class 47 contains 9316 members 
Mstep: Class 48 contains 4822 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768836.000000 Penalty: 165936.437500
Iteration 131Q: 51 clusters Score -6.476884e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 24062 members 
Mstep: Class 3 contains 8324 members 
Mstep: Class 4 contains 12376 members 
Mstep: Class 5 contains 7866 members 
Mstep: Class 6 contains 16410 members 
Mstep: Class 7 contains 8648 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 19095 members 
Mstep: Class 10 contains 14619 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 26580 members 
Mstep: Class 14 contains 3097 members 
Mstep: Class 15 contains 89384 members 
Mstep: Class 16 contains 14304 members 
Mstep: Class 17 contains 1496 members 
Mstep: Class 18 contains 35564 members 
Mstep: Class 19 contains 40126 members 
Mstep: Class 20 contains 9839 members 
Mstep: Class 21 contains 20384 members 
Mstep: Class 22 contains 3328 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 19519 members 
Mstep: Class 25 contains 4503 members 
Mstep: Class 26 contains 4750 members 
Mstep: Class 27 contains 13957 members 
Mstep: Class 28 contains 769 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13171 members 
Mstep: Class 31 contains 32675 members 
Mstep: Class 32 contains 7911 members 
Mstep: Class 33 contains 17958 members 
Mstep: Class 34 contains 30205 members 
Mstep: Class 35 contains 14098 members 
Mstep: Class 36 contains 18428 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9204 members 
Mstep: Class 40 contains 17310 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3812 members 
Mstep: Class 43 contains 29815 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4601 members 
Mstep: Class 46 contains 431 members 
Mstep: Class 47 contains 9320 members 
Mstep: Class 48 contains 4824 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768932.000000 Penalty: 165936.437500
Iteration 132Q: 51 clusters Score -6.476893e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 24058 members 
Mstep: Class 3 contains 8317 members 
Mstep: Class 4 contains 12373 members 
Mstep: Class 5 contains 7870 members 
Mstep: Class 6 contains 16409 members 
Mstep: Class 7 contains 8652 members 
Mstep: Class 8 contains 3657 members 
Mstep: Class 9 contains 19101 members 
Mstep: Class 10 contains 14619 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 26707 members 
Mstep: Class 14 contains 3101 members 
Mstep: Class 15 contains 89385 members 
Mstep: Class 16 contains 14300 members 
Mstep: Class 17 contains 1496 members 
Mstep: Class 18 contains 35555 members 
Mstep: Class 19 contains 40117 members 
Mstep: Class 20 contains 9839 members 
Mstep: Class 21 contains 20390 members 
Mstep: Class 22 contains 3327 members 
Mstep: Class 23 contains 1762 members 
Mstep: Class 24 contains 19517 members 
Mstep: Class 25 contains 4503 members 
Mstep: Class 26 contains 4759 members 
Mstep: Class 27 contains 13957 members 
Mstep: Class 28 contains 769 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13169 members 
Mstep: Class 31 contains 32623 members 
Mstep: Class 32 contains 7911 members 
Mstep: Class 33 contains 17958 members 
Mstep: Class 34 contains 30192 members 
Mstep: Class 35 contains 14095 members 
Mstep: Class 36 contains 18426 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9204 members 
Mstep: Class 40 contains 17283 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3812 members 
Mstep: Class 43 contains 29845 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4599 members 
Mstep: Class 46 contains 431 members 
Mstep: Class 47 contains 9325 members 
Mstep: Class 48 contains 4826 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768804.000000 Penalty: 165936.437500
Iteration 133Q: 51 clusters Score -6.47688e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 24055 members 
Mstep: Class 3 contains 8311 members 
Mstep: Class 4 contains 12376 members 
Mstep: Class 5 contains 7877 members 
Mstep: Class 6 contains 16410 members 
Mstep: Class 7 contains 8653 members 
Mstep: Class 8 contains 3659 members 
Mstep: Class 9 contains 19104 members 
Mstep: Class 10 contains 14618 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 26816 members 
Mstep: Class 14 contains 3103 members 
Mstep: Class 15 contains 89388 members 
Mstep: Class 16 contains 14302 members 
Mstep: Class 17 contains 1496 members 
Mstep: Class 18 contains 35562 members 
Mstep: Class 19 contains 40100 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20391 members 
Mstep: Class 22 contains 3329 members 
Mstep: Class 23 contains 1762 members 
Mstep: Class 24 contains 19511 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 13954 members 
Mstep: Class 28 contains 769 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13166 members 
Mstep: Class 31 contains 32581 members 
Mstep: Class 32 contains 7914 members 
Mstep: Class 33 contains 17964 members 
Mstep: Class 34 contains 30173 members 
Mstep: Class 35 contains 14094 members 
Mstep: Class 36 contains 18419 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9207 members 
Mstep: Class 40 contains 17255 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3815 members 
Mstep: Class 43 contains 29852 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4598 members 
Mstep: Class 46 contains 431 members 
Mstep: Class 47 contains 9333 members 
Mstep: Class 48 contains 4826 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768804.000000 Penalty: 165936.437500
Iteration 134Q: 51 clusters Score -6.47688e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 24057 members 
Mstep: Class 3 contains 8307 members 
Mstep: Class 4 contains 12378 members 
Mstep: Class 5 contains 7884 members 
Mstep: Class 6 contains 16411 members 
Mstep: Class 7 contains 8652 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19109 members 
Mstep: Class 10 contains 14618 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 26934 members 
Mstep: Class 14 contains 3104 members 
Mstep: Class 15 contains 89388 members 
Mstep: Class 16 contains 14299 members 
Mstep: Class 17 contains 1496 members 
Mstep: Class 18 contains 35563 members 
Mstep: Class 19 contains 40086 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20388 members 
Mstep: Class 22 contains 3331 members 
Mstep: Class 23 contains 1762 members 
Mstep: Class 24 contains 19511 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4783 members 
Mstep: Class 27 contains 13958 members 
Mstep: Class 28 contains 769 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 32539 members 
Mstep: Class 32 contains 7915 members 
Mstep: Class 33 contains 17965 members 
Mstep: Class 34 contains 30154 members 
Mstep: Class 35 contains 14093 members 
Mstep: Class 36 contains 18412 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9207 members 
Mstep: Class 40 contains 17233 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3819 members 
Mstep: Class 43 contains 29861 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4596 members 
Mstep: Class 46 contains 431 members 
Mstep: Class 47 contains 9334 members 
Mstep: Class 48 contains 4826 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768808.000000 Penalty: 165936.437500
Iteration 135Q: 51 clusters Score -6.476881e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 24056 members 
Mstep: Class 3 contains 8308 members 
Mstep: Class 4 contains 12381 members 
Mstep: Class 5 contains 7889 members 
Mstep: Class 6 contains 16411 members 
Mstep: Class 7 contains 8652 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19110 members 
Mstep: Class 10 contains 14618 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27019 members 
Mstep: Class 14 contains 3104 members 
Mstep: Class 15 contains 89387 members 
Mstep: Class 16 contains 14295 members 
Mstep: Class 17 contains 1496 members 
Mstep: Class 18 contains 35552 members 
Mstep: Class 19 contains 40090 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20387 members 
Mstep: Class 22 contains 3329 members 
Mstep: Class 23 contains 1762 members 
Mstep: Class 24 contains 19509 members 
Mstep: Class 25 contains 4505 members 
Mstep: Class 26 contains 4788 members 
Mstep: Class 27 contains 13961 members 
Mstep: Class 28 contains 769 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 32508 members 
Mstep: Class 32 contains 7916 members 
Mstep: Class 33 contains 17967 members 
Mstep: Class 34 contains 30144 members 
Mstep: Class 35 contains 14095 members 
Mstep: Class 36 contains 18409 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9206 members 
Mstep: Class 40 contains 17215 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3820 members 
Mstep: Class 43 contains 29878 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4596 members 
Mstep: Class 46 contains 431 members 
Mstep: Class 47 contains 9330 members 
Mstep: Class 48 contains 4827 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768900.000000 Penalty: 165936.437500
Iteration 136Q: 51 clusters Score -6.47689e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 24051 members 
Mstep: Class 3 contains 8312 members 
Mstep: Class 4 contains 12383 members 
Mstep: Class 5 contains 7898 members 
Mstep: Class 6 contains 16408 members 
Mstep: Class 7 contains 8652 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19116 members 
Mstep: Class 10 contains 14618 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27098 members 
Mstep: Class 14 contains 3104 members 
Mstep: Class 15 contains 89387 members 
Mstep: Class 16 contains 14293 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 35549 members 
Mstep: Class 19 contains 40081 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20388 members 
Mstep: Class 22 contains 3329 members 
Mstep: Class 23 contains 1762 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 4505 members 
Mstep: Class 26 contains 4793 members 
Mstep: Class 27 contains 13961 members 
Mstep: Class 28 contains 769 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13163 members 
Mstep: Class 31 contains 32480 members 
Mstep: Class 32 contains 7914 members 
Mstep: Class 33 contains 17966 members 
Mstep: Class 34 contains 30137 members 
Mstep: Class 35 contains 14097 members 
Mstep: Class 36 contains 18406 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9207 members 
Mstep: Class 40 contains 17201 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3821 members 
Mstep: Class 43 contains 29897 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4596 members 
Mstep: Class 46 contains 431 members 
Mstep: Class 47 contains 9327 members 
Mstep: Class 48 contains 4827 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768888.000000 Penalty: 165936.437500
Iteration 137Q: 51 clusters Score -6.476889e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 24051 members 
Mstep: Class 3 contains 8310 members 
Mstep: Class 4 contains 12384 members 
Mstep: Class 5 contains 7902 members 
Mstep: Class 6 contains 16410 members 
Mstep: Class 7 contains 8652 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19122 members 
Mstep: Class 10 contains 14618 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27174 members 
Mstep: Class 14 contains 3104 members 
Mstep: Class 15 contains 89387 members 
Mstep: Class 16 contains 14294 members 
Mstep: Class 17 contains 1499 members 
Mstep: Class 18 contains 35546 members 
Mstep: Class 19 contains 40072 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20384 members 
Mstep: Class 22 contains 3329 members 
Mstep: Class 23 contains 1762 members 
Mstep: Class 24 contains 19508 members 
Mstep: Class 25 contains 4505 members 
Mstep: Class 26 contains 4796 members 
Mstep: Class 27 contains 13962 members 
Mstep: Class 28 contains 769 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13162 members 
Mstep: Class 31 contains 32449 members 
Mstep: Class 32 contains 7914 members 
Mstep: Class 33 contains 17966 members 
Mstep: Class 34 contains 30130 members 
Mstep: Class 35 contains 14101 members 
Mstep: Class 36 contains 18404 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9207 members 
Mstep: Class 40 contains 17195 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3821 members 
Mstep: Class 43 contains 29910 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4596 members 
Mstep: Class 46 contains 431 members 
Mstep: Class 47 contains 9327 members 
Mstep: Class 48 contains 4827 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768884.000000 Penalty: 165936.437500
Iteration 138Q: 51 clusters Score -6.476888e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 24051 members 
Mstep: Class 3 contains 8306 members 
Mstep: Class 4 contains 12387 members 
Mstep: Class 5 contains 7903 members 
Mstep: Class 6 contains 16413 members 
Mstep: Class 7 contains 8652 members 
Mstep: Class 8 contains 3659 members 
Mstep: Class 9 contains 19126 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27244 members 
Mstep: Class 14 contains 3104 members 
Mstep: Class 15 contains 89389 members 
Mstep: Class 16 contains 14296 members 
Mstep: Class 17 contains 1499 members 
Mstep: Class 18 contains 35546 members 
Mstep: Class 19 contains 40070 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20382 members 
Mstep: Class 22 contains 3332 members 
Mstep: Class 23 contains 1762 members 
Mstep: Class 24 contains 19507 members 
Mstep: Class 25 contains 4505 members 
Mstep: Class 26 contains 4800 members 
Mstep: Class 27 contains 13959 members 
Mstep: Class 28 contains 769 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13163 members 
Mstep: Class 31 contains 32419 members 
Mstep: Class 32 contains 7914 members 
Mstep: Class 33 contains 17970 members 
Mstep: Class 34 contains 30124 members 
Mstep: Class 35 contains 14102 members 
Mstep: Class 36 contains 18397 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9205 members 
Mstep: Class 40 contains 17189 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3821 members 
Mstep: Class 43 contains 29924 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4596 members 
Mstep: Class 46 contains 431 members 
Mstep: Class 47 contains 9324 members 
Mstep: Class 48 contains 4827 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768848.000000 Penalty: 165936.437500
Iteration 139Q: 51 clusters Score -6.476885e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 24050 members 
Mstep: Class 3 contains 8302 members 
Mstep: Class 4 contains 12385 members 
Mstep: Class 5 contains 7905 members 
Mstep: Class 6 contains 16414 members 
Mstep: Class 7 contains 8652 members 
Mstep: Class 8 contains 3659 members 
Mstep: Class 9 contains 19130 members 
Mstep: Class 10 contains 14616 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27299 members 
Mstep: Class 14 contains 3105 members 
Mstep: Class 15 contains 89388 members 
Mstep: Class 16 contains 14300 members 
Mstep: Class 17 contains 1499 members 
Mstep: Class 18 contains 35544 members 
Mstep: Class 19 contains 40067 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20382 members 
Mstep: Class 22 contains 3332 members 
Mstep: Class 23 contains 1762 members 
Mstep: Class 24 contains 19506 members 
Mstep: Class 25 contains 4505 members 
Mstep: Class 26 contains 4808 members 
Mstep: Class 27 contains 13961 members 
Mstep: Class 28 contains 769 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13162 members 
Mstep: Class 31 contains 32395 members 
Mstep: Class 32 contains 7914 members 
Mstep: Class 33 contains 17975 members 
Mstep: Class 34 contains 30116 members 
Mstep: Class 35 contains 14103 members 
Mstep: Class 36 contains 18398 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9202 members 
Mstep: Class 40 contains 17180 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3822 members 
Mstep: Class 43 contains 29933 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4597 members 
Mstep: Class 46 contains 431 members 
Mstep: Class 47 contains 9320 members 
Mstep: Class 48 contains 4827 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768868.000000 Penalty: 165936.437500
Iteration 140F: 51 clusters Score -6.476887e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 24048 members 
Mstep: Class 3 contains 8300 members 
Mstep: Class 4 contains 12385 members 
Mstep: Class 5 contains 7894 members 
Mstep: Class 6 contains 16416 members 
Mstep: Class 7 contains 8652 members 
Mstep: Class 8 contains 3659 members 
Mstep: Class 9 contains 19132 members 
Mstep: Class 10 contains 14616 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27342 members 
Mstep: Class 14 contains 3107 members 
Mstep: Class 15 contains 89389 members 
Mstep: Class 16 contains 14301 members 
Mstep: Class 17 contains 1499 members 
Mstep: Class 18 contains 35552 members 
Mstep: Class 19 contains 40065 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20380 members 
Mstep: Class 22 contains 3331 members 
Mstep: Class 23 contains 1762 members 
Mstep: Class 24 contains 19505 members 
Mstep: Class 25 contains 4505 members 
Mstep: Class 26 contains 4812 members 
Mstep: Class 27 contains 13961 members 
Mstep: Class 28 contains 766 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13160 members 
Mstep: Class 31 contains 32373 members 
Mstep: Class 32 contains 7914 members 
Mstep: Class 33 contains 17977 members 
Mstep: Class 34 contains 30107 members 
Mstep: Class 35 contains 14102 members 
Mstep: Class 36 contains 18395 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9200 members 
Mstep: Class 40 contains 17177 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3822 members 
Mstep: Class 43 contains 29953 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4608 members 
Mstep: Class 46 contains 431 members 
Mstep: Class 47 contains 9315 members 
Mstep: Class 48 contains 4827 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768820.000000 Penalty: 165936.437500
Iteration 141Q: 51 clusters Score -6.476882e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 24046 members 
Mstep: Class 3 contains 8298 members 
Mstep: Class 4 contains 12385 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 16423 members 
Mstep: Class 7 contains 8653 members 
Mstep: Class 8 contains 3659 members 
Mstep: Class 9 contains 19134 members 
Mstep: Class 10 contains 14616 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27387 members 
Mstep: Class 14 contains 3109 members 
Mstep: Class 15 contains 89389 members 
Mstep: Class 16 contains 14297 members 
Mstep: Class 17 contains 1499 members 
Mstep: Class 18 contains 35560 members 
Mstep: Class 19 contains 40061 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20380 members 
Mstep: Class 22 contains 3330 members 
Mstep: Class 23 contains 1762 members 
Mstep: Class 24 contains 19504 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 13960 members 
Mstep: Class 28 contains 766 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13159 members 
Mstep: Class 31 contains 32351 members 
Mstep: Class 32 contains 7913 members 
Mstep: Class 33 contains 17977 members 
Mstep: Class 34 contains 30095 members 
Mstep: Class 35 contains 14100 members 
Mstep: Class 36 contains 18394 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9198 members 
Mstep: Class 40 contains 17173 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3822 members 
Mstep: Class 43 contains 29965 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4620 members 
Mstep: Class 46 contains 429 members 
Mstep: Class 47 contains 9315 members 
Mstep: Class 48 contains 4827 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768900.000000 Penalty: 165936.437500
Iteration 142Q: 51 clusters Score -6.47689e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 24043 members 
Mstep: Class 3 contains 8296 members 
Mstep: Class 4 contains 12385 members 
Mstep: Class 5 contains 7886 members 
Mstep: Class 6 contains 16425 members 
Mstep: Class 7 contains 8653 members 
Mstep: Class 8 contains 3659 members 
Mstep: Class 9 contains 19139 members 
Mstep: Class 10 contains 14616 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27425 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89389 members 
Mstep: Class 16 contains 14295 members 
Mstep: Class 17 contains 1499 members 
Mstep: Class 18 contains 35571 members 
Mstep: Class 19 contains 40062 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20378 members 
Mstep: Class 22 contains 3331 members 
Mstep: Class 23 contains 1763 members 
Mstep: Class 24 contains 19504 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4816 members 
Mstep: Class 27 contains 13960 members 
Mstep: Class 28 contains 763 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13158 members 
Mstep: Class 31 contains 32343 members 
Mstep: Class 32 contains 7910 members 
Mstep: Class 33 contains 17976 members 
Mstep: Class 34 contains 30082 members 
Mstep: Class 35 contains 14099 members 
Mstep: Class 36 contains 18393 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9197 members 
Mstep: Class 40 contains 17167 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3822 members 
Mstep: Class 43 contains 29963 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4632 members 
Mstep: Class 46 contains 429 members 
Mstep: Class 47 contains 9312 members 
Mstep: Class 48 contains 4827 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768932.000000 Penalty: 165936.437500
Iteration 143Q: 51 clusters Score -6.476893e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 24040 members 
Mstep: Class 3 contains 8294 members 
Mstep: Class 4 contains 12387 members 
Mstep: Class 5 contains 7881 members 
Mstep: Class 6 contains 16424 members 
Mstep: Class 7 contains 8653 members 
Mstep: Class 8 contains 3659 members 
Mstep: Class 9 contains 19142 members 
Mstep: Class 10 contains 14615 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27456 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89390 members 
Mstep: Class 16 contains 14296 members 
Mstep: Class 17 contains 1499 members 
Mstep: Class 18 contains 35575 members 
Mstep: Class 19 contains 40057 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20378 members 
Mstep: Class 22 contains 3331 members 
Mstep: Class 23 contains 1764 members 
Mstep: Class 24 contains 19500 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4817 members 
Mstep: Class 27 contains 13961 members 
Mstep: Class 28 contains 756 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13160 members 
Mstep: Class 31 contains 32329 members 
Mstep: Class 32 contains 7911 members 
Mstep: Class 33 contains 17976 members 
Mstep: Class 34 contains 30077 members 
Mstep: Class 35 contains 14099 members 
Mstep: Class 36 contains 18391 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9197 members 
Mstep: Class 40 contains 17164 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3821 members 
Mstep: Class 43 contains 29971 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4638 members 
Mstep: Class 46 contains 428 members 
Mstep: Class 47 contains 9311 members 
Mstep: Class 48 contains 4827 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768984.000000 Penalty: 165936.437500
Iteration 144Q: 51 clusters Score -6.476898e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 24038 members 
Mstep: Class 3 contains 8292 members 
Mstep: Class 4 contains 12387 members 
Mstep: Class 5 contains 7878 members 
Mstep: Class 6 contains 16426 members 
Mstep: Class 7 contains 8654 members 
Mstep: Class 8 contains 3659 members 
Mstep: Class 9 contains 19148 members 
Mstep: Class 10 contains 14616 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27481 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89391 members 
Mstep: Class 16 contains 14295 members 
Mstep: Class 17 contains 1499 members 
Mstep: Class 18 contains 35570 members 
Mstep: Class 19 contains 40055 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20381 members 
Mstep: Class 22 contains 3331 members 
Mstep: Class 23 contains 1766 members 
Mstep: Class 24 contains 19498 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4818 members 
Mstep: Class 27 contains 13960 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13159 members 
Mstep: Class 31 contains 32314 members 
Mstep: Class 32 contains 7911 members 
Mstep: Class 33 contains 17976 members 
Mstep: Class 34 contains 30076 members 
Mstep: Class 35 contains 14097 members 
Mstep: Class 36 contains 18389 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9199 members 
Mstep: Class 40 contains 17161 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3822 members 
Mstep: Class 43 contains 29979 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4637 members 
Mstep: Class 46 contains 426 members 
Mstep: Class 47 contains 9308 members 
Mstep: Class 48 contains 4828 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769196.000000 Penalty: 165936.437500
Iteration 145Q: 51 clusters Score -6.47692e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 24036 members 
Mstep: Class 3 contains 8290 members 
Mstep: Class 4 contains 12388 members 
Mstep: Class 5 contains 7878 members 
Mstep: Class 6 contains 16427 members 
Mstep: Class 7 contains 8656 members 
Mstep: Class 8 contains 3659 members 
Mstep: Class 9 contains 19153 members 
Mstep: Class 10 contains 14616 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27494 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89391 members 
Mstep: Class 16 contains 14294 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35569 members 
Mstep: Class 19 contains 40052 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20383 members 
Mstep: Class 22 contains 3333 members 
Mstep: Class 23 contains 1766 members 
Mstep: Class 24 contains 19495 members 
Mstep: Class 25 contains 4503 members 
Mstep: Class 26 contains 4819 members 
Mstep: Class 27 contains 13960 members 
Mstep: Class 28 contains 735 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13159 members 
Mstep: Class 31 contains 32292 members 
Mstep: Class 32 contains 7911 members 
Mstep: Class 33 contains 17976 members 
Mstep: Class 34 contains 30074 members 
Mstep: Class 35 contains 14097 members 
Mstep: Class 36 contains 18388 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9204 members 
Mstep: Class 40 contains 17160 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3824 members 
Mstep: Class 43 contains 29991 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4637 members 
Mstep: Class 46 contains 426 members 
Mstep: Class 47 contains 9303 members 
Mstep: Class 48 contains 4828 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769356.000000 Penalty: 165936.437500
Iteration 146Q: 51 clusters Score -6.476936e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 24036 members 
Mstep: Class 3 contains 8287 members 
Mstep: Class 4 contains 12390 members 
Mstep: Class 5 contains 7875 members 
Mstep: Class 6 contains 16427 members 
Mstep: Class 7 contains 8658 members 
Mstep: Class 8 contains 3659 members 
Mstep: Class 9 contains 19156 members 
Mstep: Class 10 contains 14616 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27506 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89391 members 
Mstep: Class 16 contains 14295 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35571 members 
Mstep: Class 19 contains 40052 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20386 members 
Mstep: Class 22 contains 3334 members 
Mstep: Class 23 contains 1766 members 
Mstep: Class 24 contains 19492 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4820 members 
Mstep: Class 27 contains 13960 members 
Mstep: Class 28 contains 723 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13158 members 
Mstep: Class 31 contains 32270 members 
Mstep: Class 32 contains 7911 members 
Mstep: Class 33 contains 17978 members 
Mstep: Class 34 contains 30073 members 
Mstep: Class 35 contains 14097 members 
Mstep: Class 36 contains 18386 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9204 members 
Mstep: Class 40 contains 17160 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 30008 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4636 members 
Mstep: Class 46 contains 425 members 
Mstep: Class 47 contains 9300 members 
Mstep: Class 48 contains 4826 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769824.000000 Penalty: 165936.437500
Iteration 147Q: 51 clusters Score -6.476982e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 24035 members 
Mstep: Class 3 contains 8286 members 
Mstep: Class 4 contains 12389 members 
Mstep: Class 5 contains 7875 members 
Mstep: Class 6 contains 16428 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3659 members 
Mstep: Class 9 contains 19154 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27521 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89391 members 
Mstep: Class 16 contains 14295 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35574 members 
Mstep: Class 19 contains 40043 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20390 members 
Mstep: Class 22 contains 3333 members 
Mstep: Class 23 contains 1767 members 
Mstep: Class 24 contains 19491 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4823 members 
Mstep: Class 27 contains 13961 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13160 members 
Mstep: Class 31 contains 32246 members 
Mstep: Class 32 contains 7911 members 
Mstep: Class 33 contains 17976 members 
Mstep: Class 34 contains 30071 members 
Mstep: Class 35 contains 14098 members 
Mstep: Class 36 contains 18384 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9206 members 
Mstep: Class 40 contains 17159 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3827 members 
Mstep: Class 43 contains 30027 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4635 members 
Mstep: Class 46 contains 424 members 
Mstep: Class 47 contains 9295 members 
Mstep: Class 48 contains 4827 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770352.000000 Penalty: 165936.437500
Iteration 148Q: 51 clusters Score -6.477035e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 24033 members 
Mstep: Class 3 contains 8284 members 
Mstep: Class 4 contains 12390 members 
Mstep: Class 5 contains 7875 members 
Mstep: Class 6 contains 16430 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3659 members 
Mstep: Class 9 contains 19153 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27532 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89391 members 
Mstep: Class 16 contains 14298 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35573 members 
Mstep: Class 19 contains 40038 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20390 members 
Mstep: Class 22 contains 3332 members 
Mstep: Class 23 contains 1768 members 
Mstep: Class 24 contains 19492 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4823 members 
Mstep: Class 27 contains 13959 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13162 members 
Mstep: Class 31 contains 32231 members 
Mstep: Class 32 contains 7911 members 
Mstep: Class 33 contains 17974 members 
Mstep: Class 34 contains 30068 members 
Mstep: Class 35 contains 14100 members 
Mstep: Class 36 contains 18385 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9205 members 
Mstep: Class 40 contains 17158 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3829 members 
Mstep: Class 43 contains 30048 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4635 members 
Mstep: Class 46 contains 424 members 
Mstep: Class 47 contains 9287 members 
Mstep: Class 48 contains 4827 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770288.000000 Penalty: 165936.437500
Iteration 149Q: 51 clusters Score -6.477029e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 24035 members 
Mstep: Class 3 contains 8281 members 
Mstep: Class 4 contains 12390 members 
Mstep: Class 5 contains 7876 members 
Mstep: Class 6 contains 16430 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3659 members 
Mstep: Class 9 contains 19153 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27550 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89391 members 
Mstep: Class 16 contains 14297 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35571 members 
Mstep: Class 19 contains 40032 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20389 members 
Mstep: Class 22 contains 3333 members 
Mstep: Class 23 contains 1768 members 
Mstep: Class 24 contains 19492 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4824 members 
Mstep: Class 27 contains 13957 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13163 members 
Mstep: Class 31 contains 32213 members 
Mstep: Class 32 contains 7911 members 
Mstep: Class 33 contains 17976 members 
Mstep: Class 34 contains 30066 members 
Mstep: Class 35 contains 14101 members 
Mstep: Class 36 contains 18383 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9204 members 
Mstep: Class 40 contains 17158 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3829 members 
Mstep: Class 43 contains 30068 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4635 members 
Mstep: Class 46 contains 424 members 
Mstep: Class 47 contains 9284 members 
Mstep: Class 48 contains 4827 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770312.000000 Penalty: 165936.437500
Iteration 150Q: 51 clusters Score -6.477031e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 24033 members 
Mstep: Class 3 contains 8278 members 
Mstep: Class 4 contains 12391 members 
Mstep: Class 5 contains 7875 members 
Mstep: Class 6 contains 16430 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3658 members 
Mstep: Class 9 contains 19154 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27562 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89392 members 
Mstep: Class 16 contains 14297 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35572 members 
Mstep: Class 19 contains 40027 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20389 members 
Mstep: Class 22 contains 3333 members 
Mstep: Class 23 contains 1768 members 
Mstep: Class 24 contains 19492 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4824 members 
Mstep: Class 27 contains 13957 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13163 members 
Mstep: Class 31 contains 32194 members 
Mstep: Class 32 contains 7911 members 
Mstep: Class 33 contains 17976 members 
Mstep: Class 34 contains 30063 members 
Mstep: Class 35 contains 14103 members 
Mstep: Class 36 contains 18382 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9204 members 
Mstep: Class 40 contains 17158 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30086 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4635 members 
Mstep: Class 46 contains 424 members 
Mstep: Class 47 contains 9285 members 
Mstep: Class 48 contains 4827 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770292.000000 Penalty: 165936.437500
Iteration 151Q: 51 clusters Score -6.477029e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 24033 members 
Mstep: Class 3 contains 8277 members 
Mstep: Class 4 contains 12391 members 
Mstep: Class 5 contains 7874 members 
Mstep: Class 6 contains 16430 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3659 members 
Mstep: Class 9 contains 19154 members 
Mstep: Class 10 contains 14616 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27570 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89393 members 
Mstep: Class 16 contains 14296 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35575 members 
Mstep: Class 19 contains 40022 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20389 members 
Mstep: Class 22 contains 3333 members 
Mstep: Class 23 contains 1769 members 
Mstep: Class 24 contains 19492 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4824 members 
Mstep: Class 27 contains 13957 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13163 members 
Mstep: Class 31 contains 32180 members 
Mstep: Class 32 contains 7910 members 
Mstep: Class 33 contains 17976 members 
Mstep: Class 34 contains 30061 members 
Mstep: Class 35 contains 14103 members 
Mstep: Class 36 contains 18380 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9203 members 
Mstep: Class 40 contains 17158 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30107 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4635 members 
Mstep: Class 46 contains 424 members 
Mstep: Class 47 contains 9280 members 
Mstep: Class 48 contains 4827 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770300.000000 Penalty: 165936.437500
Iteration 152Q: 51 clusters Score -6.47703e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 24032 members 
Mstep: Class 3 contains 8277 members 
Mstep: Class 4 contains 12391 members 
Mstep: Class 5 contains 7873 members 
Mstep: Class 6 contains 16429 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19155 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27576 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89393 members 
Mstep: Class 16 contains 14297 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35576 members 
Mstep: Class 19 contains 40020 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20389 members 
Mstep: Class 22 contains 3332 members 
Mstep: Class 23 contains 1769 members 
Mstep: Class 24 contains 19492 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4824 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13163 members 
Mstep: Class 31 contains 32165 members 
Mstep: Class 32 contains 7910 members 
Mstep: Class 33 contains 17976 members 
Mstep: Class 34 contains 30059 members 
Mstep: Class 35 contains 14104 members 
Mstep: Class 36 contains 18379 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9203 members 
Mstep: Class 40 contains 17157 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30128 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4635 members 
Mstep: Class 46 contains 424 members 
Mstep: Class 47 contains 9275 members 
Mstep: Class 48 contains 4827 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770272.000000 Penalty: 165936.437500
Iteration 153Q: 51 clusters Score -6.477027e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 24030 members 
Mstep: Class 3 contains 8277 members 
Mstep: Class 4 contains 12392 members 
Mstep: Class 5 contains 7872 members 
Mstep: Class 6 contains 16430 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19156 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27578 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89393 members 
Mstep: Class 16 contains 14297 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35576 members 
Mstep: Class 19 contains 40020 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20389 members 
Mstep: Class 22 contains 3333 members 
Mstep: Class 23 contains 1770 members 
Mstep: Class 24 contains 19492 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4824 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13163 members 
Mstep: Class 31 contains 32152 members 
Mstep: Class 32 contains 7909 members 
Mstep: Class 33 contains 17976 members 
Mstep: Class 34 contains 30059 members 
Mstep: Class 35 contains 14104 members 
Mstep: Class 36 contains 18380 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9203 members 
Mstep: Class 40 contains 17157 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30136 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4635 members 
Mstep: Class 46 contains 424 members 
Mstep: Class 47 contains 9276 members 
Mstep: Class 48 contains 4828 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770272.000000 Penalty: 165936.437500
Iteration 154Q: 51 clusters Score -6.477027e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 24027 members 
Mstep: Class 3 contains 8276 members 
Mstep: Class 4 contains 12392 members 
Mstep: Class 5 contains 7872 members 
Mstep: Class 6 contains 16429 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19157 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27580 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89392 members 
Mstep: Class 16 contains 14297 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35578 members 
Mstep: Class 19 contains 40020 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20389 members 
Mstep: Class 22 contains 3335 members 
Mstep: Class 23 contains 1770 members 
Mstep: Class 24 contains 19493 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4824 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 32138 members 
Mstep: Class 32 contains 7909 members 
Mstep: Class 33 contains 17975 members 
Mstep: Class 34 contains 30059 members 
Mstep: Class 35 contains 14103 members 
Mstep: Class 36 contains 18380 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9203 members 
Mstep: Class 40 contains 17157 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30147 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4636 members 
Mstep: Class 46 contains 424 members 
Mstep: Class 47 contains 9276 members 
Mstep: Class 48 contains 4828 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770276.000000 Penalty: 165936.437500
Iteration 155Q: 51 clusters Score -6.477028e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 24028 members 
Mstep: Class 3 contains 8275 members 
Mstep: Class 4 contains 12392 members 
Mstep: Class 5 contains 7872 members 
Mstep: Class 6 contains 16429 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19157 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27582 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89392 members 
Mstep: Class 16 contains 14297 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35581 members 
Mstep: Class 19 contains 40023 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20389 members 
Mstep: Class 22 contains 3336 members 
Mstep: Class 23 contains 1770 members 
Mstep: Class 24 contains 19493 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4824 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 32122 members 
Mstep: Class 32 contains 7909 members 
Mstep: Class 33 contains 17973 members 
Mstep: Class 34 contains 30056 members 
Mstep: Class 35 contains 14103 members 
Mstep: Class 36 contains 18380 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9203 members 
Mstep: Class 40 contains 17157 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30161 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4636 members 
Mstep: Class 46 contains 424 members 
Mstep: Class 47 contains 9274 members 
Mstep: Class 48 contains 4828 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770268.000000 Penalty: 165936.437500
Iteration 156Q: 51 clusters Score -6.477027e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 24029 members 
Mstep: Class 3 contains 8277 members 
Mstep: Class 4 contains 12392 members 
Mstep: Class 5 contains 7872 members 
Mstep: Class 6 contains 16429 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19157 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27584 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89392 members 
Mstep: Class 16 contains 14297 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35580 members 
Mstep: Class 19 contains 40021 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20389 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 1770 members 
Mstep: Class 24 contains 19494 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4824 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 32111 members 
Mstep: Class 32 contains 7909 members 
Mstep: Class 33 contains 17972 members 
Mstep: Class 34 contains 30055 members 
Mstep: Class 35 contains 14104 members 
Mstep: Class 36 contains 18380 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9203 members 
Mstep: Class 40 contains 17156 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30173 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4636 members 
Mstep: Class 46 contains 424 members 
Mstep: Class 47 contains 9271 members 
Mstep: Class 48 contains 4828 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770240.000000 Penalty: 165936.437500
Iteration 157Q: 51 clusters Score -6.477024e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 24030 members 
Mstep: Class 3 contains 8277 members 
Mstep: Class 4 contains 12392 members 
Mstep: Class 5 contains 7872 members 
Mstep: Class 6 contains 16429 members 
Mstep: Class 7 contains 8661 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19157 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27587 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89392 members 
Mstep: Class 16 contains 14297 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35580 members 
Mstep: Class 19 contains 40020 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20389 members 
Mstep: Class 22 contains 3338 members 
Mstep: Class 23 contains 1770 members 
Mstep: Class 24 contains 19494 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4825 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 32100 members 
Mstep: Class 32 contains 7909 members 
Mstep: Class 33 contains 17971 members 
Mstep: Class 34 contains 30055 members 
Mstep: Class 35 contains 14105 members 
Mstep: Class 36 contains 18380 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9203 members 
Mstep: Class 40 contains 17155 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30183 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4636 members 
Mstep: Class 46 contains 424 members 
Mstep: Class 47 contains 9268 members 
Mstep: Class 48 contains 4828 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770228.000000 Penalty: 165936.437500
Iteration 158Q: 51 clusters Score -6.477023e+07 nChanged 26
Entering ConstructFrom: 
Score: -64770228.000000 Penalty: 165936.437500
Entering ConstructFrom: 
Trying to split cluster 1 (22820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Entering Unmasked Estep 
Score: -2492093.000000 Penalty: 2488.777344
	Iteration 0F: 2 clusters Score -2492093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2476136.000000 Penalty: 4977.554688
	Iteration 0F: 3 clusters Score -2476136 nChanged 10146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -2481883.750000 Penalty: 4977.554688
	Iteration 1F: 3 clusters Score -2481884 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2482721.500000 Penalty: 4977.554688
	Iteration 2F: 3 clusters Score -2482722 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2483717.500000 Penalty: 4977.554688
	Iteration 3F: 3 clusters Score -2483718 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2484891.250000 Penalty: 4977.554688
	Iteration 4F: 3 clusters Score -2484891 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2486012.250000 Penalty: 4977.554688
	Iteration 5F: 3 clusters Score -2486012 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2486929.250000 Penalty: 4977.554688
	Iteration 6F: 3 clusters Score -2486929 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2487636.750000 Penalty: 4977.554688
	Iteration 7F: 3 clusters Score -2487637 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2488139.500000 Penalty: 4977.554688
	Iteration 8Q: 3 clusters Score -2488140 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2488532.000000 Penalty: 4977.554688
	Iteration 9Q: 3 clusters Score -2488532 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2488968.750000 Penalty: 4977.554688
	Iteration 10Q: 3 clusters Score -2488969 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2489342.250000 Penalty: 4977.554688
	Iteration 11Q: 3 clusters Score -2489342 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2489686.000000 Penalty: 4977.554688
	Iteration 12Q: 3 clusters Score -2489686 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2489940.500000 Penalty: 4977.554688
	Iteration 13Q: 3 clusters Score -2489940 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2490140.500000 Penalty: 4977.554688
	Iteration 14Q: 3 clusters Score -2490140 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2490313.250000 Penalty: 4977.554688
	Iteration 15Q: 3 clusters Score -2490313 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2490425.750000 Penalty: 4977.554688
	Iteration 16Q: 3 clusters Score -2490426 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -2490517.750000 Penalty: 4977.554688
	Iteration 17Q: 3 clusters Score -2490518 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2490579.250000 Penalty: 4977.554688
	Iteration 18Q: 3 clusters Score -2490579 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2490619.750000 Penalty: 4977.554688
	Iteration 19Q: 3 clusters Score -2490620 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2490649.000000 Penalty: 4977.554688
	Iteration 20F: 3 clusters Score -2490649 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2490673.500000 Penalty: 4977.554688
	Iteration 21Q: 3 clusters Score -2490674 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2490695.250000 Penalty: 4977.554688
	Iteration 22Q: 3 clusters Score -2490695 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2490716.750000 Penalty: 4977.554688
	Iteration 23Q: 3 clusters Score -2490717 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2490728.750000 Penalty: 4977.554688
	Iteration 24Q: 3 clusters Score -2490729 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2490729.000000 Penalty: 4977.554688
	Iteration 25Q: 3 clusters Score -2490729 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2490739.500000 Penalty: 4977.554688
	Iteration 26Q: 3 clusters Score -2490740 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2490754.250000 Penalty: 4977.554688
	Iteration 27Q: 3 clusters Score -2490754 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2490766.250000 Penalty: 4977.554688
	Iteration 28Q: 3 clusters Score -2490766 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2490774.750000 Penalty: 4977.554688
	Iteration 29Q: 3 clusters Score -2490775 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2490787.750000 Penalty: 4977.554688
	Iteration 30Q: 3 clusters Score -2490788 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2490798.000000 Penalty: 4977.554688
	Iteration 31Q: 3 clusters Score -2490798 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2490806.000000 Penalty: 4977.554688
	Iteration 32Q: 3 clusters Score -2490806 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2490825.500000 Penalty: 4977.554688
	Iteration 33Q: 3 clusters Score -2490826 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2490830.750000 Penalty: 4977.554688
	Iteration 34Q: 3 clusters Score -2490831 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2490839.500000 Penalty: 4977.554688
	Iteration 35Q: 3 clusters Score -2490840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2490848.750000 Penalty: 4977.554688
	Iteration 36Q: 3 clusters Score -2490849 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2490850.500000 Penalty: 4977.554688
	Iteration 37Q: 3 clusters Score -2490850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2490852.000000 Penalty: 4977.554688
	Iteration 38Q: 3 clusters Score -2490852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2490852.750000 Penalty: 4977.554688
	Iteration 39Q: 3 clusters Score -2490853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2490852.750000 Penalty: 4977.554688
	Iteration 40F: 3 clusters Score -2490853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2490853.750000 Penalty: 4977.554688
	Iteration 41Q: 3 clusters Score -2490854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2490857.500000 Penalty: 4977.554688
	Iteration 42Q: 3 clusters Score -2490858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2490865.000000 Penalty: 4977.554688
	Iteration 43Q: 3 clusters Score -2490865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2490858.250000 Penalty: 4977.554688
	Iteration 44Q: 3 clusters Score -2490858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2490861.750000 Penalty: 4977.554688
	Iteration 45Q: 3 clusters Score -2490862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2490865.500000 Penalty: 4977.554688
	Iteration 46Q: 3 clusters Score -2490866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2490864.250000 Penalty: 4977.554688
	Iteration 47Q: 3 clusters Score -2490864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2490867.000000 Penalty: 4977.554688
	Iteration 48Q: 3 clusters Score -2490867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2490868.500000 Penalty: 4977.554688
	Iteration 49Q: 3 clusters Score -2490868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2490871.000000 Penalty: 4977.554688
	Iteration 50Q: 3 clusters Score -2490871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2490875.250000 Penalty: 4977.554688
	Iteration 51Q: 3 clusters Score -2490875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2490871.500000 Penalty: 4977.554688
	Iteration 52Q: 3 clusters Score -2490872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2490870.250000 Penalty: 4977.554688
	Iteration 53Q: 3 clusters Score -2490870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2490872.750000 Penalty: 4977.554688
	Iteration 54Q: 3 clusters Score -2490873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2490877.250000 Penalty: 4977.554688
	Iteration 55Q: 3 clusters Score -2490877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2490875.250000 Penalty: 4977.554688
	Iteration 56Q: 3 clusters Score -2490875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2490876.000000 Penalty: 4977.554688
	Iteration 57Q: 3 clusters Score -2490876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2490877.250000 Penalty: 4977.554688
	Iteration 58Q: 3 clusters Score -2490877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2490881.000000 Penalty: 4977.554688
	Iteration 59Q: 3 clusters Score -2490881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2490881.250000 Penalty: 4977.554688
	Iteration 60F: 3 clusters Score -2490881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2490879.750000 Penalty: 4977.554688
	Iteration 61Q: 3 clusters Score -2490880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2490879.750000 Penalty: 4977.554688
	Iteration 62F: 3 clusters Score -2490880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Entering Unmasked Estep 
Score: -2063051.250000 Penalty: 2501.600830
	Iteration 0F: 2 clusters Score -2063051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -2046333.750000 Penalty: 5003.201660
	Iteration 0F: 3 clusters Score -2046334 nChanged 10860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2052476.625000 Penalty: 5003.201660
	Iteration 1F: 3 clusters Score -2052477 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2053300.000000 Penalty: 5003.201660
	Iteration 2F: 3 clusters Score -2053300 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2054237.125000 Penalty: 5003.201660
	Iteration 3F: 3 clusters Score -2054237 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2055398.250000 Penalty: 5003.201660
	Iteration 4F: 3 clusters Score -2055398 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2056643.625000 Penalty: 5003.201660
	Iteration 5F: 3 clusters Score -2056644 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2057779.875000 Penalty: 5003.201660
	Iteration 6F: 3 clusters Score -2057780 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2058787.625000 Penalty: 5003.201660
	Iteration 7F: 3 clusters Score -2058788 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2059619.500000 Penalty: 5003.201660
	Iteration 8Q: 3 clusters Score -2059620 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -2060202.625000 Penalty: 5003.201660
	Iteration 9Q: 3 clusters Score -2060203 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2060620.250000 Penalty: 5003.201660
	Iteration 10Q: 3 clusters Score -2060620 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2060920.000000 Penalty: 5003.201660
	Iteration 11Q: 3 clusters Score -2060920 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -2061159.125000 Penalty: 5003.201660
	Iteration 12Q: 3 clusters Score -2061159 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2061369.250000 Penalty: 5003.201660
	Iteration 13Q: 3 clusters Score -2061369 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -2061550.375000 Penalty: 5003.201660
	Iteration 14Q: 3 clusters Score -2061550 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2061735.250000 Penalty: 5003.201660
	Iteration 15Q: 3 clusters Score -2061735 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -2061922.375000 Penalty: 5003.201660
	Iteration 16Q: 3 clusters Score -2061922 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -2062108.375000 Penalty: 5003.201660
	Iteration 17Q: 3 clusters Score -2062108 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -2062271.375000 Penalty: 5003.201660
	Iteration 18Q: 3 clusters Score -2062271 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -2062417.375000 Penalty: 5003.201660
	Iteration 19Q: 3 clusters Score -2062417 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -2062562.000000 Penalty: 5003.201660
	Iteration 20F: 3 clusters Score -2062562 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -2062710.125000 Penalty: 5003.201660
	Iteration 21Q: 3 clusters Score -2062710 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -2062808.125000 Penalty: 5003.201660
	Iteration 22Q: 3 clusters Score -2062808 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -2062900.750000 Penalty: 5003.201660
	Iteration 23Q: 3 clusters Score -2062901 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -2062972.125000 Penalty: 5003.201660
	Iteration 24Q: 3 clusters Score -2062972 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -2063038.500000 Penalty: 5003.201660
	Iteration 25Q: 3 clusters Score -2063038 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -2063102.875000 Penalty: 5003.201660
	Iteration 26Q: 3 clusters Score -2063103 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -2063144.875000 Penalty: 5003.201660
	Iteration 27Q: 3 clusters Score -2063145 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -2063197.875000 Penalty: 5003.201660
	Iteration 28Q: 3 clusters Score -2063198 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -2063230.500000 Penalty: 5003.201660
	Iteration 29Q: 3 clusters Score -2063230 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -2063251.000000 Penalty: 5003.201660
	Iteration 30Q: 3 clusters Score -2063251 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -2063260.250000 Penalty: 5003.201660
	Iteration 31Q: 3 clusters Score -2063260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -2063270.750000 Penalty: 5003.201660
	Iteration 32Q: 3 clusters Score -2063271 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -2063282.750000 Penalty: 5003.201660
	Iteration 33Q: 3 clusters Score -2063283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -2063289.875000 Penalty: 5003.201660
	Iteration 34Q: 3 clusters Score -2063290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -2063299.125000 Penalty: 5003.201660
	Iteration 35Q: 3 clusters Score -2063299 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -2063303.000000 Penalty: 5003.201660
	Iteration 36Q: 3 clusters Score -2063303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -2063309.500000 Penalty: 5003.201660
	Iteration 37Q: 3 clusters Score -2063310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -2063313.875000 Penalty: 5003.201660
	Iteration 38Q: 3 clusters Score -2063314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -2063315.375000 Penalty: 5003.201660
	Iteration 39Q: 3 clusters Score -2063315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -2063316.875000 Penalty: 5003.201660
	Iteration 40F: 3 clusters Score -2063317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -2063322.375000 Penalty: 5003.201660
	Iteration 41Q: 3 clusters Score -2063322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -2063323.625000 Penalty: 5003.201660
	Iteration 42Q: 3 clusters Score -2063324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -2063324.250000 Penalty: 5003.201660
	Iteration 43Q: 3 clusters Score -2063324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -2063325.875000 Penalty: 5003.201660
	Iteration 44Q: 3 clusters Score -2063326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -2063325.875000 Penalty: 5003.201660
	Iteration 45Q: 3 clusters Score -2063326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -2063326.375000 Penalty: 5003.201660
	Iteration 46Q: 3 clusters Score -2063326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -2063326.250000 Penalty: 5003.201660
	Iteration 47Q: 3 clusters Score -2063326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -2063327.500000 Penalty: 5003.201660
	Iteration 48Q: 3 clusters Score -2063328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -2063330.000000 Penalty: 5003.201660
	Iteration 49Q: 3 clusters Score -2063330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -2063330.500000 Penalty: 5003.201660
	Iteration 50Q: 3 clusters Score -2063330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -2063330.875000 Penalty: 5003.201660
	Iteration 51Q: 3 clusters Score -2063331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -2063333.125000 Penalty: 5003.201660
	Iteration 52Q: 3 clusters Score -2063333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -2063330.000000 Penalty: 5003.201660
	Iteration 53Q: 3 clusters Score -2063330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -2063330.500000 Penalty: 5003.201660
	Iteration 54Q: 3 clusters Score -2063330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -2063332.250000 Penalty: 5003.201660
	Iteration 55Q: 3 clusters Score -2063332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -2063332.625000 Penalty: 5003.201660
	Iteration 56Q: 3 clusters Score -2063333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -2063332.875000 Penalty: 5003.201660
	Iteration 57Q: 3 clusters Score -2063333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -2063332.875000 Penalty: 5003.201660
	Iteration 58F: 3 clusters Score -2063333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 1986 members 
Mstep: Class 3 contains 8276 members 
Mstep: Class 4 contains 12393 members 
Mstep: Class 5 contains 7872 members 
Mstep: Class 6 contains 16429 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19157 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27588 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89392 members 
Mstep: Class 16 contains 14297 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35582 members 
Mstep: Class 19 contains 40018 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20388 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 1770 members 
Mstep: Class 24 contains 19494 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4825 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 32091 members 
Mstep: Class 32 contains 7909 members 
Mstep: Class 33 contains 17971 members 
Mstep: Class 34 contains 30055 members 
Mstep: Class 35 contains 14104 members 
Mstep: Class 36 contains 18380 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9203 members 
Mstep: Class 40 contains 17155 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30195 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4635 members 
Mstep: Class 46 contains 424 members 
Mstep: Class 47 contains 9268 members 
Mstep: Class 48 contains 4828 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 293 members 
Mstep: Class 51 contains 22045 members 
Entering Unmasked Estep 
Score: -64769472.000000 Penalty: 169255.156250
Splitting cluster 2 changes total score from -64770228.000000 to -64769472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (8276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Entering Unmasked Estep 
Score: -824843.312500 Penalty: 2237.236572
	Iteration 0F: 2 clusters Score -824843.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -818311.625000 Penalty: 4474.473145
	Iteration 0F: 3 clusters Score -818311.6 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -820446.750000 Penalty: 4474.473145
	Iteration 1F: 3 clusters Score -820446.8 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -820971.375000 Penalty: 4474.473145
	Iteration 2F: 3 clusters Score -820971.4 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -821371.062500 Penalty: 4474.473145
	Iteration 3F: 3 clusters Score -821371.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -821708.625000 Penalty: 4474.473145
	Iteration 4F: 3 clusters Score -821708.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -821986.500000 Penalty: 4474.473145
	Iteration 5Q: 3 clusters Score -821986.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -822250.750000 Penalty: 4474.473145
	Iteration 6Q: 3 clusters Score -822250.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -822459.750000 Penalty: 4474.473145
	Iteration 7Q: 3 clusters Score -822459.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -822635.250000 Penalty: 4474.473145
	Iteration 8Q: 3 clusters Score -822635.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -822772.312500 Penalty: 4474.473145
	Iteration 9Q: 3 clusters Score -822772.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -822880.687500 Penalty: 4474.473145
	Iteration 10Q: 3 clusters Score -822880.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -822973.562500 Penalty: 4474.473145
	Iteration 11Q: 3 clusters Score -822973.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -823047.500000 Penalty: 4474.473145
	Iteration 12Q: 3 clusters Score -823047.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -823104.750000 Penalty: 4474.473145
	Iteration 13Q: 3 clusters Score -823104.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -823144.375000 Penalty: 4474.473145
	Iteration 14Q: 3 clusters Score -823144.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -823184.062500 Penalty: 4474.473145
	Iteration 15Q: 3 clusters Score -823184.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -823220.187500 Penalty: 4474.473145
	Iteration 16Q: 3 clusters Score -823220.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -823249.625000 Penalty: 4474.473145
	Iteration 17Q: 3 clusters Score -823249.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -823270.687500 Penalty: 4474.473145
	Iteration 18Q: 3 clusters Score -823270.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -823289.687500 Penalty: 4474.473145
	Iteration 19Q: 3 clusters Score -823289.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -823312.562500 Penalty: 4474.473145
	Iteration 20F: 3 clusters Score -823312.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -823345.500000 Penalty: 4474.473145
	Iteration 21Q: 3 clusters Score -823345.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -823373.750000 Penalty: 4474.473145
	Iteration 22Q: 3 clusters Score -823373.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -823404.312500 Penalty: 4474.473145
	Iteration 23Q: 3 clusters Score -823404.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -823427.187500 Penalty: 4474.473145
	Iteration 24Q: 3 clusters Score -823427.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -823442.812500 Penalty: 4474.473145
	Iteration 25Q: 3 clusters Score -823442.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -823460.375000 Penalty: 4474.473145
	Iteration 26Q: 3 clusters Score -823460.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -823473.625000 Penalty: 4474.473145
	Iteration 27Q: 3 clusters Score -823473.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -823487.000000 Penalty: 4474.473145
	Iteration 28Q: 3 clusters Score -823487 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -823501.000000 Penalty: 4474.473145
	Iteration 29Q: 3 clusters Score -823501 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -823510.750000 Penalty: 4474.473145
	Iteration 30Q: 3 clusters Score -823510.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -823521.125000 Penalty: 4474.473145
	Iteration 31Q: 3 clusters Score -823521.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -823527.812500 Penalty: 4474.473145
	Iteration 32Q: 3 clusters Score -823527.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -823534.062500 Penalty: 4474.473145
	Iteration 33Q: 3 clusters Score -823534.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -823543.625000 Penalty: 4474.473145
	Iteration 34Q: 3 clusters Score -823543.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -823559.750000 Penalty: 4474.473145
	Iteration 35Q: 3 clusters Score -823559.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -823572.687500 Penalty: 4474.473145
	Iteration 36Q: 3 clusters Score -823572.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -823579.500000 Penalty: 4474.473145
	Iteration 37Q: 3 clusters Score -823579.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -823587.750000 Penalty: 4474.473145
	Iteration 38Q: 3 clusters Score -823587.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -823600.375000 Penalty: 4474.473145
	Iteration 39Q: 3 clusters Score -823600.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -823631.750000 Penalty: 4474.473145
	Iteration 40F: 3 clusters Score -823631.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -823664.375000 Penalty: 4474.473145
	Iteration 41Q: 3 clusters Score -823664.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -823710.750000 Penalty: 4474.473145
	Iteration 42Q: 3 clusters Score -823710.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -823760.312500 Penalty: 4474.473145
	Iteration 43Q: 3 clusters Score -823760.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -823798.000000 Penalty: 4474.473145
	Iteration 44Q: 3 clusters Score -823798 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -823820.375000 Penalty: 4474.473145
	Iteration 45Q: 3 clusters Score -823820.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -823832.625000 Penalty: 4474.473145
	Iteration 46Q: 3 clusters Score -823832.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -823836.187500 Penalty: 4474.473145
	Iteration 47Q: 3 clusters Score -823836.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -823839.750000 Penalty: 4474.473145
	Iteration 48Q: 3 clusters Score -823839.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -823841.437500 Penalty: 4474.473145
	Iteration 49Q: 3 clusters Score -823841.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -823845.625000 Penalty: 4474.473145
	Iteration 50Q: 3 clusters Score -823845.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -823845.500000 Penalty: 4474.473145
	Iteration 51Q: 3 clusters Score -823845.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -823850.875000 Penalty: 4474.473145
	Iteration 52Q: 3 clusters Score -823850.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -823853.500000 Penalty: 4474.473145
	Iteration 53Q: 3 clusters Score -823853.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -823856.437500 Penalty: 4474.473145
	Iteration 54Q: 3 clusters Score -823856.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -823858.687500 Penalty: 4474.473145
	Iteration 55Q: 3 clusters Score -823858.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -823861.562500 Penalty: 4474.473145
	Iteration 56Q: 3 clusters Score -823861.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -823863.562500 Penalty: 4474.473145
	Iteration 57Q: 3 clusters Score -823863.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -823864.937500 Penalty: 4474.473145
	Iteration 58Q: 3 clusters Score -823864.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -823865.812500 Penalty: 4474.473145
	Iteration 59Q: 3 clusters Score -823865.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -823867.625000 Penalty: 4474.473145
	Iteration 60F: 3 clusters Score -823867.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -823868.750000 Penalty: 4474.473145
	Iteration 61Q: 3 clusters Score -823868.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -823871.375000 Penalty: 4474.473145
	Iteration 62Q: 3 clusters Score -823871.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -823874.250000 Penalty: 4474.473145
	Iteration 63Q: 3 clusters Score -823874.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -823880.375000 Penalty: 4474.473145
	Iteration 64Q: 3 clusters Score -823880.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -823882.875000 Penalty: 4474.473145
	Iteration 65Q: 3 clusters Score -823882.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -823885.062500 Penalty: 4474.473145
	Iteration 66Q: 3 clusters Score -823885.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -823887.812500 Penalty: 4474.473145
	Iteration 67Q: 3 clusters Score -823887.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -823887.875000 Penalty: 4474.473145
	Iteration 68Q: 3 clusters Score -823887.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -823888.187500 Penalty: 4474.473145
	Iteration 69Q: 3 clusters Score -823888.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -823887.687500 Penalty: 4474.473145
	Iteration 70Q: 3 clusters Score -823887.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -823888.500000 Penalty: 4474.473145
	Iteration 71Q: 3 clusters Score -823888.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -823887.937500 Penalty: 4474.473145
	Iteration 72Q: 3 clusters Score -823887.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -823890.562500 Penalty: 4474.473145
	Iteration 73Q: 3 clusters Score -823890.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -823891.125000 Penalty: 4474.473145
	Iteration 74Q: 3 clusters Score -823891.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -823890.437500 Penalty: 4474.473145
	Iteration 75Q: 3 clusters Score -823890.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -823891.937500 Penalty: 4474.473145
	Iteration 76Q: 3 clusters Score -823891.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -823892.125000 Penalty: 4474.473145
	Iteration 77Q: 3 clusters Score -823892.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -823891.500000 Penalty: 4474.473145
	Iteration 78Q: 3 clusters Score -823891.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -823891.500000 Penalty: 4474.473145
	Iteration 79F: 3 clusters Score -823891.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Entering Unmasked Estep 
Score: -1212810.375000 Penalty: 2337.371826
	Iteration 0F: 2 clusters Score -1212810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1203645.000000 Penalty: 4674.743652
	Iteration 0F: 3 clusters Score -1203645 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1206452.125000 Penalty: 4674.743652
	Iteration 1F: 3 clusters Score -1206452 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1206889.875000 Penalty: 4674.743652
	Iteration 2F: 3 clusters Score -1206890 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1207347.125000 Penalty: 4674.743652
	Iteration 3F: 3 clusters Score -1207347 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1207842.625000 Penalty: 4674.743652
	Iteration 4F: 3 clusters Score -1207843 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1208277.500000 Penalty: 4674.743652
	Iteration 5F: 3 clusters Score -1208278 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1208612.250000 Penalty: 4674.743652
	Iteration 6Q: 3 clusters Score -1208612 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1208886.500000 Penalty: 4674.743652
	Iteration 7Q: 3 clusters Score -1208886 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1209107.875000 Penalty: 4674.743652
	Iteration 8Q: 3 clusters Score -1209108 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1209311.125000 Penalty: 4674.743652
	Iteration 9Q: 3 clusters Score -1209311 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1209469.125000 Penalty: 4674.743652
	Iteration 10Q: 3 clusters Score -1209469 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1209617.125000 Penalty: 4674.743652
	Iteration 11Q: 3 clusters Score -1209617 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1209756.000000 Penalty: 4674.743652
	Iteration 12Q: 3 clusters Score -1209756 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1209884.250000 Penalty: 4674.743652
	Iteration 13Q: 3 clusters Score -1209884 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1209985.125000 Penalty: 4674.743652
	Iteration 14Q: 3 clusters Score -1209985 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1210075.625000 Penalty: 4674.743652
	Iteration 15Q: 3 clusters Score -1210076 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1210152.875000 Penalty: 4674.743652
	Iteration 16Q: 3 clusters Score -1210153 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1210222.500000 Penalty: 4674.743652
	Iteration 17Q: 3 clusters Score -1210222 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1210278.375000 Penalty: 4674.743652
	Iteration 18Q: 3 clusters Score -1210278 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1210322.625000 Penalty: 4674.743652
	Iteration 19Q: 3 clusters Score -1210323 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1210378.000000 Penalty: 4674.743652
	Iteration 20F: 3 clusters Score -1210378 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1210433.625000 Penalty: 4674.743652
	Iteration 21Q: 3 clusters Score -1210434 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1210480.750000 Penalty: 4674.743652
	Iteration 22Q: 3 clusters Score -1210481 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1210532.000000 Penalty: 4674.743652
	Iteration 23Q: 3 clusters Score -1210532 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1210571.375000 Penalty: 4674.743652
	Iteration 24Q: 3 clusters Score -1210571 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1210612.875000 Penalty: 4674.743652
	Iteration 25Q: 3 clusters Score -1210613 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1210656.375000 Penalty: 4674.743652
	Iteration 26Q: 3 clusters Score -1210656 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1210689.375000 Penalty: 4674.743652
	Iteration 27Q: 3 clusters Score -1210689 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1210718.875000 Penalty: 4674.743652
	Iteration 28Q: 3 clusters Score -1210719 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1210745.000000 Penalty: 4674.743652
	Iteration 29Q: 3 clusters Score -1210745 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1210778.750000 Penalty: 4674.743652
	Iteration 30Q: 3 clusters Score -1210779 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1210808.125000 Penalty: 4674.743652
	Iteration 31Q: 3 clusters Score -1210808 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1210828.500000 Penalty: 4674.743652
	Iteration 32Q: 3 clusters Score -1210828 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1210851.875000 Penalty: 4674.743652
	Iteration 33Q: 3 clusters Score -1210852 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1210881.125000 Penalty: 4674.743652
	Iteration 34Q: 3 clusters Score -1210881 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1210909.625000 Penalty: 4674.743652
	Iteration 35Q: 3 clusters Score -1210910 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1210948.250000 Penalty: 4674.743652
	Iteration 36Q: 3 clusters Score -1210948 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1210972.625000 Penalty: 4674.743652
	Iteration 37Q: 3 clusters Score -1210973 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1211003.500000 Penalty: 4674.743652
	Iteration 38Q: 3 clusters Score -1211004 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1211025.750000 Penalty: 4674.743652
	Iteration 39Q: 3 clusters Score -1211026 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1211054.125000 Penalty: 4674.743652
	Iteration 40F: 3 clusters Score -1211054 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1211084.625000 Penalty: 4674.743652
	Iteration 41Q: 3 clusters Score -1211085 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1211118.125000 Penalty: 4674.743652
	Iteration 42Q: 3 clusters Score -1211118 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1211144.000000 Penalty: 4674.743652
	Iteration 43Q: 3 clusters Score -1211144 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1211163.750000 Penalty: 4674.743652
	Iteration 44Q: 3 clusters Score -1211164 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1211184.125000 Penalty: 4674.743652
	Iteration 45Q: 3 clusters Score -1211184 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1211202.000000 Penalty: 4674.743652
	Iteration 46Q: 3 clusters Score -1211202 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1211227.625000 Penalty: 4674.743652
	Iteration 47Q: 3 clusters Score -1211228 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1211248.000000 Penalty: 4674.743652
	Iteration 48Q: 3 clusters Score -1211248 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1211261.500000 Penalty: 4674.743652
	Iteration 49Q: 3 clusters Score -1211262 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1211278.000000 Penalty: 4674.743652
	Iteration 50Q: 3 clusters Score -1211278 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1211292.625000 Penalty: 4674.743652
	Iteration 51Q: 3 clusters Score -1211293 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1211312.500000 Penalty: 4674.743652
	Iteration 52Q: 3 clusters Score -1211312 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1211327.875000 Penalty: 4674.743652
	Iteration 53Q: 3 clusters Score -1211328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1211335.500000 Penalty: 4674.743652
	Iteration 54Q: 3 clusters Score -1211336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1211348.000000 Penalty: 4674.743652
	Iteration 55Q: 3 clusters Score -1211348 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1211353.125000 Penalty: 4674.743652
	Iteration 56Q: 3 clusters Score -1211353 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1211365.375000 Penalty: 4674.743652
	Iteration 57Q: 3 clusters Score -1211365 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1211369.250000 Penalty: 4674.743652
	Iteration 58Q: 3 clusters Score -1211369 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1211380.875000 Penalty: 4674.743652
	Iteration 59Q: 3 clusters Score -1211381 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1211390.000000 Penalty: 4674.743652
	Iteration 60F: 3 clusters Score -1211390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1211401.625000 Penalty: 4674.743652
	Iteration 61Q: 3 clusters Score -1211402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1211409.375000 Penalty: 4674.743652
	Iteration 62Q: 3 clusters Score -1211409 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1211416.875000 Penalty: 4674.743652
	Iteration 63Q: 3 clusters Score -1211417 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1211424.750000 Penalty: 4674.743652
	Iteration 64Q: 3 clusters Score -1211425 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1211434.250000 Penalty: 4674.743652
	Iteration 65Q: 3 clusters Score -1211434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1211438.875000 Penalty: 4674.743652
	Iteration 66Q: 3 clusters Score -1211439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1211449.875000 Penalty: 4674.743652
	Iteration 67Q: 3 clusters Score -1211450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1211456.375000 Penalty: 4674.743652
	Iteration 68Q: 3 clusters Score -1211456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1211461.375000 Penalty: 4674.743652
	Iteration 69Q: 3 clusters Score -1211461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1211467.500000 Penalty: 4674.743652
	Iteration 70Q: 3 clusters Score -1211468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1211472.375000 Penalty: 4674.743652
	Iteration 71Q: 3 clusters Score -1211472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1211475.125000 Penalty: 4674.743652
	Iteration 72Q: 3 clusters Score -1211475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1211481.000000 Penalty: 4674.743652
	Iteration 73Q: 3 clusters Score -1211481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1211482.500000 Penalty: 4674.743652
	Iteration 74Q: 3 clusters Score -1211482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1211485.000000 Penalty: 4674.743652
	Iteration 75Q: 3 clusters Score -1211485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1211491.375000 Penalty: 4674.743652
	Iteration 76Q: 3 clusters Score -1211491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1211491.125000 Penalty: 4674.743652
	Iteration 77Q: 3 clusters Score -1211491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1211491.125000 Penalty: 4674.743652
	Iteration 78F: 3 clusters Score -1211491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Entering Unmasked Estep 
Score: -756760.062500 Penalty: 2224.824707
	Iteration 0F: 2 clusters Score -756760.1 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 4024 members 
Entering Unmasked Estep 
Score: -750364.375000 Penalty: 4449.649414
	Iteration 0F: 3 clusters Score -750364.4 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -752340.187500 Penalty: 4449.649414
	Iteration 1F: 3 clusters Score -752340.2 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -752773.750000 Penalty: 4449.649414
	Iteration 2F: 3 clusters Score -752773.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -753143.000000 Penalty: 4449.649414
	Iteration 3F: 3 clusters Score -753143 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -753513.625000 Penalty: 4449.649414
	Iteration 4F: 3 clusters Score -753513.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -753880.812500 Penalty: 4449.649414
	Iteration 5F: 3 clusters Score -753880.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -754266.250000 Penalty: 4449.649414
	Iteration 6F: 3 clusters Score -754266.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -754573.750000 Penalty: 4449.649414
	Iteration 7Q: 3 clusters Score -754573.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -754820.687500 Penalty: 4449.649414
	Iteration 8Q: 3 clusters Score -754820.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -755021.937500 Penalty: 4449.649414
	Iteration 9Q: 3 clusters Score -755021.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -755147.687500 Penalty: 4449.649414
	Iteration 10Q: 3 clusters Score -755147.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -755236.875000 Penalty: 4449.649414
	Iteration 11Q: 3 clusters Score -755236.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -755298.562500 Penalty: 4449.649414
	Iteration 12Q: 3 clusters Score -755298.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -755346.000000 Penalty: 4449.649414
	Iteration 13Q: 3 clusters Score -755346 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -755392.062500 Penalty: 4449.649414
	Iteration 14Q: 3 clusters Score -755392.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -755429.375000 Penalty: 4449.649414
	Iteration 15Q: 3 clusters Score -755429.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -755450.125000 Penalty: 4449.649414
	Iteration 16Q: 3 clusters Score -755450.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -755471.125000 Penalty: 4449.649414
	Iteration 17Q: 3 clusters Score -755471.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -755487.250000 Penalty: 4449.649414
	Iteration 18Q: 3 clusters Score -755487.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -755512.625000 Penalty: 4449.649414
	Iteration 19Q: 3 clusters Score -755512.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -755535.750000 Penalty: 4449.649414
	Iteration 20F: 3 clusters Score -755535.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -755563.000000 Penalty: 4449.649414
	Iteration 21Q: 3 clusters Score -755563 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -755591.000000 Penalty: 4449.649414
	Iteration 22Q: 3 clusters Score -755591 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -755605.812500 Penalty: 4449.649414
	Iteration 23Q: 3 clusters Score -755605.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -755616.437500 Penalty: 4449.649414
	Iteration 24Q: 3 clusters Score -755616.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -755625.750000 Penalty: 4449.649414
	Iteration 25Q: 3 clusters Score -755625.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -755641.875000 Penalty: 4449.649414
	Iteration 26Q: 3 clusters Score -755641.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -755647.125000 Penalty: 4449.649414
	Iteration 27Q: 3 clusters Score -755647.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -755650.187500 Penalty: 4449.649414
	Iteration 28Q: 3 clusters Score -755650.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -755654.562500 Penalty: 4449.649414
	Iteration 29Q: 3 clusters Score -755654.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -755656.812500 Penalty: 4449.649414
	Iteration 30Q: 3 clusters Score -755656.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -755659.375000 Penalty: 4449.649414
	Iteration 31Q: 3 clusters Score -755659.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -755661.500000 Penalty: 4449.649414
	Iteration 32Q: 3 clusters Score -755661.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -755662.125000 Penalty: 4449.649414
	Iteration 33Q: 3 clusters Score -755662.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -755662.187500 Penalty: 4449.649414
	Iteration 34Q: 3 clusters Score -755662.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -755662.437500 Penalty: 4449.649414
	Iteration 35Q: 3 clusters Score -755662.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -755663.312500 Penalty: 4449.649414
	Iteration 36Q: 3 clusters Score -755663.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -755663.312500 Penalty: 4449.649414
	Iteration 37F: 3 clusters Score -755663.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Entering Unmasked Estep 
Score: -1782769.125000 Penalty: 2407.287109
	Iteration 0F: 2 clusters Score -1782769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1770902.125000 Penalty: 4814.574219
	Iteration 0F: 3 clusters Score -1770902 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1774619.125000 Penalty: 4814.574219
	Iteration 1F: 3 clusters Score -1774619 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1775008.750000 Penalty: 4814.574219
	Iteration 2F: 3 clusters Score -1775009 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1775296.875000 Penalty: 4814.574219
	Iteration 3Q: 3 clusters Score -1775297 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1775547.375000 Penalty: 4814.574219
	Iteration 4Q: 3 clusters Score -1775547 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1775793.500000 Penalty: 4814.574219
	Iteration 5Q: 3 clusters Score -1775794 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1776066.250000 Penalty: 4814.574219
	Iteration 6Q: 3 clusters Score -1776066 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1776410.750000 Penalty: 4814.574219
	Iteration 7Q: 3 clusters Score -1776411 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1776816.875000 Penalty: 4814.574219
	Iteration 8Q: 3 clusters Score -1776817 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1777308.125000 Penalty: 4814.574219
	Iteration 9Q: 3 clusters Score -1777308 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1777815.125000 Penalty: 4814.574219
	Iteration 10F: 3 clusters Score -1777815 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1778318.750000 Penalty: 4814.574219
	Iteration 11Q: 3 clusters Score -1778319 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1778747.000000 Penalty: 4814.574219
	Iteration 12Q: 3 clusters Score -1778747 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1779107.500000 Penalty: 4814.574219
	Iteration 13Q: 3 clusters Score -1779108 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1779392.875000 Penalty: 4814.574219
	Iteration 14Q: 3 clusters Score -1779393 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -1779633.500000 Penalty: 4814.574219
	Iteration 15Q: 3 clusters Score -1779634 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -1779857.625000 Penalty: 4814.574219
	Iteration 16Q: 3 clusters Score -1779858 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -1780044.750000 Penalty: 4814.574219
	Iteration 17Q: 3 clusters Score -1780045 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -1780182.250000 Penalty: 4814.574219
	Iteration 18Q: 3 clusters Score -1780182 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -1780297.000000 Penalty: 4814.574219
	Iteration 19Q: 3 clusters Score -1780297 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -1780398.000000 Penalty: 4814.574219
	Iteration 20F: 3 clusters Score -1780398 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -1780474.750000 Penalty: 4814.574219
	Iteration 21Q: 3 clusters Score -1780475 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -1780518.500000 Penalty: 4814.574219
	Iteration 22Q: 3 clusters Score -1780518 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -1780571.250000 Penalty: 4814.574219
	Iteration 23Q: 3 clusters Score -1780571 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -1780613.875000 Penalty: 4814.574219
	Iteration 24Q: 3 clusters Score -1780614 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -1780639.750000 Penalty: 4814.574219
	Iteration 25Q: 3 clusters Score -1780640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -1780660.875000 Penalty: 4814.574219
	Iteration 26Q: 3 clusters Score -1780661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -1780670.375000 Penalty: 4814.574219
	Iteration 27Q: 3 clusters Score -1780670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -1780683.750000 Penalty: 4814.574219
	Iteration 28Q: 3 clusters Score -1780684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -1780686.125000 Penalty: 4814.574219
	Iteration 29Q: 3 clusters Score -1780686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -1780691.375000 Penalty: 4814.574219
	Iteration 30Q: 3 clusters Score -1780691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -1780695.500000 Penalty: 4814.574219
	Iteration 31Q: 3 clusters Score -1780696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -1780703.750000 Penalty: 4814.574219
	Iteration 32Q: 3 clusters Score -1780704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -1780713.000000 Penalty: 4814.574219
	Iteration 33Q: 3 clusters Score -1780713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -1780715.625000 Penalty: 4814.574219
	Iteration 34Q: 3 clusters Score -1780716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -1780715.875000 Penalty: 4814.574219
	Iteration 35Q: 3 clusters Score -1780716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -1780718.750000 Penalty: 4814.574219
	Iteration 36Q: 3 clusters Score -1780719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -1780721.750000 Penalty: 4814.574219
	Iteration 37Q: 3 clusters Score -1780722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -1780722.500000 Penalty: 4814.574219
	Iteration 38Q: 3 clusters Score -1780722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -1780728.000000 Penalty: 4814.574219
	Iteration 39Q: 3 clusters Score -1780728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -1780730.750000 Penalty: 4814.574219
	Iteration 40F: 3 clusters Score -1780731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -1780733.875000 Penalty: 4814.574219
	Iteration 41Q: 3 clusters Score -1780734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -1780733.875000 Penalty: 4814.574219
	Iteration 42Q: 3 clusters Score -1780734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -1780734.875000 Penalty: 4814.574219
	Iteration 43Q: 3 clusters Score -1780735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -1780733.875000 Penalty: 4814.574219
	Iteration 44Q: 3 clusters Score -1780734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -1780735.000000 Penalty: 4814.574219
	Iteration 45Q: 3 clusters Score -1780735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -1780734.250000 Penalty: 4814.574219
	Iteration 46Q: 3 clusters Score -1780734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -1780734.875000 Penalty: 4814.574219
	Iteration 47Q: 3 clusters Score -1780735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -1780738.125000 Penalty: 4814.574219
	Iteration 48Q: 3 clusters Score -1780738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -1780738.125000 Penalty: 4814.574219
	Iteration 49F: 3 clusters Score -1780738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Entering Unmasked Estep 
Score: -937152.000000 Penalty: 2248.484619
	Iteration 0F: 2 clusters Score -937152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -930338.875000 Penalty: 4496.969238
	Iteration 0F: 3 clusters Score -930338.9 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -932440.250000 Penalty: 4496.969238
	Iteration 1F: 3 clusters Score -932440.2 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -933043.562500 Penalty: 4496.969238
	Iteration 2F: 3 clusters Score -933043.6 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -933669.125000 Penalty: 4496.969238
	Iteration 3F: 3 clusters Score -933669.1 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -934266.187500 Penalty: 4496.969238
	Iteration 4F: 3 clusters Score -934266.2 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -934810.375000 Penalty: 4496.969238
	Iteration 5F: 3 clusters Score -934810.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -935254.125000 Penalty: 4496.969238
	Iteration 6F: 3 clusters Score -935254.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -935567.000000 Penalty: 4496.969238
	Iteration 7Q: 3 clusters Score -935567 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -935770.187500 Penalty: 4496.969238
	Iteration 8Q: 3 clusters Score -935770.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -935909.187500 Penalty: 4496.969238
	Iteration 9Q: 3 clusters Score -935909.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -936008.375000 Penalty: 4496.969238
	Iteration 10Q: 3 clusters Score -936008.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -936062.812500 Penalty: 4496.969238
	Iteration 11Q: 3 clusters Score -936062.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -936099.937500 Penalty: 4496.969238
	Iteration 12Q: 3 clusters Score -936099.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -936136.187500 Penalty: 4496.969238
	Iteration 13Q: 3 clusters Score -936136.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -936182.875000 Penalty: 4496.969238
	Iteration 14Q: 3 clusters Score -936182.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -936230.625000 Penalty: 4496.969238
	Iteration 15Q: 3 clusters Score -936230.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -936273.875000 Penalty: 4496.969238
	Iteration 16Q: 3 clusters Score -936273.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -936324.375000 Penalty: 4496.969238
	Iteration 17Q: 3 clusters Score -936324.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -936381.500000 Penalty: 4496.969238
	Iteration 18Q: 3 clusters Score -936381.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -936415.562500 Penalty: 4496.969238
	Iteration 19Q: 3 clusters Score -936415.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -936437.500000 Penalty: 4496.969238
	Iteration 20F: 3 clusters Score -936437.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -936449.312500 Penalty: 4496.969238
	Iteration 21Q: 3 clusters Score -936449.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -936455.000000 Penalty: 4496.969238
	Iteration 22Q: 3 clusters Score -936455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -936456.000000 Penalty: 4496.969238
	Iteration 23Q: 3 clusters Score -936456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -936458.500000 Penalty: 4496.969238
	Iteration 24Q: 3 clusters Score -936458.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -936461.437500 Penalty: 4496.969238
	Iteration 25Q: 3 clusters Score -936461.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -936465.000000 Penalty: 4496.969238
	Iteration 26Q: 3 clusters Score -936465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -936466.000000 Penalty: 4496.969238
	Iteration 27Q: 3 clusters Score -936466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -936466.875000 Penalty: 4496.969238
	Iteration 28Q: 3 clusters Score -936466.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -936469.062500 Penalty: 4496.969238
	Iteration 29Q: 3 clusters Score -936469.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -936468.625000 Penalty: 4496.969238
	Iteration 30Q: 3 clusters Score -936468.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -936468.625000 Penalty: 4496.969238
	Iteration 31F: 3 clusters Score -936468.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Entering Unmasked Estep 
Score: -398452.906250 Penalty: 2034.894165
	Iteration 0F: 2 clusters Score -398452.9 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 1828 members 
Entering Unmasked Estep 
Score: -394748.343750 Penalty: 4069.788330
	Iteration 0F: 3 clusters Score -394748.3 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -395534.687500 Penalty: 4069.788330
	Iteration 1F: 3 clusters Score -395534.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -395737.187500 Penalty: 4069.788330
	Iteration 2F: 3 clusters Score -395737.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -395834.406250 Penalty: 4069.788330
	Iteration 3Q: 3 clusters Score -395834.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -395904.718750 Penalty: 4069.788330
	Iteration 4Q: 3 clusters Score -395904.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -395949.750000 Penalty: 4069.788330
	Iteration 5Q: 3 clusters Score -395949.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -395979.468750 Penalty: 4069.788330
	Iteration 6Q: 3 clusters Score -395979.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -396010.406250 Penalty: 4069.788330
	Iteration 7Q: 3 clusters Score -396010.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -396035.875000 Penalty: 4069.788330
	Iteration 8Q: 3 clusters Score -396035.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -396054.937500 Penalty: 4069.788330
	Iteration 9Q: 3 clusters Score -396054.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -396072.656250 Penalty: 4069.788330
	Iteration 10Q: 3 clusters Score -396072.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -396091.718750 Penalty: 4069.788330
	Iteration 11Q: 3 clusters Score -396091.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -396111.687500 Penalty: 4069.788330
	Iteration 12Q: 3 clusters Score -396111.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -396130.312500 Penalty: 4069.788330
	Iteration 13Q: 3 clusters Score -396130.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -396144.468750 Penalty: 4069.788330
	Iteration 14Q: 3 clusters Score -396144.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -396159.531250 Penalty: 4069.788330
	Iteration 15Q: 3 clusters Score -396159.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -396174.750000 Penalty: 4069.788330
	Iteration 16Q: 3 clusters Score -396174.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -396188.625000 Penalty: 4069.788330
	Iteration 17Q: 3 clusters Score -396188.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -396206.156250 Penalty: 4069.788330
	Iteration 18Q: 3 clusters Score -396206.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -396221.718750 Penalty: 4069.788330
	Iteration 19Q: 3 clusters Score -396221.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -396239.500000 Penalty: 4069.788330
	Iteration 20F: 3 clusters Score -396239.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -396260.781250 Penalty: 4069.788330
	Iteration 21Q: 3 clusters Score -396260.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -396275.093750 Penalty: 4069.788330
	Iteration 22Q: 3 clusters Score -396275.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -396291.406250 Penalty: 4069.788330
	Iteration 23Q: 3 clusters Score -396291.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -396311.281250 Penalty: 4069.788330
	Iteration 24Q: 3 clusters Score -396311.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -396334.875000 Penalty: 4069.788330
	Iteration 25Q: 3 clusters Score -396334.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -396363.031250 Penalty: 4069.788330
	Iteration 26Q: 3 clusters Score -396363 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -396393.875000 Penalty: 4069.788330
	Iteration 27Q: 3 clusters Score -396393.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -396423.125000 Penalty: 4069.788330
	Iteration 28Q: 3 clusters Score -396423.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -396456.468750 Penalty: 4069.788330
	Iteration 29Q: 3 clusters Score -396456.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -396491.781250 Penalty: 4069.788330
	Iteration 30Q: 3 clusters Score -396491.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -396533.781250 Penalty: 4069.788330
	Iteration 31Q: 3 clusters Score -396533.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -396598.531250 Penalty: 4069.788330
	Iteration 32Q: 3 clusters Score -396598.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -396705.687500 Penalty: 4069.788330
	Iteration 33Q: 3 clusters Score -396705.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -396854.375000 Penalty: 4069.788330
	Iteration 34Q: 3 clusters Score -396854.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -397136.812500 Penalty: 4069.788330
	Iteration 35Q: 3 clusters Score -397136.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -397666.156250 Penalty: 4069.788330
	Iteration 36Q: 3 clusters Score -397666.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -398668.250000 Penalty: 4069.788330
	Iteration 37F: 3 clusters Score -398668.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -399436.218750 Penalty: 4069.788330
	Iteration 38Q: 3 clusters Score -399436.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -399501.375000 Penalty: 4069.788330
	Iteration 39Q: 3 clusters Score -399501.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -399514.656250 Penalty: 4069.788330
	Iteration 40F: 3 clusters Score -399514.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -399517.218750 Penalty: 4069.788330
	Iteration 41Q: 3 clusters Score -399517.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -399516.843750 Penalty: 4069.788330
	Iteration 42Q: 3 clusters Score -399516.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -399519.625000 Penalty: 4069.788330
	Iteration 43Q: 3 clusters Score -399519.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -399520.468750 Penalty: 4069.788330
	Iteration 44Q: 3 clusters Score -399520.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -399520.468750 Penalty: 4069.788330
	Iteration 45F: 3 clusters Score -399520.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 24031 members 
Mstep: Class 3 contains 8276 members 
Mstep: Class 4 contains 12393 members 
Mstep: Class 5 contains 7872 members 
Mstep: Class 6 contains 16429 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 1499 members 
Mstep: Class 9 contains 19157 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27588 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89392 members 
Mstep: Class 16 contains 14297 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35582 members 
Mstep: Class 19 contains 40018 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20388 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 1770 members 
Mstep: Class 24 contains 19494 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4825 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 32091 members 
Mstep: Class 32 contains 7909 members 
Mstep: Class 33 contains 17971 members 
Mstep: Class 34 contains 30055 members 
Mstep: Class 35 contains 14104 members 
Mstep: Class 36 contains 18380 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9203 members 
Mstep: Class 40 contains 17155 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30195 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4635 members 
Mstep: Class 46 contains 424 members 
Mstep: Class 47 contains 9268 members 
Mstep: Class 48 contains 4828 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 293 members 
Mstep: Class 51 contains 2161 members 
Entering Unmasked Estep 
Score: -64770032.000000 Penalty: 169255.156250
Splitting cluster 8 changes total score from -64770228.000000 to -64770032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (19157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Entering Unmasked Estep 
Score: -1619266.875000 Penalty: 2445.385010
	Iteration 0F: 2 clusters Score -1619267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1605691.250000 Penalty: 4890.770020
	Iteration 0F: 3 clusters Score -1605691 nChanged 8430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1610456.625000 Penalty: 4890.770020
	Iteration 1F: 3 clusters Score -1610457 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1611370.750000 Penalty: 4890.770020
	Iteration 2F: 3 clusters Score -1611371 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1612377.625000 Penalty: 4890.770020
	Iteration 3F: 3 clusters Score -1612378 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1613356.375000 Penalty: 4890.770020
	Iteration 4F: 3 clusters Score -1613356 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1614185.750000 Penalty: 4890.770020
	Iteration 5F: 3 clusters Score -1614186 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1614790.875000 Penalty: 4890.770020
	Iteration 6F: 3 clusters Score -1614791 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1615224.750000 Penalty: 4890.770020
	Iteration 7Q: 3 clusters Score -1615225 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1615526.875000 Penalty: 4890.770020
	Iteration 8Q: 3 clusters Score -1615527 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1615747.250000 Penalty: 4890.770020
	Iteration 9Q: 3 clusters Score -1615747 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1615901.500000 Penalty: 4890.770020
	Iteration 10Q: 3 clusters Score -1615902 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1616042.250000 Penalty: 4890.770020
	Iteration 11Q: 3 clusters Score -1616042 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1616163.750000 Penalty: 4890.770020
	Iteration 12Q: 3 clusters Score -1616164 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1616291.625000 Penalty: 4890.770020
	Iteration 13Q: 3 clusters Score -1616292 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1616435.625000 Penalty: 4890.770020
	Iteration 14Q: 3 clusters Score -1616436 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1616625.500000 Penalty: 4890.770020
	Iteration 15Q: 3 clusters Score -1616626 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1616817.000000 Penalty: 4890.770020
	Iteration 16Q: 3 clusters Score -1616817 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1617001.500000 Penalty: 4890.770020
	Iteration 17Q: 3 clusters Score -1617002 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1617175.000000 Penalty: 4890.770020
	Iteration 18Q: 3 clusters Score -1617175 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1617335.125000 Penalty: 4890.770020
	Iteration 19Q: 3 clusters Score -1617335 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1617458.625000 Penalty: 4890.770020
	Iteration 20F: 3 clusters Score -1617459 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1617585.500000 Penalty: 4890.770020
	Iteration 21Q: 3 clusters Score -1617586 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1617697.375000 Penalty: 4890.770020
	Iteration 22Q: 3 clusters Score -1617697 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1617786.375000 Penalty: 4890.770020
	Iteration 23Q: 3 clusters Score -1617786 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1617847.500000 Penalty: 4890.770020
	Iteration 24Q: 3 clusters Score -1617848 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1617902.875000 Penalty: 4890.770020
	Iteration 25Q: 3 clusters Score -1617903 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1617951.750000 Penalty: 4890.770020
	Iteration 26Q: 3 clusters Score -1617952 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1617992.375000 Penalty: 4890.770020
	Iteration 27Q: 3 clusters Score -1617992 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1618026.375000 Penalty: 4890.770020
	Iteration 28Q: 3 clusters Score -1618026 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -1618060.750000 Penalty: 4890.770020
	Iteration 29Q: 3 clusters Score -1618061 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1618079.625000 Penalty: 4890.770020
	Iteration 30Q: 3 clusters Score -1618080 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1618092.125000 Penalty: 4890.770020
	Iteration 31Q: 3 clusters Score -1618092 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1618109.125000 Penalty: 4890.770020
	Iteration 32Q: 3 clusters Score -1618109 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1618125.000000 Penalty: 4890.770020
	Iteration 33Q: 3 clusters Score -1618125 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1618133.000000 Penalty: 4890.770020
	Iteration 34Q: 3 clusters Score -1618133 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1618142.000000 Penalty: 4890.770020
	Iteration 35Q: 3 clusters Score -1618142 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1618142.625000 Penalty: 4890.770020
	Iteration 36Q: 3 clusters Score -1618143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1618151.000000 Penalty: 4890.770020
	Iteration 37Q: 3 clusters Score -1618151 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1618151.750000 Penalty: 4890.770020
	Iteration 38Q: 3 clusters Score -1618152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1618154.500000 Penalty: 4890.770020
	Iteration 39Q: 3 clusters Score -1618154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1618154.250000 Penalty: 4890.770020
	Iteration 40F: 3 clusters Score -1618154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1618155.250000 Penalty: 4890.770020
	Iteration 41Q: 3 clusters Score -1618155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1618151.375000 Penalty: 4890.770020
	Iteration 42Q: 3 clusters Score -1618151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1618152.250000 Penalty: 4890.770020
	Iteration 43Q: 3 clusters Score -1618152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1618158.500000 Penalty: 4890.770020
	Iteration 44Q: 3 clusters Score -1618158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1618163.500000 Penalty: 4890.770020
	Iteration 45Q: 3 clusters Score -1618164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1618163.750000 Penalty: 4890.770020
	Iteration 46Q: 3 clusters Score -1618164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1618159.875000 Penalty: 4890.770020
	Iteration 47Q: 3 clusters Score -1618160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1618164.250000 Penalty: 4890.770020
	Iteration 48Q: 3 clusters Score -1618164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1618165.000000 Penalty: 4890.770020
	Iteration 49Q: 3 clusters Score -1618165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1618163.500000 Penalty: 4890.770020
	Iteration 50Q: 3 clusters Score -1618164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1618163.250000 Penalty: 4890.770020
	Iteration 51Q: 3 clusters Score -1618163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1618161.500000 Penalty: 4890.770020
	Iteration 52Q: 3 clusters Score -1618162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1618164.625000 Penalty: 4890.770020
	Iteration 53Q: 3 clusters Score -1618165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1618164.750000 Penalty: 4890.770020
	Iteration 54Q: 3 clusters Score -1618165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1618161.125000 Penalty: 4890.770020
	Iteration 55Q: 3 clusters Score -1618161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1618163.250000 Penalty: 4890.770020
	Iteration 56Q: 3 clusters Score -1618163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1618165.000000 Penalty: 4890.770020
	Iteration 57Q: 3 clusters Score -1618165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1618163.000000 Penalty: 4890.770020
	Iteration 58Q: 3 clusters Score -1618163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1618164.375000 Penalty: 4890.770020
	Iteration 59Q: 3 clusters Score -1618164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1618166.875000 Penalty: 4890.770020
	Iteration 60F: 3 clusters Score -1618167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1618166.250000 Penalty: 4890.770020
	Iteration 61Q: 3 clusters Score -1618166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1618167.375000 Penalty: 4890.770020
	Iteration 62Q: 3 clusters Score -1618167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1618167.375000 Penalty: 4890.770020
	Iteration 63Q: 3 clusters Score -1618167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1618165.625000 Penalty: 4890.770020
	Iteration 64Q: 3 clusters Score -1618166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1618165.250000 Penalty: 4890.770020
	Iteration 65Q: 3 clusters Score -1618165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1618163.750000 Penalty: 4890.770020
	Iteration 66Q: 3 clusters Score -1618164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1618161.500000 Penalty: 4890.770020
	Iteration 67Q: 3 clusters Score -1618162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1618165.875000 Penalty: 4890.770020
	Iteration 68Q: 3 clusters Score -1618166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1618166.000000 Penalty: 4890.770020
	Iteration 69Q: 3 clusters Score -1618166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1618169.750000 Penalty: 4890.770020
	Iteration 70Q: 3 clusters Score -1618170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1618169.125000 Penalty: 4890.770020
	Iteration 71Q: 3 clusters Score -1618169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1618170.875000 Penalty: 4890.770020
	Iteration 72Q: 3 clusters Score -1618171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1618171.625000 Penalty: 4890.770020
	Iteration 73Q: 3 clusters Score -1618172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1618170.375000 Penalty: 4890.770020
	Iteration 74Q: 3 clusters Score -1618170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1618170.000000 Penalty: 4890.770020
	Iteration 75Q: 3 clusters Score -1618170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1618170.000000 Penalty: 4890.770020
	Iteration 76F: 3 clusters Score -1618170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Entering Unmasked Estep 
Score: -1606754.875000 Penalty: 2378.305176
	Iteration 0F: 2 clusters Score -1606755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1596185.625000 Penalty: 4756.610352
	Iteration 0F: 3 clusters Score -1596186 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1599651.750000 Penalty: 4756.610352
	Iteration 1F: 3 clusters Score -1599652 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1600151.500000 Penalty: 4756.610352
	Iteration 2F: 3 clusters Score -1600152 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1600639.500000 Penalty: 4756.610352
	Iteration 3F: 3 clusters Score -1600640 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1601099.625000 Penalty: 4756.610352
	Iteration 4F: 3 clusters Score -1601100 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1601526.125000 Penalty: 4756.610352
	Iteration 5F: 3 clusters Score -1601526 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1601909.875000 Penalty: 4756.610352
	Iteration 6Q: 3 clusters Score -1601910 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1602234.625000 Penalty: 4756.610352
	Iteration 7Q: 3 clusters Score -1602235 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1602534.125000 Penalty: 4756.610352
	Iteration 8Q: 3 clusters Score -1602534 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1602773.750000 Penalty: 4756.610352
	Iteration 9Q: 3 clusters Score -1602774 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1602943.000000 Penalty: 4756.610352
	Iteration 10Q: 3 clusters Score -1602943 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1603070.625000 Penalty: 4756.610352
	Iteration 11Q: 3 clusters Score -1603071 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1603162.875000 Penalty: 4756.610352
	Iteration 12Q: 3 clusters Score -1603163 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1603227.250000 Penalty: 4756.610352
	Iteration 13Q: 3 clusters Score -1603227 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1603280.375000 Penalty: 4756.610352
	Iteration 14Q: 3 clusters Score -1603280 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1603325.125000 Penalty: 4756.610352
	Iteration 15Q: 3 clusters Score -1603325 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1603369.500000 Penalty: 4756.610352
	Iteration 16Q: 3 clusters Score -1603370 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1603394.750000 Penalty: 4756.610352
	Iteration 17Q: 3 clusters Score -1603395 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1603424.000000 Penalty: 4756.610352
	Iteration 18Q: 3 clusters Score -1603424 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1603453.500000 Penalty: 4756.610352
	Iteration 19Q: 3 clusters Score -1603454 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1603483.750000 Penalty: 4756.610352
	Iteration 20F: 3 clusters Score -1603484 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1603502.875000 Penalty: 4756.610352
	Iteration 21Q: 3 clusters Score -1603503 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1603522.000000 Penalty: 4756.610352
	Iteration 22Q: 3 clusters Score -1603522 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1603549.250000 Penalty: 4756.610352
	Iteration 23Q: 3 clusters Score -1603549 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1603560.125000 Penalty: 4756.610352
	Iteration 24Q: 3 clusters Score -1603560 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1603576.250000 Penalty: 4756.610352
	Iteration 25Q: 3 clusters Score -1603576 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1603591.375000 Penalty: 4756.610352
	Iteration 26Q: 3 clusters Score -1603591 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1603611.125000 Penalty: 4756.610352
	Iteration 27Q: 3 clusters Score -1603611 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1603625.500000 Penalty: 4756.610352
	Iteration 28Q: 3 clusters Score -1603626 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1603638.000000 Penalty: 4756.610352
	Iteration 29Q: 3 clusters Score -1603638 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1603650.000000 Penalty: 4756.610352
	Iteration 30Q: 3 clusters Score -1603650 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1603659.375000 Penalty: 4756.610352
	Iteration 31Q: 3 clusters Score -1603659 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1603669.125000 Penalty: 4756.610352
	Iteration 32Q: 3 clusters Score -1603669 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1603676.250000 Penalty: 4756.610352
	Iteration 33Q: 3 clusters Score -1603676 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1603684.750000 Penalty: 4756.610352
	Iteration 34Q: 3 clusters Score -1603685 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1603693.375000 Penalty: 4756.610352
	Iteration 35Q: 3 clusters Score -1603693 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1603705.250000 Penalty: 4756.610352
	Iteration 36Q: 3 clusters Score -1603705 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1603721.000000 Penalty: 4756.610352
	Iteration 37Q: 3 clusters Score -1603721 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1603736.000000 Penalty: 4756.610352
	Iteration 38Q: 3 clusters Score -1603736 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1603751.875000 Penalty: 4756.610352
	Iteration 39Q: 3 clusters Score -1603752 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1603767.500000 Penalty: 4756.610352
	Iteration 40F: 3 clusters Score -1603768 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1603789.875000 Penalty: 4756.610352
	Iteration 41Q: 3 clusters Score -1603790 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1603820.125000 Penalty: 4756.610352
	Iteration 42Q: 3 clusters Score -1603820 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1603840.125000 Penalty: 4756.610352
	Iteration 43Q: 3 clusters Score -1603840 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1603867.250000 Penalty: 4756.610352
	Iteration 44Q: 3 clusters Score -1603867 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1603910.625000 Penalty: 4756.610352
	Iteration 45Q: 3 clusters Score -1603911 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1603954.000000 Penalty: 4756.610352
	Iteration 46Q: 3 clusters Score -1603954 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1603982.625000 Penalty: 4756.610352
	Iteration 47Q: 3 clusters Score -1603983 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1604006.000000 Penalty: 4756.610352
	Iteration 48Q: 3 clusters Score -1604006 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1604029.125000 Penalty: 4756.610352
	Iteration 49Q: 3 clusters Score -1604029 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1604062.875000 Penalty: 4756.610352
	Iteration 50Q: 3 clusters Score -1604063 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1604084.000000 Penalty: 4756.610352
	Iteration 51Q: 3 clusters Score -1604084 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1604108.250000 Penalty: 4756.610352
	Iteration 52Q: 3 clusters Score -1604108 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1604126.625000 Penalty: 4756.610352
	Iteration 53Q: 3 clusters Score -1604127 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1604145.500000 Penalty: 4756.610352
	Iteration 54Q: 3 clusters Score -1604146 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1604165.375000 Penalty: 4756.610352
	Iteration 55Q: 3 clusters Score -1604165 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1604182.500000 Penalty: 4756.610352
	Iteration 56Q: 3 clusters Score -1604182 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1604197.750000 Penalty: 4756.610352
	Iteration 57Q: 3 clusters Score -1604198 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1604208.250000 Penalty: 4756.610352
	Iteration 58Q: 3 clusters Score -1604208 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1604221.875000 Penalty: 4756.610352
	Iteration 59Q: 3 clusters Score -1604222 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1604244.875000 Penalty: 4756.610352
	Iteration 60F: 3 clusters Score -1604245 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1604248.875000 Penalty: 4756.610352
	Iteration 61Q: 3 clusters Score -1604249 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1604265.750000 Penalty: 4756.610352
	Iteration 62Q: 3 clusters Score -1604266 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1604273.375000 Penalty: 4756.610352
	Iteration 63Q: 3 clusters Score -1604273 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1604282.375000 Penalty: 4756.610352
	Iteration 64Q: 3 clusters Score -1604282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1604289.625000 Penalty: 4756.610352
	Iteration 65Q: 3 clusters Score -1604290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1604294.375000 Penalty: 4756.610352
	Iteration 66Q: 3 clusters Score -1604294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1604299.375000 Penalty: 4756.610352
	Iteration 67Q: 3 clusters Score -1604299 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1604301.625000 Penalty: 4756.610352
	Iteration 68Q: 3 clusters Score -1604302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1604303.500000 Penalty: 4756.610352
	Iteration 69Q: 3 clusters Score -1604304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1604308.875000 Penalty: 4756.610352
	Iteration 70Q: 3 clusters Score -1604309 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1604318.000000 Penalty: 4756.610352
	Iteration 71Q: 3 clusters Score -1604318 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1604327.500000 Penalty: 4756.610352
	Iteration 72Q: 3 clusters Score -1604328 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1604332.750000 Penalty: 4756.610352
	Iteration 73Q: 3 clusters Score -1604333 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1604341.625000 Penalty: 4756.610352
	Iteration 74Q: 3 clusters Score -1604342 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1604342.500000 Penalty: 4756.610352
	Iteration 75Q: 3 clusters Score -1604342 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1604355.125000 Penalty: 4756.610352
	Iteration 76Q: 3 clusters Score -1604355 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1604364.000000 Penalty: 4756.610352
	Iteration 77Q: 3 clusters Score -1604364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1604371.500000 Penalty: 4756.610352
	Iteration 78Q: 3 clusters Score -1604372 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1604379.625000 Penalty: 4756.610352
	Iteration 79Q: 3 clusters Score -1604380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1604382.875000 Penalty: 4756.610352
	Iteration 80F: 3 clusters Score -1604383 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1604387.750000 Penalty: 4756.610352
	Iteration 81Q: 3 clusters Score -1604388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1604400.000000 Penalty: 4756.610352
	Iteration 82Q: 3 clusters Score -1604400 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1604406.000000 Penalty: 4756.610352
	Iteration 83Q: 3 clusters Score -1604406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1604411.000000 Penalty: 4756.610352
	Iteration 84Q: 3 clusters Score -1604411 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1604417.875000 Penalty: 4756.610352
	Iteration 85Q: 3 clusters Score -1604418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1604424.250000 Penalty: 4756.610352
	Iteration 86Q: 3 clusters Score -1604424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1604428.000000 Penalty: 4756.610352
	Iteration 87Q: 3 clusters Score -1604428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1604435.250000 Penalty: 4756.610352
	Iteration 88Q: 3 clusters Score -1604435 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1604444.375000 Penalty: 4756.610352
	Iteration 89Q: 3 clusters Score -1604444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1604448.750000 Penalty: 4756.610352
	Iteration 90Q: 3 clusters Score -1604449 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1604457.500000 Penalty: 4756.610352
	Iteration 91Q: 3 clusters Score -1604458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1604465.750000 Penalty: 4756.610352
	Iteration 92Q: 3 clusters Score -1604466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1604474.125000 Penalty: 4756.610352
	Iteration 93Q: 3 clusters Score -1604474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1604487.375000 Penalty: 4756.610352
	Iteration 94Q: 3 clusters Score -1604487 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1604492.750000 Penalty: 4756.610352
	Iteration 95Q: 3 clusters Score -1604493 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1604494.125000 Penalty: 4756.610352
	Iteration 96Q: 3 clusters Score -1604494 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1604508.125000 Penalty: 4756.610352
	Iteration 97Q: 3 clusters Score -1604508 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1604524.750000 Penalty: 4756.610352
	Iteration 98Q: 3 clusters Score -1604525 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1604535.125000 Penalty: 4756.610352
	Iteration 99Q: 3 clusters Score -1604535 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1604547.375000 Penalty: 4756.610352
	Iteration 100F: 3 clusters Score -1604547 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1604555.250000 Penalty: 4756.610352
	Iteration 101Q: 3 clusters Score -1604555 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1604563.750000 Penalty: 4756.610352
	Iteration 102Q: 3 clusters Score -1604564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1604566.750000 Penalty: 4756.610352
	Iteration 103Q: 3 clusters Score -1604567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1604568.875000 Penalty: 4756.610352
	Iteration 104Q: 3 clusters Score -1604569 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1604572.875000 Penalty: 4756.610352
	Iteration 105Q: 3 clusters Score -1604573 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1604580.375000 Penalty: 4756.610352
	Iteration 106Q: 3 clusters Score -1604580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1604577.500000 Penalty: 4756.610352
	Iteration 107Q: 3 clusters Score -1604578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1604584.125000 Penalty: 4756.610352
	Iteration 108Q: 3 clusters Score -1604584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1604585.875000 Penalty: 4756.610352
	Iteration 109Q: 3 clusters Score -1604586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1604592.875000 Penalty: 4756.610352
	Iteration 110Q: 3 clusters Score -1604593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1604590.125000 Penalty: 4756.610352
	Iteration 111Q: 3 clusters Score -1604590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1604593.875000 Penalty: 4756.610352
	Iteration 112Q: 3 clusters Score -1604594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1604596.125000 Penalty: 4756.610352
	Iteration 113Q: 3 clusters Score -1604596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1604595.250000 Penalty: 4756.610352
	Iteration 114Q: 3 clusters Score -1604595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1604595.125000 Penalty: 4756.610352
	Iteration 115Q: 3 clusters Score -1604595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1604595.375000 Penalty: 4756.610352
	Iteration 116Q: 3 clusters Score -1604595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1604597.500000 Penalty: 4756.610352
	Iteration 117Q: 3 clusters Score -1604598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1604601.875000 Penalty: 4756.610352
	Iteration 118Q: 3 clusters Score -1604602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1604601.500000 Penalty: 4756.610352
	Iteration 119Q: 3 clusters Score -1604602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1604604.625000 Penalty: 4756.610352
	Iteration 120F: 3 clusters Score -1604605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1604607.500000 Penalty: 4756.610352
	Iteration 121Q: 3 clusters Score -1604608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1604608.625000 Penalty: 4756.610352
	Iteration 122Q: 3 clusters Score -1604609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1604612.000000 Penalty: 4756.610352
	Iteration 123Q: 3 clusters Score -1604612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1604613.625000 Penalty: 4756.610352
	Iteration 124Q: 3 clusters Score -1604614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1604613.750000 Penalty: 4756.610352
	Iteration 125Q: 3 clusters Score -1604614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1604613.000000 Penalty: 4756.610352
	Iteration 126Q: 3 clusters Score -1604613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1604614.750000 Penalty: 4756.610352
	Iteration 127Q: 3 clusters Score -1604615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1604613.375000 Penalty: 4756.610352
	Iteration 128Q: 3 clusters Score -1604613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1604615.750000 Penalty: 4756.610352
	Iteration 129Q: 3 clusters Score -1604616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1604616.500000 Penalty: 4756.610352
	Iteration 130Q: 3 clusters Score -1604616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1604614.500000 Penalty: 4756.610352
	Iteration 131Q: 3 clusters Score -1604614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1604617.500000 Penalty: 4756.610352
	Iteration 132Q: 3 clusters Score -1604618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1604618.750000 Penalty: 4756.610352
	Iteration 133Q: 3 clusters Score -1604619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1604616.625000 Penalty: 4756.610352
	Iteration 134Q: 3 clusters Score -1604617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1604620.500000 Penalty: 4756.610352
	Iteration 135Q: 3 clusters Score -1604620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1604619.875000 Penalty: 4756.610352
	Iteration 136Q: 3 clusters Score -1604620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1604621.750000 Penalty: 4756.610352
	Iteration 137Q: 3 clusters Score -1604622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1604622.625000 Penalty: 4756.610352
	Iteration 138Q: 3 clusters Score -1604623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1604621.750000 Penalty: 4756.610352
	Iteration 139Q: 3 clusters Score -1604622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1604624.500000 Penalty: 4756.610352
	Iteration 140F: 3 clusters Score -1604624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1604623.250000 Penalty: 4756.610352
	Iteration 141Q: 3 clusters Score -1604623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1604625.750000 Penalty: 4756.610352
	Iteration 142Q: 3 clusters Score -1604626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1604629.250000 Penalty: 4756.610352
	Iteration 143Q: 3 clusters Score -1604629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1604629.375000 Penalty: 4756.610352
	Iteration 144Q: 3 clusters Score -1604629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1604631.375000 Penalty: 4756.610352
	Iteration 145Q: 3 clusters Score -1604631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1604633.500000 Penalty: 4756.610352
	Iteration 146Q: 3 clusters Score -1604634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1604638.000000 Penalty: 4756.610352
	Iteration 147Q: 3 clusters Score -1604638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1604636.625000 Penalty: 4756.610352
	Iteration 148Q: 3 clusters Score -1604637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1604636.250000 Penalty: 4756.610352
	Iteration 149Q: 3 clusters Score -1604636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1604638.000000 Penalty: 4756.610352
	Iteration 150Q: 3 clusters Score -1604638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1604640.875000 Penalty: 4756.610352
	Iteration 151Q: 3 clusters Score -1604641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1604641.000000 Penalty: 4756.610352
	Iteration 152Q: 3 clusters Score -1604641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1604645.500000 Penalty: 4756.610352
	Iteration 153Q: 3 clusters Score -1604646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1604643.875000 Penalty: 4756.610352
	Iteration 154Q: 3 clusters Score -1604644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1604649.750000 Penalty: 4756.610352
	Iteration 155Q: 3 clusters Score -1604650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1604654.375000 Penalty: 4756.610352
	Iteration 156Q: 3 clusters Score -1604654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1604657.625000 Penalty: 4756.610352
	Iteration 157Q: 3 clusters Score -1604658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1604663.125000 Penalty: 4756.610352
	Iteration 158Q: 3 clusters Score -1604663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1604664.875000 Penalty: 4756.610352
	Iteration 159Q: 3 clusters Score -1604665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1604673.875000 Penalty: 4756.610352
	Iteration 160F: 3 clusters Score -1604674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1604678.750000 Penalty: 4756.610352
	Iteration 161Q: 3 clusters Score -1604679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1604685.625000 Penalty: 4756.610352
	Iteration 162Q: 3 clusters Score -1604686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1604691.875000 Penalty: 4756.610352
	Iteration 163Q: 3 clusters Score -1604692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1604698.500000 Penalty: 4756.610352
	Iteration 164Q: 3 clusters Score -1604698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1604704.875000 Penalty: 4756.610352
	Iteration 165Q: 3 clusters Score -1604705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1604702.750000 Penalty: 4756.610352
	Iteration 166Q: 3 clusters Score -1604703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1604711.000000 Penalty: 4756.610352
	Iteration 167Q: 3 clusters Score -1604711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1604711.250000 Penalty: 4756.610352
	Iteration 168Q: 3 clusters Score -1604711 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1604719.125000 Penalty: 4756.610352
	Iteration 169Q: 3 clusters Score -1604719 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1604717.375000 Penalty: 4756.610352
	Iteration 170Q: 3 clusters Score -1604717 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1604725.625000 Penalty: 4756.610352
	Iteration 171Q: 3 clusters Score -1604726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1604735.875000 Penalty: 4756.610352
	Iteration 172Q: 3 clusters Score -1604736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1604739.500000 Penalty: 4756.610352
	Iteration 173Q: 3 clusters Score -1604740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1604746.250000 Penalty: 4756.610352
	Iteration 174Q: 3 clusters Score -1604746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1604748.625000 Penalty: 4756.610352
	Iteration 175Q: 3 clusters Score -1604749 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1604754.875000 Penalty: 4756.610352
	Iteration 176Q: 3 clusters Score -1604755 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1604761.000000 Penalty: 4756.610352
	Iteration 177Q: 3 clusters Score -1604761 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1604768.875000 Penalty: 4756.610352
	Iteration 178Q: 3 clusters Score -1604769 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1604784.000000 Penalty: 4756.610352
	Iteration 179Q: 3 clusters Score -1604784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1604794.875000 Penalty: 4756.610352
	Iteration 180F: 3 clusters Score -1604795 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1604808.125000 Penalty: 4756.610352
	Iteration 181Q: 3 clusters Score -1604808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1604819.875000 Penalty: 4756.610352
	Iteration 182Q: 3 clusters Score -1604820 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1604843.250000 Penalty: 4756.610352
	Iteration 183Q: 3 clusters Score -1604843 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1604859.000000 Penalty: 4756.610352
	Iteration 184Q: 3 clusters Score -1604859 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1604871.875000 Penalty: 4756.610352
	Iteration 185Q: 3 clusters Score -1604872 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1604895.000000 Penalty: 4756.610352
	Iteration 186Q: 3 clusters Score -1604895 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1604917.625000 Penalty: 4756.610352
	Iteration 187Q: 3 clusters Score -1604918 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1604928.250000 Penalty: 4756.610352
	Iteration 188Q: 3 clusters Score -1604928 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1604942.375000 Penalty: 4756.610352
	Iteration 189Q: 3 clusters Score -1604942 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1604957.500000 Penalty: 4756.610352
	Iteration 190Q: 3 clusters Score -1604958 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1604970.375000 Penalty: 4756.610352
	Iteration 191Q: 3 clusters Score -1604970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1604976.250000 Penalty: 4756.610352
	Iteration 192Q: 3 clusters Score -1604976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1604982.000000 Penalty: 4756.610352
	Iteration 193Q: 3 clusters Score -1604982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1604986.250000 Penalty: 4756.610352
	Iteration 194Q: 3 clusters Score -1604986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1604988.750000 Penalty: 4756.610352
	Iteration 195Q: 3 clusters Score -1604989 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1604993.500000 Penalty: 4756.610352
	Iteration 196Q: 3 clusters Score -1604994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1604999.250000 Penalty: 4756.610352
	Iteration 197Q: 3 clusters Score -1604999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1605007.250000 Penalty: 4756.610352
	Iteration 198Q: 3 clusters Score -1605007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1605008.250000 Penalty: 4756.610352
	Iteration 199Q: 3 clusters Score -1605008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1605012.500000 Penalty: 4756.610352
	Iteration 200F: 3 clusters Score -1605012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1605017.500000 Penalty: 4756.610352
	Iteration 201Q: 3 clusters Score -1605018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1605024.500000 Penalty: 4756.610352
	Iteration 202Q: 3 clusters Score -1605024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1605030.750000 Penalty: 4756.610352
	Iteration 203Q: 3 clusters Score -1605031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1605035.750000 Penalty: 4756.610352
	Iteration 204Q: 3 clusters Score -1605036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1605034.250000 Penalty: 4756.610352
	Iteration 205Q: 3 clusters Score -1605034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1605040.875000 Penalty: 4756.610352
	Iteration 206Q: 3 clusters Score -1605041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1605046.500000 Penalty: 4756.610352
	Iteration 207Q: 3 clusters Score -1605046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1605049.625000 Penalty: 4756.610352
	Iteration 208Q: 3 clusters Score -1605050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1605057.875000 Penalty: 4756.610352
	Iteration 209Q: 3 clusters Score -1605058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1605056.875000 Penalty: 4756.610352
	Iteration 210Q: 3 clusters Score -1605057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1605056.250000 Penalty: 4756.610352
	Iteration 211Q: 3 clusters Score -1605056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1605057.875000 Penalty: 4756.610352
	Iteration 212Q: 3 clusters Score -1605058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1605062.375000 Penalty: 4756.610352
	Iteration 213Q: 3 clusters Score -1605062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1605070.625000 Penalty: 4756.610352
	Iteration 214Q: 3 clusters Score -1605071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1605071.875000 Penalty: 4756.610352
	Iteration 215Q: 3 clusters Score -1605072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1605077.000000 Penalty: 4756.610352
	Iteration 216Q: 3 clusters Score -1605077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1605083.875000 Penalty: 4756.610352
	Iteration 217Q: 3 clusters Score -1605084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1605084.000000 Penalty: 4756.610352
	Iteration 218Q: 3 clusters Score -1605084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1605092.500000 Penalty: 4756.610352
	Iteration 219Q: 3 clusters Score -1605092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1605094.375000 Penalty: 4756.610352
	Iteration 220F: 3 clusters Score -1605094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1605095.625000 Penalty: 4756.610352
	Iteration 221Q: 3 clusters Score -1605096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1605100.500000 Penalty: 4756.610352
	Iteration 222Q: 3 clusters Score -1605100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1605103.875000 Penalty: 4756.610352
	Iteration 223Q: 3 clusters Score -1605104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1605103.250000 Penalty: 4756.610352
	Iteration 224Q: 3 clusters Score -1605103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1605105.375000 Penalty: 4756.610352
	Iteration 225Q: 3 clusters Score -1605105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1605105.375000 Penalty: 4756.610352
	Iteration 226Q: 3 clusters Score -1605105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1605108.375000 Penalty: 4756.610352
	Iteration 227Q: 3 clusters Score -1605108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1605107.750000 Penalty: 4756.610352
	Iteration 228Q: 3 clusters Score -1605108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1605113.250000 Penalty: 4756.610352
	Iteration 229Q: 3 clusters Score -1605113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1605114.375000 Penalty: 4756.610352
	Iteration 230Q: 3 clusters Score -1605114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1605116.000000 Penalty: 4756.610352
	Iteration 231Q: 3 clusters Score -1605116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1605118.875000 Penalty: 4756.610352
	Iteration 232Q: 3 clusters Score -1605119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1605120.500000 Penalty: 4756.610352
	Iteration 233Q: 3 clusters Score -1605120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1605121.125000 Penalty: 4756.610352
	Iteration 234Q: 3 clusters Score -1605121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1605121.250000 Penalty: 4756.610352
	Iteration 235Q: 3 clusters Score -1605121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1605121.250000 Penalty: 4756.610352
	Iteration 236F: 3 clusters Score -1605121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -49405.199219 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -49405.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -47867.105469 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -47867.11 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -48192.316406 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -48192.32 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -48345.972656 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -48345.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -48535.019531 Penalty: 3150.039307
	Iteration 3Q: 3 clusters Score -48535.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -48636.820312 Penalty: 3150.039307
	Iteration 4Q: 3 clusters Score -48636.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -48700.238281 Penalty: 3150.039307
	Iteration 5Q: 3 clusters Score -48700.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -48750.312500 Penalty: 3150.039307
	Iteration 6Q: 3 clusters Score -48750.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -48818.109375 Penalty: 3150.039307
	Iteration 7Q: 3 clusters Score -48818.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -48975.105469 Penalty: 3150.039307
	Iteration 8Q: 3 clusters Score -48975.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -49268.285156 Penalty: 3150.039307
	Iteration 9Q: 3 clusters Score -49268.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -50092.011719 Penalty: 3150.039307
	Iteration 10Q: 3 clusters Score -50092.01 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50270.902344 Penalty: 3150.039307
	Iteration 11F: 3 clusters Score -50270.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50494.945312 Penalty: 3150.039307
	Iteration 12F: 3 clusters Score -50494.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50662.601562 Penalty: 3150.039307
	Iteration 13Q: 3 clusters Score -50662.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50693.449219 Penalty: 3150.039307
	Iteration 14Q: 3 clusters Score -50693.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50727.511719 Penalty: 3150.039307
	Iteration 15Q: 3 clusters Score -50727.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -50761.273438 Penalty: 3150.039307
	Iteration 16Q: 3 clusters Score -50761.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -50800.914062 Penalty: 3150.039307
	Iteration 17Q: 3 clusters Score -50800.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -50830.605469 Penalty: 3150.039307
	Iteration 18Q: 3 clusters Score -50830.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -50854.539062 Penalty: 3150.039307
	Iteration 19Q: 3 clusters Score -50854.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -50865.937500 Penalty: 3150.039307
	Iteration 20F: 3 clusters Score -50865.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -50887.187500 Penalty: 3150.039307
	Iteration 21Q: 3 clusters Score -50887.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -50907.472656 Penalty: 3150.039307
	Iteration 22Q: 3 clusters Score -50907.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -50928.636719 Penalty: 3150.039307
	Iteration 23Q: 3 clusters Score -50928.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -50949.023438 Penalty: 3150.039307
	Iteration 24Q: 3 clusters Score -50949.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -50970.500000 Penalty: 3150.039307
	Iteration 25Q: 3 clusters Score -50970.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -51042.125000 Penalty: 3150.039307
	Iteration 26Q: 3 clusters Score -51042.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -51071.480469 Penalty: 3150.039307
	Iteration 27Q: 3 clusters Score -51071.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -51071.480469 Penalty: 3150.039307
	Iteration 28F: 3 clusters Score -51071.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 24031 members 
Mstep: Class 3 contains 8276 members 
Mstep: Class 4 contains 12393 members 
Mstep: Class 5 contains 7872 members 
Mstep: Class 6 contains 16429 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19157 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27588 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89392 members 
Mstep: Class 16 contains 14297 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35582 members 
Mstep: Class 19 contains 40018 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20388 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 1770 members 
Mstep: Class 24 contains 19494 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4825 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 32091 members 
Mstep: Class 32 contains 7909 members 
Mstep: Class 33 contains 17971 members 
Mstep: Class 34 contains 30055 members 
Mstep: Class 35 contains 14104 members 
Mstep: Class 36 contains 18380 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9203 members 
Mstep: Class 40 contains 17155 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30195 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4635 members 
Mstep: Class 46 contains 424 members 
Mstep: Class 47 contains 9268 members 
Mstep: Class 48 contains 4828 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 293 members 
Mstep: Class 51 contains 161 members 
Entering Unmasked Estep 
Score: -64770168.000000 Penalty: 169255.156250
Splitting cluster 11 changes total score from -64770228.000000 to -64770168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (2209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Entering Unmasked Estep 
Score: -245892.031250 Penalty: 1909.673096
	Iteration 0F: 2 clusters Score -245892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -243147.484375 Penalty: 3819.346191
	Iteration 0F: 3 clusters Score -243147.5 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -243670.750000 Penalty: 3819.346191
	Iteration 1F: 3 clusters Score -243670.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -243782.062500 Penalty: 3819.346191
	Iteration 2F: 3 clusters Score -243782.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -243835.875000 Penalty: 3819.346191
	Iteration 3Q: 3 clusters Score -243835.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -243873.031250 Penalty: 3819.346191
	Iteration 4Q: 3 clusters Score -243873 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -243895.343750 Penalty: 3819.346191
	Iteration 5Q: 3 clusters Score -243895.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -243909.906250 Penalty: 3819.346191
	Iteration 6Q: 3 clusters Score -243909.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -243920.609375 Penalty: 3819.346191
	Iteration 7Q: 3 clusters Score -243920.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -243925.390625 Penalty: 3819.346191
	Iteration 8Q: 3 clusters Score -243925.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -243926.640625 Penalty: 3819.346191
	Iteration 9Q: 3 clusters Score -243926.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -243927.328125 Penalty: 3819.346191
	Iteration 10Q: 3 clusters Score -243927.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -243928.609375 Penalty: 3819.346191
	Iteration 11Q: 3 clusters Score -243928.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -243928.937500 Penalty: 3819.346191
	Iteration 12Q: 3 clusters Score -243928.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -243928.937500 Penalty: 3819.346191
	Iteration 13F: 3 clusters Score -243928.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Entering Unmasked Estep 
Score: -3023521.000000 Penalty: 2535.833740
	Iteration 0F: 2 clusters Score -3023521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -3004504.500000 Penalty: 5071.667480
	Iteration 0F: 3 clusters Score -3004504 nChanged 12392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -3011351.500000 Penalty: 5071.667480
	Iteration 1F: 3 clusters Score -3011352 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -3011853.000000 Penalty: 5071.667480
	Iteration 2F: 3 clusters Score -3011853 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -3012358.750000 Penalty: 5071.667480
	Iteration 3Q: 3 clusters Score -3012359 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -3012912.000000 Penalty: 5071.667480
	Iteration 4Q: 3 clusters Score -3012912 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -3013653.250000 Penalty: 5071.667480
	Iteration 5F: 3 clusters Score -3013653 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -3014608.000000 Penalty: 5071.667480
	Iteration 6F: 3 clusters Score -3014608 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -3015683.250000 Penalty: 5071.667480
	Iteration 7F: 3 clusters Score -3015683 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -3016922.000000 Penalty: 5071.667480
	Iteration 8F: 3 clusters Score -3016922 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -3018240.000000 Penalty: 5071.667480
	Iteration 9F: 3 clusters Score -3018240 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -3019290.250000 Penalty: 5071.667480
	Iteration 10Q: 3 clusters Score -3019290 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -3020045.000000 Penalty: 5071.667480
	Iteration 11Q: 3 clusters Score -3020045 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -3020527.500000 Penalty: 5071.667480
	Iteration 12Q: 3 clusters Score -3020528 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -3020813.250000 Penalty: 5071.667480
	Iteration 13Q: 3 clusters Score -3020813 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -3021002.000000 Penalty: 5071.667480
	Iteration 14Q: 3 clusters Score -3021002 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -3021143.750000 Penalty: 5071.667480
	Iteration 15Q: 3 clusters Score -3021144 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -3021242.000000 Penalty: 5071.667480
	Iteration 16Q: 3 clusters Score -3021242 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -3021303.500000 Penalty: 5071.667480
	Iteration 17Q: 3 clusters Score -3021304 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -3021331.750000 Penalty: 5071.667480
	Iteration 18Q: 3 clusters Score -3021332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -3021355.000000 Penalty: 5071.667480
	Iteration 19Q: 3 clusters Score -3021355 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -3021373.250000 Penalty: 5071.667480
	Iteration 20F: 3 clusters Score -3021373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -3021379.500000 Penalty: 5071.667480
	Iteration 21Q: 3 clusters Score -3021380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -3021394.000000 Penalty: 5071.667480
	Iteration 22Q: 3 clusters Score -3021394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -3021399.500000 Penalty: 5071.667480
	Iteration 23Q: 3 clusters Score -3021400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -3021403.750000 Penalty: 5071.667480
	Iteration 24Q: 3 clusters Score -3021404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -3021408.250000 Penalty: 5071.667480
	Iteration 25Q: 3 clusters Score -3021408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -3021408.500000 Penalty: 5071.667480
	Iteration 26Q: 3 clusters Score -3021408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -3021415.500000 Penalty: 5071.667480
	Iteration 27Q: 3 clusters Score -3021416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -3021416.250000 Penalty: 5071.667480
	Iteration 28Q: 3 clusters Score -3021416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -3021420.000000 Penalty: 5071.667480
	Iteration 29Q: 3 clusters Score -3021420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -3021427.750000 Penalty: 5071.667480
	Iteration 30Q: 3 clusters Score -3021428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -3021425.250000 Penalty: 5071.667480
	Iteration 31Q: 3 clusters Score -3021425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -3021423.250000 Penalty: 5071.667480
	Iteration 32Q: 3 clusters Score -3021423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -3021428.500000 Penalty: 5071.667480
	Iteration 33Q: 3 clusters Score -3021428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -3021429.750000 Penalty: 5071.667480
	Iteration 34Q: 3 clusters Score -3021430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -3021429.750000 Penalty: 5071.667480
	Iteration 35F: 3 clusters Score -3021430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Entering Unmasked Estep 
Score: -192633.328125 Penalty: 1994.669312
	Iteration 0F: 2 clusters Score -192633.3 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 1533 members 
Entering Unmasked Estep 
Score: -189361.109375 Penalty: 3989.338623
	Iteration 0F: 3 clusters Score -189361.1 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -190084.750000 Penalty: 3989.338623
	Iteration 1F: 3 clusters Score -190084.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -190296.140625 Penalty: 3989.338623
	Iteration 2F: 3 clusters Score -190296.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -190460.593750 Penalty: 3989.338623
	Iteration 3F: 3 clusters Score -190460.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -190610.484375 Penalty: 3989.338623
	Iteration 4Q: 3 clusters Score -190610.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -190762.687500 Penalty: 3989.338623
	Iteration 5Q: 3 clusters Score -190762.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -190879.906250 Penalty: 3989.338623
	Iteration 6Q: 3 clusters Score -190879.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -190983.093750 Penalty: 3989.338623
	Iteration 7Q: 3 clusters Score -190983.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -191077.937500 Penalty: 3989.338623
	Iteration 8Q: 3 clusters Score -191077.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -191145.078125 Penalty: 3989.338623
	Iteration 9Q: 3 clusters Score -191145.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -191213.000000 Penalty: 3989.338623
	Iteration 10Q: 3 clusters Score -191213 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -191270.656250 Penalty: 3989.338623
	Iteration 11Q: 3 clusters Score -191270.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -191326.093750 Penalty: 3989.338623
	Iteration 12Q: 3 clusters Score -191326.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -191367.734375 Penalty: 3989.338623
	Iteration 13Q: 3 clusters Score -191367.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -191400.000000 Penalty: 3989.338623
	Iteration 14Q: 3 clusters Score -191400 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -191429.156250 Penalty: 3989.338623
	Iteration 15Q: 3 clusters Score -191429.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -191466.531250 Penalty: 3989.338623
	Iteration 16Q: 3 clusters Score -191466.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -191510.750000 Penalty: 3989.338623
	Iteration 17Q: 3 clusters Score -191510.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -191546.718750 Penalty: 3989.338623
	Iteration 18Q: 3 clusters Score -191546.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -191589.031250 Penalty: 3989.338623
	Iteration 19Q: 3 clusters Score -191589 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -191636.265625 Penalty: 3989.338623
	Iteration 20F: 3 clusters Score -191636.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -191688.218750 Penalty: 3989.338623
	Iteration 21Q: 3 clusters Score -191688.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -191730.921875 Penalty: 3989.338623
	Iteration 22Q: 3 clusters Score -191730.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -191760.687500 Penalty: 3989.338623
	Iteration 23Q: 3 clusters Score -191760.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -191785.484375 Penalty: 3989.338623
	Iteration 24Q: 3 clusters Score -191785.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -191809.906250 Penalty: 3989.338623
	Iteration 25Q: 3 clusters Score -191809.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -191839.000000 Penalty: 3989.338623
	Iteration 26Q: 3 clusters Score -191839 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -191860.750000 Penalty: 3989.338623
	Iteration 27Q: 3 clusters Score -191860.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -191883.046875 Penalty: 3989.338623
	Iteration 28Q: 3 clusters Score -191883 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -191905.515625 Penalty: 3989.338623
	Iteration 29Q: 3 clusters Score -191905.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -191920.796875 Penalty: 3989.338623
	Iteration 30Q: 3 clusters Score -191920.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -191933.171875 Penalty: 3989.338623
	Iteration 31Q: 3 clusters Score -191933.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -191939.515625 Penalty: 3989.338623
	Iteration 32Q: 3 clusters Score -191939.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -191942.562500 Penalty: 3989.338623
	Iteration 33Q: 3 clusters Score -191942.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -191946.046875 Penalty: 3989.338623
	Iteration 34Q: 3 clusters Score -191946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -191948.468750 Penalty: 3989.338623
	Iteration 35Q: 3 clusters Score -191948.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -191949.250000 Penalty: 3989.338623
	Iteration 36Q: 3 clusters Score -191949.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -191950.781250 Penalty: 3989.338623
	Iteration 37Q: 3 clusters Score -191950.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -191951.937500 Penalty: 3989.338623
	Iteration 38Q: 3 clusters Score -191951.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -191952.281250 Penalty: 3989.338623
	Iteration 39Q: 3 clusters Score -191952.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -191953.218750 Penalty: 3989.338623
	Iteration 40F: 3 clusters Score -191953.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -191953.062500 Penalty: 3989.338623
	Iteration 41Q: 3 clusters Score -191953.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -191954.546875 Penalty: 3989.338623
	Iteration 42Q: 3 clusters Score -191954.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -191955.500000 Penalty: 3989.338623
	Iteration 43Q: 3 clusters Score -191955.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -191956.718750 Penalty: 3989.338623
	Iteration 44Q: 3 clusters Score -191956.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -191957.484375 Penalty: 3989.338623
	Iteration 45Q: 3 clusters Score -191957.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -191958.109375 Penalty: 3989.338623
	Iteration 46Q: 3 clusters Score -191958.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -191959.218750 Penalty: 3989.338623
	Iteration 47Q: 3 clusters Score -191959.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -191960.843750 Penalty: 3989.338623
	Iteration 48Q: 3 clusters Score -191960.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -191962.046875 Penalty: 3989.338623
	Iteration 49Q: 3 clusters Score -191962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -191963.312500 Penalty: 3989.338623
	Iteration 50Q: 3 clusters Score -191963.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -191964.078125 Penalty: 3989.338623
	Iteration 51Q: 3 clusters Score -191964.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -191964.312500 Penalty: 3989.338623
	Iteration 52Q: 3 clusters Score -191964.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -191964.750000 Penalty: 3989.338623
	Iteration 53Q: 3 clusters Score -191964.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -191965.734375 Penalty: 3989.338623
	Iteration 54Q: 3 clusters Score -191965.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -191965.921875 Penalty: 3989.338623
	Iteration 55Q: 3 clusters Score -191965.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -191965.921875 Penalty: 3989.338623
	Iteration 56F: 3 clusters Score -191965.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (89392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89392 members 
Entering Unmasked Estep 
Score: -9753438.000000 Penalty: 2827.395020
	Iteration 0F: 2 clusters Score -9753438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -9693225.000000 Penalty: 5654.790039
	Iteration 0F: 3 clusters Score -9693225 nChanged 42223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47189 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -9718118.000000 Penalty: 5654.790039
	Iteration 1F: 3 clusters Score -9718118 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48683 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
Score: -9719175.000000 Penalty: 5654.790039
	Iteration 2Q: 3 clusters Score -9719175 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50909 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -9720541.000000 Penalty: 5654.790039
	Iteration 3Q: 3 clusters Score -9720541 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54094 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -9722457.000000 Penalty: 5654.790039
	Iteration 4Q: 3 clusters Score -9722457 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58455 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -9725072.000000 Penalty: 5654.790039
	Iteration 5F: 3 clusters Score -9725072 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64106 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -9728790.000000 Penalty: 5654.790039
	Iteration 6F: 3 clusters Score -9728790 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70836 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -9734395.000000 Penalty: 5654.790039
	Iteration 7F: 3 clusters Score -9734395 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77703 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -9740305.000000 Penalty: 5654.790039
	Iteration 8F: 3 clusters Score -9740305 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83334 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -9745425.000000 Penalty: 5654.790039
	Iteration 9F: 3 clusters Score -9745425 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86743 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -9748576.000000 Penalty: 5654.790039
	Iteration 10Q: 3 clusters Score -9748576 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88269 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -9750040.000000 Penalty: 5654.790039
	Iteration 11Q: 3 clusters Score -9750040 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88790 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -9750587.000000 Penalty: 5654.790039
	Iteration 12Q: 3 clusters Score -9750587 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88941 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9750765.000000 Penalty: 5654.790039
	Iteration 13Q: 3 clusters Score -9750765 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89003 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -9750852.000000 Penalty: 5654.790039
	Iteration 14Q: 3 clusters Score -9750852 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89031 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -9750899.000000 Penalty: 5654.790039
	Iteration 15Q: 3 clusters Score -9750899 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89038 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9750924.000000 Penalty: 5654.790039
	Iteration 16Q: 3 clusters Score -9750924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89037 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -9750935.000000 Penalty: 5654.790039
	Iteration 17Q: 3 clusters Score -9750935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89047 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9750952.000000 Penalty: 5654.790039
	Iteration 18Q: 3 clusters Score -9750952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89052 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9750958.000000 Penalty: 5654.790039
	Iteration 19Q: 3 clusters Score -9750958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89056 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -9750960.000000 Penalty: 5654.790039
	Iteration 20F: 3 clusters Score -9750960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89060 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -9750962.000000 Penalty: 5654.790039
	Iteration 21Q: 3 clusters Score -9750962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89062 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9750970.000000 Penalty: 5654.790039
	Iteration 22Q: 3 clusters Score -9750970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89065 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9750985.000000 Penalty: 5654.790039
	Iteration 23Q: 3 clusters Score -9750985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89064 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -9750987.000000 Penalty: 5654.790039
	Iteration 24Q: 3 clusters Score -9750987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89065 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9750986.000000 Penalty: 5654.790039
	Iteration 25Q: 3 clusters Score -9750986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89065 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9750986.000000 Penalty: 5654.790039
	Iteration 26F: 3 clusters Score -9750986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Entering Unmasked Estep 
Score: -1572552.000000 Penalty: 2372.815674
	Iteration 0F: 2 clusters Score -1572552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1562152.000000 Penalty: 4745.631348
	Iteration 0F: 3 clusters Score -1562152 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1565476.000000 Penalty: 4745.631348
	Iteration 1F: 3 clusters Score -1565476 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1565810.625000 Penalty: 4745.631348
	Iteration 2F: 3 clusters Score -1565811 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1566076.625000 Penalty: 4745.631348
	Iteration 3Q: 3 clusters Score -1566077 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1566342.375000 Penalty: 4745.631348
	Iteration 4Q: 3 clusters Score -1566342 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1566640.000000 Penalty: 4745.631348
	Iteration 5Q: 3 clusters Score -1566640 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1567014.125000 Penalty: 4745.631348
	Iteration 6Q: 3 clusters Score -1567014 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1567465.000000 Penalty: 4745.631348
	Iteration 7F: 3 clusters Score -1567465 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1567945.750000 Penalty: 4745.631348
	Iteration 8F: 3 clusters Score -1567946 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1568438.250000 Penalty: 4745.631348
	Iteration 9Q: 3 clusters Score -1568438 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1568882.000000 Penalty: 4745.631348
	Iteration 10Q: 3 clusters Score -1568882 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1569243.375000 Penalty: 4745.631348
	Iteration 11Q: 3 clusters Score -1569243 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1569539.750000 Penalty: 4745.631348
	Iteration 12Q: 3 clusters Score -1569540 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1569796.125000 Penalty: 4745.631348
	Iteration 13Q: 3 clusters Score -1569796 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1569993.125000 Penalty: 4745.631348
	Iteration 14Q: 3 clusters Score -1569993 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1570138.875000 Penalty: 4745.631348
	Iteration 15Q: 3 clusters Score -1570139 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -1570255.500000 Penalty: 4745.631348
	Iteration 16Q: 3 clusters Score -1570256 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1570329.250000 Penalty: 4745.631348
	Iteration 17Q: 3 clusters Score -1570329 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1570389.000000 Penalty: 4745.631348
	Iteration 18Q: 3 clusters Score -1570389 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1570426.125000 Penalty: 4745.631348
	Iteration 19Q: 3 clusters Score -1570426 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1570446.875000 Penalty: 4745.631348
	Iteration 20F: 3 clusters Score -1570447 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1570471.250000 Penalty: 4745.631348
	Iteration 21Q: 3 clusters Score -1570471 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1570484.375000 Penalty: 4745.631348
	Iteration 22Q: 3 clusters Score -1570484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1570496.000000 Penalty: 4745.631348
	Iteration 23Q: 3 clusters Score -1570496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1570504.875000 Penalty: 4745.631348
	Iteration 24Q: 3 clusters Score -1570505 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1570522.625000 Penalty: 4745.631348
	Iteration 25Q: 3 clusters Score -1570523 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1570536.250000 Penalty: 4745.631348
	Iteration 26Q: 3 clusters Score -1570536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1570544.000000 Penalty: 4745.631348
	Iteration 27Q: 3 clusters Score -1570544 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1570566.125000 Penalty: 4745.631348
	Iteration 28Q: 3 clusters Score -1570566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1570579.750000 Penalty: 4745.631348
	Iteration 29Q: 3 clusters Score -1570580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1570589.000000 Penalty: 4745.631348
	Iteration 30Q: 3 clusters Score -1570589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1570589.250000 Penalty: 4745.631348
	Iteration 31Q: 3 clusters Score -1570589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1570589.250000 Penalty: 4745.631348
	Iteration 32F: 3 clusters Score -1570589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Entering Unmasked Estep 
Score: -154185.187500 Penalty: 1813.678711
	Iteration 0F: 2 clusters Score -154185.2 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 748 members 
Entering Unmasked Estep 
Score: -151875.906250 Penalty: 3627.357422
	Iteration 0F: 3 clusters Score -151875.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -152271.000000 Penalty: 3627.357422
	Iteration 1F: 3 clusters Score -152271 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -152419.500000 Penalty: 3627.357422
	Iteration 2F: 3 clusters Score -152419.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -152506.234375 Penalty: 3627.357422
	Iteration 3Q: 3 clusters Score -152506.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -152561.203125 Penalty: 3627.357422
	Iteration 4Q: 3 clusters Score -152561.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -152591.000000 Penalty: 3627.357422
	Iteration 5Q: 3 clusters Score -152591 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -152612.843750 Penalty: 3627.357422
	Iteration 6Q: 3 clusters Score -152612.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -152635.109375 Penalty: 3627.357422
	Iteration 7Q: 3 clusters Score -152635.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -152650.218750 Penalty: 3627.357422
	Iteration 8Q: 3 clusters Score -152650.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -152664.406250 Penalty: 3627.357422
	Iteration 9Q: 3 clusters Score -152664.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -152674.156250 Penalty: 3627.357422
	Iteration 10Q: 3 clusters Score -152674.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -152684.421875 Penalty: 3627.357422
	Iteration 11Q: 3 clusters Score -152684.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -152689.890625 Penalty: 3627.357422
	Iteration 12Q: 3 clusters Score -152689.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -152694.984375 Penalty: 3627.357422
	Iteration 13Q: 3 clusters Score -152695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -152700.671875 Penalty: 3627.357422
	Iteration 14Q: 3 clusters Score -152700.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -152703.390625 Penalty: 3627.357422
	Iteration 15Q: 3 clusters Score -152703.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -152704.859375 Penalty: 3627.357422
	Iteration 16Q: 3 clusters Score -152704.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -152705.359375 Penalty: 3627.357422
	Iteration 17Q: 3 clusters Score -152705.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -152705.828125 Penalty: 3627.357422
	Iteration 18Q: 3 clusters Score -152705.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -152706.078125 Penalty: 3627.357422
	Iteration 19Q: 3 clusters Score -152706.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -152706.593750 Penalty: 3627.357422
	Iteration 20F: 3 clusters Score -152706.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -152708.031250 Penalty: 3627.357422
	Iteration 21Q: 3 clusters Score -152708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -152709.796875 Penalty: 3627.357422
	Iteration 22Q: 3 clusters Score -152709.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -152710.796875 Penalty: 3627.357422
	Iteration 23Q: 3 clusters Score -152710.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -152713.890625 Penalty: 3627.357422
	Iteration 24Q: 3 clusters Score -152713.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -152713.890625 Penalty: 3627.357422
	Iteration 25F: 3 clusters Score -152713.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (35582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Entering Unmasked Estep 
Score: -3519671.250000 Penalty: 2598.939697
	Iteration 0F: 2 clusters Score -3519671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -3495434.000000 Penalty: 5197.879395
	Iteration 0F: 3 clusters Score -3495434 nChanged 16226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -3504859.250000 Penalty: 5197.879395
	Iteration 1F: 3 clusters Score -3504859 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -3505909.750000 Penalty: 5197.879395
	Iteration 2F: 3 clusters Score -3505910 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -3507002.000000 Penalty: 5197.879395
	Iteration 3F: 3 clusters Score -3507002 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -3508201.250000 Penalty: 5197.879395
	Iteration 4F: 3 clusters Score -3508201 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -3509559.000000 Penalty: 5197.879395
	Iteration 5F: 3 clusters Score -3509559 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -3511104.000000 Penalty: 5197.879395
	Iteration 6F: 3 clusters Score -3511104 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -3512724.750000 Penalty: 5197.879395
	Iteration 7F: 3 clusters Score -3512725 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -3514241.250000 Penalty: 5197.879395
	Iteration 8F: 3 clusters Score -3514241 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -3515532.000000 Penalty: 5197.879395
	Iteration 9Q: 3 clusters Score -3515532 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3516462.250000 Penalty: 5197.879395
	Iteration 10Q: 3 clusters Score -3516462 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3516967.500000 Penalty: 5197.879395
	Iteration 11Q: 3 clusters Score -3516968 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3517260.250000 Penalty: 5197.879395
	Iteration 12Q: 3 clusters Score -3517260 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3517439.500000 Penalty: 5197.879395
	Iteration 13Q: 3 clusters Score -3517440 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3517533.500000 Penalty: 5197.879395
	Iteration 14Q: 3 clusters Score -3517534 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3517588.750000 Penalty: 5197.879395
	Iteration 15Q: 3 clusters Score -3517589 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3517625.750000 Penalty: 5197.879395
	Iteration 16Q: 3 clusters Score -3517626 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3517644.250000 Penalty: 5197.879395
	Iteration 17Q: 3 clusters Score -3517644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3517658.500000 Penalty: 5197.879395
	Iteration 18Q: 3 clusters Score -3517658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3517675.500000 Penalty: 5197.879395
	Iteration 19Q: 3 clusters Score -3517676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3517694.750000 Penalty: 5197.879395
	Iteration 20F: 3 clusters Score -3517695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3517705.750000 Penalty: 5197.879395
	Iteration 21Q: 3 clusters Score -3517706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3517723.000000 Penalty: 5197.879395
	Iteration 22Q: 3 clusters Score -3517723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3517730.500000 Penalty: 5197.879395
	Iteration 23Q: 3 clusters Score -3517730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3517739.000000 Penalty: 5197.879395
	Iteration 24Q: 3 clusters Score -3517739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3517743.250000 Penalty: 5197.879395
	Iteration 25Q: 3 clusters Score -3517743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3517742.750000 Penalty: 5197.879395
	Iteration 26Q: 3 clusters Score -3517743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3517749.250000 Penalty: 5197.879395
	Iteration 27Q: 3 clusters Score -3517749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3517757.500000 Penalty: 5197.879395
	Iteration 28Q: 3 clusters Score -3517758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3517764.000000 Penalty: 5197.879395
	Iteration 29Q: 3 clusters Score -3517764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3517766.250000 Penalty: 5197.879395
	Iteration 30Q: 3 clusters Score -3517766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3517770.000000 Penalty: 5197.879395
	Iteration 31Q: 3 clusters Score -3517770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3517773.500000 Penalty: 5197.879395
	Iteration 32Q: 3 clusters Score -3517774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3517773.250000 Penalty: 5197.879395
	Iteration 33Q: 3 clusters Score -3517773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3517773.250000 Penalty: 5197.879395
	Iteration 34F: 3 clusters Score -3517773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Entering Unmasked Estep 
Score: -3941988.250000 Penalty: 2628.077148
	Iteration 0F: 2 clusters Score -3941988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -3914977.250000 Penalty: 5256.154297
	Iteration 0F: 3 clusters Score -3914977 nChanged 18379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -3925482.250000 Penalty: 5256.154297
	Iteration 1F: 3 clusters Score -3925482 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -3926617.250000 Penalty: 5256.154297
	Iteration 2F: 3 clusters Score -3926617 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -3928050.500000 Penalty: 5256.154297
	Iteration 3F: 3 clusters Score -3928050 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -3929715.500000 Penalty: 5256.154297
	Iteration 4F: 3 clusters Score -3929716 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -3931548.000000 Penalty: 5256.154297
	Iteration 5F: 3 clusters Score -3931548 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -3933287.500000 Penalty: 5256.154297
	Iteration 6F: 3 clusters Score -3933288 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -3934599.500000 Penalty: 5256.154297
	Iteration 7F: 3 clusters Score -3934600 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -3935576.000000 Penalty: 5256.154297
	Iteration 8Q: 3 clusters Score -3935576 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -3936378.500000 Penalty: 5256.154297
	Iteration 9Q: 3 clusters Score -3936378 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -3936949.750000 Penalty: 5256.154297
	Iteration 10Q: 3 clusters Score -3936950 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -3937309.000000 Penalty: 5256.154297
	Iteration 11Q: 3 clusters Score -3937309 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -3937568.250000 Penalty: 5256.154297
	Iteration 12Q: 3 clusters Score -3937568 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -3937805.500000 Penalty: 5256.154297
	Iteration 13Q: 3 clusters Score -3937806 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -3937952.250000 Penalty: 5256.154297
	Iteration 14Q: 3 clusters Score -3937952 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -3938111.500000 Penalty: 5256.154297
	Iteration 15Q: 3 clusters Score -3938112 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -3938248.250000 Penalty: 5256.154297
	Iteration 16Q: 3 clusters Score -3938248 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -3938384.250000 Penalty: 5256.154297
	Iteration 17Q: 3 clusters Score -3938384 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -3938516.250000 Penalty: 5256.154297
	Iteration 18Q: 3 clusters Score -3938516 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -3938664.500000 Penalty: 5256.154297
	Iteration 19Q: 3 clusters Score -3938664 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -3938800.250000 Penalty: 5256.154297
	Iteration 20F: 3 clusters Score -3938800 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -3938923.750000 Penalty: 5256.154297
	Iteration 21Q: 3 clusters Score -3938924 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -3939074.500000 Penalty: 5256.154297
	Iteration 22Q: 3 clusters Score -3939074 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -3939232.000000 Penalty: 5256.154297
	Iteration 23Q: 3 clusters Score -3939232 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -3939382.750000 Penalty: 5256.154297
	Iteration 24Q: 3 clusters Score -3939383 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -3939514.500000 Penalty: 5256.154297
	Iteration 25Q: 3 clusters Score -3939514 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -3939671.750000 Penalty: 5256.154297
	Iteration 26Q: 3 clusters Score -3939672 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -3939823.250000 Penalty: 5256.154297
	Iteration 27Q: 3 clusters Score -3939823 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -3939968.000000 Penalty: 5256.154297
	Iteration 28Q: 3 clusters Score -3939968 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -3940116.250000 Penalty: 5256.154297
	Iteration 29Q: 3 clusters Score -3940116 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -3940218.500000 Penalty: 5256.154297
	Iteration 30Q: 3 clusters Score -3940218 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -3940298.000000 Penalty: 5256.154297
	Iteration 31Q: 3 clusters Score -3940298 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -3940329.250000 Penalty: 5256.154297
	Iteration 32Q: 3 clusters Score -3940329 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -3940368.250000 Penalty: 5256.154297
	Iteration 33Q: 3 clusters Score -3940368 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -3940414.500000 Penalty: 5256.154297
	Iteration 34Q: 3 clusters Score -3940414 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -3940431.000000 Penalty: 5256.154297
	Iteration 35Q: 3 clusters Score -3940431 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -3940432.750000 Penalty: 5256.154297
	Iteration 36Q: 3 clusters Score -3940433 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -3940444.250000 Penalty: 5256.154297
	Iteration 37Q: 3 clusters Score -3940444 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -3940449.750000 Penalty: 5256.154297
	Iteration 38Q: 3 clusters Score -3940450 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -3940470.500000 Penalty: 5256.154297
	Iteration 39Q: 3 clusters Score -3940470 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -3940472.250000 Penalty: 5256.154297
	Iteration 40F: 3 clusters Score -3940472 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -3940489.250000 Penalty: 5256.154297
	Iteration 41Q: 3 clusters Score -3940489 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -3940498.250000 Penalty: 5256.154297
	Iteration 42Q: 3 clusters Score -3940498 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -3940496.500000 Penalty: 5256.154297
	Iteration 43Q: 3 clusters Score -3940496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -3940489.250000 Penalty: 5256.154297
	Iteration 44Q: 3 clusters Score -3940489 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -3940493.000000 Penalty: 5256.154297
	Iteration 45Q: 3 clusters Score -3940493 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -3940493.750000 Penalty: 5256.154297
	Iteration 46Q: 3 clusters Score -3940494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -3940496.500000 Penalty: 5256.154297
	Iteration 47Q: 3 clusters Score -3940496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -3940498.750000 Penalty: 5256.154297
	Iteration 48Q: 3 clusters Score -3940499 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -3940503.750000 Penalty: 5256.154297
	Iteration 49Q: 3 clusters Score -3940504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -3940508.000000 Penalty: 5256.154297
	Iteration 50Q: 3 clusters Score -3940508 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -3940513.500000 Penalty: 5256.154297
	Iteration 51Q: 3 clusters Score -3940514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -3940525.500000 Penalty: 5256.154297
	Iteration 52Q: 3 clusters Score -3940526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -3940526.000000 Penalty: 5256.154297
	Iteration 53Q: 3 clusters Score -3940526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -3940523.750000 Penalty: 5256.154297
	Iteration 54Q: 3 clusters Score -3940524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -3940523.000000 Penalty: 5256.154297
	Iteration 55Q: 3 clusters Score -3940523 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -3940521.250000 Penalty: 5256.154297
	Iteration 56Q: 3 clusters Score -3940521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -3940524.000000 Penalty: 5256.154297
	Iteration 57Q: 3 clusters Score -3940524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -3940536.500000 Penalty: 5256.154297
	Iteration 58Q: 3 clusters Score -3940536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -3940534.250000 Penalty: 5256.154297
	Iteration 59Q: 3 clusters Score -3940534 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -3940541.750000 Penalty: 5256.154297
	Iteration 60F: 3 clusters Score -3940542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -3940542.000000 Penalty: 5256.154297
	Iteration 61Q: 3 clusters Score -3940542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -3940544.000000 Penalty: 5256.154297
	Iteration 62Q: 3 clusters Score -3940544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -3940547.500000 Penalty: 5256.154297
	Iteration 63Q: 3 clusters Score -3940548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -3940548.250000 Penalty: 5256.154297
	Iteration 64Q: 3 clusters Score -3940548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -3940549.500000 Penalty: 5256.154297
	Iteration 65Q: 3 clusters Score -3940550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -3940553.750000 Penalty: 5256.154297
	Iteration 66Q: 3 clusters Score -3940554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -3940554.750000 Penalty: 5256.154297
	Iteration 67Q: 3 clusters Score -3940555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -3940548.000000 Penalty: 5256.154297
	Iteration 68Q: 3 clusters Score -3940548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -3940539.250000 Penalty: 5256.154297
	Iteration 69Q: 3 clusters Score -3940539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -3940547.250000 Penalty: 5256.154297
	Iteration 70Q: 3 clusters Score -3940547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -3940552.250000 Penalty: 5256.154297
	Iteration 71Q: 3 clusters Score -3940552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -3940553.500000 Penalty: 5256.154297
	Iteration 72Q: 3 clusters Score -3940554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -3940557.750000 Penalty: 5256.154297
	Iteration 73Q: 3 clusters Score -3940558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -3940562.500000 Penalty: 5256.154297
	Iteration 74Q: 3 clusters Score -3940562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -3940564.250000 Penalty: 5256.154297
	Iteration 75Q: 3 clusters Score -3940564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -3940568.500000 Penalty: 5256.154297
	Iteration 76Q: 3 clusters Score -3940568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -3940566.750000 Penalty: 5256.154297
	Iteration 77Q: 3 clusters Score -3940567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -3940569.000000 Penalty: 5256.154297
	Iteration 78Q: 3 clusters Score -3940569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -3940566.750000 Penalty: 5256.154297
	Iteration 79Q: 3 clusters Score -3940567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -3940564.000000 Penalty: 5256.154297
	Iteration 80F: 3 clusters Score -3940564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -3940574.000000 Penalty: 5256.154297
	Iteration 81Q: 3 clusters Score -3940574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -3940577.250000 Penalty: 5256.154297
	Iteration 82Q: 3 clusters Score -3940577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -3940573.000000 Penalty: 5256.154297
	Iteration 83Q: 3 clusters Score -3940573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -3940576.500000 Penalty: 5256.154297
	Iteration 84Q: 3 clusters Score -3940576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -3940574.750000 Penalty: 5256.154297
	Iteration 85Q: 3 clusters Score -3940575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -3940579.250000 Penalty: 5256.154297
	Iteration 86Q: 3 clusters Score -3940579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -3940584.250000 Penalty: 5256.154297
	Iteration 87Q: 3 clusters Score -3940584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -3940577.250000 Penalty: 5256.154297
	Iteration 88Q: 3 clusters Score -3940577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -3940576.250000 Penalty: 5256.154297
	Iteration 89Q: 3 clusters Score -3940576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -3940581.500000 Penalty: 5256.154297
	Iteration 90Q: 3 clusters Score -3940582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -3940580.750000 Penalty: 5256.154297
	Iteration 91Q: 3 clusters Score -3940581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -3940584.250000 Penalty: 5256.154297
	Iteration 92Q: 3 clusters Score -3940584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -3940583.500000 Penalty: 5256.154297
	Iteration 93Q: 3 clusters Score -3940584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -3940583.000000 Penalty: 5256.154297
	Iteration 94Q: 3 clusters Score -3940583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -3940583.250000 Penalty: 5256.154297
	Iteration 95Q: 3 clusters Score -3940583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -3940580.500000 Penalty: 5256.154297
	Iteration 96Q: 3 clusters Score -3940580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -3940584.500000 Penalty: 5256.154297
	Iteration 97Q: 3 clusters Score -3940584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -3940584.500000 Penalty: 5256.154297
	Iteration 98F: 3 clusters Score -3940584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Entering Unmasked Estep 
Score: -1052169.875000 Penalty: 2280.114014
	Iteration 0F: 2 clusters Score -1052170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1044637.687500 Penalty: 4560.228027
	Iteration 0F: 3 clusters Score -1044638 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1047062.687500 Penalty: 4560.228027
	Iteration 1F: 3 clusters Score -1047063 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1047572.000000 Penalty: 4560.228027
	Iteration 2F: 3 clusters Score -1047572 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1048030.000000 Penalty: 4560.228027
	Iteration 3F: 3 clusters Score -1048030 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1048449.187500 Penalty: 4560.228027
	Iteration 4F: 3 clusters Score -1048449 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1048858.375000 Penalty: 4560.228027
	Iteration 5F: 3 clusters Score -1048858 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1049250.250000 Penalty: 4560.228027
	Iteration 6F: 3 clusters Score -1049250 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1049560.375000 Penalty: 4560.228027
	Iteration 7Q: 3 clusters Score -1049560 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1049823.500000 Penalty: 4560.228027
	Iteration 8Q: 3 clusters Score -1049824 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1050034.375000 Penalty: 4560.228027
	Iteration 9Q: 3 clusters Score -1050034 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1050197.500000 Penalty: 4560.228027
	Iteration 10Q: 3 clusters Score -1050198 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1050319.875000 Penalty: 4560.228027
	Iteration 11Q: 3 clusters Score -1050320 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1050409.875000 Penalty: 4560.228027
	Iteration 12Q: 3 clusters Score -1050410 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1050486.750000 Penalty: 4560.228027
	Iteration 13Q: 3 clusters Score -1050487 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1050543.625000 Penalty: 4560.228027
	Iteration 14Q: 3 clusters Score -1050544 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1050590.000000 Penalty: 4560.228027
	Iteration 15Q: 3 clusters Score -1050590 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1050628.750000 Penalty: 4560.228027
	Iteration 16Q: 3 clusters Score -1050629 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1050666.750000 Penalty: 4560.228027
	Iteration 17Q: 3 clusters Score -1050667 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1050707.250000 Penalty: 4560.228027
	Iteration 18Q: 3 clusters Score -1050707 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1050736.625000 Penalty: 4560.228027
	Iteration 19Q: 3 clusters Score -1050737 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1050758.125000 Penalty: 4560.228027
	Iteration 20F: 3 clusters Score -1050758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1050768.000000 Penalty: 4560.228027
	Iteration 21Q: 3 clusters Score -1050768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1050771.875000 Penalty: 4560.228027
	Iteration 22Q: 3 clusters Score -1050772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1050775.125000 Penalty: 4560.228027
	Iteration 23Q: 3 clusters Score -1050775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1050776.625000 Penalty: 4560.228027
	Iteration 24Q: 3 clusters Score -1050777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1050777.000000 Penalty: 4560.228027
	Iteration 25Q: 3 clusters Score -1050777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1050777.625000 Penalty: 4560.228027
	Iteration 26Q: 3 clusters Score -1050778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1050777.875000 Penalty: 4560.228027
	Iteration 27Q: 3 clusters Score -1050778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1050778.750000 Penalty: 4560.228027
	Iteration 28Q: 3 clusters Score -1050779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1050778.750000 Penalty: 4560.228027
	Iteration 29F: 3 clusters Score -1050779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Entering Unmasked Estep 
Score: -1960128.750000 Penalty: 2460.830078
	Iteration 0F: 2 clusters Score -1960129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1945733.125000 Penalty: 4921.660156
	Iteration 0F: 3 clusters Score -1945733 nChanged 9099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1951051.750000 Penalty: 4921.660156
	Iteration 1F: 3 clusters Score -1951052 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1951972.125000 Penalty: 4921.660156
	Iteration 2F: 3 clusters Score -1951972 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1952872.250000 Penalty: 4921.660156
	Iteration 3F: 3 clusters Score -1952872 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1953761.750000 Penalty: 4921.660156
	Iteration 4F: 3 clusters Score -1953762 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1954588.625000 Penalty: 4921.660156
	Iteration 5F: 3 clusters Score -1954589 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1955351.125000 Penalty: 4921.660156
	Iteration 6F: 3 clusters Score -1955351 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1955903.625000 Penalty: 4921.660156
	Iteration 7Q: 3 clusters Score -1955904 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1956274.250000 Penalty: 4921.660156
	Iteration 8Q: 3 clusters Score -1956274 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1956519.625000 Penalty: 4921.660156
	Iteration 9Q: 3 clusters Score -1956520 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1956678.250000 Penalty: 4921.660156
	Iteration 10Q: 3 clusters Score -1956678 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1956772.250000 Penalty: 4921.660156
	Iteration 11Q: 3 clusters Score -1956772 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1956852.750000 Penalty: 4921.660156
	Iteration 12Q: 3 clusters Score -1956853 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1956905.750000 Penalty: 4921.660156
	Iteration 13Q: 3 clusters Score -1956906 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1956956.250000 Penalty: 4921.660156
	Iteration 14Q: 3 clusters Score -1956956 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1957004.875000 Penalty: 4921.660156
	Iteration 15Q: 3 clusters Score -1957005 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1957053.750000 Penalty: 4921.660156
	Iteration 16Q: 3 clusters Score -1957054 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1957096.000000 Penalty: 4921.660156
	Iteration 17Q: 3 clusters Score -1957096 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1957119.375000 Penalty: 4921.660156
	Iteration 18Q: 3 clusters Score -1957119 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1957155.375000 Penalty: 4921.660156
	Iteration 19Q: 3 clusters Score -1957155 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1957196.000000 Penalty: 4921.660156
	Iteration 20F: 3 clusters Score -1957196 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1957228.375000 Penalty: 4921.660156
	Iteration 21Q: 3 clusters Score -1957228 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1957278.500000 Penalty: 4921.660156
	Iteration 22Q: 3 clusters Score -1957278 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1957314.125000 Penalty: 4921.660156
	Iteration 23Q: 3 clusters Score -1957314 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1957365.250000 Penalty: 4921.660156
	Iteration 24Q: 3 clusters Score -1957365 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1957414.125000 Penalty: 4921.660156
	Iteration 25Q: 3 clusters Score -1957414 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1957479.750000 Penalty: 4921.660156
	Iteration 26Q: 3 clusters Score -1957480 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -1957543.875000 Penalty: 4921.660156
	Iteration 27Q: 3 clusters Score -1957544 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1957595.875000 Penalty: 4921.660156
	Iteration 28Q: 3 clusters Score -1957596 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -1957651.125000 Penalty: 4921.660156
	Iteration 29Q: 3 clusters Score -1957651 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1957704.250000 Penalty: 4921.660156
	Iteration 30Q: 3 clusters Score -1957704 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -1957765.250000 Penalty: 4921.660156
	Iteration 31Q: 3 clusters Score -1957765 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -1957816.500000 Penalty: 4921.660156
	Iteration 32Q: 3 clusters Score -1957816 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -1957845.500000 Penalty: 4921.660156
	Iteration 33Q: 3 clusters Score -1957846 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -1957886.250000 Penalty: 4921.660156
	Iteration 34Q: 3 clusters Score -1957886 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -1957925.125000 Penalty: 4921.660156
	Iteration 35Q: 3 clusters Score -1957925 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -1957968.625000 Penalty: 4921.660156
	Iteration 36Q: 3 clusters Score -1957969 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -1958008.500000 Penalty: 4921.660156
	Iteration 37Q: 3 clusters Score -1958008 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -1958045.875000 Penalty: 4921.660156
	Iteration 38Q: 3 clusters Score -1958046 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -1958076.750000 Penalty: 4921.660156
	Iteration 39Q: 3 clusters Score -1958077 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -1958106.750000 Penalty: 4921.660156
	Iteration 40F: 3 clusters Score -1958107 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -1958134.625000 Penalty: 4921.660156
	Iteration 41Q: 3 clusters Score -1958135 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -1958160.625000 Penalty: 4921.660156
	Iteration 42Q: 3 clusters Score -1958161 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -1958184.000000 Penalty: 4921.660156
	Iteration 43Q: 3 clusters Score -1958184 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -1958208.750000 Penalty: 4921.660156
	Iteration 44Q: 3 clusters Score -1958209 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -1958227.250000 Penalty: 4921.660156
	Iteration 45Q: 3 clusters Score -1958227 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -1958247.500000 Penalty: 4921.660156
	Iteration 46Q: 3 clusters Score -1958248 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -1958272.000000 Penalty: 4921.660156
	Iteration 47Q: 3 clusters Score -1958272 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -1958283.625000 Penalty: 4921.660156
	Iteration 48Q: 3 clusters Score -1958284 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -1958315.750000 Penalty: 4921.660156
	Iteration 49Q: 3 clusters Score -1958316 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -1958330.750000 Penalty: 4921.660156
	Iteration 50Q: 3 clusters Score -1958331 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -1958352.875000 Penalty: 4921.660156
	Iteration 51Q: 3 clusters Score -1958353 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -1958387.750000 Penalty: 4921.660156
	Iteration 52Q: 3 clusters Score -1958388 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -1958427.250000 Penalty: 4921.660156
	Iteration 53Q: 3 clusters Score -1958427 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -1958465.250000 Penalty: 4921.660156
	Iteration 54Q: 3 clusters Score -1958465 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -1958495.125000 Penalty: 4921.660156
	Iteration 55Q: 3 clusters Score -1958495 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -1958530.375000 Penalty: 4921.660156
	Iteration 56Q: 3 clusters Score -1958530 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -1958565.875000 Penalty: 4921.660156
	Iteration 57Q: 3 clusters Score -1958566 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -1958612.375000 Penalty: 4921.660156
	Iteration 58Q: 3 clusters Score -1958612 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -1958647.500000 Penalty: 4921.660156
	Iteration 59Q: 3 clusters Score -1958648 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -1958673.875000 Penalty: 4921.660156
	Iteration 60F: 3 clusters Score -1958674 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -1958688.875000 Penalty: 4921.660156
	Iteration 61Q: 3 clusters Score -1958689 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -1958699.625000 Penalty: 4921.660156
	Iteration 62Q: 3 clusters Score -1958700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -1958709.000000 Penalty: 4921.660156
	Iteration 63Q: 3 clusters Score -1958709 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -1958719.000000 Penalty: 4921.660156
	Iteration 64Q: 3 clusters Score -1958719 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -1958721.750000 Penalty: 4921.660156
	Iteration 65Q: 3 clusters Score -1958722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -1958732.875000 Penalty: 4921.660156
	Iteration 66Q: 3 clusters Score -1958733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -1958733.000000 Penalty: 4921.660156
	Iteration 67Q: 3 clusters Score -1958733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -1958736.625000 Penalty: 4921.660156
	Iteration 68Q: 3 clusters Score -1958737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -1958736.875000 Penalty: 4921.660156
	Iteration 69Q: 3 clusters Score -1958737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -1958742.375000 Penalty: 4921.660156
	Iteration 70Q: 3 clusters Score -1958742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -1958745.250000 Penalty: 4921.660156
	Iteration 71Q: 3 clusters Score -1958745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -1958747.000000 Penalty: 4921.660156
	Iteration 72Q: 3 clusters Score -1958747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -1958746.125000 Penalty: 4921.660156
	Iteration 73Q: 3 clusters Score -1958746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -1958743.250000 Penalty: 4921.660156
	Iteration 74Q: 3 clusters Score -1958743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -1958745.375000 Penalty: 4921.660156
	Iteration 75Q: 3 clusters Score -1958745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -1958747.250000 Penalty: 4921.660156
	Iteration 76Q: 3 clusters Score -1958747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -1958747.250000 Penalty: 4921.660156
	Iteration 77F: 3 clusters Score -1958747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Entering Unmasked Estep 
Score: -331023.375000 Penalty: 2011.981201
	Iteration 0F: 2 clusters Score -331023.4 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 1674 members 
Entering Unmasked Estep 
Score: -327560.718750 Penalty: 4023.962402
	Iteration 0F: 3 clusters Score -327560.7 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -328371.718750 Penalty: 4023.962402
	Iteration 1F: 3 clusters Score -328371.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -328576.250000 Penalty: 4023.962402
	Iteration 2F: 3 clusters Score -328576.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -328700.281250 Penalty: 4023.962402
	Iteration 3F: 3 clusters Score -328700.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -328782.250000 Penalty: 4023.962402
	Iteration 4Q: 3 clusters Score -328782.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -328856.875000 Penalty: 4023.962402
	Iteration 5Q: 3 clusters Score -328856.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -328919.218750 Penalty: 4023.962402
	Iteration 6Q: 3 clusters Score -328919.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -328968.906250 Penalty: 4023.962402
	Iteration 7Q: 3 clusters Score -328968.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -329007.812500 Penalty: 4023.962402
	Iteration 8Q: 3 clusters Score -329007.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -329048.000000 Penalty: 4023.962402
	Iteration 9Q: 3 clusters Score -329048 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -329071.906250 Penalty: 4023.962402
	Iteration 10Q: 3 clusters Score -329071.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -329097.812500 Penalty: 4023.962402
	Iteration 11Q: 3 clusters Score -329097.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -329123.750000 Penalty: 4023.962402
	Iteration 12Q: 3 clusters Score -329123.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -329151.312500 Penalty: 4023.962402
	Iteration 13Q: 3 clusters Score -329151.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -329185.062500 Penalty: 4023.962402
	Iteration 14Q: 3 clusters Score -329185.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -329214.406250 Penalty: 4023.962402
	Iteration 15Q: 3 clusters Score -329214.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -329244.250000 Penalty: 4023.962402
	Iteration 16Q: 3 clusters Score -329244.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -329275.718750 Penalty: 4023.962402
	Iteration 17Q: 3 clusters Score -329275.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -329306.718750 Penalty: 4023.962402
	Iteration 18Q: 3 clusters Score -329306.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -329345.906250 Penalty: 4023.962402
	Iteration 19Q: 3 clusters Score -329345.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -329379.062500 Penalty: 4023.962402
	Iteration 20F: 3 clusters Score -329379.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -329412.375000 Penalty: 4023.962402
	Iteration 21Q: 3 clusters Score -329412.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -329447.562500 Penalty: 4023.962402
	Iteration 22Q: 3 clusters Score -329447.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -329479.875000 Penalty: 4023.962402
	Iteration 23Q: 3 clusters Score -329479.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -329511.531250 Penalty: 4023.962402
	Iteration 24Q: 3 clusters Score -329511.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -329535.843750 Penalty: 4023.962402
	Iteration 25Q: 3 clusters Score -329535.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -329567.343750 Penalty: 4023.962402
	Iteration 26Q: 3 clusters Score -329567.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -329596.625000 Penalty: 4023.962402
	Iteration 27Q: 3 clusters Score -329596.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -329617.906250 Penalty: 4023.962402
	Iteration 28Q: 3 clusters Score -329617.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -329632.062500 Penalty: 4023.962402
	Iteration 29Q: 3 clusters Score -329632.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -329648.468750 Penalty: 4023.962402
	Iteration 30Q: 3 clusters Score -329648.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -329666.218750 Penalty: 4023.962402
	Iteration 31Q: 3 clusters Score -329666.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -329671.000000 Penalty: 4023.962402
	Iteration 32Q: 3 clusters Score -329671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -329676.468750 Penalty: 4023.962402
	Iteration 33Q: 3 clusters Score -329676.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -329678.000000 Penalty: 4023.962402
	Iteration 34Q: 3 clusters Score -329678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -329681.718750 Penalty: 4023.962402
	Iteration 35Q: 3 clusters Score -329681.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -329685.500000 Penalty: 4023.962402
	Iteration 36Q: 3 clusters Score -329685.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -329691.593750 Penalty: 4023.962402
	Iteration 37Q: 3 clusters Score -329691.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -329700.656250 Penalty: 4023.962402
	Iteration 38Q: 3 clusters Score -329700.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -329709.875000 Penalty: 4023.962402
	Iteration 39Q: 3 clusters Score -329709.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -329715.843750 Penalty: 4023.962402
	Iteration 40F: 3 clusters Score -329715.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -329723.156250 Penalty: 4023.962402
	Iteration 41Q: 3 clusters Score -329723.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -329728.843750 Penalty: 4023.962402
	Iteration 42Q: 3 clusters Score -329728.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -329731.687500 Penalty: 4023.962402
	Iteration 43Q: 3 clusters Score -329731.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -329736.187500 Penalty: 4023.962402
	Iteration 44Q: 3 clusters Score -329736.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -329742.468750 Penalty: 4023.962402
	Iteration 45Q: 3 clusters Score -329742.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -329749.000000 Penalty: 4023.962402
	Iteration 46Q: 3 clusters Score -329749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -329756.187500 Penalty: 4023.962402
	Iteration 47Q: 3 clusters Score -329756.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -329765.000000 Penalty: 4023.962402
	Iteration 48Q: 3 clusters Score -329765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -329767.718750 Penalty: 4023.962402
	Iteration 49Q: 3 clusters Score -329767.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -329769.125000 Penalty: 4023.962402
	Iteration 50Q: 3 clusters Score -329769.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -329772.968750 Penalty: 4023.962402
	Iteration 51Q: 3 clusters Score -329773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -329774.000000 Penalty: 4023.962402
	Iteration 52Q: 3 clusters Score -329774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -329774.718750 Penalty: 4023.962402
	Iteration 53Q: 3 clusters Score -329774.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -329775.500000 Penalty: 4023.962402
	Iteration 54Q: 3 clusters Score -329775.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -329775.500000 Penalty: 4023.962402
	Iteration 55F: 3 clusters Score -329775.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Entering Unmasked Estep 
Score: -164971.515625 Penalty: 1854.726318
	Iteration 0F: 2 clusters Score -164971.5 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 913 members 
Entering Unmasked Estep 
Score: -162523.546875 Penalty: 3709.452637
	Iteration 0F: 3 clusters Score -162523.5 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -163053.953125 Penalty: 3709.452637
	Iteration 1F: 3 clusters Score -163054 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -163309.015625 Penalty: 3709.452637
	Iteration 2F: 3 clusters Score -163309 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -163486.796875 Penalty: 3709.452637
	Iteration 3F: 3 clusters Score -163486.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -163609.125000 Penalty: 3709.452637
	Iteration 4F: 3 clusters Score -163609.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -163719.890625 Penalty: 3709.452637
	Iteration 5Q: 3 clusters Score -163719.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -163829.968750 Penalty: 3709.452637
	Iteration 6Q: 3 clusters Score -163830 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -163912.781250 Penalty: 3709.452637
	Iteration 7Q: 3 clusters Score -163912.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -163983.453125 Penalty: 3709.452637
	Iteration 8Q: 3 clusters Score -163983.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -164047.546875 Penalty: 3709.452637
	Iteration 9Q: 3 clusters Score -164047.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -164084.281250 Penalty: 3709.452637
	Iteration 10Q: 3 clusters Score -164084.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -164111.218750 Penalty: 3709.452637
	Iteration 11Q: 3 clusters Score -164111.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -164144.406250 Penalty: 3709.452637
	Iteration 12Q: 3 clusters Score -164144.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -164171.515625 Penalty: 3709.452637
	Iteration 13Q: 3 clusters Score -164171.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -164184.750000 Penalty: 3709.452637
	Iteration 14Q: 3 clusters Score -164184.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -164191.375000 Penalty: 3709.452637
	Iteration 15Q: 3 clusters Score -164191.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -164195.078125 Penalty: 3709.452637
	Iteration 16Q: 3 clusters Score -164195.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -164197.046875 Penalty: 3709.452637
	Iteration 17Q: 3 clusters Score -164197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -164198.156250 Penalty: 3709.452637
	Iteration 18Q: 3 clusters Score -164198.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -164198.875000 Penalty: 3709.452637
	Iteration 19Q: 3 clusters Score -164198.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -164199.421875 Penalty: 3709.452637
	Iteration 20F: 3 clusters Score -164199.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Entering Unmasked Estep 
Score: -2081972.750000 Penalty: 2449.709717
	Iteration 0F: 2 clusters Score -2081973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2068109.875000 Penalty: 4899.419434
	Iteration 0F: 3 clusters Score -2068110 nChanged 8560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2072881.375000 Penalty: 4899.419434
	Iteration 1F: 3 clusters Score -2072881 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2073548.875000 Penalty: 4899.419434
	Iteration 2F: 3 clusters Score -2073549 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -2074361.125000 Penalty: 4899.419434
	Iteration 3F: 3 clusters Score -2074361 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2075506.625000 Penalty: 4899.419434
	Iteration 4F: 3 clusters Score -2075507 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2076917.375000 Penalty: 4899.419434
	Iteration 5F: 3 clusters Score -2076917 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2078485.375000 Penalty: 4899.419434
	Iteration 6F: 3 clusters Score -2078485 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2079722.875000 Penalty: 4899.419434
	Iteration 7F: 3 clusters Score -2079723 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2080602.625000 Penalty: 4899.419434
	Iteration 8F: 3 clusters Score -2080603 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2081148.250000 Penalty: 4899.419434
	Iteration 9Q: 3 clusters Score -2081148 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -2081430.250000 Penalty: 4899.419434
	Iteration 10Q: 3 clusters Score -2081430 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2081587.250000 Penalty: 4899.419434
	Iteration 11Q: 3 clusters Score -2081587 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2081665.375000 Penalty: 4899.419434
	Iteration 12Q: 3 clusters Score -2081665 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2081713.125000 Penalty: 4899.419434
	Iteration 13Q: 3 clusters Score -2081713 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2081747.125000 Penalty: 4899.419434
	Iteration 14Q: 3 clusters Score -2081747 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2081766.000000 Penalty: 4899.419434
	Iteration 15Q: 3 clusters Score -2081766 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2081770.625000 Penalty: 4899.419434
	Iteration 16Q: 3 clusters Score -2081771 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -2081774.375000 Penalty: 4899.419434
	Iteration 17Q: 3 clusters Score -2081774 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -2081778.750000 Penalty: 4899.419434
	Iteration 18Q: 3 clusters Score -2081779 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -2081787.875000 Penalty: 4899.419434
	Iteration 19Q: 3 clusters Score -2081788 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2081790.625000 Penalty: 4899.419434
	Iteration 20F: 3 clusters Score -2081791 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2081790.500000 Penalty: 4899.419434
	Iteration 21Q: 3 clusters Score -2081790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2081790.875000 Penalty: 4899.419434
	Iteration 22Q: 3 clusters Score -2081791 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2081793.375000 Penalty: 4899.419434
	Iteration 23Q: 3 clusters Score -2081793 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2081795.250000 Penalty: 4899.419434
	Iteration 24Q: 3 clusters Score -2081795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2081800.250000 Penalty: 4899.419434
	Iteration 25Q: 3 clusters Score -2081800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2081801.750000 Penalty: 4899.419434
	Iteration 26Q: 3 clusters Score -2081802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2081802.375000 Penalty: 4899.419434
	Iteration 27Q: 3 clusters Score -2081802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -2081802.125000 Penalty: 4899.419434
	Iteration 28Q: 3 clusters Score -2081802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2081802.500000 Penalty: 4899.419434
	Iteration 29Q: 3 clusters Score -2081802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -2081802.625000 Penalty: 4899.419434
	Iteration 30Q: 3 clusters Score -2081803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2081804.750000 Penalty: 4899.419434
	Iteration 31Q: 3 clusters Score -2081805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -2081806.250000 Penalty: 4899.419434
	Iteration 32Q: 3 clusters Score -2081806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -2081808.000000 Penalty: 4899.419434
	Iteration 33Q: 3 clusters Score -2081808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2081805.750000 Penalty: 4899.419434
	Iteration 34Q: 3 clusters Score -2081806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -2081805.125000 Penalty: 4899.419434
	Iteration 35Q: 3 clusters Score -2081805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2081805.625000 Penalty: 4899.419434
	Iteration 36Q: 3 clusters Score -2081806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2081808.125000 Penalty: 4899.419434
	Iteration 37Q: 3 clusters Score -2081808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2081808.250000 Penalty: 4899.419434
	Iteration 38Q: 3 clusters Score -2081808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2081807.750000 Penalty: 4899.419434
	Iteration 39Q: 3 clusters Score -2081808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2081807.750000 Penalty: 4899.419434
	Iteration 40F: 3 clusters Score -2081808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Entering Unmasked Estep 
Score: -487021.875000 Penalty: 2086.354980
	Iteration 0F: 2 clusters Score -487021.9 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 2280 members 
Entering Unmasked Estep 
Score: -482875.062500 Penalty: 4172.709961
	Iteration 0F: 3 clusters Score -482875.1 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -483815.812500 Penalty: 4172.709961
	Iteration 1F: 3 clusters Score -483815.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -483989.812500 Penalty: 4172.709961
	Iteration 2F: 3 clusters Score -483989.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -484109.093750 Penalty: 4172.709961
	Iteration 3Q: 3 clusters Score -484109.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -484191.375000 Penalty: 4172.709961
	Iteration 4Q: 3 clusters Score -484191.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -484260.718750 Penalty: 4172.709961
	Iteration 5Q: 3 clusters Score -484260.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -484316.406250 Penalty: 4172.709961
	Iteration 6Q: 3 clusters Score -484316.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -484366.343750 Penalty: 4172.709961
	Iteration 7Q: 3 clusters Score -484366.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -484403.343750 Penalty: 4172.709961
	Iteration 8Q: 3 clusters Score -484403.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -484437.968750 Penalty: 4172.709961
	Iteration 9Q: 3 clusters Score -484438 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -484474.093750 Penalty: 4172.709961
	Iteration 10Q: 3 clusters Score -484474.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -484502.968750 Penalty: 4172.709961
	Iteration 11Q: 3 clusters Score -484503 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -484527.531250 Penalty: 4172.709961
	Iteration 12Q: 3 clusters Score -484527.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -484555.156250 Penalty: 4172.709961
	Iteration 13Q: 3 clusters Score -484555.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -484582.250000 Penalty: 4172.709961
	Iteration 14Q: 3 clusters Score -484582.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -484608.468750 Penalty: 4172.709961
	Iteration 15Q: 3 clusters Score -484608.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -484635.625000 Penalty: 4172.709961
	Iteration 16Q: 3 clusters Score -484635.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -484657.781250 Penalty: 4172.709961
	Iteration 17Q: 3 clusters Score -484657.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -484686.781250 Penalty: 4172.709961
	Iteration 18Q: 3 clusters Score -484686.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -484711.906250 Penalty: 4172.709961
	Iteration 19Q: 3 clusters Score -484711.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -484736.531250 Penalty: 4172.709961
	Iteration 20F: 3 clusters Score -484736.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -484758.625000 Penalty: 4172.709961
	Iteration 21Q: 3 clusters Score -484758.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -484781.062500 Penalty: 4172.709961
	Iteration 22Q: 3 clusters Score -484781.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -484800.531250 Penalty: 4172.709961
	Iteration 23Q: 3 clusters Score -484800.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -484823.375000 Penalty: 4172.709961
	Iteration 24Q: 3 clusters Score -484823.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -484847.500000 Penalty: 4172.709961
	Iteration 25Q: 3 clusters Score -484847.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -484872.375000 Penalty: 4172.709961
	Iteration 26Q: 3 clusters Score -484872.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -484900.343750 Penalty: 4172.709961
	Iteration 27Q: 3 clusters Score -484900.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -484923.500000 Penalty: 4172.709961
	Iteration 28Q: 3 clusters Score -484923.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -484953.250000 Penalty: 4172.709961
	Iteration 29Q: 3 clusters Score -484953.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -484990.000000 Penalty: 4172.709961
	Iteration 30Q: 3 clusters Score -484990 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -485030.312500 Penalty: 4172.709961
	Iteration 31Q: 3 clusters Score -485030.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -485059.906250 Penalty: 4172.709961
	Iteration 32Q: 3 clusters Score -485059.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -485083.218750 Penalty: 4172.709961
	Iteration 33Q: 3 clusters Score -485083.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -485106.031250 Penalty: 4172.709961
	Iteration 34Q: 3 clusters Score -485106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -485122.062500 Penalty: 4172.709961
	Iteration 35Q: 3 clusters Score -485122.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -485133.218750 Penalty: 4172.709961
	Iteration 36Q: 3 clusters Score -485133.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -485145.312500 Penalty: 4172.709961
	Iteration 37Q: 3 clusters Score -485145.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -485156.562500 Penalty: 4172.709961
	Iteration 38Q: 3 clusters Score -485156.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -485165.031250 Penalty: 4172.709961
	Iteration 39Q: 3 clusters Score -485165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -485172.093750 Penalty: 4172.709961
	Iteration 40F: 3 clusters Score -485172.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -485179.562500 Penalty: 4172.709961
	Iteration 41Q: 3 clusters Score -485179.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -485184.406250 Penalty: 4172.709961
	Iteration 42Q: 3 clusters Score -485184.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -485190.406250 Penalty: 4172.709961
	Iteration 43Q: 3 clusters Score -485190.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -485199.687500 Penalty: 4172.709961
	Iteration 44Q: 3 clusters Score -485199.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -485209.812500 Penalty: 4172.709961
	Iteration 45Q: 3 clusters Score -485209.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -485214.875000 Penalty: 4172.709961
	Iteration 46Q: 3 clusters Score -485214.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -485220.406250 Penalty: 4172.709961
	Iteration 47Q: 3 clusters Score -485220.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -485225.562500 Penalty: 4172.709961
	Iteration 48Q: 3 clusters Score -485225.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -485229.312500 Penalty: 4172.709961
	Iteration 49Q: 3 clusters Score -485229.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -485230.312500 Penalty: 4172.709961
	Iteration 50Q: 3 clusters Score -485230.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -485231.375000 Penalty: 4172.709961
	Iteration 51Q: 3 clusters Score -485231.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -485232.843750 Penalty: 4172.709961
	Iteration 52Q: 3 clusters Score -485232.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -485233.687500 Penalty: 4172.709961
	Iteration 53Q: 3 clusters Score -485233.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -485233.687500 Penalty: 4172.709961
	Iteration 54F: 3 clusters Score -485233.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Entering Unmasked Estep 
Score: -532245.875000 Penalty: 2103.428467
	Iteration 0F: 2 clusters Score -532245.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -527820.625000 Penalty: 4206.856934
	Iteration 0F: 3 clusters Score -527820.6 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -528930.875000 Penalty: 4206.856934
	Iteration 1F: 3 clusters Score -528930.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -529131.125000 Penalty: 4206.856934
	Iteration 2F: 3 clusters Score -529131.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -529233.750000 Penalty: 4206.856934
	Iteration 3Q: 3 clusters Score -529233.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -529292.375000 Penalty: 4206.856934
	Iteration 4Q: 3 clusters Score -529292.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -529340.687500 Penalty: 4206.856934
	Iteration 5Q: 3 clusters Score -529340.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -529373.312500 Penalty: 4206.856934
	Iteration 6Q: 3 clusters Score -529373.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -529398.750000 Penalty: 4206.856934
	Iteration 7Q: 3 clusters Score -529398.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -529415.812500 Penalty: 4206.856934
	Iteration 8Q: 3 clusters Score -529415.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -529434.250000 Penalty: 4206.856934
	Iteration 9Q: 3 clusters Score -529434.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -529451.500000 Penalty: 4206.856934
	Iteration 10Q: 3 clusters Score -529451.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -529461.375000 Penalty: 4206.856934
	Iteration 11Q: 3 clusters Score -529461.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -529471.437500 Penalty: 4206.856934
	Iteration 12Q: 3 clusters Score -529471.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -529478.562500 Penalty: 4206.856934
	Iteration 13Q: 3 clusters Score -529478.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -529484.500000 Penalty: 4206.856934
	Iteration 14Q: 3 clusters Score -529484.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -529493.562500 Penalty: 4206.856934
	Iteration 15Q: 3 clusters Score -529493.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -529499.750000 Penalty: 4206.856934
	Iteration 16Q: 3 clusters Score -529499.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -529506.250000 Penalty: 4206.856934
	Iteration 17Q: 3 clusters Score -529506.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -529510.875000 Penalty: 4206.856934
	Iteration 18Q: 3 clusters Score -529510.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -529518.625000 Penalty: 4206.856934
	Iteration 19Q: 3 clusters Score -529518.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -529522.687500 Penalty: 4206.856934
	Iteration 20F: 3 clusters Score -529522.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -529525.625000 Penalty: 4206.856934
	Iteration 21Q: 3 clusters Score -529525.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -529529.937500 Penalty: 4206.856934
	Iteration 22Q: 3 clusters Score -529529.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -529534.375000 Penalty: 4206.856934
	Iteration 23Q: 3 clusters Score -529534.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -529537.875000 Penalty: 4206.856934
	Iteration 24Q: 3 clusters Score -529537.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -529541.937500 Penalty: 4206.856934
	Iteration 25Q: 3 clusters Score -529541.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -529544.625000 Penalty: 4206.856934
	Iteration 26Q: 3 clusters Score -529544.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -529547.437500 Penalty: 4206.856934
	Iteration 27Q: 3 clusters Score -529547.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -529549.437500 Penalty: 4206.856934
	Iteration 28Q: 3 clusters Score -529549.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -529554.562500 Penalty: 4206.856934
	Iteration 29Q: 3 clusters Score -529554.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -529557.750000 Penalty: 4206.856934
	Iteration 30Q: 3 clusters Score -529557.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -529558.750000 Penalty: 4206.856934
	Iteration 31Q: 3 clusters Score -529558.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -529559.125000 Penalty: 4206.856934
	Iteration 32Q: 3 clusters Score -529559.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -529560.875000 Penalty: 4206.856934
	Iteration 33Q: 3 clusters Score -529560.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -529564.500000 Penalty: 4206.856934
	Iteration 34Q: 3 clusters Score -529564.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -529568.375000 Penalty: 4206.856934
	Iteration 35Q: 3 clusters Score -529568.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -529571.250000 Penalty: 4206.856934
	Iteration 36Q: 3 clusters Score -529571.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -529572.750000 Penalty: 4206.856934
	Iteration 37Q: 3 clusters Score -529572.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -529573.312500 Penalty: 4206.856934
	Iteration 38Q: 3 clusters Score -529573.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -529575.125000 Penalty: 4206.856934
	Iteration 39Q: 3 clusters Score -529575.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -529577.125000 Penalty: 4206.856934
	Iteration 40F: 3 clusters Score -529577.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Entering Unmasked Estep 
Score: -1486953.250000 Penalty: 2366.828857
	Iteration 0F: 2 clusters Score -1486953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1476759.875000 Penalty: 4733.657715
	Iteration 0F: 3 clusters Score -1476760 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1480092.125000 Penalty: 4733.657715
	Iteration 1F: 3 clusters Score -1480092 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1480558.375000 Penalty: 4733.657715
	Iteration 2F: 3 clusters Score -1480558 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1480929.125000 Penalty: 4733.657715
	Iteration 3F: 3 clusters Score -1480929 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1481255.500000 Penalty: 4733.657715
	Iteration 4Q: 3 clusters Score -1481256 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1481599.375000 Penalty: 4733.657715
	Iteration 5Q: 3 clusters Score -1481599 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1481969.750000 Penalty: 4733.657715
	Iteration 6Q: 3 clusters Score -1481970 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1482370.500000 Penalty: 4733.657715
	Iteration 7Q: 3 clusters Score -1482370 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1482919.000000 Penalty: 4733.657715
	Iteration 8Q: 3 clusters Score -1482919 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1483550.875000 Penalty: 4733.657715
	Iteration 9F: 3 clusters Score -1483551 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1484142.250000 Penalty: 4733.657715
	Iteration 10F: 3 clusters Score -1484142 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1484548.750000 Penalty: 4733.657715
	Iteration 11Q: 3 clusters Score -1484549 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1484794.750000 Penalty: 4733.657715
	Iteration 12Q: 3 clusters Score -1484795 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1484945.250000 Penalty: 4733.657715
	Iteration 13Q: 3 clusters Score -1484945 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1485035.000000 Penalty: 4733.657715
	Iteration 14Q: 3 clusters Score -1485035 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1485079.500000 Penalty: 4733.657715
	Iteration 15Q: 3 clusters Score -1485080 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1485110.625000 Penalty: 4733.657715
	Iteration 16Q: 3 clusters Score -1485111 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1485133.250000 Penalty: 4733.657715
	Iteration 17Q: 3 clusters Score -1485133 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1485143.125000 Penalty: 4733.657715
	Iteration 18Q: 3 clusters Score -1485143 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1485155.750000 Penalty: 4733.657715
	Iteration 19Q: 3 clusters Score -1485156 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1485162.000000 Penalty: 4733.657715
	Iteration 20F: 3 clusters Score -1485162 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1485170.750000 Penalty: 4733.657715
	Iteration 21Q: 3 clusters Score -1485171 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1485174.875000 Penalty: 4733.657715
	Iteration 22Q: 3 clusters Score -1485175 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1485181.500000 Penalty: 4733.657715
	Iteration 23Q: 3 clusters Score -1485182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1485186.250000 Penalty: 4733.657715
	Iteration 24Q: 3 clusters Score -1485186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1485184.750000 Penalty: 4733.657715
	Iteration 25Q: 3 clusters Score -1485185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1485190.375000 Penalty: 4733.657715
	Iteration 26Q: 3 clusters Score -1485190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1485193.250000 Penalty: 4733.657715
	Iteration 27Q: 3 clusters Score -1485193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1485187.875000 Penalty: 4733.657715
	Iteration 28Q: 3 clusters Score -1485188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1485190.125000 Penalty: 4733.657715
	Iteration 29Q: 3 clusters Score -1485190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1485188.875000 Penalty: 4733.657715
	Iteration 30Q: 3 clusters Score -1485189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1485188.500000 Penalty: 4733.657715
	Iteration 31Q: 3 clusters Score -1485188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1485189.625000 Penalty: 4733.657715
	Iteration 32Q: 3 clusters Score -1485190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1485189.625000 Penalty: 4733.657715
	Iteration 33Q: 3 clusters Score -1485190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1485189.875000 Penalty: 4733.657715
	Iteration 34Q: 3 clusters Score -1485190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1485189.625000 Penalty: 4733.657715
	Iteration 35Q: 3 clusters Score -1485190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1485188.875000 Penalty: 4733.657715
	Iteration 36Q: 3 clusters Score -1485189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1485188.875000 Penalty: 4733.657715
	Iteration 37F: 3 clusters Score -1485189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -70332.234375 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -70332.23 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 387 members 
Entering Unmasked Estep 
Score: -68634.343750 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -68634.34 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -68877.007812 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -68877.01 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -68957.343750 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -68957.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -69004.601562 Penalty: 3261.237549
	Iteration 3Q: 3 clusters Score -69004.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -69038.992188 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -69038.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -69078.109375 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -69078.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -69105.335938 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -69105.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -69121.468750 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -69121.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -69125.093750 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -69125.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -69127.093750 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -69127.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -69128.492188 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -69128.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -69128.492188 Penalty: 3261.237549
	Iteration 11F: 3 clusters Score -69128.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Entering Unmasked Estep 
Score: -100621.546875 Penalty: 1713.123291
	Iteration 0F: 2 clusters Score -100621.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -98727.726562 Penalty: 3426.246582
	Iteration 0F: 3 clusters Score -98727.73 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -99020.625000 Penalty: 3426.246582
	Iteration 1F: 3 clusters Score -99020.62 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -99077.992188 Penalty: 3426.246582
	Iteration 2F: 3 clusters Score -99077.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -99103.343750 Penalty: 3426.246582
	Iteration 3Q: 3 clusters Score -99103.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -99119.093750 Penalty: 3426.246582
	Iteration 4Q: 3 clusters Score -99119.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -99127.015625 Penalty: 3426.246582
	Iteration 5Q: 3 clusters Score -99127.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -99135.851562 Penalty: 3426.246582
	Iteration 6Q: 3 clusters Score -99135.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -99137.312500 Penalty: 3426.246582
	Iteration 7Q: 3 clusters Score -99137.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -99139.953125 Penalty: 3426.246582
	Iteration 8Q: 3 clusters Score -99139.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -99141.125000 Penalty: 3426.246582
	Iteration 9Q: 3 clusters Score -99141.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -99142.148438 Penalty: 3426.246582
	Iteration 10Q: 3 clusters Score -99142.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -99142.148438 Penalty: 3426.246582
	Iteration 11F: 3 clusters Score -99142.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Entering Unmasked Estep 
Score: -942945.062500 Penalty: 2352.358643
	Iteration 0F: 2 clusters Score -942945.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -933176.062500 Penalty: 4704.717285
	Iteration 0F: 3 clusters Score -933176.1 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -936369.125000 Penalty: 4704.717285
	Iteration 1F: 3 clusters Score -936369.1 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -936961.312500 Penalty: 4704.717285
	Iteration 2F: 3 clusters Score -936961.3 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -937524.500000 Penalty: 4704.717285
	Iteration 3F: 3 clusters Score -937524.5 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -938022.562500 Penalty: 4704.717285
	Iteration 4F: 3 clusters Score -938022.6 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -938483.937500 Penalty: 4704.717285
	Iteration 5F: 3 clusters Score -938483.9 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -938929.062500 Penalty: 4704.717285
	Iteration 6F: 3 clusters Score -938929.1 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -939310.937500 Penalty: 4704.717285
	Iteration 7Q: 3 clusters Score -939310.9 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -939650.812500 Penalty: 4704.717285
	Iteration 8Q: 3 clusters Score -939650.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -939974.625000 Penalty: 4704.717285
	Iteration 9Q: 3 clusters Score -939974.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -940251.562500 Penalty: 4704.717285
	Iteration 10Q: 3 clusters Score -940251.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -940464.000000 Penalty: 4704.717285
	Iteration 11Q: 3 clusters Score -940464 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -940639.187500 Penalty: 4704.717285
	Iteration 12Q: 3 clusters Score -940639.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -940817.687500 Penalty: 4704.717285
	Iteration 13Q: 3 clusters Score -940817.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -940958.625000 Penalty: 4704.717285
	Iteration 14Q: 3 clusters Score -940958.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -941101.812500 Penalty: 4704.717285
	Iteration 15Q: 3 clusters Score -941101.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -941218.812500 Penalty: 4704.717285
	Iteration 16Q: 3 clusters Score -941218.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -941313.437500 Penalty: 4704.717285
	Iteration 17Q: 3 clusters Score -941313.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -941385.062500 Penalty: 4704.717285
	Iteration 18Q: 3 clusters Score -941385.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -941436.250000 Penalty: 4704.717285
	Iteration 19Q: 3 clusters Score -941436.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -941489.312500 Penalty: 4704.717285
	Iteration 20F: 3 clusters Score -941489.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -941536.812500 Penalty: 4704.717285
	Iteration 21Q: 3 clusters Score -941536.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -941570.875000 Penalty: 4704.717285
	Iteration 22Q: 3 clusters Score -941570.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -941588.937500 Penalty: 4704.717285
	Iteration 23Q: 3 clusters Score -941588.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -941601.375000 Penalty: 4704.717285
	Iteration 24Q: 3 clusters Score -941601.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -941608.562500 Penalty: 4704.717285
	Iteration 25Q: 3 clusters Score -941608.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -941615.125000 Penalty: 4704.717285
	Iteration 26Q: 3 clusters Score -941615.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -941625.625000 Penalty: 4704.717285
	Iteration 27Q: 3 clusters Score -941625.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -941630.875000 Penalty: 4704.717285
	Iteration 28Q: 3 clusters Score -941630.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -941640.812500 Penalty: 4704.717285
	Iteration 29Q: 3 clusters Score -941640.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -941647.312500 Penalty: 4704.717285
	Iteration 30Q: 3 clusters Score -941647.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -941651.000000 Penalty: 4704.717285
	Iteration 31Q: 3 clusters Score -941651 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -941657.562500 Penalty: 4704.717285
	Iteration 32Q: 3 clusters Score -941657.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -941663.250000 Penalty: 4704.717285
	Iteration 33Q: 3 clusters Score -941663.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -941669.187500 Penalty: 4704.717285
	Iteration 34Q: 3 clusters Score -941669.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -941674.375000 Penalty: 4704.717285
	Iteration 35Q: 3 clusters Score -941674.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -941678.875000 Penalty: 4704.717285
	Iteration 36Q: 3 clusters Score -941678.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -941681.812500 Penalty: 4704.717285
	Iteration 37Q: 3 clusters Score -941681.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -941683.312500 Penalty: 4704.717285
	Iteration 38Q: 3 clusters Score -941683.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -941686.750000 Penalty: 4704.717285
	Iteration 39Q: 3 clusters Score -941686.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -941688.625000 Penalty: 4704.717285
	Iteration 40F: 3 clusters Score -941688.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -941692.500000 Penalty: 4704.717285
	Iteration 41Q: 3 clusters Score -941692.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -941697.437500 Penalty: 4704.717285
	Iteration 42Q: 3 clusters Score -941697.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -941695.500000 Penalty: 4704.717285
	Iteration 43Q: 3 clusters Score -941695.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -941698.625000 Penalty: 4704.717285
	Iteration 44Q: 3 clusters Score -941698.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -941701.437500 Penalty: 4704.717285
	Iteration 45Q: 3 clusters Score -941701.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -941701.125000 Penalty: 4704.717285
	Iteration 46Q: 3 clusters Score -941701.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -941699.187500 Penalty: 4704.717285
	Iteration 47Q: 3 clusters Score -941699.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -941702.500000 Penalty: 4704.717285
	Iteration 48Q: 3 clusters Score -941702.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -941705.125000 Penalty: 4704.717285
	Iteration 49Q: 3 clusters Score -941705.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -941704.000000 Penalty: 4704.717285
	Iteration 50Q: 3 clusters Score -941704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -941705.000000 Penalty: 4704.717285
	Iteration 51Q: 3 clusters Score -941705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -941704.625000 Penalty: 4704.717285
	Iteration 52Q: 3 clusters Score -941704.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -941705.187500 Penalty: 4704.717285
	Iteration 53Q: 3 clusters Score -941705.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -941705.187500 Penalty: 4704.717285
	Iteration 54F: 3 clusters Score -941705.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (32091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Entering Unmasked Estep 
Score: -3514371.500000 Penalty: 2573.330078
	Iteration 0F: 2 clusters Score -3514372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -3492490.000000 Penalty: 5146.660156
	Iteration 0F: 3 clusters Score -3492490 nChanged 14386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -3500298.250000 Penalty: 5146.660156
	Iteration 1F: 3 clusters Score -3500298 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -3500720.750000 Penalty: 5146.660156
	Iteration 2Q: 3 clusters Score -3500721 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -3501077.000000 Penalty: 5146.660156
	Iteration 3Q: 3 clusters Score -3501077 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -3501402.000000 Penalty: 5146.660156
	Iteration 4Q: 3 clusters Score -3501402 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -3501745.250000 Penalty: 5146.660156
	Iteration 5Q: 3 clusters Score -3501745 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -3502101.500000 Penalty: 5146.660156
	Iteration 6Q: 3 clusters Score -3502102 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -3502563.250000 Penalty: 5146.660156
	Iteration 7Q: 3 clusters Score -3502563 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -3503199.000000 Penalty: 5146.660156
	Iteration 8Q: 3 clusters Score -3503199 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -3503958.000000 Penalty: 5146.660156
	Iteration 9Q: 3 clusters Score -3503958 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -3505012.000000 Penalty: 5146.660156
	Iteration 10F: 3 clusters Score -3505012 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -3506168.250000 Penalty: 5146.660156
	Iteration 11F: 3 clusters Score -3506168 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -3507346.500000 Penalty: 5146.660156
	Iteration 12Q: 3 clusters Score -3507346 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -3508444.750000 Penalty: 5146.660156
	Iteration 13Q: 3 clusters Score -3508445 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -3509388.500000 Penalty: 5146.660156
	Iteration 14Q: 3 clusters Score -3509388 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -3510115.250000 Penalty: 5146.660156
	Iteration 15Q: 3 clusters Score -3510115 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -3510640.750000 Penalty: 5146.660156
	Iteration 16Q: 3 clusters Score -3510641 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -3511072.750000 Penalty: 5146.660156
	Iteration 17Q: 3 clusters Score -3511073 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -3511381.250000 Penalty: 5146.660156
	Iteration 18Q: 3 clusters Score -3511381 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -3511612.500000 Penalty: 5146.660156
	Iteration 19Q: 3 clusters Score -3511612 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -3511776.250000 Penalty: 5146.660156
	Iteration 20F: 3 clusters Score -3511776 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -3511873.000000 Penalty: 5146.660156
	Iteration 21Q: 3 clusters Score -3511873 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -3511922.750000 Penalty: 5146.660156
	Iteration 22Q: 3 clusters Score -3511923 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -3511984.500000 Penalty: 5146.660156
	Iteration 23Q: 3 clusters Score -3511984 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -3512025.250000 Penalty: 5146.660156
	Iteration 24Q: 3 clusters Score -3512025 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -3512051.750000 Penalty: 5146.660156
	Iteration 25Q: 3 clusters Score -3512052 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -3512074.250000 Penalty: 5146.660156
	Iteration 26Q: 3 clusters Score -3512074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -3512093.500000 Penalty: 5146.660156
	Iteration 27Q: 3 clusters Score -3512094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -3512110.250000 Penalty: 5146.660156
	Iteration 28Q: 3 clusters Score -3512110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -3512131.000000 Penalty: 5146.660156
	Iteration 29Q: 3 clusters Score -3512131 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -3512153.750000 Penalty: 5146.660156
	Iteration 30Q: 3 clusters Score -3512154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -3512166.250000 Penalty: 5146.660156
	Iteration 31Q: 3 clusters Score -3512166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -3512177.750000 Penalty: 5146.660156
	Iteration 32Q: 3 clusters Score -3512178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -3512189.000000 Penalty: 5146.660156
	Iteration 33Q: 3 clusters Score -3512189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -3512194.500000 Penalty: 5146.660156
	Iteration 34Q: 3 clusters Score -3512194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -3512193.500000 Penalty: 5146.660156
	Iteration 35Q: 3 clusters Score -3512194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -3512195.750000 Penalty: 5146.660156
	Iteration 36Q: 3 clusters Score -3512196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -3512197.750000 Penalty: 5146.660156
	Iteration 37Q: 3 clusters Score -3512198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -3512205.000000 Penalty: 5146.660156
	Iteration 38Q: 3 clusters Score -3512205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -3512202.250000 Penalty: 5146.660156
	Iteration 39Q: 3 clusters Score -3512202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -3512204.500000 Penalty: 5146.660156
	Iteration 40F: 3 clusters Score -3512204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Entering Unmasked Estep 
Score: -853972.625000 Penalty: 2225.987549
	Iteration 0F: 2 clusters Score -853972.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -847681.062500 Penalty: 4451.975098
	Iteration 0F: 3 clusters Score -847681.1 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -849397.812500 Penalty: 4451.975098
	Iteration 1F: 3 clusters Score -849397.8 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -849773.375000 Penalty: 4451.975098
	Iteration 2F: 3 clusters Score -849773.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -850129.000000 Penalty: 4451.975098
	Iteration 3F: 3 clusters Score -850129 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -850490.750000 Penalty: 4451.975098
	Iteration 4F: 3 clusters Score -850490.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -850890.437500 Penalty: 4451.975098
	Iteration 5F: 3 clusters Score -850890.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -851327.500000 Penalty: 4451.975098
	Iteration 6F: 3 clusters Score -851327.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -851714.312500 Penalty: 4451.975098
	Iteration 7F: 3 clusters Score -851714.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -852036.187500 Penalty: 4451.975098
	Iteration 8Q: 3 clusters Score -852036.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -852297.625000 Penalty: 4451.975098
	Iteration 9Q: 3 clusters Score -852297.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -852531.312500 Penalty: 4451.975098
	Iteration 10Q: 3 clusters Score -852531.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -852701.875000 Penalty: 4451.975098
	Iteration 11Q: 3 clusters Score -852701.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -852810.187500 Penalty: 4451.975098
	Iteration 12Q: 3 clusters Score -852810.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -852863.625000 Penalty: 4451.975098
	Iteration 13Q: 3 clusters Score -852863.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -852887.062500 Penalty: 4451.975098
	Iteration 14Q: 3 clusters Score -852887.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -852898.375000 Penalty: 4451.975098
	Iteration 15Q: 3 clusters Score -852898.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -852907.062500 Penalty: 4451.975098
	Iteration 16Q: 3 clusters Score -852907.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -852911.125000 Penalty: 4451.975098
	Iteration 17Q: 3 clusters Score -852911.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -852914.750000 Penalty: 4451.975098
	Iteration 18Q: 3 clusters Score -852914.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -852916.687500 Penalty: 4451.975098
	Iteration 19Q: 3 clusters Score -852916.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -852918.187500 Penalty: 4451.975098
	Iteration 20F: 3 clusters Score -852918.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -852922.062500 Penalty: 4451.975098
	Iteration 21Q: 3 clusters Score -852922.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -852924.562500 Penalty: 4451.975098
	Iteration 22Q: 3 clusters Score -852924.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -852925.750000 Penalty: 4451.975098
	Iteration 23Q: 3 clusters Score -852925.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -852927.187500 Penalty: 4451.975098
	Iteration 24Q: 3 clusters Score -852927.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -852930.937500 Penalty: 4451.975098
	Iteration 25Q: 3 clusters Score -852930.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -852933.375000 Penalty: 4451.975098
	Iteration 26Q: 3 clusters Score -852933.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -852936.812500 Penalty: 4451.975098
	Iteration 27Q: 3 clusters Score -852936.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -852937.500000 Penalty: 4451.975098
	Iteration 28Q: 3 clusters Score -852937.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -852939.437500 Penalty: 4451.975098
	Iteration 29Q: 3 clusters Score -852939.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -852941.500000 Penalty: 4451.975098
	Iteration 30Q: 3 clusters Score -852941.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -852942.312500 Penalty: 4451.975098
	Iteration 31Q: 3 clusters Score -852942.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -852942.812500 Penalty: 4451.975098
	Iteration 32Q: 3 clusters Score -852942.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -852942.812500 Penalty: 4451.975098
	Iteration 33F: 3 clusters Score -852942.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (17971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Entering Unmasked Estep 
Score: -1757072.500000 Penalty: 2429.535645
	Iteration 0F: 2 clusters Score -1757072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1744293.125000 Penalty: 4859.071289
	Iteration 0F: 3 clusters Score -1744293 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1748560.625000 Penalty: 4859.071289
	Iteration 1F: 3 clusters Score -1748561 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1749074.375000 Penalty: 4859.071289
	Iteration 2F: 3 clusters Score -1749074 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1749544.375000 Penalty: 4859.071289
	Iteration 3F: 3 clusters Score -1749544 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1750084.875000 Penalty: 4859.071289
	Iteration 4F: 3 clusters Score -1750085 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1750626.375000 Penalty: 4859.071289
	Iteration 5F: 3 clusters Score -1750626 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1751177.625000 Penalty: 4859.071289
	Iteration 6F: 3 clusters Score -1751178 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1751701.500000 Penalty: 4859.071289
	Iteration 7F: 3 clusters Score -1751702 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1752154.125000 Penalty: 4859.071289
	Iteration 8Q: 3 clusters Score -1752154 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1752550.000000 Penalty: 4859.071289
	Iteration 9Q: 3 clusters Score -1752550 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1752867.250000 Penalty: 4859.071289
	Iteration 10Q: 3 clusters Score -1752867 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1753119.250000 Penalty: 4859.071289
	Iteration 11Q: 3 clusters Score -1753119 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1753311.375000 Penalty: 4859.071289
	Iteration 12Q: 3 clusters Score -1753311 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1753467.625000 Penalty: 4859.071289
	Iteration 13Q: 3 clusters Score -1753468 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1753608.750000 Penalty: 4859.071289
	Iteration 14Q: 3 clusters Score -1753609 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1753708.625000 Penalty: 4859.071289
	Iteration 15Q: 3 clusters Score -1753709 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1753798.500000 Penalty: 4859.071289
	Iteration 16Q: 3 clusters Score -1753798 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1753875.875000 Penalty: 4859.071289
	Iteration 17Q: 3 clusters Score -1753876 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1753948.000000 Penalty: 4859.071289
	Iteration 18Q: 3 clusters Score -1753948 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1753991.000000 Penalty: 4859.071289
	Iteration 19Q: 3 clusters Score -1753991 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1754059.375000 Penalty: 4859.071289
	Iteration 20F: 3 clusters Score -1754059 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1754095.250000 Penalty: 4859.071289
	Iteration 21Q: 3 clusters Score -1754095 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1754128.750000 Penalty: 4859.071289
	Iteration 22Q: 3 clusters Score -1754129 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1754154.250000 Penalty: 4859.071289
	Iteration 23Q: 3 clusters Score -1754154 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1754188.000000 Penalty: 4859.071289
	Iteration 24Q: 3 clusters Score -1754188 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1754232.625000 Penalty: 4859.071289
	Iteration 25Q: 3 clusters Score -1754233 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1754264.750000 Penalty: 4859.071289
	Iteration 26Q: 3 clusters Score -1754265 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1754304.625000 Penalty: 4859.071289
	Iteration 27Q: 3 clusters Score -1754305 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1754322.500000 Penalty: 4859.071289
	Iteration 28Q: 3 clusters Score -1754322 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1754350.875000 Penalty: 4859.071289
	Iteration 29Q: 3 clusters Score -1754351 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1754367.625000 Penalty: 4859.071289
	Iteration 30Q: 3 clusters Score -1754368 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1754384.875000 Penalty: 4859.071289
	Iteration 31Q: 3 clusters Score -1754385 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1754397.500000 Penalty: 4859.071289
	Iteration 32Q: 3 clusters Score -1754398 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1754409.500000 Penalty: 4859.071289
	Iteration 33Q: 3 clusters Score -1754410 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1754419.000000 Penalty: 4859.071289
	Iteration 34Q: 3 clusters Score -1754419 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1754424.250000 Penalty: 4859.071289
	Iteration 35Q: 3 clusters Score -1754424 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1754429.750000 Penalty: 4859.071289
	Iteration 36Q: 3 clusters Score -1754430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1754430.375000 Penalty: 4859.071289
	Iteration 37Q: 3 clusters Score -1754430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1754432.375000 Penalty: 4859.071289
	Iteration 38Q: 3 clusters Score -1754432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1754439.500000 Penalty: 4859.071289
	Iteration 39Q: 3 clusters Score -1754440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1754436.000000 Penalty: 4859.071289
	Iteration 40F: 3 clusters Score -1754436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1754437.750000 Penalty: 4859.071289
	Iteration 41Q: 3 clusters Score -1754438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1754441.500000 Penalty: 4859.071289
	Iteration 42Q: 3 clusters Score -1754442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1754441.500000 Penalty: 4859.071289
	Iteration 43Q: 3 clusters Score -1754442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1754445.750000 Penalty: 4859.071289
	Iteration 44Q: 3 clusters Score -1754446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1754452.500000 Penalty: 4859.071289
	Iteration 45Q: 3 clusters Score -1754452 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1754457.500000 Penalty: 4859.071289
	Iteration 46Q: 3 clusters Score -1754458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1754460.000000 Penalty: 4859.071289
	Iteration 47Q: 3 clusters Score -1754460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1754468.750000 Penalty: 4859.071289
	Iteration 48Q: 3 clusters Score -1754469 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1754477.875000 Penalty: 4859.071289
	Iteration 49Q: 3 clusters Score -1754478 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1754483.125000 Penalty: 4859.071289
	Iteration 50Q: 3 clusters Score -1754483 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1754490.250000 Penalty: 4859.071289
	Iteration 51Q: 3 clusters Score -1754490 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1754494.375000 Penalty: 4859.071289
	Iteration 52Q: 3 clusters Score -1754494 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1754504.125000 Penalty: 4859.071289
	Iteration 53Q: 3 clusters Score -1754504 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1754514.000000 Penalty: 4859.071289
	Iteration 54Q: 3 clusters Score -1754514 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1754517.875000 Penalty: 4859.071289
	Iteration 55Q: 3 clusters Score -1754518 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1754526.625000 Penalty: 4859.071289
	Iteration 56Q: 3 clusters Score -1754527 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1754530.750000 Penalty: 4859.071289
	Iteration 57Q: 3 clusters Score -1754531 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1754538.875000 Penalty: 4859.071289
	Iteration 58Q: 3 clusters Score -1754539 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1754542.875000 Penalty: 4859.071289
	Iteration 59Q: 3 clusters Score -1754543 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1754548.000000 Penalty: 4859.071289
	Iteration 60F: 3 clusters Score -1754548 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1754550.750000 Penalty: 4859.071289
	Iteration 61Q: 3 clusters Score -1754551 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1754556.000000 Penalty: 4859.071289
	Iteration 62Q: 3 clusters Score -1754556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1754557.375000 Penalty: 4859.071289
	Iteration 63Q: 3 clusters Score -1754557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1754557.500000 Penalty: 4859.071289
	Iteration 64Q: 3 clusters Score -1754558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1754560.125000 Penalty: 4859.071289
	Iteration 65Q: 3 clusters Score -1754560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1754567.875000 Penalty: 4859.071289
	Iteration 66Q: 3 clusters Score -1754568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1754571.375000 Penalty: 4859.071289
	Iteration 67Q: 3 clusters Score -1754571 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1754564.625000 Penalty: 4859.071289
	Iteration 68Q: 3 clusters Score -1754565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1754567.625000 Penalty: 4859.071289
	Iteration 69Q: 3 clusters Score -1754568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1754571.250000 Penalty: 4859.071289
	Iteration 70Q: 3 clusters Score -1754571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1754569.375000 Penalty: 4859.071289
	Iteration 71Q: 3 clusters Score -1754569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1754570.875000 Penalty: 4859.071289
	Iteration 72Q: 3 clusters Score -1754571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1754568.625000 Penalty: 4859.071289
	Iteration 73Q: 3 clusters Score -1754569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1754570.625000 Penalty: 4859.071289
	Iteration 74Q: 3 clusters Score -1754571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1754575.125000 Penalty: 4859.071289
	Iteration 75Q: 3 clusters Score -1754575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1754571.375000 Penalty: 4859.071289
	Iteration 76Q: 3 clusters Score -1754571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1754574.875000 Penalty: 4859.071289
	Iteration 77Q: 3 clusters Score -1754575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1754577.750000 Penalty: 4859.071289
	Iteration 78Q: 3 clusters Score -1754578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1754576.625000 Penalty: 4859.071289
	Iteration 79Q: 3 clusters Score -1754577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1754575.375000 Penalty: 4859.071289
	Iteration 80F: 3 clusters Score -1754575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1754577.375000 Penalty: 4859.071289
	Iteration 81Q: 3 clusters Score -1754577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1754578.625000 Penalty: 4859.071289
	Iteration 82Q: 3 clusters Score -1754579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1754576.875000 Penalty: 4859.071289
	Iteration 83Q: 3 clusters Score -1754577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1754578.750000 Penalty: 4859.071289
	Iteration 84Q: 3 clusters Score -1754579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1754577.250000 Penalty: 4859.071289
	Iteration 85Q: 3 clusters Score -1754577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1754579.125000 Penalty: 4859.071289
	Iteration 86Q: 3 clusters Score -1754579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1754579.125000 Penalty: 4859.071289
	Iteration 87Q: 3 clusters Score -1754579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1754580.000000 Penalty: 4859.071289
	Iteration 88Q: 3 clusters Score -1754580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1754581.000000 Penalty: 4859.071289
	Iteration 89Q: 3 clusters Score -1754581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1754582.000000 Penalty: 4859.071289
	Iteration 90Q: 3 clusters Score -1754582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1754583.625000 Penalty: 4859.071289
	Iteration 91Q: 3 clusters Score -1754584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1754584.625000 Penalty: 4859.071289
	Iteration 92Q: 3 clusters Score -1754585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1754585.500000 Penalty: 4859.071289
	Iteration 93Q: 3 clusters Score -1754586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1754584.375000 Penalty: 4859.071289
	Iteration 94Q: 3 clusters Score -1754584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1754579.500000 Penalty: 4859.071289
	Iteration 95Q: 3 clusters Score -1754580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1754580.625000 Penalty: 4859.071289
	Iteration 96Q: 3 clusters Score -1754581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1754582.125000 Penalty: 4859.071289
	Iteration 97Q: 3 clusters Score -1754582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1754581.000000 Penalty: 4859.071289
	Iteration 98Q: 3 clusters Score -1754581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1754585.000000 Penalty: 4859.071289
	Iteration 99Q: 3 clusters Score -1754585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1754586.000000 Penalty: 4859.071289
	Iteration 100F: 3 clusters Score -1754586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1754589.000000 Penalty: 4859.071289
	Iteration 101Q: 3 clusters Score -1754589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1754589.625000 Penalty: 4859.071289
	Iteration 102Q: 3 clusters Score -1754590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1754592.375000 Penalty: 4859.071289
	Iteration 103Q: 3 clusters Score -1754592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1754597.000000 Penalty: 4859.071289
	Iteration 104Q: 3 clusters Score -1754597 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1754595.375000 Penalty: 4859.071289
	Iteration 105Q: 3 clusters Score -1754595 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1754597.875000 Penalty: 4859.071289
	Iteration 106Q: 3 clusters Score -1754598 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1754605.750000 Penalty: 4859.071289
	Iteration 107Q: 3 clusters Score -1754606 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1754609.750000 Penalty: 4859.071289
	Iteration 108Q: 3 clusters Score -1754610 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1754621.000000 Penalty: 4859.071289
	Iteration 109Q: 3 clusters Score -1754621 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1754629.125000 Penalty: 4859.071289
	Iteration 110Q: 3 clusters Score -1754629 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1754640.875000 Penalty: 4859.071289
	Iteration 111Q: 3 clusters Score -1754641 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1754640.500000 Penalty: 4859.071289
	Iteration 112Q: 3 clusters Score -1754640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1754644.125000 Penalty: 4859.071289
	Iteration 113Q: 3 clusters Score -1754644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1754648.750000 Penalty: 4859.071289
	Iteration 114Q: 3 clusters Score -1754649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1754647.875000 Penalty: 4859.071289
	Iteration 115Q: 3 clusters Score -1754648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1754645.250000 Penalty: 4859.071289
	Iteration 116Q: 3 clusters Score -1754645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1754649.250000 Penalty: 4859.071289
	Iteration 117Q: 3 clusters Score -1754649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1754652.250000 Penalty: 4859.071289
	Iteration 118Q: 3 clusters Score -1754652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1754655.250000 Penalty: 4859.071289
	Iteration 119Q: 3 clusters Score -1754655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1754659.875000 Penalty: 4859.071289
	Iteration 120F: 3 clusters Score -1754660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1754655.875000 Penalty: 4859.071289
	Iteration 121Q: 3 clusters Score -1754656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1754657.250000 Penalty: 4859.071289
	Iteration 122Q: 3 clusters Score -1754657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1754657.125000 Penalty: 4859.071289
	Iteration 123Q: 3 clusters Score -1754657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1754656.125000 Penalty: 4859.071289
	Iteration 124Q: 3 clusters Score -1754656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1754657.000000 Penalty: 4859.071289
	Iteration 125Q: 3 clusters Score -1754657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1754657.875000 Penalty: 4859.071289
	Iteration 126Q: 3 clusters Score -1754658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1754660.500000 Penalty: 4859.071289
	Iteration 127Q: 3 clusters Score -1754660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1754656.375000 Penalty: 4859.071289
	Iteration 128Q: 3 clusters Score -1754656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1754657.750000 Penalty: 4859.071289
	Iteration 129Q: 3 clusters Score -1754658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1754658.000000 Penalty: 4859.071289
	Iteration 130Q: 3 clusters Score -1754658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1754661.500000 Penalty: 4859.071289
	Iteration 131Q: 3 clusters Score -1754662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1754659.625000 Penalty: 4859.071289
	Iteration 132Q: 3 clusters Score -1754660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1754661.125000 Penalty: 4859.071289
	Iteration 133Q: 3 clusters Score -1754661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1754659.875000 Penalty: 4859.071289
	Iteration 134Q: 3 clusters Score -1754660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1754655.250000 Penalty: 4859.071289
	Iteration 135Q: 3 clusters Score -1754655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1754655.250000 Penalty: 4859.071289
	Iteration 136F: 3 clusters Score -1754655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (30055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Entering Unmasked Estep 
Score: -3263704.750000 Penalty: 2557.074463
	Iteration 0F: 2 clusters Score -3263705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -3243085.500000 Penalty: 5114.148926
	Iteration 0F: 3 clusters Score -3243086 nChanged 13568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -3250423.000000 Penalty: 5114.148926
	Iteration 1F: 3 clusters Score -3250423 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -3250884.750000 Penalty: 5114.148926
	Iteration 2Q: 3 clusters Score -3250885 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -3251257.750000 Penalty: 5114.148926
	Iteration 3Q: 3 clusters Score -3251258 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -3251579.000000 Penalty: 5114.148926
	Iteration 4Q: 3 clusters Score -3251579 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -3251858.750000 Penalty: 5114.148926
	Iteration 5Q: 3 clusters Score -3251859 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -3252150.750000 Penalty: 5114.148926
	Iteration 6Q: 3 clusters Score -3252151 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -3252447.000000 Penalty: 5114.148926
	Iteration 7Q: 3 clusters Score -3252447 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -3252852.500000 Penalty: 5114.148926
	Iteration 8Q: 3 clusters Score -3252852 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -3253405.000000 Penalty: 5114.148926
	Iteration 9Q: 3 clusters Score -3253405 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -3254231.750000 Penalty: 5114.148926
	Iteration 10Q: 3 clusters Score -3254232 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -3255301.500000 Penalty: 5114.148926
	Iteration 11F: 3 clusters Score -3255302 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -3256479.750000 Penalty: 5114.148926
	Iteration 12F: 3 clusters Score -3256480 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -3257580.500000 Penalty: 5114.148926
	Iteration 13F: 3 clusters Score -3257580 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -3258510.500000 Penalty: 5114.148926
	Iteration 14Q: 3 clusters Score -3258510 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -3259326.750000 Penalty: 5114.148926
	Iteration 15Q: 3 clusters Score -3259327 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -3260001.000000 Penalty: 5114.148926
	Iteration 16Q: 3 clusters Score -3260001 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -3260609.500000 Penalty: 5114.148926
	Iteration 17Q: 3 clusters Score -3260610 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -3261073.500000 Penalty: 5114.148926
	Iteration 18Q: 3 clusters Score -3261074 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -3261408.750000 Penalty: 5114.148926
	Iteration 19Q: 3 clusters Score -3261409 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -3261625.500000 Penalty: 5114.148926
	Iteration 20F: 3 clusters Score -3261626 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -3261814.500000 Penalty: 5114.148926
	Iteration 21Q: 3 clusters Score -3261814 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -3261968.000000 Penalty: 5114.148926
	Iteration 22Q: 3 clusters Score -3261968 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -3262104.500000 Penalty: 5114.148926
	Iteration 23Q: 3 clusters Score -3262104 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -3262214.000000 Penalty: 5114.148926
	Iteration 24Q: 3 clusters Score -3262214 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -3262292.750000 Penalty: 5114.148926
	Iteration 25Q: 3 clusters Score -3262293 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -3262365.750000 Penalty: 5114.148926
	Iteration 26Q: 3 clusters Score -3262366 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -3262430.000000 Penalty: 5114.148926
	Iteration 27Q: 3 clusters Score -3262430 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -3262487.750000 Penalty: 5114.148926
	Iteration 28Q: 3 clusters Score -3262488 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -3262543.000000 Penalty: 5114.148926
	Iteration 29Q: 3 clusters Score -3262543 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -3262576.500000 Penalty: 5114.148926
	Iteration 30Q: 3 clusters Score -3262576 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -3262608.500000 Penalty: 5114.148926
	Iteration 31Q: 3 clusters Score -3262608 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -3262619.750000 Penalty: 5114.148926
	Iteration 32Q: 3 clusters Score -3262620 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -3262634.000000 Penalty: 5114.148926
	Iteration 33Q: 3 clusters Score -3262634 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -3262638.500000 Penalty: 5114.148926
	Iteration 34Q: 3 clusters Score -3262638 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -3262648.250000 Penalty: 5114.148926
	Iteration 35Q: 3 clusters Score -3262648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -3262659.750000 Penalty: 5114.148926
	Iteration 36Q: 3 clusters Score -3262660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -3262661.750000 Penalty: 5114.148926
	Iteration 37Q: 3 clusters Score -3262662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -3262664.500000 Penalty: 5114.148926
	Iteration 38Q: 3 clusters Score -3262664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -3262673.750000 Penalty: 5114.148926
	Iteration 39Q: 3 clusters Score -3262674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -3262681.750000 Penalty: 5114.148926
	Iteration 40F: 3 clusters Score -3262682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -3262687.750000 Penalty: 5114.148926
	Iteration 41Q: 3 clusters Score -3262688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -3262697.750000 Penalty: 5114.148926
	Iteration 42Q: 3 clusters Score -3262698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -3262696.500000 Penalty: 5114.148926
	Iteration 43Q: 3 clusters Score -3262696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -3262701.000000 Penalty: 5114.148926
	Iteration 44Q: 3 clusters Score -3262701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -3262706.000000 Penalty: 5114.148926
	Iteration 45Q: 3 clusters Score -3262706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -3262713.500000 Penalty: 5114.148926
	Iteration 46Q: 3 clusters Score -3262714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -3262713.750000 Penalty: 5114.148926
	Iteration 47Q: 3 clusters Score -3262714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -3262708.500000 Penalty: 5114.148926
	Iteration 48Q: 3 clusters Score -3262708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -3262708.500000 Penalty: 5114.148926
	Iteration 49F: 3 clusters Score -3262708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (14104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Entering Unmasked Estep 
Score: -1534455.000000 Penalty: 2369.445068
	Iteration 0F: 2 clusters Score -1534455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1524216.250000 Penalty: 4738.890137
	Iteration 0F: 3 clusters Score -1524216 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1527395.375000 Penalty: 4738.890137
	Iteration 1F: 3 clusters Score -1527395 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1527710.250000 Penalty: 4738.890137
	Iteration 2F: 3 clusters Score -1527710 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1527909.000000 Penalty: 4738.890137
	Iteration 3Q: 3 clusters Score -1527909 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1528055.500000 Penalty: 4738.890137
	Iteration 4Q: 3 clusters Score -1528056 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1528177.375000 Penalty: 4738.890137
	Iteration 5Q: 3 clusters Score -1528177 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1528282.125000 Penalty: 4738.890137
	Iteration 6Q: 3 clusters Score -1528282 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1528392.500000 Penalty: 4738.890137
	Iteration 7Q: 3 clusters Score -1528392 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1528519.000000 Penalty: 4738.890137
	Iteration 8Q: 3 clusters Score -1528519 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1528651.750000 Penalty: 4738.890137
	Iteration 9Q: 3 clusters Score -1528652 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1528816.250000 Penalty: 4738.890137
	Iteration 10Q: 3 clusters Score -1528816 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1529042.500000 Penalty: 4738.890137
	Iteration 11Q: 3 clusters Score -1529042 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1529333.875000 Penalty: 4738.890137
	Iteration 12Q: 3 clusters Score -1529334 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1529665.375000 Penalty: 4738.890137
	Iteration 13Q: 3 clusters Score -1529665 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1530011.250000 Penalty: 4738.890137
	Iteration 14Q: 3 clusters Score -1530011 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1530393.250000 Penalty: 4738.890137
	Iteration 15Q: 3 clusters Score -1530393 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1530798.750000 Penalty: 4738.890137
	Iteration 16Q: 3 clusters Score -1530799 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1531229.250000 Penalty: 4738.890137
	Iteration 17Q: 3 clusters Score -1531229 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1531662.375000 Penalty: 4738.890137
	Iteration 18Q: 3 clusters Score -1531662 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1532002.125000 Penalty: 4738.890137
	Iteration 19Q: 3 clusters Score -1532002 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1532278.500000 Penalty: 4738.890137
	Iteration 20F: 3 clusters Score -1532278 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1532497.500000 Penalty: 4738.890137
	Iteration 21Q: 3 clusters Score -1532498 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1532644.125000 Penalty: 4738.890137
	Iteration 22Q: 3 clusters Score -1532644 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1532737.375000 Penalty: 4738.890137
	Iteration 23Q: 3 clusters Score -1532737 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1532826.500000 Penalty: 4738.890137
	Iteration 24Q: 3 clusters Score -1532826 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1532907.375000 Penalty: 4738.890137
	Iteration 25Q: 3 clusters Score -1532907 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1532989.250000 Penalty: 4738.890137
	Iteration 26Q: 3 clusters Score -1532989 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1533057.875000 Penalty: 4738.890137
	Iteration 27Q: 3 clusters Score -1533058 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1533097.000000 Penalty: 4738.890137
	Iteration 28Q: 3 clusters Score -1533097 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1533110.125000 Penalty: 4738.890137
	Iteration 29Q: 3 clusters Score -1533110 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1533116.750000 Penalty: 4738.890137
	Iteration 30Q: 3 clusters Score -1533117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1533116.750000 Penalty: 4738.890137
	Iteration 31Q: 3 clusters Score -1533117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1533118.125000 Penalty: 4738.890137
	Iteration 32Q: 3 clusters Score -1533118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1533121.000000 Penalty: 4738.890137
	Iteration 33Q: 3 clusters Score -1533121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1533120.625000 Penalty: 4738.890137
	Iteration 34Q: 3 clusters Score -1533121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1533121.250000 Penalty: 4738.890137
	Iteration 35Q: 3 clusters Score -1533121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1533120.375000 Penalty: 4738.890137
	Iteration 36Q: 3 clusters Score -1533120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1533119.750000 Penalty: 4738.890137
	Iteration 37Q: 3 clusters Score -1533120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1533119.125000 Penalty: 4738.890137
	Iteration 38Q: 3 clusters Score -1533119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1533119.625000 Penalty: 4738.890137
	Iteration 39Q: 3 clusters Score -1533120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1533123.500000 Penalty: 4738.890137
	Iteration 40F: 3 clusters Score -1533124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1533126.625000 Penalty: 4738.890137
	Iteration 41Q: 3 clusters Score -1533127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1533125.375000 Penalty: 4738.890137
	Iteration 42Q: 3 clusters Score -1533125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1533124.125000 Penalty: 4738.890137
	Iteration 43Q: 3 clusters Score -1533124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1533126.000000 Penalty: 4738.890137
	Iteration 44Q: 3 clusters Score -1533126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1533125.875000 Penalty: 4738.890137
	Iteration 45Q: 3 clusters Score -1533126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1533127.750000 Penalty: 4738.890137
	Iteration 46Q: 3 clusters Score -1533128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1533126.250000 Penalty: 4738.890137
	Iteration 47Q: 3 clusters Score -1533126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1533124.250000 Penalty: 4738.890137
	Iteration 48Q: 3 clusters Score -1533124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1533124.250000 Penalty: 4738.890137
	Iteration 49F: 3 clusters Score -1533124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (18380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Entering Unmasked Estep 
Score: -1974436.000000 Penalty: 2435.116455
	Iteration 0F: 2 clusters Score -1974436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1961479.250000 Penalty: 4870.232910
	Iteration 0F: 3 clusters Score -1961479 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1965943.750000 Penalty: 4870.232910
	Iteration 1F: 3 clusters Score -1965944 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1966739.625000 Penalty: 4870.232910
	Iteration 2F: 3 clusters Score -1966740 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1967633.250000 Penalty: 4870.232910
	Iteration 3F: 3 clusters Score -1967633 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1968548.750000 Penalty: 4870.232910
	Iteration 4F: 3 clusters Score -1968549 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1969524.875000 Penalty: 4870.232910
	Iteration 5F: 3 clusters Score -1969525 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1970492.875000 Penalty: 4870.232910
	Iteration 6F: 3 clusters Score -1970493 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1971367.250000 Penalty: 4870.232910
	Iteration 7F: 3 clusters Score -1971367 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1972034.750000 Penalty: 4870.232910
	Iteration 8Q: 3 clusters Score -1972035 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1972431.500000 Penalty: 4870.232910
	Iteration 9Q: 3 clusters Score -1972432 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1972640.625000 Penalty: 4870.232910
	Iteration 10Q: 3 clusters Score -1972641 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1972754.875000 Penalty: 4870.232910
	Iteration 11Q: 3 clusters Score -1972755 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1972828.125000 Penalty: 4870.232910
	Iteration 12Q: 3 clusters Score -1972828 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1972853.625000 Penalty: 4870.232910
	Iteration 13Q: 3 clusters Score -1972854 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1972862.625000 Penalty: 4870.232910
	Iteration 14Q: 3 clusters Score -1972863 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1972874.750000 Penalty: 4870.232910
	Iteration 15Q: 3 clusters Score -1972875 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1972882.125000 Penalty: 4870.232910
	Iteration 16Q: 3 clusters Score -1972882 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1972888.250000 Penalty: 4870.232910
	Iteration 17Q: 3 clusters Score -1972888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1972898.375000 Penalty: 4870.232910
	Iteration 18Q: 3 clusters Score -1972898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1972897.750000 Penalty: 4870.232910
	Iteration 19Q: 3 clusters Score -1972898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1972895.875000 Penalty: 4870.232910
	Iteration 20F: 3 clusters Score -1972896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1972897.375000 Penalty: 4870.232910
	Iteration 21Q: 3 clusters Score -1972897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1972898.000000 Penalty: 4870.232910
	Iteration 22Q: 3 clusters Score -1972898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1972900.750000 Penalty: 4870.232910
	Iteration 23Q: 3 clusters Score -1972901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1972899.750000 Penalty: 4870.232910
	Iteration 24Q: 3 clusters Score -1972900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1972898.625000 Penalty: 4870.232910
	Iteration 25Q: 3 clusters Score -1972899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1972901.375000 Penalty: 4870.232910
	Iteration 26Q: 3 clusters Score -1972901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1972901.875000 Penalty: 4870.232910
	Iteration 27Q: 3 clusters Score -1972902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1972901.875000 Penalty: 4870.232910
	Iteration 28F: 3 clusters Score -1972902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -40831.488281 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -40831.49 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 241 members 
Entering Unmasked Estep 
Score: -39360.675781 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -39360.68 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -39586.671875 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -39586.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -39667.218750 Penalty: 3064.260254
	Iteration 2F: 3 clusters Score -39667.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -39703.632812 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -39703.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -39722.976562 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -39722.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -39734.617188 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -39734.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -39734.617188 Penalty: 3064.260254
	Iteration 6F: 3 clusters Score -39734.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -40073.984375 Penalty: 1463.853027
	Iteration 0F: 2 clusters Score -40073.98 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 179 members 
Entering Unmasked Estep 
Score: -38669.789062 Penalty: 2927.706055
	Iteration 0F: 3 clusters Score -38669.79 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38799.457031 Penalty: 2927.706055
	Iteration 1F: 3 clusters Score -38799.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38817.960938 Penalty: 2927.706055
	Iteration 2Q: 3 clusters Score -38817.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38822.683594 Penalty: 2927.706055
	Iteration 3Q: 3 clusters Score -38822.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38830.074219 Penalty: 2927.706055
	Iteration 4Q: 3 clusters Score -38830.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38830.074219 Penalty: 2927.706055
	Iteration 5F: 3 clusters Score -38830.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Entering Unmasked Estep 
Score: -962223.562500 Penalty: 2263.566650
	Iteration 0F: 2 clusters Score -962223.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -955095.437500 Penalty: 4527.133301
	Iteration 0F: 3 clusters Score -955095.4 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -957189.437500 Penalty: 4527.133301
	Iteration 1F: 3 clusters Score -957189.4 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -957635.000000 Penalty: 4527.133301
	Iteration 2F: 3 clusters Score -957635 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -958055.875000 Penalty: 4527.133301
	Iteration 3F: 3 clusters Score -958055.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -958486.687500 Penalty: 4527.133301
	Iteration 4F: 3 clusters Score -958486.7 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -958935.687500 Penalty: 4527.133301
	Iteration 5F: 3 clusters Score -958935.7 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -959441.062500 Penalty: 4527.133301
	Iteration 6F: 3 clusters Score -959441.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -959959.312500 Penalty: 4527.133301
	Iteration 7F: 3 clusters Score -959959.3 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -960558.187500 Penalty: 4527.133301
	Iteration 8F: 3 clusters Score -960558.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -961124.750000 Penalty: 4527.133301
	Iteration 9F: 3 clusters Score -961124.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -961578.125000 Penalty: 4527.133301
	Iteration 10Q: 3 clusters Score -961578.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -961816.375000 Penalty: 4527.133301
	Iteration 11Q: 3 clusters Score -961816.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -961938.562500 Penalty: 4527.133301
	Iteration 12Q: 3 clusters Score -961938.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -962012.812500 Penalty: 4527.133301
	Iteration 13Q: 3 clusters Score -962012.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -962059.562500 Penalty: 4527.133301
	Iteration 14Q: 3 clusters Score -962059.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -962086.875000 Penalty: 4527.133301
	Iteration 15Q: 3 clusters Score -962086.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -962108.000000 Penalty: 4527.133301
	Iteration 16Q: 3 clusters Score -962108 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -962126.500000 Penalty: 4527.133301
	Iteration 17Q: 3 clusters Score -962126.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -962135.375000 Penalty: 4527.133301
	Iteration 18Q: 3 clusters Score -962135.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -962147.875000 Penalty: 4527.133301
	Iteration 19Q: 3 clusters Score -962147.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -962170.312500 Penalty: 4527.133301
	Iteration 20F: 3 clusters Score -962170.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -962183.187500 Penalty: 4527.133301
	Iteration 21Q: 3 clusters Score -962183.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -962189.000000 Penalty: 4527.133301
	Iteration 22Q: 3 clusters Score -962189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -962193.437500 Penalty: 4527.133301
	Iteration 23Q: 3 clusters Score -962193.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -962198.187500 Penalty: 4527.133301
	Iteration 24Q: 3 clusters Score -962198.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -962207.625000 Penalty: 4527.133301
	Iteration 25Q: 3 clusters Score -962207.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -962213.312500 Penalty: 4527.133301
	Iteration 26Q: 3 clusters Score -962213.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -962218.937500 Penalty: 4527.133301
	Iteration 27Q: 3 clusters Score -962218.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -962231.312500 Penalty: 4527.133301
	Iteration 28Q: 3 clusters Score -962231.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -962243.187500 Penalty: 4527.133301
	Iteration 29Q: 3 clusters Score -962243.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -962256.687500 Penalty: 4527.133301
	Iteration 30Q: 3 clusters Score -962256.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -962272.687500 Penalty: 4527.133301
	Iteration 31Q: 3 clusters Score -962272.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -962291.000000 Penalty: 4527.133301
	Iteration 32Q: 3 clusters Score -962291 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -962310.562500 Penalty: 4527.133301
	Iteration 33Q: 3 clusters Score -962310.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -962320.062500 Penalty: 4527.133301
	Iteration 34Q: 3 clusters Score -962320.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -962326.250000 Penalty: 4527.133301
	Iteration 35Q: 3 clusters Score -962326.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -962329.875000 Penalty: 4527.133301
	Iteration 36Q: 3 clusters Score -962329.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -962334.625000 Penalty: 4527.133301
	Iteration 37Q: 3 clusters Score -962334.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -962334.562500 Penalty: 4527.133301
	Iteration 38Q: 3 clusters Score -962334.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -962335.625000 Penalty: 4527.133301
	Iteration 39Q: 3 clusters Score -962335.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -962335.750000 Penalty: 4527.133301
	Iteration 40F: 3 clusters Score -962335.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -962336.562500 Penalty: 4527.133301
	Iteration 41Q: 3 clusters Score -962336.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -962337.250000 Penalty: 4527.133301
	Iteration 42Q: 3 clusters Score -962337.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -962337.125000 Penalty: 4527.133301
	Iteration 43Q: 3 clusters Score -962337.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -962336.250000 Penalty: 4527.133301
	Iteration 44Q: 3 clusters Score -962336.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -962336.250000 Penalty: 4527.133301
	Iteration 45F: 3 clusters Score -962336.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 24031 members 
Mstep: Class 3 contains 8276 members 
Mstep: Class 4 contains 12393 members 
Mstep: Class 5 contains 7872 members 
Mstep: Class 6 contains 16429 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19157 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27588 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89392 members 
Mstep: Class 16 contains 14297 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35582 members 
Mstep: Class 19 contains 40018 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20388 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 1770 members 
Mstep: Class 24 contains 19494 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4825 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 32091 members 
Mstep: Class 32 contains 7909 members 
Mstep: Class 33 contains 17971 members 
Mstep: Class 34 contains 30055 members 
Mstep: Class 35 contains 14104 members 
Mstep: Class 36 contains 18380 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 4045 members 
Mstep: Class 40 contains 17155 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30195 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4635 members 
Mstep: Class 46 contains 424 members 
Mstep: Class 47 contains 9268 members 
Mstep: Class 48 contains 4828 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 293 members 
Mstep: Class 51 contains 5158 members 
Entering Unmasked Estep 
Score: -64769224.000000 Penalty: 169255.156250
Splitting cluster 39 changes total score from -64770228.000000 to -64769224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (17155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Entering Unmasked Estep 
Score: -1868784.750000 Penalty: 2418.011230
	Iteration 0F: 2 clusters Score -1868785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1856497.250000 Penalty: 4836.022461
	Iteration 0F: 3 clusters Score -1856497 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1860493.750000 Penalty: 4836.022461
	Iteration 1F: 3 clusters Score -1860494 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1860915.125000 Penalty: 4836.022461
	Iteration 2F: 3 clusters Score -1860915 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1861253.250000 Penalty: 4836.022461
	Iteration 3Q: 3 clusters Score -1861253 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1861528.250000 Penalty: 4836.022461
	Iteration 4Q: 3 clusters Score -1861528 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1861832.125000 Penalty: 4836.022461
	Iteration 5Q: 3 clusters Score -1861832 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1862167.500000 Penalty: 4836.022461
	Iteration 6Q: 3 clusters Score -1862168 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1862605.375000 Penalty: 4836.022461
	Iteration 7Q: 3 clusters Score -1862605 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1863163.750000 Penalty: 4836.022461
	Iteration 8F: 3 clusters Score -1863164 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1863844.875000 Penalty: 4836.022461
	Iteration 9F: 3 clusters Score -1863845 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1864545.375000 Penalty: 4836.022461
	Iteration 10F: 3 clusters Score -1864545 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1865122.000000 Penalty: 4836.022461
	Iteration 11Q: 3 clusters Score -1865122 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -1865559.250000 Penalty: 4836.022461
	Iteration 12Q: 3 clusters Score -1865559 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -1865856.375000 Penalty: 4836.022461
	Iteration 13Q: 3 clusters Score -1865856 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -1866072.500000 Penalty: 4836.022461
	Iteration 14Q: 3 clusters Score -1866072 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -1866234.375000 Penalty: 4836.022461
	Iteration 15Q: 3 clusters Score -1866234 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -1866341.875000 Penalty: 4836.022461
	Iteration 16Q: 3 clusters Score -1866342 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -1866412.750000 Penalty: 4836.022461
	Iteration 17Q: 3 clusters Score -1866413 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -1866464.625000 Penalty: 4836.022461
	Iteration 18Q: 3 clusters Score -1866465 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -1866519.500000 Penalty: 4836.022461
	Iteration 19Q: 3 clusters Score -1866520 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -1866579.125000 Penalty: 4836.022461
	Iteration 20F: 3 clusters Score -1866579 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -1866618.250000 Penalty: 4836.022461
	Iteration 21Q: 3 clusters Score -1866618 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -1866647.875000 Penalty: 4836.022461
	Iteration 22Q: 3 clusters Score -1866648 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -1866675.625000 Penalty: 4836.022461
	Iteration 23Q: 3 clusters Score -1866676 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -1866693.375000 Penalty: 4836.022461
	Iteration 24Q: 3 clusters Score -1866693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -1866704.625000 Penalty: 4836.022461
	Iteration 25Q: 3 clusters Score -1866705 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -1866721.875000 Penalty: 4836.022461
	Iteration 26Q: 3 clusters Score -1866722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -1866734.500000 Penalty: 4836.022461
	Iteration 27Q: 3 clusters Score -1866734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -1866742.500000 Penalty: 4836.022461
	Iteration 28Q: 3 clusters Score -1866742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -1866754.125000 Penalty: 4836.022461
	Iteration 29Q: 3 clusters Score -1866754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -1866759.500000 Penalty: 4836.022461
	Iteration 30Q: 3 clusters Score -1866760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -1866767.500000 Penalty: 4836.022461
	Iteration 31Q: 3 clusters Score -1866768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -1866769.750000 Penalty: 4836.022461
	Iteration 32Q: 3 clusters Score -1866770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -1866771.875000 Penalty: 4836.022461
	Iteration 33Q: 3 clusters Score -1866772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -1866771.625000 Penalty: 4836.022461
	Iteration 34Q: 3 clusters Score -1866772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -1866773.625000 Penalty: 4836.022461
	Iteration 35Q: 3 clusters Score -1866774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -1866773.625000 Penalty: 4836.022461
	Iteration 36F: 3 clusters Score -1866774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -94153.664062 Penalty: 1708.871094
	Iteration 0F: 2 clusters Score -94153.66 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 508 members 
Entering Unmasked Estep 
Score: -92273.968750 Penalty: 3417.742188
	Iteration 0F: 3 clusters Score -92273.97 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -92622.953125 Penalty: 3417.742188
	Iteration 1F: 3 clusters Score -92622.95 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -92786.195312 Penalty: 3417.742188
	Iteration 2F: 3 clusters Score -92786.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -92859.687500 Penalty: 3417.742188
	Iteration 3Q: 3 clusters Score -92859.69 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -92922.734375 Penalty: 3417.742188
	Iteration 4Q: 3 clusters Score -92922.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -92967.585938 Penalty: 3417.742188
	Iteration 5Q: 3 clusters Score -92967.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -93015.640625 Penalty: 3417.742188
	Iteration 6Q: 3 clusters Score -93015.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -93107.179688 Penalty: 3417.742188
	Iteration 7Q: 3 clusters Score -93107.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -93256.132812 Penalty: 3417.742188
	Iteration 8Q: 3 clusters Score -93256.13 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -93316.679688 Penalty: 3417.742188
	Iteration 9Q: 3 clusters Score -93316.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -93354.960938 Penalty: 3417.742188
	Iteration 10Q: 3 clusters Score -93354.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -93400.625000 Penalty: 3417.742188
	Iteration 11Q: 3 clusters Score -93400.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -93455.742188 Penalty: 3417.742188
	Iteration 12Q: 3 clusters Score -93455.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -93512.843750 Penalty: 3417.742188
	Iteration 13Q: 3 clusters Score -93512.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -93610.578125 Penalty: 3417.742188
	Iteration 14Q: 3 clusters Score -93610.58 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -93985.031250 Penalty: 3417.742188
	Iteration 15Q: 3 clusters Score -93985.03 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -94482.171875 Penalty: 3417.742188
	Iteration 16Q: 3 clusters Score -94482.17 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -94788.523438 Penalty: 3417.742188
	Iteration 17F: 3 clusters Score -94788.52 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -94953.812500 Penalty: 3417.742188
	Iteration 18F: 3 clusters Score -94953.81 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -95075.312500 Penalty: 3417.742188
	Iteration 19Q: 3 clusters Score -95075.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -95146.453125 Penalty: 3417.742188
	Iteration 20F: 3 clusters Score -95146.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -95247.851562 Penalty: 3417.742188
	Iteration 21Q: 3 clusters Score -95247.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -95323.812500 Penalty: 3417.742188
	Iteration 22Q: 3 clusters Score -95323.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -95362.421875 Penalty: 3417.742188
	Iteration 23Q: 3 clusters Score -95362.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -95405.078125 Penalty: 3417.742188
	Iteration 24Q: 3 clusters Score -95405.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -95498.468750 Penalty: 3417.742188
	Iteration 25Q: 3 clusters Score -95498.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -95603.632812 Penalty: 3417.742188
	Iteration 26Q: 3 clusters Score -95603.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -95729.007812 Penalty: 3417.742188
	Iteration 27Q: 3 clusters Score -95729.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -95729.007812 Penalty: 3417.742188
	Iteration 28F: 3 clusters Score -95729.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 24031 members 
Mstep: Class 3 contains 8276 members 
Mstep: Class 4 contains 12393 members 
Mstep: Class 5 contains 7872 members 
Mstep: Class 6 contains 16429 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19157 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27588 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89392 members 
Mstep: Class 16 contains 14297 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35582 members 
Mstep: Class 19 contains 40018 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20388 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 1770 members 
Mstep: Class 24 contains 19494 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4825 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 32091 members 
Mstep: Class 32 contains 7909 members 
Mstep: Class 33 contains 17971 members 
Mstep: Class 34 contains 30055 members 
Mstep: Class 35 contains 14104 members 
Mstep: Class 36 contains 18380 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9203 members 
Mstep: Class 40 contains 17155 members 
Mstep: Class 41 contains 709 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30195 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4635 members 
Mstep: Class 46 contains 424 members 
Mstep: Class 47 contains 9268 members 
Mstep: Class 48 contains 4828 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 293 members 
Mstep: Class 51 contains 274 members 
Entering Unmasked Estep 
Score: -64770180.000000 Penalty: 169255.156250
Splitting cluster 41 changes total score from -64770228.000000 to -64770180.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (3830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Entering Unmasked Estep 
Score: -307776.750000 Penalty: 2046.153687
	Iteration 0F: 2 clusters Score -307776.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -304021.937500 Penalty: 4092.307373
	Iteration 0F: 3 clusters Score -304021.9 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -304844.093750 Penalty: 4092.307373
	Iteration 1F: 3 clusters Score -304844.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -305076.937500 Penalty: 4092.307373
	Iteration 2F: 3 clusters Score -305076.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -305284.500000 Penalty: 4092.307373
	Iteration 3F: 3 clusters Score -305284.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -305465.156250 Penalty: 4092.307373
	Iteration 4F: 3 clusters Score -305465.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -305615.250000 Penalty: 4092.307373
	Iteration 5F: 3 clusters Score -305615.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -305720.812500 Penalty: 4092.307373
	Iteration 6Q: 3 clusters Score -305720.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -305803.031250 Penalty: 4092.307373
	Iteration 7Q: 3 clusters Score -305803 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -305870.281250 Penalty: 4092.307373
	Iteration 8Q: 3 clusters Score -305870.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -305922.031250 Penalty: 4092.307373
	Iteration 9Q: 3 clusters Score -305922 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -305968.437500 Penalty: 4092.307373
	Iteration 10Q: 3 clusters Score -305968.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -306003.812500 Penalty: 4092.307373
	Iteration 11Q: 3 clusters Score -306003.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -306031.156250 Penalty: 4092.307373
	Iteration 12Q: 3 clusters Score -306031.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -306061.250000 Penalty: 4092.307373
	Iteration 13Q: 3 clusters Score -306061.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -306086.687500 Penalty: 4092.307373
	Iteration 14Q: 3 clusters Score -306086.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -306105.593750 Penalty: 4092.307373
	Iteration 15Q: 3 clusters Score -306105.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -306118.781250 Penalty: 4092.307373
	Iteration 16Q: 3 clusters Score -306118.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -306132.468750 Penalty: 4092.307373
	Iteration 17Q: 3 clusters Score -306132.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -306145.281250 Penalty: 4092.307373
	Iteration 18Q: 3 clusters Score -306145.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -306154.437500 Penalty: 4092.307373
	Iteration 19Q: 3 clusters Score -306154.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -306164.718750 Penalty: 4092.307373
	Iteration 20F: 3 clusters Score -306164.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -306171.531250 Penalty: 4092.307373
	Iteration 21Q: 3 clusters Score -306171.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -306182.656250 Penalty: 4092.307373
	Iteration 22Q: 3 clusters Score -306182.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -306195.312500 Penalty: 4092.307373
	Iteration 23Q: 3 clusters Score -306195.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -306201.812500 Penalty: 4092.307373
	Iteration 24Q: 3 clusters Score -306201.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -306206.875000 Penalty: 4092.307373
	Iteration 25Q: 3 clusters Score -306206.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -306209.062500 Penalty: 4092.307373
	Iteration 26Q: 3 clusters Score -306209.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -306212.156250 Penalty: 4092.307373
	Iteration 27Q: 3 clusters Score -306212.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -306212.687500 Penalty: 4092.307373
	Iteration 28Q: 3 clusters Score -306212.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -306212.687500 Penalty: 4092.307373
	Iteration 29F: 3 clusters Score -306212.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (30195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Entering Unmasked Estep 
Score: -3253712.500000 Penalty: 2558.227051
	Iteration 0F: 2 clusters Score -3253712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -3233038.000000 Penalty: 5116.454102
	Iteration 0F: 3 clusters Score -3233038 nChanged 13528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -3240345.750000 Penalty: 5116.454102
	Iteration 1F: 3 clusters Score -3240346 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -3240936.000000 Penalty: 5116.454102
	Iteration 2F: 3 clusters Score -3240936 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -3241555.750000 Penalty: 5116.454102
	Iteration 3F: 3 clusters Score -3241556 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -3242239.500000 Penalty: 5116.454102
	Iteration 4F: 3 clusters Score -3242240 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -3243039.000000 Penalty: 5116.454102
	Iteration 5F: 3 clusters Score -3243039 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -3243910.750000 Penalty: 5116.454102
	Iteration 6F: 3 clusters Score -3243911 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -3244792.750000 Penalty: 5116.454102
	Iteration 7F: 3 clusters Score -3244793 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -3245612.000000 Penalty: 5116.454102
	Iteration 8F: 3 clusters Score -3245612 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -3246410.250000 Penalty: 5116.454102
	Iteration 9Q: 3 clusters Score -3246410 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -3247182.000000 Penalty: 5116.454102
	Iteration 10Q: 3 clusters Score -3247182 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -3247860.000000 Penalty: 5116.454102
	Iteration 11Q: 3 clusters Score -3247860 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -3248489.000000 Penalty: 5116.454102
	Iteration 12Q: 3 clusters Score -3248489 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -3249031.500000 Penalty: 5116.454102
	Iteration 13Q: 3 clusters Score -3249032 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -3249499.250000 Penalty: 5116.454102
	Iteration 14Q: 3 clusters Score -3249499 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -3249920.750000 Penalty: 5116.454102
	Iteration 15Q: 3 clusters Score -3249921 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -3250381.500000 Penalty: 5116.454102
	Iteration 16Q: 3 clusters Score -3250382 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -3250736.000000 Penalty: 5116.454102
	Iteration 17Q: 3 clusters Score -3250736 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -3250951.250000 Penalty: 5116.454102
	Iteration 18Q: 3 clusters Score -3250951 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -3251141.750000 Penalty: 5116.454102
	Iteration 19Q: 3 clusters Score -3251142 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -3251268.250000 Penalty: 5116.454102
	Iteration 20F: 3 clusters Score -3251268 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -3251361.000000 Penalty: 5116.454102
	Iteration 21Q: 3 clusters Score -3251361 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -3251427.750000 Penalty: 5116.454102
	Iteration 22Q: 3 clusters Score -3251428 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -3251477.500000 Penalty: 5116.454102
	Iteration 23Q: 3 clusters Score -3251478 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -3251503.500000 Penalty: 5116.454102
	Iteration 24Q: 3 clusters Score -3251504 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -3251524.000000 Penalty: 5116.454102
	Iteration 25Q: 3 clusters Score -3251524 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -3251545.500000 Penalty: 5116.454102
	Iteration 26Q: 3 clusters Score -3251546 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -3251569.500000 Penalty: 5116.454102
	Iteration 27Q: 3 clusters Score -3251570 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -3251592.250000 Penalty: 5116.454102
	Iteration 28Q: 3 clusters Score -3251592 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -3251602.250000 Penalty: 5116.454102
	Iteration 29Q: 3 clusters Score -3251602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -3251621.750000 Penalty: 5116.454102
	Iteration 30Q: 3 clusters Score -3251622 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -3251635.500000 Penalty: 5116.454102
	Iteration 31Q: 3 clusters Score -3251636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -3251638.250000 Penalty: 5116.454102
	Iteration 32Q: 3 clusters Score -3251638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -3251640.750000 Penalty: 5116.454102
	Iteration 33Q: 3 clusters Score -3251641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -3251646.250000 Penalty: 5116.454102
	Iteration 34Q: 3 clusters Score -3251646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -3251650.750000 Penalty: 5116.454102
	Iteration 35Q: 3 clusters Score -3251651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -3251651.000000 Penalty: 5116.454102
	Iteration 36Q: 3 clusters Score -3251651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -3251653.250000 Penalty: 5116.454102
	Iteration 37Q: 3 clusters Score -3251653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -3251664.000000 Penalty: 5116.454102
	Iteration 38Q: 3 clusters Score -3251664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -3251669.250000 Penalty: 5116.454102
	Iteration 39Q: 3 clusters Score -3251669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -3251671.750000 Penalty: 5116.454102
	Iteration 40F: 3 clusters Score -3251672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -3251675.750000 Penalty: 5116.454102
	Iteration 41Q: 3 clusters Score -3251676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -3251677.500000 Penalty: 5116.454102
	Iteration 42Q: 3 clusters Score -3251678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -3251683.250000 Penalty: 5116.454102
	Iteration 43Q: 3 clusters Score -3251683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -3251690.250000 Penalty: 5116.454102
	Iteration 44Q: 3 clusters Score -3251690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -3251697.000000 Penalty: 5116.454102
	Iteration 45Q: 3 clusters Score -3251697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -3251703.250000 Penalty: 5116.454102
	Iteration 46Q: 3 clusters Score -3251703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -3251708.000000 Penalty: 5116.454102
	Iteration 47Q: 3 clusters Score -3251708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -3251703.500000 Penalty: 5116.454102
	Iteration 48Q: 3 clusters Score -3251704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -3251708.000000 Penalty: 5116.454102
	Iteration 49Q: 3 clusters Score -3251708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -3251712.250000 Penalty: 5116.454102
	Iteration 50Q: 3 clusters Score -3251712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -3251725.500000 Penalty: 5116.454102
	Iteration 51Q: 3 clusters Score -3251726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -3251736.500000 Penalty: 5116.454102
	Iteration 52Q: 3 clusters Score -3251736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -3251751.000000 Penalty: 5116.454102
	Iteration 53Q: 3 clusters Score -3251751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -3251758.500000 Penalty: 5116.454102
	Iteration 54Q: 3 clusters Score -3251758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -3251768.250000 Penalty: 5116.454102
	Iteration 55Q: 3 clusters Score -3251768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -3251787.000000 Penalty: 5116.454102
	Iteration 56Q: 3 clusters Score -3251787 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -3251811.500000 Penalty: 5116.454102
	Iteration 57Q: 3 clusters Score -3251812 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -3251857.000000 Penalty: 5116.454102
	Iteration 58Q: 3 clusters Score -3251857 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -3251905.250000 Penalty: 5116.454102
	Iteration 59Q: 3 clusters Score -3251905 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -3252023.250000 Penalty: 5116.454102
	Iteration 60F: 3 clusters Score -3252023 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -3252137.500000 Penalty: 5116.454102
	Iteration 61Q: 3 clusters Score -3252138 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -3252222.000000 Penalty: 5116.454102
	Iteration 62Q: 3 clusters Score -3252222 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -3252271.750000 Penalty: 5116.454102
	Iteration 63Q: 3 clusters Score -3252272 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -3252294.250000 Penalty: 5116.454102
	Iteration 64Q: 3 clusters Score -3252294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -3252307.000000 Penalty: 5116.454102
	Iteration 65Q: 3 clusters Score -3252307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -3252323.000000 Penalty: 5116.454102
	Iteration 66Q: 3 clusters Score -3252323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -3252330.250000 Penalty: 5116.454102
	Iteration 67Q: 3 clusters Score -3252330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -3252336.500000 Penalty: 5116.454102
	Iteration 68Q: 3 clusters Score -3252336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -3252337.750000 Penalty: 5116.454102
	Iteration 69Q: 3 clusters Score -3252338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -3252336.000000 Penalty: 5116.454102
	Iteration 70Q: 3 clusters Score -3252336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -3252340.500000 Penalty: 5116.454102
	Iteration 71Q: 3 clusters Score -3252340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -3252342.500000 Penalty: 5116.454102
	Iteration 72Q: 3 clusters Score -3252342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -3252342.500000 Penalty: 5116.454102
	Iteration 73F: 3 clusters Score -3252342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -68813.296875 Penalty: 1594.570435
	Iteration 0F: 2 clusters Score -68813.3 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 317 members 
Entering Unmasked Estep 
Score: -67151.789062 Penalty: 3189.140869
	Iteration 0F: 3 clusters Score -67151.79 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67342.781250 Penalty: 3189.140869
	Iteration 1F: 3 clusters Score -67342.78 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -67403.828125 Penalty: 3189.140869
	Iteration 2F: 3 clusters Score -67403.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -67425.445312 Penalty: 3189.140869
	Iteration 3Q: 3 clusters Score -67425.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -67437.234375 Penalty: 3189.140869
	Iteration 4Q: 3 clusters Score -67437.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -67444.039062 Penalty: 3189.140869
	Iteration 5Q: 3 clusters Score -67444.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -67444.039062 Penalty: 3189.140869
	Iteration 6F: 3 clusters Score -67444.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Entering Unmasked Estep 
Score: -501412.812500 Penalty: 2093.465088
	Iteration 0F: 2 clusters Score -501412.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -497124.593750 Penalty: 4186.930176
	Iteration 0F: 3 clusters Score -497124.6 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -498121.843750 Penalty: 4186.930176
	Iteration 1F: 3 clusters Score -498121.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -498361.562500 Penalty: 4186.930176
	Iteration 2F: 3 clusters Score -498361.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -498556.156250 Penalty: 4186.930176
	Iteration 3F: 3 clusters Score -498556.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -498704.843750 Penalty: 4186.930176
	Iteration 4Q: 3 clusters Score -498704.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -498828.218750 Penalty: 4186.930176
	Iteration 5Q: 3 clusters Score -498828.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -498964.093750 Penalty: 4186.930176
	Iteration 6Q: 3 clusters Score -498964.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -499085.406250 Penalty: 4186.930176
	Iteration 7Q: 3 clusters Score -499085.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -499191.312500 Penalty: 4186.930176
	Iteration 8Q: 3 clusters Score -499191.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -499287.375000 Penalty: 4186.930176
	Iteration 9Q: 3 clusters Score -499287.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -499362.031250 Penalty: 4186.930176
	Iteration 10Q: 3 clusters Score -499362 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -499436.656250 Penalty: 4186.930176
	Iteration 11Q: 3 clusters Score -499436.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -499495.750000 Penalty: 4186.930176
	Iteration 12Q: 3 clusters Score -499495.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -499549.375000 Penalty: 4186.930176
	Iteration 13Q: 3 clusters Score -499549.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -499616.625000 Penalty: 4186.930176
	Iteration 14Q: 3 clusters Score -499616.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -499710.375000 Penalty: 4186.930176
	Iteration 15Q: 3 clusters Score -499710.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -499797.812500 Penalty: 4186.930176
	Iteration 16Q: 3 clusters Score -499797.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -499882.406250 Penalty: 4186.930176
	Iteration 17Q: 3 clusters Score -499882.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -499945.843750 Penalty: 4186.930176
	Iteration 18Q: 3 clusters Score -499945.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -500002.093750 Penalty: 4186.930176
	Iteration 19Q: 3 clusters Score -500002.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -500050.750000 Penalty: 4186.930176
	Iteration 20F: 3 clusters Score -500050.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -500089.250000 Penalty: 4186.930176
	Iteration 21Q: 3 clusters Score -500089.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -500129.281250 Penalty: 4186.930176
	Iteration 22Q: 3 clusters Score -500129.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -500162.062500 Penalty: 4186.930176
	Iteration 23Q: 3 clusters Score -500162.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -500189.781250 Penalty: 4186.930176
	Iteration 24Q: 3 clusters Score -500189.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -500212.281250 Penalty: 4186.930176
	Iteration 25Q: 3 clusters Score -500212.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -500225.656250 Penalty: 4186.930176
	Iteration 26Q: 3 clusters Score -500225.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -500241.906250 Penalty: 4186.930176
	Iteration 27Q: 3 clusters Score -500241.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -500257.281250 Penalty: 4186.930176
	Iteration 28Q: 3 clusters Score -500257.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -500271.250000 Penalty: 4186.930176
	Iteration 29Q: 3 clusters Score -500271.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -500282.187500 Penalty: 4186.930176
	Iteration 30Q: 3 clusters Score -500282.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -500294.218750 Penalty: 4186.930176
	Iteration 31Q: 3 clusters Score -500294.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -500301.750000 Penalty: 4186.930176
	Iteration 32Q: 3 clusters Score -500301.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -500309.281250 Penalty: 4186.930176
	Iteration 33Q: 3 clusters Score -500309.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -500314.625000 Penalty: 4186.930176
	Iteration 34Q: 3 clusters Score -500314.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -500320.687500 Penalty: 4186.930176
	Iteration 35Q: 3 clusters Score -500320.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -500325.656250 Penalty: 4186.930176
	Iteration 36Q: 3 clusters Score -500325.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -500334.781250 Penalty: 4186.930176
	Iteration 37Q: 3 clusters Score -500334.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -500348.937500 Penalty: 4186.930176
	Iteration 38Q: 3 clusters Score -500348.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -500372.718750 Penalty: 4186.930176
	Iteration 39Q: 3 clusters Score -500372.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -500391.000000 Penalty: 4186.930176
	Iteration 40F: 3 clusters Score -500391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -500407.812500 Penalty: 4186.930176
	Iteration 41Q: 3 clusters Score -500407.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -500421.406250 Penalty: 4186.930176
	Iteration 42Q: 3 clusters Score -500421.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -500428.625000 Penalty: 4186.930176
	Iteration 43Q: 3 clusters Score -500428.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -500437.468750 Penalty: 4186.930176
	Iteration 44Q: 3 clusters Score -500437.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -500452.343750 Penalty: 4186.930176
	Iteration 45Q: 3 clusters Score -500452.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -500471.062500 Penalty: 4186.930176
	Iteration 46Q: 3 clusters Score -500471.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -500496.906250 Penalty: 4186.930176
	Iteration 47Q: 3 clusters Score -500496.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -500533.156250 Penalty: 4186.930176
	Iteration 48Q: 3 clusters Score -500533.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -500565.625000 Penalty: 4186.930176
	Iteration 49Q: 3 clusters Score -500565.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -500579.031250 Penalty: 4186.930176
	Iteration 50Q: 3 clusters Score -500579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -500585.500000 Penalty: 4186.930176
	Iteration 51Q: 3 clusters Score -500585.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -500589.937500 Penalty: 4186.930176
	Iteration 52Q: 3 clusters Score -500589.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -500595.031250 Penalty: 4186.930176
	Iteration 53Q: 3 clusters Score -500595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -500597.000000 Penalty: 4186.930176
	Iteration 54Q: 3 clusters Score -500597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -500599.093750 Penalty: 4186.930176
	Iteration 55Q: 3 clusters Score -500599.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -500605.468750 Penalty: 4186.930176
	Iteration 56Q: 3 clusters Score -500605.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -500607.156250 Penalty: 4186.930176
	Iteration 57Q: 3 clusters Score -500607.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -500608.093750 Penalty: 4186.930176
	Iteration 58Q: 3 clusters Score -500608.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -500608.093750 Penalty: 4186.930176
	Iteration 59F: 3 clusters Score -500608.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -40276.898438 Penalty: 1500.333984
	Iteration 0F: 2 clusters Score -40276.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -38900.699219 Penalty: 3000.667969
	Iteration 0F: 3 clusters Score -38900.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39079.371094 Penalty: 3000.667969
	Iteration 1F: 3 clusters Score -39079.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39123.718750 Penalty: 3000.667969
	Iteration 2Q: 3 clusters Score -39123.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39155.464844 Penalty: 3000.667969
	Iteration 3Q: 3 clusters Score -39155.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39165.714844 Penalty: 3000.667969
	Iteration 4Q: 3 clusters Score -39165.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39165.714844 Penalty: 3000.667969
	Iteration 5F: 3 clusters Score -39165.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (9268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Entering Unmasked Estep 
Score: -1015260.937500 Penalty: 2265.312012
	Iteration 0F: 2 clusters Score -1015261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1008063.562500 Penalty: 4530.624023
	Iteration 0F: 3 clusters Score -1008064 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1010078.000000 Penalty: 4530.624023
	Iteration 1F: 3 clusters Score -1010078 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1010371.437500 Penalty: 4530.624023
	Iteration 2F: 3 clusters Score -1010371 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1010610.000000 Penalty: 4530.624023
	Iteration 3Q: 3 clusters Score -1010610 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1010868.687500 Penalty: 4530.624023
	Iteration 4Q: 3 clusters Score -1010869 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1011134.687500 Penalty: 4530.624023
	Iteration 5Q: 3 clusters Score -1011135 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1011427.000000 Penalty: 4530.624023
	Iteration 6Q: 3 clusters Score -1011427 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1011723.375000 Penalty: 4530.624023
	Iteration 7Q: 3 clusters Score -1011723 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1012000.312500 Penalty: 4530.624023
	Iteration 8Q: 3 clusters Score -1012000 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1012203.187500 Penalty: 4530.624023
	Iteration 9Q: 3 clusters Score -1012203 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1012346.687500 Penalty: 4530.624023
	Iteration 10Q: 3 clusters Score -1012347 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1012457.562500 Penalty: 4530.624023
	Iteration 11Q: 3 clusters Score -1012458 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1012555.937500 Penalty: 4530.624023
	Iteration 12Q: 3 clusters Score -1012556 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1012637.937500 Penalty: 4530.624023
	Iteration 13Q: 3 clusters Score -1012638 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1012717.125000 Penalty: 4530.624023
	Iteration 14Q: 3 clusters Score -1012717 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1012771.687500 Penalty: 4530.624023
	Iteration 15Q: 3 clusters Score -1012772 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1012829.375000 Penalty: 4530.624023
	Iteration 16Q: 3 clusters Score -1012829 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1012883.000000 Penalty: 4530.624023
	Iteration 17Q: 3 clusters Score -1012883 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1012942.625000 Penalty: 4530.624023
	Iteration 18Q: 3 clusters Score -1012943 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1012994.687500 Penalty: 4530.624023
	Iteration 19Q: 3 clusters Score -1012995 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1013042.437500 Penalty: 4530.624023
	Iteration 20F: 3 clusters Score -1013042 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1013087.375000 Penalty: 4530.624023
	Iteration 21Q: 3 clusters Score -1013087 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1013125.187500 Penalty: 4530.624023
	Iteration 22Q: 3 clusters Score -1013125 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1013171.937500 Penalty: 4530.624023
	Iteration 23Q: 3 clusters Score -1013172 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1013224.187500 Penalty: 4530.624023
	Iteration 24Q: 3 clusters Score -1013224 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1013285.000000 Penalty: 4530.624023
	Iteration 25Q: 3 clusters Score -1013285 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1013357.375000 Penalty: 4530.624023
	Iteration 26Q: 3 clusters Score -1013357 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1013440.187500 Penalty: 4530.624023
	Iteration 27Q: 3 clusters Score -1013440 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1013563.125000 Penalty: 4530.624023
	Iteration 28Q: 3 clusters Score -1013563 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1013747.375000 Penalty: 4530.624023
	Iteration 29Q: 3 clusters Score -1013747 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1013907.937500 Penalty: 4530.624023
	Iteration 30Q: 3 clusters Score -1013908 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1014085.812500 Penalty: 4530.624023
	Iteration 31Q: 3 clusters Score -1014086 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1014270.375000 Penalty: 4530.624023
	Iteration 32Q: 3 clusters Score -1014270 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1014451.250000 Penalty: 4530.624023
	Iteration 33Q: 3 clusters Score -1014451 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1014558.500000 Penalty: 4530.624023
	Iteration 34Q: 3 clusters Score -1014558 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1014616.500000 Penalty: 4530.624023
	Iteration 35Q: 3 clusters Score -1014616 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1014644.437500 Penalty: 4530.624023
	Iteration 36Q: 3 clusters Score -1014644 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1014662.687500 Penalty: 4530.624023
	Iteration 37Q: 3 clusters Score -1014663 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1014675.000000 Penalty: 4530.624023
	Iteration 38Q: 3 clusters Score -1014675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1014681.812500 Penalty: 4530.624023
	Iteration 39Q: 3 clusters Score -1014682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1014688.250000 Penalty: 4530.624023
	Iteration 40F: 3 clusters Score -1014688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1014694.500000 Penalty: 4530.624023
	Iteration 41Q: 3 clusters Score -1014694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1014698.562500 Penalty: 4530.624023
	Iteration 42Q: 3 clusters Score -1014699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1014702.500000 Penalty: 4530.624023
	Iteration 43Q: 3 clusters Score -1014702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1014703.125000 Penalty: 4530.624023
	Iteration 44Q: 3 clusters Score -1014703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1014701.937500 Penalty: 4530.624023
	Iteration 45Q: 3 clusters Score -1014702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1014701.937500 Penalty: 4530.624023
	Iteration 46F: 3 clusters Score -1014702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (4828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Entering Unmasked Estep 
Score: -531368.687500 Penalty: 2103.582520
	Iteration 0F: 2 clusters Score -531368.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -526991.312500 Penalty: 4207.165039
	Iteration 0F: 3 clusters Score -526991.3 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -527946.875000 Penalty: 4207.165039
	Iteration 1F: 3 clusters Score -527946.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -528118.625000 Penalty: 4207.165039
	Iteration 2F: 3 clusters Score -528118.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -528217.312500 Penalty: 4207.165039
	Iteration 3Q: 3 clusters Score -528217.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -528281.312500 Penalty: 4207.165039
	Iteration 4Q: 3 clusters Score -528281.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -528331.125000 Penalty: 4207.165039
	Iteration 5Q: 3 clusters Score -528331.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -528373.125000 Penalty: 4207.165039
	Iteration 6Q: 3 clusters Score -528373.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -528411.500000 Penalty: 4207.165039
	Iteration 7Q: 3 clusters Score -528411.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -528432.375000 Penalty: 4207.165039
	Iteration 8Q: 3 clusters Score -528432.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -528451.125000 Penalty: 4207.165039
	Iteration 9Q: 3 clusters Score -528451.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -528468.750000 Penalty: 4207.165039
	Iteration 10Q: 3 clusters Score -528468.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -528490.000000 Penalty: 4207.165039
	Iteration 11Q: 3 clusters Score -528490 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -528510.562500 Penalty: 4207.165039
	Iteration 12Q: 3 clusters Score -528510.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -528528.000000 Penalty: 4207.165039
	Iteration 13Q: 3 clusters Score -528528 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -528541.562500 Penalty: 4207.165039
	Iteration 14Q: 3 clusters Score -528541.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -528552.250000 Penalty: 4207.165039
	Iteration 15Q: 3 clusters Score -528552.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -528561.312500 Penalty: 4207.165039
	Iteration 16Q: 3 clusters Score -528561.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -528574.812500 Penalty: 4207.165039
	Iteration 17Q: 3 clusters Score -528574.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -528586.312500 Penalty: 4207.165039
	Iteration 18Q: 3 clusters Score -528586.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -528597.687500 Penalty: 4207.165039
	Iteration 19Q: 3 clusters Score -528597.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -528607.062500 Penalty: 4207.165039
	Iteration 20F: 3 clusters Score -528607.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -528613.875000 Penalty: 4207.165039
	Iteration 21Q: 3 clusters Score -528613.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -528622.875000 Penalty: 4207.165039
	Iteration 22Q: 3 clusters Score -528622.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -528627.750000 Penalty: 4207.165039
	Iteration 23Q: 3 clusters Score -528627.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -528633.000000 Penalty: 4207.165039
	Iteration 24Q: 3 clusters Score -528633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -528639.437500 Penalty: 4207.165039
	Iteration 25Q: 3 clusters Score -528639.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -528646.875000 Penalty: 4207.165039
	Iteration 26Q: 3 clusters Score -528646.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -528656.750000 Penalty: 4207.165039
	Iteration 27Q: 3 clusters Score -528656.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -528667.750000 Penalty: 4207.165039
	Iteration 28Q: 3 clusters Score -528667.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -528681.125000 Penalty: 4207.165039
	Iteration 29Q: 3 clusters Score -528681.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -528700.000000 Penalty: 4207.165039
	Iteration 30Q: 3 clusters Score -528700 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -528716.750000 Penalty: 4207.165039
	Iteration 31Q: 3 clusters Score -528716.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -528732.562500 Penalty: 4207.165039
	Iteration 32Q: 3 clusters Score -528732.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -528751.875000 Penalty: 4207.165039
	Iteration 33Q: 3 clusters Score -528751.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -528766.187500 Penalty: 4207.165039
	Iteration 34Q: 3 clusters Score -528766.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -528776.375000 Penalty: 4207.165039
	Iteration 35Q: 3 clusters Score -528776.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -528787.625000 Penalty: 4207.165039
	Iteration 36Q: 3 clusters Score -528787.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -528797.812500 Penalty: 4207.165039
	Iteration 37Q: 3 clusters Score -528797.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -528812.562500 Penalty: 4207.165039
	Iteration 38Q: 3 clusters Score -528812.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -528836.312500 Penalty: 4207.165039
	Iteration 39Q: 3 clusters Score -528836.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -528866.250000 Penalty: 4207.165039
	Iteration 40F: 3 clusters Score -528866.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -528895.062500 Penalty: 4207.165039
	Iteration 41Q: 3 clusters Score -528895.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -528921.000000 Penalty: 4207.165039
	Iteration 42Q: 3 clusters Score -528921 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -528945.500000 Penalty: 4207.165039
	Iteration 43Q: 3 clusters Score -528945.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -528964.562500 Penalty: 4207.165039
	Iteration 44Q: 3 clusters Score -528964.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -528977.812500 Penalty: 4207.165039
	Iteration 45Q: 3 clusters Score -528977.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -528989.312500 Penalty: 4207.165039
	Iteration 46Q: 3 clusters Score -528989.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -529002.750000 Penalty: 4207.165039
	Iteration 47Q: 3 clusters Score -529002.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -529022.562500 Penalty: 4207.165039
	Iteration 48Q: 3 clusters Score -529022.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -529040.625000 Penalty: 4207.165039
	Iteration 49Q: 3 clusters Score -529040.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -529057.312500 Penalty: 4207.165039
	Iteration 50Q: 3 clusters Score -529057.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -529074.937500 Penalty: 4207.165039
	Iteration 51Q: 3 clusters Score -529074.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -529087.937500 Penalty: 4207.165039
	Iteration 52Q: 3 clusters Score -529087.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -529106.937500 Penalty: 4207.165039
	Iteration 53Q: 3 clusters Score -529106.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -529126.687500 Penalty: 4207.165039
	Iteration 54Q: 3 clusters Score -529126.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -529148.750000 Penalty: 4207.165039
	Iteration 55Q: 3 clusters Score -529148.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -529172.125000 Penalty: 4207.165039
	Iteration 56Q: 3 clusters Score -529172.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -529206.000000 Penalty: 4207.165039
	Iteration 57Q: 3 clusters Score -529206 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -529239.250000 Penalty: 4207.165039
	Iteration 58Q: 3 clusters Score -529239.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -529274.187500 Penalty: 4207.165039
	Iteration 59Q: 3 clusters Score -529274.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -529296.812500 Penalty: 4207.165039
	Iteration 60F: 3 clusters Score -529296.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -529313.000000 Penalty: 4207.165039
	Iteration 61Q: 3 clusters Score -529313 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -529328.312500 Penalty: 4207.165039
	Iteration 62Q: 3 clusters Score -529328.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -529342.687500 Penalty: 4207.165039
	Iteration 63Q: 3 clusters Score -529342.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -529353.187500 Penalty: 4207.165039
	Iteration 64Q: 3 clusters Score -529353.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -529364.125000 Penalty: 4207.165039
	Iteration 65Q: 3 clusters Score -529364.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -529375.875000 Penalty: 4207.165039
	Iteration 66Q: 3 clusters Score -529375.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -529386.750000 Penalty: 4207.165039
	Iteration 67Q: 3 clusters Score -529386.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -529399.500000 Penalty: 4207.165039
	Iteration 68Q: 3 clusters Score -529399.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -529413.875000 Penalty: 4207.165039
	Iteration 69Q: 3 clusters Score -529413.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -529422.000000 Penalty: 4207.165039
	Iteration 70Q: 3 clusters Score -529422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -529428.250000 Penalty: 4207.165039
	Iteration 71Q: 3 clusters Score -529428.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -529434.625000 Penalty: 4207.165039
	Iteration 72Q: 3 clusters Score -529434.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -529437.687500 Penalty: 4207.165039
	Iteration 73Q: 3 clusters Score -529437.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -529440.187500 Penalty: 4207.165039
	Iteration 74Q: 3 clusters Score -529440.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -529444.000000 Penalty: 4207.165039
	Iteration 75Q: 3 clusters Score -529444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -529444.937500 Penalty: 4207.165039
	Iteration 76Q: 3 clusters Score -529444.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -529447.000000 Penalty: 4207.165039
	Iteration 77Q: 3 clusters Score -529447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -529447.000000 Penalty: 4207.165039
	Iteration 78F: 3 clusters Score -529447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -14737.505859 Penalty: 1345.387573
	Iteration 0F: 2 clusters Score -14737.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13621.789062 Penalty: 2690.775146
	Iteration 0F: 3 clusters Score -13621.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13737.044922 Penalty: 2690.775146
	Iteration 1F: 3 clusters Score -13737.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13804.403320 Penalty: 2690.775146
	Iteration 2Q: 3 clusters Score -13804.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13821.108398 Penalty: 2690.775146
	Iteration 3Q: 3 clusters Score -13821.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13821.108398 Penalty: 2690.775146
	Iteration 4F: 3 clusters Score -13821.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Entering Unmasked Estep 
Score: -26342.437500 Penalty: 1408.682739
	Iteration 0F: 2 clusters Score -26342.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -25181.673828 Penalty: 2817.365479
	Iteration 0F: 3 clusters Score -25181.67 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -25358.187500 Penalty: 2817.365479
	Iteration 1F: 3 clusters Score -25358.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25410.222656 Penalty: 2817.365479
	Iteration 2Q: 3 clusters Score -25410.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -25419.626953 Penalty: 2817.365479
	Iteration 3Q: 3 clusters Score -25419.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -25422.166016 Penalty: 2817.365479
	Iteration 4Q: 3 clusters Score -25422.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -25422.166016 Penalty: 2817.365479
	Iteration 5F: 3 clusters Score -25422.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 24031 members 
Mstep: Class 3 contains 8276 members 
Mstep: Class 4 contains 12393 members 
Mstep: Class 5 contains 7872 members 
Mstep: Class 6 contains 16429 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19157 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27588 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89392 members 
Mstep: Class 16 contains 14297 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35582 members 
Mstep: Class 19 contains 40018 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20388 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 1770 members 
Mstep: Class 24 contains 19494 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4825 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 32091 members 
Mstep: Class 32 contains 7909 members 
Mstep: Class 33 contains 17971 members 
Mstep: Class 34 contains 30055 members 
Mstep: Class 35 contains 14104 members 
Mstep: Class 36 contains 18380 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9203 members 
Mstep: Class 40 contains 17155 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30195 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4635 members 
Mstep: Class 46 contains 424 members 
Mstep: Class 47 contains 9268 members 
Mstep: Class 48 contains 4828 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770228.000000 Penalty: 165936.437500
Iteration 159Q: 51 clusters Score -6.477023e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 24031 members 
Mstep: Class 3 contains 8276 members 
Mstep: Class 4 contains 12393 members 
Mstep: Class 5 contains 7872 members 
Mstep: Class 6 contains 16429 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19158 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27588 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89392 members 
Mstep: Class 16 contains 14298 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35584 members 
Mstep: Class 19 contains 40017 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20388 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 1770 members 
Mstep: Class 24 contains 19494 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4825 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 32079 members 
Mstep: Class 32 contains 7909 members 
Mstep: Class 33 contains 17970 members 
Mstep: Class 34 contains 30055 members 
Mstep: Class 35 contains 14105 members 
Mstep: Class 36 contains 18380 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9203 members 
Mstep: Class 40 contains 17155 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30203 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4635 members 
Mstep: Class 46 contains 424 members 
Mstep: Class 47 contains 9269 members 
Mstep: Class 48 contains 4828 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770232.000000 Penalty: 165936.437500
Iteration 160F: 51 clusters Score -6.477023e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 24030 members 
Mstep: Class 3 contains 8276 members 
Mstep: Class 4 contains 12393 members 
Mstep: Class 5 contains 7872 members 
Mstep: Class 6 contains 16429 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19159 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27588 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89392 members 
Mstep: Class 16 contains 14300 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35585 members 
Mstep: Class 19 contains 40016 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20388 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 1770 members 
Mstep: Class 24 contains 19494 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4825 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 32071 members 
Mstep: Class 32 contains 7909 members 
Mstep: Class 33 contains 17970 members 
Mstep: Class 34 contains 30055 members 
Mstep: Class 35 contains 14104 members 
Mstep: Class 36 contains 18380 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9203 members 
Mstep: Class 40 contains 17155 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30210 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4635 members 
Mstep: Class 46 contains 423 members 
Mstep: Class 47 contains 9269 members 
Mstep: Class 48 contains 4828 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770220.000000 Penalty: 165936.437500
Iteration 161Q: 51 clusters Score -6.477022e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 24030 members 
Mstep: Class 3 contains 8276 members 
Mstep: Class 4 contains 12393 members 
Mstep: Class 5 contains 7872 members 
Mstep: Class 6 contains 16429 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19159 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27588 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89392 members 
Mstep: Class 16 contains 14300 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35583 members 
Mstep: Class 19 contains 40013 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20388 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 1770 members 
Mstep: Class 24 contains 19494 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4825 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 32062 members 
Mstep: Class 32 contains 7909 members 
Mstep: Class 33 contains 17970 members 
Mstep: Class 34 contains 30055 members 
Mstep: Class 35 contains 14104 members 
Mstep: Class 36 contains 18380 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9203 members 
Mstep: Class 40 contains 17154 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30227 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4635 members 
Mstep: Class 46 contains 423 members 
Mstep: Class 47 contains 9267 members 
Mstep: Class 48 contains 4828 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770220.000000 Penalty: 165936.437500
Iteration 162Q: 51 clusters Score -6.477022e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 24030 members 
Mstep: Class 3 contains 8276 members 
Mstep: Class 4 contains 12393 members 
Mstep: Class 5 contains 7872 members 
Mstep: Class 6 contains 16429 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19159 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27588 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89392 members 
Mstep: Class 16 contains 14300 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35583 members 
Mstep: Class 19 contains 40011 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20389 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 1770 members 
Mstep: Class 24 contains 19494 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4825 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 32052 members 
Mstep: Class 32 contains 7909 members 
Mstep: Class 33 contains 17970 members 
Mstep: Class 34 contains 30055 members 
Mstep: Class 35 contains 14104 members 
Mstep: Class 36 contains 18380 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9202 members 
Mstep: Class 40 contains 17153 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30243 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4635 members 
Mstep: Class 46 contains 423 members 
Mstep: Class 47 contains 9264 members 
Mstep: Class 48 contains 4828 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770244.000000 Penalty: 165936.437500
Iteration 163Q: 51 clusters Score -6.477024e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 24030 members 
Mstep: Class 3 contains 8276 members 
Mstep: Class 4 contains 12393 members 
Mstep: Class 5 contains 7874 members 
Mstep: Class 6 contains 16429 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19159 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27588 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89393 members 
Mstep: Class 16 contains 14300 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35582 members 
Mstep: Class 19 contains 40013 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20390 members 
Mstep: Class 22 contains 3336 members 
Mstep: Class 23 contains 1770 members 
Mstep: Class 24 contains 19494 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4825 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 32042 members 
Mstep: Class 32 contains 7909 members 
Mstep: Class 33 contains 17970 members 
Mstep: Class 34 contains 30055 members 
Mstep: Class 35 contains 14102 members 
Mstep: Class 36 contains 18380 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9200 members 
Mstep: Class 40 contains 17152 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30259 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4634 members 
Mstep: Class 46 contains 423 members 
Mstep: Class 47 contains 9260 members 
Mstep: Class 48 contains 4828 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770232.000000 Penalty: 165936.437500
Iteration 164Q: 51 clusters Score -6.477023e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 24030 members 
Mstep: Class 3 contains 8276 members 
Mstep: Class 4 contains 12393 members 
Mstep: Class 5 contains 7875 members 
Mstep: Class 6 contains 16428 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19159 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27588 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89393 members 
Mstep: Class 16 contains 14301 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35582 members 
Mstep: Class 19 contains 40011 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20393 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 1770 members 
Mstep: Class 24 contains 19491 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4825 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 32036 members 
Mstep: Class 32 contains 7909 members 
Mstep: Class 33 contains 17970 members 
Mstep: Class 34 contains 30056 members 
Mstep: Class 35 contains 14102 members 
Mstep: Class 36 contains 18380 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9201 members 
Mstep: Class 40 contains 17151 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30269 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4634 members 
Mstep: Class 46 contains 423 members 
Mstep: Class 47 contains 9255 members 
Mstep: Class 48 contains 4828 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770208.000000 Penalty: 165936.437500
Iteration 165Q: 51 clusters Score -6.477021e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 24031 members 
Mstep: Class 3 contains 8276 members 
Mstep: Class 4 contains 12393 members 
Mstep: Class 5 contains 7876 members 
Mstep: Class 6 contains 16427 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19159 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27587 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89393 members 
Mstep: Class 16 contains 14302 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35582 members 
Mstep: Class 19 contains 40010 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20395 members 
Mstep: Class 22 contains 3336 members 
Mstep: Class 23 contains 1770 members 
Mstep: Class 24 contains 19489 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4825 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 32030 members 
Mstep: Class 32 contains 7909 members 
Mstep: Class 33 contains 17970 members 
Mstep: Class 34 contains 30056 members 
Mstep: Class 35 contains 14100 members 
Mstep: Class 36 contains 18380 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9201 members 
Mstep: Class 40 contains 17151 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30282 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4634 members 
Mstep: Class 46 contains 423 members 
Mstep: Class 47 contains 9251 members 
Mstep: Class 48 contains 4828 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770208.000000 Penalty: 165936.437500
Iteration 166Q: 51 clusters Score -6.477021e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 24031 members 
Mstep: Class 3 contains 8275 members 
Mstep: Class 4 contains 12393 members 
Mstep: Class 5 contains 7877 members 
Mstep: Class 6 contains 16427 members 
Mstep: Class 7 contains 8661 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19159 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27587 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89393 members 
Mstep: Class 16 contains 14303 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35581 members 
Mstep: Class 19 contains 40011 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20395 members 
Mstep: Class 22 contains 3336 members 
Mstep: Class 23 contains 1770 members 
Mstep: Class 24 contains 19487 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4825 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 32023 members 
Mstep: Class 32 contains 7910 members 
Mstep: Class 33 contains 17970 members 
Mstep: Class 34 contains 30056 members 
Mstep: Class 35 contains 14102 members 
Mstep: Class 36 contains 18380 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9201 members 
Mstep: Class 40 contains 17150 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30294 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4634 members 
Mstep: Class 46 contains 423 members 
Mstep: Class 47 contains 9244 members 
Mstep: Class 48 contains 4828 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770144.000000 Penalty: 165936.437500
Iteration 167Q: 51 clusters Score -6.477014e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 24031 members 
Mstep: Class 3 contains 8275 members 
Mstep: Class 4 contains 12393 members 
Mstep: Class 5 contains 7877 members 
Mstep: Class 6 contains 16427 members 
Mstep: Class 7 contains 8662 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19159 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27588 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89393 members 
Mstep: Class 16 contains 14304 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35580 members 
Mstep: Class 19 contains 40011 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20396 members 
Mstep: Class 22 contains 3336 members 
Mstep: Class 23 contains 1770 members 
Mstep: Class 24 contains 19486 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4825 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 32013 members 
Mstep: Class 32 contains 7911 members 
Mstep: Class 33 contains 17970 members 
Mstep: Class 34 contains 30056 members 
Mstep: Class 35 contains 14098 members 
Mstep: Class 36 contains 18380 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9201 members 
Mstep: Class 40 contains 17150 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30308 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4634 members 
Mstep: Class 46 contains 423 members 
Mstep: Class 47 contains 9240 members 
Mstep: Class 48 contains 4829 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770164.000000 Penalty: 165936.437500
Iteration 168Q: 51 clusters Score -6.477016e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 24031 members 
Mstep: Class 3 contains 8276 members 
Mstep: Class 4 contains 12393 members 
Mstep: Class 5 contains 7876 members 
Mstep: Class 6 contains 16426 members 
Mstep: Class 7 contains 8661 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19159 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27588 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89393 members 
Mstep: Class 16 contains 14305 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35580 members 
Mstep: Class 19 contains 40010 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20397 members 
Mstep: Class 22 contains 3336 members 
Mstep: Class 23 contains 1770 members 
Mstep: Class 24 contains 19486 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4825 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 32007 members 
Mstep: Class 32 contains 7911 members 
Mstep: Class 33 contains 17970 members 
Mstep: Class 34 contains 30056 members 
Mstep: Class 35 contains 14097 members 
Mstep: Class 36 contains 18380 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9201 members 
Mstep: Class 40 contains 17149 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30319 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4634 members 
Mstep: Class 46 contains 423 members 
Mstep: Class 47 contains 9236 members 
Mstep: Class 48 contains 4831 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770148.000000 Penalty: 165936.437500
Iteration 169Q: 51 clusters Score -6.477015e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 24031 members 
Mstep: Class 3 contains 8276 members 
Mstep: Class 4 contains 12395 members 
Mstep: Class 5 contains 7876 members 
Mstep: Class 6 contains 16425 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19159 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27589 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89393 members 
Mstep: Class 16 contains 14305 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35581 members 
Mstep: Class 19 contains 40012 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20397 members 
Mstep: Class 22 contains 3336 members 
Mstep: Class 23 contains 1769 members 
Mstep: Class 24 contains 19486 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4825 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 31997 members 
Mstep: Class 32 contains 7911 members 
Mstep: Class 33 contains 17970 members 
Mstep: Class 34 contains 30057 members 
Mstep: Class 35 contains 14099 members 
Mstep: Class 36 contains 18380 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9201 members 
Mstep: Class 40 contains 17148 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30329 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4634 members 
Mstep: Class 46 contains 423 members 
Mstep: Class 47 contains 9232 members 
Mstep: Class 48 contains 4831 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770148.000000 Penalty: 165936.437500
Iteration 170Q: 51 clusters Score -6.477015e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 24031 members 
Mstep: Class 3 contains 8276 members 
Mstep: Class 4 contains 12395 members 
Mstep: Class 5 contains 7877 members 
Mstep: Class 6 contains 16424 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19160 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27589 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89393 members 
Mstep: Class 16 contains 14303 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35581 members 
Mstep: Class 19 contains 40012 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20397 members 
Mstep: Class 22 contains 3335 members 
Mstep: Class 23 contains 1768 members 
Mstep: Class 24 contains 19486 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4825 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 31986 members 
Mstep: Class 32 contains 7911 members 
Mstep: Class 33 contains 17971 members 
Mstep: Class 34 contains 30058 members 
Mstep: Class 35 contains 14103 members 
Mstep: Class 36 contains 18380 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9200 members 
Mstep: Class 40 contains 17147 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30341 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4634 members 
Mstep: Class 46 contains 423 members 
Mstep: Class 47 contains 9230 members 
Mstep: Class 48 contains 4831 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770152.000000 Penalty: 165936.437500
Iteration 171Q: 51 clusters Score -6.477015e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 24031 members 
Mstep: Class 3 contains 8275 members 
Mstep: Class 4 contains 12395 members 
Mstep: Class 5 contains 7878 members 
Mstep: Class 6 contains 16424 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19160 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27588 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89393 members 
Mstep: Class 16 contains 14304 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35583 members 
Mstep: Class 19 contains 40011 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20398 members 
Mstep: Class 22 contains 3336 members 
Mstep: Class 23 contains 1768 members 
Mstep: Class 24 contains 19485 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4825 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 31977 members 
Mstep: Class 32 contains 7912 members 
Mstep: Class 33 contains 17972 members 
Mstep: Class 34 contains 30058 members 
Mstep: Class 35 contains 14101 members 
Mstep: Class 36 contains 18379 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9199 members 
Mstep: Class 40 contains 17147 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30350 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4634 members 
Mstep: Class 46 contains 423 members 
Mstep: Class 47 contains 9229 members 
Mstep: Class 48 contains 4832 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770164.000000 Penalty: 165936.437500
Iteration 172Q: 51 clusters Score -6.477016e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 24031 members 
Mstep: Class 3 contains 8275 members 
Mstep: Class 4 contains 12395 members 
Mstep: Class 5 contains 7879 members 
Mstep: Class 6 contains 16424 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19159 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27590 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89393 members 
Mstep: Class 16 contains 14306 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35585 members 
Mstep: Class 19 contains 40011 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20399 members 
Mstep: Class 22 contains 3336 members 
Mstep: Class 23 contains 1768 members 
Mstep: Class 24 contains 19483 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4827 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 31963 members 
Mstep: Class 32 contains 7913 members 
Mstep: Class 33 contains 17972 members 
Mstep: Class 34 contains 30058 members 
Mstep: Class 35 contains 14100 members 
Mstep: Class 36 contains 18380 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9200 members 
Mstep: Class 40 contains 17147 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30355 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4634 members 
Mstep: Class 46 contains 423 members 
Mstep: Class 47 contains 9228 members 
Mstep: Class 48 contains 4833 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770200.000000 Penalty: 165936.437500
Iteration 173Q: 51 clusters Score -6.47702e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 24031 members 
Mstep: Class 3 contains 8274 members 
Mstep: Class 4 contains 12396 members 
Mstep: Class 5 contains 7878 members 
Mstep: Class 6 contains 16425 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19159 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27591 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89393 members 
Mstep: Class 16 contains 14306 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35586 members 
Mstep: Class 19 contains 40013 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20398 members 
Mstep: Class 22 contains 3335 members 
Mstep: Class 23 contains 1768 members 
Mstep: Class 24 contains 19483 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4827 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 31960 members 
Mstep: Class 32 contains 7913 members 
Mstep: Class 33 contains 17973 members 
Mstep: Class 34 contains 30059 members 
Mstep: Class 35 contains 14100 members 
Mstep: Class 36 contains 18380 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9200 members 
Mstep: Class 40 contains 17146 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30357 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4634 members 
Mstep: Class 46 contains 423 members 
Mstep: Class 47 contains 9227 members 
Mstep: Class 48 contains 4833 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770120.000000 Penalty: 165936.437500
Iteration 174Q: 51 clusters Score -6.477012e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 24031 members 
Mstep: Class 3 contains 8274 members 
Mstep: Class 4 contains 12397 members 
Mstep: Class 5 contains 7880 members 
Mstep: Class 6 contains 16425 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19159 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27596 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89393 members 
Mstep: Class 16 contains 14306 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35586 members 
Mstep: Class 19 contains 40012 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20398 members 
Mstep: Class 22 contains 3334 members 
Mstep: Class 23 contains 1768 members 
Mstep: Class 24 contains 19483 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4827 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 31954 members 
Mstep: Class 32 contains 7913 members 
Mstep: Class 33 contains 17973 members 
Mstep: Class 34 contains 30058 members 
Mstep: Class 35 contains 14100 members 
Mstep: Class 36 contains 18379 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9200 members 
Mstep: Class 40 contains 17146 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30364 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4633 members 
Mstep: Class 46 contains 423 members 
Mstep: Class 47 contains 9225 members 
Mstep: Class 48 contains 4833 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770136.000000 Penalty: 165936.437500
Iteration 175Q: 51 clusters Score -6.477014e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 24031 members 
Mstep: Class 3 contains 8274 members 
Mstep: Class 4 contains 12400 members 
Mstep: Class 5 contains 7879 members 
Mstep: Class 6 contains 16425 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19159 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27600 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89393 members 
Mstep: Class 16 contains 14307 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35588 members 
Mstep: Class 19 contains 40010 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20398 members 
Mstep: Class 22 contains 3334 members 
Mstep: Class 23 contains 1768 members 
Mstep: Class 24 contains 19483 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 4827 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 31945 members 
Mstep: Class 32 contains 7913 members 
Mstep: Class 33 contains 17973 members 
Mstep: Class 34 contains 30057 members 
Mstep: Class 35 contains 14101 members 
Mstep: Class 36 contains 18379 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9200 members 
Mstep: Class 40 contains 17146 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30368 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4633 members 
Mstep: Class 46 contains 423 members 
Mstep: Class 47 contains 9222 members 
Mstep: Class 48 contains 4833 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770180.000000 Penalty: 165936.437500
Iteration 176Q: 51 clusters Score -6.477018e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 24031 members 
Mstep: Class 3 contains 8274 members 
Mstep: Class 4 contains 12401 members 
Mstep: Class 5 contains 7878 members 
Mstep: Class 6 contains 16425 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19159 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27602 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89393 members 
Mstep: Class 16 contains 14305 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35587 members 
Mstep: Class 19 contains 40013 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20398 members 
Mstep: Class 22 contains 3334 members 
Mstep: Class 23 contains 1769 members 
Mstep: Class 24 contains 19483 members 
Mstep: Class 25 contains 4503 members 
Mstep: Class 26 contains 4827 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 31941 members 
Mstep: Class 32 contains 7913 members 
Mstep: Class 33 contains 17973 members 
Mstep: Class 34 contains 30055 members 
Mstep: Class 35 contains 14101 members 
Mstep: Class 36 contains 18379 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9201 members 
Mstep: Class 40 contains 17146 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30374 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4633 members 
Mstep: Class 46 contains 423 members 
Mstep: Class 47 contains 9219 members 
Mstep: Class 48 contains 4833 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770140.000000 Penalty: 165936.437500
Iteration 177Q: 51 clusters Score -6.477014e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 24031 members 
Mstep: Class 3 contains 8275 members 
Mstep: Class 4 contains 12401 members 
Mstep: Class 5 contains 7878 members 
Mstep: Class 6 contains 16425 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19159 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27604 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89393 members 
Mstep: Class 16 contains 14304 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35587 members 
Mstep: Class 19 contains 40015 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20398 members 
Mstep: Class 22 contains 3334 members 
Mstep: Class 23 contains 1769 members 
Mstep: Class 24 contains 19483 members 
Mstep: Class 25 contains 4503 members 
Mstep: Class 26 contains 4827 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 31937 members 
Mstep: Class 32 contains 7913 members 
Mstep: Class 33 contains 17973 members 
Mstep: Class 34 contains 30053 members 
Mstep: Class 35 contains 14101 members 
Mstep: Class 36 contains 18379 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9201 members 
Mstep: Class 40 contains 17146 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30377 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4633 members 
Mstep: Class 46 contains 423 members 
Mstep: Class 47 contains 9218 members 
Mstep: Class 48 contains 4833 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770136.000000 Penalty: 165936.437500
Iteration 178Q: 51 clusters Score -6.477014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 24031 members 
Mstep: Class 3 contains 8275 members 
Mstep: Class 4 contains 12401 members 
Mstep: Class 5 contains 7878 members 
Mstep: Class 6 contains 16425 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19159 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27604 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89393 members 
Mstep: Class 16 contains 14304 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35588 members 
Mstep: Class 19 contains 40014 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20398 members 
Mstep: Class 22 contains 3334 members 
Mstep: Class 23 contains 1769 members 
Mstep: Class 24 contains 19483 members 
Mstep: Class 25 contains 4503 members 
Mstep: Class 26 contains 4827 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 31936 members 
Mstep: Class 32 contains 7913 members 
Mstep: Class 33 contains 17973 members 
Mstep: Class 34 contains 30052 members 
Mstep: Class 35 contains 14101 members 
Mstep: Class 36 contains 18379 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9201 members 
Mstep: Class 40 contains 17146 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30379 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4633 members 
Mstep: Class 46 contains 423 members 
Mstep: Class 47 contains 9218 members 
Mstep: Class 48 contains 4833 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770128.000000 Penalty: 165936.437500
Iteration 179Q: 51 clusters Score -6.477013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 24031 members 
Mstep: Class 3 contains 8275 members 
Mstep: Class 4 contains 12401 members 
Mstep: Class 5 contains 7878 members 
Mstep: Class 6 contains 16425 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19159 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27604 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89393 members 
Mstep: Class 16 contains 14304 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35588 members 
Mstep: Class 19 contains 40013 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20398 members 
Mstep: Class 22 contains 3334 members 
Mstep: Class 23 contains 1769 members 
Mstep: Class 24 contains 19483 members 
Mstep: Class 25 contains 4503 members 
Mstep: Class 26 contains 4827 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 31936 members 
Mstep: Class 32 contains 7913 members 
Mstep: Class 33 contains 17973 members 
Mstep: Class 34 contains 30052 members 
Mstep: Class 35 contains 14101 members 
Mstep: Class 36 contains 18379 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9201 members 
Mstep: Class 40 contains 17146 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30381 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4633 members 
Mstep: Class 46 contains 423 members 
Mstep: Class 47 contains 9217 members 
Mstep: Class 48 contains 4833 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770136.000000 Penalty: 165936.437500
Iteration 180F: 51 clusters Score -6.477014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 24031 members 
Mstep: Class 3 contains 8275 members 
Mstep: Class 4 contains 12402 members 
Mstep: Class 5 contains 7878 members 
Mstep: Class 6 contains 16425 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19159 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27604 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89393 members 
Mstep: Class 16 contains 14304 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35588 members 
Mstep: Class 19 contains 40012 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20397 members 
Mstep: Class 22 contains 3334 members 
Mstep: Class 23 contains 1769 members 
Mstep: Class 24 contains 19483 members 
Mstep: Class 25 contains 4503 members 
Mstep: Class 26 contains 4827 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 31936 members 
Mstep: Class 32 contains 7913 members 
Mstep: Class 33 contains 17973 members 
Mstep: Class 34 contains 30052 members 
Mstep: Class 35 contains 14101 members 
Mstep: Class 36 contains 18379 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9201 members 
Mstep: Class 40 contains 17146 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30382 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4633 members 
Mstep: Class 46 contains 423 members 
Mstep: Class 47 contains 9217 members 
Mstep: Class 48 contains 4833 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770132.000000 Penalty: 165936.437500
Iteration 181Q: 51 clusters Score -6.477013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 24032 members 
Mstep: Class 3 contains 8275 members 
Mstep: Class 4 contains 12402 members 
Mstep: Class 5 contains 7878 members 
Mstep: Class 6 contains 16426 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19159 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27604 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89393 members 
Mstep: Class 16 contains 14304 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35588 members 
Mstep: Class 19 contains 40012 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20396 members 
Mstep: Class 22 contains 3334 members 
Mstep: Class 23 contains 1769 members 
Mstep: Class 24 contains 19483 members 
Mstep: Class 25 contains 4503 members 
Mstep: Class 26 contains 4827 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 31935 members 
Mstep: Class 32 contains 7913 members 
Mstep: Class 33 contains 17973 members 
Mstep: Class 34 contains 30052 members 
Mstep: Class 35 contains 14101 members 
Mstep: Class 36 contains 18379 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9201 members 
Mstep: Class 40 contains 17146 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30382 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4633 members 
Mstep: Class 46 contains 423 members 
Mstep: Class 47 contains 9217 members 
Mstep: Class 48 contains 4833 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770136.000000 Penalty: 165936.437500
Iteration 182Q: 51 clusters Score -6.477014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 24033 members 
Mstep: Class 3 contains 8275 members 
Mstep: Class 4 contains 12403 members 
Mstep: Class 5 contains 7878 members 
Mstep: Class 6 contains 16426 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19159 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27605 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89393 members 
Mstep: Class 16 contains 14304 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35587 members 
Mstep: Class 19 contains 40012 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20395 members 
Mstep: Class 22 contains 3334 members 
Mstep: Class 23 contains 1769 members 
Mstep: Class 24 contains 19484 members 
Mstep: Class 25 contains 4503 members 
Mstep: Class 26 contains 4827 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 31934 members 
Mstep: Class 32 contains 7912 members 
Mstep: Class 33 contains 17973 members 
Mstep: Class 34 contains 30052 members 
Mstep: Class 35 contains 14101 members 
Mstep: Class 36 contains 18379 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9201 members 
Mstep: Class 40 contains 17146 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30382 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4633 members 
Mstep: Class 46 contains 423 members 
Mstep: Class 47 contains 9217 members 
Mstep: Class 48 contains 4833 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770156.000000 Penalty: 165936.437500
Iteration 183Q: 51 clusters Score -6.477016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 24035 members 
Mstep: Class 3 contains 8275 members 
Mstep: Class 4 contains 12403 members 
Mstep: Class 5 contains 7878 members 
Mstep: Class 6 contains 16426 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19160 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27605 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89393 members 
Mstep: Class 16 contains 14304 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35587 members 
Mstep: Class 19 contains 40012 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20392 members 
Mstep: Class 22 contains 3334 members 
Mstep: Class 23 contains 1769 members 
Mstep: Class 24 contains 19485 members 
Mstep: Class 25 contains 4503 members 
Mstep: Class 26 contains 4827 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 31934 members 
Mstep: Class 32 contains 7911 members 
Mstep: Class 33 contains 17973 members 
Mstep: Class 34 contains 30052 members 
Mstep: Class 35 contains 14101 members 
Mstep: Class 36 contains 18379 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9201 members 
Mstep: Class 40 contains 17146 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30382 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4633 members 
Mstep: Class 46 contains 423 members 
Mstep: Class 47 contains 9217 members 
Mstep: Class 48 contains 4833 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770164.000000 Penalty: 165936.437500
Iteration 184Q: 51 clusters Score -6.477016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 24038 members 
Mstep: Class 3 contains 8275 members 
Mstep: Class 4 contains 12403 members 
Mstep: Class 5 contains 7878 members 
Mstep: Class 6 contains 16426 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19161 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27605 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89393 members 
Mstep: Class 16 contains 14304 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35586 members 
Mstep: Class 19 contains 40012 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20392 members 
Mstep: Class 22 contains 3334 members 
Mstep: Class 23 contains 1769 members 
Mstep: Class 24 contains 19485 members 
Mstep: Class 25 contains 4503 members 
Mstep: Class 26 contains 4827 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 31934 members 
Mstep: Class 32 contains 7909 members 
Mstep: Class 33 contains 17973 members 
Mstep: Class 34 contains 30052 members 
Mstep: Class 35 contains 14101 members 
Mstep: Class 36 contains 18379 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9200 members 
Mstep: Class 40 contains 17146 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30382 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4633 members 
Mstep: Class 46 contains 423 members 
Mstep: Class 47 contains 9217 members 
Mstep: Class 48 contains 4833 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770192.000000 Penalty: 165936.437500
Iteration 185Q: 51 clusters Score -6.477019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 24039 members 
Mstep: Class 3 contains 8275 members 
Mstep: Class 4 contains 12403 members 
Mstep: Class 5 contains 7878 members 
Mstep: Class 6 contains 16426 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19161 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27605 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89393 members 
Mstep: Class 16 contains 14304 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35583 members 
Mstep: Class 19 contains 40013 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20391 members 
Mstep: Class 22 contains 3334 members 
Mstep: Class 23 contains 1769 members 
Mstep: Class 24 contains 19485 members 
Mstep: Class 25 contains 4503 members 
Mstep: Class 26 contains 4827 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 31934 members 
Mstep: Class 32 contains 7909 members 
Mstep: Class 33 contains 17973 members 
Mstep: Class 34 contains 30052 members 
Mstep: Class 35 contains 14101 members 
Mstep: Class 36 contains 18379 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9202 members 
Mstep: Class 40 contains 17146 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30382 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4633 members 
Mstep: Class 46 contains 423 members 
Mstep: Class 47 contains 9217 members 
Mstep: Class 48 contains 4833 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770180.000000 Penalty: 165936.437500
Iteration 186Q: 51 clusters Score -6.477018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 24039 members 
Mstep: Class 3 contains 8275 members 
Mstep: Class 4 contains 12403 members 
Mstep: Class 5 contains 7878 members 
Mstep: Class 6 contains 16426 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19161 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27605 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89393 members 
Mstep: Class 16 contains 14304 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35582 members 
Mstep: Class 19 contains 40014 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20391 members 
Mstep: Class 22 contains 3334 members 
Mstep: Class 23 contains 1769 members 
Mstep: Class 24 contains 19485 members 
Mstep: Class 25 contains 4503 members 
Mstep: Class 26 contains 4827 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 31934 members 
Mstep: Class 32 contains 7909 members 
Mstep: Class 33 contains 17973 members 
Mstep: Class 34 contains 30052 members 
Mstep: Class 35 contains 14101 members 
Mstep: Class 36 contains 18379 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9202 members 
Mstep: Class 40 contains 17146 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30382 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4633 members 
Mstep: Class 46 contains 423 members 
Mstep: Class 47 contains 9217 members 
Mstep: Class 48 contains 4833 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770188.000000 Penalty: 165936.437500
Iteration 187Q: 51 clusters Score -6.477019e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 24039 members 
Mstep: Class 3 contains 8275 members 
Mstep: Class 4 contains 12403 members 
Mstep: Class 5 contains 7878 members 
Mstep: Class 6 contains 16426 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19161 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27605 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89393 members 
Mstep: Class 16 contains 14304 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35582 members 
Mstep: Class 19 contains 40014 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20391 members 
Mstep: Class 22 contains 3334 members 
Mstep: Class 23 contains 1769 members 
Mstep: Class 24 contains 19485 members 
Mstep: Class 25 contains 4503 members 
Mstep: Class 26 contains 4827 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 31934 members 
Mstep: Class 32 contains 7909 members 
Mstep: Class 33 contains 17973 members 
Mstep: Class 34 contains 30052 members 
Mstep: Class 35 contains 14101 members 
Mstep: Class 36 contains 18379 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9202 members 
Mstep: Class 40 contains 17146 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30382 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4633 members 
Mstep: Class 46 contains 423 members 
Mstep: Class 47 contains 9217 members 
Mstep: Class 48 contains 4833 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770188.000000 Penalty: 165936.437500
Iteration 188F: 51 clusters Score -6.477019e+07 nChanged 0
Entering ConstructFrom: 
Score: -64770188.000000 Penalty: 165936.437500
Entering ConstructFrom: 
Trying to split cluster 1 (22817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Entering Unmasked Estep 
Score: -2491769.000000 Penalty: 2488.744873
	Iteration 0F: 2 clusters Score -2491769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2475913.250000 Penalty: 4977.489746
	Iteration 0F: 3 clusters Score -2475913 nChanged 10105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2481596.250000 Penalty: 4977.489746
	Iteration 1F: 3 clusters Score -2481596 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2482275.000000 Penalty: 4977.489746
	Iteration 2F: 3 clusters Score -2482275 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2483104.750000 Penalty: 4977.489746
	Iteration 3F: 3 clusters Score -2483105 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2484188.250000 Penalty: 4977.489746
	Iteration 4F: 3 clusters Score -2484188 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -2485462.500000 Penalty: 4977.489746
	Iteration 5F: 3 clusters Score -2485462 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2486549.500000 Penalty: 4977.489746
	Iteration 6F: 3 clusters Score -2486550 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2487400.500000 Penalty: 4977.489746
	Iteration 7F: 3 clusters Score -2487400 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2488067.000000 Penalty: 4977.489746
	Iteration 8Q: 3 clusters Score -2488067 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -2488637.500000 Penalty: 4977.489746
	Iteration 9Q: 3 clusters Score -2488638 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -2489081.500000 Penalty: 4977.489746
	Iteration 10Q: 3 clusters Score -2489082 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2489481.750000 Penalty: 4977.489746
	Iteration 11Q: 3 clusters Score -2489482 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2489749.500000 Penalty: 4977.489746
	Iteration 12Q: 3 clusters Score -2489750 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2489915.750000 Penalty: 4977.489746
	Iteration 13Q: 3 clusters Score -2489916 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2490025.500000 Penalty: 4977.489746
	Iteration 14Q: 3 clusters Score -2490026 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2490109.500000 Penalty: 4977.489746
	Iteration 15Q: 3 clusters Score -2490110 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -2490147.750000 Penalty: 4977.489746
	Iteration 16Q: 3 clusters Score -2490148 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2490183.500000 Penalty: 4977.489746
	Iteration 17Q: 3 clusters Score -2490184 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2490212.750000 Penalty: 4977.489746
	Iteration 18Q: 3 clusters Score -2490213 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -2490226.500000 Penalty: 4977.489746
	Iteration 19Q: 3 clusters Score -2490226 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2490238.500000 Penalty: 4977.489746
	Iteration 20F: 3 clusters Score -2490238 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2490243.750000 Penalty: 4977.489746
	Iteration 21Q: 3 clusters Score -2490244 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2490251.000000 Penalty: 4977.489746
	Iteration 22Q: 3 clusters Score -2490251 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2490258.750000 Penalty: 4977.489746
	Iteration 23Q: 3 clusters Score -2490259 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2490273.500000 Penalty: 4977.489746
	Iteration 24Q: 3 clusters Score -2490274 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2490284.500000 Penalty: 4977.489746
	Iteration 25Q: 3 clusters Score -2490284 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2490299.750000 Penalty: 4977.489746
	Iteration 26Q: 3 clusters Score -2490300 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2490304.500000 Penalty: 4977.489746
	Iteration 27Q: 3 clusters Score -2490304 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2490305.750000 Penalty: 4977.489746
	Iteration 28Q: 3 clusters Score -2490306 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2490325.500000 Penalty: 4977.489746
	Iteration 29Q: 3 clusters Score -2490326 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2490341.500000 Penalty: 4977.489746
	Iteration 30Q: 3 clusters Score -2490342 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -2490358.250000 Penalty: 4977.489746
	Iteration 31Q: 3 clusters Score -2490358 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2490368.750000 Penalty: 4977.489746
	Iteration 32Q: 3 clusters Score -2490369 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2490378.750000 Penalty: 4977.489746
	Iteration 33Q: 3 clusters Score -2490379 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2490396.000000 Penalty: 4977.489746
	Iteration 34Q: 3 clusters Score -2490396 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2490408.750000 Penalty: 4977.489746
	Iteration 35Q: 3 clusters Score -2490409 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2490429.250000 Penalty: 4977.489746
	Iteration 36Q: 3 clusters Score -2490429 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2490443.000000 Penalty: 4977.489746
	Iteration 37Q: 3 clusters Score -2490443 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2490455.750000 Penalty: 4977.489746
	Iteration 38Q: 3 clusters Score -2490456 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2490465.000000 Penalty: 4977.489746
	Iteration 39Q: 3 clusters Score -2490465 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2490486.000000 Penalty: 4977.489746
	Iteration 40F: 3 clusters Score -2490486 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2490500.500000 Penalty: 4977.489746
	Iteration 41Q: 3 clusters Score -2490500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2490516.250000 Penalty: 4977.489746
	Iteration 42Q: 3 clusters Score -2490516 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2490534.500000 Penalty: 4977.489746
	Iteration 43Q: 3 clusters Score -2490534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2490538.250000 Penalty: 4977.489746
	Iteration 44Q: 3 clusters Score -2490538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2490544.750000 Penalty: 4977.489746
	Iteration 45Q: 3 clusters Score -2490545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2490545.750000 Penalty: 4977.489746
	Iteration 46Q: 3 clusters Score -2490546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2490550.500000 Penalty: 4977.489746
	Iteration 47Q: 3 clusters Score -2490550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2490550.250000 Penalty: 4977.489746
	Iteration 48Q: 3 clusters Score -2490550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2490554.000000 Penalty: 4977.489746
	Iteration 49Q: 3 clusters Score -2490554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2490553.500000 Penalty: 4977.489746
	Iteration 50Q: 3 clusters Score -2490554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2490550.750000 Penalty: 4977.489746
	Iteration 51Q: 3 clusters Score -2490551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2490551.750000 Penalty: 4977.489746
	Iteration 52Q: 3 clusters Score -2490552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2490553.250000 Penalty: 4977.489746
	Iteration 53Q: 3 clusters Score -2490553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2490553.500000 Penalty: 4977.489746
	Iteration 54Q: 3 clusters Score -2490554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2490553.250000 Penalty: 4977.489746
	Iteration 55Q: 3 clusters Score -2490553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2490553.250000 Penalty: 4977.489746
	Iteration 56F: 3 clusters Score -2490553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Entering Unmasked Estep 
Score: -2063782.625000 Penalty: 2501.683350
	Iteration 0F: 2 clusters Score -2063783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2047247.625000 Penalty: 5003.366699
	Iteration 0F: 3 clusters Score -2047248 nChanged 10658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2053349.375000 Penalty: 5003.366699
	Iteration 1F: 3 clusters Score -2053349 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2054161.250000 Penalty: 5003.366699
	Iteration 2F: 3 clusters Score -2054161 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2054982.000000 Penalty: 5003.366699
	Iteration 3F: 3 clusters Score -2054982 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2055747.625000 Penalty: 5003.366699
	Iteration 4F: 3 clusters Score -2055748 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -2056471.125000 Penalty: 5003.366699
	Iteration 5F: 3 clusters Score -2056471 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2057096.750000 Penalty: 5003.366699
	Iteration 6Q: 3 clusters Score -2057097 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2057630.875000 Penalty: 5003.366699
	Iteration 7Q: 3 clusters Score -2057631 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -2058089.875000 Penalty: 5003.366699
	Iteration 8Q: 3 clusters Score -2058090 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2058441.875000 Penalty: 5003.366699
	Iteration 9Q: 3 clusters Score -2058442 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2058716.750000 Penalty: 5003.366699
	Iteration 10Q: 3 clusters Score -2058717 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2058924.500000 Penalty: 5003.366699
	Iteration 11Q: 3 clusters Score -2058924 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2059098.250000 Penalty: 5003.366699
	Iteration 12Q: 3 clusters Score -2059098 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2059255.500000 Penalty: 5003.366699
	Iteration 13Q: 3 clusters Score -2059256 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2059391.875000 Penalty: 5003.366699
	Iteration 14Q: 3 clusters Score -2059392 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2059507.000000 Penalty: 5003.366699
	Iteration 15Q: 3 clusters Score -2059507 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2059630.875000 Penalty: 5003.366699
	Iteration 16Q: 3 clusters Score -2059631 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2059760.250000 Penalty: 5003.366699
	Iteration 17Q: 3 clusters Score -2059760 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2059884.375000 Penalty: 5003.366699
	Iteration 18Q: 3 clusters Score -2059884 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2060023.625000 Penalty: 5003.366699
	Iteration 19Q: 3 clusters Score -2060024 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2060157.500000 Penalty: 5003.366699
	Iteration 20F: 3 clusters Score -2060158 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -2060287.875000 Penalty: 5003.366699
	Iteration 21Q: 3 clusters Score -2060288 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2060411.375000 Penalty: 5003.366699
	Iteration 22Q: 3 clusters Score -2060411 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -2060519.375000 Penalty: 5003.366699
	Iteration 23Q: 3 clusters Score -2060519 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -2060610.250000 Penalty: 5003.366699
	Iteration 24Q: 3 clusters Score -2060610 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2060723.250000 Penalty: 5003.366699
	Iteration 25Q: 3 clusters Score -2060723 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2060830.375000 Penalty: 5003.366699
	Iteration 26Q: 3 clusters Score -2060830 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2060913.875000 Penalty: 5003.366699
	Iteration 27Q: 3 clusters Score -2060914 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2060979.125000 Penalty: 5003.366699
	Iteration 28Q: 3 clusters Score -2060979 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2061033.250000 Penalty: 5003.366699
	Iteration 29Q: 3 clusters Score -2061033 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -2061080.625000 Penalty: 5003.366699
	Iteration 30Q: 3 clusters Score -2061081 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2061145.625000 Penalty: 5003.366699
	Iteration 31Q: 3 clusters Score -2061146 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -2061191.750000 Penalty: 5003.366699
	Iteration 32Q: 3 clusters Score -2061192 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -2061243.875000 Penalty: 5003.366699
	Iteration 33Q: 3 clusters Score -2061244 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2061288.875000 Penalty: 5003.366699
	Iteration 34Q: 3 clusters Score -2061289 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -2061323.875000 Penalty: 5003.366699
	Iteration 35Q: 3 clusters Score -2061324 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2061357.875000 Penalty: 5003.366699
	Iteration 36Q: 3 clusters Score -2061358 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2061399.375000 Penalty: 5003.366699
	Iteration 37Q: 3 clusters Score -2061399 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -2061430.750000 Penalty: 5003.366699
	Iteration 38Q: 3 clusters Score -2061431 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2061451.250000 Penalty: 5003.366699
	Iteration 39Q: 3 clusters Score -2061451 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2061479.750000 Penalty: 5003.366699
	Iteration 40F: 3 clusters Score -2061480 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2061499.125000 Penalty: 5003.366699
	Iteration 41Q: 3 clusters Score -2061499 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2061527.625000 Penalty: 5003.366699
	Iteration 42Q: 3 clusters Score -2061528 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -2061549.250000 Penalty: 5003.366699
	Iteration 43Q: 3 clusters Score -2061549 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2061575.875000 Penalty: 5003.366699
	Iteration 44Q: 3 clusters Score -2061576 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2061596.500000 Penalty: 5003.366699
	Iteration 45Q: 3 clusters Score -2061596 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -2061617.500000 Penalty: 5003.366699
	Iteration 46Q: 3 clusters Score -2061618 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2061631.750000 Penalty: 5003.366699
	Iteration 47Q: 3 clusters Score -2061632 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2061646.625000 Penalty: 5003.366699
	Iteration 48Q: 3 clusters Score -2061647 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2061673.125000 Penalty: 5003.366699
	Iteration 49Q: 3 clusters Score -2061673 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2061692.125000 Penalty: 5003.366699
	Iteration 50Q: 3 clusters Score -2061692 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2061717.625000 Penalty: 5003.366699
	Iteration 51Q: 3 clusters Score -2061718 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2061737.000000 Penalty: 5003.366699
	Iteration 52Q: 3 clusters Score -2061737 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2061746.875000 Penalty: 5003.366699
	Iteration 53Q: 3 clusters Score -2061747 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2061761.500000 Penalty: 5003.366699
	Iteration 54Q: 3 clusters Score -2061762 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -2061775.750000 Penalty: 5003.366699
	Iteration 55Q: 3 clusters Score -2061776 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2061778.875000 Penalty: 5003.366699
	Iteration 56Q: 3 clusters Score -2061779 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -2061793.375000 Penalty: 5003.366699
	Iteration 57Q: 3 clusters Score -2061793 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2061801.375000 Penalty: 5003.366699
	Iteration 58Q: 3 clusters Score -2061801 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2061802.500000 Penalty: 5003.366699
	Iteration 59Q: 3 clusters Score -2061802 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2061816.000000 Penalty: 5003.366699
	Iteration 60F: 3 clusters Score -2061816 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2061823.625000 Penalty: 5003.366699
	Iteration 61Q: 3 clusters Score -2061824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2061829.000000 Penalty: 5003.366699
	Iteration 62Q: 3 clusters Score -2061829 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2061843.000000 Penalty: 5003.366699
	Iteration 63Q: 3 clusters Score -2061843 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2061854.750000 Penalty: 5003.366699
	Iteration 64Q: 3 clusters Score -2061855 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2061863.875000 Penalty: 5003.366699
	Iteration 65Q: 3 clusters Score -2061864 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2061884.375000 Penalty: 5003.366699
	Iteration 66Q: 3 clusters Score -2061884 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2061895.375000 Penalty: 5003.366699
	Iteration 67Q: 3 clusters Score -2061895 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2061912.250000 Penalty: 5003.366699
	Iteration 68Q: 3 clusters Score -2061912 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2061929.375000 Penalty: 5003.366699
	Iteration 69Q: 3 clusters Score -2061929 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2061947.500000 Penalty: 5003.366699
	Iteration 70Q: 3 clusters Score -2061948 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2061961.625000 Penalty: 5003.366699
	Iteration 71Q: 3 clusters Score -2061962 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2061975.625000 Penalty: 5003.366699
	Iteration 72Q: 3 clusters Score -2061976 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2061993.500000 Penalty: 5003.366699
	Iteration 73Q: 3 clusters Score -2061994 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2061991.750000 Penalty: 5003.366699
	Iteration 74Q: 3 clusters Score -2061992 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2062002.375000 Penalty: 5003.366699
	Iteration 75Q: 3 clusters Score -2062002 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2062008.000000 Penalty: 5003.366699
	Iteration 76Q: 3 clusters Score -2062008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2062019.500000 Penalty: 5003.366699
	Iteration 77Q: 3 clusters Score -2062020 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2062022.750000 Penalty: 5003.366699
	Iteration 78Q: 3 clusters Score -2062023 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2062027.750000 Penalty: 5003.366699
	Iteration 79Q: 3 clusters Score -2062028 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2062038.000000 Penalty: 5003.366699
	Iteration 80F: 3 clusters Score -2062038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2062045.250000 Penalty: 5003.366699
	Iteration 81Q: 3 clusters Score -2062045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2062046.250000 Penalty: 5003.366699
	Iteration 82Q: 3 clusters Score -2062046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2062051.500000 Penalty: 5003.366699
	Iteration 83Q: 3 clusters Score -2062052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2062051.500000 Penalty: 5003.366699
	Iteration 84Q: 3 clusters Score -2062052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2062055.125000 Penalty: 5003.366699
	Iteration 85Q: 3 clusters Score -2062055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2062057.000000 Penalty: 5003.366699
	Iteration 86Q: 3 clusters Score -2062057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2062060.750000 Penalty: 5003.366699
	Iteration 87Q: 3 clusters Score -2062061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2062059.000000 Penalty: 5003.366699
	Iteration 88Q: 3 clusters Score -2062059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2062061.250000 Penalty: 5003.366699
	Iteration 89Q: 3 clusters Score -2062061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2062062.250000 Penalty: 5003.366699
	Iteration 90Q: 3 clusters Score -2062062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2062072.500000 Penalty: 5003.366699
	Iteration 91Q: 3 clusters Score -2062072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2062069.000000 Penalty: 5003.366699
	Iteration 92Q: 3 clusters Score -2062069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2062075.250000 Penalty: 5003.366699
	Iteration 93Q: 3 clusters Score -2062075 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2062078.750000 Penalty: 5003.366699
	Iteration 94Q: 3 clusters Score -2062079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2062085.125000 Penalty: 5003.366699
	Iteration 95Q: 3 clusters Score -2062085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2062081.250000 Penalty: 5003.366699
	Iteration 96Q: 3 clusters Score -2062081 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2062088.375000 Penalty: 5003.366699
	Iteration 97Q: 3 clusters Score -2062088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2062102.000000 Penalty: 5003.366699
	Iteration 98Q: 3 clusters Score -2062102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2062108.125000 Penalty: 5003.366699
	Iteration 99Q: 3 clusters Score -2062108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2062112.000000 Penalty: 5003.366699
	Iteration 100F: 3 clusters Score -2062112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2062118.125000 Penalty: 5003.366699
	Iteration 101Q: 3 clusters Score -2062118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2062118.750000 Penalty: 5003.366699
	Iteration 102Q: 3 clusters Score -2062119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2062118.750000 Penalty: 5003.366699
	Iteration 103Q: 3 clusters Score -2062119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2062120.250000 Penalty: 5003.366699
	Iteration 104Q: 3 clusters Score -2062120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2062122.000000 Penalty: 5003.366699
	Iteration 105Q: 3 clusters Score -2062122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2062123.000000 Penalty: 5003.366699
	Iteration 106Q: 3 clusters Score -2062123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2062120.375000 Penalty: 5003.366699
	Iteration 107Q: 3 clusters Score -2062120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2062122.750000 Penalty: 5003.366699
	Iteration 108Q: 3 clusters Score -2062123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2062124.125000 Penalty: 5003.366699
	Iteration 109Q: 3 clusters Score -2062124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2062125.000000 Penalty: 5003.366699
	Iteration 110Q: 3 clusters Score -2062125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2062125.000000 Penalty: 5003.366699
	Iteration 111F: 3 clusters Score -2062125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Entering Unmasked Estep 
Score: -824746.062500 Penalty: 2237.206543
	Iteration 0F: 2 clusters Score -824746.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -818225.937500 Penalty: 4474.413086
	Iteration 0F: 3 clusters Score -818225.9 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -820147.437500 Penalty: 4474.413086
	Iteration 1F: 3 clusters Score -820147.4 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -820551.437500 Penalty: 4474.413086
	Iteration 2F: 3 clusters Score -820551.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -820912.000000 Penalty: 4474.413086
	Iteration 3F: 3 clusters Score -820912 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -821250.562500 Penalty: 4474.413086
	Iteration 4F: 3 clusters Score -821250.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -821513.062500 Penalty: 4474.413086
	Iteration 5Q: 3 clusters Score -821513.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -821763.312500 Penalty: 4474.413086
	Iteration 6Q: 3 clusters Score -821763.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -821990.000000 Penalty: 4474.413086
	Iteration 7Q: 3 clusters Score -821990 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -822182.687500 Penalty: 4474.413086
	Iteration 8Q: 3 clusters Score -822182.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -822342.062500 Penalty: 4474.413086
	Iteration 9Q: 3 clusters Score -822342.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -822468.875000 Penalty: 4474.413086
	Iteration 10Q: 3 clusters Score -822468.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -822586.812500 Penalty: 4474.413086
	Iteration 11Q: 3 clusters Score -822586.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -822693.312500 Penalty: 4474.413086
	Iteration 12Q: 3 clusters Score -822693.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -822777.125000 Penalty: 4474.413086
	Iteration 13Q: 3 clusters Score -822777.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -822858.312500 Penalty: 4474.413086
	Iteration 14Q: 3 clusters Score -822858.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -822928.875000 Penalty: 4474.413086
	Iteration 15Q: 3 clusters Score -822928.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -822993.750000 Penalty: 4474.413086
	Iteration 16Q: 3 clusters Score -822993.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -823049.375000 Penalty: 4474.413086
	Iteration 17Q: 3 clusters Score -823049.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -823084.125000 Penalty: 4474.413086
	Iteration 18Q: 3 clusters Score -823084.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -823121.625000 Penalty: 4474.413086
	Iteration 19Q: 3 clusters Score -823121.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -823160.000000 Penalty: 4474.413086
	Iteration 20F: 3 clusters Score -823160 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -823193.375000 Penalty: 4474.413086
	Iteration 21Q: 3 clusters Score -823193.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -823224.437500 Penalty: 4474.413086
	Iteration 22Q: 3 clusters Score -823224.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -823270.500000 Penalty: 4474.413086
	Iteration 23Q: 3 clusters Score -823270.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -823312.000000 Penalty: 4474.413086
	Iteration 24Q: 3 clusters Score -823312 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -823351.187500 Penalty: 4474.413086
	Iteration 25Q: 3 clusters Score -823351.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -823380.562500 Penalty: 4474.413086
	Iteration 26Q: 3 clusters Score -823380.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -823402.375000 Penalty: 4474.413086
	Iteration 27Q: 3 clusters Score -823402.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -823415.437500 Penalty: 4474.413086
	Iteration 28Q: 3 clusters Score -823415.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -823424.500000 Penalty: 4474.413086
	Iteration 29Q: 3 clusters Score -823424.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -823432.562500 Penalty: 4474.413086
	Iteration 30Q: 3 clusters Score -823432.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -823439.687500 Penalty: 4474.413086
	Iteration 31Q: 3 clusters Score -823439.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -823441.750000 Penalty: 4474.413086
	Iteration 32Q: 3 clusters Score -823441.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -823448.812500 Penalty: 4474.413086
	Iteration 33Q: 3 clusters Score -823448.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -823460.375000 Penalty: 4474.413086
	Iteration 34Q: 3 clusters Score -823460.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -823471.312500 Penalty: 4474.413086
	Iteration 35Q: 3 clusters Score -823471.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -823477.500000 Penalty: 4474.413086
	Iteration 36Q: 3 clusters Score -823477.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -823484.312500 Penalty: 4474.413086
	Iteration 37Q: 3 clusters Score -823484.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -823485.750000 Penalty: 4474.413086
	Iteration 38Q: 3 clusters Score -823485.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -823490.062500 Penalty: 4474.413086
	Iteration 39Q: 3 clusters Score -823490.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -823494.312500 Penalty: 4474.413086
	Iteration 40F: 3 clusters Score -823494.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -823499.375000 Penalty: 4474.413086
	Iteration 41Q: 3 clusters Score -823499.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -823504.937500 Penalty: 4474.413086
	Iteration 42Q: 3 clusters Score -823504.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -823511.250000 Penalty: 4474.413086
	Iteration 43Q: 3 clusters Score -823511.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -823516.250000 Penalty: 4474.413086
	Iteration 44Q: 3 clusters Score -823516.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -823516.437500 Penalty: 4474.413086
	Iteration 45Q: 3 clusters Score -823516.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -823518.062500 Penalty: 4474.413086
	Iteration 46Q: 3 clusters Score -823518.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -823519.875000 Penalty: 4474.413086
	Iteration 47Q: 3 clusters Score -823519.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -823520.437500 Penalty: 4474.413086
	Iteration 48Q: 3 clusters Score -823520.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -823523.312500 Penalty: 4474.413086
	Iteration 49Q: 3 clusters Score -823523.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -823522.250000 Penalty: 4474.413086
	Iteration 50Q: 3 clusters Score -823522.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -823526.625000 Penalty: 4474.413086
	Iteration 51Q: 3 clusters Score -823526.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -823528.125000 Penalty: 4474.413086
	Iteration 52Q: 3 clusters Score -823528.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -823528.187500 Penalty: 4474.413086
	Iteration 53Q: 3 clusters Score -823528.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -823528.625000 Penalty: 4474.413086
	Iteration 54Q: 3 clusters Score -823528.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -823532.312500 Penalty: 4474.413086
	Iteration 55Q: 3 clusters Score -823532.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -823530.750000 Penalty: 4474.413086
	Iteration 56Q: 3 clusters Score -823530.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -823531.437500 Penalty: 4474.413086
	Iteration 57Q: 3 clusters Score -823531.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -823531.437500 Penalty: 4474.413086
	Iteration 58F: 3 clusters Score -823531.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Entering Unmasked Estep 
Score: -1213762.000000 Penalty: 2337.572021
	Iteration 0F: 2 clusters Score -1213762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1204552.875000 Penalty: 4675.144043
	Iteration 0F: 3 clusters Score -1204553 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1207514.750000 Penalty: 4675.144043
	Iteration 1F: 3 clusters Score -1207515 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1208088.000000 Penalty: 4675.144043
	Iteration 2F: 3 clusters Score -1208088 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1208593.625000 Penalty: 4675.144043
	Iteration 3F: 3 clusters Score -1208594 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1209037.875000 Penalty: 4675.144043
	Iteration 4F: 3 clusters Score -1209038 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1209437.000000 Penalty: 4675.144043
	Iteration 5F: 3 clusters Score -1209437 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1209759.500000 Penalty: 4675.144043
	Iteration 6Q: 3 clusters Score -1209760 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1210027.250000 Penalty: 4675.144043
	Iteration 7Q: 3 clusters Score -1210027 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1210251.750000 Penalty: 4675.144043
	Iteration 8Q: 3 clusters Score -1210252 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1210413.375000 Penalty: 4675.144043
	Iteration 9Q: 3 clusters Score -1210413 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1210565.625000 Penalty: 4675.144043
	Iteration 10Q: 3 clusters Score -1210566 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1210718.625000 Penalty: 4675.144043
	Iteration 11Q: 3 clusters Score -1210719 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1210867.875000 Penalty: 4675.144043
	Iteration 12Q: 3 clusters Score -1210868 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1211019.125000 Penalty: 4675.144043
	Iteration 13Q: 3 clusters Score -1211019 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1211134.375000 Penalty: 4675.144043
	Iteration 14Q: 3 clusters Score -1211134 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1211225.375000 Penalty: 4675.144043
	Iteration 15Q: 3 clusters Score -1211225 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1211303.875000 Penalty: 4675.144043
	Iteration 16Q: 3 clusters Score -1211304 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1211371.000000 Penalty: 4675.144043
	Iteration 17Q: 3 clusters Score -1211371 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1211422.250000 Penalty: 4675.144043
	Iteration 18Q: 3 clusters Score -1211422 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1211479.625000 Penalty: 4675.144043
	Iteration 19Q: 3 clusters Score -1211480 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1211539.875000 Penalty: 4675.144043
	Iteration 20F: 3 clusters Score -1211540 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1211584.000000 Penalty: 4675.144043
	Iteration 21Q: 3 clusters Score -1211584 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1211625.000000 Penalty: 4675.144043
	Iteration 22Q: 3 clusters Score -1211625 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1211668.500000 Penalty: 4675.144043
	Iteration 23Q: 3 clusters Score -1211668 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1211698.125000 Penalty: 4675.144043
	Iteration 24Q: 3 clusters Score -1211698 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1211742.250000 Penalty: 4675.144043
	Iteration 25Q: 3 clusters Score -1211742 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1211779.750000 Penalty: 4675.144043
	Iteration 26Q: 3 clusters Score -1211780 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1211836.000000 Penalty: 4675.144043
	Iteration 27Q: 3 clusters Score -1211836 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1211888.625000 Penalty: 4675.144043
	Iteration 28Q: 3 clusters Score -1211889 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1211933.250000 Penalty: 4675.144043
	Iteration 29Q: 3 clusters Score -1211933 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1211973.625000 Penalty: 4675.144043
	Iteration 30Q: 3 clusters Score -1211974 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1212009.500000 Penalty: 4675.144043
	Iteration 31Q: 3 clusters Score -1212010 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1212032.750000 Penalty: 4675.144043
	Iteration 32Q: 3 clusters Score -1212033 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1212049.500000 Penalty: 4675.144043
	Iteration 33Q: 3 clusters Score -1212050 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1212062.250000 Penalty: 4675.144043
	Iteration 34Q: 3 clusters Score -1212062 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1212082.625000 Penalty: 4675.144043
	Iteration 35Q: 3 clusters Score -1212083 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1212093.125000 Penalty: 4675.144043
	Iteration 36Q: 3 clusters Score -1212093 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1212113.375000 Penalty: 4675.144043
	Iteration 37Q: 3 clusters Score -1212113 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1212128.375000 Penalty: 4675.144043
	Iteration 38Q: 3 clusters Score -1212128 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1212140.375000 Penalty: 4675.144043
	Iteration 39Q: 3 clusters Score -1212140 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1212148.125000 Penalty: 4675.144043
	Iteration 40F: 3 clusters Score -1212148 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1212160.000000 Penalty: 4675.144043
	Iteration 41Q: 3 clusters Score -1212160 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1212170.500000 Penalty: 4675.144043
	Iteration 42Q: 3 clusters Score -1212170 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1212179.875000 Penalty: 4675.144043
	Iteration 43Q: 3 clusters Score -1212180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1212190.500000 Penalty: 4675.144043
	Iteration 44Q: 3 clusters Score -1212190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1212196.500000 Penalty: 4675.144043
	Iteration 45Q: 3 clusters Score -1212196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1212206.500000 Penalty: 4675.144043
	Iteration 46Q: 3 clusters Score -1212206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1212222.125000 Penalty: 4675.144043
	Iteration 47Q: 3 clusters Score -1212222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1212230.500000 Penalty: 4675.144043
	Iteration 48Q: 3 clusters Score -1212230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1212241.250000 Penalty: 4675.144043
	Iteration 49Q: 3 clusters Score -1212241 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1212257.750000 Penalty: 4675.144043
	Iteration 50Q: 3 clusters Score -1212258 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1212275.375000 Penalty: 4675.144043
	Iteration 51Q: 3 clusters Score -1212275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1212283.375000 Penalty: 4675.144043
	Iteration 52Q: 3 clusters Score -1212283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1212288.250000 Penalty: 4675.144043
	Iteration 53Q: 3 clusters Score -1212288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1212290.750000 Penalty: 4675.144043
	Iteration 54Q: 3 clusters Score -1212291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1212297.625000 Penalty: 4675.144043
	Iteration 55Q: 3 clusters Score -1212298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1212299.000000 Penalty: 4675.144043
	Iteration 56Q: 3 clusters Score -1212299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1212303.750000 Penalty: 4675.144043
	Iteration 57Q: 3 clusters Score -1212304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1212304.250000 Penalty: 4675.144043
	Iteration 58Q: 3 clusters Score -1212304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1212308.500000 Penalty: 4675.144043
	Iteration 59Q: 3 clusters Score -1212308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1212312.250000 Penalty: 4675.144043
	Iteration 60F: 3 clusters Score -1212312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1212317.250000 Penalty: 4675.144043
	Iteration 61Q: 3 clusters Score -1212317 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1212323.750000 Penalty: 4675.144043
	Iteration 62Q: 3 clusters Score -1212324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1212323.250000 Penalty: 4675.144043
	Iteration 63Q: 3 clusters Score -1212323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1212327.625000 Penalty: 4675.144043
	Iteration 64Q: 3 clusters Score -1212328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1212331.500000 Penalty: 4675.144043
	Iteration 65Q: 3 clusters Score -1212332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1212333.000000 Penalty: 4675.144043
	Iteration 66Q: 3 clusters Score -1212333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1212336.250000 Penalty: 4675.144043
	Iteration 67Q: 3 clusters Score -1212336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1212341.125000 Penalty: 4675.144043
	Iteration 68Q: 3 clusters Score -1212341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1212346.625000 Penalty: 4675.144043
	Iteration 69Q: 3 clusters Score -1212347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1212349.750000 Penalty: 4675.144043
	Iteration 70Q: 3 clusters Score -1212350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1212357.000000 Penalty: 4675.144043
	Iteration 71Q: 3 clusters Score -1212357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1212359.625000 Penalty: 4675.144043
	Iteration 72Q: 3 clusters Score -1212360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1212361.375000 Penalty: 4675.144043
	Iteration 73Q: 3 clusters Score -1212361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1212363.750000 Penalty: 4675.144043
	Iteration 74Q: 3 clusters Score -1212364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1212369.500000 Penalty: 4675.144043
	Iteration 75Q: 3 clusters Score -1212370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1212375.375000 Penalty: 4675.144043
	Iteration 76Q: 3 clusters Score -1212375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1212381.250000 Penalty: 4675.144043
	Iteration 77Q: 3 clusters Score -1212381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1212383.375000 Penalty: 4675.144043
	Iteration 78Q: 3 clusters Score -1212383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1212386.375000 Penalty: 4675.144043
	Iteration 79Q: 3 clusters Score -1212386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1212390.375000 Penalty: 4675.144043
	Iteration 80F: 3 clusters Score -1212390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1212389.625000 Penalty: 4675.144043
	Iteration 81Q: 3 clusters Score -1212390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1212391.625000 Penalty: 4675.144043
	Iteration 82Q: 3 clusters Score -1212392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1212393.000000 Penalty: 4675.144043
	Iteration 83Q: 3 clusters Score -1212393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1212394.875000 Penalty: 4675.144043
	Iteration 84Q: 3 clusters Score -1212395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1212395.750000 Penalty: 4675.144043
	Iteration 85Q: 3 clusters Score -1212396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1212398.500000 Penalty: 4675.144043
	Iteration 86Q: 3 clusters Score -1212398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1212401.875000 Penalty: 4675.144043
	Iteration 87Q: 3 clusters Score -1212402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1212401.125000 Penalty: 4675.144043
	Iteration 88Q: 3 clusters Score -1212401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1212399.375000 Penalty: 4675.144043
	Iteration 89Q: 3 clusters Score -1212399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1212399.875000 Penalty: 4675.144043
	Iteration 90Q: 3 clusters Score -1212400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1212399.750000 Penalty: 4675.144043
	Iteration 91Q: 3 clusters Score -1212400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1212398.625000 Penalty: 4675.144043
	Iteration 92Q: 3 clusters Score -1212399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1212399.125000 Penalty: 4675.144043
	Iteration 93Q: 3 clusters Score -1212399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1212399.125000 Penalty: 4675.144043
	Iteration 94F: 3 clusters Score -1212399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Entering Unmasked Estep 
Score: -757331.125000 Penalty: 2225.013672
	Iteration 0F: 2 clusters Score -757331.1 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 3908 members 
Entering Unmasked Estep 
Score: -750948.062500 Penalty: 4450.027344
	Iteration 0F: 3 clusters Score -750948.1 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -752819.937500 Penalty: 4450.027344
	Iteration 1F: 3 clusters Score -752819.9 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -753256.375000 Penalty: 4450.027344
	Iteration 2F: 3 clusters Score -753256.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -753581.687500 Penalty: 4450.027344
	Iteration 3F: 3 clusters Score -753581.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -753846.062500 Penalty: 4450.027344
	Iteration 4F: 3 clusters Score -753846.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -754098.687500 Penalty: 4450.027344
	Iteration 5Q: 3 clusters Score -754098.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -754351.875000 Penalty: 4450.027344
	Iteration 6Q: 3 clusters Score -754351.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -754562.937500 Penalty: 4450.027344
	Iteration 7Q: 3 clusters Score -754562.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -754769.312500 Penalty: 4450.027344
	Iteration 8Q: 3 clusters Score -754769.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -754952.875000 Penalty: 4450.027344
	Iteration 9Q: 3 clusters Score -754952.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -755095.500000 Penalty: 4450.027344
	Iteration 10Q: 3 clusters Score -755095.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -755197.937500 Penalty: 4450.027344
	Iteration 11Q: 3 clusters Score -755197.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -755277.562500 Penalty: 4450.027344
	Iteration 12Q: 3 clusters Score -755277.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -755340.312500 Penalty: 4450.027344
	Iteration 13Q: 3 clusters Score -755340.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -755389.562500 Penalty: 4450.027344
	Iteration 14Q: 3 clusters Score -755389.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -755427.687500 Penalty: 4450.027344
	Iteration 15Q: 3 clusters Score -755427.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -755451.750000 Penalty: 4450.027344
	Iteration 16Q: 3 clusters Score -755451.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -755465.375000 Penalty: 4450.027344
	Iteration 17Q: 3 clusters Score -755465.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -755474.750000 Penalty: 4450.027344
	Iteration 18Q: 3 clusters Score -755474.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -755480.812500 Penalty: 4450.027344
	Iteration 19Q: 3 clusters Score -755480.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -755488.937500 Penalty: 4450.027344
	Iteration 20F: 3 clusters Score -755488.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -755492.750000 Penalty: 4450.027344
	Iteration 21Q: 3 clusters Score -755492.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -755499.312500 Penalty: 4450.027344
	Iteration 22Q: 3 clusters Score -755499.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -755506.125000 Penalty: 4450.027344
	Iteration 23Q: 3 clusters Score -755506.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -755510.687500 Penalty: 4450.027344
	Iteration 24Q: 3 clusters Score -755510.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -755517.937500 Penalty: 4450.027344
	Iteration 25Q: 3 clusters Score -755517.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -755521.562500 Penalty: 4450.027344
	Iteration 26Q: 3 clusters Score -755521.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -755526.812500 Penalty: 4450.027344
	Iteration 27Q: 3 clusters Score -755526.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -755532.187500 Penalty: 4450.027344
	Iteration 28Q: 3 clusters Score -755532.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -755537.812500 Penalty: 4450.027344
	Iteration 29Q: 3 clusters Score -755537.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -755546.312500 Penalty: 4450.027344
	Iteration 30Q: 3 clusters Score -755546.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -755551.562500 Penalty: 4450.027344
	Iteration 31Q: 3 clusters Score -755551.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -755559.000000 Penalty: 4450.027344
	Iteration 32Q: 3 clusters Score -755559 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -755566.875000 Penalty: 4450.027344
	Iteration 33Q: 3 clusters Score -755566.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -755577.937500 Penalty: 4450.027344
	Iteration 34Q: 3 clusters Score -755577.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -755586.500000 Penalty: 4450.027344
	Iteration 35Q: 3 clusters Score -755586.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -755594.562500 Penalty: 4450.027344
	Iteration 36Q: 3 clusters Score -755594.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -755603.000000 Penalty: 4450.027344
	Iteration 37Q: 3 clusters Score -755603 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -755610.875000 Penalty: 4450.027344
	Iteration 38Q: 3 clusters Score -755610.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -755617.187500 Penalty: 4450.027344
	Iteration 39Q: 3 clusters Score -755617.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -755624.187500 Penalty: 4450.027344
	Iteration 40F: 3 clusters Score -755624.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -755632.187500 Penalty: 4450.027344
	Iteration 41Q: 3 clusters Score -755632.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -755638.500000 Penalty: 4450.027344
	Iteration 42Q: 3 clusters Score -755638.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -755642.812500 Penalty: 4450.027344
	Iteration 43Q: 3 clusters Score -755642.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -755649.500000 Penalty: 4450.027344
	Iteration 44Q: 3 clusters Score -755649.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -755652.500000 Penalty: 4450.027344
	Iteration 45Q: 3 clusters Score -755652.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -755652.875000 Penalty: 4450.027344
	Iteration 46Q: 3 clusters Score -755652.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -755655.062500 Penalty: 4450.027344
	Iteration 47Q: 3 clusters Score -755655.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -755656.312500 Penalty: 4450.027344
	Iteration 48Q: 3 clusters Score -755656.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -755658.437500 Penalty: 4450.027344
	Iteration 49Q: 3 clusters Score -755658.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -755658.125000 Penalty: 4450.027344
	Iteration 50Q: 3 clusters Score -755658.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -755658.125000 Penalty: 4450.027344
	Iteration 51F: 3 clusters Score -755658.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Entering Unmasked Estep 
Score: -1782453.375000 Penalty: 2407.241943
	Iteration 0F: 2 clusters Score -1782453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1770694.875000 Penalty: 4814.483887
	Iteration 0F: 3 clusters Score -1770695 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1774390.500000 Penalty: 4814.483887
	Iteration 1F: 3 clusters Score -1774390 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1774765.125000 Penalty: 4814.483887
	Iteration 2F: 3 clusters Score -1774765 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1775075.750000 Penalty: 4814.483887
	Iteration 3Q: 3 clusters Score -1775076 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1775359.500000 Penalty: 4814.483887
	Iteration 4Q: 3 clusters Score -1775360 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1775639.250000 Penalty: 4814.483887
	Iteration 5Q: 3 clusters Score -1775639 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1775919.750000 Penalty: 4814.483887
	Iteration 6Q: 3 clusters Score -1775920 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1776288.375000 Penalty: 4814.483887
	Iteration 7Q: 3 clusters Score -1776288 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1776756.000000 Penalty: 4814.483887
	Iteration 8Q: 3 clusters Score -1776756 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1777297.750000 Penalty: 4814.483887
	Iteration 9Q: 3 clusters Score -1777298 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1777856.000000 Penalty: 4814.483887
	Iteration 10Q: 3 clusters Score -1777856 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1778366.625000 Penalty: 4814.483887
	Iteration 11Q: 3 clusters Score -1778367 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1778801.375000 Penalty: 4814.483887
	Iteration 12Q: 3 clusters Score -1778801 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1779151.500000 Penalty: 4814.483887
	Iteration 13Q: 3 clusters Score -1779152 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1779423.875000 Penalty: 4814.483887
	Iteration 14Q: 3 clusters Score -1779424 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1779641.125000 Penalty: 4814.483887
	Iteration 15Q: 3 clusters Score -1779641 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1779805.000000 Penalty: 4814.483887
	Iteration 16Q: 3 clusters Score -1779805 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1779930.375000 Penalty: 4814.483887
	Iteration 17Q: 3 clusters Score -1779930 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1780009.750000 Penalty: 4814.483887
	Iteration 18Q: 3 clusters Score -1780010 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1780073.500000 Penalty: 4814.483887
	Iteration 19Q: 3 clusters Score -1780074 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1780121.375000 Penalty: 4814.483887
	Iteration 20F: 3 clusters Score -1780121 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1780159.875000 Penalty: 4814.483887
	Iteration 21Q: 3 clusters Score -1780160 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1780192.500000 Penalty: 4814.483887
	Iteration 22Q: 3 clusters Score -1780192 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1780231.750000 Penalty: 4814.483887
	Iteration 23Q: 3 clusters Score -1780232 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1780254.750000 Penalty: 4814.483887
	Iteration 24Q: 3 clusters Score -1780255 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1780272.125000 Penalty: 4814.483887
	Iteration 25Q: 3 clusters Score -1780272 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1780286.625000 Penalty: 4814.483887
	Iteration 26Q: 3 clusters Score -1780287 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1780300.000000 Penalty: 4814.483887
	Iteration 27Q: 3 clusters Score -1780300 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1780306.250000 Penalty: 4814.483887
	Iteration 28Q: 3 clusters Score -1780306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1780319.375000 Penalty: 4814.483887
	Iteration 29Q: 3 clusters Score -1780319 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1780321.875000 Penalty: 4814.483887
	Iteration 30Q: 3 clusters Score -1780322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1780324.750000 Penalty: 4814.483887
	Iteration 31Q: 3 clusters Score -1780325 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1780327.375000 Penalty: 4814.483887
	Iteration 32Q: 3 clusters Score -1780327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1780333.250000 Penalty: 4814.483887
	Iteration 33Q: 3 clusters Score -1780333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1780334.250000 Penalty: 4814.483887
	Iteration 34Q: 3 clusters Score -1780334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1780338.750000 Penalty: 4814.483887
	Iteration 35Q: 3 clusters Score -1780339 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1780344.750000 Penalty: 4814.483887
	Iteration 36Q: 3 clusters Score -1780345 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1780348.375000 Penalty: 4814.483887
	Iteration 37Q: 3 clusters Score -1780348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1780356.750000 Penalty: 4814.483887
	Iteration 38Q: 3 clusters Score -1780357 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1780358.375000 Penalty: 4814.483887
	Iteration 39Q: 3 clusters Score -1780358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1780361.500000 Penalty: 4814.483887
	Iteration 40F: 3 clusters Score -1780362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1780363.750000 Penalty: 4814.483887
	Iteration 41Q: 3 clusters Score -1780364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1780367.250000 Penalty: 4814.483887
	Iteration 42Q: 3 clusters Score -1780367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1780369.875000 Penalty: 4814.483887
	Iteration 43Q: 3 clusters Score -1780370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1780369.250000 Penalty: 4814.483887
	Iteration 44Q: 3 clusters Score -1780369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1780372.500000 Penalty: 4814.483887
	Iteration 45Q: 3 clusters Score -1780372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1780374.750000 Penalty: 4814.483887
	Iteration 46Q: 3 clusters Score -1780375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1780377.375000 Penalty: 4814.483887
	Iteration 47Q: 3 clusters Score -1780377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1780373.750000 Penalty: 4814.483887
	Iteration 48Q: 3 clusters Score -1780374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1780373.375000 Penalty: 4814.483887
	Iteration 49Q: 3 clusters Score -1780373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1780374.375000 Penalty: 4814.483887
	Iteration 50Q: 3 clusters Score -1780374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1780376.125000 Penalty: 4814.483887
	Iteration 51Q: 3 clusters Score -1780376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1780380.750000 Penalty: 4814.483887
	Iteration 52Q: 3 clusters Score -1780381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1780382.375000 Penalty: 4814.483887
	Iteration 53Q: 3 clusters Score -1780382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1780387.500000 Penalty: 4814.483887
	Iteration 54Q: 3 clusters Score -1780388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1780394.625000 Penalty: 4814.483887
	Iteration 55Q: 3 clusters Score -1780395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1780394.000000 Penalty: 4814.483887
	Iteration 56Q: 3 clusters Score -1780394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1780399.750000 Penalty: 4814.483887
	Iteration 57Q: 3 clusters Score -1780400 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1780405.625000 Penalty: 4814.483887
	Iteration 58Q: 3 clusters Score -1780406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1780410.500000 Penalty: 4814.483887
	Iteration 59Q: 3 clusters Score -1780410 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1780415.125000 Penalty: 4814.483887
	Iteration 60F: 3 clusters Score -1780415 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1780422.750000 Penalty: 4814.483887
	Iteration 61Q: 3 clusters Score -1780423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1780423.750000 Penalty: 4814.483887
	Iteration 62Q: 3 clusters Score -1780424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1780430.250000 Penalty: 4814.483887
	Iteration 63Q: 3 clusters Score -1780430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1780436.375000 Penalty: 4814.483887
	Iteration 64Q: 3 clusters Score -1780436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1780438.125000 Penalty: 4814.483887
	Iteration 65Q: 3 clusters Score -1780438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1780441.250000 Penalty: 4814.483887
	Iteration 66Q: 3 clusters Score -1780441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -1780444.250000 Penalty: 4814.483887
	Iteration 67Q: 3 clusters Score -1780444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1780450.125000 Penalty: 4814.483887
	Iteration 68Q: 3 clusters Score -1780450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1780452.625000 Penalty: 4814.483887
	Iteration 69Q: 3 clusters Score -1780453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1780456.250000 Penalty: 4814.483887
	Iteration 70Q: 3 clusters Score -1780456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1780459.500000 Penalty: 4814.483887
	Iteration 71Q: 3 clusters Score -1780460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1780457.500000 Penalty: 4814.483887
	Iteration 72Q: 3 clusters Score -1780458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1780459.750000 Penalty: 4814.483887
	Iteration 73Q: 3 clusters Score -1780460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1780461.375000 Penalty: 4814.483887
	Iteration 74Q: 3 clusters Score -1780461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1780465.125000 Penalty: 4814.483887
	Iteration 75Q: 3 clusters Score -1780465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -1780462.500000 Penalty: 4814.483887
	Iteration 76Q: 3 clusters Score -1780462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1780463.750000 Penalty: 4814.483887
	Iteration 77Q: 3 clusters Score -1780464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1780461.625000 Penalty: 4814.483887
	Iteration 78Q: 3 clusters Score -1780462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1780460.875000 Penalty: 4814.483887
	Iteration 79Q: 3 clusters Score -1780461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1780465.125000 Penalty: 4814.483887
	Iteration 80F: 3 clusters Score -1780465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1780465.500000 Penalty: 4814.483887
	Iteration 81Q: 3 clusters Score -1780466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1780468.750000 Penalty: 4814.483887
	Iteration 82Q: 3 clusters Score -1780469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1780470.125000 Penalty: 4814.483887
	Iteration 83Q: 3 clusters Score -1780470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1780472.250000 Penalty: 4814.483887
	Iteration 84Q: 3 clusters Score -1780472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1780471.000000 Penalty: 4814.483887
	Iteration 85Q: 3 clusters Score -1780471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1780471.625000 Penalty: 4814.483887
	Iteration 86Q: 3 clusters Score -1780472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1780471.125000 Penalty: 4814.483887
	Iteration 87Q: 3 clusters Score -1780471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1780472.750000 Penalty: 4814.483887
	Iteration 88Q: 3 clusters Score -1780473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1780473.625000 Penalty: 4814.483887
	Iteration 89Q: 3 clusters Score -1780474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1780474.125000 Penalty: 4814.483887
	Iteration 90Q: 3 clusters Score -1780474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1780477.000000 Penalty: 4814.483887
	Iteration 91Q: 3 clusters Score -1780477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1780476.750000 Penalty: 4814.483887
	Iteration 92Q: 3 clusters Score -1780477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1780480.000000 Penalty: 4814.483887
	Iteration 93Q: 3 clusters Score -1780480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1780482.750000 Penalty: 4814.483887
	Iteration 94Q: 3 clusters Score -1780483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1780486.750000 Penalty: 4814.483887
	Iteration 95Q: 3 clusters Score -1780487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1780489.250000 Penalty: 4814.483887
	Iteration 96Q: 3 clusters Score -1780489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1780490.375000 Penalty: 4814.483887
	Iteration 97Q: 3 clusters Score -1780490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1780489.750000 Penalty: 4814.483887
	Iteration 98Q: 3 clusters Score -1780490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1780493.750000 Penalty: 4814.483887
	Iteration 99Q: 3 clusters Score -1780494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1780494.000000 Penalty: 4814.483887
	Iteration 100F: 3 clusters Score -1780494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1780496.250000 Penalty: 4814.483887
	Iteration 101Q: 3 clusters Score -1780496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1780502.750000 Penalty: 4814.483887
	Iteration 102Q: 3 clusters Score -1780503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1780504.250000 Penalty: 4814.483887
	Iteration 103Q: 3 clusters Score -1780504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1780505.625000 Penalty: 4814.483887
	Iteration 104Q: 3 clusters Score -1780506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1780510.000000 Penalty: 4814.483887
	Iteration 105Q: 3 clusters Score -1780510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1780510.500000 Penalty: 4814.483887
	Iteration 106Q: 3 clusters Score -1780510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1780511.250000 Penalty: 4814.483887
	Iteration 107Q: 3 clusters Score -1780511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1780510.875000 Penalty: 4814.483887
	Iteration 108Q: 3 clusters Score -1780511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1780512.625000 Penalty: 4814.483887
	Iteration 109Q: 3 clusters Score -1780513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1780511.125000 Penalty: 4814.483887
	Iteration 110Q: 3 clusters Score -1780511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1780513.625000 Penalty: 4814.483887
	Iteration 111Q: 3 clusters Score -1780514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1780516.500000 Penalty: 4814.483887
	Iteration 112Q: 3 clusters Score -1780516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1780516.750000 Penalty: 4814.483887
	Iteration 113Q: 3 clusters Score -1780517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1780516.375000 Penalty: 4814.483887
	Iteration 114Q: 3 clusters Score -1780516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1780516.250000 Penalty: 4814.483887
	Iteration 115Q: 3 clusters Score -1780516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1780515.875000 Penalty: 4814.483887
	Iteration 116Q: 3 clusters Score -1780516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1780519.875000 Penalty: 4814.483887
	Iteration 117Q: 3 clusters Score -1780520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1780522.000000 Penalty: 4814.483887
	Iteration 118Q: 3 clusters Score -1780522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1780523.125000 Penalty: 4814.483887
	Iteration 119Q: 3 clusters Score -1780523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1780524.000000 Penalty: 4814.483887
	Iteration 120F: 3 clusters Score -1780524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1780525.375000 Penalty: 4814.483887
	Iteration 121Q: 3 clusters Score -1780525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1780525.375000 Penalty: 4814.483887
	Iteration 122F: 3 clusters Score -1780525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Entering Unmasked Estep 
Score: -937167.812500 Penalty: 2248.484619
	Iteration 0F: 2 clusters Score -937167.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -930352.687500 Penalty: 4496.969238
	Iteration 0F: 3 clusters Score -930352.7 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -932381.125000 Penalty: 4496.969238
	Iteration 1F: 3 clusters Score -932381.1 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -932887.125000 Penalty: 4496.969238
	Iteration 2F: 3 clusters Score -932887.1 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -933392.687500 Penalty: 4496.969238
	Iteration 3F: 3 clusters Score -933392.7 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -933829.125000 Penalty: 4496.969238
	Iteration 4F: 3 clusters Score -933829.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -934175.812500 Penalty: 4496.969238
	Iteration 5F: 3 clusters Score -934175.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -934480.437500 Penalty: 4496.969238
	Iteration 6F: 3 clusters Score -934480.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -934723.125000 Penalty: 4496.969238
	Iteration 7Q: 3 clusters Score -934723.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -934906.875000 Penalty: 4496.969238
	Iteration 8Q: 3 clusters Score -934906.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -935065.312500 Penalty: 4496.969238
	Iteration 9Q: 3 clusters Score -935065.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -935240.687500 Penalty: 4496.969238
	Iteration 10Q: 3 clusters Score -935240.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -935373.500000 Penalty: 4496.969238
	Iteration 11Q: 3 clusters Score -935373.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -935508.875000 Penalty: 4496.969238
	Iteration 12Q: 3 clusters Score -935508.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -935694.437500 Penalty: 4496.969238
	Iteration 13Q: 3 clusters Score -935694.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -935910.562500 Penalty: 4496.969238
	Iteration 14Q: 3 clusters Score -935910.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -936117.000000 Penalty: 4496.969238
	Iteration 15Q: 3 clusters Score -936117 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -936236.187500 Penalty: 4496.969238
	Iteration 16Q: 3 clusters Score -936236.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -936312.750000 Penalty: 4496.969238
	Iteration 17Q: 3 clusters Score -936312.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -936364.062500 Penalty: 4496.969238
	Iteration 18Q: 3 clusters Score -936364.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -936396.250000 Penalty: 4496.969238
	Iteration 19Q: 3 clusters Score -936396.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -936412.625000 Penalty: 4496.969238
	Iteration 20F: 3 clusters Score -936412.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -936427.812500 Penalty: 4496.969238
	Iteration 21Q: 3 clusters Score -936427.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -936435.875000 Penalty: 4496.969238
	Iteration 22Q: 3 clusters Score -936435.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -936442.250000 Penalty: 4496.969238
	Iteration 23Q: 3 clusters Score -936442.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -936444.187500 Penalty: 4496.969238
	Iteration 24Q: 3 clusters Score -936444.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -936448.125000 Penalty: 4496.969238
	Iteration 25Q: 3 clusters Score -936448.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -936448.375000 Penalty: 4496.969238
	Iteration 26Q: 3 clusters Score -936448.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -936450.750000 Penalty: 4496.969238
	Iteration 27Q: 3 clusters Score -936450.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -936453.937500 Penalty: 4496.969238
	Iteration 28Q: 3 clusters Score -936453.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -936453.937500 Penalty: 4496.969238
	Iteration 29F: 3 clusters Score -936453.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Entering Unmasked Estep 
Score: -398452.906250 Penalty: 2034.894165
	Iteration 0F: 2 clusters Score -398452.9 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 1810 members 
Entering Unmasked Estep 
Score: -394717.468750 Penalty: 4069.788330
	Iteration 0F: 3 clusters Score -394717.5 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -395499.250000 Penalty: 4069.788330
	Iteration 1F: 3 clusters Score -395499.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -395696.156250 Penalty: 4069.788330
	Iteration 2F: 3 clusters Score -395696.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -395821.437500 Penalty: 4069.788330
	Iteration 3F: 3 clusters Score -395821.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -395894.218750 Penalty: 4069.788330
	Iteration 4Q: 3 clusters Score -395894.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -395951.500000 Penalty: 4069.788330
	Iteration 5Q: 3 clusters Score -395951.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -396014.437500 Penalty: 4069.788330
	Iteration 6Q: 3 clusters Score -396014.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -396075.125000 Penalty: 4069.788330
	Iteration 7Q: 3 clusters Score -396075.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -396141.437500 Penalty: 4069.788330
	Iteration 8Q: 3 clusters Score -396141.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -396203.343750 Penalty: 4069.788330
	Iteration 9Q: 3 clusters Score -396203.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -396262.843750 Penalty: 4069.788330
	Iteration 10Q: 3 clusters Score -396262.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -396335.812500 Penalty: 4069.788330
	Iteration 11Q: 3 clusters Score -396335.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -396449.281250 Penalty: 4069.788330
	Iteration 12Q: 3 clusters Score -396449.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -396609.718750 Penalty: 4069.788330
	Iteration 13Q: 3 clusters Score -396609.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -396912.312500 Penalty: 4069.788330
	Iteration 14Q: 3 clusters Score -396912.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -397648.875000 Penalty: 4069.788330
	Iteration 15F: 3 clusters Score -397648.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -398708.156250 Penalty: 4069.788330
	Iteration 16F: 3 clusters Score -398708.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -399304.375000 Penalty: 4069.788330
	Iteration 17F: 3 clusters Score -399304.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -399472.531250 Penalty: 4069.788330
	Iteration 18Q: 3 clusters Score -399472.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -399498.750000 Penalty: 4069.788330
	Iteration 19Q: 3 clusters Score -399498.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -399515.781250 Penalty: 4069.788330
	Iteration 20F: 3 clusters Score -399515.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -399522.968750 Penalty: 4069.788330
	Iteration 21Q: 3 clusters Score -399523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -399532.156250 Penalty: 4069.788330
	Iteration 22Q: 3 clusters Score -399532.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -399539.312500 Penalty: 4069.788330
	Iteration 23Q: 3 clusters Score -399539.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -399541.375000 Penalty: 4069.788330
	Iteration 24Q: 3 clusters Score -399541.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -399541.781250 Penalty: 4069.788330
	Iteration 25Q: 3 clusters Score -399541.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -399541.781250 Penalty: 4069.788330
	Iteration 26F: 3 clusters Score -399541.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 24039 members 
Mstep: Class 3 contains 8275 members 
Mstep: Class 4 contains 12403 members 
Mstep: Class 5 contains 7878 members 
Mstep: Class 6 contains 16426 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 1629 members 
Mstep: Class 9 contains 19161 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27605 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89393 members 
Mstep: Class 16 contains 14304 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35582 members 
Mstep: Class 19 contains 40014 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20391 members 
Mstep: Class 22 contains 3334 members 
Mstep: Class 23 contains 1769 members 
Mstep: Class 24 contains 19485 members 
Mstep: Class 25 contains 4503 members 
Mstep: Class 26 contains 4827 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 31934 members 
Mstep: Class 32 contains 7909 members 
Mstep: Class 33 contains 17973 members 
Mstep: Class 34 contains 30052 members 
Mstep: Class 35 contains 14101 members 
Mstep: Class 36 contains 18379 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9202 members 
Mstep: Class 40 contains 17146 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30382 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4633 members 
Mstep: Class 46 contains 423 members 
Mstep: Class 47 contains 9217 members 
Mstep: Class 48 contains 4833 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 294 members 
Mstep: Class 51 contains 2031 members 
Entering Unmasked Estep 
Score: -64769968.000000 Penalty: 169255.156250
Splitting cluster 8 changes total score from -64770188.000000 to -64769968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (19161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Entering Unmasked Estep 
Score: -1619613.875000 Penalty: 2445.436768
	Iteration 0F: 2 clusters Score -1619614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1606161.875000 Penalty: 4890.873535
	Iteration 0F: 3 clusters Score -1606162 nChanged 8287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1611144.375000 Penalty: 4890.873535
	Iteration 1F: 3 clusters Score -1611144 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1612209.750000 Penalty: 4890.873535
	Iteration 2F: 3 clusters Score -1612210 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1613564.250000 Penalty: 4890.873535
	Iteration 3F: 3 clusters Score -1613564 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1615158.750000 Penalty: 4890.873535
	Iteration 4F: 3 clusters Score -1615159 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1616409.500000 Penalty: 4890.873535
	Iteration 5F: 3 clusters Score -1616410 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1617129.375000 Penalty: 4890.873535
	Iteration 6F: 3 clusters Score -1617129 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1617482.875000 Penalty: 4890.873535
	Iteration 7Q: 3 clusters Score -1617483 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1617703.000000 Penalty: 4890.873535
	Iteration 8Q: 3 clusters Score -1617703 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1617850.250000 Penalty: 4890.873535
	Iteration 9Q: 3 clusters Score -1617850 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1617980.625000 Penalty: 4890.873535
	Iteration 10Q: 3 clusters Score -1617981 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1618083.625000 Penalty: 4890.873535
	Iteration 11Q: 3 clusters Score -1618084 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1618165.625000 Penalty: 4890.873535
	Iteration 12Q: 3 clusters Score -1618166 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1618219.750000 Penalty: 4890.873535
	Iteration 13Q: 3 clusters Score -1618220 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1618264.875000 Penalty: 4890.873535
	Iteration 14Q: 3 clusters Score -1618265 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1618294.375000 Penalty: 4890.873535
	Iteration 15Q: 3 clusters Score -1618294 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1618324.000000 Penalty: 4890.873535
	Iteration 16Q: 3 clusters Score -1618324 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1618352.000000 Penalty: 4890.873535
	Iteration 17Q: 3 clusters Score -1618352 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1618375.250000 Penalty: 4890.873535
	Iteration 18Q: 3 clusters Score -1618375 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1618391.875000 Penalty: 4890.873535
	Iteration 19Q: 3 clusters Score -1618392 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1618402.625000 Penalty: 4890.873535
	Iteration 20F: 3 clusters Score -1618403 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1618412.875000 Penalty: 4890.873535
	Iteration 21Q: 3 clusters Score -1618413 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1618422.250000 Penalty: 4890.873535
	Iteration 22Q: 3 clusters Score -1618422 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1618433.750000 Penalty: 4890.873535
	Iteration 23Q: 3 clusters Score -1618434 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1618443.125000 Penalty: 4890.873535
	Iteration 24Q: 3 clusters Score -1618443 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1618445.750000 Penalty: 4890.873535
	Iteration 25Q: 3 clusters Score -1618446 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1618452.500000 Penalty: 4890.873535
	Iteration 26Q: 3 clusters Score -1618452 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1618462.125000 Penalty: 4890.873535
	Iteration 27Q: 3 clusters Score -1618462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1618465.125000 Penalty: 4890.873535
	Iteration 28Q: 3 clusters Score -1618465 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1618468.250000 Penalty: 4890.873535
	Iteration 29Q: 3 clusters Score -1618468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1618475.625000 Penalty: 4890.873535
	Iteration 30Q: 3 clusters Score -1618476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1618480.625000 Penalty: 4890.873535
	Iteration 31Q: 3 clusters Score -1618481 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1618484.500000 Penalty: 4890.873535
	Iteration 32Q: 3 clusters Score -1618484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1618488.000000 Penalty: 4890.873535
	Iteration 33Q: 3 clusters Score -1618488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1618494.625000 Penalty: 4890.873535
	Iteration 34Q: 3 clusters Score -1618495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1618500.125000 Penalty: 4890.873535
	Iteration 35Q: 3 clusters Score -1618500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1618507.250000 Penalty: 4890.873535
	Iteration 36Q: 3 clusters Score -1618507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1618503.875000 Penalty: 4890.873535
	Iteration 37Q: 3 clusters Score -1618504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1618511.250000 Penalty: 4890.873535
	Iteration 38Q: 3 clusters Score -1618511 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1618511.500000 Penalty: 4890.873535
	Iteration 39Q: 3 clusters Score -1618512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1618518.875000 Penalty: 4890.873535
	Iteration 40F: 3 clusters Score -1618519 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1618521.375000 Penalty: 4890.873535
	Iteration 41Q: 3 clusters Score -1618521 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1618523.500000 Penalty: 4890.873535
	Iteration 42Q: 3 clusters Score -1618524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1618527.000000 Penalty: 4890.873535
	Iteration 43Q: 3 clusters Score -1618527 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1618534.500000 Penalty: 4890.873535
	Iteration 44Q: 3 clusters Score -1618534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1618533.500000 Penalty: 4890.873535
	Iteration 45Q: 3 clusters Score -1618534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1618540.375000 Penalty: 4890.873535
	Iteration 46Q: 3 clusters Score -1618540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1618537.000000 Penalty: 4890.873535
	Iteration 47Q: 3 clusters Score -1618537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1618546.875000 Penalty: 4890.873535
	Iteration 48Q: 3 clusters Score -1618547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1618550.875000 Penalty: 4890.873535
	Iteration 49Q: 3 clusters Score -1618551 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1618555.000000 Penalty: 4890.873535
	Iteration 50Q: 3 clusters Score -1618555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1618557.000000 Penalty: 4890.873535
	Iteration 51Q: 3 clusters Score -1618557 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1618564.000000 Penalty: 4890.873535
	Iteration 52Q: 3 clusters Score -1618564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1618572.000000 Penalty: 4890.873535
	Iteration 53Q: 3 clusters Score -1618572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1618576.125000 Penalty: 4890.873535
	Iteration 54Q: 3 clusters Score -1618576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1618576.500000 Penalty: 4890.873535
	Iteration 55Q: 3 clusters Score -1618576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1618579.625000 Penalty: 4890.873535
	Iteration 56Q: 3 clusters Score -1618580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1618578.875000 Penalty: 4890.873535
	Iteration 57Q: 3 clusters Score -1618579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1618582.250000 Penalty: 4890.873535
	Iteration 58Q: 3 clusters Score -1618582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1618581.375000 Penalty: 4890.873535
	Iteration 59Q: 3 clusters Score -1618581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1618584.750000 Penalty: 4890.873535
	Iteration 60F: 3 clusters Score -1618585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1618584.000000 Penalty: 4890.873535
	Iteration 61Q: 3 clusters Score -1618584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1618586.375000 Penalty: 4890.873535
	Iteration 62Q: 3 clusters Score -1618586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1618586.500000 Penalty: 4890.873535
	Iteration 63Q: 3 clusters Score -1618586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1618587.500000 Penalty: 4890.873535
	Iteration 64Q: 3 clusters Score -1618588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1618593.625000 Penalty: 4890.873535
	Iteration 65Q: 3 clusters Score -1618594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1618592.875000 Penalty: 4890.873535
	Iteration 66Q: 3 clusters Score -1618593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1618591.500000 Penalty: 4890.873535
	Iteration 67Q: 3 clusters Score -1618592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1618590.375000 Penalty: 4890.873535
	Iteration 68Q: 3 clusters Score -1618590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1618590.375000 Penalty: 4890.873535
	Iteration 69F: 3 clusters Score -1618590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Entering Unmasked Estep 
Score: -1606754.875000 Penalty: 2378.305176
	Iteration 0F: 2 clusters Score -1606755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1596035.000000 Penalty: 4756.610352
	Iteration 0F: 3 clusters Score -1596035 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1599495.875000 Penalty: 4756.610352
	Iteration 1F: 3 clusters Score -1599496 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1599954.875000 Penalty: 4756.610352
	Iteration 2F: 3 clusters Score -1599955 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1600383.625000 Penalty: 4756.610352
	Iteration 3F: 3 clusters Score -1600384 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1600847.375000 Penalty: 4756.610352
	Iteration 4F: 3 clusters Score -1600847 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1601412.625000 Penalty: 4756.610352
	Iteration 5F: 3 clusters Score -1601413 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1601975.250000 Penalty: 4756.610352
	Iteration 6F: 3 clusters Score -1601975 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1602468.750000 Penalty: 4756.610352
	Iteration 7F: 3 clusters Score -1602469 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1602934.625000 Penalty: 4756.610352
	Iteration 8Q: 3 clusters Score -1602935 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1603331.125000 Penalty: 4756.610352
	Iteration 9Q: 3 clusters Score -1603331 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1603648.875000 Penalty: 4756.610352
	Iteration 10Q: 3 clusters Score -1603649 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1603904.125000 Penalty: 4756.610352
	Iteration 11Q: 3 clusters Score -1603904 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1604123.875000 Penalty: 4756.610352
	Iteration 12Q: 3 clusters Score -1604124 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1604252.875000 Penalty: 4756.610352
	Iteration 13Q: 3 clusters Score -1604253 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1604342.375000 Penalty: 4756.610352
	Iteration 14Q: 3 clusters Score -1604342 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1604429.625000 Penalty: 4756.610352
	Iteration 15Q: 3 clusters Score -1604430 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1604475.500000 Penalty: 4756.610352
	Iteration 16Q: 3 clusters Score -1604476 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1604507.125000 Penalty: 4756.610352
	Iteration 17Q: 3 clusters Score -1604507 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1604536.875000 Penalty: 4756.610352
	Iteration 18Q: 3 clusters Score -1604537 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1604565.250000 Penalty: 4756.610352
	Iteration 19Q: 3 clusters Score -1604565 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1604584.875000 Penalty: 4756.610352
	Iteration 20F: 3 clusters Score -1604585 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1604603.750000 Penalty: 4756.610352
	Iteration 21Q: 3 clusters Score -1604604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1604616.000000 Penalty: 4756.610352
	Iteration 22Q: 3 clusters Score -1604616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1604628.625000 Penalty: 4756.610352
	Iteration 23Q: 3 clusters Score -1604629 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1604642.625000 Penalty: 4756.610352
	Iteration 24Q: 3 clusters Score -1604643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1604649.500000 Penalty: 4756.610352
	Iteration 25Q: 3 clusters Score -1604650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1604662.375000 Penalty: 4756.610352
	Iteration 26Q: 3 clusters Score -1604662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1604669.000000 Penalty: 4756.610352
	Iteration 27Q: 3 clusters Score -1604669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1604669.875000 Penalty: 4756.610352
	Iteration 28Q: 3 clusters Score -1604670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1604672.875000 Penalty: 4756.610352
	Iteration 29Q: 3 clusters Score -1604673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1604675.375000 Penalty: 4756.610352
	Iteration 30Q: 3 clusters Score -1604675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1604678.250000 Penalty: 4756.610352
	Iteration 31Q: 3 clusters Score -1604678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1604680.125000 Penalty: 4756.610352
	Iteration 32Q: 3 clusters Score -1604680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1604684.500000 Penalty: 4756.610352
	Iteration 33Q: 3 clusters Score -1604684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1604685.125000 Penalty: 4756.610352
	Iteration 34Q: 3 clusters Score -1604685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1604686.625000 Penalty: 4756.610352
	Iteration 35Q: 3 clusters Score -1604687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1604686.625000 Penalty: 4756.610352
	Iteration 36Q: 3 clusters Score -1604687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1604686.125000 Penalty: 4756.610352
	Iteration 37Q: 3 clusters Score -1604686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1604686.500000 Penalty: 4756.610352
	Iteration 38Q: 3 clusters Score -1604686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1604686.500000 Penalty: 4756.610352
	Iteration 39F: 3 clusters Score -1604686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -49405.199219 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -49405.2 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 278 members 
Entering Unmasked Estep 
Score: -47857.578125 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -47857.58 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -48156.148438 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -48156.15 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -48404.937500 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -48404.94 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -48855.656250 Penalty: 3150.039307
	Iteration 3F: 3 clusters Score -48855.66 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -49285.996094 Penalty: 3150.039307
	Iteration 4F: 3 clusters Score -49286 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -49901.199219 Penalty: 3150.039307
	Iteration 5F: 3 clusters Score -49901.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -50504.511719 Penalty: 3150.039307
	Iteration 6Q: 3 clusters Score -50504.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -50553.937500 Penalty: 3150.039307
	Iteration 7Q: 3 clusters Score -50553.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50587.617188 Penalty: 3150.039307
	Iteration 8Q: 3 clusters Score -50587.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -50622.062500 Penalty: 3150.039307
	Iteration 9Q: 3 clusters Score -50622.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -50675.648438 Penalty: 3150.039307
	Iteration 10Q: 3 clusters Score -50675.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50770.785156 Penalty: 3150.039307
	Iteration 11Q: 3 clusters Score -50770.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50814.332031 Penalty: 3150.039307
	Iteration 12Q: 3 clusters Score -50814.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50825.171875 Penalty: 3150.039307
	Iteration 13Q: 3 clusters Score -50825.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50825.171875 Penalty: 3150.039307
	Iteration 14F: 3 clusters Score -50825.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 24039 members 
Mstep: Class 3 contains 8275 members 
Mstep: Class 4 contains 12403 members 
Mstep: Class 5 contains 7878 members 
Mstep: Class 6 contains 16426 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19161 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27605 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89393 members 
Mstep: Class 16 contains 14304 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35582 members 
Mstep: Class 19 contains 40014 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20391 members 
Mstep: Class 22 contains 3334 members 
Mstep: Class 23 contains 1769 members 
Mstep: Class 24 contains 19485 members 
Mstep: Class 25 contains 4503 members 
Mstep: Class 26 contains 4827 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 31934 members 
Mstep: Class 32 contains 7909 members 
Mstep: Class 33 contains 17973 members 
Mstep: Class 34 contains 30052 members 
Mstep: Class 35 contains 14101 members 
Mstep: Class 36 contains 18379 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9202 members 
Mstep: Class 40 contains 17146 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30382 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4633 members 
Mstep: Class 46 contains 423 members 
Mstep: Class 47 contains 9217 members 
Mstep: Class 48 contains 4833 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 294 members 
Mstep: Class 51 contains 260 members 
Entering Unmasked Estep 
Score: -64769840.000000 Penalty: 169255.156250
Splitting cluster 11 changes total score from -64770188.000000 to -64769840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (2209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Entering Unmasked Estep 
Score: -245892.031250 Penalty: 1909.673096
	Iteration 0F: 2 clusters Score -245892 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 1073 members 
Entering Unmasked Estep 
Score: -243140.593750 Penalty: 3819.346191
	Iteration 0F: 3 clusters Score -243140.6 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -243625.953125 Penalty: 3819.346191
	Iteration 1F: 3 clusters Score -243626 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -243779.218750 Penalty: 3819.346191
	Iteration 2F: 3 clusters Score -243779.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -243853.078125 Penalty: 3819.346191
	Iteration 3Q: 3 clusters Score -243853.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -243894.781250 Penalty: 3819.346191
	Iteration 4Q: 3 clusters Score -243894.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -243920.406250 Penalty: 3819.346191
	Iteration 5Q: 3 clusters Score -243920.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -243936.328125 Penalty: 3819.346191
	Iteration 6Q: 3 clusters Score -243936.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -243945.968750 Penalty: 3819.346191
	Iteration 7Q: 3 clusters Score -243946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -243956.703125 Penalty: 3819.346191
	Iteration 8Q: 3 clusters Score -243956.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -243965.062500 Penalty: 3819.346191
	Iteration 9Q: 3 clusters Score -243965.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -243969.984375 Penalty: 3819.346191
	Iteration 10Q: 3 clusters Score -243970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -243972.859375 Penalty: 3819.346191
	Iteration 11Q: 3 clusters Score -243972.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -243974.906250 Penalty: 3819.346191
	Iteration 12Q: 3 clusters Score -243974.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -243976.453125 Penalty: 3819.346191
	Iteration 13Q: 3 clusters Score -243976.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -243976.453125 Penalty: 3819.346191
	Iteration 14F: 3 clusters Score -243976.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Entering Unmasked Estep 
Score: -3025334.000000 Penalty: 2535.986572
	Iteration 0F: 2 clusters Score -3025334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -3006284.500000 Penalty: 5071.973145
	Iteration 0F: 3 clusters Score -3006284 nChanged 12426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -3013069.000000 Penalty: 5071.973145
	Iteration 1F: 3 clusters Score -3013069 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -3013658.750000 Penalty: 5071.973145
	Iteration 2F: 3 clusters Score -3013659 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -3014341.250000 Penalty: 5071.973145
	Iteration 3F: 3 clusters Score -3014341 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -3015153.250000 Penalty: 5071.973145
	Iteration 4F: 3 clusters Score -3015153 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -3016130.000000 Penalty: 5071.973145
	Iteration 5F: 3 clusters Score -3016130 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -3017293.750000 Penalty: 5071.973145
	Iteration 6F: 3 clusters Score -3017294 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -3018594.500000 Penalty: 5071.973145
	Iteration 7F: 3 clusters Score -3018594 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -3019887.250000 Penalty: 5071.973145
	Iteration 8F: 3 clusters Score -3019887 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -3020965.000000 Penalty: 5071.973145
	Iteration 9Q: 3 clusters Score -3020965 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -3021766.000000 Penalty: 5071.973145
	Iteration 10Q: 3 clusters Score -3021766 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -3022361.750000 Penalty: 5071.973145
	Iteration 11Q: 3 clusters Score -3022362 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -3022703.750000 Penalty: 5071.973145
	Iteration 12Q: 3 clusters Score -3022704 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -3022883.250000 Penalty: 5071.973145
	Iteration 13Q: 3 clusters Score -3022883 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -3022994.250000 Penalty: 5071.973145
	Iteration 14Q: 3 clusters Score -3022994 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3023066.250000 Penalty: 5071.973145
	Iteration 15Q: 3 clusters Score -3023066 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3023103.500000 Penalty: 5071.973145
	Iteration 16Q: 3 clusters Score -3023104 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -3023136.750000 Penalty: 5071.973145
	Iteration 17Q: 3 clusters Score -3023137 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3023166.000000 Penalty: 5071.973145
	Iteration 18Q: 3 clusters Score -3023166 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3023175.250000 Penalty: 5071.973145
	Iteration 19Q: 3 clusters Score -3023175 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3023187.250000 Penalty: 5071.973145
	Iteration 20F: 3 clusters Score -3023187 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3023202.750000 Penalty: 5071.973145
	Iteration 21Q: 3 clusters Score -3023203 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3023216.250000 Penalty: 5071.973145
	Iteration 22Q: 3 clusters Score -3023216 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3023227.750000 Penalty: 5071.973145
	Iteration 23Q: 3 clusters Score -3023228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3023232.000000 Penalty: 5071.973145
	Iteration 24Q: 3 clusters Score -3023232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3023237.750000 Penalty: 5071.973145
	Iteration 25Q: 3 clusters Score -3023238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3023243.250000 Penalty: 5071.973145
	Iteration 26Q: 3 clusters Score -3023243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3023242.000000 Penalty: 5071.973145
	Iteration 27Q: 3 clusters Score -3023242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3023251.000000 Penalty: 5071.973145
	Iteration 28Q: 3 clusters Score -3023251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3023249.250000 Penalty: 5071.973145
	Iteration 29Q: 3 clusters Score -3023249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3023254.000000 Penalty: 5071.973145
	Iteration 30Q: 3 clusters Score -3023254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3023256.000000 Penalty: 5071.973145
	Iteration 31Q: 3 clusters Score -3023256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3023256.500000 Penalty: 5071.973145
	Iteration 32Q: 3 clusters Score -3023256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3023256.750000 Penalty: 5071.973145
	Iteration 33Q: 3 clusters Score -3023257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3023261.500000 Penalty: 5071.973145
	Iteration 34Q: 3 clusters Score -3023262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3023261.500000 Penalty: 5071.973145
	Iteration 35F: 3 clusters Score -3023262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Entering Unmasked Estep 
Score: -192633.328125 Penalty: 1994.669312
	Iteration 0F: 2 clusters Score -192633.3 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 1557 members 
Entering Unmasked Estep 
Score: -189330.484375 Penalty: 3989.338623
	Iteration 0F: 3 clusters Score -189330.5 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -190122.546875 Penalty: 3989.338623
	Iteration 1F: 3 clusters Score -190122.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -190377.953125 Penalty: 3989.338623
	Iteration 2F: 3 clusters Score -190378 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -190531.390625 Penalty: 3989.338623
	Iteration 3F: 3 clusters Score -190531.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -190682.375000 Penalty: 3989.338623
	Iteration 4Q: 3 clusters Score -190682.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -190837.968750 Penalty: 3989.338623
	Iteration 5Q: 3 clusters Score -190838 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -191033.062500 Penalty: 3989.338623
	Iteration 6F: 3 clusters Score -191033.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -191197.484375 Penalty: 3989.338623
	Iteration 7Q: 3 clusters Score -191197.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -191348.531250 Penalty: 3989.338623
	Iteration 8Q: 3 clusters Score -191348.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -191518.421875 Penalty: 3989.338623
	Iteration 9Q: 3 clusters Score -191518.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -191660.703125 Penalty: 3989.338623
	Iteration 10Q: 3 clusters Score -191660.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -191767.406250 Penalty: 3989.338623
	Iteration 11Q: 3 clusters Score -191767.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -191844.734375 Penalty: 3989.338623
	Iteration 12Q: 3 clusters Score -191844.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -191905.234375 Penalty: 3989.338623
	Iteration 13Q: 3 clusters Score -191905.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -191938.921875 Penalty: 3989.338623
	Iteration 14Q: 3 clusters Score -191938.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -191957.265625 Penalty: 3989.338623
	Iteration 15Q: 3 clusters Score -191957.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -191965.703125 Penalty: 3989.338623
	Iteration 16Q: 3 clusters Score -191965.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -191971.203125 Penalty: 3989.338623
	Iteration 17Q: 3 clusters Score -191971.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -191974.671875 Penalty: 3989.338623
	Iteration 18Q: 3 clusters Score -191974.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -191975.750000 Penalty: 3989.338623
	Iteration 19Q: 3 clusters Score -191975.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -191975.750000 Penalty: 3989.338623
	Iteration 20F: 3 clusters Score -191975.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (89393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89393 members 
Entering Unmasked Estep 
Score: -9753546.000000 Penalty: 2827.397949
	Iteration 0F: 2 clusters Score -9753546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 44904 members 
Entering Unmasked Estep 
Score: -9693462.000000 Penalty: 5654.795898
	Iteration 0F: 3 clusters Score -9693462 nChanged 42245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 48467 members 
Entering Unmasked Estep 
Score: -9717572.000000 Penalty: 5654.795898
	Iteration 1F: 3 clusters Score -9717572 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 50323 members 
Entering Unmasked Estep 
Score: -9718518.000000 Penalty: 5654.795898
	Iteration 2Q: 3 clusters Score -9718518 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 53115 members 
Entering Unmasked Estep 
Score: -9719892.000000 Penalty: 5654.795898
	Iteration 3Q: 3 clusters Score -9719892 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 57189 members 
Entering Unmasked Estep 
Score: -9722246.000000 Penalty: 5654.795898
	Iteration 4F: 3 clusters Score -9722246 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 62871 members 
Entering Unmasked Estep 
Score: -9726102.000000 Penalty: 5654.795898
	Iteration 5F: 3 clusters Score -9726102 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 69841 members 
Entering Unmasked Estep 
Score: -9732046.000000 Penalty: 5654.795898
	Iteration 6F: 3 clusters Score -9732046 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 77374 members 
Entering Unmasked Estep 
Score: -9739340.000000 Penalty: 5654.795898
	Iteration 7F: 3 clusters Score -9739340 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 83349 members 
Entering Unmasked Estep 
Score: -9745373.000000 Penalty: 5654.795898
	Iteration 8F: 3 clusters Score -9745373 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 86718 members 
Entering Unmasked Estep 
Score: -9748666.000000 Penalty: 5654.795898
	Iteration 9Q: 3 clusters Score -9748666 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 88160 members 
Entering Unmasked Estep 
Score: -9750056.000000 Penalty: 5654.795898
	Iteration 10Q: 3 clusters Score -9750056 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 88662 members 
Entering Unmasked Estep 
Score: -9750569.000000 Penalty: 5654.795898
	Iteration 11Q: 3 clusters Score -9750569 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 88847 members 
Entering Unmasked Estep 
Score: -9750792.000000 Penalty: 5654.795898
	Iteration 12Q: 3 clusters Score -9750792 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 88928 members 
Entering Unmasked Estep 
Score: -9750927.000000 Penalty: 5654.795898
	Iteration 13Q: 3 clusters Score -9750927 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 88974 members 
Entering Unmasked Estep 
Score: -9750981.000000 Penalty: 5654.795898
	Iteration 14Q: 3 clusters Score -9750981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 88982 members 
Entering Unmasked Estep 
Score: -9751008.000000 Penalty: 5654.795898
	Iteration 15Q: 3 clusters Score -9751008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 88988 members 
Entering Unmasked Estep 
Score: -9751015.000000 Penalty: 5654.795898
	Iteration 16Q: 3 clusters Score -9751015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 89001 members 
Entering Unmasked Estep 
Score: -9751041.000000 Penalty: 5654.795898
	Iteration 17Q: 3 clusters Score -9751041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 89011 members 
Entering Unmasked Estep 
Score: -9751052.000000 Penalty: 5654.795898
	Iteration 18Q: 3 clusters Score -9751052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 89022 members 
Entering Unmasked Estep 
Score: -9751080.000000 Penalty: 5654.795898
	Iteration 19Q: 3 clusters Score -9751080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 89033 members 
Entering Unmasked Estep 
Score: -9751102.000000 Penalty: 5654.795898
	Iteration 20F: 3 clusters Score -9751102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 89033 members 
Entering Unmasked Estep 
Score: -9751123.000000 Penalty: 5654.795898
	Iteration 21Q: 3 clusters Score -9751123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 89033 members 
Entering Unmasked Estep 
Score: -9751127.000000 Penalty: 5654.795898
	Iteration 22Q: 3 clusters Score -9751127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 89034 members 
Entering Unmasked Estep 
Score: -9751131.000000 Penalty: 5654.795898
	Iteration 23Q: 3 clusters Score -9751131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 89032 members 
Entering Unmasked Estep 
Score: -9751133.000000 Penalty: 5654.795898
	Iteration 24Q: 3 clusters Score -9751133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 89033 members 
Entering Unmasked Estep 
Score: -9751139.000000 Penalty: 5654.795898
	Iteration 25Q: 3 clusters Score -9751139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 89037 members 
Entering Unmasked Estep 
Score: -9751149.000000 Penalty: 5654.795898
	Iteration 26Q: 3 clusters Score -9751149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 89036 members 
Entering Unmasked Estep 
Score: -9751154.000000 Penalty: 5654.795898
	Iteration 27Q: 3 clusters Score -9751154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 89035 members 
Entering Unmasked Estep 
Score: -9751164.000000 Penalty: 5654.795898
	Iteration 28Q: 3 clusters Score -9751164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 89033 members 
Entering Unmasked Estep 
Score: -9751159.000000 Penalty: 5654.795898
	Iteration 29Q: 3 clusters Score -9751159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 89034 members 
Entering Unmasked Estep 
Score: -9751164.000000 Penalty: 5654.795898
	Iteration 30Q: 3 clusters Score -9751164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 89034 members 
Entering Unmasked Estep 
Score: -9751164.000000 Penalty: 5654.795898
	Iteration 31F: 3 clusters Score -9751164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Entering Unmasked Estep 
Score: -1573318.375000 Penalty: 2372.937012
	Iteration 0F: 2 clusters Score -1573318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1562939.625000 Penalty: 4745.874023
	Iteration 0F: 3 clusters Score -1562940 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1566194.750000 Penalty: 4745.874023
	Iteration 1F: 3 clusters Score -1566195 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1566565.875000 Penalty: 4745.874023
	Iteration 2F: 3 clusters Score -1566566 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1566888.375000 Penalty: 4745.874023
	Iteration 3F: 3 clusters Score -1566888 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1567209.625000 Penalty: 4745.874023
	Iteration 4Q: 3 clusters Score -1567210 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1567512.750000 Penalty: 4745.874023
	Iteration 5Q: 3 clusters Score -1567513 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1567853.000000 Penalty: 4745.874023
	Iteration 6Q: 3 clusters Score -1567853 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1568242.875000 Penalty: 4745.874023
	Iteration 7Q: 3 clusters Score -1568243 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1568675.500000 Penalty: 4745.874023
	Iteration 8F: 3 clusters Score -1568676 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1569099.375000 Penalty: 4745.874023
	Iteration 9Q: 3 clusters Score -1569099 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1569526.125000 Penalty: 4745.874023
	Iteration 10Q: 3 clusters Score -1569526 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1569918.500000 Penalty: 4745.874023
	Iteration 11Q: 3 clusters Score -1569918 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1570269.375000 Penalty: 4745.874023
	Iteration 12Q: 3 clusters Score -1570269 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1570530.750000 Penalty: 4745.874023
	Iteration 13Q: 3 clusters Score -1570531 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1570712.125000 Penalty: 4745.874023
	Iteration 14Q: 3 clusters Score -1570712 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1570860.875000 Penalty: 4745.874023
	Iteration 15Q: 3 clusters Score -1570861 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1570978.875000 Penalty: 4745.874023
	Iteration 16Q: 3 clusters Score -1570979 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1571064.875000 Penalty: 4745.874023
	Iteration 17Q: 3 clusters Score -1571065 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1571124.625000 Penalty: 4745.874023
	Iteration 18Q: 3 clusters Score -1571125 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1571166.750000 Penalty: 4745.874023
	Iteration 19Q: 3 clusters Score -1571167 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1571208.500000 Penalty: 4745.874023
	Iteration 20F: 3 clusters Score -1571208 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1571242.625000 Penalty: 4745.874023
	Iteration 21Q: 3 clusters Score -1571243 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1571272.000000 Penalty: 4745.874023
	Iteration 22Q: 3 clusters Score -1571272 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1571298.125000 Penalty: 4745.874023
	Iteration 23Q: 3 clusters Score -1571298 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1571321.000000 Penalty: 4745.874023
	Iteration 24Q: 3 clusters Score -1571321 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1571328.125000 Penalty: 4745.874023
	Iteration 25Q: 3 clusters Score -1571328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1571338.250000 Penalty: 4745.874023
	Iteration 26Q: 3 clusters Score -1571338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1571342.500000 Penalty: 4745.874023
	Iteration 27Q: 3 clusters Score -1571342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1571350.000000 Penalty: 4745.874023
	Iteration 28Q: 3 clusters Score -1571350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1571354.500000 Penalty: 4745.874023
	Iteration 29Q: 3 clusters Score -1571354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1571361.000000 Penalty: 4745.874023
	Iteration 30Q: 3 clusters Score -1571361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1571368.125000 Penalty: 4745.874023
	Iteration 31Q: 3 clusters Score -1571368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1571372.750000 Penalty: 4745.874023
	Iteration 32Q: 3 clusters Score -1571373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1571375.750000 Penalty: 4745.874023
	Iteration 33Q: 3 clusters Score -1571376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1571377.750000 Penalty: 4745.874023
	Iteration 34Q: 3 clusters Score -1571378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1571379.500000 Penalty: 4745.874023
	Iteration 35Q: 3 clusters Score -1571380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1571382.875000 Penalty: 4745.874023
	Iteration 36Q: 3 clusters Score -1571383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1571384.500000 Penalty: 4745.874023
	Iteration 37Q: 3 clusters Score -1571384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1571385.125000 Penalty: 4745.874023
	Iteration 38Q: 3 clusters Score -1571385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1571387.375000 Penalty: 4745.874023
	Iteration 39Q: 3 clusters Score -1571387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1571389.125000 Penalty: 4745.874023
	Iteration 40F: 3 clusters Score -1571389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1571391.500000 Penalty: 4745.874023
	Iteration 41Q: 3 clusters Score -1571392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1571390.875000 Penalty: 4745.874023
	Iteration 42Q: 3 clusters Score -1571391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1571394.750000 Penalty: 4745.874023
	Iteration 43Q: 3 clusters Score -1571395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1571399.625000 Penalty: 4745.874023
	Iteration 44Q: 3 clusters Score -1571400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1571396.625000 Penalty: 4745.874023
	Iteration 45Q: 3 clusters Score -1571397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1571395.750000 Penalty: 4745.874023
	Iteration 46Q: 3 clusters Score -1571396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1571400.875000 Penalty: 4745.874023
	Iteration 47Q: 3 clusters Score -1571401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1571403.625000 Penalty: 4745.874023
	Iteration 48Q: 3 clusters Score -1571404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1571404.875000 Penalty: 4745.874023
	Iteration 49Q: 3 clusters Score -1571405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1571409.500000 Penalty: 4745.874023
	Iteration 50Q: 3 clusters Score -1571410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1571408.250000 Penalty: 4745.874023
	Iteration 51Q: 3 clusters Score -1571408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1571411.875000 Penalty: 4745.874023
	Iteration 52Q: 3 clusters Score -1571412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1571409.875000 Penalty: 4745.874023
	Iteration 53Q: 3 clusters Score -1571410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1571411.250000 Penalty: 4745.874023
	Iteration 54Q: 3 clusters Score -1571411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1571413.750000 Penalty: 4745.874023
	Iteration 55Q: 3 clusters Score -1571414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1571414.250000 Penalty: 4745.874023
	Iteration 56Q: 3 clusters Score -1571414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1571415.875000 Penalty: 4745.874023
	Iteration 57Q: 3 clusters Score -1571416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1571419.500000 Penalty: 4745.874023
	Iteration 58Q: 3 clusters Score -1571420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1571419.750000 Penalty: 4745.874023
	Iteration 59Q: 3 clusters Score -1571420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1571423.000000 Penalty: 4745.874023
	Iteration 60F: 3 clusters Score -1571423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1571427.625000 Penalty: 4745.874023
	Iteration 61Q: 3 clusters Score -1571428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1571428.000000 Penalty: 4745.874023
	Iteration 62Q: 3 clusters Score -1571428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1571428.000000 Penalty: 4745.874023
	Iteration 63F: 3 clusters Score -1571428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Entering Unmasked Estep 
Score: -154185.187500 Penalty: 1813.678711
	Iteration 0F: 2 clusters Score -154185.2 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 757 members 
Entering Unmasked Estep 
Score: -151937.671875 Penalty: 3627.357422
	Iteration 0F: 3 clusters Score -151937.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -152321.093750 Penalty: 3627.357422
	Iteration 1F: 3 clusters Score -152321.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -152417.031250 Penalty: 3627.357422
	Iteration 2F: 3 clusters Score -152417 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -152456.234375 Penalty: 3627.357422
	Iteration 3Q: 3 clusters Score -152456.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -152490.062500 Penalty: 3627.357422
	Iteration 4Q: 3 clusters Score -152490.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -152507.718750 Penalty: 3627.357422
	Iteration 5Q: 3 clusters Score -152507.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -152528.687500 Penalty: 3627.357422
	Iteration 6Q: 3 clusters Score -152528.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -152546.781250 Penalty: 3627.357422
	Iteration 7Q: 3 clusters Score -152546.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -152565.343750 Penalty: 3627.357422
	Iteration 8Q: 3 clusters Score -152565.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -152582.531250 Penalty: 3627.357422
	Iteration 9Q: 3 clusters Score -152582.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -152591.593750 Penalty: 3627.357422
	Iteration 10Q: 3 clusters Score -152591.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -152599.312500 Penalty: 3627.357422
	Iteration 11Q: 3 clusters Score -152599.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -152605.828125 Penalty: 3627.357422
	Iteration 12Q: 3 clusters Score -152605.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -152609.625000 Penalty: 3627.357422
	Iteration 13Q: 3 clusters Score -152609.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -152617.750000 Penalty: 3627.357422
	Iteration 14Q: 3 clusters Score -152617.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -152627.593750 Penalty: 3627.357422
	Iteration 15Q: 3 clusters Score -152627.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -152631.109375 Penalty: 3627.357422
	Iteration 16Q: 3 clusters Score -152631.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -152634.609375 Penalty: 3627.357422
	Iteration 17Q: 3 clusters Score -152634.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -152640.375000 Penalty: 3627.357422
	Iteration 18Q: 3 clusters Score -152640.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -152643.203125 Penalty: 3627.357422
	Iteration 19Q: 3 clusters Score -152643.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -152647.453125 Penalty: 3627.357422
	Iteration 20F: 3 clusters Score -152647.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -152654.796875 Penalty: 3627.357422
	Iteration 21Q: 3 clusters Score -152654.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -152663.062500 Penalty: 3627.357422
	Iteration 22Q: 3 clusters Score -152663.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -152672.625000 Penalty: 3627.357422
	Iteration 23Q: 3 clusters Score -152672.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -152677.156250 Penalty: 3627.357422
	Iteration 24Q: 3 clusters Score -152677.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -152682.000000 Penalty: 3627.357422
	Iteration 25Q: 3 clusters Score -152682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -152685.343750 Penalty: 3627.357422
	Iteration 26Q: 3 clusters Score -152685.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -152685.546875 Penalty: 3627.357422
	Iteration 27Q: 3 clusters Score -152685.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -152687.625000 Penalty: 3627.357422
	Iteration 28Q: 3 clusters Score -152687.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -152689.890625 Penalty: 3627.357422
	Iteration 29Q: 3 clusters Score -152689.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -152693.765625 Penalty: 3627.357422
	Iteration 30Q: 3 clusters Score -152693.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -152695.953125 Penalty: 3627.357422
	Iteration 31Q: 3 clusters Score -152696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -152697.562500 Penalty: 3627.357422
	Iteration 32Q: 3 clusters Score -152697.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -152699.093750 Penalty: 3627.357422
	Iteration 33Q: 3 clusters Score -152699.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -152703.390625 Penalty: 3627.357422
	Iteration 34Q: 3 clusters Score -152703.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -152711.140625 Penalty: 3627.357422
	Iteration 35Q: 3 clusters Score -152711.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -152724.640625 Penalty: 3627.357422
	Iteration 36Q: 3 clusters Score -152724.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -152738.093750 Penalty: 3627.357422
	Iteration 37Q: 3 clusters Score -152738.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -152769.468750 Penalty: 3627.357422
	Iteration 38Q: 3 clusters Score -152769.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -152795.140625 Penalty: 3627.357422
	Iteration 39Q: 3 clusters Score -152795.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -152824.515625 Penalty: 3627.357422
	Iteration 40F: 3 clusters Score -152824.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -152847.390625 Penalty: 3627.357422
	Iteration 41Q: 3 clusters Score -152847.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -152868.593750 Penalty: 3627.357422
	Iteration 42Q: 3 clusters Score -152868.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -152890.203125 Penalty: 3627.357422
	Iteration 43Q: 3 clusters Score -152890.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -152905.343750 Penalty: 3627.357422
	Iteration 44Q: 3 clusters Score -152905.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -152921.078125 Penalty: 3627.357422
	Iteration 45Q: 3 clusters Score -152921.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -152937.812500 Penalty: 3627.357422
	Iteration 46Q: 3 clusters Score -152937.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -152947.484375 Penalty: 3627.357422
	Iteration 47Q: 3 clusters Score -152947.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -152953.656250 Penalty: 3627.357422
	Iteration 48Q: 3 clusters Score -152953.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -152958.046875 Penalty: 3627.357422
	Iteration 49Q: 3 clusters Score -152958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -152964.093750 Penalty: 3627.357422
	Iteration 50Q: 3 clusters Score -152964.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -152965.890625 Penalty: 3627.357422
	Iteration 51Q: 3 clusters Score -152965.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -152966.281250 Penalty: 3627.357422
	Iteration 52Q: 3 clusters Score -152966.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -152966.281250 Penalty: 3627.357422
	Iteration 53F: 3 clusters Score -152966.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (35582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Entering Unmasked Estep 
Score: -3519788.750000 Penalty: 2598.939697
	Iteration 0F: 2 clusters Score -3519789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -3495632.000000 Penalty: 5197.879395
	Iteration 0F: 3 clusters Score -3495632 nChanged 16112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -3504678.750000 Penalty: 5197.879395
	Iteration 1F: 3 clusters Score -3504679 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -3505555.250000 Penalty: 5197.879395
	Iteration 2F: 3 clusters Score -3505555 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -3506612.500000 Penalty: 5197.879395
	Iteration 3F: 3 clusters Score -3506612 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -3507795.750000 Penalty: 5197.879395
	Iteration 4F: 3 clusters Score -3507796 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -3508965.000000 Penalty: 5197.879395
	Iteration 5F: 3 clusters Score -3508965 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -3510208.250000 Penalty: 5197.879395
	Iteration 6F: 3 clusters Score -3510208 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -3511418.750000 Penalty: 5197.879395
	Iteration 7F: 3 clusters Score -3511419 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -3512466.250000 Penalty: 5197.879395
	Iteration 8F: 3 clusters Score -3512466 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -3513393.750000 Penalty: 5197.879395
	Iteration 9Q: 3 clusters Score -3513394 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -3514191.750000 Penalty: 5197.879395
	Iteration 10Q: 3 clusters Score -3514192 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -3514945.250000 Penalty: 5197.879395
	Iteration 11Q: 3 clusters Score -3514945 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -3515524.250000 Penalty: 5197.879395
	Iteration 12Q: 3 clusters Score -3515524 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -3515985.500000 Penalty: 5197.879395
	Iteration 13Q: 3 clusters Score -3515986 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -3516340.750000 Penalty: 5197.879395
	Iteration 14Q: 3 clusters Score -3516341 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -3516605.750000 Penalty: 5197.879395
	Iteration 15Q: 3 clusters Score -3516606 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -3516826.000000 Penalty: 5197.879395
	Iteration 16Q: 3 clusters Score -3516826 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -3517005.000000 Penalty: 5197.879395
	Iteration 17Q: 3 clusters Score -3517005 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -3517174.500000 Penalty: 5197.879395
	Iteration 18Q: 3 clusters Score -3517174 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -3517313.500000 Penalty: 5197.879395
	Iteration 19Q: 3 clusters Score -3517314 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -3517458.500000 Penalty: 5197.879395
	Iteration 20F: 3 clusters Score -3517458 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -3517615.500000 Penalty: 5197.879395
	Iteration 21Q: 3 clusters Score -3517616 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -3517748.500000 Penalty: 5197.879395
	Iteration 22Q: 3 clusters Score -3517748 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -3517885.000000 Penalty: 5197.879395
	Iteration 23Q: 3 clusters Score -3517885 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -3517979.750000 Penalty: 5197.879395
	Iteration 24Q: 3 clusters Score -3517980 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -3518072.000000 Penalty: 5197.879395
	Iteration 25Q: 3 clusters Score -3518072 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -3518120.250000 Penalty: 5197.879395
	Iteration 26Q: 3 clusters Score -3518120 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -3518166.000000 Penalty: 5197.879395
	Iteration 27Q: 3 clusters Score -3518166 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -3518206.750000 Penalty: 5197.879395
	Iteration 28Q: 3 clusters Score -3518207 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -3518252.250000 Penalty: 5197.879395
	Iteration 29Q: 3 clusters Score -3518252 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -3518292.000000 Penalty: 5197.879395
	Iteration 30Q: 3 clusters Score -3518292 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -3518336.250000 Penalty: 5197.879395
	Iteration 31Q: 3 clusters Score -3518336 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -3518376.750000 Penalty: 5197.879395
	Iteration 32Q: 3 clusters Score -3518377 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -3518406.750000 Penalty: 5197.879395
	Iteration 33Q: 3 clusters Score -3518407 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -3518423.000000 Penalty: 5197.879395
	Iteration 34Q: 3 clusters Score -3518423 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3518449.750000 Penalty: 5197.879395
	Iteration 35Q: 3 clusters Score -3518450 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -3518476.500000 Penalty: 5197.879395
	Iteration 36Q: 3 clusters Score -3518476 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -3518488.000000 Penalty: 5197.879395
	Iteration 37Q: 3 clusters Score -3518488 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3518499.250000 Penalty: 5197.879395
	Iteration 38Q: 3 clusters Score -3518499 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3518504.750000 Penalty: 5197.879395
	Iteration 39Q: 3 clusters Score -3518505 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -3518515.750000 Penalty: 5197.879395
	Iteration 40F: 3 clusters Score -3518516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3518523.750000 Penalty: 5197.879395
	Iteration 41Q: 3 clusters Score -3518524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3518530.750000 Penalty: 5197.879395
	Iteration 42Q: 3 clusters Score -3518531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3518528.000000 Penalty: 5197.879395
	Iteration 43Q: 3 clusters Score -3518528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3518531.250000 Penalty: 5197.879395
	Iteration 44Q: 3 clusters Score -3518531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -3518538.500000 Penalty: 5197.879395
	Iteration 45Q: 3 clusters Score -3518538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -3518548.250000 Penalty: 5197.879395
	Iteration 46Q: 3 clusters Score -3518548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -3518554.500000 Penalty: 5197.879395
	Iteration 47Q: 3 clusters Score -3518554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -3518550.250000 Penalty: 5197.879395
	Iteration 48Q: 3 clusters Score -3518550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3518561.500000 Penalty: 5197.879395
	Iteration 49Q: 3 clusters Score -3518562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -3518561.250000 Penalty: 5197.879395
	Iteration 50Q: 3 clusters Score -3518561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3518562.000000 Penalty: 5197.879395
	Iteration 51Q: 3 clusters Score -3518562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -3518565.750000 Penalty: 5197.879395
	Iteration 52Q: 3 clusters Score -3518566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -3518564.750000 Penalty: 5197.879395
	Iteration 53Q: 3 clusters Score -3518565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -3518566.500000 Penalty: 5197.879395
	Iteration 54Q: 3 clusters Score -3518566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3518566.750000 Penalty: 5197.879395
	Iteration 55Q: 3 clusters Score -3518567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3518570.500000 Penalty: 5197.879395
	Iteration 56Q: 3 clusters Score -3518570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -3518574.250000 Penalty: 5197.879395
	Iteration 57Q: 3 clusters Score -3518574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3518574.250000 Penalty: 5197.879395
	Iteration 58Q: 3 clusters Score -3518574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -3518578.750000 Penalty: 5197.879395
	Iteration 59Q: 3 clusters Score -3518579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -3518578.750000 Penalty: 5197.879395
	Iteration 60F: 3 clusters Score -3518579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Entering Unmasked Estep 
Score: -3941655.000000 Penalty: 2628.052246
	Iteration 0F: 2 clusters Score -3941655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -3914573.000000 Penalty: 5256.104492
	Iteration 0F: 3 clusters Score -3914573 nChanged 18313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -3924816.500000 Penalty: 5256.104492
	Iteration 1F: 3 clusters Score -3924816 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -3925713.750000 Penalty: 5256.104492
	Iteration 2F: 3 clusters Score -3925714 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -3926854.750000 Penalty: 5256.104492
	Iteration 3F: 3 clusters Score -3926855 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -3928355.500000 Penalty: 5256.104492
	Iteration 4F: 3 clusters Score -3928356 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -3929990.000000 Penalty: 5256.104492
	Iteration 5F: 3 clusters Score -3929990 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -3931503.000000 Penalty: 5256.104492
	Iteration 6F: 3 clusters Score -3931503 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -3932860.000000 Penalty: 5256.104492
	Iteration 7F: 3 clusters Score -3932860 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -3933965.750000 Penalty: 5256.104492
	Iteration 8F: 3 clusters Score -3933966 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -3934808.500000 Penalty: 5256.104492
	Iteration 9Q: 3 clusters Score -3934808 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -3935482.250000 Penalty: 5256.104492
	Iteration 10Q: 3 clusters Score -3935482 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -3936044.500000 Penalty: 5256.104492
	Iteration 11Q: 3 clusters Score -3936044 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -3936564.500000 Penalty: 5256.104492
	Iteration 12Q: 3 clusters Score -3936564 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -3936999.750000 Penalty: 5256.104492
	Iteration 13Q: 3 clusters Score -3937000 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -3937393.250000 Penalty: 5256.104492
	Iteration 14Q: 3 clusters Score -3937393 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -3937731.500000 Penalty: 5256.104492
	Iteration 15Q: 3 clusters Score -3937732 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -3938075.000000 Penalty: 5256.104492
	Iteration 16Q: 3 clusters Score -3938075 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -3938298.000000 Penalty: 5256.104492
	Iteration 17Q: 3 clusters Score -3938298 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -3938487.000000 Penalty: 5256.104492
	Iteration 18Q: 3 clusters Score -3938487 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -3938605.500000 Penalty: 5256.104492
	Iteration 19Q: 3 clusters Score -3938606 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -3938723.500000 Penalty: 5256.104492
	Iteration 20F: 3 clusters Score -3938724 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -3938838.250000 Penalty: 5256.104492
	Iteration 21Q: 3 clusters Score -3938838 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -3938935.000000 Penalty: 5256.104492
	Iteration 22Q: 3 clusters Score -3938935 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -3939000.500000 Penalty: 5256.104492
	Iteration 23Q: 3 clusters Score -3939000 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -3939075.500000 Penalty: 5256.104492
	Iteration 24Q: 3 clusters Score -3939076 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -3939144.000000 Penalty: 5256.104492
	Iteration 25Q: 3 clusters Score -3939144 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -3939218.250000 Penalty: 5256.104492
	Iteration 26Q: 3 clusters Score -3939218 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 37452 members 
Entering Unmasked Estep 
Score: -3939283.500000 Penalty: 5256.104492
	Iteration 27Q: 3 clusters Score -3939284 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -3939331.250000 Penalty: 5256.104492
	Iteration 28Q: 3 clusters Score -3939331 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -3939388.250000 Penalty: 5256.104492
	Iteration 29Q: 3 clusters Score -3939388 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -3939439.750000 Penalty: 5256.104492
	Iteration 30Q: 3 clusters Score -3939440 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -3939464.000000 Penalty: 5256.104492
	Iteration 31Q: 3 clusters Score -3939464 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -3939503.500000 Penalty: 5256.104492
	Iteration 32Q: 3 clusters Score -3939504 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -3939532.000000 Penalty: 5256.104492
	Iteration 33Q: 3 clusters Score -3939532 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -3939545.750000 Penalty: 5256.104492
	Iteration 34Q: 3 clusters Score -3939546 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -3939567.750000 Penalty: 5256.104492
	Iteration 35Q: 3 clusters Score -3939568 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -3939601.750000 Penalty: 5256.104492
	Iteration 36Q: 3 clusters Score -3939602 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -3939623.250000 Penalty: 5256.104492
	Iteration 37Q: 3 clusters Score -3939623 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -3939649.750000 Penalty: 5256.104492
	Iteration 38Q: 3 clusters Score -3939650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -3939670.750000 Penalty: 5256.104492
	Iteration 39Q: 3 clusters Score -3939671 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -3939675.750000 Penalty: 5256.104492
	Iteration 40F: 3 clusters Score -3939676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -3939687.750000 Penalty: 5256.104492
	Iteration 41Q: 3 clusters Score -3939688 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -3939702.250000 Penalty: 5256.104492
	Iteration 42Q: 3 clusters Score -3939702 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -3939707.500000 Penalty: 5256.104492
	Iteration 43Q: 3 clusters Score -3939708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -3939717.500000 Penalty: 5256.104492
	Iteration 44Q: 3 clusters Score -3939718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -3939728.500000 Penalty: 5256.104492
	Iteration 45Q: 3 clusters Score -3939728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -3939739.500000 Penalty: 5256.104492
	Iteration 46Q: 3 clusters Score -3939740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -3939737.250000 Penalty: 5256.104492
	Iteration 47Q: 3 clusters Score -3939737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -3939738.000000 Penalty: 5256.104492
	Iteration 48Q: 3 clusters Score -3939738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -3939739.750000 Penalty: 5256.104492
	Iteration 49Q: 3 clusters Score -3939740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -3939743.750000 Penalty: 5256.104492
	Iteration 50Q: 3 clusters Score -3939744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -3939745.250000 Penalty: 5256.104492
	Iteration 51Q: 3 clusters Score -3939745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -3939744.500000 Penalty: 5256.104492
	Iteration 52Q: 3 clusters Score -3939744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -3939743.000000 Penalty: 5256.104492
	Iteration 53Q: 3 clusters Score -3939743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -3939746.750000 Penalty: 5256.104492
	Iteration 54Q: 3 clusters Score -3939747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -3939744.000000 Penalty: 5256.104492
	Iteration 55Q: 3 clusters Score -3939744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -3939744.500000 Penalty: 5256.104492
	Iteration 56Q: 3 clusters Score -3939744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -3939743.000000 Penalty: 5256.104492
	Iteration 57Q: 3 clusters Score -3939743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -3939742.000000 Penalty: 5256.104492
	Iteration 58Q: 3 clusters Score -3939742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -3939747.000000 Penalty: 5256.104492
	Iteration 59Q: 3 clusters Score -3939747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -3939751.500000 Penalty: 5256.104492
	Iteration 60F: 3 clusters Score -3939752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -3939750.000000 Penalty: 5256.104492
	Iteration 61Q: 3 clusters Score -3939750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -3939746.000000 Penalty: 5256.104492
	Iteration 62Q: 3 clusters Score -3939746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -3939747.000000 Penalty: 5256.104492
	Iteration 63Q: 3 clusters Score -3939747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -3939747.000000 Penalty: 5256.104492
	Iteration 64F: 3 clusters Score -3939747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Entering Unmasked Estep 
Score: -1052169.875000 Penalty: 2280.114014
	Iteration 0F: 2 clusters Score -1052170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1044572.000000 Penalty: 4560.228027
	Iteration 0F: 3 clusters Score -1044572 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1046750.875000 Penalty: 4560.228027
	Iteration 1F: 3 clusters Score -1046751 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1047063.750000 Penalty: 4560.228027
	Iteration 2F: 3 clusters Score -1047064 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1047303.500000 Penalty: 4560.228027
	Iteration 3Q: 3 clusters Score -1047304 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1047567.750000 Penalty: 4560.228027
	Iteration 4Q: 3 clusters Score -1047568 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1047829.062500 Penalty: 4560.228027
	Iteration 5Q: 3 clusters Score -1047829 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1048066.500000 Penalty: 4560.228027
	Iteration 6Q: 3 clusters Score -1048066 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1048250.937500 Penalty: 4560.228027
	Iteration 7Q: 3 clusters Score -1048251 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1048422.750000 Penalty: 4560.228027
	Iteration 8Q: 3 clusters Score -1048423 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1048568.625000 Penalty: 4560.228027
	Iteration 9Q: 3 clusters Score -1048569 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1048719.125000 Penalty: 4560.228027
	Iteration 10Q: 3 clusters Score -1048719 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1048861.375000 Penalty: 4560.228027
	Iteration 11Q: 3 clusters Score -1048861 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1048997.750000 Penalty: 4560.228027
	Iteration 12Q: 3 clusters Score -1048998 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1049139.250000 Penalty: 4560.228027
	Iteration 13Q: 3 clusters Score -1049139 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1049251.625000 Penalty: 4560.228027
	Iteration 14Q: 3 clusters Score -1049252 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1049353.750000 Penalty: 4560.228027
	Iteration 15Q: 3 clusters Score -1049354 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1049444.875000 Penalty: 4560.228027
	Iteration 16Q: 3 clusters Score -1049445 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1049544.875000 Penalty: 4560.228027
	Iteration 17Q: 3 clusters Score -1049545 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1049644.375000 Penalty: 4560.228027
	Iteration 18Q: 3 clusters Score -1049644 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1049732.250000 Penalty: 4560.228027
	Iteration 19Q: 3 clusters Score -1049732 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1049818.625000 Penalty: 4560.228027
	Iteration 20F: 3 clusters Score -1049819 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1049924.250000 Penalty: 4560.228027
	Iteration 21Q: 3 clusters Score -1049924 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1050040.125000 Penalty: 4560.228027
	Iteration 22Q: 3 clusters Score -1050040 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1050160.750000 Penalty: 4560.228027
	Iteration 23Q: 3 clusters Score -1050161 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1050256.750000 Penalty: 4560.228027
	Iteration 24Q: 3 clusters Score -1050257 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1050337.375000 Penalty: 4560.228027
	Iteration 25Q: 3 clusters Score -1050337 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1050414.750000 Penalty: 4560.228027
	Iteration 26Q: 3 clusters Score -1050415 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1050478.250000 Penalty: 4560.228027
	Iteration 27Q: 3 clusters Score -1050478 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1050523.875000 Penalty: 4560.228027
	Iteration 28Q: 3 clusters Score -1050524 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1050567.750000 Penalty: 4560.228027
	Iteration 29Q: 3 clusters Score -1050568 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1050604.750000 Penalty: 4560.228027
	Iteration 30Q: 3 clusters Score -1050605 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1050635.875000 Penalty: 4560.228027
	Iteration 31Q: 3 clusters Score -1050636 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1050661.625000 Penalty: 4560.228027
	Iteration 32Q: 3 clusters Score -1050662 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1050691.125000 Penalty: 4560.228027
	Iteration 33Q: 3 clusters Score -1050691 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1050714.125000 Penalty: 4560.228027
	Iteration 34Q: 3 clusters Score -1050714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1050728.500000 Penalty: 4560.228027
	Iteration 35Q: 3 clusters Score -1050728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1050734.625000 Penalty: 4560.228027
	Iteration 36Q: 3 clusters Score -1050735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1050741.375000 Penalty: 4560.228027
	Iteration 37Q: 3 clusters Score -1050741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1050744.750000 Penalty: 4560.228027
	Iteration 38Q: 3 clusters Score -1050745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1050748.750000 Penalty: 4560.228027
	Iteration 39Q: 3 clusters Score -1050749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1050755.250000 Penalty: 4560.228027
	Iteration 40F: 3 clusters Score -1050755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1050758.500000 Penalty: 4560.228027
	Iteration 41Q: 3 clusters Score -1050758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1050762.500000 Penalty: 4560.228027
	Iteration 42Q: 3 clusters Score -1050762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1050762.000000 Penalty: 4560.228027
	Iteration 43Q: 3 clusters Score -1050762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1050764.500000 Penalty: 4560.228027
	Iteration 44Q: 3 clusters Score -1050764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1050766.500000 Penalty: 4560.228027
	Iteration 45Q: 3 clusters Score -1050766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1050765.750000 Penalty: 4560.228027
	Iteration 46Q: 3 clusters Score -1050766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1050765.750000 Penalty: 4560.228027
	Iteration 47F: 3 clusters Score -1050766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Entering Unmasked Estep 
Score: -1960499.750000 Penalty: 2460.866455
	Iteration 0F: 2 clusters Score -1960500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1946169.375000 Penalty: 4921.732910
	Iteration 0F: 3 clusters Score -1946169 nChanged 8956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1951057.000000 Penalty: 4921.732910
	Iteration 1F: 3 clusters Score -1951057 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1951716.250000 Penalty: 4921.732910
	Iteration 2F: 3 clusters Score -1951716 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1952394.125000 Penalty: 4921.732910
	Iteration 3F: 3 clusters Score -1952394 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1953116.875000 Penalty: 4921.732910
	Iteration 4F: 3 clusters Score -1953117 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1953950.625000 Penalty: 4921.732910
	Iteration 5F: 3 clusters Score -1953951 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1954770.125000 Penalty: 4921.732910
	Iteration 6F: 3 clusters Score -1954770 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1955520.375000 Penalty: 4921.732910
	Iteration 7F: 3 clusters Score -1955520 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1956213.750000 Penalty: 4921.732910
	Iteration 8Q: 3 clusters Score -1956214 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1956781.000000 Penalty: 4921.732910
	Iteration 9Q: 3 clusters Score -1956781 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1957152.500000 Penalty: 4921.732910
	Iteration 10Q: 3 clusters Score -1957152 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1957437.125000 Penalty: 4921.732910
	Iteration 11Q: 3 clusters Score -1957437 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1957624.875000 Penalty: 4921.732910
	Iteration 12Q: 3 clusters Score -1957625 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1957733.500000 Penalty: 4921.732910
	Iteration 13Q: 3 clusters Score -1957734 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1957806.875000 Penalty: 4921.732910
	Iteration 14Q: 3 clusters Score -1957807 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1957859.750000 Penalty: 4921.732910
	Iteration 15Q: 3 clusters Score -1957860 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1957890.125000 Penalty: 4921.732910
	Iteration 16Q: 3 clusters Score -1957890 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -1957910.625000 Penalty: 4921.732910
	Iteration 17Q: 3 clusters Score -1957911 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1957941.625000 Penalty: 4921.732910
	Iteration 18Q: 3 clusters Score -1957942 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1957975.250000 Penalty: 4921.732910
	Iteration 19Q: 3 clusters Score -1957975 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1957998.750000 Penalty: 4921.732910
	Iteration 20F: 3 clusters Score -1957999 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -1958021.000000 Penalty: 4921.732910
	Iteration 21Q: 3 clusters Score -1958021 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -1958042.250000 Penalty: 4921.732910
	Iteration 22Q: 3 clusters Score -1958042 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -1958063.750000 Penalty: 4921.732910
	Iteration 23Q: 3 clusters Score -1958064 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -1958083.000000 Penalty: 4921.732910
	Iteration 24Q: 3 clusters Score -1958083 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -1958094.250000 Penalty: 4921.732910
	Iteration 25Q: 3 clusters Score -1958094 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -1958114.250000 Penalty: 4921.732910
	Iteration 26Q: 3 clusters Score -1958114 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -1958124.625000 Penalty: 4921.732910
	Iteration 27Q: 3 clusters Score -1958125 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1958133.625000 Penalty: 4921.732910
	Iteration 28Q: 3 clusters Score -1958134 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -1958139.000000 Penalty: 4921.732910
	Iteration 29Q: 3 clusters Score -1958139 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -1958153.375000 Penalty: 4921.732910
	Iteration 30Q: 3 clusters Score -1958153 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1958165.250000 Penalty: 4921.732910
	Iteration 31Q: 3 clusters Score -1958165 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -1958183.625000 Penalty: 4921.732910
	Iteration 32Q: 3 clusters Score -1958184 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -1958199.625000 Penalty: 4921.732910
	Iteration 33Q: 3 clusters Score -1958200 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -1958220.625000 Penalty: 4921.732910
	Iteration 34Q: 3 clusters Score -1958221 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -1958232.375000 Penalty: 4921.732910
	Iteration 35Q: 3 clusters Score -1958232 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -1958246.250000 Penalty: 4921.732910
	Iteration 36Q: 3 clusters Score -1958246 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -1958257.500000 Penalty: 4921.732910
	Iteration 37Q: 3 clusters Score -1958258 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -1958263.750000 Penalty: 4921.732910
	Iteration 38Q: 3 clusters Score -1958264 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -1958267.750000 Penalty: 4921.732910
	Iteration 39Q: 3 clusters Score -1958268 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -1958280.875000 Penalty: 4921.732910
	Iteration 40F: 3 clusters Score -1958281 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -1958290.250000 Penalty: 4921.732910
	Iteration 41Q: 3 clusters Score -1958290 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -1958302.500000 Penalty: 4921.732910
	Iteration 42Q: 3 clusters Score -1958302 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -1958314.000000 Penalty: 4921.732910
	Iteration 43Q: 3 clusters Score -1958314 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -1958327.625000 Penalty: 4921.732910
	Iteration 44Q: 3 clusters Score -1958328 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -1958331.500000 Penalty: 4921.732910
	Iteration 45Q: 3 clusters Score -1958332 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -1958350.750000 Penalty: 4921.732910
	Iteration 46Q: 3 clusters Score -1958351 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -1958361.000000 Penalty: 4921.732910
	Iteration 47Q: 3 clusters Score -1958361 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -1958375.250000 Penalty: 4921.732910
	Iteration 48Q: 3 clusters Score -1958375 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -1958399.000000 Penalty: 4921.732910
	Iteration 49Q: 3 clusters Score -1958399 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -1958412.875000 Penalty: 4921.732910
	Iteration 50Q: 3 clusters Score -1958413 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -1958420.125000 Penalty: 4921.732910
	Iteration 51Q: 3 clusters Score -1958420 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -1958432.500000 Penalty: 4921.732910
	Iteration 52Q: 3 clusters Score -1958432 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -1958439.375000 Penalty: 4921.732910
	Iteration 53Q: 3 clusters Score -1958439 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -1958448.625000 Penalty: 4921.732910
	Iteration 54Q: 3 clusters Score -1958449 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -1958459.750000 Penalty: 4921.732910
	Iteration 55Q: 3 clusters Score -1958460 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -1958463.750000 Penalty: 4921.732910
	Iteration 56Q: 3 clusters Score -1958464 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -1958474.625000 Penalty: 4921.732910
	Iteration 57Q: 3 clusters Score -1958475 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -1958477.375000 Penalty: 4921.732910
	Iteration 58Q: 3 clusters Score -1958477 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -1958482.375000 Penalty: 4921.732910
	Iteration 59Q: 3 clusters Score -1958482 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -1958490.125000 Penalty: 4921.732910
	Iteration 60F: 3 clusters Score -1958490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -1958493.000000 Penalty: 4921.732910
	Iteration 61Q: 3 clusters Score -1958493 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -1958495.375000 Penalty: 4921.732910
	Iteration 62Q: 3 clusters Score -1958495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -1958499.625000 Penalty: 4921.732910
	Iteration 63Q: 3 clusters Score -1958500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -1958509.250000 Penalty: 4921.732910
	Iteration 64Q: 3 clusters Score -1958509 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -1958514.875000 Penalty: 4921.732910
	Iteration 65Q: 3 clusters Score -1958515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -1958516.875000 Penalty: 4921.732910
	Iteration 66Q: 3 clusters Score -1958517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -1958519.500000 Penalty: 4921.732910
	Iteration 67Q: 3 clusters Score -1958520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -1958523.750000 Penalty: 4921.732910
	Iteration 68Q: 3 clusters Score -1958524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -1958522.625000 Penalty: 4921.732910
	Iteration 69Q: 3 clusters Score -1958523 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -1958527.125000 Penalty: 4921.732910
	Iteration 70Q: 3 clusters Score -1958527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -1958534.000000 Penalty: 4921.732910
	Iteration 71Q: 3 clusters Score -1958534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -1958540.375000 Penalty: 4921.732910
	Iteration 72Q: 3 clusters Score -1958540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -1958542.625000 Penalty: 4921.732910
	Iteration 73Q: 3 clusters Score -1958543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -1958545.750000 Penalty: 4921.732910
	Iteration 74Q: 3 clusters Score -1958546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -1958547.625000 Penalty: 4921.732910
	Iteration 75Q: 3 clusters Score -1958548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -1958551.250000 Penalty: 4921.732910
	Iteration 76Q: 3 clusters Score -1958551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -1958557.375000 Penalty: 4921.732910
	Iteration 77Q: 3 clusters Score -1958557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -1958556.625000 Penalty: 4921.732910
	Iteration 78Q: 3 clusters Score -1958557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -1958555.500000 Penalty: 4921.732910
	Iteration 79Q: 3 clusters Score -1958556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -1958560.250000 Penalty: 4921.732910
	Iteration 80F: 3 clusters Score -1958560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -1958559.375000 Penalty: 4921.732910
	Iteration 81Q: 3 clusters Score -1958559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -1958561.500000 Penalty: 4921.732910
	Iteration 82Q: 3 clusters Score -1958562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -1958560.125000 Penalty: 4921.732910
	Iteration 83Q: 3 clusters Score -1958560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -1958558.625000 Penalty: 4921.732910
	Iteration 84Q: 3 clusters Score -1958559 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -1958559.625000 Penalty: 4921.732910
	Iteration 85Q: 3 clusters Score -1958560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -1958566.750000 Penalty: 4921.732910
	Iteration 86Q: 3 clusters Score -1958567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -1958571.500000 Penalty: 4921.732910
	Iteration 87Q: 3 clusters Score -1958572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -1958572.125000 Penalty: 4921.732910
	Iteration 88Q: 3 clusters Score -1958572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -1958572.250000 Penalty: 4921.732910
	Iteration 89Q: 3 clusters Score -1958572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -1958576.500000 Penalty: 4921.732910
	Iteration 90Q: 3 clusters Score -1958576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -1958586.500000 Penalty: 4921.732910
	Iteration 91Q: 3 clusters Score -1958586 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -1958595.375000 Penalty: 4921.732910
	Iteration 92Q: 3 clusters Score -1958595 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -1958603.000000 Penalty: 4921.732910
	Iteration 93Q: 3 clusters Score -1958603 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -1958609.125000 Penalty: 4921.732910
	Iteration 94Q: 3 clusters Score -1958609 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -1958613.000000 Penalty: 4921.732910
	Iteration 95Q: 3 clusters Score -1958613 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -1958619.375000 Penalty: 4921.732910
	Iteration 96Q: 3 clusters Score -1958619 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -1958630.125000 Penalty: 4921.732910
	Iteration 97Q: 3 clusters Score -1958630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -1958632.125000 Penalty: 4921.732910
	Iteration 98Q: 3 clusters Score -1958632 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -1958644.250000 Penalty: 4921.732910
	Iteration 99Q: 3 clusters Score -1958644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -1958650.625000 Penalty: 4921.732910
	Iteration 100F: 3 clusters Score -1958651 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -1958658.125000 Penalty: 4921.732910
	Iteration 101Q: 3 clusters Score -1958658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -1958668.250000 Penalty: 4921.732910
	Iteration 102Q: 3 clusters Score -1958668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -1958678.375000 Penalty: 4921.732910
	Iteration 103Q: 3 clusters Score -1958678 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -1958677.000000 Penalty: 4921.732910
	Iteration 104Q: 3 clusters Score -1958677 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -1958680.875000 Penalty: 4921.732910
	Iteration 105Q: 3 clusters Score -1958681 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -1958681.000000 Penalty: 4921.732910
	Iteration 106Q: 3 clusters Score -1958681 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -1958692.875000 Penalty: 4921.732910
	Iteration 107Q: 3 clusters Score -1958693 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -1958698.750000 Penalty: 4921.732910
	Iteration 108Q: 3 clusters Score -1958699 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -1958702.875000 Penalty: 4921.732910
	Iteration 109Q: 3 clusters Score -1958703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -1958710.125000 Penalty: 4921.732910
	Iteration 110Q: 3 clusters Score -1958710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -1958712.875000 Penalty: 4921.732910
	Iteration 111Q: 3 clusters Score -1958713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -1958720.250000 Penalty: 4921.732910
	Iteration 112Q: 3 clusters Score -1958720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -1958721.875000 Penalty: 4921.732910
	Iteration 113Q: 3 clusters Score -1958722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -1958728.500000 Penalty: 4921.732910
	Iteration 114Q: 3 clusters Score -1958728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -1958730.125000 Penalty: 4921.732910
	Iteration 115Q: 3 clusters Score -1958730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -1958734.500000 Penalty: 4921.732910
	Iteration 116Q: 3 clusters Score -1958734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -1958732.500000 Penalty: 4921.732910
	Iteration 117Q: 3 clusters Score -1958732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -1958732.875000 Penalty: 4921.732910
	Iteration 118Q: 3 clusters Score -1958733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -1958732.875000 Penalty: 4921.732910
	Iteration 119F: 3 clusters Score -1958733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Entering Unmasked Estep 
Score: -330696.625000 Penalty: 2011.758179
	Iteration 0F: 2 clusters Score -330696.6 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 1626 members 
Entering Unmasked Estep 
Score: -327253.250000 Penalty: 4023.516357
	Iteration 0F: 3 clusters Score -327253.2 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -327972.437500 Penalty: 4023.516357
	Iteration 1F: 3 clusters Score -327972.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -328161.750000 Penalty: 4023.516357
	Iteration 2F: 3 clusters Score -328161.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -328269.218750 Penalty: 4023.516357
	Iteration 3F: 3 clusters Score -328269.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -328344.500000 Penalty: 4023.516357
	Iteration 4Q: 3 clusters Score -328344.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -328400.406250 Penalty: 4023.516357
	Iteration 5Q: 3 clusters Score -328400.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -328451.750000 Penalty: 4023.516357
	Iteration 6Q: 3 clusters Score -328451.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -328485.437500 Penalty: 4023.516357
	Iteration 7Q: 3 clusters Score -328485.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -328510.125000 Penalty: 4023.516357
	Iteration 8Q: 3 clusters Score -328510.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -328531.875000 Penalty: 4023.516357
	Iteration 9Q: 3 clusters Score -328531.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -328547.687500 Penalty: 4023.516357
	Iteration 10Q: 3 clusters Score -328547.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -328564.718750 Penalty: 4023.516357
	Iteration 11Q: 3 clusters Score -328564.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -328577.875000 Penalty: 4023.516357
	Iteration 12Q: 3 clusters Score -328577.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -328588.468750 Penalty: 4023.516357
	Iteration 13Q: 3 clusters Score -328588.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -328598.218750 Penalty: 4023.516357
	Iteration 14Q: 3 clusters Score -328598.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -328606.281250 Penalty: 4023.516357
	Iteration 15Q: 3 clusters Score -328606.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -328611.781250 Penalty: 4023.516357
	Iteration 16Q: 3 clusters Score -328611.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -328616.906250 Penalty: 4023.516357
	Iteration 17Q: 3 clusters Score -328616.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -328621.968750 Penalty: 4023.516357
	Iteration 18Q: 3 clusters Score -328622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -328627.031250 Penalty: 4023.516357
	Iteration 19Q: 3 clusters Score -328627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -328628.937500 Penalty: 4023.516357
	Iteration 20F: 3 clusters Score -328628.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -328632.312500 Penalty: 4023.516357
	Iteration 21Q: 3 clusters Score -328632.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -328634.718750 Penalty: 4023.516357
	Iteration 22Q: 3 clusters Score -328634.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -328636.468750 Penalty: 4023.516357
	Iteration 23Q: 3 clusters Score -328636.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -328638.500000 Penalty: 4023.516357
	Iteration 24Q: 3 clusters Score -328638.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -328640.937500 Penalty: 4023.516357
	Iteration 25Q: 3 clusters Score -328640.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -328642.187500 Penalty: 4023.516357
	Iteration 26Q: 3 clusters Score -328642.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -328644.625000 Penalty: 4023.516357
	Iteration 27Q: 3 clusters Score -328644.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -328646.531250 Penalty: 4023.516357
	Iteration 28Q: 3 clusters Score -328646.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -328648.937500 Penalty: 4023.516357
	Iteration 29Q: 3 clusters Score -328648.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -328651.781250 Penalty: 4023.516357
	Iteration 30Q: 3 clusters Score -328651.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -328655.812500 Penalty: 4023.516357
	Iteration 31Q: 3 clusters Score -328655.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -328656.437500 Penalty: 4023.516357
	Iteration 32Q: 3 clusters Score -328656.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -328661.468750 Penalty: 4023.516357
	Iteration 33Q: 3 clusters Score -328661.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -328664.375000 Penalty: 4023.516357
	Iteration 34Q: 3 clusters Score -328664.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -328665.437500 Penalty: 4023.516357
	Iteration 35Q: 3 clusters Score -328665.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -328668.281250 Penalty: 4023.516357
	Iteration 36Q: 3 clusters Score -328668.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -328672.656250 Penalty: 4023.516357
	Iteration 37Q: 3 clusters Score -328672.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -328680.812500 Penalty: 4023.516357
	Iteration 38Q: 3 clusters Score -328680.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -328689.062500 Penalty: 4023.516357
	Iteration 39Q: 3 clusters Score -328689.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -328697.750000 Penalty: 4023.516357
	Iteration 40F: 3 clusters Score -328697.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -328712.625000 Penalty: 4023.516357
	Iteration 41Q: 3 clusters Score -328712.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -328727.500000 Penalty: 4023.516357
	Iteration 42Q: 3 clusters Score -328727.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -328742.406250 Penalty: 4023.516357
	Iteration 43Q: 3 clusters Score -328742.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -328757.750000 Penalty: 4023.516357
	Iteration 44Q: 3 clusters Score -328757.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -328771.406250 Penalty: 4023.516357
	Iteration 45Q: 3 clusters Score -328771.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -328791.437500 Penalty: 4023.516357
	Iteration 46Q: 3 clusters Score -328791.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -328813.531250 Penalty: 4023.516357
	Iteration 47Q: 3 clusters Score -328813.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -328853.062500 Penalty: 4023.516357
	Iteration 48Q: 3 clusters Score -328853.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -328892.062500 Penalty: 4023.516357
	Iteration 49Q: 3 clusters Score -328892.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -328924.718750 Penalty: 4023.516357
	Iteration 50Q: 3 clusters Score -328924.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -328957.437500 Penalty: 4023.516357
	Iteration 51Q: 3 clusters Score -328957.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -328981.125000 Penalty: 4023.516357
	Iteration 52Q: 3 clusters Score -328981.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -328994.125000 Penalty: 4023.516357
	Iteration 53Q: 3 clusters Score -328994.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -329008.031250 Penalty: 4023.516357
	Iteration 54Q: 3 clusters Score -329008 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -329029.156250 Penalty: 4023.516357
	Iteration 55Q: 3 clusters Score -329029.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -329054.875000 Penalty: 4023.516357
	Iteration 56Q: 3 clusters Score -329054.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -329083.218750 Penalty: 4023.516357
	Iteration 57Q: 3 clusters Score -329083.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -329116.406250 Penalty: 4023.516357
	Iteration 58Q: 3 clusters Score -329116.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -329143.187500 Penalty: 4023.516357
	Iteration 59Q: 3 clusters Score -329143.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -329162.625000 Penalty: 4023.516357
	Iteration 60F: 3 clusters Score -329162.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -329173.750000 Penalty: 4023.516357
	Iteration 61Q: 3 clusters Score -329173.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -329181.218750 Penalty: 4023.516357
	Iteration 62Q: 3 clusters Score -329181.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -329186.500000 Penalty: 4023.516357
	Iteration 63Q: 3 clusters Score -329186.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -329195.281250 Penalty: 4023.516357
	Iteration 64Q: 3 clusters Score -329195.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -329202.031250 Penalty: 4023.516357
	Iteration 65Q: 3 clusters Score -329202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -329207.000000 Penalty: 4023.516357
	Iteration 66Q: 3 clusters Score -329207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -329209.406250 Penalty: 4023.516357
	Iteration 67Q: 3 clusters Score -329209.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -329213.000000 Penalty: 4023.516357
	Iteration 68Q: 3 clusters Score -329213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -329213.875000 Penalty: 4023.516357
	Iteration 69Q: 3 clusters Score -329213.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -329217.250000 Penalty: 4023.516357
	Iteration 70Q: 3 clusters Score -329217.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -329221.500000 Penalty: 4023.516357
	Iteration 71Q: 3 clusters Score -329221.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -329230.093750 Penalty: 4023.516357
	Iteration 72Q: 3 clusters Score -329230.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -329236.375000 Penalty: 4023.516357
	Iteration 73Q: 3 clusters Score -329236.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -329245.781250 Penalty: 4023.516357
	Iteration 74Q: 3 clusters Score -329245.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -329253.125000 Penalty: 4023.516357
	Iteration 75Q: 3 clusters Score -329253.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -329264.375000 Penalty: 4023.516357
	Iteration 76Q: 3 clusters Score -329264.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -329278.250000 Penalty: 4023.516357
	Iteration 77Q: 3 clusters Score -329278.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -329284.375000 Penalty: 4023.516357
	Iteration 78Q: 3 clusters Score -329284.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -329292.468750 Penalty: 4023.516357
	Iteration 79Q: 3 clusters Score -329292.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -329299.906250 Penalty: 4023.516357
	Iteration 80F: 3 clusters Score -329299.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -329307.875000 Penalty: 4023.516357
	Iteration 81Q: 3 clusters Score -329307.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -329315.312500 Penalty: 4023.516357
	Iteration 82Q: 3 clusters Score -329315.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -329323.593750 Penalty: 4023.516357
	Iteration 83Q: 3 clusters Score -329323.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -329328.343750 Penalty: 4023.516357
	Iteration 84Q: 3 clusters Score -329328.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -329336.125000 Penalty: 4023.516357
	Iteration 85Q: 3 clusters Score -329336.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -329345.531250 Penalty: 4023.516357
	Iteration 86Q: 3 clusters Score -329345.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -329352.937500 Penalty: 4023.516357
	Iteration 87Q: 3 clusters Score -329352.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -329355.937500 Penalty: 4023.516357
	Iteration 88Q: 3 clusters Score -329355.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -329358.500000 Penalty: 4023.516357
	Iteration 89Q: 3 clusters Score -329358.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -329361.125000 Penalty: 4023.516357
	Iteration 90Q: 3 clusters Score -329361.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -329361.218750 Penalty: 4023.516357
	Iteration 91Q: 3 clusters Score -329361.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -329361.218750 Penalty: 4023.516357
	Iteration 92F: 3 clusters Score -329361.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Entering Unmasked Estep 
Score: -164880.921875 Penalty: 1854.586182
	Iteration 0F: 2 clusters Score -164880.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -162411.640625 Penalty: 3709.172363
	Iteration 0F: 3 clusters Score -162411.6 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -162893.828125 Penalty: 3709.172363
	Iteration 1F: 3 clusters Score -162893.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -163035.984375 Penalty: 3709.172363
	Iteration 2F: 3 clusters Score -163036 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -163138.093750 Penalty: 3709.172363
	Iteration 3F: 3 clusters Score -163138.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -163215.359375 Penalty: 3709.172363
	Iteration 4Q: 3 clusters Score -163215.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -163296.828125 Penalty: 3709.172363
	Iteration 5Q: 3 clusters Score -163296.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -163405.468750 Penalty: 3709.172363
	Iteration 6Q: 3 clusters Score -163405.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -163499.671875 Penalty: 3709.172363
	Iteration 7Q: 3 clusters Score -163499.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -163548.375000 Penalty: 3709.172363
	Iteration 8Q: 3 clusters Score -163548.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -163581.078125 Penalty: 3709.172363
	Iteration 9Q: 3 clusters Score -163581.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -163604.015625 Penalty: 3709.172363
	Iteration 10Q: 3 clusters Score -163604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -163613.546875 Penalty: 3709.172363
	Iteration 11Q: 3 clusters Score -163613.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -163619.937500 Penalty: 3709.172363
	Iteration 12Q: 3 clusters Score -163619.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -163628.828125 Penalty: 3709.172363
	Iteration 13Q: 3 clusters Score -163628.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -163634.093750 Penalty: 3709.172363
	Iteration 14Q: 3 clusters Score -163634.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -163643.265625 Penalty: 3709.172363
	Iteration 15Q: 3 clusters Score -163643.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -163650.500000 Penalty: 3709.172363
	Iteration 16Q: 3 clusters Score -163650.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -163659.781250 Penalty: 3709.172363
	Iteration 17Q: 3 clusters Score -163659.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -163667.812500 Penalty: 3709.172363
	Iteration 18Q: 3 clusters Score -163667.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -163682.187500 Penalty: 3709.172363
	Iteration 19Q: 3 clusters Score -163682.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -163692.437500 Penalty: 3709.172363
	Iteration 20F: 3 clusters Score -163692.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -163696.187500 Penalty: 3709.172363
	Iteration 21Q: 3 clusters Score -163696.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -163697.671875 Penalty: 3709.172363
	Iteration 22Q: 3 clusters Score -163697.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -163699.828125 Penalty: 3709.172363
	Iteration 23Q: 3 clusters Score -163699.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -163701.125000 Penalty: 3709.172363
	Iteration 24Q: 3 clusters Score -163701.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -163701.125000 Penalty: 3709.172363
	Iteration 25F: 3 clusters Score -163701.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Entering Unmasked Estep 
Score: -2081042.125000 Penalty: 2449.595215
	Iteration 0F: 2 clusters Score -2081042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2067258.375000 Penalty: 4899.190430
	Iteration 0F: 3 clusters Score -2067258 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2071955.500000 Penalty: 4899.190430
	Iteration 1F: 3 clusters Score -2071956 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2072474.875000 Penalty: 4899.190430
	Iteration 2F: 3 clusters Score -2072475 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -2073080.500000 Penalty: 4899.190430
	Iteration 3F: 3 clusters Score -2073080 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2073805.125000 Penalty: 4899.190430
	Iteration 4F: 3 clusters Score -2073805 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2074578.250000 Penalty: 4899.190430
	Iteration 5F: 3 clusters Score -2074578 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2075375.000000 Penalty: 4899.190430
	Iteration 6F: 3 clusters Score -2075375 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2076110.250000 Penalty: 4899.190430
	Iteration 7F: 3 clusters Score -2076110 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2076755.500000 Penalty: 4899.190430
	Iteration 8Q: 3 clusters Score -2076756 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2077198.625000 Penalty: 4899.190430
	Iteration 9Q: 3 clusters Score -2077199 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2077546.000000 Penalty: 4899.190430
	Iteration 10Q: 3 clusters Score -2077546 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2077823.250000 Penalty: 4899.190430
	Iteration 11Q: 3 clusters Score -2077823 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -2077992.875000 Penalty: 4899.190430
	Iteration 12Q: 3 clusters Score -2077993 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2078119.750000 Penalty: 4899.190430
	Iteration 13Q: 3 clusters Score -2078120 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2078222.500000 Penalty: 4899.190430
	Iteration 14Q: 3 clusters Score -2078222 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2078299.375000 Penalty: 4899.190430
	Iteration 15Q: 3 clusters Score -2078299 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2078361.250000 Penalty: 4899.190430
	Iteration 16Q: 3 clusters Score -2078361 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2078408.625000 Penalty: 4899.190430
	Iteration 17Q: 3 clusters Score -2078409 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2078456.375000 Penalty: 4899.190430
	Iteration 18Q: 3 clusters Score -2078456 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2078497.375000 Penalty: 4899.190430
	Iteration 19Q: 3 clusters Score -2078497 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2078549.000000 Penalty: 4899.190430
	Iteration 20F: 3 clusters Score -2078549 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2078599.500000 Penalty: 4899.190430
	Iteration 21Q: 3 clusters Score -2078600 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2078668.375000 Penalty: 4899.190430
	Iteration 22Q: 3 clusters Score -2078668 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2078735.125000 Penalty: 4899.190430
	Iteration 23Q: 3 clusters Score -2078735 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2078820.125000 Penalty: 4899.190430
	Iteration 24Q: 3 clusters Score -2078820 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2078892.875000 Penalty: 4899.190430
	Iteration 25Q: 3 clusters Score -2078893 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -2078955.000000 Penalty: 4899.190430
	Iteration 26Q: 3 clusters Score -2078955 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -2079000.375000 Penalty: 4899.190430
	Iteration 27Q: 3 clusters Score -2079000 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -2079037.250000 Penalty: 4899.190430
	Iteration 28Q: 3 clusters Score -2079037 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2079076.625000 Penalty: 4899.190430
	Iteration 29Q: 3 clusters Score -2079077 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2079100.625000 Penalty: 4899.190430
	Iteration 30Q: 3 clusters Score -2079101 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2079133.125000 Penalty: 4899.190430
	Iteration 31Q: 3 clusters Score -2079133 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2079152.375000 Penalty: 4899.190430
	Iteration 32Q: 3 clusters Score -2079152 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2079164.750000 Penalty: 4899.190430
	Iteration 33Q: 3 clusters Score -2079165 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2079178.625000 Penalty: 4899.190430
	Iteration 34Q: 3 clusters Score -2079179 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2079200.250000 Penalty: 4899.190430
	Iteration 35Q: 3 clusters Score -2079200 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -2079211.000000 Penalty: 4899.190430
	Iteration 36Q: 3 clusters Score -2079211 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2079226.250000 Penalty: 4899.190430
	Iteration 37Q: 3 clusters Score -2079226 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -2079229.125000 Penalty: 4899.190430
	Iteration 38Q: 3 clusters Score -2079229 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2079247.625000 Penalty: 4899.190430
	Iteration 39Q: 3 clusters Score -2079248 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2079263.500000 Penalty: 4899.190430
	Iteration 40F: 3 clusters Score -2079264 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2079263.000000 Penalty: 4899.190430
	Iteration 41Q: 3 clusters Score -2079263 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -2079278.000000 Penalty: 4899.190430
	Iteration 42Q: 3 clusters Score -2079278 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2079288.125000 Penalty: 4899.190430
	Iteration 43Q: 3 clusters Score -2079288 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2079297.875000 Penalty: 4899.190430
	Iteration 44Q: 3 clusters Score -2079298 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2079306.500000 Penalty: 4899.190430
	Iteration 45Q: 3 clusters Score -2079306 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2079318.500000 Penalty: 4899.190430
	Iteration 46Q: 3 clusters Score -2079318 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2079321.250000 Penalty: 4899.190430
	Iteration 47Q: 3 clusters Score -2079321 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -2079324.875000 Penalty: 4899.190430
	Iteration 48Q: 3 clusters Score -2079325 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -2079330.500000 Penalty: 4899.190430
	Iteration 49Q: 3 clusters Score -2079330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2079333.750000 Penalty: 4899.190430
	Iteration 50Q: 3 clusters Score -2079334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2079340.625000 Penalty: 4899.190430
	Iteration 51Q: 3 clusters Score -2079341 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -2079344.000000 Penalty: 4899.190430
	Iteration 52Q: 3 clusters Score -2079344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2079354.625000 Penalty: 4899.190430
	Iteration 53Q: 3 clusters Score -2079355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -2079349.500000 Penalty: 4899.190430
	Iteration 54Q: 3 clusters Score -2079350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2079353.250000 Penalty: 4899.190430
	Iteration 55Q: 3 clusters Score -2079353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2079353.625000 Penalty: 4899.190430
	Iteration 56Q: 3 clusters Score -2079354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -2079349.500000 Penalty: 4899.190430
	Iteration 57Q: 3 clusters Score -2079350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -2079347.875000 Penalty: 4899.190430
	Iteration 58Q: 3 clusters Score -2079348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -2079351.625000 Penalty: 4899.190430
	Iteration 59Q: 3 clusters Score -2079352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2079350.125000 Penalty: 4899.190430
	Iteration 60F: 3 clusters Score -2079350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Entering Unmasked Estep 
Score: -486916.500000 Penalty: 2086.299805
	Iteration 0F: 2 clusters Score -486916.5 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 2253 members 
Entering Unmasked Estep 
Score: -482697.750000 Penalty: 4172.599609
	Iteration 0F: 3 clusters Score -482697.8 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -483666.718750 Penalty: 4172.599609
	Iteration 1F: 3 clusters Score -483666.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -483880.687500 Penalty: 4172.599609
	Iteration 2F: 3 clusters Score -483880.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -484022.687500 Penalty: 4172.599609
	Iteration 3F: 3 clusters Score -484022.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -484126.656250 Penalty: 4172.599609
	Iteration 4Q: 3 clusters Score -484126.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -484207.906250 Penalty: 4172.599609
	Iteration 5Q: 3 clusters Score -484207.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -484287.843750 Penalty: 4172.599609
	Iteration 6Q: 3 clusters Score -484287.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -484361.937500 Penalty: 4172.599609
	Iteration 7Q: 3 clusters Score -484361.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -484425.968750 Penalty: 4172.599609
	Iteration 8Q: 3 clusters Score -484426 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -484487.000000 Penalty: 4172.599609
	Iteration 9Q: 3 clusters Score -484487 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -484566.562500 Penalty: 4172.599609
	Iteration 10Q: 3 clusters Score -484566.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -484685.875000 Penalty: 4172.599609
	Iteration 11Q: 3 clusters Score -484685.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -484880.031250 Penalty: 4172.599609
	Iteration 12Q: 3 clusters Score -484880 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -485118.437500 Penalty: 4172.599609
	Iteration 13Q: 3 clusters Score -485118.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -485490.406250 Penalty: 4172.599609
	Iteration 14F: 3 clusters Score -485490.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -485859.781250 Penalty: 4172.599609
	Iteration 15F: 3 clusters Score -485859.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -486124.843750 Penalty: 4172.599609
	Iteration 16Q: 3 clusters Score -486124.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -486278.218750 Penalty: 4172.599609
	Iteration 17Q: 3 clusters Score -486278.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -486347.062500 Penalty: 4172.599609
	Iteration 18Q: 3 clusters Score -486347.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -486369.156250 Penalty: 4172.599609
	Iteration 19Q: 3 clusters Score -486369.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -486378.375000 Penalty: 4172.599609
	Iteration 20F: 3 clusters Score -486378.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -486381.187500 Penalty: 4172.599609
	Iteration 21Q: 3 clusters Score -486381.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -486382.250000 Penalty: 4172.599609
	Iteration 22Q: 3 clusters Score -486382.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -486383.125000 Penalty: 4172.599609
	Iteration 23Q: 3 clusters Score -486383.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -486383.125000 Penalty: 4172.599609
	Iteration 24F: 3 clusters Score -486383.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Entering Unmasked Estep 
Score: -532469.375000 Penalty: 2103.531006
	Iteration 0F: 2 clusters Score -532469.4 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 2417 members 
Entering Unmasked Estep 
Score: -528046.625000 Penalty: 4207.062012
	Iteration 0F: 3 clusters Score -528046.6 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -529047.812500 Penalty: 4207.062012
	Iteration 1F: 3 clusters Score -529047.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -529258.375000 Penalty: 4207.062012
	Iteration 2F: 3 clusters Score -529258.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -529387.562500 Penalty: 4207.062012
	Iteration 3Q: 3 clusters Score -529387.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -529467.937500 Penalty: 4207.062012
	Iteration 4Q: 3 clusters Score -529467.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -529517.687500 Penalty: 4207.062012
	Iteration 5Q: 3 clusters Score -529517.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -529562.062500 Penalty: 4207.062012
	Iteration 6Q: 3 clusters Score -529562.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -529592.812500 Penalty: 4207.062012
	Iteration 7Q: 3 clusters Score -529592.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -529616.000000 Penalty: 4207.062012
	Iteration 8Q: 3 clusters Score -529616 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -529630.875000 Penalty: 4207.062012
	Iteration 9Q: 3 clusters Score -529630.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -529645.562500 Penalty: 4207.062012
	Iteration 10Q: 3 clusters Score -529645.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -529661.687500 Penalty: 4207.062012
	Iteration 11Q: 3 clusters Score -529661.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -529679.312500 Penalty: 4207.062012
	Iteration 12Q: 3 clusters Score -529679.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -529693.750000 Penalty: 4207.062012
	Iteration 13Q: 3 clusters Score -529693.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -529703.125000 Penalty: 4207.062012
	Iteration 14Q: 3 clusters Score -529703.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -529707.562500 Penalty: 4207.062012
	Iteration 15Q: 3 clusters Score -529707.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -529712.812500 Penalty: 4207.062012
	Iteration 16Q: 3 clusters Score -529712.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -529718.000000 Penalty: 4207.062012
	Iteration 17Q: 3 clusters Score -529718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -529720.125000 Penalty: 4207.062012
	Iteration 18Q: 3 clusters Score -529720.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -529722.250000 Penalty: 4207.062012
	Iteration 19Q: 3 clusters Score -529722.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -529726.312500 Penalty: 4207.062012
	Iteration 20F: 3 clusters Score -529726.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -529730.000000 Penalty: 4207.062012
	Iteration 21Q: 3 clusters Score -529730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -529731.562500 Penalty: 4207.062012
	Iteration 22Q: 3 clusters Score -529731.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -529732.250000 Penalty: 4207.062012
	Iteration 23Q: 3 clusters Score -529732.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -529733.312500 Penalty: 4207.062012
	Iteration 24Q: 3 clusters Score -529733.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -529734.500000 Penalty: 4207.062012
	Iteration 25Q: 3 clusters Score -529734.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -529734.750000 Penalty: 4207.062012
	Iteration 26Q: 3 clusters Score -529734.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -529734.437500 Penalty: 4207.062012
	Iteration 27Q: 3 clusters Score -529734.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -529734.437500 Penalty: 4207.062012
	Iteration 28F: 3 clusters Score -529734.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Entering Unmasked Estep 
Score: -1486953.250000 Penalty: 2366.828857
	Iteration 0F: 2 clusters Score -1486953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1476773.750000 Penalty: 4733.657715
	Iteration 0F: 3 clusters Score -1476774 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1480157.000000 Penalty: 4733.657715
	Iteration 1F: 3 clusters Score -1480157 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1480629.250000 Penalty: 4733.657715
	Iteration 2F: 3 clusters Score -1480629 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1481011.000000 Penalty: 4733.657715
	Iteration 3F: 3 clusters Score -1481011 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1481362.125000 Penalty: 4733.657715
	Iteration 4Q: 3 clusters Score -1481362 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1481733.375000 Penalty: 4733.657715
	Iteration 5Q: 3 clusters Score -1481733 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1482163.875000 Penalty: 4733.657715
	Iteration 6Q: 3 clusters Score -1482164 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1482640.250000 Penalty: 4733.657715
	Iteration 7F: 3 clusters Score -1482640 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1483163.875000 Penalty: 4733.657715
	Iteration 8F: 3 clusters Score -1483164 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1483635.000000 Penalty: 4733.657715
	Iteration 9F: 3 clusters Score -1483635 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1484011.750000 Penalty: 4733.657715
	Iteration 10Q: 3 clusters Score -1484012 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1484266.500000 Penalty: 4733.657715
	Iteration 11Q: 3 clusters Score -1484266 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1484484.125000 Penalty: 4733.657715
	Iteration 12Q: 3 clusters Score -1484484 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1484709.625000 Penalty: 4733.657715
	Iteration 13Q: 3 clusters Score -1484710 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1484933.250000 Penalty: 4733.657715
	Iteration 14Q: 3 clusters Score -1484933 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1485119.000000 Penalty: 4733.657715
	Iteration 15Q: 3 clusters Score -1485119 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1485314.250000 Penalty: 4733.657715
	Iteration 16Q: 3 clusters Score -1485314 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1485471.875000 Penalty: 4733.657715
	Iteration 17Q: 3 clusters Score -1485472 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1485599.875000 Penalty: 4733.657715
	Iteration 18Q: 3 clusters Score -1485600 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1485683.625000 Penalty: 4733.657715
	Iteration 19Q: 3 clusters Score -1485684 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1485744.625000 Penalty: 4733.657715
	Iteration 20F: 3 clusters Score -1485745 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1485810.625000 Penalty: 4733.657715
	Iteration 21Q: 3 clusters Score -1485811 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1485859.875000 Penalty: 4733.657715
	Iteration 22Q: 3 clusters Score -1485860 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1485914.250000 Penalty: 4733.657715
	Iteration 23Q: 3 clusters Score -1485914 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1485956.625000 Penalty: 4733.657715
	Iteration 24Q: 3 clusters Score -1485957 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1485995.500000 Penalty: 4733.657715
	Iteration 25Q: 3 clusters Score -1485996 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1486030.250000 Penalty: 4733.657715
	Iteration 26Q: 3 clusters Score -1486030 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1486070.375000 Penalty: 4733.657715
	Iteration 27Q: 3 clusters Score -1486070 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1486108.375000 Penalty: 4733.657715
	Iteration 28Q: 3 clusters Score -1486108 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1486139.125000 Penalty: 4733.657715
	Iteration 29Q: 3 clusters Score -1486139 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1486175.125000 Penalty: 4733.657715
	Iteration 30Q: 3 clusters Score -1486175 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1486214.750000 Penalty: 4733.657715
	Iteration 31Q: 3 clusters Score -1486215 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1486238.625000 Penalty: 4733.657715
	Iteration 32Q: 3 clusters Score -1486239 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1486258.000000 Penalty: 4733.657715
	Iteration 33Q: 3 clusters Score -1486258 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1486278.625000 Penalty: 4733.657715
	Iteration 34Q: 3 clusters Score -1486279 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1486304.750000 Penalty: 4733.657715
	Iteration 35Q: 3 clusters Score -1486305 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1486323.875000 Penalty: 4733.657715
	Iteration 36Q: 3 clusters Score -1486324 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1486347.250000 Penalty: 4733.657715
	Iteration 37Q: 3 clusters Score -1486347 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1486350.500000 Penalty: 4733.657715
	Iteration 38Q: 3 clusters Score -1486350 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1486367.000000 Penalty: 4733.657715
	Iteration 39Q: 3 clusters Score -1486367 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1486380.000000 Penalty: 4733.657715
	Iteration 40F: 3 clusters Score -1486380 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1486383.875000 Penalty: 4733.657715
	Iteration 41Q: 3 clusters Score -1486384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1486383.125000 Penalty: 4733.657715
	Iteration 42Q: 3 clusters Score -1486383 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1486386.750000 Penalty: 4733.657715
	Iteration 43Q: 3 clusters Score -1486387 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1486392.750000 Penalty: 4733.657715
	Iteration 44Q: 3 clusters Score -1486393 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1486394.000000 Penalty: 4733.657715
	Iteration 45Q: 3 clusters Score -1486394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1486397.750000 Penalty: 4733.657715
	Iteration 46Q: 3 clusters Score -1486398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1486399.500000 Penalty: 4733.657715
	Iteration 47Q: 3 clusters Score -1486400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1486403.125000 Penalty: 4733.657715
	Iteration 48Q: 3 clusters Score -1486403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1486402.750000 Penalty: 4733.657715
	Iteration 49Q: 3 clusters Score -1486403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1486407.000000 Penalty: 4733.657715
	Iteration 50Q: 3 clusters Score -1486407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1486410.875000 Penalty: 4733.657715
	Iteration 51Q: 3 clusters Score -1486411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1486414.625000 Penalty: 4733.657715
	Iteration 52Q: 3 clusters Score -1486415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1486417.250000 Penalty: 4733.657715
	Iteration 53Q: 3 clusters Score -1486417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1486415.375000 Penalty: 4733.657715
	Iteration 54Q: 3 clusters Score -1486415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1486417.500000 Penalty: 4733.657715
	Iteration 55Q: 3 clusters Score -1486418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1486415.750000 Penalty: 4733.657715
	Iteration 56Q: 3 clusters Score -1486416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1486416.125000 Penalty: 4733.657715
	Iteration 57Q: 3 clusters Score -1486416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1486417.125000 Penalty: 4733.657715
	Iteration 58Q: 3 clusters Score -1486417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1486419.000000 Penalty: 4733.657715
	Iteration 59Q: 3 clusters Score -1486419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1486419.875000 Penalty: 4733.657715
	Iteration 60F: 3 clusters Score -1486420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1486422.375000 Penalty: 4733.657715
	Iteration 61Q: 3 clusters Score -1486422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1486422.000000 Penalty: 4733.657715
	Iteration 62Q: 3 clusters Score -1486422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1486424.875000 Penalty: 4733.657715
	Iteration 63Q: 3 clusters Score -1486425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1486422.000000 Penalty: 4733.657715
	Iteration 64Q: 3 clusters Score -1486422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1486425.750000 Penalty: 4733.657715
	Iteration 65Q: 3 clusters Score -1486426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1486425.375000 Penalty: 4733.657715
	Iteration 66Q: 3 clusters Score -1486425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1486423.500000 Penalty: 4733.657715
	Iteration 67Q: 3 clusters Score -1486424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1486423.500000 Penalty: 4733.657715
	Iteration 68Q: 3 clusters Score -1486424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1486421.250000 Penalty: 4733.657715
	Iteration 69Q: 3 clusters Score -1486421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1486422.875000 Penalty: 4733.657715
	Iteration 70Q: 3 clusters Score -1486423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1486423.000000 Penalty: 4733.657715
	Iteration 71Q: 3 clusters Score -1486423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1486422.750000 Penalty: 4733.657715
	Iteration 72Q: 3 clusters Score -1486423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1486422.750000 Penalty: 4733.657715
	Iteration 73F: 3 clusters Score -1486423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -70332.234375 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -70332.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -68590.578125 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -68590.58 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -68854.625000 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -68854.62 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -68972.101562 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -68972.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -69024.453125 Penalty: 3261.237549
	Iteration 3Q: 3 clusters Score -69024.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -69042.187500 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -69042.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -69056.187500 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -69056.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -69062.984375 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -69062.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -69068.757812 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -69068.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -69073.468750 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -69073.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -69073.468750 Penalty: 3261.237549
	Iteration 9F: 3 clusters Score -69073.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Entering Unmasked Estep 
Score: -100621.546875 Penalty: 1713.123291
	Iteration 0F: 2 clusters Score -100621.5 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 478 members 
Entering Unmasked Estep 
Score: -98710.929688 Penalty: 3426.246582
	Iteration 0F: 3 clusters Score -98710.93 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -99032.398438 Penalty: 3426.246582
	Iteration 1F: 3 clusters Score -99032.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -99111.070312 Penalty: 3426.246582
	Iteration 2F: 3 clusters Score -99111.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -99146.515625 Penalty: 3426.246582
	Iteration 3Q: 3 clusters Score -99146.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -99191.179688 Penalty: 3426.246582
	Iteration 4Q: 3 clusters Score -99191.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -99205.765625 Penalty: 3426.246582
	Iteration 5Q: 3 clusters Score -99205.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -99210.921875 Penalty: 3426.246582
	Iteration 6Q: 3 clusters Score -99210.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -99214.578125 Penalty: 3426.246582
	Iteration 7Q: 3 clusters Score -99214.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -99218.898438 Penalty: 3426.246582
	Iteration 8Q: 3 clusters Score -99218.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -99219.968750 Penalty: 3426.246582
	Iteration 9Q: 3 clusters Score -99219.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -99219.968750 Penalty: 3426.246582
	Iteration 10F: 3 clusters Score -99219.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Entering Unmasked Estep 
Score: -942945.062500 Penalty: 2352.358643
	Iteration 0F: 2 clusters Score -942945.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -933351.750000 Penalty: 4704.717285
	Iteration 0F: 3 clusters Score -933351.8 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -936467.875000 Penalty: 4704.717285
	Iteration 1F: 3 clusters Score -936467.9 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -937027.062500 Penalty: 4704.717285
	Iteration 2F: 3 clusters Score -937027.1 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -937515.750000 Penalty: 4704.717285
	Iteration 3F: 3 clusters Score -937515.8 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -937961.500000 Penalty: 4704.717285
	Iteration 4F: 3 clusters Score -937961.5 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -938383.437500 Penalty: 4704.717285
	Iteration 5F: 3 clusters Score -938383.4 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -938780.000000 Penalty: 4704.717285
	Iteration 6Q: 3 clusters Score -938780 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -939196.812500 Penalty: 4704.717285
	Iteration 7Q: 3 clusters Score -939196.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -939552.250000 Penalty: 4704.717285
	Iteration 8Q: 3 clusters Score -939552.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -939855.375000 Penalty: 4704.717285
	Iteration 9Q: 3 clusters Score -939855.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -940113.000000 Penalty: 4704.717285
	Iteration 10Q: 3 clusters Score -940113 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -940362.125000 Penalty: 4704.717285
	Iteration 11Q: 3 clusters Score -940362.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -940596.000000 Penalty: 4704.717285
	Iteration 12Q: 3 clusters Score -940596 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -940790.000000 Penalty: 4704.717285
	Iteration 13Q: 3 clusters Score -940790 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -940985.750000 Penalty: 4704.717285
	Iteration 14Q: 3 clusters Score -940985.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -941154.687500 Penalty: 4704.717285
	Iteration 15Q: 3 clusters Score -941154.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -941265.125000 Penalty: 4704.717285
	Iteration 16Q: 3 clusters Score -941265.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -941335.937500 Penalty: 4704.717285
	Iteration 17Q: 3 clusters Score -941335.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -941394.500000 Penalty: 4704.717285
	Iteration 18Q: 3 clusters Score -941394.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -941439.750000 Penalty: 4704.717285
	Iteration 19Q: 3 clusters Score -941439.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -941483.437500 Penalty: 4704.717285
	Iteration 20F: 3 clusters Score -941483.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -941519.000000 Penalty: 4704.717285
	Iteration 21Q: 3 clusters Score -941519 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -941550.312500 Penalty: 4704.717285
	Iteration 22Q: 3 clusters Score -941550.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -941577.250000 Penalty: 4704.717285
	Iteration 23Q: 3 clusters Score -941577.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -941598.187500 Penalty: 4704.717285
	Iteration 24Q: 3 clusters Score -941598.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -941618.000000 Penalty: 4704.717285
	Iteration 25Q: 3 clusters Score -941618 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -941631.562500 Penalty: 4704.717285
	Iteration 26Q: 3 clusters Score -941631.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -941643.437500 Penalty: 4704.717285
	Iteration 27Q: 3 clusters Score -941643.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -941656.250000 Penalty: 4704.717285
	Iteration 28Q: 3 clusters Score -941656.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -941665.062500 Penalty: 4704.717285
	Iteration 29Q: 3 clusters Score -941665.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -941673.000000 Penalty: 4704.717285
	Iteration 30Q: 3 clusters Score -941673 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -941677.250000 Penalty: 4704.717285
	Iteration 31Q: 3 clusters Score -941677.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -941685.812500 Penalty: 4704.717285
	Iteration 32Q: 3 clusters Score -941685.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -941690.062500 Penalty: 4704.717285
	Iteration 33Q: 3 clusters Score -941690.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -941693.687500 Penalty: 4704.717285
	Iteration 34Q: 3 clusters Score -941693.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -941699.000000 Penalty: 4704.717285
	Iteration 35Q: 3 clusters Score -941699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -941704.375000 Penalty: 4704.717285
	Iteration 36Q: 3 clusters Score -941704.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -941705.312500 Penalty: 4704.717285
	Iteration 37Q: 3 clusters Score -941705.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -941705.812500 Penalty: 4704.717285
	Iteration 38Q: 3 clusters Score -941705.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -941707.687500 Penalty: 4704.717285
	Iteration 39Q: 3 clusters Score -941707.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -941709.000000 Penalty: 4704.717285
	Iteration 40F: 3 clusters Score -941709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -941709.375000 Penalty: 4704.717285
	Iteration 41Q: 3 clusters Score -941709.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -941710.437500 Penalty: 4704.717285
	Iteration 42Q: 3 clusters Score -941710.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -941710.687500 Penalty: 4704.717285
	Iteration 43Q: 3 clusters Score -941710.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -941710.937500 Penalty: 4704.717285
	Iteration 44Q: 3 clusters Score -941710.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -941710.937500 Penalty: 4704.717285
	Iteration 45F: 3 clusters Score -941710.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (31934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Entering Unmasked Estep 
Score: -3497328.500000 Penalty: 2572.113770
	Iteration 0F: 2 clusters Score -3497328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -3475602.000000 Penalty: 5144.227539
	Iteration 0F: 3 clusters Score -3475602 nChanged 14371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -3483536.500000 Penalty: 5144.227539
	Iteration 1F: 3 clusters Score -3483536 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -3484081.500000 Penalty: 5144.227539
	Iteration 2Q: 3 clusters Score -3484082 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -3484556.000000 Penalty: 5144.227539
	Iteration 3Q: 3 clusters Score -3484556 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -3485035.500000 Penalty: 5144.227539
	Iteration 4Q: 3 clusters Score -3485036 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -3485544.500000 Penalty: 5144.227539
	Iteration 5Q: 3 clusters Score -3485544 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -3486125.750000 Penalty: 5144.227539
	Iteration 6Q: 3 clusters Score -3486126 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -3486817.750000 Penalty: 5144.227539
	Iteration 7Q: 3 clusters Score -3486818 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -3487570.000000 Penalty: 5144.227539
	Iteration 8Q: 3 clusters Score -3487570 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -3488371.500000 Penalty: 5144.227539
	Iteration 9Q: 3 clusters Score -3488372 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -3489121.750000 Penalty: 5144.227539
	Iteration 10Q: 3 clusters Score -3489122 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -3489846.250000 Penalty: 5144.227539
	Iteration 11Q: 3 clusters Score -3489846 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -3490468.500000 Penalty: 5144.227539
	Iteration 12Q: 3 clusters Score -3490468 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -3490937.000000 Penalty: 5144.227539
	Iteration 13Q: 3 clusters Score -3490937 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -3491245.750000 Penalty: 5144.227539
	Iteration 14Q: 3 clusters Score -3491246 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -3491481.250000 Penalty: 5144.227539
	Iteration 15Q: 3 clusters Score -3491481 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -3491639.000000 Penalty: 5144.227539
	Iteration 16Q: 3 clusters Score -3491639 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -3491757.250000 Penalty: 5144.227539
	Iteration 17Q: 3 clusters Score -3491757 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -3491861.500000 Penalty: 5144.227539
	Iteration 18Q: 3 clusters Score -3491862 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -3491941.250000 Penalty: 5144.227539
	Iteration 19Q: 3 clusters Score -3491941 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -3492028.750000 Penalty: 5144.227539
	Iteration 20F: 3 clusters Score -3492029 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -3492094.750000 Penalty: 5144.227539
	Iteration 21Q: 3 clusters Score -3492095 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -3492200.500000 Penalty: 5144.227539
	Iteration 22Q: 3 clusters Score -3492200 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -3492279.250000 Penalty: 5144.227539
	Iteration 23Q: 3 clusters Score -3492279 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -3492389.250000 Penalty: 5144.227539
	Iteration 24Q: 3 clusters Score -3492389 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -3492466.500000 Penalty: 5144.227539
	Iteration 25Q: 3 clusters Score -3492466 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -3492540.000000 Penalty: 5144.227539
	Iteration 26Q: 3 clusters Score -3492540 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -3492624.000000 Penalty: 5144.227539
	Iteration 27Q: 3 clusters Score -3492624 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -3492709.000000 Penalty: 5144.227539
	Iteration 28Q: 3 clusters Score -3492709 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -3492773.500000 Penalty: 5144.227539
	Iteration 29Q: 3 clusters Score -3492774 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -3492873.250000 Penalty: 5144.227539
	Iteration 30Q: 3 clusters Score -3492873 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -3492967.750000 Penalty: 5144.227539
	Iteration 31Q: 3 clusters Score -3492968 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -3493079.000000 Penalty: 5144.227539
	Iteration 32Q: 3 clusters Score -3493079 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -3493170.250000 Penalty: 5144.227539
	Iteration 33Q: 3 clusters Score -3493170 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -3493289.000000 Penalty: 5144.227539
	Iteration 34Q: 3 clusters Score -3493289 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -3493392.000000 Penalty: 5144.227539
	Iteration 35Q: 3 clusters Score -3493392 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -3493503.000000 Penalty: 5144.227539
	Iteration 36Q: 3 clusters Score -3493503 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -3493613.000000 Penalty: 5144.227539
	Iteration 37Q: 3 clusters Score -3493613 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -3493725.500000 Penalty: 5144.227539
	Iteration 38Q: 3 clusters Score -3493726 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -3493856.250000 Penalty: 5144.227539
	Iteration 39Q: 3 clusters Score -3493856 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -3493975.750000 Penalty: 5144.227539
	Iteration 40F: 3 clusters Score -3493976 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -3494095.250000 Penalty: 5144.227539
	Iteration 41Q: 3 clusters Score -3494095 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -3494205.250000 Penalty: 5144.227539
	Iteration 42Q: 3 clusters Score -3494205 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -3494342.000000 Penalty: 5144.227539
	Iteration 43Q: 3 clusters Score -3494342 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -3494444.250000 Penalty: 5144.227539
	Iteration 44Q: 3 clusters Score -3494444 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -3494550.250000 Penalty: 5144.227539
	Iteration 45Q: 3 clusters Score -3494550 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -3494643.750000 Penalty: 5144.227539
	Iteration 46Q: 3 clusters Score -3494644 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3494746.500000 Penalty: 5144.227539
	Iteration 47Q: 3 clusters Score -3494746 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3494833.250000 Penalty: 5144.227539
	Iteration 48Q: 3 clusters Score -3494833 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3494904.750000 Penalty: 5144.227539
	Iteration 49Q: 3 clusters Score -3494905 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3494973.250000 Penalty: 5144.227539
	Iteration 50Q: 3 clusters Score -3494973 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3495012.500000 Penalty: 5144.227539
	Iteration 51Q: 3 clusters Score -3495012 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3495047.750000 Penalty: 5144.227539
	Iteration 52Q: 3 clusters Score -3495048 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3495085.000000 Penalty: 5144.227539
	Iteration 53Q: 3 clusters Score -3495085 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3495110.750000 Penalty: 5144.227539
	Iteration 54Q: 3 clusters Score -3495111 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3495149.250000 Penalty: 5144.227539
	Iteration 55Q: 3 clusters Score -3495149 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3495163.500000 Penalty: 5144.227539
	Iteration 56Q: 3 clusters Score -3495164 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3495188.250000 Penalty: 5144.227539
	Iteration 57Q: 3 clusters Score -3495188 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3495213.750000 Penalty: 5144.227539
	Iteration 58Q: 3 clusters Score -3495214 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3495229.750000 Penalty: 5144.227539
	Iteration 59Q: 3 clusters Score -3495230 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3495247.500000 Penalty: 5144.227539
	Iteration 60F: 3 clusters Score -3495248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3495254.500000 Penalty: 5144.227539
	Iteration 61Q: 3 clusters Score -3495254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3495254.500000 Penalty: 5144.227539
	Iteration 62Q: 3 clusters Score -3495254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3495260.500000 Penalty: 5144.227539
	Iteration 63Q: 3 clusters Score -3495260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3495269.000000 Penalty: 5144.227539
	Iteration 64Q: 3 clusters Score -3495269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3495273.250000 Penalty: 5144.227539
	Iteration 65Q: 3 clusters Score -3495273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3495275.750000 Penalty: 5144.227539
	Iteration 66Q: 3 clusters Score -3495276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3495285.000000 Penalty: 5144.227539
	Iteration 67Q: 3 clusters Score -3495285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3495289.500000 Penalty: 5144.227539
	Iteration 68Q: 3 clusters Score -3495290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3495293.250000 Penalty: 5144.227539
	Iteration 69Q: 3 clusters Score -3495293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3495298.250000 Penalty: 5144.227539
	Iteration 70Q: 3 clusters Score -3495298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3495303.500000 Penalty: 5144.227539
	Iteration 71Q: 3 clusters Score -3495304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3495302.750000 Penalty: 5144.227539
	Iteration 72Q: 3 clusters Score -3495303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3495309.250000 Penalty: 5144.227539
	Iteration 73Q: 3 clusters Score -3495309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3495304.750000 Penalty: 5144.227539
	Iteration 74Q: 3 clusters Score -3495305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3495314.000000 Penalty: 5144.227539
	Iteration 75Q: 3 clusters Score -3495314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3495320.750000 Penalty: 5144.227539
	Iteration 76Q: 3 clusters Score -3495321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3495321.500000 Penalty: 5144.227539
	Iteration 77Q: 3 clusters Score -3495322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3495327.250000 Penalty: 5144.227539
	Iteration 78Q: 3 clusters Score -3495327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3495326.000000 Penalty: 5144.227539
	Iteration 79Q: 3 clusters Score -3495326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3495327.500000 Penalty: 5144.227539
	Iteration 80F: 3 clusters Score -3495328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3495324.500000 Penalty: 5144.227539
	Iteration 81Q: 3 clusters Score -3495324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3495326.750000 Penalty: 5144.227539
	Iteration 82Q: 3 clusters Score -3495327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3495326.250000 Penalty: 5144.227539
	Iteration 83Q: 3 clusters Score -3495326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3495329.750000 Penalty: 5144.227539
	Iteration 84Q: 3 clusters Score -3495330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3495332.500000 Penalty: 5144.227539
	Iteration 85Q: 3 clusters Score -3495332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3495334.250000 Penalty: 5144.227539
	Iteration 86Q: 3 clusters Score -3495334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3495334.250000 Penalty: 5144.227539
	Iteration 87F: 3 clusters Score -3495334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Entering Unmasked Estep 
Score: -853981.875000 Penalty: 2225.987549
	Iteration 0F: 2 clusters Score -853981.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -847630.625000 Penalty: 4451.975098
	Iteration 0F: 3 clusters Score -847630.6 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -849335.750000 Penalty: 4451.975098
	Iteration 1F: 3 clusters Score -849335.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -849642.312500 Penalty: 4451.975098
	Iteration 2F: 3 clusters Score -849642.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -849920.875000 Penalty: 4451.975098
	Iteration 3F: 3 clusters Score -849920.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -850190.375000 Penalty: 4451.975098
	Iteration 4Q: 3 clusters Score -850190.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -850457.687500 Penalty: 4451.975098
	Iteration 5Q: 3 clusters Score -850457.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -850784.625000 Penalty: 4451.975098
	Iteration 6F: 3 clusters Score -850784.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -851076.000000 Penalty: 4451.975098
	Iteration 7F: 3 clusters Score -851076 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -851368.062500 Penalty: 4451.975098
	Iteration 8F: 3 clusters Score -851368.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -851680.812500 Penalty: 4451.975098
	Iteration 9F: 3 clusters Score -851680.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -851943.812500 Penalty: 4451.975098
	Iteration 10Q: 3 clusters Score -851943.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -852153.625000 Penalty: 4451.975098
	Iteration 11Q: 3 clusters Score -852153.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -852313.750000 Penalty: 4451.975098
	Iteration 12Q: 3 clusters Score -852313.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -852454.250000 Penalty: 4451.975098
	Iteration 13Q: 3 clusters Score -852454.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -852575.250000 Penalty: 4451.975098
	Iteration 14Q: 3 clusters Score -852575.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -852667.375000 Penalty: 4451.975098
	Iteration 15Q: 3 clusters Score -852667.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -852740.875000 Penalty: 4451.975098
	Iteration 16Q: 3 clusters Score -852740.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -852799.437500 Penalty: 4451.975098
	Iteration 17Q: 3 clusters Score -852799.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -852835.375000 Penalty: 4451.975098
	Iteration 18Q: 3 clusters Score -852835.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -852852.125000 Penalty: 4451.975098
	Iteration 19Q: 3 clusters Score -852852.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -852865.187500 Penalty: 4451.975098
	Iteration 20F: 3 clusters Score -852865.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -852877.875000 Penalty: 4451.975098
	Iteration 21Q: 3 clusters Score -852877.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -852884.750000 Penalty: 4451.975098
	Iteration 22Q: 3 clusters Score -852884.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -852888.687500 Penalty: 4451.975098
	Iteration 23Q: 3 clusters Score -852888.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -852889.937500 Penalty: 4451.975098
	Iteration 24Q: 3 clusters Score -852889.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -852893.312500 Penalty: 4451.975098
	Iteration 25Q: 3 clusters Score -852893.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -852898.375000 Penalty: 4451.975098
	Iteration 26Q: 3 clusters Score -852898.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -852901.562500 Penalty: 4451.975098
	Iteration 27Q: 3 clusters Score -852901.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -852907.062500 Penalty: 4451.975098
	Iteration 28Q: 3 clusters Score -852907.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -852910.875000 Penalty: 4451.975098
	Iteration 29Q: 3 clusters Score -852910.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -852910.937500 Penalty: 4451.975098
	Iteration 30Q: 3 clusters Score -852910.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -852913.187500 Penalty: 4451.975098
	Iteration 31Q: 3 clusters Score -852913.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -852916.875000 Penalty: 4451.975098
	Iteration 32Q: 3 clusters Score -852916.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -852915.687500 Penalty: 4451.975098
	Iteration 33Q: 3 clusters Score -852915.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -852917.812500 Penalty: 4451.975098
	Iteration 34Q: 3 clusters Score -852917.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -852917.375000 Penalty: 4451.975098
	Iteration 35Q: 3 clusters Score -852917.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -852917.375000 Penalty: 4451.975098
	Iteration 36F: 3 clusters Score -852917.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (17973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Entering Unmasked Estep 
Score: -1757282.250000 Penalty: 2429.563232
	Iteration 0F: 2 clusters Score -1757282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1744454.625000 Penalty: 4859.126465
	Iteration 0F: 3 clusters Score -1744455 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1748777.625000 Penalty: 4859.126465
	Iteration 1F: 3 clusters Score -1748778 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1749362.375000 Penalty: 4859.126465
	Iteration 2F: 3 clusters Score -1749362 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1749958.625000 Penalty: 4859.126465
	Iteration 3F: 3 clusters Score -1749959 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1750559.875000 Penalty: 4859.126465
	Iteration 4F: 3 clusters Score -1750560 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1751188.000000 Penalty: 4859.126465
	Iteration 5F: 3 clusters Score -1751188 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1751775.000000 Penalty: 4859.126465
	Iteration 6F: 3 clusters Score -1751775 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1752272.000000 Penalty: 4859.126465
	Iteration 7Q: 3 clusters Score -1752272 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1752716.875000 Penalty: 4859.126465
	Iteration 8Q: 3 clusters Score -1752717 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1753149.375000 Penalty: 4859.126465
	Iteration 9Q: 3 clusters Score -1753149 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1753527.500000 Penalty: 4859.126465
	Iteration 10Q: 3 clusters Score -1753528 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1753858.750000 Penalty: 4859.126465
	Iteration 11Q: 3 clusters Score -1753859 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1754156.375000 Penalty: 4859.126465
	Iteration 12Q: 3 clusters Score -1754156 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1754386.875000 Penalty: 4859.126465
	Iteration 13Q: 3 clusters Score -1754387 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1754547.875000 Penalty: 4859.126465
	Iteration 14Q: 3 clusters Score -1754548 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1754659.375000 Penalty: 4859.126465
	Iteration 15Q: 3 clusters Score -1754659 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -1754741.875000 Penalty: 4859.126465
	Iteration 16Q: 3 clusters Score -1754742 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1754805.750000 Penalty: 4859.126465
	Iteration 17Q: 3 clusters Score -1754806 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1754868.000000 Penalty: 4859.126465
	Iteration 18Q: 3 clusters Score -1754868 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1754941.500000 Penalty: 4859.126465
	Iteration 19Q: 3 clusters Score -1754942 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -1754989.500000 Penalty: 4859.126465
	Iteration 20F: 3 clusters Score -1754990 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1755031.750000 Penalty: 4859.126465
	Iteration 21Q: 3 clusters Score -1755032 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1755083.375000 Penalty: 4859.126465
	Iteration 22Q: 3 clusters Score -1755083 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -1755137.250000 Penalty: 4859.126465
	Iteration 23Q: 3 clusters Score -1755137 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -1755172.375000 Penalty: 4859.126465
	Iteration 24Q: 3 clusters Score -1755172 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -1755216.625000 Penalty: 4859.126465
	Iteration 25Q: 3 clusters Score -1755217 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -1755262.750000 Penalty: 4859.126465
	Iteration 26Q: 3 clusters Score -1755263 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -1755299.375000 Penalty: 4859.126465
	Iteration 27Q: 3 clusters Score -1755299 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -1755324.125000 Penalty: 4859.126465
	Iteration 28Q: 3 clusters Score -1755324 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -1755348.500000 Penalty: 4859.126465
	Iteration 29Q: 3 clusters Score -1755348 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1755368.375000 Penalty: 4859.126465
	Iteration 30Q: 3 clusters Score -1755368 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -1755387.000000 Penalty: 4859.126465
	Iteration 31Q: 3 clusters Score -1755387 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -1755398.750000 Penalty: 4859.126465
	Iteration 32Q: 3 clusters Score -1755399 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1755407.250000 Penalty: 4859.126465
	Iteration 33Q: 3 clusters Score -1755407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -1755414.625000 Penalty: 4859.126465
	Iteration 34Q: 3 clusters Score -1755415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -1755420.250000 Penalty: 4859.126465
	Iteration 35Q: 3 clusters Score -1755420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -1755429.375000 Penalty: 4859.126465
	Iteration 36Q: 3 clusters Score -1755429 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -1755440.625000 Penalty: 4859.126465
	Iteration 37Q: 3 clusters Score -1755441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -1755443.500000 Penalty: 4859.126465
	Iteration 38Q: 3 clusters Score -1755444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -1755443.625000 Penalty: 4859.126465
	Iteration 39Q: 3 clusters Score -1755444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -1755443.625000 Penalty: 4859.126465
	Iteration 40F: 3 clusters Score -1755444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -1755444.875000 Penalty: 4859.126465
	Iteration 41Q: 3 clusters Score -1755445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -1755452.125000 Penalty: 4859.126465
	Iteration 42Q: 3 clusters Score -1755452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -1755455.750000 Penalty: 4859.126465
	Iteration 43Q: 3 clusters Score -1755456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -1755459.875000 Penalty: 4859.126465
	Iteration 44Q: 3 clusters Score -1755460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -1755460.000000 Penalty: 4859.126465
	Iteration 45Q: 3 clusters Score -1755460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -1755462.000000 Penalty: 4859.126465
	Iteration 46Q: 3 clusters Score -1755462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -1755463.750000 Penalty: 4859.126465
	Iteration 47Q: 3 clusters Score -1755464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -1755460.125000 Penalty: 4859.126465
	Iteration 48Q: 3 clusters Score -1755460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -1755461.500000 Penalty: 4859.126465
	Iteration 49Q: 3 clusters Score -1755462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -1755465.125000 Penalty: 4859.126465
	Iteration 50Q: 3 clusters Score -1755465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -1755464.250000 Penalty: 4859.126465
	Iteration 51Q: 3 clusters Score -1755464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -1755468.250000 Penalty: 4859.126465
	Iteration 52Q: 3 clusters Score -1755468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -1755467.000000 Penalty: 4859.126465
	Iteration 53Q: 3 clusters Score -1755467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -1755467.500000 Penalty: 4859.126465
	Iteration 54Q: 3 clusters Score -1755468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -1755467.500000 Penalty: 4859.126465
	Iteration 55F: 3 clusters Score -1755468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (30052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Entering Unmasked Estep 
Score: -3263386.000000 Penalty: 2557.049805
	Iteration 0F: 2 clusters Score -3263386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -3242671.500000 Penalty: 5114.099609
	Iteration 0F: 3 clusters Score -3242672 nChanged 13524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -3250135.000000 Penalty: 5114.099609
	Iteration 1F: 3 clusters Score -3250135 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -3250716.750000 Penalty: 5114.099609
	Iteration 2Q: 3 clusters Score -3250717 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -3251307.750000 Penalty: 5114.099609
	Iteration 3Q: 3 clusters Score -3251308 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -3252014.000000 Penalty: 5114.099609
	Iteration 4Q: 3 clusters Score -3252014 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -3252973.250000 Penalty: 5114.099609
	Iteration 5F: 3 clusters Score -3252973 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -3254110.250000 Penalty: 5114.099609
	Iteration 6F: 3 clusters Score -3254110 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -3255548.000000 Penalty: 5114.099609
	Iteration 7F: 3 clusters Score -3255548 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -3257144.750000 Penalty: 5114.099609
	Iteration 8F: 3 clusters Score -3257145 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -3258531.250000 Penalty: 5114.099609
	Iteration 9F: 3 clusters Score -3258531 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -3259488.250000 Penalty: 5114.099609
	Iteration 10Q: 3 clusters Score -3259488 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -3260072.750000 Penalty: 5114.099609
	Iteration 11Q: 3 clusters Score -3260073 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -3260458.500000 Penalty: 5114.099609
	Iteration 12Q: 3 clusters Score -3260458 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -3260723.000000 Penalty: 5114.099609
	Iteration 13Q: 3 clusters Score -3260723 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -3260862.500000 Penalty: 5114.099609
	Iteration 14Q: 3 clusters Score -3260862 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -3260965.750000 Penalty: 5114.099609
	Iteration 15Q: 3 clusters Score -3260966 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -3261026.500000 Penalty: 5114.099609
	Iteration 16Q: 3 clusters Score -3261026 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -3261075.750000 Penalty: 5114.099609
	Iteration 17Q: 3 clusters Score -3261076 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -3261108.500000 Penalty: 5114.099609
	Iteration 18Q: 3 clusters Score -3261108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -3261133.250000 Penalty: 5114.099609
	Iteration 19Q: 3 clusters Score -3261133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -3261135.750000 Penalty: 5114.099609
	Iteration 20F: 3 clusters Score -3261136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -3261150.000000 Penalty: 5114.099609
	Iteration 21Q: 3 clusters Score -3261150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -3261165.000000 Penalty: 5114.099609
	Iteration 22Q: 3 clusters Score -3261165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -3261171.000000 Penalty: 5114.099609
	Iteration 23Q: 3 clusters Score -3261171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -3261182.500000 Penalty: 5114.099609
	Iteration 24Q: 3 clusters Score -3261182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -3261205.250000 Penalty: 5114.099609
	Iteration 25Q: 3 clusters Score -3261205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -3261217.000000 Penalty: 5114.099609
	Iteration 26Q: 3 clusters Score -3261217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -3261225.750000 Penalty: 5114.099609
	Iteration 27Q: 3 clusters Score -3261226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -3261233.750000 Penalty: 5114.099609
	Iteration 28Q: 3 clusters Score -3261234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -3261234.000000 Penalty: 5114.099609
	Iteration 29Q: 3 clusters Score -3261234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -3261234.000000 Penalty: 5114.099609
	Iteration 30Q: 3 clusters Score -3261234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -3261235.250000 Penalty: 5114.099609
	Iteration 31Q: 3 clusters Score -3261235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -3261235.250000 Penalty: 5114.099609
	Iteration 32F: 3 clusters Score -3261235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (14101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Entering Unmasked Estep 
Score: -1534174.750000 Penalty: 2369.392090
	Iteration 0F: 2 clusters Score -1534175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1523942.625000 Penalty: 4738.784180
	Iteration 0F: 3 clusters Score -1523943 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1527082.875000 Penalty: 4738.784180
	Iteration 1F: 3 clusters Score -1527083 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1527384.875000 Penalty: 4738.784180
	Iteration 2F: 3 clusters Score -1527385 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1527596.250000 Penalty: 4738.784180
	Iteration 3Q: 3 clusters Score -1527596 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1527768.750000 Penalty: 4738.784180
	Iteration 4Q: 3 clusters Score -1527769 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1527925.875000 Penalty: 4738.784180
	Iteration 5Q: 3 clusters Score -1527926 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1528065.375000 Penalty: 4738.784180
	Iteration 6Q: 3 clusters Score -1528065 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1528199.000000 Penalty: 4738.784180
	Iteration 7Q: 3 clusters Score -1528199 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1528370.750000 Penalty: 4738.784180
	Iteration 8Q: 3 clusters Score -1528371 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1528567.625000 Penalty: 4738.784180
	Iteration 9Q: 3 clusters Score -1528568 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1528818.750000 Penalty: 4738.784180
	Iteration 10Q: 3 clusters Score -1528819 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1529138.375000 Penalty: 4738.784180
	Iteration 11Q: 3 clusters Score -1529138 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1529514.125000 Penalty: 4738.784180
	Iteration 12Q: 3 clusters Score -1529514 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1529910.000000 Penalty: 4738.784180
	Iteration 13Q: 3 clusters Score -1529910 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1530340.000000 Penalty: 4738.784180
	Iteration 14Q: 3 clusters Score -1530340 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1530842.000000 Penalty: 4738.784180
	Iteration 15Q: 3 clusters Score -1530842 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1531399.750000 Penalty: 4738.784180
	Iteration 16Q: 3 clusters Score -1531400 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1531962.000000 Penalty: 4738.784180
	Iteration 17Q: 3 clusters Score -1531962 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1532339.750000 Penalty: 4738.784180
	Iteration 18Q: 3 clusters Score -1532340 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1532527.875000 Penalty: 4738.784180
	Iteration 19Q: 3 clusters Score -1532528 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1532622.375000 Penalty: 4738.784180
	Iteration 20F: 3 clusters Score -1532622 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1532685.125000 Penalty: 4738.784180
	Iteration 21Q: 3 clusters Score -1532685 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1532722.125000 Penalty: 4738.784180
	Iteration 22Q: 3 clusters Score -1532722 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1532748.000000 Penalty: 4738.784180
	Iteration 23Q: 3 clusters Score -1532748 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1532765.375000 Penalty: 4738.784180
	Iteration 24Q: 3 clusters Score -1532765 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1532771.500000 Penalty: 4738.784180
	Iteration 25Q: 3 clusters Score -1532772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1532779.500000 Penalty: 4738.784180
	Iteration 26Q: 3 clusters Score -1532780 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1532792.125000 Penalty: 4738.784180
	Iteration 27Q: 3 clusters Score -1532792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1532794.375000 Penalty: 4738.784180
	Iteration 28Q: 3 clusters Score -1532794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1532804.250000 Penalty: 4738.784180
	Iteration 29Q: 3 clusters Score -1532804 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1532814.625000 Penalty: 4738.784180
	Iteration 30Q: 3 clusters Score -1532815 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1532819.625000 Penalty: 4738.784180
	Iteration 31Q: 3 clusters Score -1532820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1532826.250000 Penalty: 4738.784180
	Iteration 32Q: 3 clusters Score -1532826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1532827.375000 Penalty: 4738.784180
	Iteration 33Q: 3 clusters Score -1532827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1532833.875000 Penalty: 4738.784180
	Iteration 34Q: 3 clusters Score -1532834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1532836.375000 Penalty: 4738.784180
	Iteration 35Q: 3 clusters Score -1532836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1532838.125000 Penalty: 4738.784180
	Iteration 36Q: 3 clusters Score -1532838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1532837.875000 Penalty: 4738.784180
	Iteration 37Q: 3 clusters Score -1532838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1532836.625000 Penalty: 4738.784180
	Iteration 38Q: 3 clusters Score -1532837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1532835.500000 Penalty: 4738.784180
	Iteration 39Q: 3 clusters Score -1532836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1532836.625000 Penalty: 4738.784180
	Iteration 40F: 3 clusters Score -1532837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1532838.375000 Penalty: 4738.784180
	Iteration 41Q: 3 clusters Score -1532838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1532838.375000 Penalty: 4738.784180
	Iteration 42F: 3 clusters Score -1532838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (18379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Entering Unmasked Estep 
Score: -1974335.625000 Penalty: 2435.103027
	Iteration 0F: 2 clusters Score -1974336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1961203.750000 Penalty: 4870.206055
	Iteration 0F: 3 clusters Score -1961204 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1965485.625000 Penalty: 4870.206055
	Iteration 1F: 3 clusters Score -1965486 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1965983.500000 Penalty: 4870.206055
	Iteration 2F: 3 clusters Score -1965984 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1966471.000000 Penalty: 4870.206055
	Iteration 3F: 3 clusters Score -1966471 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1966973.250000 Penalty: 4870.206055
	Iteration 4F: 3 clusters Score -1966973 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1967546.125000 Penalty: 4870.206055
	Iteration 5F: 3 clusters Score -1967546 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1968390.750000 Penalty: 4870.206055
	Iteration 6F: 3 clusters Score -1968391 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1969403.375000 Penalty: 4870.206055
	Iteration 7F: 3 clusters Score -1969403 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1970460.250000 Penalty: 4870.206055
	Iteration 8F: 3 clusters Score -1970460 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1971346.375000 Penalty: 4870.206055
	Iteration 9F: 3 clusters Score -1971346 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1971963.000000 Penalty: 4870.206055
	Iteration 10Q: 3 clusters Score -1971963 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -1972341.500000 Penalty: 4870.206055
	Iteration 11Q: 3 clusters Score -1972342 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1972565.500000 Penalty: 4870.206055
	Iteration 12Q: 3 clusters Score -1972566 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -1972732.000000 Penalty: 4870.206055
	Iteration 13Q: 3 clusters Score -1972732 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1972871.000000 Penalty: 4870.206055
	Iteration 14Q: 3 clusters Score -1972871 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -1972993.375000 Penalty: 4870.206055
	Iteration 15Q: 3 clusters Score -1972993 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1973067.250000 Penalty: 4870.206055
	Iteration 16Q: 3 clusters Score -1973067 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -1973093.250000 Penalty: 4870.206055
	Iteration 17Q: 3 clusters Score -1973093 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -1973112.375000 Penalty: 4870.206055
	Iteration 18Q: 3 clusters Score -1973112 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -1973122.750000 Penalty: 4870.206055
	Iteration 19Q: 3 clusters Score -1973123 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -1973137.875000 Penalty: 4870.206055
	Iteration 20F: 3 clusters Score -1973138 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -1973147.375000 Penalty: 4870.206055
	Iteration 21Q: 3 clusters Score -1973147 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -1973154.000000 Penalty: 4870.206055
	Iteration 22Q: 3 clusters Score -1973154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -1973160.000000 Penalty: 4870.206055
	Iteration 23Q: 3 clusters Score -1973160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -1973166.750000 Penalty: 4870.206055
	Iteration 24Q: 3 clusters Score -1973167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -1973170.125000 Penalty: 4870.206055
	Iteration 25Q: 3 clusters Score -1973170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -1973168.875000 Penalty: 4870.206055
	Iteration 26Q: 3 clusters Score -1973169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -1973174.875000 Penalty: 4870.206055
	Iteration 27Q: 3 clusters Score -1973175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -1973175.625000 Penalty: 4870.206055
	Iteration 28Q: 3 clusters Score -1973176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -1973171.750000 Penalty: 4870.206055
	Iteration 29Q: 3 clusters Score -1973172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -1973174.000000 Penalty: 4870.206055
	Iteration 30Q: 3 clusters Score -1973174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -1973173.250000 Penalty: 4870.206055
	Iteration 31Q: 3 clusters Score -1973173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -1973173.625000 Penalty: 4870.206055
	Iteration 32Q: 3 clusters Score -1973174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -1973172.500000 Penalty: 4870.206055
	Iteration 33Q: 3 clusters Score -1973172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -1973172.000000 Penalty: 4870.206055
	Iteration 34Q: 3 clusters Score -1973172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -1973171.375000 Penalty: 4870.206055
	Iteration 35Q: 3 clusters Score -1973171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -1973171.375000 Penalty: 4870.206055
	Iteration 36F: 3 clusters Score -1973171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -40831.488281 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -40831.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -39343.734375 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -39343.73 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -39552.679688 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -39552.68 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -39660.000000 Penalty: 3064.260254
	Iteration 2F: 3 clusters Score -39660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -39719.421875 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -39719.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -39737.191406 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -39737.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -39757.042969 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -39757.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -39784.414062 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -39784.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -39835.355469 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -39835.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -39960.000000 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -39960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40042.812500 Penalty: 3064.260254
	Iteration 9Q: 3 clusters Score -40042.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -40062.707031 Penalty: 3064.260254
	Iteration 10Q: 3 clusters Score -40062.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40079.113281 Penalty: 3064.260254
	Iteration 11Q: 3 clusters Score -40079.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40087.675781 Penalty: 3064.260254
	Iteration 12Q: 3 clusters Score -40087.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -40105.535156 Penalty: 3064.260254
	Iteration 13Q: 3 clusters Score -40105.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -40125.824219 Penalty: 3064.260254
	Iteration 14Q: 3 clusters Score -40125.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -40125.824219 Penalty: 3064.260254
	Iteration 15F: 3 clusters Score -40125.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -40073.984375 Penalty: 1463.853027
	Iteration 0F: 2 clusters Score -40073.98 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 172 members 
Entering Unmasked Estep 
Score: -38701.480469 Penalty: 2927.706055
	Iteration 0F: 3 clusters Score -38701.48 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -38831.000000 Penalty: 2927.706055
	Iteration 1F: 3 clusters Score -38831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38856.542969 Penalty: 2927.706055
	Iteration 2Q: 3 clusters Score -38856.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38862.011719 Penalty: 2927.706055
	Iteration 3Q: 3 clusters Score -38862.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -38867.351562 Penalty: 2927.706055
	Iteration 4Q: 3 clusters Score -38867.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -38869.980469 Penalty: 2927.706055
	Iteration 5Q: 3 clusters Score -38869.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -38869.980469 Penalty: 2927.706055
	Iteration 6F: 3 clusters Score -38869.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Entering Unmasked Estep 
Score: -962092.250000 Penalty: 2263.539795
	Iteration 0F: 2 clusters Score -962092.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -954913.750000 Penalty: 4527.079590
	Iteration 0F: 3 clusters Score -954913.8 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -957069.937500 Penalty: 4527.079590
	Iteration 1F: 3 clusters Score -957069.9 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -957506.687500 Penalty: 4527.079590
	Iteration 2F: 3 clusters Score -957506.7 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -957856.437500 Penalty: 4527.079590
	Iteration 3F: 3 clusters Score -957856.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -958241.000000 Penalty: 4527.079590
	Iteration 4F: 3 clusters Score -958241 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -958646.125000 Penalty: 4527.079590
	Iteration 5F: 3 clusters Score -958646.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -959002.625000 Penalty: 4527.079590
	Iteration 6Q: 3 clusters Score -959002.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -959272.062500 Penalty: 4527.079590
	Iteration 7Q: 3 clusters Score -959272.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -959504.562500 Penalty: 4527.079590
	Iteration 8Q: 3 clusters Score -959504.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -959708.687500 Penalty: 4527.079590
	Iteration 9Q: 3 clusters Score -959708.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -959906.750000 Penalty: 4527.079590
	Iteration 10Q: 3 clusters Score -959906.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -960092.875000 Penalty: 4527.079590
	Iteration 11Q: 3 clusters Score -960092.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -960259.187500 Penalty: 4527.079590
	Iteration 12Q: 3 clusters Score -960259.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -960405.625000 Penalty: 4527.079590
	Iteration 13Q: 3 clusters Score -960405.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -960514.625000 Penalty: 4527.079590
	Iteration 14Q: 3 clusters Score -960514.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -960581.250000 Penalty: 4527.079590
	Iteration 15Q: 3 clusters Score -960581.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -960646.125000 Penalty: 4527.079590
	Iteration 16Q: 3 clusters Score -960646.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -960719.937500 Penalty: 4527.079590
	Iteration 17Q: 3 clusters Score -960719.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -960804.375000 Penalty: 4527.079590
	Iteration 18Q: 3 clusters Score -960804.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -960879.687500 Penalty: 4527.079590
	Iteration 19Q: 3 clusters Score -960879.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -960970.312500 Penalty: 4527.079590
	Iteration 20F: 3 clusters Score -960970.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -961058.312500 Penalty: 4527.079590
	Iteration 21Q: 3 clusters Score -961058.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -961177.000000 Penalty: 4527.079590
	Iteration 22Q: 3 clusters Score -961177 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -961295.937500 Penalty: 4527.079590
	Iteration 23Q: 3 clusters Score -961295.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -961401.750000 Penalty: 4527.079590
	Iteration 24Q: 3 clusters Score -961401.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -961466.750000 Penalty: 4527.079590
	Iteration 25Q: 3 clusters Score -961466.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -961500.937500 Penalty: 4527.079590
	Iteration 26Q: 3 clusters Score -961500.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -961516.562500 Penalty: 4527.079590
	Iteration 27Q: 3 clusters Score -961516.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -961523.500000 Penalty: 4527.079590
	Iteration 28Q: 3 clusters Score -961523.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -961529.250000 Penalty: 4527.079590
	Iteration 29Q: 3 clusters Score -961529.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -961530.750000 Penalty: 4527.079590
	Iteration 30Q: 3 clusters Score -961530.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -961534.625000 Penalty: 4527.079590
	Iteration 31Q: 3 clusters Score -961534.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -961532.437500 Penalty: 4527.079590
	Iteration 32Q: 3 clusters Score -961532.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -961532.437500 Penalty: 4527.079590
	Iteration 33F: 3 clusters Score -961532.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (17146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Entering Unmasked Estep 
Score: -1867809.125000 Penalty: 2417.881104
	Iteration 0F: 2 clusters Score -1867809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1855497.500000 Penalty: 4835.762207
	Iteration 0F: 3 clusters Score -1855498 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1859697.125000 Penalty: 4835.762207
	Iteration 1F: 3 clusters Score -1859697 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1860174.375000 Penalty: 4835.762207
	Iteration 2F: 3 clusters Score -1860174 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1860609.250000 Penalty: 4835.762207
	Iteration 3F: 3 clusters Score -1860609 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1861014.000000 Penalty: 4835.762207
	Iteration 4Q: 3 clusters Score -1861014 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1861437.375000 Penalty: 4835.762207
	Iteration 5Q: 3 clusters Score -1861437 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1861821.500000 Penalty: 4835.762207
	Iteration 6Q: 3 clusters Score -1861822 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1862205.750000 Penalty: 4835.762207
	Iteration 7Q: 3 clusters Score -1862206 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1862546.750000 Penalty: 4835.762207
	Iteration 8Q: 3 clusters Score -1862547 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1862894.250000 Penalty: 4835.762207
	Iteration 9Q: 3 clusters Score -1862894 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1863214.000000 Penalty: 4835.762207
	Iteration 10Q: 3 clusters Score -1863214 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1863502.000000 Penalty: 4835.762207
	Iteration 11Q: 3 clusters Score -1863502 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1863766.375000 Penalty: 4835.762207
	Iteration 12Q: 3 clusters Score -1863766 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1864017.000000 Penalty: 4835.762207
	Iteration 13Q: 3 clusters Score -1864017 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -1864271.250000 Penalty: 4835.762207
	Iteration 14Q: 3 clusters Score -1864271 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -1864516.500000 Penalty: 4835.762207
	Iteration 15Q: 3 clusters Score -1864516 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -1864740.625000 Penalty: 4835.762207
	Iteration 16Q: 3 clusters Score -1864741 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -1864952.000000 Penalty: 4835.762207
	Iteration 17Q: 3 clusters Score -1864952 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -1865116.250000 Penalty: 4835.762207
	Iteration 18Q: 3 clusters Score -1865116 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -1865247.125000 Penalty: 4835.762207
	Iteration 19Q: 3 clusters Score -1865247 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -1865357.000000 Penalty: 4835.762207
	Iteration 20F: 3 clusters Score -1865357 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -1865462.125000 Penalty: 4835.762207
	Iteration 21Q: 3 clusters Score -1865462 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -1865527.875000 Penalty: 4835.762207
	Iteration 22Q: 3 clusters Score -1865528 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -1865569.375000 Penalty: 4835.762207
	Iteration 23Q: 3 clusters Score -1865569 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -1865595.250000 Penalty: 4835.762207
	Iteration 24Q: 3 clusters Score -1865595 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -1865618.625000 Penalty: 4835.762207
	Iteration 25Q: 3 clusters Score -1865619 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -1865633.875000 Penalty: 4835.762207
	Iteration 26Q: 3 clusters Score -1865634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -1865648.375000 Penalty: 4835.762207
	Iteration 27Q: 3 clusters Score -1865648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -1865656.750000 Penalty: 4835.762207
	Iteration 28Q: 3 clusters Score -1865657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -1865659.125000 Penalty: 4835.762207
	Iteration 29Q: 3 clusters Score -1865659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -1865662.875000 Penalty: 4835.762207
	Iteration 30Q: 3 clusters Score -1865663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -1865671.750000 Penalty: 4835.762207
	Iteration 31Q: 3 clusters Score -1865672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -1865677.500000 Penalty: 4835.762207
	Iteration 32Q: 3 clusters Score -1865678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -1865680.000000 Penalty: 4835.762207
	Iteration 33Q: 3 clusters Score -1865680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -1865680.500000 Penalty: 4835.762207
	Iteration 34Q: 3 clusters Score -1865680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -1865679.500000 Penalty: 4835.762207
	Iteration 35Q: 3 clusters Score -1865680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -1865677.000000 Penalty: 4835.762207
	Iteration 36Q: 3 clusters Score -1865677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -1865680.875000 Penalty: 4835.762207
	Iteration 37Q: 3 clusters Score -1865681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -1865684.875000 Penalty: 4835.762207
	Iteration 38Q: 3 clusters Score -1865685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -1865690.375000 Penalty: 4835.762207
	Iteration 39Q: 3 clusters Score -1865690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -1865691.500000 Penalty: 4835.762207
	Iteration 40F: 3 clusters Score -1865692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -1865698.875000 Penalty: 4835.762207
	Iteration 41Q: 3 clusters Score -1865699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -1865701.250000 Penalty: 4835.762207
	Iteration 42Q: 3 clusters Score -1865701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -1865699.500000 Penalty: 4835.762207
	Iteration 43Q: 3 clusters Score -1865700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -1865702.375000 Penalty: 4835.762207
	Iteration 44Q: 3 clusters Score -1865702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -1865707.125000 Penalty: 4835.762207
	Iteration 45Q: 3 clusters Score -1865707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -1865709.125000 Penalty: 4835.762207
	Iteration 46Q: 3 clusters Score -1865709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -1865709.375000 Penalty: 4835.762207
	Iteration 47Q: 3 clusters Score -1865709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -1865713.125000 Penalty: 4835.762207
	Iteration 48Q: 3 clusters Score -1865713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -1865716.125000 Penalty: 4835.762207
	Iteration 49Q: 3 clusters Score -1865716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -1865723.875000 Penalty: 4835.762207
	Iteration 50Q: 3 clusters Score -1865724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -1865727.125000 Penalty: 4835.762207
	Iteration 51Q: 3 clusters Score -1865727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -1865730.000000 Penalty: 4835.762207
	Iteration 52Q: 3 clusters Score -1865730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -1865734.625000 Penalty: 4835.762207
	Iteration 53Q: 3 clusters Score -1865735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -1865735.000000 Penalty: 4835.762207
	Iteration 54Q: 3 clusters Score -1865735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -1865737.750000 Penalty: 4835.762207
	Iteration 55Q: 3 clusters Score -1865738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -1865741.250000 Penalty: 4835.762207
	Iteration 56Q: 3 clusters Score -1865741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -1865745.000000 Penalty: 4835.762207
	Iteration 57Q: 3 clusters Score -1865745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -1865743.500000 Penalty: 4835.762207
	Iteration 58Q: 3 clusters Score -1865744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -1865748.000000 Penalty: 4835.762207
	Iteration 59Q: 3 clusters Score -1865748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -1865748.875000 Penalty: 4835.762207
	Iteration 60F: 3 clusters Score -1865749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -1865754.625000 Penalty: 4835.762207
	Iteration 61Q: 3 clusters Score -1865755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -1865755.125000 Penalty: 4835.762207
	Iteration 62Q: 3 clusters Score -1865755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -1865755.125000 Penalty: 4835.762207
	Iteration 63Q: 3 clusters Score -1865755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -1865755.125000 Penalty: 4835.762207
	Iteration 64F: 3 clusters Score -1865755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -94153.664062 Penalty: 1708.871094
	Iteration 0F: 2 clusters Score -94153.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -92279.289062 Penalty: 3417.742188
	Iteration 0F: 3 clusters Score -92279.29 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -92691.367188 Penalty: 3417.742188
	Iteration 1F: 3 clusters Score -92691.37 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -92920.242188 Penalty: 3417.742188
	Iteration 2F: 3 clusters Score -92920.24 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -93199.148438 Penalty: 3417.742188
	Iteration 3F: 3 clusters Score -93199.15 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -93538.265625 Penalty: 3417.742188
	Iteration 4F: 3 clusters Score -93538.27 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -93824.296875 Penalty: 3417.742188
	Iteration 5F: 3 clusters Score -93824.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -94044.570312 Penalty: 3417.742188
	Iteration 6Q: 3 clusters Score -94044.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -94115.117188 Penalty: 3417.742188
	Iteration 7Q: 3 clusters Score -94115.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -94186.828125 Penalty: 3417.742188
	Iteration 8Q: 3 clusters Score -94186.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -94266.265625 Penalty: 3417.742188
	Iteration 9Q: 3 clusters Score -94266.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -94355.421875 Penalty: 3417.742188
	Iteration 10Q: 3 clusters Score -94355.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -94412.171875 Penalty: 3417.742188
	Iteration 11Q: 3 clusters Score -94412.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -94427.968750 Penalty: 3417.742188
	Iteration 12Q: 3 clusters Score -94427.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -94441.671875 Penalty: 3417.742188
	Iteration 13Q: 3 clusters Score -94441.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -94462.054688 Penalty: 3417.742188
	Iteration 14Q: 3 clusters Score -94462.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -94476.210938 Penalty: 3417.742188
	Iteration 15Q: 3 clusters Score -94476.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -94492.421875 Penalty: 3417.742188
	Iteration 16Q: 3 clusters Score -94492.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -94507.171875 Penalty: 3417.742188
	Iteration 17Q: 3 clusters Score -94507.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -94517.250000 Penalty: 3417.742188
	Iteration 18Q: 3 clusters Score -94517.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -94531.796875 Penalty: 3417.742188
	Iteration 19Q: 3 clusters Score -94531.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -94545.164062 Penalty: 3417.742188
	Iteration 20F: 3 clusters Score -94545.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -94556.437500 Penalty: 3417.742188
	Iteration 21Q: 3 clusters Score -94556.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -94562.929688 Penalty: 3417.742188
	Iteration 22Q: 3 clusters Score -94562.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -94568.093750 Penalty: 3417.742188
	Iteration 23Q: 3 clusters Score -94568.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -94571.656250 Penalty: 3417.742188
	Iteration 24Q: 3 clusters Score -94571.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -94572.351562 Penalty: 3417.742188
	Iteration 25Q: 3 clusters Score -94572.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -94572.351562 Penalty: 3417.742188
	Iteration 26F: 3 clusters Score -94572.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 24039 members 
Mstep: Class 3 contains 8275 members 
Mstep: Class 4 contains 12403 members 
Mstep: Class 5 contains 7878 members 
Mstep: Class 6 contains 16426 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 19161 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 27605 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 89393 members 
Mstep: Class 16 contains 14304 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 35582 members 
Mstep: Class 19 contains 40014 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 20391 members 
Mstep: Class 22 contains 3334 members 
Mstep: Class 23 contains 1769 members 
Mstep: Class 24 contains 19485 members 
Mstep: Class 25 contains 4503 members 
Mstep: Class 26 contains 4827 members 
Mstep: Class 27 contains 13956 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 13165 members 
Mstep: Class 31 contains 31934 members 
Mstep: Class 32 contains 7909 members 
Mstep: Class 33 contains 17973 members 
Mstep: Class 34 contains 30052 members 
Mstep: Class 35 contains 14101 members 
Mstep: Class 36 contains 18379 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 9202 members 
Mstep: Class 40 contains 17146 members 
Mstep: Class 41 contains 631 members 
Mstep: Class 42 contains 3830 members 
Mstep: Class 43 contains 30382 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 4633 members 
Mstep: Class 46 contains 423 members 
Mstep: Class 47 contains 9217 members 
Mstep: Class 48 contains 4833 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 294 members 
Mstep: Class 51 contains 352 members 
Entering Unmasked Estep 
Score: -64768980.000000 Penalty: 169255.156250
Splitting cluster 41 changes total score from -64770188.000000 to -64768980.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (3830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Entering Unmasked Estep 
Score: -307776.750000 Penalty: 2046.153687
	Iteration 0F: 2 clusters Score -307776.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -303946.312500 Penalty: 4092.307373
	Iteration 0F: 3 clusters Score -303946.3 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -304835.968750 Penalty: 4092.307373
	Iteration 1F: 3 clusters Score -304836 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -305069.812500 Penalty: 4092.307373
	Iteration 2F: 3 clusters Score -305069.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -305238.750000 Penalty: 4092.307373
	Iteration 3F: 3 clusters Score -305238.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -305353.718750 Penalty: 4092.307373
	Iteration 4Q: 3 clusters Score -305353.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -305446.968750 Penalty: 4092.307373
	Iteration 5Q: 3 clusters Score -305447 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -305527.312500 Penalty: 4092.307373
	Iteration 6Q: 3 clusters Score -305527.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -305614.906250 Penalty: 4092.307373
	Iteration 7Q: 3 clusters Score -305614.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -305689.843750 Penalty: 4092.307373
	Iteration 8Q: 3 clusters Score -305689.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -305748.781250 Penalty: 4092.307373
	Iteration 9Q: 3 clusters Score -305748.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -305809.843750 Penalty: 4092.307373
	Iteration 10Q: 3 clusters Score -305809.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -305860.281250 Penalty: 4092.307373
	Iteration 11Q: 3 clusters Score -305860.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -305906.250000 Penalty: 4092.307373
	Iteration 12Q: 3 clusters Score -305906.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -305944.125000 Penalty: 4092.307373
	Iteration 13Q: 3 clusters Score -305944.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -305969.875000 Penalty: 4092.307373
	Iteration 14Q: 3 clusters Score -305969.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -305986.468750 Penalty: 4092.307373
	Iteration 15Q: 3 clusters Score -305986.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -306002.312500 Penalty: 4092.307373
	Iteration 16Q: 3 clusters Score -306002.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -306018.312500 Penalty: 4092.307373
	Iteration 17Q: 3 clusters Score -306018.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -306029.593750 Penalty: 4092.307373
	Iteration 18Q: 3 clusters Score -306029.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -306042.593750 Penalty: 4092.307373
	Iteration 19Q: 3 clusters Score -306042.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -306052.718750 Penalty: 4092.307373
	Iteration 20F: 3 clusters Score -306052.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -306061.125000 Penalty: 4092.307373
	Iteration 21Q: 3 clusters Score -306061.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -306063.187500 Penalty: 4092.307373
	Iteration 22Q: 3 clusters Score -306063.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -306063.218750 Penalty: 4092.307373
	Iteration 23Q: 3 clusters Score -306063.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -306064.968750 Penalty: 4092.307373
	Iteration 24Q: 3 clusters Score -306065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -306067.125000 Penalty: 4092.307373
	Iteration 25Q: 3 clusters Score -306067.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -306068.906250 Penalty: 4092.307373
	Iteration 26Q: 3 clusters Score -306068.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -306071.781250 Penalty: 4092.307373
	Iteration 27Q: 3 clusters Score -306071.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -306074.218750 Penalty: 4092.307373
	Iteration 28Q: 3 clusters Score -306074.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -306077.437500 Penalty: 4092.307373
	Iteration 29Q: 3 clusters Score -306077.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -306081.718750 Penalty: 4092.307373
	Iteration 30Q: 3 clusters Score -306081.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -306083.031250 Penalty: 4092.307373
	Iteration 31Q: 3 clusters Score -306083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -306084.437500 Penalty: 4092.307373
	Iteration 32Q: 3 clusters Score -306084.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -306086.093750 Penalty: 4092.307373
	Iteration 33Q: 3 clusters Score -306086.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -306087.125000 Penalty: 4092.307373
	Iteration 34Q: 3 clusters Score -306087.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -306088.937500 Penalty: 4092.307373
	Iteration 35Q: 3 clusters Score -306088.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -306092.500000 Penalty: 4092.307373
	Iteration 36Q: 3 clusters Score -306092.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -306094.531250 Penalty: 4092.307373
	Iteration 37Q: 3 clusters Score -306094.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -306097.593750 Penalty: 4092.307373
	Iteration 38Q: 3 clusters Score -306097.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -306102.062500 Penalty: 4092.307373
	Iteration 39Q: 3 clusters Score -306102.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -306104.781250 Penalty: 4092.307373
	Iteration 40F: 3 clusters Score -306104.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -306108.718750 Penalty: 4092.307373
	Iteration 41Q: 3 clusters Score -306108.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -306113.218750 Penalty: 4092.307373
	Iteration 42Q: 3 clusters Score -306113.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -306118.281250 Penalty: 4092.307373
	Iteration 43Q: 3 clusters Score -306118.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -306120.687500 Penalty: 4092.307373
	Iteration 44Q: 3 clusters Score -306120.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -306122.906250 Penalty: 4092.307373
	Iteration 45Q: 3 clusters Score -306122.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -306124.875000 Penalty: 4092.307373
	Iteration 46Q: 3 clusters Score -306124.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -306129.062500 Penalty: 4092.307373
	Iteration 47Q: 3 clusters Score -306129.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -306133.843750 Penalty: 4092.307373
	Iteration 48Q: 3 clusters Score -306133.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -306140.562500 Penalty: 4092.307373
	Iteration 49Q: 3 clusters Score -306140.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -306143.593750 Penalty: 4092.307373
	Iteration 50Q: 3 clusters Score -306143.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -306146.625000 Penalty: 4092.307373
	Iteration 51Q: 3 clusters Score -306146.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -306148.843750 Penalty: 4092.307373
	Iteration 52Q: 3 clusters Score -306148.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -306150.656250 Penalty: 4092.307373
	Iteration 53Q: 3 clusters Score -306150.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -306150.312500 Penalty: 4092.307373
	Iteration 54Q: 3 clusters Score -306150.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -306151.375000 Penalty: 4092.307373
	Iteration 55Q: 3 clusters Score -306151.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -306151.750000 Penalty: 4092.307373
	Iteration 56Q: 3 clusters Score -306151.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -306154.218750 Penalty: 4092.307373
	Iteration 57Q: 3 clusters Score -306154.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -306154.781250 Penalty: 4092.307373
	Iteration 58Q: 3 clusters Score -306154.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -306155.281250 Penalty: 4092.307373
	Iteration 59Q: 3 clusters Score -306155.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -306156.000000 Penalty: 4092.307373
	Iteration 60F: 3 clusters Score -306156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -306157.312500 Penalty: 4092.307373
	Iteration 61Q: 3 clusters Score -306157.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -306157.468750 Penalty: 4092.307373
	Iteration 62Q: 3 clusters Score -306157.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -306157.468750 Penalty: 4092.307373
	Iteration 63F: 3 clusters Score -306157.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (30382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Entering Unmasked Estep 
Score: -3274018.000000 Penalty: 2559.758301
	Iteration 0F: 2 clusters Score -3274018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -3253292.500000 Penalty: 5119.516602
	Iteration 0F: 3 clusters Score -3253292 nChanged 13742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -3260749.500000 Penalty: 5119.516602
	Iteration 1F: 3 clusters Score -3260750 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -3261295.750000 Penalty: 5119.516602
	Iteration 2F: 3 clusters Score -3261296 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -3261765.750000 Penalty: 5119.516602
	Iteration 3Q: 3 clusters Score -3261766 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -3262230.750000 Penalty: 5119.516602
	Iteration 4Q: 3 clusters Score -3262231 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -3262751.500000 Penalty: 5119.516602
	Iteration 5Q: 3 clusters Score -3262752 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -3263306.250000 Penalty: 5119.516602
	Iteration 6Q: 3 clusters Score -3263306 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -3263902.250000 Penalty: 5119.516602
	Iteration 7Q: 3 clusters Score -3263902 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -3264674.750000 Penalty: 5119.516602
	Iteration 8Q: 3 clusters Score -3264675 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -3265638.500000 Penalty: 5119.516602
	Iteration 9F: 3 clusters Score -3265638 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -3266783.750000 Penalty: 5119.516602
	Iteration 10F: 3 clusters Score -3266784 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -3267968.500000 Penalty: 5119.516602
	Iteration 11F: 3 clusters Score -3267968 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -3269090.500000 Penalty: 5119.516602
	Iteration 12Q: 3 clusters Score -3269090 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -3270048.500000 Penalty: 5119.516602
	Iteration 13Q: 3 clusters Score -3270048 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -3270626.250000 Penalty: 5119.516602
	Iteration 14Q: 3 clusters Score -3270626 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -3270947.250000 Penalty: 5119.516602
	Iteration 15Q: 3 clusters Score -3270947 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -3271090.250000 Penalty: 5119.516602
	Iteration 16Q: 3 clusters Score -3271090 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -3271189.250000 Penalty: 5119.516602
	Iteration 17Q: 3 clusters Score -3271189 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -3271237.250000 Penalty: 5119.516602
	Iteration 18Q: 3 clusters Score -3271237 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -3271288.750000 Penalty: 5119.516602
	Iteration 19Q: 3 clusters Score -3271289 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -3271323.500000 Penalty: 5119.516602
	Iteration 20F: 3 clusters Score -3271324 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -3271363.750000 Penalty: 5119.516602
	Iteration 21Q: 3 clusters Score -3271364 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -3271394.500000 Penalty: 5119.516602
	Iteration 22Q: 3 clusters Score -3271394 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -3271414.500000 Penalty: 5119.516602
	Iteration 23Q: 3 clusters Score -3271414 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -3271435.000000 Penalty: 5119.516602
	Iteration 24Q: 3 clusters Score -3271435 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -3271450.250000 Penalty: 5119.516602
	Iteration 25Q: 3 clusters Score -3271450 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -3271485.000000 Penalty: 5119.516602
	Iteration 26Q: 3 clusters Score -3271485 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -3271504.750000 Penalty: 5119.516602
	Iteration 27Q: 3 clusters Score -3271505 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -3271522.500000 Penalty: 5119.516602
	Iteration 28Q: 3 clusters Score -3271522 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -3271549.250000 Penalty: 5119.516602
	Iteration 29Q: 3 clusters Score -3271549 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -3271558.000000 Penalty: 5119.516602
	Iteration 30Q: 3 clusters Score -3271558 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -3271560.000000 Penalty: 5119.516602
	Iteration 31Q: 3 clusters Score -3271560 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -3271570.000000 Penalty: 5119.516602
	Iteration 32Q: 3 clusters Score -3271570 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -3271592.250000 Penalty: 5119.516602
	Iteration 33Q: 3 clusters Score -3271592 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -3271593.250000 Penalty: 5119.516602
	Iteration 34Q: 3 clusters Score -3271593 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -3271603.750000 Penalty: 5119.516602
	Iteration 35Q: 3 clusters Score -3271604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -3271601.500000 Penalty: 5119.516602
	Iteration 36Q: 3 clusters Score -3271602 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -3271606.000000 Penalty: 5119.516602
	Iteration 37Q: 3 clusters Score -3271606 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -3271602.250000 Penalty: 5119.516602
	Iteration 38Q: 3 clusters Score -3271602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -3271612.250000 Penalty: 5119.516602
	Iteration 39Q: 3 clusters Score -3271612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -3271624.000000 Penalty: 5119.516602
	Iteration 40F: 3 clusters Score -3271624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -3271624.750000 Penalty: 5119.516602
	Iteration 41Q: 3 clusters Score -3271625 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -3271634.000000 Penalty: 5119.516602
	Iteration 42Q: 3 clusters Score -3271634 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -3271640.750000 Penalty: 5119.516602
	Iteration 43Q: 3 clusters Score -3271641 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -3271644.250000 Penalty: 5119.516602
	Iteration 44Q: 3 clusters Score -3271644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -3271643.500000 Penalty: 5119.516602
	Iteration 45Q: 3 clusters Score -3271644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -3271641.500000 Penalty: 5119.516602
	Iteration 46Q: 3 clusters Score -3271642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -3271640.750000 Penalty: 5119.516602
	Iteration 47Q: 3 clusters Score -3271641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -3271641.000000 Penalty: 5119.516602
	Iteration 48Q: 3 clusters Score -3271641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -3271643.500000 Penalty: 5119.516602
	Iteration 49Q: 3 clusters Score -3271644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -3271647.000000 Penalty: 5119.516602
	Iteration 50Q: 3 clusters Score -3271647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -3271641.000000 Penalty: 5119.516602
	Iteration 51Q: 3 clusters Score -3271641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -3271641.250000 Penalty: 5119.516602
	Iteration 52Q: 3 clusters Score -3271641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -3271639.000000 Penalty: 5119.516602
	Iteration 53Q: 3 clusters Score -3271639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -3271638.500000 Penalty: 5119.516602
	Iteration 54Q: 3 clusters Score -3271638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -3271639.750000 Penalty: 5119.516602
	Iteration 55Q: 3 clusters Score -3271640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -3271642.250000 Penalty: 5119.516602
	Iteration 56Q: 3 clusters Score -3271642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -3271639.000000 Penalty: 5119.516602
	Iteration 57Q: 3 clusters Score -3271639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -3271638.750000 Penalty: 5119.516602
	Iteration 58Q: 3 clusters Score -3271639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -3271639.000000 Penalty: 5119.516602
	Iteration 59Q: 3 clusters Score -3271639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -3271646.750000 Penalty: 5119.516602
	Iteration 60F: 3 clusters Score -3271647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -3271652.750000 Penalty: 5119.516602
	Iteration 61Q: 3 clusters Score -3271653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -3271643.500000 Penalty: 5119.516602
	Iteration 62Q: 3 clusters Score -3271644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -3271643.750000 Penalty: 5119.516602
	Iteration 63Q: 3 clusters Score -3271644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -3271635.500000 Penalty: 5119.516602
	Iteration 64Q: 3 clusters Score -3271636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -3271632.250000 Penalty: 5119.516602
	Iteration 65Q: 3 clusters Score -3271632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -3271637.250000 Penalty: 5119.516602
	Iteration 66Q: 3 clusters Score -3271637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -3271635.500000 Penalty: 5119.516602
	Iteration 67Q: 3 clusters Score -3271636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -3271635.250000 Penalty: 5119.516602
	Iteration 68Q: 3 clusters Score -3271635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -3271639.000000 Penalty: 5119.516602
	Iteration 69Q: 3 clusters Score -3271639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -3271641.500000 Penalty: 5119.516602
	Iteration 70Q: 3 clusters Score -3271642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -3271640.750000 Penalty: 5119.516602
	Iteration 71Q: 3 clusters Score -3271641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -3271642.750000 Penalty: 5119.516602
	Iteration 72Q: 3 clusters Score -3271643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -3271640.750000 Penalty: 5119.516602
	Iteration 73Q: 3 clusters Score -3271641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -3271651.500000 Penalty: 5119.516602
	Iteration 74Q: 3 clusters Score -3271652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -3271650.000000 Penalty: 5119.516602
	Iteration 75Q: 3 clusters Score -3271650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -3271654.250000 Penalty: 5119.516602
	Iteration 76Q: 3 clusters Score -3271654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -3271658.250000 Penalty: 5119.516602
	Iteration 77Q: 3 clusters Score -3271658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -3271661.250000 Penalty: 5119.516602
	Iteration 78Q: 3 clusters Score -3271661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -3271661.250000 Penalty: 5119.516602
	Iteration 79Q: 3 clusters Score -3271661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -3271660.000000 Penalty: 5119.516602
	Iteration 80F: 3 clusters Score -3271660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -3271656.500000 Penalty: 5119.516602
	Iteration 81Q: 3 clusters Score -3271656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -3271657.250000 Penalty: 5119.516602
	Iteration 82Q: 3 clusters Score -3271657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -3271658.500000 Penalty: 5119.516602
	Iteration 83Q: 3 clusters Score -3271658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -3271658.500000 Penalty: 5119.516602
	Iteration 84F: 3 clusters Score -3271658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -68813.296875 Penalty: 1594.570435
	Iteration 0F: 2 clusters Score -68813.3 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 317 members 
Entering Unmasked Estep 
Score: -67152.796875 Penalty: 3189.140869
	Iteration 0F: 3 clusters Score -67152.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -67326.078125 Penalty: 3189.140869
	Iteration 1F: 3 clusters Score -67326.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -67383.117188 Penalty: 3189.140869
	Iteration 2Q: 3 clusters Score -67383.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -67410.078125 Penalty: 3189.140869
	Iteration 3Q: 3 clusters Score -67410.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67423.484375 Penalty: 3189.140869
	Iteration 4Q: 3 clusters Score -67423.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -67432.937500 Penalty: 3189.140869
	Iteration 5Q: 3 clusters Score -67432.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -67439.687500 Penalty: 3189.140869
	Iteration 6Q: 3 clusters Score -67439.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -67440.382812 Penalty: 3189.140869
	Iteration 7Q: 3 clusters Score -67440.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -67440.382812 Penalty: 3189.140869
	Iteration 8F: 3 clusters Score -67440.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Entering Unmasked Estep 
Score: -501193.656250 Penalty: 2093.358154
	Iteration 0F: 2 clusters Score -501193.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -496868.781250 Penalty: 4186.716309
	Iteration 0F: 3 clusters Score -496868.8 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -497845.625000 Penalty: 4186.716309
	Iteration 1F: 3 clusters Score -497845.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -498073.531250 Penalty: 4186.716309
	Iteration 2F: 3 clusters Score -498073.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -498270.375000 Penalty: 4186.716309
	Iteration 3F: 3 clusters Score -498270.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -498460.343750 Penalty: 4186.716309
	Iteration 4Q: 3 clusters Score -498460.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -498588.000000 Penalty: 4186.716309
	Iteration 5Q: 3 clusters Score -498588 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -498684.781250 Penalty: 4186.716309
	Iteration 6Q: 3 clusters Score -498684.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -498776.250000 Penalty: 4186.716309
	Iteration 7Q: 3 clusters Score -498776.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -498850.531250 Penalty: 4186.716309
	Iteration 8Q: 3 clusters Score -498850.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -498919.375000 Penalty: 4186.716309
	Iteration 9Q: 3 clusters Score -498919.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -498998.125000 Penalty: 4186.716309
	Iteration 10Q: 3 clusters Score -498998.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -499075.187500 Penalty: 4186.716309
	Iteration 11Q: 3 clusters Score -499075.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -499179.218750 Penalty: 4186.716309
	Iteration 12Q: 3 clusters Score -499179.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -499295.625000 Penalty: 4186.716309
	Iteration 13Q: 3 clusters Score -499295.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -499413.062500 Penalty: 4186.716309
	Iteration 14Q: 3 clusters Score -499413.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -499513.437500 Penalty: 4186.716309
	Iteration 15Q: 3 clusters Score -499513.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -499589.593750 Penalty: 4186.716309
	Iteration 16Q: 3 clusters Score -499589.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -499656.156250 Penalty: 4186.716309
	Iteration 17Q: 3 clusters Score -499656.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -499720.312500 Penalty: 4186.716309
	Iteration 18Q: 3 clusters Score -499720.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -499790.812500 Penalty: 4186.716309
	Iteration 19Q: 3 clusters Score -499790.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -499859.031250 Penalty: 4186.716309
	Iteration 20F: 3 clusters Score -499859 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -499944.531250 Penalty: 4186.716309
	Iteration 21Q: 3 clusters Score -499944.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -500040.156250 Penalty: 4186.716309
	Iteration 22Q: 3 clusters Score -500040.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -500138.593750 Penalty: 4186.716309
	Iteration 23Q: 3 clusters Score -500138.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -500207.187500 Penalty: 4186.716309
	Iteration 24Q: 3 clusters Score -500207.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -500254.218750 Penalty: 4186.716309
	Iteration 25Q: 3 clusters Score -500254.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -500291.062500 Penalty: 4186.716309
	Iteration 26Q: 3 clusters Score -500291.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -500312.468750 Penalty: 4186.716309
	Iteration 27Q: 3 clusters Score -500312.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -500333.625000 Penalty: 4186.716309
	Iteration 28Q: 3 clusters Score -500333.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -500353.875000 Penalty: 4186.716309
	Iteration 29Q: 3 clusters Score -500353.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -500366.437500 Penalty: 4186.716309
	Iteration 30Q: 3 clusters Score -500366.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -500376.031250 Penalty: 4186.716309
	Iteration 31Q: 3 clusters Score -500376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -500379.875000 Penalty: 4186.716309
	Iteration 32Q: 3 clusters Score -500379.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -500381.906250 Penalty: 4186.716309
	Iteration 33Q: 3 clusters Score -500381.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -500384.375000 Penalty: 4186.716309
	Iteration 34Q: 3 clusters Score -500384.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -500385.625000 Penalty: 4186.716309
	Iteration 35Q: 3 clusters Score -500385.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -500386.750000 Penalty: 4186.716309
	Iteration 36Q: 3 clusters Score -500386.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -500386.750000 Penalty: 4186.716309
	Iteration 37F: 3 clusters Score -500386.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -40198.417969 Penalty: 1499.748291
	Iteration 0F: 2 clusters Score -40198.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -38784.863281 Penalty: 2999.496582
	Iteration 0F: 3 clusters Score -38784.86 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -38977.769531 Penalty: 2999.496582
	Iteration 1F: 3 clusters Score -38977.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39040.429688 Penalty: 2999.496582
	Iteration 2Q: 3 clusters Score -39040.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39066.511719 Penalty: 2999.496582
	Iteration 3Q: 3 clusters Score -39066.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39075.132812 Penalty: 2999.496582
	Iteration 4Q: 3 clusters Score -39075.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39075.132812 Penalty: 2999.496582
	Iteration 5F: 3 clusters Score -39075.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (9217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Entering Unmasked Estep 
Score: -1009760.937500 Penalty: 2263.943604
	Iteration 0F: 2 clusters Score -1009761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1002584.875000 Penalty: 4527.887207
	Iteration 0F: 3 clusters Score -1002585 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1004770.812500 Penalty: 4527.887207
	Iteration 1F: 3 clusters Score -1004771 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1005316.125000 Penalty: 4527.887207
	Iteration 2F: 3 clusters Score -1005316 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1005906.937500 Penalty: 4527.887207
	Iteration 3F: 3 clusters Score -1005907 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1006456.625000 Penalty: 4527.887207
	Iteration 4F: 3 clusters Score -1006457 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1006840.437500 Penalty: 4527.887207
	Iteration 5F: 3 clusters Score -1006840 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1007128.187500 Penalty: 4527.887207
	Iteration 6Q: 3 clusters Score -1007128 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1007355.312500 Penalty: 4527.887207
	Iteration 7Q: 3 clusters Score -1007355 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1007513.125000 Penalty: 4527.887207
	Iteration 8Q: 3 clusters Score -1007513 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1007632.687500 Penalty: 4527.887207
	Iteration 9Q: 3 clusters Score -1007633 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1007756.437500 Penalty: 4527.887207
	Iteration 10Q: 3 clusters Score -1007756 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1007861.187500 Penalty: 4527.887207
	Iteration 11Q: 3 clusters Score -1007861 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1007951.375000 Penalty: 4527.887207
	Iteration 12Q: 3 clusters Score -1007951 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1008118.312500 Penalty: 4527.887207
	Iteration 13Q: 3 clusters Score -1008118 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1008314.625000 Penalty: 4527.887207
	Iteration 14Q: 3 clusters Score -1008315 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1008502.312500 Penalty: 4527.887207
	Iteration 15Q: 3 clusters Score -1008502 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1008665.875000 Penalty: 4527.887207
	Iteration 16Q: 3 clusters Score -1008666 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1008790.562500 Penalty: 4527.887207
	Iteration 17Q: 3 clusters Score -1008791 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1008881.812500 Penalty: 4527.887207
	Iteration 18Q: 3 clusters Score -1008882 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1008965.187500 Penalty: 4527.887207
	Iteration 19Q: 3 clusters Score -1008965 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1009041.875000 Penalty: 4527.887207
	Iteration 20F: 3 clusters Score -1009042 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1009101.187500 Penalty: 4527.887207
	Iteration 21Q: 3 clusters Score -1009101 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1009139.062500 Penalty: 4527.887207
	Iteration 22Q: 3 clusters Score -1009139 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1009157.812500 Penalty: 4527.887207
	Iteration 23Q: 3 clusters Score -1009158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1009171.687500 Penalty: 4527.887207
	Iteration 24Q: 3 clusters Score -1009172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1009182.562500 Penalty: 4527.887207
	Iteration 25Q: 3 clusters Score -1009183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1009186.500000 Penalty: 4527.887207
	Iteration 26Q: 3 clusters Score -1009186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1009195.562500 Penalty: 4527.887207
	Iteration 27Q: 3 clusters Score -1009196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1009194.625000 Penalty: 4527.887207
	Iteration 28Q: 3 clusters Score -1009195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1009199.000000 Penalty: 4527.887207
	Iteration 29Q: 3 clusters Score -1009199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1009200.562500 Penalty: 4527.887207
	Iteration 30Q: 3 clusters Score -1009201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1009201.062500 Penalty: 4527.887207
	Iteration 31Q: 3 clusters Score -1009201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1009203.625000 Penalty: 4527.887207
	Iteration 32Q: 3 clusters Score -1009204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1009204.187500 Penalty: 4527.887207
	Iteration 33Q: 3 clusters Score -1009204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1009201.875000 Penalty: 4527.887207
	Iteration 34Q: 3 clusters Score -1009202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1009204.375000 Penalty: 4527.887207
	Iteration 35Q: 3 clusters Score -1009204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1009204.375000 Penalty: 4527.887207
	Iteration 36F: 3 clusters Score -1009204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (4833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Entering Unmasked Estep 
Score: -531888.812500 Penalty: 2103.839355
	Iteration 0F: 2 clusters Score -531888.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -527500.500000 Penalty: 4207.678711
	Iteration 0F: 3 clusters Score -527500.5 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -528477.687500 Penalty: 4207.678711
	Iteration 1F: 3 clusters Score -528477.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -528671.687500 Penalty: 4207.678711
	Iteration 2F: 3 clusters Score -528671.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -528784.250000 Penalty: 4207.678711
	Iteration 3Q: 3 clusters Score -528784.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -528865.812500 Penalty: 4207.678711
	Iteration 4Q: 3 clusters Score -528865.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -528919.750000 Penalty: 4207.678711
	Iteration 5Q: 3 clusters Score -528919.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -528964.375000 Penalty: 4207.678711
	Iteration 6Q: 3 clusters Score -528964.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -528996.500000 Penalty: 4207.678711
	Iteration 7Q: 3 clusters Score -528996.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -529025.562500 Penalty: 4207.678711
	Iteration 8Q: 3 clusters Score -529025.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -529050.187500 Penalty: 4207.678711
	Iteration 9Q: 3 clusters Score -529050.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -529069.000000 Penalty: 4207.678711
	Iteration 10Q: 3 clusters Score -529069 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -529093.000000 Penalty: 4207.678711
	Iteration 11Q: 3 clusters Score -529093 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -529116.312500 Penalty: 4207.678711
	Iteration 12Q: 3 clusters Score -529116.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -529140.937500 Penalty: 4207.678711
	Iteration 13Q: 3 clusters Score -529140.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -529164.750000 Penalty: 4207.678711
	Iteration 14Q: 3 clusters Score -529164.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -529181.000000 Penalty: 4207.678711
	Iteration 15Q: 3 clusters Score -529181 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -529199.687500 Penalty: 4207.678711
	Iteration 16Q: 3 clusters Score -529199.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -529220.125000 Penalty: 4207.678711
	Iteration 17Q: 3 clusters Score -529220.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -529237.875000 Penalty: 4207.678711
	Iteration 18Q: 3 clusters Score -529237.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -529258.500000 Penalty: 4207.678711
	Iteration 19Q: 3 clusters Score -529258.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -529274.000000 Penalty: 4207.678711
	Iteration 20F: 3 clusters Score -529274 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -529287.875000 Penalty: 4207.678711
	Iteration 21Q: 3 clusters Score -529287.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -529303.000000 Penalty: 4207.678711
	Iteration 22Q: 3 clusters Score -529303 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -529319.125000 Penalty: 4207.678711
	Iteration 23Q: 3 clusters Score -529319.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -529329.375000 Penalty: 4207.678711
	Iteration 24Q: 3 clusters Score -529329.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -529340.687500 Penalty: 4207.678711
	Iteration 25Q: 3 clusters Score -529340.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -529349.750000 Penalty: 4207.678711
	Iteration 26Q: 3 clusters Score -529349.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -529358.687500 Penalty: 4207.678711
	Iteration 27Q: 3 clusters Score -529358.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -529370.062500 Penalty: 4207.678711
	Iteration 28Q: 3 clusters Score -529370.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -529396.125000 Penalty: 4207.678711
	Iteration 29Q: 3 clusters Score -529396.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -529419.562500 Penalty: 4207.678711
	Iteration 30Q: 3 clusters Score -529419.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -529437.250000 Penalty: 4207.678711
	Iteration 31Q: 3 clusters Score -529437.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -529450.937500 Penalty: 4207.678711
	Iteration 32Q: 3 clusters Score -529450.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -529464.625000 Penalty: 4207.678711
	Iteration 33Q: 3 clusters Score -529464.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -529476.750000 Penalty: 4207.678711
	Iteration 34Q: 3 clusters Score -529476.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -529490.187500 Penalty: 4207.678711
	Iteration 35Q: 3 clusters Score -529490.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -529504.562500 Penalty: 4207.678711
	Iteration 36Q: 3 clusters Score -529504.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -529515.250000 Penalty: 4207.678711
	Iteration 37Q: 3 clusters Score -529515.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -529526.000000 Penalty: 4207.678711
	Iteration 38Q: 3 clusters Score -529526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -529539.437500 Penalty: 4207.678711
	Iteration 39Q: 3 clusters Score -529539.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -529551.875000 Penalty: 4207.678711
	Iteration 40F: 3 clusters Score -529551.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -529565.062500 Penalty: 4207.678711
	Iteration 41Q: 3 clusters Score -529565.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -529578.937500 Penalty: 4207.678711
	Iteration 42Q: 3 clusters Score -529578.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -529590.375000 Penalty: 4207.678711
	Iteration 43Q: 3 clusters Score -529590.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -529597.500000 Penalty: 4207.678711
	Iteration 44Q: 3 clusters Score -529597.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -529603.812500 Penalty: 4207.678711
	Iteration 45Q: 3 clusters Score -529603.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -529610.187500 Penalty: 4207.678711
	Iteration 46Q: 3 clusters Score -529610.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -529612.750000 Penalty: 4207.678711
	Iteration 47Q: 3 clusters Score -529612.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -529618.312500 Penalty: 4207.678711
	Iteration 48Q: 3 clusters Score -529618.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -529620.812500 Penalty: 4207.678711
	Iteration 49Q: 3 clusters Score -529620.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -529623.000000 Penalty: 4207.678711
	Iteration 50Q: 3 clusters Score -529623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -529624.125000 Penalty: 4207.678711
	Iteration 51Q: 3 clusters Score -529624.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -529625.062500 Penalty: 4207.678711
	Iteration 52Q: 3 clusters Score -529625.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -529627.250000 Penalty: 4207.678711
	Iteration 53Q: 3 clusters Score -529627.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -529629.375000 Penalty: 4207.678711
	Iteration 54Q: 3 clusters Score -529629.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -529631.687500 Penalty: 4207.678711
	Iteration 55Q: 3 clusters Score -529631.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -529633.625000 Penalty: 4207.678711
	Iteration 56Q: 3 clusters Score -529633.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -529636.375000 Penalty: 4207.678711
	Iteration 57Q: 3 clusters Score -529636.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -529639.000000 Penalty: 4207.678711
	Iteration 58Q: 3 clusters Score -529639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -529638.812500 Penalty: 4207.678711
	Iteration 59Q: 3 clusters Score -529638.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -529641.687500 Penalty: 4207.678711
	Iteration 60F: 3 clusters Score -529641.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -529641.625000 Penalty: 4207.678711
	Iteration 61Q: 3 clusters Score -529641.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -529643.125000 Penalty: 4207.678711
	Iteration 62Q: 3 clusters Score -529643.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -529645.687500 Penalty: 4207.678711
	Iteration 63Q: 3 clusters Score -529645.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -529648.437500 Penalty: 4207.678711
	Iteration 64Q: 3 clusters Score -529648.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -529651.562500 Penalty: 4207.678711
	Iteration 65Q: 3 clusters Score -529651.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -529653.312500 Penalty: 4207.678711
	Iteration 66Q: 3 clusters Score -529653.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -529654.000000 Penalty: 4207.678711
	Iteration 67Q: 3 clusters Score -529654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -529655.750000 Penalty: 4207.678711
	Iteration 68Q: 3 clusters Score -529655.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -529656.437500 Penalty: 4207.678711
	Iteration 69Q: 3 clusters Score -529656.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -529657.250000 Penalty: 4207.678711
	Iteration 70Q: 3 clusters Score -529657.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -529657.250000 Penalty: 4207.678711
	Iteration 71F: 3 clusters Score -529657.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -14737.505859 Penalty: 1345.387573
	Iteration 0F: 2 clusters Score -14737.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13632.459961 Penalty: 2690.775146
	Iteration 0F: 3 clusters Score -13632.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13699.775391 Penalty: 2690.775146
	Iteration 1F: 3 clusters Score -13699.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13713.316406 Penalty: 2690.775146
	Iteration 2Q: 3 clusters Score -13713.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13726.954102 Penalty: 2690.775146
	Iteration 3Q: 3 clusters Score -13726.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13729.889648 Penalty: 2690.775146
	Iteration 4Q: 3 clusters Score -13729.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13738.623047 Penalty: 2690.775146
	Iteration 5Q: 3 clusters Score -13738.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13738.623047 Penalty: 2690.775146
	Iteration 6F: 3 clusters Score -13738.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Entering Unmasked Estep 
Score: -26429.285156 Penalty: 1409.527832
	Iteration 0F: 2 clusters Score -26429.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25197.126953 Penalty: 2819.055664
	Iteration 0F: 3 clusters Score -25197.13 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -25362.658203 Penalty: 2819.055664
	Iteration 1F: 3 clusters Score -25362.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25397.998047 Penalty: 2819.055664
	Iteration 2Q: 3 clusters Score -25398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25423.798828 Penalty: 2819.055664
	Iteration 3Q: 3 clusters Score -25423.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -25425.503906 Penalty: 2819.055664
	Iteration 4Q: 3 clusters Score -25425.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -25425.503906 Penalty: 2819.055664
	Iteration 5F: 3 clusters Score -25425.5 nChanged 0
--- Evaluating fit on full set of 1944630 points ---
Entering Unmasked Estep 
Score: -194680432.000000 Penalty: 179559.218750
22->51 Clusters: Score -194680432.000000, best is -194929504.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 648210 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 29330 members 
Mstep: Class 3 contains 29410 members 
Mstep: Class 4 contains 29662 members 
Mstep: Class 5 contains 29285 members 
Mstep: Class 6 contains 29392 members 
Mstep: Class 7 contains 29575 members 
Mstep: Class 8 contains 29461 members 
Mstep: Class 9 contains 29372 members 
Mstep: Class 10 contains 29492 members 
Mstep: Class 11 contains 29693 members 
Mstep: Class 12 contains 29194 members 
Mstep: Class 13 contains 29737 members 
Mstep: Class 14 contains 29685 members 
Mstep: Class 15 contains 29516 members 
Mstep: Class 16 contains 29481 members 
Mstep: Class 17 contains 29706 members 
Mstep: Class 18 contains 29457 members 
Mstep: Class 19 contains 29339 members 
Mstep: Class 20 contains 29407 members 
Mstep: Class 21 contains 29308 members 
Mstep: Class 22 contains 29448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 201.828812 but Gain 3318.726562
Score: -57070700.000000 Penalty: 69693.304688
Iteration 0F: 22 clusters Score -5.70707e+07 nChanged 616665
Entering Unmasked Mstep 
Mstep: Class 0 contains 6877 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 4345 members 
Mstep: Class 3 contains 3416 members 
Mstep: Class 4 contains 38969 members 
Mstep: Class 5 contains 26209 members 
Mstep: Class 6 contains 6566 members 
Mstep: Class 7 contains 321197 members 
Mstep: Class 8 contains 15540 members 
Mstep: Class 9 contains 7462 members 
Mstep: Class 10 contains 3012 members 
Mstep: Class 11 contains 8437 members 
Mstep: Class 12 contains 31261 members 
Mstep: Class 13 contains 12679 members 
Mstep: Class 14 contains 14825 members 
Mstep: Class 15 contains 6188 members 
Mstep: Class 17 contains 61124 members 
Mstep: Class 18 contains 7434 members 
Mstep: Class 19 contains 17564 members 
Mstep: Class 20 contains 5788 members 
Mstep: Class 21 contains 8859 members 
Mstep: Class 22 contains 12426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1653.900635 but Gain 3318.734375
Score: -62076412.000000 Penalty: 66374.570312
Iteration 1F: 21 clusters Score -6.207641e+07 nChanged 236363
Entering Unmasked Mstep 
Mstep: Class 0 contains 4055 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 4910 members 
Mstep: Class 3 contains 4438 members 
Mstep: Class 4 contains 30275 members 
Mstep: Class 5 contains 11983 members 
Mstep: Class 6 contains 3574 members 
Mstep: Class 7 contains 372557 members 
Mstep: Class 8 contains 18452 members 
Mstep: Class 9 contains 2894 members 
Mstep: Class 11 contains 10883 members 
Mstep: Class 12 contains 39212 members 
Mstep: Class 13 contains 11595 members 
Mstep: Class 14 contains 14834 members 
Mstep: Class 15 contains 10051 members 
Mstep: Class 17 contains 44171 members 
Mstep: Class 18 contains 6719 members 
Mstep: Class 19 contains 18975 members 
Mstep: Class 20 contains 6907 members 
Mstep: Class 21 contains 8633 members 
Mstep: Class 22 contains 12144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -63133736.000000 Penalty: 66374.570312
Iteration 2F: 21 clusters Score -6.313374e+07 nChanged 156593
Entering Unmasked Mstep 
Mstep: Class 0 contains 3027 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 4282 members 
Mstep: Class 3 contains 4412 members 
Mstep: Class 4 contains 43167 members 
Mstep: Class 5 contains 10606 members 
Mstep: Class 6 contains 5387 members 
Mstep: Class 7 contains 331917 members 
Mstep: Class 8 contains 25588 members 
Mstep: Class 9 contains 1338 members 
Mstep: Class 11 contains 8739 members 
Mstep: Class 12 contains 76880 members 
Mstep: Class 13 contains 9110 members 
Mstep: Class 14 contains 14984 members 
Mstep: Class 15 contains 10689 members 
Mstep: Class 17 contains 21394 members 
Mstep: Class 18 contains 12227 members 
Mstep: Class 19 contains 18189 members 
Mstep: Class 20 contains 12899 members 
Mstep: Class 21 contains 6855 members 
Mstep: Class 22 contains 13600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -63719400.000000 Penalty: 66374.570312
Iteration 3F: 21 clusters Score -6.37194e+07 nChanged 92466
Entering Unmasked Mstep 
Mstep: Class 0 contains 2541 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 2735 members 
Mstep: Class 3 contains 4260 members 
Mstep: Class 4 contains 47450 members 
Mstep: Class 5 contains 11435 members 
Mstep: Class 6 contains 6638 members 
Mstep: Class 7 contains 302797 members 
Mstep: Class 8 contains 32100 members 
Mstep: Class 9 contains 1935 members 
Mstep: Class 11 contains 7698 members 
Mstep: Class 12 contains 92556 members 
Mstep: Class 13 contains 6308 members 
Mstep: Class 14 contains 12266 members 
Mstep: Class 15 contains 9851 members 
Mstep: Class 17 contains 17089 members 
Mstep: Class 18 contains 15916 members 
Mstep: Class 19 contains 21151 members 
Mstep: Class 20 contains 18793 members 
Mstep: Class 21 contains 6986 members 
Mstep: Class 22 contains 9903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -63884708.000000 Penalty: 66374.570312
Iteration 4F: 21 clusters Score -6.388471e+07 nChanged 62333
Entering Unmasked Mstep 
Mstep: Class 0 contains 2393 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 1692 members 
Mstep: Class 3 contains 4347 members 
Mstep: Class 4 contains 49871 members 
Mstep: Class 5 contains 11491 members 
Mstep: Class 6 contains 8202 members 
Mstep: Class 7 contains 276681 members 
Mstep: Class 8 contains 35482 members 
Mstep: Class 9 contains 3105 members 
Mstep: Class 11 contains 7394 members 
Mstep: Class 12 contains 96305 members 
Mstep: Class 13 contains 6131 members 
Mstep: Class 14 contains 11303 members 
Mstep: Class 15 contains 9098 members 
Mstep: Class 17 contains 20044 members 
Mstep: Class 18 contains 18667 members 
Mstep: Class 19 contains 23590 members 
Mstep: Class 20 contains 24543 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 7605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64002324.000000 Penalty: 66374.570312
Iteration 5F: 21 clusters Score -6.400232e+07 nChanged 54454
Entering Unmasked Mstep 
Mstep: Class 0 contains 2022 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 4600 members 
Mstep: Class 4 contains 52572 members 
Mstep: Class 5 contains 11601 members 
Mstep: Class 6 contains 9898 members 
Mstep: Class 7 contains 247886 members 
Mstep: Class 8 contains 37215 members 
Mstep: Class 9 contains 4367 members 
Mstep: Class 11 contains 7261 members 
Mstep: Class 12 contains 97490 members 
Mstep: Class 13 contains 6230 members 
Mstep: Class 14 contains 11612 members 
Mstep: Class 15 contains 8745 members 
Mstep: Class 17 contains 24224 members 
Mstep: Class 18 contains 21096 members 
Mstep: Class 19 contains 24907 members 
Mstep: Class 20 contains 30442 members 
Mstep: Class 21 contains 9236 members 
Mstep: Class 22 contains 9230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64132984.000000 Penalty: 66374.570312
Iteration 6F: 21 clusters Score -6.413298e+07 nChanged 50850
Entering Unmasked Mstep 
Mstep: Class 0 contains 1502 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 2324 members 
Mstep: Class 3 contains 5002 members 
Mstep: Class 4 contains 54869 members 
Mstep: Class 5 contains 11965 members 
Mstep: Class 6 contains 11747 members 
Mstep: Class 7 contains 218987 members 
Mstep: Class 8 contains 37835 members 
Mstep: Class 9 contains 5461 members 
Mstep: Class 11 contains 7254 members 
Mstep: Class 12 contains 97682 members 
Mstep: Class 13 contains 6228 members 
Mstep: Class 14 contains 13583 members 
Mstep: Class 15 contains 8527 members 
Mstep: Class 17 contains 27493 members 
Mstep: Class 18 contains 22809 members 
Mstep: Class 19 contains 25647 members 
Mstep: Class 20 contains 37034 members 
Mstep: Class 21 contains 10365 members 
Mstep: Class 22 contains 13442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64241528.000000 Penalty: 66374.570312
Iteration 7F: 21 clusters Score -6.424153e+07 nChanged 45109
Entering Unmasked Mstep 
Mstep: Class 0 contains 780 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 3080 members 
Mstep: Class 3 contains 5511 members 
Mstep: Class 4 contains 56050 members 
Mstep: Class 5 contains 12820 members 
Mstep: Class 6 contains 13954 members 
Mstep: Class 7 contains 194449 members 
Mstep: Class 8 contains 37870 members 
Mstep: Class 9 contains 6380 members 
Mstep: Class 11 contains 7212 members 
Mstep: Class 12 contains 97485 members 
Mstep: Class 13 contains 6195 members 
Mstep: Class 14 contains 15598 members 
Mstep: Class 15 contains 8357 members 
Mstep: Class 17 contains 29668 members 
Mstep: Class 18 contains 23537 members 
Mstep: Class 19 contains 26305 members 
Mstep: Class 20 contains 43491 members 
Mstep: Class 21 contains 11331 members 
Mstep: Class 22 contains 17163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64331072.000000 Penalty: 66374.570312
Iteration 8F: 21 clusters Score -6.433107e+07 nChanged 37131
Entering Unmasked Mstep 
Mstep: Class 0 contains 560 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 3368 members 
Mstep: Class 3 contains 6153 members 
Mstep: Class 4 contains 55629 members 
Mstep: Class 5 contains 14009 members 
Mstep: Class 6 contains 16343 members 
Mstep: Class 7 contains 176697 members 
Mstep: Class 8 contains 37607 members 
Mstep: Class 9 contains 7258 members 
Mstep: Class 11 contains 7128 members 
Mstep: Class 12 contains 97435 members 
Mstep: Class 13 contains 6146 members 
Mstep: Class 14 contains 17410 members 
Mstep: Class 15 contains 8187 members 
Mstep: Class 17 contains 31112 members 
Mstep: Class 18 contains 23447 members 
Mstep: Class 19 contains 26763 members 
Mstep: Class 20 contains 47632 members 
Mstep: Class 21 contains 12209 members 
Mstep: Class 22 contains 19756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64382880.000000 Penalty: 66374.570312
Iteration 9F: 21 clusters Score -6.438288e+07 nChanged 30262
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 3790 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 54370 members 
Mstep: Class 5 contains 15386 members 
Mstep: Class 6 contains 18703 members 
Mstep: Class 7 contains 164289 members 
Mstep: Class 8 contains 37261 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 11 contains 6948 members 
Mstep: Class 12 contains 97474 members 
Mstep: Class 13 contains 6120 members 
Mstep: Class 14 contains 19064 members 
Mstep: Class 15 contains 7980 members 
Mstep: Class 17 contains 32268 members 
Mstep: Class 18 contains 22689 members 
Mstep: Class 19 contains 26975 members 
Mstep: Class 20 contains 49678 members 
Mstep: Class 21 contains 12996 members 
Mstep: Class 22 contains 21400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64416340.000000 Penalty: 66374.570312
Iteration 10Q: 21 clusters Score -6.441634e+07 nChanged 24653
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 3853 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 52620 members 
Mstep: Class 5 contains 16866 members 
Mstep: Class 6 contains 20631 members 
Mstep: Class 7 contains 155403 members 
Mstep: Class 8 contains 36907 members 
Mstep: Class 9 contains 8489 members 
Mstep: Class 11 contains 6742 members 
Mstep: Class 12 contains 97573 members 
Mstep: Class 13 contains 6132 members 
Mstep: Class 14 contains 20550 members 
Mstep: Class 15 contains 7726 members 
Mstep: Class 17 contains 33206 members 
Mstep: Class 18 contains 21666 members 
Mstep: Class 19 contains 27031 members 
Mstep: Class 20 contains 50946 members 
Mstep: Class 21 contains 13648 members 
Mstep: Class 22 contains 22398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64434600.000000 Penalty: 66374.570312
Iteration 11Q: 21 clusters Score -6.44346e+07 nChanged 20831
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 3892 members 
Mstep: Class 3 contains 8785 members 
Mstep: Class 4 contains 51101 members 
Mstep: Class 5 contains 18285 members 
Mstep: Class 6 contains 21861 members 
Mstep: Class 7 contains 148792 members 
Mstep: Class 8 contains 36557 members 
Mstep: Class 9 contains 8811 members 
Mstep: Class 11 contains 6550 members 
Mstep: Class 12 contains 97665 members 
Mstep: Class 13 contains 6186 members 
Mstep: Class 14 contains 21841 members 
Mstep: Class 15 contains 7440 members 
Mstep: Class 17 contains 33842 members 
Mstep: Class 18 contains 20814 members 
Mstep: Class 19 contains 27122 members 
Mstep: Class 20 contains 51837 members 
Mstep: Class 21 contains 14149 members 
Mstep: Class 22 contains 22957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64449880.000000 Penalty: 66374.570312
Iteration 12Q: 21 clusters Score -6.444988e+07 nChanged 18232
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 3910 members 
Mstep: Class 3 contains 9718 members 
Mstep: Class 4 contains 50240 members 
Mstep: Class 5 contains 19659 members 
Mstep: Class 6 contains 22854 members 
Mstep: Class 7 contains 143262 members 
Mstep: Class 8 contains 36184 members 
Mstep: Class 9 contains 9040 members 
Mstep: Class 11 contains 6401 members 
Mstep: Class 12 contains 97694 members 
Mstep: Class 13 contains 6238 members 
Mstep: Class 14 contains 22900 members 
Mstep: Class 15 contains 7127 members 
Mstep: Class 17 contains 34237 members 
Mstep: Class 18 contains 20037 members 
Mstep: Class 19 contains 27181 members 
Mstep: Class 20 contains 52486 members 
Mstep: Class 21 contains 14525 members 
Mstep: Class 22 contains 23397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64464176.000000 Penalty: 66374.570312
Iteration 13Q: 21 clusters Score -6.446418e+07 nChanged 16670
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 3927 members 
Mstep: Class 3 contains 10555 members 
Mstep: Class 4 contains 50047 members 
Mstep: Class 5 contains 21031 members 
Mstep: Class 6 contains 23781 members 
Mstep: Class 7 contains 138260 members 
Mstep: Class 8 contains 35843 members 
Mstep: Class 9 contains 9196 members 
Mstep: Class 11 contains 6299 members 
Mstep: Class 12 contains 97657 members 
Mstep: Class 13 contains 6279 members 
Mstep: Class 14 contains 23842 members 
Mstep: Class 15 contains 6807 members 
Mstep: Class 17 contains 34350 members 
Mstep: Class 18 contains 19432 members 
Mstep: Class 19 contains 27219 members 
Mstep: Class 20 contains 52920 members 
Mstep: Class 21 contains 14884 members 
Mstep: Class 22 contains 23748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64475280.000000 Penalty: 66374.570312
Iteration 14Q: 21 clusters Score -6.447528e+07 nChanged 15522
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 3944 members 
Mstep: Class 3 contains 11341 members 
Mstep: Class 4 contains 50498 members 
Mstep: Class 5 contains 22397 members 
Mstep: Class 6 contains 24834 members 
Mstep: Class 7 contains 133587 members 
Mstep: Class 8 contains 35519 members 
Mstep: Class 9 contains 9405 members 
Mstep: Class 11 contains 6227 members 
Mstep: Class 12 contains 97620 members 
Mstep: Class 13 contains 6279 members 
Mstep: Class 14 contains 24568 members 
Mstep: Class 15 contains 6494 members 
Mstep: Class 17 contains 34248 members 
Mstep: Class 18 contains 18893 members 
Mstep: Class 19 contains 27285 members 
Mstep: Class 20 contains 53123 members 
Mstep: Class 21 contains 15229 members 
Mstep: Class 22 contains 23984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64484612.000000 Penalty: 66374.570312
Iteration 15Q: 21 clusters Score -6.448461e+07 nChanged 14723
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 3950 members 
Mstep: Class 3 contains 12046 members 
Mstep: Class 4 contains 51433 members 
Mstep: Class 5 contains 23705 members 
Mstep: Class 6 contains 26329 members 
Mstep: Class 7 contains 129129 members 
Mstep: Class 8 contains 35182 members 
Mstep: Class 9 contains 9640 members 
Mstep: Class 11 contains 6179 members 
Mstep: Class 12 contains 97626 members 
Mstep: Class 13 contains 6284 members 
Mstep: Class 14 contains 25101 members 
Mstep: Class 15 contains 6195 members 
Mstep: Class 17 contains 33912 members 
Mstep: Class 18 contains 18217 members 
Mstep: Class 19 contains 27557 members 
Mstep: Class 20 contains 53060 members 
Mstep: Class 21 contains 15492 members 
Mstep: Class 22 contains 24136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64493152.000000 Penalty: 66374.570312
Iteration 16Q: 21 clusters Score -6.449315e+07 nChanged 14337
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 3955 members 
Mstep: Class 3 contains 12671 members 
Mstep: Class 4 contains 52626 members 
Mstep: Class 5 contains 24949 members 
Mstep: Class 6 contains 28553 members 
Mstep: Class 7 contains 124405 members 
Mstep: Class 8 contains 34827 members 
Mstep: Class 9 contains 9846 members 
Mstep: Class 11 contains 6148 members 
Mstep: Class 12 contains 97693 members 
Mstep: Class 13 contains 6313 members 
Mstep: Class 14 contains 25490 members 
Mstep: Class 15 contains 5930 members 
Mstep: Class 17 contains 33358 members 
Mstep: Class 18 contains 17565 members 
Mstep: Class 19 contains 27964 members 
Mstep: Class 20 contains 52882 members 
Mstep: Class 21 contains 15746 members 
Mstep: Class 22 contains 24201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64502596.000000 Penalty: 66374.570312
Iteration 17Q: 21 clusters Score -6.45026e+07 nChanged 14036
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 3958 members 
Mstep: Class 3 contains 13163 members 
Mstep: Class 4 contains 53927 members 
Mstep: Class 5 contains 26197 members 
Mstep: Class 6 contains 30967 members 
Mstep: Class 7 contains 119512 members 
Mstep: Class 8 contains 34441 members 
Mstep: Class 9 contains 9965 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 97656 members 
Mstep: Class 13 contains 6462 members 
Mstep: Class 14 contains 25732 members 
Mstep: Class 15 contains 5746 members 
Mstep: Class 17 contains 32617 members 
Mstep: Class 18 contains 17226 members 
Mstep: Class 19 contains 28507 members 
Mstep: Class 20 contains 52647 members 
Mstep: Class 21 contains 15947 members 
Mstep: Class 22 contains 24302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64511704.000000 Penalty: 66374.570312
Iteration 18Q: 21 clusters Score -6.45117e+07 nChanged 13187
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 3960 members 
Mstep: Class 3 contains 13599 members 
Mstep: Class 4 contains 55244 members 
Mstep: Class 5 contains 27413 members 
Mstep: Class 6 contains 33221 members 
Mstep: Class 7 contains 114992 members 
Mstep: Class 8 contains 33995 members 
Mstep: Class 9 contains 10036 members 
Mstep: Class 11 contains 6168 members 
Mstep: Class 12 contains 97492 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 25833 members 
Mstep: Class 15 contains 5606 members 
Mstep: Class 17 contains 31684 members 
Mstep: Class 18 contains 17175 members 
Mstep: Class 19 contains 29138 members 
Mstep: Class 20 contains 52392 members 
Mstep: Class 21 contains 16093 members 
Mstep: Class 22 contains 24463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64518884.000000 Penalty: 66374.570312
Iteration 19Q: 21 clusters Score -6.451888e+07 nChanged 11875
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 3961 members 
Mstep: Class 3 contains 13979 members 
Mstep: Class 4 contains 56430 members 
Mstep: Class 5 contains 28615 members 
Mstep: Class 6 contains 35071 members 
Mstep: Class 7 contains 111214 members 
Mstep: Class 8 contains 33607 members 
Mstep: Class 9 contains 10058 members 
Mstep: Class 11 contains 6194 members 
Mstep: Class 12 contains 97303 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 25870 members 
Mstep: Class 15 contains 5498 members 
Mstep: Class 17 contains 30557 members 
Mstep: Class 18 contains 17328 members 
Mstep: Class 19 contains 29817 members 
Mstep: Class 20 contains 52138 members 
Mstep: Class 21 contains 16222 members 
Mstep: Class 22 contains 24557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64527944.000000 Penalty: 66374.570312
Iteration 20F: 21 clusters Score -6.452794e+07 nChanged 11668
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 4059 members 
Mstep: Class 3 contains 14326 members 
Mstep: Class 4 contains 57628 members 
Mstep: Class 5 contains 30114 members 
Mstep: Class 6 contains 36821 members 
Mstep: Class 7 contains 107649 members 
Mstep: Class 8 contains 33257 members 
Mstep: Class 9 contains 10105 members 
Mstep: Class 11 contains 6211 members 
Mstep: Class 12 contains 97115 members 
Mstep: Class 13 contains 7020 members 
Mstep: Class 14 contains 25872 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 17 contains 29382 members 
Mstep: Class 18 contains 17559 members 
Mstep: Class 19 contains 30310 members 
Mstep: Class 20 contains 51748 members 
Mstep: Class 21 contains 16309 members 
Mstep: Class 22 contains 24641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64533868.000000 Penalty: 66374.570312
Iteration 21Q: 21 clusters Score -6.453387e+07 nChanged 10451
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 4064 members 
Mstep: Class 3 contains 14647 members 
Mstep: Class 4 contains 58892 members 
Mstep: Class 5 contains 31525 members 
Mstep: Class 6 contains 37808 members 
Mstep: Class 7 contains 104797 members 
Mstep: Class 8 contains 32935 members 
Mstep: Class 9 contains 10154 members 
Mstep: Class 11 contains 6241 members 
Mstep: Class 12 contains 96985 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 14 contains 25856 members 
Mstep: Class 15 contains 5280 members 
Mstep: Class 17 contains 28214 members 
Mstep: Class 18 contains 17896 members 
Mstep: Class 19 contains 30756 members 
Mstep: Class 20 contains 51368 members 
Mstep: Class 21 contains 16431 members 
Mstep: Class 22 contains 24705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64538008.000000 Penalty: 66374.570312
Iteration 22Q: 21 clusters Score -6.453801e+07 nChanged 9620
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 14934 members 
Mstep: Class 4 contains 60257 members 
Mstep: Class 5 contains 32963 members 
Mstep: Class 6 contains 38433 members 
Mstep: Class 7 contains 102352 members 
Mstep: Class 8 contains 32647 members 
Mstep: Class 9 contains 10187 members 
Mstep: Class 11 contains 6257 members 
Mstep: Class 12 contains 96879 members 
Mstep: Class 13 contains 7245 members 
Mstep: Class 14 contains 25808 members 
Mstep: Class 15 contains 5226 members 
Mstep: Class 17 contains 27045 members 
Mstep: Class 18 contains 18312 members 
Mstep: Class 19 contains 31052 members 
Mstep: Class 20 contains 50959 members 
Mstep: Class 21 contains 16547 members 
Mstep: Class 22 contains 24763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64541848.000000 Penalty: 66374.570312
Iteration 23Q: 21 clusters Score -6.454185e+07 nChanged 9118
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 4068 members 
Mstep: Class 3 contains 15184 members 
Mstep: Class 4 contains 61840 members 
Mstep: Class 5 contains 34399 members 
Mstep: Class 6 contains 38850 members 
Mstep: Class 7 contains 99941 members 
Mstep: Class 8 contains 32422 members 
Mstep: Class 9 contains 10202 members 
Mstep: Class 11 contains 6262 members 
Mstep: Class 12 contains 96791 members 
Mstep: Class 13 contains 7320 members 
Mstep: Class 14 contains 25684 members 
Mstep: Class 15 contains 5186 members 
Mstep: Class 17 contains 26030 members 
Mstep: Class 18 contains 18743 members 
Mstep: Class 19 contains 31191 members 
Mstep: Class 20 contains 50556 members 
Mstep: Class 21 contains 16720 members 
Mstep: Class 22 contains 24817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64545628.000000 Penalty: 66374.570312
Iteration 24Q: 21 clusters Score -6.454563e+07 nChanged 8893
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 15391 members 
Mstep: Class 4 contains 63548 members 
Mstep: Class 5 contains 35841 members 
Mstep: Class 6 contains 39126 members 
Mstep: Class 7 contains 97500 members 
Mstep: Class 8 contains 32243 members 
Mstep: Class 9 contains 10259 members 
Mstep: Class 11 contains 6257 members 
Mstep: Class 12 contains 96702 members 
Mstep: Class 13 contains 7395 members 
Mstep: Class 14 contains 25511 members 
Mstep: Class 15 contains 5156 members 
Mstep: Class 17 contains 25093 members 
Mstep: Class 18 contains 19220 members 
Mstep: Class 19 contains 31232 members 
Mstep: Class 20 contains 50212 members 
Mstep: Class 21 contains 16932 members 
Mstep: Class 22 contains 24882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64549220.000000 Penalty: 66374.570312
Iteration 25Q: 21 clusters Score -6.454922e+07 nChanged 8677
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 15604 members 
Mstep: Class 4 contains 65388 members 
Mstep: Class 5 contains 37308 members 
Mstep: Class 6 contains 39213 members 
Mstep: Class 7 contains 95071 members 
Mstep: Class 8 contains 32080 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 11 contains 6228 members 
Mstep: Class 12 contains 96658 members 
Mstep: Class 13 contains 7438 members 
Mstep: Class 14 contains 25325 members 
Mstep: Class 15 contains 5129 members 
Mstep: Class 17 contains 24259 members 
Mstep: Class 18 contains 19714 members 
Mstep: Class 19 contains 31224 members 
Mstep: Class 20 contains 49875 members 
Mstep: Class 21 contains 17112 members 
Mstep: Class 22 contains 24959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64552616.000000 Penalty: 66374.570312
Iteration 26Q: 21 clusters Score -6.455262e+07 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 15757 members 
Mstep: Class 4 contains 67251 members 
Mstep: Class 5 contains 38726 members 
Mstep: Class 6 contains 39160 members 
Mstep: Class 7 contains 92719 members 
Mstep: Class 8 contains 31906 members 
Mstep: Class 9 contains 10332 members 
Mstep: Class 11 contains 6179 members 
Mstep: Class 12 contains 96619 members 
Mstep: Class 13 contains 7469 members 
Mstep: Class 14 contains 25073 members 
Mstep: Class 15 contains 5118 members 
Mstep: Class 17 contains 23513 members 
Mstep: Class 18 contains 20254 members 
Mstep: Class 19 contains 31209 members 
Mstep: Class 20 contains 49558 members 
Mstep: Class 21 contains 17330 members 
Mstep: Class 22 contains 25063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64555984.000000 Penalty: 66374.570312
Iteration 27Q: 21 clusters Score -6.455598e+07 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 15895 members 
Mstep: Class 4 contains 68985 members 
Mstep: Class 5 contains 40114 members 
Mstep: Class 6 contains 39041 members 
Mstep: Class 7 contains 90583 members 
Mstep: Class 8 contains 31697 members 
Mstep: Class 9 contains 10367 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 96591 members 
Mstep: Class 13 contains 7496 members 
Mstep: Class 14 contains 24774 members 
Mstep: Class 15 contains 5111 members 
Mstep: Class 17 contains 22880 members 
Mstep: Class 18 contains 20830 members 
Mstep: Class 19 contains 31185 members 
Mstep: Class 20 contains 49239 members 
Mstep: Class 21 contains 17562 members 
Mstep: Class 22 contains 25151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64558984.000000 Penalty: 66374.570312
Iteration 28Q: 21 clusters Score -6.455898e+07 nChanged 7464
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 16012 members 
Mstep: Class 4 contains 70346 members 
Mstep: Class 5 contains 41501 members 
Mstep: Class 6 contains 38919 members 
Mstep: Class 7 contains 88804 members 
Mstep: Class 8 contains 31512 members 
Mstep: Class 9 contains 10413 members 
Mstep: Class 11 contains 6026 members 
Mstep: Class 12 contains 96559 members 
Mstep: Class 13 contains 7522 members 
Mstep: Class 14 contains 24420 members 
Mstep: Class 15 contains 5109 members 
Mstep: Class 17 contains 22306 members 
Mstep: Class 18 contains 21382 members 
Mstep: Class 19 contains 31156 members 
Mstep: Class 20 contains 48988 members 
Mstep: Class 21 contains 17777 members 
Mstep: Class 22 contains 25235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64562080.000000 Penalty: 66374.570312
Iteration 29Q: 21 clusters Score -6.456208e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 16126 members 
Mstep: Class 4 contains 71531 members 
Mstep: Class 5 contains 42880 members 
Mstep: Class 6 contains 38778 members 
Mstep: Class 7 contains 87280 members 
Mstep: Class 8 contains 31329 members 
Mstep: Class 9 contains 10442 members 
Mstep: Class 11 contains 5914 members 
Mstep: Class 12 contains 96534 members 
Mstep: Class 13 contains 7536 members 
Mstep: Class 14 contains 24056 members 
Mstep: Class 15 contains 5107 members 
Mstep: Class 17 contains 21742 members 
Mstep: Class 18 contains 21909 members 
Mstep: Class 19 contains 31134 members 
Mstep: Class 20 contains 48748 members 
Mstep: Class 21 contains 18002 members 
Mstep: Class 22 contains 25340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64564748.000000 Penalty: 66374.570312
Iteration 30Q: 21 clusters Score -6.456475e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 16236 members 
Mstep: Class 4 contains 72497 members 
Mstep: Class 5 contains 44147 members 
Mstep: Class 6 contains 38648 members 
Mstep: Class 7 contains 86007 members 
Mstep: Class 8 contains 31147 members 
Mstep: Class 9 contains 10464 members 
Mstep: Class 11 contains 5831 members 
Mstep: Class 12 contains 96511 members 
Mstep: Class 13 contains 7555 members 
Mstep: Class 14 contains 23666 members 
Mstep: Class 15 contains 5106 members 
Mstep: Class 17 contains 21272 members 
Mstep: Class 18 contains 22296 members 
Mstep: Class 19 contains 31125 members 
Mstep: Class 20 contains 48598 members 
Mstep: Class 21 contains 18221 members 
Mstep: Class 22 contains 25454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64566668.000000 Penalty: 66374.570312
Iteration 31Q: 21 clusters Score -6.456667e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 38877 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 16339 members 
Mstep: Class 4 contains 73278 members 
Mstep: Class 5 contains 45357 members 
Mstep: Class 6 contains 38511 members 
Mstep: Class 7 contains 85007 members 
Mstep: Class 8 contains 30976 members 
Mstep: Class 9 contains 10476 members 
Mstep: Class 11 contains 5749 members 
Mstep: Class 12 contains 96508 members 
Mstep: Class 13 contains 7566 members 
Mstep: Class 14 contains 23279 members 
Mstep: Class 15 contains 5102 members 
Mstep: Class 17 contains 20836 members 
Mstep: Class 18 contains 22577 members 
Mstep: Class 19 contains 31080 members 
Mstep: Class 20 contains 48476 members 
Mstep: Class 21 contains 18496 members 
Mstep: Class 22 contains 25555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64568136.000000 Penalty: 66374.570312
Iteration 32Q: 21 clusters Score -6.456814e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 16438 members 
Mstep: Class 4 contains 74046 members 
Mstep: Class 5 contains 46354 members 
Mstep: Class 6 contains 38384 members 
Mstep: Class 7 contains 84189 members 
Mstep: Class 8 contains 30832 members 
Mstep: Class 9 contains 10471 members 
Mstep: Class 11 contains 5687 members 
Mstep: Class 12 contains 96503 members 
Mstep: Class 13 contains 7574 members 
Mstep: Class 14 contains 22905 members 
Mstep: Class 15 contains 5099 members 
Mstep: Class 17 contains 20419 members 
Mstep: Class 18 contains 22802 members 
Mstep: Class 19 contains 31052 members 
Mstep: Class 20 contains 48357 members 
Mstep: Class 21 contains 18709 members 
Mstep: Class 22 contains 25659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64569168.000000 Penalty: 66374.570312
Iteration 33Q: 21 clusters Score -6.456917e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 16537 members 
Mstep: Class 4 contains 74758 members 
Mstep: Class 5 contains 47249 members 
Mstep: Class 6 contains 38275 members 
Mstep: Class 7 contains 83549 members 
Mstep: Class 8 contains 30692 members 
Mstep: Class 9 contains 10481 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 96485 members 
Mstep: Class 13 contains 7582 members 
Mstep: Class 14 contains 22523 members 
Mstep: Class 15 contains 5081 members 
Mstep: Class 17 contains 20034 members 
Mstep: Class 18 contains 22949 members 
Mstep: Class 19 contains 30957 members 
Mstep: Class 20 contains 48249 members 
Mstep: Class 21 contains 18990 members 
Mstep: Class 22 contains 25745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64569956.000000 Penalty: 66374.570312
Iteration 34Q: 21 clusters Score -6.456996e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 16608 members 
Mstep: Class 4 contains 75424 members 
Mstep: Class 5 contains 47988 members 
Mstep: Class 6 contains 38178 members 
Mstep: Class 7 contains 82980 members 
Mstep: Class 8 contains 30550 members 
Mstep: Class 9 contains 10483 members 
Mstep: Class 11 contains 5560 members 
Mstep: Class 12 contains 96476 members 
Mstep: Class 13 contains 7584 members 
Mstep: Class 14 contains 22196 members 
Mstep: Class 15 contains 5064 members 
Mstep: Class 17 contains 19687 members 
Mstep: Class 18 contains 23045 members 
Mstep: Class 19 contains 30910 members 
Mstep: Class 20 contains 48156 members 
Mstep: Class 21 contains 19278 members 
Mstep: Class 22 contains 25823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64570664.000000 Penalty: 66374.570312
Iteration 35Q: 21 clusters Score -6.457066e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 16717 members 
Mstep: Class 4 contains 76049 members 
Mstep: Class 5 contains 48605 members 
Mstep: Class 6 contains 38092 members 
Mstep: Class 7 contains 82503 members 
Mstep: Class 8 contains 30426 members 
Mstep: Class 9 contains 10470 members 
Mstep: Class 11 contains 5516 members 
Mstep: Class 12 contains 96481 members 
Mstep: Class 13 contains 7587 members 
Mstep: Class 14 contains 21841 members 
Mstep: Class 15 contains 5041 members 
Mstep: Class 17 contains 19376 members 
Mstep: Class 18 contains 23116 members 
Mstep: Class 19 contains 30894 members 
Mstep: Class 20 contains 48077 members 
Mstep: Class 21 contains 19511 members 
Mstep: Class 22 contains 25885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64571196.000000 Penalty: 66374.570312
Iteration 36Q: 21 clusters Score -6.45712e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 16863 members 
Mstep: Class 4 contains 76630 members 
Mstep: Class 5 contains 49095 members 
Mstep: Class 6 contains 38034 members 
Mstep: Class 7 contains 82083 members 
Mstep: Class 8 contains 30278 members 
Mstep: Class 9 contains 10459 members 
Mstep: Class 11 contains 5506 members 
Mstep: Class 12 contains 96484 members 
Mstep: Class 13 contains 7591 members 
Mstep: Class 14 contains 21537 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 17 contains 19121 members 
Mstep: Class 18 contains 23171 members 
Mstep: Class 19 contains 30834 members 
Mstep: Class 20 contains 48018 members 
Mstep: Class 21 contains 19674 members 
Mstep: Class 22 contains 25930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64571396.000000 Penalty: 66374.570312
Iteration 37Q: 21 clusters Score -6.45714e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 17041 members 
Mstep: Class 4 contains 77100 members 
Mstep: Class 5 contains 49544 members 
Mstep: Class 6 contains 37978 members 
Mstep: Class 7 contains 81696 members 
Mstep: Class 8 contains 30141 members 
Mstep: Class 9 contains 10458 members 
Mstep: Class 11 contains 5494 members 
Mstep: Class 12 contains 96487 members 
Mstep: Class 13 contains 7593 members 
Mstep: Class 14 contains 21273 members 
Mstep: Class 15 contains 4970 members 
Mstep: Class 17 contains 18908 members 
Mstep: Class 18 contains 23198 members 
Mstep: Class 19 contains 30750 members 
Mstep: Class 20 contains 47983 members 
Mstep: Class 21 contains 19859 members 
Mstep: Class 22 contains 25965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64571640.000000 Penalty: 66374.570312
Iteration 38Q: 21 clusters Score -6.457164e+07 nChanged 2586
Entering ConstructFrom: 
Score: -64571640.000000 Penalty: 66374.570312
Entering ConstructFrom: 
Trying to split cluster 1 (37473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Entering Unmasked Estep 
Score: -3638249.750000 Penalty: 2611.781250
	Iteration 0F: 2 clusters Score -3638250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -3612951.250000 Penalty: 5223.562500
	Iteration 0F: 3 clusters Score -3612951 nChanged 17155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -3623305.750000 Penalty: 5223.562500
	Iteration 1F: 3 clusters Score -3623306 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -3624912.500000 Penalty: 5223.562500
	Iteration 2F: 3 clusters Score -3624912 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -3626610.000000 Penalty: 5223.562500
	Iteration 3F: 3 clusters Score -3626610 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -3628218.500000 Penalty: 5223.562500
	Iteration 4F: 3 clusters Score -3628218 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -3629673.250000 Penalty: 5223.562500
	Iteration 5F: 3 clusters Score -3629673 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -3630811.500000 Penalty: 5223.562500
	Iteration 6F: 3 clusters Score -3630812 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -3631650.750000 Penalty: 5223.562500
	Iteration 7Q: 3 clusters Score -3631651 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -3632277.000000 Penalty: 5223.562500
	Iteration 8Q: 3 clusters Score -3632277 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -3632700.250000 Penalty: 5223.562500
	Iteration 9Q: 3 clusters Score -3632700 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -3633130.000000 Penalty: 5223.562500
	Iteration 10Q: 3 clusters Score -3633130 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -3633507.500000 Penalty: 5223.562500
	Iteration 11Q: 3 clusters Score -3633508 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -3633893.750000 Penalty: 5223.562500
	Iteration 12Q: 3 clusters Score -3633894 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -3634226.250000 Penalty: 5223.562500
	Iteration 13Q: 3 clusters Score -3634226 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -3634517.250000 Penalty: 5223.562500
	Iteration 14Q: 3 clusters Score -3634517 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -3634789.750000 Penalty: 5223.562500
	Iteration 15Q: 3 clusters Score -3634790 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -3635032.000000 Penalty: 5223.562500
	Iteration 16Q: 3 clusters Score -3635032 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -3635252.000000 Penalty: 5223.562500
	Iteration 17Q: 3 clusters Score -3635252 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -3635449.500000 Penalty: 5223.562500
	Iteration 18Q: 3 clusters Score -3635450 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -3635620.750000 Penalty: 5223.562500
	Iteration 19Q: 3 clusters Score -3635621 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -3635816.250000 Penalty: 5223.562500
	Iteration 20F: 3 clusters Score -3635816 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -3636023.500000 Penalty: 5223.562500
	Iteration 21Q: 3 clusters Score -3636024 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -3636223.750000 Penalty: 5223.562500
	Iteration 22Q: 3 clusters Score -3636224 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -3636385.500000 Penalty: 5223.562500
	Iteration 23Q: 3 clusters Score -3636386 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -3636521.250000 Penalty: 5223.562500
	Iteration 24Q: 3 clusters Score -3636521 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -3636645.250000 Penalty: 5223.562500
	Iteration 25Q: 3 clusters Score -3636645 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -3636761.000000 Penalty: 5223.562500
	Iteration 26Q: 3 clusters Score -3636761 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -3636861.000000 Penalty: 5223.562500
	Iteration 27Q: 3 clusters Score -3636861 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -3636931.250000 Penalty: 5223.562500
	Iteration 28Q: 3 clusters Score -3636931 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -3636990.250000 Penalty: 5223.562500
	Iteration 29Q: 3 clusters Score -3636990 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -3637019.000000 Penalty: 5223.562500
	Iteration 30Q: 3 clusters Score -3637019 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -3637090.750000 Penalty: 5223.562500
	Iteration 31Q: 3 clusters Score -3637091 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -3637141.000000 Penalty: 5223.562500
	Iteration 32Q: 3 clusters Score -3637141 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -3637225.500000 Penalty: 5223.562500
	Iteration 33Q: 3 clusters Score -3637226 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -3637297.500000 Penalty: 5223.562500
	Iteration 34Q: 3 clusters Score -3637298 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -3637361.500000 Penalty: 5223.562500
	Iteration 35Q: 3 clusters Score -3637362 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -3637408.500000 Penalty: 5223.562500
	Iteration 36Q: 3 clusters Score -3637408 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -3637446.500000 Penalty: 5223.562500
	Iteration 37Q: 3 clusters Score -3637446 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -3637482.750000 Penalty: 5223.562500
	Iteration 38Q: 3 clusters Score -3637483 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -3637529.250000 Penalty: 5223.562500
	Iteration 39Q: 3 clusters Score -3637529 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -3637563.250000 Penalty: 5223.562500
	Iteration 40F: 3 clusters Score -3637563 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -3637615.250000 Penalty: 5223.562500
	Iteration 41Q: 3 clusters Score -3637615 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -3637645.500000 Penalty: 5223.562500
	Iteration 42Q: 3 clusters Score -3637646 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -3637696.500000 Penalty: 5223.562500
	Iteration 43Q: 3 clusters Score -3637696 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -3637730.750000 Penalty: 5223.562500
	Iteration 44Q: 3 clusters Score -3637731 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -3637781.000000 Penalty: 5223.562500
	Iteration 45Q: 3 clusters Score -3637781 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -3637820.250000 Penalty: 5223.562500
	Iteration 46Q: 3 clusters Score -3637820 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -3637880.250000 Penalty: 5223.562500
	Iteration 47Q: 3 clusters Score -3637880 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -3637913.750000 Penalty: 5223.562500
	Iteration 48Q: 3 clusters Score -3637914 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -3637962.000000 Penalty: 5223.562500
	Iteration 49Q: 3 clusters Score -3637962 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -3637994.000000 Penalty: 5223.562500
	Iteration 50Q: 3 clusters Score -3637994 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -3638053.500000 Penalty: 5223.562500
	Iteration 51Q: 3 clusters Score -3638054 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -3638091.500000 Penalty: 5223.562500
	Iteration 52Q: 3 clusters Score -3638092 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -3638146.000000 Penalty: 5223.562500
	Iteration 53Q: 3 clusters Score -3638146 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -3638184.750000 Penalty: 5223.562500
	Iteration 54Q: 3 clusters Score -3638185 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -3638256.000000 Penalty: 5223.562500
	Iteration 55Q: 3 clusters Score -3638256 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -3638288.000000 Penalty: 5223.562500
	Iteration 56Q: 3 clusters Score -3638288 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -3638316.500000 Penalty: 5223.562500
	Iteration 57Q: 3 clusters Score -3638316 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -3638332.750000 Penalty: 5223.562500
	Iteration 58Q: 3 clusters Score -3638333 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -3638383.500000 Penalty: 5223.562500
	Iteration 59Q: 3 clusters Score -3638384 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -3638444.250000 Penalty: 5223.562500
	Iteration 60F: 3 clusters Score -3638444 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -3638480.750000 Penalty: 5223.562500
	Iteration 61Q: 3 clusters Score -3638481 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -3638544.000000 Penalty: 5223.562500
	Iteration 62Q: 3 clusters Score -3638544 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -3638636.000000 Penalty: 5223.562500
	Iteration 63Q: 3 clusters Score -3638636 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -3638773.000000 Penalty: 5223.562500
	Iteration 64Q: 3 clusters Score -3638773 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -3638937.250000 Penalty: 5223.562500
	Iteration 65Q: 3 clusters Score -3638937 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -3639118.000000 Penalty: 5223.562500
	Iteration 66Q: 3 clusters Score -3639118 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -3639289.500000 Penalty: 5223.562500
	Iteration 67Q: 3 clusters Score -3639290 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -3639395.500000 Penalty: 5223.562500
	Iteration 68Q: 3 clusters Score -3639396 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -3639453.250000 Penalty: 5223.562500
	Iteration 69Q: 3 clusters Score -3639453 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -3639487.000000 Penalty: 5223.562500
	Iteration 70Q: 3 clusters Score -3639487 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -3639518.250000 Penalty: 5223.562500
	Iteration 71Q: 3 clusters Score -3639518 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -3639533.250000 Penalty: 5223.562500
	Iteration 72Q: 3 clusters Score -3639533 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -3639550.500000 Penalty: 5223.562500
	Iteration 73Q: 3 clusters Score -3639550 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -3639568.500000 Penalty: 5223.562500
	Iteration 74Q: 3 clusters Score -3639568 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -3639574.750000 Penalty: 5223.562500
	Iteration 75Q: 3 clusters Score -3639575 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -3639593.000000 Penalty: 5223.562500
	Iteration 76Q: 3 clusters Score -3639593 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -3639604.250000 Penalty: 5223.562500
	Iteration 77Q: 3 clusters Score -3639604 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -3639622.500000 Penalty: 5223.562500
	Iteration 78Q: 3 clusters Score -3639622 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -3639623.000000 Penalty: 5223.562500
	Iteration 79Q: 3 clusters Score -3639623 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -3639631.000000 Penalty: 5223.562500
	Iteration 80F: 3 clusters Score -3639631 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -3639638.500000 Penalty: 5223.562500
	Iteration 81Q: 3 clusters Score -3639638 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -3639648.500000 Penalty: 5223.562500
	Iteration 82Q: 3 clusters Score -3639648 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -3639653.500000 Penalty: 5223.562500
	Iteration 83Q: 3 clusters Score -3639654 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -3639664.000000 Penalty: 5223.562500
	Iteration 84Q: 3 clusters Score -3639664 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -3639665.500000 Penalty: 5223.562500
	Iteration 85Q: 3 clusters Score -3639666 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -3639669.250000 Penalty: 5223.562500
	Iteration 86Q: 3 clusters Score -3639669 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -3639672.250000 Penalty: 5223.562500
	Iteration 87Q: 3 clusters Score -3639672 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -3639678.500000 Penalty: 5223.562500
	Iteration 88Q: 3 clusters Score -3639678 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -3639681.250000 Penalty: 5223.562500
	Iteration 89Q: 3 clusters Score -3639681 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -3639695.500000 Penalty: 5223.562500
	Iteration 90Q: 3 clusters Score -3639696 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -3639691.250000 Penalty: 5223.562500
	Iteration 91Q: 3 clusters Score -3639691 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -3639688.500000 Penalty: 5223.562500
	Iteration 92Q: 3 clusters Score -3639688 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -3639695.750000 Penalty: 5223.562500
	Iteration 93Q: 3 clusters Score -3639696 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -3639704.500000 Penalty: 5223.562500
	Iteration 94Q: 3 clusters Score -3639704 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -3639706.500000 Penalty: 5223.562500
	Iteration 95Q: 3 clusters Score -3639706 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -3639704.500000 Penalty: 5223.562500
	Iteration 96Q: 3 clusters Score -3639704 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -3639703.750000 Penalty: 5223.562500
	Iteration 97Q: 3 clusters Score -3639704 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -3639704.750000 Penalty: 5223.562500
	Iteration 98Q: 3 clusters Score -3639705 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -3639701.500000 Penalty: 5223.562500
	Iteration 99Q: 3 clusters Score -3639702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -3639711.250000 Penalty: 5223.562500
	Iteration 100F: 3 clusters Score -3639711 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -3639711.750000 Penalty: 5223.562500
	Iteration 101Q: 3 clusters Score -3639712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -3639720.750000 Penalty: 5223.562500
	Iteration 102Q: 3 clusters Score -3639721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -3639720.750000 Penalty: 5223.562500
	Iteration 103Q: 3 clusters Score -3639721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -3639717.500000 Penalty: 5223.562500
	Iteration 104Q: 3 clusters Score -3639718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -3639725.750000 Penalty: 5223.562500
	Iteration 105Q: 3 clusters Score -3639726 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -3639721.500000 Penalty: 5223.562500
	Iteration 106Q: 3 clusters Score -3639722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -3639723.750000 Penalty: 5223.562500
	Iteration 107Q: 3 clusters Score -3639724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -3639730.500000 Penalty: 5223.562500
	Iteration 108Q: 3 clusters Score -3639730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -3639748.500000 Penalty: 5223.562500
	Iteration 109Q: 3 clusters Score -3639748 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -3639752.500000 Penalty: 5223.562500
	Iteration 110Q: 3 clusters Score -3639752 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -3639748.750000 Penalty: 5223.562500
	Iteration 111Q: 3 clusters Score -3639749 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -3639760.500000 Penalty: 5223.562500
	Iteration 112Q: 3 clusters Score -3639760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -3639755.250000 Penalty: 5223.562500
	Iteration 113Q: 3 clusters Score -3639755 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -3639755.500000 Penalty: 5223.562500
	Iteration 114Q: 3 clusters Score -3639756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -3639763.000000 Penalty: 5223.562500
	Iteration 115Q: 3 clusters Score -3639763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -3639763.750000 Penalty: 5223.562500
	Iteration 116Q: 3 clusters Score -3639764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -3639766.500000 Penalty: 5223.562500
	Iteration 117Q: 3 clusters Score -3639766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -3639762.000000 Penalty: 5223.562500
	Iteration 118Q: 3 clusters Score -3639762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -3639760.000000 Penalty: 5223.562500
	Iteration 119Q: 3 clusters Score -3639760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -3639760.750000 Penalty: 5223.562500
	Iteration 120F: 3 clusters Score -3639761 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -3639771.500000 Penalty: 5223.562500
	Iteration 121Q: 3 clusters Score -3639772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -3639763.750000 Penalty: 5223.562500
	Iteration 122Q: 3 clusters Score -3639764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -3639760.000000 Penalty: 5223.562500
	Iteration 123Q: 3 clusters Score -3639760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -3639762.750000 Penalty: 5223.562500
	Iteration 124Q: 3 clusters Score -3639763 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -3639781.500000 Penalty: 5223.562500
	Iteration 125Q: 3 clusters Score -3639782 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -3639788.500000 Penalty: 5223.562500
	Iteration 126Q: 3 clusters Score -3639788 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -3639785.750000 Penalty: 5223.562500
	Iteration 127Q: 3 clusters Score -3639786 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -3639793.750000 Penalty: 5223.562500
	Iteration 128Q: 3 clusters Score -3639794 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -3639800.500000 Penalty: 5223.562500
	Iteration 129Q: 3 clusters Score -3639800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -3639806.000000 Penalty: 5223.562500
	Iteration 130Q: 3 clusters Score -3639806 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -3639810.000000 Penalty: 5223.562500
	Iteration 131Q: 3 clusters Score -3639810 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -3639820.000000 Penalty: 5223.562500
	Iteration 132Q: 3 clusters Score -3639820 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -3639825.250000 Penalty: 5223.562500
	Iteration 133Q: 3 clusters Score -3639825 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -3639835.000000 Penalty: 5223.562500
	Iteration 134Q: 3 clusters Score -3639835 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -3639848.250000 Penalty: 5223.562500
	Iteration 135Q: 3 clusters Score -3639848 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -3639845.750000 Penalty: 5223.562500
	Iteration 136Q: 3 clusters Score -3639846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -3639846.000000 Penalty: 5223.562500
	Iteration 137Q: 3 clusters Score -3639846 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -3639859.250000 Penalty: 5223.562500
	Iteration 138Q: 3 clusters Score -3639859 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -3639853.000000 Penalty: 5223.562500
	Iteration 139Q: 3 clusters Score -3639853 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -3639855.500000 Penalty: 5223.562500
	Iteration 140F: 3 clusters Score -3639856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -3639857.500000 Penalty: 5223.562500
	Iteration 141Q: 3 clusters Score -3639858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -3639855.750000 Penalty: 5223.562500
	Iteration 142Q: 3 clusters Score -3639856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -3639855.250000 Penalty: 5223.562500
	Iteration 143Q: 3 clusters Score -3639855 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -3639855.500000 Penalty: 5223.562500
	Iteration 144Q: 3 clusters Score -3639856 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -3639862.750000 Penalty: 5223.562500
	Iteration 145Q: 3 clusters Score -3639863 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -3639865.000000 Penalty: 5223.562500
	Iteration 146Q: 3 clusters Score -3639865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -3639864.750000 Penalty: 5223.562500
	Iteration 147Q: 3 clusters Score -3639865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -3639863.500000 Penalty: 5223.562500
	Iteration 148Q: 3 clusters Score -3639864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -3639865.000000 Penalty: 5223.562500
	Iteration 149Q: 3 clusters Score -3639865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -3639862.250000 Penalty: 5223.562500
	Iteration 150Q: 3 clusters Score -3639862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -3639859.000000 Penalty: 5223.562500
	Iteration 151Q: 3 clusters Score -3639859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -3639868.500000 Penalty: 5223.562500
	Iteration 152Q: 3 clusters Score -3639868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -3639869.250000 Penalty: 5223.562500
	Iteration 153Q: 3 clusters Score -3639869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -3639871.250000 Penalty: 5223.562500
	Iteration 154Q: 3 clusters Score -3639871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -3639869.750000 Penalty: 5223.562500
	Iteration 155Q: 3 clusters Score -3639870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -3639867.250000 Penalty: 5223.562500
	Iteration 156Q: 3 clusters Score -3639867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -3639867.250000 Penalty: 5223.562500
	Iteration 157Q: 3 clusters Score -3639867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -3639866.000000 Penalty: 5223.562500
	Iteration 158Q: 3 clusters Score -3639866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -3639866.000000 Penalty: 5223.562500
	Iteration 159Q: 3 clusters Score -3639866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -3639869.500000 Penalty: 5223.562500
	Iteration 160F: 3 clusters Score -3639870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -3639868.750000 Penalty: 5223.562500
	Iteration 161Q: 3 clusters Score -3639869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -3639868.250000 Penalty: 5223.562500
	Iteration 162Q: 3 clusters Score -3639868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -3639870.000000 Penalty: 5223.562500
	Iteration 163Q: 3 clusters Score -3639870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -3639869.500000 Penalty: 5223.562500
	Iteration 164Q: 3 clusters Score -3639870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -3639862.500000 Penalty: 5223.562500
	Iteration 165Q: 3 clusters Score -3639862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -3639863.750000 Penalty: 5223.562500
	Iteration 166Q: 3 clusters Score -3639864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -3639862.250000 Penalty: 5223.562500
	Iteration 167Q: 3 clusters Score -3639862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -3639862.250000 Penalty: 5223.562500
	Iteration 168F: 3 clusters Score -3639862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 17199 members 
Mstep: Class 4 contains 77580 members 
Mstep: Class 5 contains 49902 members 
Mstep: Class 6 contains 37920 members 
Mstep: Class 7 contains 81320 members 
Mstep: Class 8 contains 29993 members 
Mstep: Class 9 contains 10453 members 
Mstep: Class 10 contains 31409 members 
Mstep: Class 11 contains 5473 members 
Mstep: Class 12 contains 96489 members 
Mstep: Class 13 contains 7595 members 
Mstep: Class 14 contains 21035 members 
Mstep: Class 15 contains 4939 members 
Mstep: Class 17 contains 18754 members 
Mstep: Class 18 contains 23224 members 
Mstep: Class 19 contains 30659 members 
Mstep: Class 20 contains 47964 members 
Mstep: Class 21 contains 20071 members 
Mstep: Class 22 contains 26002 members 
Entering Unmasked Estep 
Score: -64572704.000000 Penalty: 69693.304688
Splitting cluster 1 changes total score from -64571640.000000 to -64572704.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -312693.218750 Penalty: 2061.043945
	Iteration 0F: 2 clusters Score -312693.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -309452.218750 Penalty: 4122.087891
	Iteration 0F: 3 clusters Score -309452.2 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -316654.656250 Penalty: 4122.087891
	Iteration 1F: 3 clusters Score -316654.7 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -321712.468750 Penalty: 4122.087891
	Iteration 2F: 3 clusters Score -321712.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -325709.562500 Penalty: 4122.087891
	Iteration 3F: 3 clusters Score -325709.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -328057.156250 Penalty: 4122.087891
	Iteration 4Q: 3 clusters Score -328057.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -329443.406250 Penalty: 4122.087891
	Iteration 5Q: 3 clusters Score -329443.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -329500.875000 Penalty: 4122.087891
	Iteration 6Q: 3 clusters Score -329500.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -329573.250000 Penalty: 4122.087891
	Iteration 7Q: 3 clusters Score -329573.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -329675.375000 Penalty: 4122.087891
	Iteration 8Q: 3 clusters Score -329675.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -329832.875000 Penalty: 4122.087891
	Iteration 9Q: 3 clusters Score -329832.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -329935.218750 Penalty: 4122.087891
	Iteration 10Q: 3 clusters Score -329935.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -329976.281250 Penalty: 4122.087891
	Iteration 11Q: 3 clusters Score -329976.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -329976.281250 Penalty: 4122.087891
	Iteration 12F: 3 clusters Score -329976.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2479 members 
Mstep: Class 3 contains 17199 members 
Mstep: Class 4 contains 77580 members 
Mstep: Class 5 contains 49902 members 
Mstep: Class 6 contains 37920 members 
Mstep: Class 7 contains 81320 members 
Mstep: Class 8 contains 29993 members 
Mstep: Class 9 contains 10453 members 
Mstep: Class 10 contains 31409 members 
Mstep: Class 11 contains 5473 members 
Mstep: Class 12 contains 96489 members 
Mstep: Class 13 contains 7595 members 
Mstep: Class 14 contains 21035 members 
Mstep: Class 15 contains 4939 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 18754 members 
Mstep: Class 18 contains 23224 members 
Mstep: Class 19 contains 30659 members 
Mstep: Class 20 contains 47964 members 
Mstep: Class 21 contains 20071 members 
Mstep: Class 22 contains 26002 members 
Entering Unmasked Estep 
Score: -64588660.000000 Penalty: 73012.031250
Splitting cluster 2 changes total score from -64571640.000000 to -64588660.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 3 (17199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Entering Unmasked Estep 
Score: -1282990.250000 Penalty: 2418.646484
	Iteration 0F: 2 clusters Score -1282990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1270833.500000 Penalty: 4837.292969
	Iteration 0F: 3 clusters Score -1270834 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1275193.375000 Penalty: 4837.292969
	Iteration 1F: 3 clusters Score -1275193 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1275963.125000 Penalty: 4837.292969
	Iteration 2F: 3 clusters Score -1275963 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1276769.125000 Penalty: 4837.292969
	Iteration 3F: 3 clusters Score -1276769 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1277641.000000 Penalty: 4837.292969
	Iteration 4F: 3 clusters Score -1277641 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1278482.625000 Penalty: 4837.292969
	Iteration 5F: 3 clusters Score -1278483 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1279236.375000 Penalty: 4837.292969
	Iteration 6F: 3 clusters Score -1279236 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1279868.875000 Penalty: 4837.292969
	Iteration 7F: 3 clusters Score -1279869 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1280322.000000 Penalty: 4837.292969
	Iteration 8Q: 3 clusters Score -1280322 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1280648.250000 Penalty: 4837.292969
	Iteration 9Q: 3 clusters Score -1280648 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1280845.000000 Penalty: 4837.292969
	Iteration 10Q: 3 clusters Score -1280845 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1280984.250000 Penalty: 4837.292969
	Iteration 11Q: 3 clusters Score -1280984 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1281085.000000 Penalty: 4837.292969
	Iteration 12Q: 3 clusters Score -1281085 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1281166.375000 Penalty: 4837.292969
	Iteration 13Q: 3 clusters Score -1281166 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1281240.000000 Penalty: 4837.292969
	Iteration 14Q: 3 clusters Score -1281240 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1281316.375000 Penalty: 4837.292969
	Iteration 15Q: 3 clusters Score -1281316 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1281389.500000 Penalty: 4837.292969
	Iteration 16Q: 3 clusters Score -1281390 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1281444.500000 Penalty: 4837.292969
	Iteration 17Q: 3 clusters Score -1281444 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1281505.000000 Penalty: 4837.292969
	Iteration 18Q: 3 clusters Score -1281505 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1281572.000000 Penalty: 4837.292969
	Iteration 19Q: 3 clusters Score -1281572 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1281647.750000 Penalty: 4837.292969
	Iteration 20F: 3 clusters Score -1281648 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1281746.625000 Penalty: 4837.292969
	Iteration 21Q: 3 clusters Score -1281747 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1281852.125000 Penalty: 4837.292969
	Iteration 22Q: 3 clusters Score -1281852 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1281954.500000 Penalty: 4837.292969
	Iteration 23Q: 3 clusters Score -1281954 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1282055.000000 Penalty: 4837.292969
	Iteration 24Q: 3 clusters Score -1282055 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1282122.625000 Penalty: 4837.292969
	Iteration 25Q: 3 clusters Score -1282123 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1282190.875000 Penalty: 4837.292969
	Iteration 26Q: 3 clusters Score -1282191 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1282239.375000 Penalty: 4837.292969
	Iteration 27Q: 3 clusters Score -1282239 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1282269.500000 Penalty: 4837.292969
	Iteration 28Q: 3 clusters Score -1282270 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1282300.375000 Penalty: 4837.292969
	Iteration 29Q: 3 clusters Score -1282300 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1282320.125000 Penalty: 4837.292969
	Iteration 30Q: 3 clusters Score -1282320 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1282332.500000 Penalty: 4837.292969
	Iteration 31Q: 3 clusters Score -1282332 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1282340.750000 Penalty: 4837.292969
	Iteration 32Q: 3 clusters Score -1282341 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1282350.375000 Penalty: 4837.292969
	Iteration 33Q: 3 clusters Score -1282350 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1282358.250000 Penalty: 4837.292969
	Iteration 34Q: 3 clusters Score -1282358 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1282362.625000 Penalty: 4837.292969
	Iteration 35Q: 3 clusters Score -1282363 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1282369.250000 Penalty: 4837.292969
	Iteration 36Q: 3 clusters Score -1282369 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1282370.875000 Penalty: 4837.292969
	Iteration 37Q: 3 clusters Score -1282371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1282372.750000 Penalty: 4837.292969
	Iteration 38Q: 3 clusters Score -1282373 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1282374.875000 Penalty: 4837.292969
	Iteration 39Q: 3 clusters Score -1282375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1282378.750000 Penalty: 4837.292969
	Iteration 40F: 3 clusters Score -1282379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1282380.375000 Penalty: 4837.292969
	Iteration 41Q: 3 clusters Score -1282380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1282379.125000 Penalty: 4837.292969
	Iteration 42Q: 3 clusters Score -1282379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1282381.125000 Penalty: 4837.292969
	Iteration 43Q: 3 clusters Score -1282381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1282378.875000 Penalty: 4837.292969
	Iteration 44Q: 3 clusters Score -1282379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1282378.250000 Penalty: 4837.292969
	Iteration 45Q: 3 clusters Score -1282378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1282377.750000 Penalty: 4837.292969
	Iteration 46Q: 3 clusters Score -1282378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1282378.000000 Penalty: 4837.292969
	Iteration 47Q: 3 clusters Score -1282378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1282379.000000 Penalty: 4837.292969
	Iteration 48Q: 3 clusters Score -1282379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1282381.625000 Penalty: 4837.292969
	Iteration 49Q: 3 clusters Score -1282382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1282379.750000 Penalty: 4837.292969
	Iteration 50Q: 3 clusters Score -1282380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1282378.500000 Penalty: 4837.292969
	Iteration 51Q: 3 clusters Score -1282378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1282378.500000 Penalty: 4837.292969
	Iteration 52F: 3 clusters Score -1282378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (77580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77580 members 
Entering Unmasked Estep 
Score: -8309244.000000 Penalty: 2792.248047
	Iteration 0F: 2 clusters Score -8309244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -8257154.000000 Penalty: 5584.496094
	Iteration 0F: 3 clusters Score -8257154 nChanged 36544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -8277883.000000 Penalty: 5584.496094
	Iteration 1F: 3 clusters Score -8277883 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -8279835.500000 Penalty: 5584.496094
	Iteration 2Q: 3 clusters Score -8279836 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -8283550.500000 Penalty: 5584.496094
	Iteration 3F: 3 clusters Score -8283550 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -8289190.500000 Penalty: 5584.496094
	Iteration 4F: 3 clusters Score -8289190 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 50038 members 
Entering Unmasked Estep 
Score: -8296028.500000 Penalty: 5584.496094
	Iteration 5F: 3 clusters Score -8296028 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 52740 members 
Entering Unmasked Estep 
Score: -8301173.000000 Penalty: 5584.496094
	Iteration 6F: 3 clusters Score -8301173 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 54461 members 
Entering Unmasked Estep 
Score: -8304320.500000 Penalty: 5584.496094
	Iteration 7F: 3 clusters Score -8304320 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 55528 members 
Entering Unmasked Estep 
Score: -8306069.500000 Penalty: 5584.496094
	Iteration 8Q: 3 clusters Score -8306070 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 56451 members 
Entering Unmasked Estep 
Score: -8307517.500000 Penalty: 5584.496094
	Iteration 9Q: 3 clusters Score -8307518 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 57210 members 
Entering Unmasked Estep 
Score: -8308952.500000 Penalty: 5584.496094
	Iteration 10Q: 3 clusters Score -8308952 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 57924 members 
Entering Unmasked Estep 
Score: -8310286.000000 Penalty: 5584.496094
	Iteration 11Q: 3 clusters Score -8310286 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 58645 members 
Entering Unmasked Estep 
Score: -8311646.000000 Penalty: 5584.496094
	Iteration 12Q: 3 clusters Score -8311646 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 59257 members 
Entering Unmasked Estep 
Score: -8312683.000000 Penalty: 5584.496094
	Iteration 13Q: 3 clusters Score -8312683 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 59761 members 
Entering Unmasked Estep 
Score: -8313398.500000 Penalty: 5584.496094
	Iteration 14Q: 3 clusters Score -8313398 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 60092 members 
Entering Unmasked Estep 
Score: -8313761.500000 Penalty: 5584.496094
	Iteration 15Q: 3 clusters Score -8313762 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 60289 members 
Entering Unmasked Estep 
Score: -8313973.000000 Penalty: 5584.496094
	Iteration 16Q: 3 clusters Score -8313973 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 60400 members 
Entering Unmasked Estep 
Score: -8314136.000000 Penalty: 5584.496094
	Iteration 17Q: 3 clusters Score -8314136 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 60425 members 
Entering Unmasked Estep 
Score: -8314231.000000 Penalty: 5584.496094
	Iteration 18Q: 3 clusters Score -8314231 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 60408 members 
Entering Unmasked Estep 
Score: -8314333.500000 Penalty: 5584.496094
	Iteration 19Q: 3 clusters Score -8314334 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 60410 members 
Entering Unmasked Estep 
Score: -8314356.500000 Penalty: 5584.496094
	Iteration 20F: 3 clusters Score -8314356 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 60385 members 
Entering Unmasked Estep 
Score: -8314415.500000 Penalty: 5584.496094
	Iteration 21Q: 3 clusters Score -8314416 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 60346 members 
Entering Unmasked Estep 
Score: -8314522.000000 Penalty: 5584.496094
	Iteration 22Q: 3 clusters Score -8314522 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 60317 members 
Entering Unmasked Estep 
Score: -8314567.500000 Penalty: 5584.496094
	Iteration 23Q: 3 clusters Score -8314568 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 60304 members 
Entering Unmasked Estep 
Score: -8314618.500000 Penalty: 5584.496094
	Iteration 24Q: 3 clusters Score -8314618 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 60305 members 
Entering Unmasked Estep 
Score: -8314736.000000 Penalty: 5584.496094
	Iteration 25Q: 3 clusters Score -8314736 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 60313 members 
Entering Unmasked Estep 
Score: -8314825.000000 Penalty: 5584.496094
	Iteration 26Q: 3 clusters Score -8314825 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 60341 members 
Entering Unmasked Estep 
Score: -8314900.000000 Penalty: 5584.496094
	Iteration 27Q: 3 clusters Score -8314900 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 60393 members 
Entering Unmasked Estep 
Score: -8315028.000000 Penalty: 5584.496094
	Iteration 28Q: 3 clusters Score -8315028 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 60481 members 
Entering Unmasked Estep 
Score: -8315229.000000 Penalty: 5584.496094
	Iteration 29Q: 3 clusters Score -8315229 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 60580 members 
Entering Unmasked Estep 
Score: -8315521.500000 Penalty: 5584.496094
	Iteration 30Q: 3 clusters Score -8315522 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 60623 members 
Entering Unmasked Estep 
Score: -8315718.000000 Penalty: 5584.496094
	Iteration 31Q: 3 clusters Score -8315718 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 60623 members 
Entering Unmasked Estep 
Score: -8315833.000000 Penalty: 5584.496094
	Iteration 32Q: 3 clusters Score -8315833 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 60585 members 
Entering Unmasked Estep 
Score: -8315884.000000 Penalty: 5584.496094
	Iteration 33Q: 3 clusters Score -8315884 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 60511 members 
Entering Unmasked Estep 
Score: -8315889.500000 Penalty: 5584.496094
	Iteration 34Q: 3 clusters Score -8315890 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 60413 members 
Entering Unmasked Estep 
Score: -8315937.000000 Penalty: 5584.496094
	Iteration 35Q: 3 clusters Score -8315937 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 60286 members 
Entering Unmasked Estep 
Score: -8315956.500000 Penalty: 5584.496094
	Iteration 36Q: 3 clusters Score -8315956 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 60135 members 
Entering Unmasked Estep 
Score: -8315974.500000 Penalty: 5584.496094
	Iteration 37Q: 3 clusters Score -8315974 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 60003 members 
Entering Unmasked Estep 
Score: -8315989.500000 Penalty: 5584.496094
	Iteration 38Q: 3 clusters Score -8315990 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 59878 members 
Entering Unmasked Estep 
Score: -8316003.000000 Penalty: 5584.496094
	Iteration 39Q: 3 clusters Score -8316003 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 59758 members 
Entering Unmasked Estep 
Score: -8316023.000000 Penalty: 5584.496094
	Iteration 40F: 3 clusters Score -8316023 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 59641 members 
Entering Unmasked Estep 
Score: -8316040.500000 Penalty: 5584.496094
	Iteration 41Q: 3 clusters Score -8316040 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 59520 members 
Entering Unmasked Estep 
Score: -8316050.500000 Penalty: 5584.496094
	Iteration 42Q: 3 clusters Score -8316050 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 59420 members 
Entering Unmasked Estep 
Score: -8316057.500000 Penalty: 5584.496094
	Iteration 43Q: 3 clusters Score -8316058 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 59317 members 
Entering Unmasked Estep 
Score: -8316052.000000 Penalty: 5584.496094
	Iteration 44Q: 3 clusters Score -8316052 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 59208 members 
Entering Unmasked Estep 
Score: -8316042.500000 Penalty: 5584.496094
	Iteration 45Q: 3 clusters Score -8316042 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 59096 members 
Entering Unmasked Estep 
Score: -8316059.000000 Penalty: 5584.496094
	Iteration 46Q: 3 clusters Score -8316059 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 59005 members 
Entering Unmasked Estep 
Score: -8316090.500000 Penalty: 5584.496094
	Iteration 47Q: 3 clusters Score -8316090 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 58929 members 
Entering Unmasked Estep 
Score: -8316093.000000 Penalty: 5584.496094
	Iteration 48Q: 3 clusters Score -8316093 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 58858 members 
Entering Unmasked Estep 
Score: -8316098.500000 Penalty: 5584.496094
	Iteration 49Q: 3 clusters Score -8316098 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 58784 members 
Entering Unmasked Estep 
Score: -8316117.000000 Penalty: 5584.496094
	Iteration 50Q: 3 clusters Score -8316117 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 58726 members 
Entering Unmasked Estep 
Score: -8316111.500000 Penalty: 5584.496094
	Iteration 51Q: 3 clusters Score -8316112 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 58662 members 
Entering Unmasked Estep 
Score: -8316114.500000 Penalty: 5584.496094
	Iteration 52Q: 3 clusters Score -8316114 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 58608 members 
Entering Unmasked Estep 
Score: -8316100.500000 Penalty: 5584.496094
	Iteration 53Q: 3 clusters Score -8316100 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 58553 members 
Entering Unmasked Estep 
Score: -8316118.500000 Penalty: 5584.496094
	Iteration 54Q: 3 clusters Score -8316118 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 58499 members 
Entering Unmasked Estep 
Score: -8316126.500000 Penalty: 5584.496094
	Iteration 55Q: 3 clusters Score -8316126 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 58446 members 
Entering Unmasked Estep 
Score: -8316130.000000 Penalty: 5584.496094
	Iteration 56Q: 3 clusters Score -8316130 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 58404 members 
Entering Unmasked Estep 
Score: -8316141.000000 Penalty: 5584.496094
	Iteration 57Q: 3 clusters Score -8316141 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 58366 members 
Entering Unmasked Estep 
Score: -8316138.000000 Penalty: 5584.496094
	Iteration 58Q: 3 clusters Score -8316138 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 58325 members 
Entering Unmasked Estep 
Score: -8316140.500000 Penalty: 5584.496094
	Iteration 59Q: 3 clusters Score -8316140 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 58294 members 
Entering Unmasked Estep 
Score: -8316142.000000 Penalty: 5584.496094
	Iteration 60F: 3 clusters Score -8316142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 58265 members 
Entering Unmasked Estep 
Score: -8316139.000000 Penalty: 5584.496094
	Iteration 61Q: 3 clusters Score -8316139 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 58241 members 
Entering Unmasked Estep 
Score: -8316148.000000 Penalty: 5584.496094
	Iteration 62Q: 3 clusters Score -8316148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 58219 members 
Entering Unmasked Estep 
Score: -8316135.500000 Penalty: 5584.496094
	Iteration 63Q: 3 clusters Score -8316136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 58196 members 
Entering Unmasked Estep 
Score: -8316129.500000 Penalty: 5584.496094
	Iteration 64Q: 3 clusters Score -8316130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 58168 members 
Entering Unmasked Estep 
Score: -8316145.500000 Penalty: 5584.496094
	Iteration 65Q: 3 clusters Score -8316146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 58146 members 
Entering Unmasked Estep 
Score: -8316141.000000 Penalty: 5584.496094
	Iteration 66Q: 3 clusters Score -8316141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 58124 members 
Entering Unmasked Estep 
Score: -8316132.500000 Penalty: 5584.496094
	Iteration 67Q: 3 clusters Score -8316132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 58108 members 
Entering Unmasked Estep 
Score: -8316158.000000 Penalty: 5584.496094
	Iteration 68Q: 3 clusters Score -8316158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 58097 members 
Entering Unmasked Estep 
Score: -8316150.500000 Penalty: 5584.496094
	Iteration 69Q: 3 clusters Score -8316150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 58090 members 
Entering Unmasked Estep 
Score: -8316149.000000 Penalty: 5584.496094
	Iteration 70Q: 3 clusters Score -8316149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 58077 members 
Entering Unmasked Estep 
Score: -8316149.500000 Penalty: 5584.496094
	Iteration 71Q: 3 clusters Score -8316150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 58064 members 
Entering Unmasked Estep 
Score: -8316144.000000 Penalty: 5584.496094
	Iteration 72Q: 3 clusters Score -8316144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 58051 members 
Entering Unmasked Estep 
Score: -8316148.000000 Penalty: 5584.496094
	Iteration 73Q: 3 clusters Score -8316148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 58045 members 
Entering Unmasked Estep 
Score: -8316144.000000 Penalty: 5584.496094
	Iteration 74Q: 3 clusters Score -8316144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 58040 members 
Entering Unmasked Estep 
Score: -8316148.000000 Penalty: 5584.496094
	Iteration 75Q: 3 clusters Score -8316148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 58034 members 
Entering Unmasked Estep 
Score: -8316154.500000 Penalty: 5584.496094
	Iteration 76Q: 3 clusters Score -8316154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 58028 members 
Entering Unmasked Estep 
Score: -8316142.000000 Penalty: 5584.496094
	Iteration 77Q: 3 clusters Score -8316142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 58025 members 
Entering Unmasked Estep 
Score: -8316143.500000 Penalty: 5584.496094
	Iteration 78Q: 3 clusters Score -8316144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 58022 members 
Entering Unmasked Estep 
Score: -8316134.500000 Penalty: 5584.496094
	Iteration 79Q: 3 clusters Score -8316134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 58017 members 
Entering Unmasked Estep 
Score: -8316143.500000 Penalty: 5584.496094
	Iteration 80F: 3 clusters Score -8316144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 58013 members 
Entering Unmasked Estep 
Score: -8316146.500000 Penalty: 5584.496094
	Iteration 81Q: 3 clusters Score -8316146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 58009 members 
Entering Unmasked Estep 
Score: -8316141.500000 Penalty: 5584.496094
	Iteration 82Q: 3 clusters Score -8316142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 58007 members 
Entering Unmasked Estep 
Score: -8316145.500000 Penalty: 5584.496094
	Iteration 83Q: 3 clusters Score -8316146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 58005 members 
Entering Unmasked Estep 
Score: -8316145.500000 Penalty: 5584.496094
	Iteration 84Q: 3 clusters Score -8316146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 57999 members 
Entering Unmasked Estep 
Score: -8316147.500000 Penalty: 5584.496094
	Iteration 85Q: 3 clusters Score -8316148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 57994 members 
Entering Unmasked Estep 
Score: -8316149.000000 Penalty: 5584.496094
	Iteration 86Q: 3 clusters Score -8316149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 57989 members 
Entering Unmasked Estep 
Score: -8316149.500000 Penalty: 5584.496094
	Iteration 87Q: 3 clusters Score -8316150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 57984 members 
Entering Unmasked Estep 
Score: -8316154.500000 Penalty: 5584.496094
	Iteration 88Q: 3 clusters Score -8316154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 57981 members 
Entering Unmasked Estep 
Score: -8316155.000000 Penalty: 5584.496094
	Iteration 89Q: 3 clusters Score -8316155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 57980 members 
Entering Unmasked Estep 
Score: -8316154.000000 Penalty: 5584.496094
	Iteration 90Q: 3 clusters Score -8316154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 57980 members 
Entering Unmasked Estep 
Score: -8316154.000000 Penalty: 5584.496094
	Iteration 91F: 3 clusters Score -8316154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2479 members 
Mstep: Class 3 contains 17199 members 
Mstep: Class 4 contains 19600 members 
Mstep: Class 5 contains 49902 members 
Mstep: Class 6 contains 37920 members 
Mstep: Class 7 contains 81320 members 
Mstep: Class 8 contains 29993 members 
Mstep: Class 9 contains 10453 members 
Mstep: Class 10 contains 31409 members 
Mstep: Class 11 contains 5473 members 
Mstep: Class 12 contains 96489 members 
Mstep: Class 13 contains 7595 members 
Mstep: Class 14 contains 21035 members 
Mstep: Class 15 contains 4939 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 18754 members 
Mstep: Class 18 contains 23224 members 
Mstep: Class 19 contains 30659 members 
Mstep: Class 20 contains 47964 members 
Mstep: Class 21 contains 20071 members 
Mstep: Class 22 contains 26002 members 
Mstep: Class 23 contains 57980 members 
Entering Unmasked Estep 
Score: -64595068.000000 Penalty: 76330.757812
Splitting cluster 4 changes total score from -64571640.000000 to -64595068.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (49902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49902 members 
Entering Unmasked Estep 
Score: -4845678.500000 Penalty: 2682.818604
	Iteration 0F: 2 clusters Score -4845678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -4812141.000000 Penalty: 5365.637207
	Iteration 0F: 3 clusters Score -4812141 nChanged 23035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -4825750.000000 Penalty: 5365.637207
	Iteration 1F: 3 clusters Score -4825750 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -4827789.000000 Penalty: 5365.637207
	Iteration 2F: 3 clusters Score -4827789 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -4830914.500000 Penalty: 5365.637207
	Iteration 3F: 3 clusters Score -4830914 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -4834732.000000 Penalty: 5365.637207
	Iteration 4F: 3 clusters Score -4834732 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -4838291.500000 Penalty: 5365.637207
	Iteration 5F: 3 clusters Score -4838292 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -4840963.500000 Penalty: 5365.637207
	Iteration 6F: 3 clusters Score -4840964 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -4842768.000000 Penalty: 5365.637207
	Iteration 7F: 3 clusters Score -4842768 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -4843837.000000 Penalty: 5365.637207
	Iteration 8Q: 3 clusters Score -4843837 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -4844437.000000 Penalty: 5365.637207
	Iteration 9Q: 3 clusters Score -4844437 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -4844847.000000 Penalty: 5365.637207
	Iteration 10Q: 3 clusters Score -4844847 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -4845141.500000 Penalty: 5365.637207
	Iteration 11Q: 3 clusters Score -4845142 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -4845353.500000 Penalty: 5365.637207
	Iteration 12Q: 3 clusters Score -4845354 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -4845578.000000 Penalty: 5365.637207
	Iteration 13Q: 3 clusters Score -4845578 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -4845679.500000 Penalty: 5365.637207
	Iteration 14Q: 3 clusters Score -4845680 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -4845789.500000 Penalty: 5365.637207
	Iteration 15Q: 3 clusters Score -4845790 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -4845887.000000 Penalty: 5365.637207
	Iteration 16Q: 3 clusters Score -4845887 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -4845979.000000 Penalty: 5365.637207
	Iteration 17Q: 3 clusters Score -4845979 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -4846073.000000 Penalty: 5365.637207
	Iteration 18Q: 3 clusters Score -4846073 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -4846151.000000 Penalty: 5365.637207
	Iteration 19Q: 3 clusters Score -4846151 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -4846188.000000 Penalty: 5365.637207
	Iteration 20F: 3 clusters Score -4846188 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -4846258.000000 Penalty: 5365.637207
	Iteration 21Q: 3 clusters Score -4846258 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -4846294.500000 Penalty: 5365.637207
	Iteration 22Q: 3 clusters Score -4846294 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -4846362.000000 Penalty: 5365.637207
	Iteration 23Q: 3 clusters Score -4846362 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -4846392.500000 Penalty: 5365.637207
	Iteration 24Q: 3 clusters Score -4846392 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -4846433.500000 Penalty: 5365.637207
	Iteration 25Q: 3 clusters Score -4846434 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -4846483.000000 Penalty: 5365.637207
	Iteration 26Q: 3 clusters Score -4846483 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -4846484.500000 Penalty: 5365.637207
	Iteration 27Q: 3 clusters Score -4846484 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -4846523.000000 Penalty: 5365.637207
	Iteration 28Q: 3 clusters Score -4846523 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -4846531.000000 Penalty: 5365.637207
	Iteration 29Q: 3 clusters Score -4846531 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -4846571.500000 Penalty: 5365.637207
	Iteration 30Q: 3 clusters Score -4846572 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -4846602.500000 Penalty: 5365.637207
	Iteration 31Q: 3 clusters Score -4846602 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -4846613.500000 Penalty: 5365.637207
	Iteration 32Q: 3 clusters Score -4846614 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -4846636.500000 Penalty: 5365.637207
	Iteration 33Q: 3 clusters Score -4846636 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -4846655.000000 Penalty: 5365.637207
	Iteration 34Q: 3 clusters Score -4846655 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -4846635.500000 Penalty: 5365.637207
	Iteration 35Q: 3 clusters Score -4846636 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -4846644.500000 Penalty: 5365.637207
	Iteration 36Q: 3 clusters Score -4846644 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -4846646.000000 Penalty: 5365.637207
	Iteration 37Q: 3 clusters Score -4846646 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -4846641.000000 Penalty: 5365.637207
	Iteration 38Q: 3 clusters Score -4846641 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -4846651.000000 Penalty: 5365.637207
	Iteration 39Q: 3 clusters Score -4846651 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -4846649.000000 Penalty: 5365.637207
	Iteration 40F: 3 clusters Score -4846649 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -4846661.500000 Penalty: 5365.637207
	Iteration 41Q: 3 clusters Score -4846662 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -4846693.000000 Penalty: 5365.637207
	Iteration 42Q: 3 clusters Score -4846693 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -4846686.000000 Penalty: 5365.637207
	Iteration 43Q: 3 clusters Score -4846686 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -4846709.500000 Penalty: 5365.637207
	Iteration 44Q: 3 clusters Score -4846710 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -4846714.000000 Penalty: 5365.637207
	Iteration 45Q: 3 clusters Score -4846714 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -4846712.500000 Penalty: 5365.637207
	Iteration 46Q: 3 clusters Score -4846712 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -4846718.500000 Penalty: 5365.637207
	Iteration 47Q: 3 clusters Score -4846718 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -4846737.500000 Penalty: 5365.637207
	Iteration 48Q: 3 clusters Score -4846738 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -4846747.000000 Penalty: 5365.637207
	Iteration 49Q: 3 clusters Score -4846747 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -4846746.000000 Penalty: 5365.637207
	Iteration 50Q: 3 clusters Score -4846746 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -4846752.500000 Penalty: 5365.637207
	Iteration 51Q: 3 clusters Score -4846752 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -4846764.500000 Penalty: 5365.637207
	Iteration 52Q: 3 clusters Score -4846764 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -4846783.000000 Penalty: 5365.637207
	Iteration 53Q: 3 clusters Score -4846783 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -4846783.000000 Penalty: 5365.637207
	Iteration 54Q: 3 clusters Score -4846783 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -4846788.500000 Penalty: 5365.637207
	Iteration 55Q: 3 clusters Score -4846788 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -4846793.500000 Penalty: 5365.637207
	Iteration 56Q: 3 clusters Score -4846794 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -4846781.000000 Penalty: 5365.637207
	Iteration 57Q: 3 clusters Score -4846781 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -4846778.000000 Penalty: 5365.637207
	Iteration 58Q: 3 clusters Score -4846778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -4846778.000000 Penalty: 5365.637207
	Iteration 59Q: 3 clusters Score -4846778 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -4846780.500000 Penalty: 5365.637207
	Iteration 60F: 3 clusters Score -4846780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -4846787.000000 Penalty: 5365.637207
	Iteration 61Q: 3 clusters Score -4846787 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -4846789.000000 Penalty: 5365.637207
	Iteration 62Q: 3 clusters Score -4846789 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -4846790.000000 Penalty: 5365.637207
	Iteration 63Q: 3 clusters Score -4846790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -4846790.000000 Penalty: 5365.637207
	Iteration 64Q: 3 clusters Score -4846790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -4846788.000000 Penalty: 5365.637207
	Iteration 65Q: 3 clusters Score -4846788 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -4846793.000000 Penalty: 5365.637207
	Iteration 66Q: 3 clusters Score -4846793 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -4846795.500000 Penalty: 5365.637207
	Iteration 67Q: 3 clusters Score -4846796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -4846796.000000 Penalty: 5365.637207
	Iteration 68Q: 3 clusters Score -4846796 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -4846805.000000 Penalty: 5365.637207
	Iteration 69Q: 3 clusters Score -4846805 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -4846805.000000 Penalty: 5365.637207
	Iteration 70Q: 3 clusters Score -4846805 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -4846804.500000 Penalty: 5365.637207
	Iteration 71Q: 3 clusters Score -4846804 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -4846811.500000 Penalty: 5365.637207
	Iteration 72Q: 3 clusters Score -4846812 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -4846826.500000 Penalty: 5365.637207
	Iteration 73Q: 3 clusters Score -4846826 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -4846823.000000 Penalty: 5365.637207
	Iteration 74Q: 3 clusters Score -4846823 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -4846832.500000 Penalty: 5365.637207
	Iteration 75Q: 3 clusters Score -4846832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -4846830.000000 Penalty: 5365.637207
	Iteration 76Q: 3 clusters Score -4846830 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -4846837.500000 Penalty: 5365.637207
	Iteration 77Q: 3 clusters Score -4846838 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -4846824.500000 Penalty: 5365.637207
	Iteration 78Q: 3 clusters Score -4846824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -4846834.000000 Penalty: 5365.637207
	Iteration 79Q: 3 clusters Score -4846834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -4846840.500000 Penalty: 5365.637207
	Iteration 80F: 3 clusters Score -4846840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -4846842.000000 Penalty: 5365.637207
	Iteration 81Q: 3 clusters Score -4846842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -4846835.500000 Penalty: 5365.637207
	Iteration 82Q: 3 clusters Score -4846836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -4846839.000000 Penalty: 5365.637207
	Iteration 83Q: 3 clusters Score -4846839 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -4846833.000000 Penalty: 5365.637207
	Iteration 84Q: 3 clusters Score -4846833 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -4846832.000000 Penalty: 5365.637207
	Iteration 85Q: 3 clusters Score -4846832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -4846825.000000 Penalty: 5365.637207
	Iteration 86Q: 3 clusters Score -4846825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -4846831.000000 Penalty: 5365.637207
	Iteration 87Q: 3 clusters Score -4846831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -4846829.500000 Penalty: 5365.637207
	Iteration 88Q: 3 clusters Score -4846830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -4846840.000000 Penalty: 5365.637207
	Iteration 89Q: 3 clusters Score -4846840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -4846836.000000 Penalty: 5365.637207
	Iteration 90Q: 3 clusters Score -4846836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -4846824.500000 Penalty: 5365.637207
	Iteration 91Q: 3 clusters Score -4846824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -4846825.500000 Penalty: 5365.637207
	Iteration 92Q: 3 clusters Score -4846826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -4846833.500000 Penalty: 5365.637207
	Iteration 93Q: 3 clusters Score -4846834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -4846830.000000 Penalty: 5365.637207
	Iteration 94Q: 3 clusters Score -4846830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -4846830.000000 Penalty: 5365.637207
	Iteration 95Q: 3 clusters Score -4846830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -4846827.000000 Penalty: 5365.637207
	Iteration 96Q: 3 clusters Score -4846827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -4846833.000000 Penalty: 5365.637207
	Iteration 97Q: 3 clusters Score -4846833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -4846835.000000 Penalty: 5365.637207
	Iteration 98Q: 3 clusters Score -4846835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -4846834.500000 Penalty: 5365.637207
	Iteration 99Q: 3 clusters Score -4846834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -4846834.000000 Penalty: 5365.637207
	Iteration 100F: 3 clusters Score -4846834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -4846831.500000 Penalty: 5365.637207
	Iteration 101Q: 3 clusters Score -4846832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -4846840.000000 Penalty: 5365.637207
	Iteration 102Q: 3 clusters Score -4846840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -4846844.000000 Penalty: 5365.637207
	Iteration 103Q: 3 clusters Score -4846844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -4846844.000000 Penalty: 5365.637207
	Iteration 104Q: 3 clusters Score -4846844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -4846837.500000 Penalty: 5365.637207
	Iteration 105Q: 3 clusters Score -4846838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -4846845.000000 Penalty: 5365.637207
	Iteration 106Q: 3 clusters Score -4846845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -4846842.000000 Penalty: 5365.637207
	Iteration 107Q: 3 clusters Score -4846842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -4846841.000000 Penalty: 5365.637207
	Iteration 108Q: 3 clusters Score -4846841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -4846839.500000 Penalty: 5365.637207
	Iteration 109Q: 3 clusters Score -4846840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -4846835.000000 Penalty: 5365.637207
	Iteration 110Q: 3 clusters Score -4846835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -4846846.500000 Penalty: 5365.637207
	Iteration 111Q: 3 clusters Score -4846846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -4846849.000000 Penalty: 5365.637207
	Iteration 112Q: 3 clusters Score -4846849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -4846841.000000 Penalty: 5365.637207
	Iteration 113Q: 3 clusters Score -4846841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
Score: -4846851.000000 Penalty: 5365.637207
	Iteration 114Q: 3 clusters Score -4846851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -4846856.500000 Penalty: 5365.637207
	Iteration 115Q: 3 clusters Score -4846856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -4846854.000000 Penalty: 5365.637207
	Iteration 116Q: 3 clusters Score -4846854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -4846852.000000 Penalty: 5365.637207
	Iteration 117Q: 3 clusters Score -4846852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -4846852.000000 Penalty: 5365.637207
	Iteration 118Q: 3 clusters Score -4846852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -4846853.000000 Penalty: 5365.637207
	Iteration 119Q: 3 clusters Score -4846853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -4846854.500000 Penalty: 5365.637207
	Iteration 120F: 3 clusters Score -4846854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -4846856.000000 Penalty: 5365.637207
	Iteration 121Q: 3 clusters Score -4846856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -4846861.000000 Penalty: 5365.637207
	Iteration 122Q: 3 clusters Score -4846861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -4846864.500000 Penalty: 5365.637207
	Iteration 123Q: 3 clusters Score -4846864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -4846863.500000 Penalty: 5365.637207
	Iteration 124Q: 3 clusters Score -4846864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -4846864.500000 Penalty: 5365.637207
	Iteration 125Q: 3 clusters Score -4846864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -4846859.500000 Penalty: 5365.637207
	Iteration 126Q: 3 clusters Score -4846860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -4846866.000000 Penalty: 5365.637207
	Iteration 127Q: 3 clusters Score -4846866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -4846867.000000 Penalty: 5365.637207
	Iteration 128Q: 3 clusters Score -4846867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -4846868.000000 Penalty: 5365.637207
	Iteration 129Q: 3 clusters Score -4846868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -4846868.000000 Penalty: 5365.637207
	Iteration 130F: 3 clusters Score -4846868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2479 members 
Mstep: Class 3 contains 17199 members 
Mstep: Class 4 contains 19600 members 
Mstep: Class 5 contains 14473 members 
Mstep: Class 6 contains 37920 members 
Mstep: Class 7 contains 81320 members 
Mstep: Class 8 contains 29993 members 
Mstep: Class 9 contains 10453 members 
Mstep: Class 10 contains 31409 members 
Mstep: Class 11 contains 5473 members 
Mstep: Class 12 contains 96489 members 
Mstep: Class 13 contains 7595 members 
Mstep: Class 14 contains 21035 members 
Mstep: Class 15 contains 4939 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 18754 members 
Mstep: Class 18 contains 23224 members 
Mstep: Class 19 contains 30659 members 
Mstep: Class 20 contains 47964 members 
Mstep: Class 21 contains 20071 members 
Mstep: Class 22 contains 26002 members 
Mstep: Class 23 contains 57980 members 
Mstep: Class 24 contains 35429 members 
Entering Unmasked Estep 
Score: -64595356.000000 Penalty: 79649.484375
Splitting cluster 5 changes total score from -64571640.000000 to -64595356.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (37920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Entering Unmasked Estep 
Score: -4001516.500000 Penalty: 2614.721924
	Iteration 0F: 2 clusters Score -4001516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -3975631.000000 Penalty: 5229.443848
	Iteration 0F: 3 clusters Score -3975631 nChanged 17368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -3985503.000000 Penalty: 5229.443848
	Iteration 1F: 3 clusters Score -3985503 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -3987345.500000 Penalty: 5229.443848
	Iteration 2F: 3 clusters Score -3987346 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -3990667.500000 Penalty: 5229.443848
	Iteration 3F: 3 clusters Score -3990668 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -3994763.000000 Penalty: 5229.443848
	Iteration 4F: 3 clusters Score -3994763 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -3998610.750000 Penalty: 5229.443848
	Iteration 5F: 3 clusters Score -3998611 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -4001115.000000 Penalty: 5229.443848
	Iteration 6F: 3 clusters Score -4001115 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -4002293.000000 Penalty: 5229.443848
	Iteration 7F: 3 clusters Score -4002293 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -4002733.000000 Penalty: 5229.443848
	Iteration 8Q: 3 clusters Score -4002733 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -4002915.000000 Penalty: 5229.443848
	Iteration 9Q: 3 clusters Score -4002915 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -4003062.250000 Penalty: 5229.443848
	Iteration 10Q: 3 clusters Score -4003062 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -4003158.000000 Penalty: 5229.443848
	Iteration 11Q: 3 clusters Score -4003158 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -4003287.750000 Penalty: 5229.443848
	Iteration 12Q: 3 clusters Score -4003288 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -4003438.000000 Penalty: 5229.443848
	Iteration 13Q: 3 clusters Score -4003438 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -4003648.000000 Penalty: 5229.443848
	Iteration 14Q: 3 clusters Score -4003648 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -4003885.250000 Penalty: 5229.443848
	Iteration 15Q: 3 clusters Score -4003885 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -4004201.250000 Penalty: 5229.443848
	Iteration 16Q: 3 clusters Score -4004201 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -4004587.250000 Penalty: 5229.443848
	Iteration 17Q: 3 clusters Score -4004587 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -4004992.000000 Penalty: 5229.443848
	Iteration 18Q: 3 clusters Score -4004992 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -4005243.000000 Penalty: 5229.443848
	Iteration 19Q: 3 clusters Score -4005243 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -4005415.250000 Penalty: 5229.443848
	Iteration 20F: 3 clusters Score -4005415 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -4005531.500000 Penalty: 5229.443848
	Iteration 21Q: 3 clusters Score -4005532 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -4005619.250000 Penalty: 5229.443848
	Iteration 22Q: 3 clusters Score -4005619 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -4005676.500000 Penalty: 5229.443848
	Iteration 23Q: 3 clusters Score -4005676 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -4005698.500000 Penalty: 5229.443848
	Iteration 24Q: 3 clusters Score -4005698 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -4005732.000000 Penalty: 5229.443848
	Iteration 25Q: 3 clusters Score -4005732 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -4005745.000000 Penalty: 5229.443848
	Iteration 26Q: 3 clusters Score -4005745 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -4005759.000000 Penalty: 5229.443848
	Iteration 27Q: 3 clusters Score -4005759 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -4005760.750000 Penalty: 5229.443848
	Iteration 28Q: 3 clusters Score -4005761 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -4005768.500000 Penalty: 5229.443848
	Iteration 29Q: 3 clusters Score -4005768 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -4005786.500000 Penalty: 5229.443848
	Iteration 30Q: 3 clusters Score -4005786 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -4005791.500000 Penalty: 5229.443848
	Iteration 31Q: 3 clusters Score -4005792 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -4005794.250000 Penalty: 5229.443848
	Iteration 32Q: 3 clusters Score -4005794 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -4005793.750000 Penalty: 5229.443848
	Iteration 33Q: 3 clusters Score -4005794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -4005787.500000 Penalty: 5229.443848
	Iteration 34Q: 3 clusters Score -4005788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -4005796.000000 Penalty: 5229.443848
	Iteration 35Q: 3 clusters Score -4005796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -4005803.500000 Penalty: 5229.443848
	Iteration 36Q: 3 clusters Score -4005804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -4005814.750000 Penalty: 5229.443848
	Iteration 37Q: 3 clusters Score -4005815 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -4005817.750000 Penalty: 5229.443848
	Iteration 38Q: 3 clusters Score -4005818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -4005812.750000 Penalty: 5229.443848
	Iteration 39Q: 3 clusters Score -4005813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -4005812.000000 Penalty: 5229.443848
	Iteration 40F: 3 clusters Score -4005812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -4005811.250000 Penalty: 5229.443848
	Iteration 41Q: 3 clusters Score -4005811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -4005810.000000 Penalty: 5229.443848
	Iteration 42Q: 3 clusters Score -4005810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -4005810.000000 Penalty: 5229.443848
	Iteration 43F: 3 clusters Score -4005810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2479 members 
Mstep: Class 3 contains 17199 members 
Mstep: Class 4 contains 19600 members 
Mstep: Class 5 contains 14473 members 
Mstep: Class 6 contains 30605 members 
Mstep: Class 7 contains 81320 members 
Mstep: Class 8 contains 29993 members 
Mstep: Class 9 contains 10453 members 
Mstep: Class 10 contains 31409 members 
Mstep: Class 11 contains 5473 members 
Mstep: Class 12 contains 96489 members 
Mstep: Class 13 contains 7595 members 
Mstep: Class 14 contains 21035 members 
Mstep: Class 15 contains 4939 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 18754 members 
Mstep: Class 18 contains 23224 members 
Mstep: Class 19 contains 30659 members 
Mstep: Class 20 contains 47964 members 
Mstep: Class 21 contains 20071 members 
Mstep: Class 22 contains 26002 members 
Mstep: Class 23 contains 57980 members 
Mstep: Class 24 contains 35429 members 
Mstep: Class 25 contains 7315 members 
Entering Unmasked Estep 
Score: -64598780.000000 Penalty: 82968.218750
Splitting cluster 6 changes total score from -64571640.000000 to -64598780.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (81320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81320 members 
Entering Unmasked Estep 
Score: -8713751.000000 Penalty: 2803.924561
	Iteration 0F: 2 clusters Score -8713751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -8659349.000000 Penalty: 5607.849121
	Iteration 0F: 3 clusters Score -8659349 nChanged 38126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -8681551.000000 Penalty: 5607.849121
	Iteration 1F: 3 clusters Score -8681551 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -8683888.000000 Penalty: 5607.849121
	Iteration 2Q: 3 clusters Score -8683888 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -8688034.000000 Penalty: 5607.849121
	Iteration 3F: 3 clusters Score -8688034 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 45018 members 
Entering Unmasked Estep 
Score: -8695151.000000 Penalty: 5607.849121
	Iteration 4F: 3 clusters Score -8695151 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -8704100.000000 Penalty: 5607.849121
	Iteration 5F: 3 clusters Score -8704100 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -8712852.000000 Penalty: 5607.849121
	Iteration 6F: 3 clusters Score -8712852 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -8718773.000000 Penalty: 5607.849121
	Iteration 7F: 3 clusters Score -8718773 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46681 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -8721685.000000 Penalty: 5607.849121
	Iteration 8Q: 3 clusters Score -8721685 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48103 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -8722975.000000 Penalty: 5607.849121
	Iteration 9Q: 3 clusters Score -8722975 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49197 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -8723600.000000 Penalty: 5607.849121
	Iteration 10Q: 3 clusters Score -8723600 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -8723872.000000 Penalty: 5607.849121
	Iteration 11Q: 3 clusters Score -8723872 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50716 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -8723946.000000 Penalty: 5607.849121
	Iteration 12Q: 3 clusters Score -8723946 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -8724058.000000 Penalty: 5607.849121
	Iteration 13Q: 3 clusters Score -8724058 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51813 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -8724171.000000 Penalty: 5607.849121
	Iteration 14Q: 3 clusters Score -8724171 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52224 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -8724233.000000 Penalty: 5607.849121
	Iteration 15Q: 3 clusters Score -8724233 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52562 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -8724285.000000 Penalty: 5607.849121
	Iteration 16Q: 3 clusters Score -8724285 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52817 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -8724312.000000 Penalty: 5607.849121
	Iteration 17Q: 3 clusters Score -8724312 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53017 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -8724329.000000 Penalty: 5607.849121
	Iteration 18Q: 3 clusters Score -8724329 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53187 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -8724311.000000 Penalty: 5607.849121
	Iteration 19Q: 3 clusters Score -8724311 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53338 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -8724322.000000 Penalty: 5607.849121
	Iteration 20F: 3 clusters Score -8724322 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53474 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -8724337.000000 Penalty: 5607.849121
	Iteration 21Q: 3 clusters Score -8724337 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53582 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -8724339.000000 Penalty: 5607.849121
	Iteration 22Q: 3 clusters Score -8724339 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53662 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -8724340.000000 Penalty: 5607.849121
	Iteration 23Q: 3 clusters Score -8724340 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -8724346.000000 Penalty: 5607.849121
	Iteration 24Q: 3 clusters Score -8724346 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53794 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -8724332.000000 Penalty: 5607.849121
	Iteration 25Q: 3 clusters Score -8724332 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53852 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -8724343.000000 Penalty: 5607.849121
	Iteration 26Q: 3 clusters Score -8724343 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53903 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -8724339.000000 Penalty: 5607.849121
	Iteration 27Q: 3 clusters Score -8724339 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53955 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -8724341.000000 Penalty: 5607.849121
	Iteration 28Q: 3 clusters Score -8724341 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54000 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -8724345.000000 Penalty: 5607.849121
	Iteration 29Q: 3 clusters Score -8724345 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -8724355.000000 Penalty: 5607.849121
	Iteration 30Q: 3 clusters Score -8724355 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -8724367.000000 Penalty: 5607.849121
	Iteration 31Q: 3 clusters Score -8724367 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -8724372.000000 Penalty: 5607.849121
	Iteration 32Q: 3 clusters Score -8724372 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54198 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -8724366.000000 Penalty: 5607.849121
	Iteration 33Q: 3 clusters Score -8724366 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54241 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -8724354.000000 Penalty: 5607.849121
	Iteration 34Q: 3 clusters Score -8724354 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -8724363.000000 Penalty: 5607.849121
	Iteration 35Q: 3 clusters Score -8724363 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54341 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -8724369.000000 Penalty: 5607.849121
	Iteration 36Q: 3 clusters Score -8724369 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -8724375.000000 Penalty: 5607.849121
	Iteration 37Q: 3 clusters Score -8724375 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54410 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -8724367.000000 Penalty: 5607.849121
	Iteration 38Q: 3 clusters Score -8724367 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54443 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -8724357.000000 Penalty: 5607.849121
	Iteration 39Q: 3 clusters Score -8724357 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54479 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -8724361.000000 Penalty: 5607.849121
	Iteration 40F: 3 clusters Score -8724361 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -8724370.000000 Penalty: 5607.849121
	Iteration 41Q: 3 clusters Score -8724370 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54542 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -8724384.000000 Penalty: 5607.849121
	Iteration 42Q: 3 clusters Score -8724384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54562 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -8724382.000000 Penalty: 5607.849121
	Iteration 43Q: 3 clusters Score -8724382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54580 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -8724368.000000 Penalty: 5607.849121
	Iteration 44Q: 3 clusters Score -8724368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -8724367.000000 Penalty: 5607.849121
	Iteration 45Q: 3 clusters Score -8724367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54596 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -8724362.000000 Penalty: 5607.849121
	Iteration 46Q: 3 clusters Score -8724362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54606 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -8724364.000000 Penalty: 5607.849121
	Iteration 47Q: 3 clusters Score -8724364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54612 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -8724366.000000 Penalty: 5607.849121
	Iteration 48Q: 3 clusters Score -8724366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54618 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -8724367.000000 Penalty: 5607.849121
	Iteration 49Q: 3 clusters Score -8724367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54620 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -8724366.000000 Penalty: 5607.849121
	Iteration 50Q: 3 clusters Score -8724366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54625 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -8724360.000000 Penalty: 5607.849121
	Iteration 51Q: 3 clusters Score -8724360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54635 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -8724358.000000 Penalty: 5607.849121
	Iteration 52Q: 3 clusters Score -8724358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54642 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -8724373.000000 Penalty: 5607.849121
	Iteration 53Q: 3 clusters Score -8724373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54651 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -8724359.000000 Penalty: 5607.849121
	Iteration 54Q: 3 clusters Score -8724359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54655 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -8724359.000000 Penalty: 5607.849121
	Iteration 55Q: 3 clusters Score -8724359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54661 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -8724363.000000 Penalty: 5607.849121
	Iteration 56Q: 3 clusters Score -8724363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54667 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -8724364.000000 Penalty: 5607.849121
	Iteration 57Q: 3 clusters Score -8724364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54669 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -8724362.000000 Penalty: 5607.849121
	Iteration 58Q: 3 clusters Score -8724362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54670 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -8724361.000000 Penalty: 5607.849121
	Iteration 59Q: 3 clusters Score -8724361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54671 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -8724357.000000 Penalty: 5607.849121
	Iteration 60F: 3 clusters Score -8724357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54672 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -8724361.000000 Penalty: 5607.849121
	Iteration 61Q: 3 clusters Score -8724361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54673 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -8724359.000000 Penalty: 5607.849121
	Iteration 62Q: 3 clusters Score -8724359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54674 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -8724357.000000 Penalty: 5607.849121
	Iteration 63Q: 3 clusters Score -8724357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54675 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -8724360.000000 Penalty: 5607.849121
	Iteration 64Q: 3 clusters Score -8724360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54675 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -8724360.000000 Penalty: 5607.849121
	Iteration 65F: 3 clusters Score -8724360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2479 members 
Mstep: Class 3 contains 17199 members 
Mstep: Class 4 contains 19600 members 
Mstep: Class 5 contains 14473 members 
Mstep: Class 6 contains 30605 members 
Mstep: Class 7 contains 54675 members 
Mstep: Class 8 contains 29993 members 
Mstep: Class 9 contains 10453 members 
Mstep: Class 10 contains 31409 members 
Mstep: Class 11 contains 5473 members 
Mstep: Class 12 contains 96489 members 
Mstep: Class 13 contains 7595 members 
Mstep: Class 14 contains 21035 members 
Mstep: Class 15 contains 4939 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 18754 members 
Mstep: Class 18 contains 23224 members 
Mstep: Class 19 contains 30659 members 
Mstep: Class 20 contains 47964 members 
Mstep: Class 21 contains 20071 members 
Mstep: Class 22 contains 26002 members 
Mstep: Class 23 contains 57980 members 
Mstep: Class 24 contains 35429 members 
Mstep: Class 25 contains 7315 members 
Mstep: Class 26 contains 26645 members 
Entering Unmasked Estep 
Score: -64608796.000000 Penalty: 86286.945312
Splitting cluster 7 changes total score from -64571640.000000 to -64608796.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (29993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Entering Unmasked Estep 
Score: -3215853.000000 Penalty: 2556.562500
	Iteration 0F: 2 clusters Score -3215853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -3195282.750000 Penalty: 5113.125000
	Iteration 0F: 3 clusters Score -3195283 nChanged 13525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -3203055.250000 Penalty: 5113.125000
	Iteration 1F: 3 clusters Score -3203055 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -3204398.000000 Penalty: 5113.125000
	Iteration 2F: 3 clusters Score -3204398 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -3206527.000000 Penalty: 5113.125000
	Iteration 3F: 3 clusters Score -3206527 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -3209869.750000 Penalty: 5113.125000
	Iteration 4F: 3 clusters Score -3209870 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -3213640.750000 Penalty: 5113.125000
	Iteration 5F: 3 clusters Score -3213641 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -3216861.250000 Penalty: 5113.125000
	Iteration 6F: 3 clusters Score -3216861 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -3219379.000000 Penalty: 5113.125000
	Iteration 7F: 3 clusters Score -3219379 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -3221009.500000 Penalty: 5113.125000
	Iteration 8Q: 3 clusters Score -3221010 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -3221655.750000 Penalty: 5113.125000
	Iteration 9Q: 3 clusters Score -3221656 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -3221938.500000 Penalty: 5113.125000
	Iteration 10Q: 3 clusters Score -3221938 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -3222074.750000 Penalty: 5113.125000
	Iteration 11Q: 3 clusters Score -3222075 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -3222115.500000 Penalty: 5113.125000
	Iteration 12Q: 3 clusters Score -3222116 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -3222166.250000 Penalty: 5113.125000
	Iteration 13Q: 3 clusters Score -3222166 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -3222205.500000 Penalty: 5113.125000
	Iteration 14Q: 3 clusters Score -3222206 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -3222222.250000 Penalty: 5113.125000
	Iteration 15Q: 3 clusters Score -3222222 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -3222223.250000 Penalty: 5113.125000
	Iteration 16Q: 3 clusters Score -3222223 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -3222235.000000 Penalty: 5113.125000
	Iteration 17Q: 3 clusters Score -3222235 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -3222230.750000 Penalty: 5113.125000
	Iteration 18Q: 3 clusters Score -3222231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -3222235.500000 Penalty: 5113.125000
	Iteration 19Q: 3 clusters Score -3222236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -3222239.250000 Penalty: 5113.125000
	Iteration 20F: 3 clusters Score -3222239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -3222235.000000 Penalty: 5113.125000
	Iteration 21Q: 3 clusters Score -3222235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -3222239.250000 Penalty: 5113.125000
	Iteration 22Q: 3 clusters Score -3222239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -3222239.250000 Penalty: 5113.125000
	Iteration 23F: 3 clusters Score -3222239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2479 members 
Mstep: Class 3 contains 17199 members 
Mstep: Class 4 contains 19600 members 
Mstep: Class 5 contains 14473 members 
Mstep: Class 6 contains 30605 members 
Mstep: Class 7 contains 54675 members 
Mstep: Class 8 contains 10963 members 
Mstep: Class 9 contains 10453 members 
Mstep: Class 10 contains 31409 members 
Mstep: Class 11 contains 5473 members 
Mstep: Class 12 contains 96489 members 
Mstep: Class 13 contains 7595 members 
Mstep: Class 14 contains 21035 members 
Mstep: Class 15 contains 4939 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 18754 members 
Mstep: Class 18 contains 23224 members 
Mstep: Class 19 contains 30659 members 
Mstep: Class 20 contains 47964 members 
Mstep: Class 21 contains 20071 members 
Mstep: Class 22 contains 26002 members 
Mstep: Class 23 contains 57980 members 
Mstep: Class 24 contains 35429 members 
Mstep: Class 25 contains 7315 members 
Mstep: Class 26 contains 26645 members 
Mstep: Class 27 contains 19030 members 
Entering Unmasked Estep 
Score: -64614392.000000 Penalty: 89605.671875
Splitting cluster 8 changes total score from -64571640.000000 to -64614392.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (10453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Entering Unmasked Estep 
Score: -1021651.000000 Penalty: 2295.151855
	Iteration 0F: 2 clusters Score -1021651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1013718.187500 Penalty: 4590.303711
	Iteration 0F: 3 clusters Score -1013718 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1016285.062500 Penalty: 4590.303711
	Iteration 1F: 3 clusters Score -1016285 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1017039.125000 Penalty: 4590.303711
	Iteration 2F: 3 clusters Score -1017039 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1017794.687500 Penalty: 4590.303711
	Iteration 3F: 3 clusters Score -1017795 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1018504.250000 Penalty: 4590.303711
	Iteration 4F: 3 clusters Score -1018504 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1019033.437500 Penalty: 4590.303711
	Iteration 5F: 3 clusters Score -1019033 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1019330.312500 Penalty: 4590.303711
	Iteration 6F: 3 clusters Score -1019330 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1019506.625000 Penalty: 4590.303711
	Iteration 7Q: 3 clusters Score -1019507 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1019630.500000 Penalty: 4590.303711
	Iteration 8Q: 3 clusters Score -1019630 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1019705.250000 Penalty: 4590.303711
	Iteration 9Q: 3 clusters Score -1019705 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1019760.750000 Penalty: 4590.303711
	Iteration 10Q: 3 clusters Score -1019761 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1019815.500000 Penalty: 4590.303711
	Iteration 11Q: 3 clusters Score -1019816 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1019852.812500 Penalty: 4590.303711
	Iteration 12Q: 3 clusters Score -1019853 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1019883.437500 Penalty: 4590.303711
	Iteration 13Q: 3 clusters Score -1019883 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1019920.812500 Penalty: 4590.303711
	Iteration 14Q: 3 clusters Score -1019921 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1019950.000000 Penalty: 4590.303711
	Iteration 15Q: 3 clusters Score -1019950 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1019973.875000 Penalty: 4590.303711
	Iteration 16Q: 3 clusters Score -1019974 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1019991.500000 Penalty: 4590.303711
	Iteration 17Q: 3 clusters Score -1019992 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1020007.875000 Penalty: 4590.303711
	Iteration 18Q: 3 clusters Score -1020008 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1020024.750000 Penalty: 4590.303711
	Iteration 19Q: 3 clusters Score -1020025 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1020040.812500 Penalty: 4590.303711
	Iteration 20F: 3 clusters Score -1020041 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1020054.812500 Penalty: 4590.303711
	Iteration 21Q: 3 clusters Score -1020055 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1020072.187500 Penalty: 4590.303711
	Iteration 22Q: 3 clusters Score -1020072 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1020087.187500 Penalty: 4590.303711
	Iteration 23Q: 3 clusters Score -1020087 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1020106.750000 Penalty: 4590.303711
	Iteration 24Q: 3 clusters Score -1020107 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1020122.500000 Penalty: 4590.303711
	Iteration 25Q: 3 clusters Score -1020122 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1020139.750000 Penalty: 4590.303711
	Iteration 26Q: 3 clusters Score -1020140 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1020153.437500 Penalty: 4590.303711
	Iteration 27Q: 3 clusters Score -1020153 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1020170.625000 Penalty: 4590.303711
	Iteration 28Q: 3 clusters Score -1020171 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1020190.687500 Penalty: 4590.303711
	Iteration 29Q: 3 clusters Score -1020191 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1020215.437500 Penalty: 4590.303711
	Iteration 30Q: 3 clusters Score -1020215 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1020236.000000 Penalty: 4590.303711
	Iteration 31Q: 3 clusters Score -1020236 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1020255.875000 Penalty: 4590.303711
	Iteration 32Q: 3 clusters Score -1020256 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1020274.375000 Penalty: 4590.303711
	Iteration 33Q: 3 clusters Score -1020274 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1020303.562500 Penalty: 4590.303711
	Iteration 34Q: 3 clusters Score -1020304 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1020353.062500 Penalty: 4590.303711
	Iteration 35Q: 3 clusters Score -1020353 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1020436.937500 Penalty: 4590.303711
	Iteration 36Q: 3 clusters Score -1020437 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1020527.625000 Penalty: 4590.303711
	Iteration 37Q: 3 clusters Score -1020528 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1020619.500000 Penalty: 4590.303711
	Iteration 38Q: 3 clusters Score -1020620 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1020691.312500 Penalty: 4590.303711
	Iteration 39Q: 3 clusters Score -1020691 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1020762.000000 Penalty: 4590.303711
	Iteration 40F: 3 clusters Score -1020762 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1020818.187500 Penalty: 4590.303711
	Iteration 41Q: 3 clusters Score -1020818 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1020876.187500 Penalty: 4590.303711
	Iteration 42Q: 3 clusters Score -1020876 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1020923.687500 Penalty: 4590.303711
	Iteration 43Q: 3 clusters Score -1020924 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1020974.437500 Penalty: 4590.303711
	Iteration 44Q: 3 clusters Score -1020974 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1021020.875000 Penalty: 4590.303711
	Iteration 45Q: 3 clusters Score -1021021 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1021063.000000 Penalty: 4590.303711
	Iteration 46Q: 3 clusters Score -1021063 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1021111.750000 Penalty: 4590.303711
	Iteration 47Q: 3 clusters Score -1021112 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1021144.125000 Penalty: 4590.303711
	Iteration 48Q: 3 clusters Score -1021144 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1021163.000000 Penalty: 4590.303711
	Iteration 49Q: 3 clusters Score -1021163 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1021182.625000 Penalty: 4590.303711
	Iteration 50Q: 3 clusters Score -1021183 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1021202.625000 Penalty: 4590.303711
	Iteration 51Q: 3 clusters Score -1021203 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1021227.562500 Penalty: 4590.303711
	Iteration 52Q: 3 clusters Score -1021228 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1021251.062500 Penalty: 4590.303711
	Iteration 53Q: 3 clusters Score -1021251 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1021270.687500 Penalty: 4590.303711
	Iteration 54Q: 3 clusters Score -1021271 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1021284.625000 Penalty: 4590.303711
	Iteration 55Q: 3 clusters Score -1021285 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1021301.750000 Penalty: 4590.303711
	Iteration 56Q: 3 clusters Score -1021302 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1021313.187500 Penalty: 4590.303711
	Iteration 57Q: 3 clusters Score -1021313 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1021322.937500 Penalty: 4590.303711
	Iteration 58Q: 3 clusters Score -1021323 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1021331.687500 Penalty: 4590.303711
	Iteration 59Q: 3 clusters Score -1021332 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1021339.875000 Penalty: 4590.303711
	Iteration 60F: 3 clusters Score -1021340 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1021347.937500 Penalty: 4590.303711
	Iteration 61Q: 3 clusters Score -1021348 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1021357.000000 Penalty: 4590.303711
	Iteration 62Q: 3 clusters Score -1021357 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1021362.812500 Penalty: 4590.303711
	Iteration 63Q: 3 clusters Score -1021363 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1021367.312500 Penalty: 4590.303711
	Iteration 64Q: 3 clusters Score -1021367 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1021375.562500 Penalty: 4590.303711
	Iteration 65Q: 3 clusters Score -1021376 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1021384.250000 Penalty: 4590.303711
	Iteration 66Q: 3 clusters Score -1021384 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1021393.687500 Penalty: 4590.303711
	Iteration 67Q: 3 clusters Score -1021394 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1021402.062500 Penalty: 4590.303711
	Iteration 68Q: 3 clusters Score -1021402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1021411.750000 Penalty: 4590.303711
	Iteration 69Q: 3 clusters Score -1021412 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1021420.437500 Penalty: 4590.303711
	Iteration 70Q: 3 clusters Score -1021420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1021427.000000 Penalty: 4590.303711
	Iteration 71Q: 3 clusters Score -1021427 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1021441.187500 Penalty: 4590.303711
	Iteration 72Q: 3 clusters Score -1021441 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1021449.062500 Penalty: 4590.303711
	Iteration 73Q: 3 clusters Score -1021449 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1021455.062500 Penalty: 4590.303711
	Iteration 74Q: 3 clusters Score -1021455 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1021457.812500 Penalty: 4590.303711
	Iteration 75Q: 3 clusters Score -1021458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1021469.875000 Penalty: 4590.303711
	Iteration 76Q: 3 clusters Score -1021470 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1021481.000000 Penalty: 4590.303711
	Iteration 77Q: 3 clusters Score -1021481 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1021487.375000 Penalty: 4590.303711
	Iteration 78Q: 3 clusters Score -1021487 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1021495.187500 Penalty: 4590.303711
	Iteration 79Q: 3 clusters Score -1021495 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1021501.125000 Penalty: 4590.303711
	Iteration 80F: 3 clusters Score -1021501 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1021513.937500 Penalty: 4590.303711
	Iteration 81Q: 3 clusters Score -1021514 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1021526.562500 Penalty: 4590.303711
	Iteration 82Q: 3 clusters Score -1021527 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1021539.687500 Penalty: 4590.303711
	Iteration 83Q: 3 clusters Score -1021540 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1021548.125000 Penalty: 4590.303711
	Iteration 84Q: 3 clusters Score -1021548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1021554.562500 Penalty: 4590.303711
	Iteration 85Q: 3 clusters Score -1021555 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1021560.687500 Penalty: 4590.303711
	Iteration 86Q: 3 clusters Score -1021561 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1021566.625000 Penalty: 4590.303711
	Iteration 87Q: 3 clusters Score -1021567 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1021571.937500 Penalty: 4590.303711
	Iteration 88Q: 3 clusters Score -1021572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1021579.062500 Penalty: 4590.303711
	Iteration 89Q: 3 clusters Score -1021579 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1021587.625000 Penalty: 4590.303711
	Iteration 90Q: 3 clusters Score -1021588 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1021597.750000 Penalty: 4590.303711
	Iteration 91Q: 3 clusters Score -1021598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1021602.187500 Penalty: 4590.303711
	Iteration 92Q: 3 clusters Score -1021602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1021610.812500 Penalty: 4590.303711
	Iteration 93Q: 3 clusters Score -1021611 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1021620.187500 Penalty: 4590.303711
	Iteration 94Q: 3 clusters Score -1021620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1021625.937500 Penalty: 4590.303711
	Iteration 95Q: 3 clusters Score -1021626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1021630.375000 Penalty: 4590.303711
	Iteration 96Q: 3 clusters Score -1021630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1021635.125000 Penalty: 4590.303711
	Iteration 97Q: 3 clusters Score -1021635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1021634.500000 Penalty: 4590.303711
	Iteration 98Q: 3 clusters Score -1021634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1021640.250000 Penalty: 4590.303711
	Iteration 99Q: 3 clusters Score -1021640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1021644.250000 Penalty: 4590.303711
	Iteration 100F: 3 clusters Score -1021644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1021643.937500 Penalty: 4590.303711
	Iteration 101Q: 3 clusters Score -1021644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1021647.000000 Penalty: 4590.303711
	Iteration 102Q: 3 clusters Score -1021647 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1021653.187500 Penalty: 4590.303711
	Iteration 103Q: 3 clusters Score -1021653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1021656.312500 Penalty: 4590.303711
	Iteration 104Q: 3 clusters Score -1021656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1021657.937500 Penalty: 4590.303711
	Iteration 105Q: 3 clusters Score -1021658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1021662.625000 Penalty: 4590.303711
	Iteration 106Q: 3 clusters Score -1021663 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1021667.750000 Penalty: 4590.303711
	Iteration 107Q: 3 clusters Score -1021668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1021675.750000 Penalty: 4590.303711
	Iteration 108Q: 3 clusters Score -1021676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1021680.125000 Penalty: 4590.303711
	Iteration 109Q: 3 clusters Score -1021680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1021683.875000 Penalty: 4590.303711
	Iteration 110Q: 3 clusters Score -1021684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1021688.375000 Penalty: 4590.303711
	Iteration 111Q: 3 clusters Score -1021688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1021692.625000 Penalty: 4590.303711
	Iteration 112Q: 3 clusters Score -1021693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1021695.437500 Penalty: 4590.303711
	Iteration 113Q: 3 clusters Score -1021695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1021696.250000 Penalty: 4590.303711
	Iteration 114Q: 3 clusters Score -1021696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1021702.312500 Penalty: 4590.303711
	Iteration 115Q: 3 clusters Score -1021702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1021703.437500 Penalty: 4590.303711
	Iteration 116Q: 3 clusters Score -1021703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1021704.750000 Penalty: 4590.303711
	Iteration 117Q: 3 clusters Score -1021705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1021710.187500 Penalty: 4590.303711
	Iteration 118Q: 3 clusters Score -1021710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1021718.812500 Penalty: 4590.303711
	Iteration 119Q: 3 clusters Score -1021719 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1021723.875000 Penalty: 4590.303711
	Iteration 120F: 3 clusters Score -1021724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1021726.937500 Penalty: 4590.303711
	Iteration 121Q: 3 clusters Score -1021727 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1021734.500000 Penalty: 4590.303711
	Iteration 122Q: 3 clusters Score -1021734 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1021741.250000 Penalty: 4590.303711
	Iteration 123Q: 3 clusters Score -1021741 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1021747.937500 Penalty: 4590.303711
	Iteration 124Q: 3 clusters Score -1021748 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1021759.000000 Penalty: 4590.303711
	Iteration 125Q: 3 clusters Score -1021759 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1021769.125000 Penalty: 4590.303711
	Iteration 126Q: 3 clusters Score -1021769 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1021781.750000 Penalty: 4590.303711
	Iteration 127Q: 3 clusters Score -1021782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1021786.125000 Penalty: 4590.303711
	Iteration 128Q: 3 clusters Score -1021786 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1021796.437500 Penalty: 4590.303711
	Iteration 129Q: 3 clusters Score -1021796 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1021809.375000 Penalty: 4590.303711
	Iteration 130Q: 3 clusters Score -1021809 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1021823.687500 Penalty: 4590.303711
	Iteration 131Q: 3 clusters Score -1021824 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1021839.687500 Penalty: 4590.303711
	Iteration 132Q: 3 clusters Score -1021840 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1021857.812500 Penalty: 4590.303711
	Iteration 133Q: 3 clusters Score -1021858 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1021879.937500 Penalty: 4590.303711
	Iteration 134Q: 3 clusters Score -1021880 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1021903.687500 Penalty: 4590.303711
	Iteration 135Q: 3 clusters Score -1021904 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1021919.437500 Penalty: 4590.303711
	Iteration 136Q: 3 clusters Score -1021919 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1021936.687500 Penalty: 4590.303711
	Iteration 137Q: 3 clusters Score -1021937 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1021956.375000 Penalty: 4590.303711
	Iteration 138Q: 3 clusters Score -1021956 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1021979.062500 Penalty: 4590.303711
	Iteration 139Q: 3 clusters Score -1021979 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1022008.062500 Penalty: 4590.303711
	Iteration 140F: 3 clusters Score -1022008 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1022047.625000 Penalty: 4590.303711
	Iteration 141Q: 3 clusters Score -1022048 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1022103.250000 Penalty: 4590.303711
	Iteration 142Q: 3 clusters Score -1022103 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1022146.687500 Penalty: 4590.303711
	Iteration 143Q: 3 clusters Score -1022147 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1022179.875000 Penalty: 4590.303711
	Iteration 144Q: 3 clusters Score -1022180 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1022198.375000 Penalty: 4590.303711
	Iteration 145Q: 3 clusters Score -1022198 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1022218.937500 Penalty: 4590.303711
	Iteration 146Q: 3 clusters Score -1022219 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1022230.625000 Penalty: 4590.303711
	Iteration 147Q: 3 clusters Score -1022231 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1022235.687500 Penalty: 4590.303711
	Iteration 148Q: 3 clusters Score -1022236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1022241.062500 Penalty: 4590.303711
	Iteration 149Q: 3 clusters Score -1022241 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1022249.750000 Penalty: 4590.303711
	Iteration 150Q: 3 clusters Score -1022250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1022261.187500 Penalty: 4590.303711
	Iteration 151Q: 3 clusters Score -1022261 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1022278.562500 Penalty: 4590.303711
	Iteration 152Q: 3 clusters Score -1022279 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1022295.875000 Penalty: 4590.303711
	Iteration 153Q: 3 clusters Score -1022296 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1022326.062500 Penalty: 4590.303711
	Iteration 154Q: 3 clusters Score -1022326 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1022361.750000 Penalty: 4590.303711
	Iteration 155Q: 3 clusters Score -1022362 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1022392.750000 Penalty: 4590.303711
	Iteration 156Q: 3 clusters Score -1022393 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1022433.750000 Penalty: 4590.303711
	Iteration 157Q: 3 clusters Score -1022434 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1022468.375000 Penalty: 4590.303711
	Iteration 158Q: 3 clusters Score -1022468 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1022500.000000 Penalty: 4590.303711
	Iteration 159Q: 3 clusters Score -1022500 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1022534.000000 Penalty: 4590.303711
	Iteration 160F: 3 clusters Score -1022534 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1022554.687500 Penalty: 4590.303711
	Iteration 161Q: 3 clusters Score -1022555 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1022567.312500 Penalty: 4590.303711
	Iteration 162Q: 3 clusters Score -1022567 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1022582.250000 Penalty: 4590.303711
	Iteration 163Q: 3 clusters Score -1022582 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1022591.750000 Penalty: 4590.303711
	Iteration 164Q: 3 clusters Score -1022592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1022601.750000 Penalty: 4590.303711
	Iteration 165Q: 3 clusters Score -1022602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1022603.812500 Penalty: 4590.303711
	Iteration 166Q: 3 clusters Score -1022604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1022606.687500 Penalty: 4590.303711
	Iteration 167Q: 3 clusters Score -1022607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1022608.750000 Penalty: 4590.303711
	Iteration 168Q: 3 clusters Score -1022609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1022614.000000 Penalty: 4590.303711
	Iteration 169Q: 3 clusters Score -1022614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1022618.125000 Penalty: 4590.303711
	Iteration 170Q: 3 clusters Score -1022618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1022619.125000 Penalty: 4590.303711
	Iteration 171Q: 3 clusters Score -1022619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1022624.312500 Penalty: 4590.303711
	Iteration 172Q: 3 clusters Score -1022624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1022627.187500 Penalty: 4590.303711
	Iteration 173Q: 3 clusters Score -1022627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1022628.000000 Penalty: 4590.303711
	Iteration 174Q: 3 clusters Score -1022628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1022627.187500 Penalty: 4590.303711
	Iteration 175Q: 3 clusters Score -1022627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1022628.500000 Penalty: 4590.303711
	Iteration 176Q: 3 clusters Score -1022628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1022628.750000 Penalty: 4590.303711
	Iteration 177Q: 3 clusters Score -1022629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1022629.937500 Penalty: 4590.303711
	Iteration 178Q: 3 clusters Score -1022630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1022630.000000 Penalty: 4590.303711
	Iteration 179Q: 3 clusters Score -1022630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1022630.187500 Penalty: 4590.303711
	Iteration 180F: 3 clusters Score -1022630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1022630.062500 Penalty: 4590.303711
	Iteration 181Q: 3 clusters Score -1022630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1022630.062500 Penalty: 4590.303711
	Iteration 182F: 3 clusters Score -1022630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2479 members 
Mstep: Class 3 contains 17199 members 
Mstep: Class 4 contains 19600 members 
Mstep: Class 5 contains 14473 members 
Mstep: Class 6 contains 30605 members 
Mstep: Class 7 contains 54675 members 
Mstep: Class 8 contains 10963 members 
Mstep: Class 9 contains 7770 members 
Mstep: Class 10 contains 31409 members 
Mstep: Class 11 contains 5473 members 
Mstep: Class 12 contains 96489 members 
Mstep: Class 13 contains 7595 members 
Mstep: Class 14 contains 21035 members 
Mstep: Class 15 contains 4939 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 18754 members 
Mstep: Class 18 contains 23224 members 
Mstep: Class 19 contains 30659 members 
Mstep: Class 20 contains 47964 members 
Mstep: Class 21 contains 20071 members 
Mstep: Class 22 contains 26002 members 
Mstep: Class 23 contains 57980 members 
Mstep: Class 24 contains 35429 members 
Mstep: Class 25 contains 7315 members 
Mstep: Class 26 contains 26645 members 
Mstep: Class 27 contains 19030 members 
Mstep: Class 28 contains 2683 members 
Entering Unmasked Estep 
Score: -64614464.000000 Penalty: 92924.406250
Splitting cluster 9 changes total score from -64571640.000000 to -64614464.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 11 (5473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Entering Unmasked Estep 
Score: -491785.437500 Penalty: 2134.680420
	Iteration 0F: 2 clusters Score -491785.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -486963.375000 Penalty: 4269.360840
	Iteration 0F: 3 clusters Score -486963.4 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -488290.625000 Penalty: 4269.360840
	Iteration 1F: 3 clusters Score -488290.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -488775.625000 Penalty: 4269.360840
	Iteration 2F: 3 clusters Score -488775.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -489228.375000 Penalty: 4269.360840
	Iteration 3F: 3 clusters Score -489228.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -489536.187500 Penalty: 4269.360840
	Iteration 4F: 3 clusters Score -489536.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -489745.062500 Penalty: 4269.360840
	Iteration 5F: 3 clusters Score -489745.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -489948.250000 Penalty: 4269.360840
	Iteration 6Q: 3 clusters Score -489948.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -490124.406250 Penalty: 4269.360840
	Iteration 7Q: 3 clusters Score -490124.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -490253.218750 Penalty: 4269.360840
	Iteration 8Q: 3 clusters Score -490253.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -490390.875000 Penalty: 4269.360840
	Iteration 9Q: 3 clusters Score -490390.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -490535.437500 Penalty: 4269.360840
	Iteration 10Q: 3 clusters Score -490535.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -490705.937500 Penalty: 4269.360840
	Iteration 11Q: 3 clusters Score -490705.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -490947.968750 Penalty: 4269.360840
	Iteration 12Q: 3 clusters Score -490948 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -491216.000000 Penalty: 4269.360840
	Iteration 13Q: 3 clusters Score -491216 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -491463.250000 Penalty: 4269.360840
	Iteration 14Q: 3 clusters Score -491463.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -491689.562500 Penalty: 4269.360840
	Iteration 15Q: 3 clusters Score -491689.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -491892.000000 Penalty: 4269.360840
	Iteration 16Q: 3 clusters Score -491892 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -492058.031250 Penalty: 4269.360840
	Iteration 17Q: 3 clusters Score -492058 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -492193.843750 Penalty: 4269.360840
	Iteration 18Q: 3 clusters Score -492193.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -492312.968750 Penalty: 4269.360840
	Iteration 19Q: 3 clusters Score -492313 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -492370.093750 Penalty: 4269.360840
	Iteration 20F: 3 clusters Score -492370.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -492401.812500 Penalty: 4269.360840
	Iteration 21Q: 3 clusters Score -492401.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -492439.812500 Penalty: 4269.360840
	Iteration 22Q: 3 clusters Score -492439.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -492462.687500 Penalty: 4269.360840
	Iteration 23Q: 3 clusters Score -492462.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -492483.468750 Penalty: 4269.360840
	Iteration 24Q: 3 clusters Score -492483.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -492510.187500 Penalty: 4269.360840
	Iteration 25Q: 3 clusters Score -492510.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -492519.593750 Penalty: 4269.360840
	Iteration 26Q: 3 clusters Score -492519.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -492527.718750 Penalty: 4269.360840
	Iteration 27Q: 3 clusters Score -492527.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -492533.625000 Penalty: 4269.360840
	Iteration 28Q: 3 clusters Score -492533.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -492536.125000 Penalty: 4269.360840
	Iteration 29Q: 3 clusters Score -492536.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -492537.312500 Penalty: 4269.360840
	Iteration 30Q: 3 clusters Score -492537.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -492537.312500 Penalty: 4269.360840
	Iteration 31F: 3 clusters Score -492537.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2479 members 
Mstep: Class 3 contains 17199 members 
Mstep: Class 4 contains 19600 members 
Mstep: Class 5 contains 14473 members 
Mstep: Class 6 contains 30605 members 
Mstep: Class 7 contains 54675 members 
Mstep: Class 8 contains 10963 members 
Mstep: Class 9 contains 7770 members 
Mstep: Class 10 contains 31409 members 
Mstep: Class 11 contains 852 members 
Mstep: Class 12 contains 96489 members 
Mstep: Class 13 contains 7595 members 
Mstep: Class 14 contains 21035 members 
Mstep: Class 15 contains 4939 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 18754 members 
Mstep: Class 18 contains 23224 members 
Mstep: Class 19 contains 30659 members 
Mstep: Class 20 contains 47964 members 
Mstep: Class 21 contains 20071 members 
Mstep: Class 22 contains 26002 members 
Mstep: Class 23 contains 57980 members 
Mstep: Class 24 contains 35429 members 
Mstep: Class 25 contains 7315 members 
Mstep: Class 26 contains 26645 members 
Mstep: Class 27 contains 19030 members 
Mstep: Class 28 contains 2683 members 
Mstep: Class 29 contains 4621 members 
Entering Unmasked Estep 
Score: -64613916.000000 Penalty: 96243.132812
Splitting cluster 11 changes total score from -64571640.000000 to -64613916.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 12 (96489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96489 members 
Entering Unmasked Estep 
Score: -10485658.000000 Penalty: 2846.341797
	Iteration 0F: 2 clusters Score -1.048566e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 48398 members 
Entering Unmasked Estep 
Score: -10420935.000000 Penalty: 5692.683594
	Iteration 0F: 3 clusters Score -1.042094e+07 nChanged 45651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 50691 members 
Entering Unmasked Estep 
Score: -10447820.000000 Penalty: 5692.683594
	Iteration 1F: 3 clusters Score -1.044782e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 52058 members 
Entering Unmasked Estep 
Score: -10449184.000000 Penalty: 5692.683594
	Iteration 2Q: 3 clusters Score -1.044918e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 54024 members 
Entering Unmasked Estep 
Score: -10451075.000000 Penalty: 5692.683594
	Iteration 3Q: 3 clusters Score -1.045108e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 56860 members 
Entering Unmasked Estep 
Score: -10453564.000000 Penalty: 5692.683594
	Iteration 4F: 3 clusters Score -1.045356e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 60712 members 
Entering Unmasked Estep 
Score: -10457243.000000 Penalty: 5692.683594
	Iteration 5F: 3 clusters Score -1.045724e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 65600 members 
Entering Unmasked Estep 
Score: -10461765.000000 Penalty: 5692.683594
	Iteration 6F: 3 clusters Score -1.046176e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 71057 members 
Entering Unmasked Estep 
Score: -10466689.000000 Penalty: 5692.683594
	Iteration 7F: 3 clusters Score -1.046669e+07 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 76453 members 
Entering Unmasked Estep 
Score: -10471486.000000 Penalty: 5692.683594
	Iteration 8F: 3 clusters Score -1.047149e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 81285 members 
Entering Unmasked Estep 
Score: -10475711.000000 Penalty: 5692.683594
	Iteration 9F: 3 clusters Score -1.047571e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 85311 members 
Entering Unmasked Estep 
Score: -10479161.000000 Penalty: 5692.683594
	Iteration 10Q: 3 clusters Score -1.047916e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 88511 members 
Entering Unmasked Estep 
Score: -10481917.000000 Penalty: 5692.683594
	Iteration 11Q: 3 clusters Score -1.048192e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 90836 members 
Entering Unmasked Estep 
Score: -10484060.000000 Penalty: 5692.683594
	Iteration 12Q: 3 clusters Score -1.048406e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 92316 members 
Entering Unmasked Estep 
Score: -10485649.000000 Penalty: 5692.683594
	Iteration 13Q: 3 clusters Score -1.048565e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 93129 members 
Entering Unmasked Estep 
Score: -10486514.000000 Penalty: 5692.683594
	Iteration 14Q: 3 clusters Score -1.048651e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 93575 members 
Entering Unmasked Estep 
Score: -10486927.000000 Penalty: 5692.683594
	Iteration 15Q: 3 clusters Score -1.048693e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 93824 members 
Entering Unmasked Estep 
Score: -10487179.000000 Penalty: 5692.683594
	Iteration 16Q: 3 clusters Score -1.048718e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 93984 members 
Entering Unmasked Estep 
Score: -10487317.000000 Penalty: 5692.683594
	Iteration 17Q: 3 clusters Score -1.048732e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 94075 members 
Entering Unmasked Estep 
Score: -10487399.000000 Penalty: 5692.683594
	Iteration 18Q: 3 clusters Score -1.04874e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 94138 members 
Entering Unmasked Estep 
Score: -10487453.000000 Penalty: 5692.683594
	Iteration 19Q: 3 clusters Score -1.048745e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 94169 members 
Entering Unmasked Estep 
Score: -10487670.000000 Penalty: 5692.683594
	Iteration 20F: 3 clusters Score -1.048767e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 94118 members 
Entering Unmasked Estep 
Score: -10488032.000000 Penalty: 5692.683594
	Iteration 21Q: 3 clusters Score -1.048803e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 94053 members 
Entering Unmasked Estep 
Score: -10488409.000000 Penalty: 5692.683594
	Iteration 22Q: 3 clusters Score -1.048841e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 94004 members 
Entering Unmasked Estep 
Score: -10488581.000000 Penalty: 5692.683594
	Iteration 23Q: 3 clusters Score -1.048858e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 93976 members 
Entering Unmasked Estep 
Score: -10488703.000000 Penalty: 5692.683594
	Iteration 24Q: 3 clusters Score -1.04887e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 94005 members 
Entering Unmasked Estep 
Score: -10488779.000000 Penalty: 5692.683594
	Iteration 25Q: 3 clusters Score -1.048878e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 94040 members 
Entering Unmasked Estep 
Score: -10488809.000000 Penalty: 5692.683594
	Iteration 26Q: 3 clusters Score -1.048881e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 94087 members 
Entering Unmasked Estep 
Score: -10488848.000000 Penalty: 5692.683594
	Iteration 27Q: 3 clusters Score -1.048885e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 94135 members 
Entering Unmasked Estep 
Score: -10488891.000000 Penalty: 5692.683594
	Iteration 28Q: 3 clusters Score -1.048889e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 94178 members 
Entering Unmasked Estep 
Score: -10488953.000000 Penalty: 5692.683594
	Iteration 29Q: 3 clusters Score -1.048895e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 94238 members 
Entering Unmasked Estep 
Score: -10489023.000000 Penalty: 5692.683594
	Iteration 30Q: 3 clusters Score -1.048902e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 94285 members 
Entering Unmasked Estep 
Score: -10489105.000000 Penalty: 5692.683594
	Iteration 31Q: 3 clusters Score -1.04891e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 94312 members 
Entering Unmasked Estep 
Score: -10489126.000000 Penalty: 5692.683594
	Iteration 32Q: 3 clusters Score -1.048913e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 94335 members 
Entering Unmasked Estep 
Score: -10489159.000000 Penalty: 5692.683594
	Iteration 33Q: 3 clusters Score -1.048916e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 94350 members 
Entering Unmasked Estep 
Score: -10489177.000000 Penalty: 5692.683594
	Iteration 34Q: 3 clusters Score -1.048918e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 94365 members 
Entering Unmasked Estep 
Score: -10489210.000000 Penalty: 5692.683594
	Iteration 35Q: 3 clusters Score -1.048921e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 94363 members 
Entering Unmasked Estep 
Score: -10489230.000000 Penalty: 5692.683594
	Iteration 36Q: 3 clusters Score -1.048923e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 94369 members 
Entering Unmasked Estep 
Score: -10489224.000000 Penalty: 5692.683594
	Iteration 37Q: 3 clusters Score -1.048922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 94368 members 
Entering Unmasked Estep 
Score: -10489231.000000 Penalty: 5692.683594
	Iteration 38Q: 3 clusters Score -1.048923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 94369 members 
Entering Unmasked Estep 
Score: -10489228.000000 Penalty: 5692.683594
	Iteration 39Q: 3 clusters Score -1.048923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 94368 members 
Entering Unmasked Estep 
Score: -10489396.000000 Penalty: 5692.683594
	Iteration 40F: 3 clusters Score -1.04894e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 94292 members 
Entering Unmasked Estep 
Score: -10489518.000000 Penalty: 5692.683594
	Iteration 41Q: 3 clusters Score -1.048952e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 94236 members 
Entering Unmasked Estep 
Score: -10489609.000000 Penalty: 5692.683594
	Iteration 42Q: 3 clusters Score -1.048961e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 94179 members 
Entering Unmasked Estep 
Score: -10489674.000000 Penalty: 5692.683594
	Iteration 43Q: 3 clusters Score -1.048967e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 94137 members 
Entering Unmasked Estep 
Score: -10489713.000000 Penalty: 5692.683594
	Iteration 44Q: 3 clusters Score -1.048971e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 94119 members 
Entering Unmasked Estep 
Score: -10489754.000000 Penalty: 5692.683594
	Iteration 45Q: 3 clusters Score -1.048975e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 94099 members 
Entering Unmasked Estep 
Score: -10489778.000000 Penalty: 5692.683594
	Iteration 46Q: 3 clusters Score -1.048978e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 94092 members 
Entering Unmasked Estep 
Score: -10489763.000000 Penalty: 5692.683594
	Iteration 47Q: 3 clusters Score -1.048976e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 94084 members 
Entering Unmasked Estep 
Score: -10489775.000000 Penalty: 5692.683594
	Iteration 48Q: 3 clusters Score -1.048978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 94085 members 
Entering Unmasked Estep 
Score: -10489772.000000 Penalty: 5692.683594
	Iteration 49Q: 3 clusters Score -1.048977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 94082 members 
Entering Unmasked Estep 
Score: -10489787.000000 Penalty: 5692.683594
	Iteration 50Q: 3 clusters Score -1.048979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 94081 members 
Entering Unmasked Estep 
Score: -10489779.000000 Penalty: 5692.683594
	Iteration 51Q: 3 clusters Score -1.048978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 94081 members 
Entering Unmasked Estep 
Score: -10489858.000000 Penalty: 5692.683594
	Iteration 52F: 3 clusters Score -1.048986e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 94056 members 
Entering Unmasked Estep 
Score: -10489891.000000 Penalty: 5692.683594
	Iteration 53Q: 3 clusters Score -1.048989e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 94037 members 
Entering Unmasked Estep 
Score: -10489922.000000 Penalty: 5692.683594
	Iteration 54Q: 3 clusters Score -1.048992e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 94016 members 
Entering Unmasked Estep 
Score: -10489934.000000 Penalty: 5692.683594
	Iteration 55Q: 3 clusters Score -1.048993e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 94003 members 
Entering Unmasked Estep 
Score: -10489938.000000 Penalty: 5692.683594
	Iteration 56Q: 3 clusters Score -1.048994e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 93995 members 
Entering Unmasked Estep 
Score: -10489954.000000 Penalty: 5692.683594
	Iteration 57Q: 3 clusters Score -1.048995e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 93994 members 
Entering Unmasked Estep 
Score: -10489949.000000 Penalty: 5692.683594
	Iteration 58Q: 3 clusters Score -1.048995e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 93990 members 
Entering Unmasked Estep 
Score: -10489952.000000 Penalty: 5692.683594
	Iteration 59Q: 3 clusters Score -1.048995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 93989 members 
Entering Unmasked Estep 
Score: -10489952.000000 Penalty: 5692.683594
	Iteration 60F: 3 clusters Score -1.048995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 93992 members 
Entering Unmasked Estep 
Score: -10489951.000000 Penalty: 5692.683594
	Iteration 61Q: 3 clusters Score -1.048995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 93991 members 
Entering Unmasked Estep 
Score: -10489948.000000 Penalty: 5692.683594
	Iteration 62Q: 3 clusters Score -1.048995e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 93991 members 
Entering Unmasked Estep 
Score: -10489948.000000 Penalty: 5692.683594
	Iteration 63F: 3 clusters Score -1.048995e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2479 members 
Mstep: Class 3 contains 17199 members 
Mstep: Class 4 contains 19600 members 
Mstep: Class 5 contains 14473 members 
Mstep: Class 6 contains 30605 members 
Mstep: Class 7 contains 54675 members 
Mstep: Class 8 contains 10963 members 
Mstep: Class 9 contains 7770 members 
Mstep: Class 10 contains 31409 members 
Mstep: Class 11 contains 852 members 
Mstep: Class 12 contains 2498 members 
Mstep: Class 13 contains 7595 members 
Mstep: Class 14 contains 21035 members 
Mstep: Class 15 contains 4939 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 18754 members 
Mstep: Class 18 contains 23224 members 
Mstep: Class 19 contains 30659 members 
Mstep: Class 20 contains 47964 members 
Mstep: Class 21 contains 20071 members 
Mstep: Class 22 contains 26002 members 
Mstep: Class 23 contains 57980 members 
Mstep: Class 24 contains 35429 members 
Mstep: Class 25 contains 7315 members 
Mstep: Class 26 contains 26645 members 
Mstep: Class 27 contains 19030 members 
Mstep: Class 28 contains 2683 members 
Mstep: Class 29 contains 4621 members 
Mstep: Class 30 contains 93991 members 
Entering Unmasked Estep 
Score: -64617836.000000 Penalty: 99561.859375
Splitting cluster 12 changes total score from -64571640.000000 to -64617836.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 13 (7595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Entering Unmasked Estep 
Score: -799334.687500 Penalty: 2215.940918
	Iteration 0F: 2 clusters Score -799334.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -793204.375000 Penalty: 4431.881836
	Iteration 0F: 3 clusters Score -793204.4 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -795365.750000 Penalty: 4431.881836
	Iteration 1F: 3 clusters Score -795365.8 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -796971.187500 Penalty: 4431.881836
	Iteration 2F: 3 clusters Score -796971.2 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -797755.312500 Penalty: 4431.881836
	Iteration 3F: 3 clusters Score -797755.3 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -798258.250000 Penalty: 4431.881836
	Iteration 4F: 3 clusters Score -798258.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -798787.437500 Penalty: 4431.881836
	Iteration 5F: 3 clusters Score -798787.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -799345.062500 Penalty: 4431.881836
	Iteration 6F: 3 clusters Score -799345.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -799795.375000 Penalty: 4431.881836
	Iteration 7Q: 3 clusters Score -799795.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -800164.187500 Penalty: 4431.881836
	Iteration 8Q: 3 clusters Score -800164.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -800556.250000 Penalty: 4431.881836
	Iteration 9Q: 3 clusters Score -800556.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -801026.250000 Penalty: 4431.881836
	Iteration 10Q: 3 clusters Score -801026.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -801510.437500 Penalty: 4431.881836
	Iteration 11Q: 3 clusters Score -801510.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -802034.312500 Penalty: 4431.881836
	Iteration 12Q: 3 clusters Score -802034.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -802680.000000 Penalty: 4431.881836
	Iteration 13Q: 3 clusters Score -802680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -802865.562500 Penalty: 4431.881836
	Iteration 14Q: 3 clusters Score -802865.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -802943.375000 Penalty: 4431.881836
	Iteration 15Q: 3 clusters Score -802943.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -802978.625000 Penalty: 4431.881836
	Iteration 16Q: 3 clusters Score -802978.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -803001.625000 Penalty: 4431.881836
	Iteration 17Q: 3 clusters Score -803001.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -803004.687500 Penalty: 4431.881836
	Iteration 18Q: 3 clusters Score -803004.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -803004.250000 Penalty: 4431.881836
	Iteration 19Q: 3 clusters Score -803004.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -803894.562500 Penalty: 4431.881836
	Iteration 20F: 3 clusters Score -803894.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -806274.750000 Penalty: 4431.881836
	Iteration 21Q: 3 clusters Score -806274.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -806399.000000 Penalty: 4431.881836
	Iteration 22Q: 3 clusters Score -806399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -806402.687500 Penalty: 4431.881836
	Iteration 23Q: 3 clusters Score -806402.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -806403.625000 Penalty: 4431.881836
	Iteration 24Q: 3 clusters Score -806403.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -806403.625000 Penalty: 4431.881836
	Iteration 25F: 3 clusters Score -806403.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2479 members 
Mstep: Class 3 contains 17199 members 
Mstep: Class 4 contains 19600 members 
Mstep: Class 5 contains 14473 members 
Mstep: Class 6 contains 30605 members 
Mstep: Class 7 contains 54675 members 
Mstep: Class 8 contains 10963 members 
Mstep: Class 9 contains 7770 members 
Mstep: Class 10 contains 31409 members 
Mstep: Class 11 contains 852 members 
Mstep: Class 12 contains 2498 members 
Mstep: Class 13 contains 6618 members 
Mstep: Class 14 contains 21035 members 
Mstep: Class 15 contains 4939 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 18754 members 
Mstep: Class 18 contains 23224 members 
Mstep: Class 19 contains 30659 members 
Mstep: Class 20 contains 47964 members 
Mstep: Class 21 contains 20071 members 
Mstep: Class 22 contains 26002 members 
Mstep: Class 23 contains 57980 members 
Mstep: Class 24 contains 35429 members 
Mstep: Class 25 contains 7315 members 
Mstep: Class 26 contains 26645 members 
Mstep: Class 27 contains 19030 members 
Mstep: Class 28 contains 2683 members 
Mstep: Class 29 contains 4621 members 
Mstep: Class 30 contains 93991 members 
Mstep: Class 31 contains 977 members 
Entering Unmasked Estep 
Score: -64623916.000000 Penalty: 102880.585938
Splitting cluster 13 changes total score from -64571640.000000 to -64623916.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 14 (21035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Entering Unmasked Estep 
Score: -2067328.750000 Penalty: 2468.577881
	Iteration 0F: 2 clusters Score -2067329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2052528.125000 Penalty: 4937.155762
	Iteration 0F: 3 clusters Score -2052528 nChanged 9230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2057630.750000 Penalty: 4937.155762
	Iteration 1F: 3 clusters Score -2057631 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2058470.250000 Penalty: 4937.155762
	Iteration 2F: 3 clusters Score -2058470 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2059594.500000 Penalty: 4937.155762
	Iteration 3F: 3 clusters Score -2059594 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2060840.625000 Penalty: 4937.155762
	Iteration 4F: 3 clusters Score -2060841 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2061932.875000 Penalty: 4937.155762
	Iteration 5F: 3 clusters Score -2061933 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2062791.625000 Penalty: 4937.155762
	Iteration 6F: 3 clusters Score -2062792 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -2063365.500000 Penalty: 4937.155762
	Iteration 7F: 3 clusters Score -2063366 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2063753.250000 Penalty: 4937.155762
	Iteration 8Q: 3 clusters Score -2063753 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2064004.375000 Penalty: 4937.155762
	Iteration 9Q: 3 clusters Score -2064004 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2064166.875000 Penalty: 4937.155762
	Iteration 10Q: 3 clusters Score -2064167 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2064292.875000 Penalty: 4937.155762
	Iteration 11Q: 3 clusters Score -2064293 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2064393.125000 Penalty: 4937.155762
	Iteration 12Q: 3 clusters Score -2064393 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2064497.750000 Penalty: 4937.155762
	Iteration 13Q: 3 clusters Score -2064498 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2064608.500000 Penalty: 4937.155762
	Iteration 14Q: 3 clusters Score -2064608 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -2064724.250000 Penalty: 4937.155762
	Iteration 15Q: 3 clusters Score -2064724 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -2064825.750000 Penalty: 4937.155762
	Iteration 16Q: 3 clusters Score -2064826 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2064925.500000 Penalty: 4937.155762
	Iteration 17Q: 3 clusters Score -2064926 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2065006.875000 Penalty: 4937.155762
	Iteration 18Q: 3 clusters Score -2065007 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2065067.375000 Penalty: 4937.155762
	Iteration 19Q: 3 clusters Score -2065067 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2065128.875000 Penalty: 4937.155762
	Iteration 20F: 3 clusters Score -2065129 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2065186.250000 Penalty: 4937.155762
	Iteration 21Q: 3 clusters Score -2065186 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2065239.250000 Penalty: 4937.155762
	Iteration 22Q: 3 clusters Score -2065239 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2065292.750000 Penalty: 4937.155762
	Iteration 23Q: 3 clusters Score -2065293 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2065346.000000 Penalty: 4937.155762
	Iteration 24Q: 3 clusters Score -2065346 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -2065404.500000 Penalty: 4937.155762
	Iteration 25Q: 3 clusters Score -2065404 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -2065465.625000 Penalty: 4937.155762
	Iteration 26Q: 3 clusters Score -2065466 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -2065505.500000 Penalty: 4937.155762
	Iteration 27Q: 3 clusters Score -2065506 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2065549.250000 Penalty: 4937.155762
	Iteration 28Q: 3 clusters Score -2065549 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2065618.500000 Penalty: 4937.155762
	Iteration 29Q: 3 clusters Score -2065618 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2065668.500000 Penalty: 4937.155762
	Iteration 30Q: 3 clusters Score -2065668 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2065724.250000 Penalty: 4937.155762
	Iteration 31Q: 3 clusters Score -2065724 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2065773.875000 Penalty: 4937.155762
	Iteration 32Q: 3 clusters Score -2065774 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2065830.500000 Penalty: 4937.155762
	Iteration 33Q: 3 clusters Score -2065830 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2065875.000000 Penalty: 4937.155762
	Iteration 34Q: 3 clusters Score -2065875 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2065907.250000 Penalty: 4937.155762
	Iteration 35Q: 3 clusters Score -2065907 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -2065941.250000 Penalty: 4937.155762
	Iteration 36Q: 3 clusters Score -2065941 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2065979.375000 Penalty: 4937.155762
	Iteration 37Q: 3 clusters Score -2065979 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2066003.125000 Penalty: 4937.155762
	Iteration 38Q: 3 clusters Score -2066003 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2066041.250000 Penalty: 4937.155762
	Iteration 39Q: 3 clusters Score -2066041 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2066068.750000 Penalty: 4937.155762
	Iteration 40F: 3 clusters Score -2066069 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -2066100.750000 Penalty: 4937.155762
	Iteration 41Q: 3 clusters Score -2066101 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -2066126.625000 Penalty: 4937.155762
	Iteration 42Q: 3 clusters Score -2066127 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2066155.875000 Penalty: 4937.155762
	Iteration 43Q: 3 clusters Score -2066156 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -2066190.500000 Penalty: 4937.155762
	Iteration 44Q: 3 clusters Score -2066190 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -2066220.625000 Penalty: 4937.155762
	Iteration 45Q: 3 clusters Score -2066221 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -2066242.875000 Penalty: 4937.155762
	Iteration 46Q: 3 clusters Score -2066243 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2066256.000000 Penalty: 4937.155762
	Iteration 47Q: 3 clusters Score -2066256 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2066283.000000 Penalty: 4937.155762
	Iteration 48Q: 3 clusters Score -2066283 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2066312.375000 Penalty: 4937.155762
	Iteration 49Q: 3 clusters Score -2066312 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2066351.500000 Penalty: 4937.155762
	Iteration 50Q: 3 clusters Score -2066352 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2066380.625000 Penalty: 4937.155762
	Iteration 51Q: 3 clusters Score -2066381 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2066410.875000 Penalty: 4937.155762
	Iteration 52Q: 3 clusters Score -2066411 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2066441.750000 Penalty: 4937.155762
	Iteration 53Q: 3 clusters Score -2066442 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -2066464.500000 Penalty: 4937.155762
	Iteration 54Q: 3 clusters Score -2066464 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -2066489.125000 Penalty: 4937.155762
	Iteration 55Q: 3 clusters Score -2066489 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2066511.125000 Penalty: 4937.155762
	Iteration 56Q: 3 clusters Score -2066511 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -2066533.625000 Penalty: 4937.155762
	Iteration 57Q: 3 clusters Score -2066534 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2066545.625000 Penalty: 4937.155762
	Iteration 58Q: 3 clusters Score -2066546 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2066559.375000 Penalty: 4937.155762
	Iteration 59Q: 3 clusters Score -2066559 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -2066575.375000 Penalty: 4937.155762
	Iteration 60F: 3 clusters Score -2066575 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -2066586.125000 Penalty: 4937.155762
	Iteration 61Q: 3 clusters Score -2066586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2066592.750000 Penalty: 4937.155762
	Iteration 62Q: 3 clusters Score -2066593 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -2066600.000000 Penalty: 4937.155762
	Iteration 63Q: 3 clusters Score -2066600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2066601.375000 Penalty: 4937.155762
	Iteration 64Q: 3 clusters Score -2066601 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -2066606.125000 Penalty: 4937.155762
	Iteration 65Q: 3 clusters Score -2066606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -2066614.625000 Penalty: 4937.155762
	Iteration 66Q: 3 clusters Score -2066615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2066613.375000 Penalty: 4937.155762
	Iteration 67Q: 3 clusters Score -2066613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -2066615.750000 Penalty: 4937.155762
	Iteration 68Q: 3 clusters Score -2066616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -2066617.125000 Penalty: 4937.155762
	Iteration 69Q: 3 clusters Score -2066617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2066617.625000 Penalty: 4937.155762
	Iteration 70Q: 3 clusters Score -2066618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -2066621.500000 Penalty: 4937.155762
	Iteration 71Q: 3 clusters Score -2066622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2066624.625000 Penalty: 4937.155762
	Iteration 72Q: 3 clusters Score -2066625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -2066630.000000 Penalty: 4937.155762
	Iteration 73Q: 3 clusters Score -2066630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2066633.875000 Penalty: 4937.155762
	Iteration 74Q: 3 clusters Score -2066634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -2066629.875000 Penalty: 4937.155762
	Iteration 75Q: 3 clusters Score -2066630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2066632.625000 Penalty: 4937.155762
	Iteration 76Q: 3 clusters Score -2066633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -2066632.750000 Penalty: 4937.155762
	Iteration 77Q: 3 clusters Score -2066633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2066634.125000 Penalty: 4937.155762
	Iteration 78Q: 3 clusters Score -2066634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -2066636.750000 Penalty: 4937.155762
	Iteration 79Q: 3 clusters Score -2066637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -2066639.750000 Penalty: 4937.155762
	Iteration 80F: 3 clusters Score -2066640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2066641.375000 Penalty: 4937.155762
	Iteration 81Q: 3 clusters Score -2066641 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -2066646.000000 Penalty: 4937.155762
	Iteration 82Q: 3 clusters Score -2066646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2066651.625000 Penalty: 4937.155762
	Iteration 83Q: 3 clusters Score -2066652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -2066650.375000 Penalty: 4937.155762
	Iteration 84Q: 3 clusters Score -2066650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2066651.875000 Penalty: 4937.155762
	Iteration 85Q: 3 clusters Score -2066652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -2066653.625000 Penalty: 4937.155762
	Iteration 86Q: 3 clusters Score -2066654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2066655.125000 Penalty: 4937.155762
	Iteration 87Q: 3 clusters Score -2066655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -2066654.250000 Penalty: 4937.155762
	Iteration 88Q: 3 clusters Score -2066654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -2066654.250000 Penalty: 4937.155762
	Iteration 89F: 3 clusters Score -2066654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Entering Unmasked Estep 
Score: -310771.218750 Penalty: 2109.219727
	Iteration 0F: 2 clusters Score -310771.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -306384.281250 Penalty: 4218.439453
	Iteration 0F: 3 clusters Score -306384.3 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -307722.000000 Penalty: 4218.439453
	Iteration 1F: 3 clusters Score -307722 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -308212.281250 Penalty: 4218.439453
	Iteration 2F: 3 clusters Score -308212.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -308570.625000 Penalty: 4218.439453
	Iteration 3F: 3 clusters Score -308570.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -308840.468750 Penalty: 4218.439453
	Iteration 4F: 3 clusters Score -308840.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -309041.312500 Penalty: 4218.439453
	Iteration 5Q: 3 clusters Score -309041.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -309214.531250 Penalty: 4218.439453
	Iteration 6Q: 3 clusters Score -309214.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -309375.500000 Penalty: 4218.439453
	Iteration 7Q: 3 clusters Score -309375.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -309528.218750 Penalty: 4218.439453
	Iteration 8Q: 3 clusters Score -309528.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -309631.812500 Penalty: 4218.439453
	Iteration 9Q: 3 clusters Score -309631.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -309706.906250 Penalty: 4218.439453
	Iteration 10Q: 3 clusters Score -309706.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -309765.656250 Penalty: 4218.439453
	Iteration 11Q: 3 clusters Score -309765.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -309813.562500 Penalty: 4218.439453
	Iteration 12Q: 3 clusters Score -309813.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -309845.687500 Penalty: 4218.439453
	Iteration 13Q: 3 clusters Score -309845.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -309866.937500 Penalty: 4218.439453
	Iteration 14Q: 3 clusters Score -309866.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -309888.187500 Penalty: 4218.439453
	Iteration 15Q: 3 clusters Score -309888.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -309916.375000 Penalty: 4218.439453
	Iteration 16Q: 3 clusters Score -309916.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -309934.281250 Penalty: 4218.439453
	Iteration 17Q: 3 clusters Score -309934.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -309945.875000 Penalty: 4218.439453
	Iteration 18Q: 3 clusters Score -309945.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -309956.281250 Penalty: 4218.439453
	Iteration 19Q: 3 clusters Score -309956.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -309962.156250 Penalty: 4218.439453
	Iteration 20F: 3 clusters Score -309962.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -309969.562500 Penalty: 4218.439453
	Iteration 21Q: 3 clusters Score -309969.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -309975.343750 Penalty: 4218.439453
	Iteration 22Q: 3 clusters Score -309975.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -309979.531250 Penalty: 4218.439453
	Iteration 23Q: 3 clusters Score -309979.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -309984.375000 Penalty: 4218.439453
	Iteration 24Q: 3 clusters Score -309984.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -309989.218750 Penalty: 4218.439453
	Iteration 25Q: 3 clusters Score -309989.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -309994.312500 Penalty: 4218.439453
	Iteration 26Q: 3 clusters Score -309994.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -309997.218750 Penalty: 4218.439453
	Iteration 27Q: 3 clusters Score -309997.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -309999.750000 Penalty: 4218.439453
	Iteration 28Q: 3 clusters Score -309999.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -310002.687500 Penalty: 4218.439453
	Iteration 29Q: 3 clusters Score -310002.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -310005.500000 Penalty: 4218.439453
	Iteration 30Q: 3 clusters Score -310005.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -310008.156250 Penalty: 4218.439453
	Iteration 31Q: 3 clusters Score -310008.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -310010.000000 Penalty: 4218.439453
	Iteration 32Q: 3 clusters Score -310010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -310011.062500 Penalty: 4218.439453
	Iteration 33Q: 3 clusters Score -310011.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -310011.781250 Penalty: 4218.439453
	Iteration 34Q: 3 clusters Score -310011.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -310014.187500 Penalty: 4218.439453
	Iteration 35Q: 3 clusters Score -310014.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -310014.906250 Penalty: 4218.439453
	Iteration 36Q: 3 clusters Score -310014.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -310017.687500 Penalty: 4218.439453
	Iteration 37Q: 3 clusters Score -310017.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -310019.625000 Penalty: 4218.439453
	Iteration 38Q: 3 clusters Score -310019.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -310021.312500 Penalty: 4218.439453
	Iteration 39Q: 3 clusters Score -310021.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -310023.031250 Penalty: 4218.439453
	Iteration 40F: 3 clusters Score -310023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -310023.937500 Penalty: 4218.439453
	Iteration 41Q: 3 clusters Score -310023.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -310023.968750 Penalty: 4218.439453
	Iteration 42Q: 3 clusters Score -310024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -310025.031250 Penalty: 4218.439453
	Iteration 43Q: 3 clusters Score -310025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -310025.687500 Penalty: 4218.439453
	Iteration 44Q: 3 clusters Score -310025.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -310026.718750 Penalty: 4218.439453
	Iteration 45Q: 3 clusters Score -310026.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -310027.468750 Penalty: 4218.439453
	Iteration 46Q: 3 clusters Score -310027.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -310027.875000 Penalty: 4218.439453
	Iteration 47Q: 3 clusters Score -310027.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -310029.093750 Penalty: 4218.439453
	Iteration 48Q: 3 clusters Score -310029.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -310030.000000 Penalty: 4218.439453
	Iteration 49Q: 3 clusters Score -310030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -310030.000000 Penalty: 4218.439453
	Iteration 50Q: 3 clusters Score -310030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -310030.156250 Penalty: 4218.439453
	Iteration 51Q: 3 clusters Score -310030.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -310031.500000 Penalty: 4218.439453
	Iteration 52Q: 3 clusters Score -310031.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -310032.968750 Penalty: 4218.439453
	Iteration 53Q: 3 clusters Score -310033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -310033.593750 Penalty: 4218.439453
	Iteration 54Q: 3 clusters Score -310033.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -310033.968750 Penalty: 4218.439453
	Iteration 55Q: 3 clusters Score -310034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -310033.968750 Penalty: 4218.439453
	Iteration 56F: 3 clusters Score -310034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Entering Unmasked Estep 
Score: -2044069.750000 Penalty: 2440.112061
	Iteration 0F: 2 clusters Score -2044070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2030889.000000 Penalty: 4880.224121
	Iteration 0F: 3 clusters Score -2030889 nChanged 8248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2035585.750000 Penalty: 4880.224121
	Iteration 1F: 3 clusters Score -2035586 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -2036943.625000 Penalty: 4880.224121
	Iteration 2F: 3 clusters Score -2036944 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2039082.125000 Penalty: 4880.224121
	Iteration 3F: 3 clusters Score -2039082 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2041262.625000 Penalty: 4880.224121
	Iteration 4F: 3 clusters Score -2041263 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2043127.000000 Penalty: 4880.224121
	Iteration 5F: 3 clusters Score -2043127 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2044430.500000 Penalty: 4880.224121
	Iteration 6F: 3 clusters Score -2044430 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -2045250.000000 Penalty: 4880.224121
	Iteration 7Q: 3 clusters Score -2045250 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2045687.375000 Penalty: 4880.224121
	Iteration 8Q: 3 clusters Score -2045687 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2045867.875000 Penalty: 4880.224121
	Iteration 9Q: 3 clusters Score -2045868 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2045947.125000 Penalty: 4880.224121
	Iteration 10Q: 3 clusters Score -2045947 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2045988.375000 Penalty: 4880.224121
	Iteration 11Q: 3 clusters Score -2045988 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2046004.000000 Penalty: 4880.224121
	Iteration 12Q: 3 clusters Score -2046004 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -2046019.625000 Penalty: 4880.224121
	Iteration 13Q: 3 clusters Score -2046020 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2046028.875000 Penalty: 4880.224121
	Iteration 14Q: 3 clusters Score -2046029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2046038.000000 Penalty: 4880.224121
	Iteration 15Q: 3 clusters Score -2046038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -2046036.500000 Penalty: 4880.224121
	Iteration 16Q: 3 clusters Score -2046036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2046041.250000 Penalty: 4880.224121
	Iteration 17Q: 3 clusters Score -2046041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2046039.625000 Penalty: 4880.224121
	Iteration 18Q: 3 clusters Score -2046040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2046043.375000 Penalty: 4880.224121
	Iteration 19Q: 3 clusters Score -2046043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -2046041.750000 Penalty: 4880.224121
	Iteration 20F: 3 clusters Score -2046042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2046043.375000 Penalty: 4880.224121
	Iteration 21Q: 3 clusters Score -2046043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2046043.375000 Penalty: 4880.224121
	Iteration 22F: 3 clusters Score -2046043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2479 members 
Mstep: Class 3 contains 17199 members 
Mstep: Class 4 contains 19600 members 
Mstep: Class 5 contains 14473 members 
Mstep: Class 6 contains 30605 members 
Mstep: Class 7 contains 54675 members 
Mstep: Class 8 contains 10963 members 
Mstep: Class 9 contains 7770 members 
Mstep: Class 10 contains 31409 members 
Mstep: Class 11 contains 852 members 
Mstep: Class 12 contains 2498 members 
Mstep: Class 13 contains 6618 members 
Mstep: Class 14 contains 21035 members 
Mstep: Class 15 contains 4939 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 3344 members 
Mstep: Class 18 contains 23224 members 
Mstep: Class 19 contains 30659 members 
Mstep: Class 20 contains 47964 members 
Mstep: Class 21 contains 20071 members 
Mstep: Class 22 contains 26002 members 
Mstep: Class 23 contains 57980 members 
Mstep: Class 24 contains 35429 members 
Mstep: Class 25 contains 7315 members 
Mstep: Class 26 contains 26645 members 
Mstep: Class 27 contains 19030 members 
Mstep: Class 28 contains 2683 members 
Mstep: Class 29 contains 4621 members 
Mstep: Class 30 contains 93991 members 
Mstep: Class 31 contains 977 members 
Mstep: Class 32 contains 15410 members 
Entering Unmasked Estep 
Score: -64624996.000000 Penalty: 106199.320312
Splitting cluster 17 changes total score from -64571640.000000 to -64624996.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (23224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Entering Unmasked Estep 
Score: -2441039.000000 Penalty: 2493.129395
	Iteration 0F: 2 clusters Score -2441039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -2424895.250000 Penalty: 4986.258789
	Iteration 0F: 3 clusters Score -2424895 nChanged 10250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2431019.500000 Penalty: 4986.258789
	Iteration 1F: 3 clusters Score -2431020 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2432510.250000 Penalty: 4986.258789
	Iteration 2F: 3 clusters Score -2432510 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -2434590.750000 Penalty: 4986.258789
	Iteration 3F: 3 clusters Score -2434591 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -2436679.500000 Penalty: 4986.258789
	Iteration 4F: 3 clusters Score -2436680 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -2438156.000000 Penalty: 4986.258789
	Iteration 5F: 3 clusters Score -2438156 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2439202.500000 Penalty: 4986.258789
	Iteration 6F: 3 clusters Score -2439202 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2440065.250000 Penalty: 4986.258789
	Iteration 7Q: 3 clusters Score -2440065 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2440785.750000 Penalty: 4986.258789
	Iteration 8Q: 3 clusters Score -2440786 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -2441453.500000 Penalty: 4986.258789
	Iteration 9Q: 3 clusters Score -2441454 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2441985.250000 Penalty: 4986.258789
	Iteration 10Q: 3 clusters Score -2441985 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2442400.000000 Penalty: 4986.258789
	Iteration 11Q: 3 clusters Score -2442400 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2442715.000000 Penalty: 4986.258789
	Iteration 12Q: 3 clusters Score -2442715 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2442948.250000 Penalty: 4986.258789
	Iteration 13Q: 3 clusters Score -2442948 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2443123.250000 Penalty: 4986.258789
	Iteration 14Q: 3 clusters Score -2443123 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2443288.250000 Penalty: 4986.258789
	Iteration 15Q: 3 clusters Score -2443288 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2443439.750000 Penalty: 4986.258789
	Iteration 16Q: 3 clusters Score -2443440 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2443585.000000 Penalty: 4986.258789
	Iteration 17Q: 3 clusters Score -2443585 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2443714.250000 Penalty: 4986.258789
	Iteration 18Q: 3 clusters Score -2443714 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2443841.250000 Penalty: 4986.258789
	Iteration 19Q: 3 clusters Score -2443841 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -2443914.250000 Penalty: 4986.258789
	Iteration 20F: 3 clusters Score -2443914 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2443952.250000 Penalty: 4986.258789
	Iteration 21Q: 3 clusters Score -2443952 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -2443974.750000 Penalty: 4986.258789
	Iteration 22Q: 3 clusters Score -2443975 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2443996.000000 Penalty: 4986.258789
	Iteration 23Q: 3 clusters Score -2443996 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2444006.250000 Penalty: 4986.258789
	Iteration 24Q: 3 clusters Score -2444006 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2444012.250000 Penalty: 4986.258789
	Iteration 25Q: 3 clusters Score -2444012 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -2444027.250000 Penalty: 4986.258789
	Iteration 26Q: 3 clusters Score -2444027 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2444035.250000 Penalty: 4986.258789
	Iteration 27Q: 3 clusters Score -2444035 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2444041.000000 Penalty: 4986.258789
	Iteration 28Q: 3 clusters Score -2444041 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2444046.750000 Penalty: 4986.258789
	Iteration 29Q: 3 clusters Score -2444047 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2444049.000000 Penalty: 4986.258789
	Iteration 30Q: 3 clusters Score -2444049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2444042.000000 Penalty: 4986.258789
	Iteration 31Q: 3 clusters Score -2444042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2444042.250000 Penalty: 4986.258789
	Iteration 32Q: 3 clusters Score -2444042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2444039.750000 Penalty: 4986.258789
	Iteration 33Q: 3 clusters Score -2444040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2444040.000000 Penalty: 4986.258789
	Iteration 34Q: 3 clusters Score -2444040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2444041.500000 Penalty: 4986.258789
	Iteration 35Q: 3 clusters Score -2444042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2444040.750000 Penalty: 4986.258789
	Iteration 36Q: 3 clusters Score -2444041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2444041.000000 Penalty: 4986.258789
	Iteration 37Q: 3 clusters Score -2444041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2444044.500000 Penalty: 4986.258789
	Iteration 38Q: 3 clusters Score -2444044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2444044.000000 Penalty: 4986.258789
	Iteration 39Q: 3 clusters Score -2444044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2444044.750000 Penalty: 4986.258789
	Iteration 40F: 3 clusters Score -2444045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2444046.250000 Penalty: 4986.258789
	Iteration 41Q: 3 clusters Score -2444046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2444046.250000 Penalty: 4986.258789
	Iteration 42F: 3 clusters Score -2444046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2479 members 
Mstep: Class 3 contains 17199 members 
Mstep: Class 4 contains 19600 members 
Mstep: Class 5 contains 14473 members 
Mstep: Class 6 contains 30605 members 
Mstep: Class 7 contains 54675 members 
Mstep: Class 8 contains 10963 members 
Mstep: Class 9 contains 7770 members 
Mstep: Class 10 contains 31409 members 
Mstep: Class 11 contains 852 members 
Mstep: Class 12 contains 2498 members 
Mstep: Class 13 contains 6618 members 
Mstep: Class 14 contains 21035 members 
Mstep: Class 15 contains 4939 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 3344 members 
Mstep: Class 18 contains 12631 members 
Mstep: Class 19 contains 30659 members 
Mstep: Class 20 contains 47964 members 
Mstep: Class 21 contains 20071 members 
Mstep: Class 22 contains 26002 members 
Mstep: Class 23 contains 57980 members 
Mstep: Class 24 contains 35429 members 
Mstep: Class 25 contains 7315 members 
Mstep: Class 26 contains 26645 members 
Mstep: Class 27 contains 19030 members 
Mstep: Class 28 contains 2683 members 
Mstep: Class 29 contains 4621 members 
Mstep: Class 30 contains 93991 members 
Mstep: Class 31 contains 977 members 
Mstep: Class 32 contains 15410 members 
Mstep: Class 33 contains 10593 members 
Entering Unmasked Estep 
Score: -64627104.000000 Penalty: 109518.046875
Splitting cluster 18 changes total score from -64571640.000000 to -64627104.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (30659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Entering Unmasked Estep 
Score: -2750467.000000 Penalty: 2562.009033
	Iteration 0F: 2 clusters Score -2750467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2729597.250000 Penalty: 5124.018066
	Iteration 0F: 3 clusters Score -2729597 nChanged 13778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2738519.750000 Penalty: 5124.018066
	Iteration 1F: 3 clusters Score -2738520 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -2740670.250000 Penalty: 5124.018066
	Iteration 2F: 3 clusters Score -2740670 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -2742884.250000 Penalty: 5124.018066
	Iteration 3F: 3 clusters Score -2742884 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2744785.500000 Penalty: 5124.018066
	Iteration 4F: 3 clusters Score -2744786 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -2746173.250000 Penalty: 5124.018066
	Iteration 5F: 3 clusters Score -2746173 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -2747070.500000 Penalty: 5124.018066
	Iteration 6F: 3 clusters Score -2747070 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2747642.250000 Penalty: 5124.018066
	Iteration 7Q: 3 clusters Score -2747642 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -2748011.000000 Penalty: 5124.018066
	Iteration 8Q: 3 clusters Score -2748011 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -2748211.000000 Penalty: 5124.018066
	Iteration 9Q: 3 clusters Score -2748211 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -2748360.750000 Penalty: 5124.018066
	Iteration 10Q: 3 clusters Score -2748361 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -2748488.250000 Penalty: 5124.018066
	Iteration 11Q: 3 clusters Score -2748488 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -2748619.000000 Penalty: 5124.018066
	Iteration 12Q: 3 clusters Score -2748619 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -2748732.500000 Penalty: 5124.018066
	Iteration 13Q: 3 clusters Score -2748732 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -2748838.250000 Penalty: 5124.018066
	Iteration 14Q: 3 clusters Score -2748838 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -2748949.750000 Penalty: 5124.018066
	Iteration 15Q: 3 clusters Score -2748950 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2749076.500000 Penalty: 5124.018066
	Iteration 16Q: 3 clusters Score -2749076 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -2749204.000000 Penalty: 5124.018066
	Iteration 17Q: 3 clusters Score -2749204 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -2749322.000000 Penalty: 5124.018066
	Iteration 18Q: 3 clusters Score -2749322 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -2749441.000000 Penalty: 5124.018066
	Iteration 19Q: 3 clusters Score -2749441 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -2749561.250000 Penalty: 5124.018066
	Iteration 20F: 3 clusters Score -2749561 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2749672.000000 Penalty: 5124.018066
	Iteration 21Q: 3 clusters Score -2749672 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -2749754.000000 Penalty: 5124.018066
	Iteration 22Q: 3 clusters Score -2749754 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -2749863.750000 Penalty: 5124.018066
	Iteration 23Q: 3 clusters Score -2749864 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -2749955.500000 Penalty: 5124.018066
	Iteration 24Q: 3 clusters Score -2749956 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -2750079.250000 Penalty: 5124.018066
	Iteration 25Q: 3 clusters Score -2750079 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -2750196.750000 Penalty: 5124.018066
	Iteration 26Q: 3 clusters Score -2750197 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2750375.250000 Penalty: 5124.018066
	Iteration 27Q: 3 clusters Score -2750375 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -2750550.750000 Penalty: 5124.018066
	Iteration 28Q: 3 clusters Score -2750551 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -2750728.250000 Penalty: 5124.018066
	Iteration 29Q: 3 clusters Score -2750728 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -2750956.750000 Penalty: 5124.018066
	Iteration 30Q: 3 clusters Score -2750957 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -2751228.250000 Penalty: 5124.018066
	Iteration 31Q: 3 clusters Score -2751228 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -2751518.750000 Penalty: 5124.018066
	Iteration 32Q: 3 clusters Score -2751519 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -2751837.500000 Penalty: 5124.018066
	Iteration 33Q: 3 clusters Score -2751838 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -2752118.250000 Penalty: 5124.018066
	Iteration 34Q: 3 clusters Score -2752118 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -2752320.250000 Penalty: 5124.018066
	Iteration 35Q: 3 clusters Score -2752320 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -2752442.750000 Penalty: 5124.018066
	Iteration 36Q: 3 clusters Score -2752443 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -2752523.000000 Penalty: 5124.018066
	Iteration 37Q: 3 clusters Score -2752523 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -2752569.000000 Penalty: 5124.018066
	Iteration 38Q: 3 clusters Score -2752569 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -2752602.250000 Penalty: 5124.018066
	Iteration 39Q: 3 clusters Score -2752602 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -2752701.250000 Penalty: 5124.018066
	Iteration 40F: 3 clusters Score -2752701 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -2752731.000000 Penalty: 5124.018066
	Iteration 41Q: 3 clusters Score -2752731 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -2752753.500000 Penalty: 5124.018066
	Iteration 42Q: 3 clusters Score -2752754 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -2752773.250000 Penalty: 5124.018066
	Iteration 43Q: 3 clusters Score -2752773 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -2752777.000000 Penalty: 5124.018066
	Iteration 44Q: 3 clusters Score -2752777 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -2752785.750000 Penalty: 5124.018066
	Iteration 45Q: 3 clusters Score -2752786 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -2752794.500000 Penalty: 5124.018066
	Iteration 46Q: 3 clusters Score -2752794 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -2752800.250000 Penalty: 5124.018066
	Iteration 47Q: 3 clusters Score -2752800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -2752806.250000 Penalty: 5124.018066
	Iteration 48Q: 3 clusters Score -2752806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -2752802.000000 Penalty: 5124.018066
	Iteration 49Q: 3 clusters Score -2752802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -2752806.500000 Penalty: 5124.018066
	Iteration 50Q: 3 clusters Score -2752806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -2752800.750000 Penalty: 5124.018066
	Iteration 51Q: 3 clusters Score -2752801 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -2752801.250000 Penalty: 5124.018066
	Iteration 52Q: 3 clusters Score -2752801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -2752806.000000 Penalty: 5124.018066
	Iteration 53Q: 3 clusters Score -2752806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -2752802.000000 Penalty: 5124.018066
	Iteration 54Q: 3 clusters Score -2752802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -2752808.000000 Penalty: 5124.018066
	Iteration 55Q: 3 clusters Score -2752808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -2752812.000000 Penalty: 5124.018066
	Iteration 56Q: 3 clusters Score -2752812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -2752809.500000 Penalty: 5124.018066
	Iteration 57Q: 3 clusters Score -2752810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -2752813.750000 Penalty: 5124.018066
	Iteration 58Q: 3 clusters Score -2752814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -2752811.250000 Penalty: 5124.018066
	Iteration 59Q: 3 clusters Score -2752811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2752811.500000 Penalty: 5124.018066
	Iteration 60F: 3 clusters Score -2752812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -2752811.500000 Penalty: 5124.018066
	Iteration 61Q: 3 clusters Score -2752812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -2752813.250000 Penalty: 5124.018066
	Iteration 62Q: 3 clusters Score -2752813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2752813.000000 Penalty: 5124.018066
	Iteration 63Q: 3 clusters Score -2752813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -2752813.500000 Penalty: 5124.018066
	Iteration 64Q: 3 clusters Score -2752814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -2752812.250000 Penalty: 5124.018066
	Iteration 65Q: 3 clusters Score -2752812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -2752814.000000 Penalty: 5124.018066
	Iteration 66Q: 3 clusters Score -2752814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -2752814.000000 Penalty: 5124.018066
	Iteration 67F: 3 clusters Score -2752814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2479 members 
Mstep: Class 3 contains 17199 members 
Mstep: Class 4 contains 19600 members 
Mstep: Class 5 contains 14473 members 
Mstep: Class 6 contains 30605 members 
Mstep: Class 7 contains 54675 members 
Mstep: Class 8 contains 10963 members 
Mstep: Class 9 contains 7770 members 
Mstep: Class 10 contains 31409 members 
Mstep: Class 11 contains 852 members 
Mstep: Class 12 contains 2498 members 
Mstep: Class 13 contains 6618 members 
Mstep: Class 14 contains 21035 members 
Mstep: Class 15 contains 4939 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 3344 members 
Mstep: Class 18 contains 12631 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 47964 members 
Mstep: Class 21 contains 20071 members 
Mstep: Class 22 contains 26002 members 
Mstep: Class 23 contains 57980 members 
Mstep: Class 24 contains 35429 members 
Mstep: Class 25 contains 7315 members 
Mstep: Class 26 contains 26645 members 
Mstep: Class 27 contains 19030 members 
Mstep: Class 28 contains 2683 members 
Mstep: Class 29 contains 4621 members 
Mstep: Class 30 contains 93991 members 
Mstep: Class 31 contains 977 members 
Mstep: Class 32 contains 15410 members 
Mstep: Class 33 contains 10593 members 
Mstep: Class 34 contains 20113 members 
Entering Unmasked Estep 
Score: -64628808.000000 Penalty: 112836.773438
Splitting cluster 19 changes total score from -64571640.000000 to -64628808.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 20 (47964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47964 members 
Entering Unmasked Estep 
Score: -5104761.000000 Penalty: 2672.995117
	Iteration 0F: 2 clusters Score -5104761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -5072507.000000 Penalty: 5345.990234
	Iteration 0F: 3 clusters Score -5072507 nChanged 22125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -5086642.000000 Penalty: 5345.990234
	Iteration 1F: 3 clusters Score -5086642 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -5089658.500000 Penalty: 5345.990234
	Iteration 2F: 3 clusters Score -5089658 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -5093211.000000 Penalty: 5345.990234
	Iteration 3F: 3 clusters Score -5093211 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -5096496.000000 Penalty: 5345.990234
	Iteration 4F: 3 clusters Score -5096496 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -5099028.000000 Penalty: 5345.990234
	Iteration 5F: 3 clusters Score -5099028 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -5100602.000000 Penalty: 5345.990234
	Iteration 6F: 3 clusters Score -5100602 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -5101606.000000 Penalty: 5345.990234
	Iteration 7Q: 3 clusters Score -5101606 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -5102586.000000 Penalty: 5345.990234
	Iteration 8Q: 3 clusters Score -5102586 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -5104019.500000 Penalty: 5345.990234
	Iteration 9Q: 3 clusters Score -5104020 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -5106030.500000 Penalty: 5345.990234
	Iteration 10Q: 3 clusters Score -5106030 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -5107154.000000 Penalty: 5345.990234
	Iteration 11Q: 3 clusters Score -5107154 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -5107593.500000 Penalty: 5345.990234
	Iteration 12Q: 3 clusters Score -5107594 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -5107838.000000 Penalty: 5345.990234
	Iteration 13Q: 3 clusters Score -5107838 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -5107965.000000 Penalty: 5345.990234
	Iteration 14Q: 3 clusters Score -5107965 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -5108090.000000 Penalty: 5345.990234
	Iteration 15Q: 3 clusters Score -5108090 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -5108188.000000 Penalty: 5345.990234
	Iteration 16Q: 3 clusters Score -5108188 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -5108253.000000 Penalty: 5345.990234
	Iteration 17Q: 3 clusters Score -5108253 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -5108311.500000 Penalty: 5345.990234
	Iteration 18Q: 3 clusters Score -5108312 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -5108347.000000 Penalty: 5345.990234
	Iteration 19Q: 3 clusters Score -5108347 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -5108389.000000 Penalty: 5345.990234
	Iteration 20F: 3 clusters Score -5108389 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -5108374.000000 Penalty: 5345.990234
	Iteration 21Q: 3 clusters Score -5108374 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -5108421.500000 Penalty: 5345.990234
	Iteration 22Q: 3 clusters Score -5108422 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -5108453.500000 Penalty: 5345.990234
	Iteration 23Q: 3 clusters Score -5108454 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -5108473.000000 Penalty: 5345.990234
	Iteration 24Q: 3 clusters Score -5108473 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -5108483.000000 Penalty: 5345.990234
	Iteration 25Q: 3 clusters Score -5108483 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -5108498.500000 Penalty: 5345.990234
	Iteration 26Q: 3 clusters Score -5108498 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -5108503.000000 Penalty: 5345.990234
	Iteration 27Q: 3 clusters Score -5108503 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -5108499.000000 Penalty: 5345.990234
	Iteration 28Q: 3 clusters Score -5108499 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -5108499.500000 Penalty: 5345.990234
	Iteration 29Q: 3 clusters Score -5108500 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -5108513.500000 Penalty: 5345.990234
	Iteration 30Q: 3 clusters Score -5108514 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -5108522.000000 Penalty: 5345.990234
	Iteration 31Q: 3 clusters Score -5108522 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -5108527.000000 Penalty: 5345.990234
	Iteration 32Q: 3 clusters Score -5108527 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -5108538.000000 Penalty: 5345.990234
	Iteration 33Q: 3 clusters Score -5108538 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -5108555.500000 Penalty: 5345.990234
	Iteration 34Q: 3 clusters Score -5108556 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -5108564.500000 Penalty: 5345.990234
	Iteration 35Q: 3 clusters Score -5108564 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -5108561.000000 Penalty: 5345.990234
	Iteration 36Q: 3 clusters Score -5108561 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -5108566.000000 Penalty: 5345.990234
	Iteration 37Q: 3 clusters Score -5108566 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -5108565.500000 Penalty: 5345.990234
	Iteration 38Q: 3 clusters Score -5108566 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -5108565.500000 Penalty: 5345.990234
	Iteration 39Q: 3 clusters Score -5108566 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -5108572.000000 Penalty: 5345.990234
	Iteration 40F: 3 clusters Score -5108572 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -5108579.500000 Penalty: 5345.990234
	Iteration 41Q: 3 clusters Score -5108580 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -5108577.500000 Penalty: 5345.990234
	Iteration 42Q: 3 clusters Score -5108578 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -5108606.000000 Penalty: 5345.990234
	Iteration 43Q: 3 clusters Score -5108606 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -5108604.000000 Penalty: 5345.990234
	Iteration 44Q: 3 clusters Score -5108604 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -5108599.000000 Penalty: 5345.990234
	Iteration 45Q: 3 clusters Score -5108599 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -5108639.000000 Penalty: 5345.990234
	Iteration 46Q: 3 clusters Score -5108639 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -5108642.000000 Penalty: 5345.990234
	Iteration 47Q: 3 clusters Score -5108642 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -5108656.500000 Penalty: 5345.990234
	Iteration 48Q: 3 clusters Score -5108656 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -5108672.000000 Penalty: 5345.990234
	Iteration 49Q: 3 clusters Score -5108672 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -5108736.500000 Penalty: 5345.990234
	Iteration 50Q: 3 clusters Score -5108736 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -5108783.500000 Penalty: 5345.990234
	Iteration 51Q: 3 clusters Score -5108784 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -5108860.500000 Penalty: 5345.990234
	Iteration 52Q: 3 clusters Score -5108860 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -5108927.500000 Penalty: 5345.990234
	Iteration 53Q: 3 clusters Score -5108928 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -5109032.500000 Penalty: 5345.990234
	Iteration 54Q: 3 clusters Score -5109032 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -5109146.500000 Penalty: 5345.990234
	Iteration 55Q: 3 clusters Score -5109146 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -5109222.500000 Penalty: 5345.990234
	Iteration 56Q: 3 clusters Score -5109222 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -5109310.000000 Penalty: 5345.990234
	Iteration 57Q: 3 clusters Score -5109310 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -5109395.500000 Penalty: 5345.990234
	Iteration 58Q: 3 clusters Score -5109396 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -5109454.000000 Penalty: 5345.990234
	Iteration 59Q: 3 clusters Score -5109454 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -5109489.000000 Penalty: 5345.990234
	Iteration 60F: 3 clusters Score -5109489 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -5109527.500000 Penalty: 5345.990234
	Iteration 61Q: 3 clusters Score -5109528 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -5109586.000000 Penalty: 5345.990234
	Iteration 62Q: 3 clusters Score -5109586 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -5109588.000000 Penalty: 5345.990234
	Iteration 63Q: 3 clusters Score -5109588 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -5109604.000000 Penalty: 5345.990234
	Iteration 64Q: 3 clusters Score -5109604 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -5109608.500000 Penalty: 5345.990234
	Iteration 65Q: 3 clusters Score -5109608 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -5109609.000000 Penalty: 5345.990234
	Iteration 66Q: 3 clusters Score -5109609 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -5109606.500000 Penalty: 5345.990234
	Iteration 67Q: 3 clusters Score -5109606 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -5109615.500000 Penalty: 5345.990234
	Iteration 68Q: 3 clusters Score -5109616 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -5109611.000000 Penalty: 5345.990234
	Iteration 69Q: 3 clusters Score -5109611 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -5109626.500000 Penalty: 5345.990234
	Iteration 70Q: 3 clusters Score -5109626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -5109630.000000 Penalty: 5345.990234
	Iteration 71Q: 3 clusters Score -5109630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -5109638.000000 Penalty: 5345.990234
	Iteration 72Q: 3 clusters Score -5109638 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -5109648.000000 Penalty: 5345.990234
	Iteration 73Q: 3 clusters Score -5109648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -5109642.000000 Penalty: 5345.990234
	Iteration 74Q: 3 clusters Score -5109642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -5109649.000000 Penalty: 5345.990234
	Iteration 75Q: 3 clusters Score -5109649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -5109650.000000 Penalty: 5345.990234
	Iteration 76Q: 3 clusters Score -5109650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -5109659.000000 Penalty: 5345.990234
	Iteration 77Q: 3 clusters Score -5109659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -5109658.500000 Penalty: 5345.990234
	Iteration 78Q: 3 clusters Score -5109658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -5109661.500000 Penalty: 5345.990234
	Iteration 79Q: 3 clusters Score -5109662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -5109657.500000 Penalty: 5345.990234
	Iteration 80F: 3 clusters Score -5109658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -5109664.000000 Penalty: 5345.990234
	Iteration 81Q: 3 clusters Score -5109664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -5109655.000000 Penalty: 5345.990234
	Iteration 82Q: 3 clusters Score -5109655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -5109654.500000 Penalty: 5345.990234
	Iteration 83Q: 3 clusters Score -5109654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -5109650.500000 Penalty: 5345.990234
	Iteration 84Q: 3 clusters Score -5109650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -5109651.500000 Penalty: 5345.990234
	Iteration 85Q: 3 clusters Score -5109652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -5109646.500000 Penalty: 5345.990234
	Iteration 86Q: 3 clusters Score -5109646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -5109647.000000 Penalty: 5345.990234
	Iteration 87Q: 3 clusters Score -5109647 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -5109654.000000 Penalty: 5345.990234
	Iteration 88Q: 3 clusters Score -5109654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -5109650.000000 Penalty: 5345.990234
	Iteration 89Q: 3 clusters Score -5109650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -5109642.500000 Penalty: 5345.990234
	Iteration 90Q: 3 clusters Score -5109642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -5109657.500000 Penalty: 5345.990234
	Iteration 91Q: 3 clusters Score -5109658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -5109657.500000 Penalty: 5345.990234
	Iteration 92Q: 3 clusters Score -5109658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -5109658.000000 Penalty: 5345.990234
	Iteration 93Q: 3 clusters Score -5109658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -5109655.000000 Penalty: 5345.990234
	Iteration 94Q: 3 clusters Score -5109655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -5109655.000000 Penalty: 5345.990234
	Iteration 95Q: 3 clusters Score -5109655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -5109657.000000 Penalty: 5345.990234
	Iteration 96Q: 3 clusters Score -5109657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -5109654.500000 Penalty: 5345.990234
	Iteration 97Q: 3 clusters Score -5109654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -5109654.500000 Penalty: 5345.990234
	Iteration 98Q: 3 clusters Score -5109654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -5109650.000000 Penalty: 5345.990234
	Iteration 99Q: 3 clusters Score -5109650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -5109647.500000 Penalty: 5345.990234
	Iteration 100F: 3 clusters Score -5109648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -5109644.500000 Penalty: 5345.990234
	Iteration 101Q: 3 clusters Score -5109644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -5109648.500000 Penalty: 5345.990234
	Iteration 102Q: 3 clusters Score -5109648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -5109648.000000 Penalty: 5345.990234
	Iteration 103Q: 3 clusters Score -5109648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -5109649.500000 Penalty: 5345.990234
	Iteration 104Q: 3 clusters Score -5109650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -5109649.500000 Penalty: 5345.990234
	Iteration 105Q: 3 clusters Score -5109650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -5109654.500000 Penalty: 5345.990234
	Iteration 106Q: 3 clusters Score -5109654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -5109654.000000 Penalty: 5345.990234
	Iteration 107Q: 3 clusters Score -5109654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -5109646.000000 Penalty: 5345.990234
	Iteration 108Q: 3 clusters Score -5109646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -5109638.500000 Penalty: 5345.990234
	Iteration 109Q: 3 clusters Score -5109638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -5109645.000000 Penalty: 5345.990234
	Iteration 110Q: 3 clusters Score -5109645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -5109641.000000 Penalty: 5345.990234
	Iteration 111Q: 3 clusters Score -5109641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -5109641.500000 Penalty: 5345.990234
	Iteration 112Q: 3 clusters Score -5109642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -5109640.500000 Penalty: 5345.990234
	Iteration 113Q: 3 clusters Score -5109640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -5109638.000000 Penalty: 5345.990234
	Iteration 114Q: 3 clusters Score -5109638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -5109645.000000 Penalty: 5345.990234
	Iteration 115Q: 3 clusters Score -5109645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -5109647.500000 Penalty: 5345.990234
	Iteration 116Q: 3 clusters Score -5109648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -5109645.000000 Penalty: 5345.990234
	Iteration 117Q: 3 clusters Score -5109645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -5109649.000000 Penalty: 5345.990234
	Iteration 118Q: 3 clusters Score -5109649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -5109647.500000 Penalty: 5345.990234
	Iteration 119Q: 3 clusters Score -5109648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -5109646.000000 Penalty: 5345.990234
	Iteration 120F: 3 clusters Score -5109646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -5109650.000000 Penalty: 5345.990234
	Iteration 121Q: 3 clusters Score -5109650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -5109648.500000 Penalty: 5345.990234
	Iteration 122Q: 3 clusters Score -5109648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -5109646.000000 Penalty: 5345.990234
	Iteration 123Q: 3 clusters Score -5109646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -5109651.500000 Penalty: 5345.990234
	Iteration 124Q: 3 clusters Score -5109652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -5109640.000000 Penalty: 5345.990234
	Iteration 125Q: 3 clusters Score -5109640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -5109644.500000 Penalty: 5345.990234
	Iteration 126Q: 3 clusters Score -5109644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -5109642.500000 Penalty: 5345.990234
	Iteration 127Q: 3 clusters Score -5109642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -5109646.500000 Penalty: 5345.990234
	Iteration 128Q: 3 clusters Score -5109646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -5109644.500000 Penalty: 5345.990234
	Iteration 129Q: 3 clusters Score -5109644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -5109644.500000 Penalty: 5345.990234
	Iteration 130Q: 3 clusters Score -5109644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -5109644.500000 Penalty: 5345.990234
	Iteration 131F: 3 clusters Score -5109644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2479 members 
Mstep: Class 3 contains 17199 members 
Mstep: Class 4 contains 19600 members 
Mstep: Class 5 contains 14473 members 
Mstep: Class 6 contains 30605 members 
Mstep: Class 7 contains 54675 members 
Mstep: Class 8 contains 10963 members 
Mstep: Class 9 contains 7770 members 
Mstep: Class 10 contains 31409 members 
Mstep: Class 11 contains 852 members 
Mstep: Class 12 contains 2498 members 
Mstep: Class 13 contains 6618 members 
Mstep: Class 14 contains 21035 members 
Mstep: Class 15 contains 4939 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 3344 members 
Mstep: Class 18 contains 12631 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20071 members 
Mstep: Class 22 contains 26002 members 
Mstep: Class 23 contains 57980 members 
Mstep: Class 24 contains 35429 members 
Mstep: Class 25 contains 7315 members 
Mstep: Class 26 contains 26645 members 
Mstep: Class 27 contains 19030 members 
Mstep: Class 28 contains 2683 members 
Mstep: Class 29 contains 4621 members 
Mstep: Class 30 contains 93991 members 
Mstep: Class 31 contains 977 members 
Mstep: Class 32 contains 15410 members 
Mstep: Class 33 contains 10593 members 
Mstep: Class 34 contains 20113 members 
Mstep: Class 35 contains 26405 members 
Entering Unmasked Estep 
Score: -64633088.000000 Penalty: 116155.500000
Splitting cluster 20 changes total score from -64571640.000000 to -64633088.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 21 (20071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Entering Unmasked Estep 
Score: -1676135.125000 Penalty: 2456.943604
	Iteration 0F: 2 clusters Score -1676135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1662117.875000 Penalty: 4913.887207
	Iteration 0F: 3 clusters Score -1662118 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1667791.500000 Penalty: 4913.887207
	Iteration 1F: 3 clusters Score -1667792 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1669003.750000 Penalty: 4913.887207
	Iteration 2F: 3 clusters Score -1669004 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1670010.875000 Penalty: 4913.887207
	Iteration 3F: 3 clusters Score -1670011 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1670861.125000 Penalty: 4913.887207
	Iteration 4F: 3 clusters Score -1670861 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1671569.875000 Penalty: 4913.887207
	Iteration 5F: 3 clusters Score -1671570 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1672120.375000 Penalty: 4913.887207
	Iteration 6Q: 3 clusters Score -1672120 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1672570.625000 Penalty: 4913.887207
	Iteration 7Q: 3 clusters Score -1672571 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1672962.250000 Penalty: 4913.887207
	Iteration 8Q: 3 clusters Score -1672962 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1673336.500000 Penalty: 4913.887207
	Iteration 9Q: 3 clusters Score -1673336 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1673653.875000 Penalty: 4913.887207
	Iteration 10Q: 3 clusters Score -1673654 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -1673916.000000 Penalty: 4913.887207
	Iteration 11Q: 3 clusters Score -1673916 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1674134.875000 Penalty: 4913.887207
	Iteration 12Q: 3 clusters Score -1674135 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -1674312.500000 Penalty: 4913.887207
	Iteration 13Q: 3 clusters Score -1674312 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -1674479.250000 Penalty: 4913.887207
	Iteration 14Q: 3 clusters Score -1674479 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -1674651.875000 Penalty: 4913.887207
	Iteration 15Q: 3 clusters Score -1674652 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -1674784.750000 Penalty: 4913.887207
	Iteration 16Q: 3 clusters Score -1674785 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -1674873.625000 Penalty: 4913.887207
	Iteration 17Q: 3 clusters Score -1674874 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -1674955.125000 Penalty: 4913.887207
	Iteration 18Q: 3 clusters Score -1674955 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -1675020.000000 Penalty: 4913.887207
	Iteration 19Q: 3 clusters Score -1675020 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -1675088.625000 Penalty: 4913.887207
	Iteration 20F: 3 clusters Score -1675089 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -1675132.625000 Penalty: 4913.887207
	Iteration 21Q: 3 clusters Score -1675133 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -1675177.250000 Penalty: 4913.887207
	Iteration 22Q: 3 clusters Score -1675177 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -1675224.375000 Penalty: 4913.887207
	Iteration 23Q: 3 clusters Score -1675224 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -1675270.875000 Penalty: 4913.887207
	Iteration 24Q: 3 clusters Score -1675271 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -1675299.125000 Penalty: 4913.887207
	Iteration 25Q: 3 clusters Score -1675299 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -1675323.375000 Penalty: 4913.887207
	Iteration 26Q: 3 clusters Score -1675323 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -1675342.875000 Penalty: 4913.887207
	Iteration 27Q: 3 clusters Score -1675343 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -1675352.875000 Penalty: 4913.887207
	Iteration 28Q: 3 clusters Score -1675353 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -1675370.500000 Penalty: 4913.887207
	Iteration 29Q: 3 clusters Score -1675370 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -1675371.625000 Penalty: 4913.887207
	Iteration 30Q: 3 clusters Score -1675372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -1675384.500000 Penalty: 4913.887207
	Iteration 31Q: 3 clusters Score -1675384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -1675389.250000 Penalty: 4913.887207
	Iteration 32Q: 3 clusters Score -1675389 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -1675392.750000 Penalty: 4913.887207
	Iteration 33Q: 3 clusters Score -1675393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -1675400.500000 Penalty: 4913.887207
	Iteration 34Q: 3 clusters Score -1675400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -1675399.750000 Penalty: 4913.887207
	Iteration 35Q: 3 clusters Score -1675400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -1675404.875000 Penalty: 4913.887207
	Iteration 36Q: 3 clusters Score -1675405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -1675402.875000 Penalty: 4913.887207
	Iteration 37Q: 3 clusters Score -1675403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -1675405.875000 Penalty: 4913.887207
	Iteration 38Q: 3 clusters Score -1675406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -1675408.500000 Penalty: 4913.887207
	Iteration 39Q: 3 clusters Score -1675408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -1675407.000000 Penalty: 4913.887207
	Iteration 40F: 3 clusters Score -1675407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -1675407.875000 Penalty: 4913.887207
	Iteration 41Q: 3 clusters Score -1675408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -1675409.875000 Penalty: 4913.887207
	Iteration 42Q: 3 clusters Score -1675410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -1675409.375000 Penalty: 4913.887207
	Iteration 43Q: 3 clusters Score -1675409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -1675412.500000 Penalty: 4913.887207
	Iteration 44Q: 3 clusters Score -1675412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -1675413.625000 Penalty: 4913.887207
	Iteration 45Q: 3 clusters Score -1675414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -1675413.375000 Penalty: 4913.887207
	Iteration 46Q: 3 clusters Score -1675413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -1675408.500000 Penalty: 4913.887207
	Iteration 47Q: 3 clusters Score -1675408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -1675414.375000 Penalty: 4913.887207
	Iteration 48Q: 3 clusters Score -1675414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -1675413.750000 Penalty: 4913.887207
	Iteration 49Q: 3 clusters Score -1675414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -1675417.500000 Penalty: 4913.887207
	Iteration 50Q: 3 clusters Score -1675418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -1675418.250000 Penalty: 4913.887207
	Iteration 51Q: 3 clusters Score -1675418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -1675418.250000 Penalty: 4913.887207
	Iteration 52F: 3 clusters Score -1675418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Entering Unmasked Estep 
Score: -2825641.000000 Penalty: 2521.150391
	Iteration 0F: 2 clusters Score -2825641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2807620.250000 Penalty: 5042.300781
	Iteration 0F: 3 clusters Score -2807620 nChanged 11681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2813999.750000 Penalty: 5042.300781
	Iteration 1F: 3 clusters Score -2814000 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -2814542.000000 Penalty: 5042.300781
	Iteration 2F: 3 clusters Score -2814542 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -2815056.000000 Penalty: 5042.300781
	Iteration 3Q: 3 clusters Score -2815056 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2815580.250000 Penalty: 5042.300781
	Iteration 4Q: 3 clusters Score -2815580 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2816107.750000 Penalty: 5042.300781
	Iteration 5Q: 3 clusters Score -2816108 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2816754.500000 Penalty: 5042.300781
	Iteration 6Q: 3 clusters Score -2816754 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2817521.500000 Penalty: 5042.300781
	Iteration 7Q: 3 clusters Score -2817522 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2818387.000000 Penalty: 5042.300781
	Iteration 8F: 3 clusters Score -2818387 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2819313.250000 Penalty: 5042.300781
	Iteration 9F: 3 clusters Score -2819313 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -2820229.000000 Penalty: 5042.300781
	Iteration 10Q: 3 clusters Score -2820229 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -2821002.500000 Penalty: 5042.300781
	Iteration 11Q: 3 clusters Score -2821002 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2821684.750000 Penalty: 5042.300781
	Iteration 12Q: 3 clusters Score -2821685 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2822285.000000 Penalty: 5042.300781
	Iteration 13Q: 3 clusters Score -2822285 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2822819.750000 Penalty: 5042.300781
	Iteration 14Q: 3 clusters Score -2822820 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2823145.250000 Penalty: 5042.300781
	Iteration 15Q: 3 clusters Score -2823145 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2823308.750000 Penalty: 5042.300781
	Iteration 16Q: 3 clusters Score -2823309 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2823409.000000 Penalty: 5042.300781
	Iteration 17Q: 3 clusters Score -2823409 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2823487.000000 Penalty: 5042.300781
	Iteration 18Q: 3 clusters Score -2823487 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2823537.750000 Penalty: 5042.300781
	Iteration 19Q: 3 clusters Score -2823538 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2823579.750000 Penalty: 5042.300781
	Iteration 20F: 3 clusters Score -2823580 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2823603.250000 Penalty: 5042.300781
	Iteration 21Q: 3 clusters Score -2823603 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2823620.500000 Penalty: 5042.300781
	Iteration 22Q: 3 clusters Score -2823620 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2823636.500000 Penalty: 5042.300781
	Iteration 23Q: 3 clusters Score -2823636 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2823650.750000 Penalty: 5042.300781
	Iteration 24Q: 3 clusters Score -2823651 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2823672.750000 Penalty: 5042.300781
	Iteration 25Q: 3 clusters Score -2823673 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2823688.500000 Penalty: 5042.300781
	Iteration 26Q: 3 clusters Score -2823688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2823697.500000 Penalty: 5042.300781
	Iteration 27Q: 3 clusters Score -2823698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2823709.500000 Penalty: 5042.300781
	Iteration 28Q: 3 clusters Score -2823710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2823719.000000 Penalty: 5042.300781
	Iteration 29Q: 3 clusters Score -2823719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2823721.250000 Penalty: 5042.300781
	Iteration 30Q: 3 clusters Score -2823721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2823733.500000 Penalty: 5042.300781
	Iteration 31Q: 3 clusters Score -2823734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2823735.750000 Penalty: 5042.300781
	Iteration 32Q: 3 clusters Score -2823736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2823748.500000 Penalty: 5042.300781
	Iteration 33Q: 3 clusters Score -2823748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2823755.000000 Penalty: 5042.300781
	Iteration 34Q: 3 clusters Score -2823755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2823763.500000 Penalty: 5042.300781
	Iteration 35Q: 3 clusters Score -2823764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2823767.500000 Penalty: 5042.300781
	Iteration 36Q: 3 clusters Score -2823768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2823781.750000 Penalty: 5042.300781
	Iteration 37Q: 3 clusters Score -2823782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2823792.500000 Penalty: 5042.300781
	Iteration 38Q: 3 clusters Score -2823792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2823815.250000 Penalty: 5042.300781
	Iteration 39Q: 3 clusters Score -2823815 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2823829.750000 Penalty: 5042.300781
	Iteration 40F: 3 clusters Score -2823830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2823848.750000 Penalty: 5042.300781
	Iteration 41Q: 3 clusters Score -2823849 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2823862.250000 Penalty: 5042.300781
	Iteration 42Q: 3 clusters Score -2823862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2823870.750000 Penalty: 5042.300781
	Iteration 43Q: 3 clusters Score -2823871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2823886.500000 Penalty: 5042.300781
	Iteration 44Q: 3 clusters Score -2823886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2823895.500000 Penalty: 5042.300781
	Iteration 45Q: 3 clusters Score -2823896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2823896.750000 Penalty: 5042.300781
	Iteration 46Q: 3 clusters Score -2823897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2823901.500000 Penalty: 5042.300781
	Iteration 47Q: 3 clusters Score -2823902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2823904.750000 Penalty: 5042.300781
	Iteration 48Q: 3 clusters Score -2823905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2823906.750000 Penalty: 5042.300781
	Iteration 49Q: 3 clusters Score -2823907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2823909.750000 Penalty: 5042.300781
	Iteration 50Q: 3 clusters Score -2823910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2823910.000000 Penalty: 5042.300781
	Iteration 51Q: 3 clusters Score -2823910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2823910.000000 Penalty: 5042.300781
	Iteration 52F: 3 clusters Score -2823910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2479 members 
Mstep: Class 3 contains 17199 members 
Mstep: Class 4 contains 19600 members 
Mstep: Class 5 contains 14473 members 
Mstep: Class 6 contains 30605 members 
Mstep: Class 7 contains 54675 members 
Mstep: Class 8 contains 10963 members 
Mstep: Class 9 contains 7770 members 
Mstep: Class 11 contains 852 members 
Mstep: Class 12 contains 2498 members 
Mstep: Class 13 contains 6618 members 
Mstep: Class 14 contains 21035 members 
Mstep: Class 15 contains 4939 members 
Mstep: Class 17 contains 3344 members 
Mstep: Class 18 contains 12631 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20071 members 
Mstep: Class 22 contains 26002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64658120.000000 Penalty: 116155.500000
Iteration 39Q: 36 clusters Score -6.465812e+07 nChanged 29867
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 2466 members 
Mstep: Class 3 contains 16976 members 
Mstep: Class 4 contains 20959 members 
Mstep: Class 5 contains 15738 members 
Mstep: Class 6 contains 30780 members 
Mstep: Class 7 contains 55306 members 
Mstep: Class 8 contains 11134 members 
Mstep: Class 9 contains 8663 members 
Mstep: Class 10 contains 30218 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 2744 members 
Mstep: Class 13 contains 7338 members 
Mstep: Class 14 contains 20703 members 
Mstep: Class 15 contains 4929 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 3708 members 
Mstep: Class 18 contains 13113 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 22009 members 
Mstep: Class 21 contains 20485 members 
Mstep: Class 22 contains 26247 members 
Mstep: Class 23 contains 56244 members 
Mstep: Class 24 contains 34423 members 
Mstep: Class 25 contains 7454 members 
Mstep: Class 26 contains 26819 members 
Mstep: Class 27 contains 18017 members 
Mstep: Class 28 contains 2496 members 
Mstep: Class 29 contains 4234 members 
Mstep: Class 30 contains 92632 members 
Mstep: Class 31 contains 973 members 
Mstep: Class 32 contains 15077 members 
Mstep: Class 33 contains 9840 members 
Mstep: Class 34 contains 19666 members 
Mstep: Class 35 contains 26030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64678272.000000 Penalty: 116155.500000
Iteration 40F: 36 clusters Score -6.467827e+07 nChanged 20386
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 2444 members 
Mstep: Class 3 contains 16720 members 
Mstep: Class 4 contains 20664 members 
Mstep: Class 5 contains 16040 members 
Mstep: Class 6 contains 29638 members 
Mstep: Class 7 contains 54594 members 
Mstep: Class 8 contains 11228 members 
Mstep: Class 9 contains 8831 members 
Mstep: Class 10 contains 30856 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7734 members 
Mstep: Class 14 contains 19370 members 
Mstep: Class 15 contains 4855 members 
Mstep: Class 16 contains 1412 members 
Mstep: Class 17 contains 3834 members 
Mstep: Class 18 contains 12713 members 
Mstep: Class 19 contains 11658 members 
Mstep: Class 20 contains 22078 members 
Mstep: Class 21 contains 20612 members 
Mstep: Class 22 contains 26147 members 
Mstep: Class 23 contains 55211 members 
Mstep: Class 24 contains 35899 members 
Mstep: Class 25 contains 7573 members 
Mstep: Class 26 contains 28151 members 
Mstep: Class 27 contains 17875 members 
Mstep: Class 28 contains 2792 members 
Mstep: Class 29 contains 4340 members 
Mstep: Class 30 contains 92068 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14935 members 
Mstep: Class 33 contains 9518 members 
Mstep: Class 34 contains 20278 members 
Mstep: Class 35 contains 25897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64686948.000000 Penalty: 116155.500000
Iteration 41Q: 36 clusters Score -6.468695e+07 nChanged 11980
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 2447 members 
Mstep: Class 3 contains 16574 members 
Mstep: Class 4 contains 20311 members 
Mstep: Class 5 contains 16284 members 
Mstep: Class 6 contains 28869 members 
Mstep: Class 7 contains 54086 members 
Mstep: Class 8 contains 11321 members 
Mstep: Class 9 contains 8956 members 
Mstep: Class 10 contains 31224 members 
Mstep: Class 11 contains 1613 members 
Mstep: Class 12 contains 2683 members 
Mstep: Class 13 contains 8079 members 
Mstep: Class 14 contains 18472 members 
Mstep: Class 15 contains 4755 members 
Mstep: Class 16 contains 1365 members 
Mstep: Class 17 contains 3898 members 
Mstep: Class 18 contains 12588 members 
Mstep: Class 19 contains 11892 members 
Mstep: Class 20 contains 22103 members 
Mstep: Class 21 contains 20921 members 
Mstep: Class 22 contains 26092 members 
Mstep: Class 23 contains 54377 members 
Mstep: Class 24 contains 36884 members 
Mstep: Class 25 contains 7627 members 
Mstep: Class 26 contains 29151 members 
Mstep: Class 27 contains 17697 members 
Mstep: Class 28 contains 2962 members 
Mstep: Class 29 contains 4407 members 
Mstep: Class 30 contains 91752 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14751 members 
Mstep: Class 33 contains 9312 members 
Mstep: Class 34 contains 20608 members 
Mstep: Class 35 contains 25812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64691088.000000 Penalty: 116155.500000
Iteration 42Q: 36 clusters Score -6.469109e+07 nChanged 8816
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 2448 members 
Mstep: Class 3 contains 16566 members 
Mstep: Class 4 contains 19861 members 
Mstep: Class 5 contains 16467 members 
Mstep: Class 6 contains 28307 members 
Mstep: Class 7 contains 53711 members 
Mstep: Class 8 contains 11411 members 
Mstep: Class 9 contains 9087 members 
Mstep: Class 10 contains 31421 members 
Mstep: Class 11 contains 1776 members 
Mstep: Class 12 contains 2543 members 
Mstep: Class 13 contains 8338 members 
Mstep: Class 14 contains 17794 members 
Mstep: Class 15 contains 4639 members 
Mstep: Class 16 contains 1347 members 
Mstep: Class 17 contains 3951 members 
Mstep: Class 18 contains 12605 members 
Mstep: Class 19 contains 12051 members 
Mstep: Class 20 contains 22088 members 
Mstep: Class 21 contains 21189 members 
Mstep: Class 22 contains 26053 members 
Mstep: Class 23 contains 53738 members 
Mstep: Class 24 contains 37516 members 
Mstep: Class 25 contains 7682 members 
Mstep: Class 26 contains 29934 members 
Mstep: Class 27 contains 17587 members 
Mstep: Class 28 contains 3066 members 
Mstep: Class 29 contains 4446 members 
Mstep: Class 30 contains 91535 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14630 members 
Mstep: Class 33 contains 9182 members 
Mstep: Class 34 contains 20868 members 
Mstep: Class 35 contains 25747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64693788.000000 Penalty: 116155.500000
Iteration 43Q: 36 clusters Score -6.469379e+07 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 2448 members 
Mstep: Class 3 contains 16572 members 
Mstep: Class 4 contains 19345 members 
Mstep: Class 5 contains 16594 members 
Mstep: Class 6 contains 27907 members 
Mstep: Class 7 contains 53421 members 
Mstep: Class 8 contains 11472 members 
Mstep: Class 9 contains 9164 members 
Mstep: Class 10 contains 31507 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 2453 members 
Mstep: Class 13 contains 8544 members 
Mstep: Class 14 contains 17279 members 
Mstep: Class 15 contains 4531 members 
Mstep: Class 16 contains 1330 members 
Mstep: Class 17 contains 3989 members 
Mstep: Class 18 contains 12666 members 
Mstep: Class 19 contains 12148 members 
Mstep: Class 20 contains 22074 members 
Mstep: Class 21 contains 21548 members 
Mstep: Class 22 contains 26040 members 
Mstep: Class 23 contains 53220 members 
Mstep: Class 24 contains 37890 members 
Mstep: Class 25 contains 7709 members 
Mstep: Class 26 contains 30607 members 
Mstep: Class 27 contains 17534 members 
Mstep: Class 28 contains 3132 members 
Mstep: Class 29 contains 4467 members 
Mstep: Class 30 contains 91379 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14536 members 
Mstep: Class 33 contains 9077 members 
Mstep: Class 34 contains 21089 members 
Mstep: Class 35 contains 25714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64695544.000000 Penalty: 116155.500000
Iteration 44Q: 36 clusters Score -6.469554e+07 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 16589 members 
Mstep: Class 4 contains 18797 members 
Mstep: Class 5 contains 16674 members 
Mstep: Class 6 contains 27555 members 
Mstep: Class 7 contains 53196 members 
Mstep: Class 8 contains 11521 members 
Mstep: Class 9 contains 9211 members 
Mstep: Class 10 contains 31527 members 
Mstep: Class 11 contains 2020 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 13 contains 8691 members 
Mstep: Class 14 contains 16884 members 
Mstep: Class 15 contains 4434 members 
Mstep: Class 16 contains 1322 members 
Mstep: Class 17 contains 4035 members 
Mstep: Class 18 contains 12756 members 
Mstep: Class 19 contains 12242 members 
Mstep: Class 20 contains 22062 members 
Mstep: Class 21 contains 21885 members 
Mstep: Class 22 contains 26074 members 
Mstep: Class 23 contains 52773 members 
Mstep: Class 24 contains 38137 members 
Mstep: Class 25 contains 7732 members 
Mstep: Class 26 contains 31214 members 
Mstep: Class 27 contains 17511 members 
Mstep: Class 28 contains 3185 members 
Mstep: Class 29 contains 4495 members 
Mstep: Class 30 contains 91301 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14441 members 
Mstep: Class 33 contains 9008 members 
Mstep: Class 34 contains 21270 members 
Mstep: Class 35 contains 25674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64697148.000000 Penalty: 116155.500000
Iteration 45Q: 36 clusters Score -6.469715e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 2444 members 
Mstep: Class 3 contains 16610 members 
Mstep: Class 4 contains 18202 members 
Mstep: Class 5 contains 16746 members 
Mstep: Class 6 contains 27286 members 
Mstep: Class 7 contains 53022 members 
Mstep: Class 8 contains 11561 members 
Mstep: Class 9 contains 9250 members 
Mstep: Class 10 contains 31502 members 
Mstep: Class 11 contains 2099 members 
Mstep: Class 12 contains 2296 members 
Mstep: Class 13 contains 8793 members 
Mstep: Class 14 contains 16547 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 1321 members 
Mstep: Class 17 contains 4059 members 
Mstep: Class 18 contains 12852 members 
Mstep: Class 19 contains 12323 members 
Mstep: Class 20 contains 22045 members 
Mstep: Class 21 contains 22215 members 
Mstep: Class 22 contains 26095 members 
Mstep: Class 23 contains 52409 members 
Mstep: Class 24 contains 38302 members 
Mstep: Class 25 contains 7755 members 
Mstep: Class 26 contains 31782 members 
Mstep: Class 27 contains 17499 members 
Mstep: Class 28 contains 3209 members 
Mstep: Class 29 contains 4517 members 
Mstep: Class 30 contains 91252 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14373 members 
Mstep: Class 33 contains 8954 members 
Mstep: Class 34 contains 21454 members 
Mstep: Class 35 contains 25635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64698280.000000 Penalty: 116155.500000
Iteration 46Q: 36 clusters Score -6.469828e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 2436 members 
Mstep: Class 3 contains 16658 members 
Mstep: Class 4 contains 17636 members 
Mstep: Class 5 contains 16794 members 
Mstep: Class 6 contains 27064 members 
Mstep: Class 7 contains 52854 members 
Mstep: Class 8 contains 11588 members 
Mstep: Class 9 contains 9283 members 
Mstep: Class 10 contains 31452 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 12 contains 2264 members 
Mstep: Class 13 contains 8875 members 
Mstep: Class 14 contains 16301 members 
Mstep: Class 15 contains 4282 members 
Mstep: Class 16 contains 1325 members 
Mstep: Class 17 contains 4088 members 
Mstep: Class 18 contains 12938 members 
Mstep: Class 19 contains 12351 members 
Mstep: Class 20 contains 22019 members 
Mstep: Class 21 contains 22519 members 
Mstep: Class 22 contains 26144 members 
Mstep: Class 23 contains 52117 members 
Mstep: Class 24 contains 38381 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 32316 members 
Mstep: Class 27 contains 17484 members 
Mstep: Class 28 contains 3238 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 91189 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14318 members 
Mstep: Class 33 contains 8908 members 
Mstep: Class 34 contains 21585 members 
Mstep: Class 35 contains 25601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64699124.000000 Penalty: 116155.500000
Iteration 47Q: 36 clusters Score -6.469912e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 2429 members 
Mstep: Class 3 contains 16676 members 
Mstep: Class 4 contains 17054 members 
Mstep: Class 5 contains 16846 members 
Mstep: Class 6 contains 26908 members 
Mstep: Class 7 contains 52702 members 
Mstep: Class 8 contains 11614 members 
Mstep: Class 9 contains 9280 members 
Mstep: Class 10 contains 31423 members 
Mstep: Class 11 contains 2232 members 
Mstep: Class 12 contains 2223 members 
Mstep: Class 13 contains 8942 members 
Mstep: Class 14 contains 16097 members 
Mstep: Class 15 contains 4223 members 
Mstep: Class 16 contains 1327 members 
Mstep: Class 17 contains 4104 members 
Mstep: Class 18 contains 13006 members 
Mstep: Class 19 contains 12384 members 
Mstep: Class 20 contains 22001 members 
Mstep: Class 21 contains 22810 members 
Mstep: Class 22 contains 26194 members 
Mstep: Class 23 contains 51886 members 
Mstep: Class 24 contains 38402 members 
Mstep: Class 25 contains 7788 members 
Mstep: Class 26 contains 32812 members 
Mstep: Class 27 contains 17470 members 
Mstep: Class 28 contains 3272 members 
Mstep: Class 29 contains 4573 members 
Mstep: Class 30 contains 91164 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14285 members 
Mstep: Class 33 contains 8869 members 
Mstep: Class 34 contains 21701 members 
Mstep: Class 35 contains 25567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64700424.000000 Penalty: 116155.500000
Iteration 48Q: 36 clusters Score -6.470042e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 3 contains 16702 members 
Mstep: Class 4 contains 16461 members 
Mstep: Class 5 contains 16903 members 
Mstep: Class 6 contains 26763 members 
Mstep: Class 7 contains 52556 members 
Mstep: Class 8 contains 11637 members 
Mstep: Class 9 contains 9285 members 
Mstep: Class 10 contains 31412 members 
Mstep: Class 11 contains 2273 members 
Mstep: Class 12 contains 2177 members 
Mstep: Class 13 contains 8989 members 
Mstep: Class 14 contains 15903 members 
Mstep: Class 15 contains 4168 members 
Mstep: Class 16 contains 1327 members 
Mstep: Class 17 contains 4123 members 
Mstep: Class 18 contains 13078 members 
Mstep: Class 19 contains 12427 members 
Mstep: Class 20 contains 21982 members 
Mstep: Class 21 contains 23039 members 
Mstep: Class 22 contains 26245 members 
Mstep: Class 23 contains 51648 members 
Mstep: Class 24 contains 38421 members 
Mstep: Class 25 contains 7782 members 
Mstep: Class 26 contains 33343 members 
Mstep: Class 27 contains 17472 members 
Mstep: Class 28 contains 3280 members 
Mstep: Class 29 contains 4608 members 
Mstep: Class 30 contains 91157 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14257 members 
Mstep: Class 33 contains 8836 members 
Mstep: Class 34 contains 21815 members 
Mstep: Class 35 contains 25545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64700836.000000 Penalty: 116155.500000
Iteration 49Q: 36 clusters Score -6.470084e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 2420 members 
Mstep: Class 3 contains 16710 members 
Mstep: Class 4 contains 15865 members 
Mstep: Class 5 contains 16962 members 
Mstep: Class 6 contains 26659 members 
Mstep: Class 7 contains 52450 members 
Mstep: Class 8 contains 11657 members 
Mstep: Class 9 contains 9285 members 
Mstep: Class 10 contains 31394 members 
Mstep: Class 11 contains 2320 members 
Mstep: Class 12 contains 2149 members 
Mstep: Class 13 contains 9021 members 
Mstep: Class 14 contains 15715 members 
Mstep: Class 15 contains 4124 members 
Mstep: Class 16 contains 1329 members 
Mstep: Class 17 contains 4138 members 
Mstep: Class 18 contains 13127 members 
Mstep: Class 19 contains 12440 members 
Mstep: Class 20 contains 21963 members 
Mstep: Class 21 contains 23259 members 
Mstep: Class 22 contains 26297 members 
Mstep: Class 23 contains 51431 members 
Mstep: Class 24 contains 38421 members 
Mstep: Class 25 contains 7783 members 
Mstep: Class 26 contains 33820 members 
Mstep: Class 27 contains 17488 members 
Mstep: Class 28 contains 3302 members 
Mstep: Class 29 contains 4644 members 
Mstep: Class 30 contains 91150 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14238 members 
Mstep: Class 33 contains 8797 members 
Mstep: Class 34 contains 21947 members 
Mstep: Class 35 contains 25520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64701936.000000 Penalty: 116155.500000
Iteration 50Q: 36 clusters Score -6.470194e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2419 members 
Mstep: Class 3 contains 16701 members 
Mstep: Class 4 contains 15248 members 
Mstep: Class 5 contains 17003 members 
Mstep: Class 6 contains 26561 members 
Mstep: Class 7 contains 52381 members 
Mstep: Class 8 contains 11671 members 
Mstep: Class 9 contains 9279 members 
Mstep: Class 10 contains 31385 members 
Mstep: Class 11 contains 2344 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 9043 members 
Mstep: Class 14 contains 15565 members 
Mstep: Class 15 contains 4087 members 
Mstep: Class 16 contains 1329 members 
Mstep: Class 17 contains 4160 members 
Mstep: Class 18 contains 13175 members 
Mstep: Class 19 contains 12459 members 
Mstep: Class 20 contains 21945 members 
Mstep: Class 21 contains 23450 members 
Mstep: Class 22 contains 26341 members 
Mstep: Class 23 contains 51225 members 
Mstep: Class 24 contains 38442 members 
Mstep: Class 25 contains 7786 members 
Mstep: Class 26 contains 34302 members 
Mstep: Class 27 contains 17504 members 
Mstep: Class 28 contains 3326 members 
Mstep: Class 29 contains 4699 members 
Mstep: Class 30 contains 91151 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14208 members 
Mstep: Class 33 contains 8766 members 
Mstep: Class 34 contains 22035 members 
Mstep: Class 35 contains 25502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64702488.000000 Penalty: 116155.500000
Iteration 51Q: 36 clusters Score -6.470249e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 2418 members 
Mstep: Class 3 contains 16700 members 
Mstep: Class 4 contains 14671 members 
Mstep: Class 5 contains 17031 members 
Mstep: Class 6 contains 26487 members 
Mstep: Class 7 contains 52316 members 
Mstep: Class 8 contains 11685 members 
Mstep: Class 9 contains 9270 members 
Mstep: Class 10 contains 31349 members 
Mstep: Class 11 contains 2369 members 
Mstep: Class 12 contains 2116 members 
Mstep: Class 13 contains 9057 members 
Mstep: Class 14 contains 15432 members 
Mstep: Class 15 contains 4050 members 
Mstep: Class 16 contains 1329 members 
Mstep: Class 17 contains 4183 members 
Mstep: Class 18 contains 13192 members 
Mstep: Class 19 contains 12491 members 
Mstep: Class 20 contains 21930 members 
Mstep: Class 21 contains 23624 members 
Mstep: Class 22 contains 26394 members 
Mstep: Class 23 contains 51043 members 
Mstep: Class 24 contains 38474 members 
Mstep: Class 25 contains 7775 members 
Mstep: Class 26 contains 34748 members 
Mstep: Class 27 contains 17544 members 
Mstep: Class 28 contains 3348 members 
Mstep: Class 29 contains 4754 members 
Mstep: Class 30 contains 91148 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14191 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 22086 members 
Mstep: Class 35 contains 25484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64702684.000000 Penalty: 116155.500000
Iteration 52Q: 36 clusters Score -6.470268e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 2416 members 
Mstep: Class 3 contains 16700 members 
Mstep: Class 4 contains 14124 members 
Mstep: Class 5 contains 17061 members 
Mstep: Class 6 contains 26422 members 
Mstep: Class 7 contains 52267 members 
Mstep: Class 8 contains 11692 members 
Mstep: Class 9 contains 9266 members 
Mstep: Class 10 contains 31313 members 
Mstep: Class 11 contains 2387 members 
Mstep: Class 12 contains 2103 members 
Mstep: Class 13 contains 9065 members 
Mstep: Class 14 contains 15321 members 
Mstep: Class 15 contains 4009 members 
Mstep: Class 16 contains 1330 members 
Mstep: Class 17 contains 4201 members 
Mstep: Class 18 contains 13227 members 
Mstep: Class 19 contains 12519 members 
Mstep: Class 20 contains 21925 members 
Mstep: Class 21 contains 23793 members 
Mstep: Class 22 contains 26450 members 
Mstep: Class 23 contains 50878 members 
Mstep: Class 24 contains 38502 members 
Mstep: Class 25 contains 7759 members 
Mstep: Class 26 contains 35162 members 
Mstep: Class 27 contains 17569 members 
Mstep: Class 28 contains 3356 members 
Mstep: Class 29 contains 4807 members 
Mstep: Class 30 contains 91148 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14165 members 
Mstep: Class 33 contains 8740 members 
Mstep: Class 34 contains 22145 members 
Mstep: Class 35 contains 25459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64703260.000000 Penalty: 116155.500000
Iteration 53Q: 36 clusters Score -6.470326e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 2415 members 
Mstep: Class 3 contains 16691 members 
Mstep: Class 4 contains 13644 members 
Mstep: Class 5 contains 17074 members 
Mstep: Class 6 contains 26360 members 
Mstep: Class 7 contains 52232 members 
Mstep: Class 8 contains 11696 members 
Mstep: Class 9 contains 9264 members 
Mstep: Class 10 contains 31258 members 
Mstep: Class 11 contains 2402 members 
Mstep: Class 12 contains 2098 members 
Mstep: Class 13 contains 9071 members 
Mstep: Class 14 contains 15234 members 
Mstep: Class 15 contains 3978 members 
Mstep: Class 16 contains 1329 members 
Mstep: Class 17 contains 4215 members 
Mstep: Class 18 contains 13248 members 
Mstep: Class 19 contains 12535 members 
Mstep: Class 20 contains 21914 members 
Mstep: Class 21 contains 24002 members 
Mstep: Class 22 contains 26512 members 
Mstep: Class 23 contains 50742 members 
Mstep: Class 24 contains 38518 members 
Mstep: Class 25 contains 7740 members 
Mstep: Class 26 contains 35505 members 
Mstep: Class 27 contains 17598 members 
Mstep: Class 28 contains 3366 members 
Mstep: Class 29 contains 4846 members 
Mstep: Class 30 contains 91152 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14143 members 
Mstep: Class 33 contains 8732 members 
Mstep: Class 34 contains 22179 members 
Mstep: Class 35 contains 25438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64703920.000000 Penalty: 116155.500000
Iteration 54Q: 36 clusters Score -6.470392e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 2411 members 
Mstep: Class 3 contains 16669 members 
Mstep: Class 4 contains 13161 members 
Mstep: Class 5 contains 17096 members 
Mstep: Class 6 contains 26327 members 
Mstep: Class 7 contains 52188 members 
Mstep: Class 8 contains 11694 members 
Mstep: Class 9 contains 9272 members 
Mstep: Class 10 contains 31217 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 9073 members 
Mstep: Class 14 contains 15162 members 
Mstep: Class 15 contains 3960 members 
Mstep: Class 16 contains 1333 members 
Mstep: Class 17 contains 4238 members 
Mstep: Class 18 contains 13249 members 
Mstep: Class 19 contains 12538 members 
Mstep: Class 20 contains 21900 members 
Mstep: Class 21 contains 24177 members 
Mstep: Class 22 contains 26563 members 
Mstep: Class 23 contains 50624 members 
Mstep: Class 24 contains 38493 members 
Mstep: Class 25 contains 7711 members 
Mstep: Class 26 contains 35859 members 
Mstep: Class 27 contains 17652 members 
Mstep: Class 28 contains 3371 members 
Mstep: Class 29 contains 4889 members 
Mstep: Class 30 contains 91169 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14116 members 
Mstep: Class 33 contains 8709 members 
Mstep: Class 34 contains 22233 members 
Mstep: Class 35 contains 25419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64704504.000000 Penalty: 116155.500000
Iteration 55Q: 36 clusters Score -6.47045e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 2405 members 
Mstep: Class 3 contains 16650 members 
Mstep: Class 4 contains 12680 members 
Mstep: Class 5 contains 17083 members 
Mstep: Class 6 contains 26282 members 
Mstep: Class 7 contains 52148 members 
Mstep: Class 8 contains 11692 members 
Mstep: Class 9 contains 9271 members 
Mstep: Class 10 contains 31192 members 
Mstep: Class 11 contains 2429 members 
Mstep: Class 12 contains 2067 members 
Mstep: Class 13 contains 9074 members 
Mstep: Class 14 contains 15112 members 
Mstep: Class 15 contains 3947 members 
Mstep: Class 16 contains 1338 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 13263 members 
Mstep: Class 19 contains 12554 members 
Mstep: Class 20 contains 21885 members 
Mstep: Class 21 contains 24331 members 
Mstep: Class 22 contains 26641 members 
Mstep: Class 23 contains 50513 members 
Mstep: Class 24 contains 38437 members 
Mstep: Class 25 contains 7689 members 
Mstep: Class 26 contains 36190 members 
Mstep: Class 27 contains 17702 members 
Mstep: Class 28 contains 3383 members 
Mstep: Class 29 contains 4926 members 
Mstep: Class 30 contains 91186 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14100 members 
Mstep: Class 33 contains 8692 members 
Mstep: Class 34 contains 22270 members 
Mstep: Class 35 contains 25401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64705084.000000 Penalty: 116155.500000
Iteration 56Q: 36 clusters Score -6.470508e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 2402 members 
Mstep: Class 3 contains 16654 members 
Mstep: Class 4 contains 12264 members 
Mstep: Class 5 contains 17068 members 
Mstep: Class 6 contains 26249 members 
Mstep: Class 7 contains 52107 members 
Mstep: Class 8 contains 11695 members 
Mstep: Class 9 contains 9266 members 
Mstep: Class 10 contains 31141 members 
Mstep: Class 11 contains 2441 members 
Mstep: Class 12 contains 2046 members 
Mstep: Class 13 contains 9075 members 
Mstep: Class 14 contains 15063 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 1341 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 13280 members 
Mstep: Class 19 contains 12560 members 
Mstep: Class 20 contains 21857 members 
Mstep: Class 21 contains 24481 members 
Mstep: Class 22 contains 26719 members 
Mstep: Class 23 contains 50411 members 
Mstep: Class 24 contains 38374 members 
Mstep: Class 25 contains 7661 members 
Mstep: Class 26 contains 36532 members 
Mstep: Class 27 contains 17732 members 
Mstep: Class 28 contains 3385 members 
Mstep: Class 29 contains 4948 members 
Mstep: Class 30 contains 91203 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14085 members 
Mstep: Class 33 contains 8675 members 
Mstep: Class 34 contains 22292 members 
Mstep: Class 35 contains 25388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64705376.000000 Penalty: 116155.500000
Iteration 57Q: 36 clusters Score -6.470538e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 16650 members 
Mstep: Class 4 contains 11888 members 
Mstep: Class 5 contains 17037 members 
Mstep: Class 6 contains 26209 members 
Mstep: Class 7 contains 52063 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 9266 members 
Mstep: Class 10 contains 31091 members 
Mstep: Class 11 contains 2447 members 
Mstep: Class 12 contains 2036 members 
Mstep: Class 13 contains 9077 members 
Mstep: Class 14 contains 15020 members 
Mstep: Class 15 contains 3921 members 
Mstep: Class 16 contains 1342 members 
Mstep: Class 17 contains 4293 members 
Mstep: Class 18 contains 13300 members 
Mstep: Class 19 contains 12563 members 
Mstep: Class 20 contains 21832 members 
Mstep: Class 21 contains 24607 members 
Mstep: Class 22 contains 26786 members 
Mstep: Class 23 contains 50303 members 
Mstep: Class 24 contains 38340 members 
Mstep: Class 25 contains 7632 members 
Mstep: Class 26 contains 36846 members 
Mstep: Class 27 contains 17757 members 
Mstep: Class 28 contains 3387 members 
Mstep: Class 29 contains 4981 members 
Mstep: Class 30 contains 91214 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14069 members 
Mstep: Class 33 contains 8656 members 
Mstep: Class 34 contains 22344 members 
Mstep: Class 35 contains 25371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64705480.000000 Penalty: 116155.500000
Iteration 58Q: 36 clusters Score -6.470548e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 16636 members 
Mstep: Class 4 contains 11551 members 
Mstep: Class 5 contains 17015 members 
Mstep: Class 6 contains 26174 members 
Mstep: Class 7 contains 52015 members 
Mstep: Class 8 contains 11698 members 
Mstep: Class 9 contains 9270 members 
Mstep: Class 10 contains 31047 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 2028 members 
Mstep: Class 13 contains 9078 members 
Mstep: Class 14 contains 15008 members 
Mstep: Class 15 contains 3911 members 
Mstep: Class 16 contains 1342 members 
Mstep: Class 17 contains 4311 members 
Mstep: Class 18 contains 13308 members 
Mstep: Class 19 contains 12563 members 
Mstep: Class 20 contains 21799 members 
Mstep: Class 21 contains 24733 members 
Mstep: Class 22 contains 26843 members 
Mstep: Class 23 contains 50185 members 
Mstep: Class 24 contains 38301 members 
Mstep: Class 25 contains 7603 members 
Mstep: Class 26 contains 37143 members 
Mstep: Class 27 contains 17772 members 
Mstep: Class 28 contains 3383 members 
Mstep: Class 29 contains 5006 members 
Mstep: Class 30 contains 91222 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14065 members 
Mstep: Class 33 contains 8646 members 
Mstep: Class 34 contains 22384 members 
Mstep: Class 35 contains 25352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64705768.000000 Penalty: 116155.500000
Iteration 59Q: 36 clusters Score -6.470577e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 16618 members 
Mstep: Class 4 contains 11238 members 
Mstep: Class 5 contains 16997 members 
Mstep: Class 6 contains 26150 members 
Mstep: Class 7 contains 51966 members 
Mstep: Class 8 contains 11702 members 
Mstep: Class 9 contains 9265 members 
Mstep: Class 10 contains 31004 members 
Mstep: Class 11 contains 2459 members 
Mstep: Class 12 contains 2022 members 
Mstep: Class 13 contains 9080 members 
Mstep: Class 14 contains 14994 members 
Mstep: Class 15 contains 3905 members 
Mstep: Class 16 contains 1342 members 
Mstep: Class 17 contains 4321 members 
Mstep: Class 18 contains 13309 members 
Mstep: Class 19 contains 12569 members 
Mstep: Class 20 contains 21751 members 
Mstep: Class 21 contains 24844 members 
Mstep: Class 22 contains 26896 members 
Mstep: Class 23 contains 50099 members 
Mstep: Class 24 contains 38244 members 
Mstep: Class 25 contains 7568 members 
Mstep: Class 26 contains 37454 members 
Mstep: Class 27 contains 17771 members 
Mstep: Class 28 contains 3379 members 
Mstep: Class 29 contains 5026 members 
Mstep: Class 30 contains 91231 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14057 members 
Mstep: Class 33 contains 8646 members 
Mstep: Class 34 contains 22445 members 
Mstep: Class 35 contains 25328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64706228.000000 Penalty: 116155.500000
Iteration 60F: 36 clusters Score -6.470623e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 16598 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 16976 members 
Mstep: Class 6 contains 26126 members 
Mstep: Class 7 contains 51893 members 
Mstep: Class 8 contains 11708 members 
Mstep: Class 9 contains 9251 members 
Mstep: Class 10 contains 30980 members 
Mstep: Class 11 contains 2475 members 
Mstep: Class 12 contains 2033 members 
Mstep: Class 13 contains 9081 members 
Mstep: Class 14 contains 14930 members 
Mstep: Class 15 contains 3892 members 
Mstep: Class 16 contains 1345 members 
Mstep: Class 17 contains 4366 members 
Mstep: Class 18 contains 13308 members 
Mstep: Class 19 contains 12586 members 
Mstep: Class 20 contains 21709 members 
Mstep: Class 21 contains 24919 members 
Mstep: Class 22 contains 26960 members 
Mstep: Class 23 contains 50030 members 
Mstep: Class 24 contains 38174 members 
Mstep: Class 25 contains 7527 members 
Mstep: Class 26 contains 37750 members 
Mstep: Class 27 contains 17769 members 
Mstep: Class 28 contains 3384 members 
Mstep: Class 29 contains 5073 members 
Mstep: Class 30 contains 91226 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14048 members 
Mstep: Class 33 contains 8643 members 
Mstep: Class 34 contains 22506 members 
Mstep: Class 35 contains 25311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64706768.000000 Penalty: 116155.500000
Iteration 61Q: 36 clusters Score -6.470677e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 16589 members 
Mstep: Class 4 contains 10680 members 
Mstep: Class 5 contains 16954 members 
Mstep: Class 6 contains 26105 members 
Mstep: Class 7 contains 51828 members 
Mstep: Class 8 contains 11708 members 
Mstep: Class 9 contains 9248 members 
Mstep: Class 10 contains 30927 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 2000 members 
Mstep: Class 13 contains 9087 members 
Mstep: Class 14 contains 14871 members 
Mstep: Class 15 contains 3883 members 
Mstep: Class 16 contains 1346 members 
Mstep: Class 17 contains 4398 members 
Mstep: Class 18 contains 13305 members 
Mstep: Class 19 contains 12607 members 
Mstep: Class 20 contains 21660 members 
Mstep: Class 21 contains 24996 members 
Mstep: Class 22 contains 27038 members 
Mstep: Class 23 contains 49967 members 
Mstep: Class 24 contains 38120 members 
Mstep: Class 25 contains 7498 members 
Mstep: Class 26 contains 38008 members 
Mstep: Class 27 contains 17772 members 
Mstep: Class 28 contains 3391 members 
Mstep: Class 29 contains 5105 members 
Mstep: Class 30 contains 91253 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14044 members 
Mstep: Class 33 contains 8640 members 
Mstep: Class 34 contains 22558 members 
Mstep: Class 35 contains 25302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64706900.000000 Penalty: 116155.500000
Iteration 62Q: 36 clusters Score -6.47069e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 16572 members 
Mstep: Class 4 contains 10426 members 
Mstep: Class 5 contains 16931 members 
Mstep: Class 6 contains 26086 members 
Mstep: Class 7 contains 51771 members 
Mstep: Class 8 contains 11706 members 
Mstep: Class 9 contains 9243 members 
Mstep: Class 10 contains 30879 members 
Mstep: Class 11 contains 2496 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 13 contains 9103 members 
Mstep: Class 14 contains 14824 members 
Mstep: Class 15 contains 3863 members 
Mstep: Class 16 contains 1346 members 
Mstep: Class 17 contains 4424 members 
Mstep: Class 18 contains 13299 members 
Mstep: Class 19 contains 12618 members 
Mstep: Class 20 contains 21613 members 
Mstep: Class 21 contains 25070 members 
Mstep: Class 22 contains 27120 members 
Mstep: Class 23 contains 49929 members 
Mstep: Class 24 contains 38043 members 
Mstep: Class 25 contains 7467 members 
Mstep: Class 26 contains 38251 members 
Mstep: Class 27 contains 17768 members 
Mstep: Class 28 contains 3395 members 
Mstep: Class 29 contains 5161 members 
Mstep: Class 30 contains 91266 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14044 members 
Mstep: Class 33 contains 8642 members 
Mstep: Class 34 contains 22594 members 
Mstep: Class 35 contains 25295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64707236.000000 Penalty: 116155.500000
Iteration 63Q: 36 clusters Score -6.470724e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 16560 members 
Mstep: Class 4 contains 10185 members 
Mstep: Class 5 contains 16914 members 
Mstep: Class 6 contains 26063 members 
Mstep: Class 7 contains 51707 members 
Mstep: Class 8 contains 11702 members 
Mstep: Class 9 contains 9240 members 
Mstep: Class 10 contains 30840 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 9116 members 
Mstep: Class 14 contains 14800 members 
Mstep: Class 15 contains 3852 members 
Mstep: Class 16 contains 1346 members 
Mstep: Class 17 contains 4451 members 
Mstep: Class 18 contains 13292 members 
Mstep: Class 19 contains 12610 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 25123 members 
Mstep: Class 22 contains 27211 members 
Mstep: Class 23 contains 49880 members 
Mstep: Class 24 contains 37974 members 
Mstep: Class 25 contains 7438 members 
Mstep: Class 26 contains 38504 members 
Mstep: Class 27 contains 17750 members 
Mstep: Class 28 contains 3395 members 
Mstep: Class 29 contains 5213 members 
Mstep: Class 30 contains 91287 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14038 members 
Mstep: Class 33 contains 8645 members 
Mstep: Class 34 contains 22623 members 
Mstep: Class 35 contains 25295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64707432.000000 Penalty: 116155.500000
Iteration 64Q: 36 clusters Score -6.470743e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 16563 members 
Mstep: Class 4 contains 9963 members 
Mstep: Class 5 contains 16891 members 
Mstep: Class 6 contains 26032 members 
Mstep: Class 7 contains 51638 members 
Mstep: Class 8 contains 11694 members 
Mstep: Class 9 contains 9235 members 
Mstep: Class 10 contains 30812 members 
Mstep: Class 11 contains 2506 members 
Mstep: Class 12 contains 1920 members 
Mstep: Class 13 contains 9130 members 
Mstep: Class 14 contains 14772 members 
Mstep: Class 15 contains 3838 members 
Mstep: Class 16 contains 1346 members 
Mstep: Class 17 contains 4479 members 
Mstep: Class 18 contains 13284 members 
Mstep: Class 19 contains 12615 members 
Mstep: Class 20 contains 21510 members 
Mstep: Class 21 contains 25169 members 
Mstep: Class 22 contains 27300 members 
Mstep: Class 23 contains 49851 members 
Mstep: Class 24 contains 37914 members 
Mstep: Class 25 contains 7403 members 
Mstep: Class 26 contains 38727 members 
Mstep: Class 27 contains 17746 members 
Mstep: Class 28 contains 3392 members 
Mstep: Class 29 contains 5254 members 
Mstep: Class 30 contains 91302 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14034 members 
Mstep: Class 33 contains 8646 members 
Mstep: Class 34 contains 22657 members 
Mstep: Class 35 contains 25289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64707300.000000 Penalty: 116155.500000
Iteration 65Q: 36 clusters Score -6.47073e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 16561 members 
Mstep: Class 4 contains 9727 members 
Mstep: Class 5 contains 16874 members 
Mstep: Class 6 contains 26008 members 
Mstep: Class 7 contains 51580 members 
Mstep: Class 8 contains 11696 members 
Mstep: Class 9 contains 9238 members 
Mstep: Class 10 contains 30794 members 
Mstep: Class 11 contains 2510 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 9136 members 
Mstep: Class 14 contains 14737 members 
Mstep: Class 15 contains 3829 members 
Mstep: Class 16 contains 1346 members 
Mstep: Class 17 contains 4494 members 
Mstep: Class 18 contains 13278 members 
Mstep: Class 19 contains 12614 members 
Mstep: Class 20 contains 21443 members 
Mstep: Class 21 contains 25225 members 
Mstep: Class 22 contains 27390 members 
Mstep: Class 23 contains 49823 members 
Mstep: Class 24 contains 37844 members 
Mstep: Class 25 contains 7372 members 
Mstep: Class 26 contains 38976 members 
Mstep: Class 27 contains 17737 members 
Mstep: Class 28 contains 3395 members 
Mstep: Class 29 contains 5288 members 
Mstep: Class 30 contains 91313 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14028 members 
Mstep: Class 33 contains 8645 members 
Mstep: Class 34 contains 22685 members 
Mstep: Class 35 contains 25297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64707452.000000 Penalty: 116155.500000
Iteration 66Q: 36 clusters Score -6.470745e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 16564 members 
Mstep: Class 4 contains 9542 members 
Mstep: Class 5 contains 16861 members 
Mstep: Class 6 contains 25994 members 
Mstep: Class 7 contains 51505 members 
Mstep: Class 8 contains 11690 members 
Mstep: Class 9 contains 9241 members 
Mstep: Class 10 contains 30784 members 
Mstep: Class 11 contains 2515 members 
Mstep: Class 12 contains 1898 members 
Mstep: Class 13 contains 9147 members 
Mstep: Class 14 contains 14720 members 
Mstep: Class 15 contains 3820 members 
Mstep: Class 16 contains 1346 members 
Mstep: Class 17 contains 4508 members 
Mstep: Class 18 contains 13273 members 
Mstep: Class 19 contains 12610 members 
Mstep: Class 20 contains 21398 members 
Mstep: Class 21 contains 25282 members 
Mstep: Class 22 contains 27485 members 
Mstep: Class 23 contains 49787 members 
Mstep: Class 24 contains 37772 members 
Mstep: Class 25 contains 7344 members 
Mstep: Class 26 contains 39187 members 
Mstep: Class 27 contains 17718 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 5331 members 
Mstep: Class 30 contains 91311 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14031 members 
Mstep: Class 33 contains 8642 members 
Mstep: Class 34 contains 22674 members 
Mstep: Class 35 contains 25297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64707436.000000 Penalty: 116155.500000
Iteration 67Q: 36 clusters Score -6.470744e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 16560 members 
Mstep: Class 4 contains 9339 members 
Mstep: Class 5 contains 16842 members 
Mstep: Class 6 contains 25981 members 
Mstep: Class 7 contains 51430 members 
Mstep: Class 8 contains 11695 members 
Mstep: Class 9 contains 9238 members 
Mstep: Class 10 contains 30771 members 
Mstep: Class 11 contains 2519 members 
Mstep: Class 12 contains 1894 members 
Mstep: Class 13 contains 9155 members 
Mstep: Class 14 contains 14697 members 
Mstep: Class 15 contains 3812 members 
Mstep: Class 16 contains 1346 members 
Mstep: Class 17 contains 4526 members 
Mstep: Class 18 contains 13269 members 
Mstep: Class 19 contains 12610 members 
Mstep: Class 20 contains 21362 members 
Mstep: Class 21 contains 25335 members 
Mstep: Class 22 contains 27585 members 
Mstep: Class 23 contains 49742 members 
Mstep: Class 24 contains 37730 members 
Mstep: Class 25 contains 7319 members 
Mstep: Class 26 contains 39415 members 
Mstep: Class 27 contains 17698 members 
Mstep: Class 28 contains 3398 members 
Mstep: Class 29 contains 5358 members 
Mstep: Class 30 contains 91308 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14027 members 
Mstep: Class 33 contains 8639 members 
Mstep: Class 34 contains 22676 members 
Mstep: Class 35 contains 25302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64707332.000000 Penalty: 116155.500000
Iteration 68Q: 36 clusters Score -6.470733e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 16565 members 
Mstep: Class 4 contains 9159 members 
Mstep: Class 5 contains 16808 members 
Mstep: Class 6 contains 25970 members 
Mstep: Class 7 contains 51358 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 9236 members 
Mstep: Class 10 contains 30756 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 1891 members 
Mstep: Class 13 contains 9160 members 
Mstep: Class 14 contains 14692 members 
Mstep: Class 15 contains 3808 members 
Mstep: Class 16 contains 1346 members 
Mstep: Class 17 contains 4530 members 
Mstep: Class 18 contains 13263 members 
Mstep: Class 19 contains 12602 members 
Mstep: Class 20 contains 21324 members 
Mstep: Class 21 contains 25387 members 
Mstep: Class 22 contains 27682 members 
Mstep: Class 23 contains 49695 members 
Mstep: Class 24 contains 37691 members 
Mstep: Class 25 contains 7300 members 
Mstep: Class 26 contains 39629 members 
Mstep: Class 27 contains 17682 members 
Mstep: Class 28 contains 3398 members 
Mstep: Class 29 contains 5384 members 
Mstep: Class 30 contains 91307 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14027 members 
Mstep: Class 33 contains 8633 members 
Mstep: Class 34 contains 22665 members 
Mstep: Class 35 contains 25312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64707516.000000 Penalty: 116155.500000
Iteration 69Q: 36 clusters Score -6.470752e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 16557 members 
Mstep: Class 4 contains 8993 members 
Mstep: Class 5 contains 16766 members 
Mstep: Class 6 contains 25957 members 
Mstep: Class 7 contains 51294 members 
Mstep: Class 8 contains 11692 members 
Mstep: Class 9 contains 9241 members 
Mstep: Class 10 contains 30743 members 
Mstep: Class 11 contains 2526 members 
Mstep: Class 12 contains 1887 members 
Mstep: Class 13 contains 9164 members 
Mstep: Class 14 contains 14702 members 
Mstep: Class 15 contains 3805 members 
Mstep: Class 16 contains 1346 members 
Mstep: Class 17 contains 4534 members 
Mstep: Class 18 contains 13261 members 
Mstep: Class 19 contains 12594 members 
Mstep: Class 20 contains 21294 members 
Mstep: Class 21 contains 25446 members 
Mstep: Class 22 contains 27792 members 
Mstep: Class 23 contains 49663 members 
Mstep: Class 24 contains 37637 members 
Mstep: Class 25 contains 7282 members 
Mstep: Class 26 contains 39797 members 
Mstep: Class 27 contains 17671 members 
Mstep: Class 28 contains 3394 members 
Mstep: Class 29 contains 5412 members 
Mstep: Class 30 contains 91308 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14019 members 
Mstep: Class 33 contains 8635 members 
Mstep: Class 34 contains 22650 members 
Mstep: Class 35 contains 25321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64707580.000000 Penalty: 116155.500000
Iteration 70Q: 36 clusters Score -6.470758e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 16556 members 
Mstep: Class 4 contains 8853 members 
Mstep: Class 5 contains 16735 members 
Mstep: Class 6 contains 25942 members 
Mstep: Class 7 contains 51228 members 
Mstep: Class 8 contains 11688 members 
Mstep: Class 9 contains 9245 members 
Mstep: Class 10 contains 30706 members 
Mstep: Class 11 contains 2526 members 
Mstep: Class 12 contains 1885 members 
Mstep: Class 13 contains 9167 members 
Mstep: Class 14 contains 14705 members 
Mstep: Class 15 contains 3801 members 
Mstep: Class 16 contains 1346 members 
Mstep: Class 17 contains 4535 members 
Mstep: Class 18 contains 13262 members 
Mstep: Class 19 contains 12598 members 
Mstep: Class 20 contains 21256 members 
Mstep: Class 21 contains 25500 members 
Mstep: Class 22 contains 27917 members 
Mstep: Class 23 contains 49629 members 
Mstep: Class 24 contains 37610 members 
Mstep: Class 25 contains 7265 members 
Mstep: Class 26 contains 39931 members 
Mstep: Class 27 contains 17651 members 
Mstep: Class 28 contains 3397 members 
Mstep: Class 29 contains 5443 members 
Mstep: Class 30 contains 91310 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14016 members 
Mstep: Class 33 contains 8633 members 
Mstep: Class 34 contains 22625 members 
Mstep: Class 35 contains 25326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64707492.000000 Penalty: 116155.500000
Iteration 71Q: 36 clusters Score -6.470749e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 16554 members 
Mstep: Class 4 contains 8732 members 
Mstep: Class 5 contains 16712 members 
Mstep: Class 6 contains 25938 members 
Mstep: Class 7 contains 51123 members 
Mstep: Class 8 contains 11689 members 
Mstep: Class 9 contains 9246 members 
Mstep: Class 10 contains 30672 members 
Mstep: Class 11 contains 2527 members 
Mstep: Class 12 contains 1885 members 
Mstep: Class 13 contains 9168 members 
Mstep: Class 14 contains 14705 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 1346 members 
Mstep: Class 17 contains 4534 members 
Mstep: Class 18 contains 13256 members 
Mstep: Class 19 contains 12599 members 
Mstep: Class 20 contains 21215 members 
Mstep: Class 21 contains 25567 members 
Mstep: Class 22 contains 28061 members 
Mstep: Class 23 contains 49604 members 
Mstep: Class 24 contains 37567 members 
Mstep: Class 25 contains 7240 members 
Mstep: Class 26 contains 40059 members 
Mstep: Class 27 contains 17622 members 
Mstep: Class 28 contains 3397 members 
Mstep: Class 29 contains 5467 members 
Mstep: Class 30 contains 91314 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14016 members 
Mstep: Class 33 contains 8625 members 
Mstep: Class 34 contains 22620 members 
Mstep: Class 35 contains 25340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64707464.000000 Penalty: 116155.500000
Iteration 72Q: 36 clusters Score -6.470746e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 16561 members 
Mstep: Class 4 contains 8621 members 
Mstep: Class 5 contains 16681 members 
Mstep: Class 6 contains 25925 members 
Mstep: Class 7 contains 51007 members 
Mstep: Class 8 contains 11688 members 
Mstep: Class 9 contains 9248 members 
Mstep: Class 10 contains 30652 members 
Mstep: Class 11 contains 2532 members 
Mstep: Class 12 contains 1885 members 
Mstep: Class 13 contains 9168 members 
Mstep: Class 14 contains 14706 members 
Mstep: Class 15 contains 3792 members 
Mstep: Class 16 contains 1346 members 
Mstep: Class 17 contains 4534 members 
Mstep: Class 18 contains 13248 members 
Mstep: Class 19 contains 12589 members 
Mstep: Class 20 contains 21171 members 
Mstep: Class 21 contains 25615 members 
Mstep: Class 22 contains 28212 members 
Mstep: Class 23 contains 49577 members 
Mstep: Class 24 contains 37506 members 
Mstep: Class 25 contains 7219 members 
Mstep: Class 26 contains 40186 members 
Mstep: Class 27 contains 17600 members 
Mstep: Class 28 contains 3400 members 
Mstep: Class 29 contains 5498 members 
Mstep: Class 30 contains 91319 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14015 members 
Mstep: Class 33 contains 8621 members 
Mstep: Class 34 contains 22631 members 
Mstep: Class 35 contains 25361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64707648.000000 Penalty: 116155.500000
Iteration 73Q: 36 clusters Score -6.470765e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 16565 members 
Mstep: Class 4 contains 8510 members 
Mstep: Class 5 contains 16653 members 
Mstep: Class 6 contains 25917 members 
Mstep: Class 7 contains 50880 members 
Mstep: Class 8 contains 11688 members 
Mstep: Class 9 contains 9257 members 
Mstep: Class 10 contains 30646 members 
Mstep: Class 11 contains 2532 members 
Mstep: Class 12 contains 1885 members 
Mstep: Class 13 contains 9168 members 
Mstep: Class 14 contains 14715 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 16 contains 1346 members 
Mstep: Class 17 contains 4535 members 
Mstep: Class 18 contains 13240 members 
Mstep: Class 19 contains 12572 members 
Mstep: Class 20 contains 21114 members 
Mstep: Class 21 contains 25674 members 
Mstep: Class 22 contains 28374 members 
Mstep: Class 23 contains 49561 members 
Mstep: Class 24 contains 37472 members 
Mstep: Class 25 contains 7188 members 
Mstep: Class 26 contains 40296 members 
Mstep: Class 27 contains 17577 members 
Mstep: Class 28 contains 3402 members 
Mstep: Class 29 contains 5520 members 
Mstep: Class 30 contains 91322 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14015 members 
Mstep: Class 33 contains 8620 members 
Mstep: Class 34 contains 22622 members 
Mstep: Class 35 contains 25382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64707656.000000 Penalty: 116155.500000
Iteration 74Q: 36 clusters Score -6.470766e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 16559 members 
Mstep: Class 4 contains 8392 members 
Mstep: Class 5 contains 16641 members 
Mstep: Class 6 contains 25910 members 
Mstep: Class 7 contains 50730 members 
Mstep: Class 8 contains 11689 members 
Mstep: Class 9 contains 9259 members 
Mstep: Class 10 contains 30648 members 
Mstep: Class 11 contains 2538 members 
Mstep: Class 12 contains 1885 members 
Mstep: Class 13 contains 9168 members 
Mstep: Class 14 contains 14718 members 
Mstep: Class 15 contains 3784 members 
Mstep: Class 16 contains 1346 members 
Mstep: Class 17 contains 4534 members 
Mstep: Class 18 contains 13239 members 
Mstep: Class 19 contains 12555 members 
Mstep: Class 20 contains 21073 members 
Mstep: Class 21 contains 25730 members 
Mstep: Class 22 contains 28574 members 
Mstep: Class 23 contains 49538 members 
Mstep: Class 24 contains 37452 members 
Mstep: Class 25 contains 7156 members 
Mstep: Class 26 contains 40392 members 
Mstep: Class 27 contains 17544 members 
Mstep: Class 28 contains 3404 members 
Mstep: Class 29 contains 5544 members 
Mstep: Class 30 contains 91321 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14014 members 
Mstep: Class 33 contains 8615 members 
Mstep: Class 34 contains 22619 members 
Mstep: Class 35 contains 25405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64707732.000000 Penalty: 116155.500000
Iteration 75Q: 36 clusters Score -6.470773e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 16564 members 
Mstep: Class 4 contains 8279 members 
Mstep: Class 5 contains 16628 members 
Mstep: Class 6 contains 25897 members 
Mstep: Class 7 contains 50582 members 
Mstep: Class 8 contains 11687 members 
Mstep: Class 9 contains 9265 members 
Mstep: Class 10 contains 30637 members 
Mstep: Class 11 contains 2545 members 
Mstep: Class 12 contains 1885 members 
Mstep: Class 13 contains 9168 members 
Mstep: Class 14 contains 14722 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 16 contains 1346 members 
Mstep: Class 17 contains 4539 members 
Mstep: Class 18 contains 13242 members 
Mstep: Class 19 contains 12550 members 
Mstep: Class 20 contains 21040 members 
Mstep: Class 21 contains 25767 members 
Mstep: Class 22 contains 28763 members 
Mstep: Class 23 contains 49523 members 
Mstep: Class 24 contains 37423 members 
Mstep: Class 25 contains 7128 members 
Mstep: Class 26 contains 40486 members 
Mstep: Class 27 contains 17521 members 
Mstep: Class 28 contains 3409 members 
Mstep: Class 29 contains 5561 members 
Mstep: Class 30 contains 91320 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14015 members 
Mstep: Class 33 contains 8612 members 
Mstep: Class 34 contains 22619 members 
Mstep: Class 35 contains 25420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64707752.000000 Penalty: 116155.500000
Iteration 76Q: 36 clusters Score -6.470775e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 16564 members 
Mstep: Class 4 contains 8172 members 
Mstep: Class 5 contains 16611 members 
Mstep: Class 6 contains 25883 members 
Mstep: Class 7 contains 50437 members 
Mstep: Class 8 contains 11685 members 
Mstep: Class 9 contains 9263 members 
Mstep: Class 10 contains 30633 members 
Mstep: Class 11 contains 2546 members 
Mstep: Class 12 contains 1885 members 
Mstep: Class 13 contains 9168 members 
Mstep: Class 14 contains 14722 members 
Mstep: Class 15 contains 3779 members 
Mstep: Class 16 contains 1346 members 
Mstep: Class 17 contains 4542 members 
Mstep: Class 18 contains 13240 members 
Mstep: Class 19 contains 12541 members 
Mstep: Class 20 contains 21004 members 
Mstep: Class 21 contains 25806 members 
Mstep: Class 22 contains 28964 members 
Mstep: Class 23 contains 49500 members 
Mstep: Class 24 contains 37389 members 
Mstep: Class 25 contains 7106 members 
Mstep: Class 26 contains 40592 members 
Mstep: Class 27 contains 17488 members 
Mstep: Class 28 contains 3411 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 91322 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14016 members 
Mstep: Class 33 contains 8611 members 
Mstep: Class 34 contains 22629 members 
Mstep: Class 35 contains 25436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64707732.000000 Penalty: 116155.500000
Iteration 77Q: 36 clusters Score -6.470773e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 16563 members 
Mstep: Class 4 contains 8076 members 
Mstep: Class 5 contains 16587 members 
Mstep: Class 6 contains 25876 members 
Mstep: Class 7 contains 50324 members 
Mstep: Class 8 contains 11681 members 
Mstep: Class 9 contains 9260 members 
Mstep: Class 10 contains 30628 members 
Mstep: Class 11 contains 2546 members 
Mstep: Class 12 contains 1885 members 
Mstep: Class 13 contains 9168 members 
Mstep: Class 14 contains 14722 members 
Mstep: Class 15 contains 3776 members 
Mstep: Class 16 contains 1346 members 
Mstep: Class 17 contains 4544 members 
Mstep: Class 18 contains 13235 members 
Mstep: Class 19 contains 12535 members 
Mstep: Class 20 contains 20979 members 
Mstep: Class 21 contains 25840 members 
Mstep: Class 22 contains 29123 members 
Mstep: Class 23 contains 49485 members 
Mstep: Class 24 contains 37369 members 
Mstep: Class 25 contains 7079 members 
Mstep: Class 26 contains 40678 members 
Mstep: Class 27 contains 17461 members 
Mstep: Class 28 contains 3412 members 
Mstep: Class 29 contains 5598 members 
Mstep: Class 30 contains 91325 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14015 members 
Mstep: Class 33 contains 8610 members 
Mstep: Class 34 contains 22644 members 
Mstep: Class 35 contains 25449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64707832.000000 Penalty: 116155.500000
Iteration 78Q: 36 clusters Score -6.470783e+07 nChanged 767
Entering ConstructFrom: 
Score: -64707832.000000 Penalty: 116155.500000
Entering ConstructFrom: 
Trying to split cluster 1 (13033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Entering Unmasked Estep 
Score: -1277953.625000 Penalty: 2349.859375
	Iteration 0F: 2 clusters Score -1277954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1268415.750000 Penalty: 4699.718750
	Iteration 0F: 3 clusters Score -1268416 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1271555.500000 Penalty: 4699.718750
	Iteration 1F: 3 clusters Score -1271556 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1272053.500000 Penalty: 4699.718750
	Iteration 2F: 3 clusters Score -1272054 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1272585.625000 Penalty: 4699.718750
	Iteration 3F: 3 clusters Score -1272586 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1273161.750000 Penalty: 4699.718750
	Iteration 4F: 3 clusters Score -1273162 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1273713.625000 Penalty: 4699.718750
	Iteration 5F: 3 clusters Score -1273714 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1274279.125000 Penalty: 4699.718750
	Iteration 6F: 3 clusters Score -1274279 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1274839.625000 Penalty: 4699.718750
	Iteration 7F: 3 clusters Score -1274840 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1275279.000000 Penalty: 4699.718750
	Iteration 8Q: 3 clusters Score -1275279 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1275613.000000 Penalty: 4699.718750
	Iteration 9Q: 3 clusters Score -1275613 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1275826.875000 Penalty: 4699.718750
	Iteration 10Q: 3 clusters Score -1275827 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1276002.875000 Penalty: 4699.718750
	Iteration 11Q: 3 clusters Score -1276003 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1276111.625000 Penalty: 4699.718750
	Iteration 12Q: 3 clusters Score -1276112 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1276188.000000 Penalty: 4699.718750
	Iteration 13Q: 3 clusters Score -1276188 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1276248.750000 Penalty: 4699.718750
	Iteration 14Q: 3 clusters Score -1276249 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1276295.125000 Penalty: 4699.718750
	Iteration 15Q: 3 clusters Score -1276295 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1276330.875000 Penalty: 4699.718750
	Iteration 16Q: 3 clusters Score -1276331 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1276351.000000 Penalty: 4699.718750
	Iteration 17Q: 3 clusters Score -1276351 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1276360.250000 Penalty: 4699.718750
	Iteration 18Q: 3 clusters Score -1276360 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1276370.125000 Penalty: 4699.718750
	Iteration 19Q: 3 clusters Score -1276370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1276382.250000 Penalty: 4699.718750
	Iteration 20F: 3 clusters Score -1276382 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1276388.125000 Penalty: 4699.718750
	Iteration 21Q: 3 clusters Score -1276388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1276397.375000 Penalty: 4699.718750
	Iteration 22Q: 3 clusters Score -1276397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1276404.500000 Penalty: 4699.718750
	Iteration 23Q: 3 clusters Score -1276404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1276407.375000 Penalty: 4699.718750
	Iteration 24Q: 3 clusters Score -1276407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1276412.875000 Penalty: 4699.718750
	Iteration 25Q: 3 clusters Score -1276413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1276417.500000 Penalty: 4699.718750
	Iteration 26Q: 3 clusters Score -1276418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1276424.125000 Penalty: 4699.718750
	Iteration 27Q: 3 clusters Score -1276424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1276429.125000 Penalty: 4699.718750
	Iteration 28Q: 3 clusters Score -1276429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1276437.000000 Penalty: 4699.718750
	Iteration 29Q: 3 clusters Score -1276437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1276441.375000 Penalty: 4699.718750
	Iteration 30Q: 3 clusters Score -1276441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1276441.125000 Penalty: 4699.718750
	Iteration 31Q: 3 clusters Score -1276441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1276446.250000 Penalty: 4699.718750
	Iteration 32Q: 3 clusters Score -1276446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1276449.625000 Penalty: 4699.718750
	Iteration 33Q: 3 clusters Score -1276450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1276456.250000 Penalty: 4699.718750
	Iteration 34Q: 3 clusters Score -1276456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1276464.000000 Penalty: 4699.718750
	Iteration 35Q: 3 clusters Score -1276464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1276468.750000 Penalty: 4699.718750
	Iteration 36Q: 3 clusters Score -1276469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1276467.750000 Penalty: 4699.718750
	Iteration 37Q: 3 clusters Score -1276468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1276475.625000 Penalty: 4699.718750
	Iteration 38Q: 3 clusters Score -1276476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1276480.625000 Penalty: 4699.718750
	Iteration 39Q: 3 clusters Score -1276481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1276483.625000 Penalty: 4699.718750
	Iteration 40F: 3 clusters Score -1276484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1276485.000000 Penalty: 4699.718750
	Iteration 41Q: 3 clusters Score -1276485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1276488.375000 Penalty: 4699.718750
	Iteration 42Q: 3 clusters Score -1276488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1276490.875000 Penalty: 4699.718750
	Iteration 43Q: 3 clusters Score -1276491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1276489.250000 Penalty: 4699.718750
	Iteration 44Q: 3 clusters Score -1276489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1276491.500000 Penalty: 4699.718750
	Iteration 45Q: 3 clusters Score -1276492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1276493.625000 Penalty: 4699.718750
	Iteration 46Q: 3 clusters Score -1276494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1276500.250000 Penalty: 4699.718750
	Iteration 47Q: 3 clusters Score -1276500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1276501.625000 Penalty: 4699.718750
	Iteration 48Q: 3 clusters Score -1276502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1276503.750000 Penalty: 4699.718750
	Iteration 49Q: 3 clusters Score -1276504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1276507.750000 Penalty: 4699.718750
	Iteration 50Q: 3 clusters Score -1276508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1276514.375000 Penalty: 4699.718750
	Iteration 51Q: 3 clusters Score -1276514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1276519.750000 Penalty: 4699.718750
	Iteration 52Q: 3 clusters Score -1276520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1276525.750000 Penalty: 4699.718750
	Iteration 53Q: 3 clusters Score -1276526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1276527.000000 Penalty: 4699.718750
	Iteration 54Q: 3 clusters Score -1276527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1276529.125000 Penalty: 4699.718750
	Iteration 55Q: 3 clusters Score -1276529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1276531.125000 Penalty: 4699.718750
	Iteration 56Q: 3 clusters Score -1276531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1276537.500000 Penalty: 4699.718750
	Iteration 57Q: 3 clusters Score -1276538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1276540.125000 Penalty: 4699.718750
	Iteration 58Q: 3 clusters Score -1276540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1276544.000000 Penalty: 4699.718750
	Iteration 59Q: 3 clusters Score -1276544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1276549.125000 Penalty: 4699.718750
	Iteration 60F: 3 clusters Score -1276549 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1276556.625000 Penalty: 4699.718750
	Iteration 61Q: 3 clusters Score -1276557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1276562.625000 Penalty: 4699.718750
	Iteration 62Q: 3 clusters Score -1276563 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1276571.375000 Penalty: 4699.718750
	Iteration 63Q: 3 clusters Score -1276571 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1276578.375000 Penalty: 4699.718750
	Iteration 64Q: 3 clusters Score -1276578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1276584.250000 Penalty: 4699.718750
	Iteration 65Q: 3 clusters Score -1276584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1276591.875000 Penalty: 4699.718750
	Iteration 66Q: 3 clusters Score -1276592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1276590.125000 Penalty: 4699.718750
	Iteration 67Q: 3 clusters Score -1276590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1276594.000000 Penalty: 4699.718750
	Iteration 68Q: 3 clusters Score -1276594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1276603.375000 Penalty: 4699.718750
	Iteration 69Q: 3 clusters Score -1276603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1276613.875000 Penalty: 4699.718750
	Iteration 70Q: 3 clusters Score -1276614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1276630.875000 Penalty: 4699.718750
	Iteration 71Q: 3 clusters Score -1276631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1276643.250000 Penalty: 4699.718750
	Iteration 72Q: 3 clusters Score -1276643 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1276656.500000 Penalty: 4699.718750
	Iteration 73Q: 3 clusters Score -1276656 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1276679.250000 Penalty: 4699.718750
	Iteration 74Q: 3 clusters Score -1276679 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1276703.375000 Penalty: 4699.718750
	Iteration 75Q: 3 clusters Score -1276703 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1276716.125000 Penalty: 4699.718750
	Iteration 76Q: 3 clusters Score -1276716 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1276741.750000 Penalty: 4699.718750
	Iteration 77Q: 3 clusters Score -1276742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1276755.875000 Penalty: 4699.718750
	Iteration 78Q: 3 clusters Score -1276756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1276766.500000 Penalty: 4699.718750
	Iteration 79Q: 3 clusters Score -1276766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1276776.000000 Penalty: 4699.718750
	Iteration 80F: 3 clusters Score -1276776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1276780.875000 Penalty: 4699.718750
	Iteration 81Q: 3 clusters Score -1276781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1276793.750000 Penalty: 4699.718750
	Iteration 82Q: 3 clusters Score -1276794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1276803.000000 Penalty: 4699.718750
	Iteration 83Q: 3 clusters Score -1276803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1276820.000000 Penalty: 4699.718750
	Iteration 84Q: 3 clusters Score -1276820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1276830.250000 Penalty: 4699.718750
	Iteration 85Q: 3 clusters Score -1276830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1276842.375000 Penalty: 4699.718750
	Iteration 86Q: 3 clusters Score -1276842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1276854.750000 Penalty: 4699.718750
	Iteration 87Q: 3 clusters Score -1276855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1276862.000000 Penalty: 4699.718750
	Iteration 88Q: 3 clusters Score -1276862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1276871.625000 Penalty: 4699.718750
	Iteration 89Q: 3 clusters Score -1276872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1276883.500000 Penalty: 4699.718750
	Iteration 90Q: 3 clusters Score -1276884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1276894.000000 Penalty: 4699.718750
	Iteration 91Q: 3 clusters Score -1276894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1276901.750000 Penalty: 4699.718750
	Iteration 92Q: 3 clusters Score -1276902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1276902.875000 Penalty: 4699.718750
	Iteration 93Q: 3 clusters Score -1276903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1276908.125000 Penalty: 4699.718750
	Iteration 94Q: 3 clusters Score -1276908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1276913.250000 Penalty: 4699.718750
	Iteration 95Q: 3 clusters Score -1276913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1276926.250000 Penalty: 4699.718750
	Iteration 96Q: 3 clusters Score -1276926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1276932.125000 Penalty: 4699.718750
	Iteration 97Q: 3 clusters Score -1276932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1276934.750000 Penalty: 4699.718750
	Iteration 98Q: 3 clusters Score -1276935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1276938.125000 Penalty: 4699.718750
	Iteration 99Q: 3 clusters Score -1276938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1276939.250000 Penalty: 4699.718750
	Iteration 100F: 3 clusters Score -1276939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1276942.500000 Penalty: 4699.718750
	Iteration 101Q: 3 clusters Score -1276942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1276943.250000 Penalty: 4699.718750
	Iteration 102Q: 3 clusters Score -1276943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1276947.375000 Penalty: 4699.718750
	Iteration 103Q: 3 clusters Score -1276947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1276950.625000 Penalty: 4699.718750
	Iteration 104Q: 3 clusters Score -1276951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1276954.625000 Penalty: 4699.718750
	Iteration 105Q: 3 clusters Score -1276955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1276959.125000 Penalty: 4699.718750
	Iteration 106Q: 3 clusters Score -1276959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1276961.375000 Penalty: 4699.718750
	Iteration 107Q: 3 clusters Score -1276961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1276962.125000 Penalty: 4699.718750
	Iteration 108Q: 3 clusters Score -1276962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1276963.500000 Penalty: 4699.718750
	Iteration 109Q: 3 clusters Score -1276964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1276964.875000 Penalty: 4699.718750
	Iteration 110Q: 3 clusters Score -1276965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1276963.625000 Penalty: 4699.718750
	Iteration 111Q: 3 clusters Score -1276964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1276963.875000 Penalty: 4699.718750
	Iteration 112Q: 3 clusters Score -1276964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1276963.875000 Penalty: 4699.718750
	Iteration 113F: 3 clusters Score -1276964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Entering Unmasked Estep 
Score: -207261.484375 Penalty: 1930.342773
	Iteration 0F: 2 clusters Score -207261.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -204486.921875 Penalty: 3860.685547
	Iteration 0F: 3 clusters Score -204486.9 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -206224.500000 Penalty: 3860.685547
	Iteration 1F: 3 clusters Score -206224.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -208249.203125 Penalty: 3860.685547
	Iteration 2F: 3 clusters Score -208249.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -209662.343750 Penalty: 3860.685547
	Iteration 3F: 3 clusters Score -209662.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -211051.750000 Penalty: 3860.685547
	Iteration 4F: 3 clusters Score -211051.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -211979.859375 Penalty: 3860.685547
	Iteration 5Q: 3 clusters Score -211979.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -212894.140625 Penalty: 3860.685547
	Iteration 6Q: 3 clusters Score -212894.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -213286.562500 Penalty: 3860.685547
	Iteration 7Q: 3 clusters Score -213286.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -213477.421875 Penalty: 3860.685547
	Iteration 8Q: 3 clusters Score -213477.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -213491.687500 Penalty: 3860.685547
	Iteration 9Q: 3 clusters Score -213491.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -213508.546875 Penalty: 3860.685547
	Iteration 10Q: 3 clusters Score -213508.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -213520.937500 Penalty: 3860.685547
	Iteration 11Q: 3 clusters Score -213520.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -213534.578125 Penalty: 3860.685547
	Iteration 12Q: 3 clusters Score -213534.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -213543.468750 Penalty: 3860.685547
	Iteration 13Q: 3 clusters Score -213543.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -213551.390625 Penalty: 3860.685547
	Iteration 14Q: 3 clusters Score -213551.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -213556.890625 Penalty: 3860.685547
	Iteration 15Q: 3 clusters Score -213556.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -213568.953125 Penalty: 3860.685547
	Iteration 16Q: 3 clusters Score -213569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -213579.562500 Penalty: 3860.685547
	Iteration 17Q: 3 clusters Score -213579.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -213580.515625 Penalty: 3860.685547
	Iteration 18Q: 3 clusters Score -213580.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -213601.281250 Penalty: 3860.685547
	Iteration 19F: 3 clusters Score -213601.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -213625.406250 Penalty: 3860.685547
	Iteration 20F: 3 clusters Score -213625.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -213631.296875 Penalty: 3860.685547
	Iteration 21Q: 3 clusters Score -213631.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -213638.281250 Penalty: 3860.685547
	Iteration 22Q: 3 clusters Score -213638.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -213643.296875 Penalty: 3860.685547
	Iteration 23Q: 3 clusters Score -213643.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -213645.328125 Penalty: 3860.685547
	Iteration 24Q: 3 clusters Score -213645.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -213646.250000 Penalty: 3860.685547
	Iteration 25Q: 3 clusters Score -213646.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -213648.921875 Penalty: 3860.685547
	Iteration 26Q: 3 clusters Score -213648.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -213648.921875 Penalty: 3860.685547
	Iteration 27F: 3 clusters Score -213648.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 16561 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 16566 members 
Mstep: Class 6 contains 25855 members 
Mstep: Class 7 contains 50206 members 
Mstep: Class 8 contains 11679 members 
Mstep: Class 9 contains 9259 members 
Mstep: Class 10 contains 30631 members 
Mstep: Class 11 contains 2547 members 
Mstep: Class 12 contains 1885 members 
Mstep: Class 13 contains 9169 members 
Mstep: Class 14 contains 14716 members 
Mstep: Class 15 contains 3776 members 
Mstep: Class 16 contains 1346 members 
Mstep: Class 17 contains 4548 members 
Mstep: Class 18 contains 13231 members 
Mstep: Class 19 contains 12534 members 
Mstep: Class 20 contains 20942 members 
Mstep: Class 21 contains 25862 members 
Mstep: Class 22 contains 29279 members 
Mstep: Class 23 contains 49461 members 
Mstep: Class 24 contains 37357 members 
Mstep: Class 25 contains 7055 members 
Mstep: Class 26 contains 40773 members 
Mstep: Class 27 contains 17438 members 
Mstep: Class 28 contains 3412 members 
Mstep: Class 29 contains 5619 members 
Mstep: Class 30 contains 91327 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14012 members 
Mstep: Class 33 contains 8606 members 
Mstep: Class 34 contains 22668 members 
Mstep: Class 35 contains 25466 members 
Mstep: Class 36 contains 1369 members 
Entering Unmasked Estep 
Score: -64712984.000000 Penalty: 119474.234375
Splitting cluster 2 changes total score from -64707832.000000 to -64712984.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 3 (16561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Entering Unmasked Estep 
Score: -1209856.125000 Penalty: 2409.271729
	Iteration 0F: 2 clusters Score -1209856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1197958.500000 Penalty: 4818.543457
	Iteration 0F: 3 clusters Score -1197958 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1202468.500000 Penalty: 4818.543457
	Iteration 1F: 3 clusters Score -1202468 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1203737.875000 Penalty: 4818.543457
	Iteration 2F: 3 clusters Score -1203738 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1205356.750000 Penalty: 4818.543457
	Iteration 3F: 3 clusters Score -1205357 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1206937.125000 Penalty: 4818.543457
	Iteration 4F: 3 clusters Score -1206937 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1208012.750000 Penalty: 4818.543457
	Iteration 5F: 3 clusters Score -1208013 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1208551.125000 Penalty: 4818.543457
	Iteration 6F: 3 clusters Score -1208551 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1208793.625000 Penalty: 4818.543457
	Iteration 7Q: 3 clusters Score -1208794 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1208931.500000 Penalty: 4818.543457
	Iteration 8Q: 3 clusters Score -1208932 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1209035.375000 Penalty: 4818.543457
	Iteration 9Q: 3 clusters Score -1209035 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1209117.875000 Penalty: 4818.543457
	Iteration 10Q: 3 clusters Score -1209118 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1209181.875000 Penalty: 4818.543457
	Iteration 11Q: 3 clusters Score -1209182 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1209237.500000 Penalty: 4818.543457
	Iteration 12Q: 3 clusters Score -1209238 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1209281.375000 Penalty: 4818.543457
	Iteration 13Q: 3 clusters Score -1209281 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1209318.750000 Penalty: 4818.543457
	Iteration 14Q: 3 clusters Score -1209319 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1209354.375000 Penalty: 4818.543457
	Iteration 15Q: 3 clusters Score -1209354 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1209391.375000 Penalty: 4818.543457
	Iteration 16Q: 3 clusters Score -1209391 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1209421.000000 Penalty: 4818.543457
	Iteration 17Q: 3 clusters Score -1209421 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1209457.375000 Penalty: 4818.543457
	Iteration 18Q: 3 clusters Score -1209457 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1209499.625000 Penalty: 4818.543457
	Iteration 19Q: 3 clusters Score -1209500 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1209537.625000 Penalty: 4818.543457
	Iteration 20F: 3 clusters Score -1209538 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1209576.250000 Penalty: 4818.543457
	Iteration 21Q: 3 clusters Score -1209576 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1209613.875000 Penalty: 4818.543457
	Iteration 22Q: 3 clusters Score -1209614 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1209651.375000 Penalty: 4818.543457
	Iteration 23Q: 3 clusters Score -1209651 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1209681.750000 Penalty: 4818.543457
	Iteration 24Q: 3 clusters Score -1209682 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1209718.750000 Penalty: 4818.543457
	Iteration 25Q: 3 clusters Score -1209719 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1209759.875000 Penalty: 4818.543457
	Iteration 26Q: 3 clusters Score -1209760 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1209796.750000 Penalty: 4818.543457
	Iteration 27Q: 3 clusters Score -1209797 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1209844.000000 Penalty: 4818.543457
	Iteration 28Q: 3 clusters Score -1209844 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1209873.625000 Penalty: 4818.543457
	Iteration 29Q: 3 clusters Score -1209874 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1209910.125000 Penalty: 4818.543457
	Iteration 30Q: 3 clusters Score -1209910 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1209943.750000 Penalty: 4818.543457
	Iteration 31Q: 3 clusters Score -1209944 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1209973.250000 Penalty: 4818.543457
	Iteration 32Q: 3 clusters Score -1209973 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1210006.250000 Penalty: 4818.543457
	Iteration 33Q: 3 clusters Score -1210006 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1210033.625000 Penalty: 4818.543457
	Iteration 34Q: 3 clusters Score -1210034 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1210047.875000 Penalty: 4818.543457
	Iteration 35Q: 3 clusters Score -1210048 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1210067.750000 Penalty: 4818.543457
	Iteration 36Q: 3 clusters Score -1210068 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1210096.875000 Penalty: 4818.543457
	Iteration 37Q: 3 clusters Score -1210097 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1210115.875000 Penalty: 4818.543457
	Iteration 38Q: 3 clusters Score -1210116 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1210133.000000 Penalty: 4818.543457
	Iteration 39Q: 3 clusters Score -1210133 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1210146.625000 Penalty: 4818.543457
	Iteration 40F: 3 clusters Score -1210147 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1210163.000000 Penalty: 4818.543457
	Iteration 41Q: 3 clusters Score -1210163 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1210168.500000 Penalty: 4818.543457
	Iteration 42Q: 3 clusters Score -1210168 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1210180.125000 Penalty: 4818.543457
	Iteration 43Q: 3 clusters Score -1210180 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1210188.125000 Penalty: 4818.543457
	Iteration 44Q: 3 clusters Score -1210188 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1210203.875000 Penalty: 4818.543457
	Iteration 45Q: 3 clusters Score -1210204 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1210213.125000 Penalty: 4818.543457
	Iteration 46Q: 3 clusters Score -1210213 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1210221.750000 Penalty: 4818.543457
	Iteration 47Q: 3 clusters Score -1210222 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1210233.875000 Penalty: 4818.543457
	Iteration 48Q: 3 clusters Score -1210234 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -1210246.250000 Penalty: 4818.543457
	Iteration 49Q: 3 clusters Score -1210246 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1210254.750000 Penalty: 4818.543457
	Iteration 50Q: 3 clusters Score -1210255 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1210260.875000 Penalty: 4818.543457
	Iteration 51Q: 3 clusters Score -1210261 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1210271.125000 Penalty: 4818.543457
	Iteration 52Q: 3 clusters Score -1210271 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1210282.375000 Penalty: 4818.543457
	Iteration 53Q: 3 clusters Score -1210282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1210285.750000 Penalty: 4818.543457
	Iteration 54Q: 3 clusters Score -1210286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1210290.375000 Penalty: 4818.543457
	Iteration 55Q: 3 clusters Score -1210290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1210299.125000 Penalty: 4818.543457
	Iteration 56Q: 3 clusters Score -1210299 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1210309.250000 Penalty: 4818.543457
	Iteration 57Q: 3 clusters Score -1210309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1210309.750000 Penalty: 4818.543457
	Iteration 58Q: 3 clusters Score -1210310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1210313.875000 Penalty: 4818.543457
	Iteration 59Q: 3 clusters Score -1210314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1210317.125000 Penalty: 4818.543457
	Iteration 60F: 3 clusters Score -1210317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1210318.625000 Penalty: 4818.543457
	Iteration 61Q: 3 clusters Score -1210319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1210318.625000 Penalty: 4818.543457
	Iteration 62Q: 3 clusters Score -1210319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1210323.000000 Penalty: 4818.543457
	Iteration 63Q: 3 clusters Score -1210323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1210326.125000 Penalty: 4818.543457
	Iteration 64Q: 3 clusters Score -1210326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1210328.750000 Penalty: 4818.543457
	Iteration 65Q: 3 clusters Score -1210329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1210328.750000 Penalty: 4818.543457
	Iteration 66Q: 3 clusters Score -1210329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1210330.875000 Penalty: 4818.543457
	Iteration 67Q: 3 clusters Score -1210331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1210330.500000 Penalty: 4818.543457
	Iteration 68Q: 3 clusters Score -1210330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1210330.250000 Penalty: 4818.543457
	Iteration 69Q: 3 clusters Score -1210330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1210331.500000 Penalty: 4818.543457
	Iteration 70Q: 3 clusters Score -1210332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1210331.500000 Penalty: 4818.543457
	Iteration 71Q: 3 clusters Score -1210332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1210334.250000 Penalty: 4818.543457
	Iteration 72Q: 3 clusters Score -1210334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1210334.500000 Penalty: 4818.543457
	Iteration 73Q: 3 clusters Score -1210334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1210332.875000 Penalty: 4818.543457
	Iteration 74Q: 3 clusters Score -1210333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1210332.875000 Penalty: 4818.543457
	Iteration 75F: 3 clusters Score -1210333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 2727 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 16566 members 
Mstep: Class 6 contains 25855 members 
Mstep: Class 7 contains 50206 members 
Mstep: Class 8 contains 11679 members 
Mstep: Class 9 contains 9259 members 
Mstep: Class 10 contains 30631 members 
Mstep: Class 11 contains 2547 members 
Mstep: Class 12 contains 1885 members 
Mstep: Class 13 contains 9169 members 
Mstep: Class 14 contains 14716 members 
Mstep: Class 15 contains 3776 members 
Mstep: Class 16 contains 1346 members 
Mstep: Class 17 contains 4548 members 
Mstep: Class 18 contains 13231 members 
Mstep: Class 19 contains 12534 members 
Mstep: Class 20 contains 20942 members 
Mstep: Class 21 contains 25862 members 
Mstep: Class 22 contains 29279 members 
Mstep: Class 23 contains 49461 members 
Mstep: Class 24 contains 37357 members 
Mstep: Class 25 contains 7055 members 
Mstep: Class 26 contains 40773 members 
Mstep: Class 27 contains 17438 members 
Mstep: Class 28 contains 3412 members 
Mstep: Class 29 contains 5619 members 
Mstep: Class 30 contains 91327 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14012 members 
Mstep: Class 33 contains 8606 members 
Mstep: Class 34 contains 22668 members 
Mstep: Class 35 contains 25466 members 
Mstep: Class 36 contains 1369 members 
Mstep: Class 37 contains 13834 members 
Entering Unmasked Estep 
Score: -64712616.000000 Penalty: 122792.960938
Splitting cluster 3 changes total score from -64707832.000000 to -64712616.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 4 (7979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Entering Unmasked Estep 
Score: -866989.125000 Penalty: 2228.173096
	Iteration 0F: 2 clusters Score -866989.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -860576.562500 Penalty: 4456.346191
	Iteration 0F: 3 clusters Score -860576.6 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -862400.375000 Penalty: 4456.346191
	Iteration 1F: 3 clusters Score -862400.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -862724.375000 Penalty: 4456.346191
	Iteration 2F: 3 clusters Score -862724.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -862985.375000 Penalty: 4456.346191
	Iteration 3F: 3 clusters Score -862985.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -863223.812500 Penalty: 4456.346191
	Iteration 4F: 3 clusters Score -863223.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -863492.500000 Penalty: 4456.346191
	Iteration 5Q: 3 clusters Score -863492.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -863798.687500 Penalty: 4456.346191
	Iteration 6Q: 3 clusters Score -863798.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -864102.250000 Penalty: 4456.346191
	Iteration 7Q: 3 clusters Score -864102.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -864373.500000 Penalty: 4456.346191
	Iteration 8Q: 3 clusters Score -864373.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -864656.625000 Penalty: 4456.346191
	Iteration 9Q: 3 clusters Score -864656.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -864876.312500 Penalty: 4456.346191
	Iteration 10Q: 3 clusters Score -864876.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -865057.875000 Penalty: 4456.346191
	Iteration 11Q: 3 clusters Score -865057.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -865206.562500 Penalty: 4456.346191
	Iteration 12Q: 3 clusters Score -865206.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -865316.687500 Penalty: 4456.346191
	Iteration 13Q: 3 clusters Score -865316.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -865396.187500 Penalty: 4456.346191
	Iteration 14Q: 3 clusters Score -865396.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -865450.062500 Penalty: 4456.346191
	Iteration 15Q: 3 clusters Score -865450.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -865508.937500 Penalty: 4456.346191
	Iteration 16Q: 3 clusters Score -865508.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -865565.000000 Penalty: 4456.346191
	Iteration 17Q: 3 clusters Score -865565 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -865620.062500 Penalty: 4456.346191
	Iteration 18Q: 3 clusters Score -865620.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -865667.312500 Penalty: 4456.346191
	Iteration 19Q: 3 clusters Score -865667.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -865712.625000 Penalty: 4456.346191
	Iteration 20F: 3 clusters Score -865712.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -865777.500000 Penalty: 4456.346191
	Iteration 21Q: 3 clusters Score -865777.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -865862.125000 Penalty: 4456.346191
	Iteration 22Q: 3 clusters Score -865862.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -865977.125000 Penalty: 4456.346191
	Iteration 23Q: 3 clusters Score -865977.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -866180.312500 Penalty: 4456.346191
	Iteration 24Q: 3 clusters Score -866180.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -866455.000000 Penalty: 4456.346191
	Iteration 25Q: 3 clusters Score -866455 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -866601.187500 Penalty: 4456.346191
	Iteration 26Q: 3 clusters Score -866601.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -866630.250000 Penalty: 4456.346191
	Iteration 27Q: 3 clusters Score -866630.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -866641.812500 Penalty: 4456.346191
	Iteration 28Q: 3 clusters Score -866641.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -866643.937500 Penalty: 4456.346191
	Iteration 29Q: 3 clusters Score -866643.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -866646.312500 Penalty: 4456.346191
	Iteration 30Q: 3 clusters Score -866646.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -866646.562500 Penalty: 4456.346191
	Iteration 31Q: 3 clusters Score -866646.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -866646.562500 Penalty: 4456.346191
	Iteration 32F: 3 clusters Score -866646.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Entering Unmasked Estep 
Score: -1621000.250000 Penalty: 2409.346680
	Iteration 0F: 2 clusters Score -1621000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1609154.375000 Penalty: 4818.693359
	Iteration 0F: 3 clusters Score -1609154 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1613086.000000 Penalty: 4818.693359
	Iteration 1F: 3 clusters Score -1613086 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1613627.375000 Penalty: 4818.693359
	Iteration 2F: 3 clusters Score -1613627 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1614179.375000 Penalty: 4818.693359
	Iteration 3F: 3 clusters Score -1614179 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1614729.000000 Penalty: 4818.693359
	Iteration 4F: 3 clusters Score -1614729 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1615297.500000 Penalty: 4818.693359
	Iteration 5F: 3 clusters Score -1615298 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1615804.375000 Penalty: 4818.693359
	Iteration 6F: 3 clusters Score -1615804 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1616206.625000 Penalty: 4818.693359
	Iteration 7Q: 3 clusters Score -1616207 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1616541.750000 Penalty: 4818.693359
	Iteration 8Q: 3 clusters Score -1616542 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1616851.000000 Penalty: 4818.693359
	Iteration 9Q: 3 clusters Score -1616851 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1617124.875000 Penalty: 4818.693359
	Iteration 10Q: 3 clusters Score -1617125 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1617353.500000 Penalty: 4818.693359
	Iteration 11Q: 3 clusters Score -1617354 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1617522.750000 Penalty: 4818.693359
	Iteration 12Q: 3 clusters Score -1617523 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1617671.500000 Penalty: 4818.693359
	Iteration 13Q: 3 clusters Score -1617672 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1617803.750000 Penalty: 4818.693359
	Iteration 14Q: 3 clusters Score -1617804 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1617933.500000 Penalty: 4818.693359
	Iteration 15Q: 3 clusters Score -1617934 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1618066.125000 Penalty: 4818.693359
	Iteration 16Q: 3 clusters Score -1618066 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1618227.375000 Penalty: 4818.693359
	Iteration 17Q: 3 clusters Score -1618227 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1618398.250000 Penalty: 4818.693359
	Iteration 18Q: 3 clusters Score -1618398 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1618619.125000 Penalty: 4818.693359
	Iteration 19Q: 3 clusters Score -1618619 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1618927.750000 Penalty: 4818.693359
	Iteration 20F: 3 clusters Score -1618928 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1619354.000000 Penalty: 4818.693359
	Iteration 21Q: 3 clusters Score -1619354 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1619901.250000 Penalty: 4818.693359
	Iteration 22Q: 3 clusters Score -1619901 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1620527.250000 Penalty: 4818.693359
	Iteration 23Q: 3 clusters Score -1620527 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1621265.125000 Penalty: 4818.693359
	Iteration 24Q: 3 clusters Score -1621265 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1622050.000000 Penalty: 4818.693359
	Iteration 25Q: 3 clusters Score -1622050 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1622504.250000 Penalty: 4818.693359
	Iteration 26Q: 3 clusters Score -1622504 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1622647.500000 Penalty: 4818.693359
	Iteration 27Q: 3 clusters Score -1622648 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1622708.375000 Penalty: 4818.693359
	Iteration 28Q: 3 clusters Score -1622708 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1622735.375000 Penalty: 4818.693359
	Iteration 29Q: 3 clusters Score -1622735 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1622750.500000 Penalty: 4818.693359
	Iteration 30Q: 3 clusters Score -1622750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1622747.375000 Penalty: 4818.693359
	Iteration 31Q: 3 clusters Score -1622747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1622752.500000 Penalty: 4818.693359
	Iteration 32Q: 3 clusters Score -1622752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1622754.750000 Penalty: 4818.693359
	Iteration 33Q: 3 clusters Score -1622755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1622753.875000 Penalty: 4818.693359
	Iteration 34Q: 3 clusters Score -1622754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1622755.875000 Penalty: 4818.693359
	Iteration 35Q: 3 clusters Score -1622756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1622755.500000 Penalty: 4818.693359
	Iteration 36Q: 3 clusters Score -1622756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1622755.375000 Penalty: 4818.693359
	Iteration 37Q: 3 clusters Score -1622755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1622755.375000 Penalty: 4818.693359
	Iteration 38F: 3 clusters Score -1622755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 2727 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 25855 members 
Mstep: Class 7 contains 50206 members 
Mstep: Class 8 contains 11679 members 
Mstep: Class 9 contains 9259 members 
Mstep: Class 10 contains 30631 members 
Mstep: Class 11 contains 2547 members 
Mstep: Class 12 contains 1885 members 
Mstep: Class 13 contains 9169 members 
Mstep: Class 14 contains 14716 members 
Mstep: Class 15 contains 3776 members 
Mstep: Class 16 contains 1346 members 
Mstep: Class 17 contains 4548 members 
Mstep: Class 18 contains 13231 members 
Mstep: Class 19 contains 12534 members 
Mstep: Class 20 contains 20942 members 
Mstep: Class 21 contains 25862 members 
Mstep: Class 22 contains 29279 members 
Mstep: Class 23 contains 49461 members 
Mstep: Class 24 contains 37357 members 
Mstep: Class 25 contains 7055 members 
Mstep: Class 26 contains 40773 members 
Mstep: Class 27 contains 17438 members 
Mstep: Class 28 contains 3412 members 
Mstep: Class 29 contains 5619 members 
Mstep: Class 30 contains 91327 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14012 members 
Mstep: Class 33 contains 8606 members 
Mstep: Class 34 contains 22668 members 
Mstep: Class 35 contains 25466 members 
Mstep: Class 36 contains 1369 members 
Mstep: Class 37 contains 13834 members 
Mstep: Class 38 contains 8278 members 
Entering Unmasked Estep 
Score: -64713612.000000 Penalty: 126111.687500
Splitting cluster 5 changes total score from -64707832.000000 to -64713612.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 6 (25855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Entering Unmasked Estep 
Score: -2775437.750000 Penalty: 2519.744385
	Iteration 0F: 2 clusters Score -2775438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2757531.000000 Penalty: 5039.488770
	Iteration 0F: 3 clusters Score -2757531 nChanged 11416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2763728.000000 Penalty: 5039.488770
	Iteration 1F: 3 clusters Score -2763728 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2764301.750000 Penalty: 5039.488770
	Iteration 2F: 3 clusters Score -2764302 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2764982.000000 Penalty: 5039.488770
	Iteration 3F: 3 clusters Score -2764982 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2765824.500000 Penalty: 5039.488770
	Iteration 4F: 3 clusters Score -2765824 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -2766984.750000 Penalty: 5039.488770
	Iteration 5F: 3 clusters Score -2766985 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2768696.250000 Penalty: 5039.488770
	Iteration 6F: 3 clusters Score -2768696 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -2770837.250000 Penalty: 5039.488770
	Iteration 7F: 3 clusters Score -2770837 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -2772984.000000 Penalty: 5039.488770
	Iteration 8F: 3 clusters Score -2772984 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2774831.250000 Penalty: 5039.488770
	Iteration 9F: 3 clusters Score -2774831 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2775899.000000 Penalty: 5039.488770
	Iteration 10Q: 3 clusters Score -2775899 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -2776385.750000 Penalty: 5039.488770
	Iteration 11Q: 3 clusters Score -2776386 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2776680.750000 Penalty: 5039.488770
	Iteration 12Q: 3 clusters Score -2776681 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -2776929.250000 Penalty: 5039.488770
	Iteration 13Q: 3 clusters Score -2776929 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2777203.750000 Penalty: 5039.488770
	Iteration 14Q: 3 clusters Score -2777204 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2777443.250000 Penalty: 5039.488770
	Iteration 15Q: 3 clusters Score -2777443 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2777615.000000 Penalty: 5039.488770
	Iteration 16Q: 3 clusters Score -2777615 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2777769.500000 Penalty: 5039.488770
	Iteration 17Q: 3 clusters Score -2777770 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2777946.750000 Penalty: 5039.488770
	Iteration 18Q: 3 clusters Score -2777947 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2778121.000000 Penalty: 5039.488770
	Iteration 19Q: 3 clusters Score -2778121 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2778327.500000 Penalty: 5039.488770
	Iteration 20F: 3 clusters Score -2778328 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2778512.500000 Penalty: 5039.488770
	Iteration 21Q: 3 clusters Score -2778512 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2778681.000000 Penalty: 5039.488770
	Iteration 22Q: 3 clusters Score -2778681 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2778809.500000 Penalty: 5039.488770
	Iteration 23Q: 3 clusters Score -2778810 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2778911.000000 Penalty: 5039.488770
	Iteration 24Q: 3 clusters Score -2778911 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2778973.000000 Penalty: 5039.488770
	Iteration 25Q: 3 clusters Score -2778973 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -2779021.250000 Penalty: 5039.488770
	Iteration 26Q: 3 clusters Score -2779021 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2779036.500000 Penalty: 5039.488770
	Iteration 27Q: 3 clusters Score -2779036 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2779041.500000 Penalty: 5039.488770
	Iteration 28Q: 3 clusters Score -2779042 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2779061.250000 Penalty: 5039.488770
	Iteration 29Q: 3 clusters Score -2779061 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2779062.500000 Penalty: 5039.488770
	Iteration 30Q: 3 clusters Score -2779062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2779067.000000 Penalty: 5039.488770
	Iteration 31Q: 3 clusters Score -2779067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2779068.750000 Penalty: 5039.488770
	Iteration 32Q: 3 clusters Score -2779069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2779068.250000 Penalty: 5039.488770
	Iteration 33Q: 3 clusters Score -2779068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -2779063.750000 Penalty: 5039.488770
	Iteration 34Q: 3 clusters Score -2779064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2779066.750000 Penalty: 5039.488770
	Iteration 35Q: 3 clusters Score -2779067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2779069.000000 Penalty: 5039.488770
	Iteration 36Q: 3 clusters Score -2779069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2779063.500000 Penalty: 5039.488770
	Iteration 37Q: 3 clusters Score -2779064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2779065.250000 Penalty: 5039.488770
	Iteration 38Q: 3 clusters Score -2779065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -2779058.500000 Penalty: 5039.488770
	Iteration 39Q: 3 clusters Score -2779058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2779060.000000 Penalty: 5039.488770
	Iteration 40F: 3 clusters Score -2779060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2779062.000000 Penalty: 5039.488770
	Iteration 41Q: 3 clusters Score -2779062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2779061.000000 Penalty: 5039.488770
	Iteration 42Q: 3 clusters Score -2779061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2779063.000000 Penalty: 5039.488770
	Iteration 43Q: 3 clusters Score -2779063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2779056.250000 Penalty: 5039.488770
	Iteration 44Q: 3 clusters Score -2779056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2779055.000000 Penalty: 5039.488770
	Iteration 45Q: 3 clusters Score -2779055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2779055.000000 Penalty: 5039.488770
	Iteration 46F: 3 clusters Score -2779055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 2727 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 17137 members 
Mstep: Class 7 contains 50206 members 
Mstep: Class 8 contains 11679 members 
Mstep: Class 9 contains 9259 members 
Mstep: Class 10 contains 30631 members 
Mstep: Class 11 contains 2547 members 
Mstep: Class 12 contains 1885 members 
Mstep: Class 13 contains 9169 members 
Mstep: Class 14 contains 14716 members 
Mstep: Class 15 contains 3776 members 
Mstep: Class 16 contains 1346 members 
Mstep: Class 17 contains 4548 members 
Mstep: Class 18 contains 13231 members 
Mstep: Class 19 contains 12534 members 
Mstep: Class 20 contains 20942 members 
Mstep: Class 21 contains 25862 members 
Mstep: Class 22 contains 29279 members 
Mstep: Class 23 contains 49461 members 
Mstep: Class 24 contains 37357 members 
Mstep: Class 25 contains 7055 members 
Mstep: Class 26 contains 40773 members 
Mstep: Class 27 contains 17438 members 
Mstep: Class 28 contains 3412 members 
Mstep: Class 29 contains 5619 members 
Mstep: Class 30 contains 91327 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14012 members 
Mstep: Class 33 contains 8606 members 
Mstep: Class 34 contains 22668 members 
Mstep: Class 35 contains 25466 members 
Mstep: Class 36 contains 1369 members 
Mstep: Class 37 contains 13834 members 
Mstep: Class 38 contains 8278 members 
Mstep: Class 39 contains 8718 members 
Entering Unmasked Estep 
Score: -64716536.000000 Penalty: 129430.414062
Splitting cluster 6 changes total score from -64707832.000000 to -64716536.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 7 (50206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50206 members 
Entering Unmasked Estep 
Score: -5435355.000000 Penalty: 2684.324707
	Iteration 0F: 2 clusters Score -5435355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -5401772.000000 Penalty: 5368.649414
	Iteration 0F: 3 clusters Score -5401772 nChanged 23007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -5414723.000000 Penalty: 5368.649414
	Iteration 1F: 3 clusters Score -5414723 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -5415613.000000 Penalty: 5368.649414
	Iteration 2Q: 3 clusters Score -5415613 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -5416732.500000 Penalty: 5368.649414
	Iteration 3Q: 3 clusters Score -5416732 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -5418253.000000 Penalty: 5368.649414
	Iteration 4F: 3 clusters Score -5418253 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -5420287.000000 Penalty: 5368.649414
	Iteration 5F: 3 clusters Score -5420287 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -5422713.000000 Penalty: 5368.649414
	Iteration 6F: 3 clusters Score -5422713 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -5425352.000000 Penalty: 5368.649414
	Iteration 7F: 3 clusters Score -5425352 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -5427915.500000 Penalty: 5368.649414
	Iteration 8F: 3 clusters Score -5427916 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -5430087.000000 Penalty: 5368.649414
	Iteration 9F: 3 clusters Score -5430087 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -5431804.000000 Penalty: 5368.649414
	Iteration 10Q: 3 clusters Score -5431804 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -5432963.000000 Penalty: 5368.649414
	Iteration 11Q: 3 clusters Score -5432963 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -5433686.500000 Penalty: 5368.649414
	Iteration 12Q: 3 clusters Score -5433686 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -5434142.500000 Penalty: 5368.649414
	Iteration 13Q: 3 clusters Score -5434142 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -5434348.500000 Penalty: 5368.649414
	Iteration 14Q: 3 clusters Score -5434348 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -5434532.500000 Penalty: 5368.649414
	Iteration 15Q: 3 clusters Score -5434532 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -5434626.000000 Penalty: 5368.649414
	Iteration 16Q: 3 clusters Score -5434626 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -5434701.500000 Penalty: 5368.649414
	Iteration 17Q: 3 clusters Score -5434702 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -5434752.500000 Penalty: 5368.649414
	Iteration 18Q: 3 clusters Score -5434752 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -5434786.000000 Penalty: 5368.649414
	Iteration 19Q: 3 clusters Score -5434786 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -5434809.500000 Penalty: 5368.649414
	Iteration 20F: 3 clusters Score -5434810 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -5434852.500000 Penalty: 5368.649414
	Iteration 21Q: 3 clusters Score -5434852 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -5434844.500000 Penalty: 5368.649414
	Iteration 22Q: 3 clusters Score -5434844 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -5434855.500000 Penalty: 5368.649414
	Iteration 23Q: 3 clusters Score -5434856 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -5434852.000000 Penalty: 5368.649414
	Iteration 24Q: 3 clusters Score -5434852 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -5434844.500000 Penalty: 5368.649414
	Iteration 25Q: 3 clusters Score -5434844 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -5434850.500000 Penalty: 5368.649414
	Iteration 26Q: 3 clusters Score -5434850 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -5434866.500000 Penalty: 5368.649414
	Iteration 27Q: 3 clusters Score -5434866 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -5434873.500000 Penalty: 5368.649414
	Iteration 28Q: 3 clusters Score -5434874 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -5434859.500000 Penalty: 5368.649414
	Iteration 29Q: 3 clusters Score -5434860 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -5434875.000000 Penalty: 5368.649414
	Iteration 30Q: 3 clusters Score -5434875 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -5434874.500000 Penalty: 5368.649414
	Iteration 31Q: 3 clusters Score -5434874 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -5434876.000000 Penalty: 5368.649414
	Iteration 32Q: 3 clusters Score -5434876 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -5434879.000000 Penalty: 5368.649414
	Iteration 33Q: 3 clusters Score -5434879 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -5434882.000000 Penalty: 5368.649414
	Iteration 34Q: 3 clusters Score -5434882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -5434886.500000 Penalty: 5368.649414
	Iteration 35Q: 3 clusters Score -5434886 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -5434896.500000 Penalty: 5368.649414
	Iteration 36Q: 3 clusters Score -5434896 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -5434891.500000 Penalty: 5368.649414
	Iteration 37Q: 3 clusters Score -5434892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -5434888.000000 Penalty: 5368.649414
	Iteration 38Q: 3 clusters Score -5434888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -5434889.500000 Penalty: 5368.649414
	Iteration 39Q: 3 clusters Score -5434890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -5434899.500000 Penalty: 5368.649414
	Iteration 40F: 3 clusters Score -5434900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -5434900.500000 Penalty: 5368.649414
	Iteration 41Q: 3 clusters Score -5434900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -5434899.000000 Penalty: 5368.649414
	Iteration 42Q: 3 clusters Score -5434899 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -5434904.000000 Penalty: 5368.649414
	Iteration 43Q: 3 clusters Score -5434904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -5434912.000000 Penalty: 5368.649414
	Iteration 44Q: 3 clusters Score -5434912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -5434909.000000 Penalty: 5368.649414
	Iteration 45Q: 3 clusters Score -5434909 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -5434911.000000 Penalty: 5368.649414
	Iteration 46Q: 3 clusters Score -5434911 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -5434899.000000 Penalty: 5368.649414
	Iteration 47Q: 3 clusters Score -5434899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -5434900.500000 Penalty: 5368.649414
	Iteration 48Q: 3 clusters Score -5434900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -5434893.000000 Penalty: 5368.649414
	Iteration 49Q: 3 clusters Score -5434893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -5434899.500000 Penalty: 5368.649414
	Iteration 50Q: 3 clusters Score -5434900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -5434892.500000 Penalty: 5368.649414
	Iteration 51Q: 3 clusters Score -5434892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -5434893.000000 Penalty: 5368.649414
	Iteration 52Q: 3 clusters Score -5434893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -5434889.000000 Penalty: 5368.649414
	Iteration 53Q: 3 clusters Score -5434889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -5434891.500000 Penalty: 5368.649414
	Iteration 54Q: 3 clusters Score -5434892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -5434891.000000 Penalty: 5368.649414
	Iteration 55Q: 3 clusters Score -5434891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -5434890.000000 Penalty: 5368.649414
	Iteration 56Q: 3 clusters Score -5434890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -5434890.000000 Penalty: 5368.649414
	Iteration 57F: 3 clusters Score -5434890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Entering Unmasked Estep 
Score: -1259549.375000 Penalty: 2322.655762
	Iteration 0F: 2 clusters Score -1259549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1250866.875000 Penalty: 4645.311523
	Iteration 0F: 3 clusters Score -1250867 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1253566.125000 Penalty: 4645.311523
	Iteration 1F: 3 clusters Score -1253566 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1254262.250000 Penalty: 4645.311523
	Iteration 2F: 3 clusters Score -1254262 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1254960.875000 Penalty: 4645.311523
	Iteration 3F: 3 clusters Score -1254961 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1255542.750000 Penalty: 4645.311523
	Iteration 4F: 3 clusters Score -1255543 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1256045.375000 Penalty: 4645.311523
	Iteration 5F: 3 clusters Score -1256045 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1256518.250000 Penalty: 4645.311523
	Iteration 6F: 3 clusters Score -1256518 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1256902.875000 Penalty: 4645.311523
	Iteration 7Q: 3 clusters Score -1256903 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1257217.625000 Penalty: 4645.311523
	Iteration 8Q: 3 clusters Score -1257218 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1257536.875000 Penalty: 4645.311523
	Iteration 9Q: 3 clusters Score -1257537 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1257768.125000 Penalty: 4645.311523
	Iteration 10Q: 3 clusters Score -1257768 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1257954.500000 Penalty: 4645.311523
	Iteration 11Q: 3 clusters Score -1257954 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1258119.500000 Penalty: 4645.311523
	Iteration 12Q: 3 clusters Score -1258120 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1258250.500000 Penalty: 4645.311523
	Iteration 13Q: 3 clusters Score -1258250 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1258431.000000 Penalty: 4645.311523
	Iteration 14Q: 3 clusters Score -1258431 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1258600.000000 Penalty: 4645.311523
	Iteration 15Q: 3 clusters Score -1258600 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1258690.250000 Penalty: 4645.311523
	Iteration 16Q: 3 clusters Score -1258690 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1258733.250000 Penalty: 4645.311523
	Iteration 17Q: 3 clusters Score -1258733 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1258754.250000 Penalty: 4645.311523
	Iteration 18Q: 3 clusters Score -1258754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1258763.125000 Penalty: 4645.311523
	Iteration 19Q: 3 clusters Score -1258763 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1258770.875000 Penalty: 4645.311523
	Iteration 20F: 3 clusters Score -1258771 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1258781.000000 Penalty: 4645.311523
	Iteration 21Q: 3 clusters Score -1258781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1258782.625000 Penalty: 4645.311523
	Iteration 22Q: 3 clusters Score -1258783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1258782.500000 Penalty: 4645.311523
	Iteration 23Q: 3 clusters Score -1258782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1258783.250000 Penalty: 4645.311523
	Iteration 24Q: 3 clusters Score -1258783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1258785.500000 Penalty: 4645.311523
	Iteration 25Q: 3 clusters Score -1258786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1258787.750000 Penalty: 4645.311523
	Iteration 26Q: 3 clusters Score -1258788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1258783.125000 Penalty: 4645.311523
	Iteration 27Q: 3 clusters Score -1258783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1258784.750000 Penalty: 4645.311523
	Iteration 28Q: 3 clusters Score -1258785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1258786.375000 Penalty: 4645.311523
	Iteration 29Q: 3 clusters Score -1258786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1258786.750000 Penalty: 4645.311523
	Iteration 30Q: 3 clusters Score -1258787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1258785.875000 Penalty: 4645.311523
	Iteration 31Q: 3 clusters Score -1258786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1258784.750000 Penalty: 4645.311523
	Iteration 32Q: 3 clusters Score -1258785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1258785.375000 Penalty: 4645.311523
	Iteration 33Q: 3 clusters Score -1258785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1258783.750000 Penalty: 4645.311523
	Iteration 34Q: 3 clusters Score -1258784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1258785.875000 Penalty: 4645.311523
	Iteration 35Q: 3 clusters Score -1258786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1258785.875000 Penalty: 4645.311523
	Iteration 36F: 3 clusters Score -1258786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Entering Unmasked Estep 
Score: -921263.000000 Penalty: 2265.071045
	Iteration 0F: 2 clusters Score -921263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -914086.250000 Penalty: 4530.142090
	Iteration 0F: 3 clusters Score -914086.2 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -916317.125000 Penalty: 4530.142090
	Iteration 1F: 3 clusters Score -916317.1 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -916717.500000 Penalty: 4530.142090
	Iteration 2F: 3 clusters Score -916717.5 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -917064.312500 Penalty: 4530.142090
	Iteration 3F: 3 clusters Score -917064.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -917367.500000 Penalty: 4530.142090
	Iteration 4F: 3 clusters Score -917367.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -917688.000000 Penalty: 4530.142090
	Iteration 5Q: 3 clusters Score -917688 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -918070.375000 Penalty: 4530.142090
	Iteration 6F: 3 clusters Score -918070.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -918483.125000 Penalty: 4530.142090
	Iteration 7F: 3 clusters Score -918483.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -918822.875000 Penalty: 4530.142090
	Iteration 8F: 3 clusters Score -918822.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -919170.687500 Penalty: 4530.142090
	Iteration 9Q: 3 clusters Score -919170.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -919497.750000 Penalty: 4530.142090
	Iteration 10Q: 3 clusters Score -919497.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -919787.750000 Penalty: 4530.142090
	Iteration 11Q: 3 clusters Score -919787.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -919965.812500 Penalty: 4530.142090
	Iteration 12Q: 3 clusters Score -919965.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -920071.000000 Penalty: 4530.142090
	Iteration 13Q: 3 clusters Score -920071 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -920155.812500 Penalty: 4530.142090
	Iteration 14Q: 3 clusters Score -920155.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -920220.062500 Penalty: 4530.142090
	Iteration 15Q: 3 clusters Score -920220.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -920253.312500 Penalty: 4530.142090
	Iteration 16Q: 3 clusters Score -920253.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -920275.687500 Penalty: 4530.142090
	Iteration 17Q: 3 clusters Score -920275.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -920292.312500 Penalty: 4530.142090
	Iteration 18Q: 3 clusters Score -920292.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -920297.687500 Penalty: 4530.142090
	Iteration 19Q: 3 clusters Score -920297.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -920301.187500 Penalty: 4530.142090
	Iteration 20F: 3 clusters Score -920301.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -920307.937500 Penalty: 4530.142090
	Iteration 21Q: 3 clusters Score -920307.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -920308.875000 Penalty: 4530.142090
	Iteration 22Q: 3 clusters Score -920308.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -920305.437500 Penalty: 4530.142090
	Iteration 23Q: 3 clusters Score -920305.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -920307.250000 Penalty: 4530.142090
	Iteration 24Q: 3 clusters Score -920307.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -920308.000000 Penalty: 4530.142090
	Iteration 25Q: 3 clusters Score -920308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -920305.500000 Penalty: 4530.142090
	Iteration 26Q: 3 clusters Score -920305.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -920306.687500 Penalty: 4530.142090
	Iteration 27Q: 3 clusters Score -920306.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -920309.562500 Penalty: 4530.142090
	Iteration 28Q: 3 clusters Score -920309.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -920308.437500 Penalty: 4530.142090
	Iteration 29Q: 3 clusters Score -920308.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -920309.750000 Penalty: 4530.142090
	Iteration 30Q: 3 clusters Score -920309.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -920312.250000 Penalty: 4530.142090
	Iteration 31Q: 3 clusters Score -920312.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -920310.312500 Penalty: 4530.142090
	Iteration 32Q: 3 clusters Score -920310.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -920309.750000 Penalty: 4530.142090
	Iteration 33Q: 3 clusters Score -920309.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -920311.000000 Penalty: 4530.142090
	Iteration 34Q: 3 clusters Score -920311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -920310.937500 Penalty: 4530.142090
	Iteration 35Q: 3 clusters Score -920310.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -920310.937500 Penalty: 4530.142090
	Iteration 36F: 3 clusters Score -920310.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Entering Unmasked Estep 
Score: -3030156.750000 Penalty: 2561.782471
	Iteration 0F: 2 clusters Score -3030157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -3009204.250000 Penalty: 5123.564941
	Iteration 0F: 3 clusters Score -3009204 nChanged 13859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -3017248.000000 Penalty: 5123.564941
	Iteration 1F: 3 clusters Score -3017248 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -3018359.000000 Penalty: 5123.564941
	Iteration 2F: 3 clusters Score -3018359 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -3019861.250000 Penalty: 5123.564941
	Iteration 3F: 3 clusters Score -3019861 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -3021529.500000 Penalty: 5123.564941
	Iteration 4F: 3 clusters Score -3021530 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -3023155.250000 Penalty: 5123.564941
	Iteration 5F: 3 clusters Score -3023155 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -3024425.750000 Penalty: 5123.564941
	Iteration 6F: 3 clusters Score -3024426 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -3025244.250000 Penalty: 5123.564941
	Iteration 7Q: 3 clusters Score -3025244 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -3025771.500000 Penalty: 5123.564941
	Iteration 8Q: 3 clusters Score -3025772 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -3026156.250000 Penalty: 5123.564941
	Iteration 9Q: 3 clusters Score -3026156 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -3026449.000000 Penalty: 5123.564941
	Iteration 10Q: 3 clusters Score -3026449 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -3026644.000000 Penalty: 5123.564941
	Iteration 11Q: 3 clusters Score -3026644 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -3026794.250000 Penalty: 5123.564941
	Iteration 12Q: 3 clusters Score -3026794 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -3026930.000000 Penalty: 5123.564941
	Iteration 13Q: 3 clusters Score -3026930 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -3027061.500000 Penalty: 5123.564941
	Iteration 14Q: 3 clusters Score -3027062 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -3027178.750000 Penalty: 5123.564941
	Iteration 15Q: 3 clusters Score -3027179 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -3027268.000000 Penalty: 5123.564941
	Iteration 16Q: 3 clusters Score -3027268 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -3027367.500000 Penalty: 5123.564941
	Iteration 17Q: 3 clusters Score -3027368 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -3027458.750000 Penalty: 5123.564941
	Iteration 18Q: 3 clusters Score -3027459 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -3027535.750000 Penalty: 5123.564941
	Iteration 19Q: 3 clusters Score -3027536 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -3027617.250000 Penalty: 5123.564941
	Iteration 20F: 3 clusters Score -3027617 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -3027688.000000 Penalty: 5123.564941
	Iteration 21Q: 3 clusters Score -3027688 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -3027778.000000 Penalty: 5123.564941
	Iteration 22Q: 3 clusters Score -3027778 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -3027863.750000 Penalty: 5123.564941
	Iteration 23Q: 3 clusters Score -3027864 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -3027890.000000 Penalty: 5123.564941
	Iteration 24Q: 3 clusters Score -3027890 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -3027931.750000 Penalty: 5123.564941
	Iteration 25Q: 3 clusters Score -3027932 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -3027989.250000 Penalty: 5123.564941
	Iteration 26Q: 3 clusters Score -3027989 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -3028039.250000 Penalty: 5123.564941
	Iteration 27Q: 3 clusters Score -3028039 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -3028090.500000 Penalty: 5123.564941
	Iteration 28Q: 3 clusters Score -3028090 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -3028135.750000 Penalty: 5123.564941
	Iteration 29Q: 3 clusters Score -3028136 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -3028185.500000 Penalty: 5123.564941
	Iteration 30Q: 3 clusters Score -3028186 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -3028221.500000 Penalty: 5123.564941
	Iteration 31Q: 3 clusters Score -3028222 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3028263.000000 Penalty: 5123.564941
	Iteration 32Q: 3 clusters Score -3028263 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3028298.500000 Penalty: 5123.564941
	Iteration 33Q: 3 clusters Score -3028298 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -3028314.500000 Penalty: 5123.564941
	Iteration 34Q: 3 clusters Score -3028314 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3028348.000000 Penalty: 5123.564941
	Iteration 35Q: 3 clusters Score -3028348 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3028379.250000 Penalty: 5123.564941
	Iteration 36Q: 3 clusters Score -3028379 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -3028408.000000 Penalty: 5123.564941
	Iteration 37Q: 3 clusters Score -3028408 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3028448.750000 Penalty: 5123.564941
	Iteration 38Q: 3 clusters Score -3028449 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3028478.750000 Penalty: 5123.564941
	Iteration 39Q: 3 clusters Score -3028479 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3028522.000000 Penalty: 5123.564941
	Iteration 40F: 3 clusters Score -3028522 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3028560.000000 Penalty: 5123.564941
	Iteration 41Q: 3 clusters Score -3028560 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3028606.500000 Penalty: 5123.564941
	Iteration 42Q: 3 clusters Score -3028606 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3028640.000000 Penalty: 5123.564941
	Iteration 43Q: 3 clusters Score -3028640 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3028683.750000 Penalty: 5123.564941
	Iteration 44Q: 3 clusters Score -3028684 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3028709.250000 Penalty: 5123.564941
	Iteration 45Q: 3 clusters Score -3028709 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3028730.000000 Penalty: 5123.564941
	Iteration 46Q: 3 clusters Score -3028730 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3028750.250000 Penalty: 5123.564941
	Iteration 47Q: 3 clusters Score -3028750 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3028774.000000 Penalty: 5123.564941
	Iteration 48Q: 3 clusters Score -3028774 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3028788.750000 Penalty: 5123.564941
	Iteration 49Q: 3 clusters Score -3028789 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3028798.500000 Penalty: 5123.564941
	Iteration 50Q: 3 clusters Score -3028798 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3028809.000000 Penalty: 5123.564941
	Iteration 51Q: 3 clusters Score -3028809 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3028820.500000 Penalty: 5123.564941
	Iteration 52Q: 3 clusters Score -3028820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3028831.000000 Penalty: 5123.564941
	Iteration 53Q: 3 clusters Score -3028831 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3028837.750000 Penalty: 5123.564941
	Iteration 54Q: 3 clusters Score -3028838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3028847.750000 Penalty: 5123.564941
	Iteration 55Q: 3 clusters Score -3028848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3028855.000000 Penalty: 5123.564941
	Iteration 56Q: 3 clusters Score -3028855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3028865.000000 Penalty: 5123.564941
	Iteration 57Q: 3 clusters Score -3028865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3028871.250000 Penalty: 5123.564941
	Iteration 58Q: 3 clusters Score -3028871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3028871.250000 Penalty: 5123.564941
	Iteration 59Q: 3 clusters Score -3028871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3028873.500000 Penalty: 5123.564941
	Iteration 60F: 3 clusters Score -3028874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3028882.500000 Penalty: 5123.564941
	Iteration 61Q: 3 clusters Score -3028882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3028881.750000 Penalty: 5123.564941
	Iteration 62Q: 3 clusters Score -3028882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3028886.500000 Penalty: 5123.564941
	Iteration 63Q: 3 clusters Score -3028886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3028894.250000 Penalty: 5123.564941
	Iteration 64Q: 3 clusters Score -3028894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3028897.500000 Penalty: 5123.564941
	Iteration 65Q: 3 clusters Score -3028898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3028904.250000 Penalty: 5123.564941
	Iteration 66Q: 3 clusters Score -3028904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3028904.250000 Penalty: 5123.564941
	Iteration 67Q: 3 clusters Score -3028904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3028908.500000 Penalty: 5123.564941
	Iteration 68Q: 3 clusters Score -3028908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3028914.000000 Penalty: 5123.564941
	Iteration 69Q: 3 clusters Score -3028914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3028915.250000 Penalty: 5123.564941
	Iteration 70Q: 3 clusters Score -3028915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3028915.500000 Penalty: 5123.564941
	Iteration 71Q: 3 clusters Score -3028916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3028917.750000 Penalty: 5123.564941
	Iteration 72Q: 3 clusters Score -3028918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3028921.500000 Penalty: 5123.564941
	Iteration 73Q: 3 clusters Score -3028922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3028918.250000 Penalty: 5123.564941
	Iteration 74Q: 3 clusters Score -3028918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3028917.750000 Penalty: 5123.564941
	Iteration 75Q: 3 clusters Score -3028918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3028916.000000 Penalty: 5123.564941
	Iteration 76Q: 3 clusters Score -3028916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3028919.000000 Penalty: 5123.564941
	Iteration 77Q: 3 clusters Score -3028919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3028917.750000 Penalty: 5123.564941
	Iteration 78Q: 3 clusters Score -3028918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3028919.000000 Penalty: 5123.564941
	Iteration 79Q: 3 clusters Score -3028919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3028922.250000 Penalty: 5123.564941
	Iteration 80F: 3 clusters Score -3028922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3028923.500000 Penalty: 5123.564941
	Iteration 81Q: 3 clusters Score -3028924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3028922.500000 Penalty: 5123.564941
	Iteration 82Q: 3 clusters Score -3028922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3028924.000000 Penalty: 5123.564941
	Iteration 83Q: 3 clusters Score -3028924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3028924.000000 Penalty: 5123.564941
	Iteration 84Q: 3 clusters Score -3028924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3028924.000000 Penalty: 5123.564941
	Iteration 85F: 3 clusters Score -3028924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Entering Unmasked Estep 
Score: -253573.890625 Penalty: 1944.982544
	Iteration 0F: 2 clusters Score -253573.9 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 1230 members 
Entering Unmasked Estep 
Score: -250614.562500 Penalty: 3889.965088
	Iteration 0F: 3 clusters Score -250614.6 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -251189.296875 Penalty: 3889.965088
	Iteration 1F: 3 clusters Score -251189.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -251330.234375 Penalty: 3889.965088
	Iteration 2F: 3 clusters Score -251330.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -251418.296875 Penalty: 3889.965088
	Iteration 3Q: 3 clusters Score -251418.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -251491.812500 Penalty: 3889.965088
	Iteration 4Q: 3 clusters Score -251491.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -251561.593750 Penalty: 3889.965088
	Iteration 5Q: 3 clusters Score -251561.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -251608.625000 Penalty: 3889.965088
	Iteration 6Q: 3 clusters Score -251608.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -251657.578125 Penalty: 3889.965088
	Iteration 7Q: 3 clusters Score -251657.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -251719.953125 Penalty: 3889.965088
	Iteration 8Q: 3 clusters Score -251720 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -251785.468750 Penalty: 3889.965088
	Iteration 9Q: 3 clusters Score -251785.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -251828.718750 Penalty: 3889.965088
	Iteration 10Q: 3 clusters Score -251828.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -251876.406250 Penalty: 3889.965088
	Iteration 11Q: 3 clusters Score -251876.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -251925.250000 Penalty: 3889.965088
	Iteration 12Q: 3 clusters Score -251925.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -251978.015625 Penalty: 3889.965088
	Iteration 13Q: 3 clusters Score -251978 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -252030.750000 Penalty: 3889.965088
	Iteration 14Q: 3 clusters Score -252030.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -252085.625000 Penalty: 3889.965088
	Iteration 15Q: 3 clusters Score -252085.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -252130.468750 Penalty: 3889.965088
	Iteration 16Q: 3 clusters Score -252130.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -252149.718750 Penalty: 3889.965088
	Iteration 17Q: 3 clusters Score -252149.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -252169.703125 Penalty: 3889.965088
	Iteration 18Q: 3 clusters Score -252169.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -252189.046875 Penalty: 3889.965088
	Iteration 19Q: 3 clusters Score -252189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -252206.171875 Penalty: 3889.965088
	Iteration 20F: 3 clusters Score -252206.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -252222.218750 Penalty: 3889.965088
	Iteration 21Q: 3 clusters Score -252222.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -252233.765625 Penalty: 3889.965088
	Iteration 22Q: 3 clusters Score -252233.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -252243.906250 Penalty: 3889.965088
	Iteration 23Q: 3 clusters Score -252243.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -252252.234375 Penalty: 3889.965088
	Iteration 24Q: 3 clusters Score -252252.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -252260.656250 Penalty: 3889.965088
	Iteration 25Q: 3 clusters Score -252260.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -252264.500000 Penalty: 3889.965088
	Iteration 26Q: 3 clusters Score -252264.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -252268.125000 Penalty: 3889.965088
	Iteration 27Q: 3 clusters Score -252268.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -252274.687500 Penalty: 3889.965088
	Iteration 28Q: 3 clusters Score -252274.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -252279.656250 Penalty: 3889.965088
	Iteration 29Q: 3 clusters Score -252279.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -252285.812500 Penalty: 3889.965088
	Iteration 30Q: 3 clusters Score -252285.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -252295.046875 Penalty: 3889.965088
	Iteration 31Q: 3 clusters Score -252295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -252307.953125 Penalty: 3889.965088
	Iteration 32Q: 3 clusters Score -252308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -252316.828125 Penalty: 3889.965088
	Iteration 33Q: 3 clusters Score -252316.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -252325.593750 Penalty: 3889.965088
	Iteration 34Q: 3 clusters Score -252325.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -252336.734375 Penalty: 3889.965088
	Iteration 35Q: 3 clusters Score -252336.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -252343.203125 Penalty: 3889.965088
	Iteration 36Q: 3 clusters Score -252343.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -252348.296875 Penalty: 3889.965088
	Iteration 37Q: 3 clusters Score -252348.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -252352.125000 Penalty: 3889.965088
	Iteration 38Q: 3 clusters Score -252352.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -252353.593750 Penalty: 3889.965088
	Iteration 39Q: 3 clusters Score -252353.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -252354.703125 Penalty: 3889.965088
	Iteration 40F: 3 clusters Score -252354.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -252355.687500 Penalty: 3889.965088
	Iteration 41Q: 3 clusters Score -252355.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -252356.140625 Penalty: 3889.965088
	Iteration 42Q: 3 clusters Score -252356.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -252356.140625 Penalty: 3889.965088
	Iteration 43F: 3 clusters Score -252356.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Entering Unmasked Estep 
Score: -194160.328125 Penalty: 1870.337402
	Iteration 0F: 2 clusters Score -194160.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -191669.625000 Penalty: 3740.674805
	Iteration 0F: 3 clusters Score -191669.6 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -192670.968750 Penalty: 3740.674805
	Iteration 1F: 3 clusters Score -192671 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -193880.859375 Penalty: 3740.674805
	Iteration 2F: 3 clusters Score -193880.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -194800.500000 Penalty: 3740.674805
	Iteration 3F: 3 clusters Score -194800.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -195314.343750 Penalty: 3740.674805
	Iteration 4F: 3 clusters Score -195314.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -195634.140625 Penalty: 3740.674805
	Iteration 5F: 3 clusters Score -195634.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -195819.859375 Penalty: 3740.674805
	Iteration 6Q: 3 clusters Score -195819.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -195927.843750 Penalty: 3740.674805
	Iteration 7Q: 3 clusters Score -195927.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -195963.062500 Penalty: 3740.674805
	Iteration 8Q: 3 clusters Score -195963.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -195978.421875 Penalty: 3740.674805
	Iteration 9Q: 3 clusters Score -195978.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -195985.187500 Penalty: 3740.674805
	Iteration 10Q: 3 clusters Score -195985.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -195987.765625 Penalty: 3740.674805
	Iteration 11Q: 3 clusters Score -195987.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -195987.765625 Penalty: 3740.674805
	Iteration 12F: 3 clusters Score -195987.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 2727 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 17137 members 
Mstep: Class 7 contains 50206 members 
Mstep: Class 8 contains 11679 members 
Mstep: Class 9 contains 9259 members 
Mstep: Class 10 contains 30631 members 
Mstep: Class 11 contains 2547 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 9169 members 
Mstep: Class 14 contains 14716 members 
Mstep: Class 15 contains 3776 members 
Mstep: Class 16 contains 1346 members 
Mstep: Class 17 contains 4548 members 
Mstep: Class 18 contains 13231 members 
Mstep: Class 19 contains 12534 members 
Mstep: Class 20 contains 20942 members 
Mstep: Class 21 contains 25862 members 
Mstep: Class 22 contains 29279 members 
Mstep: Class 23 contains 49461 members 
Mstep: Class 24 contains 37357 members 
Mstep: Class 25 contains 7055 members 
Mstep: Class 26 contains 40773 members 
Mstep: Class 27 contains 17438 members 
Mstep: Class 28 contains 3412 members 
Mstep: Class 29 contains 5619 members 
Mstep: Class 30 contains 91327 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14012 members 
Mstep: Class 33 contains 8606 members 
Mstep: Class 34 contains 22668 members 
Mstep: Class 35 contains 25466 members 
Mstep: Class 36 contains 1369 members 
Mstep: Class 37 contains 13834 members 
Mstep: Class 38 contains 8278 members 
Mstep: Class 39 contains 8718 members 
Mstep: Class 40 contains 871 members 
Entering Unmasked Estep 
Score: -64716896.000000 Penalty: 132749.140625
Splitting cluster 12 changes total score from -64707832.000000 to -64716896.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 13 (9169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Entering Unmasked Estep 
Score: -978305.437500 Penalty: 2262.648682
	Iteration 0F: 2 clusters Score -978305.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -971163.937500 Penalty: 4525.297363
	Iteration 0F: 3 clusters Score -971163.9 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -973251.000000 Penalty: 4525.297363
	Iteration 1F: 3 clusters Score -973251 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -973690.375000 Penalty: 4525.297363
	Iteration 2F: 3 clusters Score -973690.4 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -974071.750000 Penalty: 4525.297363
	Iteration 3F: 3 clusters Score -974071.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -974400.750000 Penalty: 4525.297363
	Iteration 4F: 3 clusters Score -974400.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -974737.375000 Penalty: 4525.297363
	Iteration 5F: 3 clusters Score -974737.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -975101.812500 Penalty: 4525.297363
	Iteration 6F: 3 clusters Score -975101.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -975460.625000 Penalty: 4525.297363
	Iteration 7F: 3 clusters Score -975460.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -975763.562500 Penalty: 4525.297363
	Iteration 8Q: 3 clusters Score -975763.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -975975.625000 Penalty: 4525.297363
	Iteration 9Q: 3 clusters Score -975975.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -976156.625000 Penalty: 4525.297363
	Iteration 10Q: 3 clusters Score -976156.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -976323.625000 Penalty: 4525.297363
	Iteration 11Q: 3 clusters Score -976323.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -976470.312500 Penalty: 4525.297363
	Iteration 12Q: 3 clusters Score -976470.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -976588.625000 Penalty: 4525.297363
	Iteration 13Q: 3 clusters Score -976588.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -976669.125000 Penalty: 4525.297363
	Iteration 14Q: 3 clusters Score -976669.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -976717.750000 Penalty: 4525.297363
	Iteration 15Q: 3 clusters Score -976717.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -976754.625000 Penalty: 4525.297363
	Iteration 16Q: 3 clusters Score -976754.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -976773.937500 Penalty: 4525.297363
	Iteration 17Q: 3 clusters Score -976773.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -976789.812500 Penalty: 4525.297363
	Iteration 18Q: 3 clusters Score -976789.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -976805.750000 Penalty: 4525.297363
	Iteration 19Q: 3 clusters Score -976805.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -976817.750000 Penalty: 4525.297363
	Iteration 20F: 3 clusters Score -976817.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -976825.000000 Penalty: 4525.297363
	Iteration 21Q: 3 clusters Score -976825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -976829.375000 Penalty: 4525.297363
	Iteration 22Q: 3 clusters Score -976829.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -976837.812500 Penalty: 4525.297363
	Iteration 23Q: 3 clusters Score -976837.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -976841.375000 Penalty: 4525.297363
	Iteration 24Q: 3 clusters Score -976841.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -976841.562500 Penalty: 4525.297363
	Iteration 25Q: 3 clusters Score -976841.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -976842.375000 Penalty: 4525.297363
	Iteration 26Q: 3 clusters Score -976842.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -976842.375000 Penalty: 4525.297363
	Iteration 27F: 3 clusters Score -976842.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Entering Unmasked Estep 
Score: -1450311.250000 Penalty: 2379.979248
	Iteration 0F: 2 clusters Score -1450311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1439666.250000 Penalty: 4759.958496
	Iteration 0F: 3 clusters Score -1439666 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1443254.500000 Penalty: 4759.958496
	Iteration 1F: 3 clusters Score -1443254 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1443876.125000 Penalty: 4759.958496
	Iteration 2F: 3 clusters Score -1443876 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1444426.250000 Penalty: 4759.958496
	Iteration 3F: 3 clusters Score -1444426 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1444996.125000 Penalty: 4759.958496
	Iteration 4F: 3 clusters Score -1444996 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1445573.125000 Penalty: 4759.958496
	Iteration 5F: 3 clusters Score -1445573 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1446155.500000 Penalty: 4759.958496
	Iteration 6F: 3 clusters Score -1446156 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1446702.375000 Penalty: 4759.958496
	Iteration 7F: 3 clusters Score -1446702 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1447198.250000 Penalty: 4759.958496
	Iteration 8Q: 3 clusters Score -1447198 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1447619.750000 Penalty: 4759.958496
	Iteration 9Q: 3 clusters Score -1447620 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1447970.875000 Penalty: 4759.958496
	Iteration 10Q: 3 clusters Score -1447971 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1448211.625000 Penalty: 4759.958496
	Iteration 11Q: 3 clusters Score -1448212 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1448410.750000 Penalty: 4759.958496
	Iteration 12Q: 3 clusters Score -1448411 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1448558.625000 Penalty: 4759.958496
	Iteration 13Q: 3 clusters Score -1448559 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1448661.625000 Penalty: 4759.958496
	Iteration 14Q: 3 clusters Score -1448662 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1448764.375000 Penalty: 4759.958496
	Iteration 15Q: 3 clusters Score -1448764 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1448847.750000 Penalty: 4759.958496
	Iteration 16Q: 3 clusters Score -1448848 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1448915.500000 Penalty: 4759.958496
	Iteration 17Q: 3 clusters Score -1448916 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1448981.125000 Penalty: 4759.958496
	Iteration 18Q: 3 clusters Score -1448981 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1449032.500000 Penalty: 4759.958496
	Iteration 19Q: 3 clusters Score -1449032 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1449071.125000 Penalty: 4759.958496
	Iteration 20F: 3 clusters Score -1449071 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1449100.875000 Penalty: 4759.958496
	Iteration 21Q: 3 clusters Score -1449101 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1449124.500000 Penalty: 4759.958496
	Iteration 22Q: 3 clusters Score -1449124 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1449145.125000 Penalty: 4759.958496
	Iteration 23Q: 3 clusters Score -1449145 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1449165.750000 Penalty: 4759.958496
	Iteration 24Q: 3 clusters Score -1449166 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1449178.000000 Penalty: 4759.958496
	Iteration 25Q: 3 clusters Score -1449178 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1449190.875000 Penalty: 4759.958496
	Iteration 26Q: 3 clusters Score -1449191 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1449198.500000 Penalty: 4759.958496
	Iteration 27Q: 3 clusters Score -1449198 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1449207.250000 Penalty: 4759.958496
	Iteration 28Q: 3 clusters Score -1449207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1449212.000000 Penalty: 4759.958496
	Iteration 29Q: 3 clusters Score -1449212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1449213.125000 Penalty: 4759.958496
	Iteration 30Q: 3 clusters Score -1449213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1449215.625000 Penalty: 4759.958496
	Iteration 31Q: 3 clusters Score -1449216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1449219.625000 Penalty: 4759.958496
	Iteration 32Q: 3 clusters Score -1449220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1449224.875000 Penalty: 4759.958496
	Iteration 33Q: 3 clusters Score -1449225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1449226.000000 Penalty: 4759.958496
	Iteration 34Q: 3 clusters Score -1449226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1449227.000000 Penalty: 4759.958496
	Iteration 35Q: 3 clusters Score -1449227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1449232.000000 Penalty: 4759.958496
	Iteration 36Q: 3 clusters Score -1449232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1449230.250000 Penalty: 4759.958496
	Iteration 37Q: 3 clusters Score -1449230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1449231.500000 Penalty: 4759.958496
	Iteration 38Q: 3 clusters Score -1449232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1449237.500000 Penalty: 4759.958496
	Iteration 39Q: 3 clusters Score -1449238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1449234.750000 Penalty: 4759.958496
	Iteration 40F: 3 clusters Score -1449235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1449235.375000 Penalty: 4759.958496
	Iteration 41Q: 3 clusters Score -1449235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1449235.375000 Penalty: 4759.958496
	Iteration 42Q: 3 clusters Score -1449235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1449235.000000 Penalty: 4759.958496
	Iteration 43Q: 3 clusters Score -1449235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1449236.375000 Penalty: 4759.958496
	Iteration 44Q: 3 clusters Score -1449236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1449237.875000 Penalty: 4759.958496
	Iteration 45Q: 3 clusters Score -1449238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1449238.375000 Penalty: 4759.958496
	Iteration 46Q: 3 clusters Score -1449238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1449236.625000 Penalty: 4759.958496
	Iteration 47Q: 3 clusters Score -1449237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1449239.000000 Penalty: 4759.958496
	Iteration 48Q: 3 clusters Score -1449239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1449235.500000 Penalty: 4759.958496
	Iteration 49Q: 3 clusters Score -1449236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1449236.000000 Penalty: 4759.958496
	Iteration 50Q: 3 clusters Score -1449236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1449239.375000 Penalty: 4759.958496
	Iteration 51Q: 3 clusters Score -1449239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1449239.000000 Penalty: 4759.958496
	Iteration 52Q: 3 clusters Score -1449239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1449239.125000 Penalty: 4759.958496
	Iteration 53Q: 3 clusters Score -1449239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1449239.000000 Penalty: 4759.958496
	Iteration 54Q: 3 clusters Score -1449239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1449239.000000 Penalty: 4759.958496
	Iteration 55Q: 3 clusters Score -1449239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1449239.000000 Penalty: 4759.958496
	Iteration 56F: 3 clusters Score -1449239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Entering Unmasked Estep 
Score: -234908.796875 Penalty: 2042.632324
	Iteration 0F: 2 clusters Score -234908.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -231196.750000 Penalty: 4085.264648
	Iteration 0F: 3 clusters Score -231196.8 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -232310.734375 Penalty: 4085.264648
	Iteration 1F: 3 clusters Score -232310.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -232809.500000 Penalty: 4085.264648
	Iteration 2F: 3 clusters Score -232809.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -233239.484375 Penalty: 4085.264648
	Iteration 3F: 3 clusters Score -233239.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -233564.843750 Penalty: 4085.264648
	Iteration 4F: 3 clusters Score -233564.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -233769.203125 Penalty: 4085.264648
	Iteration 5F: 3 clusters Score -233769.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -233945.609375 Penalty: 4085.264648
	Iteration 6Q: 3 clusters Score -233945.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -234050.875000 Penalty: 4085.264648
	Iteration 7Q: 3 clusters Score -234050.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -234104.921875 Penalty: 4085.264648
	Iteration 8Q: 3 clusters Score -234104.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -234127.359375 Penalty: 4085.264648
	Iteration 9Q: 3 clusters Score -234127.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -234141.078125 Penalty: 4085.264648
	Iteration 10Q: 3 clusters Score -234141.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -234156.078125 Penalty: 4085.264648
	Iteration 11Q: 3 clusters Score -234156.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -234167.531250 Penalty: 4085.264648
	Iteration 12Q: 3 clusters Score -234167.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -234176.703125 Penalty: 4085.264648
	Iteration 13Q: 3 clusters Score -234176.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -234181.859375 Penalty: 4085.264648
	Iteration 14Q: 3 clusters Score -234181.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -234185.421875 Penalty: 4085.264648
	Iteration 15Q: 3 clusters Score -234185.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -234188.250000 Penalty: 4085.264648
	Iteration 16Q: 3 clusters Score -234188.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -234191.312500 Penalty: 4085.264648
	Iteration 17Q: 3 clusters Score -234191.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -234194.671875 Penalty: 4085.264648
	Iteration 18Q: 3 clusters Score -234194.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -234198.796875 Penalty: 4085.264648
	Iteration 19Q: 3 clusters Score -234198.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -234202.859375 Penalty: 4085.264648
	Iteration 20F: 3 clusters Score -234202.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -234206.765625 Penalty: 4085.264648
	Iteration 21Q: 3 clusters Score -234206.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -234208.859375 Penalty: 4085.264648
	Iteration 22Q: 3 clusters Score -234208.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -234210.750000 Penalty: 4085.264648
	Iteration 23Q: 3 clusters Score -234210.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -234211.843750 Penalty: 4085.264648
	Iteration 24Q: 3 clusters Score -234211.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -234213.359375 Penalty: 4085.264648
	Iteration 25Q: 3 clusters Score -234213.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -234214.921875 Penalty: 4085.264648
	Iteration 26Q: 3 clusters Score -234214.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -234217.109375 Penalty: 4085.264648
	Iteration 27Q: 3 clusters Score -234217.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -234219.484375 Penalty: 4085.264648
	Iteration 28Q: 3 clusters Score -234219.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -234220.562500 Penalty: 4085.264648
	Iteration 29Q: 3 clusters Score -234220.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -234221.968750 Penalty: 4085.264648
	Iteration 30Q: 3 clusters Score -234222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -234221.843750 Penalty: 4085.264648
	Iteration 31Q: 3 clusters Score -234221.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -234221.843750 Penalty: 4085.264648
	Iteration 32F: 3 clusters Score -234221.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Entering Unmasked Estep 
Score: -101410.250000 Penalty: 1786.813354
	Iteration 0F: 2 clusters Score -101410.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -99436.945312 Penalty: 3573.626709
	Iteration 0F: 3 clusters Score -99436.95 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -100713.460938 Penalty: 3573.626709
	Iteration 1F: 3 clusters Score -100713.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -101744.789062 Penalty: 3573.626709
	Iteration 2F: 3 clusters Score -101744.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -102669.328125 Penalty: 3573.626709
	Iteration 3F: 3 clusters Score -102669.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -103473.710938 Penalty: 3573.626709
	Iteration 4F: 3 clusters Score -103473.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -104034.015625 Penalty: 3573.626709
	Iteration 5Q: 3 clusters Score -104034 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -104415.273438 Penalty: 3573.626709
	Iteration 6Q: 3 clusters Score -104415.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -104610.156250 Penalty: 3573.626709
	Iteration 7Q: 3 clusters Score -104610.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -104813.851562 Penalty: 3573.626709
	Iteration 8Q: 3 clusters Score -104813.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -104978.390625 Penalty: 3573.626709
	Iteration 9Q: 3 clusters Score -104978.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -104982.132812 Penalty: 3573.626709
	Iteration 10Q: 3 clusters Score -104982.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -104984.640625 Penalty: 3573.626709
	Iteration 11Q: 3 clusters Score -104984.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -104987.812500 Penalty: 3573.626709
	Iteration 12Q: 3 clusters Score -104987.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -105011.421875 Penalty: 3573.626709
	Iteration 13F: 3 clusters Score -105011.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -105102.031250 Penalty: 3573.626709
	Iteration 14Q: 3 clusters Score -105102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -105244.312500 Penalty: 3573.626709
	Iteration 15Q: 3 clusters Score -105244.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -105308.250000 Penalty: 3573.626709
	Iteration 16Q: 3 clusters Score -105308.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -105357.664062 Penalty: 3573.626709
	Iteration 17Q: 3 clusters Score -105357.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -105389.335938 Penalty: 3573.626709
	Iteration 18Q: 3 clusters Score -105389.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -105398.492188 Penalty: 3573.626709
	Iteration 19Q: 3 clusters Score -105398.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -105407.078125 Penalty: 3573.626709
	Iteration 20F: 3 clusters Score -105407.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -105410.226562 Penalty: 3573.626709
	Iteration 21Q: 3 clusters Score -105410.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -105410.796875 Penalty: 3573.626709
	Iteration 22Q: 3 clusters Score -105410.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -105410.796875 Penalty: 3573.626709
	Iteration 23F: 3 clusters Score -105410.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 2727 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 17137 members 
Mstep: Class 7 contains 50206 members 
Mstep: Class 8 contains 11679 members 
Mstep: Class 9 contains 9259 members 
Mstep: Class 10 contains 30631 members 
Mstep: Class 11 contains 2547 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 9169 members 
Mstep: Class 14 contains 14716 members 
Mstep: Class 15 contains 3776 members 
Mstep: Class 16 contains 604 members 
Mstep: Class 17 contains 4548 members 
Mstep: Class 18 contains 13231 members 
Mstep: Class 19 contains 12534 members 
Mstep: Class 20 contains 20942 members 
Mstep: Class 21 contains 25862 members 
Mstep: Class 22 contains 29279 members 
Mstep: Class 23 contains 49461 members 
Mstep: Class 24 contains 37357 members 
Mstep: Class 25 contains 7055 members 
Mstep: Class 26 contains 40773 members 
Mstep: Class 27 contains 17438 members 
Mstep: Class 28 contains 3412 members 
Mstep: Class 29 contains 5619 members 
Mstep: Class 30 contains 91327 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14012 members 
Mstep: Class 33 contains 8606 members 
Mstep: Class 34 contains 22668 members 
Mstep: Class 35 contains 25466 members 
Mstep: Class 36 contains 1369 members 
Mstep: Class 37 contains 13834 members 
Mstep: Class 38 contains 8278 members 
Mstep: Class 39 contains 8718 members 
Mstep: Class 40 contains 871 members 
Mstep: Class 41 contains 742 members 
Entering Unmasked Estep 
Score: -64719408.000000 Penalty: 136067.875000
Splitting cluster 16 changes total score from -64707832.000000 to -64719408.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 17 (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: -492252.156250 Penalty: 2088.765625
	Iteration 0F: 2 clusters Score -492252.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -487936.062500 Penalty: 4177.531250
	Iteration 0F: 3 clusters Score -487936.1 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -489035.250000 Penalty: 4177.531250
	Iteration 1F: 3 clusters Score -489035.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -489369.125000 Penalty: 4177.531250
	Iteration 2F: 3 clusters Score -489369.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -489622.343750 Penalty: 4177.531250
	Iteration 3F: 3 clusters Score -489622.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -489815.312500 Penalty: 4177.531250
	Iteration 4F: 3 clusters Score -489815.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -489994.031250 Penalty: 4177.531250
	Iteration 5Q: 3 clusters Score -489994 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -490169.218750 Penalty: 4177.531250
	Iteration 6Q: 3 clusters Score -490169.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -490329.562500 Penalty: 4177.531250
	Iteration 7Q: 3 clusters Score -490329.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -490480.062500 Penalty: 4177.531250
	Iteration 8Q: 3 clusters Score -490480.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -490623.937500 Penalty: 4177.531250
	Iteration 9Q: 3 clusters Score -490623.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -490765.656250 Penalty: 4177.531250
	Iteration 10Q: 3 clusters Score -490765.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -490902.218750 Penalty: 4177.531250
	Iteration 11Q: 3 clusters Score -490902.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -490994.718750 Penalty: 4177.531250
	Iteration 12Q: 3 clusters Score -490994.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -491078.125000 Penalty: 4177.531250
	Iteration 13Q: 3 clusters Score -491078.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -491138.375000 Penalty: 4177.531250
	Iteration 14Q: 3 clusters Score -491138.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -491195.000000 Penalty: 4177.531250
	Iteration 15Q: 3 clusters Score -491195 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -491239.281250 Penalty: 4177.531250
	Iteration 16Q: 3 clusters Score -491239.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -491285.312500 Penalty: 4177.531250
	Iteration 17Q: 3 clusters Score -491285.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -491324.937500 Penalty: 4177.531250
	Iteration 18Q: 3 clusters Score -491324.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -491352.281250 Penalty: 4177.531250
	Iteration 19Q: 3 clusters Score -491352.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -491374.812500 Penalty: 4177.531250
	Iteration 20F: 3 clusters Score -491374.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -491390.812500 Penalty: 4177.531250
	Iteration 21Q: 3 clusters Score -491390.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -491409.187500 Penalty: 4177.531250
	Iteration 22Q: 3 clusters Score -491409.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -491421.562500 Penalty: 4177.531250
	Iteration 23Q: 3 clusters Score -491421.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -491430.031250 Penalty: 4177.531250
	Iteration 24Q: 3 clusters Score -491430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -491441.062500 Penalty: 4177.531250
	Iteration 25Q: 3 clusters Score -491441.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -491446.125000 Penalty: 4177.531250
	Iteration 26Q: 3 clusters Score -491446.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -491446.812500 Penalty: 4177.531250
	Iteration 27Q: 3 clusters Score -491446.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -491448.062500 Penalty: 4177.531250
	Iteration 28Q: 3 clusters Score -491448.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -491448.593750 Penalty: 4177.531250
	Iteration 29Q: 3 clusters Score -491448.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -491450.562500 Penalty: 4177.531250
	Iteration 30Q: 3 clusters Score -491450.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -491452.875000 Penalty: 4177.531250
	Iteration 31Q: 3 clusters Score -491452.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -491455.406250 Penalty: 4177.531250
	Iteration 32Q: 3 clusters Score -491455.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -491459.250000 Penalty: 4177.531250
	Iteration 33Q: 3 clusters Score -491459.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -491461.906250 Penalty: 4177.531250
	Iteration 34Q: 3 clusters Score -491461.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -491463.531250 Penalty: 4177.531250
	Iteration 35Q: 3 clusters Score -491463.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -491466.000000 Penalty: 4177.531250
	Iteration 36Q: 3 clusters Score -491466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -491466.656250 Penalty: 4177.531250
	Iteration 37Q: 3 clusters Score -491466.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -491466.437500 Penalty: 4177.531250
	Iteration 38Q: 3 clusters Score -491466.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -491466.437500 Penalty: 4177.531250
	Iteration 39F: 3 clusters Score -491466.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Entering Unmasked Estep 
Score: -1405261.625000 Penalty: 2353.598877
	Iteration 0F: 2 clusters Score -1405262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1395531.750000 Penalty: 4707.197754
	Iteration 0F: 3 clusters Score -1395532 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1398561.000000 Penalty: 4707.197754
	Iteration 1F: 3 clusters Score -1398561 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1399081.625000 Penalty: 4707.197754
	Iteration 2F: 3 clusters Score -1399082 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1399632.125000 Penalty: 4707.197754
	Iteration 3F: 3 clusters Score -1399632 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1400100.750000 Penalty: 4707.197754
	Iteration 4F: 3 clusters Score -1400101 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1400475.750000 Penalty: 4707.197754
	Iteration 5F: 3 clusters Score -1400476 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1400762.875000 Penalty: 4707.197754
	Iteration 6Q: 3 clusters Score -1400763 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1400985.875000 Penalty: 4707.197754
	Iteration 7Q: 3 clusters Score -1400986 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1401167.250000 Penalty: 4707.197754
	Iteration 8Q: 3 clusters Score -1401167 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1401328.500000 Penalty: 4707.197754
	Iteration 9Q: 3 clusters Score -1401328 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1401449.375000 Penalty: 4707.197754
	Iteration 10Q: 3 clusters Score -1401449 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1401528.875000 Penalty: 4707.197754
	Iteration 11Q: 3 clusters Score -1401529 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1401600.875000 Penalty: 4707.197754
	Iteration 12Q: 3 clusters Score -1401601 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1401660.125000 Penalty: 4707.197754
	Iteration 13Q: 3 clusters Score -1401660 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1401696.625000 Penalty: 4707.197754
	Iteration 14Q: 3 clusters Score -1401697 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1401735.125000 Penalty: 4707.197754
	Iteration 15Q: 3 clusters Score -1401735 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1401760.500000 Penalty: 4707.197754
	Iteration 16Q: 3 clusters Score -1401760 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1401794.500000 Penalty: 4707.197754
	Iteration 17Q: 3 clusters Score -1401794 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1401829.625000 Penalty: 4707.197754
	Iteration 18Q: 3 clusters Score -1401830 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1401864.625000 Penalty: 4707.197754
	Iteration 19Q: 3 clusters Score -1401865 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1401884.625000 Penalty: 4707.197754
	Iteration 20F: 3 clusters Score -1401885 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1401910.000000 Penalty: 4707.197754
	Iteration 21Q: 3 clusters Score -1401910 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1401939.375000 Penalty: 4707.197754
	Iteration 22Q: 3 clusters Score -1401939 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1401962.125000 Penalty: 4707.197754
	Iteration 23Q: 3 clusters Score -1401962 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1401988.750000 Penalty: 4707.197754
	Iteration 24Q: 3 clusters Score -1401989 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1402013.625000 Penalty: 4707.197754
	Iteration 25Q: 3 clusters Score -1402014 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1402034.250000 Penalty: 4707.197754
	Iteration 26Q: 3 clusters Score -1402034 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1402061.750000 Penalty: 4707.197754
	Iteration 27Q: 3 clusters Score -1402062 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1402074.500000 Penalty: 4707.197754
	Iteration 28Q: 3 clusters Score -1402074 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1402083.250000 Penalty: 4707.197754
	Iteration 29Q: 3 clusters Score -1402083 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1402104.250000 Penalty: 4707.197754
	Iteration 30Q: 3 clusters Score -1402104 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1402115.875000 Penalty: 4707.197754
	Iteration 31Q: 3 clusters Score -1402116 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1402126.750000 Penalty: 4707.197754
	Iteration 32Q: 3 clusters Score -1402127 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1402139.375000 Penalty: 4707.197754
	Iteration 33Q: 3 clusters Score -1402139 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1402145.125000 Penalty: 4707.197754
	Iteration 34Q: 3 clusters Score -1402145 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1402159.625000 Penalty: 4707.197754
	Iteration 35Q: 3 clusters Score -1402160 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1402167.500000 Penalty: 4707.197754
	Iteration 36Q: 3 clusters Score -1402168 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1402174.250000 Penalty: 4707.197754
	Iteration 37Q: 3 clusters Score -1402174 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1402183.250000 Penalty: 4707.197754
	Iteration 38Q: 3 clusters Score -1402183 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1402189.750000 Penalty: 4707.197754
	Iteration 39Q: 3 clusters Score -1402190 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1402201.125000 Penalty: 4707.197754
	Iteration 40F: 3 clusters Score -1402201 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1402209.875000 Penalty: 4707.197754
	Iteration 41Q: 3 clusters Score -1402210 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1402226.125000 Penalty: 4707.197754
	Iteration 42Q: 3 clusters Score -1402226 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1402238.250000 Penalty: 4707.197754
	Iteration 43Q: 3 clusters Score -1402238 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1402256.875000 Penalty: 4707.197754
	Iteration 44Q: 3 clusters Score -1402257 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1402271.375000 Penalty: 4707.197754
	Iteration 45Q: 3 clusters Score -1402271 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1402288.250000 Penalty: 4707.197754
	Iteration 46Q: 3 clusters Score -1402288 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1402301.750000 Penalty: 4707.197754
	Iteration 47Q: 3 clusters Score -1402302 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1402324.875000 Penalty: 4707.197754
	Iteration 48Q: 3 clusters Score -1402325 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1402347.500000 Penalty: 4707.197754
	Iteration 49Q: 3 clusters Score -1402348 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1402368.250000 Penalty: 4707.197754
	Iteration 50Q: 3 clusters Score -1402368 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1402396.750000 Penalty: 4707.197754
	Iteration 51Q: 3 clusters Score -1402397 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1402423.125000 Penalty: 4707.197754
	Iteration 52Q: 3 clusters Score -1402423 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1402450.750000 Penalty: 4707.197754
	Iteration 53Q: 3 clusters Score -1402451 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1402489.750000 Penalty: 4707.197754
	Iteration 54Q: 3 clusters Score -1402490 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1402531.250000 Penalty: 4707.197754
	Iteration 55Q: 3 clusters Score -1402531 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1402582.250000 Penalty: 4707.197754
	Iteration 56Q: 3 clusters Score -1402582 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1402641.000000 Penalty: 4707.197754
	Iteration 57Q: 3 clusters Score -1402641 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1402693.000000 Penalty: 4707.197754
	Iteration 58Q: 3 clusters Score -1402693 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1402760.250000 Penalty: 4707.197754
	Iteration 59Q: 3 clusters Score -1402760 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1402838.875000 Penalty: 4707.197754
	Iteration 60F: 3 clusters Score -1402839 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1402902.250000 Penalty: 4707.197754
	Iteration 61Q: 3 clusters Score -1402902 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1402961.875000 Penalty: 4707.197754
	Iteration 62Q: 3 clusters Score -1402962 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1403029.750000 Penalty: 4707.197754
	Iteration 63Q: 3 clusters Score -1403030 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1403086.250000 Penalty: 4707.197754
	Iteration 64Q: 3 clusters Score -1403086 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1403154.500000 Penalty: 4707.197754
	Iteration 65Q: 3 clusters Score -1403154 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1403211.125000 Penalty: 4707.197754
	Iteration 66Q: 3 clusters Score -1403211 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1403270.000000 Penalty: 4707.197754
	Iteration 67Q: 3 clusters Score -1403270 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1403318.750000 Penalty: 4707.197754
	Iteration 68Q: 3 clusters Score -1403319 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1403362.500000 Penalty: 4707.197754
	Iteration 69Q: 3 clusters Score -1403362 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1403400.250000 Penalty: 4707.197754
	Iteration 70Q: 3 clusters Score -1403400 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1403434.125000 Penalty: 4707.197754
	Iteration 71Q: 3 clusters Score -1403434 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1403471.875000 Penalty: 4707.197754
	Iteration 72Q: 3 clusters Score -1403472 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1403522.125000 Penalty: 4707.197754
	Iteration 73Q: 3 clusters Score -1403522 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1403563.750000 Penalty: 4707.197754
	Iteration 74Q: 3 clusters Score -1403564 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1403600.875000 Penalty: 4707.197754
	Iteration 75Q: 3 clusters Score -1403601 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1403640.000000 Penalty: 4707.197754
	Iteration 76Q: 3 clusters Score -1403640 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1403678.000000 Penalty: 4707.197754
	Iteration 77Q: 3 clusters Score -1403678 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1403712.125000 Penalty: 4707.197754
	Iteration 78Q: 3 clusters Score -1403712 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1403734.375000 Penalty: 4707.197754
	Iteration 79Q: 3 clusters Score -1403734 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1403747.250000 Penalty: 4707.197754
	Iteration 80F: 3 clusters Score -1403747 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1403761.625000 Penalty: 4707.197754
	Iteration 81Q: 3 clusters Score -1403762 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1403768.000000 Penalty: 4707.197754
	Iteration 82Q: 3 clusters Score -1403768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1403770.500000 Penalty: 4707.197754
	Iteration 83Q: 3 clusters Score -1403770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1403774.625000 Penalty: 4707.197754
	Iteration 84Q: 3 clusters Score -1403775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1403778.000000 Penalty: 4707.197754
	Iteration 85Q: 3 clusters Score -1403778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1403777.125000 Penalty: 4707.197754
	Iteration 86Q: 3 clusters Score -1403777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1403775.625000 Penalty: 4707.197754
	Iteration 87Q: 3 clusters Score -1403776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1403778.125000 Penalty: 4707.197754
	Iteration 88Q: 3 clusters Score -1403778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1403781.125000 Penalty: 4707.197754
	Iteration 89Q: 3 clusters Score -1403781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1403784.125000 Penalty: 4707.197754
	Iteration 90Q: 3 clusters Score -1403784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1403787.250000 Penalty: 4707.197754
	Iteration 91Q: 3 clusters Score -1403787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1403787.000000 Penalty: 4707.197754
	Iteration 92Q: 3 clusters Score -1403787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1403786.250000 Penalty: 4707.197754
	Iteration 93Q: 3 clusters Score -1403786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1403787.000000 Penalty: 4707.197754
	Iteration 94Q: 3 clusters Score -1403787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1403786.125000 Penalty: 4707.197754
	Iteration 95Q: 3 clusters Score -1403786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1403784.625000 Penalty: 4707.197754
	Iteration 96Q: 3 clusters Score -1403785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1403784.875000 Penalty: 4707.197754
	Iteration 97Q: 3 clusters Score -1403785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1403786.000000 Penalty: 4707.197754
	Iteration 98Q: 3 clusters Score -1403786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1403786.000000 Penalty: 4707.197754
	Iteration 99F: 3 clusters Score -1403786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Entering Unmasked Estep 
Score: -1092458.875000 Penalty: 2340.177734
	Iteration 0F: 2 clusters Score -1092459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1083277.125000 Penalty: 4680.355469
	Iteration 0F: 3 clusters Score -1083277 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1086494.500000 Penalty: 4680.355469
	Iteration 1F: 3 clusters Score -1086494 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1087362.500000 Penalty: 4680.355469
	Iteration 2F: 3 clusters Score -1087362 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1088116.375000 Penalty: 4680.355469
	Iteration 3F: 3 clusters Score -1088116 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1088795.875000 Penalty: 4680.355469
	Iteration 4F: 3 clusters Score -1088796 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1089401.625000 Penalty: 4680.355469
	Iteration 5F: 3 clusters Score -1089402 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1089900.250000 Penalty: 4680.355469
	Iteration 6Q: 3 clusters Score -1089900 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1090246.750000 Penalty: 4680.355469
	Iteration 7Q: 3 clusters Score -1090247 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1090480.625000 Penalty: 4680.355469
	Iteration 8Q: 3 clusters Score -1090481 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1090676.625000 Penalty: 4680.355469
	Iteration 9Q: 3 clusters Score -1090677 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1090816.500000 Penalty: 4680.355469
	Iteration 10Q: 3 clusters Score -1090816 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1090916.750000 Penalty: 4680.355469
	Iteration 11Q: 3 clusters Score -1090917 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1090991.000000 Penalty: 4680.355469
	Iteration 12Q: 3 clusters Score -1090991 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1091051.625000 Penalty: 4680.355469
	Iteration 13Q: 3 clusters Score -1091052 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1091110.875000 Penalty: 4680.355469
	Iteration 14Q: 3 clusters Score -1091111 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1091156.500000 Penalty: 4680.355469
	Iteration 15Q: 3 clusters Score -1091156 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1091186.500000 Penalty: 4680.355469
	Iteration 16Q: 3 clusters Score -1091186 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1091223.875000 Penalty: 4680.355469
	Iteration 17Q: 3 clusters Score -1091224 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1091264.375000 Penalty: 4680.355469
	Iteration 18Q: 3 clusters Score -1091264 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1091324.375000 Penalty: 4680.355469
	Iteration 19Q: 3 clusters Score -1091324 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1091384.375000 Penalty: 4680.355469
	Iteration 20F: 3 clusters Score -1091384 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1091468.125000 Penalty: 4680.355469
	Iteration 21Q: 3 clusters Score -1091468 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1091547.250000 Penalty: 4680.355469
	Iteration 22Q: 3 clusters Score -1091547 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1091603.625000 Penalty: 4680.355469
	Iteration 23Q: 3 clusters Score -1091604 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1091654.375000 Penalty: 4680.355469
	Iteration 24Q: 3 clusters Score -1091654 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1091681.250000 Penalty: 4680.355469
	Iteration 25Q: 3 clusters Score -1091681 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1091707.500000 Penalty: 4680.355469
	Iteration 26Q: 3 clusters Score -1091708 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1091726.000000 Penalty: 4680.355469
	Iteration 27Q: 3 clusters Score -1091726 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1091746.000000 Penalty: 4680.355469
	Iteration 28Q: 3 clusters Score -1091746 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1091761.750000 Penalty: 4680.355469
	Iteration 29Q: 3 clusters Score -1091762 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1091769.125000 Penalty: 4680.355469
	Iteration 30Q: 3 clusters Score -1091769 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1091778.750000 Penalty: 4680.355469
	Iteration 31Q: 3 clusters Score -1091779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1091779.875000 Penalty: 4680.355469
	Iteration 32Q: 3 clusters Score -1091780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1091780.875000 Penalty: 4680.355469
	Iteration 33Q: 3 clusters Score -1091781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1091784.750000 Penalty: 4680.355469
	Iteration 34Q: 3 clusters Score -1091785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1091786.500000 Penalty: 4680.355469
	Iteration 35Q: 3 clusters Score -1091786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1091788.875000 Penalty: 4680.355469
	Iteration 36Q: 3 clusters Score -1091789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1091790.625000 Penalty: 4680.355469
	Iteration 37Q: 3 clusters Score -1091791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1091793.500000 Penalty: 4680.355469
	Iteration 38Q: 3 clusters Score -1091794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1091790.750000 Penalty: 4680.355469
	Iteration 39Q: 3 clusters Score -1091791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1091792.250000 Penalty: 4680.355469
	Iteration 40F: 3 clusters Score -1091792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1091791.125000 Penalty: 4680.355469
	Iteration 41Q: 3 clusters Score -1091791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1091790.500000 Penalty: 4680.355469
	Iteration 42Q: 3 clusters Score -1091790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1091792.000000 Penalty: 4680.355469
	Iteration 43Q: 3 clusters Score -1091792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1091794.375000 Penalty: 4680.355469
	Iteration 44Q: 3 clusters Score -1091794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1091792.625000 Penalty: 4680.355469
	Iteration 45Q: 3 clusters Score -1091793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1091798.125000 Penalty: 4680.355469
	Iteration 46Q: 3 clusters Score -1091798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1091799.500000 Penalty: 4680.355469
	Iteration 47Q: 3 clusters Score -1091800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1091798.750000 Penalty: 4680.355469
	Iteration 48Q: 3 clusters Score -1091799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1091800.000000 Penalty: 4680.355469
	Iteration 49Q: 3 clusters Score -1091800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1091800.250000 Penalty: 4680.355469
	Iteration 50Q: 3 clusters Score -1091800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1091798.625000 Penalty: 4680.355469
	Iteration 51Q: 3 clusters Score -1091799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1091801.875000 Penalty: 4680.355469
	Iteration 52Q: 3 clusters Score -1091802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1091803.250000 Penalty: 4680.355469
	Iteration 53Q: 3 clusters Score -1091803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1091800.750000 Penalty: 4680.355469
	Iteration 54Q: 3 clusters Score -1091801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1091804.125000 Penalty: 4680.355469
	Iteration 55Q: 3 clusters Score -1091804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1091805.125000 Penalty: 4680.355469
	Iteration 56Q: 3 clusters Score -1091805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1091805.500000 Penalty: 4680.355469
	Iteration 57Q: 3 clusters Score -1091806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1091806.750000 Penalty: 4680.355469
	Iteration 58Q: 3 clusters Score -1091807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1091805.375000 Penalty: 4680.355469
	Iteration 59Q: 3 clusters Score -1091805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1091805.375000 Penalty: 4680.355469
	Iteration 60F: 3 clusters Score -1091805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Entering Unmasked Estep 
Score: -2237473.750000 Penalty: 2467.478760
	Iteration 0F: 2 clusters Score -2237474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2222736.250000 Penalty: 4934.957520
	Iteration 0F: 3 clusters Score -2222736 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2227883.500000 Penalty: 4934.957520
	Iteration 1F: 3 clusters Score -2227884 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2228416.250000 Penalty: 4934.957520
	Iteration 2F: 3 clusters Score -2228416 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2229020.250000 Penalty: 4934.957520
	Iteration 3F: 3 clusters Score -2229020 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2229781.500000 Penalty: 4934.957520
	Iteration 4F: 3 clusters Score -2229782 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2230776.000000 Penalty: 4934.957520
	Iteration 5F: 3 clusters Score -2230776 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2231940.250000 Penalty: 4934.957520
	Iteration 6F: 3 clusters Score -2231940 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -2233081.500000 Penalty: 4934.957520
	Iteration 7F: 3 clusters Score -2233082 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2233988.750000 Penalty: 4934.957520
	Iteration 8F: 3 clusters Score -2233989 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2234724.250000 Penalty: 4934.957520
	Iteration 9F: 3 clusters Score -2234724 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2235416.750000 Penalty: 4934.957520
	Iteration 10Q: 3 clusters Score -2235417 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2235989.750000 Penalty: 4934.957520
	Iteration 11Q: 3 clusters Score -2235990 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2236371.000000 Penalty: 4934.957520
	Iteration 12Q: 3 clusters Score -2236371 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2236581.750000 Penalty: 4934.957520
	Iteration 13Q: 3 clusters Score -2236582 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2236712.000000 Penalty: 4934.957520
	Iteration 14Q: 3 clusters Score -2236712 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2236800.500000 Penalty: 4934.957520
	Iteration 15Q: 3 clusters Score -2236800 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2236849.500000 Penalty: 4934.957520
	Iteration 16Q: 3 clusters Score -2236850 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2236887.000000 Penalty: 4934.957520
	Iteration 17Q: 3 clusters Score -2236887 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2236932.000000 Penalty: 4934.957520
	Iteration 18Q: 3 clusters Score -2236932 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -2236970.750000 Penalty: 4934.957520
	Iteration 19Q: 3 clusters Score -2236971 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2236996.250000 Penalty: 4934.957520
	Iteration 20F: 3 clusters Score -2236996 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2237021.750000 Penalty: 4934.957520
	Iteration 21Q: 3 clusters Score -2237022 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -2237042.000000 Penalty: 4934.957520
	Iteration 22Q: 3 clusters Score -2237042 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2237062.750000 Penalty: 4934.957520
	Iteration 23Q: 3 clusters Score -2237063 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2237093.750000 Penalty: 4934.957520
	Iteration 24Q: 3 clusters Score -2237094 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2237137.250000 Penalty: 4934.957520
	Iteration 25Q: 3 clusters Score -2237137 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -2237172.500000 Penalty: 4934.957520
	Iteration 26Q: 3 clusters Score -2237172 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2237234.750000 Penalty: 4934.957520
	Iteration 27Q: 3 clusters Score -2237235 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2237305.000000 Penalty: 4934.957520
	Iteration 28Q: 3 clusters Score -2237305 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2237383.750000 Penalty: 4934.957520
	Iteration 29Q: 3 clusters Score -2237384 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2237474.500000 Penalty: 4934.957520
	Iteration 30Q: 3 clusters Score -2237474 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2237589.750000 Penalty: 4934.957520
	Iteration 31Q: 3 clusters Score -2237590 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2237713.000000 Penalty: 4934.957520
	Iteration 32Q: 3 clusters Score -2237713 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2237817.750000 Penalty: 4934.957520
	Iteration 33Q: 3 clusters Score -2237818 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2237907.250000 Penalty: 4934.957520
	Iteration 34Q: 3 clusters Score -2237907 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2238012.500000 Penalty: 4934.957520
	Iteration 35Q: 3 clusters Score -2238012 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2238108.500000 Penalty: 4934.957520
	Iteration 36Q: 3 clusters Score -2238108 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2238246.000000 Penalty: 4934.957520
	Iteration 37Q: 3 clusters Score -2238246 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2238426.500000 Penalty: 4934.957520
	Iteration 38Q: 3 clusters Score -2238426 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -2238626.000000 Penalty: 4934.957520
	Iteration 39Q: 3 clusters Score -2238626 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -2238834.500000 Penalty: 4934.957520
	Iteration 40F: 3 clusters Score -2238834 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -2239016.000000 Penalty: 4934.957520
	Iteration 41Q: 3 clusters Score -2239016 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2239181.500000 Penalty: 4934.957520
	Iteration 42Q: 3 clusters Score -2239182 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2239308.500000 Penalty: 4934.957520
	Iteration 43Q: 3 clusters Score -2239308 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2239427.750000 Penalty: 4934.957520
	Iteration 44Q: 3 clusters Score -2239428 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -2239541.000000 Penalty: 4934.957520
	Iteration 45Q: 3 clusters Score -2239541 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2239639.500000 Penalty: 4934.957520
	Iteration 46Q: 3 clusters Score -2239640 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2239695.500000 Penalty: 4934.957520
	Iteration 47Q: 3 clusters Score -2239696 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2239740.500000 Penalty: 4934.957520
	Iteration 48Q: 3 clusters Score -2239740 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -2239775.250000 Penalty: 4934.957520
	Iteration 49Q: 3 clusters Score -2239775 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2239801.250000 Penalty: 4934.957520
	Iteration 50Q: 3 clusters Score -2239801 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -2239828.000000 Penalty: 4934.957520
	Iteration 51Q: 3 clusters Score -2239828 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2239839.000000 Penalty: 4934.957520
	Iteration 52Q: 3 clusters Score -2239839 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2239852.000000 Penalty: 4934.957520
	Iteration 53Q: 3 clusters Score -2239852 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2239865.250000 Penalty: 4934.957520
	Iteration 54Q: 3 clusters Score -2239865 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2239872.250000 Penalty: 4934.957520
	Iteration 55Q: 3 clusters Score -2239872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2239871.000000 Penalty: 4934.957520
	Iteration 56Q: 3 clusters Score -2239871 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2239878.250000 Penalty: 4934.957520
	Iteration 57Q: 3 clusters Score -2239878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2239878.750000 Penalty: 4934.957520
	Iteration 58Q: 3 clusters Score -2239879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -2239881.500000 Penalty: 4934.957520
	Iteration 59Q: 3 clusters Score -2239882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -2239888.750000 Penalty: 4934.957520
	Iteration 60F: 3 clusters Score -2239889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -2239889.000000 Penalty: 4934.957520
	Iteration 61Q: 3 clusters Score -2239889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2239888.250000 Penalty: 4934.957520
	Iteration 62Q: 3 clusters Score -2239888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -2239884.000000 Penalty: 4934.957520
	Iteration 63Q: 3 clusters Score -2239884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2239887.750000 Penalty: 4934.957520
	Iteration 64Q: 3 clusters Score -2239888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2239887.000000 Penalty: 4934.957520
	Iteration 65Q: 3 clusters Score -2239887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -2239889.500000 Penalty: 4934.957520
	Iteration 66Q: 3 clusters Score -2239890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -2239888.750000 Penalty: 4934.957520
	Iteration 67Q: 3 clusters Score -2239889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -2239888.500000 Penalty: 4934.957520
	Iteration 68Q: 3 clusters Score -2239888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2239887.000000 Penalty: 4934.957520
	Iteration 69Q: 3 clusters Score -2239887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2239887.000000 Penalty: 4934.957520
	Iteration 70F: 3 clusters Score -2239887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 2727 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 17137 members 
Mstep: Class 7 contains 50206 members 
Mstep: Class 8 contains 11679 members 
Mstep: Class 9 contains 9259 members 
Mstep: Class 10 contains 30631 members 
Mstep: Class 11 contains 2547 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 9169 members 
Mstep: Class 14 contains 14716 members 
Mstep: Class 15 contains 3776 members 
Mstep: Class 16 contains 604 members 
Mstep: Class 17 contains 4548 members 
Mstep: Class 18 contains 13231 members 
Mstep: Class 19 contains 12534 members 
Mstep: Class 20 contains 5608 members 
Mstep: Class 21 contains 25862 members 
Mstep: Class 22 contains 29279 members 
Mstep: Class 23 contains 49461 members 
Mstep: Class 24 contains 37357 members 
Mstep: Class 25 contains 7055 members 
Mstep: Class 26 contains 40773 members 
Mstep: Class 27 contains 17438 members 
Mstep: Class 28 contains 3412 members 
Mstep: Class 29 contains 5619 members 
Mstep: Class 30 contains 91327 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14012 members 
Mstep: Class 33 contains 8606 members 
Mstep: Class 34 contains 22668 members 
Mstep: Class 35 contains 25466 members 
Mstep: Class 36 contains 1369 members 
Mstep: Class 37 contains 13834 members 
Mstep: Class 38 contains 8278 members 
Mstep: Class 39 contains 8718 members 
Mstep: Class 40 contains 871 members 
Mstep: Class 41 contains 742 members 
Mstep: Class 42 contains 15334 members 
Entering Unmasked Estep 
Score: -64720700.000000 Penalty: 139386.609375
Splitting cluster 20 changes total score from -64707832.000000 to -64720700.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 21 (25862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Entering Unmasked Estep 
Score: -2190148.750000 Penalty: 2519.811523
	Iteration 0F: 2 clusters Score -2190149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -2172358.750000 Penalty: 5039.623047
	Iteration 0F: 3 clusters Score -2172359 nChanged 11624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2179691.250000 Penalty: 5039.623047
	Iteration 1F: 3 clusters Score -2179691 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -2181096.750000 Penalty: 5039.623047
	Iteration 2F: 3 clusters Score -2181097 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2182539.250000 Penalty: 5039.623047
	Iteration 3F: 3 clusters Score -2182539 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2183916.250000 Penalty: 5039.623047
	Iteration 4F: 3 clusters Score -2183916 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -2185035.000000 Penalty: 5039.623047
	Iteration 5F: 3 clusters Score -2185035 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -2185824.750000 Penalty: 5039.623047
	Iteration 6F: 3 clusters Score -2185825 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2186334.750000 Penalty: 5039.623047
	Iteration 7Q: 3 clusters Score -2186335 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2186654.750000 Penalty: 5039.623047
	Iteration 8Q: 3 clusters Score -2186655 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2186827.000000 Penalty: 5039.623047
	Iteration 9Q: 3 clusters Score -2186827 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2186955.500000 Penalty: 5039.623047
	Iteration 10Q: 3 clusters Score -2186956 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2187050.500000 Penalty: 5039.623047
	Iteration 11Q: 3 clusters Score -2187050 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2187124.500000 Penalty: 5039.623047
	Iteration 12Q: 3 clusters Score -2187124 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2187196.000000 Penalty: 5039.623047
	Iteration 13Q: 3 clusters Score -2187196 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -2187238.000000 Penalty: 5039.623047
	Iteration 14Q: 3 clusters Score -2187238 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2187294.750000 Penalty: 5039.623047
	Iteration 15Q: 3 clusters Score -2187295 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2187346.250000 Penalty: 5039.623047
	Iteration 16Q: 3 clusters Score -2187346 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2187386.000000 Penalty: 5039.623047
	Iteration 17Q: 3 clusters Score -2187386 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2187436.250000 Penalty: 5039.623047
	Iteration 18Q: 3 clusters Score -2187436 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2187484.250000 Penalty: 5039.623047
	Iteration 19Q: 3 clusters Score -2187484 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2187524.000000 Penalty: 5039.623047
	Iteration 20F: 3 clusters Score -2187524 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2187564.500000 Penalty: 5039.623047
	Iteration 21Q: 3 clusters Score -2187564 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2187586.000000 Penalty: 5039.623047
	Iteration 22Q: 3 clusters Score -2187586 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2187622.750000 Penalty: 5039.623047
	Iteration 23Q: 3 clusters Score -2187623 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -2187666.250000 Penalty: 5039.623047
	Iteration 24Q: 3 clusters Score -2187666 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2187703.750000 Penalty: 5039.623047
	Iteration 25Q: 3 clusters Score -2187704 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -2187726.500000 Penalty: 5039.623047
	Iteration 26Q: 3 clusters Score -2187726 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2187765.500000 Penalty: 5039.623047
	Iteration 27Q: 3 clusters Score -2187766 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2187798.500000 Penalty: 5039.623047
	Iteration 28Q: 3 clusters Score -2187798 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2187813.000000 Penalty: 5039.623047
	Iteration 29Q: 3 clusters Score -2187813 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2187837.000000 Penalty: 5039.623047
	Iteration 30Q: 3 clusters Score -2187837 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2187855.750000 Penalty: 5039.623047
	Iteration 31Q: 3 clusters Score -2187856 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2187872.500000 Penalty: 5039.623047
	Iteration 32Q: 3 clusters Score -2187872 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -2187905.750000 Penalty: 5039.623047
	Iteration 33Q: 3 clusters Score -2187906 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2187911.000000 Penalty: 5039.623047
	Iteration 34Q: 3 clusters Score -2187911 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2187929.000000 Penalty: 5039.623047
	Iteration 35Q: 3 clusters Score -2187929 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -2187940.500000 Penalty: 5039.623047
	Iteration 36Q: 3 clusters Score -2187940 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -2187944.250000 Penalty: 5039.623047
	Iteration 37Q: 3 clusters Score -2187944 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -2187953.000000 Penalty: 5039.623047
	Iteration 38Q: 3 clusters Score -2187953 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2187970.000000 Penalty: 5039.623047
	Iteration 39Q: 3 clusters Score -2187970 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -2187964.750000 Penalty: 5039.623047
	Iteration 40F: 3 clusters Score -2187965 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2187978.500000 Penalty: 5039.623047
	Iteration 41Q: 3 clusters Score -2187978 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -2187985.500000 Penalty: 5039.623047
	Iteration 42Q: 3 clusters Score -2187986 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -2187999.750000 Penalty: 5039.623047
	Iteration 43Q: 3 clusters Score -2188000 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2188015.500000 Penalty: 5039.623047
	Iteration 44Q: 3 clusters Score -2188016 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2188017.250000 Penalty: 5039.623047
	Iteration 45Q: 3 clusters Score -2188017 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2188014.750000 Penalty: 5039.623047
	Iteration 46Q: 3 clusters Score -2188015 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2188022.250000 Penalty: 5039.623047
	Iteration 47Q: 3 clusters Score -2188022 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -2188019.250000 Penalty: 5039.623047
	Iteration 48Q: 3 clusters Score -2188019 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2188023.250000 Penalty: 5039.623047
	Iteration 49Q: 3 clusters Score -2188023 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -2188031.250000 Penalty: 5039.623047
	Iteration 50Q: 3 clusters Score -2188031 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -2188035.250000 Penalty: 5039.623047
	Iteration 51Q: 3 clusters Score -2188035 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2188032.750000 Penalty: 5039.623047
	Iteration 52Q: 3 clusters Score -2188033 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -2188037.000000 Penalty: 5039.623047
	Iteration 53Q: 3 clusters Score -2188037 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2188037.250000 Penalty: 5039.623047
	Iteration 54Q: 3 clusters Score -2188037 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2188040.750000 Penalty: 5039.623047
	Iteration 55Q: 3 clusters Score -2188041 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2188046.500000 Penalty: 5039.623047
	Iteration 56Q: 3 clusters Score -2188046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2188050.000000 Penalty: 5039.623047
	Iteration 57Q: 3 clusters Score -2188050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -2188052.500000 Penalty: 5039.623047
	Iteration 58Q: 3 clusters Score -2188052 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -2188048.500000 Penalty: 5039.623047
	Iteration 59Q: 3 clusters Score -2188048 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2188049.500000 Penalty: 5039.623047
	Iteration 60F: 3 clusters Score -2188050 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2188058.000000 Penalty: 5039.623047
	Iteration 61Q: 3 clusters Score -2188058 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -2188056.250000 Penalty: 5039.623047
	Iteration 62Q: 3 clusters Score -2188056 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2188058.250000 Penalty: 5039.623047
	Iteration 63Q: 3 clusters Score -2188058 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -2188068.250000 Penalty: 5039.623047
	Iteration 64Q: 3 clusters Score -2188068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -2188059.750000 Penalty: 5039.623047
	Iteration 65Q: 3 clusters Score -2188060 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2188061.000000 Penalty: 5039.623047
	Iteration 66Q: 3 clusters Score -2188061 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2188071.500000 Penalty: 5039.623047
	Iteration 67Q: 3 clusters Score -2188072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2188074.750000 Penalty: 5039.623047
	Iteration 68Q: 3 clusters Score -2188075 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2188079.750000 Penalty: 5039.623047
	Iteration 69Q: 3 clusters Score -2188080 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -2188079.250000 Penalty: 5039.623047
	Iteration 70Q: 3 clusters Score -2188079 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2188070.750000 Penalty: 5039.623047
	Iteration 71Q: 3 clusters Score -2188071 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2188079.000000 Penalty: 5039.623047
	Iteration 72Q: 3 clusters Score -2188079 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -2188084.000000 Penalty: 5039.623047
	Iteration 73Q: 3 clusters Score -2188084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2188089.000000 Penalty: 5039.623047
	Iteration 74Q: 3 clusters Score -2188089 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -2188088.000000 Penalty: 5039.623047
	Iteration 75Q: 3 clusters Score -2188088 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -2188088.250000 Penalty: 5039.623047
	Iteration 76Q: 3 clusters Score -2188088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2188090.750000 Penalty: 5039.623047
	Iteration 77Q: 3 clusters Score -2188091 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2188091.250000 Penalty: 5039.623047
	Iteration 78Q: 3 clusters Score -2188091 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2188097.250000 Penalty: 5039.623047
	Iteration 79Q: 3 clusters Score -2188097 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -2188110.500000 Penalty: 5039.623047
	Iteration 80F: 3 clusters Score -2188110 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2188109.750000 Penalty: 5039.623047
	Iteration 81Q: 3 clusters Score -2188110 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2188115.500000 Penalty: 5039.623047
	Iteration 82Q: 3 clusters Score -2188116 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2188123.500000 Penalty: 5039.623047
	Iteration 83Q: 3 clusters Score -2188124 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2188122.000000 Penalty: 5039.623047
	Iteration 84Q: 3 clusters Score -2188122 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -2188130.500000 Penalty: 5039.623047
	Iteration 85Q: 3 clusters Score -2188130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -2188132.750000 Penalty: 5039.623047
	Iteration 86Q: 3 clusters Score -2188133 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -2188138.750000 Penalty: 5039.623047
	Iteration 87Q: 3 clusters Score -2188139 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2188141.750000 Penalty: 5039.623047
	Iteration 88Q: 3 clusters Score -2188142 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2188143.250000 Penalty: 5039.623047
	Iteration 89Q: 3 clusters Score -2188143 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2188142.250000 Penalty: 5039.623047
	Iteration 90Q: 3 clusters Score -2188142 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2188155.500000 Penalty: 5039.623047
	Iteration 91Q: 3 clusters Score -2188156 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2188166.500000 Penalty: 5039.623047
	Iteration 92Q: 3 clusters Score -2188166 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2188170.250000 Penalty: 5039.623047
	Iteration 93Q: 3 clusters Score -2188170 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -2188180.750000 Penalty: 5039.623047
	Iteration 94Q: 3 clusters Score -2188181 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2188186.000000 Penalty: 5039.623047
	Iteration 95Q: 3 clusters Score -2188186 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2188203.750000 Penalty: 5039.623047
	Iteration 96Q: 3 clusters Score -2188204 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2188211.500000 Penalty: 5039.623047
	Iteration 97Q: 3 clusters Score -2188212 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -2188219.000000 Penalty: 5039.623047
	Iteration 98Q: 3 clusters Score -2188219 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -2188239.000000 Penalty: 5039.623047
	Iteration 99Q: 3 clusters Score -2188239 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2188251.500000 Penalty: 5039.623047
	Iteration 100F: 3 clusters Score -2188252 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2188265.750000 Penalty: 5039.623047
	Iteration 101Q: 3 clusters Score -2188266 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2188288.750000 Penalty: 5039.623047
	Iteration 102Q: 3 clusters Score -2188289 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2188298.250000 Penalty: 5039.623047
	Iteration 103Q: 3 clusters Score -2188298 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -2188307.000000 Penalty: 5039.623047
	Iteration 104Q: 3 clusters Score -2188307 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2188316.250000 Penalty: 5039.623047
	Iteration 105Q: 3 clusters Score -2188316 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2188340.000000 Penalty: 5039.623047
	Iteration 106Q: 3 clusters Score -2188340 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -2188364.500000 Penalty: 5039.623047
	Iteration 107Q: 3 clusters Score -2188364 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -2188381.000000 Penalty: 5039.623047
	Iteration 108Q: 3 clusters Score -2188381 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2188399.750000 Penalty: 5039.623047
	Iteration 109Q: 3 clusters Score -2188400 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -2188415.000000 Penalty: 5039.623047
	Iteration 110Q: 3 clusters Score -2188415 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -2188432.000000 Penalty: 5039.623047
	Iteration 111Q: 3 clusters Score -2188432 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2188456.250000 Penalty: 5039.623047
	Iteration 112Q: 3 clusters Score -2188456 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2188489.000000 Penalty: 5039.623047
	Iteration 113Q: 3 clusters Score -2188489 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2188521.500000 Penalty: 5039.623047
	Iteration 114Q: 3 clusters Score -2188522 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -2188537.750000 Penalty: 5039.623047
	Iteration 115Q: 3 clusters Score -2188538 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2188556.500000 Penalty: 5039.623047
	Iteration 116Q: 3 clusters Score -2188556 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2188572.500000 Penalty: 5039.623047
	Iteration 117Q: 3 clusters Score -2188572 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2188620.250000 Penalty: 5039.623047
	Iteration 118Q: 3 clusters Score -2188620 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2188632.000000 Penalty: 5039.623047
	Iteration 119Q: 3 clusters Score -2188632 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2188653.500000 Penalty: 5039.623047
	Iteration 120F: 3 clusters Score -2188654 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2188673.000000 Penalty: 5039.623047
	Iteration 121Q: 3 clusters Score -2188673 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2188691.000000 Penalty: 5039.623047
	Iteration 122Q: 3 clusters Score -2188691 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2188704.000000 Penalty: 5039.623047
	Iteration 123Q: 3 clusters Score -2188704 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -2188728.750000 Penalty: 5039.623047
	Iteration 124Q: 3 clusters Score -2188729 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -2188749.750000 Penalty: 5039.623047
	Iteration 125Q: 3 clusters Score -2188750 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2188766.250000 Penalty: 5039.623047
	Iteration 126Q: 3 clusters Score -2188766 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -2188785.750000 Penalty: 5039.623047
	Iteration 127Q: 3 clusters Score -2188786 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -2188809.750000 Penalty: 5039.623047
	Iteration 128Q: 3 clusters Score -2188810 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -2188829.250000 Penalty: 5039.623047
	Iteration 129Q: 3 clusters Score -2188829 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -2188849.750000 Penalty: 5039.623047
	Iteration 130Q: 3 clusters Score -2188850 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2188857.000000 Penalty: 5039.623047
	Iteration 131Q: 3 clusters Score -2188857 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2188865.750000 Penalty: 5039.623047
	Iteration 132Q: 3 clusters Score -2188866 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2188873.000000 Penalty: 5039.623047
	Iteration 133Q: 3 clusters Score -2188873 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -2188877.000000 Penalty: 5039.623047
	Iteration 134Q: 3 clusters Score -2188877 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -2188888.000000 Penalty: 5039.623047
	Iteration 135Q: 3 clusters Score -2188888 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -2188897.250000 Penalty: 5039.623047
	Iteration 136Q: 3 clusters Score -2188897 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -2188895.500000 Penalty: 5039.623047
	Iteration 137Q: 3 clusters Score -2188896 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -2188895.500000 Penalty: 5039.623047
	Iteration 138Q: 3 clusters Score -2188896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -2188903.500000 Penalty: 5039.623047
	Iteration 139Q: 3 clusters Score -2188904 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -2188907.500000 Penalty: 5039.623047
	Iteration 140F: 3 clusters Score -2188908 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2188906.000000 Penalty: 5039.623047
	Iteration 141Q: 3 clusters Score -2188906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2188913.250000 Penalty: 5039.623047
	Iteration 142Q: 3 clusters Score -2188913 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -2188914.500000 Penalty: 5039.623047
	Iteration 143Q: 3 clusters Score -2188914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -2188923.750000 Penalty: 5039.623047
	Iteration 144Q: 3 clusters Score -2188924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -2188924.500000 Penalty: 5039.623047
	Iteration 145Q: 3 clusters Score -2188924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -2188925.000000 Penalty: 5039.623047
	Iteration 146Q: 3 clusters Score -2188925 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -2188930.250000 Penalty: 5039.623047
	Iteration 147Q: 3 clusters Score -2188930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -2188934.500000 Penalty: 5039.623047
	Iteration 148Q: 3 clusters Score -2188934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -2188936.500000 Penalty: 5039.623047
	Iteration 149Q: 3 clusters Score -2188936 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -2188934.000000 Penalty: 5039.623047
	Iteration 150Q: 3 clusters Score -2188934 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -2188949.000000 Penalty: 5039.623047
	Iteration 151Q: 3 clusters Score -2188949 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -2188950.000000 Penalty: 5039.623047
	Iteration 152Q: 3 clusters Score -2188950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2188951.000000 Penalty: 5039.623047
	Iteration 153Q: 3 clusters Score -2188951 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2188955.000000 Penalty: 5039.623047
	Iteration 154Q: 3 clusters Score -2188955 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -2188955.500000 Penalty: 5039.623047
	Iteration 155Q: 3 clusters Score -2188956 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -2188958.250000 Penalty: 5039.623047
	Iteration 156Q: 3 clusters Score -2188958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -2188967.250000 Penalty: 5039.623047
	Iteration 157Q: 3 clusters Score -2188967 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -2188973.500000 Penalty: 5039.623047
	Iteration 158Q: 3 clusters Score -2188974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -2188974.500000 Penalty: 5039.623047
	Iteration 159Q: 3 clusters Score -2188974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -2188975.750000 Penalty: 5039.623047
	Iteration 160F: 3 clusters Score -2188976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -2188974.500000 Penalty: 5039.623047
	Iteration 161Q: 3 clusters Score -2188974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -2188978.500000 Penalty: 5039.623047
	Iteration 162Q: 3 clusters Score -2188978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -2188980.750000 Penalty: 5039.623047
	Iteration 163Q: 3 clusters Score -2188981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -2188985.000000 Penalty: 5039.623047
	Iteration 164Q: 3 clusters Score -2188985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -2188984.000000 Penalty: 5039.623047
	Iteration 165Q: 3 clusters Score -2188984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -2188984.000000 Penalty: 5039.623047
	Iteration 166Q: 3 clusters Score -2188984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -2188982.000000 Penalty: 5039.623047
	Iteration 167Q: 3 clusters Score -2188982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -2188982.500000 Penalty: 5039.623047
	Iteration 168Q: 3 clusters Score -2188982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -2188981.000000 Penalty: 5039.623047
	Iteration 169Q: 3 clusters Score -2188981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -2188979.750000 Penalty: 5039.623047
	Iteration 170Q: 3 clusters Score -2188980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -2188986.000000 Penalty: 5039.623047
	Iteration 171Q: 3 clusters Score -2188986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -2188985.500000 Penalty: 5039.623047
	Iteration 172Q: 3 clusters Score -2188986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -2188981.750000 Penalty: 5039.623047
	Iteration 173Q: 3 clusters Score -2188982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -2188988.250000 Penalty: 5039.623047
	Iteration 174Q: 3 clusters Score -2188988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -2188987.000000 Penalty: 5039.623047
	Iteration 175Q: 3 clusters Score -2188987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -2188991.750000 Penalty: 5039.623047
	Iteration 176Q: 3 clusters Score -2188992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -2188995.250000 Penalty: 5039.623047
	Iteration 177Q: 3 clusters Score -2188995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -2188993.750000 Penalty: 5039.623047
	Iteration 178Q: 3 clusters Score -2188994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -2188999.500000 Penalty: 5039.623047
	Iteration 179Q: 3 clusters Score -2189000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -2189000.000000 Penalty: 5039.623047
	Iteration 180F: 3 clusters Score -2189000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -2188997.000000 Penalty: 5039.623047
	Iteration 181Q: 3 clusters Score -2188997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -2188997.500000 Penalty: 5039.623047
	Iteration 182Q: 3 clusters Score -2188998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -2189001.000000 Penalty: 5039.623047
	Iteration 183Q: 3 clusters Score -2189001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -2189006.000000 Penalty: 5039.623047
	Iteration 184Q: 3 clusters Score -2189006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -2189005.750000 Penalty: 5039.623047
	Iteration 185Q: 3 clusters Score -2189006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -2189007.000000 Penalty: 5039.623047
	Iteration 186Q: 3 clusters Score -2189007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -2189012.000000 Penalty: 5039.623047
	Iteration 187Q: 3 clusters Score -2189012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2189010.500000 Penalty: 5039.623047
	Iteration 188Q: 3 clusters Score -2189010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -2189013.250000 Penalty: 5039.623047
	Iteration 189Q: 3 clusters Score -2189013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -2189018.750000 Penalty: 5039.623047
	Iteration 190Q: 3 clusters Score -2189019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -2189018.000000 Penalty: 5039.623047
	Iteration 191Q: 3 clusters Score -2189018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -2189015.500000 Penalty: 5039.623047
	Iteration 192Q: 3 clusters Score -2189016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -2189014.000000 Penalty: 5039.623047
	Iteration 193Q: 3 clusters Score -2189014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2189016.750000 Penalty: 5039.623047
	Iteration 194Q: 3 clusters Score -2189017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2189019.000000 Penalty: 5039.623047
	Iteration 195Q: 3 clusters Score -2189019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -2189016.750000 Penalty: 5039.623047
	Iteration 196Q: 3 clusters Score -2189017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -2189014.500000 Penalty: 5039.623047
	Iteration 197Q: 3 clusters Score -2189014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -2189018.250000 Penalty: 5039.623047
	Iteration 198Q: 3 clusters Score -2189018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -2189017.250000 Penalty: 5039.623047
	Iteration 199Q: 3 clusters Score -2189017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -2189018.500000 Penalty: 5039.623047
	Iteration 200F: 3 clusters Score -2189018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -2189020.250000 Penalty: 5039.623047
	Iteration 201Q: 3 clusters Score -2189020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -2189019.750000 Penalty: 5039.623047
	Iteration 202Q: 3 clusters Score -2189020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -2189019.000000 Penalty: 5039.623047
	Iteration 203Q: 3 clusters Score -2189019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -2189017.250000 Penalty: 5039.623047
	Iteration 204Q: 3 clusters Score -2189017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -2189017.000000 Penalty: 5039.623047
	Iteration 205Q: 3 clusters Score -2189017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -2189014.250000 Penalty: 5039.623047
	Iteration 206Q: 3 clusters Score -2189014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -2189016.750000 Penalty: 5039.623047
	Iteration 207Q: 3 clusters Score -2189017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -2189018.750000 Penalty: 5039.623047
	Iteration 208Q: 3 clusters Score -2189019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -2189020.500000 Penalty: 5039.623047
	Iteration 209Q: 3 clusters Score -2189020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -2189018.250000 Penalty: 5039.623047
	Iteration 210Q: 3 clusters Score -2189018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -2189023.000000 Penalty: 5039.623047
	Iteration 211Q: 3 clusters Score -2189023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -2189026.000000 Penalty: 5039.623047
	Iteration 212Q: 3 clusters Score -2189026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -2189029.000000 Penalty: 5039.623047
	Iteration 213Q: 3 clusters Score -2189029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -2189025.750000 Penalty: 5039.623047
	Iteration 214Q: 3 clusters Score -2189026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -2189022.750000 Penalty: 5039.623047
	Iteration 215Q: 3 clusters Score -2189023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -2189026.750000 Penalty: 5039.623047
	Iteration 216Q: 3 clusters Score -2189027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -2189027.000000 Penalty: 5039.623047
	Iteration 217Q: 3 clusters Score -2189027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2189033.000000 Penalty: 5039.623047
	Iteration 218Q: 3 clusters Score -2189033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -2189028.750000 Penalty: 5039.623047
	Iteration 219Q: 3 clusters Score -2189029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -2189035.750000 Penalty: 5039.623047
	Iteration 220F: 3 clusters Score -2189036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -2189037.250000 Penalty: 5039.623047
	Iteration 221Q: 3 clusters Score -2189037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -2189033.500000 Penalty: 5039.623047
	Iteration 222Q: 3 clusters Score -2189034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -2189030.500000 Penalty: 5039.623047
	Iteration 223Q: 3 clusters Score -2189030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -2189035.250000 Penalty: 5039.623047
	Iteration 224Q: 3 clusters Score -2189035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -2189036.500000 Penalty: 5039.623047
	Iteration 225Q: 3 clusters Score -2189036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -2189040.250000 Penalty: 5039.623047
	Iteration 226Q: 3 clusters Score -2189040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -2189041.500000 Penalty: 5039.623047
	Iteration 227Q: 3 clusters Score -2189042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -2189037.250000 Penalty: 5039.623047
	Iteration 228Q: 3 clusters Score -2189037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -2189038.500000 Penalty: 5039.623047
	Iteration 229Q: 3 clusters Score -2189038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -2189037.500000 Penalty: 5039.623047
	Iteration 230Q: 3 clusters Score -2189038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -2189040.250000 Penalty: 5039.623047
	Iteration 231Q: 3 clusters Score -2189040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2189049.250000 Penalty: 5039.623047
	Iteration 232Q: 3 clusters Score -2189049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -2189048.000000 Penalty: 5039.623047
	Iteration 233Q: 3 clusters Score -2189048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -2189050.750000 Penalty: 5039.623047
	Iteration 234Q: 3 clusters Score -2189051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -2189055.000000 Penalty: 5039.623047
	Iteration 235Q: 3 clusters Score -2189055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -2189054.000000 Penalty: 5039.623047
	Iteration 236Q: 3 clusters Score -2189054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2189050.750000 Penalty: 5039.623047
	Iteration 237Q: 3 clusters Score -2189051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -2189051.500000 Penalty: 5039.623047
	Iteration 238Q: 3 clusters Score -2189052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -2189054.250000 Penalty: 5039.623047
	Iteration 239Q: 3 clusters Score -2189054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -2189051.250000 Penalty: 5039.623047
	Iteration 240F: 3 clusters Score -2189051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -2189054.750000 Penalty: 5039.623047
	Iteration 241Q: 3 clusters Score -2189055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -2189057.500000 Penalty: 5039.623047
	Iteration 242Q: 3 clusters Score -2189058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -2189056.000000 Penalty: 5039.623047
	Iteration 243Q: 3 clusters Score -2189056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -2189057.500000 Penalty: 5039.623047
	Iteration 244Q: 3 clusters Score -2189058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -2189058.500000 Penalty: 5039.623047
	Iteration 245Q: 3 clusters Score -2189058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -2189060.500000 Penalty: 5039.623047
	Iteration 246Q: 3 clusters Score -2189060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -2189058.750000 Penalty: 5039.623047
	Iteration 247Q: 3 clusters Score -2189059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -2189060.000000 Penalty: 5039.623047
	Iteration 248Q: 3 clusters Score -2189060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -2189061.750000 Penalty: 5039.623047
	Iteration 249Q: 3 clusters Score -2189062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -2189061.000000 Penalty: 5039.623047
	Iteration 250Q: 3 clusters Score -2189061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -2189061.000000 Penalty: 5039.623047
	Iteration 251F: 3 clusters Score -2189061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Entering Unmasked Estep 
Score: -3188754.000000 Penalty: 2550.587158
	Iteration 0F: 2 clusters Score -3188754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -3168592.250000 Penalty: 5101.174316
	Iteration 0F: 3 clusters Score -3168592 nChanged 13288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -3175873.000000 Penalty: 5101.174316
	Iteration 1F: 3 clusters Score -3175873 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -3176488.750000 Penalty: 5101.174316
	Iteration 2F: 3 clusters Score -3176489 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -3177080.250000 Penalty: 5101.174316
	Iteration 3F: 3 clusters Score -3177080 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -3177639.500000 Penalty: 5101.174316
	Iteration 4Q: 3 clusters Score -3177640 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -3178224.000000 Penalty: 5101.174316
	Iteration 5Q: 3 clusters Score -3178224 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -3178826.000000 Penalty: 5101.174316
	Iteration 6Q: 3 clusters Score -3178826 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -3179417.500000 Penalty: 5101.174316
	Iteration 7Q: 3 clusters Score -3179418 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -3180019.500000 Penalty: 5101.174316
	Iteration 8Q: 3 clusters Score -3180020 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -3180613.500000 Penalty: 5101.174316
	Iteration 9Q: 3 clusters Score -3180614 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -3181199.250000 Penalty: 5101.174316
	Iteration 10Q: 3 clusters Score -3181199 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -3181779.750000 Penalty: 5101.174316
	Iteration 11Q: 3 clusters Score -3181780 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -3182275.500000 Penalty: 5101.174316
	Iteration 12Q: 3 clusters Score -3182276 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -3182770.000000 Penalty: 5101.174316
	Iteration 13Q: 3 clusters Score -3182770 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -3183229.000000 Penalty: 5101.174316
	Iteration 14Q: 3 clusters Score -3183229 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -3183665.000000 Penalty: 5101.174316
	Iteration 15Q: 3 clusters Score -3183665 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -3184057.000000 Penalty: 5101.174316
	Iteration 16Q: 3 clusters Score -3184057 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -3184390.000000 Penalty: 5101.174316
	Iteration 17Q: 3 clusters Score -3184390 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -3184647.000000 Penalty: 5101.174316
	Iteration 18Q: 3 clusters Score -3184647 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -3184864.000000 Penalty: 5101.174316
	Iteration 19Q: 3 clusters Score -3184864 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -3185079.250000 Penalty: 5101.174316
	Iteration 20F: 3 clusters Score -3185079 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -3185280.250000 Penalty: 5101.174316
	Iteration 21Q: 3 clusters Score -3185280 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -3185478.000000 Penalty: 5101.174316
	Iteration 22Q: 3 clusters Score -3185478 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3185650.500000 Penalty: 5101.174316
	Iteration 23Q: 3 clusters Score -3185650 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3185797.750000 Penalty: 5101.174316
	Iteration 24Q: 3 clusters Score -3185798 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3185928.250000 Penalty: 5101.174316
	Iteration 25Q: 3 clusters Score -3185928 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3186066.750000 Penalty: 5101.174316
	Iteration 26Q: 3 clusters Score -3186067 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3186196.250000 Penalty: 5101.174316
	Iteration 27Q: 3 clusters Score -3186196 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3186291.000000 Penalty: 5101.174316
	Iteration 28Q: 3 clusters Score -3186291 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3186350.500000 Penalty: 5101.174316
	Iteration 29Q: 3 clusters Score -3186350 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3186396.000000 Penalty: 5101.174316
	Iteration 30Q: 3 clusters Score -3186396 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3186450.500000 Penalty: 5101.174316
	Iteration 31Q: 3 clusters Score -3186450 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3186485.000000 Penalty: 5101.174316
	Iteration 32Q: 3 clusters Score -3186485 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3186518.500000 Penalty: 5101.174316
	Iteration 33Q: 3 clusters Score -3186518 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3186544.000000 Penalty: 5101.174316
	Iteration 34Q: 3 clusters Score -3186544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3186566.500000 Penalty: 5101.174316
	Iteration 35Q: 3 clusters Score -3186566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3186578.500000 Penalty: 5101.174316
	Iteration 36Q: 3 clusters Score -3186578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3186589.750000 Penalty: 5101.174316
	Iteration 37Q: 3 clusters Score -3186590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3186598.750000 Penalty: 5101.174316
	Iteration 38Q: 3 clusters Score -3186599 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3186615.750000 Penalty: 5101.174316
	Iteration 39Q: 3 clusters Score -3186616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3186628.000000 Penalty: 5101.174316
	Iteration 40F: 3 clusters Score -3186628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3186639.000000 Penalty: 5101.174316
	Iteration 41Q: 3 clusters Score -3186639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3186649.000000 Penalty: 5101.174316
	Iteration 42Q: 3 clusters Score -3186649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3186657.250000 Penalty: 5101.174316
	Iteration 43Q: 3 clusters Score -3186657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3186664.000000 Penalty: 5101.174316
	Iteration 44Q: 3 clusters Score -3186664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3186666.250000 Penalty: 5101.174316
	Iteration 45Q: 3 clusters Score -3186666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3186667.750000 Penalty: 5101.174316
	Iteration 46Q: 3 clusters Score -3186668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3186669.250000 Penalty: 5101.174316
	Iteration 47Q: 3 clusters Score -3186669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3186669.250000 Penalty: 5101.174316
	Iteration 48Q: 3 clusters Score -3186669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3186676.000000 Penalty: 5101.174316
	Iteration 49Q: 3 clusters Score -3186676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3186676.500000 Penalty: 5101.174316
	Iteration 50Q: 3 clusters Score -3186676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3186676.250000 Penalty: 5101.174316
	Iteration 51Q: 3 clusters Score -3186676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3186680.750000 Penalty: 5101.174316
	Iteration 52Q: 3 clusters Score -3186681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3186681.750000 Penalty: 5101.174316
	Iteration 53Q: 3 clusters Score -3186682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3186682.750000 Penalty: 5101.174316
	Iteration 54Q: 3 clusters Score -3186683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3186682.750000 Penalty: 5101.174316
	Iteration 55F: 3 clusters Score -3186683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (49461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49461 members 
Entering Unmasked Estep 
Score: -5349707.000000 Penalty: 2680.617188
	Iteration 0F: 2 clusters Score -5349707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -5316294.500000 Penalty: 5361.234375
	Iteration 0F: 3 clusters Score -5316294 nChanged 22833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -5329231.000000 Penalty: 5361.234375
	Iteration 1F: 3 clusters Score -5329231 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -5330333.000000 Penalty: 5361.234375
	Iteration 2Q: 3 clusters Score -5330333 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -5331955.000000 Penalty: 5361.234375
	Iteration 3F: 3 clusters Score -5331955 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -5333983.000000 Penalty: 5361.234375
	Iteration 4F: 3 clusters Score -5333983 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -5336324.000000 Penalty: 5361.234375
	Iteration 5F: 3 clusters Score -5336324 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -5338946.500000 Penalty: 5361.234375
	Iteration 6F: 3 clusters Score -5338946 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -5341477.500000 Penalty: 5361.234375
	Iteration 7F: 3 clusters Score -5341478 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -5343648.500000 Penalty: 5361.234375
	Iteration 8F: 3 clusters Score -5343648 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -5345387.000000 Penalty: 5361.234375
	Iteration 9Q: 3 clusters Score -5345387 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -5346464.500000 Penalty: 5361.234375
	Iteration 10Q: 3 clusters Score -5346464 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -5347074.000000 Penalty: 5361.234375
	Iteration 11Q: 3 clusters Score -5347074 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -5347429.500000 Penalty: 5361.234375
	Iteration 12Q: 3 clusters Score -5347430 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -5347686.000000 Penalty: 5361.234375
	Iteration 13Q: 3 clusters Score -5347686 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -5347905.500000 Penalty: 5361.234375
	Iteration 14Q: 3 clusters Score -5347906 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -5348036.500000 Penalty: 5361.234375
	Iteration 15Q: 3 clusters Score -5348036 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -5348148.500000 Penalty: 5361.234375
	Iteration 16Q: 3 clusters Score -5348148 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -5348240.500000 Penalty: 5361.234375
	Iteration 17Q: 3 clusters Score -5348240 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -5348327.500000 Penalty: 5361.234375
	Iteration 18Q: 3 clusters Score -5348328 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -5348381.000000 Penalty: 5361.234375
	Iteration 19Q: 3 clusters Score -5348381 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -5348482.000000 Penalty: 5361.234375
	Iteration 20F: 3 clusters Score -5348482 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -5348585.000000 Penalty: 5361.234375
	Iteration 21Q: 3 clusters Score -5348585 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -5348645.500000 Penalty: 5361.234375
	Iteration 22Q: 3 clusters Score -5348646 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -5348738.500000 Penalty: 5361.234375
	Iteration 23Q: 3 clusters Score -5348738 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40969 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -5348826.000000 Penalty: 5361.234375
	Iteration 24Q: 3 clusters Score -5348826 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -5348934.000000 Penalty: 5361.234375
	Iteration 25Q: 3 clusters Score -5348934 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -5349044.000000 Penalty: 5361.234375
	Iteration 26Q: 3 clusters Score -5349044 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -5349201.500000 Penalty: 5361.234375
	Iteration 27Q: 3 clusters Score -5349202 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -5349430.500000 Penalty: 5361.234375
	Iteration 28Q: 3 clusters Score -5349430 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -5349708.500000 Penalty: 5361.234375
	Iteration 29Q: 3 clusters Score -5349708 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -5350025.000000 Penalty: 5361.234375
	Iteration 30Q: 3 clusters Score -5350025 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -5350273.000000 Penalty: 5361.234375
	Iteration 31Q: 3 clusters Score -5350273 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -5350461.000000 Penalty: 5361.234375
	Iteration 32Q: 3 clusters Score -5350461 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -5350581.000000 Penalty: 5361.234375
	Iteration 33Q: 3 clusters Score -5350581 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -5350667.500000 Penalty: 5361.234375
	Iteration 34Q: 3 clusters Score -5350668 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -5350734.000000 Penalty: 5361.234375
	Iteration 35Q: 3 clusters Score -5350734 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44631 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -5350773.000000 Penalty: 5361.234375
	Iteration 36Q: 3 clusters Score -5350773 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -5350798.000000 Penalty: 5361.234375
	Iteration 37Q: 3 clusters Score -5350798 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -5350828.000000 Penalty: 5361.234375
	Iteration 38Q: 3 clusters Score -5350828 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -5350840.500000 Penalty: 5361.234375
	Iteration 39Q: 3 clusters Score -5350840 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -5350846.500000 Penalty: 5361.234375
	Iteration 40F: 3 clusters Score -5350846 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -5350851.000000 Penalty: 5361.234375
	Iteration 41Q: 3 clusters Score -5350851 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -5350859.000000 Penalty: 5361.234375
	Iteration 42Q: 3 clusters Score -5350859 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -5350869.000000 Penalty: 5361.234375
	Iteration 43Q: 3 clusters Score -5350869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -5350866.000000 Penalty: 5361.234375
	Iteration 44Q: 3 clusters Score -5350866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45104 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -5350861.500000 Penalty: 5361.234375
	Iteration 45Q: 3 clusters Score -5350862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -5350864.500000 Penalty: 5361.234375
	Iteration 46Q: 3 clusters Score -5350864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -5350867.500000 Penalty: 5361.234375
	Iteration 47Q: 3 clusters Score -5350868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -5350872.000000 Penalty: 5361.234375
	Iteration 48Q: 3 clusters Score -5350872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -5350869.500000 Penalty: 5361.234375
	Iteration 49Q: 3 clusters Score -5350870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -5350874.000000 Penalty: 5361.234375
	Iteration 50Q: 3 clusters Score -5350874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45168 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -5350875.500000 Penalty: 5361.234375
	Iteration 51Q: 3 clusters Score -5350876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45171 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -5350874.500000 Penalty: 5361.234375
	Iteration 52Q: 3 clusters Score -5350874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45174 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -5350873.500000 Penalty: 5361.234375
	Iteration 53Q: 3 clusters Score -5350874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -5350877.000000 Penalty: 5361.234375
	Iteration 54Q: 3 clusters Score -5350877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -5350877.500000 Penalty: 5361.234375
	Iteration 55Q: 3 clusters Score -5350878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -5350876.000000 Penalty: 5361.234375
	Iteration 56Q: 3 clusters Score -5350876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45182 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -5350876.000000 Penalty: 5361.234375
	Iteration 57Q: 3 clusters Score -5350876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -5350874.000000 Penalty: 5361.234375
	Iteration 58Q: 3 clusters Score -5350874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -5350874.500000 Penalty: 5361.234375
	Iteration 59Q: 3 clusters Score -5350874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45186 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -5350876.500000 Penalty: 5361.234375
	Iteration 60F: 3 clusters Score -5350876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -5350880.500000 Penalty: 5361.234375
	Iteration 61Q: 3 clusters Score -5350880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -5350880.500000 Penalty: 5361.234375
	Iteration 62Q: 3 clusters Score -5350880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -5350881.000000 Penalty: 5361.234375
	Iteration 63Q: 3 clusters Score -5350881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -5350881.000000 Penalty: 5361.234375
	Iteration 64F: 3 clusters Score -5350881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 2727 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 17137 members 
Mstep: Class 7 contains 50206 members 
Mstep: Class 8 contains 11679 members 
Mstep: Class 9 contains 9259 members 
Mstep: Class 10 contains 30631 members 
Mstep: Class 11 contains 2547 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 9169 members 
Mstep: Class 14 contains 14716 members 
Mstep: Class 15 contains 3776 members 
Mstep: Class 16 contains 604 members 
Mstep: Class 17 contains 4548 members 
Mstep: Class 18 contains 13231 members 
Mstep: Class 19 contains 12534 members 
Mstep: Class 20 contains 5608 members 
Mstep: Class 21 contains 25862 members 
Mstep: Class 22 contains 29279 members 
Mstep: Class 23 contains 45192 members 
Mstep: Class 24 contains 37357 members 
Mstep: Class 25 contains 7055 members 
Mstep: Class 26 contains 40773 members 
Mstep: Class 27 contains 17438 members 
Mstep: Class 28 contains 3412 members 
Mstep: Class 29 contains 5619 members 
Mstep: Class 30 contains 91327 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14012 members 
Mstep: Class 33 contains 8606 members 
Mstep: Class 34 contains 22668 members 
Mstep: Class 35 contains 25466 members 
Mstep: Class 36 contains 1369 members 
Mstep: Class 37 contains 13834 members 
Mstep: Class 38 contains 8278 members 
Mstep: Class 39 contains 8718 members 
Mstep: Class 40 contains 871 members 
Mstep: Class 41 contains 742 members 
Mstep: Class 42 contains 15334 members 
Mstep: Class 43 contains 4269 members 
Entering Unmasked Estep 
Score: -64721284.000000 Penalty: 142705.328125
Splitting cluster 23 changes total score from -64707832.000000 to -64721284.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 24 (37357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Entering Unmasked Estep 
Score: -3701615.250000 Penalty: 2611.012207
	Iteration 0F: 2 clusters Score -3701615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -3676236.000000 Penalty: 5222.024414
	Iteration 0F: 3 clusters Score -3676236 nChanged 17206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -3685753.500000 Penalty: 5222.024414
	Iteration 1F: 3 clusters Score -3685754 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -3686479.250000 Penalty: 5222.024414
	Iteration 2F: 3 clusters Score -3686479 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -3687289.500000 Penalty: 5222.024414
	Iteration 3F: 3 clusters Score -3687290 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -3688147.000000 Penalty: 5222.024414
	Iteration 4Q: 3 clusters Score -3688147 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -3689040.000000 Penalty: 5222.024414
	Iteration 5F: 3 clusters Score -3689040 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -3689916.500000 Penalty: 5222.024414
	Iteration 6F: 3 clusters Score -3689916 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -3690788.750000 Penalty: 5222.024414
	Iteration 7Q: 3 clusters Score -3690789 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -3691618.500000 Penalty: 5222.024414
	Iteration 8Q: 3 clusters Score -3691618 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -3692360.250000 Penalty: 5222.024414
	Iteration 9Q: 3 clusters Score -3692360 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -3693089.750000 Penalty: 5222.024414
	Iteration 10Q: 3 clusters Score -3693090 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -3693919.000000 Penalty: 5222.024414
	Iteration 11Q: 3 clusters Score -3693919 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -3694688.000000 Penalty: 5222.024414
	Iteration 12Q: 3 clusters Score -3694688 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -3695362.750000 Penalty: 5222.024414
	Iteration 13Q: 3 clusters Score -3695363 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -3695877.500000 Penalty: 5222.024414
	Iteration 14Q: 3 clusters Score -3695878 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -3696267.250000 Penalty: 5222.024414
	Iteration 15Q: 3 clusters Score -3696267 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -3696578.500000 Penalty: 5222.024414
	Iteration 16Q: 3 clusters Score -3696578 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -3696807.750000 Penalty: 5222.024414
	Iteration 17Q: 3 clusters Score -3696808 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -3697020.000000 Penalty: 5222.024414
	Iteration 18Q: 3 clusters Score -3697020 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -3697232.250000 Penalty: 5222.024414
	Iteration 19Q: 3 clusters Score -3697232 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -3697430.750000 Penalty: 5222.024414
	Iteration 20F: 3 clusters Score -3697431 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -3697655.750000 Penalty: 5222.024414
	Iteration 21Q: 3 clusters Score -3697656 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -3697874.000000 Penalty: 5222.024414
	Iteration 22Q: 3 clusters Score -3697874 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -3698090.750000 Penalty: 5222.024414
	Iteration 23Q: 3 clusters Score -3698091 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -3698338.750000 Penalty: 5222.024414
	Iteration 24Q: 3 clusters Score -3698339 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -3698541.500000 Penalty: 5222.024414
	Iteration 25Q: 3 clusters Score -3698542 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -3698725.250000 Penalty: 5222.024414
	Iteration 26Q: 3 clusters Score -3698725 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -3698914.500000 Penalty: 5222.024414
	Iteration 27Q: 3 clusters Score -3698914 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -3699077.000000 Penalty: 5222.024414
	Iteration 28Q: 3 clusters Score -3699077 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -3699253.000000 Penalty: 5222.024414
	Iteration 29Q: 3 clusters Score -3699253 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -3699384.000000 Penalty: 5222.024414
	Iteration 30Q: 3 clusters Score -3699384 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -3699526.500000 Penalty: 5222.024414
	Iteration 31Q: 3 clusters Score -3699526 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -3699643.500000 Penalty: 5222.024414
	Iteration 32Q: 3 clusters Score -3699644 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -3699743.500000 Penalty: 5222.024414
	Iteration 33Q: 3 clusters Score -3699744 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -3699814.250000 Penalty: 5222.024414
	Iteration 34Q: 3 clusters Score -3699814 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -3699885.750000 Penalty: 5222.024414
	Iteration 35Q: 3 clusters Score -3699886 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3699932.500000 Penalty: 5222.024414
	Iteration 36Q: 3 clusters Score -3699932 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3699977.750000 Penalty: 5222.024414
	Iteration 37Q: 3 clusters Score -3699978 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3700007.250000 Penalty: 5222.024414
	Iteration 38Q: 3 clusters Score -3700007 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3700032.000000 Penalty: 5222.024414
	Iteration 39Q: 3 clusters Score -3700032 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3700056.000000 Penalty: 5222.024414
	Iteration 40F: 3 clusters Score -3700056 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3700071.500000 Penalty: 5222.024414
	Iteration 41Q: 3 clusters Score -3700072 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3700080.250000 Penalty: 5222.024414
	Iteration 42Q: 3 clusters Score -3700080 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3700090.250000 Penalty: 5222.024414
	Iteration 43Q: 3 clusters Score -3700090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3700100.250000 Penalty: 5222.024414
	Iteration 44Q: 3 clusters Score -3700100 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3700104.250000 Penalty: 5222.024414
	Iteration 45Q: 3 clusters Score -3700104 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3700117.750000 Penalty: 5222.024414
	Iteration 46Q: 3 clusters Score -3700118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3700109.000000 Penalty: 5222.024414
	Iteration 47Q: 3 clusters Score -3700109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3700116.250000 Penalty: 5222.024414
	Iteration 48Q: 3 clusters Score -3700116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3700121.250000 Penalty: 5222.024414
	Iteration 49Q: 3 clusters Score -3700121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3700117.000000 Penalty: 5222.024414
	Iteration 50Q: 3 clusters Score -3700117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3700132.500000 Penalty: 5222.024414
	Iteration 51Q: 3 clusters Score -3700132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3700133.250000 Penalty: 5222.024414
	Iteration 52Q: 3 clusters Score -3700133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3700136.500000 Penalty: 5222.024414
	Iteration 53Q: 3 clusters Score -3700136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3700136.500000 Penalty: 5222.024414
	Iteration 54Q: 3 clusters Score -3700136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3700137.500000 Penalty: 5222.024414
	Iteration 55Q: 3 clusters Score -3700138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3700134.000000 Penalty: 5222.024414
	Iteration 56Q: 3 clusters Score -3700134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3700144.750000 Penalty: 5222.024414
	Iteration 57Q: 3 clusters Score -3700145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3700143.250000 Penalty: 5222.024414
	Iteration 58Q: 3 clusters Score -3700143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3700144.250000 Penalty: 5222.024414
	Iteration 59Q: 3 clusters Score -3700144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3700144.750000 Penalty: 5222.024414
	Iteration 60F: 3 clusters Score -3700145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3700150.500000 Penalty: 5222.024414
	Iteration 61Q: 3 clusters Score -3700150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3700146.000000 Penalty: 5222.024414
	Iteration 62Q: 3 clusters Score -3700146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3700147.500000 Penalty: 5222.024414
	Iteration 63Q: 3 clusters Score -3700148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3700151.750000 Penalty: 5222.024414
	Iteration 64Q: 3 clusters Score -3700152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3700155.500000 Penalty: 5222.024414
	Iteration 65Q: 3 clusters Score -3700156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3700156.750000 Penalty: 5222.024414
	Iteration 66Q: 3 clusters Score -3700157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3700158.250000 Penalty: 5222.024414
	Iteration 67Q: 3 clusters Score -3700158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3700157.750000 Penalty: 5222.024414
	Iteration 68Q: 3 clusters Score -3700158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3700162.750000 Penalty: 5222.024414
	Iteration 69Q: 3 clusters Score -3700163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3700165.750000 Penalty: 5222.024414
	Iteration 70Q: 3 clusters Score -3700166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3700162.500000 Penalty: 5222.024414
	Iteration 71Q: 3 clusters Score -3700162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3700168.500000 Penalty: 5222.024414
	Iteration 72Q: 3 clusters Score -3700168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3700163.250000 Penalty: 5222.024414
	Iteration 73Q: 3 clusters Score -3700163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3700169.250000 Penalty: 5222.024414
	Iteration 74Q: 3 clusters Score -3700169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3700168.250000 Penalty: 5222.024414
	Iteration 75Q: 3 clusters Score -3700168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3700173.500000 Penalty: 5222.024414
	Iteration 76Q: 3 clusters Score -3700174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3700170.500000 Penalty: 5222.024414
	Iteration 77Q: 3 clusters Score -3700170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3700171.750000 Penalty: 5222.024414
	Iteration 78Q: 3 clusters Score -3700172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3700171.000000 Penalty: 5222.024414
	Iteration 79Q: 3 clusters Score -3700171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3700171.000000 Penalty: 5222.024414
	Iteration 80F: 3 clusters Score -3700171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Entering Unmasked Estep 
Score: -738344.250000 Penalty: 2197.650146
	Iteration 0F: 2 clusters Score -738344.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -732470.062500 Penalty: 4395.300293
	Iteration 0F: 3 clusters Score -732470.1 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -734146.500000 Penalty: 4395.300293
	Iteration 1F: 3 clusters Score -734146.5 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -734524.562500 Penalty: 4395.300293
	Iteration 2F: 3 clusters Score -734524.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -734791.000000 Penalty: 4395.300293
	Iteration 3F: 3 clusters Score -734791 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -735007.437500 Penalty: 4395.300293
	Iteration 4F: 3 clusters Score -735007.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -735210.812500 Penalty: 4395.300293
	Iteration 5Q: 3 clusters Score -735210.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -735432.250000 Penalty: 4395.300293
	Iteration 6Q: 3 clusters Score -735432.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -735653.687500 Penalty: 4395.300293
	Iteration 7Q: 3 clusters Score -735653.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -735844.437500 Penalty: 4395.300293
	Iteration 8Q: 3 clusters Score -735844.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -736030.062500 Penalty: 4395.300293
	Iteration 9Q: 3 clusters Score -736030.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -736260.687500 Penalty: 4395.300293
	Iteration 10Q: 3 clusters Score -736260.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -736563.500000 Penalty: 4395.300293
	Iteration 11Q: 3 clusters Score -736563.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -736885.125000 Penalty: 4395.300293
	Iteration 12Q: 3 clusters Score -736885.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -737219.562500 Penalty: 4395.300293
	Iteration 13Q: 3 clusters Score -737219.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -737531.687500 Penalty: 4395.300293
	Iteration 14Q: 3 clusters Score -737531.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -737718.875000 Penalty: 4395.300293
	Iteration 15Q: 3 clusters Score -737718.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -737802.125000 Penalty: 4395.300293
	Iteration 16Q: 3 clusters Score -737802.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -737831.375000 Penalty: 4395.300293
	Iteration 17Q: 3 clusters Score -737831.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -737843.125000 Penalty: 4395.300293
	Iteration 18Q: 3 clusters Score -737843.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -737851.750000 Penalty: 4395.300293
	Iteration 19Q: 3 clusters Score -737851.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -737856.125000 Penalty: 4395.300293
	Iteration 20F: 3 clusters Score -737856.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -737857.125000 Penalty: 4395.300293
	Iteration 21Q: 3 clusters Score -737857.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -737859.687500 Penalty: 4395.300293
	Iteration 22Q: 3 clusters Score -737859.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -737863.625000 Penalty: 4395.300293
	Iteration 23Q: 3 clusters Score -737863.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -737864.187500 Penalty: 4395.300293
	Iteration 24Q: 3 clusters Score -737864.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -737862.750000 Penalty: 4395.300293
	Iteration 25Q: 3 clusters Score -737862.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -737864.562500 Penalty: 4395.300293
	Iteration 26Q: 3 clusters Score -737864.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -737865.875000 Penalty: 4395.300293
	Iteration 27Q: 3 clusters Score -737865.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -737865.250000 Penalty: 4395.300293
	Iteration 28Q: 3 clusters Score -737865.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -737865.875000 Penalty: 4395.300293
	Iteration 29Q: 3 clusters Score -737865.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -737866.000000 Penalty: 4395.300293
	Iteration 30Q: 3 clusters Score -737866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -737866.000000 Penalty: 4395.300293
	Iteration 31F: 3 clusters Score -737866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (40773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Entering Unmasked Estep 
Score: -4411078.500000 Penalty: 2632.712158
	Iteration 0F: 2 clusters Score -4411078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -4383572.000000 Penalty: 5265.424316
	Iteration 0F: 3 clusters Score -4383572 nChanged 18681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -4394154.000000 Penalty: 5265.424316
	Iteration 1F: 3 clusters Score -4394154 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -4395004.500000 Penalty: 5265.424316
	Iteration 2F: 3 clusters Score -4395004 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -4395999.500000 Penalty: 5265.424316
	Iteration 3F: 3 clusters Score -4396000 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -4397319.500000 Penalty: 5265.424316
	Iteration 4F: 3 clusters Score -4397320 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -4399089.000000 Penalty: 5265.424316
	Iteration 5F: 3 clusters Score -4399089 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -4401278.500000 Penalty: 5265.424316
	Iteration 6F: 3 clusters Score -4401278 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -4403851.500000 Penalty: 5265.424316
	Iteration 7F: 3 clusters Score -4403852 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -4406488.500000 Penalty: 5265.424316
	Iteration 8F: 3 clusters Score -4406488 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -4408332.000000 Penalty: 5265.424316
	Iteration 9Q: 3 clusters Score -4408332 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -4409091.500000 Penalty: 5265.424316
	Iteration 10Q: 3 clusters Score -4409092 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -4409342.000000 Penalty: 5265.424316
	Iteration 11Q: 3 clusters Score -4409342 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -4409457.500000 Penalty: 5265.424316
	Iteration 12Q: 3 clusters Score -4409458 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -4409506.500000 Penalty: 5265.424316
	Iteration 13Q: 3 clusters Score -4409506 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -4409555.000000 Penalty: 5265.424316
	Iteration 14Q: 3 clusters Score -4409555 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -4409553.000000 Penalty: 5265.424316
	Iteration 15Q: 3 clusters Score -4409553 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -4409565.500000 Penalty: 5265.424316
	Iteration 16Q: 3 clusters Score -4409566 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -4409583.000000 Penalty: 5265.424316
	Iteration 17Q: 3 clusters Score -4409583 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -4409583.000000 Penalty: 5265.424316
	Iteration 18Q: 3 clusters Score -4409583 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -4409590.000000 Penalty: 5265.424316
	Iteration 19Q: 3 clusters Score -4409590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -4409588.500000 Penalty: 5265.424316
	Iteration 20F: 3 clusters Score -4409588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -4409592.500000 Penalty: 5265.424316
	Iteration 21Q: 3 clusters Score -4409592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -4409605.000000 Penalty: 5265.424316
	Iteration 22Q: 3 clusters Score -4409605 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -4409610.500000 Penalty: 5265.424316
	Iteration 23Q: 3 clusters Score -4409610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -4409608.000000 Penalty: 5265.424316
	Iteration 24Q: 3 clusters Score -4409608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -4409606.500000 Penalty: 5265.424316
	Iteration 25Q: 3 clusters Score -4409606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -4409601.500000 Penalty: 5265.424316
	Iteration 26Q: 3 clusters Score -4409602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -4409602.500000 Penalty: 5265.424316
	Iteration 27Q: 3 clusters Score -4409602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -4409605.500000 Penalty: 5265.424316
	Iteration 28Q: 3 clusters Score -4409606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -4409601.500000 Penalty: 5265.424316
	Iteration 29Q: 3 clusters Score -4409602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -4409599.000000 Penalty: 5265.424316
	Iteration 30Q: 3 clusters Score -4409599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -4409601.000000 Penalty: 5265.424316
	Iteration 31Q: 3 clusters Score -4409601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -4409597.000000 Penalty: 5265.424316
	Iteration 32Q: 3 clusters Score -4409597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -4409598.500000 Penalty: 5265.424316
	Iteration 33Q: 3 clusters Score -4409598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -4409593.500000 Penalty: 5265.424316
	Iteration 34Q: 3 clusters Score -4409594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -4409595.000000 Penalty: 5265.424316
	Iteration 35Q: 3 clusters Score -4409595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -4409595.000000 Penalty: 5265.424316
	Iteration 36Q: 3 clusters Score -4409595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -4409593.000000 Penalty: 5265.424316
	Iteration 37Q: 3 clusters Score -4409593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -4409593.000000 Penalty: 5265.424316
	Iteration 38F: 3 clusters Score -4409593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Entering Unmasked Estep 
Score: -1895214.875000 Penalty: 2422.068848
	Iteration 0F: 2 clusters Score -1895215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1882814.250000 Penalty: 4844.137695
	Iteration 0F: 3 clusters Score -1882814 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1887002.125000 Penalty: 4844.137695
	Iteration 1F: 3 clusters Score -1887002 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1887670.375000 Penalty: 4844.137695
	Iteration 2F: 3 clusters Score -1887670 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1888349.375000 Penalty: 4844.137695
	Iteration 3F: 3 clusters Score -1888349 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1889149.125000 Penalty: 4844.137695
	Iteration 4F: 3 clusters Score -1889149 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1890040.000000 Penalty: 4844.137695
	Iteration 5F: 3 clusters Score -1890040 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1890980.000000 Penalty: 4844.137695
	Iteration 6F: 3 clusters Score -1890980 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1891844.250000 Penalty: 4844.137695
	Iteration 7F: 3 clusters Score -1891844 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1892495.000000 Penalty: 4844.137695
	Iteration 8Q: 3 clusters Score -1892495 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1892885.125000 Penalty: 4844.137695
	Iteration 9Q: 3 clusters Score -1892885 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1893082.750000 Penalty: 4844.137695
	Iteration 10Q: 3 clusters Score -1893083 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1893196.875000 Penalty: 4844.137695
	Iteration 11Q: 3 clusters Score -1893197 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1893261.250000 Penalty: 4844.137695
	Iteration 12Q: 3 clusters Score -1893261 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1893303.875000 Penalty: 4844.137695
	Iteration 13Q: 3 clusters Score -1893304 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1893332.375000 Penalty: 4844.137695
	Iteration 14Q: 3 clusters Score -1893332 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1893359.375000 Penalty: 4844.137695
	Iteration 15Q: 3 clusters Score -1893359 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1893376.500000 Penalty: 4844.137695
	Iteration 16Q: 3 clusters Score -1893376 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1893396.250000 Penalty: 4844.137695
	Iteration 17Q: 3 clusters Score -1893396 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1893406.375000 Penalty: 4844.137695
	Iteration 18Q: 3 clusters Score -1893406 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1893423.750000 Penalty: 4844.137695
	Iteration 19Q: 3 clusters Score -1893424 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1893436.750000 Penalty: 4844.137695
	Iteration 20F: 3 clusters Score -1893437 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1893458.125000 Penalty: 4844.137695
	Iteration 21Q: 3 clusters Score -1893458 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1893469.125000 Penalty: 4844.137695
	Iteration 22Q: 3 clusters Score -1893469 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1893484.000000 Penalty: 4844.137695
	Iteration 23Q: 3 clusters Score -1893484 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1893497.000000 Penalty: 4844.137695
	Iteration 24Q: 3 clusters Score -1893497 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1893513.625000 Penalty: 4844.137695
	Iteration 25Q: 3 clusters Score -1893514 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1893529.125000 Penalty: 4844.137695
	Iteration 26Q: 3 clusters Score -1893529 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1893555.250000 Penalty: 4844.137695
	Iteration 27Q: 3 clusters Score -1893555 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1893582.250000 Penalty: 4844.137695
	Iteration 28Q: 3 clusters Score -1893582 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1893617.875000 Penalty: 4844.137695
	Iteration 29Q: 3 clusters Score -1893618 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1893664.250000 Penalty: 4844.137695
	Iteration 30Q: 3 clusters Score -1893664 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1893739.125000 Penalty: 4844.137695
	Iteration 31Q: 3 clusters Score -1893739 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1893854.375000 Penalty: 4844.137695
	Iteration 32Q: 3 clusters Score -1893854 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1894017.375000 Penalty: 4844.137695
	Iteration 33Q: 3 clusters Score -1894017 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1894266.375000 Penalty: 4844.137695
	Iteration 34Q: 3 clusters Score -1894266 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1894590.500000 Penalty: 4844.137695
	Iteration 35Q: 3 clusters Score -1894590 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1894964.625000 Penalty: 4844.137695
	Iteration 36Q: 3 clusters Score -1894965 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1895304.500000 Penalty: 4844.137695
	Iteration 37Q: 3 clusters Score -1895304 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1895529.000000 Penalty: 4844.137695
	Iteration 38Q: 3 clusters Score -1895529 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1895700.250000 Penalty: 4844.137695
	Iteration 39Q: 3 clusters Score -1895700 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1895814.125000 Penalty: 4844.137695
	Iteration 40F: 3 clusters Score -1895814 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1895882.750000 Penalty: 4844.137695
	Iteration 41Q: 3 clusters Score -1895883 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1895958.500000 Penalty: 4844.137695
	Iteration 42Q: 3 clusters Score -1895958 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1896037.125000 Penalty: 4844.137695
	Iteration 43Q: 3 clusters Score -1896037 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1896141.125000 Penalty: 4844.137695
	Iteration 44Q: 3 clusters Score -1896141 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1896269.000000 Penalty: 4844.137695
	Iteration 45Q: 3 clusters Score -1896269 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1896335.125000 Penalty: 4844.137695
	Iteration 46Q: 3 clusters Score -1896335 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1896369.375000 Penalty: 4844.137695
	Iteration 47Q: 3 clusters Score -1896369 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1896386.500000 Penalty: 4844.137695
	Iteration 48Q: 3 clusters Score -1896386 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1896397.500000 Penalty: 4844.137695
	Iteration 49Q: 3 clusters Score -1896398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1896393.875000 Penalty: 4844.137695
	Iteration 50Q: 3 clusters Score -1896394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1896396.000000 Penalty: 4844.137695
	Iteration 51Q: 3 clusters Score -1896396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1896399.625000 Penalty: 4844.137695
	Iteration 52Q: 3 clusters Score -1896400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1896399.375000 Penalty: 4844.137695
	Iteration 53Q: 3 clusters Score -1896399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1896403.500000 Penalty: 4844.137695
	Iteration 54Q: 3 clusters Score -1896404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1896406.375000 Penalty: 4844.137695
	Iteration 55Q: 3 clusters Score -1896406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1896406.500000 Penalty: 4844.137695
	Iteration 56Q: 3 clusters Score -1896406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1896404.000000 Penalty: 4844.137695
	Iteration 57Q: 3 clusters Score -1896404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1896406.125000 Penalty: 4844.137695
	Iteration 58Q: 3 clusters Score -1896406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1896406.125000 Penalty: 4844.137695
	Iteration 59F: 3 clusters Score -1896406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 2727 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 17137 members 
Mstep: Class 7 contains 50206 members 
Mstep: Class 8 contains 11679 members 
Mstep: Class 9 contains 9259 members 
Mstep: Class 10 contains 30631 members 
Mstep: Class 11 contains 2547 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 9169 members 
Mstep: Class 14 contains 14716 members 
Mstep: Class 15 contains 3776 members 
Mstep: Class 16 contains 604 members 
Mstep: Class 17 contains 4548 members 
Mstep: Class 18 contains 13231 members 
Mstep: Class 19 contains 12534 members 
Mstep: Class 20 contains 5608 members 
Mstep: Class 21 contains 25862 members 
Mstep: Class 22 contains 29279 members 
Mstep: Class 23 contains 45192 members 
Mstep: Class 24 contains 37357 members 
Mstep: Class 25 contains 7055 members 
Mstep: Class 26 contains 40773 members 
Mstep: Class 27 contains 4768 members 
Mstep: Class 28 contains 3412 members 
Mstep: Class 29 contains 5619 members 
Mstep: Class 30 contains 91327 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14012 members 
Mstep: Class 33 contains 8606 members 
Mstep: Class 34 contains 22668 members 
Mstep: Class 35 contains 25466 members 
Mstep: Class 36 contains 1369 members 
Mstep: Class 37 contains 13834 members 
Mstep: Class 38 contains 8278 members 
Mstep: Class 39 contains 8718 members 
Mstep: Class 40 contains 871 members 
Mstep: Class 41 contains 742 members 
Mstep: Class 42 contains 15334 members 
Mstep: Class 43 contains 4269 members 
Mstep: Class 44 contains 12670 members 
Entering Unmasked Estep 
Score: -64721532.000000 Penalty: 146024.062500
Splitting cluster 27 changes total score from -64707832.000000 to -64721532.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 28 (3412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Entering Unmasked Estep 
Score: -334383.593750 Penalty: 2017.493286
	Iteration 0F: 2 clusters Score -334383.6 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 1683 members 
Entering Unmasked Estep 
Score: -330928.937500 Penalty: 4034.986572
	Iteration 0F: 3 clusters Score -330928.9 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -331771.281250 Penalty: 4034.986572
	Iteration 1F: 3 clusters Score -331771.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -332057.437500 Penalty: 4034.986572
	Iteration 2F: 3 clusters Score -332057.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -332285.125000 Penalty: 4034.986572
	Iteration 3F: 3 clusters Score -332285.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -332475.906250 Penalty: 4034.986572
	Iteration 4F: 3 clusters Score -332475.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -332623.437500 Penalty: 4034.986572
	Iteration 5Q: 3 clusters Score -332623.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -332746.531250 Penalty: 4034.986572
	Iteration 6Q: 3 clusters Score -332746.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -332825.906250 Penalty: 4034.986572
	Iteration 7Q: 3 clusters Score -332825.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -332900.562500 Penalty: 4034.986572
	Iteration 8Q: 3 clusters Score -332900.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -332952.281250 Penalty: 4034.986572
	Iteration 9Q: 3 clusters Score -332952.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -332987.437500 Penalty: 4034.986572
	Iteration 10Q: 3 clusters Score -332987.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -333012.187500 Penalty: 4034.986572
	Iteration 11Q: 3 clusters Score -333012.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -333033.468750 Penalty: 4034.986572
	Iteration 12Q: 3 clusters Score -333033.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -333054.250000 Penalty: 4034.986572
	Iteration 13Q: 3 clusters Score -333054.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -333067.218750 Penalty: 4034.986572
	Iteration 14Q: 3 clusters Score -333067.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -333079.406250 Penalty: 4034.986572
	Iteration 15Q: 3 clusters Score -333079.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -333097.125000 Penalty: 4034.986572
	Iteration 16Q: 3 clusters Score -333097.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -333112.687500 Penalty: 4034.986572
	Iteration 17Q: 3 clusters Score -333112.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -333127.187500 Penalty: 4034.986572
	Iteration 18Q: 3 clusters Score -333127.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -333147.687500 Penalty: 4034.986572
	Iteration 19Q: 3 clusters Score -333147.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -333166.062500 Penalty: 4034.986572
	Iteration 20F: 3 clusters Score -333166.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -333181.343750 Penalty: 4034.986572
	Iteration 21Q: 3 clusters Score -333181.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -333189.531250 Penalty: 4034.986572
	Iteration 22Q: 3 clusters Score -333189.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -333199.187500 Penalty: 4034.986572
	Iteration 23Q: 3 clusters Score -333199.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -333208.593750 Penalty: 4034.986572
	Iteration 24Q: 3 clusters Score -333208.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -333219.468750 Penalty: 4034.986572
	Iteration 25Q: 3 clusters Score -333219.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -333229.375000 Penalty: 4034.986572
	Iteration 26Q: 3 clusters Score -333229.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -333238.031250 Penalty: 4034.986572
	Iteration 27Q: 3 clusters Score -333238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -333249.531250 Penalty: 4034.986572
	Iteration 28Q: 3 clusters Score -333249.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -333263.125000 Penalty: 4034.986572
	Iteration 29Q: 3 clusters Score -333263.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -333273.656250 Penalty: 4034.986572
	Iteration 30Q: 3 clusters Score -333273.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -333278.781250 Penalty: 4034.986572
	Iteration 31Q: 3 clusters Score -333278.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -333285.250000 Penalty: 4034.986572
	Iteration 32Q: 3 clusters Score -333285.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -333293.625000 Penalty: 4034.986572
	Iteration 33Q: 3 clusters Score -333293.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -333302.593750 Penalty: 4034.986572
	Iteration 34Q: 3 clusters Score -333302.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -333316.093750 Penalty: 4034.986572
	Iteration 35Q: 3 clusters Score -333316.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -333322.375000 Penalty: 4034.986572
	Iteration 36Q: 3 clusters Score -333322.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -333329.125000 Penalty: 4034.986572
	Iteration 37Q: 3 clusters Score -333329.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -333338.812500 Penalty: 4034.986572
	Iteration 38Q: 3 clusters Score -333338.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -333342.156250 Penalty: 4034.986572
	Iteration 39Q: 3 clusters Score -333342.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -333345.187500 Penalty: 4034.986572
	Iteration 40F: 3 clusters Score -333345.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -333347.781250 Penalty: 4034.986572
	Iteration 41Q: 3 clusters Score -333347.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -333350.437500 Penalty: 4034.986572
	Iteration 42Q: 3 clusters Score -333350.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -333350.750000 Penalty: 4034.986572
	Iteration 43Q: 3 clusters Score -333350.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -333351.281250 Penalty: 4034.986572
	Iteration 44Q: 3 clusters Score -333351.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -333351.281250 Penalty: 4034.986572
	Iteration 45F: 3 clusters Score -333351.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Entering Unmasked Estep 
Score: -497259.812500 Penalty: 2141.209473
	Iteration 0F: 2 clusters Score -497259.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -492403.437500 Penalty: 4282.418945
	Iteration 0F: 3 clusters Score -492403.4 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -493718.750000 Penalty: 4282.418945
	Iteration 1F: 3 clusters Score -493718.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -494049.500000 Penalty: 4282.418945
	Iteration 2F: 3 clusters Score -494049.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -494303.062500 Penalty: 4282.418945
	Iteration 3F: 3 clusters Score -494303.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -494508.687500 Penalty: 4282.418945
	Iteration 4F: 3 clusters Score -494508.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -494673.093750 Penalty: 4282.418945
	Iteration 5Q: 3 clusters Score -494673.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -494825.156250 Penalty: 4282.418945
	Iteration 6Q: 3 clusters Score -494825.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -494954.093750 Penalty: 4282.418945
	Iteration 7Q: 3 clusters Score -494954.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -495058.562500 Penalty: 4282.418945
	Iteration 8Q: 3 clusters Score -495058.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -495132.031250 Penalty: 4282.418945
	Iteration 9Q: 3 clusters Score -495132 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -495188.531250 Penalty: 4282.418945
	Iteration 10Q: 3 clusters Score -495188.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -495233.343750 Penalty: 4282.418945
	Iteration 11Q: 3 clusters Score -495233.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -495268.250000 Penalty: 4282.418945
	Iteration 12Q: 3 clusters Score -495268.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -495306.812500 Penalty: 4282.418945
	Iteration 13Q: 3 clusters Score -495306.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -495345.875000 Penalty: 4282.418945
	Iteration 14Q: 3 clusters Score -495345.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -495377.312500 Penalty: 4282.418945
	Iteration 15Q: 3 clusters Score -495377.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -495403.906250 Penalty: 4282.418945
	Iteration 16Q: 3 clusters Score -495403.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -495428.125000 Penalty: 4282.418945
	Iteration 17Q: 3 clusters Score -495428.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -495445.843750 Penalty: 4282.418945
	Iteration 18Q: 3 clusters Score -495445.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -495468.812500 Penalty: 4282.418945
	Iteration 19Q: 3 clusters Score -495468.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -495488.781250 Penalty: 4282.418945
	Iteration 20F: 3 clusters Score -495488.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -495499.812500 Penalty: 4282.418945
	Iteration 21Q: 3 clusters Score -495499.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -495515.031250 Penalty: 4282.418945
	Iteration 22Q: 3 clusters Score -495515 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -495530.062500 Penalty: 4282.418945
	Iteration 23Q: 3 clusters Score -495530.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -495543.875000 Penalty: 4282.418945
	Iteration 24Q: 3 clusters Score -495543.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -495558.406250 Penalty: 4282.418945
	Iteration 25Q: 3 clusters Score -495558.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -495568.500000 Penalty: 4282.418945
	Iteration 26Q: 3 clusters Score -495568.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -495575.906250 Penalty: 4282.418945
	Iteration 27Q: 3 clusters Score -495575.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -495588.312500 Penalty: 4282.418945
	Iteration 28Q: 3 clusters Score -495588.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -495604.031250 Penalty: 4282.418945
	Iteration 29Q: 3 clusters Score -495604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -495618.125000 Penalty: 4282.418945
	Iteration 30Q: 3 clusters Score -495618.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -495628.562500 Penalty: 4282.418945
	Iteration 31Q: 3 clusters Score -495628.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -495641.250000 Penalty: 4282.418945
	Iteration 32Q: 3 clusters Score -495641.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -495650.000000 Penalty: 4282.418945
	Iteration 33Q: 3 clusters Score -495650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -495660.906250 Penalty: 4282.418945
	Iteration 34Q: 3 clusters Score -495660.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -495672.625000 Penalty: 4282.418945
	Iteration 35Q: 3 clusters Score -495672.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -495684.937500 Penalty: 4282.418945
	Iteration 36Q: 3 clusters Score -495684.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -495701.375000 Penalty: 4282.418945
	Iteration 37Q: 3 clusters Score -495701.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -495718.281250 Penalty: 4282.418945
	Iteration 38Q: 3 clusters Score -495718.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -495729.125000 Penalty: 4282.418945
	Iteration 39Q: 3 clusters Score -495729.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -495739.062500 Penalty: 4282.418945
	Iteration 40F: 3 clusters Score -495739.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -495751.531250 Penalty: 4282.418945
	Iteration 41Q: 3 clusters Score -495751.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -495769.625000 Penalty: 4282.418945
	Iteration 42Q: 3 clusters Score -495769.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -495785.625000 Penalty: 4282.418945
	Iteration 43Q: 3 clusters Score -495785.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -495802.500000 Penalty: 4282.418945
	Iteration 44Q: 3 clusters Score -495802.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -495815.093750 Penalty: 4282.418945
	Iteration 45Q: 3 clusters Score -495815.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -495827.093750 Penalty: 4282.418945
	Iteration 46Q: 3 clusters Score -495827.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -495837.687500 Penalty: 4282.418945
	Iteration 47Q: 3 clusters Score -495837.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -495844.406250 Penalty: 4282.418945
	Iteration 48Q: 3 clusters Score -495844.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -495844.906250 Penalty: 4282.418945
	Iteration 49Q: 3 clusters Score -495844.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -495848.468750 Penalty: 4282.418945
	Iteration 50Q: 3 clusters Score -495848.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -495850.656250 Penalty: 4282.418945
	Iteration 51Q: 3 clusters Score -495850.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -495850.937500 Penalty: 4282.418945
	Iteration 52Q: 3 clusters Score -495850.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -495852.906250 Penalty: 4282.418945
	Iteration 53Q: 3 clusters Score -495852.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -495856.531250 Penalty: 4282.418945
	Iteration 54Q: 3 clusters Score -495856.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -495859.093750 Penalty: 4282.418945
	Iteration 55Q: 3 clusters Score -495859.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -495859.406250 Penalty: 4282.418945
	Iteration 56Q: 3 clusters Score -495859.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -495861.062500 Penalty: 4282.418945
	Iteration 57Q: 3 clusters Score -495861.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -495860.968750 Penalty: 4282.418945
	Iteration 58Q: 3 clusters Score -495861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -495860.375000 Penalty: 4282.418945
	Iteration 59Q: 3 clusters Score -495860.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -495862.125000 Penalty: 4282.418945
	Iteration 60F: 3 clusters Score -495862.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -495864.906250 Penalty: 4282.418945
	Iteration 61Q: 3 clusters Score -495864.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -495864.812500 Penalty: 4282.418945
	Iteration 62Q: 3 clusters Score -495864.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -495864.812500 Penalty: 4282.418945
	Iteration 63F: 3 clusters Score -495864.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (91327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91327 members 
Entering Unmasked Estep 
Score: -9959537.000000 Penalty: 2832.706055
	Iteration 0F: 2 clusters Score -9959537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45374 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -9898104.000000 Penalty: 5665.412109
	Iteration 0F: 3 clusters Score -9898104 nChanged 43297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 49212 members 
Entering Unmasked Estep 
Score: -9923163.000000 Penalty: 5665.412109
	Iteration 1F: 3 clusters Score -9923163 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 51358 members 
Entering Unmasked Estep 
Score: -9924420.000000 Penalty: 5665.412109
	Iteration 2Q: 3 clusters Score -9924420 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 54428 members 
Entering Unmasked Estep 
Score: -9926104.000000 Penalty: 5665.412109
	Iteration 3Q: 3 clusters Score -9926104 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 58844 members 
Entering Unmasked Estep 
Score: -9928741.000000 Penalty: 5665.412109
	Iteration 4F: 3 clusters Score -9928741 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 64877 members 
Entering Unmasked Estep 
Score: -9933286.000000 Penalty: 5665.412109
	Iteration 5F: 3 clusters Score -9933286 nChanged 7550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 72207 members 
Entering Unmasked Estep 
Score: -9939662.000000 Penalty: 5665.412109
	Iteration 6F: 3 clusters Score -9939662 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 79626 members 
Entering Unmasked Estep 
Score: -9946981.000000 Penalty: 5665.412109
	Iteration 7F: 3 clusters Score -9946981 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 85078 members 
Entering Unmasked Estep 
Score: -9952348.000000 Penalty: 5665.412109
	Iteration 8F: 3 clusters Score -9952348 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 88030 members 
Entering Unmasked Estep 
Score: -9955319.000000 Penalty: 5665.412109
	Iteration 9Q: 3 clusters Score -9955319 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 89316 members 
Entering Unmasked Estep 
Score: -9956814.000000 Penalty: 5665.412109
	Iteration 10Q: 3 clusters Score -9956814 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 89767 members 
Entering Unmasked Estep 
Score: -9957431.000000 Penalty: 5665.412109
	Iteration 11Q: 3 clusters Score -9957431 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 89940 members 
Entering Unmasked Estep 
Score: -9957783.000000 Penalty: 5665.412109
	Iteration 12Q: 3 clusters Score -9957783 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 90035 members 
Entering Unmasked Estep 
Score: -9957982.000000 Penalty: 5665.412109
	Iteration 13Q: 3 clusters Score -9957982 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 90092 members 
Entering Unmasked Estep 
Score: -9958132.000000 Penalty: 5665.412109
	Iteration 14Q: 3 clusters Score -9958132 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 90129 members 
Entering Unmasked Estep 
Score: -9958219.000000 Penalty: 5665.412109
	Iteration 15Q: 3 clusters Score -9958219 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 90167 members 
Entering Unmasked Estep 
Score: -9958307.000000 Penalty: 5665.412109
	Iteration 16Q: 3 clusters Score -9958307 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 90189 members 
Entering Unmasked Estep 
Score: -9958379.000000 Penalty: 5665.412109
	Iteration 17Q: 3 clusters Score -9958379 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 90197 members 
Entering Unmasked Estep 
Score: -9958435.000000 Penalty: 5665.412109
	Iteration 18Q: 3 clusters Score -9958435 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 90214 members 
Entering Unmasked Estep 
Score: -9958462.000000 Penalty: 5665.412109
	Iteration 19Q: 3 clusters Score -9958462 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 90226 members 
Entering Unmasked Estep 
Score: -9958491.000000 Penalty: 5665.412109
	Iteration 20F: 3 clusters Score -9958491 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 90234 members 
Entering Unmasked Estep 
Score: -9958510.000000 Penalty: 5665.412109
	Iteration 21Q: 3 clusters Score -9958510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 90235 members 
Entering Unmasked Estep 
Score: -9958540.000000 Penalty: 5665.412109
	Iteration 22Q: 3 clusters Score -9958540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 90235 members 
Entering Unmasked Estep 
Score: -9958546.000000 Penalty: 5665.412109
	Iteration 23Q: 3 clusters Score -9958546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 90229 members 
Entering Unmasked Estep 
Score: -9958552.000000 Penalty: 5665.412109
	Iteration 24Q: 3 clusters Score -9958552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 90224 members 
Entering Unmasked Estep 
Score: -9958564.000000 Penalty: 5665.412109
	Iteration 25Q: 3 clusters Score -9958564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 90219 members 
Entering Unmasked Estep 
Score: -9958556.000000 Penalty: 5665.412109
	Iteration 26Q: 3 clusters Score -9958556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 90215 members 
Entering Unmasked Estep 
Score: -9958557.000000 Penalty: 5665.412109
	Iteration 27Q: 3 clusters Score -9958557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 90208 members 
Entering Unmasked Estep 
Score: -9958564.000000 Penalty: 5665.412109
	Iteration 28Q: 3 clusters Score -9958564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 90206 members 
Entering Unmasked Estep 
Score: -9958568.000000 Penalty: 5665.412109
	Iteration 29Q: 3 clusters Score -9958568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 90206 members 
Entering Unmasked Estep 
Score: -9958569.000000 Penalty: 5665.412109
	Iteration 30Q: 3 clusters Score -9958569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 90207 members 
Entering Unmasked Estep 
Score: -9958564.000000 Penalty: 5665.412109
	Iteration 31Q: 3 clusters Score -9958564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 90207 members 
Entering Unmasked Estep 
Score: -9958564.000000 Penalty: 5665.412109
	Iteration 32F: 3 clusters Score -9958564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Entering Unmasked Estep 
Score: -107591.421875 Penalty: 1706.844604
	Iteration 0F: 2 clusters Score -107591.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -105638.085938 Penalty: 3413.689209
	Iteration 0F: 3 clusters Score -105638.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -105927.242188 Penalty: 3413.689209
	Iteration 1F: 3 clusters Score -105927.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -105995.546875 Penalty: 3413.689209
	Iteration 2F: 3 clusters Score -105995.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -106030.695312 Penalty: 3413.689209
	Iteration 3Q: 3 clusters Score -106030.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -106047.429688 Penalty: 3413.689209
	Iteration 4Q: 3 clusters Score -106047.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -106060.484375 Penalty: 3413.689209
	Iteration 5Q: 3 clusters Score -106060.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -106068.703125 Penalty: 3413.689209
	Iteration 6Q: 3 clusters Score -106068.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -106074.601562 Penalty: 3413.689209
	Iteration 7Q: 3 clusters Score -106074.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -106076.062500 Penalty: 3413.689209
	Iteration 8Q: 3 clusters Score -106076.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -106076.062500 Penalty: 3413.689209
	Iteration 9F: 3 clusters Score -106076.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Entering Unmasked Estep 
Score: -1543780.875000 Penalty: 2367.822021
	Iteration 0F: 2 clusters Score -1543781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1533530.875000 Penalty: 4735.644043
	Iteration 0F: 3 clusters Score -1533531 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1536656.000000 Penalty: 4735.644043
	Iteration 1F: 3 clusters Score -1536656 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1537019.000000 Penalty: 4735.644043
	Iteration 2F: 3 clusters Score -1537019 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1537289.375000 Penalty: 4735.644043
	Iteration 3Q: 3 clusters Score -1537289 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1537541.500000 Penalty: 4735.644043
	Iteration 4Q: 3 clusters Score -1537542 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1537823.625000 Penalty: 4735.644043
	Iteration 5Q: 3 clusters Score -1537824 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1538134.375000 Penalty: 4735.644043
	Iteration 6Q: 3 clusters Score -1538134 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1538515.000000 Penalty: 4735.644043
	Iteration 7Q: 3 clusters Score -1538515 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1539000.750000 Penalty: 4735.644043
	Iteration 8F: 3 clusters Score -1539001 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1539512.875000 Penalty: 4735.644043
	Iteration 9F: 3 clusters Score -1539513 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1540028.250000 Penalty: 4735.644043
	Iteration 10Q: 3 clusters Score -1540028 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1540522.750000 Penalty: 4735.644043
	Iteration 11Q: 3 clusters Score -1540523 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1540906.250000 Penalty: 4735.644043
	Iteration 12Q: 3 clusters Score -1540906 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1541191.500000 Penalty: 4735.644043
	Iteration 13Q: 3 clusters Score -1541192 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1541379.875000 Penalty: 4735.644043
	Iteration 14Q: 3 clusters Score -1541380 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1541512.500000 Penalty: 4735.644043
	Iteration 15Q: 3 clusters Score -1541512 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1541596.000000 Penalty: 4735.644043
	Iteration 16Q: 3 clusters Score -1541596 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1541664.000000 Penalty: 4735.644043
	Iteration 17Q: 3 clusters Score -1541664 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1541700.375000 Penalty: 4735.644043
	Iteration 18Q: 3 clusters Score -1541700 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1541729.250000 Penalty: 4735.644043
	Iteration 19Q: 3 clusters Score -1541729 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1541742.750000 Penalty: 4735.644043
	Iteration 20F: 3 clusters Score -1541743 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1541762.875000 Penalty: 4735.644043
	Iteration 21Q: 3 clusters Score -1541763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1541777.375000 Penalty: 4735.644043
	Iteration 22Q: 3 clusters Score -1541777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1541785.125000 Penalty: 4735.644043
	Iteration 23Q: 3 clusters Score -1541785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1541794.625000 Penalty: 4735.644043
	Iteration 24Q: 3 clusters Score -1541795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1541796.875000 Penalty: 4735.644043
	Iteration 25Q: 3 clusters Score -1541797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1541799.125000 Penalty: 4735.644043
	Iteration 26Q: 3 clusters Score -1541799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1541803.375000 Penalty: 4735.644043
	Iteration 27Q: 3 clusters Score -1541803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1541802.625000 Penalty: 4735.644043
	Iteration 28Q: 3 clusters Score -1541803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1541804.125000 Penalty: 4735.644043
	Iteration 29Q: 3 clusters Score -1541804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1541805.625000 Penalty: 4735.644043
	Iteration 30Q: 3 clusters Score -1541806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1541806.125000 Penalty: 4735.644043
	Iteration 31Q: 3 clusters Score -1541806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1541807.750000 Penalty: 4735.644043
	Iteration 32Q: 3 clusters Score -1541808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1541809.500000 Penalty: 4735.644043
	Iteration 33Q: 3 clusters Score -1541810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1541807.750000 Penalty: 4735.644043
	Iteration 34Q: 3 clusters Score -1541808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1541807.750000 Penalty: 4735.644043
	Iteration 35F: 3 clusters Score -1541808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Entering Unmasked Estep 
Score: -928798.625000 Penalty: 2246.933350
	Iteration 0F: 2 clusters Score -928798.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -921954.000000 Penalty: 4493.866699
	Iteration 0F: 3 clusters Score -921954 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -923825.312500 Penalty: 4493.866699
	Iteration 1F: 3 clusters Score -923825.3 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -924149.687500 Penalty: 4493.866699
	Iteration 2F: 3 clusters Score -924149.7 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -924454.312500 Penalty: 4493.866699
	Iteration 3F: 3 clusters Score -924454.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -924796.875000 Penalty: 4493.866699
	Iteration 4F: 3 clusters Score -924796.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -925234.812500 Penalty: 4493.866699
	Iteration 5F: 3 clusters Score -925234.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -925745.000000 Penalty: 4493.866699
	Iteration 6F: 3 clusters Score -925745 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -926265.000000 Penalty: 4493.866699
	Iteration 7F: 3 clusters Score -926265 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -926671.437500 Penalty: 4493.866699
	Iteration 8F: 3 clusters Score -926671.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -926936.937500 Penalty: 4493.866699
	Iteration 9Q: 3 clusters Score -926936.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -927125.625000 Penalty: 4493.866699
	Iteration 10Q: 3 clusters Score -927125.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -927252.437500 Penalty: 4493.866699
	Iteration 11Q: 3 clusters Score -927252.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -927329.062500 Penalty: 4493.866699
	Iteration 12Q: 3 clusters Score -927329.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -927385.687500 Penalty: 4493.866699
	Iteration 13Q: 3 clusters Score -927385.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -927437.687500 Penalty: 4493.866699
	Iteration 14Q: 3 clusters Score -927437.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -927474.000000 Penalty: 4493.866699
	Iteration 15Q: 3 clusters Score -927474 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -927495.062500 Penalty: 4493.866699
	Iteration 16Q: 3 clusters Score -927495.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -927512.687500 Penalty: 4493.866699
	Iteration 17Q: 3 clusters Score -927512.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -927530.125000 Penalty: 4493.866699
	Iteration 18Q: 3 clusters Score -927530.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -927538.375000 Penalty: 4493.866699
	Iteration 19Q: 3 clusters Score -927538.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -927544.250000 Penalty: 4493.866699
	Iteration 20F: 3 clusters Score -927544.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -927551.812500 Penalty: 4493.866699
	Iteration 21Q: 3 clusters Score -927551.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -927558.000000 Penalty: 4493.866699
	Iteration 22Q: 3 clusters Score -927558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -927563.812500 Penalty: 4493.866699
	Iteration 23Q: 3 clusters Score -927563.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -927561.875000 Penalty: 4493.866699
	Iteration 24Q: 3 clusters Score -927561.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -927565.562500 Penalty: 4493.866699
	Iteration 25Q: 3 clusters Score -927565.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -927566.375000 Penalty: 4493.866699
	Iteration 26Q: 3 clusters Score -927566.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -927568.375000 Penalty: 4493.866699
	Iteration 27Q: 3 clusters Score -927568.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -927569.625000 Penalty: 4493.866699
	Iteration 28Q: 3 clusters Score -927569.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -927574.375000 Penalty: 4493.866699
	Iteration 29Q: 3 clusters Score -927574.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -927574.625000 Penalty: 4493.866699
	Iteration 30Q: 3 clusters Score -927574.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -927575.562500 Penalty: 4493.866699
	Iteration 31Q: 3 clusters Score -927575.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -927575.062500 Penalty: 4493.866699
	Iteration 32Q: 3 clusters Score -927575.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -927575.062500 Penalty: 4493.866699
	Iteration 33F: 3 clusters Score -927575.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (22668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Entering Unmasked Estep 
Score: -2143011.000000 Penalty: 2487.119873
	Iteration 0F: 2 clusters Score -2143011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2127287.500000 Penalty: 4974.239746
	Iteration 0F: 3 clusters Score -2127288 nChanged 10044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -2133045.500000 Penalty: 4974.239746
	Iteration 1F: 3 clusters Score -2133046 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2133995.500000 Penalty: 4974.239746
	Iteration 2F: 3 clusters Score -2133996 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -2135265.500000 Penalty: 4974.239746
	Iteration 3F: 3 clusters Score -2135266 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2136802.250000 Penalty: 4974.239746
	Iteration 4F: 3 clusters Score -2136802 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -2138226.500000 Penalty: 4974.239746
	Iteration 5F: 3 clusters Score -2138226 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2139185.750000 Penalty: 4974.239746
	Iteration 6F: 3 clusters Score -2139186 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2139756.750000 Penalty: 4974.239746
	Iteration 7Q: 3 clusters Score -2139757 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2140155.500000 Penalty: 4974.239746
	Iteration 8Q: 3 clusters Score -2140156 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -2140413.250000 Penalty: 4974.239746
	Iteration 9Q: 3 clusters Score -2140413 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2140621.250000 Penalty: 4974.239746
	Iteration 10Q: 3 clusters Score -2140621 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2140779.750000 Penalty: 4974.239746
	Iteration 11Q: 3 clusters Score -2140780 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2140901.750000 Penalty: 4974.239746
	Iteration 12Q: 3 clusters Score -2140902 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2141006.500000 Penalty: 4974.239746
	Iteration 13Q: 3 clusters Score -2141006 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2141089.750000 Penalty: 4974.239746
	Iteration 14Q: 3 clusters Score -2141090 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2141177.000000 Penalty: 4974.239746
	Iteration 15Q: 3 clusters Score -2141177 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2141257.000000 Penalty: 4974.239746
	Iteration 16Q: 3 clusters Score -2141257 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2141343.250000 Penalty: 4974.239746
	Iteration 17Q: 3 clusters Score -2141343 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2141408.250000 Penalty: 4974.239746
	Iteration 18Q: 3 clusters Score -2141408 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2141477.750000 Penalty: 4974.239746
	Iteration 19Q: 3 clusters Score -2141478 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2141556.000000 Penalty: 4974.239746
	Iteration 20F: 3 clusters Score -2141556 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2141600.500000 Penalty: 4974.239746
	Iteration 21Q: 3 clusters Score -2141600 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2141644.750000 Penalty: 4974.239746
	Iteration 22Q: 3 clusters Score -2141645 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -2141694.500000 Penalty: 4974.239746
	Iteration 23Q: 3 clusters Score -2141694 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2141730.000000 Penalty: 4974.239746
	Iteration 24Q: 3 clusters Score -2141730 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2141785.250000 Penalty: 4974.239746
	Iteration 25Q: 3 clusters Score -2141785 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -2141820.250000 Penalty: 4974.239746
	Iteration 26Q: 3 clusters Score -2141820 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -2141864.250000 Penalty: 4974.239746
	Iteration 27Q: 3 clusters Score -2141864 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -2141907.250000 Penalty: 4974.239746
	Iteration 28Q: 3 clusters Score -2141907 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2141946.000000 Penalty: 4974.239746
	Iteration 29Q: 3 clusters Score -2141946 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -2141984.500000 Penalty: 4974.239746
	Iteration 30Q: 3 clusters Score -2141984 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -2142031.250000 Penalty: 4974.239746
	Iteration 31Q: 3 clusters Score -2142031 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2142075.250000 Penalty: 4974.239746
	Iteration 32Q: 3 clusters Score -2142075 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -2142117.000000 Penalty: 4974.239746
	Iteration 33Q: 3 clusters Score -2142117 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2142155.500000 Penalty: 4974.239746
	Iteration 34Q: 3 clusters Score -2142156 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -2142212.750000 Penalty: 4974.239746
	Iteration 35Q: 3 clusters Score -2142213 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2142266.500000 Penalty: 4974.239746
	Iteration 36Q: 3 clusters Score -2142266 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2142299.250000 Penalty: 4974.239746
	Iteration 37Q: 3 clusters Score -2142299 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -2142325.250000 Penalty: 4974.239746
	Iteration 38Q: 3 clusters Score -2142325 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -2142348.750000 Penalty: 4974.239746
	Iteration 39Q: 3 clusters Score -2142349 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2142373.000000 Penalty: 4974.239746
	Iteration 40F: 3 clusters Score -2142373 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2142389.250000 Penalty: 4974.239746
	Iteration 41Q: 3 clusters Score -2142389 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -2142439.500000 Penalty: 4974.239746
	Iteration 42Q: 3 clusters Score -2142440 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -2142467.500000 Penalty: 4974.239746
	Iteration 43Q: 3 clusters Score -2142468 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2142508.000000 Penalty: 4974.239746
	Iteration 44Q: 3 clusters Score -2142508 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2142536.000000 Penalty: 4974.239746
	Iteration 45Q: 3 clusters Score -2142536 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2142553.000000 Penalty: 4974.239746
	Iteration 46Q: 3 clusters Score -2142553 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -2142584.500000 Penalty: 4974.239746
	Iteration 47Q: 3 clusters Score -2142584 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2142608.250000 Penalty: 4974.239746
	Iteration 48Q: 3 clusters Score -2142608 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2142624.500000 Penalty: 4974.239746
	Iteration 49Q: 3 clusters Score -2142624 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2142639.500000 Penalty: 4974.239746
	Iteration 50Q: 3 clusters Score -2142640 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2142673.500000 Penalty: 4974.239746
	Iteration 51Q: 3 clusters Score -2142674 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2142689.000000 Penalty: 4974.239746
	Iteration 52Q: 3 clusters Score -2142689 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2142714.250000 Penalty: 4974.239746
	Iteration 53Q: 3 clusters Score -2142714 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -2142730.750000 Penalty: 4974.239746
	Iteration 54Q: 3 clusters Score -2142731 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2142746.750000 Penalty: 4974.239746
	Iteration 55Q: 3 clusters Score -2142747 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2142765.250000 Penalty: 4974.239746
	Iteration 56Q: 3 clusters Score -2142765 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2142773.250000 Penalty: 4974.239746
	Iteration 57Q: 3 clusters Score -2142773 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2142780.750000 Penalty: 4974.239746
	Iteration 58Q: 3 clusters Score -2142781 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2142800.500000 Penalty: 4974.239746
	Iteration 59Q: 3 clusters Score -2142800 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2142813.000000 Penalty: 4974.239746
	Iteration 60F: 3 clusters Score -2142813 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2142827.250000 Penalty: 4974.239746
	Iteration 61Q: 3 clusters Score -2142827 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2142838.500000 Penalty: 4974.239746
	Iteration 62Q: 3 clusters Score -2142838 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2142847.000000 Penalty: 4974.239746
	Iteration 63Q: 3 clusters Score -2142847 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2142854.500000 Penalty: 4974.239746
	Iteration 64Q: 3 clusters Score -2142854 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2142863.000000 Penalty: 4974.239746
	Iteration 65Q: 3 clusters Score -2142863 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2142875.250000 Penalty: 4974.239746
	Iteration 66Q: 3 clusters Score -2142875 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2142877.500000 Penalty: 4974.239746
	Iteration 67Q: 3 clusters Score -2142878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2142879.250000 Penalty: 4974.239746
	Iteration 68Q: 3 clusters Score -2142879 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2142891.750000 Penalty: 4974.239746
	Iteration 69Q: 3 clusters Score -2142892 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2142902.000000 Penalty: 4974.239746
	Iteration 70Q: 3 clusters Score -2142902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2142903.000000 Penalty: 4974.239746
	Iteration 71Q: 3 clusters Score -2142903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2142907.500000 Penalty: 4974.239746
	Iteration 72Q: 3 clusters Score -2142908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2142911.250000 Penalty: 4974.239746
	Iteration 73Q: 3 clusters Score -2142911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2142918.250000 Penalty: 4974.239746
	Iteration 74Q: 3 clusters Score -2142918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2142918.750000 Penalty: 4974.239746
	Iteration 75Q: 3 clusters Score -2142919 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2142921.500000 Penalty: 4974.239746
	Iteration 76Q: 3 clusters Score -2142922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2142921.000000 Penalty: 4974.239746
	Iteration 77Q: 3 clusters Score -2142921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2142922.500000 Penalty: 4974.239746
	Iteration 78Q: 3 clusters Score -2142922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2142927.750000 Penalty: 4974.239746
	Iteration 79Q: 3 clusters Score -2142928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2142931.000000 Penalty: 4974.239746
	Iteration 80F: 3 clusters Score -2142931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2142937.750000 Penalty: 4974.239746
	Iteration 81Q: 3 clusters Score -2142938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2142937.250000 Penalty: 4974.239746
	Iteration 82Q: 3 clusters Score -2142937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2142939.000000 Penalty: 4974.239746
	Iteration 83Q: 3 clusters Score -2142939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2142941.250000 Penalty: 4974.239746
	Iteration 84Q: 3 clusters Score -2142941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2142941.750000 Penalty: 4974.239746
	Iteration 85Q: 3 clusters Score -2142942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2142941.750000 Penalty: 4974.239746
	Iteration 86F: 3 clusters Score -2142942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (25466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Entering Unmasked Estep 
Score: -2759874.750000 Penalty: 2515.984619
	Iteration 0F: 2 clusters Score -2759875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -2742270.500000 Penalty: 5031.969238
	Iteration 0F: 3 clusters Score -2742270 nChanged 11422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -2748520.250000 Penalty: 5031.969238
	Iteration 1F: 3 clusters Score -2748520 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -2749209.500000 Penalty: 5031.969238
	Iteration 2F: 3 clusters Score -2749210 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2750030.750000 Penalty: 5031.969238
	Iteration 3F: 3 clusters Score -2750031 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2751133.500000 Penalty: 5031.969238
	Iteration 4F: 3 clusters Score -2751134 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -2752466.750000 Penalty: 5031.969238
	Iteration 5F: 3 clusters Score -2752467 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2753907.250000 Penalty: 5031.969238
	Iteration 6F: 3 clusters Score -2753907 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -2755230.750000 Penalty: 5031.969238
	Iteration 7F: 3 clusters Score -2755231 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -2756369.750000 Penalty: 5031.969238
	Iteration 8F: 3 clusters Score -2756370 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -2757326.500000 Penalty: 5031.969238
	Iteration 9Q: 3 clusters Score -2757326 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -2758002.250000 Penalty: 5031.969238
	Iteration 10Q: 3 clusters Score -2758002 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -2758586.250000 Penalty: 5031.969238
	Iteration 11Q: 3 clusters Score -2758586 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -2759152.250000 Penalty: 5031.969238
	Iteration 12Q: 3 clusters Score -2759152 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -2759723.500000 Penalty: 5031.969238
	Iteration 13Q: 3 clusters Score -2759724 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -2760049.000000 Penalty: 5031.969238
	Iteration 14Q: 3 clusters Score -2760049 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -2760310.000000 Penalty: 5031.969238
	Iteration 15Q: 3 clusters Score -2760310 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -2760469.750000 Penalty: 5031.969238
	Iteration 16Q: 3 clusters Score -2760470 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -2760624.500000 Penalty: 5031.969238
	Iteration 17Q: 3 clusters Score -2760624 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -2760764.000000 Penalty: 5031.969238
	Iteration 18Q: 3 clusters Score -2760764 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -2760891.250000 Penalty: 5031.969238
	Iteration 19Q: 3 clusters Score -2760891 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -2760986.000000 Penalty: 5031.969238
	Iteration 20F: 3 clusters Score -2760986 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -2761070.500000 Penalty: 5031.969238
	Iteration 21Q: 3 clusters Score -2761070 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -2761111.500000 Penalty: 5031.969238
	Iteration 22Q: 3 clusters Score -2761112 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -2761139.000000 Penalty: 5031.969238
	Iteration 23Q: 3 clusters Score -2761139 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -2761162.000000 Penalty: 5031.969238
	Iteration 24Q: 3 clusters Score -2761162 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -2761178.500000 Penalty: 5031.969238
	Iteration 25Q: 3 clusters Score -2761178 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -2761186.500000 Penalty: 5031.969238
	Iteration 26Q: 3 clusters Score -2761186 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -2761190.500000 Penalty: 5031.969238
	Iteration 27Q: 3 clusters Score -2761190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -2761192.750000 Penalty: 5031.969238
	Iteration 28Q: 3 clusters Score -2761193 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -2761190.750000 Penalty: 5031.969238
	Iteration 29Q: 3 clusters Score -2761191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2761191.250000 Penalty: 5031.969238
	Iteration 30Q: 3 clusters Score -2761191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -2761196.000000 Penalty: 5031.969238
	Iteration 31Q: 3 clusters Score -2761196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -2761204.500000 Penalty: 5031.969238
	Iteration 32Q: 3 clusters Score -2761204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -2761198.250000 Penalty: 5031.969238
	Iteration 33Q: 3 clusters Score -2761198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -2761199.000000 Penalty: 5031.969238
	Iteration 34Q: 3 clusters Score -2761199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -2761198.000000 Penalty: 5031.969238
	Iteration 35Q: 3 clusters Score -2761198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -2761198.750000 Penalty: 5031.969238
	Iteration 36Q: 3 clusters Score -2761199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -2761196.250000 Penalty: 5031.969238
	Iteration 37Q: 3 clusters Score -2761196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -2761201.500000 Penalty: 5031.969238
	Iteration 38Q: 3 clusters Score -2761202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -2761200.500000 Penalty: 5031.969238
	Iteration 39Q: 3 clusters Score -2761200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -2761203.000000 Penalty: 5031.969238
	Iteration 40F: 3 clusters Score -2761203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -2761201.750000 Penalty: 5031.969238
	Iteration 41Q: 3 clusters Score -2761202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -2761201.750000 Penalty: 5031.969238
	Iteration 42F: 3 clusters Score -2761202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 2727 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 17137 members 
Mstep: Class 7 contains 50206 members 
Mstep: Class 8 contains 11679 members 
Mstep: Class 9 contains 9259 members 
Mstep: Class 10 contains 30631 members 
Mstep: Class 11 contains 2547 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 9169 members 
Mstep: Class 14 contains 14716 members 
Mstep: Class 15 contains 3776 members 
Mstep: Class 16 contains 604 members 
Mstep: Class 17 contains 4548 members 
Mstep: Class 18 contains 13231 members 
Mstep: Class 19 contains 12534 members 
Mstep: Class 20 contains 5608 members 
Mstep: Class 21 contains 25862 members 
Mstep: Class 22 contains 29279 members 
Mstep: Class 23 contains 45192 members 
Mstep: Class 24 contains 37357 members 
Mstep: Class 25 contains 7055 members 
Mstep: Class 26 contains 40773 members 
Mstep: Class 27 contains 4768 members 
Mstep: Class 28 contains 3412 members 
Mstep: Class 29 contains 5619 members 
Mstep: Class 30 contains 91327 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14012 members 
Mstep: Class 33 contains 8606 members 
Mstep: Class 34 contains 22668 members 
Mstep: Class 35 contains 4501 members 
Mstep: Class 36 contains 1369 members 
Mstep: Class 37 contains 13834 members 
Mstep: Class 38 contains 8278 members 
Mstep: Class 39 contains 8718 members 
Mstep: Class 40 contains 871 members 
Mstep: Class 41 contains 742 members 
Mstep: Class 42 contains 15334 members 
Mstep: Class 43 contains 4269 members 
Mstep: Class 44 contains 12670 members 
Mstep: Class 45 contains 20965 members 
Entering Unmasked Estep 
Score: -64722080.000000 Penalty: 149342.796875
Splitting cluster 35 changes total score from -64707832.000000 to -64722080.000000
So it's getting split into cluster 45.
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 2727 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 17137 members 
Mstep: Class 7 contains 50206 members 
Mstep: Class 8 contains 11679 members 
Mstep: Class 9 contains 9259 members 
Mstep: Class 10 contains 30631 members 
Mstep: Class 11 contains 2547 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 9169 members 
Mstep: Class 14 contains 14716 members 
Mstep: Class 15 contains 3776 members 
Mstep: Class 16 contains 604 members 
Mstep: Class 17 contains 4548 members 
Mstep: Class 18 contains 13231 members 
Mstep: Class 19 contains 12534 members 
Mstep: Class 20 contains 5608 members 
Mstep: Class 21 contains 25862 members 
Mstep: Class 22 contains 29279 members 
Mstep: Class 23 contains 45192 members 
Mstep: Class 24 contains 37357 members 
Mstep: Class 25 contains 7055 members 
Mstep: Class 26 contains 40773 members 
Mstep: Class 27 contains 4768 members 
Mstep: Class 28 contains 3412 members 
Mstep: Class 29 contains 5619 members 
Mstep: Class 30 contains 91327 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14012 members 
Mstep: Class 33 contains 8606 members 
Mstep: Class 34 contains 22668 members 
Mstep: Class 35 contains 4501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64727640.000000 Penalty: 149342.796875
Iteration 79Q: 46 clusters Score -6.472764e+07 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 3157 members 
Mstep: Class 4 contains 7903 members 
Mstep: Class 5 contains 8850 members 
Mstep: Class 6 contains 17248 members 
Mstep: Class 7 contains 50102 members 
Mstep: Class 8 contains 11776 members 
Mstep: Class 9 contains 9283 members 
Mstep: Class 10 contains 30700 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 998 members 
Mstep: Class 13 contains 9164 members 
Mstep: Class 14 contains 14817 members 
Mstep: Class 15 contains 3838 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 4552 members 
Mstep: Class 18 contains 13425 members 
Mstep: Class 19 contains 12576 members 
Mstep: Class 20 contains 5777 members 
Mstep: Class 21 contains 25730 members 
Mstep: Class 22 contains 29450 members 
Mstep: Class 23 contains 44535 members 
Mstep: Class 24 contains 37678 members 
Mstep: Class 25 contains 7152 members 
Mstep: Class 26 contains 41183 members 
Mstep: Class 27 contains 4713 members 
Mstep: Class 28 contains 3421 members 
Mstep: Class 29 contains 5621 members 
Mstep: Class 30 contains 91425 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14015 members 
Mstep: Class 33 contains 8666 members 
Mstep: Class 34 contains 22890 members 
Mstep: Class 35 contains 4625 members 
Mstep: Class 36 contains 1369 members 
Mstep: Class 37 contains 13503 members 
Mstep: Class 38 contains 7866 members 
Mstep: Class 39 contains 8193 members 
Mstep: Class 40 contains 858 members 
Mstep: Class 41 contains 738 members 
Mstep: Class 42 contains 14760 members 
Mstep: Class 43 contains 4106 members 
Mstep: Class 44 contains 12312 members 
Mstep: Class 45 contains 20679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64733160.000000 Penalty: 149342.796875
Iteration 80F: 46 clusters Score -6.473316e+07 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 4 contains 7675 members 
Mstep: Class 5 contains 9066 members 
Mstep: Class 6 contains 17216 members 
Mstep: Class 7 contains 49932 members 
Mstep: Class 8 contains 11770 members 
Mstep: Class 9 contains 9210 members 
Mstep: Class 10 contains 30640 members 
Mstep: Class 11 contains 2546 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 9166 members 
Mstep: Class 14 contains 14800 members 
Mstep: Class 15 contains 3745 members 
Mstep: Class 16 contains 626 members 
Mstep: Class 17 contains 4552 members 
Mstep: Class 18 contains 13178 members 
Mstep: Class 19 contains 12530 members 
Mstep: Class 20 contains 5632 members 
Mstep: Class 21 contains 25591 members 
Mstep: Class 22 contains 29585 members 
Mstep: Class 23 contains 43947 members 
Mstep: Class 24 contains 37631 members 
Mstep: Class 25 contains 6982 members 
Mstep: Class 26 contains 41118 members 
Mstep: Class 27 contains 4693 members 
Mstep: Class 28 contains 3402 members 
Mstep: Class 29 contains 5654 members 
Mstep: Class 30 contains 90715 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14016 members 
Mstep: Class 33 contains 8599 members 
Mstep: Class 34 contains 22848 members 
Mstep: Class 35 contains 4592 members 
Mstep: Class 36 contains 1370 members 
Mstep: Class 37 contains 13661 members 
Mstep: Class 38 contains 8141 members 
Mstep: Class 39 contains 8620 members 
Mstep: Class 40 contains 1511 members 
Mstep: Class 41 contains 735 members 
Mstep: Class 42 contains 14912 members 
Mstep: Class 43 contains 4265 members 
Mstep: Class 44 contains 12701 members 
Mstep: Class 45 contains 21047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736032.000000 Penalty: 149342.796875
Iteration 81Q: 46 clusters Score -6.473603e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 1018 members 
Mstep: Class 3 contains 3483 members 
Mstep: Class 4 contains 7465 members 
Mstep: Class 5 contains 9242 members 
Mstep: Class 6 contains 17205 members 
Mstep: Class 7 contains 49815 members 
Mstep: Class 8 contains 11759 members 
Mstep: Class 9 contains 9167 members 
Mstep: Class 10 contains 30561 members 
Mstep: Class 11 contains 2549 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 9203 members 
Mstep: Class 14 contains 14798 members 
Mstep: Class 15 contains 3703 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 4555 members 
Mstep: Class 18 contains 13008 members 
Mstep: Class 19 contains 12511 members 
Mstep: Class 20 contains 5551 members 
Mstep: Class 21 contains 25578 members 
Mstep: Class 22 contains 29728 members 
Mstep: Class 23 contains 43583 members 
Mstep: Class 24 contains 37588 members 
Mstep: Class 25 contains 6853 members 
Mstep: Class 26 contains 41107 members 
Mstep: Class 27 contains 4692 members 
Mstep: Class 28 contains 3398 members 
Mstep: Class 29 contains 5697 members 
Mstep: Class 30 contains 90383 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14019 members 
Mstep: Class 33 contains 8575 members 
Mstep: Class 34 contains 22861 members 
Mstep: Class 35 contains 4625 members 
Mstep: Class 36 contains 1370 members 
Mstep: Class 37 contains 13716 members 
Mstep: Class 38 contains 8287 members 
Mstep: Class 39 contains 8875 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 728 members 
Mstep: Class 42 contains 14934 members 
Mstep: Class 43 contains 4327 members 
Mstep: Class 44 contains 12924 members 
Mstep: Class 45 contains 21224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736984.000000 Penalty: 149342.796875
Iteration 82Q: 46 clusters Score -6.473698e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 1009 members 
Mstep: Class 3 contains 3570 members 
Mstep: Class 4 contains 7282 members 
Mstep: Class 5 contains 9371 members 
Mstep: Class 6 contains 17210 members 
Mstep: Class 7 contains 49687 members 
Mstep: Class 8 contains 11755 members 
Mstep: Class 9 contains 9136 members 
Mstep: Class 10 contains 30509 members 
Mstep: Class 11 contains 2545 members 
Mstep: Class 12 contains 996 members 
Mstep: Class 13 contains 9236 members 
Mstep: Class 14 contains 14790 members 
Mstep: Class 15 contains 3684 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 4557 members 
Mstep: Class 18 contains 12893 members 
Mstep: Class 19 contains 12504 members 
Mstep: Class 20 contains 5501 members 
Mstep: Class 21 contains 25603 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 43322 members 
Mstep: Class 24 contains 37563 members 
Mstep: Class 25 contains 6735 members 
Mstep: Class 26 contains 41106 members 
Mstep: Class 27 contains 4700 members 
Mstep: Class 28 contains 3392 members 
Mstep: Class 29 contains 5745 members 
Mstep: Class 30 contains 90199 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14024 members 
Mstep: Class 33 contains 8556 members 
Mstep: Class 34 contains 22906 members 
Mstep: Class 35 contains 4654 members 
Mstep: Class 36 contains 1370 members 
Mstep: Class 37 contains 13741 members 
Mstep: Class 38 contains 8384 members 
Mstep: Class 39 contains 9058 members 
Mstep: Class 40 contains 1909 members 
Mstep: Class 41 contains 721 members 
Mstep: Class 42 contains 14937 members 
Mstep: Class 43 contains 4369 members 
Mstep: Class 44 contains 13034 members 
Mstep: Class 45 contains 21361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737664.000000 Penalty: 149342.796875
Iteration 83Q: 46 clusters Score -6.473766e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 997 members 
Mstep: Class 3 contains 3652 members 
Mstep: Class 4 contains 7103 members 
Mstep: Class 5 contains 9456 members 
Mstep: Class 6 contains 17213 members 
Mstep: Class 7 contains 49567 members 
Mstep: Class 8 contains 11757 members 
Mstep: Class 9 contains 9118 members 
Mstep: Class 10 contains 30448 members 
Mstep: Class 11 contains 2545 members 
Mstep: Class 12 contains 997 members 
Mstep: Class 13 contains 9270 members 
Mstep: Class 14 contains 14792 members 
Mstep: Class 15 contains 3678 members 
Mstep: Class 16 contains 677 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 12798 members 
Mstep: Class 19 contains 12496 members 
Mstep: Class 20 contains 5455 members 
Mstep: Class 21 contains 25647 members 
Mstep: Class 22 contains 30043 members 
Mstep: Class 23 contains 43125 members 
Mstep: Class 24 contains 37556 members 
Mstep: Class 25 contains 6627 members 
Mstep: Class 26 contains 41134 members 
Mstep: Class 27 contains 4703 members 
Mstep: Class 28 contains 3391 members 
Mstep: Class 29 contains 5782 members 
Mstep: Class 30 contains 90070 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14032 members 
Mstep: Class 33 contains 8550 members 
Mstep: Class 34 contains 22936 members 
Mstep: Class 35 contains 4663 members 
Mstep: Class 36 contains 1370 members 
Mstep: Class 37 contains 13747 members 
Mstep: Class 38 contains 8464 members 
Mstep: Class 39 contains 9209 members 
Mstep: Class 40 contains 1998 members 
Mstep: Class 41 contains 714 members 
Mstep: Class 42 contains 14934 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 13109 members 
Mstep: Class 45 contains 21472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64738560.000000 Penalty: 149342.796875
Iteration 84Q: 46 clusters Score -6.473856e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 3709 members 
Mstep: Class 4 contains 6918 members 
Mstep: Class 5 contains 9528 members 
Mstep: Class 6 contains 17216 members 
Mstep: Class 7 contains 49467 members 
Mstep: Class 8 contains 11755 members 
Mstep: Class 9 contains 9095 members 
Mstep: Class 10 contains 30401 members 
Mstep: Class 11 contains 2544 members 
Mstep: Class 12 contains 997 members 
Mstep: Class 13 contains 9294 members 
Mstep: Class 14 contains 14800 members 
Mstep: Class 15 contains 3678 members 
Mstep: Class 16 contains 706 members 
Mstep: Class 17 contains 4563 members 
Mstep: Class 18 contains 12724 members 
Mstep: Class 19 contains 12496 members 
Mstep: Class 20 contains 5410 members 
Mstep: Class 21 contains 25665 members 
Mstep: Class 22 contains 30208 members 
Mstep: Class 23 contains 42968 members 
Mstep: Class 24 contains 37554 members 
Mstep: Class 25 contains 6525 members 
Mstep: Class 26 contains 41161 members 
Mstep: Class 27 contains 4706 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 5817 members 
Mstep: Class 30 contains 89999 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14045 members 
Mstep: Class 33 contains 8534 members 
Mstep: Class 34 contains 22952 members 
Mstep: Class 35 contains 4669 members 
Mstep: Class 36 contains 1369 members 
Mstep: Class 37 contains 13762 members 
Mstep: Class 38 contains 8537 members 
Mstep: Class 39 contains 9350 members 
Mstep: Class 40 contains 2045 members 
Mstep: Class 41 contains 707 members 
Mstep: Class 42 contains 14937 members 
Mstep: Class 43 contains 4424 members 
Mstep: Class 44 contains 13150 members 
Mstep: Class 45 contains 21561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739528.000000 Penalty: 149342.796875
Iteration 85Q: 46 clusters Score -6.473953e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 3759 members 
Mstep: Class 4 contains 6735 members 
Mstep: Class 5 contains 9582 members 
Mstep: Class 6 contains 17228 members 
Mstep: Class 7 contains 49346 members 
Mstep: Class 8 contains 11758 members 
Mstep: Class 9 contains 9096 members 
Mstep: Class 10 contains 30358 members 
Mstep: Class 11 contains 2543 members 
Mstep: Class 12 contains 998 members 
Mstep: Class 13 contains 9316 members 
Mstep: Class 14 contains 14800 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 742 members 
Mstep: Class 17 contains 4562 members 
Mstep: Class 18 contains 12657 members 
Mstep: Class 19 contains 12500 members 
Mstep: Class 20 contains 5368 members 
Mstep: Class 21 contains 25687 members 
Mstep: Class 22 contains 30403 members 
Mstep: Class 23 contains 42818 members 
Mstep: Class 24 contains 37542 members 
Mstep: Class 25 contains 6412 members 
Mstep: Class 26 contains 41218 members 
Mstep: Class 27 contains 4707 members 
Mstep: Class 28 contains 3398 members 
Mstep: Class 29 contains 5848 members 
Mstep: Class 30 contains 89927 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14056 members 
Mstep: Class 33 contains 8533 members 
Mstep: Class 34 contains 22949 members 
Mstep: Class 35 contains 4680 members 
Mstep: Class 36 contains 1367 members 
Mstep: Class 37 contains 13772 members 
Mstep: Class 38 contains 8589 members 
Mstep: Class 39 contains 9485 members 
Mstep: Class 40 contains 2087 members 
Mstep: Class 41 contains 706 members 
Mstep: Class 42 contains 14937 members 
Mstep: Class 43 contains 4457 members 
Mstep: Class 44 contains 13183 members 
Mstep: Class 45 contains 21629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740408.000000 Penalty: 149342.796875
Iteration 86Q: 46 clusters Score -6.474041e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 895 members 
Mstep: Class 3 contains 3793 members 
Mstep: Class 4 contains 6574 members 
Mstep: Class 5 contains 9623 members 
Mstep: Class 6 contains 17236 members 
Mstep: Class 7 contains 49219 members 
Mstep: Class 8 contains 11755 members 
Mstep: Class 9 contains 9084 members 
Mstep: Class 10 contains 30327 members 
Mstep: Class 11 contains 2546 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 14802 members 
Mstep: Class 15 contains 3675 members 
Mstep: Class 16 contains 792 members 
Mstep: Class 17 contains 4563 members 
Mstep: Class 18 contains 12598 members 
Mstep: Class 19 contains 12499 members 
Mstep: Class 20 contains 5350 members 
Mstep: Class 21 contains 25719 members 
Mstep: Class 22 contains 30612 members 
Mstep: Class 23 contains 42707 members 
Mstep: Class 24 contains 37531 members 
Mstep: Class 25 contains 6294 members 
Mstep: Class 26 contains 41233 members 
Mstep: Class 27 contains 4707 members 
Mstep: Class 28 contains 3397 members 
Mstep: Class 29 contains 5865 members 
Mstep: Class 30 contains 89868 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14061 members 
Mstep: Class 33 contains 8529 members 
Mstep: Class 34 contains 22942 members 
Mstep: Class 35 contains 4690 members 
Mstep: Class 36 contains 1363 members 
Mstep: Class 37 contains 13790 members 
Mstep: Class 38 contains 8636 members 
Mstep: Class 39 contains 9638 members 
Mstep: Class 40 contains 2123 members 
Mstep: Class 41 contains 706 members 
Mstep: Class 42 contains 14941 members 
Mstep: Class 43 contains 4481 members 
Mstep: Class 44 contains 13214 members 
Mstep: Class 45 contains 21674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740956.000000 Penalty: 149342.796875
Iteration 87Q: 46 clusters Score -6.474096e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 836 members 
Mstep: Class 3 contains 3814 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 9649 members 
Mstep: Class 6 contains 17242 members 
Mstep: Class 7 contains 49078 members 
Mstep: Class 8 contains 11750 members 
Mstep: Class 9 contains 9077 members 
Mstep: Class 10 contains 30269 members 
Mstep: Class 11 contains 2547 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9352 members 
Mstep: Class 14 contains 14810 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 4561 members 
Mstep: Class 18 contains 12547 members 
Mstep: Class 19 contains 12496 members 
Mstep: Class 20 contains 5334 members 
Mstep: Class 21 contains 25752 members 
Mstep: Class 22 contains 30854 members 
Mstep: Class 23 contains 42608 members 
Mstep: Class 24 contains 37526 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 41274 members 
Mstep: Class 27 contains 4708 members 
Mstep: Class 28 contains 3394 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 89834 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14061 members 
Mstep: Class 33 contains 8523 members 
Mstep: Class 34 contains 22961 members 
Mstep: Class 35 contains 4703 members 
Mstep: Class 36 contains 1363 members 
Mstep: Class 37 contains 13795 members 
Mstep: Class 38 contains 8678 members 
Mstep: Class 39 contains 9769 members 
Mstep: Class 40 contains 2142 members 
Mstep: Class 41 contains 707 members 
Mstep: Class 42 contains 14953 members 
Mstep: Class 43 contains 4499 members 
Mstep: Class 44 contains 13236 members 
Mstep: Class 45 contains 21709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741572.000000 Penalty: 149342.796875
Iteration 88Q: 46 clusters Score -6.474157e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 3840 members 
Mstep: Class 4 contains 6243 members 
Mstep: Class 5 contains 9670 members 
Mstep: Class 6 contains 17245 members 
Mstep: Class 7 contains 48918 members 
Mstep: Class 8 contains 11746 members 
Mstep: Class 9 contains 9076 members 
Mstep: Class 10 contains 30231 members 
Mstep: Class 11 contains 2550 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9361 members 
Mstep: Class 14 contains 14811 members 
Mstep: Class 15 contains 3681 members 
Mstep: Class 16 contains 899 members 
Mstep: Class 17 contains 4563 members 
Mstep: Class 18 contains 12505 members 
Mstep: Class 19 contains 12493 members 
Mstep: Class 20 contains 5317 members 
Mstep: Class 21 contains 25776 members 
Mstep: Class 22 contains 31085 members 
Mstep: Class 23 contains 42547 members 
Mstep: Class 24 contains 37516 members 
Mstep: Class 25 contains 6059 members 
Mstep: Class 26 contains 41303 members 
Mstep: Class 27 contains 4710 members 
Mstep: Class 28 contains 3393 members 
Mstep: Class 29 contains 5936 members 
Mstep: Class 30 contains 89807 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14067 members 
Mstep: Class 33 contains 8516 members 
Mstep: Class 34 contains 22959 members 
Mstep: Class 35 contains 4706 members 
Mstep: Class 36 contains 1362 members 
Mstep: Class 37 contains 13807 members 
Mstep: Class 38 contains 8723 members 
Mstep: Class 39 contains 9886 members 
Mstep: Class 40 contains 2155 members 
Mstep: Class 41 contains 706 members 
Mstep: Class 42 contains 14959 members 
Mstep: Class 43 contains 4520 members 
Mstep: Class 44 contains 13261 members 
Mstep: Class 45 contains 21751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742036.000000 Penalty: 149342.796875
Iteration 89Q: 46 clusters Score -6.474204e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 3852 members 
Mstep: Class 4 contains 6078 members 
Mstep: Class 5 contains 9701 members 
Mstep: Class 6 contains 17243 members 
Mstep: Class 7 contains 48768 members 
Mstep: Class 8 contains 11741 members 
Mstep: Class 9 contains 9078 members 
Mstep: Class 10 contains 30198 members 
Mstep: Class 11 contains 2551 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9372 members 
Mstep: Class 14 contains 14810 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 4568 members 
Mstep: Class 18 contains 12470 members 
Mstep: Class 19 contains 12500 members 
Mstep: Class 20 contains 5300 members 
Mstep: Class 21 contains 25810 members 
Mstep: Class 22 contains 31308 members 
Mstep: Class 23 contains 42500 members 
Mstep: Class 24 contains 37486 members 
Mstep: Class 25 contains 5944 members 
Mstep: Class 26 contains 41336 members 
Mstep: Class 27 contains 4712 members 
Mstep: Class 28 contains 3395 members 
Mstep: Class 29 contains 5964 members 
Mstep: Class 30 contains 89784 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14066 members 
Mstep: Class 33 contains 8506 members 
Mstep: Class 34 contains 22948 members 
Mstep: Class 35 contains 4709 members 
Mstep: Class 36 contains 1361 members 
Mstep: Class 37 contains 13818 members 
Mstep: Class 38 contains 8749 members 
Mstep: Class 39 contains 10019 members 
Mstep: Class 40 contains 2165 members 
Mstep: Class 41 contains 706 members 
Mstep: Class 42 contains 14970 members 
Mstep: Class 43 contains 4531 members 
Mstep: Class 44 contains 13289 members 
Mstep: Class 45 contains 21793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742644.000000 Penalty: 149342.796875
Iteration 90Q: 46 clusters Score -6.474264e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 750 members 
Mstep: Class 3 contains 3865 members 
Mstep: Class 4 contains 5928 members 
Mstep: Class 5 contains 9722 members 
Mstep: Class 6 contains 17244 members 
Mstep: Class 7 contains 48626 members 
Mstep: Class 8 contains 11741 members 
Mstep: Class 9 contains 9070 members 
Mstep: Class 10 contains 30157 members 
Mstep: Class 11 contains 2553 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 14807 members 
Mstep: Class 15 contains 3680 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 4571 members 
Mstep: Class 18 contains 12431 members 
Mstep: Class 19 contains 12508 members 
Mstep: Class 20 contains 5279 members 
Mstep: Class 21 contains 25854 members 
Mstep: Class 22 contains 31547 members 
Mstep: Class 23 contains 42465 members 
Mstep: Class 24 contains 37461 members 
Mstep: Class 25 contains 5843 members 
Mstep: Class 26 contains 41374 members 
Mstep: Class 27 contains 4715 members 
Mstep: Class 28 contains 3393 members 
Mstep: Class 29 contains 5986 members 
Mstep: Class 30 contains 89779 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14070 members 
Mstep: Class 33 contains 8501 members 
Mstep: Class 34 contains 22944 members 
Mstep: Class 35 contains 4711 members 
Mstep: Class 36 contains 1358 members 
Mstep: Class 37 contains 13826 members 
Mstep: Class 38 contains 8775 members 
Mstep: Class 39 contains 10143 members 
Mstep: Class 40 contains 2168 members 
Mstep: Class 41 contains 708 members 
Mstep: Class 42 contains 14977 members 
Mstep: Class 43 contains 4536 members 
Mstep: Class 44 contains 13287 members 
Mstep: Class 45 contains 21831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743268.000000 Penalty: 149342.796875
Iteration 91Q: 46 clusters Score -6.474327e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 742 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 5788 members 
Mstep: Class 5 contains 9744 members 
Mstep: Class 6 contains 17241 members 
Mstep: Class 7 contains 48484 members 
Mstep: Class 8 contains 11741 members 
Mstep: Class 9 contains 9067 members 
Mstep: Class 10 contains 30122 members 
Mstep: Class 11 contains 2553 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9382 members 
Mstep: Class 14 contains 14807 members 
Mstep: Class 15 contains 3678 members 
Mstep: Class 16 contains 948 members 
Mstep: Class 17 contains 4573 members 
Mstep: Class 18 contains 12407 members 
Mstep: Class 19 contains 12507 members 
Mstep: Class 20 contains 5264 members 
Mstep: Class 21 contains 25879 members 
Mstep: Class 22 contains 31770 members 
Mstep: Class 23 contains 42422 members 
Mstep: Class 24 contains 37454 members 
Mstep: Class 25 contains 5743 members 
Mstep: Class 26 contains 41417 members 
Mstep: Class 27 contains 4716 members 
Mstep: Class 28 contains 3399 members 
Mstep: Class 29 contains 5999 members 
Mstep: Class 30 contains 89772 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14061 members 
Mstep: Class 33 contains 8500 members 
Mstep: Class 34 contains 22965 members 
Mstep: Class 35 contains 4713 members 
Mstep: Class 36 contains 1357 members 
Mstep: Class 37 contains 13835 members 
Mstep: Class 38 contains 8807 members 
Mstep: Class 39 contains 10224 members 
Mstep: Class 40 contains 2170 members 
Mstep: Class 41 contains 709 members 
Mstep: Class 42 contains 14976 members 
Mstep: Class 43 contains 4544 members 
Mstep: Class 44 contains 13295 members 
Mstep: Class 45 contains 21862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743552.000000 Penalty: 149342.796875
Iteration 92Q: 46 clusters Score -6.474355e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 3907 members 
Mstep: Class 4 contains 5647 members 
Mstep: Class 5 contains 9762 members 
Mstep: Class 6 contains 17242 members 
Mstep: Class 7 contains 48313 members 
Mstep: Class 8 contains 11741 members 
Mstep: Class 9 contains 9064 members 
Mstep: Class 10 contains 30103 members 
Mstep: Class 11 contains 2552 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9386 members 
Mstep: Class 14 contains 14813 members 
Mstep: Class 15 contains 3677 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 4572 members 
Mstep: Class 18 contains 12380 members 
Mstep: Class 19 contains 12512 members 
Mstep: Class 20 contains 5252 members 
Mstep: Class 21 contains 25916 members 
Mstep: Class 22 contains 32006 members 
Mstep: Class 23 contains 42379 members 
Mstep: Class 24 contains 37434 members 
Mstep: Class 25 contains 5679 members 
Mstep: Class 26 contains 41463 members 
Mstep: Class 27 contains 4716 members 
Mstep: Class 28 contains 3401 members 
Mstep: Class 29 contains 6014 members 
Mstep: Class 30 contains 89762 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14060 members 
Mstep: Class 33 contains 8497 members 
Mstep: Class 34 contains 22955 members 
Mstep: Class 35 contains 4715 members 
Mstep: Class 36 contains 1356 members 
Mstep: Class 37 contains 13843 members 
Mstep: Class 38 contains 8841 members 
Mstep: Class 39 contains 10298 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 710 members 
Mstep: Class 42 contains 14984 members 
Mstep: Class 43 contains 4556 members 
Mstep: Class 44 contains 13303 members 
Mstep: Class 45 contains 21886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743836.000000 Penalty: 149342.796875
Iteration 93Q: 46 clusters Score -6.474384e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 3 contains 3914 members 
Mstep: Class 4 contains 5542 members 
Mstep: Class 5 contains 9781 members 
Mstep: Class 6 contains 17246 members 
Mstep: Class 7 contains 48160 members 
Mstep: Class 8 contains 11744 members 
Mstep: Class 9 contains 9062 members 
Mstep: Class 10 contains 30079 members 
Mstep: Class 11 contains 2550 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9389 members 
Mstep: Class 14 contains 14819 members 
Mstep: Class 15 contains 3678 members 
Mstep: Class 16 contains 958 members 
Mstep: Class 17 contains 4570 members 
Mstep: Class 18 contains 12353 members 
Mstep: Class 19 contains 12509 members 
Mstep: Class 20 contains 5244 members 
Mstep: Class 21 contains 25951 members 
Mstep: Class 22 contains 32256 members 
Mstep: Class 23 contains 42348 members 
Mstep: Class 24 contains 37415 members 
Mstep: Class 25 contains 5627 members 
Mstep: Class 26 contains 41449 members 
Mstep: Class 27 contains 4716 members 
Mstep: Class 28 contains 3401 members 
Mstep: Class 29 contains 6041 members 
Mstep: Class 30 contains 89762 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14056 members 
Mstep: Class 33 contains 8496 members 
Mstep: Class 34 contains 22950 members 
Mstep: Class 35 contains 4718 members 
Mstep: Class 36 contains 1356 members 
Mstep: Class 37 contains 13852 members 
Mstep: Class 38 contains 8868 members 
Mstep: Class 39 contains 10351 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 710 members 
Mstep: Class 42 contains 14988 members 
Mstep: Class 43 contains 4567 members 
Mstep: Class 44 contains 13301 members 
Mstep: Class 45 contains 21912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743848.000000 Penalty: 149342.796875
Iteration 94Q: 46 clusters Score -6.474385e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 3922 members 
Mstep: Class 4 contains 5476 members 
Mstep: Class 5 contains 9793 members 
Mstep: Class 6 contains 17259 members 
Mstep: Class 7 contains 47997 members 
Mstep: Class 8 contains 11745 members 
Mstep: Class 9 contains 9057 members 
Mstep: Class 10 contains 30065 members 
Mstep: Class 11 contains 2549 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9391 members 
Mstep: Class 14 contains 14822 members 
Mstep: Class 15 contains 3677 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 18 contains 12336 members 
Mstep: Class 19 contains 12509 members 
Mstep: Class 20 contains 5237 members 
Mstep: Class 21 contains 25986 members 
Mstep: Class 22 contains 32505 members 
Mstep: Class 23 contains 42315 members 
Mstep: Class 24 contains 37398 members 
Mstep: Class 25 contains 5597 members 
Mstep: Class 26 contains 41406 members 
Mstep: Class 27 contains 4718 members 
Mstep: Class 28 contains 3405 members 
Mstep: Class 29 contains 6059 members 
Mstep: Class 30 contains 89763 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14057 members 
Mstep: Class 33 contains 8494 members 
Mstep: Class 34 contains 22932 members 
Mstep: Class 35 contains 4719 members 
Mstep: Class 36 contains 1356 members 
Mstep: Class 37 contains 13850 members 
Mstep: Class 38 contains 8888 members 
Mstep: Class 39 contains 10393 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 710 members 
Mstep: Class 42 contains 14998 members 
Mstep: Class 43 contains 4578 members 
Mstep: Class 44 contains 13286 members 
Mstep: Class 45 contains 21933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743960.000000 Penalty: 149342.796875
Iteration 95Q: 46 clusters Score -6.474396e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 721 members 
Mstep: Class 3 contains 3929 members 
Mstep: Class 4 contains 5425 members 
Mstep: Class 5 contains 9804 members 
Mstep: Class 6 contains 17270 members 
Mstep: Class 7 contains 47822 members 
Mstep: Class 8 contains 11746 members 
Mstep: Class 9 contains 9060 members 
Mstep: Class 10 contains 30067 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9391 members 
Mstep: Class 14 contains 14821 members 
Mstep: Class 15 contains 3677 members 
Mstep: Class 16 contains 968 members 
Mstep: Class 17 contains 4568 members 
Mstep: Class 18 contains 12328 members 
Mstep: Class 19 contains 12510 members 
Mstep: Class 20 contains 5225 members 
Mstep: Class 21 contains 26013 members 
Mstep: Class 22 contains 32746 members 
Mstep: Class 23 contains 42296 members 
Mstep: Class 24 contains 37390 members 
Mstep: Class 25 contains 5577 members 
Mstep: Class 26 contains 41358 members 
Mstep: Class 27 contains 4722 members 
Mstep: Class 28 contains 3404 members 
Mstep: Class 29 contains 6075 members 
Mstep: Class 30 contains 89768 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14052 members 
Mstep: Class 33 contains 8496 members 
Mstep: Class 34 contains 22914 members 
Mstep: Class 35 contains 4721 members 
Mstep: Class 36 contains 1356 members 
Mstep: Class 37 contains 13856 members 
Mstep: Class 38 contains 8906 members 
Mstep: Class 39 contains 10414 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 711 members 
Mstep: Class 42 contains 14999 members 
Mstep: Class 43 contains 4588 members 
Mstep: Class 44 contains 13259 members 
Mstep: Class 45 contains 21954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744200.000000 Penalty: 149342.796875
Iteration 96Q: 46 clusters Score -6.47442e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 716 members 
Mstep: Class 3 contains 3935 members 
Mstep: Class 4 contains 5381 members 
Mstep: Class 5 contains 9818 members 
Mstep: Class 6 contains 17278 members 
Mstep: Class 7 contains 47652 members 
Mstep: Class 8 contains 11744 members 
Mstep: Class 9 contains 9055 members 
Mstep: Class 10 contains 30059 members 
Mstep: Class 11 contains 2550 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9390 members 
Mstep: Class 14 contains 14822 members 
Mstep: Class 15 contains 3676 members 
Mstep: Class 16 contains 973 members 
Mstep: Class 17 contains 4571 members 
Mstep: Class 18 contains 12319 members 
Mstep: Class 19 contains 12506 members 
Mstep: Class 20 contains 5213 members 
Mstep: Class 21 contains 26037 members 
Mstep: Class 22 contains 33000 members 
Mstep: Class 23 contains 42268 members 
Mstep: Class 24 contains 37389 members 
Mstep: Class 25 contains 5556 members 
Mstep: Class 26 contains 41308 members 
Mstep: Class 27 contains 4723 members 
Mstep: Class 28 contains 3406 members 
Mstep: Class 29 contains 6090 members 
Mstep: Class 30 contains 89772 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14048 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 22896 members 
Mstep: Class 35 contains 4724 members 
Mstep: Class 36 contains 1357 members 
Mstep: Class 37 contains 13862 members 
Mstep: Class 38 contains 8924 members 
Mstep: Class 39 contains 10421 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 710 members 
Mstep: Class 42 contains 14991 members 
Mstep: Class 43 contains 4604 members 
Mstep: Class 44 contains 13246 members 
Mstep: Class 45 contains 21978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744224.000000 Penalty: 149342.796875
Iteration 97Q: 46 clusters Score -6.474422e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 712 members 
Mstep: Class 3 contains 3940 members 
Mstep: Class 4 contains 5351 members 
Mstep: Class 5 contains 9825 members 
Mstep: Class 6 contains 17283 members 
Mstep: Class 7 contains 47481 members 
Mstep: Class 8 contains 11744 members 
Mstep: Class 9 contains 9059 members 
Mstep: Class 10 contains 30049 members 
Mstep: Class 11 contains 2549 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9390 members 
Mstep: Class 14 contains 14826 members 
Mstep: Class 15 contains 3675 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 4572 members 
Mstep: Class 18 contains 12306 members 
Mstep: Class 19 contains 12509 members 
Mstep: Class 20 contains 5205 members 
Mstep: Class 21 contains 26055 members 
Mstep: Class 22 contains 33251 members 
Mstep: Class 23 contains 42247 members 
Mstep: Class 24 contains 37375 members 
Mstep: Class 25 contains 5543 members 
Mstep: Class 26 contains 41261 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 3407 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 89778 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14049 members 
Mstep: Class 33 contains 8500 members 
Mstep: Class 34 contains 22864 members 
Mstep: Class 35 contains 4726 members 
Mstep: Class 36 contains 1357 members 
Mstep: Class 37 contains 13870 members 
Mstep: Class 38 contains 8943 members 
Mstep: Class 39 contains 10422 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 710 members 
Mstep: Class 42 contains 14985 members 
Mstep: Class 43 contains 4615 members 
Mstep: Class 44 contains 13227 members 
Mstep: Class 45 contains 22004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744340.000000 Penalty: 149342.796875
Iteration 98Q: 46 clusters Score -6.474434e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 709 members 
Mstep: Class 3 contains 3944 members 
Mstep: Class 4 contains 5331 members 
Mstep: Class 5 contains 9836 members 
Mstep: Class 6 contains 17293 members 
Mstep: Class 7 contains 47318 members 
Mstep: Class 8 contains 11744 members 
Mstep: Class 9 contains 9064 members 
Mstep: Class 10 contains 30042 members 
Mstep: Class 11 contains 2547 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9390 members 
Mstep: Class 14 contains 14825 members 
Mstep: Class 15 contains 3675 members 
Mstep: Class 16 contains 980 members 
Mstep: Class 17 contains 4572 members 
Mstep: Class 18 contains 12291 members 
Mstep: Class 19 contains 12503 members 
Mstep: Class 20 contains 5198 members 
Mstep: Class 21 contains 26074 members 
Mstep: Class 22 contains 33486 members 
Mstep: Class 23 contains 42235 members 
Mstep: Class 24 contains 37361 members 
Mstep: Class 25 contains 5532 members 
Mstep: Class 26 contains 41203 members 
Mstep: Class 27 contains 4728 members 
Mstep: Class 28 contains 3404 members 
Mstep: Class 29 contains 6131 members 
Mstep: Class 30 contains 89789 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14048 members 
Mstep: Class 33 contains 8504 members 
Mstep: Class 34 contains 22849 members 
Mstep: Class 35 contains 4729 members 
Mstep: Class 36 contains 1357 members 
Mstep: Class 37 contains 13880 members 
Mstep: Class 38 contains 8962 members 
Mstep: Class 39 contains 10422 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 710 members 
Mstep: Class 42 contains 14983 members 
Mstep: Class 43 contains 4621 members 
Mstep: Class 44 contains 13207 members 
Mstep: Class 45 contains 22019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744564.000000 Penalty: 149342.796875
Iteration 99Q: 46 clusters Score -6.474456e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 3949 members 
Mstep: Class 4 contains 5320 members 
Mstep: Class 5 contains 9852 members 
Mstep: Class 6 contains 17306 members 
Mstep: Class 7 contains 47158 members 
Mstep: Class 8 contains 11745 members 
Mstep: Class 9 contains 9065 members 
Mstep: Class 10 contains 30033 members 
Mstep: Class 11 contains 2545 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9392 members 
Mstep: Class 14 contains 14825 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 983 members 
Mstep: Class 17 contains 4572 members 
Mstep: Class 18 contains 12283 members 
Mstep: Class 19 contains 12498 members 
Mstep: Class 20 contains 5195 members 
Mstep: Class 21 contains 26081 members 
Mstep: Class 22 contains 33718 members 
Mstep: Class 23 contains 42220 members 
Mstep: Class 24 contains 37357 members 
Mstep: Class 25 contains 5516 members 
Mstep: Class 26 contains 41121 members 
Mstep: Class 27 contains 4727 members 
Mstep: Class 28 contains 3403 members 
Mstep: Class 29 contains 6153 members 
Mstep: Class 30 contains 89790 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14048 members 
Mstep: Class 33 contains 8508 members 
Mstep: Class 34 contains 22852 members 
Mstep: Class 35 contains 4731 members 
Mstep: Class 36 contains 1357 members 
Mstep: Class 37 contains 13890 members 
Mstep: Class 38 contains 8973 members 
Mstep: Class 39 contains 10425 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 710 members 
Mstep: Class 42 contains 14979 members 
Mstep: Class 43 contains 4626 members 
Mstep: Class 44 contains 13193 members 
Mstep: Class 45 contains 22039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744784.000000 Penalty: 149342.796875
Iteration 100F: 46 clusters Score -6.474478e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 3954 members 
Mstep: Class 4 contains 5307 members 
Mstep: Class 5 contains 9862 members 
Mstep: Class 6 contains 17311 members 
Mstep: Class 7 contains 47024 members 
Mstep: Class 8 contains 11744 members 
Mstep: Class 9 contains 9066 members 
Mstep: Class 10 contains 30024 members 
Mstep: Class 11 contains 2543 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9395 members 
Mstep: Class 14 contains 14821 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 1015 members 
Mstep: Class 17 contains 4572 members 
Mstep: Class 18 contains 12273 members 
Mstep: Class 19 contains 12497 members 
Mstep: Class 20 contains 5191 members 
Mstep: Class 21 contains 26092 members 
Mstep: Class 22 contains 33920 members 
Mstep: Class 23 contains 42226 members 
Mstep: Class 24 contains 37353 members 
Mstep: Class 25 contains 5505 members 
Mstep: Class 26 contains 41031 members 
Mstep: Class 27 contains 4727 members 
Mstep: Class 28 contains 3401 members 
Mstep: Class 29 contains 6169 members 
Mstep: Class 30 contains 89791 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14048 members 
Mstep: Class 33 contains 8510 members 
Mstep: Class 34 contains 22852 members 
Mstep: Class 35 contains 4732 members 
Mstep: Class 36 contains 1356 members 
Mstep: Class 37 contains 13892 members 
Mstep: Class 38 contains 8986 members 
Mstep: Class 39 contains 10431 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 709 members 
Mstep: Class 42 contains 14982 members 
Mstep: Class 43 contains 4635 members 
Mstep: Class 44 contains 13185 members 
Mstep: Class 45 contains 22056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745064.000000 Penalty: 149342.796875
Iteration 101Q: 46 clusters Score -6.474506e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 673 members 
Mstep: Class 3 contains 3962 members 
Mstep: Class 4 contains 5298 members 
Mstep: Class 5 contains 9867 members 
Mstep: Class 6 contains 17322 members 
Mstep: Class 7 contains 46888 members 
Mstep: Class 8 contains 11744 members 
Mstep: Class 9 contains 9066 members 
Mstep: Class 10 contains 30011 members 
Mstep: Class 11 contains 2541 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9397 members 
Mstep: Class 14 contains 14819 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 1018 members 
Mstep: Class 17 contains 4570 members 
Mstep: Class 18 contains 12264 members 
Mstep: Class 19 contains 12490 members 
Mstep: Class 20 contains 5190 members 
Mstep: Class 21 contains 26106 members 
Mstep: Class 22 contains 34110 members 
Mstep: Class 23 contains 42233 members 
Mstep: Class 24 contains 37352 members 
Mstep: Class 25 contains 5501 members 
Mstep: Class 26 contains 40944 members 
Mstep: Class 27 contains 4727 members 
Mstep: Class 28 contains 3401 members 
Mstep: Class 29 contains 6181 members 
Mstep: Class 30 contains 89791 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14052 members 
Mstep: Class 33 contains 8513 members 
Mstep: Class 34 contains 22847 members 
Mstep: Class 35 contains 4734 members 
Mstep: Class 36 contains 1356 members 
Mstep: Class 37 contains 13895 members 
Mstep: Class 38 contains 9001 members 
Mstep: Class 39 contains 10434 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 709 members 
Mstep: Class 42 contains 14999 members 
Mstep: Class 43 contains 4643 members 
Mstep: Class 44 contains 13171 members 
Mstep: Class 45 contains 22062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745144.000000 Penalty: 149342.796875
Iteration 102Q: 46 clusters Score -6.474514e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 3968 members 
Mstep: Class 4 contains 5290 members 
Mstep: Class 5 contains 9873 members 
Mstep: Class 6 contains 17330 members 
Mstep: Class 7 contains 46771 members 
Mstep: Class 8 contains 11745 members 
Mstep: Class 9 contains 9064 members 
Mstep: Class 10 contains 30005 members 
Mstep: Class 11 contains 2540 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9397 members 
Mstep: Class 14 contains 14819 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 1016 members 
Mstep: Class 17 contains 4570 members 
Mstep: Class 18 contains 12256 members 
Mstep: Class 19 contains 12482 members 
Mstep: Class 20 contains 5187 members 
Mstep: Class 21 contains 26114 members 
Mstep: Class 22 contains 34273 members 
Mstep: Class 23 contains 42238 members 
Mstep: Class 24 contains 37361 members 
Mstep: Class 25 contains 5505 members 
Mstep: Class 26 contains 40846 members 
Mstep: Class 27 contains 4727 members 
Mstep: Class 28 contains 3403 members 
Mstep: Class 29 contains 6195 members 
Mstep: Class 30 contains 89794 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14057 members 
Mstep: Class 33 contains 8513 members 
Mstep: Class 34 contains 22836 members 
Mstep: Class 35 contains 4735 members 
Mstep: Class 36 contains 1355 members 
Mstep: Class 37 contains 13902 members 
Mstep: Class 38 contains 9014 members 
Mstep: Class 39 contains 10439 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 709 members 
Mstep: Class 42 contains 15013 members 
Mstep: Class 43 contains 4651 members 
Mstep: Class 44 contains 13162 members 
Mstep: Class 45 contains 22066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745060.000000 Penalty: 149342.796875
Iteration 103Q: 46 clusters Score -6.474506e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 3977 members 
Mstep: Class 4 contains 5286 members 
Mstep: Class 5 contains 9880 members 
Mstep: Class 6 contains 17333 members 
Mstep: Class 7 contains 46677 members 
Mstep: Class 8 contains 11745 members 
Mstep: Class 9 contains 9062 members 
Mstep: Class 10 contains 29992 members 
Mstep: Class 11 contains 2539 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9397 members 
Mstep: Class 14 contains 14819 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 1016 members 
Mstep: Class 17 contains 4570 members 
Mstep: Class 18 contains 12251 members 
Mstep: Class 19 contains 12474 members 
Mstep: Class 20 contains 5185 members 
Mstep: Class 21 contains 26120 members 
Mstep: Class 22 contains 34410 members 
Mstep: Class 23 contains 42242 members 
Mstep: Class 24 contains 37368 members 
Mstep: Class 25 contains 5507 members 
Mstep: Class 26 contains 40766 members 
Mstep: Class 27 contains 4727 members 
Mstep: Class 28 contains 3403 members 
Mstep: Class 29 contains 6213 members 
Mstep: Class 30 contains 89798 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14059 members 
Mstep: Class 33 contains 8513 members 
Mstep: Class 34 contains 22819 members 
Mstep: Class 35 contains 4735 members 
Mstep: Class 36 contains 1355 members 
Mstep: Class 37 contains 13909 members 
Mstep: Class 38 contains 9026 members 
Mstep: Class 39 contains 10440 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 709 members 
Mstep: Class 42 contains 15019 members 
Mstep: Class 43 contains 4657 members 
Mstep: Class 44 contains 13157 members 
Mstep: Class 45 contains 22074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745020.000000 Penalty: 149342.796875
Iteration 104Q: 46 clusters Score -6.474502e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 5285 members 
Mstep: Class 5 contains 9884 members 
Mstep: Class 6 contains 17340 members 
Mstep: Class 7 contains 46577 members 
Mstep: Class 8 contains 11745 members 
Mstep: Class 9 contains 9063 members 
Mstep: Class 10 contains 29988 members 
Mstep: Class 11 contains 2539 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9397 members 
Mstep: Class 14 contains 14820 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 1016 members 
Mstep: Class 17 contains 4571 members 
Mstep: Class 18 contains 12249 members 
Mstep: Class 19 contains 12456 members 
Mstep: Class 20 contains 5182 members 
Mstep: Class 21 contains 26127 members 
Mstep: Class 22 contains 34542 members 
Mstep: Class 23 contains 42241 members 
Mstep: Class 24 contains 37373 members 
Mstep: Class 25 contains 5508 members 
Mstep: Class 26 contains 40691 members 
Mstep: Class 27 contains 4727 members 
Mstep: Class 28 contains 3402 members 
Mstep: Class 29 contains 6230 members 
Mstep: Class 30 contains 89799 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14059 members 
Mstep: Class 33 contains 8513 members 
Mstep: Class 34 contains 22803 members 
Mstep: Class 35 contains 4736 members 
Mstep: Class 36 contains 1355 members 
Mstep: Class 37 contains 13920 members 
Mstep: Class 38 contains 9035 members 
Mstep: Class 39 contains 10442 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 709 members 
Mstep: Class 42 contains 15026 members 
Mstep: Class 43 contains 4661 members 
Mstep: Class 44 contains 13154 members 
Mstep: Class 45 contains 22084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745036.000000 Penalty: 149342.796875
Iteration 105Q: 46 clusters Score -6.474504e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 3997 members 
Mstep: Class 4 contains 5284 members 
Mstep: Class 5 contains 9888 members 
Mstep: Class 6 contains 17345 members 
Mstep: Class 7 contains 46508 members 
Mstep: Class 8 contains 11745 members 
Mstep: Class 9 contains 9057 members 
Mstep: Class 10 contains 29987 members 
Mstep: Class 11 contains 2537 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9397 members 
Mstep: Class 14 contains 14825 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 1016 members 
Mstep: Class 17 contains 4572 members 
Mstep: Class 18 contains 12242 members 
Mstep: Class 19 contains 12453 members 
Mstep: Class 20 contains 5181 members 
Mstep: Class 21 contains 26133 members 
Mstep: Class 22 contains 34660 members 
Mstep: Class 23 contains 42252 members 
Mstep: Class 24 contains 37372 members 
Mstep: Class 25 contains 5502 members 
Mstep: Class 26 contains 40617 members 
Mstep: Class 27 contains 4727 members 
Mstep: Class 28 contains 3401 members 
Mstep: Class 29 contains 6239 members 
Mstep: Class 30 contains 89800 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14061 members 
Mstep: Class 33 contains 8514 members 
Mstep: Class 34 contains 22782 members 
Mstep: Class 35 contains 4738 members 
Mstep: Class 36 contains 1355 members 
Mstep: Class 37 contains 13927 members 
Mstep: Class 38 contains 9048 members 
Mstep: Class 39 contains 10445 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 709 members 
Mstep: Class 42 contains 15037 members 
Mstep: Class 43 contains 4664 members 
Mstep: Class 44 contains 13141 members 
Mstep: Class 45 contains 22089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744880.000000 Penalty: 149342.796875
Iteration 106Q: 46 clusters Score -6.474488e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 4007 members 
Mstep: Class 4 contains 5281 members 
Mstep: Class 5 contains 9892 members 
Mstep: Class 6 contains 17352 members 
Mstep: Class 7 contains 46441 members 
Mstep: Class 8 contains 11745 members 
Mstep: Class 9 contains 9056 members 
Mstep: Class 10 contains 29991 members 
Mstep: Class 11 contains 2532 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9397 members 
Mstep: Class 14 contains 14825 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 1016 members 
Mstep: Class 17 contains 4573 members 
Mstep: Class 18 contains 12237 members 
Mstep: Class 19 contains 12451 members 
Mstep: Class 20 contains 5180 members 
Mstep: Class 21 contains 26138 members 
Mstep: Class 22 contains 34762 members 
Mstep: Class 23 contains 42263 members 
Mstep: Class 24 contains 37365 members 
Mstep: Class 25 contains 5502 members 
Mstep: Class 26 contains 40554 members 
Mstep: Class 27 contains 4727 members 
Mstep: Class 28 contains 3401 members 
Mstep: Class 29 contains 6250 members 
Mstep: Class 30 contains 89803 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14064 members 
Mstep: Class 33 contains 8515 members 
Mstep: Class 34 contains 22765 members 
Mstep: Class 35 contains 4739 members 
Mstep: Class 36 contains 1355 members 
Mstep: Class 37 contains 13938 members 
Mstep: Class 38 contains 9055 members 
Mstep: Class 39 contains 10445 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 709 members 
Mstep: Class 42 contains 15043 members 
Mstep: Class 43 contains 4665 members 
Mstep: Class 44 contains 13125 members 
Mstep: Class 45 contains 22094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744964.000000 Penalty: 149342.796875
Iteration 107Q: 46 clusters Score -6.474496e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 4012 members 
Mstep: Class 4 contains 5281 members 
Mstep: Class 5 contains 9898 members 
Mstep: Class 6 contains 17364 members 
Mstep: Class 7 contains 46384 members 
Mstep: Class 8 contains 11743 members 
Mstep: Class 9 contains 9061 members 
Mstep: Class 10 contains 29985 members 
Mstep: Class 11 contains 2529 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9397 members 
Mstep: Class 14 contains 14823 members 
Mstep: Class 15 contains 3676 members 
Mstep: Class 16 contains 1016 members 
Mstep: Class 17 contains 4573 members 
Mstep: Class 18 contains 12235 members 
Mstep: Class 19 contains 12446 members 
Mstep: Class 20 contains 5177 members 
Mstep: Class 21 contains 26142 members 
Mstep: Class 22 contains 34855 members 
Mstep: Class 23 contains 42276 members 
Mstep: Class 24 contains 37361 members 
Mstep: Class 25 contains 5500 members 
Mstep: Class 26 contains 40480 members 
Mstep: Class 27 contains 4727 members 
Mstep: Class 28 contains 3400 members 
Mstep: Class 29 contains 6266 members 
Mstep: Class 30 contains 89807 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14066 members 
Mstep: Class 33 contains 8516 members 
Mstep: Class 34 contains 22746 members 
Mstep: Class 35 contains 4741 members 
Mstep: Class 36 contains 1355 members 
Mstep: Class 37 contains 13945 members 
Mstep: Class 38 contains 9062 members 
Mstep: Class 39 contains 10443 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 709 members 
Mstep: Class 42 contains 15051 members 
Mstep: Class 43 contains 4666 members 
Mstep: Class 44 contains 13119 members 
Mstep: Class 45 contains 22098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745120.000000 Penalty: 149342.796875
Iteration 108Q: 46 clusters Score -6.474512e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 4013 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 9897 members 
Mstep: Class 6 contains 17376 members 
Mstep: Class 7 contains 46337 members 
Mstep: Class 8 contains 11742 members 
Mstep: Class 9 contains 9066 members 
Mstep: Class 10 contains 29978 members 
Mstep: Class 11 contains 2526 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9397 members 
Mstep: Class 14 contains 14823 members 
Mstep: Class 15 contains 3678 members 
Mstep: Class 16 contains 1016 members 
Mstep: Class 17 contains 4573 members 
Mstep: Class 18 contains 12235 members 
Mstep: Class 19 contains 12437 members 
Mstep: Class 20 contains 5175 members 
Mstep: Class 21 contains 26148 members 
Mstep: Class 22 contains 34934 members 
Mstep: Class 23 contains 42286 members 
Mstep: Class 24 contains 37360 members 
Mstep: Class 25 contains 5500 members 
Mstep: Class 26 contains 40426 members 
Mstep: Class 27 contains 4728 members 
Mstep: Class 28 contains 3399 members 
Mstep: Class 29 contains 6277 members 
Mstep: Class 30 contains 89808 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14066 members 
Mstep: Class 33 contains 8518 members 
Mstep: Class 34 contains 22740 members 
Mstep: Class 35 contains 4742 members 
Mstep: Class 36 contains 1355 members 
Mstep: Class 37 contains 13953 members 
Mstep: Class 38 contains 9067 members 
Mstep: Class 39 contains 10441 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 709 members 
Mstep: Class 42 contains 15051 members 
Mstep: Class 43 contains 4669 members 
Mstep: Class 44 contains 13102 members 
Mstep: Class 45 contains 22106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745168.000000 Penalty: 149342.796875
Iteration 109Q: 46 clusters Score -6.474517e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 4021 members 
Mstep: Class 4 contains 5278 members 
Mstep: Class 5 contains 9896 members 
Mstep: Class 6 contains 17384 members 
Mstep: Class 7 contains 46311 members 
Mstep: Class 8 contains 11738 members 
Mstep: Class 9 contains 9065 members 
Mstep: Class 10 contains 29970 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9397 members 
Mstep: Class 14 contains 14822 members 
Mstep: Class 15 contains 3678 members 
Mstep: Class 16 contains 1016 members 
Mstep: Class 17 contains 4572 members 
Mstep: Class 18 contains 12231 members 
Mstep: Class 19 contains 12426 members 
Mstep: Class 20 contains 5174 members 
Mstep: Class 21 contains 26148 members 
Mstep: Class 22 contains 35002 members 
Mstep: Class 23 contains 42292 members 
Mstep: Class 24 contains 37365 members 
Mstep: Class 25 contains 5500 members 
Mstep: Class 26 contains 40374 members 
Mstep: Class 27 contains 4728 members 
Mstep: Class 28 contains 3398 members 
Mstep: Class 29 contains 6304 members 
Mstep: Class 30 contains 89808 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14068 members 
Mstep: Class 33 contains 8519 members 
Mstep: Class 34 contains 22717 members 
Mstep: Class 35 contains 4742 members 
Mstep: Class 36 contains 1355 members 
Mstep: Class 37 contains 13956 members 
Mstep: Class 38 contains 9072 members 
Mstep: Class 39 contains 10441 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 709 members 
Mstep: Class 42 contains 15059 members 
Mstep: Class 43 contains 4673 members 
Mstep: Class 44 contains 13088 members 
Mstep: Class 45 contains 22113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745336.000000 Penalty: 149342.796875
Iteration 110Q: 46 clusters Score -6.474534e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 5276 members 
Mstep: Class 5 contains 9895 members 
Mstep: Class 6 contains 17390 members 
Mstep: Class 7 contains 46286 members 
Mstep: Class 8 contains 11737 members 
Mstep: Class 9 contains 9062 members 
Mstep: Class 10 contains 29966 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9397 members 
Mstep: Class 14 contains 14824 members 
Mstep: Class 15 contains 3677 members 
Mstep: Class 16 contains 1016 members 
Mstep: Class 17 contains 4571 members 
Mstep: Class 18 contains 12223 members 
Mstep: Class 19 contains 12413 members 
Mstep: Class 20 contains 5169 members 
Mstep: Class 21 contains 26143 members 
Mstep: Class 22 contains 35057 members 
Mstep: Class 23 contains 42300 members 
Mstep: Class 24 contains 37364 members 
Mstep: Class 25 contains 5498 members 
Mstep: Class 26 contains 40334 members 
Mstep: Class 27 contains 4727 members 
Mstep: Class 28 contains 3401 members 
Mstep: Class 29 contains 6327 members 
Mstep: Class 30 contains 89808 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14066 members 
Mstep: Class 33 contains 8518 members 
Mstep: Class 34 contains 22704 members 
Mstep: Class 35 contains 4743 members 
Mstep: Class 36 contains 1355 members 
Mstep: Class 37 contains 13967 members 
Mstep: Class 38 contains 9081 members 
Mstep: Class 39 contains 10440 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 709 members 
Mstep: Class 42 contains 15065 members 
Mstep: Class 43 contains 4678 members 
Mstep: Class 44 contains 13075 members 
Mstep: Class 45 contains 22120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745296.000000 Penalty: 149342.796875
Iteration 111Q: 46 clusters Score -6.47453e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 5274 members 
Mstep: Class 5 contains 9900 members 
Mstep: Class 6 contains 17396 members 
Mstep: Class 7 contains 46267 members 
Mstep: Class 8 contains 11738 members 
Mstep: Class 9 contains 9058 members 
Mstep: Class 10 contains 29958 members 
Mstep: Class 11 contains 2520 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9397 members 
Mstep: Class 14 contains 14825 members 
Mstep: Class 15 contains 3676 members 
Mstep: Class 16 contains 1016 members 
Mstep: Class 17 contains 4571 members 
Mstep: Class 18 contains 12217 members 
Mstep: Class 19 contains 12403 members 
Mstep: Class 20 contains 5170 members 
Mstep: Class 21 contains 26150 members 
Mstep: Class 22 contains 35104 members 
Mstep: Class 23 contains 42310 members 
Mstep: Class 24 contains 37353 members 
Mstep: Class 25 contains 5498 members 
Mstep: Class 26 contains 40308 members 
Mstep: Class 27 contains 4727 members 
Mstep: Class 28 contains 3403 members 
Mstep: Class 29 contains 6345 members 
Mstep: Class 30 contains 89807 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14065 members 
Mstep: Class 33 contains 8517 members 
Mstep: Class 34 contains 22684 members 
Mstep: Class 35 contains 4747 members 
Mstep: Class 36 contains 1355 members 
Mstep: Class 37 contains 13971 members 
Mstep: Class 38 contains 9085 members 
Mstep: Class 39 contains 10441 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 709 members 
Mstep: Class 42 contains 15071 members 
Mstep: Class 43 contains 4678 members 
Mstep: Class 44 contains 13059 members 
Mstep: Class 45 contains 22126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745440.000000 Penalty: 149342.796875
Iteration 112Q: 46 clusters Score -6.474544e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 4039 members 
Mstep: Class 4 contains 5273 members 
Mstep: Class 5 contains 9903 members 
Mstep: Class 6 contains 17405 members 
Mstep: Class 7 contains 46246 members 
Mstep: Class 8 contains 11737 members 
Mstep: Class 9 contains 9054 members 
Mstep: Class 10 contains 29957 members 
Mstep: Class 11 contains 2521 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9397 members 
Mstep: Class 14 contains 14823 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 1016 members 
Mstep: Class 17 contains 4574 members 
Mstep: Class 18 contains 12207 members 
Mstep: Class 19 contains 12395 members 
Mstep: Class 20 contains 5171 members 
Mstep: Class 21 contains 26156 members 
Mstep: Class 22 contains 35142 members 
Mstep: Class 23 contains 42317 members 
Mstep: Class 24 contains 37347 members 
Mstep: Class 25 contains 5501 members 
Mstep: Class 26 contains 40277 members 
Mstep: Class 27 contains 4727 members 
Mstep: Class 28 contains 3400 members 
Mstep: Class 29 contains 6365 members 
Mstep: Class 30 contains 89811 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14066 members 
Mstep: Class 33 contains 8514 members 
Mstep: Class 34 contains 22668 members 
Mstep: Class 35 contains 4749 members 
Mstep: Class 36 contains 1355 members 
Mstep: Class 37 contains 13975 members 
Mstep: Class 38 contains 9087 members 
Mstep: Class 39 contains 10441 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 709 members 
Mstep: Class 42 contains 15084 members 
Mstep: Class 43 contains 4678 members 
Mstep: Class 44 contains 13045 members 
Mstep: Class 45 contains 22130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745512.000000 Penalty: 149342.796875
Iteration 113Q: 46 clusters Score -6.474551e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 4045 members 
Mstep: Class 4 contains 5273 members 
Mstep: Class 5 contains 9905 members 
Mstep: Class 6 contains 17412 members 
Mstep: Class 7 contains 46215 members 
Mstep: Class 8 contains 11737 members 
Mstep: Class 9 contains 9052 members 
Mstep: Class 10 contains 29962 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9397 members 
Mstep: Class 14 contains 14822 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 1016 members 
Mstep: Class 17 contains 4574 members 
Mstep: Class 18 contains 12196 members 
Mstep: Class 19 contains 12380 members 
Mstep: Class 20 contains 5172 members 
Mstep: Class 21 contains 26167 members 
Mstep: Class 22 contains 35180 members 
Mstep: Class 23 contains 42325 members 
Mstep: Class 24 contains 37349 members 
Mstep: Class 25 contains 5501 members 
Mstep: Class 26 contains 40237 members 
Mstep: Class 27 contains 4727 members 
Mstep: Class 28 contains 3398 members 
Mstep: Class 29 contains 6386 members 
Mstep: Class 30 contains 89813 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14070 members 
Mstep: Class 33 contains 8513 members 
Mstep: Class 34 contains 22647 members 
Mstep: Class 35 contains 4750 members 
Mstep: Class 36 contains 1355 members 
Mstep: Class 37 contains 13980 members 
Mstep: Class 38 contains 9086 members 
Mstep: Class 39 contains 10440 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 709 members 
Mstep: Class 42 contains 15090 members 
Mstep: Class 43 contains 4678 members 
Mstep: Class 44 contains 13047 members 
Mstep: Class 45 contains 22136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745436.000000 Penalty: 149342.796875
Iteration 114Q: 46 clusters Score -6.474544e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 4 contains 5271 members 
Mstep: Class 5 contains 9909 members 
Mstep: Class 6 contains 17417 members 
Mstep: Class 7 contains 46183 members 
Mstep: Class 8 contains 11737 members 
Mstep: Class 9 contains 9049 members 
Mstep: Class 10 contains 29964 members 
Mstep: Class 11 contains 2520 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9397 members 
Mstep: Class 14 contains 14824 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 1016 members 
Mstep: Class 17 contains 4574 members 
Mstep: Class 18 contains 12184 members 
Mstep: Class 19 contains 12359 members 
Mstep: Class 20 contains 5170 members 
Mstep: Class 21 contains 26179 members 
Mstep: Class 22 contains 35226 members 
Mstep: Class 23 contains 42326 members 
Mstep: Class 24 contains 37345 members 
Mstep: Class 25 contains 5502 members 
Mstep: Class 26 contains 40215 members 
Mstep: Class 27 contains 4728 members 
Mstep: Class 28 contains 3399 members 
Mstep: Class 29 contains 6418 members 
Mstep: Class 30 contains 89813 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14072 members 
Mstep: Class 33 contains 8512 members 
Mstep: Class 34 contains 22633 members 
Mstep: Class 35 contains 4752 members 
Mstep: Class 36 contains 1355 members 
Mstep: Class 37 contains 13980 members 
Mstep: Class 38 contains 9087 members 
Mstep: Class 39 contains 10438 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 709 members 
Mstep: Class 42 contains 15086 members 
Mstep: Class 43 contains 4678 members 
Mstep: Class 44 contains 13041 members 
Mstep: Class 45 contains 22141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745324.000000 Penalty: 149342.796875
Iteration 115Q: 46 clusters Score -6.474532e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 4057 members 
Mstep: Class 4 contains 5269 members 
Mstep: Class 5 contains 9916 members 
Mstep: Class 6 contains 17422 members 
Mstep: Class 7 contains 46159 members 
Mstep: Class 8 contains 11735 members 
Mstep: Class 9 contains 9050 members 
Mstep: Class 10 contains 29968 members 
Mstep: Class 11 contains 2517 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9397 members 
Mstep: Class 14 contains 14821 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 1016 members 
Mstep: Class 17 contains 4574 members 
Mstep: Class 18 contains 12178 members 
Mstep: Class 19 contains 12348 members 
Mstep: Class 20 contains 5172 members 
Mstep: Class 21 contains 26179 members 
Mstep: Class 22 contains 35263 members 
Mstep: Class 23 contains 42332 members 
Mstep: Class 24 contains 37338 members 
Mstep: Class 25 contains 5500 members 
Mstep: Class 26 contains 40186 members 
Mstep: Class 27 contains 4728 members 
Mstep: Class 28 contains 3399 members 
Mstep: Class 29 contains 6446 members 
Mstep: Class 30 contains 89811 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14072 members 
Mstep: Class 33 contains 8508 members 
Mstep: Class 34 contains 22615 members 
Mstep: Class 35 contains 4752 members 
Mstep: Class 36 contains 1355 members 
Mstep: Class 37 contains 13989 members 
Mstep: Class 38 contains 9090 members 
Mstep: Class 39 contains 10432 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 709 members 
Mstep: Class 42 contains 15086 members 
Mstep: Class 43 contains 4678 members 
Mstep: Class 44 contains 13052 members 
Mstep: Class 45 contains 22149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745344.000000 Penalty: 149342.796875
Iteration 116Q: 46 clusters Score -6.474534e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 4063 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 9920 members 
Mstep: Class 6 contains 17425 members 
Mstep: Class 7 contains 46123 members 
Mstep: Class 8 contains 11736 members 
Mstep: Class 9 contains 9049 members 
Mstep: Class 10 contains 29970 members 
Mstep: Class 11 contains 2516 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9398 members 
Mstep: Class 14 contains 14816 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 1016 members 
Mstep: Class 17 contains 4574 members 
Mstep: Class 18 contains 12169 members 
Mstep: Class 19 contains 12339 members 
Mstep: Class 20 contains 5173 members 
Mstep: Class 21 contains 26174 members 
Mstep: Class 22 contains 35302 members 
Mstep: Class 23 contains 42334 members 
Mstep: Class 24 contains 37327 members 
Mstep: Class 25 contains 5499 members 
Mstep: Class 26 contains 40168 members 
Mstep: Class 27 contains 4729 members 
Mstep: Class 28 contains 3399 members 
Mstep: Class 29 contains 6466 members 
Mstep: Class 30 contains 89809 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14072 members 
Mstep: Class 33 contains 8507 members 
Mstep: Class 34 contains 22613 members 
Mstep: Class 35 contains 4753 members 
Mstep: Class 36 contains 1355 members 
Mstep: Class 37 contains 13998 members 
Mstep: Class 38 contains 9091 members 
Mstep: Class 39 contains 10428 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 709 members 
Mstep: Class 42 contains 15086 members 
Mstep: Class 43 contains 4678 members 
Mstep: Class 44 contains 13061 members 
Mstep: Class 45 contains 22155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745328.000000 Penalty: 149342.796875
Iteration 117Q: 46 clusters Score -6.474533e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 4079 members 
Mstep: Class 4 contains 5266 members 
Mstep: Class 5 contains 9922 members 
Mstep: Class 6 contains 17428 members 
Mstep: Class 7 contains 46098 members 
Mstep: Class 8 contains 11735 members 
Mstep: Class 9 contains 9044 members 
Mstep: Class 10 contains 29973 members 
Mstep: Class 11 contains 2516 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9399 members 
Mstep: Class 14 contains 14819 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 1016 members 
Mstep: Class 17 contains 4574 members 
Mstep: Class 18 contains 12154 members 
Mstep: Class 19 contains 12325 members 
Mstep: Class 20 contains 5172 members 
Mstep: Class 21 contains 26165 members 
Mstep: Class 22 contains 35335 members 
Mstep: Class 23 contains 42337 members 
Mstep: Class 24 contains 37327 members 
Mstep: Class 25 contains 5495 members 
Mstep: Class 26 contains 40149 members 
Mstep: Class 27 contains 4729 members 
Mstep: Class 28 contains 3399 members 
Mstep: Class 29 contains 6479 members 
Mstep: Class 30 contains 89810 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14072 members 
Mstep: Class 33 contains 8509 members 
Mstep: Class 34 contains 22614 members 
Mstep: Class 35 contains 4755 members 
Mstep: Class 36 contains 1355 members 
Mstep: Class 37 contains 14005 members 
Mstep: Class 38 contains 9094 members 
Mstep: Class 39 contains 10428 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 709 members 
Mstep: Class 42 contains 15083 members 
Mstep: Class 43 contains 4678 members 
Mstep: Class 44 contains 13066 members 
Mstep: Class 45 contains 22160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745520.000000 Penalty: 149342.796875
Iteration 118Q: 46 clusters Score -6.474552e+07 nChanged 206
Entering ConstructFrom: 
Score: -64745520.000000 Penalty: 149342.796875
Entering ConstructFrom: 
Trying to split cluster 1 (12416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Entering Unmasked Estep 
Score: -1222560.875000 Penalty: 2337.832031
	Iteration 0F: 2 clusters Score -1222561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1213323.000000 Penalty: 4675.664062
	Iteration 0F: 3 clusters Score -1213323 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1216353.750000 Penalty: 4675.664062
	Iteration 1F: 3 clusters Score -1216354 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1216891.125000 Penalty: 4675.664062
	Iteration 2F: 3 clusters Score -1216891 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1217402.250000 Penalty: 4675.664062
	Iteration 3F: 3 clusters Score -1217402 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1217879.000000 Penalty: 4675.664062
	Iteration 4F: 3 clusters Score -1217879 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1218261.625000 Penalty: 4675.664062
	Iteration 5F: 3 clusters Score -1218262 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1218586.500000 Penalty: 4675.664062
	Iteration 6Q: 3 clusters Score -1218586 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1218894.500000 Penalty: 4675.664062
	Iteration 7Q: 3 clusters Score -1218894 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1219181.250000 Penalty: 4675.664062
	Iteration 8Q: 3 clusters Score -1219181 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1219441.125000 Penalty: 4675.664062
	Iteration 9Q: 3 clusters Score -1219441 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1219697.500000 Penalty: 4675.664062
	Iteration 10Q: 3 clusters Score -1219698 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1219927.375000 Penalty: 4675.664062
	Iteration 11Q: 3 clusters Score -1219927 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1220101.750000 Penalty: 4675.664062
	Iteration 12Q: 3 clusters Score -1220102 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1220247.250000 Penalty: 4675.664062
	Iteration 13Q: 3 clusters Score -1220247 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1220360.250000 Penalty: 4675.664062
	Iteration 14Q: 3 clusters Score -1220360 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1220447.500000 Penalty: 4675.664062
	Iteration 15Q: 3 clusters Score -1220448 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1220544.875000 Penalty: 4675.664062
	Iteration 16Q: 3 clusters Score -1220545 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1220621.125000 Penalty: 4675.664062
	Iteration 17Q: 3 clusters Score -1220621 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1220682.375000 Penalty: 4675.664062
	Iteration 18Q: 3 clusters Score -1220682 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1220734.500000 Penalty: 4675.664062
	Iteration 19Q: 3 clusters Score -1220734 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1220780.250000 Penalty: 4675.664062
	Iteration 20F: 3 clusters Score -1220780 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1220842.000000 Penalty: 4675.664062
	Iteration 21Q: 3 clusters Score -1220842 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1220889.375000 Penalty: 4675.664062
	Iteration 22Q: 3 clusters Score -1220889 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1220941.250000 Penalty: 4675.664062
	Iteration 23Q: 3 clusters Score -1220941 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1220985.750000 Penalty: 4675.664062
	Iteration 24Q: 3 clusters Score -1220986 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1221033.250000 Penalty: 4675.664062
	Iteration 25Q: 3 clusters Score -1221033 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1221084.750000 Penalty: 4675.664062
	Iteration 26Q: 3 clusters Score -1221085 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1221124.250000 Penalty: 4675.664062
	Iteration 27Q: 3 clusters Score -1221124 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1221157.000000 Penalty: 4675.664062
	Iteration 28Q: 3 clusters Score -1221157 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1221180.625000 Penalty: 4675.664062
	Iteration 29Q: 3 clusters Score -1221181 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1221203.500000 Penalty: 4675.664062
	Iteration 30Q: 3 clusters Score -1221204 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1221221.625000 Penalty: 4675.664062
	Iteration 31Q: 3 clusters Score -1221222 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1221238.625000 Penalty: 4675.664062
	Iteration 32Q: 3 clusters Score -1221239 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1221257.500000 Penalty: 4675.664062
	Iteration 33Q: 3 clusters Score -1221258 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1221271.750000 Penalty: 4675.664062
	Iteration 34Q: 3 clusters Score -1221272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1221280.125000 Penalty: 4675.664062
	Iteration 35Q: 3 clusters Score -1221280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1221290.000000 Penalty: 4675.664062
	Iteration 36Q: 3 clusters Score -1221290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1221305.250000 Penalty: 4675.664062
	Iteration 37Q: 3 clusters Score -1221305 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1221320.250000 Penalty: 4675.664062
	Iteration 38Q: 3 clusters Score -1221320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1221334.000000 Penalty: 4675.664062
	Iteration 39Q: 3 clusters Score -1221334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1221342.625000 Penalty: 4675.664062
	Iteration 40F: 3 clusters Score -1221343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1221349.250000 Penalty: 4675.664062
	Iteration 41Q: 3 clusters Score -1221349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1221354.125000 Penalty: 4675.664062
	Iteration 42Q: 3 clusters Score -1221354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1221357.750000 Penalty: 4675.664062
	Iteration 43Q: 3 clusters Score -1221358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1221359.250000 Penalty: 4675.664062
	Iteration 44Q: 3 clusters Score -1221359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1221367.000000 Penalty: 4675.664062
	Iteration 45Q: 3 clusters Score -1221367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1221368.750000 Penalty: 4675.664062
	Iteration 46Q: 3 clusters Score -1221369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1221375.125000 Penalty: 4675.664062
	Iteration 47Q: 3 clusters Score -1221375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1221376.375000 Penalty: 4675.664062
	Iteration 48Q: 3 clusters Score -1221376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1221374.875000 Penalty: 4675.664062
	Iteration 49Q: 3 clusters Score -1221375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1221376.250000 Penalty: 4675.664062
	Iteration 50Q: 3 clusters Score -1221376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1221380.000000 Penalty: 4675.664062
	Iteration 51Q: 3 clusters Score -1221380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1221381.375000 Penalty: 4675.664062
	Iteration 52Q: 3 clusters Score -1221381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1221382.625000 Penalty: 4675.664062
	Iteration 53Q: 3 clusters Score -1221383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1221383.625000 Penalty: 4675.664062
	Iteration 54Q: 3 clusters Score -1221384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1221384.625000 Penalty: 4675.664062
	Iteration 55Q: 3 clusters Score -1221385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1221385.875000 Penalty: 4675.664062
	Iteration 56Q: 3 clusters Score -1221386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1221389.125000 Penalty: 4675.664062
	Iteration 57Q: 3 clusters Score -1221389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1221391.125000 Penalty: 4675.664062
	Iteration 58Q: 3 clusters Score -1221391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1221393.375000 Penalty: 4675.664062
	Iteration 59Q: 3 clusters Score -1221393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1221391.875000 Penalty: 4675.664062
	Iteration 60F: 3 clusters Score -1221392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -57767.847656 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -57767.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -56136.875000 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -56136.88 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -56648.171875 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -56648.17 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -57080.777344 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -57080.78 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -57551.742188 Penalty: 3232.031738
	Iteration 3F: 3 clusters Score -57551.74 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -57752.992188 Penalty: 3232.031738
	Iteration 4Q: 3 clusters Score -57752.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -57859.898438 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -57859.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -57923.417969 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -57923.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -57973.835938 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -57973.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -57995.484375 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -57995.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -58004.078125 Penalty: 3232.031738
	Iteration 9Q: 3 clusters Score -58004.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -58006.875000 Penalty: 3232.031738
	Iteration 10Q: 3 clusters Score -58006.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -58008.195312 Penalty: 3232.031738
	Iteration 11Q: 3 clusters Score -58008.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -58010.128906 Penalty: 3232.031738
	Iteration 12Q: 3 clusters Score -58010.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -58010.128906 Penalty: 3232.031738
	Iteration 13F: 3 clusters Score -58010.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 4085 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9923 members 
Mstep: Class 6 contains 17432 members 
Mstep: Class 7 contains 46076 members 
Mstep: Class 8 contains 11733 members 
Mstep: Class 9 contains 9040 members 
Mstep: Class 10 contains 29970 members 
Mstep: Class 11 contains 2515 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9399 members 
Mstep: Class 14 contains 14820 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 1016 members 
Mstep: Class 17 contains 4574 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 12308 members 
Mstep: Class 20 contains 5174 members 
Mstep: Class 21 contains 26165 members 
Mstep: Class 22 contains 35369 members 
Mstep: Class 23 contains 42339 members 
Mstep: Class 24 contains 37319 members 
Mstep: Class 25 contains 5493 members 
Mstep: Class 26 contains 40132 members 
Mstep: Class 27 contains 4729 members 
Mstep: Class 28 contains 3399 members 
Mstep: Class 29 contains 6497 members 
Mstep: Class 30 contains 89809 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14074 members 
Mstep: Class 33 contains 8510 members 
Mstep: Class 34 contains 22615 members 
Mstep: Class 35 contains 4757 members 
Mstep: Class 36 contains 1355 members 
Mstep: Class 37 contains 14012 members 
Mstep: Class 38 contains 9097 members 
Mstep: Class 39 contains 10426 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 709 members 
Mstep: Class 42 contains 15083 members 
Mstep: Class 43 contains 4678 members 
Mstep: Class 44 contains 13077 members 
Mstep: Class 45 contains 22161 members 
Mstep: Class 46 contains 349 members 
Entering Unmasked Estep 
Score: -64744088.000000 Penalty: 152661.515625
Splitting cluster 2 changes total score from -64745520.000000 to -64744088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (4085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Entering Unmasked Estep 
Score: -324281.187500 Penalty: 2062.139160
	Iteration 0F: 2 clusters Score -324281.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -320363.375000 Penalty: 4124.278320
	Iteration 0F: 3 clusters Score -320363.4 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -321299.531250 Penalty: 4124.278320
	Iteration 1F: 3 clusters Score -321299.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -321519.875000 Penalty: 4124.278320
	Iteration 2F: 3 clusters Score -321519.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -321686.125000 Penalty: 4124.278320
	Iteration 3F: 3 clusters Score -321686.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -321848.250000 Penalty: 4124.278320
	Iteration 4Q: 3 clusters Score -321848.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -321983.125000 Penalty: 4124.278320
	Iteration 5Q: 3 clusters Score -321983.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -322080.000000 Penalty: 4124.278320
	Iteration 6Q: 3 clusters Score -322080 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -322165.656250 Penalty: 4124.278320
	Iteration 7Q: 3 clusters Score -322165.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -322238.437500 Penalty: 4124.278320
	Iteration 8Q: 3 clusters Score -322238.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -322296.875000 Penalty: 4124.278320
	Iteration 9Q: 3 clusters Score -322296.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -322351.781250 Penalty: 4124.278320
	Iteration 10Q: 3 clusters Score -322351.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -322404.843750 Penalty: 4124.278320
	Iteration 11Q: 3 clusters Score -322404.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -322448.000000 Penalty: 4124.278320
	Iteration 12Q: 3 clusters Score -322448 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -322488.812500 Penalty: 4124.278320
	Iteration 13Q: 3 clusters Score -322488.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -322522.562500 Penalty: 4124.278320
	Iteration 14Q: 3 clusters Score -322522.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -322551.531250 Penalty: 4124.278320
	Iteration 15Q: 3 clusters Score -322551.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -322577.875000 Penalty: 4124.278320
	Iteration 16Q: 3 clusters Score -322577.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -322592.375000 Penalty: 4124.278320
	Iteration 17Q: 3 clusters Score -322592.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -322605.656250 Penalty: 4124.278320
	Iteration 18Q: 3 clusters Score -322605.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -322615.031250 Penalty: 4124.278320
	Iteration 19Q: 3 clusters Score -322615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -322623.781250 Penalty: 4124.278320
	Iteration 20F: 3 clusters Score -322623.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -322626.468750 Penalty: 4124.278320
	Iteration 21Q: 3 clusters Score -322626.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -322633.468750 Penalty: 4124.278320
	Iteration 22Q: 3 clusters Score -322633.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -322640.093750 Penalty: 4124.278320
	Iteration 23Q: 3 clusters Score -322640.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -322648.781250 Penalty: 4124.278320
	Iteration 24Q: 3 clusters Score -322648.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -322656.000000 Penalty: 4124.278320
	Iteration 25Q: 3 clusters Score -322656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -322666.281250 Penalty: 4124.278320
	Iteration 26Q: 3 clusters Score -322666.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -322673.250000 Penalty: 4124.278320
	Iteration 27Q: 3 clusters Score -322673.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -322679.406250 Penalty: 4124.278320
	Iteration 28Q: 3 clusters Score -322679.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -322684.531250 Penalty: 4124.278320
	Iteration 29Q: 3 clusters Score -322684.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -322688.281250 Penalty: 4124.278320
	Iteration 30Q: 3 clusters Score -322688.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -322691.843750 Penalty: 4124.278320
	Iteration 31Q: 3 clusters Score -322691.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -322697.750000 Penalty: 4124.278320
	Iteration 32Q: 3 clusters Score -322697.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -322702.656250 Penalty: 4124.278320
	Iteration 33Q: 3 clusters Score -322702.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -322708.093750 Penalty: 4124.278320
	Iteration 34Q: 3 clusters Score -322708.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -322712.968750 Penalty: 4124.278320
	Iteration 35Q: 3 clusters Score -322713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -322716.500000 Penalty: 4124.278320
	Iteration 36Q: 3 clusters Score -322716.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -322720.156250 Penalty: 4124.278320
	Iteration 37Q: 3 clusters Score -322720.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -322723.968750 Penalty: 4124.278320
	Iteration 38Q: 3 clusters Score -322724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -322726.281250 Penalty: 4124.278320
	Iteration 39Q: 3 clusters Score -322726.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -322726.906250 Penalty: 4124.278320
	Iteration 40F: 3 clusters Score -322726.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -322731.156250 Penalty: 4124.278320
	Iteration 41Q: 3 clusters Score -322731.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -322736.375000 Penalty: 4124.278320
	Iteration 42Q: 3 clusters Score -322736.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -322738.812500 Penalty: 4124.278320
	Iteration 43Q: 3 clusters Score -322738.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -322739.062500 Penalty: 4124.278320
	Iteration 44Q: 3 clusters Score -322739.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -322739.187500 Penalty: 4124.278320
	Iteration 45Q: 3 clusters Score -322739.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -322740.750000 Penalty: 4124.278320
	Iteration 46Q: 3 clusters Score -322740.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -322742.812500 Penalty: 4124.278320
	Iteration 47Q: 3 clusters Score -322742.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -322745.906250 Penalty: 4124.278320
	Iteration 48Q: 3 clusters Score -322745.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -322746.593750 Penalty: 4124.278320
	Iteration 49Q: 3 clusters Score -322746.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -322747.500000 Penalty: 4124.278320
	Iteration 50Q: 3 clusters Score -322747.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -322749.906250 Penalty: 4124.278320
	Iteration 51Q: 3 clusters Score -322749.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -322750.843750 Penalty: 4124.278320
	Iteration 52Q: 3 clusters Score -322750.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -322752.781250 Penalty: 4124.278320
	Iteration 53Q: 3 clusters Score -322752.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -322754.187500 Penalty: 4124.278320
	Iteration 54Q: 3 clusters Score -322754.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -322757.437500 Penalty: 4124.278320
	Iteration 55Q: 3 clusters Score -322757.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -322758.781250 Penalty: 4124.278320
	Iteration 56Q: 3 clusters Score -322758.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -322759.968750 Penalty: 4124.278320
	Iteration 57Q: 3 clusters Score -322760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -322762.281250 Penalty: 4124.278320
	Iteration 58Q: 3 clusters Score -322762.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -322765.437500 Penalty: 4124.278320
	Iteration 59Q: 3 clusters Score -322765.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -322767.875000 Penalty: 4124.278320
	Iteration 60F: 3 clusters Score -322767.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -322770.875000 Penalty: 4124.278320
	Iteration 61Q: 3 clusters Score -322770.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -322774.281250 Penalty: 4124.278320
	Iteration 62Q: 3 clusters Score -322774.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -322776.156250 Penalty: 4124.278320
	Iteration 63Q: 3 clusters Score -322776.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -322780.718750 Penalty: 4124.278320
	Iteration 64Q: 3 clusters Score -322780.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -322782.812500 Penalty: 4124.278320
	Iteration 65Q: 3 clusters Score -322782.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -322788.156250 Penalty: 4124.278320
	Iteration 66Q: 3 clusters Score -322788.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -322794.312500 Penalty: 4124.278320
	Iteration 67Q: 3 clusters Score -322794.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -322798.062500 Penalty: 4124.278320
	Iteration 68Q: 3 clusters Score -322798.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -322801.156250 Penalty: 4124.278320
	Iteration 69Q: 3 clusters Score -322801.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -322802.656250 Penalty: 4124.278320
	Iteration 70Q: 3 clusters Score -322802.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -322803.312500 Penalty: 4124.278320
	Iteration 71Q: 3 clusters Score -322803.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -322803.312500 Penalty: 4124.278320
	Iteration 72F: 3 clusters Score -322803.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Entering Unmasked Estep 
Score: -572478.125000 Penalty: 2125.071289
	Iteration 0F: 2 clusters Score -572478.1 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 2651 members 
Entering Unmasked Estep 
Score: -567773.500000 Penalty: 4250.142578
	Iteration 0F: 3 clusters Score -567773.5 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -568920.125000 Penalty: 4250.142578
	Iteration 1F: 3 clusters Score -568920.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -569132.437500 Penalty: 4250.142578
	Iteration 2F: 3 clusters Score -569132.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -569282.125000 Penalty: 4250.142578
	Iteration 3Q: 3 clusters Score -569282.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -569402.250000 Penalty: 4250.142578
	Iteration 4Q: 3 clusters Score -569402.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -569497.500000 Penalty: 4250.142578
	Iteration 5Q: 3 clusters Score -569497.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -569582.187500 Penalty: 4250.142578
	Iteration 6Q: 3 clusters Score -569582.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -569657.437500 Penalty: 4250.142578
	Iteration 7Q: 3 clusters Score -569657.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -569731.437500 Penalty: 4250.142578
	Iteration 8Q: 3 clusters Score -569731.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -569806.937500 Penalty: 4250.142578
	Iteration 9Q: 3 clusters Score -569806.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -569892.500000 Penalty: 4250.142578
	Iteration 10Q: 3 clusters Score -569892.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -569999.687500 Penalty: 4250.142578
	Iteration 11Q: 3 clusters Score -569999.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -570135.562500 Penalty: 4250.142578
	Iteration 12Q: 3 clusters Score -570135.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -570295.312500 Penalty: 4250.142578
	Iteration 13Q: 3 clusters Score -570295.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -570482.562500 Penalty: 4250.142578
	Iteration 14Q: 3 clusters Score -570482.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -570690.687500 Penalty: 4250.142578
	Iteration 15Q: 3 clusters Score -570690.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -570969.875000 Penalty: 4250.142578
	Iteration 16Q: 3 clusters Score -570969.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -571250.937500 Penalty: 4250.142578
	Iteration 17Q: 3 clusters Score -571250.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -571551.000000 Penalty: 4250.142578
	Iteration 18Q: 3 clusters Score -571551 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -571784.250000 Penalty: 4250.142578
	Iteration 19Q: 3 clusters Score -571784.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -571910.062500 Penalty: 4250.142578
	Iteration 20F: 3 clusters Score -571910.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -571961.187500 Penalty: 4250.142578
	Iteration 21Q: 3 clusters Score -571961.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -571977.937500 Penalty: 4250.142578
	Iteration 22Q: 3 clusters Score -571977.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -571987.125000 Penalty: 4250.142578
	Iteration 23Q: 3 clusters Score -571987.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -571993.187500 Penalty: 4250.142578
	Iteration 24Q: 3 clusters Score -571993.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -571993.937500 Penalty: 4250.142578
	Iteration 25Q: 3 clusters Score -571993.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -571994.812500 Penalty: 4250.142578
	Iteration 26Q: 3 clusters Score -571994.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -571995.687500 Penalty: 4250.142578
	Iteration 27Q: 3 clusters Score -571995.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -571995.750000 Penalty: 4250.142578
	Iteration 28Q: 3 clusters Score -571995.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -571995.375000 Penalty: 4250.142578
	Iteration 29Q: 3 clusters Score -571995.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -571995.375000 Penalty: 4250.142578
	Iteration 30F: 3 clusters Score -571995.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Entering Unmasked Estep 
Score: -986225.187500 Penalty: 2282.247559
	Iteration 0F: 2 clusters Score -986225.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -978614.125000 Penalty: 4564.495117
	Iteration 0F: 3 clusters Score -978614.1 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -980758.625000 Penalty: 4564.495117
	Iteration 1F: 3 clusters Score -980758.6 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -981107.125000 Penalty: 4564.495117
	Iteration 2F: 3 clusters Score -981107.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -981383.125000 Penalty: 4564.495117
	Iteration 3F: 3 clusters Score -981383.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -981614.625000 Penalty: 4564.495117
	Iteration 4Q: 3 clusters Score -981614.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -981839.062500 Penalty: 4564.495117
	Iteration 5Q: 3 clusters Score -981839.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -982065.562500 Penalty: 4564.495117
	Iteration 6Q: 3 clusters Score -982065.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -982291.375000 Penalty: 4564.495117
	Iteration 7Q: 3 clusters Score -982291.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -982491.062500 Penalty: 4564.495117
	Iteration 8Q: 3 clusters Score -982491.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -982669.312500 Penalty: 4564.495117
	Iteration 9Q: 3 clusters Score -982669.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -982829.625000 Penalty: 4564.495117
	Iteration 10Q: 3 clusters Score -982829.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -982986.375000 Penalty: 4564.495117
	Iteration 11Q: 3 clusters Score -982986.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -983120.875000 Penalty: 4564.495117
	Iteration 12Q: 3 clusters Score -983120.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -983237.812500 Penalty: 4564.495117
	Iteration 13Q: 3 clusters Score -983237.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -983349.875000 Penalty: 4564.495117
	Iteration 14Q: 3 clusters Score -983349.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -983448.437500 Penalty: 4564.495117
	Iteration 15Q: 3 clusters Score -983448.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -983557.312500 Penalty: 4564.495117
	Iteration 16Q: 3 clusters Score -983557.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -983675.875000 Penalty: 4564.495117
	Iteration 17Q: 3 clusters Score -983675.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -983781.187500 Penalty: 4564.495117
	Iteration 18Q: 3 clusters Score -983781.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -983862.312500 Penalty: 4564.495117
	Iteration 19Q: 3 clusters Score -983862.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -983933.250000 Penalty: 4564.495117
	Iteration 20F: 3 clusters Score -983933.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -983982.750000 Penalty: 4564.495117
	Iteration 21Q: 3 clusters Score -983982.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -984033.812500 Penalty: 4564.495117
	Iteration 22Q: 3 clusters Score -984033.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -984071.562500 Penalty: 4564.495117
	Iteration 23Q: 3 clusters Score -984071.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -984107.750000 Penalty: 4564.495117
	Iteration 24Q: 3 clusters Score -984107.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -984140.375000 Penalty: 4564.495117
	Iteration 25Q: 3 clusters Score -984140.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -984164.125000 Penalty: 4564.495117
	Iteration 26Q: 3 clusters Score -984164.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -984188.187500 Penalty: 4564.495117
	Iteration 27Q: 3 clusters Score -984188.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -984203.687500 Penalty: 4564.495117
	Iteration 28Q: 3 clusters Score -984203.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -984215.125000 Penalty: 4564.495117
	Iteration 29Q: 3 clusters Score -984215.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -984227.500000 Penalty: 4564.495117
	Iteration 30Q: 3 clusters Score -984227.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -984238.500000 Penalty: 4564.495117
	Iteration 31Q: 3 clusters Score -984238.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -984253.875000 Penalty: 4564.495117
	Iteration 32Q: 3 clusters Score -984253.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -984269.937500 Penalty: 4564.495117
	Iteration 33Q: 3 clusters Score -984269.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -984278.187500 Penalty: 4564.495117
	Iteration 34Q: 3 clusters Score -984278.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -984285.812500 Penalty: 4564.495117
	Iteration 35Q: 3 clusters Score -984285.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -984295.312500 Penalty: 4564.495117
	Iteration 36Q: 3 clusters Score -984295.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -984302.437500 Penalty: 4564.495117
	Iteration 37Q: 3 clusters Score -984302.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -984306.062500 Penalty: 4564.495117
	Iteration 38Q: 3 clusters Score -984306.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -984313.937500 Penalty: 4564.495117
	Iteration 39Q: 3 clusters Score -984313.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -984320.250000 Penalty: 4564.495117
	Iteration 40F: 3 clusters Score -984320.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -984328.937500 Penalty: 4564.495117
	Iteration 41Q: 3 clusters Score -984328.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -984339.750000 Penalty: 4564.495117
	Iteration 42Q: 3 clusters Score -984339.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -984352.687500 Penalty: 4564.495117
	Iteration 43Q: 3 clusters Score -984352.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -984362.125000 Penalty: 4564.495117
	Iteration 44Q: 3 clusters Score -984362.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -984376.062500 Penalty: 4564.495117
	Iteration 45Q: 3 clusters Score -984376.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -984385.937500 Penalty: 4564.495117
	Iteration 46Q: 3 clusters Score -984385.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -984394.687500 Penalty: 4564.495117
	Iteration 47Q: 3 clusters Score -984394.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -984400.187500 Penalty: 4564.495117
	Iteration 48Q: 3 clusters Score -984400.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -984411.000000 Penalty: 4564.495117
	Iteration 49Q: 3 clusters Score -984411 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -984423.937500 Penalty: 4564.495117
	Iteration 50Q: 3 clusters Score -984423.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -984432.812500 Penalty: 4564.495117
	Iteration 51Q: 3 clusters Score -984432.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -984443.687500 Penalty: 4564.495117
	Iteration 52Q: 3 clusters Score -984443.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -984449.687500 Penalty: 4564.495117
	Iteration 53Q: 3 clusters Score -984449.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -984456.625000 Penalty: 4564.495117
	Iteration 54Q: 3 clusters Score -984456.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -984461.187500 Penalty: 4564.495117
	Iteration 55Q: 3 clusters Score -984461.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -984465.625000 Penalty: 4564.495117
	Iteration 56Q: 3 clusters Score -984465.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -984466.625000 Penalty: 4564.495117
	Iteration 57Q: 3 clusters Score -984466.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -984469.062500 Penalty: 4564.495117
	Iteration 58Q: 3 clusters Score -984469.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -984471.437500 Penalty: 4564.495117
	Iteration 59Q: 3 clusters Score -984471.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -984473.250000 Penalty: 4564.495117
	Iteration 60F: 3 clusters Score -984473.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -984477.250000 Penalty: 4564.495117
	Iteration 61Q: 3 clusters Score -984477.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -984476.687500 Penalty: 4564.495117
	Iteration 62Q: 3 clusters Score -984476.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -984481.937500 Penalty: 4564.495117
	Iteration 63Q: 3 clusters Score -984481.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -984482.750000 Penalty: 4564.495117
	Iteration 64Q: 3 clusters Score -984482.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -984482.000000 Penalty: 4564.495117
	Iteration 65Q: 3 clusters Score -984482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -984484.250000 Penalty: 4564.495117
	Iteration 66Q: 3 clusters Score -984484.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -984485.375000 Penalty: 4564.495117
	Iteration 67Q: 3 clusters Score -984485.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -984484.187500 Penalty: 4564.495117
	Iteration 68Q: 3 clusters Score -984484.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -984484.187500 Penalty: 4564.495117
	Iteration 69F: 3 clusters Score -984484.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Entering Unmasked Estep 
Score: -1888552.875000 Penalty: 2421.983643
	Iteration 0F: 2 clusters Score -1888553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1876064.000000 Penalty: 4843.967285
	Iteration 0F: 3 clusters Score -1876064 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1880236.375000 Penalty: 4843.967285
	Iteration 1F: 3 clusters Score -1880236 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1880702.125000 Penalty: 4843.967285
	Iteration 2F: 3 clusters Score -1880702 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1881154.625000 Penalty: 4843.967285
	Iteration 3F: 3 clusters Score -1881155 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1881648.250000 Penalty: 4843.967285
	Iteration 4F: 3 clusters Score -1881648 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1882183.125000 Penalty: 4843.967285
	Iteration 5F: 3 clusters Score -1882183 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1882774.625000 Penalty: 4843.967285
	Iteration 6F: 3 clusters Score -1882775 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1883365.625000 Penalty: 4843.967285
	Iteration 7F: 3 clusters Score -1883366 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1883875.625000 Penalty: 4843.967285
	Iteration 8Q: 3 clusters Score -1883876 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1884310.750000 Penalty: 4843.967285
	Iteration 9Q: 3 clusters Score -1884311 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1884663.375000 Penalty: 4843.967285
	Iteration 10Q: 3 clusters Score -1884663 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1884914.250000 Penalty: 4843.967285
	Iteration 11Q: 3 clusters Score -1884914 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1885110.375000 Penalty: 4843.967285
	Iteration 12Q: 3 clusters Score -1885110 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1885276.375000 Penalty: 4843.967285
	Iteration 13Q: 3 clusters Score -1885276 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1885436.500000 Penalty: 4843.967285
	Iteration 14Q: 3 clusters Score -1885436 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1885569.625000 Penalty: 4843.967285
	Iteration 15Q: 3 clusters Score -1885570 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1885690.125000 Penalty: 4843.967285
	Iteration 16Q: 3 clusters Score -1885690 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1885825.375000 Penalty: 4843.967285
	Iteration 17Q: 3 clusters Score -1885825 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1885945.875000 Penalty: 4843.967285
	Iteration 18Q: 3 clusters Score -1885946 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1886057.625000 Penalty: 4843.967285
	Iteration 19Q: 3 clusters Score -1886058 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1886146.625000 Penalty: 4843.967285
	Iteration 20F: 3 clusters Score -1886147 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1886210.125000 Penalty: 4843.967285
	Iteration 21Q: 3 clusters Score -1886210 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1886260.500000 Penalty: 4843.967285
	Iteration 22Q: 3 clusters Score -1886260 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1886293.125000 Penalty: 4843.967285
	Iteration 23Q: 3 clusters Score -1886293 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1886327.625000 Penalty: 4843.967285
	Iteration 24Q: 3 clusters Score -1886328 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1886365.500000 Penalty: 4843.967285
	Iteration 25Q: 3 clusters Score -1886366 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1886384.375000 Penalty: 4843.967285
	Iteration 26Q: 3 clusters Score -1886384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1886400.000000 Penalty: 4843.967285
	Iteration 27Q: 3 clusters Score -1886400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1886410.000000 Penalty: 4843.967285
	Iteration 28Q: 3 clusters Score -1886410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1886424.625000 Penalty: 4843.967285
	Iteration 29Q: 3 clusters Score -1886425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1886429.250000 Penalty: 4843.967285
	Iteration 30Q: 3 clusters Score -1886429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1886441.625000 Penalty: 4843.967285
	Iteration 31Q: 3 clusters Score -1886442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1886449.500000 Penalty: 4843.967285
	Iteration 32Q: 3 clusters Score -1886450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1886457.000000 Penalty: 4843.967285
	Iteration 33Q: 3 clusters Score -1886457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1886459.000000 Penalty: 4843.967285
	Iteration 34Q: 3 clusters Score -1886459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1886462.625000 Penalty: 4843.967285
	Iteration 35Q: 3 clusters Score -1886463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1886467.250000 Penalty: 4843.967285
	Iteration 36Q: 3 clusters Score -1886467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1886471.875000 Penalty: 4843.967285
	Iteration 37Q: 3 clusters Score -1886472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1886473.750000 Penalty: 4843.967285
	Iteration 38Q: 3 clusters Score -1886474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1886476.875000 Penalty: 4843.967285
	Iteration 39Q: 3 clusters Score -1886477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1886484.750000 Penalty: 4843.967285
	Iteration 40F: 3 clusters Score -1886485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1886490.250000 Penalty: 4843.967285
	Iteration 41Q: 3 clusters Score -1886490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1886491.000000 Penalty: 4843.967285
	Iteration 42Q: 3 clusters Score -1886491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1886493.000000 Penalty: 4843.967285
	Iteration 43Q: 3 clusters Score -1886493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1886499.000000 Penalty: 4843.967285
	Iteration 44Q: 3 clusters Score -1886499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1886498.500000 Penalty: 4843.967285
	Iteration 45Q: 3 clusters Score -1886498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1886499.875000 Penalty: 4843.967285
	Iteration 46Q: 3 clusters Score -1886500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1886500.250000 Penalty: 4843.967285
	Iteration 47Q: 3 clusters Score -1886500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1886498.125000 Penalty: 4843.967285
	Iteration 48Q: 3 clusters Score -1886498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1886498.625000 Penalty: 4843.967285
	Iteration 49Q: 3 clusters Score -1886499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1886499.250000 Penalty: 4843.967285
	Iteration 50Q: 3 clusters Score -1886499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1886499.250000 Penalty: 4843.967285
	Iteration 51F: 3 clusters Score -1886499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (46076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Entering Unmasked Estep 
Score: -4991016.000000 Penalty: 2663.035889
	Iteration 0F: 2 clusters Score -4991016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -4959899.500000 Penalty: 5326.071777
	Iteration 0F: 3 clusters Score -4959900 nChanged 21285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -4971867.000000 Penalty: 5326.071777
	Iteration 1F: 3 clusters Score -4971867 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -4972665.500000 Penalty: 5326.071777
	Iteration 2Q: 3 clusters Score -4972666 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -4973637.500000 Penalty: 5326.071777
	Iteration 3Q: 3 clusters Score -4973638 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -4974903.000000 Penalty: 5326.071777
	Iteration 4F: 3 clusters Score -4974903 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -4976565.500000 Penalty: 5326.071777
	Iteration 5F: 3 clusters Score -4976566 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -4978622.000000 Penalty: 5326.071777
	Iteration 6F: 3 clusters Score -4978622 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -4980777.500000 Penalty: 5326.071777
	Iteration 7F: 3 clusters Score -4980778 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -4982936.500000 Penalty: 5326.071777
	Iteration 8F: 3 clusters Score -4982936 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -4984847.500000 Penalty: 5326.071777
	Iteration 9F: 3 clusters Score -4984848 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -4986479.500000 Penalty: 5326.071777
	Iteration 10Q: 3 clusters Score -4986480 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -4988015.000000 Penalty: 5326.071777
	Iteration 11Q: 3 clusters Score -4988015 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -4989274.000000 Penalty: 5326.071777
	Iteration 12Q: 3 clusters Score -4989274 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -4990288.500000 Penalty: 5326.071777
	Iteration 13Q: 3 clusters Score -4990288 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -4991024.000000 Penalty: 5326.071777
	Iteration 14Q: 3 clusters Score -4991024 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -4991577.500000 Penalty: 5326.071777
	Iteration 15Q: 3 clusters Score -4991578 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -4991985.000000 Penalty: 5326.071777
	Iteration 16Q: 3 clusters Score -4991985 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -4992225.500000 Penalty: 5326.071777
	Iteration 17Q: 3 clusters Score -4992226 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -4992390.000000 Penalty: 5326.071777
	Iteration 18Q: 3 clusters Score -4992390 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -4992516.500000 Penalty: 5326.071777
	Iteration 19Q: 3 clusters Score -4992516 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -4992594.000000 Penalty: 5326.071777
	Iteration 20F: 3 clusters Score -4992594 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -4992652.000000 Penalty: 5326.071777
	Iteration 21Q: 3 clusters Score -4992652 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -4992708.500000 Penalty: 5326.071777
	Iteration 22Q: 3 clusters Score -4992708 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -4992744.500000 Penalty: 5326.071777
	Iteration 23Q: 3 clusters Score -4992744 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -4992781.000000 Penalty: 5326.071777
	Iteration 24Q: 3 clusters Score -4992781 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -4992792.000000 Penalty: 5326.071777
	Iteration 25Q: 3 clusters Score -4992792 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -4992801.500000 Penalty: 5326.071777
	Iteration 26Q: 3 clusters Score -4992802 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -4992794.500000 Penalty: 5326.071777
	Iteration 27Q: 3 clusters Score -4992794 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -4992803.000000 Penalty: 5326.071777
	Iteration 28Q: 3 clusters Score -4992803 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -4992825.000000 Penalty: 5326.071777
	Iteration 29Q: 3 clusters Score -4992825 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -4992820.500000 Penalty: 5326.071777
	Iteration 30Q: 3 clusters Score -4992820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -4992819.000000 Penalty: 5326.071777
	Iteration 31Q: 3 clusters Score -4992819 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -4992834.000000 Penalty: 5326.071777
	Iteration 32Q: 3 clusters Score -4992834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -4992827.000000 Penalty: 5326.071777
	Iteration 33Q: 3 clusters Score -4992827 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -4992829.500000 Penalty: 5326.071777
	Iteration 34Q: 3 clusters Score -4992830 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -4992841.000000 Penalty: 5326.071777
	Iteration 35Q: 3 clusters Score -4992841 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -4992847.000000 Penalty: 5326.071777
	Iteration 36Q: 3 clusters Score -4992847 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -4992854.000000 Penalty: 5326.071777
	Iteration 37Q: 3 clusters Score -4992854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -4992867.000000 Penalty: 5326.071777
	Iteration 38Q: 3 clusters Score -4992867 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -4992863.500000 Penalty: 5326.071777
	Iteration 39Q: 3 clusters Score -4992864 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -4992861.500000 Penalty: 5326.071777
	Iteration 40F: 3 clusters Score -4992862 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -4992876.000000 Penalty: 5326.071777
	Iteration 41Q: 3 clusters Score -4992876 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -4992872.500000 Penalty: 5326.071777
	Iteration 42Q: 3 clusters Score -4992872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -4992871.000000 Penalty: 5326.071777
	Iteration 43Q: 3 clusters Score -4992871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -4992865.000000 Penalty: 5326.071777
	Iteration 44Q: 3 clusters Score -4992865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -4992865.500000 Penalty: 5326.071777
	Iteration 45Q: 3 clusters Score -4992866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -4992868.500000 Penalty: 5326.071777
	Iteration 46Q: 3 clusters Score -4992868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -4992864.500000 Penalty: 5326.071777
	Iteration 47Q: 3 clusters Score -4992864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -4992874.000000 Penalty: 5326.071777
	Iteration 48Q: 3 clusters Score -4992874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -4992879.000000 Penalty: 5326.071777
	Iteration 49Q: 3 clusters Score -4992879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -4992878.500000 Penalty: 5326.071777
	Iteration 50Q: 3 clusters Score -4992878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -4992875.500000 Penalty: 5326.071777
	Iteration 51Q: 3 clusters Score -4992876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 32822 members 
Entering Unmasked Estep 
Score: -4992873.500000 Penalty: 5326.071777
	Iteration 52Q: 3 clusters Score -4992874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -4992873.000000 Penalty: 5326.071777
	Iteration 53Q: 3 clusters Score -4992873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -4992873.000000 Penalty: 5326.071777
	Iteration 54F: 3 clusters Score -4992873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 4085 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9923 members 
Mstep: Class 6 contains 17432 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 11733 members 
Mstep: Class 9 contains 9040 members 
Mstep: Class 10 contains 29970 members 
Mstep: Class 11 contains 2515 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9399 members 
Mstep: Class 14 contains 14820 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 1016 members 
Mstep: Class 17 contains 4574 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 12308 members 
Mstep: Class 20 contains 5174 members 
Mstep: Class 21 contains 26165 members 
Mstep: Class 22 contains 35369 members 
Mstep: Class 23 contains 42339 members 
Mstep: Class 24 contains 37319 members 
Mstep: Class 25 contains 5493 members 
Mstep: Class 26 contains 40132 members 
Mstep: Class 27 contains 4729 members 
Mstep: Class 28 contains 3399 members 
Mstep: Class 29 contains 6497 members 
Mstep: Class 30 contains 89809 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14074 members 
Mstep: Class 33 contains 8510 members 
Mstep: Class 34 contains 22615 members 
Mstep: Class 35 contains 4757 members 
Mstep: Class 36 contains 1355 members 
Mstep: Class 37 contains 14012 members 
Mstep: Class 38 contains 9097 members 
Mstep: Class 39 contains 10426 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 709 members 
Mstep: Class 42 contains 15083 members 
Mstep: Class 43 contains 4678 members 
Mstep: Class 44 contains 13077 members 
Mstep: Class 45 contains 22161 members 
Mstep: Class 46 contains 32823 members 
Entering Unmasked Estep 
Score: -64746848.000000 Penalty: 152661.515625
Splitting cluster 7 changes total score from -64745520.000000 to -64746848.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 8 (11733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Entering Unmasked Estep 
Score: -1265633.875000 Penalty: 2323.800049
	Iteration 0F: 2 clusters Score -1265634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1256822.875000 Penalty: 4647.600098
	Iteration 0F: 3 clusters Score -1256823 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1259861.625000 Penalty: 4647.600098
	Iteration 1F: 3 clusters Score -1259862 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1260773.750000 Penalty: 4647.600098
	Iteration 2F: 3 clusters Score -1260774 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1262057.250000 Penalty: 4647.600098
	Iteration 3F: 3 clusters Score -1262057 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1263599.125000 Penalty: 4647.600098
	Iteration 4F: 3 clusters Score -1263599 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1264773.875000 Penalty: 4647.600098
	Iteration 5F: 3 clusters Score -1264774 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1265761.375000 Penalty: 4647.600098
	Iteration 6F: 3 clusters Score -1265761 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1266788.375000 Penalty: 4647.600098
	Iteration 7Q: 3 clusters Score -1266788 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1267285.125000 Penalty: 4647.600098
	Iteration 8Q: 3 clusters Score -1267285 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1267431.250000 Penalty: 4647.600098
	Iteration 9Q: 3 clusters Score -1267431 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1267478.500000 Penalty: 4647.600098
	Iteration 10Q: 3 clusters Score -1267478 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1267492.250000 Penalty: 4647.600098
	Iteration 11Q: 3 clusters Score -1267492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1267493.125000 Penalty: 4647.600098
	Iteration 12Q: 3 clusters Score -1267493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1267496.750000 Penalty: 4647.600098
	Iteration 13Q: 3 clusters Score -1267497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1267496.500000 Penalty: 4647.600098
	Iteration 14Q: 3 clusters Score -1267496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1267496.500000 Penalty: 4647.600098
	Iteration 15Q: 3 clusters Score -1267496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1267496.500000 Penalty: 4647.600098
	Iteration 16F: 3 clusters Score -1267496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 4085 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9923 members 
Mstep: Class 6 contains 17432 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 8780 members 
Mstep: Class 9 contains 9040 members 
Mstep: Class 10 contains 29970 members 
Mstep: Class 11 contains 2515 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9399 members 
Mstep: Class 14 contains 14820 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 1016 members 
Mstep: Class 17 contains 4574 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 12308 members 
Mstep: Class 20 contains 5174 members 
Mstep: Class 21 contains 26165 members 
Mstep: Class 22 contains 35369 members 
Mstep: Class 23 contains 42339 members 
Mstep: Class 24 contains 37319 members 
Mstep: Class 25 contains 5493 members 
Mstep: Class 26 contains 40132 members 
Mstep: Class 27 contains 4729 members 
Mstep: Class 28 contains 3399 members 
Mstep: Class 29 contains 6497 members 
Mstep: Class 30 contains 89809 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14074 members 
Mstep: Class 33 contains 8510 members 
Mstep: Class 34 contains 22615 members 
Mstep: Class 35 contains 4757 members 
Mstep: Class 36 contains 1355 members 
Mstep: Class 37 contains 14012 members 
Mstep: Class 38 contains 9097 members 
Mstep: Class 39 contains 10426 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 709 members 
Mstep: Class 42 contains 15083 members 
Mstep: Class 43 contains 4678 members 
Mstep: Class 44 contains 13077 members 
Mstep: Class 45 contains 22161 members 
Mstep: Class 46 contains 32823 members 
Mstep: Class 47 contains 2953 members 
Entering Unmasked Estep 
Score: -64747736.000000 Penalty: 155980.250000
Splitting cluster 8 changes total score from -64745520.000000 to -64747736.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 9 (9040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Entering Unmasked Estep 
Score: -900359.312500 Penalty: 2259.134766
	Iteration 0F: 2 clusters Score -900359.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -893298.750000 Penalty: 4518.269531
	Iteration 0F: 3 clusters Score -893298.8 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -895575.750000 Penalty: 4518.269531
	Iteration 1F: 3 clusters Score -895575.8 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -896122.687500 Penalty: 4518.269531
	Iteration 2F: 3 clusters Score -896122.7 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -896594.187500 Penalty: 4518.269531
	Iteration 3F: 3 clusters Score -896594.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -896995.000000 Penalty: 4518.269531
	Iteration 4F: 3 clusters Score -896995 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -897363.937500 Penalty: 4518.269531
	Iteration 5F: 3 clusters Score -897363.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -897665.125000 Penalty: 4518.269531
	Iteration 6Q: 3 clusters Score -897665.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -897937.625000 Penalty: 4518.269531
	Iteration 7Q: 3 clusters Score -897937.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -898180.937500 Penalty: 4518.269531
	Iteration 8Q: 3 clusters Score -898180.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -898381.062500 Penalty: 4518.269531
	Iteration 9Q: 3 clusters Score -898381.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -898548.687500 Penalty: 4518.269531
	Iteration 10Q: 3 clusters Score -898548.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -898707.625000 Penalty: 4518.269531
	Iteration 11Q: 3 clusters Score -898707.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -898819.750000 Penalty: 4518.269531
	Iteration 12Q: 3 clusters Score -898819.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -898901.687500 Penalty: 4518.269531
	Iteration 13Q: 3 clusters Score -898901.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -898966.312500 Penalty: 4518.269531
	Iteration 14Q: 3 clusters Score -898966.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -899022.375000 Penalty: 4518.269531
	Iteration 15Q: 3 clusters Score -899022.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -899067.000000 Penalty: 4518.269531
	Iteration 16Q: 3 clusters Score -899067 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -899101.062500 Penalty: 4518.269531
	Iteration 17Q: 3 clusters Score -899101.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -899115.187500 Penalty: 4518.269531
	Iteration 18Q: 3 clusters Score -899115.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -899134.562500 Penalty: 4518.269531
	Iteration 19Q: 3 clusters Score -899134.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -899144.437500 Penalty: 4518.269531
	Iteration 20F: 3 clusters Score -899144.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -899162.250000 Penalty: 4518.269531
	Iteration 21Q: 3 clusters Score -899162.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -899174.375000 Penalty: 4518.269531
	Iteration 22Q: 3 clusters Score -899174.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -899178.250000 Penalty: 4518.269531
	Iteration 23Q: 3 clusters Score -899178.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -899191.062500 Penalty: 4518.269531
	Iteration 24Q: 3 clusters Score -899191.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -899197.187500 Penalty: 4518.269531
	Iteration 25Q: 3 clusters Score -899197.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -899204.312500 Penalty: 4518.269531
	Iteration 26Q: 3 clusters Score -899204.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -899208.812500 Penalty: 4518.269531
	Iteration 27Q: 3 clusters Score -899208.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -899215.687500 Penalty: 4518.269531
	Iteration 28Q: 3 clusters Score -899215.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -899221.062500 Penalty: 4518.269531
	Iteration 29Q: 3 clusters Score -899221.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -899226.750000 Penalty: 4518.269531
	Iteration 30Q: 3 clusters Score -899226.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -899233.937500 Penalty: 4518.269531
	Iteration 31Q: 3 clusters Score -899233.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -899235.125000 Penalty: 4518.269531
	Iteration 32Q: 3 clusters Score -899235.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -899241.687500 Penalty: 4518.269531
	Iteration 33Q: 3 clusters Score -899241.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -899240.937500 Penalty: 4518.269531
	Iteration 34Q: 3 clusters Score -899240.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -899242.812500 Penalty: 4518.269531
	Iteration 35Q: 3 clusters Score -899242.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -899244.125000 Penalty: 4518.269531
	Iteration 36Q: 3 clusters Score -899244.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -899244.375000 Penalty: 4518.269531
	Iteration 37Q: 3 clusters Score -899244.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -899244.375000 Penalty: 4518.269531
	Iteration 38F: 3 clusters Score -899244.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Entering Unmasked Estep 
Score: -2964722.750000 Penalty: 2556.372070
	Iteration 0F: 2 clusters Score -2964723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -2944108.750000 Penalty: 5112.744141
	Iteration 0F: 3 clusters Score -2944109 nChanged 13550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2951496.000000 Penalty: 5112.744141
	Iteration 1F: 3 clusters Score -2951496 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2951996.000000 Penalty: 5112.744141
	Iteration 2Q: 3 clusters Score -2951996 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2952575.500000 Penalty: 5112.744141
	Iteration 3Q: 3 clusters Score -2952576 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2953336.250000 Penalty: 5112.744141
	Iteration 4Q: 3 clusters Score -2953336 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -2954388.250000 Penalty: 5112.744141
	Iteration 5F: 3 clusters Score -2954388 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2955712.000000 Penalty: 5112.744141
	Iteration 6F: 3 clusters Score -2955712 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2957260.750000 Penalty: 5112.744141
	Iteration 7F: 3 clusters Score -2957261 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2958607.750000 Penalty: 5112.744141
	Iteration 8F: 3 clusters Score -2958608 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2959665.750000 Penalty: 5112.744141
	Iteration 9F: 3 clusters Score -2959666 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2960417.000000 Penalty: 5112.744141
	Iteration 10Q: 3 clusters Score -2960417 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -2960951.000000 Penalty: 5112.744141
	Iteration 11Q: 3 clusters Score -2960951 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2961358.000000 Penalty: 5112.744141
	Iteration 12Q: 3 clusters Score -2961358 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2961742.750000 Penalty: 5112.744141
	Iteration 13Q: 3 clusters Score -2961743 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2962103.250000 Penalty: 5112.744141
	Iteration 14Q: 3 clusters Score -2962103 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2962426.500000 Penalty: 5112.744141
	Iteration 15Q: 3 clusters Score -2962426 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -2962661.750000 Penalty: 5112.744141
	Iteration 16Q: 3 clusters Score -2962662 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2962831.250000 Penalty: 5112.744141
	Iteration 17Q: 3 clusters Score -2962831 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2962951.750000 Penalty: 5112.744141
	Iteration 18Q: 3 clusters Score -2962952 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2963043.250000 Penalty: 5112.744141
	Iteration 19Q: 3 clusters Score -2963043 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -2963134.250000 Penalty: 5112.744141
	Iteration 20F: 3 clusters Score -2963134 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2963198.250000 Penalty: 5112.744141
	Iteration 21Q: 3 clusters Score -2963198 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2963265.750000 Penalty: 5112.744141
	Iteration 22Q: 3 clusters Score -2963266 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -2963329.750000 Penalty: 5112.744141
	Iteration 23Q: 3 clusters Score -2963330 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2963385.000000 Penalty: 5112.744141
	Iteration 24Q: 3 clusters Score -2963385 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2963437.250000 Penalty: 5112.744141
	Iteration 25Q: 3 clusters Score -2963437 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2963489.000000 Penalty: 5112.744141
	Iteration 26Q: 3 clusters Score -2963489 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2963521.000000 Penalty: 5112.744141
	Iteration 27Q: 3 clusters Score -2963521 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2963552.000000 Penalty: 5112.744141
	Iteration 28Q: 3 clusters Score -2963552 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2963588.750000 Penalty: 5112.744141
	Iteration 29Q: 3 clusters Score -2963589 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2963616.750000 Penalty: 5112.744141
	Iteration 30Q: 3 clusters Score -2963617 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2963641.000000 Penalty: 5112.744141
	Iteration 31Q: 3 clusters Score -2963641 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2963651.250000 Penalty: 5112.744141
	Iteration 32Q: 3 clusters Score -2963651 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2963666.000000 Penalty: 5112.744141
	Iteration 33Q: 3 clusters Score -2963666 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2963681.000000 Penalty: 5112.744141
	Iteration 34Q: 3 clusters Score -2963681 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2963698.250000 Penalty: 5112.744141
	Iteration 35Q: 3 clusters Score -2963698 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2963712.500000 Penalty: 5112.744141
	Iteration 36Q: 3 clusters Score -2963712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2963717.000000 Penalty: 5112.744141
	Iteration 37Q: 3 clusters Score -2963717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2963722.750000 Penalty: 5112.744141
	Iteration 38Q: 3 clusters Score -2963723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2963727.500000 Penalty: 5112.744141
	Iteration 39Q: 3 clusters Score -2963728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2963731.750000 Penalty: 5112.744141
	Iteration 40F: 3 clusters Score -2963732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2963739.750000 Penalty: 5112.744141
	Iteration 41Q: 3 clusters Score -2963740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2963741.250000 Penalty: 5112.744141
	Iteration 42Q: 3 clusters Score -2963741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2963743.000000 Penalty: 5112.744141
	Iteration 43Q: 3 clusters Score -2963743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2963742.750000 Penalty: 5112.744141
	Iteration 44Q: 3 clusters Score -2963743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2963740.000000 Penalty: 5112.744141
	Iteration 45Q: 3 clusters Score -2963740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2963743.250000 Penalty: 5112.744141
	Iteration 46Q: 3 clusters Score -2963743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2963750.250000 Penalty: 5112.744141
	Iteration 47Q: 3 clusters Score -2963750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2963750.750000 Penalty: 5112.744141
	Iteration 48Q: 3 clusters Score -2963751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2963752.750000 Penalty: 5112.744141
	Iteration 49Q: 3 clusters Score -2963753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2963755.000000 Penalty: 5112.744141
	Iteration 50Q: 3 clusters Score -2963755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2963757.750000 Penalty: 5112.744141
	Iteration 51Q: 3 clusters Score -2963758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2963757.750000 Penalty: 5112.744141
	Iteration 52Q: 3 clusters Score -2963758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2963756.750000 Penalty: 5112.744141
	Iteration 53Q: 3 clusters Score -2963757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2963759.000000 Penalty: 5112.744141
	Iteration 54Q: 3 clusters Score -2963759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2963758.750000 Penalty: 5112.744141
	Iteration 55Q: 3 clusters Score -2963759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2963758.500000 Penalty: 5112.744141
	Iteration 56Q: 3 clusters Score -2963758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2963758.750000 Penalty: 5112.744141
	Iteration 57Q: 3 clusters Score -2963759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2963758.750000 Penalty: 5112.744141
	Iteration 58Q: 3 clusters Score -2963759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2963757.000000 Penalty: 5112.744141
	Iteration 59Q: 3 clusters Score -2963757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2963757.000000 Penalty: 5112.744141
	Iteration 60F: 3 clusters Score -2963757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Entering Unmasked Estep 
Score: -250638.843750 Penalty: 1941.846924
	Iteration 0F: 2 clusters Score -250638.8 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 1266 members 
Entering Unmasked Estep 
Score: -247647.562500 Penalty: 3883.693848
	Iteration 0F: 3 clusters Score -247647.6 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -248238.062500 Penalty: 3883.693848
	Iteration 1F: 3 clusters Score -248238.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -248467.156250 Penalty: 3883.693848
	Iteration 2F: 3 clusters Score -248467.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -248646.718750 Penalty: 3883.693848
	Iteration 3F: 3 clusters Score -248646.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -248786.593750 Penalty: 3883.693848
	Iteration 4F: 3 clusters Score -248786.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -248882.718750 Penalty: 3883.693848
	Iteration 5Q: 3 clusters Score -248882.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -248965.375000 Penalty: 3883.693848
	Iteration 6Q: 3 clusters Score -248965.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -249037.968750 Penalty: 3883.693848
	Iteration 7Q: 3 clusters Score -249038 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -249086.250000 Penalty: 3883.693848
	Iteration 8Q: 3 clusters Score -249086.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -249109.312500 Penalty: 3883.693848
	Iteration 9Q: 3 clusters Score -249109.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -249125.718750 Penalty: 3883.693848
	Iteration 10Q: 3 clusters Score -249125.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -249137.359375 Penalty: 3883.693848
	Iteration 11Q: 3 clusters Score -249137.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -249149.765625 Penalty: 3883.693848
	Iteration 12Q: 3 clusters Score -249149.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -249164.046875 Penalty: 3883.693848
	Iteration 13Q: 3 clusters Score -249164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -249174.218750 Penalty: 3883.693848
	Iteration 14Q: 3 clusters Score -249174.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -249182.640625 Penalty: 3883.693848
	Iteration 15Q: 3 clusters Score -249182.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -249188.781250 Penalty: 3883.693848
	Iteration 16Q: 3 clusters Score -249188.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -249195.453125 Penalty: 3883.693848
	Iteration 17Q: 3 clusters Score -249195.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -249200.937500 Penalty: 3883.693848
	Iteration 18Q: 3 clusters Score -249200.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -249205.250000 Penalty: 3883.693848
	Iteration 19Q: 3 clusters Score -249205.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -249210.718750 Penalty: 3883.693848
	Iteration 20F: 3 clusters Score -249210.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -249216.156250 Penalty: 3883.693848
	Iteration 21Q: 3 clusters Score -249216.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -249226.609375 Penalty: 3883.693848
	Iteration 22Q: 3 clusters Score -249226.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -249230.812500 Penalty: 3883.693848
	Iteration 23Q: 3 clusters Score -249230.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -249231.171875 Penalty: 3883.693848
	Iteration 24Q: 3 clusters Score -249231.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -249231.171875 Penalty: 3883.693848
	Iteration 25F: 3 clusters Score -249231.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Entering Unmasked Estep 
Score: -100598.578125 Penalty: 1713.123291
	Iteration 0F: 2 clusters Score -100598.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -98714.554688 Penalty: 3426.246582
	Iteration 0F: 3 clusters Score -98714.55 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -99005.570312 Penalty: 3426.246582
	Iteration 1F: 3 clusters Score -99005.57 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -99107.664062 Penalty: 3426.246582
	Iteration 2F: 3 clusters Score -99107.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -99162.789062 Penalty: 3426.246582
	Iteration 3Q: 3 clusters Score -99162.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -99181.976562 Penalty: 3426.246582
	Iteration 4Q: 3 clusters Score -99181.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -99198.085938 Penalty: 3426.246582
	Iteration 5Q: 3 clusters Score -99198.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -99211.679688 Penalty: 3426.246582
	Iteration 6Q: 3 clusters Score -99211.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -99232.265625 Penalty: 3426.246582
	Iteration 7Q: 3 clusters Score -99232.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -99242.929688 Penalty: 3426.246582
	Iteration 8Q: 3 clusters Score -99242.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -99248.328125 Penalty: 3426.246582
	Iteration 9Q: 3 clusters Score -99248.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -99253.804688 Penalty: 3426.246582
	Iteration 10Q: 3 clusters Score -99253.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -99262.476562 Penalty: 3426.246582
	Iteration 11Q: 3 clusters Score -99262.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -99267.328125 Penalty: 3426.246582
	Iteration 12Q: 3 clusters Score -99267.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -99267.328125 Penalty: 3426.246582
	Iteration 13F: 3 clusters Score -99267.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Entering Unmasked Estep 
Score: -1003325.937500 Penalty: 2268.792969
	Iteration 0F: 2 clusters Score -1003326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -995982.125000 Penalty: 4537.585938
	Iteration 0F: 3 clusters Score -995982.1 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -998341.750000 Penalty: 4537.585938
	Iteration 1F: 3 clusters Score -998341.8 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -998894.750000 Penalty: 4537.585938
	Iteration 2F: 3 clusters Score -998894.8 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -999409.562500 Penalty: 4537.585938
	Iteration 3F: 3 clusters Score -999409.6 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -999850.562500 Penalty: 4537.585938
	Iteration 4F: 3 clusters Score -999850.6 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1000253.437500 Penalty: 4537.585938
	Iteration 5F: 3 clusters Score -1000253 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1000644.500000 Penalty: 4537.585938
	Iteration 6F: 3 clusters Score -1000644 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1000977.187500 Penalty: 4537.585938
	Iteration 7Q: 3 clusters Score -1000977 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1001217.687500 Penalty: 4537.585938
	Iteration 8Q: 3 clusters Score -1001218 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1001406.812500 Penalty: 4537.585938
	Iteration 9Q: 3 clusters Score -1001407 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1001556.562500 Penalty: 4537.585938
	Iteration 10Q: 3 clusters Score -1001557 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1001666.687500 Penalty: 4537.585938
	Iteration 11Q: 3 clusters Score -1001667 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1001756.187500 Penalty: 4537.585938
	Iteration 12Q: 3 clusters Score -1001756 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1001811.812500 Penalty: 4537.585938
	Iteration 13Q: 3 clusters Score -1001812 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1001852.062500 Penalty: 4537.585938
	Iteration 14Q: 3 clusters Score -1001852 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1001879.750000 Penalty: 4537.585938
	Iteration 15Q: 3 clusters Score -1001880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1001896.000000 Penalty: 4537.585938
	Iteration 16Q: 3 clusters Score -1001896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1001909.687500 Penalty: 4537.585938
	Iteration 17Q: 3 clusters Score -1001910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1001917.562500 Penalty: 4537.585938
	Iteration 18Q: 3 clusters Score -1001918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1001922.500000 Penalty: 4537.585938
	Iteration 19Q: 3 clusters Score -1001922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1001929.750000 Penalty: 4537.585938
	Iteration 20F: 3 clusters Score -1001930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1001929.250000 Penalty: 4537.585938
	Iteration 21Q: 3 clusters Score -1001929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1001932.312500 Penalty: 4537.585938
	Iteration 22Q: 3 clusters Score -1001932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1001932.375000 Penalty: 4537.585938
	Iteration 23Q: 3 clusters Score -1001932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1001933.875000 Penalty: 4537.585938
	Iteration 24Q: 3 clusters Score -1001934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1001934.750000 Penalty: 4537.585938
	Iteration 25Q: 3 clusters Score -1001935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1001934.750000 Penalty: 4537.585938
	Iteration 26F: 3 clusters Score -1001935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Entering Unmasked Estep 
Score: -1460671.500000 Penalty: 2381.725830
	Iteration 0F: 2 clusters Score -1460672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1449986.875000 Penalty: 4763.451660
	Iteration 0F: 3 clusters Score -1449987 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1453548.125000 Penalty: 4763.451660
	Iteration 1F: 3 clusters Score -1453548 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1454167.500000 Penalty: 4763.451660
	Iteration 2F: 3 clusters Score -1454168 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1454758.000000 Penalty: 4763.451660
	Iteration 3F: 3 clusters Score -1454758 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1455301.125000 Penalty: 4763.451660
	Iteration 4F: 3 clusters Score -1455301 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1455750.000000 Penalty: 4763.451660
	Iteration 5F: 3 clusters Score -1455750 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1456144.375000 Penalty: 4763.451660
	Iteration 6Q: 3 clusters Score -1456144 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1456484.250000 Penalty: 4763.451660
	Iteration 7Q: 3 clusters Score -1456484 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1456745.750000 Penalty: 4763.451660
	Iteration 8Q: 3 clusters Score -1456746 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1456927.750000 Penalty: 4763.451660
	Iteration 9Q: 3 clusters Score -1456928 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1457059.875000 Penalty: 4763.451660
	Iteration 10Q: 3 clusters Score -1457060 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1457176.625000 Penalty: 4763.451660
	Iteration 11Q: 3 clusters Score -1457177 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1457275.375000 Penalty: 4763.451660
	Iteration 12Q: 3 clusters Score -1457275 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1457363.125000 Penalty: 4763.451660
	Iteration 13Q: 3 clusters Score -1457363 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1457453.250000 Penalty: 4763.451660
	Iteration 14Q: 3 clusters Score -1457453 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1457540.750000 Penalty: 4763.451660
	Iteration 15Q: 3 clusters Score -1457541 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1457640.750000 Penalty: 4763.451660
	Iteration 16Q: 3 clusters Score -1457641 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1457729.125000 Penalty: 4763.451660
	Iteration 17Q: 3 clusters Score -1457729 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1457824.625000 Penalty: 4763.451660
	Iteration 18Q: 3 clusters Score -1457825 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1457903.875000 Penalty: 4763.451660
	Iteration 19Q: 3 clusters Score -1457904 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1457983.625000 Penalty: 4763.451660
	Iteration 20F: 3 clusters Score -1457984 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1458045.875000 Penalty: 4763.451660
	Iteration 21Q: 3 clusters Score -1458046 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1458085.875000 Penalty: 4763.451660
	Iteration 22Q: 3 clusters Score -1458086 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1458133.500000 Penalty: 4763.451660
	Iteration 23Q: 3 clusters Score -1458134 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1458182.125000 Penalty: 4763.451660
	Iteration 24Q: 3 clusters Score -1458182 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1458229.875000 Penalty: 4763.451660
	Iteration 25Q: 3 clusters Score -1458230 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1458275.250000 Penalty: 4763.451660
	Iteration 26Q: 3 clusters Score -1458275 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1458314.625000 Penalty: 4763.451660
	Iteration 27Q: 3 clusters Score -1458315 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1458343.625000 Penalty: 4763.451660
	Iteration 28Q: 3 clusters Score -1458344 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1458364.625000 Penalty: 4763.451660
	Iteration 29Q: 3 clusters Score -1458365 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1458377.375000 Penalty: 4763.451660
	Iteration 30Q: 3 clusters Score -1458377 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1458386.875000 Penalty: 4763.451660
	Iteration 31Q: 3 clusters Score -1458387 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1458399.125000 Penalty: 4763.451660
	Iteration 32Q: 3 clusters Score -1458399 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1458397.375000 Penalty: 4763.451660
	Iteration 33Q: 3 clusters Score -1458397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1458403.000000 Penalty: 4763.451660
	Iteration 34Q: 3 clusters Score -1458403 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1458406.875000 Penalty: 4763.451660
	Iteration 35Q: 3 clusters Score -1458407 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1458412.750000 Penalty: 4763.451660
	Iteration 36Q: 3 clusters Score -1458413 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1458411.250000 Penalty: 4763.451660
	Iteration 37Q: 3 clusters Score -1458411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1458417.000000 Penalty: 4763.451660
	Iteration 38Q: 3 clusters Score -1458417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1458421.500000 Penalty: 4763.451660
	Iteration 39Q: 3 clusters Score -1458422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1458422.125000 Penalty: 4763.451660
	Iteration 40F: 3 clusters Score -1458422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1458425.000000 Penalty: 4763.451660
	Iteration 41Q: 3 clusters Score -1458425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1458424.125000 Penalty: 4763.451660
	Iteration 42Q: 3 clusters Score -1458424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1458423.875000 Penalty: 4763.451660
	Iteration 43Q: 3 clusters Score -1458424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1458425.500000 Penalty: 4763.451660
	Iteration 44Q: 3 clusters Score -1458426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1458425.250000 Penalty: 4763.451660
	Iteration 45Q: 3 clusters Score -1458425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1458429.625000 Penalty: 4763.451660
	Iteration 46Q: 3 clusters Score -1458430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1458428.375000 Penalty: 4763.451660
	Iteration 47Q: 3 clusters Score -1458428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1458425.000000 Penalty: 4763.451660
	Iteration 48Q: 3 clusters Score -1458425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1458426.125000 Penalty: 4763.451660
	Iteration 49Q: 3 clusters Score -1458426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1458428.250000 Penalty: 4763.451660
	Iteration 50Q: 3 clusters Score -1458428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1458431.375000 Penalty: 4763.451660
	Iteration 51Q: 3 clusters Score -1458431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1458431.625000 Penalty: 4763.451660
	Iteration 52Q: 3 clusters Score -1458432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1458433.000000 Penalty: 4763.451660
	Iteration 53Q: 3 clusters Score -1458433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1458430.750000 Penalty: 4763.451660
	Iteration 54Q: 3 clusters Score -1458431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1458429.250000 Penalty: 4763.451660
	Iteration 55Q: 3 clusters Score -1458429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1458431.125000 Penalty: 4763.451660
	Iteration 56Q: 3 clusters Score -1458431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1458431.500000 Penalty: 4763.451660
	Iteration 57Q: 3 clusters Score -1458432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1458431.625000 Penalty: 4763.451660
	Iteration 58Q: 3 clusters Score -1458432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1458432.000000 Penalty: 4763.451660
	Iteration 59Q: 3 clusters Score -1458432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1458433.125000 Penalty: 4763.451660
	Iteration 60F: 3 clusters Score -1458433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1458431.500000 Penalty: 4763.451660
	Iteration 61Q: 3 clusters Score -1458432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1458430.375000 Penalty: 4763.451660
	Iteration 62Q: 3 clusters Score -1458430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1458428.000000 Penalty: 4763.451660
	Iteration 63Q: 3 clusters Score -1458428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1458428.375000 Penalty: 4763.451660
	Iteration 64Q: 3 clusters Score -1458428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1458429.500000 Penalty: 4763.451660
	Iteration 65Q: 3 clusters Score -1458430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1458429.500000 Penalty: 4763.451660
	Iteration 66F: 3 clusters Score -1458430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Entering Unmasked Estep 
Score: -228794.218750 Penalty: 2035.570801
	Iteration 0F: 2 clusters Score -228794.2 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 1847 members 
Entering Unmasked Estep 
Score: -225188.843750 Penalty: 4071.141602
	Iteration 0F: 3 clusters Score -225188.8 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -226053.718750 Penalty: 4071.141602
	Iteration 1F: 3 clusters Score -226053.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -226305.437500 Penalty: 4071.141602
	Iteration 2F: 3 clusters Score -226305.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -226483.703125 Penalty: 4071.141602
	Iteration 3F: 3 clusters Score -226483.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -226654.328125 Penalty: 4071.141602
	Iteration 4Q: 3 clusters Score -226654.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -226823.062500 Penalty: 4071.141602
	Iteration 5Q: 3 clusters Score -226823.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -227021.828125 Penalty: 4071.141602
	Iteration 6Q: 3 clusters Score -227021.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -227189.750000 Penalty: 4071.141602
	Iteration 7Q: 3 clusters Score -227189.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -227320.203125 Penalty: 4071.141602
	Iteration 8Q: 3 clusters Score -227320.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -227409.343750 Penalty: 4071.141602
	Iteration 9Q: 3 clusters Score -227409.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -227468.031250 Penalty: 4071.141602
	Iteration 10Q: 3 clusters Score -227468 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -227506.687500 Penalty: 4071.141602
	Iteration 11Q: 3 clusters Score -227506.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -227536.453125 Penalty: 4071.141602
	Iteration 12Q: 3 clusters Score -227536.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -227549.515625 Penalty: 4071.141602
	Iteration 13Q: 3 clusters Score -227549.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -227557.484375 Penalty: 4071.141602
	Iteration 14Q: 3 clusters Score -227557.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -227563.906250 Penalty: 4071.141602
	Iteration 15Q: 3 clusters Score -227563.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -227573.000000 Penalty: 4071.141602
	Iteration 16Q: 3 clusters Score -227573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -227579.875000 Penalty: 4071.141602
	Iteration 17Q: 3 clusters Score -227579.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -227583.812500 Penalty: 4071.141602
	Iteration 18Q: 3 clusters Score -227583.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -227585.484375 Penalty: 4071.141602
	Iteration 19Q: 3 clusters Score -227585.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -227590.062500 Penalty: 4071.141602
	Iteration 20F: 3 clusters Score -227590.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -227594.578125 Penalty: 4071.141602
	Iteration 21Q: 3 clusters Score -227594.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -227606.734375 Penalty: 4071.141602
	Iteration 22Q: 3 clusters Score -227606.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -227620.421875 Penalty: 4071.141602
	Iteration 23Q: 3 clusters Score -227620.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -227636.937500 Penalty: 4071.141602
	Iteration 24Q: 3 clusters Score -227636.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -227651.390625 Penalty: 4071.141602
	Iteration 25Q: 3 clusters Score -227651.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -227663.140625 Penalty: 4071.141602
	Iteration 26Q: 3 clusters Score -227663.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -227674.750000 Penalty: 4071.141602
	Iteration 27Q: 3 clusters Score -227674.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -227680.375000 Penalty: 4071.141602
	Iteration 28Q: 3 clusters Score -227680.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -227685.609375 Penalty: 4071.141602
	Iteration 29Q: 3 clusters Score -227685.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -227691.953125 Penalty: 4071.141602
	Iteration 30Q: 3 clusters Score -227692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -227695.000000 Penalty: 4071.141602
	Iteration 31Q: 3 clusters Score -227695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -227701.359375 Penalty: 4071.141602
	Iteration 32Q: 3 clusters Score -227701.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -227706.875000 Penalty: 4071.141602
	Iteration 33Q: 3 clusters Score -227706.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -227708.953125 Penalty: 4071.141602
	Iteration 34Q: 3 clusters Score -227709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -227711.531250 Penalty: 4071.141602
	Iteration 35Q: 3 clusters Score -227711.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -227715.000000 Penalty: 4071.141602
	Iteration 36Q: 3 clusters Score -227715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -227718.265625 Penalty: 4071.141602
	Iteration 37Q: 3 clusters Score -227718.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -227721.281250 Penalty: 4071.141602
	Iteration 38Q: 3 clusters Score -227721.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -227724.031250 Penalty: 4071.141602
	Iteration 39Q: 3 clusters Score -227724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -227724.593750 Penalty: 4071.141602
	Iteration 40F: 3 clusters Score -227724.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -227725.312500 Penalty: 4071.141602
	Iteration 41Q: 3 clusters Score -227725.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -227725.625000 Penalty: 4071.141602
	Iteration 42Q: 3 clusters Score -227725.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -227725.625000 Penalty: 4071.141602
	Iteration 43F: 3 clusters Score -227725.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Entering Unmasked Estep 
Score: -88928.125000 Penalty: 1717.059937
	Iteration 0F: 2 clusters Score -88928.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -87055.117188 Penalty: 3434.119873
	Iteration 0F: 3 clusters Score -87055.12 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -87686.664062 Penalty: 3434.119873
	Iteration 1F: 3 clusters Score -87686.66 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -88445.679688 Penalty: 3434.119873
	Iteration 2F: 3 clusters Score -88445.68 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -89345.257812 Penalty: 3434.119873
	Iteration 3F: 3 clusters Score -89345.26 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -90490.890625 Penalty: 3434.119873
	Iteration 4F: 3 clusters Score -90490.89 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -91083.703125 Penalty: 3434.119873
	Iteration 5F: 3 clusters Score -91083.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -91408.453125 Penalty: 3434.119873
	Iteration 6Q: 3 clusters Score -91408.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -91774.046875 Penalty: 3434.119873
	Iteration 7Q: 3 clusters Score -91774.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -91807.390625 Penalty: 3434.119873
	Iteration 8Q: 3 clusters Score -91807.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -91834.265625 Penalty: 3434.119873
	Iteration 9Q: 3 clusters Score -91834.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -91851.914062 Penalty: 3434.119873
	Iteration 10Q: 3 clusters Score -91851.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -91878.250000 Penalty: 3434.119873
	Iteration 11Q: 3 clusters Score -91878.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -91878.250000 Penalty: 3434.119873
	Iteration 12F: 3 clusters Score -91878.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 4085 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9923 members 
Mstep: Class 6 contains 17432 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 8780 members 
Mstep: Class 9 contains 9040 members 
Mstep: Class 10 contains 29970 members 
Mstep: Class 11 contains 2515 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9399 members 
Mstep: Class 14 contains 14820 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 4574 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 12308 members 
Mstep: Class 20 contains 5174 members 
Mstep: Class 21 contains 26165 members 
Mstep: Class 22 contains 35369 members 
Mstep: Class 23 contains 42339 members 
Mstep: Class 24 contains 37319 members 
Mstep: Class 25 contains 5493 members 
Mstep: Class 26 contains 40132 members 
Mstep: Class 27 contains 4729 members 
Mstep: Class 28 contains 3399 members 
Mstep: Class 29 contains 6497 members 
Mstep: Class 30 contains 89809 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14074 members 
Mstep: Class 33 contains 8510 members 
Mstep: Class 34 contains 22615 members 
Mstep: Class 35 contains 4757 members 
Mstep: Class 36 contains 1355 members 
Mstep: Class 37 contains 14012 members 
Mstep: Class 38 contains 9097 members 
Mstep: Class 39 contains 10426 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 709 members 
Mstep: Class 42 contains 15083 members 
Mstep: Class 43 contains 4678 members 
Mstep: Class 44 contains 13077 members 
Mstep: Class 45 contains 22161 members 
Mstep: Class 46 contains 32823 members 
Mstep: Class 47 contains 2953 members 
Mstep: Class 48 contains 729 members 
Entering Unmasked Estep 
Score: -64749092.000000 Penalty: 159298.968750
Splitting cluster 16 changes total score from -64745520.000000 to -64749092.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 17 (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: -494764.437500 Penalty: 2090.179688
	Iteration 0F: 2 clusters Score -494764.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -490533.218750 Penalty: 4180.359375
	Iteration 0F: 3 clusters Score -490533.2 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -491508.593750 Penalty: 4180.359375
	Iteration 1F: 3 clusters Score -491508.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -491825.656250 Penalty: 4180.359375
	Iteration 2F: 3 clusters Score -491825.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -492174.343750 Penalty: 4180.359375
	Iteration 3F: 3 clusters Score -492174.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -492531.593750 Penalty: 4180.359375
	Iteration 4F: 3 clusters Score -492531.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -492840.750000 Penalty: 4180.359375
	Iteration 5F: 3 clusters Score -492840.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -493103.687500 Penalty: 4180.359375
	Iteration 6F: 3 clusters Score -493103.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -493285.875000 Penalty: 4180.359375
	Iteration 7Q: 3 clusters Score -493285.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -493421.187500 Penalty: 4180.359375
	Iteration 8Q: 3 clusters Score -493421.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -493513.937500 Penalty: 4180.359375
	Iteration 9Q: 3 clusters Score -493513.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -493596.531250 Penalty: 4180.359375
	Iteration 10Q: 3 clusters Score -493596.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -493654.031250 Penalty: 4180.359375
	Iteration 11Q: 3 clusters Score -493654 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -493687.062500 Penalty: 4180.359375
	Iteration 12Q: 3 clusters Score -493687.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -493727.312500 Penalty: 4180.359375
	Iteration 13Q: 3 clusters Score -493727.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -493758.968750 Penalty: 4180.359375
	Iteration 14Q: 3 clusters Score -493759 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -493783.343750 Penalty: 4180.359375
	Iteration 15Q: 3 clusters Score -493783.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -493803.281250 Penalty: 4180.359375
	Iteration 16Q: 3 clusters Score -493803.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -493817.375000 Penalty: 4180.359375
	Iteration 17Q: 3 clusters Score -493817.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -493825.250000 Penalty: 4180.359375
	Iteration 18Q: 3 clusters Score -493825.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -493833.843750 Penalty: 4180.359375
	Iteration 19Q: 3 clusters Score -493833.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -493842.875000 Penalty: 4180.359375
	Iteration 20F: 3 clusters Score -493842.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -493848.500000 Penalty: 4180.359375
	Iteration 21Q: 3 clusters Score -493848.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -493851.781250 Penalty: 4180.359375
	Iteration 22Q: 3 clusters Score -493851.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -493856.937500 Penalty: 4180.359375
	Iteration 23Q: 3 clusters Score -493856.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -493861.812500 Penalty: 4180.359375
	Iteration 24Q: 3 clusters Score -493861.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -493866.281250 Penalty: 4180.359375
	Iteration 25Q: 3 clusters Score -493866.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -493874.906250 Penalty: 4180.359375
	Iteration 26Q: 3 clusters Score -493874.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -493883.562500 Penalty: 4180.359375
	Iteration 27Q: 3 clusters Score -493883.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -493891.062500 Penalty: 4180.359375
	Iteration 28Q: 3 clusters Score -493891.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -493898.593750 Penalty: 4180.359375
	Iteration 29Q: 3 clusters Score -493898.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -493908.156250 Penalty: 4180.359375
	Iteration 30Q: 3 clusters Score -493908.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -493924.187500 Penalty: 4180.359375
	Iteration 31Q: 3 clusters Score -493924.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -493933.906250 Penalty: 4180.359375
	Iteration 32Q: 3 clusters Score -493933.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -493943.437500 Penalty: 4180.359375
	Iteration 33Q: 3 clusters Score -493943.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -493947.968750 Penalty: 4180.359375
	Iteration 34Q: 3 clusters Score -493948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -493952.968750 Penalty: 4180.359375
	Iteration 35Q: 3 clusters Score -493953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -493958.156250 Penalty: 4180.359375
	Iteration 36Q: 3 clusters Score -493958.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -493962.593750 Penalty: 4180.359375
	Iteration 37Q: 3 clusters Score -493962.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -493969.906250 Penalty: 4180.359375
	Iteration 38Q: 3 clusters Score -493969.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -493981.593750 Penalty: 4180.359375
	Iteration 39Q: 3 clusters Score -493981.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -493987.656250 Penalty: 4180.359375
	Iteration 40F: 3 clusters Score -493987.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -493992.468750 Penalty: 4180.359375
	Iteration 41Q: 3 clusters Score -493992.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -493995.687500 Penalty: 4180.359375
	Iteration 42Q: 3 clusters Score -493995.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -493998.218750 Penalty: 4180.359375
	Iteration 43Q: 3 clusters Score -493998.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -493999.343750 Penalty: 4180.359375
	Iteration 44Q: 3 clusters Score -493999.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -493999.343750 Penalty: 4180.359375
	Iteration 45F: 3 clusters Score -493999.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Entering Unmasked Estep 
Score: -1291364.000000 Penalty: 2332.236328
	Iteration 0F: 2 clusters Score -1291364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1282421.250000 Penalty: 4664.472656
	Iteration 0F: 3 clusters Score -1282421 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1285137.000000 Penalty: 4664.472656
	Iteration 1F: 3 clusters Score -1285137 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1285544.875000 Penalty: 4664.472656
	Iteration 2F: 3 clusters Score -1285545 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1285926.625000 Penalty: 4664.472656
	Iteration 3F: 3 clusters Score -1285927 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1286303.875000 Penalty: 4664.472656
	Iteration 4F: 3 clusters Score -1286304 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1286674.250000 Penalty: 4664.472656
	Iteration 5F: 3 clusters Score -1286674 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1287026.250000 Penalty: 4664.472656
	Iteration 6Q: 3 clusters Score -1287026 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1287396.875000 Penalty: 4664.472656
	Iteration 7Q: 3 clusters Score -1287397 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1287737.750000 Penalty: 4664.472656
	Iteration 8Q: 3 clusters Score -1287738 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1288045.875000 Penalty: 4664.472656
	Iteration 9Q: 3 clusters Score -1288046 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1288317.875000 Penalty: 4664.472656
	Iteration 10Q: 3 clusters Score -1288318 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1288526.000000 Penalty: 4664.472656
	Iteration 11Q: 3 clusters Score -1288526 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1288704.375000 Penalty: 4664.472656
	Iteration 12Q: 3 clusters Score -1288704 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1288847.000000 Penalty: 4664.472656
	Iteration 13Q: 3 clusters Score -1288847 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1288961.375000 Penalty: 4664.472656
	Iteration 14Q: 3 clusters Score -1288961 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1289048.000000 Penalty: 4664.472656
	Iteration 15Q: 3 clusters Score -1289048 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1289096.875000 Penalty: 4664.472656
	Iteration 16Q: 3 clusters Score -1289097 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1289136.125000 Penalty: 4664.472656
	Iteration 17Q: 3 clusters Score -1289136 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1289163.625000 Penalty: 4664.472656
	Iteration 18Q: 3 clusters Score -1289164 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1289190.750000 Penalty: 4664.472656
	Iteration 19Q: 3 clusters Score -1289191 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1289220.875000 Penalty: 4664.472656
	Iteration 20F: 3 clusters Score -1289221 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1289237.250000 Penalty: 4664.472656
	Iteration 21Q: 3 clusters Score -1289237 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1289260.250000 Penalty: 4664.472656
	Iteration 22Q: 3 clusters Score -1289260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1289276.750000 Penalty: 4664.472656
	Iteration 23Q: 3 clusters Score -1289277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1289284.750000 Penalty: 4664.472656
	Iteration 24Q: 3 clusters Score -1289285 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1289294.000000 Penalty: 4664.472656
	Iteration 25Q: 3 clusters Score -1289294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1289304.000000 Penalty: 4664.472656
	Iteration 26Q: 3 clusters Score -1289304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1289315.750000 Penalty: 4664.472656
	Iteration 27Q: 3 clusters Score -1289316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1289323.750000 Penalty: 4664.472656
	Iteration 28Q: 3 clusters Score -1289324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1289332.500000 Penalty: 4664.472656
	Iteration 29Q: 3 clusters Score -1289332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1289341.250000 Penalty: 4664.472656
	Iteration 30Q: 3 clusters Score -1289341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1289348.375000 Penalty: 4664.472656
	Iteration 31Q: 3 clusters Score -1289348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1289354.375000 Penalty: 4664.472656
	Iteration 32Q: 3 clusters Score -1289354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1289360.125000 Penalty: 4664.472656
	Iteration 33Q: 3 clusters Score -1289360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1289365.375000 Penalty: 4664.472656
	Iteration 34Q: 3 clusters Score -1289365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1289375.000000 Penalty: 4664.472656
	Iteration 35Q: 3 clusters Score -1289375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1289378.500000 Penalty: 4664.472656
	Iteration 36Q: 3 clusters Score -1289378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1289383.875000 Penalty: 4664.472656
	Iteration 37Q: 3 clusters Score -1289384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1289385.125000 Penalty: 4664.472656
	Iteration 38Q: 3 clusters Score -1289385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1289388.875000 Penalty: 4664.472656
	Iteration 39Q: 3 clusters Score -1289389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1289391.375000 Penalty: 4664.472656
	Iteration 40F: 3 clusters Score -1289391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1289392.750000 Penalty: 4664.472656
	Iteration 41Q: 3 clusters Score -1289393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1289392.000000 Penalty: 4664.472656
	Iteration 42Q: 3 clusters Score -1289392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1289393.375000 Penalty: 4664.472656
	Iteration 43Q: 3 clusters Score -1289393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1289394.875000 Penalty: 4664.472656
	Iteration 44Q: 3 clusters Score -1289395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1289396.500000 Penalty: 4664.472656
	Iteration 45Q: 3 clusters Score -1289396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1289397.125000 Penalty: 4664.472656
	Iteration 46Q: 3 clusters Score -1289397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1289399.625000 Penalty: 4664.472656
	Iteration 47Q: 3 clusters Score -1289400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1289400.125000 Penalty: 4664.472656
	Iteration 48Q: 3 clusters Score -1289400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1289405.750000 Penalty: 4664.472656
	Iteration 49Q: 3 clusters Score -1289406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1289413.500000 Penalty: 4664.472656
	Iteration 50Q: 3 clusters Score -1289414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1289430.375000 Penalty: 4664.472656
	Iteration 51Q: 3 clusters Score -1289430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1289450.625000 Penalty: 4664.472656
	Iteration 52Q: 3 clusters Score -1289451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1289477.500000 Penalty: 4664.472656
	Iteration 53Q: 3 clusters Score -1289478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1289504.125000 Penalty: 4664.472656
	Iteration 54Q: 3 clusters Score -1289504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1289535.250000 Penalty: 4664.472656
	Iteration 55Q: 3 clusters Score -1289535 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1289588.625000 Penalty: 4664.472656
	Iteration 56Q: 3 clusters Score -1289589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1289644.125000 Penalty: 4664.472656
	Iteration 57Q: 3 clusters Score -1289644 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1289676.000000 Penalty: 4664.472656
	Iteration 58Q: 3 clusters Score -1289676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1289697.250000 Penalty: 4664.472656
	Iteration 59Q: 3 clusters Score -1289697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1289705.250000 Penalty: 4664.472656
	Iteration 60F: 3 clusters Score -1289705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1289712.500000 Penalty: 4664.472656
	Iteration 61Q: 3 clusters Score -1289712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1289714.250000 Penalty: 4664.472656
	Iteration 62Q: 3 clusters Score -1289714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1289714.125000 Penalty: 4664.472656
	Iteration 63Q: 3 clusters Score -1289714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1289716.375000 Penalty: 4664.472656
	Iteration 64Q: 3 clusters Score -1289716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1289716.625000 Penalty: 4664.472656
	Iteration 65Q: 3 clusters Score -1289717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1289718.375000 Penalty: 4664.472656
	Iteration 66Q: 3 clusters Score -1289718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1289719.500000 Penalty: 4664.472656
	Iteration 67Q: 3 clusters Score -1289720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1289722.000000 Penalty: 4664.472656
	Iteration 68Q: 3 clusters Score -1289722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1289722.375000 Penalty: 4664.472656
	Iteration 69Q: 3 clusters Score -1289722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1289723.250000 Penalty: 4664.472656
	Iteration 70Q: 3 clusters Score -1289723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1289724.750000 Penalty: 4664.472656
	Iteration 71Q: 3 clusters Score -1289725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1289724.750000 Penalty: 4664.472656
	Iteration 72F: 3 clusters Score -1289725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Entering Unmasked Estep 
Score: -1071677.125000 Penalty: 2335.665283
	Iteration 0F: 2 clusters Score -1071677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1062553.375000 Penalty: 4671.330566
	Iteration 0F: 3 clusters Score -1062553 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1065585.375000 Penalty: 4671.330566
	Iteration 1F: 3 clusters Score -1065585 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1066302.375000 Penalty: 4671.330566
	Iteration 2F: 3 clusters Score -1066302 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1066997.250000 Penalty: 4671.330566
	Iteration 3F: 3 clusters Score -1066997 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1067566.250000 Penalty: 4671.330566
	Iteration 4F: 3 clusters Score -1067566 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1068055.250000 Penalty: 4671.330566
	Iteration 5F: 3 clusters Score -1068055 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1068417.250000 Penalty: 4671.330566
	Iteration 6F: 3 clusters Score -1068417 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1068669.500000 Penalty: 4671.330566
	Iteration 7Q: 3 clusters Score -1068670 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1068867.375000 Penalty: 4671.330566
	Iteration 8Q: 3 clusters Score -1068867 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1069043.000000 Penalty: 4671.330566
	Iteration 9Q: 3 clusters Score -1069043 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1069195.375000 Penalty: 4671.330566
	Iteration 10Q: 3 clusters Score -1069195 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1069312.750000 Penalty: 4671.330566
	Iteration 11Q: 3 clusters Score -1069313 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1069408.625000 Penalty: 4671.330566
	Iteration 12Q: 3 clusters Score -1069409 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1069520.125000 Penalty: 4671.330566
	Iteration 13Q: 3 clusters Score -1069520 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1069604.750000 Penalty: 4671.330566
	Iteration 14Q: 3 clusters Score -1069605 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1069676.375000 Penalty: 4671.330566
	Iteration 15Q: 3 clusters Score -1069676 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1069739.500000 Penalty: 4671.330566
	Iteration 16Q: 3 clusters Score -1069740 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1069804.250000 Penalty: 4671.330566
	Iteration 17Q: 3 clusters Score -1069804 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1069850.875000 Penalty: 4671.330566
	Iteration 18Q: 3 clusters Score -1069851 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1069911.875000 Penalty: 4671.330566
	Iteration 19Q: 3 clusters Score -1069912 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1069970.625000 Penalty: 4671.330566
	Iteration 20F: 3 clusters Score -1069971 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1070029.500000 Penalty: 4671.330566
	Iteration 21Q: 3 clusters Score -1070030 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1070065.875000 Penalty: 4671.330566
	Iteration 22Q: 3 clusters Score -1070066 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1070097.750000 Penalty: 4671.330566
	Iteration 23Q: 3 clusters Score -1070098 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1070129.125000 Penalty: 4671.330566
	Iteration 24Q: 3 clusters Score -1070129 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1070162.875000 Penalty: 4671.330566
	Iteration 25Q: 3 clusters Score -1070163 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1070203.750000 Penalty: 4671.330566
	Iteration 26Q: 3 clusters Score -1070204 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1070256.500000 Penalty: 4671.330566
	Iteration 27Q: 3 clusters Score -1070256 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1070303.750000 Penalty: 4671.330566
	Iteration 28Q: 3 clusters Score -1070304 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1070338.375000 Penalty: 4671.330566
	Iteration 29Q: 3 clusters Score -1070338 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1070372.875000 Penalty: 4671.330566
	Iteration 30Q: 3 clusters Score -1070373 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1070406.125000 Penalty: 4671.330566
	Iteration 31Q: 3 clusters Score -1070406 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1070440.000000 Penalty: 4671.330566
	Iteration 32Q: 3 clusters Score -1070440 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1070477.375000 Penalty: 4671.330566
	Iteration 33Q: 3 clusters Score -1070477 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1070507.875000 Penalty: 4671.330566
	Iteration 34Q: 3 clusters Score -1070508 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1070537.250000 Penalty: 4671.330566
	Iteration 35Q: 3 clusters Score -1070537 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1070567.000000 Penalty: 4671.330566
	Iteration 36Q: 3 clusters Score -1070567 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1070591.875000 Penalty: 4671.330566
	Iteration 37Q: 3 clusters Score -1070592 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1070611.875000 Penalty: 4671.330566
	Iteration 38Q: 3 clusters Score -1070612 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1070631.125000 Penalty: 4671.330566
	Iteration 39Q: 3 clusters Score -1070631 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1070645.750000 Penalty: 4671.330566
	Iteration 40F: 3 clusters Score -1070646 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1070657.000000 Penalty: 4671.330566
	Iteration 41Q: 3 clusters Score -1070657 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1070666.625000 Penalty: 4671.330566
	Iteration 42Q: 3 clusters Score -1070667 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1070684.500000 Penalty: 4671.330566
	Iteration 43Q: 3 clusters Score -1070684 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1070704.125000 Penalty: 4671.330566
	Iteration 44Q: 3 clusters Score -1070704 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1070715.750000 Penalty: 4671.330566
	Iteration 45Q: 3 clusters Score -1070716 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1070730.625000 Penalty: 4671.330566
	Iteration 46Q: 3 clusters Score -1070731 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1070744.250000 Penalty: 4671.330566
	Iteration 47Q: 3 clusters Score -1070744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1070752.000000 Penalty: 4671.330566
	Iteration 48Q: 3 clusters Score -1070752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1070759.000000 Penalty: 4671.330566
	Iteration 49Q: 3 clusters Score -1070759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1070765.125000 Penalty: 4671.330566
	Iteration 50Q: 3 clusters Score -1070765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1070775.500000 Penalty: 4671.330566
	Iteration 51Q: 3 clusters Score -1070776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1070780.500000 Penalty: 4671.330566
	Iteration 52Q: 3 clusters Score -1070780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1070783.125000 Penalty: 4671.330566
	Iteration 53Q: 3 clusters Score -1070783 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1070789.250000 Penalty: 4671.330566
	Iteration 54Q: 3 clusters Score -1070789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1070793.625000 Penalty: 4671.330566
	Iteration 55Q: 3 clusters Score -1070794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1070801.500000 Penalty: 4671.330566
	Iteration 56Q: 3 clusters Score -1070802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1070806.500000 Penalty: 4671.330566
	Iteration 57Q: 3 clusters Score -1070806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1070809.750000 Penalty: 4671.330566
	Iteration 58Q: 3 clusters Score -1070810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1070816.875000 Penalty: 4671.330566
	Iteration 59Q: 3 clusters Score -1070817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1070821.875000 Penalty: 4671.330566
	Iteration 60F: 3 clusters Score -1070822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1070823.875000 Penalty: 4671.330566
	Iteration 61Q: 3 clusters Score -1070824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1070825.750000 Penalty: 4671.330566
	Iteration 62Q: 3 clusters Score -1070826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1070831.000000 Penalty: 4671.330566
	Iteration 63Q: 3 clusters Score -1070831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1070833.875000 Penalty: 4671.330566
	Iteration 64Q: 3 clusters Score -1070834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1070838.500000 Penalty: 4671.330566
	Iteration 65Q: 3 clusters Score -1070838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1070841.000000 Penalty: 4671.330566
	Iteration 66Q: 3 clusters Score -1070841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1070842.875000 Penalty: 4671.330566
	Iteration 67Q: 3 clusters Score -1070843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1070843.375000 Penalty: 4671.330566
	Iteration 68Q: 3 clusters Score -1070843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1070844.500000 Penalty: 4671.330566
	Iteration 69Q: 3 clusters Score -1070844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1070844.125000 Penalty: 4671.330566
	Iteration 70Q: 3 clusters Score -1070844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1070845.625000 Penalty: 4671.330566
	Iteration 71Q: 3 clusters Score -1070846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1070845.625000 Penalty: 4671.330566
	Iteration 72Q: 3 clusters Score -1070846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1070848.875000 Penalty: 4671.330566
	Iteration 73Q: 3 clusters Score -1070849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1070850.625000 Penalty: 4671.330566
	Iteration 74Q: 3 clusters Score -1070851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1070851.875000 Penalty: 4671.330566
	Iteration 75Q: 3 clusters Score -1070852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1070857.375000 Penalty: 4671.330566
	Iteration 76Q: 3 clusters Score -1070857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1070859.375000 Penalty: 4671.330566
	Iteration 77Q: 3 clusters Score -1070859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1070862.625000 Penalty: 4671.330566
	Iteration 78Q: 3 clusters Score -1070863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1070864.875000 Penalty: 4671.330566
	Iteration 79Q: 3 clusters Score -1070865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1070867.875000 Penalty: 4671.330566
	Iteration 80F: 3 clusters Score -1070868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1070868.875000 Penalty: 4671.330566
	Iteration 81Q: 3 clusters Score -1070869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1070870.000000 Penalty: 4671.330566
	Iteration 82Q: 3 clusters Score -1070870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1070875.125000 Penalty: 4671.330566
	Iteration 83Q: 3 clusters Score -1070875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1070881.000000 Penalty: 4671.330566
	Iteration 84Q: 3 clusters Score -1070881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1070880.500000 Penalty: 4671.330566
	Iteration 85Q: 3 clusters Score -1070880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1070883.500000 Penalty: 4671.330566
	Iteration 86Q: 3 clusters Score -1070884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1070883.375000 Penalty: 4671.330566
	Iteration 87Q: 3 clusters Score -1070883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1070885.250000 Penalty: 4671.330566
	Iteration 88Q: 3 clusters Score -1070885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1070885.250000 Penalty: 4671.330566
	Iteration 89F: 3 clusters Score -1070885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Entering Unmasked Estep 
Score: -559473.062500 Penalty: 2120.747559
	Iteration 0F: 2 clusters Score -559473.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -554824.000000 Penalty: 4241.495117
	Iteration 0F: 3 clusters Score -554824 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -555959.500000 Penalty: 4241.495117
	Iteration 1F: 3 clusters Score -555959.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -556176.812500 Penalty: 4241.495117
	Iteration 2F: 3 clusters Score -556176.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -556325.187500 Penalty: 4241.495117
	Iteration 3Q: 3 clusters Score -556325.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -556423.875000 Penalty: 4241.495117
	Iteration 4Q: 3 clusters Score -556423.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -556490.375000 Penalty: 4241.495117
	Iteration 5Q: 3 clusters Score -556490.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -556539.875000 Penalty: 4241.495117
	Iteration 6Q: 3 clusters Score -556539.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -556582.312500 Penalty: 4241.495117
	Iteration 7Q: 3 clusters Score -556582.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -556612.875000 Penalty: 4241.495117
	Iteration 8Q: 3 clusters Score -556612.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -556645.000000 Penalty: 4241.495117
	Iteration 9Q: 3 clusters Score -556645 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -556670.625000 Penalty: 4241.495117
	Iteration 10Q: 3 clusters Score -556670.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -556692.250000 Penalty: 4241.495117
	Iteration 11Q: 3 clusters Score -556692.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -556720.062500 Penalty: 4241.495117
	Iteration 12Q: 3 clusters Score -556720.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -556757.000000 Penalty: 4241.495117
	Iteration 13Q: 3 clusters Score -556757 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -556787.375000 Penalty: 4241.495117
	Iteration 14Q: 3 clusters Score -556787.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -556811.000000 Penalty: 4241.495117
	Iteration 15Q: 3 clusters Score -556811 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -556829.437500 Penalty: 4241.495117
	Iteration 16Q: 3 clusters Score -556829.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -556842.687500 Penalty: 4241.495117
	Iteration 17Q: 3 clusters Score -556842.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -556859.812500 Penalty: 4241.495117
	Iteration 18Q: 3 clusters Score -556859.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -556877.687500 Penalty: 4241.495117
	Iteration 19Q: 3 clusters Score -556877.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -556894.562500 Penalty: 4241.495117
	Iteration 20F: 3 clusters Score -556894.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -556908.625000 Penalty: 4241.495117
	Iteration 21Q: 3 clusters Score -556908.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -556919.750000 Penalty: 4241.495117
	Iteration 22Q: 3 clusters Score -556919.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -556930.375000 Penalty: 4241.495117
	Iteration 23Q: 3 clusters Score -556930.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -556939.687500 Penalty: 4241.495117
	Iteration 24Q: 3 clusters Score -556939.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -556948.937500 Penalty: 4241.495117
	Iteration 25Q: 3 clusters Score -556948.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -556960.187500 Penalty: 4241.495117
	Iteration 26Q: 3 clusters Score -556960.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -556977.750000 Penalty: 4241.495117
	Iteration 27Q: 3 clusters Score -556977.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -556994.375000 Penalty: 4241.495117
	Iteration 28Q: 3 clusters Score -556994.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -557010.125000 Penalty: 4241.495117
	Iteration 29Q: 3 clusters Score -557010.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -557033.375000 Penalty: 4241.495117
	Iteration 30Q: 3 clusters Score -557033.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -557055.375000 Penalty: 4241.495117
	Iteration 31Q: 3 clusters Score -557055.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -557074.875000 Penalty: 4241.495117
	Iteration 32Q: 3 clusters Score -557074.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -557094.812500 Penalty: 4241.495117
	Iteration 33Q: 3 clusters Score -557094.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -557107.875000 Penalty: 4241.495117
	Iteration 34Q: 3 clusters Score -557107.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -557120.812500 Penalty: 4241.495117
	Iteration 35Q: 3 clusters Score -557120.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -557133.562500 Penalty: 4241.495117
	Iteration 36Q: 3 clusters Score -557133.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -557151.562500 Penalty: 4241.495117
	Iteration 37Q: 3 clusters Score -557151.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -557167.437500 Penalty: 4241.495117
	Iteration 38Q: 3 clusters Score -557167.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -557181.812500 Penalty: 4241.495117
	Iteration 39Q: 3 clusters Score -557181.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -557201.500000 Penalty: 4241.495117
	Iteration 40F: 3 clusters Score -557201.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -557214.875000 Penalty: 4241.495117
	Iteration 41Q: 3 clusters Score -557214.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -557227.187500 Penalty: 4241.495117
	Iteration 42Q: 3 clusters Score -557227.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -557239.375000 Penalty: 4241.495117
	Iteration 43Q: 3 clusters Score -557239.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -557248.375000 Penalty: 4241.495117
	Iteration 44Q: 3 clusters Score -557248.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -557256.625000 Penalty: 4241.495117
	Iteration 45Q: 3 clusters Score -557256.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -557268.312500 Penalty: 4241.495117
	Iteration 46Q: 3 clusters Score -557268.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -557279.750000 Penalty: 4241.495117
	Iteration 47Q: 3 clusters Score -557279.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -557290.812500 Penalty: 4241.495117
	Iteration 48Q: 3 clusters Score -557290.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -557297.687500 Penalty: 4241.495117
	Iteration 49Q: 3 clusters Score -557297.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -557304.312500 Penalty: 4241.495117
	Iteration 50Q: 3 clusters Score -557304.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -557313.500000 Penalty: 4241.495117
	Iteration 51Q: 3 clusters Score -557313.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -557326.562500 Penalty: 4241.495117
	Iteration 52Q: 3 clusters Score -557326.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -557337.437500 Penalty: 4241.495117
	Iteration 53Q: 3 clusters Score -557337.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -557352.750000 Penalty: 4241.495117
	Iteration 54Q: 3 clusters Score -557352.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -557364.875000 Penalty: 4241.495117
	Iteration 55Q: 3 clusters Score -557364.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -557384.750000 Penalty: 4241.495117
	Iteration 56Q: 3 clusters Score -557384.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -557400.937500 Penalty: 4241.495117
	Iteration 57Q: 3 clusters Score -557400.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -557417.437500 Penalty: 4241.495117
	Iteration 58Q: 3 clusters Score -557417.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -557442.187500 Penalty: 4241.495117
	Iteration 59Q: 3 clusters Score -557442.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -557461.875000 Penalty: 4241.495117
	Iteration 60F: 3 clusters Score -557461.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -557481.062500 Penalty: 4241.495117
	Iteration 61Q: 3 clusters Score -557481.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -557503.375000 Penalty: 4241.495117
	Iteration 62Q: 3 clusters Score -557503.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -557526.250000 Penalty: 4241.495117
	Iteration 63Q: 3 clusters Score -557526.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -557554.375000 Penalty: 4241.495117
	Iteration 64Q: 3 clusters Score -557554.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -557585.062500 Penalty: 4241.495117
	Iteration 65Q: 3 clusters Score -557585.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -557612.437500 Penalty: 4241.495117
	Iteration 66Q: 3 clusters Score -557612.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -557643.312500 Penalty: 4241.495117
	Iteration 67Q: 3 clusters Score -557643.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -557666.375000 Penalty: 4241.495117
	Iteration 68Q: 3 clusters Score -557666.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -557682.937500 Penalty: 4241.495117
	Iteration 69Q: 3 clusters Score -557682.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -557694.062500 Penalty: 4241.495117
	Iteration 70Q: 3 clusters Score -557694.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -557699.500000 Penalty: 4241.495117
	Iteration 71Q: 3 clusters Score -557699.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -557706.750000 Penalty: 4241.495117
	Iteration 72Q: 3 clusters Score -557706.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -557715.250000 Penalty: 4241.495117
	Iteration 73Q: 3 clusters Score -557715.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -557721.750000 Penalty: 4241.495117
	Iteration 74Q: 3 clusters Score -557721.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -557729.562500 Penalty: 4241.495117
	Iteration 75Q: 3 clusters Score -557729.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -557733.812500 Penalty: 4241.495117
	Iteration 76Q: 3 clusters Score -557733.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -557742.750000 Penalty: 4241.495117
	Iteration 77Q: 3 clusters Score -557742.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -557752.500000 Penalty: 4241.495117
	Iteration 78Q: 3 clusters Score -557752.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -557760.562500 Penalty: 4241.495117
	Iteration 79Q: 3 clusters Score -557760.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -557765.000000 Penalty: 4241.495117
	Iteration 80F: 3 clusters Score -557765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -557768.562500 Penalty: 4241.495117
	Iteration 81Q: 3 clusters Score -557768.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -557773.937500 Penalty: 4241.495117
	Iteration 82Q: 3 clusters Score -557773.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -557780.437500 Penalty: 4241.495117
	Iteration 83Q: 3 clusters Score -557780.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -557788.437500 Penalty: 4241.495117
	Iteration 84Q: 3 clusters Score -557788.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -557794.125000 Penalty: 4241.495117
	Iteration 85Q: 3 clusters Score -557794.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -557799.250000 Penalty: 4241.495117
	Iteration 86Q: 3 clusters Score -557799.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -557804.375000 Penalty: 4241.495117
	Iteration 87Q: 3 clusters Score -557804.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -557805.437500 Penalty: 4241.495117
	Iteration 88Q: 3 clusters Score -557805.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -557808.062500 Penalty: 4241.495117
	Iteration 89Q: 3 clusters Score -557808.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -557810.437500 Penalty: 4241.495117
	Iteration 90Q: 3 clusters Score -557810.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -557815.187500 Penalty: 4241.495117
	Iteration 91Q: 3 clusters Score -557815.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -557820.812500 Penalty: 4241.495117
	Iteration 92Q: 3 clusters Score -557820.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -557822.062500 Penalty: 4241.495117
	Iteration 93Q: 3 clusters Score -557822.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -557822.062500 Penalty: 4241.495117
	Iteration 94F: 3 clusters Score -557822.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (26165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Entering Unmasked Estep 
Score: -2228815.500000 Penalty: 2522.700195
	Iteration 0F: 2 clusters Score -2228816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2210804.250000 Penalty: 5045.400391
	Iteration 0F: 3 clusters Score -2210804 nChanged 11656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2217268.750000 Penalty: 5045.400391
	Iteration 1F: 3 clusters Score -2217269 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2218198.000000 Penalty: 5045.400391
	Iteration 2F: 3 clusters Score -2218198 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -2219238.000000 Penalty: 5045.400391
	Iteration 3F: 3 clusters Score -2219238 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2220376.000000 Penalty: 5045.400391
	Iteration 4F: 3 clusters Score -2220376 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -2221565.000000 Penalty: 5045.400391
	Iteration 5F: 3 clusters Score -2221565 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -2222751.250000 Penalty: 5045.400391
	Iteration 6F: 3 clusters Score -2222751 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2223789.250000 Penalty: 5045.400391
	Iteration 7F: 3 clusters Score -2223789 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -2224577.500000 Penalty: 5045.400391
	Iteration 8Q: 3 clusters Score -2224578 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2225079.250000 Penalty: 5045.400391
	Iteration 9Q: 3 clusters Score -2225079 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2225392.250000 Penalty: 5045.400391
	Iteration 10Q: 3 clusters Score -2225392 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2225575.250000 Penalty: 5045.400391
	Iteration 11Q: 3 clusters Score -2225575 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -2225707.750000 Penalty: 5045.400391
	Iteration 12Q: 3 clusters Score -2225708 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -2225786.250000 Penalty: 5045.400391
	Iteration 13Q: 3 clusters Score -2225786 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2225842.500000 Penalty: 5045.400391
	Iteration 14Q: 3 clusters Score -2225842 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -2225891.250000 Penalty: 5045.400391
	Iteration 15Q: 3 clusters Score -2225891 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -2225922.250000 Penalty: 5045.400391
	Iteration 16Q: 3 clusters Score -2225922 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -2225942.000000 Penalty: 5045.400391
	Iteration 17Q: 3 clusters Score -2225942 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -2225960.500000 Penalty: 5045.400391
	Iteration 18Q: 3 clusters Score -2225960 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -2225993.750000 Penalty: 5045.400391
	Iteration 19Q: 3 clusters Score -2225994 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -2226018.750000 Penalty: 5045.400391
	Iteration 20F: 3 clusters Score -2226019 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2226036.000000 Penalty: 5045.400391
	Iteration 21Q: 3 clusters Score -2226036 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -2226060.750000 Penalty: 5045.400391
	Iteration 22Q: 3 clusters Score -2226061 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2226070.000000 Penalty: 5045.400391
	Iteration 23Q: 3 clusters Score -2226070 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -2226090.750000 Penalty: 5045.400391
	Iteration 24Q: 3 clusters Score -2226091 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2226108.250000 Penalty: 5045.400391
	Iteration 25Q: 3 clusters Score -2226108 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2226116.750000 Penalty: 5045.400391
	Iteration 26Q: 3 clusters Score -2226117 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2226135.500000 Penalty: 5045.400391
	Iteration 27Q: 3 clusters Score -2226136 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -2226153.750000 Penalty: 5045.400391
	Iteration 28Q: 3 clusters Score -2226154 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2226171.000000 Penalty: 5045.400391
	Iteration 29Q: 3 clusters Score -2226171 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2226176.750000 Penalty: 5045.400391
	Iteration 30Q: 3 clusters Score -2226177 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2226180.750000 Penalty: 5045.400391
	Iteration 31Q: 3 clusters Score -2226181 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2226189.250000 Penalty: 5045.400391
	Iteration 32Q: 3 clusters Score -2226189 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2226196.750000 Penalty: 5045.400391
	Iteration 33Q: 3 clusters Score -2226197 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2226201.750000 Penalty: 5045.400391
	Iteration 34Q: 3 clusters Score -2226202 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -2226210.500000 Penalty: 5045.400391
	Iteration 35Q: 3 clusters Score -2226210 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2226215.750000 Penalty: 5045.400391
	Iteration 36Q: 3 clusters Score -2226216 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2226223.250000 Penalty: 5045.400391
	Iteration 37Q: 3 clusters Score -2226223 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2226236.250000 Penalty: 5045.400391
	Iteration 38Q: 3 clusters Score -2226236 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2226235.500000 Penalty: 5045.400391
	Iteration 39Q: 3 clusters Score -2226236 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2226242.000000 Penalty: 5045.400391
	Iteration 40F: 3 clusters Score -2226242 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -2226251.750000 Penalty: 5045.400391
	Iteration 41Q: 3 clusters Score -2226252 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2226256.000000 Penalty: 5045.400391
	Iteration 42Q: 3 clusters Score -2226256 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2226257.500000 Penalty: 5045.400391
	Iteration 43Q: 3 clusters Score -2226258 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -2226259.500000 Penalty: 5045.400391
	Iteration 44Q: 3 clusters Score -2226260 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -2226263.000000 Penalty: 5045.400391
	Iteration 45Q: 3 clusters Score -2226263 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -2226267.750000 Penalty: 5045.400391
	Iteration 46Q: 3 clusters Score -2226268 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -2226280.750000 Penalty: 5045.400391
	Iteration 47Q: 3 clusters Score -2226281 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2226287.250000 Penalty: 5045.400391
	Iteration 48Q: 3 clusters Score -2226287 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -2226296.750000 Penalty: 5045.400391
	Iteration 49Q: 3 clusters Score -2226297 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -2226309.000000 Penalty: 5045.400391
	Iteration 50Q: 3 clusters Score -2226309 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2226328.000000 Penalty: 5045.400391
	Iteration 51Q: 3 clusters Score -2226328 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -2226328.750000 Penalty: 5045.400391
	Iteration 52Q: 3 clusters Score -2226329 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2226338.500000 Penalty: 5045.400391
	Iteration 53Q: 3 clusters Score -2226338 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -2226354.000000 Penalty: 5045.400391
	Iteration 54Q: 3 clusters Score -2226354 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2226368.500000 Penalty: 5045.400391
	Iteration 55Q: 3 clusters Score -2226368 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2226369.750000 Penalty: 5045.400391
	Iteration 56Q: 3 clusters Score -2226370 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2226386.000000 Penalty: 5045.400391
	Iteration 57Q: 3 clusters Score -2226386 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2226404.250000 Penalty: 5045.400391
	Iteration 58Q: 3 clusters Score -2226404 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2226422.500000 Penalty: 5045.400391
	Iteration 59Q: 3 clusters Score -2226422 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -2226448.000000 Penalty: 5045.400391
	Iteration 60F: 3 clusters Score -2226448 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2226481.250000 Penalty: 5045.400391
	Iteration 61Q: 3 clusters Score -2226481 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -2226516.250000 Penalty: 5045.400391
	Iteration 62Q: 3 clusters Score -2226516 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2226564.750000 Penalty: 5045.400391
	Iteration 63Q: 3 clusters Score -2226565 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2226611.500000 Penalty: 5045.400391
	Iteration 64Q: 3 clusters Score -2226612 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -2226661.000000 Penalty: 5045.400391
	Iteration 65Q: 3 clusters Score -2226661 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -2226715.500000 Penalty: 5045.400391
	Iteration 66Q: 3 clusters Score -2226716 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -2226769.750000 Penalty: 5045.400391
	Iteration 67Q: 3 clusters Score -2226770 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -2226834.250000 Penalty: 5045.400391
	Iteration 68Q: 3 clusters Score -2226834 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -2226872.000000 Penalty: 5045.400391
	Iteration 69Q: 3 clusters Score -2226872 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2226917.750000 Penalty: 5045.400391
	Iteration 70Q: 3 clusters Score -2226918 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -2226981.750000 Penalty: 5045.400391
	Iteration 71Q: 3 clusters Score -2226982 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -2227052.750000 Penalty: 5045.400391
	Iteration 72Q: 3 clusters Score -2227053 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -2227119.250000 Penalty: 5045.400391
	Iteration 73Q: 3 clusters Score -2227119 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -2227184.500000 Penalty: 5045.400391
	Iteration 74Q: 3 clusters Score -2227184 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -2227252.750000 Penalty: 5045.400391
	Iteration 75Q: 3 clusters Score -2227253 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -2227312.750000 Penalty: 5045.400391
	Iteration 76Q: 3 clusters Score -2227313 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -2227374.750000 Penalty: 5045.400391
	Iteration 77Q: 3 clusters Score -2227375 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -2227449.750000 Penalty: 5045.400391
	Iteration 78Q: 3 clusters Score -2227450 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -2227510.250000 Penalty: 5045.400391
	Iteration 79Q: 3 clusters Score -2227510 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -2227567.500000 Penalty: 5045.400391
	Iteration 80F: 3 clusters Score -2227568 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -2227633.750000 Penalty: 5045.400391
	Iteration 81Q: 3 clusters Score -2227634 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -2227702.000000 Penalty: 5045.400391
	Iteration 82Q: 3 clusters Score -2227702 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -2227764.000000 Penalty: 5045.400391
	Iteration 83Q: 3 clusters Score -2227764 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -2227825.500000 Penalty: 5045.400391
	Iteration 84Q: 3 clusters Score -2227826 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -2227885.500000 Penalty: 5045.400391
	Iteration 85Q: 3 clusters Score -2227886 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -2227933.250000 Penalty: 5045.400391
	Iteration 86Q: 3 clusters Score -2227933 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -2227990.500000 Penalty: 5045.400391
	Iteration 87Q: 3 clusters Score -2227990 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -2228024.000000 Penalty: 5045.400391
	Iteration 88Q: 3 clusters Score -2228024 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -2228059.750000 Penalty: 5045.400391
	Iteration 89Q: 3 clusters Score -2228060 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -2228075.750000 Penalty: 5045.400391
	Iteration 90Q: 3 clusters Score -2228076 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -2228095.250000 Penalty: 5045.400391
	Iteration 91Q: 3 clusters Score -2228095 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -2228113.250000 Penalty: 5045.400391
	Iteration 92Q: 3 clusters Score -2228113 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -2228130.500000 Penalty: 5045.400391
	Iteration 93Q: 3 clusters Score -2228130 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -2228144.500000 Penalty: 5045.400391
	Iteration 94Q: 3 clusters Score -2228144 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -2228157.500000 Penalty: 5045.400391
	Iteration 95Q: 3 clusters Score -2228158 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -2228178.500000 Penalty: 5045.400391
	Iteration 96Q: 3 clusters Score -2228178 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -2228214.250000 Penalty: 5045.400391
	Iteration 97Q: 3 clusters Score -2228214 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -2228249.000000 Penalty: 5045.400391
	Iteration 98Q: 3 clusters Score -2228249 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -2228267.750000 Penalty: 5045.400391
	Iteration 99Q: 3 clusters Score -2228268 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -2228293.500000 Penalty: 5045.400391
	Iteration 100F: 3 clusters Score -2228294 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -2228317.000000 Penalty: 5045.400391
	Iteration 101Q: 3 clusters Score -2228317 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -2228327.500000 Penalty: 5045.400391
	Iteration 102Q: 3 clusters Score -2228328 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -2228335.000000 Penalty: 5045.400391
	Iteration 103Q: 3 clusters Score -2228335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -2228339.750000 Penalty: 5045.400391
	Iteration 104Q: 3 clusters Score -2228340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -2228341.500000 Penalty: 5045.400391
	Iteration 105Q: 3 clusters Score -2228342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -2228341.750000 Penalty: 5045.400391
	Iteration 106Q: 3 clusters Score -2228342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -2228342.750000 Penalty: 5045.400391
	Iteration 107Q: 3 clusters Score -2228343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -2228346.500000 Penalty: 5045.400391
	Iteration 108Q: 3 clusters Score -2228346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -2228347.500000 Penalty: 5045.400391
	Iteration 109Q: 3 clusters Score -2228348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -2228347.750000 Penalty: 5045.400391
	Iteration 110Q: 3 clusters Score -2228348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -2228346.000000 Penalty: 5045.400391
	Iteration 111Q: 3 clusters Score -2228346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -2228344.250000 Penalty: 5045.400391
	Iteration 112Q: 3 clusters Score -2228344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -2228344.250000 Penalty: 5045.400391
	Iteration 113F: 3 clusters Score -2228344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (35369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Entering Unmasked Estep 
Score: -3844892.250000 Penalty: 2597.450439
	Iteration 0F: 2 clusters Score -3844892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -3820883.500000 Penalty: 5194.900879
	Iteration 0F: 3 clusters Score -3820884 nChanged 15979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -3829480.750000 Penalty: 5194.900879
	Iteration 1F: 3 clusters Score -3829481 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -3830028.000000 Penalty: 5194.900879
	Iteration 2Q: 3 clusters Score -3830028 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -3830552.250000 Penalty: 5194.900879
	Iteration 3Q: 3 clusters Score -3830552 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -3831246.250000 Penalty: 5194.900879
	Iteration 4Q: 3 clusters Score -3831246 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -3832310.500000 Penalty: 5194.900879
	Iteration 5F: 3 clusters Score -3832310 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -3833860.250000 Penalty: 5194.900879
	Iteration 6F: 3 clusters Score -3833860 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -3835732.750000 Penalty: 5194.900879
	Iteration 7F: 3 clusters Score -3835733 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -3837430.250000 Penalty: 5194.900879
	Iteration 8F: 3 clusters Score -3837430 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -3838854.250000 Penalty: 5194.900879
	Iteration 9F: 3 clusters Score -3838854 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -3840056.500000 Penalty: 5194.900879
	Iteration 10Q: 3 clusters Score -3840056 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -3841208.250000 Penalty: 5194.900879
	Iteration 11Q: 3 clusters Score -3841208 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -3842315.000000 Penalty: 5194.900879
	Iteration 12Q: 3 clusters Score -3842315 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -3843310.250000 Penalty: 5194.900879
	Iteration 13Q: 3 clusters Score -3843310 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -3843964.750000 Penalty: 5194.900879
	Iteration 14Q: 3 clusters Score -3843965 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -3844403.750000 Penalty: 5194.900879
	Iteration 15Q: 3 clusters Score -3844404 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -3844660.000000 Penalty: 5194.900879
	Iteration 16Q: 3 clusters Score -3844660 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -3844840.250000 Penalty: 5194.900879
	Iteration 17Q: 3 clusters Score -3844840 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -3844897.250000 Penalty: 5194.900879
	Iteration 18Q: 3 clusters Score -3844897 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -3844944.750000 Penalty: 5194.900879
	Iteration 19Q: 3 clusters Score -3844945 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -3844956.500000 Penalty: 5194.900879
	Iteration 20F: 3 clusters Score -3844956 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -3844972.250000 Penalty: 5194.900879
	Iteration 21Q: 3 clusters Score -3844972 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -3844981.250000 Penalty: 5194.900879
	Iteration 22Q: 3 clusters Score -3844981 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -3844984.250000 Penalty: 5194.900879
	Iteration 23Q: 3 clusters Score -3844984 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -3844983.250000 Penalty: 5194.900879
	Iteration 24Q: 3 clusters Score -3844983 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -3844986.250000 Penalty: 5194.900879
	Iteration 25Q: 3 clusters Score -3844986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -3844991.750000 Penalty: 5194.900879
	Iteration 26Q: 3 clusters Score -3844992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -3844992.000000 Penalty: 5194.900879
	Iteration 27Q: 3 clusters Score -3844992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -3844994.250000 Penalty: 5194.900879
	Iteration 28Q: 3 clusters Score -3844994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -3844998.500000 Penalty: 5194.900879
	Iteration 29Q: 3 clusters Score -3844998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -3845000.000000 Penalty: 5194.900879
	Iteration 30Q: 3 clusters Score -3845000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -3845001.250000 Penalty: 5194.900879
	Iteration 31Q: 3 clusters Score -3845001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -3844997.250000 Penalty: 5194.900879
	Iteration 32Q: 3 clusters Score -3844997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -3844997.250000 Penalty: 5194.900879
	Iteration 33F: 3 clusters Score -3844997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 4085 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9923 members 
Mstep: Class 6 contains 17432 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 8780 members 
Mstep: Class 9 contains 9040 members 
Mstep: Class 10 contains 29970 members 
Mstep: Class 11 contains 2515 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9399 members 
Mstep: Class 14 contains 14820 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 4574 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 12308 members 
Mstep: Class 20 contains 5174 members 
Mstep: Class 21 contains 26165 members 
Mstep: Class 22 contains 25619 members 
Mstep: Class 23 contains 42339 members 
Mstep: Class 24 contains 37319 members 
Mstep: Class 25 contains 5493 members 
Mstep: Class 26 contains 40132 members 
Mstep: Class 27 contains 4729 members 
Mstep: Class 28 contains 3399 members 
Mstep: Class 29 contains 6497 members 
Mstep: Class 30 contains 89809 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14074 members 
Mstep: Class 33 contains 8510 members 
Mstep: Class 34 contains 22615 members 
Mstep: Class 35 contains 4757 members 
Mstep: Class 36 contains 1355 members 
Mstep: Class 37 contains 14012 members 
Mstep: Class 38 contains 9097 members 
Mstep: Class 39 contains 10426 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 709 members 
Mstep: Class 42 contains 15083 members 
Mstep: Class 43 contains 4678 members 
Mstep: Class 44 contains 13077 members 
Mstep: Class 45 contains 22161 members 
Mstep: Class 46 contains 32823 members 
Mstep: Class 47 contains 2953 members 
Mstep: Class 48 contains 729 members 
Mstep: Class 49 contains 9750 members 
Entering Unmasked Estep 
Score: -64748304.000000 Penalty: 162617.703125
Splitting cluster 22 changes total score from -64745520.000000 to -64748304.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 23 (42339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Entering Unmasked Estep 
Score: -4600571.500000 Penalty: 2642.059082
	Iteration 0F: 2 clusters Score -4600572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -4572039.500000 Penalty: 5284.118164
	Iteration 0F: 3 clusters Score -4572040 nChanged 19426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -4582716.500000 Penalty: 5284.118164
	Iteration 1F: 3 clusters Score -4582716 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -4583422.000000 Penalty: 5284.118164
	Iteration 2Q: 3 clusters Score -4583422 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -4584154.000000 Penalty: 5284.118164
	Iteration 3Q: 3 clusters Score -4584154 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -4585047.000000 Penalty: 5284.118164
	Iteration 4Q: 3 clusters Score -4585047 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -4586142.000000 Penalty: 5284.118164
	Iteration 5F: 3 clusters Score -4586142 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -4587572.000000 Penalty: 5284.118164
	Iteration 6F: 3 clusters Score -4587572 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -4589368.500000 Penalty: 5284.118164
	Iteration 7F: 3 clusters Score -4589368 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -4591321.000000 Penalty: 5284.118164
	Iteration 8F: 3 clusters Score -4591321 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -4593037.500000 Penalty: 5284.118164
	Iteration 9F: 3 clusters Score -4593038 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -4594475.500000 Penalty: 5284.118164
	Iteration 10Q: 3 clusters Score -4594476 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -4595751.000000 Penalty: 5284.118164
	Iteration 11Q: 3 clusters Score -4595751 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -4596695.500000 Penalty: 5284.118164
	Iteration 12Q: 3 clusters Score -4596696 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -4597514.500000 Penalty: 5284.118164
	Iteration 13Q: 3 clusters Score -4597514 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -4598220.000000 Penalty: 5284.118164
	Iteration 14Q: 3 clusters Score -4598220 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -4599014.000000 Penalty: 5284.118164
	Iteration 15Q: 3 clusters Score -4599014 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -4599818.500000 Penalty: 5284.118164
	Iteration 16Q: 3 clusters Score -4599818 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -4600733.500000 Penalty: 5284.118164
	Iteration 17Q: 3 clusters Score -4600734 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -4601665.000000 Penalty: 5284.118164
	Iteration 18Q: 3 clusters Score -4601665 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33295 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -4602501.500000 Penalty: 5284.118164
	Iteration 19Q: 3 clusters Score -4602502 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -4603233.500000 Penalty: 5284.118164
	Iteration 20F: 3 clusters Score -4603234 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -4603831.000000 Penalty: 5284.118164
	Iteration 21Q: 3 clusters Score -4603831 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -4604240.500000 Penalty: 5284.118164
	Iteration 22Q: 3 clusters Score -4604240 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -4604554.500000 Penalty: 5284.118164
	Iteration 23Q: 3 clusters Score -4604554 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -4604800.500000 Penalty: 5284.118164
	Iteration 24Q: 3 clusters Score -4604800 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -4604978.500000 Penalty: 5284.118164
	Iteration 25Q: 3 clusters Score -4604978 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -4605126.500000 Penalty: 5284.118164
	Iteration 26Q: 3 clusters Score -4605126 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -4605236.500000 Penalty: 5284.118164
	Iteration 27Q: 3 clusters Score -4605236 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -4605381.000000 Penalty: 5284.118164
	Iteration 28Q: 3 clusters Score -4605381 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -4605491.500000 Penalty: 5284.118164
	Iteration 29Q: 3 clusters Score -4605492 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -4605573.000000 Penalty: 5284.118164
	Iteration 30Q: 3 clusters Score -4605573 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -4605632.000000 Penalty: 5284.118164
	Iteration 31Q: 3 clusters Score -4605632 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -4605665.500000 Penalty: 5284.118164
	Iteration 32Q: 3 clusters Score -4605666 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -4605689.500000 Penalty: 5284.118164
	Iteration 33Q: 3 clusters Score -4605690 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -4605714.500000 Penalty: 5284.118164
	Iteration 34Q: 3 clusters Score -4605714 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -4605731.500000 Penalty: 5284.118164
	Iteration 35Q: 3 clusters Score -4605732 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -4605726.500000 Penalty: 5284.118164
	Iteration 36Q: 3 clusters Score -4605726 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -4605732.000000 Penalty: 5284.118164
	Iteration 37Q: 3 clusters Score -4605732 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -4605750.500000 Penalty: 5284.118164
	Iteration 38Q: 3 clusters Score -4605750 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -4605747.500000 Penalty: 5284.118164
	Iteration 39Q: 3 clusters Score -4605748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -4605762.000000 Penalty: 5284.118164
	Iteration 40F: 3 clusters Score -4605762 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -4605792.000000 Penalty: 5284.118164
	Iteration 41Q: 3 clusters Score -4605792 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -4605811.500000 Penalty: 5284.118164
	Iteration 42Q: 3 clusters Score -4605812 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -4605822.500000 Penalty: 5284.118164
	Iteration 43Q: 3 clusters Score -4605822 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -4605829.000000 Penalty: 5284.118164
	Iteration 44Q: 3 clusters Score -4605829 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -4605834.500000 Penalty: 5284.118164
	Iteration 45Q: 3 clusters Score -4605834 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -4605823.500000 Penalty: 5284.118164
	Iteration 46Q: 3 clusters Score -4605824 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -4605821.000000 Penalty: 5284.118164
	Iteration 47Q: 3 clusters Score -4605821 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -4605831.000000 Penalty: 5284.118164
	Iteration 48Q: 3 clusters Score -4605831 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -4605825.500000 Penalty: 5284.118164
	Iteration 49Q: 3 clusters Score -4605826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -4605825.500000 Penalty: 5284.118164
	Iteration 50Q: 3 clusters Score -4605826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -4605821.500000 Penalty: 5284.118164
	Iteration 51Q: 3 clusters Score -4605822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -4605823.000000 Penalty: 5284.118164
	Iteration 52Q: 3 clusters Score -4605823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -4605825.500000 Penalty: 5284.118164
	Iteration 53Q: 3 clusters Score -4605826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -4605833.000000 Penalty: 5284.118164
	Iteration 54Q: 3 clusters Score -4605833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -4605841.000000 Penalty: 5284.118164
	Iteration 55Q: 3 clusters Score -4605841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -4605846.500000 Penalty: 5284.118164
	Iteration 56Q: 3 clusters Score -4605846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -4605847.500000 Penalty: 5284.118164
	Iteration 57Q: 3 clusters Score -4605848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -4605850.000000 Penalty: 5284.118164
	Iteration 58Q: 3 clusters Score -4605850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -4605848.500000 Penalty: 5284.118164
	Iteration 59Q: 3 clusters Score -4605848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -4605844.500000 Penalty: 5284.118164
	Iteration 60F: 3 clusters Score -4605844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -4605845.500000 Penalty: 5284.118164
	Iteration 61Q: 3 clusters Score -4605846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -4605839.000000 Penalty: 5284.118164
	Iteration 62Q: 3 clusters Score -4605839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -4605841.000000 Penalty: 5284.118164
	Iteration 63Q: 3 clusters Score -4605841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -4605842.500000 Penalty: 5284.118164
	Iteration 64Q: 3 clusters Score -4605842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -4605842.000000 Penalty: 5284.118164
	Iteration 65Q: 3 clusters Score -4605842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -4605835.500000 Penalty: 5284.118164
	Iteration 66Q: 3 clusters Score -4605836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -4605838.000000 Penalty: 5284.118164
	Iteration 67Q: 3 clusters Score -4605838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -4605837.500000 Penalty: 5284.118164
	Iteration 68Q: 3 clusters Score -4605838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -4605837.500000 Penalty: 5284.118164
	Iteration 69F: 3 clusters Score -4605838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 4085 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9923 members 
Mstep: Class 6 contains 17432 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 8780 members 
Mstep: Class 9 contains 9040 members 
Mstep: Class 10 contains 29970 members 
Mstep: Class 11 contains 2515 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9399 members 
Mstep: Class 14 contains 14820 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 4574 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 12308 members 
Mstep: Class 20 contains 5174 members 
Mstep: Class 21 contains 26165 members 
Mstep: Class 22 contains 25619 members 
Mstep: Class 23 contains 26242 members 
Mstep: Class 24 contains 37319 members 
Mstep: Class 25 contains 5493 members 
Mstep: Class 26 contains 40132 members 
Mstep: Class 27 contains 4729 members 
Mstep: Class 28 contains 3399 members 
Mstep: Class 29 contains 6497 members 
Mstep: Class 30 contains 89809 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14074 members 
Mstep: Class 33 contains 8510 members 
Mstep: Class 34 contains 22615 members 
Mstep: Class 35 contains 4757 members 
Mstep: Class 36 contains 1355 members 
Mstep: Class 37 contains 14012 members 
Mstep: Class 38 contains 9097 members 
Mstep: Class 39 contains 10426 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 709 members 
Mstep: Class 42 contains 15083 members 
Mstep: Class 43 contains 4678 members 
Mstep: Class 44 contains 13077 members 
Mstep: Class 45 contains 22161 members 
Mstep: Class 46 contains 32823 members 
Mstep: Class 47 contains 2953 members 
Mstep: Class 48 contains 729 members 
Mstep: Class 49 contains 9750 members 
Mstep: Class 50 contains 16097 members 
Entering Unmasked Estep 
Score: -64752684.000000 Penalty: 165936.437500
Splitting cluster 23 changes total score from -64745520.000000 to -64752684.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 24 (37319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Entering Unmasked Estep 
Score: -3703240.500000 Penalty: 2610.760010
	Iteration 0F: 2 clusters Score -3703240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -3677816.250000 Penalty: 5221.520020
	Iteration 0F: 3 clusters Score -3677816 nChanged 17147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -3687368.750000 Penalty: 5221.520020
	Iteration 1F: 3 clusters Score -3687369 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -3688013.000000 Penalty: 5221.520020
	Iteration 2Q: 3 clusters Score -3688013 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -3688667.750000 Penalty: 5221.520020
	Iteration 3Q: 3 clusters Score -3688668 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -3689416.250000 Penalty: 5221.520020
	Iteration 4Q: 3 clusters Score -3689416 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -3690171.250000 Penalty: 5221.520020
	Iteration 5Q: 3 clusters Score -3690171 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -3690914.750000 Penalty: 5221.520020
	Iteration 6Q: 3 clusters Score -3690915 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -3691761.250000 Penalty: 5221.520020
	Iteration 7Q: 3 clusters Score -3691761 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -3692564.750000 Penalty: 5221.520020
	Iteration 8Q: 3 clusters Score -3692565 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -3693327.250000 Penalty: 5221.520020
	Iteration 9Q: 3 clusters Score -3693327 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -3694055.500000 Penalty: 5221.520020
	Iteration 10Q: 3 clusters Score -3694056 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -3694674.750000 Penalty: 5221.520020
	Iteration 11Q: 3 clusters Score -3694675 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -3695149.000000 Penalty: 5221.520020
	Iteration 12Q: 3 clusters Score -3695149 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -3695549.000000 Penalty: 5221.520020
	Iteration 13Q: 3 clusters Score -3695549 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -3695834.500000 Penalty: 5221.520020
	Iteration 14Q: 3 clusters Score -3695834 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -3696039.750000 Penalty: 5221.520020
	Iteration 15Q: 3 clusters Score -3696040 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -3696153.250000 Penalty: 5221.520020
	Iteration 16Q: 3 clusters Score -3696153 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -3696214.500000 Penalty: 5221.520020
	Iteration 17Q: 3 clusters Score -3696214 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -3696256.750000 Penalty: 5221.520020
	Iteration 18Q: 3 clusters Score -3696257 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -3696293.750000 Penalty: 5221.520020
	Iteration 19Q: 3 clusters Score -3696294 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -3696314.250000 Penalty: 5221.520020
	Iteration 20F: 3 clusters Score -3696314 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -3696344.250000 Penalty: 5221.520020
	Iteration 21Q: 3 clusters Score -3696344 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -3696374.750000 Penalty: 5221.520020
	Iteration 22Q: 3 clusters Score -3696375 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -3696385.750000 Penalty: 5221.520020
	Iteration 23Q: 3 clusters Score -3696386 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -3696400.250000 Penalty: 5221.520020
	Iteration 24Q: 3 clusters Score -3696400 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -3696416.250000 Penalty: 5221.520020
	Iteration 25Q: 3 clusters Score -3696416 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -3696411.250000 Penalty: 5221.520020
	Iteration 26Q: 3 clusters Score -3696411 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -3696423.000000 Penalty: 5221.520020
	Iteration 27Q: 3 clusters Score -3696423 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -3696428.250000 Penalty: 5221.520020
	Iteration 28Q: 3 clusters Score -3696428 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -3696440.000000 Penalty: 5221.520020
	Iteration 29Q: 3 clusters Score -3696440 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -3696441.750000 Penalty: 5221.520020
	Iteration 30Q: 3 clusters Score -3696442 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -3696451.500000 Penalty: 5221.520020
	Iteration 31Q: 3 clusters Score -3696452 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -3696465.250000 Penalty: 5221.520020
	Iteration 32Q: 3 clusters Score -3696465 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -3696475.750000 Penalty: 5221.520020
	Iteration 33Q: 3 clusters Score -3696476 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -3696498.250000 Penalty: 5221.520020
	Iteration 34Q: 3 clusters Score -3696498 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -3696495.250000 Penalty: 5221.520020
	Iteration 35Q: 3 clusters Score -3696495 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -3696490.000000 Penalty: 5221.520020
	Iteration 36Q: 3 clusters Score -3696490 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -3696496.250000 Penalty: 5221.520020
	Iteration 37Q: 3 clusters Score -3696496 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -3696499.000000 Penalty: 5221.520020
	Iteration 38Q: 3 clusters Score -3696499 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -3696502.250000 Penalty: 5221.520020
	Iteration 39Q: 3 clusters Score -3696502 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -3696520.250000 Penalty: 5221.520020
	Iteration 40F: 3 clusters Score -3696520 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -3696523.750000 Penalty: 5221.520020
	Iteration 41Q: 3 clusters Score -3696524 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -3696533.250000 Penalty: 5221.520020
	Iteration 42Q: 3 clusters Score -3696533 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -3696556.000000 Penalty: 5221.520020
	Iteration 43Q: 3 clusters Score -3696556 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -3696566.500000 Penalty: 5221.520020
	Iteration 44Q: 3 clusters Score -3696566 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -3696579.250000 Penalty: 5221.520020
	Iteration 45Q: 3 clusters Score -3696579 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -3696592.250000 Penalty: 5221.520020
	Iteration 46Q: 3 clusters Score -3696592 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -3696595.250000 Penalty: 5221.520020
	Iteration 47Q: 3 clusters Score -3696595 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -3696615.500000 Penalty: 5221.520020
	Iteration 48Q: 3 clusters Score -3696616 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -3696609.750000 Penalty: 5221.520020
	Iteration 49Q: 3 clusters Score -3696610 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -3696628.000000 Penalty: 5221.520020
	Iteration 50Q: 3 clusters Score -3696628 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -3696626.500000 Penalty: 5221.520020
	Iteration 51Q: 3 clusters Score -3696626 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -3696632.250000 Penalty: 5221.520020
	Iteration 52Q: 3 clusters Score -3696632 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -3696640.250000 Penalty: 5221.520020
	Iteration 53Q: 3 clusters Score -3696640 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -3696664.250000 Penalty: 5221.520020
	Iteration 54Q: 3 clusters Score -3696664 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -3696665.000000 Penalty: 5221.520020
	Iteration 55Q: 3 clusters Score -3696665 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -3696667.250000 Penalty: 5221.520020
	Iteration 56Q: 3 clusters Score -3696667 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -3696690.000000 Penalty: 5221.520020
	Iteration 57Q: 3 clusters Score -3696690 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -3696728.250000 Penalty: 5221.520020
	Iteration 58Q: 3 clusters Score -3696728 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -3696752.250000 Penalty: 5221.520020
	Iteration 59Q: 3 clusters Score -3696752 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -3696770.000000 Penalty: 5221.520020
	Iteration 60F: 3 clusters Score -3696770 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -3696782.750000 Penalty: 5221.520020
	Iteration 61Q: 3 clusters Score -3696783 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -3696793.000000 Penalty: 5221.520020
	Iteration 62Q: 3 clusters Score -3696793 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -3696798.250000 Penalty: 5221.520020
	Iteration 63Q: 3 clusters Score -3696798 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -3696805.750000 Penalty: 5221.520020
	Iteration 64Q: 3 clusters Score -3696806 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -3696827.750000 Penalty: 5221.520020
	Iteration 65Q: 3 clusters Score -3696828 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -3696848.250000 Penalty: 5221.520020
	Iteration 66Q: 3 clusters Score -3696848 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -3696871.000000 Penalty: 5221.520020
	Iteration 67Q: 3 clusters Score -3696871 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -3696872.250000 Penalty: 5221.520020
	Iteration 68Q: 3 clusters Score -3696872 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -3696887.000000 Penalty: 5221.520020
	Iteration 69Q: 3 clusters Score -3696887 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -3696896.750000 Penalty: 5221.520020
	Iteration 70Q: 3 clusters Score -3696897 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -3696917.250000 Penalty: 5221.520020
	Iteration 71Q: 3 clusters Score -3696917 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -3696938.000000 Penalty: 5221.520020
	Iteration 72Q: 3 clusters Score -3696938 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -3696959.000000 Penalty: 5221.520020
	Iteration 73Q: 3 clusters Score -3696959 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -3696989.500000 Penalty: 5221.520020
	Iteration 74Q: 3 clusters Score -3696990 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -3697014.250000 Penalty: 5221.520020
	Iteration 75Q: 3 clusters Score -3697014 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -3697034.500000 Penalty: 5221.520020
	Iteration 76Q: 3 clusters Score -3697034 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -3697059.750000 Penalty: 5221.520020
	Iteration 77Q: 3 clusters Score -3697060 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -3697104.000000 Penalty: 5221.520020
	Iteration 78Q: 3 clusters Score -3697104 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -3697141.000000 Penalty: 5221.520020
	Iteration 79Q: 3 clusters Score -3697141 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -3697197.500000 Penalty: 5221.520020
	Iteration 80F: 3 clusters Score -3697198 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -3697252.000000 Penalty: 5221.520020
	Iteration 81Q: 3 clusters Score -3697252 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -3697308.500000 Penalty: 5221.520020
	Iteration 82Q: 3 clusters Score -3697308 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -3697382.000000 Penalty: 5221.520020
	Iteration 83Q: 3 clusters Score -3697382 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -3697473.500000 Penalty: 5221.520020
	Iteration 84Q: 3 clusters Score -3697474 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -3697617.750000 Penalty: 5221.520020
	Iteration 85Q: 3 clusters Score -3697618 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -3697767.000000 Penalty: 5221.520020
	Iteration 86Q: 3 clusters Score -3697767 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -3697866.750000 Penalty: 5221.520020
	Iteration 87Q: 3 clusters Score -3697867 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -3698008.750000 Penalty: 5221.520020
	Iteration 88Q: 3 clusters Score -3698009 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -3698164.750000 Penalty: 5221.520020
	Iteration 89Q: 3 clusters Score -3698165 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -3698351.500000 Penalty: 5221.520020
	Iteration 90Q: 3 clusters Score -3698352 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -3698605.500000 Penalty: 5221.520020
	Iteration 91Q: 3 clusters Score -3698606 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -3698887.250000 Penalty: 5221.520020
	Iteration 92Q: 3 clusters Score -3698887 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -3699213.750000 Penalty: 5221.520020
	Iteration 93Q: 3 clusters Score -3699214 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -3699545.750000 Penalty: 5221.520020
	Iteration 94Q: 3 clusters Score -3699546 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -3699822.000000 Penalty: 5221.520020
	Iteration 95Q: 3 clusters Score -3699822 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -3700132.750000 Penalty: 5221.520020
	Iteration 96Q: 3 clusters Score -3700133 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -3700472.250000 Penalty: 5221.520020
	Iteration 97Q: 3 clusters Score -3700472 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -3700741.250000 Penalty: 5221.520020
	Iteration 98Q: 3 clusters Score -3700741 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -3701024.500000 Penalty: 5221.520020
	Iteration 99Q: 3 clusters Score -3701024 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -3701239.250000 Penalty: 5221.520020
	Iteration 100F: 3 clusters Score -3701239 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -3701399.250000 Penalty: 5221.520020
	Iteration 101Q: 3 clusters Score -3701399 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -3701523.250000 Penalty: 5221.520020
	Iteration 102Q: 3 clusters Score -3701523 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -3701600.250000 Penalty: 5221.520020
	Iteration 103Q: 3 clusters Score -3701600 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -3701643.500000 Penalty: 5221.520020
	Iteration 104Q: 3 clusters Score -3701644 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -3701685.750000 Penalty: 5221.520020
	Iteration 105Q: 3 clusters Score -3701686 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -3701707.500000 Penalty: 5221.520020
	Iteration 106Q: 3 clusters Score -3701708 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -3701735.000000 Penalty: 5221.520020
	Iteration 107Q: 3 clusters Score -3701735 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -3701750.500000 Penalty: 5221.520020
	Iteration 108Q: 3 clusters Score -3701750 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -3701772.000000 Penalty: 5221.520020
	Iteration 109Q: 3 clusters Score -3701772 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -3701790.000000 Penalty: 5221.520020
	Iteration 110Q: 3 clusters Score -3701790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -3701804.750000 Penalty: 5221.520020
	Iteration 111Q: 3 clusters Score -3701805 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 35093 members 
Entering Unmasked Estep 
Score: -3701825.500000 Penalty: 5221.520020
	Iteration 112Q: 3 clusters Score -3701826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -3701828.750000 Penalty: 5221.520020
	Iteration 113Q: 3 clusters Score -3701829 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -3701835.250000 Penalty: 5221.520020
	Iteration 114Q: 3 clusters Score -3701835 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -3701833.750000 Penalty: 5221.520020
	Iteration 115Q: 3 clusters Score -3701834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -3701837.500000 Penalty: 5221.520020
	Iteration 116Q: 3 clusters Score -3701838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -3701840.250000 Penalty: 5221.520020
	Iteration 117Q: 3 clusters Score -3701840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -3701847.500000 Penalty: 5221.520020
	Iteration 118Q: 3 clusters Score -3701848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -3701855.250000 Penalty: 5221.520020
	Iteration 119Q: 3 clusters Score -3701855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -3701853.000000 Penalty: 5221.520020
	Iteration 120F: 3 clusters Score -3701853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -3701860.000000 Penalty: 5221.520020
	Iteration 121Q: 3 clusters Score -3701860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -3701864.000000 Penalty: 5221.520020
	Iteration 122Q: 3 clusters Score -3701864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -3701865.750000 Penalty: 5221.520020
	Iteration 123Q: 3 clusters Score -3701866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -3701861.500000 Penalty: 5221.520020
	Iteration 124Q: 3 clusters Score -3701862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -3701863.750000 Penalty: 5221.520020
	Iteration 125Q: 3 clusters Score -3701864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -3701864.000000 Penalty: 5221.520020
	Iteration 126Q: 3 clusters Score -3701864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -3701871.500000 Penalty: 5221.520020
	Iteration 127Q: 3 clusters Score -3701872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -3701878.750000 Penalty: 5221.520020
	Iteration 128Q: 3 clusters Score -3701879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -3701884.000000 Penalty: 5221.520020
	Iteration 129Q: 3 clusters Score -3701884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -3701880.250000 Penalty: 5221.520020
	Iteration 130Q: 3 clusters Score -3701880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -3701878.500000 Penalty: 5221.520020
	Iteration 131Q: 3 clusters Score -3701878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -3701877.500000 Penalty: 5221.520020
	Iteration 132Q: 3 clusters Score -3701878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -3701881.750000 Penalty: 5221.520020
	Iteration 133Q: 3 clusters Score -3701882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -3701881.750000 Penalty: 5221.520020
	Iteration 134F: 3 clusters Score -3701882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Entering Unmasked Estep 
Score: -578450.937500 Penalty: 2135.584961
	Iteration 0F: 2 clusters Score -578450.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -573626.000000 Penalty: 4271.169922
	Iteration 0F: 3 clusters Score -573626 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -574810.125000 Penalty: 4271.169922
	Iteration 1F: 3 clusters Score -574810.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -575132.687500 Penalty: 4271.169922
	Iteration 2F: 3 clusters Score -575132.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -575416.437500 Penalty: 4271.169922
	Iteration 3F: 3 clusters Score -575416.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -575691.812500 Penalty: 4271.169922
	Iteration 4F: 3 clusters Score -575691.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -575891.750000 Penalty: 4271.169922
	Iteration 5Q: 3 clusters Score -575891.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -576039.875000 Penalty: 4271.169922
	Iteration 6Q: 3 clusters Score -576039.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -576161.437500 Penalty: 4271.169922
	Iteration 7Q: 3 clusters Score -576161.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -576267.187500 Penalty: 4271.169922
	Iteration 8Q: 3 clusters Score -576267.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -576361.562500 Penalty: 4271.169922
	Iteration 9Q: 3 clusters Score -576361.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -576455.250000 Penalty: 4271.169922
	Iteration 10Q: 3 clusters Score -576455.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -576532.375000 Penalty: 4271.169922
	Iteration 11Q: 3 clusters Score -576532.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -576598.937500 Penalty: 4271.169922
	Iteration 12Q: 3 clusters Score -576598.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -576666.375000 Penalty: 4271.169922
	Iteration 13Q: 3 clusters Score -576666.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -576744.187500 Penalty: 4271.169922
	Iteration 14Q: 3 clusters Score -576744.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -576828.500000 Penalty: 4271.169922
	Iteration 15Q: 3 clusters Score -576828.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -576901.562500 Penalty: 4271.169922
	Iteration 16Q: 3 clusters Score -576901.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -576959.000000 Penalty: 4271.169922
	Iteration 17Q: 3 clusters Score -576959 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -576996.812500 Penalty: 4271.169922
	Iteration 18Q: 3 clusters Score -576996.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -577028.125000 Penalty: 4271.169922
	Iteration 19Q: 3 clusters Score -577028.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -577053.437500 Penalty: 4271.169922
	Iteration 20F: 3 clusters Score -577053.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -577074.500000 Penalty: 4271.169922
	Iteration 21Q: 3 clusters Score -577074.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -577098.187500 Penalty: 4271.169922
	Iteration 22Q: 3 clusters Score -577098.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -577121.625000 Penalty: 4271.169922
	Iteration 23Q: 3 clusters Score -577121.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -577133.625000 Penalty: 4271.169922
	Iteration 24Q: 3 clusters Score -577133.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -577140.125000 Penalty: 4271.169922
	Iteration 25Q: 3 clusters Score -577140.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -577148.187500 Penalty: 4271.169922
	Iteration 26Q: 3 clusters Score -577148.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -577168.687500 Penalty: 4271.169922
	Iteration 27Q: 3 clusters Score -577168.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -577192.875000 Penalty: 4271.169922
	Iteration 28Q: 3 clusters Score -577192.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -577217.562500 Penalty: 4271.169922
	Iteration 29Q: 3 clusters Score -577217.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -577243.750000 Penalty: 4271.169922
	Iteration 30Q: 3 clusters Score -577243.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -577268.562500 Penalty: 4271.169922
	Iteration 31Q: 3 clusters Score -577268.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -577285.187500 Penalty: 4271.169922
	Iteration 32Q: 3 clusters Score -577285.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -577297.750000 Penalty: 4271.169922
	Iteration 33Q: 3 clusters Score -577297.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -577305.125000 Penalty: 4271.169922
	Iteration 34Q: 3 clusters Score -577305.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -577314.625000 Penalty: 4271.169922
	Iteration 35Q: 3 clusters Score -577314.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -577324.375000 Penalty: 4271.169922
	Iteration 36Q: 3 clusters Score -577324.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -577330.125000 Penalty: 4271.169922
	Iteration 37Q: 3 clusters Score -577330.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -577335.687500 Penalty: 4271.169922
	Iteration 38Q: 3 clusters Score -577335.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -577338.750000 Penalty: 4271.169922
	Iteration 39Q: 3 clusters Score -577338.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -577339.062500 Penalty: 4271.169922
	Iteration 40F: 3 clusters Score -577339.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -577339.500000 Penalty: 4271.169922
	Iteration 41Q: 3 clusters Score -577339.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -577340.562500 Penalty: 4271.169922
	Iteration 42Q: 3 clusters Score -577340.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -577341.687500 Penalty: 4271.169922
	Iteration 43Q: 3 clusters Score -577341.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -577341.750000 Penalty: 4271.169922
	Iteration 44Q: 3 clusters Score -577341.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -577341.750000 Penalty: 4271.169922
	Iteration 45F: 3 clusters Score -577341.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (40132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Entering Unmasked Estep 
Score: -4347039.500000 Penalty: 2628.782471
	Iteration 0F: 2 clusters Score -4347040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -4319850.000000 Penalty: 5257.564941
	Iteration 0F: 3 clusters Score -4319850 nChanged 18428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -4330386.000000 Penalty: 5257.564941
	Iteration 1F: 3 clusters Score -4330386 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -4331297.500000 Penalty: 5257.564941
	Iteration 2F: 3 clusters Score -4331298 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -4332449.500000 Penalty: 5257.564941
	Iteration 3F: 3 clusters Score -4332450 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -4334090.000000 Penalty: 5257.564941
	Iteration 4F: 3 clusters Score -4334090 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -4336236.500000 Penalty: 5257.564941
	Iteration 5F: 3 clusters Score -4336236 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -4338898.500000 Penalty: 5257.564941
	Iteration 6F: 3 clusters Score -4338898 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -4341639.000000 Penalty: 5257.564941
	Iteration 7F: 3 clusters Score -4341639 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -4343471.000000 Penalty: 5257.564941
	Iteration 8F: 3 clusters Score -4343471 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -4344397.500000 Penalty: 5257.564941
	Iteration 9Q: 3 clusters Score -4344398 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -4344859.000000 Penalty: 5257.564941
	Iteration 10Q: 3 clusters Score -4344859 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -4345159.500000 Penalty: 5257.564941
	Iteration 11Q: 3 clusters Score -4345160 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -4345366.500000 Penalty: 5257.564941
	Iteration 12Q: 3 clusters Score -4345366 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -4345494.500000 Penalty: 5257.564941
	Iteration 13Q: 3 clusters Score -4345494 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -4345584.500000 Penalty: 5257.564941
	Iteration 14Q: 3 clusters Score -4345584 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -4345630.500000 Penalty: 5257.564941
	Iteration 15Q: 3 clusters Score -4345630 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -4345665.500000 Penalty: 5257.564941
	Iteration 16Q: 3 clusters Score -4345666 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -4345702.500000 Penalty: 5257.564941
	Iteration 17Q: 3 clusters Score -4345702 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -4345713.500000 Penalty: 5257.564941
	Iteration 18Q: 3 clusters Score -4345714 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -4345728.500000 Penalty: 5257.564941
	Iteration 19Q: 3 clusters Score -4345728 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -4345735.000000 Penalty: 5257.564941
	Iteration 20F: 3 clusters Score -4345735 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -4345747.500000 Penalty: 5257.564941
	Iteration 21Q: 3 clusters Score -4345748 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -4345746.500000 Penalty: 5257.564941
	Iteration 22Q: 3 clusters Score -4345746 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -4345746.000000 Penalty: 5257.564941
	Iteration 23Q: 3 clusters Score -4345746 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -4345771.500000 Penalty: 5257.564941
	Iteration 24Q: 3 clusters Score -4345772 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -4345773.500000 Penalty: 5257.564941
	Iteration 25Q: 3 clusters Score -4345774 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -4345795.000000 Penalty: 5257.564941
	Iteration 26Q: 3 clusters Score -4345795 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -4345803.000000 Penalty: 5257.564941
	Iteration 27Q: 3 clusters Score -4345803 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -4345816.500000 Penalty: 5257.564941
	Iteration 28Q: 3 clusters Score -4345816 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -4345835.500000 Penalty: 5257.564941
	Iteration 29Q: 3 clusters Score -4345836 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -4345852.500000 Penalty: 5257.564941
	Iteration 30Q: 3 clusters Score -4345852 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -4345846.000000 Penalty: 5257.564941
	Iteration 31Q: 3 clusters Score -4345846 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -4345855.500000 Penalty: 5257.564941
	Iteration 32Q: 3 clusters Score -4345856 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -4345871.000000 Penalty: 5257.564941
	Iteration 33Q: 3 clusters Score -4345871 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -4345871.000000 Penalty: 5257.564941
	Iteration 34Q: 3 clusters Score -4345871 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -4345877.000000 Penalty: 5257.564941
	Iteration 35Q: 3 clusters Score -4345877 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -4345879.500000 Penalty: 5257.564941
	Iteration 36Q: 3 clusters Score -4345880 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -4345891.000000 Penalty: 5257.564941
	Iteration 37Q: 3 clusters Score -4345891 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -4345908.500000 Penalty: 5257.564941
	Iteration 38Q: 3 clusters Score -4345908 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -4345908.500000 Penalty: 5257.564941
	Iteration 39Q: 3 clusters Score -4345908 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -4345917.500000 Penalty: 5257.564941
	Iteration 40F: 3 clusters Score -4345918 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -4345933.000000 Penalty: 5257.564941
	Iteration 41Q: 3 clusters Score -4345933 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -4345935.500000 Penalty: 5257.564941
	Iteration 42Q: 3 clusters Score -4345936 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -4345947.000000 Penalty: 5257.564941
	Iteration 43Q: 3 clusters Score -4345947 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -4345957.500000 Penalty: 5257.564941
	Iteration 44Q: 3 clusters Score -4345958 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -4345980.000000 Penalty: 5257.564941
	Iteration 45Q: 3 clusters Score -4345980 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -4345983.500000 Penalty: 5257.564941
	Iteration 46Q: 3 clusters Score -4345984 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -4345984.000000 Penalty: 5257.564941
	Iteration 47Q: 3 clusters Score -4345984 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -4345988.500000 Penalty: 5257.564941
	Iteration 48Q: 3 clusters Score -4345988 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -4345995.000000 Penalty: 5257.564941
	Iteration 49Q: 3 clusters Score -4345995 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -4346006.000000 Penalty: 5257.564941
	Iteration 50Q: 3 clusters Score -4346006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -4346009.000000 Penalty: 5257.564941
	Iteration 51Q: 3 clusters Score -4346009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -4346004.000000 Penalty: 5257.564941
	Iteration 52Q: 3 clusters Score -4346004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -4346003.500000 Penalty: 5257.564941
	Iteration 53Q: 3 clusters Score -4346004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -4346013.000000 Penalty: 5257.564941
	Iteration 54Q: 3 clusters Score -4346013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -4346009.500000 Penalty: 5257.564941
	Iteration 55Q: 3 clusters Score -4346010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -4346004.500000 Penalty: 5257.564941
	Iteration 56Q: 3 clusters Score -4346004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -4346007.000000 Penalty: 5257.564941
	Iteration 57Q: 3 clusters Score -4346007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -4346009.500000 Penalty: 5257.564941
	Iteration 58Q: 3 clusters Score -4346010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -4346010.500000 Penalty: 5257.564941
	Iteration 59Q: 3 clusters Score -4346010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -4346008.000000 Penalty: 5257.564941
	Iteration 60F: 3 clusters Score -4346008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -4346006.500000 Penalty: 5257.564941
	Iteration 61Q: 3 clusters Score -4346006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -4346001.000000 Penalty: 5257.564941
	Iteration 62Q: 3 clusters Score -4346001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -4346008.500000 Penalty: 5257.564941
	Iteration 63Q: 3 clusters Score -4346008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -4346005.000000 Penalty: 5257.564941
	Iteration 64Q: 3 clusters Score -4346005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -4346005.500000 Penalty: 5257.564941
	Iteration 65Q: 3 clusters Score -4346006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -4346005.500000 Penalty: 5257.564941
	Iteration 66F: 3 clusters Score -4346006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Entering Unmasked Estep 
Score: -521044.625000 Penalty: 2098.444336
	Iteration 0F: 2 clusters Score -521044.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -516695.593750 Penalty: 4196.888672
	Iteration 0F: 3 clusters Score -516695.6 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -517718.250000 Penalty: 4196.888672
	Iteration 1F: 3 clusters Score -517718.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -517901.812500 Penalty: 4196.888672
	Iteration 2F: 3 clusters Score -517901.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -517998.843750 Penalty: 4196.888672
	Iteration 3Q: 3 clusters Score -517998.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -518057.875000 Penalty: 4196.888672
	Iteration 4Q: 3 clusters Score -518057.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -518105.750000 Penalty: 4196.888672
	Iteration 5Q: 3 clusters Score -518105.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -518149.031250 Penalty: 4196.888672
	Iteration 6Q: 3 clusters Score -518149 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -518190.656250 Penalty: 4196.888672
	Iteration 7Q: 3 clusters Score -518190.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -518230.312500 Penalty: 4196.888672
	Iteration 8Q: 3 clusters Score -518230.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -518265.437500 Penalty: 4196.888672
	Iteration 9Q: 3 clusters Score -518265.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -518297.718750 Penalty: 4196.888672
	Iteration 10Q: 3 clusters Score -518297.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -518329.343750 Penalty: 4196.888672
	Iteration 11Q: 3 clusters Score -518329.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -518353.531250 Penalty: 4196.888672
	Iteration 12Q: 3 clusters Score -518353.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -518377.968750 Penalty: 4196.888672
	Iteration 13Q: 3 clusters Score -518378 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -518402.687500 Penalty: 4196.888672
	Iteration 14Q: 3 clusters Score -518402.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -518424.937500 Penalty: 4196.888672
	Iteration 15Q: 3 clusters Score -518424.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -518441.937500 Penalty: 4196.888672
	Iteration 16Q: 3 clusters Score -518441.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -518461.312500 Penalty: 4196.888672
	Iteration 17Q: 3 clusters Score -518461.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -518476.593750 Penalty: 4196.888672
	Iteration 18Q: 3 clusters Score -518476.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -518492.312500 Penalty: 4196.888672
	Iteration 19Q: 3 clusters Score -518492.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -518506.125000 Penalty: 4196.888672
	Iteration 20F: 3 clusters Score -518506.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -518524.812500 Penalty: 4196.888672
	Iteration 21Q: 3 clusters Score -518524.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -518540.812500 Penalty: 4196.888672
	Iteration 22Q: 3 clusters Score -518540.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -518559.031250 Penalty: 4196.888672
	Iteration 23Q: 3 clusters Score -518559 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -518577.562500 Penalty: 4196.888672
	Iteration 24Q: 3 clusters Score -518577.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -518593.750000 Penalty: 4196.888672
	Iteration 25Q: 3 clusters Score -518593.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -518605.343750 Penalty: 4196.888672
	Iteration 26Q: 3 clusters Score -518605.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -518619.156250 Penalty: 4196.888672
	Iteration 27Q: 3 clusters Score -518619.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -518629.000000 Penalty: 4196.888672
	Iteration 28Q: 3 clusters Score -518629 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -518641.375000 Penalty: 4196.888672
	Iteration 29Q: 3 clusters Score -518641.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -518651.093750 Penalty: 4196.888672
	Iteration 30Q: 3 clusters Score -518651.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -518664.500000 Penalty: 4196.888672
	Iteration 31Q: 3 clusters Score -518664.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -518679.156250 Penalty: 4196.888672
	Iteration 32Q: 3 clusters Score -518679.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -518692.343750 Penalty: 4196.888672
	Iteration 33Q: 3 clusters Score -518692.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -518699.750000 Penalty: 4196.888672
	Iteration 34Q: 3 clusters Score -518699.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -518708.812500 Penalty: 4196.888672
	Iteration 35Q: 3 clusters Score -518708.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -518716.500000 Penalty: 4196.888672
	Iteration 36Q: 3 clusters Score -518716.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -518725.187500 Penalty: 4196.888672
	Iteration 37Q: 3 clusters Score -518725.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -518734.875000 Penalty: 4196.888672
	Iteration 38Q: 3 clusters Score -518734.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -518741.468750 Penalty: 4196.888672
	Iteration 39Q: 3 clusters Score -518741.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -518747.968750 Penalty: 4196.888672
	Iteration 40F: 3 clusters Score -518748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -518755.343750 Penalty: 4196.888672
	Iteration 41Q: 3 clusters Score -518755.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -518764.312500 Penalty: 4196.888672
	Iteration 42Q: 3 clusters Score -518764.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -518772.000000 Penalty: 4196.888672
	Iteration 43Q: 3 clusters Score -518772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -518778.531250 Penalty: 4196.888672
	Iteration 44Q: 3 clusters Score -518778.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -518788.500000 Penalty: 4196.888672
	Iteration 45Q: 3 clusters Score -518788.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -518801.406250 Penalty: 4196.888672
	Iteration 46Q: 3 clusters Score -518801.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -518815.375000 Penalty: 4196.888672
	Iteration 47Q: 3 clusters Score -518815.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -518830.937500 Penalty: 4196.888672
	Iteration 48Q: 3 clusters Score -518830.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -518846.218750 Penalty: 4196.888672
	Iteration 49Q: 3 clusters Score -518846.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -518860.437500 Penalty: 4196.888672
	Iteration 50Q: 3 clusters Score -518860.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -518874.781250 Penalty: 4196.888672
	Iteration 51Q: 3 clusters Score -518874.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -518888.125000 Penalty: 4196.888672
	Iteration 52Q: 3 clusters Score -518888.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -518900.906250 Penalty: 4196.888672
	Iteration 53Q: 3 clusters Score -518900.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -518911.062500 Penalty: 4196.888672
	Iteration 54Q: 3 clusters Score -518911.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -518917.750000 Penalty: 4196.888672
	Iteration 55Q: 3 clusters Score -518917.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -518923.187500 Penalty: 4196.888672
	Iteration 56Q: 3 clusters Score -518923.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -518928.343750 Penalty: 4196.888672
	Iteration 57Q: 3 clusters Score -518928.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -518931.968750 Penalty: 4196.888672
	Iteration 58Q: 3 clusters Score -518932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -518936.437500 Penalty: 4196.888672
	Iteration 59Q: 3 clusters Score -518936.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -518940.343750 Penalty: 4196.888672
	Iteration 60F: 3 clusters Score -518940.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -518943.875000 Penalty: 4196.888672
	Iteration 61Q: 3 clusters Score -518943.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -518947.281250 Penalty: 4196.888672
	Iteration 62Q: 3 clusters Score -518947.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -518949.593750 Penalty: 4196.888672
	Iteration 63Q: 3 clusters Score -518949.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -518953.718750 Penalty: 4196.888672
	Iteration 64Q: 3 clusters Score -518953.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -518958.218750 Penalty: 4196.888672
	Iteration 65Q: 3 clusters Score -518958.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -518960.437500 Penalty: 4196.888672
	Iteration 66Q: 3 clusters Score -518960.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -518963.593750 Penalty: 4196.888672
	Iteration 67Q: 3 clusters Score -518963.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -518964.656250 Penalty: 4196.888672
	Iteration 68Q: 3 clusters Score -518964.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -518966.218750 Penalty: 4196.888672
	Iteration 69Q: 3 clusters Score -518966.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -518968.125000 Penalty: 4196.888672
	Iteration 70Q: 3 clusters Score -518968.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -518970.000000 Penalty: 4196.888672
	Iteration 71Q: 3 clusters Score -518970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -518972.781250 Penalty: 4196.888672
	Iteration 72Q: 3 clusters Score -518972.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -518974.500000 Penalty: 4196.888672
	Iteration 73Q: 3 clusters Score -518974.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -518976.843750 Penalty: 4196.888672
	Iteration 74Q: 3 clusters Score -518976.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -518978.593750 Penalty: 4196.888672
	Iteration 75Q: 3 clusters Score -518978.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -518982.437500 Penalty: 4196.888672
	Iteration 76Q: 3 clusters Score -518982.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -518985.406250 Penalty: 4196.888672
	Iteration 77Q: 3 clusters Score -518985.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -518989.218750 Penalty: 4196.888672
	Iteration 78Q: 3 clusters Score -518989.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -518991.437500 Penalty: 4196.888672
	Iteration 79Q: 3 clusters Score -518991.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -518993.125000 Penalty: 4196.888672
	Iteration 80F: 3 clusters Score -518993.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -518993.906250 Penalty: 4196.888672
	Iteration 81Q: 3 clusters Score -518993.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -518996.250000 Penalty: 4196.888672
	Iteration 82Q: 3 clusters Score -518996.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -518996.937500 Penalty: 4196.888672
	Iteration 83Q: 3 clusters Score -518996.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -518998.718750 Penalty: 4196.888672
	Iteration 84Q: 3 clusters Score -518998.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -519002.062500 Penalty: 4196.888672
	Iteration 85Q: 3 clusters Score -519002.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -519003.531250 Penalty: 4196.888672
	Iteration 86Q: 3 clusters Score -519003.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -519006.625000 Penalty: 4196.888672
	Iteration 87Q: 3 clusters Score -519006.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -519007.968750 Penalty: 4196.888672
	Iteration 88Q: 3 clusters Score -519008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -519007.781250 Penalty: 4196.888672
	Iteration 89Q: 3 clusters Score -519007.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -519008.625000 Penalty: 4196.888672
	Iteration 90Q: 3 clusters Score -519008.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -519008.625000 Penalty: 4196.888672
	Iteration 91F: 3 clusters Score -519008.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Entering Unmasked Estep 
Score: -333044.031250 Penalty: 2016.546753
	Iteration 0F: 2 clusters Score -333044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -329611.093750 Penalty: 4033.093506
	Iteration 0F: 3 clusters Score -329611.1 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -330363.468750 Penalty: 4033.093506
	Iteration 1F: 3 clusters Score -330363.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -330551.968750 Penalty: 4033.093506
	Iteration 2F: 3 clusters Score -330552 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -330676.062500 Penalty: 4033.093506
	Iteration 3F: 3 clusters Score -330676.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -330743.406250 Penalty: 4033.093506
	Iteration 4Q: 3 clusters Score -330743.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -330812.093750 Penalty: 4033.093506
	Iteration 5Q: 3 clusters Score -330812.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -330882.687500 Penalty: 4033.093506
	Iteration 6Q: 3 clusters Score -330882.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -330937.593750 Penalty: 4033.093506
	Iteration 7Q: 3 clusters Score -330937.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -331006.093750 Penalty: 4033.093506
	Iteration 8Q: 3 clusters Score -331006.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -331092.062500 Penalty: 4033.093506
	Iteration 9Q: 3 clusters Score -331092.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -331186.156250 Penalty: 4033.093506
	Iteration 10Q: 3 clusters Score -331186.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -331294.781250 Penalty: 4033.093506
	Iteration 11Q: 3 clusters Score -331294.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -331393.250000 Penalty: 4033.093506
	Iteration 12Q: 3 clusters Score -331393.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -331486.062500 Penalty: 4033.093506
	Iteration 13Q: 3 clusters Score -331486.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -331575.312500 Penalty: 4033.093506
	Iteration 14Q: 3 clusters Score -331575.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -331667.718750 Penalty: 4033.093506
	Iteration 15Q: 3 clusters Score -331667.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -331754.218750 Penalty: 4033.093506
	Iteration 16Q: 3 clusters Score -331754.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -331827.812500 Penalty: 4033.093506
	Iteration 17Q: 3 clusters Score -331827.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -331876.781250 Penalty: 4033.093506
	Iteration 18Q: 3 clusters Score -331876.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -331919.156250 Penalty: 4033.093506
	Iteration 19Q: 3 clusters Score -331919.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -331945.500000 Penalty: 4033.093506
	Iteration 20F: 3 clusters Score -331945.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -331971.687500 Penalty: 4033.093506
	Iteration 21Q: 3 clusters Score -331971.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -331984.250000 Penalty: 4033.093506
	Iteration 22Q: 3 clusters Score -331984.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -331988.843750 Penalty: 4033.093506
	Iteration 23Q: 3 clusters Score -331988.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -331991.500000 Penalty: 4033.093506
	Iteration 24Q: 3 clusters Score -331991.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -331995.718750 Penalty: 4033.093506
	Iteration 25Q: 3 clusters Score -331995.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -331997.406250 Penalty: 4033.093506
	Iteration 26Q: 3 clusters Score -331997.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -331999.375000 Penalty: 4033.093506
	Iteration 27Q: 3 clusters Score -331999.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -331999.906250 Penalty: 4033.093506
	Iteration 28Q: 3 clusters Score -331999.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -332000.093750 Penalty: 4033.093506
	Iteration 29Q: 3 clusters Score -332000.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -332000.093750 Penalty: 4033.093506
	Iteration 30F: 3 clusters Score -332000.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Entering Unmasked Estep 
Score: -577887.125000 Penalty: 2177.215820
	Iteration 0F: 2 clusters Score -577887.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -572459.250000 Penalty: 4354.431641
	Iteration 0F: 3 clusters Score -572459.2 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -573959.187500 Penalty: 4354.431641
	Iteration 1F: 3 clusters Score -573959.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -574335.125000 Penalty: 4354.431641
	Iteration 2F: 3 clusters Score -574335.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -574688.875000 Penalty: 4354.431641
	Iteration 3F: 3 clusters Score -574688.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -574996.875000 Penalty: 4354.431641
	Iteration 4F: 3 clusters Score -574996.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -575283.312500 Penalty: 4354.431641
	Iteration 5F: 3 clusters Score -575283.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -575512.000000 Penalty: 4354.431641
	Iteration 6F: 3 clusters Score -575512 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -575685.375000 Penalty: 4354.431641
	Iteration 7Q: 3 clusters Score -575685.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -575806.562500 Penalty: 4354.431641
	Iteration 8Q: 3 clusters Score -575806.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -575898.250000 Penalty: 4354.431641
	Iteration 9Q: 3 clusters Score -575898.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -575971.437500 Penalty: 4354.431641
	Iteration 10Q: 3 clusters Score -575971.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -576034.312500 Penalty: 4354.431641
	Iteration 11Q: 3 clusters Score -576034.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -576090.500000 Penalty: 4354.431641
	Iteration 12Q: 3 clusters Score -576090.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -576135.625000 Penalty: 4354.431641
	Iteration 13Q: 3 clusters Score -576135.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -576171.000000 Penalty: 4354.431641
	Iteration 14Q: 3 clusters Score -576171 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -576191.312500 Penalty: 4354.431641
	Iteration 15Q: 3 clusters Score -576191.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -576205.437500 Penalty: 4354.431641
	Iteration 16Q: 3 clusters Score -576205.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -576222.500000 Penalty: 4354.431641
	Iteration 17Q: 3 clusters Score -576222.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -576238.187500 Penalty: 4354.431641
	Iteration 18Q: 3 clusters Score -576238.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -576261.437500 Penalty: 4354.431641
	Iteration 19Q: 3 clusters Score -576261.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -576291.437500 Penalty: 4354.431641
	Iteration 20F: 3 clusters Score -576291.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -576325.562500 Penalty: 4354.431641
	Iteration 21Q: 3 clusters Score -576325.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -576349.562500 Penalty: 4354.431641
	Iteration 22Q: 3 clusters Score -576349.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -576375.937500 Penalty: 4354.431641
	Iteration 23Q: 3 clusters Score -576375.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -576398.687500 Penalty: 4354.431641
	Iteration 24Q: 3 clusters Score -576398.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -576417.187500 Penalty: 4354.431641
	Iteration 25Q: 3 clusters Score -576417.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -576432.625000 Penalty: 4354.431641
	Iteration 26Q: 3 clusters Score -576432.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -576443.250000 Penalty: 4354.431641
	Iteration 27Q: 3 clusters Score -576443.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -576451.250000 Penalty: 4354.431641
	Iteration 28Q: 3 clusters Score -576451.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -576456.000000 Penalty: 4354.431641
	Iteration 29Q: 3 clusters Score -576456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -576460.937500 Penalty: 4354.431641
	Iteration 30Q: 3 clusters Score -576460.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -576466.687500 Penalty: 4354.431641
	Iteration 31Q: 3 clusters Score -576466.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -576472.125000 Penalty: 4354.431641
	Iteration 32Q: 3 clusters Score -576472.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -576477.562500 Penalty: 4354.431641
	Iteration 33Q: 3 clusters Score -576477.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -576482.375000 Penalty: 4354.431641
	Iteration 34Q: 3 clusters Score -576482.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -576484.750000 Penalty: 4354.431641
	Iteration 35Q: 3 clusters Score -576484.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -576485.250000 Penalty: 4354.431641
	Iteration 36Q: 3 clusters Score -576485.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -576487.125000 Penalty: 4354.431641
	Iteration 37Q: 3 clusters Score -576487.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -576492.062500 Penalty: 4354.431641
	Iteration 38Q: 3 clusters Score -576492.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -576494.125000 Penalty: 4354.431641
	Iteration 39Q: 3 clusters Score -576494.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -576498.562500 Penalty: 4354.431641
	Iteration 40F: 3 clusters Score -576498.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -576500.687500 Penalty: 4354.431641
	Iteration 41Q: 3 clusters Score -576500.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -576501.312500 Penalty: 4354.431641
	Iteration 42Q: 3 clusters Score -576501.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -576502.062500 Penalty: 4354.431641
	Iteration 43Q: 3 clusters Score -576502.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -576501.625000 Penalty: 4354.431641
	Iteration 44Q: 3 clusters Score -576501.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -576502.687500 Penalty: 4354.431641
	Iteration 45Q: 3 clusters Score -576502.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -576503.625000 Penalty: 4354.431641
	Iteration 46Q: 3 clusters Score -576503.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -576502.812500 Penalty: 4354.431641
	Iteration 47Q: 3 clusters Score -576502.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -576503.687500 Penalty: 4354.431641
	Iteration 48Q: 3 clusters Score -576503.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -576506.937500 Penalty: 4354.431641
	Iteration 49Q: 3 clusters Score -576506.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -576506.812500 Penalty: 4354.431641
	Iteration 50Q: 3 clusters Score -576506.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -576508.312500 Penalty: 4354.431641
	Iteration 51Q: 3 clusters Score -576508.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -576509.750000 Penalty: 4354.431641
	Iteration 52Q: 3 clusters Score -576509.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -576511.187500 Penalty: 4354.431641
	Iteration 53Q: 3 clusters Score -576511.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -576511.812500 Penalty: 4354.431641
	Iteration 54Q: 3 clusters Score -576511.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -576511.750000 Penalty: 4354.431641
	Iteration 55Q: 3 clusters Score -576511.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -576513.062500 Penalty: 4354.431641
	Iteration 56Q: 3 clusters Score -576513.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -576514.125000 Penalty: 4354.431641
	Iteration 57Q: 3 clusters Score -576514.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -576513.937500 Penalty: 4354.431641
	Iteration 58Q: 3 clusters Score -576513.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -576514.625000 Penalty: 4354.431641
	Iteration 59Q: 3 clusters Score -576514.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -576516.812500 Penalty: 4354.431641
	Iteration 60F: 3 clusters Score -576516.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -576515.875000 Penalty: 4354.431641
	Iteration 61Q: 3 clusters Score -576515.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -576519.125000 Penalty: 4354.431641
	Iteration 62Q: 3 clusters Score -576519.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -576520.000000 Penalty: 4354.431641
	Iteration 63Q: 3 clusters Score -576520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -576523.187500 Penalty: 4354.431641
	Iteration 64Q: 3 clusters Score -576523.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -576525.687500 Penalty: 4354.431641
	Iteration 65Q: 3 clusters Score -576525.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -576527.500000 Penalty: 4354.431641
	Iteration 66Q: 3 clusters Score -576527.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -576527.750000 Penalty: 4354.431641
	Iteration 67Q: 3 clusters Score -576527.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -576530.500000 Penalty: 4354.431641
	Iteration 68Q: 3 clusters Score -576530.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -576531.437500 Penalty: 4354.431641
	Iteration 69Q: 3 clusters Score -576531.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -576531.125000 Penalty: 4354.431641
	Iteration 70Q: 3 clusters Score -576531.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -576533.312500 Penalty: 4354.431641
	Iteration 71Q: 3 clusters Score -576533.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -576533.312500 Penalty: 4354.431641
	Iteration 72F: 3 clusters Score -576533.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (89809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89809 members 
Entering Unmasked Estep 
Score: -9798051.000000 Penalty: 2828.549316
	Iteration 0F: 2 clusters Score -9798051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -9737891.000000 Penalty: 5657.098633
	Iteration 0F: 3 clusters Score -9737891 nChanged 42237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43727 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -9761789.000000 Penalty: 5657.098633
	Iteration 1F: 3 clusters Score -9761789 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 46861 members 
Entering Unmasked Estep 
Score: -9762363.000000 Penalty: 5657.098633
	Iteration 2Q: 3 clusters Score -9762363 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 47948 members 
Entering Unmasked Estep 
Score: -9762898.000000 Penalty: 5657.098633
	Iteration 3Q: 3 clusters Score -9762898 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -9763658.000000 Penalty: 5657.098633
	Iteration 4Q: 3 clusters Score -9763658 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 51966 members 
Entering Unmasked Estep 
Score: -9764641.000000 Penalty: 5657.098633
	Iteration 5Q: 3 clusters Score -9764641 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 55384 members 
Entering Unmasked Estep 
Score: -9766175.000000 Penalty: 5657.098633
	Iteration 6Q: 3 clusters Score -9766175 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 60181 members 
Entering Unmasked Estep 
Score: -9768899.000000 Penalty: 5657.098633
	Iteration 7F: 3 clusters Score -9768899 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 66722 members 
Entering Unmasked Estep 
Score: -9773716.000000 Penalty: 5657.098633
	Iteration 8F: 3 clusters Score -9773716 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 74355 members 
Entering Unmasked Estep 
Score: -9780530.000000 Penalty: 5657.098633
	Iteration 9F: 3 clusters Score -9780530 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 81488 members 
Entering Unmasked Estep 
Score: -9787551.000000 Penalty: 5657.098633
	Iteration 10F: 3 clusters Score -9787551 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 86316 members 
Entering Unmasked Estep 
Score: -9792417.000000 Penalty: 5657.098633
	Iteration 11F: 3 clusters Score -9792417 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 88467 members 
Entering Unmasked Estep 
Score: -9794482.000000 Penalty: 5657.098633
	Iteration 12Q: 3 clusters Score -9794482 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 89158 members 
Entering Unmasked Estep 
Score: -9795171.000000 Penalty: 5657.098633
	Iteration 13Q: 3 clusters Score -9795171 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 89357 members 
Entering Unmasked Estep 
Score: -9795378.000000 Penalty: 5657.098633
	Iteration 14Q: 3 clusters Score -9795378 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 89428 members 
Entering Unmasked Estep 
Score: -9795457.000000 Penalty: 5657.098633
	Iteration 15Q: 3 clusters Score -9795457 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 89454 members 
Entering Unmasked Estep 
Score: -9795489.000000 Penalty: 5657.098633
	Iteration 16Q: 3 clusters Score -9795489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 89473 members 
Entering Unmasked Estep 
Score: -9795514.000000 Penalty: 5657.098633
	Iteration 17Q: 3 clusters Score -9795514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 89483 members 
Entering Unmasked Estep 
Score: -9795543.000000 Penalty: 5657.098633
	Iteration 18Q: 3 clusters Score -9795543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 89489 members 
Entering Unmasked Estep 
Score: -9795541.000000 Penalty: 5657.098633
	Iteration 19Q: 3 clusters Score -9795541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 89490 members 
Entering Unmasked Estep 
Score: -9795546.000000 Penalty: 5657.098633
	Iteration 20F: 3 clusters Score -9795546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 89491 members 
Entering Unmasked Estep 
Score: -9795553.000000 Penalty: 5657.098633
	Iteration 21Q: 3 clusters Score -9795553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 89492 members 
Entering Unmasked Estep 
Score: -9795561.000000 Penalty: 5657.098633
	Iteration 22Q: 3 clusters Score -9795561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 89492 members 
Entering Unmasked Estep 
Score: -9795561.000000 Penalty: 5657.098633
	Iteration 23F: 3 clusters Score -9795561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Entering Unmasked Estep 
Score: -107591.421875 Penalty: 1706.844604
	Iteration 0F: 2 clusters Score -107591.4 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 485 members 
Entering Unmasked Estep 
Score: -105654.359375 Penalty: 3413.689209
	Iteration 0F: 3 clusters Score -105654.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -105926.523438 Penalty: 3413.689209
	Iteration 1F: 3 clusters Score -105926.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -106002.406250 Penalty: 3413.689209
	Iteration 2F: 3 clusters Score -106002.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -106030.179688 Penalty: 3413.689209
	Iteration 3Q: 3 clusters Score -106030.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -106044.296875 Penalty: 3413.689209
	Iteration 4Q: 3 clusters Score -106044.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -106052.406250 Penalty: 3413.689209
	Iteration 5Q: 3 clusters Score -106052.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -106059.476562 Penalty: 3413.689209
	Iteration 6Q: 3 clusters Score -106059.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -106064.906250 Penalty: 3413.689209
	Iteration 7Q: 3 clusters Score -106064.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -106066.164062 Penalty: 3413.689209
	Iteration 8Q: 3 clusters Score -106066.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -106066.164062 Penalty: 3413.689209
	Iteration 9F: 3 clusters Score -106066.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Entering Unmasked Estep 
Score: -1550583.125000 Penalty: 2368.916748
	Iteration 0F: 2 clusters Score -1550583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1540322.500000 Penalty: 4737.833496
	Iteration 0F: 3 clusters Score -1540322 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1543579.000000 Penalty: 4737.833496
	Iteration 1F: 3 clusters Score -1543579 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1543917.750000 Penalty: 4737.833496
	Iteration 2F: 3 clusters Score -1543918 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1544183.750000 Penalty: 4737.833496
	Iteration 3Q: 3 clusters Score -1544184 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1544398.500000 Penalty: 4737.833496
	Iteration 4Q: 3 clusters Score -1544398 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1544599.500000 Penalty: 4737.833496
	Iteration 5Q: 3 clusters Score -1544600 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1544778.250000 Penalty: 4737.833496
	Iteration 6Q: 3 clusters Score -1544778 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1544980.500000 Penalty: 4737.833496
	Iteration 7Q: 3 clusters Score -1544980 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1545186.250000 Penalty: 4737.833496
	Iteration 8Q: 3 clusters Score -1545186 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1545386.375000 Penalty: 4737.833496
	Iteration 9Q: 3 clusters Score -1545386 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1545606.750000 Penalty: 4737.833496
	Iteration 10Q: 3 clusters Score -1545607 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1545843.375000 Penalty: 4737.833496
	Iteration 11Q: 3 clusters Score -1545843 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1546056.375000 Penalty: 4737.833496
	Iteration 12Q: 3 clusters Score -1546056 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1546252.875000 Penalty: 4737.833496
	Iteration 13Q: 3 clusters Score -1546253 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1546403.625000 Penalty: 4737.833496
	Iteration 14Q: 3 clusters Score -1546404 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1546532.625000 Penalty: 4737.833496
	Iteration 15Q: 3 clusters Score -1546533 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1546636.625000 Penalty: 4737.833496
	Iteration 16Q: 3 clusters Score -1546637 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1546709.625000 Penalty: 4737.833496
	Iteration 17Q: 3 clusters Score -1546710 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1546760.500000 Penalty: 4737.833496
	Iteration 18Q: 3 clusters Score -1546760 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1546802.000000 Penalty: 4737.833496
	Iteration 19Q: 3 clusters Score -1546802 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1546837.125000 Penalty: 4737.833496
	Iteration 20F: 3 clusters Score -1546837 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1546858.375000 Penalty: 4737.833496
	Iteration 21Q: 3 clusters Score -1546858 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1546879.375000 Penalty: 4737.833496
	Iteration 22Q: 3 clusters Score -1546879 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1546898.875000 Penalty: 4737.833496
	Iteration 23Q: 3 clusters Score -1546899 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1546922.625000 Penalty: 4737.833496
	Iteration 24Q: 3 clusters Score -1546923 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1546926.750000 Penalty: 4737.833496
	Iteration 25Q: 3 clusters Score -1546927 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1546952.625000 Penalty: 4737.833496
	Iteration 26Q: 3 clusters Score -1546953 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1546965.375000 Penalty: 4737.833496
	Iteration 27Q: 3 clusters Score -1546965 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1546979.750000 Penalty: 4737.833496
	Iteration 28Q: 3 clusters Score -1546980 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1546994.250000 Penalty: 4737.833496
	Iteration 29Q: 3 clusters Score -1546994 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1547011.625000 Penalty: 4737.833496
	Iteration 30Q: 3 clusters Score -1547012 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1547023.375000 Penalty: 4737.833496
	Iteration 31Q: 3 clusters Score -1547023 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1547042.875000 Penalty: 4737.833496
	Iteration 32Q: 3 clusters Score -1547043 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1547061.750000 Penalty: 4737.833496
	Iteration 33Q: 3 clusters Score -1547062 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1547081.125000 Penalty: 4737.833496
	Iteration 34Q: 3 clusters Score -1547081 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1547097.375000 Penalty: 4737.833496
	Iteration 35Q: 3 clusters Score -1547097 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1547108.875000 Penalty: 4737.833496
	Iteration 36Q: 3 clusters Score -1547109 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1547125.500000 Penalty: 4737.833496
	Iteration 37Q: 3 clusters Score -1547126 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1547143.625000 Penalty: 4737.833496
	Iteration 38Q: 3 clusters Score -1547144 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1547154.625000 Penalty: 4737.833496
	Iteration 39Q: 3 clusters Score -1547155 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1547173.625000 Penalty: 4737.833496
	Iteration 40F: 3 clusters Score -1547174 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1547190.500000 Penalty: 4737.833496
	Iteration 41Q: 3 clusters Score -1547190 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1547213.625000 Penalty: 4737.833496
	Iteration 42Q: 3 clusters Score -1547214 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1547238.625000 Penalty: 4737.833496
	Iteration 43Q: 3 clusters Score -1547239 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1547262.750000 Penalty: 4737.833496
	Iteration 44Q: 3 clusters Score -1547263 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1547289.625000 Penalty: 4737.833496
	Iteration 45Q: 3 clusters Score -1547290 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1547322.500000 Penalty: 4737.833496
	Iteration 46Q: 3 clusters Score -1547322 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1547347.625000 Penalty: 4737.833496
	Iteration 47Q: 3 clusters Score -1547348 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1547375.750000 Penalty: 4737.833496
	Iteration 48Q: 3 clusters Score -1547376 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1547412.500000 Penalty: 4737.833496
	Iteration 49Q: 3 clusters Score -1547412 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1547452.625000 Penalty: 4737.833496
	Iteration 50Q: 3 clusters Score -1547453 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1547494.625000 Penalty: 4737.833496
	Iteration 51Q: 3 clusters Score -1547495 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1547546.125000 Penalty: 4737.833496
	Iteration 52Q: 3 clusters Score -1547546 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1547587.625000 Penalty: 4737.833496
	Iteration 53Q: 3 clusters Score -1547588 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1547638.875000 Penalty: 4737.833496
	Iteration 54Q: 3 clusters Score -1547639 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1547691.625000 Penalty: 4737.833496
	Iteration 55Q: 3 clusters Score -1547692 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1547751.750000 Penalty: 4737.833496
	Iteration 56Q: 3 clusters Score -1547752 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1547813.875000 Penalty: 4737.833496
	Iteration 57Q: 3 clusters Score -1547814 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1547862.375000 Penalty: 4737.833496
	Iteration 58Q: 3 clusters Score -1547862 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1547905.750000 Penalty: 4737.833496
	Iteration 59Q: 3 clusters Score -1547906 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1547958.875000 Penalty: 4737.833496
	Iteration 60F: 3 clusters Score -1547959 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1548016.750000 Penalty: 4737.833496
	Iteration 61Q: 3 clusters Score -1548017 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1548066.750000 Penalty: 4737.833496
	Iteration 62Q: 3 clusters Score -1548067 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1548113.625000 Penalty: 4737.833496
	Iteration 63Q: 3 clusters Score -1548114 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1548154.125000 Penalty: 4737.833496
	Iteration 64Q: 3 clusters Score -1548154 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1548188.375000 Penalty: 4737.833496
	Iteration 65Q: 3 clusters Score -1548188 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1548225.625000 Penalty: 4737.833496
	Iteration 66Q: 3 clusters Score -1548226 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1548258.250000 Penalty: 4737.833496
	Iteration 67Q: 3 clusters Score -1548258 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1548277.125000 Penalty: 4737.833496
	Iteration 68Q: 3 clusters Score -1548277 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1548300.375000 Penalty: 4737.833496
	Iteration 69Q: 3 clusters Score -1548300 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1548317.500000 Penalty: 4737.833496
	Iteration 70Q: 3 clusters Score -1548318 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1548337.750000 Penalty: 4737.833496
	Iteration 71Q: 3 clusters Score -1548338 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1548352.750000 Penalty: 4737.833496
	Iteration 72Q: 3 clusters Score -1548353 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1548372.000000 Penalty: 4737.833496
	Iteration 73Q: 3 clusters Score -1548372 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1548389.625000 Penalty: 4737.833496
	Iteration 74Q: 3 clusters Score -1548390 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1548406.125000 Penalty: 4737.833496
	Iteration 75Q: 3 clusters Score -1548406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1548419.125000 Penalty: 4737.833496
	Iteration 76Q: 3 clusters Score -1548419 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1548430.875000 Penalty: 4737.833496
	Iteration 77Q: 3 clusters Score -1548431 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1548437.625000 Penalty: 4737.833496
	Iteration 78Q: 3 clusters Score -1548438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1548447.875000 Penalty: 4737.833496
	Iteration 79Q: 3 clusters Score -1548448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1548457.375000 Penalty: 4737.833496
	Iteration 80F: 3 clusters Score -1548457 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1548470.375000 Penalty: 4737.833496
	Iteration 81Q: 3 clusters Score -1548470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1548478.000000 Penalty: 4737.833496
	Iteration 82Q: 3 clusters Score -1548478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1548483.250000 Penalty: 4737.833496
	Iteration 83Q: 3 clusters Score -1548483 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1548490.875000 Penalty: 4737.833496
	Iteration 84Q: 3 clusters Score -1548491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1548499.250000 Penalty: 4737.833496
	Iteration 85Q: 3 clusters Score -1548499 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1548508.875000 Penalty: 4737.833496
	Iteration 86Q: 3 clusters Score -1548509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1548514.000000 Penalty: 4737.833496
	Iteration 87Q: 3 clusters Score -1548514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1548518.750000 Penalty: 4737.833496
	Iteration 88Q: 3 clusters Score -1548519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1548527.500000 Penalty: 4737.833496
	Iteration 89Q: 3 clusters Score -1548528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1548526.625000 Penalty: 4737.833496
	Iteration 90Q: 3 clusters Score -1548527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1548531.250000 Penalty: 4737.833496
	Iteration 91Q: 3 clusters Score -1548531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1548535.750000 Penalty: 4737.833496
	Iteration 92Q: 3 clusters Score -1548536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1548536.750000 Penalty: 4737.833496
	Iteration 93Q: 3 clusters Score -1548537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1548541.500000 Penalty: 4737.833496
	Iteration 94Q: 3 clusters Score -1548542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1548546.000000 Penalty: 4737.833496
	Iteration 95Q: 3 clusters Score -1548546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1548551.625000 Penalty: 4737.833496
	Iteration 96Q: 3 clusters Score -1548552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1548551.000000 Penalty: 4737.833496
	Iteration 97Q: 3 clusters Score -1548551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1548559.500000 Penalty: 4737.833496
	Iteration 98Q: 3 clusters Score -1548560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1548559.125000 Penalty: 4737.833496
	Iteration 99Q: 3 clusters Score -1548559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1548561.000000 Penalty: 4737.833496
	Iteration 100F: 3 clusters Score -1548561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1548562.250000 Penalty: 4737.833496
	Iteration 101Q: 3 clusters Score -1548562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1548565.625000 Penalty: 4737.833496
	Iteration 102Q: 3 clusters Score -1548566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1548565.500000 Penalty: 4737.833496
	Iteration 103Q: 3 clusters Score -1548566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1548567.500000 Penalty: 4737.833496
	Iteration 104Q: 3 clusters Score -1548568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1548568.625000 Penalty: 4737.833496
	Iteration 105Q: 3 clusters Score -1548569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1548571.125000 Penalty: 4737.833496
	Iteration 106Q: 3 clusters Score -1548571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1548571.000000 Penalty: 4737.833496
	Iteration 107Q: 3 clusters Score -1548571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1548571.000000 Penalty: 4737.833496
	Iteration 108F: 3 clusters Score -1548571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Entering Unmasked Estep 
Score: -918950.562500 Penalty: 2244.151123
	Iteration 0F: 2 clusters Score -918950.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -912218.062500 Penalty: 4488.302246
	Iteration 0F: 3 clusters Score -912218.1 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -914093.187500 Penalty: 4488.302246
	Iteration 1F: 3 clusters Score -914093.2 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -914501.625000 Penalty: 4488.302246
	Iteration 2F: 3 clusters Score -914501.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -914934.312500 Penalty: 4488.302246
	Iteration 3F: 3 clusters Score -914934.3 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -915426.687500 Penalty: 4488.302246
	Iteration 4F: 3 clusters Score -915426.7 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -915942.187500 Penalty: 4488.302246
	Iteration 5F: 3 clusters Score -915942.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -916405.125000 Penalty: 4488.302246
	Iteration 6F: 3 clusters Score -916405.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -916760.500000 Penalty: 4488.302246
	Iteration 7F: 3 clusters Score -916760.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -917030.750000 Penalty: 4488.302246
	Iteration 8Q: 3 clusters Score -917030.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -917234.500000 Penalty: 4488.302246
	Iteration 9Q: 3 clusters Score -917234.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -917374.000000 Penalty: 4488.302246
	Iteration 10Q: 3 clusters Score -917374 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -917465.812500 Penalty: 4488.302246
	Iteration 11Q: 3 clusters Score -917465.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -917510.875000 Penalty: 4488.302246
	Iteration 12Q: 3 clusters Score -917510.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -917538.500000 Penalty: 4488.302246
	Iteration 13Q: 3 clusters Score -917538.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -917557.375000 Penalty: 4488.302246
	Iteration 14Q: 3 clusters Score -917557.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -917570.062500 Penalty: 4488.302246
	Iteration 15Q: 3 clusters Score -917570.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -917581.250000 Penalty: 4488.302246
	Iteration 16Q: 3 clusters Score -917581.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -917588.312500 Penalty: 4488.302246
	Iteration 17Q: 3 clusters Score -917588.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -917594.812500 Penalty: 4488.302246
	Iteration 18Q: 3 clusters Score -917594.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -917605.250000 Penalty: 4488.302246
	Iteration 19Q: 3 clusters Score -917605.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -917612.687500 Penalty: 4488.302246
	Iteration 20F: 3 clusters Score -917612.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -917616.687500 Penalty: 4488.302246
	Iteration 21Q: 3 clusters Score -917616.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -917618.250000 Penalty: 4488.302246
	Iteration 22Q: 3 clusters Score -917618.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -917616.750000 Penalty: 4488.302246
	Iteration 23Q: 3 clusters Score -917616.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -917617.937500 Penalty: 4488.302246
	Iteration 24Q: 3 clusters Score -917617.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -917622.312500 Penalty: 4488.302246
	Iteration 25Q: 3 clusters Score -917622.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -917621.562500 Penalty: 4488.302246
	Iteration 26Q: 3 clusters Score -917621.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -917624.250000 Penalty: 4488.302246
	Iteration 27Q: 3 clusters Score -917624.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -917622.937500 Penalty: 4488.302246
	Iteration 28Q: 3 clusters Score -917622.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -917624.250000 Penalty: 4488.302246
	Iteration 29Q: 3 clusters Score -917624.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -917624.125000 Penalty: 4488.302246
	Iteration 30Q: 3 clusters Score -917624.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -917625.750000 Penalty: 4488.302246
	Iteration 31Q: 3 clusters Score -917625.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -917625.750000 Penalty: 4488.302246
	Iteration 32F: 3 clusters Score -917625.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (22615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Entering Unmasked Estep 
Score: -2156624.000000 Penalty: 2486.539551
	Iteration 0F: 2 clusters Score -2156624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2140923.500000 Penalty: 4973.079102
	Iteration 0F: 3 clusters Score -2140924 nChanged 10079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -2147240.250000 Penalty: 4973.079102
	Iteration 1F: 3 clusters Score -2147240 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -2148954.750000 Penalty: 4973.079102
	Iteration 2F: 3 clusters Score -2148955 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2150798.250000 Penalty: 4973.079102
	Iteration 3F: 3 clusters Score -2150798 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2152443.000000 Penalty: 4973.079102
	Iteration 4F: 3 clusters Score -2152443 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -2153748.250000 Penalty: 4973.079102
	Iteration 5F: 3 clusters Score -2153748 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2154610.500000 Penalty: 4973.079102
	Iteration 6F: 3 clusters Score -2154610 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -2155135.500000 Penalty: 4973.079102
	Iteration 7Q: 3 clusters Score -2155136 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -2155449.000000 Penalty: 4973.079102
	Iteration 8Q: 3 clusters Score -2155449 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2155684.750000 Penalty: 4973.079102
	Iteration 9Q: 3 clusters Score -2155685 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -2155845.500000 Penalty: 4973.079102
	Iteration 10Q: 3 clusters Score -2155846 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -2155966.750000 Penalty: 4973.079102
	Iteration 11Q: 3 clusters Score -2155967 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -2156091.250000 Penalty: 4973.079102
	Iteration 12Q: 3 clusters Score -2156091 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2156186.750000 Penalty: 4973.079102
	Iteration 13Q: 3 clusters Score -2156187 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2156261.000000 Penalty: 4973.079102
	Iteration 14Q: 3 clusters Score -2156261 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2156317.250000 Penalty: 4973.079102
	Iteration 15Q: 3 clusters Score -2156317 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2156372.000000 Penalty: 4973.079102
	Iteration 16Q: 3 clusters Score -2156372 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -2156399.250000 Penalty: 4973.079102
	Iteration 17Q: 3 clusters Score -2156399 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -2156426.750000 Penalty: 4973.079102
	Iteration 18Q: 3 clusters Score -2156427 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2156443.250000 Penalty: 4973.079102
	Iteration 19Q: 3 clusters Score -2156443 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -2156476.000000 Penalty: 4973.079102
	Iteration 20F: 3 clusters Score -2156476 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -2156508.250000 Penalty: 4973.079102
	Iteration 21Q: 3 clusters Score -2156508 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2156540.750000 Penalty: 4973.079102
	Iteration 22Q: 3 clusters Score -2156541 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -2156564.250000 Penalty: 4973.079102
	Iteration 23Q: 3 clusters Score -2156564 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2156574.750000 Penalty: 4973.079102
	Iteration 24Q: 3 clusters Score -2156575 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -2156582.250000 Penalty: 4973.079102
	Iteration 25Q: 3 clusters Score -2156582 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2156588.250000 Penalty: 4973.079102
	Iteration 26Q: 3 clusters Score -2156588 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -2156600.000000 Penalty: 4973.079102
	Iteration 27Q: 3 clusters Score -2156600 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -2156603.750000 Penalty: 4973.079102
	Iteration 28Q: 3 clusters Score -2156604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -2156611.000000 Penalty: 4973.079102
	Iteration 29Q: 3 clusters Score -2156611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -2156610.500000 Penalty: 4973.079102
	Iteration 30Q: 3 clusters Score -2156610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2156612.500000 Penalty: 4973.079102
	Iteration 31Q: 3 clusters Score -2156612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -2156615.000000 Penalty: 4973.079102
	Iteration 32Q: 3 clusters Score -2156615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -2156614.000000 Penalty: 4973.079102
	Iteration 33Q: 3 clusters Score -2156614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -2156624.000000 Penalty: 4973.079102
	Iteration 34Q: 3 clusters Score -2156624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -2156618.500000 Penalty: 4973.079102
	Iteration 35Q: 3 clusters Score -2156618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -2156625.000000 Penalty: 4973.079102
	Iteration 36Q: 3 clusters Score -2156625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -2156629.000000 Penalty: 4973.079102
	Iteration 37Q: 3 clusters Score -2156629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2156629.500000 Penalty: 4973.079102
	Iteration 38Q: 3 clusters Score -2156630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -2156630.500000 Penalty: 4973.079102
	Iteration 39Q: 3 clusters Score -2156630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -2156630.000000 Penalty: 4973.079102
	Iteration 40F: 3 clusters Score -2156630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -2156631.000000 Penalty: 4973.079102
	Iteration 41Q: 3 clusters Score -2156631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -2156633.500000 Penalty: 4973.079102
	Iteration 42Q: 3 clusters Score -2156634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -2156635.500000 Penalty: 4973.079102
	Iteration 43Q: 3 clusters Score -2156636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -2156639.250000 Penalty: 4973.079102
	Iteration 44Q: 3 clusters Score -2156639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -2156640.500000 Penalty: 4973.079102
	Iteration 45Q: 3 clusters Score -2156640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2156642.500000 Penalty: 4973.079102
	Iteration 46Q: 3 clusters Score -2156642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -2156643.750000 Penalty: 4973.079102
	Iteration 47Q: 3 clusters Score -2156644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -2156644.000000 Penalty: 4973.079102
	Iteration 48Q: 3 clusters Score -2156644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2156648.000000 Penalty: 4973.079102
	Iteration 49Q: 3 clusters Score -2156648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -2156649.000000 Penalty: 4973.079102
	Iteration 50Q: 3 clusters Score -2156649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -2156651.500000 Penalty: 4973.079102
	Iteration 51Q: 3 clusters Score -2156652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -2156654.500000 Penalty: 4973.079102
	Iteration 52Q: 3 clusters Score -2156654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -2156650.000000 Penalty: 4973.079102
	Iteration 53Q: 3 clusters Score -2156650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -2156652.250000 Penalty: 4973.079102
	Iteration 54Q: 3 clusters Score -2156652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -2156651.250000 Penalty: 4973.079102
	Iteration 55Q: 3 clusters Score -2156651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -2156653.250000 Penalty: 4973.079102
	Iteration 56Q: 3 clusters Score -2156653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -2156654.250000 Penalty: 4973.079102
	Iteration 57Q: 3 clusters Score -2156654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -2156658.000000 Penalty: 4973.079102
	Iteration 58Q: 3 clusters Score -2156658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -2156653.750000 Penalty: 4973.079102
	Iteration 59Q: 3 clusters Score -2156654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -2156659.000000 Penalty: 4973.079102
	Iteration 60F: 3 clusters Score -2156659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -2156656.000000 Penalty: 4973.079102
	Iteration 61Q: 3 clusters Score -2156656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -2156658.000000 Penalty: 4973.079102
	Iteration 62Q: 3 clusters Score -2156658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -2156663.250000 Penalty: 4973.079102
	Iteration 63Q: 3 clusters Score -2156663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -2156663.250000 Penalty: 4973.079102
	Iteration 64Q: 3 clusters Score -2156663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -2156664.500000 Penalty: 4973.079102
	Iteration 65Q: 3 clusters Score -2156664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -2156662.250000 Penalty: 4973.079102
	Iteration 66Q: 3 clusters Score -2156662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -2156660.500000 Penalty: 4973.079102
	Iteration 67Q: 3 clusters Score -2156660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2156662.000000 Penalty: 4973.079102
	Iteration 68Q: 3 clusters Score -2156662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -2156662.750000 Penalty: 4973.079102
	Iteration 69Q: 3 clusters Score -2156663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -2156665.000000 Penalty: 4973.079102
	Iteration 70Q: 3 clusters Score -2156665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -2156662.750000 Penalty: 4973.079102
	Iteration 71Q: 3 clusters Score -2156663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2156665.500000 Penalty: 4973.079102
	Iteration 72Q: 3 clusters Score -2156666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -2156665.500000 Penalty: 4973.079102
	Iteration 73Q: 3 clusters Score -2156666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2156666.000000 Penalty: 4973.079102
	Iteration 74Q: 3 clusters Score -2156666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -2156666.750000 Penalty: 4973.079102
	Iteration 75Q: 3 clusters Score -2156667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -2156666.750000 Penalty: 4973.079102
	Iteration 76Q: 3 clusters Score -2156667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -2156670.000000 Penalty: 4973.079102
	Iteration 77Q: 3 clusters Score -2156670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -2156671.000000 Penalty: 4973.079102
	Iteration 78Q: 3 clusters Score -2156671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -2156670.000000 Penalty: 4973.079102
	Iteration 79Q: 3 clusters Score -2156670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -2156670.000000 Penalty: 4973.079102
	Iteration 80F: 3 clusters Score -2156670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -2156669.750000 Penalty: 4973.079102
	Iteration 81Q: 3 clusters Score -2156670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -2156672.500000 Penalty: 4973.079102
	Iteration 82Q: 3 clusters Score -2156672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -2156670.750000 Penalty: 4973.079102
	Iteration 83Q: 3 clusters Score -2156671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -2156674.750000 Penalty: 4973.079102
	Iteration 84Q: 3 clusters Score -2156675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -2156677.250000 Penalty: 4973.079102
	Iteration 85Q: 3 clusters Score -2156677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2156681.500000 Penalty: 4973.079102
	Iteration 86Q: 3 clusters Score -2156682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -2156681.000000 Penalty: 4973.079102
	Iteration 87Q: 3 clusters Score -2156681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -2156686.250000 Penalty: 4973.079102
	Iteration 88Q: 3 clusters Score -2156686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -2156685.500000 Penalty: 4973.079102
	Iteration 89Q: 3 clusters Score -2156686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -2156685.750000 Penalty: 4973.079102
	Iteration 90Q: 3 clusters Score -2156686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -2156687.500000 Penalty: 4973.079102
	Iteration 91Q: 3 clusters Score -2156688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -2156687.750000 Penalty: 4973.079102
	Iteration 92Q: 3 clusters Score -2156688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -2156688.000000 Penalty: 4973.079102
	Iteration 93Q: 3 clusters Score -2156688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -2156698.500000 Penalty: 4973.079102
	Iteration 94Q: 3 clusters Score -2156698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -2156703.750000 Penalty: 4973.079102
	Iteration 95Q: 3 clusters Score -2156704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -2156703.000000 Penalty: 4973.079102
	Iteration 96Q: 3 clusters Score -2156703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -2156706.000000 Penalty: 4973.079102
	Iteration 97Q: 3 clusters Score -2156706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -2156710.500000 Penalty: 4973.079102
	Iteration 98Q: 3 clusters Score -2156710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -2156710.500000 Penalty: 4973.079102
	Iteration 99Q: 3 clusters Score -2156710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -2156717.750000 Penalty: 4973.079102
	Iteration 100F: 3 clusters Score -2156718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -2156718.750000 Penalty: 4973.079102
	Iteration 101Q: 3 clusters Score -2156719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -2156720.000000 Penalty: 4973.079102
	Iteration 102Q: 3 clusters Score -2156720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -2156719.250000 Penalty: 4973.079102
	Iteration 103Q: 3 clusters Score -2156719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2156721.250000 Penalty: 4973.079102
	Iteration 104Q: 3 clusters Score -2156721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -2156719.750000 Penalty: 4973.079102
	Iteration 105Q: 3 clusters Score -2156720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -2156720.250000 Penalty: 4973.079102
	Iteration 106Q: 3 clusters Score -2156720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -2156723.750000 Penalty: 4973.079102
	Iteration 107Q: 3 clusters Score -2156724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -2156724.250000 Penalty: 4973.079102
	Iteration 108Q: 3 clusters Score -2156724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -2156725.500000 Penalty: 4973.079102
	Iteration 109Q: 3 clusters Score -2156726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -2156721.500000 Penalty: 4973.079102
	Iteration 110Q: 3 clusters Score -2156722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -2156723.750000 Penalty: 4973.079102
	Iteration 111Q: 3 clusters Score -2156724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2156723.750000 Penalty: 4973.079102
	Iteration 112Q: 3 clusters Score -2156724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2156724.500000 Penalty: 4973.079102
	Iteration 113Q: 3 clusters Score -2156724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -2156732.500000 Penalty: 4973.079102
	Iteration 114Q: 3 clusters Score -2156732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2156730.000000 Penalty: 4973.079102
	Iteration 115Q: 3 clusters Score -2156730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -2156734.000000 Penalty: 4973.079102
	Iteration 116Q: 3 clusters Score -2156734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -2156737.750000 Penalty: 4973.079102
	Iteration 117Q: 3 clusters Score -2156738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -2156750.500000 Penalty: 4973.079102
	Iteration 118Q: 3 clusters Score -2156750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -2156754.500000 Penalty: 4973.079102
	Iteration 119Q: 3 clusters Score -2156754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -2156758.500000 Penalty: 4973.079102
	Iteration 120F: 3 clusters Score -2156758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -2156765.750000 Penalty: 4973.079102
	Iteration 121Q: 3 clusters Score -2156766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -2156764.250000 Penalty: 4973.079102
	Iteration 122Q: 3 clusters Score -2156764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -2156765.500000 Penalty: 4973.079102
	Iteration 123Q: 3 clusters Score -2156766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -2156764.250000 Penalty: 4973.079102
	Iteration 124Q: 3 clusters Score -2156764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -2156765.000000 Penalty: 4973.079102
	Iteration 125Q: 3 clusters Score -2156765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -2156765.000000 Penalty: 4973.079102
	Iteration 126Q: 3 clusters Score -2156765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -2156769.000000 Penalty: 4973.079102
	Iteration 127Q: 3 clusters Score -2156769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -2156771.000000 Penalty: 4973.079102
	Iteration 128Q: 3 clusters Score -2156771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -2156772.500000 Penalty: 4973.079102
	Iteration 129Q: 3 clusters Score -2156772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -2156773.750000 Penalty: 4973.079102
	Iteration 130Q: 3 clusters Score -2156774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -2156773.500000 Penalty: 4973.079102
	Iteration 131Q: 3 clusters Score -2156774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -2156771.750000 Penalty: 4973.079102
	Iteration 132Q: 3 clusters Score -2156772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -2156773.750000 Penalty: 4973.079102
	Iteration 133Q: 3 clusters Score -2156774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -2156773.750000 Penalty: 4973.079102
	Iteration 134F: 3 clusters Score -2156774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 4085 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9923 members 
Mstep: Class 6 contains 17432 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 8780 members 
Mstep: Class 9 contains 9040 members 
Mstep: Class 10 contains 29970 members 
Mstep: Class 11 contains 2515 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9399 members 
Mstep: Class 14 contains 14820 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 4574 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 12308 members 
Mstep: Class 20 contains 5174 members 
Mstep: Class 21 contains 26165 members 
Mstep: Class 22 contains 25619 members 
Mstep: Class 23 contains 26242 members 
Mstep: Class 24 contains 37319 members 
Mstep: Class 25 contains 5493 members 
Mstep: Class 26 contains 40132 members 
Mstep: Class 27 contains 4729 members 
Mstep: Class 28 contains 3399 members 
Mstep: Class 29 contains 6497 members 
Mstep: Class 30 contains 89809 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14074 members 
Mstep: Class 33 contains 8510 members 
Mstep: Class 34 contains 2400 members 
Mstep: Class 35 contains 4757 members 
Mstep: Class 36 contains 1355 members 
Mstep: Class 37 contains 14012 members 
Mstep: Class 38 contains 9097 members 
Mstep: Class 39 contains 10426 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 709 members 
Mstep: Class 42 contains 15083 members 
Mstep: Class 43 contains 4678 members 
Mstep: Class 44 contains 13077 members 
Mstep: Class 45 contains 22161 members 
Mstep: Class 46 contains 32823 members 
Mstep: Class 47 contains 2953 members 
Mstep: Class 48 contains 729 members 
Mstep: Class 49 contains 9750 members 
Mstep: Class 50 contains 16097 members 
Mstep: Class 51 contains 20215 members 
Entering Unmasked Estep 
Score: -64752132.000000 Penalty: 169255.156250
Splitting cluster 34 changes total score from -64745520.000000 to -64752132.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 35 (4757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Entering Unmasked Estep 
Score: -520658.093750 Penalty: 2099.908447
	Iteration 0F: 2 clusters Score -520658.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -516312.312500 Penalty: 4199.816895
	Iteration 0F: 3 clusters Score -516312.3 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -517284.562500 Penalty: 4199.816895
	Iteration 1F: 3 clusters Score -517284.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -517452.562500 Penalty: 4199.816895
	Iteration 2F: 3 clusters Score -517452.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -517574.406250 Penalty: 4199.816895
	Iteration 3Q: 3 clusters Score -517574.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -517680.562500 Penalty: 4199.816895
	Iteration 4Q: 3 clusters Score -517680.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -517753.031250 Penalty: 4199.816895
	Iteration 5Q: 3 clusters Score -517753 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -517814.718750 Penalty: 4199.816895
	Iteration 6Q: 3 clusters Score -517814.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -517865.000000 Penalty: 4199.816895
	Iteration 7Q: 3 clusters Score -517865 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -517903.906250 Penalty: 4199.816895
	Iteration 8Q: 3 clusters Score -517903.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -517942.250000 Penalty: 4199.816895
	Iteration 9Q: 3 clusters Score -517942.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -517966.406250 Penalty: 4199.816895
	Iteration 10Q: 3 clusters Score -517966.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -517989.812500 Penalty: 4199.816895
	Iteration 11Q: 3 clusters Score -517989.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -518013.406250 Penalty: 4199.816895
	Iteration 12Q: 3 clusters Score -518013.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -518039.562500 Penalty: 4199.816895
	Iteration 13Q: 3 clusters Score -518039.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -518064.593750 Penalty: 4199.816895
	Iteration 14Q: 3 clusters Score -518064.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -518081.781250 Penalty: 4199.816895
	Iteration 15Q: 3 clusters Score -518081.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -518098.906250 Penalty: 4199.816895
	Iteration 16Q: 3 clusters Score -518098.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -518116.687500 Penalty: 4199.816895
	Iteration 17Q: 3 clusters Score -518116.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -518131.218750 Penalty: 4199.816895
	Iteration 18Q: 3 clusters Score -518131.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -518143.093750 Penalty: 4199.816895
	Iteration 19Q: 3 clusters Score -518143.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -518151.718750 Penalty: 4199.816895
	Iteration 20F: 3 clusters Score -518151.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -518163.781250 Penalty: 4199.816895
	Iteration 21Q: 3 clusters Score -518163.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -518178.468750 Penalty: 4199.816895
	Iteration 22Q: 3 clusters Score -518178.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -518202.781250 Penalty: 4199.816895
	Iteration 23Q: 3 clusters Score -518202.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -518230.687500 Penalty: 4199.816895
	Iteration 24Q: 3 clusters Score -518230.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -518257.468750 Penalty: 4199.816895
	Iteration 25Q: 3 clusters Score -518257.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -518286.468750 Penalty: 4199.816895
	Iteration 26Q: 3 clusters Score -518286.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -518315.437500 Penalty: 4199.816895
	Iteration 27Q: 3 clusters Score -518315.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -518338.437500 Penalty: 4199.816895
	Iteration 28Q: 3 clusters Score -518338.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -518356.937500 Penalty: 4199.816895
	Iteration 29Q: 3 clusters Score -518356.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -518380.500000 Penalty: 4199.816895
	Iteration 30Q: 3 clusters Score -518380.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -518397.812500 Penalty: 4199.816895
	Iteration 31Q: 3 clusters Score -518397.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -518421.562500 Penalty: 4199.816895
	Iteration 32Q: 3 clusters Score -518421.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -518439.281250 Penalty: 4199.816895
	Iteration 33Q: 3 clusters Score -518439.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -518458.718750 Penalty: 4199.816895
	Iteration 34Q: 3 clusters Score -518458.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -518474.218750 Penalty: 4199.816895
	Iteration 35Q: 3 clusters Score -518474.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -518486.687500 Penalty: 4199.816895
	Iteration 36Q: 3 clusters Score -518486.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -518509.718750 Penalty: 4199.816895
	Iteration 37Q: 3 clusters Score -518509.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -518531.406250 Penalty: 4199.816895
	Iteration 38Q: 3 clusters Score -518531.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -518545.656250 Penalty: 4199.816895
	Iteration 39Q: 3 clusters Score -518545.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -518565.375000 Penalty: 4199.816895
	Iteration 40F: 3 clusters Score -518565.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -518579.406250 Penalty: 4199.816895
	Iteration 41Q: 3 clusters Score -518579.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -518589.281250 Penalty: 4199.816895
	Iteration 42Q: 3 clusters Score -518589.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -518601.906250 Penalty: 4199.816895
	Iteration 43Q: 3 clusters Score -518601.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -518617.156250 Penalty: 4199.816895
	Iteration 44Q: 3 clusters Score -518617.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -518632.531250 Penalty: 4199.816895
	Iteration 45Q: 3 clusters Score -518632.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -518649.312500 Penalty: 4199.816895
	Iteration 46Q: 3 clusters Score -518649.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -518664.031250 Penalty: 4199.816895
	Iteration 47Q: 3 clusters Score -518664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -518678.375000 Penalty: 4199.816895
	Iteration 48Q: 3 clusters Score -518678.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -518702.343750 Penalty: 4199.816895
	Iteration 49Q: 3 clusters Score -518702.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -518730.906250 Penalty: 4199.816895
	Iteration 50Q: 3 clusters Score -518730.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -518762.656250 Penalty: 4199.816895
	Iteration 51Q: 3 clusters Score -518762.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -518791.875000 Penalty: 4199.816895
	Iteration 52Q: 3 clusters Score -518791.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -518820.062500 Penalty: 4199.816895
	Iteration 53Q: 3 clusters Score -518820.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -518849.937500 Penalty: 4199.816895
	Iteration 54Q: 3 clusters Score -518849.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -518887.281250 Penalty: 4199.816895
	Iteration 55Q: 3 clusters Score -518887.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -518928.062500 Penalty: 4199.816895
	Iteration 56Q: 3 clusters Score -518928.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -518965.843750 Penalty: 4199.816895
	Iteration 57Q: 3 clusters Score -518965.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -519001.875000 Penalty: 4199.816895
	Iteration 58Q: 3 clusters Score -519001.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -519031.031250 Penalty: 4199.816895
	Iteration 59Q: 3 clusters Score -519031 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -519046.312500 Penalty: 4199.816895
	Iteration 60F: 3 clusters Score -519046.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -519053.750000 Penalty: 4199.816895
	Iteration 61Q: 3 clusters Score -519053.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -519060.375000 Penalty: 4199.816895
	Iteration 62Q: 3 clusters Score -519060.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -519069.093750 Penalty: 4199.816895
	Iteration 63Q: 3 clusters Score -519069.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -519077.781250 Penalty: 4199.816895
	Iteration 64Q: 3 clusters Score -519077.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -519086.062500 Penalty: 4199.816895
	Iteration 65Q: 3 clusters Score -519086.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -519091.000000 Penalty: 4199.816895
	Iteration 66Q: 3 clusters Score -519091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -519093.187500 Penalty: 4199.816895
	Iteration 67Q: 3 clusters Score -519093.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -519095.281250 Penalty: 4199.816895
	Iteration 68Q: 3 clusters Score -519095.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -519098.281250 Penalty: 4199.816895
	Iteration 69Q: 3 clusters Score -519098.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -519101.406250 Penalty: 4199.816895
	Iteration 70Q: 3 clusters Score -519101.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -519105.312500 Penalty: 4199.816895
	Iteration 71Q: 3 clusters Score -519105.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -519105.687500 Penalty: 4199.816895
	Iteration 72Q: 3 clusters Score -519105.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -519105.687500 Penalty: 4199.816895
	Iteration 73F: 3 clusters Score -519105.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Entering Unmasked Estep 
Score: -124887.367188 Penalty: 1788.466064
	Iteration 0F: 2 clusters Score -124887.4 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 694 members 
Entering Unmasked Estep 
Score: -122764.523438 Penalty: 3576.932129
	Iteration 0F: 3 clusters Score -122764.5 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -123415.187500 Penalty: 3576.932129
	Iteration 1F: 3 clusters Score -123415.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -124231.125000 Penalty: 3576.932129
	Iteration 2F: 3 clusters Score -124231.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -125274.203125 Penalty: 3576.932129
	Iteration 3F: 3 clusters Score -125274.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -126863.718750 Penalty: 3576.932129
	Iteration 4F: 3 clusters Score -126863.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -127763.187500 Penalty: 3576.932129
	Iteration 5F: 3 clusters Score -127763.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -128123.546875 Penalty: 3576.932129
	Iteration 6F: 3 clusters Score -128123.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -128364.164062 Penalty: 3576.932129
	Iteration 7F: 3 clusters Score -128364.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -128560.984375 Penalty: 3576.932129
	Iteration 8Q: 3 clusters Score -128561 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -128747.179688 Penalty: 3576.932129
	Iteration 9Q: 3 clusters Score -128747.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -128825.468750 Penalty: 3576.932129
	Iteration 10Q: 3 clusters Score -128825.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -128830.531250 Penalty: 3576.932129
	Iteration 11Q: 3 clusters Score -128830.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -128830.531250 Penalty: 3576.932129
	Iteration 12F: 3 clusters Score -128830.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 4085 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9923 members 
Mstep: Class 6 contains 17432 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 8780 members 
Mstep: Class 9 contains 9040 members 
Mstep: Class 10 contains 29970 members 
Mstep: Class 11 contains 2515 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9399 members 
Mstep: Class 14 contains 14820 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 4574 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 12308 members 
Mstep: Class 20 contains 5174 members 
Mstep: Class 21 contains 26165 members 
Mstep: Class 22 contains 25619 members 
Mstep: Class 23 contains 26242 members 
Mstep: Class 24 contains 37319 members 
Mstep: Class 25 contains 5493 members 
Mstep: Class 26 contains 40132 members 
Mstep: Class 27 contains 4729 members 
Mstep: Class 28 contains 3399 members 
Mstep: Class 29 contains 6497 members 
Mstep: Class 30 contains 89809 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14074 members 
Mstep: Class 33 contains 8510 members 
Mstep: Class 34 contains 2400 members 
Mstep: Class 35 contains 4757 members 
Mstep: Class 36 contains 483 members 
Mstep: Class 37 contains 14012 members 
Mstep: Class 38 contains 9097 members 
Mstep: Class 39 contains 10426 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 709 members 
Mstep: Class 42 contains 15083 members 
Mstep: Class 43 contains 4678 members 
Mstep: Class 44 contains 13077 members 
Mstep: Class 45 contains 22161 members 
Mstep: Class 46 contains 32823 members 
Mstep: Class 47 contains 2953 members 
Mstep: Class 48 contains 729 members 
Mstep: Class 49 contains 9750 members 
Mstep: Class 50 contains 16097 members 
Mstep: Class 51 contains 20215 members 
Mstep: Class 52 contains 872 members 
Entering Unmasked Estep 
Score: -64754532.000000 Penalty: 172573.890625
Splitting cluster 36 changes total score from -64745520.000000 to -64754532.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 37 (14012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Entering Unmasked Estep 
Score: -1017984.937500 Penalty: 2367.822021
	Iteration 0F: 2 clusters Score -1017985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1007621.437500 Penalty: 4735.644043
	Iteration 0F: 3 clusters Score -1007621 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1011062.812500 Penalty: 4735.644043
	Iteration 1F: 3 clusters Score -1011063 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1011723.437500 Penalty: 4735.644043
	Iteration 2F: 3 clusters Score -1011723 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1012524.812500 Penalty: 4735.644043
	Iteration 3F: 3 clusters Score -1012525 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1013486.625000 Penalty: 4735.644043
	Iteration 4F: 3 clusters Score -1013487 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1014315.687500 Penalty: 4735.644043
	Iteration 5F: 3 clusters Score -1014316 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1014913.500000 Penalty: 4735.644043
	Iteration 6F: 3 clusters Score -1014914 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1015289.375000 Penalty: 4735.644043
	Iteration 7Q: 3 clusters Score -1015289 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1015510.062500 Penalty: 4735.644043
	Iteration 8Q: 3 clusters Score -1015510 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1015680.750000 Penalty: 4735.644043
	Iteration 9Q: 3 clusters Score -1015681 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1015812.937500 Penalty: 4735.644043
	Iteration 10Q: 3 clusters Score -1015813 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1015935.125000 Penalty: 4735.644043
	Iteration 11Q: 3 clusters Score -1015935 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1016056.062500 Penalty: 4735.644043
	Iteration 12Q: 3 clusters Score -1016056 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1016167.187500 Penalty: 4735.644043
	Iteration 13Q: 3 clusters Score -1016167 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1016270.375000 Penalty: 4735.644043
	Iteration 14Q: 3 clusters Score -1016270 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1016373.625000 Penalty: 4735.644043
	Iteration 15Q: 3 clusters Score -1016374 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1016488.312500 Penalty: 4735.644043
	Iteration 16Q: 3 clusters Score -1016488 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1016600.562500 Penalty: 4735.644043
	Iteration 17Q: 3 clusters Score -1016601 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1016714.750000 Penalty: 4735.644043
	Iteration 18Q: 3 clusters Score -1016715 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1016804.812500 Penalty: 4735.644043
	Iteration 19Q: 3 clusters Score -1016805 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1016874.125000 Penalty: 4735.644043
	Iteration 20F: 3 clusters Score -1016874 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1016932.500000 Penalty: 4735.644043
	Iteration 21Q: 3 clusters Score -1016932 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1016985.687500 Penalty: 4735.644043
	Iteration 22Q: 3 clusters Score -1016986 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1017019.500000 Penalty: 4735.644043
	Iteration 23Q: 3 clusters Score -1017020 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1017042.937500 Penalty: 4735.644043
	Iteration 24Q: 3 clusters Score -1017043 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1017061.187500 Penalty: 4735.644043
	Iteration 25Q: 3 clusters Score -1017061 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1017073.937500 Penalty: 4735.644043
	Iteration 26Q: 3 clusters Score -1017074 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1017084.625000 Penalty: 4735.644043
	Iteration 27Q: 3 clusters Score -1017085 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1017088.250000 Penalty: 4735.644043
	Iteration 28Q: 3 clusters Score -1017088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1017092.125000 Penalty: 4735.644043
	Iteration 29Q: 3 clusters Score -1017092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1017096.437500 Penalty: 4735.644043
	Iteration 30Q: 3 clusters Score -1017096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1017099.875000 Penalty: 4735.644043
	Iteration 31Q: 3 clusters Score -1017100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1017108.437500 Penalty: 4735.644043
	Iteration 32Q: 3 clusters Score -1017108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1017112.750000 Penalty: 4735.644043
	Iteration 33Q: 3 clusters Score -1017113 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1017118.875000 Penalty: 4735.644043
	Iteration 34Q: 3 clusters Score -1017119 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1017126.000000 Penalty: 4735.644043
	Iteration 35Q: 3 clusters Score -1017126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1017128.562500 Penalty: 4735.644043
	Iteration 36Q: 3 clusters Score -1017129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1017134.750000 Penalty: 4735.644043
	Iteration 37Q: 3 clusters Score -1017135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1017138.937500 Penalty: 4735.644043
	Iteration 38Q: 3 clusters Score -1017139 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1017144.250000 Penalty: 4735.644043
	Iteration 39Q: 3 clusters Score -1017144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1017149.687500 Penalty: 4735.644043
	Iteration 40F: 3 clusters Score -1017150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1017157.312500 Penalty: 4735.644043
	Iteration 41Q: 3 clusters Score -1017157 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1017164.312500 Penalty: 4735.644043
	Iteration 42Q: 3 clusters Score -1017164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1017171.437500 Penalty: 4735.644043
	Iteration 43Q: 3 clusters Score -1017171 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1017188.625000 Penalty: 4735.644043
	Iteration 44Q: 3 clusters Score -1017189 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1017201.125000 Penalty: 4735.644043
	Iteration 45Q: 3 clusters Score -1017201 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1017214.500000 Penalty: 4735.644043
	Iteration 46Q: 3 clusters Score -1017214 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1017226.812500 Penalty: 4735.644043
	Iteration 47Q: 3 clusters Score -1017227 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1017234.125000 Penalty: 4735.644043
	Iteration 48Q: 3 clusters Score -1017234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1017239.000000 Penalty: 4735.644043
	Iteration 49Q: 3 clusters Score -1017239 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1017243.250000 Penalty: 4735.644043
	Iteration 50Q: 3 clusters Score -1017243 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1017247.375000 Penalty: 4735.644043
	Iteration 51Q: 3 clusters Score -1017247 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1017256.562500 Penalty: 4735.644043
	Iteration 52Q: 3 clusters Score -1017257 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1017260.812500 Penalty: 4735.644043
	Iteration 53Q: 3 clusters Score -1017261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1017260.625000 Penalty: 4735.644043
	Iteration 54Q: 3 clusters Score -1017261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1017259.625000 Penalty: 4735.644043
	Iteration 55Q: 3 clusters Score -1017260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1017259.125000 Penalty: 4735.644043
	Iteration 56Q: 3 clusters Score -1017259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1017262.375000 Penalty: 4735.644043
	Iteration 57Q: 3 clusters Score -1017262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1017266.562500 Penalty: 4735.644043
	Iteration 58Q: 3 clusters Score -1017267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1017266.625000 Penalty: 4735.644043
	Iteration 59Q: 3 clusters Score -1017267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1017269.187500 Penalty: 4735.644043
	Iteration 60F: 3 clusters Score -1017269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1017271.875000 Penalty: 4735.644043
	Iteration 61Q: 3 clusters Score -1017272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1017271.125000 Penalty: 4735.644043
	Iteration 62Q: 3 clusters Score -1017271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1017270.875000 Penalty: 4735.644043
	Iteration 63Q: 3 clusters Score -1017271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1017271.250000 Penalty: 4735.644043
	Iteration 64Q: 3 clusters Score -1017271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1017271.250000 Penalty: 4735.644043
	Iteration 65F: 3 clusters Score -1017271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Entering Unmasked Estep 
Score: -896779.687500 Penalty: 2260.693604
	Iteration 0F: 2 clusters Score -896779.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -889722.062500 Penalty: 4521.387207
	Iteration 0F: 3 clusters Score -889722.1 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -891744.500000 Penalty: 4521.387207
	Iteration 1F: 3 clusters Score -891744.5 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -892108.625000 Penalty: 4521.387207
	Iteration 2F: 3 clusters Score -892108.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -892349.187500 Penalty: 4521.387207
	Iteration 3F: 3 clusters Score -892349.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -892516.000000 Penalty: 4521.387207
	Iteration 4Q: 3 clusters Score -892516 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -892663.312500 Penalty: 4521.387207
	Iteration 5Q: 3 clusters Score -892663.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -892791.437500 Penalty: 4521.387207
	Iteration 6Q: 3 clusters Score -892791.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -892934.187500 Penalty: 4521.387207
	Iteration 7Q: 3 clusters Score -892934.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -893073.437500 Penalty: 4521.387207
	Iteration 8Q: 3 clusters Score -893073.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -893202.750000 Penalty: 4521.387207
	Iteration 9Q: 3 clusters Score -893202.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -893311.250000 Penalty: 4521.387207
	Iteration 10Q: 3 clusters Score -893311.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -893421.187500 Penalty: 4521.387207
	Iteration 11Q: 3 clusters Score -893421.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -893528.312500 Penalty: 4521.387207
	Iteration 12Q: 3 clusters Score -893528.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -893636.750000 Penalty: 4521.387207
	Iteration 13Q: 3 clusters Score -893636.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -893740.312500 Penalty: 4521.387207
	Iteration 14Q: 3 clusters Score -893740.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -893826.937500 Penalty: 4521.387207
	Iteration 15Q: 3 clusters Score -893826.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -893925.562500 Penalty: 4521.387207
	Iteration 16Q: 3 clusters Score -893925.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -894031.125000 Penalty: 4521.387207
	Iteration 17Q: 3 clusters Score -894031.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -894121.562500 Penalty: 4521.387207
	Iteration 18Q: 3 clusters Score -894121.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -894206.062500 Penalty: 4521.387207
	Iteration 19Q: 3 clusters Score -894206.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -894302.687500 Penalty: 4521.387207
	Iteration 20F: 3 clusters Score -894302.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -894388.937500 Penalty: 4521.387207
	Iteration 21Q: 3 clusters Score -894388.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -894459.437500 Penalty: 4521.387207
	Iteration 22Q: 3 clusters Score -894459.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -894516.312500 Penalty: 4521.387207
	Iteration 23Q: 3 clusters Score -894516.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -894563.250000 Penalty: 4521.387207
	Iteration 24Q: 3 clusters Score -894563.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -894592.437500 Penalty: 4521.387207
	Iteration 25Q: 3 clusters Score -894592.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -894620.437500 Penalty: 4521.387207
	Iteration 26Q: 3 clusters Score -894620.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -894639.687500 Penalty: 4521.387207
	Iteration 27Q: 3 clusters Score -894639.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -894654.687500 Penalty: 4521.387207
	Iteration 28Q: 3 clusters Score -894654.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -894665.062500 Penalty: 4521.387207
	Iteration 29Q: 3 clusters Score -894665.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -894680.625000 Penalty: 4521.387207
	Iteration 30Q: 3 clusters Score -894680.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -894693.812500 Penalty: 4521.387207
	Iteration 31Q: 3 clusters Score -894693.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -894705.812500 Penalty: 4521.387207
	Iteration 32Q: 3 clusters Score -894705.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -894718.687500 Penalty: 4521.387207
	Iteration 33Q: 3 clusters Score -894718.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -894731.187500 Penalty: 4521.387207
	Iteration 34Q: 3 clusters Score -894731.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -894741.437500 Penalty: 4521.387207
	Iteration 35Q: 3 clusters Score -894741.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -894756.500000 Penalty: 4521.387207
	Iteration 36Q: 3 clusters Score -894756.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -894771.812500 Penalty: 4521.387207
	Iteration 37Q: 3 clusters Score -894771.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -894787.937500 Penalty: 4521.387207
	Iteration 38Q: 3 clusters Score -894787.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -894814.687500 Penalty: 4521.387207
	Iteration 39Q: 3 clusters Score -894814.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -894836.562500 Penalty: 4521.387207
	Iteration 40F: 3 clusters Score -894836.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -894859.437500 Penalty: 4521.387207
	Iteration 41Q: 3 clusters Score -894859.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -894871.375000 Penalty: 4521.387207
	Iteration 42Q: 3 clusters Score -894871.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -894885.250000 Penalty: 4521.387207
	Iteration 43Q: 3 clusters Score -894885.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -894909.625000 Penalty: 4521.387207
	Iteration 44Q: 3 clusters Score -894909.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -894936.687500 Penalty: 4521.387207
	Iteration 45Q: 3 clusters Score -894936.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -894963.125000 Penalty: 4521.387207
	Iteration 46Q: 3 clusters Score -894963.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -894993.500000 Penalty: 4521.387207
	Iteration 47Q: 3 clusters Score -894993.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -895022.250000 Penalty: 4521.387207
	Iteration 48Q: 3 clusters Score -895022.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -895039.937500 Penalty: 4521.387207
	Iteration 49Q: 3 clusters Score -895039.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -895052.812500 Penalty: 4521.387207
	Iteration 50Q: 3 clusters Score -895052.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -895064.000000 Penalty: 4521.387207
	Iteration 51Q: 3 clusters Score -895064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -895070.500000 Penalty: 4521.387207
	Iteration 52Q: 3 clusters Score -895070.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -895073.500000 Penalty: 4521.387207
	Iteration 53Q: 3 clusters Score -895073.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -895077.312500 Penalty: 4521.387207
	Iteration 54Q: 3 clusters Score -895077.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -895080.125000 Penalty: 4521.387207
	Iteration 55Q: 3 clusters Score -895080.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -895080.062500 Penalty: 4521.387207
	Iteration 56Q: 3 clusters Score -895080.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -895083.625000 Penalty: 4521.387207
	Iteration 57Q: 3 clusters Score -895083.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -895089.812500 Penalty: 4521.387207
	Iteration 58Q: 3 clusters Score -895089.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -895092.000000 Penalty: 4521.387207
	Iteration 59Q: 3 clusters Score -895092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -895094.937500 Penalty: 4521.387207
	Iteration 60F: 3 clusters Score -895094.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -895097.687500 Penalty: 4521.387207
	Iteration 61Q: 3 clusters Score -895097.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -895101.625000 Penalty: 4521.387207
	Iteration 62Q: 3 clusters Score -895101.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -895103.187500 Penalty: 4521.387207
	Iteration 63Q: 3 clusters Score -895103.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -895103.187500 Penalty: 4521.387207
	Iteration 64F: 3 clusters Score -895103.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Entering Unmasked Estep 
Score: -1123371.625000 Penalty: 2294.510498
	Iteration 0F: 2 clusters Score -1123372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1115469.500000 Penalty: 4589.020996
	Iteration 0F: 3 clusters Score -1115470 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1117755.750000 Penalty: 4589.020996
	Iteration 1F: 3 clusters Score -1117756 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1118058.500000 Penalty: 4589.020996
	Iteration 2F: 3 clusters Score -1118058 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1118299.250000 Penalty: 4589.020996
	Iteration 3F: 3 clusters Score -1118299 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1118524.000000 Penalty: 4589.020996
	Iteration 4Q: 3 clusters Score -1118524 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1118792.875000 Penalty: 4589.020996
	Iteration 5Q: 3 clusters Score -1118793 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1119097.750000 Penalty: 4589.020996
	Iteration 6Q: 3 clusters Score -1119098 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1119489.625000 Penalty: 4589.020996
	Iteration 7F: 3 clusters Score -1119490 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1119930.250000 Penalty: 4589.020996
	Iteration 8F: 3 clusters Score -1119930 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1120427.625000 Penalty: 4589.020996
	Iteration 9F: 3 clusters Score -1120428 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1120985.500000 Penalty: 4589.020996
	Iteration 10F: 3 clusters Score -1120986 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1121518.125000 Penalty: 4589.020996
	Iteration 11Q: 3 clusters Score -1121518 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1121913.750000 Penalty: 4589.020996
	Iteration 12Q: 3 clusters Score -1121914 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1122174.500000 Penalty: 4589.020996
	Iteration 13Q: 3 clusters Score -1122174 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1122419.500000 Penalty: 4589.020996
	Iteration 14Q: 3 clusters Score -1122420 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1122709.000000 Penalty: 4589.020996
	Iteration 15Q: 3 clusters Score -1122709 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1122982.250000 Penalty: 4589.020996
	Iteration 16Q: 3 clusters Score -1122982 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1123065.125000 Penalty: 4589.020996
	Iteration 17Q: 3 clusters Score -1123065 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1123074.750000 Penalty: 4589.020996
	Iteration 18Q: 3 clusters Score -1123075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1123082.500000 Penalty: 4589.020996
	Iteration 19Q: 3 clusters Score -1123082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1123084.500000 Penalty: 4589.020996
	Iteration 20F: 3 clusters Score -1123084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1123088.625000 Penalty: 4589.020996
	Iteration 21Q: 3 clusters Score -1123089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1123090.125000 Penalty: 4589.020996
	Iteration 22Q: 3 clusters Score -1123090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1123090.500000 Penalty: 4589.020996
	Iteration 23Q: 3 clusters Score -1123090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1123089.250000 Penalty: 4589.020996
	Iteration 24Q: 3 clusters Score -1123089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1123089.000000 Penalty: 4589.020996
	Iteration 25Q: 3 clusters Score -1123089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1123089.000000 Penalty: 4589.020996
	Iteration 26F: 3 clusters Score -1123089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Entering Unmasked Estep 
Score: -241614.171875 Penalty: 1905.598267
	Iteration 0F: 2 clusters Score -241614.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -238877.656250 Penalty: 3811.196533
	Iteration 0F: 3 clusters Score -238877.7 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -239414.000000 Penalty: 3811.196533
	Iteration 1F: 3 clusters Score -239414 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -239545.562500 Penalty: 3811.196533
	Iteration 2F: 3 clusters Score -239545.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -239601.781250 Penalty: 3811.196533
	Iteration 3Q: 3 clusters Score -239601.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -239630.609375 Penalty: 3811.196533
	Iteration 4Q: 3 clusters Score -239630.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -239656.968750 Penalty: 3811.196533
	Iteration 5Q: 3 clusters Score -239657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -239676.421875 Penalty: 3811.196533
	Iteration 6Q: 3 clusters Score -239676.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -239691.828125 Penalty: 3811.196533
	Iteration 7Q: 3 clusters Score -239691.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -239709.453125 Penalty: 3811.196533
	Iteration 8Q: 3 clusters Score -239709.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -239725.765625 Penalty: 3811.196533
	Iteration 9Q: 3 clusters Score -239725.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -239737.937500 Penalty: 3811.196533
	Iteration 10Q: 3 clusters Score -239737.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -239748.234375 Penalty: 3811.196533
	Iteration 11Q: 3 clusters Score -239748.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -239754.093750 Penalty: 3811.196533
	Iteration 12Q: 3 clusters Score -239754.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -239758.671875 Penalty: 3811.196533
	Iteration 13Q: 3 clusters Score -239758.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -239764.625000 Penalty: 3811.196533
	Iteration 14Q: 3 clusters Score -239764.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -239768.906250 Penalty: 3811.196533
	Iteration 15Q: 3 clusters Score -239768.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -239773.718750 Penalty: 3811.196533
	Iteration 16Q: 3 clusters Score -239773.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -239777.140625 Penalty: 3811.196533
	Iteration 17Q: 3 clusters Score -239777.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -239780.312500 Penalty: 3811.196533
	Iteration 18Q: 3 clusters Score -239780.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -239783.812500 Penalty: 3811.196533
	Iteration 19Q: 3 clusters Score -239783.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -239786.203125 Penalty: 3811.196533
	Iteration 20F: 3 clusters Score -239786.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -239787.406250 Penalty: 3811.196533
	Iteration 21Q: 3 clusters Score -239787.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -239787.859375 Penalty: 3811.196533
	Iteration 22Q: 3 clusters Score -239787.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -239787.859375 Penalty: 3811.196533
	Iteration 23F: 3 clusters Score -239787.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -55081.039062 Penalty: 1627.836182
	Iteration 0F: 2 clusters Score -55081.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53571.878906 Penalty: 3255.672363
	Iteration 0F: 3 clusters Score -53571.88 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -54141.367188 Penalty: 3255.672363
	Iteration 1F: 3 clusters Score -54141.37 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -54653.605469 Penalty: 3255.672363
	Iteration 2F: 3 clusters Score -54653.61 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -54867.769531 Penalty: 3255.672363
	Iteration 3F: 3 clusters Score -54867.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -54950.117188 Penalty: 3255.672363
	Iteration 4Q: 3 clusters Score -54950.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -55023.066406 Penalty: 3255.672363
	Iteration 5Q: 3 clusters Score -55023.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -55133.179688 Penalty: 3255.672363
	Iteration 6Q: 3 clusters Score -55133.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -55191.671875 Penalty: 3255.672363
	Iteration 7Q: 3 clusters Score -55191.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -55234.429688 Penalty: 3255.672363
	Iteration 8Q: 3 clusters Score -55234.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55247.425781 Penalty: 3255.672363
	Iteration 9Q: 3 clusters Score -55247.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55247.425781 Penalty: 3255.672363
	Iteration 10F: 3 clusters Score -55247.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 4085 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9923 members 
Mstep: Class 6 contains 17432 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 8780 members 
Mstep: Class 9 contains 9040 members 
Mstep: Class 10 contains 29970 members 
Mstep: Class 11 contains 2515 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9399 members 
Mstep: Class 14 contains 14820 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 4574 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 12308 members 
Mstep: Class 20 contains 5174 members 
Mstep: Class 21 contains 26165 members 
Mstep: Class 22 contains 25619 members 
Mstep: Class 23 contains 26242 members 
Mstep: Class 24 contains 37319 members 
Mstep: Class 25 contains 5493 members 
Mstep: Class 26 contains 40132 members 
Mstep: Class 27 contains 4729 members 
Mstep: Class 28 contains 3399 members 
Mstep: Class 29 contains 6497 members 
Mstep: Class 30 contains 89809 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14074 members 
Mstep: Class 33 contains 8510 members 
Mstep: Class 34 contains 2400 members 
Mstep: Class 35 contains 4757 members 
Mstep: Class 36 contains 483 members 
Mstep: Class 37 contains 14012 members 
Mstep: Class 38 contains 9097 members 
Mstep: Class 39 contains 10426 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 493 members 
Mstep: Class 42 contains 15083 members 
Mstep: Class 43 contains 4678 members 
Mstep: Class 44 contains 13077 members 
Mstep: Class 45 contains 22161 members 
Mstep: Class 46 contains 32823 members 
Mstep: Class 47 contains 2953 members 
Mstep: Class 48 contains 729 members 
Mstep: Class 49 contains 9750 members 
Mstep: Class 50 contains 16097 members 
Mstep: Class 51 contains 20215 members 
Mstep: Class 52 contains 872 members 
Mstep: Class 53 contains 216 members 
Entering Unmasked Estep 
Score: -64752964.000000 Penalty: 175892.625000
Splitting cluster 41 changes total score from -64745520.000000 to -64752964.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 42 (15083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Entering Unmasked Estep 
Score: -1621295.625000 Penalty: 2386.088135
	Iteration 0F: 2 clusters Score -1621296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1610352.875000 Penalty: 4772.176270
	Iteration 0F: 3 clusters Score -1610353 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1613944.750000 Penalty: 4772.176270
	Iteration 1F: 3 clusters Score -1613945 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1614414.750000 Penalty: 4772.176270
	Iteration 2F: 3 clusters Score -1614415 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1614807.375000 Penalty: 4772.176270
	Iteration 3F: 3 clusters Score -1614807 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1615228.500000 Penalty: 4772.176270
	Iteration 4F: 3 clusters Score -1615228 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1615738.500000 Penalty: 4772.176270
	Iteration 5F: 3 clusters Score -1615738 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1616251.500000 Penalty: 4772.176270
	Iteration 6F: 3 clusters Score -1616252 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1616706.625000 Penalty: 4772.176270
	Iteration 7Q: 3 clusters Score -1616707 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1617156.875000 Penalty: 4772.176270
	Iteration 8Q: 3 clusters Score -1617157 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1617543.875000 Penalty: 4772.176270
	Iteration 9Q: 3 clusters Score -1617544 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1617897.250000 Penalty: 4772.176270
	Iteration 10Q: 3 clusters Score -1617897 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1618207.250000 Penalty: 4772.176270
	Iteration 11Q: 3 clusters Score -1618207 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1618451.500000 Penalty: 4772.176270
	Iteration 12Q: 3 clusters Score -1618452 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1618634.875000 Penalty: 4772.176270
	Iteration 13Q: 3 clusters Score -1618635 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1618773.750000 Penalty: 4772.176270
	Iteration 14Q: 3 clusters Score -1618774 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1618883.625000 Penalty: 4772.176270
	Iteration 15Q: 3 clusters Score -1618884 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1618978.125000 Penalty: 4772.176270
	Iteration 16Q: 3 clusters Score -1618978 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1619063.500000 Penalty: 4772.176270
	Iteration 17Q: 3 clusters Score -1619064 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1619132.250000 Penalty: 4772.176270
	Iteration 18Q: 3 clusters Score -1619132 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1619187.125000 Penalty: 4772.176270
	Iteration 19Q: 3 clusters Score -1619187 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1619249.000000 Penalty: 4772.176270
	Iteration 20F: 3 clusters Score -1619249 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1619289.250000 Penalty: 4772.176270
	Iteration 21Q: 3 clusters Score -1619289 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1619321.625000 Penalty: 4772.176270
	Iteration 22Q: 3 clusters Score -1619322 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1619359.000000 Penalty: 4772.176270
	Iteration 23Q: 3 clusters Score -1619359 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1619401.875000 Penalty: 4772.176270
	Iteration 24Q: 3 clusters Score -1619402 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1619439.625000 Penalty: 4772.176270
	Iteration 25Q: 3 clusters Score -1619440 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1619463.000000 Penalty: 4772.176270
	Iteration 26Q: 3 clusters Score -1619463 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1619495.000000 Penalty: 4772.176270
	Iteration 27Q: 3 clusters Score -1619495 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1619523.625000 Penalty: 4772.176270
	Iteration 28Q: 3 clusters Score -1619524 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1619560.750000 Penalty: 4772.176270
	Iteration 29Q: 3 clusters Score -1619561 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1619587.000000 Penalty: 4772.176270
	Iteration 30Q: 3 clusters Score -1619587 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1619625.375000 Penalty: 4772.176270
	Iteration 31Q: 3 clusters Score -1619625 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1619656.750000 Penalty: 4772.176270
	Iteration 32Q: 3 clusters Score -1619657 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1619684.500000 Penalty: 4772.176270
	Iteration 33Q: 3 clusters Score -1619684 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1619719.000000 Penalty: 4772.176270
	Iteration 34Q: 3 clusters Score -1619719 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1619751.000000 Penalty: 4772.176270
	Iteration 35Q: 3 clusters Score -1619751 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1619795.750000 Penalty: 4772.176270
	Iteration 36Q: 3 clusters Score -1619796 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1619823.500000 Penalty: 4772.176270
	Iteration 37Q: 3 clusters Score -1619824 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1619853.375000 Penalty: 4772.176270
	Iteration 38Q: 3 clusters Score -1619853 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1619887.000000 Penalty: 4772.176270
	Iteration 39Q: 3 clusters Score -1619887 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1619915.000000 Penalty: 4772.176270
	Iteration 40F: 3 clusters Score -1619915 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1619955.125000 Penalty: 4772.176270
	Iteration 41Q: 3 clusters Score -1619955 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1619967.875000 Penalty: 4772.176270
	Iteration 42Q: 3 clusters Score -1619968 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1619990.250000 Penalty: 4772.176270
	Iteration 43Q: 3 clusters Score -1619990 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1619997.625000 Penalty: 4772.176270
	Iteration 44Q: 3 clusters Score -1619998 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1620015.625000 Penalty: 4772.176270
	Iteration 45Q: 3 clusters Score -1620016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1620018.250000 Penalty: 4772.176270
	Iteration 46Q: 3 clusters Score -1620018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1620024.500000 Penalty: 4772.176270
	Iteration 47Q: 3 clusters Score -1620024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1620033.500000 Penalty: 4772.176270
	Iteration 48Q: 3 clusters Score -1620034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1620042.625000 Penalty: 4772.176270
	Iteration 49Q: 3 clusters Score -1620043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1620045.500000 Penalty: 4772.176270
	Iteration 50Q: 3 clusters Score -1620046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1620044.750000 Penalty: 4772.176270
	Iteration 51Q: 3 clusters Score -1620045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1620046.000000 Penalty: 4772.176270
	Iteration 52Q: 3 clusters Score -1620046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1620044.750000 Penalty: 4772.176270
	Iteration 53Q: 3 clusters Score -1620045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1620042.500000 Penalty: 4772.176270
	Iteration 54Q: 3 clusters Score -1620042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1620044.375000 Penalty: 4772.176270
	Iteration 55Q: 3 clusters Score -1620044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1620046.375000 Penalty: 4772.176270
	Iteration 56Q: 3 clusters Score -1620046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1620048.125000 Penalty: 4772.176270
	Iteration 57Q: 3 clusters Score -1620048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1620048.125000 Penalty: 4772.176270
	Iteration 58F: 3 clusters Score -1620048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Entering Unmasked Estep 
Score: -514399.750000 Penalty: 2095.755371
	Iteration 0F: 2 clusters Score -514399.8 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 2279 members 
Entering Unmasked Estep 
Score: -510075.875000 Penalty: 4191.510742
	Iteration 0F: 3 clusters Score -510075.9 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -511051.375000 Penalty: 4191.510742
	Iteration 1F: 3 clusters Score -511051.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -511241.937500 Penalty: 4191.510742
	Iteration 2F: 3 clusters Score -511241.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -511353.093750 Penalty: 4191.510742
	Iteration 3F: 3 clusters Score -511353.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -511426.562500 Penalty: 4191.510742
	Iteration 4Q: 3 clusters Score -511426.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -511479.187500 Penalty: 4191.510742
	Iteration 5Q: 3 clusters Score -511479.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -511526.125000 Penalty: 4191.510742
	Iteration 6Q: 3 clusters Score -511526.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -511560.625000 Penalty: 4191.510742
	Iteration 7Q: 3 clusters Score -511560.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -511599.781250 Penalty: 4191.510742
	Iteration 8Q: 3 clusters Score -511599.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -511636.125000 Penalty: 4191.510742
	Iteration 9Q: 3 clusters Score -511636.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -511675.500000 Penalty: 4191.510742
	Iteration 10Q: 3 clusters Score -511675.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -511712.000000 Penalty: 4191.510742
	Iteration 11Q: 3 clusters Score -511712 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -511745.875000 Penalty: 4191.510742
	Iteration 12Q: 3 clusters Score -511745.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -511774.875000 Penalty: 4191.510742
	Iteration 13Q: 3 clusters Score -511774.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -511803.187500 Penalty: 4191.510742
	Iteration 14Q: 3 clusters Score -511803.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -511840.593750 Penalty: 4191.510742
	Iteration 15Q: 3 clusters Score -511840.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -511886.500000 Penalty: 4191.510742
	Iteration 16Q: 3 clusters Score -511886.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -511941.968750 Penalty: 4191.510742
	Iteration 17Q: 3 clusters Score -511942 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -511998.281250 Penalty: 4191.510742
	Iteration 18Q: 3 clusters Score -511998.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -512042.062500 Penalty: 4191.510742
	Iteration 19Q: 3 clusters Score -512042.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -512084.875000 Penalty: 4191.510742
	Iteration 20F: 3 clusters Score -512084.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -512117.781250 Penalty: 4191.510742
	Iteration 21Q: 3 clusters Score -512117.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -512146.375000 Penalty: 4191.510742
	Iteration 22Q: 3 clusters Score -512146.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -512172.781250 Penalty: 4191.510742
	Iteration 23Q: 3 clusters Score -512172.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -512200.281250 Penalty: 4191.510742
	Iteration 24Q: 3 clusters Score -512200.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -512222.500000 Penalty: 4191.510742
	Iteration 25Q: 3 clusters Score -512222.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -512238.593750 Penalty: 4191.510742
	Iteration 26Q: 3 clusters Score -512238.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -512255.531250 Penalty: 4191.510742
	Iteration 27Q: 3 clusters Score -512255.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -512273.312500 Penalty: 4191.510742
	Iteration 28Q: 3 clusters Score -512273.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -512293.312500 Penalty: 4191.510742
	Iteration 29Q: 3 clusters Score -512293.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -512319.031250 Penalty: 4191.510742
	Iteration 30Q: 3 clusters Score -512319 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -512339.093750 Penalty: 4191.510742
	Iteration 31Q: 3 clusters Score -512339.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -512355.875000 Penalty: 4191.510742
	Iteration 32Q: 3 clusters Score -512355.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -512373.750000 Penalty: 4191.510742
	Iteration 33Q: 3 clusters Score -512373.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -512389.062500 Penalty: 4191.510742
	Iteration 34Q: 3 clusters Score -512389.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -512402.187500 Penalty: 4191.510742
	Iteration 35Q: 3 clusters Score -512402.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -512416.156250 Penalty: 4191.510742
	Iteration 36Q: 3 clusters Score -512416.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -512426.656250 Penalty: 4191.510742
	Iteration 37Q: 3 clusters Score -512426.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -512434.468750 Penalty: 4191.510742
	Iteration 38Q: 3 clusters Score -512434.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -512437.656250 Penalty: 4191.510742
	Iteration 39Q: 3 clusters Score -512437.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -512441.906250 Penalty: 4191.510742
	Iteration 40F: 3 clusters Score -512441.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -512444.625000 Penalty: 4191.510742
	Iteration 41Q: 3 clusters Score -512444.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -512447.375000 Penalty: 4191.510742
	Iteration 42Q: 3 clusters Score -512447.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -512448.093750 Penalty: 4191.510742
	Iteration 43Q: 3 clusters Score -512448.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -512448.093750 Penalty: 4191.510742
	Iteration 44F: 3 clusters Score -512448.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (13077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Entering Unmasked Estep 
Score: -1426281.250000 Penalty: 2350.695312
	Iteration 0F: 2 clusters Score -1426281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1416629.125000 Penalty: 4701.390625
	Iteration 0F: 3 clusters Score -1416629 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1419797.625000 Penalty: 4701.390625
	Iteration 1F: 3 clusters Score -1419798 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1420224.375000 Penalty: 4701.390625
	Iteration 2F: 3 clusters Score -1420224 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1420639.125000 Penalty: 4701.390625
	Iteration 3F: 3 clusters Score -1420639 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1420944.625000 Penalty: 4701.390625
	Iteration 4F: 3 clusters Score -1420945 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1421177.750000 Penalty: 4701.390625
	Iteration 5Q: 3 clusters Score -1421178 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1421426.250000 Penalty: 4701.390625
	Iteration 6Q: 3 clusters Score -1421426 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1421670.500000 Penalty: 4701.390625
	Iteration 7Q: 3 clusters Score -1421670 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1421945.375000 Penalty: 4701.390625
	Iteration 8Q: 3 clusters Score -1421945 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1422311.750000 Penalty: 4701.390625
	Iteration 9Q: 3 clusters Score -1422312 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1422708.625000 Penalty: 4701.390625
	Iteration 10Q: 3 clusters Score -1422709 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1423175.875000 Penalty: 4701.390625
	Iteration 11Q: 3 clusters Score -1423176 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1423651.500000 Penalty: 4701.390625
	Iteration 12Q: 3 clusters Score -1423652 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1424048.000000 Penalty: 4701.390625
	Iteration 13Q: 3 clusters Score -1424048 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1424371.625000 Penalty: 4701.390625
	Iteration 14Q: 3 clusters Score -1424372 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1424625.000000 Penalty: 4701.390625
	Iteration 15Q: 3 clusters Score -1424625 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1424818.125000 Penalty: 4701.390625
	Iteration 16Q: 3 clusters Score -1424818 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1424975.000000 Penalty: 4701.390625
	Iteration 17Q: 3 clusters Score -1424975 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1425118.875000 Penalty: 4701.390625
	Iteration 18Q: 3 clusters Score -1425119 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1425196.750000 Penalty: 4701.390625
	Iteration 19Q: 3 clusters Score -1425197 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1425217.500000 Penalty: 4701.390625
	Iteration 20F: 3 clusters Score -1425218 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1425235.500000 Penalty: 4701.390625
	Iteration 21Q: 3 clusters Score -1425236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1425235.250000 Penalty: 4701.390625
	Iteration 22Q: 3 clusters Score -1425235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1425243.750000 Penalty: 4701.390625
	Iteration 23Q: 3 clusters Score -1425244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1425245.125000 Penalty: 4701.390625
	Iteration 24Q: 3 clusters Score -1425245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1425246.500000 Penalty: 4701.390625
	Iteration 25Q: 3 clusters Score -1425246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1425245.875000 Penalty: 4701.390625
	Iteration 26Q: 3 clusters Score -1425246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1425246.250000 Penalty: 4701.390625
	Iteration 27Q: 3 clusters Score -1425246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1425247.625000 Penalty: 4701.390625
	Iteration 28Q: 3 clusters Score -1425248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1425248.500000 Penalty: 4701.390625
	Iteration 29Q: 3 clusters Score -1425248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1425248.125000 Penalty: 4701.390625
	Iteration 30Q: 3 clusters Score -1425248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1425248.125000 Penalty: 4701.390625
	Iteration 31F: 3 clusters Score -1425248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (22161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Entering Unmasked Estep 
Score: -2410320.000000 Penalty: 2481.510010
	Iteration 0F: 2 clusters Score -2410320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2394834.250000 Penalty: 4963.020020
	Iteration 0F: 3 clusters Score -2394834 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2400248.500000 Penalty: 4963.020020
	Iteration 1F: 3 clusters Score -2400248 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2400863.000000 Penalty: 4963.020020
	Iteration 2F: 3 clusters Score -2400863 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2401524.250000 Penalty: 4963.020020
	Iteration 3F: 3 clusters Score -2401524 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2402407.500000 Penalty: 4963.020020
	Iteration 4F: 3 clusters Score -2402408 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2403379.000000 Penalty: 4963.020020
	Iteration 5F: 3 clusters Score -2403379 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2404366.000000 Penalty: 4963.020020
	Iteration 6F: 3 clusters Score -2404366 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2405217.750000 Penalty: 4963.020020
	Iteration 7F: 3 clusters Score -2405218 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2405928.250000 Penalty: 4963.020020
	Iteration 8F: 3 clusters Score -2405928 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2406413.250000 Penalty: 4963.020020
	Iteration 9Q: 3 clusters Score -2406413 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2406797.500000 Penalty: 4963.020020
	Iteration 10Q: 3 clusters Score -2406798 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2407129.250000 Penalty: 4963.020020
	Iteration 11Q: 3 clusters Score -2407129 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2407435.250000 Penalty: 4963.020020
	Iteration 12Q: 3 clusters Score -2407435 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2407724.250000 Penalty: 4963.020020
	Iteration 13Q: 3 clusters Score -2407724 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2408026.500000 Penalty: 4963.020020
	Iteration 14Q: 3 clusters Score -2408026 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2408316.500000 Penalty: 4963.020020
	Iteration 15Q: 3 clusters Score -2408316 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2408533.500000 Penalty: 4963.020020
	Iteration 16Q: 3 clusters Score -2408534 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2408688.250000 Penalty: 4963.020020
	Iteration 17Q: 3 clusters Score -2408688 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2408806.750000 Penalty: 4963.020020
	Iteration 18Q: 3 clusters Score -2408807 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2408902.000000 Penalty: 4963.020020
	Iteration 19Q: 3 clusters Score -2408902 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2408970.250000 Penalty: 4963.020020
	Iteration 20F: 3 clusters Score -2408970 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2409068.000000 Penalty: 4963.020020
	Iteration 21Q: 3 clusters Score -2409068 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2409138.000000 Penalty: 4963.020020
	Iteration 22Q: 3 clusters Score -2409138 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2409212.000000 Penalty: 4963.020020
	Iteration 23Q: 3 clusters Score -2409212 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2409279.250000 Penalty: 4963.020020
	Iteration 24Q: 3 clusters Score -2409279 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2409322.000000 Penalty: 4963.020020
	Iteration 25Q: 3 clusters Score -2409322 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2409369.000000 Penalty: 4963.020020
	Iteration 26Q: 3 clusters Score -2409369 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2409401.500000 Penalty: 4963.020020
	Iteration 27Q: 3 clusters Score -2409402 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2409441.000000 Penalty: 4963.020020
	Iteration 28Q: 3 clusters Score -2409441 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2409470.250000 Penalty: 4963.020020
	Iteration 29Q: 3 clusters Score -2409470 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2409497.000000 Penalty: 4963.020020
	Iteration 30Q: 3 clusters Score -2409497 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2409515.750000 Penalty: 4963.020020
	Iteration 31Q: 3 clusters Score -2409516 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -2409534.000000 Penalty: 4963.020020
	Iteration 32Q: 3 clusters Score -2409534 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2409549.000000 Penalty: 4963.020020
	Iteration 33Q: 3 clusters Score -2409549 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -2409554.250000 Penalty: 4963.020020
	Iteration 34Q: 3 clusters Score -2409554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -2409560.000000 Penalty: 4963.020020
	Iteration 35Q: 3 clusters Score -2409560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2409563.000000 Penalty: 4963.020020
	Iteration 36Q: 3 clusters Score -2409563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2409565.750000 Penalty: 4963.020020
	Iteration 37Q: 3 clusters Score -2409566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2409570.000000 Penalty: 4963.020020
	Iteration 38Q: 3 clusters Score -2409570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2409582.000000 Penalty: 4963.020020
	Iteration 39Q: 3 clusters Score -2409582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2409586.500000 Penalty: 4963.020020
	Iteration 40F: 3 clusters Score -2409586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2409583.750000 Penalty: 4963.020020
	Iteration 41Q: 3 clusters Score -2409584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -2409585.750000 Penalty: 4963.020020
	Iteration 42Q: 3 clusters Score -2409586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2409585.750000 Penalty: 4963.020020
	Iteration 43Q: 3 clusters Score -2409586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -2409584.750000 Penalty: 4963.020020
	Iteration 44Q: 3 clusters Score -2409585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2409584.250000 Penalty: 4963.020020
	Iteration 45Q: 3 clusters Score -2409584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -2409588.750000 Penalty: 4963.020020
	Iteration 46Q: 3 clusters Score -2409589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -2409588.750000 Penalty: 4963.020020
	Iteration 47F: 3 clusters Score -2409589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 4085 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9923 members 
Mstep: Class 6 contains 17432 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 8780 members 
Mstep: Class 9 contains 9040 members 
Mstep: Class 10 contains 29970 members 
Mstep: Class 11 contains 2515 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9399 members 
Mstep: Class 14 contains 14820 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 4574 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 12308 members 
Mstep: Class 20 contains 5174 members 
Mstep: Class 21 contains 26165 members 
Mstep: Class 22 contains 25619 members 
Mstep: Class 23 contains 26242 members 
Mstep: Class 24 contains 37319 members 
Mstep: Class 25 contains 5493 members 
Mstep: Class 26 contains 40132 members 
Mstep: Class 27 contains 4729 members 
Mstep: Class 28 contains 3399 members 
Mstep: Class 29 contains 6497 members 
Mstep: Class 30 contains 89809 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 14074 members 
Mstep: Class 33 contains 8510 members 
Mstep: Class 34 contains 2400 members 
Mstep: Class 35 contains 4757 members 
Mstep: Class 36 contains 483 members 
Mstep: Class 37 contains 14012 members 
Mstep: Class 38 contains 9097 members 
Mstep: Class 39 contains 10426 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 493 members 
Mstep: Class 42 contains 15083 members 
Mstep: Class 43 contains 4678 members 
Mstep: Class 44 contains 13077 members 
Mstep: Class 45 contains 22161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64758076.000000 Penalty: 175892.625000
Iteration 119Q: 54 clusters Score -6.475808e+07 nChanged 8733
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 669 members 
Mstep: Class 3 contains 4093 members 
Mstep: Class 4 contains 5280 members 
Mstep: Class 5 contains 10114 members 
Mstep: Class 6 contains 17510 members 
Mstep: Class 7 contains 12991 members 
Mstep: Class 8 contains 8839 members 
Mstep: Class 9 contains 9145 members 
Mstep: Class 10 contains 30663 members 
Mstep: Class 11 contains 2514 members 
Mstep: Class 12 contains 1002 members 
Mstep: Class 13 contains 9399 members 
Mstep: Class 14 contains 14827 members 
Mstep: Class 15 contains 3669 members 
Mstep: Class 16 contains 294 members 
Mstep: Class 17 contains 4570 members 
Mstep: Class 18 contains 12152 members 
Mstep: Class 19 contains 12322 members 
Mstep: Class 20 contains 5232 members 
Mstep: Class 21 contains 26256 members 
Mstep: Class 22 contains 26545 members 
Mstep: Class 23 contains 26663 members 
Mstep: Class 24 contains 37491 members 
Mstep: Class 25 contains 5485 members 
Mstep: Class 26 contains 39328 members 
Mstep: Class 27 contains 4746 members 
Mstep: Class 28 contains 3408 members 
Mstep: Class 29 contains 6536 members 
Mstep: Class 30 contains 89913 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13995 members 
Mstep: Class 33 contains 8512 members 
Mstep: Class 34 contains 2779 members 
Mstep: Class 35 contains 4758 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14011 members 
Mstep: Class 38 contains 9118 members 
Mstep: Class 39 contains 10431 members 
Mstep: Class 40 contains 2184 members 
Mstep: Class 41 contains 492 members 
Mstep: Class 42 contains 15031 members 
Mstep: Class 43 contains 4931 members 
Mstep: Class 44 contains 13123 members 
Mstep: Class 45 contains 22239 members 
Mstep: Class 46 contains 31609 members 
Mstep: Class 47 contains 2826 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 9589 members 
Mstep: Class 50 contains 15580 members 
Mstep: Class 51 contains 19564 members 
Mstep: Class 52 contains 872 members 
Mstep: Class 53 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64762360.000000 Penalty: 175892.625000
Iteration 120F: 54 clusters Score -6.476236e+07 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 4102 members 
Mstep: Class 4 contains 5264 members 
Mstep: Class 5 contains 9855 members 
Mstep: Class 6 contains 17405 members 
Mstep: Class 7 contains 12730 members 
Mstep: Class 8 contains 8850 members 
Mstep: Class 9 contains 9122 members 
Mstep: Class 10 contains 30221 members 
Mstep: Class 11 contains 2487 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9402 members 
Mstep: Class 14 contains 14748 members 
Mstep: Class 15 contains 3665 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 4573 members 
Mstep: Class 18 contains 11969 members 
Mstep: Class 19 contains 12303 members 
Mstep: Class 20 contains 5290 members 
Mstep: Class 21 contains 26212 members 
Mstep: Class 22 contains 27054 members 
Mstep: Class 23 contains 26906 members 
Mstep: Class 24 contains 37335 members 
Mstep: Class 25 contains 5437 members 
Mstep: Class 26 contains 38616 members 
Mstep: Class 27 contains 4715 members 
Mstep: Class 28 contains 3398 members 
Mstep: Class 29 contains 6481 members 
Mstep: Class 30 contains 89871 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13939 members 
Mstep: Class 33 contains 8487 members 
Mstep: Class 34 contains 3061 members 
Mstep: Class 35 contains 4760 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14016 members 
Mstep: Class 38 contains 9101 members 
Mstep: Class 39 contains 10413 members 
Mstep: Class 40 contains 2193 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14991 members 
Mstep: Class 43 contains 5065 members 
Mstep: Class 44 contains 13116 members 
Mstep: Class 45 contains 22291 members 
Mstep: Class 46 contains 31816 members 
Mstep: Class 47 contains 2917 members 
Mstep: Class 48 contains 722 members 
Mstep: Class 49 contains 9847 members 
Mstep: Class 50 contains 15868 members 
Mstep: Class 51 contains 20089 members 
Mstep: Class 52 contains 883 members 
Mstep: Class 53 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64763848.000000 Penalty: 175892.625000
Iteration 121Q: 54 clusters Score -6.476385e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 4102 members 
Mstep: Class 4 contains 5256 members 
Mstep: Class 5 contains 9739 members 
Mstep: Class 6 contains 17360 members 
Mstep: Class 7 contains 12558 members 
Mstep: Class 8 contains 8868 members 
Mstep: Class 9 contains 9121 members 
Mstep: Class 10 contains 29993 members 
Mstep: Class 11 contains 2464 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9405 members 
Mstep: Class 14 contains 14706 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4570 members 
Mstep: Class 18 contains 11813 members 
Mstep: Class 19 contains 12278 members 
Mstep: Class 20 contains 5357 members 
Mstep: Class 21 contains 26198 members 
Mstep: Class 22 contains 27476 members 
Mstep: Class 23 contains 27075 members 
Mstep: Class 24 contains 37211 members 
Mstep: Class 25 contains 5419 members 
Mstep: Class 26 contains 38094 members 
Mstep: Class 27 contains 4693 members 
Mstep: Class 28 contains 3387 members 
Mstep: Class 29 contains 6444 members 
Mstep: Class 30 contains 89847 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13899 members 
Mstep: Class 33 contains 8475 members 
Mstep: Class 34 contains 3256 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14023 members 
Mstep: Class 38 contains 9111 members 
Mstep: Class 39 contains 10398 members 
Mstep: Class 40 contains 2199 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14948 members 
Mstep: Class 43 contains 5178 members 
Mstep: Class 44 contains 13114 members 
Mstep: Class 45 contains 22318 members 
Mstep: Class 46 contains 31862 members 
Mstep: Class 47 contains 2940 members 
Mstep: Class 48 contains 719 members 
Mstep: Class 49 contains 9967 members 
Mstep: Class 50 contains 15997 members 
Mstep: Class 51 contains 20456 members 
Mstep: Class 52 contains 888 members 
Mstep: Class 53 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64765168.000000 Penalty: 175892.625000
Iteration 122Q: 54 clusters Score -6.476517e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 646 members 
Mstep: Class 3 contains 4106 members 
Mstep: Class 4 contains 5258 members 
Mstep: Class 5 contains 9672 members 
Mstep: Class 6 contains 17323 members 
Mstep: Class 7 contains 12387 members 
Mstep: Class 8 contains 8880 members 
Mstep: Class 9 contains 9126 members 
Mstep: Class 10 contains 29894 members 
Mstep: Class 11 contains 2438 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9407 members 
Mstep: Class 14 contains 14689 members 
Mstep: Class 15 contains 3665 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4570 members 
Mstep: Class 18 contains 11701 members 
Mstep: Class 19 contains 12243 members 
Mstep: Class 20 contains 5446 members 
Mstep: Class 21 contains 26181 members 
Mstep: Class 22 contains 27816 members 
Mstep: Class 23 contains 27248 members 
Mstep: Class 24 contains 37104 members 
Mstep: Class 25 contains 5406 members 
Mstep: Class 26 contains 37614 members 
Mstep: Class 27 contains 4678 members 
Mstep: Class 28 contains 3380 members 
Mstep: Class 29 contains 6399 members 
Mstep: Class 30 contains 89844 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13872 members 
Mstep: Class 33 contains 8454 members 
Mstep: Class 34 contains 3452 members 
Mstep: Class 35 contains 4766 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14031 members 
Mstep: Class 38 contains 9122 members 
Mstep: Class 39 contains 10404 members 
Mstep: Class 40 contains 2203 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14919 members 
Mstep: Class 43 contains 5267 members 
Mstep: Class 44 contains 13101 members 
Mstep: Class 45 contains 22342 members 
Mstep: Class 46 contains 31852 members 
Mstep: Class 47 contains 2958 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10053 members 
Mstep: Class 50 contains 16067 members 
Mstep: Class 51 contains 20693 members 
Mstep: Class 52 contains 893 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64765788.000000 Penalty: 175892.625000
Iteration 123Q: 54 clusters Score -6.476579e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 643 members 
Mstep: Class 3 contains 4112 members 
Mstep: Class 4 contains 5254 members 
Mstep: Class 5 contains 9616 members 
Mstep: Class 6 contains 17297 members 
Mstep: Class 7 contains 12208 members 
Mstep: Class 8 contains 8883 members 
Mstep: Class 9 contains 9141 members 
Mstep: Class 10 contains 29822 members 
Mstep: Class 11 contains 2429 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9409 members 
Mstep: Class 14 contains 14683 members 
Mstep: Class 15 contains 3663 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4568 members 
Mstep: Class 18 contains 11608 members 
Mstep: Class 19 contains 12221 members 
Mstep: Class 20 contains 5541 members 
Mstep: Class 21 contains 26173 members 
Mstep: Class 22 contains 28133 members 
Mstep: Class 23 contains 27437 members 
Mstep: Class 24 contains 36964 members 
Mstep: Class 25 contains 5400 members 
Mstep: Class 26 contains 37211 members 
Mstep: Class 27 contains 4672 members 
Mstep: Class 28 contains 3377 members 
Mstep: Class 29 contains 6368 members 
Mstep: Class 30 contains 89840 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13850 members 
Mstep: Class 33 contains 8441 members 
Mstep: Class 34 contains 3608 members 
Mstep: Class 35 contains 4771 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14034 members 
Mstep: Class 38 contains 9123 members 
Mstep: Class 39 contains 10404 members 
Mstep: Class 40 contains 2205 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14900 members 
Mstep: Class 43 contains 5339 members 
Mstep: Class 44 contains 13097 members 
Mstep: Class 45 contains 22372 members 
Mstep: Class 46 contains 31850 members 
Mstep: Class 47 contains 2965 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10110 members 
Mstep: Class 50 contains 16122 members 
Mstep: Class 51 contains 20853 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64766504.000000 Penalty: 175892.625000
Iteration 124Q: 54 clusters Score -6.47665e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 4112 members 
Mstep: Class 4 contains 5256 members 
Mstep: Class 5 contains 9581 members 
Mstep: Class 6 contains 17275 members 
Mstep: Class 7 contains 12057 members 
Mstep: Class 8 contains 8888 members 
Mstep: Class 9 contains 9154 members 
Mstep: Class 10 contains 29804 members 
Mstep: Class 11 contains 2420 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9411 members 
Mstep: Class 14 contains 14670 members 
Mstep: Class 15 contains 3662 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4568 members 
Mstep: Class 18 contains 11526 members 
Mstep: Class 19 contains 12198 members 
Mstep: Class 20 contains 5667 members 
Mstep: Class 21 contains 26165 members 
Mstep: Class 22 contains 28359 members 
Mstep: Class 23 contains 27581 members 
Mstep: Class 24 contains 36857 members 
Mstep: Class 25 contains 5398 members 
Mstep: Class 26 contains 36860 members 
Mstep: Class 27 contains 4670 members 
Mstep: Class 28 contains 3381 members 
Mstep: Class 29 contains 6363 members 
Mstep: Class 30 contains 89835 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13833 members 
Mstep: Class 33 contains 8418 members 
Mstep: Class 34 contains 3756 members 
Mstep: Class 35 contains 4781 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14044 members 
Mstep: Class 38 contains 9129 members 
Mstep: Class 39 contains 10403 members 
Mstep: Class 40 contains 2206 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14885 members 
Mstep: Class 43 contains 5381 members 
Mstep: Class 44 contains 13103 members 
Mstep: Class 45 contains 22383 members 
Mstep: Class 46 contains 31799 members 
Mstep: Class 47 contains 2968 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10160 members 
Mstep: Class 50 contains 16171 members 
Mstep: Class 51 contains 20968 members 
Mstep: Class 52 contains 897 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64766884.000000 Penalty: 175892.625000
Iteration 125Q: 54 clusters Score -6.476688e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 4117 members 
Mstep: Class 4 contains 5259 members 
Mstep: Class 5 contains 9557 members 
Mstep: Class 6 contains 17264 members 
Mstep: Class 7 contains 11931 members 
Mstep: Class 8 contains 8888 members 
Mstep: Class 9 contains 9160 members 
Mstep: Class 10 contains 29802 members 
Mstep: Class 11 contains 2414 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9411 members 
Mstep: Class 14 contains 14670 members 
Mstep: Class 15 contains 3664 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4568 members 
Mstep: Class 18 contains 11459 members 
Mstep: Class 19 contains 12169 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 26162 members 
Mstep: Class 22 contains 28539 members 
Mstep: Class 23 contains 27690 members 
Mstep: Class 24 contains 36771 members 
Mstep: Class 25 contains 5395 members 
Mstep: Class 26 contains 36593 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3378 members 
Mstep: Class 29 contains 6351 members 
Mstep: Class 30 contains 89827 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13817 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 3871 members 
Mstep: Class 35 contains 4791 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14048 members 
Mstep: Class 38 contains 9131 members 
Mstep: Class 39 contains 10412 members 
Mstep: Class 40 contains 2207 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14878 members 
Mstep: Class 43 contains 5417 members 
Mstep: Class 44 contains 13107 members 
Mstep: Class 45 contains 22374 members 
Mstep: Class 46 contains 31726 members 
Mstep: Class 47 contains 2968 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10206 members 
Mstep: Class 50 contains 16211 members 
Mstep: Class 51 contains 21039 members 
Mstep: Class 52 contains 900 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767204.000000 Penalty: 175892.625000
Iteration 126Q: 54 clusters Score -6.47672e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 637 members 
Mstep: Class 3 contains 4119 members 
Mstep: Class 4 contains 5255 members 
Mstep: Class 5 contains 9527 members 
Mstep: Class 6 contains 17249 members 
Mstep: Class 7 contains 11803 members 
Mstep: Class 8 contains 8888 members 
Mstep: Class 9 contains 9168 members 
Mstep: Class 10 contains 29803 members 
Mstep: Class 11 contains 2406 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 9411 members 
Mstep: Class 14 contains 14666 members 
Mstep: Class 15 contains 3663 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4571 members 
Mstep: Class 18 contains 11394 members 
Mstep: Class 19 contains 12156 members 
Mstep: Class 20 contains 6000 members 
Mstep: Class 21 contains 26168 members 
Mstep: Class 22 contains 28675 members 
Mstep: Class 23 contains 27783 members 
Mstep: Class 24 contains 36698 members 
Mstep: Class 25 contains 5394 members 
Mstep: Class 26 contains 36399 members 
Mstep: Class 27 contains 4664 members 
Mstep: Class 28 contains 3374 members 
Mstep: Class 29 contains 6352 members 
Mstep: Class 30 contains 89820 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13803 members 
Mstep: Class 33 contains 8403 members 
Mstep: Class 34 contains 3964 members 
Mstep: Class 35 contains 4799 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14047 members 
Mstep: Class 38 contains 9130 members 
Mstep: Class 39 contains 10417 members 
Mstep: Class 40 contains 2209 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14882 members 
Mstep: Class 43 contains 5437 members 
Mstep: Class 44 contains 13108 members 
Mstep: Class 45 contains 22359 members 
Mstep: Class 46 contains 31658 members 
Mstep: Class 47 contains 2967 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10242 members 
Mstep: Class 50 contains 16253 members 
Mstep: Class 51 contains 21094 members 
Mstep: Class 52 contains 902 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767500.000000 Penalty: 175892.625000
Iteration 127Q: 54 clusters Score -6.47675e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 636 members 
Mstep: Class 3 contains 4128 members 
Mstep: Class 4 contains 5257 members 
Mstep: Class 5 contains 9495 members 
Mstep: Class 6 contains 17243 members 
Mstep: Class 7 contains 11706 members 
Mstep: Class 8 contains 8888 members 
Mstep: Class 9 contains 9165 members 
Mstep: Class 10 contains 29793 members 
Mstep: Class 11 contains 2403 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9411 members 
Mstep: Class 14 contains 14657 members 
Mstep: Class 15 contains 3662 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4573 members 
Mstep: Class 18 contains 11330 members 
Mstep: Class 19 contains 12139 members 
Mstep: Class 20 contains 6150 members 
Mstep: Class 21 contains 26154 members 
Mstep: Class 22 contains 28751 members 
Mstep: Class 23 contains 27861 members 
Mstep: Class 24 contains 36647 members 
Mstep: Class 25 contains 5394 members 
Mstep: Class 26 contains 36232 members 
Mstep: Class 27 contains 4664 members 
Mstep: Class 28 contains 3369 members 
Mstep: Class 29 contains 6356 members 
Mstep: Class 30 contains 89820 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13794 members 
Mstep: Class 33 contains 8399 members 
Mstep: Class 34 contains 4065 members 
Mstep: Class 35 contains 4801 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14048 members 
Mstep: Class 38 contains 9131 members 
Mstep: Class 39 contains 10428 members 
Mstep: Class 40 contains 2211 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14886 members 
Mstep: Class 43 contains 5459 members 
Mstep: Class 44 contains 13120 members 
Mstep: Class 45 contains 22347 members 
Mstep: Class 46 contains 31596 members 
Mstep: Class 47 contains 2967 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10282 members 
Mstep: Class 50 contains 16287 members 
Mstep: Class 51 contains 21155 members 
Mstep: Class 52 contains 903 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767644.000000 Penalty: 175892.625000
Iteration 128Q: 54 clusters Score -6.476764e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 636 members 
Mstep: Class 3 contains 4130 members 
Mstep: Class 4 contains 5262 members 
Mstep: Class 5 contains 9472 members 
Mstep: Class 6 contains 17243 members 
Mstep: Class 7 contains 11639 members 
Mstep: Class 8 contains 8890 members 
Mstep: Class 9 contains 9165 members 
Mstep: Class 10 contains 29781 members 
Mstep: Class 11 contains 2399 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9412 members 
Mstep: Class 14 contains 14651 members 
Mstep: Class 15 contains 3662 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4572 members 
Mstep: Class 18 contains 11282 members 
Mstep: Class 19 contains 12123 members 
Mstep: Class 20 contains 6261 members 
Mstep: Class 21 contains 26138 members 
Mstep: Class 22 contains 28846 members 
Mstep: Class 23 contains 27920 members 
Mstep: Class 24 contains 36591 members 
Mstep: Class 25 contains 5389 members 
Mstep: Class 26 contains 36084 members 
Mstep: Class 27 contains 4664 members 
Mstep: Class 28 contains 3367 members 
Mstep: Class 29 contains 6359 members 
Mstep: Class 30 contains 89817 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13784 members 
Mstep: Class 33 contains 8400 members 
Mstep: Class 34 contains 4176 members 
Mstep: Class 35 contains 4802 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14042 members 
Mstep: Class 38 contains 9135 members 
Mstep: Class 39 contains 10430 members 
Mstep: Class 40 contains 2212 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14878 members 
Mstep: Class 43 contains 5473 members 
Mstep: Class 44 contains 13130 members 
Mstep: Class 45 contains 22339 members 
Mstep: Class 46 contains 31530 members 
Mstep: Class 47 contains 2967 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10319 members 
Mstep: Class 50 contains 16321 members 
Mstep: Class 51 contains 21196 members 
Mstep: Class 52 contains 903 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767984.000000 Penalty: 175892.625000
Iteration 129Q: 54 clusters Score -6.476798e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 636 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 5260 members 
Mstep: Class 5 contains 9441 members 
Mstep: Class 6 contains 17233 members 
Mstep: Class 7 contains 11586 members 
Mstep: Class 8 contains 8890 members 
Mstep: Class 9 contains 9166 members 
Mstep: Class 10 contains 29776 members 
Mstep: Class 11 contains 2393 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14652 members 
Mstep: Class 15 contains 3662 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4570 members 
Mstep: Class 18 contains 11237 members 
Mstep: Class 19 contains 12101 members 
Mstep: Class 20 contains 6352 members 
Mstep: Class 21 contains 26137 members 
Mstep: Class 22 contains 28922 members 
Mstep: Class 23 contains 27982 members 
Mstep: Class 24 contains 36551 members 
Mstep: Class 25 contains 5385 members 
Mstep: Class 26 contains 35970 members 
Mstep: Class 27 contains 4664 members 
Mstep: Class 28 contains 3365 members 
Mstep: Class 29 contains 6371 members 
Mstep: Class 30 contains 89807 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13778 members 
Mstep: Class 33 contains 8396 members 
Mstep: Class 34 contains 4254 members 
Mstep: Class 35 contains 4804 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14037 members 
Mstep: Class 38 contains 9145 members 
Mstep: Class 39 contains 10433 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14871 members 
Mstep: Class 43 contains 5496 members 
Mstep: Class 44 contains 13138 members 
Mstep: Class 45 contains 22326 members 
Mstep: Class 46 contains 31469 members 
Mstep: Class 47 contains 2967 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10346 members 
Mstep: Class 50 contains 16359 members 
Mstep: Class 51 contains 21223 members 
Mstep: Class 52 contains 903 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768076.000000 Penalty: 175892.625000
Iteration 130Q: 54 clusters Score -6.476808e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 636 members 
Mstep: Class 3 contains 4131 members 
Mstep: Class 4 contains 5261 members 
Mstep: Class 5 contains 9431 members 
Mstep: Class 6 contains 17222 members 
Mstep: Class 7 contains 11535 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 9162 members 
Mstep: Class 10 contains 29769 members 
Mstep: Class 11 contains 2391 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14646 members 
Mstep: Class 15 contains 3662 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 18 contains 11209 members 
Mstep: Class 19 contains 12080 members 
Mstep: Class 20 contains 6419 members 
Mstep: Class 21 contains 26150 members 
Mstep: Class 22 contains 29011 members 
Mstep: Class 23 contains 28032 members 
Mstep: Class 24 contains 36516 members 
Mstep: Class 25 contains 5387 members 
Mstep: Class 26 contains 35860 members 
Mstep: Class 27 contains 4665 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 6374 members 
Mstep: Class 30 contains 89803 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13774 members 
Mstep: Class 33 contains 8393 members 
Mstep: Class 34 contains 4322 members 
Mstep: Class 35 contains 4804 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14033 members 
Mstep: Class 38 contains 9148 members 
Mstep: Class 39 contains 10433 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14859 members 
Mstep: Class 43 contains 5505 members 
Mstep: Class 44 contains 13138 members 
Mstep: Class 45 contains 22330 members 
Mstep: Class 46 contains 31417 members 
Mstep: Class 47 contains 2967 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10377 members 
Mstep: Class 50 contains 16387 members 
Mstep: Class 51 contains 21248 members 
Mstep: Class 52 contains 903 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768156.000000 Penalty: 175892.625000
Iteration 131Q: 54 clusters Score -6.476816e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 636 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 5258 members 
Mstep: Class 5 contains 9411 members 
Mstep: Class 6 contains 17213 members 
Mstep: Class 7 contains 11497 members 
Mstep: Class 8 contains 8894 members 
Mstep: Class 9 contains 9162 members 
Mstep: Class 10 contains 29751 members 
Mstep: Class 11 contains 2385 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14648 members 
Mstep: Class 15 contains 3662 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 12057 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 26156 members 
Mstep: Class 22 contains 29064 members 
Mstep: Class 23 contains 28073 members 
Mstep: Class 24 contains 36485 members 
Mstep: Class 25 contains 5384 members 
Mstep: Class 26 contains 35759 members 
Mstep: Class 27 contains 4665 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 6373 members 
Mstep: Class 30 contains 89796 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13773 members 
Mstep: Class 33 contains 8389 members 
Mstep: Class 34 contains 4375 members 
Mstep: Class 35 contains 4806 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14038 members 
Mstep: Class 38 contains 9159 members 
Mstep: Class 39 contains 10439 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14854 members 
Mstep: Class 43 contains 5521 members 
Mstep: Class 44 contains 13140 members 
Mstep: Class 45 contains 22330 members 
Mstep: Class 46 contains 31379 members 
Mstep: Class 47 contains 2967 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10413 members 
Mstep: Class 50 contains 16415 members 
Mstep: Class 51 contains 21289 members 
Mstep: Class 52 contains 903 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768092.000000 Penalty: 175892.625000
Iteration 132Q: 54 clusters Score -6.476809e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 636 members 
Mstep: Class 3 contains 4137 members 
Mstep: Class 4 contains 5260 members 
Mstep: Class 5 contains 9400 members 
Mstep: Class 6 contains 17210 members 
Mstep: Class 7 contains 11471 members 
Mstep: Class 8 contains 8894 members 
Mstep: Class 9 contains 9162 members 
Mstep: Class 10 contains 29747 members 
Mstep: Class 11 contains 2374 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14650 members 
Mstep: Class 15 contains 3662 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 18 contains 11153 members 
Mstep: Class 19 contains 12035 members 
Mstep: Class 20 contains 6527 members 
Mstep: Class 21 contains 26169 members 
Mstep: Class 22 contains 29093 members 
Mstep: Class 23 contains 28098 members 
Mstep: Class 24 contains 36440 members 
Mstep: Class 25 contains 5386 members 
Mstep: Class 26 contains 35677 members 
Mstep: Class 27 contains 4665 members 
Mstep: Class 28 contains 3361 members 
Mstep: Class 29 contains 6384 members 
Mstep: Class 30 contains 89795 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13767 members 
Mstep: Class 33 contains 8392 members 
Mstep: Class 34 contains 4420 members 
Mstep: Class 35 contains 4808 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14040 members 
Mstep: Class 38 contains 9167 members 
Mstep: Class 39 contains 10446 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14848 members 
Mstep: Class 43 contains 5531 members 
Mstep: Class 44 contains 13142 members 
Mstep: Class 45 contains 22336 members 
Mstep: Class 46 contains 31346 members 
Mstep: Class 47 contains 2967 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10453 members 
Mstep: Class 50 contains 16441 members 
Mstep: Class 51 contains 21307 members 
Mstep: Class 52 contains 903 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768216.000000 Penalty: 175892.625000
Iteration 133Q: 54 clusters Score -6.476822e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 636 members 
Mstep: Class 3 contains 4146 members 
Mstep: Class 4 contains 5262 members 
Mstep: Class 5 contains 9384 members 
Mstep: Class 6 contains 17208 members 
Mstep: Class 7 contains 11445 members 
Mstep: Class 8 contains 8894 members 
Mstep: Class 9 contains 9159 members 
Mstep: Class 10 contains 29745 members 
Mstep: Class 11 contains 2367 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14648 members 
Mstep: Class 15 contains 3662 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4568 members 
Mstep: Class 18 contains 11136 members 
Mstep: Class 19 contains 12015 members 
Mstep: Class 20 contains 6561 members 
Mstep: Class 21 contains 26180 members 
Mstep: Class 22 contains 29120 members 
Mstep: Class 23 contains 28117 members 
Mstep: Class 24 contains 36411 members 
Mstep: Class 25 contains 5388 members 
Mstep: Class 26 contains 35610 members 
Mstep: Class 27 contains 4665 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 6385 members 
Mstep: Class 30 contains 89794 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13763 members 
Mstep: Class 33 contains 8391 members 
Mstep: Class 34 contains 4462 members 
Mstep: Class 35 contains 4810 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14039 members 
Mstep: Class 38 contains 9174 members 
Mstep: Class 39 contains 10452 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14831 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 13143 members 
Mstep: Class 45 contains 22341 members 
Mstep: Class 46 contains 31323 members 
Mstep: Class 47 contains 2967 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10492 members 
Mstep: Class 50 contains 16468 members 
Mstep: Class 51 contains 21332 members 
Mstep: Class 52 contains 903 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768296.000000 Penalty: 175892.625000
Iteration 134Q: 54 clusters Score -6.47683e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 636 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 5262 members 
Mstep: Class 5 contains 9375 members 
Mstep: Class 6 contains 17202 members 
Mstep: Class 7 contains 11426 members 
Mstep: Class 8 contains 8895 members 
Mstep: Class 9 contains 9162 members 
Mstep: Class 10 contains 29754 members 
Mstep: Class 11 contains 2363 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14651 members 
Mstep: Class 15 contains 3663 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 18 contains 11113 members 
Mstep: Class 19 contains 12000 members 
Mstep: Class 20 contains 6580 members 
Mstep: Class 21 contains 26205 members 
Mstep: Class 22 contains 29146 members 
Mstep: Class 23 contains 28129 members 
Mstep: Class 24 contains 36381 members 
Mstep: Class 25 contains 5386 members 
Mstep: Class 26 contains 35569 members 
Mstep: Class 27 contains 4664 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 6389 members 
Mstep: Class 30 contains 89794 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13755 members 
Mstep: Class 33 contains 8393 members 
Mstep: Class 34 contains 4487 members 
Mstep: Class 35 contains 4813 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14041 members 
Mstep: Class 38 contains 9176 members 
Mstep: Class 39 contains 10455 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14828 members 
Mstep: Class 43 contains 5549 members 
Mstep: Class 44 contains 13142 members 
Mstep: Class 45 contains 22342 members 
Mstep: Class 46 contains 31293 members 
Mstep: Class 47 contains 2967 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10524 members 
Mstep: Class 50 contains 16481 members 
Mstep: Class 51 contains 21344 members 
Mstep: Class 52 contains 903 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768204.000000 Penalty: 175892.625000
Iteration 135Q: 54 clusters Score -6.47682e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 636 members 
Mstep: Class 3 contains 4146 members 
Mstep: Class 4 contains 5259 members 
Mstep: Class 5 contains 9366 members 
Mstep: Class 6 contains 17199 members 
Mstep: Class 7 contains 11412 members 
Mstep: Class 8 contains 8896 members 
Mstep: Class 9 contains 9167 members 
Mstep: Class 10 contains 29756 members 
Mstep: Class 11 contains 2360 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14648 members 
Mstep: Class 15 contains 3664 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 18 contains 11086 members 
Mstep: Class 19 contains 11989 members 
Mstep: Class 20 contains 6594 members 
Mstep: Class 21 contains 26228 members 
Mstep: Class 22 contains 29155 members 
Mstep: Class 23 contains 28149 members 
Mstep: Class 24 contains 36356 members 
Mstep: Class 25 contains 5386 members 
Mstep: Class 26 contains 35523 members 
Mstep: Class 27 contains 4664 members 
Mstep: Class 28 contains 3356 members 
Mstep: Class 29 contains 6385 members 
Mstep: Class 30 contains 89794 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13751 members 
Mstep: Class 33 contains 8395 members 
Mstep: Class 34 contains 4512 members 
Mstep: Class 35 contains 4815 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14044 members 
Mstep: Class 38 contains 9191 members 
Mstep: Class 39 contains 10459 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14827 members 
Mstep: Class 43 contains 5557 members 
Mstep: Class 44 contains 13144 members 
Mstep: Class 45 contains 22346 members 
Mstep: Class 46 contains 31261 members 
Mstep: Class 47 contains 2967 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10562 members 
Mstep: Class 50 contains 16491 members 
Mstep: Class 51 contains 21372 members 
Mstep: Class 52 contains 903 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768248.000000 Penalty: 175892.625000
Iteration 136Q: 54 clusters Score -6.476825e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 636 members 
Mstep: Class 3 contains 4144 members 
Mstep: Class 4 contains 5256 members 
Mstep: Class 5 contains 9360 members 
Mstep: Class 6 contains 17201 members 
Mstep: Class 7 contains 11407 members 
Mstep: Class 8 contains 8897 members 
Mstep: Class 9 contains 9169 members 
Mstep: Class 10 contains 29761 members 
Mstep: Class 11 contains 2353 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14649 members 
Mstep: Class 15 contains 3665 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4568 members 
Mstep: Class 18 contains 11058 members 
Mstep: Class 19 contains 11976 members 
Mstep: Class 20 contains 6607 members 
Mstep: Class 21 contains 26242 members 
Mstep: Class 22 contains 29155 members 
Mstep: Class 23 contains 28170 members 
Mstep: Class 24 contains 36331 members 
Mstep: Class 25 contains 5385 members 
Mstep: Class 26 contains 35484 members 
Mstep: Class 27 contains 4664 members 
Mstep: Class 28 contains 3355 members 
Mstep: Class 29 contains 6377 members 
Mstep: Class 30 contains 89792 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13749 members 
Mstep: Class 33 contains 8395 members 
Mstep: Class 34 contains 4535 members 
Mstep: Class 35 contains 4817 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14049 members 
Mstep: Class 38 contains 9206 members 
Mstep: Class 39 contains 10458 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14824 members 
Mstep: Class 43 contains 5565 members 
Mstep: Class 44 contains 13146 members 
Mstep: Class 45 contains 22351 members 
Mstep: Class 46 contains 31234 members 
Mstep: Class 47 contains 2967 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10601 members 
Mstep: Class 50 contains 16498 members 
Mstep: Class 51 contains 21408 members 
Mstep: Class 52 contains 903 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768240.000000 Penalty: 175892.625000
Iteration 137Q: 54 clusters Score -6.476824e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 636 members 
Mstep: Class 3 contains 4142 members 
Mstep: Class 4 contains 5255 members 
Mstep: Class 5 contains 9360 members 
Mstep: Class 6 contains 17196 members 
Mstep: Class 7 contains 11402 members 
Mstep: Class 8 contains 8896 members 
Mstep: Class 9 contains 9172 members 
Mstep: Class 10 contains 29765 members 
Mstep: Class 11 contains 2346 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14654 members 
Mstep: Class 15 contains 3665 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4568 members 
Mstep: Class 18 contains 11041 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 6609 members 
Mstep: Class 21 contains 26257 members 
Mstep: Class 22 contains 29152 members 
Mstep: Class 23 contains 28187 members 
Mstep: Class 24 contains 36303 members 
Mstep: Class 25 contains 5385 members 
Mstep: Class 26 contains 35460 members 
Mstep: Class 27 contains 4664 members 
Mstep: Class 28 contains 3356 members 
Mstep: Class 29 contains 6376 members 
Mstep: Class 30 contains 89790 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13747 members 
Mstep: Class 33 contains 8398 members 
Mstep: Class 34 contains 4558 members 
Mstep: Class 35 contains 4818 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14053 members 
Mstep: Class 38 contains 9221 members 
Mstep: Class 39 contains 10459 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14823 members 
Mstep: Class 43 contains 5570 members 
Mstep: Class 44 contains 13142 members 
Mstep: Class 45 contains 22358 members 
Mstep: Class 46 contains 31215 members 
Mstep: Class 47 contains 2967 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10626 members 
Mstep: Class 50 contains 16507 members 
Mstep: Class 51 contains 21429 members 
Mstep: Class 52 contains 903 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768472.000000 Penalty: 175892.625000
Iteration 138Q: 54 clusters Score -6.476847e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 636 members 
Mstep: Class 3 contains 4139 members 
Mstep: Class 4 contains 5256 members 
Mstep: Class 5 contains 9352 members 
Mstep: Class 6 contains 17196 members 
Mstep: Class 7 contains 11397 members 
Mstep: Class 8 contains 8896 members 
Mstep: Class 9 contains 9172 members 
Mstep: Class 10 contains 29757 members 
Mstep: Class 11 contains 2343 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14654 members 
Mstep: Class 15 contains 3664 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4568 members 
Mstep: Class 18 contains 11023 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 6612 members 
Mstep: Class 21 contains 26264 members 
Mstep: Class 22 contains 29157 members 
Mstep: Class 23 contains 28200 members 
Mstep: Class 24 contains 36297 members 
Mstep: Class 25 contains 5385 members 
Mstep: Class 26 contains 35423 members 
Mstep: Class 27 contains 4664 members 
Mstep: Class 28 contains 3355 members 
Mstep: Class 29 contains 6388 members 
Mstep: Class 30 contains 89788 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13746 members 
Mstep: Class 33 contains 8400 members 
Mstep: Class 34 contains 4580 members 
Mstep: Class 35 contains 4819 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14050 members 
Mstep: Class 38 contains 9239 members 
Mstep: Class 39 contains 10459 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14822 members 
Mstep: Class 43 contains 5572 members 
Mstep: Class 44 contains 13144 members 
Mstep: Class 45 contains 22357 members 
Mstep: Class 46 contains 31205 members 
Mstep: Class 47 contains 2967 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10646 members 
Mstep: Class 50 contains 16518 members 
Mstep: Class 51 contains 21446 members 
Mstep: Class 52 contains 903 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768472.000000 Penalty: 175892.625000
Iteration 139Q: 54 clusters Score -6.476847e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 636 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 5256 members 
Mstep: Class 5 contains 9335 members 
Mstep: Class 6 contains 17192 members 
Mstep: Class 7 contains 11398 members 
Mstep: Class 8 contains 8896 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 29757 members 
Mstep: Class 11 contains 2339 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14654 members 
Mstep: Class 15 contains 3664 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4567 members 
Mstep: Class 18 contains 11012 members 
Mstep: Class 19 contains 11930 members 
Mstep: Class 20 contains 6619 members 
Mstep: Class 21 contains 26265 members 
Mstep: Class 22 contains 29143 members 
Mstep: Class 23 contains 28208 members 
Mstep: Class 24 contains 36295 members 
Mstep: Class 25 contains 5388 members 
Mstep: Class 26 contains 35400 members 
Mstep: Class 27 contains 4665 members 
Mstep: Class 28 contains 3356 members 
Mstep: Class 29 contains 6398 members 
Mstep: Class 30 contains 89787 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13745 members 
Mstep: Class 33 contains 8400 members 
Mstep: Class 34 contains 4594 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14058 members 
Mstep: Class 38 contains 9252 members 
Mstep: Class 39 contains 10459 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14821 members 
Mstep: Class 43 contains 5572 members 
Mstep: Class 44 contains 13145 members 
Mstep: Class 45 contains 22354 members 
Mstep: Class 46 contains 31199 members 
Mstep: Class 47 contains 2967 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10670 members 
Mstep: Class 50 contains 16536 members 
Mstep: Class 51 contains 21457 members 
Mstep: Class 52 contains 903 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768536.000000 Penalty: 175892.625000
Iteration 140F: 54 clusters Score -6.476854e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 3 contains 4141 members 
Mstep: Class 4 contains 5256 members 
Mstep: Class 5 contains 9321 members 
Mstep: Class 6 contains 17189 members 
Mstep: Class 7 contains 11397 members 
Mstep: Class 8 contains 8896 members 
Mstep: Class 9 contains 9170 members 
Mstep: Class 10 contains 29735 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14653 members 
Mstep: Class 15 contains 3664 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4566 members 
Mstep: Class 18 contains 10997 members 
Mstep: Class 19 contains 11916 members 
Mstep: Class 20 contains 6637 members 
Mstep: Class 21 contains 26241 members 
Mstep: Class 22 contains 29132 members 
Mstep: Class 23 contains 28221 members 
Mstep: Class 24 contains 36283 members 
Mstep: Class 25 contains 5388 members 
Mstep: Class 26 contains 35377 members 
Mstep: Class 27 contains 4665 members 
Mstep: Class 28 contains 3357 members 
Mstep: Class 29 contains 6415 members 
Mstep: Class 30 contains 89787 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13745 members 
Mstep: Class 33 contains 8399 members 
Mstep: Class 34 contains 4658 members 
Mstep: Class 35 contains 4822 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14050 members 
Mstep: Class 38 contains 9268 members 
Mstep: Class 39 contains 10463 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14825 members 
Mstep: Class 43 contains 5574 members 
Mstep: Class 44 contains 13145 members 
Mstep: Class 45 contains 22356 members 
Mstep: Class 46 contains 31187 members 
Mstep: Class 47 contains 2967 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10690 members 
Mstep: Class 50 contains 16551 members 
Mstep: Class 51 contains 21463 members 
Mstep: Class 52 contains 907 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768604.000000 Penalty: 175892.625000
Iteration 141Q: 54 clusters Score -6.47686e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4146 members 
Mstep: Class 4 contains 5256 members 
Mstep: Class 5 contains 9310 members 
Mstep: Class 6 contains 17188 members 
Mstep: Class 7 contains 11398 members 
Mstep: Class 8 contains 8896 members 
Mstep: Class 9 contains 9170 members 
Mstep: Class 10 contains 29706 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14655 members 
Mstep: Class 15 contains 3664 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4566 members 
Mstep: Class 18 contains 10986 members 
Mstep: Class 19 contains 11902 members 
Mstep: Class 20 contains 6650 members 
Mstep: Class 21 contains 26206 members 
Mstep: Class 22 contains 29127 members 
Mstep: Class 23 contains 28236 members 
Mstep: Class 24 contains 36265 members 
Mstep: Class 25 contains 5385 members 
Mstep: Class 26 contains 35354 members 
Mstep: Class 27 contains 4665 members 
Mstep: Class 28 contains 3357 members 
Mstep: Class 29 contains 6421 members 
Mstep: Class 30 contains 89788 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13744 members 
Mstep: Class 33 contains 8398 members 
Mstep: Class 34 contains 4740 members 
Mstep: Class 35 contains 4823 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14046 members 
Mstep: Class 38 contains 9276 members 
Mstep: Class 39 contains 10466 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14826 members 
Mstep: Class 43 contains 5575 members 
Mstep: Class 44 contains 13145 members 
Mstep: Class 45 contains 22351 members 
Mstep: Class 46 contains 31173 members 
Mstep: Class 47 contains 2967 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10705 members 
Mstep: Class 50 contains 16570 members 
Mstep: Class 51 contains 21483 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768712.000000 Penalty: 175892.625000
Iteration 142Q: 54 clusters Score -6.476871e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4144 members 
Mstep: Class 4 contains 5256 members 
Mstep: Class 5 contains 9296 members 
Mstep: Class 6 contains 17187 members 
Mstep: Class 7 contains 11396 members 
Mstep: Class 8 contains 8896 members 
Mstep: Class 9 contains 9168 members 
Mstep: Class 10 contains 29690 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14657 members 
Mstep: Class 15 contains 3662 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4566 members 
Mstep: Class 18 contains 10975 members 
Mstep: Class 19 contains 11887 members 
Mstep: Class 20 contains 6666 members 
Mstep: Class 21 contains 26187 members 
Mstep: Class 22 contains 29123 members 
Mstep: Class 23 contains 28243 members 
Mstep: Class 24 contains 36247 members 
Mstep: Class 25 contains 5387 members 
Mstep: Class 26 contains 35324 members 
Mstep: Class 27 contains 4665 members 
Mstep: Class 28 contains 3358 members 
Mstep: Class 29 contains 6419 members 
Mstep: Class 30 contains 89790 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13744 members 
Mstep: Class 33 contains 8397 members 
Mstep: Class 34 contains 4813 members 
Mstep: Class 35 contains 4823 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14051 members 
Mstep: Class 38 contains 9287 members 
Mstep: Class 39 contains 10466 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14827 members 
Mstep: Class 43 contains 5576 members 
Mstep: Class 44 contains 13143 members 
Mstep: Class 45 contains 22349 members 
Mstep: Class 46 contains 31153 members 
Mstep: Class 47 contains 2967 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10725 members 
Mstep: Class 50 contains 16588 members 
Mstep: Class 51 contains 21507 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768912.000000 Penalty: 175892.625000
Iteration 143Q: 54 clusters Score -6.476891e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4146 members 
Mstep: Class 4 contains 5256 members 
Mstep: Class 5 contains 9290 members 
Mstep: Class 6 contains 17189 members 
Mstep: Class 7 contains 11394 members 
Mstep: Class 8 contains 8897 members 
Mstep: Class 9 contains 9167 members 
Mstep: Class 10 contains 29663 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 3658 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4565 members 
Mstep: Class 18 contains 10969 members 
Mstep: Class 19 contains 11872 members 
Mstep: Class 20 contains 6679 members 
Mstep: Class 21 contains 26160 members 
Mstep: Class 22 contains 29120 members 
Mstep: Class 23 contains 28247 members 
Mstep: Class 24 contains 36230 members 
Mstep: Class 25 contains 5389 members 
Mstep: Class 26 contains 35306 members 
Mstep: Class 27 contains 4665 members 
Mstep: Class 28 contains 3354 members 
Mstep: Class 29 contains 6423 members 
Mstep: Class 30 contains 89791 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13742 members 
Mstep: Class 33 contains 8394 members 
Mstep: Class 34 contains 4870 members 
Mstep: Class 35 contains 4823 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14059 members 
Mstep: Class 38 contains 9294 members 
Mstep: Class 39 contains 10469 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14827 members 
Mstep: Class 43 contains 5579 members 
Mstep: Class 44 contains 13143 members 
Mstep: Class 45 contains 22346 members 
Mstep: Class 46 contains 31144 members 
Mstep: Class 47 contains 2967 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10742 members 
Mstep: Class 50 contains 16604 members 
Mstep: Class 51 contains 21530 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768952.000000 Penalty: 175892.625000
Iteration 144Q: 54 clusters Score -6.476895e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 5256 members 
Mstep: Class 5 contains 9279 members 
Mstep: Class 6 contains 17190 members 
Mstep: Class 7 contains 11391 members 
Mstep: Class 8 contains 8897 members 
Mstep: Class 9 contains 9164 members 
Mstep: Class 10 contains 29637 members 
Mstep: Class 11 contains 2333 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14660 members 
Mstep: Class 15 contains 3660 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4565 members 
Mstep: Class 18 contains 10965 members 
Mstep: Class 19 contains 11861 members 
Mstep: Class 20 contains 6690 members 
Mstep: Class 21 contains 26134 members 
Mstep: Class 22 contains 29128 members 
Mstep: Class 23 contains 28249 members 
Mstep: Class 24 contains 36211 members 
Mstep: Class 25 contains 5386 members 
Mstep: Class 26 contains 35280 members 
Mstep: Class 27 contains 4665 members 
Mstep: Class 28 contains 3354 members 
Mstep: Class 29 contains 6417 members 
Mstep: Class 30 contains 89792 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13740 members 
Mstep: Class 33 contains 8390 members 
Mstep: Class 34 contains 4938 members 
Mstep: Class 35 contains 4823 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14057 members 
Mstep: Class 38 contains 9302 members 
Mstep: Class 39 contains 10476 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14827 members 
Mstep: Class 43 contains 5584 members 
Mstep: Class 44 contains 13148 members 
Mstep: Class 45 contains 22342 members 
Mstep: Class 46 contains 31135 members 
Mstep: Class 47 contains 2967 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10753 members 
Mstep: Class 50 contains 16619 members 
Mstep: Class 51 contains 21556 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769020.000000 Penalty: 175892.625000
Iteration 145Q: 54 clusters Score -6.476902e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4146 members 
Mstep: Class 4 contains 5256 members 
Mstep: Class 5 contains 9267 members 
Mstep: Class 6 contains 17189 members 
Mstep: Class 7 contains 11387 members 
Mstep: Class 8 contains 8897 members 
Mstep: Class 9 contains 9167 members 
Mstep: Class 10 contains 29618 members 
Mstep: Class 11 contains 2330 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14658 members 
Mstep: Class 15 contains 3658 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10960 members 
Mstep: Class 19 contains 11853 members 
Mstep: Class 20 contains 6697 members 
Mstep: Class 21 contains 26118 members 
Mstep: Class 22 contains 29140 members 
Mstep: Class 23 contains 28257 members 
Mstep: Class 24 contains 36198 members 
Mstep: Class 25 contains 5390 members 
Mstep: Class 26 contains 35255 members 
Mstep: Class 27 contains 4665 members 
Mstep: Class 28 contains 3354 members 
Mstep: Class 29 contains 6412 members 
Mstep: Class 30 contains 89793 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13738 members 
Mstep: Class 33 contains 8387 members 
Mstep: Class 34 contains 4977 members 
Mstep: Class 35 contains 4823 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14064 members 
Mstep: Class 38 contains 9312 members 
Mstep: Class 39 contains 10478 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14826 members 
Mstep: Class 43 contains 5586 members 
Mstep: Class 44 contains 13148 members 
Mstep: Class 45 contains 22340 members 
Mstep: Class 46 contains 31115 members 
Mstep: Class 47 contains 2967 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10760 members 
Mstep: Class 50 contains 16634 members 
Mstep: Class 51 contains 21594 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768940.000000 Penalty: 175892.625000
Iteration 146Q: 54 clusters Score -6.476894e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4145 members 
Mstep: Class 4 contains 5256 members 
Mstep: Class 5 contains 9255 members 
Mstep: Class 6 contains 17186 members 
Mstep: Class 7 contains 11381 members 
Mstep: Class 8 contains 8898 members 
Mstep: Class 9 contains 9165 members 
Mstep: Class 10 contains 29603 members 
Mstep: Class 11 contains 2326 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14658 members 
Mstep: Class 15 contains 3659 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10956 members 
Mstep: Class 19 contains 11848 members 
Mstep: Class 20 contains 6709 members 
Mstep: Class 21 contains 26102 members 
Mstep: Class 22 contains 29154 members 
Mstep: Class 23 contains 28263 members 
Mstep: Class 24 contains 36176 members 
Mstep: Class 25 contains 5387 members 
Mstep: Class 26 contains 35234 members 
Mstep: Class 27 contains 4665 members 
Mstep: Class 28 contains 3354 members 
Mstep: Class 29 contains 6412 members 
Mstep: Class 30 contains 89793 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13740 members 
Mstep: Class 33 contains 8387 members 
Mstep: Class 34 contains 5035 members 
Mstep: Class 35 contains 4823 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14057 members 
Mstep: Class 38 contains 9317 members 
Mstep: Class 39 contains 10482 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14829 members 
Mstep: Class 43 contains 5588 members 
Mstep: Class 44 contains 13148 members 
Mstep: Class 45 contains 22340 members 
Mstep: Class 46 contains 31101 members 
Mstep: Class 47 contains 2967 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10763 members 
Mstep: Class 50 contains 16649 members 
Mstep: Class 51 contains 21609 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768756.000000 Penalty: 175892.625000
Iteration 147Q: 54 clusters Score -6.476876e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4149 members 
Mstep: Class 4 contains 5255 members 
Mstep: Class 5 contains 9237 members 
Mstep: Class 6 contains 17184 members 
Mstep: Class 7 contains 11377 members 
Mstep: Class 8 contains 8899 members 
Mstep: Class 9 contains 9162 members 
Mstep: Class 10 contains 29591 members 
Mstep: Class 11 contains 2324 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14657 members 
Mstep: Class 15 contains 3659 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10948 members 
Mstep: Class 19 contains 11835 members 
Mstep: Class 20 contains 6718 members 
Mstep: Class 21 contains 26086 members 
Mstep: Class 22 contains 29169 members 
Mstep: Class 23 contains 28274 members 
Mstep: Class 24 contains 36156 members 
Mstep: Class 25 contains 5383 members 
Mstep: Class 26 contains 35210 members 
Mstep: Class 27 contains 4665 members 
Mstep: Class 28 contains 3355 members 
Mstep: Class 29 contains 6419 members 
Mstep: Class 30 contains 89793 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13738 members 
Mstep: Class 33 contains 8389 members 
Mstep: Class 34 contains 5076 members 
Mstep: Class 35 contains 4823 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14054 members 
Mstep: Class 38 contains 9315 members 
Mstep: Class 39 contains 10486 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14831 members 
Mstep: Class 43 contains 5596 members 
Mstep: Class 44 contains 13149 members 
Mstep: Class 45 contains 22342 members 
Mstep: Class 46 contains 31084 members 
Mstep: Class 47 contains 2967 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10770 members 
Mstep: Class 50 contains 16665 members 
Mstep: Class 51 contains 21636 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768908.000000 Penalty: 175892.625000
Iteration 148Q: 54 clusters Score -6.476891e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4150 members 
Mstep: Class 4 contains 5256 members 
Mstep: Class 5 contains 9223 members 
Mstep: Class 6 contains 17181 members 
Mstep: Class 7 contains 11371 members 
Mstep: Class 8 contains 8900 members 
Mstep: Class 9 contains 9164 members 
Mstep: Class 10 contains 29573 members 
Mstep: Class 11 contains 2322 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14656 members 
Mstep: Class 15 contains 3658 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10940 members 
Mstep: Class 19 contains 11824 members 
Mstep: Class 20 contains 6727 members 
Mstep: Class 21 contains 26082 members 
Mstep: Class 22 contains 29183 members 
Mstep: Class 23 contains 28277 members 
Mstep: Class 24 contains 36141 members 
Mstep: Class 25 contains 5380 members 
Mstep: Class 26 contains 35183 members 
Mstep: Class 27 contains 4665 members 
Mstep: Class 28 contains 3354 members 
Mstep: Class 29 contains 6417 members 
Mstep: Class 30 contains 89791 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13740 members 
Mstep: Class 33 contains 8393 members 
Mstep: Class 34 contains 5121 members 
Mstep: Class 35 contains 4823 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14049 members 
Mstep: Class 38 contains 9320 members 
Mstep: Class 39 contains 10490 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14832 members 
Mstep: Class 43 contains 5604 members 
Mstep: Class 44 contains 13150 members 
Mstep: Class 45 contains 22342 members 
Mstep: Class 46 contains 31072 members 
Mstep: Class 47 contains 2967 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10779 members 
Mstep: Class 50 contains 16678 members 
Mstep: Class 51 contains 21655 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769052.000000 Penalty: 175892.625000
Iteration 149Q: 54 clusters Score -6.476905e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4149 members 
Mstep: Class 4 contains 5255 members 
Mstep: Class 5 contains 9212 members 
Mstep: Class 6 contains 17180 members 
Mstep: Class 7 contains 11370 members 
Mstep: Class 8 contains 8900 members 
Mstep: Class 9 contains 9164 members 
Mstep: Class 10 contains 29560 members 
Mstep: Class 11 contains 2317 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14658 members 
Mstep: Class 15 contains 3656 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4565 members 
Mstep: Class 18 contains 10931 members 
Mstep: Class 19 contains 11804 members 
Mstep: Class 20 contains 6734 members 
Mstep: Class 21 contains 26080 members 
Mstep: Class 22 contains 29186 members 
Mstep: Class 23 contains 28280 members 
Mstep: Class 24 contains 36125 members 
Mstep: Class 25 contains 5379 members 
Mstep: Class 26 contains 35160 members 
Mstep: Class 27 contains 4665 members 
Mstep: Class 28 contains 3354 members 
Mstep: Class 29 contains 6424 members 
Mstep: Class 30 contains 89791 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13737 members 
Mstep: Class 33 contains 8399 members 
Mstep: Class 34 contains 5157 members 
Mstep: Class 35 contains 4823 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14047 members 
Mstep: Class 38 contains 9326 members 
Mstep: Class 39 contains 10495 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14832 members 
Mstep: Class 43 contains 5607 members 
Mstep: Class 44 contains 13152 members 
Mstep: Class 45 contains 22342 members 
Mstep: Class 46 contains 31061 members 
Mstep: Class 47 contains 2967 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10794 members 
Mstep: Class 50 contains 16698 members 
Mstep: Class 51 contains 21668 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769064.000000 Penalty: 175892.625000
Iteration 150Q: 54 clusters Score -6.476906e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 5255 members 
Mstep: Class 5 contains 9207 members 
Mstep: Class 6 contains 17181 members 
Mstep: Class 7 contains 11369 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 9163 members 
Mstep: Class 10 contains 29542 members 
Mstep: Class 11 contains 2310 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14658 members 
Mstep: Class 15 contains 3655 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4565 members 
Mstep: Class 18 contains 10920 members 
Mstep: Class 19 contains 11787 members 
Mstep: Class 20 contains 6745 members 
Mstep: Class 21 contains 26073 members 
Mstep: Class 22 contains 29182 members 
Mstep: Class 23 contains 28284 members 
Mstep: Class 24 contains 36112 members 
Mstep: Class 25 contains 5377 members 
Mstep: Class 26 contains 35148 members 
Mstep: Class 27 contains 4663 members 
Mstep: Class 28 contains 3354 members 
Mstep: Class 29 contains 6423 members 
Mstep: Class 30 contains 89794 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13735 members 
Mstep: Class 33 contains 8406 members 
Mstep: Class 34 contains 5201 members 
Mstep: Class 35 contains 4823 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14055 members 
Mstep: Class 38 contains 9334 members 
Mstep: Class 39 contains 10496 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14833 members 
Mstep: Class 43 contains 5609 members 
Mstep: Class 44 contains 13157 members 
Mstep: Class 45 contains 22338 members 
Mstep: Class 46 contains 31043 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10804 members 
Mstep: Class 50 contains 16712 members 
Mstep: Class 51 contains 21688 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769044.000000 Penalty: 175892.625000
Iteration 151Q: 54 clusters Score -6.476904e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 5256 members 
Mstep: Class 5 contains 9198 members 
Mstep: Class 6 contains 17181 members 
Mstep: Class 7 contains 11367 members 
Mstep: Class 8 contains 8900 members 
Mstep: Class 9 contains 9159 members 
Mstep: Class 10 contains 29545 members 
Mstep: Class 11 contains 2306 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14655 members 
Mstep: Class 15 contains 3653 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4565 members 
Mstep: Class 18 contains 10913 members 
Mstep: Class 19 contains 11772 members 
Mstep: Class 20 contains 6753 members 
Mstep: Class 21 contains 26072 members 
Mstep: Class 22 contains 29178 members 
Mstep: Class 23 contains 28293 members 
Mstep: Class 24 contains 36091 members 
Mstep: Class 25 contains 5375 members 
Mstep: Class 26 contains 35127 members 
Mstep: Class 27 contains 4663 members 
Mstep: Class 28 contains 3354 members 
Mstep: Class 29 contains 6437 members 
Mstep: Class 30 contains 89795 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13735 members 
Mstep: Class 33 contains 8406 members 
Mstep: Class 34 contains 5235 members 
Mstep: Class 35 contains 4823 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14057 members 
Mstep: Class 38 contains 9347 members 
Mstep: Class 39 contains 10498 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14835 members 
Mstep: Class 43 contains 5610 members 
Mstep: Class 44 contains 13160 members 
Mstep: Class 45 contains 22338 members 
Mstep: Class 46 contains 31030 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10812 members 
Mstep: Class 50 contains 16721 members 
Mstep: Class 51 contains 21705 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769104.000000 Penalty: 175892.625000
Iteration 152Q: 54 clusters Score -6.47691e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 5258 members 
Mstep: Class 5 contains 9190 members 
Mstep: Class 6 contains 17179 members 
Mstep: Class 7 contains 11365 members 
Mstep: Class 8 contains 8899 members 
Mstep: Class 9 contains 9155 members 
Mstep: Class 10 contains 29557 members 
Mstep: Class 11 contains 2302 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14656 members 
Mstep: Class 15 contains 3653 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4565 members 
Mstep: Class 18 contains 10905 members 
Mstep: Class 19 contains 11751 members 
Mstep: Class 20 contains 6760 members 
Mstep: Class 21 contains 26071 members 
Mstep: Class 22 contains 29169 members 
Mstep: Class 23 contains 28300 members 
Mstep: Class 24 contains 36080 members 
Mstep: Class 25 contains 5371 members 
Mstep: Class 26 contains 35114 members 
Mstep: Class 27 contains 4663 members 
Mstep: Class 28 contains 3353 members 
Mstep: Class 29 contains 6444 members 
Mstep: Class 30 contains 89797 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13732 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 5256 members 
Mstep: Class 35 contains 4823 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14053 members 
Mstep: Class 38 contains 9355 members 
Mstep: Class 39 contains 10502 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14837 members 
Mstep: Class 43 contains 5614 members 
Mstep: Class 44 contains 13164 members 
Mstep: Class 45 contains 22336 members 
Mstep: Class 46 contains 31021 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10827 members 
Mstep: Class 50 contains 16729 members 
Mstep: Class 51 contains 21715 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768916.000000 Penalty: 175892.625000
Iteration 153Q: 54 clusters Score -6.476892e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4146 members 
Mstep: Class 4 contains 5260 members 
Mstep: Class 5 contains 9187 members 
Mstep: Class 6 contains 17175 members 
Mstep: Class 7 contains 11366 members 
Mstep: Class 8 contains 8899 members 
Mstep: Class 9 contains 9158 members 
Mstep: Class 10 contains 29552 members 
Mstep: Class 11 contains 2302 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14657 members 
Mstep: Class 15 contains 3653 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4565 members 
Mstep: Class 18 contains 10898 members 
Mstep: Class 19 contains 11732 members 
Mstep: Class 20 contains 6762 members 
Mstep: Class 21 contains 26082 members 
Mstep: Class 22 contains 29165 members 
Mstep: Class 23 contains 28300 members 
Mstep: Class 24 contains 36074 members 
Mstep: Class 25 contains 5370 members 
Mstep: Class 26 contains 35103 members 
Mstep: Class 27 contains 4663 members 
Mstep: Class 28 contains 3352 members 
Mstep: Class 29 contains 6444 members 
Mstep: Class 30 contains 89797 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13730 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 5274 members 
Mstep: Class 35 contains 4823 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14053 members 
Mstep: Class 38 contains 9360 members 
Mstep: Class 39 contains 10503 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14841 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 13166 members 
Mstep: Class 45 contains 22339 members 
Mstep: Class 46 contains 31016 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10840 members 
Mstep: Class 50 contains 16730 members 
Mstep: Class 51 contains 21730 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768960.000000 Penalty: 175892.625000
Iteration 154Q: 54 clusters Score -6.476896e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4149 members 
Mstep: Class 4 contains 5261 members 
Mstep: Class 5 contains 9184 members 
Mstep: Class 6 contains 17174 members 
Mstep: Class 7 contains 11366 members 
Mstep: Class 8 contains 8898 members 
Mstep: Class 9 contains 9157 members 
Mstep: Class 10 contains 29546 members 
Mstep: Class 11 contains 2301 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14657 members 
Mstep: Class 15 contains 3652 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4565 members 
Mstep: Class 18 contains 10891 members 
Mstep: Class 19 contains 11727 members 
Mstep: Class 20 contains 6764 members 
Mstep: Class 21 contains 26091 members 
Mstep: Class 22 contains 29165 members 
Mstep: Class 23 contains 28300 members 
Mstep: Class 24 contains 36069 members 
Mstep: Class 25 contains 5370 members 
Mstep: Class 26 contains 35091 members 
Mstep: Class 27 contains 4663 members 
Mstep: Class 28 contains 3352 members 
Mstep: Class 29 contains 6428 members 
Mstep: Class 30 contains 89798 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13732 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 5300 members 
Mstep: Class 35 contains 4823 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14050 members 
Mstep: Class 38 contains 9373 members 
Mstep: Class 39 contains 10505 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14844 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 13171 members 
Mstep: Class 45 contains 22339 members 
Mstep: Class 46 contains 31014 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10845 members 
Mstep: Class 50 contains 16736 members 
Mstep: Class 51 contains 21732 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768840.000000 Penalty: 175892.625000
Iteration 155Q: 54 clusters Score -6.476884e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4150 members 
Mstep: Class 4 contains 5261 members 
Mstep: Class 5 contains 9184 members 
Mstep: Class 6 contains 17170 members 
Mstep: Class 7 contains 11365 members 
Mstep: Class 8 contains 8898 members 
Mstep: Class 9 contains 9154 members 
Mstep: Class 10 contains 29548 members 
Mstep: Class 11 contains 2300 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14656 members 
Mstep: Class 15 contains 3652 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4565 members 
Mstep: Class 18 contains 10880 members 
Mstep: Class 19 contains 11720 members 
Mstep: Class 20 contains 6766 members 
Mstep: Class 21 contains 26096 members 
Mstep: Class 22 contains 29160 members 
Mstep: Class 23 contains 28303 members 
Mstep: Class 24 contains 36064 members 
Mstep: Class 25 contains 5371 members 
Mstep: Class 26 contains 35083 members 
Mstep: Class 27 contains 4663 members 
Mstep: Class 28 contains 3353 members 
Mstep: Class 29 contains 6415 members 
Mstep: Class 30 contains 89799 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13732 members 
Mstep: Class 33 contains 8408 members 
Mstep: Class 34 contains 5317 members 
Mstep: Class 35 contains 4823 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14048 members 
Mstep: Class 38 contains 9380 members 
Mstep: Class 39 contains 10506 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14848 members 
Mstep: Class 43 contains 5618 members 
Mstep: Class 44 contains 13172 members 
Mstep: Class 45 contains 22343 members 
Mstep: Class 46 contains 31009 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10855 members 
Mstep: Class 50 contains 16740 members 
Mstep: Class 51 contains 21746 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768928.000000 Penalty: 175892.625000
Iteration 156Q: 54 clusters Score -6.476893e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 5261 members 
Mstep: Class 5 contains 9182 members 
Mstep: Class 6 contains 17170 members 
Mstep: Class 7 contains 11363 members 
Mstep: Class 8 contains 8898 members 
Mstep: Class 9 contains 9152 members 
Mstep: Class 10 contains 29550 members 
Mstep: Class 11 contains 2301 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14657 members 
Mstep: Class 15 contains 3652 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4565 members 
Mstep: Class 18 contains 10877 members 
Mstep: Class 19 contains 11714 members 
Mstep: Class 20 contains 6765 members 
Mstep: Class 21 contains 26097 members 
Mstep: Class 22 contains 29153 members 
Mstep: Class 23 contains 28306 members 
Mstep: Class 24 contains 36047 members 
Mstep: Class 25 contains 5369 members 
Mstep: Class 26 contains 35077 members 
Mstep: Class 27 contains 4662 members 
Mstep: Class 28 contains 3355 members 
Mstep: Class 29 contains 6409 members 
Mstep: Class 30 contains 89799 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13732 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 5331 members 
Mstep: Class 35 contains 4823 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14050 members 
Mstep: Class 38 contains 9387 members 
Mstep: Class 39 contains 10507 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14852 members 
Mstep: Class 43 contains 5620 members 
Mstep: Class 44 contains 13172 members 
Mstep: Class 45 contains 22345 members 
Mstep: Class 46 contains 31010 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10864 members 
Mstep: Class 50 contains 16747 members 
Mstep: Class 51 contains 21754 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768884.000000 Penalty: 175892.625000
Iteration 157Q: 54 clusters Score -6.476888e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4142 members 
Mstep: Class 4 contains 5261 members 
Mstep: Class 5 contains 9187 members 
Mstep: Class 6 contains 17169 members 
Mstep: Class 7 contains 11362 members 
Mstep: Class 8 contains 8898 members 
Mstep: Class 9 contains 9154 members 
Mstep: Class 10 contains 29555 members 
Mstep: Class 11 contains 2301 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14653 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4566 members 
Mstep: Class 18 contains 10873 members 
Mstep: Class 19 contains 11710 members 
Mstep: Class 20 contains 6766 members 
Mstep: Class 21 contains 26107 members 
Mstep: Class 22 contains 29154 members 
Mstep: Class 23 contains 28309 members 
Mstep: Class 24 contains 36027 members 
Mstep: Class 25 contains 5370 members 
Mstep: Class 26 contains 35067 members 
Mstep: Class 27 contains 4663 members 
Mstep: Class 28 contains 3354 members 
Mstep: Class 29 contains 6402 members 
Mstep: Class 30 contains 89798 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13733 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 5329 members 
Mstep: Class 35 contains 4823 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14056 members 
Mstep: Class 38 contains 9398 members 
Mstep: Class 39 contains 10507 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14854 members 
Mstep: Class 43 contains 5620 members 
Mstep: Class 44 contains 13172 members 
Mstep: Class 45 contains 22346 members 
Mstep: Class 46 contains 31010 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10871 members 
Mstep: Class 50 contains 16752 members 
Mstep: Class 51 contains 21769 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769016.000000 Penalty: 175892.625000
Iteration 158Q: 54 clusters Score -6.476902e+07 nChanged 160
Entering ConstructFrom: 
Score: -64769016.000000 Penalty: 175892.625000
Entering ConstructFrom: 
Trying to split cluster 1 (11699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Entering Unmasked Estep 
Score: -1151478.250000 Penalty: 2323.080322
	Iteration 0F: 2 clusters Score -1151478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1142720.750000 Penalty: 4646.160645
	Iteration 0F: 3 clusters Score -1142721 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1145379.875000 Penalty: 4646.160645
	Iteration 1F: 3 clusters Score -1145380 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1145878.250000 Penalty: 4646.160645
	Iteration 2F: 3 clusters Score -1145878 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1146306.125000 Penalty: 4646.160645
	Iteration 3F: 3 clusters Score -1146306 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1146668.875000 Penalty: 4646.160645
	Iteration 4F: 3 clusters Score -1146669 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1146965.750000 Penalty: 4646.160645
	Iteration 5Q: 3 clusters Score -1146966 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1147225.750000 Penalty: 4646.160645
	Iteration 6Q: 3 clusters Score -1147226 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1147508.125000 Penalty: 4646.160645
	Iteration 7Q: 3 clusters Score -1147508 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1147780.000000 Penalty: 4646.160645
	Iteration 8Q: 3 clusters Score -1147780 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1148044.875000 Penalty: 4646.160645
	Iteration 9Q: 3 clusters Score -1148045 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1148350.250000 Penalty: 4646.160645
	Iteration 10Q: 3 clusters Score -1148350 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1148660.625000 Penalty: 4646.160645
	Iteration 11Q: 3 clusters Score -1148661 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1148928.500000 Penalty: 4646.160645
	Iteration 12Q: 3 clusters Score -1148928 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1149123.250000 Penalty: 4646.160645
	Iteration 13Q: 3 clusters Score -1149123 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1149288.000000 Penalty: 4646.160645
	Iteration 14Q: 3 clusters Score -1149288 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1149425.125000 Penalty: 4646.160645
	Iteration 15Q: 3 clusters Score -1149425 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1149536.375000 Penalty: 4646.160645
	Iteration 16Q: 3 clusters Score -1149536 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1149621.750000 Penalty: 4646.160645
	Iteration 17Q: 3 clusters Score -1149622 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1149685.125000 Penalty: 4646.160645
	Iteration 18Q: 3 clusters Score -1149685 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1149738.625000 Penalty: 4646.160645
	Iteration 19Q: 3 clusters Score -1149739 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1149783.375000 Penalty: 4646.160645
	Iteration 20F: 3 clusters Score -1149783 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1149831.000000 Penalty: 4646.160645
	Iteration 21Q: 3 clusters Score -1149831 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1149870.000000 Penalty: 4646.160645
	Iteration 22Q: 3 clusters Score -1149870 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1149902.375000 Penalty: 4646.160645
	Iteration 23Q: 3 clusters Score -1149902 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1149931.375000 Penalty: 4646.160645
	Iteration 24Q: 3 clusters Score -1149931 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1149947.500000 Penalty: 4646.160645
	Iteration 25Q: 3 clusters Score -1149948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1149961.125000 Penalty: 4646.160645
	Iteration 26Q: 3 clusters Score -1149961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1149966.375000 Penalty: 4646.160645
	Iteration 27Q: 3 clusters Score -1149966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1149973.250000 Penalty: 4646.160645
	Iteration 28Q: 3 clusters Score -1149973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1149977.625000 Penalty: 4646.160645
	Iteration 29Q: 3 clusters Score -1149978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1149981.000000 Penalty: 4646.160645
	Iteration 30Q: 3 clusters Score -1149981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1149989.750000 Penalty: 4646.160645
	Iteration 31Q: 3 clusters Score -1149990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1149991.375000 Penalty: 4646.160645
	Iteration 32Q: 3 clusters Score -1149991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1149996.250000 Penalty: 4646.160645
	Iteration 33Q: 3 clusters Score -1149996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1150001.375000 Penalty: 4646.160645
	Iteration 34Q: 3 clusters Score -1150001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1150003.250000 Penalty: 4646.160645
	Iteration 35Q: 3 clusters Score -1150003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1150007.000000 Penalty: 4646.160645
	Iteration 36Q: 3 clusters Score -1150007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1150007.875000 Penalty: 4646.160645
	Iteration 37Q: 3 clusters Score -1150008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1150007.875000 Penalty: 4646.160645
	Iteration 38F: 3 clusters Score -1150008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -54049.640625 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -54049.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -52525.132812 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -52525.13 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -53017.105469 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -53017.11 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -53294.621094 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -53294.62 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -53537.035156 Penalty: 3197.863525
	Iteration 3F: 3 clusters Score -53537.04 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -53770.269531 Penalty: 3197.863525
	Iteration 4F: 3 clusters Score -53770.27 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -54081.191406 Penalty: 3197.863525
	Iteration 5F: 3 clusters Score -54081.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -54338.566406 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -54338.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -54511.093750 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -54511.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -54694.917969 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -54694.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -54817.753906 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -54817.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -54952.167969 Penalty: 3197.863525
	Iteration 10Q: 3 clusters Score -54952.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -55121.953125 Penalty: 3197.863525
	Iteration 11Q: 3 clusters Score -55121.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -55132.625000 Penalty: 3197.863525
	Iteration 12Q: 3 clusters Score -55132.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -55150.644531 Penalty: 3197.863525
	Iteration 13Q: 3 clusters Score -55150.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -55265.878906 Penalty: 3197.863525
	Iteration 14Q: 3 clusters Score -55265.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -55530.792969 Penalty: 3197.863525
	Iteration 15Q: 3 clusters Score -55530.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -55530.792969 Penalty: 3197.863525
	Iteration 16F: 3 clusters Score -55530.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 291 members 
Mstep: Class 3 contains 4143 members 
Mstep: Class 4 contains 5261 members 
Mstep: Class 5 contains 9190 members 
Mstep: Class 6 contains 17168 members 
Mstep: Class 7 contains 11362 members 
Mstep: Class 8 contains 8897 members 
Mstep: Class 9 contains 9154 members 
Mstep: Class 10 contains 29574 members 
Mstep: Class 11 contains 2301 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14653 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4566 members 
Mstep: Class 18 contains 10873 members 
Mstep: Class 19 contains 11704 members 
Mstep: Class 20 contains 6768 members 
Mstep: Class 21 contains 26111 members 
Mstep: Class 22 contains 29149 members 
Mstep: Class 23 contains 28309 members 
Mstep: Class 24 contains 36006 members 
Mstep: Class 25 contains 5369 members 
Mstep: Class 26 contains 35059 members 
Mstep: Class 27 contains 4665 members 
Mstep: Class 28 contains 3354 members 
Mstep: Class 29 contains 6392 members 
Mstep: Class 30 contains 89798 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13735 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 5334 members 
Mstep: Class 35 contains 4823 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14056 members 
Mstep: Class 38 contains 9408 members 
Mstep: Class 39 contains 10508 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14854 members 
Mstep: Class 43 contains 5620 members 
Mstep: Class 44 contains 13172 members 
Mstep: Class 45 contains 22348 members 
Mstep: Class 46 contains 31011 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10877 members 
Mstep: Class 50 contains 16756 members 
Mstep: Class 51 contains 21775 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 340 members 
Entering Unmasked Estep 
Score: -64768712.000000 Penalty: 179211.343750
Splitting cluster 2 changes total score from -64769016.000000 to -64768712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (4143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Entering Unmasked Estep 
Score: -329489.187500 Penalty: 2065.635498
	Iteration 0F: 2 clusters Score -329489.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -325519.937500 Penalty: 4131.270996
	Iteration 0F: 3 clusters Score -325519.9 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -326532.187500 Penalty: 4131.270996
	Iteration 1F: 3 clusters Score -326532.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -326774.625000 Penalty: 4131.270996
	Iteration 2F: 3 clusters Score -326774.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -326952.906250 Penalty: 4131.270996
	Iteration 3F: 3 clusters Score -326952.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -327088.968750 Penalty: 4131.270996
	Iteration 4Q: 3 clusters Score -327089 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -327197.968750 Penalty: 4131.270996
	Iteration 5Q: 3 clusters Score -327198 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -327301.406250 Penalty: 4131.270996
	Iteration 6Q: 3 clusters Score -327301.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -327415.437500 Penalty: 4131.270996
	Iteration 7Q: 3 clusters Score -327415.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -327529.906250 Penalty: 4131.270996
	Iteration 8Q: 3 clusters Score -327529.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -327613.218750 Penalty: 4131.270996
	Iteration 9Q: 3 clusters Score -327613.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -327707.156250 Penalty: 4131.270996
	Iteration 10Q: 3 clusters Score -327707.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -327787.937500 Penalty: 4131.270996
	Iteration 11Q: 3 clusters Score -327787.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -327866.343750 Penalty: 4131.270996
	Iteration 12Q: 3 clusters Score -327866.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -327917.687500 Penalty: 4131.270996
	Iteration 13Q: 3 clusters Score -327917.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -327978.250000 Penalty: 4131.270996
	Iteration 14Q: 3 clusters Score -327978.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -328025.312500 Penalty: 4131.270996
	Iteration 15Q: 3 clusters Score -328025.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -328065.500000 Penalty: 4131.270996
	Iteration 16Q: 3 clusters Score -328065.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -328103.468750 Penalty: 4131.270996
	Iteration 17Q: 3 clusters Score -328103.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -328138.468750 Penalty: 4131.270996
	Iteration 18Q: 3 clusters Score -328138.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -328180.625000 Penalty: 4131.270996
	Iteration 19Q: 3 clusters Score -328180.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -328244.000000 Penalty: 4131.270996
	Iteration 20F: 3 clusters Score -328244 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -328306.906250 Penalty: 4131.270996
	Iteration 21Q: 3 clusters Score -328306.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -328359.375000 Penalty: 4131.270996
	Iteration 22Q: 3 clusters Score -328359.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -328392.656250 Penalty: 4131.270996
	Iteration 23Q: 3 clusters Score -328392.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -328424.343750 Penalty: 4131.270996
	Iteration 24Q: 3 clusters Score -328424.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -328452.093750 Penalty: 4131.270996
	Iteration 25Q: 3 clusters Score -328452.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -328479.218750 Penalty: 4131.270996
	Iteration 26Q: 3 clusters Score -328479.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -328494.687500 Penalty: 4131.270996
	Iteration 27Q: 3 clusters Score -328494.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -328501.031250 Penalty: 4131.270996
	Iteration 28Q: 3 clusters Score -328501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -328504.750000 Penalty: 4131.270996
	Iteration 29Q: 3 clusters Score -328504.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -328508.437500 Penalty: 4131.270996
	Iteration 30Q: 3 clusters Score -328508.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -328510.218750 Penalty: 4131.270996
	Iteration 31Q: 3 clusters Score -328510.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -328512.875000 Penalty: 4131.270996
	Iteration 32Q: 3 clusters Score -328512.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -328515.062500 Penalty: 4131.270996
	Iteration 33Q: 3 clusters Score -328515.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -328517.156250 Penalty: 4131.270996
	Iteration 34Q: 3 clusters Score -328517.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -328520.562500 Penalty: 4131.270996
	Iteration 35Q: 3 clusters Score -328520.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -328521.468750 Penalty: 4131.270996
	Iteration 36Q: 3 clusters Score -328521.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -328521.468750 Penalty: 4131.270996
	Iteration 37F: 3 clusters Score -328521.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Entering Unmasked Estep 
Score: -571875.437500 Penalty: 2124.882812
	Iteration 0F: 2 clusters Score -571875.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -567189.562500 Penalty: 4249.765625
	Iteration 0F: 3 clusters Score -567189.6 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -568329.000000 Penalty: 4249.765625
	Iteration 1F: 3 clusters Score -568329 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -568582.687500 Penalty: 4249.765625
	Iteration 2F: 3 clusters Score -568582.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -568796.875000 Penalty: 4249.765625
	Iteration 3F: 3 clusters Score -568796.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -569002.750000 Penalty: 4249.765625
	Iteration 4F: 3 clusters Score -569002.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -569189.625000 Penalty: 4249.765625
	Iteration 5Q: 3 clusters Score -569189.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -569357.437500 Penalty: 4249.765625
	Iteration 6Q: 3 clusters Score -569357.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -569524.437500 Penalty: 4249.765625
	Iteration 7Q: 3 clusters Score -569524.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -569719.750000 Penalty: 4249.765625
	Iteration 8Q: 3 clusters Score -569719.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -569975.875000 Penalty: 4249.765625
	Iteration 9Q: 3 clusters Score -569975.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -570257.562500 Penalty: 4249.765625
	Iteration 10Q: 3 clusters Score -570257.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -570504.875000 Penalty: 4249.765625
	Iteration 11Q: 3 clusters Score -570504.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -570730.812500 Penalty: 4249.765625
	Iteration 12Q: 3 clusters Score -570730.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -570882.375000 Penalty: 4249.765625
	Iteration 13Q: 3 clusters Score -570882.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -571013.875000 Penalty: 4249.765625
	Iteration 14Q: 3 clusters Score -571013.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -571133.312500 Penalty: 4249.765625
	Iteration 15Q: 3 clusters Score -571133.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -571223.250000 Penalty: 4249.765625
	Iteration 16Q: 3 clusters Score -571223.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -571289.687500 Penalty: 4249.765625
	Iteration 17Q: 3 clusters Score -571289.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -571351.250000 Penalty: 4249.765625
	Iteration 18Q: 3 clusters Score -571351.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -571375.750000 Penalty: 4249.765625
	Iteration 19Q: 3 clusters Score -571375.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -571387.750000 Penalty: 4249.765625
	Iteration 20F: 3 clusters Score -571387.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -571390.312500 Penalty: 4249.765625
	Iteration 21Q: 3 clusters Score -571390.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -571391.625000 Penalty: 4249.765625
	Iteration 22Q: 3 clusters Score -571391.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -571392.625000 Penalty: 4249.765625
	Iteration 23Q: 3 clusters Score -571392.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -571395.125000 Penalty: 4249.765625
	Iteration 24Q: 3 clusters Score -571395.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -571395.562500 Penalty: 4249.765625
	Iteration 25Q: 3 clusters Score -571395.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -571395.562500 Penalty: 4249.765625
	Iteration 26F: 3 clusters Score -571395.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Entering Unmasked Estep 
Score: -907047.375000 Penalty: 2263.216064
	Iteration 0F: 2 clusters Score -907047.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -899940.625000 Penalty: 4526.432129
	Iteration 0F: 3 clusters Score -899940.6 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -902121.187500 Penalty: 4526.432129
	Iteration 1F: 3 clusters Score -902121.2 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -902521.500000 Penalty: 4526.432129
	Iteration 2F: 3 clusters Score -902521.5 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -902828.437500 Penalty: 4526.432129
	Iteration 3F: 3 clusters Score -902828.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -903082.312500 Penalty: 4526.432129
	Iteration 4Q: 3 clusters Score -903082.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -903289.562500 Penalty: 4526.432129
	Iteration 5Q: 3 clusters Score -903289.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -903461.125000 Penalty: 4526.432129
	Iteration 6Q: 3 clusters Score -903461.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -903591.125000 Penalty: 4526.432129
	Iteration 7Q: 3 clusters Score -903591.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -903691.687500 Penalty: 4526.432129
	Iteration 8Q: 3 clusters Score -903691.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -903795.250000 Penalty: 4526.432129
	Iteration 9Q: 3 clusters Score -903795.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -903874.812500 Penalty: 4526.432129
	Iteration 10Q: 3 clusters Score -903874.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -903928.000000 Penalty: 4526.432129
	Iteration 11Q: 3 clusters Score -903928 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -903979.750000 Penalty: 4526.432129
	Iteration 12Q: 3 clusters Score -903979.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -904030.312500 Penalty: 4526.432129
	Iteration 13Q: 3 clusters Score -904030.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -904079.687500 Penalty: 4526.432129
	Iteration 14Q: 3 clusters Score -904079.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -904113.750000 Penalty: 4526.432129
	Iteration 15Q: 3 clusters Score -904113.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -904157.125000 Penalty: 4526.432129
	Iteration 16Q: 3 clusters Score -904157.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -904202.812500 Penalty: 4526.432129
	Iteration 17Q: 3 clusters Score -904202.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -904254.875000 Penalty: 4526.432129
	Iteration 18Q: 3 clusters Score -904254.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -904299.375000 Penalty: 4526.432129
	Iteration 19Q: 3 clusters Score -904299.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -904335.062500 Penalty: 4526.432129
	Iteration 20F: 3 clusters Score -904335.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -904361.312500 Penalty: 4526.432129
	Iteration 21Q: 3 clusters Score -904361.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -904396.812500 Penalty: 4526.432129
	Iteration 22Q: 3 clusters Score -904396.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -904425.500000 Penalty: 4526.432129
	Iteration 23Q: 3 clusters Score -904425.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -904457.625000 Penalty: 4526.432129
	Iteration 24Q: 3 clusters Score -904457.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -904480.375000 Penalty: 4526.432129
	Iteration 25Q: 3 clusters Score -904480.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -904500.437500 Penalty: 4526.432129
	Iteration 26Q: 3 clusters Score -904500.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -904525.187500 Penalty: 4526.432129
	Iteration 27Q: 3 clusters Score -904525.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -904545.687500 Penalty: 4526.432129
	Iteration 28Q: 3 clusters Score -904545.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -904563.062500 Penalty: 4526.432129
	Iteration 29Q: 3 clusters Score -904563.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -904581.562500 Penalty: 4526.432129
	Iteration 30Q: 3 clusters Score -904581.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -904591.625000 Penalty: 4526.432129
	Iteration 31Q: 3 clusters Score -904591.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -904609.000000 Penalty: 4526.432129
	Iteration 32Q: 3 clusters Score -904609 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -904622.687500 Penalty: 4526.432129
	Iteration 33Q: 3 clusters Score -904622.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -904639.812500 Penalty: 4526.432129
	Iteration 34Q: 3 clusters Score -904639.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -904654.250000 Penalty: 4526.432129
	Iteration 35Q: 3 clusters Score -904654.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -904667.437500 Penalty: 4526.432129
	Iteration 36Q: 3 clusters Score -904667.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -904673.000000 Penalty: 4526.432129
	Iteration 37Q: 3 clusters Score -904673 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -904684.750000 Penalty: 4526.432129
	Iteration 38Q: 3 clusters Score -904684.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -904698.937500 Penalty: 4526.432129
	Iteration 39Q: 3 clusters Score -904698.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -904706.500000 Penalty: 4526.432129
	Iteration 40F: 3 clusters Score -904706.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -904718.000000 Penalty: 4526.432129
	Iteration 41Q: 3 clusters Score -904718 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -904729.187500 Penalty: 4526.432129
	Iteration 42Q: 3 clusters Score -904729.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -904738.937500 Penalty: 4526.432129
	Iteration 43Q: 3 clusters Score -904738.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -904751.437500 Penalty: 4526.432129
	Iteration 44Q: 3 clusters Score -904751.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -904760.312500 Penalty: 4526.432129
	Iteration 45Q: 3 clusters Score -904760.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -904771.562500 Penalty: 4526.432129
	Iteration 46Q: 3 clusters Score -904771.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -904784.312500 Penalty: 4526.432129
	Iteration 47Q: 3 clusters Score -904784.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -904798.500000 Penalty: 4526.432129
	Iteration 48Q: 3 clusters Score -904798.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -904807.250000 Penalty: 4526.432129
	Iteration 49Q: 3 clusters Score -904807.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -904820.625000 Penalty: 4526.432129
	Iteration 50Q: 3 clusters Score -904820.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -904838.250000 Penalty: 4526.432129
	Iteration 51Q: 3 clusters Score -904838.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -904853.625000 Penalty: 4526.432129
	Iteration 52Q: 3 clusters Score -904853.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -904878.187500 Penalty: 4526.432129
	Iteration 53Q: 3 clusters Score -904878.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -904892.250000 Penalty: 4526.432129
	Iteration 54Q: 3 clusters Score -904892.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -904904.500000 Penalty: 4526.432129
	Iteration 55Q: 3 clusters Score -904904.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -904917.187500 Penalty: 4526.432129
	Iteration 56Q: 3 clusters Score -904917.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -904929.687500 Penalty: 4526.432129
	Iteration 57Q: 3 clusters Score -904929.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -904940.187500 Penalty: 4526.432129
	Iteration 58Q: 3 clusters Score -904940.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -904944.125000 Penalty: 4526.432129
	Iteration 59Q: 3 clusters Score -904944.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -904951.187500 Penalty: 4526.432129
	Iteration 60F: 3 clusters Score -904951.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -904951.875000 Penalty: 4526.432129
	Iteration 61Q: 3 clusters Score -904951.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -904955.000000 Penalty: 4526.432129
	Iteration 62Q: 3 clusters Score -904955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -904956.125000 Penalty: 4526.432129
	Iteration 63Q: 3 clusters Score -904956.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -904957.625000 Penalty: 4526.432129
	Iteration 64Q: 3 clusters Score -904957.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -904957.187500 Penalty: 4526.432129
	Iteration 65Q: 3 clusters Score -904957.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -904958.937500 Penalty: 4526.432129
	Iteration 66Q: 3 clusters Score -904958.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -904959.625000 Penalty: 4526.432129
	Iteration 67Q: 3 clusters Score -904959.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -904959.312500 Penalty: 4526.432129
	Iteration 68Q: 3 clusters Score -904959.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -904959.750000 Penalty: 4526.432129
	Iteration 69Q: 3 clusters Score -904959.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -904961.750000 Penalty: 4526.432129
	Iteration 70Q: 3 clusters Score -904961.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -904959.500000 Penalty: 4526.432129
	Iteration 71Q: 3 clusters Score -904959.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -904964.000000 Penalty: 4526.432129
	Iteration 72Q: 3 clusters Score -904964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -904963.250000 Penalty: 4526.432129
	Iteration 73Q: 3 clusters Score -904963.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -904964.562500 Penalty: 4526.432129
	Iteration 74Q: 3 clusters Score -904964.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -904966.500000 Penalty: 4526.432129
	Iteration 75Q: 3 clusters Score -904966.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -904966.812500 Penalty: 4526.432129
	Iteration 76Q: 3 clusters Score -904966.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -904968.687500 Penalty: 4526.432129
	Iteration 77Q: 3 clusters Score -904968.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -904969.937500 Penalty: 4526.432129
	Iteration 78Q: 3 clusters Score -904969.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -904971.375000 Penalty: 4526.432129
	Iteration 79Q: 3 clusters Score -904971.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -904974.687500 Penalty: 4526.432129
	Iteration 80F: 3 clusters Score -904974.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -904976.312500 Penalty: 4526.432129
	Iteration 81Q: 3 clusters Score -904976.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -904976.687500 Penalty: 4526.432129
	Iteration 82Q: 3 clusters Score -904976.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -904978.625000 Penalty: 4526.432129
	Iteration 83Q: 3 clusters Score -904978.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -904979.375000 Penalty: 4526.432129
	Iteration 84Q: 3 clusters Score -904979.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -904982.625000 Penalty: 4526.432129
	Iteration 85Q: 3 clusters Score -904982.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -904983.750000 Penalty: 4526.432129
	Iteration 86Q: 3 clusters Score -904983.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -904985.625000 Penalty: 4526.432129
	Iteration 87Q: 3 clusters Score -904985.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -904984.562500 Penalty: 4526.432129
	Iteration 88Q: 3 clusters Score -904984.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -904987.562500 Penalty: 4526.432129
	Iteration 89Q: 3 clusters Score -904987.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -904992.687500 Penalty: 4526.432129
	Iteration 90Q: 3 clusters Score -904992.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -904993.625000 Penalty: 4526.432129
	Iteration 91Q: 3 clusters Score -904993.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -904995.500000 Penalty: 4526.432129
	Iteration 92Q: 3 clusters Score -904995.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -904998.562500 Penalty: 4526.432129
	Iteration 93Q: 3 clusters Score -904998.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -905000.312500 Penalty: 4526.432129
	Iteration 94Q: 3 clusters Score -905000.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -905002.125000 Penalty: 4526.432129
	Iteration 95Q: 3 clusters Score -905002.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -905001.687500 Penalty: 4526.432129
	Iteration 96Q: 3 clusters Score -905001.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -905004.062500 Penalty: 4526.432129
	Iteration 97Q: 3 clusters Score -905004.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -905003.812500 Penalty: 4526.432129
	Iteration 98Q: 3 clusters Score -905003.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -905006.125000 Penalty: 4526.432129
	Iteration 99Q: 3 clusters Score -905006.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -905005.375000 Penalty: 4526.432129
	Iteration 100F: 3 clusters Score -905005.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -905005.875000 Penalty: 4526.432129
	Iteration 101Q: 3 clusters Score -905005.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -905005.875000 Penalty: 4526.432129
	Iteration 102F: 3 clusters Score -905005.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Entering Unmasked Estep 
Score: -1861749.625000 Penalty: 2418.198975
	Iteration 0F: 2 clusters Score -1861750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1849438.625000 Penalty: 4836.397949
	Iteration 0F: 3 clusters Score -1849439 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1853528.500000 Penalty: 4836.397949
	Iteration 1F: 3 clusters Score -1853528 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1853878.125000 Penalty: 4836.397949
	Iteration 2F: 3 clusters Score -1853878 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1854137.250000 Penalty: 4836.397949
	Iteration 3Q: 3 clusters Score -1854137 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1854354.125000 Penalty: 4836.397949
	Iteration 4Q: 3 clusters Score -1854354 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1854591.750000 Penalty: 4836.397949
	Iteration 5Q: 3 clusters Score -1854592 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1854846.875000 Penalty: 4836.397949
	Iteration 6Q: 3 clusters Score -1854847 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1855145.500000 Penalty: 4836.397949
	Iteration 7Q: 3 clusters Score -1855146 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1855517.000000 Penalty: 4836.397949
	Iteration 8Q: 3 clusters Score -1855517 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1855954.625000 Penalty: 4836.397949
	Iteration 9Q: 3 clusters Score -1855955 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1856441.750000 Penalty: 4836.397949
	Iteration 10Q: 3 clusters Score -1856442 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1856941.750000 Penalty: 4836.397949
	Iteration 11Q: 3 clusters Score -1856942 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1857420.625000 Penalty: 4836.397949
	Iteration 12Q: 3 clusters Score -1857421 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1857890.375000 Penalty: 4836.397949
	Iteration 13Q: 3 clusters Score -1857890 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -1858287.625000 Penalty: 4836.397949
	Iteration 14Q: 3 clusters Score -1858288 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1858605.625000 Penalty: 4836.397949
	Iteration 15Q: 3 clusters Score -1858606 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -1858871.750000 Penalty: 4836.397949
	Iteration 16Q: 3 clusters Score -1858872 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1859074.875000 Penalty: 4836.397949
	Iteration 17Q: 3 clusters Score -1859075 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -1859230.125000 Penalty: 4836.397949
	Iteration 18Q: 3 clusters Score -1859230 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -1859348.875000 Penalty: 4836.397949
	Iteration 19Q: 3 clusters Score -1859349 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -1859426.500000 Penalty: 4836.397949
	Iteration 20F: 3 clusters Score -1859426 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -1859502.375000 Penalty: 4836.397949
	Iteration 21Q: 3 clusters Score -1859502 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -1859538.625000 Penalty: 4836.397949
	Iteration 22Q: 3 clusters Score -1859539 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -1859561.875000 Penalty: 4836.397949
	Iteration 23Q: 3 clusters Score -1859562 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -1859587.375000 Penalty: 4836.397949
	Iteration 24Q: 3 clusters Score -1859587 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -1859604.000000 Penalty: 4836.397949
	Iteration 25Q: 3 clusters Score -1859604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -1859624.125000 Penalty: 4836.397949
	Iteration 26Q: 3 clusters Score -1859624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -1859635.250000 Penalty: 4836.397949
	Iteration 27Q: 3 clusters Score -1859635 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -1859645.500000 Penalty: 4836.397949
	Iteration 28Q: 3 clusters Score -1859646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -1859658.500000 Penalty: 4836.397949
	Iteration 29Q: 3 clusters Score -1859658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -1859667.375000 Penalty: 4836.397949
	Iteration 30Q: 3 clusters Score -1859667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -1859673.750000 Penalty: 4836.397949
	Iteration 31Q: 3 clusters Score -1859674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -1859677.750000 Penalty: 4836.397949
	Iteration 32Q: 3 clusters Score -1859678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -1859683.500000 Penalty: 4836.397949
	Iteration 33Q: 3 clusters Score -1859684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -1859688.125000 Penalty: 4836.397949
	Iteration 34Q: 3 clusters Score -1859688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -1859692.875000 Penalty: 4836.397949
	Iteration 35Q: 3 clusters Score -1859693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -1859694.750000 Penalty: 4836.397949
	Iteration 36Q: 3 clusters Score -1859695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -1859698.750000 Penalty: 4836.397949
	Iteration 37Q: 3 clusters Score -1859699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -1859696.625000 Penalty: 4836.397949
	Iteration 38Q: 3 clusters Score -1859697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -1859695.250000 Penalty: 4836.397949
	Iteration 39Q: 3 clusters Score -1859695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -1859695.250000 Penalty: 4836.397949
	Iteration 40F: 3 clusters Score -1859695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Entering Unmasked Estep 
Score: -1259995.750000 Penalty: 2315.831299
	Iteration 0F: 2 clusters Score -1259996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1251488.875000 Penalty: 4631.662598
	Iteration 0F: 3 clusters Score -1251489 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1254009.625000 Penalty: 4631.662598
	Iteration 1F: 3 clusters Score -1254010 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1254354.375000 Penalty: 4631.662598
	Iteration 2F: 3 clusters Score -1254354 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1254626.500000 Penalty: 4631.662598
	Iteration 3F: 3 clusters Score -1254626 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1254886.875000 Penalty: 4631.662598
	Iteration 4Q: 3 clusters Score -1254887 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1255180.125000 Penalty: 4631.662598
	Iteration 5Q: 3 clusters Score -1255180 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1255557.375000 Penalty: 4631.662598
	Iteration 6F: 3 clusters Score -1255557 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1255935.625000 Penalty: 4631.662598
	Iteration 7F: 3 clusters Score -1255936 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1256370.125000 Penalty: 4631.662598
	Iteration 8F: 3 clusters Score -1256370 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1256732.125000 Penalty: 4631.662598
	Iteration 9Q: 3 clusters Score -1256732 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1257036.000000 Penalty: 4631.662598
	Iteration 10Q: 3 clusters Score -1257036 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1257299.500000 Penalty: 4631.662598
	Iteration 11Q: 3 clusters Score -1257300 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1257508.500000 Penalty: 4631.662598
	Iteration 12Q: 3 clusters Score -1257508 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1257667.500000 Penalty: 4631.662598
	Iteration 13Q: 3 clusters Score -1257668 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1257761.250000 Penalty: 4631.662598
	Iteration 14Q: 3 clusters Score -1257761 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1257824.875000 Penalty: 4631.662598
	Iteration 15Q: 3 clusters Score -1257825 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1257868.125000 Penalty: 4631.662598
	Iteration 16Q: 3 clusters Score -1257868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1257907.625000 Penalty: 4631.662598
	Iteration 17Q: 3 clusters Score -1257908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1257927.500000 Penalty: 4631.662598
	Iteration 18Q: 3 clusters Score -1257928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1257949.250000 Penalty: 4631.662598
	Iteration 19Q: 3 clusters Score -1257949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1257950.250000 Penalty: 4631.662598
	Iteration 20F: 3 clusters Score -1257950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1257954.750000 Penalty: 4631.662598
	Iteration 21Q: 3 clusters Score -1257955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1257958.125000 Penalty: 4631.662598
	Iteration 22Q: 3 clusters Score -1257958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1257961.875000 Penalty: 4631.662598
	Iteration 23Q: 3 clusters Score -1257962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1257963.125000 Penalty: 4631.662598
	Iteration 24Q: 3 clusters Score -1257963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1257965.625000 Penalty: 4631.662598
	Iteration 25Q: 3 clusters Score -1257966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1257968.750000 Penalty: 4631.662598
	Iteration 26Q: 3 clusters Score -1257969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1257974.000000 Penalty: 4631.662598
	Iteration 27Q: 3 clusters Score -1257974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1257976.375000 Penalty: 4631.662598
	Iteration 28Q: 3 clusters Score -1257976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1257979.375000 Penalty: 4631.662598
	Iteration 29Q: 3 clusters Score -1257979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1257979.875000 Penalty: 4631.662598
	Iteration 30Q: 3 clusters Score -1257980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1257982.500000 Penalty: 4631.662598
	Iteration 31Q: 3 clusters Score -1257982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1257983.625000 Penalty: 4631.662598
	Iteration 32Q: 3 clusters Score -1257984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1257985.375000 Penalty: 4631.662598
	Iteration 33Q: 3 clusters Score -1257985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1257985.750000 Penalty: 4631.662598
	Iteration 34Q: 3 clusters Score -1257986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1257992.125000 Penalty: 4631.662598
	Iteration 35Q: 3 clusters Score -1257992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1257995.625000 Penalty: 4631.662598
	Iteration 36Q: 3 clusters Score -1257996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1257999.375000 Penalty: 4631.662598
	Iteration 37Q: 3 clusters Score -1257999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1257998.250000 Penalty: 4631.662598
	Iteration 38Q: 3 clusters Score -1257998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1257998.250000 Penalty: 4631.662598
	Iteration 39F: 3 clusters Score -1257998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Entering Unmasked Estep 
Score: -963595.000000 Penalty: 2255.180420
	Iteration 0F: 2 clusters Score -963595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -956569.750000 Penalty: 4510.360840
	Iteration 0F: 3 clusters Score -956569.8 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -958548.062500 Penalty: 4510.360840
	Iteration 1F: 3 clusters Score -958548.1 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -958904.312500 Penalty: 4510.360840
	Iteration 2F: 3 clusters Score -958904.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -959278.500000 Penalty: 4510.360840
	Iteration 3F: 3 clusters Score -959278.5 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -959761.937500 Penalty: 4510.360840
	Iteration 4F: 3 clusters Score -959761.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -960299.000000 Penalty: 4510.360840
	Iteration 5F: 3 clusters Score -960299 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -960864.625000 Penalty: 4510.360840
	Iteration 6F: 3 clusters Score -960864.6 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -961365.625000 Penalty: 4510.360840
	Iteration 7F: 3 clusters Score -961365.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -961819.562500 Penalty: 4510.360840
	Iteration 8F: 3 clusters Score -961819.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -962199.437500 Penalty: 4510.360840
	Iteration 9Q: 3 clusters Score -962199.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -962499.000000 Penalty: 4510.360840
	Iteration 10Q: 3 clusters Score -962499 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -962739.312500 Penalty: 4510.360840
	Iteration 11Q: 3 clusters Score -962739.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -962961.250000 Penalty: 4510.360840
	Iteration 12Q: 3 clusters Score -962961.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -963164.375000 Penalty: 4510.360840
	Iteration 13Q: 3 clusters Score -963164.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -963332.687500 Penalty: 4510.360840
	Iteration 14Q: 3 clusters Score -963332.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -963408.062500 Penalty: 4510.360840
	Iteration 15Q: 3 clusters Score -963408.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -963437.125000 Penalty: 4510.360840
	Iteration 16Q: 3 clusters Score -963437.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -963449.937500 Penalty: 4510.360840
	Iteration 17Q: 3 clusters Score -963449.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -963456.562500 Penalty: 4510.360840
	Iteration 18Q: 3 clusters Score -963456.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -963460.687500 Penalty: 4510.360840
	Iteration 19Q: 3 clusters Score -963460.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -963461.937500 Penalty: 4510.360840
	Iteration 20F: 3 clusters Score -963461.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -963463.187500 Penalty: 4510.360840
	Iteration 21Q: 3 clusters Score -963463.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -963462.625000 Penalty: 4510.360840
	Iteration 22Q: 3 clusters Score -963462.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -963463.812500 Penalty: 4510.360840
	Iteration 23Q: 3 clusters Score -963463.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -963463.812500 Penalty: 4510.360840
	Iteration 24F: 3 clusters Score -963463.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Entering Unmasked Estep 
Score: -912521.812500 Penalty: 2262.242676
	Iteration 0F: 2 clusters Score -912521.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -905335.062500 Penalty: 4524.485352
	Iteration 0F: 3 clusters Score -905335.1 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -907592.750000 Penalty: 4524.485352
	Iteration 1F: 3 clusters Score -907592.8 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -908214.250000 Penalty: 4524.485352
	Iteration 2F: 3 clusters Score -908214.2 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -908733.687500 Penalty: 4524.485352
	Iteration 3F: 3 clusters Score -908733.7 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -909177.250000 Penalty: 4524.485352
	Iteration 4F: 3 clusters Score -909177.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -909558.375000 Penalty: 4524.485352
	Iteration 5F: 3 clusters Score -909558.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -909864.875000 Penalty: 4524.485352
	Iteration 6F: 3 clusters Score -909864.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -910101.812500 Penalty: 4524.485352
	Iteration 7Q: 3 clusters Score -910101.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -910270.250000 Penalty: 4524.485352
	Iteration 8Q: 3 clusters Score -910270.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -910404.750000 Penalty: 4524.485352
	Iteration 9Q: 3 clusters Score -910404.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -910510.312500 Penalty: 4524.485352
	Iteration 10Q: 3 clusters Score -910510.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -910588.500000 Penalty: 4524.485352
	Iteration 11Q: 3 clusters Score -910588.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -910640.562500 Penalty: 4524.485352
	Iteration 12Q: 3 clusters Score -910640.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -910678.437500 Penalty: 4524.485352
	Iteration 13Q: 3 clusters Score -910678.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -910709.625000 Penalty: 4524.485352
	Iteration 14Q: 3 clusters Score -910709.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -910731.875000 Penalty: 4524.485352
	Iteration 15Q: 3 clusters Score -910731.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -910754.250000 Penalty: 4524.485352
	Iteration 16Q: 3 clusters Score -910754.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -910774.875000 Penalty: 4524.485352
	Iteration 17Q: 3 clusters Score -910774.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -910792.812500 Penalty: 4524.485352
	Iteration 18Q: 3 clusters Score -910792.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -910810.187500 Penalty: 4524.485352
	Iteration 19Q: 3 clusters Score -910810.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -910821.562500 Penalty: 4524.485352
	Iteration 20F: 3 clusters Score -910821.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -910835.375000 Penalty: 4524.485352
	Iteration 21Q: 3 clusters Score -910835.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -910847.062500 Penalty: 4524.485352
	Iteration 22Q: 3 clusters Score -910847.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -910859.250000 Penalty: 4524.485352
	Iteration 23Q: 3 clusters Score -910859.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -910871.312500 Penalty: 4524.485352
	Iteration 24Q: 3 clusters Score -910871.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -910889.062500 Penalty: 4524.485352
	Iteration 25Q: 3 clusters Score -910889.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -910901.937500 Penalty: 4524.485352
	Iteration 26Q: 3 clusters Score -910901.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -910924.062500 Penalty: 4524.485352
	Iteration 27Q: 3 clusters Score -910924.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -910946.250000 Penalty: 4524.485352
	Iteration 28Q: 3 clusters Score -910946.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -910964.937500 Penalty: 4524.485352
	Iteration 29Q: 3 clusters Score -910964.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -910988.250000 Penalty: 4524.485352
	Iteration 30Q: 3 clusters Score -910988.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -911017.875000 Penalty: 4524.485352
	Iteration 31Q: 3 clusters Score -911017.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -911042.875000 Penalty: 4524.485352
	Iteration 32Q: 3 clusters Score -911042.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -911065.000000 Penalty: 4524.485352
	Iteration 33Q: 3 clusters Score -911065 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -911083.375000 Penalty: 4524.485352
	Iteration 34Q: 3 clusters Score -911083.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -911099.062500 Penalty: 4524.485352
	Iteration 35Q: 3 clusters Score -911099.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -911106.562500 Penalty: 4524.485352
	Iteration 36Q: 3 clusters Score -911106.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -911111.562500 Penalty: 4524.485352
	Iteration 37Q: 3 clusters Score -911111.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -911122.125000 Penalty: 4524.485352
	Iteration 38Q: 3 clusters Score -911122.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -911131.250000 Penalty: 4524.485352
	Iteration 39Q: 3 clusters Score -911131.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -911143.500000 Penalty: 4524.485352
	Iteration 40F: 3 clusters Score -911143.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -911148.125000 Penalty: 4524.485352
	Iteration 41Q: 3 clusters Score -911148.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -911154.000000 Penalty: 4524.485352
	Iteration 42Q: 3 clusters Score -911154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -911156.250000 Penalty: 4524.485352
	Iteration 43Q: 3 clusters Score -911156.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -911160.062500 Penalty: 4524.485352
	Iteration 44Q: 3 clusters Score -911160.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -911172.812500 Penalty: 4524.485352
	Iteration 45Q: 3 clusters Score -911172.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -911177.687500 Penalty: 4524.485352
	Iteration 46Q: 3 clusters Score -911177.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -911184.000000 Penalty: 4524.485352
	Iteration 47Q: 3 clusters Score -911184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -911188.437500 Penalty: 4524.485352
	Iteration 48Q: 3 clusters Score -911188.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -911194.750000 Penalty: 4524.485352
	Iteration 49Q: 3 clusters Score -911194.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -911197.312500 Penalty: 4524.485352
	Iteration 50Q: 3 clusters Score -911197.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -911200.875000 Penalty: 4524.485352
	Iteration 51Q: 3 clusters Score -911200.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -911204.062500 Penalty: 4524.485352
	Iteration 52Q: 3 clusters Score -911204.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -911206.625000 Penalty: 4524.485352
	Iteration 53Q: 3 clusters Score -911206.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -911207.500000 Penalty: 4524.485352
	Iteration 54Q: 3 clusters Score -911207.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -911207.937500 Penalty: 4524.485352
	Iteration 55Q: 3 clusters Score -911207.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -911208.062500 Penalty: 4524.485352
	Iteration 56Q: 3 clusters Score -911208.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -911209.625000 Penalty: 4524.485352
	Iteration 57Q: 3 clusters Score -911209.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -911211.000000 Penalty: 4524.485352
	Iteration 58Q: 3 clusters Score -911211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -911211.375000 Penalty: 4524.485352
	Iteration 59Q: 3 clusters Score -911211.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -911211.875000 Penalty: 4524.485352
	Iteration 60F: 3 clusters Score -911211.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -911211.312500 Penalty: 4524.485352
	Iteration 61Q: 3 clusters Score -911211.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -911213.187500 Penalty: 4524.485352
	Iteration 62Q: 3 clusters Score -911213.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -911213.875000 Penalty: 4524.485352
	Iteration 63Q: 3 clusters Score -911213.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -911213.875000 Penalty: 4524.485352
	Iteration 64F: 3 clusters Score -911213.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Entering Unmasked Estep 
Score: -2934238.250000 Penalty: 2553.073486
	Iteration 0F: 2 clusters Score -2934238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2914010.000000 Penalty: 5106.146973
	Iteration 0F: 3 clusters Score -2914010 nChanged 13338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2921981.750000 Penalty: 5106.146973
	Iteration 1F: 3 clusters Score -2921982 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2922990.000000 Penalty: 5106.146973
	Iteration 2F: 3 clusters Score -2922990 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2924025.250000 Penalty: 5106.146973
	Iteration 3F: 3 clusters Score -2924025 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -2925078.250000 Penalty: 5106.146973
	Iteration 4F: 3 clusters Score -2925078 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2926011.250000 Penalty: 5106.146973
	Iteration 5F: 3 clusters Score -2926011 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -2926786.500000 Penalty: 5106.146973
	Iteration 6F: 3 clusters Score -2926786 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2927364.750000 Penalty: 5106.146973
	Iteration 7Q: 3 clusters Score -2927365 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -2927853.500000 Penalty: 5106.146973
	Iteration 8Q: 3 clusters Score -2927854 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -2928252.000000 Penalty: 5106.146973
	Iteration 9Q: 3 clusters Score -2928252 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -2928618.250000 Penalty: 5106.146973
	Iteration 10Q: 3 clusters Score -2928618 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -2928949.250000 Penalty: 5106.146973
	Iteration 11Q: 3 clusters Score -2928949 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -2929268.000000 Penalty: 5106.146973
	Iteration 12Q: 3 clusters Score -2929268 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -2929602.000000 Penalty: 5106.146973
	Iteration 13Q: 3 clusters Score -2929602 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -2929961.000000 Penalty: 5106.146973
	Iteration 14Q: 3 clusters Score -2929961 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -2930309.500000 Penalty: 5106.146973
	Iteration 15Q: 3 clusters Score -2930310 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -2930616.500000 Penalty: 5106.146973
	Iteration 16Q: 3 clusters Score -2930616 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -2930932.750000 Penalty: 5106.146973
	Iteration 17Q: 3 clusters Score -2930933 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -2931243.500000 Penalty: 5106.146973
	Iteration 18Q: 3 clusters Score -2931244 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -2931512.750000 Penalty: 5106.146973
	Iteration 19Q: 3 clusters Score -2931513 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -2931762.500000 Penalty: 5106.146973
	Iteration 20F: 3 clusters Score -2931762 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -2931951.000000 Penalty: 5106.146973
	Iteration 21Q: 3 clusters Score -2931951 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -2932098.500000 Penalty: 5106.146973
	Iteration 22Q: 3 clusters Score -2932098 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -2932183.750000 Penalty: 5106.146973
	Iteration 23Q: 3 clusters Score -2932184 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -2932230.500000 Penalty: 5106.146973
	Iteration 24Q: 3 clusters Score -2932230 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -2932269.500000 Penalty: 5106.146973
	Iteration 25Q: 3 clusters Score -2932270 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -2932309.500000 Penalty: 5106.146973
	Iteration 26Q: 3 clusters Score -2932310 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -2932335.750000 Penalty: 5106.146973
	Iteration 27Q: 3 clusters Score -2932336 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -2932347.250000 Penalty: 5106.146973
	Iteration 28Q: 3 clusters Score -2932347 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -2932358.250000 Penalty: 5106.146973
	Iteration 29Q: 3 clusters Score -2932358 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -2932376.000000 Penalty: 5106.146973
	Iteration 30Q: 3 clusters Score -2932376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -2932388.250000 Penalty: 5106.146973
	Iteration 31Q: 3 clusters Score -2932388 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -2932400.000000 Penalty: 5106.146973
	Iteration 32Q: 3 clusters Score -2932400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -2932416.000000 Penalty: 5106.146973
	Iteration 33Q: 3 clusters Score -2932416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -2932424.000000 Penalty: 5106.146973
	Iteration 34Q: 3 clusters Score -2932424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -2932432.500000 Penalty: 5106.146973
	Iteration 35Q: 3 clusters Score -2932432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -2932435.000000 Penalty: 5106.146973
	Iteration 36Q: 3 clusters Score -2932435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -2932446.500000 Penalty: 5106.146973
	Iteration 37Q: 3 clusters Score -2932446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -2932446.500000 Penalty: 5106.146973
	Iteration 38Q: 3 clusters Score -2932446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -2932447.250000 Penalty: 5106.146973
	Iteration 39Q: 3 clusters Score -2932447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -2932446.000000 Penalty: 5106.146973
	Iteration 40F: 3 clusters Score -2932446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -2932448.250000 Penalty: 5106.146973
	Iteration 41Q: 3 clusters Score -2932448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -2932448.000000 Penalty: 5106.146973
	Iteration 42Q: 3 clusters Score -2932448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -2932450.500000 Penalty: 5106.146973
	Iteration 43Q: 3 clusters Score -2932450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -2932455.500000 Penalty: 5106.146973
	Iteration 44Q: 3 clusters Score -2932456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -2932451.750000 Penalty: 5106.146973
	Iteration 45Q: 3 clusters Score -2932452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -2932451.250000 Penalty: 5106.146973
	Iteration 46Q: 3 clusters Score -2932451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -2932453.500000 Penalty: 5106.146973
	Iteration 47Q: 3 clusters Score -2932454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -2932457.000000 Penalty: 5106.146973
	Iteration 48Q: 3 clusters Score -2932457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -2932457.250000 Penalty: 5106.146973
	Iteration 49Q: 3 clusters Score -2932457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -2932457.250000 Penalty: 5106.146973
	Iteration 50F: 3 clusters Score -2932457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Entering Unmasked Estep 
Score: -229689.843750 Penalty: 1919.792480
	Iteration 0F: 2 clusters Score -229689.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -226898.359375 Penalty: 3839.584961
	Iteration 0F: 3 clusters Score -226898.4 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -227415.359375 Penalty: 3839.584961
	Iteration 1F: 3 clusters Score -227415.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -227598.250000 Penalty: 3839.584961
	Iteration 2F: 3 clusters Score -227598.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -227725.609375 Penalty: 3839.584961
	Iteration 3F: 3 clusters Score -227725.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -227850.312500 Penalty: 3839.584961
	Iteration 4Q: 3 clusters Score -227850.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -227953.484375 Penalty: 3839.584961
	Iteration 5Q: 3 clusters Score -227953.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -228044.593750 Penalty: 3839.584961
	Iteration 6Q: 3 clusters Score -228044.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -228123.937500 Penalty: 3839.584961
	Iteration 7Q: 3 clusters Score -228123.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -228166.859375 Penalty: 3839.584961
	Iteration 8Q: 3 clusters Score -228166.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -228191.906250 Penalty: 3839.584961
	Iteration 9Q: 3 clusters Score -228191.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -228219.375000 Penalty: 3839.584961
	Iteration 10Q: 3 clusters Score -228219.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -228240.562500 Penalty: 3839.584961
	Iteration 11Q: 3 clusters Score -228240.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -228268.562500 Penalty: 3839.584961
	Iteration 12Q: 3 clusters Score -228268.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -228290.093750 Penalty: 3839.584961
	Iteration 13Q: 3 clusters Score -228290.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -228323.843750 Penalty: 3839.584961
	Iteration 14Q: 3 clusters Score -228323.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -228344.687500 Penalty: 3839.584961
	Iteration 15Q: 3 clusters Score -228344.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -228353.890625 Penalty: 3839.584961
	Iteration 16Q: 3 clusters Score -228353.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -228361.828125 Penalty: 3839.584961
	Iteration 17Q: 3 clusters Score -228361.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -228366.093750 Penalty: 3839.584961
	Iteration 18Q: 3 clusters Score -228366.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -228368.406250 Penalty: 3839.584961
	Iteration 19Q: 3 clusters Score -228368.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -228370.453125 Penalty: 3839.584961
	Iteration 20F: 3 clusters Score -228370.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -228373.078125 Penalty: 3839.584961
	Iteration 21Q: 3 clusters Score -228373.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -228374.875000 Penalty: 3839.584961
	Iteration 22Q: 3 clusters Score -228374.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -228377.343750 Penalty: 3839.584961
	Iteration 23Q: 3 clusters Score -228377.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -228380.656250 Penalty: 3839.584961
	Iteration 24Q: 3 clusters Score -228380.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -228382.765625 Penalty: 3839.584961
	Iteration 25Q: 3 clusters Score -228382.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -228383.328125 Penalty: 3839.584961
	Iteration 26Q: 3 clusters Score -228383.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -228383.328125 Penalty: 3839.584961
	Iteration 27F: 3 clusters Score -228383.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -100492.320312 Penalty: 1712.875244
	Iteration 0F: 2 clusters Score -100492.3 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: -98598.445312 Penalty: 3425.750488
	Iteration 0F: 3 clusters Score -98598.45 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -98919.367188 Penalty: 3425.750488
	Iteration 1F: 3 clusters Score -98919.37 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -98998.156250 Penalty: 3425.750488
	Iteration 2F: 3 clusters Score -98998.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -99031.289062 Penalty: 3425.750488
	Iteration 3Q: 3 clusters Score -99031.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -99054.304688 Penalty: 3425.750488
	Iteration 4Q: 3 clusters Score -99054.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -99069.875000 Penalty: 3425.750488
	Iteration 5Q: 3 clusters Score -99069.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -99079.234375 Penalty: 3425.750488
	Iteration 6Q: 3 clusters Score -99079.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -99088.554688 Penalty: 3425.750488
	Iteration 7Q: 3 clusters Score -99088.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -99096.359375 Penalty: 3425.750488
	Iteration 8Q: 3 clusters Score -99096.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -99097.281250 Penalty: 3425.750488
	Iteration 9Q: 3 clusters Score -99097.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -99098.992188 Penalty: 3425.750488
	Iteration 10Q: 3 clusters Score -99098.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -99104.773438 Penalty: 3425.750488
	Iteration 11Q: 3 clusters Score -99104.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -99109.117188 Penalty: 3425.750488
	Iteration 12Q: 3 clusters Score -99109.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -99110.093750 Penalty: 3425.750488
	Iteration 13Q: 3 clusters Score -99110.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -99110.242188 Penalty: 3425.750488
	Iteration 14Q: 3 clusters Score -99110.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -99110.242188 Penalty: 3425.750488
	Iteration 15F: 3 clusters Score -99110.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Entering Unmasked Estep 
Score: -1005097.062500 Penalty: 2269.214844
	Iteration 0F: 2 clusters Score -1005097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -997797.000000 Penalty: 4538.429688
	Iteration 0F: 3 clusters Score -997797 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -999894.812500 Penalty: 4538.429688
	Iteration 1F: 3 clusters Score -999894.8 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1000246.500000 Penalty: 4538.429688
	Iteration 2F: 3 clusters Score -1000246 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1000580.625000 Penalty: 4538.429688
	Iteration 3F: 3 clusters Score -1000581 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1000898.312500 Penalty: 4538.429688
	Iteration 4F: 3 clusters Score -1000898 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1001210.562500 Penalty: 4538.429688
	Iteration 5F: 3 clusters Score -1001211 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1001507.250000 Penalty: 4538.429688
	Iteration 6F: 3 clusters Score -1001507 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1001796.500000 Penalty: 4538.429688
	Iteration 7F: 3 clusters Score -1001796 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1002083.437500 Penalty: 4538.429688
	Iteration 8Q: 3 clusters Score -1002083 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1002395.875000 Penalty: 4538.429688
	Iteration 9Q: 3 clusters Score -1002396 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1002658.812500 Penalty: 4538.429688
	Iteration 10Q: 3 clusters Score -1002659 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1002903.875000 Penalty: 4538.429688
	Iteration 11Q: 3 clusters Score -1002904 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1003084.687500 Penalty: 4538.429688
	Iteration 12Q: 3 clusters Score -1003085 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1003209.312500 Penalty: 4538.429688
	Iteration 13Q: 3 clusters Score -1003209 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1003300.437500 Penalty: 4538.429688
	Iteration 14Q: 3 clusters Score -1003300 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1003374.937500 Penalty: 4538.429688
	Iteration 15Q: 3 clusters Score -1003375 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1003448.187500 Penalty: 4538.429688
	Iteration 16Q: 3 clusters Score -1003448 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1003517.562500 Penalty: 4538.429688
	Iteration 17Q: 3 clusters Score -1003518 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1003572.687500 Penalty: 4538.429688
	Iteration 18Q: 3 clusters Score -1003573 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1003610.625000 Penalty: 4538.429688
	Iteration 19Q: 3 clusters Score -1003611 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1003638.812500 Penalty: 4538.429688
	Iteration 20F: 3 clusters Score -1003639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1003660.312500 Penalty: 4538.429688
	Iteration 21Q: 3 clusters Score -1003660 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1003676.312500 Penalty: 4538.429688
	Iteration 22Q: 3 clusters Score -1003676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1003687.812500 Penalty: 4538.429688
	Iteration 23Q: 3 clusters Score -1003688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1003700.312500 Penalty: 4538.429688
	Iteration 24Q: 3 clusters Score -1003700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1003710.500000 Penalty: 4538.429688
	Iteration 25Q: 3 clusters Score -1003710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1003719.000000 Penalty: 4538.429688
	Iteration 26Q: 3 clusters Score -1003719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1003723.375000 Penalty: 4538.429688
	Iteration 27Q: 3 clusters Score -1003723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1003724.750000 Penalty: 4538.429688
	Iteration 28Q: 3 clusters Score -1003725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1003726.625000 Penalty: 4538.429688
	Iteration 29Q: 3 clusters Score -1003727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1003728.812500 Penalty: 4538.429688
	Iteration 30Q: 3 clusters Score -1003729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1003729.875000 Penalty: 4538.429688
	Iteration 31Q: 3 clusters Score -1003730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1003727.625000 Penalty: 4538.429688
	Iteration 32Q: 3 clusters Score -1003728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1003727.625000 Penalty: 4538.429688
	Iteration 33F: 3 clusters Score -1003728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Entering Unmasked Estep 
Score: -1444383.500000 Penalty: 2378.915283
	Iteration 0F: 2 clusters Score -1444384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1433727.375000 Penalty: 4757.830566
	Iteration 0F: 3 clusters Score -1433727 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1437447.750000 Penalty: 4757.830566
	Iteration 1F: 3 clusters Score -1437448 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1438191.750000 Penalty: 4757.830566
	Iteration 2F: 3 clusters Score -1438192 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1438871.250000 Penalty: 4757.830566
	Iteration 3F: 3 clusters Score -1438871 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1439490.750000 Penalty: 4757.830566
	Iteration 4F: 3 clusters Score -1439491 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1440054.750000 Penalty: 4757.830566
	Iteration 5F: 3 clusters Score -1440055 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1440482.125000 Penalty: 4757.830566
	Iteration 6F: 3 clusters Score -1440482 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1440801.625000 Penalty: 4757.830566
	Iteration 7Q: 3 clusters Score -1440802 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1441030.750000 Penalty: 4757.830566
	Iteration 8Q: 3 clusters Score -1441031 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1441224.625000 Penalty: 4757.830566
	Iteration 9Q: 3 clusters Score -1441225 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1441410.250000 Penalty: 4757.830566
	Iteration 10Q: 3 clusters Score -1441410 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1441551.625000 Penalty: 4757.830566
	Iteration 11Q: 3 clusters Score -1441552 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1441659.500000 Penalty: 4757.830566
	Iteration 12Q: 3 clusters Score -1441660 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1441764.250000 Penalty: 4757.830566
	Iteration 13Q: 3 clusters Score -1441764 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1441868.000000 Penalty: 4757.830566
	Iteration 14Q: 3 clusters Score -1441868 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1441944.625000 Penalty: 4757.830566
	Iteration 15Q: 3 clusters Score -1441945 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1442015.500000 Penalty: 4757.830566
	Iteration 16Q: 3 clusters Score -1442016 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1442108.000000 Penalty: 4757.830566
	Iteration 17Q: 3 clusters Score -1442108 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1442198.750000 Penalty: 4757.830566
	Iteration 18Q: 3 clusters Score -1442199 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1442285.625000 Penalty: 4757.830566
	Iteration 19Q: 3 clusters Score -1442286 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1442352.000000 Penalty: 4757.830566
	Iteration 20F: 3 clusters Score -1442352 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1442407.750000 Penalty: 4757.830566
	Iteration 21Q: 3 clusters Score -1442408 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1442453.125000 Penalty: 4757.830566
	Iteration 22Q: 3 clusters Score -1442453 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1442507.500000 Penalty: 4757.830566
	Iteration 23Q: 3 clusters Score -1442508 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1442569.500000 Penalty: 4757.830566
	Iteration 24Q: 3 clusters Score -1442570 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1442599.875000 Penalty: 4757.830566
	Iteration 25Q: 3 clusters Score -1442600 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1442624.625000 Penalty: 4757.830566
	Iteration 26Q: 3 clusters Score -1442625 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1442639.625000 Penalty: 4757.830566
	Iteration 27Q: 3 clusters Score -1442640 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1442652.250000 Penalty: 4757.830566
	Iteration 28Q: 3 clusters Score -1442652 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1442667.500000 Penalty: 4757.830566
	Iteration 29Q: 3 clusters Score -1442668 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1442675.000000 Penalty: 4757.830566
	Iteration 30Q: 3 clusters Score -1442675 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1442685.625000 Penalty: 4757.830566
	Iteration 31Q: 3 clusters Score -1442686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1442685.125000 Penalty: 4757.830566
	Iteration 32Q: 3 clusters Score -1442685 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1442697.125000 Penalty: 4757.830566
	Iteration 33Q: 3 clusters Score -1442697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1442698.500000 Penalty: 4757.830566
	Iteration 34Q: 3 clusters Score -1442698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1442703.000000 Penalty: 4757.830566
	Iteration 35Q: 3 clusters Score -1442703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1442704.625000 Penalty: 4757.830566
	Iteration 36Q: 3 clusters Score -1442705 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1442707.250000 Penalty: 4757.830566
	Iteration 37Q: 3 clusters Score -1442707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1442709.625000 Penalty: 4757.830566
	Iteration 38Q: 3 clusters Score -1442710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1442714.625000 Penalty: 4757.830566
	Iteration 39Q: 3 clusters Score -1442715 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1442715.125000 Penalty: 4757.830566
	Iteration 40F: 3 clusters Score -1442715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1442715.750000 Penalty: 4757.830566
	Iteration 41Q: 3 clusters Score -1442716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1442718.375000 Penalty: 4757.830566
	Iteration 42Q: 3 clusters Score -1442718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1442717.750000 Penalty: 4757.830566
	Iteration 43Q: 3 clusters Score -1442718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1442719.000000 Penalty: 4757.830566
	Iteration 44Q: 3 clusters Score -1442719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1442721.875000 Penalty: 4757.830566
	Iteration 45Q: 3 clusters Score -1442722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1442721.375000 Penalty: 4757.830566
	Iteration 46Q: 3 clusters Score -1442721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1442719.625000 Penalty: 4757.830566
	Iteration 47Q: 3 clusters Score -1442720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1442722.250000 Penalty: 4757.830566
	Iteration 48Q: 3 clusters Score -1442722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1442722.250000 Penalty: 4757.830566
	Iteration 49Q: 3 clusters Score -1442722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1442721.125000 Penalty: 4757.830566
	Iteration 50Q: 3 clusters Score -1442721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1442721.125000 Penalty: 4757.830566
	Iteration 51F: 3 clusters Score -1442721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Entering Unmasked Estep 
Score: -227601.281250 Penalty: 2034.283447
	Iteration 0F: 2 clusters Score -227601.3 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 1848 members 
Entering Unmasked Estep 
Score: -224013.343750 Penalty: 4068.566895
	Iteration 0F: 3 clusters Score -224013.3 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -225009.203125 Penalty: 4068.566895
	Iteration 1F: 3 clusters Score -225009.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -225271.609375 Penalty: 4068.566895
	Iteration 2F: 3 clusters Score -225271.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -225471.531250 Penalty: 4068.566895
	Iteration 3F: 3 clusters Score -225471.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -225633.046875 Penalty: 4068.566895
	Iteration 4F: 3 clusters Score -225633 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -225781.453125 Penalty: 4068.566895
	Iteration 5Q: 3 clusters Score -225781.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -225897.687500 Penalty: 4068.566895
	Iteration 6Q: 3 clusters Score -225897.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -225999.625000 Penalty: 4068.566895
	Iteration 7Q: 3 clusters Score -225999.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -226115.250000 Penalty: 4068.566895
	Iteration 8Q: 3 clusters Score -226115.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -226200.484375 Penalty: 4068.566895
	Iteration 9Q: 3 clusters Score -226200.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -226255.187500 Penalty: 4068.566895
	Iteration 10Q: 3 clusters Score -226255.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -226289.390625 Penalty: 4068.566895
	Iteration 11Q: 3 clusters Score -226289.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -226315.203125 Penalty: 4068.566895
	Iteration 12Q: 3 clusters Score -226315.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -226326.046875 Penalty: 4068.566895
	Iteration 13Q: 3 clusters Score -226326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -226335.234375 Penalty: 4068.566895
	Iteration 14Q: 3 clusters Score -226335.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -226343.000000 Penalty: 4068.566895
	Iteration 15Q: 3 clusters Score -226343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -226347.937500 Penalty: 4068.566895
	Iteration 16Q: 3 clusters Score -226347.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -226353.968750 Penalty: 4068.566895
	Iteration 17Q: 3 clusters Score -226354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -226356.906250 Penalty: 4068.566895
	Iteration 18Q: 3 clusters Score -226356.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -226359.000000 Penalty: 4068.566895
	Iteration 19Q: 3 clusters Score -226359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -226360.328125 Penalty: 4068.566895
	Iteration 20F: 3 clusters Score -226360.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -226360.984375 Penalty: 4068.566895
	Iteration 21Q: 3 clusters Score -226361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -226360.984375 Penalty: 4068.566895
	Iteration 22F: 3 clusters Score -226361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -24902.445312 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -24902.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -23699.238281 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -23699.24 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23861.119141 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -23861.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -23898.628906 Penalty: 2825.758301
	Iteration 2Q: 3 clusters Score -23898.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23904.875000 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -23904.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23921.234375 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -23921.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23940.671875 Penalty: 2825.758301
	Iteration 5Q: 3 clusters Score -23940.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23959.697266 Penalty: 2825.758301
	Iteration 6Q: 3 clusters Score -23959.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23969.628906 Penalty: 2825.758301
	Iteration 7Q: 3 clusters Score -23969.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23992.757812 Penalty: 2825.758301
	Iteration 8Q: 3 clusters Score -23992.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24003.382812 Penalty: 2825.758301
	Iteration 9Q: 3 clusters Score -24003.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24012.142578 Penalty: 2825.758301
	Iteration 10Q: 3 clusters Score -24012.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24016.025391 Penalty: 2825.758301
	Iteration 11Q: 3 clusters Score -24016.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24016.025391 Penalty: 2825.758301
	Iteration 12F: 3 clusters Score -24016.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Entering Unmasked Estep 
Score: -493887.843750 Penalty: 2089.745361
	Iteration 0F: 2 clusters Score -493887.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -489605.093750 Penalty: 4179.490723
	Iteration 0F: 3 clusters Score -489605.1 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -490668.250000 Penalty: 4179.490723
	Iteration 1F: 3 clusters Score -490668.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -490949.562500 Penalty: 4179.490723
	Iteration 2F: 3 clusters Score -490949.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -491160.937500 Penalty: 4179.490723
	Iteration 3F: 3 clusters Score -491160.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -491356.781250 Penalty: 4179.490723
	Iteration 4F: 3 clusters Score -491356.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -491587.187500 Penalty: 4179.490723
	Iteration 5F: 3 clusters Score -491587.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -491819.406250 Penalty: 4179.490723
	Iteration 6F: 3 clusters Score -491819.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -492082.906250 Penalty: 4179.490723
	Iteration 7F: 3 clusters Score -492082.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -492352.812500 Penalty: 4179.490723
	Iteration 8F: 3 clusters Score -492352.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -492573.781250 Penalty: 4179.490723
	Iteration 9F: 3 clusters Score -492573.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -492722.812500 Penalty: 4179.490723
	Iteration 10Q: 3 clusters Score -492722.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -492852.312500 Penalty: 4179.490723
	Iteration 11Q: 3 clusters Score -492852.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -492944.250000 Penalty: 4179.490723
	Iteration 12Q: 3 clusters Score -492944.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -493008.750000 Penalty: 4179.490723
	Iteration 13Q: 3 clusters Score -493008.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -493064.000000 Penalty: 4179.490723
	Iteration 14Q: 3 clusters Score -493064 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -493097.156250 Penalty: 4179.490723
	Iteration 15Q: 3 clusters Score -493097.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -493119.312500 Penalty: 4179.490723
	Iteration 16Q: 3 clusters Score -493119.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -493140.625000 Penalty: 4179.490723
	Iteration 17Q: 3 clusters Score -493140.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -493169.031250 Penalty: 4179.490723
	Iteration 18Q: 3 clusters Score -493169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -493188.562500 Penalty: 4179.490723
	Iteration 19Q: 3 clusters Score -493188.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -493209.468750 Penalty: 4179.490723
	Iteration 20F: 3 clusters Score -493209.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -493221.031250 Penalty: 4179.490723
	Iteration 21Q: 3 clusters Score -493221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -493226.531250 Penalty: 4179.490723
	Iteration 22Q: 3 clusters Score -493226.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -493230.125000 Penalty: 4179.490723
	Iteration 23Q: 3 clusters Score -493230.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -493235.312500 Penalty: 4179.490723
	Iteration 24Q: 3 clusters Score -493235.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -493239.593750 Penalty: 4179.490723
	Iteration 25Q: 3 clusters Score -493239.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -493241.750000 Penalty: 4179.490723
	Iteration 26Q: 3 clusters Score -493241.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -493241.750000 Penalty: 4179.490723
	Iteration 27F: 3 clusters Score -493241.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Entering Unmasked Estep 
Score: -1163267.750000 Penalty: 2304.921387
	Iteration 0F: 2 clusters Score -1163268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1154986.375000 Penalty: 4609.842773
	Iteration 0F: 3 clusters Score -1154986 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1157415.625000 Penalty: 4609.842773
	Iteration 1F: 3 clusters Score -1157416 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1157713.250000 Penalty: 4609.842773
	Iteration 2F: 3 clusters Score -1157713 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1157945.125000 Penalty: 4609.842773
	Iteration 3Q: 3 clusters Score -1157945 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1158168.000000 Penalty: 4609.842773
	Iteration 4Q: 3 clusters Score -1158168 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1158402.625000 Penalty: 4609.842773
	Iteration 5Q: 3 clusters Score -1158403 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1158690.875000 Penalty: 4609.842773
	Iteration 6Q: 3 clusters Score -1158691 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1158995.875000 Penalty: 4609.842773
	Iteration 7Q: 3 clusters Score -1158996 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1159346.875000 Penalty: 4609.842773
	Iteration 8Q: 3 clusters Score -1159347 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1159737.875000 Penalty: 4609.842773
	Iteration 9Q: 3 clusters Score -1159738 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1160061.500000 Penalty: 4609.842773
	Iteration 10Q: 3 clusters Score -1160062 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1160305.500000 Penalty: 4609.842773
	Iteration 11Q: 3 clusters Score -1160306 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1160503.125000 Penalty: 4609.842773
	Iteration 12Q: 3 clusters Score -1160503 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1160688.250000 Penalty: 4609.842773
	Iteration 13Q: 3 clusters Score -1160688 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1160852.500000 Penalty: 4609.842773
	Iteration 14Q: 3 clusters Score -1160852 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1161039.125000 Penalty: 4609.842773
	Iteration 15Q: 3 clusters Score -1161039 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1161219.875000 Penalty: 4609.842773
	Iteration 16Q: 3 clusters Score -1161220 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1161407.250000 Penalty: 4609.842773
	Iteration 17Q: 3 clusters Score -1161407 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1161616.000000 Penalty: 4609.842773
	Iteration 18Q: 3 clusters Score -1161616 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1161762.125000 Penalty: 4609.842773
	Iteration 19Q: 3 clusters Score -1161762 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1161842.250000 Penalty: 4609.842773
	Iteration 20F: 3 clusters Score -1161842 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1161887.375000 Penalty: 4609.842773
	Iteration 21Q: 3 clusters Score -1161887 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1161935.125000 Penalty: 4609.842773
	Iteration 22Q: 3 clusters Score -1161935 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1161963.375000 Penalty: 4609.842773
	Iteration 23Q: 3 clusters Score -1161963 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1161991.500000 Penalty: 4609.842773
	Iteration 24Q: 3 clusters Score -1161992 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1162008.125000 Penalty: 4609.842773
	Iteration 25Q: 3 clusters Score -1162008 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1162019.750000 Penalty: 4609.842773
	Iteration 26Q: 3 clusters Score -1162020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1162026.750000 Penalty: 4609.842773
	Iteration 27Q: 3 clusters Score -1162027 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1162037.375000 Penalty: 4609.842773
	Iteration 28Q: 3 clusters Score -1162037 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1162052.125000 Penalty: 4609.842773
	Iteration 29Q: 3 clusters Score -1162052 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1162065.000000 Penalty: 4609.842773
	Iteration 30Q: 3 clusters Score -1162065 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1162085.250000 Penalty: 4609.842773
	Iteration 31Q: 3 clusters Score -1162085 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1162107.875000 Penalty: 4609.842773
	Iteration 32Q: 3 clusters Score -1162108 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1162141.000000 Penalty: 4609.842773
	Iteration 33Q: 3 clusters Score -1162141 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1162180.375000 Penalty: 4609.842773
	Iteration 34Q: 3 clusters Score -1162180 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1162233.625000 Penalty: 4609.842773
	Iteration 35Q: 3 clusters Score -1162234 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1162288.000000 Penalty: 4609.842773
	Iteration 36Q: 3 clusters Score -1162288 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1162341.750000 Penalty: 4609.842773
	Iteration 37Q: 3 clusters Score -1162342 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1162405.625000 Penalty: 4609.842773
	Iteration 38Q: 3 clusters Score -1162406 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1162491.625000 Penalty: 4609.842773
	Iteration 39Q: 3 clusters Score -1162492 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1162606.875000 Penalty: 4609.842773
	Iteration 40F: 3 clusters Score -1162607 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1162754.500000 Penalty: 4609.842773
	Iteration 41Q: 3 clusters Score -1162754 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1162875.250000 Penalty: 4609.842773
	Iteration 42Q: 3 clusters Score -1162875 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1162969.375000 Penalty: 4609.842773
	Iteration 43Q: 3 clusters Score -1162969 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1163031.625000 Penalty: 4609.842773
	Iteration 44Q: 3 clusters Score -1163032 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1163074.750000 Penalty: 4609.842773
	Iteration 45Q: 3 clusters Score -1163075 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1163117.125000 Penalty: 4609.842773
	Iteration 46Q: 3 clusters Score -1163117 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1163152.125000 Penalty: 4609.842773
	Iteration 47Q: 3 clusters Score -1163152 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1163167.125000 Penalty: 4609.842773
	Iteration 48Q: 3 clusters Score -1163167 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1163172.750000 Penalty: 4609.842773
	Iteration 49Q: 3 clusters Score -1163173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1163178.500000 Penalty: 4609.842773
	Iteration 50Q: 3 clusters Score -1163178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1163180.625000 Penalty: 4609.842773
	Iteration 51Q: 3 clusters Score -1163181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1163182.125000 Penalty: 4609.842773
	Iteration 52Q: 3 clusters Score -1163182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1163183.750000 Penalty: 4609.842773
	Iteration 53Q: 3 clusters Score -1163184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1163185.625000 Penalty: 4609.842773
	Iteration 54Q: 3 clusters Score -1163186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1163186.375000 Penalty: 4609.842773
	Iteration 55Q: 3 clusters Score -1163186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1163186.750000 Penalty: 4609.842773
	Iteration 56Q: 3 clusters Score -1163187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1163186.125000 Penalty: 4609.842773
	Iteration 57Q: 3 clusters Score -1163186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1163186.125000 Penalty: 4609.842773
	Iteration 58Q: 3 clusters Score -1163186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1163186.250000 Penalty: 4609.842773
	Iteration 59Q: 3 clusters Score -1163186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1163185.625000 Penalty: 4609.842773
	Iteration 60F: 3 clusters Score -1163186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1163185.750000 Penalty: 4609.842773
	Iteration 61Q: 3 clusters Score -1163186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1163185.750000 Penalty: 4609.842773
	Iteration 62F: 3 clusters Score -1163186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Entering Unmasked Estep 
Score: -1019175.062500 Penalty: 2323.186279
	Iteration 0F: 2 clusters Score -1019175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1010378.562500 Penalty: 4646.372559
	Iteration 0F: 3 clusters Score -1010379 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1013215.250000 Penalty: 4646.372559
	Iteration 1F: 3 clusters Score -1013215 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1013863.187500 Penalty: 4646.372559
	Iteration 2F: 3 clusters Score -1013863 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1014521.687500 Penalty: 4646.372559
	Iteration 3F: 3 clusters Score -1014522 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1015099.625000 Penalty: 4646.372559
	Iteration 4F: 3 clusters Score -1015100 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1015567.875000 Penalty: 4646.372559
	Iteration 5F: 3 clusters Score -1015568 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1015913.687500 Penalty: 4646.372559
	Iteration 6F: 3 clusters Score -1015914 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1016146.375000 Penalty: 4646.372559
	Iteration 7Q: 3 clusters Score -1016146 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1016328.750000 Penalty: 4646.372559
	Iteration 8Q: 3 clusters Score -1016329 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1016471.625000 Penalty: 4646.372559
	Iteration 9Q: 3 clusters Score -1016472 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1016579.375000 Penalty: 4646.372559
	Iteration 10Q: 3 clusters Score -1016579 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1016674.812500 Penalty: 4646.372559
	Iteration 11Q: 3 clusters Score -1016675 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1016746.312500 Penalty: 4646.372559
	Iteration 12Q: 3 clusters Score -1016746 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1016809.250000 Penalty: 4646.372559
	Iteration 13Q: 3 clusters Score -1016809 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1016850.500000 Penalty: 4646.372559
	Iteration 14Q: 3 clusters Score -1016850 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1016890.062500 Penalty: 4646.372559
	Iteration 15Q: 3 clusters Score -1016890 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1016935.187500 Penalty: 4646.372559
	Iteration 16Q: 3 clusters Score -1016935 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1016975.375000 Penalty: 4646.372559
	Iteration 17Q: 3 clusters Score -1016975 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1017015.437500 Penalty: 4646.372559
	Iteration 18Q: 3 clusters Score -1017015 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1017042.062500 Penalty: 4646.372559
	Iteration 19Q: 3 clusters Score -1017042 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1017071.687500 Penalty: 4646.372559
	Iteration 20F: 3 clusters Score -1017072 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1017097.875000 Penalty: 4646.372559
	Iteration 21Q: 3 clusters Score -1017098 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1017117.000000 Penalty: 4646.372559
	Iteration 22Q: 3 clusters Score -1017117 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1017134.250000 Penalty: 4646.372559
	Iteration 23Q: 3 clusters Score -1017134 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1017149.750000 Penalty: 4646.372559
	Iteration 24Q: 3 clusters Score -1017150 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1017165.187500 Penalty: 4646.372559
	Iteration 25Q: 3 clusters Score -1017165 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1017179.500000 Penalty: 4646.372559
	Iteration 26Q: 3 clusters Score -1017180 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1017200.937500 Penalty: 4646.372559
	Iteration 27Q: 3 clusters Score -1017201 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1017216.687500 Penalty: 4646.372559
	Iteration 28Q: 3 clusters Score -1017217 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1017231.812500 Penalty: 4646.372559
	Iteration 29Q: 3 clusters Score -1017232 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1017248.062500 Penalty: 4646.372559
	Iteration 30Q: 3 clusters Score -1017248 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1017269.437500 Penalty: 4646.372559
	Iteration 31Q: 3 clusters Score -1017269 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1017297.250000 Penalty: 4646.372559
	Iteration 32Q: 3 clusters Score -1017297 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1017326.687500 Penalty: 4646.372559
	Iteration 33Q: 3 clusters Score -1017327 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1017368.312500 Penalty: 4646.372559
	Iteration 34Q: 3 clusters Score -1017368 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1017403.375000 Penalty: 4646.372559
	Iteration 35Q: 3 clusters Score -1017403 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1017427.000000 Penalty: 4646.372559
	Iteration 36Q: 3 clusters Score -1017427 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1017453.937500 Penalty: 4646.372559
	Iteration 37Q: 3 clusters Score -1017454 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1017483.312500 Penalty: 4646.372559
	Iteration 38Q: 3 clusters Score -1017483 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1017516.687500 Penalty: 4646.372559
	Iteration 39Q: 3 clusters Score -1017517 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1017538.687500 Penalty: 4646.372559
	Iteration 40F: 3 clusters Score -1017539 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1017560.125000 Penalty: 4646.372559
	Iteration 41Q: 3 clusters Score -1017560 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1017577.562500 Penalty: 4646.372559
	Iteration 42Q: 3 clusters Score -1017578 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1017596.000000 Penalty: 4646.372559
	Iteration 43Q: 3 clusters Score -1017596 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1017620.687500 Penalty: 4646.372559
	Iteration 44Q: 3 clusters Score -1017621 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1017645.375000 Penalty: 4646.372559
	Iteration 45Q: 3 clusters Score -1017645 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1017672.500000 Penalty: 4646.372559
	Iteration 46Q: 3 clusters Score -1017672 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1017693.062500 Penalty: 4646.372559
	Iteration 47Q: 3 clusters Score -1017693 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1017709.250000 Penalty: 4646.372559
	Iteration 48Q: 3 clusters Score -1017709 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1017723.125000 Penalty: 4646.372559
	Iteration 49Q: 3 clusters Score -1017723 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1017734.625000 Penalty: 4646.372559
	Iteration 50Q: 3 clusters Score -1017735 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1017749.812500 Penalty: 4646.372559
	Iteration 51Q: 3 clusters Score -1017750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1017760.437500 Penalty: 4646.372559
	Iteration 52Q: 3 clusters Score -1017760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1017768.812500 Penalty: 4646.372559
	Iteration 53Q: 3 clusters Score -1017769 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1017778.125000 Penalty: 4646.372559
	Iteration 54Q: 3 clusters Score -1017778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1017781.000000 Penalty: 4646.372559
	Iteration 55Q: 3 clusters Score -1017781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1017792.812500 Penalty: 4646.372559
	Iteration 56Q: 3 clusters Score -1017793 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1017804.125000 Penalty: 4646.372559
	Iteration 57Q: 3 clusters Score -1017804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1017811.750000 Penalty: 4646.372559
	Iteration 58Q: 3 clusters Score -1017812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1017819.437500 Penalty: 4646.372559
	Iteration 59Q: 3 clusters Score -1017819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1017825.187500 Penalty: 4646.372559
	Iteration 60F: 3 clusters Score -1017825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1017831.125000 Penalty: 4646.372559
	Iteration 61Q: 3 clusters Score -1017831 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1017837.875000 Penalty: 4646.372559
	Iteration 62Q: 3 clusters Score -1017838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1017844.375000 Penalty: 4646.372559
	Iteration 63Q: 3 clusters Score -1017844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1017846.875000 Penalty: 4646.372559
	Iteration 64Q: 3 clusters Score -1017847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1017851.812500 Penalty: 4646.372559
	Iteration 65Q: 3 clusters Score -1017852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1017853.875000 Penalty: 4646.372559
	Iteration 66Q: 3 clusters Score -1017854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1017861.625000 Penalty: 4646.372559
	Iteration 67Q: 3 clusters Score -1017862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1017865.625000 Penalty: 4646.372559
	Iteration 68Q: 3 clusters Score -1017866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1017867.875000 Penalty: 4646.372559
	Iteration 69Q: 3 clusters Score -1017868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1017872.937500 Penalty: 4646.372559
	Iteration 70Q: 3 clusters Score -1017873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1017878.000000 Penalty: 4646.372559
	Iteration 71Q: 3 clusters Score -1017878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1017880.312500 Penalty: 4646.372559
	Iteration 72Q: 3 clusters Score -1017880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1017884.375000 Penalty: 4646.372559
	Iteration 73Q: 3 clusters Score -1017884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1017886.500000 Penalty: 4646.372559
	Iteration 74Q: 3 clusters Score -1017886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1017890.000000 Penalty: 4646.372559
	Iteration 75Q: 3 clusters Score -1017890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1017890.125000 Penalty: 4646.372559
	Iteration 76Q: 3 clusters Score -1017890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1017892.500000 Penalty: 4646.372559
	Iteration 77Q: 3 clusters Score -1017892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1017893.937500 Penalty: 4646.372559
	Iteration 78Q: 3 clusters Score -1017894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1017894.750000 Penalty: 4646.372559
	Iteration 79Q: 3 clusters Score -1017895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1017896.625000 Penalty: 4646.372559
	Iteration 80F: 3 clusters Score -1017897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1017897.937500 Penalty: 4646.372559
	Iteration 81Q: 3 clusters Score -1017898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1017899.750000 Penalty: 4646.372559
	Iteration 82Q: 3 clusters Score -1017900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1017903.750000 Penalty: 4646.372559
	Iteration 83Q: 3 clusters Score -1017904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1017904.437500 Penalty: 4646.372559
	Iteration 84Q: 3 clusters Score -1017904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1017904.437500 Penalty: 4646.372559
	Iteration 85F: 3 clusters Score -1017904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Entering Unmasked Estep 
Score: -729314.187500 Penalty: 2187.350342
	Iteration 0F: 2 clusters Score -729314.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -723668.875000 Penalty: 4374.700684
	Iteration 0F: 3 clusters Score -723668.9 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -725185.312500 Penalty: 4374.700684
	Iteration 1F: 3 clusters Score -725185.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -725436.875000 Penalty: 4374.700684
	Iteration 2F: 3 clusters Score -725436.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -725598.812500 Penalty: 4374.700684
	Iteration 3Q: 3 clusters Score -725598.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -725732.000000 Penalty: 4374.700684
	Iteration 4Q: 3 clusters Score -725732 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -725883.937500 Penalty: 4374.700684
	Iteration 5Q: 3 clusters Score -725883.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -726005.875000 Penalty: 4374.700684
	Iteration 6Q: 3 clusters Score -726005.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -726121.750000 Penalty: 4374.700684
	Iteration 7Q: 3 clusters Score -726121.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -726265.437500 Penalty: 4374.700684
	Iteration 8Q: 3 clusters Score -726265.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -726423.875000 Penalty: 4374.700684
	Iteration 9Q: 3 clusters Score -726423.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -726596.187500 Penalty: 4374.700684
	Iteration 10Q: 3 clusters Score -726596.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -726784.562500 Penalty: 4374.700684
	Iteration 11Q: 3 clusters Score -726784.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -726963.312500 Penalty: 4374.700684
	Iteration 12Q: 3 clusters Score -726963.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -727145.250000 Penalty: 4374.700684
	Iteration 13Q: 3 clusters Score -727145.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -727272.250000 Penalty: 4374.700684
	Iteration 14Q: 3 clusters Score -727272.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -727355.562500 Penalty: 4374.700684
	Iteration 15Q: 3 clusters Score -727355.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -727414.312500 Penalty: 4374.700684
	Iteration 16Q: 3 clusters Score -727414.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -727451.187500 Penalty: 4374.700684
	Iteration 17Q: 3 clusters Score -727451.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -727478.125000 Penalty: 4374.700684
	Iteration 18Q: 3 clusters Score -727478.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -727494.437500 Penalty: 4374.700684
	Iteration 19Q: 3 clusters Score -727494.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -727514.062500 Penalty: 4374.700684
	Iteration 20F: 3 clusters Score -727514.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -727531.250000 Penalty: 4374.700684
	Iteration 21Q: 3 clusters Score -727531.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -727548.750000 Penalty: 4374.700684
	Iteration 22Q: 3 clusters Score -727548.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -727561.562500 Penalty: 4374.700684
	Iteration 23Q: 3 clusters Score -727561.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -727569.187500 Penalty: 4374.700684
	Iteration 24Q: 3 clusters Score -727569.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -727571.687500 Penalty: 4374.700684
	Iteration 25Q: 3 clusters Score -727571.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -727573.812500 Penalty: 4374.700684
	Iteration 26Q: 3 clusters Score -727573.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -727575.812500 Penalty: 4374.700684
	Iteration 27Q: 3 clusters Score -727575.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -727580.000000 Penalty: 4374.700684
	Iteration 28Q: 3 clusters Score -727580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -727583.125000 Penalty: 4374.700684
	Iteration 29Q: 3 clusters Score -727583.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -727586.937500 Penalty: 4374.700684
	Iteration 30Q: 3 clusters Score -727586.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -727587.562500 Penalty: 4374.700684
	Iteration 31Q: 3 clusters Score -727587.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -727590.812500 Penalty: 4374.700684
	Iteration 32Q: 3 clusters Score -727590.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -727589.437500 Penalty: 4374.700684
	Iteration 33Q: 3 clusters Score -727589.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -727590.250000 Penalty: 4374.700684
	Iteration 34Q: 3 clusters Score -727590.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -727590.250000 Penalty: 4374.700684
	Iteration 35F: 3 clusters Score -727590.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (26111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Entering Unmasked Estep 
Score: -2227520.500000 Penalty: 2522.187744
	Iteration 0F: 2 clusters Score -2227520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2209367.750000 Penalty: 5044.375488
	Iteration 0F: 3 clusters Score -2209368 nChanged 11760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2216120.250000 Penalty: 5044.375488
	Iteration 1F: 3 clusters Score -2216120 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2216969.250000 Penalty: 5044.375488
	Iteration 2F: 3 clusters Score -2216969 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2217838.000000 Penalty: 5044.375488
	Iteration 3F: 3 clusters Score -2217838 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2218782.250000 Penalty: 5044.375488
	Iteration 4F: 3 clusters Score -2218782 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2219722.500000 Penalty: 5044.375488
	Iteration 5F: 3 clusters Score -2219722 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2220544.750000 Penalty: 5044.375488
	Iteration 6F: 3 clusters Score -2220545 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2221288.000000 Penalty: 5044.375488
	Iteration 7F: 3 clusters Score -2221288 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2221965.250000 Penalty: 5044.375488
	Iteration 8Q: 3 clusters Score -2221965 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2222490.500000 Penalty: 5044.375488
	Iteration 9Q: 3 clusters Score -2222490 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2222953.750000 Penalty: 5044.375488
	Iteration 10Q: 3 clusters Score -2222954 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2223280.750000 Penalty: 5044.375488
	Iteration 11Q: 3 clusters Score -2223281 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2223512.250000 Penalty: 5044.375488
	Iteration 12Q: 3 clusters Score -2223512 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -2223696.750000 Penalty: 5044.375488
	Iteration 13Q: 3 clusters Score -2223697 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2223839.000000 Penalty: 5044.375488
	Iteration 14Q: 3 clusters Score -2223839 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2223931.250000 Penalty: 5044.375488
	Iteration 15Q: 3 clusters Score -2223931 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2224005.500000 Penalty: 5044.375488
	Iteration 16Q: 3 clusters Score -2224006 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2224063.000000 Penalty: 5044.375488
	Iteration 17Q: 3 clusters Score -2224063 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2224122.000000 Penalty: 5044.375488
	Iteration 18Q: 3 clusters Score -2224122 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -2224175.750000 Penalty: 5044.375488
	Iteration 19Q: 3 clusters Score -2224176 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2224223.750000 Penalty: 5044.375488
	Iteration 20F: 3 clusters Score -2224224 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -2224279.250000 Penalty: 5044.375488
	Iteration 21Q: 3 clusters Score -2224279 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2224311.500000 Penalty: 5044.375488
	Iteration 22Q: 3 clusters Score -2224312 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2224355.250000 Penalty: 5044.375488
	Iteration 23Q: 3 clusters Score -2224355 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2224388.000000 Penalty: 5044.375488
	Iteration 24Q: 3 clusters Score -2224388 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -2224420.750000 Penalty: 5044.375488
	Iteration 25Q: 3 clusters Score -2224421 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -2224454.500000 Penalty: 5044.375488
	Iteration 26Q: 3 clusters Score -2224454 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -2224483.750000 Penalty: 5044.375488
	Iteration 27Q: 3 clusters Score -2224484 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2224506.750000 Penalty: 5044.375488
	Iteration 28Q: 3 clusters Score -2224507 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -2224533.250000 Penalty: 5044.375488
	Iteration 29Q: 3 clusters Score -2224533 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -2224544.250000 Penalty: 5044.375488
	Iteration 30Q: 3 clusters Score -2224544 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2224567.750000 Penalty: 5044.375488
	Iteration 31Q: 3 clusters Score -2224568 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2224580.250000 Penalty: 5044.375488
	Iteration 32Q: 3 clusters Score -2224580 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2224595.750000 Penalty: 5044.375488
	Iteration 33Q: 3 clusters Score -2224596 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -2224612.000000 Penalty: 5044.375488
	Iteration 34Q: 3 clusters Score -2224612 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -2224632.750000 Penalty: 5044.375488
	Iteration 35Q: 3 clusters Score -2224633 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2224652.250000 Penalty: 5044.375488
	Iteration 36Q: 3 clusters Score -2224652 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -2224677.250000 Penalty: 5044.375488
	Iteration 37Q: 3 clusters Score -2224677 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2224691.750000 Penalty: 5044.375488
	Iteration 38Q: 3 clusters Score -2224692 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2224710.250000 Penalty: 5044.375488
	Iteration 39Q: 3 clusters Score -2224710 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2224729.500000 Penalty: 5044.375488
	Iteration 40F: 3 clusters Score -2224730 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2224743.500000 Penalty: 5044.375488
	Iteration 41Q: 3 clusters Score -2224744 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2224760.250000 Penalty: 5044.375488
	Iteration 42Q: 3 clusters Score -2224760 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2224786.750000 Penalty: 5044.375488
	Iteration 43Q: 3 clusters Score -2224787 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2224801.000000 Penalty: 5044.375488
	Iteration 44Q: 3 clusters Score -2224801 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2224822.000000 Penalty: 5044.375488
	Iteration 45Q: 3 clusters Score -2224822 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2224828.250000 Penalty: 5044.375488
	Iteration 46Q: 3 clusters Score -2224828 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -2224841.500000 Penalty: 5044.375488
	Iteration 47Q: 3 clusters Score -2224842 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2224867.500000 Penalty: 5044.375488
	Iteration 48Q: 3 clusters Score -2224868 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2224885.500000 Penalty: 5044.375488
	Iteration 49Q: 3 clusters Score -2224886 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2224898.000000 Penalty: 5044.375488
	Iteration 50Q: 3 clusters Score -2224898 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2224922.500000 Penalty: 5044.375488
	Iteration 51Q: 3 clusters Score -2224922 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -2224944.000000 Penalty: 5044.375488
	Iteration 52Q: 3 clusters Score -2224944 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2224958.250000 Penalty: 5044.375488
	Iteration 53Q: 3 clusters Score -2224958 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -2224989.750000 Penalty: 5044.375488
	Iteration 54Q: 3 clusters Score -2224990 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2225025.500000 Penalty: 5044.375488
	Iteration 55Q: 3 clusters Score -2225026 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -2225072.250000 Penalty: 5044.375488
	Iteration 56Q: 3 clusters Score -2225072 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2225137.500000 Penalty: 5044.375488
	Iteration 57Q: 3 clusters Score -2225138 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -2225203.500000 Penalty: 5044.375488
	Iteration 58Q: 3 clusters Score -2225204 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2225267.500000 Penalty: 5044.375488
	Iteration 59Q: 3 clusters Score -2225268 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2225344.250000 Penalty: 5044.375488
	Iteration 60F: 3 clusters Score -2225344 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -2225427.250000 Penalty: 5044.375488
	Iteration 61Q: 3 clusters Score -2225427 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -2225521.000000 Penalty: 5044.375488
	Iteration 62Q: 3 clusters Score -2225521 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -2225592.750000 Penalty: 5044.375488
	Iteration 63Q: 3 clusters Score -2225593 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -2225676.750000 Penalty: 5044.375488
	Iteration 64Q: 3 clusters Score -2225677 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -2225757.750000 Penalty: 5044.375488
	Iteration 65Q: 3 clusters Score -2225758 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -2225817.500000 Penalty: 5044.375488
	Iteration 66Q: 3 clusters Score -2225818 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -2225865.250000 Penalty: 5044.375488
	Iteration 67Q: 3 clusters Score -2225865 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -2225913.250000 Penalty: 5044.375488
	Iteration 68Q: 3 clusters Score -2225913 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -2225953.250000 Penalty: 5044.375488
	Iteration 69Q: 3 clusters Score -2225953 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -2225989.000000 Penalty: 5044.375488
	Iteration 70Q: 3 clusters Score -2225989 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -2226018.250000 Penalty: 5044.375488
	Iteration 71Q: 3 clusters Score -2226018 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -2226051.500000 Penalty: 5044.375488
	Iteration 72Q: 3 clusters Score -2226052 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -2226071.000000 Penalty: 5044.375488
	Iteration 73Q: 3 clusters Score -2226071 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -2226092.250000 Penalty: 5044.375488
	Iteration 74Q: 3 clusters Score -2226092 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -2226105.000000 Penalty: 5044.375488
	Iteration 75Q: 3 clusters Score -2226105 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -2226112.500000 Penalty: 5044.375488
	Iteration 76Q: 3 clusters Score -2226112 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -2226121.500000 Penalty: 5044.375488
	Iteration 77Q: 3 clusters Score -2226122 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -2226135.250000 Penalty: 5044.375488
	Iteration 78Q: 3 clusters Score -2226135 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -2226141.000000 Penalty: 5044.375488
	Iteration 79Q: 3 clusters Score -2226141 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -2226147.750000 Penalty: 5044.375488
	Iteration 80F: 3 clusters Score -2226148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -2226159.250000 Penalty: 5044.375488
	Iteration 81Q: 3 clusters Score -2226159 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -2226167.250000 Penalty: 5044.375488
	Iteration 82Q: 3 clusters Score -2226167 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -2226173.250000 Penalty: 5044.375488
	Iteration 83Q: 3 clusters Score -2226173 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -2226170.250000 Penalty: 5044.375488
	Iteration 84Q: 3 clusters Score -2226170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -2226179.500000 Penalty: 5044.375488
	Iteration 85Q: 3 clusters Score -2226180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -2226174.750000 Penalty: 5044.375488
	Iteration 86Q: 3 clusters Score -2226175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -2226176.500000 Penalty: 5044.375488
	Iteration 87Q: 3 clusters Score -2226176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -2226179.500000 Penalty: 5044.375488
	Iteration 88Q: 3 clusters Score -2226180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -2226178.000000 Penalty: 5044.375488
	Iteration 89Q: 3 clusters Score -2226178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -2226178.000000 Penalty: 5044.375488
	Iteration 90Q: 3 clusters Score -2226178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -2226181.000000 Penalty: 5044.375488
	Iteration 91Q: 3 clusters Score -2226181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -2226180.750000 Penalty: 5044.375488
	Iteration 92Q: 3 clusters Score -2226181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -2226182.000000 Penalty: 5044.375488
	Iteration 93Q: 3 clusters Score -2226182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -2226180.500000 Penalty: 5044.375488
	Iteration 94Q: 3 clusters Score -2226180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -2226179.750000 Penalty: 5044.375488
	Iteration 95Q: 3 clusters Score -2226180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -2226179.750000 Penalty: 5044.375488
	Iteration 96F: 3 clusters Score -2226180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Entering Unmasked Estep 
Score: -3187133.750000 Penalty: 2549.483643
	Iteration 0F: 2 clusters Score -3187134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -3167047.500000 Penalty: 5098.967285
	Iteration 0F: 3 clusters Score -3167048 nChanged 13130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -3174329.250000 Penalty: 5098.967285
	Iteration 1F: 3 clusters Score -3174329 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -3174764.000000 Penalty: 5098.967285
	Iteration 2Q: 3 clusters Score -3174764 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -3175102.250000 Penalty: 5098.967285
	Iteration 3Q: 3 clusters Score -3175102 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -3175384.500000 Penalty: 5098.967285
	Iteration 4Q: 3 clusters Score -3175384 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -3175647.000000 Penalty: 5098.967285
	Iteration 5Q: 3 clusters Score -3175647 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -3175871.750000 Penalty: 5098.967285
	Iteration 6Q: 3 clusters Score -3175872 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -3176075.750000 Penalty: 5098.967285
	Iteration 7Q: 3 clusters Score -3176076 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -3176299.250000 Penalty: 5098.967285
	Iteration 8Q: 3 clusters Score -3176299 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -3176564.750000 Penalty: 5098.967285
	Iteration 9Q: 3 clusters Score -3176565 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -3176895.000000 Penalty: 5098.967285
	Iteration 10Q: 3 clusters Score -3176895 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -3177311.250000 Penalty: 5098.967285
	Iteration 11Q: 3 clusters Score -3177311 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -3177833.750000 Penalty: 5098.967285
	Iteration 12Q: 3 clusters Score -3177834 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -3178585.000000 Penalty: 5098.967285
	Iteration 13Q: 3 clusters Score -3178585 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -3179583.500000 Penalty: 5098.967285
	Iteration 14F: 3 clusters Score -3179584 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -3180763.250000 Penalty: 5098.967285
	Iteration 15F: 3 clusters Score -3180763 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -3181964.500000 Penalty: 5098.967285
	Iteration 16F: 3 clusters Score -3181964 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -3182914.250000 Penalty: 5098.967285
	Iteration 17Q: 3 clusters Score -3182914 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -3183633.500000 Penalty: 5098.967285
	Iteration 18Q: 3 clusters Score -3183634 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -3184134.500000 Penalty: 5098.967285
	Iteration 19Q: 3 clusters Score -3184134 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -3184440.750000 Penalty: 5098.967285
	Iteration 20F: 3 clusters Score -3184441 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -3184628.750000 Penalty: 5098.967285
	Iteration 21Q: 3 clusters Score -3184629 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -3184711.250000 Penalty: 5098.967285
	Iteration 22Q: 3 clusters Score -3184711 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -3184766.000000 Penalty: 5098.967285
	Iteration 23Q: 3 clusters Score -3184766 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -3184814.250000 Penalty: 5098.967285
	Iteration 24Q: 3 clusters Score -3184814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -3184832.500000 Penalty: 5098.967285
	Iteration 25Q: 3 clusters Score -3184832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -3184846.500000 Penalty: 5098.967285
	Iteration 26Q: 3 clusters Score -3184846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -3184859.250000 Penalty: 5098.967285
	Iteration 27Q: 3 clusters Score -3184859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -3184867.750000 Penalty: 5098.967285
	Iteration 28Q: 3 clusters Score -3184868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -3184874.250000 Penalty: 5098.967285
	Iteration 29Q: 3 clusters Score -3184874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -3184878.000000 Penalty: 5098.967285
	Iteration 30Q: 3 clusters Score -3184878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -3184879.000000 Penalty: 5098.967285
	Iteration 31Q: 3 clusters Score -3184879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -3184888.000000 Penalty: 5098.967285
	Iteration 32Q: 3 clusters Score -3184888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -3184891.750000 Penalty: 5098.967285
	Iteration 33Q: 3 clusters Score -3184892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -3184896.250000 Penalty: 5098.967285
	Iteration 34Q: 3 clusters Score -3184896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -3184901.750000 Penalty: 5098.967285
	Iteration 35Q: 3 clusters Score -3184902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -3184912.000000 Penalty: 5098.967285
	Iteration 36Q: 3 clusters Score -3184912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -3184919.000000 Penalty: 5098.967285
	Iteration 37Q: 3 clusters Score -3184919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -3184926.000000 Penalty: 5098.967285
	Iteration 38Q: 3 clusters Score -3184926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -3184932.500000 Penalty: 5098.967285
	Iteration 39Q: 3 clusters Score -3184932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -3184930.000000 Penalty: 5098.967285
	Iteration 40F: 3 clusters Score -3184930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -3184929.500000 Penalty: 5098.967285
	Iteration 41Q: 3 clusters Score -3184930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -3184929.500000 Penalty: 5098.967285
	Iteration 42F: 3 clusters Score -3184930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Entering Unmasked Estep 
Score: -3107773.250000 Penalty: 2542.231689
	Iteration 0F: 2 clusters Score -3107773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -3088301.250000 Penalty: 5084.463379
	Iteration 0F: 3 clusters Score -3088301 nChanged 12717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -3095245.500000 Penalty: 5084.463379
	Iteration 1F: 3 clusters Score -3095246 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -3095832.000000 Penalty: 5084.463379
	Iteration 2F: 3 clusters Score -3095832 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -3096550.000000 Penalty: 5084.463379
	Iteration 3F: 3 clusters Score -3096550 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -3097386.000000 Penalty: 5084.463379
	Iteration 4F: 3 clusters Score -3097386 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -3098482.250000 Penalty: 5084.463379
	Iteration 5F: 3 clusters Score -3098482 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -3099876.500000 Penalty: 5084.463379
	Iteration 6F: 3 clusters Score -3099876 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -3101457.750000 Penalty: 5084.463379
	Iteration 7F: 3 clusters Score -3101458 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -3102959.750000 Penalty: 5084.463379
	Iteration 8F: 3 clusters Score -3102960 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3104018.750000 Penalty: 5084.463379
	Iteration 9Q: 3 clusters Score -3104019 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3104662.500000 Penalty: 5084.463379
	Iteration 10Q: 3 clusters Score -3104662 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3105052.000000 Penalty: 5084.463379
	Iteration 11Q: 3 clusters Score -3105052 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3105257.000000 Penalty: 5084.463379
	Iteration 12Q: 3 clusters Score -3105257 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3105387.500000 Penalty: 5084.463379
	Iteration 13Q: 3 clusters Score -3105388 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3105447.250000 Penalty: 5084.463379
	Iteration 14Q: 3 clusters Score -3105447 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3105492.750000 Penalty: 5084.463379
	Iteration 15Q: 3 clusters Score -3105493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3105516.500000 Penalty: 5084.463379
	Iteration 16Q: 3 clusters Score -3105516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3105537.500000 Penalty: 5084.463379
	Iteration 17Q: 3 clusters Score -3105538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3105546.250000 Penalty: 5084.463379
	Iteration 18Q: 3 clusters Score -3105546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3105545.750000 Penalty: 5084.463379
	Iteration 19Q: 3 clusters Score -3105546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3105548.500000 Penalty: 5084.463379
	Iteration 20F: 3 clusters Score -3105548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3105550.000000 Penalty: 5084.463379
	Iteration 21Q: 3 clusters Score -3105550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3105552.750000 Penalty: 5084.463379
	Iteration 22Q: 3 clusters Score -3105553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3105562.000000 Penalty: 5084.463379
	Iteration 23Q: 3 clusters Score -3105562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3105565.500000 Penalty: 5084.463379
	Iteration 24Q: 3 clusters Score -3105566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3105565.500000 Penalty: 5084.463379
	Iteration 25F: 3 clusters Score -3105566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (36006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Entering Unmasked Estep 
Score: -3576147.250000 Penalty: 2601.877197
	Iteration 0F: 2 clusters Score -3576147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -3551743.000000 Penalty: 5203.754395
	Iteration 0F: 3 clusters Score -3551743 nChanged 16277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -3560769.000000 Penalty: 5203.754395
	Iteration 1F: 3 clusters Score -3560769 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -3561497.750000 Penalty: 5203.754395
	Iteration 2Q: 3 clusters Score -3561498 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -3562354.500000 Penalty: 5203.754395
	Iteration 3F: 3 clusters Score -3562354 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -3563362.000000 Penalty: 5203.754395
	Iteration 4F: 3 clusters Score -3563362 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -3564425.000000 Penalty: 5203.754395
	Iteration 5F: 3 clusters Score -3564425 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -3565560.500000 Penalty: 5203.754395
	Iteration 6F: 3 clusters Score -3565560 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -3566835.750000 Penalty: 5203.754395
	Iteration 7F: 3 clusters Score -3566836 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -3568181.000000 Penalty: 5203.754395
	Iteration 8F: 3 clusters Score -3568181 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -3569483.750000 Penalty: 5203.754395
	Iteration 9F: 3 clusters Score -3569484 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -3570801.500000 Penalty: 5203.754395
	Iteration 10Q: 3 clusters Score -3570802 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -3572021.250000 Penalty: 5203.754395
	Iteration 11Q: 3 clusters Score -3572021 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -3573058.000000 Penalty: 5203.754395
	Iteration 12Q: 3 clusters Score -3573058 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -3573699.250000 Penalty: 5203.754395
	Iteration 13Q: 3 clusters Score -3573699 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3574100.250000 Penalty: 5203.754395
	Iteration 14Q: 3 clusters Score -3574100 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -3574319.000000 Penalty: 5203.754395
	Iteration 15Q: 3 clusters Score -3574319 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -3574460.750000 Penalty: 5203.754395
	Iteration 16Q: 3 clusters Score -3574461 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -3574557.750000 Penalty: 5203.754395
	Iteration 17Q: 3 clusters Score -3574558 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3574595.000000 Penalty: 5203.754395
	Iteration 18Q: 3 clusters Score -3574595 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3574633.500000 Penalty: 5203.754395
	Iteration 19Q: 3 clusters Score -3574634 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3574646.500000 Penalty: 5203.754395
	Iteration 20F: 3 clusters Score -3574646 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3574672.000000 Penalty: 5203.754395
	Iteration 21Q: 3 clusters Score -3574672 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3574682.750000 Penalty: 5203.754395
	Iteration 22Q: 3 clusters Score -3574683 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3574707.000000 Penalty: 5203.754395
	Iteration 23Q: 3 clusters Score -3574707 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3574712.250000 Penalty: 5203.754395
	Iteration 24Q: 3 clusters Score -3574712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3574716.500000 Penalty: 5203.754395
	Iteration 25Q: 3 clusters Score -3574716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3574716.500000 Penalty: 5203.754395
	Iteration 26Q: 3 clusters Score -3574716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3574720.250000 Penalty: 5203.754395
	Iteration 27Q: 3 clusters Score -3574720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3574729.250000 Penalty: 5203.754395
	Iteration 28Q: 3 clusters Score -3574729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3574732.500000 Penalty: 5203.754395
	Iteration 29Q: 3 clusters Score -3574732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3574741.000000 Penalty: 5203.754395
	Iteration 30Q: 3 clusters Score -3574741 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3574746.750000 Penalty: 5203.754395
	Iteration 31Q: 3 clusters Score -3574747 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3574745.500000 Penalty: 5203.754395
	Iteration 32Q: 3 clusters Score -3574746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3574757.250000 Penalty: 5203.754395
	Iteration 33Q: 3 clusters Score -3574757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3574758.500000 Penalty: 5203.754395
	Iteration 34Q: 3 clusters Score -3574758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3574759.500000 Penalty: 5203.754395
	Iteration 35Q: 3 clusters Score -3574760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3574759.500000 Penalty: 5203.754395
	Iteration 36F: 3 clusters Score -3574760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -566523.812500 Penalty: 2129.922363
	Iteration 0F: 2 clusters Score -566523.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -561764.625000 Penalty: 4259.844727
	Iteration 0F: 3 clusters Score -561764.6 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -563038.812500 Penalty: 4259.844727
	Iteration 1F: 3 clusters Score -563038.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -563310.375000 Penalty: 4259.844727
	Iteration 2F: 3 clusters Score -563310.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -563479.375000 Penalty: 4259.844727
	Iteration 3F: 3 clusters Score -563479.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -563624.312500 Penalty: 4259.844727
	Iteration 4Q: 3 clusters Score -563624.3 nChanged 201
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: -563750.437500 Penalty: 4259.844727
	Iteration 5Q: 3 clusters Score -563750.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -563845.750000 Penalty: 4259.844727
	Iteration 6Q: 3 clusters Score -563845.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -563931.937500 Penalty: 4259.844727
	Iteration 7Q: 3 clusters Score -563931.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -564023.750000 Penalty: 4259.844727
	Iteration 8Q: 3 clusters Score -564023.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -564117.187500 Penalty: 4259.844727
	Iteration 9Q: 3 clusters Score -564117.2 nChanged 142
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: -564204.687500 Penalty: 4259.844727
	Iteration 10Q: 3 clusters Score -564204.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -564283.625000 Penalty: 4259.844727
	Iteration 11Q: 3 clusters Score -564283.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -564355.562500 Penalty: 4259.844727
	Iteration 12Q: 3 clusters Score -564355.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -564423.750000 Penalty: 4259.844727
	Iteration 13Q: 3 clusters Score -564423.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -564474.750000 Penalty: 4259.844727
	Iteration 14Q: 3 clusters Score -564474.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -564523.625000 Penalty: 4259.844727
	Iteration 15Q: 3 clusters Score -564523.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -564554.750000 Penalty: 4259.844727
	Iteration 16Q: 3 clusters Score -564554.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -564589.250000 Penalty: 4259.844727
	Iteration 17Q: 3 clusters Score -564589.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -564619.000000 Penalty: 4259.844727
	Iteration 18Q: 3 clusters Score -564619 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -564651.625000 Penalty: 4259.844727
	Iteration 19Q: 3 clusters Score -564651.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -564685.562500 Penalty: 4259.844727
	Iteration 20F: 3 clusters Score -564685.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -564721.000000 Penalty: 4259.844727
	Iteration 21Q: 3 clusters Score -564721 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -564754.125000 Penalty: 4259.844727
	Iteration 22Q: 3 clusters Score -564754.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -564788.062500 Penalty: 4259.844727
	Iteration 23Q: 3 clusters Score -564788.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -564826.125000 Penalty: 4259.844727
	Iteration 24Q: 3 clusters Score -564826.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -564864.437500 Penalty: 4259.844727
	Iteration 25Q: 3 clusters Score -564864.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -564893.125000 Penalty: 4259.844727
	Iteration 26Q: 3 clusters Score -564893.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -564923.750000 Penalty: 4259.844727
	Iteration 27Q: 3 clusters Score -564923.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -564947.500000 Penalty: 4259.844727
	Iteration 28Q: 3 clusters Score -564947.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -564967.312500 Penalty: 4259.844727
	Iteration 29Q: 3 clusters Score -564967.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -564981.250000 Penalty: 4259.844727
	Iteration 30Q: 3 clusters Score -564981.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -564991.562500 Penalty: 4259.844727
	Iteration 31Q: 3 clusters Score -564991.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -565003.375000 Penalty: 4259.844727
	Iteration 32Q: 3 clusters Score -565003.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -565012.375000 Penalty: 4259.844727
	Iteration 33Q: 3 clusters Score -565012.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -565017.812500 Penalty: 4259.844727
	Iteration 34Q: 3 clusters Score -565017.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -565025.750000 Penalty: 4259.844727
	Iteration 35Q: 3 clusters Score -565025.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -565030.937500 Penalty: 4259.844727
	Iteration 36Q: 3 clusters Score -565030.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -565033.812500 Penalty: 4259.844727
	Iteration 37Q: 3 clusters Score -565033.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -565036.312500 Penalty: 4259.844727
	Iteration 38Q: 3 clusters Score -565036.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -565040.687500 Penalty: 4259.844727
	Iteration 39Q: 3 clusters Score -565040.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -565044.312500 Penalty: 4259.844727
	Iteration 40F: 3 clusters Score -565044.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -565046.812500 Penalty: 4259.844727
	Iteration 41Q: 3 clusters Score -565046.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -565048.812500 Penalty: 4259.844727
	Iteration 42Q: 3 clusters Score -565048.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -565052.312500 Penalty: 4259.844727
	Iteration 43Q: 3 clusters Score -565052.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -565054.812500 Penalty: 4259.844727
	Iteration 44Q: 3 clusters Score -565054.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -565055.687500 Penalty: 4259.844727
	Iteration 45Q: 3 clusters Score -565055.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -565057.125000 Penalty: 4259.844727
	Iteration 46Q: 3 clusters Score -565057.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -565056.937500 Penalty: 4259.844727
	Iteration 47Q: 3 clusters Score -565056.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -565058.687500 Penalty: 4259.844727
	Iteration 48Q: 3 clusters Score -565058.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -565059.687500 Penalty: 4259.844727
	Iteration 49Q: 3 clusters Score -565059.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -565060.812500 Penalty: 4259.844727
	Iteration 50Q: 3 clusters Score -565060.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -565060.250000 Penalty: 4259.844727
	Iteration 51Q: 3 clusters Score -565060.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -565060.437500 Penalty: 4259.844727
	Iteration 52Q: 3 clusters Score -565060.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -565063.187500 Penalty: 4259.844727
	Iteration 53Q: 3 clusters Score -565063.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -565063.000000 Penalty: 4259.844727
	Iteration 54Q: 3 clusters Score -565063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -565064.187500 Penalty: 4259.844727
	Iteration 55Q: 3 clusters Score -565064.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -565064.750000 Penalty: 4259.844727
	Iteration 56Q: 3 clusters Score -565064.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -565065.937500 Penalty: 4259.844727
	Iteration 57Q: 3 clusters Score -565065.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -565067.562500 Penalty: 4259.844727
	Iteration 58Q: 3 clusters Score -565067.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -565068.937500 Penalty: 4259.844727
	Iteration 59Q: 3 clusters Score -565068.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -565071.250000 Penalty: 4259.844727
	Iteration 60F: 3 clusters Score -565071.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -565073.000000 Penalty: 4259.844727
	Iteration 61Q: 3 clusters Score -565073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -565077.187500 Penalty: 4259.844727
	Iteration 62Q: 3 clusters Score -565077.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -565080.750000 Penalty: 4259.844727
	Iteration 63Q: 3 clusters Score -565080.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -565083.125000 Penalty: 4259.844727
	Iteration 64Q: 3 clusters Score -565083.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -565087.625000 Penalty: 4259.844727
	Iteration 65Q: 3 clusters Score -565087.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -565092.312500 Penalty: 4259.844727
	Iteration 66Q: 3 clusters Score -565092.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -565094.625000 Penalty: 4259.844727
	Iteration 67Q: 3 clusters Score -565094.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -565097.750000 Penalty: 4259.844727
	Iteration 68Q: 3 clusters Score -565097.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -565103.375000 Penalty: 4259.844727
	Iteration 69Q: 3 clusters Score -565103.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -565106.500000 Penalty: 4259.844727
	Iteration 70Q: 3 clusters Score -565106.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -565110.562500 Penalty: 4259.844727
	Iteration 71Q: 3 clusters Score -565110.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -565118.312500 Penalty: 4259.844727
	Iteration 72Q: 3 clusters Score -565118.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -565128.125000 Penalty: 4259.844727
	Iteration 73Q: 3 clusters Score -565128.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -565134.750000 Penalty: 4259.844727
	Iteration 74Q: 3 clusters Score -565134.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -565145.000000 Penalty: 4259.844727
	Iteration 75Q: 3 clusters Score -565145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -565149.000000 Penalty: 4259.844727
	Iteration 76Q: 3 clusters Score -565149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -565153.500000 Penalty: 4259.844727
	Iteration 77Q: 3 clusters Score -565153.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -565157.937500 Penalty: 4259.844727
	Iteration 78Q: 3 clusters Score -565157.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -565167.875000 Penalty: 4259.844727
	Iteration 79Q: 3 clusters Score -565167.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -565175.500000 Penalty: 4259.844727
	Iteration 80F: 3 clusters Score -565175.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -565185.875000 Penalty: 4259.844727
	Iteration 81Q: 3 clusters Score -565185.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -565200.437500 Penalty: 4259.844727
	Iteration 82Q: 3 clusters Score -565200.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -565209.750000 Penalty: 4259.844727
	Iteration 83Q: 3 clusters Score -565209.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -565217.812500 Penalty: 4259.844727
	Iteration 84Q: 3 clusters Score -565217.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -565225.875000 Penalty: 4259.844727
	Iteration 85Q: 3 clusters Score -565225.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -565233.062500 Penalty: 4259.844727
	Iteration 86Q: 3 clusters Score -565233.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -565241.312500 Penalty: 4259.844727
	Iteration 87Q: 3 clusters Score -565241.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -565249.937500 Penalty: 4259.844727
	Iteration 88Q: 3 clusters Score -565249.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -565255.750000 Penalty: 4259.844727
	Iteration 89Q: 3 clusters Score -565255.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -565259.062500 Penalty: 4259.844727
	Iteration 90Q: 3 clusters Score -565259.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -565261.687500 Penalty: 4259.844727
	Iteration 91Q: 3 clusters Score -565261.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -565264.937500 Penalty: 4259.844727
	Iteration 92Q: 3 clusters Score -565264.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -565266.625000 Penalty: 4259.844727
	Iteration 93Q: 3 clusters Score -565266.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -565267.625000 Penalty: 4259.844727
	Iteration 94Q: 3 clusters Score -565267.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -565267.562500 Penalty: 4259.844727
	Iteration 95Q: 3 clusters Score -565267.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -565269.750000 Penalty: 4259.844727
	Iteration 96Q: 3 clusters Score -565269.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -565269.562500 Penalty: 4259.844727
	Iteration 97Q: 3 clusters Score -565269.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -565270.187500 Penalty: 4259.844727
	Iteration 98Q: 3 clusters Score -565270.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -565272.625000 Penalty: 4259.844727
	Iteration 99Q: 3 clusters Score -565272.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -565274.062500 Penalty: 4259.844727
	Iteration 100F: 3 clusters Score -565274.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -565274.500000 Penalty: 4259.844727
	Iteration 101Q: 3 clusters Score -565274.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -565274.500000 Penalty: 4259.844727
	Iteration 102F: 3 clusters Score -565274.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (35059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Entering Unmasked Estep 
Score: -3798338.750000 Penalty: 2595.267334
	Iteration 0F: 2 clusters Score -3798339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -3774488.000000 Penalty: 5190.534668
	Iteration 0F: 3 clusters Score -3774488 nChanged 15848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -3783136.000000 Penalty: 5190.534668
	Iteration 1F: 3 clusters Score -3783136 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -3783713.500000 Penalty: 5190.534668
	Iteration 2Q: 3 clusters Score -3783714 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -3784267.000000 Penalty: 5190.534668
	Iteration 3Q: 3 clusters Score -3784267 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -3784771.250000 Penalty: 5190.534668
	Iteration 4Q: 3 clusters Score -3784771 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -3785325.500000 Penalty: 5190.534668
	Iteration 5Q: 3 clusters Score -3785326 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -3785858.500000 Penalty: 5190.534668
	Iteration 6Q: 3 clusters Score -3785858 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -3786381.000000 Penalty: 5190.534668
	Iteration 7Q: 3 clusters Score -3786381 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -3786899.750000 Penalty: 5190.534668
	Iteration 8Q: 3 clusters Score -3786900 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -3787538.250000 Penalty: 5190.534668
	Iteration 9Q: 3 clusters Score -3787538 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -3788387.500000 Penalty: 5190.534668
	Iteration 10Q: 3 clusters Score -3788388 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -3789534.000000 Penalty: 5190.534668
	Iteration 11Q: 3 clusters Score -3789534 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -3790721.750000 Penalty: 5190.534668
	Iteration 12Q: 3 clusters Score -3790722 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -3791792.250000 Penalty: 5190.534668
	Iteration 13Q: 3 clusters Score -3791792 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -3792584.750000 Penalty: 5190.534668
	Iteration 14Q: 3 clusters Score -3792585 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -3793150.000000 Penalty: 5190.534668
	Iteration 15Q: 3 clusters Score -3793150 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -3793678.000000 Penalty: 5190.534668
	Iteration 16Q: 3 clusters Score -3793678 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -3794184.750000 Penalty: 5190.534668
	Iteration 17Q: 3 clusters Score -3794185 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -3794599.000000 Penalty: 5190.534668
	Iteration 18Q: 3 clusters Score -3794599 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -3794958.750000 Penalty: 5190.534668
	Iteration 19Q: 3 clusters Score -3794959 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -3795235.250000 Penalty: 5190.534668
	Iteration 20F: 3 clusters Score -3795235 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -3795510.250000 Penalty: 5190.534668
	Iteration 21Q: 3 clusters Score -3795510 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -3795792.000000 Penalty: 5190.534668
	Iteration 22Q: 3 clusters Score -3795792 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -3796050.000000 Penalty: 5190.534668
	Iteration 23Q: 3 clusters Score -3796050 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -3796239.000000 Penalty: 5190.534668
	Iteration 24Q: 3 clusters Score -3796239 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -3796374.500000 Penalty: 5190.534668
	Iteration 25Q: 3 clusters Score -3796374 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -3796452.000000 Penalty: 5190.534668
	Iteration 26Q: 3 clusters Score -3796452 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -3796513.250000 Penalty: 5190.534668
	Iteration 27Q: 3 clusters Score -3796513 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -3796565.750000 Penalty: 5190.534668
	Iteration 28Q: 3 clusters Score -3796566 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -3796576.250000 Penalty: 5190.534668
	Iteration 29Q: 3 clusters Score -3796576 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -3796605.000000 Penalty: 5190.534668
	Iteration 30Q: 3 clusters Score -3796605 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -3796620.500000 Penalty: 5190.534668
	Iteration 31Q: 3 clusters Score -3796620 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -3796641.750000 Penalty: 5190.534668
	Iteration 32Q: 3 clusters Score -3796642 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -3796647.500000 Penalty: 5190.534668
	Iteration 33Q: 3 clusters Score -3796648 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -3796674.250000 Penalty: 5190.534668
	Iteration 34Q: 3 clusters Score -3796674 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -3796686.500000 Penalty: 5190.534668
	Iteration 35Q: 3 clusters Score -3796686 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -3796697.750000 Penalty: 5190.534668
	Iteration 36Q: 3 clusters Score -3796698 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -3796704.750000 Penalty: 5190.534668
	Iteration 37Q: 3 clusters Score -3796705 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -3796726.750000 Penalty: 5190.534668
	Iteration 38Q: 3 clusters Score -3796727 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -3796734.750000 Penalty: 5190.534668
	Iteration 39Q: 3 clusters Score -3796735 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -3796745.500000 Penalty: 5190.534668
	Iteration 40F: 3 clusters Score -3796746 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -3796762.250000 Penalty: 5190.534668
	Iteration 41Q: 3 clusters Score -3796762 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -3796771.500000 Penalty: 5190.534668
	Iteration 42Q: 3 clusters Score -3796772 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -3796797.000000 Penalty: 5190.534668
	Iteration 43Q: 3 clusters Score -3796797 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -3796787.750000 Penalty: 5190.534668
	Iteration 44Q: 3 clusters Score -3796788 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -3796790.500000 Penalty: 5190.534668
	Iteration 45Q: 3 clusters Score -3796790 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -3796791.500000 Penalty: 5190.534668
	Iteration 46Q: 3 clusters Score -3796792 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -3796802.500000 Penalty: 5190.534668
	Iteration 47Q: 3 clusters Score -3796802 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -3796806.250000 Penalty: 5190.534668
	Iteration 48Q: 3 clusters Score -3796806 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -3796799.500000 Penalty: 5190.534668
	Iteration 49Q: 3 clusters Score -3796800 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -3796801.250000 Penalty: 5190.534668
	Iteration 50Q: 3 clusters Score -3796801 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -3796821.250000 Penalty: 5190.534668
	Iteration 51Q: 3 clusters Score -3796821 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -3796818.250000 Penalty: 5190.534668
	Iteration 52Q: 3 clusters Score -3796818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -3796824.250000 Penalty: 5190.534668
	Iteration 53Q: 3 clusters Score -3796824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -3796813.000000 Penalty: 5190.534668
	Iteration 54Q: 3 clusters Score -3796813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -3796813.500000 Penalty: 5190.534668
	Iteration 55Q: 3 clusters Score -3796814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -3796809.000000 Penalty: 5190.534668
	Iteration 56Q: 3 clusters Score -3796809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -3796806.750000 Penalty: 5190.534668
	Iteration 57Q: 3 clusters Score -3796807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -3796815.750000 Penalty: 5190.534668
	Iteration 58Q: 3 clusters Score -3796816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -3796814.000000 Penalty: 5190.534668
	Iteration 59Q: 3 clusters Score -3796814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -3796820.500000 Penalty: 5190.534668
	Iteration 60F: 3 clusters Score -3796820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -3796810.250000 Penalty: 5190.534668
	Iteration 61Q: 3 clusters Score -3796810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -3796818.500000 Penalty: 5190.534668
	Iteration 62Q: 3 clusters Score -3796818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -3796816.250000 Penalty: 5190.534668
	Iteration 63Q: 3 clusters Score -3796816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -3796811.000000 Penalty: 5190.534668
	Iteration 64Q: 3 clusters Score -3796811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -3796815.500000 Penalty: 5190.534668
	Iteration 65Q: 3 clusters Score -3796816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -3796817.750000 Penalty: 5190.534668
	Iteration 66Q: 3 clusters Score -3796818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -3796818.500000 Penalty: 5190.534668
	Iteration 67Q: 3 clusters Score -3796818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -3796815.500000 Penalty: 5190.534668
	Iteration 68Q: 3 clusters Score -3796816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -3796819.000000 Penalty: 5190.534668
	Iteration 69Q: 3 clusters Score -3796819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -3796817.250000 Penalty: 5190.534668
	Iteration 70Q: 3 clusters Score -3796817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -3796820.250000 Penalty: 5190.534668
	Iteration 71Q: 3 clusters Score -3796820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -3796825.750000 Penalty: 5190.534668
	Iteration 72Q: 3 clusters Score -3796826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -3796823.750000 Penalty: 5190.534668
	Iteration 73Q: 3 clusters Score -3796824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -3796827.250000 Penalty: 5190.534668
	Iteration 74Q: 3 clusters Score -3796827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -3796826.750000 Penalty: 5190.534668
	Iteration 75Q: 3 clusters Score -3796827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -3796824.500000 Penalty: 5190.534668
	Iteration 76Q: 3 clusters Score -3796824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -3796822.000000 Penalty: 5190.534668
	Iteration 77Q: 3 clusters Score -3796822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -3796824.750000 Penalty: 5190.534668
	Iteration 78Q: 3 clusters Score -3796825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -3796824.250000 Penalty: 5190.534668
	Iteration 79Q: 3 clusters Score -3796824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -3796824.250000 Penalty: 5190.534668
	Iteration 80F: 3 clusters Score -3796824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Entering Unmasked Estep 
Score: -514280.093750 Penalty: 2095.065186
	Iteration 0F: 2 clusters Score -514280.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -510019.656250 Penalty: 4190.130371
	Iteration 0F: 3 clusters Score -510019.7 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -511017.968750 Penalty: 4190.130371
	Iteration 1F: 3 clusters Score -511018 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -511229.531250 Penalty: 4190.130371
	Iteration 2F: 3 clusters Score -511229.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -511367.375000 Penalty: 4190.130371
	Iteration 3Q: 3 clusters Score -511367.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -511476.250000 Penalty: 4190.130371
	Iteration 4Q: 3 clusters Score -511476.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -511567.250000 Penalty: 4190.130371
	Iteration 5Q: 3 clusters Score -511567.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -511664.625000 Penalty: 4190.130371
	Iteration 6Q: 3 clusters Score -511664.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -511744.875000 Penalty: 4190.130371
	Iteration 7Q: 3 clusters Score -511744.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -511826.906250 Penalty: 4190.130371
	Iteration 8Q: 3 clusters Score -511826.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -511896.250000 Penalty: 4190.130371
	Iteration 9Q: 3 clusters Score -511896.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -511946.562500 Penalty: 4190.130371
	Iteration 10Q: 3 clusters Score -511946.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -511989.687500 Penalty: 4190.130371
	Iteration 11Q: 3 clusters Score -511989.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -512032.656250 Penalty: 4190.130371
	Iteration 12Q: 3 clusters Score -512032.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -512063.156250 Penalty: 4190.130371
	Iteration 13Q: 3 clusters Score -512063.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -512091.156250 Penalty: 4190.130371
	Iteration 14Q: 3 clusters Score -512091.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -512116.218750 Penalty: 4190.130371
	Iteration 15Q: 3 clusters Score -512116.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -512142.281250 Penalty: 4190.130371
	Iteration 16Q: 3 clusters Score -512142.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -512162.812500 Penalty: 4190.130371
	Iteration 17Q: 3 clusters Score -512162.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -512183.812500 Penalty: 4190.130371
	Iteration 18Q: 3 clusters Score -512183.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -512204.656250 Penalty: 4190.130371
	Iteration 19Q: 3 clusters Score -512204.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -512229.937500 Penalty: 4190.130371
	Iteration 20F: 3 clusters Score -512229.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -512252.281250 Penalty: 4190.130371
	Iteration 21Q: 3 clusters Score -512252.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -512269.781250 Penalty: 4190.130371
	Iteration 22Q: 3 clusters Score -512269.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -512285.656250 Penalty: 4190.130371
	Iteration 23Q: 3 clusters Score -512285.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -512296.593750 Penalty: 4190.130371
	Iteration 24Q: 3 clusters Score -512296.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -512303.875000 Penalty: 4190.130371
	Iteration 25Q: 3 clusters Score -512303.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -512310.875000 Penalty: 4190.130371
	Iteration 26Q: 3 clusters Score -512310.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -512317.406250 Penalty: 4190.130371
	Iteration 27Q: 3 clusters Score -512317.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -512324.843750 Penalty: 4190.130371
	Iteration 28Q: 3 clusters Score -512324.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -512333.625000 Penalty: 4190.130371
	Iteration 29Q: 3 clusters Score -512333.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -512337.781250 Penalty: 4190.130371
	Iteration 30Q: 3 clusters Score -512337.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -512343.187500 Penalty: 4190.130371
	Iteration 31Q: 3 clusters Score -512343.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -512348.125000 Penalty: 4190.130371
	Iteration 32Q: 3 clusters Score -512348.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -512351.500000 Penalty: 4190.130371
	Iteration 33Q: 3 clusters Score -512351.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -512352.812500 Penalty: 4190.130371
	Iteration 34Q: 3 clusters Score -512352.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -512355.562500 Penalty: 4190.130371
	Iteration 35Q: 3 clusters Score -512355.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -512355.687500 Penalty: 4190.130371
	Iteration 36Q: 3 clusters Score -512355.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -512356.406250 Penalty: 4190.130371
	Iteration 37Q: 3 clusters Score -512356.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -512357.968750 Penalty: 4190.130371
	Iteration 38Q: 3 clusters Score -512358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -512362.750000 Penalty: 4190.130371
	Iteration 39Q: 3 clusters Score -512362.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -512367.687500 Penalty: 4190.130371
	Iteration 40F: 3 clusters Score -512367.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -512370.031250 Penalty: 4190.130371
	Iteration 41Q: 3 clusters Score -512370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -512373.125000 Penalty: 4190.130371
	Iteration 42Q: 3 clusters Score -512373.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -512374.250000 Penalty: 4190.130371
	Iteration 43Q: 3 clusters Score -512374.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -512374.250000 Penalty: 4190.130371
	Iteration 44F: 3 clusters Score -512374.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Entering Unmasked Estep 
Score: -328553.062500 Penalty: 2013.241333
	Iteration 0F: 2 clusters Score -328553.1 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 1706 members 
Entering Unmasked Estep 
Score: -325103.093750 Penalty: 4026.482666
	Iteration 0F: 3 clusters Score -325103.1 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -325869.156250 Penalty: 4026.482666
	Iteration 1F: 3 clusters Score -325869.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -326079.968750 Penalty: 4026.482666
	Iteration 2F: 3 clusters Score -326080 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -326211.312500 Penalty: 4026.482666
	Iteration 3F: 3 clusters Score -326211.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -326290.937500 Penalty: 4026.482666
	Iteration 4Q: 3 clusters Score -326290.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -326334.687500 Penalty: 4026.482666
	Iteration 5Q: 3 clusters Score -326334.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -326356.156250 Penalty: 4026.482666
	Iteration 6Q: 3 clusters Score -326356.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -326373.906250 Penalty: 4026.482666
	Iteration 7Q: 3 clusters Score -326373.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -326391.562500 Penalty: 4026.482666
	Iteration 8Q: 3 clusters Score -326391.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -326411.781250 Penalty: 4026.482666
	Iteration 9Q: 3 clusters Score -326411.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -326426.593750 Penalty: 4026.482666
	Iteration 10Q: 3 clusters Score -326426.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -326444.500000 Penalty: 4026.482666
	Iteration 11Q: 3 clusters Score -326444.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -326459.468750 Penalty: 4026.482666
	Iteration 12Q: 3 clusters Score -326459.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -326470.468750 Penalty: 4026.482666
	Iteration 13Q: 3 clusters Score -326470.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -326485.312500 Penalty: 4026.482666
	Iteration 14Q: 3 clusters Score -326485.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -326507.125000 Penalty: 4026.482666
	Iteration 15Q: 3 clusters Score -326507.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -326527.125000 Penalty: 4026.482666
	Iteration 16Q: 3 clusters Score -326527.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -326551.125000 Penalty: 4026.482666
	Iteration 17Q: 3 clusters Score -326551.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -326592.187500 Penalty: 4026.482666
	Iteration 18Q: 3 clusters Score -326592.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -326642.250000 Penalty: 4026.482666
	Iteration 19Q: 3 clusters Score -326642.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -326694.437500 Penalty: 4026.482666
	Iteration 20F: 3 clusters Score -326694.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -326758.687500 Penalty: 4026.482666
	Iteration 21Q: 3 clusters Score -326758.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -326857.500000 Penalty: 4026.482666
	Iteration 22Q: 3 clusters Score -326857.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -326960.000000 Penalty: 4026.482666
	Iteration 23Q: 3 clusters Score -326960 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -327061.906250 Penalty: 4026.482666
	Iteration 24Q: 3 clusters Score -327061.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -327144.750000 Penalty: 4026.482666
	Iteration 25Q: 3 clusters Score -327144.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -327229.875000 Penalty: 4026.482666
	Iteration 26Q: 3 clusters Score -327229.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -327301.812500 Penalty: 4026.482666
	Iteration 27Q: 3 clusters Score -327301.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -327350.250000 Penalty: 4026.482666
	Iteration 28Q: 3 clusters Score -327350.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -327384.937500 Penalty: 4026.482666
	Iteration 29Q: 3 clusters Score -327384.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -327419.687500 Penalty: 4026.482666
	Iteration 30Q: 3 clusters Score -327419.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -327440.156250 Penalty: 4026.482666
	Iteration 31Q: 3 clusters Score -327440.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -327457.875000 Penalty: 4026.482666
	Iteration 32Q: 3 clusters Score -327457.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -327465.125000 Penalty: 4026.482666
	Iteration 33Q: 3 clusters Score -327465.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -327475.281250 Penalty: 4026.482666
	Iteration 34Q: 3 clusters Score -327475.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -327483.031250 Penalty: 4026.482666
	Iteration 35Q: 3 clusters Score -327483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -327488.000000 Penalty: 4026.482666
	Iteration 36Q: 3 clusters Score -327488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -327493.000000 Penalty: 4026.482666
	Iteration 37Q: 3 clusters Score -327493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -327494.906250 Penalty: 4026.482666
	Iteration 38Q: 3 clusters Score -327494.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -327495.906250 Penalty: 4026.482666
	Iteration 39Q: 3 clusters Score -327495.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -327509.406250 Penalty: 4026.482666
	Iteration 40F: 3 clusters Score -327509.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -327524.750000 Penalty: 4026.482666
	Iteration 41Q: 3 clusters Score -327524.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -327532.843750 Penalty: 4026.482666
	Iteration 42Q: 3 clusters Score -327532.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -327539.156250 Penalty: 4026.482666
	Iteration 43Q: 3 clusters Score -327539.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -327546.843750 Penalty: 4026.482666
	Iteration 44Q: 3 clusters Score -327546.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -327548.906250 Penalty: 4026.482666
	Iteration 45Q: 3 clusters Score -327548.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -327550.281250 Penalty: 4026.482666
	Iteration 46Q: 3 clusters Score -327550.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -327553.187500 Penalty: 4026.482666
	Iteration 47Q: 3 clusters Score -327553.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -327555.093750 Penalty: 4026.482666
	Iteration 48Q: 3 clusters Score -327555.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -327557.125000 Penalty: 4026.482666
	Iteration 49Q: 3 clusters Score -327557.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -327558.875000 Penalty: 4026.482666
	Iteration 50Q: 3 clusters Score -327558.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -327559.312500 Penalty: 4026.482666
	Iteration 51Q: 3 clusters Score -327559.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -327559.312500 Penalty: 4026.482666
	Iteration 52F: 3 clusters Score -327559.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Entering Unmasked Estep 
Score: -567793.937500 Penalty: 2173.174805
	Iteration 0F: 2 clusters Score -567793.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -562458.375000 Penalty: 4346.349609
	Iteration 0F: 3 clusters Score -562458.4 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -563947.062500 Penalty: 4346.349609
	Iteration 1F: 3 clusters Score -563947.1 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -564288.687500 Penalty: 4346.349609
	Iteration 2F: 3 clusters Score -564288.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -564520.875000 Penalty: 4346.349609
	Iteration 3F: 3 clusters Score -564520.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -564702.437500 Penalty: 4346.349609
	Iteration 4Q: 3 clusters Score -564702.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -564855.062500 Penalty: 4346.349609
	Iteration 5Q: 3 clusters Score -564855.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -564999.437500 Penalty: 4346.349609
	Iteration 6Q: 3 clusters Score -564999.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -565130.687500 Penalty: 4346.349609
	Iteration 7Q: 3 clusters Score -565130.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -565233.312500 Penalty: 4346.349609
	Iteration 8Q: 3 clusters Score -565233.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -565311.187500 Penalty: 4346.349609
	Iteration 9Q: 3 clusters Score -565311.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -565375.937500 Penalty: 4346.349609
	Iteration 10Q: 3 clusters Score -565375.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -565430.375000 Penalty: 4346.349609
	Iteration 11Q: 3 clusters Score -565430.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -565480.000000 Penalty: 4346.349609
	Iteration 12Q: 3 clusters Score -565480 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -565528.437500 Penalty: 4346.349609
	Iteration 13Q: 3 clusters Score -565528.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -565581.125000 Penalty: 4346.349609
	Iteration 14Q: 3 clusters Score -565581.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -565623.750000 Penalty: 4346.349609
	Iteration 15Q: 3 clusters Score -565623.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -565658.437500 Penalty: 4346.349609
	Iteration 16Q: 3 clusters Score -565658.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -565689.375000 Penalty: 4346.349609
	Iteration 17Q: 3 clusters Score -565689.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -565719.750000 Penalty: 4346.349609
	Iteration 18Q: 3 clusters Score -565719.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -565763.312500 Penalty: 4346.349609
	Iteration 19Q: 3 clusters Score -565763.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -565808.687500 Penalty: 4346.349609
	Iteration 20F: 3 clusters Score -565808.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -565849.000000 Penalty: 4346.349609
	Iteration 21Q: 3 clusters Score -565849 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -565891.875000 Penalty: 4346.349609
	Iteration 22Q: 3 clusters Score -565891.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -565945.812500 Penalty: 4346.349609
	Iteration 23Q: 3 clusters Score -565945.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -565998.750000 Penalty: 4346.349609
	Iteration 24Q: 3 clusters Score -565998.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -566050.187500 Penalty: 4346.349609
	Iteration 25Q: 3 clusters Score -566050.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -566097.250000 Penalty: 4346.349609
	Iteration 26Q: 3 clusters Score -566097.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -566150.312500 Penalty: 4346.349609
	Iteration 27Q: 3 clusters Score -566150.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -566198.625000 Penalty: 4346.349609
	Iteration 28Q: 3 clusters Score -566198.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -566232.250000 Penalty: 4346.349609
	Iteration 29Q: 3 clusters Score -566232.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -566265.500000 Penalty: 4346.349609
	Iteration 30Q: 3 clusters Score -566265.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -566285.062500 Penalty: 4346.349609
	Iteration 31Q: 3 clusters Score -566285.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -566304.625000 Penalty: 4346.349609
	Iteration 32Q: 3 clusters Score -566304.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -566326.062500 Penalty: 4346.349609
	Iteration 33Q: 3 clusters Score -566326.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -566338.562500 Penalty: 4346.349609
	Iteration 34Q: 3 clusters Score -566338.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -566347.812500 Penalty: 4346.349609
	Iteration 35Q: 3 clusters Score -566347.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -566358.187500 Penalty: 4346.349609
	Iteration 36Q: 3 clusters Score -566358.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -566365.562500 Penalty: 4346.349609
	Iteration 37Q: 3 clusters Score -566365.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -566374.250000 Penalty: 4346.349609
	Iteration 38Q: 3 clusters Score -566374.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -566380.437500 Penalty: 4346.349609
	Iteration 39Q: 3 clusters Score -566380.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -566388.500000 Penalty: 4346.349609
	Iteration 40F: 3 clusters Score -566388.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -566393.062500 Penalty: 4346.349609
	Iteration 41Q: 3 clusters Score -566393.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -566395.687500 Penalty: 4346.349609
	Iteration 42Q: 3 clusters Score -566395.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -566397.187500 Penalty: 4346.349609
	Iteration 43Q: 3 clusters Score -566397.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -566397.375000 Penalty: 4346.349609
	Iteration 44Q: 3 clusters Score -566397.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -566398.250000 Penalty: 4346.349609
	Iteration 45Q: 3 clusters Score -566398.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -566398.625000 Penalty: 4346.349609
	Iteration 46Q: 3 clusters Score -566398.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -566400.250000 Penalty: 4346.349609
	Iteration 47Q: 3 clusters Score -566400.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -566400.437500 Penalty: 4346.349609
	Iteration 48Q: 3 clusters Score -566400.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -566403.500000 Penalty: 4346.349609
	Iteration 49Q: 3 clusters Score -566403.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -566404.187500 Penalty: 4346.349609
	Iteration 50Q: 3 clusters Score -566404.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -566402.625000 Penalty: 4346.349609
	Iteration 51Q: 3 clusters Score -566402.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -566403.750000 Penalty: 4346.349609
	Iteration 52Q: 3 clusters Score -566403.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -566404.812500 Penalty: 4346.349609
	Iteration 53Q: 3 clusters Score -566404.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -566404.000000 Penalty: 4346.349609
	Iteration 54Q: 3 clusters Score -566404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -566404.000000 Penalty: 4346.349609
	Iteration 55F: 3 clusters Score -566404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (89798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89798 members 
Entering Unmasked Estep 
Score: -9797163.000000 Penalty: 2828.519043
	Iteration 0F: 2 clusters Score -9797163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -9737038.000000 Penalty: 5657.038086
	Iteration 0F: 3 clusters Score -9737038 nChanged 42255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
Score: -9761041.000000 Penalty: 5657.038086
	Iteration 1F: 3 clusters Score -9761041 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 48429 members 
Entering Unmasked Estep 
Score: -9761830.000000 Penalty: 5657.038086
	Iteration 2Q: 3 clusters Score -9761830 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 50496 members 
Entering Unmasked Estep 
Score: -9762961.000000 Penalty: 5657.038086
	Iteration 3Q: 3 clusters Score -9762961 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 53523 members 
Entering Unmasked Estep 
Score: -9764726.000000 Penalty: 5657.038086
	Iteration 4Q: 3 clusters Score -9764726 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 57697 members 
Entering Unmasked Estep 
Score: -9767408.000000 Penalty: 5657.038086
	Iteration 5F: 3 clusters Score -9767408 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 63232 members 
Entering Unmasked Estep 
Score: -9771504.000000 Penalty: 5657.038086
	Iteration 6F: 3 clusters Score -9771504 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 69947 members 
Entering Unmasked Estep 
Score: -9777268.000000 Penalty: 5657.038086
	Iteration 7F: 3 clusters Score -9777268 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 76713 members 
Entering Unmasked Estep 
Score: -9783449.000000 Penalty: 5657.038086
	Iteration 8F: 3 clusters Score -9783449 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 82195 members 
Entering Unmasked Estep 
Score: -9788512.000000 Penalty: 5657.038086
	Iteration 9F: 3 clusters Score -9788512 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 85753 members 
Entering Unmasked Estep 
Score: -9791722.000000 Penalty: 5657.038086
	Iteration 10Q: 3 clusters Score -9791722 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 87675 members 
Entering Unmasked Estep 
Score: -9793317.000000 Penalty: 5657.038086
	Iteration 11Q: 3 clusters Score -9793317 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 88585 members 
Entering Unmasked Estep 
Score: -9794083.000000 Penalty: 5657.038086
	Iteration 12Q: 3 clusters Score -9794083 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 88948 members 
Entering Unmasked Estep 
Score: -9794400.000000 Penalty: 5657.038086
	Iteration 13Q: 3 clusters Score -9794400 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 89116 members 
Entering Unmasked Estep 
Score: -9794594.000000 Penalty: 5657.038086
	Iteration 14Q: 3 clusters Score -9794594 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 89204 members 
Entering Unmasked Estep 
Score: -9794706.000000 Penalty: 5657.038086
	Iteration 15Q: 3 clusters Score -9794706 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 89244 members 
Entering Unmasked Estep 
Score: -9794753.000000 Penalty: 5657.038086
	Iteration 16Q: 3 clusters Score -9794753 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 89270 members 
Entering Unmasked Estep 
Score: -9794781.000000 Penalty: 5657.038086
	Iteration 17Q: 3 clusters Score -9794781 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 89290 members 
Entering Unmasked Estep 
Score: -9794821.000000 Penalty: 5657.038086
	Iteration 18Q: 3 clusters Score -9794821 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 89297 members 
Entering Unmasked Estep 
Score: -9794828.000000 Penalty: 5657.038086
	Iteration 19Q: 3 clusters Score -9794828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 89296 members 
Entering Unmasked Estep 
Score: -9794832.000000 Penalty: 5657.038086
	Iteration 20F: 3 clusters Score -9794832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 89298 members 
Entering Unmasked Estep 
Score: -9794843.000000 Penalty: 5657.038086
	Iteration 21Q: 3 clusters Score -9794843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 89294 members 
Entering Unmasked Estep 
Score: -9794853.000000 Penalty: 5657.038086
	Iteration 22Q: 3 clusters Score -9794853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 89296 members 
Entering Unmasked Estep 
Score: -9794866.000000 Penalty: 5657.038086
	Iteration 23Q: 3 clusters Score -9794866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 89296 members 
Entering Unmasked Estep 
Score: -9794859.000000 Penalty: 5657.038086
	Iteration 24Q: 3 clusters Score -9794859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 89301 members 
Entering Unmasked Estep 
Score: -9794870.000000 Penalty: 5657.038086
	Iteration 25Q: 3 clusters Score -9794870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 89308 members 
Entering Unmasked Estep 
Score: -9794874.000000 Penalty: 5657.038086
	Iteration 26Q: 3 clusters Score -9794874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 89308 members 
Entering Unmasked Estep 
Score: -9794885.000000 Penalty: 5657.038086
	Iteration 27Q: 3 clusters Score -9794885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 89309 members 
Entering Unmasked Estep 
Score: -9794891.000000 Penalty: 5657.038086
	Iteration 28Q: 3 clusters Score -9794891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 89309 members 
Entering Unmasked Estep 
Score: -9794889.000000 Penalty: 5657.038086
	Iteration 29Q: 3 clusters Score -9794889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 89312 members 
Entering Unmasked Estep 
Score: -9794889.000000 Penalty: 5657.038086
	Iteration 30Q: 3 clusters Score -9794889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 89314 members 
Entering Unmasked Estep 
Score: -9794885.000000 Penalty: 5657.038086
	Iteration 31Q: 3 clusters Score -9794885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 89316 members 
Entering Unmasked Estep 
Score: -9794908.000000 Penalty: 5657.038086
	Iteration 32Q: 3 clusters Score -9794908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 89316 members 
Entering Unmasked Estep 
Score: -9794896.000000 Penalty: 5657.038086
	Iteration 33Q: 3 clusters Score -9794896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 89319 members 
Entering Unmasked Estep 
Score: -9794898.000000 Penalty: 5657.038086
	Iteration 34Q: 3 clusters Score -9794898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 89322 members 
Entering Unmasked Estep 
Score: -9794911.000000 Penalty: 5657.038086
	Iteration 35Q: 3 clusters Score -9794911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 89319 members 
Entering Unmasked Estep 
Score: -9794906.000000 Penalty: 5657.038086
	Iteration 36Q: 3 clusters Score -9794906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 89319 members 
Entering Unmasked Estep 
Score: -9794906.000000 Penalty: 5657.038086
	Iteration 37F: 3 clusters Score -9794906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Entering Unmasked Estep 
Score: -107591.421875 Penalty: 1706.844604
	Iteration 0F: 2 clusters Score -107591.4 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 496 members 
Entering Unmasked Estep 
Score: -105675.796875 Penalty: 3413.689209
	Iteration 0F: 3 clusters Score -105675.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -105942.828125 Penalty: 3413.689209
	Iteration 1F: 3 clusters Score -105942.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -106023.007812 Penalty: 3413.689209
	Iteration 2F: 3 clusters Score -106023 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -106060.187500 Penalty: 3413.689209
	Iteration 3Q: 3 clusters Score -106060.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -106070.742188 Penalty: 3413.689209
	Iteration 4Q: 3 clusters Score -106070.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -106072.304688 Penalty: 3413.689209
	Iteration 5Q: 3 clusters Score -106072.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -106073.539062 Penalty: 3413.689209
	Iteration 6Q: 3 clusters Score -106073.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -106073.539062 Penalty: 3413.689209
	Iteration 7F: 3 clusters Score -106073.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (13735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Entering Unmasked Estep 
Score: -1513840.625000 Penalty: 2362.870117
	Iteration 0F: 2 clusters Score -1513841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1503814.250000 Penalty: 4725.740234
	Iteration 0F: 3 clusters Score -1503814 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1507001.750000 Penalty: 4725.740234
	Iteration 1F: 3 clusters Score -1507002 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1507312.875000 Penalty: 4725.740234
	Iteration 2F: 3 clusters Score -1507313 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1507544.500000 Penalty: 4725.740234
	Iteration 3Q: 3 clusters Score -1507544 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1507757.625000 Penalty: 4725.740234
	Iteration 4Q: 3 clusters Score -1507758 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1507997.750000 Penalty: 4725.740234
	Iteration 5Q: 3 clusters Score -1507998 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1508266.875000 Penalty: 4725.740234
	Iteration 6Q: 3 clusters Score -1508267 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1508614.000000 Penalty: 4725.740234
	Iteration 7Q: 3 clusters Score -1508614 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1509059.500000 Penalty: 4725.740234
	Iteration 8F: 3 clusters Score -1509060 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1509563.875000 Penalty: 4725.740234
	Iteration 9F: 3 clusters Score -1509564 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1510096.500000 Penalty: 4725.740234
	Iteration 10F: 3 clusters Score -1510096 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1510583.375000 Penalty: 4725.740234
	Iteration 11Q: 3 clusters Score -1510583 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1510968.000000 Penalty: 4725.740234
	Iteration 12Q: 3 clusters Score -1510968 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1511211.625000 Penalty: 4725.740234
	Iteration 13Q: 3 clusters Score -1511212 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1511383.875000 Penalty: 4725.740234
	Iteration 14Q: 3 clusters Score -1511384 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1511526.125000 Penalty: 4725.740234
	Iteration 15Q: 3 clusters Score -1511526 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1511622.250000 Penalty: 4725.740234
	Iteration 16Q: 3 clusters Score -1511622 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1511673.875000 Penalty: 4725.740234
	Iteration 17Q: 3 clusters Score -1511674 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1511707.750000 Penalty: 4725.740234
	Iteration 18Q: 3 clusters Score -1511708 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1511743.250000 Penalty: 4725.740234
	Iteration 19Q: 3 clusters Score -1511743 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1511764.125000 Penalty: 4725.740234
	Iteration 20F: 3 clusters Score -1511764 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1511779.750000 Penalty: 4725.740234
	Iteration 21Q: 3 clusters Score -1511780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1511787.375000 Penalty: 4725.740234
	Iteration 22Q: 3 clusters Score -1511787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1511793.625000 Penalty: 4725.740234
	Iteration 23Q: 3 clusters Score -1511794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1511796.375000 Penalty: 4725.740234
	Iteration 24Q: 3 clusters Score -1511796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1511800.875000 Penalty: 4725.740234
	Iteration 25Q: 3 clusters Score -1511801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1511801.500000 Penalty: 4725.740234
	Iteration 26Q: 3 clusters Score -1511802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1511802.375000 Penalty: 4725.740234
	Iteration 27Q: 3 clusters Score -1511802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1511802.375000 Penalty: 4725.740234
	Iteration 28F: 3 clusters Score -1511802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Entering Unmasked Estep 
Score: -908664.375000 Penalty: 2241.131348
	Iteration 0F: 2 clusters Score -908664.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -901946.750000 Penalty: 4482.262695
	Iteration 0F: 3 clusters Score -901946.8 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -903783.500000 Penalty: 4482.262695
	Iteration 1F: 3 clusters Score -903783.5 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -904085.062500 Penalty: 4482.262695
	Iteration 2F: 3 clusters Score -904085.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -904336.750000 Penalty: 4482.262695
	Iteration 3F: 3 clusters Score -904336.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -904521.687500 Penalty: 4482.262695
	Iteration 4Q: 3 clusters Score -904521.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -904697.812500 Penalty: 4482.262695
	Iteration 5Q: 3 clusters Score -904697.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -904869.062500 Penalty: 4482.262695
	Iteration 6Q: 3 clusters Score -904869.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -905032.937500 Penalty: 4482.262695
	Iteration 7Q: 3 clusters Score -905032.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -905195.187500 Penalty: 4482.262695
	Iteration 8Q: 3 clusters Score -905195.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -905396.500000 Penalty: 4482.262695
	Iteration 9Q: 3 clusters Score -905396.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -905666.312500 Penalty: 4482.262695
	Iteration 10Q: 3 clusters Score -905666.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -905950.875000 Penalty: 4482.262695
	Iteration 11Q: 3 clusters Score -905950.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -906265.625000 Penalty: 4482.262695
	Iteration 12Q: 3 clusters Score -906265.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -906579.875000 Penalty: 4482.262695
	Iteration 13Q: 3 clusters Score -906579.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -906841.375000 Penalty: 4482.262695
	Iteration 14Q: 3 clusters Score -906841.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -907027.937500 Penalty: 4482.262695
	Iteration 15Q: 3 clusters Score -907027.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -907156.750000 Penalty: 4482.262695
	Iteration 16Q: 3 clusters Score -907156.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -907241.312500 Penalty: 4482.262695
	Iteration 17Q: 3 clusters Score -907241.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -907295.312500 Penalty: 4482.262695
	Iteration 18Q: 3 clusters Score -907295.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -907339.437500 Penalty: 4482.262695
	Iteration 19Q: 3 clusters Score -907339.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -907365.187500 Penalty: 4482.262695
	Iteration 20F: 3 clusters Score -907365.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -907380.875000 Penalty: 4482.262695
	Iteration 21Q: 3 clusters Score -907380.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -907387.500000 Penalty: 4482.262695
	Iteration 22Q: 3 clusters Score -907387.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -907396.875000 Penalty: 4482.262695
	Iteration 23Q: 3 clusters Score -907396.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -907403.937500 Penalty: 4482.262695
	Iteration 24Q: 3 clusters Score -907403.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -907408.312500 Penalty: 4482.262695
	Iteration 25Q: 3 clusters Score -907408.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -907414.187500 Penalty: 4482.262695
	Iteration 26Q: 3 clusters Score -907414.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -907418.812500 Penalty: 4482.262695
	Iteration 27Q: 3 clusters Score -907418.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -907419.437500 Penalty: 4482.262695
	Iteration 28Q: 3 clusters Score -907419.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -907422.250000 Penalty: 4482.262695
	Iteration 29Q: 3 clusters Score -907422.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -907423.875000 Penalty: 4482.262695
	Iteration 30Q: 3 clusters Score -907423.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -907422.812500 Penalty: 4482.262695
	Iteration 31Q: 3 clusters Score -907422.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -907423.812500 Penalty: 4482.262695
	Iteration 32Q: 3 clusters Score -907423.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -907423.375000 Penalty: 4482.262695
	Iteration 33Q: 3 clusters Score -907423.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -907423.375000 Penalty: 4482.262695
	Iteration 34F: 3 clusters Score -907423.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Entering Unmasked Estep 
Score: -498258.187500 Penalty: 2128.300537
	Iteration 0F: 2 clusters Score -498258.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -493550.437500 Penalty: 4256.601074
	Iteration 0F: 3 clusters Score -493550.4 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -494830.343750 Penalty: 4256.601074
	Iteration 1F: 3 clusters Score -494830.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -495159.718750 Penalty: 4256.601074
	Iteration 2F: 3 clusters Score -495159.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -495441.562500 Penalty: 4256.601074
	Iteration 3F: 3 clusters Score -495441.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -495635.781250 Penalty: 4256.601074
	Iteration 4F: 3 clusters Score -495635.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -495785.187500 Penalty: 4256.601074
	Iteration 5Q: 3 clusters Score -495785.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -495900.593750 Penalty: 4256.601074
	Iteration 6Q: 3 clusters Score -495900.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -495994.125000 Penalty: 4256.601074
	Iteration 7Q: 3 clusters Score -495994.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -496078.562500 Penalty: 4256.601074
	Iteration 8Q: 3 clusters Score -496078.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -496138.687500 Penalty: 4256.601074
	Iteration 9Q: 3 clusters Score -496138.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -496187.937500 Penalty: 4256.601074
	Iteration 10Q: 3 clusters Score -496187.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -496232.125000 Penalty: 4256.601074
	Iteration 11Q: 3 clusters Score -496232.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -496280.562500 Penalty: 4256.601074
	Iteration 12Q: 3 clusters Score -496280.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -496321.812500 Penalty: 4256.601074
	Iteration 13Q: 3 clusters Score -496321.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -496365.000000 Penalty: 4256.601074
	Iteration 14Q: 3 clusters Score -496365 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -496401.281250 Penalty: 4256.601074
	Iteration 15Q: 3 clusters Score -496401.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -496432.125000 Penalty: 4256.601074
	Iteration 16Q: 3 clusters Score -496432.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -496454.687500 Penalty: 4256.601074
	Iteration 17Q: 3 clusters Score -496454.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -496473.843750 Penalty: 4256.601074
	Iteration 18Q: 3 clusters Score -496473.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -496486.531250 Penalty: 4256.601074
	Iteration 19Q: 3 clusters Score -496486.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -496496.750000 Penalty: 4256.601074
	Iteration 20F: 3 clusters Score -496496.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -496509.000000 Penalty: 4256.601074
	Iteration 21Q: 3 clusters Score -496509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -496516.843750 Penalty: 4256.601074
	Iteration 22Q: 3 clusters Score -496516.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -496525.843750 Penalty: 4256.601074
	Iteration 23Q: 3 clusters Score -496525.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -496529.406250 Penalty: 4256.601074
	Iteration 24Q: 3 clusters Score -496529.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -496532.937500 Penalty: 4256.601074
	Iteration 25Q: 3 clusters Score -496532.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -496540.562500 Penalty: 4256.601074
	Iteration 26Q: 3 clusters Score -496540.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -496548.343750 Penalty: 4256.601074
	Iteration 27Q: 3 clusters Score -496548.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -496553.812500 Penalty: 4256.601074
	Iteration 28Q: 3 clusters Score -496553.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -496558.062500 Penalty: 4256.601074
	Iteration 29Q: 3 clusters Score -496558.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -496561.281250 Penalty: 4256.601074
	Iteration 30Q: 3 clusters Score -496561.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -496563.343750 Penalty: 4256.601074
	Iteration 31Q: 3 clusters Score -496563.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -496564.812500 Penalty: 4256.601074
	Iteration 32Q: 3 clusters Score -496564.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -496565.343750 Penalty: 4256.601074
	Iteration 33Q: 3 clusters Score -496565.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -496566.531250 Penalty: 4256.601074
	Iteration 34Q: 3 clusters Score -496566.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -496567.343750 Penalty: 4256.601074
	Iteration 35Q: 3 clusters Score -496567.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -496567.875000 Penalty: 4256.601074
	Iteration 36Q: 3 clusters Score -496567.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -496567.875000 Penalty: 4256.601074
	Iteration 37F: 3 clusters Score -496567.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Entering Unmasked Estep 
Score: -527867.187500 Penalty: 2103.325684
	Iteration 0F: 2 clusters Score -527867.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -523467.125000 Penalty: 4206.651367
	Iteration 0F: 3 clusters Score -523467.1 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -524508.875000 Penalty: 4206.651367
	Iteration 1F: 3 clusters Score -524508.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -524685.375000 Penalty: 4206.651367
	Iteration 2F: 3 clusters Score -524685.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -524778.750000 Penalty: 4206.651367
	Iteration 3Q: 3 clusters Score -524778.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -524848.375000 Penalty: 4206.651367
	Iteration 4Q: 3 clusters Score -524848.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -524899.437500 Penalty: 4206.651367
	Iteration 5Q: 3 clusters Score -524899.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -524941.375000 Penalty: 4206.651367
	Iteration 6Q: 3 clusters Score -524941.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -524978.437500 Penalty: 4206.651367
	Iteration 7Q: 3 clusters Score -524978.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -525008.187500 Penalty: 4206.651367
	Iteration 8Q: 3 clusters Score -525008.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -525038.750000 Penalty: 4206.651367
	Iteration 9Q: 3 clusters Score -525038.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -525060.125000 Penalty: 4206.651367
	Iteration 10Q: 3 clusters Score -525060.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -525081.562500 Penalty: 4206.651367
	Iteration 11Q: 3 clusters Score -525081.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -525100.250000 Penalty: 4206.651367
	Iteration 12Q: 3 clusters Score -525100.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -525122.937500 Penalty: 4206.651367
	Iteration 13Q: 3 clusters Score -525122.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -525142.250000 Penalty: 4206.651367
	Iteration 14Q: 3 clusters Score -525142.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -525159.375000 Penalty: 4206.651367
	Iteration 15Q: 3 clusters Score -525159.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -525173.062500 Penalty: 4206.651367
	Iteration 16Q: 3 clusters Score -525173.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -525187.812500 Penalty: 4206.651367
	Iteration 17Q: 3 clusters Score -525187.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -525203.187500 Penalty: 4206.651367
	Iteration 18Q: 3 clusters Score -525203.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -525222.375000 Penalty: 4206.651367
	Iteration 19Q: 3 clusters Score -525222.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -525239.437500 Penalty: 4206.651367
	Iteration 20F: 3 clusters Score -525239.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -525259.812500 Penalty: 4206.651367
	Iteration 21Q: 3 clusters Score -525259.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -525282.937500 Penalty: 4206.651367
	Iteration 22Q: 3 clusters Score -525282.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -525312.875000 Penalty: 4206.651367
	Iteration 23Q: 3 clusters Score -525312.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -525347.937500 Penalty: 4206.651367
	Iteration 24Q: 3 clusters Score -525347.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -525388.875000 Penalty: 4206.651367
	Iteration 25Q: 3 clusters Score -525388.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -525430.875000 Penalty: 4206.651367
	Iteration 26Q: 3 clusters Score -525430.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -525476.000000 Penalty: 4206.651367
	Iteration 27Q: 3 clusters Score -525476 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -525518.687500 Penalty: 4206.651367
	Iteration 28Q: 3 clusters Score -525518.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -525575.312500 Penalty: 4206.651367
	Iteration 29Q: 3 clusters Score -525575.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -525621.750000 Penalty: 4206.651367
	Iteration 30Q: 3 clusters Score -525621.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -525664.750000 Penalty: 4206.651367
	Iteration 31Q: 3 clusters Score -525664.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -525701.750000 Penalty: 4206.651367
	Iteration 32Q: 3 clusters Score -525701.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -525733.812500 Penalty: 4206.651367
	Iteration 33Q: 3 clusters Score -525733.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -525763.937500 Penalty: 4206.651367
	Iteration 34Q: 3 clusters Score -525763.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -525787.062500 Penalty: 4206.651367
	Iteration 35Q: 3 clusters Score -525787.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -525820.000000 Penalty: 4206.651367
	Iteration 36Q: 3 clusters Score -525820 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -525859.312500 Penalty: 4206.651367
	Iteration 37Q: 3 clusters Score -525859.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -525906.562500 Penalty: 4206.651367
	Iteration 38Q: 3 clusters Score -525906.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -525947.375000 Penalty: 4206.651367
	Iteration 39Q: 3 clusters Score -525947.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -525982.000000 Penalty: 4206.651367
	Iteration 40F: 3 clusters Score -525982 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -526004.750000 Penalty: 4206.651367
	Iteration 41Q: 3 clusters Score -526004.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -526017.375000 Penalty: 4206.651367
	Iteration 42Q: 3 clusters Score -526017.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -526031.000000 Penalty: 4206.651367
	Iteration 43Q: 3 clusters Score -526031 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -526046.750000 Penalty: 4206.651367
	Iteration 44Q: 3 clusters Score -526046.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -526062.062500 Penalty: 4206.651367
	Iteration 45Q: 3 clusters Score -526062.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -526073.812500 Penalty: 4206.651367
	Iteration 46Q: 3 clusters Score -526073.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -526085.187500 Penalty: 4206.651367
	Iteration 47Q: 3 clusters Score -526085.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -526094.562500 Penalty: 4206.651367
	Iteration 48Q: 3 clusters Score -526094.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -526104.312500 Penalty: 4206.651367
	Iteration 49Q: 3 clusters Score -526104.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -526109.875000 Penalty: 4206.651367
	Iteration 50Q: 3 clusters Score -526109.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -526113.250000 Penalty: 4206.651367
	Iteration 51Q: 3 clusters Score -526113.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -526116.437500 Penalty: 4206.651367
	Iteration 52Q: 3 clusters Score -526116.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -526118.062500 Penalty: 4206.651367
	Iteration 53Q: 3 clusters Score -526118.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -526121.312500 Penalty: 4206.651367
	Iteration 54Q: 3 clusters Score -526121.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -526124.250000 Penalty: 4206.651367
	Iteration 55Q: 3 clusters Score -526124.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -526125.875000 Penalty: 4206.651367
	Iteration 56Q: 3 clusters Score -526125.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -526129.187500 Penalty: 4206.651367
	Iteration 57Q: 3 clusters Score -526129.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -526129.687500 Penalty: 4206.651367
	Iteration 58Q: 3 clusters Score -526129.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -526130.937500 Penalty: 4206.651367
	Iteration 59Q: 3 clusters Score -526130.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -526132.562500 Penalty: 4206.651367
	Iteration 60F: 3 clusters Score -526132.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -526136.000000 Penalty: 4206.651367
	Iteration 61Q: 3 clusters Score -526136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -526138.687500 Penalty: 4206.651367
	Iteration 62Q: 3 clusters Score -526138.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -526142.562500 Penalty: 4206.651367
	Iteration 63Q: 3 clusters Score -526142.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -526145.875000 Penalty: 4206.651367
	Iteration 64Q: 3 clusters Score -526145.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -526149.000000 Penalty: 4206.651367
	Iteration 65Q: 3 clusters Score -526149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -526150.187500 Penalty: 4206.651367
	Iteration 66Q: 3 clusters Score -526150.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -526152.562500 Penalty: 4206.651367
	Iteration 67Q: 3 clusters Score -526152.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -526156.312500 Penalty: 4206.651367
	Iteration 68Q: 3 clusters Score -526156.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -526159.500000 Penalty: 4206.651367
	Iteration 69Q: 3 clusters Score -526159.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -526164.187500 Penalty: 4206.651367
	Iteration 70Q: 3 clusters Score -526164.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -526170.062500 Penalty: 4206.651367
	Iteration 71Q: 3 clusters Score -526170.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -526180.125000 Penalty: 4206.651367
	Iteration 72Q: 3 clusters Score -526180.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -526192.500000 Penalty: 4206.651367
	Iteration 73Q: 3 clusters Score -526192.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -526199.000000 Penalty: 4206.651367
	Iteration 74Q: 3 clusters Score -526199 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -526205.875000 Penalty: 4206.651367
	Iteration 75Q: 3 clusters Score -526205.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -526210.437500 Penalty: 4206.651367
	Iteration 76Q: 3 clusters Score -526210.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -526217.125000 Penalty: 4206.651367
	Iteration 77Q: 3 clusters Score -526217.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -526223.312500 Penalty: 4206.651367
	Iteration 78Q: 3 clusters Score -526223.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -526229.750000 Penalty: 4206.651367
	Iteration 79Q: 3 clusters Score -526229.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -526234.000000 Penalty: 4206.651367
	Iteration 80F: 3 clusters Score -526234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -526240.750000 Penalty: 4206.651367
	Iteration 81Q: 3 clusters Score -526240.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -526249.625000 Penalty: 4206.651367
	Iteration 82Q: 3 clusters Score -526249.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -526257.562500 Penalty: 4206.651367
	Iteration 83Q: 3 clusters Score -526257.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -526268.562500 Penalty: 4206.651367
	Iteration 84Q: 3 clusters Score -526268.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -526284.437500 Penalty: 4206.651367
	Iteration 85Q: 3 clusters Score -526284.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -526303.062500 Penalty: 4206.651367
	Iteration 86Q: 3 clusters Score -526303.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -526321.062500 Penalty: 4206.651367
	Iteration 87Q: 3 clusters Score -526321.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -526337.125000 Penalty: 4206.651367
	Iteration 88Q: 3 clusters Score -526337.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -526352.000000 Penalty: 4206.651367
	Iteration 89Q: 3 clusters Score -526352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -526364.500000 Penalty: 4206.651367
	Iteration 90Q: 3 clusters Score -526364.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -526374.250000 Penalty: 4206.651367
	Iteration 91Q: 3 clusters Score -526374.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -526382.062500 Penalty: 4206.651367
	Iteration 92Q: 3 clusters Score -526382.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -526389.562500 Penalty: 4206.651367
	Iteration 93Q: 3 clusters Score -526389.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -526401.250000 Penalty: 4206.651367
	Iteration 94Q: 3 clusters Score -526401.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -526414.000000 Penalty: 4206.651367
	Iteration 95Q: 3 clusters Score -526414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -526434.250000 Penalty: 4206.651367
	Iteration 96Q: 3 clusters Score -526434.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -526450.375000 Penalty: 4206.651367
	Iteration 97Q: 3 clusters Score -526450.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -526462.562500 Penalty: 4206.651367
	Iteration 98Q: 3 clusters Score -526462.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -526469.812500 Penalty: 4206.651367
	Iteration 99Q: 3 clusters Score -526469.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -526474.312500 Penalty: 4206.651367
	Iteration 100F: 3 clusters Score -526474.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -526478.812500 Penalty: 4206.651367
	Iteration 101Q: 3 clusters Score -526478.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -526480.562500 Penalty: 4206.651367
	Iteration 102Q: 3 clusters Score -526480.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -526483.062500 Penalty: 4206.651367
	Iteration 103Q: 3 clusters Score -526483.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -526482.875000 Penalty: 4206.651367
	Iteration 104Q: 3 clusters Score -526482.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -526482.875000 Penalty: 4206.651367
	Iteration 105F: 3 clusters Score -526482.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -47430.054688 Penalty: 1535.198242
	Iteration 0F: 2 clusters Score -47430.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45959.804688 Penalty: 3070.396484
	Iteration 0F: 3 clusters Score -45959.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46136.957031 Penalty: 3070.396484
	Iteration 1F: 3 clusters Score -46136.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -46181.726562 Penalty: 3070.396484
	Iteration 2Q: 3 clusters Score -46181.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46207.953125 Penalty: 3070.396484
	Iteration 3Q: 3 clusters Score -46207.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -46229.562500 Penalty: 3070.396484
	Iteration 4Q: 3 clusters Score -46229.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -46245.617188 Penalty: 3070.396484
	Iteration 5Q: 3 clusters Score -46245.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -46265.531250 Penalty: 3070.396484
	Iteration 6Q: 3 clusters Score -46265.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -46313.402344 Penalty: 3070.396484
	Iteration 7Q: 3 clusters Score -46313.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -46394.371094 Penalty: 3070.396484
	Iteration 8Q: 3 clusters Score -46394.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -46439.816406 Penalty: 3070.396484
	Iteration 9Q: 3 clusters Score -46439.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -46451.691406 Penalty: 3070.396484
	Iteration 10Q: 3 clusters Score -46451.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -46464.925781 Penalty: 3070.396484
	Iteration 11Q: 3 clusters Score -46464.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -46478.019531 Penalty: 3070.396484
	Iteration 12Q: 3 clusters Score -46478.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -46500.156250 Penalty: 3070.396484
	Iteration 13Q: 3 clusters Score -46500.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -46574.933594 Penalty: 3070.396484
	Iteration 14Q: 3 clusters Score -46574.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -46637.179688 Penalty: 3070.396484
	Iteration 15Q: 3 clusters Score -46637.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -46654.324219 Penalty: 3070.396484
	Iteration 16Q: 3 clusters Score -46654.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -46657.812500 Penalty: 3070.396484
	Iteration 17Q: 3 clusters Score -46657.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -46665.074219 Penalty: 3070.396484
	Iteration 18Q: 3 clusters Score -46665.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -46665.074219 Penalty: 3070.396484
	Iteration 19F: 3 clusters Score -46665.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (14056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Entering Unmasked Estep 
Score: -1020736.562500 Penalty: 2368.599609
	Iteration 0F: 2 clusters Score -1020737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1010461.312500 Penalty: 4737.199219
	Iteration 0F: 3 clusters Score -1010461 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1013954.750000 Penalty: 4737.199219
	Iteration 1F: 3 clusters Score -1013955 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1014596.500000 Penalty: 4737.199219
	Iteration 2F: 3 clusters Score -1014596 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1015257.500000 Penalty: 4737.199219
	Iteration 3F: 3 clusters Score -1015258 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1015835.312500 Penalty: 4737.199219
	Iteration 4F: 3 clusters Score -1015835 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1016306.687500 Penalty: 4737.199219
	Iteration 5F: 3 clusters Score -1016307 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1016715.562500 Penalty: 4737.199219
	Iteration 6Q: 3 clusters Score -1016716 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1017062.375000 Penalty: 4737.199219
	Iteration 7Q: 3 clusters Score -1017062 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1017311.062500 Penalty: 4737.199219
	Iteration 8Q: 3 clusters Score -1017311 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1017501.000000 Penalty: 4737.199219
	Iteration 9Q: 3 clusters Score -1017501 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1017623.937500 Penalty: 4737.199219
	Iteration 10Q: 3 clusters Score -1017624 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1017707.812500 Penalty: 4737.199219
	Iteration 11Q: 3 clusters Score -1017708 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1017786.437500 Penalty: 4737.199219
	Iteration 12Q: 3 clusters Score -1017786 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1017835.500000 Penalty: 4737.199219
	Iteration 13Q: 3 clusters Score -1017836 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1017871.062500 Penalty: 4737.199219
	Iteration 14Q: 3 clusters Score -1017871 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1017902.125000 Penalty: 4737.199219
	Iteration 15Q: 3 clusters Score -1017902 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1017927.250000 Penalty: 4737.199219
	Iteration 16Q: 3 clusters Score -1017927 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1017947.625000 Penalty: 4737.199219
	Iteration 17Q: 3 clusters Score -1017948 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1017967.125000 Penalty: 4737.199219
	Iteration 18Q: 3 clusters Score -1017967 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1017992.062500 Penalty: 4737.199219
	Iteration 19Q: 3 clusters Score -1017992 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1018006.500000 Penalty: 4737.199219
	Iteration 20F: 3 clusters Score -1018006 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1018020.437500 Penalty: 4737.199219
	Iteration 21Q: 3 clusters Score -1018020 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1018041.687500 Penalty: 4737.199219
	Iteration 22Q: 3 clusters Score -1018042 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1018064.062500 Penalty: 4737.199219
	Iteration 23Q: 3 clusters Score -1018064 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1018079.250000 Penalty: 4737.199219
	Iteration 24Q: 3 clusters Score -1018079 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1018102.562500 Penalty: 4737.199219
	Iteration 25Q: 3 clusters Score -1018103 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1018137.125000 Penalty: 4737.199219
	Iteration 26Q: 3 clusters Score -1018137 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1018163.875000 Penalty: 4737.199219
	Iteration 27Q: 3 clusters Score -1018164 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1018185.500000 Penalty: 4737.199219
	Iteration 28Q: 3 clusters Score -1018186 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1018210.562500 Penalty: 4737.199219
	Iteration 29Q: 3 clusters Score -1018211 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1018232.812500 Penalty: 4737.199219
	Iteration 30Q: 3 clusters Score -1018233 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1018248.062500 Penalty: 4737.199219
	Iteration 31Q: 3 clusters Score -1018248 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1018263.250000 Penalty: 4737.199219
	Iteration 32Q: 3 clusters Score -1018263 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1018278.187500 Penalty: 4737.199219
	Iteration 33Q: 3 clusters Score -1018278 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1018292.437500 Penalty: 4737.199219
	Iteration 34Q: 3 clusters Score -1018292 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1018308.937500 Penalty: 4737.199219
	Iteration 35Q: 3 clusters Score -1018309 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1018323.625000 Penalty: 4737.199219
	Iteration 36Q: 3 clusters Score -1018324 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1018346.562500 Penalty: 4737.199219
	Iteration 37Q: 3 clusters Score -1018347 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1018365.125000 Penalty: 4737.199219
	Iteration 38Q: 3 clusters Score -1018365 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1018384.562500 Penalty: 4737.199219
	Iteration 39Q: 3 clusters Score -1018385 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1018404.750000 Penalty: 4737.199219
	Iteration 40F: 3 clusters Score -1018405 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1018432.562500 Penalty: 4737.199219
	Iteration 41Q: 3 clusters Score -1018433 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1018454.750000 Penalty: 4737.199219
	Iteration 42Q: 3 clusters Score -1018455 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1018471.625000 Penalty: 4737.199219
	Iteration 43Q: 3 clusters Score -1018472 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1018487.062500 Penalty: 4737.199219
	Iteration 44Q: 3 clusters Score -1018487 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1018500.062500 Penalty: 4737.199219
	Iteration 45Q: 3 clusters Score -1018500 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1018515.312500 Penalty: 4737.199219
	Iteration 46Q: 3 clusters Score -1018515 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1018530.312500 Penalty: 4737.199219
	Iteration 47Q: 3 clusters Score -1018530 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1018545.562500 Penalty: 4737.199219
	Iteration 48Q: 3 clusters Score -1018546 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1018558.062500 Penalty: 4737.199219
	Iteration 49Q: 3 clusters Score -1018558 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1018569.500000 Penalty: 4737.199219
	Iteration 50Q: 3 clusters Score -1018570 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1018579.125000 Penalty: 4737.199219
	Iteration 51Q: 3 clusters Score -1018579 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1018583.750000 Penalty: 4737.199219
	Iteration 52Q: 3 clusters Score -1018584 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1018597.125000 Penalty: 4737.199219
	Iteration 53Q: 3 clusters Score -1018597 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1018600.250000 Penalty: 4737.199219
	Iteration 54Q: 3 clusters Score -1018600 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1018611.437500 Penalty: 4737.199219
	Iteration 55Q: 3 clusters Score -1018611 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1018612.562500 Penalty: 4737.199219
	Iteration 56Q: 3 clusters Score -1018613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1018618.125000 Penalty: 4737.199219
	Iteration 57Q: 3 clusters Score -1018618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1018621.375000 Penalty: 4737.199219
	Iteration 58Q: 3 clusters Score -1018621 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1018629.187500 Penalty: 4737.199219
	Iteration 59Q: 3 clusters Score -1018629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1018636.625000 Penalty: 4737.199219
	Iteration 60F: 3 clusters Score -1018637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1018639.875000 Penalty: 4737.199219
	Iteration 61Q: 3 clusters Score -1018640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1018642.937500 Penalty: 4737.199219
	Iteration 62Q: 3 clusters Score -1018643 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1018646.000000 Penalty: 4737.199219
	Iteration 63Q: 3 clusters Score -1018646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1018656.187500 Penalty: 4737.199219
	Iteration 64Q: 3 clusters Score -1018656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1018662.875000 Penalty: 4737.199219
	Iteration 65Q: 3 clusters Score -1018663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1018667.000000 Penalty: 4737.199219
	Iteration 66Q: 3 clusters Score -1018667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1018670.687500 Penalty: 4737.199219
	Iteration 67Q: 3 clusters Score -1018671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1018674.062500 Penalty: 4737.199219
	Iteration 68Q: 3 clusters Score -1018674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1018678.250000 Penalty: 4737.199219
	Iteration 69Q: 3 clusters Score -1018678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1018682.875000 Penalty: 4737.199219
	Iteration 70Q: 3 clusters Score -1018683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1018686.562500 Penalty: 4737.199219
	Iteration 71Q: 3 clusters Score -1018687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1018687.125000 Penalty: 4737.199219
	Iteration 72Q: 3 clusters Score -1018687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1018691.125000 Penalty: 4737.199219
	Iteration 73Q: 3 clusters Score -1018691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1018689.875000 Penalty: 4737.199219
	Iteration 74Q: 3 clusters Score -1018690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1018695.562500 Penalty: 4737.199219
	Iteration 75Q: 3 clusters Score -1018696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1018697.625000 Penalty: 4737.199219
	Iteration 76Q: 3 clusters Score -1018698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1018698.062500 Penalty: 4737.199219
	Iteration 77Q: 3 clusters Score -1018698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1018701.750000 Penalty: 4737.199219
	Iteration 78Q: 3 clusters Score -1018702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1018699.562500 Penalty: 4737.199219
	Iteration 79Q: 3 clusters Score -1018700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1018699.375000 Penalty: 4737.199219
	Iteration 80F: 3 clusters Score -1018699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1018705.125000 Penalty: 4737.199219
	Iteration 81Q: 3 clusters Score -1018705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1018705.625000 Penalty: 4737.199219
	Iteration 82Q: 3 clusters Score -1018706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1018709.687500 Penalty: 4737.199219
	Iteration 83Q: 3 clusters Score -1018710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1018714.500000 Penalty: 4737.199219
	Iteration 84Q: 3 clusters Score -1018714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1018717.500000 Penalty: 4737.199219
	Iteration 85Q: 3 clusters Score -1018718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1018722.062500 Penalty: 4737.199219
	Iteration 86Q: 3 clusters Score -1018722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1018726.875000 Penalty: 4737.199219
	Iteration 87Q: 3 clusters Score -1018727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1018731.937500 Penalty: 4737.199219
	Iteration 88Q: 3 clusters Score -1018732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1018734.625000 Penalty: 4737.199219
	Iteration 89Q: 3 clusters Score -1018735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1018738.000000 Penalty: 4737.199219
	Iteration 90Q: 3 clusters Score -1018738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1018742.562500 Penalty: 4737.199219
	Iteration 91Q: 3 clusters Score -1018743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1018745.750000 Penalty: 4737.199219
	Iteration 92Q: 3 clusters Score -1018746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1018747.000000 Penalty: 4737.199219
	Iteration 93Q: 3 clusters Score -1018747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1018749.812500 Penalty: 4737.199219
	Iteration 94Q: 3 clusters Score -1018750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1018753.937500 Penalty: 4737.199219
	Iteration 95Q: 3 clusters Score -1018754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1018759.875000 Penalty: 4737.199219
	Iteration 96Q: 3 clusters Score -1018760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1018768.937500 Penalty: 4737.199219
	Iteration 97Q: 3 clusters Score -1018769 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1018776.437500 Penalty: 4737.199219
	Iteration 98Q: 3 clusters Score -1018776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1018782.875000 Penalty: 4737.199219
	Iteration 99Q: 3 clusters Score -1018783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1018786.437500 Penalty: 4737.199219
	Iteration 100F: 3 clusters Score -1018786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1018787.437500 Penalty: 4737.199219
	Iteration 101Q: 3 clusters Score -1018787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1018791.937500 Penalty: 4737.199219
	Iteration 102Q: 3 clusters Score -1018792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1018793.875000 Penalty: 4737.199219
	Iteration 103Q: 3 clusters Score -1018794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1018794.000000 Penalty: 4737.199219
	Iteration 104Q: 3 clusters Score -1018794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1018795.562500 Penalty: 4737.199219
	Iteration 105Q: 3 clusters Score -1018796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1018794.500000 Penalty: 4737.199219
	Iteration 106Q: 3 clusters Score -1018794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1018798.187500 Penalty: 4737.199219
	Iteration 107Q: 3 clusters Score -1018798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1018799.625000 Penalty: 4737.199219
	Iteration 108Q: 3 clusters Score -1018800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1018797.250000 Penalty: 4737.199219
	Iteration 109Q: 3 clusters Score -1018797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1018801.625000 Penalty: 4737.199219
	Iteration 110Q: 3 clusters Score -1018802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1018800.437500 Penalty: 4737.199219
	Iteration 111Q: 3 clusters Score -1018800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1018802.125000 Penalty: 4737.199219
	Iteration 112Q: 3 clusters Score -1018802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1018802.625000 Penalty: 4737.199219
	Iteration 113Q: 3 clusters Score -1018803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1018805.375000 Penalty: 4737.199219
	Iteration 114Q: 3 clusters Score -1018805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1018808.312500 Penalty: 4737.199219
	Iteration 115Q: 3 clusters Score -1018808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1018808.437500 Penalty: 4737.199219
	Iteration 116Q: 3 clusters Score -1018808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1018811.750000 Penalty: 4737.199219
	Iteration 117Q: 3 clusters Score -1018812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1018810.625000 Penalty: 4737.199219
	Iteration 118Q: 3 clusters Score -1018811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1018809.625000 Penalty: 4737.199219
	Iteration 119Q: 3 clusters Score -1018810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1018812.812500 Penalty: 4737.199219
	Iteration 120F: 3 clusters Score -1018813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1018815.875000 Penalty: 4737.199219
	Iteration 121Q: 3 clusters Score -1018816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1018816.500000 Penalty: 4737.199219
	Iteration 122Q: 3 clusters Score -1018816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1018817.562500 Penalty: 4737.199219
	Iteration 123Q: 3 clusters Score -1018818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1018819.750000 Penalty: 4737.199219
	Iteration 124Q: 3 clusters Score -1018820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1018820.187500 Penalty: 4737.199219
	Iteration 125Q: 3 clusters Score -1018820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1018820.187500 Penalty: 4737.199219
	Iteration 126F: 3 clusters Score -1018820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Entering Unmasked Estep 
Score: -927696.375000 Penalty: 2269.030273
	Iteration 0F: 2 clusters Score -927696.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -920363.687500 Penalty: 4538.060547
	Iteration 0F: 3 clusters Score -920363.7 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -922549.625000 Penalty: 4538.060547
	Iteration 1F: 3 clusters Score -922549.6 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -922992.750000 Penalty: 4538.060547
	Iteration 2F: 3 clusters Score -922992.8 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -923374.312500 Penalty: 4538.060547
	Iteration 3F: 3 clusters Score -923374.3 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -923691.250000 Penalty: 4538.060547
	Iteration 4F: 3 clusters Score -923691.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -923995.062500 Penalty: 4538.060547
	Iteration 5F: 3 clusters Score -923995.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -924303.562500 Penalty: 4538.060547
	Iteration 6F: 3 clusters Score -924303.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -924603.875000 Penalty: 4538.060547
	Iteration 7Q: 3 clusters Score -924603.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -924904.812500 Penalty: 4538.060547
	Iteration 8Q: 3 clusters Score -924904.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -925128.875000 Penalty: 4538.060547
	Iteration 9Q: 3 clusters Score -925128.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -925300.562500 Penalty: 4538.060547
	Iteration 10Q: 3 clusters Score -925300.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -925442.562500 Penalty: 4538.060547
	Iteration 11Q: 3 clusters Score -925442.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -925545.750000 Penalty: 4538.060547
	Iteration 12Q: 3 clusters Score -925545.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -925622.562500 Penalty: 4538.060547
	Iteration 13Q: 3 clusters Score -925622.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -925700.562500 Penalty: 4538.060547
	Iteration 14Q: 3 clusters Score -925700.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -925775.062500 Penalty: 4538.060547
	Iteration 15Q: 3 clusters Score -925775.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -925824.125000 Penalty: 4538.060547
	Iteration 16Q: 3 clusters Score -925824.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -925858.062500 Penalty: 4538.060547
	Iteration 17Q: 3 clusters Score -925858.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -925886.812500 Penalty: 4538.060547
	Iteration 18Q: 3 clusters Score -925886.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -925909.937500 Penalty: 4538.060547
	Iteration 19Q: 3 clusters Score -925909.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -925930.875000 Penalty: 4538.060547
	Iteration 20F: 3 clusters Score -925930.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -925948.937500 Penalty: 4538.060547
	Iteration 21Q: 3 clusters Score -925948.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -925966.437500 Penalty: 4538.060547
	Iteration 22Q: 3 clusters Score -925966.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -925986.000000 Penalty: 4538.060547
	Iteration 23Q: 3 clusters Score -925986 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -926004.937500 Penalty: 4538.060547
	Iteration 24Q: 3 clusters Score -926004.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -926019.000000 Penalty: 4538.060547
	Iteration 25Q: 3 clusters Score -926019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -926025.187500 Penalty: 4538.060547
	Iteration 26Q: 3 clusters Score -926025.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -926033.812500 Penalty: 4538.060547
	Iteration 27Q: 3 clusters Score -926033.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -926039.250000 Penalty: 4538.060547
	Iteration 28Q: 3 clusters Score -926039.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -926038.750000 Penalty: 4538.060547
	Iteration 29Q: 3 clusters Score -926038.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -926038.750000 Penalty: 4538.060547
	Iteration 30F: 3 clusters Score -926038.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Entering Unmasked Estep 
Score: -1132023.875000 Penalty: 2296.453369
	Iteration 0F: 2 clusters Score -1132024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1124091.125000 Penalty: 4592.906738
	Iteration 0F: 3 clusters Score -1124091 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1126516.750000 Penalty: 4592.906738
	Iteration 1F: 3 clusters Score -1126517 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1126839.625000 Penalty: 4592.906738
	Iteration 2F: 3 clusters Score -1126840 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1127085.000000 Penalty: 4592.906738
	Iteration 3Q: 3 clusters Score -1127085 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1127285.500000 Penalty: 4592.906738
	Iteration 4Q: 3 clusters Score -1127286 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1127527.125000 Penalty: 4592.906738
	Iteration 5Q: 3 clusters Score -1127527 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1127810.250000 Penalty: 4592.906738
	Iteration 6Q: 3 clusters Score -1127810 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1128143.750000 Penalty: 4592.906738
	Iteration 7Q: 3 clusters Score -1128144 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1128569.250000 Penalty: 4592.906738
	Iteration 8Q: 3 clusters Score -1128569 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1128933.125000 Penalty: 4592.906738
	Iteration 9Q: 3 clusters Score -1128933 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1129177.000000 Penalty: 4592.906738
	Iteration 10Q: 3 clusters Score -1129177 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1129353.500000 Penalty: 4592.906738
	Iteration 11Q: 3 clusters Score -1129354 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1129470.000000 Penalty: 4592.906738
	Iteration 12Q: 3 clusters Score -1129470 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1129550.125000 Penalty: 4592.906738
	Iteration 13Q: 3 clusters Score -1129550 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1129604.250000 Penalty: 4592.906738
	Iteration 14Q: 3 clusters Score -1129604 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1129647.375000 Penalty: 4592.906738
	Iteration 15Q: 3 clusters Score -1129647 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1129680.750000 Penalty: 4592.906738
	Iteration 16Q: 3 clusters Score -1129681 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1129702.500000 Penalty: 4592.906738
	Iteration 17Q: 3 clusters Score -1129702 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1129717.125000 Penalty: 4592.906738
	Iteration 18Q: 3 clusters Score -1129717 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1129730.625000 Penalty: 4592.906738
	Iteration 19Q: 3 clusters Score -1129731 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1129738.750000 Penalty: 4592.906738
	Iteration 20F: 3 clusters Score -1129739 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1129746.625000 Penalty: 4592.906738
	Iteration 21Q: 3 clusters Score -1129747 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1129755.500000 Penalty: 4592.906738
	Iteration 22Q: 3 clusters Score -1129756 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1129765.000000 Penalty: 4592.906738
	Iteration 23Q: 3 clusters Score -1129765 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1129773.375000 Penalty: 4592.906738
	Iteration 24Q: 3 clusters Score -1129773 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1129777.875000 Penalty: 4592.906738
	Iteration 25Q: 3 clusters Score -1129778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1129781.750000 Penalty: 4592.906738
	Iteration 26Q: 3 clusters Score -1129782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1129787.375000 Penalty: 4592.906738
	Iteration 27Q: 3 clusters Score -1129787 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1129795.625000 Penalty: 4592.906738
	Iteration 28Q: 3 clusters Score -1129796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1129804.875000 Penalty: 4592.906738
	Iteration 29Q: 3 clusters Score -1129805 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1129812.750000 Penalty: 4592.906738
	Iteration 30Q: 3 clusters Score -1129813 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1129816.875000 Penalty: 4592.906738
	Iteration 31Q: 3 clusters Score -1129817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1129822.250000 Penalty: 4592.906738
	Iteration 32Q: 3 clusters Score -1129822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1129823.875000 Penalty: 4592.906738
	Iteration 33Q: 3 clusters Score -1129824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1129830.125000 Penalty: 4592.906738
	Iteration 34Q: 3 clusters Score -1129830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1129834.125000 Penalty: 4592.906738
	Iteration 35Q: 3 clusters Score -1129834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1129842.375000 Penalty: 4592.906738
	Iteration 36Q: 3 clusters Score -1129842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1129841.750000 Penalty: 4592.906738
	Iteration 37Q: 3 clusters Score -1129842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1129846.375000 Penalty: 4592.906738
	Iteration 38Q: 3 clusters Score -1129846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1129848.625000 Penalty: 4592.906738
	Iteration 39Q: 3 clusters Score -1129849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1129852.500000 Penalty: 4592.906738
	Iteration 40F: 3 clusters Score -1129852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1129852.500000 Penalty: 4592.906738
	Iteration 41Q: 3 clusters Score -1129852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1129856.500000 Penalty: 4592.906738
	Iteration 42Q: 3 clusters Score -1129856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1129858.000000 Penalty: 4592.906738
	Iteration 43Q: 3 clusters Score -1129858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1129861.875000 Penalty: 4592.906738
	Iteration 44Q: 3 clusters Score -1129862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1129860.625000 Penalty: 4592.906738
	Iteration 45Q: 3 clusters Score -1129861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1129862.875000 Penalty: 4592.906738
	Iteration 46Q: 3 clusters Score -1129863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1129866.500000 Penalty: 4592.906738
	Iteration 47Q: 3 clusters Score -1129866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1129869.625000 Penalty: 4592.906738
	Iteration 48Q: 3 clusters Score -1129870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1129870.000000 Penalty: 4592.906738
	Iteration 49Q: 3 clusters Score -1129870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1129872.750000 Penalty: 4592.906738
	Iteration 50Q: 3 clusters Score -1129873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1129870.875000 Penalty: 4592.906738
	Iteration 51Q: 3 clusters Score -1129871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1129873.125000 Penalty: 4592.906738
	Iteration 52Q: 3 clusters Score -1129873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1129875.250000 Penalty: 4592.906738
	Iteration 53Q: 3 clusters Score -1129875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1129871.500000 Penalty: 4592.906738
	Iteration 54Q: 3 clusters Score -1129872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1129872.750000 Penalty: 4592.906738
	Iteration 55Q: 3 clusters Score -1129873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1129874.875000 Penalty: 4592.906738
	Iteration 56Q: 3 clusters Score -1129875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1129875.500000 Penalty: 4592.906738
	Iteration 57Q: 3 clusters Score -1129876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1129875.125000 Penalty: 4592.906738
	Iteration 58Q: 3 clusters Score -1129875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1129876.625000 Penalty: 4592.906738
	Iteration 59Q: 3 clusters Score -1129877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1129876.750000 Penalty: 4592.906738
	Iteration 60F: 3 clusters Score -1129877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1129876.250000 Penalty: 4592.906738
	Iteration 61Q: 3 clusters Score -1129876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1129875.875000 Penalty: 4592.906738
	Iteration 62Q: 3 clusters Score -1129876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1129877.500000 Penalty: 4592.906738
	Iteration 63Q: 3 clusters Score -1129878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1129880.750000 Penalty: 4592.906738
	Iteration 64Q: 3 clusters Score -1129881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1129880.000000 Penalty: 4592.906738
	Iteration 65Q: 3 clusters Score -1129880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1129878.875000 Penalty: 4592.906738
	Iteration 66Q: 3 clusters Score -1129879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1129882.125000 Penalty: 4592.906738
	Iteration 67Q: 3 clusters Score -1129882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1129884.000000 Penalty: 4592.906738
	Iteration 68Q: 3 clusters Score -1129884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1129881.750000 Penalty: 4592.906738
	Iteration 69Q: 3 clusters Score -1129882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1129885.875000 Penalty: 4592.906738
	Iteration 70Q: 3 clusters Score -1129886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1129886.750000 Penalty: 4592.906738
	Iteration 71Q: 3 clusters Score -1129887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1129889.375000 Penalty: 4592.906738
	Iteration 72Q: 3 clusters Score -1129889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1129891.375000 Penalty: 4592.906738
	Iteration 73Q: 3 clusters Score -1129891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1129891.375000 Penalty: 4592.906738
	Iteration 74Q: 3 clusters Score -1129891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1129892.125000 Penalty: 4592.906738
	Iteration 75Q: 3 clusters Score -1129892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1129892.125000 Penalty: 4592.906738
	Iteration 76Q: 3 clusters Score -1129892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1129892.375000 Penalty: 4592.906738
	Iteration 77Q: 3 clusters Score -1129892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1129893.500000 Penalty: 4592.906738
	Iteration 78Q: 3 clusters Score -1129894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1129893.500000 Penalty: 4592.906738
	Iteration 79Q: 3 clusters Score -1129894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1129893.500000 Penalty: 4592.906738
	Iteration 80F: 3 clusters Score -1129894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Entering Unmasked Estep 
Score: -245999.859375 Penalty: 1910.121948
	Iteration 0F: 2 clusters Score -245999.9 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 1082 members 
Entering Unmasked Estep 
Score: -243234.968750 Penalty: 3820.243896
	Iteration 0F: 3 clusters Score -243235 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -243782.250000 Penalty: 3820.243896
	Iteration 1F: 3 clusters Score -243782.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -243893.718750 Penalty: 3820.243896
	Iteration 2F: 3 clusters Score -243893.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -243948.531250 Penalty: 3820.243896
	Iteration 3Q: 3 clusters Score -243948.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -243987.765625 Penalty: 3820.243896
	Iteration 4Q: 3 clusters Score -243987.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -244016.296875 Penalty: 3820.243896
	Iteration 5Q: 3 clusters Score -244016.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -244039.453125 Penalty: 3820.243896
	Iteration 6Q: 3 clusters Score -244039.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -244058.406250 Penalty: 3820.243896
	Iteration 7Q: 3 clusters Score -244058.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -244075.781250 Penalty: 3820.243896
	Iteration 8Q: 3 clusters Score -244075.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -244090.703125 Penalty: 3820.243896
	Iteration 9Q: 3 clusters Score -244090.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -244102.750000 Penalty: 3820.243896
	Iteration 10Q: 3 clusters Score -244102.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -244115.578125 Penalty: 3820.243896
	Iteration 11Q: 3 clusters Score -244115.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -244128.265625 Penalty: 3820.243896
	Iteration 12Q: 3 clusters Score -244128.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -244138.718750 Penalty: 3820.243896
	Iteration 13Q: 3 clusters Score -244138.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -244142.578125 Penalty: 3820.243896
	Iteration 14Q: 3 clusters Score -244142.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -244146.953125 Penalty: 3820.243896
	Iteration 15Q: 3 clusters Score -244147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -244149.031250 Penalty: 3820.243896
	Iteration 16Q: 3 clusters Score -244149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -244149.718750 Penalty: 3820.243896
	Iteration 17Q: 3 clusters Score -244149.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -244150.203125 Penalty: 3820.243896
	Iteration 18Q: 3 clusters Score -244150.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -244152.015625 Penalty: 3820.243896
	Iteration 19Q: 3 clusters Score -244152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -244154.015625 Penalty: 3820.243896
	Iteration 20F: 3 clusters Score -244154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -244154.437500 Penalty: 3820.243896
	Iteration 21Q: 3 clusters Score -244154.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -244154.593750 Penalty: 3820.243896
	Iteration 22Q: 3 clusters Score -244154.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -244155.218750 Penalty: 3820.243896
	Iteration 23Q: 3 clusters Score -244155.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -244155.531250 Penalty: 3820.243896
	Iteration 24Q: 3 clusters Score -244155.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -244155.531250 Penalty: 3820.243896
	Iteration 25F: 3 clusters Score -244155.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -38861.515625 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -38861.52 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 243 members 
Entering Unmasked Estep 
Score: -37448.613281 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -37448.61 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -37632.722656 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -37632.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -37688.152344 Penalty: 3073.436279
	Iteration 2Q: 3 clusters Score -37688.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -37740.746094 Penalty: 3073.436279
	Iteration 3Q: 3 clusters Score -37740.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -37772.343750 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -37772.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37797.171875 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -37797.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -37819.417969 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -37819.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37828.363281 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -37828.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -37830.054688 Penalty: 3073.436279
	Iteration 8Q: 3 clusters Score -37830.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -37831.632812 Penalty: 3073.436279
	Iteration 9Q: 3 clusters Score -37831.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -37834.343750 Penalty: 3073.436279
	Iteration 10Q: 3 clusters Score -37834.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -37836.410156 Penalty: 3073.436279
	Iteration 11Q: 3 clusters Score -37836.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -37838.789062 Penalty: 3073.436279
	Iteration 12Q: 3 clusters Score -37838.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -37840.019531 Penalty: 3073.436279
	Iteration 13Q: 3 clusters Score -37840.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -37854.207031 Penalty: 3073.436279
	Iteration 14Q: 3 clusters Score -37854.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37868.812500 Penalty: 3073.436279
	Iteration 15Q: 3 clusters Score -37868.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37877.609375 Penalty: 3073.436279
	Iteration 16Q: 3 clusters Score -37877.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -37878.542969 Penalty: 3073.436279
	Iteration 17Q: 3 clusters Score -37878.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -37879.617188 Penalty: 3073.436279
	Iteration 18Q: 3 clusters Score -37879.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -37893.949219 Penalty: 3073.436279
	Iteration 19Q: 3 clusters Score -37893.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37913.222656 Penalty: 3073.436279
	Iteration 20F: 3 clusters Score -37913.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (14854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Entering Unmasked Estep 
Score: -1596339.625000 Penalty: 2382.294189
	Iteration 0F: 2 clusters Score -1596340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1585534.750000 Penalty: 4764.588379
	Iteration 0F: 3 clusters Score -1585535 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1589009.500000 Penalty: 4764.588379
	Iteration 1F: 3 clusters Score -1589010 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1589503.250000 Penalty: 4764.588379
	Iteration 2F: 3 clusters Score -1589503 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1589995.375000 Penalty: 4764.588379
	Iteration 3F: 3 clusters Score -1589995 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1590530.875000 Penalty: 4764.588379
	Iteration 4F: 3 clusters Score -1590531 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1591108.750000 Penalty: 4764.588379
	Iteration 5F: 3 clusters Score -1591109 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1591702.750000 Penalty: 4764.588379
	Iteration 6F: 3 clusters Score -1591703 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1592348.125000 Penalty: 4764.588379
	Iteration 7F: 3 clusters Score -1592348 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1592854.250000 Penalty: 4764.588379
	Iteration 8F: 3 clusters Score -1592854 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1593232.375000 Penalty: 4764.588379
	Iteration 9Q: 3 clusters Score -1593232 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1593495.875000 Penalty: 4764.588379
	Iteration 10Q: 3 clusters Score -1593496 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1593664.000000 Penalty: 4764.588379
	Iteration 11Q: 3 clusters Score -1593664 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1593796.875000 Penalty: 4764.588379
	Iteration 12Q: 3 clusters Score -1593797 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1593888.875000 Penalty: 4764.588379
	Iteration 13Q: 3 clusters Score -1593889 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1593950.750000 Penalty: 4764.588379
	Iteration 14Q: 3 clusters Score -1593951 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1593999.875000 Penalty: 4764.588379
	Iteration 15Q: 3 clusters Score -1594000 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1594038.125000 Penalty: 4764.588379
	Iteration 16Q: 3 clusters Score -1594038 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1594080.625000 Penalty: 4764.588379
	Iteration 17Q: 3 clusters Score -1594081 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1594118.625000 Penalty: 4764.588379
	Iteration 18Q: 3 clusters Score -1594119 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1594147.875000 Penalty: 4764.588379
	Iteration 19Q: 3 clusters Score -1594148 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1594192.375000 Penalty: 4764.588379
	Iteration 20F: 3 clusters Score -1594192 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1594227.250000 Penalty: 4764.588379
	Iteration 21Q: 3 clusters Score -1594227 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1594264.125000 Penalty: 4764.588379
	Iteration 22Q: 3 clusters Score -1594264 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1594320.375000 Penalty: 4764.588379
	Iteration 23Q: 3 clusters Score -1594320 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1594379.750000 Penalty: 4764.588379
	Iteration 24Q: 3 clusters Score -1594380 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1594457.875000 Penalty: 4764.588379
	Iteration 25Q: 3 clusters Score -1594458 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1594539.750000 Penalty: 4764.588379
	Iteration 26Q: 3 clusters Score -1594540 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1594624.250000 Penalty: 4764.588379
	Iteration 27Q: 3 clusters Score -1594624 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1594715.000000 Penalty: 4764.588379
	Iteration 28Q: 3 clusters Score -1594715 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1594800.000000 Penalty: 4764.588379
	Iteration 29Q: 3 clusters Score -1594800 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1594862.750000 Penalty: 4764.588379
	Iteration 30Q: 3 clusters Score -1594863 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1594910.125000 Penalty: 4764.588379
	Iteration 31Q: 3 clusters Score -1594910 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1594940.500000 Penalty: 4764.588379
	Iteration 32Q: 3 clusters Score -1594940 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1594953.500000 Penalty: 4764.588379
	Iteration 33Q: 3 clusters Score -1594954 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1594971.875000 Penalty: 4764.588379
	Iteration 34Q: 3 clusters Score -1594972 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1594978.625000 Penalty: 4764.588379
	Iteration 35Q: 3 clusters Score -1594979 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1594983.375000 Penalty: 4764.588379
	Iteration 36Q: 3 clusters Score -1594983 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1594995.000000 Penalty: 4764.588379
	Iteration 37Q: 3 clusters Score -1594995 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1594994.375000 Penalty: 4764.588379
	Iteration 38Q: 3 clusters Score -1594994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1595003.875000 Penalty: 4764.588379
	Iteration 39Q: 3 clusters Score -1595004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1595001.750000 Penalty: 4764.588379
	Iteration 40F: 3 clusters Score -1595002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1595008.750000 Penalty: 4764.588379
	Iteration 41Q: 3 clusters Score -1595009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1595010.000000 Penalty: 4764.588379
	Iteration 42Q: 3 clusters Score -1595010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1595013.375000 Penalty: 4764.588379
	Iteration 43Q: 3 clusters Score -1595013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1595011.625000 Penalty: 4764.588379
	Iteration 44Q: 3 clusters Score -1595012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1595011.250000 Penalty: 4764.588379
	Iteration 45Q: 3 clusters Score -1595011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1595012.750000 Penalty: 4764.588379
	Iteration 46Q: 3 clusters Score -1595013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1595015.875000 Penalty: 4764.588379
	Iteration 47Q: 3 clusters Score -1595016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1595015.375000 Penalty: 4764.588379
	Iteration 48Q: 3 clusters Score -1595015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1595016.375000 Penalty: 4764.588379
	Iteration 49Q: 3 clusters Score -1595016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1595014.500000 Penalty: 4764.588379
	Iteration 50Q: 3 clusters Score -1595014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1595015.250000 Penalty: 4764.588379
	Iteration 51Q: 3 clusters Score -1595015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1595014.750000 Penalty: 4764.588379
	Iteration 52Q: 3 clusters Score -1595015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1595015.375000 Penalty: 4764.588379
	Iteration 53Q: 3 clusters Score -1595015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1595015.375000 Penalty: 4764.588379
	Iteration 54F: 3 clusters Score -1595015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Entering Unmasked Estep 
Score: -616943.937500 Penalty: 2141.253418
	Iteration 0F: 2 clusters Score -616943.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -612074.812500 Penalty: 4282.506836
	Iteration 0F: 3 clusters Score -612074.8 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -613294.500000 Penalty: 4282.506836
	Iteration 1F: 3 clusters Score -613294.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -613515.125000 Penalty: 4282.506836
	Iteration 2F: 3 clusters Score -613515.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -613656.625000 Penalty: 4282.506836
	Iteration 3Q: 3 clusters Score -613656.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -613749.000000 Penalty: 4282.506836
	Iteration 4Q: 3 clusters Score -613749 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -613822.750000 Penalty: 4282.506836
	Iteration 5Q: 3 clusters Score -613822.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -613873.687500 Penalty: 4282.506836
	Iteration 6Q: 3 clusters Score -613873.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -613921.687500 Penalty: 4282.506836
	Iteration 7Q: 3 clusters Score -613921.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -613951.812500 Penalty: 4282.506836
	Iteration 8Q: 3 clusters Score -613951.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -613978.562500 Penalty: 4282.506836
	Iteration 9Q: 3 clusters Score -613978.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -614003.687500 Penalty: 4282.506836
	Iteration 10Q: 3 clusters Score -614003.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -614023.812500 Penalty: 4282.506836
	Iteration 11Q: 3 clusters Score -614023.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -614043.187500 Penalty: 4282.506836
	Iteration 12Q: 3 clusters Score -614043.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -614068.250000 Penalty: 4282.506836
	Iteration 13Q: 3 clusters Score -614068.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -614089.312500 Penalty: 4282.506836
	Iteration 14Q: 3 clusters Score -614089.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -614104.125000 Penalty: 4282.506836
	Iteration 15Q: 3 clusters Score -614104.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -614120.000000 Penalty: 4282.506836
	Iteration 16Q: 3 clusters Score -614120 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -614129.750000 Penalty: 4282.506836
	Iteration 17Q: 3 clusters Score -614129.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -614139.312500 Penalty: 4282.506836
	Iteration 18Q: 3 clusters Score -614139.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -614148.312500 Penalty: 4282.506836
	Iteration 19Q: 3 clusters Score -614148.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -614156.625000 Penalty: 4282.506836
	Iteration 20F: 3 clusters Score -614156.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -614165.437500 Penalty: 4282.506836
	Iteration 21Q: 3 clusters Score -614165.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -614174.875000 Penalty: 4282.506836
	Iteration 22Q: 3 clusters Score -614174.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -614183.062500 Penalty: 4282.506836
	Iteration 23Q: 3 clusters Score -614183.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -614188.937500 Penalty: 4282.506836
	Iteration 24Q: 3 clusters Score -614188.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -614196.500000 Penalty: 4282.506836
	Iteration 25Q: 3 clusters Score -614196.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -614204.750000 Penalty: 4282.506836
	Iteration 26Q: 3 clusters Score -614204.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -614211.937500 Penalty: 4282.506836
	Iteration 27Q: 3 clusters Score -614211.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -614218.750000 Penalty: 4282.506836
	Iteration 28Q: 3 clusters Score -614218.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -614225.437500 Penalty: 4282.506836
	Iteration 29Q: 3 clusters Score -614225.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -614233.875000 Penalty: 4282.506836
	Iteration 30Q: 3 clusters Score -614233.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -614242.750000 Penalty: 4282.506836
	Iteration 31Q: 3 clusters Score -614242.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -614251.750000 Penalty: 4282.506836
	Iteration 32Q: 3 clusters Score -614251.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -614262.125000 Penalty: 4282.506836
	Iteration 33Q: 3 clusters Score -614262.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -614269.250000 Penalty: 4282.506836
	Iteration 34Q: 3 clusters Score -614269.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -614278.875000 Penalty: 4282.506836
	Iteration 35Q: 3 clusters Score -614278.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -614295.625000 Penalty: 4282.506836
	Iteration 36Q: 3 clusters Score -614295.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -614309.250000 Penalty: 4282.506836
	Iteration 37Q: 3 clusters Score -614309.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -614322.625000 Penalty: 4282.506836
	Iteration 38Q: 3 clusters Score -614322.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -614340.750000 Penalty: 4282.506836
	Iteration 39Q: 3 clusters Score -614340.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -614361.437500 Penalty: 4282.506836
	Iteration 40F: 3 clusters Score -614361.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -614389.187500 Penalty: 4282.506836
	Iteration 41Q: 3 clusters Score -614389.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -614415.812500 Penalty: 4282.506836
	Iteration 42Q: 3 clusters Score -614415.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -614452.062500 Penalty: 4282.506836
	Iteration 43Q: 3 clusters Score -614452.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -614485.687500 Penalty: 4282.506836
	Iteration 44Q: 3 clusters Score -614485.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -614520.312500 Penalty: 4282.506836
	Iteration 45Q: 3 clusters Score -614520.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -614549.750000 Penalty: 4282.506836
	Iteration 46Q: 3 clusters Score -614549.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -614572.562500 Penalty: 4282.506836
	Iteration 47Q: 3 clusters Score -614572.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -614594.000000 Penalty: 4282.506836
	Iteration 48Q: 3 clusters Score -614594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -614615.625000 Penalty: 4282.506836
	Iteration 49Q: 3 clusters Score -614615.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -614637.500000 Penalty: 4282.506836
	Iteration 50Q: 3 clusters Score -614637.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -614662.750000 Penalty: 4282.506836
	Iteration 51Q: 3 clusters Score -614662.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -614688.375000 Penalty: 4282.506836
	Iteration 52Q: 3 clusters Score -614688.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -614705.750000 Penalty: 4282.506836
	Iteration 53Q: 3 clusters Score -614705.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -614723.437500 Penalty: 4282.506836
	Iteration 54Q: 3 clusters Score -614723.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -614740.187500 Penalty: 4282.506836
	Iteration 55Q: 3 clusters Score -614740.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -614752.687500 Penalty: 4282.506836
	Iteration 56Q: 3 clusters Score -614752.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -614766.687500 Penalty: 4282.506836
	Iteration 57Q: 3 clusters Score -614766.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -614776.937500 Penalty: 4282.506836
	Iteration 58Q: 3 clusters Score -614776.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -614784.625000 Penalty: 4282.506836
	Iteration 59Q: 3 clusters Score -614784.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -614790.125000 Penalty: 4282.506836
	Iteration 60F: 3 clusters Score -614790.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -614796.125000 Penalty: 4282.506836
	Iteration 61Q: 3 clusters Score -614796.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -614802.375000 Penalty: 4282.506836
	Iteration 62Q: 3 clusters Score -614802.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -614812.625000 Penalty: 4282.506836
	Iteration 63Q: 3 clusters Score -614812.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -614824.687500 Penalty: 4282.506836
	Iteration 64Q: 3 clusters Score -614824.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -614832.625000 Penalty: 4282.506836
	Iteration 65Q: 3 clusters Score -614832.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -614842.500000 Penalty: 4282.506836
	Iteration 66Q: 3 clusters Score -614842.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -614851.375000 Penalty: 4282.506836
	Iteration 67Q: 3 clusters Score -614851.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -614858.375000 Penalty: 4282.506836
	Iteration 68Q: 3 clusters Score -614858.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -614866.187500 Penalty: 4282.506836
	Iteration 69Q: 3 clusters Score -614866.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -614873.562500 Penalty: 4282.506836
	Iteration 70Q: 3 clusters Score -614873.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -614885.812500 Penalty: 4282.506836
	Iteration 71Q: 3 clusters Score -614885.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -614895.125000 Penalty: 4282.506836
	Iteration 72Q: 3 clusters Score -614895.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -614903.750000 Penalty: 4282.506836
	Iteration 73Q: 3 clusters Score -614903.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -614913.000000 Penalty: 4282.506836
	Iteration 74Q: 3 clusters Score -614913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -614916.125000 Penalty: 4282.506836
	Iteration 75Q: 3 clusters Score -614916.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -614920.062500 Penalty: 4282.506836
	Iteration 76Q: 3 clusters Score -614920.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -614920.875000 Penalty: 4282.506836
	Iteration 77Q: 3 clusters Score -614920.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -614925.062500 Penalty: 4282.506836
	Iteration 78Q: 3 clusters Score -614925.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -614929.125000 Penalty: 4282.506836
	Iteration 79Q: 3 clusters Score -614929.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -614933.937500 Penalty: 4282.506836
	Iteration 80F: 3 clusters Score -614933.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -614936.562500 Penalty: 4282.506836
	Iteration 81Q: 3 clusters Score -614936.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -614941.437500 Penalty: 4282.506836
	Iteration 82Q: 3 clusters Score -614941.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -614951.750000 Penalty: 4282.506836
	Iteration 83Q: 3 clusters Score -614951.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -614956.125000 Penalty: 4282.506836
	Iteration 84Q: 3 clusters Score -614956.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -614958.875000 Penalty: 4282.506836
	Iteration 85Q: 3 clusters Score -614958.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -614961.250000 Penalty: 4282.506836
	Iteration 86Q: 3 clusters Score -614961.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -614960.187500 Penalty: 4282.506836
	Iteration 87Q: 3 clusters Score -614960.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -614960.187500 Penalty: 4282.506836
	Iteration 88F: 3 clusters Score -614960.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (13172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Entering Unmasked Estep 
Score: -1435945.125000 Penalty: 2352.490479
	Iteration 0F: 2 clusters Score -1435945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1426278.250000 Penalty: 4704.980957
	Iteration 0F: 3 clusters Score -1426278 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1429387.125000 Penalty: 4704.980957
	Iteration 1F: 3 clusters Score -1429387 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1429947.625000 Penalty: 4704.980957
	Iteration 2F: 3 clusters Score -1429948 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1430394.250000 Penalty: 4704.980957
	Iteration 3F: 3 clusters Score -1430394 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1430771.500000 Penalty: 4704.980957
	Iteration 4F: 3 clusters Score -1430772 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1431113.500000 Penalty: 4704.980957
	Iteration 5Q: 3 clusters Score -1431114 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1431459.625000 Penalty: 4704.980957
	Iteration 6Q: 3 clusters Score -1431460 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1431747.375000 Penalty: 4704.980957
	Iteration 7Q: 3 clusters Score -1431747 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1432030.625000 Penalty: 4704.980957
	Iteration 8Q: 3 clusters Score -1432031 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1432262.750000 Penalty: 4704.980957
	Iteration 9Q: 3 clusters Score -1432263 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1432432.875000 Penalty: 4704.980957
	Iteration 10Q: 3 clusters Score -1432433 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1432563.125000 Penalty: 4704.980957
	Iteration 11Q: 3 clusters Score -1432563 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1432669.125000 Penalty: 4704.980957
	Iteration 12Q: 3 clusters Score -1432669 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1432756.750000 Penalty: 4704.980957
	Iteration 13Q: 3 clusters Score -1432757 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1432829.250000 Penalty: 4704.980957
	Iteration 14Q: 3 clusters Score -1432829 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1432892.000000 Penalty: 4704.980957
	Iteration 15Q: 3 clusters Score -1432892 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1432928.375000 Penalty: 4704.980957
	Iteration 16Q: 3 clusters Score -1432928 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1432964.375000 Penalty: 4704.980957
	Iteration 17Q: 3 clusters Score -1432964 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1433000.375000 Penalty: 4704.980957
	Iteration 18Q: 3 clusters Score -1433000 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1433031.625000 Penalty: 4704.980957
	Iteration 19Q: 3 clusters Score -1433032 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1433067.875000 Penalty: 4704.980957
	Iteration 20F: 3 clusters Score -1433068 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1433104.000000 Penalty: 4704.980957
	Iteration 21Q: 3 clusters Score -1433104 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1433128.750000 Penalty: 4704.980957
	Iteration 22Q: 3 clusters Score -1433129 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1433157.750000 Penalty: 4704.980957
	Iteration 23Q: 3 clusters Score -1433158 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1433179.375000 Penalty: 4704.980957
	Iteration 24Q: 3 clusters Score -1433179 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1433201.000000 Penalty: 4704.980957
	Iteration 25Q: 3 clusters Score -1433201 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1433218.250000 Penalty: 4704.980957
	Iteration 26Q: 3 clusters Score -1433218 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1433238.000000 Penalty: 4704.980957
	Iteration 27Q: 3 clusters Score -1433238 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1433253.625000 Penalty: 4704.980957
	Iteration 28Q: 3 clusters Score -1433254 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1433273.500000 Penalty: 4704.980957
	Iteration 29Q: 3 clusters Score -1433274 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1433298.375000 Penalty: 4704.980957
	Iteration 30Q: 3 clusters Score -1433298 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1433317.125000 Penalty: 4704.980957
	Iteration 31Q: 3 clusters Score -1433317 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1433341.625000 Penalty: 4704.980957
	Iteration 32Q: 3 clusters Score -1433342 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1433356.750000 Penalty: 4704.980957
	Iteration 33Q: 3 clusters Score -1433357 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1433378.250000 Penalty: 4704.980957
	Iteration 34Q: 3 clusters Score -1433378 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1433399.250000 Penalty: 4704.980957
	Iteration 35Q: 3 clusters Score -1433399 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1433429.625000 Penalty: 4704.980957
	Iteration 36Q: 3 clusters Score -1433430 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1433466.875000 Penalty: 4704.980957
	Iteration 37Q: 3 clusters Score -1433467 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1433502.000000 Penalty: 4704.980957
	Iteration 38Q: 3 clusters Score -1433502 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1433543.750000 Penalty: 4704.980957
	Iteration 39Q: 3 clusters Score -1433544 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1433594.500000 Penalty: 4704.980957
	Iteration 40F: 3 clusters Score -1433594 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1433644.125000 Penalty: 4704.980957
	Iteration 41Q: 3 clusters Score -1433644 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1433702.625000 Penalty: 4704.980957
	Iteration 42Q: 3 clusters Score -1433703 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1433772.375000 Penalty: 4704.980957
	Iteration 43Q: 3 clusters Score -1433772 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1433842.875000 Penalty: 4704.980957
	Iteration 44Q: 3 clusters Score -1433843 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1433923.625000 Penalty: 4704.980957
	Iteration 45Q: 3 clusters Score -1433924 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1434011.000000 Penalty: 4704.980957
	Iteration 46Q: 3 clusters Score -1434011 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1434130.375000 Penalty: 4704.980957
	Iteration 47Q: 3 clusters Score -1434130 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1434249.375000 Penalty: 4704.980957
	Iteration 48Q: 3 clusters Score -1434249 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1434354.125000 Penalty: 4704.980957
	Iteration 49Q: 3 clusters Score -1434354 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1434429.250000 Penalty: 4704.980957
	Iteration 50Q: 3 clusters Score -1434429 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1434476.625000 Penalty: 4704.980957
	Iteration 51Q: 3 clusters Score -1434477 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1434520.875000 Penalty: 4704.980957
	Iteration 52Q: 3 clusters Score -1434521 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1434546.500000 Penalty: 4704.980957
	Iteration 53Q: 3 clusters Score -1434546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1434554.750000 Penalty: 4704.980957
	Iteration 54Q: 3 clusters Score -1434555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1434562.125000 Penalty: 4704.980957
	Iteration 55Q: 3 clusters Score -1434562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1434569.750000 Penalty: 4704.980957
	Iteration 56Q: 3 clusters Score -1434570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1434581.625000 Penalty: 4704.980957
	Iteration 57Q: 3 clusters Score -1434582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1434589.125000 Penalty: 4704.980957
	Iteration 58Q: 3 clusters Score -1434589 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1434597.125000 Penalty: 4704.980957
	Iteration 59Q: 3 clusters Score -1434597 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1434605.500000 Penalty: 4704.980957
	Iteration 60F: 3 clusters Score -1434606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1434615.875000 Penalty: 4704.980957
	Iteration 61Q: 3 clusters Score -1434616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1434618.750000 Penalty: 4704.980957
	Iteration 62Q: 3 clusters Score -1434619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1434621.875000 Penalty: 4704.980957
	Iteration 63Q: 3 clusters Score -1434622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1434623.625000 Penalty: 4704.980957
	Iteration 64Q: 3 clusters Score -1434624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1434623.250000 Penalty: 4704.980957
	Iteration 65Q: 3 clusters Score -1434623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1434624.000000 Penalty: 4704.980957
	Iteration 66Q: 3 clusters Score -1434624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1434625.500000 Penalty: 4704.980957
	Iteration 67Q: 3 clusters Score -1434626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1434623.750000 Penalty: 4704.980957
	Iteration 68Q: 3 clusters Score -1434624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1434623.750000 Penalty: 4704.980957
	Iteration 69F: 3 clusters Score -1434624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (22348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Entering Unmasked Estep 
Score: -2429931.000000 Penalty: 2483.593994
	Iteration 0F: 2 clusters Score -2429931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2414360.000000 Penalty: 4967.187988
	Iteration 0F: 3 clusters Score -2414360 nChanged 9948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2419568.250000 Penalty: 4967.187988
	Iteration 1F: 3 clusters Score -2419568 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -2420055.000000 Penalty: 4967.187988
	Iteration 2F: 3 clusters Score -2420055 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2420448.500000 Penalty: 4967.187988
	Iteration 3Q: 3 clusters Score -2420448 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2420834.500000 Penalty: 4967.187988
	Iteration 4Q: 3 clusters Score -2420834 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2421178.500000 Penalty: 4967.187988
	Iteration 5Q: 3 clusters Score -2421178 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2421516.750000 Penalty: 4967.187988
	Iteration 6Q: 3 clusters Score -2421517 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2421888.000000 Penalty: 4967.187988
	Iteration 7Q: 3 clusters Score -2421888 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2422275.500000 Penalty: 4967.187988
	Iteration 8Q: 3 clusters Score -2422276 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2422633.500000 Penalty: 4967.187988
	Iteration 9Q: 3 clusters Score -2422634 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -2423050.000000 Penalty: 4967.187988
	Iteration 10Q: 3 clusters Score -2423050 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2423614.000000 Penalty: 4967.187988
	Iteration 11Q: 3 clusters Score -2423614 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2424237.750000 Penalty: 4967.187988
	Iteration 12Q: 3 clusters Score -2424238 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2424870.250000 Penalty: 4967.187988
	Iteration 13Q: 3 clusters Score -2424870 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2425415.250000 Penalty: 4967.187988
	Iteration 14Q: 3 clusters Score -2425415 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -2425925.000000 Penalty: 4967.187988
	Iteration 15Q: 3 clusters Score -2425925 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2426390.500000 Penalty: 4967.187988
	Iteration 16Q: 3 clusters Score -2426390 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2426773.000000 Penalty: 4967.187988
	Iteration 17Q: 3 clusters Score -2426773 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2427123.250000 Penalty: 4967.187988
	Iteration 18Q: 3 clusters Score -2427123 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2427493.250000 Penalty: 4967.187988
	Iteration 19Q: 3 clusters Score -2427493 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2427848.500000 Penalty: 4967.187988
	Iteration 20F: 3 clusters Score -2427848 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2428190.500000 Penalty: 4967.187988
	Iteration 21Q: 3 clusters Score -2428190 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2428485.500000 Penalty: 4967.187988
	Iteration 22Q: 3 clusters Score -2428486 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2428692.250000 Penalty: 4967.187988
	Iteration 23Q: 3 clusters Score -2428692 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2428890.000000 Penalty: 4967.187988
	Iteration 24Q: 3 clusters Score -2428890 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2429014.250000 Penalty: 4967.187988
	Iteration 25Q: 3 clusters Score -2429014 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2429092.750000 Penalty: 4967.187988
	Iteration 26Q: 3 clusters Score -2429093 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2429139.000000 Penalty: 4967.187988
	Iteration 27Q: 3 clusters Score -2429139 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2429156.000000 Penalty: 4967.187988
	Iteration 28Q: 3 clusters Score -2429156 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2429167.000000 Penalty: 4967.187988
	Iteration 29Q: 3 clusters Score -2429167 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2429174.500000 Penalty: 4967.187988
	Iteration 30Q: 3 clusters Score -2429174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2429178.000000 Penalty: 4967.187988
	Iteration 31Q: 3 clusters Score -2429178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2429184.250000 Penalty: 4967.187988
	Iteration 32Q: 3 clusters Score -2429184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2429186.750000 Penalty: 4967.187988
	Iteration 33Q: 3 clusters Score -2429187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2429190.500000 Penalty: 4967.187988
	Iteration 34Q: 3 clusters Score -2429190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2429184.000000 Penalty: 4967.187988
	Iteration 35Q: 3 clusters Score -2429184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2429189.250000 Penalty: 4967.187988
	Iteration 36Q: 3 clusters Score -2429189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2429187.500000 Penalty: 4967.187988
	Iteration 37Q: 3 clusters Score -2429188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2429186.500000 Penalty: 4967.187988
	Iteration 38Q: 3 clusters Score -2429186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2429187.000000 Penalty: 4967.187988
	Iteration 39Q: 3 clusters Score -2429187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2429191.250000 Penalty: 4967.187988
	Iteration 40F: 3 clusters Score -2429191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2429192.500000 Penalty: 4967.187988
	Iteration 41Q: 3 clusters Score -2429192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2429192.500000 Penalty: 4967.187988
	Iteration 42F: 3 clusters Score -2429192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (31011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Entering Unmasked Estep 
Score: -3363423.250000 Penalty: 2564.840088
	Iteration 0F: 2 clusters Score -3363423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -3342271.500000 Penalty: 5129.680176
	Iteration 0F: 3 clusters Score -3342272 nChanged 14077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -3349917.000000 Penalty: 5129.680176
	Iteration 1F: 3 clusters Score -3349917 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -3350467.000000 Penalty: 5129.680176
	Iteration 2F: 3 clusters Score -3350467 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -3350941.000000 Penalty: 5129.680176
	Iteration 3Q: 3 clusters Score -3350941 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -3351438.500000 Penalty: 5129.680176
	Iteration 4Q: 3 clusters Score -3351438 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -3352025.000000 Penalty: 5129.680176
	Iteration 5Q: 3 clusters Score -3352025 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -3352920.750000 Penalty: 5129.680176
	Iteration 6F: 3 clusters Score -3352921 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -3354171.250000 Penalty: 5129.680176
	Iteration 7F: 3 clusters Score -3354171 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -3355783.000000 Penalty: 5129.680176
	Iteration 8F: 3 clusters Score -3355783 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -3357454.250000 Penalty: 5129.680176
	Iteration 9F: 3 clusters Score -3357454 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -3358830.500000 Penalty: 5129.680176
	Iteration 10F: 3 clusters Score -3358830 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -3359801.250000 Penalty: 5129.680176
	Iteration 11Q: 3 clusters Score -3359801 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -3360492.000000 Penalty: 5129.680176
	Iteration 12Q: 3 clusters Score -3360492 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -3360996.250000 Penalty: 5129.680176
	Iteration 13Q: 3 clusters Score -3360996 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -3361312.500000 Penalty: 5129.680176
	Iteration 14Q: 3 clusters Score -3361312 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -3361528.500000 Penalty: 5129.680176
	Iteration 15Q: 3 clusters Score -3361528 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -3361669.250000 Penalty: 5129.680176
	Iteration 16Q: 3 clusters Score -3361669 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -3361791.000000 Penalty: 5129.680176
	Iteration 17Q: 3 clusters Score -3361791 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -3361886.500000 Penalty: 5129.680176
	Iteration 18Q: 3 clusters Score -3361886 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -3361940.750000 Penalty: 5129.680176
	Iteration 19Q: 3 clusters Score -3361941 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -3362011.250000 Penalty: 5129.680176
	Iteration 20F: 3 clusters Score -3362011 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -3362053.500000 Penalty: 5129.680176
	Iteration 21Q: 3 clusters Score -3362054 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -3362097.000000 Penalty: 5129.680176
	Iteration 22Q: 3 clusters Score -3362097 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -3362128.000000 Penalty: 5129.680176
	Iteration 23Q: 3 clusters Score -3362128 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -3362152.500000 Penalty: 5129.680176
	Iteration 24Q: 3 clusters Score -3362152 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -3362194.250000 Penalty: 5129.680176
	Iteration 25Q: 3 clusters Score -3362194 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -3362237.500000 Penalty: 5129.680176
	Iteration 26Q: 3 clusters Score -3362238 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -3362258.000000 Penalty: 5129.680176
	Iteration 27Q: 3 clusters Score -3362258 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -3362292.500000 Penalty: 5129.680176
	Iteration 28Q: 3 clusters Score -3362292 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -3362318.500000 Penalty: 5129.680176
	Iteration 29Q: 3 clusters Score -3362318 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -3362340.000000 Penalty: 5129.680176
	Iteration 30Q: 3 clusters Score -3362340 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -3362370.000000 Penalty: 5129.680176
	Iteration 31Q: 3 clusters Score -3362370 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3362389.250000 Penalty: 5129.680176
	Iteration 32Q: 3 clusters Score -3362389 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -3362408.250000 Penalty: 5129.680176
	Iteration 33Q: 3 clusters Score -3362408 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -3362433.000000 Penalty: 5129.680176
	Iteration 34Q: 3 clusters Score -3362433 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -3362456.250000 Penalty: 5129.680176
	Iteration 35Q: 3 clusters Score -3362456 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -3362473.250000 Penalty: 5129.680176
	Iteration 36Q: 3 clusters Score -3362473 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -3362489.250000 Penalty: 5129.680176
	Iteration 37Q: 3 clusters Score -3362489 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -3362493.000000 Penalty: 5129.680176
	Iteration 38Q: 3 clusters Score -3362493 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3362499.750000 Penalty: 5129.680176
	Iteration 39Q: 3 clusters Score -3362500 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -3362517.500000 Penalty: 5129.680176
	Iteration 40F: 3 clusters Score -3362518 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3362529.250000 Penalty: 5129.680176
	Iteration 41Q: 3 clusters Score -3362529 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3362533.500000 Penalty: 5129.680176
	Iteration 42Q: 3 clusters Score -3362534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3362541.250000 Penalty: 5129.680176
	Iteration 43Q: 3 clusters Score -3362541 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3362556.000000 Penalty: 5129.680176
	Iteration 44Q: 3 clusters Score -3362556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3362558.000000 Penalty: 5129.680176
	Iteration 45Q: 3 clusters Score -3362558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3362557.750000 Penalty: 5129.680176
	Iteration 46Q: 3 clusters Score -3362558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3362567.500000 Penalty: 5129.680176
	Iteration 47Q: 3 clusters Score -3362568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -3362566.750000 Penalty: 5129.680176
	Iteration 48Q: 3 clusters Score -3362567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3362564.500000 Penalty: 5129.680176
	Iteration 49Q: 3 clusters Score -3362564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3362561.250000 Penalty: 5129.680176
	Iteration 50Q: 3 clusters Score -3362561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3362561.500000 Penalty: 5129.680176
	Iteration 51Q: 3 clusters Score -3362562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3362561.000000 Penalty: 5129.680176
	Iteration 52Q: 3 clusters Score -3362561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3362562.750000 Penalty: 5129.680176
	Iteration 53Q: 3 clusters Score -3362563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3362562.750000 Penalty: 5129.680176
	Iteration 54Q: 3 clusters Score -3362563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3362569.500000 Penalty: 5129.680176
	Iteration 55Q: 3 clusters Score -3362570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3362566.750000 Penalty: 5129.680176
	Iteration 56Q: 3 clusters Score -3362567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3362566.750000 Penalty: 5129.680176
	Iteration 57F: 3 clusters Score -3362567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Entering Unmasked Estep 
Score: -324586.187500 Penalty: 1982.752441
	Iteration 0F: 2 clusters Score -324586.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -321323.625000 Penalty: 3965.504883
	Iteration 0F: 3 clusters Score -321323.6 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -321952.812500 Penalty: 3965.504883
	Iteration 1F: 3 clusters Score -321952.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -322107.406250 Penalty: 3965.504883
	Iteration 2F: 3 clusters Score -322107.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -322199.250000 Penalty: 3965.504883
	Iteration 3Q: 3 clusters Score -322199.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -322257.656250 Penalty: 3965.504883
	Iteration 4Q: 3 clusters Score -322257.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -322297.937500 Penalty: 3965.504883
	Iteration 5Q: 3 clusters Score -322297.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -322324.625000 Penalty: 3965.504883
	Iteration 6Q: 3 clusters Score -322324.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -322341.156250 Penalty: 3965.504883
	Iteration 7Q: 3 clusters Score -322341.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -322355.812500 Penalty: 3965.504883
	Iteration 8Q: 3 clusters Score -322355.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -322369.031250 Penalty: 3965.504883
	Iteration 9Q: 3 clusters Score -322369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -322379.968750 Penalty: 3965.504883
	Iteration 10Q: 3 clusters Score -322380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -322389.781250 Penalty: 3965.504883
	Iteration 11Q: 3 clusters Score -322389.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -322394.625000 Penalty: 3965.504883
	Iteration 12Q: 3 clusters Score -322394.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -322399.031250 Penalty: 3965.504883
	Iteration 13Q: 3 clusters Score -322399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -322403.281250 Penalty: 3965.504883
	Iteration 14Q: 3 clusters Score -322403.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -322407.500000 Penalty: 3965.504883
	Iteration 15Q: 3 clusters Score -322407.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -322412.718750 Penalty: 3965.504883
	Iteration 16Q: 3 clusters Score -322412.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -322414.187500 Penalty: 3965.504883
	Iteration 17Q: 3 clusters Score -322414.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -322415.750000 Penalty: 3965.504883
	Iteration 18Q: 3 clusters Score -322415.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -322418.218750 Penalty: 3965.504883
	Iteration 19Q: 3 clusters Score -322418.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -322421.718750 Penalty: 3965.504883
	Iteration 20F: 3 clusters Score -322421.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -322425.562500 Penalty: 3965.504883
	Iteration 21Q: 3 clusters Score -322425.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -322427.656250 Penalty: 3965.504883
	Iteration 22Q: 3 clusters Score -322427.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -322427.656250 Penalty: 3965.504883
	Iteration 23F: 3 clusters Score -322427.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -68172.109375 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -68172.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66611.875000 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -66611.88 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -67294.867188 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -67294.87 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68400.625000 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -68400.62 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -68720.945312 Penalty: 3261.237549
	Iteration 3F: 3 clusters Score -68720.95 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -68888.476562 Penalty: 3261.237549
	Iteration 4F: 3 clusters Score -68888.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -68992.617188 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -68992.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -69047.562500 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -69047.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -69103.539062 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -69103.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -69106.125000 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -69106.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -69106.125000 Penalty: 3261.237549
	Iteration 9F: 3 clusters Score -69106.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4143 members 
Mstep: Class 4 contains 5261 members 
Mstep: Class 5 contains 9190 members 
Mstep: Class 6 contains 17168 members 
Mstep: Class 7 contains 11362 members 
Mstep: Class 8 contains 8897 members 
Mstep: Class 9 contains 9154 members 
Mstep: Class 10 contains 29574 members 
Mstep: Class 11 contains 2301 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14653 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4566 members 
Mstep: Class 18 contains 10873 members 
Mstep: Class 19 contains 11704 members 
Mstep: Class 20 contains 6768 members 
Mstep: Class 21 contains 26111 members 
Mstep: Class 22 contains 29149 members 
Mstep: Class 23 contains 28309 members 
Mstep: Class 24 contains 36006 members 
Mstep: Class 25 contains 5369 members 
Mstep: Class 26 contains 35059 members 
Mstep: Class 27 contains 4665 members 
Mstep: Class 28 contains 3354 members 
Mstep: Class 29 contains 6392 members 
Mstep: Class 30 contains 89798 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13735 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 5334 members 
Mstep: Class 35 contains 4823 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14056 members 
Mstep: Class 38 contains 9408 members 
Mstep: Class 39 contains 10508 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14854 members 
Mstep: Class 43 contains 5620 members 
Mstep: Class 44 contains 13172 members 
Mstep: Class 45 contains 22348 members 
Mstep: Class 46 contains 31011 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 639 members 
Mstep: Class 49 contains 10877 members 
Mstep: Class 50 contains 16756 members 
Mstep: Class 51 contains 21775 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 78 members 
Entering Unmasked Estep 
Score: -64768176.000000 Penalty: 179211.343750
Splitting cluster 48 changes total score from -64769016.000000 to -64768176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (10877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Entering Unmasked Estep 
Score: -1187200.500000 Penalty: 2305.012695
	Iteration 0F: 2 clusters Score -1187200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1178959.375000 Penalty: 4610.025391
	Iteration 0F: 3 clusters Score -1178959 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1181405.250000 Penalty: 4610.025391
	Iteration 1F: 3 clusters Score -1181405 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1181733.250000 Penalty: 4610.025391
	Iteration 2F: 3 clusters Score -1181733 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1181953.750000 Penalty: 4610.025391
	Iteration 3F: 3 clusters Score -1181954 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1182131.250000 Penalty: 4610.025391
	Iteration 4Q: 3 clusters Score -1182131 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1182275.000000 Penalty: 4610.025391
	Iteration 5Q: 3 clusters Score -1182275 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1182436.625000 Penalty: 4610.025391
	Iteration 6Q: 3 clusters Score -1182437 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1182572.125000 Penalty: 4610.025391
	Iteration 7Q: 3 clusters Score -1182572 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1182707.625000 Penalty: 4610.025391
	Iteration 8Q: 3 clusters Score -1182708 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1182849.000000 Penalty: 4610.025391
	Iteration 9Q: 3 clusters Score -1182849 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1182990.750000 Penalty: 4610.025391
	Iteration 10Q: 3 clusters Score -1182991 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1183135.875000 Penalty: 4610.025391
	Iteration 11Q: 3 clusters Score -1183136 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1183287.500000 Penalty: 4610.025391
	Iteration 12Q: 3 clusters Score -1183288 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1183447.875000 Penalty: 4610.025391
	Iteration 13Q: 3 clusters Score -1183448 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1183630.750000 Penalty: 4610.025391
	Iteration 14Q: 3 clusters Score -1183631 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1183805.375000 Penalty: 4610.025391
	Iteration 15Q: 3 clusters Score -1183805 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1183963.625000 Penalty: 4610.025391
	Iteration 16Q: 3 clusters Score -1183964 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1184102.125000 Penalty: 4610.025391
	Iteration 17Q: 3 clusters Score -1184102 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1184230.750000 Penalty: 4610.025391
	Iteration 18Q: 3 clusters Score -1184231 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1184364.375000 Penalty: 4610.025391
	Iteration 19Q: 3 clusters Score -1184364 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1184491.250000 Penalty: 4610.025391
	Iteration 20F: 3 clusters Score -1184491 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1184607.750000 Penalty: 4610.025391
	Iteration 21Q: 3 clusters Score -1184608 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1184720.625000 Penalty: 4610.025391
	Iteration 22Q: 3 clusters Score -1184721 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1184817.500000 Penalty: 4610.025391
	Iteration 23Q: 3 clusters Score -1184818 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1184899.125000 Penalty: 4610.025391
	Iteration 24Q: 3 clusters Score -1184899 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1184957.375000 Penalty: 4610.025391
	Iteration 25Q: 3 clusters Score -1184957 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1185000.625000 Penalty: 4610.025391
	Iteration 26Q: 3 clusters Score -1185001 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1185037.000000 Penalty: 4610.025391
	Iteration 27Q: 3 clusters Score -1185037 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1185072.375000 Penalty: 4610.025391
	Iteration 28Q: 3 clusters Score -1185072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1185088.125000 Penalty: 4610.025391
	Iteration 29Q: 3 clusters Score -1185088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1185100.500000 Penalty: 4610.025391
	Iteration 30Q: 3 clusters Score -1185100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1185109.875000 Penalty: 4610.025391
	Iteration 31Q: 3 clusters Score -1185110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1185116.750000 Penalty: 4610.025391
	Iteration 32Q: 3 clusters Score -1185117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1185130.625000 Penalty: 4610.025391
	Iteration 33Q: 3 clusters Score -1185131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1185144.875000 Penalty: 4610.025391
	Iteration 34Q: 3 clusters Score -1185145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1185160.625000 Penalty: 4610.025391
	Iteration 35Q: 3 clusters Score -1185161 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1185177.750000 Penalty: 4610.025391
	Iteration 36Q: 3 clusters Score -1185178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1185200.125000 Penalty: 4610.025391
	Iteration 37Q: 3 clusters Score -1185200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1185214.250000 Penalty: 4610.025391
	Iteration 38Q: 3 clusters Score -1185214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1185227.250000 Penalty: 4610.025391
	Iteration 39Q: 3 clusters Score -1185227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1185234.000000 Penalty: 4610.025391
	Iteration 40F: 3 clusters Score -1185234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1185242.000000 Penalty: 4610.025391
	Iteration 41Q: 3 clusters Score -1185242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1185246.500000 Penalty: 4610.025391
	Iteration 42Q: 3 clusters Score -1185246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1185252.500000 Penalty: 4610.025391
	Iteration 43Q: 3 clusters Score -1185252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1185250.875000 Penalty: 4610.025391
	Iteration 44Q: 3 clusters Score -1185251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1185258.375000 Penalty: 4610.025391
	Iteration 45Q: 3 clusters Score -1185258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1185260.250000 Penalty: 4610.025391
	Iteration 46Q: 3 clusters Score -1185260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1185261.125000 Penalty: 4610.025391
	Iteration 47Q: 3 clusters Score -1185261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1185262.875000 Penalty: 4610.025391
	Iteration 48Q: 3 clusters Score -1185263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1185262.875000 Penalty: 4610.025391
	Iteration 49F: 3 clusters Score -1185263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (16756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Entering Unmasked Estep 
Score: -1824894.750000 Penalty: 2412.175049
	Iteration 0F: 2 clusters Score -1824895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1812920.625000 Penalty: 4824.350098
	Iteration 0F: 3 clusters Score -1812921 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1816850.125000 Penalty: 4824.350098
	Iteration 1F: 3 clusters Score -1816850 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1817241.875000 Penalty: 4824.350098
	Iteration 2F: 3 clusters Score -1817242 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1817537.250000 Penalty: 4824.350098
	Iteration 3Q: 3 clusters Score -1817537 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1817812.375000 Penalty: 4824.350098
	Iteration 4Q: 3 clusters Score -1817812 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1818087.875000 Penalty: 4824.350098
	Iteration 5Q: 3 clusters Score -1818088 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1818372.750000 Penalty: 4824.350098
	Iteration 6Q: 3 clusters Score -1818373 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1818709.750000 Penalty: 4824.350098
	Iteration 7Q: 3 clusters Score -1818710 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1819097.750000 Penalty: 4824.350098
	Iteration 8Q: 3 clusters Score -1819098 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1819517.875000 Penalty: 4824.350098
	Iteration 9Q: 3 clusters Score -1819518 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1820004.625000 Penalty: 4824.350098
	Iteration 10Q: 3 clusters Score -1820005 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -1820566.250000 Penalty: 4824.350098
	Iteration 11F: 3 clusters Score -1820566 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1821152.375000 Penalty: 4824.350098
	Iteration 12Q: 3 clusters Score -1821152 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1821688.125000 Penalty: 4824.350098
	Iteration 13Q: 3 clusters Score -1821688 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -1822080.750000 Penalty: 4824.350098
	Iteration 14Q: 3 clusters Score -1822081 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -1822343.875000 Penalty: 4824.350098
	Iteration 15Q: 3 clusters Score -1822344 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -1822515.250000 Penalty: 4824.350098
	Iteration 16Q: 3 clusters Score -1822515 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -1822610.250000 Penalty: 4824.350098
	Iteration 17Q: 3 clusters Score -1822610 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -1822663.000000 Penalty: 4824.350098
	Iteration 18Q: 3 clusters Score -1822663 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -1822709.375000 Penalty: 4824.350098
	Iteration 19Q: 3 clusters Score -1822709 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -1822739.750000 Penalty: 4824.350098
	Iteration 20F: 3 clusters Score -1822740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -1822766.875000 Penalty: 4824.350098
	Iteration 21Q: 3 clusters Score -1822767 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -1822782.250000 Penalty: 4824.350098
	Iteration 22Q: 3 clusters Score -1822782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -1822797.125000 Penalty: 4824.350098
	Iteration 23Q: 3 clusters Score -1822797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -1822807.625000 Penalty: 4824.350098
	Iteration 24Q: 3 clusters Score -1822808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -1822816.125000 Penalty: 4824.350098
	Iteration 25Q: 3 clusters Score -1822816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -1822822.375000 Penalty: 4824.350098
	Iteration 26Q: 3 clusters Score -1822822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -1822826.375000 Penalty: 4824.350098
	Iteration 27Q: 3 clusters Score -1822826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -1822835.125000 Penalty: 4824.350098
	Iteration 28Q: 3 clusters Score -1822835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -1822841.125000 Penalty: 4824.350098
	Iteration 29Q: 3 clusters Score -1822841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -1822849.000000 Penalty: 4824.350098
	Iteration 30Q: 3 clusters Score -1822849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -1822854.750000 Penalty: 4824.350098
	Iteration 31Q: 3 clusters Score -1822855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -1822856.875000 Penalty: 4824.350098
	Iteration 32Q: 3 clusters Score -1822857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -1822858.500000 Penalty: 4824.350098
	Iteration 33Q: 3 clusters Score -1822858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -1822858.500000 Penalty: 4824.350098
	Iteration 34F: 3 clusters Score -1822858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (21775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Entering Unmasked Estep 
Score: -2104142.750000 Penalty: 2477.152344
	Iteration 0F: 2 clusters Score -2104143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2089043.125000 Penalty: 4954.304688
	Iteration 0F: 3 clusters Score -2089043 nChanged 9513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2094537.000000 Penalty: 4954.304688
	Iteration 1F: 3 clusters Score -2094537 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -2095230.375000 Penalty: 4954.304688
	Iteration 2F: 3 clusters Score -2095230 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2095908.875000 Penalty: 4954.304688
	Iteration 3F: 3 clusters Score -2095909 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2096509.500000 Penalty: 4954.304688
	Iteration 4F: 3 clusters Score -2096510 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2097057.125000 Penalty: 4954.304688
	Iteration 5Q: 3 clusters Score -2097057 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2097589.000000 Penalty: 4954.304688
	Iteration 6Q: 3 clusters Score -2097589 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2098112.250000 Penalty: 4954.304688
	Iteration 7Q: 3 clusters Score -2098112 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -2098574.250000 Penalty: 4954.304688
	Iteration 8Q: 3 clusters Score -2098574 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2099028.500000 Penalty: 4954.304688
	Iteration 9Q: 3 clusters Score -2099028 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2099501.000000 Penalty: 4954.304688
	Iteration 10Q: 3 clusters Score -2099501 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2099962.750000 Penalty: 4954.304688
	Iteration 11Q: 3 clusters Score -2099963 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -2100412.500000 Penalty: 4954.304688
	Iteration 12Q: 3 clusters Score -2100412 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2100779.750000 Penalty: 4954.304688
	Iteration 13Q: 3 clusters Score -2100780 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -2101083.250000 Penalty: 4954.304688
	Iteration 14Q: 3 clusters Score -2101083 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2101310.250000 Penalty: 4954.304688
	Iteration 15Q: 3 clusters Score -2101310 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -2101509.750000 Penalty: 4954.304688
	Iteration 16Q: 3 clusters Score -2101510 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2101701.500000 Penalty: 4954.304688
	Iteration 17Q: 3 clusters Score -2101702 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -2101860.250000 Penalty: 4954.304688
	Iteration 18Q: 3 clusters Score -2101860 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2102011.500000 Penalty: 4954.304688
	Iteration 19Q: 3 clusters Score -2102012 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -2102168.000000 Penalty: 4954.304688
	Iteration 20F: 3 clusters Score -2102168 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -2102286.000000 Penalty: 4954.304688
	Iteration 21Q: 3 clusters Score -2102286 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -2102376.500000 Penalty: 4954.304688
	Iteration 22Q: 3 clusters Score -2102376 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2102430.000000 Penalty: 4954.304688
	Iteration 23Q: 3 clusters Score -2102430 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -2102476.000000 Penalty: 4954.304688
	Iteration 24Q: 3 clusters Score -2102476 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2102498.750000 Penalty: 4954.304688
	Iteration 25Q: 3 clusters Score -2102499 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -2102533.000000 Penalty: 4954.304688
	Iteration 26Q: 3 clusters Score -2102533 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -2102561.500000 Penalty: 4954.304688
	Iteration 27Q: 3 clusters Score -2102562 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -2102587.250000 Penalty: 4954.304688
	Iteration 28Q: 3 clusters Score -2102587 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -2102604.500000 Penalty: 4954.304688
	Iteration 29Q: 3 clusters Score -2102604 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -2102609.000000 Penalty: 4954.304688
	Iteration 30Q: 3 clusters Score -2102609 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -2102620.500000 Penalty: 4954.304688
	Iteration 31Q: 3 clusters Score -2102620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -2102628.250000 Penalty: 4954.304688
	Iteration 32Q: 3 clusters Score -2102628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -2102637.500000 Penalty: 4954.304688
	Iteration 33Q: 3 clusters Score -2102638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -2102641.250000 Penalty: 4954.304688
	Iteration 34Q: 3 clusters Score -2102641 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -2102650.000000 Penalty: 4954.304688
	Iteration 35Q: 3 clusters Score -2102650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -2102657.500000 Penalty: 4954.304688
	Iteration 36Q: 3 clusters Score -2102658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -2102660.250000 Penalty: 4954.304688
	Iteration 37Q: 3 clusters Score -2102660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -2102666.250000 Penalty: 4954.304688
	Iteration 38Q: 3 clusters Score -2102666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -2102680.750000 Penalty: 4954.304688
	Iteration 39Q: 3 clusters Score -2102681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -2102685.500000 Penalty: 4954.304688
	Iteration 40F: 3 clusters Score -2102686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -2102690.750000 Penalty: 4954.304688
	Iteration 41Q: 3 clusters Score -2102691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -2102698.250000 Penalty: 4954.304688
	Iteration 42Q: 3 clusters Score -2102698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2102703.500000 Penalty: 4954.304688
	Iteration 43Q: 3 clusters Score -2102704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -2102705.000000 Penalty: 4954.304688
	Iteration 44Q: 3 clusters Score -2102705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -2102706.750000 Penalty: 4954.304688
	Iteration 45Q: 3 clusters Score -2102707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -2102708.750000 Penalty: 4954.304688
	Iteration 46Q: 3 clusters Score -2102709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -2102714.500000 Penalty: 4954.304688
	Iteration 47Q: 3 clusters Score -2102714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -2102715.750000 Penalty: 4954.304688
	Iteration 48Q: 3 clusters Score -2102716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -2102718.500000 Penalty: 4954.304688
	Iteration 49Q: 3 clusters Score -2102718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -2102718.250000 Penalty: 4954.304688
	Iteration 50Q: 3 clusters Score -2102718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -2102721.000000 Penalty: 4954.304688
	Iteration 51Q: 3 clusters Score -2102721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -2102724.250000 Penalty: 4954.304688
	Iteration 52Q: 3 clusters Score -2102724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -2102727.500000 Penalty: 4954.304688
	Iteration 53Q: 3 clusters Score -2102728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2102731.000000 Penalty: 4954.304688
	Iteration 54Q: 3 clusters Score -2102731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -2102727.000000 Penalty: 4954.304688
	Iteration 55Q: 3 clusters Score -2102727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -2102731.250000 Penalty: 4954.304688
	Iteration 56Q: 3 clusters Score -2102731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -2102730.750000 Penalty: 4954.304688
	Iteration 57Q: 3 clusters Score -2102731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -2102730.750000 Penalty: 4954.304688
	Iteration 58F: 3 clusters Score -2102731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -86232.312500 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -86232.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -84389.726562 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -84389.73 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -84761.085938 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -84761.09 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -84917.375000 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -84917.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -84997.351562 Penalty: 3378.377197
	Iteration 3Q: 3 clusters Score -84997.35 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -85082.187500 Penalty: 3378.377197
	Iteration 4Q: 3 clusters Score -85082.19 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -85172.750000 Penalty: 3378.377197
	Iteration 5Q: 3 clusters Score -85172.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -85236.765625 Penalty: 3378.377197
	Iteration 6Q: 3 clusters Score -85236.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -85292.859375 Penalty: 3378.377197
	Iteration 7Q: 3 clusters Score -85292.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -85365.945312 Penalty: 3378.377197
	Iteration 8Q: 3 clusters Score -85365.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -85427.554688 Penalty: 3378.377197
	Iteration 9Q: 3 clusters Score -85427.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -85523.531250 Penalty: 3378.377197
	Iteration 10Q: 3 clusters Score -85523.53 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -85645.437500 Penalty: 3378.377197
	Iteration 11Q: 3 clusters Score -85645.44 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -85934.523438 Penalty: 3378.377197
	Iteration 12Q: 3 clusters Score -85934.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -86247.757812 Penalty: 3378.377197
	Iteration 13Q: 3 clusters Score -86247.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -86342.406250 Penalty: 3378.377197
	Iteration 14Q: 3 clusters Score -86342.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -86418.492188 Penalty: 3378.377197
	Iteration 15Q: 3 clusters Score -86418.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -86507.687500 Penalty: 3378.377197
	Iteration 16Q: 3 clusters Score -86507.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -86636.484375 Penalty: 3378.377197
	Iteration 17Q: 3 clusters Score -86636.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -86891.695312 Penalty: 3378.377197
	Iteration 18Q: 3 clusters Score -86891.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -86942.070312 Penalty: 3378.377197
	Iteration 19Q: 3 clusters Score -86942.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -86984.093750 Penalty: 3378.377197
	Iteration 20F: 3 clusters Score -86984.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -87021.875000 Penalty: 3378.377197
	Iteration 21Q: 3 clusters Score -87021.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -87065.453125 Penalty: 3378.377197
	Iteration 22Q: 3 clusters Score -87065.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -87100.289062 Penalty: 3378.377197
	Iteration 23Q: 3 clusters Score -87100.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -87143.617188 Penalty: 3378.377197
	Iteration 24Q: 3 clusters Score -87143.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -87204.617188 Penalty: 3378.377197
	Iteration 25Q: 3 clusters Score -87204.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -87268.609375 Penalty: 3378.377197
	Iteration 26Q: 3 clusters Score -87268.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -87497.093750 Penalty: 3378.377197
	Iteration 27Q: 3 clusters Score -87497.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -87602.242188 Penalty: 3378.377197
	Iteration 28Q: 3 clusters Score -87602.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -87602.242188 Penalty: 3378.377197
	Iteration 29F: 3 clusters Score -87602.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4143 members 
Mstep: Class 4 contains 5261 members 
Mstep: Class 5 contains 9190 members 
Mstep: Class 6 contains 17168 members 
Mstep: Class 7 contains 11362 members 
Mstep: Class 8 contains 8897 members 
Mstep: Class 9 contains 9154 members 
Mstep: Class 10 contains 29574 members 
Mstep: Class 11 contains 2301 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14653 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4566 members 
Mstep: Class 18 contains 10873 members 
Mstep: Class 19 contains 11704 members 
Mstep: Class 20 contains 6768 members 
Mstep: Class 21 contains 26111 members 
Mstep: Class 22 contains 29149 members 
Mstep: Class 23 contains 28309 members 
Mstep: Class 24 contains 36006 members 
Mstep: Class 25 contains 5369 members 
Mstep: Class 26 contains 35059 members 
Mstep: Class 27 contains 4665 members 
Mstep: Class 28 contains 3354 members 
Mstep: Class 29 contains 6392 members 
Mstep: Class 30 contains 89798 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13735 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 5334 members 
Mstep: Class 35 contains 4823 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14056 members 
Mstep: Class 38 contains 9408 members 
Mstep: Class 39 contains 10508 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14854 members 
Mstep: Class 43 contains 5620 members 
Mstep: Class 44 contains 13172 members 
Mstep: Class 45 contains 22348 members 
Mstep: Class 46 contains 31011 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10877 members 
Mstep: Class 50 contains 16756 members 
Mstep: Class 51 contains 21775 members 
Mstep: Class 52 contains 209 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 699 members 
Entering Unmasked Estep 
Score: -64768632.000000 Penalty: 179211.343750
Splitting cluster 52 changes total score from -64769016.000000 to -64768632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -17676.312500 Penalty: 1340.978638
	Iteration 0F: 2 clusters Score -17676.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16733.750000 Penalty: 2681.957275
	Iteration 0F: 3 clusters Score -16733.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16796.472656 Penalty: 2681.957275
	Iteration 1F: 3 clusters Score -16796.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16815.562500 Penalty: 2681.957275
	Iteration 2Q: 3 clusters Score -16815.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16840.574219 Penalty: 2681.957275
	Iteration 3Q: 3 clusters Score -16840.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16864.494141 Penalty: 2681.957275
	Iteration 4Q: 3 clusters Score -16864.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16914.853516 Penalty: 2681.957275
	Iteration 5Q: 3 clusters Score -16914.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16947.171875 Penalty: 2681.957275
	Iteration 6Q: 3 clusters Score -16947.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16965.484375 Penalty: 2681.957275
	Iteration 7Q: 3 clusters Score -16965.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16991.671875 Penalty: 2681.957275
	Iteration 8Q: 3 clusters Score -16991.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17027.982422 Penalty: 2681.957275
	Iteration 9Q: 3 clusters Score -17027.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17065.451172 Penalty: 2681.957275
	Iteration 10Q: 3 clusters Score -17065.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17096.634766 Penalty: 2681.957275
	Iteration 11Q: 3 clusters Score -17096.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17103.269531 Penalty: 2681.957275
	Iteration 12Q: 3 clusters Score -17103.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17105.166016 Penalty: 2681.957275
	Iteration 13F: 3 clusters Score -17105.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17153.101562 Penalty: 2681.957275
	Iteration 14Q: 3 clusters Score -17153.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17164.531250 Penalty: 2681.957275
	Iteration 15Q: 3 clusters Score -17164.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17164.531250 Penalty: 2681.957275
	Iteration 16F: 3 clusters Score -17164.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4143 members 
Mstep: Class 4 contains 5261 members 
Mstep: Class 5 contains 9190 members 
Mstep: Class 6 contains 17168 members 
Mstep: Class 7 contains 11362 members 
Mstep: Class 8 contains 8897 members 
Mstep: Class 9 contains 9154 members 
Mstep: Class 10 contains 29574 members 
Mstep: Class 11 contains 2301 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14653 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4566 members 
Mstep: Class 18 contains 10873 members 
Mstep: Class 19 contains 11704 members 
Mstep: Class 20 contains 6768 members 
Mstep: Class 21 contains 26111 members 
Mstep: Class 22 contains 29149 members 
Mstep: Class 23 contains 28309 members 
Mstep: Class 24 contains 36006 members 
Mstep: Class 25 contains 5369 members 
Mstep: Class 26 contains 35059 members 
Mstep: Class 27 contains 4665 members 
Mstep: Class 28 contains 3354 members 
Mstep: Class 29 contains 6392 members 
Mstep: Class 30 contains 89798 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13735 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 5334 members 
Mstep: Class 35 contains 4823 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14056 members 
Mstep: Class 38 contains 9408 members 
Mstep: Class 39 contains 10508 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14854 members 
Mstep: Class 43 contains 5620 members 
Mstep: Class 44 contains 13172 members 
Mstep: Class 45 contains 22348 members 
Mstep: Class 46 contains 31011 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10877 members 
Mstep: Class 50 contains 16756 members 
Mstep: Class 51 contains 21775 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768936.000000 Penalty: 175892.625000
Iteration 159Q: 54 clusters Score -6.476894e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 5261 members 
Mstep: Class 5 contains 9188 members 
Mstep: Class 6 contains 17169 members 
Mstep: Class 7 contains 11361 members 
Mstep: Class 8 contains 8898 members 
Mstep: Class 9 contains 9153 members 
Mstep: Class 10 contains 29585 members 
Mstep: Class 11 contains 2303 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14652 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4567 members 
Mstep: Class 18 contains 10870 members 
Mstep: Class 19 contains 11701 members 
Mstep: Class 20 contains 6770 members 
Mstep: Class 21 contains 26112 members 
Mstep: Class 22 contains 29141 members 
Mstep: Class 23 contains 28310 members 
Mstep: Class 24 contains 35996 members 
Mstep: Class 25 contains 5368 members 
Mstep: Class 26 contains 35050 members 
Mstep: Class 27 contains 4665 members 
Mstep: Class 28 contains 3354 members 
Mstep: Class 29 contains 6389 members 
Mstep: Class 30 contains 89798 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13733 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 5336 members 
Mstep: Class 35 contains 4823 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14058 members 
Mstep: Class 38 contains 9418 members 
Mstep: Class 39 contains 10509 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14851 members 
Mstep: Class 43 contains 5621 members 
Mstep: Class 44 contains 13168 members 
Mstep: Class 45 contains 22350 members 
Mstep: Class 46 contains 31011 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10886 members 
Mstep: Class 50 contains 16765 members 
Mstep: Class 51 contains 21784 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768928.000000 Penalty: 175892.625000
Iteration 160F: 54 clusters Score -6.476893e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 5261 members 
Mstep: Class 5 contains 9183 members 
Mstep: Class 6 contains 17169 members 
Mstep: Class 7 contains 11363 members 
Mstep: Class 8 contains 8897 members 
Mstep: Class 9 contains 9152 members 
Mstep: Class 10 contains 29589 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14652 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4567 members 
Mstep: Class 18 contains 10870 members 
Mstep: Class 19 contains 11693 members 
Mstep: Class 20 contains 6774 members 
Mstep: Class 21 contains 26111 members 
Mstep: Class 22 contains 29129 members 
Mstep: Class 23 contains 28312 members 
Mstep: Class 24 contains 35985 members 
Mstep: Class 25 contains 5369 members 
Mstep: Class 26 contains 35042 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3354 members 
Mstep: Class 29 contains 6388 members 
Mstep: Class 30 contains 89797 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13733 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 5341 members 
Mstep: Class 35 contains 4822 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14061 members 
Mstep: Class 38 contains 9428 members 
Mstep: Class 39 contains 10510 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14853 members 
Mstep: Class 43 contains 5623 members 
Mstep: Class 44 contains 13167 members 
Mstep: Class 45 contains 22352 members 
Mstep: Class 46 contains 31013 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10894 members 
Mstep: Class 50 contains 16775 members 
Mstep: Class 51 contains 21784 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768952.000000 Penalty: 175892.625000
Iteration 161Q: 54 clusters Score -6.476895e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4141 members 
Mstep: Class 4 contains 5261 members 
Mstep: Class 5 contains 9181 members 
Mstep: Class 6 contains 17168 members 
Mstep: Class 7 contains 11362 members 
Mstep: Class 8 contains 8897 members 
Mstep: Class 9 contains 9151 members 
Mstep: Class 10 contains 29596 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14651 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4567 members 
Mstep: Class 18 contains 10868 members 
Mstep: Class 19 contains 11689 members 
Mstep: Class 20 contains 6778 members 
Mstep: Class 21 contains 26108 members 
Mstep: Class 22 contains 29127 members 
Mstep: Class 23 contains 28312 members 
Mstep: Class 24 contains 35982 members 
Mstep: Class 25 contains 5369 members 
Mstep: Class 26 contains 35035 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3354 members 
Mstep: Class 29 contains 6380 members 
Mstep: Class 30 contains 89797 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13732 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 5350 members 
Mstep: Class 35 contains 4822 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14063 members 
Mstep: Class 38 contains 9437 members 
Mstep: Class 39 contains 10511 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14857 members 
Mstep: Class 43 contains 5628 members 
Mstep: Class 44 contains 13166 members 
Mstep: Class 45 contains 22355 members 
Mstep: Class 46 contains 31013 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 16782 members 
Mstep: Class 51 contains 21784 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768900.000000 Penalty: 175892.625000
Iteration 162Q: 54 clusters Score -6.47689e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4142 members 
Mstep: Class 4 contains 5261 members 
Mstep: Class 5 contains 9185 members 
Mstep: Class 6 contains 17167 members 
Mstep: Class 7 contains 11360 members 
Mstep: Class 8 contains 8897 members 
Mstep: Class 9 contains 9150 members 
Mstep: Class 10 contains 29600 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14650 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4567 members 
Mstep: Class 18 contains 10866 members 
Mstep: Class 19 contains 11684 members 
Mstep: Class 20 contains 6779 members 
Mstep: Class 21 contains 26109 members 
Mstep: Class 22 contains 29126 members 
Mstep: Class 23 contains 28321 members 
Mstep: Class 24 contains 35977 members 
Mstep: Class 25 contains 5368 members 
Mstep: Class 26 contains 35027 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3354 members 
Mstep: Class 29 contains 6373 members 
Mstep: Class 30 contains 89796 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13731 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 5357 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14062 members 
Mstep: Class 38 contains 9445 members 
Mstep: Class 39 contains 10512 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14862 members 
Mstep: Class 43 contains 5629 members 
Mstep: Class 44 contains 13165 members 
Mstep: Class 45 contains 22355 members 
Mstep: Class 46 contains 31013 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10905 members 
Mstep: Class 50 contains 16785 members 
Mstep: Class 51 contains 21787 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768976.000000 Penalty: 175892.625000
Iteration 163Q: 54 clusters Score -6.476898e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4143 members 
Mstep: Class 4 contains 5261 members 
Mstep: Class 5 contains 9183 members 
Mstep: Class 6 contains 17167 members 
Mstep: Class 7 contains 11356 members 
Mstep: Class 8 contains 8897 members 
Mstep: Class 9 contains 9150 members 
Mstep: Class 10 contains 29607 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14651 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4567 members 
Mstep: Class 18 contains 10863 members 
Mstep: Class 19 contains 11681 members 
Mstep: Class 20 contains 6783 members 
Mstep: Class 21 contains 26113 members 
Mstep: Class 22 contains 29122 members 
Mstep: Class 23 contains 28322 members 
Mstep: Class 24 contains 35975 members 
Mstep: Class 25 contains 5368 members 
Mstep: Class 26 contains 35023 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3354 members 
Mstep: Class 29 contains 6370 members 
Mstep: Class 30 contains 89796 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13731 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 5360 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14060 members 
Mstep: Class 38 contains 9448 members 
Mstep: Class 39 contains 10514 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14863 members 
Mstep: Class 43 contains 5630 members 
Mstep: Class 44 contains 13165 members 
Mstep: Class 45 contains 22354 members 
Mstep: Class 46 contains 31013 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10910 members 
Mstep: Class 50 contains 16790 members 
Mstep: Class 51 contains 21784 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769000.000000 Penalty: 175892.625000
Iteration 164Q: 54 clusters Score -6.4769e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4142 members 
Mstep: Class 4 contains 5261 members 
Mstep: Class 5 contains 9175 members 
Mstep: Class 6 contains 17165 members 
Mstep: Class 7 contains 11355 members 
Mstep: Class 8 contains 8897 members 
Mstep: Class 9 contains 9151 members 
Mstep: Class 10 contains 29612 members 
Mstep: Class 11 contains 2305 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14656 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4567 members 
Mstep: Class 18 contains 10860 members 
Mstep: Class 19 contains 11670 members 
Mstep: Class 20 contains 6787 members 
Mstep: Class 21 contains 26116 members 
Mstep: Class 22 contains 29113 members 
Mstep: Class 23 contains 28320 members 
Mstep: Class 24 contains 35979 members 
Mstep: Class 25 contains 5368 members 
Mstep: Class 26 contains 35025 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3354 members 
Mstep: Class 29 contains 6367 members 
Mstep: Class 30 contains 89796 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13731 members 
Mstep: Class 33 contains 8408 members 
Mstep: Class 34 contains 5361 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14061 members 
Mstep: Class 38 contains 9451 members 
Mstep: Class 39 contains 10517 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14865 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 13165 members 
Mstep: Class 45 contains 22353 members 
Mstep: Class 46 contains 31015 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10915 members 
Mstep: Class 50 contains 16796 members 
Mstep: Class 51 contains 21782 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769080.000000 Penalty: 175892.625000
Iteration 165Q: 54 clusters Score -6.476908e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4143 members 
Mstep: Class 4 contains 5261 members 
Mstep: Class 5 contains 9173 members 
Mstep: Class 6 contains 17164 members 
Mstep: Class 7 contains 11355 members 
Mstep: Class 8 contains 8897 members 
Mstep: Class 9 contains 9151 members 
Mstep: Class 10 contains 29614 members 
Mstep: Class 11 contains 2305 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14656 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4567 members 
Mstep: Class 18 contains 10857 members 
Mstep: Class 19 contains 11665 members 
Mstep: Class 20 contains 6788 members 
Mstep: Class 21 contains 26117 members 
Mstep: Class 22 contains 29111 members 
Mstep: Class 23 contains 28318 members 
Mstep: Class 24 contains 35978 members 
Mstep: Class 25 contains 5368 members 
Mstep: Class 26 contains 35023 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3354 members 
Mstep: Class 29 contains 6369 members 
Mstep: Class 30 contains 89796 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13731 members 
Mstep: Class 33 contains 8408 members 
Mstep: Class 34 contains 5361 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14059 members 
Mstep: Class 38 contains 9453 members 
Mstep: Class 39 contains 10517 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14866 members 
Mstep: Class 43 contains 5632 members 
Mstep: Class 44 contains 13166 members 
Mstep: Class 45 contains 22353 members 
Mstep: Class 46 contains 31014 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10917 members 
Mstep: Class 50 contains 16802 members 
Mstep: Class 51 contains 21786 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769048.000000 Penalty: 175892.625000
Iteration 166Q: 54 clusters Score -6.476905e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4144 members 
Mstep: Class 4 contains 5263 members 
Mstep: Class 5 contains 9171 members 
Mstep: Class 6 contains 17163 members 
Mstep: Class 7 contains 11355 members 
Mstep: Class 8 contains 8897 members 
Mstep: Class 9 contains 9150 members 
Mstep: Class 10 contains 29614 members 
Mstep: Class 11 contains 2305 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14657 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4567 members 
Mstep: Class 18 contains 10854 members 
Mstep: Class 19 contains 11664 members 
Mstep: Class 20 contains 6791 members 
Mstep: Class 21 contains 26112 members 
Mstep: Class 22 contains 29110 members 
Mstep: Class 23 contains 28318 members 
Mstep: Class 24 contains 35978 members 
Mstep: Class 25 contains 5368 members 
Mstep: Class 26 contains 35023 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3354 members 
Mstep: Class 29 contains 6366 members 
Mstep: Class 30 contains 89796 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13731 members 
Mstep: Class 33 contains 8408 members 
Mstep: Class 34 contains 5365 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14058 members 
Mstep: Class 38 contains 9455 members 
Mstep: Class 39 contains 10517 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14867 members 
Mstep: Class 43 contains 5634 members 
Mstep: Class 44 contains 13165 members 
Mstep: Class 45 contains 22354 members 
Mstep: Class 46 contains 31013 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10919 members 
Mstep: Class 50 contains 16804 members 
Mstep: Class 51 contains 21788 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769048.000000 Penalty: 175892.625000
Iteration 167Q: 54 clusters Score -6.476905e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4144 members 
Mstep: Class 4 contains 5263 members 
Mstep: Class 5 contains 9170 members 
Mstep: Class 6 contains 17162 members 
Mstep: Class 7 contains 11355 members 
Mstep: Class 8 contains 8897 members 
Mstep: Class 9 contains 9150 members 
Mstep: Class 10 contains 29612 members 
Mstep: Class 11 contains 2306 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4567 members 
Mstep: Class 18 contains 10851 members 
Mstep: Class 19 contains 11663 members 
Mstep: Class 20 contains 6798 members 
Mstep: Class 21 contains 26111 members 
Mstep: Class 22 contains 29109 members 
Mstep: Class 23 contains 28315 members 
Mstep: Class 24 contains 35974 members 
Mstep: Class 25 contains 5367 members 
Mstep: Class 26 contains 35021 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3354 members 
Mstep: Class 29 contains 6364 members 
Mstep: Class 30 contains 89796 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13731 members 
Mstep: Class 33 contains 8408 members 
Mstep: Class 34 contains 5373 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14055 members 
Mstep: Class 38 contains 9462 members 
Mstep: Class 39 contains 10518 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14868 members 
Mstep: Class 43 contains 5638 members 
Mstep: Class 44 contains 13165 members 
Mstep: Class 45 contains 22352 members 
Mstep: Class 46 contains 31009 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10922 members 
Mstep: Class 50 contains 16807 members 
Mstep: Class 51 contains 21789 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769040.000000 Penalty: 175892.625000
Iteration 168Q: 54 clusters Score -6.476904e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4143 members 
Mstep: Class 4 contains 5263 members 
Mstep: Class 5 contains 9167 members 
Mstep: Class 6 contains 17161 members 
Mstep: Class 7 contains 11355 members 
Mstep: Class 8 contains 8897 members 
Mstep: Class 9 contains 9149 members 
Mstep: Class 10 contains 29613 members 
Mstep: Class 11 contains 2306 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14660 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4567 members 
Mstep: Class 18 contains 10849 members 
Mstep: Class 19 contains 11664 members 
Mstep: Class 20 contains 6806 members 
Mstep: Class 21 contains 26109 members 
Mstep: Class 22 contains 29109 members 
Mstep: Class 23 contains 28315 members 
Mstep: Class 24 contains 35971 members 
Mstep: Class 25 contains 5367 members 
Mstep: Class 26 contains 35020 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3354 members 
Mstep: Class 29 contains 6364 members 
Mstep: Class 30 contains 89797 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13731 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 5379 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14055 members 
Mstep: Class 38 contains 9463 members 
Mstep: Class 39 contains 10518 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14868 members 
Mstep: Class 43 contains 5640 members 
Mstep: Class 44 contains 13164 members 
Mstep: Class 45 contains 22353 members 
Mstep: Class 46 contains 31008 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10924 members 
Mstep: Class 50 contains 16808 members 
Mstep: Class 51 contains 21792 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769136.000000 Penalty: 175892.625000
Iteration 169Q: 54 clusters Score -6.476914e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4143 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9160 members 
Mstep: Class 6 contains 17162 members 
Mstep: Class 7 contains 11355 members 
Mstep: Class 8 contains 8897 members 
Mstep: Class 9 contains 9149 members 
Mstep: Class 10 contains 29613 members 
Mstep: Class 11 contains 2306 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4567 members 
Mstep: Class 18 contains 10847 members 
Mstep: Class 19 contains 11664 members 
Mstep: Class 20 contains 6810 members 
Mstep: Class 21 contains 26108 members 
Mstep: Class 22 contains 29110 members 
Mstep: Class 23 contains 28314 members 
Mstep: Class 24 contains 35964 members 
Mstep: Class 25 contains 5367 members 
Mstep: Class 26 contains 35012 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3354 members 
Mstep: Class 29 contains 6364 members 
Mstep: Class 30 contains 89797 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13731 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 5383 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14055 members 
Mstep: Class 38 contains 9465 members 
Mstep: Class 39 contains 10519 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14868 members 
Mstep: Class 43 contains 5643 members 
Mstep: Class 44 contains 13164 members 
Mstep: Class 45 contains 22353 members 
Mstep: Class 46 contains 31009 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10926 members 
Mstep: Class 50 contains 16812 members 
Mstep: Class 51 contains 21798 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769108.000000 Penalty: 175892.625000
Iteration 170Q: 54 clusters Score -6.476911e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4143 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9155 members 
Mstep: Class 6 contains 17162 members 
Mstep: Class 7 contains 11355 members 
Mstep: Class 8 contains 8897 members 
Mstep: Class 9 contains 9149 members 
Mstep: Class 10 contains 29611 members 
Mstep: Class 11 contains 2306 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14658 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4566 members 
Mstep: Class 18 contains 10847 members 
Mstep: Class 19 contains 11664 members 
Mstep: Class 20 contains 6813 members 
Mstep: Class 21 contains 26106 members 
Mstep: Class 22 contains 29108 members 
Mstep: Class 23 contains 28315 members 
Mstep: Class 24 contains 35955 members 
Mstep: Class 25 contains 5367 members 
Mstep: Class 26 contains 35008 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3353 members 
Mstep: Class 29 contains 6364 members 
Mstep: Class 30 contains 89797 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13731 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 5389 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14055 members 
Mstep: Class 38 contains 9472 members 
Mstep: Class 39 contains 10520 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14868 members 
Mstep: Class 43 contains 5645 members 
Mstep: Class 44 contains 13164 members 
Mstep: Class 45 contains 22352 members 
Mstep: Class 46 contains 31010 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10931 members 
Mstep: Class 50 contains 16817 members 
Mstep: Class 51 contains 21801 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769096.000000 Penalty: 175892.625000
Iteration 171Q: 54 clusters Score -6.47691e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4143 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9148 members 
Mstep: Class 6 contains 17162 members 
Mstep: Class 7 contains 11354 members 
Mstep: Class 8 contains 8897 members 
Mstep: Class 9 contains 9149 members 
Mstep: Class 10 contains 29612 members 
Mstep: Class 11 contains 2306 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14658 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4566 members 
Mstep: Class 18 contains 10847 members 
Mstep: Class 19 contains 11662 members 
Mstep: Class 20 contains 6815 members 
Mstep: Class 21 contains 26104 members 
Mstep: Class 22 contains 29106 members 
Mstep: Class 23 contains 28315 members 
Mstep: Class 24 contains 35957 members 
Mstep: Class 25 contains 5366 members 
Mstep: Class 26 contains 35003 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3352 members 
Mstep: Class 29 contains 6366 members 
Mstep: Class 30 contains 89798 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13730 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 5394 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14055 members 
Mstep: Class 38 contains 9474 members 
Mstep: Class 39 contains 10522 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14867 members 
Mstep: Class 43 contains 5647 members 
Mstep: Class 44 contains 13164 members 
Mstep: Class 45 contains 22351 members 
Mstep: Class 46 contains 31009 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10935 members 
Mstep: Class 50 contains 16822 members 
Mstep: Class 51 contains 21802 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769020.000000 Penalty: 175892.625000
Iteration 172Q: 54 clusters Score -6.476902e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4143 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9149 members 
Mstep: Class 6 contains 17160 members 
Mstep: Class 7 contains 11354 members 
Mstep: Class 8 contains 8897 members 
Mstep: Class 9 contains 9149 members 
Mstep: Class 10 contains 29609 members 
Mstep: Class 11 contains 2306 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14657 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4565 members 
Mstep: Class 18 contains 10847 members 
Mstep: Class 19 contains 11661 members 
Mstep: Class 20 contains 6820 members 
Mstep: Class 21 contains 26102 members 
Mstep: Class 22 contains 29105 members 
Mstep: Class 23 contains 28313 members 
Mstep: Class 24 contains 35952 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 35005 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3350 members 
Mstep: Class 29 contains 6367 members 
Mstep: Class 30 contains 89798 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13729 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 5400 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14055 members 
Mstep: Class 38 contains 9475 members 
Mstep: Class 39 contains 10522 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14866 members 
Mstep: Class 43 contains 5649 members 
Mstep: Class 44 contains 13163 members 
Mstep: Class 45 contains 22349 members 
Mstep: Class 46 contains 31011 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10936 members 
Mstep: Class 50 contains 16825 members 
Mstep: Class 51 contains 21810 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769064.000000 Penalty: 175892.625000
Iteration 173Q: 54 clusters Score -6.476906e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4143 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9147 members 
Mstep: Class 6 contains 17161 members 
Mstep: Class 7 contains 11354 members 
Mstep: Class 8 contains 8897 members 
Mstep: Class 9 contains 9150 members 
Mstep: Class 10 contains 29609 members 
Mstep: Class 11 contains 2306 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14656 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10848 members 
Mstep: Class 19 contains 11658 members 
Mstep: Class 20 contains 6820 members 
Mstep: Class 21 contains 26099 members 
Mstep: Class 22 contains 29102 members 
Mstep: Class 23 contains 28315 members 
Mstep: Class 24 contains 35950 members 
Mstep: Class 25 contains 5363 members 
Mstep: Class 26 contains 35005 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3350 members 
Mstep: Class 29 contains 6368 members 
Mstep: Class 30 contains 89798 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13728 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 5402 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14054 members 
Mstep: Class 38 contains 9477 members 
Mstep: Class 39 contains 10522 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14867 members 
Mstep: Class 43 contains 5649 members 
Mstep: Class 44 contains 13162 members 
Mstep: Class 45 contains 22349 members 
Mstep: Class 46 contains 31011 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10938 members 
Mstep: Class 50 contains 16828 members 
Mstep: Class 51 contains 21812 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769124.000000 Penalty: 175892.625000
Iteration 174Q: 54 clusters Score -6.476912e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4143 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9145 members 
Mstep: Class 6 contains 17159 members 
Mstep: Class 7 contains 11355 members 
Mstep: Class 8 contains 8897 members 
Mstep: Class 9 contains 9150 members 
Mstep: Class 10 contains 29610 members 
Mstep: Class 11 contains 2306 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14655 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10845 members 
Mstep: Class 19 contains 11657 members 
Mstep: Class 20 contains 6820 members 
Mstep: Class 21 contains 26097 members 
Mstep: Class 22 contains 29099 members 
Mstep: Class 23 contains 28315 members 
Mstep: Class 24 contains 35942 members 
Mstep: Class 25 contains 5363 members 
Mstep: Class 26 contains 35006 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3349 members 
Mstep: Class 29 contains 6368 members 
Mstep: Class 30 contains 89797 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13728 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 5404 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14054 members 
Mstep: Class 38 contains 9482 members 
Mstep: Class 39 contains 10522 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14868 members 
Mstep: Class 43 contains 5649 members 
Mstep: Class 44 contains 13162 members 
Mstep: Class 45 contains 22349 members 
Mstep: Class 46 contains 31013 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10940 members 
Mstep: Class 50 contains 16831 members 
Mstep: Class 51 contains 21821 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769048.000000 Penalty: 175892.625000
Iteration 175Q: 54 clusters Score -6.476905e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4143 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9144 members 
Mstep: Class 6 contains 17159 members 
Mstep: Class 7 contains 11354 members 
Mstep: Class 8 contains 8897 members 
Mstep: Class 9 contains 9150 members 
Mstep: Class 10 contains 29607 members 
Mstep: Class 11 contains 2306 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14654 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10843 members 
Mstep: Class 19 contains 11657 members 
Mstep: Class 20 contains 6821 members 
Mstep: Class 21 contains 26098 members 
Mstep: Class 22 contains 29095 members 
Mstep: Class 23 contains 28315 members 
Mstep: Class 24 contains 35938 members 
Mstep: Class 25 contains 5363 members 
Mstep: Class 26 contains 35008 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3349 members 
Mstep: Class 29 contains 6365 members 
Mstep: Class 30 contains 89797 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13728 members 
Mstep: Class 33 contains 8408 members 
Mstep: Class 34 contains 5407 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14054 members 
Mstep: Class 38 contains 9483 members 
Mstep: Class 39 contains 10522 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14869 members 
Mstep: Class 43 contains 5648 members 
Mstep: Class 44 contains 13162 members 
Mstep: Class 45 contains 22349 members 
Mstep: Class 46 contains 31012 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10942 members 
Mstep: Class 50 contains 16835 members 
Mstep: Class 51 contains 21827 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769096.000000 Penalty: 175892.625000
Iteration 176Q: 54 clusters Score -6.47691e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4142 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9138 members 
Mstep: Class 6 contains 17159 members 
Mstep: Class 7 contains 11354 members 
Mstep: Class 8 contains 8898 members 
Mstep: Class 9 contains 9150 members 
Mstep: Class 10 contains 29606 members 
Mstep: Class 11 contains 2306 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14652 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10841 members 
Mstep: Class 19 contains 11655 members 
Mstep: Class 20 contains 6821 members 
Mstep: Class 21 contains 26096 members 
Mstep: Class 22 contains 29092 members 
Mstep: Class 23 contains 28316 members 
Mstep: Class 24 contains 35937 members 
Mstep: Class 25 contains 5363 members 
Mstep: Class 26 contains 35008 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3349 members 
Mstep: Class 29 contains 6367 members 
Mstep: Class 30 contains 89797 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13728 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 5409 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14054 members 
Mstep: Class 38 contains 9483 members 
Mstep: Class 39 contains 10524 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14869 members 
Mstep: Class 43 contains 5648 members 
Mstep: Class 44 contains 13162 members 
Mstep: Class 45 contains 22349 members 
Mstep: Class 46 contains 31010 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10944 members 
Mstep: Class 50 contains 16840 members 
Mstep: Class 51 contains 21835 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769052.000000 Penalty: 175892.625000
Iteration 177Q: 54 clusters Score -6.476905e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4139 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9136 members 
Mstep: Class 6 contains 17159 members 
Mstep: Class 7 contains 11354 members 
Mstep: Class 8 contains 8899 members 
Mstep: Class 9 contains 9149 members 
Mstep: Class 10 contains 29611 members 
Mstep: Class 11 contains 2306 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14650 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10841 members 
Mstep: Class 19 contains 11653 members 
Mstep: Class 20 contains 6821 members 
Mstep: Class 21 contains 26093 members 
Mstep: Class 22 contains 29089 members 
Mstep: Class 23 contains 28316 members 
Mstep: Class 24 contains 35933 members 
Mstep: Class 25 contains 5363 members 
Mstep: Class 26 contains 35007 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3348 members 
Mstep: Class 29 contains 6371 members 
Mstep: Class 30 contains 89797 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13728 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 5410 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14056 members 
Mstep: Class 38 contains 9483 members 
Mstep: Class 39 contains 10525 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14869 members 
Mstep: Class 43 contains 5649 members 
Mstep: Class 44 contains 13162 members 
Mstep: Class 45 contains 22349 members 
Mstep: Class 46 contains 31009 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10946 members 
Mstep: Class 50 contains 16843 members 
Mstep: Class 51 contains 21840 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769112.000000 Penalty: 175892.625000
Iteration 178Q: 54 clusters Score -6.476911e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9135 members 
Mstep: Class 6 contains 17160 members 
Mstep: Class 7 contains 11354 members 
Mstep: Class 8 contains 8900 members 
Mstep: Class 9 contains 9148 members 
Mstep: Class 10 contains 29614 members 
Mstep: Class 11 contains 2305 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14648 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10841 members 
Mstep: Class 19 contains 11651 members 
Mstep: Class 20 contains 6822 members 
Mstep: Class 21 contains 26094 members 
Mstep: Class 22 contains 29089 members 
Mstep: Class 23 contains 28314 members 
Mstep: Class 24 contains 35929 members 
Mstep: Class 25 contains 5361 members 
Mstep: Class 26 contains 35006 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3348 members 
Mstep: Class 29 contains 6371 members 
Mstep: Class 30 contains 89796 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13728 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 5412 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14058 members 
Mstep: Class 38 contains 9483 members 
Mstep: Class 39 contains 10526 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14869 members 
Mstep: Class 43 contains 5649 members 
Mstep: Class 44 contains 13163 members 
Mstep: Class 45 contains 22349 members 
Mstep: Class 46 contains 31008 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10948 members 
Mstep: Class 50 contains 16847 members 
Mstep: Class 51 contains 21845 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769108.000000 Penalty: 175892.625000
Iteration 179Q: 54 clusters Score -6.476911e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9134 members 
Mstep: Class 6 contains 17160 members 
Mstep: Class 7 contains 11353 members 
Mstep: Class 8 contains 8900 members 
Mstep: Class 9 contains 9148 members 
Mstep: Class 10 contains 29615 members 
Mstep: Class 11 contains 2306 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14646 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10841 members 
Mstep: Class 19 contains 11644 members 
Mstep: Class 20 contains 6823 members 
Mstep: Class 21 contains 26097 members 
Mstep: Class 22 contains 29090 members 
Mstep: Class 23 contains 28314 members 
Mstep: Class 24 contains 35932 members 
Mstep: Class 25 contains 5361 members 
Mstep: Class 26 contains 35000 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3349 members 
Mstep: Class 29 contains 6372 members 
Mstep: Class 30 contains 89796 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13728 members 
Mstep: Class 33 contains 8406 members 
Mstep: Class 34 contains 5413 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14058 members 
Mstep: Class 38 contains 9483 members 
Mstep: Class 39 contains 10526 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14868 members 
Mstep: Class 43 contains 5650 members 
Mstep: Class 44 contains 13163 members 
Mstep: Class 45 contains 22348 members 
Mstep: Class 46 contains 31007 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10950 members 
Mstep: Class 50 contains 16849 members 
Mstep: Class 51 contains 21848 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769036.000000 Penalty: 175892.625000
Iteration 180F: 54 clusters Score -6.476904e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9134 members 
Mstep: Class 6 contains 17160 members 
Mstep: Class 7 contains 11351 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 9147 members 
Mstep: Class 10 contains 29614 members 
Mstep: Class 11 contains 2306 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14644 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10841 members 
Mstep: Class 19 contains 11639 members 
Mstep: Class 20 contains 6823 members 
Mstep: Class 21 contains 26100 members 
Mstep: Class 22 contains 29092 members 
Mstep: Class 23 contains 28314 members 
Mstep: Class 24 contains 35931 members 
Mstep: Class 25 contains 5361 members 
Mstep: Class 26 contains 34998 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3349 members 
Mstep: Class 29 contains 6377 members 
Mstep: Class 30 contains 89796 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13728 members 
Mstep: Class 33 contains 8406 members 
Mstep: Class 34 contains 5414 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14057 members 
Mstep: Class 38 contains 9483 members 
Mstep: Class 39 contains 10526 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14867 members 
Mstep: Class 43 contains 5650 members 
Mstep: Class 44 contains 13163 members 
Mstep: Class 45 contains 22349 members 
Mstep: Class 46 contains 31009 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10950 members 
Mstep: Class 50 contains 16851 members 
Mstep: Class 51 contains 21847 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769092.000000 Penalty: 175892.625000
Iteration 181Q: 54 clusters Score -6.476909e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9133 members 
Mstep: Class 6 contains 17160 members 
Mstep: Class 7 contains 11349 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 9147 members 
Mstep: Class 10 contains 29615 members 
Mstep: Class 11 contains 2306 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14643 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10841 members 
Mstep: Class 19 contains 11635 members 
Mstep: Class 20 contains 6823 members 
Mstep: Class 21 contains 26101 members 
Mstep: Class 22 contains 29098 members 
Mstep: Class 23 contains 28314 members 
Mstep: Class 24 contains 35930 members 
Mstep: Class 25 contains 5361 members 
Mstep: Class 26 contains 34992 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3349 members 
Mstep: Class 29 contains 6383 members 
Mstep: Class 30 contains 89796 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13728 members 
Mstep: Class 33 contains 8406 members 
Mstep: Class 34 contains 5414 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14058 members 
Mstep: Class 38 contains 9483 members 
Mstep: Class 39 contains 10526 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14867 members 
Mstep: Class 43 contains 5650 members 
Mstep: Class 44 contains 13163 members 
Mstep: Class 45 contains 22349 members 
Mstep: Class 46 contains 31009 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10950 members 
Mstep: Class 50 contains 16853 members 
Mstep: Class 51 contains 21845 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769012.000000 Penalty: 175892.625000
Iteration 182Q: 54 clusters Score -6.476901e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9133 members 
Mstep: Class 6 contains 17160 members 
Mstep: Class 7 contains 11348 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 9147 members 
Mstep: Class 10 contains 29619 members 
Mstep: Class 11 contains 2305 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14643 members 
Mstep: Class 15 contains 3650 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10841 members 
Mstep: Class 19 contains 11629 members 
Mstep: Class 20 contains 6823 members 
Mstep: Class 21 contains 26102 members 
Mstep: Class 22 contains 29101 members 
Mstep: Class 23 contains 28313 members 
Mstep: Class 24 contains 35930 members 
Mstep: Class 25 contains 5361 members 
Mstep: Class 26 contains 34990 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3349 members 
Mstep: Class 29 contains 6388 members 
Mstep: Class 30 contains 89796 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13728 members 
Mstep: Class 33 contains 8406 members 
Mstep: Class 34 contains 5414 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14060 members 
Mstep: Class 38 contains 9482 members 
Mstep: Class 39 contains 10526 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14867 members 
Mstep: Class 43 contains 5650 members 
Mstep: Class 44 contains 13163 members 
Mstep: Class 45 contains 22349 members 
Mstep: Class 46 contains 31007 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10950 members 
Mstep: Class 50 contains 16854 members 
Mstep: Class 51 contains 21844 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768932.000000 Penalty: 175892.625000
Iteration 183Q: 54 clusters Score -6.476893e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9131 members 
Mstep: Class 6 contains 17159 members 
Mstep: Class 7 contains 11347 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 9147 members 
Mstep: Class 10 contains 29616 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14644 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10841 members 
Mstep: Class 19 contains 11625 members 
Mstep: Class 20 contains 6823 members 
Mstep: Class 21 contains 26101 members 
Mstep: Class 22 contains 29103 members 
Mstep: Class 23 contains 28314 members 
Mstep: Class 24 contains 35928 members 
Mstep: Class 25 contains 5361 members 
Mstep: Class 26 contains 34988 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3349 members 
Mstep: Class 29 contains 6392 members 
Mstep: Class 30 contains 89796 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13728 members 
Mstep: Class 33 contains 8406 members 
Mstep: Class 34 contains 5415 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14063 members 
Mstep: Class 38 contains 9482 members 
Mstep: Class 39 contains 10526 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14867 members 
Mstep: Class 43 contains 5650 members 
Mstep: Class 44 contains 13163 members 
Mstep: Class 45 contains 22349 members 
Mstep: Class 46 contains 31006 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10950 members 
Mstep: Class 50 contains 16856 members 
Mstep: Class 51 contains 21849 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768992.000000 Penalty: 175892.625000
Iteration 184Q: 54 clusters Score -6.476899e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9129 members 
Mstep: Class 6 contains 17157 members 
Mstep: Class 7 contains 11347 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 9147 members 
Mstep: Class 10 contains 29612 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14642 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10841 members 
Mstep: Class 19 contains 11626 members 
Mstep: Class 20 contains 6823 members 
Mstep: Class 21 contains 26105 members 
Mstep: Class 22 contains 29104 members 
Mstep: Class 23 contains 28315 members 
Mstep: Class 24 contains 35926 members 
Mstep: Class 25 contains 5360 members 
Mstep: Class 26 contains 34987 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3349 members 
Mstep: Class 29 contains 6391 members 
Mstep: Class 30 contains 89796 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13728 members 
Mstep: Class 33 contains 8406 members 
Mstep: Class 34 contains 5416 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14062 members 
Mstep: Class 38 contains 9482 members 
Mstep: Class 39 contains 10526 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14867 members 
Mstep: Class 43 contains 5650 members 
Mstep: Class 44 contains 13163 members 
Mstep: Class 45 contains 22349 members 
Mstep: Class 46 contains 31007 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10950 members 
Mstep: Class 50 contains 16858 members 
Mstep: Class 51 contains 21855 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768952.000000 Penalty: 175892.625000
Iteration 185Q: 54 clusters Score -6.476895e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4134 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9130 members 
Mstep: Class 6 contains 17154 members 
Mstep: Class 7 contains 11346 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 9145 members 
Mstep: Class 10 contains 29612 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14641 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10840 members 
Mstep: Class 19 contains 11625 members 
Mstep: Class 20 contains 6823 members 
Mstep: Class 21 contains 26104 members 
Mstep: Class 22 contains 29106 members 
Mstep: Class 23 contains 28317 members 
Mstep: Class 24 contains 35925 members 
Mstep: Class 25 contains 5359 members 
Mstep: Class 26 contains 34985 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3349 members 
Mstep: Class 29 contains 6389 members 
Mstep: Class 30 contains 89796 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13728 members 
Mstep: Class 33 contains 8406 members 
Mstep: Class 34 contains 5418 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14062 members 
Mstep: Class 38 contains 9482 members 
Mstep: Class 39 contains 10527 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14867 members 
Mstep: Class 43 contains 5650 members 
Mstep: Class 44 contains 13163 members 
Mstep: Class 45 contains 22349 members 
Mstep: Class 46 contains 31006 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10951 members 
Mstep: Class 50 contains 16859 members 
Mstep: Class 51 contains 21863 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768980.000000 Penalty: 175892.625000
Iteration 186Q: 54 clusters Score -6.476898e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9130 members 
Mstep: Class 6 contains 17154 members 
Mstep: Class 7 contains 11346 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 9144 members 
Mstep: Class 10 contains 29614 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14642 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10838 members 
Mstep: Class 19 contains 11623 members 
Mstep: Class 20 contains 6823 members 
Mstep: Class 21 contains 26108 members 
Mstep: Class 22 contains 29109 members 
Mstep: Class 23 contains 28317 members 
Mstep: Class 24 contains 35918 members 
Mstep: Class 25 contains 5359 members 
Mstep: Class 26 contains 34981 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3349 members 
Mstep: Class 29 contains 6385 members 
Mstep: Class 30 contains 89796 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13728 members 
Mstep: Class 33 contains 8406 members 
Mstep: Class 34 contains 5420 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14064 members 
Mstep: Class 38 contains 9482 members 
Mstep: Class 39 contains 10527 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14868 members 
Mstep: Class 43 contains 5650 members 
Mstep: Class 44 contains 13164 members 
Mstep: Class 45 contains 22349 members 
Mstep: Class 46 contains 31004 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10951 members 
Mstep: Class 50 contains 16859 members 
Mstep: Class 51 contains 21870 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768976.000000 Penalty: 175892.625000
Iteration 187Q: 54 clusters Score -6.476898e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9130 members 
Mstep: Class 6 contains 17153 members 
Mstep: Class 7 contains 11345 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 9144 members 
Mstep: Class 10 contains 29614 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14641 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10836 members 
Mstep: Class 19 contains 11621 members 
Mstep: Class 20 contains 6823 members 
Mstep: Class 21 contains 26110 members 
Mstep: Class 22 contains 29111 members 
Mstep: Class 23 contains 28317 members 
Mstep: Class 24 contains 35914 members 
Mstep: Class 25 contains 5360 members 
Mstep: Class 26 contains 34979 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3349 members 
Mstep: Class 29 contains 6385 members 
Mstep: Class 30 contains 89796 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13729 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 5420 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14066 members 
Mstep: Class 38 contains 9482 members 
Mstep: Class 39 contains 10527 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14868 members 
Mstep: Class 43 contains 5650 members 
Mstep: Class 44 contains 13164 members 
Mstep: Class 45 contains 22349 members 
Mstep: Class 46 contains 31003 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10951 members 
Mstep: Class 50 contains 16859 members 
Mstep: Class 51 contains 21875 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768980.000000 Penalty: 175892.625000
Iteration 188Q: 54 clusters Score -6.476898e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9130 members 
Mstep: Class 6 contains 17153 members 
Mstep: Class 7 contains 11344 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 9144 members 
Mstep: Class 10 contains 29615 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14641 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10834 members 
Mstep: Class 19 contains 11621 members 
Mstep: Class 20 contains 6823 members 
Mstep: Class 21 contains 26108 members 
Mstep: Class 22 contains 29117 members 
Mstep: Class 23 contains 28317 members 
Mstep: Class 24 contains 35912 members 
Mstep: Class 25 contains 5360 members 
Mstep: Class 26 contains 34975 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3349 members 
Mstep: Class 29 contains 6385 members 
Mstep: Class 30 contains 89796 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13730 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 5420 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14065 members 
Mstep: Class 38 contains 9482 members 
Mstep: Class 39 contains 10527 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14868 members 
Mstep: Class 43 contains 5650 members 
Mstep: Class 44 contains 13165 members 
Mstep: Class 45 contains 22349 members 
Mstep: Class 46 contains 31000 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10951 members 
Mstep: Class 50 contains 16859 members 
Mstep: Class 51 contains 21881 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769000.000000 Penalty: 175892.625000
Iteration 189Q: 54 clusters Score -6.4769e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9130 members 
Mstep: Class 6 contains 17154 members 
Mstep: Class 7 contains 11344 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 9144 members 
Mstep: Class 10 contains 29613 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14641 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10832 members 
Mstep: Class 19 contains 11621 members 
Mstep: Class 20 contains 6823 members 
Mstep: Class 21 contains 26110 members 
Mstep: Class 22 contains 29118 members 
Mstep: Class 23 contains 28316 members 
Mstep: Class 24 contains 35910 members 
Mstep: Class 25 contains 5360 members 
Mstep: Class 26 contains 34973 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3349 members 
Mstep: Class 29 contains 6385 members 
Mstep: Class 30 contains 89796 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13730 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 5420 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14065 members 
Mstep: Class 38 contains 9483 members 
Mstep: Class 39 contains 10527 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14869 members 
Mstep: Class 43 contains 5650 members 
Mstep: Class 44 contains 13165 members 
Mstep: Class 45 contains 22349 members 
Mstep: Class 46 contains 30998 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10952 members 
Mstep: Class 50 contains 16859 members 
Mstep: Class 51 contains 21885 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769004.000000 Penalty: 175892.625000
Iteration 190Q: 54 clusters Score -6.4769e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9130 members 
Mstep: Class 6 contains 17154 members 
Mstep: Class 7 contains 11344 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 9144 members 
Mstep: Class 10 contains 29611 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14641 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10830 members 
Mstep: Class 19 contains 11621 members 
Mstep: Class 20 contains 6823 members 
Mstep: Class 21 contains 26110 members 
Mstep: Class 22 contains 29120 members 
Mstep: Class 23 contains 28316 members 
Mstep: Class 24 contains 35911 members 
Mstep: Class 25 contains 5360 members 
Mstep: Class 26 contains 34971 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3349 members 
Mstep: Class 29 contains 6385 members 
Mstep: Class 30 contains 89797 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13730 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 5421 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14065 members 
Mstep: Class 38 contains 9483 members 
Mstep: Class 39 contains 10528 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14871 members 
Mstep: Class 43 contains 5650 members 
Mstep: Class 44 contains 13165 members 
Mstep: Class 45 contains 22348 members 
Mstep: Class 46 contains 30996 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10952 members 
Mstep: Class 50 contains 16859 members 
Mstep: Class 51 contains 21886 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769008.000000 Penalty: 175892.625000
Iteration 191Q: 54 clusters Score -6.476901e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9129 members 
Mstep: Class 6 contains 17154 members 
Mstep: Class 7 contains 11344 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 9144 members 
Mstep: Class 10 contains 29609 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14641 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10829 members 
Mstep: Class 19 contains 11621 members 
Mstep: Class 20 contains 6823 members 
Mstep: Class 21 contains 26112 members 
Mstep: Class 22 contains 29120 members 
Mstep: Class 23 contains 28316 members 
Mstep: Class 24 contains 35912 members 
Mstep: Class 25 contains 5360 members 
Mstep: Class 26 contains 34971 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3349 members 
Mstep: Class 29 contains 6385 members 
Mstep: Class 30 contains 89797 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13730 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 5422 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14065 members 
Mstep: Class 38 contains 9483 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14870 members 
Mstep: Class 43 contains 5650 members 
Mstep: Class 44 contains 13165 members 
Mstep: Class 45 contains 22349 members 
Mstep: Class 46 contains 30996 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10952 members 
Mstep: Class 50 contains 16859 members 
Mstep: Class 51 contains 21885 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769012.000000 Penalty: 175892.625000
Iteration 192Q: 54 clusters Score -6.476901e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9129 members 
Mstep: Class 6 contains 17154 members 
Mstep: Class 7 contains 11344 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 9144 members 
Mstep: Class 10 contains 29606 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14641 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10828 members 
Mstep: Class 19 contains 11621 members 
Mstep: Class 20 contains 6823 members 
Mstep: Class 21 contains 26112 members 
Mstep: Class 22 contains 29120 members 
Mstep: Class 23 contains 28316 members 
Mstep: Class 24 contains 35910 members 
Mstep: Class 25 contains 5360 members 
Mstep: Class 26 contains 34971 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3349 members 
Mstep: Class 29 contains 6385 members 
Mstep: Class 30 contains 89797 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13730 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 5424 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14065 members 
Mstep: Class 38 contains 9483 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14870 members 
Mstep: Class 43 contains 5650 members 
Mstep: Class 44 contains 13165 members 
Mstep: Class 45 contains 22349 members 
Mstep: Class 46 contains 30996 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10952 members 
Mstep: Class 50 contains 16859 members 
Mstep: Class 51 contains 21887 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769000.000000 Penalty: 175892.625000
Iteration 193Q: 54 clusters Score -6.4769e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9129 members 
Mstep: Class 6 contains 17154 members 
Mstep: Class 7 contains 11344 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 9145 members 
Mstep: Class 10 contains 29602 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14641 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10828 members 
Mstep: Class 19 contains 11621 members 
Mstep: Class 20 contains 6824 members 
Mstep: Class 21 contains 26111 members 
Mstep: Class 22 contains 29120 members 
Mstep: Class 23 contains 28316 members 
Mstep: Class 24 contains 35907 members 
Mstep: Class 25 contains 5360 members 
Mstep: Class 26 contains 34971 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3349 members 
Mstep: Class 29 contains 6385 members 
Mstep: Class 30 contains 89797 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13730 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 5427 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14065 members 
Mstep: Class 38 contains 9483 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14870 members 
Mstep: Class 43 contains 5650 members 
Mstep: Class 44 contains 13165 members 
Mstep: Class 45 contains 22349 members 
Mstep: Class 46 contains 30997 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10952 members 
Mstep: Class 50 contains 16859 members 
Mstep: Class 51 contains 21890 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769004.000000 Penalty: 175892.625000
Iteration 194Q: 54 clusters Score -6.4769e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9129 members 
Mstep: Class 6 contains 17154 members 
Mstep: Class 7 contains 11344 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 9145 members 
Mstep: Class 10 contains 29600 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14641 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10828 members 
Mstep: Class 19 contains 11621 members 
Mstep: Class 20 contains 6825 members 
Mstep: Class 21 contains 26110 members 
Mstep: Class 22 contains 29120 members 
Mstep: Class 23 contains 28316 members 
Mstep: Class 24 contains 35904 members 
Mstep: Class 25 contains 5360 members 
Mstep: Class 26 contains 34971 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3350 members 
Mstep: Class 29 contains 6385 members 
Mstep: Class 30 contains 89797 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13730 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 5430 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14065 members 
Mstep: Class 38 contains 9483 members 
Mstep: Class 39 contains 10529 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14870 members 
Mstep: Class 43 contains 5650 members 
Mstep: Class 44 contains 13165 members 
Mstep: Class 45 contains 22349 members 
Mstep: Class 46 contains 30996 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10952 members 
Mstep: Class 50 contains 16859 members 
Mstep: Class 51 contains 21892 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769008.000000 Penalty: 175892.625000
Iteration 195Q: 54 clusters Score -6.476901e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9129 members 
Mstep: Class 6 contains 17154 members 
Mstep: Class 7 contains 11344 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 9145 members 
Mstep: Class 10 contains 29597 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14641 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10828 members 
Mstep: Class 19 contains 11621 members 
Mstep: Class 20 contains 6825 members 
Mstep: Class 21 contains 26111 members 
Mstep: Class 22 contains 29121 members 
Mstep: Class 23 contains 28316 members 
Mstep: Class 24 contains 35898 members 
Mstep: Class 25 contains 5360 members 
Mstep: Class 26 contains 34971 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3351 members 
Mstep: Class 29 contains 6385 members 
Mstep: Class 30 contains 89797 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13730 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 5436 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14065 members 
Mstep: Class 38 contains 9484 members 
Mstep: Class 39 contains 10528 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14870 members 
Mstep: Class 43 contains 5650 members 
Mstep: Class 44 contains 13165 members 
Mstep: Class 45 contains 22349 members 
Mstep: Class 46 contains 30995 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10952 members 
Mstep: Class 50 contains 16859 members 
Mstep: Class 51 contains 21893 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769032.000000 Penalty: 175892.625000
Iteration 196Q: 54 clusters Score -6.476903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9128 members 
Mstep: Class 6 contains 17154 members 
Mstep: Class 7 contains 11344 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 9145 members 
Mstep: Class 10 contains 29592 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14641 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10828 members 
Mstep: Class 19 contains 11621 members 
Mstep: Class 20 contains 6825 members 
Mstep: Class 21 contains 26110 members 
Mstep: Class 22 contains 29121 members 
Mstep: Class 23 contains 28316 members 
Mstep: Class 24 contains 35899 members 
Mstep: Class 25 contains 5360 members 
Mstep: Class 26 contains 34971 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3351 members 
Mstep: Class 29 contains 6385 members 
Mstep: Class 30 contains 89797 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13730 members 
Mstep: Class 33 contains 8408 members 
Mstep: Class 34 contains 5439 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14065 members 
Mstep: Class 38 contains 9484 members 
Mstep: Class 39 contains 10527 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14870 members 
Mstep: Class 43 contains 5650 members 
Mstep: Class 44 contains 13165 members 
Mstep: Class 45 contains 22349 members 
Mstep: Class 46 contains 30997 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10952 members 
Mstep: Class 50 contains 16859 members 
Mstep: Class 51 contains 21893 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769052.000000 Penalty: 175892.625000
Iteration 197Q: 54 clusters Score -6.476905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9128 members 
Mstep: Class 6 contains 17154 members 
Mstep: Class 7 contains 11344 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 9145 members 
Mstep: Class 10 contains 29591 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14641 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10828 members 
Mstep: Class 19 contains 11621 members 
Mstep: Class 20 contains 6826 members 
Mstep: Class 21 contains 26110 members 
Mstep: Class 22 contains 29121 members 
Mstep: Class 23 contains 28316 members 
Mstep: Class 24 contains 35899 members 
Mstep: Class 25 contains 5360 members 
Mstep: Class 26 contains 34971 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3351 members 
Mstep: Class 29 contains 6385 members 
Mstep: Class 30 contains 89797 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13730 members 
Mstep: Class 33 contains 8408 members 
Mstep: Class 34 contains 5439 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14065 members 
Mstep: Class 38 contains 9484 members 
Mstep: Class 39 contains 10527 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14870 members 
Mstep: Class 43 contains 5650 members 
Mstep: Class 44 contains 13165 members 
Mstep: Class 45 contains 22349 members 
Mstep: Class 46 contains 30997 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10952 members 
Mstep: Class 50 contains 16859 members 
Mstep: Class 51 contains 21893 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769056.000000 Penalty: 175892.625000
Iteration 198Q: 54 clusters Score -6.476906e+07 nChanged 3
Entering ConstructFrom: 
Score: -64769056.000000 Penalty: 175892.625000
Entering ConstructFrom: 
Trying to split cluster 1 (11581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Entering Unmasked Estep 
Score: -1139423.000000 Penalty: 2320.566162
	Iteration 0F: 2 clusters Score -1139423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1130664.500000 Penalty: 4641.132324
	Iteration 0F: 3 clusters Score -1130664 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1133360.750000 Penalty: 4641.132324
	Iteration 1F: 3 clusters Score -1133361 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1133859.000000 Penalty: 4641.132324
	Iteration 2F: 3 clusters Score -1133859 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1134263.000000 Penalty: 4641.132324
	Iteration 3F: 3 clusters Score -1134263 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1134626.000000 Penalty: 4641.132324
	Iteration 4F: 3 clusters Score -1134626 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1134969.625000 Penalty: 4641.132324
	Iteration 5F: 3 clusters Score -1134970 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1135298.750000 Penalty: 4641.132324
	Iteration 6Q: 3 clusters Score -1135299 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1135675.250000 Penalty: 4641.132324
	Iteration 7Q: 3 clusters Score -1135675 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1136073.250000 Penalty: 4641.132324
	Iteration 8Q: 3 clusters Score -1136073 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1136473.500000 Penalty: 4641.132324
	Iteration 9Q: 3 clusters Score -1136474 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1136813.750000 Penalty: 4641.132324
	Iteration 10Q: 3 clusters Score -1136814 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1137061.500000 Penalty: 4641.132324
	Iteration 11Q: 3 clusters Score -1137062 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1137250.000000 Penalty: 4641.132324
	Iteration 12Q: 3 clusters Score -1137250 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1137388.250000 Penalty: 4641.132324
	Iteration 13Q: 3 clusters Score -1137388 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1137501.000000 Penalty: 4641.132324
	Iteration 14Q: 3 clusters Score -1137501 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1137581.125000 Penalty: 4641.132324
	Iteration 15Q: 3 clusters Score -1137581 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1137656.000000 Penalty: 4641.132324
	Iteration 16Q: 3 clusters Score -1137656 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1137736.875000 Penalty: 4641.132324
	Iteration 17Q: 3 clusters Score -1137737 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1137804.000000 Penalty: 4641.132324
	Iteration 18Q: 3 clusters Score -1137804 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1137879.750000 Penalty: 4641.132324
	Iteration 19Q: 3 clusters Score -1137880 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1137930.625000 Penalty: 4641.132324
	Iteration 20F: 3 clusters Score -1137931 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1137975.625000 Penalty: 4641.132324
	Iteration 21Q: 3 clusters Score -1137976 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1137998.375000 Penalty: 4641.132324
	Iteration 22Q: 3 clusters Score -1137998 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1138026.250000 Penalty: 4641.132324
	Iteration 23Q: 3 clusters Score -1138026 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1138047.000000 Penalty: 4641.132324
	Iteration 24Q: 3 clusters Score -1138047 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1138067.125000 Penalty: 4641.132324
	Iteration 25Q: 3 clusters Score -1138067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1138071.875000 Penalty: 4641.132324
	Iteration 26Q: 3 clusters Score -1138072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1138077.500000 Penalty: 4641.132324
	Iteration 27Q: 3 clusters Score -1138078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1138082.625000 Penalty: 4641.132324
	Iteration 28Q: 3 clusters Score -1138083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1138085.250000 Penalty: 4641.132324
	Iteration 29Q: 3 clusters Score -1138085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1138089.875000 Penalty: 4641.132324
	Iteration 30Q: 3 clusters Score -1138090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1138093.375000 Penalty: 4641.132324
	Iteration 31Q: 3 clusters Score -1138093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1138095.250000 Penalty: 4641.132324
	Iteration 32Q: 3 clusters Score -1138095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1138096.875000 Penalty: 4641.132324
	Iteration 33Q: 3 clusters Score -1138097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1138101.000000 Penalty: 4641.132324
	Iteration 34Q: 3 clusters Score -1138101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1138104.125000 Penalty: 4641.132324
	Iteration 35Q: 3 clusters Score -1138104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1138106.375000 Penalty: 4641.132324
	Iteration 36Q: 3 clusters Score -1138106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1138110.750000 Penalty: 4641.132324
	Iteration 37Q: 3 clusters Score -1138111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1138120.250000 Penalty: 4641.132324
	Iteration 38Q: 3 clusters Score -1138120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1138126.250000 Penalty: 4641.132324
	Iteration 39Q: 3 clusters Score -1138126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1138130.625000 Penalty: 4641.132324
	Iteration 40F: 3 clusters Score -1138131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1138135.125000 Penalty: 4641.132324
	Iteration 41Q: 3 clusters Score -1138135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1138138.500000 Penalty: 4641.132324
	Iteration 42Q: 3 clusters Score -1138138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1138137.250000 Penalty: 4641.132324
	Iteration 43Q: 3 clusters Score -1138137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1138141.875000 Penalty: 4641.132324
	Iteration 44Q: 3 clusters Score -1138142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1138140.375000 Penalty: 4641.132324
	Iteration 45Q: 3 clusters Score -1138140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1138138.625000 Penalty: 4641.132324
	Iteration 46Q: 3 clusters Score -1138139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1138141.500000 Penalty: 4641.132324
	Iteration 47Q: 3 clusters Score -1138142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1138143.000000 Penalty: 4641.132324
	Iteration 48Q: 3 clusters Score -1138143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1138145.000000 Penalty: 4641.132324
	Iteration 49Q: 3 clusters Score -1138145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1138149.375000 Penalty: 4641.132324
	Iteration 50Q: 3 clusters Score -1138149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1138154.125000 Penalty: 4641.132324
	Iteration 51Q: 3 clusters Score -1138154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1138156.500000 Penalty: 4641.132324
	Iteration 52Q: 3 clusters Score -1138156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1138159.625000 Penalty: 4641.132324
	Iteration 53Q: 3 clusters Score -1138160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1138159.625000 Penalty: 4641.132324
	Iteration 54F: 3 clusters Score -1138160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -54049.640625 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -54049.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -52508.265625 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -52508.27 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -52950.839844 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -52950.84 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -53228.101562 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -53228.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -53386.578125 Penalty: 3197.863525
	Iteration 3Q: 3 clusters Score -53386.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -53432.714844 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -53432.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -53451.546875 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -53451.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -53463.152344 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -53463.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -53465.218750 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -53465.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -53467.449219 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -53467.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -53471.316406 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -53471.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -53477.191406 Penalty: 3197.863525
	Iteration 10Q: 3 clusters Score -53477.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -53488.726562 Penalty: 3197.863525
	Iteration 11Q: 3 clusters Score -53488.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -53498.335938 Penalty: 3197.863525
	Iteration 12Q: 3 clusters Score -53498.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -53508.257812 Penalty: 3197.863525
	Iteration 13Q: 3 clusters Score -53508.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -53524.644531 Penalty: 3197.863525
	Iteration 14Q: 3 clusters Score -53524.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -53547.652344 Penalty: 3197.863525
	Iteration 15Q: 3 clusters Score -53547.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -53570.468750 Penalty: 3197.863525
	Iteration 16Q: 3 clusters Score -53570.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -53583.566406 Penalty: 3197.863525
	Iteration 17Q: 3 clusters Score -53583.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -53593.070312 Penalty: 3197.863525
	Iteration 18Q: 3 clusters Score -53593.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -53608.421875 Penalty: 3197.863525
	Iteration 19Q: 3 clusters Score -53608.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -53651.195312 Penalty: 3197.863525
	Iteration 20F: 3 clusters Score -53651.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -53771.703125 Penalty: 3197.863525
	Iteration 21Q: 3 clusters Score -53771.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -53849.328125 Penalty: 3197.863525
	Iteration 22Q: 3 clusters Score -53849.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -53918.093750 Penalty: 3197.863525
	Iteration 23Q: 3 clusters Score -53918.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -53942.812500 Penalty: 3197.863525
	Iteration 24Q: 3 clusters Score -53942.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -53975.015625 Penalty: 3197.863525
	Iteration 25Q: 3 clusters Score -53975.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -53985.632812 Penalty: 3197.863525
	Iteration 26Q: 3 clusters Score -53985.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -53998.656250 Penalty: 3197.863525
	Iteration 27Q: 3 clusters Score -53998.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -54023.722656 Penalty: 3197.863525
	Iteration 28Q: 3 clusters Score -54023.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -54052.492188 Penalty: 3197.863525
	Iteration 29Q: 3 clusters Score -54052.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -54102.351562 Penalty: 3197.863525
	Iteration 30Q: 3 clusters Score -54102.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -54137.410156 Penalty: 3197.863525
	Iteration 31Q: 3 clusters Score -54137.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -54214.050781 Penalty: 3197.863525
	Iteration 32Q: 3 clusters Score -54214.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -54245.613281 Penalty: 3197.863525
	Iteration 33Q: 3 clusters Score -54245.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -54245.613281 Penalty: 3197.863525
	Iteration 34F: 3 clusters Score -54245.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 337 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9128 members 
Mstep: Class 6 contains 17154 members 
Mstep: Class 7 contains 11344 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 9145 members 
Mstep: Class 10 contains 29590 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14641 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10828 members 
Mstep: Class 19 contains 11621 members 
Mstep: Class 20 contains 6828 members 
Mstep: Class 21 contains 26110 members 
Mstep: Class 22 contains 29121 members 
Mstep: Class 23 contains 28316 members 
Mstep: Class 24 contains 35899 members 
Mstep: Class 25 contains 5360 members 
Mstep: Class 26 contains 34971 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3351 members 
Mstep: Class 29 contains 6385 members 
Mstep: Class 30 contains 89797 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13730 members 
Mstep: Class 33 contains 8408 members 
Mstep: Class 34 contains 5439 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14065 members 
Mstep: Class 38 contains 9484 members 
Mstep: Class 39 contains 10527 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14870 members 
Mstep: Class 43 contains 5650 members 
Mstep: Class 44 contains 13165 members 
Mstep: Class 45 contains 22347 members 
Mstep: Class 46 contains 30998 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10952 members 
Mstep: Class 50 contains 16859 members 
Mstep: Class 51 contains 21893 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 294 members 
Entering Unmasked Estep 
Score: -64767532.000000 Penalty: 179211.343750
Splitting cluster 2 changes total score from -64769056.000000 to -64767532.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (4133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Entering Unmasked Estep 
Score: -328724.656250 Penalty: 2065.036133
	Iteration 0F: 2 clusters Score -328724.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -324713.125000 Penalty: 4130.072266
	Iteration 0F: 3 clusters Score -324713.1 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -325643.031250 Penalty: 4130.072266
	Iteration 1F: 3 clusters Score -325643 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -325885.406250 Penalty: 4130.072266
	Iteration 2F: 3 clusters Score -325885.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -326044.968750 Penalty: 4130.072266
	Iteration 3F: 3 clusters Score -326045 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -326200.000000 Penalty: 4130.072266
	Iteration 4Q: 3 clusters Score -326200 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -326360.875000 Penalty: 4130.072266
	Iteration 5Q: 3 clusters Score -326360.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -326519.531250 Penalty: 4130.072266
	Iteration 6Q: 3 clusters Score -326519.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -326667.656250 Penalty: 4130.072266
	Iteration 7Q: 3 clusters Score -326667.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -326799.562500 Penalty: 4130.072266
	Iteration 8Q: 3 clusters Score -326799.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -326914.156250 Penalty: 4130.072266
	Iteration 9Q: 3 clusters Score -326914.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -327024.031250 Penalty: 4130.072266
	Iteration 10Q: 3 clusters Score -327024 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -327142.937500 Penalty: 4130.072266
	Iteration 11Q: 3 clusters Score -327142.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -327258.062500 Penalty: 4130.072266
	Iteration 12Q: 3 clusters Score -327258.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -327358.187500 Penalty: 4130.072266
	Iteration 13Q: 3 clusters Score -327358.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -327442.437500 Penalty: 4130.072266
	Iteration 14Q: 3 clusters Score -327442.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -327513.593750 Penalty: 4130.072266
	Iteration 15Q: 3 clusters Score -327513.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -327584.750000 Penalty: 4130.072266
	Iteration 16Q: 3 clusters Score -327584.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -327632.656250 Penalty: 4130.072266
	Iteration 17Q: 3 clusters Score -327632.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -327668.406250 Penalty: 4130.072266
	Iteration 18Q: 3 clusters Score -327668.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -327686.156250 Penalty: 4130.072266
	Iteration 19Q: 3 clusters Score -327686.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -327692.875000 Penalty: 4130.072266
	Iteration 20F: 3 clusters Score -327692.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -327699.843750 Penalty: 4130.072266
	Iteration 21Q: 3 clusters Score -327699.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -327706.468750 Penalty: 4130.072266
	Iteration 22Q: 3 clusters Score -327706.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -327711.343750 Penalty: 4130.072266
	Iteration 23Q: 3 clusters Score -327711.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -327712.437500 Penalty: 4130.072266
	Iteration 24Q: 3 clusters Score -327712.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -327716.250000 Penalty: 4130.072266
	Iteration 25Q: 3 clusters Score -327716.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -327720.906250 Penalty: 4130.072266
	Iteration 26Q: 3 clusters Score -327720.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -327724.906250 Penalty: 4130.072266
	Iteration 27Q: 3 clusters Score -327724.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -327728.281250 Penalty: 4130.072266
	Iteration 28Q: 3 clusters Score -327728.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -327732.531250 Penalty: 4130.072266
	Iteration 29Q: 3 clusters Score -327732.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -327735.656250 Penalty: 4130.072266
	Iteration 30Q: 3 clusters Score -327735.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -327737.093750 Penalty: 4130.072266
	Iteration 31Q: 3 clusters Score -327737.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -327738.312500 Penalty: 4130.072266
	Iteration 32Q: 3 clusters Score -327738.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -327738.281250 Penalty: 4130.072266
	Iteration 33Q: 3 clusters Score -327738.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -327738.281250 Penalty: 4130.072266
	Iteration 34F: 3 clusters Score -327738.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Entering Unmasked Estep 
Score: -572309.312500 Penalty: 2125.071289
	Iteration 0F: 2 clusters Score -572309.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -567539.125000 Penalty: 4250.142578
	Iteration 0F: 3 clusters Score -567539.1 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -568725.812500 Penalty: 4250.142578
	Iteration 1F: 3 clusters Score -568725.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -568952.687500 Penalty: 4250.142578
	Iteration 2F: 3 clusters Score -568952.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -569065.937500 Penalty: 4250.142578
	Iteration 3Q: 3 clusters Score -569065.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -569150.562500 Penalty: 4250.142578
	Iteration 4Q: 3 clusters Score -569150.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -569199.312500 Penalty: 4250.142578
	Iteration 5Q: 3 clusters Score -569199.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -569238.437500 Penalty: 4250.142578
	Iteration 6Q: 3 clusters Score -569238.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -569263.875000 Penalty: 4250.142578
	Iteration 7Q: 3 clusters Score -569263.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -569287.312500 Penalty: 4250.142578
	Iteration 8Q: 3 clusters Score -569287.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -569308.562500 Penalty: 4250.142578
	Iteration 9Q: 3 clusters Score -569308.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -569328.937500 Penalty: 4250.142578
	Iteration 10Q: 3 clusters Score -569328.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -569346.562500 Penalty: 4250.142578
	Iteration 11Q: 3 clusters Score -569346.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -569356.937500 Penalty: 4250.142578
	Iteration 12Q: 3 clusters Score -569356.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -569371.562500 Penalty: 4250.142578
	Iteration 13Q: 3 clusters Score -569371.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -569382.062500 Penalty: 4250.142578
	Iteration 14Q: 3 clusters Score -569382.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -569392.625000 Penalty: 4250.142578
	Iteration 15Q: 3 clusters Score -569392.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -569401.687500 Penalty: 4250.142578
	Iteration 16Q: 3 clusters Score -569401.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -569410.937500 Penalty: 4250.142578
	Iteration 17Q: 3 clusters Score -569410.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -569420.625000 Penalty: 4250.142578
	Iteration 18Q: 3 clusters Score -569420.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -569427.000000 Penalty: 4250.142578
	Iteration 19Q: 3 clusters Score -569427 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -569436.437500 Penalty: 4250.142578
	Iteration 20F: 3 clusters Score -569436.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -569442.312500 Penalty: 4250.142578
	Iteration 21Q: 3 clusters Score -569442.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -569446.125000 Penalty: 4250.142578
	Iteration 22Q: 3 clusters Score -569446.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -569448.562500 Penalty: 4250.142578
	Iteration 23Q: 3 clusters Score -569448.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -569453.187500 Penalty: 4250.142578
	Iteration 24Q: 3 clusters Score -569453.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -569461.437500 Penalty: 4250.142578
	Iteration 25Q: 3 clusters Score -569461.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -569472.062500 Penalty: 4250.142578
	Iteration 26Q: 3 clusters Score -569472.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -569481.500000 Penalty: 4250.142578
	Iteration 27Q: 3 clusters Score -569481.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -569495.062500 Penalty: 4250.142578
	Iteration 28Q: 3 clusters Score -569495.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -569511.687500 Penalty: 4250.142578
	Iteration 29Q: 3 clusters Score -569511.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -569531.062500 Penalty: 4250.142578
	Iteration 30Q: 3 clusters Score -569531.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -569551.687500 Penalty: 4250.142578
	Iteration 31Q: 3 clusters Score -569551.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -569571.625000 Penalty: 4250.142578
	Iteration 32Q: 3 clusters Score -569571.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -569592.187500 Penalty: 4250.142578
	Iteration 33Q: 3 clusters Score -569592.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -569609.312500 Penalty: 4250.142578
	Iteration 34Q: 3 clusters Score -569609.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -569632.312500 Penalty: 4250.142578
	Iteration 35Q: 3 clusters Score -569632.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -569658.187500 Penalty: 4250.142578
	Iteration 36Q: 3 clusters Score -569658.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -569692.937500 Penalty: 4250.142578
	Iteration 37Q: 3 clusters Score -569692.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -569736.500000 Penalty: 4250.142578
	Iteration 38Q: 3 clusters Score -569736.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -569795.812500 Penalty: 4250.142578
	Iteration 39Q: 3 clusters Score -569795.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -569869.250000 Penalty: 4250.142578
	Iteration 40F: 3 clusters Score -569869.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -569972.937500 Penalty: 4250.142578
	Iteration 41Q: 3 clusters Score -569972.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -570097.375000 Penalty: 4250.142578
	Iteration 42Q: 3 clusters Score -570097.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -570220.375000 Penalty: 4250.142578
	Iteration 43Q: 3 clusters Score -570220.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -570333.562500 Penalty: 4250.142578
	Iteration 44Q: 3 clusters Score -570333.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -570452.875000 Penalty: 4250.142578
	Iteration 45Q: 3 clusters Score -570452.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -570557.750000 Penalty: 4250.142578
	Iteration 46Q: 3 clusters Score -570557.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -570638.687500 Penalty: 4250.142578
	Iteration 47Q: 3 clusters Score -570638.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -570702.250000 Penalty: 4250.142578
	Iteration 48Q: 3 clusters Score -570702.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -570738.250000 Penalty: 4250.142578
	Iteration 49Q: 3 clusters Score -570738.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -570775.750000 Penalty: 4250.142578
	Iteration 50Q: 3 clusters Score -570775.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -570821.937500 Penalty: 4250.142578
	Iteration 51Q: 3 clusters Score -570821.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -570862.187500 Penalty: 4250.142578
	Iteration 52Q: 3 clusters Score -570862.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -570911.687500 Penalty: 4250.142578
	Iteration 53Q: 3 clusters Score -570911.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -570971.937500 Penalty: 4250.142578
	Iteration 54Q: 3 clusters Score -570971.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -571056.750000 Penalty: 4250.142578
	Iteration 55Q: 3 clusters Score -571056.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -571143.687500 Penalty: 4250.142578
	Iteration 56Q: 3 clusters Score -571143.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -571235.625000 Penalty: 4250.142578
	Iteration 57Q: 3 clusters Score -571235.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -571340.062500 Penalty: 4250.142578
	Iteration 58Q: 3 clusters Score -571340.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -571412.187500 Penalty: 4250.142578
	Iteration 59Q: 3 clusters Score -571412.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -571468.187500 Penalty: 4250.142578
	Iteration 60F: 3 clusters Score -571468.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -571517.625000 Penalty: 4250.142578
	Iteration 61Q: 3 clusters Score -571517.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -571584.500000 Penalty: 4250.142578
	Iteration 62Q: 3 clusters Score -571584.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -571646.062500 Penalty: 4250.142578
	Iteration 63Q: 3 clusters Score -571646.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -571702.687500 Penalty: 4250.142578
	Iteration 64Q: 3 clusters Score -571702.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -571745.625000 Penalty: 4250.142578
	Iteration 65Q: 3 clusters Score -571745.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -571772.625000 Penalty: 4250.142578
	Iteration 66Q: 3 clusters Score -571772.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -571794.125000 Penalty: 4250.142578
	Iteration 67Q: 3 clusters Score -571794.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -571808.250000 Penalty: 4250.142578
	Iteration 68Q: 3 clusters Score -571808.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -571822.062500 Penalty: 4250.142578
	Iteration 69Q: 3 clusters Score -571822.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -571828.875000 Penalty: 4250.142578
	Iteration 70Q: 3 clusters Score -571828.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -571834.812500 Penalty: 4250.142578
	Iteration 71Q: 3 clusters Score -571834.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -571836.062500 Penalty: 4250.142578
	Iteration 72Q: 3 clusters Score -571836.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -571839.937500 Penalty: 4250.142578
	Iteration 73Q: 3 clusters Score -571839.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -571844.375000 Penalty: 4250.142578
	Iteration 74Q: 3 clusters Score -571844.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -571848.250000 Penalty: 4250.142578
	Iteration 75Q: 3 clusters Score -571848.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -571853.312500 Penalty: 4250.142578
	Iteration 76Q: 3 clusters Score -571853.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -571856.687500 Penalty: 4250.142578
	Iteration 77Q: 3 clusters Score -571856.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -571857.812500 Penalty: 4250.142578
	Iteration 78Q: 3 clusters Score -571857.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -571859.250000 Penalty: 4250.142578
	Iteration 79Q: 3 clusters Score -571859.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -571861.625000 Penalty: 4250.142578
	Iteration 80F: 3 clusters Score -571861.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -571863.500000 Penalty: 4250.142578
	Iteration 81Q: 3 clusters Score -571863.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -571863.500000 Penalty: 4250.142578
	Iteration 82Q: 3 clusters Score -571863.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -571864.437500 Penalty: 4250.142578
	Iteration 83Q: 3 clusters Score -571864.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -571866.250000 Penalty: 4250.142578
	Iteration 84Q: 3 clusters Score -571866.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -571866.250000 Penalty: 4250.142578
	Iteration 85F: 3 clusters Score -571866.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Entering Unmasked Estep 
Score: -899932.187500 Penalty: 2261.537109
	Iteration 0F: 2 clusters Score -899932.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -892850.687500 Penalty: 4523.074219
	Iteration 0F: 3 clusters Score -892850.7 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -894898.937500 Penalty: 4523.074219
	Iteration 1F: 3 clusters Score -894898.9 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -895227.750000 Penalty: 4523.074219
	Iteration 2F: 3 clusters Score -895227.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -895484.875000 Penalty: 4523.074219
	Iteration 3F: 3 clusters Score -895484.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -895716.250000 Penalty: 4523.074219
	Iteration 4Q: 3 clusters Score -895716.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -895922.812500 Penalty: 4523.074219
	Iteration 5Q: 3 clusters Score -895922.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -896097.312500 Penalty: 4523.074219
	Iteration 6Q: 3 clusters Score -896097.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -896246.375000 Penalty: 4523.074219
	Iteration 7Q: 3 clusters Score -896246.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -896392.812500 Penalty: 4523.074219
	Iteration 8Q: 3 clusters Score -896392.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -896549.687500 Penalty: 4523.074219
	Iteration 9Q: 3 clusters Score -896549.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -896723.812500 Penalty: 4523.074219
	Iteration 10Q: 3 clusters Score -896723.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -896878.187500 Penalty: 4523.074219
	Iteration 11Q: 3 clusters Score -896878.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -897013.812500 Penalty: 4523.074219
	Iteration 12Q: 3 clusters Score -897013.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -897156.562500 Penalty: 4523.074219
	Iteration 13Q: 3 clusters Score -897156.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -897287.750000 Penalty: 4523.074219
	Iteration 14Q: 3 clusters Score -897287.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -897427.187500 Penalty: 4523.074219
	Iteration 15Q: 3 clusters Score -897427.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -897534.562500 Penalty: 4523.074219
	Iteration 16Q: 3 clusters Score -897534.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -897619.625000 Penalty: 4523.074219
	Iteration 17Q: 3 clusters Score -897619.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -897687.125000 Penalty: 4523.074219
	Iteration 18Q: 3 clusters Score -897687.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -897744.625000 Penalty: 4523.074219
	Iteration 19Q: 3 clusters Score -897744.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -897787.125000 Penalty: 4523.074219
	Iteration 20F: 3 clusters Score -897787.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -897824.937500 Penalty: 4523.074219
	Iteration 21Q: 3 clusters Score -897824.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -897863.125000 Penalty: 4523.074219
	Iteration 22Q: 3 clusters Score -897863.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -897890.187500 Penalty: 4523.074219
	Iteration 23Q: 3 clusters Score -897890.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -897920.875000 Penalty: 4523.074219
	Iteration 24Q: 3 clusters Score -897920.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -897943.125000 Penalty: 4523.074219
	Iteration 25Q: 3 clusters Score -897943.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -897958.187500 Penalty: 4523.074219
	Iteration 26Q: 3 clusters Score -897958.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -897968.187500 Penalty: 4523.074219
	Iteration 27Q: 3 clusters Score -897968.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -897973.625000 Penalty: 4523.074219
	Iteration 28Q: 3 clusters Score -897973.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -897979.000000 Penalty: 4523.074219
	Iteration 29Q: 3 clusters Score -897979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -897980.937500 Penalty: 4523.074219
	Iteration 30Q: 3 clusters Score -897980.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -897982.125000 Penalty: 4523.074219
	Iteration 31Q: 3 clusters Score -897982.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -897983.625000 Penalty: 4523.074219
	Iteration 32Q: 3 clusters Score -897983.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -897990.187500 Penalty: 4523.074219
	Iteration 33Q: 3 clusters Score -897990.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -897994.375000 Penalty: 4523.074219
	Iteration 34Q: 3 clusters Score -897994.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -897999.125000 Penalty: 4523.074219
	Iteration 35Q: 3 clusters Score -897999.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -898001.187500 Penalty: 4523.074219
	Iteration 36Q: 3 clusters Score -898001.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -898000.937500 Penalty: 4523.074219
	Iteration 37Q: 3 clusters Score -898000.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -898004.562500 Penalty: 4523.074219
	Iteration 38Q: 3 clusters Score -898004.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -898004.875000 Penalty: 4523.074219
	Iteration 39Q: 3 clusters Score -898004.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -898004.875000 Penalty: 4523.074219
	Iteration 40F: 3 clusters Score -898004.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Entering Unmasked Estep 
Score: -1860312.250000 Penalty: 2417.996582
	Iteration 0F: 2 clusters Score -1860312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1847972.625000 Penalty: 4835.993164
	Iteration 0F: 3 clusters Score -1847973 nChanged 7493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1852000.500000 Penalty: 4835.993164
	Iteration 1F: 3 clusters Score -1852000 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1852498.625000 Penalty: 4835.993164
	Iteration 2F: 3 clusters Score -1852499 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1852965.125000 Penalty: 4835.993164
	Iteration 3F: 3 clusters Score -1852965 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1853458.250000 Penalty: 4835.993164
	Iteration 4F: 3 clusters Score -1853458 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1853958.500000 Penalty: 4835.993164
	Iteration 5F: 3 clusters Score -1853958 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1854454.250000 Penalty: 4835.993164
	Iteration 6F: 3 clusters Score -1854454 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1854946.375000 Penalty: 4835.993164
	Iteration 7Q: 3 clusters Score -1854946 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1855390.250000 Penalty: 4835.993164
	Iteration 8Q: 3 clusters Score -1855390 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1855758.750000 Penalty: 4835.993164
	Iteration 9Q: 3 clusters Score -1855759 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1856062.875000 Penalty: 4835.993164
	Iteration 10Q: 3 clusters Score -1856063 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1856359.625000 Penalty: 4835.993164
	Iteration 11Q: 3 clusters Score -1856360 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1856620.500000 Penalty: 4835.993164
	Iteration 12Q: 3 clusters Score -1856620 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -1856874.000000 Penalty: 4835.993164
	Iteration 13Q: 3 clusters Score -1856874 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -1857070.750000 Penalty: 4835.993164
	Iteration 14Q: 3 clusters Score -1857071 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -1857271.000000 Penalty: 4835.993164
	Iteration 15Q: 3 clusters Score -1857271 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -1857439.875000 Penalty: 4835.993164
	Iteration 16Q: 3 clusters Score -1857440 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -1857561.750000 Penalty: 4835.993164
	Iteration 17Q: 3 clusters Score -1857562 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -1857647.750000 Penalty: 4835.993164
	Iteration 18Q: 3 clusters Score -1857648 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -1857746.750000 Penalty: 4835.993164
	Iteration 19Q: 3 clusters Score -1857747 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -1857827.625000 Penalty: 4835.993164
	Iteration 20F: 3 clusters Score -1857828 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -1857892.125000 Penalty: 4835.993164
	Iteration 21Q: 3 clusters Score -1857892 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -1857950.625000 Penalty: 4835.993164
	Iteration 22Q: 3 clusters Score -1857951 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -1857998.875000 Penalty: 4835.993164
	Iteration 23Q: 3 clusters Score -1857999 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -1858039.000000 Penalty: 4835.993164
	Iteration 24Q: 3 clusters Score -1858039 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -1858077.750000 Penalty: 4835.993164
	Iteration 25Q: 3 clusters Score -1858078 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -1858105.625000 Penalty: 4835.993164
	Iteration 26Q: 3 clusters Score -1858106 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -1858132.250000 Penalty: 4835.993164
	Iteration 27Q: 3 clusters Score -1858132 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -1858154.875000 Penalty: 4835.993164
	Iteration 28Q: 3 clusters Score -1858155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -1858182.500000 Penalty: 4835.993164
	Iteration 29Q: 3 clusters Score -1858182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -1858201.625000 Penalty: 4835.993164
	Iteration 30Q: 3 clusters Score -1858202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -1858218.250000 Penalty: 4835.993164
	Iteration 31Q: 3 clusters Score -1858218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -1858228.500000 Penalty: 4835.993164
	Iteration 32Q: 3 clusters Score -1858228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -1858240.500000 Penalty: 4835.993164
	Iteration 33Q: 3 clusters Score -1858240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -1858253.625000 Penalty: 4835.993164
	Iteration 34Q: 3 clusters Score -1858254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -1858260.875000 Penalty: 4835.993164
	Iteration 35Q: 3 clusters Score -1858261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -1858269.375000 Penalty: 4835.993164
	Iteration 36Q: 3 clusters Score -1858269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -1858278.375000 Penalty: 4835.993164
	Iteration 37Q: 3 clusters Score -1858278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -1858288.125000 Penalty: 4835.993164
	Iteration 38Q: 3 clusters Score -1858288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -1858298.000000 Penalty: 4835.993164
	Iteration 39Q: 3 clusters Score -1858298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -1858299.375000 Penalty: 4835.993164
	Iteration 40F: 3 clusters Score -1858299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -1858302.000000 Penalty: 4835.993164
	Iteration 41Q: 3 clusters Score -1858302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -1858303.375000 Penalty: 4835.993164
	Iteration 42Q: 3 clusters Score -1858303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -1858306.250000 Penalty: 4835.993164
	Iteration 43Q: 3 clusters Score -1858306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -1858306.625000 Penalty: 4835.993164
	Iteration 44Q: 3 clusters Score -1858307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -1858311.750000 Penalty: 4835.993164
	Iteration 45Q: 3 clusters Score -1858312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -1858313.625000 Penalty: 4835.993164
	Iteration 46Q: 3 clusters Score -1858314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -1858313.625000 Penalty: 4835.993164
	Iteration 47F: 3 clusters Score -1858314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Entering Unmasked Estep 
Score: -1258063.875000 Penalty: 2315.437988
	Iteration 0F: 2 clusters Score -1258064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1249476.250000 Penalty: 4630.875977
	Iteration 0F: 3 clusters Score -1249476 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1251950.500000 Penalty: 4630.875977
	Iteration 1F: 3 clusters Score -1251950 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1252198.750000 Penalty: 4630.875977
	Iteration 2F: 3 clusters Score -1252199 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1252381.625000 Penalty: 4630.875977
	Iteration 3Q: 3 clusters Score -1252382 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1252547.000000 Penalty: 4630.875977
	Iteration 4Q: 3 clusters Score -1252547 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1252703.375000 Penalty: 4630.875977
	Iteration 5Q: 3 clusters Score -1252703 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1252839.875000 Penalty: 4630.875977
	Iteration 6Q: 3 clusters Score -1252840 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1252969.625000 Penalty: 4630.875977
	Iteration 7Q: 3 clusters Score -1252970 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1253109.000000 Penalty: 4630.875977
	Iteration 8Q: 3 clusters Score -1253109 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1253270.000000 Penalty: 4630.875977
	Iteration 9Q: 3 clusters Score -1253270 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1253457.500000 Penalty: 4630.875977
	Iteration 10Q: 3 clusters Score -1253458 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1253671.625000 Penalty: 4630.875977
	Iteration 11Q: 3 clusters Score -1253672 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1253928.000000 Penalty: 4630.875977
	Iteration 12Q: 3 clusters Score -1253928 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1254238.500000 Penalty: 4630.875977
	Iteration 13Q: 3 clusters Score -1254238 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1254588.625000 Penalty: 4630.875977
	Iteration 14Q: 3 clusters Score -1254589 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1254918.750000 Penalty: 4630.875977
	Iteration 15Q: 3 clusters Score -1254919 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1255214.625000 Penalty: 4630.875977
	Iteration 16Q: 3 clusters Score -1255215 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1255439.875000 Penalty: 4630.875977
	Iteration 17Q: 3 clusters Score -1255440 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1255599.375000 Penalty: 4630.875977
	Iteration 18Q: 3 clusters Score -1255599 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1255706.375000 Penalty: 4630.875977
	Iteration 19Q: 3 clusters Score -1255706 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1255796.625000 Penalty: 4630.875977
	Iteration 20F: 3 clusters Score -1255797 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1255850.000000 Penalty: 4630.875977
	Iteration 21Q: 3 clusters Score -1255850 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1255890.000000 Penalty: 4630.875977
	Iteration 22Q: 3 clusters Score -1255890 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1255925.375000 Penalty: 4630.875977
	Iteration 23Q: 3 clusters Score -1255925 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1255949.000000 Penalty: 4630.875977
	Iteration 24Q: 3 clusters Score -1255949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1255962.750000 Penalty: 4630.875977
	Iteration 25Q: 3 clusters Score -1255963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1255977.250000 Penalty: 4630.875977
	Iteration 26Q: 3 clusters Score -1255977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1255985.875000 Penalty: 4630.875977
	Iteration 27Q: 3 clusters Score -1255986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1255993.375000 Penalty: 4630.875977
	Iteration 28Q: 3 clusters Score -1255993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1256002.250000 Penalty: 4630.875977
	Iteration 29Q: 3 clusters Score -1256002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1256006.375000 Penalty: 4630.875977
	Iteration 30Q: 3 clusters Score -1256006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1256010.875000 Penalty: 4630.875977
	Iteration 31Q: 3 clusters Score -1256011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1256015.625000 Penalty: 4630.875977
	Iteration 32Q: 3 clusters Score -1256016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1256016.875000 Penalty: 4630.875977
	Iteration 33Q: 3 clusters Score -1256017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1256017.750000 Penalty: 4630.875977
	Iteration 34Q: 3 clusters Score -1256018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1256019.500000 Penalty: 4630.875977
	Iteration 35Q: 3 clusters Score -1256020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1256018.125000 Penalty: 4630.875977
	Iteration 36Q: 3 clusters Score -1256018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1256018.125000 Penalty: 4630.875977
	Iteration 37F: 3 clusters Score -1256018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Entering Unmasked Estep 
Score: -963997.687500 Penalty: 2255.291748
	Iteration 0F: 2 clusters Score -963997.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -956992.375000 Penalty: 4510.583496
	Iteration 0F: 3 clusters Score -956992.4 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -958992.500000 Penalty: 4510.583496
	Iteration 1F: 3 clusters Score -958992.5 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -959478.250000 Penalty: 4510.583496
	Iteration 2F: 3 clusters Score -959478.2 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -960067.437500 Penalty: 4510.583496
	Iteration 3F: 3 clusters Score -960067.4 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -960651.750000 Penalty: 4510.583496
	Iteration 4F: 3 clusters Score -960651.8 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -961226.812500 Penalty: 4510.583496
	Iteration 5F: 3 clusters Score -961226.8 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -961739.125000 Penalty: 4510.583496
	Iteration 6F: 3 clusters Score -961739.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -962271.937500 Penalty: 4510.583496
	Iteration 7F: 3 clusters Score -962271.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -962750.937500 Penalty: 4510.583496
	Iteration 8F: 3 clusters Score -962750.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -963045.375000 Penalty: 4510.583496
	Iteration 9Q: 3 clusters Score -963045.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -963176.062500 Penalty: 4510.583496
	Iteration 10Q: 3 clusters Score -963176.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -963236.250000 Penalty: 4510.583496
	Iteration 11Q: 3 clusters Score -963236.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -963258.125000 Penalty: 4510.583496
	Iteration 12Q: 3 clusters Score -963258.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -963272.750000 Penalty: 4510.583496
	Iteration 13Q: 3 clusters Score -963272.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -963282.875000 Penalty: 4510.583496
	Iteration 14Q: 3 clusters Score -963282.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -963289.312500 Penalty: 4510.583496
	Iteration 15Q: 3 clusters Score -963289.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -963294.750000 Penalty: 4510.583496
	Iteration 16Q: 3 clusters Score -963294.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -963299.000000 Penalty: 4510.583496
	Iteration 17Q: 3 clusters Score -963299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -963304.187500 Penalty: 4510.583496
	Iteration 18Q: 3 clusters Score -963304.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -963305.062500 Penalty: 4510.583496
	Iteration 19Q: 3 clusters Score -963305.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -963307.687500 Penalty: 4510.583496
	Iteration 20F: 3 clusters Score -963307.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -963309.875000 Penalty: 4510.583496
	Iteration 21Q: 3 clusters Score -963309.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -963310.062500 Penalty: 4510.583496
	Iteration 22Q: 3 clusters Score -963310.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -963310.625000 Penalty: 4510.583496
	Iteration 23Q: 3 clusters Score -963310.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -963311.312500 Penalty: 4510.583496
	Iteration 24Q: 3 clusters Score -963311.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -963311.750000 Penalty: 4510.583496
	Iteration 25Q: 3 clusters Score -963311.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -963309.875000 Penalty: 4510.583496
	Iteration 26Q: 3 clusters Score -963309.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -963309.875000 Penalty: 4510.583496
	Iteration 27F: 3 clusters Score -963309.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Entering Unmasked Estep 
Score: -911648.875000 Penalty: 2261.998535
	Iteration 0F: 2 clusters Score -911648.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -904569.562500 Penalty: 4523.997070
	Iteration 0F: 3 clusters Score -904569.6 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -906791.062500 Penalty: 4523.997070
	Iteration 1F: 3 clusters Score -906791.1 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -907513.187500 Penalty: 4523.997070
	Iteration 2F: 3 clusters Score -907513.2 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -908290.250000 Penalty: 4523.997070
	Iteration 3F: 3 clusters Score -908290.2 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -909059.500000 Penalty: 4523.997070
	Iteration 4F: 3 clusters Score -909059.5 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -909697.812500 Penalty: 4523.997070
	Iteration 5F: 3 clusters Score -909697.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -910044.312500 Penalty: 4523.997070
	Iteration 6F: 3 clusters Score -910044.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -910249.437500 Penalty: 4523.997070
	Iteration 7Q: 3 clusters Score -910249.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -910395.250000 Penalty: 4523.997070
	Iteration 8Q: 3 clusters Score -910395.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -910496.375000 Penalty: 4523.997070
	Iteration 9Q: 3 clusters Score -910496.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -910556.437500 Penalty: 4523.997070
	Iteration 10Q: 3 clusters Score -910556.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -910590.312500 Penalty: 4523.997070
	Iteration 11Q: 3 clusters Score -910590.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -910607.812500 Penalty: 4523.997070
	Iteration 12Q: 3 clusters Score -910607.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -910623.375000 Penalty: 4523.997070
	Iteration 13Q: 3 clusters Score -910623.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -910635.500000 Penalty: 4523.997070
	Iteration 14Q: 3 clusters Score -910635.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -910643.187500 Penalty: 4523.997070
	Iteration 15Q: 3 clusters Score -910643.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -910650.500000 Penalty: 4523.997070
	Iteration 16Q: 3 clusters Score -910650.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -910655.312500 Penalty: 4523.997070
	Iteration 17Q: 3 clusters Score -910655.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -910656.562500 Penalty: 4523.997070
	Iteration 18Q: 3 clusters Score -910656.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -910663.250000 Penalty: 4523.997070
	Iteration 19Q: 3 clusters Score -910663.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -910664.750000 Penalty: 4523.997070
	Iteration 20F: 3 clusters Score -910664.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -910668.437500 Penalty: 4523.997070
	Iteration 21Q: 3 clusters Score -910668.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -910670.312500 Penalty: 4523.997070
	Iteration 22Q: 3 clusters Score -910670.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -910666.812500 Penalty: 4523.997070
	Iteration 23Q: 3 clusters Score -910666.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -910666.937500 Penalty: 4523.997070
	Iteration 24Q: 3 clusters Score -910666.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -910669.125000 Penalty: 4523.997070
	Iteration 25Q: 3 clusters Score -910669.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -910668.500000 Penalty: 4523.997070
	Iteration 26Q: 3 clusters Score -910668.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -910668.062500 Penalty: 4523.997070
	Iteration 27Q: 3 clusters Score -910668.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -910669.375000 Penalty: 4523.997070
	Iteration 28Q: 3 clusters Score -910669.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -910669.375000 Penalty: 4523.997070
	Iteration 29F: 3 clusters Score -910669.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Entering Unmasked Estep 
Score: -2936211.500000 Penalty: 2553.207520
	Iteration 0F: 2 clusters Score -2936212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2915888.500000 Penalty: 5106.415039
	Iteration 0F: 3 clusters Score -2915888 nChanged 13342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -2923477.500000 Penalty: 5106.415039
	Iteration 1F: 3 clusters Score -2923478 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2924301.750000 Penalty: 5106.415039
	Iteration 2F: 3 clusters Score -2924302 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -2925169.500000 Penalty: 5106.415039
	Iteration 3F: 3 clusters Score -2925170 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2926131.750000 Penalty: 5106.415039
	Iteration 4F: 3 clusters Score -2926132 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2927124.250000 Penalty: 5106.415039
	Iteration 5F: 3 clusters Score -2927124 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2928069.250000 Penalty: 5106.415039
	Iteration 6F: 3 clusters Score -2928069 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2928919.750000 Penalty: 5106.415039
	Iteration 7F: 3 clusters Score -2928920 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2929620.750000 Penalty: 5106.415039
	Iteration 8Q: 3 clusters Score -2929621 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -2930123.250000 Penalty: 5106.415039
	Iteration 9Q: 3 clusters Score -2930123 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2930469.500000 Penalty: 5106.415039
	Iteration 10Q: 3 clusters Score -2930470 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2930767.500000 Penalty: 5106.415039
	Iteration 11Q: 3 clusters Score -2930768 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2931069.750000 Penalty: 5106.415039
	Iteration 12Q: 3 clusters Score -2931070 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -2931373.250000 Penalty: 5106.415039
	Iteration 13Q: 3 clusters Score -2931373 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2931665.000000 Penalty: 5106.415039
	Iteration 14Q: 3 clusters Score -2931665 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2931965.500000 Penalty: 5106.415039
	Iteration 15Q: 3 clusters Score -2931966 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2932207.000000 Penalty: 5106.415039
	Iteration 16Q: 3 clusters Score -2932207 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2932439.000000 Penalty: 5106.415039
	Iteration 17Q: 3 clusters Score -2932439 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2932645.500000 Penalty: 5106.415039
	Iteration 18Q: 3 clusters Score -2932646 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2932825.000000 Penalty: 5106.415039
	Iteration 19Q: 3 clusters Score -2932825 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2932993.500000 Penalty: 5106.415039
	Iteration 20F: 3 clusters Score -2932994 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -2933146.500000 Penalty: 5106.415039
	Iteration 21Q: 3 clusters Score -2933146 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2933256.750000 Penalty: 5106.415039
	Iteration 22Q: 3 clusters Score -2933257 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2933357.250000 Penalty: 5106.415039
	Iteration 23Q: 3 clusters Score -2933357 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2933444.000000 Penalty: 5106.415039
	Iteration 24Q: 3 clusters Score -2933444 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2933526.750000 Penalty: 5106.415039
	Iteration 25Q: 3 clusters Score -2933527 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2933627.750000 Penalty: 5106.415039
	Iteration 26Q: 3 clusters Score -2933628 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2933718.000000 Penalty: 5106.415039
	Iteration 27Q: 3 clusters Score -2933718 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2933812.500000 Penalty: 5106.415039
	Iteration 28Q: 3 clusters Score -2933812 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2933905.500000 Penalty: 5106.415039
	Iteration 29Q: 3 clusters Score -2933906 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2934005.750000 Penalty: 5106.415039
	Iteration 30Q: 3 clusters Score -2934006 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2934064.750000 Penalty: 5106.415039
	Iteration 31Q: 3 clusters Score -2934065 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2934098.000000 Penalty: 5106.415039
	Iteration 32Q: 3 clusters Score -2934098 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2934124.250000 Penalty: 5106.415039
	Iteration 33Q: 3 clusters Score -2934124 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2934140.500000 Penalty: 5106.415039
	Iteration 34Q: 3 clusters Score -2934140 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2934167.000000 Penalty: 5106.415039
	Iteration 35Q: 3 clusters Score -2934167 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2934185.250000 Penalty: 5106.415039
	Iteration 36Q: 3 clusters Score -2934185 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2934193.750000 Penalty: 5106.415039
	Iteration 37Q: 3 clusters Score -2934194 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2934207.500000 Penalty: 5106.415039
	Iteration 38Q: 3 clusters Score -2934208 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2934212.500000 Penalty: 5106.415039
	Iteration 39Q: 3 clusters Score -2934212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2934229.000000 Penalty: 5106.415039
	Iteration 40F: 3 clusters Score -2934229 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2934240.250000 Penalty: 5106.415039
	Iteration 41Q: 3 clusters Score -2934240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2934247.500000 Penalty: 5106.415039
	Iteration 42Q: 3 clusters Score -2934248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2934258.750000 Penalty: 5106.415039
	Iteration 43Q: 3 clusters Score -2934259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2934264.500000 Penalty: 5106.415039
	Iteration 44Q: 3 clusters Score -2934264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2934276.500000 Penalty: 5106.415039
	Iteration 45Q: 3 clusters Score -2934276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2934285.750000 Penalty: 5106.415039
	Iteration 46Q: 3 clusters Score -2934286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2934295.750000 Penalty: 5106.415039
	Iteration 47Q: 3 clusters Score -2934296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2934310.000000 Penalty: 5106.415039
	Iteration 48Q: 3 clusters Score -2934310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2934319.000000 Penalty: 5106.415039
	Iteration 49Q: 3 clusters Score -2934319 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2934335.000000 Penalty: 5106.415039
	Iteration 50Q: 3 clusters Score -2934335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2934340.750000 Penalty: 5106.415039
	Iteration 51Q: 3 clusters Score -2934341 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2934344.000000 Penalty: 5106.415039
	Iteration 52Q: 3 clusters Score -2934344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2934346.500000 Penalty: 5106.415039
	Iteration 53Q: 3 clusters Score -2934346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2934359.000000 Penalty: 5106.415039
	Iteration 54Q: 3 clusters Score -2934359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2934360.000000 Penalty: 5106.415039
	Iteration 55Q: 3 clusters Score -2934360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2934371.000000 Penalty: 5106.415039
	Iteration 56Q: 3 clusters Score -2934371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2934384.000000 Penalty: 5106.415039
	Iteration 57Q: 3 clusters Score -2934384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2934401.750000 Penalty: 5106.415039
	Iteration 58Q: 3 clusters Score -2934402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2934409.000000 Penalty: 5106.415039
	Iteration 59Q: 3 clusters Score -2934409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2934415.750000 Penalty: 5106.415039
	Iteration 60F: 3 clusters Score -2934416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2934419.750000 Penalty: 5106.415039
	Iteration 61Q: 3 clusters Score -2934420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2934430.000000 Penalty: 5106.415039
	Iteration 62Q: 3 clusters Score -2934430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2934432.000000 Penalty: 5106.415039
	Iteration 63Q: 3 clusters Score -2934432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2934437.000000 Penalty: 5106.415039
	Iteration 64Q: 3 clusters Score -2934437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2934439.000000 Penalty: 5106.415039
	Iteration 65Q: 3 clusters Score -2934439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2934449.000000 Penalty: 5106.415039
	Iteration 66Q: 3 clusters Score -2934449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2934456.750000 Penalty: 5106.415039
	Iteration 67Q: 3 clusters Score -2934457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2934459.250000 Penalty: 5106.415039
	Iteration 68Q: 3 clusters Score -2934459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2934461.250000 Penalty: 5106.415039
	Iteration 69Q: 3 clusters Score -2934461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2934467.750000 Penalty: 5106.415039
	Iteration 70Q: 3 clusters Score -2934468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2934472.250000 Penalty: 5106.415039
	Iteration 71Q: 3 clusters Score -2934472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2934473.750000 Penalty: 5106.415039
	Iteration 72Q: 3 clusters Score -2934474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2934480.000000 Penalty: 5106.415039
	Iteration 73Q: 3 clusters Score -2934480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2934481.750000 Penalty: 5106.415039
	Iteration 74Q: 3 clusters Score -2934482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2934482.500000 Penalty: 5106.415039
	Iteration 75Q: 3 clusters Score -2934482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2934483.500000 Penalty: 5106.415039
	Iteration 76Q: 3 clusters Score -2934484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2934485.250000 Penalty: 5106.415039
	Iteration 77Q: 3 clusters Score -2934485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2934486.750000 Penalty: 5106.415039
	Iteration 78Q: 3 clusters Score -2934487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2934486.500000 Penalty: 5106.415039
	Iteration 79Q: 3 clusters Score -2934486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2934485.250000 Penalty: 5106.415039
	Iteration 80F: 3 clusters Score -2934485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2934487.000000 Penalty: 5106.415039
	Iteration 81Q: 3 clusters Score -2934487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2934492.250000 Penalty: 5106.415039
	Iteration 82Q: 3 clusters Score -2934492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2934495.500000 Penalty: 5106.415039
	Iteration 83Q: 3 clusters Score -2934496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2934498.000000 Penalty: 5106.415039
	Iteration 84Q: 3 clusters Score -2934498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2934498.000000 Penalty: 5106.415039
	Iteration 85Q: 3 clusters Score -2934498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2934498.000000 Penalty: 5106.415039
	Iteration 86F: 3 clusters Score -2934498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Entering Unmasked Estep 
Score: -230014.062500 Penalty: 1920.115723
	Iteration 0F: 2 clusters Score -230014.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -227159.140625 Penalty: 3840.231445
	Iteration 0F: 3 clusters Score -227159.1 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -227685.765625 Penalty: 3840.231445
	Iteration 1F: 3 clusters Score -227685.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -227838.265625 Penalty: 3840.231445
	Iteration 2F: 3 clusters Score -227838.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -227929.437500 Penalty: 3840.231445
	Iteration 3F: 3 clusters Score -227929.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -227981.250000 Penalty: 3840.231445
	Iteration 4Q: 3 clusters Score -227981.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -228014.687500 Penalty: 3840.231445
	Iteration 5Q: 3 clusters Score -228014.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -228044.375000 Penalty: 3840.231445
	Iteration 6Q: 3 clusters Score -228044.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -228073.500000 Penalty: 3840.231445
	Iteration 7Q: 3 clusters Score -228073.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -228094.171875 Penalty: 3840.231445
	Iteration 8Q: 3 clusters Score -228094.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -228116.281250 Penalty: 3840.231445
	Iteration 9Q: 3 clusters Score -228116.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -228142.953125 Penalty: 3840.231445
	Iteration 10Q: 3 clusters Score -228143 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -228166.671875 Penalty: 3840.231445
	Iteration 11Q: 3 clusters Score -228166.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -228199.156250 Penalty: 3840.231445
	Iteration 12Q: 3 clusters Score -228199.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -228237.359375 Penalty: 3840.231445
	Iteration 13Q: 3 clusters Score -228237.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -228274.968750 Penalty: 3840.231445
	Iteration 14Q: 3 clusters Score -228275 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -228304.125000 Penalty: 3840.231445
	Iteration 15Q: 3 clusters Score -228304.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -228327.640625 Penalty: 3840.231445
	Iteration 16Q: 3 clusters Score -228327.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -228340.343750 Penalty: 3840.231445
	Iteration 17Q: 3 clusters Score -228340.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -228353.234375 Penalty: 3840.231445
	Iteration 18Q: 3 clusters Score -228353.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -228363.125000 Penalty: 3840.231445
	Iteration 19Q: 3 clusters Score -228363.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -228373.062500 Penalty: 3840.231445
	Iteration 20F: 3 clusters Score -228373.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -228379.921875 Penalty: 3840.231445
	Iteration 21Q: 3 clusters Score -228379.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -228387.031250 Penalty: 3840.231445
	Iteration 22Q: 3 clusters Score -228387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -228392.265625 Penalty: 3840.231445
	Iteration 23Q: 3 clusters Score -228392.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -228402.671875 Penalty: 3840.231445
	Iteration 24Q: 3 clusters Score -228402.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -228411.796875 Penalty: 3840.231445
	Iteration 25Q: 3 clusters Score -228411.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -228419.156250 Penalty: 3840.231445
	Iteration 26Q: 3 clusters Score -228419.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -228426.921875 Penalty: 3840.231445
	Iteration 27Q: 3 clusters Score -228426.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -228435.453125 Penalty: 3840.231445
	Iteration 28Q: 3 clusters Score -228435.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -228444.406250 Penalty: 3840.231445
	Iteration 29Q: 3 clusters Score -228444.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -228455.640625 Penalty: 3840.231445
	Iteration 30Q: 3 clusters Score -228455.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -228464.687500 Penalty: 3840.231445
	Iteration 31Q: 3 clusters Score -228464.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -228470.250000 Penalty: 3840.231445
	Iteration 32Q: 3 clusters Score -228470.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -228474.937500 Penalty: 3840.231445
	Iteration 33Q: 3 clusters Score -228474.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -228480.578125 Penalty: 3840.231445
	Iteration 34Q: 3 clusters Score -228480.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -228482.968750 Penalty: 3840.231445
	Iteration 35Q: 3 clusters Score -228483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -228486.312500 Penalty: 3840.231445
	Iteration 36Q: 3 clusters Score -228486.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -228490.875000 Penalty: 3840.231445
	Iteration 37Q: 3 clusters Score -228490.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -228494.328125 Penalty: 3840.231445
	Iteration 38Q: 3 clusters Score -228494.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -228495.203125 Penalty: 3840.231445
	Iteration 39Q: 3 clusters Score -228495.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -228496.562500 Penalty: 3840.231445
	Iteration 40F: 3 clusters Score -228496.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -228497.234375 Penalty: 3840.231445
	Iteration 41Q: 3 clusters Score -228497.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -228497.234375 Penalty: 3840.231445
	Iteration 42F: 3 clusters Score -228497.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -100492.320312 Penalty: 1712.875244
	Iteration 0F: 2 clusters Score -100492.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -98605.359375 Penalty: 3425.750488
	Iteration 0F: 3 clusters Score -98605.36 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -98901.859375 Penalty: 3425.750488
	Iteration 1F: 3 clusters Score -98901.86 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -98984.984375 Penalty: 3425.750488
	Iteration 2F: 3 clusters Score -98984.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -99020.710938 Penalty: 3425.750488
	Iteration 3Q: 3 clusters Score -99020.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -99049.492188 Penalty: 3425.750488
	Iteration 4Q: 3 clusters Score -99049.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -99072.054688 Penalty: 3425.750488
	Iteration 5Q: 3 clusters Score -99072.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -99084.312500 Penalty: 3425.750488
	Iteration 6Q: 3 clusters Score -99084.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -99087.601562 Penalty: 3425.750488
	Iteration 7Q: 3 clusters Score -99087.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -99092.250000 Penalty: 3425.750488
	Iteration 8Q: 3 clusters Score -99092.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -99094.914062 Penalty: 3425.750488
	Iteration 9Q: 3 clusters Score -99094.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -99095.945312 Penalty: 3425.750488
	Iteration 10Q: 3 clusters Score -99095.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -99095.945312 Penalty: 3425.750488
	Iteration 11F: 3 clusters Score -99095.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Entering Unmasked Estep 
Score: -1005097.062500 Penalty: 2269.214844
	Iteration 0F: 2 clusters Score -1005097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -997852.312500 Penalty: 4538.429688
	Iteration 0F: 3 clusters Score -997852.3 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -999887.125000 Penalty: 4538.429688
	Iteration 1F: 3 clusters Score -999887.1 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1000197.500000 Penalty: 4538.429688
	Iteration 2F: 3 clusters Score -1000198 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1000411.812500 Penalty: 4538.429688
	Iteration 3Q: 3 clusters Score -1000412 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1000592.437500 Penalty: 4538.429688
	Iteration 4Q: 3 clusters Score -1000592 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1000748.437500 Penalty: 4538.429688
	Iteration 5Q: 3 clusters Score -1000748 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1000895.562500 Penalty: 4538.429688
	Iteration 6Q: 3 clusters Score -1000896 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1001015.625000 Penalty: 4538.429688
	Iteration 7Q: 3 clusters Score -1001016 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1001141.062500 Penalty: 4538.429688
	Iteration 8Q: 3 clusters Score -1001141 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1001252.625000 Penalty: 4538.429688
	Iteration 9Q: 3 clusters Score -1001253 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1001349.000000 Penalty: 4538.429688
	Iteration 10Q: 3 clusters Score -1001349 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1001434.500000 Penalty: 4538.429688
	Iteration 11Q: 3 clusters Score -1001434 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1001503.750000 Penalty: 4538.429688
	Iteration 12Q: 3 clusters Score -1001504 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1001582.562500 Penalty: 4538.429688
	Iteration 13Q: 3 clusters Score -1001583 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1001666.187500 Penalty: 4538.429688
	Iteration 14Q: 3 clusters Score -1001666 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1001754.750000 Penalty: 4538.429688
	Iteration 15Q: 3 clusters Score -1001755 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1001844.937500 Penalty: 4538.429688
	Iteration 16Q: 3 clusters Score -1001845 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1001938.562500 Penalty: 4538.429688
	Iteration 17Q: 3 clusters Score -1001939 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1002026.125000 Penalty: 4538.429688
	Iteration 18Q: 3 clusters Score -1002026 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1002127.875000 Penalty: 4538.429688
	Iteration 19Q: 3 clusters Score -1002128 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1002252.312500 Penalty: 4538.429688
	Iteration 20F: 3 clusters Score -1002252 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1002392.750000 Penalty: 4538.429688
	Iteration 21Q: 3 clusters Score -1002393 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1002531.000000 Penalty: 4538.429688
	Iteration 22Q: 3 clusters Score -1002531 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1002672.937500 Penalty: 4538.429688
	Iteration 23Q: 3 clusters Score -1002673 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1002809.062500 Penalty: 4538.429688
	Iteration 24Q: 3 clusters Score -1002809 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1002937.625000 Penalty: 4538.429688
	Iteration 25Q: 3 clusters Score -1002938 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1003067.187500 Penalty: 4538.429688
	Iteration 26Q: 3 clusters Score -1003067 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1003177.312500 Penalty: 4538.429688
	Iteration 27Q: 3 clusters Score -1003177 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1003264.375000 Penalty: 4538.429688
	Iteration 28Q: 3 clusters Score -1003264 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1003356.500000 Penalty: 4538.429688
	Iteration 29Q: 3 clusters Score -1003356 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1003445.375000 Penalty: 4538.429688
	Iteration 30Q: 3 clusters Score -1003445 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1003514.375000 Penalty: 4538.429688
	Iteration 31Q: 3 clusters Score -1003514 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1003564.500000 Penalty: 4538.429688
	Iteration 32Q: 3 clusters Score -1003564 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1003606.937500 Penalty: 4538.429688
	Iteration 33Q: 3 clusters Score -1003607 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1003633.750000 Penalty: 4538.429688
	Iteration 34Q: 3 clusters Score -1003634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1003655.437500 Penalty: 4538.429688
	Iteration 35Q: 3 clusters Score -1003655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1003664.187500 Penalty: 4538.429688
	Iteration 36Q: 3 clusters Score -1003664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1003672.187500 Penalty: 4538.429688
	Iteration 37Q: 3 clusters Score -1003672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1003682.125000 Penalty: 4538.429688
	Iteration 38Q: 3 clusters Score -1003682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1003689.000000 Penalty: 4538.429688
	Iteration 39Q: 3 clusters Score -1003689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1003690.375000 Penalty: 4538.429688
	Iteration 40F: 3 clusters Score -1003690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1003690.000000 Penalty: 4538.429688
	Iteration 41Q: 3 clusters Score -1003690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1003692.875000 Penalty: 4538.429688
	Iteration 42Q: 3 clusters Score -1003693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1003693.312500 Penalty: 4538.429688
	Iteration 43Q: 3 clusters Score -1003693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1003698.375000 Penalty: 4538.429688
	Iteration 44Q: 3 clusters Score -1003698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1003699.562500 Penalty: 4538.429688
	Iteration 45Q: 3 clusters Score -1003700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1003699.500000 Penalty: 4538.429688
	Iteration 46Q: 3 clusters Score -1003700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1003700.937500 Penalty: 4538.429688
	Iteration 47Q: 3 clusters Score -1003701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1003704.125000 Penalty: 4538.429688
	Iteration 48Q: 3 clusters Score -1003704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1003705.125000 Penalty: 4538.429688
	Iteration 49Q: 3 clusters Score -1003705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1003708.625000 Penalty: 4538.429688
	Iteration 50Q: 3 clusters Score -1003709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1003709.125000 Penalty: 4538.429688
	Iteration 51Q: 3 clusters Score -1003709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1003711.000000 Penalty: 4538.429688
	Iteration 52Q: 3 clusters Score -1003711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1003711.625000 Penalty: 4538.429688
	Iteration 53Q: 3 clusters Score -1003712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1003712.562500 Penalty: 4538.429688
	Iteration 54Q: 3 clusters Score -1003713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1003710.937500 Penalty: 4538.429688
	Iteration 55Q: 3 clusters Score -1003711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1003710.937500 Penalty: 4538.429688
	Iteration 56F: 3 clusters Score -1003711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Entering Unmasked Estep 
Score: -1443178.375000 Penalty: 2378.712158
	Iteration 0F: 2 clusters Score -1443178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1432515.250000 Penalty: 4757.424316
	Iteration 0F: 3 clusters Score -1432515 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1436193.250000 Penalty: 4757.424316
	Iteration 1F: 3 clusters Score -1436193 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1436818.500000 Penalty: 4757.424316
	Iteration 2F: 3 clusters Score -1436818 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1437315.375000 Penalty: 4757.424316
	Iteration 3F: 3 clusters Score -1437315 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1437779.000000 Penalty: 4757.424316
	Iteration 4F: 3 clusters Score -1437779 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1438200.250000 Penalty: 4757.424316
	Iteration 5F: 3 clusters Score -1438200 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1438562.125000 Penalty: 4757.424316
	Iteration 6Q: 3 clusters Score -1438562 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1438889.250000 Penalty: 4757.424316
	Iteration 7Q: 3 clusters Score -1438889 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1439163.125000 Penalty: 4757.424316
	Iteration 8Q: 3 clusters Score -1439163 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1439377.250000 Penalty: 4757.424316
	Iteration 9Q: 3 clusters Score -1439377 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1439541.625000 Penalty: 4757.424316
	Iteration 10Q: 3 clusters Score -1439542 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1439707.125000 Penalty: 4757.424316
	Iteration 11Q: 3 clusters Score -1439707 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1439886.750000 Penalty: 4757.424316
	Iteration 12Q: 3 clusters Score -1439887 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1440061.125000 Penalty: 4757.424316
	Iteration 13Q: 3 clusters Score -1440061 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1440240.250000 Penalty: 4757.424316
	Iteration 14Q: 3 clusters Score -1440240 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1440430.500000 Penalty: 4757.424316
	Iteration 15Q: 3 clusters Score -1440430 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1440582.125000 Penalty: 4757.424316
	Iteration 16Q: 3 clusters Score -1440582 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1440724.750000 Penalty: 4757.424316
	Iteration 17Q: 3 clusters Score -1440725 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1440829.000000 Penalty: 4757.424316
	Iteration 18Q: 3 clusters Score -1440829 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1440892.500000 Penalty: 4757.424316
	Iteration 19Q: 3 clusters Score -1440892 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1440938.500000 Penalty: 4757.424316
	Iteration 20F: 3 clusters Score -1440938 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1440980.750000 Penalty: 4757.424316
	Iteration 21Q: 3 clusters Score -1440981 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1441011.125000 Penalty: 4757.424316
	Iteration 22Q: 3 clusters Score -1441011 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1441041.000000 Penalty: 4757.424316
	Iteration 23Q: 3 clusters Score -1441041 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1441067.000000 Penalty: 4757.424316
	Iteration 24Q: 3 clusters Score -1441067 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1441097.125000 Penalty: 4757.424316
	Iteration 25Q: 3 clusters Score -1441097 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1441121.625000 Penalty: 4757.424316
	Iteration 26Q: 3 clusters Score -1441122 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1441147.500000 Penalty: 4757.424316
	Iteration 27Q: 3 clusters Score -1441148 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1441172.250000 Penalty: 4757.424316
	Iteration 28Q: 3 clusters Score -1441172 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1441193.875000 Penalty: 4757.424316
	Iteration 29Q: 3 clusters Score -1441194 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1441208.000000 Penalty: 4757.424316
	Iteration 30Q: 3 clusters Score -1441208 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1441236.375000 Penalty: 4757.424316
	Iteration 31Q: 3 clusters Score -1441236 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1441248.500000 Penalty: 4757.424316
	Iteration 32Q: 3 clusters Score -1441248 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1441258.250000 Penalty: 4757.424316
	Iteration 33Q: 3 clusters Score -1441258 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1441268.625000 Penalty: 4757.424316
	Iteration 34Q: 3 clusters Score -1441269 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1441283.625000 Penalty: 4757.424316
	Iteration 35Q: 3 clusters Score -1441284 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1441290.125000 Penalty: 4757.424316
	Iteration 36Q: 3 clusters Score -1441290 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1441295.500000 Penalty: 4757.424316
	Iteration 37Q: 3 clusters Score -1441296 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1441302.250000 Penalty: 4757.424316
	Iteration 38Q: 3 clusters Score -1441302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1441308.000000 Penalty: 4757.424316
	Iteration 39Q: 3 clusters Score -1441308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1441313.125000 Penalty: 4757.424316
	Iteration 40F: 3 clusters Score -1441313 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1441315.125000 Penalty: 4757.424316
	Iteration 41Q: 3 clusters Score -1441315 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1441321.125000 Penalty: 4757.424316
	Iteration 42Q: 3 clusters Score -1441321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1441327.875000 Penalty: 4757.424316
	Iteration 43Q: 3 clusters Score -1441328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1441330.375000 Penalty: 4757.424316
	Iteration 44Q: 3 clusters Score -1441330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1441337.000000 Penalty: 4757.424316
	Iteration 45Q: 3 clusters Score -1441337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1441342.375000 Penalty: 4757.424316
	Iteration 46Q: 3 clusters Score -1441342 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1441352.625000 Penalty: 4757.424316
	Iteration 47Q: 3 clusters Score -1441353 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1441361.750000 Penalty: 4757.424316
	Iteration 48Q: 3 clusters Score -1441362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1441367.125000 Penalty: 4757.424316
	Iteration 49Q: 3 clusters Score -1441367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1441365.375000 Penalty: 4757.424316
	Iteration 50Q: 3 clusters Score -1441365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1441369.500000 Penalty: 4757.424316
	Iteration 51Q: 3 clusters Score -1441370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1441364.750000 Penalty: 4757.424316
	Iteration 52Q: 3 clusters Score -1441365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1441367.250000 Penalty: 4757.424316
	Iteration 53Q: 3 clusters Score -1441367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1441371.500000 Penalty: 4757.424316
	Iteration 54Q: 3 clusters Score -1441372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1441372.375000 Penalty: 4757.424316
	Iteration 55Q: 3 clusters Score -1441372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1441371.375000 Penalty: 4757.424316
	Iteration 56Q: 3 clusters Score -1441371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1441370.375000 Penalty: 4757.424316
	Iteration 57Q: 3 clusters Score -1441370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1441371.000000 Penalty: 4757.424316
	Iteration 58Q: 3 clusters Score -1441371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1441373.000000 Penalty: 4757.424316
	Iteration 59Q: 3 clusters Score -1441373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1441373.500000 Penalty: 4757.424316
	Iteration 60F: 3 clusters Score -1441374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Entering Unmasked Estep 
Score: -227469.312500 Penalty: 2034.147705
	Iteration 0F: 2 clusters Score -227469.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -223779.265625 Penalty: 4068.295410
	Iteration 0F: 3 clusters Score -223779.3 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -224768.609375 Penalty: 4068.295410
	Iteration 1F: 3 clusters Score -224768.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -225110.328125 Penalty: 4068.295410
	Iteration 2F: 3 clusters Score -225110.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -225391.531250 Penalty: 4068.295410
	Iteration 3F: 3 clusters Score -225391.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -225636.562500 Penalty: 4068.295410
	Iteration 4F: 3 clusters Score -225636.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -225819.734375 Penalty: 4068.295410
	Iteration 5F: 3 clusters Score -225819.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -225969.406250 Penalty: 4068.295410
	Iteration 6Q: 3 clusters Score -225969.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -226084.703125 Penalty: 4068.295410
	Iteration 7Q: 3 clusters Score -226084.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -226153.203125 Penalty: 4068.295410
	Iteration 8Q: 3 clusters Score -226153.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -226202.890625 Penalty: 4068.295410
	Iteration 9Q: 3 clusters Score -226202.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -226247.828125 Penalty: 4068.295410
	Iteration 10Q: 3 clusters Score -226247.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -226292.343750 Penalty: 4068.295410
	Iteration 11Q: 3 clusters Score -226292.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -226324.515625 Penalty: 4068.295410
	Iteration 12Q: 3 clusters Score -226324.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -226345.500000 Penalty: 4068.295410
	Iteration 13Q: 3 clusters Score -226345.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -226363.640625 Penalty: 4068.295410
	Iteration 14Q: 3 clusters Score -226363.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -226373.718750 Penalty: 4068.295410
	Iteration 15Q: 3 clusters Score -226373.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -226385.281250 Penalty: 4068.295410
	Iteration 16Q: 3 clusters Score -226385.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -226395.515625 Penalty: 4068.295410
	Iteration 17Q: 3 clusters Score -226395.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -226408.468750 Penalty: 4068.295410
	Iteration 18Q: 3 clusters Score -226408.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -226419.796875 Penalty: 4068.295410
	Iteration 19Q: 3 clusters Score -226419.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -226429.281250 Penalty: 4068.295410
	Iteration 20F: 3 clusters Score -226429.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -226437.921875 Penalty: 4068.295410
	Iteration 21Q: 3 clusters Score -226437.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -226448.718750 Penalty: 4068.295410
	Iteration 22Q: 3 clusters Score -226448.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -226456.218750 Penalty: 4068.295410
	Iteration 23Q: 3 clusters Score -226456.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -226459.093750 Penalty: 4068.295410
	Iteration 24Q: 3 clusters Score -226459.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -226459.812500 Penalty: 4068.295410
	Iteration 25Q: 3 clusters Score -226459.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -226461.250000 Penalty: 4068.295410
	Iteration 26Q: 3 clusters Score -226461.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -226461.656250 Penalty: 4068.295410
	Iteration 27Q: 3 clusters Score -226461.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -226463.125000 Penalty: 4068.295410
	Iteration 28Q: 3 clusters Score -226463.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -226464.109375 Penalty: 4068.295410
	Iteration 29Q: 3 clusters Score -226464.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -226466.203125 Penalty: 4068.295410
	Iteration 30Q: 3 clusters Score -226466.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -226467.578125 Penalty: 4068.295410
	Iteration 31Q: 3 clusters Score -226467.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -226467.390625 Penalty: 4068.295410
	Iteration 32Q: 3 clusters Score -226467.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -226468.171875 Penalty: 4068.295410
	Iteration 33Q: 3 clusters Score -226468.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -226469.062500 Penalty: 4068.295410
	Iteration 34Q: 3 clusters Score -226469.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -226471.640625 Penalty: 4068.295410
	Iteration 35Q: 3 clusters Score -226471.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -226473.765625 Penalty: 4068.295410
	Iteration 36Q: 3 clusters Score -226473.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -226476.828125 Penalty: 4068.295410
	Iteration 37Q: 3 clusters Score -226476.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -226479.765625 Penalty: 4068.295410
	Iteration 38Q: 3 clusters Score -226479.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -226480.921875 Penalty: 4068.295410
	Iteration 39Q: 3 clusters Score -226480.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -226482.125000 Penalty: 4068.295410
	Iteration 40F: 3 clusters Score -226482.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -226483.234375 Penalty: 4068.295410
	Iteration 41Q: 3 clusters Score -226483.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -226483.968750 Penalty: 4068.295410
	Iteration 42Q: 3 clusters Score -226484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -226485.781250 Penalty: 4068.295410
	Iteration 43Q: 3 clusters Score -226485.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -226487.125000 Penalty: 4068.295410
	Iteration 44Q: 3 clusters Score -226487.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -226487.125000 Penalty: 4068.295410
	Iteration 45F: 3 clusters Score -226487.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -24902.445312 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -24902.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23630.187500 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -23630.19 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -23844.251953 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -23844.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -23917.638672 Penalty: 2825.758301
	Iteration 2F: 3 clusters Score -23917.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23947.005859 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -23947.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -23954.984375 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -23954.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23958.970703 Penalty: 2825.758301
	Iteration 5Q: 3 clusters Score -23958.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -23963.716797 Penalty: 2825.758301
	Iteration 6Q: 3 clusters Score -23963.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23965.679688 Penalty: 2825.758301
	Iteration 7Q: 3 clusters Score -23965.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -23969.599609 Penalty: 2825.758301
	Iteration 8Q: 3 clusters Score -23969.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -23973.585938 Penalty: 2825.758301
	Iteration 9Q: 3 clusters Score -23973.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -23973.585938 Penalty: 2825.758301
	Iteration 10F: 3 clusters Score -23973.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Entering Unmasked Estep 
Score: -493672.343750 Penalty: 2089.636719
	Iteration 0F: 2 clusters Score -493672.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -489449.625000 Penalty: 4179.273438
	Iteration 0F: 3 clusters Score -489449.6 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -490533.187500 Penalty: 4179.273438
	Iteration 1F: 3 clusters Score -490533.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -490898.906250 Penalty: 4179.273438
	Iteration 2F: 3 clusters Score -490898.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -491220.593750 Penalty: 4179.273438
	Iteration 3F: 3 clusters Score -491220.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -491434.781250 Penalty: 4179.273438
	Iteration 4F: 3 clusters Score -491434.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -491627.718750 Penalty: 4179.273438
	Iteration 5F: 3 clusters Score -491627.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -491792.281250 Penalty: 4179.273438
	Iteration 6Q: 3 clusters Score -491792.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -491941.875000 Penalty: 4179.273438
	Iteration 7Q: 3 clusters Score -491941.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -492067.312500 Penalty: 4179.273438
	Iteration 8Q: 3 clusters Score -492067.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -492194.781250 Penalty: 4179.273438
	Iteration 9Q: 3 clusters Score -492194.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -492334.437500 Penalty: 4179.273438
	Iteration 10Q: 3 clusters Score -492334.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -492463.687500 Penalty: 4179.273438
	Iteration 11Q: 3 clusters Score -492463.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -492556.312500 Penalty: 4179.273438
	Iteration 12Q: 3 clusters Score -492556.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -492623.750000 Penalty: 4179.273438
	Iteration 13Q: 3 clusters Score -492623.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -492675.312500 Penalty: 4179.273438
	Iteration 14Q: 3 clusters Score -492675.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -492708.437500 Penalty: 4179.273438
	Iteration 15Q: 3 clusters Score -492708.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -492741.281250 Penalty: 4179.273438
	Iteration 16Q: 3 clusters Score -492741.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -492763.531250 Penalty: 4179.273438
	Iteration 17Q: 3 clusters Score -492763.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -492781.437500 Penalty: 4179.273438
	Iteration 18Q: 3 clusters Score -492781.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -492795.875000 Penalty: 4179.273438
	Iteration 19Q: 3 clusters Score -492795.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -492805.250000 Penalty: 4179.273438
	Iteration 20F: 3 clusters Score -492805.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -492813.593750 Penalty: 4179.273438
	Iteration 21Q: 3 clusters Score -492813.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -492817.156250 Penalty: 4179.273438
	Iteration 22Q: 3 clusters Score -492817.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -492821.250000 Penalty: 4179.273438
	Iteration 23Q: 3 clusters Score -492821.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -492824.375000 Penalty: 4179.273438
	Iteration 24Q: 3 clusters Score -492824.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -492826.562500 Penalty: 4179.273438
	Iteration 25Q: 3 clusters Score -492826.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -492831.437500 Penalty: 4179.273438
	Iteration 26Q: 3 clusters Score -492831.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -492833.843750 Penalty: 4179.273438
	Iteration 27Q: 3 clusters Score -492833.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -492836.000000 Penalty: 4179.273438
	Iteration 28Q: 3 clusters Score -492836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -492836.000000 Penalty: 4179.273438
	Iteration 29F: 3 clusters Score -492836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Entering Unmasked Estep 
Score: -1158659.250000 Penalty: 2303.892822
	Iteration 0F: 2 clusters Score -1158659 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 5383 members 
Entering Unmasked Estep 
Score: -1150485.125000 Penalty: 4607.785645
	Iteration 0F: 3 clusters Score -1150485 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1152819.750000 Penalty: 4607.785645
	Iteration 1F: 3 clusters Score -1152820 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1153190.750000 Penalty: 4607.785645
	Iteration 2F: 3 clusters Score -1153191 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1153519.000000 Penalty: 4607.785645
	Iteration 3F: 3 clusters Score -1153519 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1153786.250000 Penalty: 4607.785645
	Iteration 4Q: 3 clusters Score -1153786 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1154027.250000 Penalty: 4607.785645
	Iteration 5Q: 3 clusters Score -1154027 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1154254.625000 Penalty: 4607.785645
	Iteration 6Q: 3 clusters Score -1154255 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1154475.625000 Penalty: 4607.785645
	Iteration 7Q: 3 clusters Score -1154476 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1154678.250000 Penalty: 4607.785645
	Iteration 8Q: 3 clusters Score -1154678 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1154881.250000 Penalty: 4607.785645
	Iteration 9Q: 3 clusters Score -1154881 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1155076.625000 Penalty: 4607.785645
	Iteration 10Q: 3 clusters Score -1155077 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1155273.875000 Penalty: 4607.785645
	Iteration 11Q: 3 clusters Score -1155274 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1155465.750000 Penalty: 4607.785645
	Iteration 12Q: 3 clusters Score -1155466 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1155658.750000 Penalty: 4607.785645
	Iteration 13Q: 3 clusters Score -1155659 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1155865.125000 Penalty: 4607.785645
	Iteration 14Q: 3 clusters Score -1155865 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1156067.000000 Penalty: 4607.785645
	Iteration 15Q: 3 clusters Score -1156067 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1156236.000000 Penalty: 4607.785645
	Iteration 16Q: 3 clusters Score -1156236 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1156401.125000 Penalty: 4607.785645
	Iteration 17Q: 3 clusters Score -1156401 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1156549.875000 Penalty: 4607.785645
	Iteration 18Q: 3 clusters Score -1156550 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1156704.625000 Penalty: 4607.785645
	Iteration 19Q: 3 clusters Score -1156705 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1156842.375000 Penalty: 4607.785645
	Iteration 20F: 3 clusters Score -1156842 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1156935.250000 Penalty: 4607.785645
	Iteration 21Q: 3 clusters Score -1156935 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1157004.500000 Penalty: 4607.785645
	Iteration 22Q: 3 clusters Score -1157004 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1157050.875000 Penalty: 4607.785645
	Iteration 23Q: 3 clusters Score -1157051 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1157074.250000 Penalty: 4607.785645
	Iteration 24Q: 3 clusters Score -1157074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1157093.750000 Penalty: 4607.785645
	Iteration 25Q: 3 clusters Score -1157094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1157097.125000 Penalty: 4607.785645
	Iteration 26Q: 3 clusters Score -1157097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1157101.375000 Penalty: 4607.785645
	Iteration 27Q: 3 clusters Score -1157101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1157104.000000 Penalty: 4607.785645
	Iteration 28Q: 3 clusters Score -1157104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1157107.750000 Penalty: 4607.785645
	Iteration 29Q: 3 clusters Score -1157108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1157113.125000 Penalty: 4607.785645
	Iteration 30Q: 3 clusters Score -1157113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1157116.000000 Penalty: 4607.785645
	Iteration 31Q: 3 clusters Score -1157116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1157124.750000 Penalty: 4607.785645
	Iteration 32Q: 3 clusters Score -1157125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1157132.000000 Penalty: 4607.785645
	Iteration 33Q: 3 clusters Score -1157132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1157134.250000 Penalty: 4607.785645
	Iteration 34Q: 3 clusters Score -1157134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1157138.625000 Penalty: 4607.785645
	Iteration 35Q: 3 clusters Score -1157139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1157139.000000 Penalty: 4607.785645
	Iteration 36Q: 3 clusters Score -1157139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1157140.875000 Penalty: 4607.785645
	Iteration 37Q: 3 clusters Score -1157141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1157142.375000 Penalty: 4607.785645
	Iteration 38Q: 3 clusters Score -1157142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1157142.625000 Penalty: 4607.785645
	Iteration 39Q: 3 clusters Score -1157143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1157146.000000 Penalty: 4607.785645
	Iteration 40F: 3 clusters Score -1157146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1157145.250000 Penalty: 4607.785645
	Iteration 41Q: 3 clusters Score -1157145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1157148.500000 Penalty: 4607.785645
	Iteration 42Q: 3 clusters Score -1157148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1157148.750000 Penalty: 4607.785645
	Iteration 43Q: 3 clusters Score -1157149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1157148.625000 Penalty: 4607.785645
	Iteration 44Q: 3 clusters Score -1157149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1157150.500000 Penalty: 4607.785645
	Iteration 45Q: 3 clusters Score -1157150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1157150.375000 Penalty: 4607.785645
	Iteration 46Q: 3 clusters Score -1157150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1157152.875000 Penalty: 4607.785645
	Iteration 47Q: 3 clusters Score -1157153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1157153.500000 Penalty: 4607.785645
	Iteration 48Q: 3 clusters Score -1157154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1157158.375000 Penalty: 4607.785645
	Iteration 49Q: 3 clusters Score -1157158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1157157.875000 Penalty: 4607.785645
	Iteration 50Q: 3 clusters Score -1157158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1157162.625000 Penalty: 4607.785645
	Iteration 51Q: 3 clusters Score -1157163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1157163.125000 Penalty: 4607.785645
	Iteration 52Q: 3 clusters Score -1157163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1157166.000000 Penalty: 4607.785645
	Iteration 53Q: 3 clusters Score -1157166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1157165.875000 Penalty: 4607.785645
	Iteration 54Q: 3 clusters Score -1157166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1157165.500000 Penalty: 4607.785645
	Iteration 55Q: 3 clusters Score -1157166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1157165.500000 Penalty: 4607.785645
	Iteration 56F: 3 clusters Score -1157166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Entering Unmasked Estep 
Score: -1011776.875000 Penalty: 2321.421143
	Iteration 0F: 2 clusters Score -1011777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1003120.437500 Penalty: 4642.842285
	Iteration 0F: 3 clusters Score -1003120 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1006103.125000 Penalty: 4642.842285
	Iteration 1F: 3 clusters Score -1006103 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1006762.937500 Penalty: 4642.842285
	Iteration 2F: 3 clusters Score -1006763 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1007386.250000 Penalty: 4642.842285
	Iteration 3F: 3 clusters Score -1007386 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1008006.125000 Penalty: 4642.842285
	Iteration 4F: 3 clusters Score -1008006 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1008549.500000 Penalty: 4642.842285
	Iteration 5F: 3 clusters Score -1008550 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1008979.125000 Penalty: 4642.842285
	Iteration 6F: 3 clusters Score -1008979 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1009323.187500 Penalty: 4642.842285
	Iteration 7Q: 3 clusters Score -1009323 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1009576.437500 Penalty: 4642.842285
	Iteration 8Q: 3 clusters Score -1009576 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1009754.562500 Penalty: 4642.842285
	Iteration 9Q: 3 clusters Score -1009755 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1009875.812500 Penalty: 4642.842285
	Iteration 10Q: 3 clusters Score -1009876 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1009980.000000 Penalty: 4642.842285
	Iteration 11Q: 3 clusters Score -1009980 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1010070.500000 Penalty: 4642.842285
	Iteration 12Q: 3 clusters Score -1010070 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1010149.625000 Penalty: 4642.842285
	Iteration 13Q: 3 clusters Score -1010150 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1010208.250000 Penalty: 4642.842285
	Iteration 14Q: 3 clusters Score -1010208 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1010262.562500 Penalty: 4642.842285
	Iteration 15Q: 3 clusters Score -1010263 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1010322.187500 Penalty: 4642.842285
	Iteration 16Q: 3 clusters Score -1010322 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1010372.062500 Penalty: 4642.842285
	Iteration 17Q: 3 clusters Score -1010372 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1010419.000000 Penalty: 4642.842285
	Iteration 18Q: 3 clusters Score -1010419 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1010460.812500 Penalty: 4642.842285
	Iteration 19Q: 3 clusters Score -1010461 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1010509.000000 Penalty: 4642.842285
	Iteration 20F: 3 clusters Score -1010509 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1010559.562500 Penalty: 4642.842285
	Iteration 21Q: 3 clusters Score -1010560 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1010594.000000 Penalty: 4642.842285
	Iteration 22Q: 3 clusters Score -1010594 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1010627.687500 Penalty: 4642.842285
	Iteration 23Q: 3 clusters Score -1010628 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1010657.500000 Penalty: 4642.842285
	Iteration 24Q: 3 clusters Score -1010658 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1010682.062500 Penalty: 4642.842285
	Iteration 25Q: 3 clusters Score -1010682 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1010705.562500 Penalty: 4642.842285
	Iteration 26Q: 3 clusters Score -1010706 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1010731.312500 Penalty: 4642.842285
	Iteration 27Q: 3 clusters Score -1010731 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1010754.187500 Penalty: 4642.842285
	Iteration 28Q: 3 clusters Score -1010754 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1010765.625000 Penalty: 4642.842285
	Iteration 29Q: 3 clusters Score -1010766 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1010782.062500 Penalty: 4642.842285
	Iteration 30Q: 3 clusters Score -1010782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1010793.937500 Penalty: 4642.842285
	Iteration 31Q: 3 clusters Score -1010794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1010802.937500 Penalty: 4642.842285
	Iteration 32Q: 3 clusters Score -1010803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1010810.250000 Penalty: 4642.842285
	Iteration 33Q: 3 clusters Score -1010810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1010816.375000 Penalty: 4642.842285
	Iteration 34Q: 3 clusters Score -1010816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1010823.812500 Penalty: 4642.842285
	Iteration 35Q: 3 clusters Score -1010824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1010826.062500 Penalty: 4642.842285
	Iteration 36Q: 3 clusters Score -1010826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1010827.875000 Penalty: 4642.842285
	Iteration 37Q: 3 clusters Score -1010828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1010832.437500 Penalty: 4642.842285
	Iteration 38Q: 3 clusters Score -1010832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1010834.687500 Penalty: 4642.842285
	Iteration 39Q: 3 clusters Score -1010835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1010837.125000 Penalty: 4642.842285
	Iteration 40F: 3 clusters Score -1010837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1010841.125000 Penalty: 4642.842285
	Iteration 41Q: 3 clusters Score -1010841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1010842.187500 Penalty: 4642.842285
	Iteration 42Q: 3 clusters Score -1010842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1010848.250000 Penalty: 4642.842285
	Iteration 43Q: 3 clusters Score -1010848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1010851.375000 Penalty: 4642.842285
	Iteration 44Q: 3 clusters Score -1010851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1010854.562500 Penalty: 4642.842285
	Iteration 45Q: 3 clusters Score -1010855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1010856.625000 Penalty: 4642.842285
	Iteration 46Q: 3 clusters Score -1010857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1010859.000000 Penalty: 4642.842285
	Iteration 47Q: 3 clusters Score -1010859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1010862.125000 Penalty: 4642.842285
	Iteration 48Q: 3 clusters Score -1010862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1010865.500000 Penalty: 4642.842285
	Iteration 49Q: 3 clusters Score -1010866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1010871.187500 Penalty: 4642.842285
	Iteration 50Q: 3 clusters Score -1010871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1010873.500000 Penalty: 4642.842285
	Iteration 51Q: 3 clusters Score -1010874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1010877.812500 Penalty: 4642.842285
	Iteration 52Q: 3 clusters Score -1010878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1010880.250000 Penalty: 4642.842285
	Iteration 53Q: 3 clusters Score -1010880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1010887.375000 Penalty: 4642.842285
	Iteration 54Q: 3 clusters Score -1010887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1010891.625000 Penalty: 4642.842285
	Iteration 55Q: 3 clusters Score -1010892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1010893.375000 Penalty: 4642.842285
	Iteration 56Q: 3 clusters Score -1010893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1010897.500000 Penalty: 4642.842285
	Iteration 57Q: 3 clusters Score -1010898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1010900.312500 Penalty: 4642.842285
	Iteration 58Q: 3 clusters Score -1010900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1010906.000000 Penalty: 4642.842285
	Iteration 59Q: 3 clusters Score -1010906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1010909.312500 Penalty: 4642.842285
	Iteration 60F: 3 clusters Score -1010909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1010914.875000 Penalty: 4642.842285
	Iteration 61Q: 3 clusters Score -1010915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1010912.625000 Penalty: 4642.842285
	Iteration 62Q: 3 clusters Score -1010913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1010916.312500 Penalty: 4642.842285
	Iteration 63Q: 3 clusters Score -1010916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1010917.687500 Penalty: 4642.842285
	Iteration 64Q: 3 clusters Score -1010918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1010919.000000 Penalty: 4642.842285
	Iteration 65Q: 3 clusters Score -1010919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1010920.437500 Penalty: 4642.842285
	Iteration 66Q: 3 clusters Score -1010920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1010924.000000 Penalty: 4642.842285
	Iteration 67Q: 3 clusters Score -1010924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1010926.937500 Penalty: 4642.842285
	Iteration 68Q: 3 clusters Score -1010927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1010927.562500 Penalty: 4642.842285
	Iteration 69Q: 3 clusters Score -1010928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1010927.562500 Penalty: 4642.842285
	Iteration 70Q: 3 clusters Score -1010928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1010931.625000 Penalty: 4642.842285
	Iteration 71Q: 3 clusters Score -1010932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1010935.062500 Penalty: 4642.842285
	Iteration 72Q: 3 clusters Score -1010935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1010934.250000 Penalty: 4642.842285
	Iteration 73Q: 3 clusters Score -1010934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1010936.937500 Penalty: 4642.842285
	Iteration 74Q: 3 clusters Score -1010937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1010937.375000 Penalty: 4642.842285
	Iteration 75Q: 3 clusters Score -1010937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1010939.750000 Penalty: 4642.842285
	Iteration 76Q: 3 clusters Score -1010940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1010939.875000 Penalty: 4642.842285
	Iteration 77Q: 3 clusters Score -1010940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1010939.875000 Penalty: 4642.842285
	Iteration 78F: 3 clusters Score -1010940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Entering Unmasked Estep 
Score: -735492.500000 Penalty: 2189.539062
	Iteration 0F: 2 clusters Score -735492.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -729828.000000 Penalty: 4379.078125
	Iteration 0F: 3 clusters Score -729828 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -731278.250000 Penalty: 4379.078125
	Iteration 1F: 3 clusters Score -731278.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -731550.000000 Penalty: 4379.078125
	Iteration 2F: 3 clusters Score -731550 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -731742.250000 Penalty: 4379.078125
	Iteration 3F: 3 clusters Score -731742.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -731868.937500 Penalty: 4379.078125
	Iteration 4Q: 3 clusters Score -731868.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -731964.812500 Penalty: 4379.078125
	Iteration 5Q: 3 clusters Score -731964.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -732042.062500 Penalty: 4379.078125
	Iteration 6Q: 3 clusters Score -732042.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -732112.812500 Penalty: 4379.078125
	Iteration 7Q: 3 clusters Score -732112.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -732189.750000 Penalty: 4379.078125
	Iteration 8Q: 3 clusters Score -732189.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -732271.000000 Penalty: 4379.078125
	Iteration 9Q: 3 clusters Score -732271 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -732373.687500 Penalty: 4379.078125
	Iteration 10Q: 3 clusters Score -732373.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -732483.750000 Penalty: 4379.078125
	Iteration 11Q: 3 clusters Score -732483.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -732576.875000 Penalty: 4379.078125
	Iteration 12Q: 3 clusters Score -732576.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -732663.437500 Penalty: 4379.078125
	Iteration 13Q: 3 clusters Score -732663.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -732745.937500 Penalty: 4379.078125
	Iteration 14Q: 3 clusters Score -732745.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -732824.187500 Penalty: 4379.078125
	Iteration 15Q: 3 clusters Score -732824.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -732897.437500 Penalty: 4379.078125
	Iteration 16Q: 3 clusters Score -732897.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -732968.937500 Penalty: 4379.078125
	Iteration 17Q: 3 clusters Score -732968.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -733041.187500 Penalty: 4379.078125
	Iteration 18Q: 3 clusters Score -733041.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -733105.187500 Penalty: 4379.078125
	Iteration 19Q: 3 clusters Score -733105.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -733158.437500 Penalty: 4379.078125
	Iteration 20F: 3 clusters Score -733158.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -733216.312500 Penalty: 4379.078125
	Iteration 21Q: 3 clusters Score -733216.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -733274.875000 Penalty: 4379.078125
	Iteration 22Q: 3 clusters Score -733274.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -733334.875000 Penalty: 4379.078125
	Iteration 23Q: 3 clusters Score -733334.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -733381.625000 Penalty: 4379.078125
	Iteration 24Q: 3 clusters Score -733381.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -733423.937500 Penalty: 4379.078125
	Iteration 25Q: 3 clusters Score -733423.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -733464.375000 Penalty: 4379.078125
	Iteration 26Q: 3 clusters Score -733464.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -733487.000000 Penalty: 4379.078125
	Iteration 27Q: 3 clusters Score -733487 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -733516.687500 Penalty: 4379.078125
	Iteration 28Q: 3 clusters Score -733516.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -733534.250000 Penalty: 4379.078125
	Iteration 29Q: 3 clusters Score -733534.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -733547.000000 Penalty: 4379.078125
	Iteration 30Q: 3 clusters Score -733547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -733553.687500 Penalty: 4379.078125
	Iteration 31Q: 3 clusters Score -733553.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -733563.812500 Penalty: 4379.078125
	Iteration 32Q: 3 clusters Score -733563.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -733578.250000 Penalty: 4379.078125
	Iteration 33Q: 3 clusters Score -733578.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -733594.250000 Penalty: 4379.078125
	Iteration 34Q: 3 clusters Score -733594.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -733603.937500 Penalty: 4379.078125
	Iteration 35Q: 3 clusters Score -733603.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -733608.625000 Penalty: 4379.078125
	Iteration 36Q: 3 clusters Score -733608.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -733612.562500 Penalty: 4379.078125
	Iteration 37Q: 3 clusters Score -733612.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -733622.750000 Penalty: 4379.078125
	Iteration 38Q: 3 clusters Score -733622.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -733639.000000 Penalty: 4379.078125
	Iteration 39Q: 3 clusters Score -733639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -733652.812500 Penalty: 4379.078125
	Iteration 40F: 3 clusters Score -733652.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -733661.937500 Penalty: 4379.078125
	Iteration 41Q: 3 clusters Score -733661.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -733667.062500 Penalty: 4379.078125
	Iteration 42Q: 3 clusters Score -733667.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -733672.750000 Penalty: 4379.078125
	Iteration 43Q: 3 clusters Score -733672.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -733672.937500 Penalty: 4379.078125
	Iteration 44Q: 3 clusters Score -733672.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -733675.125000 Penalty: 4379.078125
	Iteration 45Q: 3 clusters Score -733675.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -733675.125000 Penalty: 4379.078125
	Iteration 46F: 3 clusters Score -733675.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (26110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Entering Unmasked Estep 
Score: -2227488.000000 Penalty: 2522.178223
	Iteration 0F: 2 clusters Score -2227488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -2209561.000000 Penalty: 5044.356445
	Iteration 0F: 3 clusters Score -2209561 nChanged 11592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2215979.750000 Penalty: 5044.356445
	Iteration 1F: 3 clusters Score -2215980 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2216778.750000 Penalty: 5044.356445
	Iteration 2F: 3 clusters Score -2216779 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2217610.500000 Penalty: 5044.356445
	Iteration 3F: 3 clusters Score -2217610 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2218485.750000 Penalty: 5044.356445
	Iteration 4F: 3 clusters Score -2218486 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2219384.500000 Penalty: 5044.356445
	Iteration 5F: 3 clusters Score -2219384 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2220244.250000 Penalty: 5044.356445
	Iteration 6F: 3 clusters Score -2220244 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -2221087.250000 Penalty: 5044.356445
	Iteration 7F: 3 clusters Score -2221087 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2221819.000000 Penalty: 5044.356445
	Iteration 8Q: 3 clusters Score -2221819 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2222331.750000 Penalty: 5044.356445
	Iteration 9Q: 3 clusters Score -2222332 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2222716.000000 Penalty: 5044.356445
	Iteration 10Q: 3 clusters Score -2222716 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -2222981.000000 Penalty: 5044.356445
	Iteration 11Q: 3 clusters Score -2222981 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2223186.750000 Penalty: 5044.356445
	Iteration 12Q: 3 clusters Score -2223187 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2223328.250000 Penalty: 5044.356445
	Iteration 13Q: 3 clusters Score -2223328 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2223440.500000 Penalty: 5044.356445
	Iteration 14Q: 3 clusters Score -2223440 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2223533.750000 Penalty: 5044.356445
	Iteration 15Q: 3 clusters Score -2223534 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2223611.000000 Penalty: 5044.356445
	Iteration 16Q: 3 clusters Score -2223611 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2223684.500000 Penalty: 5044.356445
	Iteration 17Q: 3 clusters Score -2223684 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -2223730.750000 Penalty: 5044.356445
	Iteration 18Q: 3 clusters Score -2223731 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -2223799.000000 Penalty: 5044.356445
	Iteration 19Q: 3 clusters Score -2223799 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -2223872.750000 Penalty: 5044.356445
	Iteration 20F: 3 clusters Score -2223873 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -2223926.000000 Penalty: 5044.356445
	Iteration 21Q: 3 clusters Score -2223926 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2223988.500000 Penalty: 5044.356445
	Iteration 22Q: 3 clusters Score -2223988 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2224053.500000 Penalty: 5044.356445
	Iteration 23Q: 3 clusters Score -2224054 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -2224135.250000 Penalty: 5044.356445
	Iteration 24Q: 3 clusters Score -2224135 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2224217.500000 Penalty: 5044.356445
	Iteration 25Q: 3 clusters Score -2224218 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -2224306.250000 Penalty: 5044.356445
	Iteration 26Q: 3 clusters Score -2224306 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -2224400.750000 Penalty: 5044.356445
	Iteration 27Q: 3 clusters Score -2224401 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -2224498.500000 Penalty: 5044.356445
	Iteration 28Q: 3 clusters Score -2224498 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -2224588.500000 Penalty: 5044.356445
	Iteration 29Q: 3 clusters Score -2224588 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -2224652.250000 Penalty: 5044.356445
	Iteration 30Q: 3 clusters Score -2224652 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -2224730.250000 Penalty: 5044.356445
	Iteration 31Q: 3 clusters Score -2224730 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -2224797.000000 Penalty: 5044.356445
	Iteration 32Q: 3 clusters Score -2224797 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -2224852.500000 Penalty: 5044.356445
	Iteration 33Q: 3 clusters Score -2224852 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -2224905.250000 Penalty: 5044.356445
	Iteration 34Q: 3 clusters Score -2224905 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -2224951.750000 Penalty: 5044.356445
	Iteration 35Q: 3 clusters Score -2224952 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -2225009.750000 Penalty: 5044.356445
	Iteration 36Q: 3 clusters Score -2225010 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2225053.500000 Penalty: 5044.356445
	Iteration 37Q: 3 clusters Score -2225054 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -2225106.250000 Penalty: 5044.356445
	Iteration 38Q: 3 clusters Score -2225106 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -2225141.500000 Penalty: 5044.356445
	Iteration 39Q: 3 clusters Score -2225142 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -2225176.000000 Penalty: 5044.356445
	Iteration 40F: 3 clusters Score -2225176 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -2225225.250000 Penalty: 5044.356445
	Iteration 41Q: 3 clusters Score -2225225 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -2225286.000000 Penalty: 5044.356445
	Iteration 42Q: 3 clusters Score -2225286 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -2225360.750000 Penalty: 5044.356445
	Iteration 43Q: 3 clusters Score -2225361 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -2225417.250000 Penalty: 5044.356445
	Iteration 44Q: 3 clusters Score -2225417 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -2225509.750000 Penalty: 5044.356445
	Iteration 45Q: 3 clusters Score -2225510 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -2225589.750000 Penalty: 5044.356445
	Iteration 46Q: 3 clusters Score -2225590 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -2225681.750000 Penalty: 5044.356445
	Iteration 47Q: 3 clusters Score -2225682 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -2225759.000000 Penalty: 5044.356445
	Iteration 48Q: 3 clusters Score -2225759 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -2225823.000000 Penalty: 5044.356445
	Iteration 49Q: 3 clusters Score -2225823 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -2225886.250000 Penalty: 5044.356445
	Iteration 50Q: 3 clusters Score -2225886 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -2225944.500000 Penalty: 5044.356445
	Iteration 51Q: 3 clusters Score -2225944 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -2225995.250000 Penalty: 5044.356445
	Iteration 52Q: 3 clusters Score -2225995 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -2226033.500000 Penalty: 5044.356445
	Iteration 53Q: 3 clusters Score -2226034 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -2226065.500000 Penalty: 5044.356445
	Iteration 54Q: 3 clusters Score -2226066 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -2226083.250000 Penalty: 5044.356445
	Iteration 55Q: 3 clusters Score -2226083 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -2226108.750000 Penalty: 5044.356445
	Iteration 56Q: 3 clusters Score -2226109 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -2226131.500000 Penalty: 5044.356445
	Iteration 57Q: 3 clusters Score -2226132 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -2226153.500000 Penalty: 5044.356445
	Iteration 58Q: 3 clusters Score -2226154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -2226163.500000 Penalty: 5044.356445
	Iteration 59Q: 3 clusters Score -2226164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -2226166.500000 Penalty: 5044.356445
	Iteration 60F: 3 clusters Score -2226166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -2226169.750000 Penalty: 5044.356445
	Iteration 61Q: 3 clusters Score -2226170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -2226170.500000 Penalty: 5044.356445
	Iteration 62Q: 3 clusters Score -2226170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -2226176.000000 Penalty: 5044.356445
	Iteration 63Q: 3 clusters Score -2226176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -2226179.250000 Penalty: 5044.356445
	Iteration 64Q: 3 clusters Score -2226179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -2226184.250000 Penalty: 5044.356445
	Iteration 65Q: 3 clusters Score -2226184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -2226185.000000 Penalty: 5044.356445
	Iteration 66Q: 3 clusters Score -2226185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -2226181.750000 Penalty: 5044.356445
	Iteration 67Q: 3 clusters Score -2226182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -2226181.750000 Penalty: 5044.356445
	Iteration 68Q: 3 clusters Score -2226182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -2226186.000000 Penalty: 5044.356445
	Iteration 69Q: 3 clusters Score -2226186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -2226187.250000 Penalty: 5044.356445
	Iteration 70Q: 3 clusters Score -2226187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -2226189.500000 Penalty: 5044.356445
	Iteration 71Q: 3 clusters Score -2226190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -2226189.000000 Penalty: 5044.356445
	Iteration 72Q: 3 clusters Score -2226189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -2226192.250000 Penalty: 5044.356445
	Iteration 73Q: 3 clusters Score -2226192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -2226195.000000 Penalty: 5044.356445
	Iteration 74Q: 3 clusters Score -2226195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -2226192.500000 Penalty: 5044.356445
	Iteration 75Q: 3 clusters Score -2226192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -2226196.750000 Penalty: 5044.356445
	Iteration 76Q: 3 clusters Score -2226197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -2226198.000000 Penalty: 5044.356445
	Iteration 77Q: 3 clusters Score -2226198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -2226201.000000 Penalty: 5044.356445
	Iteration 78Q: 3 clusters Score -2226201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -2226202.000000 Penalty: 5044.356445
	Iteration 79Q: 3 clusters Score -2226202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -2226202.750000 Penalty: 5044.356445
	Iteration 80F: 3 clusters Score -2226203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -2226202.000000 Penalty: 5044.356445
	Iteration 81Q: 3 clusters Score -2226202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -2226201.250000 Penalty: 5044.356445
	Iteration 82Q: 3 clusters Score -2226201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -2226200.750000 Penalty: 5044.356445
	Iteration 83Q: 3 clusters Score -2226201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -2226201.000000 Penalty: 5044.356445
	Iteration 84Q: 3 clusters Score -2226201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -2226201.500000 Penalty: 5044.356445
	Iteration 85Q: 3 clusters Score -2226202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -2226199.500000 Penalty: 5044.356445
	Iteration 86Q: 3 clusters Score -2226200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -2226201.750000 Penalty: 5044.356445
	Iteration 87Q: 3 clusters Score -2226202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -2226201.500000 Penalty: 5044.356445
	Iteration 88Q: 3 clusters Score -2226202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -2226202.500000 Penalty: 5044.356445
	Iteration 89Q: 3 clusters Score -2226202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -2226205.750000 Penalty: 5044.356445
	Iteration 90Q: 3 clusters Score -2226206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -2226203.250000 Penalty: 5044.356445
	Iteration 91Q: 3 clusters Score -2226203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -2226203.750000 Penalty: 5044.356445
	Iteration 92Q: 3 clusters Score -2226204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -2226206.000000 Penalty: 5044.356445
	Iteration 93Q: 3 clusters Score -2226206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -2226211.250000 Penalty: 5044.356445
	Iteration 94Q: 3 clusters Score -2226211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -2226217.000000 Penalty: 5044.356445
	Iteration 95Q: 3 clusters Score -2226217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -2226217.250000 Penalty: 5044.356445
	Iteration 96Q: 3 clusters Score -2226217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -2226227.250000 Penalty: 5044.356445
	Iteration 97Q: 3 clusters Score -2226227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -2226228.000000 Penalty: 5044.356445
	Iteration 98Q: 3 clusters Score -2226228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -2226234.500000 Penalty: 5044.356445
	Iteration 99Q: 3 clusters Score -2226234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -2226234.750000 Penalty: 5044.356445
	Iteration 100F: 3 clusters Score -2226235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -2226233.250000 Penalty: 5044.356445
	Iteration 101Q: 3 clusters Score -2226233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -2226232.500000 Penalty: 5044.356445
	Iteration 102Q: 3 clusters Score -2226232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -2226234.750000 Penalty: 5044.356445
	Iteration 103Q: 3 clusters Score -2226235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -2226238.250000 Penalty: 5044.356445
	Iteration 104Q: 3 clusters Score -2226238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -2226239.250000 Penalty: 5044.356445
	Iteration 105Q: 3 clusters Score -2226239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -2226239.250000 Penalty: 5044.356445
	Iteration 106Q: 3 clusters Score -2226239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -2226239.000000 Penalty: 5044.356445
	Iteration 107Q: 3 clusters Score -2226239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -2226243.000000 Penalty: 5044.356445
	Iteration 108Q: 3 clusters Score -2226243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -2226242.000000 Penalty: 5044.356445
	Iteration 109Q: 3 clusters Score -2226242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -2226241.500000 Penalty: 5044.356445
	Iteration 110Q: 3 clusters Score -2226242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -2226241.500000 Penalty: 5044.356445
	Iteration 111F: 3 clusters Score -2226242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Entering Unmasked Estep 
Score: -3184207.250000 Penalty: 2549.245361
	Iteration 0F: 2 clusters Score -3184207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -3164326.250000 Penalty: 5098.490723
	Iteration 0F: 3 clusters Score -3164326 nChanged 13047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -3171271.750000 Penalty: 5098.490723
	Iteration 1F: 3 clusters Score -3171272 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -3171781.750000 Penalty: 5098.490723
	Iteration 2F: 3 clusters Score -3171782 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -3172196.500000 Penalty: 5098.490723
	Iteration 3Q: 3 clusters Score -3172196 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -3172558.250000 Penalty: 5098.490723
	Iteration 4Q: 3 clusters Score -3172558 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -3172925.000000 Penalty: 5098.490723
	Iteration 5Q: 3 clusters Score -3172925 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -3173332.000000 Penalty: 5098.490723
	Iteration 6Q: 3 clusters Score -3173332 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -3173760.750000 Penalty: 5098.490723
	Iteration 7Q: 3 clusters Score -3173761 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -3174232.250000 Penalty: 5098.490723
	Iteration 8Q: 3 clusters Score -3174232 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -3174822.000000 Penalty: 5098.490723
	Iteration 9Q: 3 clusters Score -3174822 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -3175468.000000 Penalty: 5098.490723
	Iteration 10Q: 3 clusters Score -3175468 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -3176152.000000 Penalty: 5098.490723
	Iteration 11Q: 3 clusters Score -3176152 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -3176901.500000 Penalty: 5098.490723
	Iteration 12Q: 3 clusters Score -3176902 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -3177698.750000 Penalty: 5098.490723
	Iteration 13Q: 3 clusters Score -3177699 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -3178444.250000 Penalty: 5098.490723
	Iteration 14Q: 3 clusters Score -3178444 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -3179133.500000 Penalty: 5098.490723
	Iteration 15Q: 3 clusters Score -3179134 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -3179740.500000 Penalty: 5098.490723
	Iteration 16Q: 3 clusters Score -3179740 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -3180282.500000 Penalty: 5098.490723
	Iteration 17Q: 3 clusters Score -3180282 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3180710.500000 Penalty: 5098.490723
	Iteration 18Q: 3 clusters Score -3180710 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3181116.250000 Penalty: 5098.490723
	Iteration 19Q: 3 clusters Score -3181116 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3181392.500000 Penalty: 5098.490723
	Iteration 20F: 3 clusters Score -3181392 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3181574.500000 Penalty: 5098.490723
	Iteration 21Q: 3 clusters Score -3181574 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3181724.750000 Penalty: 5098.490723
	Iteration 22Q: 3 clusters Score -3181725 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3181818.250000 Penalty: 5098.490723
	Iteration 23Q: 3 clusters Score -3181818 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3181872.750000 Penalty: 5098.490723
	Iteration 24Q: 3 clusters Score -3181873 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3181915.500000 Penalty: 5098.490723
	Iteration 25Q: 3 clusters Score -3181916 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3181952.750000 Penalty: 5098.490723
	Iteration 26Q: 3 clusters Score -3181953 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3181979.000000 Penalty: 5098.490723
	Iteration 27Q: 3 clusters Score -3181979 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3181999.750000 Penalty: 5098.490723
	Iteration 28Q: 3 clusters Score -3182000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3182007.500000 Penalty: 5098.490723
	Iteration 29Q: 3 clusters Score -3182008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3182011.500000 Penalty: 5098.490723
	Iteration 30Q: 3 clusters Score -3182012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3182021.000000 Penalty: 5098.490723
	Iteration 31Q: 3 clusters Score -3182021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3182025.750000 Penalty: 5098.490723
	Iteration 32Q: 3 clusters Score -3182026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3182029.000000 Penalty: 5098.490723
	Iteration 33Q: 3 clusters Score -3182029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3182030.000000 Penalty: 5098.490723
	Iteration 34Q: 3 clusters Score -3182030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3182032.500000 Penalty: 5098.490723
	Iteration 35Q: 3 clusters Score -3182032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3182037.750000 Penalty: 5098.490723
	Iteration 36Q: 3 clusters Score -3182038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3182043.250000 Penalty: 5098.490723
	Iteration 37Q: 3 clusters Score -3182043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3182041.750000 Penalty: 5098.490723
	Iteration 38Q: 3 clusters Score -3182042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3182042.000000 Penalty: 5098.490723
	Iteration 39Q: 3 clusters Score -3182042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3182044.250000 Penalty: 5098.490723
	Iteration 40F: 3 clusters Score -3182044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3182047.000000 Penalty: 5098.490723
	Iteration 41Q: 3 clusters Score -3182047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3182049.500000 Penalty: 5098.490723
	Iteration 42Q: 3 clusters Score -3182050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3182050.250000 Penalty: 5098.490723
	Iteration 43Q: 3 clusters Score -3182050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3182050.250000 Penalty: 5098.490723
	Iteration 44F: 3 clusters Score -3182050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Entering Unmasked Estep 
Score: -3108694.500000 Penalty: 2542.293213
	Iteration 0F: 2 clusters Score -3108694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -3089337.500000 Penalty: 5084.586426
	Iteration 0F: 3 clusters Score -3089338 nChanged 12694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -3096462.750000 Penalty: 5084.586426
	Iteration 1F: 3 clusters Score -3096463 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -3097218.750000 Penalty: 5084.586426
	Iteration 2F: 3 clusters Score -3097219 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -3097912.750000 Penalty: 5084.586426
	Iteration 3F: 3 clusters Score -3097913 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -3098626.500000 Penalty: 5084.586426
	Iteration 4F: 3 clusters Score -3098626 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -3099332.500000 Penalty: 5084.586426
	Iteration 5F: 3 clusters Score -3099332 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -3099960.750000 Penalty: 5084.586426
	Iteration 6Q: 3 clusters Score -3099961 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -3100453.750000 Penalty: 5084.586426
	Iteration 7Q: 3 clusters Score -3100454 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -3100888.500000 Penalty: 5084.586426
	Iteration 8Q: 3 clusters Score -3100888 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -3101273.750000 Penalty: 5084.586426
	Iteration 9Q: 3 clusters Score -3101274 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -3101644.000000 Penalty: 5084.586426
	Iteration 10Q: 3 clusters Score -3101644 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -3101953.250000 Penalty: 5084.586426
	Iteration 11Q: 3 clusters Score -3101953 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -3102195.500000 Penalty: 5084.586426
	Iteration 12Q: 3 clusters Score -3102196 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -3102396.500000 Penalty: 5084.586426
	Iteration 13Q: 3 clusters Score -3102396 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -3102586.000000 Penalty: 5084.586426
	Iteration 14Q: 3 clusters Score -3102586 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -3102714.750000 Penalty: 5084.586426
	Iteration 15Q: 3 clusters Score -3102715 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -3102803.250000 Penalty: 5084.586426
	Iteration 16Q: 3 clusters Score -3102803 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -3102908.000000 Penalty: 5084.586426
	Iteration 17Q: 3 clusters Score -3102908 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -3102974.500000 Penalty: 5084.586426
	Iteration 18Q: 3 clusters Score -3102974 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -3103052.250000 Penalty: 5084.586426
	Iteration 19Q: 3 clusters Score -3103052 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -3103101.000000 Penalty: 5084.586426
	Iteration 20F: 3 clusters Score -3103101 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -3103162.000000 Penalty: 5084.586426
	Iteration 21Q: 3 clusters Score -3103162 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -3103216.750000 Penalty: 5084.586426
	Iteration 22Q: 3 clusters Score -3103217 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -3103273.500000 Penalty: 5084.586426
	Iteration 23Q: 3 clusters Score -3103274 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -3103330.250000 Penalty: 5084.586426
	Iteration 24Q: 3 clusters Score -3103330 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -3103384.000000 Penalty: 5084.586426
	Iteration 25Q: 3 clusters Score -3103384 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -3103426.500000 Penalty: 5084.586426
	Iteration 26Q: 3 clusters Score -3103426 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -3103475.500000 Penalty: 5084.586426
	Iteration 27Q: 3 clusters Score -3103476 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -3103492.000000 Penalty: 5084.586426
	Iteration 28Q: 3 clusters Score -3103492 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -3103543.250000 Penalty: 5084.586426
	Iteration 29Q: 3 clusters Score -3103543 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -3103594.750000 Penalty: 5084.586426
	Iteration 30Q: 3 clusters Score -3103595 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -3103642.500000 Penalty: 5084.586426
	Iteration 31Q: 3 clusters Score -3103642 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -3103695.750000 Penalty: 5084.586426
	Iteration 32Q: 3 clusters Score -3103696 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -3103761.750000 Penalty: 5084.586426
	Iteration 33Q: 3 clusters Score -3103762 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -3103828.250000 Penalty: 5084.586426
	Iteration 34Q: 3 clusters Score -3103828 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -3103889.000000 Penalty: 5084.586426
	Iteration 35Q: 3 clusters Score -3103889 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -3103948.000000 Penalty: 5084.586426
	Iteration 36Q: 3 clusters Score -3103948 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -3104009.000000 Penalty: 5084.586426
	Iteration 37Q: 3 clusters Score -3104009 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -3104080.000000 Penalty: 5084.586426
	Iteration 38Q: 3 clusters Score -3104080 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -3104129.750000 Penalty: 5084.586426
	Iteration 39Q: 3 clusters Score -3104130 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -3104184.750000 Penalty: 5084.586426
	Iteration 40F: 3 clusters Score -3104185 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -3104240.000000 Penalty: 5084.586426
	Iteration 41Q: 3 clusters Score -3104240 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -3104278.750000 Penalty: 5084.586426
	Iteration 42Q: 3 clusters Score -3104279 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -3104344.250000 Penalty: 5084.586426
	Iteration 43Q: 3 clusters Score -3104344 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -3104389.250000 Penalty: 5084.586426
	Iteration 44Q: 3 clusters Score -3104389 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -3104436.500000 Penalty: 5084.586426
	Iteration 45Q: 3 clusters Score -3104436 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -3104468.500000 Penalty: 5084.586426
	Iteration 46Q: 3 clusters Score -3104468 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -3104500.000000 Penalty: 5084.586426
	Iteration 47Q: 3 clusters Score -3104500 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -3104525.750000 Penalty: 5084.586426
	Iteration 48Q: 3 clusters Score -3104526 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -3104547.750000 Penalty: 5084.586426
	Iteration 49Q: 3 clusters Score -3104548 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -3104569.250000 Penalty: 5084.586426
	Iteration 50Q: 3 clusters Score -3104569 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -3104614.000000 Penalty: 5084.586426
	Iteration 51Q: 3 clusters Score -3104614 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -3104641.500000 Penalty: 5084.586426
	Iteration 52Q: 3 clusters Score -3104642 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -3104677.250000 Penalty: 5084.586426
	Iteration 53Q: 3 clusters Score -3104677 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -3104698.000000 Penalty: 5084.586426
	Iteration 54Q: 3 clusters Score -3104698 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -3104730.750000 Penalty: 5084.586426
	Iteration 55Q: 3 clusters Score -3104731 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -3104748.250000 Penalty: 5084.586426
	Iteration 56Q: 3 clusters Score -3104748 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -3104769.250000 Penalty: 5084.586426
	Iteration 57Q: 3 clusters Score -3104769 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -3104804.000000 Penalty: 5084.586426
	Iteration 58Q: 3 clusters Score -3104804 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -3104828.750000 Penalty: 5084.586426
	Iteration 59Q: 3 clusters Score -3104829 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -3104852.500000 Penalty: 5084.586426
	Iteration 60F: 3 clusters Score -3104852 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -3104878.250000 Penalty: 5084.586426
	Iteration 61Q: 3 clusters Score -3104878 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -3104912.250000 Penalty: 5084.586426
	Iteration 62Q: 3 clusters Score -3104912 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -3104929.000000 Penalty: 5084.586426
	Iteration 63Q: 3 clusters Score -3104929 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -3104960.250000 Penalty: 5084.586426
	Iteration 64Q: 3 clusters Score -3104960 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -3104991.000000 Penalty: 5084.586426
	Iteration 65Q: 3 clusters Score -3104991 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -3105023.250000 Penalty: 5084.586426
	Iteration 66Q: 3 clusters Score -3105023 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -3105048.750000 Penalty: 5084.586426
	Iteration 67Q: 3 clusters Score -3105049 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -3105088.250000 Penalty: 5084.586426
	Iteration 68Q: 3 clusters Score -3105088 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -3105117.000000 Penalty: 5084.586426
	Iteration 69Q: 3 clusters Score -3105117 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -3105130.000000 Penalty: 5084.586426
	Iteration 70Q: 3 clusters Score -3105130 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -3105160.500000 Penalty: 5084.586426
	Iteration 71Q: 3 clusters Score -3105160 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -3105172.750000 Penalty: 5084.586426
	Iteration 72Q: 3 clusters Score -3105173 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -3105178.000000 Penalty: 5084.586426
	Iteration 73Q: 3 clusters Score -3105178 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -3105186.750000 Penalty: 5084.586426
	Iteration 74Q: 3 clusters Score -3105187 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -3105223.750000 Penalty: 5084.586426
	Iteration 75Q: 3 clusters Score -3105224 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -3105237.000000 Penalty: 5084.586426
	Iteration 76Q: 3 clusters Score -3105237 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -3105247.750000 Penalty: 5084.586426
	Iteration 77Q: 3 clusters Score -3105248 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -3105257.250000 Penalty: 5084.586426
	Iteration 78Q: 3 clusters Score -3105257 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -3105276.750000 Penalty: 5084.586426
	Iteration 79Q: 3 clusters Score -3105277 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -3105290.500000 Penalty: 5084.586426
	Iteration 80F: 3 clusters Score -3105290 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -3105319.500000 Penalty: 5084.586426
	Iteration 81Q: 3 clusters Score -3105320 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -3105359.000000 Penalty: 5084.586426
	Iteration 82Q: 3 clusters Score -3105359 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -3105377.000000 Penalty: 5084.586426
	Iteration 83Q: 3 clusters Score -3105377 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -3105417.500000 Penalty: 5084.586426
	Iteration 84Q: 3 clusters Score -3105418 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -3105448.250000 Penalty: 5084.586426
	Iteration 85Q: 3 clusters Score -3105448 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -3105480.500000 Penalty: 5084.586426
	Iteration 86Q: 3 clusters Score -3105480 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -3105506.000000 Penalty: 5084.586426
	Iteration 87Q: 3 clusters Score -3105506 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -3105543.500000 Penalty: 5084.586426
	Iteration 88Q: 3 clusters Score -3105544 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -3105577.750000 Penalty: 5084.586426
	Iteration 89Q: 3 clusters Score -3105578 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -3105607.000000 Penalty: 5084.586426
	Iteration 90Q: 3 clusters Score -3105607 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -3105633.250000 Penalty: 5084.586426
	Iteration 91Q: 3 clusters Score -3105633 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -3105661.750000 Penalty: 5084.586426
	Iteration 92Q: 3 clusters Score -3105662 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -3105683.250000 Penalty: 5084.586426
	Iteration 93Q: 3 clusters Score -3105683 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -3105708.500000 Penalty: 5084.586426
	Iteration 94Q: 3 clusters Score -3105708 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -3105738.250000 Penalty: 5084.586426
	Iteration 95Q: 3 clusters Score -3105738 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3105762.000000 Penalty: 5084.586426
	Iteration 96Q: 3 clusters Score -3105762 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3105785.250000 Penalty: 5084.586426
	Iteration 97Q: 3 clusters Score -3105785 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -3105813.000000 Penalty: 5084.586426
	Iteration 98Q: 3 clusters Score -3105813 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3105847.250000 Penalty: 5084.586426
	Iteration 99Q: 3 clusters Score -3105847 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -3105856.500000 Penalty: 5084.586426
	Iteration 100F: 3 clusters Score -3105856 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -3105877.000000 Penalty: 5084.586426
	Iteration 101Q: 3 clusters Score -3105877 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -3105903.250000 Penalty: 5084.586426
	Iteration 102Q: 3 clusters Score -3105903 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3105938.750000 Penalty: 5084.586426
	Iteration 103Q: 3 clusters Score -3105939 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3105950.500000 Penalty: 5084.586426
	Iteration 104Q: 3 clusters Score -3105950 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -3105962.500000 Penalty: 5084.586426
	Iteration 105Q: 3 clusters Score -3105962 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3105982.750000 Penalty: 5084.586426
	Iteration 106Q: 3 clusters Score -3105983 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3105992.500000 Penalty: 5084.586426
	Iteration 107Q: 3 clusters Score -3105992 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3106015.500000 Penalty: 5084.586426
	Iteration 108Q: 3 clusters Score -3106016 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3106026.250000 Penalty: 5084.586426
	Iteration 109Q: 3 clusters Score -3106026 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3106044.750000 Penalty: 5084.586426
	Iteration 110Q: 3 clusters Score -3106045 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3106055.500000 Penalty: 5084.586426
	Iteration 111Q: 3 clusters Score -3106056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3106064.000000 Penalty: 5084.586426
	Iteration 112Q: 3 clusters Score -3106064 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3106086.000000 Penalty: 5084.586426
	Iteration 113Q: 3 clusters Score -3106086 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3106095.500000 Penalty: 5084.586426
	Iteration 114Q: 3 clusters Score -3106096 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3106107.250000 Penalty: 5084.586426
	Iteration 115Q: 3 clusters Score -3106107 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3106135.750000 Penalty: 5084.586426
	Iteration 116Q: 3 clusters Score -3106136 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3106144.000000 Penalty: 5084.586426
	Iteration 117Q: 3 clusters Score -3106144 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3106155.500000 Penalty: 5084.586426
	Iteration 118Q: 3 clusters Score -3106156 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3106175.500000 Penalty: 5084.586426
	Iteration 119Q: 3 clusters Score -3106176 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3106201.500000 Penalty: 5084.586426
	Iteration 120F: 3 clusters Score -3106202 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3106217.250000 Penalty: 5084.586426
	Iteration 121Q: 3 clusters Score -3106217 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3106244.000000 Penalty: 5084.586426
	Iteration 122Q: 3 clusters Score -3106244 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3106257.250000 Penalty: 5084.586426
	Iteration 123Q: 3 clusters Score -3106257 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3106280.500000 Penalty: 5084.586426
	Iteration 124Q: 3 clusters Score -3106280 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3106307.750000 Penalty: 5084.586426
	Iteration 125Q: 3 clusters Score -3106308 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3106318.000000 Penalty: 5084.586426
	Iteration 126Q: 3 clusters Score -3106318 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3106335.000000 Penalty: 5084.586426
	Iteration 127Q: 3 clusters Score -3106335 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3106347.750000 Penalty: 5084.586426
	Iteration 128Q: 3 clusters Score -3106348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3106358.000000 Penalty: 5084.586426
	Iteration 129Q: 3 clusters Score -3106358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3106367.250000 Penalty: 5084.586426
	Iteration 130Q: 3 clusters Score -3106367 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3106387.250000 Penalty: 5084.586426
	Iteration 131Q: 3 clusters Score -3106387 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3106393.250000 Penalty: 5084.586426
	Iteration 132Q: 3 clusters Score -3106393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3106397.750000 Penalty: 5084.586426
	Iteration 133Q: 3 clusters Score -3106398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3106404.750000 Penalty: 5084.586426
	Iteration 134Q: 3 clusters Score -3106405 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3106408.500000 Penalty: 5084.586426
	Iteration 135Q: 3 clusters Score -3106408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3106416.250000 Penalty: 5084.586426
	Iteration 136Q: 3 clusters Score -3106416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3106426.500000 Penalty: 5084.586426
	Iteration 137Q: 3 clusters Score -3106426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3106432.250000 Penalty: 5084.586426
	Iteration 138Q: 3 clusters Score -3106432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3106442.000000 Penalty: 5084.586426
	Iteration 139Q: 3 clusters Score -3106442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3106454.500000 Penalty: 5084.586426
	Iteration 140F: 3 clusters Score -3106454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3106462.250000 Penalty: 5084.586426
	Iteration 141Q: 3 clusters Score -3106462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3106472.000000 Penalty: 5084.586426
	Iteration 142Q: 3 clusters Score -3106472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3106476.500000 Penalty: 5084.586426
	Iteration 143Q: 3 clusters Score -3106476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3106480.000000 Penalty: 5084.586426
	Iteration 144Q: 3 clusters Score -3106480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3106485.250000 Penalty: 5084.586426
	Iteration 145Q: 3 clusters Score -3106485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3106492.750000 Penalty: 5084.586426
	Iteration 146Q: 3 clusters Score -3106493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3106496.750000 Penalty: 5084.586426
	Iteration 147Q: 3 clusters Score -3106497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3106509.750000 Penalty: 5084.586426
	Iteration 148Q: 3 clusters Score -3106510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3106520.000000 Penalty: 5084.586426
	Iteration 149Q: 3 clusters Score -3106520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3106519.500000 Penalty: 5084.586426
	Iteration 150Q: 3 clusters Score -3106520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3106527.000000 Penalty: 5084.586426
	Iteration 151Q: 3 clusters Score -3106527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3106529.250000 Penalty: 5084.586426
	Iteration 152Q: 3 clusters Score -3106529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3106529.250000 Penalty: 5084.586426
	Iteration 153F: 3 clusters Score -3106529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Entering Unmasked Estep 
Score: -3565945.500000 Penalty: 2601.139160
	Iteration 0F: 2 clusters Score -3565946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -3541584.750000 Penalty: 5202.278320
	Iteration 0F: 3 clusters Score -3541585 nChanged 16270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -3550919.500000 Penalty: 5202.278320
	Iteration 1F: 3 clusters Score -3550920 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -3551890.500000 Penalty: 5202.278320
	Iteration 2F: 3 clusters Score -3551890 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -3552981.500000 Penalty: 5202.278320
	Iteration 3F: 3 clusters Score -3552982 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -3554062.750000 Penalty: 5202.278320
	Iteration 4F: 3 clusters Score -3554063 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -3554955.000000 Penalty: 5202.278320
	Iteration 5F: 3 clusters Score -3554955 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -3555693.750000 Penalty: 5202.278320
	Iteration 6Q: 3 clusters Score -3555694 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -3556303.500000 Penalty: 5202.278320
	Iteration 7Q: 3 clusters Score -3556304 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -3556847.500000 Penalty: 5202.278320
	Iteration 8Q: 3 clusters Score -3556848 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -3557351.250000 Penalty: 5202.278320
	Iteration 9Q: 3 clusters Score -3557351 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -3557871.500000 Penalty: 5202.278320
	Iteration 10Q: 3 clusters Score -3557872 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -3558393.750000 Penalty: 5202.278320
	Iteration 11Q: 3 clusters Score -3558394 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -3558874.000000 Penalty: 5202.278320
	Iteration 12Q: 3 clusters Score -3558874 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -3559343.500000 Penalty: 5202.278320
	Iteration 13Q: 3 clusters Score -3559344 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -3559754.500000 Penalty: 5202.278320
	Iteration 14Q: 3 clusters Score -3559754 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -3560088.500000 Penalty: 5202.278320
	Iteration 15Q: 3 clusters Score -3560088 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -3560432.250000 Penalty: 5202.278320
	Iteration 16Q: 3 clusters Score -3560432 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -3560702.250000 Penalty: 5202.278320
	Iteration 17Q: 3 clusters Score -3560702 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -3560926.750000 Penalty: 5202.278320
	Iteration 18Q: 3 clusters Score -3560927 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -3561162.750000 Penalty: 5202.278320
	Iteration 19Q: 3 clusters Score -3561163 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -3561380.500000 Penalty: 5202.278320
	Iteration 20F: 3 clusters Score -3561380 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -3561564.000000 Penalty: 5202.278320
	Iteration 21Q: 3 clusters Score -3561564 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -3561742.000000 Penalty: 5202.278320
	Iteration 22Q: 3 clusters Score -3561742 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -3561919.250000 Penalty: 5202.278320
	Iteration 23Q: 3 clusters Score -3561919 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -3562104.750000 Penalty: 5202.278320
	Iteration 24Q: 3 clusters Score -3562105 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -3562285.750000 Penalty: 5202.278320
	Iteration 25Q: 3 clusters Score -3562286 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -3562453.500000 Penalty: 5202.278320
	Iteration 26Q: 3 clusters Score -3562454 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -3562617.000000 Penalty: 5202.278320
	Iteration 27Q: 3 clusters Score -3562617 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -3562767.000000 Penalty: 5202.278320
	Iteration 28Q: 3 clusters Score -3562767 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -3562886.750000 Penalty: 5202.278320
	Iteration 29Q: 3 clusters Score -3562887 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -3563016.250000 Penalty: 5202.278320
	Iteration 30Q: 3 clusters Score -3563016 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -3563124.500000 Penalty: 5202.278320
	Iteration 31Q: 3 clusters Score -3563124 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -3563237.750000 Penalty: 5202.278320
	Iteration 32Q: 3 clusters Score -3563238 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -3563352.000000 Penalty: 5202.278320
	Iteration 33Q: 3 clusters Score -3563352 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -3563421.500000 Penalty: 5202.278320
	Iteration 34Q: 3 clusters Score -3563422 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3563502.750000 Penalty: 5202.278320
	Iteration 35Q: 3 clusters Score -3563503 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -3563578.750000 Penalty: 5202.278320
	Iteration 36Q: 3 clusters Score -3563579 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -3563656.750000 Penalty: 5202.278320
	Iteration 37Q: 3 clusters Score -3563657 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -3563707.000000 Penalty: 5202.278320
	Iteration 38Q: 3 clusters Score -3563707 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3563751.000000 Penalty: 5202.278320
	Iteration 39Q: 3 clusters Score -3563751 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -3563790.750000 Penalty: 5202.278320
	Iteration 40F: 3 clusters Score -3563791 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3563817.750000 Penalty: 5202.278320
	Iteration 41Q: 3 clusters Score -3563818 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3563837.500000 Penalty: 5202.278320
	Iteration 42Q: 3 clusters Score -3563838 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3563871.000000 Penalty: 5202.278320
	Iteration 43Q: 3 clusters Score -3563871 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3563910.000000 Penalty: 5202.278320
	Iteration 44Q: 3 clusters Score -3563910 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3563933.250000 Penalty: 5202.278320
	Iteration 45Q: 3 clusters Score -3563933 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3563955.250000 Penalty: 5202.278320
	Iteration 46Q: 3 clusters Score -3563955 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3563971.250000 Penalty: 5202.278320
	Iteration 47Q: 3 clusters Score -3563971 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3563991.000000 Penalty: 5202.278320
	Iteration 48Q: 3 clusters Score -3563991 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3563997.750000 Penalty: 5202.278320
	Iteration 49Q: 3 clusters Score -3563998 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3564011.500000 Penalty: 5202.278320
	Iteration 50Q: 3 clusters Score -3564012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3564017.750000 Penalty: 5202.278320
	Iteration 51Q: 3 clusters Score -3564018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3564024.000000 Penalty: 5202.278320
	Iteration 52Q: 3 clusters Score -3564024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3564031.250000 Penalty: 5202.278320
	Iteration 53Q: 3 clusters Score -3564031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3564034.000000 Penalty: 5202.278320
	Iteration 54Q: 3 clusters Score -3564034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3564036.000000 Penalty: 5202.278320
	Iteration 55Q: 3 clusters Score -3564036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3564041.000000 Penalty: 5202.278320
	Iteration 56Q: 3 clusters Score -3564041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3564044.750000 Penalty: 5202.278320
	Iteration 57Q: 3 clusters Score -3564045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3564047.250000 Penalty: 5202.278320
	Iteration 58Q: 3 clusters Score -3564047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3564042.000000 Penalty: 5202.278320
	Iteration 59Q: 3 clusters Score -3564042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3564049.250000 Penalty: 5202.278320
	Iteration 60F: 3 clusters Score -3564049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3564048.000000 Penalty: 5202.278320
	Iteration 61Q: 3 clusters Score -3564048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3564056.000000 Penalty: 5202.278320
	Iteration 62Q: 3 clusters Score -3564056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3564057.250000 Penalty: 5202.278320
	Iteration 63Q: 3 clusters Score -3564057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3564059.000000 Penalty: 5202.278320
	Iteration 64Q: 3 clusters Score -3564059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3564064.500000 Penalty: 5202.278320
	Iteration 65Q: 3 clusters Score -3564064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3564063.000000 Penalty: 5202.278320
	Iteration 66Q: 3 clusters Score -3564063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3564070.500000 Penalty: 5202.278320
	Iteration 67Q: 3 clusters Score -3564070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3564071.500000 Penalty: 5202.278320
	Iteration 68Q: 3 clusters Score -3564072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3564071.500000 Penalty: 5202.278320
	Iteration 69F: 3 clusters Score -3564072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Entering Unmasked Estep 
Score: -565574.000000 Penalty: 2129.506348
	Iteration 0F: 2 clusters Score -565574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -560817.562500 Penalty: 4259.012695
	Iteration 0F: 3 clusters Score -560817.6 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -561909.875000 Penalty: 4259.012695
	Iteration 1F: 3 clusters Score -561909.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -562130.812500 Penalty: 4259.012695
	Iteration 2F: 3 clusters Score -562130.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -562307.750000 Penalty: 4259.012695
	Iteration 3F: 3 clusters Score -562307.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -562478.000000 Penalty: 4259.012695
	Iteration 4Q: 3 clusters Score -562478 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -562640.437500 Penalty: 4259.012695
	Iteration 5Q: 3 clusters Score -562640.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -562844.875000 Penalty: 4259.012695
	Iteration 6Q: 3 clusters Score -562844.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -563051.312500 Penalty: 4259.012695
	Iteration 7Q: 3 clusters Score -563051.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -563253.375000 Penalty: 4259.012695
	Iteration 8Q: 3 clusters Score -563253.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -563419.875000 Penalty: 4259.012695
	Iteration 9Q: 3 clusters Score -563419.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -563573.687500 Penalty: 4259.012695
	Iteration 10Q: 3 clusters Score -563573.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -563689.500000 Penalty: 4259.012695
	Iteration 11Q: 3 clusters Score -563689.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -563787.250000 Penalty: 4259.012695
	Iteration 12Q: 3 clusters Score -563787.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -563862.062500 Penalty: 4259.012695
	Iteration 13Q: 3 clusters Score -563862.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -563912.375000 Penalty: 4259.012695
	Iteration 14Q: 3 clusters Score -563912.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -563950.125000 Penalty: 4259.012695
	Iteration 15Q: 3 clusters Score -563950.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -563977.625000 Penalty: 4259.012695
	Iteration 16Q: 3 clusters Score -563977.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -563991.750000 Penalty: 4259.012695
	Iteration 17Q: 3 clusters Score -563991.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -563998.250000 Penalty: 4259.012695
	Iteration 18Q: 3 clusters Score -563998.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -563999.812500 Penalty: 4259.012695
	Iteration 19Q: 3 clusters Score -563999.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -564003.000000 Penalty: 4259.012695
	Iteration 20F: 3 clusters Score -564003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -564006.125000 Penalty: 4259.012695
	Iteration 21Q: 3 clusters Score -564006.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -564007.937500 Penalty: 4259.012695
	Iteration 22Q: 3 clusters Score -564007.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -564011.062500 Penalty: 4259.012695
	Iteration 23Q: 3 clusters Score -564011.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -564012.125000 Penalty: 4259.012695
	Iteration 24Q: 3 clusters Score -564012.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -564014.750000 Penalty: 4259.012695
	Iteration 25Q: 3 clusters Score -564014.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -564016.312500 Penalty: 4259.012695
	Iteration 26Q: 3 clusters Score -564016.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -564016.312500 Penalty: 4259.012695
	Iteration 27F: 3 clusters Score -564016.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (34971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Entering Unmasked Estep 
Score: -3788861.250000 Penalty: 2594.644043
	Iteration 0F: 2 clusters Score -3788861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -3765163.000000 Penalty: 5189.288086
	Iteration 0F: 3 clusters Score -3765163 nChanged 15911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -3774059.000000 Penalty: 5189.288086
	Iteration 1F: 3 clusters Score -3774059 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -3774754.250000 Penalty: 5189.288086
	Iteration 2F: 3 clusters Score -3774754 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -3775439.500000 Penalty: 5189.288086
	Iteration 3Q: 3 clusters Score -3775440 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -3776128.750000 Penalty: 5189.288086
	Iteration 4Q: 3 clusters Score -3776129 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -3776902.250000 Penalty: 5189.288086
	Iteration 5Q: 3 clusters Score -3776902 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -3777773.750000 Penalty: 5189.288086
	Iteration 6Q: 3 clusters Score -3777774 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -3778848.250000 Penalty: 5189.288086
	Iteration 7F: 3 clusters Score -3778848 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -3780247.500000 Penalty: 5189.288086
	Iteration 8F: 3 clusters Score -3780248 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -3782010.000000 Penalty: 5189.288086
	Iteration 9F: 3 clusters Score -3782010 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -3783881.500000 Penalty: 5189.288086
	Iteration 10F: 3 clusters Score -3783882 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -3785371.000000 Penalty: 5189.288086
	Iteration 11F: 3 clusters Score -3785371 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -3786304.000000 Penalty: 5189.288086
	Iteration 12Q: 3 clusters Score -3786304 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -3786798.000000 Penalty: 5189.288086
	Iteration 13Q: 3 clusters Score -3786798 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -3787028.500000 Penalty: 5189.288086
	Iteration 14Q: 3 clusters Score -3787028 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -3787172.500000 Penalty: 5189.288086
	Iteration 15Q: 3 clusters Score -3787172 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -3787248.250000 Penalty: 5189.288086
	Iteration 16Q: 3 clusters Score -3787248 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -3787310.500000 Penalty: 5189.288086
	Iteration 17Q: 3 clusters Score -3787310 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -3787322.750000 Penalty: 5189.288086
	Iteration 18Q: 3 clusters Score -3787323 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -3787350.500000 Penalty: 5189.288086
	Iteration 19Q: 3 clusters Score -3787350 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -3787360.000000 Penalty: 5189.288086
	Iteration 20F: 3 clusters Score -3787360 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -3787366.000000 Penalty: 5189.288086
	Iteration 21Q: 3 clusters Score -3787366 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -3787381.250000 Penalty: 5189.288086
	Iteration 22Q: 3 clusters Score -3787381 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -3787396.500000 Penalty: 5189.288086
	Iteration 23Q: 3 clusters Score -3787396 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -3787407.750000 Penalty: 5189.288086
	Iteration 24Q: 3 clusters Score -3787408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -3787399.500000 Penalty: 5189.288086
	Iteration 25Q: 3 clusters Score -3787400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -3787404.000000 Penalty: 5189.288086
	Iteration 26Q: 3 clusters Score -3787404 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -3787401.250000 Penalty: 5189.288086
	Iteration 27Q: 3 clusters Score -3787401 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -3787411.500000 Penalty: 5189.288086
	Iteration 28Q: 3 clusters Score -3787412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -3787401.750000 Penalty: 5189.288086
	Iteration 29Q: 3 clusters Score -3787402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -3787402.250000 Penalty: 5189.288086
	Iteration 30Q: 3 clusters Score -3787402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -3787408.000000 Penalty: 5189.288086
	Iteration 31Q: 3 clusters Score -3787408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -3787411.250000 Penalty: 5189.288086
	Iteration 32Q: 3 clusters Score -3787411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -3787409.000000 Penalty: 5189.288086
	Iteration 33Q: 3 clusters Score -3787409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -3787410.250000 Penalty: 5189.288086
	Iteration 34Q: 3 clusters Score -3787410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -3787408.000000 Penalty: 5189.288086
	Iteration 35Q: 3 clusters Score -3787408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -3787415.750000 Penalty: 5189.288086
	Iteration 36Q: 3 clusters Score -3787416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -3787422.500000 Penalty: 5189.288086
	Iteration 37Q: 3 clusters Score -3787422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -3787424.750000 Penalty: 5189.288086
	Iteration 38Q: 3 clusters Score -3787425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -3787426.500000 Penalty: 5189.288086
	Iteration 39Q: 3 clusters Score -3787426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -3787425.500000 Penalty: 5189.288086
	Iteration 40F: 3 clusters Score -3787426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -3787424.250000 Penalty: 5189.288086
	Iteration 41Q: 3 clusters Score -3787424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -3787422.000000 Penalty: 5189.288086
	Iteration 42Q: 3 clusters Score -3787422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -3787419.250000 Penalty: 5189.288086
	Iteration 43Q: 3 clusters Score -3787419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -3787419.250000 Penalty: 5189.288086
	Iteration 44F: 3 clusters Score -3787419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Entering Unmasked Estep 
Score: -514390.437500 Penalty: 2095.118164
	Iteration 0F: 2 clusters Score -514390.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -510122.718750 Penalty: 4190.236328
	Iteration 0F: 3 clusters Score -510122.7 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -511168.875000 Penalty: 4190.236328
	Iteration 1F: 3 clusters Score -511168.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -511358.125000 Penalty: 4190.236328
	Iteration 2F: 3 clusters Score -511358.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -511476.375000 Penalty: 4190.236328
	Iteration 3Q: 3 clusters Score -511476.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -511547.656250 Penalty: 4190.236328
	Iteration 4Q: 3 clusters Score -511547.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -511600.562500 Penalty: 4190.236328
	Iteration 5Q: 3 clusters Score -511600.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -511640.000000 Penalty: 4190.236328
	Iteration 6Q: 3 clusters Score -511640 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -511678.437500 Penalty: 4190.236328
	Iteration 7Q: 3 clusters Score -511678.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -511713.843750 Penalty: 4190.236328
	Iteration 8Q: 3 clusters Score -511713.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -511751.437500 Penalty: 4190.236328
	Iteration 9Q: 3 clusters Score -511751.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -511792.843750 Penalty: 4190.236328
	Iteration 10Q: 3 clusters Score -511792.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -511826.718750 Penalty: 4190.236328
	Iteration 11Q: 3 clusters Score -511826.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -511859.781250 Penalty: 4190.236328
	Iteration 12Q: 3 clusters Score -511859.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -511886.312500 Penalty: 4190.236328
	Iteration 13Q: 3 clusters Score -511886.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -511920.906250 Penalty: 4190.236328
	Iteration 14Q: 3 clusters Score -511920.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -511956.687500 Penalty: 4190.236328
	Iteration 15Q: 3 clusters Score -511956.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -511991.218750 Penalty: 4190.236328
	Iteration 16Q: 3 clusters Score -511991.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -512031.687500 Penalty: 4190.236328
	Iteration 17Q: 3 clusters Score -512031.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -512069.500000 Penalty: 4190.236328
	Iteration 18Q: 3 clusters Score -512069.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -512114.312500 Penalty: 4190.236328
	Iteration 19Q: 3 clusters Score -512114.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -512150.750000 Penalty: 4190.236328
	Iteration 20F: 3 clusters Score -512150.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -512180.500000 Penalty: 4190.236328
	Iteration 21Q: 3 clusters Score -512180.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -512209.812500 Penalty: 4190.236328
	Iteration 22Q: 3 clusters Score -512209.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -512243.250000 Penalty: 4190.236328
	Iteration 23Q: 3 clusters Score -512243.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -512271.718750 Penalty: 4190.236328
	Iteration 24Q: 3 clusters Score -512271.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -512298.250000 Penalty: 4190.236328
	Iteration 25Q: 3 clusters Score -512298.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -512328.968750 Penalty: 4190.236328
	Iteration 26Q: 3 clusters Score -512329 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -512359.468750 Penalty: 4190.236328
	Iteration 27Q: 3 clusters Score -512359.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -512384.718750 Penalty: 4190.236328
	Iteration 28Q: 3 clusters Score -512384.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -512403.437500 Penalty: 4190.236328
	Iteration 29Q: 3 clusters Score -512403.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -512422.000000 Penalty: 4190.236328
	Iteration 30Q: 3 clusters Score -512422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -512440.406250 Penalty: 4190.236328
	Iteration 31Q: 3 clusters Score -512440.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -512457.375000 Penalty: 4190.236328
	Iteration 32Q: 3 clusters Score -512457.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -512467.218750 Penalty: 4190.236328
	Iteration 33Q: 3 clusters Score -512467.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -512479.781250 Penalty: 4190.236328
	Iteration 34Q: 3 clusters Score -512479.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -512492.031250 Penalty: 4190.236328
	Iteration 35Q: 3 clusters Score -512492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -512502.843750 Penalty: 4190.236328
	Iteration 36Q: 3 clusters Score -512502.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -512513.093750 Penalty: 4190.236328
	Iteration 37Q: 3 clusters Score -512513.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -512521.625000 Penalty: 4190.236328
	Iteration 38Q: 3 clusters Score -512521.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -512529.562500 Penalty: 4190.236328
	Iteration 39Q: 3 clusters Score -512529.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -512544.906250 Penalty: 4190.236328
	Iteration 40F: 3 clusters Score -512544.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -512553.312500 Penalty: 4190.236328
	Iteration 41Q: 3 clusters Score -512553.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -512561.000000 Penalty: 4190.236328
	Iteration 42Q: 3 clusters Score -512561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -512567.437500 Penalty: 4190.236328
	Iteration 43Q: 3 clusters Score -512567.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -512571.062500 Penalty: 4190.236328
	Iteration 44Q: 3 clusters Score -512571.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -512577.812500 Penalty: 4190.236328
	Iteration 45Q: 3 clusters Score -512577.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -512583.218750 Penalty: 4190.236328
	Iteration 46Q: 3 clusters Score -512583.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -512589.156250 Penalty: 4190.236328
	Iteration 47Q: 3 clusters Score -512589.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -512594.062500 Penalty: 4190.236328
	Iteration 48Q: 3 clusters Score -512594.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -512598.312500 Penalty: 4190.236328
	Iteration 49Q: 3 clusters Score -512598.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -512601.218750 Penalty: 4190.236328
	Iteration 50Q: 3 clusters Score -512601.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -512603.843750 Penalty: 4190.236328
	Iteration 51Q: 3 clusters Score -512603.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -512606.468750 Penalty: 4190.236328
	Iteration 52Q: 3 clusters Score -512606.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -512608.812500 Penalty: 4190.236328
	Iteration 53Q: 3 clusters Score -512608.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -512609.906250 Penalty: 4190.236328
	Iteration 54Q: 3 clusters Score -512609.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -512609.906250 Penalty: 4190.236328
	Iteration 55F: 3 clusters Score -512609.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Entering Unmasked Estep 
Score: -328249.562500 Penalty: 2013.019409
	Iteration 0F: 2 clusters Score -328249.6 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 1670 members 
Entering Unmasked Estep 
Score: -324799.312500 Penalty: 4026.038818
	Iteration 0F: 3 clusters Score -324799.3 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -325598.625000 Penalty: 4026.038818
	Iteration 1F: 3 clusters Score -325598.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -325822.937500 Penalty: 4026.038818
	Iteration 2F: 3 clusters Score -325822.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -325984.687500 Penalty: 4026.038818
	Iteration 3F: 3 clusters Score -325984.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -326126.250000 Penalty: 4026.038818
	Iteration 4Q: 3 clusters Score -326126.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -326267.812500 Penalty: 4026.038818
	Iteration 5Q: 3 clusters Score -326267.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -326390.562500 Penalty: 4026.038818
	Iteration 6Q: 3 clusters Score -326390.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -326491.968750 Penalty: 4026.038818
	Iteration 7Q: 3 clusters Score -326492 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -326579.843750 Penalty: 4026.038818
	Iteration 8Q: 3 clusters Score -326579.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -326678.625000 Penalty: 4026.038818
	Iteration 9Q: 3 clusters Score -326678.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -326767.718750 Penalty: 4026.038818
	Iteration 10Q: 3 clusters Score -326767.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -326838.093750 Penalty: 4026.038818
	Iteration 11Q: 3 clusters Score -326838.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -326883.125000 Penalty: 4026.038818
	Iteration 12Q: 3 clusters Score -326883.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -326932.343750 Penalty: 4026.038818
	Iteration 13Q: 3 clusters Score -326932.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -326975.406250 Penalty: 4026.038818
	Iteration 14Q: 3 clusters Score -326975.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -327020.437500 Penalty: 4026.038818
	Iteration 15Q: 3 clusters Score -327020.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -327059.750000 Penalty: 4026.038818
	Iteration 16Q: 3 clusters Score -327059.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -327090.468750 Penalty: 4026.038818
	Iteration 17Q: 3 clusters Score -327090.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -327118.218750 Penalty: 4026.038818
	Iteration 18Q: 3 clusters Score -327118.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -327133.812500 Penalty: 4026.038818
	Iteration 19Q: 3 clusters Score -327133.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -327152.093750 Penalty: 4026.038818
	Iteration 20F: 3 clusters Score -327152.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -327168.062500 Penalty: 4026.038818
	Iteration 21Q: 3 clusters Score -327168.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -327178.875000 Penalty: 4026.038818
	Iteration 22Q: 3 clusters Score -327178.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -327187.343750 Penalty: 4026.038818
	Iteration 23Q: 3 clusters Score -327187.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -327190.812500 Penalty: 4026.038818
	Iteration 24Q: 3 clusters Score -327190.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -327196.781250 Penalty: 4026.038818
	Iteration 25Q: 3 clusters Score -327196.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -327200.687500 Penalty: 4026.038818
	Iteration 26Q: 3 clusters Score -327200.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -327205.968750 Penalty: 4026.038818
	Iteration 27Q: 3 clusters Score -327206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -327210.156250 Penalty: 4026.038818
	Iteration 28Q: 3 clusters Score -327210.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -327213.718750 Penalty: 4026.038818
	Iteration 29Q: 3 clusters Score -327213.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -327216.843750 Penalty: 4026.038818
	Iteration 30Q: 3 clusters Score -327216.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -327221.218750 Penalty: 4026.038818
	Iteration 31Q: 3 clusters Score -327221.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -327226.218750 Penalty: 4026.038818
	Iteration 32Q: 3 clusters Score -327226.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -327231.718750 Penalty: 4026.038818
	Iteration 33Q: 3 clusters Score -327231.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -327233.218750 Penalty: 4026.038818
	Iteration 34Q: 3 clusters Score -327233.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -327233.625000 Penalty: 4026.038818
	Iteration 35Q: 3 clusters Score -327233.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -327234.750000 Penalty: 4026.038818
	Iteration 36Q: 3 clusters Score -327234.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -327235.250000 Penalty: 4026.038818
	Iteration 37Q: 3 clusters Score -327235.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -327237.906250 Penalty: 4026.038818
	Iteration 38Q: 3 clusters Score -327237.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -327239.718750 Penalty: 4026.038818
	Iteration 39Q: 3 clusters Score -327239.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -327240.093750 Penalty: 4026.038818
	Iteration 40F: 3 clusters Score -327240.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -327240.968750 Penalty: 4026.038818
	Iteration 41Q: 3 clusters Score -327241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -327242.312500 Penalty: 4026.038818
	Iteration 42Q: 3 clusters Score -327242.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -327243.843750 Penalty: 4026.038818
	Iteration 43Q: 3 clusters Score -327243.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -327244.531250 Penalty: 4026.038818
	Iteration 44Q: 3 clusters Score -327244.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -327244.531250 Penalty: 4026.038818
	Iteration 45F: 3 clusters Score -327244.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Entering Unmasked Estep 
Score: -567210.437500 Penalty: 2172.903076
	Iteration 0F: 2 clusters Score -567210.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -561862.187500 Penalty: 4345.806152
	Iteration 0F: 3 clusters Score -561862.2 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -563321.500000 Penalty: 4345.806152
	Iteration 1F: 3 clusters Score -563321.5 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -563638.812500 Penalty: 4345.806152
	Iteration 2F: 3 clusters Score -563638.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -563868.937500 Penalty: 4345.806152
	Iteration 3F: 3 clusters Score -563868.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -564063.625000 Penalty: 4345.806152
	Iteration 4F: 3 clusters Score -564063.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -564234.437500 Penalty: 4345.806152
	Iteration 5Q: 3 clusters Score -564234.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -564380.812500 Penalty: 4345.806152
	Iteration 6Q: 3 clusters Score -564380.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -564508.187500 Penalty: 4345.806152
	Iteration 7Q: 3 clusters Score -564508.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -564614.000000 Penalty: 4345.806152
	Iteration 8Q: 3 clusters Score -564614 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -564736.687500 Penalty: 4345.806152
	Iteration 9Q: 3 clusters Score -564736.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -564855.625000 Penalty: 4345.806152
	Iteration 10Q: 3 clusters Score -564855.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -564947.937500 Penalty: 4345.806152
	Iteration 11Q: 3 clusters Score -564947.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -565017.937500 Penalty: 4345.806152
	Iteration 12Q: 3 clusters Score -565017.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -565077.437500 Penalty: 4345.806152
	Iteration 13Q: 3 clusters Score -565077.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -565117.687500 Penalty: 4345.806152
	Iteration 14Q: 3 clusters Score -565117.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -565149.125000 Penalty: 4345.806152
	Iteration 15Q: 3 clusters Score -565149.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -565175.187500 Penalty: 4345.806152
	Iteration 16Q: 3 clusters Score -565175.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -565195.937500 Penalty: 4345.806152
	Iteration 17Q: 3 clusters Score -565195.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -565219.062500 Penalty: 4345.806152
	Iteration 18Q: 3 clusters Score -565219.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -565233.062500 Penalty: 4345.806152
	Iteration 19Q: 3 clusters Score -565233.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -565247.500000 Penalty: 4345.806152
	Iteration 20F: 3 clusters Score -565247.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -565263.000000 Penalty: 4345.806152
	Iteration 21Q: 3 clusters Score -565263 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -565274.312500 Penalty: 4345.806152
	Iteration 22Q: 3 clusters Score -565274.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -565282.187500 Penalty: 4345.806152
	Iteration 23Q: 3 clusters Score -565282.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -565287.750000 Penalty: 4345.806152
	Iteration 24Q: 3 clusters Score -565287.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -565295.000000 Penalty: 4345.806152
	Iteration 25Q: 3 clusters Score -565295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -565298.875000 Penalty: 4345.806152
	Iteration 26Q: 3 clusters Score -565298.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -565302.500000 Penalty: 4345.806152
	Iteration 27Q: 3 clusters Score -565302.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -565306.562500 Penalty: 4345.806152
	Iteration 28Q: 3 clusters Score -565306.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -565313.750000 Penalty: 4345.806152
	Iteration 29Q: 3 clusters Score -565313.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -565322.000000 Penalty: 4345.806152
	Iteration 30Q: 3 clusters Score -565322 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -565332.500000 Penalty: 4345.806152
	Iteration 31Q: 3 clusters Score -565332.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -565337.500000 Penalty: 4345.806152
	Iteration 32Q: 3 clusters Score -565337.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -565344.250000 Penalty: 4345.806152
	Iteration 33Q: 3 clusters Score -565344.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -565349.000000 Penalty: 4345.806152
	Iteration 34Q: 3 clusters Score -565349 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -565356.000000 Penalty: 4345.806152
	Iteration 35Q: 3 clusters Score -565356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -565361.750000 Penalty: 4345.806152
	Iteration 36Q: 3 clusters Score -565361.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -565366.937500 Penalty: 4345.806152
	Iteration 37Q: 3 clusters Score -565366.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -565373.312500 Penalty: 4345.806152
	Iteration 38Q: 3 clusters Score -565373.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -565377.625000 Penalty: 4345.806152
	Iteration 39Q: 3 clusters Score -565377.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -565382.687500 Penalty: 4345.806152
	Iteration 40F: 3 clusters Score -565382.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -565388.375000 Penalty: 4345.806152
	Iteration 41Q: 3 clusters Score -565388.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -565391.562500 Penalty: 4345.806152
	Iteration 42Q: 3 clusters Score -565391.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -565395.375000 Penalty: 4345.806152
	Iteration 43Q: 3 clusters Score -565395.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -565395.687500 Penalty: 4345.806152
	Iteration 44Q: 3 clusters Score -565395.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -565397.187500 Penalty: 4345.806152
	Iteration 45Q: 3 clusters Score -565397.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -565399.000000 Penalty: 4345.806152
	Iteration 46Q: 3 clusters Score -565399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -565400.750000 Penalty: 4345.806152
	Iteration 47Q: 3 clusters Score -565400.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -565402.062500 Penalty: 4345.806152
	Iteration 48Q: 3 clusters Score -565402.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -565407.437500 Penalty: 4345.806152
	Iteration 49Q: 3 clusters Score -565407.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -565410.937500 Penalty: 4345.806152
	Iteration 50Q: 3 clusters Score -565410.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -565414.125000 Penalty: 4345.806152
	Iteration 51Q: 3 clusters Score -565414.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -565417.750000 Penalty: 4345.806152
	Iteration 52Q: 3 clusters Score -565417.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -565427.062500 Penalty: 4345.806152
	Iteration 53Q: 3 clusters Score -565427.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -565434.750000 Penalty: 4345.806152
	Iteration 54Q: 3 clusters Score -565434.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -565442.250000 Penalty: 4345.806152
	Iteration 55Q: 3 clusters Score -565442.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -565446.250000 Penalty: 4345.806152
	Iteration 56Q: 3 clusters Score -565446.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -565453.125000 Penalty: 4345.806152
	Iteration 57Q: 3 clusters Score -565453.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -565459.250000 Penalty: 4345.806152
	Iteration 58Q: 3 clusters Score -565459.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -565468.250000 Penalty: 4345.806152
	Iteration 59Q: 3 clusters Score -565468.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -565476.125000 Penalty: 4345.806152
	Iteration 60F: 3 clusters Score -565476.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -565484.125000 Penalty: 4345.806152
	Iteration 61Q: 3 clusters Score -565484.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -565491.812500 Penalty: 4345.806152
	Iteration 62Q: 3 clusters Score -565491.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -565505.000000 Penalty: 4345.806152
	Iteration 63Q: 3 clusters Score -565505 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -565516.062500 Penalty: 4345.806152
	Iteration 64Q: 3 clusters Score -565516.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -565536.250000 Penalty: 4345.806152
	Iteration 65Q: 3 clusters Score -565536.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -565571.937500 Penalty: 4345.806152
	Iteration 66Q: 3 clusters Score -565571.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -565614.562500 Penalty: 4345.806152
	Iteration 67Q: 3 clusters Score -565614.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -565655.750000 Penalty: 4345.806152
	Iteration 68Q: 3 clusters Score -565655.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -565692.625000 Penalty: 4345.806152
	Iteration 69Q: 3 clusters Score -565692.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -565715.625000 Penalty: 4345.806152
	Iteration 70Q: 3 clusters Score -565715.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -565736.187500 Penalty: 4345.806152
	Iteration 71Q: 3 clusters Score -565736.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -565754.937500 Penalty: 4345.806152
	Iteration 72Q: 3 clusters Score -565754.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -565771.937500 Penalty: 4345.806152
	Iteration 73Q: 3 clusters Score -565771.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -565780.125000 Penalty: 4345.806152
	Iteration 74Q: 3 clusters Score -565780.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -565789.437500 Penalty: 4345.806152
	Iteration 75Q: 3 clusters Score -565789.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -565795.687500 Penalty: 4345.806152
	Iteration 76Q: 3 clusters Score -565795.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -565802.937500 Penalty: 4345.806152
	Iteration 77Q: 3 clusters Score -565802.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -565809.062500 Penalty: 4345.806152
	Iteration 78Q: 3 clusters Score -565809.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -565811.750000 Penalty: 4345.806152
	Iteration 79Q: 3 clusters Score -565811.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -565814.875000 Penalty: 4345.806152
	Iteration 80F: 3 clusters Score -565814.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -565816.500000 Penalty: 4345.806152
	Iteration 81Q: 3 clusters Score -565816.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -565818.000000 Penalty: 4345.806152
	Iteration 82Q: 3 clusters Score -565818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -565819.812500 Penalty: 4345.806152
	Iteration 83Q: 3 clusters Score -565819.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -565822.062500 Penalty: 4345.806152
	Iteration 84Q: 3 clusters Score -565822.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -565821.437500 Penalty: 4345.806152
	Iteration 85Q: 3 clusters Score -565821.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -565821.500000 Penalty: 4345.806152
	Iteration 86Q: 3 clusters Score -565821.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -565821.750000 Penalty: 4345.806152
	Iteration 87Q: 3 clusters Score -565821.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -565822.562500 Penalty: 4345.806152
	Iteration 88Q: 3 clusters Score -565822.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -565822.562500 Penalty: 4345.806152
	Iteration 89F: 3 clusters Score -565822.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (89797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89797 members 
Entering Unmasked Estep 
Score: -9797048.000000 Penalty: 2828.516113
	Iteration 0F: 2 clusters Score -9797048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45046 members 
Mstep: Class 2 contains 44751 members 
Entering Unmasked Estep 
Score: -9736868.000000 Penalty: 5657.032227
	Iteration 0F: 3 clusters Score -9736868 nChanged 42219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -9761142.000000 Penalty: 5657.032227
	Iteration 1F: 3 clusters Score -9761142 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47270 members 
Mstep: Class 2 contains 42527 members 
Entering Unmasked Estep 
Score: -9761841.000000 Penalty: 5657.032227
	Iteration 2Q: 3 clusters Score -9761841 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48511 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -9762675.000000 Penalty: 5657.032227
	Iteration 3Q: 3 clusters Score -9762675 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50369 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -9763631.000000 Penalty: 5657.032227
	Iteration 4Q: 3 clusters Score -9763631 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52997 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -9765023.000000 Penalty: 5657.032227
	Iteration 5Q: 3 clusters Score -9765023 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56655 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -9767027.000000 Penalty: 5657.032227
	Iteration 6Q: 3 clusters Score -9767027 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61549 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -9770154.000000 Penalty: 5657.032227
	Iteration 7F: 3 clusters Score -9770154 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67659 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -9774675.000000 Penalty: 5657.032227
	Iteration 8F: 3 clusters Score -9774675 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74458 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -9780447.000000 Penalty: 5657.032227
	Iteration 9F: 3 clusters Score -9780447 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80726 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -9786181.000000 Penalty: 5657.032227
	Iteration 10F: 3 clusters Score -9786181 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85277 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -9790454.000000 Penalty: 5657.032227
	Iteration 11F: 3 clusters Score -9790454 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87862 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -9792779.000000 Penalty: 5657.032227
	Iteration 12Q: 3 clusters Score -9792779 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88962 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -9793794.000000 Penalty: 5657.032227
	Iteration 13Q: 3 clusters Score -9793794 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89337 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -9794178.000000 Penalty: 5657.032227
	Iteration 14Q: 3 clusters Score -9794178 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89459 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9794352.000000 Penalty: 5657.032227
	Iteration 15Q: 3 clusters Score -9794352 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89512 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -9794451.000000 Penalty: 5657.032227
	Iteration 16Q: 3 clusters Score -9794451 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89532 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -9794506.000000 Penalty: 5657.032227
	Iteration 17Q: 3 clusters Score -9794506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89543 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9794519.000000 Penalty: 5657.032227
	Iteration 18Q: 3 clusters Score -9794519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89551 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9794551.000000 Penalty: 5657.032227
	Iteration 19Q: 3 clusters Score -9794551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89560 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9794560.000000 Penalty: 5657.032227
	Iteration 20F: 3 clusters Score -9794560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89563 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9794574.000000 Penalty: 5657.032227
	Iteration 21Q: 3 clusters Score -9794574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89562 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -9794585.000000 Penalty: 5657.032227
	Iteration 22Q: 3 clusters Score -9794585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89564 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9794586.000000 Penalty: 5657.032227
	Iteration 23Q: 3 clusters Score -9794586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89565 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9794593.000000 Penalty: 5657.032227
	Iteration 24Q: 3 clusters Score -9794593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89565 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9794595.000000 Penalty: 5657.032227
	Iteration 25Q: 3 clusters Score -9794595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89567 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -9794600.000000 Penalty: 5657.032227
	Iteration 26Q: 3 clusters Score -9794600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89568 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9794606.000000 Penalty: 5657.032227
	Iteration 27Q: 3 clusters Score -9794606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89570 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9794610.000000 Penalty: 5657.032227
	Iteration 28Q: 3 clusters Score -9794610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89572 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -9794620.000000 Penalty: 5657.032227
	Iteration 29Q: 3 clusters Score -9794620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89574 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9794622.000000 Penalty: 5657.032227
	Iteration 30Q: 3 clusters Score -9794622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89574 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9794622.000000 Penalty: 5657.032227
	Iteration 31F: 3 clusters Score -9794622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Entering Unmasked Estep 
Score: -107591.421875 Penalty: 1706.844604
	Iteration 0F: 2 clusters Score -107591.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -105659.960938 Penalty: 3413.689209
	Iteration 0F: 3 clusters Score -105660 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -105911.796875 Penalty: 3413.689209
	Iteration 1F: 3 clusters Score -105911.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -105969.281250 Penalty: 3413.689209
	Iteration 2F: 3 clusters Score -105969.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -105999.031250 Penalty: 3413.689209
	Iteration 3Q: 3 clusters Score -105999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -106016.929688 Penalty: 3413.689209
	Iteration 4Q: 3 clusters Score -106016.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -106034.585938 Penalty: 3413.689209
	Iteration 5Q: 3 clusters Score -106034.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -106043.265625 Penalty: 3413.689209
	Iteration 6Q: 3 clusters Score -106043.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -106050.031250 Penalty: 3413.689209
	Iteration 7Q: 3 clusters Score -106050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -106055.789062 Penalty: 3413.689209
	Iteration 8Q: 3 clusters Score -106055.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -106058.335938 Penalty: 3413.689209
	Iteration 9Q: 3 clusters Score -106058.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -106059.132812 Penalty: 3413.689209
	Iteration 10Q: 3 clusters Score -106059.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -106060.070312 Penalty: 3413.689209
	Iteration 11Q: 3 clusters Score -106060.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -106060.070312 Penalty: 3413.689209
	Iteration 12F: 3 clusters Score -106060.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (13730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Entering Unmasked Estep 
Score: -1513329.500000 Penalty: 2362.779785
	Iteration 0F: 2 clusters Score -1513330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1503288.875000 Penalty: 4725.559570
	Iteration 0F: 3 clusters Score -1503289 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1506475.375000 Penalty: 4725.559570
	Iteration 1F: 3 clusters Score -1506475 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1506921.500000 Penalty: 4725.559570
	Iteration 2F: 3 clusters Score -1506922 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1507288.500000 Penalty: 4725.559570
	Iteration 3F: 3 clusters Score -1507288 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1507689.250000 Penalty: 4725.559570
	Iteration 4F: 3 clusters Score -1507689 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1508137.000000 Penalty: 4725.559570
	Iteration 5F: 3 clusters Score -1508137 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1508596.500000 Penalty: 4725.559570
	Iteration 6F: 3 clusters Score -1508596 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1509126.750000 Penalty: 4725.559570
	Iteration 7F: 3 clusters Score -1509127 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1509661.625000 Penalty: 4725.559570
	Iteration 8F: 3 clusters Score -1509662 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1510134.000000 Penalty: 4725.559570
	Iteration 9Q: 3 clusters Score -1510134 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1510547.500000 Penalty: 4725.559570
	Iteration 10Q: 3 clusters Score -1510548 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1510815.375000 Penalty: 4725.559570
	Iteration 11Q: 3 clusters Score -1510815 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1510991.500000 Penalty: 4725.559570
	Iteration 12Q: 3 clusters Score -1510992 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1511086.875000 Penalty: 4725.559570
	Iteration 13Q: 3 clusters Score -1511087 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1511153.375000 Penalty: 4725.559570
	Iteration 14Q: 3 clusters Score -1511153 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1511195.625000 Penalty: 4725.559570
	Iteration 15Q: 3 clusters Score -1511196 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1511238.250000 Penalty: 4725.559570
	Iteration 16Q: 3 clusters Score -1511238 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1511257.500000 Penalty: 4725.559570
	Iteration 17Q: 3 clusters Score -1511258 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1511278.250000 Penalty: 4725.559570
	Iteration 18Q: 3 clusters Score -1511278 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1511297.625000 Penalty: 4725.559570
	Iteration 19Q: 3 clusters Score -1511298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1511306.250000 Penalty: 4725.559570
	Iteration 20F: 3 clusters Score -1511306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1511312.500000 Penalty: 4725.559570
	Iteration 21Q: 3 clusters Score -1511312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1511321.250000 Penalty: 4725.559570
	Iteration 22Q: 3 clusters Score -1511321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1511331.000000 Penalty: 4725.559570
	Iteration 23Q: 3 clusters Score -1511331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1511343.500000 Penalty: 4725.559570
	Iteration 24Q: 3 clusters Score -1511344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1511347.875000 Penalty: 4725.559570
	Iteration 25Q: 3 clusters Score -1511348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1511348.250000 Penalty: 4725.559570
	Iteration 26Q: 3 clusters Score -1511348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1511352.000000 Penalty: 4725.559570
	Iteration 27Q: 3 clusters Score -1511352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1511351.875000 Penalty: 4725.559570
	Iteration 28Q: 3 clusters Score -1511352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1511351.875000 Penalty: 4725.559570
	Iteration 29F: 3 clusters Score -1511352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Entering Unmasked Estep 
Score: -908779.250000 Penalty: 2241.160889
	Iteration 0F: 2 clusters Score -908779.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -902130.937500 Penalty: 4482.321777
	Iteration 0F: 3 clusters Score -902130.9 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -903908.750000 Penalty: 4482.321777
	Iteration 1F: 3 clusters Score -903908.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -904216.875000 Penalty: 4482.321777
	Iteration 2F: 3 clusters Score -904216.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -904480.500000 Penalty: 4482.321777
	Iteration 3F: 3 clusters Score -904480.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -904754.687500 Penalty: 4482.321777
	Iteration 4Q: 3 clusters Score -904754.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -905055.375000 Penalty: 4482.321777
	Iteration 5Q: 3 clusters Score -905055.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -905331.812500 Penalty: 4482.321777
	Iteration 6Q: 3 clusters Score -905331.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -905591.875000 Penalty: 4482.321777
	Iteration 7Q: 3 clusters Score -905591.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -905846.500000 Penalty: 4482.321777
	Iteration 8Q: 3 clusters Score -905846.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -906082.312500 Penalty: 4482.321777
	Iteration 9Q: 3 clusters Score -906082.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -906272.812500 Penalty: 4482.321777
	Iteration 10Q: 3 clusters Score -906272.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -906443.875000 Penalty: 4482.321777
	Iteration 11Q: 3 clusters Score -906443.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -906576.187500 Penalty: 4482.321777
	Iteration 12Q: 3 clusters Score -906576.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -906692.437500 Penalty: 4482.321777
	Iteration 13Q: 3 clusters Score -906692.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -906816.687500 Penalty: 4482.321777
	Iteration 14Q: 3 clusters Score -906816.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -906911.687500 Penalty: 4482.321777
	Iteration 15Q: 3 clusters Score -906911.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -907007.875000 Penalty: 4482.321777
	Iteration 16Q: 3 clusters Score -907007.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -907083.375000 Penalty: 4482.321777
	Iteration 17Q: 3 clusters Score -907083.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -907129.750000 Penalty: 4482.321777
	Iteration 18Q: 3 clusters Score -907129.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -907160.750000 Penalty: 4482.321777
	Iteration 19Q: 3 clusters Score -907160.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -907189.875000 Penalty: 4482.321777
	Iteration 20F: 3 clusters Score -907189.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -907214.062500 Penalty: 4482.321777
	Iteration 21Q: 3 clusters Score -907214.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -907232.375000 Penalty: 4482.321777
	Iteration 22Q: 3 clusters Score -907232.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -907244.750000 Penalty: 4482.321777
	Iteration 23Q: 3 clusters Score -907244.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -907261.062500 Penalty: 4482.321777
	Iteration 24Q: 3 clusters Score -907261.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -907269.812500 Penalty: 4482.321777
	Iteration 25Q: 3 clusters Score -907269.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -907277.750000 Penalty: 4482.321777
	Iteration 26Q: 3 clusters Score -907277.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -907282.125000 Penalty: 4482.321777
	Iteration 27Q: 3 clusters Score -907282.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -907286.062500 Penalty: 4482.321777
	Iteration 28Q: 3 clusters Score -907286.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -907289.500000 Penalty: 4482.321777
	Iteration 29Q: 3 clusters Score -907289.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -907292.500000 Penalty: 4482.321777
	Iteration 30Q: 3 clusters Score -907292.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -907297.687500 Penalty: 4482.321777
	Iteration 31Q: 3 clusters Score -907297.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -907303.312500 Penalty: 4482.321777
	Iteration 32Q: 3 clusters Score -907303.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -907308.687500 Penalty: 4482.321777
	Iteration 33Q: 3 clusters Score -907308.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -907314.687500 Penalty: 4482.321777
	Iteration 34Q: 3 clusters Score -907314.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -907320.750000 Penalty: 4482.321777
	Iteration 35Q: 3 clusters Score -907320.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -907328.500000 Penalty: 4482.321777
	Iteration 36Q: 3 clusters Score -907328.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -907332.750000 Penalty: 4482.321777
	Iteration 37Q: 3 clusters Score -907332.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -907336.500000 Penalty: 4482.321777
	Iteration 38Q: 3 clusters Score -907336.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -907341.875000 Penalty: 4482.321777
	Iteration 39Q: 3 clusters Score -907341.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -907349.687500 Penalty: 4482.321777
	Iteration 40F: 3 clusters Score -907349.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -907361.312500 Penalty: 4482.321777
	Iteration 41Q: 3 clusters Score -907361.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -907367.750000 Penalty: 4482.321777
	Iteration 42Q: 3 clusters Score -907367.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -907371.500000 Penalty: 4482.321777
	Iteration 43Q: 3 clusters Score -907371.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -907376.687500 Penalty: 4482.321777
	Iteration 44Q: 3 clusters Score -907376.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -907383.312500 Penalty: 4482.321777
	Iteration 45Q: 3 clusters Score -907383.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -907384.937500 Penalty: 4482.321777
	Iteration 46Q: 3 clusters Score -907384.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -907386.687500 Penalty: 4482.321777
	Iteration 47Q: 3 clusters Score -907386.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -907389.437500 Penalty: 4482.321777
	Iteration 48Q: 3 clusters Score -907389.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -907390.937500 Penalty: 4482.321777
	Iteration 49Q: 3 clusters Score -907390.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -907393.375000 Penalty: 4482.321777
	Iteration 50Q: 3 clusters Score -907393.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -907400.000000 Penalty: 4482.321777
	Iteration 51Q: 3 clusters Score -907400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -907402.250000 Penalty: 4482.321777
	Iteration 52Q: 3 clusters Score -907402.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -907406.562500 Penalty: 4482.321777
	Iteration 53Q: 3 clusters Score -907406.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -907411.000000 Penalty: 4482.321777
	Iteration 54Q: 3 clusters Score -907411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -907413.437500 Penalty: 4482.321777
	Iteration 55Q: 3 clusters Score -907413.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -907415.937500 Penalty: 4482.321777
	Iteration 56Q: 3 clusters Score -907415.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -907417.562500 Penalty: 4482.321777
	Iteration 57Q: 3 clusters Score -907417.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -907418.875000 Penalty: 4482.321777
	Iteration 58Q: 3 clusters Score -907418.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -907420.500000 Penalty: 4482.321777
	Iteration 59Q: 3 clusters Score -907420.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -907419.562500 Penalty: 4482.321777
	Iteration 60F: 3 clusters Score -907419.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Entering Unmasked Estep 
Score: -507870.968750 Penalty: 2133.135010
	Iteration 0F: 2 clusters Score -507871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -503074.343750 Penalty: 4266.270020
	Iteration 0F: 3 clusters Score -503074.3 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -504250.906250 Penalty: 4266.270020
	Iteration 1F: 3 clusters Score -504250.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -504494.343750 Penalty: 4266.270020
	Iteration 2F: 3 clusters Score -504494.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -504663.906250 Penalty: 4266.270020
	Iteration 3Q: 3 clusters Score -504663.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -504808.812500 Penalty: 4266.270020
	Iteration 4Q: 3 clusters Score -504808.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -504927.375000 Penalty: 4266.270020
	Iteration 5Q: 3 clusters Score -504927.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -505033.625000 Penalty: 4266.270020
	Iteration 6Q: 3 clusters Score -505033.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -505143.125000 Penalty: 4266.270020
	Iteration 7Q: 3 clusters Score -505143.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -505270.062500 Penalty: 4266.270020
	Iteration 8Q: 3 clusters Score -505270.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -505401.250000 Penalty: 4266.270020
	Iteration 9Q: 3 clusters Score -505401.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -505554.500000 Penalty: 4266.270020
	Iteration 10Q: 3 clusters Score -505554.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -505705.375000 Penalty: 4266.270020
	Iteration 11Q: 3 clusters Score -505705.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -505862.500000 Penalty: 4266.270020
	Iteration 12Q: 3 clusters Score -505862.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -505997.562500 Penalty: 4266.270020
	Iteration 13Q: 3 clusters Score -505997.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -506100.093750 Penalty: 4266.270020
	Iteration 14Q: 3 clusters Score -506100.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -506177.687500 Penalty: 4266.270020
	Iteration 15Q: 3 clusters Score -506177.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -506238.718750 Penalty: 4266.270020
	Iteration 16Q: 3 clusters Score -506238.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -506281.718750 Penalty: 4266.270020
	Iteration 17Q: 3 clusters Score -506281.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -506313.093750 Penalty: 4266.270020
	Iteration 18Q: 3 clusters Score -506313.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -506334.125000 Penalty: 4266.270020
	Iteration 19Q: 3 clusters Score -506334.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -506353.000000 Penalty: 4266.270020
	Iteration 20F: 3 clusters Score -506353 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -506369.875000 Penalty: 4266.270020
	Iteration 21Q: 3 clusters Score -506369.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -506382.687500 Penalty: 4266.270020
	Iteration 22Q: 3 clusters Score -506382.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -506394.093750 Penalty: 4266.270020
	Iteration 23Q: 3 clusters Score -506394.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -506400.281250 Penalty: 4266.270020
	Iteration 24Q: 3 clusters Score -506400.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -506405.437500 Penalty: 4266.270020
	Iteration 25Q: 3 clusters Score -506405.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -506411.406250 Penalty: 4266.270020
	Iteration 26Q: 3 clusters Score -506411.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -506414.625000 Penalty: 4266.270020
	Iteration 27Q: 3 clusters Score -506414.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -506421.437500 Penalty: 4266.270020
	Iteration 28Q: 3 clusters Score -506421.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -506426.218750 Penalty: 4266.270020
	Iteration 29Q: 3 clusters Score -506426.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -506428.562500 Penalty: 4266.270020
	Iteration 30Q: 3 clusters Score -506428.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -506431.468750 Penalty: 4266.270020
	Iteration 31Q: 3 clusters Score -506431.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -506433.281250 Penalty: 4266.270020
	Iteration 32Q: 3 clusters Score -506433.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -506434.375000 Penalty: 4266.270020
	Iteration 33Q: 3 clusters Score -506434.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -506434.906250 Penalty: 4266.270020
	Iteration 34Q: 3 clusters Score -506434.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -506436.625000 Penalty: 4266.270020
	Iteration 35Q: 3 clusters Score -506436.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -506436.093750 Penalty: 4266.270020
	Iteration 36Q: 3 clusters Score -506436.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -506436.093750 Penalty: 4266.270020
	Iteration 37Q: 3 clusters Score -506436.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -506436.093750 Penalty: 4266.270020
	Iteration 38F: 3 clusters Score -506436.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Entering Unmasked Estep 
Score: -527646.750000 Penalty: 2103.222656
	Iteration 0F: 2 clusters Score -527646.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -523191.437500 Penalty: 4206.445312
	Iteration 0F: 3 clusters Score -523191.4 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -524194.750000 Penalty: 4206.445312
	Iteration 1F: 3 clusters Score -524194.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -524381.687500 Penalty: 4206.445312
	Iteration 2F: 3 clusters Score -524381.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -524490.375000 Penalty: 4206.445312
	Iteration 3Q: 3 clusters Score -524490.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -524567.875000 Penalty: 4206.445312
	Iteration 4Q: 3 clusters Score -524567.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -524636.187500 Penalty: 4206.445312
	Iteration 5Q: 3 clusters Score -524636.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -524690.250000 Penalty: 4206.445312
	Iteration 6Q: 3 clusters Score -524690.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -524723.687500 Penalty: 4206.445312
	Iteration 7Q: 3 clusters Score -524723.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -524757.750000 Penalty: 4206.445312
	Iteration 8Q: 3 clusters Score -524757.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -524782.062500 Penalty: 4206.445312
	Iteration 9Q: 3 clusters Score -524782.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -524813.562500 Penalty: 4206.445312
	Iteration 10Q: 3 clusters Score -524813.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -524844.562500 Penalty: 4206.445312
	Iteration 11Q: 3 clusters Score -524844.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -524879.750000 Penalty: 4206.445312
	Iteration 12Q: 3 clusters Score -524879.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -524906.000000 Penalty: 4206.445312
	Iteration 13Q: 3 clusters Score -524906 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -524930.437500 Penalty: 4206.445312
	Iteration 14Q: 3 clusters Score -524930.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -524952.375000 Penalty: 4206.445312
	Iteration 15Q: 3 clusters Score -524952.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -524975.625000 Penalty: 4206.445312
	Iteration 16Q: 3 clusters Score -524975.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -524993.375000 Penalty: 4206.445312
	Iteration 17Q: 3 clusters Score -524993.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -525011.875000 Penalty: 4206.445312
	Iteration 18Q: 3 clusters Score -525011.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -525031.250000 Penalty: 4206.445312
	Iteration 19Q: 3 clusters Score -525031.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -525049.125000 Penalty: 4206.445312
	Iteration 20F: 3 clusters Score -525049.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -525065.187500 Penalty: 4206.445312
	Iteration 21Q: 3 clusters Score -525065.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -525088.750000 Penalty: 4206.445312
	Iteration 22Q: 3 clusters Score -525088.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -525110.250000 Penalty: 4206.445312
	Iteration 23Q: 3 clusters Score -525110.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -525132.125000 Penalty: 4206.445312
	Iteration 24Q: 3 clusters Score -525132.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -525153.812500 Penalty: 4206.445312
	Iteration 25Q: 3 clusters Score -525153.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -525180.562500 Penalty: 4206.445312
	Iteration 26Q: 3 clusters Score -525180.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -525215.250000 Penalty: 4206.445312
	Iteration 27Q: 3 clusters Score -525215.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -525248.875000 Penalty: 4206.445312
	Iteration 28Q: 3 clusters Score -525248.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -525272.937500 Penalty: 4206.445312
	Iteration 29Q: 3 clusters Score -525272.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -525292.125000 Penalty: 4206.445312
	Iteration 30Q: 3 clusters Score -525292.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -525308.812500 Penalty: 4206.445312
	Iteration 31Q: 3 clusters Score -525308.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -525327.062500 Penalty: 4206.445312
	Iteration 32Q: 3 clusters Score -525327.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -525357.125000 Penalty: 4206.445312
	Iteration 33Q: 3 clusters Score -525357.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -525390.312500 Penalty: 4206.445312
	Iteration 34Q: 3 clusters Score -525390.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -525434.250000 Penalty: 4206.445312
	Iteration 35Q: 3 clusters Score -525434.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -525487.625000 Penalty: 4206.445312
	Iteration 36Q: 3 clusters Score -525487.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -525556.875000 Penalty: 4206.445312
	Iteration 37Q: 3 clusters Score -525556.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -525634.625000 Penalty: 4206.445312
	Iteration 38Q: 3 clusters Score -525634.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -525725.187500 Penalty: 4206.445312
	Iteration 39Q: 3 clusters Score -525725.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -525816.125000 Penalty: 4206.445312
	Iteration 40F: 3 clusters Score -525816.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -525917.375000 Penalty: 4206.445312
	Iteration 41Q: 3 clusters Score -525917.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -525988.437500 Penalty: 4206.445312
	Iteration 42Q: 3 clusters Score -525988.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -526037.187500 Penalty: 4206.445312
	Iteration 43Q: 3 clusters Score -526037.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -526079.687500 Penalty: 4206.445312
	Iteration 44Q: 3 clusters Score -526079.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -526118.000000 Penalty: 4206.445312
	Iteration 45Q: 3 clusters Score -526118 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -526138.312500 Penalty: 4206.445312
	Iteration 46Q: 3 clusters Score -526138.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -526149.937500 Penalty: 4206.445312
	Iteration 47Q: 3 clusters Score -526149.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -526156.562500 Penalty: 4206.445312
	Iteration 48Q: 3 clusters Score -526156.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -526161.375000 Penalty: 4206.445312
	Iteration 49Q: 3 clusters Score -526161.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -526163.812500 Penalty: 4206.445312
	Iteration 50Q: 3 clusters Score -526163.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -526168.687500 Penalty: 4206.445312
	Iteration 51Q: 3 clusters Score -526168.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -526172.125000 Penalty: 4206.445312
	Iteration 52Q: 3 clusters Score -526172.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -526177.125000 Penalty: 4206.445312
	Iteration 53Q: 3 clusters Score -526177.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -526179.687500 Penalty: 4206.445312
	Iteration 54Q: 3 clusters Score -526179.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -526180.125000 Penalty: 4206.445312
	Iteration 55Q: 3 clusters Score -526180.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -526182.312500 Penalty: 4206.445312
	Iteration 56Q: 3 clusters Score -526182.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -526186.937500 Penalty: 4206.445312
	Iteration 57Q: 3 clusters Score -526186.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -526190.437500 Penalty: 4206.445312
	Iteration 58Q: 3 clusters Score -526190.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -526193.250000 Penalty: 4206.445312
	Iteration 59Q: 3 clusters Score -526193.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -526198.250000 Penalty: 4206.445312
	Iteration 60F: 3 clusters Score -526198.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -526202.812500 Penalty: 4206.445312
	Iteration 61Q: 3 clusters Score -526202.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -526209.625000 Penalty: 4206.445312
	Iteration 62Q: 3 clusters Score -526209.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -526214.562500 Penalty: 4206.445312
	Iteration 63Q: 3 clusters Score -526214.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -526220.187500 Penalty: 4206.445312
	Iteration 64Q: 3 clusters Score -526220.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -526225.687500 Penalty: 4206.445312
	Iteration 65Q: 3 clusters Score -526225.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -526228.625000 Penalty: 4206.445312
	Iteration 66Q: 3 clusters Score -526228.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -526231.062500 Penalty: 4206.445312
	Iteration 67Q: 3 clusters Score -526231.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -526233.875000 Penalty: 4206.445312
	Iteration 68Q: 3 clusters Score -526233.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -526235.750000 Penalty: 4206.445312
	Iteration 69Q: 3 clusters Score -526235.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -526235.250000 Penalty: 4206.445312
	Iteration 70Q: 3 clusters Score -526235.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -526235.250000 Penalty: 4206.445312
	Iteration 71F: 3 clusters Score -526235.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -47430.054688 Penalty: 1535.198242
	Iteration 0F: 2 clusters Score -47430.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -45936.546875 Penalty: 3070.396484
	Iteration 0F: 3 clusters Score -45936.55 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46106.386719 Penalty: 3070.396484
	Iteration 1F: 3 clusters Score -46106.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46179.156250 Penalty: 3070.396484
	Iteration 2Q: 3 clusters Score -46179.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -46204.304688 Penalty: 3070.396484
	Iteration 3Q: 3 clusters Score -46204.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46214.523438 Penalty: 3070.396484
	Iteration 4Q: 3 clusters Score -46214.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46225.437500 Penalty: 3070.396484
	Iteration 5Q: 3 clusters Score -46225.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46229.207031 Penalty: 3070.396484
	Iteration 6Q: 3 clusters Score -46229.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46231.023438 Penalty: 3070.396484
	Iteration 7Q: 3 clusters Score -46231.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46233.468750 Penalty: 3070.396484
	Iteration 8Q: 3 clusters Score -46233.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46237.593750 Penalty: 3070.396484
	Iteration 9Q: 3 clusters Score -46237.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46242.117188 Penalty: 3070.396484
	Iteration 10Q: 3 clusters Score -46242.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46242.117188 Penalty: 3070.396484
	Iteration 11F: 3 clusters Score -46242.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (14065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Entering Unmasked Estep 
Score: -1021371.062500 Penalty: 2368.758301
	Iteration 0F: 2 clusters Score -1021371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1011176.500000 Penalty: 4737.516602
	Iteration 0F: 3 clusters Score -1011176 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1014546.187500 Penalty: 4737.516602
	Iteration 1F: 3 clusters Score -1014546 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1015226.312500 Penalty: 4737.516602
	Iteration 2F: 3 clusters Score -1015226 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1015941.812500 Penalty: 4737.516602
	Iteration 3F: 3 clusters Score -1015942 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1016646.500000 Penalty: 4737.516602
	Iteration 4F: 3 clusters Score -1016646 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1017271.687500 Penalty: 4737.516602
	Iteration 5F: 3 clusters Score -1017272 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1017878.437500 Penalty: 4737.516602
	Iteration 6F: 3 clusters Score -1017878 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1018341.625000 Penalty: 4737.516602
	Iteration 7F: 3 clusters Score -1018342 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1018700.437500 Penalty: 4737.516602
	Iteration 8Q: 3 clusters Score -1018700 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1019005.125000 Penalty: 4737.516602
	Iteration 9Q: 3 clusters Score -1019005 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1019251.187500 Penalty: 4737.516602
	Iteration 10Q: 3 clusters Score -1019251 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1019446.312500 Penalty: 4737.516602
	Iteration 11Q: 3 clusters Score -1019446 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1019611.625000 Penalty: 4737.516602
	Iteration 12Q: 3 clusters Score -1019612 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1019768.000000 Penalty: 4737.516602
	Iteration 13Q: 3 clusters Score -1019768 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1019876.312500 Penalty: 4737.516602
	Iteration 14Q: 3 clusters Score -1019876 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1019956.187500 Penalty: 4737.516602
	Iteration 15Q: 3 clusters Score -1019956 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1020025.000000 Penalty: 4737.516602
	Iteration 16Q: 3 clusters Score -1020025 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1020076.187500 Penalty: 4737.516602
	Iteration 17Q: 3 clusters Score -1020076 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1020119.375000 Penalty: 4737.516602
	Iteration 18Q: 3 clusters Score -1020119 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1020158.437500 Penalty: 4737.516602
	Iteration 19Q: 3 clusters Score -1020158 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1020193.437500 Penalty: 4737.516602
	Iteration 20F: 3 clusters Score -1020193 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1020214.937500 Penalty: 4737.516602
	Iteration 21Q: 3 clusters Score -1020215 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1020238.750000 Penalty: 4737.516602
	Iteration 22Q: 3 clusters Score -1020239 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1020258.437500 Penalty: 4737.516602
	Iteration 23Q: 3 clusters Score -1020258 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1020281.500000 Penalty: 4737.516602
	Iteration 24Q: 3 clusters Score -1020282 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1020298.687500 Penalty: 4737.516602
	Iteration 25Q: 3 clusters Score -1020299 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1020312.125000 Penalty: 4737.516602
	Iteration 26Q: 3 clusters Score -1020312 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1020319.250000 Penalty: 4737.516602
	Iteration 27Q: 3 clusters Score -1020319 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1020331.375000 Penalty: 4737.516602
	Iteration 28Q: 3 clusters Score -1020331 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1020340.125000 Penalty: 4737.516602
	Iteration 29Q: 3 clusters Score -1020340 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1020352.562500 Penalty: 4737.516602
	Iteration 30Q: 3 clusters Score -1020353 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1020365.062500 Penalty: 4737.516602
	Iteration 31Q: 3 clusters Score -1020365 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1020371.625000 Penalty: 4737.516602
	Iteration 32Q: 3 clusters Score -1020372 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1020379.750000 Penalty: 4737.516602
	Iteration 33Q: 3 clusters Score -1020380 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1020388.812500 Penalty: 4737.516602
	Iteration 34Q: 3 clusters Score -1020389 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1020393.062500 Penalty: 4737.516602
	Iteration 35Q: 3 clusters Score -1020393 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1020399.375000 Penalty: 4737.516602
	Iteration 36Q: 3 clusters Score -1020399 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1020407.000000 Penalty: 4737.516602
	Iteration 37Q: 3 clusters Score -1020407 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1020412.062500 Penalty: 4737.516602
	Iteration 38Q: 3 clusters Score -1020412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1020417.312500 Penalty: 4737.516602
	Iteration 39Q: 3 clusters Score -1020417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1020417.437500 Penalty: 4737.516602
	Iteration 40F: 3 clusters Score -1020417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1020424.750000 Penalty: 4737.516602
	Iteration 41Q: 3 clusters Score -1020425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1020424.875000 Penalty: 4737.516602
	Iteration 42Q: 3 clusters Score -1020425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1020425.687500 Penalty: 4737.516602
	Iteration 43Q: 3 clusters Score -1020426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1020428.187500 Penalty: 4737.516602
	Iteration 44Q: 3 clusters Score -1020428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1020429.000000 Penalty: 4737.516602
	Iteration 45Q: 3 clusters Score -1020429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1020430.875000 Penalty: 4737.516602
	Iteration 46Q: 3 clusters Score -1020431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1020433.000000 Penalty: 4737.516602
	Iteration 47Q: 3 clusters Score -1020433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1020433.687500 Penalty: 4737.516602
	Iteration 48Q: 3 clusters Score -1020434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1020438.187500 Penalty: 4737.516602
	Iteration 49Q: 3 clusters Score -1020438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1020440.562500 Penalty: 4737.516602
	Iteration 50Q: 3 clusters Score -1020441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1020442.500000 Penalty: 4737.516602
	Iteration 51Q: 3 clusters Score -1020442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1020447.312500 Penalty: 4737.516602
	Iteration 52Q: 3 clusters Score -1020447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1020450.250000 Penalty: 4737.516602
	Iteration 53Q: 3 clusters Score -1020450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1020452.562500 Penalty: 4737.516602
	Iteration 54Q: 3 clusters Score -1020453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1020453.062500 Penalty: 4737.516602
	Iteration 55Q: 3 clusters Score -1020453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1020457.312500 Penalty: 4737.516602
	Iteration 56Q: 3 clusters Score -1020457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1020455.875000 Penalty: 4737.516602
	Iteration 57Q: 3 clusters Score -1020456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1020460.437500 Penalty: 4737.516602
	Iteration 58Q: 3 clusters Score -1020460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1020461.250000 Penalty: 4737.516602
	Iteration 59Q: 3 clusters Score -1020461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1020463.875000 Penalty: 4737.516602
	Iteration 60F: 3 clusters Score -1020464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1020465.000000 Penalty: 4737.516602
	Iteration 61Q: 3 clusters Score -1020465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1020467.312500 Penalty: 4737.516602
	Iteration 62Q: 3 clusters Score -1020467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1020468.187500 Penalty: 4737.516602
	Iteration 63Q: 3 clusters Score -1020468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1020470.000000 Penalty: 4737.516602
	Iteration 64Q: 3 clusters Score -1020470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1020471.625000 Penalty: 4737.516602
	Iteration 65Q: 3 clusters Score -1020472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1020474.250000 Penalty: 4737.516602
	Iteration 66Q: 3 clusters Score -1020474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1020475.125000 Penalty: 4737.516602
	Iteration 67Q: 3 clusters Score -1020475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1020474.500000 Penalty: 4737.516602
	Iteration 68Q: 3 clusters Score -1020474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1020477.187500 Penalty: 4737.516602
	Iteration 69Q: 3 clusters Score -1020477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1020475.562500 Penalty: 4737.516602
	Iteration 70Q: 3 clusters Score -1020476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1020474.375000 Penalty: 4737.516602
	Iteration 71Q: 3 clusters Score -1020474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1020479.187500 Penalty: 4737.516602
	Iteration 72Q: 3 clusters Score -1020479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1020482.500000 Penalty: 4737.516602
	Iteration 73Q: 3 clusters Score -1020482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1020481.875000 Penalty: 4737.516602
	Iteration 74Q: 3 clusters Score -1020482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1020486.187500 Penalty: 4737.516602
	Iteration 75Q: 3 clusters Score -1020486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1020487.562500 Penalty: 4737.516602
	Iteration 76Q: 3 clusters Score -1020488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1020489.312500 Penalty: 4737.516602
	Iteration 77Q: 3 clusters Score -1020489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1020487.812500 Penalty: 4737.516602
	Iteration 78Q: 3 clusters Score -1020488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1020489.375000 Penalty: 4737.516602
	Iteration 79Q: 3 clusters Score -1020489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1020486.500000 Penalty: 4737.516602
	Iteration 80F: 3 clusters Score -1020486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1020488.812500 Penalty: 4737.516602
	Iteration 81Q: 3 clusters Score -1020489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1020489.187500 Penalty: 4737.516602
	Iteration 82Q: 3 clusters Score -1020489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1020491.625000 Penalty: 4737.516602
	Iteration 83Q: 3 clusters Score -1020492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1020490.937500 Penalty: 4737.516602
	Iteration 84Q: 3 clusters Score -1020491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1020492.625000 Penalty: 4737.516602
	Iteration 85Q: 3 clusters Score -1020493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1020491.562500 Penalty: 4737.516602
	Iteration 86Q: 3 clusters Score -1020492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1020490.812500 Penalty: 4737.516602
	Iteration 87Q: 3 clusters Score -1020491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1020491.187500 Penalty: 4737.516602
	Iteration 88Q: 3 clusters Score -1020491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1020491.125000 Penalty: 4737.516602
	Iteration 89Q: 3 clusters Score -1020491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1020493.187500 Penalty: 4737.516602
	Iteration 90Q: 3 clusters Score -1020493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1020493.187500 Penalty: 4737.516602
	Iteration 91F: 3 clusters Score -1020493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Entering Unmasked Estep 
Score: -935355.437500 Penalty: 2271.025635
	Iteration 0F: 2 clusters Score -935355.4 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 4843 members 
Entering Unmasked Estep 
Score: -928064.625000 Penalty: 4542.051270
	Iteration 0F: 3 clusters Score -928064.6 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -930245.500000 Penalty: 4542.051270
	Iteration 1F: 3 clusters Score -930245.5 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -930657.125000 Penalty: 4542.051270
	Iteration 2F: 3 clusters Score -930657.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -931010.812500 Penalty: 4542.051270
	Iteration 3F: 3 clusters Score -931010.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -931374.375000 Penalty: 4542.051270
	Iteration 4F: 3 clusters Score -931374.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -931733.500000 Penalty: 4542.051270
	Iteration 5F: 3 clusters Score -931733.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -932073.062500 Penalty: 4542.051270
	Iteration 6F: 3 clusters Score -932073.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -932358.125000 Penalty: 4542.051270
	Iteration 7Q: 3 clusters Score -932358.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -932584.875000 Penalty: 4542.051270
	Iteration 8Q: 3 clusters Score -932584.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -932800.000000 Penalty: 4542.051270
	Iteration 9Q: 3 clusters Score -932800 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -932982.562500 Penalty: 4542.051270
	Iteration 10Q: 3 clusters Score -932982.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -933135.062500 Penalty: 4542.051270
	Iteration 11Q: 3 clusters Score -933135.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -933250.187500 Penalty: 4542.051270
	Iteration 12Q: 3 clusters Score -933250.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -933335.562500 Penalty: 4542.051270
	Iteration 13Q: 3 clusters Score -933335.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -933407.687500 Penalty: 4542.051270
	Iteration 14Q: 3 clusters Score -933407.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -933468.625000 Penalty: 4542.051270
	Iteration 15Q: 3 clusters Score -933468.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -933510.437500 Penalty: 4542.051270
	Iteration 16Q: 3 clusters Score -933510.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -933549.437500 Penalty: 4542.051270
	Iteration 17Q: 3 clusters Score -933549.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -933567.375000 Penalty: 4542.051270
	Iteration 18Q: 3 clusters Score -933567.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -933587.125000 Penalty: 4542.051270
	Iteration 19Q: 3 clusters Score -933587.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -933602.562500 Penalty: 4542.051270
	Iteration 20F: 3 clusters Score -933602.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -933620.062500 Penalty: 4542.051270
	Iteration 21Q: 3 clusters Score -933620.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -933636.250000 Penalty: 4542.051270
	Iteration 22Q: 3 clusters Score -933636.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -933645.437500 Penalty: 4542.051270
	Iteration 23Q: 3 clusters Score -933645.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -933657.250000 Penalty: 4542.051270
	Iteration 24Q: 3 clusters Score -933657.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -933670.437500 Penalty: 4542.051270
	Iteration 25Q: 3 clusters Score -933670.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -933690.187500 Penalty: 4542.051270
	Iteration 26Q: 3 clusters Score -933690.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -933696.937500 Penalty: 4542.051270
	Iteration 27Q: 3 clusters Score -933696.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -933703.375000 Penalty: 4542.051270
	Iteration 28Q: 3 clusters Score -933703.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -933704.375000 Penalty: 4542.051270
	Iteration 29Q: 3 clusters Score -933704.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -933706.062500 Penalty: 4542.051270
	Iteration 30Q: 3 clusters Score -933706.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -933705.062500 Penalty: 4542.051270
	Iteration 31Q: 3 clusters Score -933705.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -933709.062500 Penalty: 4542.051270
	Iteration 32Q: 3 clusters Score -933709.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -933710.937500 Penalty: 4542.051270
	Iteration 33Q: 3 clusters Score -933710.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -933713.250000 Penalty: 4542.051270
	Iteration 34Q: 3 clusters Score -933713.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -933712.625000 Penalty: 4542.051270
	Iteration 35Q: 3 clusters Score -933712.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -933714.937500 Penalty: 4542.051270
	Iteration 36Q: 3 clusters Score -933714.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -933719.250000 Penalty: 4542.051270
	Iteration 37Q: 3 clusters Score -933719.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -933719.000000 Penalty: 4542.051270
	Iteration 38Q: 3 clusters Score -933719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -933718.875000 Penalty: 4542.051270
	Iteration 39Q: 3 clusters Score -933718.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -933719.250000 Penalty: 4542.051270
	Iteration 40F: 3 clusters Score -933719.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -933720.500000 Penalty: 4542.051270
	Iteration 41Q: 3 clusters Score -933720.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -933721.312500 Penalty: 4542.051270
	Iteration 42Q: 3 clusters Score -933721.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -933720.375000 Penalty: 4542.051270
	Iteration 43Q: 3 clusters Score -933720.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -933722.062500 Penalty: 4542.051270
	Iteration 44Q: 3 clusters Score -933722.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -933721.750000 Penalty: 4542.051270
	Iteration 45Q: 3 clusters Score -933721.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -933721.437500 Penalty: 4542.051270
	Iteration 46Q: 3 clusters Score -933721.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -933722.125000 Penalty: 4542.051270
	Iteration 47Q: 3 clusters Score -933722.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -933722.750000 Penalty: 4542.051270
	Iteration 48Q: 3 clusters Score -933722.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -933722.750000 Penalty: 4542.051270
	Iteration 49F: 3 clusters Score -933722.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Entering Unmasked Estep 
Score: -1134024.500000 Penalty: 2296.901367
	Iteration 0F: 2 clusters Score -1134024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1126017.125000 Penalty: 4593.802734
	Iteration 0F: 3 clusters Score -1126017 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1128463.375000 Penalty: 4593.802734
	Iteration 1F: 3 clusters Score -1128463 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1128828.625000 Penalty: 4593.802734
	Iteration 2F: 3 clusters Score -1128829 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1129111.250000 Penalty: 4593.802734
	Iteration 3F: 3 clusters Score -1129111 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1129334.750000 Penalty: 4593.802734
	Iteration 4Q: 3 clusters Score -1129335 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1129544.250000 Penalty: 4593.802734
	Iteration 5Q: 3 clusters Score -1129544 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1129750.750000 Penalty: 4593.802734
	Iteration 6Q: 3 clusters Score -1129751 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1129998.375000 Penalty: 4593.802734
	Iteration 7Q: 3 clusters Score -1129998 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1130270.125000 Penalty: 4593.802734
	Iteration 8Q: 3 clusters Score -1130270 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1130551.875000 Penalty: 4593.802734
	Iteration 9Q: 3 clusters Score -1130552 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1130819.625000 Penalty: 4593.802734
	Iteration 10Q: 3 clusters Score -1130820 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1131049.000000 Penalty: 4593.802734
	Iteration 11Q: 3 clusters Score -1131049 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1131256.000000 Penalty: 4593.802734
	Iteration 12Q: 3 clusters Score -1131256 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1131418.125000 Penalty: 4593.802734
	Iteration 13Q: 3 clusters Score -1131418 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1131551.000000 Penalty: 4593.802734
	Iteration 14Q: 3 clusters Score -1131551 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1131643.750000 Penalty: 4593.802734
	Iteration 15Q: 3 clusters Score -1131644 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1131716.875000 Penalty: 4593.802734
	Iteration 16Q: 3 clusters Score -1131717 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1131796.375000 Penalty: 4593.802734
	Iteration 17Q: 3 clusters Score -1131796 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1131857.375000 Penalty: 4593.802734
	Iteration 18Q: 3 clusters Score -1131857 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1131891.625000 Penalty: 4593.802734
	Iteration 19Q: 3 clusters Score -1131892 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1131918.875000 Penalty: 4593.802734
	Iteration 20F: 3 clusters Score -1131919 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1131940.250000 Penalty: 4593.802734
	Iteration 21Q: 3 clusters Score -1131940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1131952.375000 Penalty: 4593.802734
	Iteration 22Q: 3 clusters Score -1131952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1131960.375000 Penalty: 4593.802734
	Iteration 23Q: 3 clusters Score -1131960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1131967.625000 Penalty: 4593.802734
	Iteration 24Q: 3 clusters Score -1131968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1131972.500000 Penalty: 4593.802734
	Iteration 25Q: 3 clusters Score -1131972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1131976.500000 Penalty: 4593.802734
	Iteration 26Q: 3 clusters Score -1131976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1131979.250000 Penalty: 4593.802734
	Iteration 27Q: 3 clusters Score -1131979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1131988.000000 Penalty: 4593.802734
	Iteration 28Q: 3 clusters Score -1131988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1131998.125000 Penalty: 4593.802734
	Iteration 29Q: 3 clusters Score -1131998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1132005.000000 Penalty: 4593.802734
	Iteration 30Q: 3 clusters Score -1132005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1132011.250000 Penalty: 4593.802734
	Iteration 31Q: 3 clusters Score -1132011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1132017.875000 Penalty: 4593.802734
	Iteration 32Q: 3 clusters Score -1132018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1132019.125000 Penalty: 4593.802734
	Iteration 33Q: 3 clusters Score -1132019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1132027.000000 Penalty: 4593.802734
	Iteration 34Q: 3 clusters Score -1132027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1132037.125000 Penalty: 4593.802734
	Iteration 35Q: 3 clusters Score -1132037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1132042.750000 Penalty: 4593.802734
	Iteration 36Q: 3 clusters Score -1132043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1132048.375000 Penalty: 4593.802734
	Iteration 37Q: 3 clusters Score -1132048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1132053.750000 Penalty: 4593.802734
	Iteration 38Q: 3 clusters Score -1132054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1132058.750000 Penalty: 4593.802734
	Iteration 39Q: 3 clusters Score -1132059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1132063.250000 Penalty: 4593.802734
	Iteration 40F: 3 clusters Score -1132063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1132069.250000 Penalty: 4593.802734
	Iteration 41Q: 3 clusters Score -1132069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1132074.500000 Penalty: 4593.802734
	Iteration 42Q: 3 clusters Score -1132074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1132080.250000 Penalty: 4593.802734
	Iteration 43Q: 3 clusters Score -1132080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1132083.000000 Penalty: 4593.802734
	Iteration 44Q: 3 clusters Score -1132083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1132084.000000 Penalty: 4593.802734
	Iteration 45Q: 3 clusters Score -1132084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1132086.875000 Penalty: 4593.802734
	Iteration 46Q: 3 clusters Score -1132087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1132086.875000 Penalty: 4593.802734
	Iteration 47F: 3 clusters Score -1132087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Entering Unmasked Estep 
Score: -245999.859375 Penalty: 1910.121948
	Iteration 0F: 2 clusters Score -245999.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -243281.781250 Penalty: 3820.243896
	Iteration 0F: 3 clusters Score -243281.8 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -243807.625000 Penalty: 3820.243896
	Iteration 1F: 3 clusters Score -243807.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -243928.375000 Penalty: 3820.243896
	Iteration 2F: 3 clusters Score -243928.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -243991.203125 Penalty: 3820.243896
	Iteration 3Q: 3 clusters Score -243991.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -244028.968750 Penalty: 3820.243896
	Iteration 4Q: 3 clusters Score -244029 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -244059.562500 Penalty: 3820.243896
	Iteration 5Q: 3 clusters Score -244059.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -244086.875000 Penalty: 3820.243896
	Iteration 6Q: 3 clusters Score -244086.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -244100.765625 Penalty: 3820.243896
	Iteration 7Q: 3 clusters Score -244100.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -244110.984375 Penalty: 3820.243896
	Iteration 8Q: 3 clusters Score -244111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -244119.484375 Penalty: 3820.243896
	Iteration 9Q: 3 clusters Score -244119.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -244127.640625 Penalty: 3820.243896
	Iteration 10Q: 3 clusters Score -244127.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -244132.687500 Penalty: 3820.243896
	Iteration 11Q: 3 clusters Score -244132.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -244139.187500 Penalty: 3820.243896
	Iteration 12Q: 3 clusters Score -244139.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -244142.968750 Penalty: 3820.243896
	Iteration 13Q: 3 clusters Score -244143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -244145.593750 Penalty: 3820.243896
	Iteration 14Q: 3 clusters Score -244145.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -244147.531250 Penalty: 3820.243896
	Iteration 15Q: 3 clusters Score -244147.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -244148.093750 Penalty: 3820.243896
	Iteration 16Q: 3 clusters Score -244148.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -244148.093750 Penalty: 3820.243896
	Iteration 17F: 3 clusters Score -244148.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -38861.515625 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -38861.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -37486.335938 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -37486.34 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -37786.031250 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -37786.03 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -37917.457031 Penalty: 3073.436279
	Iteration 2F: 3 clusters Score -37917.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -38010.906250 Penalty: 3073.436279
	Iteration 3Q: 3 clusters Score -38010.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -38065.492188 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -38065.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -38162.125000 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -38162.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -38261.082031 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -38261.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -38336.578125 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -38336.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -38399.042969 Penalty: 3073.436279
	Iteration 8Q: 3 clusters Score -38399.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -38435.296875 Penalty: 3073.436279
	Iteration 9Q: 3 clusters Score -38435.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -38489.566406 Penalty: 3073.436279
	Iteration 10Q: 3 clusters Score -38489.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -38539.277344 Penalty: 3073.436279
	Iteration 11Q: 3 clusters Score -38539.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -38599.144531 Penalty: 3073.436279
	Iteration 12Q: 3 clusters Score -38599.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -38650.085938 Penalty: 3073.436279
	Iteration 13Q: 3 clusters Score -38650.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -38667.484375 Penalty: 3073.436279
	Iteration 14F: 3 clusters Score -38667.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -38756.621094 Penalty: 3073.436279
	Iteration 15Q: 3 clusters Score -38756.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -38831.914062 Penalty: 3073.436279
	Iteration 16Q: 3 clusters Score -38831.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -38851.382812 Penalty: 3073.436279
	Iteration 17Q: 3 clusters Score -38851.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -38854.503906 Penalty: 3073.436279
	Iteration 18Q: 3 clusters Score -38854.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -38856.625000 Penalty: 3073.436279
	Iteration 19Q: 3 clusters Score -38856.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -38856.625000 Penalty: 3073.436279
	Iteration 20F: 3 clusters Score -38856.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (14870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Entering Unmasked Estep 
Score: -1597999.000000 Penalty: 2382.561035
	Iteration 0F: 2 clusters Score -1597999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1587186.875000 Penalty: 4765.122070
	Iteration 0F: 3 clusters Score -1587187 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1590710.250000 Penalty: 4765.122070
	Iteration 1F: 3 clusters Score -1590710 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1591106.375000 Penalty: 4765.122070
	Iteration 2F: 3 clusters Score -1591106 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1591546.625000 Penalty: 4765.122070
	Iteration 3F: 3 clusters Score -1591547 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1592008.875000 Penalty: 4765.122070
	Iteration 4F: 3 clusters Score -1592009 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1592554.625000 Penalty: 4765.122070
	Iteration 5F: 3 clusters Score -1592555 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1593184.750000 Penalty: 4765.122070
	Iteration 6F: 3 clusters Score -1593185 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1593922.000000 Penalty: 4765.122070
	Iteration 7F: 3 clusters Score -1593922 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1594612.250000 Penalty: 4765.122070
	Iteration 8F: 3 clusters Score -1594612 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1595241.875000 Penalty: 4765.122070
	Iteration 9Q: 3 clusters Score -1595242 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1595678.250000 Penalty: 4765.122070
	Iteration 10Q: 3 clusters Score -1595678 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1596005.750000 Penalty: 4765.122070
	Iteration 11Q: 3 clusters Score -1596006 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1596232.375000 Penalty: 4765.122070
	Iteration 12Q: 3 clusters Score -1596232 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1596383.000000 Penalty: 4765.122070
	Iteration 13Q: 3 clusters Score -1596383 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1596525.000000 Penalty: 4765.122070
	Iteration 14Q: 3 clusters Score -1596525 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1596633.125000 Penalty: 4765.122070
	Iteration 15Q: 3 clusters Score -1596633 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1596698.250000 Penalty: 4765.122070
	Iteration 16Q: 3 clusters Score -1596698 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1596739.750000 Penalty: 4765.122070
	Iteration 17Q: 3 clusters Score -1596740 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1596776.250000 Penalty: 4765.122070
	Iteration 18Q: 3 clusters Score -1596776 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1596813.875000 Penalty: 4765.122070
	Iteration 19Q: 3 clusters Score -1596814 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1596839.500000 Penalty: 4765.122070
	Iteration 20F: 3 clusters Score -1596840 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1596859.500000 Penalty: 4765.122070
	Iteration 21Q: 3 clusters Score -1596860 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1596862.750000 Penalty: 4765.122070
	Iteration 22Q: 3 clusters Score -1596863 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1596873.875000 Penalty: 4765.122070
	Iteration 23Q: 3 clusters Score -1596874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1596877.750000 Penalty: 4765.122070
	Iteration 24Q: 3 clusters Score -1596878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1596883.500000 Penalty: 4765.122070
	Iteration 25Q: 3 clusters Score -1596884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1596889.125000 Penalty: 4765.122070
	Iteration 26Q: 3 clusters Score -1596889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1596889.750000 Penalty: 4765.122070
	Iteration 27Q: 3 clusters Score -1596890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1596894.125000 Penalty: 4765.122070
	Iteration 28Q: 3 clusters Score -1596894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1596897.750000 Penalty: 4765.122070
	Iteration 29Q: 3 clusters Score -1596898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1596899.250000 Penalty: 4765.122070
	Iteration 30Q: 3 clusters Score -1596899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1596900.750000 Penalty: 4765.122070
	Iteration 31Q: 3 clusters Score -1596901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1596902.875000 Penalty: 4765.122070
	Iteration 32Q: 3 clusters Score -1596903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1596904.000000 Penalty: 4765.122070
	Iteration 33Q: 3 clusters Score -1596904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1596905.500000 Penalty: 4765.122070
	Iteration 34Q: 3 clusters Score -1596906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1596905.375000 Penalty: 4765.122070
	Iteration 35Q: 3 clusters Score -1596905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1596903.000000 Penalty: 4765.122070
	Iteration 36Q: 3 clusters Score -1596903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1596904.000000 Penalty: 4765.122070
	Iteration 37Q: 3 clusters Score -1596904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1596904.000000 Penalty: 4765.122070
	Iteration 38F: 3 clusters Score -1596904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Entering Unmasked Estep 
Score: -620148.562500 Penalty: 2142.573975
	Iteration 0F: 2 clusters Score -620148.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -615184.000000 Penalty: 4285.147949
	Iteration 0F: 3 clusters Score -615184 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -616367.750000 Penalty: 4285.147949
	Iteration 1F: 3 clusters Score -616367.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -616600.687500 Penalty: 4285.147949
	Iteration 2F: 3 clusters Score -616600.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -616741.250000 Penalty: 4285.147949
	Iteration 3F: 3 clusters Score -616741.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -616833.812500 Penalty: 4285.147949
	Iteration 4Q: 3 clusters Score -616833.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -616887.812500 Penalty: 4285.147949
	Iteration 5Q: 3 clusters Score -616887.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -616933.125000 Penalty: 4285.147949
	Iteration 6Q: 3 clusters Score -616933.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -616971.562500 Penalty: 4285.147949
	Iteration 7Q: 3 clusters Score -616971.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -616999.000000 Penalty: 4285.147949
	Iteration 8Q: 3 clusters Score -616999 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -617028.937500 Penalty: 4285.147949
	Iteration 9Q: 3 clusters Score -617028.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -617051.875000 Penalty: 4285.147949
	Iteration 10Q: 3 clusters Score -617051.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -617079.187500 Penalty: 4285.147949
	Iteration 11Q: 3 clusters Score -617079.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -617097.125000 Penalty: 4285.147949
	Iteration 12Q: 3 clusters Score -617097.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -617115.500000 Penalty: 4285.147949
	Iteration 13Q: 3 clusters Score -617115.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -617131.187500 Penalty: 4285.147949
	Iteration 14Q: 3 clusters Score -617131.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -617152.000000 Penalty: 4285.147949
	Iteration 15Q: 3 clusters Score -617152 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -617174.750000 Penalty: 4285.147949
	Iteration 16Q: 3 clusters Score -617174.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -617195.312500 Penalty: 4285.147949
	Iteration 17Q: 3 clusters Score -617195.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -617213.312500 Penalty: 4285.147949
	Iteration 18Q: 3 clusters Score -617213.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -617231.250000 Penalty: 4285.147949
	Iteration 19Q: 3 clusters Score -617231.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -617249.187500 Penalty: 4285.147949
	Iteration 20F: 3 clusters Score -617249.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -617265.687500 Penalty: 4285.147949
	Iteration 21Q: 3 clusters Score -617265.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -617277.312500 Penalty: 4285.147949
	Iteration 22Q: 3 clusters Score -617277.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -617285.750000 Penalty: 4285.147949
	Iteration 23Q: 3 clusters Score -617285.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -617292.875000 Penalty: 4285.147949
	Iteration 24Q: 3 clusters Score -617292.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -617299.062500 Penalty: 4285.147949
	Iteration 25Q: 3 clusters Score -617299.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -617304.625000 Penalty: 4285.147949
	Iteration 26Q: 3 clusters Score -617304.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -617308.750000 Penalty: 4285.147949
	Iteration 27Q: 3 clusters Score -617308.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -617315.500000 Penalty: 4285.147949
	Iteration 28Q: 3 clusters Score -617315.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -617320.750000 Penalty: 4285.147949
	Iteration 29Q: 3 clusters Score -617320.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -617323.062500 Penalty: 4285.147949
	Iteration 30Q: 3 clusters Score -617323.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -617329.312500 Penalty: 4285.147949
	Iteration 31Q: 3 clusters Score -617329.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -617337.312500 Penalty: 4285.147949
	Iteration 32Q: 3 clusters Score -617337.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -617343.562500 Penalty: 4285.147949
	Iteration 33Q: 3 clusters Score -617343.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -617351.500000 Penalty: 4285.147949
	Iteration 34Q: 3 clusters Score -617351.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -617358.750000 Penalty: 4285.147949
	Iteration 35Q: 3 clusters Score -617358.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -617364.312500 Penalty: 4285.147949
	Iteration 36Q: 3 clusters Score -617364.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -617369.375000 Penalty: 4285.147949
	Iteration 37Q: 3 clusters Score -617369.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -617373.312500 Penalty: 4285.147949
	Iteration 38Q: 3 clusters Score -617373.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -617377.812500 Penalty: 4285.147949
	Iteration 39Q: 3 clusters Score -617377.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -617383.875000 Penalty: 4285.147949
	Iteration 40F: 3 clusters Score -617383.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -617388.750000 Penalty: 4285.147949
	Iteration 41Q: 3 clusters Score -617388.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -617395.750000 Penalty: 4285.147949
	Iteration 42Q: 3 clusters Score -617395.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -617405.937500 Penalty: 4285.147949
	Iteration 43Q: 3 clusters Score -617405.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -617415.562500 Penalty: 4285.147949
	Iteration 44Q: 3 clusters Score -617415.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -617424.687500 Penalty: 4285.147949
	Iteration 45Q: 3 clusters Score -617424.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -617431.875000 Penalty: 4285.147949
	Iteration 46Q: 3 clusters Score -617431.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -617439.062500 Penalty: 4285.147949
	Iteration 47Q: 3 clusters Score -617439.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -617447.125000 Penalty: 4285.147949
	Iteration 48Q: 3 clusters Score -617447.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -617452.937500 Penalty: 4285.147949
	Iteration 49Q: 3 clusters Score -617452.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -617456.500000 Penalty: 4285.147949
	Iteration 50Q: 3 clusters Score -617456.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -617460.062500 Penalty: 4285.147949
	Iteration 51Q: 3 clusters Score -617460.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -617461.125000 Penalty: 4285.147949
	Iteration 52Q: 3 clusters Score -617461.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -617467.437500 Penalty: 4285.147949
	Iteration 53Q: 3 clusters Score -617467.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -617473.937500 Penalty: 4285.147949
	Iteration 54Q: 3 clusters Score -617473.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -617480.937500 Penalty: 4285.147949
	Iteration 55Q: 3 clusters Score -617480.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -617490.312500 Penalty: 4285.147949
	Iteration 56Q: 3 clusters Score -617490.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -617507.062500 Penalty: 4285.147949
	Iteration 57Q: 3 clusters Score -617507.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -617518.000000 Penalty: 4285.147949
	Iteration 58Q: 3 clusters Score -617518 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -617531.375000 Penalty: 4285.147949
	Iteration 59Q: 3 clusters Score -617531.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -617544.937500 Penalty: 4285.147949
	Iteration 60F: 3 clusters Score -617544.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -617560.062500 Penalty: 4285.147949
	Iteration 61Q: 3 clusters Score -617560.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -617581.750000 Penalty: 4285.147949
	Iteration 62Q: 3 clusters Score -617581.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -617602.812500 Penalty: 4285.147949
	Iteration 63Q: 3 clusters Score -617602.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -617618.875000 Penalty: 4285.147949
	Iteration 64Q: 3 clusters Score -617618.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -617633.937500 Penalty: 4285.147949
	Iteration 65Q: 3 clusters Score -617633.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -617649.812500 Penalty: 4285.147949
	Iteration 66Q: 3 clusters Score -617649.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -617668.687500 Penalty: 4285.147949
	Iteration 67Q: 3 clusters Score -617668.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -617689.250000 Penalty: 4285.147949
	Iteration 68Q: 3 clusters Score -617689.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -617701.437500 Penalty: 4285.147949
	Iteration 69Q: 3 clusters Score -617701.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -617711.125000 Penalty: 4285.147949
	Iteration 70Q: 3 clusters Score -617711.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -617716.250000 Penalty: 4285.147949
	Iteration 71Q: 3 clusters Score -617716.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -617724.812500 Penalty: 4285.147949
	Iteration 72Q: 3 clusters Score -617724.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -617732.125000 Penalty: 4285.147949
	Iteration 73Q: 3 clusters Score -617732.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -617737.875000 Penalty: 4285.147949
	Iteration 74Q: 3 clusters Score -617737.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -617741.875000 Penalty: 4285.147949
	Iteration 75Q: 3 clusters Score -617741.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -617748.937500 Penalty: 4285.147949
	Iteration 76Q: 3 clusters Score -617748.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -617756.312500 Penalty: 4285.147949
	Iteration 77Q: 3 clusters Score -617756.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -617765.250000 Penalty: 4285.147949
	Iteration 78Q: 3 clusters Score -617765.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -617772.687500 Penalty: 4285.147949
	Iteration 79Q: 3 clusters Score -617772.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -617780.437500 Penalty: 4285.147949
	Iteration 80F: 3 clusters Score -617780.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -617788.187500 Penalty: 4285.147949
	Iteration 81Q: 3 clusters Score -617788.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -617804.500000 Penalty: 4285.147949
	Iteration 82Q: 3 clusters Score -617804.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -617818.812500 Penalty: 4285.147949
	Iteration 83Q: 3 clusters Score -617818.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -617832.812500 Penalty: 4285.147949
	Iteration 84Q: 3 clusters Score -617832.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -617848.875000 Penalty: 4285.147949
	Iteration 85Q: 3 clusters Score -617848.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -617860.937500 Penalty: 4285.147949
	Iteration 86Q: 3 clusters Score -617860.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -617869.562500 Penalty: 4285.147949
	Iteration 87Q: 3 clusters Score -617869.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -617879.250000 Penalty: 4285.147949
	Iteration 88Q: 3 clusters Score -617879.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -617888.875000 Penalty: 4285.147949
	Iteration 89Q: 3 clusters Score -617888.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -617905.250000 Penalty: 4285.147949
	Iteration 90Q: 3 clusters Score -617905.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -617922.187500 Penalty: 4285.147949
	Iteration 91Q: 3 clusters Score -617922.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -617939.750000 Penalty: 4285.147949
	Iteration 92Q: 3 clusters Score -617939.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -617959.437500 Penalty: 4285.147949
	Iteration 93Q: 3 clusters Score -617959.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -617977.125000 Penalty: 4285.147949
	Iteration 94Q: 3 clusters Score -617977.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -617990.375000 Penalty: 4285.147949
	Iteration 95Q: 3 clusters Score -617990.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -618008.062500 Penalty: 4285.147949
	Iteration 96Q: 3 clusters Score -618008.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -618015.625000 Penalty: 4285.147949
	Iteration 97Q: 3 clusters Score -618015.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -618021.312500 Penalty: 4285.147949
	Iteration 98Q: 3 clusters Score -618021.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -618026.062500 Penalty: 4285.147949
	Iteration 99Q: 3 clusters Score -618026.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -618036.687500 Penalty: 4285.147949
	Iteration 100F: 3 clusters Score -618036.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -618042.625000 Penalty: 4285.147949
	Iteration 101Q: 3 clusters Score -618042.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -618048.687500 Penalty: 4285.147949
	Iteration 102Q: 3 clusters Score -618048.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -618053.375000 Penalty: 4285.147949
	Iteration 103Q: 3 clusters Score -618053.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -618062.437500 Penalty: 4285.147949
	Iteration 104Q: 3 clusters Score -618062.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -618072.437500 Penalty: 4285.147949
	Iteration 105Q: 3 clusters Score -618072.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -618077.562500 Penalty: 4285.147949
	Iteration 106Q: 3 clusters Score -618077.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -618084.375000 Penalty: 4285.147949
	Iteration 107Q: 3 clusters Score -618084.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -618094.937500 Penalty: 4285.147949
	Iteration 108Q: 3 clusters Score -618094.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -618100.375000 Penalty: 4285.147949
	Iteration 109Q: 3 clusters Score -618100.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -618105.000000 Penalty: 4285.147949
	Iteration 110Q: 3 clusters Score -618105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -618108.437500 Penalty: 4285.147949
	Iteration 111Q: 3 clusters Score -618108.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -618111.250000 Penalty: 4285.147949
	Iteration 112Q: 3 clusters Score -618111.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -618113.750000 Penalty: 4285.147949
	Iteration 113Q: 3 clusters Score -618113.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -618117.875000 Penalty: 4285.147949
	Iteration 114Q: 3 clusters Score -618117.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -618122.125000 Penalty: 4285.147949
	Iteration 115Q: 3 clusters Score -618122.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -618127.500000 Penalty: 4285.147949
	Iteration 116Q: 3 clusters Score -618127.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -618130.937500 Penalty: 4285.147949
	Iteration 117Q: 3 clusters Score -618130.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -618136.687500 Penalty: 4285.147949
	Iteration 118Q: 3 clusters Score -618136.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -618143.875000 Penalty: 4285.147949
	Iteration 119Q: 3 clusters Score -618143.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -618149.187500 Penalty: 4285.147949
	Iteration 120F: 3 clusters Score -618149.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -618156.375000 Penalty: 4285.147949
	Iteration 121Q: 3 clusters Score -618156.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -618161.937500 Penalty: 4285.147949
	Iteration 122Q: 3 clusters Score -618161.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -618166.937500 Penalty: 4285.147949
	Iteration 123Q: 3 clusters Score -618166.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -618176.187500 Penalty: 4285.147949
	Iteration 124Q: 3 clusters Score -618176.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -618183.875000 Penalty: 4285.147949
	Iteration 125Q: 3 clusters Score -618183.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -618194.187500 Penalty: 4285.147949
	Iteration 126Q: 3 clusters Score -618194.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -618197.812500 Penalty: 4285.147949
	Iteration 127Q: 3 clusters Score -618197.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -618202.062500 Penalty: 4285.147949
	Iteration 128Q: 3 clusters Score -618202.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -618205.250000 Penalty: 4285.147949
	Iteration 129Q: 3 clusters Score -618205.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -618209.062500 Penalty: 4285.147949
	Iteration 130Q: 3 clusters Score -618209.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -618212.500000 Penalty: 4285.147949
	Iteration 131Q: 3 clusters Score -618212.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -618214.937500 Penalty: 4285.147949
	Iteration 132Q: 3 clusters Score -618214.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -618214.937500 Penalty: 4285.147949
	Iteration 133F: 3 clusters Score -618214.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (13165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Entering Unmasked Estep 
Score: -1435160.375000 Penalty: 2352.358643
	Iteration 0F: 2 clusters Score -1435160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1425494.375000 Penalty: 4704.717285
	Iteration 0F: 3 clusters Score -1425494 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1428473.625000 Penalty: 4704.717285
	Iteration 1F: 3 clusters Score -1428474 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1428838.375000 Penalty: 4704.717285
	Iteration 2F: 3 clusters Score -1428838 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1429138.250000 Penalty: 4704.717285
	Iteration 3Q: 3 clusters Score -1429138 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1429458.500000 Penalty: 4704.717285
	Iteration 4Q: 3 clusters Score -1429458 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1429834.875000 Penalty: 4704.717285
	Iteration 5Q: 3 clusters Score -1429835 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1430248.875000 Penalty: 4704.717285
	Iteration 6Q: 3 clusters Score -1430249 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1430694.500000 Penalty: 4704.717285
	Iteration 7F: 3 clusters Score -1430694 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1431107.125000 Penalty: 4704.717285
	Iteration 8Q: 3 clusters Score -1431107 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1431530.250000 Penalty: 4704.717285
	Iteration 9Q: 3 clusters Score -1431530 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1431932.875000 Penalty: 4704.717285
	Iteration 10Q: 3 clusters Score -1431933 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1432314.000000 Penalty: 4704.717285
	Iteration 11Q: 3 clusters Score -1432314 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1432730.250000 Penalty: 4704.717285
	Iteration 12Q: 3 clusters Score -1432730 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1433103.125000 Penalty: 4704.717285
	Iteration 13Q: 3 clusters Score -1433103 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1433421.875000 Penalty: 4704.717285
	Iteration 14Q: 3 clusters Score -1433422 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1433685.750000 Penalty: 4704.717285
	Iteration 15Q: 3 clusters Score -1433686 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1433871.500000 Penalty: 4704.717285
	Iteration 16Q: 3 clusters Score -1433872 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1433972.875000 Penalty: 4704.717285
	Iteration 17Q: 3 clusters Score -1433973 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1434030.250000 Penalty: 4704.717285
	Iteration 18Q: 3 clusters Score -1434030 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1434061.750000 Penalty: 4704.717285
	Iteration 19Q: 3 clusters Score -1434062 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1434075.750000 Penalty: 4704.717285
	Iteration 20F: 3 clusters Score -1434076 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1434084.750000 Penalty: 4704.717285
	Iteration 21Q: 3 clusters Score -1434085 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1434091.250000 Penalty: 4704.717285
	Iteration 22Q: 3 clusters Score -1434091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1434096.750000 Penalty: 4704.717285
	Iteration 23Q: 3 clusters Score -1434097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1434100.375000 Penalty: 4704.717285
	Iteration 24Q: 3 clusters Score -1434100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1434103.000000 Penalty: 4704.717285
	Iteration 25Q: 3 clusters Score -1434103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1434108.125000 Penalty: 4704.717285
	Iteration 26Q: 3 clusters Score -1434108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1434109.125000 Penalty: 4704.717285
	Iteration 27Q: 3 clusters Score -1434109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1434113.500000 Penalty: 4704.717285
	Iteration 28Q: 3 clusters Score -1434114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1434111.750000 Penalty: 4704.717285
	Iteration 29Q: 3 clusters Score -1434112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1434112.500000 Penalty: 4704.717285
	Iteration 30Q: 3 clusters Score -1434112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1434117.875000 Penalty: 4704.717285
	Iteration 31Q: 3 clusters Score -1434118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1434119.250000 Penalty: 4704.717285
	Iteration 32Q: 3 clusters Score -1434119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1434121.250000 Penalty: 4704.717285
	Iteration 33Q: 3 clusters Score -1434121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1434123.125000 Penalty: 4704.717285
	Iteration 34Q: 3 clusters Score -1434123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1434124.250000 Penalty: 4704.717285
	Iteration 35Q: 3 clusters Score -1434124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1434124.250000 Penalty: 4704.717285
	Iteration 36F: 3 clusters Score -1434124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (22347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Entering Unmasked Estep 
Score: -2429816.750000 Penalty: 2483.583008
	Iteration 0F: 2 clusters Score -2429817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2414285.750000 Penalty: 4967.166016
	Iteration 0F: 3 clusters Score -2414286 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2419704.500000 Penalty: 4967.166016
	Iteration 1F: 3 clusters Score -2419704 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2420238.250000 Penalty: 4967.166016
	Iteration 2F: 3 clusters Score -2420238 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2420759.000000 Penalty: 4967.166016
	Iteration 3F: 3 clusters Score -2420759 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2421296.000000 Penalty: 4967.166016
	Iteration 4Q: 3 clusters Score -2421296 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2421872.750000 Penalty: 4967.166016
	Iteration 5F: 3 clusters Score -2421873 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -2422489.750000 Penalty: 4967.166016
	Iteration 6F: 3 clusters Score -2422490 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2423177.500000 Penalty: 4967.166016
	Iteration 7F: 3 clusters Score -2423178 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -2423872.500000 Penalty: 4967.166016
	Iteration 8F: 3 clusters Score -2423872 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2424547.000000 Penalty: 4967.166016
	Iteration 9F: 3 clusters Score -2424547 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2425161.250000 Penalty: 4967.166016
	Iteration 10Q: 3 clusters Score -2425161 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2425710.250000 Penalty: 4967.166016
	Iteration 11Q: 3 clusters Score -2425710 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -2426162.750000 Penalty: 4967.166016
	Iteration 12Q: 3 clusters Score -2426163 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2426544.000000 Penalty: 4967.166016
	Iteration 13Q: 3 clusters Score -2426544 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2426913.000000 Penalty: 4967.166016
	Iteration 14Q: 3 clusters Score -2426913 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -2427339.000000 Penalty: 4967.166016
	Iteration 15Q: 3 clusters Score -2427339 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -2427754.000000 Penalty: 4967.166016
	Iteration 16Q: 3 clusters Score -2427754 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2428099.250000 Penalty: 4967.166016
	Iteration 17Q: 3 clusters Score -2428099 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -2428303.000000 Penalty: 4967.166016
	Iteration 18Q: 3 clusters Score -2428303 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2428482.750000 Penalty: 4967.166016
	Iteration 19Q: 3 clusters Score -2428483 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -2428611.250000 Penalty: 4967.166016
	Iteration 20F: 3 clusters Score -2428611 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -2428706.000000 Penalty: 4967.166016
	Iteration 21Q: 3 clusters Score -2428706 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -2428782.250000 Penalty: 4967.166016
	Iteration 22Q: 3 clusters Score -2428782 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -2428856.750000 Penalty: 4967.166016
	Iteration 23Q: 3 clusters Score -2428857 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -2428900.500000 Penalty: 4967.166016
	Iteration 24Q: 3 clusters Score -2428900 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2428935.000000 Penalty: 4967.166016
	Iteration 25Q: 3 clusters Score -2428935 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -2428962.250000 Penalty: 4967.166016
	Iteration 26Q: 3 clusters Score -2428962 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -2428988.000000 Penalty: 4967.166016
	Iteration 27Q: 3 clusters Score -2428988 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2428998.500000 Penalty: 4967.166016
	Iteration 28Q: 3 clusters Score -2428998 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2429006.000000 Penalty: 4967.166016
	Iteration 29Q: 3 clusters Score -2429006 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2429018.250000 Penalty: 4967.166016
	Iteration 30Q: 3 clusters Score -2429018 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2429028.750000 Penalty: 4967.166016
	Iteration 31Q: 3 clusters Score -2429029 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -2429026.500000 Penalty: 4967.166016
	Iteration 32Q: 3 clusters Score -2429026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -2429029.500000 Penalty: 4967.166016
	Iteration 33Q: 3 clusters Score -2429030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -2429038.000000 Penalty: 4967.166016
	Iteration 34Q: 3 clusters Score -2429038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -2429040.500000 Penalty: 4967.166016
	Iteration 35Q: 3 clusters Score -2429040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -2429045.250000 Penalty: 4967.166016
	Iteration 36Q: 3 clusters Score -2429045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -2429047.250000 Penalty: 4967.166016
	Iteration 37Q: 3 clusters Score -2429047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -2429048.000000 Penalty: 4967.166016
	Iteration 38Q: 3 clusters Score -2429048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2429050.750000 Penalty: 4967.166016
	Iteration 39Q: 3 clusters Score -2429051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -2429050.000000 Penalty: 4967.166016
	Iteration 40F: 3 clusters Score -2429050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2429050.750000 Penalty: 4967.166016
	Iteration 41Q: 3 clusters Score -2429051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -2429049.250000 Penalty: 4967.166016
	Iteration 42Q: 3 clusters Score -2429049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2429051.750000 Penalty: 4967.166016
	Iteration 43Q: 3 clusters Score -2429052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -2429051.000000 Penalty: 4967.166016
	Iteration 44Q: 3 clusters Score -2429051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -2429050.500000 Penalty: 4967.166016
	Iteration 45Q: 3 clusters Score -2429050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2429050.250000 Penalty: 4967.166016
	Iteration 46Q: 3 clusters Score -2429050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -2429047.500000 Penalty: 4967.166016
	Iteration 47Q: 3 clusters Score -2429048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2429051.000000 Penalty: 4967.166016
	Iteration 48Q: 3 clusters Score -2429051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -2429050.000000 Penalty: 4967.166016
	Iteration 49Q: 3 clusters Score -2429050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -2429050.000000 Penalty: 4967.166016
	Iteration 50F: 3 clusters Score -2429050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (30998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Entering Unmasked Estep 
Score: -3361960.500000 Penalty: 2564.736084
	Iteration 0F: 2 clusters Score -3361960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -3340876.000000 Penalty: 5129.472168
	Iteration 0F: 3 clusters Score -3340876 nChanged 13901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -3348539.000000 Penalty: 5129.472168
	Iteration 1F: 3 clusters Score -3348539 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -3349180.500000 Penalty: 5129.472168
	Iteration 2F: 3 clusters Score -3349180 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -3349776.500000 Penalty: 5129.472168
	Iteration 3Q: 3 clusters Score -3349776 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -3350423.000000 Penalty: 5129.472168
	Iteration 4Q: 3 clusters Score -3350423 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -3351064.250000 Penalty: 5129.472168
	Iteration 5Q: 3 clusters Score -3351064 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -3351633.500000 Penalty: 5129.472168
	Iteration 6Q: 3 clusters Score -3351634 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -3352262.000000 Penalty: 5129.472168
	Iteration 7Q: 3 clusters Score -3352262 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -3352906.750000 Penalty: 5129.472168
	Iteration 8Q: 3 clusters Score -3352907 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -3353660.250000 Penalty: 5129.472168
	Iteration 9Q: 3 clusters Score -3353660 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -3354472.500000 Penalty: 5129.472168
	Iteration 10Q: 3 clusters Score -3354472 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -3355339.500000 Penalty: 5129.472168
	Iteration 11Q: 3 clusters Score -3355340 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -3356217.250000 Penalty: 5129.472168
	Iteration 12Q: 3 clusters Score -3356217 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -3357097.000000 Penalty: 5129.472168
	Iteration 13Q: 3 clusters Score -3357097 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -3357838.000000 Penalty: 5129.472168
	Iteration 14Q: 3 clusters Score -3357838 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3358450.500000 Penalty: 5129.472168
	Iteration 15Q: 3 clusters Score -3358450 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3358902.750000 Penalty: 5129.472168
	Iteration 16Q: 3 clusters Score -3358903 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3359214.500000 Penalty: 5129.472168
	Iteration 17Q: 3 clusters Score -3359214 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3359402.000000 Penalty: 5129.472168
	Iteration 18Q: 3 clusters Score -3359402 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3359547.750000 Penalty: 5129.472168
	Iteration 19Q: 3 clusters Score -3359548 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3359629.500000 Penalty: 5129.472168
	Iteration 20F: 3 clusters Score -3359630 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3359680.500000 Penalty: 5129.472168
	Iteration 21Q: 3 clusters Score -3359680 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3359715.000000 Penalty: 5129.472168
	Iteration 22Q: 3 clusters Score -3359715 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3359749.000000 Penalty: 5129.472168
	Iteration 23Q: 3 clusters Score -3359749 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3359773.750000 Penalty: 5129.472168
	Iteration 24Q: 3 clusters Score -3359774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3359794.000000 Penalty: 5129.472168
	Iteration 25Q: 3 clusters Score -3359794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3359797.750000 Penalty: 5129.472168
	Iteration 26Q: 3 clusters Score -3359798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3359799.500000 Penalty: 5129.472168
	Iteration 27Q: 3 clusters Score -3359800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3359801.500000 Penalty: 5129.472168
	Iteration 28Q: 3 clusters Score -3359802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3359804.500000 Penalty: 5129.472168
	Iteration 29Q: 3 clusters Score -3359804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3359814.750000 Penalty: 5129.472168
	Iteration 30Q: 3 clusters Score -3359815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3359811.000000 Penalty: 5129.472168
	Iteration 31Q: 3 clusters Score -3359811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3359816.750000 Penalty: 5129.472168
	Iteration 32Q: 3 clusters Score -3359817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3359818.250000 Penalty: 5129.472168
	Iteration 33Q: 3 clusters Score -3359818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3359818.250000 Penalty: 5129.472168
	Iteration 34F: 3 clusters Score -3359818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Entering Unmasked Estep 
Score: -324586.187500 Penalty: 1982.752441
	Iteration 0F: 2 clusters Score -324586.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -321353.531250 Penalty: 3965.504883
	Iteration 0F: 3 clusters Score -321353.5 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -321950.687500 Penalty: 3965.504883
	Iteration 1F: 3 clusters Score -321950.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -322097.875000 Penalty: 3965.504883
	Iteration 2F: 3 clusters Score -322097.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -322184.656250 Penalty: 3965.504883
	Iteration 3Q: 3 clusters Score -322184.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -322250.375000 Penalty: 3965.504883
	Iteration 4Q: 3 clusters Score -322250.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -322294.625000 Penalty: 3965.504883
	Iteration 5Q: 3 clusters Score -322294.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -322321.093750 Penalty: 3965.504883
	Iteration 6Q: 3 clusters Score -322321.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -322340.031250 Penalty: 3965.504883
	Iteration 7Q: 3 clusters Score -322340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -322354.187500 Penalty: 3965.504883
	Iteration 8Q: 3 clusters Score -322354.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -322361.781250 Penalty: 3965.504883
	Iteration 9Q: 3 clusters Score -322361.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -322369.500000 Penalty: 3965.504883
	Iteration 10Q: 3 clusters Score -322369.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -322373.812500 Penalty: 3965.504883
	Iteration 11Q: 3 clusters Score -322373.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -322377.906250 Penalty: 3965.504883
	Iteration 12Q: 3 clusters Score -322377.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -322385.031250 Penalty: 3965.504883
	Iteration 13Q: 3 clusters Score -322385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -322392.562500 Penalty: 3965.504883
	Iteration 14Q: 3 clusters Score -322392.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -322397.406250 Penalty: 3965.504883
	Iteration 15Q: 3 clusters Score -322397.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -322401.468750 Penalty: 3965.504883
	Iteration 16Q: 3 clusters Score -322401.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -322409.187500 Penalty: 3965.504883
	Iteration 17Q: 3 clusters Score -322409.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -322414.281250 Penalty: 3965.504883
	Iteration 18Q: 3 clusters Score -322414.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -322415.687500 Penalty: 3965.504883
	Iteration 19Q: 3 clusters Score -322415.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -322417.750000 Penalty: 3965.504883
	Iteration 20F: 3 clusters Score -322417.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -322420.531250 Penalty: 3965.504883
	Iteration 21Q: 3 clusters Score -322420.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -322421.406250 Penalty: 3965.504883
	Iteration 22Q: 3 clusters Score -322421.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -322421.593750 Penalty: 3965.504883
	Iteration 23Q: 3 clusters Score -322421.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -322422.062500 Penalty: 3965.504883
	Iteration 24Q: 3 clusters Score -322422.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -322422.062500 Penalty: 3965.504883
	Iteration 25F: 3 clusters Score -322422.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -68172.109375 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -68172.11 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 364 members 
Entering Unmasked Estep 
Score: -66516.335938 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -66516.34 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -66982.671875 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -66982.67 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -68446.179688 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -68446.18 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -68781.898438 Penalty: 3261.237549
	Iteration 3F: 3 clusters Score -68781.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -68920.125000 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -68920.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -69016.390625 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -69016.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -69049.406250 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -69049.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -69069.210938 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -69069.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -69079.187500 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -69079.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -69080.742188 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -69080.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -69080.742188 Penalty: 3261.237549
	Iteration 10F: 3 clusters Score -69080.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9128 members 
Mstep: Class 6 contains 17154 members 
Mstep: Class 7 contains 11344 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 9145 members 
Mstep: Class 10 contains 29590 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14641 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10828 members 
Mstep: Class 19 contains 11621 members 
Mstep: Class 20 contains 6828 members 
Mstep: Class 21 contains 26110 members 
Mstep: Class 22 contains 29121 members 
Mstep: Class 23 contains 28316 members 
Mstep: Class 24 contains 35899 members 
Mstep: Class 25 contains 5360 members 
Mstep: Class 26 contains 34971 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3351 members 
Mstep: Class 29 contains 6385 members 
Mstep: Class 30 contains 89797 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13730 members 
Mstep: Class 33 contains 8408 members 
Mstep: Class 34 contains 5439 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14065 members 
Mstep: Class 38 contains 9484 members 
Mstep: Class 39 contains 10527 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14870 members 
Mstep: Class 43 contains 5650 members 
Mstep: Class 44 contains 13165 members 
Mstep: Class 45 contains 22347 members 
Mstep: Class 46 contains 30998 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 95 members 
Mstep: Class 49 contains 10952 members 
Mstep: Class 50 contains 16859 members 
Mstep: Class 51 contains 21893 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 622 members 
Entering Unmasked Estep 
Score: -64768276.000000 Penalty: 179211.343750
Splitting cluster 48 changes total score from -64769056.000000 to -64768276.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (10952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Entering Unmasked Estep 
Score: -1195359.750000 Penalty: 2306.716797
	Iteration 0F: 2 clusters Score -1195360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1187082.125000 Penalty: 4613.433594
	Iteration 0F: 3 clusters Score -1187082 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1189504.500000 Penalty: 4613.433594
	Iteration 1F: 3 clusters Score -1189504 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1189795.375000 Penalty: 4613.433594
	Iteration 2F: 3 clusters Score -1189795 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1189996.625000 Penalty: 4613.433594
	Iteration 3Q: 3 clusters Score -1189997 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1190186.250000 Penalty: 4613.433594
	Iteration 4Q: 3 clusters Score -1190186 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1190336.750000 Penalty: 4613.433594
	Iteration 5Q: 3 clusters Score -1190337 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1190458.375000 Penalty: 4613.433594
	Iteration 6Q: 3 clusters Score -1190458 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1190580.625000 Penalty: 4613.433594
	Iteration 7Q: 3 clusters Score -1190581 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1190716.000000 Penalty: 4613.433594
	Iteration 8Q: 3 clusters Score -1190716 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1190851.750000 Penalty: 4613.433594
	Iteration 9Q: 3 clusters Score -1190852 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1191008.250000 Penalty: 4613.433594
	Iteration 10Q: 3 clusters Score -1191008 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1191182.500000 Penalty: 4613.433594
	Iteration 11Q: 3 clusters Score -1191182 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1191350.375000 Penalty: 4613.433594
	Iteration 12Q: 3 clusters Score -1191350 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1191518.000000 Penalty: 4613.433594
	Iteration 13Q: 3 clusters Score -1191518 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1191700.750000 Penalty: 4613.433594
	Iteration 14Q: 3 clusters Score -1191701 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1191877.875000 Penalty: 4613.433594
	Iteration 15Q: 3 clusters Score -1191878 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1192063.250000 Penalty: 4613.433594
	Iteration 16Q: 3 clusters Score -1192063 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1192266.875000 Penalty: 4613.433594
	Iteration 17Q: 3 clusters Score -1192267 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1192464.125000 Penalty: 4613.433594
	Iteration 18Q: 3 clusters Score -1192464 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1192612.625000 Penalty: 4613.433594
	Iteration 19Q: 3 clusters Score -1192613 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1192730.125000 Penalty: 4613.433594
	Iteration 20F: 3 clusters Score -1192730 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1192849.000000 Penalty: 4613.433594
	Iteration 21Q: 3 clusters Score -1192849 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1192937.125000 Penalty: 4613.433594
	Iteration 22Q: 3 clusters Score -1192937 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1193005.375000 Penalty: 4613.433594
	Iteration 23Q: 3 clusters Score -1193005 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1193084.000000 Penalty: 4613.433594
	Iteration 24Q: 3 clusters Score -1193084 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1193153.000000 Penalty: 4613.433594
	Iteration 25Q: 3 clusters Score -1193153 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1193200.625000 Penalty: 4613.433594
	Iteration 26Q: 3 clusters Score -1193201 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1193247.750000 Penalty: 4613.433594
	Iteration 27Q: 3 clusters Score -1193248 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1193288.250000 Penalty: 4613.433594
	Iteration 28Q: 3 clusters Score -1193288 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1193312.750000 Penalty: 4613.433594
	Iteration 29Q: 3 clusters Score -1193313 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1193332.250000 Penalty: 4613.433594
	Iteration 30Q: 3 clusters Score -1193332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1193346.250000 Penalty: 4613.433594
	Iteration 31Q: 3 clusters Score -1193346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1193365.375000 Penalty: 4613.433594
	Iteration 32Q: 3 clusters Score -1193365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1193373.500000 Penalty: 4613.433594
	Iteration 33Q: 3 clusters Score -1193374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1193381.375000 Penalty: 4613.433594
	Iteration 34Q: 3 clusters Score -1193381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1193383.125000 Penalty: 4613.433594
	Iteration 35Q: 3 clusters Score -1193383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1193387.750000 Penalty: 4613.433594
	Iteration 36Q: 3 clusters Score -1193388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1193390.500000 Penalty: 4613.433594
	Iteration 37Q: 3 clusters Score -1193390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1193394.375000 Penalty: 4613.433594
	Iteration 38Q: 3 clusters Score -1193394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1193397.750000 Penalty: 4613.433594
	Iteration 39Q: 3 clusters Score -1193398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1193399.625000 Penalty: 4613.433594
	Iteration 40F: 3 clusters Score -1193400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1193401.750000 Penalty: 4613.433594
	Iteration 41Q: 3 clusters Score -1193402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1193401.125000 Penalty: 4613.433594
	Iteration 42Q: 3 clusters Score -1193401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1193403.000000 Penalty: 4613.433594
	Iteration 43Q: 3 clusters Score -1193403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1193403.000000 Penalty: 4613.433594
	Iteration 44F: 3 clusters Score -1193403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (16859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Entering Unmasked Estep 
Score: -1835432.625000 Penalty: 2413.694824
	Iteration 0F: 2 clusters Score -1835433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1823396.250000 Penalty: 4827.389648
	Iteration 0F: 3 clusters Score -1823396 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1827281.250000 Penalty: 4827.389648
	Iteration 1F: 3 clusters Score -1827281 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1827654.250000 Penalty: 4827.389648
	Iteration 2F: 3 clusters Score -1827654 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1827972.875000 Penalty: 4827.389648
	Iteration 3Q: 3 clusters Score -1827973 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1828307.625000 Penalty: 4827.389648
	Iteration 4Q: 3 clusters Score -1828308 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1828717.875000 Penalty: 4827.389648
	Iteration 5Q: 3 clusters Score -1828718 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1829210.500000 Penalty: 4827.389648
	Iteration 6F: 3 clusters Score -1829210 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1829807.875000 Penalty: 4827.389648
	Iteration 7F: 3 clusters Score -1829808 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1830436.125000 Penalty: 4827.389648
	Iteration 8F: 3 clusters Score -1830436 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -1831025.000000 Penalty: 4827.389648
	Iteration 9F: 3 clusters Score -1831025 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1831514.000000 Penalty: 4827.389648
	Iteration 10Q: 3 clusters Score -1831514 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1831936.250000 Penalty: 4827.389648
	Iteration 11Q: 3 clusters Score -1831936 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -1832292.875000 Penalty: 4827.389648
	Iteration 12Q: 3 clusters Score -1832293 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -1832571.125000 Penalty: 4827.389648
	Iteration 13Q: 3 clusters Score -1832571 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -1832776.375000 Penalty: 4827.389648
	Iteration 14Q: 3 clusters Score -1832776 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -1832919.250000 Penalty: 4827.389648
	Iteration 15Q: 3 clusters Score -1832919 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -1833029.625000 Penalty: 4827.389648
	Iteration 16Q: 3 clusters Score -1833030 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -1833116.375000 Penalty: 4827.389648
	Iteration 17Q: 3 clusters Score -1833116 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -1833178.125000 Penalty: 4827.389648
	Iteration 18Q: 3 clusters Score -1833178 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -1833235.500000 Penalty: 4827.389648
	Iteration 19Q: 3 clusters Score -1833236 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -1833279.000000 Penalty: 4827.389648
	Iteration 20F: 3 clusters Score -1833279 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -1833295.375000 Penalty: 4827.389648
	Iteration 21Q: 3 clusters Score -1833295 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -1833307.125000 Penalty: 4827.389648
	Iteration 22Q: 3 clusters Score -1833307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -1833318.750000 Penalty: 4827.389648
	Iteration 23Q: 3 clusters Score -1833319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -1833322.750000 Penalty: 4827.389648
	Iteration 24Q: 3 clusters Score -1833323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -1833326.375000 Penalty: 4827.389648
	Iteration 25Q: 3 clusters Score -1833326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -1833333.000000 Penalty: 4827.389648
	Iteration 26Q: 3 clusters Score -1833333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -1833333.750000 Penalty: 4827.389648
	Iteration 27Q: 3 clusters Score -1833334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -1833333.500000 Penalty: 4827.389648
	Iteration 28Q: 3 clusters Score -1833334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -1833332.500000 Penalty: 4827.389648
	Iteration 29Q: 3 clusters Score -1833332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -1833333.750000 Penalty: 4827.389648
	Iteration 30Q: 3 clusters Score -1833334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -1833333.750000 Penalty: 4827.389648
	Iteration 31F: 3 clusters Score -1833334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (21893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Entering Unmasked Estep 
Score: -2116014.500000 Penalty: 2478.492676
	Iteration 0F: 2 clusters Score -2116014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2100777.000000 Penalty: 4956.985352
	Iteration 0F: 3 clusters Score -2100777 nChanged 9750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2105982.750000 Penalty: 4956.985352
	Iteration 1F: 3 clusters Score -2105983 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2106412.000000 Penalty: 4956.985352
	Iteration 2F: 3 clusters Score -2106412 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2106808.250000 Penalty: 4956.985352
	Iteration 3Q: 3 clusters Score -2106808 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2107225.500000 Penalty: 4956.985352
	Iteration 4Q: 3 clusters Score -2107226 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2107647.500000 Penalty: 4956.985352
	Iteration 5Q: 3 clusters Score -2107648 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2108098.000000 Penalty: 4956.985352
	Iteration 6Q: 3 clusters Score -2108098 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2108622.000000 Penalty: 4956.985352
	Iteration 7Q: 3 clusters Score -2108622 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2109211.000000 Penalty: 4956.985352
	Iteration 8Q: 3 clusters Score -2109211 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2109840.500000 Penalty: 4956.985352
	Iteration 9F: 3 clusters Score -2109840 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2110476.750000 Penalty: 4956.985352
	Iteration 10F: 3 clusters Score -2110477 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2111055.500000 Penalty: 4956.985352
	Iteration 11Q: 3 clusters Score -2111056 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2111571.500000 Penalty: 4956.985352
	Iteration 12Q: 3 clusters Score -2111572 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2111980.750000 Penalty: 4956.985352
	Iteration 13Q: 3 clusters Score -2111981 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2112294.500000 Penalty: 4956.985352
	Iteration 14Q: 3 clusters Score -2112294 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2112518.750000 Penalty: 4956.985352
	Iteration 15Q: 3 clusters Score -2112519 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2112681.500000 Penalty: 4956.985352
	Iteration 16Q: 3 clusters Score -2112682 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2112781.750000 Penalty: 4956.985352
	Iteration 17Q: 3 clusters Score -2112782 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2112869.000000 Penalty: 4956.985352
	Iteration 18Q: 3 clusters Score -2112869 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2112918.250000 Penalty: 4956.985352
	Iteration 19Q: 3 clusters Score -2112918 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2112959.500000 Penalty: 4956.985352
	Iteration 20F: 3 clusters Score -2112960 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2113008.750000 Penalty: 4956.985352
	Iteration 21Q: 3 clusters Score -2113009 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2113052.500000 Penalty: 4956.985352
	Iteration 22Q: 3 clusters Score -2113052 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2113085.500000 Penalty: 4956.985352
	Iteration 23Q: 3 clusters Score -2113086 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2113111.000000 Penalty: 4956.985352
	Iteration 24Q: 3 clusters Score -2113111 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2113133.250000 Penalty: 4956.985352
	Iteration 25Q: 3 clusters Score -2113133 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2113159.500000 Penalty: 4956.985352
	Iteration 26Q: 3 clusters Score -2113160 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2113178.250000 Penalty: 4956.985352
	Iteration 27Q: 3 clusters Score -2113178 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2113206.750000 Penalty: 4956.985352
	Iteration 28Q: 3 clusters Score -2113207 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -2113229.250000 Penalty: 4956.985352
	Iteration 29Q: 3 clusters Score -2113229 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2113244.750000 Penalty: 4956.985352
	Iteration 30Q: 3 clusters Score -2113245 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2113267.000000 Penalty: 4956.985352
	Iteration 31Q: 3 clusters Score -2113267 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2113280.500000 Penalty: 4956.985352
	Iteration 32Q: 3 clusters Score -2113280 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2113305.000000 Penalty: 4956.985352
	Iteration 33Q: 3 clusters Score -2113305 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2113328.750000 Penalty: 4956.985352
	Iteration 34Q: 3 clusters Score -2113329 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -2113353.500000 Penalty: 4956.985352
	Iteration 35Q: 3 clusters Score -2113354 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2113364.500000 Penalty: 4956.985352
	Iteration 36Q: 3 clusters Score -2113364 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2113388.500000 Penalty: 4956.985352
	Iteration 37Q: 3 clusters Score -2113388 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2113397.750000 Penalty: 4956.985352
	Iteration 38Q: 3 clusters Score -2113398 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2113419.500000 Penalty: 4956.985352
	Iteration 39Q: 3 clusters Score -2113420 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2113441.000000 Penalty: 4956.985352
	Iteration 40F: 3 clusters Score -2113441 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2113451.000000 Penalty: 4956.985352
	Iteration 41Q: 3 clusters Score -2113451 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2113457.000000 Penalty: 4956.985352
	Iteration 42Q: 3 clusters Score -2113457 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2113467.000000 Penalty: 4956.985352
	Iteration 43Q: 3 clusters Score -2113467 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2113475.250000 Penalty: 4956.985352
	Iteration 44Q: 3 clusters Score -2113475 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2113479.000000 Penalty: 4956.985352
	Iteration 45Q: 3 clusters Score -2113479 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2113495.000000 Penalty: 4956.985352
	Iteration 46Q: 3 clusters Score -2113495 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2113504.500000 Penalty: 4956.985352
	Iteration 47Q: 3 clusters Score -2113504 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2113514.250000 Penalty: 4956.985352
	Iteration 48Q: 3 clusters Score -2113514 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2113517.000000 Penalty: 4956.985352
	Iteration 49Q: 3 clusters Score -2113517 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -2113522.500000 Penalty: 4956.985352
	Iteration 50Q: 3 clusters Score -2113522 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2113531.750000 Penalty: 4956.985352
	Iteration 51Q: 3 clusters Score -2113532 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -2113536.750000 Penalty: 4956.985352
	Iteration 52Q: 3 clusters Score -2113537 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2113550.000000 Penalty: 4956.985352
	Iteration 53Q: 3 clusters Score -2113550 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2113550.750000 Penalty: 4956.985352
	Iteration 54Q: 3 clusters Score -2113551 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2113550.000000 Penalty: 4956.985352
	Iteration 55Q: 3 clusters Score -2113550 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2113560.000000 Penalty: 4956.985352
	Iteration 56Q: 3 clusters Score -2113560 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2113568.500000 Penalty: 4956.985352
	Iteration 57Q: 3 clusters Score -2113568 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -2113569.500000 Penalty: 4956.985352
	Iteration 58Q: 3 clusters Score -2113570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -2113576.000000 Penalty: 4956.985352
	Iteration 59Q: 3 clusters Score -2113576 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2113580.250000 Penalty: 4956.985352
	Iteration 60F: 3 clusters Score -2113580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2113583.750000 Penalty: 4956.985352
	Iteration 61Q: 3 clusters Score -2113584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2113583.000000 Penalty: 4956.985352
	Iteration 62Q: 3 clusters Score -2113583 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2113589.000000 Penalty: 4956.985352
	Iteration 63Q: 3 clusters Score -2113589 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -2113582.500000 Penalty: 4956.985352
	Iteration 64Q: 3 clusters Score -2113582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2113585.500000 Penalty: 4956.985352
	Iteration 65Q: 3 clusters Score -2113586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -2113582.250000 Penalty: 4956.985352
	Iteration 66Q: 3 clusters Score -2113582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2113592.500000 Penalty: 4956.985352
	Iteration 67Q: 3 clusters Score -2113592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2113591.750000 Penalty: 4956.985352
	Iteration 68Q: 3 clusters Score -2113592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -2113594.750000 Penalty: 4956.985352
	Iteration 69Q: 3 clusters Score -2113595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2113599.750000 Penalty: 4956.985352
	Iteration 70Q: 3 clusters Score -2113600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -2113603.750000 Penalty: 4956.985352
	Iteration 71Q: 3 clusters Score -2113604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2113607.000000 Penalty: 4956.985352
	Iteration 72Q: 3 clusters Score -2113607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2113604.750000 Penalty: 4956.985352
	Iteration 73Q: 3 clusters Score -2113605 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -2113608.750000 Penalty: 4956.985352
	Iteration 74Q: 3 clusters Score -2113609 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -2113609.250000 Penalty: 4956.985352
	Iteration 75Q: 3 clusters Score -2113609 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2113617.750000 Penalty: 4956.985352
	Iteration 76Q: 3 clusters Score -2113618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2113619.000000 Penalty: 4956.985352
	Iteration 77Q: 3 clusters Score -2113619 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2113620.750000 Penalty: 4956.985352
	Iteration 78Q: 3 clusters Score -2113621 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2113621.750000 Penalty: 4956.985352
	Iteration 79Q: 3 clusters Score -2113622 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2113628.750000 Penalty: 4956.985352
	Iteration 80F: 3 clusters Score -2113629 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2113633.500000 Penalty: 4956.985352
	Iteration 81Q: 3 clusters Score -2113634 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -2113643.250000 Penalty: 4956.985352
	Iteration 82Q: 3 clusters Score -2113643 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2113648.500000 Penalty: 4956.985352
	Iteration 83Q: 3 clusters Score -2113648 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2113653.500000 Penalty: 4956.985352
	Iteration 84Q: 3 clusters Score -2113654 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -2113661.250000 Penalty: 4956.985352
	Iteration 85Q: 3 clusters Score -2113661 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2113667.750000 Penalty: 4956.985352
	Iteration 86Q: 3 clusters Score -2113668 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -2113675.250000 Penalty: 4956.985352
	Iteration 87Q: 3 clusters Score -2113675 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -2113688.250000 Penalty: 4956.985352
	Iteration 88Q: 3 clusters Score -2113688 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2113696.250000 Penalty: 4956.985352
	Iteration 89Q: 3 clusters Score -2113696 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2113703.250000 Penalty: 4956.985352
	Iteration 90Q: 3 clusters Score -2113703 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -2113707.000000 Penalty: 4956.985352
	Iteration 91Q: 3 clusters Score -2113707 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -2113714.250000 Penalty: 4956.985352
	Iteration 92Q: 3 clusters Score -2113714 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -2113725.250000 Penalty: 4956.985352
	Iteration 93Q: 3 clusters Score -2113725 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -2113730.500000 Penalty: 4956.985352
	Iteration 94Q: 3 clusters Score -2113730 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2113735.000000 Penalty: 4956.985352
	Iteration 95Q: 3 clusters Score -2113735 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2113742.250000 Penalty: 4956.985352
	Iteration 96Q: 3 clusters Score -2113742 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2113753.250000 Penalty: 4956.985352
	Iteration 97Q: 3 clusters Score -2113753 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -2113754.500000 Penalty: 4956.985352
	Iteration 98Q: 3 clusters Score -2113754 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -2113758.750000 Penalty: 4956.985352
	Iteration 99Q: 3 clusters Score -2113759 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2113758.000000 Penalty: 4956.985352
	Iteration 100F: 3 clusters Score -2113758 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2113765.000000 Penalty: 4956.985352
	Iteration 101Q: 3 clusters Score -2113765 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -2113766.750000 Penalty: 4956.985352
	Iteration 102Q: 3 clusters Score -2113767 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2113769.500000 Penalty: 4956.985352
	Iteration 103Q: 3 clusters Score -2113770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2113781.750000 Penalty: 4956.985352
	Iteration 104Q: 3 clusters Score -2113782 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2113785.750000 Penalty: 4956.985352
	Iteration 105Q: 3 clusters Score -2113786 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2113791.250000 Penalty: 4956.985352
	Iteration 106Q: 3 clusters Score -2113791 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2113798.500000 Penalty: 4956.985352
	Iteration 107Q: 3 clusters Score -2113798 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2113808.750000 Penalty: 4956.985352
	Iteration 108Q: 3 clusters Score -2113809 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2113815.250000 Penalty: 4956.985352
	Iteration 109Q: 3 clusters Score -2113815 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2113821.750000 Penalty: 4956.985352
	Iteration 110Q: 3 clusters Score -2113822 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2113835.000000 Penalty: 4956.985352
	Iteration 111Q: 3 clusters Score -2113835 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -2113840.750000 Penalty: 4956.985352
	Iteration 112Q: 3 clusters Score -2113841 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2113853.000000 Penalty: 4956.985352
	Iteration 113Q: 3 clusters Score -2113853 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -2113862.500000 Penalty: 4956.985352
	Iteration 114Q: 3 clusters Score -2113862 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2113868.000000 Penalty: 4956.985352
	Iteration 115Q: 3 clusters Score -2113868 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2113877.750000 Penalty: 4956.985352
	Iteration 116Q: 3 clusters Score -2113878 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2113890.750000 Penalty: 4956.985352
	Iteration 117Q: 3 clusters Score -2113891 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2113901.250000 Penalty: 4956.985352
	Iteration 118Q: 3 clusters Score -2113901 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -2113918.000000 Penalty: 4956.985352
	Iteration 119Q: 3 clusters Score -2113918 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2113950.750000 Penalty: 4956.985352
	Iteration 120F: 3 clusters Score -2113951 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2113975.750000 Penalty: 4956.985352
	Iteration 121Q: 3 clusters Score -2113976 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -2114005.500000 Penalty: 4956.985352
	Iteration 122Q: 3 clusters Score -2114006 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2114040.000000 Penalty: 4956.985352
	Iteration 123Q: 3 clusters Score -2114040 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -2114059.000000 Penalty: 4956.985352
	Iteration 124Q: 3 clusters Score -2114059 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2114085.750000 Penalty: 4956.985352
	Iteration 125Q: 3 clusters Score -2114086 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2114119.250000 Penalty: 4956.985352
	Iteration 126Q: 3 clusters Score -2114119 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -2114144.500000 Penalty: 4956.985352
	Iteration 127Q: 3 clusters Score -2114144 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -2114178.500000 Penalty: 4956.985352
	Iteration 128Q: 3 clusters Score -2114178 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2114194.500000 Penalty: 4956.985352
	Iteration 129Q: 3 clusters Score -2114194 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2114226.000000 Penalty: 4956.985352
	Iteration 130Q: 3 clusters Score -2114226 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -2114251.250000 Penalty: 4956.985352
	Iteration 131Q: 3 clusters Score -2114251 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2114278.250000 Penalty: 4956.985352
	Iteration 132Q: 3 clusters Score -2114278 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2114304.250000 Penalty: 4956.985352
	Iteration 133Q: 3 clusters Score -2114304 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2114324.500000 Penalty: 4956.985352
	Iteration 134Q: 3 clusters Score -2114324 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2114341.000000 Penalty: 4956.985352
	Iteration 135Q: 3 clusters Score -2114341 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2114359.500000 Penalty: 4956.985352
	Iteration 136Q: 3 clusters Score -2114360 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2114378.250000 Penalty: 4956.985352
	Iteration 137Q: 3 clusters Score -2114378 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2114392.250000 Penalty: 4956.985352
	Iteration 138Q: 3 clusters Score -2114392 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2114403.000000 Penalty: 4956.985352
	Iteration 139Q: 3 clusters Score -2114403 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2114414.000000 Penalty: 4956.985352
	Iteration 140F: 3 clusters Score -2114414 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2114425.250000 Penalty: 4956.985352
	Iteration 141Q: 3 clusters Score -2114425 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2114449.500000 Penalty: 4956.985352
	Iteration 142Q: 3 clusters Score -2114450 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2114455.750000 Penalty: 4956.985352
	Iteration 143Q: 3 clusters Score -2114456 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2114462.500000 Penalty: 4956.985352
	Iteration 144Q: 3 clusters Score -2114462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2114465.750000 Penalty: 4956.985352
	Iteration 145Q: 3 clusters Score -2114466 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2114468.250000 Penalty: 4956.985352
	Iteration 146Q: 3 clusters Score -2114468 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2114478.500000 Penalty: 4956.985352
	Iteration 147Q: 3 clusters Score -2114478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2114483.000000 Penalty: 4956.985352
	Iteration 148Q: 3 clusters Score -2114483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2114486.500000 Penalty: 4956.985352
	Iteration 149Q: 3 clusters Score -2114486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2114490.000000 Penalty: 4956.985352
	Iteration 150Q: 3 clusters Score -2114490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2114498.000000 Penalty: 4956.985352
	Iteration 151Q: 3 clusters Score -2114498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2114496.250000 Penalty: 4956.985352
	Iteration 152Q: 3 clusters Score -2114496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2114503.000000 Penalty: 4956.985352
	Iteration 153Q: 3 clusters Score -2114503 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2114505.500000 Penalty: 4956.985352
	Iteration 154Q: 3 clusters Score -2114506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2114507.250000 Penalty: 4956.985352
	Iteration 155Q: 3 clusters Score -2114507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2114512.000000 Penalty: 4956.985352
	Iteration 156Q: 3 clusters Score -2114512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2114512.000000 Penalty: 4956.985352
	Iteration 157Q: 3 clusters Score -2114512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2114511.750000 Penalty: 4956.985352
	Iteration 158Q: 3 clusters Score -2114512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2114519.500000 Penalty: 4956.985352
	Iteration 159Q: 3 clusters Score -2114520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2114523.750000 Penalty: 4956.985352
	Iteration 160F: 3 clusters Score -2114524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2114524.250000 Penalty: 4956.985352
	Iteration 161Q: 3 clusters Score -2114524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2114527.500000 Penalty: 4956.985352
	Iteration 162Q: 3 clusters Score -2114528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2114528.250000 Penalty: 4956.985352
	Iteration 163Q: 3 clusters Score -2114528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2114525.750000 Penalty: 4956.985352
	Iteration 164Q: 3 clusters Score -2114526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2114525.000000 Penalty: 4956.985352
	Iteration 165Q: 3 clusters Score -2114525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2114526.500000 Penalty: 4956.985352
	Iteration 166Q: 3 clusters Score -2114526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2114530.500000 Penalty: 4956.985352
	Iteration 167Q: 3 clusters Score -2114530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2114534.500000 Penalty: 4956.985352
	Iteration 168Q: 3 clusters Score -2114534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2114538.000000 Penalty: 4956.985352
	Iteration 169Q: 3 clusters Score -2114538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2114538.500000 Penalty: 4956.985352
	Iteration 170Q: 3 clusters Score -2114538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2114536.000000 Penalty: 4956.985352
	Iteration 171Q: 3 clusters Score -2114536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2114537.750000 Penalty: 4956.985352
	Iteration 172Q: 3 clusters Score -2114538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2114538.250000 Penalty: 4956.985352
	Iteration 173Q: 3 clusters Score -2114538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2114537.750000 Penalty: 4956.985352
	Iteration 174Q: 3 clusters Score -2114538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2114540.500000 Penalty: 4956.985352
	Iteration 175Q: 3 clusters Score -2114540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2114544.000000 Penalty: 4956.985352
	Iteration 176Q: 3 clusters Score -2114544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2114546.000000 Penalty: 4956.985352
	Iteration 177Q: 3 clusters Score -2114546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2114543.500000 Penalty: 4956.985352
	Iteration 178Q: 3 clusters Score -2114544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2114552.500000 Penalty: 4956.985352
	Iteration 179Q: 3 clusters Score -2114552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2114552.000000 Penalty: 4956.985352
	Iteration 180F: 3 clusters Score -2114552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2114554.000000 Penalty: 4956.985352
	Iteration 181Q: 3 clusters Score -2114554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2114554.750000 Penalty: 4956.985352
	Iteration 182Q: 3 clusters Score -2114555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2114555.000000 Penalty: 4956.985352
	Iteration 183Q: 3 clusters Score -2114555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2114556.250000 Penalty: 4956.985352
	Iteration 184Q: 3 clusters Score -2114556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2114557.250000 Penalty: 4956.985352
	Iteration 185Q: 3 clusters Score -2114557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2114555.750000 Penalty: 4956.985352
	Iteration 186Q: 3 clusters Score -2114556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2114558.500000 Penalty: 4956.985352
	Iteration 187Q: 3 clusters Score -2114558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2114558.500000 Penalty: 4956.985352
	Iteration 188F: 3 clusters Score -2114558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -86232.312500 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -86232.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -84343.570312 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -84343.57 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -84726.984375 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -84726.98 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -84850.773438 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -84850.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -84941.750000 Penalty: 3378.377197
	Iteration 3Q: 3 clusters Score -84941.75 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -85113.867188 Penalty: 3378.377197
	Iteration 4Q: 3 clusters Score -85113.87 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -85336.828125 Penalty: 3378.377197
	Iteration 5Q: 3 clusters Score -85336.83 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -85532.257812 Penalty: 3378.377197
	Iteration 6F: 3 clusters Score -85532.26 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -85744.648438 Penalty: 3378.377197
	Iteration 7F: 3 clusters Score -85744.65 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -86017.015625 Penalty: 3378.377197
	Iteration 8F: 3 clusters Score -86017.02 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -86690.796875 Penalty: 3378.377197
	Iteration 9F: 3 clusters Score -86690.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -87088.171875 Penalty: 3378.377197
	Iteration 10F: 3 clusters Score -87088.17 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -87215.820312 Penalty: 3378.377197
	Iteration 11Q: 3 clusters Score -87215.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -87409.031250 Penalty: 3378.377197
	Iteration 12Q: 3 clusters Score -87409.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -87602.242188 Penalty: 3378.377197
	Iteration 13Q: 3 clusters Score -87602.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -87602.242188 Penalty: 3378.377197
	Iteration 14F: 3 clusters Score -87602.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9128 members 
Mstep: Class 6 contains 17154 members 
Mstep: Class 7 contains 11344 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 9145 members 
Mstep: Class 10 contains 29590 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14641 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10828 members 
Mstep: Class 19 contains 11621 members 
Mstep: Class 20 contains 6828 members 
Mstep: Class 21 contains 26110 members 
Mstep: Class 22 contains 29121 members 
Mstep: Class 23 contains 28316 members 
Mstep: Class 24 contains 35899 members 
Mstep: Class 25 contains 5360 members 
Mstep: Class 26 contains 34971 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3351 members 
Mstep: Class 29 contains 6385 members 
Mstep: Class 30 contains 89797 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13730 members 
Mstep: Class 33 contains 8408 members 
Mstep: Class 34 contains 5439 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14065 members 
Mstep: Class 38 contains 9484 members 
Mstep: Class 39 contains 10527 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14870 members 
Mstep: Class 43 contains 5650 members 
Mstep: Class 44 contains 13165 members 
Mstep: Class 45 contains 22347 members 
Mstep: Class 46 contains 30998 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10952 members 
Mstep: Class 50 contains 16859 members 
Mstep: Class 51 contains 21893 members 
Mstep: Class 52 contains 209 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 699 members 
Entering Unmasked Estep 
Score: -64768756.000000 Penalty: 179211.343750
Splitting cluster 52 changes total score from -64769056.000000 to -64768756.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -17676.312500 Penalty: 1340.978638
	Iteration 0F: 2 clusters Score -17676.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16787.029297 Penalty: 2681.957275
	Iteration 0F: 3 clusters Score -16787.03 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16903.558594 Penalty: 2681.957275
	Iteration 1F: 3 clusters Score -16903.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16933.349609 Penalty: 2681.957275
	Iteration 2Q: 3 clusters Score -16933.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16946.007812 Penalty: 2681.957275
	Iteration 3Q: 3 clusters Score -16946.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16947.425781 Penalty: 2681.957275
	Iteration 4Q: 3 clusters Score -16947.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16947.425781 Penalty: 2681.957275
	Iteration 5F: 3 clusters Score -16947.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9128 members 
Mstep: Class 6 contains 17154 members 
Mstep: Class 7 contains 11344 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 9145 members 
Mstep: Class 10 contains 29590 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14641 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10828 members 
Mstep: Class 19 contains 11621 members 
Mstep: Class 20 contains 6828 members 
Mstep: Class 21 contains 26110 members 
Mstep: Class 22 contains 29121 members 
Mstep: Class 23 contains 28316 members 
Mstep: Class 24 contains 35899 members 
Mstep: Class 25 contains 5360 members 
Mstep: Class 26 contains 34971 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3351 members 
Mstep: Class 29 contains 6385 members 
Mstep: Class 30 contains 89797 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13730 members 
Mstep: Class 33 contains 8408 members 
Mstep: Class 34 contains 5439 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14065 members 
Mstep: Class 38 contains 9484 members 
Mstep: Class 39 contains 10527 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14870 members 
Mstep: Class 43 contains 5650 members 
Mstep: Class 44 contains 13165 members 
Mstep: Class 45 contains 22347 members 
Mstep: Class 46 contains 30998 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10952 members 
Mstep: Class 50 contains 16859 members 
Mstep: Class 51 contains 21893 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769056.000000 Penalty: 175892.625000
Iteration 199Q: 54 clusters Score -6.476906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9128 members 
Mstep: Class 6 contains 17154 members 
Mstep: Class 7 contains 11344 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 9145 members 
Mstep: Class 10 contains 29590 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14641 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10828 members 
Mstep: Class 19 contains 11621 members 
Mstep: Class 20 contains 6829 members 
Mstep: Class 21 contains 26110 members 
Mstep: Class 22 contains 29121 members 
Mstep: Class 23 contains 28316 members 
Mstep: Class 24 contains 35899 members 
Mstep: Class 25 contains 5360 members 
Mstep: Class 26 contains 34971 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3351 members 
Mstep: Class 29 contains 6385 members 
Mstep: Class 30 contains 89797 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13730 members 
Mstep: Class 33 contains 8408 members 
Mstep: Class 34 contains 5439 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14065 members 
Mstep: Class 38 contains 9484 members 
Mstep: Class 39 contains 10527 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14870 members 
Mstep: Class 43 contains 5650 members 
Mstep: Class 44 contains 13165 members 
Mstep: Class 45 contains 22347 members 
Mstep: Class 46 contains 30998 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10952 members 
Mstep: Class 50 contains 16859 members 
Mstep: Class 51 contains 21893 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769052.000000 Penalty: 175892.625000
Iteration 200F: 54 clusters Score -6.476905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9128 members 
Mstep: Class 6 contains 17154 members 
Mstep: Class 7 contains 11344 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 9145 members 
Mstep: Class 10 contains 29590 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14641 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10828 members 
Mstep: Class 19 contains 11621 members 
Mstep: Class 20 contains 6830 members 
Mstep: Class 21 contains 26110 members 
Mstep: Class 22 contains 29121 members 
Mstep: Class 23 contains 28316 members 
Mstep: Class 24 contains 35899 members 
Mstep: Class 25 contains 5360 members 
Mstep: Class 26 contains 34971 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3351 members 
Mstep: Class 29 contains 6385 members 
Mstep: Class 30 contains 89797 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13730 members 
Mstep: Class 33 contains 8408 members 
Mstep: Class 34 contains 5439 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14065 members 
Mstep: Class 38 contains 9484 members 
Mstep: Class 39 contains 10527 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14870 members 
Mstep: Class 43 contains 5650 members 
Mstep: Class 44 contains 13165 members 
Mstep: Class 45 contains 22347 members 
Mstep: Class 46 contains 30998 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10952 members 
Mstep: Class 50 contains 16859 members 
Mstep: Class 51 contains 21893 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769048.000000 Penalty: 175892.625000
Iteration 201Q: 54 clusters Score -6.476905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9128 members 
Mstep: Class 6 contains 17154 members 
Mstep: Class 7 contains 11344 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 9145 members 
Mstep: Class 10 contains 29590 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14641 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10828 members 
Mstep: Class 19 contains 11621 members 
Mstep: Class 20 contains 6831 members 
Mstep: Class 21 contains 26110 members 
Mstep: Class 22 contains 29121 members 
Mstep: Class 23 contains 28316 members 
Mstep: Class 24 contains 35899 members 
Mstep: Class 25 contains 5360 members 
Mstep: Class 26 contains 34971 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3351 members 
Mstep: Class 29 contains 6385 members 
Mstep: Class 30 contains 89797 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13730 members 
Mstep: Class 33 contains 8408 members 
Mstep: Class 34 contains 5439 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14065 members 
Mstep: Class 38 contains 9484 members 
Mstep: Class 39 contains 10527 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14870 members 
Mstep: Class 43 contains 5650 members 
Mstep: Class 44 contains 13165 members 
Mstep: Class 45 contains 22347 members 
Mstep: Class 46 contains 30998 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10952 members 
Mstep: Class 50 contains 16859 members 
Mstep: Class 51 contains 21893 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769048.000000 Penalty: 175892.625000
Iteration 202Q: 54 clusters Score -6.476905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9128 members 
Mstep: Class 6 contains 17154 members 
Mstep: Class 7 contains 11344 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 9145 members 
Mstep: Class 10 contains 29590 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14641 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10828 members 
Mstep: Class 19 contains 11621 members 
Mstep: Class 20 contains 6832 members 
Mstep: Class 21 contains 26110 members 
Mstep: Class 22 contains 29121 members 
Mstep: Class 23 contains 28316 members 
Mstep: Class 24 contains 35899 members 
Mstep: Class 25 contains 5360 members 
Mstep: Class 26 contains 34971 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3351 members 
Mstep: Class 29 contains 6385 members 
Mstep: Class 30 contains 89797 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13730 members 
Mstep: Class 33 contains 8408 members 
Mstep: Class 34 contains 5439 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14065 members 
Mstep: Class 38 contains 9484 members 
Mstep: Class 39 contains 10527 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14870 members 
Mstep: Class 43 contains 5650 members 
Mstep: Class 44 contains 13165 members 
Mstep: Class 45 contains 22346 members 
Mstep: Class 46 contains 30998 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10952 members 
Mstep: Class 50 contains 16859 members 
Mstep: Class 51 contains 21893 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769044.000000 Penalty: 175892.625000
Iteration 203Q: 54 clusters Score -6.476904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9128 members 
Mstep: Class 6 contains 17154 members 
Mstep: Class 7 contains 11344 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 9145 members 
Mstep: Class 10 contains 29590 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14641 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10828 members 
Mstep: Class 19 contains 11621 members 
Mstep: Class 20 contains 6833 members 
Mstep: Class 21 contains 26110 members 
Mstep: Class 22 contains 29121 members 
Mstep: Class 23 contains 28316 members 
Mstep: Class 24 contains 35899 members 
Mstep: Class 25 contains 5360 members 
Mstep: Class 26 contains 34971 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3351 members 
Mstep: Class 29 contains 6385 members 
Mstep: Class 30 contains 89797 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13730 members 
Mstep: Class 33 contains 8408 members 
Mstep: Class 34 contains 5439 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14065 members 
Mstep: Class 38 contains 9484 members 
Mstep: Class 39 contains 10527 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14869 members 
Mstep: Class 43 contains 5650 members 
Mstep: Class 44 contains 13165 members 
Mstep: Class 45 contains 22346 members 
Mstep: Class 46 contains 30998 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10952 members 
Mstep: Class 50 contains 16859 members 
Mstep: Class 51 contains 21893 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769040.000000 Penalty: 175892.625000
Iteration 204Q: 54 clusters Score -6.476904e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9128 members 
Mstep: Class 6 contains 17154 members 
Mstep: Class 7 contains 11344 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 9145 members 
Mstep: Class 10 contains 29590 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14641 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10828 members 
Mstep: Class 19 contains 11621 members 
Mstep: Class 20 contains 6833 members 
Mstep: Class 21 contains 26110 members 
Mstep: Class 22 contains 29121 members 
Mstep: Class 23 contains 28316 members 
Mstep: Class 24 contains 35899 members 
Mstep: Class 25 contains 5360 members 
Mstep: Class 26 contains 34971 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3351 members 
Mstep: Class 29 contains 6385 members 
Mstep: Class 30 contains 89797 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13730 members 
Mstep: Class 33 contains 8408 members 
Mstep: Class 34 contains 5439 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14065 members 
Mstep: Class 38 contains 9484 members 
Mstep: Class 39 contains 10527 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14869 members 
Mstep: Class 43 contains 5650 members 
Mstep: Class 44 contains 13165 members 
Mstep: Class 45 contains 22346 members 
Mstep: Class 46 contains 30998 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10952 members 
Mstep: Class 50 contains 16859 members 
Mstep: Class 51 contains 21893 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769040.000000 Penalty: 175892.625000
Iteration 205F: 54 clusters Score -6.476904e+07 nChanged 0
Entering ConstructFrom: 
Score: -64769040.000000 Penalty: 175892.625000
Entering ConstructFrom: 
Trying to split cluster 1 (11578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Entering Unmasked Estep 
Score: -1139115.500000 Penalty: 2320.501709
	Iteration 0F: 2 clusters Score -1139116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1130497.750000 Penalty: 4641.003418
	Iteration 0F: 3 clusters Score -1130498 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1133210.125000 Penalty: 4641.003418
	Iteration 1F: 3 clusters Score -1133210 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1133690.750000 Penalty: 4641.003418
	Iteration 2F: 3 clusters Score -1133691 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1134084.500000 Penalty: 4641.003418
	Iteration 3F: 3 clusters Score -1134084 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1134423.000000 Penalty: 4641.003418
	Iteration 4F: 3 clusters Score -1134423 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1134721.625000 Penalty: 4641.003418
	Iteration 5F: 3 clusters Score -1134722 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1134993.625000 Penalty: 4641.003418
	Iteration 6Q: 3 clusters Score -1134994 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1135249.125000 Penalty: 4641.003418
	Iteration 7Q: 3 clusters Score -1135249 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1135554.000000 Penalty: 4641.003418
	Iteration 8Q: 3 clusters Score -1135554 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1135845.125000 Penalty: 4641.003418
	Iteration 9Q: 3 clusters Score -1135845 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1136137.125000 Penalty: 4641.003418
	Iteration 10Q: 3 clusters Score -1136137 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1136413.500000 Penalty: 4641.003418
	Iteration 11Q: 3 clusters Score -1136414 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1136619.750000 Penalty: 4641.003418
	Iteration 12Q: 3 clusters Score -1136620 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1136808.625000 Penalty: 4641.003418
	Iteration 13Q: 3 clusters Score -1136809 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1136973.750000 Penalty: 4641.003418
	Iteration 14Q: 3 clusters Score -1136974 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1137123.500000 Penalty: 4641.003418
	Iteration 15Q: 3 clusters Score -1137124 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1137254.875000 Penalty: 4641.003418
	Iteration 16Q: 3 clusters Score -1137255 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1137361.625000 Penalty: 4641.003418
	Iteration 17Q: 3 clusters Score -1137362 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1137433.750000 Penalty: 4641.003418
	Iteration 18Q: 3 clusters Score -1137434 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1137494.625000 Penalty: 4641.003418
	Iteration 19Q: 3 clusters Score -1137495 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1137543.625000 Penalty: 4641.003418
	Iteration 20F: 3 clusters Score -1137544 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1137592.375000 Penalty: 4641.003418
	Iteration 21Q: 3 clusters Score -1137592 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1137618.500000 Penalty: 4641.003418
	Iteration 22Q: 3 clusters Score -1137618 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1137649.375000 Penalty: 4641.003418
	Iteration 23Q: 3 clusters Score -1137649 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1137667.625000 Penalty: 4641.003418
	Iteration 24Q: 3 clusters Score -1137668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1137674.375000 Penalty: 4641.003418
	Iteration 25Q: 3 clusters Score -1137674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1137680.000000 Penalty: 4641.003418
	Iteration 26Q: 3 clusters Score -1137680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1137684.750000 Penalty: 4641.003418
	Iteration 27Q: 3 clusters Score -1137685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1137687.000000 Penalty: 4641.003418
	Iteration 28Q: 3 clusters Score -1137687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1137689.000000 Penalty: 4641.003418
	Iteration 29Q: 3 clusters Score -1137689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1137691.000000 Penalty: 4641.003418
	Iteration 30Q: 3 clusters Score -1137691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1137693.125000 Penalty: 4641.003418
	Iteration 31Q: 3 clusters Score -1137693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1137695.625000 Penalty: 4641.003418
	Iteration 32Q: 3 clusters Score -1137696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1137697.875000 Penalty: 4641.003418
	Iteration 33Q: 3 clusters Score -1137698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1137702.125000 Penalty: 4641.003418
	Iteration 34Q: 3 clusters Score -1137702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1137707.000000 Penalty: 4641.003418
	Iteration 35Q: 3 clusters Score -1137707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1137713.125000 Penalty: 4641.003418
	Iteration 36Q: 3 clusters Score -1137713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1137717.875000 Penalty: 4641.003418
	Iteration 37Q: 3 clusters Score -1137718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1137721.500000 Penalty: 4641.003418
	Iteration 38Q: 3 clusters Score -1137722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1137726.000000 Penalty: 4641.003418
	Iteration 39Q: 3 clusters Score -1137726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1137725.625000 Penalty: 4641.003418
	Iteration 40F: 3 clusters Score -1137726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -54049.640625 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -54049.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -52502.222656 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -52502.22 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -52911.812500 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -52911.81 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -53234.105469 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -53234.11 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -53467.433594 Penalty: 3197.863525
	Iteration 3F: 3 clusters Score -53467.43 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -53748.703125 Penalty: 3197.863525
	Iteration 4F: 3 clusters Score -53748.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -54100.226562 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -54100.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -54137.476562 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -54137.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -54141.941406 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -54141.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -54151.968750 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -54151.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54157.992188 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -54157.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -54174.558594 Penalty: 3197.863525
	Iteration 10Q: 3 clusters Score -54174.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -54176.875000 Penalty: 3197.863525
	Iteration 11Q: 3 clusters Score -54176.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -54178.156250 Penalty: 3197.863525
	Iteration 12Q: 3 clusters Score -54178.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -54178.156250 Penalty: 3197.863525
	Iteration 13F: 3 clusters Score -54178.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 413 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9128 members 
Mstep: Class 6 contains 17154 members 
Mstep: Class 7 contains 11344 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 9145 members 
Mstep: Class 10 contains 29590 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14641 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10828 members 
Mstep: Class 19 contains 11621 members 
Mstep: Class 20 contains 6833 members 
Mstep: Class 21 contains 26110 members 
Mstep: Class 22 contains 29121 members 
Mstep: Class 23 contains 28316 members 
Mstep: Class 24 contains 35899 members 
Mstep: Class 25 contains 5360 members 
Mstep: Class 26 contains 34971 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3351 members 
Mstep: Class 29 contains 6385 members 
Mstep: Class 30 contains 89797 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13730 members 
Mstep: Class 33 contains 8408 members 
Mstep: Class 34 contains 5439 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14065 members 
Mstep: Class 38 contains 9484 members 
Mstep: Class 39 contains 10527 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14869 members 
Mstep: Class 43 contains 5650 members 
Mstep: Class 44 contains 13165 members 
Mstep: Class 45 contains 22346 members 
Mstep: Class 46 contains 30998 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10952 members 
Mstep: Class 50 contains 16859 members 
Mstep: Class 51 contains 21893 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 218 members 
Entering Unmasked Estep 
Score: -64767424.000000 Penalty: 179211.343750
Splitting cluster 2 changes total score from -64769040.000000 to -64767424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (4133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Entering Unmasked Estep 
Score: -328724.656250 Penalty: 2065.036133
	Iteration 0F: 2 clusters Score -328724.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -324830.281250 Penalty: 4130.072266
	Iteration 0F: 3 clusters Score -324830.3 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -325776.875000 Penalty: 4130.072266
	Iteration 1F: 3 clusters Score -325776.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -326139.156250 Penalty: 4130.072266
	Iteration 2F: 3 clusters Score -326139.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -326442.937500 Penalty: 4130.072266
	Iteration 3F: 3 clusters Score -326442.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -326615.000000 Penalty: 4130.072266
	Iteration 4F: 3 clusters Score -326615 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -326759.125000 Penalty: 4130.072266
	Iteration 5Q: 3 clusters Score -326759.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -326882.593750 Penalty: 4130.072266
	Iteration 6Q: 3 clusters Score -326882.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -327018.718750 Penalty: 4130.072266
	Iteration 7Q: 3 clusters Score -327018.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -327145.500000 Penalty: 4130.072266
	Iteration 8Q: 3 clusters Score -327145.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -327253.062500 Penalty: 4130.072266
	Iteration 9Q: 3 clusters Score -327253.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -327323.406250 Penalty: 4130.072266
	Iteration 10Q: 3 clusters Score -327323.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -327358.562500 Penalty: 4130.072266
	Iteration 11Q: 3 clusters Score -327358.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -327376.125000 Penalty: 4130.072266
	Iteration 12Q: 3 clusters Score -327376.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -327389.218750 Penalty: 4130.072266
	Iteration 13Q: 3 clusters Score -327389.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -327398.218750 Penalty: 4130.072266
	Iteration 14Q: 3 clusters Score -327398.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -327405.343750 Penalty: 4130.072266
	Iteration 15Q: 3 clusters Score -327405.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -327410.750000 Penalty: 4130.072266
	Iteration 16Q: 3 clusters Score -327410.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -327414.281250 Penalty: 4130.072266
	Iteration 17Q: 3 clusters Score -327414.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -327417.500000 Penalty: 4130.072266
	Iteration 18Q: 3 clusters Score -327417.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -327418.437500 Penalty: 4130.072266
	Iteration 19Q: 3 clusters Score -327418.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -327420.000000 Penalty: 4130.072266
	Iteration 20F: 3 clusters Score -327420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Entering Unmasked Estep 
Score: -572309.312500 Penalty: 2125.071289
	Iteration 0F: 2 clusters Score -572309.3 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 2672 members 
Entering Unmasked Estep 
Score: -567617.812500 Penalty: 4250.142578
	Iteration 0F: 3 clusters Score -567617.8 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -568783.937500 Penalty: 4250.142578
	Iteration 1F: 3 clusters Score -568783.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -569001.687500 Penalty: 4250.142578
	Iteration 2F: 3 clusters Score -569001.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -569135.687500 Penalty: 4250.142578
	Iteration 3Q: 3 clusters Score -569135.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -569231.812500 Penalty: 4250.142578
	Iteration 4Q: 3 clusters Score -569231.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -569311.625000 Penalty: 4250.142578
	Iteration 5Q: 3 clusters Score -569311.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -569388.687500 Penalty: 4250.142578
	Iteration 6Q: 3 clusters Score -569388.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -569458.375000 Penalty: 4250.142578
	Iteration 7Q: 3 clusters Score -569458.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -569533.437500 Penalty: 4250.142578
	Iteration 8Q: 3 clusters Score -569533.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -569605.875000 Penalty: 4250.142578
	Iteration 9Q: 3 clusters Score -569605.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -569684.937500 Penalty: 4250.142578
	Iteration 10Q: 3 clusters Score -569684.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -569756.562500 Penalty: 4250.142578
	Iteration 11Q: 3 clusters Score -569756.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -569831.875000 Penalty: 4250.142578
	Iteration 12Q: 3 clusters Score -569831.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -569897.125000 Penalty: 4250.142578
	Iteration 13Q: 3 clusters Score -569897.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -569960.437500 Penalty: 4250.142578
	Iteration 14Q: 3 clusters Score -569960.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -570016.312500 Penalty: 4250.142578
	Iteration 15Q: 3 clusters Score -570016.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -570079.687500 Penalty: 4250.142578
	Iteration 16Q: 3 clusters Score -570079.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -570125.437500 Penalty: 4250.142578
	Iteration 17Q: 3 clusters Score -570125.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -570162.125000 Penalty: 4250.142578
	Iteration 18Q: 3 clusters Score -570162.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -570192.562500 Penalty: 4250.142578
	Iteration 19Q: 3 clusters Score -570192.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -570226.500000 Penalty: 4250.142578
	Iteration 20F: 3 clusters Score -570226.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -570259.812500 Penalty: 4250.142578
	Iteration 21Q: 3 clusters Score -570259.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -570287.625000 Penalty: 4250.142578
	Iteration 22Q: 3 clusters Score -570287.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -570316.750000 Penalty: 4250.142578
	Iteration 23Q: 3 clusters Score -570316.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -570347.437500 Penalty: 4250.142578
	Iteration 24Q: 3 clusters Score -570347.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -570375.375000 Penalty: 4250.142578
	Iteration 25Q: 3 clusters Score -570375.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -570403.000000 Penalty: 4250.142578
	Iteration 26Q: 3 clusters Score -570403 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -570442.812500 Penalty: 4250.142578
	Iteration 27Q: 3 clusters Score -570442.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -570491.562500 Penalty: 4250.142578
	Iteration 28Q: 3 clusters Score -570491.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -570538.375000 Penalty: 4250.142578
	Iteration 29Q: 3 clusters Score -570538.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -570592.250000 Penalty: 4250.142578
	Iteration 30Q: 3 clusters Score -570592.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -570692.750000 Penalty: 4250.142578
	Iteration 31Q: 3 clusters Score -570692.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -570823.875000 Penalty: 4250.142578
	Iteration 32Q: 3 clusters Score -570823.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -570947.437500 Penalty: 4250.142578
	Iteration 33Q: 3 clusters Score -570947.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -571016.812500 Penalty: 4250.142578
	Iteration 34Q: 3 clusters Score -571016.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -571063.562500 Penalty: 4250.142578
	Iteration 35Q: 3 clusters Score -571063.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -571105.250000 Penalty: 4250.142578
	Iteration 36Q: 3 clusters Score -571105.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -571156.750000 Penalty: 4250.142578
	Iteration 37Q: 3 clusters Score -571156.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -571203.437500 Penalty: 4250.142578
	Iteration 38Q: 3 clusters Score -571203.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -571246.375000 Penalty: 4250.142578
	Iteration 39Q: 3 clusters Score -571246.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -571286.625000 Penalty: 4250.142578
	Iteration 40F: 3 clusters Score -571286.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -571326.437500 Penalty: 4250.142578
	Iteration 41Q: 3 clusters Score -571326.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -571373.625000 Penalty: 4250.142578
	Iteration 42Q: 3 clusters Score -571373.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -571422.812500 Penalty: 4250.142578
	Iteration 43Q: 3 clusters Score -571422.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -571474.312500 Penalty: 4250.142578
	Iteration 44Q: 3 clusters Score -571474.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -571526.937500 Penalty: 4250.142578
	Iteration 45Q: 3 clusters Score -571526.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -571578.187500 Penalty: 4250.142578
	Iteration 46Q: 3 clusters Score -571578.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -571615.375000 Penalty: 4250.142578
	Iteration 47Q: 3 clusters Score -571615.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -571647.562500 Penalty: 4250.142578
	Iteration 48Q: 3 clusters Score -571647.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -571665.062500 Penalty: 4250.142578
	Iteration 49Q: 3 clusters Score -571665.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -571680.500000 Penalty: 4250.142578
	Iteration 50Q: 3 clusters Score -571680.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -571693.375000 Penalty: 4250.142578
	Iteration 51Q: 3 clusters Score -571693.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -571708.750000 Penalty: 4250.142578
	Iteration 52Q: 3 clusters Score -571708.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -571725.375000 Penalty: 4250.142578
	Iteration 53Q: 3 clusters Score -571725.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -571733.500000 Penalty: 4250.142578
	Iteration 54Q: 3 clusters Score -571733.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -571741.437500 Penalty: 4250.142578
	Iteration 55Q: 3 clusters Score -571741.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -571752.750000 Penalty: 4250.142578
	Iteration 56Q: 3 clusters Score -571752.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -571767.312500 Penalty: 4250.142578
	Iteration 57Q: 3 clusters Score -571767.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -571773.750000 Penalty: 4250.142578
	Iteration 58Q: 3 clusters Score -571773.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -571777.187500 Penalty: 4250.142578
	Iteration 59Q: 3 clusters Score -571777.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -571786.812500 Penalty: 4250.142578
	Iteration 60F: 3 clusters Score -571786.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -571796.375000 Penalty: 4250.142578
	Iteration 61Q: 3 clusters Score -571796.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -571802.187500 Penalty: 4250.142578
	Iteration 62Q: 3 clusters Score -571802.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -571805.562500 Penalty: 4250.142578
	Iteration 63Q: 3 clusters Score -571805.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -571809.500000 Penalty: 4250.142578
	Iteration 64Q: 3 clusters Score -571809.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -571814.562500 Penalty: 4250.142578
	Iteration 65Q: 3 clusters Score -571814.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -571818.687500 Penalty: 4250.142578
	Iteration 66Q: 3 clusters Score -571818.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -571821.312500 Penalty: 4250.142578
	Iteration 67Q: 3 clusters Score -571821.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -571822.937500 Penalty: 4250.142578
	Iteration 68Q: 3 clusters Score -571822.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -571825.625000 Penalty: 4250.142578
	Iteration 69Q: 3 clusters Score -571825.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -571825.500000 Penalty: 4250.142578
	Iteration 70Q: 3 clusters Score -571825.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -571826.750000 Penalty: 4250.142578
	Iteration 71Q: 3 clusters Score -571826.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -571826.750000 Penalty: 4250.142578
	Iteration 72F: 3 clusters Score -571826.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Entering Unmasked Estep 
Score: -899932.187500 Penalty: 2261.537109
	Iteration 0F: 2 clusters Score -899932.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -892861.125000 Penalty: 4523.074219
	Iteration 0F: 3 clusters Score -892861.1 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -895073.000000 Penalty: 4523.074219
	Iteration 1F: 3 clusters Score -895073 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -895527.437500 Penalty: 4523.074219
	Iteration 2F: 3 clusters Score -895527.4 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -895860.375000 Penalty: 4523.074219
	Iteration 3F: 3 clusters Score -895860.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -896132.375000 Penalty: 4523.074219
	Iteration 4F: 3 clusters Score -896132.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -896366.625000 Penalty: 4523.074219
	Iteration 5Q: 3 clusters Score -896366.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -896586.000000 Penalty: 4523.074219
	Iteration 6Q: 3 clusters Score -896586 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -896788.687500 Penalty: 4523.074219
	Iteration 7Q: 3 clusters Score -896788.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -896961.000000 Penalty: 4523.074219
	Iteration 8Q: 3 clusters Score -896961 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -897099.250000 Penalty: 4523.074219
	Iteration 9Q: 3 clusters Score -897099.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -897224.125000 Penalty: 4523.074219
	Iteration 10Q: 3 clusters Score -897224.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -897323.125000 Penalty: 4523.074219
	Iteration 11Q: 3 clusters Score -897323.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -897416.375000 Penalty: 4523.074219
	Iteration 12Q: 3 clusters Score -897416.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -897489.750000 Penalty: 4523.074219
	Iteration 13Q: 3 clusters Score -897489.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -897549.250000 Penalty: 4523.074219
	Iteration 14Q: 3 clusters Score -897549.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -897592.125000 Penalty: 4523.074219
	Iteration 15Q: 3 clusters Score -897592.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -897623.500000 Penalty: 4523.074219
	Iteration 16Q: 3 clusters Score -897623.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -897656.562500 Penalty: 4523.074219
	Iteration 17Q: 3 clusters Score -897656.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -897688.312500 Penalty: 4523.074219
	Iteration 18Q: 3 clusters Score -897688.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -897723.937500 Penalty: 4523.074219
	Iteration 19Q: 3 clusters Score -897723.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -897759.875000 Penalty: 4523.074219
	Iteration 20F: 3 clusters Score -897759.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -897789.875000 Penalty: 4523.074219
	Iteration 21Q: 3 clusters Score -897789.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -897811.312500 Penalty: 4523.074219
	Iteration 22Q: 3 clusters Score -897811.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -897832.062500 Penalty: 4523.074219
	Iteration 23Q: 3 clusters Score -897832.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -897845.562500 Penalty: 4523.074219
	Iteration 24Q: 3 clusters Score -897845.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -897858.937500 Penalty: 4523.074219
	Iteration 25Q: 3 clusters Score -897858.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -897875.000000 Penalty: 4523.074219
	Iteration 26Q: 3 clusters Score -897875 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -897889.875000 Penalty: 4523.074219
	Iteration 27Q: 3 clusters Score -897889.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -897900.937500 Penalty: 4523.074219
	Iteration 28Q: 3 clusters Score -897900.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -897908.625000 Penalty: 4523.074219
	Iteration 29Q: 3 clusters Score -897908.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -897916.937500 Penalty: 4523.074219
	Iteration 30Q: 3 clusters Score -897916.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -897923.562500 Penalty: 4523.074219
	Iteration 31Q: 3 clusters Score -897923.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -897931.812500 Penalty: 4523.074219
	Iteration 32Q: 3 clusters Score -897931.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -897938.437500 Penalty: 4523.074219
	Iteration 33Q: 3 clusters Score -897938.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -897943.312500 Penalty: 4523.074219
	Iteration 34Q: 3 clusters Score -897943.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -897951.000000 Penalty: 4523.074219
	Iteration 35Q: 3 clusters Score -897951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -897956.750000 Penalty: 4523.074219
	Iteration 36Q: 3 clusters Score -897956.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -897963.437500 Penalty: 4523.074219
	Iteration 37Q: 3 clusters Score -897963.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -897968.437500 Penalty: 4523.074219
	Iteration 38Q: 3 clusters Score -897968.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -897976.375000 Penalty: 4523.074219
	Iteration 39Q: 3 clusters Score -897976.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -897980.437500 Penalty: 4523.074219
	Iteration 40F: 3 clusters Score -897980.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -897990.687500 Penalty: 4523.074219
	Iteration 41Q: 3 clusters Score -897990.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -897997.875000 Penalty: 4523.074219
	Iteration 42Q: 3 clusters Score -897997.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -898004.937500 Penalty: 4523.074219
	Iteration 43Q: 3 clusters Score -898004.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -898012.250000 Penalty: 4523.074219
	Iteration 44Q: 3 clusters Score -898012.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -898019.375000 Penalty: 4523.074219
	Iteration 45Q: 3 clusters Score -898019.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -898025.187500 Penalty: 4523.074219
	Iteration 46Q: 3 clusters Score -898025.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -898028.750000 Penalty: 4523.074219
	Iteration 47Q: 3 clusters Score -898028.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -898034.062500 Penalty: 4523.074219
	Iteration 48Q: 3 clusters Score -898034.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -898038.562500 Penalty: 4523.074219
	Iteration 49Q: 3 clusters Score -898038.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -898040.187500 Penalty: 4523.074219
	Iteration 50Q: 3 clusters Score -898040.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -898042.250000 Penalty: 4523.074219
	Iteration 51Q: 3 clusters Score -898042.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -898045.437500 Penalty: 4523.074219
	Iteration 52Q: 3 clusters Score -898045.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -898048.375000 Penalty: 4523.074219
	Iteration 53Q: 3 clusters Score -898048.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -898051.062500 Penalty: 4523.074219
	Iteration 54Q: 3 clusters Score -898051.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -898055.437500 Penalty: 4523.074219
	Iteration 55Q: 3 clusters Score -898055.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -898059.437500 Penalty: 4523.074219
	Iteration 56Q: 3 clusters Score -898059.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -898063.312500 Penalty: 4523.074219
	Iteration 57Q: 3 clusters Score -898063.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -898065.562500 Penalty: 4523.074219
	Iteration 58Q: 3 clusters Score -898065.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -898066.875000 Penalty: 4523.074219
	Iteration 59Q: 3 clusters Score -898066.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -898071.187500 Penalty: 4523.074219
	Iteration 60F: 3 clusters Score -898071.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -898074.625000 Penalty: 4523.074219
	Iteration 61Q: 3 clusters Score -898074.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -898076.500000 Penalty: 4523.074219
	Iteration 62Q: 3 clusters Score -898076.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -898079.437500 Penalty: 4523.074219
	Iteration 63Q: 3 clusters Score -898079.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -898078.375000 Penalty: 4523.074219
	Iteration 64Q: 3 clusters Score -898078.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -898079.937500 Penalty: 4523.074219
	Iteration 65Q: 3 clusters Score -898079.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -898084.625000 Penalty: 4523.074219
	Iteration 66Q: 3 clusters Score -898084.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -898086.875000 Penalty: 4523.074219
	Iteration 67Q: 3 clusters Score -898086.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -898089.625000 Penalty: 4523.074219
	Iteration 68Q: 3 clusters Score -898089.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -898094.375000 Penalty: 4523.074219
	Iteration 69Q: 3 clusters Score -898094.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -898094.937500 Penalty: 4523.074219
	Iteration 70Q: 3 clusters Score -898094.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -898098.500000 Penalty: 4523.074219
	Iteration 71Q: 3 clusters Score -898098.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -898099.312500 Penalty: 4523.074219
	Iteration 72Q: 3 clusters Score -898099.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -898101.312500 Penalty: 4523.074219
	Iteration 73Q: 3 clusters Score -898101.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -898102.375000 Penalty: 4523.074219
	Iteration 74Q: 3 clusters Score -898102.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -898103.875000 Penalty: 4523.074219
	Iteration 75Q: 3 clusters Score -898103.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -898108.875000 Penalty: 4523.074219
	Iteration 76Q: 3 clusters Score -898108.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -898111.125000 Penalty: 4523.074219
	Iteration 77Q: 3 clusters Score -898111.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -898111.750000 Penalty: 4523.074219
	Iteration 78Q: 3 clusters Score -898111.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -898114.187500 Penalty: 4523.074219
	Iteration 79Q: 3 clusters Score -898114.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -898116.500000 Penalty: 4523.074219
	Iteration 80F: 3 clusters Score -898116.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -898117.562500 Penalty: 4523.074219
	Iteration 81Q: 3 clusters Score -898117.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -898118.375000 Penalty: 4523.074219
	Iteration 82Q: 3 clusters Score -898118.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -898120.312500 Penalty: 4523.074219
	Iteration 83Q: 3 clusters Score -898120.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -898120.562500 Penalty: 4523.074219
	Iteration 84Q: 3 clusters Score -898120.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -898122.125000 Penalty: 4523.074219
	Iteration 85Q: 3 clusters Score -898122.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -898127.375000 Penalty: 4523.074219
	Iteration 86Q: 3 clusters Score -898127.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -898128.562500 Penalty: 4523.074219
	Iteration 87Q: 3 clusters Score -898128.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -898130.812500 Penalty: 4523.074219
	Iteration 88Q: 3 clusters Score -898130.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -898133.000000 Penalty: 4523.074219
	Iteration 89Q: 3 clusters Score -898133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -898136.500000 Penalty: 4523.074219
	Iteration 90Q: 3 clusters Score -898136.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -898138.750000 Penalty: 4523.074219
	Iteration 91Q: 3 clusters Score -898138.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -898142.562500 Penalty: 4523.074219
	Iteration 92Q: 3 clusters Score -898142.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -898149.250000 Penalty: 4523.074219
	Iteration 93Q: 3 clusters Score -898149.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -898154.750000 Penalty: 4523.074219
	Iteration 94Q: 3 clusters Score -898154.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -898160.687500 Penalty: 4523.074219
	Iteration 95Q: 3 clusters Score -898160.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -898162.375000 Penalty: 4523.074219
	Iteration 96Q: 3 clusters Score -898162.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -898162.375000 Penalty: 4523.074219
	Iteration 97F: 3 clusters Score -898162.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Entering Unmasked Estep 
Score: -1860312.250000 Penalty: 2417.996582
	Iteration 0F: 2 clusters Score -1860312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1848178.625000 Penalty: 4835.993164
	Iteration 0F: 3 clusters Score -1848179 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1851995.125000 Penalty: 4835.993164
	Iteration 1F: 3 clusters Score -1851995 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1852302.500000 Penalty: 4835.993164
	Iteration 2F: 3 clusters Score -1852302 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1852551.125000 Penalty: 4835.993164
	Iteration 3Q: 3 clusters Score -1852551 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1852798.000000 Penalty: 4835.993164
	Iteration 4Q: 3 clusters Score -1852798 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1853081.125000 Penalty: 4835.993164
	Iteration 5Q: 3 clusters Score -1853081 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1853470.250000 Penalty: 4835.993164
	Iteration 6Q: 3 clusters Score -1853470 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1853975.000000 Penalty: 4835.993164
	Iteration 7F: 3 clusters Score -1853975 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1854583.375000 Penalty: 4835.993164
	Iteration 8F: 3 clusters Score -1854583 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1855202.875000 Penalty: 4835.993164
	Iteration 9F: 3 clusters Score -1855203 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1855829.000000 Penalty: 4835.993164
	Iteration 10F: 3 clusters Score -1855829 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1856322.375000 Penalty: 4835.993164
	Iteration 11Q: 3 clusters Score -1856322 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1856678.500000 Penalty: 4835.993164
	Iteration 12Q: 3 clusters Score -1856678 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1856926.875000 Penalty: 4835.993164
	Iteration 13Q: 3 clusters Score -1856927 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1857103.625000 Penalty: 4835.993164
	Iteration 14Q: 3 clusters Score -1857104 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1857266.750000 Penalty: 4835.993164
	Iteration 15Q: 3 clusters Score -1857267 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1857406.000000 Penalty: 4835.993164
	Iteration 16Q: 3 clusters Score -1857406 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1857515.125000 Penalty: 4835.993164
	Iteration 17Q: 3 clusters Score -1857515 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1857622.500000 Penalty: 4835.993164
	Iteration 18Q: 3 clusters Score -1857622 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1857725.125000 Penalty: 4835.993164
	Iteration 19Q: 3 clusters Score -1857725 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1857830.000000 Penalty: 4835.993164
	Iteration 20F: 3 clusters Score -1857830 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1857907.500000 Penalty: 4835.993164
	Iteration 21Q: 3 clusters Score -1857908 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1857975.125000 Penalty: 4835.993164
	Iteration 22Q: 3 clusters Score -1857975 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1858026.750000 Penalty: 4835.993164
	Iteration 23Q: 3 clusters Score -1858027 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1858059.750000 Penalty: 4835.993164
	Iteration 24Q: 3 clusters Score -1858060 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1858085.625000 Penalty: 4835.993164
	Iteration 25Q: 3 clusters Score -1858086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1858106.000000 Penalty: 4835.993164
	Iteration 26Q: 3 clusters Score -1858106 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1858123.000000 Penalty: 4835.993164
	Iteration 27Q: 3 clusters Score -1858123 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1858142.750000 Penalty: 4835.993164
	Iteration 28Q: 3 clusters Score -1858143 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1858163.625000 Penalty: 4835.993164
	Iteration 29Q: 3 clusters Score -1858164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1858178.250000 Penalty: 4835.993164
	Iteration 30Q: 3 clusters Score -1858178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1858189.000000 Penalty: 4835.993164
	Iteration 31Q: 3 clusters Score -1858189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1858195.375000 Penalty: 4835.993164
	Iteration 32Q: 3 clusters Score -1858195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1858194.500000 Penalty: 4835.993164
	Iteration 33Q: 3 clusters Score -1858194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1858201.250000 Penalty: 4835.993164
	Iteration 34Q: 3 clusters Score -1858201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1858204.625000 Penalty: 4835.993164
	Iteration 35Q: 3 clusters Score -1858205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1858203.375000 Penalty: 4835.993164
	Iteration 36Q: 3 clusters Score -1858203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1858206.625000 Penalty: 4835.993164
	Iteration 37Q: 3 clusters Score -1858207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1858206.375000 Penalty: 4835.993164
	Iteration 38Q: 3 clusters Score -1858206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1858211.125000 Penalty: 4835.993164
	Iteration 39Q: 3 clusters Score -1858211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1858214.250000 Penalty: 4835.993164
	Iteration 40F: 3 clusters Score -1858214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1858217.125000 Penalty: 4835.993164
	Iteration 41Q: 3 clusters Score -1858217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1858221.125000 Penalty: 4835.993164
	Iteration 42Q: 3 clusters Score -1858221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1858222.375000 Penalty: 4835.993164
	Iteration 43Q: 3 clusters Score -1858222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1858224.125000 Penalty: 4835.993164
	Iteration 44Q: 3 clusters Score -1858224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1858222.000000 Penalty: 4835.993164
	Iteration 45Q: 3 clusters Score -1858222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1858223.500000 Penalty: 4835.993164
	Iteration 46Q: 3 clusters Score -1858224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1858228.500000 Penalty: 4835.993164
	Iteration 47Q: 3 clusters Score -1858228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1858231.500000 Penalty: 4835.993164
	Iteration 48Q: 3 clusters Score -1858232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1858230.375000 Penalty: 4835.993164
	Iteration 49Q: 3 clusters Score -1858230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1858230.375000 Penalty: 4835.993164
	Iteration 50F: 3 clusters Score -1858230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Entering Unmasked Estep 
Score: -1258063.875000 Penalty: 2315.437988
	Iteration 0F: 2 clusters Score -1258064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1249543.500000 Penalty: 4630.875977
	Iteration 0F: 3 clusters Score -1249544 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1251962.250000 Penalty: 4630.875977
	Iteration 1F: 3 clusters Score -1251962 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1252259.125000 Penalty: 4630.875977
	Iteration 2F: 3 clusters Score -1252259 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1252466.250000 Penalty: 4630.875977
	Iteration 3Q: 3 clusters Score -1252466 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1252649.750000 Penalty: 4630.875977
	Iteration 4Q: 3 clusters Score -1252650 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1252810.375000 Penalty: 4630.875977
	Iteration 5Q: 3 clusters Score -1252810 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1252949.375000 Penalty: 4630.875977
	Iteration 6Q: 3 clusters Score -1252949 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1253072.500000 Penalty: 4630.875977
	Iteration 7Q: 3 clusters Score -1253072 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1253171.250000 Penalty: 4630.875977
	Iteration 8Q: 3 clusters Score -1253171 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1253256.875000 Penalty: 4630.875977
	Iteration 9Q: 3 clusters Score -1253257 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1253328.375000 Penalty: 4630.875977
	Iteration 10Q: 3 clusters Score -1253328 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1253399.375000 Penalty: 4630.875977
	Iteration 11Q: 3 clusters Score -1253399 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1253461.375000 Penalty: 4630.875977
	Iteration 12Q: 3 clusters Score -1253461 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1253520.500000 Penalty: 4630.875977
	Iteration 13Q: 3 clusters Score -1253520 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1253566.875000 Penalty: 4630.875977
	Iteration 14Q: 3 clusters Score -1253567 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1253619.875000 Penalty: 4630.875977
	Iteration 15Q: 3 clusters Score -1253620 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1253672.500000 Penalty: 4630.875977
	Iteration 16Q: 3 clusters Score -1253672 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1253738.000000 Penalty: 4630.875977
	Iteration 17Q: 3 clusters Score -1253738 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1253801.500000 Penalty: 4630.875977
	Iteration 18Q: 3 clusters Score -1253802 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1253879.250000 Penalty: 4630.875977
	Iteration 19Q: 3 clusters Score -1253879 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1253975.750000 Penalty: 4630.875977
	Iteration 20F: 3 clusters Score -1253976 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1254077.875000 Penalty: 4630.875977
	Iteration 21Q: 3 clusters Score -1254078 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1254202.375000 Penalty: 4630.875977
	Iteration 22Q: 3 clusters Score -1254202 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1254351.125000 Penalty: 4630.875977
	Iteration 23Q: 3 clusters Score -1254351 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1254508.250000 Penalty: 4630.875977
	Iteration 24Q: 3 clusters Score -1254508 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1254682.000000 Penalty: 4630.875977
	Iteration 25Q: 3 clusters Score -1254682 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1254849.750000 Penalty: 4630.875977
	Iteration 26Q: 3 clusters Score -1254850 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1255015.125000 Penalty: 4630.875977
	Iteration 27Q: 3 clusters Score -1255015 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1255191.000000 Penalty: 4630.875977
	Iteration 28Q: 3 clusters Score -1255191 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1255353.125000 Penalty: 4630.875977
	Iteration 29Q: 3 clusters Score -1255353 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1255489.000000 Penalty: 4630.875977
	Iteration 30Q: 3 clusters Score -1255489 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1255611.875000 Penalty: 4630.875977
	Iteration 31Q: 3 clusters Score -1255612 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1255700.875000 Penalty: 4630.875977
	Iteration 32Q: 3 clusters Score -1255701 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1255794.875000 Penalty: 4630.875977
	Iteration 33Q: 3 clusters Score -1255795 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1255868.000000 Penalty: 4630.875977
	Iteration 34Q: 3 clusters Score -1255868 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1255926.125000 Penalty: 4630.875977
	Iteration 35Q: 3 clusters Score -1255926 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1255971.250000 Penalty: 4630.875977
	Iteration 36Q: 3 clusters Score -1255971 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1256004.125000 Penalty: 4630.875977
	Iteration 37Q: 3 clusters Score -1256004 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1256031.875000 Penalty: 4630.875977
	Iteration 38Q: 3 clusters Score -1256032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1256050.375000 Penalty: 4630.875977
	Iteration 39Q: 3 clusters Score -1256050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1256061.000000 Penalty: 4630.875977
	Iteration 40F: 3 clusters Score -1256061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1256071.000000 Penalty: 4630.875977
	Iteration 41Q: 3 clusters Score -1256071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1256082.375000 Penalty: 4630.875977
	Iteration 42Q: 3 clusters Score -1256082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1256094.125000 Penalty: 4630.875977
	Iteration 43Q: 3 clusters Score -1256094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1256102.250000 Penalty: 4630.875977
	Iteration 44Q: 3 clusters Score -1256102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1256106.625000 Penalty: 4630.875977
	Iteration 45Q: 3 clusters Score -1256107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1256107.250000 Penalty: 4630.875977
	Iteration 46Q: 3 clusters Score -1256107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1256107.250000 Penalty: 4630.875977
	Iteration 47Q: 3 clusters Score -1256107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1256107.250000 Penalty: 4630.875977
	Iteration 48F: 3 clusters Score -1256107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Entering Unmasked Estep 
Score: -963997.687500 Penalty: 2255.291748
	Iteration 0F: 2 clusters Score -963997.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -957015.687500 Penalty: 4510.583496
	Iteration 0F: 3 clusters Score -957015.7 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -959032.187500 Penalty: 4510.583496
	Iteration 1F: 3 clusters Score -959032.2 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -959488.625000 Penalty: 4510.583496
	Iteration 2F: 3 clusters Score -959488.6 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -959874.875000 Penalty: 4510.583496
	Iteration 3F: 3 clusters Score -959874.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -960187.437500 Penalty: 4510.583496
	Iteration 4F: 3 clusters Score -960187.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -960460.812500 Penalty: 4510.583496
	Iteration 5Q: 3 clusters Score -960460.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -960707.187500 Penalty: 4510.583496
	Iteration 6Q: 3 clusters Score -960707.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -960944.937500 Penalty: 4510.583496
	Iteration 7Q: 3 clusters Score -960944.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -961195.062500 Penalty: 4510.583496
	Iteration 8Q: 3 clusters Score -961195.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -961430.750000 Penalty: 4510.583496
	Iteration 9Q: 3 clusters Score -961430.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -961639.937500 Penalty: 4510.583496
	Iteration 10Q: 3 clusters Score -961639.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -961794.500000 Penalty: 4510.583496
	Iteration 11Q: 3 clusters Score -961794.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -961905.250000 Penalty: 4510.583496
	Iteration 12Q: 3 clusters Score -961905.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -961987.250000 Penalty: 4510.583496
	Iteration 13Q: 3 clusters Score -961987.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -962060.125000 Penalty: 4510.583496
	Iteration 14Q: 3 clusters Score -962060.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -962125.875000 Penalty: 4510.583496
	Iteration 15Q: 3 clusters Score -962125.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -962191.500000 Penalty: 4510.583496
	Iteration 16Q: 3 clusters Score -962191.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -962251.312500 Penalty: 4510.583496
	Iteration 17Q: 3 clusters Score -962251.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -962301.000000 Penalty: 4510.583496
	Iteration 18Q: 3 clusters Score -962301 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -962353.875000 Penalty: 4510.583496
	Iteration 19Q: 3 clusters Score -962353.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -962392.562500 Penalty: 4510.583496
	Iteration 20F: 3 clusters Score -962392.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -962412.062500 Penalty: 4510.583496
	Iteration 21Q: 3 clusters Score -962412.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -962431.625000 Penalty: 4510.583496
	Iteration 22Q: 3 clusters Score -962431.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -962446.312500 Penalty: 4510.583496
	Iteration 23Q: 3 clusters Score -962446.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -962458.437500 Penalty: 4510.583496
	Iteration 24Q: 3 clusters Score -962458.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -962467.062500 Penalty: 4510.583496
	Iteration 25Q: 3 clusters Score -962467.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -962476.375000 Penalty: 4510.583496
	Iteration 26Q: 3 clusters Score -962476.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -962478.750000 Penalty: 4510.583496
	Iteration 27Q: 3 clusters Score -962478.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -962485.875000 Penalty: 4510.583496
	Iteration 28Q: 3 clusters Score -962485.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -962489.187500 Penalty: 4510.583496
	Iteration 29Q: 3 clusters Score -962489.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -962491.312500 Penalty: 4510.583496
	Iteration 30Q: 3 clusters Score -962491.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -962492.000000 Penalty: 4510.583496
	Iteration 31Q: 3 clusters Score -962492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -962491.625000 Penalty: 4510.583496
	Iteration 32Q: 3 clusters Score -962491.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -962494.062500 Penalty: 4510.583496
	Iteration 33Q: 3 clusters Score -962494.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -962496.250000 Penalty: 4510.583496
	Iteration 34Q: 3 clusters Score -962496.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -962495.937500 Penalty: 4510.583496
	Iteration 35Q: 3 clusters Score -962495.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -962496.062500 Penalty: 4510.583496
	Iteration 36Q: 3 clusters Score -962496.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -962496.312500 Penalty: 4510.583496
	Iteration 37Q: 3 clusters Score -962496.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -962496.250000 Penalty: 4510.583496
	Iteration 38Q: 3 clusters Score -962496.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -962496.875000 Penalty: 4510.583496
	Iteration 39Q: 3 clusters Score -962496.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -962496.875000 Penalty: 4510.583496
	Iteration 40F: 3 clusters Score -962496.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Entering Unmasked Estep 
Score: -911648.875000 Penalty: 2261.998535
	Iteration 0F: 2 clusters Score -911648.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -904511.750000 Penalty: 4523.997070
	Iteration 0F: 3 clusters Score -904511.8 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -906719.562500 Penalty: 4523.997070
	Iteration 1F: 3 clusters Score -906719.6 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -907262.625000 Penalty: 4523.997070
	Iteration 2F: 3 clusters Score -907262.6 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -907754.375000 Penalty: 4523.997070
	Iteration 3F: 3 clusters Score -907754.4 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -908183.937500 Penalty: 4523.997070
	Iteration 4F: 3 clusters Score -908183.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -908516.812500 Penalty: 4523.997070
	Iteration 5F: 3 clusters Score -908516.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -908821.625000 Penalty: 4523.997070
	Iteration 6F: 3 clusters Score -908821.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -909075.312500 Penalty: 4523.997070
	Iteration 7Q: 3 clusters Score -909075.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -909291.875000 Penalty: 4523.997070
	Iteration 8Q: 3 clusters Score -909291.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -909462.312500 Penalty: 4523.997070
	Iteration 9Q: 3 clusters Score -909462.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -909611.875000 Penalty: 4523.997070
	Iteration 10Q: 3 clusters Score -909611.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -909723.000000 Penalty: 4523.997070
	Iteration 11Q: 3 clusters Score -909723 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -909812.187500 Penalty: 4523.997070
	Iteration 12Q: 3 clusters Score -909812.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -909870.437500 Penalty: 4523.997070
	Iteration 13Q: 3 clusters Score -909870.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -909923.937500 Penalty: 4523.997070
	Iteration 14Q: 3 clusters Score -909923.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -909984.875000 Penalty: 4523.997070
	Iteration 15Q: 3 clusters Score -909984.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -910040.312500 Penalty: 4523.997070
	Iteration 16Q: 3 clusters Score -910040.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -910102.312500 Penalty: 4523.997070
	Iteration 17Q: 3 clusters Score -910102.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -910157.687500 Penalty: 4523.997070
	Iteration 18Q: 3 clusters Score -910157.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -910208.750000 Penalty: 4523.997070
	Iteration 19Q: 3 clusters Score -910208.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -910239.125000 Penalty: 4523.997070
	Iteration 20F: 3 clusters Score -910239.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -910262.500000 Penalty: 4523.997070
	Iteration 21Q: 3 clusters Score -910262.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -910283.500000 Penalty: 4523.997070
	Iteration 22Q: 3 clusters Score -910283.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -910291.562500 Penalty: 4523.997070
	Iteration 23Q: 3 clusters Score -910291.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -910300.500000 Penalty: 4523.997070
	Iteration 24Q: 3 clusters Score -910300.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -910307.500000 Penalty: 4523.997070
	Iteration 25Q: 3 clusters Score -910307.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -910314.687500 Penalty: 4523.997070
	Iteration 26Q: 3 clusters Score -910314.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -910324.312500 Penalty: 4523.997070
	Iteration 27Q: 3 clusters Score -910324.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -910329.187500 Penalty: 4523.997070
	Iteration 28Q: 3 clusters Score -910329.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -910334.750000 Penalty: 4523.997070
	Iteration 29Q: 3 clusters Score -910334.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -910337.437500 Penalty: 4523.997070
	Iteration 30Q: 3 clusters Score -910337.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -910338.250000 Penalty: 4523.997070
	Iteration 31Q: 3 clusters Score -910338.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -910339.437500 Penalty: 4523.997070
	Iteration 32Q: 3 clusters Score -910339.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -910338.625000 Penalty: 4523.997070
	Iteration 33Q: 3 clusters Score -910338.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -910338.875000 Penalty: 4523.997070
	Iteration 34Q: 3 clusters Score -910338.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -910341.312500 Penalty: 4523.997070
	Iteration 35Q: 3 clusters Score -910341.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -910340.500000 Penalty: 4523.997070
	Iteration 36Q: 3 clusters Score -910340.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -910342.187500 Penalty: 4523.997070
	Iteration 37Q: 3 clusters Score -910342.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -910343.125000 Penalty: 4523.997070
	Iteration 38Q: 3 clusters Score -910343.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -910343.875000 Penalty: 4523.997070
	Iteration 39Q: 3 clusters Score -910343.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -910342.812500 Penalty: 4523.997070
	Iteration 40F: 3 clusters Score -910342.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -910343.437500 Penalty: 4523.997070
	Iteration 41Q: 3 clusters Score -910343.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -910344.312500 Penalty: 4523.997070
	Iteration 42Q: 3 clusters Score -910344.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -910345.125000 Penalty: 4523.997070
	Iteration 43Q: 3 clusters Score -910345.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -910345.000000 Penalty: 4523.997070
	Iteration 44Q: 3 clusters Score -910345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -910348.500000 Penalty: 4523.997070
	Iteration 45Q: 3 clusters Score -910348.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -910349.937500 Penalty: 4523.997070
	Iteration 46Q: 3 clusters Score -910349.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -910348.500000 Penalty: 4523.997070
	Iteration 47Q: 3 clusters Score -910348.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -910351.250000 Penalty: 4523.997070
	Iteration 48Q: 3 clusters Score -910351.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -910351.625000 Penalty: 4523.997070
	Iteration 49Q: 3 clusters Score -910351.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -910352.000000 Penalty: 4523.997070
	Iteration 50Q: 3 clusters Score -910352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -910352.125000 Penalty: 4523.997070
	Iteration 51Q: 3 clusters Score -910352.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -910352.437500 Penalty: 4523.997070
	Iteration 52Q: 3 clusters Score -910352.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -910353.500000 Penalty: 4523.997070
	Iteration 53Q: 3 clusters Score -910353.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -910356.937500 Penalty: 4523.997070
	Iteration 54Q: 3 clusters Score -910356.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -910355.687500 Penalty: 4523.997070
	Iteration 55Q: 3 clusters Score -910355.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -910356.312500 Penalty: 4523.997070
	Iteration 56Q: 3 clusters Score -910356.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -910357.625000 Penalty: 4523.997070
	Iteration 57Q: 3 clusters Score -910357.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -910359.062500 Penalty: 4523.997070
	Iteration 58Q: 3 clusters Score -910359.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -910360.187500 Penalty: 4523.997070
	Iteration 59Q: 3 clusters Score -910360.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -910360.937500 Penalty: 4523.997070
	Iteration 60F: 3 clusters Score -910360.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -910362.875000 Penalty: 4523.997070
	Iteration 61Q: 3 clusters Score -910362.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -910363.125000 Penalty: 4523.997070
	Iteration 62Q: 3 clusters Score -910363.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -910361.562500 Penalty: 4523.997070
	Iteration 63Q: 3 clusters Score -910361.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -910362.687500 Penalty: 4523.997070
	Iteration 64Q: 3 clusters Score -910362.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -910362.187500 Penalty: 4523.997070
	Iteration 65Q: 3 clusters Score -910362.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -910363.500000 Penalty: 4523.997070
	Iteration 66Q: 3 clusters Score -910363.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -910363.500000 Penalty: 4523.997070
	Iteration 67F: 3 clusters Score -910363.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Entering Unmasked Estep 
Score: -2936211.500000 Penalty: 2553.207520
	Iteration 0F: 2 clusters Score -2936212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -2915967.750000 Penalty: 5106.415039
	Iteration 0F: 3 clusters Score -2915968 nChanged 13338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2923734.500000 Penalty: 5106.415039
	Iteration 1F: 3 clusters Score -2923734 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -2924844.000000 Penalty: 5106.415039
	Iteration 2F: 3 clusters Score -2924844 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2926098.500000 Penalty: 5106.415039
	Iteration 3F: 3 clusters Score -2926098 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2927334.750000 Penalty: 5106.415039
	Iteration 4F: 3 clusters Score -2927335 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2928379.500000 Penalty: 5106.415039
	Iteration 5F: 3 clusters Score -2928380 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -2929116.750000 Penalty: 5106.415039
	Iteration 6F: 3 clusters Score -2929117 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -2929664.000000 Penalty: 5106.415039
	Iteration 7Q: 3 clusters Score -2929664 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -2930072.000000 Penalty: 5106.415039
	Iteration 8Q: 3 clusters Score -2930072 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -2930407.750000 Penalty: 5106.415039
	Iteration 9Q: 3 clusters Score -2930408 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -2930728.750000 Penalty: 5106.415039
	Iteration 10Q: 3 clusters Score -2930729 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -2931028.500000 Penalty: 5106.415039
	Iteration 11Q: 3 clusters Score -2931028 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -2931354.000000 Penalty: 5106.415039
	Iteration 12Q: 3 clusters Score -2931354 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -2931668.000000 Penalty: 5106.415039
	Iteration 13Q: 3 clusters Score -2931668 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -2931891.500000 Penalty: 5106.415039
	Iteration 14Q: 3 clusters Score -2931892 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -2932107.750000 Penalty: 5106.415039
	Iteration 15Q: 3 clusters Score -2932108 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -2932315.750000 Penalty: 5106.415039
	Iteration 16Q: 3 clusters Score -2932316 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -2932514.750000 Penalty: 5106.415039
	Iteration 17Q: 3 clusters Score -2932515 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -2932727.750000 Penalty: 5106.415039
	Iteration 18Q: 3 clusters Score -2932728 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -2932913.500000 Penalty: 5106.415039
	Iteration 19Q: 3 clusters Score -2932914 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -2933109.250000 Penalty: 5106.415039
	Iteration 20F: 3 clusters Score -2933109 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -2933268.750000 Penalty: 5106.415039
	Iteration 21Q: 3 clusters Score -2933269 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -2933394.750000 Penalty: 5106.415039
	Iteration 22Q: 3 clusters Score -2933395 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -2933483.500000 Penalty: 5106.415039
	Iteration 23Q: 3 clusters Score -2933484 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -2933540.750000 Penalty: 5106.415039
	Iteration 24Q: 3 clusters Score -2933541 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -2933605.500000 Penalty: 5106.415039
	Iteration 25Q: 3 clusters Score -2933606 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -2933662.000000 Penalty: 5106.415039
	Iteration 26Q: 3 clusters Score -2933662 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -2933706.750000 Penalty: 5106.415039
	Iteration 27Q: 3 clusters Score -2933707 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -2933731.750000 Penalty: 5106.415039
	Iteration 28Q: 3 clusters Score -2933732 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -2933770.500000 Penalty: 5106.415039
	Iteration 29Q: 3 clusters Score -2933770 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -2933805.500000 Penalty: 5106.415039
	Iteration 30Q: 3 clusters Score -2933806 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -2933825.500000 Penalty: 5106.415039
	Iteration 31Q: 3 clusters Score -2933826 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -2933849.500000 Penalty: 5106.415039
	Iteration 32Q: 3 clusters Score -2933850 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -2933870.500000 Penalty: 5106.415039
	Iteration 33Q: 3 clusters Score -2933870 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -2933892.000000 Penalty: 5106.415039
	Iteration 34Q: 3 clusters Score -2933892 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -2933912.250000 Penalty: 5106.415039
	Iteration 35Q: 3 clusters Score -2933912 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -2933939.000000 Penalty: 5106.415039
	Iteration 36Q: 3 clusters Score -2933939 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -2933958.250000 Penalty: 5106.415039
	Iteration 37Q: 3 clusters Score -2933958 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -2933978.500000 Penalty: 5106.415039
	Iteration 38Q: 3 clusters Score -2933978 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -2933994.000000 Penalty: 5106.415039
	Iteration 39Q: 3 clusters Score -2933994 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -2934001.750000 Penalty: 5106.415039
	Iteration 40F: 3 clusters Score -2934002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -2934007.250000 Penalty: 5106.415039
	Iteration 41Q: 3 clusters Score -2934007 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -2934025.250000 Penalty: 5106.415039
	Iteration 42Q: 3 clusters Score -2934025 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -2934041.250000 Penalty: 5106.415039
	Iteration 43Q: 3 clusters Score -2934041 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -2934044.250000 Penalty: 5106.415039
	Iteration 44Q: 3 clusters Score -2934044 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -2934052.250000 Penalty: 5106.415039
	Iteration 45Q: 3 clusters Score -2934052 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -2934067.750000 Penalty: 5106.415039
	Iteration 46Q: 3 clusters Score -2934068 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -2934076.500000 Penalty: 5106.415039
	Iteration 47Q: 3 clusters Score -2934076 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -2934088.000000 Penalty: 5106.415039
	Iteration 48Q: 3 clusters Score -2934088 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -2934104.750000 Penalty: 5106.415039
	Iteration 49Q: 3 clusters Score -2934105 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -2934112.750000 Penalty: 5106.415039
	Iteration 50Q: 3 clusters Score -2934113 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -2934107.000000 Penalty: 5106.415039
	Iteration 51Q: 3 clusters Score -2934107 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -2934118.750000 Penalty: 5106.415039
	Iteration 52Q: 3 clusters Score -2934119 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -2934127.750000 Penalty: 5106.415039
	Iteration 53Q: 3 clusters Score -2934128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -2934132.250000 Penalty: 5106.415039
	Iteration 54Q: 3 clusters Score -2934132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -2934144.750000 Penalty: 5106.415039
	Iteration 55Q: 3 clusters Score -2934145 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -2934154.750000 Penalty: 5106.415039
	Iteration 56Q: 3 clusters Score -2934155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -2934167.750000 Penalty: 5106.415039
	Iteration 57Q: 3 clusters Score -2934168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -2934173.000000 Penalty: 5106.415039
	Iteration 58Q: 3 clusters Score -2934173 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -2934176.000000 Penalty: 5106.415039
	Iteration 59Q: 3 clusters Score -2934176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -2934180.750000 Penalty: 5106.415039
	Iteration 60F: 3 clusters Score -2934181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -2934191.000000 Penalty: 5106.415039
	Iteration 61Q: 3 clusters Score -2934191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -2934193.250000 Penalty: 5106.415039
	Iteration 62Q: 3 clusters Score -2934193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -2934200.750000 Penalty: 5106.415039
	Iteration 63Q: 3 clusters Score -2934201 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -2934207.000000 Penalty: 5106.415039
	Iteration 64Q: 3 clusters Score -2934207 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -2934215.000000 Penalty: 5106.415039
	Iteration 65Q: 3 clusters Score -2934215 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -2934227.250000 Penalty: 5106.415039
	Iteration 66Q: 3 clusters Score -2934227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -2934227.000000 Penalty: 5106.415039
	Iteration 67Q: 3 clusters Score -2934227 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -2934234.250000 Penalty: 5106.415039
	Iteration 68Q: 3 clusters Score -2934234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -2934236.000000 Penalty: 5106.415039
	Iteration 69Q: 3 clusters Score -2934236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -2934233.250000 Penalty: 5106.415039
	Iteration 70Q: 3 clusters Score -2934233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -2934235.000000 Penalty: 5106.415039
	Iteration 71Q: 3 clusters Score -2934235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -2934235.250000 Penalty: 5106.415039
	Iteration 72Q: 3 clusters Score -2934235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -2934238.250000 Penalty: 5106.415039
	Iteration 73Q: 3 clusters Score -2934238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -2934240.250000 Penalty: 5106.415039
	Iteration 74Q: 3 clusters Score -2934240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -2934244.750000 Penalty: 5106.415039
	Iteration 75Q: 3 clusters Score -2934245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -2934251.750000 Penalty: 5106.415039
	Iteration 76Q: 3 clusters Score -2934252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -2934255.500000 Penalty: 5106.415039
	Iteration 77Q: 3 clusters Score -2934256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -2934264.250000 Penalty: 5106.415039
	Iteration 78Q: 3 clusters Score -2934264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -2934262.750000 Penalty: 5106.415039
	Iteration 79Q: 3 clusters Score -2934263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -2934269.750000 Penalty: 5106.415039
	Iteration 80F: 3 clusters Score -2934270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -2934276.250000 Penalty: 5106.415039
	Iteration 81Q: 3 clusters Score -2934276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -2934277.500000 Penalty: 5106.415039
	Iteration 82Q: 3 clusters Score -2934278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -2934277.250000 Penalty: 5106.415039
	Iteration 83Q: 3 clusters Score -2934277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -2934280.750000 Penalty: 5106.415039
	Iteration 84Q: 3 clusters Score -2934281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -2934275.000000 Penalty: 5106.415039
	Iteration 85Q: 3 clusters Score -2934275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -2934272.250000 Penalty: 5106.415039
	Iteration 86Q: 3 clusters Score -2934272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -2934272.250000 Penalty: 5106.415039
	Iteration 87F: 3 clusters Score -2934272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Entering Unmasked Estep 
Score: -230014.062500 Penalty: 1920.115723
	Iteration 0F: 2 clusters Score -230014.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -227169.203125 Penalty: 3840.231445
	Iteration 0F: 3 clusters Score -227169.2 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -227693.984375 Penalty: 3840.231445
	Iteration 1F: 3 clusters Score -227694 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -227864.328125 Penalty: 3840.231445
	Iteration 2F: 3 clusters Score -227864.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -227994.515625 Penalty: 3840.231445
	Iteration 3F: 3 clusters Score -227994.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -228082.078125 Penalty: 3840.231445
	Iteration 4Q: 3 clusters Score -228082.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -228150.000000 Penalty: 3840.231445
	Iteration 5Q: 3 clusters Score -228150 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -228201.390625 Penalty: 3840.231445
	Iteration 6Q: 3 clusters Score -228201.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -228241.062500 Penalty: 3840.231445
	Iteration 7Q: 3 clusters Score -228241.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -228264.875000 Penalty: 3840.231445
	Iteration 8Q: 3 clusters Score -228264.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -228284.265625 Penalty: 3840.231445
	Iteration 9Q: 3 clusters Score -228284.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -228303.906250 Penalty: 3840.231445
	Iteration 10Q: 3 clusters Score -228303.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -228320.375000 Penalty: 3840.231445
	Iteration 11Q: 3 clusters Score -228320.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -228332.062500 Penalty: 3840.231445
	Iteration 12Q: 3 clusters Score -228332.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -228345.750000 Penalty: 3840.231445
	Iteration 13Q: 3 clusters Score -228345.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -228353.828125 Penalty: 3840.231445
	Iteration 14Q: 3 clusters Score -228353.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -228360.812500 Penalty: 3840.231445
	Iteration 15Q: 3 clusters Score -228360.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -228371.578125 Penalty: 3840.231445
	Iteration 16Q: 3 clusters Score -228371.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -228380.859375 Penalty: 3840.231445
	Iteration 17Q: 3 clusters Score -228380.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -228393.515625 Penalty: 3840.231445
	Iteration 18Q: 3 clusters Score -228393.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -228411.890625 Penalty: 3840.231445
	Iteration 19Q: 3 clusters Score -228411.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -228432.546875 Penalty: 3840.231445
	Iteration 20F: 3 clusters Score -228432.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -228455.187500 Penalty: 3840.231445
	Iteration 21Q: 3 clusters Score -228455.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -228476.421875 Penalty: 3840.231445
	Iteration 22Q: 3 clusters Score -228476.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -228491.125000 Penalty: 3840.231445
	Iteration 23Q: 3 clusters Score -228491.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -228505.984375 Penalty: 3840.231445
	Iteration 24Q: 3 clusters Score -228506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -228521.156250 Penalty: 3840.231445
	Iteration 25Q: 3 clusters Score -228521.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -228532.234375 Penalty: 3840.231445
	Iteration 26Q: 3 clusters Score -228532.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -228542.156250 Penalty: 3840.231445
	Iteration 27Q: 3 clusters Score -228542.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -228549.828125 Penalty: 3840.231445
	Iteration 28Q: 3 clusters Score -228549.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -228559.421875 Penalty: 3840.231445
	Iteration 29Q: 3 clusters Score -228559.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -228564.687500 Penalty: 3840.231445
	Iteration 30Q: 3 clusters Score -228564.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -228574.156250 Penalty: 3840.231445
	Iteration 31Q: 3 clusters Score -228574.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -228581.546875 Penalty: 3840.231445
	Iteration 32Q: 3 clusters Score -228581.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -228586.156250 Penalty: 3840.231445
	Iteration 33Q: 3 clusters Score -228586.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -228592.437500 Penalty: 3840.231445
	Iteration 34Q: 3 clusters Score -228592.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -228596.937500 Penalty: 3840.231445
	Iteration 35Q: 3 clusters Score -228596.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -228600.406250 Penalty: 3840.231445
	Iteration 36Q: 3 clusters Score -228600.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -228604.921875 Penalty: 3840.231445
	Iteration 37Q: 3 clusters Score -228604.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -228608.500000 Penalty: 3840.231445
	Iteration 38Q: 3 clusters Score -228608.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -228612.703125 Penalty: 3840.231445
	Iteration 39Q: 3 clusters Score -228612.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -228616.828125 Penalty: 3840.231445
	Iteration 40F: 3 clusters Score -228616.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -228622.109375 Penalty: 3840.231445
	Iteration 41Q: 3 clusters Score -228622.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -228629.093750 Penalty: 3840.231445
	Iteration 42Q: 3 clusters Score -228629.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -228634.515625 Penalty: 3840.231445
	Iteration 43Q: 3 clusters Score -228634.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -228637.812500 Penalty: 3840.231445
	Iteration 44Q: 3 clusters Score -228637.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -228640.781250 Penalty: 3840.231445
	Iteration 45Q: 3 clusters Score -228640.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -228645.921875 Penalty: 3840.231445
	Iteration 46Q: 3 clusters Score -228645.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -228647.609375 Penalty: 3840.231445
	Iteration 47Q: 3 clusters Score -228647.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -228649.015625 Penalty: 3840.231445
	Iteration 48Q: 3 clusters Score -228649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -228650.406250 Penalty: 3840.231445
	Iteration 49Q: 3 clusters Score -228650.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -228651.265625 Penalty: 3840.231445
	Iteration 50Q: 3 clusters Score -228651.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -228652.750000 Penalty: 3840.231445
	Iteration 51Q: 3 clusters Score -228652.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -228653.234375 Penalty: 3840.231445
	Iteration 52Q: 3 clusters Score -228653.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -228653.593750 Penalty: 3840.231445
	Iteration 53Q: 3 clusters Score -228653.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -228655.234375 Penalty: 3840.231445
	Iteration 54Q: 3 clusters Score -228655.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -228656.734375 Penalty: 3840.231445
	Iteration 55Q: 3 clusters Score -228656.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -228658.375000 Penalty: 3840.231445
	Iteration 56Q: 3 clusters Score -228658.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -228659.906250 Penalty: 3840.231445
	Iteration 57Q: 3 clusters Score -228659.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -228661.890625 Penalty: 3840.231445
	Iteration 58Q: 3 clusters Score -228661.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -228662.546875 Penalty: 3840.231445
	Iteration 59Q: 3 clusters Score -228662.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -228662.546875 Penalty: 3840.231445
	Iteration 60F: 3 clusters Score -228662.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -100492.320312 Penalty: 1712.875244
	Iteration 0F: 2 clusters Score -100492.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -98634.835938 Penalty: 3425.750488
	Iteration 0F: 3 clusters Score -98634.84 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -98941.164062 Penalty: 3425.750488
	Iteration 1F: 3 clusters Score -98941.16 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -99017.562500 Penalty: 3425.750488
	Iteration 2F: 3 clusters Score -99017.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -99040.812500 Penalty: 3425.750488
	Iteration 3Q: 3 clusters Score -99040.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -99055.726562 Penalty: 3425.750488
	Iteration 4Q: 3 clusters Score -99055.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -99067.796875 Penalty: 3425.750488
	Iteration 5Q: 3 clusters Score -99067.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -99072.906250 Penalty: 3425.750488
	Iteration 6Q: 3 clusters Score -99072.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -99075.312500 Penalty: 3425.750488
	Iteration 7Q: 3 clusters Score -99075.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -99078.453125 Penalty: 3425.750488
	Iteration 8Q: 3 clusters Score -99078.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -99080.570312 Penalty: 3425.750488
	Iteration 9Q: 3 clusters Score -99080.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -99084.117188 Penalty: 3425.750488
	Iteration 10Q: 3 clusters Score -99084.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -99085.890625 Penalty: 3425.750488
	Iteration 11Q: 3 clusters Score -99085.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -99089.914062 Penalty: 3425.750488
	Iteration 12Q: 3 clusters Score -99089.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -99091.023438 Penalty: 3425.750488
	Iteration 13Q: 3 clusters Score -99091.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -99091.023438 Penalty: 3425.750488
	Iteration 14F: 3 clusters Score -99091.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Entering Unmasked Estep 
Score: -1005097.062500 Penalty: 2269.214844
	Iteration 0F: 2 clusters Score -1005097 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 4671 members 
Entering Unmasked Estep 
Score: -997804.687500 Penalty: 4538.429688
	Iteration 0F: 3 clusters Score -997804.7 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -999757.125000 Penalty: 4538.429688
	Iteration 1F: 3 clusters Score -999757.1 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1000031.062500 Penalty: 4538.429688
	Iteration 2F: 3 clusters Score -1000031 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1000209.937500 Penalty: 4538.429688
	Iteration 3Q: 3 clusters Score -1000210 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1000329.062500 Penalty: 4538.429688
	Iteration 4Q: 3 clusters Score -1000329 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1000428.187500 Penalty: 4538.429688
	Iteration 5Q: 3 clusters Score -1000428 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1000518.625000 Penalty: 4538.429688
	Iteration 6Q: 3 clusters Score -1000519 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1000633.812500 Penalty: 4538.429688
	Iteration 7Q: 3 clusters Score -1000634 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1000798.000000 Penalty: 4538.429688
	Iteration 8Q: 3 clusters Score -1000798 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1000981.312500 Penalty: 4538.429688
	Iteration 9Q: 3 clusters Score -1000981 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1001180.750000 Penalty: 4538.429688
	Iteration 10Q: 3 clusters Score -1001181 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1001370.812500 Penalty: 4538.429688
	Iteration 11Q: 3 clusters Score -1001371 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1001522.250000 Penalty: 4538.429688
	Iteration 12Q: 3 clusters Score -1001522 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1001656.562500 Penalty: 4538.429688
	Iteration 13Q: 3 clusters Score -1001657 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1001747.500000 Penalty: 4538.429688
	Iteration 14Q: 3 clusters Score -1001748 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1001827.562500 Penalty: 4538.429688
	Iteration 15Q: 3 clusters Score -1001828 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1001895.375000 Penalty: 4538.429688
	Iteration 16Q: 3 clusters Score -1001895 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1001948.687500 Penalty: 4538.429688
	Iteration 17Q: 3 clusters Score -1001949 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1001999.187500 Penalty: 4538.429688
	Iteration 18Q: 3 clusters Score -1001999 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1002053.312500 Penalty: 4538.429688
	Iteration 19Q: 3 clusters Score -1002053 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1002094.375000 Penalty: 4538.429688
	Iteration 20F: 3 clusters Score -1002094 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1002126.000000 Penalty: 4538.429688
	Iteration 21Q: 3 clusters Score -1002126 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1002159.000000 Penalty: 4538.429688
	Iteration 22Q: 3 clusters Score -1002159 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1002194.000000 Penalty: 4538.429688
	Iteration 23Q: 3 clusters Score -1002194 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1002235.000000 Penalty: 4538.429688
	Iteration 24Q: 3 clusters Score -1002235 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1002281.625000 Penalty: 4538.429688
	Iteration 25Q: 3 clusters Score -1002282 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1002332.875000 Penalty: 4538.429688
	Iteration 26Q: 3 clusters Score -1002333 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1002386.625000 Penalty: 4538.429688
	Iteration 27Q: 3 clusters Score -1002387 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1002439.000000 Penalty: 4538.429688
	Iteration 28Q: 3 clusters Score -1002439 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1002495.312500 Penalty: 4538.429688
	Iteration 29Q: 3 clusters Score -1002495 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1002550.812500 Penalty: 4538.429688
	Iteration 30Q: 3 clusters Score -1002551 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1002618.000000 Penalty: 4538.429688
	Iteration 31Q: 3 clusters Score -1002618 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1002675.875000 Penalty: 4538.429688
	Iteration 32Q: 3 clusters Score -1002676 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1002743.000000 Penalty: 4538.429688
	Iteration 33Q: 3 clusters Score -1002743 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1002798.125000 Penalty: 4538.429688
	Iteration 34Q: 3 clusters Score -1002798 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1002859.812500 Penalty: 4538.429688
	Iteration 35Q: 3 clusters Score -1002860 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1002921.875000 Penalty: 4538.429688
	Iteration 36Q: 3 clusters Score -1002922 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1002982.375000 Penalty: 4538.429688
	Iteration 37Q: 3 clusters Score -1002982 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1003035.500000 Penalty: 4538.429688
	Iteration 38Q: 3 clusters Score -1003036 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1003080.625000 Penalty: 4538.429688
	Iteration 39Q: 3 clusters Score -1003081 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1003126.812500 Penalty: 4538.429688
	Iteration 40F: 3 clusters Score -1003127 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1003151.812500 Penalty: 4538.429688
	Iteration 41Q: 3 clusters Score -1003152 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1003178.625000 Penalty: 4538.429688
	Iteration 42Q: 3 clusters Score -1003179 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1003196.125000 Penalty: 4538.429688
	Iteration 43Q: 3 clusters Score -1003196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1003205.625000 Penalty: 4538.429688
	Iteration 44Q: 3 clusters Score -1003206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1003216.312500 Penalty: 4538.429688
	Iteration 45Q: 3 clusters Score -1003216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1003228.250000 Penalty: 4538.429688
	Iteration 46Q: 3 clusters Score -1003228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1003241.625000 Penalty: 4538.429688
	Iteration 47Q: 3 clusters Score -1003242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1003245.687500 Penalty: 4538.429688
	Iteration 48Q: 3 clusters Score -1003246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1003253.500000 Penalty: 4538.429688
	Iteration 49Q: 3 clusters Score -1003254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1003260.125000 Penalty: 4538.429688
	Iteration 50Q: 3 clusters Score -1003260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1003266.812500 Penalty: 4538.429688
	Iteration 51Q: 3 clusters Score -1003267 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1003275.625000 Penalty: 4538.429688
	Iteration 52Q: 3 clusters Score -1003276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1003283.500000 Penalty: 4538.429688
	Iteration 53Q: 3 clusters Score -1003284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1003288.250000 Penalty: 4538.429688
	Iteration 54Q: 3 clusters Score -1003288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1003288.500000 Penalty: 4538.429688
	Iteration 55Q: 3 clusters Score -1003288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1003295.812500 Penalty: 4538.429688
	Iteration 56Q: 3 clusters Score -1003296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1003297.125000 Penalty: 4538.429688
	Iteration 57Q: 3 clusters Score -1003297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1003301.187500 Penalty: 4538.429688
	Iteration 58Q: 3 clusters Score -1003301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1003300.250000 Penalty: 4538.429688
	Iteration 59Q: 3 clusters Score -1003300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1003300.625000 Penalty: 4538.429688
	Iteration 60F: 3 clusters Score -1003301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1003300.937500 Penalty: 4538.429688
	Iteration 61Q: 3 clusters Score -1003301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1003300.937500 Penalty: 4538.429688
	Iteration 62F: 3 clusters Score -1003301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Entering Unmasked Estep 
Score: -1443178.375000 Penalty: 2378.712158
	Iteration 0F: 2 clusters Score -1443178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1432633.750000 Penalty: 4757.424316
	Iteration 0F: 3 clusters Score -1432634 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1436484.750000 Penalty: 4757.424316
	Iteration 1F: 3 clusters Score -1436485 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1437168.125000 Penalty: 4757.424316
	Iteration 2F: 3 clusters Score -1437168 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1437782.125000 Penalty: 4757.424316
	Iteration 3F: 3 clusters Score -1437782 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1438290.125000 Penalty: 4757.424316
	Iteration 4F: 3 clusters Score -1438290 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1438694.125000 Penalty: 4757.424316
	Iteration 5Q: 3 clusters Score -1438694 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1439045.125000 Penalty: 4757.424316
	Iteration 6Q: 3 clusters Score -1439045 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1439377.750000 Penalty: 4757.424316
	Iteration 7Q: 3 clusters Score -1439378 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1439733.625000 Penalty: 4757.424316
	Iteration 8Q: 3 clusters Score -1439734 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1440062.250000 Penalty: 4757.424316
	Iteration 9Q: 3 clusters Score -1440062 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1440383.125000 Penalty: 4757.424316
	Iteration 10Q: 3 clusters Score -1440383 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1440651.375000 Penalty: 4757.424316
	Iteration 11Q: 3 clusters Score -1440651 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1440907.000000 Penalty: 4757.424316
	Iteration 12Q: 3 clusters Score -1440907 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1441156.000000 Penalty: 4757.424316
	Iteration 13Q: 3 clusters Score -1441156 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1441378.125000 Penalty: 4757.424316
	Iteration 14Q: 3 clusters Score -1441378 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1441552.875000 Penalty: 4757.424316
	Iteration 15Q: 3 clusters Score -1441553 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1441691.750000 Penalty: 4757.424316
	Iteration 16Q: 3 clusters Score -1441692 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1441792.750000 Penalty: 4757.424316
	Iteration 17Q: 3 clusters Score -1441793 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1441865.750000 Penalty: 4757.424316
	Iteration 18Q: 3 clusters Score -1441866 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1441925.125000 Penalty: 4757.424316
	Iteration 19Q: 3 clusters Score -1441925 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1441966.875000 Penalty: 4757.424316
	Iteration 20F: 3 clusters Score -1441967 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1442014.250000 Penalty: 4757.424316
	Iteration 21Q: 3 clusters Score -1442014 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1442043.875000 Penalty: 4757.424316
	Iteration 22Q: 3 clusters Score -1442044 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1442063.125000 Penalty: 4757.424316
	Iteration 23Q: 3 clusters Score -1442063 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1442071.000000 Penalty: 4757.424316
	Iteration 24Q: 3 clusters Score -1442071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1442079.125000 Penalty: 4757.424316
	Iteration 25Q: 3 clusters Score -1442079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1442084.125000 Penalty: 4757.424316
	Iteration 26Q: 3 clusters Score -1442084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1442088.750000 Penalty: 4757.424316
	Iteration 27Q: 3 clusters Score -1442089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1442093.625000 Penalty: 4757.424316
	Iteration 28Q: 3 clusters Score -1442094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1442098.875000 Penalty: 4757.424316
	Iteration 29Q: 3 clusters Score -1442099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1442100.875000 Penalty: 4757.424316
	Iteration 30Q: 3 clusters Score -1442101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1442102.875000 Penalty: 4757.424316
	Iteration 31Q: 3 clusters Score -1442103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1442108.375000 Penalty: 4757.424316
	Iteration 32Q: 3 clusters Score -1442108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1442110.375000 Penalty: 4757.424316
	Iteration 33Q: 3 clusters Score -1442110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1442111.000000 Penalty: 4757.424316
	Iteration 34Q: 3 clusters Score -1442111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1442111.000000 Penalty: 4757.424316
	Iteration 35F: 3 clusters Score -1442111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Entering Unmasked Estep 
Score: -227469.312500 Penalty: 2034.147705
	Iteration 0F: 2 clusters Score -227469.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -223866.343750 Penalty: 4068.295410
	Iteration 0F: 3 clusters Score -223866.3 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -224652.578125 Penalty: 4068.295410
	Iteration 1F: 3 clusters Score -224652.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -224844.687500 Penalty: 4068.295410
	Iteration 2F: 3 clusters Score -224844.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -225013.906250 Penalty: 4068.295410
	Iteration 3F: 3 clusters Score -225013.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -225160.796875 Penalty: 4068.295410
	Iteration 4Q: 3 clusters Score -225160.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -225297.593750 Penalty: 4068.295410
	Iteration 5Q: 3 clusters Score -225297.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -225448.671875 Penalty: 4068.295410
	Iteration 6Q: 3 clusters Score -225448.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -225601.218750 Penalty: 4068.295410
	Iteration 7Q: 3 clusters Score -225601.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -225766.359375 Penalty: 4068.295410
	Iteration 8Q: 3 clusters Score -225766.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -225935.625000 Penalty: 4068.295410
	Iteration 9Q: 3 clusters Score -225935.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -226059.734375 Penalty: 4068.295410
	Iteration 10Q: 3 clusters Score -226059.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -226156.937500 Penalty: 4068.295410
	Iteration 11Q: 3 clusters Score -226156.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -226226.515625 Penalty: 4068.295410
	Iteration 12Q: 3 clusters Score -226226.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -226295.937500 Penalty: 4068.295410
	Iteration 13Q: 3 clusters Score -226295.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -226355.500000 Penalty: 4068.295410
	Iteration 14Q: 3 clusters Score -226355.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -226421.843750 Penalty: 4068.295410
	Iteration 15Q: 3 clusters Score -226421.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -226483.703125 Penalty: 4068.295410
	Iteration 16Q: 3 clusters Score -226483.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -226519.125000 Penalty: 4068.295410
	Iteration 17Q: 3 clusters Score -226519.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -226540.015625 Penalty: 4068.295410
	Iteration 18Q: 3 clusters Score -226540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -226553.140625 Penalty: 4068.295410
	Iteration 19Q: 3 clusters Score -226553.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -226568.078125 Penalty: 4068.295410
	Iteration 20F: 3 clusters Score -226568.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -226577.796875 Penalty: 4068.295410
	Iteration 21Q: 3 clusters Score -226577.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -226583.015625 Penalty: 4068.295410
	Iteration 22Q: 3 clusters Score -226583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -226586.953125 Penalty: 4068.295410
	Iteration 23Q: 3 clusters Score -226587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -226592.078125 Penalty: 4068.295410
	Iteration 24Q: 3 clusters Score -226592.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -226603.703125 Penalty: 4068.295410
	Iteration 25Q: 3 clusters Score -226603.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -226621.078125 Penalty: 4068.295410
	Iteration 26Q: 3 clusters Score -226621.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -226628.625000 Penalty: 4068.295410
	Iteration 27Q: 3 clusters Score -226628.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -226634.734375 Penalty: 4068.295410
	Iteration 28Q: 3 clusters Score -226634.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -226637.093750 Penalty: 4068.295410
	Iteration 29Q: 3 clusters Score -226637.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -226640.031250 Penalty: 4068.295410
	Iteration 30Q: 3 clusters Score -226640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -226641.578125 Penalty: 4068.295410
	Iteration 31Q: 3 clusters Score -226641.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -226642.343750 Penalty: 4068.295410
	Iteration 32Q: 3 clusters Score -226642.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -226642.843750 Penalty: 4068.295410
	Iteration 33Q: 3 clusters Score -226642.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -226643.875000 Penalty: 4068.295410
	Iteration 34Q: 3 clusters Score -226643.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -226644.984375 Penalty: 4068.295410
	Iteration 35Q: 3 clusters Score -226645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -226645.062500 Penalty: 4068.295410
	Iteration 36Q: 3 clusters Score -226645.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -226646.031250 Penalty: 4068.295410
	Iteration 37Q: 3 clusters Score -226646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -226646.984375 Penalty: 4068.295410
	Iteration 38Q: 3 clusters Score -226647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -226648.453125 Penalty: 4068.295410
	Iteration 39Q: 3 clusters Score -226648.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -226650.359375 Penalty: 4068.295410
	Iteration 40F: 3 clusters Score -226650.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -226651.687500 Penalty: 4068.295410
	Iteration 41Q: 3 clusters Score -226651.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -226652.937500 Penalty: 4068.295410
	Iteration 42Q: 3 clusters Score -226652.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -226652.937500 Penalty: 4068.295410
	Iteration 43F: 3 clusters Score -226652.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -24902.445312 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -24902.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -23692.511719 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -23692.51 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23862.943359 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -23862.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -23965.386719 Penalty: 2825.758301
	Iteration 2F: 3 clusters Score -23965.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24068.583984 Penalty: 2825.758301
	Iteration 3F: 3 clusters Score -24068.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24192.144531 Penalty: 2825.758301
	Iteration 4F: 3 clusters Score -24192.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24455.214844 Penalty: 2825.758301
	Iteration 5F: 3 clusters Score -24455.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24715.390625 Penalty: 2825.758301
	Iteration 6F: 3 clusters Score -24715.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24992.070312 Penalty: 2825.758301
	Iteration 7Q: 3 clusters Score -24992.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25371.757812 Penalty: 2825.758301
	Iteration 8Q: 3 clusters Score -25371.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25484.156250 Penalty: 2825.758301
	Iteration 9Q: 3 clusters Score -25484.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -25553.880859 Penalty: 2825.758301
	Iteration 10Q: 3 clusters Score -25553.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -25558.693359 Penalty: 2825.758301
	Iteration 11F: 3 clusters Score -25558.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25615.935547 Penalty: 2825.758301
	Iteration 12Q: 3 clusters Score -25615.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -25676.980469 Penalty: 2825.758301
	Iteration 13Q: 3 clusters Score -25676.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -25789.949219 Penalty: 2825.758301
	Iteration 14Q: 3 clusters Score -25789.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -25789.949219 Penalty: 2825.758301
	Iteration 15F: 3 clusters Score -25789.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9128 members 
Mstep: Class 6 contains 17154 members 
Mstep: Class 7 contains 11344 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 9145 members 
Mstep: Class 10 contains 29590 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14641 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10828 members 
Mstep: Class 19 contains 11621 members 
Mstep: Class 20 contains 6833 members 
Mstep: Class 21 contains 26110 members 
Mstep: Class 22 contains 29121 members 
Mstep: Class 23 contains 28316 members 
Mstep: Class 24 contains 35899 members 
Mstep: Class 25 contains 5360 members 
Mstep: Class 26 contains 34971 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3351 members 
Mstep: Class 29 contains 6385 members 
Mstep: Class 30 contains 89797 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13730 members 
Mstep: Class 33 contains 8408 members 
Mstep: Class 34 contains 5439 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14065 members 
Mstep: Class 38 contains 9484 members 
Mstep: Class 39 contains 10527 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14869 members 
Mstep: Class 43 contains 5650 members 
Mstep: Class 44 contains 13165 members 
Mstep: Class 45 contains 22346 members 
Mstep: Class 46 contains 30998 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10952 members 
Mstep: Class 50 contains 16859 members 
Mstep: Class 51 contains 21893 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 167 members 
Entering Unmasked Estep 
Score: -64767972.000000 Penalty: 179211.343750
Splitting cluster 16 changes total score from -64769040.000000 to -64767972.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (4564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Entering Unmasked Estep 
Score: -493672.343750 Penalty: 2089.636719
	Iteration 0F: 2 clusters Score -493672.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -489431.437500 Penalty: 4179.273438
	Iteration 0F: 3 clusters Score -489431.4 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -490442.343750 Penalty: 4179.273438
	Iteration 1F: 3 clusters Score -490442.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -490702.156250 Penalty: 4179.273438
	Iteration 2F: 3 clusters Score -490702.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -490859.750000 Penalty: 4179.273438
	Iteration 3F: 3 clusters Score -490859.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -490970.000000 Penalty: 4179.273438
	Iteration 4Q: 3 clusters Score -490970 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -491068.593750 Penalty: 4179.273438
	Iteration 5Q: 3 clusters Score -491068.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -491164.687500 Penalty: 4179.273438
	Iteration 6Q: 3 clusters Score -491164.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -491243.687500 Penalty: 4179.273438
	Iteration 7Q: 3 clusters Score -491243.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -491314.875000 Penalty: 4179.273438
	Iteration 8Q: 3 clusters Score -491314.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -491388.250000 Penalty: 4179.273438
	Iteration 9Q: 3 clusters Score -491388.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -491477.875000 Penalty: 4179.273438
	Iteration 10Q: 3 clusters Score -491477.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -491555.687500 Penalty: 4179.273438
	Iteration 11Q: 3 clusters Score -491555.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -491622.250000 Penalty: 4179.273438
	Iteration 12Q: 3 clusters Score -491622.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -491678.125000 Penalty: 4179.273438
	Iteration 13Q: 3 clusters Score -491678.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -491723.781250 Penalty: 4179.273438
	Iteration 14Q: 3 clusters Score -491723.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -491761.406250 Penalty: 4179.273438
	Iteration 15Q: 3 clusters Score -491761.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -491788.500000 Penalty: 4179.273438
	Iteration 16Q: 3 clusters Score -491788.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -491811.093750 Penalty: 4179.273438
	Iteration 17Q: 3 clusters Score -491811.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -491829.125000 Penalty: 4179.273438
	Iteration 18Q: 3 clusters Score -491829.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -491838.843750 Penalty: 4179.273438
	Iteration 19Q: 3 clusters Score -491838.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -491845.750000 Penalty: 4179.273438
	Iteration 20F: 3 clusters Score -491845.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -491851.812500 Penalty: 4179.273438
	Iteration 21Q: 3 clusters Score -491851.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -491859.093750 Penalty: 4179.273438
	Iteration 22Q: 3 clusters Score -491859.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -491865.531250 Penalty: 4179.273438
	Iteration 23Q: 3 clusters Score -491865.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -491873.062500 Penalty: 4179.273438
	Iteration 24Q: 3 clusters Score -491873.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -491879.656250 Penalty: 4179.273438
	Iteration 25Q: 3 clusters Score -491879.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -491884.343750 Penalty: 4179.273438
	Iteration 26Q: 3 clusters Score -491884.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -491884.968750 Penalty: 4179.273438
	Iteration 27Q: 3 clusters Score -491885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -491885.000000 Penalty: 4179.273438
	Iteration 28Q: 3 clusters Score -491885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -491885.406250 Penalty: 4179.273438
	Iteration 29Q: 3 clusters Score -491885.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -491887.062500 Penalty: 4179.273438
	Iteration 30Q: 3 clusters Score -491887.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -491888.375000 Penalty: 4179.273438
	Iteration 31Q: 3 clusters Score -491888.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -491890.000000 Penalty: 4179.273438
	Iteration 32Q: 3 clusters Score -491890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -491891.656250 Penalty: 4179.273438
	Iteration 33Q: 3 clusters Score -491891.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -491891.406250 Penalty: 4179.273438
	Iteration 34Q: 3 clusters Score -491891.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -491893.593750 Penalty: 4179.273438
	Iteration 35Q: 3 clusters Score -491893.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -491893.687500 Penalty: 4179.273438
	Iteration 36Q: 3 clusters Score -491893.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -491893.687500 Penalty: 4179.273438
	Iteration 37F: 3 clusters Score -491893.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Entering Unmasked Estep 
Score: -1158659.250000 Penalty: 2303.892822
	Iteration 0F: 2 clusters Score -1158659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1150426.125000 Penalty: 4607.785645
	Iteration 0F: 3 clusters Score -1150426 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1152924.500000 Penalty: 4607.785645
	Iteration 1F: 3 clusters Score -1152924 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1153278.250000 Penalty: 4607.785645
	Iteration 2F: 3 clusters Score -1153278 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1153544.750000 Penalty: 4607.785645
	Iteration 3F: 3 clusters Score -1153545 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1153786.375000 Penalty: 4607.785645
	Iteration 4Q: 3 clusters Score -1153786 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1154013.125000 Penalty: 4607.785645
	Iteration 5Q: 3 clusters Score -1154013 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1154207.375000 Penalty: 4607.785645
	Iteration 6Q: 3 clusters Score -1154207 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1154399.250000 Penalty: 4607.785645
	Iteration 7Q: 3 clusters Score -1154399 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1154598.000000 Penalty: 4607.785645
	Iteration 8Q: 3 clusters Score -1154598 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1154803.750000 Penalty: 4607.785645
	Iteration 9Q: 3 clusters Score -1154804 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1155000.375000 Penalty: 4607.785645
	Iteration 10Q: 3 clusters Score -1155000 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1155199.625000 Penalty: 4607.785645
	Iteration 11Q: 3 clusters Score -1155200 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1155409.750000 Penalty: 4607.785645
	Iteration 12Q: 3 clusters Score -1155410 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1155640.125000 Penalty: 4607.785645
	Iteration 13Q: 3 clusters Score -1155640 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1155874.500000 Penalty: 4607.785645
	Iteration 14Q: 3 clusters Score -1155874 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1156039.125000 Penalty: 4607.785645
	Iteration 15Q: 3 clusters Score -1156039 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1156161.375000 Penalty: 4607.785645
	Iteration 16Q: 3 clusters Score -1156161 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1156266.125000 Penalty: 4607.785645
	Iteration 17Q: 3 clusters Score -1156266 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1156352.250000 Penalty: 4607.785645
	Iteration 18Q: 3 clusters Score -1156352 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1156429.500000 Penalty: 4607.785645
	Iteration 19Q: 3 clusters Score -1156430 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1156498.500000 Penalty: 4607.785645
	Iteration 20F: 3 clusters Score -1156498 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1156545.375000 Penalty: 4607.785645
	Iteration 21Q: 3 clusters Score -1156545 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1156578.625000 Penalty: 4607.785645
	Iteration 22Q: 3 clusters Score -1156579 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1156604.625000 Penalty: 4607.785645
	Iteration 23Q: 3 clusters Score -1156605 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1156627.500000 Penalty: 4607.785645
	Iteration 24Q: 3 clusters Score -1156628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1156642.500000 Penalty: 4607.785645
	Iteration 25Q: 3 clusters Score -1156642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1156653.625000 Penalty: 4607.785645
	Iteration 26Q: 3 clusters Score -1156654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1156667.750000 Penalty: 4607.785645
	Iteration 27Q: 3 clusters Score -1156668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1156679.500000 Penalty: 4607.785645
	Iteration 28Q: 3 clusters Score -1156680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1156688.125000 Penalty: 4607.785645
	Iteration 29Q: 3 clusters Score -1156688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1156696.500000 Penalty: 4607.785645
	Iteration 30Q: 3 clusters Score -1156696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1156704.375000 Penalty: 4607.785645
	Iteration 31Q: 3 clusters Score -1156704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1156709.625000 Penalty: 4607.785645
	Iteration 32Q: 3 clusters Score -1156710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1156712.000000 Penalty: 4607.785645
	Iteration 33Q: 3 clusters Score -1156712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1156714.500000 Penalty: 4607.785645
	Iteration 34Q: 3 clusters Score -1156714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1156717.750000 Penalty: 4607.785645
	Iteration 35Q: 3 clusters Score -1156718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1156717.750000 Penalty: 4607.785645
	Iteration 36F: 3 clusters Score -1156718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Entering Unmasked Estep 
Score: -1011776.875000 Penalty: 2321.421143
	Iteration 0F: 2 clusters Score -1011777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1002968.562500 Penalty: 4642.842285
	Iteration 0F: 3 clusters Score -1002969 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1006020.875000 Penalty: 4642.842285
	Iteration 1F: 3 clusters Score -1006021 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1006861.000000 Penalty: 4642.842285
	Iteration 2F: 3 clusters Score -1006861 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1007726.812500 Penalty: 4642.842285
	Iteration 3F: 3 clusters Score -1007727 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1008428.812500 Penalty: 4642.842285
	Iteration 4F: 3 clusters Score -1008429 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1008921.375000 Penalty: 4642.842285
	Iteration 5F: 3 clusters Score -1008921 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1009300.000000 Penalty: 4642.842285
	Iteration 6Q: 3 clusters Score -1009300 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1009574.937500 Penalty: 4642.842285
	Iteration 7Q: 3 clusters Score -1009575 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1009783.750000 Penalty: 4642.842285
	Iteration 8Q: 3 clusters Score -1009784 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1009960.812500 Penalty: 4642.842285
	Iteration 9Q: 3 clusters Score -1009961 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1010091.875000 Penalty: 4642.842285
	Iteration 10Q: 3 clusters Score -1010092 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1010195.250000 Penalty: 4642.842285
	Iteration 11Q: 3 clusters Score -1010195 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1010285.375000 Penalty: 4642.842285
	Iteration 12Q: 3 clusters Score -1010285 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1010352.125000 Penalty: 4642.842285
	Iteration 13Q: 3 clusters Score -1010352 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1010405.937500 Penalty: 4642.842285
	Iteration 14Q: 3 clusters Score -1010406 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1010452.125000 Penalty: 4642.842285
	Iteration 15Q: 3 clusters Score -1010452 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1010486.000000 Penalty: 4642.842285
	Iteration 16Q: 3 clusters Score -1010486 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1010518.750000 Penalty: 4642.842285
	Iteration 17Q: 3 clusters Score -1010519 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1010556.562500 Penalty: 4642.842285
	Iteration 18Q: 3 clusters Score -1010557 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1010589.500000 Penalty: 4642.842285
	Iteration 19Q: 3 clusters Score -1010590 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1010613.687500 Penalty: 4642.842285
	Iteration 20F: 3 clusters Score -1010614 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1010626.625000 Penalty: 4642.842285
	Iteration 21Q: 3 clusters Score -1010627 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1010642.812500 Penalty: 4642.842285
	Iteration 22Q: 3 clusters Score -1010643 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1010657.062500 Penalty: 4642.842285
	Iteration 23Q: 3 clusters Score -1010657 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1010664.187500 Penalty: 4642.842285
	Iteration 24Q: 3 clusters Score -1010664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1010674.562500 Penalty: 4642.842285
	Iteration 25Q: 3 clusters Score -1010675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1010676.500000 Penalty: 4642.842285
	Iteration 26Q: 3 clusters Score -1010676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1010683.000000 Penalty: 4642.842285
	Iteration 27Q: 3 clusters Score -1010683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1010689.812500 Penalty: 4642.842285
	Iteration 28Q: 3 clusters Score -1010690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1010691.375000 Penalty: 4642.842285
	Iteration 29Q: 3 clusters Score -1010691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1010693.875000 Penalty: 4642.842285
	Iteration 30Q: 3 clusters Score -1010694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1010696.312500 Penalty: 4642.842285
	Iteration 31Q: 3 clusters Score -1010696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1010698.437500 Penalty: 4642.842285
	Iteration 32Q: 3 clusters Score -1010698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1010698.312500 Penalty: 4642.842285
	Iteration 33Q: 3 clusters Score -1010698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1010697.500000 Penalty: 4642.842285
	Iteration 34Q: 3 clusters Score -1010698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1010698.812500 Penalty: 4642.842285
	Iteration 35Q: 3 clusters Score -1010699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1010699.875000 Penalty: 4642.842285
	Iteration 36Q: 3 clusters Score -1010700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1010703.187500 Penalty: 4642.842285
	Iteration 37Q: 3 clusters Score -1010703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1010703.375000 Penalty: 4642.842285
	Iteration 38Q: 3 clusters Score -1010703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1010703.375000 Penalty: 4642.842285
	Iteration 39F: 3 clusters Score -1010703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Entering Unmasked Estep 
Score: -736022.187500 Penalty: 2189.720703
	Iteration 0F: 2 clusters Score -736022.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -730349.437500 Penalty: 4379.441406
	Iteration 0F: 3 clusters Score -730349.4 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -731944.562500 Penalty: 4379.441406
	Iteration 1F: 3 clusters Score -731944.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -732200.875000 Penalty: 4379.441406
	Iteration 2F: 3 clusters Score -732200.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -732370.125000 Penalty: 4379.441406
	Iteration 3Q: 3 clusters Score -732370.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -732537.500000 Penalty: 4379.441406
	Iteration 4Q: 3 clusters Score -732537.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -732647.250000 Penalty: 4379.441406
	Iteration 5Q: 3 clusters Score -732647.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -732743.687500 Penalty: 4379.441406
	Iteration 6Q: 3 clusters Score -732743.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -732832.500000 Penalty: 4379.441406
	Iteration 7Q: 3 clusters Score -732832.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -732929.000000 Penalty: 4379.441406
	Iteration 8Q: 3 clusters Score -732929 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -733013.750000 Penalty: 4379.441406
	Iteration 9Q: 3 clusters Score -733013.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -733090.687500 Penalty: 4379.441406
	Iteration 10Q: 3 clusters Score -733090.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -733161.125000 Penalty: 4379.441406
	Iteration 11Q: 3 clusters Score -733161.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -733216.750000 Penalty: 4379.441406
	Iteration 12Q: 3 clusters Score -733216.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -733265.187500 Penalty: 4379.441406
	Iteration 13Q: 3 clusters Score -733265.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -733323.937500 Penalty: 4379.441406
	Iteration 14Q: 3 clusters Score -733323.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -733376.125000 Penalty: 4379.441406
	Iteration 15Q: 3 clusters Score -733376.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -733428.687500 Penalty: 4379.441406
	Iteration 16Q: 3 clusters Score -733428.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -733481.750000 Penalty: 4379.441406
	Iteration 17Q: 3 clusters Score -733481.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -733538.062500 Penalty: 4379.441406
	Iteration 18Q: 3 clusters Score -733538.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -733584.250000 Penalty: 4379.441406
	Iteration 19Q: 3 clusters Score -733584.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -733629.687500 Penalty: 4379.441406
	Iteration 20F: 3 clusters Score -733629.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -733664.187500 Penalty: 4379.441406
	Iteration 21Q: 3 clusters Score -733664.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -733702.812500 Penalty: 4379.441406
	Iteration 22Q: 3 clusters Score -733702.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -733746.500000 Penalty: 4379.441406
	Iteration 23Q: 3 clusters Score -733746.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -733782.750000 Penalty: 4379.441406
	Iteration 24Q: 3 clusters Score -733782.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -733830.625000 Penalty: 4379.441406
	Iteration 25Q: 3 clusters Score -733830.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -733873.875000 Penalty: 4379.441406
	Iteration 26Q: 3 clusters Score -733873.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -733924.937500 Penalty: 4379.441406
	Iteration 27Q: 3 clusters Score -733924.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -733959.500000 Penalty: 4379.441406
	Iteration 28Q: 3 clusters Score -733959.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -734002.875000 Penalty: 4379.441406
	Iteration 29Q: 3 clusters Score -734002.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -734041.250000 Penalty: 4379.441406
	Iteration 30Q: 3 clusters Score -734041.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -734084.375000 Penalty: 4379.441406
	Iteration 31Q: 3 clusters Score -734084.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -734131.437500 Penalty: 4379.441406
	Iteration 32Q: 3 clusters Score -734131.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -734181.812500 Penalty: 4379.441406
	Iteration 33Q: 3 clusters Score -734181.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -734233.312500 Penalty: 4379.441406
	Iteration 34Q: 3 clusters Score -734233.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -734296.000000 Penalty: 4379.441406
	Iteration 35Q: 3 clusters Score -734296 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -734366.062500 Penalty: 4379.441406
	Iteration 36Q: 3 clusters Score -734366.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -734466.562500 Penalty: 4379.441406
	Iteration 37Q: 3 clusters Score -734466.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -734625.437500 Penalty: 4379.441406
	Iteration 38Q: 3 clusters Score -734625.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -734777.250000 Penalty: 4379.441406
	Iteration 39Q: 3 clusters Score -734777.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -734881.875000 Penalty: 4379.441406
	Iteration 40F: 3 clusters Score -734881.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -734957.000000 Penalty: 4379.441406
	Iteration 41Q: 3 clusters Score -734957 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -735016.437500 Penalty: 4379.441406
	Iteration 42Q: 3 clusters Score -735016.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -735055.687500 Penalty: 4379.441406
	Iteration 43Q: 3 clusters Score -735055.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -735098.062500 Penalty: 4379.441406
	Iteration 44Q: 3 clusters Score -735098.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -735126.750000 Penalty: 4379.441406
	Iteration 45Q: 3 clusters Score -735126.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -735150.437500 Penalty: 4379.441406
	Iteration 46Q: 3 clusters Score -735150.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -735171.062500 Penalty: 4379.441406
	Iteration 47Q: 3 clusters Score -735171.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -735191.250000 Penalty: 4379.441406
	Iteration 48Q: 3 clusters Score -735191.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -735207.937500 Penalty: 4379.441406
	Iteration 49Q: 3 clusters Score -735207.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -735222.312500 Penalty: 4379.441406
	Iteration 50Q: 3 clusters Score -735222.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -735240.875000 Penalty: 4379.441406
	Iteration 51Q: 3 clusters Score -735240.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -735249.125000 Penalty: 4379.441406
	Iteration 52Q: 3 clusters Score -735249.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -735267.250000 Penalty: 4379.441406
	Iteration 53Q: 3 clusters Score -735267.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -735275.875000 Penalty: 4379.441406
	Iteration 54Q: 3 clusters Score -735275.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -735279.312500 Penalty: 4379.441406
	Iteration 55Q: 3 clusters Score -735279.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -735282.625000 Penalty: 4379.441406
	Iteration 56Q: 3 clusters Score -735282.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -735283.187500 Penalty: 4379.441406
	Iteration 57Q: 3 clusters Score -735283.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -735285.750000 Penalty: 4379.441406
	Iteration 58Q: 3 clusters Score -735285.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -735288.625000 Penalty: 4379.441406
	Iteration 59Q: 3 clusters Score -735288.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -735299.437500 Penalty: 4379.441406
	Iteration 60F: 3 clusters Score -735299.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -735309.812500 Penalty: 4379.441406
	Iteration 61Q: 3 clusters Score -735309.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -735317.000000 Penalty: 4379.441406
	Iteration 62Q: 3 clusters Score -735317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -735324.875000 Penalty: 4379.441406
	Iteration 63Q: 3 clusters Score -735324.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -735334.687500 Penalty: 4379.441406
	Iteration 64Q: 3 clusters Score -735334.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -735334.750000 Penalty: 4379.441406
	Iteration 65Q: 3 clusters Score -735334.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -735338.125000 Penalty: 4379.441406
	Iteration 66Q: 3 clusters Score -735338.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -735337.250000 Penalty: 4379.441406
	Iteration 67Q: 3 clusters Score -735337.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -735338.375000 Penalty: 4379.441406
	Iteration 68Q: 3 clusters Score -735338.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -735339.250000 Penalty: 4379.441406
	Iteration 69Q: 3 clusters Score -735339.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -735339.437500 Penalty: 4379.441406
	Iteration 70Q: 3 clusters Score -735339.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -735340.375000 Penalty: 4379.441406
	Iteration 71Q: 3 clusters Score -735340.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -735340.375000 Penalty: 4379.441406
	Iteration 72F: 3 clusters Score -735340.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (26110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Entering Unmasked Estep 
Score: -2227488.000000 Penalty: 2522.178223
	Iteration 0F: 2 clusters Score -2227488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2209420.250000 Penalty: 5044.356445
	Iteration 0F: 3 clusters Score -2209420 nChanged 11607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2215651.500000 Penalty: 5044.356445
	Iteration 1F: 3 clusters Score -2215652 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2216410.750000 Penalty: 5044.356445
	Iteration 2F: 3 clusters Score -2216411 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2217290.250000 Penalty: 5044.356445
	Iteration 3F: 3 clusters Score -2217290 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2218377.750000 Penalty: 5044.356445
	Iteration 4F: 3 clusters Score -2218378 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -2219502.750000 Penalty: 5044.356445
	Iteration 5F: 3 clusters Score -2219503 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2220544.500000 Penalty: 5044.356445
	Iteration 6F: 3 clusters Score -2220544 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2221366.000000 Penalty: 5044.356445
	Iteration 7F: 3 clusters Score -2221366 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2221913.750000 Penalty: 5044.356445
	Iteration 8Q: 3 clusters Score -2221914 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -2222337.000000 Penalty: 5044.356445
	Iteration 9Q: 3 clusters Score -2222337 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2222682.500000 Penalty: 5044.356445
	Iteration 10Q: 3 clusters Score -2222682 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -2222963.500000 Penalty: 5044.356445
	Iteration 11Q: 3 clusters Score -2222964 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -2223191.750000 Penalty: 5044.356445
	Iteration 12Q: 3 clusters Score -2223192 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -2223359.750000 Penalty: 5044.356445
	Iteration 13Q: 3 clusters Score -2223360 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -2223521.750000 Penalty: 5044.356445
	Iteration 14Q: 3 clusters Score -2223522 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -2223660.000000 Penalty: 5044.356445
	Iteration 15Q: 3 clusters Score -2223660 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -2223779.500000 Penalty: 5044.356445
	Iteration 16Q: 3 clusters Score -2223780 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -2223891.750000 Penalty: 5044.356445
	Iteration 17Q: 3 clusters Score -2223892 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -2223988.000000 Penalty: 5044.356445
	Iteration 18Q: 3 clusters Score -2223988 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -2224091.000000 Penalty: 5044.356445
	Iteration 19Q: 3 clusters Score -2224091 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -2224155.000000 Penalty: 5044.356445
	Iteration 20F: 3 clusters Score -2224155 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -2224245.250000 Penalty: 5044.356445
	Iteration 21Q: 3 clusters Score -2224245 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -2224322.250000 Penalty: 5044.356445
	Iteration 22Q: 3 clusters Score -2224322 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -2224428.250000 Penalty: 5044.356445
	Iteration 23Q: 3 clusters Score -2224428 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -2224537.250000 Penalty: 5044.356445
	Iteration 24Q: 3 clusters Score -2224537 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -2224615.750000 Penalty: 5044.356445
	Iteration 25Q: 3 clusters Score -2224616 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -2224694.000000 Penalty: 5044.356445
	Iteration 26Q: 3 clusters Score -2224694 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -2224763.750000 Penalty: 5044.356445
	Iteration 27Q: 3 clusters Score -2224764 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -2224829.000000 Penalty: 5044.356445
	Iteration 28Q: 3 clusters Score -2224829 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -2224882.250000 Penalty: 5044.356445
	Iteration 29Q: 3 clusters Score -2224882 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -2224957.000000 Penalty: 5044.356445
	Iteration 30Q: 3 clusters Score -2224957 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -2225016.500000 Penalty: 5044.356445
	Iteration 31Q: 3 clusters Score -2225016 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -2225088.500000 Penalty: 5044.356445
	Iteration 32Q: 3 clusters Score -2225088 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -2225154.750000 Penalty: 5044.356445
	Iteration 33Q: 3 clusters Score -2225155 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -2225202.500000 Penalty: 5044.356445
	Iteration 34Q: 3 clusters Score -2225202 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -2225242.500000 Penalty: 5044.356445
	Iteration 35Q: 3 clusters Score -2225242 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -2225285.750000 Penalty: 5044.356445
	Iteration 36Q: 3 clusters Score -2225286 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -2225319.250000 Penalty: 5044.356445
	Iteration 37Q: 3 clusters Score -2225319 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -2225352.250000 Penalty: 5044.356445
	Iteration 38Q: 3 clusters Score -2225352 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -2225382.500000 Penalty: 5044.356445
	Iteration 39Q: 3 clusters Score -2225382 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -2225410.500000 Penalty: 5044.356445
	Iteration 40F: 3 clusters Score -2225410 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -2225429.500000 Penalty: 5044.356445
	Iteration 41Q: 3 clusters Score -2225430 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -2225454.500000 Penalty: 5044.356445
	Iteration 42Q: 3 clusters Score -2225454 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -2225473.000000 Penalty: 5044.356445
	Iteration 43Q: 3 clusters Score -2225473 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -2225483.250000 Penalty: 5044.356445
	Iteration 44Q: 3 clusters Score -2225483 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -2225496.500000 Penalty: 5044.356445
	Iteration 45Q: 3 clusters Score -2225496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -2225508.750000 Penalty: 5044.356445
	Iteration 46Q: 3 clusters Score -2225509 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -2225512.000000 Penalty: 5044.356445
	Iteration 47Q: 3 clusters Score -2225512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -2225522.000000 Penalty: 5044.356445
	Iteration 48Q: 3 clusters Score -2225522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -2225538.000000 Penalty: 5044.356445
	Iteration 49Q: 3 clusters Score -2225538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -2225540.000000 Penalty: 5044.356445
	Iteration 50Q: 3 clusters Score -2225540 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -2225555.000000 Penalty: 5044.356445
	Iteration 51Q: 3 clusters Score -2225555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -2225563.000000 Penalty: 5044.356445
	Iteration 52Q: 3 clusters Score -2225563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -2225566.500000 Penalty: 5044.356445
	Iteration 53Q: 3 clusters Score -2225566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -2225562.750000 Penalty: 5044.356445
	Iteration 54Q: 3 clusters Score -2225563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -2225565.750000 Penalty: 5044.356445
	Iteration 55Q: 3 clusters Score -2225566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -2225568.750000 Penalty: 5044.356445
	Iteration 56Q: 3 clusters Score -2225569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -2225571.000000 Penalty: 5044.356445
	Iteration 57Q: 3 clusters Score -2225571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -2225569.750000 Penalty: 5044.356445
	Iteration 58Q: 3 clusters Score -2225570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -2225569.750000 Penalty: 5044.356445
	Iteration 59Q: 3 clusters Score -2225570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -2225570.750000 Penalty: 5044.356445
	Iteration 60F: 3 clusters Score -2225571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -2225572.500000 Penalty: 5044.356445
	Iteration 61Q: 3 clusters Score -2225572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -2225569.500000 Penalty: 5044.356445
	Iteration 62Q: 3 clusters Score -2225570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -2225572.750000 Penalty: 5044.356445
	Iteration 63Q: 3 clusters Score -2225573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -2225572.000000 Penalty: 5044.356445
	Iteration 64Q: 3 clusters Score -2225572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -2225574.250000 Penalty: 5044.356445
	Iteration 65Q: 3 clusters Score -2225574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -2225574.750000 Penalty: 5044.356445
	Iteration 66Q: 3 clusters Score -2225575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -2225577.000000 Penalty: 5044.356445
	Iteration 67Q: 3 clusters Score -2225577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -2225576.750000 Penalty: 5044.356445
	Iteration 68Q: 3 clusters Score -2225577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -2225576.750000 Penalty: 5044.356445
	Iteration 69F: 3 clusters Score -2225577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Entering Unmasked Estep 
Score: -3184207.250000 Penalty: 2549.245361
	Iteration 0F: 2 clusters Score -3184207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -3164181.500000 Penalty: 5098.490723
	Iteration 0F: 3 clusters Score -3164182 nChanged 13069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -3171303.750000 Penalty: 5098.490723
	Iteration 1F: 3 clusters Score -3171304 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -3171808.500000 Penalty: 5098.490723
	Iteration 2Q: 3 clusters Score -3171808 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -3172271.250000 Penalty: 5098.490723
	Iteration 3Q: 3 clusters Score -3172271 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -3172744.000000 Penalty: 5098.490723
	Iteration 4Q: 3 clusters Score -3172744 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -3173232.500000 Penalty: 5098.490723
	Iteration 5Q: 3 clusters Score -3173232 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -3173806.500000 Penalty: 5098.490723
	Iteration 6Q: 3 clusters Score -3173806 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -3174481.750000 Penalty: 5098.490723
	Iteration 7Q: 3 clusters Score -3174482 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -3175324.000000 Penalty: 5098.490723
	Iteration 8Q: 3 clusters Score -3175324 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -3176346.000000 Penalty: 5098.490723
	Iteration 9F: 3 clusters Score -3176346 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -3177465.750000 Penalty: 5098.490723
	Iteration 10F: 3 clusters Score -3177466 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -3178616.750000 Penalty: 5098.490723
	Iteration 11F: 3 clusters Score -3178617 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -3179669.500000 Penalty: 5098.490723
	Iteration 12Q: 3 clusters Score -3179670 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -3180474.750000 Penalty: 5098.490723
	Iteration 13Q: 3 clusters Score -3180475 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -3181057.500000 Penalty: 5098.490723
	Iteration 14Q: 3 clusters Score -3181058 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -3181401.000000 Penalty: 5098.490723
	Iteration 15Q: 3 clusters Score -3181401 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -3181605.250000 Penalty: 5098.490723
	Iteration 16Q: 3 clusters Score -3181605 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -3181724.250000 Penalty: 5098.490723
	Iteration 17Q: 3 clusters Score -3181724 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -3181794.500000 Penalty: 5098.490723
	Iteration 18Q: 3 clusters Score -3181794 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -3181849.750000 Penalty: 5098.490723
	Iteration 19Q: 3 clusters Score -3181850 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -3181890.750000 Penalty: 5098.490723
	Iteration 20F: 3 clusters Score -3181891 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -3181920.000000 Penalty: 5098.490723
	Iteration 21Q: 3 clusters Score -3181920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -3181947.250000 Penalty: 5098.490723
	Iteration 22Q: 3 clusters Score -3181947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -3181958.500000 Penalty: 5098.490723
	Iteration 23Q: 3 clusters Score -3181958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -3181973.250000 Penalty: 5098.490723
	Iteration 24Q: 3 clusters Score -3181973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -3181979.750000 Penalty: 5098.490723
	Iteration 25Q: 3 clusters Score -3181980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -3181990.500000 Penalty: 5098.490723
	Iteration 26Q: 3 clusters Score -3181990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -3181993.750000 Penalty: 5098.490723
	Iteration 27Q: 3 clusters Score -3181994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -3181997.750000 Penalty: 5098.490723
	Iteration 28Q: 3 clusters Score -3181998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -3182006.250000 Penalty: 5098.490723
	Iteration 29Q: 3 clusters Score -3182006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -3182007.500000 Penalty: 5098.490723
	Iteration 30Q: 3 clusters Score -3182008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -3182012.750000 Penalty: 5098.490723
	Iteration 31Q: 3 clusters Score -3182013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -3182024.750000 Penalty: 5098.490723
	Iteration 32Q: 3 clusters Score -3182025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -3182026.000000 Penalty: 5098.490723
	Iteration 33Q: 3 clusters Score -3182026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -3182028.250000 Penalty: 5098.490723
	Iteration 34Q: 3 clusters Score -3182028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -3182025.500000 Penalty: 5098.490723
	Iteration 35Q: 3 clusters Score -3182026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -3182030.250000 Penalty: 5098.490723
	Iteration 36Q: 3 clusters Score -3182030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -3182031.750000 Penalty: 5098.490723
	Iteration 37Q: 3 clusters Score -3182032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -3182034.750000 Penalty: 5098.490723
	Iteration 38Q: 3 clusters Score -3182035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -3182033.500000 Penalty: 5098.490723
	Iteration 39Q: 3 clusters Score -3182034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -3182033.750000 Penalty: 5098.490723
	Iteration 40F: 3 clusters Score -3182034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Entering Unmasked Estep 
Score: -3108694.500000 Penalty: 2542.293213
	Iteration 0F: 2 clusters Score -3108694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -3089164.000000 Penalty: 5084.586426
	Iteration 0F: 3 clusters Score -3089164 nChanged 12784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -3096311.000000 Penalty: 5084.586426
	Iteration 1F: 3 clusters Score -3096311 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -3096939.250000 Penalty: 5084.586426
	Iteration 2F: 3 clusters Score -3096939 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -3097636.500000 Penalty: 5084.586426
	Iteration 3F: 3 clusters Score -3097636 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -3098457.750000 Penalty: 5084.586426
	Iteration 4F: 3 clusters Score -3098458 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -3099333.000000 Penalty: 5084.586426
	Iteration 5F: 3 clusters Score -3099333 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -3100375.500000 Penalty: 5084.586426
	Iteration 6F: 3 clusters Score -3100376 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -3101454.750000 Penalty: 5084.586426
	Iteration 7F: 3 clusters Score -3101455 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -3102483.750000 Penalty: 5084.586426
	Iteration 8F: 3 clusters Score -3102484 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -3103470.500000 Penalty: 5084.586426
	Iteration 9Q: 3 clusters Score -3103470 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -3104341.250000 Penalty: 5084.586426
	Iteration 10Q: 3 clusters Score -3104341 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -3104955.750000 Penalty: 5084.586426
	Iteration 11Q: 3 clusters Score -3104956 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -3105460.250000 Penalty: 5084.586426
	Iteration 12Q: 3 clusters Score -3105460 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -3105784.750000 Penalty: 5084.586426
	Iteration 13Q: 3 clusters Score -3105785 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -3105971.000000 Penalty: 5084.586426
	Iteration 14Q: 3 clusters Score -3105971 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -3106120.000000 Penalty: 5084.586426
	Iteration 15Q: 3 clusters Score -3106120 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -3106216.750000 Penalty: 5084.586426
	Iteration 16Q: 3 clusters Score -3106217 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -3106296.750000 Penalty: 5084.586426
	Iteration 17Q: 3 clusters Score -3106297 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -3106357.750000 Penalty: 5084.586426
	Iteration 18Q: 3 clusters Score -3106358 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -3106384.250000 Penalty: 5084.586426
	Iteration 19Q: 3 clusters Score -3106384 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -3106410.250000 Penalty: 5084.586426
	Iteration 20F: 3 clusters Score -3106410 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -3106433.000000 Penalty: 5084.586426
	Iteration 21Q: 3 clusters Score -3106433 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -3106451.250000 Penalty: 5084.586426
	Iteration 22Q: 3 clusters Score -3106451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -3106458.250000 Penalty: 5084.586426
	Iteration 23Q: 3 clusters Score -3106458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -3106464.750000 Penalty: 5084.586426
	Iteration 24Q: 3 clusters Score -3106465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -3106463.250000 Penalty: 5084.586426
	Iteration 25Q: 3 clusters Score -3106463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -3106466.000000 Penalty: 5084.586426
	Iteration 26Q: 3 clusters Score -3106466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -3106478.000000 Penalty: 5084.586426
	Iteration 27Q: 3 clusters Score -3106478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -3106483.000000 Penalty: 5084.586426
	Iteration 28Q: 3 clusters Score -3106483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -3106491.000000 Penalty: 5084.586426
	Iteration 29Q: 3 clusters Score -3106491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -3106498.750000 Penalty: 5084.586426
	Iteration 30Q: 3 clusters Score -3106499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -3106497.000000 Penalty: 5084.586426
	Iteration 31Q: 3 clusters Score -3106497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -3106500.750000 Penalty: 5084.586426
	Iteration 32Q: 3 clusters Score -3106501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -3106501.000000 Penalty: 5084.586426
	Iteration 33Q: 3 clusters Score -3106501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -3106502.750000 Penalty: 5084.586426
	Iteration 34Q: 3 clusters Score -3106503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -3106504.000000 Penalty: 5084.586426
	Iteration 35Q: 3 clusters Score -3106504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -3106506.500000 Penalty: 5084.586426
	Iteration 36Q: 3 clusters Score -3106506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -3106513.500000 Penalty: 5084.586426
	Iteration 37Q: 3 clusters Score -3106514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -3106517.500000 Penalty: 5084.586426
	Iteration 38Q: 3 clusters Score -3106518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -3106512.250000 Penalty: 5084.586426
	Iteration 39Q: 3 clusters Score -3106512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -3106514.000000 Penalty: 5084.586426
	Iteration 40F: 3 clusters Score -3106514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -3106515.250000 Penalty: 5084.586426
	Iteration 41Q: 3 clusters Score -3106515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -3106516.500000 Penalty: 5084.586426
	Iteration 42Q: 3 clusters Score -3106516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -3106516.500000 Penalty: 5084.586426
	Iteration 43F: 3 clusters Score -3106516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Entering Unmasked Estep 
Score: -3565945.500000 Penalty: 2601.139160
	Iteration 0F: 2 clusters Score -3565946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -3541536.000000 Penalty: 5202.278320
	Iteration 0F: 3 clusters Score -3541536 nChanged 16323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -3550936.250000 Penalty: 5202.278320
	Iteration 1F: 3 clusters Score -3550936 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -3551896.500000 Penalty: 5202.278320
	Iteration 2F: 3 clusters Score -3551896 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -3552866.500000 Penalty: 5202.278320
	Iteration 3F: 3 clusters Score -3552866 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -3553890.000000 Penalty: 5202.278320
	Iteration 4F: 3 clusters Score -3553890 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -3554895.250000 Penalty: 5202.278320
	Iteration 5F: 3 clusters Score -3554895 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -3555823.750000 Penalty: 5202.278320
	Iteration 6F: 3 clusters Score -3555824 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -3556604.000000 Penalty: 5202.278320
	Iteration 7Q: 3 clusters Score -3556604 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -3557255.500000 Penalty: 5202.278320
	Iteration 8Q: 3 clusters Score -3557256 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -3557877.750000 Penalty: 5202.278320
	Iteration 9Q: 3 clusters Score -3557878 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -3558446.000000 Penalty: 5202.278320
	Iteration 10Q: 3 clusters Score -3558446 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -3558931.000000 Penalty: 5202.278320
	Iteration 11Q: 3 clusters Score -3558931 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -3559338.500000 Penalty: 5202.278320
	Iteration 12Q: 3 clusters Score -3559338 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -3559659.000000 Penalty: 5202.278320
	Iteration 13Q: 3 clusters Score -3559659 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -3559896.000000 Penalty: 5202.278320
	Iteration 14Q: 3 clusters Score -3559896 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -3560073.500000 Penalty: 5202.278320
	Iteration 15Q: 3 clusters Score -3560074 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -3560269.750000 Penalty: 5202.278320
	Iteration 16Q: 3 clusters Score -3560270 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -3560445.750000 Penalty: 5202.278320
	Iteration 17Q: 3 clusters Score -3560446 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -3560614.000000 Penalty: 5202.278320
	Iteration 18Q: 3 clusters Score -3560614 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -3560779.500000 Penalty: 5202.278320
	Iteration 19Q: 3 clusters Score -3560780 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -3560924.000000 Penalty: 5202.278320
	Iteration 20F: 3 clusters Score -3560924 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -3561067.000000 Penalty: 5202.278320
	Iteration 21Q: 3 clusters Score -3561067 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -3561177.250000 Penalty: 5202.278320
	Iteration 22Q: 3 clusters Score -3561177 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -3561286.500000 Penalty: 5202.278320
	Iteration 23Q: 3 clusters Score -3561286 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -3561410.750000 Penalty: 5202.278320
	Iteration 24Q: 3 clusters Score -3561411 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -3561554.000000 Penalty: 5202.278320
	Iteration 25Q: 3 clusters Score -3561554 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -3561678.750000 Penalty: 5202.278320
	Iteration 26Q: 3 clusters Score -3561679 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -3561791.500000 Penalty: 5202.278320
	Iteration 27Q: 3 clusters Score -3561792 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -3561892.000000 Penalty: 5202.278320
	Iteration 28Q: 3 clusters Score -3561892 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -3562000.500000 Penalty: 5202.278320
	Iteration 29Q: 3 clusters Score -3562000 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -3562096.500000 Penalty: 5202.278320
	Iteration 30Q: 3 clusters Score -3562096 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -3562211.000000 Penalty: 5202.278320
	Iteration 31Q: 3 clusters Score -3562211 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -3562293.750000 Penalty: 5202.278320
	Iteration 32Q: 3 clusters Score -3562294 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -3562385.250000 Penalty: 5202.278320
	Iteration 33Q: 3 clusters Score -3562385 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -3562505.500000 Penalty: 5202.278320
	Iteration 34Q: 3 clusters Score -3562506 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -3562618.750000 Penalty: 5202.278320
	Iteration 35Q: 3 clusters Score -3562619 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -3562746.250000 Penalty: 5202.278320
	Iteration 36Q: 3 clusters Score -3562746 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -3562862.250000 Penalty: 5202.278320
	Iteration 37Q: 3 clusters Score -3562862 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -3562978.750000 Penalty: 5202.278320
	Iteration 38Q: 3 clusters Score -3562979 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -3563104.750000 Penalty: 5202.278320
	Iteration 39Q: 3 clusters Score -3563105 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -3563215.750000 Penalty: 5202.278320
	Iteration 40F: 3 clusters Score -3563216 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -3563323.000000 Penalty: 5202.278320
	Iteration 41Q: 3 clusters Score -3563323 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -3563458.000000 Penalty: 5202.278320
	Iteration 42Q: 3 clusters Score -3563458 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -3563562.750000 Penalty: 5202.278320
	Iteration 43Q: 3 clusters Score -3563563 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -3563666.500000 Penalty: 5202.278320
	Iteration 44Q: 3 clusters Score -3563666 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -3563768.750000 Penalty: 5202.278320
	Iteration 45Q: 3 clusters Score -3563769 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -3563846.500000 Penalty: 5202.278320
	Iteration 46Q: 3 clusters Score -3563846 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -3563910.250000 Penalty: 5202.278320
	Iteration 47Q: 3 clusters Score -3563910 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -3563984.750000 Penalty: 5202.278320
	Iteration 48Q: 3 clusters Score -3563985 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -3564024.250000 Penalty: 5202.278320
	Iteration 49Q: 3 clusters Score -3564024 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -3564065.500000 Penalty: 5202.278320
	Iteration 50Q: 3 clusters Score -3564066 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -3564085.000000 Penalty: 5202.278320
	Iteration 51Q: 3 clusters Score -3564085 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -3564116.250000 Penalty: 5202.278320
	Iteration 52Q: 3 clusters Score -3564116 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -3564147.250000 Penalty: 5202.278320
	Iteration 53Q: 3 clusters Score -3564147 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -3564175.750000 Penalty: 5202.278320
	Iteration 54Q: 3 clusters Score -3564176 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -3564183.000000 Penalty: 5202.278320
	Iteration 55Q: 3 clusters Score -3564183 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -3564185.500000 Penalty: 5202.278320
	Iteration 56Q: 3 clusters Score -3564186 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -3564191.250000 Penalty: 5202.278320
	Iteration 57Q: 3 clusters Score -3564191 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -3564198.250000 Penalty: 5202.278320
	Iteration 58Q: 3 clusters Score -3564198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -3564205.000000 Penalty: 5202.278320
	Iteration 59Q: 3 clusters Score -3564205 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -3564212.000000 Penalty: 5202.278320
	Iteration 60F: 3 clusters Score -3564212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -3564213.750000 Penalty: 5202.278320
	Iteration 61Q: 3 clusters Score -3564214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -3564223.750000 Penalty: 5202.278320
	Iteration 62Q: 3 clusters Score -3564224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -3564229.000000 Penalty: 5202.278320
	Iteration 63Q: 3 clusters Score -3564229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -3564233.250000 Penalty: 5202.278320
	Iteration 64Q: 3 clusters Score -3564233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -3564231.250000 Penalty: 5202.278320
	Iteration 65Q: 3 clusters Score -3564231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -3564240.000000 Penalty: 5202.278320
	Iteration 66Q: 3 clusters Score -3564240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -3564234.250000 Penalty: 5202.278320
	Iteration 67Q: 3 clusters Score -3564234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -3564238.250000 Penalty: 5202.278320
	Iteration 68Q: 3 clusters Score -3564238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -3564241.500000 Penalty: 5202.278320
	Iteration 69Q: 3 clusters Score -3564242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -3564242.750000 Penalty: 5202.278320
	Iteration 70Q: 3 clusters Score -3564243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -3564248.250000 Penalty: 5202.278320
	Iteration 71Q: 3 clusters Score -3564248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -3564251.000000 Penalty: 5202.278320
	Iteration 72Q: 3 clusters Score -3564251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -3564250.250000 Penalty: 5202.278320
	Iteration 73Q: 3 clusters Score -3564250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -3564249.000000 Penalty: 5202.278320
	Iteration 74Q: 3 clusters Score -3564249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -3564246.500000 Penalty: 5202.278320
	Iteration 75Q: 3 clusters Score -3564246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -3564250.500000 Penalty: 5202.278320
	Iteration 76Q: 3 clusters Score -3564250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -3564255.500000 Penalty: 5202.278320
	Iteration 77Q: 3 clusters Score -3564256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -3564257.000000 Penalty: 5202.278320
	Iteration 78Q: 3 clusters Score -3564257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -3564261.750000 Penalty: 5202.278320
	Iteration 79Q: 3 clusters Score -3564262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -3564261.750000 Penalty: 5202.278320
	Iteration 80F: 3 clusters Score -3564262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Entering Unmasked Estep 
Score: -565574.000000 Penalty: 2129.506348
	Iteration 0F: 2 clusters Score -565574 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 2718 members 
Entering Unmasked Estep 
Score: -560869.937500 Penalty: 4259.012695
	Iteration 0F: 3 clusters Score -560869.9 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -562042.500000 Penalty: 4259.012695
	Iteration 1F: 3 clusters Score -562042.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -562297.312500 Penalty: 4259.012695
	Iteration 2F: 3 clusters Score -562297.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -562485.937500 Penalty: 4259.012695
	Iteration 3F: 3 clusters Score -562485.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -562672.750000 Penalty: 4259.012695
	Iteration 4Q: 3 clusters Score -562672.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -562848.500000 Penalty: 4259.012695
	Iteration 5Q: 3 clusters Score -562848.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -562993.562500 Penalty: 4259.012695
	Iteration 6Q: 3 clusters Score -562993.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -563110.187500 Penalty: 4259.012695
	Iteration 7Q: 3 clusters Score -563110.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -563215.187500 Penalty: 4259.012695
	Iteration 8Q: 3 clusters Score -563215.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -563320.812500 Penalty: 4259.012695
	Iteration 9Q: 3 clusters Score -563320.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -563433.312500 Penalty: 4259.012695
	Iteration 10Q: 3 clusters Score -563433.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -563554.062500 Penalty: 4259.012695
	Iteration 11Q: 3 clusters Score -563554.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -563664.750000 Penalty: 4259.012695
	Iteration 12Q: 3 clusters Score -563664.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -563762.750000 Penalty: 4259.012695
	Iteration 13Q: 3 clusters Score -563762.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -563851.125000 Penalty: 4259.012695
	Iteration 14Q: 3 clusters Score -563851.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -563918.562500 Penalty: 4259.012695
	Iteration 15Q: 3 clusters Score -563918.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -563966.562500 Penalty: 4259.012695
	Iteration 16Q: 3 clusters Score -563966.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -564003.437500 Penalty: 4259.012695
	Iteration 17Q: 3 clusters Score -564003.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -564035.375000 Penalty: 4259.012695
	Iteration 18Q: 3 clusters Score -564035.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -564061.562500 Penalty: 4259.012695
	Iteration 19Q: 3 clusters Score -564061.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -564097.937500 Penalty: 4259.012695
	Iteration 20F: 3 clusters Score -564097.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -564121.375000 Penalty: 4259.012695
	Iteration 21Q: 3 clusters Score -564121.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -564136.687500 Penalty: 4259.012695
	Iteration 22Q: 3 clusters Score -564136.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -564146.500000 Penalty: 4259.012695
	Iteration 23Q: 3 clusters Score -564146.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -564159.750000 Penalty: 4259.012695
	Iteration 24Q: 3 clusters Score -564159.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -564168.687500 Penalty: 4259.012695
	Iteration 25Q: 3 clusters Score -564168.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -564178.937500 Penalty: 4259.012695
	Iteration 26Q: 3 clusters Score -564178.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -564185.312500 Penalty: 4259.012695
	Iteration 27Q: 3 clusters Score -564185.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -564189.437500 Penalty: 4259.012695
	Iteration 28Q: 3 clusters Score -564189.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -564192.625000 Penalty: 4259.012695
	Iteration 29Q: 3 clusters Score -564192.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -564192.500000 Penalty: 4259.012695
	Iteration 30Q: 3 clusters Score -564192.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -564194.375000 Penalty: 4259.012695
	Iteration 31Q: 3 clusters Score -564194.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -564195.562500 Penalty: 4259.012695
	Iteration 32Q: 3 clusters Score -564195.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -564195.562500 Penalty: 4259.012695
	Iteration 33F: 3 clusters Score -564195.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (34971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Entering Unmasked Estep 
Score: -3788861.250000 Penalty: 2594.644043
	Iteration 0F: 2 clusters Score -3788861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -3764994.250000 Penalty: 5189.288086
	Iteration 0F: 3 clusters Score -3764994 nChanged 15867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -3773570.250000 Penalty: 5189.288086
	Iteration 1F: 3 clusters Score -3773570 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -3774147.750000 Penalty: 5189.288086
	Iteration 2Q: 3 clusters Score -3774148 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -3774834.500000 Penalty: 5189.288086
	Iteration 3Q: 3 clusters Score -3774834 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -3775790.500000 Penalty: 5189.288086
	Iteration 4F: 3 clusters Score -3775790 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -3777194.250000 Penalty: 5189.288086
	Iteration 5F: 3 clusters Score -3777194 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -3779216.250000 Penalty: 5189.288086
	Iteration 6F: 3 clusters Score -3779216 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -3781585.250000 Penalty: 5189.288086
	Iteration 7F: 3 clusters Score -3781585 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -3783590.500000 Penalty: 5189.288086
	Iteration 8F: 3 clusters Score -3783590 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -3784943.000000 Penalty: 5189.288086
	Iteration 9Q: 3 clusters Score -3784943 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -3785721.750000 Penalty: 5189.288086
	Iteration 10Q: 3 clusters Score -3785722 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3786182.750000 Penalty: 5189.288086
	Iteration 11Q: 3 clusters Score -3786183 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3786410.750000 Penalty: 5189.288086
	Iteration 12Q: 3 clusters Score -3786411 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3786573.750000 Penalty: 5189.288086
	Iteration 13Q: 3 clusters Score -3786574 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3786686.500000 Penalty: 5189.288086
	Iteration 14Q: 3 clusters Score -3786686 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3786763.500000 Penalty: 5189.288086
	Iteration 15Q: 3 clusters Score -3786764 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3786813.250000 Penalty: 5189.288086
	Iteration 16Q: 3 clusters Score -3786813 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3786857.750000 Penalty: 5189.288086
	Iteration 17Q: 3 clusters Score -3786858 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3786878.750000 Penalty: 5189.288086
	Iteration 18Q: 3 clusters Score -3786879 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3786894.750000 Penalty: 5189.288086
	Iteration 19Q: 3 clusters Score -3786895 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3786912.250000 Penalty: 5189.288086
	Iteration 20F: 3 clusters Score -3786912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3786921.250000 Penalty: 5189.288086
	Iteration 21Q: 3 clusters Score -3786921 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3786937.250000 Penalty: 5189.288086
	Iteration 22Q: 3 clusters Score -3786937 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3786951.500000 Penalty: 5189.288086
	Iteration 23Q: 3 clusters Score -3786952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3786961.500000 Penalty: 5189.288086
	Iteration 24Q: 3 clusters Score -3786962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3786967.750000 Penalty: 5189.288086
	Iteration 25Q: 3 clusters Score -3786968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3786975.000000 Penalty: 5189.288086
	Iteration 26Q: 3 clusters Score -3786975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3786984.750000 Penalty: 5189.288086
	Iteration 27Q: 3 clusters Score -3786985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3786986.250000 Penalty: 5189.288086
	Iteration 28Q: 3 clusters Score -3786986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3786984.500000 Penalty: 5189.288086
	Iteration 29Q: 3 clusters Score -3786984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3786986.750000 Penalty: 5189.288086
	Iteration 30Q: 3 clusters Score -3786987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3786989.000000 Penalty: 5189.288086
	Iteration 31Q: 3 clusters Score -3786989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3786993.250000 Penalty: 5189.288086
	Iteration 32Q: 3 clusters Score -3786993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3787000.250000 Penalty: 5189.288086
	Iteration 33Q: 3 clusters Score -3787000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3787001.500000 Penalty: 5189.288086
	Iteration 34Q: 3 clusters Score -3787002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3787000.500000 Penalty: 5189.288086
	Iteration 35Q: 3 clusters Score -3787000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3787002.000000 Penalty: 5189.288086
	Iteration 36Q: 3 clusters Score -3787002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3787002.000000 Penalty: 5189.288086
	Iteration 37F: 3 clusters Score -3787002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Entering Unmasked Estep 
Score: -514390.437500 Penalty: 2095.118164
	Iteration 0F: 2 clusters Score -514390.4 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 2355 members 
Entering Unmasked Estep 
Score: -510052.812500 Penalty: 4190.236328
	Iteration 0F: 3 clusters Score -510052.8 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -510992.093750 Penalty: 4190.236328
	Iteration 1F: 3 clusters Score -510992.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -511144.562500 Penalty: 4190.236328
	Iteration 2F: 3 clusters Score -511144.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -511255.750000 Penalty: 4190.236328
	Iteration 3Q: 3 clusters Score -511255.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -511331.125000 Penalty: 4190.236328
	Iteration 4Q: 3 clusters Score -511331.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -511378.750000 Penalty: 4190.236328
	Iteration 5Q: 3 clusters Score -511378.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -511421.625000 Penalty: 4190.236328
	Iteration 6Q: 3 clusters Score -511421.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -511469.593750 Penalty: 4190.236328
	Iteration 7Q: 3 clusters Score -511469.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -511516.406250 Penalty: 4190.236328
	Iteration 8Q: 3 clusters Score -511516.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -511552.093750 Penalty: 4190.236328
	Iteration 9Q: 3 clusters Score -511552.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -511583.000000 Penalty: 4190.236328
	Iteration 10Q: 3 clusters Score -511583 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -511609.593750 Penalty: 4190.236328
	Iteration 11Q: 3 clusters Score -511609.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -511634.656250 Penalty: 4190.236328
	Iteration 12Q: 3 clusters Score -511634.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -511654.125000 Penalty: 4190.236328
	Iteration 13Q: 3 clusters Score -511654.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -511668.562500 Penalty: 4190.236328
	Iteration 14Q: 3 clusters Score -511668.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -511684.156250 Penalty: 4190.236328
	Iteration 15Q: 3 clusters Score -511684.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -511700.968750 Penalty: 4190.236328
	Iteration 16Q: 3 clusters Score -511701 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -511715.281250 Penalty: 4190.236328
	Iteration 17Q: 3 clusters Score -511715.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -511729.062500 Penalty: 4190.236328
	Iteration 18Q: 3 clusters Score -511729.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -511737.156250 Penalty: 4190.236328
	Iteration 19Q: 3 clusters Score -511737.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -511740.937500 Penalty: 4190.236328
	Iteration 20F: 3 clusters Score -511740.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -511745.968750 Penalty: 4190.236328
	Iteration 21Q: 3 clusters Score -511746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -511755.437500 Penalty: 4190.236328
	Iteration 22Q: 3 clusters Score -511755.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -511760.843750 Penalty: 4190.236328
	Iteration 23Q: 3 clusters Score -511760.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -511765.718750 Penalty: 4190.236328
	Iteration 24Q: 3 clusters Score -511765.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -511772.656250 Penalty: 4190.236328
	Iteration 25Q: 3 clusters Score -511772.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -511777.125000 Penalty: 4190.236328
	Iteration 26Q: 3 clusters Score -511777.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -511781.437500 Penalty: 4190.236328
	Iteration 27Q: 3 clusters Score -511781.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -511787.000000 Penalty: 4190.236328
	Iteration 28Q: 3 clusters Score -511787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -511790.875000 Penalty: 4190.236328
	Iteration 29Q: 3 clusters Score -511790.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -511797.343750 Penalty: 4190.236328
	Iteration 30Q: 3 clusters Score -511797.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -511800.437500 Penalty: 4190.236328
	Iteration 31Q: 3 clusters Score -511800.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -511804.843750 Penalty: 4190.236328
	Iteration 32Q: 3 clusters Score -511804.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -511808.187500 Penalty: 4190.236328
	Iteration 33Q: 3 clusters Score -511808.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -511808.562500 Penalty: 4190.236328
	Iteration 34Q: 3 clusters Score -511808.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -511809.187500 Penalty: 4190.236328
	Iteration 35Q: 3 clusters Score -511809.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -511809.406250 Penalty: 4190.236328
	Iteration 36Q: 3 clusters Score -511809.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -511811.468750 Penalty: 4190.236328
	Iteration 37Q: 3 clusters Score -511811.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -511813.593750 Penalty: 4190.236328
	Iteration 38Q: 3 clusters Score -511813.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -511813.750000 Penalty: 4190.236328
	Iteration 39Q: 3 clusters Score -511813.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -511814.125000 Penalty: 4190.236328
	Iteration 40F: 3 clusters Score -511814.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -511815.375000 Penalty: 4190.236328
	Iteration 41Q: 3 clusters Score -511815.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -511817.187500 Penalty: 4190.236328
	Iteration 42Q: 3 clusters Score -511817.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -511819.375000 Penalty: 4190.236328
	Iteration 43Q: 3 clusters Score -511819.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -511821.062500 Penalty: 4190.236328
	Iteration 44Q: 3 clusters Score -511821.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -511824.718750 Penalty: 4190.236328
	Iteration 45Q: 3 clusters Score -511824.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -511827.125000 Penalty: 4190.236328
	Iteration 46Q: 3 clusters Score -511827.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -511830.250000 Penalty: 4190.236328
	Iteration 47Q: 3 clusters Score -511830.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -511832.500000 Penalty: 4190.236328
	Iteration 48Q: 3 clusters Score -511832.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -511832.750000 Penalty: 4190.236328
	Iteration 49Q: 3 clusters Score -511832.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -511832.468750 Penalty: 4190.236328
	Iteration 50Q: 3 clusters Score -511832.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -511833.718750 Penalty: 4190.236328
	Iteration 51Q: 3 clusters Score -511833.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -511836.281250 Penalty: 4190.236328
	Iteration 52Q: 3 clusters Score -511836.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -511837.687500 Penalty: 4190.236328
	Iteration 53Q: 3 clusters Score -511837.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -511837.406250 Penalty: 4190.236328
	Iteration 54Q: 3 clusters Score -511837.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -511837.406250 Penalty: 4190.236328
	Iteration 55F: 3 clusters Score -511837.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Entering Unmasked Estep 
Score: -328249.562500 Penalty: 2013.019409
	Iteration 0F: 2 clusters Score -328249.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -324811.281250 Penalty: 4026.038818
	Iteration 0F: 3 clusters Score -324811.3 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -325555.968750 Penalty: 4026.038818
	Iteration 1F: 3 clusters Score -325556 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -325725.000000 Penalty: 4026.038818
	Iteration 2F: 3 clusters Score -325725 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -325820.593750 Penalty: 4026.038818
	Iteration 3Q: 3 clusters Score -325820.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -325878.406250 Penalty: 4026.038818
	Iteration 4Q: 3 clusters Score -325878.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -325915.843750 Penalty: 4026.038818
	Iteration 5Q: 3 clusters Score -325915.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -325945.312500 Penalty: 4026.038818
	Iteration 6Q: 3 clusters Score -325945.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -325962.718750 Penalty: 4026.038818
	Iteration 7Q: 3 clusters Score -325962.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -325988.343750 Penalty: 4026.038818
	Iteration 8Q: 3 clusters Score -325988.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -326009.812500 Penalty: 4026.038818
	Iteration 9Q: 3 clusters Score -326009.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -326033.562500 Penalty: 4026.038818
	Iteration 10Q: 3 clusters Score -326033.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -326054.812500 Penalty: 4026.038818
	Iteration 11Q: 3 clusters Score -326054.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -326079.000000 Penalty: 4026.038818
	Iteration 12Q: 3 clusters Score -326079 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -326108.375000 Penalty: 4026.038818
	Iteration 13Q: 3 clusters Score -326108.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -326133.687500 Penalty: 4026.038818
	Iteration 14Q: 3 clusters Score -326133.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -326164.343750 Penalty: 4026.038818
	Iteration 15Q: 3 clusters Score -326164.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -326195.687500 Penalty: 4026.038818
	Iteration 16Q: 3 clusters Score -326195.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -326236.281250 Penalty: 4026.038818
	Iteration 17Q: 3 clusters Score -326236.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -326299.218750 Penalty: 4026.038818
	Iteration 18Q: 3 clusters Score -326299.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -326381.500000 Penalty: 4026.038818
	Iteration 19Q: 3 clusters Score -326381.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -326487.218750 Penalty: 4026.038818
	Iteration 20F: 3 clusters Score -326487.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -326651.593750 Penalty: 4026.038818
	Iteration 21Q: 3 clusters Score -326651.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -326806.218750 Penalty: 4026.038818
	Iteration 22Q: 3 clusters Score -326806.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -326931.687500 Penalty: 4026.038818
	Iteration 23Q: 3 clusters Score -326931.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -327009.875000 Penalty: 4026.038818
	Iteration 24Q: 3 clusters Score -327009.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -327063.875000 Penalty: 4026.038818
	Iteration 25Q: 3 clusters Score -327063.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -327097.343750 Penalty: 4026.038818
	Iteration 26Q: 3 clusters Score -327097.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -327139.812500 Penalty: 4026.038818
	Iteration 27Q: 3 clusters Score -327139.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -327180.437500 Penalty: 4026.038818
	Iteration 28Q: 3 clusters Score -327180.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -327203.687500 Penalty: 4026.038818
	Iteration 29Q: 3 clusters Score -327203.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -327212.156250 Penalty: 4026.038818
	Iteration 30Q: 3 clusters Score -327212.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -327213.968750 Penalty: 4026.038818
	Iteration 31Q: 3 clusters Score -327214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -327216.875000 Penalty: 4026.038818
	Iteration 32Q: 3 clusters Score -327216.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -327222.000000 Penalty: 4026.038818
	Iteration 33Q: 3 clusters Score -327222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -327224.250000 Penalty: 4026.038818
	Iteration 34Q: 3 clusters Score -327224.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -327225.843750 Penalty: 4026.038818
	Iteration 35Q: 3 clusters Score -327225.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -327229.500000 Penalty: 4026.038818
	Iteration 36Q: 3 clusters Score -327229.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -327233.031250 Penalty: 4026.038818
	Iteration 37Q: 3 clusters Score -327233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -327235.937500 Penalty: 4026.038818
	Iteration 38Q: 3 clusters Score -327235.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -327240.312500 Penalty: 4026.038818
	Iteration 39Q: 3 clusters Score -327240.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -327244.093750 Penalty: 4026.038818
	Iteration 40F: 3 clusters Score -327244.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -327248.250000 Penalty: 4026.038818
	Iteration 41Q: 3 clusters Score -327248.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -327249.937500 Penalty: 4026.038818
	Iteration 42Q: 3 clusters Score -327249.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -327250.125000 Penalty: 4026.038818
	Iteration 43Q: 3 clusters Score -327250.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -327251.250000 Penalty: 4026.038818
	Iteration 44Q: 3 clusters Score -327251.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -327251.250000 Penalty: 4026.038818
	Iteration 45F: 3 clusters Score -327251.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Entering Unmasked Estep 
Score: -567210.437500 Penalty: 2172.903076
	Iteration 0F: 2 clusters Score -567210.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -561794.875000 Penalty: 4345.806152
	Iteration 0F: 3 clusters Score -561794.9 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -563199.250000 Penalty: 4345.806152
	Iteration 1F: 3 clusters Score -563199.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -563505.937500 Penalty: 4345.806152
	Iteration 2F: 3 clusters Score -563505.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -563785.062500 Penalty: 4345.806152
	Iteration 3F: 3 clusters Score -563785.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -564063.750000 Penalty: 4345.806152
	Iteration 4F: 3 clusters Score -564063.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -564344.062500 Penalty: 4345.806152
	Iteration 5F: 3 clusters Score -564344.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -564559.437500 Penalty: 4345.806152
	Iteration 6Q: 3 clusters Score -564559.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -564716.250000 Penalty: 4345.806152
	Iteration 7Q: 3 clusters Score -564716.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -564843.500000 Penalty: 4345.806152
	Iteration 8Q: 3 clusters Score -564843.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -564960.500000 Penalty: 4345.806152
	Iteration 9Q: 3 clusters Score -564960.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -565048.000000 Penalty: 4345.806152
	Iteration 10Q: 3 clusters Score -565048 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -565116.125000 Penalty: 4345.806152
	Iteration 11Q: 3 clusters Score -565116.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -565172.250000 Penalty: 4345.806152
	Iteration 12Q: 3 clusters Score -565172.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -565213.312500 Penalty: 4345.806152
	Iteration 13Q: 3 clusters Score -565213.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -565239.250000 Penalty: 4345.806152
	Iteration 14Q: 3 clusters Score -565239.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -565263.812500 Penalty: 4345.806152
	Iteration 15Q: 3 clusters Score -565263.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -565281.312500 Penalty: 4345.806152
	Iteration 16Q: 3 clusters Score -565281.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -565294.500000 Penalty: 4345.806152
	Iteration 17Q: 3 clusters Score -565294.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -565313.562500 Penalty: 4345.806152
	Iteration 18Q: 3 clusters Score -565313.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -565332.000000 Penalty: 4345.806152
	Iteration 19Q: 3 clusters Score -565332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -565349.062500 Penalty: 4345.806152
	Iteration 20F: 3 clusters Score -565349.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -565357.375000 Penalty: 4345.806152
	Iteration 21Q: 3 clusters Score -565357.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -565367.312500 Penalty: 4345.806152
	Iteration 22Q: 3 clusters Score -565367.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -565379.062500 Penalty: 4345.806152
	Iteration 23Q: 3 clusters Score -565379.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -565391.375000 Penalty: 4345.806152
	Iteration 24Q: 3 clusters Score -565391.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -565400.000000 Penalty: 4345.806152
	Iteration 25Q: 3 clusters Score -565400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -565407.812500 Penalty: 4345.806152
	Iteration 26Q: 3 clusters Score -565407.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -565416.375000 Penalty: 4345.806152
	Iteration 27Q: 3 clusters Score -565416.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -565421.562500 Penalty: 4345.806152
	Iteration 28Q: 3 clusters Score -565421.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -565425.187500 Penalty: 4345.806152
	Iteration 29Q: 3 clusters Score -565425.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -565426.750000 Penalty: 4345.806152
	Iteration 30Q: 3 clusters Score -565426.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -565429.812500 Penalty: 4345.806152
	Iteration 31Q: 3 clusters Score -565429.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -565431.250000 Penalty: 4345.806152
	Iteration 32Q: 3 clusters Score -565431.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -565432.437500 Penalty: 4345.806152
	Iteration 33Q: 3 clusters Score -565432.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -565435.125000 Penalty: 4345.806152
	Iteration 34Q: 3 clusters Score -565435.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -565436.062500 Penalty: 4345.806152
	Iteration 35Q: 3 clusters Score -565436.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -565436.437500 Penalty: 4345.806152
	Iteration 36Q: 3 clusters Score -565436.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -565437.375000 Penalty: 4345.806152
	Iteration 37Q: 3 clusters Score -565437.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -565441.125000 Penalty: 4345.806152
	Iteration 38Q: 3 clusters Score -565441.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -565441.125000 Penalty: 4345.806152
	Iteration 39Q: 3 clusters Score -565441.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -565442.062500 Penalty: 4345.806152
	Iteration 40F: 3 clusters Score -565442.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -565443.812500 Penalty: 4345.806152
	Iteration 41Q: 3 clusters Score -565443.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -565444.812500 Penalty: 4345.806152
	Iteration 42Q: 3 clusters Score -565444.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -565444.812500 Penalty: 4345.806152
	Iteration 43Q: 3 clusters Score -565444.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -565444.500000 Penalty: 4345.806152
	Iteration 44Q: 3 clusters Score -565444.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -565444.500000 Penalty: 4345.806152
	Iteration 45F: 3 clusters Score -565444.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (89797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89797 members 
Entering Unmasked Estep 
Score: -9797048.000000 Penalty: 2828.516113
	Iteration 0F: 2 clusters Score -9797048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -9736696.000000 Penalty: 5657.032227
	Iteration 0F: 3 clusters Score -9736696 nChanged 42374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -9761189.000000 Penalty: 5657.032227
	Iteration 1F: 3 clusters Score -9761189 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 44765 members 
Entering Unmasked Estep 
Score: -9762008.000000 Penalty: 5657.032227
	Iteration 2Q: 3 clusters Score -9762008 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -9762982.000000 Penalty: 5657.032227
	Iteration 3Q: 3 clusters Score -9762982 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -9764145.000000 Penalty: 5657.032227
	Iteration 4Q: 3 clusters Score -9764145 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 45131 members 
Entering Unmasked Estep 
Score: -9765562.000000 Penalty: 5657.032227
	Iteration 5Q: 3 clusters Score -9765562 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -9767375.000000 Penalty: 5657.032227
	Iteration 6Q: 3 clusters Score -9767375 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -9769647.000000 Penalty: 5657.032227
	Iteration 7Q: 3 clusters Score -9769647 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43598 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -9772412.000000 Penalty: 5657.032227
	Iteration 8F: 3 clusters Score -9772412 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
Score: -9775410.000000 Penalty: 5657.032227
	Iteration 9F: 3 clusters Score -9775410 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 47381 members 
Entering Unmasked Estep 
Score: -9777906.000000 Penalty: 5657.032227
	Iteration 10Q: 3 clusters Score -9777906 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 48028 members 
Entering Unmasked Estep 
Score: -9779369.000000 Penalty: 5657.032227
	Iteration 11Q: 3 clusters Score -9779369 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 48655 members 
Entering Unmasked Estep 
Score: -9779976.000000 Penalty: 5657.032227
	Iteration 12Q: 3 clusters Score -9779976 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 49203 members 
Entering Unmasked Estep 
Score: -9780221.000000 Penalty: 5657.032227
	Iteration 13Q: 3 clusters Score -9780221 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 49741 members 
Entering Unmasked Estep 
Score: -9780392.000000 Penalty: 5657.032227
	Iteration 14Q: 3 clusters Score -9780392 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 50242 members 
Entering Unmasked Estep 
Score: -9780479.000000 Penalty: 5657.032227
	Iteration 15Q: 3 clusters Score -9780479 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 50751 members 
Entering Unmasked Estep 
Score: -9780537.000000 Penalty: 5657.032227
	Iteration 16Q: 3 clusters Score -9780537 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 51319 members 
Entering Unmasked Estep 
Score: -9780672.000000 Penalty: 5657.032227
	Iteration 17Q: 3 clusters Score -9780672 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 51902 members 
Entering Unmasked Estep 
Score: -9780776.000000 Penalty: 5657.032227
	Iteration 18Q: 3 clusters Score -9780776 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 52524 members 
Entering Unmasked Estep 
Score: -9780853.000000 Penalty: 5657.032227
	Iteration 19Q: 3 clusters Score -9780853 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 53162 members 
Entering Unmasked Estep 
Score: -9780948.000000 Penalty: 5657.032227
	Iteration 20F: 3 clusters Score -9780948 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 53847 members 
Entering Unmasked Estep 
Score: -9781040.000000 Penalty: 5657.032227
	Iteration 21Q: 3 clusters Score -9781040 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
Score: -9781219.000000 Penalty: 5657.032227
	Iteration 22Q: 3 clusters Score -9781219 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 55443 members 
Entering Unmasked Estep 
Score: -9781375.000000 Penalty: 5657.032227
	Iteration 23Q: 3 clusters Score -9781375 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 56296 members 
Entering Unmasked Estep 
Score: -9781520.000000 Penalty: 5657.032227
	Iteration 24Q: 3 clusters Score -9781520 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 57187 members 
Entering Unmasked Estep 
Score: -9781708.000000 Penalty: 5657.032227
	Iteration 25Q: 3 clusters Score -9781708 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 58129 members 
Entering Unmasked Estep 
Score: -9781914.000000 Penalty: 5657.032227
	Iteration 26Q: 3 clusters Score -9781914 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 59130 members 
Entering Unmasked Estep 
Score: -9782133.000000 Penalty: 5657.032227
	Iteration 27Q: 3 clusters Score -9782133 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 60145 members 
Entering Unmasked Estep 
Score: -9782334.000000 Penalty: 5657.032227
	Iteration 28Q: 3 clusters Score -9782334 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 61263 members 
Entering Unmasked Estep 
Score: -9782559.000000 Penalty: 5657.032227
	Iteration 29Q: 3 clusters Score -9782559 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 62437 members 
Entering Unmasked Estep 
Score: -9782817.000000 Penalty: 5657.032227
	Iteration 30Q: 3 clusters Score -9782817 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 63692 members 
Entering Unmasked Estep 
Score: -9783141.000000 Penalty: 5657.032227
	Iteration 31Q: 3 clusters Score -9783141 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 64976 members 
Entering Unmasked Estep 
Score: -9783470.000000 Penalty: 5657.032227
	Iteration 32Q: 3 clusters Score -9783470 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 66347 members 
Entering Unmasked Estep 
Score: -9783774.000000 Penalty: 5657.032227
	Iteration 33Q: 3 clusters Score -9783774 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 67767 members 
Entering Unmasked Estep 
Score: -9784199.000000 Penalty: 5657.032227
	Iteration 34Q: 3 clusters Score -9784199 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 69219 members 
Entering Unmasked Estep 
Score: -9784623.000000 Penalty: 5657.032227
	Iteration 35Q: 3 clusters Score -9784623 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 70738 members 
Entering Unmasked Estep 
Score: -9785142.000000 Penalty: 5657.032227
	Iteration 36Q: 3 clusters Score -9785142 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 72289 members 
Entering Unmasked Estep 
Score: -9785683.000000 Penalty: 5657.032227
	Iteration 37Q: 3 clusters Score -9785683 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 73916 members 
Entering Unmasked Estep 
Score: -9786314.000000 Penalty: 5657.032227
	Iteration 38Q: 3 clusters Score -9786314 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 75543 members 
Entering Unmasked Estep 
Score: -9787006.000000 Penalty: 5657.032227
	Iteration 39Q: 3 clusters Score -9787006 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 77219 members 
Entering Unmasked Estep 
Score: -9787752.000000 Penalty: 5657.032227
	Iteration 40F: 3 clusters Score -9787752 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 78855 members 
Entering Unmasked Estep 
Score: -9788474.000000 Penalty: 5657.032227
	Iteration 41Q: 3 clusters Score -9788474 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 80471 members 
Entering Unmasked Estep 
Score: -9789308.000000 Penalty: 5657.032227
	Iteration 42Q: 3 clusters Score -9789308 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 81973 members 
Entering Unmasked Estep 
Score: -9790140.000000 Penalty: 5657.032227
	Iteration 43Q: 3 clusters Score -9790140 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 83393 members 
Entering Unmasked Estep 
Score: -9790928.000000 Penalty: 5657.032227
	Iteration 44Q: 3 clusters Score -9790928 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 84680 members 
Entering Unmasked Estep 
Score: -9791760.000000 Penalty: 5657.032227
	Iteration 45Q: 3 clusters Score -9791760 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 85796 members 
Entering Unmasked Estep 
Score: -9792473.000000 Penalty: 5657.032227
	Iteration 46Q: 3 clusters Score -9792473 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 86696 members 
Entering Unmasked Estep 
Score: -9793007.000000 Penalty: 5657.032227
	Iteration 47Q: 3 clusters Score -9793007 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 87398 members 
Entering Unmasked Estep 
Score: -9793498.000000 Penalty: 5657.032227
	Iteration 48Q: 3 clusters Score -9793498 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 87935 members 
Entering Unmasked Estep 
Score: -9793809.000000 Penalty: 5657.032227
	Iteration 49Q: 3 clusters Score -9793809 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 88309 members 
Entering Unmasked Estep 
Score: -9794031.000000 Penalty: 5657.032227
	Iteration 50Q: 3 clusters Score -9794031 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 88556 members 
Entering Unmasked Estep 
Score: -9794201.000000 Penalty: 5657.032227
	Iteration 51Q: 3 clusters Score -9794201 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 88720 members 
Entering Unmasked Estep 
Score: -9794301.000000 Penalty: 5657.032227
	Iteration 52Q: 3 clusters Score -9794301 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 88827 members 
Entering Unmasked Estep 
Score: -9794368.000000 Penalty: 5657.032227
	Iteration 53Q: 3 clusters Score -9794368 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 88889 members 
Entering Unmasked Estep 
Score: -9794417.000000 Penalty: 5657.032227
	Iteration 54Q: 3 clusters Score -9794417 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 88946 members 
Entering Unmasked Estep 
Score: -9794455.000000 Penalty: 5657.032227
	Iteration 55Q: 3 clusters Score -9794455 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 88993 members 
Entering Unmasked Estep 
Score: -9794491.000000 Penalty: 5657.032227
	Iteration 56Q: 3 clusters Score -9794491 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 89041 members 
Entering Unmasked Estep 
Score: -9794515.000000 Penalty: 5657.032227
	Iteration 57Q: 3 clusters Score -9794515 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 89076 members 
Entering Unmasked Estep 
Score: -9794550.000000 Penalty: 5657.032227
	Iteration 58Q: 3 clusters Score -9794550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 89108 members 
Entering Unmasked Estep 
Score: -9794557.000000 Penalty: 5657.032227
	Iteration 59Q: 3 clusters Score -9794557 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 89127 members 
Entering Unmasked Estep 
Score: -9794567.000000 Penalty: 5657.032227
	Iteration 60F: 3 clusters Score -9794567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 89134 members 
Entering Unmasked Estep 
Score: -9794571.000000 Penalty: 5657.032227
	Iteration 61Q: 3 clusters Score -9794571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 89143 members 
Entering Unmasked Estep 
Score: -9794581.000000 Penalty: 5657.032227
	Iteration 62Q: 3 clusters Score -9794581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 89148 members 
Entering Unmasked Estep 
Score: -9794603.000000 Penalty: 5657.032227
	Iteration 63Q: 3 clusters Score -9794603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 89153 members 
Entering Unmasked Estep 
Score: -9794610.000000 Penalty: 5657.032227
	Iteration 64Q: 3 clusters Score -9794610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 89160 members 
Entering Unmasked Estep 
Score: -9794614.000000 Penalty: 5657.032227
	Iteration 65Q: 3 clusters Score -9794614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 89166 members 
Entering Unmasked Estep 
Score: -9794612.000000 Penalty: 5657.032227
	Iteration 66Q: 3 clusters Score -9794612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 89170 members 
Entering Unmasked Estep 
Score: -9794619.000000 Penalty: 5657.032227
	Iteration 67Q: 3 clusters Score -9794619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 89172 members 
Entering Unmasked Estep 
Score: -9794625.000000 Penalty: 5657.032227
	Iteration 68Q: 3 clusters Score -9794625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 89174 members 
Entering Unmasked Estep 
Score: -9794628.000000 Penalty: 5657.032227
	Iteration 69Q: 3 clusters Score -9794628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 89175 members 
Entering Unmasked Estep 
Score: -9794628.000000 Penalty: 5657.032227
	Iteration 70Q: 3 clusters Score -9794628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 89176 members 
Entering Unmasked Estep 
Score: -9794626.000000 Penalty: 5657.032227
	Iteration 71Q: 3 clusters Score -9794626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 89178 members 
Entering Unmasked Estep 
Score: -9794623.000000 Penalty: 5657.032227
	Iteration 72Q: 3 clusters Score -9794623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 89180 members 
Entering Unmasked Estep 
Score: -9794628.000000 Penalty: 5657.032227
	Iteration 73Q: 3 clusters Score -9794628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 89183 members 
Entering Unmasked Estep 
Score: -9794629.000000 Penalty: 5657.032227
	Iteration 74Q: 3 clusters Score -9794629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 89185 members 
Entering Unmasked Estep 
Score: -9794640.000000 Penalty: 5657.032227
	Iteration 75Q: 3 clusters Score -9794640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 89188 members 
Entering Unmasked Estep 
Score: -9794637.000000 Penalty: 5657.032227
	Iteration 76Q: 3 clusters Score -9794637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 89189 members 
Entering Unmasked Estep 
Score: -9794644.000000 Penalty: 5657.032227
	Iteration 77Q: 3 clusters Score -9794644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 89189 members 
Entering Unmasked Estep 
Score: -9794644.000000 Penalty: 5657.032227
	Iteration 78F: 3 clusters Score -9794644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Entering Unmasked Estep 
Score: -107591.421875 Penalty: 1706.844604
	Iteration 0F: 2 clusters Score -107591.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -105666.539062 Penalty: 3413.689209
	Iteration 0F: 3 clusters Score -105666.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -105920.398438 Penalty: 3413.689209
	Iteration 1F: 3 clusters Score -105920.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -105992.757812 Penalty: 3413.689209
	Iteration 2F: 3 clusters Score -105992.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -106030.335938 Penalty: 3413.689209
	Iteration 3Q: 3 clusters Score -106030.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -106055.234375 Penalty: 3413.689209
	Iteration 4Q: 3 clusters Score -106055.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -106076.335938 Penalty: 3413.689209
	Iteration 5Q: 3 clusters Score -106076.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -106096.179688 Penalty: 3413.689209
	Iteration 6Q: 3 clusters Score -106096.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -106113.671875 Penalty: 3413.689209
	Iteration 7Q: 3 clusters Score -106113.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -106120.554688 Penalty: 3413.689209
	Iteration 8Q: 3 clusters Score -106120.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -106129.609375 Penalty: 3413.689209
	Iteration 9Q: 3 clusters Score -106129.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -106138.007812 Penalty: 3413.689209
	Iteration 10Q: 3 clusters Score -106138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -106142.265625 Penalty: 3413.689209
	Iteration 11Q: 3 clusters Score -106142.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -106147.179688 Penalty: 3413.689209
	Iteration 12Q: 3 clusters Score -106147.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -106148.929688 Penalty: 3413.689209
	Iteration 13Q: 3 clusters Score -106148.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -106148.929688 Penalty: 3413.689209
	Iteration 14F: 3 clusters Score -106148.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (13730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Entering Unmasked Estep 
Score: -1513329.500000 Penalty: 2362.779785
	Iteration 0F: 2 clusters Score -1513330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1503365.875000 Penalty: 4725.559570
	Iteration 0F: 3 clusters Score -1503366 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1506542.750000 Penalty: 4725.559570
	Iteration 1F: 3 clusters Score -1506543 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1506941.125000 Penalty: 4725.559570
	Iteration 2F: 3 clusters Score -1506941 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1507263.500000 Penalty: 4725.559570
	Iteration 3Q: 3 clusters Score -1507264 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1507603.625000 Penalty: 4725.559570
	Iteration 4Q: 3 clusters Score -1507604 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1507948.500000 Penalty: 4725.559570
	Iteration 5Q: 3 clusters Score -1507948 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1508319.500000 Penalty: 4725.559570
	Iteration 6Q: 3 clusters Score -1508320 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1508747.875000 Penalty: 4725.559570
	Iteration 7Q: 3 clusters Score -1508748 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1509228.750000 Penalty: 4725.559570
	Iteration 8F: 3 clusters Score -1509229 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1509655.250000 Penalty: 4725.559570
	Iteration 9Q: 3 clusters Score -1509655 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1509983.625000 Penalty: 4725.559570
	Iteration 10Q: 3 clusters Score -1509984 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1510262.625000 Penalty: 4725.559570
	Iteration 11Q: 3 clusters Score -1510263 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1510486.375000 Penalty: 4725.559570
	Iteration 12Q: 3 clusters Score -1510486 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1510651.875000 Penalty: 4725.559570
	Iteration 13Q: 3 clusters Score -1510652 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1510775.375000 Penalty: 4725.559570
	Iteration 14Q: 3 clusters Score -1510775 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1510874.625000 Penalty: 4725.559570
	Iteration 15Q: 3 clusters Score -1510875 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1510970.750000 Penalty: 4725.559570
	Iteration 16Q: 3 clusters Score -1510971 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1511047.125000 Penalty: 4725.559570
	Iteration 17Q: 3 clusters Score -1511047 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1511101.250000 Penalty: 4725.559570
	Iteration 18Q: 3 clusters Score -1511101 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1511139.375000 Penalty: 4725.559570
	Iteration 19Q: 3 clusters Score -1511139 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1511170.875000 Penalty: 4725.559570
	Iteration 20F: 3 clusters Score -1511171 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1511201.500000 Penalty: 4725.559570
	Iteration 21Q: 3 clusters Score -1511202 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1511227.125000 Penalty: 4725.559570
	Iteration 22Q: 3 clusters Score -1511227 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1511250.625000 Penalty: 4725.559570
	Iteration 23Q: 3 clusters Score -1511251 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1511271.500000 Penalty: 4725.559570
	Iteration 24Q: 3 clusters Score -1511272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1511284.750000 Penalty: 4725.559570
	Iteration 25Q: 3 clusters Score -1511285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1511294.125000 Penalty: 4725.559570
	Iteration 26Q: 3 clusters Score -1511294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1511306.250000 Penalty: 4725.559570
	Iteration 27Q: 3 clusters Score -1511306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1511310.750000 Penalty: 4725.559570
	Iteration 28Q: 3 clusters Score -1511311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1511315.125000 Penalty: 4725.559570
	Iteration 29Q: 3 clusters Score -1511315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1511319.125000 Penalty: 4725.559570
	Iteration 30Q: 3 clusters Score -1511319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1511328.875000 Penalty: 4725.559570
	Iteration 31Q: 3 clusters Score -1511329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1511335.750000 Penalty: 4725.559570
	Iteration 32Q: 3 clusters Score -1511336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1511339.000000 Penalty: 4725.559570
	Iteration 33Q: 3 clusters Score -1511339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1511340.750000 Penalty: 4725.559570
	Iteration 34Q: 3 clusters Score -1511341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1511339.500000 Penalty: 4725.559570
	Iteration 35Q: 3 clusters Score -1511340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1511341.625000 Penalty: 4725.559570
	Iteration 36Q: 3 clusters Score -1511342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1511341.625000 Penalty: 4725.559570
	Iteration 37Q: 3 clusters Score -1511342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1511342.500000 Penalty: 4725.559570
	Iteration 38Q: 3 clusters Score -1511342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1511343.750000 Penalty: 4725.559570
	Iteration 39Q: 3 clusters Score -1511344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1511343.750000 Penalty: 4725.559570
	Iteration 40F: 3 clusters Score -1511344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Entering Unmasked Estep 
Score: -908779.250000 Penalty: 2241.160889
	Iteration 0F: 2 clusters Score -908779.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -902080.812500 Penalty: 4482.321777
	Iteration 0F: 3 clusters Score -902080.8 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -903882.125000 Penalty: 4482.321777
	Iteration 1F: 3 clusters Score -903882.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -904137.937500 Penalty: 4482.321777
	Iteration 2F: 3 clusters Score -904137.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -904304.187500 Penalty: 4482.321777
	Iteration 3Q: 3 clusters Score -904304.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -904426.125000 Penalty: 4482.321777
	Iteration 4Q: 3 clusters Score -904426.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -904517.187500 Penalty: 4482.321777
	Iteration 5Q: 3 clusters Score -904517.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -904591.500000 Penalty: 4482.321777
	Iteration 6Q: 3 clusters Score -904591.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -904661.687500 Penalty: 4482.321777
	Iteration 7Q: 3 clusters Score -904661.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -904743.750000 Penalty: 4482.321777
	Iteration 8Q: 3 clusters Score -904743.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -904823.812500 Penalty: 4482.321777
	Iteration 9Q: 3 clusters Score -904823.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -904913.187500 Penalty: 4482.321777
	Iteration 10Q: 3 clusters Score -904913.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -905020.437500 Penalty: 4482.321777
	Iteration 11Q: 3 clusters Score -905020.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -905145.687500 Penalty: 4482.321777
	Iteration 12Q: 3 clusters Score -905145.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -905284.625000 Penalty: 4482.321777
	Iteration 13Q: 3 clusters Score -905284.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -905437.250000 Penalty: 4482.321777
	Iteration 14Q: 3 clusters Score -905437.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -905612.500000 Penalty: 4482.321777
	Iteration 15Q: 3 clusters Score -905612.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -905774.375000 Penalty: 4482.321777
	Iteration 16Q: 3 clusters Score -905774.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -905926.937500 Penalty: 4482.321777
	Iteration 17Q: 3 clusters Score -905926.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -906067.125000 Penalty: 4482.321777
	Iteration 18Q: 3 clusters Score -906067.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -906174.875000 Penalty: 4482.321777
	Iteration 19Q: 3 clusters Score -906174.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -906267.187500 Penalty: 4482.321777
	Iteration 20F: 3 clusters Score -906267.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -906346.000000 Penalty: 4482.321777
	Iteration 21Q: 3 clusters Score -906346 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -906412.500000 Penalty: 4482.321777
	Iteration 22Q: 3 clusters Score -906412.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -906476.562500 Penalty: 4482.321777
	Iteration 23Q: 3 clusters Score -906476.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -906531.812500 Penalty: 4482.321777
	Iteration 24Q: 3 clusters Score -906531.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -906571.062500 Penalty: 4482.321777
	Iteration 25Q: 3 clusters Score -906571.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -906608.375000 Penalty: 4482.321777
	Iteration 26Q: 3 clusters Score -906608.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -906648.500000 Penalty: 4482.321777
	Iteration 27Q: 3 clusters Score -906648.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -906693.937500 Penalty: 4482.321777
	Iteration 28Q: 3 clusters Score -906693.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -906735.125000 Penalty: 4482.321777
	Iteration 29Q: 3 clusters Score -906735.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -906778.812500 Penalty: 4482.321777
	Iteration 30Q: 3 clusters Score -906778.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -906814.250000 Penalty: 4482.321777
	Iteration 31Q: 3 clusters Score -906814.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -906845.687500 Penalty: 4482.321777
	Iteration 32Q: 3 clusters Score -906845.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -906871.000000 Penalty: 4482.321777
	Iteration 33Q: 3 clusters Score -906871 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -906901.062500 Penalty: 4482.321777
	Iteration 34Q: 3 clusters Score -906901.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -906920.937500 Penalty: 4482.321777
	Iteration 35Q: 3 clusters Score -906920.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -906942.562500 Penalty: 4482.321777
	Iteration 36Q: 3 clusters Score -906942.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -906959.250000 Penalty: 4482.321777
	Iteration 37Q: 3 clusters Score -906959.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -906978.750000 Penalty: 4482.321777
	Iteration 38Q: 3 clusters Score -906978.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -906994.375000 Penalty: 4482.321777
	Iteration 39Q: 3 clusters Score -906994.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -907002.250000 Penalty: 4482.321777
	Iteration 40F: 3 clusters Score -907002.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -907015.437500 Penalty: 4482.321777
	Iteration 41Q: 3 clusters Score -907015.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -907022.562500 Penalty: 4482.321777
	Iteration 42Q: 3 clusters Score -907022.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -907026.062500 Penalty: 4482.321777
	Iteration 43Q: 3 clusters Score -907026.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -907026.187500 Penalty: 4482.321777
	Iteration 44Q: 3 clusters Score -907026.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -907029.000000 Penalty: 4482.321777
	Iteration 45Q: 3 clusters Score -907029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -907028.250000 Penalty: 4482.321777
	Iteration 46Q: 3 clusters Score -907028.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -907027.812500 Penalty: 4482.321777
	Iteration 47Q: 3 clusters Score -907027.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -907028.500000 Penalty: 4482.321777
	Iteration 48Q: 3 clusters Score -907028.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -907029.375000 Penalty: 4482.321777
	Iteration 49Q: 3 clusters Score -907029.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -907031.125000 Penalty: 4482.321777
	Iteration 50Q: 3 clusters Score -907031.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -907031.500000 Penalty: 4482.321777
	Iteration 51Q: 3 clusters Score -907031.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -907031.500000 Penalty: 4482.321777
	Iteration 52Q: 3 clusters Score -907031.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -907033.875000 Penalty: 4482.321777
	Iteration 53Q: 3 clusters Score -907033.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -907032.875000 Penalty: 4482.321777
	Iteration 54Q: 3 clusters Score -907032.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -907032.875000 Penalty: 4482.321777
	Iteration 55F: 3 clusters Score -907032.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Entering Unmasked Estep 
Score: -507870.968750 Penalty: 2133.135010
	Iteration 0F: 2 clusters Score -507871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -503141.187500 Penalty: 4266.270020
	Iteration 0F: 3 clusters Score -503141.2 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -504436.281250 Penalty: 4266.270020
	Iteration 1F: 3 clusters Score -504436.3 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -504790.156250 Penalty: 4266.270020
	Iteration 2F: 3 clusters Score -504790.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -505119.031250 Penalty: 4266.270020
	Iteration 3F: 3 clusters Score -505119 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -505397.187500 Penalty: 4266.270020
	Iteration 4F: 3 clusters Score -505397.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -505650.500000 Penalty: 4266.270020
	Iteration 5F: 3 clusters Score -505650.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -505851.031250 Penalty: 4266.270020
	Iteration 6Q: 3 clusters Score -505851 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -506001.718750 Penalty: 4266.270020
	Iteration 7Q: 3 clusters Score -506001.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -506085.406250 Penalty: 4266.270020
	Iteration 8Q: 3 clusters Score -506085.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -506139.343750 Penalty: 4266.270020
	Iteration 9Q: 3 clusters Score -506139.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -506185.750000 Penalty: 4266.270020
	Iteration 10Q: 3 clusters Score -506185.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -506227.906250 Penalty: 4266.270020
	Iteration 11Q: 3 clusters Score -506227.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -506258.218750 Penalty: 4266.270020
	Iteration 12Q: 3 clusters Score -506258.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -506284.468750 Penalty: 4266.270020
	Iteration 13Q: 3 clusters Score -506284.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -506314.312500 Penalty: 4266.270020
	Iteration 14Q: 3 clusters Score -506314.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -506334.281250 Penalty: 4266.270020
	Iteration 15Q: 3 clusters Score -506334.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -506357.593750 Penalty: 4266.270020
	Iteration 16Q: 3 clusters Score -506357.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -506381.343750 Penalty: 4266.270020
	Iteration 17Q: 3 clusters Score -506381.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -506397.343750 Penalty: 4266.270020
	Iteration 18Q: 3 clusters Score -506397.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -506409.093750 Penalty: 4266.270020
	Iteration 19Q: 3 clusters Score -506409.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -506420.968750 Penalty: 4266.270020
	Iteration 20F: 3 clusters Score -506421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -506429.031250 Penalty: 4266.270020
	Iteration 21Q: 3 clusters Score -506429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -506432.281250 Penalty: 4266.270020
	Iteration 22Q: 3 clusters Score -506432.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -506440.031250 Penalty: 4266.270020
	Iteration 23Q: 3 clusters Score -506440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -506448.531250 Penalty: 4266.270020
	Iteration 24Q: 3 clusters Score -506448.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -506455.437500 Penalty: 4266.270020
	Iteration 25Q: 3 clusters Score -506455.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -506460.375000 Penalty: 4266.270020
	Iteration 26Q: 3 clusters Score -506460.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -506463.437500 Penalty: 4266.270020
	Iteration 27Q: 3 clusters Score -506463.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -506467.125000 Penalty: 4266.270020
	Iteration 28Q: 3 clusters Score -506467.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -506469.093750 Penalty: 4266.270020
	Iteration 29Q: 3 clusters Score -506469.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -506469.250000 Penalty: 4266.270020
	Iteration 30Q: 3 clusters Score -506469.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -506469.812500 Penalty: 4266.270020
	Iteration 31Q: 3 clusters Score -506469.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -506470.375000 Penalty: 4266.270020
	Iteration 32Q: 3 clusters Score -506470.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -506470.937500 Penalty: 4266.270020
	Iteration 33Q: 3 clusters Score -506470.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -506471.375000 Penalty: 4266.270020
	Iteration 34Q: 3 clusters Score -506471.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -506471.593750 Penalty: 4266.270020
	Iteration 35Q: 3 clusters Score -506471.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -506471.593750 Penalty: 4266.270020
	Iteration 36F: 3 clusters Score -506471.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Entering Unmasked Estep 
Score: -527646.750000 Penalty: 2103.222656
	Iteration 0F: 2 clusters Score -527646.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -523186.937500 Penalty: 4206.445312
	Iteration 0F: 3 clusters Score -523186.9 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -524209.906250 Penalty: 4206.445312
	Iteration 1F: 3 clusters Score -524209.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -524403.250000 Penalty: 4206.445312
	Iteration 2F: 3 clusters Score -524403.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -524523.000000 Penalty: 4206.445312
	Iteration 3Q: 3 clusters Score -524523 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -524611.312500 Penalty: 4206.445312
	Iteration 4Q: 3 clusters Score -524611.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -524676.500000 Penalty: 4206.445312
	Iteration 5Q: 3 clusters Score -524676.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -524727.187500 Penalty: 4206.445312
	Iteration 6Q: 3 clusters Score -524727.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -524767.187500 Penalty: 4206.445312
	Iteration 7Q: 3 clusters Score -524767.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -524802.750000 Penalty: 4206.445312
	Iteration 8Q: 3 clusters Score -524802.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -524837.062500 Penalty: 4206.445312
	Iteration 9Q: 3 clusters Score -524837.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -524861.687500 Penalty: 4206.445312
	Iteration 10Q: 3 clusters Score -524861.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -524881.562500 Penalty: 4206.445312
	Iteration 11Q: 3 clusters Score -524881.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -524897.750000 Penalty: 4206.445312
	Iteration 12Q: 3 clusters Score -524897.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -524909.937500 Penalty: 4206.445312
	Iteration 13Q: 3 clusters Score -524909.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -524921.500000 Penalty: 4206.445312
	Iteration 14Q: 3 clusters Score -524921.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -524933.562500 Penalty: 4206.445312
	Iteration 15Q: 3 clusters Score -524933.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -524942.687500 Penalty: 4206.445312
	Iteration 16Q: 3 clusters Score -524942.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -524953.062500 Penalty: 4206.445312
	Iteration 17Q: 3 clusters Score -524953.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -524963.562500 Penalty: 4206.445312
	Iteration 18Q: 3 clusters Score -524963.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -524972.125000 Penalty: 4206.445312
	Iteration 19Q: 3 clusters Score -524972.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -524979.500000 Penalty: 4206.445312
	Iteration 20F: 3 clusters Score -524979.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -524991.750000 Penalty: 4206.445312
	Iteration 21Q: 3 clusters Score -524991.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -525005.000000 Penalty: 4206.445312
	Iteration 22Q: 3 clusters Score -525005 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -525019.000000 Penalty: 4206.445312
	Iteration 23Q: 3 clusters Score -525019 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -525028.375000 Penalty: 4206.445312
	Iteration 24Q: 3 clusters Score -525028.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -525038.250000 Penalty: 4206.445312
	Iteration 25Q: 3 clusters Score -525038.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -525047.312500 Penalty: 4206.445312
	Iteration 26Q: 3 clusters Score -525047.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -525055.187500 Penalty: 4206.445312
	Iteration 27Q: 3 clusters Score -525055.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -525059.625000 Penalty: 4206.445312
	Iteration 28Q: 3 clusters Score -525059.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -525066.187500 Penalty: 4206.445312
	Iteration 29Q: 3 clusters Score -525066.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -525070.937500 Penalty: 4206.445312
	Iteration 30Q: 3 clusters Score -525070.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -525078.375000 Penalty: 4206.445312
	Iteration 31Q: 3 clusters Score -525078.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -525083.500000 Penalty: 4206.445312
	Iteration 32Q: 3 clusters Score -525083.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -525092.937500 Penalty: 4206.445312
	Iteration 33Q: 3 clusters Score -525092.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -525101.437500 Penalty: 4206.445312
	Iteration 34Q: 3 clusters Score -525101.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -525111.687500 Penalty: 4206.445312
	Iteration 35Q: 3 clusters Score -525111.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -525119.187500 Penalty: 4206.445312
	Iteration 36Q: 3 clusters Score -525119.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -525124.875000 Penalty: 4206.445312
	Iteration 37Q: 3 clusters Score -525124.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -525130.750000 Penalty: 4206.445312
	Iteration 38Q: 3 clusters Score -525130.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -525133.687500 Penalty: 4206.445312
	Iteration 39Q: 3 clusters Score -525133.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -525137.062500 Penalty: 4206.445312
	Iteration 40F: 3 clusters Score -525137.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -525140.937500 Penalty: 4206.445312
	Iteration 41Q: 3 clusters Score -525140.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -525143.312500 Penalty: 4206.445312
	Iteration 42Q: 3 clusters Score -525143.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -525149.562500 Penalty: 4206.445312
	Iteration 43Q: 3 clusters Score -525149.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -525154.250000 Penalty: 4206.445312
	Iteration 44Q: 3 clusters Score -525154.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -525160.625000 Penalty: 4206.445312
	Iteration 45Q: 3 clusters Score -525160.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -525166.437500 Penalty: 4206.445312
	Iteration 46Q: 3 clusters Score -525166.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -525173.062500 Penalty: 4206.445312
	Iteration 47Q: 3 clusters Score -525173.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -525178.375000 Penalty: 4206.445312
	Iteration 48Q: 3 clusters Score -525178.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -525183.000000 Penalty: 4206.445312
	Iteration 49Q: 3 clusters Score -525183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -525188.125000 Penalty: 4206.445312
	Iteration 50Q: 3 clusters Score -525188.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -525195.500000 Penalty: 4206.445312
	Iteration 51Q: 3 clusters Score -525195.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -525204.625000 Penalty: 4206.445312
	Iteration 52Q: 3 clusters Score -525204.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -525214.812500 Penalty: 4206.445312
	Iteration 53Q: 3 clusters Score -525214.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -525224.062500 Penalty: 4206.445312
	Iteration 54Q: 3 clusters Score -525224.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -525232.937500 Penalty: 4206.445312
	Iteration 55Q: 3 clusters Score -525232.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -525242.687500 Penalty: 4206.445312
	Iteration 56Q: 3 clusters Score -525242.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -525249.687500 Penalty: 4206.445312
	Iteration 57Q: 3 clusters Score -525249.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -525256.937500 Penalty: 4206.445312
	Iteration 58Q: 3 clusters Score -525256.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -525264.062500 Penalty: 4206.445312
	Iteration 59Q: 3 clusters Score -525264.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -525271.437500 Penalty: 4206.445312
	Iteration 60F: 3 clusters Score -525271.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -525281.250000 Penalty: 4206.445312
	Iteration 61Q: 3 clusters Score -525281.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -525294.375000 Penalty: 4206.445312
	Iteration 62Q: 3 clusters Score -525294.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -525305.750000 Penalty: 4206.445312
	Iteration 63Q: 3 clusters Score -525305.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -525316.375000 Penalty: 4206.445312
	Iteration 64Q: 3 clusters Score -525316.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -525327.937500 Penalty: 4206.445312
	Iteration 65Q: 3 clusters Score -525327.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -525339.125000 Penalty: 4206.445312
	Iteration 66Q: 3 clusters Score -525339.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -525355.312500 Penalty: 4206.445312
	Iteration 67Q: 3 clusters Score -525355.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -525372.000000 Penalty: 4206.445312
	Iteration 68Q: 3 clusters Score -525372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -525389.437500 Penalty: 4206.445312
	Iteration 69Q: 3 clusters Score -525389.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -525409.562500 Penalty: 4206.445312
	Iteration 70Q: 3 clusters Score -525409.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -525431.062500 Penalty: 4206.445312
	Iteration 71Q: 3 clusters Score -525431.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -525449.500000 Penalty: 4206.445312
	Iteration 72Q: 3 clusters Score -525449.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -525474.875000 Penalty: 4206.445312
	Iteration 73Q: 3 clusters Score -525474.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -525500.625000 Penalty: 4206.445312
	Iteration 74Q: 3 clusters Score -525500.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -525528.937500 Penalty: 4206.445312
	Iteration 75Q: 3 clusters Score -525528.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -525561.937500 Penalty: 4206.445312
	Iteration 76Q: 3 clusters Score -525561.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -525583.750000 Penalty: 4206.445312
	Iteration 77Q: 3 clusters Score -525583.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -525603.625000 Penalty: 4206.445312
	Iteration 78Q: 3 clusters Score -525603.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -525623.187500 Penalty: 4206.445312
	Iteration 79Q: 3 clusters Score -525623.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -525642.187500 Penalty: 4206.445312
	Iteration 80F: 3 clusters Score -525642.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -525666.250000 Penalty: 4206.445312
	Iteration 81Q: 3 clusters Score -525666.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -525686.250000 Penalty: 4206.445312
	Iteration 82Q: 3 clusters Score -525686.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -525703.937500 Penalty: 4206.445312
	Iteration 83Q: 3 clusters Score -525703.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -525714.187500 Penalty: 4206.445312
	Iteration 84Q: 3 clusters Score -525714.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -525725.625000 Penalty: 4206.445312
	Iteration 85Q: 3 clusters Score -525725.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -525733.500000 Penalty: 4206.445312
	Iteration 86Q: 3 clusters Score -525733.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -525738.687500 Penalty: 4206.445312
	Iteration 87Q: 3 clusters Score -525738.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -525743.875000 Penalty: 4206.445312
	Iteration 88Q: 3 clusters Score -525743.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -525746.500000 Penalty: 4206.445312
	Iteration 89Q: 3 clusters Score -525746.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -525750.812500 Penalty: 4206.445312
	Iteration 90Q: 3 clusters Score -525750.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -525754.250000 Penalty: 4206.445312
	Iteration 91Q: 3 clusters Score -525754.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -525758.500000 Penalty: 4206.445312
	Iteration 92Q: 3 clusters Score -525758.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -525762.250000 Penalty: 4206.445312
	Iteration 93Q: 3 clusters Score -525762.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -525769.937500 Penalty: 4206.445312
	Iteration 94Q: 3 clusters Score -525769.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -525782.687500 Penalty: 4206.445312
	Iteration 95Q: 3 clusters Score -525782.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -525788.687500 Penalty: 4206.445312
	Iteration 96Q: 3 clusters Score -525788.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -525793.375000 Penalty: 4206.445312
	Iteration 97Q: 3 clusters Score -525793.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -525794.812500 Penalty: 4206.445312
	Iteration 98Q: 3 clusters Score -525794.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -525796.750000 Penalty: 4206.445312
	Iteration 99Q: 3 clusters Score -525796.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -525797.500000 Penalty: 4206.445312
	Iteration 100F: 3 clusters Score -525797.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -525801.687500 Penalty: 4206.445312
	Iteration 101Q: 3 clusters Score -525801.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -525802.312500 Penalty: 4206.445312
	Iteration 102Q: 3 clusters Score -525802.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -525804.250000 Penalty: 4206.445312
	Iteration 103Q: 3 clusters Score -525804.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -525806.187500 Penalty: 4206.445312
	Iteration 104Q: 3 clusters Score -525806.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -525809.687500 Penalty: 4206.445312
	Iteration 105Q: 3 clusters Score -525809.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -525812.625000 Penalty: 4206.445312
	Iteration 106Q: 3 clusters Score -525812.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -525816.562500 Penalty: 4206.445312
	Iteration 107Q: 3 clusters Score -525816.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -525818.562500 Penalty: 4206.445312
	Iteration 108Q: 3 clusters Score -525818.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -525818.812500 Penalty: 4206.445312
	Iteration 109Q: 3 clusters Score -525818.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -525819.000000 Penalty: 4206.445312
	Iteration 110Q: 3 clusters Score -525819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -525819.000000 Penalty: 4206.445312
	Iteration 111F: 3 clusters Score -525819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -47430.054688 Penalty: 1535.198242
	Iteration 0F: 2 clusters Score -47430.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -45958.238281 Penalty: 3070.396484
	Iteration 0F: 3 clusters Score -45958.24 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46205.472656 Penalty: 3070.396484
	Iteration 1F: 3 clusters Score -46205.47 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -46283.847656 Penalty: 3070.396484
	Iteration 2F: 3 clusters Score -46283.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -46309.898438 Penalty: 3070.396484
	Iteration 3Q: 3 clusters Score -46309.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -46335.312500 Penalty: 3070.396484
	Iteration 4Q: 3 clusters Score -46335.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -46343.753906 Penalty: 3070.396484
	Iteration 5Q: 3 clusters Score -46343.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -46353.582031 Penalty: 3070.396484
	Iteration 6Q: 3 clusters Score -46353.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -46463.539062 Penalty: 3070.396484
	Iteration 7Q: 3 clusters Score -46463.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -46478.226562 Penalty: 3070.396484
	Iteration 8Q: 3 clusters Score -46478.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -46490.144531 Penalty: 3070.396484
	Iteration 9Q: 3 clusters Score -46490.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -46508.031250 Penalty: 3070.396484
	Iteration 10Q: 3 clusters Score -46508.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -46519.441406 Penalty: 3070.396484
	Iteration 11Q: 3 clusters Score -46519.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -46530.277344 Penalty: 3070.396484
	Iteration 12Q: 3 clusters Score -46530.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -46540.183594 Penalty: 3070.396484
	Iteration 13Q: 3 clusters Score -46540.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -46546.546875 Penalty: 3070.396484
	Iteration 14Q: 3 clusters Score -46546.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -46546.546875 Penalty: 3070.396484
	Iteration 15F: 3 clusters Score -46546.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (14065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Entering Unmasked Estep 
Score: -1021371.062500 Penalty: 2368.758301
	Iteration 0F: 2 clusters Score -1021371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1011158.312500 Penalty: 4737.516602
	Iteration 0F: 3 clusters Score -1011158 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1014796.875000 Penalty: 4737.516602
	Iteration 1F: 3 clusters Score -1014797 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1015442.500000 Penalty: 4737.516602
	Iteration 2F: 3 clusters Score -1015442 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1016059.312500 Penalty: 4737.516602
	Iteration 3F: 3 clusters Score -1016059 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1016685.437500 Penalty: 4737.516602
	Iteration 4F: 3 clusters Score -1016685 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1017303.312500 Penalty: 4737.516602
	Iteration 5F: 3 clusters Score -1017303 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1017797.062500 Penalty: 4737.516602
	Iteration 6F: 3 clusters Score -1017797 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1018236.687500 Penalty: 4737.516602
	Iteration 7Q: 3 clusters Score -1018237 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1018639.187500 Penalty: 4737.516602
	Iteration 8Q: 3 clusters Score -1018639 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1018958.937500 Penalty: 4737.516602
	Iteration 9Q: 3 clusters Score -1018959 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1019232.812500 Penalty: 4737.516602
	Iteration 10Q: 3 clusters Score -1019233 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1019480.125000 Penalty: 4737.516602
	Iteration 11Q: 3 clusters Score -1019480 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1019704.625000 Penalty: 4737.516602
	Iteration 12Q: 3 clusters Score -1019705 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1019879.000000 Penalty: 4737.516602
	Iteration 13Q: 3 clusters Score -1019879 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1020015.437500 Penalty: 4737.516602
	Iteration 14Q: 3 clusters Score -1020015 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1020113.875000 Penalty: 4737.516602
	Iteration 15Q: 3 clusters Score -1020114 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1020193.250000 Penalty: 4737.516602
	Iteration 16Q: 3 clusters Score -1020193 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1020254.500000 Penalty: 4737.516602
	Iteration 17Q: 3 clusters Score -1020254 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1020303.500000 Penalty: 4737.516602
	Iteration 18Q: 3 clusters Score -1020304 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1020351.250000 Penalty: 4737.516602
	Iteration 19Q: 3 clusters Score -1020351 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1020389.437500 Penalty: 4737.516602
	Iteration 20F: 3 clusters Score -1020389 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1020419.375000 Penalty: 4737.516602
	Iteration 21Q: 3 clusters Score -1020419 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1020446.500000 Penalty: 4737.516602
	Iteration 22Q: 3 clusters Score -1020446 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1020465.375000 Penalty: 4737.516602
	Iteration 23Q: 3 clusters Score -1020465 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1020485.062500 Penalty: 4737.516602
	Iteration 24Q: 3 clusters Score -1020485 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1020504.500000 Penalty: 4737.516602
	Iteration 25Q: 3 clusters Score -1020504 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1020516.750000 Penalty: 4737.516602
	Iteration 26Q: 3 clusters Score -1020517 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1020529.250000 Penalty: 4737.516602
	Iteration 27Q: 3 clusters Score -1020529 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1020537.875000 Penalty: 4737.516602
	Iteration 28Q: 3 clusters Score -1020538 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1020552.312500 Penalty: 4737.516602
	Iteration 29Q: 3 clusters Score -1020552 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1020564.625000 Penalty: 4737.516602
	Iteration 30Q: 3 clusters Score -1020565 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1020573.750000 Penalty: 4737.516602
	Iteration 31Q: 3 clusters Score -1020574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1020576.312500 Penalty: 4737.516602
	Iteration 32Q: 3 clusters Score -1020576 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1020586.250000 Penalty: 4737.516602
	Iteration 33Q: 3 clusters Score -1020586 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1020593.500000 Penalty: 4737.516602
	Iteration 34Q: 3 clusters Score -1020594 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1020602.062500 Penalty: 4737.516602
	Iteration 35Q: 3 clusters Score -1020602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1020603.937500 Penalty: 4737.516602
	Iteration 36Q: 3 clusters Score -1020604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1020608.937500 Penalty: 4737.516602
	Iteration 37Q: 3 clusters Score -1020609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1020608.500000 Penalty: 4737.516602
	Iteration 38Q: 3 clusters Score -1020608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1020612.562500 Penalty: 4737.516602
	Iteration 39Q: 3 clusters Score -1020613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1020614.375000 Penalty: 4737.516602
	Iteration 40F: 3 clusters Score -1020614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1020615.187500 Penalty: 4737.516602
	Iteration 41Q: 3 clusters Score -1020615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1020615.625000 Penalty: 4737.516602
	Iteration 42Q: 3 clusters Score -1020616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1020618.375000 Penalty: 4737.516602
	Iteration 43Q: 3 clusters Score -1020618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1020615.375000 Penalty: 4737.516602
	Iteration 44Q: 3 clusters Score -1020615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1020616.312500 Penalty: 4737.516602
	Iteration 45Q: 3 clusters Score -1020616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1020618.250000 Penalty: 4737.516602
	Iteration 46Q: 3 clusters Score -1020618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1020616.375000 Penalty: 4737.516602
	Iteration 47Q: 3 clusters Score -1020616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1020616.375000 Penalty: 4737.516602
	Iteration 48F: 3 clusters Score -1020616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Entering Unmasked Estep 
Score: -935355.437500 Penalty: 2271.025635
	Iteration 0F: 2 clusters Score -935355.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -928044.000000 Penalty: 4542.051270
	Iteration 0F: 3 clusters Score -928044 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -930252.437500 Penalty: 4542.051270
	Iteration 1F: 3 clusters Score -930252.4 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -930699.750000 Penalty: 4542.051270
	Iteration 2F: 3 clusters Score -930699.8 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -931052.625000 Penalty: 4542.051270
	Iteration 3F: 3 clusters Score -931052.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -931332.687500 Penalty: 4542.051270
	Iteration 4F: 3 clusters Score -931332.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -931569.187500 Penalty: 4542.051270
	Iteration 5Q: 3 clusters Score -931569.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -931778.375000 Penalty: 4542.051270
	Iteration 6Q: 3 clusters Score -931778.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -931941.750000 Penalty: 4542.051270
	Iteration 7Q: 3 clusters Score -931941.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -932073.312500 Penalty: 4542.051270
	Iteration 8Q: 3 clusters Score -932073.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -932184.125000 Penalty: 4542.051270
	Iteration 9Q: 3 clusters Score -932184.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -932281.625000 Penalty: 4542.051270
	Iteration 10Q: 3 clusters Score -932281.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -932358.250000 Penalty: 4542.051270
	Iteration 11Q: 3 clusters Score -932358.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -932424.250000 Penalty: 4542.051270
	Iteration 12Q: 3 clusters Score -932424.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -932474.875000 Penalty: 4542.051270
	Iteration 13Q: 3 clusters Score -932474.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -932528.875000 Penalty: 4542.051270
	Iteration 14Q: 3 clusters Score -932528.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -932574.125000 Penalty: 4542.051270
	Iteration 15Q: 3 clusters Score -932574.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -932620.687500 Penalty: 4542.051270
	Iteration 16Q: 3 clusters Score -932620.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -932671.250000 Penalty: 4542.051270
	Iteration 17Q: 3 clusters Score -932671.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -932701.687500 Penalty: 4542.051270
	Iteration 18Q: 3 clusters Score -932701.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -932730.000000 Penalty: 4542.051270
	Iteration 19Q: 3 clusters Score -932730 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -932753.750000 Penalty: 4542.051270
	Iteration 20F: 3 clusters Score -932753.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -932765.187500 Penalty: 4542.051270
	Iteration 21Q: 3 clusters Score -932765.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -932781.937500 Penalty: 4542.051270
	Iteration 22Q: 3 clusters Score -932781.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -932793.062500 Penalty: 4542.051270
	Iteration 23Q: 3 clusters Score -932793.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -932808.062500 Penalty: 4542.051270
	Iteration 24Q: 3 clusters Score -932808.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -932823.250000 Penalty: 4542.051270
	Iteration 25Q: 3 clusters Score -932823.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -932837.875000 Penalty: 4542.051270
	Iteration 26Q: 3 clusters Score -932837.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -932850.250000 Penalty: 4542.051270
	Iteration 27Q: 3 clusters Score -932850.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -932863.875000 Penalty: 4542.051270
	Iteration 28Q: 3 clusters Score -932863.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -932870.125000 Penalty: 4542.051270
	Iteration 29Q: 3 clusters Score -932870.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -932884.062500 Penalty: 4542.051270
	Iteration 30Q: 3 clusters Score -932884.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -932896.312500 Penalty: 4542.051270
	Iteration 31Q: 3 clusters Score -932896.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -932907.500000 Penalty: 4542.051270
	Iteration 32Q: 3 clusters Score -932907.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -932920.312500 Penalty: 4542.051270
	Iteration 33Q: 3 clusters Score -932920.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -932928.750000 Penalty: 4542.051270
	Iteration 34Q: 3 clusters Score -932928.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -932941.437500 Penalty: 4542.051270
	Iteration 35Q: 3 clusters Score -932941.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -932954.250000 Penalty: 4542.051270
	Iteration 36Q: 3 clusters Score -932954.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -932968.250000 Penalty: 4542.051270
	Iteration 37Q: 3 clusters Score -932968.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -932978.562500 Penalty: 4542.051270
	Iteration 38Q: 3 clusters Score -932978.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -932991.000000 Penalty: 4542.051270
	Iteration 39Q: 3 clusters Score -932991 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -933000.625000 Penalty: 4542.051270
	Iteration 40F: 3 clusters Score -933000.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -933011.812500 Penalty: 4542.051270
	Iteration 41Q: 3 clusters Score -933011.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -933024.187500 Penalty: 4542.051270
	Iteration 42Q: 3 clusters Score -933024.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -933036.312500 Penalty: 4542.051270
	Iteration 43Q: 3 clusters Score -933036.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -933046.625000 Penalty: 4542.051270
	Iteration 44Q: 3 clusters Score -933046.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -933061.000000 Penalty: 4542.051270
	Iteration 45Q: 3 clusters Score -933061 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -933081.812500 Penalty: 4542.051270
	Iteration 46Q: 3 clusters Score -933081.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -933100.187500 Penalty: 4542.051270
	Iteration 47Q: 3 clusters Score -933100.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -933122.437500 Penalty: 4542.051270
	Iteration 48Q: 3 clusters Score -933122.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -933147.562500 Penalty: 4542.051270
	Iteration 49Q: 3 clusters Score -933147.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -933177.750000 Penalty: 4542.051270
	Iteration 50Q: 3 clusters Score -933177.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -933201.750000 Penalty: 4542.051270
	Iteration 51Q: 3 clusters Score -933201.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -933222.375000 Penalty: 4542.051270
	Iteration 52Q: 3 clusters Score -933222.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -933244.750000 Penalty: 4542.051270
	Iteration 53Q: 3 clusters Score -933244.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -933269.937500 Penalty: 4542.051270
	Iteration 54Q: 3 clusters Score -933269.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -933301.000000 Penalty: 4542.051270
	Iteration 55Q: 3 clusters Score -933301 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -933329.312500 Penalty: 4542.051270
	Iteration 56Q: 3 clusters Score -933329.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -933356.562500 Penalty: 4542.051270
	Iteration 57Q: 3 clusters Score -933356.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -933372.187500 Penalty: 4542.051270
	Iteration 58Q: 3 clusters Score -933372.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -933384.062500 Penalty: 4542.051270
	Iteration 59Q: 3 clusters Score -933384.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -933401.937500 Penalty: 4542.051270
	Iteration 60F: 3 clusters Score -933401.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -933419.000000 Penalty: 4542.051270
	Iteration 61Q: 3 clusters Score -933419 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -933437.000000 Penalty: 4542.051270
	Iteration 62Q: 3 clusters Score -933437 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -933447.125000 Penalty: 4542.051270
	Iteration 63Q: 3 clusters Score -933447.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -933458.875000 Penalty: 4542.051270
	Iteration 64Q: 3 clusters Score -933458.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -933466.187500 Penalty: 4542.051270
	Iteration 65Q: 3 clusters Score -933466.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -933477.937500 Penalty: 4542.051270
	Iteration 66Q: 3 clusters Score -933477.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -933487.812500 Penalty: 4542.051270
	Iteration 67Q: 3 clusters Score -933487.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -933502.812500 Penalty: 4542.051270
	Iteration 68Q: 3 clusters Score -933502.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -933516.875000 Penalty: 4542.051270
	Iteration 69Q: 3 clusters Score -933516.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -933537.437500 Penalty: 4542.051270
	Iteration 70Q: 3 clusters Score -933537.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -933550.062500 Penalty: 4542.051270
	Iteration 71Q: 3 clusters Score -933550.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -933559.562500 Penalty: 4542.051270
	Iteration 72Q: 3 clusters Score -933559.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -933572.125000 Penalty: 4542.051270
	Iteration 73Q: 3 clusters Score -933572.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -933580.125000 Penalty: 4542.051270
	Iteration 74Q: 3 clusters Score -933580.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -933588.812500 Penalty: 4542.051270
	Iteration 75Q: 3 clusters Score -933588.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -933601.437500 Penalty: 4542.051270
	Iteration 76Q: 3 clusters Score -933601.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -933612.125000 Penalty: 4542.051270
	Iteration 77Q: 3 clusters Score -933612.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -933618.187500 Penalty: 4542.051270
	Iteration 78Q: 3 clusters Score -933618.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -933621.437500 Penalty: 4542.051270
	Iteration 79Q: 3 clusters Score -933621.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -933622.750000 Penalty: 4542.051270
	Iteration 80F: 3 clusters Score -933622.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -933628.875000 Penalty: 4542.051270
	Iteration 81Q: 3 clusters Score -933628.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -933631.000000 Penalty: 4542.051270
	Iteration 82Q: 3 clusters Score -933631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -933635.812500 Penalty: 4542.051270
	Iteration 83Q: 3 clusters Score -933635.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -933638.937500 Penalty: 4542.051270
	Iteration 84Q: 3 clusters Score -933638.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -933641.937500 Penalty: 4542.051270
	Iteration 85Q: 3 clusters Score -933641.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -933643.875000 Penalty: 4542.051270
	Iteration 86Q: 3 clusters Score -933643.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -933650.000000 Penalty: 4542.051270
	Iteration 87Q: 3 clusters Score -933650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -933654.500000 Penalty: 4542.051270
	Iteration 88Q: 3 clusters Score -933654.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -933659.250000 Penalty: 4542.051270
	Iteration 89Q: 3 clusters Score -933659.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -933662.375000 Penalty: 4542.051270
	Iteration 90Q: 3 clusters Score -933662.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -933667.062500 Penalty: 4542.051270
	Iteration 91Q: 3 clusters Score -933667.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -933667.562500 Penalty: 4542.051270
	Iteration 92Q: 3 clusters Score -933667.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -933667.875000 Penalty: 4542.051270
	Iteration 93Q: 3 clusters Score -933667.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -933669.125000 Penalty: 4542.051270
	Iteration 94Q: 3 clusters Score -933669.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -933669.687500 Penalty: 4542.051270
	Iteration 95Q: 3 clusters Score -933669.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -933670.062500 Penalty: 4542.051270
	Iteration 96Q: 3 clusters Score -933670.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -933670.437500 Penalty: 4542.051270
	Iteration 97Q: 3 clusters Score -933670.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -933671.062500 Penalty: 4542.051270
	Iteration 98Q: 3 clusters Score -933671.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -933672.125000 Penalty: 4542.051270
	Iteration 99Q: 3 clusters Score -933672.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -933672.375000 Penalty: 4542.051270
	Iteration 100F: 3 clusters Score -933672.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -933673.187500 Penalty: 4542.051270
	Iteration 101Q: 3 clusters Score -933673.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -933674.625000 Penalty: 4542.051270
	Iteration 102Q: 3 clusters Score -933674.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -933675.312500 Penalty: 4542.051270
	Iteration 103Q: 3 clusters Score -933675.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -933676.312500 Penalty: 4542.051270
	Iteration 104Q: 3 clusters Score -933676.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -933677.562500 Penalty: 4542.051270
	Iteration 105Q: 3 clusters Score -933677.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -933677.562500 Penalty: 4542.051270
	Iteration 106F: 3 clusters Score -933677.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Entering Unmasked Estep 
Score: -1134024.500000 Penalty: 2296.901367
	Iteration 0F: 2 clusters Score -1134024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1126033.625000 Penalty: 4593.802734
	Iteration 0F: 3 clusters Score -1126034 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1128398.500000 Penalty: 4593.802734
	Iteration 1F: 3 clusters Score -1128398 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1128759.750000 Penalty: 4593.802734
	Iteration 2F: 3 clusters Score -1128760 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1129045.500000 Penalty: 4593.802734
	Iteration 3F: 3 clusters Score -1129046 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1129341.000000 Penalty: 4593.802734
	Iteration 4Q: 3 clusters Score -1129341 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1129668.375000 Penalty: 4593.802734
	Iteration 5Q: 3 clusters Score -1129668 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1130063.375000 Penalty: 4593.802734
	Iteration 6Q: 3 clusters Score -1130063 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1130511.500000 Penalty: 4593.802734
	Iteration 7Q: 3 clusters Score -1130512 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1130961.875000 Penalty: 4593.802734
	Iteration 8Q: 3 clusters Score -1130962 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1131339.375000 Penalty: 4593.802734
	Iteration 9Q: 3 clusters Score -1131339 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1131620.375000 Penalty: 4593.802734
	Iteration 10Q: 3 clusters Score -1131620 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1131849.125000 Penalty: 4593.802734
	Iteration 11Q: 3 clusters Score -1131849 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1132019.000000 Penalty: 4593.802734
	Iteration 12Q: 3 clusters Score -1132019 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1132139.250000 Penalty: 4593.802734
	Iteration 13Q: 3 clusters Score -1132139 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1132224.125000 Penalty: 4593.802734
	Iteration 14Q: 3 clusters Score -1132224 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1132296.375000 Penalty: 4593.802734
	Iteration 15Q: 3 clusters Score -1132296 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1132362.500000 Penalty: 4593.802734
	Iteration 16Q: 3 clusters Score -1132362 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1132404.500000 Penalty: 4593.802734
	Iteration 17Q: 3 clusters Score -1132404 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1132428.500000 Penalty: 4593.802734
	Iteration 18Q: 3 clusters Score -1132428 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1132466.000000 Penalty: 4593.802734
	Iteration 19Q: 3 clusters Score -1132466 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1132505.750000 Penalty: 4593.802734
	Iteration 20F: 3 clusters Score -1132506 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1132550.625000 Penalty: 4593.802734
	Iteration 21Q: 3 clusters Score -1132551 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1132587.125000 Penalty: 4593.802734
	Iteration 22Q: 3 clusters Score -1132587 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1132629.750000 Penalty: 4593.802734
	Iteration 23Q: 3 clusters Score -1132630 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1132659.625000 Penalty: 4593.802734
	Iteration 24Q: 3 clusters Score -1132660 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1132687.375000 Penalty: 4593.802734
	Iteration 25Q: 3 clusters Score -1132687 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1132711.000000 Penalty: 4593.802734
	Iteration 26Q: 3 clusters Score -1132711 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1132729.750000 Penalty: 4593.802734
	Iteration 27Q: 3 clusters Score -1132730 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1132741.250000 Penalty: 4593.802734
	Iteration 28Q: 3 clusters Score -1132741 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1132750.625000 Penalty: 4593.802734
	Iteration 29Q: 3 clusters Score -1132751 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1132757.375000 Penalty: 4593.802734
	Iteration 30Q: 3 clusters Score -1132757 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1132766.750000 Penalty: 4593.802734
	Iteration 31Q: 3 clusters Score -1132767 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1132770.000000 Penalty: 4593.802734
	Iteration 32Q: 3 clusters Score -1132770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1132770.250000 Penalty: 4593.802734
	Iteration 33Q: 3 clusters Score -1132770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1132771.750000 Penalty: 4593.802734
	Iteration 34Q: 3 clusters Score -1132772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1132776.250000 Penalty: 4593.802734
	Iteration 35Q: 3 clusters Score -1132776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1132775.750000 Penalty: 4593.802734
	Iteration 36Q: 3 clusters Score -1132776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1132780.875000 Penalty: 4593.802734
	Iteration 37Q: 3 clusters Score -1132781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1132782.250000 Penalty: 4593.802734
	Iteration 38Q: 3 clusters Score -1132782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1132782.250000 Penalty: 4593.802734
	Iteration 39Q: 3 clusters Score -1132782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1132783.625000 Penalty: 4593.802734
	Iteration 40F: 3 clusters Score -1132784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1132783.375000 Penalty: 4593.802734
	Iteration 41Q: 3 clusters Score -1132783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1132783.375000 Penalty: 4593.802734
	Iteration 42F: 3 clusters Score -1132783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Entering Unmasked Estep 
Score: -245999.859375 Penalty: 1910.121948
	Iteration 0F: 2 clusters Score -245999.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -243205.578125 Penalty: 3820.243896
	Iteration 0F: 3 clusters Score -243205.6 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -243724.390625 Penalty: 3820.243896
	Iteration 1F: 3 clusters Score -243724.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -243873.390625 Penalty: 3820.243896
	Iteration 2F: 3 clusters Score -243873.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -243943.421875 Penalty: 3820.243896
	Iteration 3Q: 3 clusters Score -243943.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -243983.796875 Penalty: 3820.243896
	Iteration 4Q: 3 clusters Score -243983.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -244022.000000 Penalty: 3820.243896
	Iteration 5Q: 3 clusters Score -244022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -244043.921875 Penalty: 3820.243896
	Iteration 6Q: 3 clusters Score -244043.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -244060.250000 Penalty: 3820.243896
	Iteration 7Q: 3 clusters Score -244060.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -244073.328125 Penalty: 3820.243896
	Iteration 8Q: 3 clusters Score -244073.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -244082.421875 Penalty: 3820.243896
	Iteration 9Q: 3 clusters Score -244082.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -244094.515625 Penalty: 3820.243896
	Iteration 10Q: 3 clusters Score -244094.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -244101.453125 Penalty: 3820.243896
	Iteration 11Q: 3 clusters Score -244101.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -244106.968750 Penalty: 3820.243896
	Iteration 12Q: 3 clusters Score -244107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -244109.875000 Penalty: 3820.243896
	Iteration 13Q: 3 clusters Score -244109.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -244113.125000 Penalty: 3820.243896
	Iteration 14Q: 3 clusters Score -244113.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -244115.968750 Penalty: 3820.243896
	Iteration 15Q: 3 clusters Score -244116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -244121.046875 Penalty: 3820.243896
	Iteration 16Q: 3 clusters Score -244121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -244124.671875 Penalty: 3820.243896
	Iteration 17Q: 3 clusters Score -244124.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -244126.000000 Penalty: 3820.243896
	Iteration 18Q: 3 clusters Score -244126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -244126.750000 Penalty: 3820.243896
	Iteration 19Q: 3 clusters Score -244126.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -244127.140625 Penalty: 3820.243896
	Iteration 20F: 3 clusters Score -244127.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -244128.187500 Penalty: 3820.243896
	Iteration 21Q: 3 clusters Score -244128.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -244129.421875 Penalty: 3820.243896
	Iteration 22Q: 3 clusters Score -244129.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -244129.968750 Penalty: 3820.243896
	Iteration 23Q: 3 clusters Score -244130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -244130.687500 Penalty: 3820.243896
	Iteration 24Q: 3 clusters Score -244130.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -244131.312500 Penalty: 3820.243896
	Iteration 25Q: 3 clusters Score -244131.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -244131.781250 Penalty: 3820.243896
	Iteration 26Q: 3 clusters Score -244131.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -244133.515625 Penalty: 3820.243896
	Iteration 27Q: 3 clusters Score -244133.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -244134.187500 Penalty: 3820.243896
	Iteration 28Q: 3 clusters Score -244134.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -244134.359375 Penalty: 3820.243896
	Iteration 29Q: 3 clusters Score -244134.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -244134.359375 Penalty: 3820.243896
	Iteration 30F: 3 clusters Score -244134.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -38861.515625 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -38861.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -37472.648438 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -37472.65 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -37656.300781 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -37656.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -37709.699219 Penalty: 3073.436279
	Iteration 2F: 3 clusters Score -37709.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -37744.136719 Penalty: 3073.436279
	Iteration 3Q: 3 clusters Score -37744.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37774.656250 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -37774.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37833.808594 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -37833.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -37867.570312 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -37867.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -37916.382812 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -37916.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38000.207031 Penalty: 3073.436279
	Iteration 8Q: 3 clusters Score -38000.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -38098.496094 Penalty: 3073.436279
	Iteration 9Q: 3 clusters Score -38098.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -38209.871094 Penalty: 3073.436279
	Iteration 10Q: 3 clusters Score -38209.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -38275.738281 Penalty: 3073.436279
	Iteration 11Q: 3 clusters Score -38275.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -38325.289062 Penalty: 3073.436279
	Iteration 12Q: 3 clusters Score -38325.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -38344.160156 Penalty: 3073.436279
	Iteration 13Q: 3 clusters Score -38344.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -38352.820312 Penalty: 3073.436279
	Iteration 14Q: 3 clusters Score -38352.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -38356.835938 Penalty: 3073.436279
	Iteration 15Q: 3 clusters Score -38356.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -38363.484375 Penalty: 3073.436279
	Iteration 16Q: 3 clusters Score -38363.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -38370.003906 Penalty: 3073.436279
	Iteration 17Q: 3 clusters Score -38370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -38374.308594 Penalty: 3073.436279
	Iteration 18Q: 3 clusters Score -38374.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -38393.460938 Penalty: 3073.436279
	Iteration 19F: 3 clusters Score -38393.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -38469.292969 Penalty: 3073.436279
	Iteration 20F: 3 clusters Score -38469.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -38553.078125 Penalty: 3073.436279
	Iteration 21Q: 3 clusters Score -38553.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -38608.125000 Penalty: 3073.436279
	Iteration 22Q: 3 clusters Score -38608.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -38702.109375 Penalty: 3073.436279
	Iteration 23Q: 3 clusters Score -38702.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -38751.617188 Penalty: 3073.436279
	Iteration 24Q: 3 clusters Score -38751.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -38764.320312 Penalty: 3073.436279
	Iteration 25Q: 3 clusters Score -38764.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -38782.679688 Penalty: 3073.436279
	Iteration 26Q: 3 clusters Score -38782.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -38795.074219 Penalty: 3073.436279
	Iteration 27Q: 3 clusters Score -38795.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -38808.109375 Penalty: 3073.436279
	Iteration 28Q: 3 clusters Score -38808.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -38849.257812 Penalty: 3073.436279
	Iteration 29Q: 3 clusters Score -38849.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -38854.410156 Penalty: 3073.436279
	Iteration 30F: 3 clusters Score -38854.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -38878.847656 Penalty: 3073.436279
	Iteration 31Q: 3 clusters Score -38878.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38881.511719 Penalty: 3073.436279
	Iteration 32Q: 3 clusters Score -38881.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -38885.125000 Penalty: 3073.436279
	Iteration 33Q: 3 clusters Score -38885.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -38885.125000 Penalty: 3073.436279
	Iteration 34F: 3 clusters Score -38885.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9128 members 
Mstep: Class 6 contains 17154 members 
Mstep: Class 7 contains 11344 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 9145 members 
Mstep: Class 10 contains 29590 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14641 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10828 members 
Mstep: Class 19 contains 11621 members 
Mstep: Class 20 contains 6833 members 
Mstep: Class 21 contains 26110 members 
Mstep: Class 22 contains 29121 members 
Mstep: Class 23 contains 28316 members 
Mstep: Class 24 contains 35899 members 
Mstep: Class 25 contains 5360 members 
Mstep: Class 26 contains 34971 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3351 members 
Mstep: Class 29 contains 6385 members 
Mstep: Class 30 contains 89797 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13730 members 
Mstep: Class 33 contains 8408 members 
Mstep: Class 34 contains 5439 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14065 members 
Mstep: Class 38 contains 9484 members 
Mstep: Class 39 contains 10527 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 332 members 
Mstep: Class 42 contains 14869 members 
Mstep: Class 43 contains 5650 members 
Mstep: Class 44 contains 13165 members 
Mstep: Class 45 contains 22346 members 
Mstep: Class 46 contains 30998 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 10952 members 
Mstep: Class 50 contains 16859 members 
Mstep: Class 51 contains 21893 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 159 members 
Entering Unmasked Estep 
Score: -64767272.000000 Penalty: 179211.343750
Splitting cluster 41 changes total score from -64769040.000000 to -64767272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (14869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Entering Unmasked Estep 
Score: -1597898.625000 Penalty: 2382.544434
	Iteration 0F: 2 clusters Score -1597899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1587010.375000 Penalty: 4765.088867
	Iteration 0F: 3 clusters Score -1587010 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1590439.625000 Penalty: 4765.088867
	Iteration 1F: 3 clusters Score -1590440 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1590922.125000 Penalty: 4765.088867
	Iteration 2F: 3 clusters Score -1590922 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1591399.875000 Penalty: 4765.088867
	Iteration 3F: 3 clusters Score -1591400 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1591932.000000 Penalty: 4765.088867
	Iteration 4F: 3 clusters Score -1591932 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1592538.000000 Penalty: 4765.088867
	Iteration 5F: 3 clusters Score -1592538 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1593214.750000 Penalty: 4765.088867
	Iteration 6F: 3 clusters Score -1593215 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1593882.750000 Penalty: 4765.088867
	Iteration 7F: 3 clusters Score -1593883 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1594518.375000 Penalty: 4765.088867
	Iteration 8Q: 3 clusters Score -1594518 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1595066.875000 Penalty: 4765.088867
	Iteration 9Q: 3 clusters Score -1595067 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1595464.000000 Penalty: 4765.088867
	Iteration 10Q: 3 clusters Score -1595464 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1595710.875000 Penalty: 4765.088867
	Iteration 11Q: 3 clusters Score -1595711 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1595856.875000 Penalty: 4765.088867
	Iteration 12Q: 3 clusters Score -1595857 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1595976.750000 Penalty: 4765.088867
	Iteration 13Q: 3 clusters Score -1595977 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1596063.750000 Penalty: 4765.088867
	Iteration 14Q: 3 clusters Score -1596064 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1596141.750000 Penalty: 4765.088867
	Iteration 15Q: 3 clusters Score -1596142 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1596197.000000 Penalty: 4765.088867
	Iteration 16Q: 3 clusters Score -1596197 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1596249.750000 Penalty: 4765.088867
	Iteration 17Q: 3 clusters Score -1596250 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1596288.875000 Penalty: 4765.088867
	Iteration 18Q: 3 clusters Score -1596289 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1596316.250000 Penalty: 4765.088867
	Iteration 19Q: 3 clusters Score -1596316 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1596328.500000 Penalty: 4765.088867
	Iteration 20F: 3 clusters Score -1596328 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1596345.750000 Penalty: 4765.088867
	Iteration 21Q: 3 clusters Score -1596346 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1596371.875000 Penalty: 4765.088867
	Iteration 22Q: 3 clusters Score -1596372 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1596386.375000 Penalty: 4765.088867
	Iteration 23Q: 3 clusters Score -1596386 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1596403.250000 Penalty: 4765.088867
	Iteration 24Q: 3 clusters Score -1596403 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1596420.000000 Penalty: 4765.088867
	Iteration 25Q: 3 clusters Score -1596420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1596431.500000 Penalty: 4765.088867
	Iteration 26Q: 3 clusters Score -1596432 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1596442.375000 Penalty: 4765.088867
	Iteration 27Q: 3 clusters Score -1596442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1596450.125000 Penalty: 4765.088867
	Iteration 28Q: 3 clusters Score -1596450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1596462.250000 Penalty: 4765.088867
	Iteration 29Q: 3 clusters Score -1596462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1596465.250000 Penalty: 4765.088867
	Iteration 30Q: 3 clusters Score -1596465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1596468.125000 Penalty: 4765.088867
	Iteration 31Q: 3 clusters Score -1596468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1596475.250000 Penalty: 4765.088867
	Iteration 32Q: 3 clusters Score -1596475 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1596474.875000 Penalty: 4765.088867
	Iteration 33Q: 3 clusters Score -1596475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1596480.875000 Penalty: 4765.088867
	Iteration 34Q: 3 clusters Score -1596481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1596484.625000 Penalty: 4765.088867
	Iteration 35Q: 3 clusters Score -1596485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1596487.500000 Penalty: 4765.088867
	Iteration 36Q: 3 clusters Score -1596488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1596488.500000 Penalty: 4765.088867
	Iteration 37Q: 3 clusters Score -1596488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1596494.250000 Penalty: 4765.088867
	Iteration 38Q: 3 clusters Score -1596494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1596491.250000 Penalty: 4765.088867
	Iteration 39Q: 3 clusters Score -1596491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1596494.750000 Penalty: 4765.088867
	Iteration 40F: 3 clusters Score -1596495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1596491.625000 Penalty: 4765.088867
	Iteration 41Q: 3 clusters Score -1596492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1596494.500000 Penalty: 4765.088867
	Iteration 42Q: 3 clusters Score -1596494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1596494.250000 Penalty: 4765.088867
	Iteration 43Q: 3 clusters Score -1596494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1596497.375000 Penalty: 4765.088867
	Iteration 44Q: 3 clusters Score -1596497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1596500.000000 Penalty: 4765.088867
	Iteration 45Q: 3 clusters Score -1596500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1596502.250000 Penalty: 4765.088867
	Iteration 46Q: 3 clusters Score -1596502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1596503.625000 Penalty: 4765.088867
	Iteration 47Q: 3 clusters Score -1596504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1596507.750000 Penalty: 4765.088867
	Iteration 48Q: 3 clusters Score -1596508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1596511.000000 Penalty: 4765.088867
	Iteration 49Q: 3 clusters Score -1596511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1596512.875000 Penalty: 4765.088867
	Iteration 50Q: 3 clusters Score -1596513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1596512.125000 Penalty: 4765.088867
	Iteration 51Q: 3 clusters Score -1596512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1596515.500000 Penalty: 4765.088867
	Iteration 52Q: 3 clusters Score -1596516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1596516.375000 Penalty: 4765.088867
	Iteration 53Q: 3 clusters Score -1596516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1596518.375000 Penalty: 4765.088867
	Iteration 54Q: 3 clusters Score -1596518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1596520.375000 Penalty: 4765.088867
	Iteration 55Q: 3 clusters Score -1596520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1596520.000000 Penalty: 4765.088867
	Iteration 56Q: 3 clusters Score -1596520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1596521.250000 Penalty: 4765.088867
	Iteration 57Q: 3 clusters Score -1596521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1596522.500000 Penalty: 4765.088867
	Iteration 58Q: 3 clusters Score -1596522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1596524.375000 Penalty: 4765.088867
	Iteration 59Q: 3 clusters Score -1596524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1596523.000000 Penalty: 4765.088867
	Iteration 60F: 3 clusters Score -1596523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1596530.875000 Penalty: 4765.088867
	Iteration 61Q: 3 clusters Score -1596531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1596528.250000 Penalty: 4765.088867
	Iteration 62Q: 3 clusters Score -1596528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1596530.500000 Penalty: 4765.088867
	Iteration 63Q: 3 clusters Score -1596530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1596533.250000 Penalty: 4765.088867
	Iteration 64Q: 3 clusters Score -1596533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1596538.125000 Penalty: 4765.088867
	Iteration 65Q: 3 clusters Score -1596538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1596537.000000 Penalty: 4765.088867
	Iteration 66Q: 3 clusters Score -1596537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1596541.125000 Penalty: 4765.088867
	Iteration 67Q: 3 clusters Score -1596541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1596540.250000 Penalty: 4765.088867
	Iteration 68Q: 3 clusters Score -1596540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1596539.875000 Penalty: 4765.088867
	Iteration 69Q: 3 clusters Score -1596540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1596539.375000 Penalty: 4765.088867
	Iteration 70Q: 3 clusters Score -1596539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1596542.875000 Penalty: 4765.088867
	Iteration 71Q: 3 clusters Score -1596543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1596542.875000 Penalty: 4765.088867
	Iteration 72F: 3 clusters Score -1596543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Entering Unmasked Estep 
Score: -620148.562500 Penalty: 2142.573975
	Iteration 0F: 2 clusters Score -620148.6 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 2768 members 
Entering Unmasked Estep 
Score: -615236.562500 Penalty: 4285.147949
	Iteration 0F: 3 clusters Score -615236.6 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -616426.500000 Penalty: 4285.147949
	Iteration 1F: 3 clusters Score -616426.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -616614.062500 Penalty: 4285.147949
	Iteration 2F: 3 clusters Score -616614.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -616729.562500 Penalty: 4285.147949
	Iteration 3Q: 3 clusters Score -616729.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -616805.375000 Penalty: 4285.147949
	Iteration 4Q: 3 clusters Score -616805.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -616865.500000 Penalty: 4285.147949
	Iteration 5Q: 3 clusters Score -616865.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -616921.437500 Penalty: 4285.147949
	Iteration 6Q: 3 clusters Score -616921.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -616971.875000 Penalty: 4285.147949
	Iteration 7Q: 3 clusters Score -616971.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -617014.375000 Penalty: 4285.147949
	Iteration 8Q: 3 clusters Score -617014.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -617058.437500 Penalty: 4285.147949
	Iteration 9Q: 3 clusters Score -617058.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -617106.125000 Penalty: 4285.147949
	Iteration 10Q: 3 clusters Score -617106.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -617157.250000 Penalty: 4285.147949
	Iteration 11Q: 3 clusters Score -617157.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -617212.750000 Penalty: 4285.147949
	Iteration 12Q: 3 clusters Score -617212.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -617267.312500 Penalty: 4285.147949
	Iteration 13Q: 3 clusters Score -617267.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -617330.312500 Penalty: 4285.147949
	Iteration 14Q: 3 clusters Score -617330.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -617403.437500 Penalty: 4285.147949
	Iteration 15Q: 3 clusters Score -617403.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -617481.000000 Penalty: 4285.147949
	Iteration 16Q: 3 clusters Score -617481 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -617564.875000 Penalty: 4285.147949
	Iteration 17Q: 3 clusters Score -617564.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -617653.750000 Penalty: 4285.147949
	Iteration 18Q: 3 clusters Score -617653.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -617747.000000 Penalty: 4285.147949
	Iteration 19Q: 3 clusters Score -617747 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -617827.937500 Penalty: 4285.147949
	Iteration 20F: 3 clusters Score -617827.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -617896.687500 Penalty: 4285.147949
	Iteration 21Q: 3 clusters Score -617896.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -617970.500000 Penalty: 4285.147949
	Iteration 22Q: 3 clusters Score -617970.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -618034.937500 Penalty: 4285.147949
	Iteration 23Q: 3 clusters Score -618034.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -618087.625000 Penalty: 4285.147949
	Iteration 24Q: 3 clusters Score -618087.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -618130.625000 Penalty: 4285.147949
	Iteration 25Q: 3 clusters Score -618130.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -618168.250000 Penalty: 4285.147949
	Iteration 26Q: 3 clusters Score -618168.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -618192.437500 Penalty: 4285.147949
	Iteration 27Q: 3 clusters Score -618192.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -618214.062500 Penalty: 4285.147949
	Iteration 28Q: 3 clusters Score -618214.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -618235.562500 Penalty: 4285.147949
	Iteration 29Q: 3 clusters Score -618235.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -618248.562500 Penalty: 4285.147949
	Iteration 30Q: 3 clusters Score -618248.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -618258.437500 Penalty: 4285.147949
	Iteration 31Q: 3 clusters Score -618258.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -618264.750000 Penalty: 4285.147949
	Iteration 32Q: 3 clusters Score -618264.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -618268.812500 Penalty: 4285.147949
	Iteration 33Q: 3 clusters Score -618268.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -618270.187500 Penalty: 4285.147949
	Iteration 34Q: 3 clusters Score -618270.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -618274.187500 Penalty: 4285.147949
	Iteration 35Q: 3 clusters Score -618274.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -618276.875000 Penalty: 4285.147949
	Iteration 36Q: 3 clusters Score -618276.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -618277.687500 Penalty: 4285.147949
	Iteration 37Q: 3 clusters Score -618277.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -618277.687500 Penalty: 4285.147949
	Iteration 38F: 3 clusters Score -618277.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (13165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Entering Unmasked Estep 
Score: -1435160.375000 Penalty: 2352.358643
	Iteration 0F: 2 clusters Score -1435160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1425598.000000 Penalty: 4704.717285
	Iteration 0F: 3 clusters Score -1425598 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1428771.125000 Penalty: 4704.717285
	Iteration 1F: 3 clusters Score -1428771 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1429252.000000 Penalty: 4704.717285
	Iteration 2F: 3 clusters Score -1429252 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1429593.125000 Penalty: 4704.717285
	Iteration 3F: 3 clusters Score -1429593 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1429886.000000 Penalty: 4704.717285
	Iteration 4Q: 3 clusters Score -1429886 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1430145.625000 Penalty: 4704.717285
	Iteration 5Q: 3 clusters Score -1430146 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1430363.500000 Penalty: 4704.717285
	Iteration 6Q: 3 clusters Score -1430364 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1430638.500000 Penalty: 4704.717285
	Iteration 7Q: 3 clusters Score -1430638 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1430965.250000 Penalty: 4704.717285
	Iteration 8Q: 3 clusters Score -1430965 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1431360.625000 Penalty: 4704.717285
	Iteration 9Q: 3 clusters Score -1431361 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1431811.500000 Penalty: 4704.717285
	Iteration 10Q: 3 clusters Score -1431812 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1432265.000000 Penalty: 4704.717285
	Iteration 11Q: 3 clusters Score -1432265 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1432699.250000 Penalty: 4704.717285
	Iteration 12Q: 3 clusters Score -1432699 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1433058.750000 Penalty: 4704.717285
	Iteration 13Q: 3 clusters Score -1433059 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1433315.500000 Penalty: 4704.717285
	Iteration 14Q: 3 clusters Score -1433316 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1433480.000000 Penalty: 4704.717285
	Iteration 15Q: 3 clusters Score -1433480 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1433611.000000 Penalty: 4704.717285
	Iteration 16Q: 3 clusters Score -1433611 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1433689.500000 Penalty: 4704.717285
	Iteration 17Q: 3 clusters Score -1433690 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1433748.625000 Penalty: 4704.717285
	Iteration 18Q: 3 clusters Score -1433749 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1433785.125000 Penalty: 4704.717285
	Iteration 19Q: 3 clusters Score -1433785 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1433811.000000 Penalty: 4704.717285
	Iteration 20F: 3 clusters Score -1433811 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1433833.750000 Penalty: 4704.717285
	Iteration 21Q: 3 clusters Score -1433834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1433852.125000 Penalty: 4704.717285
	Iteration 22Q: 3 clusters Score -1433852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1433856.375000 Penalty: 4704.717285
	Iteration 23Q: 3 clusters Score -1433856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1433863.375000 Penalty: 4704.717285
	Iteration 24Q: 3 clusters Score -1433863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1433867.875000 Penalty: 4704.717285
	Iteration 25Q: 3 clusters Score -1433868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1433871.125000 Penalty: 4704.717285
	Iteration 26Q: 3 clusters Score -1433871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1433873.125000 Penalty: 4704.717285
	Iteration 27Q: 3 clusters Score -1433873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1433873.500000 Penalty: 4704.717285
	Iteration 28Q: 3 clusters Score -1433874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1433873.250000 Penalty: 4704.717285
	Iteration 29Q: 3 clusters Score -1433873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1433877.625000 Penalty: 4704.717285
	Iteration 30Q: 3 clusters Score -1433878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1433877.250000 Penalty: 4704.717285
	Iteration 31Q: 3 clusters Score -1433877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1433877.250000 Penalty: 4704.717285
	Iteration 32F: 3 clusters Score -1433877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (22346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Entering Unmasked Estep 
Score: -2429698.500000 Penalty: 2483.571777
	Iteration 0F: 2 clusters Score -2429698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2414007.250000 Penalty: 4967.143555
	Iteration 0F: 3 clusters Score -2414007 nChanged 10019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2419491.250000 Penalty: 4967.143555
	Iteration 1F: 3 clusters Score -2419491 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2419944.500000 Penalty: 4967.143555
	Iteration 2F: 3 clusters Score -2419944 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2420404.500000 Penalty: 4967.143555
	Iteration 3Q: 3 clusters Score -2420404 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2420925.500000 Penalty: 4967.143555
	Iteration 4Q: 3 clusters Score -2420926 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2421584.000000 Penalty: 4967.143555
	Iteration 5F: 3 clusters Score -2421584 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2422399.500000 Penalty: 4967.143555
	Iteration 6F: 3 clusters Score -2422400 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -2423328.500000 Penalty: 4967.143555
	Iteration 7F: 3 clusters Score -2423328 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2424353.500000 Penalty: 4967.143555
	Iteration 8F: 3 clusters Score -2424354 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -2425249.250000 Penalty: 4967.143555
	Iteration 9F: 3 clusters Score -2425249 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -2425894.250000 Penalty: 4967.143555
	Iteration 10Q: 3 clusters Score -2425894 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2426370.750000 Penalty: 4967.143555
	Iteration 11Q: 3 clusters Score -2426371 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -2426728.000000 Penalty: 4967.143555
	Iteration 12Q: 3 clusters Score -2426728 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -2427100.000000 Penalty: 4967.143555
	Iteration 13Q: 3 clusters Score -2427100 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2427451.750000 Penalty: 4967.143555
	Iteration 14Q: 3 clusters Score -2427452 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2427734.250000 Penalty: 4967.143555
	Iteration 15Q: 3 clusters Score -2427734 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2428036.250000 Penalty: 4967.143555
	Iteration 16Q: 3 clusters Score -2428036 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2428298.750000 Penalty: 4967.143555
	Iteration 17Q: 3 clusters Score -2428299 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2428458.500000 Penalty: 4967.143555
	Iteration 18Q: 3 clusters Score -2428458 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -2428610.000000 Penalty: 4967.143555
	Iteration 19Q: 3 clusters Score -2428610 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -2428724.750000 Penalty: 4967.143555
	Iteration 20F: 3 clusters Score -2428725 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -2428794.750000 Penalty: 4967.143555
	Iteration 21Q: 3 clusters Score -2428795 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -2428849.500000 Penalty: 4967.143555
	Iteration 22Q: 3 clusters Score -2428850 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2428880.250000 Penalty: 4967.143555
	Iteration 23Q: 3 clusters Score -2428880 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2428898.750000 Penalty: 4967.143555
	Iteration 24Q: 3 clusters Score -2428899 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -2428914.000000 Penalty: 4967.143555
	Iteration 25Q: 3 clusters Score -2428914 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -2428927.000000 Penalty: 4967.143555
	Iteration 26Q: 3 clusters Score -2428927 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2428933.500000 Penalty: 4967.143555
	Iteration 27Q: 3 clusters Score -2428934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2428940.000000 Penalty: 4967.143555
	Iteration 28Q: 3 clusters Score -2428940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2428943.500000 Penalty: 4967.143555
	Iteration 29Q: 3 clusters Score -2428944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -2428944.000000 Penalty: 4967.143555
	Iteration 30Q: 3 clusters Score -2428944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2428948.250000 Penalty: 4967.143555
	Iteration 31Q: 3 clusters Score -2428948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2428947.000000 Penalty: 4967.143555
	Iteration 32Q: 3 clusters Score -2428947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2428948.000000 Penalty: 4967.143555
	Iteration 33Q: 3 clusters Score -2428948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2428945.000000 Penalty: 4967.143555
	Iteration 34Q: 3 clusters Score -2428945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -2428946.000000 Penalty: 4967.143555
	Iteration 35Q: 3 clusters Score -2428946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -2428946.000000 Penalty: 4967.143555
	Iteration 36F: 3 clusters Score -2428946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (30998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Entering Unmasked Estep 
Score: -3361960.500000 Penalty: 2564.736084
	Iteration 0F: 2 clusters Score -3361960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -3340864.750000 Penalty: 5129.472168
	Iteration 0F: 3 clusters Score -3340865 nChanged 14068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -3348418.000000 Penalty: 5129.472168
	Iteration 1F: 3 clusters Score -3348418 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -3348878.500000 Penalty: 5129.472168
	Iteration 2Q: 3 clusters Score -3348878 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -3349359.750000 Penalty: 5129.472168
	Iteration 3Q: 3 clusters Score -3349360 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -3349936.000000 Penalty: 5129.472168
	Iteration 4Q: 3 clusters Score -3349936 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -3350645.000000 Penalty: 5129.472168
	Iteration 5Q: 3 clusters Score -3350645 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -3351565.000000 Penalty: 5129.472168
	Iteration 6F: 3 clusters Score -3351565 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -3352804.750000 Penalty: 5129.472168
	Iteration 7F: 3 clusters Score -3352805 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -3354329.500000 Penalty: 5129.472168
	Iteration 8F: 3 clusters Score -3354330 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -3355833.750000 Penalty: 5129.472168
	Iteration 9F: 3 clusters Score -3355834 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -3357032.250000 Penalty: 5129.472168
	Iteration 10F: 3 clusters Score -3357032 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -3358005.750000 Penalty: 5129.472168
	Iteration 11Q: 3 clusters Score -3358006 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -3358676.750000 Penalty: 5129.472168
	Iteration 12Q: 3 clusters Score -3358677 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -3359193.750000 Penalty: 5129.472168
	Iteration 13Q: 3 clusters Score -3359194 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -3359579.500000 Penalty: 5129.472168
	Iteration 14Q: 3 clusters Score -3359580 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -3359934.750000 Penalty: 5129.472168
	Iteration 15Q: 3 clusters Score -3359935 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -3360250.750000 Penalty: 5129.472168
	Iteration 16Q: 3 clusters Score -3360251 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -3360436.750000 Penalty: 5129.472168
	Iteration 17Q: 3 clusters Score -3360437 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -3360594.000000 Penalty: 5129.472168
	Iteration 18Q: 3 clusters Score -3360594 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -3360724.000000 Penalty: 5129.472168
	Iteration 19Q: 3 clusters Score -3360724 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -3360817.750000 Penalty: 5129.472168
	Iteration 20F: 3 clusters Score -3360818 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -3360871.250000 Penalty: 5129.472168
	Iteration 21Q: 3 clusters Score -3360871 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -3360926.500000 Penalty: 5129.472168
	Iteration 22Q: 3 clusters Score -3360926 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -3360955.250000 Penalty: 5129.472168
	Iteration 23Q: 3 clusters Score -3360955 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -3360967.000000 Penalty: 5129.472168
	Iteration 24Q: 3 clusters Score -3360967 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -3360983.000000 Penalty: 5129.472168
	Iteration 25Q: 3 clusters Score -3360983 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -3360987.000000 Penalty: 5129.472168
	Iteration 26Q: 3 clusters Score -3360987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -3360992.000000 Penalty: 5129.472168
	Iteration 27Q: 3 clusters Score -3360992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -3360992.250000 Penalty: 5129.472168
	Iteration 28Q: 3 clusters Score -3360992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -3360991.750000 Penalty: 5129.472168
	Iteration 29Q: 3 clusters Score -3360992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -3360989.750000 Penalty: 5129.472168
	Iteration 30Q: 3 clusters Score -3360990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -3360992.000000 Penalty: 5129.472168
	Iteration 31Q: 3 clusters Score -3360992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -3360991.750000 Penalty: 5129.472168
	Iteration 32Q: 3 clusters Score -3360992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -3360993.500000 Penalty: 5129.472168
	Iteration 33Q: 3 clusters Score -3360994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -3360988.250000 Penalty: 5129.472168
	Iteration 34Q: 3 clusters Score -3360988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -3360998.250000 Penalty: 5129.472168
	Iteration 35Q: 3 clusters Score -3360998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -3361000.500000 Penalty: 5129.472168
	Iteration 36Q: 3 clusters Score -3361000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -3360994.750000 Penalty: 5129.472168
	Iteration 37Q: 3 clusters Score -3360995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -3360994.000000 Penalty: 5129.472168
	Iteration 38Q: 3 clusters Score -3360994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -3360994.000000 Penalty: 5129.472168
	Iteration 39F: 3 clusters Score -3360994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Entering Unmasked Estep 
Score: -324586.187500 Penalty: 1982.752441
	Iteration 0F: 2 clusters Score -324586.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -321293.781250 Penalty: 3965.504883
	Iteration 0F: 3 clusters Score -321293.8 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -321895.031250 Penalty: 3965.504883
	Iteration 1F: 3 clusters Score -321895 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -322047.468750 Penalty: 3965.504883
	Iteration 2F: 3 clusters Score -322047.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -322149.531250 Penalty: 3965.504883
	Iteration 3Q: 3 clusters Score -322149.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -322222.406250 Penalty: 3965.504883
	Iteration 4Q: 3 clusters Score -322222.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -322277.156250 Penalty: 3965.504883
	Iteration 5Q: 3 clusters Score -322277.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -322315.812500 Penalty: 3965.504883
	Iteration 6Q: 3 clusters Score -322315.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -322340.500000 Penalty: 3965.504883
	Iteration 7Q: 3 clusters Score -322340.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -322360.875000 Penalty: 3965.504883
	Iteration 8Q: 3 clusters Score -322360.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -322372.343750 Penalty: 3965.504883
	Iteration 9Q: 3 clusters Score -322372.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -322380.187500 Penalty: 3965.504883
	Iteration 10Q: 3 clusters Score -322380.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -322386.281250 Penalty: 3965.504883
	Iteration 11Q: 3 clusters Score -322386.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -322392.250000 Penalty: 3965.504883
	Iteration 12Q: 3 clusters Score -322392.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -322395.750000 Penalty: 3965.504883
	Iteration 13Q: 3 clusters Score -322395.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -322401.343750 Penalty: 3965.504883
	Iteration 14Q: 3 clusters Score -322401.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -322404.656250 Penalty: 3965.504883
	Iteration 15Q: 3 clusters Score -322404.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -322405.562500 Penalty: 3965.504883
	Iteration 16Q: 3 clusters Score -322405.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -322408.500000 Penalty: 3965.504883
	Iteration 17Q: 3 clusters Score -322408.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -322409.656250 Penalty: 3965.504883
	Iteration 18Q: 3 clusters Score -322409.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -322411.156250 Penalty: 3965.504883
	Iteration 19Q: 3 clusters Score -322411.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -322412.562500 Penalty: 3965.504883
	Iteration 20F: 3 clusters Score -322412.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -322413.218750 Penalty: 3965.504883
	Iteration 21Q: 3 clusters Score -322413.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -322412.937500 Penalty: 3965.504883
	Iteration 22Q: 3 clusters Score -322412.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -322412.875000 Penalty: 3965.504883
	Iteration 23Q: 3 clusters Score -322412.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -322412.875000 Penalty: 3965.504883
	Iteration 24F: 3 clusters Score -322412.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -68172.109375 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -68172.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -66453.851562 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -66453.85 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -66777.593750 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -66777.59 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -67024.093750 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -67024.09 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -68196.093750 Penalty: 3261.237549
	Iteration 3F: 3 clusters Score -68196.09 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -68639.992188 Penalty: 3261.237549
	Iteration 4F: 3 clusters Score -68639.99 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -68869.445312 Penalty: 3261.237549
	Iteration 5F: 3 clusters Score -68869.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -69029.382812 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -69029.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -69077.859375 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -69077.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -69099.695312 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -69099.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -69107.703125 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -69107.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -69112.437500 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -69112.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -69112.437500 Penalty: 3261.237549
	Iteration 11F: 3 clusters Score -69112.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 9128 members 
Mstep: Class 6 contains 17154 members 
Mstep: Class 7 contains 11344 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 9145 members 
Mstep: Class 10 contains 29590 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 14641 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 10828 members 
Mstep: Class 19 contains 11621 members 
Mstep: Class 20 contains 6833 members 
Mstep: Class 21 contains 26110 members 
Mstep: Class 22 contains 29121 members 
Mstep: Class 23 contains 28316 members 
Mstep: Class 24 contains 35899 members 
Mstep: Class 25 contains 5360 members 
Mstep: Class 26 contains 34971 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 3351 members 
Mstep: Class 29 contains 6385 members 
Mstep: Class 30 contains 89797 members 
Mstep: Class 31 contains 975 members 
Mstep: Class 32 contains 13730 members 
Mstep: Class 33 contains 8408 members 
Mstep: Class 34 contains 5439 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 14065 members 
Mstep: Class 38 contains 9484 members 
Mstep: Class 39 contains 10527 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 491 members 
Mstep: Class 42 contains 14869 members 
Mstep: Class 43 contains 5650 members 
Mstep: Class 44 contains 13165 members 
Mstep: Class 45 contains 22346 members 
Mstep: Class 46 contains 30998 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 633 members 
Mstep: Class 49 contains 10952 members 
Mstep: Class 50 contains 16859 members 
Mstep: Class 51 contains 21893 members 
Mstep: Class 52 contains 908 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 84 members 
Entering Unmasked Estep 
Score: -64768292.000000 Penalty: 179211.343750
Splitting cluster 48 changes total score from -64769040.000000 to -64768292.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (10952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Entering Unmasked Estep 
Score: -1195359.750000 Penalty: 2306.716797
	Iteration 0F: 2 clusters Score -1195360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1187052.250000 Penalty: 4613.433594
	Iteration 0F: 3 clusters Score -1187052 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1189520.125000 Penalty: 4613.433594
	Iteration 1F: 3 clusters Score -1189520 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1189920.000000 Penalty: 4613.433594
	Iteration 2F: 3 clusters Score -1189920 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1190248.625000 Penalty: 4613.433594
	Iteration 3F: 3 clusters Score -1190249 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1190571.875000 Penalty: 4613.433594
	Iteration 4F: 3 clusters Score -1190572 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1190856.500000 Penalty: 4613.433594
	Iteration 5Q: 3 clusters Score -1190856 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1191106.625000 Penalty: 4613.433594
	Iteration 6Q: 3 clusters Score -1191107 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1191321.875000 Penalty: 4613.433594
	Iteration 7Q: 3 clusters Score -1191322 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1191514.750000 Penalty: 4613.433594
	Iteration 8Q: 3 clusters Score -1191515 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1191655.375000 Penalty: 4613.433594
	Iteration 9Q: 3 clusters Score -1191655 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1191759.125000 Penalty: 4613.433594
	Iteration 10Q: 3 clusters Score -1191759 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1191836.000000 Penalty: 4613.433594
	Iteration 11Q: 3 clusters Score -1191836 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1191892.250000 Penalty: 4613.433594
	Iteration 12Q: 3 clusters Score -1191892 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1191939.875000 Penalty: 4613.433594
	Iteration 13Q: 3 clusters Score -1191940 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1191980.875000 Penalty: 4613.433594
	Iteration 14Q: 3 clusters Score -1191981 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1192006.625000 Penalty: 4613.433594
	Iteration 15Q: 3 clusters Score -1192007 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1192028.875000 Penalty: 4613.433594
	Iteration 16Q: 3 clusters Score -1192029 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1192051.000000 Penalty: 4613.433594
	Iteration 17Q: 3 clusters Score -1192051 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1192068.875000 Penalty: 4613.433594
	Iteration 18Q: 3 clusters Score -1192069 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1192082.750000 Penalty: 4613.433594
	Iteration 19Q: 3 clusters Score -1192083 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1192093.375000 Penalty: 4613.433594
	Iteration 20F: 3 clusters Score -1192093 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1192110.375000 Penalty: 4613.433594
	Iteration 21Q: 3 clusters Score -1192110 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1192121.750000 Penalty: 4613.433594
	Iteration 22Q: 3 clusters Score -1192122 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1192131.875000 Penalty: 4613.433594
	Iteration 23Q: 3 clusters Score -1192132 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1192144.250000 Penalty: 4613.433594
	Iteration 24Q: 3 clusters Score -1192144 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1192157.250000 Penalty: 4613.433594
	Iteration 25Q: 3 clusters Score -1192157 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1192169.000000 Penalty: 4613.433594
	Iteration 26Q: 3 clusters Score -1192169 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1192180.125000 Penalty: 4613.433594
	Iteration 27Q: 3 clusters Score -1192180 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1192190.625000 Penalty: 4613.433594
	Iteration 28Q: 3 clusters Score -1192191 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1192198.875000 Penalty: 4613.433594
	Iteration 29Q: 3 clusters Score -1192199 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1192207.375000 Penalty: 4613.433594
	Iteration 30Q: 3 clusters Score -1192207 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1192215.125000 Penalty: 4613.433594
	Iteration 31Q: 3 clusters Score -1192215 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1192230.875000 Penalty: 4613.433594
	Iteration 32Q: 3 clusters Score -1192231 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1192246.625000 Penalty: 4613.433594
	Iteration 33Q: 3 clusters Score -1192247 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1192255.375000 Penalty: 4613.433594
	Iteration 34Q: 3 clusters Score -1192255 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1192270.500000 Penalty: 4613.433594
	Iteration 35Q: 3 clusters Score -1192270 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1192286.250000 Penalty: 4613.433594
	Iteration 36Q: 3 clusters Score -1192286 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1192292.375000 Penalty: 4613.433594
	Iteration 37Q: 3 clusters Score -1192292 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1192305.875000 Penalty: 4613.433594
	Iteration 38Q: 3 clusters Score -1192306 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1192321.500000 Penalty: 4613.433594
	Iteration 39Q: 3 clusters Score -1192322 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1192346.625000 Penalty: 4613.433594
	Iteration 40F: 3 clusters Score -1192347 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1192367.875000 Penalty: 4613.433594
	Iteration 41Q: 3 clusters Score -1192368 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1192395.250000 Penalty: 4613.433594
	Iteration 42Q: 3 clusters Score -1192395 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1192426.875000 Penalty: 4613.433594
	Iteration 43Q: 3 clusters Score -1192427 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1192457.750000 Penalty: 4613.433594
	Iteration 44Q: 3 clusters Score -1192458 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1192488.250000 Penalty: 4613.433594
	Iteration 45Q: 3 clusters Score -1192488 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1192521.125000 Penalty: 4613.433594
	Iteration 46Q: 3 clusters Score -1192521 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1192553.000000 Penalty: 4613.433594
	Iteration 47Q: 3 clusters Score -1192553 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1192590.125000 Penalty: 4613.433594
	Iteration 48Q: 3 clusters Score -1192590 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1192630.750000 Penalty: 4613.433594
	Iteration 49Q: 3 clusters Score -1192631 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1192688.625000 Penalty: 4613.433594
	Iteration 50Q: 3 clusters Score -1192689 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1192736.375000 Penalty: 4613.433594
	Iteration 51Q: 3 clusters Score -1192736 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1192796.125000 Penalty: 4613.433594
	Iteration 52Q: 3 clusters Score -1192796 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1192844.625000 Penalty: 4613.433594
	Iteration 53Q: 3 clusters Score -1192845 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1192894.875000 Penalty: 4613.433594
	Iteration 54Q: 3 clusters Score -1192895 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1192929.375000 Penalty: 4613.433594
	Iteration 55Q: 3 clusters Score -1192929 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1192969.250000 Penalty: 4613.433594
	Iteration 56Q: 3 clusters Score -1192969 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1193002.625000 Penalty: 4613.433594
	Iteration 57Q: 3 clusters Score -1193003 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1193028.375000 Penalty: 4613.433594
	Iteration 58Q: 3 clusters Score -1193028 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1193055.750000 Penalty: 4613.433594
	Iteration 59Q: 3 clusters Score -1193056 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1193079.625000 Penalty: 4613.433594
	Iteration 60F: 3 clusters Score -1193080 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1193098.750000 Penalty: 4613.433594
	Iteration 61Q: 3 clusters Score -1193099 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1193126.125000 Penalty: 4613.433594
	Iteration 62Q: 3 clusters Score -1193126 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1193156.250000 Penalty: 4613.433594
	Iteration 63Q: 3 clusters Score -1193156 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1193179.000000 Penalty: 4613.433594
	Iteration 64Q: 3 clusters Score -1193179 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1193200.375000 Penalty: 4613.433594
	Iteration 65Q: 3 clusters Score -1193200 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1193227.625000 Penalty: 4613.433594
	Iteration 66Q: 3 clusters Score -1193228 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1193249.875000 Penalty: 4613.433594
	Iteration 67Q: 3 clusters Score -1193250 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1193268.875000 Penalty: 4613.433594
	Iteration 68Q: 3 clusters Score -1193269 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1193286.875000 Penalty: 4613.433594
	Iteration 69Q: 3 clusters Score -1193287 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1193300.375000 Penalty: 4613.433594
	Iteration 70Q: 3 clusters Score -1193300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1193317.625000 Penalty: 4613.433594
	Iteration 71Q: 3 clusters Score -1193318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1193330.625000 Penalty: 4613.433594
	Iteration 72Q: 3 clusters Score -1193331 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1193341.500000 Penalty: 4613.433594
	Iteration 73Q: 3 clusters Score -1193342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1193351.750000 Penalty: 4613.433594
	Iteration 74Q: 3 clusters Score -1193352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1193359.000000 Penalty: 4613.433594
	Iteration 75Q: 3 clusters Score -1193359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1193362.375000 Penalty: 4613.433594
	Iteration 76Q: 3 clusters Score -1193362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1193372.500000 Penalty: 4613.433594
	Iteration 77Q: 3 clusters Score -1193372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1193377.250000 Penalty: 4613.433594
	Iteration 78Q: 3 clusters Score -1193377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1193380.125000 Penalty: 4613.433594
	Iteration 79Q: 3 clusters Score -1193380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1193380.500000 Penalty: 4613.433594
	Iteration 80F: 3 clusters Score -1193380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1193383.125000 Penalty: 4613.433594
	Iteration 81Q: 3 clusters Score -1193383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1193385.875000 Penalty: 4613.433594
	Iteration 82Q: 3 clusters Score -1193386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1193388.750000 Penalty: 4613.433594
	Iteration 83Q: 3 clusters Score -1193389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1193393.500000 Penalty: 4613.433594
	Iteration 84Q: 3 clusters Score -1193394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1193394.500000 Penalty: 4613.433594
	Iteration 85Q: 3 clusters Score -1193394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1193397.250000 Penalty: 4613.433594
	Iteration 86Q: 3 clusters Score -1193397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1193399.125000 Penalty: 4613.433594
	Iteration 87Q: 3 clusters Score -1193399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1193404.125000 Penalty: 4613.433594
	Iteration 88Q: 3 clusters Score -1193404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1193406.875000 Penalty: 4613.433594
	Iteration 89Q: 3 clusters Score -1193407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1193409.750000 Penalty: 4613.433594
	Iteration 90Q: 3 clusters Score -1193410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1193411.250000 Penalty: 4613.433594
	Iteration 91Q: 3 clusters Score -1193411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1193415.125000 Penalty: 4613.433594
	Iteration 92Q: 3 clusters Score -1193415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1193420.875000 Penalty: 4613.433594
	Iteration 93Q: 3 clusters Score -1193421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1193423.250000 Penalty: 4613.433594
	Iteration 94Q: 3 clusters Score -1193423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1193427.625000 Penalty: 4613.433594
	Iteration 95Q: 3 clusters Score -1193428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1193431.875000 Penalty: 4613.433594
	Iteration 96Q: 3 clusters Score -1193432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1193434.875000 Penalty: 4613.433594
	Iteration 97Q: 3 clusters Score -1193435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1193437.500000 Penalty: 4613.433594
	Iteration 98Q: 3 clusters Score -1193438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1193442.250000 Penalty: 4613.433594
	Iteration 99Q: 3 clusters Score -1193442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1193443.500000 Penalty: 4613.433594
	Iteration 100F: 3 clusters Score -1193444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1193448.000000 Penalty: 4613.433594
	Iteration 101Q: 3 clusters Score -1193448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1193452.250000 Penalty: 4613.433594
	Iteration 102Q: 3 clusters Score -1193452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1193455.625000 Penalty: 4613.433594
	Iteration 103Q: 3 clusters Score -1193456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1193463.750000 Penalty: 4613.433594
	Iteration 104Q: 3 clusters Score -1193464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1193466.875000 Penalty: 4613.433594
	Iteration 105Q: 3 clusters Score -1193467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1193471.750000 Penalty: 4613.433594
	Iteration 106Q: 3 clusters Score -1193472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1193474.875000 Penalty: 4613.433594
	Iteration 107Q: 3 clusters Score -1193475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1193478.000000 Penalty: 4613.433594
	Iteration 108Q: 3 clusters Score -1193478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1193481.875000 Penalty: 4613.433594
	Iteration 109Q: 3 clusters Score -1193482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1193480.750000 Penalty: 4613.433594
	Iteration 110Q: 3 clusters Score -1193481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1193479.125000 Penalty: 4613.433594
	Iteration 111Q: 3 clusters Score -1193479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1193480.250000 Penalty: 4613.433594
	Iteration 112Q: 3 clusters Score -1193480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1193481.000000 Penalty: 4613.433594
	Iteration 113Q: 3 clusters Score -1193481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1193481.750000 Penalty: 4613.433594
	Iteration 114Q: 3 clusters Score -1193482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1193482.000000 Penalty: 4613.433594
	Iteration 115Q: 3 clusters Score -1193482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1193480.875000 Penalty: 4613.433594
	Iteration 116Q: 3 clusters Score -1193481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1193479.250000 Penalty: 4613.433594
	Iteration 117Q: 3 clusters Score -1193479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1193479.250000 Penalty: 4613.433594
	Iteration 118F: 3 clusters Score -1193479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (16859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Entering Unmasked Estep 
Score: -1835432.625000 Penalty: 2413.694824
	Iteration 0F: 2 clusters Score -1835433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1823348.750000 Penalty: 4827.389648
	Iteration 0F: 3 clusters Score -1823349 nChanged 7336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1827160.625000 Penalty: 4827.389648
	Iteration 1F: 3 clusters Score -1827161 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1827507.875000 Penalty: 4827.389648
	Iteration 2F: 3 clusters Score -1827508 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1827788.500000 Penalty: 4827.389648
	Iteration 3Q: 3 clusters Score -1827788 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1828025.875000 Penalty: 4827.389648
	Iteration 4Q: 3 clusters Score -1828026 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1828254.375000 Penalty: 4827.389648
	Iteration 5Q: 3 clusters Score -1828254 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1828481.375000 Penalty: 4827.389648
	Iteration 6Q: 3 clusters Score -1828481 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1828720.750000 Penalty: 4827.389648
	Iteration 7Q: 3 clusters Score -1828721 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1829015.625000 Penalty: 4827.389648
	Iteration 8Q: 3 clusters Score -1829016 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1829431.250000 Penalty: 4827.389648
	Iteration 9Q: 3 clusters Score -1829431 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1829940.125000 Penalty: 4827.389648
	Iteration 10Q: 3 clusters Score -1829940 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1830551.875000 Penalty: 4827.389648
	Iteration 11F: 3 clusters Score -1830552 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1831226.875000 Penalty: 4827.389648
	Iteration 12F: 3 clusters Score -1831227 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1831842.125000 Penalty: 4827.389648
	Iteration 13Q: 3 clusters Score -1831842 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -1832337.125000 Penalty: 4827.389648
	Iteration 14Q: 3 clusters Score -1832337 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1832693.125000 Penalty: 4827.389648
	Iteration 15Q: 3 clusters Score -1832693 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -1832927.250000 Penalty: 4827.389648
	Iteration 16Q: 3 clusters Score -1832927 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -1833062.125000 Penalty: 4827.389648
	Iteration 17Q: 3 clusters Score -1833062 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -1833167.125000 Penalty: 4827.389648
	Iteration 18Q: 3 clusters Score -1833167 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -1833223.750000 Penalty: 4827.389648
	Iteration 19Q: 3 clusters Score -1833224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -1833251.375000 Penalty: 4827.389648
	Iteration 20F: 3 clusters Score -1833251 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -1833283.000000 Penalty: 4827.389648
	Iteration 21Q: 3 clusters Score -1833283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -1833306.250000 Penalty: 4827.389648
	Iteration 22Q: 3 clusters Score -1833306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -1833321.875000 Penalty: 4827.389648
	Iteration 23Q: 3 clusters Score -1833322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -1833331.375000 Penalty: 4827.389648
	Iteration 24Q: 3 clusters Score -1833331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -1833334.250000 Penalty: 4827.389648
	Iteration 25Q: 3 clusters Score -1833334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -1833338.000000 Penalty: 4827.389648
	Iteration 26Q: 3 clusters Score -1833338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -1833340.125000 Penalty: 4827.389648
	Iteration 27Q: 3 clusters Score -1833340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -1833337.500000 Penalty: 4827.389648
	Iteration 28Q: 3 clusters Score -1833338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -1833337.500000 Penalty: 4827.389648
	Iteration 29F: 3 clusters Score -1833338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (21893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Entering Unmasked Estep 
Score: -2116014.500000 Penalty: 2478.492676
	Iteration 0F: 2 clusters Score -2116014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2100733.250000 Penalty: 4956.985352
	Iteration 0F: 3 clusters Score -2100733 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2106093.250000 Penalty: 4956.985352
	Iteration 1F: 3 clusters Score -2106093 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2106746.750000 Penalty: 4956.985352
	Iteration 2F: 3 clusters Score -2106747 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2107463.500000 Penalty: 4956.985352
	Iteration 3F: 3 clusters Score -2107464 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2108136.250000 Penalty: 4956.985352
	Iteration 4F: 3 clusters Score -2108136 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2108800.500000 Penalty: 4956.985352
	Iteration 5F: 3 clusters Score -2108800 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2109399.500000 Penalty: 4956.985352
	Iteration 6F: 3 clusters Score -2109400 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2109980.000000 Penalty: 4956.985352
	Iteration 7Q: 3 clusters Score -2109980 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2110552.500000 Penalty: 4956.985352
	Iteration 8Q: 3 clusters Score -2110552 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2111119.000000 Penalty: 4956.985352
	Iteration 9Q: 3 clusters Score -2111119 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2111689.500000 Penalty: 4956.985352
	Iteration 10Q: 3 clusters Score -2111690 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2112170.750000 Penalty: 4956.985352
	Iteration 11Q: 3 clusters Score -2112171 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2112542.000000 Penalty: 4956.985352
	Iteration 12Q: 3 clusters Score -2112542 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2112813.500000 Penalty: 4956.985352
	Iteration 13Q: 3 clusters Score -2112814 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -2113004.000000 Penalty: 4956.985352
	Iteration 14Q: 3 clusters Score -2113004 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2113162.500000 Penalty: 4956.985352
	Iteration 15Q: 3 clusters Score -2113162 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -2113310.500000 Penalty: 4956.985352
	Iteration 16Q: 3 clusters Score -2113310 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -2113442.500000 Penalty: 4956.985352
	Iteration 17Q: 3 clusters Score -2113442 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2113559.500000 Penalty: 4956.985352
	Iteration 18Q: 3 clusters Score -2113560 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2113659.250000 Penalty: 4956.985352
	Iteration 19Q: 3 clusters Score -2113659 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2113732.500000 Penalty: 4956.985352
	Iteration 20F: 3 clusters Score -2113732 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2113799.000000 Penalty: 4956.985352
	Iteration 21Q: 3 clusters Score -2113799 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -2113848.250000 Penalty: 4956.985352
	Iteration 22Q: 3 clusters Score -2113848 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2113892.000000 Penalty: 4956.985352
	Iteration 23Q: 3 clusters Score -2113892 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2113939.250000 Penalty: 4956.985352
	Iteration 24Q: 3 clusters Score -2113939 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -2113969.500000 Penalty: 4956.985352
	Iteration 25Q: 3 clusters Score -2113970 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2113993.250000 Penalty: 4956.985352
	Iteration 26Q: 3 clusters Score -2113993 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2114017.500000 Penalty: 4956.985352
	Iteration 27Q: 3 clusters Score -2114018 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2114037.750000 Penalty: 4956.985352
	Iteration 28Q: 3 clusters Score -2114038 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2114061.250000 Penalty: 4956.985352
	Iteration 29Q: 3 clusters Score -2114061 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2114083.500000 Penalty: 4956.985352
	Iteration 30Q: 3 clusters Score -2114084 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -2114104.500000 Penalty: 4956.985352
	Iteration 31Q: 3 clusters Score -2114104 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -2114133.500000 Penalty: 4956.985352
	Iteration 32Q: 3 clusters Score -2114134 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2114155.500000 Penalty: 4956.985352
	Iteration 33Q: 3 clusters Score -2114156 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2114179.000000 Penalty: 4956.985352
	Iteration 34Q: 3 clusters Score -2114179 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2114190.250000 Penalty: 4956.985352
	Iteration 35Q: 3 clusters Score -2114190 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2114207.250000 Penalty: 4956.985352
	Iteration 36Q: 3 clusters Score -2114207 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2114223.500000 Penalty: 4956.985352
	Iteration 37Q: 3 clusters Score -2114224 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2114253.500000 Penalty: 4956.985352
	Iteration 38Q: 3 clusters Score -2114254 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2114273.750000 Penalty: 4956.985352
	Iteration 39Q: 3 clusters Score -2114274 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2114285.750000 Penalty: 4956.985352
	Iteration 40F: 3 clusters Score -2114286 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2114310.250000 Penalty: 4956.985352
	Iteration 41Q: 3 clusters Score -2114310 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2114332.000000 Penalty: 4956.985352
	Iteration 42Q: 3 clusters Score -2114332 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2114352.250000 Penalty: 4956.985352
	Iteration 43Q: 3 clusters Score -2114352 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2114369.000000 Penalty: 4956.985352
	Iteration 44Q: 3 clusters Score -2114369 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2114388.500000 Penalty: 4956.985352
	Iteration 45Q: 3 clusters Score -2114388 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2114399.500000 Penalty: 4956.985352
	Iteration 46Q: 3 clusters Score -2114400 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2114409.250000 Penalty: 4956.985352
	Iteration 47Q: 3 clusters Score -2114409 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2114416.250000 Penalty: 4956.985352
	Iteration 48Q: 3 clusters Score -2114416 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2114423.750000 Penalty: 4956.985352
	Iteration 49Q: 3 clusters Score -2114424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2114431.500000 Penalty: 4956.985352
	Iteration 50Q: 3 clusters Score -2114432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2114436.500000 Penalty: 4956.985352
	Iteration 51Q: 3 clusters Score -2114436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2114444.500000 Penalty: 4956.985352
	Iteration 52Q: 3 clusters Score -2114444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2114444.500000 Penalty: 4956.985352
	Iteration 53Q: 3 clusters Score -2114444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2114448.750000 Penalty: 4956.985352
	Iteration 54Q: 3 clusters Score -2114449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2114450.250000 Penalty: 4956.985352
	Iteration 55Q: 3 clusters Score -2114450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2114453.000000 Penalty: 4956.985352
	Iteration 56Q: 3 clusters Score -2114453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2114451.750000 Penalty: 4956.985352
	Iteration 57Q: 3 clusters Score -2114452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2114448.750000 Penalty: 4956.985352
	Iteration 58Q: 3 clusters Score -2114449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2114451.750000 Penalty: 4956.985352
	Iteration 59Q: 3 clusters Score -2114452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2114458.250000 Penalty: 4956.985352
	Iteration 60F: 3 clusters Score -2114458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2114464.750000 Penalty: 4956.985352
	Iteration 61Q: 3 clusters Score -2114465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2114466.500000 Penalty: 4956.985352
	Iteration 62Q: 3 clusters Score -2114466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2114469.000000 Penalty: 4956.985352
	Iteration 63Q: 3 clusters Score -2114469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2114471.500000 Penalty: 4956.985352
	Iteration 64Q: 3 clusters Score -2114472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2114478.750000 Penalty: 4956.985352
	Iteration 65Q: 3 clusters Score -2114479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2114476.000000 Penalty: 4956.985352
	Iteration 66Q: 3 clusters Score -2114476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2114479.000000 Penalty: 4956.985352
	Iteration 67Q: 3 clusters Score -2114479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2114481.250000 Penalty: 4956.985352
	Iteration 68Q: 3 clusters Score -2114481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2114483.750000 Penalty: 4956.985352
	Iteration 69Q: 3 clusters Score -2114484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2114487.250000 Penalty: 4956.985352
	Iteration 70Q: 3 clusters Score -2114487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2114487.250000 Penalty: 4956.985352
	Iteration 71Q: 3 clusters Score -2114487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2114493.000000 Penalty: 4956.985352
	Iteration 72Q: 3 clusters Score -2114493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2114496.250000 Penalty: 4956.985352
	Iteration 73Q: 3 clusters Score -2114496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2114501.250000 Penalty: 4956.985352
	Iteration 74Q: 3 clusters Score -2114501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2114500.000000 Penalty: 4956.985352
	Iteration 75Q: 3 clusters Score -2114500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2114500.500000 Penalty: 4956.985352
	Iteration 76Q: 3 clusters Score -2114500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2114501.000000 Penalty: 4956.985352
	Iteration 77Q: 3 clusters Score -2114501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2114498.000000 Penalty: 4956.985352
	Iteration 78Q: 3 clusters Score -2114498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2114496.500000 Penalty: 4956.985352
	Iteration 79Q: 3 clusters Score -2114496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2114497.250000 Penalty: 4956.985352
	Iteration 80F: 3 clusters Score -2114497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2114499.250000 Penalty: 4956.985352
	Iteration 81Q: 3 clusters Score -2114499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2114501.750000 Penalty: 4956.985352
	Iteration 82Q: 3 clusters Score -2114502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2114502.750000 Penalty: 4956.985352
	Iteration 83Q: 3 clusters Score -2114503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2114504.750000 Penalty: 4956.985352
	Iteration 84Q: 3 clusters Score -2114505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2114510.750000 Penalty: 4956.985352
	Iteration 85Q: 3 clusters Score -2114511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2114510.000000 Penalty: 4956.985352
	Iteration 86Q: 3 clusters Score -2114510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2114510.000000 Penalty: 4956.985352
	Iteration 87Q: 3 clusters Score -2114510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2114510.750000 Penalty: 4956.985352
	Iteration 88Q: 3 clusters Score -2114511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2114515.000000 Penalty: 4956.985352
	Iteration 89Q: 3 clusters Score -2114515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2114515.250000 Penalty: 4956.985352
	Iteration 90Q: 3 clusters Score -2114515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2114514.250000 Penalty: 4956.985352
	Iteration 91Q: 3 clusters Score -2114514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2114515.750000 Penalty: 4956.985352
	Iteration 92Q: 3 clusters Score -2114516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2114518.000000 Penalty: 4956.985352
	Iteration 93Q: 3 clusters Score -2114518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2114518.750000 Penalty: 4956.985352
	Iteration 94Q: 3 clusters Score -2114519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2114518.500000 Penalty: 4956.985352
	Iteration 95Q: 3 clusters Score -2114518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2114515.750000 Penalty: 4956.985352
	Iteration 96Q: 3 clusters Score -2114516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2114518.500000 Penalty: 4956.985352
	Iteration 97Q: 3 clusters Score -2114518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2114519.750000 Penalty: 4956.985352
	Iteration 98Q: 3 clusters Score -2114520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2114522.750000 Penalty: 4956.985352
	Iteration 99Q: 3 clusters Score -2114523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2114521.750000 Penalty: 4956.985352
	Iteration 100F: 3 clusters Score -2114522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2114521.250000 Penalty: 4956.985352
	Iteration 101Q: 3 clusters Score -2114521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2114521.250000 Penalty: 4956.985352
	Iteration 102F: 3 clusters Score -2114521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -86232.312500 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -86232.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -84381.820312 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -84381.82 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -84694.578125 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -84694.58 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -84863.773438 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -84863.77 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -84988.835938 Penalty: 3378.377197
	Iteration 3Q: 3 clusters Score -84988.84 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -85095.085938 Penalty: 3378.377197
	Iteration 4Q: 3 clusters Score -85095.09 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -85200.742188 Penalty: 3378.377197
	Iteration 5Q: 3 clusters Score -85200.74 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -85284.937500 Penalty: 3378.377197
	Iteration 6Q: 3 clusters Score -85284.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -85359.476562 Penalty: 3378.377197
	Iteration 7Q: 3 clusters Score -85359.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -85414.609375 Penalty: 3378.377197
	Iteration 8Q: 3 clusters Score -85414.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -85456.554688 Penalty: 3378.377197
	Iteration 9Q: 3 clusters Score -85456.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -85486.984375 Penalty: 3378.377197
	Iteration 10Q: 3 clusters Score -85486.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -85514.109375 Penalty: 3378.377197
	Iteration 11Q: 3 clusters Score -85514.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -85535.328125 Penalty: 3378.377197
	Iteration 12Q: 3 clusters Score -85535.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -85557.585938 Penalty: 3378.377197
	Iteration 13Q: 3 clusters Score -85557.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -85584.453125 Penalty: 3378.377197
	Iteration 14Q: 3 clusters Score -85584.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -85611.085938 Penalty: 3378.377197
	Iteration 15Q: 3 clusters Score -85611.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -85643.593750 Penalty: 3378.377197
	Iteration 16Q: 3 clusters Score -85643.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -85668.875000 Penalty: 3378.377197
	Iteration 17Q: 3 clusters Score -85668.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -85681.429688 Penalty: 3378.377197
	Iteration 18Q: 3 clusters Score -85681.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -85688.039062 Penalty: 3378.377197
	Iteration 19Q: 3 clusters Score -85688.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -85689.437500 Penalty: 3378.377197
	Iteration 20F: 3 clusters Score -85689.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -85691.140625 Penalty: 3378.377197
	Iteration 21Q: 3 clusters Score -85691.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -85691.914062 Penalty: 3378.377197
	Iteration 22Q: 3 clusters Score -85691.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -85691.914062 Penalty: 3378.377197
	Iteration 23F: 3 clusters Score -85691.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -17676.312500 Penalty: 1340.978638
	Iteration 0F: 2 clusters Score -17676.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16789.705078 Penalty: 2681.957275
	Iteration 0F: 3 clusters Score -16789.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16889.898438 Penalty: 2681.957275
	Iteration 1F: 3 clusters Score -16889.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16920.464844 Penalty: 2681.957275
	Iteration 2Q: 3 clusters Score -16920.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16957.992188 Penalty: 2681.957275
	Iteration 3Q: 3 clusters Score -16957.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17025.718750 Penalty: 2681.957275
	Iteration 4F: 3 clusters Score -17025.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17100.064453 Penalty: 2681.957275
	Iteration 5F: 3 clusters Score -17100.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17146.197266 Penalty: 2681.957275
	Iteration 6Q: 3 clusters Score -17146.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17217.376953 Penalty: 2681.957275
	Iteration 7Q: 3 clusters Score -17217.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17248.164062 Penalty: 2681.957275
	Iteration 8Q: 3 clusters Score -17248.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17260.744141 Penalty: 2681.957275
	Iteration 9Q: 3 clusters Score -17260.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -17292.847656 Penalty: 2681.957275
	Iteration 10Q: 3 clusters Score -17292.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -17318.335938 Penalty: 2681.957275
	Iteration 11Q: 3 clusters Score -17318.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -17318.335938 Penalty: 2681.957275
	Iteration 12F: 3 clusters Score -17318.34 nChanged 0
--- Evaluating fit on full set of 1944630 points ---
Entering Unmasked Estep 
Score: -194867344.000000 Penalty: 190332.765625
23->54 Clusters: Score -194867344.000000, best is -194929504.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 648210 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 28225 members 
Mstep: Class 3 contains 27822 members 
Mstep: Class 4 contains 28114 members 
Mstep: Class 5 contains 28289 members 
Mstep: Class 6 contains 28214 members 
Mstep: Class 7 contains 28170 members 
Mstep: Class 8 contains 28420 members 
Mstep: Class 9 contains 28414 members 
Mstep: Class 10 contains 28143 members 
Mstep: Class 11 contains 28235 members 
Mstep: Class 12 contains 28336 members 
Mstep: Class 13 contains 28040 members 
Mstep: Class 14 contains 27893 members 
Mstep: Class 15 contains 27893 members 
Mstep: Class 16 contains 28158 members 
Mstep: Class 17 contains 28034 members 
Mstep: Class 18 contains 28306 members 
Mstep: Class 19 contains 27924 members 
Mstep: Class 20 contains 28368 members 
Mstep: Class 21 contains 28485 members 
Mstep: Class 22 contains 28196 members 
Mstep: Class 23 contains 28091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 382.609253 but Gain 3318.726562
Score: -57038564.000000 Penalty: 73012.031250
Iteration 0F: 23 clusters Score -5.703856e+07 nChanged 617717
Entering Unmasked Mstep 
Mstep: Class 0 contains 6832 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 20041 members 
Mstep: Class 3 contains 9087 members 
Mstep: Class 4 contains 7960 members 
Mstep: Class 5 contains 53632 members 
Mstep: Class 6 contains 13864 members 
Mstep: Class 7 contains 15971 members 
Mstep: Class 8 contains 306130 members 
Mstep: Class 9 contains 57774 members 
Mstep: Class 10 contains 6495 members 
Mstep: Class 11 contains 23651 members 
Mstep: Class 12 contains 9410 members 
Mstep: Class 13 contains 3036 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 23391 members 
Mstep: Class 17 contains 6069 members 
Mstep: Class 18 contains 12252 members 
Mstep: Class 19 contains 37080 members 
Mstep: Class 20 contains 5555 members 
Mstep: Class 21 contains 2050 members 
Mstep: Class 22 contains 8219 members 
Mstep: Class 23 contains 7595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -62115420.000000 Penalty: 73012.031250
Iteration 1F: 23 clusters Score -6.211542e+07 nChanged 252127
Entering Unmasked Mstep 
Mstep: Class 0 contains 3176 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 16819 members 
Mstep: Class 3 contains 3815 members 
Mstep: Class 4 contains 4303 members 
Mstep: Class 5 contains 36836 members 
Mstep: Class 6 contains 12487 members 
Mstep: Class 7 contains 6249 members 
Mstep: Class 8 contains 349700 members 
Mstep: Class 9 contains 47089 members 
Mstep: Class 10 contains 7582 members 
Mstep: Class 11 contains 21867 members 
Mstep: Class 12 contains 5998 members 
Mstep: Class 13 contains 12176 members 
Mstep: Class 15 contains 3260 members 
Mstep: Class 16 contains 43570 members 
Mstep: Class 17 contains 8195 members 
Mstep: Class 18 contains 7204 members 
Mstep: Class 19 contains 30440 members 
Mstep: Class 20 contains 4937 members 
Mstep: Class 21 contains 1384 members 
Mstep: Class 22 contains 3950 members 
Mstep: Class 23 contains 3821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -63289756.000000 Penalty: 73012.031250
Iteration 2F: 23 clusters Score -6.328976e+07 nChanged 167205
Entering Unmasked Mstep 
Mstep: Class 0 contains 1906 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 16777 members 
Mstep: Class 3 contains 2531 members 
Mstep: Class 4 contains 4350 members 
Mstep: Class 5 contains 24052 members 
Mstep: Class 6 contains 19200 members 
Mstep: Class 7 contains 4869 members 
Mstep: Class 8 contains 304617 members 
Mstep: Class 9 contains 39232 members 
Mstep: Class 10 contains 11754 members 
Mstep: Class 11 contains 21975 members 
Mstep: Class 12 contains 8837 members 
Mstep: Class 13 contains 13058 members 
Mstep: Class 15 contains 2892 members 
Mstep: Class 16 contains 87046 members 
Mstep: Class 17 contains 6393 members 
Mstep: Class 18 contains 8921 members 
Mstep: Class 19 contains 29301 members 
Mstep: Class 20 contains 4714 members 
Mstep: Class 21 contains 1731 members 
Mstep: Class 22 contains 4144 members 
Mstep: Class 23 contains 4940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -63765064.000000 Penalty: 73012.031250
Iteration 3F: 23 clusters Score -6.376506e+07 nChanged 101126
Entering Unmasked Mstep 
Mstep: Class 0 contains 1161 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 17893 members 
Mstep: Class 3 contains 3273 members 
Mstep: Class 4 contains 4254 members 
Mstep: Class 5 contains 16593 members 
Mstep: Class 6 contains 24637 members 
Mstep: Class 7 contains 3895 members 
Mstep: Class 8 contains 274727 members 
Mstep: Class 9 contains 38008 members 
Mstep: Class 10 contains 14363 members 
Mstep: Class 11 contains 23091 members 
Mstep: Class 12 contains 11780 members 
Mstep: Class 13 contains 12252 members 
Mstep: Class 15 contains 2696 members 
Mstep: Class 16 contains 100347 members 
Mstep: Class 17 contains 6079 members 
Mstep: Class 18 contains 10129 members 
Mstep: Class 19 contains 31214 members 
Mstep: Class 20 contains 4490 members 
Mstep: Class 21 contains 1905 members 
Mstep: Class 22 contains 5793 members 
Mstep: Class 23 contains 5818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -63990380.000000 Penalty: 73012.031250
Iteration 4F: 23 clusters Score -6.399038e+07 nChanged 74412
Entering Unmasked Mstep 
Mstep: Class 0 contains 909 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 18849 members 
Mstep: Class 3 contains 4007 members 
Mstep: Class 4 contains 4534 members 
Mstep: Class 5 contains 12456 members 
Mstep: Class 6 contains 28406 members 
Mstep: Class 7 contains 3324 members 
Mstep: Class 8 contains 247383 members 
Mstep: Class 9 contains 45147 members 
Mstep: Class 10 contains 16501 members 
Mstep: Class 11 contains 24370 members 
Mstep: Class 12 contains 15014 members 
Mstep: Class 13 contains 11379 members 
Mstep: Class 15 contains 2582 members 
Mstep: Class 16 contains 101641 members 
Mstep: Class 17 contains 6285 members 
Mstep: Class 18 contains 11813 members 
Mstep: Class 19 contains 36490 members 
Mstep: Class 20 contains 3579 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7487 members 
Mstep: Class 23 contains 6689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64138184.000000 Penalty: 73012.031250
Iteration 5F: 23 clusters Score -6.413818e+07 nChanged 58881
Entering Unmasked Mstep 
Mstep: Class 0 contains 884 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 19996 members 
Mstep: Class 3 contains 4433 members 
Mstep: Class 4 contains 5043 members 
Mstep: Class 5 contains 10214 members 
Mstep: Class 6 contains 30464 members 
Mstep: Class 7 contains 2867 members 
Mstep: Class 8 contains 224679 members 
Mstep: Class 9 contains 52785 members 
Mstep: Class 10 contains 18562 members 
Mstep: Class 11 contains 25445 members 
Mstep: Class 12 contains 17631 members 
Mstep: Class 13 contains 10598 members 
Mstep: Class 15 contains 2556 members 
Mstep: Class 16 contains 100559 members 
Mstep: Class 17 contains 6538 members 
Mstep: Class 18 contains 13899 members 
Mstep: Class 19 contains 41336 members 
Mstep: Class 20 contains 2579 members 
Mstep: Class 21 contains 1848 members 
Mstep: Class 22 contains 8901 members 
Mstep: Class 23 contains 7842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64217612.000000 Penalty: 73012.031250
Iteration 6F: 23 clusters Score -6.421761e+07 nChanged 44891
Entering Unmasked Mstep 
Mstep: Class 0 contains 873 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 21380 members 
Mstep: Class 3 contains 4861 members 
Mstep: Class 4 contains 5483 members 
Mstep: Class 5 contains 9275 members 
Mstep: Class 6 contains 31326 members 
Mstep: Class 7 contains 2616 members 
Mstep: Class 8 contains 207423 members 
Mstep: Class 9 contains 58235 members 
Mstep: Class 10 contains 20678 members 
Mstep: Class 11 contains 25993 members 
Mstep: Class 12 contains 19898 members 
Mstep: Class 13 contains 9924 members 
Mstep: Class 15 contains 2572 members 
Mstep: Class 16 contains 98847 members 
Mstep: Class 17 contains 6704 members 
Mstep: Class 18 contains 16040 members 
Mstep: Class 19 contains 44065 members 
Mstep: Class 20 contains 2035 members 
Mstep: Class 21 contains 1853 members 
Mstep: Class 22 contains 10132 members 
Mstep: Class 23 contains 9276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64265624.000000 Penalty: 73012.031250
Iteration 7F: 23 clusters Score -6.426562e+07 nChanged 36420
Entering Unmasked Mstep 
Mstep: Class 0 contains 766 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 22797 members 
Mstep: Class 3 contains 5295 members 
Mstep: Class 4 contains 5881 members 
Mstep: Class 5 contains 8876 members 
Mstep: Class 6 contains 31480 members 
Mstep: Class 7 contains 2486 members 
Mstep: Class 8 contains 192457 members 
Mstep: Class 9 contains 62513 members 
Mstep: Class 10 contains 22693 members 
Mstep: Class 11 contains 25879 members 
Mstep: Class 12 contains 22723 members 
Mstep: Class 13 contains 9489 members 
Mstep: Class 15 contains 2645 members 
Mstep: Class 16 contains 97487 members 
Mstep: Class 17 contains 6654 members 
Mstep: Class 18 contains 17951 members 
Mstep: Class 19 contains 45531 members 
Mstep: Class 20 contains 1835 members 
Mstep: Class 21 contains 1854 members 
Mstep: Class 22 contains 11414 members 
Mstep: Class 23 contains 10860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64309836.000000 Penalty: 73012.031250
Iteration 8F: 23 clusters Score -6.430984e+07 nChanged 32407
Entering Unmasked Mstep 
Mstep: Class 0 contains 649 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 24146 members 
Mstep: Class 3 contains 5758 members 
Mstep: Class 4 contains 6174 members 
Mstep: Class 5 contains 8745 members 
Mstep: Class 6 contains 31023 members 
Mstep: Class 7 contains 2428 members 
Mstep: Class 8 contains 177598 members 
Mstep: Class 9 contains 66179 members 
Mstep: Class 10 contains 24674 members 
Mstep: Class 11 contains 25110 members 
Mstep: Class 12 contains 27298 members 
Mstep: Class 13 contains 9207 members 
Mstep: Class 15 contains 2798 members 
Mstep: Class 16 contains 96710 members 
Mstep: Class 17 contains 6534 members 
Mstep: Class 18 contains 19654 members 
Mstep: Class 19 contains 46485 members 
Mstep: Class 20 contains 1733 members 
Mstep: Class 21 contains 1854 members 
Mstep: Class 22 contains 12603 members 
Mstep: Class 23 contains 12486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64346900.000000 Penalty: 73012.031250
Iteration 9Q: 23 clusters Score -6.43469e+07 nChanged 29992
Entering Unmasked Mstep 
Mstep: Class 0 contains 631 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 25322 members 
Mstep: Class 3 contains 6146 members 
Mstep: Class 4 contains 6319 members 
Mstep: Class 5 contains 8650 members 
Mstep: Class 6 contains 29990 members 
Mstep: Class 7 contains 2403 members 
Mstep: Class 8 contains 163153 members 
Mstep: Class 9 contains 69069 members 
Mstep: Class 10 contains 26792 members 
Mstep: Class 11 contains 24309 members 
Mstep: Class 12 contains 33067 members 
Mstep: Class 13 contains 8990 members 
Mstep: Class 15 contains 3037 members 
Mstep: Class 16 contains 96194 members 
Mstep: Class 17 contains 6451 members 
Mstep: Class 18 contains 21081 members 
Mstep: Class 19 contains 47240 members 
Mstep: Class 20 contains 1612 members 
Mstep: Class 21 contains 1854 members 
Mstep: Class 22 contains 13641 members 
Mstep: Class 23 contains 14122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64377288.000000 Penalty: 73012.031250
Iteration 10Q: 23 clusters Score -6.437729e+07 nChanged 26934
Entering Unmasked Mstep 
Mstep: Class 0 contains 631 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 26178 members 
Mstep: Class 3 contains 6384 members 
Mstep: Class 4 contains 6366 members 
Mstep: Class 5 contains 8558 members 
Mstep: Class 6 contains 28490 members 
Mstep: Class 7 contains 2346 members 
Mstep: Class 8 contains 150740 members 
Mstep: Class 9 contains 71173 members 
Mstep: Class 10 contains 28868 members 
Mstep: Class 11 contains 23742 members 
Mstep: Class 12 contains 38533 members 
Mstep: Class 13 contains 8826 members 
Mstep: Class 15 contains 3376 members 
Mstep: Class 16 contains 95795 members 
Mstep: Class 17 contains 6424 members 
Mstep: Class 18 contains 22302 members 
Mstep: Class 19 contains 47807 members 
Mstep: Class 20 contains 1541 members 
Mstep: Class 21 contains 1854 members 
Mstep: Class 22 contains 14525 members 
Mstep: Class 23 contains 15876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64402536.000000 Penalty: 73012.031250
Iteration 11Q: 23 clusters Score -6.440254e+07 nChanged 25480
Entering Unmasked Mstep 
Mstep: Class 0 contains 631 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 26791 members 
Mstep: Class 3 contains 6557 members 
Mstep: Class 4 contains 6357 members 
Mstep: Class 5 contains 8499 members 
Mstep: Class 6 contains 26759 members 
Mstep: Class 7 contains 2257 members 
Mstep: Class 8 contains 139745 members 
Mstep: Class 9 contains 72675 members 
Mstep: Class 10 contains 30891 members 
Mstep: Class 11 contains 23258 members 
Mstep: Class 12 contains 43889 members 
Mstep: Class 13 contains 8750 members 
Mstep: Class 15 contains 3792 members 
Mstep: Class 16 contains 95500 members 
Mstep: Class 17 contains 6402 members 
Mstep: Class 18 contains 23325 members 
Mstep: Class 19 contains 48272 members 
Mstep: Class 20 contains 1511 members 
Mstep: Class 21 contains 1854 members 
Mstep: Class 22 contains 15174 members 
Mstep: Class 23 contains 17657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64426928.000000 Penalty: 73012.031250
Iteration 12Q: 23 clusters Score -6.442693e+07 nChanged 22994
Entering Unmasked Mstep 
Mstep: Class 0 contains 631 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 27232 members 
Mstep: Class 3 contains 6691 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 8455 members 
Mstep: Class 6 contains 24935 members 
Mstep: Class 7 contains 2167 members 
Mstep: Class 8 contains 131300 members 
Mstep: Class 9 contains 73666 members 
Mstep: Class 10 contains 32598 members 
Mstep: Class 11 contains 22798 members 
Mstep: Class 12 contains 47834 members 
Mstep: Class 13 contains 8694 members 
Mstep: Class 15 contains 4261 members 
Mstep: Class 16 contains 95260 members 
Mstep: Class 17 contains 6450 members 
Mstep: Class 18 contains 24147 members 
Mstep: Class 19 contains 48692 members 
Mstep: Class 20 contains 1493 members 
Mstep: Class 21 contains 1854 members 
Mstep: Class 22 contains 15704 members 
Mstep: Class 23 contains 19445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64446240.000000 Penalty: 73012.031250
Iteration 13Q: 23 clusters Score -6.444624e+07 nChanged 19732
Entering Unmasked Mstep 
Mstep: Class 0 contains 631 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 27565 members 
Mstep: Class 3 contains 6820 members 
Mstep: Class 4 contains 6295 members 
Mstep: Class 5 contains 8454 members 
Mstep: Class 6 contains 23109 members 
Mstep: Class 7 contains 2092 members 
Mstep: Class 8 contains 125773 members 
Mstep: Class 9 contains 74388 members 
Mstep: Class 10 contains 33911 members 
Mstep: Class 11 contains 22356 members 
Mstep: Class 12 contains 49701 members 
Mstep: Class 13 contains 8658 members 
Mstep: Class 15 contains 4761 members 
Mstep: Class 16 contains 95091 members 
Mstep: Class 17 contains 6558 members 
Mstep: Class 18 contains 24787 members 
Mstep: Class 19 contains 49180 members 
Mstep: Class 20 contains 1484 members 
Mstep: Class 21 contains 1854 members 
Mstep: Class 22 contains 16151 members 
Mstep: Class 23 contains 21211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64457892.000000 Penalty: 73012.031250
Iteration 14Q: 23 clusters Score -6.445789e+07 nChanged 16750
Entering Unmasked Mstep 
Mstep: Class 0 contains 631 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 27928 members 
Mstep: Class 3 contains 6975 members 
Mstep: Class 4 contains 6288 members 
Mstep: Class 5 contains 8462 members 
Mstep: Class 6 contains 21582 members 
Mstep: Class 7 contains 2054 members 
Mstep: Class 8 contains 121827 members 
Mstep: Class 9 contains 75145 members 
Mstep: Class 10 contains 34626 members 
Mstep: Class 11 contains 21902 members 
Mstep: Class 12 contains 50402 members 
Mstep: Class 13 contains 8653 members 
Mstep: Class 15 contains 5197 members 
Mstep: Class 16 contains 94880 members 
Mstep: Class 17 contains 6690 members 
Mstep: Class 18 contains 25257 members 
Mstep: Class 19 contains 49539 members 
Mstep: Class 20 contains 1481 members 
Mstep: Class 21 contains 1854 members 
Mstep: Class 22 contains 16565 members 
Mstep: Class 23 contains 23009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64466300.000000 Penalty: 73012.031250
Iteration 15Q: 23 clusters Score -6.44663e+07 nChanged 14528
Entering Unmasked Mstep 
Mstep: Class 0 contains 631 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 28207 members 
Mstep: Class 3 contains 7120 members 
Mstep: Class 4 contains 6311 members 
Mstep: Class 5 contains 8463 members 
Mstep: Class 6 contains 20395 members 
Mstep: Class 7 contains 2030 members 
Mstep: Class 8 contains 118543 members 
Mstep: Class 9 contains 75814 members 
Mstep: Class 10 contains 34866 members 
Mstep: Class 11 contains 21454 members 
Mstep: Class 12 contains 50707 members 
Mstep: Class 13 contains 8662 members 
Mstep: Class 15 contains 5670 members 
Mstep: Class 16 contains 94661 members 
Mstep: Class 17 contains 6844 members 
Mstep: Class 18 contains 25551 members 
Mstep: Class 19 contains 49910 members 
Mstep: Class 20 contains 1475 members 
Mstep: Class 21 contains 1854 members 
Mstep: Class 22 contains 17024 members 
Mstep: Class 23 contains 24797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64472644.000000 Penalty: 73012.031250
Iteration 16Q: 23 clusters Score -6.447264e+07 nChanged 12665
Entering Unmasked Mstep 
Mstep: Class 0 contains 631 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 28352 members 
Mstep: Class 3 contains 7313 members 
Mstep: Class 4 contains 6352 members 
Mstep: Class 5 contains 8416 members 
Mstep: Class 6 contains 19440 members 
Mstep: Class 7 contains 2022 members 
Mstep: Class 8 contains 115794 members 
Mstep: Class 9 contains 76376 members 
Mstep: Class 10 contains 34741 members 
Mstep: Class 11 contains 20959 members 
Mstep: Class 12 contains 50843 members 
Mstep: Class 13 contains 8679 members 
Mstep: Class 15 contains 6200 members 
Mstep: Class 16 contains 94525 members 
Mstep: Class 17 contains 7060 members 
Mstep: Class 18 contains 25904 members 
Mstep: Class 19 contains 50136 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 1854 members 
Mstep: Class 22 contains 17416 members 
Mstep: Class 23 contains 26530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64477500.000000 Penalty: 73012.031250
Iteration 17Q: 23 clusters Score -6.44775e+07 nChanged 11506
Entering Unmasked Mstep 
Mstep: Class 0 contains 631 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 28408 members 
Mstep: Class 3 contains 7518 members 
Mstep: Class 4 contains 6397 members 
Mstep: Class 5 contains 8406 members 
Mstep: Class 6 contains 18635 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 8 contains 113471 members 
Mstep: Class 9 contains 76660 members 
Mstep: Class 10 contains 34485 members 
Mstep: Class 11 contains 20428 members 
Mstep: Class 12 contains 50892 members 
Mstep: Class 13 contains 8711 members 
Mstep: Class 15 contains 6763 members 
Mstep: Class 16 contains 94421 members 
Mstep: Class 17 contains 7291 members 
Mstep: Class 18 contains 26112 members 
Mstep: Class 19 contains 50266 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 1854 members 
Mstep: Class 22 contains 17732 members 
Mstep: Class 23 contains 28331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64482160.000000 Penalty: 73012.031250
Iteration 18Q: 23 clusters Score -6.448216e+07 nChanged 10345
Entering Unmasked Mstep 
Mstep: Class 0 contains 630 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 28370 members 
Mstep: Class 3 contains 7672 members 
Mstep: Class 4 contains 6427 members 
Mstep: Class 5 contains 8455 members 
Mstep: Class 6 contains 17976 members 
Mstep: Class 7 contains 2013 members 
Mstep: Class 8 contains 111550 members 
Mstep: Class 9 contains 76732 members 
Mstep: Class 10 contains 34189 members 
Mstep: Class 11 contains 19978 members 
Mstep: Class 12 contains 50925 members 
Mstep: Class 13 contains 8760 members 
Mstep: Class 15 contains 7334 members 
Mstep: Class 16 contains 94335 members 
Mstep: Class 17 contains 7570 members 
Mstep: Class 18 contains 26170 members 
Mstep: Class 19 contains 50344 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 1854 members 
Mstep: Class 22 contains 17946 members 
Mstep: Class 23 contains 30076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64485972.000000 Penalty: 73012.031250
Iteration 19Q: 23 clusters Score -6.448597e+07 nChanged 9525
Entering Unmasked Mstep 
Mstep: Class 0 contains 630 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 28291 members 
Mstep: Class 3 contains 7827 members 
Mstep: Class 4 contains 6500 members 
Mstep: Class 5 contains 8583 members 
Mstep: Class 6 contains 17439 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 8 contains 109894 members 
Mstep: Class 9 contains 76702 members 
Mstep: Class 10 contains 33794 members 
Mstep: Class 11 contains 19541 members 
Mstep: Class 12 contains 50945 members 
Mstep: Class 13 contains 8812 members 
Mstep: Class 15 contains 7896 members 
Mstep: Class 16 contains 94210 members 
Mstep: Class 17 contains 7877 members 
Mstep: Class 18 contains 26168 members 
Mstep: Class 19 contains 50405 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 1854 members 
Mstep: Class 22 contains 18106 members 
Mstep: Class 23 contains 31756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64509012.000000 Penalty: 73012.031250
Iteration 20F: 23 clusters Score -6.450901e+07 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 28191 members 
Mstep: Class 3 contains 7912 members 
Mstep: Class 4 contains 6655 members 
Mstep: Class 5 contains 8738 members 
Mstep: Class 6 contains 16997 members 
Mstep: Class 7 contains 2013 members 
Mstep: Class 8 contains 108351 members 
Mstep: Class 9 contains 76610 members 
Mstep: Class 10 contains 33400 members 
Mstep: Class 11 contains 19041 members 
Mstep: Class 12 contains 50974 members 
Mstep: Class 13 contains 8849 members 
Mstep: Class 15 contains 8536 members 
Mstep: Class 16 contains 94071 members 
Mstep: Class 17 contains 8186 members 
Mstep: Class 18 contains 26084 members 
Mstep: Class 19 contains 50497 members 
Mstep: Class 20 contains 1892 members 
Mstep: Class 21 contains 1854 members 
Mstep: Class 22 contains 18259 members 
Mstep: Class 23 contains 33383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64536148.000000 Penalty: 73012.031250
Iteration 21Q: 23 clusters Score -6.453615e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 28060 members 
Mstep: Class 3 contains 7976 members 
Mstep: Class 4 contains 6757 members 
Mstep: Class 5 contains 8895 members 
Mstep: Class 6 contains 16654 members 
Mstep: Class 7 contains 2011 members 
Mstep: Class 8 contains 106866 members 
Mstep: Class 9 contains 76539 members 
Mstep: Class 10 contains 33025 members 
Mstep: Class 11 contains 18694 members 
Mstep: Class 12 contains 51049 members 
Mstep: Class 13 contains 8916 members 
Mstep: Class 15 contains 9112 members 
Mstep: Class 16 contains 93925 members 
Mstep: Class 17 contains 8540 members 
Mstep: Class 18 contains 25997 members 
Mstep: Class 19 contains 50596 members 
Mstep: Class 20 contains 1845 members 
Mstep: Class 21 contains 1854 members 
Mstep: Class 22 contains 18360 members 
Mstep: Class 23 contains 34840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64540652.000000 Penalty: 73012.031250
Iteration 22Q: 23 clusters Score -6.454065e+07 nChanged 7518
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 27984 members 
Mstep: Class 3 contains 8040 members 
Mstep: Class 4 contains 6717 members 
Mstep: Class 5 contains 9019 members 
Mstep: Class 6 contains 16418 members 
Mstep: Class 7 contains 2011 members 
Mstep: Class 8 contains 105347 members 
Mstep: Class 9 contains 76494 members 
Mstep: Class 10 contains 32656 members 
Mstep: Class 11 contains 18327 members 
Mstep: Class 12 contains 51108 members 
Mstep: Class 13 contains 9002 members 
Mstep: Class 15 contains 9694 members 
Mstep: Class 16 contains 93807 members 
Mstep: Class 17 contains 8871 members 
Mstep: Class 18 contains 25908 members 
Mstep: Class 19 contains 50746 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 1856 members 
Mstep: Class 22 contains 18403 members 
Mstep: Class 23 contains 36246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64542924.000000 Penalty: 73012.031250
Iteration 23Q: 23 clusters Score -6.454292e+07 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 27912 members 
Mstep: Class 3 contains 8097 members 
Mstep: Class 4 contains 6697 members 
Mstep: Class 5 contains 9103 members 
Mstep: Class 6 contains 16255 members 
Mstep: Class 7 contains 2011 members 
Mstep: Class 8 contains 103814 members 
Mstep: Class 9 contains 76490 members 
Mstep: Class 10 contains 32293 members 
Mstep: Class 11 contains 17997 members 
Mstep: Class 12 contains 51188 members 
Mstep: Class 13 contains 9084 members 
Mstep: Class 15 contains 10192 members 
Mstep: Class 16 contains 93725 members 
Mstep: Class 17 contains 9230 members 
Mstep: Class 18 contains 25857 members 
Mstep: Class 19 contains 50936 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 18410 members 
Mstep: Class 23 contains 37508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64544812.000000 Penalty: 73012.031250
Iteration 24Q: 23 clusters Score -6.454481e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 27775 members 
Mstep: Class 3 contains 8145 members 
Mstep: Class 4 contains 6674 members 
Mstep: Class 5 contains 9163 members 
Mstep: Class 6 contains 16136 members 
Mstep: Class 7 contains 2011 members 
Mstep: Class 8 contains 102297 members 
Mstep: Class 9 contains 76444 members 
Mstep: Class 10 contains 32025 members 
Mstep: Class 11 contains 17699 members 
Mstep: Class 12 contains 51260 members 
Mstep: Class 13 contains 9186 members 
Mstep: Class 15 contains 10643 members 
Mstep: Class 16 contains 93672 members 
Mstep: Class 17 contains 9588 members 
Mstep: Class 18 contains 25821 members 
Mstep: Class 19 contains 51238 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 18362 members 
Mstep: Class 23 contains 38677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64546176.000000 Penalty: 73012.031250
Iteration 25Q: 23 clusters Score -6.454618e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 27634 members 
Mstep: Class 3 contains 8178 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 9223 members 
Mstep: Class 6 contains 16020 members 
Mstep: Class 7 contains 2011 members 
Mstep: Class 8 contains 100766 members 
Mstep: Class 9 contains 76449 members 
Mstep: Class 10 contains 31799 members 
Mstep: Class 11 contains 17452 members 
Mstep: Class 12 contains 51330 members 
Mstep: Class 13 contains 9280 members 
Mstep: Class 15 contains 11062 members 
Mstep: Class 16 contains 93620 members 
Mstep: Class 17 contains 9915 members 
Mstep: Class 18 contains 25791 members 
Mstep: Class 19 contains 51605 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 18288 members 
Mstep: Class 23 contains 39787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64547668.000000 Penalty: 73012.031250
Iteration 26Q: 23 clusters Score -6.454767e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 27490 members 
Mstep: Class 3 contains 8212 members 
Mstep: Class 4 contains 6634 members 
Mstep: Class 5 contains 9268 members 
Mstep: Class 6 contains 15938 members 
Mstep: Class 7 contains 2011 members 
Mstep: Class 8 contains 99272 members 
Mstep: Class 9 contains 76396 members 
Mstep: Class 10 contains 31579 members 
Mstep: Class 11 contains 17291 members 
Mstep: Class 12 contains 51401 members 
Mstep: Class 13 contains 9363 members 
Mstep: Class 15 contains 11441 members 
Mstep: Class 16 contains 93577 members 
Mstep: Class 17 contains 10260 members 
Mstep: Class 18 contains 25811 members 
Mstep: Class 19 contains 51996 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 18170 members 
Mstep: Class 23 contains 40797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64548856.000000 Penalty: 73012.031250
Iteration 27Q: 23 clusters Score -6.454886e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 37486 members 
Mstep: Class 2 contains 27364 members 
Mstep: Class 3 contains 8241 members 
Mstep: Class 4 contains 6643 members 
Mstep: Class 5 contains 9300 members 
Mstep: Class 6 contains 15885 members 
Mstep: Class 7 contains 2012 members 
Mstep: Class 8 contains 97810 members 
Mstep: Class 9 contains 76348 members 
Mstep: Class 10 contains 31386 members 
Mstep: Class 11 contains 17149 members 
Mstep: Class 12 contains 51445 members 
Mstep: Class 13 contains 9438 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 93533 members 
Mstep: Class 17 contains 10611 members 
Mstep: Class 18 contains 25875 members 
Mstep: Class 19 contains 52319 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 18048 members 
Mstep: Class 23 contains 41785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64550056.000000 Penalty: 73012.031250
Iteration 28Q: 23 clusters Score -6.455006e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 27216 members 
Mstep: Class 3 contains 8245 members 
Mstep: Class 4 contains 6644 members 
Mstep: Class 5 contains 9323 members 
Mstep: Class 6 contains 15828 members 
Mstep: Class 7 contains 2012 members 
Mstep: Class 8 contains 96313 members 
Mstep: Class 9 contains 76375 members 
Mstep: Class 10 contains 31241 members 
Mstep: Class 11 contains 17065 members 
Mstep: Class 12 contains 51485 members 
Mstep: Class 13 contains 9512 members 
Mstep: Class 15 contains 12037 members 
Mstep: Class 16 contains 93501 members 
Mstep: Class 17 contains 10943 members 
Mstep: Class 18 contains 26084 members 
Mstep: Class 19 contains 52558 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 17907 members 
Mstep: Class 23 contains 42691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64551404.000000 Penalty: 73012.031250
Iteration 29Q: 23 clusters Score -6.45514e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 27076 members 
Mstep: Class 3 contains 8277 members 
Mstep: Class 4 contains 6671 members 
Mstep: Class 5 contains 9341 members 
Mstep: Class 6 contains 15811 members 
Mstep: Class 7 contains 2012 members 
Mstep: Class 8 contains 94773 members 
Mstep: Class 9 contains 76385 members 
Mstep: Class 10 contains 31099 members 
Mstep: Class 11 contains 16996 members 
Mstep: Class 12 contains 51502 members 
Mstep: Class 13 contains 9585 members 
Mstep: Class 15 contains 12286 members 
Mstep: Class 16 contains 93473 members 
Mstep: Class 17 contains 11251 members 
Mstep: Class 18 contains 26408 members 
Mstep: Class 19 contains 52734 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 17774 members 
Mstep: Class 23 contains 43567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64553240.000000 Penalty: 73012.031250
Iteration 30Q: 23 clusters Score -6.455324e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 26989 members 
Mstep: Class 3 contains 8301 members 
Mstep: Class 4 contains 6702 members 
Mstep: Class 5 contains 9356 members 
Mstep: Class 6 contains 15842 members 
Mstep: Class 7 contains 2012 members 
Mstep: Class 8 contains 93181 members 
Mstep: Class 9 contains 76370 members 
Mstep: Class 10 contains 30988 members 
Mstep: Class 11 contains 16947 members 
Mstep: Class 12 contains 51514 members 
Mstep: Class 13 contains 9648 members 
Mstep: Class 15 contains 12522 members 
Mstep: Class 16 contains 93444 members 
Mstep: Class 17 contains 11538 members 
Mstep: Class 18 contains 26795 members 
Mstep: Class 19 contains 52823 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 17660 members 
Mstep: Class 23 contains 44422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64556136.000000 Penalty: 73012.031250
Iteration 31Q: 23 clusters Score -6.455614e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 26900 members 
Mstep: Class 3 contains 8327 members 
Mstep: Class 4 contains 6732 members 
Mstep: Class 5 contains 9363 members 
Mstep: Class 6 contains 15994 members 
Mstep: Class 7 contains 2012 members 
Mstep: Class 8 contains 91415 members 
Mstep: Class 9 contains 76348 members 
Mstep: Class 10 contains 30857 members 
Mstep: Class 11 contains 16975 members 
Mstep: Class 12 contains 51521 members 
Mstep: Class 13 contains 9708 members 
Mstep: Class 15 contains 12757 members 
Mstep: Class 16 contains 93421 members 
Mstep: Class 17 contains 11825 members 
Mstep: Class 18 contains 27289 members 
Mstep: Class 19 contains 52845 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 17517 members 
Mstep: Class 23 contains 45298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64562632.000000 Penalty: 73012.031250
Iteration 32Q: 23 clusters Score -6.456263e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 26805 members 
Mstep: Class 3 contains 8349 members 
Mstep: Class 4 contains 6800 members 
Mstep: Class 5 contains 9366 members 
Mstep: Class 6 contains 16842 members 
Mstep: Class 7 contains 2010 members 
Mstep: Class 8 contains 89367 members 
Mstep: Class 9 contains 76231 members 
Mstep: Class 10 contains 30778 members 
Mstep: Class 11 contains 17027 members 
Mstep: Class 12 contains 51536 members 
Mstep: Class 13 contains 9763 members 
Mstep: Class 15 contains 12980 members 
Mstep: Class 16 contains 93394 members 
Mstep: Class 17 contains 12078 members 
Mstep: Class 18 contains 27528 members 
Mstep: Class 19 contains 52737 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 17414 members 
Mstep: Class 23 contains 46134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64569236.000000 Penalty: 73012.031250
Iteration 33Q: 23 clusters Score -6.456924e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 26706 members 
Mstep: Class 3 contains 8352 members 
Mstep: Class 4 contains 6879 members 
Mstep: Class 5 contains 9368 members 
Mstep: Class 6 contains 18080 members 
Mstep: Class 7 contains 2008 members 
Mstep: Class 8 contains 87392 members 
Mstep: Class 9 contains 76069 members 
Mstep: Class 10 contains 30736 members 
Mstep: Class 11 contains 17105 members 
Mstep: Class 12 contains 51560 members 
Mstep: Class 13 contains 9821 members 
Mstep: Class 15 contains 13158 members 
Mstep: Class 16 contains 93356 members 
Mstep: Class 17 contains 12311 members 
Mstep: Class 18 contains 27544 members 
Mstep: Class 19 contains 52419 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 17316 members 
Mstep: Class 23 contains 47027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64572308.000000 Penalty: 73012.031250
Iteration 34Q: 23 clusters Score -6.457231e+07 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 26616 members 
Mstep: Class 3 contains 8368 members 
Mstep: Class 4 contains 6951 members 
Mstep: Class 5 contains 9370 members 
Mstep: Class 6 contains 19036 members 
Mstep: Class 7 contains 2008 members 
Mstep: Class 8 contains 85664 members 
Mstep: Class 9 contains 75968 members 
Mstep: Class 10 contains 30730 members 
Mstep: Class 11 contains 17209 members 
Mstep: Class 12 contains 51572 members 
Mstep: Class 13 contains 9881 members 
Mstep: Class 15 contains 13312 members 
Mstep: Class 16 contains 93336 members 
Mstep: Class 17 contains 12525 members 
Mstep: Class 18 contains 27407 members 
Mstep: Class 19 contains 52049 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 17210 members 
Mstep: Class 23 contains 48072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64574340.000000 Penalty: 73012.031250
Iteration 35Q: 23 clusters Score -6.457434e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 26517 members 
Mstep: Class 3 contains 8357 members 
Mstep: Class 4 contains 7031 members 
Mstep: Class 5 contains 9372 members 
Mstep: Class 6 contains 19770 members 
Mstep: Class 7 contains 2008 members 
Mstep: Class 8 contains 84129 members 
Mstep: Class 9 contains 75981 members 
Mstep: Class 10 contains 30749 members 
Mstep: Class 11 contains 17321 members 
Mstep: Class 12 contains 51582 members 
Mstep: Class 13 contains 9954 members 
Mstep: Class 15 contains 13433 members 
Mstep: Class 16 contains 93331 members 
Mstep: Class 17 contains 12716 members 
Mstep: Class 18 contains 27191 members 
Mstep: Class 19 contains 51604 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 17100 members 
Mstep: Class 23 contains 49193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64576496.000000 Penalty: 73012.031250
Iteration 36Q: 23 clusters Score -6.45765e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 26402 members 
Mstep: Class 3 contains 8341 members 
Mstep: Class 4 contains 7130 members 
Mstep: Class 5 contains 9372 members 
Mstep: Class 6 contains 20328 members 
Mstep: Class 7 contains 2008 members 
Mstep: Class 8 contains 82837 members 
Mstep: Class 9 contains 76060 members 
Mstep: Class 10 contains 30757 members 
Mstep: Class 11 contains 17462 members 
Mstep: Class 12 contains 51612 members 
Mstep: Class 13 contains 10008 members 
Mstep: Class 15 contains 13555 members 
Mstep: Class 16 contains 93318 members 
Mstep: Class 17 contains 12928 members 
Mstep: Class 18 contains 26915 members 
Mstep: Class 19 contains 51116 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 16966 members 
Mstep: Class 23 contains 50278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64578768.000000 Penalty: 73012.031250
Iteration 37Q: 23 clusters Score -6.457877e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 26289 members 
Mstep: Class 3 contains 8333 members 
Mstep: Class 4 contains 7270 members 
Mstep: Class 5 contains 9373 members 
Mstep: Class 6 contains 20716 members 
Mstep: Class 7 contains 2008 members 
Mstep: Class 8 contains 81761 members 
Mstep: Class 9 contains 76134 members 
Mstep: Class 10 contains 30787 members 
Mstep: Class 11 contains 17588 members 
Mstep: Class 12 contains 51654 members 
Mstep: Class 13 contains 10075 members 
Mstep: Class 15 contains 13652 members 
Mstep: Class 16 contains 93287 members 
Mstep: Class 17 contains 13112 members 
Mstep: Class 18 contains 26562 members 
Mstep: Class 19 contains 50551 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 16877 members 
Mstep: Class 23 contains 51330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64580812.000000 Penalty: 73012.031250
Iteration 38Q: 23 clusters Score -6.458081e+07 nChanged 5396
Entering ConstructFrom: 
Score: -64580812.000000 Penalty: 73012.031250
Entering ConstructFrom: 
Trying to split cluster 1 (37159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Entering Unmasked Estep 
Score: -3954915.750000 Penalty: 2609.694580
	Iteration 0F: 2 clusters Score -3954916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -3929809.000000 Penalty: 5219.389160
	Iteration 0F: 3 clusters Score -3929809 nChanged 16922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -3940581.000000 Penalty: 5219.389160
	Iteration 1F: 3 clusters Score -3940581 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -3943539.500000 Penalty: 5219.389160
	Iteration 2F: 3 clusters Score -3943540 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -3947494.250000 Penalty: 5219.389160
	Iteration 3F: 3 clusters Score -3947494 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -3952528.750000 Penalty: 5219.389160
	Iteration 4F: 3 clusters Score -3952529 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -3958419.250000 Penalty: 5219.389160
	Iteration 5F: 3 clusters Score -3958419 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -3961742.000000 Penalty: 5219.389160
	Iteration 6F: 3 clusters Score -3961742 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -3963123.750000 Penalty: 5219.389160
	Iteration 7Q: 3 clusters Score -3963124 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -3963481.750000 Penalty: 5219.389160
	Iteration 8Q: 3 clusters Score -3963482 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -3963596.500000 Penalty: 5219.389160
	Iteration 9Q: 3 clusters Score -3963596 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -3963659.500000 Penalty: 5219.389160
	Iteration 10Q: 3 clusters Score -3963660 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -3963680.500000 Penalty: 5219.389160
	Iteration 11Q: 3 clusters Score -3963680 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -3963701.000000 Penalty: 5219.389160
	Iteration 12Q: 3 clusters Score -3963701 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -3963705.000000 Penalty: 5219.389160
	Iteration 13Q: 3 clusters Score -3963705 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -3963711.750000 Penalty: 5219.389160
	Iteration 14Q: 3 clusters Score -3963712 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -3963713.750000 Penalty: 5219.389160
	Iteration 15Q: 3 clusters Score -3963714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -3963707.250000 Penalty: 5219.389160
	Iteration 16Q: 3 clusters Score -3963707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -3963720.500000 Penalty: 5219.389160
	Iteration 17Q: 3 clusters Score -3963720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -3963717.500000 Penalty: 5219.389160
	Iteration 18Q: 3 clusters Score -3963718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -3963722.500000 Penalty: 5219.389160
	Iteration 19Q: 3 clusters Score -3963722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -3963728.750000 Penalty: 5219.389160
	Iteration 20F: 3 clusters Score -3963729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -3963723.750000 Penalty: 5219.389160
	Iteration 21Q: 3 clusters Score -3963724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -3963725.000000 Penalty: 5219.389160
	Iteration 22Q: 3 clusters Score -3963725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -3963719.500000 Penalty: 5219.389160
	Iteration 23Q: 3 clusters Score -3963720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -3963719.500000 Penalty: 5219.389160
	Iteration 24F: 3 clusters Score -3963720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 26179 members 
Mstep: Class 3 contains 8312 members 
Mstep: Class 4 contains 7410 members 
Mstep: Class 5 contains 9372 members 
Mstep: Class 6 contains 21001 members 
Mstep: Class 7 contains 2007 members 
Mstep: Class 8 contains 80868 members 
Mstep: Class 9 contains 76143 members 
Mstep: Class 10 contains 30824 members 
Mstep: Class 11 contains 17768 members 
Mstep: Class 12 contains 51684 members 
Mstep: Class 13 contains 10125 members 
Mstep: Class 14 contains 22889 members 
Mstep: Class 15 contains 13744 members 
Mstep: Class 16 contains 93263 members 
Mstep: Class 17 contains 13302 members 
Mstep: Class 18 contains 26190 members 
Mstep: Class 19 contains 49983 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 16799 members 
Mstep: Class 23 contains 52295 members 
Entering Unmasked Estep 
Score: -64590416.000000 Penalty: 76330.757812
Splitting cluster 1 changes total score from -64580812.000000 to -64590416.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 2 (26179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Entering Unmasked Estep 
Score: -2184431.000000 Penalty: 2522.833008
	Iteration 0F: 2 clusters Score -2184431 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 12964 members 
Entering Unmasked Estep 
Score: -2166411.750000 Penalty: 5045.666016
	Iteration 0F: 3 clusters Score -2166412 nChanged 11741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2173227.000000 Penalty: 5045.666016
	Iteration 1F: 3 clusters Score -2173227 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2174223.000000 Penalty: 5045.666016
	Iteration 2F: 3 clusters Score -2174223 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2175331.500000 Penalty: 5045.666016
	Iteration 3F: 3 clusters Score -2175332 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2176621.500000 Penalty: 5045.666016
	Iteration 4F: 3 clusters Score -2176622 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2177870.500000 Penalty: 5045.666016
	Iteration 5F: 3 clusters Score -2177870 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2178876.750000 Penalty: 5045.666016
	Iteration 6F: 3 clusters Score -2178877 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2179600.250000 Penalty: 5045.666016
	Iteration 7F: 3 clusters Score -2179600 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2180114.000000 Penalty: 5045.666016
	Iteration 8Q: 3 clusters Score -2180114 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2180475.750000 Penalty: 5045.666016
	Iteration 9Q: 3 clusters Score -2180476 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2180743.000000 Penalty: 5045.666016
	Iteration 10Q: 3 clusters Score -2180743 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2180962.750000 Penalty: 5045.666016
	Iteration 11Q: 3 clusters Score -2180963 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2181156.750000 Penalty: 5045.666016
	Iteration 12Q: 3 clusters Score -2181157 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2181339.500000 Penalty: 5045.666016
	Iteration 13Q: 3 clusters Score -2181340 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2181476.500000 Penalty: 5045.666016
	Iteration 14Q: 3 clusters Score -2181476 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2181610.750000 Penalty: 5045.666016
	Iteration 15Q: 3 clusters Score -2181611 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2181740.750000 Penalty: 5045.666016
	Iteration 16Q: 3 clusters Score -2181741 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2181883.500000 Penalty: 5045.666016
	Iteration 17Q: 3 clusters Score -2181884 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -2182015.750000 Penalty: 5045.666016
	Iteration 18Q: 3 clusters Score -2182016 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2182151.750000 Penalty: 5045.666016
	Iteration 19Q: 3 clusters Score -2182152 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2182268.250000 Penalty: 5045.666016
	Iteration 20F: 3 clusters Score -2182268 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -2182401.000000 Penalty: 5045.666016
	Iteration 21Q: 3 clusters Score -2182401 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2182500.250000 Penalty: 5045.666016
	Iteration 22Q: 3 clusters Score -2182500 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2182604.750000 Penalty: 5045.666016
	Iteration 23Q: 3 clusters Score -2182605 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2182701.250000 Penalty: 5045.666016
	Iteration 24Q: 3 clusters Score -2182701 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2182764.250000 Penalty: 5045.666016
	Iteration 25Q: 3 clusters Score -2182764 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2182813.250000 Penalty: 5045.666016
	Iteration 26Q: 3 clusters Score -2182813 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2182859.250000 Penalty: 5045.666016
	Iteration 27Q: 3 clusters Score -2182859 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2182901.000000 Penalty: 5045.666016
	Iteration 28Q: 3 clusters Score -2182901 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2182932.000000 Penalty: 5045.666016
	Iteration 29Q: 3 clusters Score -2182932 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2182968.000000 Penalty: 5045.666016
	Iteration 30Q: 3 clusters Score -2182968 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2183005.750000 Penalty: 5045.666016
	Iteration 31Q: 3 clusters Score -2183006 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2183033.500000 Penalty: 5045.666016
	Iteration 32Q: 3 clusters Score -2183034 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2183060.500000 Penalty: 5045.666016
	Iteration 33Q: 3 clusters Score -2183060 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2183078.000000 Penalty: 5045.666016
	Iteration 34Q: 3 clusters Score -2183078 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2183094.500000 Penalty: 5045.666016
	Iteration 35Q: 3 clusters Score -2183094 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2183110.750000 Penalty: 5045.666016
	Iteration 36Q: 3 clusters Score -2183111 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2183122.500000 Penalty: 5045.666016
	Iteration 37Q: 3 clusters Score -2183122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2183122.250000 Penalty: 5045.666016
	Iteration 38Q: 3 clusters Score -2183122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2183132.500000 Penalty: 5045.666016
	Iteration 39Q: 3 clusters Score -2183132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2183141.500000 Penalty: 5045.666016
	Iteration 40F: 3 clusters Score -2183142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2183142.250000 Penalty: 5045.666016
	Iteration 41Q: 3 clusters Score -2183142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2183148.500000 Penalty: 5045.666016
	Iteration 42Q: 3 clusters Score -2183148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2183150.000000 Penalty: 5045.666016
	Iteration 43Q: 3 clusters Score -2183150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2183155.500000 Penalty: 5045.666016
	Iteration 44Q: 3 clusters Score -2183156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2183155.750000 Penalty: 5045.666016
	Iteration 45Q: 3 clusters Score -2183156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2183156.750000 Penalty: 5045.666016
	Iteration 46Q: 3 clusters Score -2183157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2183160.250000 Penalty: 5045.666016
	Iteration 47Q: 3 clusters Score -2183160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2183163.500000 Penalty: 5045.666016
	Iteration 48Q: 3 clusters Score -2183164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2183161.500000 Penalty: 5045.666016
	Iteration 49Q: 3 clusters Score -2183162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2183161.000000 Penalty: 5045.666016
	Iteration 50Q: 3 clusters Score -2183161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2183165.000000 Penalty: 5045.666016
	Iteration 51Q: 3 clusters Score -2183165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2183159.000000 Penalty: 5045.666016
	Iteration 52Q: 3 clusters Score -2183159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2183161.500000 Penalty: 5045.666016
	Iteration 53Q: 3 clusters Score -2183162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2183160.750000 Penalty: 5045.666016
	Iteration 54Q: 3 clusters Score -2183161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2183163.500000 Penalty: 5045.666016
	Iteration 55Q: 3 clusters Score -2183164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2183161.500000 Penalty: 5045.666016
	Iteration 56Q: 3 clusters Score -2183162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2183161.500000 Penalty: 5045.666016
	Iteration 57F: 3 clusters Score -2183162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Entering Unmasked Estep 
Score: -809410.625000 Penalty: 2238.312988
	Iteration 0F: 2 clusters Score -809410.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -802876.875000 Penalty: 4476.625977
	Iteration 0F: 3 clusters Score -802876.9 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -804799.000000 Penalty: 4476.625977
	Iteration 1F: 3 clusters Score -804799 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -805245.625000 Penalty: 4476.625977
	Iteration 2F: 3 clusters Score -805245.6 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -805600.312500 Penalty: 4476.625977
	Iteration 3F: 3 clusters Score -805600.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -805956.187500 Penalty: 4476.625977
	Iteration 4F: 3 clusters Score -805956.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -806297.875000 Penalty: 4476.625977
	Iteration 5F: 3 clusters Score -806297.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -806648.625000 Penalty: 4476.625977
	Iteration 6F: 3 clusters Score -806648.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -806986.687500 Penalty: 4476.625977
	Iteration 7F: 3 clusters Score -806986.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -807362.625000 Penalty: 4476.625977
	Iteration 8F: 3 clusters Score -807362.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -807759.312500 Penalty: 4476.625977
	Iteration 9F: 3 clusters Score -807759.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -808073.812500 Penalty: 4476.625977
	Iteration 10F: 3 clusters Score -808073.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -808330.062500 Penalty: 4476.625977
	Iteration 11Q: 3 clusters Score -808330.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -808559.250000 Penalty: 4476.625977
	Iteration 12Q: 3 clusters Score -808559.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -808772.625000 Penalty: 4476.625977
	Iteration 13Q: 3 clusters Score -808772.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -808937.187500 Penalty: 4476.625977
	Iteration 14Q: 3 clusters Score -808937.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -809073.312500 Penalty: 4476.625977
	Iteration 15Q: 3 clusters Score -809073.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -809167.312500 Penalty: 4476.625977
	Iteration 16Q: 3 clusters Score -809167.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -809225.250000 Penalty: 4476.625977
	Iteration 17Q: 3 clusters Score -809225.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -809270.062500 Penalty: 4476.625977
	Iteration 18Q: 3 clusters Score -809270.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -809307.812500 Penalty: 4476.625977
	Iteration 19Q: 3 clusters Score -809307.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -809352.062500 Penalty: 4476.625977
	Iteration 20F: 3 clusters Score -809352.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -809394.812500 Penalty: 4476.625977
	Iteration 21Q: 3 clusters Score -809394.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -809429.437500 Penalty: 4476.625977
	Iteration 22Q: 3 clusters Score -809429.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -809460.687500 Penalty: 4476.625977
	Iteration 23Q: 3 clusters Score -809460.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -809499.812500 Penalty: 4476.625977
	Iteration 24Q: 3 clusters Score -809499.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -809533.750000 Penalty: 4476.625977
	Iteration 25Q: 3 clusters Score -809533.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -809571.000000 Penalty: 4476.625977
	Iteration 26Q: 3 clusters Score -809571 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -809607.875000 Penalty: 4476.625977
	Iteration 27Q: 3 clusters Score -809607.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -809643.437500 Penalty: 4476.625977
	Iteration 28Q: 3 clusters Score -809643.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -809674.562500 Penalty: 4476.625977
	Iteration 29Q: 3 clusters Score -809674.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -809711.500000 Penalty: 4476.625977
	Iteration 30Q: 3 clusters Score -809711.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -809754.250000 Penalty: 4476.625977
	Iteration 31Q: 3 clusters Score -809754.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -809788.625000 Penalty: 4476.625977
	Iteration 32Q: 3 clusters Score -809788.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -809839.500000 Penalty: 4476.625977
	Iteration 33Q: 3 clusters Score -809839.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -809884.937500 Penalty: 4476.625977
	Iteration 34Q: 3 clusters Score -809884.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -809915.625000 Penalty: 4476.625977
	Iteration 35Q: 3 clusters Score -809915.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -809938.750000 Penalty: 4476.625977
	Iteration 36Q: 3 clusters Score -809938.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -809965.062500 Penalty: 4476.625977
	Iteration 37Q: 3 clusters Score -809965.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -809982.875000 Penalty: 4476.625977
	Iteration 38Q: 3 clusters Score -809982.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -809999.562500 Penalty: 4476.625977
	Iteration 39Q: 3 clusters Score -809999.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -810014.312500 Penalty: 4476.625977
	Iteration 40F: 3 clusters Score -810014.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -810030.875000 Penalty: 4476.625977
	Iteration 41Q: 3 clusters Score -810030.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -810039.187500 Penalty: 4476.625977
	Iteration 42Q: 3 clusters Score -810039.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -810053.437500 Penalty: 4476.625977
	Iteration 43Q: 3 clusters Score -810053.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -810059.312500 Penalty: 4476.625977
	Iteration 44Q: 3 clusters Score -810059.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -810065.937500 Penalty: 4476.625977
	Iteration 45Q: 3 clusters Score -810065.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -810071.312500 Penalty: 4476.625977
	Iteration 46Q: 3 clusters Score -810071.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -810073.937500 Penalty: 4476.625977
	Iteration 47Q: 3 clusters Score -810073.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -810080.937500 Penalty: 4476.625977
	Iteration 48Q: 3 clusters Score -810080.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -810083.750000 Penalty: 4476.625977
	Iteration 49Q: 3 clusters Score -810083.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -810085.187500 Penalty: 4476.625977
	Iteration 50Q: 3 clusters Score -810085.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -810085.687500 Penalty: 4476.625977
	Iteration 51Q: 3 clusters Score -810085.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -810088.312500 Penalty: 4476.625977
	Iteration 52Q: 3 clusters Score -810088.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -810091.437500 Penalty: 4476.625977
	Iteration 53Q: 3 clusters Score -810091.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -810092.125000 Penalty: 4476.625977
	Iteration 54Q: 3 clusters Score -810092.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -810092.125000 Penalty: 4476.625977
	Iteration 55Q: 3 clusters Score -810092.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -810092.125000 Penalty: 4476.625977
	Iteration 56F: 3 clusters Score -810092.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 26179 members 
Mstep: Class 3 contains 5838 members 
Mstep: Class 4 contains 7410 members 
Mstep: Class 5 contains 9372 members 
Mstep: Class 6 contains 21001 members 
Mstep: Class 7 contains 2007 members 
Mstep: Class 8 contains 80868 members 
Mstep: Class 9 contains 76143 members 
Mstep: Class 10 contains 30824 members 
Mstep: Class 11 contains 17768 members 
Mstep: Class 12 contains 51684 members 
Mstep: Class 13 contains 10125 members 
Mstep: Class 14 contains 22889 members 
Mstep: Class 15 contains 13744 members 
Mstep: Class 16 contains 93263 members 
Mstep: Class 17 contains 13302 members 
Mstep: Class 18 contains 26190 members 
Mstep: Class 19 contains 49983 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 16799 members 
Mstep: Class 23 contains 52295 members 
Mstep: Class 24 contains 2474 members 
Entering Unmasked Estep 
Score: -64590096.000000 Penalty: 79649.484375
Splitting cluster 3 changes total score from -64580812.000000 to -64590096.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 4 (7410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Entering Unmasked Estep 
Score: -701857.875000 Penalty: 2209.825195
	Iteration 0F: 2 clusters Score -701857.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -695854.875000 Penalty: 4419.650391
	Iteration 0F: 3 clusters Score -695854.9 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -697513.312500 Penalty: 4419.650391
	Iteration 1F: 3 clusters Score -697513.3 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -697891.937500 Penalty: 4419.650391
	Iteration 2F: 3 clusters Score -697891.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -698322.687500 Penalty: 4419.650391
	Iteration 3F: 3 clusters Score -698322.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -698927.187500 Penalty: 4419.650391
	Iteration 4F: 3 clusters Score -698927.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -699652.750000 Penalty: 4419.650391
	Iteration 5F: 3 clusters Score -699652.8 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -700358.687500 Penalty: 4419.650391
	Iteration 6F: 3 clusters Score -700358.7 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -700918.312500 Penalty: 4419.650391
	Iteration 7F: 3 clusters Score -700918.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -701289.125000 Penalty: 4419.650391
	Iteration 8F: 3 clusters Score -701289.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -701591.562500 Penalty: 4419.650391
	Iteration 9Q: 3 clusters Score -701591.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -701812.625000 Penalty: 4419.650391
	Iteration 10Q: 3 clusters Score -701812.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -701967.250000 Penalty: 4419.650391
	Iteration 11Q: 3 clusters Score -701967.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -702088.187500 Penalty: 4419.650391
	Iteration 12Q: 3 clusters Score -702088.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -702180.437500 Penalty: 4419.650391
	Iteration 13Q: 3 clusters Score -702180.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -702243.187500 Penalty: 4419.650391
	Iteration 14Q: 3 clusters Score -702243.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -702290.437500 Penalty: 4419.650391
	Iteration 15Q: 3 clusters Score -702290.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -702335.750000 Penalty: 4419.650391
	Iteration 16Q: 3 clusters Score -702335.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -702374.687500 Penalty: 4419.650391
	Iteration 17Q: 3 clusters Score -702374.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -702423.687500 Penalty: 4419.650391
	Iteration 18Q: 3 clusters Score -702423.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -702462.937500 Penalty: 4419.650391
	Iteration 19Q: 3 clusters Score -702462.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -702499.750000 Penalty: 4419.650391
	Iteration 20F: 3 clusters Score -702499.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -702518.875000 Penalty: 4419.650391
	Iteration 21Q: 3 clusters Score -702518.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -702540.750000 Penalty: 4419.650391
	Iteration 22Q: 3 clusters Score -702540.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -702554.000000 Penalty: 4419.650391
	Iteration 23Q: 3 clusters Score -702554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -702571.875000 Penalty: 4419.650391
	Iteration 24Q: 3 clusters Score -702571.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -702590.937500 Penalty: 4419.650391
	Iteration 25Q: 3 clusters Score -702590.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -702604.937500 Penalty: 4419.650391
	Iteration 26Q: 3 clusters Score -702604.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -702617.812500 Penalty: 4419.650391
	Iteration 27Q: 3 clusters Score -702617.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -702623.937500 Penalty: 4419.650391
	Iteration 28Q: 3 clusters Score -702623.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -702635.625000 Penalty: 4419.650391
	Iteration 29Q: 3 clusters Score -702635.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -702649.562500 Penalty: 4419.650391
	Iteration 30Q: 3 clusters Score -702649.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -702658.875000 Penalty: 4419.650391
	Iteration 31Q: 3 clusters Score -702658.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -702670.812500 Penalty: 4419.650391
	Iteration 32Q: 3 clusters Score -702670.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -702682.062500 Penalty: 4419.650391
	Iteration 33Q: 3 clusters Score -702682.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -702690.812500 Penalty: 4419.650391
	Iteration 34Q: 3 clusters Score -702690.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -702696.750000 Penalty: 4419.650391
	Iteration 35Q: 3 clusters Score -702696.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -702699.875000 Penalty: 4419.650391
	Iteration 36Q: 3 clusters Score -702699.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -702703.125000 Penalty: 4419.650391
	Iteration 37Q: 3 clusters Score -702703.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -702704.250000 Penalty: 4419.650391
	Iteration 38Q: 3 clusters Score -702704.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -702710.125000 Penalty: 4419.650391
	Iteration 39Q: 3 clusters Score -702710.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -702711.437500 Penalty: 4419.650391
	Iteration 40F: 3 clusters Score -702711.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -702715.125000 Penalty: 4419.650391
	Iteration 41Q: 3 clusters Score -702715.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -702720.812500 Penalty: 4419.650391
	Iteration 42Q: 3 clusters Score -702720.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -702726.437500 Penalty: 4419.650391
	Iteration 43Q: 3 clusters Score -702726.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -702731.000000 Penalty: 4419.650391
	Iteration 44Q: 3 clusters Score -702731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -702739.937500 Penalty: 4419.650391
	Iteration 45Q: 3 clusters Score -702739.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -702745.500000 Penalty: 4419.650391
	Iteration 46Q: 3 clusters Score -702745.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -702752.375000 Penalty: 4419.650391
	Iteration 47Q: 3 clusters Score -702752.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -702758.000000 Penalty: 4419.650391
	Iteration 48Q: 3 clusters Score -702758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -702768.437500 Penalty: 4419.650391
	Iteration 49Q: 3 clusters Score -702768.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -702776.625000 Penalty: 4419.650391
	Iteration 50Q: 3 clusters Score -702776.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -702785.562500 Penalty: 4419.650391
	Iteration 51Q: 3 clusters Score -702785.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -702793.000000 Penalty: 4419.650391
	Iteration 52Q: 3 clusters Score -702793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -702802.500000 Penalty: 4419.650391
	Iteration 53Q: 3 clusters Score -702802.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -702805.687500 Penalty: 4419.650391
	Iteration 54Q: 3 clusters Score -702805.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -702812.375000 Penalty: 4419.650391
	Iteration 55Q: 3 clusters Score -702812.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -702824.187500 Penalty: 4419.650391
	Iteration 56Q: 3 clusters Score -702824.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -702836.812500 Penalty: 4419.650391
	Iteration 57Q: 3 clusters Score -702836.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -702844.750000 Penalty: 4419.650391
	Iteration 58Q: 3 clusters Score -702844.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -702849.250000 Penalty: 4419.650391
	Iteration 59Q: 3 clusters Score -702849.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -702849.250000 Penalty: 4419.650391
	Iteration 60F: 3 clusters Score -702849.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 26179 members 
Mstep: Class 3 contains 5838 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 9372 members 
Mstep: Class 6 contains 21001 members 
Mstep: Class 7 contains 2007 members 
Mstep: Class 8 contains 80868 members 
Mstep: Class 9 contains 76143 members 
Mstep: Class 10 contains 30824 members 
Mstep: Class 11 contains 17768 members 
Mstep: Class 12 contains 51684 members 
Mstep: Class 13 contains 10125 members 
Mstep: Class 14 contains 22889 members 
Mstep: Class 15 contains 13744 members 
Mstep: Class 16 contains 93263 members 
Mstep: Class 17 contains 13302 members 
Mstep: Class 18 contains 26190 members 
Mstep: Class 19 contains 49983 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 16799 members 
Mstep: Class 23 contains 52295 members 
Mstep: Class 24 contains 2474 members 
Mstep: Class 25 contains 6207 members 
Entering Unmasked Estep 
Score: -64590024.000000 Penalty: 82968.218750
Splitting cluster 4 changes total score from -64580812.000000 to -64590024.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 5 (9372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Entering Unmasked Estep 
Score: -1002074.062500 Penalty: 2268.079590
	Iteration 0F: 2 clusters Score -1002074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -994869.750000 Penalty: 4536.159180
	Iteration 0F: 3 clusters Score -994869.8 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -997111.625000 Penalty: 4536.159180
	Iteration 1F: 3 clusters Score -997111.6 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -997618.187500 Penalty: 4536.159180
	Iteration 2F: 3 clusters Score -997618.2 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -998085.562500 Penalty: 4536.159180
	Iteration 3F: 3 clusters Score -998085.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -998471.937500 Penalty: 4536.159180
	Iteration 4F: 3 clusters Score -998471.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -998810.937500 Penalty: 4536.159180
	Iteration 5F: 3 clusters Score -998810.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -999106.500000 Penalty: 4536.159180
	Iteration 6Q: 3 clusters Score -999106.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -999373.000000 Penalty: 4536.159180
	Iteration 7Q: 3 clusters Score -999373 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -999610.625000 Penalty: 4536.159180
	Iteration 8Q: 3 clusters Score -999610.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -999809.437500 Penalty: 4536.159180
	Iteration 9Q: 3 clusters Score -999809.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -999988.562500 Penalty: 4536.159180
	Iteration 10Q: 3 clusters Score -999988.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1000126.937500 Penalty: 4536.159180
	Iteration 11Q: 3 clusters Score -1000127 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1000248.375000 Penalty: 4536.159180
	Iteration 12Q: 3 clusters Score -1000248 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1000342.937500 Penalty: 4536.159180
	Iteration 13Q: 3 clusters Score -1000343 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1000414.500000 Penalty: 4536.159180
	Iteration 14Q: 3 clusters Score -1000414 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1000491.250000 Penalty: 4536.159180
	Iteration 15Q: 3 clusters Score -1000491 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1000541.437500 Penalty: 4536.159180
	Iteration 16Q: 3 clusters Score -1000541 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1000575.937500 Penalty: 4536.159180
	Iteration 17Q: 3 clusters Score -1000576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1000595.187500 Penalty: 4536.159180
	Iteration 18Q: 3 clusters Score -1000595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1000610.562500 Penalty: 4536.159180
	Iteration 19Q: 3 clusters Score -1000611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1000627.812500 Penalty: 4536.159180
	Iteration 20F: 3 clusters Score -1000628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1000636.312500 Penalty: 4536.159180
	Iteration 21Q: 3 clusters Score -1000636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1000642.125000 Penalty: 4536.159180
	Iteration 22Q: 3 clusters Score -1000642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1000645.750000 Penalty: 4536.159180
	Iteration 23Q: 3 clusters Score -1000646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1000648.187500 Penalty: 4536.159180
	Iteration 24Q: 3 clusters Score -1000648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1000651.375000 Penalty: 4536.159180
	Iteration 25Q: 3 clusters Score -1000651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1000652.250000 Penalty: 4536.159180
	Iteration 26Q: 3 clusters Score -1000652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1000651.687500 Penalty: 4536.159180
	Iteration 27Q: 3 clusters Score -1000652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1000655.437500 Penalty: 4536.159180
	Iteration 28Q: 3 clusters Score -1000655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1000656.125000 Penalty: 4536.159180
	Iteration 29Q: 3 clusters Score -1000656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1000658.875000 Penalty: 4536.159180
	Iteration 30Q: 3 clusters Score -1000659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1000661.250000 Penalty: 4536.159180
	Iteration 31Q: 3 clusters Score -1000661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1000659.250000 Penalty: 4536.159180
	Iteration 32Q: 3 clusters Score -1000659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1000659.250000 Penalty: 4536.159180
	Iteration 33F: 3 clusters Score -1000659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Entering Unmasked Estep 
Score: -2286862.750000 Penalty: 2468.176758
	Iteration 0F: 2 clusters Score -2286863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -2272137.750000 Penalty: 4936.353516
	Iteration 0F: 3 clusters Score -2272138 nChanged 9263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2277189.750000 Penalty: 4936.353516
	Iteration 1F: 3 clusters Score -2277190 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -2277706.750000 Penalty: 4936.353516
	Iteration 2F: 3 clusters Score -2277707 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2278240.500000 Penalty: 4936.353516
	Iteration 3F: 3 clusters Score -2278240 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2278975.500000 Penalty: 4936.353516
	Iteration 4F: 3 clusters Score -2278976 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2279943.500000 Penalty: 4936.353516
	Iteration 5F: 3 clusters Score -2279944 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2281224.750000 Penalty: 4936.353516
	Iteration 6F: 3 clusters Score -2281225 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2282561.250000 Penalty: 4936.353516
	Iteration 7F: 3 clusters Score -2282561 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2283590.500000 Penalty: 4936.353516
	Iteration 8F: 3 clusters Score -2283590 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2284221.750000 Penalty: 4936.353516
	Iteration 9F: 3 clusters Score -2284222 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2284538.750000 Penalty: 4936.353516
	Iteration 10Q: 3 clusters Score -2284539 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2284737.500000 Penalty: 4936.353516
	Iteration 11Q: 3 clusters Score -2284738 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2284854.750000 Penalty: 4936.353516
	Iteration 12Q: 3 clusters Score -2284855 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2284947.500000 Penalty: 4936.353516
	Iteration 13Q: 3 clusters Score -2284948 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2285006.750000 Penalty: 4936.353516
	Iteration 14Q: 3 clusters Score -2285007 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2285071.750000 Penalty: 4936.353516
	Iteration 15Q: 3 clusters Score -2285072 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -2285115.250000 Penalty: 4936.353516
	Iteration 16Q: 3 clusters Score -2285115 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2285162.000000 Penalty: 4936.353516
	Iteration 17Q: 3 clusters Score -2285162 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -2285194.000000 Penalty: 4936.353516
	Iteration 18Q: 3 clusters Score -2285194 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2285230.250000 Penalty: 4936.353516
	Iteration 19Q: 3 clusters Score -2285230 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2285272.500000 Penalty: 4936.353516
	Iteration 20F: 3 clusters Score -2285272 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -2285306.250000 Penalty: 4936.353516
	Iteration 21Q: 3 clusters Score -2285306 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -2285332.000000 Penalty: 4936.353516
	Iteration 22Q: 3 clusters Score -2285332 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2285345.500000 Penalty: 4936.353516
	Iteration 23Q: 3 clusters Score -2285346 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -2285357.750000 Penalty: 4936.353516
	Iteration 24Q: 3 clusters Score -2285358 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2285373.500000 Penalty: 4936.353516
	Iteration 25Q: 3 clusters Score -2285374 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2285390.250000 Penalty: 4936.353516
	Iteration 26Q: 3 clusters Score -2285390 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2285403.500000 Penalty: 4936.353516
	Iteration 27Q: 3 clusters Score -2285404 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2285408.250000 Penalty: 4936.353516
	Iteration 28Q: 3 clusters Score -2285408 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2285419.250000 Penalty: 4936.353516
	Iteration 29Q: 3 clusters Score -2285419 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -2285417.000000 Penalty: 4936.353516
	Iteration 30Q: 3 clusters Score -2285417 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2285415.000000 Penalty: 4936.353516
	Iteration 31Q: 3 clusters Score -2285415 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2285423.750000 Penalty: 4936.353516
	Iteration 32Q: 3 clusters Score -2285424 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -2285426.750000 Penalty: 4936.353516
	Iteration 33Q: 3 clusters Score -2285427 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2285419.500000 Penalty: 4936.353516
	Iteration 34Q: 3 clusters Score -2285420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -2285427.750000 Penalty: 4936.353516
	Iteration 35Q: 3 clusters Score -2285428 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2285428.000000 Penalty: 4936.353516
	Iteration 36Q: 3 clusters Score -2285428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2285430.750000 Penalty: 4936.353516
	Iteration 37Q: 3 clusters Score -2285431 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2285433.750000 Penalty: 4936.353516
	Iteration 38Q: 3 clusters Score -2285434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -2285439.750000 Penalty: 4936.353516
	Iteration 39Q: 3 clusters Score -2285440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2285443.750000 Penalty: 4936.353516
	Iteration 40F: 3 clusters Score -2285444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2285448.500000 Penalty: 4936.353516
	Iteration 41Q: 3 clusters Score -2285448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2285457.250000 Penalty: 4936.353516
	Iteration 42Q: 3 clusters Score -2285457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2285457.750000 Penalty: 4936.353516
	Iteration 43Q: 3 clusters Score -2285458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2285454.750000 Penalty: 4936.353516
	Iteration 44Q: 3 clusters Score -2285455 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2285456.750000 Penalty: 4936.353516
	Iteration 45Q: 3 clusters Score -2285457 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -2285455.250000 Penalty: 4936.353516
	Iteration 46Q: 3 clusters Score -2285455 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -2285461.000000 Penalty: 4936.353516
	Iteration 47Q: 3 clusters Score -2285461 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -2285457.000000 Penalty: 4936.353516
	Iteration 48Q: 3 clusters Score -2285457 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -2285461.000000 Penalty: 4936.353516
	Iteration 49Q: 3 clusters Score -2285461 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2285461.250000 Penalty: 4936.353516
	Iteration 50Q: 3 clusters Score -2285461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2285474.250000 Penalty: 4936.353516
	Iteration 51Q: 3 clusters Score -2285474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2285471.000000 Penalty: 4936.353516
	Iteration 52Q: 3 clusters Score -2285471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -2285473.750000 Penalty: 4936.353516
	Iteration 53Q: 3 clusters Score -2285474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2285474.500000 Penalty: 4936.353516
	Iteration 54Q: 3 clusters Score -2285474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2285476.750000 Penalty: 4936.353516
	Iteration 55Q: 3 clusters Score -2285477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2285474.000000 Penalty: 4936.353516
	Iteration 56Q: 3 clusters Score -2285474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2285473.250000 Penalty: 4936.353516
	Iteration 57Q: 3 clusters Score -2285473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2285474.750000 Penalty: 4936.353516
	Iteration 58Q: 3 clusters Score -2285475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2285474.000000 Penalty: 4936.353516
	Iteration 59Q: 3 clusters Score -2285474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2285480.750000 Penalty: 4936.353516
	Iteration 60F: 3 clusters Score -2285481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2285481.500000 Penalty: 4936.353516
	Iteration 61Q: 3 clusters Score -2285482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2285479.500000 Penalty: 4936.353516
	Iteration 62Q: 3 clusters Score -2285480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -2285479.000000 Penalty: 4936.353516
	Iteration 63Q: 3 clusters Score -2285479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2285481.000000 Penalty: 4936.353516
	Iteration 64Q: 3 clusters Score -2285481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2285486.750000 Penalty: 4936.353516
	Iteration 65Q: 3 clusters Score -2285487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2285484.000000 Penalty: 4936.353516
	Iteration 66Q: 3 clusters Score -2285484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2285479.750000 Penalty: 4936.353516
	Iteration 67Q: 3 clusters Score -2285480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2285481.250000 Penalty: 4936.353516
	Iteration 68Q: 3 clusters Score -2285481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -2285487.750000 Penalty: 4936.353516
	Iteration 69Q: 3 clusters Score -2285488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2285484.750000 Penalty: 4936.353516
	Iteration 70Q: 3 clusters Score -2285485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -2285485.500000 Penalty: 4936.353516
	Iteration 71Q: 3 clusters Score -2285486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2285488.250000 Penalty: 4936.353516
	Iteration 72Q: 3 clusters Score -2285488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2285488.000000 Penalty: 4936.353516
	Iteration 73Q: 3 clusters Score -2285488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -2285488.500000 Penalty: 4936.353516
	Iteration 74Q: 3 clusters Score -2285488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2285482.000000 Penalty: 4936.353516
	Iteration 75Q: 3 clusters Score -2285482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2285488.000000 Penalty: 4936.353516
	Iteration 76Q: 3 clusters Score -2285488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2285482.500000 Penalty: 4936.353516
	Iteration 77Q: 3 clusters Score -2285482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2285487.750000 Penalty: 4936.353516
	Iteration 78Q: 3 clusters Score -2285488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -2285492.500000 Penalty: 4936.353516
	Iteration 79Q: 3 clusters Score -2285492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -2285495.250000 Penalty: 4936.353516
	Iteration 80F: 3 clusters Score -2285495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2285491.000000 Penalty: 4936.353516
	Iteration 81Q: 3 clusters Score -2285491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2285493.500000 Penalty: 4936.353516
	Iteration 82Q: 3 clusters Score -2285494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2285498.750000 Penalty: 4936.353516
	Iteration 83Q: 3 clusters Score -2285499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2285497.500000 Penalty: 4936.353516
	Iteration 84Q: 3 clusters Score -2285498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2285501.250000 Penalty: 4936.353516
	Iteration 85Q: 3 clusters Score -2285501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2285500.250000 Penalty: 4936.353516
	Iteration 86Q: 3 clusters Score -2285500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2285502.000000 Penalty: 4936.353516
	Iteration 87Q: 3 clusters Score -2285502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2285501.500000 Penalty: 4936.353516
	Iteration 88Q: 3 clusters Score -2285502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2285501.750000 Penalty: 4936.353516
	Iteration 89Q: 3 clusters Score -2285502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2285501.000000 Penalty: 4936.353516
	Iteration 90Q: 3 clusters Score -2285501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2285499.000000 Penalty: 4936.353516
	Iteration 91Q: 3 clusters Score -2285499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2285499.000000 Penalty: 4936.353516
	Iteration 92Q: 3 clusters Score -2285499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2285504.500000 Penalty: 4936.353516
	Iteration 93Q: 3 clusters Score -2285504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2285509.750000 Penalty: 4936.353516
	Iteration 94Q: 3 clusters Score -2285510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -2285508.500000 Penalty: 4936.353516
	Iteration 95Q: 3 clusters Score -2285508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2285512.000000 Penalty: 4936.353516
	Iteration 96Q: 3 clusters Score -2285512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -2285513.500000 Penalty: 4936.353516
	Iteration 97Q: 3 clusters Score -2285514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -2285511.000000 Penalty: 4936.353516
	Iteration 98Q: 3 clusters Score -2285511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -2285510.000000 Penalty: 4936.353516
	Iteration 99Q: 3 clusters Score -2285510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2285507.750000 Penalty: 4936.353516
	Iteration 100F: 3 clusters Score -2285508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2285508.250000 Penalty: 4936.353516
	Iteration 101Q: 3 clusters Score -2285508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2285506.750000 Penalty: 4936.353516
	Iteration 102Q: 3 clusters Score -2285507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2285510.500000 Penalty: 4936.353516
	Iteration 103Q: 3 clusters Score -2285510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2285509.250000 Penalty: 4936.353516
	Iteration 104Q: 3 clusters Score -2285509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2285509.250000 Penalty: 4936.353516
	Iteration 105F: 3 clusters Score -2285509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -205498.546875 Penalty: 1885.890259
	Iteration 0F: 2 clusters Score -205498.5 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 1001 members 
Entering Unmasked Estep 
Score: -202977.390625 Penalty: 3771.780518
	Iteration 0F: 3 clusters Score -202977.4 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -204414.718750 Penalty: 3771.780518
	Iteration 1F: 3 clusters Score -204414.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -207024.843750 Penalty: 3771.780518
	Iteration 2F: 3 clusters Score -207024.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -208661.859375 Penalty: 3771.780518
	Iteration 3F: 3 clusters Score -208661.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -209484.484375 Penalty: 3771.780518
	Iteration 4F: 3 clusters Score -209484.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -209793.843750 Penalty: 3771.780518
	Iteration 5Q: 3 clusters Score -209793.8 nChanged 14
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: -209841.515625 Penalty: 3771.780518
	Iteration 6Q: 3 clusters Score -209841.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -209847.390625 Penalty: 3771.780518
	Iteration 7Q: 3 clusters Score -209847.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -209852.265625 Penalty: 3771.780518
	Iteration 8Q: 3 clusters Score -209852.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -209852.265625 Penalty: 3771.780518
	Iteration 9F: 3 clusters Score -209852.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 26179 members 
Mstep: Class 3 contains 5838 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 9372 members 
Mstep: Class 6 contains 21001 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 80868 members 
Mstep: Class 9 contains 76143 members 
Mstep: Class 10 contains 30824 members 
Mstep: Class 11 contains 17768 members 
Mstep: Class 12 contains 51684 members 
Mstep: Class 13 contains 10125 members 
Mstep: Class 14 contains 22889 members 
Mstep: Class 15 contains 13744 members 
Mstep: Class 16 contains 93263 members 
Mstep: Class 17 contains 13302 members 
Mstep: Class 18 contains 26190 members 
Mstep: Class 19 contains 49983 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 16799 members 
Mstep: Class 23 contains 52295 members 
Mstep: Class 24 contains 2474 members 
Mstep: Class 25 contains 6207 members 
Mstep: Class 26 contains 1010 members 
Entering Unmasked Estep 
Score: -64592944.000000 Penalty: 86286.945312
Splitting cluster 7 changes total score from -64580812.000000 to -64592944.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (80868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80868 members 
Entering Unmasked Estep 
Score: -8653796.000000 Penalty: 2802.542236
	Iteration 0F: 2 clusters Score -8653796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -8599680.000000 Penalty: 5605.084473
	Iteration 0F: 3 clusters Score -8599680 nChanged 38065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -8621435.000000 Penalty: 5605.084473
	Iteration 1F: 3 clusters Score -8621435 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -8623015.000000 Penalty: 5605.084473
	Iteration 2Q: 3 clusters Score -8623015 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 45731 members 
Entering Unmasked Estep 
Score: -8626267.000000 Penalty: 5605.084473
	Iteration 3F: 3 clusters Score -8626267 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 47734 members 
Entering Unmasked Estep 
Score: -8632962.000000 Penalty: 5605.084473
	Iteration 4F: 3 clusters Score -8632962 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
Score: -8642255.000000 Penalty: 5605.084473
	Iteration 5F: 3 clusters Score -8642255 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 52482 members 
Entering Unmasked Estep 
Score: -8649621.000000 Penalty: 5605.084473
	Iteration 6F: 3 clusters Score -8649621 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 55065 members 
Entering Unmasked Estep 
Score: -8654798.000000 Penalty: 5605.084473
	Iteration 7F: 3 clusters Score -8654798 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 56950 members 
Entering Unmasked Estep 
Score: -8658708.000000 Penalty: 5605.084473
	Iteration 8F: 3 clusters Score -8658708 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 57926 members 
Entering Unmasked Estep 
Score: -8660922.000000 Penalty: 5605.084473
	Iteration 9Q: 3 clusters Score -8660922 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 58473 members 
Entering Unmasked Estep 
Score: -8661932.000000 Penalty: 5605.084473
	Iteration 10Q: 3 clusters Score -8661932 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 58799 members 
Entering Unmasked Estep 
Score: -8662505.000000 Penalty: 5605.084473
	Iteration 11Q: 3 clusters Score -8662505 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 59019 members 
Entering Unmasked Estep 
Score: -8662788.000000 Penalty: 5605.084473
	Iteration 12Q: 3 clusters Score -8662788 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 59205 members 
Entering Unmasked Estep 
Score: -8663006.000000 Penalty: 5605.084473
	Iteration 13Q: 3 clusters Score -8663006 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 59326 members 
Entering Unmasked Estep 
Score: -8663172.000000 Penalty: 5605.084473
	Iteration 14Q: 3 clusters Score -8663172 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 59409 members 
Entering Unmasked Estep 
Score: -8663303.000000 Penalty: 5605.084473
	Iteration 15Q: 3 clusters Score -8663303 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 59478 members 
Entering Unmasked Estep 
Score: -8663344.000000 Penalty: 5605.084473
	Iteration 16Q: 3 clusters Score -8663344 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 59546 members 
Entering Unmasked Estep 
Score: -8663364.000000 Penalty: 5605.084473
	Iteration 17Q: 3 clusters Score -8663364 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 59622 members 
Entering Unmasked Estep 
Score: -8663416.000000 Penalty: 5605.084473
	Iteration 18Q: 3 clusters Score -8663416 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 59680 members 
Entering Unmasked Estep 
Score: -8663445.000000 Penalty: 5605.084473
	Iteration 19Q: 3 clusters Score -8663445 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 59739 members 
Entering Unmasked Estep 
Score: -8663448.000000 Penalty: 5605.084473
	Iteration 20F: 3 clusters Score -8663448 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 59797 members 
Entering Unmasked Estep 
Score: -8663489.000000 Penalty: 5605.084473
	Iteration 21Q: 3 clusters Score -8663489 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 59842 members 
Entering Unmasked Estep 
Score: -8663521.000000 Penalty: 5605.084473
	Iteration 22Q: 3 clusters Score -8663521 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 59886 members 
Entering Unmasked Estep 
Score: -8663516.000000 Penalty: 5605.084473
	Iteration 23Q: 3 clusters Score -8663516 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 59910 members 
Entering Unmasked Estep 
Score: -8663512.000000 Penalty: 5605.084473
	Iteration 24Q: 3 clusters Score -8663512 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 59933 members 
Entering Unmasked Estep 
Score: -8663515.000000 Penalty: 5605.084473
	Iteration 25Q: 3 clusters Score -8663515 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 59938 members 
Entering Unmasked Estep 
Score: -8663522.000000 Penalty: 5605.084473
	Iteration 26Q: 3 clusters Score -8663522 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 59932 members 
Entering Unmasked Estep 
Score: -8663548.000000 Penalty: 5605.084473
	Iteration 27Q: 3 clusters Score -8663548 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 59920 members 
Entering Unmasked Estep 
Score: -8663555.000000 Penalty: 5605.084473
	Iteration 28Q: 3 clusters Score -8663555 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 59913 members 
Entering Unmasked Estep 
Score: -8663546.000000 Penalty: 5605.084473
	Iteration 29Q: 3 clusters Score -8663546 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 59906 members 
Entering Unmasked Estep 
Score: -8663546.000000 Penalty: 5605.084473
	Iteration 30Q: 3 clusters Score -8663546 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 59898 members 
Entering Unmasked Estep 
Score: -8663554.000000 Penalty: 5605.084473
	Iteration 31Q: 3 clusters Score -8663554 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 59895 members 
Entering Unmasked Estep 
Score: -8663569.000000 Penalty: 5605.084473
	Iteration 32Q: 3 clusters Score -8663569 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 59893 members 
Entering Unmasked Estep 
Score: -8663576.000000 Penalty: 5605.084473
	Iteration 33Q: 3 clusters Score -8663576 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 59899 members 
Entering Unmasked Estep 
Score: -8663563.000000 Penalty: 5605.084473
	Iteration 34Q: 3 clusters Score -8663563 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 59902 members 
Entering Unmasked Estep 
Score: -8663576.000000 Penalty: 5605.084473
	Iteration 35Q: 3 clusters Score -8663576 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 59900 members 
Entering Unmasked Estep 
Score: -8663575.000000 Penalty: 5605.084473
	Iteration 36Q: 3 clusters Score -8663575 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 59891 members 
Entering Unmasked Estep 
Score: -8663563.000000 Penalty: 5605.084473
	Iteration 37Q: 3 clusters Score -8663563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 59883 members 
Entering Unmasked Estep 
Score: -8663571.000000 Penalty: 5605.084473
	Iteration 38Q: 3 clusters Score -8663571 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 59874 members 
Entering Unmasked Estep 
Score: -8663583.000000 Penalty: 5605.084473
	Iteration 39Q: 3 clusters Score -8663583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 59867 members 
Entering Unmasked Estep 
Score: -8663577.000000 Penalty: 5605.084473
	Iteration 40F: 3 clusters Score -8663577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 59863 members 
Entering Unmasked Estep 
Score: -8663586.000000 Penalty: 5605.084473
	Iteration 41Q: 3 clusters Score -8663586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 59859 members 
Entering Unmasked Estep 
Score: -8663581.000000 Penalty: 5605.084473
	Iteration 42Q: 3 clusters Score -8663581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 59862 members 
Entering Unmasked Estep 
Score: -8663591.000000 Penalty: 5605.084473
	Iteration 43Q: 3 clusters Score -8663591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 59854 members 
Entering Unmasked Estep 
Score: -8663581.000000 Penalty: 5605.084473
	Iteration 44Q: 3 clusters Score -8663581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 59849 members 
Entering Unmasked Estep 
Score: -8663572.000000 Penalty: 5605.084473
	Iteration 45Q: 3 clusters Score -8663572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 59841 members 
Entering Unmasked Estep 
Score: -8663567.000000 Penalty: 5605.084473
	Iteration 46Q: 3 clusters Score -8663567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 59842 members 
Entering Unmasked Estep 
Score: -8663577.000000 Penalty: 5605.084473
	Iteration 47Q: 3 clusters Score -8663577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 59844 members 
Entering Unmasked Estep 
Score: -8663579.000000 Penalty: 5605.084473
	Iteration 48Q: 3 clusters Score -8663579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 59843 members 
Entering Unmasked Estep 
Score: -8663591.000000 Penalty: 5605.084473
	Iteration 49Q: 3 clusters Score -8663591 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 59851 members 
Entering Unmasked Estep 
Score: -8663587.000000 Penalty: 5605.084473
	Iteration 50Q: 3 clusters Score -8663587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 59854 members 
Entering Unmasked Estep 
Score: -8663581.000000 Penalty: 5605.084473
	Iteration 51Q: 3 clusters Score -8663581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 59860 members 
Entering Unmasked Estep 
Score: -8663591.000000 Penalty: 5605.084473
	Iteration 52Q: 3 clusters Score -8663591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 59864 members 
Entering Unmasked Estep 
Score: -8663591.000000 Penalty: 5605.084473
	Iteration 53Q: 3 clusters Score -8663591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 59862 members 
Entering Unmasked Estep 
Score: -8663597.000000 Penalty: 5605.084473
	Iteration 54Q: 3 clusters Score -8663597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 59864 members 
Entering Unmasked Estep 
Score: -8663593.000000 Penalty: 5605.084473
	Iteration 55Q: 3 clusters Score -8663593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 59864 members 
Entering Unmasked Estep 
Score: -8663598.000000 Penalty: 5605.084473
	Iteration 56Q: 3 clusters Score -8663598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 59864 members 
Entering Unmasked Estep 
Score: -8663598.000000 Penalty: 5605.084473
	Iteration 57F: 3 clusters Score -8663598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 26179 members 
Mstep: Class 3 contains 5838 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 9372 members 
Mstep: Class 6 contains 21001 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 21004 members 
Mstep: Class 9 contains 76143 members 
Mstep: Class 10 contains 30824 members 
Mstep: Class 11 contains 17768 members 
Mstep: Class 12 contains 51684 members 
Mstep: Class 13 contains 10125 members 
Mstep: Class 14 contains 22889 members 
Mstep: Class 15 contains 13744 members 
Mstep: Class 16 contains 93263 members 
Mstep: Class 17 contains 13302 members 
Mstep: Class 18 contains 26190 members 
Mstep: Class 19 contains 49983 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 16799 members 
Mstep: Class 23 contains 52295 members 
Mstep: Class 24 contains 2474 members 
Mstep: Class 25 contains 6207 members 
Mstep: Class 26 contains 1010 members 
Mstep: Class 27 contains 59864 members 
Entering Unmasked Estep 
Score: -64601628.000000 Penalty: 89605.671875
Splitting cluster 8 changes total score from -64580812.000000 to -64601628.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (76143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76143 members 
Entering Unmasked Estep 
Score: -8210052.000000 Penalty: 2787.611572
	Iteration 0F: 2 clusters Score -8210052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -8158684.000000 Penalty: 5575.223145
	Iteration 0F: 3 clusters Score -8158684 nChanged 35892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -8180414.000000 Penalty: 5575.223145
	Iteration 1F: 3 clusters Score -8180414 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -8183955.000000 Penalty: 5575.223145
	Iteration 2F: 3 clusters Score -8183955 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 45290 members 
Entering Unmasked Estep 
Score: -8189679.000000 Penalty: 5575.223145
	Iteration 3F: 3 clusters Score -8189679 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 48776 members 
Entering Unmasked Estep 
Score: -8197364.000000 Penalty: 5575.223145
	Iteration 4F: 3 clusters Score -8197364 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 51930 members 
Entering Unmasked Estep 
Score: -8204777.500000 Penalty: 5575.223145
	Iteration 5F: 3 clusters Score -8204778 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 53949 members 
Entering Unmasked Estep 
Score: -8209900.000000 Penalty: 5575.223145
	Iteration 6F: 3 clusters Score -8209900 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 55035 members 
Entering Unmasked Estep 
Score: -8213145.500000 Penalty: 5575.223145
	Iteration 7Q: 3 clusters Score -8213146 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 55690 members 
Entering Unmasked Estep 
Score: -8215080.500000 Penalty: 5575.223145
	Iteration 8Q: 3 clusters Score -8215080 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 56181 members 
Entering Unmasked Estep 
Score: -8215850.000000 Penalty: 5575.223145
	Iteration 9Q: 3 clusters Score -8215850 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 56498 members 
Entering Unmasked Estep 
Score: -8216127.500000 Penalty: 5575.223145
	Iteration 10Q: 3 clusters Score -8216128 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 56626 members 
Entering Unmasked Estep 
Score: -8216236.000000 Penalty: 5575.223145
	Iteration 11Q: 3 clusters Score -8216236 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 56649 members 
Entering Unmasked Estep 
Score: -8216281.000000 Penalty: 5575.223145
	Iteration 12Q: 3 clusters Score -8216281 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 56612 members 
Entering Unmasked Estep 
Score: -8216318.000000 Penalty: 5575.223145
	Iteration 13Q: 3 clusters Score -8216318 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 56528 members 
Entering Unmasked Estep 
Score: -8216329.000000 Penalty: 5575.223145
	Iteration 14Q: 3 clusters Score -8216329 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 56411 members 
Entering Unmasked Estep 
Score: -8216342.500000 Penalty: 5575.223145
	Iteration 15Q: 3 clusters Score -8216342 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 56242 members 
Entering Unmasked Estep 
Score: -8216408.500000 Penalty: 5575.223145
	Iteration 16Q: 3 clusters Score -8216408 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 56050 members 
Entering Unmasked Estep 
Score: -8216466.000000 Penalty: 5575.223145
	Iteration 17Q: 3 clusters Score -8216466 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 55799 members 
Entering Unmasked Estep 
Score: -8216539.000000 Penalty: 5575.223145
	Iteration 18Q: 3 clusters Score -8216539 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 55502 members 
Entering Unmasked Estep 
Score: -8216625.500000 Penalty: 5575.223145
	Iteration 19Q: 3 clusters Score -8216626 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 55150 members 
Entering Unmasked Estep 
Score: -8216705.500000 Penalty: 5575.223145
	Iteration 20F: 3 clusters Score -8216706 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 54734 members 
Entering Unmasked Estep 
Score: -8216847.500000 Penalty: 5575.223145
	Iteration 21Q: 3 clusters Score -8216848 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 54262 members 
Entering Unmasked Estep 
Score: -8217023.500000 Penalty: 5575.223145
	Iteration 22Q: 3 clusters Score -8217024 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 53780 members 
Entering Unmasked Estep 
Score: -8217159.000000 Penalty: 5575.223145
	Iteration 23Q: 3 clusters Score -8217159 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 53316 members 
Entering Unmasked Estep 
Score: -8217288.500000 Penalty: 5575.223145
	Iteration 24Q: 3 clusters Score -8217288 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 52815 members 
Entering Unmasked Estep 
Score: -8217432.500000 Penalty: 5575.223145
	Iteration 25Q: 3 clusters Score -8217432 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 52273 members 
Entering Unmasked Estep 
Score: -8217575.500000 Penalty: 5575.223145
	Iteration 26Q: 3 clusters Score -8217576 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -8217746.500000 Penalty: 5575.223145
	Iteration 27Q: 3 clusters Score -8217746 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -8217913.000000 Penalty: 5575.223145
	Iteration 28Q: 3 clusters Score -8217913 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 50764 members 
Entering Unmasked Estep 
Score: -8218054.500000 Penalty: 5575.223145
	Iteration 29Q: 3 clusters Score -8218054 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 50379 members 
Entering Unmasked Estep 
Score: -8218221.500000 Penalty: 5575.223145
	Iteration 30Q: 3 clusters Score -8218222 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 50031 members 
Entering Unmasked Estep 
Score: -8218266.500000 Penalty: 5575.223145
	Iteration 31Q: 3 clusters Score -8218266 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 49741 members 
Entering Unmasked Estep 
Score: -8218387.500000 Penalty: 5575.223145
	Iteration 32Q: 3 clusters Score -8218388 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 49534 members 
Entering Unmasked Estep 
Score: -8218477.000000 Penalty: 5575.223145
	Iteration 33Q: 3 clusters Score -8218477 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -8218603.000000 Penalty: 5575.223145
	Iteration 34Q: 3 clusters Score -8218603 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 49313 members 
Entering Unmasked Estep 
Score: -8218719.500000 Penalty: 5575.223145
	Iteration 35Q: 3 clusters Score -8218720 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
Score: -8218774.000000 Penalty: 5575.223145
	Iteration 36Q: 3 clusters Score -8218774 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 49140 members 
Entering Unmasked Estep 
Score: -8218809.000000 Penalty: 5575.223145
	Iteration 37Q: 3 clusters Score -8218809 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 49076 members 
Entering Unmasked Estep 
Score: -8218834.000000 Penalty: 5575.223145
	Iteration 38Q: 3 clusters Score -8218834 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 49026 members 
Entering Unmasked Estep 
Score: -8218851.500000 Penalty: 5575.223145
	Iteration 39Q: 3 clusters Score -8218852 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 49002 members 
Entering Unmasked Estep 
Score: -8218879.500000 Penalty: 5575.223145
	Iteration 40F: 3 clusters Score -8218880 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 48984 members 
Entering Unmasked Estep 
Score: -8218895.500000 Penalty: 5575.223145
	Iteration 41Q: 3 clusters Score -8218896 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 48965 members 
Entering Unmasked Estep 
Score: -8218907.000000 Penalty: 5575.223145
	Iteration 42Q: 3 clusters Score -8218907 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 48949 members 
Entering Unmasked Estep 
Score: -8218913.000000 Penalty: 5575.223145
	Iteration 43Q: 3 clusters Score -8218913 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 48937 members 
Entering Unmasked Estep 
Score: -8218904.500000 Penalty: 5575.223145
	Iteration 44Q: 3 clusters Score -8218904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
Score: -8218907.000000 Penalty: 5575.223145
	Iteration 45Q: 3 clusters Score -8218907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -8218912.500000 Penalty: 5575.223145
	Iteration 46Q: 3 clusters Score -8218912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 48901 members 
Entering Unmasked Estep 
Score: -8218915.000000 Penalty: 5575.223145
	Iteration 47Q: 3 clusters Score -8218915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 48889 members 
Entering Unmasked Estep 
Score: -8218918.500000 Penalty: 5575.223145
	Iteration 48Q: 3 clusters Score -8218918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -8218917.500000 Penalty: 5575.223145
	Iteration 49Q: 3 clusters Score -8218918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 48867 members 
Entering Unmasked Estep 
Score: -8218924.500000 Penalty: 5575.223145
	Iteration 50Q: 3 clusters Score -8218924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 48857 members 
Entering Unmasked Estep 
Score: -8218933.000000 Penalty: 5575.223145
	Iteration 51Q: 3 clusters Score -8218933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 48851 members 
Entering Unmasked Estep 
Score: -8218925.500000 Penalty: 5575.223145
	Iteration 52Q: 3 clusters Score -8218926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 48847 members 
Entering Unmasked Estep 
Score: -8218923.000000 Penalty: 5575.223145
	Iteration 53Q: 3 clusters Score -8218923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -8218925.500000 Penalty: 5575.223145
	Iteration 54Q: 3 clusters Score -8218926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 48843 members 
Entering Unmasked Estep 
Score: -8218922.000000 Penalty: 5575.223145
	Iteration 55Q: 3 clusters Score -8218922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 48840 members 
Entering Unmasked Estep 
Score: -8218915.500000 Penalty: 5575.223145
	Iteration 56Q: 3 clusters Score -8218916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 48837 members 
Entering Unmasked Estep 
Score: -8218914.000000 Penalty: 5575.223145
	Iteration 57Q: 3 clusters Score -8218914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 48836 members 
Entering Unmasked Estep 
Score: -8218915.000000 Penalty: 5575.223145
	Iteration 58Q: 3 clusters Score -8218915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 48836 members 
Entering Unmasked Estep 
Score: -8218915.000000 Penalty: 5575.223145
	Iteration 59F: 3 clusters Score -8218915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 26179 members 
Mstep: Class 3 contains 5838 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 9372 members 
Mstep: Class 6 contains 21001 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 21004 members 
Mstep: Class 9 contains 27307 members 
Mstep: Class 10 contains 30824 members 
Mstep: Class 11 contains 17768 members 
Mstep: Class 12 contains 51684 members 
Mstep: Class 13 contains 10125 members 
Mstep: Class 14 contains 22889 members 
Mstep: Class 15 contains 13744 members 
Mstep: Class 16 contains 93263 members 
Mstep: Class 17 contains 13302 members 
Mstep: Class 18 contains 26190 members 
Mstep: Class 19 contains 49983 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 16799 members 
Mstep: Class 23 contains 52295 members 
Mstep: Class 24 contains 2474 members 
Mstep: Class 25 contains 6207 members 
Mstep: Class 26 contains 1010 members 
Mstep: Class 27 contains 59864 members 
Mstep: Class 28 contains 48836 members 
Entering Unmasked Estep 
Score: -64609564.000000 Penalty: 92924.406250
Splitting cluster 9 changes total score from -64580812.000000 to -64609564.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 10 (30824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Entering Unmasked Estep 
Score: -2878174.750000 Penalty: 2563.340088
	Iteration 0F: 2 clusters Score -2878175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2856998.250000 Penalty: 5126.680176
	Iteration 0F: 3 clusters Score -2856998 nChanged 14034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -2865158.000000 Penalty: 5126.680176
	Iteration 1F: 3 clusters Score -2865158 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -2866567.750000 Penalty: 5126.680176
	Iteration 2F: 3 clusters Score -2866568 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -2868223.500000 Penalty: 5126.680176
	Iteration 3F: 3 clusters Score -2868224 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -2869924.750000 Penalty: 5126.680176
	Iteration 4F: 3 clusters Score -2869925 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -2871503.500000 Penalty: 5126.680176
	Iteration 5F: 3 clusters Score -2871504 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2872739.750000 Penalty: 5126.680176
	Iteration 6F: 3 clusters Score -2872740 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -2873612.500000 Penalty: 5126.680176
	Iteration 7Q: 3 clusters Score -2873612 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -2874246.250000 Penalty: 5126.680176
	Iteration 8Q: 3 clusters Score -2874246 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -2874707.750000 Penalty: 5126.680176
	Iteration 9Q: 3 clusters Score -2874708 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -2875060.500000 Penalty: 5126.680176
	Iteration 10Q: 3 clusters Score -2875060 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -2875367.000000 Penalty: 5126.680176
	Iteration 11Q: 3 clusters Score -2875367 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -2875635.250000 Penalty: 5126.680176
	Iteration 12Q: 3 clusters Score -2875635 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -2875892.000000 Penalty: 5126.680176
	Iteration 13Q: 3 clusters Score -2875892 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -2876153.000000 Penalty: 5126.680176
	Iteration 14Q: 3 clusters Score -2876153 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -2876425.000000 Penalty: 5126.680176
	Iteration 15Q: 3 clusters Score -2876425 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -2876707.250000 Penalty: 5126.680176
	Iteration 16Q: 3 clusters Score -2876707 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -2877005.750000 Penalty: 5126.680176
	Iteration 17Q: 3 clusters Score -2877006 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -2877381.750000 Penalty: 5126.680176
	Iteration 18Q: 3 clusters Score -2877382 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -2877813.250000 Penalty: 5126.680176
	Iteration 19Q: 3 clusters Score -2877813 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -2878364.000000 Penalty: 5126.680176
	Iteration 20F: 3 clusters Score -2878364 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -2878725.500000 Penalty: 5126.680176
	Iteration 21Q: 3 clusters Score -2878726 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -2878885.250000 Penalty: 5126.680176
	Iteration 22Q: 3 clusters Score -2878885 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -2878968.000000 Penalty: 5126.680176
	Iteration 23Q: 3 clusters Score -2878968 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -2879028.250000 Penalty: 5126.680176
	Iteration 24Q: 3 clusters Score -2879028 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -2879063.500000 Penalty: 5126.680176
	Iteration 25Q: 3 clusters Score -2879064 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -2879095.500000 Penalty: 5126.680176
	Iteration 26Q: 3 clusters Score -2879096 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -2879119.500000 Penalty: 5126.680176
	Iteration 27Q: 3 clusters Score -2879120 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -2879190.000000 Penalty: 5126.680176
	Iteration 28Q: 3 clusters Score -2879190 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -2879270.750000 Penalty: 5126.680176
	Iteration 29Q: 3 clusters Score -2879271 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -2879375.250000 Penalty: 5126.680176
	Iteration 30Q: 3 clusters Score -2879375 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -2879487.250000 Penalty: 5126.680176
	Iteration 31Q: 3 clusters Score -2879487 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -2879571.500000 Penalty: 5126.680176
	Iteration 32Q: 3 clusters Score -2879572 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -2879636.500000 Penalty: 5126.680176
	Iteration 33Q: 3 clusters Score -2879636 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -2879683.000000 Penalty: 5126.680176
	Iteration 34Q: 3 clusters Score -2879683 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -2879735.750000 Penalty: 5126.680176
	Iteration 35Q: 3 clusters Score -2879736 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -2879755.750000 Penalty: 5126.680176
	Iteration 36Q: 3 clusters Score -2879756 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -2879772.250000 Penalty: 5126.680176
	Iteration 37Q: 3 clusters Score -2879772 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -2879774.750000 Penalty: 5126.680176
	Iteration 38Q: 3 clusters Score -2879775 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -2879796.250000 Penalty: 5126.680176
	Iteration 39Q: 3 clusters Score -2879796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -2879937.250000 Penalty: 5126.680176
	Iteration 40F: 3 clusters Score -2879937 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -2880007.250000 Penalty: 5126.680176
	Iteration 41Q: 3 clusters Score -2880007 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -2880047.250000 Penalty: 5126.680176
	Iteration 42Q: 3 clusters Score -2880047 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -2880071.750000 Penalty: 5126.680176
	Iteration 43Q: 3 clusters Score -2880072 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -2880080.750000 Penalty: 5126.680176
	Iteration 44Q: 3 clusters Score -2880081 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -2880090.000000 Penalty: 5126.680176
	Iteration 45Q: 3 clusters Score -2880090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -2880099.750000 Penalty: 5126.680176
	Iteration 46Q: 3 clusters Score -2880100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -2880102.000000 Penalty: 5126.680176
	Iteration 47Q: 3 clusters Score -2880102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -2880102.250000 Penalty: 5126.680176
	Iteration 48Q: 3 clusters Score -2880102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -2880100.000000 Penalty: 5126.680176
	Iteration 49Q: 3 clusters Score -2880100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -2880102.000000 Penalty: 5126.680176
	Iteration 50Q: 3 clusters Score -2880102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -2880106.000000 Penalty: 5126.680176
	Iteration 51Q: 3 clusters Score -2880106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -2880104.000000 Penalty: 5126.680176
	Iteration 52Q: 3 clusters Score -2880104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -2880102.500000 Penalty: 5126.680176
	Iteration 53Q: 3 clusters Score -2880102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -2880102.000000 Penalty: 5126.680176
	Iteration 54Q: 3 clusters Score -2880102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -2880102.000000 Penalty: 5126.680176
	Iteration 55F: 3 clusters Score -2880102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 26179 members 
Mstep: Class 3 contains 5838 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 9372 members 
Mstep: Class 6 contains 21001 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 21004 members 
Mstep: Class 9 contains 27307 members 
Mstep: Class 10 contains 4683 members 
Mstep: Class 11 contains 17768 members 
Mstep: Class 12 contains 51684 members 
Mstep: Class 13 contains 10125 members 
Mstep: Class 14 contains 22889 members 
Mstep: Class 15 contains 13744 members 
Mstep: Class 16 contains 93263 members 
Mstep: Class 17 contains 13302 members 
Mstep: Class 18 contains 26190 members 
Mstep: Class 19 contains 49983 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 16799 members 
Mstep: Class 23 contains 52295 members 
Mstep: Class 24 contains 2474 members 
Mstep: Class 25 contains 6207 members 
Mstep: Class 26 contains 1010 members 
Mstep: Class 27 contains 59864 members 
Mstep: Class 28 contains 48836 members 
Mstep: Class 29 contains 26141 members 
Entering Unmasked Estep 
Score: -64610720.000000 Penalty: 96243.132812
Splitting cluster 10 changes total score from -64580812.000000 to -64610720.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 11 (17768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Entering Unmasked Estep 
Score: -1714274.625000 Penalty: 2426.718262
	Iteration 0F: 2 clusters Score -1714275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1701673.500000 Penalty: 4853.436523
	Iteration 0F: 3 clusters Score -1701674 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1706419.750000 Penalty: 4853.436523
	Iteration 1F: 3 clusters Score -1706420 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1707812.875000 Penalty: 4853.436523
	Iteration 2F: 3 clusters Score -1707813 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1709323.125000 Penalty: 4853.436523
	Iteration 3F: 3 clusters Score -1709323 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1710537.000000 Penalty: 4853.436523
	Iteration 4F: 3 clusters Score -1710537 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1711384.875000 Penalty: 4853.436523
	Iteration 5F: 3 clusters Score -1711385 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1711939.000000 Penalty: 4853.436523
	Iteration 6F: 3 clusters Score -1711939 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1712287.500000 Penalty: 4853.436523
	Iteration 7Q: 3 clusters Score -1712288 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1712531.625000 Penalty: 4853.436523
	Iteration 8Q: 3 clusters Score -1712532 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1712676.750000 Penalty: 4853.436523
	Iteration 9Q: 3 clusters Score -1712677 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1712770.875000 Penalty: 4853.436523
	Iteration 10Q: 3 clusters Score -1712771 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1712858.750000 Penalty: 4853.436523
	Iteration 11Q: 3 clusters Score -1712859 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1712947.125000 Penalty: 4853.436523
	Iteration 12Q: 3 clusters Score -1712947 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1713017.375000 Penalty: 4853.436523
	Iteration 13Q: 3 clusters Score -1713017 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1713092.625000 Penalty: 4853.436523
	Iteration 14Q: 3 clusters Score -1713093 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1713175.750000 Penalty: 4853.436523
	Iteration 15Q: 3 clusters Score -1713176 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1713281.000000 Penalty: 4853.436523
	Iteration 16Q: 3 clusters Score -1713281 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1713378.625000 Penalty: 4853.436523
	Iteration 17Q: 3 clusters Score -1713379 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1713487.625000 Penalty: 4853.436523
	Iteration 18Q: 3 clusters Score -1713488 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1713576.125000 Penalty: 4853.436523
	Iteration 19Q: 3 clusters Score -1713576 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1713670.625000 Penalty: 4853.436523
	Iteration 20F: 3 clusters Score -1713671 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1713761.750000 Penalty: 4853.436523
	Iteration 21Q: 3 clusters Score -1713762 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1713808.375000 Penalty: 4853.436523
	Iteration 22Q: 3 clusters Score -1713808 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1713860.000000 Penalty: 4853.436523
	Iteration 23Q: 3 clusters Score -1713860 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1713905.625000 Penalty: 4853.436523
	Iteration 24Q: 3 clusters Score -1713906 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1713940.375000 Penalty: 4853.436523
	Iteration 25Q: 3 clusters Score -1713940 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1713976.125000 Penalty: 4853.436523
	Iteration 26Q: 3 clusters Score -1713976 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1713996.500000 Penalty: 4853.436523
	Iteration 27Q: 3 clusters Score -1713996 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1714020.875000 Penalty: 4853.436523
	Iteration 28Q: 3 clusters Score -1714021 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1714045.750000 Penalty: 4853.436523
	Iteration 29Q: 3 clusters Score -1714046 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1714059.500000 Penalty: 4853.436523
	Iteration 30Q: 3 clusters Score -1714060 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1714084.625000 Penalty: 4853.436523
	Iteration 31Q: 3 clusters Score -1714085 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1714095.500000 Penalty: 4853.436523
	Iteration 32Q: 3 clusters Score -1714096 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1714104.750000 Penalty: 4853.436523
	Iteration 33Q: 3 clusters Score -1714105 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1714113.125000 Penalty: 4853.436523
	Iteration 34Q: 3 clusters Score -1714113 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1714124.500000 Penalty: 4853.436523
	Iteration 35Q: 3 clusters Score -1714124 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1714131.250000 Penalty: 4853.436523
	Iteration 36Q: 3 clusters Score -1714131 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1714146.125000 Penalty: 4853.436523
	Iteration 37Q: 3 clusters Score -1714146 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1714159.125000 Penalty: 4853.436523
	Iteration 38Q: 3 clusters Score -1714159 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1714169.375000 Penalty: 4853.436523
	Iteration 39Q: 3 clusters Score -1714169 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1714180.875000 Penalty: 4853.436523
	Iteration 40F: 3 clusters Score -1714181 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1714191.125000 Penalty: 4853.436523
	Iteration 41Q: 3 clusters Score -1714191 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1714200.000000 Penalty: 4853.436523
	Iteration 42Q: 3 clusters Score -1714200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1714205.750000 Penalty: 4853.436523
	Iteration 43Q: 3 clusters Score -1714206 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1714215.000000 Penalty: 4853.436523
	Iteration 44Q: 3 clusters Score -1714215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1714221.500000 Penalty: 4853.436523
	Iteration 45Q: 3 clusters Score -1714222 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1714228.500000 Penalty: 4853.436523
	Iteration 46Q: 3 clusters Score -1714228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1714230.250000 Penalty: 4853.436523
	Iteration 47Q: 3 clusters Score -1714230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1714238.625000 Penalty: 4853.436523
	Iteration 48Q: 3 clusters Score -1714239 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -1714250.500000 Penalty: 4853.436523
	Iteration 49Q: 3 clusters Score -1714250 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -1714259.125000 Penalty: 4853.436523
	Iteration 50Q: 3 clusters Score -1714259 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -1714255.875000 Penalty: 4853.436523
	Iteration 51Q: 3 clusters Score -1714256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1714259.750000 Penalty: 4853.436523
	Iteration 52Q: 3 clusters Score -1714260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1714266.250000 Penalty: 4853.436523
	Iteration 53Q: 3 clusters Score -1714266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1714274.500000 Penalty: 4853.436523
	Iteration 54Q: 3 clusters Score -1714274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1714278.750000 Penalty: 4853.436523
	Iteration 55Q: 3 clusters Score -1714279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1714280.375000 Penalty: 4853.436523
	Iteration 56Q: 3 clusters Score -1714280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1714285.750000 Penalty: 4853.436523
	Iteration 57Q: 3 clusters Score -1714286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1714288.125000 Penalty: 4853.436523
	Iteration 58Q: 3 clusters Score -1714288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -1714292.500000 Penalty: 4853.436523
	Iteration 59Q: 3 clusters Score -1714292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1714298.375000 Penalty: 4853.436523
	Iteration 60F: 3 clusters Score -1714298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1714304.500000 Penalty: 4853.436523
	Iteration 61Q: 3 clusters Score -1714304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1714307.125000 Penalty: 4853.436523
	Iteration 62Q: 3 clusters Score -1714307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1714314.500000 Penalty: 4853.436523
	Iteration 63Q: 3 clusters Score -1714314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1714318.125000 Penalty: 4853.436523
	Iteration 64Q: 3 clusters Score -1714318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1714318.875000 Penalty: 4853.436523
	Iteration 65Q: 3 clusters Score -1714319 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1714323.875000 Penalty: 4853.436523
	Iteration 66Q: 3 clusters Score -1714324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -1714327.750000 Penalty: 4853.436523
	Iteration 67Q: 3 clusters Score -1714328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1714331.125000 Penalty: 4853.436523
	Iteration 68Q: 3 clusters Score -1714331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1714334.375000 Penalty: 4853.436523
	Iteration 69Q: 3 clusters Score -1714334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1714336.875000 Penalty: 4853.436523
	Iteration 70Q: 3 clusters Score -1714337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1714338.375000 Penalty: 4853.436523
	Iteration 71Q: 3 clusters Score -1714338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -1714338.500000 Penalty: 4853.436523
	Iteration 72Q: 3 clusters Score -1714338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1714340.375000 Penalty: 4853.436523
	Iteration 73Q: 3 clusters Score -1714340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -1714343.750000 Penalty: 4853.436523
	Iteration 74Q: 3 clusters Score -1714344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -1714346.125000 Penalty: 4853.436523
	Iteration 75Q: 3 clusters Score -1714346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -1714347.625000 Penalty: 4853.436523
	Iteration 76Q: 3 clusters Score -1714348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1714350.750000 Penalty: 4853.436523
	Iteration 77Q: 3 clusters Score -1714351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1714353.375000 Penalty: 4853.436523
	Iteration 78Q: 3 clusters Score -1714353 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1714358.500000 Penalty: 4853.436523
	Iteration 79Q: 3 clusters Score -1714358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -1714366.000000 Penalty: 4853.436523
	Iteration 80F: 3 clusters Score -1714366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1714376.750000 Penalty: 4853.436523
	Iteration 81Q: 3 clusters Score -1714377 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1714377.750000 Penalty: 4853.436523
	Iteration 82Q: 3 clusters Score -1714378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1714380.500000 Penalty: 4853.436523
	Iteration 83Q: 3 clusters Score -1714380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -1714388.625000 Penalty: 4853.436523
	Iteration 84Q: 3 clusters Score -1714389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1714393.875000 Penalty: 4853.436523
	Iteration 85Q: 3 clusters Score -1714394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1714391.000000 Penalty: 4853.436523
	Iteration 86Q: 3 clusters Score -1714391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1714395.000000 Penalty: 4853.436523
	Iteration 87Q: 3 clusters Score -1714395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1714399.500000 Penalty: 4853.436523
	Iteration 88Q: 3 clusters Score -1714400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1714401.500000 Penalty: 4853.436523
	Iteration 89Q: 3 clusters Score -1714402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1714399.250000 Penalty: 4853.436523
	Iteration 90Q: 3 clusters Score -1714399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -1714405.375000 Penalty: 4853.436523
	Iteration 91Q: 3 clusters Score -1714405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -1714407.625000 Penalty: 4853.436523
	Iteration 92Q: 3 clusters Score -1714408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -1714409.125000 Penalty: 4853.436523
	Iteration 93Q: 3 clusters Score -1714409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -1714408.375000 Penalty: 4853.436523
	Iteration 94Q: 3 clusters Score -1714408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1714411.875000 Penalty: 4853.436523
	Iteration 95Q: 3 clusters Score -1714412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -1714417.500000 Penalty: 4853.436523
	Iteration 96Q: 3 clusters Score -1714418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1714421.250000 Penalty: 4853.436523
	Iteration 97Q: 3 clusters Score -1714421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -1714425.750000 Penalty: 4853.436523
	Iteration 98Q: 3 clusters Score -1714426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1714433.500000 Penalty: 4853.436523
	Iteration 99Q: 3 clusters Score -1714434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -1714441.125000 Penalty: 4853.436523
	Iteration 100F: 3 clusters Score -1714441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -1714438.625000 Penalty: 4853.436523
	Iteration 101Q: 3 clusters Score -1714439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1714435.000000 Penalty: 4853.436523
	Iteration 102Q: 3 clusters Score -1714435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -1714440.000000 Penalty: 4853.436523
	Iteration 103Q: 3 clusters Score -1714440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -1714443.875000 Penalty: 4853.436523
	Iteration 104Q: 3 clusters Score -1714444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1714451.875000 Penalty: 4853.436523
	Iteration 105Q: 3 clusters Score -1714452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -1714450.375000 Penalty: 4853.436523
	Iteration 106Q: 3 clusters Score -1714450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1714452.375000 Penalty: 4853.436523
	Iteration 107Q: 3 clusters Score -1714452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -1714455.500000 Penalty: 4853.436523
	Iteration 108Q: 3 clusters Score -1714456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1714455.375000 Penalty: 4853.436523
	Iteration 109Q: 3 clusters Score -1714455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -1714456.500000 Penalty: 4853.436523
	Iteration 110Q: 3 clusters Score -1714456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -1714458.875000 Penalty: 4853.436523
	Iteration 111Q: 3 clusters Score -1714459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1714461.875000 Penalty: 4853.436523
	Iteration 112Q: 3 clusters Score -1714462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -1714460.625000 Penalty: 4853.436523
	Iteration 113Q: 3 clusters Score -1714461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1714461.125000 Penalty: 4853.436523
	Iteration 114Q: 3 clusters Score -1714461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -1714460.500000 Penalty: 4853.436523
	Iteration 115Q: 3 clusters Score -1714460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -1714459.500000 Penalty: 4853.436523
	Iteration 116Q: 3 clusters Score -1714460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -1714459.750000 Penalty: 4853.436523
	Iteration 117Q: 3 clusters Score -1714460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1714460.125000 Penalty: 4853.436523
	Iteration 118Q: 3 clusters Score -1714460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -1714459.250000 Penalty: 4853.436523
	Iteration 119Q: 3 clusters Score -1714459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -1714459.250000 Penalty: 4853.436523
	Iteration 120F: 3 clusters Score -1714459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 26179 members 
Mstep: Class 3 contains 5838 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 9372 members 
Mstep: Class 6 contains 21001 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 21004 members 
Mstep: Class 9 contains 27307 members 
Mstep: Class 10 contains 4683 members 
Mstep: Class 11 contains 2708 members 
Mstep: Class 12 contains 51684 members 
Mstep: Class 13 contains 10125 members 
Mstep: Class 14 contains 22889 members 
Mstep: Class 15 contains 13744 members 
Mstep: Class 16 contains 93263 members 
Mstep: Class 17 contains 13302 members 
Mstep: Class 18 contains 26190 members 
Mstep: Class 19 contains 49983 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 16799 members 
Mstep: Class 23 contains 52295 members 
Mstep: Class 24 contains 2474 members 
Mstep: Class 25 contains 6207 members 
Mstep: Class 26 contains 1010 members 
Mstep: Class 27 contains 59864 members 
Mstep: Class 28 contains 48836 members 
Mstep: Class 29 contains 26141 members 
Mstep: Class 30 contains 15060 members 
Entering Unmasked Estep 
Score: -64610172.000000 Penalty: 99561.859375
Splitting cluster 11 changes total score from -64580812.000000 to -64610172.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 12 (51684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51684 members 
Entering Unmasked Estep 
Score: -5478339.000000 Penalty: 2691.520020
	Iteration 0F: 2 clusters Score -5478339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -5443490.000000 Penalty: 5383.040039
	Iteration 0F: 3 clusters Score -5443490 nChanged 23961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -5457950.500000 Penalty: 5383.040039
	Iteration 1F: 3 clusters Score -5457950 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -5460830.000000 Penalty: 5383.040039
	Iteration 2F: 3 clusters Score -5460830 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -5465097.500000 Penalty: 5383.040039
	Iteration 3F: 3 clusters Score -5465098 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -5469344.000000 Penalty: 5383.040039
	Iteration 4F: 3 clusters Score -5469344 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -5472272.500000 Penalty: 5383.040039
	Iteration 5F: 3 clusters Score -5472272 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -5474237.000000 Penalty: 5383.040039
	Iteration 6F: 3 clusters Score -5474237 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -5475435.500000 Penalty: 5383.040039
	Iteration 7Q: 3 clusters Score -5475436 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -5476233.000000 Penalty: 5383.040039
	Iteration 8Q: 3 clusters Score -5476233 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -5476701.000000 Penalty: 5383.040039
	Iteration 9Q: 3 clusters Score -5476701 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -5477078.000000 Penalty: 5383.040039
	Iteration 10Q: 3 clusters Score -5477078 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -5477452.000000 Penalty: 5383.040039
	Iteration 11Q: 3 clusters Score -5477452 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -5477777.500000 Penalty: 5383.040039
	Iteration 12Q: 3 clusters Score -5477778 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -5478132.500000 Penalty: 5383.040039
	Iteration 13Q: 3 clusters Score -5478132 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -5478507.000000 Penalty: 5383.040039
	Iteration 14Q: 3 clusters Score -5478507 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -5478897.000000 Penalty: 5383.040039
	Iteration 15Q: 3 clusters Score -5478897 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -5479160.000000 Penalty: 5383.040039
	Iteration 16Q: 3 clusters Score -5479160 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -5479332.000000 Penalty: 5383.040039
	Iteration 17Q: 3 clusters Score -5479332 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -5479438.000000 Penalty: 5383.040039
	Iteration 18Q: 3 clusters Score -5479438 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -5479491.500000 Penalty: 5383.040039
	Iteration 19Q: 3 clusters Score -5479492 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -5479592.000000 Penalty: 5383.040039
	Iteration 20F: 3 clusters Score -5479592 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -5479626.500000 Penalty: 5383.040039
	Iteration 21Q: 3 clusters Score -5479626 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -5479676.000000 Penalty: 5383.040039
	Iteration 22Q: 3 clusters Score -5479676 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -5479722.500000 Penalty: 5383.040039
	Iteration 23Q: 3 clusters Score -5479722 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -5479760.000000 Penalty: 5383.040039
	Iteration 24Q: 3 clusters Score -5479760 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -5479773.000000 Penalty: 5383.040039
	Iteration 25Q: 3 clusters Score -5479773 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -5479797.000000 Penalty: 5383.040039
	Iteration 26Q: 3 clusters Score -5479797 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -5479815.000000 Penalty: 5383.040039
	Iteration 27Q: 3 clusters Score -5479815 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -5479808.000000 Penalty: 5383.040039
	Iteration 28Q: 3 clusters Score -5479808 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -5479816.000000 Penalty: 5383.040039
	Iteration 29Q: 3 clusters Score -5479816 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -5479841.500000 Penalty: 5383.040039
	Iteration 30Q: 3 clusters Score -5479842 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -5479830.500000 Penalty: 5383.040039
	Iteration 31Q: 3 clusters Score -5479830 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -5479862.000000 Penalty: 5383.040039
	Iteration 32Q: 3 clusters Score -5479862 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -5479853.500000 Penalty: 5383.040039
	Iteration 33Q: 3 clusters Score -5479854 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -5479849.500000 Penalty: 5383.040039
	Iteration 34Q: 3 clusters Score -5479850 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -5479873.500000 Penalty: 5383.040039
	Iteration 35Q: 3 clusters Score -5479874 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -5479868.500000 Penalty: 5383.040039
	Iteration 36Q: 3 clusters Score -5479868 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -5479876.000000 Penalty: 5383.040039
	Iteration 37Q: 3 clusters Score -5479876 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -5479895.500000 Penalty: 5383.040039
	Iteration 38Q: 3 clusters Score -5479896 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -5479882.000000 Penalty: 5383.040039
	Iteration 39Q: 3 clusters Score -5479882 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -5479894.000000 Penalty: 5383.040039
	Iteration 40F: 3 clusters Score -5479894 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -5479906.000000 Penalty: 5383.040039
	Iteration 41Q: 3 clusters Score -5479906 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -5479922.000000 Penalty: 5383.040039
	Iteration 42Q: 3 clusters Score -5479922 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -5479942.000000 Penalty: 5383.040039
	Iteration 43Q: 3 clusters Score -5479942 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -5479960.500000 Penalty: 5383.040039
	Iteration 44Q: 3 clusters Score -5479960 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -5479974.500000 Penalty: 5383.040039
	Iteration 45Q: 3 clusters Score -5479974 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -5479991.000000 Penalty: 5383.040039
	Iteration 46Q: 3 clusters Score -5479991 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -5480011.000000 Penalty: 5383.040039
	Iteration 47Q: 3 clusters Score -5480011 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -5480035.500000 Penalty: 5383.040039
	Iteration 48Q: 3 clusters Score -5480036 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -5480060.000000 Penalty: 5383.040039
	Iteration 49Q: 3 clusters Score -5480060 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -5480068.500000 Penalty: 5383.040039
	Iteration 50Q: 3 clusters Score -5480068 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -5480094.500000 Penalty: 5383.040039
	Iteration 51Q: 3 clusters Score -5480094 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -5480117.000000 Penalty: 5383.040039
	Iteration 52Q: 3 clusters Score -5480117 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -5480151.000000 Penalty: 5383.040039
	Iteration 53Q: 3 clusters Score -5480151 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -5480194.000000 Penalty: 5383.040039
	Iteration 54Q: 3 clusters Score -5480194 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -5480217.500000 Penalty: 5383.040039
	Iteration 55Q: 3 clusters Score -5480218 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -5480251.000000 Penalty: 5383.040039
	Iteration 56Q: 3 clusters Score -5480251 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -5480275.000000 Penalty: 5383.040039
	Iteration 57Q: 3 clusters Score -5480275 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -5480329.500000 Penalty: 5383.040039
	Iteration 58Q: 3 clusters Score -5480330 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -5480322.500000 Penalty: 5383.040039
	Iteration 59Q: 3 clusters Score -5480322 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -5480343.500000 Penalty: 5383.040039
	Iteration 60F: 3 clusters Score -5480344 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -5480360.000000 Penalty: 5383.040039
	Iteration 61Q: 3 clusters Score -5480360 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -5480381.500000 Penalty: 5383.040039
	Iteration 62Q: 3 clusters Score -5480382 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -5480410.000000 Penalty: 5383.040039
	Iteration 63Q: 3 clusters Score -5480410 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -5480446.000000 Penalty: 5383.040039
	Iteration 64Q: 3 clusters Score -5480446 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -5480472.500000 Penalty: 5383.040039
	Iteration 65Q: 3 clusters Score -5480472 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -5480487.500000 Penalty: 5383.040039
	Iteration 66Q: 3 clusters Score -5480488 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -5480511.500000 Penalty: 5383.040039
	Iteration 67Q: 3 clusters Score -5480512 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -5480530.500000 Penalty: 5383.040039
	Iteration 68Q: 3 clusters Score -5480530 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -5480566.500000 Penalty: 5383.040039
	Iteration 69Q: 3 clusters Score -5480566 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -5480606.000000 Penalty: 5383.040039
	Iteration 70Q: 3 clusters Score -5480606 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -5480638.000000 Penalty: 5383.040039
	Iteration 71Q: 3 clusters Score -5480638 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -5480650.000000 Penalty: 5383.040039
	Iteration 72Q: 3 clusters Score -5480650 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -5480658.000000 Penalty: 5383.040039
	Iteration 73Q: 3 clusters Score -5480658 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -5480705.500000 Penalty: 5383.040039
	Iteration 74Q: 3 clusters Score -5480706 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -5480719.000000 Penalty: 5383.040039
	Iteration 75Q: 3 clusters Score -5480719 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -5480732.500000 Penalty: 5383.040039
	Iteration 76Q: 3 clusters Score -5480732 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -5480781.000000 Penalty: 5383.040039
	Iteration 77Q: 3 clusters Score -5480781 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -5480809.500000 Penalty: 5383.040039
	Iteration 78Q: 3 clusters Score -5480810 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -5480813.500000 Penalty: 5383.040039
	Iteration 79Q: 3 clusters Score -5480814 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -5480839.500000 Penalty: 5383.040039
	Iteration 80F: 3 clusters Score -5480840 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -5480866.000000 Penalty: 5383.040039
	Iteration 81Q: 3 clusters Score -5480866 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -5480921.000000 Penalty: 5383.040039
	Iteration 82Q: 3 clusters Score -5480921 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -5480989.000000 Penalty: 5383.040039
	Iteration 83Q: 3 clusters Score -5480989 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -5481003.000000 Penalty: 5383.040039
	Iteration 84Q: 3 clusters Score -5481003 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -5481030.500000 Penalty: 5383.040039
	Iteration 85Q: 3 clusters Score -5481030 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -5481083.500000 Penalty: 5383.040039
	Iteration 86Q: 3 clusters Score -5481084 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -5481121.500000 Penalty: 5383.040039
	Iteration 87Q: 3 clusters Score -5481122 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -5481178.000000 Penalty: 5383.040039
	Iteration 88Q: 3 clusters Score -5481178 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -5481246.500000 Penalty: 5383.040039
	Iteration 89Q: 3 clusters Score -5481246 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -5481331.000000 Penalty: 5383.040039
	Iteration 90Q: 3 clusters Score -5481331 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -5481463.500000 Penalty: 5383.040039
	Iteration 91Q: 3 clusters Score -5481464 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -5481662.000000 Penalty: 5383.040039
	Iteration 92Q: 3 clusters Score -5481662 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -5481893.500000 Penalty: 5383.040039
	Iteration 93Q: 3 clusters Score -5481894 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -5482156.000000 Penalty: 5383.040039
	Iteration 94Q: 3 clusters Score -5482156 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -5482368.500000 Penalty: 5383.040039
	Iteration 95Q: 3 clusters Score -5482368 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -5482488.500000 Penalty: 5383.040039
	Iteration 96Q: 3 clusters Score -5482488 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -5482591.500000 Penalty: 5383.040039
	Iteration 97Q: 3 clusters Score -5482592 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -5482655.500000 Penalty: 5383.040039
	Iteration 98Q: 3 clusters Score -5482656 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -5482713.500000 Penalty: 5383.040039
	Iteration 99Q: 3 clusters Score -5482714 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -5482771.000000 Penalty: 5383.040039
	Iteration 100F: 3 clusters Score -5482771 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -5482799.500000 Penalty: 5383.040039
	Iteration 101Q: 3 clusters Score -5482800 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -5482862.000000 Penalty: 5383.040039
	Iteration 102Q: 3 clusters Score -5482862 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -5482877.000000 Penalty: 5383.040039
	Iteration 103Q: 3 clusters Score -5482877 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -5482910.500000 Penalty: 5383.040039
	Iteration 104Q: 3 clusters Score -5482910 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -5482939.000000 Penalty: 5383.040039
	Iteration 105Q: 3 clusters Score -5482939 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -5482970.000000 Penalty: 5383.040039
	Iteration 106Q: 3 clusters Score -5482970 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -5482998.000000 Penalty: 5383.040039
	Iteration 107Q: 3 clusters Score -5482998 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -5483042.500000 Penalty: 5383.040039
	Iteration 108Q: 3 clusters Score -5483042 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -5483049.500000 Penalty: 5383.040039
	Iteration 109Q: 3 clusters Score -5483050 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -5483100.000000 Penalty: 5383.040039
	Iteration 110Q: 3 clusters Score -5483100 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -5483160.500000 Penalty: 5383.040039
	Iteration 111Q: 3 clusters Score -5483160 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -5483221.000000 Penalty: 5383.040039
	Iteration 112Q: 3 clusters Score -5483221 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -5483308.000000 Penalty: 5383.040039
	Iteration 113Q: 3 clusters Score -5483308 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -5483370.000000 Penalty: 5383.040039
	Iteration 114Q: 3 clusters Score -5483370 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -5483436.500000 Penalty: 5383.040039
	Iteration 115Q: 3 clusters Score -5483436 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -5483497.000000 Penalty: 5383.040039
	Iteration 116Q: 3 clusters Score -5483497 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -5483556.500000 Penalty: 5383.040039
	Iteration 117Q: 3 clusters Score -5483556 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -5483629.500000 Penalty: 5383.040039
	Iteration 118Q: 3 clusters Score -5483630 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -5483721.000000 Penalty: 5383.040039
	Iteration 119Q: 3 clusters Score -5483721 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -5483825.000000 Penalty: 5383.040039
	Iteration 120F: 3 clusters Score -5483825 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -5483898.000000 Penalty: 5383.040039
	Iteration 121Q: 3 clusters Score -5483898 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -5483928.500000 Penalty: 5383.040039
	Iteration 122Q: 3 clusters Score -5483928 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -5483962.500000 Penalty: 5383.040039
	Iteration 123Q: 3 clusters Score -5483962 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -5484013.000000 Penalty: 5383.040039
	Iteration 124Q: 3 clusters Score -5484013 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -5484024.500000 Penalty: 5383.040039
	Iteration 125Q: 3 clusters Score -5484024 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -5484049.500000 Penalty: 5383.040039
	Iteration 126Q: 3 clusters Score -5484050 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -5484071.000000 Penalty: 5383.040039
	Iteration 127Q: 3 clusters Score -5484071 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -5484110.500000 Penalty: 5383.040039
	Iteration 128Q: 3 clusters Score -5484110 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -5484134.000000 Penalty: 5383.040039
	Iteration 129Q: 3 clusters Score -5484134 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -5484144.500000 Penalty: 5383.040039
	Iteration 130Q: 3 clusters Score -5484144 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -5484153.000000 Penalty: 5383.040039
	Iteration 131Q: 3 clusters Score -5484153 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -5484160.000000 Penalty: 5383.040039
	Iteration 132Q: 3 clusters Score -5484160 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -5484181.000000 Penalty: 5383.040039
	Iteration 133Q: 3 clusters Score -5484181 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -5484205.500000 Penalty: 5383.040039
	Iteration 134Q: 3 clusters Score -5484206 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -5484208.000000 Penalty: 5383.040039
	Iteration 135Q: 3 clusters Score -5484208 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -5484240.500000 Penalty: 5383.040039
	Iteration 136Q: 3 clusters Score -5484240 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -5484241.500000 Penalty: 5383.040039
	Iteration 137Q: 3 clusters Score -5484242 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -5484240.500000 Penalty: 5383.040039
	Iteration 138Q: 3 clusters Score -5484240 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -5484240.500000 Penalty: 5383.040039
	Iteration 139Q: 3 clusters Score -5484240 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -5484234.500000 Penalty: 5383.040039
	Iteration 140F: 3 clusters Score -5484234 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -5484230.000000 Penalty: 5383.040039
	Iteration 141Q: 3 clusters Score -5484230 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -5484232.500000 Penalty: 5383.040039
	Iteration 142Q: 3 clusters Score -5484232 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -5484237.000000 Penalty: 5383.040039
	Iteration 143Q: 3 clusters Score -5484237 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -5484236.000000 Penalty: 5383.040039
	Iteration 144Q: 3 clusters Score -5484236 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -5484262.000000 Penalty: 5383.040039
	Iteration 145Q: 3 clusters Score -5484262 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -5484253.000000 Penalty: 5383.040039
	Iteration 146Q: 3 clusters Score -5484253 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -5484259.500000 Penalty: 5383.040039
	Iteration 147Q: 3 clusters Score -5484260 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -5484265.000000 Penalty: 5383.040039
	Iteration 148Q: 3 clusters Score -5484265 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -5484270.500000 Penalty: 5383.040039
	Iteration 149Q: 3 clusters Score -5484270 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -5484263.500000 Penalty: 5383.040039
	Iteration 150Q: 3 clusters Score -5484264 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -5484269.000000 Penalty: 5383.040039
	Iteration 151Q: 3 clusters Score -5484269 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -5484268.500000 Penalty: 5383.040039
	Iteration 152Q: 3 clusters Score -5484268 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -5484255.000000 Penalty: 5383.040039
	Iteration 153Q: 3 clusters Score -5484255 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -5484258.500000 Penalty: 5383.040039
	Iteration 154Q: 3 clusters Score -5484258 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -5484250.000000 Penalty: 5383.040039
	Iteration 155Q: 3 clusters Score -5484250 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -5484257.500000 Penalty: 5383.040039
	Iteration 156Q: 3 clusters Score -5484258 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -5484246.500000 Penalty: 5383.040039
	Iteration 157Q: 3 clusters Score -5484246 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -5484248.500000 Penalty: 5383.040039
	Iteration 158Q: 3 clusters Score -5484248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -5484245.000000 Penalty: 5383.040039
	Iteration 159Q: 3 clusters Score -5484245 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -5484250.500000 Penalty: 5383.040039
	Iteration 160F: 3 clusters Score -5484250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -5484264.000000 Penalty: 5383.040039
	Iteration 161Q: 3 clusters Score -5484264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -5484267.500000 Penalty: 5383.040039
	Iteration 162Q: 3 clusters Score -5484268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -5484277.000000 Penalty: 5383.040039
	Iteration 163Q: 3 clusters Score -5484277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -5484280.000000 Penalty: 5383.040039
	Iteration 164Q: 3 clusters Score -5484280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -5484282.000000 Penalty: 5383.040039
	Iteration 165Q: 3 clusters Score -5484282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -5484278.000000 Penalty: 5383.040039
	Iteration 166Q: 3 clusters Score -5484278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -5484279.000000 Penalty: 5383.040039
	Iteration 167Q: 3 clusters Score -5484279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -5484274.500000 Penalty: 5383.040039
	Iteration 168Q: 3 clusters Score -5484274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -5484266.000000 Penalty: 5383.040039
	Iteration 169Q: 3 clusters Score -5484266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -5484275.000000 Penalty: 5383.040039
	Iteration 170Q: 3 clusters Score -5484275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -5484275.500000 Penalty: 5383.040039
	Iteration 171Q: 3 clusters Score -5484276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -5484281.000000 Penalty: 5383.040039
	Iteration 172Q: 3 clusters Score -5484281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -5484286.000000 Penalty: 5383.040039
	Iteration 173Q: 3 clusters Score -5484286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -5484286.000000 Penalty: 5383.040039
	Iteration 174Q: 3 clusters Score -5484286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -5484289.500000 Penalty: 5383.040039
	Iteration 175Q: 3 clusters Score -5484290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -5484286.000000 Penalty: 5383.040039
	Iteration 176Q: 3 clusters Score -5484286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -5484283.500000 Penalty: 5383.040039
	Iteration 177Q: 3 clusters Score -5484284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -5484284.500000 Penalty: 5383.040039
	Iteration 178Q: 3 clusters Score -5484284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -5484283.500000 Penalty: 5383.040039
	Iteration 179Q: 3 clusters Score -5484284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -5484282.000000 Penalty: 5383.040039
	Iteration 180F: 3 clusters Score -5484282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -5484281.000000 Penalty: 5383.040039
	Iteration 181Q: 3 clusters Score -5484281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -5484282.500000 Penalty: 5383.040039
	Iteration 182Q: 3 clusters Score -5484282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -5484281.500000 Penalty: 5383.040039
	Iteration 183Q: 3 clusters Score -5484282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -5484281.000000 Penalty: 5383.040039
	Iteration 184Q: 3 clusters Score -5484281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -5484282.500000 Penalty: 5383.040039
	Iteration 185Q: 3 clusters Score -5484282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -5484279.500000 Penalty: 5383.040039
	Iteration 186Q: 3 clusters Score -5484280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -5484286.500000 Penalty: 5383.040039
	Iteration 187Q: 3 clusters Score -5484286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -5484286.500000 Penalty: 5383.040039
	Iteration 188F: 3 clusters Score -5484286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 26179 members 
Mstep: Class 3 contains 5838 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 9372 members 
Mstep: Class 6 contains 21001 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 21004 members 
Mstep: Class 9 contains 27307 members 
Mstep: Class 10 contains 4683 members 
Mstep: Class 11 contains 2708 members 
Mstep: Class 12 contains 25041 members 
Mstep: Class 13 contains 10125 members 
Mstep: Class 14 contains 22889 members 
Mstep: Class 15 contains 13744 members 
Mstep: Class 16 contains 93263 members 
Mstep: Class 17 contains 13302 members 
Mstep: Class 18 contains 26190 members 
Mstep: Class 19 contains 49983 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 16799 members 
Mstep: Class 23 contains 52295 members 
Mstep: Class 24 contains 2474 members 
Mstep: Class 25 contains 6207 members 
Mstep: Class 26 contains 1010 members 
Mstep: Class 27 contains 59864 members 
Mstep: Class 28 contains 48836 members 
Mstep: Class 29 contains 26141 members 
Mstep: Class 30 contains 15060 members 
Mstep: Class 31 contains 26643 members 
Entering Unmasked Estep 
Score: -64615464.000000 Penalty: 102880.585938
Splitting cluster 12 changes total score from -64580812.000000 to -64615464.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 13 (10125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Entering Unmasked Estep 
Score: -672435.437500 Penalty: 2287.245117
	Iteration 0F: 2 clusters Score -672435.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -664742.250000 Penalty: 4574.490234
	Iteration 0F: 3 clusters Score -664742.2 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -667220.875000 Penalty: 4574.490234
	Iteration 1F: 3 clusters Score -667220.9 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -668069.750000 Penalty: 4574.490234
	Iteration 2F: 3 clusters Score -668069.8 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -669258.250000 Penalty: 4574.490234
	Iteration 3F: 3 clusters Score -669258.2 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -670519.375000 Penalty: 4574.490234
	Iteration 4F: 3 clusters Score -670519.4 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -671695.062500 Penalty: 4574.490234
	Iteration 5F: 3 clusters Score -671695.1 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -672646.750000 Penalty: 4574.490234
	Iteration 6F: 3 clusters Score -672646.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -673316.562500 Penalty: 4574.490234
	Iteration 7F: 3 clusters Score -673316.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -673711.750000 Penalty: 4574.490234
	Iteration 8Q: 3 clusters Score -673711.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -673945.062500 Penalty: 4574.490234
	Iteration 9Q: 3 clusters Score -673945.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -674044.125000 Penalty: 4574.490234
	Iteration 10Q: 3 clusters Score -674044.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -674089.625000 Penalty: 4574.490234
	Iteration 11Q: 3 clusters Score -674089.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -674113.875000 Penalty: 4574.490234
	Iteration 12Q: 3 clusters Score -674113.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -674128.000000 Penalty: 4574.490234
	Iteration 13Q: 3 clusters Score -674128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -674134.062500 Penalty: 4574.490234
	Iteration 14Q: 3 clusters Score -674134.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -674142.812500 Penalty: 4574.490234
	Iteration 15Q: 3 clusters Score -674142.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -674152.562500 Penalty: 4574.490234
	Iteration 16Q: 3 clusters Score -674152.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -674156.187500 Penalty: 4574.490234
	Iteration 17Q: 3 clusters Score -674156.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -674159.625000 Penalty: 4574.490234
	Iteration 18Q: 3 clusters Score -674159.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -674163.687500 Penalty: 4574.490234
	Iteration 19Q: 3 clusters Score -674163.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -674171.937500 Penalty: 4574.490234
	Iteration 20F: 3 clusters Score -674171.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -674176.312500 Penalty: 4574.490234
	Iteration 21Q: 3 clusters Score -674176.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -674181.875000 Penalty: 4574.490234
	Iteration 22Q: 3 clusters Score -674181.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -674182.937500 Penalty: 4574.490234
	Iteration 23Q: 3 clusters Score -674182.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -674183.375000 Penalty: 4574.490234
	Iteration 24Q: 3 clusters Score -674183.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -674184.125000 Penalty: 4574.490234
	Iteration 25Q: 3 clusters Score -674184.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -674185.437500 Penalty: 4574.490234
	Iteration 26Q: 3 clusters Score -674185.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -674185.625000 Penalty: 4574.490234
	Iteration 27Q: 3 clusters Score -674185.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -674185.750000 Penalty: 4574.490234
	Iteration 28Q: 3 clusters Score -674185.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -674185.750000 Penalty: 4574.490234
	Iteration 29F: 3 clusters Score -674185.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 26179 members 
Mstep: Class 3 contains 5838 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 9372 members 
Mstep: Class 6 contains 21001 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 21004 members 
Mstep: Class 9 contains 27307 members 
Mstep: Class 10 contains 4683 members 
Mstep: Class 11 contains 2708 members 
Mstep: Class 12 contains 25041 members 
Mstep: Class 13 contains 1785 members 
Mstep: Class 14 contains 22889 members 
Mstep: Class 15 contains 13744 members 
Mstep: Class 16 contains 93263 members 
Mstep: Class 17 contains 13302 members 
Mstep: Class 18 contains 26190 members 
Mstep: Class 19 contains 49983 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 16799 members 
Mstep: Class 23 contains 52295 members 
Mstep: Class 24 contains 2474 members 
Mstep: Class 25 contains 6207 members 
Mstep: Class 26 contains 1010 members 
Mstep: Class 27 contains 59864 members 
Mstep: Class 28 contains 48836 members 
Mstep: Class 29 contains 26141 members 
Mstep: Class 30 contains 15060 members 
Mstep: Class 31 contains 26643 members 
Mstep: Class 32 contains 8340 members 
Entering Unmasked Estep 
Score: -64616036.000000 Penalty: 106199.320312
Splitting cluster 13 changes total score from -64580812.000000 to -64616036.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 15 (13744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Entering Unmasked Estep 
Score: -1268937.750000 Penalty: 2363.032715
	Iteration 0F: 2 clusters Score -1268938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1258903.000000 Penalty: 4726.065430
	Iteration 0F: 3 clusters Score -1258903 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1262204.750000 Penalty: 4726.065430
	Iteration 1F: 3 clusters Score -1262205 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1262742.000000 Penalty: 4726.065430
	Iteration 2F: 3 clusters Score -1262742 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1263274.250000 Penalty: 4726.065430
	Iteration 3F: 3 clusters Score -1263274 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1263865.875000 Penalty: 4726.065430
	Iteration 4F: 3 clusters Score -1263866 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1264462.250000 Penalty: 4726.065430
	Iteration 5F: 3 clusters Score -1264462 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1265000.250000 Penalty: 4726.065430
	Iteration 6F: 3 clusters Score -1265000 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1265479.875000 Penalty: 4726.065430
	Iteration 7F: 3 clusters Score -1265480 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1265846.750000 Penalty: 4726.065430
	Iteration 8Q: 3 clusters Score -1265847 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1266114.500000 Penalty: 4726.065430
	Iteration 9Q: 3 clusters Score -1266114 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1266364.625000 Penalty: 4726.065430
	Iteration 10Q: 3 clusters Score -1266365 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1266577.750000 Penalty: 4726.065430
	Iteration 11Q: 3 clusters Score -1266578 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1266748.750000 Penalty: 4726.065430
	Iteration 12Q: 3 clusters Score -1266749 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1266898.750000 Penalty: 4726.065430
	Iteration 13Q: 3 clusters Score -1266899 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1267056.125000 Penalty: 4726.065430
	Iteration 14Q: 3 clusters Score -1267056 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1267215.250000 Penalty: 4726.065430
	Iteration 15Q: 3 clusters Score -1267215 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1267367.750000 Penalty: 4726.065430
	Iteration 16Q: 3 clusters Score -1267368 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1267541.500000 Penalty: 4726.065430
	Iteration 17Q: 3 clusters Score -1267542 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1267681.750000 Penalty: 4726.065430
	Iteration 18Q: 3 clusters Score -1267682 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1267846.625000 Penalty: 4726.065430
	Iteration 19Q: 3 clusters Score -1267847 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1268027.625000 Penalty: 4726.065430
	Iteration 20F: 3 clusters Score -1268028 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1268258.000000 Penalty: 4726.065430
	Iteration 21Q: 3 clusters Score -1268258 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1268498.875000 Penalty: 4726.065430
	Iteration 22Q: 3 clusters Score -1268499 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1268732.375000 Penalty: 4726.065430
	Iteration 23Q: 3 clusters Score -1268732 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1268885.375000 Penalty: 4726.065430
	Iteration 24Q: 3 clusters Score -1268885 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1268958.375000 Penalty: 4726.065430
	Iteration 25Q: 3 clusters Score -1268958 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1269002.875000 Penalty: 4726.065430
	Iteration 26Q: 3 clusters Score -1269003 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1269019.500000 Penalty: 4726.065430
	Iteration 27Q: 3 clusters Score -1269020 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1269033.875000 Penalty: 4726.065430
	Iteration 28Q: 3 clusters Score -1269034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1269035.125000 Penalty: 4726.065430
	Iteration 29Q: 3 clusters Score -1269035 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1269043.500000 Penalty: 4726.065430
	Iteration 30Q: 3 clusters Score -1269044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1269042.500000 Penalty: 4726.065430
	Iteration 31Q: 3 clusters Score -1269042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1269046.125000 Penalty: 4726.065430
	Iteration 32Q: 3 clusters Score -1269046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1269046.125000 Penalty: 4726.065430
	Iteration 33Q: 3 clusters Score -1269046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1269048.750000 Penalty: 4726.065430
	Iteration 34Q: 3 clusters Score -1269049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1269047.875000 Penalty: 4726.065430
	Iteration 35Q: 3 clusters Score -1269048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1269047.875000 Penalty: 4726.065430
	Iteration 36F: 3 clusters Score -1269048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 26179 members 
Mstep: Class 3 contains 5838 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 9372 members 
Mstep: Class 6 contains 21001 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 21004 members 
Mstep: Class 9 contains 27307 members 
Mstep: Class 10 contains 4683 members 
Mstep: Class 11 contains 2708 members 
Mstep: Class 12 contains 25041 members 
Mstep: Class 13 contains 1785 members 
Mstep: Class 14 contains 22889 members 
Mstep: Class 15 contains 4613 members 
Mstep: Class 16 contains 93263 members 
Mstep: Class 17 contains 13302 members 
Mstep: Class 18 contains 26190 members 
Mstep: Class 19 contains 49983 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 16799 members 
Mstep: Class 23 contains 52295 members 
Mstep: Class 24 contains 2474 members 
Mstep: Class 25 contains 6207 members 
Mstep: Class 26 contains 1010 members 
Mstep: Class 27 contains 59864 members 
Mstep: Class 28 contains 48836 members 
Mstep: Class 29 contains 26141 members 
Mstep: Class 30 contains 15060 members 
Mstep: Class 31 contains 26643 members 
Mstep: Class 32 contains 8340 members 
Mstep: Class 33 contains 9131 members 
Entering Unmasked Estep 
Score: -64615056.000000 Penalty: 109518.046875
Splitting cluster 15 changes total score from -64580812.000000 to -64615056.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 16 (93263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93263 members 
Entering Unmasked Estep 
Score: -10151396.000000 Penalty: 2837.908447
	Iteration 0F: 2 clusters Score -1.01514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46392 members 
Mstep: Class 2 contains 46871 members 
Entering Unmasked Estep 
Score: -10089193.000000 Penalty: 5675.816895
	Iteration 0F: 3 clusters Score -1.008919e+07 nChanged 43887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -10115075.000000 Penalty: 5675.816895
	Iteration 1F: 3 clusters Score -1.011508e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 51470 members 
Entering Unmasked Estep 
Score: -10116558.000000 Penalty: 5675.816895
	Iteration 2Q: 3 clusters Score -1.011656e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 53314 members 
Entering Unmasked Estep 
Score: -10118012.000000 Penalty: 5675.816895
	Iteration 3Q: 3 clusters Score -1.011801e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 55578 members 
Entering Unmasked Estep 
Score: -10119472.000000 Penalty: 5675.816895
	Iteration 4Q: 3 clusters Score -1.011947e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 58673 members 
Entering Unmasked Estep 
Score: -10121280.000000 Penalty: 5675.816895
	Iteration 5Q: 3 clusters Score -1.012128e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 62918 members 
Entering Unmasked Estep 
Score: -10123866.000000 Penalty: 5675.816895
	Iteration 6F: 3 clusters Score -1.012387e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 68555 members 
Entering Unmasked Estep 
Score: -10127826.000000 Penalty: 5675.816895
	Iteration 7F: 3 clusters Score -1.012783e+07 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 75170 members 
Entering Unmasked Estep 
Score: -10133310.000000 Penalty: 5675.816895
	Iteration 8F: 3 clusters Score -1.013331e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 81717 members 
Entering Unmasked Estep 
Score: -10139278.000000 Penalty: 5675.816895
	Iteration 9F: 3 clusters Score -1.013928e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 86806 members 
Entering Unmasked Estep 
Score: -10143947.000000 Penalty: 5675.816895
	Iteration 10F: 3 clusters Score -1.014395e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 89917 members 
Entering Unmasked Estep 
Score: -10146661.000000 Penalty: 5675.816895
	Iteration 11Q: 3 clusters Score -1.014666e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 91491 members 
Entering Unmasked Estep 
Score: -10147988.000000 Penalty: 5675.816895
	Iteration 12Q: 3 clusters Score -1.014799e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 92159 members 
Entering Unmasked Estep 
Score: -10148551.000000 Penalty: 5675.816895
	Iteration 13Q: 3 clusters Score -1.014855e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 92447 members 
Entering Unmasked Estep 
Score: -10148834.000000 Penalty: 5675.816895
	Iteration 14Q: 3 clusters Score -1.014883e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 92579 members 
Entering Unmasked Estep 
Score: -10148987.000000 Penalty: 5675.816895
	Iteration 15Q: 3 clusters Score -1.014899e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 92644 members 
Entering Unmasked Estep 
Score: -10149079.000000 Penalty: 5675.816895
	Iteration 16Q: 3 clusters Score -1.014908e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 92674 members 
Entering Unmasked Estep 
Score: -10149126.000000 Penalty: 5675.816895
	Iteration 17Q: 3 clusters Score -1.014913e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 92690 members 
Entering Unmasked Estep 
Score: -10149153.000000 Penalty: 5675.816895
	Iteration 18Q: 3 clusters Score -1.014915e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 92692 members 
Entering Unmasked Estep 
Score: -10149158.000000 Penalty: 5675.816895
	Iteration 19Q: 3 clusters Score -1.014916e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 92703 members 
Entering Unmasked Estep 
Score: -10149176.000000 Penalty: 5675.816895
	Iteration 20F: 3 clusters Score -1.014918e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 92713 members 
Entering Unmasked Estep 
Score: -10149201.000000 Penalty: 5675.816895
	Iteration 21Q: 3 clusters Score -1.01492e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 92719 members 
Entering Unmasked Estep 
Score: -10149219.000000 Penalty: 5675.816895
	Iteration 22Q: 3 clusters Score -1.014922e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 92724 members 
Entering Unmasked Estep 
Score: -10149233.000000 Penalty: 5675.816895
	Iteration 23Q: 3 clusters Score -1.014923e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 92729 members 
Entering Unmasked Estep 
Score: -10149242.000000 Penalty: 5675.816895
	Iteration 24Q: 3 clusters Score -1.014924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 92733 members 
Entering Unmasked Estep 
Score: -10149242.000000 Penalty: 5675.816895
	Iteration 25Q: 3 clusters Score -1.014924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 92729 members 
Entering Unmasked Estep 
Score: -10149239.000000 Penalty: 5675.816895
	Iteration 26Q: 3 clusters Score -1.014924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 92731 members 
Entering Unmasked Estep 
Score: -10149239.000000 Penalty: 5675.816895
	Iteration 27Q: 3 clusters Score -1.014924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 92730 members 
Entering Unmasked Estep 
Score: -10149236.000000 Penalty: 5675.816895
	Iteration 28Q: 3 clusters Score -1.014924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 92730 members 
Entering Unmasked Estep 
Score: -10149236.000000 Penalty: 5675.816895
	Iteration 29F: 3 clusters Score -1.014924e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Entering Unmasked Estep 
Score: -1040275.062500 Penalty: 2354.926025
	Iteration 0F: 2 clusters Score -1040275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1030484.250000 Penalty: 4709.852051
	Iteration 0F: 3 clusters Score -1030484 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1033698.375000 Penalty: 4709.852051
	Iteration 1F: 3 clusters Score -1033698 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1034375.625000 Penalty: 4709.852051
	Iteration 2F: 3 clusters Score -1034376 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1035204.437500 Penalty: 4709.852051
	Iteration 3F: 3 clusters Score -1035204 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1036233.875000 Penalty: 4709.852051
	Iteration 4F: 3 clusters Score -1036234 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1037296.125000 Penalty: 4709.852051
	Iteration 5F: 3 clusters Score -1037296 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1038199.000000 Penalty: 4709.852051
	Iteration 6F: 3 clusters Score -1038199 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1038890.625000 Penalty: 4709.852051
	Iteration 7F: 3 clusters Score -1038891 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1039324.812500 Penalty: 4709.852051
	Iteration 8Q: 3 clusters Score -1039325 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1039601.125000 Penalty: 4709.852051
	Iteration 9Q: 3 clusters Score -1039601 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1039802.500000 Penalty: 4709.852051
	Iteration 10Q: 3 clusters Score -1039802 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1039934.250000 Penalty: 4709.852051
	Iteration 11Q: 3 clusters Score -1039934 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1040019.750000 Penalty: 4709.852051
	Iteration 12Q: 3 clusters Score -1040020 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1040069.250000 Penalty: 4709.852051
	Iteration 13Q: 3 clusters Score -1040069 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1040099.125000 Penalty: 4709.852051
	Iteration 14Q: 3 clusters Score -1040099 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1040116.062500 Penalty: 4709.852051
	Iteration 15Q: 3 clusters Score -1040116 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1040129.187500 Penalty: 4709.852051
	Iteration 16Q: 3 clusters Score -1040129 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1040135.312500 Penalty: 4709.852051
	Iteration 17Q: 3 clusters Score -1040135 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1040146.250000 Penalty: 4709.852051
	Iteration 18Q: 3 clusters Score -1040146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1040150.500000 Penalty: 4709.852051
	Iteration 19Q: 3 clusters Score -1040150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1040152.937500 Penalty: 4709.852051
	Iteration 20F: 3 clusters Score -1040153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1040155.625000 Penalty: 4709.852051
	Iteration 21Q: 3 clusters Score -1040156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1040156.812500 Penalty: 4709.852051
	Iteration 22Q: 3 clusters Score -1040157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1040158.125000 Penalty: 4709.852051
	Iteration 23Q: 3 clusters Score -1040158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1040160.062500 Penalty: 4709.852051
	Iteration 24Q: 3 clusters Score -1040160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1040160.625000 Penalty: 4709.852051
	Iteration 25Q: 3 clusters Score -1040161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1040162.125000 Penalty: 4709.852051
	Iteration 26Q: 3 clusters Score -1040162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1040163.000000 Penalty: 4709.852051
	Iteration 27Q: 3 clusters Score -1040163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1040163.312500 Penalty: 4709.852051
	Iteration 28Q: 3 clusters Score -1040163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1040171.125000 Penalty: 4709.852051
	Iteration 29Q: 3 clusters Score -1040171 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1040174.437500 Penalty: 4709.852051
	Iteration 30Q: 3 clusters Score -1040174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1040176.500000 Penalty: 4709.852051
	Iteration 31Q: 3 clusters Score -1040176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1040178.375000 Penalty: 4709.852051
	Iteration 32Q: 3 clusters Score -1040178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1040181.187500 Penalty: 4709.852051
	Iteration 33Q: 3 clusters Score -1040181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1040182.750000 Penalty: 4709.852051
	Iteration 34Q: 3 clusters Score -1040183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1040183.437500 Penalty: 4709.852051
	Iteration 35Q: 3 clusters Score -1040183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1040186.437500 Penalty: 4709.852051
	Iteration 36Q: 3 clusters Score -1040186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1040187.375000 Penalty: 4709.852051
	Iteration 37Q: 3 clusters Score -1040187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1040186.750000 Penalty: 4709.852051
	Iteration 38Q: 3 clusters Score -1040187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1040187.125000 Penalty: 4709.852051
	Iteration 39Q: 3 clusters Score -1040187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1040189.187500 Penalty: 4709.852051
	Iteration 40F: 3 clusters Score -1040189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1040189.562500 Penalty: 4709.852051
	Iteration 41Q: 3 clusters Score -1040190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1040189.125000 Penalty: 4709.852051
	Iteration 42Q: 3 clusters Score -1040189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1040192.000000 Penalty: 4709.852051
	Iteration 43Q: 3 clusters Score -1040192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1040192.500000 Penalty: 4709.852051
	Iteration 44Q: 3 clusters Score -1040192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1040191.312500 Penalty: 4709.852051
	Iteration 45Q: 3 clusters Score -1040191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1040189.562500 Penalty: 4709.852051
	Iteration 46Q: 3 clusters Score -1040190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1040189.562500 Penalty: 4709.852051
	Iteration 47F: 3 clusters Score -1040190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Entering Unmasked Estep 
Score: -2709380.000000 Penalty: 2522.937012
	Iteration 0F: 2 clusters Score -2709380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2691403.250000 Penalty: 5045.874023
	Iteration 0F: 3 clusters Score -2691403 nChanged 11792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2698529.500000 Penalty: 5045.874023
	Iteration 1F: 3 clusters Score -2698530 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2700127.250000 Penalty: 5045.874023
	Iteration 2F: 3 clusters Score -2700127 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2701877.750000 Penalty: 5045.874023
	Iteration 3F: 3 clusters Score -2701878 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2703722.750000 Penalty: 5045.874023
	Iteration 4F: 3 clusters Score -2703723 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2705403.500000 Penalty: 5045.874023
	Iteration 5F: 3 clusters Score -2705404 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2706802.000000 Penalty: 5045.874023
	Iteration 6F: 3 clusters Score -2706802 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -2708234.000000 Penalty: 5045.874023
	Iteration 7F: 3 clusters Score -2708234 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2709754.000000 Penalty: 5045.874023
	Iteration 8F: 3 clusters Score -2709754 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2711064.000000 Penalty: 5045.874023
	Iteration 9Q: 3 clusters Score -2711064 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2711906.250000 Penalty: 5045.874023
	Iteration 10Q: 3 clusters Score -2711906 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2712436.500000 Penalty: 5045.874023
	Iteration 11Q: 3 clusters Score -2712436 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -2712811.500000 Penalty: 5045.874023
	Iteration 12Q: 3 clusters Score -2712812 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2713083.500000 Penalty: 5045.874023
	Iteration 13Q: 3 clusters Score -2713084 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2713282.750000 Penalty: 5045.874023
	Iteration 14Q: 3 clusters Score -2713283 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -2713460.000000 Penalty: 5045.874023
	Iteration 15Q: 3 clusters Score -2713460 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -2713635.000000 Penalty: 5045.874023
	Iteration 16Q: 3 clusters Score -2713635 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -2713927.500000 Penalty: 5045.874023
	Iteration 17Q: 3 clusters Score -2713928 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2714407.500000 Penalty: 5045.874023
	Iteration 18Q: 3 clusters Score -2714408 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2714908.000000 Penalty: 5045.874023
	Iteration 19Q: 3 clusters Score -2714908 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2715122.000000 Penalty: 5045.874023
	Iteration 20F: 3 clusters Score -2715122 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -2715186.250000 Penalty: 5045.874023
	Iteration 21Q: 3 clusters Score -2715186 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -2715209.250000 Penalty: 5045.874023
	Iteration 22Q: 3 clusters Score -2715209 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -2715217.000000 Penalty: 5045.874023
	Iteration 23Q: 3 clusters Score -2715217 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -2715220.250000 Penalty: 5045.874023
	Iteration 24Q: 3 clusters Score -2715220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -2715216.000000 Penalty: 5045.874023
	Iteration 25Q: 3 clusters Score -2715216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -2715221.250000 Penalty: 5045.874023
	Iteration 26Q: 3 clusters Score -2715221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -2715224.750000 Penalty: 5045.874023
	Iteration 27Q: 3 clusters Score -2715225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -2715226.750000 Penalty: 5045.874023
	Iteration 28Q: 3 clusters Score -2715227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2715225.500000 Penalty: 5045.874023
	Iteration 29Q: 3 clusters Score -2715226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -2715227.250000 Penalty: 5045.874023
	Iteration 30Q: 3 clusters Score -2715227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -2715229.250000 Penalty: 5045.874023
	Iteration 31Q: 3 clusters Score -2715229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2715231.000000 Penalty: 5045.874023
	Iteration 32Q: 3 clusters Score -2715231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -2715229.500000 Penalty: 5045.874023
	Iteration 33Q: 3 clusters Score -2715230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -2715230.250000 Penalty: 5045.874023
	Iteration 34Q: 3 clusters Score -2715230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -2715229.250000 Penalty: 5045.874023
	Iteration 35Q: 3 clusters Score -2715229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -2715229.250000 Penalty: 5045.874023
	Iteration 36F: 3 clusters Score -2715229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 26179 members 
Mstep: Class 3 contains 5838 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 9372 members 
Mstep: Class 6 contains 21001 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 21004 members 
Mstep: Class 9 contains 27307 members 
Mstep: Class 10 contains 4683 members 
Mstep: Class 11 contains 2708 members 
Mstep: Class 12 contains 25041 members 
Mstep: Class 13 contains 1785 members 
Mstep: Class 14 contains 22889 members 
Mstep: Class 15 contains 4613 members 
Mstep: Class 16 contains 93263 members 
Mstep: Class 17 contains 13302 members 
Mstep: Class 18 contains 7018 members 
Mstep: Class 19 contains 49983 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 16799 members 
Mstep: Class 23 contains 52295 members 
Mstep: Class 24 contains 2474 members 
Mstep: Class 25 contains 6207 members 
Mstep: Class 26 contains 1010 members 
Mstep: Class 27 contains 59864 members 
Mstep: Class 28 contains 48836 members 
Mstep: Class 29 contains 26141 members 
Mstep: Class 30 contains 15060 members 
Mstep: Class 31 contains 26643 members 
Mstep: Class 32 contains 8340 members 
Mstep: Class 33 contains 9131 members 
Mstep: Class 34 contains 19172 members 
Entering Unmasked Estep 
Score: -64619972.000000 Penalty: 112836.773438
Splitting cluster 18 changes total score from -64580812.000000 to -64619972.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (49983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49983 members 
Entering Unmasked Estep 
Score: -5290791.000000 Penalty: 2683.220703
	Iteration 0F: 2 clusters Score -5290791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -5256889.500000 Penalty: 5366.441406
	Iteration 0F: 3 clusters Score -5256890 nChanged 23303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -5271283.500000 Penalty: 5366.441406
	Iteration 1F: 3 clusters Score -5271284 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -5273404.000000 Penalty: 5366.441406
	Iteration 2F: 3 clusters Score -5273404 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -5276062.000000 Penalty: 5366.441406
	Iteration 3F: 3 clusters Score -5276062 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -5278949.500000 Penalty: 5366.441406
	Iteration 4F: 3 clusters Score -5278950 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -5281511.500000 Penalty: 5366.441406
	Iteration 5F: 3 clusters Score -5281512 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -5283500.000000 Penalty: 5366.441406
	Iteration 6F: 3 clusters Score -5283500 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -5285125.500000 Penalty: 5366.441406
	Iteration 7F: 3 clusters Score -5285126 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -5286474.000000 Penalty: 5366.441406
	Iteration 8Q: 3 clusters Score -5286474 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -5287532.500000 Penalty: 5366.441406
	Iteration 9Q: 3 clusters Score -5287532 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -5288389.500000 Penalty: 5366.441406
	Iteration 10Q: 3 clusters Score -5288390 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -5289048.000000 Penalty: 5366.441406
	Iteration 11Q: 3 clusters Score -5289048 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -5289624.500000 Penalty: 5366.441406
	Iteration 12Q: 3 clusters Score -5289624 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -5290118.500000 Penalty: 5366.441406
	Iteration 13Q: 3 clusters Score -5290118 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -5290573.500000 Penalty: 5366.441406
	Iteration 14Q: 3 clusters Score -5290574 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -5290996.000000 Penalty: 5366.441406
	Iteration 15Q: 3 clusters Score -5290996 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -5291367.500000 Penalty: 5366.441406
	Iteration 16Q: 3 clusters Score -5291368 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -5291618.500000 Penalty: 5366.441406
	Iteration 17Q: 3 clusters Score -5291618 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -5291882.000000 Penalty: 5366.441406
	Iteration 18Q: 3 clusters Score -5291882 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -5292088.000000 Penalty: 5366.441406
	Iteration 19Q: 3 clusters Score -5292088 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -5292279.000000 Penalty: 5366.441406
	Iteration 20F: 3 clusters Score -5292279 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -5292461.000000 Penalty: 5366.441406
	Iteration 21Q: 3 clusters Score -5292461 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -5292709.000000 Penalty: 5366.441406
	Iteration 22Q: 3 clusters Score -5292709 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -5292921.500000 Penalty: 5366.441406
	Iteration 23Q: 3 clusters Score -5292922 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -5293132.500000 Penalty: 5366.441406
	Iteration 24Q: 3 clusters Score -5293132 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -5293447.000000 Penalty: 5366.441406
	Iteration 25Q: 3 clusters Score -5293447 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -5293830.500000 Penalty: 5366.441406
	Iteration 26Q: 3 clusters Score -5293830 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -5294217.000000 Penalty: 5366.441406
	Iteration 27Q: 3 clusters Score -5294217 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -5294562.000000 Penalty: 5366.441406
	Iteration 28Q: 3 clusters Score -5294562 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -5294765.500000 Penalty: 5366.441406
	Iteration 29Q: 3 clusters Score -5294766 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -5294918.500000 Penalty: 5366.441406
	Iteration 30Q: 3 clusters Score -5294918 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -5294987.500000 Penalty: 5366.441406
	Iteration 31Q: 3 clusters Score -5294988 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -5295042.000000 Penalty: 5366.441406
	Iteration 32Q: 3 clusters Score -5295042 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -5295145.000000 Penalty: 5366.441406
	Iteration 33Q: 3 clusters Score -5295145 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -5295324.000000 Penalty: 5366.441406
	Iteration 34Q: 3 clusters Score -5295324 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -5295591.000000 Penalty: 5366.441406
	Iteration 35Q: 3 clusters Score -5295591 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -5295992.500000 Penalty: 5366.441406
	Iteration 36Q: 3 clusters Score -5295992 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -5296489.000000 Penalty: 5366.441406
	Iteration 37Q: 3 clusters Score -5296489 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -5296915.500000 Penalty: 5366.441406
	Iteration 38Q: 3 clusters Score -5296916 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -5297274.000000 Penalty: 5366.441406
	Iteration 39Q: 3 clusters Score -5297274 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -5297591.000000 Penalty: 5366.441406
	Iteration 40F: 3 clusters Score -5297591 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -5297728.000000 Penalty: 5366.441406
	Iteration 41Q: 3 clusters Score -5297728 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -5297780.000000 Penalty: 5366.441406
	Iteration 42Q: 3 clusters Score -5297780 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -5297797.500000 Penalty: 5366.441406
	Iteration 43Q: 3 clusters Score -5297798 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -5297808.000000 Penalty: 5366.441406
	Iteration 44Q: 3 clusters Score -5297808 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -5297824.500000 Penalty: 5366.441406
	Iteration 45Q: 3 clusters Score -5297824 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -5297817.000000 Penalty: 5366.441406
	Iteration 46Q: 3 clusters Score -5297817 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -5297836.000000 Penalty: 5366.441406
	Iteration 47Q: 3 clusters Score -5297836 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -5297839.500000 Penalty: 5366.441406
	Iteration 48Q: 3 clusters Score -5297840 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -5297846.500000 Penalty: 5366.441406
	Iteration 49Q: 3 clusters Score -5297846 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -5297839.500000 Penalty: 5366.441406
	Iteration 50Q: 3 clusters Score -5297840 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -5297857.000000 Penalty: 5366.441406
	Iteration 51Q: 3 clusters Score -5297857 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -5297876.000000 Penalty: 5366.441406
	Iteration 52Q: 3 clusters Score -5297876 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -5297872.500000 Penalty: 5366.441406
	Iteration 53Q: 3 clusters Score -5297872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -5297871.500000 Penalty: 5366.441406
	Iteration 54Q: 3 clusters Score -5297872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -5297869.000000 Penalty: 5366.441406
	Iteration 55Q: 3 clusters Score -5297869 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -5297870.500000 Penalty: 5366.441406
	Iteration 56Q: 3 clusters Score -5297870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -5297869.500000 Penalty: 5366.441406
	Iteration 57Q: 3 clusters Score -5297870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -5297859.500000 Penalty: 5366.441406
	Iteration 58Q: 3 clusters Score -5297860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -5297857.500000 Penalty: 5366.441406
	Iteration 59Q: 3 clusters Score -5297858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -5297856.000000 Penalty: 5366.441406
	Iteration 60F: 3 clusters Score -5297856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -5297859.500000 Penalty: 5366.441406
	Iteration 61Q: 3 clusters Score -5297860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -5297862.500000 Penalty: 5366.441406
	Iteration 62Q: 3 clusters Score -5297862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -5297872.000000 Penalty: 5366.441406
	Iteration 63Q: 3 clusters Score -5297872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -5297865.500000 Penalty: 5366.441406
	Iteration 64Q: 3 clusters Score -5297866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -5297867.000000 Penalty: 5366.441406
	Iteration 65Q: 3 clusters Score -5297867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -5297864.500000 Penalty: 5366.441406
	Iteration 66Q: 3 clusters Score -5297864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -5297869.500000 Penalty: 5366.441406
	Iteration 67Q: 3 clusters Score -5297870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -5297867.500000 Penalty: 5366.441406
	Iteration 68Q: 3 clusters Score -5297868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -5297860.500000 Penalty: 5366.441406
	Iteration 69Q: 3 clusters Score -5297860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -5297868.000000 Penalty: 5366.441406
	Iteration 70Q: 3 clusters Score -5297868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -5297872.000000 Penalty: 5366.441406
	Iteration 71Q: 3 clusters Score -5297872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -5297870.000000 Penalty: 5366.441406
	Iteration 72Q: 3 clusters Score -5297870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -5297865.500000 Penalty: 5366.441406
	Iteration 73Q: 3 clusters Score -5297866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -5297865.500000 Penalty: 5366.441406
	Iteration 74F: 3 clusters Score -5297866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 26179 members 
Mstep: Class 3 contains 5838 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 9372 members 
Mstep: Class 6 contains 21001 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 21004 members 
Mstep: Class 9 contains 27307 members 
Mstep: Class 10 contains 4683 members 
Mstep: Class 11 contains 2708 members 
Mstep: Class 12 contains 25041 members 
Mstep: Class 13 contains 1785 members 
Mstep: Class 14 contains 22889 members 
Mstep: Class 15 contains 4613 members 
Mstep: Class 16 contains 93263 members 
Mstep: Class 17 contains 13302 members 
Mstep: Class 18 contains 7018 members 
Mstep: Class 19 contains 35310 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 16799 members 
Mstep: Class 23 contains 52295 members 
Mstep: Class 24 contains 2474 members 
Mstep: Class 25 contains 6207 members 
Mstep: Class 26 contains 1010 members 
Mstep: Class 27 contains 59864 members 
Mstep: Class 28 contains 48836 members 
Mstep: Class 29 contains 26141 members 
Mstep: Class 30 contains 15060 members 
Mstep: Class 31 contains 26643 members 
Mstep: Class 32 contains 8340 members 
Mstep: Class 33 contains 9131 members 
Mstep: Class 34 contains 19172 members 
Mstep: Class 35 contains 14673 members 
Entering Unmasked Estep 
Score: -64626396.000000 Penalty: 116155.500000
Splitting cluster 19 changes total score from -64580812.000000 to -64626396.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 20 (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: -161439.484375 Penalty: 1864.345215
	Iteration 0F: 2 clusters Score -161439.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -159079.484375 Penalty: 3728.690430
	Iteration 0F: 3 clusters Score -159079.5 nChanged 631
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: -160465.265625 Penalty: 3728.690430
	Iteration 1F: 3 clusters Score -160465.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -161417.890625 Penalty: 3728.690430
	Iteration 2F: 3 clusters Score -161417.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -162665.046875 Penalty: 3728.690430
	Iteration 3F: 3 clusters Score -162665 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -163874.437500 Penalty: 3728.690430
	Iteration 4F: 3 clusters Score -163874.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -164557.000000 Penalty: 3728.690430
	Iteration 5F: 3 clusters Score -164557 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -165288.953125 Penalty: 3728.690430
	Iteration 6F: 3 clusters Score -165289 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -165848.296875 Penalty: 3728.690430
	Iteration 7Q: 3 clusters Score -165848.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -166059.109375 Penalty: 3728.690430
	Iteration 8Q: 3 clusters Score -166059.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -166189.921875 Penalty: 3728.690430
	Iteration 9Q: 3 clusters Score -166189.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -166363.375000 Penalty: 3728.690430
	Iteration 10Q: 3 clusters Score -166363.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -166687.359375 Penalty: 3728.690430
	Iteration 11Q: 3 clusters Score -166687.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -167184.625000 Penalty: 3728.690430
	Iteration 12Q: 3 clusters Score -167184.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -167872.265625 Penalty: 3728.690430
	Iteration 13Q: 3 clusters Score -167872.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -167872.265625 Penalty: 3728.690430
	Iteration 14F: 3 clusters Score -167872.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 26179 members 
Mstep: Class 3 contains 5838 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 9372 members 
Mstep: Class 6 contains 21001 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 21004 members 
Mstep: Class 9 contains 27307 members 
Mstep: Class 10 contains 4683 members 
Mstep: Class 11 contains 2708 members 
Mstep: Class 12 contains 25041 members 
Mstep: Class 13 contains 1785 members 
Mstep: Class 14 contains 22889 members 
Mstep: Class 15 contains 4613 members 
Mstep: Class 16 contains 93263 members 
Mstep: Class 17 contains 13302 members 
Mstep: Class 18 contains 7018 members 
Mstep: Class 19 contains 35310 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 16799 members 
Mstep: Class 23 contains 52295 members 
Mstep: Class 24 contains 2474 members 
Mstep: Class 25 contains 6207 members 
Mstep: Class 26 contains 1010 members 
Mstep: Class 27 contains 59864 members 
Mstep: Class 28 contains 48836 members 
Mstep: Class 29 contains 26141 members 
Mstep: Class 30 contains 15060 members 
Mstep: Class 31 contains 26643 members 
Mstep: Class 32 contains 8340 members 
Mstep: Class 33 contains 9131 members 
Mstep: Class 34 contains 19172 members 
Mstep: Class 35 contains 14673 members 
Mstep: Class 36 contains 1060 members 
Entering Unmasked Estep 
Score: -64631380.000000 Penalty: 119474.234375
Splitting cluster 20 changes total score from -64580812.000000 to -64631380.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 21 (1858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Entering Unmasked Estep 
Score: -153119.562500 Penalty: 1866.759521
	Iteration 0F: 2 clusters Score -153119.6 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 956 members 
Entering Unmasked Estep 
Score: -150977.718750 Penalty: 3733.519043
	Iteration 0F: 3 clusters Score -150977.7 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -152586.843750 Penalty: 3733.519043
	Iteration 1F: 3 clusters Score -152586.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -155456.500000 Penalty: 3733.519043
	Iteration 2F: 3 clusters Score -155456.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -159179.515625 Penalty: 3733.519043
	Iteration 3F: 3 clusters Score -159179.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -161662.578125 Penalty: 3733.519043
	Iteration 4F: 3 clusters Score -161662.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -162518.562500 Penalty: 3733.519043
	Iteration 5Q: 3 clusters Score -162518.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -162533.843750 Penalty: 3733.519043
	Iteration 6Q: 3 clusters Score -162533.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -162535.468750 Penalty: 3733.519043
	Iteration 7Q: 3 clusters Score -162535.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -162536.765625 Penalty: 3733.519043
	Iteration 8Q: 3 clusters Score -162536.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -162536.765625 Penalty: 3733.519043
	Iteration 9F: 3 clusters Score -162536.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 26179 members 
Mstep: Class 3 contains 5838 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 9372 members 
Mstep: Class 6 contains 21001 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 21004 members 
Mstep: Class 9 contains 27307 members 
Mstep: Class 10 contains 4683 members 
Mstep: Class 11 contains 2708 members 
Mstep: Class 12 contains 25041 members 
Mstep: Class 13 contains 1785 members 
Mstep: Class 14 contains 22889 members 
Mstep: Class 15 contains 4613 members 
Mstep: Class 16 contains 93263 members 
Mstep: Class 17 contains 13302 members 
Mstep: Class 18 contains 7018 members 
Mstep: Class 19 contains 35310 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 708 members 
Mstep: Class 22 contains 16799 members 
Mstep: Class 23 contains 52295 members 
Mstep: Class 24 contains 2474 members 
Mstep: Class 25 contains 6207 members 
Mstep: Class 26 contains 1010 members 
Mstep: Class 27 contains 59864 members 
Mstep: Class 28 contains 48836 members 
Mstep: Class 29 contains 26141 members 
Mstep: Class 30 contains 15060 members 
Mstep: Class 31 contains 26643 members 
Mstep: Class 32 contains 8340 members 
Mstep: Class 33 contains 9131 members 
Mstep: Class 34 contains 19172 members 
Mstep: Class 35 contains 14673 members 
Mstep: Class 36 contains 1060 members 
Mstep: Class 37 contains 1150 members 
Entering Unmasked Estep 
Score: -64639352.000000 Penalty: 122792.960938
Splitting cluster 21 changes total score from -64580812.000000 to -64639352.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 22 (16799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Entering Unmasked Estep 
Score: -1696235.875000 Penalty: 2412.810547
	Iteration 0F: 2 clusters Score -1696236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1684191.250000 Penalty: 4825.621094
	Iteration 0F: 3 clusters Score -1684191 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1688304.250000 Penalty: 4825.621094
	Iteration 1F: 3 clusters Score -1688304 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1688877.250000 Penalty: 4825.621094
	Iteration 2F: 3 clusters Score -1688877 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1689478.875000 Penalty: 4825.621094
	Iteration 3F: 3 clusters Score -1689479 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1690069.375000 Penalty: 4825.621094
	Iteration 4F: 3 clusters Score -1690069 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1690579.250000 Penalty: 4825.621094
	Iteration 5F: 3 clusters Score -1690579 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1690995.500000 Penalty: 4825.621094
	Iteration 6Q: 3 clusters Score -1690996 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1691383.000000 Penalty: 4825.621094
	Iteration 7Q: 3 clusters Score -1691383 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1691732.375000 Penalty: 4825.621094
	Iteration 8Q: 3 clusters Score -1691732 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1692063.875000 Penalty: 4825.621094
	Iteration 9Q: 3 clusters Score -1692064 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1692374.250000 Penalty: 4825.621094
	Iteration 10Q: 3 clusters Score -1692374 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1692654.250000 Penalty: 4825.621094
	Iteration 11Q: 3 clusters Score -1692654 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1692916.750000 Penalty: 4825.621094
	Iteration 12Q: 3 clusters Score -1692917 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1693161.625000 Penalty: 4825.621094
	Iteration 13Q: 3 clusters Score -1693162 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1693381.250000 Penalty: 4825.621094
	Iteration 14Q: 3 clusters Score -1693381 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1693586.875000 Penalty: 4825.621094
	Iteration 15Q: 3 clusters Score -1693587 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1693785.375000 Penalty: 4825.621094
	Iteration 16Q: 3 clusters Score -1693785 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1694033.500000 Penalty: 4825.621094
	Iteration 17Q: 3 clusters Score -1694034 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1694259.625000 Penalty: 4825.621094
	Iteration 18Q: 3 clusters Score -1694260 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1694402.125000 Penalty: 4825.621094
	Iteration 19Q: 3 clusters Score -1694402 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1694513.000000 Penalty: 4825.621094
	Iteration 20F: 3 clusters Score -1694513 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1694605.875000 Penalty: 4825.621094
	Iteration 21Q: 3 clusters Score -1694606 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1694674.750000 Penalty: 4825.621094
	Iteration 22Q: 3 clusters Score -1694675 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1694730.125000 Penalty: 4825.621094
	Iteration 23Q: 3 clusters Score -1694730 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1694786.000000 Penalty: 4825.621094
	Iteration 24Q: 3 clusters Score -1694786 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1694824.875000 Penalty: 4825.621094
	Iteration 25Q: 3 clusters Score -1694825 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1694857.500000 Penalty: 4825.621094
	Iteration 26Q: 3 clusters Score -1694858 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1694885.125000 Penalty: 4825.621094
	Iteration 27Q: 3 clusters Score -1694885 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1694911.500000 Penalty: 4825.621094
	Iteration 28Q: 3 clusters Score -1694912 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1694931.250000 Penalty: 4825.621094
	Iteration 29Q: 3 clusters Score -1694931 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1694952.500000 Penalty: 4825.621094
	Iteration 30Q: 3 clusters Score -1694952 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1694970.500000 Penalty: 4825.621094
	Iteration 31Q: 3 clusters Score -1694970 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1694990.625000 Penalty: 4825.621094
	Iteration 32Q: 3 clusters Score -1694991 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1695007.750000 Penalty: 4825.621094
	Iteration 33Q: 3 clusters Score -1695008 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1695020.625000 Penalty: 4825.621094
	Iteration 34Q: 3 clusters Score -1695021 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1695028.000000 Penalty: 4825.621094
	Iteration 35Q: 3 clusters Score -1695028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1695030.000000 Penalty: 4825.621094
	Iteration 36Q: 3 clusters Score -1695030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1695032.250000 Penalty: 4825.621094
	Iteration 37Q: 3 clusters Score -1695032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1695035.375000 Penalty: 4825.621094
	Iteration 38Q: 3 clusters Score -1695035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1695033.750000 Penalty: 4825.621094
	Iteration 39Q: 3 clusters Score -1695034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1695032.625000 Penalty: 4825.621094
	Iteration 40F: 3 clusters Score -1695033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1695032.375000 Penalty: 4825.621094
	Iteration 41Q: 3 clusters Score -1695032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1695032.875000 Penalty: 4825.621094
	Iteration 42Q: 3 clusters Score -1695033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1695033.500000 Penalty: 4825.621094
	Iteration 43Q: 3 clusters Score -1695034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1695036.500000 Penalty: 4825.621094
	Iteration 44Q: 3 clusters Score -1695036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1695035.750000 Penalty: 4825.621094
	Iteration 45Q: 3 clusters Score -1695036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1695037.000000 Penalty: 4825.621094
	Iteration 46Q: 3 clusters Score -1695037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1695037.625000 Penalty: 4825.621094
	Iteration 47Q: 3 clusters Score -1695038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1695037.625000 Penalty: 4825.621094
	Iteration 48F: 3 clusters Score -1695038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (52295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52295 members 
Entering Unmasked Estep 
Score: -5135100.500000 Penalty: 2694.434814
	Iteration 0F: 2 clusters Score -5135100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -5100099.500000 Penalty: 5388.869629
	Iteration 0F: 3 clusters Score -5100100 nChanged 24099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -5114451.000000 Penalty: 5388.869629
	Iteration 1F: 3 clusters Score -5114451 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -5115955.000000 Penalty: 5388.869629
	Iteration 2F: 3 clusters Score -5115955 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -5117708.000000 Penalty: 5388.869629
	Iteration 3F: 3 clusters Score -5117708 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -5119554.500000 Penalty: 5388.869629
	Iteration 4F: 3 clusters Score -5119554 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -5121330.000000 Penalty: 5388.869629
	Iteration 5F: 3 clusters Score -5121330 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -5122978.000000 Penalty: 5388.869629
	Iteration 6F: 3 clusters Score -5122978 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -5124330.500000 Penalty: 5388.869629
	Iteration 7F: 3 clusters Score -5124330 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -5125392.500000 Penalty: 5388.869629
	Iteration 8Q: 3 clusters Score -5125392 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -5126216.000000 Penalty: 5388.869629
	Iteration 9Q: 3 clusters Score -5126216 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -5126864.000000 Penalty: 5388.869629
	Iteration 10Q: 3 clusters Score -5126864 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -5127354.000000 Penalty: 5388.869629
	Iteration 11Q: 3 clusters Score -5127354 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -5127771.500000 Penalty: 5388.869629
	Iteration 12Q: 3 clusters Score -5127772 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -5128040.500000 Penalty: 5388.869629
	Iteration 13Q: 3 clusters Score -5128040 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -5128251.500000 Penalty: 5388.869629
	Iteration 14Q: 3 clusters Score -5128252 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -5128443.500000 Penalty: 5388.869629
	Iteration 15Q: 3 clusters Score -5128444 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -5128628.000000 Penalty: 5388.869629
	Iteration 16Q: 3 clusters Score -5128628 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -5128807.500000 Penalty: 5388.869629
	Iteration 17Q: 3 clusters Score -5128808 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -5128997.000000 Penalty: 5388.869629
	Iteration 18Q: 3 clusters Score -5128997 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -5129191.500000 Penalty: 5388.869629
	Iteration 19Q: 3 clusters Score -5129192 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -5129372.000000 Penalty: 5388.869629
	Iteration 20F: 3 clusters Score -5129372 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -5129591.000000 Penalty: 5388.869629
	Iteration 21Q: 3 clusters Score -5129591 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -5129813.500000 Penalty: 5388.869629
	Iteration 22Q: 3 clusters Score -5129814 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -5130023.500000 Penalty: 5388.869629
	Iteration 23Q: 3 clusters Score -5130024 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -5130290.500000 Penalty: 5388.869629
	Iteration 24Q: 3 clusters Score -5130290 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -5130494.000000 Penalty: 5388.869629
	Iteration 25Q: 3 clusters Score -5130494 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -5130735.500000 Penalty: 5388.869629
	Iteration 26Q: 3 clusters Score -5130736 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -5130964.000000 Penalty: 5388.869629
	Iteration 27Q: 3 clusters Score -5130964 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
Score: -5131177.500000 Penalty: 5388.869629
	Iteration 28Q: 3 clusters Score -5131178 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -5131386.000000 Penalty: 5388.869629
	Iteration 29Q: 3 clusters Score -5131386 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -5131572.500000 Penalty: 5388.869629
	Iteration 30Q: 3 clusters Score -5131572 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 42929 members 
Entering Unmasked Estep 
Score: -5131778.000000 Penalty: 5388.869629
	Iteration 31Q: 3 clusters Score -5131778 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -5131965.000000 Penalty: 5388.869629
	Iteration 32Q: 3 clusters Score -5131965 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -5132116.000000 Penalty: 5388.869629
	Iteration 33Q: 3 clusters Score -5132116 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -5132232.500000 Penalty: 5388.869629
	Iteration 34Q: 3 clusters Score -5132232 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -5132321.500000 Penalty: 5388.869629
	Iteration 35Q: 3 clusters Score -5132322 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 45217 members 
Entering Unmasked Estep 
Score: -5132453.000000 Penalty: 5388.869629
	Iteration 36Q: 3 clusters Score -5132453 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -5132559.500000 Penalty: 5388.869629
	Iteration 37Q: 3 clusters Score -5132560 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -5132702.000000 Penalty: 5388.869629
	Iteration 38Q: 3 clusters Score -5132702 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -5132804.000000 Penalty: 5388.869629
	Iteration 39Q: 3 clusters Score -5132804 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -5132882.000000 Penalty: 5388.869629
	Iteration 40F: 3 clusters Score -5132882 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 46843 members 
Entering Unmasked Estep 
Score: -5133007.000000 Penalty: 5388.869629
	Iteration 41Q: 3 clusters Score -5133007 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 47130 members 
Entering Unmasked Estep 
Score: -5133116.000000 Penalty: 5388.869629
	Iteration 42Q: 3 clusters Score -5133116 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 47386 members 
Entering Unmasked Estep 
Score: -5133213.000000 Penalty: 5388.869629
	Iteration 43Q: 3 clusters Score -5133213 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -5133318.500000 Penalty: 5388.869629
	Iteration 44Q: 3 clusters Score -5133318 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -5133428.000000 Penalty: 5388.869629
	Iteration 45Q: 3 clusters Score -5133428 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 48059 members 
Entering Unmasked Estep 
Score: -5133546.500000 Penalty: 5388.869629
	Iteration 46Q: 3 clusters Score -5133546 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 48250 members 
Entering Unmasked Estep 
Score: -5133661.000000 Penalty: 5388.869629
	Iteration 47Q: 3 clusters Score -5133661 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 48417 members 
Entering Unmasked Estep 
Score: -5133756.000000 Penalty: 5388.869629
	Iteration 48Q: 3 clusters Score -5133756 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 48542 members 
Entering Unmasked Estep 
Score: -5133834.500000 Penalty: 5388.869629
	Iteration 49Q: 3 clusters Score -5133834 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 48642 members 
Entering Unmasked Estep 
Score: -5133901.500000 Penalty: 5388.869629
	Iteration 50Q: 3 clusters Score -5133902 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 48713 members 
Entering Unmasked Estep 
Score: -5133948.500000 Penalty: 5388.869629
	Iteration 51Q: 3 clusters Score -5133948 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 48770 members 
Entering Unmasked Estep 
Score: -5133985.500000 Penalty: 5388.869629
	Iteration 52Q: 3 clusters Score -5133986 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 48827 members 
Entering Unmasked Estep 
Score: -5134005.500000 Penalty: 5388.869629
	Iteration 53Q: 3 clusters Score -5134006 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -5134040.500000 Penalty: 5388.869629
	Iteration 54Q: 3 clusters Score -5134040 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 48917 members 
Entering Unmasked Estep 
Score: -5134052.000000 Penalty: 5388.869629
	Iteration 55Q: 3 clusters Score -5134052 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 48962 members 
Entering Unmasked Estep 
Score: -5134075.000000 Penalty: 5388.869629
	Iteration 56Q: 3 clusters Score -5134075 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 49013 members 
Entering Unmasked Estep 
Score: -5134098.000000 Penalty: 5388.869629
	Iteration 57Q: 3 clusters Score -5134098 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 49049 members 
Entering Unmasked Estep 
Score: -5134103.000000 Penalty: 5388.869629
	Iteration 58Q: 3 clusters Score -5134103 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 49084 members 
Entering Unmasked Estep 
Score: -5134122.500000 Penalty: 5388.869629
	Iteration 59Q: 3 clusters Score -5134122 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -5134135.500000 Penalty: 5388.869629
	Iteration 60F: 3 clusters Score -5134136 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 49132 members 
Entering Unmasked Estep 
Score: -5134142.500000 Penalty: 5388.869629
	Iteration 61Q: 3 clusters Score -5134142 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 49147 members 
Entering Unmasked Estep 
Score: -5134154.000000 Penalty: 5388.869629
	Iteration 62Q: 3 clusters Score -5134154 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 49168 members 
Entering Unmasked Estep 
Score: -5134146.000000 Penalty: 5388.869629
	Iteration 63Q: 3 clusters Score -5134146 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 49192 members 
Entering Unmasked Estep 
Score: -5134159.500000 Penalty: 5388.869629
	Iteration 64Q: 3 clusters Score -5134160 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 49218 members 
Entering Unmasked Estep 
Score: -5134176.000000 Penalty: 5388.869629
	Iteration 65Q: 3 clusters Score -5134176 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 49237 members 
Entering Unmasked Estep 
Score: -5134182.500000 Penalty: 5388.869629
	Iteration 66Q: 3 clusters Score -5134182 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 49258 members 
Entering Unmasked Estep 
Score: -5134184.500000 Penalty: 5388.869629
	Iteration 67Q: 3 clusters Score -5134184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 49272 members 
Entering Unmasked Estep 
Score: -5134191.500000 Penalty: 5388.869629
	Iteration 68Q: 3 clusters Score -5134192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 49293 members 
Entering Unmasked Estep 
Score: -5134205.500000 Penalty: 5388.869629
	Iteration 69Q: 3 clusters Score -5134206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -5134208.500000 Penalty: 5388.869629
	Iteration 70Q: 3 clusters Score -5134208 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 49324 members 
Entering Unmasked Estep 
Score: -5134221.000000 Penalty: 5388.869629
	Iteration 71Q: 3 clusters Score -5134221 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 49342 members 
Entering Unmasked Estep 
Score: -5134229.500000 Penalty: 5388.869629
	Iteration 72Q: 3 clusters Score -5134230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 49356 members 
Entering Unmasked Estep 
Score: -5134233.000000 Penalty: 5388.869629
	Iteration 73Q: 3 clusters Score -5134233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 49357 members 
Entering Unmasked Estep 
Score: -5134242.000000 Penalty: 5388.869629
	Iteration 74Q: 3 clusters Score -5134242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 49362 members 
Entering Unmasked Estep 
Score: -5134245.000000 Penalty: 5388.869629
	Iteration 75Q: 3 clusters Score -5134245 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 49353 members 
Entering Unmasked Estep 
Score: -5134236.500000 Penalty: 5388.869629
	Iteration 76Q: 3 clusters Score -5134236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 49348 members 
Entering Unmasked Estep 
Score: -5134251.500000 Penalty: 5388.869629
	Iteration 77Q: 3 clusters Score -5134252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 49352 members 
Entering Unmasked Estep 
Score: -5134257.500000 Penalty: 5388.869629
	Iteration 78Q: 3 clusters Score -5134258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 49357 members 
Entering Unmasked Estep 
Score: -5134258.000000 Penalty: 5388.869629
	Iteration 79Q: 3 clusters Score -5134258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 49354 members 
Entering Unmasked Estep 
Score: -5134267.500000 Penalty: 5388.869629
	Iteration 80F: 3 clusters Score -5134268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 49353 members 
Entering Unmasked Estep 
Score: -5134258.500000 Penalty: 5388.869629
	Iteration 81Q: 3 clusters Score -5134258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 49350 members 
Entering Unmasked Estep 
Score: -5134267.000000 Penalty: 5388.869629
	Iteration 82Q: 3 clusters Score -5134267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 49348 members 
Entering Unmasked Estep 
Score: -5134263.000000 Penalty: 5388.869629
	Iteration 83Q: 3 clusters Score -5134263 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -5134273.000000 Penalty: 5388.869629
	Iteration 84Q: 3 clusters Score -5134273 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 49353 members 
Entering Unmasked Estep 
Score: -5134276.500000 Penalty: 5388.869629
	Iteration 85Q: 3 clusters Score -5134276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 49358 members 
Entering Unmasked Estep 
Score: -5134277.500000 Penalty: 5388.869629
	Iteration 86Q: 3 clusters Score -5134278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 49364 members 
Entering Unmasked Estep 
Score: -5134282.500000 Penalty: 5388.869629
	Iteration 87Q: 3 clusters Score -5134282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 49379 members 
Entering Unmasked Estep 
Score: -5134288.500000 Penalty: 5388.869629
	Iteration 88Q: 3 clusters Score -5134288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 49391 members 
Entering Unmasked Estep 
Score: -5134291.500000 Penalty: 5388.869629
	Iteration 89Q: 3 clusters Score -5134292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 49405 members 
Entering Unmasked Estep 
Score: -5134282.000000 Penalty: 5388.869629
	Iteration 90Q: 3 clusters Score -5134282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 49410 members 
Entering Unmasked Estep 
Score: -5134297.000000 Penalty: 5388.869629
	Iteration 91Q: 3 clusters Score -5134297 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 49418 members 
Entering Unmasked Estep 
Score: -5134311.500000 Penalty: 5388.869629
	Iteration 92Q: 3 clusters Score -5134312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 49424 members 
Entering Unmasked Estep 
Score: -5134305.500000 Penalty: 5388.869629
	Iteration 93Q: 3 clusters Score -5134306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 49427 members 
Entering Unmasked Estep 
Score: -5134322.500000 Penalty: 5388.869629
	Iteration 94Q: 3 clusters Score -5134322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 49436 members 
Entering Unmasked Estep 
Score: -5134323.000000 Penalty: 5388.869629
	Iteration 95Q: 3 clusters Score -5134323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 49439 members 
Entering Unmasked Estep 
Score: -5134325.000000 Penalty: 5388.869629
	Iteration 96Q: 3 clusters Score -5134325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 49443 members 
Entering Unmasked Estep 
Score: -5134318.500000 Penalty: 5388.869629
	Iteration 97Q: 3 clusters Score -5134318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 49451 members 
Entering Unmasked Estep 
Score: -5134318.500000 Penalty: 5388.869629
	Iteration 98Q: 3 clusters Score -5134318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 49451 members 
Entering Unmasked Estep 
Score: -5134311.500000 Penalty: 5388.869629
	Iteration 99Q: 3 clusters Score -5134312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 49451 members 
Entering Unmasked Estep 
Score: -5134311.500000 Penalty: 5388.869629
	Iteration 100F: 3 clusters Score -5134312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
Score: -5134315.000000 Penalty: 5388.869629
	Iteration 101Q: 3 clusters Score -5134315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
Score: -5134311.000000 Penalty: 5388.869629
	Iteration 102Q: 3 clusters Score -5134311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 49460 members 
Entering Unmasked Estep 
Score: -5134315.500000 Penalty: 5388.869629
	Iteration 103Q: 3 clusters Score -5134316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -5134316.000000 Penalty: 5388.869629
	Iteration 104Q: 3 clusters Score -5134316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
Score: -5134318.000000 Penalty: 5388.869629
	Iteration 105Q: 3 clusters Score -5134318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 49461 members 
Entering Unmasked Estep 
Score: -5134319.000000 Penalty: 5388.869629
	Iteration 106Q: 3 clusters Score -5134319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -5134321.500000 Penalty: 5388.869629
	Iteration 107Q: 3 clusters Score -5134322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 49464 members 
Entering Unmasked Estep 
Score: -5134318.500000 Penalty: 5388.869629
	Iteration 108Q: 3 clusters Score -5134318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 49465 members 
Entering Unmasked Estep 
Score: -5134320.000000 Penalty: 5388.869629
	Iteration 109Q: 3 clusters Score -5134320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
Score: -5134318.000000 Penalty: 5388.869629
	Iteration 110Q: 3 clusters Score -5134318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
Score: -5134317.000000 Penalty: 5388.869629
	Iteration 111Q: 3 clusters Score -5134317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -5134320.500000 Penalty: 5388.869629
	Iteration 112Q: 3 clusters Score -5134320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 49467 members 
Entering Unmasked Estep 
Score: -5134322.500000 Penalty: 5388.869629
	Iteration 113Q: 3 clusters Score -5134322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -5134319.000000 Penalty: 5388.869629
	Iteration 114Q: 3 clusters Score -5134319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 49467 members 
Entering Unmasked Estep 
Score: -5134320.500000 Penalty: 5388.869629
	Iteration 115Q: 3 clusters Score -5134320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -5134319.000000 Penalty: 5388.869629
	Iteration 116Q: 3 clusters Score -5134319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -5134323.000000 Penalty: 5388.869629
	Iteration 117Q: 3 clusters Score -5134323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 49473 members 
Entering Unmasked Estep 
Score: -5134321.000000 Penalty: 5388.869629
	Iteration 118Q: 3 clusters Score -5134321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 49475 members 
Entering Unmasked Estep 
Score: -5134320.500000 Penalty: 5388.869629
	Iteration 119Q: 3 clusters Score -5134320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 49477 members 
Entering Unmasked Estep 
Score: -5134326.500000 Penalty: 5388.869629
	Iteration 120F: 3 clusters Score -5134326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 49480 members 
Entering Unmasked Estep 
Score: -5134325.500000 Penalty: 5388.869629
	Iteration 121Q: 3 clusters Score -5134326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 49480 members 
Entering Unmasked Estep 
Score: -5134332.000000 Penalty: 5388.869629
	Iteration 122Q: 3 clusters Score -5134332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 49477 members 
Entering Unmasked Estep 
Score: -5134338.000000 Penalty: 5388.869629
	Iteration 123Q: 3 clusters Score -5134338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -5134337.000000 Penalty: 5388.869629
	Iteration 124Q: 3 clusters Score -5134337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 49463 members 
Entering Unmasked Estep 
Score: -5134339.000000 Penalty: 5388.869629
	Iteration 125Q: 3 clusters Score -5134339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 49465 members 
Entering Unmasked Estep 
Score: -5134341.500000 Penalty: 5388.869629
	Iteration 126Q: 3 clusters Score -5134342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 49469 members 
Entering Unmasked Estep 
Score: -5134339.000000 Penalty: 5388.869629
	Iteration 127Q: 3 clusters Score -5134339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
Score: -5134339.000000 Penalty: 5388.869629
	Iteration 128Q: 3 clusters Score -5134339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 49475 members 
Entering Unmasked Estep 
Score: -5134347.000000 Penalty: 5388.869629
	Iteration 129Q: 3 clusters Score -5134347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 49479 members 
Entering Unmasked Estep 
Score: -5134349.500000 Penalty: 5388.869629
	Iteration 130Q: 3 clusters Score -5134350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 49484 members 
Entering Unmasked Estep 
Score: -5134354.500000 Penalty: 5388.869629
	Iteration 131Q: 3 clusters Score -5134354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -5134355.500000 Penalty: 5388.869629
	Iteration 132Q: 3 clusters Score -5134356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 49488 members 
Entering Unmasked Estep 
Score: -5134355.500000 Penalty: 5388.869629
	Iteration 133Q: 3 clusters Score -5134356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -5134356.000000 Penalty: 5388.869629
	Iteration 134Q: 3 clusters Score -5134356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -5134356.500000 Penalty: 5388.869629
	Iteration 135Q: 3 clusters Score -5134356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -5134356.500000 Penalty: 5388.869629
	Iteration 136F: 3 clusters Score -5134356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 26179 members 
Mstep: Class 3 contains 5838 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 9372 members 
Mstep: Class 6 contains 21001 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 21004 members 
Mstep: Class 9 contains 27307 members 
Mstep: Class 10 contains 4683 members 
Mstep: Class 11 contains 2708 members 
Mstep: Class 12 contains 25041 members 
Mstep: Class 13 contains 1785 members 
Mstep: Class 15 contains 4613 members 
Mstep: Class 16 contains 93263 members 
Mstep: Class 17 contains 13302 members 
Mstep: Class 18 contains 7018 members 
Mstep: Class 19 contains 35310 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 708 members 
Mstep: Class 22 contains 16799 members 
Mstep: Class 23 contains 52295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64662588.000000 Penalty: 122792.960938
Iteration 39Q: 38 clusters Score -6.466259e+07 nChanged 27842
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 26499 members 
Mstep: Class 3 contains 6529 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 9346 members 
Mstep: Class 6 contains 21633 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 22193 members 
Mstep: Class 9 contains 30377 members 
Mstep: Class 10 contains 5346 members 
Mstep: Class 11 contains 3114 members 
Mstep: Class 12 contains 25978 members 
Mstep: Class 13 contains 1785 members 
Mstep: Class 14 contains 22003 members 
Mstep: Class 15 contains 5088 members 
Mstep: Class 16 contains 93250 members 
Mstep: Class 17 contains 13564 members 
Mstep: Class 18 contains 7367 members 
Mstep: Class 19 contains 34951 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 711 members 
Mstep: Class 22 contains 17244 members 
Mstep: Class 23 contains 54608 members 
Mstep: Class 24 contains 2401 members 
Mstep: Class 25 contains 6205 members 
Mstep: Class 26 contains 953 members 
Mstep: Class 27 contains 57274 members 
Mstep: Class 28 contains 47319 members 
Mstep: Class 29 contains 24755 members 
Mstep: Class 30 contains 14225 members 
Mstep: Class 31 contains 26282 members 
Mstep: Class 32 contains 8325 members 
Mstep: Class 33 contains 8569 members 
Mstep: Class 34 contains 17771 members 
Mstep: Class 35 contains 14080 members 
Mstep: Class 36 contains 1059 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64682728.000000 Penalty: 122792.960938
Iteration 40F: 38 clusters Score -6.468273e+07 nChanged 21387
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 25591 members 
Mstep: Class 3 contains 6841 members 
Mstep: Class 4 contains 1619 members 
Mstep: Class 5 contains 9342 members 
Mstep: Class 6 contains 22106 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 22837 members 
Mstep: Class 9 contains 31889 members 
Mstep: Class 10 contains 5710 members 
Mstep: Class 11 contains 3385 members 
Mstep: Class 12 contains 25936 members 
Mstep: Class 13 contains 1790 members 
Mstep: Class 14 contains 21357 members 
Mstep: Class 15 contains 5322 members 
Mstep: Class 16 contains 92836 members 
Mstep: Class 17 contains 13303 members 
Mstep: Class 18 contains 7521 members 
Mstep: Class 19 contains 33538 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 739 members 
Mstep: Class 22 contains 16749 members 
Mstep: Class 23 contains 54510 members 
Mstep: Class 24 contains 2546 members 
Mstep: Class 25 contains 6504 members 
Mstep: Class 26 contains 996 members 
Mstep: Class 27 contains 56717 members 
Mstep: Class 28 contains 47631 members 
Mstep: Class 29 contains 24997 members 
Mstep: Class 30 contains 14145 members 
Mstep: Class 31 contains 26516 members 
Mstep: Class 32 contains 9237 members 
Mstep: Class 33 contains 8629 members 
Mstep: Class 34 contains 17670 members 
Mstep: Class 35 contains 14260 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64691148.000000 Penalty: 122792.960938
Iteration 41Q: 38 clusters Score -6.469115e+07 nChanged 11805
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 25300 members 
Mstep: Class 3 contains 7123 members 
Mstep: Class 4 contains 1727 members 
Mstep: Class 5 contains 9344 members 
Mstep: Class 6 contains 22481 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23410 members 
Mstep: Class 9 contains 32987 members 
Mstep: Class 10 contains 6080 members 
Mstep: Class 11 contains 3608 members 
Mstep: Class 12 contains 25973 members 
Mstep: Class 13 contains 1808 members 
Mstep: Class 14 contains 20964 members 
Mstep: Class 15 contains 5480 members 
Mstep: Class 16 contains 92680 members 
Mstep: Class 17 contains 13227 members 
Mstep: Class 18 contains 7667 members 
Mstep: Class 19 contains 32688 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 16593 members 
Mstep: Class 23 contains 54488 members 
Mstep: Class 24 contains 2613 members 
Mstep: Class 25 contains 6616 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 56107 members 
Mstep: Class 28 contains 47500 members 
Mstep: Class 29 contains 24856 members 
Mstep: Class 30 contains 14022 members 
Mstep: Class 31 contains 26677 members 
Mstep: Class 32 contains 9798 members 
Mstep: Class 33 contains 8575 members 
Mstep: Class 34 contains 17417 members 
Mstep: Class 35 contains 14224 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64694536.000000 Penalty: 122792.960938
Iteration 42Q: 38 clusters Score -6.469454e+07 nChanged 8732
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 25167 members 
Mstep: Class 3 contains 7382 members 
Mstep: Class 4 contains 1831 members 
Mstep: Class 5 contains 9349 members 
Mstep: Class 6 contains 22784 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23838 members 
Mstep: Class 9 contains 33809 members 
Mstep: Class 10 contains 6436 members 
Mstep: Class 11 contains 3795 members 
Mstep: Class 12 contains 25977 members 
Mstep: Class 13 contains 1841 members 
Mstep: Class 14 contains 20736 members 
Mstep: Class 15 contains 5613 members 
Mstep: Class 16 contains 92556 members 
Mstep: Class 17 contains 13237 members 
Mstep: Class 18 contains 7811 members 
Mstep: Class 19 contains 32029 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 16413 members 
Mstep: Class 23 contains 54466 members 
Mstep: Class 24 contains 2669 members 
Mstep: Class 25 contains 6685 members 
Mstep: Class 26 contains 1031 members 
Mstep: Class 27 contains 55589 members 
Mstep: Class 28 contains 47306 members 
Mstep: Class 29 contains 24616 members 
Mstep: Class 30 contains 13956 members 
Mstep: Class 31 contains 26803 members 
Mstep: Class 32 contains 10169 members 
Mstep: Class 33 contains 8513 members 
Mstep: Class 34 contains 17151 members 
Mstep: Class 35 contains 14156 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64697092.000000 Penalty: 122792.960938
Iteration 43Q: 38 clusters Score -6.469709e+07 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 25082 members 
Mstep: Class 3 contains 7577 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 9351 members 
Mstep: Class 6 contains 23020 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 24119 members 
Mstep: Class 9 contains 34438 members 
Mstep: Class 10 contains 6757 members 
Mstep: Class 11 contains 3990 members 
Mstep: Class 12 contains 25977 members 
Mstep: Class 13 contains 1882 members 
Mstep: Class 14 contains 20580 members 
Mstep: Class 15 contains 5728 members 
Mstep: Class 16 contains 92482 members 
Mstep: Class 17 contains 13289 members 
Mstep: Class 18 contains 7923 members 
Mstep: Class 19 contains 31512 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 16285 members 
Mstep: Class 23 contains 54426 members 
Mstep: Class 24 contains 2703 members 
Mstep: Class 25 contains 6725 members 
Mstep: Class 26 contains 1047 members 
Mstep: Class 27 contains 55213 members 
Mstep: Class 28 contains 47060 members 
Mstep: Class 29 contains 24355 members 
Mstep: Class 30 contains 13897 members 
Mstep: Class 31 contains 26913 members 
Mstep: Class 32 contains 10433 members 
Mstep: Class 33 contains 8473 members 
Mstep: Class 34 contains 16939 members 
Mstep: Class 35 contains 14068 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64698452.000000 Penalty: 122792.960938
Iteration 44Q: 38 clusters Score -6.469845e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 25033 members 
Mstep: Class 3 contains 7760 members 
Mstep: Class 4 contains 2003 members 
Mstep: Class 5 contains 9351 members 
Mstep: Class 6 contains 23178 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 24313 members 
Mstep: Class 9 contains 34953 members 
Mstep: Class 10 contains 7018 members 
Mstep: Class 11 contains 4156 members 
Mstep: Class 12 contains 25940 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 20481 members 
Mstep: Class 15 contains 5814 members 
Mstep: Class 16 contains 92434 members 
Mstep: Class 17 contains 13340 members 
Mstep: Class 18 contains 8014 members 
Mstep: Class 19 contains 31091 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 16127 members 
Mstep: Class 23 contains 54437 members 
Mstep: Class 24 contains 2734 members 
Mstep: Class 25 contains 6757 members 
Mstep: Class 26 contains 1062 members 
Mstep: Class 27 contains 54915 members 
Mstep: Class 28 contains 46806 members 
Mstep: Class 29 contains 24118 members 
Mstep: Class 30 contains 13861 members 
Mstep: Class 31 contains 27015 members 
Mstep: Class 32 contains 10651 members 
Mstep: Class 33 contains 8470 members 
Mstep: Class 34 contains 16741 members 
Mstep: Class 35 contains 13942 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64699608.000000 Penalty: 122792.960938
Iteration 45Q: 38 clusters Score -6.469961e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 24978 members 
Mstep: Class 3 contains 7942 members 
Mstep: Class 4 contains 2106 members 
Mstep: Class 5 contains 9350 members 
Mstep: Class 6 contains 23303 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 24382 members 
Mstep: Class 9 contains 35375 members 
Mstep: Class 10 contains 7239 members 
Mstep: Class 11 contains 4295 members 
Mstep: Class 12 contains 25893 members 
Mstep: Class 13 contains 1968 members 
Mstep: Class 14 contains 20424 members 
Mstep: Class 15 contains 5888 members 
Mstep: Class 16 contains 92382 members 
Mstep: Class 17 contains 13377 members 
Mstep: Class 18 contains 8094 members 
Mstep: Class 19 contains 30725 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 16005 members 
Mstep: Class 23 contains 54520 members 
Mstep: Class 24 contains 2749 members 
Mstep: Class 25 contains 6779 members 
Mstep: Class 26 contains 1075 members 
Mstep: Class 27 contains 54674 members 
Mstep: Class 28 contains 46527 members 
Mstep: Class 29 contains 23925 members 
Mstep: Class 30 contains 13833 members 
Mstep: Class 31 contains 27102 members 
Mstep: Class 32 contains 10818 members 
Mstep: Class 33 contains 8499 members 
Mstep: Class 34 contains 16558 members 
Mstep: Class 35 contains 13815 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64700420.000000 Penalty: 122792.960938
Iteration 46Q: 38 clusters Score -6.470042e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 24929 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 2177 members 
Mstep: Class 5 contains 9352 members 
Mstep: Class 6 contains 23416 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 24397 members 
Mstep: Class 9 contains 35704 members 
Mstep: Class 10 contains 7441 members 
Mstep: Class 11 contains 4395 members 
Mstep: Class 12 contains 25823 members 
Mstep: Class 13 contains 2011 members 
Mstep: Class 14 contains 20398 members 
Mstep: Class 15 contains 5956 members 
Mstep: Class 16 contains 92336 members 
Mstep: Class 17 contains 13438 members 
Mstep: Class 18 contains 8171 members 
Mstep: Class 19 contains 30397 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 15872 members 
Mstep: Class 23 contains 54617 members 
Mstep: Class 24 contains 2753 members 
Mstep: Class 25 contains 6807 members 
Mstep: Class 26 contains 1083 members 
Mstep: Class 27 contains 54470 members 
Mstep: Class 28 contains 46298 members 
Mstep: Class 29 contains 23717 members 
Mstep: Class 30 contains 13835 members 
Mstep: Class 31 contains 27170 members 
Mstep: Class 32 contains 10961 members 
Mstep: Class 33 contains 8552 members 
Mstep: Class 34 contains 16415 members 
Mstep: Class 35 contains 13703 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64701612.000000 Penalty: 122792.960938
Iteration 47Q: 38 clusters Score -6.470161e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 24892 members 
Mstep: Class 3 contains 8260 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 9356 members 
Mstep: Class 6 contains 23517 members 
Mstep: Class 7 contains 995 members 
Mstep: Class 8 contains 24342 members 
Mstep: Class 9 contains 36003 members 
Mstep: Class 10 contains 7657 members 
Mstep: Class 11 contains 4493 members 
Mstep: Class 12 contains 25745 members 
Mstep: Class 13 contains 2060 members 
Mstep: Class 14 contains 20393 members 
Mstep: Class 15 contains 6035 members 
Mstep: Class 16 contains 92300 members 
Mstep: Class 17 contains 13496 members 
Mstep: Class 18 contains 8238 members 
Mstep: Class 19 contains 30105 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 15740 members 
Mstep: Class 23 contains 54682 members 
Mstep: Class 24 contains 2762 members 
Mstep: Class 25 contains 6868 members 
Mstep: Class 26 contains 1091 members 
Mstep: Class 27 contains 54282 members 
Mstep: Class 28 contains 46048 members 
Mstep: Class 29 contains 23456 members 
Mstep: Class 30 contains 13845 members 
Mstep: Class 31 contains 27244 members 
Mstep: Class 32 contains 11081 members 
Mstep: Class 33 contains 8614 members 
Mstep: Class 34 contains 16285 members 
Mstep: Class 35 contains 13598 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64702756.000000 Penalty: 122792.960938
Iteration 48Q: 38 clusters Score -6.470276e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 24851 members 
Mstep: Class 3 contains 8400 members 
Mstep: Class 4 contains 2316 members 
Mstep: Class 5 contains 9360 members 
Mstep: Class 6 contains 23578 members 
Mstep: Class 7 contains 995 members 
Mstep: Class 8 contains 24303 members 
Mstep: Class 9 contains 36245 members 
Mstep: Class 10 contains 7837 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 25633 members 
Mstep: Class 13 contains 2097 members 
Mstep: Class 14 contains 20408 members 
Mstep: Class 15 contains 6105 members 
Mstep: Class 16 contains 92264 members 
Mstep: Class 17 contains 13550 members 
Mstep: Class 18 contains 8278 members 
Mstep: Class 19 contains 29836 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 15630 members 
Mstep: Class 23 contains 54801 members 
Mstep: Class 24 contains 2770 members 
Mstep: Class 25 contains 6942 members 
Mstep: Class 26 contains 1099 members 
Mstep: Class 27 contains 54158 members 
Mstep: Class 28 contains 45820 members 
Mstep: Class 29 contains 23222 members 
Mstep: Class 30 contains 13821 members 
Mstep: Class 31 contains 27329 members 
Mstep: Class 32 contains 11218 members 
Mstep: Class 33 contains 8684 members 
Mstep: Class 34 contains 16148 members 
Mstep: Class 35 contains 13490 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64703524.000000 Penalty: 122792.960938
Iteration 49Q: 38 clusters Score -6.470352e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 24777 members 
Mstep: Class 3 contains 8536 members 
Mstep: Class 4 contains 2382 members 
Mstep: Class 5 contains 9362 members 
Mstep: Class 6 contains 23642 members 
Mstep: Class 7 contains 995 members 
Mstep: Class 8 contains 24253 members 
Mstep: Class 9 contains 36439 members 
Mstep: Class 10 contains 7965 members 
Mstep: Class 11 contains 4623 members 
Mstep: Class 12 contains 25557 members 
Mstep: Class 13 contains 2135 members 
Mstep: Class 14 contains 20429 members 
Mstep: Class 15 contains 6195 members 
Mstep: Class 16 contains 92238 members 
Mstep: Class 17 contains 13596 members 
Mstep: Class 18 contains 8319 members 
Mstep: Class 19 contains 29575 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 15467 members 
Mstep: Class 23 contains 54938 members 
Mstep: Class 24 contains 2772 members 
Mstep: Class 25 contains 7001 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 54077 members 
Mstep: Class 28 contains 45626 members 
Mstep: Class 29 contains 23022 members 
Mstep: Class 30 contains 13816 members 
Mstep: Class 31 contains 27392 members 
Mstep: Class 32 contains 11348 members 
Mstep: Class 33 contains 8732 members 
Mstep: Class 34 contains 16038 members 
Mstep: Class 35 contains 13384 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64704020.000000 Penalty: 122792.960938
Iteration 50Q: 38 clusters Score -6.470402e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 24707 members 
Mstep: Class 3 contains 8644 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 9368 members 
Mstep: Class 6 contains 23695 members 
Mstep: Class 7 contains 995 members 
Mstep: Class 8 contains 24215 members 
Mstep: Class 9 contains 36603 members 
Mstep: Class 10 contains 8089 members 
Mstep: Class 11 contains 4688 members 
Mstep: Class 12 contains 25449 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 14 contains 20445 members 
Mstep: Class 15 contains 6254 members 
Mstep: Class 16 contains 92208 members 
Mstep: Class 17 contains 13621 members 
Mstep: Class 18 contains 8334 members 
Mstep: Class 19 contains 29372 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 15332 members 
Mstep: Class 23 contains 55077 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 7051 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 53978 members 
Mstep: Class 28 contains 45467 members 
Mstep: Class 29 contains 22847 members 
Mstep: Class 30 contains 13812 members 
Mstep: Class 31 contains 27448 members 
Mstep: Class 32 contains 11458 members 
Mstep: Class 33 contains 8825 members 
Mstep: Class 34 contains 15944 members 
Mstep: Class 35 contains 13296 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64705084.000000 Penalty: 122792.960938
Iteration 51Q: 38 clusters Score -6.470508e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 24666 members 
Mstep: Class 3 contains 8730 members 
Mstep: Class 4 contains 2509 members 
Mstep: Class 5 contains 9371 members 
Mstep: Class 6 contains 23752 members 
Mstep: Class 7 contains 995 members 
Mstep: Class 8 contains 24192 members 
Mstep: Class 9 contains 36763 members 
Mstep: Class 10 contains 8204 members 
Mstep: Class 11 contains 4753 members 
Mstep: Class 12 contains 25335 members 
Mstep: Class 13 contains 2199 members 
Mstep: Class 14 contains 20460 members 
Mstep: Class 15 contains 6320 members 
Mstep: Class 16 contains 92190 members 
Mstep: Class 17 contains 13636 members 
Mstep: Class 18 contains 8358 members 
Mstep: Class 19 contains 29168 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 15214 members 
Mstep: Class 23 contains 55147 members 
Mstep: Class 24 contains 2797 members 
Mstep: Class 25 contains 7099 members 
Mstep: Class 26 contains 1122 members 
Mstep: Class 27 contains 53879 members 
Mstep: Class 28 contains 45331 members 
Mstep: Class 29 contains 22657 members 
Mstep: Class 30 contains 13799 members 
Mstep: Class 31 contains 27502 members 
Mstep: Class 32 contains 11564 members 
Mstep: Class 33 contains 8918 members 
Mstep: Class 34 contains 15868 members 
Mstep: Class 35 contains 13207 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64705172.000000 Penalty: 122792.960938
Iteration 52Q: 38 clusters Score -6.470517e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 24607 members 
Mstep: Class 3 contains 8814 members 
Mstep: Class 4 contains 2559 members 
Mstep: Class 5 contains 9373 members 
Mstep: Class 6 contains 23784 members 
Mstep: Class 7 contains 995 members 
Mstep: Class 8 contains 24171 members 
Mstep: Class 9 contains 36901 members 
Mstep: Class 10 contains 8297 members 
Mstep: Class 11 contains 4817 members 
Mstep: Class 12 contains 25219 members 
Mstep: Class 13 contains 2235 members 
Mstep: Class 14 contains 20474 members 
Mstep: Class 15 contains 6387 members 
Mstep: Class 16 contains 92169 members 
Mstep: Class 17 contains 13645 members 
Mstep: Class 18 contains 8381 members 
Mstep: Class 19 contains 28960 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 15096 members 
Mstep: Class 23 contains 55272 members 
Mstep: Class 24 contains 2794 members 
Mstep: Class 25 contains 7145 members 
Mstep: Class 26 contains 1131 members 
Mstep: Class 27 contains 53826 members 
Mstep: Class 28 contains 45190 members 
Mstep: Class 29 contains 22463 members 
Mstep: Class 30 contains 13781 members 
Mstep: Class 31 contains 27559 members 
Mstep: Class 32 contains 11662 members 
Mstep: Class 33 contains 9016 members 
Mstep: Class 34 contains 15848 members 
Mstep: Class 35 contains 13125 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64705464.000000 Penalty: 122792.960938
Iteration 53Q: 38 clusters Score -6.470546e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 24580 members 
Mstep: Class 3 contains 8896 members 
Mstep: Class 4 contains 2624 members 
Mstep: Class 5 contains 9374 members 
Mstep: Class 6 contains 23817 members 
Mstep: Class 7 contains 995 members 
Mstep: Class 8 contains 24139 members 
Mstep: Class 9 contains 37047 members 
Mstep: Class 10 contains 8372 members 
Mstep: Class 11 contains 4881 members 
Mstep: Class 12 contains 25100 members 
Mstep: Class 13 contains 2268 members 
Mstep: Class 14 contains 20481 members 
Mstep: Class 15 contains 6458 members 
Mstep: Class 16 contains 92134 members 
Mstep: Class 17 contains 13657 members 
Mstep: Class 18 contains 8392 members 
Mstep: Class 19 contains 28778 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 14961 members 
Mstep: Class 23 contains 55438 members 
Mstep: Class 24 contains 2794 members 
Mstep: Class 25 contains 7213 members 
Mstep: Class 26 contains 1144 members 
Mstep: Class 27 contains 53775 members 
Mstep: Class 28 contains 45066 members 
Mstep: Class 29 contains 22282 members 
Mstep: Class 30 contains 13748 members 
Mstep: Class 31 contains 27612 members 
Mstep: Class 32 contains 11752 members 
Mstep: Class 33 contains 9075 members 
Mstep: Class 34 contains 15799 members 
Mstep: Class 35 contains 13031 members 
Mstep: Class 36 contains 1064 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64705984.000000 Penalty: 122792.960938
Iteration 54Q: 38 clusters Score -6.470598e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 24546 members 
Mstep: Class 3 contains 8981 members 
Mstep: Class 4 contains 2664 members 
Mstep: Class 5 contains 9374 members 
Mstep: Class 6 contains 23839 members 
Mstep: Class 7 contains 995 members 
Mstep: Class 8 contains 24117 members 
Mstep: Class 9 contains 37194 members 
Mstep: Class 10 contains 8436 members 
Mstep: Class 11 contains 4951 members 
Mstep: Class 12 contains 24967 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 20495 members 
Mstep: Class 15 contains 6512 members 
Mstep: Class 16 contains 92102 members 
Mstep: Class 17 contains 13665 members 
Mstep: Class 18 contains 8416 members 
Mstep: Class 19 contains 28610 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 14832 members 
Mstep: Class 23 contains 55603 members 
Mstep: Class 24 contains 2798 members 
Mstep: Class 25 contains 7286 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 53734 members 
Mstep: Class 28 contains 44946 members 
Mstep: Class 29 contains 22114 members 
Mstep: Class 30 contains 13718 members 
Mstep: Class 31 contains 27663 members 
Mstep: Class 32 contains 11843 members 
Mstep: Class 33 contains 9144 members 
Mstep: Class 34 contains 15741 members 
Mstep: Class 35 contains 12934 members 
Mstep: Class 36 contains 1064 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64706244.000000 Penalty: 122792.960938
Iteration 55Q: 38 clusters Score -6.470624e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 24477 members 
Mstep: Class 3 contains 9049 members 
Mstep: Class 4 contains 2690 members 
Mstep: Class 5 contains 9378 members 
Mstep: Class 6 contains 23860 members 
Mstep: Class 7 contains 995 members 
Mstep: Class 8 contains 24094 members 
Mstep: Class 9 contains 37322 members 
Mstep: Class 10 contains 8493 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 24831 members 
Mstep: Class 13 contains 2325 members 
Mstep: Class 14 contains 20526 members 
Mstep: Class 15 contains 6597 members 
Mstep: Class 16 contains 92071 members 
Mstep: Class 17 contains 13698 members 
Mstep: Class 18 contains 8433 members 
Mstep: Class 19 contains 28461 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 14717 members 
Mstep: Class 23 contains 55747 members 
Mstep: Class 24 contains 2800 members 
Mstep: Class 25 contains 7374 members 
Mstep: Class 26 contains 1181 members 
Mstep: Class 27 contains 53698 members 
Mstep: Class 28 contains 44831 members 
Mstep: Class 29 contains 21932 members 
Mstep: Class 30 contains 13688 members 
Mstep: Class 31 contains 27710 members 
Mstep: Class 32 contains 11935 members 
Mstep: Class 33 contains 9224 members 
Mstep: Class 34 contains 15678 members 
Mstep: Class 35 contains 12841 members 
Mstep: Class 36 contains 1064 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64706524.000000 Penalty: 122792.960938
Iteration 56Q: 38 clusters Score -6.470652e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 24402 members 
Mstep: Class 3 contains 9112 members 
Mstep: Class 4 contains 2717 members 
Mstep: Class 5 contains 9379 members 
Mstep: Class 6 contains 23874 members 
Mstep: Class 7 contains 995 members 
Mstep: Class 8 contains 24064 members 
Mstep: Class 9 contains 37444 members 
Mstep: Class 10 contains 8547 members 
Mstep: Class 11 contains 5090 members 
Mstep: Class 12 contains 24699 members 
Mstep: Class 13 contains 2356 members 
Mstep: Class 14 contains 20541 members 
Mstep: Class 15 contains 6677 members 
Mstep: Class 16 contains 92026 members 
Mstep: Class 17 contains 13731 members 
Mstep: Class 18 contains 8449 members 
Mstep: Class 19 contains 28318 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 14629 members 
Mstep: Class 23 contains 55866 members 
Mstep: Class 24 contains 2801 members 
Mstep: Class 25 contains 7484 members 
Mstep: Class 26 contains 1219 members 
Mstep: Class 27 contains 53670 members 
Mstep: Class 28 contains 44732 members 
Mstep: Class 29 contains 21754 members 
Mstep: Class 30 contains 13654 members 
Mstep: Class 31 contains 27741 members 
Mstep: Class 32 contains 12013 members 
Mstep: Class 33 contains 9273 members 
Mstep: Class 34 contains 15627 members 
Mstep: Class 35 contains 12784 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64706972.000000 Penalty: 122792.960938
Iteration 57Q: 38 clusters Score -6.470697e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 24379 members 
Mstep: Class 3 contains 9161 members 
Mstep: Class 4 contains 2757 members 
Mstep: Class 5 contains 9382 members 
Mstep: Class 6 contains 23881 members 
Mstep: Class 7 contains 995 members 
Mstep: Class 8 contains 24047 members 
Mstep: Class 9 contains 37568 members 
Mstep: Class 10 contains 8586 members 
Mstep: Class 11 contains 5141 members 
Mstep: Class 12 contains 24573 members 
Mstep: Class 13 contains 2382 members 
Mstep: Class 14 contains 20553 members 
Mstep: Class 15 contains 6750 members 
Mstep: Class 16 contains 91957 members 
Mstep: Class 17 contains 13769 members 
Mstep: Class 18 contains 8457 members 
Mstep: Class 19 contains 28184 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 14535 members 
Mstep: Class 23 contains 55995 members 
Mstep: Class 24 contains 2799 members 
Mstep: Class 25 contains 7571 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 53637 members 
Mstep: Class 28 contains 44648 members 
Mstep: Class 29 contains 21601 members 
Mstep: Class 30 contains 13623 members 
Mstep: Class 31 contains 27775 members 
Mstep: Class 32 contains 12069 members 
Mstep: Class 33 contains 9309 members 
Mstep: Class 34 contains 15580 members 
Mstep: Class 35 contains 12733 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64707324.000000 Penalty: 122792.960938
Iteration 58Q: 38 clusters Score -6.470732e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 24323 members 
Mstep: Class 3 contains 9208 members 
Mstep: Class 4 contains 2793 members 
Mstep: Class 5 contains 9383 members 
Mstep: Class 6 contains 23892 members 
Mstep: Class 7 contains 995 members 
Mstep: Class 8 contains 24033 members 
Mstep: Class 9 contains 37650 members 
Mstep: Class 10 contains 8638 members 
Mstep: Class 11 contains 5181 members 
Mstep: Class 12 contains 24465 members 
Mstep: Class 13 contains 2404 members 
Mstep: Class 14 contains 20576 members 
Mstep: Class 15 contains 6824 members 
Mstep: Class 16 contains 91882 members 
Mstep: Class 17 contains 13794 members 
Mstep: Class 18 contains 8460 members 
Mstep: Class 19 contains 28080 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 14440 members 
Mstep: Class 23 contains 56088 members 
Mstep: Class 24 contains 2799 members 
Mstep: Class 25 contains 7649 members 
Mstep: Class 26 contains 1345 members 
Mstep: Class 27 contains 53590 members 
Mstep: Class 28 contains 44588 members 
Mstep: Class 29 contains 21450 members 
Mstep: Class 30 contains 13611 members 
Mstep: Class 31 contains 27781 members 
Mstep: Class 32 contains 12135 members 
Mstep: Class 33 contains 9396 members 
Mstep: Class 34 contains 15540 members 
Mstep: Class 35 contains 12680 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64707576.000000 Penalty: 122792.960938
Iteration 59Q: 38 clusters Score -6.470758e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 24285 members 
Mstep: Class 3 contains 9229 members 
Mstep: Class 4 contains 2833 members 
Mstep: Class 5 contains 9396 members 
Mstep: Class 6 contains 23897 members 
Mstep: Class 7 contains 995 members 
Mstep: Class 8 contains 24016 members 
Mstep: Class 9 contains 37734 members 
Mstep: Class 10 contains 8674 members 
Mstep: Class 11 contains 5220 members 
Mstep: Class 12 contains 24330 members 
Mstep: Class 13 contains 2423 members 
Mstep: Class 14 contains 20592 members 
Mstep: Class 15 contains 6872 members 
Mstep: Class 16 contains 91812 members 
Mstep: Class 17 contains 13804 members 
Mstep: Class 18 contains 8464 members 
Mstep: Class 19 contains 27993 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 14384 members 
Mstep: Class 23 contains 56185 members 
Mstep: Class 24 contains 2808 members 
Mstep: Class 25 contains 7725 members 
Mstep: Class 26 contains 1404 members 
Mstep: Class 27 contains 53567 members 
Mstep: Class 28 contains 44508 members 
Mstep: Class 29 contains 21308 members 
Mstep: Class 30 contains 13601 members 
Mstep: Class 31 contains 27786 members 
Mstep: Class 32 contains 12206 members 
Mstep: Class 33 contains 9509 members 
Mstep: Class 34 contains 15473 members 
Mstep: Class 35 contains 12634 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64708004.000000 Penalty: 122792.960938
Iteration 60F: 38 clusters Score -6.4708e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 24232 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 9408 members 
Mstep: Class 6 contains 23900 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23999 members 
Mstep: Class 9 contains 37811 members 
Mstep: Class 10 contains 8716 members 
Mstep: Class 11 contains 5270 members 
Mstep: Class 12 contains 24203 members 
Mstep: Class 13 contains 2441 members 
Mstep: Class 14 contains 20597 members 
Mstep: Class 15 contains 6937 members 
Mstep: Class 16 contains 91740 members 
Mstep: Class 17 contains 13822 members 
Mstep: Class 18 contains 8465 members 
Mstep: Class 19 contains 27901 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 748 members 
Mstep: Class 22 contains 14324 members 
Mstep: Class 23 contains 56299 members 
Mstep: Class 24 contains 2814 members 
Mstep: Class 25 contains 7784 members 
Mstep: Class 26 contains 1460 members 
Mstep: Class 27 contains 53532 members 
Mstep: Class 28 contains 44431 members 
Mstep: Class 29 contains 21153 members 
Mstep: Class 30 contains 13583 members 
Mstep: Class 31 contains 27792 members 
Mstep: Class 32 contains 12266 members 
Mstep: Class 33 contains 9639 members 
Mstep: Class 34 contains 15433 members 
Mstep: Class 35 contains 12601 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64708432.000000 Penalty: 122792.960938
Iteration 61Q: 38 clusters Score -6.470843e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 24164 members 
Mstep: Class 3 contains 9290 members 
Mstep: Class 4 contains 2909 members 
Mstep: Class 5 contains 9405 members 
Mstep: Class 6 contains 23905 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23979 members 
Mstep: Class 9 contains 37866 members 
Mstep: Class 10 contains 8768 members 
Mstep: Class 11 contains 5305 members 
Mstep: Class 12 contains 24073 members 
Mstep: Class 13 contains 2459 members 
Mstep: Class 14 contains 20602 members 
Mstep: Class 15 contains 7006 members 
Mstep: Class 16 contains 91691 members 
Mstep: Class 17 contains 13841 members 
Mstep: Class 18 contains 8467 members 
Mstep: Class 19 contains 27829 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 14232 members 
Mstep: Class 23 contains 56392 members 
Mstep: Class 24 contains 2819 members 
Mstep: Class 25 contains 7856 members 
Mstep: Class 26 contains 1507 members 
Mstep: Class 27 contains 53505 members 
Mstep: Class 28 contains 44397 members 
Mstep: Class 29 contains 21015 members 
Mstep: Class 30 contains 13558 members 
Mstep: Class 31 contains 27781 members 
Mstep: Class 32 contains 12325 members 
Mstep: Class 33 contains 9764 members 
Mstep: Class 34 contains 15381 members 
Mstep: Class 35 contains 12574 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64708748.000000 Penalty: 122792.960938
Iteration 62Q: 38 clusters Score -6.470875e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 24078 members 
Mstep: Class 3 contains 9307 members 
Mstep: Class 4 contains 2950 members 
Mstep: Class 5 contains 9409 members 
Mstep: Class 6 contains 23906 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23967 members 
Mstep: Class 9 contains 37924 members 
Mstep: Class 10 contains 8794 members 
Mstep: Class 11 contains 5340 members 
Mstep: Class 12 contains 23956 members 
Mstep: Class 13 contains 2472 members 
Mstep: Class 14 contains 20608 members 
Mstep: Class 15 contains 7061 members 
Mstep: Class 16 contains 91652 members 
Mstep: Class 17 contains 13884 members 
Mstep: Class 18 contains 8467 members 
Mstep: Class 19 contains 27763 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 14149 members 
Mstep: Class 23 contains 56478 members 
Mstep: Class 24 contains 2824 members 
Mstep: Class 25 contains 7914 members 
Mstep: Class 26 contains 1541 members 
Mstep: Class 27 contains 53477 members 
Mstep: Class 28 contains 44372 members 
Mstep: Class 29 contains 20888 members 
Mstep: Class 30 contains 13550 members 
Mstep: Class 31 contains 27776 members 
Mstep: Class 32 contains 12392 members 
Mstep: Class 33 contains 9888 members 
Mstep: Class 34 contains 15337 members 
Mstep: Class 35 contains 12542 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64708928.000000 Penalty: 122792.960938
Iteration 63Q: 38 clusters Score -6.470893e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 23995 members 
Mstep: Class 3 contains 9318 members 
Mstep: Class 4 contains 2978 members 
Mstep: Class 5 contains 9410 members 
Mstep: Class 6 contains 23901 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23952 members 
Mstep: Class 9 contains 37976 members 
Mstep: Class 10 contains 8814 members 
Mstep: Class 11 contains 5361 members 
Mstep: Class 12 contains 23857 members 
Mstep: Class 13 contains 2486 members 
Mstep: Class 14 contains 20611 members 
Mstep: Class 15 contains 7115 members 
Mstep: Class 16 contains 91615 members 
Mstep: Class 17 contains 13948 members 
Mstep: Class 18 contains 8464 members 
Mstep: Class 19 contains 27697 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 14092 members 
Mstep: Class 23 contains 56582 members 
Mstep: Class 24 contains 2833 members 
Mstep: Class 25 contains 7967 members 
Mstep: Class 26 contains 1568 members 
Mstep: Class 27 contains 53462 members 
Mstep: Class 28 contains 44314 members 
Mstep: Class 29 contains 20794 members 
Mstep: Class 30 contains 13552 members 
Mstep: Class 31 contains 27764 members 
Mstep: Class 32 contains 12434 members 
Mstep: Class 33 contains 9993 members 
Mstep: Class 34 contains 15304 members 
Mstep: Class 35 contains 12507 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64709144.000000 Penalty: 122792.960938
Iteration 64Q: 38 clusters Score -6.470914e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 23916 members 
Mstep: Class 3 contains 9334 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 9408 members 
Mstep: Class 6 contains 23901 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23941 members 
Mstep: Class 9 contains 38021 members 
Mstep: Class 10 contains 8843 members 
Mstep: Class 11 contains 5385 members 
Mstep: Class 12 contains 23758 members 
Mstep: Class 13 contains 2497 members 
Mstep: Class 14 contains 20616 members 
Mstep: Class 15 contains 7151 members 
Mstep: Class 16 contains 91589 members 
Mstep: Class 17 contains 14028 members 
Mstep: Class 18 contains 8464 members 
Mstep: Class 19 contains 27656 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 14036 members 
Mstep: Class 23 contains 56647 members 
Mstep: Class 24 contains 2830 members 
Mstep: Class 25 contains 8039 members 
Mstep: Class 26 contains 1593 members 
Mstep: Class 27 contains 53442 members 
Mstep: Class 28 contains 44267 members 
Mstep: Class 29 contains 20675 members 
Mstep: Class 30 contains 13546 members 
Mstep: Class 31 contains 27764 members 
Mstep: Class 32 contains 12469 members 
Mstep: Class 33 contains 10089 members 
Mstep: Class 34 contains 15284 members 
Mstep: Class 35 contains 12472 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64709504.000000 Penalty: 122792.960938
Iteration 65Q: 38 clusters Score -6.47095e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 23862 members 
Mstep: Class 3 contains 9344 members 
Mstep: Class 4 contains 3031 members 
Mstep: Class 5 contains 9409 members 
Mstep: Class 6 contains 23899 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23923 members 
Mstep: Class 9 contains 38063 members 
Mstep: Class 10 contains 8869 members 
Mstep: Class 11 contains 5405 members 
Mstep: Class 12 contains 23670 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 14 contains 20616 members 
Mstep: Class 15 contains 7189 members 
Mstep: Class 16 contains 91559 members 
Mstep: Class 17 contains 14082 members 
Mstep: Class 18 contains 8464 members 
Mstep: Class 19 contains 27608 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 13987 members 
Mstep: Class 23 contains 56697 members 
Mstep: Class 24 contains 2831 members 
Mstep: Class 25 contains 8099 members 
Mstep: Class 26 contains 1616 members 
Mstep: Class 27 contains 53434 members 
Mstep: Class 28 contains 44224 members 
Mstep: Class 29 contains 20585 members 
Mstep: Class 30 contains 13535 members 
Mstep: Class 31 contains 27749 members 
Mstep: Class 32 contains 12514 members 
Mstep: Class 33 contains 10191 members 
Mstep: Class 34 contains 15273 members 
Mstep: Class 35 contains 12437 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64709448.000000 Penalty: 122792.960938
Iteration 66Q: 38 clusters Score -6.470945e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 23806 members 
Mstep: Class 3 contains 9347 members 
Mstep: Class 4 contains 3048 members 
Mstep: Class 5 contains 9407 members 
Mstep: Class 6 contains 23894 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23910 members 
Mstep: Class 9 contains 38119 members 
Mstep: Class 10 contains 8894 members 
Mstep: Class 11 contains 5427 members 
Mstep: Class 12 contains 23590 members 
Mstep: Class 13 contains 2509 members 
Mstep: Class 14 contains 20620 members 
Mstep: Class 15 contains 7217 members 
Mstep: Class 16 contains 91544 members 
Mstep: Class 17 contains 14152 members 
Mstep: Class 18 contains 8465 members 
Mstep: Class 19 contains 27567 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 13952 members 
Mstep: Class 23 contains 56742 members 
Mstep: Class 24 contains 2832 members 
Mstep: Class 25 contains 8148 members 
Mstep: Class 26 contains 1631 members 
Mstep: Class 27 contains 53416 members 
Mstep: Class 28 contains 44181 members 
Mstep: Class 29 contains 20476 members 
Mstep: Class 30 contains 13517 members 
Mstep: Class 31 contains 27745 members 
Mstep: Class 32 contains 12553 members 
Mstep: Class 33 contains 10292 members 
Mstep: Class 34 contains 15271 members 
Mstep: Class 35 contains 12396 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64709464.000000 Penalty: 122792.960938
Iteration 67Q: 38 clusters Score -6.470946e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 23736 members 
Mstep: Class 3 contains 9353 members 
Mstep: Class 4 contains 3070 members 
Mstep: Class 5 contains 9405 members 
Mstep: Class 6 contains 23893 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23896 members 
Mstep: Class 9 contains 38179 members 
Mstep: Class 10 contains 8924 members 
Mstep: Class 11 contains 5444 members 
Mstep: Class 12 contains 23517 members 
Mstep: Class 13 contains 2512 members 
Mstep: Class 14 contains 20617 members 
Mstep: Class 15 contains 7248 members 
Mstep: Class 16 contains 91532 members 
Mstep: Class 17 contains 14217 members 
Mstep: Class 18 contains 8463 members 
Mstep: Class 19 contains 27531 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 13920 members 
Mstep: Class 23 contains 56769 members 
Mstep: Class 24 contains 2838 members 
Mstep: Class 25 contains 8198 members 
Mstep: Class 26 contains 1644 members 
Mstep: Class 27 contains 53408 members 
Mstep: Class 28 contains 44146 members 
Mstep: Class 29 contains 20375 members 
Mstep: Class 30 contains 13502 members 
Mstep: Class 31 contains 27729 members 
Mstep: Class 32 contains 12602 members 
Mstep: Class 33 contains 10373 members 
Mstep: Class 34 contains 15276 members 
Mstep: Class 35 contains 12353 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64709588.000000 Penalty: 122792.960938
Iteration 68Q: 38 clusters Score -6.470959e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 23674 members 
Mstep: Class 3 contains 9362 members 
Mstep: Class 4 contains 3085 members 
Mstep: Class 5 contains 9405 members 
Mstep: Class 6 contains 23889 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23880 members 
Mstep: Class 9 contains 38229 members 
Mstep: Class 10 contains 8943 members 
Mstep: Class 11 contains 5459 members 
Mstep: Class 12 contains 23455 members 
Mstep: Class 13 contains 2516 members 
Mstep: Class 14 contains 20615 members 
Mstep: Class 15 contains 7293 members 
Mstep: Class 16 contains 91520 members 
Mstep: Class 17 contains 14284 members 
Mstep: Class 18 contains 8467 members 
Mstep: Class 19 contains 27496 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 13875 members 
Mstep: Class 23 contains 56817 members 
Mstep: Class 24 contains 2840 members 
Mstep: Class 25 contains 8238 members 
Mstep: Class 26 contains 1655 members 
Mstep: Class 27 contains 53406 members 
Mstep: Class 28 contains 44110 members 
Mstep: Class 29 contains 20283 members 
Mstep: Class 30 contains 13480 members 
Mstep: Class 31 contains 27728 members 
Mstep: Class 32 contains 12634 members 
Mstep: Class 33 contains 10439 members 
Mstep: Class 34 contains 15279 members 
Mstep: Class 35 contains 12314 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64709668.000000 Penalty: 122792.960938
Iteration 69Q: 38 clusters Score -6.470967e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 23595 members 
Mstep: Class 3 contains 9367 members 
Mstep: Class 4 contains 3102 members 
Mstep: Class 5 contains 9404 members 
Mstep: Class 6 contains 23888 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23867 members 
Mstep: Class 9 contains 38267 members 
Mstep: Class 10 contains 8961 members 
Mstep: Class 11 contains 5472 members 
Mstep: Class 12 contains 23411 members 
Mstep: Class 13 contains 2521 members 
Mstep: Class 14 contains 20611 members 
Mstep: Class 15 contains 7332 members 
Mstep: Class 16 contains 91505 members 
Mstep: Class 17 contains 14352 members 
Mstep: Class 18 contains 8472 members 
Mstep: Class 19 contains 27472 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 13836 members 
Mstep: Class 23 contains 56863 members 
Mstep: Class 24 contains 2846 members 
Mstep: Class 25 contains 8270 members 
Mstep: Class 26 contains 1672 members 
Mstep: Class 27 contains 53397 members 
Mstep: Class 28 contains 44089 members 
Mstep: Class 29 contains 20205 members 
Mstep: Class 30 contains 13466 members 
Mstep: Class 31 contains 27717 members 
Mstep: Class 32 contains 12671 members 
Mstep: Class 33 contains 10496 members 
Mstep: Class 34 contains 15267 members 
Mstep: Class 35 contains 12274 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64709688.000000 Penalty: 122792.960938
Iteration 70Q: 38 clusters Score -6.470969e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 23531 members 
Mstep: Class 3 contains 9371 members 
Mstep: Class 4 contains 3125 members 
Mstep: Class 5 contains 9405 members 
Mstep: Class 6 contains 23889 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23850 members 
Mstep: Class 9 contains 38306 members 
Mstep: Class 10 contains 8983 members 
Mstep: Class 11 contains 5478 members 
Mstep: Class 12 contains 23359 members 
Mstep: Class 13 contains 2527 members 
Mstep: Class 14 contains 20607 members 
Mstep: Class 15 contains 7377 members 
Mstep: Class 16 contains 91488 members 
Mstep: Class 17 contains 14396 members 
Mstep: Class 18 contains 8478 members 
Mstep: Class 19 contains 27448 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 13816 members 
Mstep: Class 23 contains 56904 members 
Mstep: Class 24 contains 2851 members 
Mstep: Class 25 contains 8294 members 
Mstep: Class 26 contains 1685 members 
Mstep: Class 27 contains 53379 members 
Mstep: Class 28 contains 44072 members 
Mstep: Class 29 contains 20116 members 
Mstep: Class 30 contains 13459 members 
Mstep: Class 31 contains 27716 members 
Mstep: Class 32 contains 12703 members 
Mstep: Class 33 contains 10563 members 
Mstep: Class 34 contains 15247 members 
Mstep: Class 35 contains 12244 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64709996.000000 Penalty: 122792.960938
Iteration 71Q: 38 clusters Score -6.471e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 23462 members 
Mstep: Class 3 contains 9376 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 9409 members 
Mstep: Class 6 contains 23885 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23848 members 
Mstep: Class 9 contains 38327 members 
Mstep: Class 10 contains 9003 members 
Mstep: Class 11 contains 5484 members 
Mstep: Class 12 contains 23315 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 14 contains 20603 members 
Mstep: Class 15 contains 7426 members 
Mstep: Class 16 contains 91467 members 
Mstep: Class 17 contains 14442 members 
Mstep: Class 18 contains 8489 members 
Mstep: Class 19 contains 27430 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 13793 members 
Mstep: Class 23 contains 56935 members 
Mstep: Class 24 contains 2854 members 
Mstep: Class 25 contains 8322 members 
Mstep: Class 26 contains 1697 members 
Mstep: Class 27 contains 53358 members 
Mstep: Class 28 contains 44057 members 
Mstep: Class 29 contains 20053 members 
Mstep: Class 30 contains 13455 members 
Mstep: Class 31 contains 27712 members 
Mstep: Class 32 contains 12732 members 
Mstep: Class 33 contains 10608 members 
Mstep: Class 34 contains 15240 members 
Mstep: Class 35 contains 12213 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64710172.000000 Penalty: 122792.960938
Iteration 72Q: 38 clusters Score -6.471017e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 23395 members 
Mstep: Class 3 contains 9371 members 
Mstep: Class 4 contains 3154 members 
Mstep: Class 5 contains 9410 members 
Mstep: Class 6 contains 23887 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23843 members 
Mstep: Class 9 contains 38364 members 
Mstep: Class 10 contains 9029 members 
Mstep: Class 11 contains 5495 members 
Mstep: Class 12 contains 23270 members 
Mstep: Class 13 contains 2538 members 
Mstep: Class 14 contains 20599 members 
Mstep: Class 15 contains 7468 members 
Mstep: Class 16 contains 91457 members 
Mstep: Class 17 contains 14491 members 
Mstep: Class 18 contains 8497 members 
Mstep: Class 19 contains 27408 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 13777 members 
Mstep: Class 23 contains 56979 members 
Mstep: Class 24 contains 2858 members 
Mstep: Class 25 contains 8356 members 
Mstep: Class 26 contains 1712 members 
Mstep: Class 27 contains 53328 members 
Mstep: Class 28 contains 44037 members 
Mstep: Class 29 contains 19975 members 
Mstep: Class 30 contains 13441 members 
Mstep: Class 31 contains 27707 members 
Mstep: Class 32 contains 12754 members 
Mstep: Class 33 contains 10652 members 
Mstep: Class 34 contains 15226 members 
Mstep: Class 35 contains 12188 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64710412.000000 Penalty: 122792.960938
Iteration 73Q: 38 clusters Score -6.471041e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 9368 members 
Mstep: Class 4 contains 3167 members 
Mstep: Class 5 contains 9411 members 
Mstep: Class 6 contains 23893 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23835 members 
Mstep: Class 9 contains 38395 members 
Mstep: Class 10 contains 9046 members 
Mstep: Class 11 contains 5508 members 
Mstep: Class 12 contains 23230 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 20597 members 
Mstep: Class 15 contains 7506 members 
Mstep: Class 16 contains 91444 members 
Mstep: Class 17 contains 14546 members 
Mstep: Class 18 contains 8500 members 
Mstep: Class 19 contains 27393 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 13748 members 
Mstep: Class 23 contains 57010 members 
Mstep: Class 24 contains 2857 members 
Mstep: Class 25 contains 8396 members 
Mstep: Class 26 contains 1722 members 
Mstep: Class 27 contains 53306 members 
Mstep: Class 28 contains 44041 members 
Mstep: Class 29 contains 19896 members 
Mstep: Class 30 contains 13431 members 
Mstep: Class 31 contains 27697 members 
Mstep: Class 32 contains 12764 members 
Mstep: Class 33 contains 10700 members 
Mstep: Class 34 contains 15209 members 
Mstep: Class 35 contains 12168 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64710396.000000 Penalty: 122792.960938
Iteration 74Q: 38 clusters Score -6.47104e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 23259 members 
Mstep: Class 3 contains 9366 members 
Mstep: Class 4 contains 3175 members 
Mstep: Class 5 contains 9411 members 
Mstep: Class 6 contains 23901 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23832 members 
Mstep: Class 9 contains 38414 members 
Mstep: Class 10 contains 9060 members 
Mstep: Class 11 contains 5525 members 
Mstep: Class 12 contains 23185 members 
Mstep: Class 13 contains 2546 members 
Mstep: Class 14 contains 20594 members 
Mstep: Class 15 contains 7545 members 
Mstep: Class 16 contains 91439 members 
Mstep: Class 17 contains 14596 members 
Mstep: Class 18 contains 8504 members 
Mstep: Class 19 contains 27371 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 13724 members 
Mstep: Class 23 contains 57029 members 
Mstep: Class 24 contains 2863 members 
Mstep: Class 25 contains 8441 members 
Mstep: Class 26 contains 1727 members 
Mstep: Class 27 contains 53282 members 
Mstep: Class 28 contains 44042 members 
Mstep: Class 29 contains 19842 members 
Mstep: Class 30 contains 13433 members 
Mstep: Class 31 contains 27701 members 
Mstep: Class 32 contains 12792 members 
Mstep: Class 33 contains 10726 members 
Mstep: Class 34 contains 15187 members 
Mstep: Class 35 contains 12153 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64710572.000000 Penalty: 122792.960938
Iteration 75Q: 38 clusters Score -6.471057e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 23200 members 
Mstep: Class 3 contains 9363 members 
Mstep: Class 4 contains 3185 members 
Mstep: Class 5 contains 9411 members 
Mstep: Class 6 contains 23909 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23832 members 
Mstep: Class 9 contains 38432 members 
Mstep: Class 10 contains 9080 members 
Mstep: Class 11 contains 5533 members 
Mstep: Class 12 contains 23142 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 20590 members 
Mstep: Class 15 contains 7576 members 
Mstep: Class 16 contains 91431 members 
Mstep: Class 17 contains 14635 members 
Mstep: Class 18 contains 8510 members 
Mstep: Class 19 contains 27350 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 13713 members 
Mstep: Class 23 contains 57050 members 
Mstep: Class 24 contains 2865 members 
Mstep: Class 25 contains 8472 members 
Mstep: Class 26 contains 1731 members 
Mstep: Class 27 contains 53258 members 
Mstep: Class 28 contains 44035 members 
Mstep: Class 29 contains 19790 members 
Mstep: Class 30 contains 13435 members 
Mstep: Class 31 contains 27696 members 
Mstep: Class 32 contains 12821 members 
Mstep: Class 33 contains 10762 members 
Mstep: Class 34 contains 15170 members 
Mstep: Class 35 contains 12140 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64710584.000000 Penalty: 122792.960938
Iteration 76Q: 38 clusters Score -6.471058e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 23127 members 
Mstep: Class 3 contains 9364 members 
Mstep: Class 4 contains 3197 members 
Mstep: Class 5 contains 9412 members 
Mstep: Class 6 contains 23918 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23832 members 
Mstep: Class 9 contains 38456 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 5547 members 
Mstep: Class 12 contains 23101 members 
Mstep: Class 13 contains 2550 members 
Mstep: Class 14 contains 20584 members 
Mstep: Class 15 contains 7613 members 
Mstep: Class 16 contains 91422 members 
Mstep: Class 17 contains 14688 members 
Mstep: Class 18 contains 8507 members 
Mstep: Class 19 contains 27334 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 13704 members 
Mstep: Class 23 contains 57070 members 
Mstep: Class 24 contains 2864 members 
Mstep: Class 25 contains 8489 members 
Mstep: Class 26 contains 1732 members 
Mstep: Class 27 contains 53237 members 
Mstep: Class 28 contains 44021 members 
Mstep: Class 29 contains 19742 members 
Mstep: Class 30 contains 13438 members 
Mstep: Class 31 contains 27685 members 
Mstep: Class 32 contains 12848 members 
Mstep: Class 33 contains 10794 members 
Mstep: Class 34 contains 15174 members 
Mstep: Class 35 contains 12121 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64710464.000000 Penalty: 122792.960938
Iteration 77Q: 38 clusters Score -6.471046e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 23055 members 
Mstep: Class 3 contains 9364 members 
Mstep: Class 4 contains 3205 members 
Mstep: Class 5 contains 9416 members 
Mstep: Class 6 contains 23918 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23829 members 
Mstep: Class 9 contains 38471 members 
Mstep: Class 10 contains 9116 members 
Mstep: Class 11 contains 5554 members 
Mstep: Class 12 contains 23071 members 
Mstep: Class 13 contains 2555 members 
Mstep: Class 14 contains 20584 members 
Mstep: Class 15 contains 7652 members 
Mstep: Class 16 contains 91416 members 
Mstep: Class 17 contains 14739 members 
Mstep: Class 18 contains 8506 members 
Mstep: Class 19 contains 27314 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 13689 members 
Mstep: Class 23 contains 57099 members 
Mstep: Class 24 contains 2865 members 
Mstep: Class 25 contains 8501 members 
Mstep: Class 26 contains 1733 members 
Mstep: Class 27 contains 53225 members 
Mstep: Class 28 contains 44021 members 
Mstep: Class 29 contains 19685 members 
Mstep: Class 30 contains 13445 members 
Mstep: Class 31 contains 27671 members 
Mstep: Class 32 contains 12868 members 
Mstep: Class 33 contains 10820 members 
Mstep: Class 34 contains 15173 members 
Mstep: Class 35 contains 12106 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64710476.000000 Penalty: 122792.960938
Iteration 78Q: 38 clusters Score -6.471048e+07 nChanged 601
Entering ConstructFrom: 
Score: -64710476.000000 Penalty: 122792.960938
Entering ConstructFrom: 
Trying to split cluster 1 (8770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Entering Unmasked Estep 
Score: -939052.375000 Penalty: 2251.614746
	Iteration 0F: 2 clusters Score -939052.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -932169.375000 Penalty: 4503.229492
	Iteration 0F: 3 clusters Score -932169.4 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -934148.625000 Penalty: 4503.229492
	Iteration 1F: 3 clusters Score -934148.6 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -934579.437500 Penalty: 4503.229492
	Iteration 2F: 3 clusters Score -934579.4 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -935134.937500 Penalty: 4503.229492
	Iteration 3F: 3 clusters Score -935134.9 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -935882.437500 Penalty: 4503.229492
	Iteration 4F: 3 clusters Score -935882.4 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -936787.750000 Penalty: 4503.229492
	Iteration 5F: 3 clusters Score -936787.8 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -937620.000000 Penalty: 4503.229492
	Iteration 6F: 3 clusters Score -937620 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -938143.312500 Penalty: 4503.229492
	Iteration 7F: 3 clusters Score -938143.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -938483.437500 Penalty: 4503.229492
	Iteration 8Q: 3 clusters Score -938483.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -938695.562500 Penalty: 4503.229492
	Iteration 9Q: 3 clusters Score -938695.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -938779.937500 Penalty: 4503.229492
	Iteration 10Q: 3 clusters Score -938779.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -938814.250000 Penalty: 4503.229492
	Iteration 11Q: 3 clusters Score -938814.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -938829.125000 Penalty: 4503.229492
	Iteration 12Q: 3 clusters Score -938829.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -938838.812500 Penalty: 4503.229492
	Iteration 13Q: 3 clusters Score -938838.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -938843.000000 Penalty: 4503.229492
	Iteration 14Q: 3 clusters Score -938843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -938845.812500 Penalty: 4503.229492
	Iteration 15Q: 3 clusters Score -938845.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -938845.750000 Penalty: 4503.229492
	Iteration 16Q: 3 clusters Score -938845.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -938846.375000 Penalty: 4503.229492
	Iteration 17Q: 3 clusters Score -938846.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -938846.375000 Penalty: 4503.229492
	Iteration 18F: 3 clusters Score -938846.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Entering Unmasked Estep 
Score: -1954431.250000 Penalty: 2490.337402
	Iteration 0F: 2 clusters Score -1954431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1938391.500000 Penalty: 4980.674805
	Iteration 0F: 3 clusters Score -1938392 nChanged 10313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1944310.750000 Penalty: 4980.674805
	Iteration 1F: 3 clusters Score -1944311 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1945268.875000 Penalty: 4980.674805
	Iteration 2F: 3 clusters Score -1945269 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1946364.375000 Penalty: 4980.674805
	Iteration 3F: 3 clusters Score -1946364 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1947516.875000 Penalty: 4980.674805
	Iteration 4F: 3 clusters Score -1947517 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1948523.500000 Penalty: 4980.674805
	Iteration 5F: 3 clusters Score -1948524 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1949339.750000 Penalty: 4980.674805
	Iteration 6F: 3 clusters Score -1949340 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1950037.625000 Penalty: 4980.674805
	Iteration 7Q: 3 clusters Score -1950038 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1950536.625000 Penalty: 4980.674805
	Iteration 8Q: 3 clusters Score -1950537 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1950956.375000 Penalty: 4980.674805
	Iteration 9Q: 3 clusters Score -1950956 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1951300.500000 Penalty: 4980.674805
	Iteration 10Q: 3 clusters Score -1951300 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1951568.000000 Penalty: 4980.674805
	Iteration 11Q: 3 clusters Score -1951568 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1951806.500000 Penalty: 4980.674805
	Iteration 12Q: 3 clusters Score -1951806 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1951981.375000 Penalty: 4980.674805
	Iteration 13Q: 3 clusters Score -1951981 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1952118.375000 Penalty: 4980.674805
	Iteration 14Q: 3 clusters Score -1952118 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1952250.500000 Penalty: 4980.674805
	Iteration 15Q: 3 clusters Score -1952250 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1952366.875000 Penalty: 4980.674805
	Iteration 16Q: 3 clusters Score -1952367 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1952464.250000 Penalty: 4980.674805
	Iteration 17Q: 3 clusters Score -1952464 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1952545.125000 Penalty: 4980.674805
	Iteration 18Q: 3 clusters Score -1952545 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1952601.625000 Penalty: 4980.674805
	Iteration 19Q: 3 clusters Score -1952602 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1952655.125000 Penalty: 4980.674805
	Iteration 20F: 3 clusters Score -1952655 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1952698.000000 Penalty: 4980.674805
	Iteration 21Q: 3 clusters Score -1952698 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1952734.500000 Penalty: 4980.674805
	Iteration 22Q: 3 clusters Score -1952734 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1952775.125000 Penalty: 4980.674805
	Iteration 23Q: 3 clusters Score -1952775 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1952817.250000 Penalty: 4980.674805
	Iteration 24Q: 3 clusters Score -1952817 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1952842.000000 Penalty: 4980.674805
	Iteration 25Q: 3 clusters Score -1952842 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1952869.875000 Penalty: 4980.674805
	Iteration 26Q: 3 clusters Score -1952870 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1952908.125000 Penalty: 4980.674805
	Iteration 27Q: 3 clusters Score -1952908 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1952927.500000 Penalty: 4980.674805
	Iteration 28Q: 3 clusters Score -1952928 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1952949.750000 Penalty: 4980.674805
	Iteration 29Q: 3 clusters Score -1952950 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1952978.625000 Penalty: 4980.674805
	Iteration 30Q: 3 clusters Score -1952979 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1953008.250000 Penalty: 4980.674805
	Iteration 31Q: 3 clusters Score -1953008 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1953040.875000 Penalty: 4980.674805
	Iteration 32Q: 3 clusters Score -1953041 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1953061.750000 Penalty: 4980.674805
	Iteration 33Q: 3 clusters Score -1953062 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1953090.750000 Penalty: 4980.674805
	Iteration 34Q: 3 clusters Score -1953091 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1953118.625000 Penalty: 4980.674805
	Iteration 35Q: 3 clusters Score -1953119 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1953131.875000 Penalty: 4980.674805
	Iteration 36Q: 3 clusters Score -1953132 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1953145.000000 Penalty: 4980.674805
	Iteration 37Q: 3 clusters Score -1953145 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1953155.750000 Penalty: 4980.674805
	Iteration 38Q: 3 clusters Score -1953156 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1953171.000000 Penalty: 4980.674805
	Iteration 39Q: 3 clusters Score -1953171 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1953189.875000 Penalty: 4980.674805
	Iteration 40F: 3 clusters Score -1953190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1953193.250000 Penalty: 4980.674805
	Iteration 41Q: 3 clusters Score -1953193 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1953205.625000 Penalty: 4980.674805
	Iteration 42Q: 3 clusters Score -1953206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1953215.500000 Penalty: 4980.674805
	Iteration 43Q: 3 clusters Score -1953216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1953223.625000 Penalty: 4980.674805
	Iteration 44Q: 3 clusters Score -1953224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1953230.875000 Penalty: 4980.674805
	Iteration 45Q: 3 clusters Score -1953231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1953231.125000 Penalty: 4980.674805
	Iteration 46Q: 3 clusters Score -1953231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1953241.750000 Penalty: 4980.674805
	Iteration 47Q: 3 clusters Score -1953242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1953249.625000 Penalty: 4980.674805
	Iteration 48Q: 3 clusters Score -1953250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1953253.500000 Penalty: 4980.674805
	Iteration 49Q: 3 clusters Score -1953254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1953252.750000 Penalty: 4980.674805
	Iteration 50Q: 3 clusters Score -1953253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1953257.125000 Penalty: 4980.674805
	Iteration 51Q: 3 clusters Score -1953257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1953260.125000 Penalty: 4980.674805
	Iteration 52Q: 3 clusters Score -1953260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1953262.375000 Penalty: 4980.674805
	Iteration 53Q: 3 clusters Score -1953262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1953260.750000 Penalty: 4980.674805
	Iteration 54Q: 3 clusters Score -1953261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1953265.125000 Penalty: 4980.674805
	Iteration 55Q: 3 clusters Score -1953265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1953264.250000 Penalty: 4980.674805
	Iteration 56Q: 3 clusters Score -1953264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1953264.875000 Penalty: 4980.674805
	Iteration 57Q: 3 clusters Score -1953265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1953265.875000 Penalty: 4980.674805
	Iteration 58Q: 3 clusters Score -1953266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1953268.000000 Penalty: 4980.674805
	Iteration 59Q: 3 clusters Score -1953268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1953266.125000 Penalty: 4980.674805
	Iteration 60F: 3 clusters Score -1953266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1953270.000000 Penalty: 4980.674805
	Iteration 61Q: 3 clusters Score -1953270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1953270.000000 Penalty: 4980.674805
	Iteration 62F: 3 clusters Score -1953270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Entering Unmasked Estep 
Score: -927594.187500 Penalty: 2267.947021
	Iteration 0F: 2 clusters Score -927594.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -920311.312500 Penalty: 4535.894043
	Iteration 0F: 3 clusters Score -920311.3 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -922705.062500 Penalty: 4535.894043
	Iteration 1F: 3 clusters Score -922705.1 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -923457.750000 Penalty: 4535.894043
	Iteration 2F: 3 clusters Score -923457.8 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -924112.312500 Penalty: 4535.894043
	Iteration 3F: 3 clusters Score -924112.3 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -924565.500000 Penalty: 4535.894043
	Iteration 4F: 3 clusters Score -924565.5 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -924861.687500 Penalty: 4535.894043
	Iteration 5F: 3 clusters Score -924861.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -925056.312500 Penalty: 4535.894043
	Iteration 6Q: 3 clusters Score -925056.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -925195.500000 Penalty: 4535.894043
	Iteration 7Q: 3 clusters Score -925195.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -925306.500000 Penalty: 4535.894043
	Iteration 8Q: 3 clusters Score -925306.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -925406.750000 Penalty: 4535.894043
	Iteration 9Q: 3 clusters Score -925406.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -925475.750000 Penalty: 4535.894043
	Iteration 10Q: 3 clusters Score -925475.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -925551.000000 Penalty: 4535.894043
	Iteration 11Q: 3 clusters Score -925551 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -925619.250000 Penalty: 4535.894043
	Iteration 12Q: 3 clusters Score -925619.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -925672.875000 Penalty: 4535.894043
	Iteration 13Q: 3 clusters Score -925672.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -925720.375000 Penalty: 4535.894043
	Iteration 14Q: 3 clusters Score -925720.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -925766.062500 Penalty: 4535.894043
	Iteration 15Q: 3 clusters Score -925766.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -925801.000000 Penalty: 4535.894043
	Iteration 16Q: 3 clusters Score -925801 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -925836.437500 Penalty: 4535.894043
	Iteration 17Q: 3 clusters Score -925836.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -925872.750000 Penalty: 4535.894043
	Iteration 18Q: 3 clusters Score -925872.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -925902.375000 Penalty: 4535.894043
	Iteration 19Q: 3 clusters Score -925902.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -925947.875000 Penalty: 4535.894043
	Iteration 20F: 3 clusters Score -925947.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -925995.562500 Penalty: 4535.894043
	Iteration 21Q: 3 clusters Score -925995.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -926038.437500 Penalty: 4535.894043
	Iteration 22Q: 3 clusters Score -926038.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -926097.437500 Penalty: 4535.894043
	Iteration 23Q: 3 clusters Score -926097.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -926149.812500 Penalty: 4535.894043
	Iteration 24Q: 3 clusters Score -926149.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -926187.062500 Penalty: 4535.894043
	Iteration 25Q: 3 clusters Score -926187.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -926222.625000 Penalty: 4535.894043
	Iteration 26Q: 3 clusters Score -926222.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -926257.500000 Penalty: 4535.894043
	Iteration 27Q: 3 clusters Score -926257.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -926286.875000 Penalty: 4535.894043
	Iteration 28Q: 3 clusters Score -926286.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -926309.500000 Penalty: 4535.894043
	Iteration 29Q: 3 clusters Score -926309.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -926345.250000 Penalty: 4535.894043
	Iteration 30Q: 3 clusters Score -926345.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -926380.500000 Penalty: 4535.894043
	Iteration 31Q: 3 clusters Score -926380.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -926421.125000 Penalty: 4535.894043
	Iteration 32Q: 3 clusters Score -926421.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -926462.750000 Penalty: 4535.894043
	Iteration 33Q: 3 clusters Score -926462.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -926505.250000 Penalty: 4535.894043
	Iteration 34Q: 3 clusters Score -926505.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -926537.687500 Penalty: 4535.894043
	Iteration 35Q: 3 clusters Score -926537.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -926568.875000 Penalty: 4535.894043
	Iteration 36Q: 3 clusters Score -926568.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -926596.250000 Penalty: 4535.894043
	Iteration 37Q: 3 clusters Score -926596.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -926633.062500 Penalty: 4535.894043
	Iteration 38Q: 3 clusters Score -926633.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -926670.312500 Penalty: 4535.894043
	Iteration 39Q: 3 clusters Score -926670.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -926697.500000 Penalty: 4535.894043
	Iteration 40F: 3 clusters Score -926697.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -926721.750000 Penalty: 4535.894043
	Iteration 41Q: 3 clusters Score -926721.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -926752.000000 Penalty: 4535.894043
	Iteration 42Q: 3 clusters Score -926752 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -926792.500000 Penalty: 4535.894043
	Iteration 43Q: 3 clusters Score -926792.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -926830.562500 Penalty: 4535.894043
	Iteration 44Q: 3 clusters Score -926830.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -926866.812500 Penalty: 4535.894043
	Iteration 45Q: 3 clusters Score -926866.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -926894.062500 Penalty: 4535.894043
	Iteration 46Q: 3 clusters Score -926894.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -926918.125000 Penalty: 4535.894043
	Iteration 47Q: 3 clusters Score -926918.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -926941.062500 Penalty: 4535.894043
	Iteration 48Q: 3 clusters Score -926941.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -926966.250000 Penalty: 4535.894043
	Iteration 49Q: 3 clusters Score -926966.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -926984.875000 Penalty: 4535.894043
	Iteration 50Q: 3 clusters Score -926984.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -927000.062500 Penalty: 4535.894043
	Iteration 51Q: 3 clusters Score -927000.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -927014.125000 Penalty: 4535.894043
	Iteration 52Q: 3 clusters Score -927014.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -927028.250000 Penalty: 4535.894043
	Iteration 53Q: 3 clusters Score -927028.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -927036.812500 Penalty: 4535.894043
	Iteration 54Q: 3 clusters Score -927036.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -927043.812500 Penalty: 4535.894043
	Iteration 55Q: 3 clusters Score -927043.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -927049.125000 Penalty: 4535.894043
	Iteration 56Q: 3 clusters Score -927049.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -927054.250000 Penalty: 4535.894043
	Iteration 57Q: 3 clusters Score -927054.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -927060.312500 Penalty: 4535.894043
	Iteration 58Q: 3 clusters Score -927060.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -927068.812500 Penalty: 4535.894043
	Iteration 59Q: 3 clusters Score -927068.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -927073.187500 Penalty: 4535.894043
	Iteration 60F: 3 clusters Score -927073.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -927079.937500 Penalty: 4535.894043
	Iteration 61Q: 3 clusters Score -927079.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -927080.562500 Penalty: 4535.894043
	Iteration 62Q: 3 clusters Score -927080.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -927087.000000 Penalty: 4535.894043
	Iteration 63Q: 3 clusters Score -927087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -927092.437500 Penalty: 4535.894043
	Iteration 64Q: 3 clusters Score -927092.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -927094.000000 Penalty: 4535.894043
	Iteration 65Q: 3 clusters Score -927094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -927097.687500 Penalty: 4535.894043
	Iteration 66Q: 3 clusters Score -927097.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -927101.000000 Penalty: 4535.894043
	Iteration 67Q: 3 clusters Score -927101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -927103.500000 Penalty: 4535.894043
	Iteration 68Q: 3 clusters Score -927103.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -927109.312500 Penalty: 4535.894043
	Iteration 69Q: 3 clusters Score -927109.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -927116.000000 Penalty: 4535.894043
	Iteration 70Q: 3 clusters Score -927116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -927121.187500 Penalty: 4535.894043
	Iteration 71Q: 3 clusters Score -927121.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -927122.250000 Penalty: 4535.894043
	Iteration 72Q: 3 clusters Score -927122.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -927125.062500 Penalty: 4535.894043
	Iteration 73Q: 3 clusters Score -927125.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -927128.875000 Penalty: 4535.894043
	Iteration 74Q: 3 clusters Score -927128.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -927131.437500 Penalty: 4535.894043
	Iteration 75Q: 3 clusters Score -927131.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -927129.312500 Penalty: 4535.894043
	Iteration 76Q: 3 clusters Score -927129.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -927134.437500 Penalty: 4535.894043
	Iteration 77Q: 3 clusters Score -927134.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -927137.812500 Penalty: 4535.894043
	Iteration 78Q: 3 clusters Score -927137.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -927137.500000 Penalty: 4535.894043
	Iteration 79Q: 3 clusters Score -927137.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -927137.937500 Penalty: 4535.894043
	Iteration 80F: 3 clusters Score -927137.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -927138.312500 Penalty: 4535.894043
	Iteration 81Q: 3 clusters Score -927138.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -927147.437500 Penalty: 4535.894043
	Iteration 82Q: 3 clusters Score -927147.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -927152.375000 Penalty: 4535.894043
	Iteration 83Q: 3 clusters Score -927152.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -927157.000000 Penalty: 4535.894043
	Iteration 84Q: 3 clusters Score -927157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -927163.125000 Penalty: 4535.894043
	Iteration 85Q: 3 clusters Score -927163.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -927166.500000 Penalty: 4535.894043
	Iteration 86Q: 3 clusters Score -927166.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -927176.375000 Penalty: 4535.894043
	Iteration 87Q: 3 clusters Score -927176.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -927178.312500 Penalty: 4535.894043
	Iteration 88Q: 3 clusters Score -927178.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -927188.250000 Penalty: 4535.894043
	Iteration 89Q: 3 clusters Score -927188.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -927192.562500 Penalty: 4535.894043
	Iteration 90Q: 3 clusters Score -927192.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -927199.437500 Penalty: 4535.894043
	Iteration 91Q: 3 clusters Score -927199.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -927205.187500 Penalty: 4535.894043
	Iteration 92Q: 3 clusters Score -927205.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -927203.625000 Penalty: 4535.894043
	Iteration 93Q: 3 clusters Score -927203.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -927207.500000 Penalty: 4535.894043
	Iteration 94Q: 3 clusters Score -927207.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -927210.437500 Penalty: 4535.894043
	Iteration 95Q: 3 clusters Score -927210.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -927213.250000 Penalty: 4535.894043
	Iteration 96Q: 3 clusters Score -927213.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -927212.437500 Penalty: 4535.894043
	Iteration 97Q: 3 clusters Score -927212.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -927212.625000 Penalty: 4535.894043
	Iteration 98Q: 3 clusters Score -927212.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -927213.437500 Penalty: 4535.894043
	Iteration 99Q: 3 clusters Score -927213.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -927213.437500 Penalty: 4535.894043
	Iteration 100F: 3 clusters Score -927213.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Entering Unmasked Estep 
Score: -317994.843750 Penalty: 2002.744507
	Iteration 0F: 2 clusters Score -317994.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -314637.156250 Penalty: 4005.489014
	Iteration 0F: 3 clusters Score -314637.2 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -315336.062500 Penalty: 4005.489014
	Iteration 1F: 3 clusters Score -315336.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -315586.375000 Penalty: 4005.489014
	Iteration 2F: 3 clusters Score -315586.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -315778.718750 Penalty: 4005.489014
	Iteration 3F: 3 clusters Score -315778.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -315915.812500 Penalty: 4005.489014
	Iteration 4Q: 3 clusters Score -315915.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -316011.750000 Penalty: 4005.489014
	Iteration 5Q: 3 clusters Score -316011.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -316085.187500 Penalty: 4005.489014
	Iteration 6Q: 3 clusters Score -316085.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -316136.812500 Penalty: 4005.489014
	Iteration 7Q: 3 clusters Score -316136.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -316174.875000 Penalty: 4005.489014
	Iteration 8Q: 3 clusters Score -316174.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -316203.843750 Penalty: 4005.489014
	Iteration 9Q: 3 clusters Score -316203.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -316229.468750 Penalty: 4005.489014
	Iteration 10Q: 3 clusters Score -316229.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -316267.312500 Penalty: 4005.489014
	Iteration 11Q: 3 clusters Score -316267.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -316300.937500 Penalty: 4005.489014
	Iteration 12Q: 3 clusters Score -316300.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -316341.187500 Penalty: 4005.489014
	Iteration 13Q: 3 clusters Score -316341.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -316393.562500 Penalty: 4005.489014
	Iteration 14Q: 3 clusters Score -316393.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -316429.656250 Penalty: 4005.489014
	Iteration 15Q: 3 clusters Score -316429.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -316458.718750 Penalty: 4005.489014
	Iteration 16Q: 3 clusters Score -316458.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -316483.843750 Penalty: 4005.489014
	Iteration 17Q: 3 clusters Score -316483.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -316510.093750 Penalty: 4005.489014
	Iteration 18Q: 3 clusters Score -316510.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -316536.250000 Penalty: 4005.489014
	Iteration 19Q: 3 clusters Score -316536.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -316558.937500 Penalty: 4005.489014
	Iteration 20F: 3 clusters Score -316558.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -316588.281250 Penalty: 4005.489014
	Iteration 21Q: 3 clusters Score -316588.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -316612.406250 Penalty: 4005.489014
	Iteration 22Q: 3 clusters Score -316612.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -316635.031250 Penalty: 4005.489014
	Iteration 23Q: 3 clusters Score -316635 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -316656.406250 Penalty: 4005.489014
	Iteration 24Q: 3 clusters Score -316656.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -316684.093750 Penalty: 4005.489014
	Iteration 25Q: 3 clusters Score -316684.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -316712.062500 Penalty: 4005.489014
	Iteration 26Q: 3 clusters Score -316712.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -316739.562500 Penalty: 4005.489014
	Iteration 27Q: 3 clusters Score -316739.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -316762.312500 Penalty: 4005.489014
	Iteration 28Q: 3 clusters Score -316762.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -316782.312500 Penalty: 4005.489014
	Iteration 29Q: 3 clusters Score -316782.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -316801.406250 Penalty: 4005.489014
	Iteration 30Q: 3 clusters Score -316801.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -316815.906250 Penalty: 4005.489014
	Iteration 31Q: 3 clusters Score -316815.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -316840.593750 Penalty: 4005.489014
	Iteration 32Q: 3 clusters Score -316840.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -316870.000000 Penalty: 4005.489014
	Iteration 33Q: 3 clusters Score -316870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -316892.843750 Penalty: 4005.489014
	Iteration 34Q: 3 clusters Score -316892.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -316912.687500 Penalty: 4005.489014
	Iteration 35Q: 3 clusters Score -316912.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -316927.531250 Penalty: 4005.489014
	Iteration 36Q: 3 clusters Score -316927.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -316940.187500 Penalty: 4005.489014
	Iteration 37Q: 3 clusters Score -316940.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -316952.781250 Penalty: 4005.489014
	Iteration 38Q: 3 clusters Score -316952.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -316974.750000 Penalty: 4005.489014
	Iteration 39Q: 3 clusters Score -316974.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -316997.875000 Penalty: 4005.489014
	Iteration 40F: 3 clusters Score -316997.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -317026.000000 Penalty: 4005.489014
	Iteration 41Q: 3 clusters Score -317026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -317048.937500 Penalty: 4005.489014
	Iteration 42Q: 3 clusters Score -317048.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -317062.062500 Penalty: 4005.489014
	Iteration 43Q: 3 clusters Score -317062.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -317071.812500 Penalty: 4005.489014
	Iteration 44Q: 3 clusters Score -317071.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -317076.906250 Penalty: 4005.489014
	Iteration 45Q: 3 clusters Score -317076.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -317080.906250 Penalty: 4005.489014
	Iteration 46Q: 3 clusters Score -317080.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -317089.843750 Penalty: 4005.489014
	Iteration 47Q: 3 clusters Score -317089.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -317098.531250 Penalty: 4005.489014
	Iteration 48Q: 3 clusters Score -317098.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -317104.375000 Penalty: 4005.489014
	Iteration 49Q: 3 clusters Score -317104.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -317116.531250 Penalty: 4005.489014
	Iteration 50Q: 3 clusters Score -317116.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -317127.468750 Penalty: 4005.489014
	Iteration 51Q: 3 clusters Score -317127.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -317130.843750 Penalty: 4005.489014
	Iteration 52Q: 3 clusters Score -317130.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -317133.125000 Penalty: 4005.489014
	Iteration 53Q: 3 clusters Score -317133.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -317134.437500 Penalty: 4005.489014
	Iteration 54Q: 3 clusters Score -317134.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -317134.437500 Penalty: 4005.489014
	Iteration 55Q: 3 clusters Score -317134.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -317134.437500 Penalty: 4005.489014
	Iteration 56F: 3 clusters Score -317134.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Entering Unmasked Estep 
Score: -1007053.062500 Penalty: 2269.293701
	Iteration 0F: 2 clusters Score -1007053 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 4631 members 
Entering Unmasked Estep 
Score: -999751.687500 Penalty: 4538.587402
	Iteration 0F: 3 clusters Score -999751.7 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1001925.312500 Penalty: 4538.587402
	Iteration 1F: 3 clusters Score -1001925 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1002292.125000 Penalty: 4538.587402
	Iteration 2F: 3 clusters Score -1002292 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1002578.625000 Penalty: 4538.587402
	Iteration 3F: 3 clusters Score -1002579 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1002826.562500 Penalty: 4538.587402
	Iteration 4Q: 3 clusters Score -1002827 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1003040.000000 Penalty: 4538.587402
	Iteration 5Q: 3 clusters Score -1003040 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1003236.375000 Penalty: 4538.587402
	Iteration 6Q: 3 clusters Score -1003236 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1003398.187500 Penalty: 4538.587402
	Iteration 7Q: 3 clusters Score -1003398 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1003534.062500 Penalty: 4538.587402
	Iteration 8Q: 3 clusters Score -1003534 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1003662.000000 Penalty: 4538.587402
	Iteration 9Q: 3 clusters Score -1003662 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1003777.687500 Penalty: 4538.587402
	Iteration 10Q: 3 clusters Score -1003778 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1003886.250000 Penalty: 4538.587402
	Iteration 11Q: 3 clusters Score -1003886 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1003995.812500 Penalty: 4538.587402
	Iteration 12Q: 3 clusters Score -1003996 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1004103.875000 Penalty: 4538.587402
	Iteration 13Q: 3 clusters Score -1004104 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1004216.562500 Penalty: 4538.587402
	Iteration 14Q: 3 clusters Score -1004217 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1004326.687500 Penalty: 4538.587402
	Iteration 15Q: 3 clusters Score -1004327 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1004430.125000 Penalty: 4538.587402
	Iteration 16Q: 3 clusters Score -1004430 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1004528.437500 Penalty: 4538.587402
	Iteration 17Q: 3 clusters Score -1004528 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1004628.812500 Penalty: 4538.587402
	Iteration 18Q: 3 clusters Score -1004629 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1004722.875000 Penalty: 4538.587402
	Iteration 19Q: 3 clusters Score -1004723 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1004819.875000 Penalty: 4538.587402
	Iteration 20F: 3 clusters Score -1004820 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1004906.625000 Penalty: 4538.587402
	Iteration 21Q: 3 clusters Score -1004907 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1004987.500000 Penalty: 4538.587402
	Iteration 22Q: 3 clusters Score -1004988 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1005041.375000 Penalty: 4538.587402
	Iteration 23Q: 3 clusters Score -1005041 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1005086.000000 Penalty: 4538.587402
	Iteration 24Q: 3 clusters Score -1005086 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1005141.812500 Penalty: 4538.587402
	Iteration 25Q: 3 clusters Score -1005142 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1005190.562500 Penalty: 4538.587402
	Iteration 26Q: 3 clusters Score -1005191 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1005236.062500 Penalty: 4538.587402
	Iteration 27Q: 3 clusters Score -1005236 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1005277.687500 Penalty: 4538.587402
	Iteration 28Q: 3 clusters Score -1005278 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1005329.562500 Penalty: 4538.587402
	Iteration 29Q: 3 clusters Score -1005330 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1005389.000000 Penalty: 4538.587402
	Iteration 30Q: 3 clusters Score -1005389 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1005439.937500 Penalty: 4538.587402
	Iteration 31Q: 3 clusters Score -1005440 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1005474.937500 Penalty: 4538.587402
	Iteration 32Q: 3 clusters Score -1005475 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1005508.500000 Penalty: 4538.587402
	Iteration 33Q: 3 clusters Score -1005508 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1005530.625000 Penalty: 4538.587402
	Iteration 34Q: 3 clusters Score -1005531 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1005548.187500 Penalty: 4538.587402
	Iteration 35Q: 3 clusters Score -1005548 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1005562.562500 Penalty: 4538.587402
	Iteration 36Q: 3 clusters Score -1005563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1005568.875000 Penalty: 4538.587402
	Iteration 37Q: 3 clusters Score -1005569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1005575.562500 Penalty: 4538.587402
	Iteration 38Q: 3 clusters Score -1005576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1005582.437500 Penalty: 4538.587402
	Iteration 39Q: 3 clusters Score -1005582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1005584.375000 Penalty: 4538.587402
	Iteration 40F: 3 clusters Score -1005584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1005585.562500 Penalty: 4538.587402
	Iteration 41Q: 3 clusters Score -1005586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1005586.812500 Penalty: 4538.587402
	Iteration 42Q: 3 clusters Score -1005587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1005587.812500 Penalty: 4538.587402
	Iteration 43Q: 3 clusters Score -1005588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1005591.375000 Penalty: 4538.587402
	Iteration 44Q: 3 clusters Score -1005591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1005592.250000 Penalty: 4538.587402
	Iteration 45Q: 3 clusters Score -1005592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1005593.312500 Penalty: 4538.587402
	Iteration 46Q: 3 clusters Score -1005593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1005594.562500 Penalty: 4538.587402
	Iteration 47Q: 3 clusters Score -1005595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1005596.187500 Penalty: 4538.587402
	Iteration 48Q: 3 clusters Score -1005596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1005595.187500 Penalty: 4538.587402
	Iteration 49Q: 3 clusters Score -1005595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1005595.187500 Penalty: 4538.587402
	Iteration 50F: 3 clusters Score -1005595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Entering Unmasked Estep 
Score: -2603016.750000 Penalty: 2500.431885
	Iteration 0F: 2 clusters Score -2603017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2586432.750000 Penalty: 5000.863770
	Iteration 0F: 3 clusters Score -2586433 nChanged 10560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2592224.250000 Penalty: 5000.863770
	Iteration 1F: 3 clusters Score -2592224 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2592627.000000 Penalty: 5000.863770
	Iteration 2F: 3 clusters Score -2592627 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -2592972.750000 Penalty: 5000.863770
	Iteration 3Q: 3 clusters Score -2592973 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2593290.250000 Penalty: 5000.863770
	Iteration 4Q: 3 clusters Score -2593290 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2593631.750000 Penalty: 5000.863770
	Iteration 5Q: 3 clusters Score -2593632 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2594161.500000 Penalty: 5000.863770
	Iteration 6Q: 3 clusters Score -2594162 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2595013.000000 Penalty: 5000.863770
	Iteration 7F: 3 clusters Score -2595013 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2596230.500000 Penalty: 5000.863770
	Iteration 8F: 3 clusters Score -2596230 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2597625.500000 Penalty: 5000.863770
	Iteration 9F: 3 clusters Score -2597626 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2598735.250000 Penalty: 5000.863770
	Iteration 10F: 3 clusters Score -2598735 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2599523.500000 Penalty: 5000.863770
	Iteration 11F: 3 clusters Score -2599524 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2600032.500000 Penalty: 5000.863770
	Iteration 12Q: 3 clusters Score -2600032 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -2600350.250000 Penalty: 5000.863770
	Iteration 13Q: 3 clusters Score -2600350 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2600581.500000 Penalty: 5000.863770
	Iteration 14Q: 3 clusters Score -2600582 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -2600753.500000 Penalty: 5000.863770
	Iteration 15Q: 3 clusters Score -2600754 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -2600899.500000 Penalty: 5000.863770
	Iteration 16Q: 3 clusters Score -2600900 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2600995.750000 Penalty: 5000.863770
	Iteration 17Q: 3 clusters Score -2600996 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -2601084.500000 Penalty: 5000.863770
	Iteration 18Q: 3 clusters Score -2601084 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2601157.000000 Penalty: 5000.863770
	Iteration 19Q: 3 clusters Score -2601157 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2601195.250000 Penalty: 5000.863770
	Iteration 20F: 3 clusters Score -2601195 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2601240.750000 Penalty: 5000.863770
	Iteration 21Q: 3 clusters Score -2601241 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2601267.250000 Penalty: 5000.863770
	Iteration 22Q: 3 clusters Score -2601267 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -2601283.750000 Penalty: 5000.863770
	Iteration 23Q: 3 clusters Score -2601284 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -2601298.000000 Penalty: 5000.863770
	Iteration 24Q: 3 clusters Score -2601298 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -2601299.000000 Penalty: 5000.863770
	Iteration 25Q: 3 clusters Score -2601299 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2601311.000000 Penalty: 5000.863770
	Iteration 26Q: 3 clusters Score -2601311 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2601316.500000 Penalty: 5000.863770
	Iteration 27Q: 3 clusters Score -2601316 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2601323.000000 Penalty: 5000.863770
	Iteration 28Q: 3 clusters Score -2601323 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2601324.750000 Penalty: 5000.863770
	Iteration 29Q: 3 clusters Score -2601325 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2601333.750000 Penalty: 5000.863770
	Iteration 30Q: 3 clusters Score -2601334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2601339.000000 Penalty: 5000.863770
	Iteration 31Q: 3 clusters Score -2601339 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2601337.750000 Penalty: 5000.863770
	Iteration 32Q: 3 clusters Score -2601338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -2601334.000000 Penalty: 5000.863770
	Iteration 33Q: 3 clusters Score -2601334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2601335.500000 Penalty: 5000.863770
	Iteration 34Q: 3 clusters Score -2601336 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2601332.500000 Penalty: 5000.863770
	Iteration 35Q: 3 clusters Score -2601332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2601335.750000 Penalty: 5000.863770
	Iteration 36Q: 3 clusters Score -2601336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -2601338.250000 Penalty: 5000.863770
	Iteration 37Q: 3 clusters Score -2601338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -2601341.500000 Penalty: 5000.863770
	Iteration 38Q: 3 clusters Score -2601342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2601347.000000 Penalty: 5000.863770
	Iteration 39Q: 3 clusters Score -2601347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2601342.500000 Penalty: 5000.863770
	Iteration 40F: 3 clusters Score -2601342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -2601351.750000 Penalty: 5000.863770
	Iteration 41Q: 3 clusters Score -2601352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -2601352.750000 Penalty: 5000.863770
	Iteration 42Q: 3 clusters Score -2601353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -2601357.500000 Penalty: 5000.863770
	Iteration 43Q: 3 clusters Score -2601358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -2601356.250000 Penalty: 5000.863770
	Iteration 44Q: 3 clusters Score -2601356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2601352.500000 Penalty: 5000.863770
	Iteration 45Q: 3 clusters Score -2601352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -2601353.250000 Penalty: 5000.863770
	Iteration 46Q: 3 clusters Score -2601353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2601350.250000 Penalty: 5000.863770
	Iteration 47Q: 3 clusters Score -2601350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2601353.750000 Penalty: 5000.863770
	Iteration 48Q: 3 clusters Score -2601354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -2601351.250000 Penalty: 5000.863770
	Iteration 49Q: 3 clusters Score -2601351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2601351.000000 Penalty: 5000.863770
	Iteration 50Q: 3 clusters Score -2601351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2601359.750000 Penalty: 5000.863770
	Iteration 51Q: 3 clusters Score -2601360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2601356.000000 Penalty: 5000.863770
	Iteration 52Q: 3 clusters Score -2601356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -2601357.250000 Penalty: 5000.863770
	Iteration 53Q: 3 clusters Score -2601357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2601353.750000 Penalty: 5000.863770
	Iteration 54Q: 3 clusters Score -2601354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2601352.500000 Penalty: 5000.863770
	Iteration 55Q: 3 clusters Score -2601352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2601355.000000 Penalty: 5000.863770
	Iteration 56Q: 3 clusters Score -2601355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2601356.750000 Penalty: 5000.863770
	Iteration 57Q: 3 clusters Score -2601357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2601356.500000 Penalty: 5000.863770
	Iteration 58Q: 3 clusters Score -2601356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -2601357.000000 Penalty: 5000.863770
	Iteration 59Q: 3 clusters Score -2601357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -2601357.500000 Penalty: 5000.863770
	Iteration 60F: 3 clusters Score -2601358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2601354.500000 Penalty: 5000.863770
	Iteration 61Q: 3 clusters Score -2601354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2601356.750000 Penalty: 5000.863770
	Iteration 62Q: 3 clusters Score -2601357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2601359.500000 Penalty: 5000.863770
	Iteration 63Q: 3 clusters Score -2601360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2601357.750000 Penalty: 5000.863770
	Iteration 64Q: 3 clusters Score -2601358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2601357.000000 Penalty: 5000.863770
	Iteration 65Q: 3 clusters Score -2601357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2601357.500000 Penalty: 5000.863770
	Iteration 66Q: 3 clusters Score -2601358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2601357.750000 Penalty: 5000.863770
	Iteration 67Q: 3 clusters Score -2601358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2601357.500000 Penalty: 5000.863770
	Iteration 68Q: 3 clusters Score -2601358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2601357.500000 Penalty: 5000.863770
	Iteration 69F: 3 clusters Score -2601358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -109773.000000 Penalty: 1711.630859
	Iteration 0F: 2 clusters Score -109773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -107820.718750 Penalty: 3423.261719
	Iteration 0F: 3 clusters Score -107820.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -108082.320312 Penalty: 3423.261719
	Iteration 1F: 3 clusters Score -108082.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -108144.289062 Penalty: 3423.261719
	Iteration 2Q: 3 clusters Score -108144.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -108190.421875 Penalty: 3423.261719
	Iteration 3Q: 3 clusters Score -108190.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -108222.210938 Penalty: 3423.261719
	Iteration 4Q: 3 clusters Score -108222.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -108246.726562 Penalty: 3423.261719
	Iteration 5Q: 3 clusters Score -108246.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -108255.273438 Penalty: 3423.261719
	Iteration 6Q: 3 clusters Score -108255.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -108260.546875 Penalty: 3423.261719
	Iteration 7Q: 3 clusters Score -108260.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -108264.000000 Penalty: 3423.261719
	Iteration 8Q: 3 clusters Score -108264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -108266.546875 Penalty: 3423.261719
	Iteration 9Q: 3 clusters Score -108266.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -108269.828125 Penalty: 3423.261719
	Iteration 10Q: 3 clusters Score -108269.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -108273.453125 Penalty: 3423.261719
	Iteration 11Q: 3 clusters Score -108273.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -108278.898438 Penalty: 3423.261719
	Iteration 12Q: 3 clusters Score -108278.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -108282.304688 Penalty: 3423.261719
	Iteration 13Q: 3 clusters Score -108282.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -108286.601562 Penalty: 3423.261719
	Iteration 14Q: 3 clusters Score -108286.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -108290.382812 Penalty: 3423.261719
	Iteration 15Q: 3 clusters Score -108290.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -108292.101562 Penalty: 3423.261719
	Iteration 16Q: 3 clusters Score -108292.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -108292.742188 Penalty: 3423.261719
	Iteration 17Q: 3 clusters Score -108292.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -108292.742188 Penalty: 3423.261719
	Iteration 18F: 3 clusters Score -108292.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Entering Unmasked Estep 
Score: -2606542.500000 Penalty: 2499.403076
	Iteration 0F: 2 clusters Score -2606542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2589999.250000 Penalty: 4998.806152
	Iteration 0F: 3 clusters Score -2589999 nChanged 10687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2595744.250000 Penalty: 4998.806152
	Iteration 1F: 3 clusters Score -2595744 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -2596194.000000 Penalty: 4998.806152
	Iteration 2F: 3 clusters Score -2596194 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2596673.750000 Penalty: 4998.806152
	Iteration 3Q: 3 clusters Score -2596674 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2597208.500000 Penalty: 4998.806152
	Iteration 4Q: 3 clusters Score -2597208 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2597856.750000 Penalty: 4998.806152
	Iteration 5F: 3 clusters Score -2597857 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -2598639.750000 Penalty: 4998.806152
	Iteration 6F: 3 clusters Score -2598640 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -2599574.500000 Penalty: 4998.806152
	Iteration 7F: 3 clusters Score -2599574 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -2600598.250000 Penalty: 4998.806152
	Iteration 8F: 3 clusters Score -2600598 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2601537.250000 Penalty: 4998.806152
	Iteration 9F: 3 clusters Score -2601537 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2602421.500000 Penalty: 4998.806152
	Iteration 10Q: 3 clusters Score -2602422 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2603097.500000 Penalty: 4998.806152
	Iteration 11Q: 3 clusters Score -2603098 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2603590.000000 Penalty: 4998.806152
	Iteration 12Q: 3 clusters Score -2603590 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2603902.500000 Penalty: 4998.806152
	Iteration 13Q: 3 clusters Score -2603902 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2604099.000000 Penalty: 4998.806152
	Iteration 14Q: 3 clusters Score -2604099 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2604225.250000 Penalty: 4998.806152
	Iteration 15Q: 3 clusters Score -2604225 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2604309.500000 Penalty: 4998.806152
	Iteration 16Q: 3 clusters Score -2604310 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2604379.250000 Penalty: 4998.806152
	Iteration 17Q: 3 clusters Score -2604379 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2604430.000000 Penalty: 4998.806152
	Iteration 18Q: 3 clusters Score -2604430 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2604456.000000 Penalty: 4998.806152
	Iteration 19Q: 3 clusters Score -2604456 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2604482.500000 Penalty: 4998.806152
	Iteration 20F: 3 clusters Score -2604482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2604487.500000 Penalty: 4998.806152
	Iteration 21Q: 3 clusters Score -2604488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2604501.250000 Penalty: 4998.806152
	Iteration 22Q: 3 clusters Score -2604501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2604517.750000 Penalty: 4998.806152
	Iteration 23Q: 3 clusters Score -2604518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2604523.750000 Penalty: 4998.806152
	Iteration 24Q: 3 clusters Score -2604524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2604537.500000 Penalty: 4998.806152
	Iteration 25Q: 3 clusters Score -2604538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2604549.000000 Penalty: 4998.806152
	Iteration 26Q: 3 clusters Score -2604549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2604557.750000 Penalty: 4998.806152
	Iteration 27Q: 3 clusters Score -2604558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2604569.000000 Penalty: 4998.806152
	Iteration 28Q: 3 clusters Score -2604569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2604570.750000 Penalty: 4998.806152
	Iteration 29Q: 3 clusters Score -2604571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2604578.000000 Penalty: 4998.806152
	Iteration 30Q: 3 clusters Score -2604578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2604584.000000 Penalty: 4998.806152
	Iteration 31Q: 3 clusters Score -2604584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2604591.000000 Penalty: 4998.806152
	Iteration 32Q: 3 clusters Score -2604591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2604597.250000 Penalty: 4998.806152
	Iteration 33Q: 3 clusters Score -2604597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2604599.250000 Penalty: 4998.806152
	Iteration 34Q: 3 clusters Score -2604599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2604601.500000 Penalty: 4998.806152
	Iteration 35Q: 3 clusters Score -2604602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2604603.250000 Penalty: 4998.806152
	Iteration 36Q: 3 clusters Score -2604603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2604604.250000 Penalty: 4998.806152
	Iteration 37Q: 3 clusters Score -2604604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2604604.000000 Penalty: 4998.806152
	Iteration 38Q: 3 clusters Score -2604604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2604604.000000 Penalty: 4998.806152
	Iteration 39F: 3 clusters Score -2604604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Entering Unmasked Estep 
Score: -4170453.750000 Penalty: 2618.415527
	Iteration 0F: 2 clusters Score -4170454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -4144233.000000 Penalty: 5236.831055
	Iteration 0F: 3 clusters Score -4144233 nChanged 17667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -4154580.250000 Penalty: 5236.831055
	Iteration 1F: 3 clusters Score -4154580 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -4155992.250000 Penalty: 5236.831055
	Iteration 2F: 3 clusters Score -4155992 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -4157254.750000 Penalty: 5236.831055
	Iteration 3F: 3 clusters Score -4157255 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -4158471.000000 Penalty: 5236.831055
	Iteration 4F: 3 clusters Score -4158471 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -4159644.750000 Penalty: 5236.831055
	Iteration 5F: 3 clusters Score -4159645 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -4160787.750000 Penalty: 5236.831055
	Iteration 6F: 3 clusters Score -4160788 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -4161870.250000 Penalty: 5236.831055
	Iteration 7F: 3 clusters Score -4161870 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -4162891.500000 Penalty: 5236.831055
	Iteration 8F: 3 clusters Score -4162892 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -4163816.750000 Penalty: 5236.831055
	Iteration 9Q: 3 clusters Score -4163817 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -4164791.250000 Penalty: 5236.831055
	Iteration 10Q: 3 clusters Score -4164791 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -4165751.000000 Penalty: 5236.831055
	Iteration 11Q: 3 clusters Score -4165751 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -4166818.750000 Penalty: 5236.831055
	Iteration 12Q: 3 clusters Score -4166819 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -4168073.750000 Penalty: 5236.831055
	Iteration 13Q: 3 clusters Score -4168074 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -4169282.250000 Penalty: 5236.831055
	Iteration 14Q: 3 clusters Score -4169282 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -4170129.500000 Penalty: 5236.831055
	Iteration 15Q: 3 clusters Score -4170130 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -4170665.250000 Penalty: 5236.831055
	Iteration 16Q: 3 clusters Score -4170665 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -4170954.500000 Penalty: 5236.831055
	Iteration 17Q: 3 clusters Score -4170954 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -4171146.750000 Penalty: 5236.831055
	Iteration 18Q: 3 clusters Score -4171147 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -4171261.500000 Penalty: 5236.831055
	Iteration 19Q: 3 clusters Score -4171262 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -4171360.500000 Penalty: 5236.831055
	Iteration 20F: 3 clusters Score -4171360 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -4171447.500000 Penalty: 5236.831055
	Iteration 21Q: 3 clusters Score -4171448 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -4171508.000000 Penalty: 5236.831055
	Iteration 22Q: 3 clusters Score -4171508 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -4171555.250000 Penalty: 5236.831055
	Iteration 23Q: 3 clusters Score -4171555 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -4171605.500000 Penalty: 5236.831055
	Iteration 24Q: 3 clusters Score -4171606 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -4171650.750000 Penalty: 5236.831055
	Iteration 25Q: 3 clusters Score -4171651 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -4171671.750000 Penalty: 5236.831055
	Iteration 26Q: 3 clusters Score -4171672 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -4171686.750000 Penalty: 5236.831055
	Iteration 27Q: 3 clusters Score -4171687 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -4171707.750000 Penalty: 5236.831055
	Iteration 28Q: 3 clusters Score -4171708 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -4171731.000000 Penalty: 5236.831055
	Iteration 29Q: 3 clusters Score -4171731 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -4171740.000000 Penalty: 5236.831055
	Iteration 30Q: 3 clusters Score -4171740 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -4171737.500000 Penalty: 5236.831055
	Iteration 31Q: 3 clusters Score -4171738 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -4171761.500000 Penalty: 5236.831055
	Iteration 32Q: 3 clusters Score -4171762 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -4171783.250000 Penalty: 5236.831055
	Iteration 33Q: 3 clusters Score -4171783 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -4171808.000000 Penalty: 5236.831055
	Iteration 34Q: 3 clusters Score -4171808 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -4171827.750000 Penalty: 5236.831055
	Iteration 35Q: 3 clusters Score -4171828 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -4171841.000000 Penalty: 5236.831055
	Iteration 36Q: 3 clusters Score -4171841 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -4171876.250000 Penalty: 5236.831055
	Iteration 37Q: 3 clusters Score -4171876 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -4171929.000000 Penalty: 5236.831055
	Iteration 38Q: 3 clusters Score -4171929 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -4171966.000000 Penalty: 5236.831055
	Iteration 39Q: 3 clusters Score -4171966 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -4171999.000000 Penalty: 5236.831055
	Iteration 40F: 3 clusters Score -4171999 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -4172001.000000 Penalty: 5236.831055
	Iteration 41Q: 3 clusters Score -4172001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -4171999.750000 Penalty: 5236.831055
	Iteration 42Q: 3 clusters Score -4172000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -4172011.500000 Penalty: 5236.831055
	Iteration 43Q: 3 clusters Score -4172012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -4172007.250000 Penalty: 5236.831055
	Iteration 44Q: 3 clusters Score -4172007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -4172008.250000 Penalty: 5236.831055
	Iteration 45Q: 3 clusters Score -4172008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -4172008.250000 Penalty: 5236.831055
	Iteration 46F: 3 clusters Score -4172008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 22964 members 
Mstep: Class 3 contains 9367 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 9418 members 
Mstep: Class 6 contains 23918 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23819 members 
Mstep: Class 9 contains 2743 members 
Mstep: Class 10 contains 9135 members 
Mstep: Class 11 contains 5559 members 
Mstep: Class 12 contains 23044 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 20583 members 
Mstep: Class 15 contains 7690 members 
Mstep: Class 16 contains 91411 members 
Mstep: Class 17 contains 14784 members 
Mstep: Class 18 contains 8506 members 
Mstep: Class 19 contains 27307 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 13672 members 
Mstep: Class 23 contains 57124 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 8547 members 
Mstep: Class 26 contains 1736 members 
Mstep: Class 27 contains 53222 members 
Mstep: Class 28 contains 44009 members 
Mstep: Class 29 contains 19628 members 
Mstep: Class 30 contains 13438 members 
Mstep: Class 31 contains 27660 members 
Mstep: Class 32 contains 12893 members 
Mstep: Class 33 contains 10848 members 
Mstep: Class 34 contains 15165 members 
Mstep: Class 35 contains 12090 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Mstep: Class 38 contains 35746 members 
Entering Unmasked Estep 
Score: -64711616.000000 Penalty: 126111.687500
Splitting cluster 9 changes total score from -64710476.000000 to -64711616.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 10 (9135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Entering Unmasked Estep 
Score: -869295.062500 Penalty: 2261.727295
	Iteration 0F: 2 clusters Score -869295.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -862184.312500 Penalty: 4523.454590
	Iteration 0F: 3 clusters Score -862184.3 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -864383.812500 Penalty: 4523.454590
	Iteration 1F: 3 clusters Score -864383.8 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -864781.937500 Penalty: 4523.454590
	Iteration 2F: 3 clusters Score -864781.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -865078.875000 Penalty: 4523.454590
	Iteration 3F: 3 clusters Score -865078.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -865327.375000 Penalty: 4523.454590
	Iteration 4Q: 3 clusters Score -865327.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -865531.125000 Penalty: 4523.454590
	Iteration 5Q: 3 clusters Score -865531.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -865702.875000 Penalty: 4523.454590
	Iteration 6Q: 3 clusters Score -865702.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -865852.500000 Penalty: 4523.454590
	Iteration 7Q: 3 clusters Score -865852.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -865997.937500 Penalty: 4523.454590
	Iteration 8Q: 3 clusters Score -865997.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -866131.437500 Penalty: 4523.454590
	Iteration 9Q: 3 clusters Score -866131.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -866259.687500 Penalty: 4523.454590
	Iteration 10Q: 3 clusters Score -866259.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -866384.375000 Penalty: 4523.454590
	Iteration 11Q: 3 clusters Score -866384.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -866490.125000 Penalty: 4523.454590
	Iteration 12Q: 3 clusters Score -866490.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -866601.062500 Penalty: 4523.454590
	Iteration 13Q: 3 clusters Score -866601.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -866692.437500 Penalty: 4523.454590
	Iteration 14Q: 3 clusters Score -866692.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -866791.687500 Penalty: 4523.454590
	Iteration 15Q: 3 clusters Score -866791.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -866888.625000 Penalty: 4523.454590
	Iteration 16Q: 3 clusters Score -866888.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -866999.187500 Penalty: 4523.454590
	Iteration 17Q: 3 clusters Score -866999.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -867103.937500 Penalty: 4523.454590
	Iteration 18Q: 3 clusters Score -867103.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -867229.750000 Penalty: 4523.454590
	Iteration 19Q: 3 clusters Score -867229.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -867356.437500 Penalty: 4523.454590
	Iteration 20F: 3 clusters Score -867356.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -867484.250000 Penalty: 4523.454590
	Iteration 21Q: 3 clusters Score -867484.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -867581.250000 Penalty: 4523.454590
	Iteration 22Q: 3 clusters Score -867581.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -867682.000000 Penalty: 4523.454590
	Iteration 23Q: 3 clusters Score -867682 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -867771.687500 Penalty: 4523.454590
	Iteration 24Q: 3 clusters Score -867771.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -867853.687500 Penalty: 4523.454590
	Iteration 25Q: 3 clusters Score -867853.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -867905.125000 Penalty: 4523.454590
	Iteration 26Q: 3 clusters Score -867905.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -867946.000000 Penalty: 4523.454590
	Iteration 27Q: 3 clusters Score -867946 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -867984.375000 Penalty: 4523.454590
	Iteration 28Q: 3 clusters Score -867984.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -868015.750000 Penalty: 4523.454590
	Iteration 29Q: 3 clusters Score -868015.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -868043.812500 Penalty: 4523.454590
	Iteration 30Q: 3 clusters Score -868043.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -868074.875000 Penalty: 4523.454590
	Iteration 31Q: 3 clusters Score -868074.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -868100.062500 Penalty: 4523.454590
	Iteration 32Q: 3 clusters Score -868100.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -868117.687500 Penalty: 4523.454590
	Iteration 33Q: 3 clusters Score -868117.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -868131.875000 Penalty: 4523.454590
	Iteration 34Q: 3 clusters Score -868131.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -868146.187500 Penalty: 4523.454590
	Iteration 35Q: 3 clusters Score -868146.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -868156.625000 Penalty: 4523.454590
	Iteration 36Q: 3 clusters Score -868156.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -868166.750000 Penalty: 4523.454590
	Iteration 37Q: 3 clusters Score -868166.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -868173.750000 Penalty: 4523.454590
	Iteration 38Q: 3 clusters Score -868173.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -868176.750000 Penalty: 4523.454590
	Iteration 39Q: 3 clusters Score -868176.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -868181.375000 Penalty: 4523.454590
	Iteration 40F: 3 clusters Score -868181.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -868185.187500 Penalty: 4523.454590
	Iteration 41Q: 3 clusters Score -868185.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -868190.312500 Penalty: 4523.454590
	Iteration 42Q: 3 clusters Score -868190.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -868193.750000 Penalty: 4523.454590
	Iteration 43Q: 3 clusters Score -868193.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -868193.625000 Penalty: 4523.454590
	Iteration 44Q: 3 clusters Score -868193.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -868195.250000 Penalty: 4523.454590
	Iteration 45Q: 3 clusters Score -868195.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -868196.000000 Penalty: 4523.454590
	Iteration 46Q: 3 clusters Score -868196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -868197.375000 Penalty: 4523.454590
	Iteration 47Q: 3 clusters Score -868197.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -868198.875000 Penalty: 4523.454590
	Iteration 48Q: 3 clusters Score -868198.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -868201.437500 Penalty: 4523.454590
	Iteration 49Q: 3 clusters Score -868201.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -868202.375000 Penalty: 4523.454590
	Iteration 50Q: 3 clusters Score -868202.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -868204.500000 Penalty: 4523.454590
	Iteration 51Q: 3 clusters Score -868204.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -868206.625000 Penalty: 4523.454590
	Iteration 52Q: 3 clusters Score -868206.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -868207.812500 Penalty: 4523.454590
	Iteration 53Q: 3 clusters Score -868207.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -868210.000000 Penalty: 4523.454590
	Iteration 54Q: 3 clusters Score -868210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -868210.437500 Penalty: 4523.454590
	Iteration 55Q: 3 clusters Score -868210.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -868211.812500 Penalty: 4523.454590
	Iteration 56Q: 3 clusters Score -868211.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -868214.375000 Penalty: 4523.454590
	Iteration 57Q: 3 clusters Score -868214.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -868214.562500 Penalty: 4523.454590
	Iteration 58Q: 3 clusters Score -868214.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -868215.937500 Penalty: 4523.454590
	Iteration 59Q: 3 clusters Score -868215.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -868216.750000 Penalty: 4523.454590
	Iteration 60F: 3 clusters Score -868216.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -868216.125000 Penalty: 4523.454590
	Iteration 61Q: 3 clusters Score -868216.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -868216.125000 Penalty: 4523.454590
	Iteration 62Q: 3 clusters Score -868216.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -868217.312500 Penalty: 4523.454590
	Iteration 63Q: 3 clusters Score -868217.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -868217.625000 Penalty: 4523.454590
	Iteration 64Q: 3 clusters Score -868217.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -868219.500000 Penalty: 4523.454590
	Iteration 65Q: 3 clusters Score -868219.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -868217.437500 Penalty: 4523.454590
	Iteration 66Q: 3 clusters Score -868217.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -868217.937500 Penalty: 4523.454590
	Iteration 67Q: 3 clusters Score -868217.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -868218.125000 Penalty: 4523.454590
	Iteration 68Q: 3 clusters Score -868218.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -868217.187500 Penalty: 4523.454590
	Iteration 69Q: 3 clusters Score -868217.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -868218.000000 Penalty: 4523.454590
	Iteration 70Q: 3 clusters Score -868218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -868218.562500 Penalty: 4523.454590
	Iteration 71Q: 3 clusters Score -868218.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -868220.625000 Penalty: 4523.454590
	Iteration 72Q: 3 clusters Score -868220.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -868218.625000 Penalty: 4523.454590
	Iteration 73Q: 3 clusters Score -868218.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -868219.187500 Penalty: 4523.454590
	Iteration 74Q: 3 clusters Score -868219.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -868219.187500 Penalty: 4523.454590
	Iteration 75F: 3 clusters Score -868219.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Entering Unmasked Estep 
Score: -543227.875000 Penalty: 2138.547119
	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 2827 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -538376.812500 Penalty: 4277.094238
	Iteration 0F: 3 clusters Score -538376.8 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -539620.937500 Penalty: 4277.094238
	Iteration 1F: 3 clusters Score -539620.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -539869.250000 Penalty: 4277.094238
	Iteration 2F: 3 clusters Score -539869.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -540073.625000 Penalty: 4277.094238
	Iteration 3F: 3 clusters Score -540073.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -540230.062500 Penalty: 4277.094238
	Iteration 4Q: 3 clusters Score -540230.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -540348.437500 Penalty: 4277.094238
	Iteration 5Q: 3 clusters Score -540348.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -540466.562500 Penalty: 4277.094238
	Iteration 6Q: 3 clusters Score -540466.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -540584.750000 Penalty: 4277.094238
	Iteration 7Q: 3 clusters Score -540584.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -540701.875000 Penalty: 4277.094238
	Iteration 8Q: 3 clusters Score -540701.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -540826.062500 Penalty: 4277.094238
	Iteration 9Q: 3 clusters Score -540826.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -540941.437500 Penalty: 4277.094238
	Iteration 10Q: 3 clusters Score -540941.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -541068.000000 Penalty: 4277.094238
	Iteration 11Q: 3 clusters Score -541068 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -541204.000000 Penalty: 4277.094238
	Iteration 12Q: 3 clusters Score -541204 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -541334.562500 Penalty: 4277.094238
	Iteration 13Q: 3 clusters Score -541334.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -541440.187500 Penalty: 4277.094238
	Iteration 14Q: 3 clusters Score -541440.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -541503.625000 Penalty: 4277.094238
	Iteration 15Q: 3 clusters Score -541503.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -541559.312500 Penalty: 4277.094238
	Iteration 16Q: 3 clusters Score -541559.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -541629.187500 Penalty: 4277.094238
	Iteration 17Q: 3 clusters Score -541629.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -541692.437500 Penalty: 4277.094238
	Iteration 18Q: 3 clusters Score -541692.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -541743.437500 Penalty: 4277.094238
	Iteration 19Q: 3 clusters Score -541743.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -541779.562500 Penalty: 4277.094238
	Iteration 20F: 3 clusters Score -541779.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -541806.437500 Penalty: 4277.094238
	Iteration 21Q: 3 clusters Score -541806.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -541825.875000 Penalty: 4277.094238
	Iteration 22Q: 3 clusters Score -541825.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -541842.250000 Penalty: 4277.094238
	Iteration 23Q: 3 clusters Score -541842.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -541857.812500 Penalty: 4277.094238
	Iteration 24Q: 3 clusters Score -541857.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -541870.937500 Penalty: 4277.094238
	Iteration 25Q: 3 clusters Score -541870.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -541879.312500 Penalty: 4277.094238
	Iteration 26Q: 3 clusters Score -541879.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -541889.437500 Penalty: 4277.094238
	Iteration 27Q: 3 clusters Score -541889.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -541898.812500 Penalty: 4277.094238
	Iteration 28Q: 3 clusters Score -541898.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -541902.375000 Penalty: 4277.094238
	Iteration 29Q: 3 clusters Score -541902.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -541904.062500 Penalty: 4277.094238
	Iteration 30Q: 3 clusters Score -541904.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -541905.875000 Penalty: 4277.094238
	Iteration 31Q: 3 clusters Score -541905.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -541905.562500 Penalty: 4277.094238
	Iteration 32Q: 3 clusters Score -541905.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -541907.000000 Penalty: 4277.094238
	Iteration 33Q: 3 clusters Score -541907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -541907.000000 Penalty: 4277.094238
	Iteration 34F: 3 clusters Score -541907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Entering Unmasked Estep 
Score: -2469973.750000 Penalty: 2491.199707
	Iteration 0F: 2 clusters Score -2469974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2454031.000000 Penalty: 4982.399414
	Iteration 0F: 3 clusters Score -2454031 nChanged 10265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2460091.250000 Penalty: 4982.399414
	Iteration 1F: 3 clusters Score -2460091 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2461403.000000 Penalty: 4982.399414
	Iteration 2F: 3 clusters Score -2461403 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2463133.500000 Penalty: 4982.399414
	Iteration 3F: 3 clusters Score -2463134 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2464956.750000 Penalty: 4982.399414
	Iteration 4F: 3 clusters Score -2464957 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -2466523.000000 Penalty: 4982.399414
	Iteration 5F: 3 clusters Score -2466523 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2467713.250000 Penalty: 4982.399414
	Iteration 6F: 3 clusters Score -2467713 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2468626.500000 Penalty: 4982.399414
	Iteration 7F: 3 clusters Score -2468626 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2469335.000000 Penalty: 4982.399414
	Iteration 8Q: 3 clusters Score -2469335 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2469952.500000 Penalty: 4982.399414
	Iteration 9Q: 3 clusters Score -2469952 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2470561.750000 Penalty: 4982.399414
	Iteration 10Q: 3 clusters Score -2470562 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2471083.000000 Penalty: 4982.399414
	Iteration 11Q: 3 clusters Score -2471083 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2471476.750000 Penalty: 4982.399414
	Iteration 12Q: 3 clusters Score -2471477 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2471760.500000 Penalty: 4982.399414
	Iteration 13Q: 3 clusters Score -2471760 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2471947.500000 Penalty: 4982.399414
	Iteration 14Q: 3 clusters Score -2471948 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -2472082.500000 Penalty: 4982.399414
	Iteration 15Q: 3 clusters Score -2472082 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2472169.250000 Penalty: 4982.399414
	Iteration 16Q: 3 clusters Score -2472169 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2472230.750000 Penalty: 4982.399414
	Iteration 17Q: 3 clusters Score -2472231 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2472269.750000 Penalty: 4982.399414
	Iteration 18Q: 3 clusters Score -2472270 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -2472287.000000 Penalty: 4982.399414
	Iteration 19Q: 3 clusters Score -2472287 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2472317.500000 Penalty: 4982.399414
	Iteration 20F: 3 clusters Score -2472318 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2472330.750000 Penalty: 4982.399414
	Iteration 21Q: 3 clusters Score -2472331 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -2472342.500000 Penalty: 4982.399414
	Iteration 22Q: 3 clusters Score -2472342 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2472349.750000 Penalty: 4982.399414
	Iteration 23Q: 3 clusters Score -2472350 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2472359.000000 Penalty: 4982.399414
	Iteration 24Q: 3 clusters Score -2472359 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -2472374.250000 Penalty: 4982.399414
	Iteration 25Q: 3 clusters Score -2472374 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2472377.750000 Penalty: 4982.399414
	Iteration 26Q: 3 clusters Score -2472378 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -2472377.000000 Penalty: 4982.399414
	Iteration 27Q: 3 clusters Score -2472377 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2472383.000000 Penalty: 4982.399414
	Iteration 28Q: 3 clusters Score -2472383 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2472391.250000 Penalty: 4982.399414
	Iteration 29Q: 3 clusters Score -2472391 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2472401.500000 Penalty: 4982.399414
	Iteration 30Q: 3 clusters Score -2472402 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2472408.250000 Penalty: 4982.399414
	Iteration 31Q: 3 clusters Score -2472408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2472408.500000 Penalty: 4982.399414
	Iteration 32Q: 3 clusters Score -2472408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2472405.750000 Penalty: 4982.399414
	Iteration 33Q: 3 clusters Score -2472406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -2472412.000000 Penalty: 4982.399414
	Iteration 34Q: 3 clusters Score -2472412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2472409.750000 Penalty: 4982.399414
	Iteration 35Q: 3 clusters Score -2472410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2472411.000000 Penalty: 4982.399414
	Iteration 36Q: 3 clusters Score -2472411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2472412.000000 Penalty: 4982.399414
	Iteration 37Q: 3 clusters Score -2472412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2472413.250000 Penalty: 4982.399414
	Iteration 38Q: 3 clusters Score -2472413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -2472415.500000 Penalty: 4982.399414
	Iteration 39Q: 3 clusters Score -2472416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2472415.750000 Penalty: 4982.399414
	Iteration 40F: 3 clusters Score -2472416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2472419.000000 Penalty: 4982.399414
	Iteration 41Q: 3 clusters Score -2472419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2472417.500000 Penalty: 4982.399414
	Iteration 42Q: 3 clusters Score -2472418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2472414.750000 Penalty: 4982.399414
	Iteration 43Q: 3 clusters Score -2472415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2472415.000000 Penalty: 4982.399414
	Iteration 44Q: 3 clusters Score -2472415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2472419.250000 Penalty: 4982.399414
	Iteration 45Q: 3 clusters Score -2472419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2472417.000000 Penalty: 4982.399414
	Iteration 46Q: 3 clusters Score -2472417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2472417.500000 Penalty: 4982.399414
	Iteration 47Q: 3 clusters Score -2472418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2472415.000000 Penalty: 4982.399414
	Iteration 48Q: 3 clusters Score -2472415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -2472419.750000 Penalty: 4982.399414
	Iteration 49Q: 3 clusters Score -2472420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2472422.500000 Penalty: 4982.399414
	Iteration 50Q: 3 clusters Score -2472422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2472421.500000 Penalty: 4982.399414
	Iteration 51Q: 3 clusters Score -2472422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2472420.500000 Penalty: 4982.399414
	Iteration 52Q: 3 clusters Score -2472420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2472419.500000 Penalty: 4982.399414
	Iteration 53Q: 3 clusters Score -2472420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2472419.500000 Penalty: 4982.399414
	Iteration 54F: 3 clusters Score -2472420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 22964 members 
Mstep: Class 3 contains 9367 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 9418 members 
Mstep: Class 6 contains 23918 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23819 members 
Mstep: Class 9 contains 2743 members 
Mstep: Class 10 contains 9135 members 
Mstep: Class 11 contains 5559 members 
Mstep: Class 12 contains 16725 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 20583 members 
Mstep: Class 15 contains 7690 members 
Mstep: Class 16 contains 91411 members 
Mstep: Class 17 contains 14784 members 
Mstep: Class 18 contains 8506 members 
Mstep: Class 19 contains 27307 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 13672 members 
Mstep: Class 23 contains 57124 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 8547 members 
Mstep: Class 26 contains 1736 members 
Mstep: Class 27 contains 53222 members 
Mstep: Class 28 contains 44009 members 
Mstep: Class 29 contains 19628 members 
Mstep: Class 30 contains 13438 members 
Mstep: Class 31 contains 27660 members 
Mstep: Class 32 contains 12893 members 
Mstep: Class 33 contains 10848 members 
Mstep: Class 34 contains 15165 members 
Mstep: Class 35 contains 12090 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Mstep: Class 38 contains 35746 members 
Mstep: Class 39 contains 6319 members 
Entering Unmasked Estep 
Score: -64713116.000000 Penalty: 129430.414062
Splitting cluster 12 changes total score from -64710476.000000 to -64713116.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 13 (2561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Entering Unmasked Estep 
Score: -156592.140625 Penalty: 1946.341919
	Iteration 0F: 2 clusters Score -156592.1 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 1254 members 
Entering Unmasked Estep 
Score: -153663.750000 Penalty: 3892.683838
	Iteration 0F: 3 clusters Score -153663.8 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -154429.078125 Penalty: 3892.683838
	Iteration 1F: 3 clusters Score -154429.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -154755.750000 Penalty: 3892.683838
	Iteration 2F: 3 clusters Score -154755.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -155022.343750 Penalty: 3892.683838
	Iteration 3F: 3 clusters Score -155022.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -155238.812500 Penalty: 3892.683838
	Iteration 4F: 3 clusters Score -155238.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -155399.687500 Penalty: 3892.683838
	Iteration 5F: 3 clusters Score -155399.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -155522.703125 Penalty: 3892.683838
	Iteration 6Q: 3 clusters Score -155522.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -155594.703125 Penalty: 3892.683838
	Iteration 7Q: 3 clusters Score -155594.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -155639.187500 Penalty: 3892.683838
	Iteration 8Q: 3 clusters Score -155639.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -155673.703125 Penalty: 3892.683838
	Iteration 9Q: 3 clusters Score -155673.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -155702.078125 Penalty: 3892.683838
	Iteration 10Q: 3 clusters Score -155702.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -155728.375000 Penalty: 3892.683838
	Iteration 11Q: 3 clusters Score -155728.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -155744.718750 Penalty: 3892.683838
	Iteration 12Q: 3 clusters Score -155744.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -155766.390625 Penalty: 3892.683838
	Iteration 13Q: 3 clusters Score -155766.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -155786.062500 Penalty: 3892.683838
	Iteration 14Q: 3 clusters Score -155786.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -155802.156250 Penalty: 3892.683838
	Iteration 15Q: 3 clusters Score -155802.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -155812.515625 Penalty: 3892.683838
	Iteration 16Q: 3 clusters Score -155812.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -155819.281250 Penalty: 3892.683838
	Iteration 17Q: 3 clusters Score -155819.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -155825.078125 Penalty: 3892.683838
	Iteration 18Q: 3 clusters Score -155825.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -155832.734375 Penalty: 3892.683838
	Iteration 19Q: 3 clusters Score -155832.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -155834.812500 Penalty: 3892.683838
	Iteration 20F: 3 clusters Score -155834.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -155836.078125 Penalty: 3892.683838
	Iteration 21Q: 3 clusters Score -155836.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -155837.328125 Penalty: 3892.683838
	Iteration 22Q: 3 clusters Score -155837.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -155837.328125 Penalty: 3892.683838
	Iteration 23F: 3 clusters Score -155837.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Entering Unmasked Estep 
Score: -2215613.750000 Penalty: 2463.190674
	Iteration 0F: 2 clusters Score -2215614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2201168.250000 Penalty: 4926.381348
	Iteration 0F: 3 clusters Score -2201168 nChanged 9009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2206250.500000 Penalty: 4926.381348
	Iteration 1F: 3 clusters Score -2206250 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2207100.750000 Penalty: 4926.381348
	Iteration 2F: 3 clusters Score -2207101 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2208248.500000 Penalty: 4926.381348
	Iteration 3F: 3 clusters Score -2208248 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -2209915.500000 Penalty: 4926.381348
	Iteration 4F: 3 clusters Score -2209916 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2212375.750000 Penalty: 4926.381348
	Iteration 5F: 3 clusters Score -2212376 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2215500.250000 Penalty: 4926.381348
	Iteration 6F: 3 clusters Score -2215500 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2217340.750000 Penalty: 4926.381348
	Iteration 7F: 3 clusters Score -2217341 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -2218004.500000 Penalty: 4926.381348
	Iteration 8Q: 3 clusters Score -2218004 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2218316.750000 Penalty: 4926.381348
	Iteration 9Q: 3 clusters Score -2218317 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -2218484.500000 Penalty: 4926.381348
	Iteration 10Q: 3 clusters Score -2218484 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2218608.750000 Penalty: 4926.381348
	Iteration 11Q: 3 clusters Score -2218609 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2218690.250000 Penalty: 4926.381348
	Iteration 12Q: 3 clusters Score -2218690 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -2218741.500000 Penalty: 4926.381348
	Iteration 13Q: 3 clusters Score -2218742 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2218772.500000 Penalty: 4926.381348
	Iteration 14Q: 3 clusters Score -2218772 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2218787.250000 Penalty: 4926.381348
	Iteration 15Q: 3 clusters Score -2218787 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2218799.000000 Penalty: 4926.381348
	Iteration 16Q: 3 clusters Score -2218799 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2218791.250000 Penalty: 4926.381348
	Iteration 17Q: 3 clusters Score -2218791 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2218796.750000 Penalty: 4926.381348
	Iteration 18Q: 3 clusters Score -2218797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2218801.750000 Penalty: 4926.381348
	Iteration 19Q: 3 clusters Score -2218802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -2218802.750000 Penalty: 4926.381348
	Iteration 20F: 3 clusters Score -2218803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2218804.500000 Penalty: 4926.381348
	Iteration 21Q: 3 clusters Score -2218804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -2218805.000000 Penalty: 4926.381348
	Iteration 22Q: 3 clusters Score -2218805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2218806.500000 Penalty: 4926.381348
	Iteration 23Q: 3 clusters Score -2218806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -2218806.000000 Penalty: 4926.381348
	Iteration 24Q: 3 clusters Score -2218806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2218803.750000 Penalty: 4926.381348
	Iteration 25Q: 3 clusters Score -2218804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2218804.750000 Penalty: 4926.381348
	Iteration 26Q: 3 clusters Score -2218805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2218802.000000 Penalty: 4926.381348
	Iteration 27Q: 3 clusters Score -2218802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2218804.750000 Penalty: 4926.381348
	Iteration 28Q: 3 clusters Score -2218805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2218804.750000 Penalty: 4926.381348
	Iteration 29F: 3 clusters Score -2218805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 22964 members 
Mstep: Class 3 contains 9367 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 9418 members 
Mstep: Class 6 contains 23918 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23819 members 
Mstep: Class 9 contains 2743 members 
Mstep: Class 10 contains 9135 members 
Mstep: Class 11 contains 5559 members 
Mstep: Class 12 contains 16725 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 8244 members 
Mstep: Class 15 contains 7690 members 
Mstep: Class 16 contains 91411 members 
Mstep: Class 17 contains 14784 members 
Mstep: Class 18 contains 8506 members 
Mstep: Class 19 contains 27307 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 13672 members 
Mstep: Class 23 contains 57124 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 8547 members 
Mstep: Class 26 contains 1736 members 
Mstep: Class 27 contains 53222 members 
Mstep: Class 28 contains 44009 members 
Mstep: Class 29 contains 19628 members 
Mstep: Class 30 contains 13438 members 
Mstep: Class 31 contains 27660 members 
Mstep: Class 32 contains 12893 members 
Mstep: Class 33 contains 10848 members 
Mstep: Class 34 contains 15165 members 
Mstep: Class 35 contains 12090 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Mstep: Class 38 contains 35746 members 
Mstep: Class 39 contains 6319 members 
Mstep: Class 40 contains 12339 members 
Entering Unmasked Estep 
Score: -64715392.000000 Penalty: 132749.140625
Splitting cluster 14 changes total score from -64710476.000000 to -64715392.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 15 (7690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Entering Unmasked Estep 
Score: -695612.500000 Penalty: 2219.023682
	Iteration 0F: 2 clusters Score -695612.5 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 3847 members 
Entering Unmasked Estep 
Score: -689364.562500 Penalty: 4438.047363
	Iteration 0F: 3 clusters Score -689364.6 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -691054.000000 Penalty: 4438.047363
	Iteration 1F: 3 clusters Score -691054 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -691363.312500 Penalty: 4438.047363
	Iteration 2F: 3 clusters Score -691363.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -691579.875000 Penalty: 4438.047363
	Iteration 3F: 3 clusters Score -691579.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -691745.062500 Penalty: 4438.047363
	Iteration 4Q: 3 clusters Score -691745.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -691905.625000 Penalty: 4438.047363
	Iteration 5Q: 3 clusters Score -691905.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -692071.125000 Penalty: 4438.047363
	Iteration 6Q: 3 clusters Score -692071.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -692234.125000 Penalty: 4438.047363
	Iteration 7Q: 3 clusters Score -692234.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -692379.437500 Penalty: 4438.047363
	Iteration 8Q: 3 clusters Score -692379.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -692488.312500 Penalty: 4438.047363
	Iteration 9Q: 3 clusters Score -692488.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -692574.187500 Penalty: 4438.047363
	Iteration 10Q: 3 clusters Score -692574.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -692648.125000 Penalty: 4438.047363
	Iteration 11Q: 3 clusters Score -692648.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -692703.562500 Penalty: 4438.047363
	Iteration 12Q: 3 clusters Score -692703.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -692751.125000 Penalty: 4438.047363
	Iteration 13Q: 3 clusters Score -692751.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -692797.125000 Penalty: 4438.047363
	Iteration 14Q: 3 clusters Score -692797.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -692833.437500 Penalty: 4438.047363
	Iteration 15Q: 3 clusters Score -692833.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -692865.125000 Penalty: 4438.047363
	Iteration 16Q: 3 clusters Score -692865.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -692889.062500 Penalty: 4438.047363
	Iteration 17Q: 3 clusters Score -692889.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -692917.250000 Penalty: 4438.047363
	Iteration 18Q: 3 clusters Score -692917.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -692937.812500 Penalty: 4438.047363
	Iteration 19Q: 3 clusters Score -692937.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -692953.562500 Penalty: 4438.047363
	Iteration 20F: 3 clusters Score -692953.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -692969.687500 Penalty: 4438.047363
	Iteration 21Q: 3 clusters Score -692969.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -692979.375000 Penalty: 4438.047363
	Iteration 22Q: 3 clusters Score -692979.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -692987.312500 Penalty: 4438.047363
	Iteration 23Q: 3 clusters Score -692987.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -692997.750000 Penalty: 4438.047363
	Iteration 24Q: 3 clusters Score -692997.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -693004.937500 Penalty: 4438.047363
	Iteration 25Q: 3 clusters Score -693004.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -693012.937500 Penalty: 4438.047363
	Iteration 26Q: 3 clusters Score -693012.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -693019.687500 Penalty: 4438.047363
	Iteration 27Q: 3 clusters Score -693019.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -693022.000000 Penalty: 4438.047363
	Iteration 28Q: 3 clusters Score -693022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -693025.250000 Penalty: 4438.047363
	Iteration 29Q: 3 clusters Score -693025.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -693030.312500 Penalty: 4438.047363
	Iteration 30Q: 3 clusters Score -693030.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -693034.562500 Penalty: 4438.047363
	Iteration 31Q: 3 clusters Score -693034.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -693039.125000 Penalty: 4438.047363
	Iteration 32Q: 3 clusters Score -693039.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -693040.062500 Penalty: 4438.047363
	Iteration 33Q: 3 clusters Score -693040.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -693042.375000 Penalty: 4438.047363
	Iteration 34Q: 3 clusters Score -693042.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -693044.312500 Penalty: 4438.047363
	Iteration 35Q: 3 clusters Score -693044.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -693049.750000 Penalty: 4438.047363
	Iteration 36Q: 3 clusters Score -693049.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -693053.562500 Penalty: 4438.047363
	Iteration 37Q: 3 clusters Score -693053.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -693055.312500 Penalty: 4438.047363
	Iteration 38Q: 3 clusters Score -693055.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -693059.937500 Penalty: 4438.047363
	Iteration 39Q: 3 clusters Score -693059.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -693062.500000 Penalty: 4438.047363
	Iteration 40F: 3 clusters Score -693062.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -693064.875000 Penalty: 4438.047363
	Iteration 41Q: 3 clusters Score -693064.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -693066.812500 Penalty: 4438.047363
	Iteration 42Q: 3 clusters Score -693066.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -693073.812500 Penalty: 4438.047363
	Iteration 43Q: 3 clusters Score -693073.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -693078.125000 Penalty: 4438.047363
	Iteration 44Q: 3 clusters Score -693078.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -693085.250000 Penalty: 4438.047363
	Iteration 45Q: 3 clusters Score -693085.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -693086.750000 Penalty: 4438.047363
	Iteration 46Q: 3 clusters Score -693086.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -693091.000000 Penalty: 4438.047363
	Iteration 47Q: 3 clusters Score -693091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -693094.875000 Penalty: 4438.047363
	Iteration 48Q: 3 clusters Score -693094.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -693096.062500 Penalty: 4438.047363
	Iteration 49Q: 3 clusters Score -693096.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -693099.125000 Penalty: 4438.047363
	Iteration 50Q: 3 clusters Score -693099.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -693103.937500 Penalty: 4438.047363
	Iteration 51Q: 3 clusters Score -693103.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -693109.250000 Penalty: 4438.047363
	Iteration 52Q: 3 clusters Score -693109.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -693113.437500 Penalty: 4438.047363
	Iteration 53Q: 3 clusters Score -693113.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -693118.625000 Penalty: 4438.047363
	Iteration 54Q: 3 clusters Score -693118.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -693121.375000 Penalty: 4438.047363
	Iteration 55Q: 3 clusters Score -693121.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -693130.250000 Penalty: 4438.047363
	Iteration 56Q: 3 clusters Score -693130.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -693136.562500 Penalty: 4438.047363
	Iteration 57Q: 3 clusters Score -693136.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -693139.500000 Penalty: 4438.047363
	Iteration 58Q: 3 clusters Score -693139.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -693143.062500 Penalty: 4438.047363
	Iteration 59Q: 3 clusters Score -693143.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -693147.437500 Penalty: 4438.047363
	Iteration 60F: 3 clusters Score -693147.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -693151.187500 Penalty: 4438.047363
	Iteration 61Q: 3 clusters Score -693151.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -693160.125000 Penalty: 4438.047363
	Iteration 62Q: 3 clusters Score -693160.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -693164.000000 Penalty: 4438.047363
	Iteration 63Q: 3 clusters Score -693164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -693176.375000 Penalty: 4438.047363
	Iteration 64Q: 3 clusters Score -693176.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -693181.125000 Penalty: 4438.047363
	Iteration 65Q: 3 clusters Score -693181.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -693187.125000 Penalty: 4438.047363
	Iteration 66Q: 3 clusters Score -693187.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -693194.812500 Penalty: 4438.047363
	Iteration 67Q: 3 clusters Score -693194.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -693203.125000 Penalty: 4438.047363
	Iteration 68Q: 3 clusters Score -693203.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -693209.750000 Penalty: 4438.047363
	Iteration 69Q: 3 clusters Score -693209.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -693219.062500 Penalty: 4438.047363
	Iteration 70Q: 3 clusters Score -693219.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -693225.750000 Penalty: 4438.047363
	Iteration 71Q: 3 clusters Score -693225.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -693231.375000 Penalty: 4438.047363
	Iteration 72Q: 3 clusters Score -693231.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -693241.437500 Penalty: 4438.047363
	Iteration 73Q: 3 clusters Score -693241.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -693256.812500 Penalty: 4438.047363
	Iteration 74Q: 3 clusters Score -693256.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -693269.312500 Penalty: 4438.047363
	Iteration 75Q: 3 clusters Score -693269.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -693279.000000 Penalty: 4438.047363
	Iteration 76Q: 3 clusters Score -693279 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -693288.125000 Penalty: 4438.047363
	Iteration 77Q: 3 clusters Score -693288.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -693292.250000 Penalty: 4438.047363
	Iteration 78Q: 3 clusters Score -693292.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -693298.875000 Penalty: 4438.047363
	Iteration 79Q: 3 clusters Score -693298.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -693303.375000 Penalty: 4438.047363
	Iteration 80F: 3 clusters Score -693303.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -693313.500000 Penalty: 4438.047363
	Iteration 81Q: 3 clusters Score -693313.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -693320.687500 Penalty: 4438.047363
	Iteration 82Q: 3 clusters Score -693320.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -693328.187500 Penalty: 4438.047363
	Iteration 83Q: 3 clusters Score -693328.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -693334.937500 Penalty: 4438.047363
	Iteration 84Q: 3 clusters Score -693334.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -693339.687500 Penalty: 4438.047363
	Iteration 85Q: 3 clusters Score -693339.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -693349.250000 Penalty: 4438.047363
	Iteration 86Q: 3 clusters Score -693349.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -693351.312500 Penalty: 4438.047363
	Iteration 87Q: 3 clusters Score -693351.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -693358.875000 Penalty: 4438.047363
	Iteration 88Q: 3 clusters Score -693358.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -693365.937500 Penalty: 4438.047363
	Iteration 89Q: 3 clusters Score -693365.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -693366.125000 Penalty: 4438.047363
	Iteration 90Q: 3 clusters Score -693366.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -693371.187500 Penalty: 4438.047363
	Iteration 91Q: 3 clusters Score -693371.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -693374.937500 Penalty: 4438.047363
	Iteration 92Q: 3 clusters Score -693374.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -693380.062500 Penalty: 4438.047363
	Iteration 93Q: 3 clusters Score -693380.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -693387.250000 Penalty: 4438.047363
	Iteration 94Q: 3 clusters Score -693387.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -693395.812500 Penalty: 4438.047363
	Iteration 95Q: 3 clusters Score -693395.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -693405.812500 Penalty: 4438.047363
	Iteration 96Q: 3 clusters Score -693405.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -693412.000000 Penalty: 4438.047363
	Iteration 97Q: 3 clusters Score -693412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -693417.062500 Penalty: 4438.047363
	Iteration 98Q: 3 clusters Score -693417.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -693417.875000 Penalty: 4438.047363
	Iteration 99Q: 3 clusters Score -693417.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -693418.812500 Penalty: 4438.047363
	Iteration 100F: 3 clusters Score -693418.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -693420.250000 Penalty: 4438.047363
	Iteration 101Q: 3 clusters Score -693420.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -693427.062500 Penalty: 4438.047363
	Iteration 102Q: 3 clusters Score -693427.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -693430.062500 Penalty: 4438.047363
	Iteration 103Q: 3 clusters Score -693430.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -693437.312500 Penalty: 4438.047363
	Iteration 104Q: 3 clusters Score -693437.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -693444.562500 Penalty: 4438.047363
	Iteration 105Q: 3 clusters Score -693444.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -693450.562500 Penalty: 4438.047363
	Iteration 106Q: 3 clusters Score -693450.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -693457.625000 Penalty: 4438.047363
	Iteration 107Q: 3 clusters Score -693457.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -693467.750000 Penalty: 4438.047363
	Iteration 108Q: 3 clusters Score -693467.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -693473.750000 Penalty: 4438.047363
	Iteration 109Q: 3 clusters Score -693473.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -693477.312500 Penalty: 4438.047363
	Iteration 110Q: 3 clusters Score -693477.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -693482.062500 Penalty: 4438.047363
	Iteration 111Q: 3 clusters Score -693482.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -693482.875000 Penalty: 4438.047363
	Iteration 112Q: 3 clusters Score -693482.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -693484.562500 Penalty: 4438.047363
	Iteration 113Q: 3 clusters Score -693484.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -693488.125000 Penalty: 4438.047363
	Iteration 114Q: 3 clusters Score -693488.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -693489.187500 Penalty: 4438.047363
	Iteration 115Q: 3 clusters Score -693489.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -693494.000000 Penalty: 4438.047363
	Iteration 116Q: 3 clusters Score -693494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -693500.625000 Penalty: 4438.047363
	Iteration 117Q: 3 clusters Score -693500.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -693505.375000 Penalty: 4438.047363
	Iteration 118Q: 3 clusters Score -693505.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -693509.750000 Penalty: 4438.047363
	Iteration 119Q: 3 clusters Score -693509.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -693516.875000 Penalty: 4438.047363
	Iteration 120F: 3 clusters Score -693516.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -693522.250000 Penalty: 4438.047363
	Iteration 121Q: 3 clusters Score -693522.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -693528.000000 Penalty: 4438.047363
	Iteration 122Q: 3 clusters Score -693528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -693528.500000 Penalty: 4438.047363
	Iteration 123Q: 3 clusters Score -693528.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -693529.687500 Penalty: 4438.047363
	Iteration 124Q: 3 clusters Score -693529.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -693531.312500 Penalty: 4438.047363
	Iteration 125Q: 3 clusters Score -693531.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -693532.937500 Penalty: 4438.047363
	Iteration 126Q: 3 clusters Score -693532.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -693535.625000 Penalty: 4438.047363
	Iteration 127Q: 3 clusters Score -693535.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -693535.500000 Penalty: 4438.047363
	Iteration 128Q: 3 clusters Score -693535.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -693537.625000 Penalty: 4438.047363
	Iteration 129Q: 3 clusters Score -693537.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -693537.125000 Penalty: 4438.047363
	Iteration 130Q: 3 clusters Score -693537.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -693537.125000 Penalty: 4438.047363
	Iteration 131F: 3 clusters Score -693537.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (91411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91411 members 
Entering Unmasked Estep 
Score: -9963862.000000 Penalty: 2832.934082
	Iteration 0F: 2 clusters Score -9963862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -9902564.000000 Penalty: 5665.868164
	Iteration 0F: 3 clusters Score -9902564 nChanged 43025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -9927186.000000 Penalty: 5665.868164
	Iteration 1F: 3 clusters Score -9927186 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -9927862.000000 Penalty: 5665.868164
	Iteration 2Q: 3 clusters Score -9927862 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46292 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -9928676.000000 Penalty: 5665.868164
	Iteration 3Q: 3 clusters Score -9928676 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -9929448.000000 Penalty: 5665.868164
	Iteration 4Q: 3 clusters Score -9929448 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -9930387.000000 Penalty: 5665.868164
	Iteration 5Q: 3 clusters Score -9930387 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49061 members 
Mstep: Class 2 contains 42350 members 
Entering Unmasked Estep 
Score: -9931662.000000 Penalty: 5665.868164
	Iteration 6Q: 3 clusters Score -9931662 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50664 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -9933065.000000 Penalty: 5665.868164
	Iteration 7Q: 3 clusters Score -9933065 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52736 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -9934901.000000 Penalty: 5665.868164
	Iteration 8Q: 3 clusters Score -9934901 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55335 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -9937560.000000 Penalty: 5665.868164
	Iteration 9Q: 3 clusters Score -9937560 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58203 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -9940754.000000 Penalty: 5665.868164
	Iteration 10F: 3 clusters Score -9940754 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61088 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -9944095.000000 Penalty: 5665.868164
	Iteration 11F: 3 clusters Score -9944095 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63656 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -9946833.000000 Penalty: 5665.868164
	Iteration 12Q: 3 clusters Score -9946833 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65849 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -9948733.000000 Penalty: 5665.868164
	Iteration 13Q: 3 clusters Score -9948733 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67761 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -9949739.000000 Penalty: 5665.868164
	Iteration 14Q: 3 clusters Score -9949739 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69540 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -9950456.000000 Penalty: 5665.868164
	Iteration 15Q: 3 clusters Score -9950456 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71312 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -9951112.000000 Penalty: 5665.868164
	Iteration 16Q: 3 clusters Score -9951112 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73094 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -9951745.000000 Penalty: 5665.868164
	Iteration 17Q: 3 clusters Score -9951745 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74850 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -9952419.000000 Penalty: 5665.868164
	Iteration 18Q: 3 clusters Score -9952419 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76640 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -9953223.000000 Penalty: 5665.868164
	Iteration 19Q: 3 clusters Score -9953223 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78436 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -9954071.000000 Penalty: 5665.868164
	Iteration 20F: 3 clusters Score -9954071 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80138 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -9954936.000000 Penalty: 5665.868164
	Iteration 21Q: 3 clusters Score -9954936 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81813 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -9955878.000000 Penalty: 5665.868164
	Iteration 22Q: 3 clusters Score -9955878 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83446 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -9956793.000000 Penalty: 5665.868164
	Iteration 23Q: 3 clusters Score -9956793 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84955 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -9957732.000000 Penalty: 5665.868164
	Iteration 24Q: 3 clusters Score -9957732 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86220 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -9958544.000000 Penalty: 5665.868164
	Iteration 25Q: 3 clusters Score -9958544 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87286 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -9959190.000000 Penalty: 5665.868164
	Iteration 26Q: 3 clusters Score -9959190 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88170 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -9959801.000000 Penalty: 5665.868164
	Iteration 27Q: 3 clusters Score -9959801 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88873 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -9960274.000000 Penalty: 5665.868164
	Iteration 28Q: 3 clusters Score -9960274 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89401 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -9960626.000000 Penalty: 5665.868164
	Iteration 29Q: 3 clusters Score -9960626 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89793 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -9960882.000000 Penalty: 5665.868164
	Iteration 30Q: 3 clusters Score -9960882 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90049 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -9961074.000000 Penalty: 5665.868164
	Iteration 31Q: 3 clusters Score -9961074 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90224 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -9961191.000000 Penalty: 5665.868164
	Iteration 32Q: 3 clusters Score -9961191 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90349 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -9961284.000000 Penalty: 5665.868164
	Iteration 33Q: 3 clusters Score -9961284 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90425 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -9961343.000000 Penalty: 5665.868164
	Iteration 34Q: 3 clusters Score -9961343 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90483 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -9961370.000000 Penalty: 5665.868164
	Iteration 35Q: 3 clusters Score -9961370 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90530 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -9961403.000000 Penalty: 5665.868164
	Iteration 36Q: 3 clusters Score -9961403 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90569 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -9961422.000000 Penalty: 5665.868164
	Iteration 37Q: 3 clusters Score -9961422 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90596 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -9961441.000000 Penalty: 5665.868164
	Iteration 38Q: 3 clusters Score -9961441 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90624 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -9961462.000000 Penalty: 5665.868164
	Iteration 39Q: 3 clusters Score -9961462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90644 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -9961467.000000 Penalty: 5665.868164
	Iteration 40F: 3 clusters Score -9961467 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90657 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -9961483.000000 Penalty: 5665.868164
	Iteration 41Q: 3 clusters Score -9961483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90676 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -9961507.000000 Penalty: 5665.868164
	Iteration 42Q: 3 clusters Score -9961507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90689 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -9961524.000000 Penalty: 5665.868164
	Iteration 43Q: 3 clusters Score -9961524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90705 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9961540.000000 Penalty: 5665.868164
	Iteration 44Q: 3 clusters Score -9961540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90723 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -9961550.000000 Penalty: 5665.868164
	Iteration 45Q: 3 clusters Score -9961550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90737 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -9961562.000000 Penalty: 5665.868164
	Iteration 46Q: 3 clusters Score -9961562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90750 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -9961575.000000 Penalty: 5665.868164
	Iteration 47Q: 3 clusters Score -9961575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90757 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -9961587.000000 Penalty: 5665.868164
	Iteration 48Q: 3 clusters Score -9961587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90762 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -9961593.000000 Penalty: 5665.868164
	Iteration 49Q: 3 clusters Score -9961593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90765 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -9961591.000000 Penalty: 5665.868164
	Iteration 50Q: 3 clusters Score -9961591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90765 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -9961594.000000 Penalty: 5665.868164
	Iteration 51Q: 3 clusters Score -9961594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90767 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -9961596.000000 Penalty: 5665.868164
	Iteration 52Q: 3 clusters Score -9961596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90774 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -9961597.000000 Penalty: 5665.868164
	Iteration 53Q: 3 clusters Score -9961597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90781 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -9961593.000000 Penalty: 5665.868164
	Iteration 54Q: 3 clusters Score -9961593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90782 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -9961600.000000 Penalty: 5665.868164
	Iteration 55Q: 3 clusters Score -9961600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90783 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -9961599.000000 Penalty: 5665.868164
	Iteration 56Q: 3 clusters Score -9961599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90783 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -9961599.000000 Penalty: 5665.868164
	Iteration 57F: 3 clusters Score -9961599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Entering Unmasked Estep 
Score: -1201450.500000 Penalty: 2381.122803
	Iteration 0F: 2 clusters Score -1201450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1190770.750000 Penalty: 4762.245605
	Iteration 0F: 3 clusters Score -1190771 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1194281.250000 Penalty: 4762.245605
	Iteration 1F: 3 clusters Score -1194281 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1194958.500000 Penalty: 4762.245605
	Iteration 2F: 3 clusters Score -1194958 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1195774.125000 Penalty: 4762.245605
	Iteration 3F: 3 clusters Score -1195774 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1196825.250000 Penalty: 4762.245605
	Iteration 4F: 3 clusters Score -1196825 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1197864.125000 Penalty: 4762.245605
	Iteration 5F: 3 clusters Score -1197864 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1198732.000000 Penalty: 4762.245605
	Iteration 6F: 3 clusters Score -1198732 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1199323.625000 Penalty: 4762.245605
	Iteration 7F: 3 clusters Score -1199324 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1199711.625000 Penalty: 4762.245605
	Iteration 8Q: 3 clusters Score -1199712 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1200015.750000 Penalty: 4762.245605
	Iteration 9Q: 3 clusters Score -1200016 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1200304.375000 Penalty: 4762.245605
	Iteration 10Q: 3 clusters Score -1200304 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1200549.750000 Penalty: 4762.245605
	Iteration 11Q: 3 clusters Score -1200550 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1200800.875000 Penalty: 4762.245605
	Iteration 12Q: 3 clusters Score -1200801 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1201007.750000 Penalty: 4762.245605
	Iteration 13Q: 3 clusters Score -1201008 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1201156.000000 Penalty: 4762.245605
	Iteration 14Q: 3 clusters Score -1201156 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1201254.375000 Penalty: 4762.245605
	Iteration 15Q: 3 clusters Score -1201254 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1201350.375000 Penalty: 4762.245605
	Iteration 16Q: 3 clusters Score -1201350 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1201410.125000 Penalty: 4762.245605
	Iteration 17Q: 3 clusters Score -1201410 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1201451.250000 Penalty: 4762.245605
	Iteration 18Q: 3 clusters Score -1201451 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1201485.250000 Penalty: 4762.245605
	Iteration 19Q: 3 clusters Score -1201485 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1201501.250000 Penalty: 4762.245605
	Iteration 20F: 3 clusters Score -1201501 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1201507.750000 Penalty: 4762.245605
	Iteration 21Q: 3 clusters Score -1201508 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1201514.375000 Penalty: 4762.245605
	Iteration 22Q: 3 clusters Score -1201514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1201524.125000 Penalty: 4762.245605
	Iteration 23Q: 3 clusters Score -1201524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1201525.125000 Penalty: 4762.245605
	Iteration 24Q: 3 clusters Score -1201525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1201528.375000 Penalty: 4762.245605
	Iteration 25Q: 3 clusters Score -1201528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1201536.375000 Penalty: 4762.245605
	Iteration 26Q: 3 clusters Score -1201536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1201538.250000 Penalty: 4762.245605
	Iteration 27Q: 3 clusters Score -1201538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1201542.750000 Penalty: 4762.245605
	Iteration 28Q: 3 clusters Score -1201543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1201542.500000 Penalty: 4762.245605
	Iteration 29Q: 3 clusters Score -1201542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1201552.125000 Penalty: 4762.245605
	Iteration 30Q: 3 clusters Score -1201552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1201552.500000 Penalty: 4762.245605
	Iteration 31Q: 3 clusters Score -1201552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1201554.750000 Penalty: 4762.245605
	Iteration 32Q: 3 clusters Score -1201555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1201553.750000 Penalty: 4762.245605
	Iteration 33Q: 3 clusters Score -1201554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1201558.875000 Penalty: 4762.245605
	Iteration 34Q: 3 clusters Score -1201559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1201559.875000 Penalty: 4762.245605
	Iteration 35Q: 3 clusters Score -1201560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1201559.875000 Penalty: 4762.245605
	Iteration 36Q: 3 clusters Score -1201560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1201563.375000 Penalty: 4762.245605
	Iteration 37Q: 3 clusters Score -1201563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1201565.875000 Penalty: 4762.245605
	Iteration 38Q: 3 clusters Score -1201566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1201564.500000 Penalty: 4762.245605
	Iteration 39Q: 3 clusters Score -1201564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1201565.375000 Penalty: 4762.245605
	Iteration 40F: 3 clusters Score -1201565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1201567.125000 Penalty: 4762.245605
	Iteration 41Q: 3 clusters Score -1201567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1201568.375000 Penalty: 4762.245605
	Iteration 42Q: 3 clusters Score -1201568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1201568.250000 Penalty: 4762.245605
	Iteration 43Q: 3 clusters Score -1201568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1201568.250000 Penalty: 4762.245605
	Iteration 44Q: 3 clusters Score -1201568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1201568.375000 Penalty: 4762.245605
	Iteration 45Q: 3 clusters Score -1201568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1201571.125000 Penalty: 4762.245605
	Iteration 46Q: 3 clusters Score -1201571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1201569.750000 Penalty: 4762.245605
	Iteration 47Q: 3 clusters Score -1201570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1201573.625000 Penalty: 4762.245605
	Iteration 48Q: 3 clusters Score -1201574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1201572.250000 Penalty: 4762.245605
	Iteration 49Q: 3 clusters Score -1201572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1201575.250000 Penalty: 4762.245605
	Iteration 50Q: 3 clusters Score -1201575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1201576.500000 Penalty: 4762.245605
	Iteration 51Q: 3 clusters Score -1201576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1201578.000000 Penalty: 4762.245605
	Iteration 52Q: 3 clusters Score -1201578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1201578.000000 Penalty: 4762.245605
	Iteration 53F: 3 clusters Score -1201578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 22964 members 
Mstep: Class 3 contains 9367 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 9418 members 
Mstep: Class 6 contains 23918 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23819 members 
Mstep: Class 9 contains 2743 members 
Mstep: Class 10 contains 9135 members 
Mstep: Class 11 contains 5559 members 
Mstep: Class 12 contains 16725 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 8244 members 
Mstep: Class 15 contains 7690 members 
Mstep: Class 16 contains 91411 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 8506 members 
Mstep: Class 19 contains 27307 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 13672 members 
Mstep: Class 23 contains 57124 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 8547 members 
Mstep: Class 26 contains 1736 members 
Mstep: Class 27 contains 53222 members 
Mstep: Class 28 contains 44009 members 
Mstep: Class 29 contains 19628 members 
Mstep: Class 30 contains 13438 members 
Mstep: Class 31 contains 27660 members 
Mstep: Class 32 contains 12893 members 
Mstep: Class 33 contains 10848 members 
Mstep: Class 34 contains 15165 members 
Mstep: Class 35 contains 12090 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Mstep: Class 38 contains 35746 members 
Mstep: Class 39 contains 6319 members 
Mstep: Class 40 contains 12339 members 
Mstep: Class 41 contains 12423 members 
Entering Unmasked Estep 
Score: -64714528.000000 Penalty: 136067.875000
Splitting cluster 17 changes total score from -64710476.000000 to -64714528.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 18 (8506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Entering Unmasked Estep 
Score: -920058.125000 Penalty: 2244.034668
	Iteration 0F: 2 clusters Score -920058.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -913364.500000 Penalty: 4488.069336
	Iteration 0F: 3 clusters Score -913364.5 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -915422.312500 Penalty: 4488.069336
	Iteration 1F: 3 clusters Score -915422.3 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -915797.875000 Penalty: 4488.069336
	Iteration 2F: 3 clusters Score -915797.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -916099.312500 Penalty: 4488.069336
	Iteration 3F: 3 clusters Score -916099.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -916411.187500 Penalty: 4488.069336
	Iteration 4F: 3 clusters Score -916411.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -916789.375000 Penalty: 4488.069336
	Iteration 5F: 3 clusters Score -916789.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -917155.937500 Penalty: 4488.069336
	Iteration 6F: 3 clusters Score -917155.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -917468.125000 Penalty: 4488.069336
	Iteration 7F: 3 clusters Score -917468.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -917770.062500 Penalty: 4488.069336
	Iteration 8Q: 3 clusters Score -917770.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -918010.687500 Penalty: 4488.069336
	Iteration 9Q: 3 clusters Score -918010.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -918190.000000 Penalty: 4488.069336
	Iteration 10Q: 3 clusters Score -918190 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -918332.312500 Penalty: 4488.069336
	Iteration 11Q: 3 clusters Score -918332.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -918441.312500 Penalty: 4488.069336
	Iteration 12Q: 3 clusters Score -918441.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -918536.437500 Penalty: 4488.069336
	Iteration 13Q: 3 clusters Score -918536.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -918607.937500 Penalty: 4488.069336
	Iteration 14Q: 3 clusters Score -918607.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -918647.687500 Penalty: 4488.069336
	Iteration 15Q: 3 clusters Score -918647.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -918681.937500 Penalty: 4488.069336
	Iteration 16Q: 3 clusters Score -918681.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -918710.937500 Penalty: 4488.069336
	Iteration 17Q: 3 clusters Score -918710.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -918735.500000 Penalty: 4488.069336
	Iteration 18Q: 3 clusters Score -918735.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -918753.062500 Penalty: 4488.069336
	Iteration 19Q: 3 clusters Score -918753.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -918768.562500 Penalty: 4488.069336
	Iteration 20F: 3 clusters Score -918768.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -918786.937500 Penalty: 4488.069336
	Iteration 21Q: 3 clusters Score -918786.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -918794.750000 Penalty: 4488.069336
	Iteration 22Q: 3 clusters Score -918794.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -918802.562500 Penalty: 4488.069336
	Iteration 23Q: 3 clusters Score -918802.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -918804.625000 Penalty: 4488.069336
	Iteration 24Q: 3 clusters Score -918804.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -918811.437500 Penalty: 4488.069336
	Iteration 25Q: 3 clusters Score -918811.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -918813.375000 Penalty: 4488.069336
	Iteration 26Q: 3 clusters Score -918813.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -918815.062500 Penalty: 4488.069336
	Iteration 27Q: 3 clusters Score -918815.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -918817.437500 Penalty: 4488.069336
	Iteration 28Q: 3 clusters Score -918817.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -918818.750000 Penalty: 4488.069336
	Iteration 29Q: 3 clusters Score -918818.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -918819.687500 Penalty: 4488.069336
	Iteration 30Q: 3 clusters Score -918819.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -918821.750000 Penalty: 4488.069336
	Iteration 31Q: 3 clusters Score -918821.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -918821.187500 Penalty: 4488.069336
	Iteration 32Q: 3 clusters Score -918821.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -918824.437500 Penalty: 4488.069336
	Iteration 33Q: 3 clusters Score -918824.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -918825.562500 Penalty: 4488.069336
	Iteration 34Q: 3 clusters Score -918825.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -918828.687500 Penalty: 4488.069336
	Iteration 35Q: 3 clusters Score -918828.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -918831.687500 Penalty: 4488.069336
	Iteration 36Q: 3 clusters Score -918831.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -918835.500000 Penalty: 4488.069336
	Iteration 37Q: 3 clusters Score -918835.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -918835.000000 Penalty: 4488.069336
	Iteration 38Q: 3 clusters Score -918835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -918836.000000 Penalty: 4488.069336
	Iteration 39Q: 3 clusters Score -918836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -918841.125000 Penalty: 4488.069336
	Iteration 40F: 3 clusters Score -918841.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -918840.000000 Penalty: 4488.069336
	Iteration 41Q: 3 clusters Score -918840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -918840.062500 Penalty: 4488.069336
	Iteration 42Q: 3 clusters Score -918840.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -918840.937500 Penalty: 4488.069336
	Iteration 43Q: 3 clusters Score -918840.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -918841.875000 Penalty: 4488.069336
	Iteration 44Q: 3 clusters Score -918841.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -918841.062500 Penalty: 4488.069336
	Iteration 45Q: 3 clusters Score -918841.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -918843.000000 Penalty: 4488.069336
	Iteration 46Q: 3 clusters Score -918843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -918844.125000 Penalty: 4488.069336
	Iteration 47Q: 3 clusters Score -918844.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -918847.500000 Penalty: 4488.069336
	Iteration 48Q: 3 clusters Score -918847.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -918847.875000 Penalty: 4488.069336
	Iteration 49Q: 3 clusters Score -918847.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -918847.500000 Penalty: 4488.069336
	Iteration 50Q: 3 clusters Score -918847.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -918847.500000 Penalty: 4488.069336
	Iteration 51F: 3 clusters Score -918847.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (27307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Entering Unmasked Estep 
Score: -2924425.500000 Penalty: 2533.294678
	Iteration 0F: 2 clusters Score -2924426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2905696.250000 Penalty: 5066.589355
	Iteration 0F: 3 clusters Score -2905696 nChanged 12206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -2912626.250000 Penalty: 5066.589355
	Iteration 1F: 3 clusters Score -2912626 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -2913260.500000 Penalty: 5066.589355
	Iteration 2F: 3 clusters Score -2913260 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2913838.750000 Penalty: 5066.589355
	Iteration 3F: 3 clusters Score -2913839 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2914479.250000 Penalty: 5066.589355
	Iteration 4Q: 3 clusters Score -2914479 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2915174.750000 Penalty: 5066.589355
	Iteration 5F: 3 clusters Score -2915175 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2915904.000000 Penalty: 5066.589355
	Iteration 6F: 3 clusters Score -2915904 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2916511.750000 Penalty: 5066.589355
	Iteration 7Q: 3 clusters Score -2916512 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2917015.250000 Penalty: 5066.589355
	Iteration 8Q: 3 clusters Score -2917015 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2917466.000000 Penalty: 5066.589355
	Iteration 9Q: 3 clusters Score -2917466 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -2917890.500000 Penalty: 5066.589355
	Iteration 10Q: 3 clusters Score -2917890 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2918345.500000 Penalty: 5066.589355
	Iteration 11Q: 3 clusters Score -2918346 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -2918842.250000 Penalty: 5066.589355
	Iteration 12Q: 3 clusters Score -2918842 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -2919377.000000 Penalty: 5066.589355
	Iteration 13Q: 3 clusters Score -2919377 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2919919.750000 Penalty: 5066.589355
	Iteration 14Q: 3 clusters Score -2919920 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2920406.250000 Penalty: 5066.589355
	Iteration 15Q: 3 clusters Score -2920406 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2920883.250000 Penalty: 5066.589355
	Iteration 16Q: 3 clusters Score -2920883 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2921271.250000 Penalty: 5066.589355
	Iteration 17Q: 3 clusters Score -2921271 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2921562.000000 Penalty: 5066.589355
	Iteration 18Q: 3 clusters Score -2921562 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2921802.250000 Penalty: 5066.589355
	Iteration 19Q: 3 clusters Score -2921802 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2921963.500000 Penalty: 5066.589355
	Iteration 20F: 3 clusters Score -2921964 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2922062.000000 Penalty: 5066.589355
	Iteration 21Q: 3 clusters Score -2922062 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2922141.250000 Penalty: 5066.589355
	Iteration 22Q: 3 clusters Score -2922141 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2922200.750000 Penalty: 5066.589355
	Iteration 23Q: 3 clusters Score -2922201 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2922242.500000 Penalty: 5066.589355
	Iteration 24Q: 3 clusters Score -2922242 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2922265.750000 Penalty: 5066.589355
	Iteration 25Q: 3 clusters Score -2922266 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2922286.000000 Penalty: 5066.589355
	Iteration 26Q: 3 clusters Score -2922286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2922296.000000 Penalty: 5066.589355
	Iteration 27Q: 3 clusters Score -2922296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2922307.500000 Penalty: 5066.589355
	Iteration 28Q: 3 clusters Score -2922308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2922320.500000 Penalty: 5066.589355
	Iteration 29Q: 3 clusters Score -2922320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2922326.500000 Penalty: 5066.589355
	Iteration 30Q: 3 clusters Score -2922326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2922329.500000 Penalty: 5066.589355
	Iteration 31Q: 3 clusters Score -2922330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2922338.250000 Penalty: 5066.589355
	Iteration 32Q: 3 clusters Score -2922338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2922338.500000 Penalty: 5066.589355
	Iteration 33Q: 3 clusters Score -2922338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2922336.500000 Penalty: 5066.589355
	Iteration 34Q: 3 clusters Score -2922336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2922351.000000 Penalty: 5066.589355
	Iteration 35Q: 3 clusters Score -2922351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2922351.500000 Penalty: 5066.589355
	Iteration 36Q: 3 clusters Score -2922352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2922357.250000 Penalty: 5066.589355
	Iteration 37Q: 3 clusters Score -2922357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2922355.750000 Penalty: 5066.589355
	Iteration 38Q: 3 clusters Score -2922356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2922364.000000 Penalty: 5066.589355
	Iteration 39Q: 3 clusters Score -2922364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2922369.500000 Penalty: 5066.589355
	Iteration 40F: 3 clusters Score -2922370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2922369.000000 Penalty: 5066.589355
	Iteration 41Q: 3 clusters Score -2922369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2922373.750000 Penalty: 5066.589355
	Iteration 42Q: 3 clusters Score -2922374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2922376.000000 Penalty: 5066.589355
	Iteration 43Q: 3 clusters Score -2922376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2922378.250000 Penalty: 5066.589355
	Iteration 44Q: 3 clusters Score -2922378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2922378.500000 Penalty: 5066.589355
	Iteration 45Q: 3 clusters Score -2922378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2922381.500000 Penalty: 5066.589355
	Iteration 46Q: 3 clusters Score -2922382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2922381.500000 Penalty: 5066.589355
	Iteration 47F: 3 clusters Score -2922382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -70432.484375 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -70432.48 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 389 members 
Entering Unmasked Estep 
Score: -68699.046875 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -68699.05 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -69126.578125 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -69126.58 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -69468.687500 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -69468.69 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -69790.023438 Penalty: 3312.457520
	Iteration 3F: 3 clusters Score -69790.02 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -70137.226562 Penalty: 3312.457520
	Iteration 4F: 3 clusters Score -70137.23 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -70513.617188 Penalty: 3312.457520
	Iteration 5F: 3 clusters Score -70513.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -70770.789062 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -70770.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -70940.007812 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -70940.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -71012.976562 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -71012.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -71044.093750 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -71044.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -71084.195312 Penalty: 3312.457520
	Iteration 10Q: 3 clusters Score -71084.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71138.750000 Penalty: 3312.457520
	Iteration 11Q: 3 clusters Score -71138.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -71168.078125 Penalty: 3312.457520
	Iteration 12Q: 3 clusters Score -71168.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -71205.539062 Penalty: 3312.457520
	Iteration 13Q: 3 clusters Score -71205.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -71240.648438 Penalty: 3312.457520
	Iteration 14Q: 3 clusters Score -71240.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -71246.750000 Penalty: 3312.457520
	Iteration 15Q: 3 clusters Score -71246.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -71246.750000 Penalty: 3312.457520
	Iteration 16F: 3 clusters Score -71246.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 22964 members 
Mstep: Class 3 contains 9367 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 9418 members 
Mstep: Class 6 contains 23918 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23819 members 
Mstep: Class 9 contains 2743 members 
Mstep: Class 10 contains 9135 members 
Mstep: Class 11 contains 5559 members 
Mstep: Class 12 contains 16725 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 8244 members 
Mstep: Class 15 contains 7690 members 
Mstep: Class 16 contains 91411 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 8506 members 
Mstep: Class 19 contains 27307 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 13672 members 
Mstep: Class 23 contains 57124 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 8547 members 
Mstep: Class 26 contains 1736 members 
Mstep: Class 27 contains 53222 members 
Mstep: Class 28 contains 44009 members 
Mstep: Class 29 contains 19628 members 
Mstep: Class 30 contains 13438 members 
Mstep: Class 31 contains 27660 members 
Mstep: Class 32 contains 12893 members 
Mstep: Class 33 contains 10848 members 
Mstep: Class 34 contains 15165 members 
Mstep: Class 35 contains 12090 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Mstep: Class 38 contains 35746 members 
Mstep: Class 39 contains 6319 members 
Mstep: Class 40 contains 12339 members 
Mstep: Class 41 contains 12423 members 
Mstep: Class 42 contains 268 members 
Entering Unmasked Estep 
Score: -64713712.000000 Penalty: 139386.609375
Splitting cluster 20 changes total score from -64710476.000000 to -64713712.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 21 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -57251.070312 Penalty: 1641.778198
	Iteration 0F: 2 clusters Score -57251.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -55715.140625 Penalty: 3283.556396
	Iteration 0F: 3 clusters Score -55715.14 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -56113.789062 Penalty: 3283.556396
	Iteration 1F: 3 clusters Score -56113.79 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -56642.785156 Penalty: 3283.556396
	Iteration 2F: 3 clusters Score -56642.79 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -57160.519531 Penalty: 3283.556396
	Iteration 3F: 3 clusters Score -57160.52 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -58060.738281 Penalty: 3283.556396
	Iteration 4F: 3 clusters Score -58060.74 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -58617.703125 Penalty: 3283.556396
	Iteration 5F: 3 clusters Score -58617.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -58770.683594 Penalty: 3283.556396
	Iteration 6Q: 3 clusters Score -58770.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -58808.726562 Penalty: 3283.556396
	Iteration 7Q: 3 clusters Score -58808.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -58818.058594 Penalty: 3283.556396
	Iteration 8Q: 3 clusters Score -58818.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -58823.222656 Penalty: 3283.556396
	Iteration 9Q: 3 clusters Score -58823.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -58823.222656 Penalty: 3283.556396
	Iteration 10F: 3 clusters Score -58823.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 22964 members 
Mstep: Class 3 contains 9367 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 9418 members 
Mstep: Class 6 contains 23918 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23819 members 
Mstep: Class 9 contains 2743 members 
Mstep: Class 10 contains 9135 members 
Mstep: Class 11 contains 5559 members 
Mstep: Class 12 contains 16725 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 8244 members 
Mstep: Class 15 contains 7690 members 
Mstep: Class 16 contains 91411 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 8506 members 
Mstep: Class 19 contains 27307 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 13672 members 
Mstep: Class 23 contains 57124 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 8547 members 
Mstep: Class 26 contains 1736 members 
Mstep: Class 27 contains 53222 members 
Mstep: Class 28 contains 44009 members 
Mstep: Class 29 contains 19628 members 
Mstep: Class 30 contains 13438 members 
Mstep: Class 31 contains 27660 members 
Mstep: Class 32 contains 12893 members 
Mstep: Class 33 contains 10848 members 
Mstep: Class 34 contains 15165 members 
Mstep: Class 35 contains 12090 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Mstep: Class 38 contains 35746 members 
Mstep: Class 39 contains 6319 members 
Mstep: Class 40 contains 12339 members 
Mstep: Class 41 contains 12423 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 491 members 
Entering Unmasked Estep 
Score: -64713612.000000 Penalty: 142705.328125
Splitting cluster 21 changes total score from -64710476.000000 to -64713612.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 22 (13672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Entering Unmasked Estep 
Score: -1409612.375000 Penalty: 2361.730225
	Iteration 0F: 2 clusters Score -1409612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1399521.125000 Penalty: 4723.460449
	Iteration 0F: 3 clusters Score -1399521 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1402930.500000 Penalty: 4723.460449
	Iteration 1F: 3 clusters Score -1402930 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1403531.375000 Penalty: 4723.460449
	Iteration 2F: 3 clusters Score -1403531 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1404144.375000 Penalty: 4723.460449
	Iteration 3F: 3 clusters Score -1404144 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1404806.250000 Penalty: 4723.460449
	Iteration 4F: 3 clusters Score -1404806 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1405452.500000 Penalty: 4723.460449
	Iteration 5F: 3 clusters Score -1405452 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1406028.250000 Penalty: 4723.460449
	Iteration 6F: 3 clusters Score -1406028 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1406554.625000 Penalty: 4723.460449
	Iteration 7F: 3 clusters Score -1406555 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1406990.125000 Penalty: 4723.460449
	Iteration 8Q: 3 clusters Score -1406990 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1407318.500000 Penalty: 4723.460449
	Iteration 9Q: 3 clusters Score -1407318 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1407568.000000 Penalty: 4723.460449
	Iteration 10Q: 3 clusters Score -1407568 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1407770.625000 Penalty: 4723.460449
	Iteration 11Q: 3 clusters Score -1407771 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1407955.625000 Penalty: 4723.460449
	Iteration 12Q: 3 clusters Score -1407956 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1408136.375000 Penalty: 4723.460449
	Iteration 13Q: 3 clusters Score -1408136 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1408343.750000 Penalty: 4723.460449
	Iteration 14Q: 3 clusters Score -1408344 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1408557.250000 Penalty: 4723.460449
	Iteration 15Q: 3 clusters Score -1408557 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1408693.125000 Penalty: 4723.460449
	Iteration 16Q: 3 clusters Score -1408693 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1408767.375000 Penalty: 4723.460449
	Iteration 17Q: 3 clusters Score -1408767 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1408817.875000 Penalty: 4723.460449
	Iteration 18Q: 3 clusters Score -1408818 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1408844.750000 Penalty: 4723.460449
	Iteration 19Q: 3 clusters Score -1408845 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1408871.250000 Penalty: 4723.460449
	Iteration 20F: 3 clusters Score -1408871 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1408886.250000 Penalty: 4723.460449
	Iteration 21Q: 3 clusters Score -1408886 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1408903.000000 Penalty: 4723.460449
	Iteration 22Q: 3 clusters Score -1408903 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1408914.500000 Penalty: 4723.460449
	Iteration 23Q: 3 clusters Score -1408914 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1408925.375000 Penalty: 4723.460449
	Iteration 24Q: 3 clusters Score -1408925 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1408939.875000 Penalty: 4723.460449
	Iteration 25Q: 3 clusters Score -1408940 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1408949.000000 Penalty: 4723.460449
	Iteration 26Q: 3 clusters Score -1408949 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1408960.875000 Penalty: 4723.460449
	Iteration 27Q: 3 clusters Score -1408961 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1408972.500000 Penalty: 4723.460449
	Iteration 28Q: 3 clusters Score -1408972 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1408988.500000 Penalty: 4723.460449
	Iteration 29Q: 3 clusters Score -1408988 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1409013.250000 Penalty: 4723.460449
	Iteration 30Q: 3 clusters Score -1409013 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1409028.375000 Penalty: 4723.460449
	Iteration 31Q: 3 clusters Score -1409028 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1409058.125000 Penalty: 4723.460449
	Iteration 32Q: 3 clusters Score -1409058 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1409080.250000 Penalty: 4723.460449
	Iteration 33Q: 3 clusters Score -1409080 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1409100.875000 Penalty: 4723.460449
	Iteration 34Q: 3 clusters Score -1409101 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1409127.375000 Penalty: 4723.460449
	Iteration 35Q: 3 clusters Score -1409127 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1409151.375000 Penalty: 4723.460449
	Iteration 36Q: 3 clusters Score -1409151 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1409179.000000 Penalty: 4723.460449
	Iteration 37Q: 3 clusters Score -1409179 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1409223.000000 Penalty: 4723.460449
	Iteration 38Q: 3 clusters Score -1409223 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1409244.875000 Penalty: 4723.460449
	Iteration 39Q: 3 clusters Score -1409245 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1409268.500000 Penalty: 4723.460449
	Iteration 40F: 3 clusters Score -1409268 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1409293.625000 Penalty: 4723.460449
	Iteration 41Q: 3 clusters Score -1409294 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1409322.500000 Penalty: 4723.460449
	Iteration 42Q: 3 clusters Score -1409322 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1409347.250000 Penalty: 4723.460449
	Iteration 43Q: 3 clusters Score -1409347 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1409378.250000 Penalty: 4723.460449
	Iteration 44Q: 3 clusters Score -1409378 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1409402.625000 Penalty: 4723.460449
	Iteration 45Q: 3 clusters Score -1409403 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1409419.625000 Penalty: 4723.460449
	Iteration 46Q: 3 clusters Score -1409420 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1409435.500000 Penalty: 4723.460449
	Iteration 47Q: 3 clusters Score -1409436 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1409454.250000 Penalty: 4723.460449
	Iteration 48Q: 3 clusters Score -1409454 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1409477.625000 Penalty: 4723.460449
	Iteration 49Q: 3 clusters Score -1409478 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1409499.875000 Penalty: 4723.460449
	Iteration 50Q: 3 clusters Score -1409500 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1409530.625000 Penalty: 4723.460449
	Iteration 51Q: 3 clusters Score -1409531 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1409569.625000 Penalty: 4723.460449
	Iteration 52Q: 3 clusters Score -1409570 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1409602.125000 Penalty: 4723.460449
	Iteration 53Q: 3 clusters Score -1409602 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1409623.000000 Penalty: 4723.460449
	Iteration 54Q: 3 clusters Score -1409623 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1409647.875000 Penalty: 4723.460449
	Iteration 55Q: 3 clusters Score -1409648 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1409686.500000 Penalty: 4723.460449
	Iteration 56Q: 3 clusters Score -1409686 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1409753.375000 Penalty: 4723.460449
	Iteration 57Q: 3 clusters Score -1409753 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1409818.125000 Penalty: 4723.460449
	Iteration 58Q: 3 clusters Score -1409818 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1409905.875000 Penalty: 4723.460449
	Iteration 59Q: 3 clusters Score -1409906 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1409968.875000 Penalty: 4723.460449
	Iteration 60F: 3 clusters Score -1409969 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1410011.250000 Penalty: 4723.460449
	Iteration 61Q: 3 clusters Score -1410011 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1410054.875000 Penalty: 4723.460449
	Iteration 62Q: 3 clusters Score -1410055 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1410079.750000 Penalty: 4723.460449
	Iteration 63Q: 3 clusters Score -1410080 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1410098.000000 Penalty: 4723.460449
	Iteration 64Q: 3 clusters Score -1410098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1410101.750000 Penalty: 4723.460449
	Iteration 65Q: 3 clusters Score -1410102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1410110.625000 Penalty: 4723.460449
	Iteration 66Q: 3 clusters Score -1410111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1410117.625000 Penalty: 4723.460449
	Iteration 67Q: 3 clusters Score -1410118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1410121.875000 Penalty: 4723.460449
	Iteration 68Q: 3 clusters Score -1410122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1410124.125000 Penalty: 4723.460449
	Iteration 69Q: 3 clusters Score -1410124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1410127.750000 Penalty: 4723.460449
	Iteration 70Q: 3 clusters Score -1410128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1410128.625000 Penalty: 4723.460449
	Iteration 71Q: 3 clusters Score -1410129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1410129.250000 Penalty: 4723.460449
	Iteration 72Q: 3 clusters Score -1410129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1410130.375000 Penalty: 4723.460449
	Iteration 73Q: 3 clusters Score -1410130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1410129.125000 Penalty: 4723.460449
	Iteration 74Q: 3 clusters Score -1410129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1410129.125000 Penalty: 4723.460449
	Iteration 75F: 3 clusters Score -1410129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 22964 members 
Mstep: Class 3 contains 9367 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 9418 members 
Mstep: Class 6 contains 23918 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23819 members 
Mstep: Class 9 contains 2743 members 
Mstep: Class 10 contains 9135 members 
Mstep: Class 11 contains 5559 members 
Mstep: Class 12 contains 16725 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 8244 members 
Mstep: Class 15 contains 7690 members 
Mstep: Class 16 contains 91411 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 8506 members 
Mstep: Class 19 contains 27307 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 2007 members 
Mstep: Class 23 contains 57124 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 8547 members 
Mstep: Class 26 contains 1736 members 
Mstep: Class 27 contains 53222 members 
Mstep: Class 28 contains 44009 members 
Mstep: Class 29 contains 19628 members 
Mstep: Class 30 contains 13438 members 
Mstep: Class 31 contains 27660 members 
Mstep: Class 32 contains 12893 members 
Mstep: Class 33 contains 10848 members 
Mstep: Class 34 contains 15165 members 
Mstep: Class 35 contains 12090 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Mstep: Class 38 contains 35746 members 
Mstep: Class 39 contains 6319 members 
Mstep: Class 40 contains 12339 members 
Mstep: Class 41 contains 12423 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 11665 members 
Entering Unmasked Estep 
Score: -64713308.000000 Penalty: 146024.062500
Splitting cluster 22 changes total score from -64710476.000000 to -64713308.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 23 (57124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57124 members 
Entering Unmasked Estep 
Score: -5644962.500000 Penalty: 2716.339111
	Iteration 0F: 2 clusters Score -5644962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -5606685.000000 Penalty: 5432.678223
	Iteration 0F: 3 clusters Score -5606685 nChanged 26431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -5622098.500000 Penalty: 5432.678223
	Iteration 1F: 3 clusters Score -5622098 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -5623544.500000 Penalty: 5432.678223
	Iteration 2F: 3 clusters Score -5623544 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -5625321.500000 Penalty: 5432.678223
	Iteration 3F: 3 clusters Score -5625322 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -5627056.000000 Penalty: 5432.678223
	Iteration 4F: 3 clusters Score -5627056 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -5628585.000000 Penalty: 5432.678223
	Iteration 5F: 3 clusters Score -5628585 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -5629879.500000 Penalty: 5432.678223
	Iteration 6F: 3 clusters Score -5629880 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -5631021.000000 Penalty: 5432.678223
	Iteration 7Q: 3 clusters Score -5631021 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -5632150.000000 Penalty: 5432.678223
	Iteration 8Q: 3 clusters Score -5632150 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -5633128.500000 Penalty: 5432.678223
	Iteration 9Q: 3 clusters Score -5633128 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -5634284.500000 Penalty: 5432.678223
	Iteration 10Q: 3 clusters Score -5634284 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -5635476.000000 Penalty: 5432.678223
	Iteration 11Q: 3 clusters Score -5635476 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -5636769.500000 Penalty: 5432.678223
	Iteration 12Q: 3 clusters Score -5636770 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -5638123.000000 Penalty: 5432.678223
	Iteration 13Q: 3 clusters Score -5638123 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -5639332.500000 Penalty: 5432.678223
	Iteration 14Q: 3 clusters Score -5639332 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47795 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -5640288.000000 Penalty: 5432.678223
	Iteration 15Q: 3 clusters Score -5640288 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48980 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -5641028.000000 Penalty: 5432.678223
	Iteration 16Q: 3 clusters Score -5641028 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49956 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -5641599.000000 Penalty: 5432.678223
	Iteration 17Q: 3 clusters Score -5641599 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -5642120.000000 Penalty: 5432.678223
	Iteration 18Q: 3 clusters Score -5642120 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51394 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -5642502.000000 Penalty: 5432.678223
	Iteration 19Q: 3 clusters Score -5642502 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51865 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -5642736.500000 Penalty: 5432.678223
	Iteration 20F: 3 clusters Score -5642736 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -5642920.000000 Penalty: 5432.678223
	Iteration 21Q: 3 clusters Score -5642920 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52576 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -5643067.000000 Penalty: 5432.678223
	Iteration 22Q: 3 clusters Score -5643067 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52870 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -5643166.500000 Penalty: 5432.678223
	Iteration 23Q: 3 clusters Score -5643166 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53114 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -5643262.000000 Penalty: 5432.678223
	Iteration 24Q: 3 clusters Score -5643262 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53299 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -5643309.500000 Penalty: 5432.678223
	Iteration 25Q: 3 clusters Score -5643310 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53463 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -5643355.000000 Penalty: 5432.678223
	Iteration 26Q: 3 clusters Score -5643355 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53603 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -5643412.000000 Penalty: 5432.678223
	Iteration 27Q: 3 clusters Score -5643412 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53729 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -5643437.500000 Penalty: 5432.678223
	Iteration 28Q: 3 clusters Score -5643438 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53830 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -5643464.500000 Penalty: 5432.678223
	Iteration 29Q: 3 clusters Score -5643464 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53916 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -5643492.500000 Penalty: 5432.678223
	Iteration 30Q: 3 clusters Score -5643492 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53993 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -5643521.500000 Penalty: 5432.678223
	Iteration 31Q: 3 clusters Score -5643522 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54058 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -5643547.000000 Penalty: 5432.678223
	Iteration 32Q: 3 clusters Score -5643547 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54113 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -5643562.500000 Penalty: 5432.678223
	Iteration 33Q: 3 clusters Score -5643562 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54176 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -5643575.000000 Penalty: 5432.678223
	Iteration 34Q: 3 clusters Score -5643575 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54229 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -5643585.500000 Penalty: 5432.678223
	Iteration 35Q: 3 clusters Score -5643586 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -5643597.500000 Penalty: 5432.678223
	Iteration 36Q: 3 clusters Score -5643598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54295 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -5643603.000000 Penalty: 5432.678223
	Iteration 37Q: 3 clusters Score -5643603 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54322 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -5643601.500000 Penalty: 5432.678223
	Iteration 38Q: 3 clusters Score -5643602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54347 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -5643615.000000 Penalty: 5432.678223
	Iteration 39Q: 3 clusters Score -5643615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -5643617.000000 Penalty: 5432.678223
	Iteration 40F: 3 clusters Score -5643617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54386 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -5643624.000000 Penalty: 5432.678223
	Iteration 41Q: 3 clusters Score -5643624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54398 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -5643624.500000 Penalty: 5432.678223
	Iteration 42Q: 3 clusters Score -5643624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54408 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -5643631.000000 Penalty: 5432.678223
	Iteration 43Q: 3 clusters Score -5643631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54415 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -5643634.500000 Penalty: 5432.678223
	Iteration 44Q: 3 clusters Score -5643634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54420 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -5643633.000000 Penalty: 5432.678223
	Iteration 45Q: 3 clusters Score -5643633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54434 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -5643636.500000 Penalty: 5432.678223
	Iteration 46Q: 3 clusters Score -5643636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54448 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -5643639.000000 Penalty: 5432.678223
	Iteration 47Q: 3 clusters Score -5643639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54460 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -5643646.000000 Penalty: 5432.678223
	Iteration 48Q: 3 clusters Score -5643646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -5643644.000000 Penalty: 5432.678223
	Iteration 49Q: 3 clusters Score -5643644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54482 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -5643646.500000 Penalty: 5432.678223
	Iteration 50Q: 3 clusters Score -5643646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54491 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -5643654.500000 Penalty: 5432.678223
	Iteration 51Q: 3 clusters Score -5643654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54494 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -5643657.500000 Penalty: 5432.678223
	Iteration 52Q: 3 clusters Score -5643658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54496 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -5643657.000000 Penalty: 5432.678223
	Iteration 53Q: 3 clusters Score -5643657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54499 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -5643655.500000 Penalty: 5432.678223
	Iteration 54Q: 3 clusters Score -5643656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -5643662.000000 Penalty: 5432.678223
	Iteration 55Q: 3 clusters Score -5643662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54507 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -5643665.500000 Penalty: 5432.678223
	Iteration 56Q: 3 clusters Score -5643666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54509 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -5643665.500000 Penalty: 5432.678223
	Iteration 57Q: 3 clusters Score -5643666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -5643661.000000 Penalty: 5432.678223
	Iteration 58Q: 3 clusters Score -5643661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -5643656.000000 Penalty: 5432.678223
	Iteration 59Q: 3 clusters Score -5643656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54518 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -5643661.500000 Penalty: 5432.678223
	Iteration 60F: 3 clusters Score -5643662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54525 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -5643654.000000 Penalty: 5432.678223
	Iteration 61Q: 3 clusters Score -5643654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54535 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -5643669.500000 Penalty: 5432.678223
	Iteration 62Q: 3 clusters Score -5643670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54545 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -5643673.500000 Penalty: 5432.678223
	Iteration 63Q: 3 clusters Score -5643674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54548 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -5643662.000000 Penalty: 5432.678223
	Iteration 64Q: 3 clusters Score -5643662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54556 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -5643667.000000 Penalty: 5432.678223
	Iteration 65Q: 3 clusters Score -5643667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -5643668.500000 Penalty: 5432.678223
	Iteration 66Q: 3 clusters Score -5643668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54564 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -5643676.500000 Penalty: 5432.678223
	Iteration 67Q: 3 clusters Score -5643676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -5643676.500000 Penalty: 5432.678223
	Iteration 68Q: 3 clusters Score -5643676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -5643675.000000 Penalty: 5432.678223
	Iteration 69Q: 3 clusters Score -5643675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54580 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -5643679.500000 Penalty: 5432.678223
	Iteration 70Q: 3 clusters Score -5643680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54584 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -5643679.000000 Penalty: 5432.678223
	Iteration 71Q: 3 clusters Score -5643679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54587 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -5643679.000000 Penalty: 5432.678223
	Iteration 72Q: 3 clusters Score -5643679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -5643688.000000 Penalty: 5432.678223
	Iteration 73Q: 3 clusters Score -5643688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -5643680.500000 Penalty: 5432.678223
	Iteration 74Q: 3 clusters Score -5643680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -5643686.000000 Penalty: 5432.678223
	Iteration 75Q: 3 clusters Score -5643686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54594 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -5643688.000000 Penalty: 5432.678223
	Iteration 76Q: 3 clusters Score -5643688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54597 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -5643687.000000 Penalty: 5432.678223
	Iteration 77Q: 3 clusters Score -5643687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -5643684.000000 Penalty: 5432.678223
	Iteration 78Q: 3 clusters Score -5643684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -5643684.000000 Penalty: 5432.678223
	Iteration 79F: 3 clusters Score -5643684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Entering Unmasked Estep 
Score: -280232.687500 Penalty: 1974.333252
	Iteration 0F: 2 clusters Score -280232.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -277100.968750 Penalty: 3948.666504
	Iteration 0F: 3 clusters Score -277101 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -277748.187500 Penalty: 3948.666504
	Iteration 1F: 3 clusters Score -277748.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -277957.750000 Penalty: 3948.666504
	Iteration 2F: 3 clusters Score -277957.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -278126.687500 Penalty: 3948.666504
	Iteration 3F: 3 clusters Score -278126.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -278270.812500 Penalty: 3948.666504
	Iteration 4F: 3 clusters Score -278270.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -278435.968750 Penalty: 3948.666504
	Iteration 5Q: 3 clusters Score -278436 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -278599.562500 Penalty: 3948.666504
	Iteration 6F: 3 clusters Score -278599.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -278737.000000 Penalty: 3948.666504
	Iteration 7Q: 3 clusters Score -278737 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -278842.281250 Penalty: 3948.666504
	Iteration 8Q: 3 clusters Score -278842.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -278919.000000 Penalty: 3948.666504
	Iteration 9Q: 3 clusters Score -278919 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -278972.062500 Penalty: 3948.666504
	Iteration 10Q: 3 clusters Score -278972.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -279015.250000 Penalty: 3948.666504
	Iteration 11Q: 3 clusters Score -279015.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -279041.500000 Penalty: 3948.666504
	Iteration 12Q: 3 clusters Score -279041.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -279066.937500 Penalty: 3948.666504
	Iteration 13Q: 3 clusters Score -279066.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -279081.218750 Penalty: 3948.666504
	Iteration 14Q: 3 clusters Score -279081.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -279094.468750 Penalty: 3948.666504
	Iteration 15Q: 3 clusters Score -279094.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -279109.468750 Penalty: 3948.666504
	Iteration 16Q: 3 clusters Score -279109.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -279126.687500 Penalty: 3948.666504
	Iteration 17Q: 3 clusters Score -279126.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -279139.468750 Penalty: 3948.666504
	Iteration 18Q: 3 clusters Score -279139.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -279142.343750 Penalty: 3948.666504
	Iteration 19Q: 3 clusters Score -279142.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -279147.093750 Penalty: 3948.666504
	Iteration 20F: 3 clusters Score -279147.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -279152.562500 Penalty: 3948.666504
	Iteration 21Q: 3 clusters Score -279152.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -279158.906250 Penalty: 3948.666504
	Iteration 22Q: 3 clusters Score -279158.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -279165.187500 Penalty: 3948.666504
	Iteration 23Q: 3 clusters Score -279165.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -279173.250000 Penalty: 3948.666504
	Iteration 24Q: 3 clusters Score -279173.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -279176.812500 Penalty: 3948.666504
	Iteration 25Q: 3 clusters Score -279176.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -279181.625000 Penalty: 3948.666504
	Iteration 26Q: 3 clusters Score -279181.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -279185.156250 Penalty: 3948.666504
	Iteration 27Q: 3 clusters Score -279185.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -279190.437500 Penalty: 3948.666504
	Iteration 28Q: 3 clusters Score -279190.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -279193.562500 Penalty: 3948.666504
	Iteration 29Q: 3 clusters Score -279193.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -279197.718750 Penalty: 3948.666504
	Iteration 30Q: 3 clusters Score -279197.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -279203.218750 Penalty: 3948.666504
	Iteration 31Q: 3 clusters Score -279203.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -279205.750000 Penalty: 3948.666504
	Iteration 32Q: 3 clusters Score -279205.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -279208.437500 Penalty: 3948.666504
	Iteration 33Q: 3 clusters Score -279208.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -279210.906250 Penalty: 3948.666504
	Iteration 34Q: 3 clusters Score -279210.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -279211.375000 Penalty: 3948.666504
	Iteration 35Q: 3 clusters Score -279211.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -279211.375000 Penalty: 3948.666504
	Iteration 36F: 3 clusters Score -279211.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Entering Unmasked Estep 
Score: -821404.125000 Penalty: 2245.227051
	Iteration 0F: 2 clusters Score -821404.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -814713.562500 Penalty: 4490.454102
	Iteration 0F: 3 clusters Score -814713.6 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -816628.437500 Penalty: 4490.454102
	Iteration 1F: 3 clusters Score -816628.4 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -816951.875000 Penalty: 4490.454102
	Iteration 2F: 3 clusters Score -816951.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -817277.750000 Penalty: 4490.454102
	Iteration 3F: 3 clusters Score -817277.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -817574.812500 Penalty: 4490.454102
	Iteration 4F: 3 clusters Score -817574.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -817867.937500 Penalty: 4490.454102
	Iteration 5Q: 3 clusters Score -817867.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -818204.000000 Penalty: 4490.454102
	Iteration 6Q: 3 clusters Score -818204 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -818563.750000 Penalty: 4490.454102
	Iteration 7Q: 3 clusters Score -818563.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -818885.437500 Penalty: 4490.454102
	Iteration 8Q: 3 clusters Score -818885.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -819119.562500 Penalty: 4490.454102
	Iteration 9Q: 3 clusters Score -819119.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -819292.437500 Penalty: 4490.454102
	Iteration 10Q: 3 clusters Score -819292.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -819431.625000 Penalty: 4490.454102
	Iteration 11Q: 3 clusters Score -819431.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -819537.375000 Penalty: 4490.454102
	Iteration 12Q: 3 clusters Score -819537.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -819601.687500 Penalty: 4490.454102
	Iteration 13Q: 3 clusters Score -819601.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -819648.000000 Penalty: 4490.454102
	Iteration 14Q: 3 clusters Score -819648 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -819673.750000 Penalty: 4490.454102
	Iteration 15Q: 3 clusters Score -819673.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -819688.562500 Penalty: 4490.454102
	Iteration 16Q: 3 clusters Score -819688.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -819699.562500 Penalty: 4490.454102
	Iteration 17Q: 3 clusters Score -819699.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -819706.937500 Penalty: 4490.454102
	Iteration 18Q: 3 clusters Score -819706.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -819711.812500 Penalty: 4490.454102
	Iteration 19Q: 3 clusters Score -819711.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -819718.750000 Penalty: 4490.454102
	Iteration 20F: 3 clusters Score -819718.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -819722.562500 Penalty: 4490.454102
	Iteration 21Q: 3 clusters Score -819722.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -819724.687500 Penalty: 4490.454102
	Iteration 22Q: 3 clusters Score -819724.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -819730.187500 Penalty: 4490.454102
	Iteration 23Q: 3 clusters Score -819730.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -819731.000000 Penalty: 4490.454102
	Iteration 24Q: 3 clusters Score -819731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -819731.250000 Penalty: 4490.454102
	Iteration 25Q: 3 clusters Score -819731.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -819732.187500 Penalty: 4490.454102
	Iteration 26Q: 3 clusters Score -819732.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -819731.000000 Penalty: 4490.454102
	Iteration 27Q: 3 clusters Score -819731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -819731.812500 Penalty: 4490.454102
	Iteration 28Q: 3 clusters Score -819731.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -819733.437500 Penalty: 4490.454102
	Iteration 29Q: 3 clusters Score -819733.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -819734.750000 Penalty: 4490.454102
	Iteration 30Q: 3 clusters Score -819734.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -819737.125000 Penalty: 4490.454102
	Iteration 31Q: 3 clusters Score -819737.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -819736.937500 Penalty: 4490.454102
	Iteration 32Q: 3 clusters Score -819736.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -819735.875000 Penalty: 4490.454102
	Iteration 33Q: 3 clusters Score -819735.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -819738.187500 Penalty: 4490.454102
	Iteration 34Q: 3 clusters Score -819738.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -819737.250000 Penalty: 4490.454102
	Iteration 35Q: 3 clusters Score -819737.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -819739.000000 Penalty: 4490.454102
	Iteration 36Q: 3 clusters Score -819739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -819740.750000 Penalty: 4490.454102
	Iteration 37Q: 3 clusters Score -819740.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -819744.000000 Penalty: 4490.454102
	Iteration 38Q: 3 clusters Score -819744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -819744.812500 Penalty: 4490.454102
	Iteration 39Q: 3 clusters Score -819744.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -819744.562500 Penalty: 4490.454102
	Iteration 40F: 3 clusters Score -819744.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -819744.875000 Penalty: 4490.454102
	Iteration 41Q: 3 clusters Score -819744.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -819744.312500 Penalty: 4490.454102
	Iteration 42Q: 3 clusters Score -819744.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -819747.750000 Penalty: 4490.454102
	Iteration 43Q: 3 clusters Score -819747.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -819747.750000 Penalty: 4490.454102
	Iteration 44F: 3 clusters Score -819747.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Entering Unmasked Estep 
Score: -178586.093750 Penalty: 1849.916016
	Iteration 0F: 2 clusters Score -178586.1 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 879 members 
Entering Unmasked Estep 
Score: -176163.250000 Penalty: 3699.832031
	Iteration 0F: 3 clusters Score -176163.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -176791.734375 Penalty: 3699.832031
	Iteration 1F: 3 clusters Score -176791.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -177332.296875 Penalty: 3699.832031
	Iteration 2F: 3 clusters Score -177332.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -178032.765625 Penalty: 3699.832031
	Iteration 3F: 3 clusters Score -178032.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -178631.187500 Penalty: 3699.832031
	Iteration 4F: 3 clusters Score -178631.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -178978.109375 Penalty: 3699.832031
	Iteration 5F: 3 clusters Score -178978.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -179166.984375 Penalty: 3699.832031
	Iteration 6Q: 3 clusters Score -179167 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -179291.796875 Penalty: 3699.832031
	Iteration 7Q: 3 clusters Score -179291.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -179410.609375 Penalty: 3699.832031
	Iteration 8Q: 3 clusters Score -179410.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -179537.312500 Penalty: 3699.832031
	Iteration 9Q: 3 clusters Score -179537.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -179661.718750 Penalty: 3699.832031
	Iteration 10Q: 3 clusters Score -179661.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -179792.687500 Penalty: 3699.832031
	Iteration 11Q: 3 clusters Score -179792.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -179852.781250 Penalty: 3699.832031
	Iteration 12Q: 3 clusters Score -179852.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -179876.062500 Penalty: 3699.832031
	Iteration 13Q: 3 clusters Score -179876.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -179885.000000 Penalty: 3699.832031
	Iteration 14Q: 3 clusters Score -179885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -179887.484375 Penalty: 3699.832031
	Iteration 15Q: 3 clusters Score -179887.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -179889.562500 Penalty: 3699.832031
	Iteration 16Q: 3 clusters Score -179889.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -179890.656250 Penalty: 3699.832031
	Iteration 17Q: 3 clusters Score -179890.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -179890.656250 Penalty: 3699.832031
	Iteration 18F: 3 clusters Score -179890.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 22964 members 
Mstep: Class 3 contains 9367 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 9418 members 
Mstep: Class 6 contains 23918 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23819 members 
Mstep: Class 9 contains 2743 members 
Mstep: Class 10 contains 9135 members 
Mstep: Class 11 contains 5559 members 
Mstep: Class 12 contains 16725 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 8244 members 
Mstep: Class 15 contains 7690 members 
Mstep: Class 16 contains 91411 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 8506 members 
Mstep: Class 19 contains 27307 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 2007 members 
Mstep: Class 23 contains 57124 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 8547 members 
Mstep: Class 26 contains 979 members 
Mstep: Class 27 contains 53222 members 
Mstep: Class 28 contains 44009 members 
Mstep: Class 29 contains 19628 members 
Mstep: Class 30 contains 13438 members 
Mstep: Class 31 contains 27660 members 
Mstep: Class 32 contains 12893 members 
Mstep: Class 33 contains 10848 members 
Mstep: Class 34 contains 15165 members 
Mstep: Class 35 contains 12090 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Mstep: Class 38 contains 35746 members 
Mstep: Class 39 contains 6319 members 
Mstep: Class 40 contains 12339 members 
Mstep: Class 41 contains 12423 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 11665 members 
Mstep: Class 45 contains 757 members 
Entering Unmasked Estep 
Score: -64713140.000000 Penalty: 149342.796875
Splitting cluster 26 changes total score from -64710476.000000 to -64713140.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 27 (53222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53222 members 
Entering Unmasked Estep 
Score: -5727497.500000 Penalty: 2698.792236
	Iteration 0F: 2 clusters Score -5727498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -5691775.000000 Penalty: 5397.584473
	Iteration 0F: 3 clusters Score -5691775 nChanged 24614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -5706433.500000 Penalty: 5397.584473
	Iteration 1F: 3 clusters Score -5706434 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -5708470.000000 Penalty: 5397.584473
	Iteration 2F: 3 clusters Score -5708470 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -5710954.500000 Penalty: 5397.584473
	Iteration 3F: 3 clusters Score -5710954 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -5713576.000000 Penalty: 5397.584473
	Iteration 4F: 3 clusters Score -5713576 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -5715715.500000 Penalty: 5397.584473
	Iteration 5F: 3 clusters Score -5715716 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -5717210.000000 Penalty: 5397.584473
	Iteration 6F: 3 clusters Score -5717210 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -5718307.000000 Penalty: 5397.584473
	Iteration 7Q: 3 clusters Score -5718307 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -5719187.000000 Penalty: 5397.584473
	Iteration 8Q: 3 clusters Score -5719187 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -5720037.500000 Penalty: 5397.584473
	Iteration 9Q: 3 clusters Score -5720038 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -5720988.000000 Penalty: 5397.584473
	Iteration 10Q: 3 clusters Score -5720988 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -5722142.000000 Penalty: 5397.584473
	Iteration 11Q: 3 clusters Score -5722142 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -5723263.500000 Penalty: 5397.584473
	Iteration 12Q: 3 clusters Score -5723264 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -5724140.000000 Penalty: 5397.584473
	Iteration 13Q: 3 clusters Score -5724140 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -5724622.000000 Penalty: 5397.584473
	Iteration 14Q: 3 clusters Score -5724622 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -5724963.500000 Penalty: 5397.584473
	Iteration 15Q: 3 clusters Score -5724964 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -5725257.000000 Penalty: 5397.584473
	Iteration 16Q: 3 clusters Score -5725257 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -5725473.000000 Penalty: 5397.584473
	Iteration 17Q: 3 clusters Score -5725473 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -5725620.500000 Penalty: 5397.584473
	Iteration 18Q: 3 clusters Score -5725620 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -5725737.000000 Penalty: 5397.584473
	Iteration 19Q: 3 clusters Score -5725737 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -5725827.500000 Penalty: 5397.584473
	Iteration 20F: 3 clusters Score -5725828 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -5725851.500000 Penalty: 5397.584473
	Iteration 21Q: 3 clusters Score -5725852 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -5725913.500000 Penalty: 5397.584473
	Iteration 22Q: 3 clusters Score -5725914 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -5725961.000000 Penalty: 5397.584473
	Iteration 23Q: 3 clusters Score -5725961 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -5726001.000000 Penalty: 5397.584473
	Iteration 24Q: 3 clusters Score -5726001 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -5726001.500000 Penalty: 5397.584473
	Iteration 25Q: 3 clusters Score -5726002 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -5726037.000000 Penalty: 5397.584473
	Iteration 26Q: 3 clusters Score -5726037 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -5726056.500000 Penalty: 5397.584473
	Iteration 27Q: 3 clusters Score -5726056 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -5726054.500000 Penalty: 5397.584473
	Iteration 28Q: 3 clusters Score -5726054 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -5726079.000000 Penalty: 5397.584473
	Iteration 29Q: 3 clusters Score -5726079 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -5726094.500000 Penalty: 5397.584473
	Iteration 30Q: 3 clusters Score -5726094 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -5726118.000000 Penalty: 5397.584473
	Iteration 31Q: 3 clusters Score -5726118 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -5726121.500000 Penalty: 5397.584473
	Iteration 32Q: 3 clusters Score -5726122 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43366 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -5726116.000000 Penalty: 5397.584473
	Iteration 33Q: 3 clusters Score -5726116 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -5726126.500000 Penalty: 5397.584473
	Iteration 34Q: 3 clusters Score -5726126 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -5726156.000000 Penalty: 5397.584473
	Iteration 35Q: 3 clusters Score -5726156 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43706 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -5726143.000000 Penalty: 5397.584473
	Iteration 36Q: 3 clusters Score -5726143 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -5726167.000000 Penalty: 5397.584473
	Iteration 37Q: 3 clusters Score -5726167 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -5726189.500000 Penalty: 5397.584473
	Iteration 38Q: 3 clusters Score -5726190 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -5726214.000000 Penalty: 5397.584473
	Iteration 39Q: 3 clusters Score -5726214 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -5726223.000000 Penalty: 5397.584473
	Iteration 40F: 3 clusters Score -5726223 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -5726243.500000 Penalty: 5397.584473
	Iteration 41Q: 3 clusters Score -5726244 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -5726258.000000 Penalty: 5397.584473
	Iteration 42Q: 3 clusters Score -5726258 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -5726287.500000 Penalty: 5397.584473
	Iteration 43Q: 3 clusters Score -5726288 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -5726311.500000 Penalty: 5397.584473
	Iteration 44Q: 3 clusters Score -5726312 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -5726347.000000 Penalty: 5397.584473
	Iteration 45Q: 3 clusters Score -5726347 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -5726359.000000 Penalty: 5397.584473
	Iteration 46Q: 3 clusters Score -5726359 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45147 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -5726393.000000 Penalty: 5397.584473
	Iteration 47Q: 3 clusters Score -5726393 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -5726427.500000 Penalty: 5397.584473
	Iteration 48Q: 3 clusters Score -5726428 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -5726437.500000 Penalty: 5397.584473
	Iteration 49Q: 3 clusters Score -5726438 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -5726457.500000 Penalty: 5397.584473
	Iteration 50Q: 3 clusters Score -5726458 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45766 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -5726468.000000 Penalty: 5397.584473
	Iteration 51Q: 3 clusters Score -5726468 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -5726518.500000 Penalty: 5397.584473
	Iteration 52Q: 3 clusters Score -5726518 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -5726559.000000 Penalty: 5397.584473
	Iteration 53Q: 3 clusters Score -5726559 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -5726601.000000 Penalty: 5397.584473
	Iteration 54Q: 3 clusters Score -5726601 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -5726648.500000 Penalty: 5397.584473
	Iteration 55Q: 3 clusters Score -5726648 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -5726689.500000 Penalty: 5397.584473
	Iteration 56Q: 3 clusters Score -5726690 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -5726719.500000 Penalty: 5397.584473
	Iteration 57Q: 3 clusters Score -5726720 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -5726762.000000 Penalty: 5397.584473
	Iteration 58Q: 3 clusters Score -5726762 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -5726800.000000 Penalty: 5397.584473
	Iteration 59Q: 3 clusters Score -5726800 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -5726846.500000 Penalty: 5397.584473
	Iteration 60F: 3 clusters Score -5726846 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -5726864.500000 Penalty: 5397.584473
	Iteration 61Q: 3 clusters Score -5726864 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -5726919.000000 Penalty: 5397.584473
	Iteration 62Q: 3 clusters Score -5726919 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -5726949.000000 Penalty: 5397.584473
	Iteration 63Q: 3 clusters Score -5726949 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47809 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -5726984.500000 Penalty: 5397.584473
	Iteration 64Q: 3 clusters Score -5726984 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -5726995.000000 Penalty: 5397.584473
	Iteration 65Q: 3 clusters Score -5726995 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48056 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -5727020.500000 Penalty: 5397.584473
	Iteration 66Q: 3 clusters Score -5727020 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48166 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -5727037.000000 Penalty: 5397.584473
	Iteration 67Q: 3 clusters Score -5727037 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48298 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -5727042.500000 Penalty: 5397.584473
	Iteration 68Q: 3 clusters Score -5727042 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48417 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -5727084.000000 Penalty: 5397.584473
	Iteration 69Q: 3 clusters Score -5727084 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -5727122.000000 Penalty: 5397.584473
	Iteration 70Q: 3 clusters Score -5727122 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -5727125.500000 Penalty: 5397.584473
	Iteration 71Q: 3 clusters Score -5727126 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -5727147.000000 Penalty: 5397.584473
	Iteration 72Q: 3 clusters Score -5727147 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48788 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -5727170.500000 Penalty: 5397.584473
	Iteration 73Q: 3 clusters Score -5727170 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48870 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -5727194.000000 Penalty: 5397.584473
	Iteration 74Q: 3 clusters Score -5727194 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48950 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -5727208.500000 Penalty: 5397.584473
	Iteration 75Q: 3 clusters Score -5727208 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -5727213.500000 Penalty: 5397.584473
	Iteration 76Q: 3 clusters Score -5727214 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -5727228.000000 Penalty: 5397.584473
	Iteration 77Q: 3 clusters Score -5727228 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49167 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -5727255.500000 Penalty: 5397.584473
	Iteration 78Q: 3 clusters Score -5727256 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -5727272.500000 Penalty: 5397.584473
	Iteration 79Q: 3 clusters Score -5727272 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49310 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -5727282.500000 Penalty: 5397.584473
	Iteration 80F: 3 clusters Score -5727282 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -5727310.000000 Penalty: 5397.584473
	Iteration 81Q: 3 clusters Score -5727310 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -5727327.500000 Penalty: 5397.584473
	Iteration 82Q: 3 clusters Score -5727328 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49459 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -5727335.500000 Penalty: 5397.584473
	Iteration 83Q: 3 clusters Score -5727336 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -5727350.000000 Penalty: 5397.584473
	Iteration 84Q: 3 clusters Score -5727350 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49534 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -5727348.000000 Penalty: 5397.584473
	Iteration 85Q: 3 clusters Score -5727348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49558 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -5727344.500000 Penalty: 5397.584473
	Iteration 86Q: 3 clusters Score -5727344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -5727356.000000 Penalty: 5397.584473
	Iteration 87Q: 3 clusters Score -5727356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49600 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -5727366.000000 Penalty: 5397.584473
	Iteration 88Q: 3 clusters Score -5727366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -5727370.000000 Penalty: 5397.584473
	Iteration 89Q: 3 clusters Score -5727370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49648 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -5727377.000000 Penalty: 5397.584473
	Iteration 90Q: 3 clusters Score -5727377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49669 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -5727381.000000 Penalty: 5397.584473
	Iteration 91Q: 3 clusters Score -5727381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49685 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -5727387.000000 Penalty: 5397.584473
	Iteration 92Q: 3 clusters Score -5727387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49692 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -5727383.500000 Penalty: 5397.584473
	Iteration 93Q: 3 clusters Score -5727384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -5727389.500000 Penalty: 5397.584473
	Iteration 94Q: 3 clusters Score -5727390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49708 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -5727389.000000 Penalty: 5397.584473
	Iteration 95Q: 3 clusters Score -5727389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49712 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -5727387.000000 Penalty: 5397.584473
	Iteration 96Q: 3 clusters Score -5727387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49716 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -5727389.500000 Penalty: 5397.584473
	Iteration 97Q: 3 clusters Score -5727390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49722 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -5727392.000000 Penalty: 5397.584473
	Iteration 98Q: 3 clusters Score -5727392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49727 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -5727391.500000 Penalty: 5397.584473
	Iteration 99Q: 3 clusters Score -5727392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49728 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -5727388.000000 Penalty: 5397.584473
	Iteration 100F: 3 clusters Score -5727388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49729 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -5727388.500000 Penalty: 5397.584473
	Iteration 101Q: 3 clusters Score -5727388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49731 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -5727392.500000 Penalty: 5397.584473
	Iteration 102Q: 3 clusters Score -5727392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49732 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -5727390.000000 Penalty: 5397.584473
	Iteration 103Q: 3 clusters Score -5727390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49732 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -5727390.000000 Penalty: 5397.584473
	Iteration 104F: 3 clusters Score -5727390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (44009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Entering Unmasked Estep 
Score: -4788937.000000 Penalty: 2651.653076
	Iteration 0F: 2 clusters Score -4788937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -4759139.000000 Penalty: 5303.306152
	Iteration 0F: 3 clusters Score -4759139 nChanged 20173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -4770540.500000 Penalty: 5303.306152
	Iteration 1F: 3 clusters Score -4770540 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -4771663.000000 Penalty: 5303.306152
	Iteration 2F: 3 clusters Score -4771663 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -4773323.500000 Penalty: 5303.306152
	Iteration 3F: 3 clusters Score -4773324 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -4775627.500000 Penalty: 5303.306152
	Iteration 4F: 3 clusters Score -4775628 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -4778449.000000 Penalty: 5303.306152
	Iteration 5F: 3 clusters Score -4778449 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -4781215.500000 Penalty: 5303.306152
	Iteration 6F: 3 clusters Score -4781216 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -4783728.500000 Penalty: 5303.306152
	Iteration 7F: 3 clusters Score -4783728 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -4785982.500000 Penalty: 5303.306152
	Iteration 8F: 3 clusters Score -4785982 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -4788128.500000 Penalty: 5303.306152
	Iteration 9Q: 3 clusters Score -4788128 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -4789923.500000 Penalty: 5303.306152
	Iteration 10Q: 3 clusters Score -4789924 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -4791088.000000 Penalty: 5303.306152
	Iteration 11Q: 3 clusters Score -4791088 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -4791758.000000 Penalty: 5303.306152
	Iteration 12Q: 3 clusters Score -4791758 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -4792098.500000 Penalty: 5303.306152
	Iteration 13Q: 3 clusters Score -4792098 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -4792248.500000 Penalty: 5303.306152
	Iteration 14Q: 3 clusters Score -4792248 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -4792314.000000 Penalty: 5303.306152
	Iteration 15Q: 3 clusters Score -4792314 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -4792344.000000 Penalty: 5303.306152
	Iteration 16Q: 3 clusters Score -4792344 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -4792355.500000 Penalty: 5303.306152
	Iteration 17Q: 3 clusters Score -4792356 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -4792358.500000 Penalty: 5303.306152
	Iteration 18Q: 3 clusters Score -4792358 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -4792365.500000 Penalty: 5303.306152
	Iteration 19Q: 3 clusters Score -4792366 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -4792364.000000 Penalty: 5303.306152
	Iteration 20F: 3 clusters Score -4792364 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -4792377.500000 Penalty: 5303.306152
	Iteration 21Q: 3 clusters Score -4792378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -4792375.500000 Penalty: 5303.306152
	Iteration 22Q: 3 clusters Score -4792376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -4792373.000000 Penalty: 5303.306152
	Iteration 23Q: 3 clusters Score -4792373 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -4792377.500000 Penalty: 5303.306152
	Iteration 24Q: 3 clusters Score -4792378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -4792381.500000 Penalty: 5303.306152
	Iteration 25Q: 3 clusters Score -4792382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -4792383.500000 Penalty: 5303.306152
	Iteration 26Q: 3 clusters Score -4792384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -4792387.500000 Penalty: 5303.306152
	Iteration 27Q: 3 clusters Score -4792388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -4792386.000000 Penalty: 5303.306152
	Iteration 28Q: 3 clusters Score -4792386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -4792382.000000 Penalty: 5303.306152
	Iteration 29Q: 3 clusters Score -4792382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -4792383.500000 Penalty: 5303.306152
	Iteration 30Q: 3 clusters Score -4792384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -4792385.500000 Penalty: 5303.306152
	Iteration 31Q: 3 clusters Score -4792386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -4792389.000000 Penalty: 5303.306152
	Iteration 32Q: 3 clusters Score -4792389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -4792389.000000 Penalty: 5303.306152
	Iteration 33F: 3 clusters Score -4792389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 22964 members 
Mstep: Class 3 contains 9367 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 9418 members 
Mstep: Class 6 contains 23918 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23819 members 
Mstep: Class 9 contains 2743 members 
Mstep: Class 10 contains 9135 members 
Mstep: Class 11 contains 5559 members 
Mstep: Class 12 contains 16725 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 8244 members 
Mstep: Class 15 contains 7690 members 
Mstep: Class 16 contains 91411 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 8506 members 
Mstep: Class 19 contains 27307 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 2007 members 
Mstep: Class 23 contains 57124 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 8547 members 
Mstep: Class 26 contains 979 members 
Mstep: Class 27 contains 53222 members 
Mstep: Class 28 contains 31641 members 
Mstep: Class 29 contains 19628 members 
Mstep: Class 30 contains 13438 members 
Mstep: Class 31 contains 27660 members 
Mstep: Class 32 contains 12893 members 
Mstep: Class 33 contains 10848 members 
Mstep: Class 34 contains 15165 members 
Mstep: Class 35 contains 12090 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Mstep: Class 38 contains 35746 members 
Mstep: Class 39 contains 6319 members 
Mstep: Class 40 contains 12339 members 
Mstep: Class 41 contains 12423 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 11665 members 
Mstep: Class 45 contains 757 members 
Mstep: Class 46 contains 12368 members 
Entering Unmasked Estep 
Score: -64715632.000000 Penalty: 152661.515625
Splitting cluster 28 changes total score from -64710476.000000 to -64715632.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 29 (19628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Entering Unmasked Estep 
Score: -1853371.750000 Penalty: 2451.408691
	Iteration 0F: 2 clusters Score -1853372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1839679.000000 Penalty: 4902.817383
	Iteration 0F: 3 clusters Score -1839679 nChanged 8564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1844323.500000 Penalty: 4902.817383
	Iteration 1F: 3 clusters Score -1844324 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1844878.500000 Penalty: 4902.817383
	Iteration 2F: 3 clusters Score -1844878 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1845448.250000 Penalty: 4902.817383
	Iteration 3F: 3 clusters Score -1845448 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1845967.875000 Penalty: 4902.817383
	Iteration 4F: 3 clusters Score -1845968 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1846477.500000 Penalty: 4902.817383
	Iteration 5F: 3 clusters Score -1846478 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1846962.000000 Penalty: 4902.817383
	Iteration 6Q: 3 clusters Score -1846962 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1847422.500000 Penalty: 4902.817383
	Iteration 7Q: 3 clusters Score -1847422 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1847858.750000 Penalty: 4902.817383
	Iteration 8Q: 3 clusters Score -1847859 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1848310.750000 Penalty: 4902.817383
	Iteration 9Q: 3 clusters Score -1848311 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1848782.125000 Penalty: 4902.817383
	Iteration 10Q: 3 clusters Score -1848782 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1849291.875000 Penalty: 4902.817383
	Iteration 11Q: 3 clusters Score -1849292 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1849822.625000 Penalty: 4902.817383
	Iteration 12Q: 3 clusters Score -1849823 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1850364.250000 Penalty: 4902.817383
	Iteration 13Q: 3 clusters Score -1850364 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1851018.500000 Penalty: 4902.817383
	Iteration 14Q: 3 clusters Score -1851018 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1851658.125000 Penalty: 4902.817383
	Iteration 15Q: 3 clusters Score -1851658 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1852213.125000 Penalty: 4902.817383
	Iteration 16Q: 3 clusters Score -1852213 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1852589.125000 Penalty: 4902.817383
	Iteration 17Q: 3 clusters Score -1852589 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1852834.375000 Penalty: 4902.817383
	Iteration 18Q: 3 clusters Score -1852834 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1852988.375000 Penalty: 4902.817383
	Iteration 19Q: 3 clusters Score -1852988 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1853069.750000 Penalty: 4902.817383
	Iteration 20F: 3 clusters Score -1853070 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1853108.250000 Penalty: 4902.817383
	Iteration 21Q: 3 clusters Score -1853108 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1853150.125000 Penalty: 4902.817383
	Iteration 22Q: 3 clusters Score -1853150 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1853154.500000 Penalty: 4902.817383
	Iteration 23Q: 3 clusters Score -1853154 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1853164.750000 Penalty: 4902.817383
	Iteration 24Q: 3 clusters Score -1853165 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1853176.000000 Penalty: 4902.817383
	Iteration 25Q: 3 clusters Score -1853176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1853175.625000 Penalty: 4902.817383
	Iteration 26Q: 3 clusters Score -1853176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1853177.750000 Penalty: 4902.817383
	Iteration 27Q: 3 clusters Score -1853178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1853181.250000 Penalty: 4902.817383
	Iteration 28Q: 3 clusters Score -1853181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1853181.250000 Penalty: 4902.817383
	Iteration 29Q: 3 clusters Score -1853181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1853182.625000 Penalty: 4902.817383
	Iteration 30Q: 3 clusters Score -1853183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1853181.125000 Penalty: 4902.817383
	Iteration 31Q: 3 clusters Score -1853181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1853181.000000 Penalty: 4902.817383
	Iteration 32Q: 3 clusters Score -1853181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1853182.625000 Penalty: 4902.817383
	Iteration 33Q: 3 clusters Score -1853183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1853184.125000 Penalty: 4902.817383
	Iteration 34Q: 3 clusters Score -1853184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1853181.125000 Penalty: 4902.817383
	Iteration 35Q: 3 clusters Score -1853181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1853183.625000 Penalty: 4902.817383
	Iteration 36Q: 3 clusters Score -1853184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1853181.000000 Penalty: 4902.817383
	Iteration 37Q: 3 clusters Score -1853181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1853182.375000 Penalty: 4902.817383
	Iteration 38Q: 3 clusters Score -1853182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1853182.375000 Penalty: 4902.817383
	Iteration 39F: 3 clusters Score -1853182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Entering Unmasked Estep 
Score: -1315494.375000 Penalty: 2357.448975
	Iteration 0F: 2 clusters Score -1315494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1305578.750000 Penalty: 4714.897949
	Iteration 0F: 3 clusters Score -1305579 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1308970.000000 Penalty: 4714.897949
	Iteration 1F: 3 clusters Score -1308970 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1309581.000000 Penalty: 4714.897949
	Iteration 2F: 3 clusters Score -1309581 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1310113.000000 Penalty: 4714.897949
	Iteration 3F: 3 clusters Score -1310113 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1310568.000000 Penalty: 4714.897949
	Iteration 4F: 3 clusters Score -1310568 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1310911.750000 Penalty: 4714.897949
	Iteration 5Q: 3 clusters Score -1310912 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1311189.625000 Penalty: 4714.897949
	Iteration 6Q: 3 clusters Score -1311190 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1311430.750000 Penalty: 4714.897949
	Iteration 7Q: 3 clusters Score -1311431 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1311641.250000 Penalty: 4714.897949
	Iteration 8Q: 3 clusters Score -1311641 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1311813.500000 Penalty: 4714.897949
	Iteration 9Q: 3 clusters Score -1311814 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1311951.750000 Penalty: 4714.897949
	Iteration 10Q: 3 clusters Score -1311952 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1312062.500000 Penalty: 4714.897949
	Iteration 11Q: 3 clusters Score -1312062 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1312140.500000 Penalty: 4714.897949
	Iteration 12Q: 3 clusters Score -1312140 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1312214.750000 Penalty: 4714.897949
	Iteration 13Q: 3 clusters Score -1312215 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1312272.125000 Penalty: 4714.897949
	Iteration 14Q: 3 clusters Score -1312272 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1312322.375000 Penalty: 4714.897949
	Iteration 15Q: 3 clusters Score -1312322 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1312376.625000 Penalty: 4714.897949
	Iteration 16Q: 3 clusters Score -1312377 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1312431.000000 Penalty: 4714.897949
	Iteration 17Q: 3 clusters Score -1312431 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1312473.375000 Penalty: 4714.897949
	Iteration 18Q: 3 clusters Score -1312473 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1312522.750000 Penalty: 4714.897949
	Iteration 19Q: 3 clusters Score -1312523 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1312568.750000 Penalty: 4714.897949
	Iteration 20F: 3 clusters Score -1312569 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1312615.625000 Penalty: 4714.897949
	Iteration 21Q: 3 clusters Score -1312616 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1312655.125000 Penalty: 4714.897949
	Iteration 22Q: 3 clusters Score -1312655 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1312702.625000 Penalty: 4714.897949
	Iteration 23Q: 3 clusters Score -1312703 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1312745.625000 Penalty: 4714.897949
	Iteration 24Q: 3 clusters Score -1312746 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1312786.750000 Penalty: 4714.897949
	Iteration 25Q: 3 clusters Score -1312787 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1312827.625000 Penalty: 4714.897949
	Iteration 26Q: 3 clusters Score -1312828 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1312868.500000 Penalty: 4714.897949
	Iteration 27Q: 3 clusters Score -1312868 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1312911.500000 Penalty: 4714.897949
	Iteration 28Q: 3 clusters Score -1312912 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1312952.750000 Penalty: 4714.897949
	Iteration 29Q: 3 clusters Score -1312953 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1312998.875000 Penalty: 4714.897949
	Iteration 30Q: 3 clusters Score -1312999 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1313064.125000 Penalty: 4714.897949
	Iteration 31Q: 3 clusters Score -1313064 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1313128.750000 Penalty: 4714.897949
	Iteration 32Q: 3 clusters Score -1313129 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1313189.000000 Penalty: 4714.897949
	Iteration 33Q: 3 clusters Score -1313189 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1313249.875000 Penalty: 4714.897949
	Iteration 34Q: 3 clusters Score -1313250 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1313293.625000 Penalty: 4714.897949
	Iteration 35Q: 3 clusters Score -1313294 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1313327.750000 Penalty: 4714.897949
	Iteration 36Q: 3 clusters Score -1313328 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1313355.375000 Penalty: 4714.897949
	Iteration 37Q: 3 clusters Score -1313355 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1313391.875000 Penalty: 4714.897949
	Iteration 38Q: 3 clusters Score -1313392 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1313416.000000 Penalty: 4714.897949
	Iteration 39Q: 3 clusters Score -1313416 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1313437.750000 Penalty: 4714.897949
	Iteration 40F: 3 clusters Score -1313438 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1313458.000000 Penalty: 4714.897949
	Iteration 41Q: 3 clusters Score -1313458 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1313470.125000 Penalty: 4714.897949
	Iteration 42Q: 3 clusters Score -1313470 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1313490.500000 Penalty: 4714.897949
	Iteration 43Q: 3 clusters Score -1313490 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1313501.500000 Penalty: 4714.897949
	Iteration 44Q: 3 clusters Score -1313502 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1313524.125000 Penalty: 4714.897949
	Iteration 45Q: 3 clusters Score -1313524 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1313535.500000 Penalty: 4714.897949
	Iteration 46Q: 3 clusters Score -1313536 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1313548.750000 Penalty: 4714.897949
	Iteration 47Q: 3 clusters Score -1313549 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1313563.375000 Penalty: 4714.897949
	Iteration 48Q: 3 clusters Score -1313563 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1313575.250000 Penalty: 4714.897949
	Iteration 49Q: 3 clusters Score -1313575 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1313585.125000 Penalty: 4714.897949
	Iteration 50Q: 3 clusters Score -1313585 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1313590.500000 Penalty: 4714.897949
	Iteration 51Q: 3 clusters Score -1313590 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1313605.000000 Penalty: 4714.897949
	Iteration 52Q: 3 clusters Score -1313605 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1313617.875000 Penalty: 4714.897949
	Iteration 53Q: 3 clusters Score -1313618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1313627.250000 Penalty: 4714.897949
	Iteration 54Q: 3 clusters Score -1313627 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1313639.625000 Penalty: 4714.897949
	Iteration 55Q: 3 clusters Score -1313640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1313648.500000 Penalty: 4714.897949
	Iteration 56Q: 3 clusters Score -1313648 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1313666.375000 Penalty: 4714.897949
	Iteration 57Q: 3 clusters Score -1313666 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1313675.750000 Penalty: 4714.897949
	Iteration 58Q: 3 clusters Score -1313676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1313688.625000 Penalty: 4714.897949
	Iteration 59Q: 3 clusters Score -1313689 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1313701.250000 Penalty: 4714.897949
	Iteration 60F: 3 clusters Score -1313701 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1313714.000000 Penalty: 4714.897949
	Iteration 61Q: 3 clusters Score -1313714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1313725.125000 Penalty: 4714.897949
	Iteration 62Q: 3 clusters Score -1313725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1313729.250000 Penalty: 4714.897949
	Iteration 63Q: 3 clusters Score -1313729 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1313735.500000 Penalty: 4714.897949
	Iteration 64Q: 3 clusters Score -1313736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1313735.875000 Penalty: 4714.897949
	Iteration 65Q: 3 clusters Score -1313736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1313738.250000 Penalty: 4714.897949
	Iteration 66Q: 3 clusters Score -1313738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1313739.875000 Penalty: 4714.897949
	Iteration 67Q: 3 clusters Score -1313740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1313744.250000 Penalty: 4714.897949
	Iteration 68Q: 3 clusters Score -1313744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1313752.750000 Penalty: 4714.897949
	Iteration 69Q: 3 clusters Score -1313753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1313755.250000 Penalty: 4714.897949
	Iteration 70Q: 3 clusters Score -1313755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1313759.250000 Penalty: 4714.897949
	Iteration 71Q: 3 clusters Score -1313759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1313761.875000 Penalty: 4714.897949
	Iteration 72Q: 3 clusters Score -1313762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1313767.000000 Penalty: 4714.897949
	Iteration 73Q: 3 clusters Score -1313767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1313767.375000 Penalty: 4714.897949
	Iteration 74Q: 3 clusters Score -1313767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1313769.250000 Penalty: 4714.897949
	Iteration 75Q: 3 clusters Score -1313769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1313770.375000 Penalty: 4714.897949
	Iteration 76Q: 3 clusters Score -1313770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1313770.000000 Penalty: 4714.897949
	Iteration 77Q: 3 clusters Score -1313770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1313776.250000 Penalty: 4714.897949
	Iteration 78Q: 3 clusters Score -1313776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1313774.125000 Penalty: 4714.897949
	Iteration 79Q: 3 clusters Score -1313774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1313775.000000 Penalty: 4714.897949
	Iteration 80F: 3 clusters Score -1313775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (27660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Entering Unmasked Estep 
Score: -2970185.000000 Penalty: 2536.479980
	Iteration 0F: 2 clusters Score -2970185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2951268.500000 Penalty: 5072.959961
	Iteration 0F: 3 clusters Score -2951268 nChanged 12350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -2958280.250000 Penalty: 5072.959961
	Iteration 1F: 3 clusters Score -2958280 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2959293.000000 Penalty: 5072.959961
	Iteration 2F: 3 clusters Score -2959293 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2960967.000000 Penalty: 5072.959961
	Iteration 3F: 3 clusters Score -2960967 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2963491.500000 Penalty: 5072.959961
	Iteration 4F: 3 clusters Score -2963492 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2966486.250000 Penalty: 5072.959961
	Iteration 5F: 3 clusters Score -2966486 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2968654.750000 Penalty: 5072.959961
	Iteration 6F: 3 clusters Score -2968655 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -2969762.750000 Penalty: 5072.959961
	Iteration 7F: 3 clusters Score -2969763 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -2970313.000000 Penalty: 5072.959961
	Iteration 8Q: 3 clusters Score -2970313 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -2970640.000000 Penalty: 5072.959961
	Iteration 9Q: 3 clusters Score -2970640 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -2970825.750000 Penalty: 5072.959961
	Iteration 10Q: 3 clusters Score -2970826 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2970914.000000 Penalty: 5072.959961
	Iteration 11Q: 3 clusters Score -2970914 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2970992.750000 Penalty: 5072.959961
	Iteration 12Q: 3 clusters Score -2970993 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2971039.750000 Penalty: 5072.959961
	Iteration 13Q: 3 clusters Score -2971040 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2971066.500000 Penalty: 5072.959961
	Iteration 14Q: 3 clusters Score -2971066 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -2971079.000000 Penalty: 5072.959961
	Iteration 15Q: 3 clusters Score -2971079 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -2971094.500000 Penalty: 5072.959961
	Iteration 16Q: 3 clusters Score -2971094 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2971099.000000 Penalty: 5072.959961
	Iteration 17Q: 3 clusters Score -2971099 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -2971108.250000 Penalty: 5072.959961
	Iteration 18Q: 3 clusters Score -2971108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -2971109.000000 Penalty: 5072.959961
	Iteration 19Q: 3 clusters Score -2971109 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -2971110.000000 Penalty: 5072.959961
	Iteration 20F: 3 clusters Score -2971110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2971105.000000 Penalty: 5072.959961
	Iteration 21Q: 3 clusters Score -2971105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -2971102.000000 Penalty: 5072.959961
	Iteration 22Q: 3 clusters Score -2971102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -2971103.750000 Penalty: 5072.959961
	Iteration 23Q: 3 clusters Score -2971104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -2971103.750000 Penalty: 5072.959961
	Iteration 24Q: 3 clusters Score -2971104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -2971105.750000 Penalty: 5072.959961
	Iteration 25Q: 3 clusters Score -2971106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2971107.750000 Penalty: 5072.959961
	Iteration 26Q: 3 clusters Score -2971108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2971106.000000 Penalty: 5072.959961
	Iteration 27Q: 3 clusters Score -2971106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -2971107.750000 Penalty: 5072.959961
	Iteration 28Q: 3 clusters Score -2971108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2971105.000000 Penalty: 5072.959961
	Iteration 29Q: 3 clusters Score -2971105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -2971107.000000 Penalty: 5072.959961
	Iteration 30Q: 3 clusters Score -2971107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -2971110.750000 Penalty: 5072.959961
	Iteration 31Q: 3 clusters Score -2971111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -2971102.000000 Penalty: 5072.959961
	Iteration 32Q: 3 clusters Score -2971102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -2971107.750000 Penalty: 5072.959961
	Iteration 33Q: 3 clusters Score -2971108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -2971107.250000 Penalty: 5072.959961
	Iteration 34Q: 3 clusters Score -2971107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -2971104.000000 Penalty: 5072.959961
	Iteration 35Q: 3 clusters Score -2971104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -2971104.000000 Penalty: 5072.959961
	Iteration 36F: 3 clusters Score -2971104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 22964 members 
Mstep: Class 3 contains 9367 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 9418 members 
Mstep: Class 6 contains 23918 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23819 members 
Mstep: Class 9 contains 2743 members 
Mstep: Class 10 contains 9135 members 
Mstep: Class 11 contains 5559 members 
Mstep: Class 12 contains 16725 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 8244 members 
Mstep: Class 15 contains 7690 members 
Mstep: Class 16 contains 91411 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 8506 members 
Mstep: Class 19 contains 27307 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 2007 members 
Mstep: Class 23 contains 57124 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 8547 members 
Mstep: Class 26 contains 979 members 
Mstep: Class 27 contains 53222 members 
Mstep: Class 28 contains 31641 members 
Mstep: Class 29 contains 19628 members 
Mstep: Class 30 contains 13438 members 
Mstep: Class 31 contains 8874 members 
Mstep: Class 32 contains 12893 members 
Mstep: Class 33 contains 10848 members 
Mstep: Class 34 contains 15165 members 
Mstep: Class 35 contains 12090 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Mstep: Class 38 contains 35746 members 
Mstep: Class 39 contains 6319 members 
Mstep: Class 40 contains 12339 members 
Mstep: Class 41 contains 12423 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 11665 members 
Mstep: Class 45 contains 757 members 
Mstep: Class 46 contains 12368 members 
Mstep: Class 47 contains 18786 members 
Entering Unmasked Estep 
Score: -64715704.000000 Penalty: 155980.250000
Splitting cluster 31 changes total score from -64710476.000000 to -64715704.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 32 (12893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Entering Unmasked Estep 
Score: -914809.312500 Penalty: 2347.180908
	Iteration 0F: 2 clusters Score -914809.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -905259.062500 Penalty: 4694.361816
	Iteration 0F: 3 clusters Score -905259.1 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -908435.312500 Penalty: 4694.361816
	Iteration 1F: 3 clusters Score -908435.3 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -909036.187500 Penalty: 4694.361816
	Iteration 2F: 3 clusters Score -909036.2 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -909607.250000 Penalty: 4694.361816
	Iteration 3F: 3 clusters Score -909607.2 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -910127.437500 Penalty: 4694.361816
	Iteration 4F: 3 clusters Score -910127.4 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -910587.437500 Penalty: 4694.361816
	Iteration 5F: 3 clusters Score -910587.4 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -911031.125000 Penalty: 4694.361816
	Iteration 6Q: 3 clusters Score -911031.1 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -911475.312500 Penalty: 4694.361816
	Iteration 7Q: 3 clusters Score -911475.3 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -911851.437500 Penalty: 4694.361816
	Iteration 8Q: 3 clusters Score -911851.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -912164.125000 Penalty: 4694.361816
	Iteration 9Q: 3 clusters Score -912164.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -912422.937500 Penalty: 4694.361816
	Iteration 10Q: 3 clusters Score -912422.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -912627.250000 Penalty: 4694.361816
	Iteration 11Q: 3 clusters Score -912627.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -912772.937500 Penalty: 4694.361816
	Iteration 12Q: 3 clusters Score -912772.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -912904.937500 Penalty: 4694.361816
	Iteration 13Q: 3 clusters Score -912904.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -913010.187500 Penalty: 4694.361816
	Iteration 14Q: 3 clusters Score -913010.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -913096.687500 Penalty: 4694.361816
	Iteration 15Q: 3 clusters Score -913096.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -913180.500000 Penalty: 4694.361816
	Iteration 16Q: 3 clusters Score -913180.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -913243.687500 Penalty: 4694.361816
	Iteration 17Q: 3 clusters Score -913243.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -913296.500000 Penalty: 4694.361816
	Iteration 18Q: 3 clusters Score -913296.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -913335.812500 Penalty: 4694.361816
	Iteration 19Q: 3 clusters Score -913335.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -913370.125000 Penalty: 4694.361816
	Iteration 20F: 3 clusters Score -913370.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -913399.062500 Penalty: 4694.361816
	Iteration 21Q: 3 clusters Score -913399.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -913421.500000 Penalty: 4694.361816
	Iteration 22Q: 3 clusters Score -913421.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -913446.500000 Penalty: 4694.361816
	Iteration 23Q: 3 clusters Score -913446.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -913464.000000 Penalty: 4694.361816
	Iteration 24Q: 3 clusters Score -913464 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -913474.062500 Penalty: 4694.361816
	Iteration 25Q: 3 clusters Score -913474.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -913484.750000 Penalty: 4694.361816
	Iteration 26Q: 3 clusters Score -913484.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -913494.500000 Penalty: 4694.361816
	Iteration 27Q: 3 clusters Score -913494.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -913503.250000 Penalty: 4694.361816
	Iteration 28Q: 3 clusters Score -913503.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -913515.625000 Penalty: 4694.361816
	Iteration 29Q: 3 clusters Score -913515.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -913520.500000 Penalty: 4694.361816
	Iteration 30Q: 3 clusters Score -913520.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -913526.375000 Penalty: 4694.361816
	Iteration 31Q: 3 clusters Score -913526.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -913532.750000 Penalty: 4694.361816
	Iteration 32Q: 3 clusters Score -913532.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -913534.437500 Penalty: 4694.361816
	Iteration 33Q: 3 clusters Score -913534.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -913536.062500 Penalty: 4694.361816
	Iteration 34Q: 3 clusters Score -913536.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -913541.625000 Penalty: 4694.361816
	Iteration 35Q: 3 clusters Score -913541.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -913540.562500 Penalty: 4694.361816
	Iteration 36Q: 3 clusters Score -913540.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -913541.250000 Penalty: 4694.361816
	Iteration 37Q: 3 clusters Score -913541.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -913544.125000 Penalty: 4694.361816
	Iteration 38Q: 3 clusters Score -913544.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -913544.125000 Penalty: 4694.361816
	Iteration 39Q: 3 clusters Score -913544.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -913545.437500 Penalty: 4694.361816
	Iteration 40F: 3 clusters Score -913545.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -913547.000000 Penalty: 4694.361816
	Iteration 41Q: 3 clusters Score -913547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -913547.687500 Penalty: 4694.361816
	Iteration 42Q: 3 clusters Score -913547.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -913546.750000 Penalty: 4694.361816
	Iteration 43Q: 3 clusters Score -913546.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -913547.625000 Penalty: 4694.361816
	Iteration 44Q: 3 clusters Score -913547.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -913547.812500 Penalty: 4694.361816
	Iteration 45Q: 3 clusters Score -913547.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -913547.812500 Penalty: 4694.361816
	Iteration 46F: 3 clusters Score -913547.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Entering Unmasked Estep 
Score: -1061497.375000 Penalty: 2304.350342
	Iteration 0F: 2 clusters Score -1061497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1053279.500000 Penalty: 4608.700684
	Iteration 0F: 3 clusters Score -1053280 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1055864.625000 Penalty: 4608.700684
	Iteration 1F: 3 clusters Score -1055865 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1056375.250000 Penalty: 4608.700684
	Iteration 2F: 3 clusters Score -1056375 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1056855.625000 Penalty: 4608.700684
	Iteration 3F: 3 clusters Score -1056856 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1057316.000000 Penalty: 4608.700684
	Iteration 4F: 3 clusters Score -1057316 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1057736.875000 Penalty: 4608.700684
	Iteration 5F: 3 clusters Score -1057737 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1058084.500000 Penalty: 4608.700684
	Iteration 6Q: 3 clusters Score -1058084 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1058385.750000 Penalty: 4608.700684
	Iteration 7Q: 3 clusters Score -1058386 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1058603.125000 Penalty: 4608.700684
	Iteration 8Q: 3 clusters Score -1058603 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1058765.125000 Penalty: 4608.700684
	Iteration 9Q: 3 clusters Score -1058765 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1058911.250000 Penalty: 4608.700684
	Iteration 10Q: 3 clusters Score -1058911 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1059016.000000 Penalty: 4608.700684
	Iteration 11Q: 3 clusters Score -1059016 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1059095.750000 Penalty: 4608.700684
	Iteration 12Q: 3 clusters Score -1059096 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1059186.125000 Penalty: 4608.700684
	Iteration 13Q: 3 clusters Score -1059186 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1059257.500000 Penalty: 4608.700684
	Iteration 14Q: 3 clusters Score -1059258 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1059307.000000 Penalty: 4608.700684
	Iteration 15Q: 3 clusters Score -1059307 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1059351.375000 Penalty: 4608.700684
	Iteration 16Q: 3 clusters Score -1059351 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1059381.875000 Penalty: 4608.700684
	Iteration 17Q: 3 clusters Score -1059382 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1059413.750000 Penalty: 4608.700684
	Iteration 18Q: 3 clusters Score -1059414 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1059442.250000 Penalty: 4608.700684
	Iteration 19Q: 3 clusters Score -1059442 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1059476.500000 Penalty: 4608.700684
	Iteration 20F: 3 clusters Score -1059476 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1059503.250000 Penalty: 4608.700684
	Iteration 21Q: 3 clusters Score -1059503 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1059530.125000 Penalty: 4608.700684
	Iteration 22Q: 3 clusters Score -1059530 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1059554.875000 Penalty: 4608.700684
	Iteration 23Q: 3 clusters Score -1059555 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1059577.625000 Penalty: 4608.700684
	Iteration 24Q: 3 clusters Score -1059578 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1059597.250000 Penalty: 4608.700684
	Iteration 25Q: 3 clusters Score -1059597 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1059613.875000 Penalty: 4608.700684
	Iteration 26Q: 3 clusters Score -1059614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1059628.375000 Penalty: 4608.700684
	Iteration 27Q: 3 clusters Score -1059628 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1059647.500000 Penalty: 4608.700684
	Iteration 28Q: 3 clusters Score -1059648 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1059670.125000 Penalty: 4608.700684
	Iteration 29Q: 3 clusters Score -1059670 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1059688.500000 Penalty: 4608.700684
	Iteration 30Q: 3 clusters Score -1059688 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1059703.625000 Penalty: 4608.700684
	Iteration 31Q: 3 clusters Score -1059704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1059713.500000 Penalty: 4608.700684
	Iteration 32Q: 3 clusters Score -1059714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1059725.250000 Penalty: 4608.700684
	Iteration 33Q: 3 clusters Score -1059725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1059732.875000 Penalty: 4608.700684
	Iteration 34Q: 3 clusters Score -1059733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1059739.500000 Penalty: 4608.700684
	Iteration 35Q: 3 clusters Score -1059740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1059739.250000 Penalty: 4608.700684
	Iteration 36Q: 3 clusters Score -1059739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1059744.750000 Penalty: 4608.700684
	Iteration 37Q: 3 clusters Score -1059745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1059747.000000 Penalty: 4608.700684
	Iteration 38Q: 3 clusters Score -1059747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1059749.625000 Penalty: 4608.700684
	Iteration 39Q: 3 clusters Score -1059750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1059752.125000 Penalty: 4608.700684
	Iteration 40F: 3 clusters Score -1059752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1059755.750000 Penalty: 4608.700684
	Iteration 41Q: 3 clusters Score -1059756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1059758.875000 Penalty: 4608.700684
	Iteration 42Q: 3 clusters Score -1059759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1059763.500000 Penalty: 4608.700684
	Iteration 43Q: 3 clusters Score -1059764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1059765.750000 Penalty: 4608.700684
	Iteration 44Q: 3 clusters Score -1059766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1059764.250000 Penalty: 4608.700684
	Iteration 45Q: 3 clusters Score -1059764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1059765.875000 Penalty: 4608.700684
	Iteration 46Q: 3 clusters Score -1059766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1059765.875000 Penalty: 4608.700684
	Iteration 47F: 3 clusters Score -1059766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (15165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Entering Unmasked Estep 
Score: -1598619.000000 Penalty: 2387.432861
	Iteration 0F: 2 clusters Score -1598619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1587659.750000 Penalty: 4774.865723
	Iteration 0F: 3 clusters Score -1587660 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1591227.500000 Penalty: 4774.865723
	Iteration 1F: 3 clusters Score -1591228 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1591779.000000 Penalty: 4774.865723
	Iteration 2F: 3 clusters Score -1591779 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1592416.375000 Penalty: 4774.865723
	Iteration 3F: 3 clusters Score -1592416 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1593135.500000 Penalty: 4774.865723
	Iteration 4F: 3 clusters Score -1593136 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1593912.000000 Penalty: 4774.865723
	Iteration 5F: 3 clusters Score -1593912 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1594606.500000 Penalty: 4774.865723
	Iteration 6F: 3 clusters Score -1594606 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1595110.875000 Penalty: 4774.865723
	Iteration 7F: 3 clusters Score -1595111 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1595416.250000 Penalty: 4774.865723
	Iteration 8Q: 3 clusters Score -1595416 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1595601.875000 Penalty: 4774.865723
	Iteration 9Q: 3 clusters Score -1595602 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1595693.875000 Penalty: 4774.865723
	Iteration 10Q: 3 clusters Score -1595694 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1595741.250000 Penalty: 4774.865723
	Iteration 11Q: 3 clusters Score -1595741 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1595770.125000 Penalty: 4774.865723
	Iteration 12Q: 3 clusters Score -1595770 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1595790.250000 Penalty: 4774.865723
	Iteration 13Q: 3 clusters Score -1595790 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1595808.750000 Penalty: 4774.865723
	Iteration 14Q: 3 clusters Score -1595809 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1595816.750000 Penalty: 4774.865723
	Iteration 15Q: 3 clusters Score -1595817 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1595831.750000 Penalty: 4774.865723
	Iteration 16Q: 3 clusters Score -1595832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1595834.125000 Penalty: 4774.865723
	Iteration 17Q: 3 clusters Score -1595834 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1595836.375000 Penalty: 4774.865723
	Iteration 18Q: 3 clusters Score -1595836 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1595848.250000 Penalty: 4774.865723
	Iteration 19Q: 3 clusters Score -1595848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1595848.625000 Penalty: 4774.865723
	Iteration 20F: 3 clusters Score -1595849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1595854.000000 Penalty: 4774.865723
	Iteration 21Q: 3 clusters Score -1595854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1595851.250000 Penalty: 4774.865723
	Iteration 22Q: 3 clusters Score -1595851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1595853.500000 Penalty: 4774.865723
	Iteration 23Q: 3 clusters Score -1595854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1595855.750000 Penalty: 4774.865723
	Iteration 24Q: 3 clusters Score -1595856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1595856.875000 Penalty: 4774.865723
	Iteration 25Q: 3 clusters Score -1595857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1595863.250000 Penalty: 4774.865723
	Iteration 26Q: 3 clusters Score -1595863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1595864.125000 Penalty: 4774.865723
	Iteration 27Q: 3 clusters Score -1595864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1595866.625000 Penalty: 4774.865723
	Iteration 28Q: 3 clusters Score -1595867 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1595873.500000 Penalty: 4774.865723
	Iteration 29Q: 3 clusters Score -1595874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1595876.375000 Penalty: 4774.865723
	Iteration 30Q: 3 clusters Score -1595876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1595879.750000 Penalty: 4774.865723
	Iteration 31Q: 3 clusters Score -1595880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1595883.250000 Penalty: 4774.865723
	Iteration 32Q: 3 clusters Score -1595883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1595881.750000 Penalty: 4774.865723
	Iteration 33Q: 3 clusters Score -1595882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1595883.375000 Penalty: 4774.865723
	Iteration 34Q: 3 clusters Score -1595883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1595886.250000 Penalty: 4774.865723
	Iteration 35Q: 3 clusters Score -1595886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1595889.000000 Penalty: 4774.865723
	Iteration 36Q: 3 clusters Score -1595889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1595893.250000 Penalty: 4774.865723
	Iteration 37Q: 3 clusters Score -1595893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1595896.750000 Penalty: 4774.865723
	Iteration 38Q: 3 clusters Score -1595897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1595897.750000 Penalty: 4774.865723
	Iteration 39Q: 3 clusters Score -1595898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1595898.000000 Penalty: 4774.865723
	Iteration 40F: 3 clusters Score -1595898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1595898.875000 Penalty: 4774.865723
	Iteration 41Q: 3 clusters Score -1595899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1595901.750000 Penalty: 4774.865723
	Iteration 42Q: 3 clusters Score -1595902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1595899.250000 Penalty: 4774.865723
	Iteration 43Q: 3 clusters Score -1595899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1595899.125000 Penalty: 4774.865723
	Iteration 44Q: 3 clusters Score -1595899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1595902.500000 Penalty: 4774.865723
	Iteration 45Q: 3 clusters Score -1595902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1595902.250000 Penalty: 4774.865723
	Iteration 46Q: 3 clusters Score -1595902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1595903.750000 Penalty: 4774.865723
	Iteration 47Q: 3 clusters Score -1595904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1595902.500000 Penalty: 4774.865723
	Iteration 48Q: 3 clusters Score -1595902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1595901.375000 Penalty: 4774.865723
	Iteration 49Q: 3 clusters Score -1595901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1595903.625000 Penalty: 4774.865723
	Iteration 50Q: 3 clusters Score -1595904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1595901.000000 Penalty: 4774.865723
	Iteration 51Q: 3 clusters Score -1595901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1595900.625000 Penalty: 4774.865723
	Iteration 52Q: 3 clusters Score -1595901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1595905.750000 Penalty: 4774.865723
	Iteration 53Q: 3 clusters Score -1595906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1595902.875000 Penalty: 4774.865723
	Iteration 54Q: 3 clusters Score -1595903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1595903.000000 Penalty: 4774.865723
	Iteration 55Q: 3 clusters Score -1595903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1595905.375000 Penalty: 4774.865723
	Iteration 56Q: 3 clusters Score -1595905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1595904.875000 Penalty: 4774.865723
	Iteration 57Q: 3 clusters Score -1595905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1595902.500000 Penalty: 4774.865723
	Iteration 58Q: 3 clusters Score -1595902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1595902.500000 Penalty: 4774.865723
	Iteration 59F: 3 clusters Score -1595902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (12090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Entering Unmasked Estep 
Score: -1293513.375000 Penalty: 2331.233154
	Iteration 0F: 2 clusters Score -1293513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1284642.125000 Penalty: 4662.466309
	Iteration 0F: 3 clusters Score -1284642 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1287301.250000 Penalty: 4662.466309
	Iteration 1F: 3 clusters Score -1287301 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1287674.375000 Penalty: 4662.466309
	Iteration 2F: 3 clusters Score -1287674 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1287951.500000 Penalty: 4662.466309
	Iteration 3Q: 3 clusters Score -1287952 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1288253.250000 Penalty: 4662.466309
	Iteration 4Q: 3 clusters Score -1288253 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1288619.125000 Penalty: 4662.466309
	Iteration 5F: 3 clusters Score -1288619 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1289089.750000 Penalty: 4662.466309
	Iteration 6F: 3 clusters Score -1289090 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1289652.250000 Penalty: 4662.466309
	Iteration 7F: 3 clusters Score -1289652 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1290267.875000 Penalty: 4662.466309
	Iteration 8F: 3 clusters Score -1290268 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1290880.125000 Penalty: 4662.466309
	Iteration 9F: 3 clusters Score -1290880 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1291463.375000 Penalty: 4662.466309
	Iteration 10Q: 3 clusters Score -1291463 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1291970.375000 Penalty: 4662.466309
	Iteration 11Q: 3 clusters Score -1291970 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1292426.625000 Penalty: 4662.466309
	Iteration 12Q: 3 clusters Score -1292427 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1292787.625000 Penalty: 4662.466309
	Iteration 13Q: 3 clusters Score -1292788 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1292975.625000 Penalty: 4662.466309
	Iteration 14Q: 3 clusters Score -1292976 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1293064.500000 Penalty: 4662.466309
	Iteration 15Q: 3 clusters Score -1293064 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1293135.375000 Penalty: 4662.466309
	Iteration 16Q: 3 clusters Score -1293135 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1293213.500000 Penalty: 4662.466309
	Iteration 17Q: 3 clusters Score -1293214 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1293295.875000 Penalty: 4662.466309
	Iteration 18Q: 3 clusters Score -1293296 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1293386.250000 Penalty: 4662.466309
	Iteration 19Q: 3 clusters Score -1293386 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1293473.500000 Penalty: 4662.466309
	Iteration 20F: 3 clusters Score -1293474 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1293553.875000 Penalty: 4662.466309
	Iteration 21Q: 3 clusters Score -1293554 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1293635.250000 Penalty: 4662.466309
	Iteration 22Q: 3 clusters Score -1293635 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1293702.250000 Penalty: 4662.466309
	Iteration 23Q: 3 clusters Score -1293702 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1293771.000000 Penalty: 4662.466309
	Iteration 24Q: 3 clusters Score -1293771 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1293832.000000 Penalty: 4662.466309
	Iteration 25Q: 3 clusters Score -1293832 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1293875.000000 Penalty: 4662.466309
	Iteration 26Q: 3 clusters Score -1293875 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1293926.000000 Penalty: 4662.466309
	Iteration 27Q: 3 clusters Score -1293926 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1293962.375000 Penalty: 4662.466309
	Iteration 28Q: 3 clusters Score -1293962 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1293996.000000 Penalty: 4662.466309
	Iteration 29Q: 3 clusters Score -1293996 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1294022.375000 Penalty: 4662.466309
	Iteration 30Q: 3 clusters Score -1294022 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1294038.500000 Penalty: 4662.466309
	Iteration 31Q: 3 clusters Score -1294038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1294049.500000 Penalty: 4662.466309
	Iteration 32Q: 3 clusters Score -1294050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1294057.125000 Penalty: 4662.466309
	Iteration 33Q: 3 clusters Score -1294057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1294057.125000 Penalty: 4662.466309
	Iteration 34Q: 3 clusters Score -1294057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1294057.625000 Penalty: 4662.466309
	Iteration 35Q: 3 clusters Score -1294058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1294059.250000 Penalty: 4662.466309
	Iteration 36Q: 3 clusters Score -1294059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1294061.250000 Penalty: 4662.466309
	Iteration 37Q: 3 clusters Score -1294061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1294060.625000 Penalty: 4662.466309
	Iteration 38Q: 3 clusters Score -1294061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1294059.875000 Penalty: 4662.466309
	Iteration 39Q: 3 clusters Score -1294060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1294060.125000 Penalty: 4662.466309
	Iteration 40F: 3 clusters Score -1294060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1294063.875000 Penalty: 4662.466309
	Iteration 41Q: 3 clusters Score -1294064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1294063.875000 Penalty: 4662.466309
	Iteration 42Q: 3 clusters Score -1294064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1294063.875000 Penalty: 4662.466309
	Iteration 43F: 3 clusters Score -1294064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 22964 members 
Mstep: Class 3 contains 9367 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 9418 members 
Mstep: Class 6 contains 23918 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23819 members 
Mstep: Class 9 contains 2743 members 
Mstep: Class 10 contains 9135 members 
Mstep: Class 11 contains 5559 members 
Mstep: Class 12 contains 16725 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 8244 members 
Mstep: Class 15 contains 7690 members 
Mstep: Class 16 contains 91411 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 8506 members 
Mstep: Class 19 contains 27307 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 2007 members 
Mstep: Class 23 contains 57124 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 8547 members 
Mstep: Class 26 contains 979 members 
Mstep: Class 27 contains 53222 members 
Mstep: Class 28 contains 31641 members 
Mstep: Class 29 contains 19628 members 
Mstep: Class 30 contains 13438 members 
Mstep: Class 31 contains 8874 members 
Mstep: Class 32 contains 12893 members 
Mstep: Class 33 contains 10848 members 
Mstep: Class 34 contains 15165 members 
Mstep: Class 35 contains 8686 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1149 members 
Mstep: Class 38 contains 35746 members 
Mstep: Class 39 contains 6319 members 
Mstep: Class 40 contains 12339 members 
Mstep: Class 41 contains 12423 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 11665 members 
Mstep: Class 45 contains 757 members 
Mstep: Class 46 contains 12368 members 
Mstep: Class 47 contains 18786 members 
Mstep: Class 48 contains 3404 members 
Entering Unmasked Estep 
Score: -64715432.000000 Penalty: 159298.968750
Splitting cluster 35 changes total score from -64710476.000000 to -64715432.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 36 (1062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Entering Unmasked Estep 
Score: -100536.507812 Penalty: 1728.041504
	Iteration 0F: 2 clusters Score -100536.5 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 548 members 
Entering Unmasked Estep 
Score: -98657.742188 Penalty: 3456.083008
	Iteration 0F: 3 clusters Score -98657.74 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -99044.726562 Penalty: 3456.083008
	Iteration 1F: 3 clusters Score -99044.73 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -99158.000000 Penalty: 3456.083008
	Iteration 2F: 3 clusters Score -99158 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -99211.765625 Penalty: 3456.083008
	Iteration 3Q: 3 clusters Score -99211.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -99265.968750 Penalty: 3456.083008
	Iteration 4Q: 3 clusters Score -99265.97 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -99353.632812 Penalty: 3456.083008
	Iteration 5Q: 3 clusters Score -99353.63 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -99411.171875 Penalty: 3456.083008
	Iteration 6Q: 3 clusters Score -99411.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -99485.757812 Penalty: 3456.083008
	Iteration 7Q: 3 clusters Score -99485.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -99549.664062 Penalty: 3456.083008
	Iteration 8Q: 3 clusters Score -99549.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -99603.703125 Penalty: 3456.083008
	Iteration 9Q: 3 clusters Score -99603.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -99680.320312 Penalty: 3456.083008
	Iteration 10Q: 3 clusters Score -99680.32 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -99756.039062 Penalty: 3456.083008
	Iteration 11Q: 3 clusters Score -99756.04 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -99867.500000 Penalty: 3456.083008
	Iteration 12Q: 3 clusters Score -99867.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -99960.742188 Penalty: 3456.083008
	Iteration 13Q: 3 clusters Score -99960.74 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -100084.679688 Penalty: 3456.083008
	Iteration 14Q: 3 clusters Score -100084.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -100147.765625 Penalty: 3456.083008
	Iteration 15Q: 3 clusters Score -100147.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -100192.609375 Penalty: 3456.083008
	Iteration 16Q: 3 clusters Score -100192.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -100224.523438 Penalty: 3456.083008
	Iteration 17Q: 3 clusters Score -100224.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -100250.343750 Penalty: 3456.083008
	Iteration 18Q: 3 clusters Score -100250.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -100297.562500 Penalty: 3456.083008
	Iteration 19Q: 3 clusters Score -100297.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -100353.250000 Penalty: 3456.083008
	Iteration 20F: 3 clusters Score -100353.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -100402.523438 Penalty: 3456.083008
	Iteration 21Q: 3 clusters Score -100402.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -100413.562500 Penalty: 3456.083008
	Iteration 22Q: 3 clusters Score -100413.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -100419.218750 Penalty: 3456.083008
	Iteration 23Q: 3 clusters Score -100419.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -100421.039062 Penalty: 3456.083008
	Iteration 24Q: 3 clusters Score -100421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -100421.625000 Penalty: 3456.083008
	Iteration 25Q: 3 clusters Score -100421.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -100423.679688 Penalty: 3456.083008
	Iteration 26Q: 3 clusters Score -100423.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -100427.804688 Penalty: 3456.083008
	Iteration 27Q: 3 clusters Score -100427.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -100431.781250 Penalty: 3456.083008
	Iteration 28Q: 3 clusters Score -100431.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -100435.343750 Penalty: 3456.083008
	Iteration 29Q: 3 clusters Score -100435.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -100435.929688 Penalty: 3456.083008
	Iteration 30Q: 3 clusters Score -100435.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -100437.054688 Penalty: 3456.083008
	Iteration 31Q: 3 clusters Score -100437.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -100437.054688 Penalty: 3456.083008
	Iteration 32F: 3 clusters Score -100437.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Entering Unmasked Estep 
Score: -108244.210938 Penalty: 1747.568481
	Iteration 0F: 2 clusters Score -108244.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -106283.273438 Penalty: 3495.136963
	Iteration 0F: 3 clusters Score -106283.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -106808.898438 Penalty: 3495.136963
	Iteration 1F: 3 clusters Score -106808.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -107336.226562 Penalty: 3495.136963
	Iteration 2F: 3 clusters Score -107336.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -108043.515625 Penalty: 3495.136963
	Iteration 3F: 3 clusters Score -108043.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -108628.796875 Penalty: 3495.136963
	Iteration 4F: 3 clusters Score -108628.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -109040.750000 Penalty: 3495.136963
	Iteration 5Q: 3 clusters Score -109040.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -109232.710938 Penalty: 3495.136963
	Iteration 6Q: 3 clusters Score -109232.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -109312.335938 Penalty: 3495.136963
	Iteration 7Q: 3 clusters Score -109312.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -109427.367188 Penalty: 3495.136963
	Iteration 8Q: 3 clusters Score -109427.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -109531.906250 Penalty: 3495.136963
	Iteration 9Q: 3 clusters Score -109531.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -109605.132812 Penalty: 3495.136963
	Iteration 10Q: 3 clusters Score -109605.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -109639.523438 Penalty: 3495.136963
	Iteration 11Q: 3 clusters Score -109639.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -109670.445312 Penalty: 3495.136963
	Iteration 12Q: 3 clusters Score -109670.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -109695.679688 Penalty: 3495.136963
	Iteration 13Q: 3 clusters Score -109695.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -109735.640625 Penalty: 3495.136963
	Iteration 14Q: 3 clusters Score -109735.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -109767.640625 Penalty: 3495.136963
	Iteration 15Q: 3 clusters Score -109767.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -109788.695312 Penalty: 3495.136963
	Iteration 16Q: 3 clusters Score -109788.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -109800.781250 Penalty: 3495.136963
	Iteration 17Q: 3 clusters Score -109800.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -109811.875000 Penalty: 3495.136963
	Iteration 18Q: 3 clusters Score -109811.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -109821.250000 Penalty: 3495.136963
	Iteration 19Q: 3 clusters Score -109821.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -109830.281250 Penalty: 3495.136963
	Iteration 20F: 3 clusters Score -109830.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -109835.953125 Penalty: 3495.136963
	Iteration 21Q: 3 clusters Score -109836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -109845.726562 Penalty: 3495.136963
	Iteration 22Q: 3 clusters Score -109845.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -109857.476562 Penalty: 3495.136963
	Iteration 23Q: 3 clusters Score -109857.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -109871.429688 Penalty: 3495.136963
	Iteration 24Q: 3 clusters Score -109871.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -109890.093750 Penalty: 3495.136963
	Iteration 25Q: 3 clusters Score -109890.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -109908.164062 Penalty: 3495.136963
	Iteration 26Q: 3 clusters Score -109908.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -109920.531250 Penalty: 3495.136963
	Iteration 27Q: 3 clusters Score -109920.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -109933.109375 Penalty: 3495.136963
	Iteration 28Q: 3 clusters Score -109933.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -109936.453125 Penalty: 3495.136963
	Iteration 29Q: 3 clusters Score -109936.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -109939.468750 Penalty: 3495.136963
	Iteration 30Q: 3 clusters Score -109939.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -109940.500000 Penalty: 3495.136963
	Iteration 31Q: 3 clusters Score -109940.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -109940.500000 Penalty: 3495.136963
	Iteration 32F: 3 clusters Score -109940.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 22964 members 
Mstep: Class 3 contains 9367 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 9418 members 
Mstep: Class 6 contains 23918 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23819 members 
Mstep: Class 9 contains 2743 members 
Mstep: Class 10 contains 9135 members 
Mstep: Class 11 contains 5559 members 
Mstep: Class 12 contains 16725 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 8244 members 
Mstep: Class 15 contains 7690 members 
Mstep: Class 16 contains 91411 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 8506 members 
Mstep: Class 19 contains 27307 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 2007 members 
Mstep: Class 23 contains 57124 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 8547 members 
Mstep: Class 26 contains 979 members 
Mstep: Class 27 contains 53222 members 
Mstep: Class 28 contains 31641 members 
Mstep: Class 29 contains 19628 members 
Mstep: Class 30 contains 13438 members 
Mstep: Class 31 contains 8874 members 
Mstep: Class 32 contains 12893 members 
Mstep: Class 33 contains 10848 members 
Mstep: Class 34 contains 15165 members 
Mstep: Class 35 contains 8686 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 35746 members 
Mstep: Class 39 contains 6319 members 
Mstep: Class 40 contains 12339 members 
Mstep: Class 41 contains 12423 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 11665 members 
Mstep: Class 45 contains 757 members 
Mstep: Class 46 contains 12368 members 
Mstep: Class 47 contains 18786 members 
Mstep: Class 48 contains 3404 members 
Mstep: Class 49 contains 794 members 
Entering Unmasked Estep 
Score: -64715580.000000 Penalty: 162617.703125
Splitting cluster 37 changes total score from -64710476.000000 to -64715580.000000
So it's getting split into cluster 49.
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 22964 members 
Mstep: Class 3 contains 9367 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 9418 members 
Mstep: Class 6 contains 23918 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23819 members 
Mstep: Class 9 contains 2743 members 
Mstep: Class 10 contains 9135 members 
Mstep: Class 11 contains 5559 members 
Mstep: Class 12 contains 16725 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 8244 members 
Mstep: Class 15 contains 7690 members 
Mstep: Class 16 contains 91411 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 8506 members 
Mstep: Class 19 contains 27307 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 2007 members 
Mstep: Class 23 contains 57124 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 8547 members 
Mstep: Class 26 contains 979 members 
Mstep: Class 27 contains 53222 members 
Mstep: Class 28 contains 31641 members 
Mstep: Class 29 contains 19628 members 
Mstep: Class 30 contains 13438 members 
Mstep: Class 31 contains 8874 members 
Mstep: Class 32 contains 12893 members 
Mstep: Class 33 contains 10848 members 
Mstep: Class 34 contains 15165 members 
Mstep: Class 35 contains 8686 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64723216.000000 Penalty: 162617.703125
Iteration 79Q: 50 clusters Score -6.472322e+07 nChanged 11398
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 23044 members 
Mstep: Class 3 contains 9377 members 
Mstep: Class 4 contains 3229 members 
Mstep: Class 5 contains 9417 members 
Mstep: Class 6 contains 23925 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23822 members 
Mstep: Class 9 contains 3009 members 
Mstep: Class 10 contains 9189 members 
Mstep: Class 11 contains 5584 members 
Mstep: Class 12 contains 17323 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 14 contains 8342 members 
Mstep: Class 15 contains 7770 members 
Mstep: Class 16 contains 91664 members 
Mstep: Class 17 contains 2488 members 
Mstep: Class 18 contains 8499 members 
Mstep: Class 19 contains 27331 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 260 members 
Mstep: Class 22 contains 2388 members 
Mstep: Class 23 contains 57363 members 
Mstep: Class 24 contains 2881 members 
Mstep: Class 25 contains 8595 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 52943 members 
Mstep: Class 28 contains 31981 members 
Mstep: Class 29 contains 19283 members 
Mstep: Class 30 contains 13468 members 
Mstep: Class 31 contains 9189 members 
Mstep: Class 32 contains 13021 members 
Mstep: Class 33 contains 11330 members 
Mstep: Class 34 contains 15301 members 
Mstep: Class 35 contains 9012 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 34203 members 
Mstep: Class 39 contains 6010 members 
Mstep: Class 40 contains 11982 members 
Mstep: Class 41 contains 12000 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 11096 members 
Mstep: Class 45 contains 753 members 
Mstep: Class 46 contains 12526 members 
Mstep: Class 47 contains 18404 members 
Mstep: Class 48 contains 3253 members 
Mstep: Class 49 contains 794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64730236.000000 Penalty: 162617.703125
Iteration 80F: 50 clusters Score -6.473024e+07 nChanged 9419
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 22719 members 
Mstep: Class 3 contains 9323 members 
Mstep: Class 4 contains 3240 members 
Mstep: Class 5 contains 9416 members 
Mstep: Class 6 contains 23926 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23800 members 
Mstep: Class 9 contains 3166 members 
Mstep: Class 10 contains 9039 members 
Mstep: Class 11 contains 5532 members 
Mstep: Class 12 contains 17350 members 
Mstep: Class 13 contains 2590 members 
Mstep: Class 14 contains 8374 members 
Mstep: Class 15 contains 7639 members 
Mstep: Class 16 contains 90938 members 
Mstep: Class 17 contains 2530 members 
Mstep: Class 18 contains 8482 members 
Mstep: Class 19 contains 27260 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 2623 members 
Mstep: Class 23 contains 57149 members 
Mstep: Class 24 contains 2849 members 
Mstep: Class 25 contains 8600 members 
Mstep: Class 26 contains 945 members 
Mstep: Class 27 contains 52548 members 
Mstep: Class 28 contains 31654 members 
Mstep: Class 29 contains 18846 members 
Mstep: Class 30 contains 13368 members 
Mstep: Class 31 contains 9391 members 
Mstep: Class 32 contains 12987 members 
Mstep: Class 33 contains 11455 members 
Mstep: Class 34 contains 15300 members 
Mstep: Class 35 contains 9134 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 33987 members 
Mstep: Class 39 contains 5908 members 
Mstep: Class 40 contains 12081 members 
Mstep: Class 41 contains 12513 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 11397 members 
Mstep: Class 45 contains 1444 members 
Mstep: Class 46 contains 12679 members 
Mstep: Class 47 contains 18723 members 
Mstep: Class 48 contains 3599 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64733336.000000 Penalty: 162617.703125
Iteration 81Q: 50 clusters Score -6.473334e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 22402 members 
Mstep: Class 3 contains 9326 members 
Mstep: Class 4 contains 3256 members 
Mstep: Class 5 contains 9445 members 
Mstep: Class 6 contains 23930 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23820 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 9010 members 
Mstep: Class 11 contains 5508 members 
Mstep: Class 12 contains 17390 members 
Mstep: Class 13 contains 2606 members 
Mstep: Class 14 contains 8406 members 
Mstep: Class 15 contains 7601 members 
Mstep: Class 16 contains 90599 members 
Mstep: Class 17 contains 2567 members 
Mstep: Class 18 contains 8473 members 
Mstep: Class 19 contains 27200 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 2844 members 
Mstep: Class 23 contains 57061 members 
Mstep: Class 24 contains 2827 members 
Mstep: Class 25 contains 8622 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 52229 members 
Mstep: Class 28 contains 31417 members 
Mstep: Class 29 contains 18529 members 
Mstep: Class 30 contains 13297 members 
Mstep: Class 31 contains 9606 members 
Mstep: Class 32 contains 13005 members 
Mstep: Class 33 contains 11558 members 
Mstep: Class 34 contains 15313 members 
Mstep: Class 35 contains 9232 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 33664 members 
Mstep: Class 39 contains 5801 members 
Mstep: Class 40 contains 12127 members 
Mstep: Class 41 contains 12845 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11515 members 
Mstep: Class 45 contains 1739 members 
Mstep: Class 46 contains 12832 members 
Mstep: Class 47 contains 18862 members 
Mstep: Class 48 contains 3778 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64734980.000000 Penalty: 162617.703125
Iteration 82Q: 50 clusters Score -6.473498e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 22099 members 
Mstep: Class 3 contains 9313 members 
Mstep: Class 4 contains 3272 members 
Mstep: Class 5 contains 9474 members 
Mstep: Class 6 contains 23919 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23840 members 
Mstep: Class 9 contains 3427 members 
Mstep: Class 10 contains 9031 members 
Mstep: Class 11 contains 5495 members 
Mstep: Class 12 contains 17395 members 
Mstep: Class 13 contains 2629 members 
Mstep: Class 14 contains 8424 members 
Mstep: Class 15 contains 7622 members 
Mstep: Class 16 contains 90402 members 
Mstep: Class 17 contains 2593 members 
Mstep: Class 18 contains 8465 members 
Mstep: Class 19 contains 27151 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 3032 members 
Mstep: Class 23 contains 57025 members 
Mstep: Class 24 contains 2813 members 
Mstep: Class 25 contains 8664 members 
Mstep: Class 26 contains 949 members 
Mstep: Class 27 contains 51944 members 
Mstep: Class 28 contains 31231 members 
Mstep: Class 29 contains 18258 members 
Mstep: Class 30 contains 13255 members 
Mstep: Class 31 contains 9800 members 
Mstep: Class 32 contains 13005 members 
Mstep: Class 33 contains 11640 members 
Mstep: Class 34 contains 15314 members 
Mstep: Class 35 contains 9349 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 33361 members 
Mstep: Class 39 contains 5704 members 
Mstep: Class 40 contains 12154 members 
Mstep: Class 41 contains 13122 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11572 members 
Mstep: Class 45 contains 1887 members 
Mstep: Class 46 contains 12997 members 
Mstep: Class 47 contains 18992 members 
Mstep: Class 48 contains 3876 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64735764.000000 Penalty: 162617.703125
Iteration 83Q: 50 clusters Score -6.473576e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 21785 members 
Mstep: Class 3 contains 9304 members 
Mstep: Class 4 contains 3281 members 
Mstep: Class 5 contains 9503 members 
Mstep: Class 6 contains 23929 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23853 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 9044 members 
Mstep: Class 11 contains 5485 members 
Mstep: Class 12 contains 17385 members 
Mstep: Class 13 contains 2650 members 
Mstep: Class 14 contains 8432 members 
Mstep: Class 15 contains 7636 members 
Mstep: Class 16 contains 90257 members 
Mstep: Class 17 contains 2635 members 
Mstep: Class 18 contains 8462 members 
Mstep: Class 19 contains 27099 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 3235 members 
Mstep: Class 23 contains 57001 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 8723 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 51686 members 
Mstep: Class 28 contains 31064 members 
Mstep: Class 29 contains 18037 members 
Mstep: Class 30 contains 13217 members 
Mstep: Class 31 contains 9977 members 
Mstep: Class 32 contains 13013 members 
Mstep: Class 33 contains 11729 members 
Mstep: Class 34 contains 15316 members 
Mstep: Class 35 contains 9452 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 33074 members 
Mstep: Class 39 contains 5608 members 
Mstep: Class 40 contains 12195 members 
Mstep: Class 41 contains 13388 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11617 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 13133 members 
Mstep: Class 47 contains 19077 members 
Mstep: Class 48 contains 3954 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736332.000000 Penalty: 162617.703125
Iteration 84Q: 50 clusters Score -6.473633e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 21469 members 
Mstep: Class 3 contains 9299 members 
Mstep: Class 4 contains 3298 members 
Mstep: Class 5 contains 9527 members 
Mstep: Class 6 contains 23949 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23869 members 
Mstep: Class 9 contains 3588 members 
Mstep: Class 10 contains 9057 members 
Mstep: Class 11 contains 5470 members 
Mstep: Class 12 contains 17368 members 
Mstep: Class 13 contains 2671 members 
Mstep: Class 14 contains 8440 members 
Mstep: Class 15 contains 7676 members 
Mstep: Class 16 contains 90150 members 
Mstep: Class 17 contains 2660 members 
Mstep: Class 18 contains 8459 members 
Mstep: Class 19 contains 27059 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 3447 members 
Mstep: Class 23 contains 56971 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 8764 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 51478 members 
Mstep: Class 28 contains 30863 members 
Mstep: Class 29 contains 17856 members 
Mstep: Class 30 contains 13198 members 
Mstep: Class 31 contains 10128 members 
Mstep: Class 32 contains 13031 members 
Mstep: Class 33 contains 11843 members 
Mstep: Class 34 contains 15311 members 
Mstep: Class 35 contains 9525 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 32848 members 
Mstep: Class 39 contains 5530 members 
Mstep: Class 40 contains 12220 members 
Mstep: Class 41 contains 13623 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11664 members 
Mstep: Class 45 contains 2061 members 
Mstep: Class 46 contains 13255 members 
Mstep: Class 47 contains 19108 members 
Mstep: Class 48 contains 4019 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737212.000000 Penalty: 162617.703125
Iteration 85Q: 50 clusters Score -6.473721e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 21199 members 
Mstep: Class 3 contains 9295 members 
Mstep: Class 4 contains 3313 members 
Mstep: Class 5 contains 9549 members 
Mstep: Class 6 contains 23970 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23902 members 
Mstep: Class 9 contains 3639 members 
Mstep: Class 10 contains 9067 members 
Mstep: Class 11 contains 5453 members 
Mstep: Class 12 contains 17354 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 8447 members 
Mstep: Class 15 contains 7727 members 
Mstep: Class 16 contains 90079 members 
Mstep: Class 17 contains 2691 members 
Mstep: Class 18 contains 8459 members 
Mstep: Class 19 contains 27021 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 3722 members 
Mstep: Class 23 contains 56976 members 
Mstep: Class 24 contains 2796 members 
Mstep: Class 25 contains 8809 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 51282 members 
Mstep: Class 28 contains 30598 members 
Mstep: Class 29 contains 17676 members 
Mstep: Class 30 contains 13191 members 
Mstep: Class 31 contains 10260 members 
Mstep: Class 32 contains 13054 members 
Mstep: Class 33 contains 11953 members 
Mstep: Class 34 contains 15302 members 
Mstep: Class 35 contains 9603 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 32651 members 
Mstep: Class 39 contains 5468 members 
Mstep: Class 40 contains 12228 members 
Mstep: Class 41 contains 13809 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11671 members 
Mstep: Class 45 contains 2104 members 
Mstep: Class 46 contains 13365 members 
Mstep: Class 47 contains 19127 members 
Mstep: Class 48 contains 4066 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737960.000000 Penalty: 162617.703125
Iteration 86Q: 50 clusters Score -6.473796e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 20906 members 
Mstep: Class 3 contains 9291 members 
Mstep: Class 4 contains 3332 members 
Mstep: Class 5 contains 9562 members 
Mstep: Class 6 contains 23998 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23921 members 
Mstep: Class 9 contains 3680 members 
Mstep: Class 10 contains 9078 members 
Mstep: Class 11 contains 5446 members 
Mstep: Class 12 contains 17311 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 8452 members 
Mstep: Class 15 contains 7781 members 
Mstep: Class 16 contains 90039 members 
Mstep: Class 17 contains 2729 members 
Mstep: Class 18 contains 8460 members 
Mstep: Class 19 contains 26984 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 4011 members 
Mstep: Class 23 contains 56991 members 
Mstep: Class 24 contains 2788 members 
Mstep: Class 25 contains 8853 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 51114 members 
Mstep: Class 28 contains 30336 members 
Mstep: Class 29 contains 17540 members 
Mstep: Class 30 contains 13183 members 
Mstep: Class 31 contains 10382 members 
Mstep: Class 32 contains 13074 members 
Mstep: Class 33 contains 12043 members 
Mstep: Class 34 contains 15290 members 
Mstep: Class 35 contains 9673 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 32459 members 
Mstep: Class 39 contains 5416 members 
Mstep: Class 40 contains 12240 members 
Mstep: Class 41 contains 14006 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11654 members 
Mstep: Class 45 contains 2126 members 
Mstep: Class 46 contains 13477 members 
Mstep: Class 47 contains 19149 members 
Mstep: Class 48 contains 4098 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64738344.000000 Penalty: 162617.703125
Iteration 87Q: 50 clusters Score -6.473834e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 20621 members 
Mstep: Class 3 contains 9284 members 
Mstep: Class 4 contains 3358 members 
Mstep: Class 5 contains 9573 members 
Mstep: Class 6 contains 24022 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23940 members 
Mstep: Class 9 contains 3708 members 
Mstep: Class 10 contains 9093 members 
Mstep: Class 11 contains 5447 members 
Mstep: Class 12 contains 17274 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 8453 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 90002 members 
Mstep: Class 17 contains 2761 members 
Mstep: Class 18 contains 8463 members 
Mstep: Class 19 contains 26949 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 57013 members 
Mstep: Class 24 contains 2775 members 
Mstep: Class 25 contains 8877 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 50974 members 
Mstep: Class 28 contains 30064 members 
Mstep: Class 29 contains 17429 members 
Mstep: Class 30 contains 13167 members 
Mstep: Class 31 contains 10487 members 
Mstep: Class 32 contains 13086 members 
Mstep: Class 33 contains 12128 members 
Mstep: Class 34 contains 15279 members 
Mstep: Class 35 contains 9745 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 32287 members 
Mstep: Class 39 contains 5374 members 
Mstep: Class 40 contains 12252 members 
Mstep: Class 41 contains 14212 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11655 members 
Mstep: Class 45 contains 2153 members 
Mstep: Class 46 contains 13576 members 
Mstep: Class 47 contains 19160 members 
Mstep: Class 48 contains 4128 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739044.000000 Penalty: 162617.703125
Iteration 88Q: 50 clusters Score -6.473904e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 20354 members 
Mstep: Class 3 contains 9283 members 
Mstep: Class 4 contains 3374 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 24039 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23950 members 
Mstep: Class 9 contains 3730 members 
Mstep: Class 10 contains 9098 members 
Mstep: Class 11 contains 5445 members 
Mstep: Class 12 contains 17257 members 
Mstep: Class 13 contains 2710 members 
Mstep: Class 14 contains 8452 members 
Mstep: Class 15 contains 7895 members 
Mstep: Class 16 contains 89972 members 
Mstep: Class 17 contains 2787 members 
Mstep: Class 18 contains 8465 members 
Mstep: Class 19 contains 26933 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 4529 members 
Mstep: Class 23 contains 57043 members 
Mstep: Class 24 contains 2769 members 
Mstep: Class 25 contains 8912 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 50851 members 
Mstep: Class 28 contains 29829 members 
Mstep: Class 29 contains 17331 members 
Mstep: Class 30 contains 13155 members 
Mstep: Class 31 contains 10551 members 
Mstep: Class 32 contains 13096 members 
Mstep: Class 33 contains 12210 members 
Mstep: Class 34 contains 15263 members 
Mstep: Class 35 contains 9806 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 32115 members 
Mstep: Class 39 contains 5338 members 
Mstep: Class 40 contains 12256 members 
Mstep: Class 41 contains 14411 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11641 members 
Mstep: Class 45 contains 2170 members 
Mstep: Class 46 contains 13657 members 
Mstep: Class 47 contains 19168 members 
Mstep: Class 48 contains 4149 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739268.000000 Penalty: 162617.703125
Iteration 89Q: 50 clusters Score -6.473927e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 20103 members 
Mstep: Class 3 contains 9281 members 
Mstep: Class 4 contains 3398 members 
Mstep: Class 5 contains 9583 members 
Mstep: Class 6 contains 24052 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23954 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 10 contains 9107 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 17218 members 
Mstep: Class 13 contains 2717 members 
Mstep: Class 14 contains 8455 members 
Mstep: Class 15 contains 7953 members 
Mstep: Class 16 contains 89946 members 
Mstep: Class 17 contains 2814 members 
Mstep: Class 18 contains 8461 members 
Mstep: Class 19 contains 26914 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 4726 members 
Mstep: Class 23 contains 57076 members 
Mstep: Class 24 contains 2765 members 
Mstep: Class 25 contains 8956 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 50741 members 
Mstep: Class 28 contains 29617 members 
Mstep: Class 29 contains 17270 members 
Mstep: Class 30 contains 13143 members 
Mstep: Class 31 contains 10595 members 
Mstep: Class 32 contains 13099 members 
Mstep: Class 33 contains 12288 members 
Mstep: Class 34 contains 15243 members 
Mstep: Class 35 contains 9851 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 31961 members 
Mstep: Class 39 contains 5316 members 
Mstep: Class 40 contains 12271 members 
Mstep: Class 41 contains 14583 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11652 members 
Mstep: Class 45 contains 2185 members 
Mstep: Class 46 contains 13738 members 
Mstep: Class 47 contains 19170 members 
Mstep: Class 48 contains 4174 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739792.000000 Penalty: 162617.703125
Iteration 90Q: 50 clusters Score -6.473979e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 19864 members 
Mstep: Class 3 contains 9276 members 
Mstep: Class 4 contains 3422 members 
Mstep: Class 5 contains 9587 members 
Mstep: Class 6 contains 24068 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23960 members 
Mstep: Class 9 contains 3770 members 
Mstep: Class 10 contains 9119 members 
Mstep: Class 11 contains 5442 members 
Mstep: Class 12 contains 17172 members 
Mstep: Class 13 contains 2726 members 
Mstep: Class 14 contains 8454 members 
Mstep: Class 15 contains 8011 members 
Mstep: Class 16 contains 89937 members 
Mstep: Class 17 contains 2845 members 
Mstep: Class 18 contains 8462 members 
Mstep: Class 19 contains 26902 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 4920 members 
Mstep: Class 23 contains 57102 members 
Mstep: Class 24 contains 2763 members 
Mstep: Class 25 contains 9007 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 50652 members 
Mstep: Class 28 contains 29429 members 
Mstep: Class 29 contains 17183 members 
Mstep: Class 30 contains 13119 members 
Mstep: Class 31 contains 10621 members 
Mstep: Class 32 contains 13091 members 
Mstep: Class 33 contains 12373 members 
Mstep: Class 34 contains 15232 members 
Mstep: Class 35 contains 9887 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 31840 members 
Mstep: Class 39 contains 5286 members 
Mstep: Class 40 contains 12284 members 
Mstep: Class 41 contains 14740 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11643 members 
Mstep: Class 45 contains 2194 members 
Mstep: Class 46 contains 13812 members 
Mstep: Class 47 contains 19184 members 
Mstep: Class 48 contains 4197 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739884.000000 Penalty: 162617.703125
Iteration 91Q: 50 clusters Score -6.473988e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 19642 members 
Mstep: Class 3 contains 9271 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 9590 members 
Mstep: Class 6 contains 24082 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23956 members 
Mstep: Class 9 contains 3785 members 
Mstep: Class 10 contains 9112 members 
Mstep: Class 11 contains 5445 members 
Mstep: Class 12 contains 17139 members 
Mstep: Class 13 contains 2730 members 
Mstep: Class 14 contains 8455 members 
Mstep: Class 15 contains 8075 members 
Mstep: Class 16 contains 89920 members 
Mstep: Class 17 contains 2867 members 
Mstep: Class 18 contains 8462 members 
Mstep: Class 19 contains 26880 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 5097 members 
Mstep: Class 23 contains 57096 members 
Mstep: Class 24 contains 2762 members 
Mstep: Class 25 contains 9051 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 50579 members 
Mstep: Class 28 contains 29272 members 
Mstep: Class 29 contains 17099 members 
Mstep: Class 30 contains 13117 members 
Mstep: Class 31 contains 10652 members 
Mstep: Class 32 contains 13100 members 
Mstep: Class 33 contains 12439 members 
Mstep: Class 34 contains 15228 members 
Mstep: Class 35 contains 9920 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 31724 members 
Mstep: Class 39 contains 5263 members 
Mstep: Class 40 contains 12293 members 
Mstep: Class 41 contains 14889 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11614 members 
Mstep: Class 45 contains 2206 members 
Mstep: Class 46 contains 13887 members 
Mstep: Class 47 contains 19209 members 
Mstep: Class 48 contains 4219 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740280.000000 Penalty: 162617.703125
Iteration 92Q: 50 clusters Score -6.474028e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 19432 members 
Mstep: Class 3 contains 9274 members 
Mstep: Class 4 contains 3466 members 
Mstep: Class 5 contains 9592 members 
Mstep: Class 6 contains 24089 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23960 members 
Mstep: Class 9 contains 3797 members 
Mstep: Class 10 contains 9112 members 
Mstep: Class 11 contains 5443 members 
Mstep: Class 12 contains 17115 members 
Mstep: Class 13 contains 2736 members 
Mstep: Class 14 contains 8455 members 
Mstep: Class 15 contains 8127 members 
Mstep: Class 16 contains 89916 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 8462 members 
Mstep: Class 19 contains 26852 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 5244 members 
Mstep: Class 23 contains 57085 members 
Mstep: Class 24 contains 2759 members 
Mstep: Class 25 contains 9103 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 50499 members 
Mstep: Class 28 contains 29138 members 
Mstep: Class 29 contains 17042 members 
Mstep: Class 30 contains 13110 members 
Mstep: Class 31 contains 10678 members 
Mstep: Class 32 contains 13108 members 
Mstep: Class 33 contains 12503 members 
Mstep: Class 34 contains 15228 members 
Mstep: Class 35 contains 9956 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 31625 members 
Mstep: Class 39 contains 5253 members 
Mstep: Class 40 contains 12300 members 
Mstep: Class 41 contains 15029 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11591 members 
Mstep: Class 45 contains 2211 members 
Mstep: Class 46 contains 13961 members 
Mstep: Class 47 contains 19218 members 
Mstep: Class 48 contains 4229 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740664.000000 Penalty: 162617.703125
Iteration 93Q: 50 clusters Score -6.474066e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 19246 members 
Mstep: Class 3 contains 9277 members 
Mstep: Class 4 contains 3472 members 
Mstep: Class 5 contains 9593 members 
Mstep: Class 6 contains 24093 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23959 members 
Mstep: Class 9 contains 3809 members 
Mstep: Class 10 contains 9104 members 
Mstep: Class 11 contains 5438 members 
Mstep: Class 12 contains 17098 members 
Mstep: Class 13 contains 2746 members 
Mstep: Class 14 contains 8455 members 
Mstep: Class 15 contains 8202 members 
Mstep: Class 16 contains 89914 members 
Mstep: Class 17 contains 2893 members 
Mstep: Class 18 contains 8459 members 
Mstep: Class 19 contains 26824 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 57086 members 
Mstep: Class 24 contains 2752 members 
Mstep: Class 25 contains 9140 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 50451 members 
Mstep: Class 28 contains 29028 members 
Mstep: Class 29 contains 16956 members 
Mstep: Class 30 contains 13109 members 
Mstep: Class 31 contains 10699 members 
Mstep: Class 32 contains 13110 members 
Mstep: Class 33 contains 12565 members 
Mstep: Class 34 contains 15230 members 
Mstep: Class 35 contains 9992 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 31514 members 
Mstep: Class 39 contains 5243 members 
Mstep: Class 40 contains 12309 members 
Mstep: Class 41 contains 15183 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11564 members 
Mstep: Class 45 contains 2215 members 
Mstep: Class 46 contains 14039 members 
Mstep: Class 47 contains 19219 members 
Mstep: Class 48 contains 4242 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740664.000000 Penalty: 162617.703125
Iteration 94Q: 50 clusters Score -6.474066e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 19035 members 
Mstep: Class 3 contains 9268 members 
Mstep: Class 4 contains 3485 members 
Mstep: Class 5 contains 9596 members 
Mstep: Class 6 contains 24099 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23945 members 
Mstep: Class 9 contains 3824 members 
Mstep: Class 10 contains 9107 members 
Mstep: Class 11 contains 5444 members 
Mstep: Class 12 contains 17084 members 
Mstep: Class 13 contains 2753 members 
Mstep: Class 14 contains 8456 members 
Mstep: Class 15 contains 8268 members 
Mstep: Class 16 contains 89909 members 
Mstep: Class 17 contains 2907 members 
Mstep: Class 18 contains 8461 members 
Mstep: Class 19 contains 26797 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 5425 members 
Mstep: Class 23 contains 57093 members 
Mstep: Class 24 contains 2746 members 
Mstep: Class 25 contains 9170 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 50414 members 
Mstep: Class 28 contains 28950 members 
Mstep: Class 29 contains 16882 members 
Mstep: Class 30 contains 13103 members 
Mstep: Class 31 contains 10725 members 
Mstep: Class 32 contains 13124 members 
Mstep: Class 33 contains 12610 members 
Mstep: Class 34 contains 15216 members 
Mstep: Class 35 contains 10036 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 31431 members 
Mstep: Class 39 contains 5232 members 
Mstep: Class 40 contains 12315 members 
Mstep: Class 41 contains 15324 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11556 members 
Mstep: Class 45 contains 2219 members 
Mstep: Class 46 contains 14095 members 
Mstep: Class 47 contains 19225 members 
Mstep: Class 48 contains 4251 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740828.000000 Penalty: 162617.703125
Iteration 95Q: 50 clusters Score -6.474083e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 18843 members 
Mstep: Class 3 contains 9274 members 
Mstep: Class 4 contains 3498 members 
Mstep: Class 5 contains 9595 members 
Mstep: Class 6 contains 24099 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23939 members 
Mstep: Class 9 contains 3838 members 
Mstep: Class 10 contains 9109 members 
Mstep: Class 11 contains 5451 members 
Mstep: Class 12 contains 17062 members 
Mstep: Class 13 contains 2760 members 
Mstep: Class 14 contains 8457 members 
Mstep: Class 15 contains 8319 members 
Mstep: Class 16 contains 89902 members 
Mstep: Class 17 contains 2925 members 
Mstep: Class 18 contains 8466 members 
Mstep: Class 19 contains 26775 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 5508 members 
Mstep: Class 23 contains 57083 members 
Mstep: Class 24 contains 2741 members 
Mstep: Class 25 contains 9197 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 50388 members 
Mstep: Class 28 contains 28864 members 
Mstep: Class 29 contains 16802 members 
Mstep: Class 30 contains 13103 members 
Mstep: Class 31 contains 10747 members 
Mstep: Class 32 contains 13134 members 
Mstep: Class 33 contains 12645 members 
Mstep: Class 34 contains 15212 members 
Mstep: Class 35 contains 10064 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 31365 members 
Mstep: Class 39 contains 5223 members 
Mstep: Class 40 contains 12321 members 
Mstep: Class 41 contains 15476 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11530 members 
Mstep: Class 45 contains 2224 members 
Mstep: Class 46 contains 14146 members 
Mstep: Class 47 contains 19238 members 
Mstep: Class 48 contains 4258 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740980.000000 Penalty: 162617.703125
Iteration 96Q: 50 clusters Score -6.474098e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 18662 members 
Mstep: Class 3 contains 9275 members 
Mstep: Class 4 contains 3512 members 
Mstep: Class 5 contains 9596 members 
Mstep: Class 6 contains 24099 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23937 members 
Mstep: Class 9 contains 3843 members 
Mstep: Class 10 contains 9118 members 
Mstep: Class 11 contains 5453 members 
Mstep: Class 12 contains 17040 members 
Mstep: Class 13 contains 2767 members 
Mstep: Class 14 contains 8456 members 
Mstep: Class 15 contains 8389 members 
Mstep: Class 16 contains 89898 members 
Mstep: Class 17 contains 2934 members 
Mstep: Class 18 contains 8467 members 
Mstep: Class 19 contains 26743 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 5566 members 
Mstep: Class 23 contains 57101 members 
Mstep: Class 24 contains 2739 members 
Mstep: Class 25 contains 9224 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 50364 members 
Mstep: Class 28 contains 28788 members 
Mstep: Class 29 contains 16718 members 
Mstep: Class 30 contains 13092 members 
Mstep: Class 31 contains 10760 members 
Mstep: Class 32 contains 13138 members 
Mstep: Class 33 contains 12678 members 
Mstep: Class 34 contains 15213 members 
Mstep: Class 35 contains 10085 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 31313 members 
Mstep: Class 39 contains 5217 members 
Mstep: Class 40 contains 12326 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11519 members 
Mstep: Class 45 contains 2229 members 
Mstep: Class 46 contains 14187 members 
Mstep: Class 47 contains 19251 members 
Mstep: Class 48 contains 4266 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741048.000000 Penalty: 162617.703125
Iteration 97Q: 50 clusters Score -6.474105e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 18495 members 
Mstep: Class 3 contains 9272 members 
Mstep: Class 4 contains 3525 members 
Mstep: Class 5 contains 9597 members 
Mstep: Class 6 contains 24099 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23940 members 
Mstep: Class 9 contains 3850 members 
Mstep: Class 10 contains 9145 members 
Mstep: Class 11 contains 5462 members 
Mstep: Class 12 contains 17028 members 
Mstep: Class 13 contains 2777 members 
Mstep: Class 14 contains 8459 members 
Mstep: Class 15 contains 8441 members 
Mstep: Class 16 contains 89895 members 
Mstep: Class 17 contains 2937 members 
Mstep: Class 18 contains 8466 members 
Mstep: Class 19 contains 26724 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 5629 members 
Mstep: Class 23 contains 57101 members 
Mstep: Class 24 contains 2740 members 
Mstep: Class 25 contains 9249 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 50329 members 
Mstep: Class 28 contains 28722 members 
Mstep: Class 29 contains 16634 members 
Mstep: Class 30 contains 13084 members 
Mstep: Class 31 contains 10780 members 
Mstep: Class 32 contains 13128 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 15207 members 
Mstep: Class 35 contains 10110 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 31264 members 
Mstep: Class 39 contains 5208 members 
Mstep: Class 40 contains 12330 members 
Mstep: Class 41 contains 15756 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11503 members 
Mstep: Class 45 contains 2233 members 
Mstep: Class 46 contains 14217 members 
Mstep: Class 47 contains 19263 members 
Mstep: Class 48 contains 4270 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741024.000000 Penalty: 162617.703125
Iteration 98Q: 50 clusters Score -6.474102e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 18353 members 
Mstep: Class 3 contains 9266 members 
Mstep: Class 4 contains 3530 members 
Mstep: Class 5 contains 9598 members 
Mstep: Class 6 contains 24098 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23936 members 
Mstep: Class 9 contains 3861 members 
Mstep: Class 10 contains 9164 members 
Mstep: Class 11 contains 5469 members 
Mstep: Class 12 contains 17011 members 
Mstep: Class 13 contains 2785 members 
Mstep: Class 14 contains 8458 members 
Mstep: Class 15 contains 8496 members 
Mstep: Class 16 contains 89888 members 
Mstep: Class 17 contains 2941 members 
Mstep: Class 18 contains 8466 members 
Mstep: Class 19 contains 26703 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 5680 members 
Mstep: Class 23 contains 57133 members 
Mstep: Class 24 contains 2740 members 
Mstep: Class 25 contains 9274 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 50297 members 
Mstep: Class 28 contains 28673 members 
Mstep: Class 29 contains 16549 members 
Mstep: Class 30 contains 13084 members 
Mstep: Class 31 contains 10796 members 
Mstep: Class 32 contains 13131 members 
Mstep: Class 33 contains 12719 members 
Mstep: Class 34 contains 15201 members 
Mstep: Class 35 contains 10127 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 31218 members 
Mstep: Class 39 contains 5200 members 
Mstep: Class 40 contains 12335 members 
Mstep: Class 41 contains 15866 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11487 members 
Mstep: Class 45 contains 2238 members 
Mstep: Class 46 contains 14245 members 
Mstep: Class 47 contains 19285 members 
Mstep: Class 48 contains 4272 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741072.000000 Penalty: 162617.703125
Iteration 99Q: 50 clusters Score -6.474107e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 18222 members 
Mstep: Class 3 contains 9262 members 
Mstep: Class 4 contains 3532 members 
Mstep: Class 5 contains 9598 members 
Mstep: Class 6 contains 24105 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23935 members 
Mstep: Class 9 contains 3866 members 
Mstep: Class 10 contains 9163 members 
Mstep: Class 11 contains 5482 members 
Mstep: Class 12 contains 16996 members 
Mstep: Class 13 contains 2794 members 
Mstep: Class 14 contains 8460 members 
Mstep: Class 15 contains 8552 members 
Mstep: Class 16 contains 89884 members 
Mstep: Class 17 contains 2954 members 
Mstep: Class 18 contains 8466 members 
Mstep: Class 19 contains 26684 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 5711 members 
Mstep: Class 23 contains 57139 members 
Mstep: Class 24 contains 2741 members 
Mstep: Class 25 contains 9297 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 50267 members 
Mstep: Class 28 contains 28636 members 
Mstep: Class 29 contains 16471 members 
Mstep: Class 30 contains 13080 members 
Mstep: Class 31 contains 10796 members 
Mstep: Class 32 contains 13128 members 
Mstep: Class 33 contains 12754 members 
Mstep: Class 34 contains 15189 members 
Mstep: Class 35 contains 10145 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 31166 members 
Mstep: Class 39 contains 5194 members 
Mstep: Class 40 contains 12337 members 
Mstep: Class 41 contains 15985 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11477 members 
Mstep: Class 45 contains 2243 members 
Mstep: Class 46 contains 14285 members 
Mstep: Class 47 contains 19299 members 
Mstep: Class 48 contains 4276 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741064.000000 Penalty: 162617.703125
Iteration 100F: 50 clusters Score -6.474106e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 18069 members 
Mstep: Class 3 contains 9260 members 
Mstep: Class 4 contains 3542 members 
Mstep: Class 5 contains 9599 members 
Mstep: Class 6 contains 24103 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23930 members 
Mstep: Class 9 contains 3870 members 
Mstep: Class 10 contains 9170 members 
Mstep: Class 11 contains 5495 members 
Mstep: Class 12 contains 16974 members 
Mstep: Class 13 contains 2802 members 
Mstep: Class 14 contains 8461 members 
Mstep: Class 15 contains 8624 members 
Mstep: Class 16 contains 89881 members 
Mstep: Class 17 contains 2967 members 
Mstep: Class 18 contains 8466 members 
Mstep: Class 19 contains 26667 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 5857 members 
Mstep: Class 23 contains 57108 members 
Mstep: Class 24 contains 2744 members 
Mstep: Class 25 contains 9331 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 50240 members 
Mstep: Class 28 contains 28519 members 
Mstep: Class 29 contains 16381 members 
Mstep: Class 30 contains 13074 members 
Mstep: Class 31 contains 10803 members 
Mstep: Class 32 contains 13122 members 
Mstep: Class 33 contains 12795 members 
Mstep: Class 34 contains 15181 members 
Mstep: Class 35 contains 10169 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 31110 members 
Mstep: Class 39 contains 5188 members 
Mstep: Class 40 contains 12341 members 
Mstep: Class 41 contains 16111 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11456 members 
Mstep: Class 45 contains 2247 members 
Mstep: Class 46 contains 14314 members 
Mstep: Class 47 contains 19315 members 
Mstep: Class 48 contains 4281 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741316.000000 Penalty: 162617.703125
Iteration 101Q: 50 clusters Score -6.474132e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 17913 members 
Mstep: Class 3 contains 9263 members 
Mstep: Class 4 contains 3549 members 
Mstep: Class 5 contains 9602 members 
Mstep: Class 6 contains 24097 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23928 members 
Mstep: Class 9 contains 3878 members 
Mstep: Class 10 contains 9181 members 
Mstep: Class 11 contains 5509 members 
Mstep: Class 12 contains 16960 members 
Mstep: Class 13 contains 2810 members 
Mstep: Class 14 contains 8461 members 
Mstep: Class 15 contains 8707 members 
Mstep: Class 16 contains 89877 members 
Mstep: Class 17 contains 2977 members 
Mstep: Class 18 contains 8466 members 
Mstep: Class 19 contains 26649 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 5967 members 
Mstep: Class 23 contains 57082 members 
Mstep: Class 24 contains 2744 members 
Mstep: Class 25 contains 9354 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 50224 members 
Mstep: Class 28 contains 28398 members 
Mstep: Class 29 contains 16305 members 
Mstep: Class 30 contains 13074 members 
Mstep: Class 31 contains 10814 members 
Mstep: Class 32 contains 13126 members 
Mstep: Class 33 contains 12825 members 
Mstep: Class 34 contains 15167 members 
Mstep: Class 35 contains 10176 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 31070 members 
Mstep: Class 39 contains 5183 members 
Mstep: Class 40 contains 12344 members 
Mstep: Class 41 contains 16237 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11441 members 
Mstep: Class 45 contains 2248 members 
Mstep: Class 46 contains 14347 members 
Mstep: Class 47 contains 19324 members 
Mstep: Class 48 contains 4287 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741364.000000 Penalty: 162617.703125
Iteration 102Q: 50 clusters Score -6.474136e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 17764 members 
Mstep: Class 3 contains 9268 members 
Mstep: Class 4 contains 3556 members 
Mstep: Class 5 contains 9602 members 
Mstep: Class 6 contains 24095 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23923 members 
Mstep: Class 9 contains 3887 members 
Mstep: Class 10 contains 9191 members 
Mstep: Class 11 contains 5518 members 
Mstep: Class 12 contains 16950 members 
Mstep: Class 13 contains 2814 members 
Mstep: Class 14 contains 8462 members 
Mstep: Class 15 contains 8787 members 
Mstep: Class 16 contains 89875 members 
Mstep: Class 17 contains 2999 members 
Mstep: Class 18 contains 8467 members 
Mstep: Class 19 contains 26628 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6064 members 
Mstep: Class 23 contains 57051 members 
Mstep: Class 24 contains 2745 members 
Mstep: Class 25 contains 9373 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 50206 members 
Mstep: Class 28 contains 28305 members 
Mstep: Class 29 contains 16227 members 
Mstep: Class 30 contains 13067 members 
Mstep: Class 31 contains 10827 members 
Mstep: Class 32 contains 13122 members 
Mstep: Class 33 contains 12842 members 
Mstep: Class 34 contains 15153 members 
Mstep: Class 35 contains 10193 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 31024 members 
Mstep: Class 39 contains 5178 members 
Mstep: Class 40 contains 12345 members 
Mstep: Class 41 contains 16375 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11430 members 
Mstep: Class 45 contains 2248 members 
Mstep: Class 46 contains 14369 members 
Mstep: Class 47 contains 19335 members 
Mstep: Class 48 contains 4292 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741696.000000 Penalty: 162617.703125
Iteration 103Q: 50 clusters Score -6.47417e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 17616 members 
Mstep: Class 3 contains 9272 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 9603 members 
Mstep: Class 6 contains 24091 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23919 members 
Mstep: Class 9 contains 3901 members 
Mstep: Class 10 contains 9193 members 
Mstep: Class 11 contains 5523 members 
Mstep: Class 12 contains 16946 members 
Mstep: Class 13 contains 2811 members 
Mstep: Class 14 contains 8464 members 
Mstep: Class 15 contains 8854 members 
Mstep: Class 16 contains 89871 members 
Mstep: Class 17 contains 3024 members 
Mstep: Class 18 contains 8466 members 
Mstep: Class 19 contains 26592 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6130 members 
Mstep: Class 23 contains 57032 members 
Mstep: Class 24 contains 2746 members 
Mstep: Class 25 contains 9403 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 50179 members 
Mstep: Class 28 contains 28228 members 
Mstep: Class 29 contains 16154 members 
Mstep: Class 30 contains 13066 members 
Mstep: Class 31 contains 10832 members 
Mstep: Class 32 contains 13131 members 
Mstep: Class 33 contains 12863 members 
Mstep: Class 34 contains 15150 members 
Mstep: Class 35 contains 10198 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30995 members 
Mstep: Class 39 contains 5176 members 
Mstep: Class 40 contains 12349 members 
Mstep: Class 41 contains 16499 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11418 members 
Mstep: Class 45 contains 2247 members 
Mstep: Class 46 contains 14406 members 
Mstep: Class 47 contains 19346 members 
Mstep: Class 48 contains 4298 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741804.000000 Penalty: 162617.703125
Iteration 104Q: 50 clusters Score -6.47418e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 17470 members 
Mstep: Class 3 contains 9276 members 
Mstep: Class 4 contains 3567 members 
Mstep: Class 5 contains 9604 members 
Mstep: Class 6 contains 24088 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23919 members 
Mstep: Class 9 contains 3915 members 
Mstep: Class 10 contains 9207 members 
Mstep: Class 11 contains 5525 members 
Mstep: Class 12 contains 16938 members 
Mstep: Class 13 contains 2813 members 
Mstep: Class 14 contains 8463 members 
Mstep: Class 15 contains 8938 members 
Mstep: Class 16 contains 89868 members 
Mstep: Class 17 contains 3054 members 
Mstep: Class 18 contains 8466 members 
Mstep: Class 19 contains 26572 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6182 members 
Mstep: Class 23 contains 57002 members 
Mstep: Class 24 contains 2744 members 
Mstep: Class 25 contains 9426 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 50144 members 
Mstep: Class 28 contains 28168 members 
Mstep: Class 29 contains 16091 members 
Mstep: Class 30 contains 13075 members 
Mstep: Class 31 contains 10837 members 
Mstep: Class 32 contains 13129 members 
Mstep: Class 33 contains 12892 members 
Mstep: Class 34 contains 15133 members 
Mstep: Class 35 contains 10206 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30957 members 
Mstep: Class 39 contains 5174 members 
Mstep: Class 40 contains 12351 members 
Mstep: Class 41 contains 16612 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11405 members 
Mstep: Class 45 contains 2248 members 
Mstep: Class 46 contains 14432 members 
Mstep: Class 47 contains 19356 members 
Mstep: Class 48 contains 4303 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741840.000000 Penalty: 162617.703125
Iteration 105Q: 50 clusters Score -6.474184e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 17338 members 
Mstep: Class 3 contains 9279 members 
Mstep: Class 4 contains 3575 members 
Mstep: Class 5 contains 9607 members 
Mstep: Class 6 contains 24085 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23920 members 
Mstep: Class 9 contains 3928 members 
Mstep: Class 10 contains 9219 members 
Mstep: Class 11 contains 5525 members 
Mstep: Class 12 contains 16930 members 
Mstep: Class 13 contains 2821 members 
Mstep: Class 14 contains 8461 members 
Mstep: Class 15 contains 9026 members 
Mstep: Class 16 contains 89864 members 
Mstep: Class 17 contains 3089 members 
Mstep: Class 18 contains 8466 members 
Mstep: Class 19 contains 26554 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6224 members 
Mstep: Class 23 contains 56982 members 
Mstep: Class 24 contains 2742 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 50100 members 
Mstep: Class 28 contains 28111 members 
Mstep: Class 29 contains 15997 members 
Mstep: Class 30 contains 13082 members 
Mstep: Class 31 contains 10845 members 
Mstep: Class 32 contains 13104 members 
Mstep: Class 33 contains 12932 members 
Mstep: Class 34 contains 15112 members 
Mstep: Class 35 contains 10215 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30932 members 
Mstep: Class 39 contains 5174 members 
Mstep: Class 40 contains 12352 members 
Mstep: Class 41 contains 16736 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11403 members 
Mstep: Class 45 contains 2248 members 
Mstep: Class 46 contains 14447 members 
Mstep: Class 47 contains 19359 members 
Mstep: Class 48 contains 4307 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741812.000000 Penalty: 162617.703125
Iteration 106Q: 50 clusters Score -6.474181e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 17211 members 
Mstep: Class 3 contains 9282 members 
Mstep: Class 4 contains 3586 members 
Mstep: Class 5 contains 9607 members 
Mstep: Class 6 contains 24082 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23917 members 
Mstep: Class 9 contains 3938 members 
Mstep: Class 10 contains 9242 members 
Mstep: Class 11 contains 5533 members 
Mstep: Class 12 contains 16934 members 
Mstep: Class 13 contains 2830 members 
Mstep: Class 14 contains 8460 members 
Mstep: Class 15 contains 9114 members 
Mstep: Class 16 contains 89863 members 
Mstep: Class 17 contains 3126 members 
Mstep: Class 18 contains 8470 members 
Mstep: Class 19 contains 26526 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6258 members 
Mstep: Class 23 contains 56938 members 
Mstep: Class 24 contains 2742 members 
Mstep: Class 25 contains 9483 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 50067 members 
Mstep: Class 28 contains 28072 members 
Mstep: Class 29 contains 15939 members 
Mstep: Class 30 contains 13082 members 
Mstep: Class 31 contains 10843 members 
Mstep: Class 32 contains 13092 members 
Mstep: Class 33 contains 12972 members 
Mstep: Class 34 contains 15095 members 
Mstep: Class 35 contains 10221 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30911 members 
Mstep: Class 39 contains 5174 members 
Mstep: Class 40 contains 12354 members 
Mstep: Class 41 contains 16808 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11390 members 
Mstep: Class 45 contains 2248 members 
Mstep: Class 46 contains 14471 members 
Mstep: Class 47 contains 19363 members 
Mstep: Class 48 contains 4306 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741860.000000 Penalty: 162617.703125
Iteration 107Q: 50 clusters Score -6.474186e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 17085 members 
Mstep: Class 3 contains 9281 members 
Mstep: Class 4 contains 3598 members 
Mstep: Class 5 contains 9607 members 
Mstep: Class 6 contains 24084 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23907 members 
Mstep: Class 9 contains 3949 members 
Mstep: Class 10 contains 9258 members 
Mstep: Class 11 contains 5537 members 
Mstep: Class 12 contains 16934 members 
Mstep: Class 13 contains 2843 members 
Mstep: Class 14 contains 8459 members 
Mstep: Class 15 contains 9192 members 
Mstep: Class 16 contains 89863 members 
Mstep: Class 17 contains 3164 members 
Mstep: Class 18 contains 8472 members 
Mstep: Class 19 contains 26505 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6293 members 
Mstep: Class 23 contains 56881 members 
Mstep: Class 24 contains 2742 members 
Mstep: Class 25 contains 9504 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 50044 members 
Mstep: Class 28 contains 28038 members 
Mstep: Class 29 contains 15867 members 
Mstep: Class 30 contains 13092 members 
Mstep: Class 31 contains 10848 members 
Mstep: Class 32 contains 13070 members 
Mstep: Class 33 contains 12998 members 
Mstep: Class 34 contains 15077 members 
Mstep: Class 35 contains 10233 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30889 members 
Mstep: Class 39 contains 5173 members 
Mstep: Class 40 contains 12357 members 
Mstep: Class 41 contains 16905 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11392 members 
Mstep: Class 45 contains 2248 members 
Mstep: Class 46 contains 14485 members 
Mstep: Class 47 contains 19365 members 
Mstep: Class 48 contains 4309 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742072.000000 Penalty: 162617.703125
Iteration 108Q: 50 clusters Score -6.474207e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 16979 members 
Mstep: Class 3 contains 9280 members 
Mstep: Class 4 contains 3608 members 
Mstep: Class 5 contains 9607 members 
Mstep: Class 6 contains 24084 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23903 members 
Mstep: Class 9 contains 3961 members 
Mstep: Class 10 contains 9276 members 
Mstep: Class 11 contains 5545 members 
Mstep: Class 12 contains 16936 members 
Mstep: Class 13 contains 2854 members 
Mstep: Class 14 contains 8459 members 
Mstep: Class 15 contains 9268 members 
Mstep: Class 16 contains 89865 members 
Mstep: Class 17 contains 3186 members 
Mstep: Class 18 contains 8473 members 
Mstep: Class 19 contains 26485 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6307 members 
Mstep: Class 23 contains 56848 members 
Mstep: Class 24 contains 2742 members 
Mstep: Class 25 contains 9538 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 50019 members 
Mstep: Class 28 contains 28010 members 
Mstep: Class 29 contains 15791 members 
Mstep: Class 30 contains 13105 members 
Mstep: Class 31 contains 10846 members 
Mstep: Class 32 contains 13072 members 
Mstep: Class 33 contains 13014 members 
Mstep: Class 34 contains 15054 members 
Mstep: Class 35 contains 10246 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30864 members 
Mstep: Class 39 contains 5174 members 
Mstep: Class 40 contains 12359 members 
Mstep: Class 41 contains 16974 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11389 members 
Mstep: Class 45 contains 2248 members 
Mstep: Class 46 contains 14499 members 
Mstep: Class 47 contains 19368 members 
Mstep: Class 48 contains 4314 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742032.000000 Penalty: 162617.703125
Iteration 109Q: 50 clusters Score -6.474203e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 16872 members 
Mstep: Class 3 contains 9280 members 
Mstep: Class 4 contains 3619 members 
Mstep: Class 5 contains 9608 members 
Mstep: Class 6 contains 24080 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23902 members 
Mstep: Class 9 contains 3970 members 
Mstep: Class 10 contains 9281 members 
Mstep: Class 11 contains 5557 members 
Mstep: Class 12 contains 16932 members 
Mstep: Class 13 contains 2861 members 
Mstep: Class 14 contains 8458 members 
Mstep: Class 15 contains 9336 members 
Mstep: Class 16 contains 89864 members 
Mstep: Class 17 contains 3188 members 
Mstep: Class 18 contains 8474 members 
Mstep: Class 19 contains 26461 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6329 members 
Mstep: Class 23 contains 56817 members 
Mstep: Class 24 contains 2746 members 
Mstep: Class 25 contains 9574 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 49982 members 
Mstep: Class 28 contains 27986 members 
Mstep: Class 29 contains 15716 members 
Mstep: Class 30 contains 13115 members 
Mstep: Class 31 contains 10847 members 
Mstep: Class 32 contains 13081 members 
Mstep: Class 33 contains 13049 members 
Mstep: Class 34 contains 15041 members 
Mstep: Class 35 contains 10257 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30844 members 
Mstep: Class 39 contains 5172 members 
Mstep: Class 40 contains 12360 members 
Mstep: Class 41 contains 17063 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11379 members 
Mstep: Class 45 contains 2248 members 
Mstep: Class 46 contains 14514 members 
Mstep: Class 47 contains 19375 members 
Mstep: Class 48 contains 4314 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741984.000000 Penalty: 162617.703125
Iteration 110Q: 50 clusters Score -6.474198e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 16756 members 
Mstep: Class 3 contains 9283 members 
Mstep: Class 4 contains 3632 members 
Mstep: Class 5 contains 9609 members 
Mstep: Class 6 contains 24075 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23904 members 
Mstep: Class 9 contains 3980 members 
Mstep: Class 10 contains 9290 members 
Mstep: Class 11 contains 5566 members 
Mstep: Class 12 contains 16928 members 
Mstep: Class 13 contains 2872 members 
Mstep: Class 14 contains 8457 members 
Mstep: Class 15 contains 9416 members 
Mstep: Class 16 contains 89863 members 
Mstep: Class 17 contains 3200 members 
Mstep: Class 18 contains 8476 members 
Mstep: Class 19 contains 26442 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6350 members 
Mstep: Class 23 contains 56794 members 
Mstep: Class 24 contains 2745 members 
Mstep: Class 25 contains 9599 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 49949 members 
Mstep: Class 28 contains 27964 members 
Mstep: Class 29 contains 15641 members 
Mstep: Class 30 contains 13121 members 
Mstep: Class 31 contains 10851 members 
Mstep: Class 32 contains 13080 members 
Mstep: Class 33 contains 13068 members 
Mstep: Class 34 contains 15023 members 
Mstep: Class 35 contains 10262 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30826 members 
Mstep: Class 39 contains 5171 members 
Mstep: Class 40 contains 12363 members 
Mstep: Class 41 contains 17155 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11366 members 
Mstep: Class 45 contains 2249 members 
Mstep: Class 46 contains 14531 members 
Mstep: Class 47 contains 19381 members 
Mstep: Class 48 contains 4314 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742252.000000 Penalty: 162617.703125
Iteration 111Q: 50 clusters Score -6.474225e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 16668 members 
Mstep: Class 3 contains 9289 members 
Mstep: Class 4 contains 3639 members 
Mstep: Class 5 contains 9610 members 
Mstep: Class 6 contains 24070 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23901 members 
Mstep: Class 9 contains 3983 members 
Mstep: Class 10 contains 9297 members 
Mstep: Class 11 contains 5572 members 
Mstep: Class 12 contains 16927 members 
Mstep: Class 13 contains 2885 members 
Mstep: Class 14 contains 8456 members 
Mstep: Class 15 contains 9485 members 
Mstep: Class 16 contains 89862 members 
Mstep: Class 17 contains 3213 members 
Mstep: Class 18 contains 8476 members 
Mstep: Class 19 contains 26428 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 56783 members 
Mstep: Class 24 contains 2741 members 
Mstep: Class 25 contains 9625 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 49911 members 
Mstep: Class 28 contains 27945 members 
Mstep: Class 29 contains 15569 members 
Mstep: Class 30 contains 13129 members 
Mstep: Class 31 contains 10860 members 
Mstep: Class 32 contains 13083 members 
Mstep: Class 33 contains 13091 members 
Mstep: Class 34 contains 15003 members 
Mstep: Class 35 contains 10262 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30811 members 
Mstep: Class 39 contains 5165 members 
Mstep: Class 40 contains 12363 members 
Mstep: Class 41 contains 17214 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11358 members 
Mstep: Class 45 contains 2250 members 
Mstep: Class 46 contains 14547 members 
Mstep: Class 47 contains 19392 members 
Mstep: Class 48 contains 4320 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742464.000000 Penalty: 162617.703125
Iteration 112Q: 50 clusters Score -6.474246e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 16585 members 
Mstep: Class 3 contains 9290 members 
Mstep: Class 4 contains 3640 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 24065 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23903 members 
Mstep: Class 9 contains 3986 members 
Mstep: Class 10 contains 9309 members 
Mstep: Class 11 contains 5579 members 
Mstep: Class 12 contains 16919 members 
Mstep: Class 13 contains 2897 members 
Mstep: Class 14 contains 8456 members 
Mstep: Class 15 contains 9548 members 
Mstep: Class 16 contains 89858 members 
Mstep: Class 17 contains 3220 members 
Mstep: Class 18 contains 8473 members 
Mstep: Class 19 contains 26415 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6388 members 
Mstep: Class 23 contains 56774 members 
Mstep: Class 24 contains 2744 members 
Mstep: Class 25 contains 9648 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 49886 members 
Mstep: Class 28 contains 27923 members 
Mstep: Class 29 contains 15488 members 
Mstep: Class 30 contains 13136 members 
Mstep: Class 31 contains 10870 members 
Mstep: Class 32 contains 13074 members 
Mstep: Class 33 contains 13115 members 
Mstep: Class 34 contains 14988 members 
Mstep: Class 35 contains 10258 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30802 members 
Mstep: Class 39 contains 5166 members 
Mstep: Class 40 contains 12363 members 
Mstep: Class 41 contains 17283 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11355 members 
Mstep: Class 45 contains 2252 members 
Mstep: Class 46 contains 14557 members 
Mstep: Class 47 contains 19401 members 
Mstep: Class 48 contains 4327 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742576.000000 Penalty: 162617.703125
Iteration 113Q: 50 clusters Score -6.474258e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 16493 members 
Mstep: Class 3 contains 9294 members 
Mstep: Class 4 contains 3643 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 24064 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23904 members 
Mstep: Class 9 contains 3995 members 
Mstep: Class 10 contains 9324 members 
Mstep: Class 11 contains 5587 members 
Mstep: Class 12 contains 16919 members 
Mstep: Class 13 contains 2911 members 
Mstep: Class 14 contains 8456 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 89857 members 
Mstep: Class 17 contains 3222 members 
Mstep: Class 18 contains 8473 members 
Mstep: Class 19 contains 26390 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6410 members 
Mstep: Class 23 contains 56752 members 
Mstep: Class 24 contains 2743 members 
Mstep: Class 25 contains 9676 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 49864 members 
Mstep: Class 28 contains 27898 members 
Mstep: Class 29 contains 15408 members 
Mstep: Class 30 contains 13147 members 
Mstep: Class 31 contains 10876 members 
Mstep: Class 32 contains 13061 members 
Mstep: Class 33 contains 13159 members 
Mstep: Class 34 contains 14973 members 
Mstep: Class 35 contains 10261 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30783 members 
Mstep: Class 39 contains 5164 members 
Mstep: Class 40 contains 12363 members 
Mstep: Class 41 contains 17359 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11348 members 
Mstep: Class 45 contains 2254 members 
Mstep: Class 46 contains 14571 members 
Mstep: Class 47 contains 19405 members 
Mstep: Class 48 contains 4332 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742728.000000 Penalty: 162617.703125
Iteration 114Q: 50 clusters Score -6.474273e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 16386 members 
Mstep: Class 3 contains 9293 members 
Mstep: Class 4 contains 3648 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 24062 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23907 members 
Mstep: Class 9 contains 4008 members 
Mstep: Class 10 contains 9332 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 16914 members 
Mstep: Class 13 contains 2918 members 
Mstep: Class 14 contains 8457 members 
Mstep: Class 15 contains 9665 members 
Mstep: Class 16 contains 89857 members 
Mstep: Class 17 contains 3227 members 
Mstep: Class 18 contains 8474 members 
Mstep: Class 19 contains 26380 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6427 members 
Mstep: Class 23 contains 56764 members 
Mstep: Class 24 contains 2742 members 
Mstep: Class 25 contains 9713 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 49843 members 
Mstep: Class 28 contains 27875 members 
Mstep: Class 29 contains 15293 members 
Mstep: Class 30 contains 13150 members 
Mstep: Class 31 contains 10874 members 
Mstep: Class 32 contains 13058 members 
Mstep: Class 33 contains 13208 members 
Mstep: Class 34 contains 14952 members 
Mstep: Class 35 contains 10263 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30763 members 
Mstep: Class 39 contains 5165 members 
Mstep: Class 40 contains 12365 members 
Mstep: Class 41 contains 17443 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11345 members 
Mstep: Class 45 contains 2253 members 
Mstep: Class 46 contains 14583 members 
Mstep: Class 47 contains 19411 members 
Mstep: Class 48 contains 4334 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742972.000000 Penalty: 162617.703125
Iteration 115Q: 50 clusters Score -6.474297e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 16300 members 
Mstep: Class 3 contains 9290 members 
Mstep: Class 4 contains 3648 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 24062 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23908 members 
Mstep: Class 9 contains 4022 members 
Mstep: Class 10 contains 9340 members 
Mstep: Class 11 contains 5588 members 
Mstep: Class 12 contains 16917 members 
Mstep: Class 13 contains 2926 members 
Mstep: Class 14 contains 8457 members 
Mstep: Class 15 contains 9725 members 
Mstep: Class 16 contains 89857 members 
Mstep: Class 17 contains 3229 members 
Mstep: Class 18 contains 8474 members 
Mstep: Class 19 contains 26371 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6446 members 
Mstep: Class 23 contains 56752 members 
Mstep: Class 24 contains 2744 members 
Mstep: Class 25 contains 9746 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 49814 members 
Mstep: Class 28 contains 27864 members 
Mstep: Class 29 contains 15186 members 
Mstep: Class 30 contains 13162 members 
Mstep: Class 31 contains 10871 members 
Mstep: Class 32 contains 13054 members 
Mstep: Class 33 contains 13258 members 
Mstep: Class 34 contains 14935 members 
Mstep: Class 35 contains 10266 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30734 members 
Mstep: Class 39 contains 5166 members 
Mstep: Class 40 contains 12367 members 
Mstep: Class 41 contains 17522 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11345 members 
Mstep: Class 45 contains 2252 members 
Mstep: Class 46 contains 14595 members 
Mstep: Class 47 contains 19411 members 
Mstep: Class 48 contains 4337 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743044.000000 Penalty: 162617.703125
Iteration 116Q: 50 clusters Score -6.474304e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 16216 members 
Mstep: Class 3 contains 9294 members 
Mstep: Class 4 contains 3646 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 24057 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23906 members 
Mstep: Class 9 contains 4038 members 
Mstep: Class 10 contains 9362 members 
Mstep: Class 11 contains 5586 members 
Mstep: Class 12 contains 16913 members 
Mstep: Class 13 contains 2938 members 
Mstep: Class 14 contains 8457 members 
Mstep: Class 15 contains 9798 members 
Mstep: Class 16 contains 89857 members 
Mstep: Class 17 contains 3231 members 
Mstep: Class 18 contains 8477 members 
Mstep: Class 19 contains 26364 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6461 members 
Mstep: Class 23 contains 56736 members 
Mstep: Class 24 contains 2743 members 
Mstep: Class 25 contains 9761 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 49799 members 
Mstep: Class 28 contains 27842 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 13169 members 
Mstep: Class 31 contains 10870 members 
Mstep: Class 32 contains 13047 members 
Mstep: Class 33 contains 13297 members 
Mstep: Class 34 contains 14915 members 
Mstep: Class 35 contains 10273 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30704 members 
Mstep: Class 39 contains 5166 members 
Mstep: Class 40 contains 12371 members 
Mstep: Class 41 contains 17592 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11338 members 
Mstep: Class 45 contains 2251 members 
Mstep: Class 46 contains 14617 members 
Mstep: Class 47 contains 19417 members 
Mstep: Class 48 contains 4337 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743016.000000 Penalty: 162617.703125
Iteration 117Q: 50 clusters Score -6.474302e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 16135 members 
Mstep: Class 3 contains 9289 members 
Mstep: Class 4 contains 3647 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 24056 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23901 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 9386 members 
Mstep: Class 11 contains 5586 members 
Mstep: Class 12 contains 16911 members 
Mstep: Class 13 contains 2947 members 
Mstep: Class 14 contains 8456 members 
Mstep: Class 15 contains 9848 members 
Mstep: Class 16 contains 89858 members 
Mstep: Class 17 contains 3235 members 
Mstep: Class 18 contains 8476 members 
Mstep: Class 19 contains 26357 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6479 members 
Mstep: Class 23 contains 56728 members 
Mstep: Class 24 contains 2744 members 
Mstep: Class 25 contains 9778 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 49784 members 
Mstep: Class 28 contains 27835 members 
Mstep: Class 29 contains 14996 members 
Mstep: Class 30 contains 13184 members 
Mstep: Class 31 contains 10861 members 
Mstep: Class 32 contains 13051 members 
Mstep: Class 33 contains 13334 members 
Mstep: Class 34 contains 14902 members 
Mstep: Class 35 contains 10276 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30680 members 
Mstep: Class 39 contains 5168 members 
Mstep: Class 40 contains 12376 members 
Mstep: Class 41 contains 17651 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11337 members 
Mstep: Class 45 contains 2251 members 
Mstep: Class 46 contains 14632 members 
Mstep: Class 47 contains 19422 members 
Mstep: Class 48 contains 4337 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743028.000000 Penalty: 162617.703125
Iteration 118Q: 50 clusters Score -6.474303e+07 nChanged 574
Entering ConstructFrom: 
Score: -64743028.000000 Penalty: 162617.703125
Entering ConstructFrom: 
Trying to split cluster 1 (8933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Entering Unmasked Estep 
Score: -956486.250000 Penalty: 2256.181885
	Iteration 0F: 2 clusters Score -956486.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -949512.937500 Penalty: 4512.363770
	Iteration 0F: 3 clusters Score -949512.9 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -951543.500000 Penalty: 4512.363770
	Iteration 1F: 3 clusters Score -951543.5 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -952054.125000 Penalty: 4512.363770
	Iteration 2F: 3 clusters Score -952054.1 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -952675.875000 Penalty: 4512.363770
	Iteration 3F: 3 clusters Score -952675.9 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -953382.625000 Penalty: 4512.363770
	Iteration 4F: 3 clusters Score -953382.6 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -954153.625000 Penalty: 4512.363770
	Iteration 5F: 3 clusters Score -954153.6 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -954841.937500 Penalty: 4512.363770
	Iteration 6F: 3 clusters Score -954841.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -955344.687500 Penalty: 4512.363770
	Iteration 7F: 3 clusters Score -955344.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -955710.437500 Penalty: 4512.363770
	Iteration 8Q: 3 clusters Score -955710.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -955943.562500 Penalty: 4512.363770
	Iteration 9Q: 3 clusters Score -955943.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -956149.937500 Penalty: 4512.363770
	Iteration 10Q: 3 clusters Score -956149.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -956401.562500 Penalty: 4512.363770
	Iteration 11Q: 3 clusters Score -956401.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -956772.125000 Penalty: 4512.363770
	Iteration 12Q: 3 clusters Score -956772.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -957255.250000 Penalty: 4512.363770
	Iteration 13Q: 3 clusters Score -957255.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -957626.812500 Penalty: 4512.363770
	Iteration 14Q: 3 clusters Score -957626.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -957779.125000 Penalty: 4512.363770
	Iteration 15Q: 3 clusters Score -957779.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -957844.750000 Penalty: 4512.363770
	Iteration 16Q: 3 clusters Score -957844.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -957874.000000 Penalty: 4512.363770
	Iteration 17Q: 3 clusters Score -957874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -957887.250000 Penalty: 4512.363770
	Iteration 18Q: 3 clusters Score -957887.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -957890.562500 Penalty: 4512.363770
	Iteration 19Q: 3 clusters Score -957890.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -957892.375000 Penalty: 4512.363770
	Iteration 20F: 3 clusters Score -957892.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -957892.437500 Penalty: 4512.363770
	Iteration 21Q: 3 clusters Score -957892.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -957892.687500 Penalty: 4512.363770
	Iteration 22Q: 3 clusters Score -957892.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -957893.937500 Penalty: 4512.363770
	Iteration 23Q: 3 clusters Score -957893.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -957894.375000 Penalty: 4512.363770
	Iteration 24Q: 3 clusters Score -957894.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -957893.062500 Penalty: 4512.363770
	Iteration 25Q: 3 clusters Score -957893.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -957893.062500 Penalty: 4512.363770
	Iteration 26F: 3 clusters Score -957893.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 16074 members 
Mstep: Class 3 contains 9288 members 
Mstep: Class 4 contains 3647 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 24059 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 23897 members 
Mstep: Class 9 contains 4065 members 
Mstep: Class 10 contains 9395 members 
Mstep: Class 11 contains 5584 members 
Mstep: Class 12 contains 16912 members 
Mstep: Class 13 contains 2953 members 
Mstep: Class 14 contains 8455 members 
Mstep: Class 15 contains 9884 members 
Mstep: Class 16 contains 89859 members 
Mstep: Class 17 contains 3235 members 
Mstep: Class 18 contains 8477 members 
Mstep: Class 19 contains 26351 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6495 members 
Mstep: Class 23 contains 56713 members 
Mstep: Class 24 contains 2746 members 
Mstep: Class 25 contains 9796 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 49773 members 
Mstep: Class 28 contains 27827 members 
Mstep: Class 29 contains 14886 members 
Mstep: Class 30 contains 13197 members 
Mstep: Class 31 contains 10853 members 
Mstep: Class 32 contains 13053 members 
Mstep: Class 33 contains 13377 members 
Mstep: Class 34 contains 14886 members 
Mstep: Class 35 contains 10279 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30658 members 
Mstep: Class 39 contains 5169 members 
Mstep: Class 40 contains 12380 members 
Mstep: Class 41 contains 17731 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11336 members 
Mstep: Class 45 contains 2251 members 
Mstep: Class 46 contains 14641 members 
Mstep: Class 47 contains 19430 members 
Mstep: Class 48 contains 4333 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5919 members 
Entering Unmasked Estep 
Score: -64743348.000000 Penalty: 165936.437500
Splitting cluster 1 changes total score from -64743028.000000 to -64743348.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 2 (16074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Entering Unmasked Estep 
Score: -1363733.750000 Penalty: 2401.869629
	Iteration 0F: 2 clusters Score -1363734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1352160.500000 Penalty: 4803.739258
	Iteration 0F: 3 clusters Score -1352160 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1356479.250000 Penalty: 4803.739258
	Iteration 1F: 3 clusters Score -1356479 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1357396.875000 Penalty: 4803.739258
	Iteration 2F: 3 clusters Score -1357397 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1358265.125000 Penalty: 4803.739258
	Iteration 3F: 3 clusters Score -1358265 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1358990.250000 Penalty: 4803.739258
	Iteration 4F: 3 clusters Score -1358990 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1359541.375000 Penalty: 4803.739258
	Iteration 5F: 3 clusters Score -1359541 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1359923.000000 Penalty: 4803.739258
	Iteration 6Q: 3 clusters Score -1359923 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1360203.125000 Penalty: 4803.739258
	Iteration 7Q: 3 clusters Score -1360203 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1360390.000000 Penalty: 4803.739258
	Iteration 8Q: 3 clusters Score -1360390 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1360528.250000 Penalty: 4803.739258
	Iteration 9Q: 3 clusters Score -1360528 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1360628.500000 Penalty: 4803.739258
	Iteration 10Q: 3 clusters Score -1360628 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1360693.250000 Penalty: 4803.739258
	Iteration 11Q: 3 clusters Score -1360693 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1360761.625000 Penalty: 4803.739258
	Iteration 12Q: 3 clusters Score -1360762 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1360814.375000 Penalty: 4803.739258
	Iteration 13Q: 3 clusters Score -1360814 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1360851.375000 Penalty: 4803.739258
	Iteration 14Q: 3 clusters Score -1360851 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1360882.750000 Penalty: 4803.739258
	Iteration 15Q: 3 clusters Score -1360883 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1360908.250000 Penalty: 4803.739258
	Iteration 16Q: 3 clusters Score -1360908 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1360926.250000 Penalty: 4803.739258
	Iteration 17Q: 3 clusters Score -1360926 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1360949.375000 Penalty: 4803.739258
	Iteration 18Q: 3 clusters Score -1360949 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1360962.625000 Penalty: 4803.739258
	Iteration 19Q: 3 clusters Score -1360963 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1360970.250000 Penalty: 4803.739258
	Iteration 20F: 3 clusters Score -1360970 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1360985.750000 Penalty: 4803.739258
	Iteration 21Q: 3 clusters Score -1360986 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1361001.875000 Penalty: 4803.739258
	Iteration 22Q: 3 clusters Score -1361002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1361008.625000 Penalty: 4803.739258
	Iteration 23Q: 3 clusters Score -1361009 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1361012.125000 Penalty: 4803.739258
	Iteration 24Q: 3 clusters Score -1361012 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1361021.625000 Penalty: 4803.739258
	Iteration 25Q: 3 clusters Score -1361022 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1361028.625000 Penalty: 4803.739258
	Iteration 26Q: 3 clusters Score -1361029 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1361038.875000 Penalty: 4803.739258
	Iteration 27Q: 3 clusters Score -1361039 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1361043.125000 Penalty: 4803.739258
	Iteration 28Q: 3 clusters Score -1361043 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1361052.125000 Penalty: 4803.739258
	Iteration 29Q: 3 clusters Score -1361052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1361055.625000 Penalty: 4803.739258
	Iteration 30Q: 3 clusters Score -1361056 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1361062.125000 Penalty: 4803.739258
	Iteration 31Q: 3 clusters Score -1361062 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1361070.000000 Penalty: 4803.739258
	Iteration 32Q: 3 clusters Score -1361070 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1361078.500000 Penalty: 4803.739258
	Iteration 33Q: 3 clusters Score -1361078 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1361090.500000 Penalty: 4803.739258
	Iteration 34Q: 3 clusters Score -1361090 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1361100.125000 Penalty: 4803.739258
	Iteration 35Q: 3 clusters Score -1361100 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1361108.375000 Penalty: 4803.739258
	Iteration 36Q: 3 clusters Score -1361108 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1361104.000000 Penalty: 4803.739258
	Iteration 37Q: 3 clusters Score -1361104 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1361114.375000 Penalty: 4803.739258
	Iteration 38Q: 3 clusters Score -1361114 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1361125.125000 Penalty: 4803.739258
	Iteration 39Q: 3 clusters Score -1361125 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1361131.375000 Penalty: 4803.739258
	Iteration 40F: 3 clusters Score -1361131 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1361147.375000 Penalty: 4803.739258
	Iteration 41Q: 3 clusters Score -1361147 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1361155.500000 Penalty: 4803.739258
	Iteration 42Q: 3 clusters Score -1361156 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1361166.125000 Penalty: 4803.739258
	Iteration 43Q: 3 clusters Score -1361166 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1361172.750000 Penalty: 4803.739258
	Iteration 44Q: 3 clusters Score -1361173 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1361182.500000 Penalty: 4803.739258
	Iteration 45Q: 3 clusters Score -1361182 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1361191.000000 Penalty: 4803.739258
	Iteration 46Q: 3 clusters Score -1361191 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1361200.000000 Penalty: 4803.739258
	Iteration 47Q: 3 clusters Score -1361200 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1361204.125000 Penalty: 4803.739258
	Iteration 48Q: 3 clusters Score -1361204 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1361209.875000 Penalty: 4803.739258
	Iteration 49Q: 3 clusters Score -1361210 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1361217.250000 Penalty: 4803.739258
	Iteration 50Q: 3 clusters Score -1361217 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1361222.000000 Penalty: 4803.739258
	Iteration 51Q: 3 clusters Score -1361222 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1361224.875000 Penalty: 4803.739258
	Iteration 52Q: 3 clusters Score -1361225 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1361228.125000 Penalty: 4803.739258
	Iteration 53Q: 3 clusters Score -1361228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1361234.750000 Penalty: 4803.739258
	Iteration 54Q: 3 clusters Score -1361235 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1361239.125000 Penalty: 4803.739258
	Iteration 55Q: 3 clusters Score -1361239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1361240.125000 Penalty: 4803.739258
	Iteration 56Q: 3 clusters Score -1361240 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1361240.500000 Penalty: 4803.739258
	Iteration 57Q: 3 clusters Score -1361240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1361245.000000 Penalty: 4803.739258
	Iteration 58Q: 3 clusters Score -1361245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1361250.000000 Penalty: 4803.739258
	Iteration 59Q: 3 clusters Score -1361250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1361248.750000 Penalty: 4803.739258
	Iteration 60F: 3 clusters Score -1361249 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1361257.625000 Penalty: 4803.739258
	Iteration 61Q: 3 clusters Score -1361258 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1361262.000000 Penalty: 4803.739258
	Iteration 62Q: 3 clusters Score -1361262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1361260.750000 Penalty: 4803.739258
	Iteration 63Q: 3 clusters Score -1361261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1361264.500000 Penalty: 4803.739258
	Iteration 64Q: 3 clusters Score -1361264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1361264.875000 Penalty: 4803.739258
	Iteration 65Q: 3 clusters Score -1361265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1361268.750000 Penalty: 4803.739258
	Iteration 66Q: 3 clusters Score -1361269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1361271.000000 Penalty: 4803.739258
	Iteration 67Q: 3 clusters Score -1361271 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1361273.750000 Penalty: 4803.739258
	Iteration 68Q: 3 clusters Score -1361274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1361276.375000 Penalty: 4803.739258
	Iteration 69Q: 3 clusters Score -1361276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1361276.375000 Penalty: 4803.739258
	Iteration 70Q: 3 clusters Score -1361276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1361279.250000 Penalty: 4803.739258
	Iteration 71Q: 3 clusters Score -1361279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1361281.000000 Penalty: 4803.739258
	Iteration 72Q: 3 clusters Score -1361281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1361281.000000 Penalty: 4803.739258
	Iteration 73F: 3 clusters Score -1361281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Entering Unmasked Estep 
Score: -921124.250000 Penalty: 2265.846680
	Iteration 0F: 2 clusters Score -921124.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -913847.125000 Penalty: 4531.693359
	Iteration 0F: 3 clusters Score -913847.1 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -916138.500000 Penalty: 4531.693359
	Iteration 1F: 3 clusters Score -916138.5 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -916714.875000 Penalty: 4531.693359
	Iteration 2F: 3 clusters Score -916714.9 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -917232.937500 Penalty: 4531.693359
	Iteration 3F: 3 clusters Score -917232.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -917707.375000 Penalty: 4531.693359
	Iteration 4F: 3 clusters Score -917707.4 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -918162.437500 Penalty: 4531.693359
	Iteration 5F: 3 clusters Score -918162.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -918527.500000 Penalty: 4531.693359
	Iteration 6F: 3 clusters Score -918527.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -918808.937500 Penalty: 4531.693359
	Iteration 7Q: 3 clusters Score -918808.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -918996.562500 Penalty: 4531.693359
	Iteration 8Q: 3 clusters Score -918996.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -919134.687500 Penalty: 4531.693359
	Iteration 9Q: 3 clusters Score -919134.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -919219.750000 Penalty: 4531.693359
	Iteration 10Q: 3 clusters Score -919219.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -919286.937500 Penalty: 4531.693359
	Iteration 11Q: 3 clusters Score -919286.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -919330.375000 Penalty: 4531.693359
	Iteration 12Q: 3 clusters Score -919330.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -919369.062500 Penalty: 4531.693359
	Iteration 13Q: 3 clusters Score -919369.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -919404.812500 Penalty: 4531.693359
	Iteration 14Q: 3 clusters Score -919404.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -919453.187500 Penalty: 4531.693359
	Iteration 15Q: 3 clusters Score -919453.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -919520.937500 Penalty: 4531.693359
	Iteration 16Q: 3 clusters Score -919520.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -919592.750000 Penalty: 4531.693359
	Iteration 17Q: 3 clusters Score -919592.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -919660.500000 Penalty: 4531.693359
	Iteration 18Q: 3 clusters Score -919660.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -919726.875000 Penalty: 4531.693359
	Iteration 19Q: 3 clusters Score -919726.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -919778.875000 Penalty: 4531.693359
	Iteration 20F: 3 clusters Score -919778.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -919816.812500 Penalty: 4531.693359
	Iteration 21Q: 3 clusters Score -919816.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -919847.812500 Penalty: 4531.693359
	Iteration 22Q: 3 clusters Score -919847.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -919875.812500 Penalty: 4531.693359
	Iteration 23Q: 3 clusters Score -919875.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -919900.875000 Penalty: 4531.693359
	Iteration 24Q: 3 clusters Score -919900.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -919928.125000 Penalty: 4531.693359
	Iteration 25Q: 3 clusters Score -919928.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -919946.812500 Penalty: 4531.693359
	Iteration 26Q: 3 clusters Score -919946.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -919963.562500 Penalty: 4531.693359
	Iteration 27Q: 3 clusters Score -919963.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -919970.875000 Penalty: 4531.693359
	Iteration 28Q: 3 clusters Score -919970.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -919980.250000 Penalty: 4531.693359
	Iteration 29Q: 3 clusters Score -919980.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -919989.062500 Penalty: 4531.693359
	Iteration 30Q: 3 clusters Score -919989.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -919996.625000 Penalty: 4531.693359
	Iteration 31Q: 3 clusters Score -919996.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -920005.375000 Penalty: 4531.693359
	Iteration 32Q: 3 clusters Score -920005.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -920008.312500 Penalty: 4531.693359
	Iteration 33Q: 3 clusters Score -920008.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -920013.437500 Penalty: 4531.693359
	Iteration 34Q: 3 clusters Score -920013.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -920021.750000 Penalty: 4531.693359
	Iteration 35Q: 3 clusters Score -920021.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -920027.812500 Penalty: 4531.693359
	Iteration 36Q: 3 clusters Score -920027.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -920037.375000 Penalty: 4531.693359
	Iteration 37Q: 3 clusters Score -920037.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -920042.375000 Penalty: 4531.693359
	Iteration 38Q: 3 clusters Score -920042.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -920044.500000 Penalty: 4531.693359
	Iteration 39Q: 3 clusters Score -920044.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -920049.562500 Penalty: 4531.693359
	Iteration 40F: 3 clusters Score -920049.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -920057.500000 Penalty: 4531.693359
	Iteration 41Q: 3 clusters Score -920057.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -920061.375000 Penalty: 4531.693359
	Iteration 42Q: 3 clusters Score -920061.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -920067.437500 Penalty: 4531.693359
	Iteration 43Q: 3 clusters Score -920067.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -920068.437500 Penalty: 4531.693359
	Iteration 44Q: 3 clusters Score -920068.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -920069.875000 Penalty: 4531.693359
	Iteration 45Q: 3 clusters Score -920069.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -920072.750000 Penalty: 4531.693359
	Iteration 46Q: 3 clusters Score -920072.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -920076.375000 Penalty: 4531.693359
	Iteration 47Q: 3 clusters Score -920076.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -920080.687500 Penalty: 4531.693359
	Iteration 48Q: 3 clusters Score -920080.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -920080.312500 Penalty: 4531.693359
	Iteration 49Q: 3 clusters Score -920080.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -920082.312500 Penalty: 4531.693359
	Iteration 50Q: 3 clusters Score -920082.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -920085.312500 Penalty: 4531.693359
	Iteration 51Q: 3 clusters Score -920085.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -920084.750000 Penalty: 4531.693359
	Iteration 52Q: 3 clusters Score -920084.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -920085.937500 Penalty: 4531.693359
	Iteration 53Q: 3 clusters Score -920085.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -920088.000000 Penalty: 4531.693359
	Iteration 54Q: 3 clusters Score -920088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -920088.000000 Penalty: 4531.693359
	Iteration 55F: 3 clusters Score -920088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Entering Unmasked Estep 
Score: -360551.843750 Penalty: 2034.011719
	Iteration 0F: 2 clusters Score -360551.8 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 1822 members 
Entering Unmasked Estep 
Score: -356857.968750 Penalty: 4068.023438
	Iteration 0F: 3 clusters Score -356858 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -357679.562500 Penalty: 4068.023438
	Iteration 1F: 3 clusters Score -357679.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -357921.593750 Penalty: 4068.023438
	Iteration 2F: 3 clusters Score -357921.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -358078.781250 Penalty: 4068.023438
	Iteration 3F: 3 clusters Score -358078.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -358223.125000 Penalty: 4068.023438
	Iteration 4Q: 3 clusters Score -358223.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -358364.406250 Penalty: 4068.023438
	Iteration 5Q: 3 clusters Score -358364.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -358508.437500 Penalty: 4068.023438
	Iteration 6Q: 3 clusters Score -358508.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -358666.843750 Penalty: 4068.023438
	Iteration 7Q: 3 clusters Score -358666.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -358806.250000 Penalty: 4068.023438
	Iteration 8Q: 3 clusters Score -358806.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -358953.593750 Penalty: 4068.023438
	Iteration 9Q: 3 clusters Score -358953.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -359102.718750 Penalty: 4068.023438
	Iteration 10Q: 3 clusters Score -359102.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -359264.343750 Penalty: 4068.023438
	Iteration 11Q: 3 clusters Score -359264.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -359437.187500 Penalty: 4068.023438
	Iteration 12Q: 3 clusters Score -359437.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -359605.687500 Penalty: 4068.023438
	Iteration 13Q: 3 clusters Score -359605.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -359758.593750 Penalty: 4068.023438
	Iteration 14Q: 3 clusters Score -359758.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -359889.562500 Penalty: 4068.023438
	Iteration 15Q: 3 clusters Score -359889.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -359990.968750 Penalty: 4068.023438
	Iteration 16Q: 3 clusters Score -359991 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -360068.000000 Penalty: 4068.023438
	Iteration 17Q: 3 clusters Score -360068 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -360132.718750 Penalty: 4068.023438
	Iteration 18Q: 3 clusters Score -360132.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -360169.781250 Penalty: 4068.023438
	Iteration 19Q: 3 clusters Score -360169.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -360195.218750 Penalty: 4068.023438
	Iteration 20F: 3 clusters Score -360195.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -360205.031250 Penalty: 4068.023438
	Iteration 21Q: 3 clusters Score -360205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -360212.906250 Penalty: 4068.023438
	Iteration 22Q: 3 clusters Score -360212.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -360222.468750 Penalty: 4068.023438
	Iteration 23Q: 3 clusters Score -360222.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -360228.250000 Penalty: 4068.023438
	Iteration 24Q: 3 clusters Score -360228.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -360234.781250 Penalty: 4068.023438
	Iteration 25Q: 3 clusters Score -360234.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -360238.843750 Penalty: 4068.023438
	Iteration 26Q: 3 clusters Score -360238.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -360241.125000 Penalty: 4068.023438
	Iteration 27Q: 3 clusters Score -360241.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -360241.656250 Penalty: 4068.023438
	Iteration 28Q: 3 clusters Score -360241.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -360241.656250 Penalty: 4068.023438
	Iteration 29F: 3 clusters Score -360241.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Entering Unmasked Estep 
Score: -1028073.937500 Penalty: 2274.350342
	Iteration 0F: 2 clusters Score -1028074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1020704.500000 Penalty: 4548.700684
	Iteration 0F: 3 clusters Score -1020704 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1023020.062500 Penalty: 4548.700684
	Iteration 1F: 3 clusters Score -1023020 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1023581.250000 Penalty: 4548.700684
	Iteration 2F: 3 clusters Score -1023581 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1024099.812500 Penalty: 4548.700684
	Iteration 3F: 3 clusters Score -1024100 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1024538.687500 Penalty: 4548.700684
	Iteration 4F: 3 clusters Score -1024539 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1024947.437500 Penalty: 4548.700684
	Iteration 5F: 3 clusters Score -1024947 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1025317.125000 Penalty: 4548.700684
	Iteration 6F: 3 clusters Score -1025317 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1025613.375000 Penalty: 4548.700684
	Iteration 7Q: 3 clusters Score -1025613 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1025860.187500 Penalty: 4548.700684
	Iteration 8Q: 3 clusters Score -1025860 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1026050.937500 Penalty: 4548.700684
	Iteration 9Q: 3 clusters Score -1026051 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1026172.937500 Penalty: 4548.700684
	Iteration 10Q: 3 clusters Score -1026173 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1026262.750000 Penalty: 4548.700684
	Iteration 11Q: 3 clusters Score -1026263 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1026343.187500 Penalty: 4548.700684
	Iteration 12Q: 3 clusters Score -1026343 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1026426.000000 Penalty: 4548.700684
	Iteration 13Q: 3 clusters Score -1026426 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1026503.687500 Penalty: 4548.700684
	Iteration 14Q: 3 clusters Score -1026504 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1026578.375000 Penalty: 4548.700684
	Iteration 15Q: 3 clusters Score -1026578 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1026621.375000 Penalty: 4548.700684
	Iteration 16Q: 3 clusters Score -1026621 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1026642.625000 Penalty: 4548.700684
	Iteration 17Q: 3 clusters Score -1026643 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1026659.625000 Penalty: 4548.700684
	Iteration 18Q: 3 clusters Score -1026660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1026666.187500 Penalty: 4548.700684
	Iteration 19Q: 3 clusters Score -1026666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1026675.625000 Penalty: 4548.700684
	Iteration 20F: 3 clusters Score -1026676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1026679.000000 Penalty: 4548.700684
	Iteration 21Q: 3 clusters Score -1026679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1026681.125000 Penalty: 4548.700684
	Iteration 22Q: 3 clusters Score -1026681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1026682.562500 Penalty: 4548.700684
	Iteration 23Q: 3 clusters Score -1026683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1026684.625000 Penalty: 4548.700684
	Iteration 24Q: 3 clusters Score -1026685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1026685.250000 Penalty: 4548.700684
	Iteration 25Q: 3 clusters Score -1026685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1026685.500000 Penalty: 4548.700684
	Iteration 26Q: 3 clusters Score -1026686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1026687.000000 Penalty: 4548.700684
	Iteration 27Q: 3 clusters Score -1026687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1026687.875000 Penalty: 4548.700684
	Iteration 28Q: 3 clusters Score -1026688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1026688.625000 Penalty: 4548.700684
	Iteration 29Q: 3 clusters Score -1026689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1026688.875000 Penalty: 4548.700684
	Iteration 30Q: 3 clusters Score -1026689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1026688.875000 Penalty: 4548.700684
	Iteration 31F: 3 clusters Score -1026689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Entering Unmasked Estep 
Score: -2618968.250000 Penalty: 2501.889648
	Iteration 0F: 2 clusters Score -2618968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2602244.250000 Penalty: 5003.779297
	Iteration 0F: 3 clusters Score -2602244 nChanged 10712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2608255.250000 Penalty: 5003.779297
	Iteration 1F: 3 clusters Score -2608255 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2608883.000000 Penalty: 5003.779297
	Iteration 2F: 3 clusters Score -2608883 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2609506.750000 Penalty: 5003.779297
	Iteration 3F: 3 clusters Score -2609507 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2610112.000000 Penalty: 5003.779297
	Iteration 4F: 3 clusters Score -2610112 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2610678.000000 Penalty: 5003.779297
	Iteration 5F: 3 clusters Score -2610678 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -2611294.000000 Penalty: 5003.779297
	Iteration 6F: 3 clusters Score -2611294 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -2612046.250000 Penalty: 5003.779297
	Iteration 7F: 3 clusters Score -2612046 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2612948.000000 Penalty: 5003.779297
	Iteration 8F: 3 clusters Score -2612948 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2613828.500000 Penalty: 5003.779297
	Iteration 9F: 3 clusters Score -2613828 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2614612.250000 Penalty: 5003.779297
	Iteration 10F: 3 clusters Score -2614612 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2615266.750000 Penalty: 5003.779297
	Iteration 11Q: 3 clusters Score -2615267 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2615809.250000 Penalty: 5003.779297
	Iteration 12Q: 3 clusters Score -2615809 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2616245.250000 Penalty: 5003.779297
	Iteration 13Q: 3 clusters Score -2616245 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2616591.000000 Penalty: 5003.779297
	Iteration 14Q: 3 clusters Score -2616591 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2616823.250000 Penalty: 5003.779297
	Iteration 15Q: 3 clusters Score -2616823 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2616987.000000 Penalty: 5003.779297
	Iteration 16Q: 3 clusters Score -2616987 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -2617062.250000 Penalty: 5003.779297
	Iteration 17Q: 3 clusters Score -2617062 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2617095.750000 Penalty: 5003.779297
	Iteration 18Q: 3 clusters Score -2617096 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2617125.000000 Penalty: 5003.779297
	Iteration 19Q: 3 clusters Score -2617125 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2617148.500000 Penalty: 5003.779297
	Iteration 20F: 3 clusters Score -2617148 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2617169.750000 Penalty: 5003.779297
	Iteration 21Q: 3 clusters Score -2617170 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2617184.000000 Penalty: 5003.779297
	Iteration 22Q: 3 clusters Score -2617184 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2617183.750000 Penalty: 5003.779297
	Iteration 23Q: 3 clusters Score -2617184 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2617194.250000 Penalty: 5003.779297
	Iteration 24Q: 3 clusters Score -2617194 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2617200.750000 Penalty: 5003.779297
	Iteration 25Q: 3 clusters Score -2617201 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -2617203.500000 Penalty: 5003.779297
	Iteration 26Q: 3 clusters Score -2617204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2617207.000000 Penalty: 5003.779297
	Iteration 27Q: 3 clusters Score -2617207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2617204.750000 Penalty: 5003.779297
	Iteration 28Q: 3 clusters Score -2617205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -2617206.500000 Penalty: 5003.779297
	Iteration 29Q: 3 clusters Score -2617206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -2617206.000000 Penalty: 5003.779297
	Iteration 30Q: 3 clusters Score -2617206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -2617205.500000 Penalty: 5003.779297
	Iteration 31Q: 3 clusters Score -2617206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2617203.250000 Penalty: 5003.779297
	Iteration 32Q: 3 clusters Score -2617203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2617204.250000 Penalty: 5003.779297
	Iteration 33Q: 3 clusters Score -2617204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -2617208.250000 Penalty: 5003.779297
	Iteration 34Q: 3 clusters Score -2617208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2617207.000000 Penalty: 5003.779297
	Iteration 35Q: 3 clusters Score -2617207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2617209.250000 Penalty: 5003.779297
	Iteration 36Q: 3 clusters Score -2617209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2617213.000000 Penalty: 5003.779297
	Iteration 37Q: 3 clusters Score -2617213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -2617209.000000 Penalty: 5003.779297
	Iteration 38Q: 3 clusters Score -2617209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2617209.500000 Penalty: 5003.779297
	Iteration 39Q: 3 clusters Score -2617210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2617210.000000 Penalty: 5003.779297
	Iteration 40F: 3 clusters Score -2617210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -2617209.250000 Penalty: 5003.779297
	Iteration 41Q: 3 clusters Score -2617209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2617210.500000 Penalty: 5003.779297
	Iteration 42Q: 3 clusters Score -2617210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -2617213.500000 Penalty: 5003.779297
	Iteration 43Q: 3 clusters Score -2617214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -2617209.750000 Penalty: 5003.779297
	Iteration 44Q: 3 clusters Score -2617210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -2617209.750000 Penalty: 5003.779297
	Iteration 45F: 3 clusters Score -2617210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -109773.000000 Penalty: 1711.630859
	Iteration 0F: 2 clusters Score -109773 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 504 members 
Entering Unmasked Estep 
Score: -107822.476562 Penalty: 3423.261719
	Iteration 0F: 3 clusters Score -107822.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -108047.406250 Penalty: 3423.261719
	Iteration 1F: 3 clusters Score -108047.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -108123.093750 Penalty: 3423.261719
	Iteration 2F: 3 clusters Score -108123.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -108180.507812 Penalty: 3423.261719
	Iteration 3Q: 3 clusters Score -108180.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -108205.304688 Penalty: 3423.261719
	Iteration 4Q: 3 clusters Score -108205.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -108215.914062 Penalty: 3423.261719
	Iteration 5Q: 3 clusters Score -108215.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -108223.031250 Penalty: 3423.261719
	Iteration 6Q: 3 clusters Score -108223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -108234.312500 Penalty: 3423.261719
	Iteration 7Q: 3 clusters Score -108234.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -108240.187500 Penalty: 3423.261719
	Iteration 8Q: 3 clusters Score -108240.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -108244.015625 Penalty: 3423.261719
	Iteration 9Q: 3 clusters Score -108244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -108249.000000 Penalty: 3423.261719
	Iteration 10Q: 3 clusters Score -108249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -108252.578125 Penalty: 3423.261719
	Iteration 11Q: 3 clusters Score -108252.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -108253.312500 Penalty: 3423.261719
	Iteration 12Q: 3 clusters Score -108253.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -108253.312500 Penalty: 3423.261719
	Iteration 13F: 3 clusters Score -108253.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Entering Unmasked Estep 
Score: -2615803.000000 Penalty: 2500.214111
	Iteration 0F: 2 clusters Score -2615803 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 11947 members 
Entering Unmasked Estep 
Score: -2599181.000000 Penalty: 5000.428223
	Iteration 0F: 3 clusters Score -2599181 nChanged 10532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2604726.500000 Penalty: 5000.428223
	Iteration 1F: 3 clusters Score -2604726 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2605132.000000 Penalty: 5000.428223
	Iteration 2Q: 3 clusters Score -2605132 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2605542.000000 Penalty: 5000.428223
	Iteration 3Q: 3 clusters Score -2605542 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2605918.500000 Penalty: 5000.428223
	Iteration 4Q: 3 clusters Score -2605918 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2606374.000000 Penalty: 5000.428223
	Iteration 5Q: 3 clusters Score -2606374 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2606863.000000 Penalty: 5000.428223
	Iteration 6Q: 3 clusters Score -2606863 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2607402.500000 Penalty: 5000.428223
	Iteration 7Q: 3 clusters Score -2607402 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2608021.750000 Penalty: 5000.428223
	Iteration 8Q: 3 clusters Score -2608022 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2608891.000000 Penalty: 5000.428223
	Iteration 9F: 3 clusters Score -2608891 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2610298.000000 Penalty: 5000.428223
	Iteration 10F: 3 clusters Score -2610298 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2612842.750000 Penalty: 5000.428223
	Iteration 11F: 3 clusters Score -2612843 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2616711.250000 Penalty: 5000.428223
	Iteration 12F: 3 clusters Score -2616711 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2620489.500000 Penalty: 5000.428223
	Iteration 13F: 3 clusters Score -2620490 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2622578.250000 Penalty: 5000.428223
	Iteration 14Q: 3 clusters Score -2622578 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2622924.250000 Penalty: 5000.428223
	Iteration 15Q: 3 clusters Score -2622924 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2622981.000000 Penalty: 5000.428223
	Iteration 16Q: 3 clusters Score -2622981 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2623012.750000 Penalty: 5000.428223
	Iteration 17Q: 3 clusters Score -2623013 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2623037.250000 Penalty: 5000.428223
	Iteration 18Q: 3 clusters Score -2623037 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2623067.000000 Penalty: 5000.428223
	Iteration 19Q: 3 clusters Score -2623067 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2623079.000000 Penalty: 5000.428223
	Iteration 20F: 3 clusters Score -2623079 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2623091.000000 Penalty: 5000.428223
	Iteration 21Q: 3 clusters Score -2623091 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2623111.750000 Penalty: 5000.428223
	Iteration 22Q: 3 clusters Score -2623112 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2623125.000000 Penalty: 5000.428223
	Iteration 23Q: 3 clusters Score -2623125 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2623121.750000 Penalty: 5000.428223
	Iteration 24Q: 3 clusters Score -2623122 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2623143.000000 Penalty: 5000.428223
	Iteration 25Q: 3 clusters Score -2623143 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2623162.500000 Penalty: 5000.428223
	Iteration 26Q: 3 clusters Score -2623162 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2623162.000000 Penalty: 5000.428223
	Iteration 27Q: 3 clusters Score -2623162 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2623174.000000 Penalty: 5000.428223
	Iteration 28Q: 3 clusters Score -2623174 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2623193.500000 Penalty: 5000.428223
	Iteration 29Q: 3 clusters Score -2623194 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2623197.250000 Penalty: 5000.428223
	Iteration 30Q: 3 clusters Score -2623197 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2623212.250000 Penalty: 5000.428223
	Iteration 31Q: 3 clusters Score -2623212 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2623223.750000 Penalty: 5000.428223
	Iteration 32Q: 3 clusters Score -2623224 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2623238.750000 Penalty: 5000.428223
	Iteration 33Q: 3 clusters Score -2623239 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2623276.250000 Penalty: 5000.428223
	Iteration 34Q: 3 clusters Score -2623276 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2623290.500000 Penalty: 5000.428223
	Iteration 35Q: 3 clusters Score -2623290 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2623297.250000 Penalty: 5000.428223
	Iteration 36Q: 3 clusters Score -2623297 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2623305.500000 Penalty: 5000.428223
	Iteration 37Q: 3 clusters Score -2623306 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2623312.250000 Penalty: 5000.428223
	Iteration 38Q: 3 clusters Score -2623312 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2623313.000000 Penalty: 5000.428223
	Iteration 39Q: 3 clusters Score -2623313 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2623313.500000 Penalty: 5000.428223
	Iteration 40F: 3 clusters Score -2623314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2623318.500000 Penalty: 5000.428223
	Iteration 41Q: 3 clusters Score -2623318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2623322.500000 Penalty: 5000.428223
	Iteration 42Q: 3 clusters Score -2623322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2623330.500000 Penalty: 5000.428223
	Iteration 43Q: 3 clusters Score -2623330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2623328.250000 Penalty: 5000.428223
	Iteration 44Q: 3 clusters Score -2623328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2623332.500000 Penalty: 5000.428223
	Iteration 45Q: 3 clusters Score -2623332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2623330.000000 Penalty: 5000.428223
	Iteration 46Q: 3 clusters Score -2623330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2623334.750000 Penalty: 5000.428223
	Iteration 47Q: 3 clusters Score -2623335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2623333.750000 Penalty: 5000.428223
	Iteration 48Q: 3 clusters Score -2623334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -2623331.000000 Penalty: 5000.428223
	Iteration 49Q: 3 clusters Score -2623331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2623331.750000 Penalty: 5000.428223
	Iteration 50Q: 3 clusters Score -2623332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2623335.750000 Penalty: 5000.428223
	Iteration 51Q: 3 clusters Score -2623336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2623336.500000 Penalty: 5000.428223
	Iteration 52Q: 3 clusters Score -2623336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2623339.500000 Penalty: 5000.428223
	Iteration 53Q: 3 clusters Score -2623340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2623337.000000 Penalty: 5000.428223
	Iteration 54Q: 3 clusters Score -2623337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2623335.250000 Penalty: 5000.428223
	Iteration 55Q: 3 clusters Score -2623335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2623340.500000 Penalty: 5000.428223
	Iteration 56Q: 3 clusters Score -2623340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2623340.250000 Penalty: 5000.428223
	Iteration 57Q: 3 clusters Score -2623340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -2623339.250000 Penalty: 5000.428223
	Iteration 58Q: 3 clusters Score -2623339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -2623339.250000 Penalty: 5000.428223
	Iteration 59F: 3 clusters Score -2623339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 16074 members 
Mstep: Class 3 contains 9288 members 
Mstep: Class 4 contains 3647 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 24059 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 13382 members 
Mstep: Class 9 contains 4065 members 
Mstep: Class 10 contains 9395 members 
Mstep: Class 11 contains 5584 members 
Mstep: Class 12 contains 16912 members 
Mstep: Class 13 contains 2953 members 
Mstep: Class 14 contains 8455 members 
Mstep: Class 15 contains 9884 members 
Mstep: Class 16 contains 89859 members 
Mstep: Class 17 contains 3235 members 
Mstep: Class 18 contains 8477 members 
Mstep: Class 19 contains 26351 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6495 members 
Mstep: Class 23 contains 56713 members 
Mstep: Class 24 contains 2746 members 
Mstep: Class 25 contains 9796 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 49773 members 
Mstep: Class 28 contains 27827 members 
Mstep: Class 29 contains 14886 members 
Mstep: Class 30 contains 13197 members 
Mstep: Class 31 contains 10853 members 
Mstep: Class 32 contains 13053 members 
Mstep: Class 33 contains 13377 members 
Mstep: Class 34 contains 14886 members 
Mstep: Class 35 contains 10279 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30658 members 
Mstep: Class 39 contains 5169 members 
Mstep: Class 40 contains 12380 members 
Mstep: Class 41 contains 17731 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11336 members 
Mstep: Class 45 contains 2251 members 
Mstep: Class 46 contains 14641 members 
Mstep: Class 47 contains 19430 members 
Mstep: Class 48 contains 4333 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5919 members 
Mstep: Class 51 contains 10515 members 
Entering Unmasked Estep 
Score: -64750068.000000 Penalty: 169255.156250
Splitting cluster 8 changes total score from -64743028.000000 to -64750068.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 9 (4065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Entering Unmasked Estep 
Score: -438047.437500 Penalty: 2060.921875
	Iteration 0F: 2 clusters Score -438047.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -434117.250000 Penalty: 4121.843750
	Iteration 0F: 3 clusters Score -434117.2 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -434969.062500 Penalty: 4121.843750
	Iteration 1F: 3 clusters Score -434969.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -435171.406250 Penalty: 4121.843750
	Iteration 2F: 3 clusters Score -435171.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -435293.250000 Penalty: 4121.843750
	Iteration 3F: 3 clusters Score -435293.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -435370.906250 Penalty: 4121.843750
	Iteration 4Q: 3 clusters Score -435370.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -435433.468750 Penalty: 4121.843750
	Iteration 5Q: 3 clusters Score -435433.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -435486.000000 Penalty: 4121.843750
	Iteration 6Q: 3 clusters Score -435486 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -435523.093750 Penalty: 4121.843750
	Iteration 7Q: 3 clusters Score -435523.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -435561.500000 Penalty: 4121.843750
	Iteration 8Q: 3 clusters Score -435561.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -435590.750000 Penalty: 4121.843750
	Iteration 9Q: 3 clusters Score -435590.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -435611.625000 Penalty: 4121.843750
	Iteration 10Q: 3 clusters Score -435611.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -435634.875000 Penalty: 4121.843750
	Iteration 11Q: 3 clusters Score -435634.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -435648.687500 Penalty: 4121.843750
	Iteration 12Q: 3 clusters Score -435648.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -435664.812500 Penalty: 4121.843750
	Iteration 13Q: 3 clusters Score -435664.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -435687.968750 Penalty: 4121.843750
	Iteration 14Q: 3 clusters Score -435688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -435710.343750 Penalty: 4121.843750
	Iteration 15Q: 3 clusters Score -435710.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -435725.281250 Penalty: 4121.843750
	Iteration 16Q: 3 clusters Score -435725.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -435737.250000 Penalty: 4121.843750
	Iteration 17Q: 3 clusters Score -435737.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -435748.125000 Penalty: 4121.843750
	Iteration 18Q: 3 clusters Score -435748.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -435760.531250 Penalty: 4121.843750
	Iteration 19Q: 3 clusters Score -435760.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -435769.218750 Penalty: 4121.843750
	Iteration 20F: 3 clusters Score -435769.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -435784.500000 Penalty: 4121.843750
	Iteration 21Q: 3 clusters Score -435784.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -435805.656250 Penalty: 4121.843750
	Iteration 22Q: 3 clusters Score -435805.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -435829.500000 Penalty: 4121.843750
	Iteration 23Q: 3 clusters Score -435829.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -435847.687500 Penalty: 4121.843750
	Iteration 24Q: 3 clusters Score -435847.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -435872.937500 Penalty: 4121.843750
	Iteration 25Q: 3 clusters Score -435872.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -435902.062500 Penalty: 4121.843750
	Iteration 26Q: 3 clusters Score -435902.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -435936.250000 Penalty: 4121.843750
	Iteration 27Q: 3 clusters Score -435936.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -435978.437500 Penalty: 4121.843750
	Iteration 28Q: 3 clusters Score -435978.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -436038.531250 Penalty: 4121.843750
	Iteration 29Q: 3 clusters Score -436038.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -436110.781250 Penalty: 4121.843750
	Iteration 30Q: 3 clusters Score -436110.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -436198.781250 Penalty: 4121.843750
	Iteration 31Q: 3 clusters Score -436198.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -436323.687500 Penalty: 4121.843750
	Iteration 32Q: 3 clusters Score -436323.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -436481.812500 Penalty: 4121.843750
	Iteration 33Q: 3 clusters Score -436481.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -436657.281250 Penalty: 4121.843750
	Iteration 34Q: 3 clusters Score -436657.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -436781.343750 Penalty: 4121.843750
	Iteration 35Q: 3 clusters Score -436781.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -436892.593750 Penalty: 4121.843750
	Iteration 36Q: 3 clusters Score -436892.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -436983.468750 Penalty: 4121.843750
	Iteration 37Q: 3 clusters Score -436983.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -437052.531250 Penalty: 4121.843750
	Iteration 38Q: 3 clusters Score -437052.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -437086.500000 Penalty: 4121.843750
	Iteration 39Q: 3 clusters Score -437086.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -437107.375000 Penalty: 4121.843750
	Iteration 40F: 3 clusters Score -437107.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -437118.875000 Penalty: 4121.843750
	Iteration 41Q: 3 clusters Score -437118.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -437121.562500 Penalty: 4121.843750
	Iteration 42Q: 3 clusters Score -437121.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -437122.656250 Penalty: 4121.843750
	Iteration 43Q: 3 clusters Score -437122.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -437122.656250 Penalty: 4121.843750
	Iteration 44F: 3 clusters Score -437122.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Entering Unmasked Estep 
Score: -898998.000000 Penalty: 2268.687500
	Iteration 0F: 2 clusters Score -898998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -891725.750000 Penalty: 4537.375000
	Iteration 0F: 3 clusters Score -891725.8 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -893822.562500 Penalty: 4537.375000
	Iteration 1F: 3 clusters Score -893822.6 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -894227.750000 Penalty: 4537.375000
	Iteration 2F: 3 clusters Score -894227.8 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -894556.500000 Penalty: 4537.375000
	Iteration 3F: 3 clusters Score -894556.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -894863.625000 Penalty: 4537.375000
	Iteration 4F: 3 clusters Score -894863.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -895189.437500 Penalty: 4537.375000
	Iteration 5F: 3 clusters Score -895189.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -895511.187500 Penalty: 4537.375000
	Iteration 6F: 3 clusters Score -895511.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -895882.562500 Penalty: 4537.375000
	Iteration 7Q: 3 clusters Score -895882.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -896297.875000 Penalty: 4537.375000
	Iteration 8Q: 3 clusters Score -896297.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -896735.687500 Penalty: 4537.375000
	Iteration 9F: 3 clusters Score -896735.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -897180.500000 Penalty: 4537.375000
	Iteration 10Q: 3 clusters Score -897180.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -897582.437500 Penalty: 4537.375000
	Iteration 11Q: 3 clusters Score -897582.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -897871.812500 Penalty: 4537.375000
	Iteration 12Q: 3 clusters Score -897871.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -898057.125000 Penalty: 4537.375000
	Iteration 13Q: 3 clusters Score -898057.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -898155.562500 Penalty: 4537.375000
	Iteration 14Q: 3 clusters Score -898155.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -898215.625000 Penalty: 4537.375000
	Iteration 15Q: 3 clusters Score -898215.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -898251.812500 Penalty: 4537.375000
	Iteration 16Q: 3 clusters Score -898251.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -898269.750000 Penalty: 4537.375000
	Iteration 17Q: 3 clusters Score -898269.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -898282.187500 Penalty: 4537.375000
	Iteration 18Q: 3 clusters Score -898282.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -898291.687500 Penalty: 4537.375000
	Iteration 19Q: 3 clusters Score -898291.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -898292.500000 Penalty: 4537.375000
	Iteration 20F: 3 clusters Score -898292.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -898296.125000 Penalty: 4537.375000
	Iteration 21Q: 3 clusters Score -898296.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -898299.187500 Penalty: 4537.375000
	Iteration 22Q: 3 clusters Score -898299.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -898299.062500 Penalty: 4537.375000
	Iteration 23Q: 3 clusters Score -898299.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -898301.625000 Penalty: 4537.375000
	Iteration 24Q: 3 clusters Score -898301.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -898301.437500 Penalty: 4537.375000
	Iteration 25Q: 3 clusters Score -898301.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -898301.437500 Penalty: 4537.375000
	Iteration 26F: 3 clusters Score -898301.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Entering Unmasked Estep 
Score: -543586.000000 Penalty: 2139.659912
	Iteration 0F: 2 clusters Score -543586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -538731.562500 Penalty: 4279.319824
	Iteration 0F: 3 clusters Score -538731.6 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -540140.187500 Penalty: 4279.319824
	Iteration 1F: 3 clusters Score -540140.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -540552.312500 Penalty: 4279.319824
	Iteration 2F: 3 clusters Score -540552.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -540899.562500 Penalty: 4279.319824
	Iteration 3F: 3 clusters Score -540899.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -541164.250000 Penalty: 4279.319824
	Iteration 4F: 3 clusters Score -541164.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -541369.625000 Penalty: 4279.319824
	Iteration 5Q: 3 clusters Score -541369.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -541523.000000 Penalty: 4279.319824
	Iteration 6Q: 3 clusters Score -541523 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -541631.375000 Penalty: 4279.319824
	Iteration 7Q: 3 clusters Score -541631.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -541713.000000 Penalty: 4279.319824
	Iteration 8Q: 3 clusters Score -541713 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -541766.062500 Penalty: 4279.319824
	Iteration 9Q: 3 clusters Score -541766.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -541813.000000 Penalty: 4279.319824
	Iteration 10Q: 3 clusters Score -541813 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -541858.625000 Penalty: 4279.319824
	Iteration 11Q: 3 clusters Score -541858.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -541897.812500 Penalty: 4279.319824
	Iteration 12Q: 3 clusters Score -541897.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -541930.812500 Penalty: 4279.319824
	Iteration 13Q: 3 clusters Score -541930.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -541958.750000 Penalty: 4279.319824
	Iteration 14Q: 3 clusters Score -541958.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -541990.250000 Penalty: 4279.319824
	Iteration 15Q: 3 clusters Score -541990.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -542018.562500 Penalty: 4279.319824
	Iteration 16Q: 3 clusters Score -542018.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -542032.000000 Penalty: 4279.319824
	Iteration 17Q: 3 clusters Score -542032 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -542045.375000 Penalty: 4279.319824
	Iteration 18Q: 3 clusters Score -542045.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -542064.750000 Penalty: 4279.319824
	Iteration 19Q: 3 clusters Score -542064.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -542090.125000 Penalty: 4279.319824
	Iteration 20F: 3 clusters Score -542090.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -542108.687500 Penalty: 4279.319824
	Iteration 21Q: 3 clusters Score -542108.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -542128.875000 Penalty: 4279.319824
	Iteration 22Q: 3 clusters Score -542128.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -542141.437500 Penalty: 4279.319824
	Iteration 23Q: 3 clusters Score -542141.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -542150.437500 Penalty: 4279.319824
	Iteration 24Q: 3 clusters Score -542150.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -542154.375000 Penalty: 4279.319824
	Iteration 25Q: 3 clusters Score -542154.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -542156.562500 Penalty: 4279.319824
	Iteration 26Q: 3 clusters Score -542156.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -542158.312500 Penalty: 4279.319824
	Iteration 27Q: 3 clusters Score -542158.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -542159.187500 Penalty: 4279.319824
	Iteration 28Q: 3 clusters Score -542159.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -542159.187500 Penalty: 4279.319824
	Iteration 29F: 3 clusters Score -542159.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Entering Unmasked Estep 
Score: -1813424.250000 Penalty: 2414.473145
	Iteration 0F: 2 clusters Score -1813424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1801248.375000 Penalty: 4828.946289
	Iteration 0F: 3 clusters Score -1801248 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1805153.875000 Penalty: 4828.946289
	Iteration 1F: 3 clusters Score -1805154 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1805585.875000 Penalty: 4828.946289
	Iteration 2F: 3 clusters Score -1805586 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1805916.375000 Penalty: 4828.946289
	Iteration 3F: 3 clusters Score -1805916 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1806211.250000 Penalty: 4828.946289
	Iteration 4Q: 3 clusters Score -1806211 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1806478.750000 Penalty: 4828.946289
	Iteration 5Q: 3 clusters Score -1806479 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1806733.375000 Penalty: 4828.946289
	Iteration 6Q: 3 clusters Score -1806733 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1806996.250000 Penalty: 4828.946289
	Iteration 7Q: 3 clusters Score -1806996 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1807296.250000 Penalty: 4828.946289
	Iteration 8Q: 3 clusters Score -1807296 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1807618.875000 Penalty: 4828.946289
	Iteration 9Q: 3 clusters Score -1807619 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1807967.125000 Penalty: 4828.946289
	Iteration 10Q: 3 clusters Score -1807967 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1808314.875000 Penalty: 4828.946289
	Iteration 11Q: 3 clusters Score -1808315 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1808739.875000 Penalty: 4828.946289
	Iteration 12Q: 3 clusters Score -1808740 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1809172.375000 Penalty: 4828.946289
	Iteration 13Q: 3 clusters Score -1809172 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1809551.750000 Penalty: 4828.946289
	Iteration 14Q: 3 clusters Score -1809552 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1809841.750000 Penalty: 4828.946289
	Iteration 15Q: 3 clusters Score -1809842 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1810064.750000 Penalty: 4828.946289
	Iteration 16Q: 3 clusters Score -1810065 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1810243.375000 Penalty: 4828.946289
	Iteration 17Q: 3 clusters Score -1810243 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1810392.625000 Penalty: 4828.946289
	Iteration 18Q: 3 clusters Score -1810393 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1810526.250000 Penalty: 4828.946289
	Iteration 19Q: 3 clusters Score -1810526 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1810652.375000 Penalty: 4828.946289
	Iteration 20F: 3 clusters Score -1810652 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1810772.375000 Penalty: 4828.946289
	Iteration 21Q: 3 clusters Score -1810772 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1810880.000000 Penalty: 4828.946289
	Iteration 22Q: 3 clusters Score -1810880 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1811007.250000 Penalty: 4828.946289
	Iteration 23Q: 3 clusters Score -1811007 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1811143.750000 Penalty: 4828.946289
	Iteration 24Q: 3 clusters Score -1811144 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1811339.000000 Penalty: 4828.946289
	Iteration 25Q: 3 clusters Score -1811339 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1811575.625000 Penalty: 4828.946289
	Iteration 26Q: 3 clusters Score -1811576 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1811786.000000 Penalty: 4828.946289
	Iteration 27Q: 3 clusters Score -1811786 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1811951.125000 Penalty: 4828.946289
	Iteration 28Q: 3 clusters Score -1811951 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1812052.625000 Penalty: 4828.946289
	Iteration 29Q: 3 clusters Score -1812053 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1812121.250000 Penalty: 4828.946289
	Iteration 30Q: 3 clusters Score -1812121 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1812184.250000 Penalty: 4828.946289
	Iteration 31Q: 3 clusters Score -1812184 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -1812225.375000 Penalty: 4828.946289
	Iteration 32Q: 3 clusters Score -1812225 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1812263.750000 Penalty: 4828.946289
	Iteration 33Q: 3 clusters Score -1812264 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1812280.750000 Penalty: 4828.946289
	Iteration 34Q: 3 clusters Score -1812281 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1812287.250000 Penalty: 4828.946289
	Iteration 35Q: 3 clusters Score -1812287 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1812301.625000 Penalty: 4828.946289
	Iteration 36Q: 3 clusters Score -1812302 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1812308.125000 Penalty: 4828.946289
	Iteration 37Q: 3 clusters Score -1812308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1812316.250000 Penalty: 4828.946289
	Iteration 38Q: 3 clusters Score -1812316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1812320.500000 Penalty: 4828.946289
	Iteration 39Q: 3 clusters Score -1812320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1812333.000000 Penalty: 4828.946289
	Iteration 40F: 3 clusters Score -1812333 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1812338.500000 Penalty: 4828.946289
	Iteration 41Q: 3 clusters Score -1812338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1812334.625000 Penalty: 4828.946289
	Iteration 42Q: 3 clusters Score -1812335 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1812336.125000 Penalty: 4828.946289
	Iteration 43Q: 3 clusters Score -1812336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1812340.750000 Penalty: 4828.946289
	Iteration 44Q: 3 clusters Score -1812341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1812344.750000 Penalty: 4828.946289
	Iteration 45Q: 3 clusters Score -1812345 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1812349.000000 Penalty: 4828.946289
	Iteration 46Q: 3 clusters Score -1812349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1812351.500000 Penalty: 4828.946289
	Iteration 47Q: 3 clusters Score -1812352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1812354.750000 Penalty: 4828.946289
	Iteration 48Q: 3 clusters Score -1812355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1812355.250000 Penalty: 4828.946289
	Iteration 49Q: 3 clusters Score -1812355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1812354.000000 Penalty: 4828.946289
	Iteration 50Q: 3 clusters Score -1812354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1812358.625000 Penalty: 4828.946289
	Iteration 51Q: 3 clusters Score -1812359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1812354.000000 Penalty: 4828.946289
	Iteration 52Q: 3 clusters Score -1812354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1812354.875000 Penalty: 4828.946289
	Iteration 53Q: 3 clusters Score -1812355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1812354.875000 Penalty: 4828.946289
	Iteration 54Q: 3 clusters Score -1812355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1812354.750000 Penalty: 4828.946289
	Iteration 55Q: 3 clusters Score -1812355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1812354.625000 Penalty: 4828.946289
	Iteration 56Q: 3 clusters Score -1812355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1812351.625000 Penalty: 4828.946289
	Iteration 57Q: 3 clusters Score -1812352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1812354.125000 Penalty: 4828.946289
	Iteration 58Q: 3 clusters Score -1812354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1812356.625000 Penalty: 4828.946289
	Iteration 59Q: 3 clusters Score -1812357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1812356.625000 Penalty: 4828.946289
	Iteration 60F: 3 clusters Score -1812357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Entering Unmasked Estep 
Score: -182307.218750 Penalty: 1981.663086
	Iteration 0F: 2 clusters Score -182307.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -179097.296875 Penalty: 3963.326172
	Iteration 0F: 3 clusters Score -179097.3 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -179943.093750 Penalty: 3963.326172
	Iteration 1F: 3 clusters Score -179943.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -180212.843750 Penalty: 3963.326172
	Iteration 2F: 3 clusters Score -180212.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -180416.453125 Penalty: 3963.326172
	Iteration 3F: 3 clusters Score -180416.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -180605.390625 Penalty: 3963.326172
	Iteration 4F: 3 clusters Score -180605.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -180812.593750 Penalty: 3963.326172
	Iteration 5F: 3 clusters Score -180812.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -181009.937500 Penalty: 3963.326172
	Iteration 6Q: 3 clusters Score -181009.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -181155.703125 Penalty: 3963.326172
	Iteration 7Q: 3 clusters Score -181155.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -181264.703125 Penalty: 3963.326172
	Iteration 8Q: 3 clusters Score -181264.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -181345.250000 Penalty: 3963.326172
	Iteration 9Q: 3 clusters Score -181345.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -181412.281250 Penalty: 3963.326172
	Iteration 10Q: 3 clusters Score -181412.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -181461.265625 Penalty: 3963.326172
	Iteration 11Q: 3 clusters Score -181461.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -181497.234375 Penalty: 3963.326172
	Iteration 12Q: 3 clusters Score -181497.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -181519.796875 Penalty: 3963.326172
	Iteration 13Q: 3 clusters Score -181519.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -181537.843750 Penalty: 3963.326172
	Iteration 14Q: 3 clusters Score -181537.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -181560.625000 Penalty: 3963.326172
	Iteration 15Q: 3 clusters Score -181560.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -181577.687500 Penalty: 3963.326172
	Iteration 16Q: 3 clusters Score -181577.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -181586.156250 Penalty: 3963.326172
	Iteration 17Q: 3 clusters Score -181586.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -181595.437500 Penalty: 3963.326172
	Iteration 18Q: 3 clusters Score -181595.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -181604.625000 Penalty: 3963.326172
	Iteration 19Q: 3 clusters Score -181604.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -181608.250000 Penalty: 3963.326172
	Iteration 20F: 3 clusters Score -181608.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -181609.921875 Penalty: 3963.326172
	Iteration 21Q: 3 clusters Score -181609.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -181610.375000 Penalty: 3963.326172
	Iteration 22Q: 3 clusters Score -181610.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -181610.937500 Penalty: 3963.326172
	Iteration 23Q: 3 clusters Score -181610.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -181611.531250 Penalty: 3963.326172
	Iteration 24Q: 3 clusters Score -181611.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -181611.531250 Penalty: 3963.326172
	Iteration 25F: 3 clusters Score -181611.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Entering Unmasked Estep 
Score: -916308.875000 Penalty: 2242.543213
	Iteration 0F: 2 clusters Score -916308.9 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 4267 members 
Entering Unmasked Estep 
Score: -909554.125000 Penalty: 4485.086426
	Iteration 0F: 3 clusters Score -909554.1 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -911660.750000 Penalty: 4485.086426
	Iteration 1F: 3 clusters Score -911660.8 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -912288.125000 Penalty: 4485.086426
	Iteration 2F: 3 clusters Score -912288.1 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -912868.562500 Penalty: 4485.086426
	Iteration 3F: 3 clusters Score -912868.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -913254.562500 Penalty: 4485.086426
	Iteration 4F: 3 clusters Score -913254.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -913574.750000 Penalty: 4485.086426
	Iteration 5F: 3 clusters Score -913574.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -913870.250000 Penalty: 4485.086426
	Iteration 6Q: 3 clusters Score -913870.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -914117.250000 Penalty: 4485.086426
	Iteration 7Q: 3 clusters Score -914117.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -914359.625000 Penalty: 4485.086426
	Iteration 8Q: 3 clusters Score -914359.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -914551.312500 Penalty: 4485.086426
	Iteration 9Q: 3 clusters Score -914551.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -914686.187500 Penalty: 4485.086426
	Iteration 10Q: 3 clusters Score -914686.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -914781.250000 Penalty: 4485.086426
	Iteration 11Q: 3 clusters Score -914781.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -914842.812500 Penalty: 4485.086426
	Iteration 12Q: 3 clusters Score -914842.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -914892.312500 Penalty: 4485.086426
	Iteration 13Q: 3 clusters Score -914892.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -914931.750000 Penalty: 4485.086426
	Iteration 14Q: 3 clusters Score -914931.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -914960.562500 Penalty: 4485.086426
	Iteration 15Q: 3 clusters Score -914960.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -914980.750000 Penalty: 4485.086426
	Iteration 16Q: 3 clusters Score -914980.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -914998.875000 Penalty: 4485.086426
	Iteration 17Q: 3 clusters Score -914998.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -915010.500000 Penalty: 4485.086426
	Iteration 18Q: 3 clusters Score -915010.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -915025.625000 Penalty: 4485.086426
	Iteration 19Q: 3 clusters Score -915025.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -915032.250000 Penalty: 4485.086426
	Iteration 20F: 3 clusters Score -915032.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -915037.875000 Penalty: 4485.086426
	Iteration 21Q: 3 clusters Score -915037.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -915041.812500 Penalty: 4485.086426
	Iteration 22Q: 3 clusters Score -915041.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -915044.187500 Penalty: 4485.086426
	Iteration 23Q: 3 clusters Score -915044.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -915047.500000 Penalty: 4485.086426
	Iteration 24Q: 3 clusters Score -915047.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -915051.687500 Penalty: 4485.086426
	Iteration 25Q: 3 clusters Score -915051.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -915055.187500 Penalty: 4485.086426
	Iteration 26Q: 3 clusters Score -915055.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -915058.125000 Penalty: 4485.086426
	Iteration 27Q: 3 clusters Score -915058.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -915060.000000 Penalty: 4485.086426
	Iteration 28Q: 3 clusters Score -915060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -915063.625000 Penalty: 4485.086426
	Iteration 29Q: 3 clusters Score -915063.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -915063.812500 Penalty: 4485.086426
	Iteration 30Q: 3 clusters Score -915063.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -915066.562500 Penalty: 4485.086426
	Iteration 31Q: 3 clusters Score -915066.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -915067.312500 Penalty: 4485.086426
	Iteration 32Q: 3 clusters Score -915067.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -915070.250000 Penalty: 4485.086426
	Iteration 33Q: 3 clusters Score -915070.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -915071.250000 Penalty: 4485.086426
	Iteration 34Q: 3 clusters Score -915071.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -915070.562500 Penalty: 4485.086426
	Iteration 35Q: 3 clusters Score -915070.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -915072.312500 Penalty: 4485.086426
	Iteration 36Q: 3 clusters Score -915072.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -915074.187500 Penalty: 4485.086426
	Iteration 37Q: 3 clusters Score -915074.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -915072.562500 Penalty: 4485.086426
	Iteration 38Q: 3 clusters Score -915072.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -915073.125000 Penalty: 4485.086426
	Iteration 39Q: 3 clusters Score -915073.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -915074.625000 Penalty: 4485.086426
	Iteration 40F: 3 clusters Score -915074.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -915075.500000 Penalty: 4485.086426
	Iteration 41Q: 3 clusters Score -915075.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -915077.187500 Penalty: 4485.086426
	Iteration 42Q: 3 clusters Score -915077.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -915078.312500 Penalty: 4485.086426
	Iteration 43Q: 3 clusters Score -915078.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -915083.375000 Penalty: 4485.086426
	Iteration 44Q: 3 clusters Score -915083.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -915085.375000 Penalty: 4485.086426
	Iteration 45Q: 3 clusters Score -915085.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -915091.000000 Penalty: 4485.086426
	Iteration 46Q: 3 clusters Score -915091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -915092.937500 Penalty: 4485.086426
	Iteration 47Q: 3 clusters Score -915092.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -915096.187500 Penalty: 4485.086426
	Iteration 48Q: 3 clusters Score -915096.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -915098.062500 Penalty: 4485.086426
	Iteration 49Q: 3 clusters Score -915098.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -915102.500000 Penalty: 4485.086426
	Iteration 50Q: 3 clusters Score -915102.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -915105.687500 Penalty: 4485.086426
	Iteration 51Q: 3 clusters Score -915105.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -915113.000000 Penalty: 4485.086426
	Iteration 52Q: 3 clusters Score -915113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -915117.312500 Penalty: 4485.086426
	Iteration 53Q: 3 clusters Score -915117.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -915122.875000 Penalty: 4485.086426
	Iteration 54Q: 3 clusters Score -915122.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -915125.000000 Penalty: 4485.086426
	Iteration 55Q: 3 clusters Score -915125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -915131.062500 Penalty: 4485.086426
	Iteration 56Q: 3 clusters Score -915131.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -915136.250000 Penalty: 4485.086426
	Iteration 57Q: 3 clusters Score -915136.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -915153.062500 Penalty: 4485.086426
	Iteration 58Q: 3 clusters Score -915153.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -915172.687500 Penalty: 4485.086426
	Iteration 59Q: 3 clusters Score -915172.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -915196.687500 Penalty: 4485.086426
	Iteration 60F: 3 clusters Score -915196.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -915227.625000 Penalty: 4485.086426
	Iteration 61Q: 3 clusters Score -915227.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -915256.437500 Penalty: 4485.086426
	Iteration 62Q: 3 clusters Score -915256.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -915293.062500 Penalty: 4485.086426
	Iteration 63Q: 3 clusters Score -915293.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -915337.250000 Penalty: 4485.086426
	Iteration 64Q: 3 clusters Score -915337.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -915375.812500 Penalty: 4485.086426
	Iteration 65Q: 3 clusters Score -915375.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -915416.687500 Penalty: 4485.086426
	Iteration 66Q: 3 clusters Score -915416.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -915477.687500 Penalty: 4485.086426
	Iteration 67Q: 3 clusters Score -915477.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -915533.125000 Penalty: 4485.086426
	Iteration 68Q: 3 clusters Score -915533.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -915580.625000 Penalty: 4485.086426
	Iteration 69Q: 3 clusters Score -915580.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -915605.062500 Penalty: 4485.086426
	Iteration 70Q: 3 clusters Score -915605.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -915621.375000 Penalty: 4485.086426
	Iteration 71Q: 3 clusters Score -915621.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -915639.687500 Penalty: 4485.086426
	Iteration 72Q: 3 clusters Score -915639.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -915652.312500 Penalty: 4485.086426
	Iteration 73Q: 3 clusters Score -915652.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -915656.000000 Penalty: 4485.086426
	Iteration 74Q: 3 clusters Score -915656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -915662.500000 Penalty: 4485.086426
	Iteration 75Q: 3 clusters Score -915662.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -915664.125000 Penalty: 4485.086426
	Iteration 76Q: 3 clusters Score -915664.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -915665.000000 Penalty: 4485.086426
	Iteration 77Q: 3 clusters Score -915665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -915665.437500 Penalty: 4485.086426
	Iteration 78Q: 3 clusters Score -915665.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -915669.375000 Penalty: 4485.086426
	Iteration 79Q: 3 clusters Score -915669.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -915672.812500 Penalty: 4485.086426
	Iteration 80F: 3 clusters Score -915672.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -915671.875000 Penalty: 4485.086426
	Iteration 81Q: 3 clusters Score -915671.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -915673.875000 Penalty: 4485.086426
	Iteration 82Q: 3 clusters Score -915673.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -915673.750000 Penalty: 4485.086426
	Iteration 83Q: 3 clusters Score -915673.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -915673.750000 Penalty: 4485.086426
	Iteration 84F: 3 clusters Score -915673.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Entering Unmasked Estep 
Score: -886450.250000 Penalty: 2281.270752
	Iteration 0F: 2 clusters Score -886450.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -878874.937500 Penalty: 4562.541504
	Iteration 0F: 3 clusters Score -878874.9 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -881137.500000 Penalty: 4562.541504
	Iteration 1F: 3 clusters Score -881137.5 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -881512.250000 Penalty: 4562.541504
	Iteration 2F: 3 clusters Score -881512.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -881765.125000 Penalty: 4562.541504
	Iteration 3F: 3 clusters Score -881765.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -881958.062500 Penalty: 4562.541504
	Iteration 4Q: 3 clusters Score -881958.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -882133.625000 Penalty: 4562.541504
	Iteration 5Q: 3 clusters Score -882133.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -882283.500000 Penalty: 4562.541504
	Iteration 6Q: 3 clusters Score -882283.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -882435.312500 Penalty: 4562.541504
	Iteration 7Q: 3 clusters Score -882435.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -882593.375000 Penalty: 4562.541504
	Iteration 8Q: 3 clusters Score -882593.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -882749.625000 Penalty: 4562.541504
	Iteration 9Q: 3 clusters Score -882749.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -882907.812500 Penalty: 4562.541504
	Iteration 10Q: 3 clusters Score -882907.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -883068.937500 Penalty: 4562.541504
	Iteration 11Q: 3 clusters Score -883068.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -883225.750000 Penalty: 4562.541504
	Iteration 12Q: 3 clusters Score -883225.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -883393.750000 Penalty: 4562.541504
	Iteration 13Q: 3 clusters Score -883393.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -883578.562500 Penalty: 4562.541504
	Iteration 14Q: 3 clusters Score -883578.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -883766.000000 Penalty: 4562.541504
	Iteration 15Q: 3 clusters Score -883766 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -883934.000000 Penalty: 4562.541504
	Iteration 16Q: 3 clusters Score -883934 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -884080.812500 Penalty: 4562.541504
	Iteration 17Q: 3 clusters Score -884080.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -884229.000000 Penalty: 4562.541504
	Iteration 18Q: 3 clusters Score -884229 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -884357.812500 Penalty: 4562.541504
	Iteration 19Q: 3 clusters Score -884357.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -884476.562500 Penalty: 4562.541504
	Iteration 20F: 3 clusters Score -884476.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -884582.500000 Penalty: 4562.541504
	Iteration 21Q: 3 clusters Score -884582.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -884675.062500 Penalty: 4562.541504
	Iteration 22Q: 3 clusters Score -884675.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -884737.312500 Penalty: 4562.541504
	Iteration 23Q: 3 clusters Score -884737.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -884769.937500 Penalty: 4562.541504
	Iteration 24Q: 3 clusters Score -884769.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -884790.250000 Penalty: 4562.541504
	Iteration 25Q: 3 clusters Score -884790.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -884808.312500 Penalty: 4562.541504
	Iteration 26Q: 3 clusters Score -884808.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -884823.187500 Penalty: 4562.541504
	Iteration 27Q: 3 clusters Score -884823.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -884836.312500 Penalty: 4562.541504
	Iteration 28Q: 3 clusters Score -884836.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -884844.187500 Penalty: 4562.541504
	Iteration 29Q: 3 clusters Score -884844.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -884849.062500 Penalty: 4562.541504
	Iteration 30Q: 3 clusters Score -884849.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -884850.750000 Penalty: 4562.541504
	Iteration 31Q: 3 clusters Score -884850.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -884854.062500 Penalty: 4562.541504
	Iteration 32Q: 3 clusters Score -884854.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -884855.937500 Penalty: 4562.541504
	Iteration 33Q: 3 clusters Score -884855.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -884859.375000 Penalty: 4562.541504
	Iteration 34Q: 3 clusters Score -884859.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -884862.312500 Penalty: 4562.541504
	Iteration 35Q: 3 clusters Score -884862.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -884866.125000 Penalty: 4562.541504
	Iteration 36Q: 3 clusters Score -884866.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -884868.937500 Penalty: 4562.541504
	Iteration 37Q: 3 clusters Score -884868.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -884871.437500 Penalty: 4562.541504
	Iteration 38Q: 3 clusters Score -884871.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -884874.375000 Penalty: 4562.541504
	Iteration 39Q: 3 clusters Score -884874.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -884877.187500 Penalty: 4562.541504
	Iteration 40F: 3 clusters Score -884877.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -884879.437500 Penalty: 4562.541504
	Iteration 41Q: 3 clusters Score -884879.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -884882.187500 Penalty: 4562.541504
	Iteration 42Q: 3 clusters Score -884882.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -884881.687500 Penalty: 4562.541504
	Iteration 43Q: 3 clusters Score -884881.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -884883.125000 Penalty: 4562.541504
	Iteration 44Q: 3 clusters Score -884883.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -884884.062500 Penalty: 4562.541504
	Iteration 45Q: 3 clusters Score -884884.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -884883.750000 Penalty: 4562.541504
	Iteration 46Q: 3 clusters Score -884883.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -884883.750000 Penalty: 4562.541504
	Iteration 47F: 3 clusters Score -884883.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (89859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89859 members 
Entering Unmasked Estep 
Score: -9798743.000000 Penalty: 2828.687256
	Iteration 0F: 2 clusters Score -9798743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -9738216.000000 Penalty: 5657.374512
	Iteration 0F: 3 clusters Score -9738216 nChanged 42466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -9762591.000000 Penalty: 5657.374512
	Iteration 1F: 3 clusters Score -9762591 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -9763495.000000 Penalty: 5657.374512
	Iteration 2Q: 3 clusters Score -9763495 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -9764735.000000 Penalty: 5657.374512
	Iteration 3Q: 3 clusters Score -9764735 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51136 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -9766219.000000 Penalty: 5657.374512
	Iteration 4Q: 3 clusters Score -9766219 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54307 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -9768317.000000 Penalty: 5657.374512
	Iteration 5Q: 3 clusters Score -9768317 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58565 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -9771553.000000 Penalty: 5657.374512
	Iteration 6F: 3 clusters Score -9771553 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63826 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -9775950.000000 Penalty: 5657.374512
	Iteration 7F: 3 clusters Score -9775950 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69460 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -9780638.000000 Penalty: 5657.374512
	Iteration 8F: 3 clusters Score -9780638 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74890 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -9785246.000000 Penalty: 5657.374512
	Iteration 9F: 3 clusters Score -9785246 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79501 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -9788989.000000 Penalty: 5657.374512
	Iteration 10F: 3 clusters Score -9788989 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83053 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -9791903.000000 Penalty: 5657.374512
	Iteration 11Q: 3 clusters Score -9791903 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85448 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -9793836.000000 Penalty: 5657.374512
	Iteration 12Q: 3 clusters Score -9793836 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86949 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -9795027.000000 Penalty: 5657.374512
	Iteration 13Q: 3 clusters Score -9795027 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87786 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -9795697.000000 Penalty: 5657.374512
	Iteration 14Q: 3 clusters Score -9795697 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88204 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -9795981.000000 Penalty: 5657.374512
	Iteration 15Q: 3 clusters Score -9795981 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88441 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -9796190.000000 Penalty: 5657.374512
	Iteration 16Q: 3 clusters Score -9796190 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88578 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -9796313.000000 Penalty: 5657.374512
	Iteration 17Q: 3 clusters Score -9796313 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88663 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -9796401.000000 Penalty: 5657.374512
	Iteration 18Q: 3 clusters Score -9796401 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88726 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -9796418.000000 Penalty: 5657.374512
	Iteration 19Q: 3 clusters Score -9796418 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88764 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -9796443.000000 Penalty: 5657.374512
	Iteration 20F: 3 clusters Score -9796443 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88795 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -9796458.000000 Penalty: 5657.374512
	Iteration 21Q: 3 clusters Score -9796458 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88826 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -9796456.000000 Penalty: 5657.374512
	Iteration 22Q: 3 clusters Score -9796456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88850 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -9796467.000000 Penalty: 5657.374512
	Iteration 23Q: 3 clusters Score -9796467 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88868 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -9796486.000000 Penalty: 5657.374512
	Iteration 24Q: 3 clusters Score -9796486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88892 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -9796502.000000 Penalty: 5657.374512
	Iteration 25Q: 3 clusters Score -9796502 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88912 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -9796528.000000 Penalty: 5657.374512
	Iteration 26Q: 3 clusters Score -9796528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88927 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -9796543.000000 Penalty: 5657.374512
	Iteration 27Q: 3 clusters Score -9796543 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88947 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -9796559.000000 Penalty: 5657.374512
	Iteration 28Q: 3 clusters Score -9796559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88960 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -9796566.000000 Penalty: 5657.374512
	Iteration 29Q: 3 clusters Score -9796566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88969 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -9796578.000000 Penalty: 5657.374512
	Iteration 30Q: 3 clusters Score -9796578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88980 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -9796587.000000 Penalty: 5657.374512
	Iteration 31Q: 3 clusters Score -9796587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88987 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -9796604.000000 Penalty: 5657.374512
	Iteration 32Q: 3 clusters Score -9796604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88988 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -9796623.000000 Penalty: 5657.374512
	Iteration 33Q: 3 clusters Score -9796623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88993 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -9796616.000000 Penalty: 5657.374512
	Iteration 34Q: 3 clusters Score -9796616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89001 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -9796618.000000 Penalty: 5657.374512
	Iteration 35Q: 3 clusters Score -9796618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89004 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -9796621.000000 Penalty: 5657.374512
	Iteration 36Q: 3 clusters Score -9796621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89006 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -9796626.000000 Penalty: 5657.374512
	Iteration 37Q: 3 clusters Score -9796626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89009 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -9796622.000000 Penalty: 5657.374512
	Iteration 38Q: 3 clusters Score -9796622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89011 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -9796622.000000 Penalty: 5657.374512
	Iteration 39Q: 3 clusters Score -9796622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89011 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -9796622.000000 Penalty: 5657.374512
	Iteration 40F: 3 clusters Score -9796622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Entering Unmasked Estep 
Score: -263782.843750 Penalty: 2004.282471
	Iteration 0F: 2 clusters Score -263782.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -260368.859375 Penalty: 4008.564941
	Iteration 0F: 3 clusters Score -260368.9 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -261136.421875 Penalty: 4008.564941
	Iteration 1F: 3 clusters Score -261136.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -261340.265625 Penalty: 4008.564941
	Iteration 2F: 3 clusters Score -261340.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -261479.671875 Penalty: 4008.564941
	Iteration 3F: 3 clusters Score -261479.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -261593.703125 Penalty: 4008.564941
	Iteration 4Q: 3 clusters Score -261593.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -261711.828125 Penalty: 4008.564941
	Iteration 5Q: 3 clusters Score -261711.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -261851.296875 Penalty: 4008.564941
	Iteration 6Q: 3 clusters Score -261851.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -261972.281250 Penalty: 4008.564941
	Iteration 7Q: 3 clusters Score -261972.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -262111.140625 Penalty: 4008.564941
	Iteration 8Q: 3 clusters Score -262111.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -262234.312500 Penalty: 4008.564941
	Iteration 9Q: 3 clusters Score -262234.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -262330.500000 Penalty: 4008.564941
	Iteration 10Q: 3 clusters Score -262330.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -262404.812500 Penalty: 4008.564941
	Iteration 11Q: 3 clusters Score -262404.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -262462.125000 Penalty: 4008.564941
	Iteration 12Q: 3 clusters Score -262462.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -262497.906250 Penalty: 4008.564941
	Iteration 13Q: 3 clusters Score -262497.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -262525.656250 Penalty: 4008.564941
	Iteration 14Q: 3 clusters Score -262525.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -262551.750000 Penalty: 4008.564941
	Iteration 15Q: 3 clusters Score -262551.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -262574.781250 Penalty: 4008.564941
	Iteration 16Q: 3 clusters Score -262574.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -262592.343750 Penalty: 4008.564941
	Iteration 17Q: 3 clusters Score -262592.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -262605.468750 Penalty: 4008.564941
	Iteration 18Q: 3 clusters Score -262605.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -262614.218750 Penalty: 4008.564941
	Iteration 19Q: 3 clusters Score -262614.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -262622.125000 Penalty: 4008.564941
	Iteration 20F: 3 clusters Score -262622.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -262629.156250 Penalty: 4008.564941
	Iteration 21Q: 3 clusters Score -262629.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -262632.375000 Penalty: 4008.564941
	Iteration 22Q: 3 clusters Score -262632.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -262634.593750 Penalty: 4008.564941
	Iteration 23Q: 3 clusters Score -262634.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -262635.906250 Penalty: 4008.564941
	Iteration 24Q: 3 clusters Score -262635.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -262636.531250 Penalty: 4008.564941
	Iteration 25Q: 3 clusters Score -262636.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -262636.531250 Penalty: 4008.564941
	Iteration 26F: 3 clusters Score -262636.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Entering Unmasked Estep 
Score: -916702.937500 Penalty: 2243.187744
	Iteration 0F: 2 clusters Score -916702.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -910000.500000 Penalty: 4486.375488
	Iteration 0F: 3 clusters Score -910000.5 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -911949.562500 Penalty: 4486.375488
	Iteration 1F: 3 clusters Score -911949.6 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -912323.000000 Penalty: 4486.375488
	Iteration 2F: 3 clusters Score -912323 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -912601.562500 Penalty: 4486.375488
	Iteration 3F: 3 clusters Score -912601.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -912880.625000 Penalty: 4486.375488
	Iteration 4F: 3 clusters Score -912880.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -913132.875000 Penalty: 4486.375488
	Iteration 5F: 3 clusters Score -913132.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -913380.062500 Penalty: 4486.375488
	Iteration 6Q: 3 clusters Score -913380.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -913617.125000 Penalty: 4486.375488
	Iteration 7Q: 3 clusters Score -913617.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -913813.375000 Penalty: 4486.375488
	Iteration 8Q: 3 clusters Score -913813.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -913978.062500 Penalty: 4486.375488
	Iteration 9Q: 3 clusters Score -913978.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -914118.187500 Penalty: 4486.375488
	Iteration 10Q: 3 clusters Score -914118.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -914216.750000 Penalty: 4486.375488
	Iteration 11Q: 3 clusters Score -914216.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -914296.250000 Penalty: 4486.375488
	Iteration 12Q: 3 clusters Score -914296.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -914361.500000 Penalty: 4486.375488
	Iteration 13Q: 3 clusters Score -914361.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -914428.062500 Penalty: 4486.375488
	Iteration 14Q: 3 clusters Score -914428.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -914487.500000 Penalty: 4486.375488
	Iteration 15Q: 3 clusters Score -914487.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -914534.687500 Penalty: 4486.375488
	Iteration 16Q: 3 clusters Score -914534.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -914583.000000 Penalty: 4486.375488
	Iteration 17Q: 3 clusters Score -914583 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -914623.687500 Penalty: 4486.375488
	Iteration 18Q: 3 clusters Score -914623.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -914656.875000 Penalty: 4486.375488
	Iteration 19Q: 3 clusters Score -914656.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -914684.062500 Penalty: 4486.375488
	Iteration 20F: 3 clusters Score -914684.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -914710.500000 Penalty: 4486.375488
	Iteration 21Q: 3 clusters Score -914710.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -914734.250000 Penalty: 4486.375488
	Iteration 22Q: 3 clusters Score -914734.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -914759.937500 Penalty: 4486.375488
	Iteration 23Q: 3 clusters Score -914759.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -914779.312500 Penalty: 4486.375488
	Iteration 24Q: 3 clusters Score -914779.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -914791.437500 Penalty: 4486.375488
	Iteration 25Q: 3 clusters Score -914791.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -914809.125000 Penalty: 4486.375488
	Iteration 26Q: 3 clusters Score -914809.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -914819.125000 Penalty: 4486.375488
	Iteration 27Q: 3 clusters Score -914819.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -914827.062500 Penalty: 4486.375488
	Iteration 28Q: 3 clusters Score -914827.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -914831.500000 Penalty: 4486.375488
	Iteration 29Q: 3 clusters Score -914831.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -914838.687500 Penalty: 4486.375488
	Iteration 30Q: 3 clusters Score -914838.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -914844.500000 Penalty: 4486.375488
	Iteration 31Q: 3 clusters Score -914844.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -914849.312500 Penalty: 4486.375488
	Iteration 32Q: 3 clusters Score -914849.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -914856.500000 Penalty: 4486.375488
	Iteration 33Q: 3 clusters Score -914856.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -914861.000000 Penalty: 4486.375488
	Iteration 34Q: 3 clusters Score -914861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -914863.875000 Penalty: 4486.375488
	Iteration 35Q: 3 clusters Score -914863.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -914870.000000 Penalty: 4486.375488
	Iteration 36Q: 3 clusters Score -914870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -914874.187500 Penalty: 4486.375488
	Iteration 37Q: 3 clusters Score -914874.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -914875.625000 Penalty: 4486.375488
	Iteration 38Q: 3 clusters Score -914875.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -914878.937500 Penalty: 4486.375488
	Iteration 39Q: 3 clusters Score -914878.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -914881.187500 Penalty: 4486.375488
	Iteration 40F: 3 clusters Score -914881.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -914883.000000 Penalty: 4486.375488
	Iteration 41Q: 3 clusters Score -914883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -914887.750000 Penalty: 4486.375488
	Iteration 42Q: 3 clusters Score -914887.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -914888.000000 Penalty: 4486.375488
	Iteration 43Q: 3 clusters Score -914888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -914892.937500 Penalty: 4486.375488
	Iteration 44Q: 3 clusters Score -914892.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -914897.500000 Penalty: 4486.375488
	Iteration 45Q: 3 clusters Score -914897.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -914900.812500 Penalty: 4486.375488
	Iteration 46Q: 3 clusters Score -914900.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -914901.875000 Penalty: 4486.375488
	Iteration 47Q: 3 clusters Score -914901.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -914907.812500 Penalty: 4486.375488
	Iteration 48Q: 3 clusters Score -914907.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -914908.812500 Penalty: 4486.375488
	Iteration 49Q: 3 clusters Score -914908.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -914910.562500 Penalty: 4486.375488
	Iteration 50Q: 3 clusters Score -914910.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -914912.437500 Penalty: 4486.375488
	Iteration 51Q: 3 clusters Score -914912.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -914914.937500 Penalty: 4486.375488
	Iteration 52Q: 3 clusters Score -914914.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -914920.437500 Penalty: 4486.375488
	Iteration 53Q: 3 clusters Score -914920.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -914925.312500 Penalty: 4486.375488
	Iteration 54Q: 3 clusters Score -914925.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -914933.125000 Penalty: 4486.375488
	Iteration 55Q: 3 clusters Score -914933.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -914944.812500 Penalty: 4486.375488
	Iteration 56Q: 3 clusters Score -914944.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -914957.000000 Penalty: 4486.375488
	Iteration 57Q: 3 clusters Score -914957 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -914973.750000 Penalty: 4486.375488
	Iteration 58Q: 3 clusters Score -914973.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -915003.125000 Penalty: 4486.375488
	Iteration 59Q: 3 clusters Score -915003.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -915028.562500 Penalty: 4486.375488
	Iteration 60F: 3 clusters Score -915028.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -915057.500000 Penalty: 4486.375488
	Iteration 61Q: 3 clusters Score -915057.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -915090.562500 Penalty: 4486.375488
	Iteration 62Q: 3 clusters Score -915090.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -915118.875000 Penalty: 4486.375488
	Iteration 63Q: 3 clusters Score -915118.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -915145.937500 Penalty: 4486.375488
	Iteration 64Q: 3 clusters Score -915145.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -915171.375000 Penalty: 4486.375488
	Iteration 65Q: 3 clusters Score -915171.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -915192.500000 Penalty: 4486.375488
	Iteration 66Q: 3 clusters Score -915192.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -915208.875000 Penalty: 4486.375488
	Iteration 67Q: 3 clusters Score -915208.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -915219.750000 Penalty: 4486.375488
	Iteration 68Q: 3 clusters Score -915219.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -915222.687500 Penalty: 4486.375488
	Iteration 69Q: 3 clusters Score -915222.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -915228.437500 Penalty: 4486.375488
	Iteration 70Q: 3 clusters Score -915228.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -915233.750000 Penalty: 4486.375488
	Iteration 71Q: 3 clusters Score -915233.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -915234.750000 Penalty: 4486.375488
	Iteration 72Q: 3 clusters Score -915234.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -915239.375000 Penalty: 4486.375488
	Iteration 73Q: 3 clusters Score -915239.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -915244.187500 Penalty: 4486.375488
	Iteration 74Q: 3 clusters Score -915244.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -915249.312500 Penalty: 4486.375488
	Iteration 75Q: 3 clusters Score -915249.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -915253.875000 Penalty: 4486.375488
	Iteration 76Q: 3 clusters Score -915253.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -915253.937500 Penalty: 4486.375488
	Iteration 77Q: 3 clusters Score -915253.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -915256.125000 Penalty: 4486.375488
	Iteration 78Q: 3 clusters Score -915256.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -915261.750000 Penalty: 4486.375488
	Iteration 79Q: 3 clusters Score -915261.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -915262.500000 Penalty: 4486.375488
	Iteration 80F: 3 clusters Score -915262.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -915265.500000 Penalty: 4486.375488
	Iteration 81Q: 3 clusters Score -915265.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -915268.562500 Penalty: 4486.375488
	Iteration 82Q: 3 clusters Score -915268.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -915270.937500 Penalty: 4486.375488
	Iteration 83Q: 3 clusters Score -915270.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -915273.687500 Penalty: 4486.375488
	Iteration 84Q: 3 clusters Score -915273.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -915275.250000 Penalty: 4486.375488
	Iteration 85Q: 3 clusters Score -915275.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -915275.375000 Penalty: 4486.375488
	Iteration 86Q: 3 clusters Score -915275.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -915277.062500 Penalty: 4486.375488
	Iteration 87Q: 3 clusters Score -915277.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -915280.500000 Penalty: 4486.375488
	Iteration 88Q: 3 clusters Score -915280.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -915280.187500 Penalty: 4486.375488
	Iteration 89Q: 3 clusters Score -915280.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -915281.000000 Penalty: 4486.375488
	Iteration 90Q: 3 clusters Score -915281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -915280.875000 Penalty: 4486.375488
	Iteration 91Q: 3 clusters Score -915280.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -915280.750000 Penalty: 4486.375488
	Iteration 92Q: 3 clusters Score -915280.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -915279.937500 Penalty: 4486.375488
	Iteration 93Q: 3 clusters Score -915279.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -915279.937500 Penalty: 4486.375488
	Iteration 94F: 3 clusters Score -915279.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Entering Unmasked Estep 
Score: -2824541.250000 Penalty: 2524.456787
	Iteration 0F: 2 clusters Score -2824541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2806285.250000 Penalty: 5048.913574
	Iteration 0F: 3 clusters Score -2806285 nChanged 11855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2812816.750000 Penalty: 5048.913574
	Iteration 1F: 3 clusters Score -2812817 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2813476.250000 Penalty: 5048.913574
	Iteration 2F: 3 clusters Score -2813476 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -2814232.750000 Penalty: 5048.913574
	Iteration 3F: 3 clusters Score -2814233 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -2814992.500000 Penalty: 5048.913574
	Iteration 4F: 3 clusters Score -2814992 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2815680.750000 Penalty: 5048.913574
	Iteration 5F: 3 clusters Score -2815681 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2816379.250000 Penalty: 5048.913574
	Iteration 6F: 3 clusters Score -2816379 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2817014.500000 Penalty: 5048.913574
	Iteration 7Q: 3 clusters Score -2817014 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2817680.750000 Penalty: 5048.913574
	Iteration 8Q: 3 clusters Score -2817681 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2818511.500000 Penalty: 5048.913574
	Iteration 9Q: 3 clusters Score -2818512 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2819770.000000 Penalty: 5048.913574
	Iteration 10Q: 3 clusters Score -2819770 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2821758.750000 Penalty: 5048.913574
	Iteration 11F: 3 clusters Score -2821759 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -2823880.250000 Penalty: 5048.913574
	Iteration 12F: 3 clusters Score -2823880 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2825024.750000 Penalty: 5048.913574
	Iteration 13Q: 3 clusters Score -2825025 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2825658.250000 Penalty: 5048.913574
	Iteration 14Q: 3 clusters Score -2825658 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2826132.250000 Penalty: 5048.913574
	Iteration 15Q: 3 clusters Score -2826132 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -2826478.000000 Penalty: 5048.913574
	Iteration 16Q: 3 clusters Score -2826478 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2826720.250000 Penalty: 5048.913574
	Iteration 17Q: 3 clusters Score -2826720 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2826939.000000 Penalty: 5048.913574
	Iteration 18Q: 3 clusters Score -2826939 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2827196.500000 Penalty: 5048.913574
	Iteration 19Q: 3 clusters Score -2827196 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2827422.500000 Penalty: 5048.913574
	Iteration 20F: 3 clusters Score -2827422 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2827681.000000 Penalty: 5048.913574
	Iteration 21Q: 3 clusters Score -2827681 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -2827965.750000 Penalty: 5048.913574
	Iteration 22Q: 3 clusters Score -2827966 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2828200.000000 Penalty: 5048.913574
	Iteration 23Q: 3 clusters Score -2828200 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2828350.750000 Penalty: 5048.913574
	Iteration 24Q: 3 clusters Score -2828351 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2828482.750000 Penalty: 5048.913574
	Iteration 25Q: 3 clusters Score -2828483 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2828551.750000 Penalty: 5048.913574
	Iteration 26Q: 3 clusters Score -2828552 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2828593.000000 Penalty: 5048.913574
	Iteration 27Q: 3 clusters Score -2828593 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2828618.750000 Penalty: 5048.913574
	Iteration 28Q: 3 clusters Score -2828619 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2828641.500000 Penalty: 5048.913574
	Iteration 29Q: 3 clusters Score -2828642 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2828647.000000 Penalty: 5048.913574
	Iteration 30Q: 3 clusters Score -2828647 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -2828647.000000 Penalty: 5048.913574
	Iteration 31Q: 3 clusters Score -2828647 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2828645.750000 Penalty: 5048.913574
	Iteration 32Q: 3 clusters Score -2828646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2828649.750000 Penalty: 5048.913574
	Iteration 33Q: 3 clusters Score -2828650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2828650.500000 Penalty: 5048.913574
	Iteration 34Q: 3 clusters Score -2828650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2828650.250000 Penalty: 5048.913574
	Iteration 35Q: 3 clusters Score -2828650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2828652.250000 Penalty: 5048.913574
	Iteration 36Q: 3 clusters Score -2828652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2828650.500000 Penalty: 5048.913574
	Iteration 37Q: 3 clusters Score -2828650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -2828651.500000 Penalty: 5048.913574
	Iteration 38Q: 3 clusters Score -2828652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -2828647.750000 Penalty: 5048.913574
	Iteration 39Q: 3 clusters Score -2828648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2828650.750000 Penalty: 5048.913574
	Iteration 40F: 3 clusters Score -2828651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2828651.250000 Penalty: 5048.913574
	Iteration 41Q: 3 clusters Score -2828651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2828651.250000 Penalty: 5048.913574
	Iteration 42F: 3 clusters Score -2828651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 16074 members 
Mstep: Class 3 contains 9288 members 
Mstep: Class 4 contains 3647 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 24059 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 13382 members 
Mstep: Class 9 contains 4065 members 
Mstep: Class 10 contains 9395 members 
Mstep: Class 11 contains 5584 members 
Mstep: Class 12 contains 16912 members 
Mstep: Class 13 contains 2953 members 
Mstep: Class 14 contains 8455 members 
Mstep: Class 15 contains 9884 members 
Mstep: Class 16 contains 89859 members 
Mstep: Class 17 contains 3235 members 
Mstep: Class 18 contains 8477 members 
Mstep: Class 19 contains 9227 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6495 members 
Mstep: Class 23 contains 56713 members 
Mstep: Class 24 contains 2746 members 
Mstep: Class 25 contains 9796 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 49773 members 
Mstep: Class 28 contains 27827 members 
Mstep: Class 29 contains 14886 members 
Mstep: Class 30 contains 13197 members 
Mstep: Class 31 contains 10853 members 
Mstep: Class 32 contains 13053 members 
Mstep: Class 33 contains 13377 members 
Mstep: Class 34 contains 14886 members 
Mstep: Class 35 contains 10279 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30658 members 
Mstep: Class 39 contains 5169 members 
Mstep: Class 40 contains 12380 members 
Mstep: Class 41 contains 17731 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11336 members 
Mstep: Class 45 contains 2251 members 
Mstep: Class 46 contains 14641 members 
Mstep: Class 47 contains 19430 members 
Mstep: Class 48 contains 4333 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5919 members 
Mstep: Class 51 contains 10515 members 
Mstep: Class 52 contains 17124 members 
Entering Unmasked Estep 
Score: -64753252.000000 Penalty: 172573.890625
Splitting cluster 19 changes total score from -64743028.000000 to -64753252.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 20 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -48283.894531 Penalty: 1554.265747
	Iteration 0F: 2 clusters Score -48283.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46731.625000 Penalty: 3108.531494
	Iteration 0F: 3 clusters Score -46731.62 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46941.144531 Penalty: 3108.531494
	Iteration 1F: 3 clusters Score -46941.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -47017.792969 Penalty: 3108.531494
	Iteration 2F: 3 clusters Score -47017.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -47060.800781 Penalty: 3108.531494
	Iteration 3Q: 3 clusters Score -47060.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -47092.015625 Penalty: 3108.531494
	Iteration 4Q: 3 clusters Score -47092.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47100.726562 Penalty: 3108.531494
	Iteration 5Q: 3 clusters Score -47100.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47106.265625 Penalty: 3108.531494
	Iteration 6Q: 3 clusters Score -47106.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47108.156250 Penalty: 3108.531494
	Iteration 7Q: 3 clusters Score -47108.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -47111.781250 Penalty: 3108.531494
	Iteration 8Q: 3 clusters Score -47111.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -47118.246094 Penalty: 3108.531494
	Iteration 9Q: 3 clusters Score -47118.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -47132.640625 Penalty: 3108.531494
	Iteration 10Q: 3 clusters Score -47132.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -47157.292969 Penalty: 3108.531494
	Iteration 11Q: 3 clusters Score -47157.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47171.628906 Penalty: 3108.531494
	Iteration 12Q: 3 clusters Score -47171.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47186.730469 Penalty: 3108.531494
	Iteration 13Q: 3 clusters Score -47186.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -47204.601562 Penalty: 3108.531494
	Iteration 14Q: 3 clusters Score -47204.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -47242.136719 Penalty: 3108.531494
	Iteration 15Q: 3 clusters Score -47242.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -47289.070312 Penalty: 3108.531494
	Iteration 16Q: 3 clusters Score -47289.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -47316.503906 Penalty: 3108.531494
	Iteration 17Q: 3 clusters Score -47316.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -47367.007812 Penalty: 3108.531494
	Iteration 18Q: 3 clusters Score -47367.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -47441.410156 Penalty: 3108.531494
	Iteration 19Q: 3 clusters Score -47441.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -47467.460938 Penalty: 3108.531494
	Iteration 20F: 3 clusters Score -47467.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -47480.476562 Penalty: 3108.531494
	Iteration 21Q: 3 clusters Score -47480.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -47488.906250 Penalty: 3108.531494
	Iteration 22Q: 3 clusters Score -47488.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -47509.796875 Penalty: 3108.531494
	Iteration 23Q: 3 clusters Score -47509.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -47525.308594 Penalty: 3108.531494
	Iteration 24Q: 3 clusters Score -47525.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -47538.414062 Penalty: 3108.531494
	Iteration 25Q: 3 clusters Score -47538.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -47538.414062 Penalty: 3108.531494
	Iteration 26F: 3 clusters Score -47538.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -17615.912109 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -17615.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16436.693359 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -16436.69 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16566.472656 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -16566.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16625.447266 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -16625.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16674.861328 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -16674.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -16690.343750 Penalty: 2765.670898
	Iteration 4Q: 3 clusters Score -16690.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -16690.343750 Penalty: 2765.670898
	Iteration 5F: 3 clusters Score -16690.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Entering Unmasked Estep 
Score: -712752.000000 Penalty: 2177.139404
	Iteration 0F: 2 clusters Score -712752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -707229.625000 Penalty: 4354.278809
	Iteration 0F: 3 clusters Score -707229.6 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -708663.875000 Penalty: 4354.278809
	Iteration 1F: 3 clusters Score -708663.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -708922.125000 Penalty: 4354.278809
	Iteration 2F: 3 clusters Score -708922.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -709116.062500 Penalty: 4354.278809
	Iteration 3F: 3 clusters Score -709116.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -709288.500000 Penalty: 4354.278809
	Iteration 4Q: 3 clusters Score -709288.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -709485.812500 Penalty: 4354.278809
	Iteration 5Q: 3 clusters Score -709485.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -709724.250000 Penalty: 4354.278809
	Iteration 6Q: 3 clusters Score -709724.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -710018.062500 Penalty: 4354.278809
	Iteration 7Q: 3 clusters Score -710018.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -710315.375000 Penalty: 4354.278809
	Iteration 8F: 3 clusters Score -710315.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -710582.312500 Penalty: 4354.278809
	Iteration 9Q: 3 clusters Score -710582.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -710825.062500 Penalty: 4354.278809
	Iteration 10Q: 3 clusters Score -710825.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -711055.750000 Penalty: 4354.278809
	Iteration 11Q: 3 clusters Score -711055.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -711254.875000 Penalty: 4354.278809
	Iteration 12Q: 3 clusters Score -711254.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -711410.000000 Penalty: 4354.278809
	Iteration 13Q: 3 clusters Score -711410 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -711581.375000 Penalty: 4354.278809
	Iteration 14Q: 3 clusters Score -711581.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -711756.812500 Penalty: 4354.278809
	Iteration 15Q: 3 clusters Score -711756.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -711939.750000 Penalty: 4354.278809
	Iteration 16Q: 3 clusters Score -711939.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -712067.937500 Penalty: 4354.278809
	Iteration 17Q: 3 clusters Score -712067.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -712160.312500 Penalty: 4354.278809
	Iteration 18Q: 3 clusters Score -712160.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -712203.000000 Penalty: 4354.278809
	Iteration 19Q: 3 clusters Score -712203 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -712218.750000 Penalty: 4354.278809
	Iteration 20F: 3 clusters Score -712218.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -712224.437500 Penalty: 4354.278809
	Iteration 21Q: 3 clusters Score -712224.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -712225.187500 Penalty: 4354.278809
	Iteration 22Q: 3 clusters Score -712225.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -712226.312500 Penalty: 4354.278809
	Iteration 23Q: 3 clusters Score -712226.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -712227.750000 Penalty: 4354.278809
	Iteration 24Q: 3 clusters Score -712227.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -712227.812500 Penalty: 4354.278809
	Iteration 25Q: 3 clusters Score -712227.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -712227.812500 Penalty: 4354.278809
	Iteration 26F: 3 clusters Score -712227.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (56713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56713 members 
Entering Unmasked Estep 
Score: -5618525.000000 Penalty: 2714.548096
	Iteration 0F: 2 clusters Score -5618525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -5580306.500000 Penalty: 5429.096191
	Iteration 0F: 3 clusters Score -5580306 nChanged 26359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -5595236.500000 Penalty: 5429.096191
	Iteration 1F: 3 clusters Score -5595236 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -5596197.000000 Penalty: 5429.096191
	Iteration 2Q: 3 clusters Score -5596197 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -5597319.500000 Penalty: 5429.096191
	Iteration 3Q: 3 clusters Score -5597320 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -5598619.000000 Penalty: 5429.096191
	Iteration 4F: 3 clusters Score -5598619 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -5600205.000000 Penalty: 5429.096191
	Iteration 5F: 3 clusters Score -5600205 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -5601803.500000 Penalty: 5429.096191
	Iteration 6F: 3 clusters Score -5601804 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -5603526.500000 Penalty: 5429.096191
	Iteration 7F: 3 clusters Score -5603526 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -5605260.500000 Penalty: 5429.096191
	Iteration 8F: 3 clusters Score -5605260 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -5607023.500000 Penalty: 5429.096191
	Iteration 9Q: 3 clusters Score -5607024 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -5608594.000000 Penalty: 5429.096191
	Iteration 10Q: 3 clusters Score -5608594 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -5609862.000000 Penalty: 5429.096191
	Iteration 11Q: 3 clusters Score -5609862 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -5610780.500000 Penalty: 5429.096191
	Iteration 12Q: 3 clusters Score -5610780 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -5611446.500000 Penalty: 5429.096191
	Iteration 13Q: 3 clusters Score -5611446 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -5611985.000000 Penalty: 5429.096191
	Iteration 14Q: 3 clusters Score -5611985 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -5612562.500000 Penalty: 5429.096191
	Iteration 15Q: 3 clusters Score -5612562 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -5613103.500000 Penalty: 5429.096191
	Iteration 16Q: 3 clusters Score -5613104 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -5613633.500000 Penalty: 5429.096191
	Iteration 17Q: 3 clusters Score -5613634 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -5614062.500000 Penalty: 5429.096191
	Iteration 18Q: 3 clusters Score -5614062 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48760 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -5614456.500000 Penalty: 5429.096191
	Iteration 19Q: 3 clusters Score -5614456 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49446 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -5614835.500000 Penalty: 5429.096191
	Iteration 20F: 3 clusters Score -5614836 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50069 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -5615167.000000 Penalty: 5429.096191
	Iteration 21Q: 3 clusters Score -5615167 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -5615423.500000 Penalty: 5429.096191
	Iteration 22Q: 3 clusters Score -5615424 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51152 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -5615661.500000 Penalty: 5429.096191
	Iteration 23Q: 3 clusters Score -5615662 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51624 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -5615887.000000 Penalty: 5429.096191
	Iteration 24Q: 3 clusters Score -5615887 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52049 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -5616074.000000 Penalty: 5429.096191
	Iteration 25Q: 3 clusters Score -5616074 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52441 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -5616244.500000 Penalty: 5429.096191
	Iteration 26Q: 3 clusters Score -5616244 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52782 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -5616401.000000 Penalty: 5429.096191
	Iteration 27Q: 3 clusters Score -5616401 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53087 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -5616564.000000 Penalty: 5429.096191
	Iteration 28Q: 3 clusters Score -5616564 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53317 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -5616670.000000 Penalty: 5429.096191
	Iteration 29Q: 3 clusters Score -5616670 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53516 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -5616738.500000 Penalty: 5429.096191
	Iteration 30Q: 3 clusters Score -5616738 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53687 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -5616800.500000 Penalty: 5429.096191
	Iteration 31Q: 3 clusters Score -5616800 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53811 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -5616842.000000 Penalty: 5429.096191
	Iteration 32Q: 3 clusters Score -5616842 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53940 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -5616890.000000 Penalty: 5429.096191
	Iteration 33Q: 3 clusters Score -5616890 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -5616928.000000 Penalty: 5429.096191
	Iteration 34Q: 3 clusters Score -5616928 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54129 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -5616949.500000 Penalty: 5429.096191
	Iteration 35Q: 3 clusters Score -5616950 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -5616970.000000 Penalty: 5429.096191
	Iteration 36Q: 3 clusters Score -5616970 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54237 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -5616981.000000 Penalty: 5429.096191
	Iteration 37Q: 3 clusters Score -5616981 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54292 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -5616994.000000 Penalty: 5429.096191
	Iteration 38Q: 3 clusters Score -5616994 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -5616991.000000 Penalty: 5429.096191
	Iteration 39Q: 3 clusters Score -5616991 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54377 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -5616999.500000 Penalty: 5429.096191
	Iteration 40F: 3 clusters Score -5617000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54402 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -5617014.000000 Penalty: 5429.096191
	Iteration 41Q: 3 clusters Score -5617014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54424 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -5617019.500000 Penalty: 5429.096191
	Iteration 42Q: 3 clusters Score -5617020 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54450 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -5617028.000000 Penalty: 5429.096191
	Iteration 43Q: 3 clusters Score -5617028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -5617036.500000 Penalty: 5429.096191
	Iteration 44Q: 3 clusters Score -5617036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -5617040.000000 Penalty: 5429.096191
	Iteration 45Q: 3 clusters Score -5617040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54506 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -5617046.500000 Penalty: 5429.096191
	Iteration 46Q: 3 clusters Score -5617046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54521 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -5617042.000000 Penalty: 5429.096191
	Iteration 47Q: 3 clusters Score -5617042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5617043.500000 Penalty: 5429.096191
	Iteration 48Q: 3 clusters Score -5617044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -5617045.500000 Penalty: 5429.096191
	Iteration 49Q: 3 clusters Score -5617046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54544 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -5617046.000000 Penalty: 5429.096191
	Iteration 50Q: 3 clusters Score -5617046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54554 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -5617045.500000 Penalty: 5429.096191
	Iteration 51Q: 3 clusters Score -5617046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54562 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -5617046.000000 Penalty: 5429.096191
	Iteration 52Q: 3 clusters Score -5617046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54567 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -5617037.000000 Penalty: 5429.096191
	Iteration 53Q: 3 clusters Score -5617037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54577 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -5617034.000000 Penalty: 5429.096191
	Iteration 54Q: 3 clusters Score -5617034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54587 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -5617043.000000 Penalty: 5429.096191
	Iteration 55Q: 3 clusters Score -5617043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -5617041.000000 Penalty: 5429.096191
	Iteration 56Q: 3 clusters Score -5617041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -5617043.000000 Penalty: 5429.096191
	Iteration 57Q: 3 clusters Score -5617043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54591 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -5617052.500000 Penalty: 5429.096191
	Iteration 58Q: 3 clusters Score -5617052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54594 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -5617044.500000 Penalty: 5429.096191
	Iteration 59Q: 3 clusters Score -5617044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54598 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -5617049.000000 Penalty: 5429.096191
	Iteration 60F: 3 clusters Score -5617049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -5617046.500000 Penalty: 5429.096191
	Iteration 61Q: 3 clusters Score -5617046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54600 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -5617049.500000 Penalty: 5429.096191
	Iteration 62Q: 3 clusters Score -5617050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54600 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -5617049.500000 Penalty: 5429.096191
	Iteration 63F: 3 clusters Score -5617050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Entering Unmasked Estep 
Score: -267859.250000 Penalty: 1963.639282
	Iteration 0F: 2 clusters Score -267859.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -264817.062500 Penalty: 3927.278564
	Iteration 0F: 3 clusters Score -264817.1 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -265427.593750 Penalty: 3927.278564
	Iteration 1F: 3 clusters Score -265427.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -265620.937500 Penalty: 3927.278564
	Iteration 2F: 3 clusters Score -265620.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -265710.593750 Penalty: 3927.278564
	Iteration 3Q: 3 clusters Score -265710.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -265773.718750 Penalty: 3927.278564
	Iteration 4Q: 3 clusters Score -265773.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -265831.843750 Penalty: 3927.278564
	Iteration 5Q: 3 clusters Score -265831.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -265872.781250 Penalty: 3927.278564
	Iteration 6Q: 3 clusters Score -265872.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -265905.281250 Penalty: 3927.278564
	Iteration 7Q: 3 clusters Score -265905.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -265931.812500 Penalty: 3927.278564
	Iteration 8Q: 3 clusters Score -265931.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -265963.812500 Penalty: 3927.278564
	Iteration 9Q: 3 clusters Score -265963.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -265993.906250 Penalty: 3927.278564
	Iteration 10Q: 3 clusters Score -265993.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -266028.500000 Penalty: 3927.278564
	Iteration 11Q: 3 clusters Score -266028.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -266074.187500 Penalty: 3927.278564
	Iteration 12Q: 3 clusters Score -266074.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -266111.406250 Penalty: 3927.278564
	Iteration 13Q: 3 clusters Score -266111.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -266143.937500 Penalty: 3927.278564
	Iteration 14Q: 3 clusters Score -266143.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -266177.562500 Penalty: 3927.278564
	Iteration 15Q: 3 clusters Score -266177.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -266207.093750 Penalty: 3927.278564
	Iteration 16Q: 3 clusters Score -266207.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -266239.750000 Penalty: 3927.278564
	Iteration 17Q: 3 clusters Score -266239.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -266290.312500 Penalty: 3927.278564
	Iteration 18Q: 3 clusters Score -266290.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -266338.781250 Penalty: 3927.278564
	Iteration 19Q: 3 clusters Score -266338.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -266380.593750 Penalty: 3927.278564
	Iteration 20F: 3 clusters Score -266380.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -266420.968750 Penalty: 3927.278564
	Iteration 21Q: 3 clusters Score -266421 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -266475.343750 Penalty: 3927.278564
	Iteration 22Q: 3 clusters Score -266475.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -266521.468750 Penalty: 3927.278564
	Iteration 23Q: 3 clusters Score -266521.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -266572.500000 Penalty: 3927.278564
	Iteration 24Q: 3 clusters Score -266572.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -266606.468750 Penalty: 3927.278564
	Iteration 25Q: 3 clusters Score -266606.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -266628.343750 Penalty: 3927.278564
	Iteration 26Q: 3 clusters Score -266628.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -266642.937500 Penalty: 3927.278564
	Iteration 27Q: 3 clusters Score -266642.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -266655.562500 Penalty: 3927.278564
	Iteration 28Q: 3 clusters Score -266655.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -266664.656250 Penalty: 3927.278564
	Iteration 29Q: 3 clusters Score -266664.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -266676.375000 Penalty: 3927.278564
	Iteration 30Q: 3 clusters Score -266676.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -266691.843750 Penalty: 3927.278564
	Iteration 31Q: 3 clusters Score -266691.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -266700.187500 Penalty: 3927.278564
	Iteration 32Q: 3 clusters Score -266700.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -266706.093750 Penalty: 3927.278564
	Iteration 33Q: 3 clusters Score -266706.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -266716.531250 Penalty: 3927.278564
	Iteration 34Q: 3 clusters Score -266716.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -266724.937500 Penalty: 3927.278564
	Iteration 35Q: 3 clusters Score -266724.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -266734.187500 Penalty: 3927.278564
	Iteration 36Q: 3 clusters Score -266734.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -266748.250000 Penalty: 3927.278564
	Iteration 37Q: 3 clusters Score -266748.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -266760.218750 Penalty: 3927.278564
	Iteration 38Q: 3 clusters Score -266760.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -266769.187500 Penalty: 3927.278564
	Iteration 39Q: 3 clusters Score -266769.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -266776.437500 Penalty: 3927.278564
	Iteration 40F: 3 clusters Score -266776.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -266786.781250 Penalty: 3927.278564
	Iteration 41Q: 3 clusters Score -266786.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -266800.406250 Penalty: 3927.278564
	Iteration 42Q: 3 clusters Score -266800.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -266807.906250 Penalty: 3927.278564
	Iteration 43Q: 3 clusters Score -266807.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -266810.468750 Penalty: 3927.278564
	Iteration 44Q: 3 clusters Score -266810.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -266812.687500 Penalty: 3927.278564
	Iteration 45Q: 3 clusters Score -266812.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -266816.062500 Penalty: 3927.278564
	Iteration 46Q: 3 clusters Score -266816.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -266820.406250 Penalty: 3927.278564
	Iteration 47Q: 3 clusters Score -266820.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -266823.500000 Penalty: 3927.278564
	Iteration 48Q: 3 clusters Score -266823.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -266825.343750 Penalty: 3927.278564
	Iteration 49Q: 3 clusters Score -266825.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -266826.093750 Penalty: 3927.278564
	Iteration 50Q: 3 clusters Score -266826.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -266826.093750 Penalty: 3927.278564
	Iteration 51F: 3 clusters Score -266826.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -938617.875000 Penalty: 2279.052979
	Iteration 0F: 2 clusters Score -938617.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -931093.062500 Penalty: 4558.105957
	Iteration 0F: 3 clusters Score -931093.1 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -933286.500000 Penalty: 4558.105957
	Iteration 1F: 3 clusters Score -933286.5 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -933653.000000 Penalty: 4558.105957
	Iteration 2F: 3 clusters Score -933653 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -933887.875000 Penalty: 4558.105957
	Iteration 3F: 3 clusters Score -933887.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -934092.125000 Penalty: 4558.105957
	Iteration 4Q: 3 clusters Score -934092.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -934275.000000 Penalty: 4558.105957
	Iteration 5Q: 3 clusters Score -934275 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -934450.625000 Penalty: 4558.105957
	Iteration 6Q: 3 clusters Score -934450.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -934671.250000 Penalty: 4558.105957
	Iteration 7Q: 3 clusters Score -934671.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -934918.125000 Penalty: 4558.105957
	Iteration 8Q: 3 clusters Score -934918.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -935145.625000 Penalty: 4558.105957
	Iteration 9Q: 3 clusters Score -935145.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -935361.812500 Penalty: 4558.105957
	Iteration 10Q: 3 clusters Score -935361.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -935587.500000 Penalty: 4558.105957
	Iteration 11Q: 3 clusters Score -935587.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -935799.625000 Penalty: 4558.105957
	Iteration 12Q: 3 clusters Score -935799.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -935964.937500 Penalty: 4558.105957
	Iteration 13Q: 3 clusters Score -935964.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -936088.500000 Penalty: 4558.105957
	Iteration 14Q: 3 clusters Score -936088.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -936162.250000 Penalty: 4558.105957
	Iteration 15Q: 3 clusters Score -936162.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -936210.562500 Penalty: 4558.105957
	Iteration 16Q: 3 clusters Score -936210.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -936249.250000 Penalty: 4558.105957
	Iteration 17Q: 3 clusters Score -936249.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -936269.875000 Penalty: 4558.105957
	Iteration 18Q: 3 clusters Score -936269.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -936290.250000 Penalty: 4558.105957
	Iteration 19Q: 3 clusters Score -936290.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -936306.125000 Penalty: 4558.105957
	Iteration 20F: 3 clusters Score -936306.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -936321.937500 Penalty: 4558.105957
	Iteration 21Q: 3 clusters Score -936321.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -936339.125000 Penalty: 4558.105957
	Iteration 22Q: 3 clusters Score -936339.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -936351.875000 Penalty: 4558.105957
	Iteration 23Q: 3 clusters Score -936351.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -936361.000000 Penalty: 4558.105957
	Iteration 24Q: 3 clusters Score -936361 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -936370.312500 Penalty: 4558.105957
	Iteration 25Q: 3 clusters Score -936370.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -936376.687500 Penalty: 4558.105957
	Iteration 26Q: 3 clusters Score -936376.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -936386.000000 Penalty: 4558.105957
	Iteration 27Q: 3 clusters Score -936386 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -936393.937500 Penalty: 4558.105957
	Iteration 28Q: 3 clusters Score -936393.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -936406.687500 Penalty: 4558.105957
	Iteration 29Q: 3 clusters Score -936406.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -936417.000000 Penalty: 4558.105957
	Iteration 30Q: 3 clusters Score -936417 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -936425.437500 Penalty: 4558.105957
	Iteration 31Q: 3 clusters Score -936425.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -936432.812500 Penalty: 4558.105957
	Iteration 32Q: 3 clusters Score -936432.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -936438.250000 Penalty: 4558.105957
	Iteration 33Q: 3 clusters Score -936438.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -936449.125000 Penalty: 4558.105957
	Iteration 34Q: 3 clusters Score -936449.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -936449.687500 Penalty: 4558.105957
	Iteration 35Q: 3 clusters Score -936449.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -936457.562500 Penalty: 4558.105957
	Iteration 36Q: 3 clusters Score -936457.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -936463.812500 Penalty: 4558.105957
	Iteration 37Q: 3 clusters Score -936463.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -936470.062500 Penalty: 4558.105957
	Iteration 38Q: 3 clusters Score -936470.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -936480.937500 Penalty: 4558.105957
	Iteration 39Q: 3 clusters Score -936480.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -936489.562500 Penalty: 4558.105957
	Iteration 40F: 3 clusters Score -936489.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -936496.937500 Penalty: 4558.105957
	Iteration 41Q: 3 clusters Score -936496.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -936503.375000 Penalty: 4558.105957
	Iteration 42Q: 3 clusters Score -936503.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -936507.125000 Penalty: 4558.105957
	Iteration 43Q: 3 clusters Score -936507.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -936514.187500 Penalty: 4558.105957
	Iteration 44Q: 3 clusters Score -936514.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -936524.062500 Penalty: 4558.105957
	Iteration 45Q: 3 clusters Score -936524.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -936527.812500 Penalty: 4558.105957
	Iteration 46Q: 3 clusters Score -936527.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -936533.250000 Penalty: 4558.105957
	Iteration 47Q: 3 clusters Score -936533.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -936540.437500 Penalty: 4558.105957
	Iteration 48Q: 3 clusters Score -936540.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -936539.500000 Penalty: 4558.105957
	Iteration 49Q: 3 clusters Score -936539.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -936543.937500 Penalty: 4558.105957
	Iteration 50Q: 3 clusters Score -936543.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -936546.562500 Penalty: 4558.105957
	Iteration 51Q: 3 clusters Score -936546.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -936547.875000 Penalty: 4558.105957
	Iteration 52Q: 3 clusters Score -936547.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -936549.750000 Penalty: 4558.105957
	Iteration 53Q: 3 clusters Score -936549.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -936550.250000 Penalty: 4558.105957
	Iteration 54Q: 3 clusters Score -936550.2 nChanged 16
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: -936551.312500 Penalty: 4558.105957
	Iteration 55Q: 3 clusters Score -936551.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -936552.187500 Penalty: 4558.105957
	Iteration 56Q: 3 clusters Score -936552.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -936554.562500 Penalty: 4558.105957
	Iteration 57Q: 3 clusters Score -936554.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -936557.937500 Penalty: 4558.105957
	Iteration 58Q: 3 clusters Score -936557.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -936561.437500 Penalty: 4558.105957
	Iteration 59Q: 3 clusters Score -936561.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -936564.562500 Penalty: 4558.105957
	Iteration 60F: 3 clusters Score -936564.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -936565.062500 Penalty: 4558.105957
	Iteration 61Q: 3 clusters Score -936565.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -936565.875000 Penalty: 4558.105957
	Iteration 62Q: 3 clusters Score -936565.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -936565.437500 Penalty: 4558.105957
	Iteration 63Q: 3 clusters Score -936565.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -936567.562500 Penalty: 4558.105957
	Iteration 64Q: 3 clusters Score -936567.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -936568.500000 Penalty: 4558.105957
	Iteration 65Q: 3 clusters Score -936568.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -936572.937500 Penalty: 4558.105957
	Iteration 66Q: 3 clusters Score -936572.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -936577.625000 Penalty: 4558.105957
	Iteration 67Q: 3 clusters Score -936577.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -936577.875000 Penalty: 4558.105957
	Iteration 68Q: 3 clusters Score -936577.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -936578.875000 Penalty: 4558.105957
	Iteration 69Q: 3 clusters Score -936578.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -936576.812500 Penalty: 4558.105957
	Iteration 70Q: 3 clusters Score -936576.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -936577.937500 Penalty: 4558.105957
	Iteration 71Q: 3 clusters Score -936577.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -936579.000000 Penalty: 4558.105957
	Iteration 72Q: 3 clusters Score -936579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -936579.562500 Penalty: 4558.105957
	Iteration 73Q: 3 clusters Score -936579.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -936579.687500 Penalty: 4558.105957
	Iteration 74Q: 3 clusters Score -936579.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -936580.687500 Penalty: 4558.105957
	Iteration 75Q: 3 clusters Score -936580.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -936580.687500 Penalty: 4558.105957
	Iteration 76Q: 3 clusters Score -936580.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -936580.875000 Penalty: 4558.105957
	Iteration 77Q: 3 clusters Score -936580.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -936583.125000 Penalty: 4558.105957
	Iteration 78Q: 3 clusters Score -936583.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -936582.937500 Penalty: 4558.105957
	Iteration 79Q: 3 clusters Score -936582.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -936583.375000 Penalty: 4558.105957
	Iteration 80F: 3 clusters Score -936583.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -936582.437500 Penalty: 4558.105957
	Iteration 81Q: 3 clusters Score -936582.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -936582.437500 Penalty: 4558.105957
	Iteration 82F: 3 clusters Score -936582.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -95441.671875 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -95441.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -93553.984375 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -93553.98 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -93845.125000 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -93845.12 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -93940.070312 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -93940.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -93979.781250 Penalty: 3399.759766
	Iteration 3Q: 3 clusters Score -93979.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -94006.093750 Penalty: 3399.759766
	Iteration 4Q: 3 clusters Score -94006.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -94024.953125 Penalty: 3399.759766
	Iteration 5Q: 3 clusters Score -94024.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -94037.632812 Penalty: 3399.759766
	Iteration 6Q: 3 clusters Score -94037.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -94049.710938 Penalty: 3399.759766
	Iteration 7Q: 3 clusters Score -94049.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -94063.171875 Penalty: 3399.759766
	Iteration 8Q: 3 clusters Score -94063.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -94072.476562 Penalty: 3399.759766
	Iteration 9Q: 3 clusters Score -94072.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -94083.453125 Penalty: 3399.759766
	Iteration 10Q: 3 clusters Score -94083.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -94088.406250 Penalty: 3399.759766
	Iteration 11Q: 3 clusters Score -94088.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -94099.054688 Penalty: 3399.759766
	Iteration 12Q: 3 clusters Score -94099.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -94110.187500 Penalty: 3399.759766
	Iteration 13Q: 3 clusters Score -94110.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -94116.882812 Penalty: 3399.759766
	Iteration 14Q: 3 clusters Score -94116.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -94126.093750 Penalty: 3399.759766
	Iteration 15Q: 3 clusters Score -94126.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -94130.039062 Penalty: 3399.759766
	Iteration 16Q: 3 clusters Score -94130.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -94135.609375 Penalty: 3399.759766
	Iteration 17Q: 3 clusters Score -94135.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -94139.148438 Penalty: 3399.759766
	Iteration 18Q: 3 clusters Score -94139.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -94139.148438 Penalty: 3399.759766
	Iteration 19F: 3 clusters Score -94139.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (49773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49773 members 
Entering Unmasked Estep 
Score: -5366958.500000 Penalty: 2682.176514
	Iteration 0F: 2 clusters Score -5366958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -5333528.000000 Penalty: 5364.353027
	Iteration 0F: 3 clusters Score -5333528 nChanged 22755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -5346552.500000 Penalty: 5364.353027
	Iteration 1F: 3 clusters Score -5346552 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -5347428.000000 Penalty: 5364.353027
	Iteration 2Q: 3 clusters Score -5347428 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -5348456.500000 Penalty: 5364.353027
	Iteration 3Q: 3 clusters Score -5348456 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -5349790.500000 Penalty: 5364.353027
	Iteration 4F: 3 clusters Score -5349790 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -5351614.500000 Penalty: 5364.353027
	Iteration 5F: 3 clusters Score -5351614 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -5353882.000000 Penalty: 5364.353027
	Iteration 6F: 3 clusters Score -5353882 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -5356600.000000 Penalty: 5364.353027
	Iteration 7F: 3 clusters Score -5356600 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -5359327.500000 Penalty: 5364.353027
	Iteration 8F: 3 clusters Score -5359328 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -5361234.500000 Penalty: 5364.353027
	Iteration 9F: 3 clusters Score -5361234 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -5362169.000000 Penalty: 5364.353027
	Iteration 10Q: 3 clusters Score -5362169 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -5362600.500000 Penalty: 5364.353027
	Iteration 11Q: 3 clusters Score -5362600 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -5362830.500000 Penalty: 5364.353027
	Iteration 12Q: 3 clusters Score -5362830 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -5362963.000000 Penalty: 5364.353027
	Iteration 13Q: 3 clusters Score -5362963 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -5363067.500000 Penalty: 5364.353027
	Iteration 14Q: 3 clusters Score -5363068 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -5363112.000000 Penalty: 5364.353027
	Iteration 15Q: 3 clusters Score -5363112 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -5363154.500000 Penalty: 5364.353027
	Iteration 16Q: 3 clusters Score -5363154 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -5363193.500000 Penalty: 5364.353027
	Iteration 17Q: 3 clusters Score -5363194 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -5363234.000000 Penalty: 5364.353027
	Iteration 18Q: 3 clusters Score -5363234 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -5363255.000000 Penalty: 5364.353027
	Iteration 19Q: 3 clusters Score -5363255 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -5363298.500000 Penalty: 5364.353027
	Iteration 20F: 3 clusters Score -5363298 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -5363319.500000 Penalty: 5364.353027
	Iteration 21Q: 3 clusters Score -5363320 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -5363336.500000 Penalty: 5364.353027
	Iteration 22Q: 3 clusters Score -5363336 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -5363362.500000 Penalty: 5364.353027
	Iteration 23Q: 3 clusters Score -5363362 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -5363362.500000 Penalty: 5364.353027
	Iteration 24Q: 3 clusters Score -5363362 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -5363387.500000 Penalty: 5364.353027
	Iteration 25Q: 3 clusters Score -5363388 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -5363384.000000 Penalty: 5364.353027
	Iteration 26Q: 3 clusters Score -5363384 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -5363400.000000 Penalty: 5364.353027
	Iteration 27Q: 3 clusters Score -5363400 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -5363432.000000 Penalty: 5364.353027
	Iteration 28Q: 3 clusters Score -5363432 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -5363441.000000 Penalty: 5364.353027
	Iteration 29Q: 3 clusters Score -5363441 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -5363446.500000 Penalty: 5364.353027
	Iteration 30Q: 3 clusters Score -5363446 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -5363449.000000 Penalty: 5364.353027
	Iteration 31Q: 3 clusters Score -5363449 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -5363467.500000 Penalty: 5364.353027
	Iteration 32Q: 3 clusters Score -5363468 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -5363470.000000 Penalty: 5364.353027
	Iteration 33Q: 3 clusters Score -5363470 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -5363470.000000 Penalty: 5364.353027
	Iteration 34Q: 3 clusters Score -5363470 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -5363480.500000 Penalty: 5364.353027
	Iteration 35Q: 3 clusters Score -5363480 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -5363473.500000 Penalty: 5364.353027
	Iteration 36Q: 3 clusters Score -5363474 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -5363463.000000 Penalty: 5364.353027
	Iteration 37Q: 3 clusters Score -5363463 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -5363463.000000 Penalty: 5364.353027
	Iteration 38Q: 3 clusters Score -5363463 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -5363475.500000 Penalty: 5364.353027
	Iteration 39Q: 3 clusters Score -5363476 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -5363475.500000 Penalty: 5364.353027
	Iteration 40F: 3 clusters Score -5363476 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -5363488.000000 Penalty: 5364.353027
	Iteration 41Q: 3 clusters Score -5363488 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -5363487.000000 Penalty: 5364.353027
	Iteration 42Q: 3 clusters Score -5363487 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -5363493.000000 Penalty: 5364.353027
	Iteration 43Q: 3 clusters Score -5363493 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -5363499.500000 Penalty: 5364.353027
	Iteration 44Q: 3 clusters Score -5363500 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -5363510.500000 Penalty: 5364.353027
	Iteration 45Q: 3 clusters Score -5363510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -5363505.000000 Penalty: 5364.353027
	Iteration 46Q: 3 clusters Score -5363505 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -5363503.000000 Penalty: 5364.353027
	Iteration 47Q: 3 clusters Score -5363503 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -5363492.000000 Penalty: 5364.353027
	Iteration 48Q: 3 clusters Score -5363492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -5363494.500000 Penalty: 5364.353027
	Iteration 49Q: 3 clusters Score -5363494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -5363487.000000 Penalty: 5364.353027
	Iteration 50Q: 3 clusters Score -5363487 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -5363498.500000 Penalty: 5364.353027
	Iteration 51Q: 3 clusters Score -5363498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -5363493.000000 Penalty: 5364.353027
	Iteration 52Q: 3 clusters Score -5363493 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -5363500.000000 Penalty: 5364.353027
	Iteration 53Q: 3 clusters Score -5363500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -5363508.000000 Penalty: 5364.353027
	Iteration 54Q: 3 clusters Score -5363508 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -5363526.500000 Penalty: 5364.353027
	Iteration 55Q: 3 clusters Score -5363526 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -5363525.000000 Penalty: 5364.353027
	Iteration 56Q: 3 clusters Score -5363525 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -5363525.000000 Penalty: 5364.353027
	Iteration 57Q: 3 clusters Score -5363525 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -5363544.500000 Penalty: 5364.353027
	Iteration 58Q: 3 clusters Score -5363544 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -5363537.000000 Penalty: 5364.353027
	Iteration 59Q: 3 clusters Score -5363537 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -5363541.000000 Penalty: 5364.353027
	Iteration 60F: 3 clusters Score -5363541 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -5363543.500000 Penalty: 5364.353027
	Iteration 61Q: 3 clusters Score -5363544 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -5363543.000000 Penalty: 5364.353027
	Iteration 62Q: 3 clusters Score -5363543 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -5363528.500000 Penalty: 5364.353027
	Iteration 63Q: 3 clusters Score -5363528 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -5363532.500000 Penalty: 5364.353027
	Iteration 64Q: 3 clusters Score -5363532 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -5363542.500000 Penalty: 5364.353027
	Iteration 65Q: 3 clusters Score -5363542 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -5363545.500000 Penalty: 5364.353027
	Iteration 66Q: 3 clusters Score -5363546 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -5363547.500000 Penalty: 5364.353027
	Iteration 67Q: 3 clusters Score -5363548 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -5363562.500000 Penalty: 5364.353027
	Iteration 68Q: 3 clusters Score -5363562 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -5363551.000000 Penalty: 5364.353027
	Iteration 69Q: 3 clusters Score -5363551 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -5363571.500000 Penalty: 5364.353027
	Iteration 70Q: 3 clusters Score -5363572 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -5363581.500000 Penalty: 5364.353027
	Iteration 71Q: 3 clusters Score -5363582 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -5363582.500000 Penalty: 5364.353027
	Iteration 72Q: 3 clusters Score -5363582 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -5363588.000000 Penalty: 5364.353027
	Iteration 73Q: 3 clusters Score -5363588 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -5363602.500000 Penalty: 5364.353027
	Iteration 74Q: 3 clusters Score -5363602 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -5363590.500000 Penalty: 5364.353027
	Iteration 75Q: 3 clusters Score -5363590 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -5363613.000000 Penalty: 5364.353027
	Iteration 76Q: 3 clusters Score -5363613 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -5363617.000000 Penalty: 5364.353027
	Iteration 77Q: 3 clusters Score -5363617 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -5363605.500000 Penalty: 5364.353027
	Iteration 78Q: 3 clusters Score -5363606 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -5363638.000000 Penalty: 5364.353027
	Iteration 79Q: 3 clusters Score -5363638 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -5363653.500000 Penalty: 5364.353027
	Iteration 80F: 3 clusters Score -5363654 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -5363668.000000 Penalty: 5364.353027
	Iteration 81Q: 3 clusters Score -5363668 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -5363675.500000 Penalty: 5364.353027
	Iteration 82Q: 3 clusters Score -5363676 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -5363691.000000 Penalty: 5364.353027
	Iteration 83Q: 3 clusters Score -5363691 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -5363686.000000 Penalty: 5364.353027
	Iteration 84Q: 3 clusters Score -5363686 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -5363683.000000 Penalty: 5364.353027
	Iteration 85Q: 3 clusters Score -5363683 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -5363715.500000 Penalty: 5364.353027
	Iteration 86Q: 3 clusters Score -5363716 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -5363711.000000 Penalty: 5364.353027
	Iteration 87Q: 3 clusters Score -5363711 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -5363731.000000 Penalty: 5364.353027
	Iteration 88Q: 3 clusters Score -5363731 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -5363755.500000 Penalty: 5364.353027
	Iteration 89Q: 3 clusters Score -5363756 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -5363773.000000 Penalty: 5364.353027
	Iteration 90Q: 3 clusters Score -5363773 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -5363795.000000 Penalty: 5364.353027
	Iteration 91Q: 3 clusters Score -5363795 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -5363834.500000 Penalty: 5364.353027
	Iteration 92Q: 3 clusters Score -5363834 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -5363848.500000 Penalty: 5364.353027
	Iteration 93Q: 3 clusters Score -5363848 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -5363881.000000 Penalty: 5364.353027
	Iteration 94Q: 3 clusters Score -5363881 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -5363915.500000 Penalty: 5364.353027
	Iteration 95Q: 3 clusters Score -5363916 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -5363968.500000 Penalty: 5364.353027
	Iteration 96Q: 3 clusters Score -5363968 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -5364013.500000 Penalty: 5364.353027
	Iteration 97Q: 3 clusters Score -5364014 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -5364011.000000 Penalty: 5364.353027
	Iteration 98Q: 3 clusters Score -5364011 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -5364053.000000 Penalty: 5364.353027
	Iteration 99Q: 3 clusters Score -5364053 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -5364069.000000 Penalty: 5364.353027
	Iteration 100F: 3 clusters Score -5364069 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -5364098.500000 Penalty: 5364.353027
	Iteration 101Q: 3 clusters Score -5364098 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -5364095.500000 Penalty: 5364.353027
	Iteration 102Q: 3 clusters Score -5364096 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -5364099.000000 Penalty: 5364.353027
	Iteration 103Q: 3 clusters Score -5364099 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -5364098.500000 Penalty: 5364.353027
	Iteration 104Q: 3 clusters Score -5364098 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -5364137.500000 Penalty: 5364.353027
	Iteration 105Q: 3 clusters Score -5364138 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -5364142.500000 Penalty: 5364.353027
	Iteration 106Q: 3 clusters Score -5364142 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -5364135.500000 Penalty: 5364.353027
	Iteration 107Q: 3 clusters Score -5364136 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -5364141.000000 Penalty: 5364.353027
	Iteration 108Q: 3 clusters Score -5364141 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -5364137.000000 Penalty: 5364.353027
	Iteration 109Q: 3 clusters Score -5364137 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -5364140.500000 Penalty: 5364.353027
	Iteration 110Q: 3 clusters Score -5364140 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -5364161.000000 Penalty: 5364.353027
	Iteration 111Q: 3 clusters Score -5364161 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -5364156.000000 Penalty: 5364.353027
	Iteration 112Q: 3 clusters Score -5364156 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -5364164.000000 Penalty: 5364.353027
	Iteration 113Q: 3 clusters Score -5364164 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -5364181.500000 Penalty: 5364.353027
	Iteration 114Q: 3 clusters Score -5364182 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -5364182.500000 Penalty: 5364.353027
	Iteration 115Q: 3 clusters Score -5364182 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -5364187.000000 Penalty: 5364.353027
	Iteration 116Q: 3 clusters Score -5364187 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -5364185.000000 Penalty: 5364.353027
	Iteration 117Q: 3 clusters Score -5364185 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -5364191.500000 Penalty: 5364.353027
	Iteration 118Q: 3 clusters Score -5364192 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -5364190.500000 Penalty: 5364.353027
	Iteration 119Q: 3 clusters Score -5364190 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -5364205.500000 Penalty: 5364.353027
	Iteration 120F: 3 clusters Score -5364206 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -5364218.000000 Penalty: 5364.353027
	Iteration 121Q: 3 clusters Score -5364218 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -5364216.500000 Penalty: 5364.353027
	Iteration 122Q: 3 clusters Score -5364216 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -5364205.000000 Penalty: 5364.353027
	Iteration 123Q: 3 clusters Score -5364205 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -5364205.500000 Penalty: 5364.353027
	Iteration 124Q: 3 clusters Score -5364206 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -5364205.500000 Penalty: 5364.353027
	Iteration 125Q: 3 clusters Score -5364206 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -5364214.000000 Penalty: 5364.353027
	Iteration 126Q: 3 clusters Score -5364214 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -5364224.500000 Penalty: 5364.353027
	Iteration 127Q: 3 clusters Score -5364224 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -5364225.000000 Penalty: 5364.353027
	Iteration 128Q: 3 clusters Score -5364225 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -5364226.000000 Penalty: 5364.353027
	Iteration 129Q: 3 clusters Score -5364226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -5364227.500000 Penalty: 5364.353027
	Iteration 130Q: 3 clusters Score -5364228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -5364222.500000 Penalty: 5364.353027
	Iteration 131Q: 3 clusters Score -5364222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -5364225.500000 Penalty: 5364.353027
	Iteration 132Q: 3 clusters Score -5364226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -5364235.000000 Penalty: 5364.353027
	Iteration 133Q: 3 clusters Score -5364235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -5364231.500000 Penalty: 5364.353027
	Iteration 134Q: 3 clusters Score -5364232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -5364231.500000 Penalty: 5364.353027
	Iteration 135Q: 3 clusters Score -5364232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -5364233.500000 Penalty: 5364.353027
	Iteration 136Q: 3 clusters Score -5364234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -5364233.000000 Penalty: 5364.353027
	Iteration 137Q: 3 clusters Score -5364233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -5364237.000000 Penalty: 5364.353027
	Iteration 138Q: 3 clusters Score -5364237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -5364231.500000 Penalty: 5364.353027
	Iteration 139Q: 3 clusters Score -5364232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -5364227.500000 Penalty: 5364.353027
	Iteration 140F: 3 clusters Score -5364228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -5364230.500000 Penalty: 5364.353027
	Iteration 141Q: 3 clusters Score -5364230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -5364225.500000 Penalty: 5364.353027
	Iteration 142Q: 3 clusters Score -5364226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -5364228.000000 Penalty: 5364.353027
	Iteration 143Q: 3 clusters Score -5364228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -5364233.000000 Penalty: 5364.353027
	Iteration 144Q: 3 clusters Score -5364233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -5364230.500000 Penalty: 5364.353027
	Iteration 145Q: 3 clusters Score -5364230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -5364231.500000 Penalty: 5364.353027
	Iteration 146Q: 3 clusters Score -5364232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -5364225.500000 Penalty: 5364.353027
	Iteration 147Q: 3 clusters Score -5364226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -5364227.500000 Penalty: 5364.353027
	Iteration 148Q: 3 clusters Score -5364228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -5364225.000000 Penalty: 5364.353027
	Iteration 149Q: 3 clusters Score -5364225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -5364227.000000 Penalty: 5364.353027
	Iteration 150Q: 3 clusters Score -5364227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -5364229.000000 Penalty: 5364.353027
	Iteration 151Q: 3 clusters Score -5364229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -5364229.000000 Penalty: 5364.353027
	Iteration 152F: 3 clusters Score -5364229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (27827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Entering Unmasked Estep 
Score: -3051387.250000 Penalty: 2537.972900
	Iteration 0F: 2 clusters Score -3051387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -3032193.500000 Penalty: 5075.945801
	Iteration 0F: 3 clusters Score -3032194 nChanged 12567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -3038963.750000 Penalty: 5075.945801
	Iteration 1F: 3 clusters Score -3038964 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -3039477.000000 Penalty: 5075.945801
	Iteration 2F: 3 clusters Score -3039477 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -3040034.750000 Penalty: 5075.945801
	Iteration 3Q: 3 clusters Score -3040035 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -3040672.250000 Penalty: 5075.945801
	Iteration 4Q: 3 clusters Score -3040672 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -3041503.750000 Penalty: 5075.945801
	Iteration 5F: 3 clusters Score -3041504 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -3042478.500000 Penalty: 5075.945801
	Iteration 6F: 3 clusters Score -3042478 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -3043499.750000 Penalty: 5075.945801
	Iteration 7F: 3 clusters Score -3043500 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -3044462.000000 Penalty: 5075.945801
	Iteration 8F: 3 clusters Score -3044462 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -3045323.750000 Penalty: 5075.945801
	Iteration 9Q: 3 clusters Score -3045324 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -3046098.250000 Penalty: 5075.945801
	Iteration 10Q: 3 clusters Score -3046098 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -3046726.750000 Penalty: 5075.945801
	Iteration 11Q: 3 clusters Score -3046727 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3047293.500000 Penalty: 5075.945801
	Iteration 12Q: 3 clusters Score -3047294 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3047755.500000 Penalty: 5075.945801
	Iteration 13Q: 3 clusters Score -3047756 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3048112.750000 Penalty: 5075.945801
	Iteration 14Q: 3 clusters Score -3048113 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3048409.500000 Penalty: 5075.945801
	Iteration 15Q: 3 clusters Score -3048410 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3048647.250000 Penalty: 5075.945801
	Iteration 16Q: 3 clusters Score -3048647 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3048841.250000 Penalty: 5075.945801
	Iteration 17Q: 3 clusters Score -3048841 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3048961.500000 Penalty: 5075.945801
	Iteration 18Q: 3 clusters Score -3048962 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3049037.750000 Penalty: 5075.945801
	Iteration 19Q: 3 clusters Score -3049038 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3049085.750000 Penalty: 5075.945801
	Iteration 20F: 3 clusters Score -3049086 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3049116.500000 Penalty: 5075.945801
	Iteration 21Q: 3 clusters Score -3049116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3049129.250000 Penalty: 5075.945801
	Iteration 22Q: 3 clusters Score -3049129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3049154.250000 Penalty: 5075.945801
	Iteration 23Q: 3 clusters Score -3049154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3049162.250000 Penalty: 5075.945801
	Iteration 24Q: 3 clusters Score -3049162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3049182.750000 Penalty: 5075.945801
	Iteration 25Q: 3 clusters Score -3049183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3049186.500000 Penalty: 5075.945801
	Iteration 26Q: 3 clusters Score -3049186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3049189.000000 Penalty: 5075.945801
	Iteration 27Q: 3 clusters Score -3049189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3049209.250000 Penalty: 5075.945801
	Iteration 28Q: 3 clusters Score -3049209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3049218.000000 Penalty: 5075.945801
	Iteration 29Q: 3 clusters Score -3049218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3049227.750000 Penalty: 5075.945801
	Iteration 30Q: 3 clusters Score -3049228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3049229.000000 Penalty: 5075.945801
	Iteration 31Q: 3 clusters Score -3049229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3049235.250000 Penalty: 5075.945801
	Iteration 32Q: 3 clusters Score -3049235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3049236.500000 Penalty: 5075.945801
	Iteration 33Q: 3 clusters Score -3049236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3049239.000000 Penalty: 5075.945801
	Iteration 34Q: 3 clusters Score -3049239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3049238.250000 Penalty: 5075.945801
	Iteration 35Q: 3 clusters Score -3049238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3049238.500000 Penalty: 5075.945801
	Iteration 36Q: 3 clusters Score -3049238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3049238.250000 Penalty: 5075.945801
	Iteration 37Q: 3 clusters Score -3049238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3049238.750000 Penalty: 5075.945801
	Iteration 38Q: 3 clusters Score -3049239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3049237.250000 Penalty: 5075.945801
	Iteration 39Q: 3 clusters Score -3049237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3049237.250000 Penalty: 5075.945801
	Iteration 40F: 3 clusters Score -3049237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Entering Unmasked Estep 
Score: -1416423.750000 Penalty: 2382.827637
	Iteration 0F: 2 clusters Score -1416424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1405629.500000 Penalty: 4765.655273
	Iteration 0F: 3 clusters Score -1405630 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1409181.125000 Penalty: 4765.655273
	Iteration 1F: 3 clusters Score -1409181 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1409618.000000 Penalty: 4765.655273
	Iteration 2F: 3 clusters Score -1409618 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1409996.375000 Penalty: 4765.655273
	Iteration 3F: 3 clusters Score -1409996 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1410394.250000 Penalty: 4765.655273
	Iteration 4Q: 3 clusters Score -1410394 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1410862.750000 Penalty: 4765.655273
	Iteration 5F: 3 clusters Score -1410863 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1411408.500000 Penalty: 4765.655273
	Iteration 6F: 3 clusters Score -1411408 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1411934.250000 Penalty: 4765.655273
	Iteration 7F: 3 clusters Score -1411934 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1412421.375000 Penalty: 4765.655273
	Iteration 8Q: 3 clusters Score -1412421 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1412833.625000 Penalty: 4765.655273
	Iteration 9Q: 3 clusters Score -1412834 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1413192.625000 Penalty: 4765.655273
	Iteration 10Q: 3 clusters Score -1413193 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1413457.000000 Penalty: 4765.655273
	Iteration 11Q: 3 clusters Score -1413457 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1413690.500000 Penalty: 4765.655273
	Iteration 12Q: 3 clusters Score -1413690 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1413846.375000 Penalty: 4765.655273
	Iteration 13Q: 3 clusters Score -1413846 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1413952.625000 Penalty: 4765.655273
	Iteration 14Q: 3 clusters Score -1413953 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1414042.875000 Penalty: 4765.655273
	Iteration 15Q: 3 clusters Score -1414043 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1414133.875000 Penalty: 4765.655273
	Iteration 16Q: 3 clusters Score -1414134 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1414220.875000 Penalty: 4765.655273
	Iteration 17Q: 3 clusters Score -1414221 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1414311.125000 Penalty: 4765.655273
	Iteration 18Q: 3 clusters Score -1414311 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1414406.750000 Penalty: 4765.655273
	Iteration 19Q: 3 clusters Score -1414407 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1414520.250000 Penalty: 4765.655273
	Iteration 20F: 3 clusters Score -1414520 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1414644.750000 Penalty: 4765.655273
	Iteration 21Q: 3 clusters Score -1414645 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1414801.750000 Penalty: 4765.655273
	Iteration 22Q: 3 clusters Score -1414802 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1414943.750000 Penalty: 4765.655273
	Iteration 23Q: 3 clusters Score -1414944 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1415053.500000 Penalty: 4765.655273
	Iteration 24Q: 3 clusters Score -1415054 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1415151.750000 Penalty: 4765.655273
	Iteration 25Q: 3 clusters Score -1415152 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1415250.750000 Penalty: 4765.655273
	Iteration 26Q: 3 clusters Score -1415251 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1415330.250000 Penalty: 4765.655273
	Iteration 27Q: 3 clusters Score -1415330 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1415401.500000 Penalty: 4765.655273
	Iteration 28Q: 3 clusters Score -1415402 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1415441.750000 Penalty: 4765.655273
	Iteration 29Q: 3 clusters Score -1415442 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1415482.625000 Penalty: 4765.655273
	Iteration 30Q: 3 clusters Score -1415483 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1415512.125000 Penalty: 4765.655273
	Iteration 31Q: 3 clusters Score -1415512 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1415538.750000 Penalty: 4765.655273
	Iteration 32Q: 3 clusters Score -1415539 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1415551.000000 Penalty: 4765.655273
	Iteration 33Q: 3 clusters Score -1415551 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1415563.250000 Penalty: 4765.655273
	Iteration 34Q: 3 clusters Score -1415563 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1415565.500000 Penalty: 4765.655273
	Iteration 35Q: 3 clusters Score -1415566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1415578.500000 Penalty: 4765.655273
	Iteration 36Q: 3 clusters Score -1415578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1415575.500000 Penalty: 4765.655273
	Iteration 37Q: 3 clusters Score -1415576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1415579.625000 Penalty: 4765.655273
	Iteration 38Q: 3 clusters Score -1415580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1415582.125000 Penalty: 4765.655273
	Iteration 39Q: 3 clusters Score -1415582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1415585.500000 Penalty: 4765.655273
	Iteration 40F: 3 clusters Score -1415586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1415585.250000 Penalty: 4765.655273
	Iteration 41Q: 3 clusters Score -1415585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1415588.125000 Penalty: 4765.655273
	Iteration 42Q: 3 clusters Score -1415588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1415586.250000 Penalty: 4765.655273
	Iteration 43Q: 3 clusters Score -1415586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1415588.875000 Penalty: 4765.655273
	Iteration 44Q: 3 clusters Score -1415589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1415589.875000 Penalty: 4765.655273
	Iteration 45Q: 3 clusters Score -1415590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1415597.875000 Penalty: 4765.655273
	Iteration 46Q: 3 clusters Score -1415598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1415598.625000 Penalty: 4765.655273
	Iteration 47Q: 3 clusters Score -1415599 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1415603.375000 Penalty: 4765.655273
	Iteration 48Q: 3 clusters Score -1415603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1415607.625000 Penalty: 4765.655273
	Iteration 49Q: 3 clusters Score -1415608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1415610.125000 Penalty: 4765.655273
	Iteration 50Q: 3 clusters Score -1415610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1415608.875000 Penalty: 4765.655273
	Iteration 51Q: 3 clusters Score -1415609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1415611.375000 Penalty: 4765.655273
	Iteration 52Q: 3 clusters Score -1415611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1415610.250000 Penalty: 4765.655273
	Iteration 53Q: 3 clusters Score -1415610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1415610.000000 Penalty: 4765.655273
	Iteration 54Q: 3 clusters Score -1415610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1415611.000000 Penalty: 4765.655273
	Iteration 55Q: 3 clusters Score -1415611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1415610.000000 Penalty: 4765.655273
	Iteration 56Q: 3 clusters Score -1415610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1415611.125000 Penalty: 4765.655273
	Iteration 57Q: 3 clusters Score -1415611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1415608.750000 Penalty: 4765.655273
	Iteration 58Q: 3 clusters Score -1415609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1415611.750000 Penalty: 4765.655273
	Iteration 59Q: 3 clusters Score -1415612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1415610.625000 Penalty: 4765.655273
	Iteration 60F: 3 clusters Score -1415611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1415608.750000 Penalty: 4765.655273
	Iteration 61Q: 3 clusters Score -1415609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1415608.750000 Penalty: 4765.655273
	Iteration 62Q: 3 clusters Score -1415609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1415610.750000 Penalty: 4765.655273
	Iteration 63Q: 3 clusters Score -1415611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1415611.875000 Penalty: 4765.655273
	Iteration 64Q: 3 clusters Score -1415612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1415611.875000 Penalty: 4765.655273
	Iteration 65F: 3 clusters Score -1415612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Entering Unmasked Estep 
Score: -1293180.000000 Penalty: 2352.960938
	Iteration 0F: 2 clusters Score -1293180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1283462.250000 Penalty: 4705.921875
	Iteration 0F: 3 clusters Score -1283462 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1286485.500000 Penalty: 4705.921875
	Iteration 1F: 3 clusters Score -1286486 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1287009.375000 Penalty: 4705.921875
	Iteration 2F: 3 clusters Score -1287009 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1287503.375000 Penalty: 4705.921875
	Iteration 3F: 3 clusters Score -1287503 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1287985.625000 Penalty: 4705.921875
	Iteration 4F: 3 clusters Score -1287986 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1288507.625000 Penalty: 4705.921875
	Iteration 5F: 3 clusters Score -1288508 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1289074.375000 Penalty: 4705.921875
	Iteration 6F: 3 clusters Score -1289074 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1289681.125000 Penalty: 4705.921875
	Iteration 7F: 3 clusters Score -1289681 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1290194.750000 Penalty: 4705.921875
	Iteration 8Q: 3 clusters Score -1290195 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1290672.125000 Penalty: 4705.921875
	Iteration 9Q: 3 clusters Score -1290672 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1290995.875000 Penalty: 4705.921875
	Iteration 10Q: 3 clusters Score -1290996 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1291186.250000 Penalty: 4705.921875
	Iteration 11Q: 3 clusters Score -1291186 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1291287.875000 Penalty: 4705.921875
	Iteration 12Q: 3 clusters Score -1291288 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1291361.125000 Penalty: 4705.921875
	Iteration 13Q: 3 clusters Score -1291361 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1291412.875000 Penalty: 4705.921875
	Iteration 14Q: 3 clusters Score -1291413 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1291455.625000 Penalty: 4705.921875
	Iteration 15Q: 3 clusters Score -1291456 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1291482.375000 Penalty: 4705.921875
	Iteration 16Q: 3 clusters Score -1291482 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1291500.000000 Penalty: 4705.921875
	Iteration 17Q: 3 clusters Score -1291500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1291510.750000 Penalty: 4705.921875
	Iteration 18Q: 3 clusters Score -1291511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1291516.375000 Penalty: 4705.921875
	Iteration 19Q: 3 clusters Score -1291516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1291522.750000 Penalty: 4705.921875
	Iteration 20F: 3 clusters Score -1291523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1291530.625000 Penalty: 4705.921875
	Iteration 21Q: 3 clusters Score -1291531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1291530.500000 Penalty: 4705.921875
	Iteration 22Q: 3 clusters Score -1291530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1291531.750000 Penalty: 4705.921875
	Iteration 23Q: 3 clusters Score -1291532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1291531.250000 Penalty: 4705.921875
	Iteration 24Q: 3 clusters Score -1291531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1291531.250000 Penalty: 4705.921875
	Iteration 25F: 3 clusters Score -1291531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Entering Unmasked Estep 
Score: -1145201.000000 Penalty: 2304.464844
	Iteration 0F: 2 clusters Score -1145201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1137063.875000 Penalty: 4608.929688
	Iteration 0F: 3 clusters Score -1137064 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1139500.375000 Penalty: 4608.929688
	Iteration 1F: 3 clusters Score -1139500 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1139875.750000 Penalty: 4608.929688
	Iteration 2F: 3 clusters Score -1139876 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1140211.250000 Penalty: 4608.929688
	Iteration 3F: 3 clusters Score -1140211 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1140652.250000 Penalty: 4608.929688
	Iteration 4F: 3 clusters Score -1140652 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1141228.625000 Penalty: 4608.929688
	Iteration 5F: 3 clusters Score -1141229 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1141773.000000 Penalty: 4608.929688
	Iteration 6F: 3 clusters Score -1141773 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1142183.750000 Penalty: 4608.929688
	Iteration 7F: 3 clusters Score -1142184 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1142526.500000 Penalty: 4608.929688
	Iteration 8Q: 3 clusters Score -1142526 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1142774.750000 Penalty: 4608.929688
	Iteration 9Q: 3 clusters Score -1142775 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1142922.000000 Penalty: 4608.929688
	Iteration 10Q: 3 clusters Score -1142922 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1143036.750000 Penalty: 4608.929688
	Iteration 11Q: 3 clusters Score -1143037 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1143137.000000 Penalty: 4608.929688
	Iteration 12Q: 3 clusters Score -1143137 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1143242.250000 Penalty: 4608.929688
	Iteration 13Q: 3 clusters Score -1143242 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1143335.000000 Penalty: 4608.929688
	Iteration 14Q: 3 clusters Score -1143335 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1143399.250000 Penalty: 4608.929688
	Iteration 15Q: 3 clusters Score -1143399 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1143447.125000 Penalty: 4608.929688
	Iteration 16Q: 3 clusters Score -1143447 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1143480.875000 Penalty: 4608.929688
	Iteration 17Q: 3 clusters Score -1143481 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1143508.000000 Penalty: 4608.929688
	Iteration 18Q: 3 clusters Score -1143508 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1143532.875000 Penalty: 4608.929688
	Iteration 19Q: 3 clusters Score -1143533 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1143556.375000 Penalty: 4608.929688
	Iteration 20F: 3 clusters Score -1143556 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1143576.000000 Penalty: 4608.929688
	Iteration 21Q: 3 clusters Score -1143576 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1143595.250000 Penalty: 4608.929688
	Iteration 22Q: 3 clusters Score -1143595 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1143613.625000 Penalty: 4608.929688
	Iteration 23Q: 3 clusters Score -1143614 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1143627.625000 Penalty: 4608.929688
	Iteration 24Q: 3 clusters Score -1143628 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1143640.500000 Penalty: 4608.929688
	Iteration 25Q: 3 clusters Score -1143640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1143647.250000 Penalty: 4608.929688
	Iteration 26Q: 3 clusters Score -1143647 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1143657.250000 Penalty: 4608.929688
	Iteration 27Q: 3 clusters Score -1143657 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1143668.250000 Penalty: 4608.929688
	Iteration 28Q: 3 clusters Score -1143668 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1143682.500000 Penalty: 4608.929688
	Iteration 29Q: 3 clusters Score -1143682 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1143692.250000 Penalty: 4608.929688
	Iteration 30Q: 3 clusters Score -1143692 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1143704.500000 Penalty: 4608.929688
	Iteration 31Q: 3 clusters Score -1143704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1143714.000000 Penalty: 4608.929688
	Iteration 32Q: 3 clusters Score -1143714 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1143724.000000 Penalty: 4608.929688
	Iteration 33Q: 3 clusters Score -1143724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1143734.375000 Penalty: 4608.929688
	Iteration 34Q: 3 clusters Score -1143734 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1143739.750000 Penalty: 4608.929688
	Iteration 35Q: 3 clusters Score -1143740 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1143750.000000 Penalty: 4608.929688
	Iteration 36Q: 3 clusters Score -1143750 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1143763.375000 Penalty: 4608.929688
	Iteration 37Q: 3 clusters Score -1143763 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1143779.375000 Penalty: 4608.929688
	Iteration 38Q: 3 clusters Score -1143779 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1143791.625000 Penalty: 4608.929688
	Iteration 39Q: 3 clusters Score -1143792 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1143802.375000 Penalty: 4608.929688
	Iteration 40F: 3 clusters Score -1143802 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1143813.500000 Penalty: 4608.929688
	Iteration 41Q: 3 clusters Score -1143814 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1143823.000000 Penalty: 4608.929688
	Iteration 42Q: 3 clusters Score -1143823 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1143837.750000 Penalty: 4608.929688
	Iteration 43Q: 3 clusters Score -1143838 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1143845.250000 Penalty: 4608.929688
	Iteration 44Q: 3 clusters Score -1143845 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1143855.375000 Penalty: 4608.929688
	Iteration 45Q: 3 clusters Score -1143855 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1143865.000000 Penalty: 4608.929688
	Iteration 46Q: 3 clusters Score -1143865 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1143868.500000 Penalty: 4608.929688
	Iteration 47Q: 3 clusters Score -1143868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1143875.500000 Penalty: 4608.929688
	Iteration 48Q: 3 clusters Score -1143876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1143885.125000 Penalty: 4608.929688
	Iteration 49Q: 3 clusters Score -1143885 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1143895.625000 Penalty: 4608.929688
	Iteration 50Q: 3 clusters Score -1143896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1143898.625000 Penalty: 4608.929688
	Iteration 51Q: 3 clusters Score -1143899 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1143900.875000 Penalty: 4608.929688
	Iteration 52Q: 3 clusters Score -1143901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1143907.875000 Penalty: 4608.929688
	Iteration 53Q: 3 clusters Score -1143908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1143912.375000 Penalty: 4608.929688
	Iteration 54Q: 3 clusters Score -1143912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1143917.875000 Penalty: 4608.929688
	Iteration 55Q: 3 clusters Score -1143918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1143926.625000 Penalty: 4608.929688
	Iteration 56Q: 3 clusters Score -1143927 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1143934.500000 Penalty: 4608.929688
	Iteration 57Q: 3 clusters Score -1143934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1143943.000000 Penalty: 4608.929688
	Iteration 58Q: 3 clusters Score -1143943 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1143947.875000 Penalty: 4608.929688
	Iteration 59Q: 3 clusters Score -1143948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1143963.875000 Penalty: 4608.929688
	Iteration 60F: 3 clusters Score -1143964 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1143978.000000 Penalty: 4608.929688
	Iteration 61Q: 3 clusters Score -1143978 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1144012.125000 Penalty: 4608.929688
	Iteration 62Q: 3 clusters Score -1144012 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1144077.250000 Penalty: 4608.929688
	Iteration 63Q: 3 clusters Score -1144077 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1144281.750000 Penalty: 4608.929688
	Iteration 64Q: 3 clusters Score -1144282 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1144597.500000 Penalty: 4608.929688
	Iteration 65Q: 3 clusters Score -1144598 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1144716.250000 Penalty: 4608.929688
	Iteration 66Q: 3 clusters Score -1144716 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1144743.250000 Penalty: 4608.929688
	Iteration 67Q: 3 clusters Score -1144743 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1144756.000000 Penalty: 4608.929688
	Iteration 68Q: 3 clusters Score -1144756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1144762.750000 Penalty: 4608.929688
	Iteration 69Q: 3 clusters Score -1144763 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1144768.750000 Penalty: 4608.929688
	Iteration 70Q: 3 clusters Score -1144769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1144771.750000 Penalty: 4608.929688
	Iteration 71Q: 3 clusters Score -1144772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1144772.000000 Penalty: 4608.929688
	Iteration 72Q: 3 clusters Score -1144772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1144772.875000 Penalty: 4608.929688
	Iteration 73Q: 3 clusters Score -1144773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1144775.500000 Penalty: 4608.929688
	Iteration 74Q: 3 clusters Score -1144776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1144775.750000 Penalty: 4608.929688
	Iteration 75Q: 3 clusters Score -1144776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1144775.625000 Penalty: 4608.929688
	Iteration 76Q: 3 clusters Score -1144776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1144775.375000 Penalty: 4608.929688
	Iteration 77Q: 3 clusters Score -1144775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1144776.000000 Penalty: 4608.929688
	Iteration 78Q: 3 clusters Score -1144776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1144775.750000 Penalty: 4608.929688
	Iteration 79Q: 3 clusters Score -1144776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1144776.375000 Penalty: 4608.929688
	Iteration 80F: 3 clusters Score -1144776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1144774.875000 Penalty: 4608.929688
	Iteration 81Q: 3 clusters Score -1144775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1144774.875000 Penalty: 4608.929688
	Iteration 82F: 3 clusters Score -1144775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (13053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Entering Unmasked Estep 
Score: -931846.375000 Penalty: 2350.239746
	Iteration 0F: 2 clusters Score -931846.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -922277.187500 Penalty: 4700.479492
	Iteration 0F: 3 clusters Score -922277.2 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -925442.500000 Penalty: 4700.479492
	Iteration 1F: 3 clusters Score -925442.5 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -925941.437500 Penalty: 4700.479492
	Iteration 2F: 3 clusters Score -925941.4 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -926374.500000 Penalty: 4700.479492
	Iteration 3F: 3 clusters Score -926374.5 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -926733.625000 Penalty: 4700.479492
	Iteration 4F: 3 clusters Score -926733.6 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -927047.062500 Penalty: 4700.479492
	Iteration 5Q: 3 clusters Score -927047.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -927311.375000 Penalty: 4700.479492
	Iteration 6Q: 3 clusters Score -927311.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -927534.812500 Penalty: 4700.479492
	Iteration 7Q: 3 clusters Score -927534.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -927734.500000 Penalty: 4700.479492
	Iteration 8Q: 3 clusters Score -927734.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -927925.750000 Penalty: 4700.479492
	Iteration 9Q: 3 clusters Score -927925.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -928090.375000 Penalty: 4700.479492
	Iteration 10Q: 3 clusters Score -928090.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -928199.812500 Penalty: 4700.479492
	Iteration 11Q: 3 clusters Score -928199.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -928295.625000 Penalty: 4700.479492
	Iteration 12Q: 3 clusters Score -928295.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -928375.625000 Penalty: 4700.479492
	Iteration 13Q: 3 clusters Score -928375.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -928440.250000 Penalty: 4700.479492
	Iteration 14Q: 3 clusters Score -928440.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -928495.187500 Penalty: 4700.479492
	Iteration 15Q: 3 clusters Score -928495.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -928542.375000 Penalty: 4700.479492
	Iteration 16Q: 3 clusters Score -928542.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -928590.375000 Penalty: 4700.479492
	Iteration 17Q: 3 clusters Score -928590.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -928635.750000 Penalty: 4700.479492
	Iteration 18Q: 3 clusters Score -928635.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -928678.937500 Penalty: 4700.479492
	Iteration 19Q: 3 clusters Score -928678.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -928727.812500 Penalty: 4700.479492
	Iteration 20F: 3 clusters Score -928727.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -928763.937500 Penalty: 4700.479492
	Iteration 21Q: 3 clusters Score -928763.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -928796.312500 Penalty: 4700.479492
	Iteration 22Q: 3 clusters Score -928796.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -928835.000000 Penalty: 4700.479492
	Iteration 23Q: 3 clusters Score -928835 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -928871.000000 Penalty: 4700.479492
	Iteration 24Q: 3 clusters Score -928871 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -928908.562500 Penalty: 4700.479492
	Iteration 25Q: 3 clusters Score -928908.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -928938.687500 Penalty: 4700.479492
	Iteration 26Q: 3 clusters Score -928938.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -928967.875000 Penalty: 4700.479492
	Iteration 27Q: 3 clusters Score -928967.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -928992.937500 Penalty: 4700.479492
	Iteration 28Q: 3 clusters Score -928992.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -929026.875000 Penalty: 4700.479492
	Iteration 29Q: 3 clusters Score -929026.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -929058.250000 Penalty: 4700.479492
	Iteration 30Q: 3 clusters Score -929058.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -929091.875000 Penalty: 4700.479492
	Iteration 31Q: 3 clusters Score -929091.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -929117.437500 Penalty: 4700.479492
	Iteration 32Q: 3 clusters Score -929117.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -929141.000000 Penalty: 4700.479492
	Iteration 33Q: 3 clusters Score -929141 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -929160.312500 Penalty: 4700.479492
	Iteration 34Q: 3 clusters Score -929160.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -929179.500000 Penalty: 4700.479492
	Iteration 35Q: 3 clusters Score -929179.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -929196.000000 Penalty: 4700.479492
	Iteration 36Q: 3 clusters Score -929196 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -929210.125000 Penalty: 4700.479492
	Iteration 37Q: 3 clusters Score -929210.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -929225.125000 Penalty: 4700.479492
	Iteration 38Q: 3 clusters Score -929225.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -929241.750000 Penalty: 4700.479492
	Iteration 39Q: 3 clusters Score -929241.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -929255.375000 Penalty: 4700.479492
	Iteration 40F: 3 clusters Score -929255.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -929277.125000 Penalty: 4700.479492
	Iteration 41Q: 3 clusters Score -929277.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -929298.750000 Penalty: 4700.479492
	Iteration 42Q: 3 clusters Score -929298.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -929319.562500 Penalty: 4700.479492
	Iteration 43Q: 3 clusters Score -929319.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -929343.687500 Penalty: 4700.479492
	Iteration 44Q: 3 clusters Score -929343.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -929373.375000 Penalty: 4700.479492
	Iteration 45Q: 3 clusters Score -929373.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -929405.187500 Penalty: 4700.479492
	Iteration 46Q: 3 clusters Score -929405.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -929431.437500 Penalty: 4700.479492
	Iteration 47Q: 3 clusters Score -929431.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -929462.562500 Penalty: 4700.479492
	Iteration 48Q: 3 clusters Score -929462.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -929502.187500 Penalty: 4700.479492
	Iteration 49Q: 3 clusters Score -929502.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -929534.875000 Penalty: 4700.479492
	Iteration 50Q: 3 clusters Score -929534.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -929579.812500 Penalty: 4700.479492
	Iteration 51Q: 3 clusters Score -929579.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -929632.750000 Penalty: 4700.479492
	Iteration 52Q: 3 clusters Score -929632.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -929700.625000 Penalty: 4700.479492
	Iteration 53Q: 3 clusters Score -929700.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -929775.500000 Penalty: 4700.479492
	Iteration 54Q: 3 clusters Score -929775.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -929849.250000 Penalty: 4700.479492
	Iteration 55Q: 3 clusters Score -929849.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -929937.250000 Penalty: 4700.479492
	Iteration 56Q: 3 clusters Score -929937.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -930026.750000 Penalty: 4700.479492
	Iteration 57Q: 3 clusters Score -930026.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -930124.437500 Penalty: 4700.479492
	Iteration 58Q: 3 clusters Score -930124.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -930203.562500 Penalty: 4700.479492
	Iteration 59Q: 3 clusters Score -930203.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -930273.375000 Penalty: 4700.479492
	Iteration 60F: 3 clusters Score -930273.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -930333.187500 Penalty: 4700.479492
	Iteration 61Q: 3 clusters Score -930333.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -930375.875000 Penalty: 4700.479492
	Iteration 62Q: 3 clusters Score -930375.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -930415.812500 Penalty: 4700.479492
	Iteration 63Q: 3 clusters Score -930415.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -930436.125000 Penalty: 4700.479492
	Iteration 64Q: 3 clusters Score -930436.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -930450.125000 Penalty: 4700.479492
	Iteration 65Q: 3 clusters Score -930450.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -930466.500000 Penalty: 4700.479492
	Iteration 66Q: 3 clusters Score -930466.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -930479.500000 Penalty: 4700.479492
	Iteration 67Q: 3 clusters Score -930479.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -930492.875000 Penalty: 4700.479492
	Iteration 68Q: 3 clusters Score -930492.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -930501.500000 Penalty: 4700.479492
	Iteration 69Q: 3 clusters Score -930501.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -930507.937500 Penalty: 4700.479492
	Iteration 70Q: 3 clusters Score -930507.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -930514.125000 Penalty: 4700.479492
	Iteration 71Q: 3 clusters Score -930514.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -930515.687500 Penalty: 4700.479492
	Iteration 72Q: 3 clusters Score -930515.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -930520.687500 Penalty: 4700.479492
	Iteration 73Q: 3 clusters Score -930520.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -930521.687500 Penalty: 4700.479492
	Iteration 74Q: 3 clusters Score -930521.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -930519.750000 Penalty: 4700.479492
	Iteration 75Q: 3 clusters Score -930519.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -930519.500000 Penalty: 4700.479492
	Iteration 76Q: 3 clusters Score -930519.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -930522.750000 Penalty: 4700.479492
	Iteration 77Q: 3 clusters Score -930522.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -930522.812500 Penalty: 4700.479492
	Iteration 78Q: 3 clusters Score -930522.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -930521.687500 Penalty: 4700.479492
	Iteration 79Q: 3 clusters Score -930521.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -930524.062500 Penalty: 4700.479492
	Iteration 80F: 3 clusters Score -930524.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -930523.562500 Penalty: 4700.479492
	Iteration 81Q: 3 clusters Score -930523.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -930524.625000 Penalty: 4700.479492
	Iteration 82Q: 3 clusters Score -930524.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -930523.000000 Penalty: 4700.479492
	Iteration 83Q: 3 clusters Score -930523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -930523.000000 Penalty: 4700.479492
	Iteration 84F: 3 clusters Score -930523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Entering Unmasked Estep 
Score: -1315345.875000 Penalty: 2356.320557
	Iteration 0F: 2 clusters Score -1315346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1305526.250000 Penalty: 4712.641113
	Iteration 0F: 3 clusters Score -1305526 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1308747.125000 Penalty: 4712.641113
	Iteration 1F: 3 clusters Score -1308747 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1309268.625000 Penalty: 4712.641113
	Iteration 2F: 3 clusters Score -1309269 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1309753.375000 Penalty: 4712.641113
	Iteration 3F: 3 clusters Score -1309753 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1310212.375000 Penalty: 4712.641113
	Iteration 4F: 3 clusters Score -1310212 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1310567.000000 Penalty: 4712.641113
	Iteration 5Q: 3 clusters Score -1310567 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1310865.125000 Penalty: 4712.641113
	Iteration 6Q: 3 clusters Score -1310865 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1311118.000000 Penalty: 4712.641113
	Iteration 7Q: 3 clusters Score -1311118 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1311345.875000 Penalty: 4712.641113
	Iteration 8Q: 3 clusters Score -1311346 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1311544.000000 Penalty: 4712.641113
	Iteration 9Q: 3 clusters Score -1311544 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1311745.625000 Penalty: 4712.641113
	Iteration 10Q: 3 clusters Score -1311746 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1311940.000000 Penalty: 4712.641113
	Iteration 11Q: 3 clusters Score -1311940 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1312142.500000 Penalty: 4712.641113
	Iteration 12Q: 3 clusters Score -1312142 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1312333.875000 Penalty: 4712.641113
	Iteration 13Q: 3 clusters Score -1312334 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1312504.750000 Penalty: 4712.641113
	Iteration 14Q: 3 clusters Score -1312505 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1312652.625000 Penalty: 4712.641113
	Iteration 15Q: 3 clusters Score -1312653 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1312776.625000 Penalty: 4712.641113
	Iteration 16Q: 3 clusters Score -1312777 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1312898.250000 Penalty: 4712.641113
	Iteration 17Q: 3 clusters Score -1312898 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1312988.875000 Penalty: 4712.641113
	Iteration 18Q: 3 clusters Score -1312989 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1313079.500000 Penalty: 4712.641113
	Iteration 19Q: 3 clusters Score -1313080 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1313143.375000 Penalty: 4712.641113
	Iteration 20F: 3 clusters Score -1313143 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1313198.125000 Penalty: 4712.641113
	Iteration 21Q: 3 clusters Score -1313198 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1313250.625000 Penalty: 4712.641113
	Iteration 22Q: 3 clusters Score -1313251 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1313288.000000 Penalty: 4712.641113
	Iteration 23Q: 3 clusters Score -1313288 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1313334.375000 Penalty: 4712.641113
	Iteration 24Q: 3 clusters Score -1313334 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1313378.500000 Penalty: 4712.641113
	Iteration 25Q: 3 clusters Score -1313378 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1313420.000000 Penalty: 4712.641113
	Iteration 26Q: 3 clusters Score -1313420 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1313453.750000 Penalty: 4712.641113
	Iteration 27Q: 3 clusters Score -1313454 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1313485.125000 Penalty: 4712.641113
	Iteration 28Q: 3 clusters Score -1313485 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1313505.500000 Penalty: 4712.641113
	Iteration 29Q: 3 clusters Score -1313506 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1313522.000000 Penalty: 4712.641113
	Iteration 30Q: 3 clusters Score -1313522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1313537.625000 Penalty: 4712.641113
	Iteration 31Q: 3 clusters Score -1313538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1313550.375000 Penalty: 4712.641113
	Iteration 32Q: 3 clusters Score -1313550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1313559.125000 Penalty: 4712.641113
	Iteration 33Q: 3 clusters Score -1313559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1313571.375000 Penalty: 4712.641113
	Iteration 34Q: 3 clusters Score -1313571 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1313579.250000 Penalty: 4712.641113
	Iteration 35Q: 3 clusters Score -1313579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1313582.000000 Penalty: 4712.641113
	Iteration 36Q: 3 clusters Score -1313582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1313587.250000 Penalty: 4712.641113
	Iteration 37Q: 3 clusters Score -1313587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1313590.625000 Penalty: 4712.641113
	Iteration 38Q: 3 clusters Score -1313591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1313592.375000 Penalty: 4712.641113
	Iteration 39Q: 3 clusters Score -1313592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1313596.250000 Penalty: 4712.641113
	Iteration 40F: 3 clusters Score -1313596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1313596.500000 Penalty: 4712.641113
	Iteration 41Q: 3 clusters Score -1313596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1313603.375000 Penalty: 4712.641113
	Iteration 42Q: 3 clusters Score -1313603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1313608.375000 Penalty: 4712.641113
	Iteration 43Q: 3 clusters Score -1313608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1313609.625000 Penalty: 4712.641113
	Iteration 44Q: 3 clusters Score -1313610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1313607.125000 Penalty: 4712.641113
	Iteration 45Q: 3 clusters Score -1313607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1313609.000000 Penalty: 4712.641113
	Iteration 46Q: 3 clusters Score -1313609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1313615.750000 Penalty: 4712.641113
	Iteration 47Q: 3 clusters Score -1313616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1313618.250000 Penalty: 4712.641113
	Iteration 48Q: 3 clusters Score -1313618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1313620.750000 Penalty: 4712.641113
	Iteration 49Q: 3 clusters Score -1313621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1313623.375000 Penalty: 4712.641113
	Iteration 50Q: 3 clusters Score -1313623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1313620.375000 Penalty: 4712.641113
	Iteration 51Q: 3 clusters Score -1313620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1313621.500000 Penalty: 4712.641113
	Iteration 52Q: 3 clusters Score -1313622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1313621.500000 Penalty: 4712.641113
	Iteration 53Q: 3 clusters Score -1313622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1313621.500000 Penalty: 4712.641113
	Iteration 54F: 3 clusters Score -1313622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (14886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Entering Unmasked Estep 
Score: -1576689.750000 Penalty: 2382.827637
	Iteration 0F: 2 clusters Score -1576690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1565875.125000 Penalty: 4765.655273
	Iteration 0F: 3 clusters Score -1565875 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1569357.125000 Penalty: 4765.655273
	Iteration 1F: 3 clusters Score -1569357 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1569727.875000 Penalty: 4765.655273
	Iteration 2F: 3 clusters Score -1569728 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1570033.375000 Penalty: 4765.655273
	Iteration 3F: 3 clusters Score -1570033 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1570351.500000 Penalty: 4765.655273
	Iteration 4Q: 3 clusters Score -1570352 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1570698.250000 Penalty: 4765.655273
	Iteration 5Q: 3 clusters Score -1570698 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1571114.125000 Penalty: 4765.655273
	Iteration 6Q: 3 clusters Score -1571114 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1571548.125000 Penalty: 4765.655273
	Iteration 7Q: 3 clusters Score -1571548 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1572029.875000 Penalty: 4765.655273
	Iteration 8Q: 3 clusters Score -1572030 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1572487.250000 Penalty: 4765.655273
	Iteration 9Q: 3 clusters Score -1572487 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1572853.875000 Penalty: 4765.655273
	Iteration 10Q: 3 clusters Score -1572854 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1573153.375000 Penalty: 4765.655273
	Iteration 11Q: 3 clusters Score -1573153 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1573398.875000 Penalty: 4765.655273
	Iteration 12Q: 3 clusters Score -1573399 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1573622.500000 Penalty: 4765.655273
	Iteration 13Q: 3 clusters Score -1573622 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1573838.750000 Penalty: 4765.655273
	Iteration 14Q: 3 clusters Score -1573839 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1574028.125000 Penalty: 4765.655273
	Iteration 15Q: 3 clusters Score -1574028 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1574165.250000 Penalty: 4765.655273
	Iteration 16Q: 3 clusters Score -1574165 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1574270.875000 Penalty: 4765.655273
	Iteration 17Q: 3 clusters Score -1574271 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1574368.250000 Penalty: 4765.655273
	Iteration 18Q: 3 clusters Score -1574368 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1574449.000000 Penalty: 4765.655273
	Iteration 19Q: 3 clusters Score -1574449 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1574553.000000 Penalty: 4765.655273
	Iteration 20F: 3 clusters Score -1574553 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1574653.500000 Penalty: 4765.655273
	Iteration 21Q: 3 clusters Score -1574654 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1574721.500000 Penalty: 4765.655273
	Iteration 22Q: 3 clusters Score -1574722 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1574765.625000 Penalty: 4765.655273
	Iteration 23Q: 3 clusters Score -1574766 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1574813.375000 Penalty: 4765.655273
	Iteration 24Q: 3 clusters Score -1574813 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1574850.000000 Penalty: 4765.655273
	Iteration 25Q: 3 clusters Score -1574850 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1574869.875000 Penalty: 4765.655273
	Iteration 26Q: 3 clusters Score -1574870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1574892.875000 Penalty: 4765.655273
	Iteration 27Q: 3 clusters Score -1574893 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1574919.000000 Penalty: 4765.655273
	Iteration 28Q: 3 clusters Score -1574919 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1574934.625000 Penalty: 4765.655273
	Iteration 29Q: 3 clusters Score -1574935 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1574958.750000 Penalty: 4765.655273
	Iteration 30Q: 3 clusters Score -1574959 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1574986.000000 Penalty: 4765.655273
	Iteration 31Q: 3 clusters Score -1574986 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1575030.750000 Penalty: 4765.655273
	Iteration 32Q: 3 clusters Score -1575031 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1575061.000000 Penalty: 4765.655273
	Iteration 33Q: 3 clusters Score -1575061 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1575090.750000 Penalty: 4765.655273
	Iteration 34Q: 3 clusters Score -1575091 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1575135.250000 Penalty: 4765.655273
	Iteration 35Q: 3 clusters Score -1575135 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1575169.750000 Penalty: 4765.655273
	Iteration 36Q: 3 clusters Score -1575170 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1575193.500000 Penalty: 4765.655273
	Iteration 37Q: 3 clusters Score -1575194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1575213.375000 Penalty: 4765.655273
	Iteration 38Q: 3 clusters Score -1575213 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1575227.125000 Penalty: 4765.655273
	Iteration 39Q: 3 clusters Score -1575227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1575233.500000 Penalty: 4765.655273
	Iteration 40F: 3 clusters Score -1575234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1575236.875000 Penalty: 4765.655273
	Iteration 41Q: 3 clusters Score -1575237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1575242.000000 Penalty: 4765.655273
	Iteration 42Q: 3 clusters Score -1575242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1575242.000000 Penalty: 4765.655273
	Iteration 43Q: 3 clusters Score -1575242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1575247.750000 Penalty: 4765.655273
	Iteration 44Q: 3 clusters Score -1575248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1575248.500000 Penalty: 4765.655273
	Iteration 45Q: 3 clusters Score -1575248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1575254.000000 Penalty: 4765.655273
	Iteration 46Q: 3 clusters Score -1575254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1575259.375000 Penalty: 4765.655273
	Iteration 47Q: 3 clusters Score -1575259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1575259.375000 Penalty: 4765.655273
	Iteration 48Q: 3 clusters Score -1575259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1575260.875000 Penalty: 4765.655273
	Iteration 49Q: 3 clusters Score -1575261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1575264.500000 Penalty: 4765.655273
	Iteration 50Q: 3 clusters Score -1575264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1575267.375000 Penalty: 4765.655273
	Iteration 51Q: 3 clusters Score -1575267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1575270.250000 Penalty: 4765.655273
	Iteration 52Q: 3 clusters Score -1575270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1575270.250000 Penalty: 4765.655273
	Iteration 53Q: 3 clusters Score -1575270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1575271.250000 Penalty: 4765.655273
	Iteration 54Q: 3 clusters Score -1575271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1575271.250000 Penalty: 4765.655273
	Iteration 55F: 3 clusters Score -1575271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Entering Unmasked Estep 
Score: -1115733.500000 Penalty: 2290.988770
	Iteration 0F: 2 clusters Score -1115734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1107862.250000 Penalty: 4581.977539
	Iteration 0F: 3 clusters Score -1107862 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1110118.125000 Penalty: 4581.977539
	Iteration 1F: 3 clusters Score -1110118 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1110397.500000 Penalty: 4581.977539
	Iteration 2F: 3 clusters Score -1110398 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1110575.250000 Penalty: 4581.977539
	Iteration 3Q: 3 clusters Score -1110575 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1110688.875000 Penalty: 4581.977539
	Iteration 4Q: 3 clusters Score -1110689 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1110780.750000 Penalty: 4581.977539
	Iteration 5Q: 3 clusters Score -1110781 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1110852.875000 Penalty: 4581.977539
	Iteration 6Q: 3 clusters Score -1110853 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1110909.625000 Penalty: 4581.977539
	Iteration 7Q: 3 clusters Score -1110910 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1110964.375000 Penalty: 4581.977539
	Iteration 8Q: 3 clusters Score -1110964 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1111019.875000 Penalty: 4581.977539
	Iteration 9Q: 3 clusters Score -1111020 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1111058.750000 Penalty: 4581.977539
	Iteration 10Q: 3 clusters Score -1111059 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1111111.625000 Penalty: 4581.977539
	Iteration 11Q: 3 clusters Score -1111112 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1111155.000000 Penalty: 4581.977539
	Iteration 12Q: 3 clusters Score -1111155 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1111211.625000 Penalty: 4581.977539
	Iteration 13Q: 3 clusters Score -1111212 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1111273.250000 Penalty: 4581.977539
	Iteration 14Q: 3 clusters Score -1111273 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1111348.875000 Penalty: 4581.977539
	Iteration 15Q: 3 clusters Score -1111349 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1111460.875000 Penalty: 4581.977539
	Iteration 16Q: 3 clusters Score -1111461 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1111592.750000 Penalty: 4581.977539
	Iteration 17Q: 3 clusters Score -1111593 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1111751.500000 Penalty: 4581.977539
	Iteration 18Q: 3 clusters Score -1111752 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1111965.500000 Penalty: 4581.977539
	Iteration 19Q: 3 clusters Score -1111966 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1112250.250000 Penalty: 4581.977539
	Iteration 20F: 3 clusters Score -1112250 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1112569.250000 Penalty: 4581.977539
	Iteration 21Q: 3 clusters Score -1112569 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1112874.625000 Penalty: 4581.977539
	Iteration 22Q: 3 clusters Score -1112875 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1113112.625000 Penalty: 4581.977539
	Iteration 23Q: 3 clusters Score -1113113 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1113320.375000 Penalty: 4581.977539
	Iteration 24Q: 3 clusters Score -1113320 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1113452.625000 Penalty: 4581.977539
	Iteration 25Q: 3 clusters Score -1113453 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1113534.750000 Penalty: 4581.977539
	Iteration 26Q: 3 clusters Score -1113535 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1113599.500000 Penalty: 4581.977539
	Iteration 27Q: 3 clusters Score -1113600 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1113646.875000 Penalty: 4581.977539
	Iteration 28Q: 3 clusters Score -1113647 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1113680.000000 Penalty: 4581.977539
	Iteration 29Q: 3 clusters Score -1113680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1113694.625000 Penalty: 4581.977539
	Iteration 30Q: 3 clusters Score -1113695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1113711.625000 Penalty: 4581.977539
	Iteration 31Q: 3 clusters Score -1113712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1113721.750000 Penalty: 4581.977539
	Iteration 32Q: 3 clusters Score -1113722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1113730.875000 Penalty: 4581.977539
	Iteration 33Q: 3 clusters Score -1113731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1113742.375000 Penalty: 4581.977539
	Iteration 34Q: 3 clusters Score -1113742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1113756.500000 Penalty: 4581.977539
	Iteration 35Q: 3 clusters Score -1113756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1113764.500000 Penalty: 4581.977539
	Iteration 36Q: 3 clusters Score -1113764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1113776.125000 Penalty: 4581.977539
	Iteration 37Q: 3 clusters Score -1113776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1113786.750000 Penalty: 4581.977539
	Iteration 38Q: 3 clusters Score -1113787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1113795.500000 Penalty: 4581.977539
	Iteration 39Q: 3 clusters Score -1113796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1113797.875000 Penalty: 4581.977539
	Iteration 40F: 3 clusters Score -1113798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1113799.125000 Penalty: 4581.977539
	Iteration 41Q: 3 clusters Score -1113799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1113798.750000 Penalty: 4581.977539
	Iteration 42Q: 3 clusters Score -1113799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1113800.625000 Penalty: 4581.977539
	Iteration 43Q: 3 clusters Score -1113801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1113800.625000 Penalty: 4581.977539
	Iteration 44F: 3 clusters Score -1113801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Entering Unmasked Estep 
Score: -100632.820312 Penalty: 1728.274902
	Iteration 0F: 2 clusters Score -100632.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -98794.054688 Penalty: 3456.549805
	Iteration 0F: 3 clusters Score -98794.05 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -99293.921875 Penalty: 3456.549805
	Iteration 1F: 3 clusters Score -99293.92 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -99666.117188 Penalty: 3456.549805
	Iteration 2F: 3 clusters Score -99666.12 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -99834.968750 Penalty: 3456.549805
	Iteration 3F: 3 clusters Score -99834.97 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -99990.664062 Penalty: 3456.549805
	Iteration 4F: 3 clusters Score -99990.66 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -100141.929688 Penalty: 3456.549805
	Iteration 5F: 3 clusters Score -100141.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -100354.687500 Penalty: 3456.549805
	Iteration 6F: 3 clusters Score -100354.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -100822.039062 Penalty: 3456.549805
	Iteration 7F: 3 clusters Score -100822 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -101549.906250 Penalty: 3456.549805
	Iteration 8Q: 3 clusters Score -101549.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -102185.554688 Penalty: 3456.549805
	Iteration 9Q: 3 clusters Score -102185.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -102250.929688 Penalty: 3456.549805
	Iteration 10Q: 3 clusters Score -102250.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -102307.718750 Penalty: 3456.549805
	Iteration 11Q: 3 clusters Score -102307.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -102424.671875 Penalty: 3456.549805
	Iteration 12Q: 3 clusters Score -102424.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -102567.390625 Penalty: 3456.549805
	Iteration 13Q: 3 clusters Score -102567.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -102623.843750 Penalty: 3456.549805
	Iteration 14Q: 3 clusters Score -102623.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -102623.843750 Penalty: 3456.549805
	Iteration 15F: 3 clusters Score -102623.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 16074 members 
Mstep: Class 3 contains 9288 members 
Mstep: Class 4 contains 3647 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 24059 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 13382 members 
Mstep: Class 9 contains 4065 members 
Mstep: Class 10 contains 9395 members 
Mstep: Class 11 contains 5584 members 
Mstep: Class 12 contains 16912 members 
Mstep: Class 13 contains 2953 members 
Mstep: Class 14 contains 8455 members 
Mstep: Class 15 contains 9884 members 
Mstep: Class 16 contains 89859 members 
Mstep: Class 17 contains 3235 members 
Mstep: Class 18 contains 8477 members 
Mstep: Class 19 contains 9227 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6495 members 
Mstep: Class 23 contains 56713 members 
Mstep: Class 24 contains 2746 members 
Mstep: Class 25 contains 9796 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 49773 members 
Mstep: Class 28 contains 27827 members 
Mstep: Class 29 contains 14886 members 
Mstep: Class 30 contains 13197 members 
Mstep: Class 31 contains 10853 members 
Mstep: Class 32 contains 13053 members 
Mstep: Class 33 contains 13377 members 
Mstep: Class 34 contains 14886 members 
Mstep: Class 35 contains 10279 members 
Mstep: Class 36 contains 353 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30658 members 
Mstep: Class 39 contains 5169 members 
Mstep: Class 40 contains 12380 members 
Mstep: Class 41 contains 17731 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11336 members 
Mstep: Class 45 contains 2251 members 
Mstep: Class 46 contains 14641 members 
Mstep: Class 47 contains 19430 members 
Mstep: Class 48 contains 4333 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5919 members 
Mstep: Class 51 contains 10515 members 
Mstep: Class 52 contains 17124 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
Score: -64753640.000000 Penalty: 175892.625000
Splitting cluster 36 changes total score from -64743028.000000 to -64753640.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 37 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -34524.589844 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -34524.59 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 181 members 
Entering Unmasked Estep 
Score: -33195.394531 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -33195.39 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33413.371094 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -33413.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33442.515625 Penalty: 2912.570557
	Iteration 2Q: 3 clusters Score -33442.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33450.503906 Penalty: 2912.570557
	Iteration 3Q: 3 clusters Score -33450.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33459.582031 Penalty: 2912.570557
	Iteration 4Q: 3 clusters Score -33459.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33461.839844 Penalty: 2912.570557
	Iteration 5Q: 3 clusters Score -33461.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33468.753906 Penalty: 2912.570557
	Iteration 6Q: 3 clusters Score -33468.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33471.773438 Penalty: 2912.570557
	Iteration 7Q: 3 clusters Score -33471.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33471.773438 Penalty: 2912.570557
	Iteration 8F: 3 clusters Score -33471.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (30658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Entering Unmasked Estep 
Score: -3345093.000000 Penalty: 2562.000977
	Iteration 0F: 2 clusters Score -3345093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -3324013.750000 Penalty: 5124.001953
	Iteration 0F: 3 clusters Score -3324014 nChanged 13921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -3331488.250000 Penalty: 5124.001953
	Iteration 1F: 3 clusters Score -3331488 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -3331984.500000 Penalty: 5124.001953
	Iteration 2Q: 3 clusters Score -3331984 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -3332410.000000 Penalty: 5124.001953
	Iteration 3Q: 3 clusters Score -3332410 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -3332887.000000 Penalty: 5124.001953
	Iteration 4Q: 3 clusters Score -3332887 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -3333437.000000 Penalty: 5124.001953
	Iteration 5Q: 3 clusters Score -3333437 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -3334075.500000 Penalty: 5124.001953
	Iteration 6Q: 3 clusters Score -3334076 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -3334888.500000 Penalty: 5124.001953
	Iteration 7F: 3 clusters Score -3334888 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -3335958.750000 Penalty: 5124.001953
	Iteration 8F: 3 clusters Score -3335959 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -3337393.250000 Penalty: 5124.001953
	Iteration 9F: 3 clusters Score -3337393 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -3339129.250000 Penalty: 5124.001953
	Iteration 10F: 3 clusters Score -3339129 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -3340839.250000 Penalty: 5124.001953
	Iteration 11F: 3 clusters Score -3340839 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -3342187.500000 Penalty: 5124.001953
	Iteration 12Q: 3 clusters Score -3342188 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -3342797.500000 Penalty: 5124.001953
	Iteration 13Q: 3 clusters Score -3342798 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -3343033.250000 Penalty: 5124.001953
	Iteration 14Q: 3 clusters Score -3343033 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -3343141.250000 Penalty: 5124.001953
	Iteration 15Q: 3 clusters Score -3343141 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -3343210.500000 Penalty: 5124.001953
	Iteration 16Q: 3 clusters Score -3343210 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -3343225.750000 Penalty: 5124.001953
	Iteration 17Q: 3 clusters Score -3343226 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -3343233.500000 Penalty: 5124.001953
	Iteration 18Q: 3 clusters Score -3343234 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -3343253.500000 Penalty: 5124.001953
	Iteration 19Q: 3 clusters Score -3343254 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -3343258.250000 Penalty: 5124.001953
	Iteration 20F: 3 clusters Score -3343258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -3343261.750000 Penalty: 5124.001953
	Iteration 21Q: 3 clusters Score -3343262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -3343256.500000 Penalty: 5124.001953
	Iteration 22Q: 3 clusters Score -3343256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -3343264.500000 Penalty: 5124.001953
	Iteration 23Q: 3 clusters Score -3343264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -3343265.000000 Penalty: 5124.001953
	Iteration 24Q: 3 clusters Score -3343265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -3343260.750000 Penalty: 5124.001953
	Iteration 25Q: 3 clusters Score -3343261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -3343261.250000 Penalty: 5124.001953
	Iteration 26Q: 3 clusters Score -3343261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -3343267.500000 Penalty: 5124.001953
	Iteration 27Q: 3 clusters Score -3343268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -3343266.750000 Penalty: 5124.001953
	Iteration 28Q: 3 clusters Score -3343267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -3343269.500000 Penalty: 5124.001953
	Iteration 29Q: 3 clusters Score -3343270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -3343265.500000 Penalty: 5124.001953
	Iteration 30Q: 3 clusters Score -3343266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -3343267.500000 Penalty: 5124.001953
	Iteration 31Q: 3 clusters Score -3343268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -3343268.000000 Penalty: 5124.001953
	Iteration 32Q: 3 clusters Score -3343268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -3343267.000000 Penalty: 5124.001953
	Iteration 33Q: 3 clusters Score -3343267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -3343269.000000 Penalty: 5124.001953
	Iteration 34Q: 3 clusters Score -3343269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -3343269.000000 Penalty: 5124.001953
	Iteration 35F: 3 clusters Score -3343269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Entering Unmasked Estep 
Score: -565870.562500 Penalty: 2120.507568
	Iteration 0F: 2 clusters Score -565870.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -561237.562500 Penalty: 4241.015137
	Iteration 0F: 3 clusters Score -561237.6 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -562368.000000 Penalty: 4241.015137
	Iteration 1F: 3 clusters Score -562368 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -562608.062500 Penalty: 4241.015137
	Iteration 2F: 3 clusters Score -562608.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -562774.812500 Penalty: 4241.015137
	Iteration 3F: 3 clusters Score -562774.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -562913.312500 Penalty: 4241.015137
	Iteration 4Q: 3 clusters Score -562913.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -563035.312500 Penalty: 4241.015137
	Iteration 5Q: 3 clusters Score -563035.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -563139.375000 Penalty: 4241.015137
	Iteration 6Q: 3 clusters Score -563139.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -563217.625000 Penalty: 4241.015137
	Iteration 7Q: 3 clusters Score -563217.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -563289.937500 Penalty: 4241.015137
	Iteration 8Q: 3 clusters Score -563289.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -563369.375000 Penalty: 4241.015137
	Iteration 9Q: 3 clusters Score -563369.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -563445.187500 Penalty: 4241.015137
	Iteration 10Q: 3 clusters Score -563445.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -563505.000000 Penalty: 4241.015137
	Iteration 11Q: 3 clusters Score -563505 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -563570.625000 Penalty: 4241.015137
	Iteration 12Q: 3 clusters Score -563570.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -563635.875000 Penalty: 4241.015137
	Iteration 13Q: 3 clusters Score -563635.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -563680.562500 Penalty: 4241.015137
	Iteration 14Q: 3 clusters Score -563680.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -563712.750000 Penalty: 4241.015137
	Iteration 15Q: 3 clusters Score -563712.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -563743.687500 Penalty: 4241.015137
	Iteration 16Q: 3 clusters Score -563743.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -563772.375000 Penalty: 4241.015137
	Iteration 17Q: 3 clusters Score -563772.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -563796.937500 Penalty: 4241.015137
	Iteration 18Q: 3 clusters Score -563796.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -563817.500000 Penalty: 4241.015137
	Iteration 19Q: 3 clusters Score -563817.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -563831.875000 Penalty: 4241.015137
	Iteration 20F: 3 clusters Score -563831.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -563842.812500 Penalty: 4241.015137
	Iteration 21Q: 3 clusters Score -563842.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -563851.500000 Penalty: 4241.015137
	Iteration 22Q: 3 clusters Score -563851.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -563862.687500 Penalty: 4241.015137
	Iteration 23Q: 3 clusters Score -563862.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -563872.000000 Penalty: 4241.015137
	Iteration 24Q: 3 clusters Score -563872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -563881.625000 Penalty: 4241.015137
	Iteration 25Q: 3 clusters Score -563881.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -563888.187500 Penalty: 4241.015137
	Iteration 26Q: 3 clusters Score -563888.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -563893.000000 Penalty: 4241.015137
	Iteration 27Q: 3 clusters Score -563893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -563897.875000 Penalty: 4241.015137
	Iteration 28Q: 3 clusters Score -563897.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -563905.750000 Penalty: 4241.015137
	Iteration 29Q: 3 clusters Score -563905.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -563911.500000 Penalty: 4241.015137
	Iteration 30Q: 3 clusters Score -563911.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -563915.125000 Penalty: 4241.015137
	Iteration 31Q: 3 clusters Score -563915.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -563917.875000 Penalty: 4241.015137
	Iteration 32Q: 3 clusters Score -563917.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -563919.625000 Penalty: 4241.015137
	Iteration 33Q: 3 clusters Score -563919.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -563924.937500 Penalty: 4241.015137
	Iteration 34Q: 3 clusters Score -563924.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -563931.437500 Penalty: 4241.015137
	Iteration 35Q: 3 clusters Score -563931.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -563936.875000 Penalty: 4241.015137
	Iteration 36Q: 3 clusters Score -563936.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -563942.562500 Penalty: 4241.015137
	Iteration 37Q: 3 clusters Score -563942.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -563948.437500 Penalty: 4241.015137
	Iteration 38Q: 3 clusters Score -563948.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -563952.812500 Penalty: 4241.015137
	Iteration 39Q: 3 clusters Score -563952.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -563957.625000 Penalty: 4241.015137
	Iteration 40F: 3 clusters Score -563957.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -563961.687500 Penalty: 4241.015137
	Iteration 41Q: 3 clusters Score -563961.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -563964.500000 Penalty: 4241.015137
	Iteration 42Q: 3 clusters Score -563964.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -563967.000000 Penalty: 4241.015137
	Iteration 43Q: 3 clusters Score -563967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -563968.750000 Penalty: 4241.015137
	Iteration 44Q: 3 clusters Score -563968.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -563975.562500 Penalty: 4241.015137
	Iteration 45Q: 3 clusters Score -563975.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -563991.562500 Penalty: 4241.015137
	Iteration 46Q: 3 clusters Score -563991.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -564001.375000 Penalty: 4241.015137
	Iteration 47Q: 3 clusters Score -564001.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -564007.062500 Penalty: 4241.015137
	Iteration 48Q: 3 clusters Score -564007.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -564011.187500 Penalty: 4241.015137
	Iteration 49Q: 3 clusters Score -564011.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -564014.500000 Penalty: 4241.015137
	Iteration 50Q: 3 clusters Score -564014.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -564019.250000 Penalty: 4241.015137
	Iteration 51Q: 3 clusters Score -564019.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -564020.625000 Penalty: 4241.015137
	Iteration 52Q: 3 clusters Score -564020.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -564021.187500 Penalty: 4241.015137
	Iteration 53Q: 3 clusters Score -564021.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -564021.937500 Penalty: 4241.015137
	Iteration 54Q: 3 clusters Score -564021.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -564021.937500 Penalty: 4241.015137
	Iteration 55F: 3 clusters Score -564021.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (12380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Entering Unmasked Estep 
Score: -1344157.875000 Penalty: 2337.111816
	Iteration 0F: 2 clusters Score -1344158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1334933.250000 Penalty: 4674.223633
	Iteration 0F: 3 clusters Score -1334933 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1337737.875000 Penalty: 4674.223633
	Iteration 1F: 3 clusters Score -1337738 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1338048.750000 Penalty: 4674.223633
	Iteration 2F: 3 clusters Score -1338049 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1338273.000000 Penalty: 4674.223633
	Iteration 3Q: 3 clusters Score -1338273 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1338509.500000 Penalty: 4674.223633
	Iteration 4Q: 3 clusters Score -1338510 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1338728.625000 Penalty: 4674.223633
	Iteration 5Q: 3 clusters Score -1338729 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1338937.375000 Penalty: 4674.223633
	Iteration 6Q: 3 clusters Score -1338937 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1339186.625000 Penalty: 4674.223633
	Iteration 7Q: 3 clusters Score -1339187 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1339476.875000 Penalty: 4674.223633
	Iteration 8Q: 3 clusters Score -1339477 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1339829.375000 Penalty: 4674.223633
	Iteration 9Q: 3 clusters Score -1339829 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1340168.750000 Penalty: 4674.223633
	Iteration 10Q: 3 clusters Score -1340169 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1340520.250000 Penalty: 4674.223633
	Iteration 11Q: 3 clusters Score -1340520 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1340857.875000 Penalty: 4674.223633
	Iteration 12Q: 3 clusters Score -1340858 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1341159.250000 Penalty: 4674.223633
	Iteration 13Q: 3 clusters Score -1341159 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1341437.625000 Penalty: 4674.223633
	Iteration 14Q: 3 clusters Score -1341438 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1341672.750000 Penalty: 4674.223633
	Iteration 15Q: 3 clusters Score -1341673 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1341893.125000 Penalty: 4674.223633
	Iteration 16Q: 3 clusters Score -1341893 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1342060.125000 Penalty: 4674.223633
	Iteration 17Q: 3 clusters Score -1342060 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1342183.750000 Penalty: 4674.223633
	Iteration 18Q: 3 clusters Score -1342184 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1342287.125000 Penalty: 4674.223633
	Iteration 19Q: 3 clusters Score -1342287 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1342374.375000 Penalty: 4674.223633
	Iteration 20F: 3 clusters Score -1342374 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1342460.125000 Penalty: 4674.223633
	Iteration 21Q: 3 clusters Score -1342460 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1342550.875000 Penalty: 4674.223633
	Iteration 22Q: 3 clusters Score -1342551 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1342628.125000 Penalty: 4674.223633
	Iteration 23Q: 3 clusters Score -1342628 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1342708.625000 Penalty: 4674.223633
	Iteration 24Q: 3 clusters Score -1342709 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1342771.000000 Penalty: 4674.223633
	Iteration 25Q: 3 clusters Score -1342771 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1342834.875000 Penalty: 4674.223633
	Iteration 26Q: 3 clusters Score -1342835 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1342885.125000 Penalty: 4674.223633
	Iteration 27Q: 3 clusters Score -1342885 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1342923.750000 Penalty: 4674.223633
	Iteration 28Q: 3 clusters Score -1342924 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1342948.875000 Penalty: 4674.223633
	Iteration 29Q: 3 clusters Score -1342949 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1342970.625000 Penalty: 4674.223633
	Iteration 30Q: 3 clusters Score -1342971 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1342988.250000 Penalty: 4674.223633
	Iteration 31Q: 3 clusters Score -1342988 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1343002.750000 Penalty: 4674.223633
	Iteration 32Q: 3 clusters Score -1343003 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1343014.625000 Penalty: 4674.223633
	Iteration 33Q: 3 clusters Score -1343015 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1343018.250000 Penalty: 4674.223633
	Iteration 34Q: 3 clusters Score -1343018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1343023.000000 Penalty: 4674.223633
	Iteration 35Q: 3 clusters Score -1343023 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1343026.625000 Penalty: 4674.223633
	Iteration 36Q: 3 clusters Score -1343027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1343035.125000 Penalty: 4674.223633
	Iteration 37Q: 3 clusters Score -1343035 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1343039.375000 Penalty: 4674.223633
	Iteration 38Q: 3 clusters Score -1343039 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1343045.625000 Penalty: 4674.223633
	Iteration 39Q: 3 clusters Score -1343046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1343052.875000 Penalty: 4674.223633
	Iteration 40F: 3 clusters Score -1343053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1343058.250000 Penalty: 4674.223633
	Iteration 41Q: 3 clusters Score -1343058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1343061.375000 Penalty: 4674.223633
	Iteration 42Q: 3 clusters Score -1343061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1343064.875000 Penalty: 4674.223633
	Iteration 43Q: 3 clusters Score -1343065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1343063.500000 Penalty: 4674.223633
	Iteration 44Q: 3 clusters Score -1343064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1343067.250000 Penalty: 4674.223633
	Iteration 45Q: 3 clusters Score -1343067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1343070.875000 Penalty: 4674.223633
	Iteration 46Q: 3 clusters Score -1343071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1343073.625000 Penalty: 4674.223633
	Iteration 47Q: 3 clusters Score -1343074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1343076.125000 Penalty: 4674.223633
	Iteration 48Q: 3 clusters Score -1343076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1343077.625000 Penalty: 4674.223633
	Iteration 49Q: 3 clusters Score -1343078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1343077.375000 Penalty: 4674.223633
	Iteration 50Q: 3 clusters Score -1343077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1343079.375000 Penalty: 4674.223633
	Iteration 51Q: 3 clusters Score -1343079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1343077.750000 Penalty: 4674.223633
	Iteration 52Q: 3 clusters Score -1343078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1343078.375000 Penalty: 4674.223633
	Iteration 53Q: 3 clusters Score -1343078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1343078.875000 Penalty: 4674.223633
	Iteration 54Q: 3 clusters Score -1343079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1343078.750000 Penalty: 4674.223633
	Iteration 55Q: 3 clusters Score -1343079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1343083.625000 Penalty: 4674.223633
	Iteration 56Q: 3 clusters Score -1343084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1343083.500000 Penalty: 4674.223633
	Iteration 57Q: 3 clusters Score -1343084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1343084.000000 Penalty: 4674.223633
	Iteration 58Q: 3 clusters Score -1343084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1343084.250000 Penalty: 4674.223633
	Iteration 59Q: 3 clusters Score -1343084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1343086.750000 Penalty: 4674.223633
	Iteration 60F: 3 clusters Score -1343087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (17731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Entering Unmasked Estep 
Score: -1483742.500000 Penalty: 2426.201172
	Iteration 0F: 2 clusters Score -1483742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1471188.000000 Penalty: 4852.402344
	Iteration 0F: 3 clusters Score -1471188 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1475857.000000 Penalty: 4852.402344
	Iteration 1F: 3 clusters Score -1475857 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1476789.375000 Penalty: 4852.402344
	Iteration 2F: 3 clusters Score -1476789 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1477706.250000 Penalty: 4852.402344
	Iteration 3F: 3 clusters Score -1477706 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1478483.500000 Penalty: 4852.402344
	Iteration 4F: 3 clusters Score -1478484 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1479039.375000 Penalty: 4852.402344
	Iteration 5F: 3 clusters Score -1479039 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1479413.000000 Penalty: 4852.402344
	Iteration 6Q: 3 clusters Score -1479413 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1479671.750000 Penalty: 4852.402344
	Iteration 7Q: 3 clusters Score -1479672 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1479912.000000 Penalty: 4852.402344
	Iteration 8Q: 3 clusters Score -1479912 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1480128.875000 Penalty: 4852.402344
	Iteration 9Q: 3 clusters Score -1480129 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1480350.875000 Penalty: 4852.402344
	Iteration 10Q: 3 clusters Score -1480351 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1480520.125000 Penalty: 4852.402344
	Iteration 11Q: 3 clusters Score -1480520 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1480669.375000 Penalty: 4852.402344
	Iteration 12Q: 3 clusters Score -1480669 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1480779.375000 Penalty: 4852.402344
	Iteration 13Q: 3 clusters Score -1480779 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1480861.750000 Penalty: 4852.402344
	Iteration 14Q: 3 clusters Score -1480862 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1480939.500000 Penalty: 4852.402344
	Iteration 15Q: 3 clusters Score -1480940 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1481004.875000 Penalty: 4852.402344
	Iteration 16Q: 3 clusters Score -1481005 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1481059.000000 Penalty: 4852.402344
	Iteration 17Q: 3 clusters Score -1481059 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1481102.875000 Penalty: 4852.402344
	Iteration 18Q: 3 clusters Score -1481103 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1481139.500000 Penalty: 4852.402344
	Iteration 19Q: 3 clusters Score -1481140 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1481169.125000 Penalty: 4852.402344
	Iteration 20F: 3 clusters Score -1481169 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1481191.625000 Penalty: 4852.402344
	Iteration 21Q: 3 clusters Score -1481192 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1481219.375000 Penalty: 4852.402344
	Iteration 22Q: 3 clusters Score -1481219 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1481245.250000 Penalty: 4852.402344
	Iteration 23Q: 3 clusters Score -1481245 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1481278.875000 Penalty: 4852.402344
	Iteration 24Q: 3 clusters Score -1481279 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1481327.625000 Penalty: 4852.402344
	Iteration 25Q: 3 clusters Score -1481328 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1481375.500000 Penalty: 4852.402344
	Iteration 26Q: 3 clusters Score -1481376 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1481412.000000 Penalty: 4852.402344
	Iteration 27Q: 3 clusters Score -1481412 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1481448.125000 Penalty: 4852.402344
	Iteration 28Q: 3 clusters Score -1481448 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1481505.375000 Penalty: 4852.402344
	Iteration 29Q: 3 clusters Score -1481505 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1481576.375000 Penalty: 4852.402344
	Iteration 30Q: 3 clusters Score -1481576 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1481660.625000 Penalty: 4852.402344
	Iteration 31Q: 3 clusters Score -1481661 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1481744.500000 Penalty: 4852.402344
	Iteration 32Q: 3 clusters Score -1481744 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1481807.125000 Penalty: 4852.402344
	Iteration 33Q: 3 clusters Score -1481807 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1481865.750000 Penalty: 4852.402344
	Iteration 34Q: 3 clusters Score -1481866 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1481906.375000 Penalty: 4852.402344
	Iteration 35Q: 3 clusters Score -1481906 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1481946.375000 Penalty: 4852.402344
	Iteration 36Q: 3 clusters Score -1481946 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1481976.500000 Penalty: 4852.402344
	Iteration 37Q: 3 clusters Score -1481976 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1482003.875000 Penalty: 4852.402344
	Iteration 38Q: 3 clusters Score -1482004 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1482030.375000 Penalty: 4852.402344
	Iteration 39Q: 3 clusters Score -1482030 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1482056.000000 Penalty: 4852.402344
	Iteration 40F: 3 clusters Score -1482056 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1482076.375000 Penalty: 4852.402344
	Iteration 41Q: 3 clusters Score -1482076 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1482094.500000 Penalty: 4852.402344
	Iteration 42Q: 3 clusters Score -1482094 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1482118.375000 Penalty: 4852.402344
	Iteration 43Q: 3 clusters Score -1482118 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1482137.125000 Penalty: 4852.402344
	Iteration 44Q: 3 clusters Score -1482137 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1482154.875000 Penalty: 4852.402344
	Iteration 45Q: 3 clusters Score -1482155 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1482173.875000 Penalty: 4852.402344
	Iteration 46Q: 3 clusters Score -1482174 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1482201.500000 Penalty: 4852.402344
	Iteration 47Q: 3 clusters Score -1482202 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1482217.000000 Penalty: 4852.402344
	Iteration 48Q: 3 clusters Score -1482217 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1482229.750000 Penalty: 4852.402344
	Iteration 49Q: 3 clusters Score -1482230 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1482247.500000 Penalty: 4852.402344
	Iteration 50Q: 3 clusters Score -1482248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1482256.125000 Penalty: 4852.402344
	Iteration 51Q: 3 clusters Score -1482256 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1482266.500000 Penalty: 4852.402344
	Iteration 52Q: 3 clusters Score -1482266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1482276.125000 Penalty: 4852.402344
	Iteration 53Q: 3 clusters Score -1482276 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1482283.000000 Penalty: 4852.402344
	Iteration 54Q: 3 clusters Score -1482283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1482285.375000 Penalty: 4852.402344
	Iteration 55Q: 3 clusters Score -1482285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1482290.625000 Penalty: 4852.402344
	Iteration 56Q: 3 clusters Score -1482291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1482294.375000 Penalty: 4852.402344
	Iteration 57Q: 3 clusters Score -1482294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1482302.000000 Penalty: 4852.402344
	Iteration 58Q: 3 clusters Score -1482302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1482306.500000 Penalty: 4852.402344
	Iteration 59Q: 3 clusters Score -1482306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1482309.625000 Penalty: 4852.402344
	Iteration 60F: 3 clusters Score -1482310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1482314.375000 Penalty: 4852.402344
	Iteration 61Q: 3 clusters Score -1482314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1482322.875000 Penalty: 4852.402344
	Iteration 62Q: 3 clusters Score -1482323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1482327.375000 Penalty: 4852.402344
	Iteration 63Q: 3 clusters Score -1482327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1482332.875000 Penalty: 4852.402344
	Iteration 64Q: 3 clusters Score -1482333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1482337.000000 Penalty: 4852.402344
	Iteration 65Q: 3 clusters Score -1482337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1482337.625000 Penalty: 4852.402344
	Iteration 66Q: 3 clusters Score -1482338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1482337.375000 Penalty: 4852.402344
	Iteration 67Q: 3 clusters Score -1482337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1482338.250000 Penalty: 4852.402344
	Iteration 68Q: 3 clusters Score -1482338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1482341.375000 Penalty: 4852.402344
	Iteration 69Q: 3 clusters Score -1482341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1482344.375000 Penalty: 4852.402344
	Iteration 70Q: 3 clusters Score -1482344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1482342.375000 Penalty: 4852.402344
	Iteration 71Q: 3 clusters Score -1482342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1482342.375000 Penalty: 4852.402344
	Iteration 72F: 3 clusters Score -1482342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -23841.572266 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -23841.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22658.583984 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -22658.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22763.041016 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -22763.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -42211.851562 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -42211.85 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 227 members 
Entering Unmasked Estep 
Score: -40720.617188 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -40720.62 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40954.144531 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -40954.14 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41082.437500 Penalty: 3072.425049
	Iteration 2F: 3 clusters Score -41082.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41140.316406 Penalty: 3072.425049
	Iteration 3Q: 3 clusters Score -41140.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -41167.777344 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -41167.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -41200.269531 Penalty: 3072.425049
	Iteration 5Q: 3 clusters Score -41200.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -41258.105469 Penalty: 3072.425049
	Iteration 6Q: 3 clusters Score -41258.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41302.839844 Penalty: 3072.425049
	Iteration 7Q: 3 clusters Score -41302.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41328.742188 Penalty: 3072.425049
	Iteration 8Q: 3 clusters Score -41328.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41364.347656 Penalty: 3072.425049
	Iteration 9Q: 3 clusters Score -41364.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41383.675781 Penalty: 3072.425049
	Iteration 10Q: 3 clusters Score -41383.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -41393.605469 Penalty: 3072.425049
	Iteration 11Q: 3 clusters Score -41393.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -41396.429688 Penalty: 3072.425049
	Iteration 12Q: 3 clusters Score -41396.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -41396.429688 Penalty: 3072.425049
	Iteration 13F: 3 clusters Score -41396.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (11336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Entering Unmasked Estep 
Score: -1152152.250000 Penalty: 2315.263184
	Iteration 0F: 2 clusters Score -1152152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1143585.750000 Penalty: 4630.526367
	Iteration 0F: 3 clusters Score -1143586 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1146228.250000 Penalty: 4630.526367
	Iteration 1F: 3 clusters Score -1146228 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1146662.125000 Penalty: 4630.526367
	Iteration 2F: 3 clusters Score -1146662 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1146993.750000 Penalty: 4630.526367
	Iteration 3F: 3 clusters Score -1146994 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1147259.625000 Penalty: 4630.526367
	Iteration 4Q: 3 clusters Score -1147260 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1147467.750000 Penalty: 4630.526367
	Iteration 5Q: 3 clusters Score -1147468 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1147641.000000 Penalty: 4630.526367
	Iteration 6Q: 3 clusters Score -1147641 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1147803.625000 Penalty: 4630.526367
	Iteration 7Q: 3 clusters Score -1147804 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1147963.375000 Penalty: 4630.526367
	Iteration 8Q: 3 clusters Score -1147963 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1148086.875000 Penalty: 4630.526367
	Iteration 9Q: 3 clusters Score -1148087 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1148186.375000 Penalty: 4630.526367
	Iteration 10Q: 3 clusters Score -1148186 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1148264.750000 Penalty: 4630.526367
	Iteration 11Q: 3 clusters Score -1148265 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1148337.125000 Penalty: 4630.526367
	Iteration 12Q: 3 clusters Score -1148337 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1148416.750000 Penalty: 4630.526367
	Iteration 13Q: 3 clusters Score -1148417 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1148491.625000 Penalty: 4630.526367
	Iteration 14Q: 3 clusters Score -1148492 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1148561.250000 Penalty: 4630.526367
	Iteration 15Q: 3 clusters Score -1148561 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1148624.875000 Penalty: 4630.526367
	Iteration 16Q: 3 clusters Score -1148625 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1148700.875000 Penalty: 4630.526367
	Iteration 17Q: 3 clusters Score -1148701 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1148782.125000 Penalty: 4630.526367
	Iteration 18Q: 3 clusters Score -1148782 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1148903.125000 Penalty: 4630.526367
	Iteration 19Q: 3 clusters Score -1148903 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1149037.500000 Penalty: 4630.526367
	Iteration 20F: 3 clusters Score -1149038 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1149150.250000 Penalty: 4630.526367
	Iteration 21Q: 3 clusters Score -1149150 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1149257.625000 Penalty: 4630.526367
	Iteration 22Q: 3 clusters Score -1149258 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1149349.125000 Penalty: 4630.526367
	Iteration 23Q: 3 clusters Score -1149349 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1149419.500000 Penalty: 4630.526367
	Iteration 24Q: 3 clusters Score -1149420 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1149488.125000 Penalty: 4630.526367
	Iteration 25Q: 3 clusters Score -1149488 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1149563.000000 Penalty: 4630.526367
	Iteration 26Q: 3 clusters Score -1149563 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1149641.875000 Penalty: 4630.526367
	Iteration 27Q: 3 clusters Score -1149642 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1149707.875000 Penalty: 4630.526367
	Iteration 28Q: 3 clusters Score -1149708 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1149763.125000 Penalty: 4630.526367
	Iteration 29Q: 3 clusters Score -1149763 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1149804.375000 Penalty: 4630.526367
	Iteration 30Q: 3 clusters Score -1149804 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1149829.875000 Penalty: 4630.526367
	Iteration 31Q: 3 clusters Score -1149830 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1149854.500000 Penalty: 4630.526367
	Iteration 32Q: 3 clusters Score -1149854 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1149885.875000 Penalty: 4630.526367
	Iteration 33Q: 3 clusters Score -1149886 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1149911.875000 Penalty: 4630.526367
	Iteration 34Q: 3 clusters Score -1149912 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1149930.875000 Penalty: 4630.526367
	Iteration 35Q: 3 clusters Score -1149931 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1149943.875000 Penalty: 4630.526367
	Iteration 36Q: 3 clusters Score -1149944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1149953.750000 Penalty: 4630.526367
	Iteration 37Q: 3 clusters Score -1149954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1149965.750000 Penalty: 4630.526367
	Iteration 38Q: 3 clusters Score -1149966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1149970.000000 Penalty: 4630.526367
	Iteration 39Q: 3 clusters Score -1149970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1149975.875000 Penalty: 4630.526367
	Iteration 40F: 3 clusters Score -1149976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1149975.750000 Penalty: 4630.526367
	Iteration 41Q: 3 clusters Score -1149976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1149981.625000 Penalty: 4630.526367
	Iteration 42Q: 3 clusters Score -1149982 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1149992.000000 Penalty: 4630.526367
	Iteration 43Q: 3 clusters Score -1149992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1150000.750000 Penalty: 4630.526367
	Iteration 44Q: 3 clusters Score -1150001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1150004.500000 Penalty: 4630.526367
	Iteration 45Q: 3 clusters Score -1150004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1150014.375000 Penalty: 4630.526367
	Iteration 46Q: 3 clusters Score -1150014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1150019.000000 Penalty: 4630.526367
	Iteration 47Q: 3 clusters Score -1150019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1150021.500000 Penalty: 4630.526367
	Iteration 48Q: 3 clusters Score -1150022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1150026.625000 Penalty: 4630.526367
	Iteration 49Q: 3 clusters Score -1150027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1150033.625000 Penalty: 4630.526367
	Iteration 50Q: 3 clusters Score -1150034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1150039.625000 Penalty: 4630.526367
	Iteration 51Q: 3 clusters Score -1150040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1150048.875000 Penalty: 4630.526367
	Iteration 52Q: 3 clusters Score -1150049 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1150053.625000 Penalty: 4630.526367
	Iteration 53Q: 3 clusters Score -1150054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1150059.500000 Penalty: 4630.526367
	Iteration 54Q: 3 clusters Score -1150060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1150070.500000 Penalty: 4630.526367
	Iteration 55Q: 3 clusters Score -1150070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1150081.000000 Penalty: 4630.526367
	Iteration 56Q: 3 clusters Score -1150081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1150086.125000 Penalty: 4630.526367
	Iteration 57Q: 3 clusters Score -1150086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1150092.375000 Penalty: 4630.526367
	Iteration 58Q: 3 clusters Score -1150092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1150097.250000 Penalty: 4630.526367
	Iteration 59Q: 3 clusters Score -1150097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1150103.750000 Penalty: 4630.526367
	Iteration 60F: 3 clusters Score -1150104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1150112.375000 Penalty: 4630.526367
	Iteration 61Q: 3 clusters Score -1150112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1150116.250000 Penalty: 4630.526367
	Iteration 62Q: 3 clusters Score -1150116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1150120.000000 Penalty: 4630.526367
	Iteration 63Q: 3 clusters Score -1150120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1150124.000000 Penalty: 4630.526367
	Iteration 64Q: 3 clusters Score -1150124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1150123.625000 Penalty: 4630.526367
	Iteration 65Q: 3 clusters Score -1150124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1150125.750000 Penalty: 4630.526367
	Iteration 66Q: 3 clusters Score -1150126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1150128.750000 Penalty: 4630.526367
	Iteration 67Q: 3 clusters Score -1150129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1150131.875000 Penalty: 4630.526367
	Iteration 68Q: 3 clusters Score -1150132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1150131.875000 Penalty: 4630.526367
	Iteration 69Q: 3 clusters Score -1150132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1150135.125000 Penalty: 4630.526367
	Iteration 70Q: 3 clusters Score -1150135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1150135.875000 Penalty: 4630.526367
	Iteration 71Q: 3 clusters Score -1150136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1150141.875000 Penalty: 4630.526367
	Iteration 72Q: 3 clusters Score -1150142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1150146.375000 Penalty: 4630.526367
	Iteration 73Q: 3 clusters Score -1150146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1150150.625000 Penalty: 4630.526367
	Iteration 74Q: 3 clusters Score -1150151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1150153.750000 Penalty: 4630.526367
	Iteration 75Q: 3 clusters Score -1150154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1150158.000000 Penalty: 4630.526367
	Iteration 76Q: 3 clusters Score -1150158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1150160.125000 Penalty: 4630.526367
	Iteration 77Q: 3 clusters Score -1150160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1150161.125000 Penalty: 4630.526367
	Iteration 78Q: 3 clusters Score -1150161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1150161.250000 Penalty: 4630.526367
	Iteration 79Q: 3 clusters Score -1150161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1150165.000000 Penalty: 4630.526367
	Iteration 80F: 3 clusters Score -1150165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1150166.125000 Penalty: 4630.526367
	Iteration 81Q: 3 clusters Score -1150166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1150166.125000 Penalty: 4630.526367
	Iteration 82Q: 3 clusters Score -1150166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1150167.750000 Penalty: 4630.526367
	Iteration 83Q: 3 clusters Score -1150168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1150167.750000 Penalty: 4630.526367
	Iteration 84F: 3 clusters Score -1150168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Entering Unmasked Estep 
Score: -250283.984375 Penalty: 1914.344238
	Iteration 0F: 2 clusters Score -250284 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 1132 members 
Entering Unmasked Estep 
Score: -247504.859375 Penalty: 3828.688477
	Iteration 0F: 3 clusters Score -247504.9 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -248007.515625 Penalty: 3828.688477
	Iteration 1F: 3 clusters Score -248007.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -248135.843750 Penalty: 3828.688477
	Iteration 2F: 3 clusters Score -248135.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -248200.062500 Penalty: 3828.688477
	Iteration 3Q: 3 clusters Score -248200.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -248235.328125 Penalty: 3828.688477
	Iteration 4Q: 3 clusters Score -248235.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -248264.718750 Penalty: 3828.688477
	Iteration 5Q: 3 clusters Score -248264.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -248286.828125 Penalty: 3828.688477
	Iteration 6Q: 3 clusters Score -248286.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -248301.906250 Penalty: 3828.688477
	Iteration 7Q: 3 clusters Score -248301.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -248316.906250 Penalty: 3828.688477
	Iteration 8Q: 3 clusters Score -248316.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -248326.062500 Penalty: 3828.688477
	Iteration 9Q: 3 clusters Score -248326.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -248334.875000 Penalty: 3828.688477
	Iteration 10Q: 3 clusters Score -248334.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -248338.968750 Penalty: 3828.688477
	Iteration 11Q: 3 clusters Score -248339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -248342.937500 Penalty: 3828.688477
	Iteration 12Q: 3 clusters Score -248342.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -248344.968750 Penalty: 3828.688477
	Iteration 13Q: 3 clusters Score -248345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -248345.515625 Penalty: 3828.688477
	Iteration 14Q: 3 clusters Score -248345.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -248346.734375 Penalty: 3828.688477
	Iteration 15Q: 3 clusters Score -248346.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -248347.093750 Penalty: 3828.688477
	Iteration 16Q: 3 clusters Score -248347.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -248347.671875 Penalty: 3828.688477
	Iteration 17Q: 3 clusters Score -248347.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -248348.296875 Penalty: 3828.688477
	Iteration 18Q: 3 clusters Score -248348.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -248349.671875 Penalty: 3828.688477
	Iteration 19Q: 3 clusters Score -248349.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -248349.984375 Penalty: 3828.688477
	Iteration 20F: 3 clusters Score -248350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -248350.750000 Penalty: 3828.688477
	Iteration 21Q: 3 clusters Score -248350.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -248351.703125 Penalty: 3828.688477
	Iteration 22Q: 3 clusters Score -248351.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -248352.953125 Penalty: 3828.688477
	Iteration 23Q: 3 clusters Score -248353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -248355.468750 Penalty: 3828.688477
	Iteration 24Q: 3 clusters Score -248355.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -248356.656250 Penalty: 3828.688477
	Iteration 25Q: 3 clusters Score -248356.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -248357.968750 Penalty: 3828.688477
	Iteration 26Q: 3 clusters Score -248358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -248359.390625 Penalty: 3828.688477
	Iteration 27Q: 3 clusters Score -248359.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -248362.390625 Penalty: 3828.688477
	Iteration 28Q: 3 clusters Score -248362.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -248364.062500 Penalty: 3828.688477
	Iteration 29Q: 3 clusters Score -248364.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -248365.968750 Penalty: 3828.688477
	Iteration 30Q: 3 clusters Score -248366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -248367.656250 Penalty: 3828.688477
	Iteration 31Q: 3 clusters Score -248367.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -248369.578125 Penalty: 3828.688477
	Iteration 32Q: 3 clusters Score -248369.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -248370.734375 Penalty: 3828.688477
	Iteration 33Q: 3 clusters Score -248370.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -248372.250000 Penalty: 3828.688477
	Iteration 34Q: 3 clusters Score -248372.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -248373.859375 Penalty: 3828.688477
	Iteration 35Q: 3 clusters Score -248373.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -248374.000000 Penalty: 3828.688477
	Iteration 36Q: 3 clusters Score -248374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -248375.281250 Penalty: 3828.688477
	Iteration 37Q: 3 clusters Score -248375.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -248377.656250 Penalty: 3828.688477
	Iteration 38Q: 3 clusters Score -248377.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -248378.109375 Penalty: 3828.688477
	Iteration 39Q: 3 clusters Score -248378.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -248378.906250 Penalty: 3828.688477
	Iteration 40F: 3 clusters Score -248378.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -248379.625000 Penalty: 3828.688477
	Iteration 41Q: 3 clusters Score -248379.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -248382.218750 Penalty: 3828.688477
	Iteration 42Q: 3 clusters Score -248382.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -248384.171875 Penalty: 3828.688477
	Iteration 43Q: 3 clusters Score -248384.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -248386.218750 Penalty: 3828.688477
	Iteration 44Q: 3 clusters Score -248386.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -248386.765625 Penalty: 3828.688477
	Iteration 45Q: 3 clusters Score -248386.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -248387.937500 Penalty: 3828.688477
	Iteration 46Q: 3 clusters Score -248387.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -248388.812500 Penalty: 3828.688477
	Iteration 47Q: 3 clusters Score -248388.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -248389.875000 Penalty: 3828.688477
	Iteration 48Q: 3 clusters Score -248389.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -248389.875000 Penalty: 3828.688477
	Iteration 49F: 3 clusters Score -248389.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (14641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Entering Unmasked Estep 
Score: -1607314.750000 Penalty: 2378.712158
	Iteration 0F: 2 clusters Score -1607315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1596598.125000 Penalty: 4757.424316
	Iteration 0F: 3 clusters Score -1596598 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1599961.750000 Penalty: 4757.424316
	Iteration 1F: 3 clusters Score -1599962 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1600277.625000 Penalty: 4757.424316
	Iteration 2F: 3 clusters Score -1600278 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1600540.750000 Penalty: 4757.424316
	Iteration 3Q: 3 clusters Score -1600541 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1600745.375000 Penalty: 4757.424316
	Iteration 4Q: 3 clusters Score -1600745 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1600951.125000 Penalty: 4757.424316
	Iteration 5Q: 3 clusters Score -1600951 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1601149.000000 Penalty: 4757.424316
	Iteration 6Q: 3 clusters Score -1601149 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1601391.625000 Penalty: 4757.424316
	Iteration 7Q: 3 clusters Score -1601392 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1601695.875000 Penalty: 4757.424316
	Iteration 8Q: 3 clusters Score -1601696 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1602079.000000 Penalty: 4757.424316
	Iteration 9Q: 3 clusters Score -1602079 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1602497.625000 Penalty: 4757.424316
	Iteration 10Q: 3 clusters Score -1602498 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1602948.500000 Penalty: 4757.424316
	Iteration 11Q: 3 clusters Score -1602948 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1603379.625000 Penalty: 4757.424316
	Iteration 12Q: 3 clusters Score -1603380 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1603749.625000 Penalty: 4757.424316
	Iteration 13Q: 3 clusters Score -1603750 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1604037.000000 Penalty: 4757.424316
	Iteration 14Q: 3 clusters Score -1604037 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1604249.125000 Penalty: 4757.424316
	Iteration 15Q: 3 clusters Score -1604249 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1604413.125000 Penalty: 4757.424316
	Iteration 16Q: 3 clusters Score -1604413 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1604529.750000 Penalty: 4757.424316
	Iteration 17Q: 3 clusters Score -1604530 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1604628.000000 Penalty: 4757.424316
	Iteration 18Q: 3 clusters Score -1604628 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1604696.625000 Penalty: 4757.424316
	Iteration 19Q: 3 clusters Score -1604697 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1604773.250000 Penalty: 4757.424316
	Iteration 20F: 3 clusters Score -1604773 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1604826.250000 Penalty: 4757.424316
	Iteration 21Q: 3 clusters Score -1604826 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1604868.000000 Penalty: 4757.424316
	Iteration 22Q: 3 clusters Score -1604868 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1604897.250000 Penalty: 4757.424316
	Iteration 23Q: 3 clusters Score -1604897 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1604925.375000 Penalty: 4757.424316
	Iteration 24Q: 3 clusters Score -1604925 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1604953.875000 Penalty: 4757.424316
	Iteration 25Q: 3 clusters Score -1604954 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1604986.000000 Penalty: 4757.424316
	Iteration 26Q: 3 clusters Score -1604986 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1605015.250000 Penalty: 4757.424316
	Iteration 27Q: 3 clusters Score -1605015 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1605050.250000 Penalty: 4757.424316
	Iteration 28Q: 3 clusters Score -1605050 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1605085.500000 Penalty: 4757.424316
	Iteration 29Q: 3 clusters Score -1605086 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1605118.250000 Penalty: 4757.424316
	Iteration 30Q: 3 clusters Score -1605118 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1605151.625000 Penalty: 4757.424316
	Iteration 31Q: 3 clusters Score -1605152 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1605190.625000 Penalty: 4757.424316
	Iteration 32Q: 3 clusters Score -1605191 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1605218.000000 Penalty: 4757.424316
	Iteration 33Q: 3 clusters Score -1605218 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1605238.875000 Penalty: 4757.424316
	Iteration 34Q: 3 clusters Score -1605239 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1605259.875000 Penalty: 4757.424316
	Iteration 35Q: 3 clusters Score -1605260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1605276.500000 Penalty: 4757.424316
	Iteration 36Q: 3 clusters Score -1605276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1605281.250000 Penalty: 4757.424316
	Iteration 37Q: 3 clusters Score -1605281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1605292.250000 Penalty: 4757.424316
	Iteration 38Q: 3 clusters Score -1605292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1605293.125000 Penalty: 4757.424316
	Iteration 39Q: 3 clusters Score -1605293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1605295.625000 Penalty: 4757.424316
	Iteration 40F: 3 clusters Score -1605296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1605297.625000 Penalty: 4757.424316
	Iteration 41Q: 3 clusters Score -1605298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1605300.125000 Penalty: 4757.424316
	Iteration 42Q: 3 clusters Score -1605300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1605304.250000 Penalty: 4757.424316
	Iteration 43Q: 3 clusters Score -1605304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1605307.500000 Penalty: 4757.424316
	Iteration 44Q: 3 clusters Score -1605308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1605310.125000 Penalty: 4757.424316
	Iteration 45Q: 3 clusters Score -1605310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1605312.375000 Penalty: 4757.424316
	Iteration 46Q: 3 clusters Score -1605312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1605309.750000 Penalty: 4757.424316
	Iteration 47Q: 3 clusters Score -1605310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1605309.750000 Penalty: 4757.424316
	Iteration 48F: 3 clusters Score -1605310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (19430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Entering Unmasked Estep 
Score: -2124596.000000 Penalty: 2448.894287
	Iteration 0F: 2 clusters Score -2124596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2110917.250000 Penalty: 4897.788574
	Iteration 0F: 3 clusters Score -2110917 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2115634.500000 Penalty: 4897.788574
	Iteration 1F: 3 clusters Score -2115634 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2116042.000000 Penalty: 4897.788574
	Iteration 2F: 3 clusters Score -2116042 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2116436.000000 Penalty: 4897.788574
	Iteration 3Q: 3 clusters Score -2116436 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2116832.750000 Penalty: 4897.788574
	Iteration 4Q: 3 clusters Score -2116833 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2117257.250000 Penalty: 4897.788574
	Iteration 5Q: 3 clusters Score -2117257 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -2117764.000000 Penalty: 4897.788574
	Iteration 6Q: 3 clusters Score -2117764 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2118433.000000 Penalty: 4897.788574
	Iteration 7F: 3 clusters Score -2118433 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2119229.250000 Penalty: 4897.788574
	Iteration 8F: 3 clusters Score -2119229 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2120035.000000 Penalty: 4897.788574
	Iteration 9F: 3 clusters Score -2120035 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2120745.750000 Penalty: 4897.788574
	Iteration 10Q: 3 clusters Score -2120746 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2121324.000000 Penalty: 4897.788574
	Iteration 11Q: 3 clusters Score -2121324 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2121720.000000 Penalty: 4897.788574
	Iteration 12Q: 3 clusters Score -2121720 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2121977.250000 Penalty: 4897.788574
	Iteration 13Q: 3 clusters Score -2121977 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2122124.000000 Penalty: 4897.788574
	Iteration 14Q: 3 clusters Score -2122124 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2122269.500000 Penalty: 4897.788574
	Iteration 15Q: 3 clusters Score -2122270 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2122369.500000 Penalty: 4897.788574
	Iteration 16Q: 3 clusters Score -2122370 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2122436.500000 Penalty: 4897.788574
	Iteration 17Q: 3 clusters Score -2122436 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2122479.750000 Penalty: 4897.788574
	Iteration 18Q: 3 clusters Score -2122480 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2122516.000000 Penalty: 4897.788574
	Iteration 19Q: 3 clusters Score -2122516 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2122536.750000 Penalty: 4897.788574
	Iteration 20F: 3 clusters Score -2122537 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2122545.500000 Penalty: 4897.788574
	Iteration 21Q: 3 clusters Score -2122546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2122563.750000 Penalty: 4897.788574
	Iteration 22Q: 3 clusters Score -2122564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2122573.250000 Penalty: 4897.788574
	Iteration 23Q: 3 clusters Score -2122573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2122576.000000 Penalty: 4897.788574
	Iteration 24Q: 3 clusters Score -2122576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2122581.750000 Penalty: 4897.788574
	Iteration 25Q: 3 clusters Score -2122582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2122586.500000 Penalty: 4897.788574
	Iteration 26Q: 3 clusters Score -2122586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2122591.000000 Penalty: 4897.788574
	Iteration 27Q: 3 clusters Score -2122591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2122594.250000 Penalty: 4897.788574
	Iteration 28Q: 3 clusters Score -2122594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2122596.750000 Penalty: 4897.788574
	Iteration 29Q: 3 clusters Score -2122597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2122596.750000 Penalty: 4897.788574
	Iteration 30F: 3 clusters Score -2122597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (4333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Entering Unmasked Estep 
Score: -459184.375000 Penalty: 2076.755859
	Iteration 0F: 2 clusters Score -459184.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -455064.031250 Penalty: 4153.511719
	Iteration 0F: 3 clusters Score -455064 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -456024.812500 Penalty: 4153.511719
	Iteration 1F: 3 clusters Score -456024.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -456237.000000 Penalty: 4153.511719
	Iteration 2F: 3 clusters Score -456237 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -456360.812500 Penalty: 4153.511719
	Iteration 3Q: 3 clusters Score -456360.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -456444.812500 Penalty: 4153.511719
	Iteration 4Q: 3 clusters Score -456444.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -456508.531250 Penalty: 4153.511719
	Iteration 5Q: 3 clusters Score -456508.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -456552.406250 Penalty: 4153.511719
	Iteration 6Q: 3 clusters Score -456552.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -456586.562500 Penalty: 4153.511719
	Iteration 7Q: 3 clusters Score -456586.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -456614.968750 Penalty: 4153.511719
	Iteration 8Q: 3 clusters Score -456615 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -456639.718750 Penalty: 4153.511719
	Iteration 9Q: 3 clusters Score -456639.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -456664.343750 Penalty: 4153.511719
	Iteration 10Q: 3 clusters Score -456664.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -456690.062500 Penalty: 4153.511719
	Iteration 11Q: 3 clusters Score -456690.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -456717.468750 Penalty: 4153.511719
	Iteration 12Q: 3 clusters Score -456717.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -456743.125000 Penalty: 4153.511719
	Iteration 13Q: 3 clusters Score -456743.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -456775.562500 Penalty: 4153.511719
	Iteration 14Q: 3 clusters Score -456775.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -456812.125000 Penalty: 4153.511719
	Iteration 15Q: 3 clusters Score -456812.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -456852.718750 Penalty: 4153.511719
	Iteration 16Q: 3 clusters Score -456852.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -456911.031250 Penalty: 4153.511719
	Iteration 17Q: 3 clusters Score -456911 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -456972.468750 Penalty: 4153.511719
	Iteration 18Q: 3 clusters Score -456972.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -457018.125000 Penalty: 4153.511719
	Iteration 19Q: 3 clusters Score -457018.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -457057.562500 Penalty: 4153.511719
	Iteration 20F: 3 clusters Score -457057.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -457090.656250 Penalty: 4153.511719
	Iteration 21Q: 3 clusters Score -457090.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -457122.625000 Penalty: 4153.511719
	Iteration 22Q: 3 clusters Score -457122.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -457151.968750 Penalty: 4153.511719
	Iteration 23Q: 3 clusters Score -457152 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -457171.093750 Penalty: 4153.511719
	Iteration 24Q: 3 clusters Score -457171.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -457187.093750 Penalty: 4153.511719
	Iteration 25Q: 3 clusters Score -457187.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -457198.093750 Penalty: 4153.511719
	Iteration 26Q: 3 clusters Score -457198.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -457206.125000 Penalty: 4153.511719
	Iteration 27Q: 3 clusters Score -457206.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -457214.156250 Penalty: 4153.511719
	Iteration 28Q: 3 clusters Score -457214.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -457219.625000 Penalty: 4153.511719
	Iteration 29Q: 3 clusters Score -457219.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -457225.968750 Penalty: 4153.511719
	Iteration 30Q: 3 clusters Score -457226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -457231.781250 Penalty: 4153.511719
	Iteration 31Q: 3 clusters Score -457231.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -457237.687500 Penalty: 4153.511719
	Iteration 32Q: 3 clusters Score -457237.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -457243.593750 Penalty: 4153.511719
	Iteration 33Q: 3 clusters Score -457243.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -457252.875000 Penalty: 4153.511719
	Iteration 34Q: 3 clusters Score -457252.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -457261.906250 Penalty: 4153.511719
	Iteration 35Q: 3 clusters Score -457261.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -457270.437500 Penalty: 4153.511719
	Iteration 36Q: 3 clusters Score -457270.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -457277.000000 Penalty: 4153.511719
	Iteration 37Q: 3 clusters Score -457277 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -457287.093750 Penalty: 4153.511719
	Iteration 38Q: 3 clusters Score -457287.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -457297.812500 Penalty: 4153.511719
	Iteration 39Q: 3 clusters Score -457297.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -457308.125000 Penalty: 4153.511719
	Iteration 40F: 3 clusters Score -457308.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -457315.718750 Penalty: 4153.511719
	Iteration 41Q: 3 clusters Score -457315.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -457319.125000 Penalty: 4153.511719
	Iteration 42Q: 3 clusters Score -457319.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -457323.093750 Penalty: 4153.511719
	Iteration 43Q: 3 clusters Score -457323.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -457326.906250 Penalty: 4153.511719
	Iteration 44Q: 3 clusters Score -457326.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -457330.843750 Penalty: 4153.511719
	Iteration 45Q: 3 clusters Score -457330.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -457335.375000 Penalty: 4153.511719
	Iteration 46Q: 3 clusters Score -457335.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -457339.343750 Penalty: 4153.511719
	Iteration 47Q: 3 clusters Score -457339.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -457341.593750 Penalty: 4153.511719
	Iteration 48Q: 3 clusters Score -457341.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -457345.125000 Penalty: 4153.511719
	Iteration 49Q: 3 clusters Score -457345.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -457349.343750 Penalty: 4153.511719
	Iteration 50Q: 3 clusters Score -457349.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -457354.937500 Penalty: 4153.511719
	Iteration 51Q: 3 clusters Score -457354.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -457358.500000 Penalty: 4153.511719
	Iteration 52Q: 3 clusters Score -457358.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -457365.000000 Penalty: 4153.511719
	Iteration 53Q: 3 clusters Score -457365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -457369.843750 Penalty: 4153.511719
	Iteration 54Q: 3 clusters Score -457369.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -457374.656250 Penalty: 4153.511719
	Iteration 55Q: 3 clusters Score -457374.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -457379.906250 Penalty: 4153.511719
	Iteration 56Q: 3 clusters Score -457379.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -457386.093750 Penalty: 4153.511719
	Iteration 57Q: 3 clusters Score -457386.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -457390.875000 Penalty: 4153.511719
	Iteration 58Q: 3 clusters Score -457390.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -457394.687500 Penalty: 4153.511719
	Iteration 59Q: 3 clusters Score -457394.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -457402.343750 Penalty: 4153.511719
	Iteration 60F: 3 clusters Score -457402.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -457412.718750 Penalty: 4153.511719
	Iteration 61Q: 3 clusters Score -457412.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -457426.937500 Penalty: 4153.511719
	Iteration 62Q: 3 clusters Score -457426.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -457443.437500 Penalty: 4153.511719
	Iteration 63Q: 3 clusters Score -457443.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -457463.593750 Penalty: 4153.511719
	Iteration 64Q: 3 clusters Score -457463.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -457487.843750 Penalty: 4153.511719
	Iteration 65Q: 3 clusters Score -457487.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -457513.656250 Penalty: 4153.511719
	Iteration 66Q: 3 clusters Score -457513.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -457545.656250 Penalty: 4153.511719
	Iteration 67Q: 3 clusters Score -457545.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -457575.093750 Penalty: 4153.511719
	Iteration 68Q: 3 clusters Score -457575.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -457598.687500 Penalty: 4153.511719
	Iteration 69Q: 3 clusters Score -457598.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -457626.375000 Penalty: 4153.511719
	Iteration 70Q: 3 clusters Score -457626.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -457646.375000 Penalty: 4153.511719
	Iteration 71Q: 3 clusters Score -457646.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -457674.250000 Penalty: 4153.511719
	Iteration 72Q: 3 clusters Score -457674.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -457704.812500 Penalty: 4153.511719
	Iteration 73Q: 3 clusters Score -457704.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -457735.937500 Penalty: 4153.511719
	Iteration 74Q: 3 clusters Score -457735.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -457764.968750 Penalty: 4153.511719
	Iteration 75Q: 3 clusters Score -457765 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -457791.781250 Penalty: 4153.511719
	Iteration 76Q: 3 clusters Score -457791.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -457819.500000 Penalty: 4153.511719
	Iteration 77Q: 3 clusters Score -457819.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -457856.218750 Penalty: 4153.511719
	Iteration 78Q: 3 clusters Score -457856.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -457904.812500 Penalty: 4153.511719
	Iteration 79Q: 3 clusters Score -457904.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -457951.500000 Penalty: 4153.511719
	Iteration 80F: 3 clusters Score -457951.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -457997.218750 Penalty: 4153.511719
	Iteration 81Q: 3 clusters Score -457997.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -458049.218750 Penalty: 4153.511719
	Iteration 82Q: 3 clusters Score -458049.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -458090.312500 Penalty: 4153.511719
	Iteration 83Q: 3 clusters Score -458090.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -458119.718750 Penalty: 4153.511719
	Iteration 84Q: 3 clusters Score -458119.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -458141.968750 Penalty: 4153.511719
	Iteration 85Q: 3 clusters Score -458142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -458153.906250 Penalty: 4153.511719
	Iteration 86Q: 3 clusters Score -458153.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -458160.500000 Penalty: 4153.511719
	Iteration 87Q: 3 clusters Score -458160.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -458167.968750 Penalty: 4153.511719
	Iteration 88Q: 3 clusters Score -458168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -458171.843750 Penalty: 4153.511719
	Iteration 89Q: 3 clusters Score -458171.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -458174.156250 Penalty: 4153.511719
	Iteration 90Q: 3 clusters Score -458174.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -458175.125000 Penalty: 4153.511719
	Iteration 91Q: 3 clusters Score -458175.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -458175.437500 Penalty: 4153.511719
	Iteration 92Q: 3 clusters Score -458175.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -458175.437500 Penalty: 4153.511719
	Iteration 93F: 3 clusters Score -458175.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -76533.656250 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -76533.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -74772.210938 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -74772.21 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -75006.953125 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -75006.95 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -75094.109375 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -75094.11 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -75146.796875 Penalty: 3312.457520
	Iteration 3Q: 3 clusters Score -75146.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -75175.226562 Penalty: 3312.457520
	Iteration 4Q: 3 clusters Score -75175.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -75192.796875 Penalty: 3312.457520
	Iteration 5Q: 3 clusters Score -75192.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -75204.437500 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -75204.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -75225.656250 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -75225.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -75257.906250 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -75257.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -75276.859375 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -75276.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -75286.250000 Penalty: 3312.457520
	Iteration 10Q: 3 clusters Score -75286.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -75289.179688 Penalty: 3312.457520
	Iteration 11Q: 3 clusters Score -75289.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -75292.320312 Penalty: 3312.457520
	Iteration 12Q: 3 clusters Score -75292.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -75292.320312 Penalty: 3312.457520
	Iteration 13F: 3 clusters Score -75292.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 16074 members 
Mstep: Class 3 contains 9288 members 
Mstep: Class 4 contains 3647 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 24059 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 13382 members 
Mstep: Class 9 contains 4065 members 
Mstep: Class 10 contains 9395 members 
Mstep: Class 11 contains 5584 members 
Mstep: Class 12 contains 16912 members 
Mstep: Class 13 contains 2953 members 
Mstep: Class 14 contains 8455 members 
Mstep: Class 15 contains 9884 members 
Mstep: Class 16 contains 89859 members 
Mstep: Class 17 contains 3235 members 
Mstep: Class 18 contains 8477 members 
Mstep: Class 19 contains 9227 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6495 members 
Mstep: Class 23 contains 56713 members 
Mstep: Class 24 contains 2746 members 
Mstep: Class 25 contains 9796 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 49773 members 
Mstep: Class 28 contains 27827 members 
Mstep: Class 29 contains 14886 members 
Mstep: Class 30 contains 13197 members 
Mstep: Class 31 contains 10853 members 
Mstep: Class 32 contains 13053 members 
Mstep: Class 33 contains 13377 members 
Mstep: Class 34 contains 14886 members 
Mstep: Class 35 contains 10279 members 
Mstep: Class 36 contains 353 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30658 members 
Mstep: Class 39 contains 5169 members 
Mstep: Class 40 contains 12380 members 
Mstep: Class 41 contains 17731 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11336 members 
Mstep: Class 45 contains 2251 members 
Mstep: Class 46 contains 14641 members 
Mstep: Class 47 contains 19430 members 
Mstep: Class 48 contains 4333 members 
Mstep: Class 49 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64756832.000000 Penalty: 175892.625000
Iteration 119Q: 54 clusters Score -6.475683e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 16007 members 
Mstep: Class 3 contains 9310 members 
Mstep: Class 4 contains 3648 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 24264 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 13709 members 
Mstep: Class 9 contains 4079 members 
Mstep: Class 10 contains 9434 members 
Mstep: Class 11 contains 5591 members 
Mstep: Class 12 contains 17006 members 
Mstep: Class 13 contains 2955 members 
Mstep: Class 14 contains 8483 members 
Mstep: Class 15 contains 9925 members 
Mstep: Class 16 contains 89886 members 
Mstep: Class 17 contains 3235 members 
Mstep: Class 18 contains 8467 members 
Mstep: Class 19 contains 9376 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6513 members 
Mstep: Class 23 contains 56707 members 
Mstep: Class 24 contains 2748 members 
Mstep: Class 25 contains 9810 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 49988 members 
Mstep: Class 28 contains 28001 members 
Mstep: Class 29 contains 14884 members 
Mstep: Class 30 contains 13295 members 
Mstep: Class 31 contains 10847 members 
Mstep: Class 32 contains 13068 members 
Mstep: Class 33 contains 13428 members 
Mstep: Class 34 contains 14755 members 
Mstep: Class 35 contains 10416 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30713 members 
Mstep: Class 39 contains 5170 members 
Mstep: Class 40 contains 12397 members 
Mstep: Class 41 contains 17806 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11339 members 
Mstep: Class 45 contains 2253 members 
Mstep: Class 46 contains 14656 members 
Mstep: Class 47 contains 19457 members 
Mstep: Class 48 contains 4365 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5550 members 
Mstep: Class 51 contains 9643 members 
Mstep: Class 52 contains 16684 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64759688.000000 Penalty: 175892.625000
Iteration 120F: 54 clusters Score -6.475969e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 15949 members 
Mstep: Class 3 contains 9226 members 
Mstep: Class 4 contains 3627 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 24327 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 13828 members 
Mstep: Class 9 contains 4097 members 
Mstep: Class 10 contains 9463 members 
Mstep: Class 11 contains 5531 members 
Mstep: Class 12 contains 16936 members 
Mstep: Class 13 contains 2956 members 
Mstep: Class 14 contains 8458 members 
Mstep: Class 15 contains 9973 members 
Mstep: Class 16 contains 89879 members 
Mstep: Class 17 contains 3241 members 
Mstep: Class 18 contains 8445 members 
Mstep: Class 19 contains 9503 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6536 members 
Mstep: Class 23 contains 56565 members 
Mstep: Class 24 contains 2740 members 
Mstep: Class 25 contains 9829 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 48947 members 
Mstep: Class 28 contains 28092 members 
Mstep: Class 29 contains 14752 members 
Mstep: Class 30 contains 13272 members 
Mstep: Class 31 contains 10824 members 
Mstep: Class 32 contains 13084 members 
Mstep: Class 33 contains 13467 members 
Mstep: Class 34 contains 14579 members 
Mstep: Class 35 contains 10452 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30676 members 
Mstep: Class 39 contains 5168 members 
Mstep: Class 40 contains 12395 members 
Mstep: Class 41 contains 17920 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11330 members 
Mstep: Class 45 contains 2254 members 
Mstep: Class 46 contains 14678 members 
Mstep: Class 47 contains 19476 members 
Mstep: Class 48 contains 4390 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5643 members 
Mstep: Class 51 contains 10396 members 
Mstep: Class 52 contains 16963 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64760956.000000 Penalty: 175892.625000
Iteration 121Q: 54 clusters Score -6.476096e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 15869 members 
Mstep: Class 3 contains 9176 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 24415 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 13903 members 
Mstep: Class 9 contains 4116 members 
Mstep: Class 10 contains 9477 members 
Mstep: Class 11 contains 5495 members 
Mstep: Class 12 contains 16895 members 
Mstep: Class 13 contains 2966 members 
Mstep: Class 14 contains 8445 members 
Mstep: Class 15 contains 10032 members 
Mstep: Class 16 contains 89864 members 
Mstep: Class 17 contains 3241 members 
Mstep: Class 18 contains 8443 members 
Mstep: Class 19 contains 9606 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6539 members 
Mstep: Class 23 contains 56453 members 
Mstep: Class 24 contains 2739 members 
Mstep: Class 25 contains 9869 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 48109 members 
Mstep: Class 28 contains 28159 members 
Mstep: Class 29 contains 14610 members 
Mstep: Class 30 contains 13280 members 
Mstep: Class 31 contains 10818 members 
Mstep: Class 32 contains 13087 members 
Mstep: Class 33 contains 13540 members 
Mstep: Class 34 contains 14440 members 
Mstep: Class 35 contains 10482 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30648 members 
Mstep: Class 39 contains 5164 members 
Mstep: Class 40 contains 12385 members 
Mstep: Class 41 contains 18025 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11331 members 
Mstep: Class 45 contains 2257 members 
Mstep: Class 46 contains 14698 members 
Mstep: Class 47 contains 19494 members 
Mstep: Class 48 contains 4410 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5680 members 
Mstep: Class 51 contains 11008 members 
Mstep: Class 52 contains 17072 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64761820.000000 Penalty: 175892.625000
Iteration 122Q: 54 clusters Score -6.476182e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 15803 members 
Mstep: Class 3 contains 9133 members 
Mstep: Class 4 contains 3605 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 24505 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 13961 members 
Mstep: Class 9 contains 4142 members 
Mstep: Class 10 contains 9483 members 
Mstep: Class 11 contains 5467 members 
Mstep: Class 12 contains 16891 members 
Mstep: Class 13 contains 2970 members 
Mstep: Class 14 contains 8442 members 
Mstep: Class 15 contains 10075 members 
Mstep: Class 16 contains 89859 members 
Mstep: Class 17 contains 3242 members 
Mstep: Class 18 contains 8444 members 
Mstep: Class 19 contains 9686 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6548 members 
Mstep: Class 23 contains 56396 members 
Mstep: Class 24 contains 2734 members 
Mstep: Class 25 contains 9888 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 47391 members 
Mstep: Class 28 contains 28215 members 
Mstep: Class 29 contains 14447 members 
Mstep: Class 30 contains 13292 members 
Mstep: Class 31 contains 10818 members 
Mstep: Class 32 contains 13099 members 
Mstep: Class 33 contains 13628 members 
Mstep: Class 34 contains 14297 members 
Mstep: Class 35 contains 10521 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30616 members 
Mstep: Class 39 contains 5161 members 
Mstep: Class 40 contains 12385 members 
Mstep: Class 41 contains 18128 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11328 members 
Mstep: Class 45 contains 2258 members 
Mstep: Class 46 contains 14717 members 
Mstep: Class 47 contains 19509 members 
Mstep: Class 48 contains 4425 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5699 members 
Mstep: Class 51 contains 11498 members 
Mstep: Class 52 contains 17136 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64762492.000000 Penalty: 175892.625000
Iteration 123Q: 54 clusters Score -6.476249e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 15757 members 
Mstep: Class 3 contains 9106 members 
Mstep: Class 4 contains 3592 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 24612 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14003 members 
Mstep: Class 9 contains 4168 members 
Mstep: Class 10 contains 9489 members 
Mstep: Class 11 contains 5460 members 
Mstep: Class 12 contains 16872 members 
Mstep: Class 13 contains 2974 members 
Mstep: Class 14 contains 8441 members 
Mstep: Class 15 contains 10107 members 
Mstep: Class 16 contains 89856 members 
Mstep: Class 17 contains 3239 members 
Mstep: Class 18 contains 8433 members 
Mstep: Class 19 contains 9749 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6562 members 
Mstep: Class 23 contains 56389 members 
Mstep: Class 24 contains 2731 members 
Mstep: Class 25 contains 9899 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 46705 members 
Mstep: Class 28 contains 28258 members 
Mstep: Class 29 contains 14316 members 
Mstep: Class 30 contains 13299 members 
Mstep: Class 31 contains 10813 members 
Mstep: Class 32 contains 13116 members 
Mstep: Class 33 contains 13739 members 
Mstep: Class 34 contains 14167 members 
Mstep: Class 35 contains 10564 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30579 members 
Mstep: Class 39 contains 5158 members 
Mstep: Class 40 contains 12389 members 
Mstep: Class 41 contains 18209 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11315 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14736 members 
Mstep: Class 47 contains 19529 members 
Mstep: Class 48 contains 4437 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5711 members 
Mstep: Class 51 contains 11924 members 
Mstep: Class 52 contains 17167 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64762976.000000 Penalty: 175892.625000
Iteration 124Q: 54 clusters Score -6.476298e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 15706 members 
Mstep: Class 3 contains 9087 members 
Mstep: Class 4 contains 3580 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 24701 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14036 members 
Mstep: Class 9 contains 4190 members 
Mstep: Class 10 contains 9484 members 
Mstep: Class 11 contains 5456 members 
Mstep: Class 12 contains 16852 members 
Mstep: Class 13 contains 2978 members 
Mstep: Class 14 contains 8439 members 
Mstep: Class 15 contains 10137 members 
Mstep: Class 16 contains 89854 members 
Mstep: Class 17 contains 3240 members 
Mstep: Class 18 contains 8427 members 
Mstep: Class 19 contains 9802 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6576 members 
Mstep: Class 23 contains 56375 members 
Mstep: Class 24 contains 2728 members 
Mstep: Class 25 contains 9913 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 46161 members 
Mstep: Class 28 contains 28282 members 
Mstep: Class 29 contains 14184 members 
Mstep: Class 30 contains 13320 members 
Mstep: Class 31 contains 10818 members 
Mstep: Class 32 contains 13142 members 
Mstep: Class 33 contains 13866 members 
Mstep: Class 34 contains 14058 members 
Mstep: Class 35 contains 10614 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30546 members 
Mstep: Class 39 contains 5155 members 
Mstep: Class 40 contains 12390 members 
Mstep: Class 41 contains 18293 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11305 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14747 members 
Mstep: Class 47 contains 19544 members 
Mstep: Class 48 contains 4439 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5719 members 
Mstep: Class 51 contains 12241 members 
Mstep: Class 52 contains 17184 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64763448.000000 Penalty: 175892.625000
Iteration 125Q: 54 clusters Score -6.476345e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 15649 members 
Mstep: Class 3 contains 9068 members 
Mstep: Class 4 contains 3573 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 24798 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14061 members 
Mstep: Class 9 contains 4218 members 
Mstep: Class 10 contains 9475 members 
Mstep: Class 11 contains 5447 members 
Mstep: Class 12 contains 16831 members 
Mstep: Class 13 contains 2987 members 
Mstep: Class 14 contains 8437 members 
Mstep: Class 15 contains 10171 members 
Mstep: Class 16 contains 89850 members 
Mstep: Class 17 contains 3238 members 
Mstep: Class 18 contains 8422 members 
Mstep: Class 19 contains 9846 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6589 members 
Mstep: Class 23 contains 56366 members 
Mstep: Class 24 contains 2730 members 
Mstep: Class 25 contains 9933 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 45712 members 
Mstep: Class 28 contains 28304 members 
Mstep: Class 29 contains 14035 members 
Mstep: Class 30 contains 13326 members 
Mstep: Class 31 contains 10842 members 
Mstep: Class 32 contains 13162 members 
Mstep: Class 33 contains 13972 members 
Mstep: Class 34 contains 13977 members 
Mstep: Class 35 contains 10644 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30516 members 
Mstep: Class 39 contains 5148 members 
Mstep: Class 40 contains 12386 members 
Mstep: Class 41 contains 18382 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11299 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14755 members 
Mstep: Class 47 contains 19563 members 
Mstep: Class 48 contains 4448 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5728 members 
Mstep: Class 51 contains 12485 members 
Mstep: Class 52 contains 17194 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64763796.000000 Penalty: 175892.625000
Iteration 126Q: 54 clusters Score -6.47638e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 15602 members 
Mstep: Class 3 contains 9049 members 
Mstep: Class 4 contains 3566 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 24883 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14084 members 
Mstep: Class 9 contains 4245 members 
Mstep: Class 10 contains 9474 members 
Mstep: Class 11 contains 5446 members 
Mstep: Class 12 contains 16832 members 
Mstep: Class 13 contains 2996 members 
Mstep: Class 14 contains 8437 members 
Mstep: Class 15 contains 10204 members 
Mstep: Class 16 contains 89854 members 
Mstep: Class 17 contains 3239 members 
Mstep: Class 18 contains 8424 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6598 members 
Mstep: Class 23 contains 56351 members 
Mstep: Class 24 contains 2731 members 
Mstep: Class 25 contains 9937 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 45319 members 
Mstep: Class 28 contains 28328 members 
Mstep: Class 29 contains 13876 members 
Mstep: Class 30 contains 13327 members 
Mstep: Class 31 contains 10846 members 
Mstep: Class 32 contains 13175 members 
Mstep: Class 33 contains 14104 members 
Mstep: Class 34 contains 13900 members 
Mstep: Class 35 contains 10671 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30502 members 
Mstep: Class 39 contains 5146 members 
Mstep: Class 40 contains 12384 members 
Mstep: Class 41 contains 18487 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11298 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14761 members 
Mstep: Class 47 contains 19573 members 
Mstep: Class 48 contains 4449 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5733 members 
Mstep: Class 51 contains 12666 members 
Mstep: Class 52 contains 17198 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64764084.000000 Penalty: 175892.625000
Iteration 127Q: 54 clusters Score -6.476408e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 15558 members 
Mstep: Class 3 contains 9043 members 
Mstep: Class 4 contains 3555 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 24957 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14104 members 
Mstep: Class 9 contains 4270 members 
Mstep: Class 10 contains 9468 members 
Mstep: Class 11 contains 5440 members 
Mstep: Class 12 contains 16838 members 
Mstep: Class 13 contains 3001 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 10234 members 
Mstep: Class 16 contains 89855 members 
Mstep: Class 17 contains 3239 members 
Mstep: Class 18 contains 8425 members 
Mstep: Class 19 contains 9904 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6607 members 
Mstep: Class 23 contains 56355 members 
Mstep: Class 24 contains 2727 members 
Mstep: Class 25 contains 9929 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 44951 members 
Mstep: Class 28 contains 28349 members 
Mstep: Class 29 contains 13731 members 
Mstep: Class 30 contains 13342 members 
Mstep: Class 31 contains 10855 members 
Mstep: Class 32 contains 13213 members 
Mstep: Class 33 contains 14243 members 
Mstep: Class 34 contains 13817 members 
Mstep: Class 35 contains 10694 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30477 members 
Mstep: Class 39 contains 5143 members 
Mstep: Class 40 contains 12383 members 
Mstep: Class 41 contains 18564 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11294 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14772 members 
Mstep: Class 47 contains 19580 members 
Mstep: Class 48 contains 4463 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5738 members 
Mstep: Class 51 contains 12817 members 
Mstep: Class 52 contains 17194 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64764308.000000 Penalty: 175892.625000
Iteration 128Q: 54 clusters Score -6.476431e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 15518 members 
Mstep: Class 3 contains 9048 members 
Mstep: Class 4 contains 3545 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 25032 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14121 members 
Mstep: Class 9 contains 4304 members 
Mstep: Class 10 contains 9475 members 
Mstep: Class 11 contains 5442 members 
Mstep: Class 12 contains 16850 members 
Mstep: Class 13 contains 3010 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 10251 members 
Mstep: Class 16 contains 89856 members 
Mstep: Class 17 contains 3241 members 
Mstep: Class 18 contains 8427 members 
Mstep: Class 19 contains 9920 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6618 members 
Mstep: Class 23 contains 56345 members 
Mstep: Class 24 contains 2724 members 
Mstep: Class 25 contains 9929 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 44610 members 
Mstep: Class 28 contains 28357 members 
Mstep: Class 29 contains 13585 members 
Mstep: Class 30 contains 13346 members 
Mstep: Class 31 contains 10862 members 
Mstep: Class 32 contains 13233 members 
Mstep: Class 33 contains 14381 members 
Mstep: Class 34 contains 13735 members 
Mstep: Class 35 contains 10715 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30435 members 
Mstep: Class 39 contains 5147 members 
Mstep: Class 40 contains 12385 members 
Mstep: Class 41 contains 18678 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11303 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14785 members 
Mstep: Class 47 contains 19584 members 
Mstep: Class 48 contains 4471 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5743 members 
Mstep: Class 51 contains 12942 members 
Mstep: Class 52 contains 17176 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64764480.000000 Penalty: 175892.625000
Iteration 129Q: 54 clusters Score -6.476448e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 15478 members 
Mstep: Class 3 contains 9041 members 
Mstep: Class 4 contains 3529 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 25100 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14137 members 
Mstep: Class 9 contains 4331 members 
Mstep: Class 10 contains 9463 members 
Mstep: Class 11 contains 5444 members 
Mstep: Class 12 contains 16857 members 
Mstep: Class 13 contains 3018 members 
Mstep: Class 14 contains 8436 members 
Mstep: Class 15 contains 10275 members 
Mstep: Class 16 contains 89856 members 
Mstep: Class 17 contains 3247 members 
Mstep: Class 18 contains 8428 members 
Mstep: Class 19 contains 9929 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6630 members 
Mstep: Class 23 contains 56334 members 
Mstep: Class 24 contains 2718 members 
Mstep: Class 25 contains 9936 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 44326 members 
Mstep: Class 28 contains 28368 members 
Mstep: Class 29 contains 13454 members 
Mstep: Class 30 contains 13351 members 
Mstep: Class 31 contains 10865 members 
Mstep: Class 32 contains 13262 members 
Mstep: Class 33 contains 14545 members 
Mstep: Class 34 contains 13657 members 
Mstep: Class 35 contains 10738 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30413 members 
Mstep: Class 39 contains 5153 members 
Mstep: Class 40 contains 12391 members 
Mstep: Class 41 contains 18765 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11296 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14797 members 
Mstep: Class 47 contains 19586 members 
Mstep: Class 48 contains 4477 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5745 members 
Mstep: Class 51 contains 13035 members 
Mstep: Class 52 contains 17153 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64764672.000000 Penalty: 175892.625000
Iteration 130Q: 54 clusters Score -6.476467e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 15424 members 
Mstep: Class 3 contains 9030 members 
Mstep: Class 4 contains 3503 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 25150 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14151 members 
Mstep: Class 9 contains 4357 members 
Mstep: Class 10 contains 9458 members 
Mstep: Class 11 contains 5433 members 
Mstep: Class 12 contains 16845 members 
Mstep: Class 13 contains 3028 members 
Mstep: Class 14 contains 8436 members 
Mstep: Class 15 contains 10314 members 
Mstep: Class 16 contains 89859 members 
Mstep: Class 17 contains 3245 members 
Mstep: Class 18 contains 8429 members 
Mstep: Class 19 contains 9946 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6638 members 
Mstep: Class 23 contains 56305 members 
Mstep: Class 24 contains 2720 members 
Mstep: Class 25 contains 9926 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 44092 members 
Mstep: Class 28 contains 28374 members 
Mstep: Class 29 contains 13356 members 
Mstep: Class 30 contains 13365 members 
Mstep: Class 31 contains 10869 members 
Mstep: Class 32 contains 13285 members 
Mstep: Class 33 contains 14710 members 
Mstep: Class 34 contains 13577 members 
Mstep: Class 35 contains 10764 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30401 members 
Mstep: Class 39 contains 5156 members 
Mstep: Class 40 contains 12391 members 
Mstep: Class 41 contains 18864 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11279 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14813 members 
Mstep: Class 47 contains 19593 members 
Mstep: Class 48 contains 4477 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5743 members 
Mstep: Class 51 contains 13123 members 
Mstep: Class 52 contains 17134 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64765004.000000 Penalty: 175892.625000
Iteration 131Q: 54 clusters Score -6.4765e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 15366 members 
Mstep: Class 3 contains 9032 members 
Mstep: Class 4 contains 3485 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 25204 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14154 members 
Mstep: Class 9 contains 4384 members 
Mstep: Class 10 contains 9449 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 16846 members 
Mstep: Class 13 contains 3041 members 
Mstep: Class 14 contains 8436 members 
Mstep: Class 15 contains 10354 members 
Mstep: Class 16 contains 89859 members 
Mstep: Class 17 contains 3245 members 
Mstep: Class 18 contains 8432 members 
Mstep: Class 19 contains 9970 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6643 members 
Mstep: Class 23 contains 56325 members 
Mstep: Class 24 contains 2720 members 
Mstep: Class 25 contains 9910 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 43882 members 
Mstep: Class 28 contains 28370 members 
Mstep: Class 29 contains 13239 members 
Mstep: Class 30 contains 13375 members 
Mstep: Class 31 contains 10873 members 
Mstep: Class 32 contains 13291 members 
Mstep: Class 33 contains 14847 members 
Mstep: Class 34 contains 13490 members 
Mstep: Class 35 contains 10788 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30381 members 
Mstep: Class 39 contains 5162 members 
Mstep: Class 40 contains 12394 members 
Mstep: Class 41 contains 18978 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11276 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14824 members 
Mstep: Class 47 contains 19599 members 
Mstep: Class 48 contains 4477 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5746 members 
Mstep: Class 51 contains 13181 members 
Mstep: Class 52 contains 17113 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64765620.000000 Penalty: 175892.625000
Iteration 132Q: 54 clusters Score -6.476562e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 15315 members 
Mstep: Class 3 contains 9028 members 
Mstep: Class 4 contains 3462 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 25255 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14157 members 
Mstep: Class 9 contains 4412 members 
Mstep: Class 10 contains 9458 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 16845 members 
Mstep: Class 13 contains 3054 members 
Mstep: Class 14 contains 8436 members 
Mstep: Class 15 contains 10387 members 
Mstep: Class 16 contains 89859 members 
Mstep: Class 17 contains 3248 members 
Mstep: Class 18 contains 8433 members 
Mstep: Class 19 contains 9998 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6649 members 
Mstep: Class 23 contains 56318 members 
Mstep: Class 24 contains 2720 members 
Mstep: Class 25 contains 9885 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 43701 members 
Mstep: Class 28 contains 28360 members 
Mstep: Class 29 contains 13119 members 
Mstep: Class 30 contains 13395 members 
Mstep: Class 31 contains 10876 members 
Mstep: Class 32 contains 13309 members 
Mstep: Class 33 contains 14984 members 
Mstep: Class 34 contains 13393 members 
Mstep: Class 35 contains 10819 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30345 members 
Mstep: Class 39 contains 5170 members 
Mstep: Class 40 contains 12395 members 
Mstep: Class 41 contains 19091 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11274 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14840 members 
Mstep: Class 47 contains 19608 members 
Mstep: Class 48 contains 4477 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5745 members 
Mstep: Class 51 contains 13247 members 
Mstep: Class 52 contains 17085 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64766208.000000 Penalty: 175892.625000
Iteration 133Q: 54 clusters Score -6.476621e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 15269 members 
Mstep: Class 3 contains 9036 members 
Mstep: Class 4 contains 3428 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 25297 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14160 members 
Mstep: Class 9 contains 4438 members 
Mstep: Class 10 contains 9477 members 
Mstep: Class 11 contains 5404 members 
Mstep: Class 12 contains 16850 members 
Mstep: Class 13 contains 3063 members 
Mstep: Class 14 contains 8436 members 
Mstep: Class 15 contains 10413 members 
Mstep: Class 16 contains 89859 members 
Mstep: Class 17 contains 3249 members 
Mstep: Class 18 contains 8435 members 
Mstep: Class 19 contains 10018 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6660 members 
Mstep: Class 23 contains 56327 members 
Mstep: Class 24 contains 2723 members 
Mstep: Class 25 contains 9867 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 43505 members 
Mstep: Class 28 contains 28358 members 
Mstep: Class 29 contains 12989 members 
Mstep: Class 30 contains 13402 members 
Mstep: Class 31 contains 10867 members 
Mstep: Class 32 contains 13337 members 
Mstep: Class 33 contains 15140 members 
Mstep: Class 34 contains 13287 members 
Mstep: Class 35 contains 10842 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30307 members 
Mstep: Class 39 contains 5176 members 
Mstep: Class 40 contains 12404 members 
Mstep: Class 41 contains 19189 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11270 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14855 members 
Mstep: Class 47 contains 19613 members 
Mstep: Class 48 contains 4479 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5746 members 
Mstep: Class 51 contains 13319 members 
Mstep: Class 52 contains 17066 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64766728.000000 Penalty: 175892.625000
Iteration 134Q: 54 clusters Score -6.476673e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 15226 members 
Mstep: Class 3 contains 9026 members 
Mstep: Class 4 contains 3392 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 25341 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14164 members 
Mstep: Class 9 contains 4468 members 
Mstep: Class 10 contains 9482 members 
Mstep: Class 11 contains 5399 members 
Mstep: Class 12 contains 16854 members 
Mstep: Class 13 contains 3081 members 
Mstep: Class 14 contains 8436 members 
Mstep: Class 15 contains 10444 members 
Mstep: Class 16 contains 89861 members 
Mstep: Class 17 contains 3253 members 
Mstep: Class 18 contains 8434 members 
Mstep: Class 19 contains 10035 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6667 members 
Mstep: Class 23 contains 56342 members 
Mstep: Class 24 contains 2725 members 
Mstep: Class 25 contains 9834 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 43306 members 
Mstep: Class 28 contains 28354 members 
Mstep: Class 29 contains 12881 members 
Mstep: Class 30 contains 13417 members 
Mstep: Class 31 contains 10852 members 
Mstep: Class 32 contains 13345 members 
Mstep: Class 33 contains 15286 members 
Mstep: Class 34 contains 13194 members 
Mstep: Class 35 contains 10868 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30286 members 
Mstep: Class 39 contains 5177 members 
Mstep: Class 40 contains 12404 members 
Mstep: Class 41 contains 19313 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11255 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14871 members 
Mstep: Class 47 contains 19636 members 
Mstep: Class 48 contains 4476 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5745 members 
Mstep: Class 51 contains 13380 members 
Mstep: Class 52 contains 17049 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767008.000000 Penalty: 175892.625000
Iteration 135Q: 54 clusters Score -6.476701e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 15199 members 
Mstep: Class 3 contains 9023 members 
Mstep: Class 4 contains 3362 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 25385 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14164 members 
Mstep: Class 9 contains 4496 members 
Mstep: Class 10 contains 9485 members 
Mstep: Class 11 contains 5381 members 
Mstep: Class 12 contains 16847 members 
Mstep: Class 13 contains 3092 members 
Mstep: Class 14 contains 8436 members 
Mstep: Class 15 contains 10472 members 
Mstep: Class 16 contains 89861 members 
Mstep: Class 17 contains 3262 members 
Mstep: Class 18 contains 8434 members 
Mstep: Class 19 contains 10049 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6674 members 
Mstep: Class 23 contains 56357 members 
Mstep: Class 24 contains 2725 members 
Mstep: Class 25 contains 9785 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 43143 members 
Mstep: Class 28 contains 28355 members 
Mstep: Class 29 contains 12791 members 
Mstep: Class 30 contains 13428 members 
Mstep: Class 31 contains 10839 members 
Mstep: Class 32 contains 13359 members 
Mstep: Class 33 contains 15431 members 
Mstep: Class 34 contains 13098 members 
Mstep: Class 35 contains 10887 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30269 members 
Mstep: Class 39 contains 5179 members 
Mstep: Class 40 contains 12403 members 
Mstep: Class 41 contains 19433 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11250 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14883 members 
Mstep: Class 47 contains 19653 members 
Mstep: Class 48 contains 4472 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5749 members 
Mstep: Class 51 contains 13422 members 
Mstep: Class 52 contains 17025 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767516.000000 Penalty: 175892.625000
Iteration 136Q: 54 clusters Score -6.476752e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 15168 members 
Mstep: Class 3 contains 9014 members 
Mstep: Class 4 contains 3337 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 25434 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14166 members 
Mstep: Class 9 contains 4530 members 
Mstep: Class 10 contains 9492 members 
Mstep: Class 11 contains 5361 members 
Mstep: Class 12 contains 16853 members 
Mstep: Class 13 contains 3104 members 
Mstep: Class 14 contains 8437 members 
Mstep: Class 15 contains 10496 members 
Mstep: Class 16 contains 89858 members 
Mstep: Class 17 contains 3268 members 
Mstep: Class 18 contains 8434 members 
Mstep: Class 19 contains 10065 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6682 members 
Mstep: Class 23 contains 56378 members 
Mstep: Class 24 contains 2728 members 
Mstep: Class 25 contains 9744 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 43001 members 
Mstep: Class 28 contains 28358 members 
Mstep: Class 29 contains 12746 members 
Mstep: Class 30 contains 13439 members 
Mstep: Class 31 contains 10805 members 
Mstep: Class 32 contains 13382 members 
Mstep: Class 33 contains 15586 members 
Mstep: Class 34 contains 13005 members 
Mstep: Class 35 contains 10900 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30242 members 
Mstep: Class 39 contains 5182 members 
Mstep: Class 40 contains 12403 members 
Mstep: Class 41 contains 19489 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11248 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14888 members 
Mstep: Class 47 contains 19659 members 
Mstep: Class 48 contains 4471 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5751 members 
Mstep: Class 51 contains 13455 members 
Mstep: Class 52 contains 16999 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767812.000000 Penalty: 175892.625000
Iteration 137Q: 54 clusters Score -6.476781e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 15141 members 
Mstep: Class 3 contains 9007 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 25473 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14170 members 
Mstep: Class 9 contains 4555 members 
Mstep: Class 10 contains 9489 members 
Mstep: Class 11 contains 5349 members 
Mstep: Class 12 contains 16858 members 
Mstep: Class 13 contains 3117 members 
Mstep: Class 14 contains 8438 members 
Mstep: Class 15 contains 10507 members 
Mstep: Class 16 contains 89855 members 
Mstep: Class 17 contains 3271 members 
Mstep: Class 18 contains 8436 members 
Mstep: Class 19 contains 10102 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6686 members 
Mstep: Class 23 contains 56400 members 
Mstep: Class 24 contains 2730 members 
Mstep: Class 25 contains 9694 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 42887 members 
Mstep: Class 28 contains 28366 members 
Mstep: Class 29 contains 12714 members 
Mstep: Class 30 contains 13452 members 
Mstep: Class 31 contains 10770 members 
Mstep: Class 32 contains 13402 members 
Mstep: Class 33 contains 15721 members 
Mstep: Class 34 contains 12897 members 
Mstep: Class 35 contains 10907 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30206 members 
Mstep: Class 39 contains 5184 members 
Mstep: Class 40 contains 12406 members 
Mstep: Class 41 contains 19547 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11250 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14893 members 
Mstep: Class 47 contains 19675 members 
Mstep: Class 48 contains 4475 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5752 members 
Mstep: Class 51 contains 13486 members 
Mstep: Class 52 contains 16980 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767900.000000 Penalty: 175892.625000
Iteration 138Q: 54 clusters Score -6.47679e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 15092 members 
Mstep: Class 3 contains 9002 members 
Mstep: Class 4 contains 3285 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 25510 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14172 members 
Mstep: Class 9 contains 4581 members 
Mstep: Class 10 contains 9503 members 
Mstep: Class 11 contains 5336 members 
Mstep: Class 12 contains 16851 members 
Mstep: Class 13 contains 3132 members 
Mstep: Class 14 contains 8439 members 
Mstep: Class 15 contains 10525 members 
Mstep: Class 16 contains 89857 members 
Mstep: Class 17 contains 3278 members 
Mstep: Class 18 contains 8426 members 
Mstep: Class 19 contains 10138 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6695 members 
Mstep: Class 23 contains 56394 members 
Mstep: Class 24 contains 2736 members 
Mstep: Class 25 contains 9666 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 42804 members 
Mstep: Class 28 contains 28372 members 
Mstep: Class 29 contains 12706 members 
Mstep: Class 30 contains 13470 members 
Mstep: Class 31 contains 10751 members 
Mstep: Class 32 contains 13409 members 
Mstep: Class 33 contains 15855 members 
Mstep: Class 34 contains 12805 members 
Mstep: Class 35 contains 10916 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30173 members 
Mstep: Class 39 contains 5186 members 
Mstep: Class 40 contains 12410 members 
Mstep: Class 41 contains 19574 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11250 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14896 members 
Mstep: Class 47 contains 19689 members 
Mstep: Class 48 contains 4463 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5756 members 
Mstep: Class 51 contains 13501 members 
Mstep: Class 52 contains 16954 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768048.000000 Penalty: 175892.625000
Iteration 139Q: 54 clusters Score -6.476805e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 15049 members 
Mstep: Class 3 contains 8990 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 25535 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14177 members 
Mstep: Class 9 contains 4610 members 
Mstep: Class 10 contains 9521 members 
Mstep: Class 11 contains 5316 members 
Mstep: Class 12 contains 16837 members 
Mstep: Class 13 contains 3148 members 
Mstep: Class 14 contains 8439 members 
Mstep: Class 15 contains 10548 members 
Mstep: Class 16 contains 89855 members 
Mstep: Class 17 contains 3277 members 
Mstep: Class 18 contains 8423 members 
Mstep: Class 19 contains 10155 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6697 members 
Mstep: Class 23 contains 56378 members 
Mstep: Class 24 contains 2742 members 
Mstep: Class 25 contains 9632 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 42734 members 
Mstep: Class 28 contains 28369 members 
Mstep: Class 29 contains 12755 members 
Mstep: Class 30 contains 13485 members 
Mstep: Class 31 contains 10731 members 
Mstep: Class 32 contains 13408 members 
Mstep: Class 33 contains 15963 members 
Mstep: Class 34 contains 12719 members 
Mstep: Class 35 contains 10923 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30153 members 
Mstep: Class 39 contains 5185 members 
Mstep: Class 40 contains 12407 members 
Mstep: Class 41 contains 19608 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11253 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14898 members 
Mstep: Class 47 contains 19707 members 
Mstep: Class 48 contains 4454 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5758 members 
Mstep: Class 51 contains 13520 members 
Mstep: Class 52 contains 16932 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768408.000000 Penalty: 175892.625000
Iteration 140F: 54 clusters Score -6.476841e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 14999 members 
Mstep: Class 3 contains 8990 members 
Mstep: Class 4 contains 3248 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25548 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14181 members 
Mstep: Class 9 contains 4634 members 
Mstep: Class 10 contains 9548 members 
Mstep: Class 11 contains 5292 members 
Mstep: Class 12 contains 16817 members 
Mstep: Class 13 contains 3168 members 
Mstep: Class 14 contains 8438 members 
Mstep: Class 15 contains 10571 members 
Mstep: Class 16 contains 89853 members 
Mstep: Class 17 contains 3276 members 
Mstep: Class 18 contains 8421 members 
Mstep: Class 19 contains 10167 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6703 members 
Mstep: Class 23 contains 56375 members 
Mstep: Class 24 contains 2742 members 
Mstep: Class 25 contains 9593 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 42654 members 
Mstep: Class 28 contains 28365 members 
Mstep: Class 29 contains 12823 members 
Mstep: Class 30 contains 13498 members 
Mstep: Class 31 contains 10708 members 
Mstep: Class 32 contains 13411 members 
Mstep: Class 33 contains 16061 members 
Mstep: Class 34 contains 12635 members 
Mstep: Class 35 contains 10937 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30125 members 
Mstep: Class 39 contains 5189 members 
Mstep: Class 40 contains 12412 members 
Mstep: Class 41 contains 19634 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11252 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14904 members 
Mstep: Class 47 contains 19722 members 
Mstep: Class 48 contains 4445 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5760 members 
Mstep: Class 51 contains 13549 members 
Mstep: Class 52 contains 16910 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768684.000000 Penalty: 175892.625000
Iteration 141Q: 54 clusters Score -6.476868e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 14970 members 
Mstep: Class 3 contains 8983 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25570 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14185 members 
Mstep: Class 9 contains 4653 members 
Mstep: Class 10 contains 9570 members 
Mstep: Class 11 contains 5271 members 
Mstep: Class 12 contains 16803 members 
Mstep: Class 13 contains 3184 members 
Mstep: Class 14 contains 8439 members 
Mstep: Class 15 contains 10579 members 
Mstep: Class 16 contains 89851 members 
Mstep: Class 17 contains 3282 members 
Mstep: Class 18 contains 8416 members 
Mstep: Class 19 contains 10187 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6707 members 
Mstep: Class 23 contains 56354 members 
Mstep: Class 24 contains 2740 members 
Mstep: Class 25 contains 9550 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 42563 members 
Mstep: Class 28 contains 28363 members 
Mstep: Class 29 contains 12896 members 
Mstep: Class 30 contains 13503 members 
Mstep: Class 31 contains 10682 members 
Mstep: Class 32 contains 13400 members 
Mstep: Class 33 contains 16148 members 
Mstep: Class 34 contains 12558 members 
Mstep: Class 35 contains 10956 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30103 members 
Mstep: Class 39 contains 5196 members 
Mstep: Class 40 contains 12419 members 
Mstep: Class 41 contains 19658 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11262 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14905 members 
Mstep: Class 47 contains 19733 members 
Mstep: Class 48 contains 4445 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5760 members 
Mstep: Class 51 contains 13589 members 
Mstep: Class 52 contains 16895 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768776.000000 Penalty: 175892.625000
Iteration 142Q: 54 clusters Score -6.476878e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 14922 members 
Mstep: Class 3 contains 8987 members 
Mstep: Class 4 contains 3206 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25582 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14186 members 
Mstep: Class 9 contains 4672 members 
Mstep: Class 10 contains 9586 members 
Mstep: Class 11 contains 5251 members 
Mstep: Class 12 contains 16788 members 
Mstep: Class 13 contains 3196 members 
Mstep: Class 14 contains 8438 members 
Mstep: Class 15 contains 10594 members 
Mstep: Class 16 contains 89849 members 
Mstep: Class 17 contains 3291 members 
Mstep: Class 18 contains 8410 members 
Mstep: Class 19 contains 10202 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6710 members 
Mstep: Class 23 contains 56338 members 
Mstep: Class 24 contains 2732 members 
Mstep: Class 25 contains 9522 members 
Mstep: Class 26 contains 949 members 
Mstep: Class 27 contains 42487 members 
Mstep: Class 28 contains 28358 members 
Mstep: Class 29 contains 12970 members 
Mstep: Class 30 contains 13511 members 
Mstep: Class 31 contains 10666 members 
Mstep: Class 32 contains 13393 members 
Mstep: Class 33 contains 16220 members 
Mstep: Class 34 contains 12504 members 
Mstep: Class 35 contains 10963 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30098 members 
Mstep: Class 39 contains 5199 members 
Mstep: Class 40 contains 12417 members 
Mstep: Class 41 contains 19670 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11268 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14912 members 
Mstep: Class 47 contains 19746 members 
Mstep: Class 48 contains 4441 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5760 members 
Mstep: Class 51 contains 13637 members 
Mstep: Class 52 contains 16874 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769080.000000 Penalty: 175892.625000
Iteration 143Q: 54 clusters Score -6.476908e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 14875 members 
Mstep: Class 3 contains 8985 members 
Mstep: Class 4 contains 3193 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25582 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14185 members 
Mstep: Class 9 contains 4698 members 
Mstep: Class 10 contains 9596 members 
Mstep: Class 11 contains 5243 members 
Mstep: Class 12 contains 16791 members 
Mstep: Class 13 contains 3204 members 
Mstep: Class 14 contains 8439 members 
Mstep: Class 15 contains 10615 members 
Mstep: Class 16 contains 89847 members 
Mstep: Class 17 contains 3291 members 
Mstep: Class 18 contains 8408 members 
Mstep: Class 19 contains 10213 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6716 members 
Mstep: Class 23 contains 56326 members 
Mstep: Class 24 contains 2727 members 
Mstep: Class 25 contains 9503 members 
Mstep: Class 26 contains 949 members 
Mstep: Class 27 contains 42423 members 
Mstep: Class 28 contains 28349 members 
Mstep: Class 29 contains 13009 members 
Mstep: Class 30 contains 13520 members 
Mstep: Class 31 contains 10659 members 
Mstep: Class 32 contains 13401 members 
Mstep: Class 33 contains 16274 members 
Mstep: Class 34 contains 12429 members 
Mstep: Class 35 contains 10985 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30079 members 
Mstep: Class 39 contains 5201 members 
Mstep: Class 40 contains 12417 members 
Mstep: Class 41 contains 19691 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11273 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14914 members 
Mstep: Class 47 contains 19747 members 
Mstep: Class 48 contains 4433 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5764 members 
Mstep: Class 51 contains 13684 members 
Mstep: Class 52 contains 16867 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769176.000000 Penalty: 175892.625000
Iteration 144Q: 54 clusters Score -6.476918e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 14843 members 
Mstep: Class 3 contains 8981 members 
Mstep: Class 4 contains 3178 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25590 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14189 members 
Mstep: Class 9 contains 4720 members 
Mstep: Class 10 contains 9621 members 
Mstep: Class 11 contains 5232 members 
Mstep: Class 12 contains 16788 members 
Mstep: Class 13 contains 3213 members 
Mstep: Class 14 contains 8438 members 
Mstep: Class 15 contains 10640 members 
Mstep: Class 16 contains 89843 members 
Mstep: Class 17 contains 3293 members 
Mstep: Class 18 contains 8413 members 
Mstep: Class 19 contains 10214 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6721 members 
Mstep: Class 23 contains 56304 members 
Mstep: Class 24 contains 2727 members 
Mstep: Class 25 contains 9502 members 
Mstep: Class 26 contains 949 members 
Mstep: Class 27 contains 42354 members 
Mstep: Class 28 contains 28343 members 
Mstep: Class 29 contains 13041 members 
Mstep: Class 30 contains 13527 members 
Mstep: Class 31 contains 10654 members 
Mstep: Class 32 contains 13407 members 
Mstep: Class 33 contains 16330 members 
Mstep: Class 34 contains 12365 members 
Mstep: Class 35 contains 10996 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30051 members 
Mstep: Class 39 contains 5200 members 
Mstep: Class 40 contains 12417 members 
Mstep: Class 41 contains 19697 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11266 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14920 members 
Mstep: Class 47 contains 19756 members 
Mstep: Class 48 contains 4428 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5765 members 
Mstep: Class 51 contains 13731 members 
Mstep: Class 52 contains 16859 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769336.000000 Penalty: 175892.625000
Iteration 145Q: 54 clusters Score -6.476934e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14803 members 
Mstep: Class 3 contains 8976 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25592 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14190 members 
Mstep: Class 9 contains 4744 members 
Mstep: Class 10 contains 9639 members 
Mstep: Class 11 contains 5223 members 
Mstep: Class 12 contains 16783 members 
Mstep: Class 13 contains 3220 members 
Mstep: Class 14 contains 8438 members 
Mstep: Class 15 contains 10664 members 
Mstep: Class 16 contains 89843 members 
Mstep: Class 17 contains 3297 members 
Mstep: Class 18 contains 8419 members 
Mstep: Class 19 contains 10209 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6725 members 
Mstep: Class 23 contains 56277 members 
Mstep: Class 24 contains 2722 members 
Mstep: Class 25 contains 9485 members 
Mstep: Class 26 contains 949 members 
Mstep: Class 27 contains 42291 members 
Mstep: Class 28 contains 28340 members 
Mstep: Class 29 contains 13100 members 
Mstep: Class 30 contains 13535 members 
Mstep: Class 31 contains 10645 members 
Mstep: Class 32 contains 13408 members 
Mstep: Class 33 contains 16373 members 
Mstep: Class 34 contains 12309 members 
Mstep: Class 35 contains 11013 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30039 members 
Mstep: Class 39 contains 5200 members 
Mstep: Class 40 contains 12417 members 
Mstep: Class 41 contains 19717 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11264 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14927 members 
Mstep: Class 47 contains 19773 members 
Mstep: Class 48 contains 4419 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5766 members 
Mstep: Class 51 contains 13765 members 
Mstep: Class 52 contains 16848 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769416.000000 Penalty: 175892.625000
Iteration 146Q: 54 clusters Score -6.476942e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14767 members 
Mstep: Class 3 contains 8972 members 
Mstep: Class 4 contains 3143 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25601 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14191 members 
Mstep: Class 9 contains 4761 members 
Mstep: Class 10 contains 9644 members 
Mstep: Class 11 contains 5227 members 
Mstep: Class 12 contains 16770 members 
Mstep: Class 13 contains 3224 members 
Mstep: Class 14 contains 8439 members 
Mstep: Class 15 contains 10684 members 
Mstep: Class 16 contains 89840 members 
Mstep: Class 17 contains 3297 members 
Mstep: Class 18 contains 8416 members 
Mstep: Class 19 contains 10215 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6724 members 
Mstep: Class 23 contains 56255 members 
Mstep: Class 24 contains 2716 members 
Mstep: Class 25 contains 9470 members 
Mstep: Class 26 contains 949 members 
Mstep: Class 27 contains 42210 members 
Mstep: Class 28 contains 28339 members 
Mstep: Class 29 contains 13155 members 
Mstep: Class 30 contains 13536 members 
Mstep: Class 31 contains 10639 members 
Mstep: Class 32 contains 13409 members 
Mstep: Class 33 contains 16438 members 
Mstep: Class 34 contains 12261 members 
Mstep: Class 35 contains 11025 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30028 members 
Mstep: Class 39 contains 5201 members 
Mstep: Class 40 contains 12418 members 
Mstep: Class 41 contains 19729 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11265 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14930 members 
Mstep: Class 47 contains 19777 members 
Mstep: Class 48 contains 4420 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5767 members 
Mstep: Class 51 contains 13815 members 
Mstep: Class 52 contains 16840 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769392.000000 Penalty: 175892.625000
Iteration 147Q: 54 clusters Score -6.476939e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14732 members 
Mstep: Class 3 contains 8969 members 
Mstep: Class 4 contains 3135 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25612 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14192 members 
Mstep: Class 9 contains 4780 members 
Mstep: Class 10 contains 9654 members 
Mstep: Class 11 contains 5225 members 
Mstep: Class 12 contains 16757 members 
Mstep: Class 13 contains 3228 members 
Mstep: Class 14 contains 8439 members 
Mstep: Class 15 contains 10706 members 
Mstep: Class 16 contains 89838 members 
Mstep: Class 17 contains 3300 members 
Mstep: Class 18 contains 8413 members 
Mstep: Class 19 contains 10211 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6725 members 
Mstep: Class 23 contains 56242 members 
Mstep: Class 24 contains 2718 members 
Mstep: Class 25 contains 9452 members 
Mstep: Class 26 contains 949 members 
Mstep: Class 27 contains 42126 members 
Mstep: Class 28 contains 28333 members 
Mstep: Class 29 contains 13202 members 
Mstep: Class 30 contains 13535 members 
Mstep: Class 31 contains 10632 members 
Mstep: Class 32 contains 13408 members 
Mstep: Class 33 contains 16489 members 
Mstep: Class 34 contains 12212 members 
Mstep: Class 35 contains 11028 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30026 members 
Mstep: Class 39 contains 5204 members 
Mstep: Class 40 contains 12420 members 
Mstep: Class 41 contains 19755 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11267 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14932 members 
Mstep: Class 47 contains 19783 members 
Mstep: Class 48 contains 4421 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5767 members 
Mstep: Class 51 contains 13857 members 
Mstep: Class 52 contains 16833 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769460.000000 Penalty: 175892.625000
Iteration 148Q: 54 clusters Score -6.476946e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14695 members 
Mstep: Class 3 contains 8968 members 
Mstep: Class 4 contains 3121 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25621 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14194 members 
Mstep: Class 9 contains 4799 members 
Mstep: Class 10 contains 9675 members 
Mstep: Class 11 contains 5221 members 
Mstep: Class 12 contains 16743 members 
Mstep: Class 13 contains 3231 members 
Mstep: Class 14 contains 8438 members 
Mstep: Class 15 contains 10725 members 
Mstep: Class 16 contains 89835 members 
Mstep: Class 17 contains 3304 members 
Mstep: Class 18 contains 8410 members 
Mstep: Class 19 contains 10214 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6724 members 
Mstep: Class 23 contains 56228 members 
Mstep: Class 24 contains 2718 members 
Mstep: Class 25 contains 9427 members 
Mstep: Class 26 contains 949 members 
Mstep: Class 27 contains 42048 members 
Mstep: Class 28 contains 28335 members 
Mstep: Class 29 contains 13255 members 
Mstep: Class 30 contains 13533 members 
Mstep: Class 31 contains 10633 members 
Mstep: Class 32 contains 13409 members 
Mstep: Class 33 contains 16522 members 
Mstep: Class 34 contains 12165 members 
Mstep: Class 35 contains 11028 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30025 members 
Mstep: Class 39 contains 5204 members 
Mstep: Class 40 contains 12423 members 
Mstep: Class 41 contains 19777 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11268 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14933 members 
Mstep: Class 47 contains 19787 members 
Mstep: Class 48 contains 4425 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5767 members 
Mstep: Class 51 contains 13900 members 
Mstep: Class 52 contains 16830 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769576.000000 Penalty: 175892.625000
Iteration 149Q: 54 clusters Score -6.476958e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14655 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 3103 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25634 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14197 members 
Mstep: Class 9 contains 4817 members 
Mstep: Class 10 contains 9701 members 
Mstep: Class 11 contains 5219 members 
Mstep: Class 12 contains 16732 members 
Mstep: Class 13 contains 3236 members 
Mstep: Class 14 contains 8437 members 
Mstep: Class 15 contains 10745 members 
Mstep: Class 16 contains 89832 members 
Mstep: Class 17 contains 3307 members 
Mstep: Class 18 contains 8408 members 
Mstep: Class 19 contains 10216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6722 members 
Mstep: Class 23 contains 56224 members 
Mstep: Class 24 contains 2719 members 
Mstep: Class 25 contains 9401 members 
Mstep: Class 26 contains 949 members 
Mstep: Class 27 contains 41973 members 
Mstep: Class 28 contains 28335 members 
Mstep: Class 29 contains 13301 members 
Mstep: Class 30 contains 13544 members 
Mstep: Class 31 contains 10628 members 
Mstep: Class 32 contains 13410 members 
Mstep: Class 33 contains 16563 members 
Mstep: Class 34 contains 12125 members 
Mstep: Class 35 contains 11027 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30020 members 
Mstep: Class 39 contains 5205 members 
Mstep: Class 40 contains 12424 members 
Mstep: Class 41 contains 19781 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11270 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14933 members 
Mstep: Class 47 contains 19793 members 
Mstep: Class 48 contains 4419 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5766 members 
Mstep: Class 51 contains 13945 members 
Mstep: Class 52 contains 16829 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769648.000000 Penalty: 175892.625000
Iteration 150Q: 54 clusters Score -6.476965e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14636 members 
Mstep: Class 3 contains 8960 members 
Mstep: Class 4 contains 3093 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25635 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14197 members 
Mstep: Class 9 contains 4832 members 
Mstep: Class 10 contains 9719 members 
Mstep: Class 11 contains 5212 members 
Mstep: Class 12 contains 16717 members 
Mstep: Class 13 contains 3241 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 10758 members 
Mstep: Class 16 contains 89832 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 8403 members 
Mstep: Class 19 contains 10220 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6722 members 
Mstep: Class 23 contains 56211 members 
Mstep: Class 24 contains 2719 members 
Mstep: Class 25 contains 9366 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 41896 members 
Mstep: Class 28 contains 28335 members 
Mstep: Class 29 contains 13356 members 
Mstep: Class 30 contains 13543 members 
Mstep: Class 31 contains 10615 members 
Mstep: Class 32 contains 13414 members 
Mstep: Class 33 contains 16624 members 
Mstep: Class 34 contains 12096 members 
Mstep: Class 35 contains 11026 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30021 members 
Mstep: Class 39 contains 5206 members 
Mstep: Class 40 contains 12423 members 
Mstep: Class 41 contains 19772 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11276 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14935 members 
Mstep: Class 47 contains 19797 members 
Mstep: Class 48 contains 4420 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5769 members 
Mstep: Class 51 contains 13996 members 
Mstep: Class 52 contains 16823 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769780.000000 Penalty: 175892.625000
Iteration 151Q: 54 clusters Score -6.476978e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14609 members 
Mstep: Class 3 contains 8956 members 
Mstep: Class 4 contains 3085 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25638 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14197 members 
Mstep: Class 9 contains 4841 members 
Mstep: Class 10 contains 9743 members 
Mstep: Class 11 contains 5209 members 
Mstep: Class 12 contains 16710 members 
Mstep: Class 13 contains 3243 members 
Mstep: Class 14 contains 8434 members 
Mstep: Class 15 contains 10778 members 
Mstep: Class 16 contains 89833 members 
Mstep: Class 17 contains 3307 members 
Mstep: Class 18 contains 8400 members 
Mstep: Class 19 contains 10225 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6723 members 
Mstep: Class 23 contains 56190 members 
Mstep: Class 24 contains 2719 members 
Mstep: Class 25 contains 9341 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 41813 members 
Mstep: Class 28 contains 28333 members 
Mstep: Class 29 contains 13399 members 
Mstep: Class 30 contains 13548 members 
Mstep: Class 31 contains 10601 members 
Mstep: Class 32 contains 13415 members 
Mstep: Class 33 contains 16682 members 
Mstep: Class 34 contains 12060 members 
Mstep: Class 35 contains 11035 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30021 members 
Mstep: Class 39 contains 5207 members 
Mstep: Class 40 contains 12428 members 
Mstep: Class 41 contains 19762 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11277 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14938 members 
Mstep: Class 47 contains 19798 members 
Mstep: Class 48 contains 4422 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5770 members 
Mstep: Class 51 contains 14053 members 
Mstep: Class 52 contains 16816 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769796.000000 Penalty: 175892.625000
Iteration 152Q: 54 clusters Score -6.47698e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 14576 members 
Mstep: Class 3 contains 8957 members 
Mstep: Class 4 contains 3074 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25644 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14196 members 
Mstep: Class 9 contains 4850 members 
Mstep: Class 10 contains 9763 members 
Mstep: Class 11 contains 5205 members 
Mstep: Class 12 contains 16698 members 
Mstep: Class 13 contains 3245 members 
Mstep: Class 14 contains 8433 members 
Mstep: Class 15 contains 10808 members 
Mstep: Class 16 contains 89833 members 
Mstep: Class 17 contains 3306 members 
Mstep: Class 18 contains 8400 members 
Mstep: Class 19 contains 10235 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6724 members 
Mstep: Class 23 contains 56171 members 
Mstep: Class 24 contains 2719 members 
Mstep: Class 25 contains 9330 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 41723 members 
Mstep: Class 28 contains 28331 members 
Mstep: Class 29 contains 13436 members 
Mstep: Class 30 contains 13556 members 
Mstep: Class 31 contains 10592 members 
Mstep: Class 32 contains 13424 members 
Mstep: Class 33 contains 16727 members 
Mstep: Class 34 contains 12020 members 
Mstep: Class 35 contains 11043 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30026 members 
Mstep: Class 39 contains 5207 members 
Mstep: Class 40 contains 12430 members 
Mstep: Class 41 contains 19746 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11277 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14940 members 
Mstep: Class 47 contains 19799 members 
Mstep: Class 48 contains 4427 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5770 members 
Mstep: Class 51 contains 14109 members 
Mstep: Class 52 contains 16808 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769772.000000 Penalty: 175892.625000
Iteration 153Q: 54 clusters Score -6.476977e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 14552 members 
Mstep: Class 3 contains 8955 members 
Mstep: Class 4 contains 3056 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25656 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14196 members 
Mstep: Class 9 contains 4859 members 
Mstep: Class 10 contains 9778 members 
Mstep: Class 11 contains 5199 members 
Mstep: Class 12 contains 16681 members 
Mstep: Class 13 contains 3247 members 
Mstep: Class 14 contains 8434 members 
Mstep: Class 15 contains 10829 members 
Mstep: Class 16 contains 89833 members 
Mstep: Class 17 contains 3302 members 
Mstep: Class 18 contains 8402 members 
Mstep: Class 19 contains 10241 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6724 members 
Mstep: Class 23 contains 56155 members 
Mstep: Class 24 contains 2719 members 
Mstep: Class 25 contains 9304 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 41630 members 
Mstep: Class 28 contains 28321 members 
Mstep: Class 29 contains 13489 members 
Mstep: Class 30 contains 13559 members 
Mstep: Class 31 contains 10586 members 
Mstep: Class 32 contains 13432 members 
Mstep: Class 33 contains 16777 members 
Mstep: Class 34 contains 11973 members 
Mstep: Class 35 contains 11047 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30032 members 
Mstep: Class 39 contains 5207 members 
Mstep: Class 40 contains 12432 members 
Mstep: Class 41 contains 19752 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11275 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14943 members 
Mstep: Class 47 contains 19804 members 
Mstep: Class 48 contains 4433 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5772 members 
Mstep: Class 51 contains 14165 members 
Mstep: Class 52 contains 16807 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769852.000000 Penalty: 175892.625000
Iteration 154Q: 54 clusters Score -6.476985e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14525 members 
Mstep: Class 3 contains 8955 members 
Mstep: Class 4 contains 3039 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25665 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14194 members 
Mstep: Class 9 contains 4874 members 
Mstep: Class 10 contains 9777 members 
Mstep: Class 11 contains 5193 members 
Mstep: Class 12 contains 16669 members 
Mstep: Class 13 contains 3251 members 
Mstep: Class 14 contains 8434 members 
Mstep: Class 15 contains 10853 members 
Mstep: Class 16 contains 89832 members 
Mstep: Class 17 contains 3301 members 
Mstep: Class 18 contains 8405 members 
Mstep: Class 19 contains 10251 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6725 members 
Mstep: Class 23 contains 56128 members 
Mstep: Class 24 contains 2718 members 
Mstep: Class 25 contains 9283 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 41544 members 
Mstep: Class 28 contains 28315 members 
Mstep: Class 29 contains 13560 members 
Mstep: Class 30 contains 13562 members 
Mstep: Class 31 contains 10578 members 
Mstep: Class 32 contains 13440 members 
Mstep: Class 33 contains 16821 members 
Mstep: Class 34 contains 11923 members 
Mstep: Class 35 contains 11054 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30039 members 
Mstep: Class 39 contains 5211 members 
Mstep: Class 40 contains 12430 members 
Mstep: Class 41 contains 19751 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11270 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14946 members 
Mstep: Class 47 contains 19814 members 
Mstep: Class 48 contains 4435 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5772 members 
Mstep: Class 51 contains 14216 members 
Mstep: Class 52 contains 16806 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769972.000000 Penalty: 175892.625000
Iteration 155Q: 54 clusters Score -6.476997e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14501 members 
Mstep: Class 3 contains 8954 members 
Mstep: Class 4 contains 3026 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25673 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14192 members 
Mstep: Class 9 contains 4893 members 
Mstep: Class 10 contains 9784 members 
Mstep: Class 11 contains 5188 members 
Mstep: Class 12 contains 16657 members 
Mstep: Class 13 contains 3254 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 10876 members 
Mstep: Class 16 contains 89830 members 
Mstep: Class 17 contains 3298 members 
Mstep: Class 18 contains 8403 members 
Mstep: Class 19 contains 10255 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6722 members 
Mstep: Class 23 contains 56097 members 
Mstep: Class 24 contains 2717 members 
Mstep: Class 25 contains 9259 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 41452 members 
Mstep: Class 28 contains 28304 members 
Mstep: Class 29 contains 13645 members 
Mstep: Class 30 contains 13563 members 
Mstep: Class 31 contains 10577 members 
Mstep: Class 32 contains 13443 members 
Mstep: Class 33 contains 16855 members 
Mstep: Class 34 contains 11873 members 
Mstep: Class 35 contains 11053 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30050 members 
Mstep: Class 39 contains 5210 members 
Mstep: Class 40 contains 12430 members 
Mstep: Class 41 contains 19757 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11266 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14952 members 
Mstep: Class 47 contains 19817 members 
Mstep: Class 48 contains 4438 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5771 members 
Mstep: Class 51 contains 14282 members 
Mstep: Class 52 contains 16807 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770080.000000 Penalty: 175892.625000
Iteration 156Q: 54 clusters Score -6.477008e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14487 members 
Mstep: Class 3 contains 8953 members 
Mstep: Class 4 contains 3012 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25680 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14191 members 
Mstep: Class 9 contains 4916 members 
Mstep: Class 10 contains 9795 members 
Mstep: Class 11 contains 5186 members 
Mstep: Class 12 contains 16646 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 8436 members 
Mstep: Class 15 contains 10884 members 
Mstep: Class 16 contains 89829 members 
Mstep: Class 17 contains 3298 members 
Mstep: Class 18 contains 8402 members 
Mstep: Class 19 contains 10260 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6722 members 
Mstep: Class 23 contains 56069 members 
Mstep: Class 24 contains 2715 members 
Mstep: Class 25 contains 9227 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 41363 members 
Mstep: Class 28 contains 28285 members 
Mstep: Class 29 contains 13718 members 
Mstep: Class 30 contains 13562 members 
Mstep: Class 31 contains 10577 members 
Mstep: Class 32 contains 13450 members 
Mstep: Class 33 contains 16882 members 
Mstep: Class 34 contains 11837 members 
Mstep: Class 35 contains 11061 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30057 members 
Mstep: Class 39 contains 5210 members 
Mstep: Class 40 contains 12430 members 
Mstep: Class 41 contains 19762 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11266 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14955 members 
Mstep: Class 47 contains 19819 members 
Mstep: Class 48 contains 4439 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5771 members 
Mstep: Class 51 contains 14350 members 
Mstep: Class 52 contains 16800 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770064.000000 Penalty: 175892.625000
Iteration 157Q: 54 clusters Score -6.477006e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14471 members 
Mstep: Class 3 contains 8950 members 
Mstep: Class 4 contains 3001 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25685 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14191 members 
Mstep: Class 9 contains 4934 members 
Mstep: Class 10 contains 9812 members 
Mstep: Class 11 contains 5187 members 
Mstep: Class 12 contains 16637 members 
Mstep: Class 13 contains 3261 members 
Mstep: Class 14 contains 8436 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 89827 members 
Mstep: Class 17 contains 3298 members 
Mstep: Class 18 contains 8404 members 
Mstep: Class 19 contains 10264 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6721 members 
Mstep: Class 23 contains 56041 members 
Mstep: Class 24 contains 2716 members 
Mstep: Class 25 contains 9205 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 41257 members 
Mstep: Class 28 contains 28270 members 
Mstep: Class 29 contains 13762 members 
Mstep: Class 30 contains 13566 members 
Mstep: Class 31 contains 10577 members 
Mstep: Class 32 contains 13452 members 
Mstep: Class 33 contains 16906 members 
Mstep: Class 34 contains 11802 members 
Mstep: Class 35 contains 11065 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30061 members 
Mstep: Class 39 contains 5211 members 
Mstep: Class 40 contains 12431 members 
Mstep: Class 41 contains 19758 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11266 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14956 members 
Mstep: Class 47 contains 19824 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5771 members 
Mstep: Class 51 contains 14434 members 
Mstep: Class 52 contains 16801 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770180.000000 Penalty: 175892.625000
Iteration 158Q: 54 clusters Score -6.477018e+07 nChanged 580
Entering ConstructFrom: 
Score: -64770180.000000 Penalty: 175892.625000
Entering ConstructFrom: 
Trying to split cluster 1 (3056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Entering Unmasked Estep 
Score: -333941.937500 Penalty: 1990.165894
	Iteration 0F: 2 clusters Score -333941.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -330660.156250 Penalty: 3980.331787
	Iteration 0F: 3 clusters Score -330660.2 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -331338.281250 Penalty: 3980.331787
	Iteration 1F: 3 clusters Score -331338.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -331505.031250 Penalty: 3980.331787
	Iteration 2F: 3 clusters Score -331505 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -331584.156250 Penalty: 3980.331787
	Iteration 3Q: 3 clusters Score -331584.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -331639.062500 Penalty: 3980.331787
	Iteration 4Q: 3 clusters Score -331639.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -331673.687500 Penalty: 3980.331787
	Iteration 5Q: 3 clusters Score -331673.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -331701.531250 Penalty: 3980.331787
	Iteration 6Q: 3 clusters Score -331701.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -331724.875000 Penalty: 3980.331787
	Iteration 7Q: 3 clusters Score -331724.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -331741.343750 Penalty: 3980.331787
	Iteration 8Q: 3 clusters Score -331741.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -331758.437500 Penalty: 3980.331787
	Iteration 9Q: 3 clusters Score -331758.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -331776.875000 Penalty: 3980.331787
	Iteration 10Q: 3 clusters Score -331776.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -331791.375000 Penalty: 3980.331787
	Iteration 11Q: 3 clusters Score -331791.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -331801.125000 Penalty: 3980.331787
	Iteration 12Q: 3 clusters Score -331801.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -331809.312500 Penalty: 3980.331787
	Iteration 13Q: 3 clusters Score -331809.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -331811.875000 Penalty: 3980.331787
	Iteration 14Q: 3 clusters Score -331811.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -331817.718750 Penalty: 3980.331787
	Iteration 15Q: 3 clusters Score -331817.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -331821.937500 Penalty: 3980.331787
	Iteration 16Q: 3 clusters Score -331821.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -331823.531250 Penalty: 3980.331787
	Iteration 17Q: 3 clusters Score -331823.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -331826.531250 Penalty: 3980.331787
	Iteration 18Q: 3 clusters Score -331826.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -331830.781250 Penalty: 3980.331787
	Iteration 19Q: 3 clusters Score -331830.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -331833.125000 Penalty: 3980.331787
	Iteration 20F: 3 clusters Score -331833.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -331833.593750 Penalty: 3980.331787
	Iteration 21Q: 3 clusters Score -331833.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -331833.593750 Penalty: 3980.331787
	Iteration 22F: 3 clusters Score -331833.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Entering Unmasked Estep 
Score: -1221034.500000 Penalty: 2375.695801
	Iteration 0F: 2 clusters Score -1221034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1210546.750000 Penalty: 4751.391602
	Iteration 0F: 3 clusters Score -1210547 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1214152.875000 Penalty: 4751.391602
	Iteration 1F: 3 clusters Score -1214153 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1214855.375000 Penalty: 4751.391602
	Iteration 2F: 3 clusters Score -1214855 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1215518.000000 Penalty: 4751.391602
	Iteration 3F: 3 clusters Score -1215518 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1216138.875000 Penalty: 4751.391602
	Iteration 4F: 3 clusters Score -1216139 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1216683.125000 Penalty: 4751.391602
	Iteration 5F: 3 clusters Score -1216683 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1217075.250000 Penalty: 4751.391602
	Iteration 6Q: 3 clusters Score -1217075 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1217346.375000 Penalty: 4751.391602
	Iteration 7Q: 3 clusters Score -1217346 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1217541.125000 Penalty: 4751.391602
	Iteration 8Q: 3 clusters Score -1217541 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1217669.125000 Penalty: 4751.391602
	Iteration 9Q: 3 clusters Score -1217669 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1217742.125000 Penalty: 4751.391602
	Iteration 10Q: 3 clusters Score -1217742 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1217794.250000 Penalty: 4751.391602
	Iteration 11Q: 3 clusters Score -1217794 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1217826.750000 Penalty: 4751.391602
	Iteration 12Q: 3 clusters Score -1217827 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1217846.625000 Penalty: 4751.391602
	Iteration 13Q: 3 clusters Score -1217847 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1217878.000000 Penalty: 4751.391602
	Iteration 14Q: 3 clusters Score -1217878 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1217899.875000 Penalty: 4751.391602
	Iteration 15Q: 3 clusters Score -1217900 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1217921.125000 Penalty: 4751.391602
	Iteration 16Q: 3 clusters Score -1217921 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1217937.500000 Penalty: 4751.391602
	Iteration 17Q: 3 clusters Score -1217938 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1217949.750000 Penalty: 4751.391602
	Iteration 18Q: 3 clusters Score -1217950 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1217964.500000 Penalty: 4751.391602
	Iteration 19Q: 3 clusters Score -1217964 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1217981.375000 Penalty: 4751.391602
	Iteration 20F: 3 clusters Score -1217981 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1217987.875000 Penalty: 4751.391602
	Iteration 21Q: 3 clusters Score -1217988 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1217995.875000 Penalty: 4751.391602
	Iteration 22Q: 3 clusters Score -1217996 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1218008.000000 Penalty: 4751.391602
	Iteration 23Q: 3 clusters Score -1218008 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1218013.875000 Penalty: 4751.391602
	Iteration 24Q: 3 clusters Score -1218014 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1218020.875000 Penalty: 4751.391602
	Iteration 25Q: 3 clusters Score -1218021 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1218033.125000 Penalty: 4751.391602
	Iteration 26Q: 3 clusters Score -1218033 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1218041.875000 Penalty: 4751.391602
	Iteration 27Q: 3 clusters Score -1218042 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1218043.250000 Penalty: 4751.391602
	Iteration 28Q: 3 clusters Score -1218043 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1218050.375000 Penalty: 4751.391602
	Iteration 29Q: 3 clusters Score -1218050 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1218063.625000 Penalty: 4751.391602
	Iteration 30Q: 3 clusters Score -1218064 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1218068.625000 Penalty: 4751.391602
	Iteration 31Q: 3 clusters Score -1218069 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1218081.125000 Penalty: 4751.391602
	Iteration 32Q: 3 clusters Score -1218081 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1218089.375000 Penalty: 4751.391602
	Iteration 33Q: 3 clusters Score -1218089 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1218095.750000 Penalty: 4751.391602
	Iteration 34Q: 3 clusters Score -1218096 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1218111.250000 Penalty: 4751.391602
	Iteration 35Q: 3 clusters Score -1218111 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1218128.375000 Penalty: 4751.391602
	Iteration 36Q: 3 clusters Score -1218128 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1218136.750000 Penalty: 4751.391602
	Iteration 37Q: 3 clusters Score -1218137 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1218151.750000 Penalty: 4751.391602
	Iteration 38Q: 3 clusters Score -1218152 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1218162.000000 Penalty: 4751.391602
	Iteration 39Q: 3 clusters Score -1218162 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1218170.250000 Penalty: 4751.391602
	Iteration 40F: 3 clusters Score -1218170 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1218178.375000 Penalty: 4751.391602
	Iteration 41Q: 3 clusters Score -1218178 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1218187.500000 Penalty: 4751.391602
	Iteration 42Q: 3 clusters Score -1218188 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1218193.250000 Penalty: 4751.391602
	Iteration 43Q: 3 clusters Score -1218193 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1218199.000000 Penalty: 4751.391602
	Iteration 44Q: 3 clusters Score -1218199 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1218207.250000 Penalty: 4751.391602
	Iteration 45Q: 3 clusters Score -1218207 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1218213.625000 Penalty: 4751.391602
	Iteration 46Q: 3 clusters Score -1218214 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1218224.375000 Penalty: 4751.391602
	Iteration 47Q: 3 clusters Score -1218224 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1218231.875000 Penalty: 4751.391602
	Iteration 48Q: 3 clusters Score -1218232 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1218246.250000 Penalty: 4751.391602
	Iteration 49Q: 3 clusters Score -1218246 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1218256.500000 Penalty: 4751.391602
	Iteration 50Q: 3 clusters Score -1218256 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1218268.500000 Penalty: 4751.391602
	Iteration 51Q: 3 clusters Score -1218268 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1218281.750000 Penalty: 4751.391602
	Iteration 52Q: 3 clusters Score -1218282 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1218291.250000 Penalty: 4751.391602
	Iteration 53Q: 3 clusters Score -1218291 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1218316.375000 Penalty: 4751.391602
	Iteration 54Q: 3 clusters Score -1218316 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1218330.375000 Penalty: 4751.391602
	Iteration 55Q: 3 clusters Score -1218330 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1218341.125000 Penalty: 4751.391602
	Iteration 56Q: 3 clusters Score -1218341 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1218358.625000 Penalty: 4751.391602
	Iteration 57Q: 3 clusters Score -1218359 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1218365.750000 Penalty: 4751.391602
	Iteration 58Q: 3 clusters Score -1218366 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1218375.250000 Penalty: 4751.391602
	Iteration 59Q: 3 clusters Score -1218375 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1218381.125000 Penalty: 4751.391602
	Iteration 60F: 3 clusters Score -1218381 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1218394.500000 Penalty: 4751.391602
	Iteration 61Q: 3 clusters Score -1218394 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1218401.000000 Penalty: 4751.391602
	Iteration 62Q: 3 clusters Score -1218401 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1218415.375000 Penalty: 4751.391602
	Iteration 63Q: 3 clusters Score -1218415 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1218430.625000 Penalty: 4751.391602
	Iteration 64Q: 3 clusters Score -1218431 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1218440.375000 Penalty: 4751.391602
	Iteration 65Q: 3 clusters Score -1218440 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1218450.750000 Penalty: 4751.391602
	Iteration 66Q: 3 clusters Score -1218451 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1218462.250000 Penalty: 4751.391602
	Iteration 67Q: 3 clusters Score -1218462 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1218470.625000 Penalty: 4751.391602
	Iteration 68Q: 3 clusters Score -1218471 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1218476.875000 Penalty: 4751.391602
	Iteration 69Q: 3 clusters Score -1218477 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1218487.125000 Penalty: 4751.391602
	Iteration 70Q: 3 clusters Score -1218487 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1218494.250000 Penalty: 4751.391602
	Iteration 71Q: 3 clusters Score -1218494 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1218501.625000 Penalty: 4751.391602
	Iteration 72Q: 3 clusters Score -1218502 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1218506.000000 Penalty: 4751.391602
	Iteration 73Q: 3 clusters Score -1218506 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1218516.500000 Penalty: 4751.391602
	Iteration 74Q: 3 clusters Score -1218516 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1218521.625000 Penalty: 4751.391602
	Iteration 75Q: 3 clusters Score -1218522 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1218530.875000 Penalty: 4751.391602
	Iteration 76Q: 3 clusters Score -1218531 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1218535.000000 Penalty: 4751.391602
	Iteration 77Q: 3 clusters Score -1218535 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1218540.875000 Penalty: 4751.391602
	Iteration 78Q: 3 clusters Score -1218541 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1218551.500000 Penalty: 4751.391602
	Iteration 79Q: 3 clusters Score -1218552 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1218555.125000 Penalty: 4751.391602
	Iteration 80F: 3 clusters Score -1218555 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1218567.875000 Penalty: 4751.391602
	Iteration 81Q: 3 clusters Score -1218568 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1218572.250000 Penalty: 4751.391602
	Iteration 82Q: 3 clusters Score -1218572 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1218580.750000 Penalty: 4751.391602
	Iteration 83Q: 3 clusters Score -1218581 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1218591.000000 Penalty: 4751.391602
	Iteration 84Q: 3 clusters Score -1218591 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1218600.750000 Penalty: 4751.391602
	Iteration 85Q: 3 clusters Score -1218601 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1218613.750000 Penalty: 4751.391602
	Iteration 86Q: 3 clusters Score -1218614 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1218626.875000 Penalty: 4751.391602
	Iteration 87Q: 3 clusters Score -1218627 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1218645.125000 Penalty: 4751.391602
	Iteration 88Q: 3 clusters Score -1218645 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1218662.875000 Penalty: 4751.391602
	Iteration 89Q: 3 clusters Score -1218663 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1218683.750000 Penalty: 4751.391602
	Iteration 90Q: 3 clusters Score -1218684 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1218704.500000 Penalty: 4751.391602
	Iteration 91Q: 3 clusters Score -1218704 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1218723.000000 Penalty: 4751.391602
	Iteration 92Q: 3 clusters Score -1218723 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1218750.625000 Penalty: 4751.391602
	Iteration 93Q: 3 clusters Score -1218751 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1218764.125000 Penalty: 4751.391602
	Iteration 94Q: 3 clusters Score -1218764 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1218788.500000 Penalty: 4751.391602
	Iteration 95Q: 3 clusters Score -1218788 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1218801.375000 Penalty: 4751.391602
	Iteration 96Q: 3 clusters Score -1218801 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1218817.750000 Penalty: 4751.391602
	Iteration 97Q: 3 clusters Score -1218818 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1218832.000000 Penalty: 4751.391602
	Iteration 98Q: 3 clusters Score -1218832 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1218845.500000 Penalty: 4751.391602
	Iteration 99Q: 3 clusters Score -1218846 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1218862.125000 Penalty: 4751.391602
	Iteration 100F: 3 clusters Score -1218862 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1218882.125000 Penalty: 4751.391602
	Iteration 101Q: 3 clusters Score -1218882 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1218895.250000 Penalty: 4751.391602
	Iteration 102Q: 3 clusters Score -1218895 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1218903.000000 Penalty: 4751.391602
	Iteration 103Q: 3 clusters Score -1218903 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1218916.750000 Penalty: 4751.391602
	Iteration 104Q: 3 clusters Score -1218917 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1218935.375000 Penalty: 4751.391602
	Iteration 105Q: 3 clusters Score -1218935 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1218954.125000 Penalty: 4751.391602
	Iteration 106Q: 3 clusters Score -1218954 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1218968.500000 Penalty: 4751.391602
	Iteration 107Q: 3 clusters Score -1218968 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1218982.625000 Penalty: 4751.391602
	Iteration 108Q: 3 clusters Score -1218983 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1218991.625000 Penalty: 4751.391602
	Iteration 109Q: 3 clusters Score -1218992 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1219001.250000 Penalty: 4751.391602
	Iteration 110Q: 3 clusters Score -1219001 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1219004.625000 Penalty: 4751.391602
	Iteration 111Q: 3 clusters Score -1219005 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1219010.375000 Penalty: 4751.391602
	Iteration 112Q: 3 clusters Score -1219010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1219015.250000 Penalty: 4751.391602
	Iteration 113Q: 3 clusters Score -1219015 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1219023.125000 Penalty: 4751.391602
	Iteration 114Q: 3 clusters Score -1219023 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1219023.625000 Penalty: 4751.391602
	Iteration 115Q: 3 clusters Score -1219024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1219030.500000 Penalty: 4751.391602
	Iteration 116Q: 3 clusters Score -1219030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1219034.750000 Penalty: 4751.391602
	Iteration 117Q: 3 clusters Score -1219035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1219037.750000 Penalty: 4751.391602
	Iteration 118Q: 3 clusters Score -1219038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1219044.000000 Penalty: 4751.391602
	Iteration 119Q: 3 clusters Score -1219044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1219048.250000 Penalty: 4751.391602
	Iteration 120F: 3 clusters Score -1219048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1219050.000000 Penalty: 4751.391602
	Iteration 121Q: 3 clusters Score -1219050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1219056.875000 Penalty: 4751.391602
	Iteration 122Q: 3 clusters Score -1219057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1219057.875000 Penalty: 4751.391602
	Iteration 123Q: 3 clusters Score -1219058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1219062.500000 Penalty: 4751.391602
	Iteration 124Q: 3 clusters Score -1219062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1219064.125000 Penalty: 4751.391602
	Iteration 125Q: 3 clusters Score -1219064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1219067.250000 Penalty: 4751.391602
	Iteration 126Q: 3 clusters Score -1219067 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1219070.125000 Penalty: 4751.391602
	Iteration 127Q: 3 clusters Score -1219070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1219074.125000 Penalty: 4751.391602
	Iteration 128Q: 3 clusters Score -1219074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1219079.750000 Penalty: 4751.391602
	Iteration 129Q: 3 clusters Score -1219080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1219082.375000 Penalty: 4751.391602
	Iteration 130Q: 3 clusters Score -1219082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1219087.875000 Penalty: 4751.391602
	Iteration 131Q: 3 clusters Score -1219088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1219089.250000 Penalty: 4751.391602
	Iteration 132Q: 3 clusters Score -1219089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1219091.750000 Penalty: 4751.391602
	Iteration 133Q: 3 clusters Score -1219092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1219096.875000 Penalty: 4751.391602
	Iteration 134Q: 3 clusters Score -1219097 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1219098.250000 Penalty: 4751.391602
	Iteration 135Q: 3 clusters Score -1219098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1219102.500000 Penalty: 4751.391602
	Iteration 136Q: 3 clusters Score -1219102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1219104.875000 Penalty: 4751.391602
	Iteration 137Q: 3 clusters Score -1219105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1219107.000000 Penalty: 4751.391602
	Iteration 138Q: 3 clusters Score -1219107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1219108.375000 Penalty: 4751.391602
	Iteration 139Q: 3 clusters Score -1219108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1219109.250000 Penalty: 4751.391602
	Iteration 140F: 3 clusters Score -1219109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1219111.000000 Penalty: 4751.391602
	Iteration 141Q: 3 clusters Score -1219111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1219112.000000 Penalty: 4751.391602
	Iteration 142Q: 3 clusters Score -1219112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1219114.750000 Penalty: 4751.391602
	Iteration 143Q: 3 clusters Score -1219115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1219117.500000 Penalty: 4751.391602
	Iteration 144Q: 3 clusters Score -1219118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1219116.875000 Penalty: 4751.391602
	Iteration 145Q: 3 clusters Score -1219117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1219118.625000 Penalty: 4751.391602
	Iteration 146Q: 3 clusters Score -1219119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1219119.750000 Penalty: 4751.391602
	Iteration 147Q: 3 clusters Score -1219120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1219119.000000 Penalty: 4751.391602
	Iteration 148Q: 3 clusters Score -1219119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1219119.750000 Penalty: 4751.391602
	Iteration 149Q: 3 clusters Score -1219120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1219121.375000 Penalty: 4751.391602
	Iteration 150Q: 3 clusters Score -1219121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1219121.375000 Penalty: 4751.391602
	Iteration 151F: 3 clusters Score -1219121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Entering Unmasked Estep 
Score: -887462.062500 Penalty: 2256.708740
	Iteration 0F: 2 clusters Score -887462.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -880419.687500 Penalty: 4513.417480
	Iteration 0F: 3 clusters Score -880419.7 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -882596.437500 Penalty: 4513.417480
	Iteration 1F: 3 clusters Score -882596.4 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -883231.437500 Penalty: 4513.417480
	Iteration 2F: 3 clusters Score -883231.4 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -883834.500000 Penalty: 4513.417480
	Iteration 3F: 3 clusters Score -883834.5 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -884353.062500 Penalty: 4513.417480
	Iteration 4F: 3 clusters Score -884353.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -884770.312500 Penalty: 4513.417480
	Iteration 5F: 3 clusters Score -884770.3 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -885131.812500 Penalty: 4513.417480
	Iteration 6F: 3 clusters Score -885131.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -885412.812500 Penalty: 4513.417480
	Iteration 7Q: 3 clusters Score -885412.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -885598.437500 Penalty: 4513.417480
	Iteration 8Q: 3 clusters Score -885598.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -885721.312500 Penalty: 4513.417480
	Iteration 9Q: 3 clusters Score -885721.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -885816.625000 Penalty: 4513.417480
	Iteration 10Q: 3 clusters Score -885816.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -885888.750000 Penalty: 4513.417480
	Iteration 11Q: 3 clusters Score -885888.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -885953.812500 Penalty: 4513.417480
	Iteration 12Q: 3 clusters Score -885953.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -886012.250000 Penalty: 4513.417480
	Iteration 13Q: 3 clusters Score -886012.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -886058.312500 Penalty: 4513.417480
	Iteration 14Q: 3 clusters Score -886058.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -886094.312500 Penalty: 4513.417480
	Iteration 15Q: 3 clusters Score -886094.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -886126.750000 Penalty: 4513.417480
	Iteration 16Q: 3 clusters Score -886126.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -886163.125000 Penalty: 4513.417480
	Iteration 17Q: 3 clusters Score -886163.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -886202.312500 Penalty: 4513.417480
	Iteration 18Q: 3 clusters Score -886202.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -886245.750000 Penalty: 4513.417480
	Iteration 19Q: 3 clusters Score -886245.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -886290.375000 Penalty: 4513.417480
	Iteration 20F: 3 clusters Score -886290.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -886320.062500 Penalty: 4513.417480
	Iteration 21Q: 3 clusters Score -886320.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -886338.062500 Penalty: 4513.417480
	Iteration 22Q: 3 clusters Score -886338.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -886356.937500 Penalty: 4513.417480
	Iteration 23Q: 3 clusters Score -886356.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -886371.687500 Penalty: 4513.417480
	Iteration 24Q: 3 clusters Score -886371.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -886388.125000 Penalty: 4513.417480
	Iteration 25Q: 3 clusters Score -886388.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -886397.250000 Penalty: 4513.417480
	Iteration 26Q: 3 clusters Score -886397.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -886402.375000 Penalty: 4513.417480
	Iteration 27Q: 3 clusters Score -886402.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -886412.562500 Penalty: 4513.417480
	Iteration 28Q: 3 clusters Score -886412.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -886423.000000 Penalty: 4513.417480
	Iteration 29Q: 3 clusters Score -886423 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -886433.875000 Penalty: 4513.417480
	Iteration 30Q: 3 clusters Score -886433.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -886441.500000 Penalty: 4513.417480
	Iteration 31Q: 3 clusters Score -886441.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -886447.500000 Penalty: 4513.417480
	Iteration 32Q: 3 clusters Score -886447.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -886454.062500 Penalty: 4513.417480
	Iteration 33Q: 3 clusters Score -886454.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -886456.437500 Penalty: 4513.417480
	Iteration 34Q: 3 clusters Score -886456.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -886460.187500 Penalty: 4513.417480
	Iteration 35Q: 3 clusters Score -886460.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -886462.312500 Penalty: 4513.417480
	Iteration 36Q: 3 clusters Score -886462.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -886465.812500 Penalty: 4513.417480
	Iteration 37Q: 3 clusters Score -886465.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -886468.250000 Penalty: 4513.417480
	Iteration 38Q: 3 clusters Score -886468.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -886468.750000 Penalty: 4513.417480
	Iteration 39Q: 3 clusters Score -886468.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -886470.500000 Penalty: 4513.417480
	Iteration 40F: 3 clusters Score -886470.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -886470.687500 Penalty: 4513.417480
	Iteration 41Q: 3 clusters Score -886470.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -886470.125000 Penalty: 4513.417480
	Iteration 42Q: 3 clusters Score -886470.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -886471.375000 Penalty: 4513.417480
	Iteration 43Q: 3 clusters Score -886471.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -886472.000000 Penalty: 4513.417480
	Iteration 44Q: 3 clusters Score -886472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -886473.125000 Penalty: 4513.417480
	Iteration 45Q: 3 clusters Score -886473.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -886473.687500 Penalty: 4513.417480
	Iteration 46Q: 3 clusters Score -886473.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -886472.562500 Penalty: 4513.417480
	Iteration 47Q: 3 clusters Score -886472.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -886473.500000 Penalty: 4513.417480
	Iteration 48Q: 3 clusters Score -886473.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -886473.500000 Penalty: 4513.417480
	Iteration 49F: 3 clusters Score -886473.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Entering Unmasked Estep 
Score: -296953.625000 Penalty: 1984.833984
	Iteration 0F: 2 clusters Score -296953.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -293696.187500 Penalty: 3969.667969
	Iteration 0F: 3 clusters Score -293696.2 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -294372.031250 Penalty: 3969.667969
	Iteration 1F: 3 clusters Score -294372 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -294555.312500 Penalty: 3969.667969
	Iteration 2F: 3 clusters Score -294555.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -294714.093750 Penalty: 3969.667969
	Iteration 3F: 3 clusters Score -294714.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -294900.062500 Penalty: 3969.667969
	Iteration 4F: 3 clusters Score -294900.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -295081.718750 Penalty: 3969.667969
	Iteration 5F: 3 clusters Score -295081.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -295231.437500 Penalty: 3969.667969
	Iteration 6Q: 3 clusters Score -295231.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -295379.875000 Penalty: 3969.667969
	Iteration 7Q: 3 clusters Score -295379.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -295520.968750 Penalty: 3969.667969
	Iteration 8Q: 3 clusters Score -295521 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -295628.437500 Penalty: 3969.667969
	Iteration 9Q: 3 clusters Score -295628.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -295731.593750 Penalty: 3969.667969
	Iteration 10Q: 3 clusters Score -295731.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -295821.593750 Penalty: 3969.667969
	Iteration 11Q: 3 clusters Score -295821.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -295898.000000 Penalty: 3969.667969
	Iteration 12Q: 3 clusters Score -295898 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -295950.000000 Penalty: 3969.667969
	Iteration 13Q: 3 clusters Score -295950 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -295988.812500 Penalty: 3969.667969
	Iteration 14Q: 3 clusters Score -295988.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -296027.437500 Penalty: 3969.667969
	Iteration 15Q: 3 clusters Score -296027.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -296060.187500 Penalty: 3969.667969
	Iteration 16Q: 3 clusters Score -296060.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -296086.656250 Penalty: 3969.667969
	Iteration 17Q: 3 clusters Score -296086.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -296105.750000 Penalty: 3969.667969
	Iteration 18Q: 3 clusters Score -296105.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -296123.843750 Penalty: 3969.667969
	Iteration 19Q: 3 clusters Score -296123.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -296143.218750 Penalty: 3969.667969
	Iteration 20F: 3 clusters Score -296143.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -296169.375000 Penalty: 3969.667969
	Iteration 21Q: 3 clusters Score -296169.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -296198.812500 Penalty: 3969.667969
	Iteration 22Q: 3 clusters Score -296198.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -296229.437500 Penalty: 3969.667969
	Iteration 23Q: 3 clusters Score -296229.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -296266.187500 Penalty: 3969.667969
	Iteration 24Q: 3 clusters Score -296266.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -296300.250000 Penalty: 3969.667969
	Iteration 25Q: 3 clusters Score -296300.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -296326.250000 Penalty: 3969.667969
	Iteration 26Q: 3 clusters Score -296326.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -296349.406250 Penalty: 3969.667969
	Iteration 27Q: 3 clusters Score -296349.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -296367.187500 Penalty: 3969.667969
	Iteration 28Q: 3 clusters Score -296367.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -296383.687500 Penalty: 3969.667969
	Iteration 29Q: 3 clusters Score -296383.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -296394.093750 Penalty: 3969.667969
	Iteration 30Q: 3 clusters Score -296394.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -296400.718750 Penalty: 3969.667969
	Iteration 31Q: 3 clusters Score -296400.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -296407.187500 Penalty: 3969.667969
	Iteration 32Q: 3 clusters Score -296407.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -296409.281250 Penalty: 3969.667969
	Iteration 33Q: 3 clusters Score -296409.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -296413.031250 Penalty: 3969.667969
	Iteration 34Q: 3 clusters Score -296413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -296416.531250 Penalty: 3969.667969
	Iteration 35Q: 3 clusters Score -296416.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -296418.937500 Penalty: 3969.667969
	Iteration 36Q: 3 clusters Score -296418.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -296419.406250 Penalty: 3969.667969
	Iteration 37Q: 3 clusters Score -296419.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -296419.843750 Penalty: 3969.667969
	Iteration 38Q: 3 clusters Score -296419.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -296420.500000 Penalty: 3969.667969
	Iteration 39Q: 3 clusters Score -296420.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -296423.593750 Penalty: 3969.667969
	Iteration 40F: 3 clusters Score -296423.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -296429.937500 Penalty: 3969.667969
	Iteration 41Q: 3 clusters Score -296429.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -296436.125000 Penalty: 3969.667969
	Iteration 42Q: 3 clusters Score -296436.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -296437.500000 Penalty: 3969.667969
	Iteration 43Q: 3 clusters Score -296437.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -296438.125000 Penalty: 3969.667969
	Iteration 44Q: 3 clusters Score -296438.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -296438.125000 Penalty: 3969.667969
	Iteration 45F: 3 clusters Score -296438.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Entering Unmasked Estep 
Score: -1027975.375000 Penalty: 2274.324707
	Iteration 0F: 2 clusters Score -1027975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1020588.750000 Penalty: 4548.649414
	Iteration 0F: 3 clusters Score -1020589 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1022664.125000 Penalty: 4548.649414
	Iteration 1F: 3 clusters Score -1022664 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1022977.500000 Penalty: 4548.649414
	Iteration 2F: 3 clusters Score -1022978 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1023270.375000 Penalty: 4548.649414
	Iteration 3F: 3 clusters Score -1023270 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1023576.000000 Penalty: 4548.649414
	Iteration 4F: 3 clusters Score -1023576 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1023925.187500 Penalty: 4548.649414
	Iteration 5F: 3 clusters Score -1023925 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1024277.625000 Penalty: 4548.649414
	Iteration 6F: 3 clusters Score -1024278 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1024631.375000 Penalty: 4548.649414
	Iteration 7F: 3 clusters Score -1024631 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1025013.875000 Penalty: 4548.649414
	Iteration 8F: 3 clusters Score -1025014 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1025347.500000 Penalty: 4548.649414
	Iteration 9F: 3 clusters Score -1025348 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1025629.937500 Penalty: 4548.649414
	Iteration 10Q: 3 clusters Score -1025630 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1025852.625000 Penalty: 4548.649414
	Iteration 11Q: 3 clusters Score -1025853 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1026033.125000 Penalty: 4548.649414
	Iteration 12Q: 3 clusters Score -1026033 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1026187.375000 Penalty: 4548.649414
	Iteration 13Q: 3 clusters Score -1026187 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1026307.625000 Penalty: 4548.649414
	Iteration 14Q: 3 clusters Score -1026308 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1026381.750000 Penalty: 4548.649414
	Iteration 15Q: 3 clusters Score -1026382 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1026455.125000 Penalty: 4548.649414
	Iteration 16Q: 3 clusters Score -1026455 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1026517.812500 Penalty: 4548.649414
	Iteration 17Q: 3 clusters Score -1026518 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1026561.562500 Penalty: 4548.649414
	Iteration 18Q: 3 clusters Score -1026562 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1026599.562500 Penalty: 4548.649414
	Iteration 19Q: 3 clusters Score -1026600 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1026625.125000 Penalty: 4548.649414
	Iteration 20F: 3 clusters Score -1026625 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1026632.125000 Penalty: 4548.649414
	Iteration 21Q: 3 clusters Score -1026632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1026642.000000 Penalty: 4548.649414
	Iteration 22Q: 3 clusters Score -1026642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1026641.187500 Penalty: 4548.649414
	Iteration 23Q: 3 clusters Score -1026641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1026644.000000 Penalty: 4548.649414
	Iteration 24Q: 3 clusters Score -1026644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1026643.375000 Penalty: 4548.649414
	Iteration 25Q: 3 clusters Score -1026643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1026643.375000 Penalty: 4548.649414
	Iteration 26F: 3 clusters Score -1026643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Entering Unmasked Estep 
Score: -2796140.000000 Penalty: 2518.214600
	Iteration 0F: 2 clusters Score -2796140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2778482.000000 Penalty: 5036.429199
	Iteration 0F: 3 clusters Score -2778482 nChanged 11494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -2785545.500000 Penalty: 5036.429199
	Iteration 1F: 3 clusters Score -2785546 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2787162.000000 Penalty: 5036.429199
	Iteration 2F: 3 clusters Score -2787162 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2788903.000000 Penalty: 5036.429199
	Iteration 3F: 3 clusters Score -2788903 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -2790261.500000 Penalty: 5036.429199
	Iteration 4F: 3 clusters Score -2790262 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2791135.000000 Penalty: 5036.429199
	Iteration 5F: 3 clusters Score -2791135 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2791669.500000 Penalty: 5036.429199
	Iteration 6Q: 3 clusters Score -2791670 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2791987.000000 Penalty: 5036.429199
	Iteration 7Q: 3 clusters Score -2791987 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2792182.250000 Penalty: 5036.429199
	Iteration 8Q: 3 clusters Score -2792182 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2792351.500000 Penalty: 5036.429199
	Iteration 9Q: 3 clusters Score -2792352 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -2792502.750000 Penalty: 5036.429199
	Iteration 10Q: 3 clusters Score -2792503 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2792696.750000 Penalty: 5036.429199
	Iteration 11Q: 3 clusters Score -2792697 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2792893.000000 Penalty: 5036.429199
	Iteration 12Q: 3 clusters Score -2792893 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2793129.250000 Penalty: 5036.429199
	Iteration 13Q: 3 clusters Score -2793129 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2793458.750000 Penalty: 5036.429199
	Iteration 14Q: 3 clusters Score -2793459 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2793816.750000 Penalty: 5036.429199
	Iteration 15Q: 3 clusters Score -2793817 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2794056.250000 Penalty: 5036.429199
	Iteration 16Q: 3 clusters Score -2794056 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2794213.750000 Penalty: 5036.429199
	Iteration 17Q: 3 clusters Score -2794214 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2794332.000000 Penalty: 5036.429199
	Iteration 18Q: 3 clusters Score -2794332 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2794397.500000 Penalty: 5036.429199
	Iteration 19Q: 3 clusters Score -2794398 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2794439.000000 Penalty: 5036.429199
	Iteration 20F: 3 clusters Score -2794439 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2794476.750000 Penalty: 5036.429199
	Iteration 21Q: 3 clusters Score -2794477 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2794489.750000 Penalty: 5036.429199
	Iteration 22Q: 3 clusters Score -2794490 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2794497.750000 Penalty: 5036.429199
	Iteration 23Q: 3 clusters Score -2794498 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2794496.000000 Penalty: 5036.429199
	Iteration 24Q: 3 clusters Score -2794496 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2794500.750000 Penalty: 5036.429199
	Iteration 25Q: 3 clusters Score -2794501 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2794509.000000 Penalty: 5036.429199
	Iteration 26Q: 3 clusters Score -2794509 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -2794509.500000 Penalty: 5036.429199
	Iteration 27Q: 3 clusters Score -2794510 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2794505.750000 Penalty: 5036.429199
	Iteration 28Q: 3 clusters Score -2794506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2794504.500000 Penalty: 5036.429199
	Iteration 29Q: 3 clusters Score -2794504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2794511.750000 Penalty: 5036.429199
	Iteration 30Q: 3 clusters Score -2794512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2794513.250000 Penalty: 5036.429199
	Iteration 31Q: 3 clusters Score -2794513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -2794513.750000 Penalty: 5036.429199
	Iteration 32Q: 3 clusters Score -2794514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2794513.500000 Penalty: 5036.429199
	Iteration 33Q: 3 clusters Score -2794514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2794514.750000 Penalty: 5036.429199
	Iteration 34Q: 3 clusters Score -2794515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2794519.000000 Penalty: 5036.429199
	Iteration 35Q: 3 clusters Score -2794519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2794521.750000 Penalty: 5036.429199
	Iteration 36Q: 3 clusters Score -2794522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2794525.000000 Penalty: 5036.429199
	Iteration 37Q: 3 clusters Score -2794525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2794520.500000 Penalty: 5036.429199
	Iteration 38Q: 3 clusters Score -2794520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2794527.750000 Penalty: 5036.429199
	Iteration 39Q: 3 clusters Score -2794528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2794528.750000 Penalty: 5036.429199
	Iteration 40F: 3 clusters Score -2794529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2794532.000000 Penalty: 5036.429199
	Iteration 41Q: 3 clusters Score -2794532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2794529.250000 Penalty: 5036.429199
	Iteration 42Q: 3 clusters Score -2794529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2794528.250000 Penalty: 5036.429199
	Iteration 43Q: 3 clusters Score -2794528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2794529.000000 Penalty: 5036.429199
	Iteration 44Q: 3 clusters Score -2794529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2794531.000000 Penalty: 5036.429199
	Iteration 45Q: 3 clusters Score -2794531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -2794528.500000 Penalty: 5036.429199
	Iteration 46Q: 3 clusters Score -2794528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2794531.000000 Penalty: 5036.429199
	Iteration 47Q: 3 clusters Score -2794531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2794533.000000 Penalty: 5036.429199
	Iteration 48Q: 3 clusters Score -2794533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2794532.500000 Penalty: 5036.429199
	Iteration 49Q: 3 clusters Score -2794532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2794532.000000 Penalty: 5036.429199
	Iteration 50Q: 3 clusters Score -2794532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2794533.000000 Penalty: 5036.429199
	Iteration 51Q: 3 clusters Score -2794533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2794533.500000 Penalty: 5036.429199
	Iteration 52Q: 3 clusters Score -2794534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2794534.250000 Penalty: 5036.429199
	Iteration 53Q: 3 clusters Score -2794534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2794534.750000 Penalty: 5036.429199
	Iteration 54Q: 3 clusters Score -2794535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2794537.000000 Penalty: 5036.429199
	Iteration 55Q: 3 clusters Score -2794537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -2794535.000000 Penalty: 5036.429199
	Iteration 56Q: 3 clusters Score -2794535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2794535.750000 Penalty: 5036.429199
	Iteration 57Q: 3 clusters Score -2794536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2794536.250000 Penalty: 5036.429199
	Iteration 58Q: 3 clusters Score -2794536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2794534.000000 Penalty: 5036.429199
	Iteration 59Q: 3 clusters Score -2794534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2794534.000000 Penalty: 5036.429199
	Iteration 60F: 3 clusters Score -2794534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -109773.000000 Penalty: 1711.630859
	Iteration 0F: 2 clusters Score -109773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -107835.937500 Penalty: 3423.261719
	Iteration 0F: 3 clusters Score -107835.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -108123.945312 Penalty: 3423.261719
	Iteration 1F: 3 clusters Score -108123.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -108182.218750 Penalty: 3423.261719
	Iteration 2Q: 3 clusters Score -108182.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -108201.023438 Penalty: 3423.261719
	Iteration 3Q: 3 clusters Score -108201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -108216.085938 Penalty: 3423.261719
	Iteration 4Q: 3 clusters Score -108216.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -108220.117188 Penalty: 3423.261719
	Iteration 5Q: 3 clusters Score -108220.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -108223.382812 Penalty: 3423.261719
	Iteration 6Q: 3 clusters Score -108223.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -108227.187500 Penalty: 3423.261719
	Iteration 7Q: 3 clusters Score -108227.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -108228.742188 Penalty: 3423.261719
	Iteration 8Q: 3 clusters Score -108228.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -108231.343750 Penalty: 3423.261719
	Iteration 9Q: 3 clusters Score -108231.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -108232.820312 Penalty: 3423.261719
	Iteration 10Q: 3 clusters Score -108232.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -108233.617188 Penalty: 3423.261719
	Iteration 11Q: 3 clusters Score -108233.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -108234.492188 Penalty: 3423.261719
	Iteration 12Q: 3 clusters Score -108234.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -108238.632812 Penalty: 3423.261719
	Iteration 13Q: 3 clusters Score -108238.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -108245.570312 Penalty: 3423.261719
	Iteration 14Q: 3 clusters Score -108245.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -108247.367188 Penalty: 3423.261719
	Iteration 15Q: 3 clusters Score -108247.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -108247.367188 Penalty: 3423.261719
	Iteration 16F: 3 clusters Score -108247.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Entering Unmasked Estep 
Score: -1562297.750000 Penalty: 2370.987549
	Iteration 0F: 2 clusters Score -1562298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1551964.875000 Penalty: 4741.975098
	Iteration 0F: 3 clusters Score -1551965 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1555124.875000 Penalty: 4741.975098
	Iteration 1F: 3 clusters Score -1555125 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1555462.000000 Penalty: 4741.975098
	Iteration 2F: 3 clusters Score -1555462 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1555693.750000 Penalty: 4741.975098
	Iteration 3Q: 3 clusters Score -1555694 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1555854.875000 Penalty: 4741.975098
	Iteration 4Q: 3 clusters Score -1555855 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1556007.750000 Penalty: 4741.975098
	Iteration 5Q: 3 clusters Score -1556008 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1556182.125000 Penalty: 4741.975098
	Iteration 6Q: 3 clusters Score -1556182 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1556385.625000 Penalty: 4741.975098
	Iteration 7Q: 3 clusters Score -1556386 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1556646.875000 Penalty: 4741.975098
	Iteration 8Q: 3 clusters Score -1556647 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1556981.875000 Penalty: 4741.975098
	Iteration 9Q: 3 clusters Score -1556982 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1557414.375000 Penalty: 4741.975098
	Iteration 10Q: 3 clusters Score -1557414 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1557942.500000 Penalty: 4741.975098
	Iteration 11F: 3 clusters Score -1557942 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1558485.125000 Penalty: 4741.975098
	Iteration 12F: 3 clusters Score -1558485 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1558937.625000 Penalty: 4741.975098
	Iteration 13Q: 3 clusters Score -1558938 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1559319.375000 Penalty: 4741.975098
	Iteration 14Q: 3 clusters Score -1559319 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1559596.375000 Penalty: 4741.975098
	Iteration 15Q: 3 clusters Score -1559596 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -1559803.250000 Penalty: 4741.975098
	Iteration 16Q: 3 clusters Score -1559803 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1559943.625000 Penalty: 4741.975098
	Iteration 17Q: 3 clusters Score -1559944 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1560065.625000 Penalty: 4741.975098
	Iteration 18Q: 3 clusters Score -1560066 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1560134.750000 Penalty: 4741.975098
	Iteration 19Q: 3 clusters Score -1560135 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1560183.000000 Penalty: 4741.975098
	Iteration 20F: 3 clusters Score -1560183 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1560214.250000 Penalty: 4741.975098
	Iteration 21Q: 3 clusters Score -1560214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1560231.250000 Penalty: 4741.975098
	Iteration 22Q: 3 clusters Score -1560231 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1560257.375000 Penalty: 4741.975098
	Iteration 23Q: 3 clusters Score -1560257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1560267.625000 Penalty: 4741.975098
	Iteration 24Q: 3 clusters Score -1560268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1560278.000000 Penalty: 4741.975098
	Iteration 25Q: 3 clusters Score -1560278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1560289.125000 Penalty: 4741.975098
	Iteration 26Q: 3 clusters Score -1560289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1560301.500000 Penalty: 4741.975098
	Iteration 27Q: 3 clusters Score -1560302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1560317.125000 Penalty: 4741.975098
	Iteration 28Q: 3 clusters Score -1560317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1560323.750000 Penalty: 4741.975098
	Iteration 29Q: 3 clusters Score -1560324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1560326.875000 Penalty: 4741.975098
	Iteration 30Q: 3 clusters Score -1560327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1560336.250000 Penalty: 4741.975098
	Iteration 31Q: 3 clusters Score -1560336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1560344.000000 Penalty: 4741.975098
	Iteration 32Q: 3 clusters Score -1560344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1560345.500000 Penalty: 4741.975098
	Iteration 33Q: 3 clusters Score -1560346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1560345.500000 Penalty: 4741.975098
	Iteration 34F: 3 clusters Score -1560346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Entering Unmasked Estep 
Score: -531670.937500 Penalty: 2109.570801
	Iteration 0F: 2 clusters Score -531670.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -527195.875000 Penalty: 4219.141602
	Iteration 0F: 3 clusters Score -527195.9 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -528247.812500 Penalty: 4219.141602
	Iteration 1F: 3 clusters Score -528247.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -528484.062500 Penalty: 4219.141602
	Iteration 2F: 3 clusters Score -528484.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -528605.937500 Penalty: 4219.141602
	Iteration 3F: 3 clusters Score -528605.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -528691.812500 Penalty: 4219.141602
	Iteration 4Q: 3 clusters Score -528691.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -528758.562500 Penalty: 4219.141602
	Iteration 5Q: 3 clusters Score -528758.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -528807.500000 Penalty: 4219.141602
	Iteration 6Q: 3 clusters Score -528807.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -528860.187500 Penalty: 4219.141602
	Iteration 7Q: 3 clusters Score -528860.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -528903.187500 Penalty: 4219.141602
	Iteration 8Q: 3 clusters Score -528903.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -528935.250000 Penalty: 4219.141602
	Iteration 9Q: 3 clusters Score -528935.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -528962.187500 Penalty: 4219.141602
	Iteration 10Q: 3 clusters Score -528962.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -528993.187500 Penalty: 4219.141602
	Iteration 11Q: 3 clusters Score -528993.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -529019.000000 Penalty: 4219.141602
	Iteration 12Q: 3 clusters Score -529019 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -529040.250000 Penalty: 4219.141602
	Iteration 13Q: 3 clusters Score -529040.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -529053.375000 Penalty: 4219.141602
	Iteration 14Q: 3 clusters Score -529053.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -529071.062500 Penalty: 4219.141602
	Iteration 15Q: 3 clusters Score -529071.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -529085.312500 Penalty: 4219.141602
	Iteration 16Q: 3 clusters Score -529085.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -529100.500000 Penalty: 4219.141602
	Iteration 17Q: 3 clusters Score -529100.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -529118.562500 Penalty: 4219.141602
	Iteration 18Q: 3 clusters Score -529118.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -529134.125000 Penalty: 4219.141602
	Iteration 19Q: 3 clusters Score -529134.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -529155.375000 Penalty: 4219.141602
	Iteration 20F: 3 clusters Score -529155.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -529173.875000 Penalty: 4219.141602
	Iteration 21Q: 3 clusters Score -529173.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -529185.000000 Penalty: 4219.141602
	Iteration 22Q: 3 clusters Score -529185 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -529196.250000 Penalty: 4219.141602
	Iteration 23Q: 3 clusters Score -529196.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -529212.125000 Penalty: 4219.141602
	Iteration 24Q: 3 clusters Score -529212.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -529236.562500 Penalty: 4219.141602
	Iteration 25Q: 3 clusters Score -529236.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -529261.625000 Penalty: 4219.141602
	Iteration 26Q: 3 clusters Score -529261.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -529276.250000 Penalty: 4219.141602
	Iteration 27Q: 3 clusters Score -529276.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -529292.500000 Penalty: 4219.141602
	Iteration 28Q: 3 clusters Score -529292.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -529313.062500 Penalty: 4219.141602
	Iteration 29Q: 3 clusters Score -529313.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -529334.937500 Penalty: 4219.141602
	Iteration 30Q: 3 clusters Score -529334.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -529351.500000 Penalty: 4219.141602
	Iteration 31Q: 3 clusters Score -529351.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -529373.000000 Penalty: 4219.141602
	Iteration 32Q: 3 clusters Score -529373 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -529391.625000 Penalty: 4219.141602
	Iteration 33Q: 3 clusters Score -529391.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -529415.062500 Penalty: 4219.141602
	Iteration 34Q: 3 clusters Score -529415.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -529441.375000 Penalty: 4219.141602
	Iteration 35Q: 3 clusters Score -529441.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -529463.312500 Penalty: 4219.141602
	Iteration 36Q: 3 clusters Score -529463.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -529496.437500 Penalty: 4219.141602
	Iteration 37Q: 3 clusters Score -529496.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -529532.125000 Penalty: 4219.141602
	Iteration 38Q: 3 clusters Score -529532.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -529556.750000 Penalty: 4219.141602
	Iteration 39Q: 3 clusters Score -529556.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -529582.437500 Penalty: 4219.141602
	Iteration 40F: 3 clusters Score -529582.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -529606.562500 Penalty: 4219.141602
	Iteration 41Q: 3 clusters Score -529606.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -529625.625000 Penalty: 4219.141602
	Iteration 42Q: 3 clusters Score -529625.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -529641.562500 Penalty: 4219.141602
	Iteration 43Q: 3 clusters Score -529641.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -529657.750000 Penalty: 4219.141602
	Iteration 44Q: 3 clusters Score -529657.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -529683.812500 Penalty: 4219.141602
	Iteration 45Q: 3 clusters Score -529683.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -529706.812500 Penalty: 4219.141602
	Iteration 46Q: 3 clusters Score -529706.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -529725.250000 Penalty: 4219.141602
	Iteration 47Q: 3 clusters Score -529725.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -529731.812500 Penalty: 4219.141602
	Iteration 48Q: 3 clusters Score -529731.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -529738.937500 Penalty: 4219.141602
	Iteration 49Q: 3 clusters Score -529738.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -529741.437500 Penalty: 4219.141602
	Iteration 50Q: 3 clusters Score -529741.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -529744.812500 Penalty: 4219.141602
	Iteration 51Q: 3 clusters Score -529744.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -529747.000000 Penalty: 4219.141602
	Iteration 52Q: 3 clusters Score -529747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -529748.437500 Penalty: 4219.141602
	Iteration 53Q: 3 clusters Score -529748.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -529748.437500 Penalty: 4219.141602
	Iteration 54F: 3 clusters Score -529748.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Entering Unmasked Estep 
Score: -943678.250000 Penalty: 2279.760742
	Iteration 0F: 2 clusters Score -943678.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -936092.187500 Penalty: 4559.521484
	Iteration 0F: 3 clusters Score -936092.2 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -938437.625000 Penalty: 4559.521484
	Iteration 1F: 3 clusters Score -938437.6 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -938820.437500 Penalty: 4559.521484
	Iteration 2F: 3 clusters Score -938820.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -939104.000000 Penalty: 4559.521484
	Iteration 3F: 3 clusters Score -939104 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -939315.250000 Penalty: 4559.521484
	Iteration 4Q: 3 clusters Score -939315.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -939494.687500 Penalty: 4559.521484
	Iteration 5Q: 3 clusters Score -939494.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -939689.562500 Penalty: 4559.521484
	Iteration 6Q: 3 clusters Score -939689.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -939870.500000 Penalty: 4559.521484
	Iteration 7Q: 3 clusters Score -939870.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -940035.937500 Penalty: 4559.521484
	Iteration 8Q: 3 clusters Score -940035.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -940228.375000 Penalty: 4559.521484
	Iteration 9Q: 3 clusters Score -940228.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -940435.687500 Penalty: 4559.521484
	Iteration 10Q: 3 clusters Score -940435.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -940682.062500 Penalty: 4559.521484
	Iteration 11Q: 3 clusters Score -940682.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -940938.250000 Penalty: 4559.521484
	Iteration 12Q: 3 clusters Score -940938.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -941199.000000 Penalty: 4559.521484
	Iteration 13Q: 3 clusters Score -941199 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -941483.187500 Penalty: 4559.521484
	Iteration 14Q: 3 clusters Score -941483.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -941743.500000 Penalty: 4559.521484
	Iteration 15Q: 3 clusters Score -941743.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -941987.937500 Penalty: 4559.521484
	Iteration 16Q: 3 clusters Score -941987.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -942200.937500 Penalty: 4559.521484
	Iteration 17Q: 3 clusters Score -942200.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -942336.375000 Penalty: 4559.521484
	Iteration 18Q: 3 clusters Score -942336.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -942418.812500 Penalty: 4559.521484
	Iteration 19Q: 3 clusters Score -942418.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -942478.625000 Penalty: 4559.521484
	Iteration 20F: 3 clusters Score -942478.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -942523.562500 Penalty: 4559.521484
	Iteration 21Q: 3 clusters Score -942523.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -942558.375000 Penalty: 4559.521484
	Iteration 22Q: 3 clusters Score -942558.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -942576.875000 Penalty: 4559.521484
	Iteration 23Q: 3 clusters Score -942576.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -942591.312500 Penalty: 4559.521484
	Iteration 24Q: 3 clusters Score -942591.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -942603.875000 Penalty: 4559.521484
	Iteration 25Q: 3 clusters Score -942603.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -942615.687500 Penalty: 4559.521484
	Iteration 26Q: 3 clusters Score -942615.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -942630.000000 Penalty: 4559.521484
	Iteration 27Q: 3 clusters Score -942630 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -942638.625000 Penalty: 4559.521484
	Iteration 28Q: 3 clusters Score -942638.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -942651.562500 Penalty: 4559.521484
	Iteration 29Q: 3 clusters Score -942651.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -942663.937500 Penalty: 4559.521484
	Iteration 30Q: 3 clusters Score -942663.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -942672.687500 Penalty: 4559.521484
	Iteration 31Q: 3 clusters Score -942672.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -942675.750000 Penalty: 4559.521484
	Iteration 32Q: 3 clusters Score -942675.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -942682.125000 Penalty: 4559.521484
	Iteration 33Q: 3 clusters Score -942682.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -942687.437500 Penalty: 4559.521484
	Iteration 34Q: 3 clusters Score -942687.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -942690.625000 Penalty: 4559.521484
	Iteration 35Q: 3 clusters Score -942690.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -942693.125000 Penalty: 4559.521484
	Iteration 36Q: 3 clusters Score -942693.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -942692.750000 Penalty: 4559.521484
	Iteration 37Q: 3 clusters Score -942692.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -942695.500000 Penalty: 4559.521484
	Iteration 38Q: 3 clusters Score -942695.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -942694.937500 Penalty: 4559.521484
	Iteration 39Q: 3 clusters Score -942694.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -942696.187500 Penalty: 4559.521484
	Iteration 40F: 3 clusters Score -942696.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -942696.875000 Penalty: 4559.521484
	Iteration 41Q: 3 clusters Score -942696.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -942696.187500 Penalty: 4559.521484
	Iteration 42Q: 3 clusters Score -942696.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -942699.125000 Penalty: 4559.521484
	Iteration 43Q: 3 clusters Score -942699.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -942698.937500 Penalty: 4559.521484
	Iteration 44Q: 3 clusters Score -942698.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -942697.625000 Penalty: 4559.521484
	Iteration 45Q: 3 clusters Score -942697.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -942702.312500 Penalty: 4559.521484
	Iteration 46Q: 3 clusters Score -942702.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -942703.125000 Penalty: 4559.521484
	Iteration 47Q: 3 clusters Score -942703.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -942705.437500 Penalty: 4559.521484
	Iteration 48Q: 3 clusters Score -942705.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -942704.250000 Penalty: 4559.521484
	Iteration 49Q: 3 clusters Score -942704.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -942704.437500 Penalty: 4559.521484
	Iteration 50Q: 3 clusters Score -942704.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -942703.812500 Penalty: 4559.521484
	Iteration 51Q: 3 clusters Score -942703.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -942703.562500 Penalty: 4559.521484
	Iteration 52Q: 3 clusters Score -942703.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -942705.062500 Penalty: 4559.521484
	Iteration 53Q: 3 clusters Score -942705.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -942707.187500 Penalty: 4559.521484
	Iteration 54Q: 3 clusters Score -942707.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -942707.500000 Penalty: 4559.521484
	Iteration 55Q: 3 clusters Score -942707.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -942707.062500 Penalty: 4559.521484
	Iteration 56Q: 3 clusters Score -942707.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -942707.500000 Penalty: 4559.521484
	Iteration 57Q: 3 clusters Score -942707.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -942708.812500 Penalty: 4559.521484
	Iteration 58Q: 3 clusters Score -942708.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -942707.312500 Penalty: 4559.521484
	Iteration 59Q: 3 clusters Score -942707.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -942706.125000 Penalty: 4559.521484
	Iteration 60F: 3 clusters Score -942706.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -942709.000000 Penalty: 4559.521484
	Iteration 61Q: 3 clusters Score -942709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -942708.562500 Penalty: 4559.521484
	Iteration 62Q: 3 clusters Score -942708.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -942708.562500 Penalty: 4559.521484
	Iteration 63F: 3 clusters Score -942708.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Entering Unmasked Estep 
Score: -502643.562500 Penalty: 2121.226318
	Iteration 0F: 2 clusters Score -502643.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -497983.406250 Penalty: 4242.452637
	Iteration 0F: 3 clusters Score -497983.4 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -499141.781250 Penalty: 4242.452637
	Iteration 1F: 3 clusters Score -499141.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -499390.625000 Penalty: 4242.452637
	Iteration 2F: 3 clusters Score -499390.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -499540.125000 Penalty: 4242.452637
	Iteration 3F: 3 clusters Score -499540.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -499638.468750 Penalty: 4242.452637
	Iteration 4Q: 3 clusters Score -499638.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -499711.531250 Penalty: 4242.452637
	Iteration 5Q: 3 clusters Score -499711.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -499767.812500 Penalty: 4242.452637
	Iteration 6Q: 3 clusters Score -499767.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -499838.250000 Penalty: 4242.452637
	Iteration 7Q: 3 clusters Score -499838.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -499909.718750 Penalty: 4242.452637
	Iteration 8Q: 3 clusters Score -499909.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -500004.031250 Penalty: 4242.452637
	Iteration 9Q: 3 clusters Score -500004 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -500095.000000 Penalty: 4242.452637
	Iteration 10Q: 3 clusters Score -500095 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -500187.875000 Penalty: 4242.452637
	Iteration 11Q: 3 clusters Score -500187.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -500291.687500 Penalty: 4242.452637
	Iteration 12Q: 3 clusters Score -500291.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -500418.218750 Penalty: 4242.452637
	Iteration 13Q: 3 clusters Score -500418.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -500546.500000 Penalty: 4242.452637
	Iteration 14Q: 3 clusters Score -500546.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -500654.812500 Penalty: 4242.452637
	Iteration 15Q: 3 clusters Score -500654.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -500758.375000 Penalty: 4242.452637
	Iteration 16Q: 3 clusters Score -500758.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -500835.062500 Penalty: 4242.452637
	Iteration 17Q: 3 clusters Score -500835.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -500883.500000 Penalty: 4242.452637
	Iteration 18Q: 3 clusters Score -500883.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -500910.531250 Penalty: 4242.452637
	Iteration 19Q: 3 clusters Score -500910.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -500936.406250 Penalty: 4242.452637
	Iteration 20F: 3 clusters Score -500936.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -500954.812500 Penalty: 4242.452637
	Iteration 21Q: 3 clusters Score -500954.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -500964.281250 Penalty: 4242.452637
	Iteration 22Q: 3 clusters Score -500964.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -500973.031250 Penalty: 4242.452637
	Iteration 23Q: 3 clusters Score -500973 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -500984.718750 Penalty: 4242.452637
	Iteration 24Q: 3 clusters Score -500984.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -500995.218750 Penalty: 4242.452637
	Iteration 25Q: 3 clusters Score -500995.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -501006.812500 Penalty: 4242.452637
	Iteration 26Q: 3 clusters Score -501006.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -501015.343750 Penalty: 4242.452637
	Iteration 27Q: 3 clusters Score -501015.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -501021.062500 Penalty: 4242.452637
	Iteration 28Q: 3 clusters Score -501021.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -501025.468750 Penalty: 4242.452637
	Iteration 29Q: 3 clusters Score -501025.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -501029.656250 Penalty: 4242.452637
	Iteration 30Q: 3 clusters Score -501029.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -501033.656250 Penalty: 4242.452637
	Iteration 31Q: 3 clusters Score -501033.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -501038.468750 Penalty: 4242.452637
	Iteration 32Q: 3 clusters Score -501038.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -501038.781250 Penalty: 4242.452637
	Iteration 33Q: 3 clusters Score -501038.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -501040.718750 Penalty: 4242.452637
	Iteration 34Q: 3 clusters Score -501040.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -501040.937500 Penalty: 4242.452637
	Iteration 35Q: 3 clusters Score -501040.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -501041.375000 Penalty: 4242.452637
	Iteration 36Q: 3 clusters Score -501041.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -501044.000000 Penalty: 4242.452637
	Iteration 37Q: 3 clusters Score -501044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -501044.062500 Penalty: 4242.452637
	Iteration 38Q: 3 clusters Score -501044.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -501043.968750 Penalty: 4242.452637
	Iteration 39Q: 3 clusters Score -501044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -501043.812500 Penalty: 4242.452637
	Iteration 40F: 3 clusters Score -501043.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -501044.187500 Penalty: 4242.452637
	Iteration 41Q: 3 clusters Score -501044.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -501044.406250 Penalty: 4242.452637
	Iteration 42Q: 3 clusters Score -501044.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -501044.406250 Penalty: 4242.452637
	Iteration 43F: 3 clusters Score -501044.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Entering Unmasked Estep 
Score: -1784628.000000 Penalty: 2410.347656
	Iteration 0F: 2 clusters Score -1784628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1772787.625000 Penalty: 4820.695312
	Iteration 0F: 3 clusters Score -1772788 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1776623.625000 Penalty: 4820.695312
	Iteration 1F: 3 clusters Score -1776624 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1777045.250000 Penalty: 4820.695312
	Iteration 2F: 3 clusters Score -1777045 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1777406.375000 Penalty: 4820.695312
	Iteration 3Q: 3 clusters Score -1777406 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1777776.125000 Penalty: 4820.695312
	Iteration 4Q: 3 clusters Score -1777776 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1778183.000000 Penalty: 4820.695312
	Iteration 5Q: 3 clusters Score -1778183 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1778623.875000 Penalty: 4820.695312
	Iteration 6Q: 3 clusters Score -1778624 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1779063.250000 Penalty: 4820.695312
	Iteration 7Q: 3 clusters Score -1779063 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1779547.500000 Penalty: 4820.695312
	Iteration 8Q: 3 clusters Score -1779548 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1780076.750000 Penalty: 4820.695312
	Iteration 9Q: 3 clusters Score -1780077 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1780584.500000 Penalty: 4820.695312
	Iteration 10Q: 3 clusters Score -1780584 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1781054.875000 Penalty: 4820.695312
	Iteration 11Q: 3 clusters Score -1781055 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1781442.750000 Penalty: 4820.695312
	Iteration 12Q: 3 clusters Score -1781443 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1781818.000000 Penalty: 4820.695312
	Iteration 13Q: 3 clusters Score -1781818 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1782149.375000 Penalty: 4820.695312
	Iteration 14Q: 3 clusters Score -1782149 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1782382.500000 Penalty: 4820.695312
	Iteration 15Q: 3 clusters Score -1782382 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1782546.250000 Penalty: 4820.695312
	Iteration 16Q: 3 clusters Score -1782546 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1782649.750000 Penalty: 4820.695312
	Iteration 17Q: 3 clusters Score -1782650 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1782724.875000 Penalty: 4820.695312
	Iteration 18Q: 3 clusters Score -1782725 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1782762.000000 Penalty: 4820.695312
	Iteration 19Q: 3 clusters Score -1782762 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1782784.750000 Penalty: 4820.695312
	Iteration 20F: 3 clusters Score -1782785 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1782808.375000 Penalty: 4820.695312
	Iteration 21Q: 3 clusters Score -1782808 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1782824.375000 Penalty: 4820.695312
	Iteration 22Q: 3 clusters Score -1782824 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1782834.875000 Penalty: 4820.695312
	Iteration 23Q: 3 clusters Score -1782835 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1782844.250000 Penalty: 4820.695312
	Iteration 24Q: 3 clusters Score -1782844 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1782849.375000 Penalty: 4820.695312
	Iteration 25Q: 3 clusters Score -1782849 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1782857.250000 Penalty: 4820.695312
	Iteration 26Q: 3 clusters Score -1782857 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1782861.500000 Penalty: 4820.695312
	Iteration 27Q: 3 clusters Score -1782862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1782865.750000 Penalty: 4820.695312
	Iteration 28Q: 3 clusters Score -1782866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1782872.625000 Penalty: 4820.695312
	Iteration 29Q: 3 clusters Score -1782873 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1782881.625000 Penalty: 4820.695312
	Iteration 30Q: 3 clusters Score -1782882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1782883.125000 Penalty: 4820.695312
	Iteration 31Q: 3 clusters Score -1782883 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1782877.625000 Penalty: 4820.695312
	Iteration 32Q: 3 clusters Score -1782878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1782889.375000 Penalty: 4820.695312
	Iteration 33Q: 3 clusters Score -1782889 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1782891.500000 Penalty: 4820.695312
	Iteration 34Q: 3 clusters Score -1782892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1782894.125000 Penalty: 4820.695312
	Iteration 35Q: 3 clusters Score -1782894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1782897.875000 Penalty: 4820.695312
	Iteration 36Q: 3 clusters Score -1782898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1782897.000000 Penalty: 4820.695312
	Iteration 37Q: 3 clusters Score -1782897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1782897.625000 Penalty: 4820.695312
	Iteration 38Q: 3 clusters Score -1782898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1782895.750000 Penalty: 4820.695312
	Iteration 39Q: 3 clusters Score -1782896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1782897.625000 Penalty: 4820.695312
	Iteration 40F: 3 clusters Score -1782898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1782897.875000 Penalty: 4820.695312
	Iteration 41Q: 3 clusters Score -1782898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1782893.500000 Penalty: 4820.695312
	Iteration 42Q: 3 clusters Score -1782894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1782894.375000 Penalty: 4820.695312
	Iteration 43Q: 3 clusters Score -1782894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1782896.500000 Penalty: 4820.695312
	Iteration 44Q: 3 clusters Score -1782896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1782901.000000 Penalty: 4820.695312
	Iteration 45Q: 3 clusters Score -1782901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1782899.750000 Penalty: 4820.695312
	Iteration 46Q: 3 clusters Score -1782900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1782901.625000 Penalty: 4820.695312
	Iteration 47Q: 3 clusters Score -1782902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1782901.750000 Penalty: 4820.695312
	Iteration 48Q: 3 clusters Score -1782902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1782899.125000 Penalty: 4820.695312
	Iteration 49Q: 3 clusters Score -1782899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1782901.000000 Penalty: 4820.695312
	Iteration 50Q: 3 clusters Score -1782901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1782898.125000 Penalty: 4820.695312
	Iteration 51Q: 3 clusters Score -1782898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1782898.125000 Penalty: 4820.695312
	Iteration 52F: 3 clusters Score -1782898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Entering Unmasked Estep 
Score: -203005.437500 Penalty: 2006.571655
	Iteration 0F: 2 clusters Score -203005.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -199654.062500 Penalty: 4013.143311
	Iteration 0F: 3 clusters Score -199654.1 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -200533.390625 Penalty: 4013.143311
	Iteration 1F: 3 clusters Score -200533.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -200805.703125 Penalty: 4013.143311
	Iteration 2F: 3 clusters Score -200805.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -201014.031250 Penalty: 4013.143311
	Iteration 3F: 3 clusters Score -201014 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -201215.437500 Penalty: 4013.143311
	Iteration 4F: 3 clusters Score -201215.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -201429.046875 Penalty: 4013.143311
	Iteration 5F: 3 clusters Score -201429 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -201629.968750 Penalty: 4013.143311
	Iteration 6Q: 3 clusters Score -201630 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -201796.421875 Penalty: 4013.143311
	Iteration 7Q: 3 clusters Score -201796.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -201937.140625 Penalty: 4013.143311
	Iteration 8Q: 3 clusters Score -201937.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -202054.140625 Penalty: 4013.143311
	Iteration 9Q: 3 clusters Score -202054.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -202133.015625 Penalty: 4013.143311
	Iteration 10Q: 3 clusters Score -202133 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -202183.796875 Penalty: 4013.143311
	Iteration 11Q: 3 clusters Score -202183.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -202217.468750 Penalty: 4013.143311
	Iteration 12Q: 3 clusters Score -202217.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -202235.781250 Penalty: 4013.143311
	Iteration 13Q: 3 clusters Score -202235.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -202248.484375 Penalty: 4013.143311
	Iteration 14Q: 3 clusters Score -202248.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -202257.453125 Penalty: 4013.143311
	Iteration 15Q: 3 clusters Score -202257.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -202262.750000 Penalty: 4013.143311
	Iteration 16Q: 3 clusters Score -202262.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -202265.140625 Penalty: 4013.143311
	Iteration 17Q: 3 clusters Score -202265.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -202265.781250 Penalty: 4013.143311
	Iteration 18Q: 3 clusters Score -202265.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -202266.203125 Penalty: 4013.143311
	Iteration 19Q: 3 clusters Score -202266.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -202266.203125 Penalty: 4013.143311
	Iteration 20F: 3 clusters Score -202266.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Entering Unmasked Estep 
Score: -914221.562500 Penalty: 2241.985352
	Iteration 0F: 2 clusters Score -914221.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -907556.187500 Penalty: 4483.970703
	Iteration 0F: 3 clusters Score -907556.2 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -909425.187500 Penalty: 4483.970703
	Iteration 1F: 3 clusters Score -909425.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -909822.187500 Penalty: 4483.970703
	Iteration 2F: 3 clusters Score -909822.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -910317.625000 Penalty: 4483.970703
	Iteration 3F: 3 clusters Score -910317.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -910781.875000 Penalty: 4483.970703
	Iteration 4F: 3 clusters Score -910781.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -911236.437500 Penalty: 4483.970703
	Iteration 5F: 3 clusters Score -911236.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -911640.187500 Penalty: 4483.970703
	Iteration 6F: 3 clusters Score -911640.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -911919.812500 Penalty: 4483.970703
	Iteration 7Q: 3 clusters Score -911919.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -912109.437500 Penalty: 4483.970703
	Iteration 8Q: 3 clusters Score -912109.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -912260.312500 Penalty: 4483.970703
	Iteration 9Q: 3 clusters Score -912260.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -912361.625000 Penalty: 4483.970703
	Iteration 10Q: 3 clusters Score -912361.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -912426.437500 Penalty: 4483.970703
	Iteration 11Q: 3 clusters Score -912426.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -912472.062500 Penalty: 4483.970703
	Iteration 12Q: 3 clusters Score -912472.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -912516.875000 Penalty: 4483.970703
	Iteration 13Q: 3 clusters Score -912516.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -912554.625000 Penalty: 4483.970703
	Iteration 14Q: 3 clusters Score -912554.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -912587.437500 Penalty: 4483.970703
	Iteration 15Q: 3 clusters Score -912587.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -912609.875000 Penalty: 4483.970703
	Iteration 16Q: 3 clusters Score -912609.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -912631.500000 Penalty: 4483.970703
	Iteration 17Q: 3 clusters Score -912631.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -912652.312500 Penalty: 4483.970703
	Iteration 18Q: 3 clusters Score -912652.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -912663.062500 Penalty: 4483.970703
	Iteration 19Q: 3 clusters Score -912663.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -912677.937500 Penalty: 4483.970703
	Iteration 20F: 3 clusters Score -912677.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -912688.312500 Penalty: 4483.970703
	Iteration 21Q: 3 clusters Score -912688.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -912694.375000 Penalty: 4483.970703
	Iteration 22Q: 3 clusters Score -912694.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -912701.312500 Penalty: 4483.970703
	Iteration 23Q: 3 clusters Score -912701.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -912706.687500 Penalty: 4483.970703
	Iteration 24Q: 3 clusters Score -912706.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -912709.187500 Penalty: 4483.970703
	Iteration 25Q: 3 clusters Score -912709.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -912712.125000 Penalty: 4483.970703
	Iteration 26Q: 3 clusters Score -912712.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -912713.625000 Penalty: 4483.970703
	Iteration 27Q: 3 clusters Score -912713.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -912717.937500 Penalty: 4483.970703
	Iteration 28Q: 3 clusters Score -912717.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -912722.750000 Penalty: 4483.970703
	Iteration 29Q: 3 clusters Score -912722.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -912727.437500 Penalty: 4483.970703
	Iteration 30Q: 3 clusters Score -912727.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -912730.625000 Penalty: 4483.970703
	Iteration 31Q: 3 clusters Score -912730.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -912733.562500 Penalty: 4483.970703
	Iteration 32Q: 3 clusters Score -912733.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -912736.687500 Penalty: 4483.970703
	Iteration 33Q: 3 clusters Score -912736.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -912738.000000 Penalty: 4483.970703
	Iteration 34Q: 3 clusters Score -912738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -912742.937500 Penalty: 4483.970703
	Iteration 35Q: 3 clusters Score -912742.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -912746.625000 Penalty: 4483.970703
	Iteration 36Q: 3 clusters Score -912746.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -912745.625000 Penalty: 4483.970703
	Iteration 37Q: 3 clusters Score -912745.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -912748.875000 Penalty: 4483.970703
	Iteration 38Q: 3 clusters Score -912748.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -912751.500000 Penalty: 4483.970703
	Iteration 39Q: 3 clusters Score -912751.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -912753.750000 Penalty: 4483.970703
	Iteration 40F: 3 clusters Score -912753.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -912755.687500 Penalty: 4483.970703
	Iteration 41Q: 3 clusters Score -912755.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -912756.250000 Penalty: 4483.970703
	Iteration 42Q: 3 clusters Score -912756.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -912759.000000 Penalty: 4483.970703
	Iteration 43Q: 3 clusters Score -912759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -912759.937500 Penalty: 4483.970703
	Iteration 44Q: 3 clusters Score -912759.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -912762.187500 Penalty: 4483.970703
	Iteration 45Q: 3 clusters Score -912762.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -912761.500000 Penalty: 4483.970703
	Iteration 46Q: 3 clusters Score -912761.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -912762.562500 Penalty: 4483.970703
	Iteration 47Q: 3 clusters Score -912762.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -912765.187500 Penalty: 4483.970703
	Iteration 48Q: 3 clusters Score -912765.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -912766.062500 Penalty: 4483.970703
	Iteration 49Q: 3 clusters Score -912766.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -912765.875000 Penalty: 4483.970703
	Iteration 50Q: 3 clusters Score -912765.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -912767.187500 Penalty: 4483.970703
	Iteration 51Q: 3 clusters Score -912767.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -912768.437500 Penalty: 4483.970703
	Iteration 52Q: 3 clusters Score -912768.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -912770.500000 Penalty: 4483.970703
	Iteration 53Q: 3 clusters Score -912770.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -912770.625000 Penalty: 4483.970703
	Iteration 54Q: 3 clusters Score -912770.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -912769.937500 Penalty: 4483.970703
	Iteration 55Q: 3 clusters Score -912769.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -912769.687500 Penalty: 4483.970703
	Iteration 56Q: 3 clusters Score -912769.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -912771.375000 Penalty: 4483.970703
	Iteration 57Q: 3 clusters Score -912771.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -912770.937500 Penalty: 4483.970703
	Iteration 58Q: 3 clusters Score -912770.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -912770.937500 Penalty: 4483.970703
	Iteration 59F: 3 clusters Score -912770.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Entering Unmasked Estep 
Score: -977692.250000 Penalty: 2306.104736
	Iteration 0F: 2 clusters Score -977692.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -969418.187500 Penalty: 4612.209473
	Iteration 0F: 3 clusters Score -969418.2 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -971977.062500 Penalty: 4612.209473
	Iteration 1F: 3 clusters Score -971977.1 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -972422.187500 Penalty: 4612.209473
	Iteration 2F: 3 clusters Score -972422.2 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -972736.687500 Penalty: 4612.209473
	Iteration 3F: 3 clusters Score -972736.7 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -972953.625000 Penalty: 4612.209473
	Iteration 4Q: 3 clusters Score -972953.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -973145.437500 Penalty: 4612.209473
	Iteration 5Q: 3 clusters Score -973145.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -973305.062500 Penalty: 4612.209473
	Iteration 6Q: 3 clusters Score -973305.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -973442.187500 Penalty: 4612.209473
	Iteration 7Q: 3 clusters Score -973442.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -973578.875000 Penalty: 4612.209473
	Iteration 8Q: 3 clusters Score -973578.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -973708.062500 Penalty: 4612.209473
	Iteration 9Q: 3 clusters Score -973708.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -973828.312500 Penalty: 4612.209473
	Iteration 10Q: 3 clusters Score -973828.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -973926.062500 Penalty: 4612.209473
	Iteration 11Q: 3 clusters Score -973926.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -974013.375000 Penalty: 4612.209473
	Iteration 12Q: 3 clusters Score -974013.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -974072.500000 Penalty: 4612.209473
	Iteration 13Q: 3 clusters Score -974072.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -974128.437500 Penalty: 4612.209473
	Iteration 14Q: 3 clusters Score -974128.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -974176.500000 Penalty: 4612.209473
	Iteration 15Q: 3 clusters Score -974176.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -974224.562500 Penalty: 4612.209473
	Iteration 16Q: 3 clusters Score -974224.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -974265.437500 Penalty: 4612.209473
	Iteration 17Q: 3 clusters Score -974265.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -974294.562500 Penalty: 4612.209473
	Iteration 18Q: 3 clusters Score -974294.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -974323.312500 Penalty: 4612.209473
	Iteration 19Q: 3 clusters Score -974323.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -974354.000000 Penalty: 4612.209473
	Iteration 20F: 3 clusters Score -974354 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -974385.625000 Penalty: 4612.209473
	Iteration 21Q: 3 clusters Score -974385.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -974420.437500 Penalty: 4612.209473
	Iteration 22Q: 3 clusters Score -974420.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -974457.187500 Penalty: 4612.209473
	Iteration 23Q: 3 clusters Score -974457.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -974486.000000 Penalty: 4612.209473
	Iteration 24Q: 3 clusters Score -974486 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -974509.437500 Penalty: 4612.209473
	Iteration 25Q: 3 clusters Score -974509.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -974532.125000 Penalty: 4612.209473
	Iteration 26Q: 3 clusters Score -974532.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -974552.250000 Penalty: 4612.209473
	Iteration 27Q: 3 clusters Score -974552.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -974576.687500 Penalty: 4612.209473
	Iteration 28Q: 3 clusters Score -974576.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -974593.000000 Penalty: 4612.209473
	Iteration 29Q: 3 clusters Score -974593 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -974605.187500 Penalty: 4612.209473
	Iteration 30Q: 3 clusters Score -974605.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -974623.062500 Penalty: 4612.209473
	Iteration 31Q: 3 clusters Score -974623.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -974637.500000 Penalty: 4612.209473
	Iteration 32Q: 3 clusters Score -974637.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -974654.000000 Penalty: 4612.209473
	Iteration 33Q: 3 clusters Score -974654 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -974669.750000 Penalty: 4612.209473
	Iteration 34Q: 3 clusters Score -974669.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -974679.250000 Penalty: 4612.209473
	Iteration 35Q: 3 clusters Score -974679.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -974696.750000 Penalty: 4612.209473
	Iteration 36Q: 3 clusters Score -974696.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -974715.500000 Penalty: 4612.209473
	Iteration 37Q: 3 clusters Score -974715.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -974731.125000 Penalty: 4612.209473
	Iteration 38Q: 3 clusters Score -974731.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -974745.812500 Penalty: 4612.209473
	Iteration 39Q: 3 clusters Score -974745.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -974756.187500 Penalty: 4612.209473
	Iteration 40F: 3 clusters Score -974756.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -974768.812500 Penalty: 4612.209473
	Iteration 41Q: 3 clusters Score -974768.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -974785.437500 Penalty: 4612.209473
	Iteration 42Q: 3 clusters Score -974785.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -974798.000000 Penalty: 4612.209473
	Iteration 43Q: 3 clusters Score -974798 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -974814.937500 Penalty: 4612.209473
	Iteration 44Q: 3 clusters Score -974814.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -974824.750000 Penalty: 4612.209473
	Iteration 45Q: 3 clusters Score -974824.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -974840.562500 Penalty: 4612.209473
	Iteration 46Q: 3 clusters Score -974840.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -974852.375000 Penalty: 4612.209473
	Iteration 47Q: 3 clusters Score -974852.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -974870.187500 Penalty: 4612.209473
	Iteration 48Q: 3 clusters Score -974870.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -974884.062500 Penalty: 4612.209473
	Iteration 49Q: 3 clusters Score -974884.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -974899.437500 Penalty: 4612.209473
	Iteration 50Q: 3 clusters Score -974899.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -974916.937500 Penalty: 4612.209473
	Iteration 51Q: 3 clusters Score -974916.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -974941.812500 Penalty: 4612.209473
	Iteration 52Q: 3 clusters Score -974941.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -974971.187500 Penalty: 4612.209473
	Iteration 53Q: 3 clusters Score -974971.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -974993.125000 Penalty: 4612.209473
	Iteration 54Q: 3 clusters Score -974993.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -975026.687500 Penalty: 4612.209473
	Iteration 55Q: 3 clusters Score -975026.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -975049.875000 Penalty: 4612.209473
	Iteration 56Q: 3 clusters Score -975049.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -975079.250000 Penalty: 4612.209473
	Iteration 57Q: 3 clusters Score -975079.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -975113.812500 Penalty: 4612.209473
	Iteration 58Q: 3 clusters Score -975113.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -975147.062500 Penalty: 4612.209473
	Iteration 59Q: 3 clusters Score -975147.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -975183.687500 Penalty: 4612.209473
	Iteration 60F: 3 clusters Score -975183.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -975223.437500 Penalty: 4612.209473
	Iteration 61Q: 3 clusters Score -975223.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -975263.937500 Penalty: 4612.209473
	Iteration 62Q: 3 clusters Score -975263.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -975313.000000 Penalty: 4612.209473
	Iteration 63Q: 3 clusters Score -975313 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -975369.500000 Penalty: 4612.209473
	Iteration 64Q: 3 clusters Score -975369.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -975411.625000 Penalty: 4612.209473
	Iteration 65Q: 3 clusters Score -975411.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -975443.125000 Penalty: 4612.209473
	Iteration 66Q: 3 clusters Score -975443.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -975466.562500 Penalty: 4612.209473
	Iteration 67Q: 3 clusters Score -975466.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -975478.562500 Penalty: 4612.209473
	Iteration 68Q: 3 clusters Score -975478.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -975493.750000 Penalty: 4612.209473
	Iteration 69Q: 3 clusters Score -975493.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -975510.312500 Penalty: 4612.209473
	Iteration 70Q: 3 clusters Score -975510.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -975529.062500 Penalty: 4612.209473
	Iteration 71Q: 3 clusters Score -975529.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -975542.812500 Penalty: 4612.209473
	Iteration 72Q: 3 clusters Score -975542.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -975552.125000 Penalty: 4612.209473
	Iteration 73Q: 3 clusters Score -975552.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -975561.000000 Penalty: 4612.209473
	Iteration 74Q: 3 clusters Score -975561 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -975568.750000 Penalty: 4612.209473
	Iteration 75Q: 3 clusters Score -975568.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -975580.187500 Penalty: 4612.209473
	Iteration 76Q: 3 clusters Score -975580.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -975585.812500 Penalty: 4612.209473
	Iteration 77Q: 3 clusters Score -975585.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -975597.437500 Penalty: 4612.209473
	Iteration 78Q: 3 clusters Score -975597.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -975602.312500 Penalty: 4612.209473
	Iteration 79Q: 3 clusters Score -975602.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -975609.125000 Penalty: 4612.209473
	Iteration 80F: 3 clusters Score -975609.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -975615.000000 Penalty: 4612.209473
	Iteration 81Q: 3 clusters Score -975615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -975620.437500 Penalty: 4612.209473
	Iteration 82Q: 3 clusters Score -975620.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -975623.875000 Penalty: 4612.209473
	Iteration 83Q: 3 clusters Score -975623.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -975625.062500 Penalty: 4612.209473
	Iteration 84Q: 3 clusters Score -975625.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -975622.750000 Penalty: 4612.209473
	Iteration 85Q: 3 clusters Score -975622.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -975624.437500 Penalty: 4612.209473
	Iteration 86Q: 3 clusters Score -975624.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -975627.250000 Penalty: 4612.209473
	Iteration 87Q: 3 clusters Score -975627.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -975627.937500 Penalty: 4612.209473
	Iteration 88Q: 3 clusters Score -975627.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -975628.125000 Penalty: 4612.209473
	Iteration 89Q: 3 clusters Score -975628.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -975628.687500 Penalty: 4612.209473
	Iteration 90Q: 3 clusters Score -975628.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -975630.875000 Penalty: 4612.209473
	Iteration 91Q: 3 clusters Score -975630.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -975634.125000 Penalty: 4612.209473
	Iteration 92Q: 3 clusters Score -975634.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -975637.125000 Penalty: 4612.209473
	Iteration 93Q: 3 clusters Score -975637.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -975639.937500 Penalty: 4612.209473
	Iteration 94Q: 3 clusters Score -975639.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -975641.312500 Penalty: 4612.209473
	Iteration 95Q: 3 clusters Score -975641.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -975640.312500 Penalty: 4612.209473
	Iteration 96Q: 3 clusters Score -975640.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -975642.750000 Penalty: 4612.209473
	Iteration 97Q: 3 clusters Score -975642.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -975642.375000 Penalty: 4612.209473
	Iteration 98Q: 3 clusters Score -975642.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -975646.750000 Penalty: 4612.209473
	Iteration 99Q: 3 clusters Score -975646.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -975648.500000 Penalty: 4612.209473
	Iteration 100F: 3 clusters Score -975648.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -975652.187500 Penalty: 4612.209473
	Iteration 101Q: 3 clusters Score -975652.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -975654.125000 Penalty: 4612.209473
	Iteration 102Q: 3 clusters Score -975654.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -975654.937500 Penalty: 4612.209473
	Iteration 103Q: 3 clusters Score -975654.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -975658.750000 Penalty: 4612.209473
	Iteration 104Q: 3 clusters Score -975658.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -975662.750000 Penalty: 4612.209473
	Iteration 105Q: 3 clusters Score -975662.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -975670.250000 Penalty: 4612.209473
	Iteration 106Q: 3 clusters Score -975670.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -975676.437500 Penalty: 4612.209473
	Iteration 107Q: 3 clusters Score -975676.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -975684.000000 Penalty: 4612.209473
	Iteration 108Q: 3 clusters Score -975684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -975694.375000 Penalty: 4612.209473
	Iteration 109Q: 3 clusters Score -975694.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -975704.937500 Penalty: 4612.209473
	Iteration 110Q: 3 clusters Score -975704.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -975716.875000 Penalty: 4612.209473
	Iteration 111Q: 3 clusters Score -975716.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -975728.375000 Penalty: 4612.209473
	Iteration 112Q: 3 clusters Score -975728.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -975743.437500 Penalty: 4612.209473
	Iteration 113Q: 3 clusters Score -975743.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -975762.750000 Penalty: 4612.209473
	Iteration 114Q: 3 clusters Score -975762.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -975778.312500 Penalty: 4612.209473
	Iteration 115Q: 3 clusters Score -975778.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -975796.125000 Penalty: 4612.209473
	Iteration 116Q: 3 clusters Score -975796.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -975813.062500 Penalty: 4612.209473
	Iteration 117Q: 3 clusters Score -975813.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -975823.187500 Penalty: 4612.209473
	Iteration 118Q: 3 clusters Score -975823.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -975837.937500 Penalty: 4612.209473
	Iteration 119Q: 3 clusters Score -975837.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -975844.375000 Penalty: 4612.209473
	Iteration 120F: 3 clusters Score -975844.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -975852.562500 Penalty: 4612.209473
	Iteration 121Q: 3 clusters Score -975852.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -975860.062500 Penalty: 4612.209473
	Iteration 122Q: 3 clusters Score -975860.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -975867.500000 Penalty: 4612.209473
	Iteration 123Q: 3 clusters Score -975867.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -975870.875000 Penalty: 4612.209473
	Iteration 124Q: 3 clusters Score -975870.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -975879.437500 Penalty: 4612.209473
	Iteration 125Q: 3 clusters Score -975879.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -975884.750000 Penalty: 4612.209473
	Iteration 126Q: 3 clusters Score -975884.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -975889.437500 Penalty: 4612.209473
	Iteration 127Q: 3 clusters Score -975889.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -975891.750000 Penalty: 4612.209473
	Iteration 128Q: 3 clusters Score -975891.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -975906.500000 Penalty: 4612.209473
	Iteration 129Q: 3 clusters Score -975906.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -975918.625000 Penalty: 4612.209473
	Iteration 130Q: 3 clusters Score -975918.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -975925.750000 Penalty: 4612.209473
	Iteration 131Q: 3 clusters Score -975925.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -975935.500000 Penalty: 4612.209473
	Iteration 132Q: 3 clusters Score -975935.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -975945.875000 Penalty: 4612.209473
	Iteration 133Q: 3 clusters Score -975945.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -975955.812500 Penalty: 4612.209473
	Iteration 134Q: 3 clusters Score -975955.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -975965.750000 Penalty: 4612.209473
	Iteration 135Q: 3 clusters Score -975965.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -975972.875000 Penalty: 4612.209473
	Iteration 136Q: 3 clusters Score -975972.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -975976.437500 Penalty: 4612.209473
	Iteration 137Q: 3 clusters Score -975976.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -975979.750000 Penalty: 4612.209473
	Iteration 138Q: 3 clusters Score -975979.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -975982.937500 Penalty: 4612.209473
	Iteration 139Q: 3 clusters Score -975982.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -975989.500000 Penalty: 4612.209473
	Iteration 140F: 3 clusters Score -975989.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -975995.062500 Penalty: 4612.209473
	Iteration 141Q: 3 clusters Score -975995.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -976000.625000 Penalty: 4612.209473
	Iteration 142Q: 3 clusters Score -976000.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -976005.437500 Penalty: 4612.209473
	Iteration 143Q: 3 clusters Score -976005.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -976013.437500 Penalty: 4612.209473
	Iteration 144Q: 3 clusters Score -976013.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -976020.625000 Penalty: 4612.209473
	Iteration 145Q: 3 clusters Score -976020.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -976026.750000 Penalty: 4612.209473
	Iteration 146Q: 3 clusters Score -976026.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -976039.687500 Penalty: 4612.209473
	Iteration 147Q: 3 clusters Score -976039.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -976045.125000 Penalty: 4612.209473
	Iteration 148Q: 3 clusters Score -976045.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -976047.625000 Penalty: 4612.209473
	Iteration 149Q: 3 clusters Score -976047.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -976053.500000 Penalty: 4612.209473
	Iteration 150Q: 3 clusters Score -976053.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -976057.062500 Penalty: 4612.209473
	Iteration 151Q: 3 clusters Score -976057.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -976060.625000 Penalty: 4612.209473
	Iteration 152Q: 3 clusters Score -976060.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -976065.187500 Penalty: 4612.209473
	Iteration 153Q: 3 clusters Score -976065.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -976068.937500 Penalty: 4612.209473
	Iteration 154Q: 3 clusters Score -976068.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -976072.250000 Penalty: 4612.209473
	Iteration 155Q: 3 clusters Score -976072.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -976078.125000 Penalty: 4612.209473
	Iteration 156Q: 3 clusters Score -976078.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -976081.062500 Penalty: 4612.209473
	Iteration 157Q: 3 clusters Score -976081.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -976085.625000 Penalty: 4612.209473
	Iteration 158Q: 3 clusters Score -976085.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -976091.375000 Penalty: 4612.209473
	Iteration 159Q: 3 clusters Score -976091.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -976097.125000 Penalty: 4612.209473
	Iteration 160F: 3 clusters Score -976097.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -976102.000000 Penalty: 4612.209473
	Iteration 161Q: 3 clusters Score -976102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -976104.562500 Penalty: 4612.209473
	Iteration 162Q: 3 clusters Score -976104.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -976109.375000 Penalty: 4612.209473
	Iteration 163Q: 3 clusters Score -976109.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -976110.062500 Penalty: 4612.209473
	Iteration 164Q: 3 clusters Score -976110.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -976111.937500 Penalty: 4612.209473
	Iteration 165Q: 3 clusters Score -976111.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -976114.750000 Penalty: 4612.209473
	Iteration 166Q: 3 clusters Score -976114.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -976115.562500 Penalty: 4612.209473
	Iteration 167Q: 3 clusters Score -976115.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -976115.562500 Penalty: 4612.209473
	Iteration 168F: 3 clusters Score -976115.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (89828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89828 members 
Entering Unmasked Estep 
Score: -9795457.000000 Penalty: 2828.601807
	Iteration 0F: 2 clusters Score -9795457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -9735449.000000 Penalty: 5657.203613
	Iteration 0F: 3 clusters Score -9735449 nChanged 42324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46371 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -9759575.000000 Penalty: 5657.203613
	Iteration 1F: 3 clusters Score -9759575 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -9760558.000000 Penalty: 5657.203613
	Iteration 2Q: 3 clusters Score -9760558 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48440 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -9761694.000000 Penalty: 5657.203613
	Iteration 3Q: 3 clusters Score -9761694 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50201 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -9762929.000000 Penalty: 5657.203613
	Iteration 4Q: 3 clusters Score -9762929 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52622 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -9764501.000000 Penalty: 5657.203613
	Iteration 5Q: 3 clusters Score -9764501 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55963 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -9766620.000000 Penalty: 5657.203613
	Iteration 6Q: 3 clusters Score -9766620 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60344 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -9769528.000000 Penalty: 5657.203613
	Iteration 7F: 3 clusters Score -9769528 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65728 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -9773449.000000 Penalty: 5657.203613
	Iteration 8F: 3 clusters Score -9773449 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71570 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -9778144.000000 Penalty: 5657.203613
	Iteration 9F: 3 clusters Score -9778144 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76964 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -9782559.000000 Penalty: 5657.203613
	Iteration 10F: 3 clusters Score -9782559 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81285 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -9786138.000000 Penalty: 5657.203613
	Iteration 11Q: 3 clusters Score -9786138 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84423 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -9788810.000000 Penalty: 5657.203613
	Iteration 12Q: 3 clusters Score -9788810 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86514 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -9790563.000000 Penalty: 5657.203613
	Iteration 13Q: 3 clusters Score -9790563 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87732 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -9791578.000000 Penalty: 5657.203613
	Iteration 14Q: 3 clusters Score -9791578 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88451 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -9792167.000000 Penalty: 5657.203613
	Iteration 15Q: 3 clusters Score -9792167 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88838 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -9792468.000000 Penalty: 5657.203613
	Iteration 16Q: 3 clusters Score -9792468 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89030 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -9792648.000000 Penalty: 5657.203613
	Iteration 17Q: 3 clusters Score -9792648 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89136 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -9792742.000000 Penalty: 5657.203613
	Iteration 18Q: 3 clusters Score -9792742 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89210 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -9792817.000000 Penalty: 5657.203613
	Iteration 19Q: 3 clusters Score -9792817 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89252 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9792851.000000 Penalty: 5657.203613
	Iteration 20F: 3 clusters Score -9792851 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89296 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -9792913.000000 Penalty: 5657.203613
	Iteration 21Q: 3 clusters Score -9792913 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89319 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9792923.000000 Penalty: 5657.203613
	Iteration 22Q: 3 clusters Score -9792923 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89335 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -9792949.000000 Penalty: 5657.203613
	Iteration 23Q: 3 clusters Score -9792949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89347 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -9792957.000000 Penalty: 5657.203613
	Iteration 24Q: 3 clusters Score -9792957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89358 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -9792966.000000 Penalty: 5657.203613
	Iteration 25Q: 3 clusters Score -9792966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89367 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -9792970.000000 Penalty: 5657.203613
	Iteration 26Q: 3 clusters Score -9792970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89373 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9792977.000000 Penalty: 5657.203613
	Iteration 27Q: 3 clusters Score -9792977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89377 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9792985.000000 Penalty: 5657.203613
	Iteration 28Q: 3 clusters Score -9792985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89380 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9792982.000000 Penalty: 5657.203613
	Iteration 29Q: 3 clusters Score -9792982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89383 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -9792982.000000 Penalty: 5657.203613
	Iteration 30Q: 3 clusters Score -9792982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89384 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9792995.000000 Penalty: 5657.203613
	Iteration 31Q: 3 clusters Score -9792995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89386 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9792990.000000 Penalty: 5657.203613
	Iteration 32Q: 3 clusters Score -9792990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89387 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9792993.000000 Penalty: 5657.203613
	Iteration 33Q: 3 clusters Score -9792993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89388 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -9792989.000000 Penalty: 5657.203613
	Iteration 34Q: 3 clusters Score -9792989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89389 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9792979.000000 Penalty: 5657.203613
	Iteration 35Q: 3 clusters Score -9792979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89389 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9792979.000000 Penalty: 5657.203613
	Iteration 36F: 3 clusters Score -9792979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Entering Unmasked Estep 
Score: -268259.437500 Penalty: 2008.915283
	Iteration 0F: 2 clusters Score -268259.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -264827.781250 Penalty: 4017.830566
	Iteration 0F: 3 clusters Score -264827.8 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -265673.156250 Penalty: 4017.830566
	Iteration 1F: 3 clusters Score -265673.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -265893.250000 Penalty: 4017.830566
	Iteration 2F: 3 clusters Score -265893.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -266022.781250 Penalty: 4017.830566
	Iteration 3F: 3 clusters Score -266022.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -266127.812500 Penalty: 4017.830566
	Iteration 4Q: 3 clusters Score -266127.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -266235.625000 Penalty: 4017.830566
	Iteration 5Q: 3 clusters Score -266235.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -266355.687500 Penalty: 4017.830566
	Iteration 6Q: 3 clusters Score -266355.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -266484.406250 Penalty: 4017.830566
	Iteration 7Q: 3 clusters Score -266484.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -266589.625000 Penalty: 4017.830566
	Iteration 8Q: 3 clusters Score -266589.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -266671.281250 Penalty: 4017.830566
	Iteration 9Q: 3 clusters Score -266671.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -266736.781250 Penalty: 4017.830566
	Iteration 10Q: 3 clusters Score -266736.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -266787.250000 Penalty: 4017.830566
	Iteration 11Q: 3 clusters Score -266787.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -266832.031250 Penalty: 4017.830566
	Iteration 12Q: 3 clusters Score -266832 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -266875.281250 Penalty: 4017.830566
	Iteration 13Q: 3 clusters Score -266875.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -266921.906250 Penalty: 4017.830566
	Iteration 14Q: 3 clusters Score -266921.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -266974.125000 Penalty: 4017.830566
	Iteration 15Q: 3 clusters Score -266974.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -267007.875000 Penalty: 4017.830566
	Iteration 16Q: 3 clusters Score -267007.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -267024.156250 Penalty: 4017.830566
	Iteration 17Q: 3 clusters Score -267024.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -267040.812500 Penalty: 4017.830566
	Iteration 18Q: 3 clusters Score -267040.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -267059.093750 Penalty: 4017.830566
	Iteration 19Q: 3 clusters Score -267059.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -267072.406250 Penalty: 4017.830566
	Iteration 20F: 3 clusters Score -267072.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -267086.718750 Penalty: 4017.830566
	Iteration 21Q: 3 clusters Score -267086.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -267093.843750 Penalty: 4017.830566
	Iteration 22Q: 3 clusters Score -267093.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -267102.031250 Penalty: 4017.830566
	Iteration 23Q: 3 clusters Score -267102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -267108.937500 Penalty: 4017.830566
	Iteration 24Q: 3 clusters Score -267108.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -267112.687500 Penalty: 4017.830566
	Iteration 25Q: 3 clusters Score -267112.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -267115.968750 Penalty: 4017.830566
	Iteration 26Q: 3 clusters Score -267116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -267117.281250 Penalty: 4017.830566
	Iteration 27Q: 3 clusters Score -267117.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -267117.875000 Penalty: 4017.830566
	Iteration 28Q: 3 clusters Score -267117.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -267117.875000 Penalty: 4017.830566
	Iteration 29F: 3 clusters Score -267117.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Entering Unmasked Estep 
Score: -909409.375000 Penalty: 2241.160889
	Iteration 0F: 2 clusters Score -909409.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -902695.312500 Penalty: 4482.321777
	Iteration 0F: 3 clusters Score -902695.3 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -904701.687500 Penalty: 4482.321777
	Iteration 1F: 3 clusters Score -904701.7 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -905050.500000 Penalty: 4482.321777
	Iteration 2F: 3 clusters Score -905050.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -905341.312500 Penalty: 4482.321777
	Iteration 3F: 3 clusters Score -905341.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -905585.437500 Penalty: 4482.321777
	Iteration 4Q: 3 clusters Score -905585.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -905784.625000 Penalty: 4482.321777
	Iteration 5Q: 3 clusters Score -905784.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -906011.375000 Penalty: 4482.321777
	Iteration 6Q: 3 clusters Score -906011.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -906264.562500 Penalty: 4482.321777
	Iteration 7Q: 3 clusters Score -906264.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -906528.187500 Penalty: 4482.321777
	Iteration 8Q: 3 clusters Score -906528.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -906772.312500 Penalty: 4482.321777
	Iteration 9Q: 3 clusters Score -906772.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -906967.625000 Penalty: 4482.321777
	Iteration 10Q: 3 clusters Score -906967.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -907140.312500 Penalty: 4482.321777
	Iteration 11Q: 3 clusters Score -907140.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -907272.187500 Penalty: 4482.321777
	Iteration 12Q: 3 clusters Score -907272.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -907370.812500 Penalty: 4482.321777
	Iteration 13Q: 3 clusters Score -907370.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -907424.625000 Penalty: 4482.321777
	Iteration 14Q: 3 clusters Score -907424.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -907460.687500 Penalty: 4482.321777
	Iteration 15Q: 3 clusters Score -907460.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -907492.937500 Penalty: 4482.321777
	Iteration 16Q: 3 clusters Score -907492.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -907518.937500 Penalty: 4482.321777
	Iteration 17Q: 3 clusters Score -907518.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -907540.375000 Penalty: 4482.321777
	Iteration 18Q: 3 clusters Score -907540.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -907561.875000 Penalty: 4482.321777
	Iteration 19Q: 3 clusters Score -907561.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -907574.625000 Penalty: 4482.321777
	Iteration 20F: 3 clusters Score -907574.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -907584.750000 Penalty: 4482.321777
	Iteration 21Q: 3 clusters Score -907584.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -907596.000000 Penalty: 4482.321777
	Iteration 22Q: 3 clusters Score -907596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -907602.875000 Penalty: 4482.321777
	Iteration 23Q: 3 clusters Score -907602.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -907613.937500 Penalty: 4482.321777
	Iteration 24Q: 3 clusters Score -907613.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -907624.000000 Penalty: 4482.321777
	Iteration 25Q: 3 clusters Score -907624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -907632.187500 Penalty: 4482.321777
	Iteration 26Q: 3 clusters Score -907632.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -907639.750000 Penalty: 4482.321777
	Iteration 27Q: 3 clusters Score -907639.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -907646.250000 Penalty: 4482.321777
	Iteration 28Q: 3 clusters Score -907646.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -907655.750000 Penalty: 4482.321777
	Iteration 29Q: 3 clusters Score -907655.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -907663.812500 Penalty: 4482.321777
	Iteration 30Q: 3 clusters Score -907663.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -907669.625000 Penalty: 4482.321777
	Iteration 31Q: 3 clusters Score -907669.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -907673.062500 Penalty: 4482.321777
	Iteration 32Q: 3 clusters Score -907673.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -907680.625000 Penalty: 4482.321777
	Iteration 33Q: 3 clusters Score -907680.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -907685.562500 Penalty: 4482.321777
	Iteration 34Q: 3 clusters Score -907685.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -907694.500000 Penalty: 4482.321777
	Iteration 35Q: 3 clusters Score -907694.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -907698.687500 Penalty: 4482.321777
	Iteration 36Q: 3 clusters Score -907698.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -907705.062500 Penalty: 4482.321777
	Iteration 37Q: 3 clusters Score -907705.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -907707.875000 Penalty: 4482.321777
	Iteration 38Q: 3 clusters Score -907707.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -907715.812500 Penalty: 4482.321777
	Iteration 39Q: 3 clusters Score -907715.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -907720.187500 Penalty: 4482.321777
	Iteration 40F: 3 clusters Score -907720.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -907728.937500 Penalty: 4482.321777
	Iteration 41Q: 3 clusters Score -907728.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -907733.125000 Penalty: 4482.321777
	Iteration 42Q: 3 clusters Score -907733.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -907743.875000 Penalty: 4482.321777
	Iteration 43Q: 3 clusters Score -907743.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -907757.812500 Penalty: 4482.321777
	Iteration 44Q: 3 clusters Score -907757.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -907766.687500 Penalty: 4482.321777
	Iteration 45Q: 3 clusters Score -907766.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -907772.250000 Penalty: 4482.321777
	Iteration 46Q: 3 clusters Score -907772.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -907779.937500 Penalty: 4482.321777
	Iteration 47Q: 3 clusters Score -907779.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -907792.750000 Penalty: 4482.321777
	Iteration 48Q: 3 clusters Score -907792.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -907801.875000 Penalty: 4482.321777
	Iteration 49Q: 3 clusters Score -907801.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -907814.562500 Penalty: 4482.321777
	Iteration 50Q: 3 clusters Score -907814.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -907828.312500 Penalty: 4482.321777
	Iteration 51Q: 3 clusters Score -907828.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -907846.875000 Penalty: 4482.321777
	Iteration 52Q: 3 clusters Score -907846.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -907863.687500 Penalty: 4482.321777
	Iteration 53Q: 3 clusters Score -907863.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -907879.062500 Penalty: 4482.321777
	Iteration 54Q: 3 clusters Score -907879.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -907897.750000 Penalty: 4482.321777
	Iteration 55Q: 3 clusters Score -907897.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -907929.937500 Penalty: 4482.321777
	Iteration 56Q: 3 clusters Score -907929.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -907960.125000 Penalty: 4482.321777
	Iteration 57Q: 3 clusters Score -907960.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -907998.625000 Penalty: 4482.321777
	Iteration 58Q: 3 clusters Score -907998.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -908032.750000 Penalty: 4482.321777
	Iteration 59Q: 3 clusters Score -908032.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -908078.937500 Penalty: 4482.321777
	Iteration 60F: 3 clusters Score -908078.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -908127.437500 Penalty: 4482.321777
	Iteration 61Q: 3 clusters Score -908127.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -908172.562500 Penalty: 4482.321777
	Iteration 62Q: 3 clusters Score -908172.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -908197.500000 Penalty: 4482.321777
	Iteration 63Q: 3 clusters Score -908197.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -908219.312500 Penalty: 4482.321777
	Iteration 64Q: 3 clusters Score -908219.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -908235.000000 Penalty: 4482.321777
	Iteration 65Q: 3 clusters Score -908235 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -908244.000000 Penalty: 4482.321777
	Iteration 66Q: 3 clusters Score -908244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -908248.375000 Penalty: 4482.321777
	Iteration 67Q: 3 clusters Score -908248.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -908252.250000 Penalty: 4482.321777
	Iteration 68Q: 3 clusters Score -908252.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -908255.812500 Penalty: 4482.321777
	Iteration 69Q: 3 clusters Score -908255.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -908259.625000 Penalty: 4482.321777
	Iteration 70Q: 3 clusters Score -908259.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -908264.937500 Penalty: 4482.321777
	Iteration 71Q: 3 clusters Score -908264.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -908265.937500 Penalty: 4482.321777
	Iteration 72Q: 3 clusters Score -908265.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -908267.875000 Penalty: 4482.321777
	Iteration 73Q: 3 clusters Score -908267.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -908268.875000 Penalty: 4482.321777
	Iteration 74Q: 3 clusters Score -908268.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -908268.875000 Penalty: 4482.321777
	Iteration 75F: 3 clusters Score -908268.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Entering Unmasked Estep 
Score: -1106624.750000 Penalty: 2290.868164
	Iteration 0F: 2 clusters Score -1106625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1098814.250000 Penalty: 4581.736328
	Iteration 0F: 3 clusters Score -1098814 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1100994.375000 Penalty: 4581.736328
	Iteration 1F: 3 clusters Score -1100994 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1101303.000000 Penalty: 4581.736328
	Iteration 2F: 3 clusters Score -1101303 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1101489.250000 Penalty: 4581.736328
	Iteration 3Q: 3 clusters Score -1101489 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1101634.000000 Penalty: 4581.736328
	Iteration 4Q: 3 clusters Score -1101634 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1101758.500000 Penalty: 4581.736328
	Iteration 5Q: 3 clusters Score -1101758 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1101864.500000 Penalty: 4581.736328
	Iteration 6Q: 3 clusters Score -1101864 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1101969.000000 Penalty: 4581.736328
	Iteration 7Q: 3 clusters Score -1101969 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1102076.625000 Penalty: 4581.736328
	Iteration 8Q: 3 clusters Score -1102077 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1102193.750000 Penalty: 4581.736328
	Iteration 9Q: 3 clusters Score -1102194 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1102321.625000 Penalty: 4581.736328
	Iteration 10Q: 3 clusters Score -1102322 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1102458.500000 Penalty: 4581.736328
	Iteration 11Q: 3 clusters Score -1102458 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1102608.125000 Penalty: 4581.736328
	Iteration 12Q: 3 clusters Score -1102608 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1102795.000000 Penalty: 4581.736328
	Iteration 13Q: 3 clusters Score -1102795 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1102978.000000 Penalty: 4581.736328
	Iteration 14Q: 3 clusters Score -1102978 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1103166.625000 Penalty: 4581.736328
	Iteration 15Q: 3 clusters Score -1103167 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1103374.500000 Penalty: 4581.736328
	Iteration 16Q: 3 clusters Score -1103374 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1103588.500000 Penalty: 4581.736328
	Iteration 17Q: 3 clusters Score -1103588 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1103800.500000 Penalty: 4581.736328
	Iteration 18Q: 3 clusters Score -1103800 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1103996.500000 Penalty: 4581.736328
	Iteration 19Q: 3 clusters Score -1103996 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1104162.375000 Penalty: 4581.736328
	Iteration 20F: 3 clusters Score -1104162 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1104301.375000 Penalty: 4581.736328
	Iteration 21Q: 3 clusters Score -1104301 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1104480.375000 Penalty: 4581.736328
	Iteration 22Q: 3 clusters Score -1104480 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1104643.250000 Penalty: 4581.736328
	Iteration 23Q: 3 clusters Score -1104643 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1104816.250000 Penalty: 4581.736328
	Iteration 24Q: 3 clusters Score -1104816 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1104990.250000 Penalty: 4581.736328
	Iteration 25Q: 3 clusters Score -1104990 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1105204.250000 Penalty: 4581.736328
	Iteration 26Q: 3 clusters Score -1105204 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1105534.125000 Penalty: 4581.736328
	Iteration 27Q: 3 clusters Score -1105534 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1105774.250000 Penalty: 4581.736328
	Iteration 28Q: 3 clusters Score -1105774 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1105911.000000 Penalty: 4581.736328
	Iteration 29Q: 3 clusters Score -1105911 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1105997.500000 Penalty: 4581.736328
	Iteration 30Q: 3 clusters Score -1105998 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1106044.500000 Penalty: 4581.736328
	Iteration 31Q: 3 clusters Score -1106044 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1106072.125000 Penalty: 4581.736328
	Iteration 32Q: 3 clusters Score -1106072 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1106093.250000 Penalty: 4581.736328
	Iteration 33Q: 3 clusters Score -1106093 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1106111.375000 Penalty: 4581.736328
	Iteration 34Q: 3 clusters Score -1106111 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1106119.500000 Penalty: 4581.736328
	Iteration 35Q: 3 clusters Score -1106120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1106126.625000 Penalty: 4581.736328
	Iteration 36Q: 3 clusters Score -1106127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1106128.500000 Penalty: 4581.736328
	Iteration 37Q: 3 clusters Score -1106128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1106134.125000 Penalty: 4581.736328
	Iteration 38Q: 3 clusters Score -1106134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1106137.000000 Penalty: 4581.736328
	Iteration 39Q: 3 clusters Score -1106137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1106138.625000 Penalty: 4581.736328
	Iteration 40F: 3 clusters Score -1106139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1106139.125000 Penalty: 4581.736328
	Iteration 41Q: 3 clusters Score -1106139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1106137.625000 Penalty: 4581.736328
	Iteration 42Q: 3 clusters Score -1106138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1106139.000000 Penalty: 4581.736328
	Iteration 43Q: 3 clusters Score -1106139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1106139.000000 Penalty: 4581.736328
	Iteration 44F: 3 clusters Score -1106139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -48283.894531 Penalty: 1554.265747
	Iteration 0F: 2 clusters Score -48283.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46752.355469 Penalty: 3108.531494
	Iteration 0F: 3 clusters Score -46752.36 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -47002.519531 Penalty: 3108.531494
	Iteration 1F: 3 clusters Score -47002.52 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47103.015625 Penalty: 3108.531494
	Iteration 2F: 3 clusters Score -47103.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -47161.730469 Penalty: 3108.531494
	Iteration 3Q: 3 clusters Score -47161.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -47195.410156 Penalty: 3108.531494
	Iteration 4Q: 3 clusters Score -47195.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47221.164062 Penalty: 3108.531494
	Iteration 5Q: 3 clusters Score -47221.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -47253.542969 Penalty: 3108.531494
	Iteration 6Q: 3 clusters Score -47253.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47296.109375 Penalty: 3108.531494
	Iteration 7Q: 3 clusters Score -47296.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47314.824219 Penalty: 3108.531494
	Iteration 8Q: 3 clusters Score -47314.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -47332.882812 Penalty: 3108.531494
	Iteration 9Q: 3 clusters Score -47332.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -47368.031250 Penalty: 3108.531494
	Iteration 10Q: 3 clusters Score -47368.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47420.085938 Penalty: 3108.531494
	Iteration 11Q: 3 clusters Score -47420.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -47465.753906 Penalty: 3108.531494
	Iteration 12Q: 3 clusters Score -47465.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -47492.183594 Penalty: 3108.531494
	Iteration 13Q: 3 clusters Score -47492.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -47571.175781 Penalty: 3108.531494
	Iteration 14Q: 3 clusters Score -47571.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -47580.843750 Penalty: 3108.531494
	Iteration 15Q: 3 clusters Score -47580.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47586.074219 Penalty: 3108.531494
	Iteration 16Q: 3 clusters Score -47586.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -47587.781250 Penalty: 3108.531494
	Iteration 17Q: 3 clusters Score -47587.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -47587.781250 Penalty: 3108.531494
	Iteration 18F: 3 clusters Score -47587.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -17615.912109 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -17615.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16453.371094 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -16453.37 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16576.107422 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -16576.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16635.753906 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -16635.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16655.015625 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -16655.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16661.179688 Penalty: 2765.670898
	Iteration 4Q: 3 clusters Score -16661.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16661.179688 Penalty: 2765.670898
	Iteration 5F: 3 clusters Score -16661.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -737084.500000 Penalty: 2185.695801
	Iteration 0F: 2 clusters Score -737084.5 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 3320 members 
Entering Unmasked Estep 
Score: -731465.750000 Penalty: 4371.391602
	Iteration 0F: 3 clusters Score -731465.8 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -733067.812500 Penalty: 4371.391602
	Iteration 1F: 3 clusters Score -733067.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -733491.812500 Penalty: 4371.391602
	Iteration 2F: 3 clusters Score -733491.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -733894.750000 Penalty: 4371.391602
	Iteration 3F: 3 clusters Score -733894.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -734386.187500 Penalty: 4371.391602
	Iteration 4F: 3 clusters Score -734386.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -734943.312500 Penalty: 4371.391602
	Iteration 5F: 3 clusters Score -734943.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -735461.000000 Penalty: 4371.391602
	Iteration 6F: 3 clusters Score -735461 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -735804.812500 Penalty: 4371.391602
	Iteration 7Q: 3 clusters Score -735804.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -736134.062500 Penalty: 4371.391602
	Iteration 8Q: 3 clusters Score -736134.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -736368.875000 Penalty: 4371.391602
	Iteration 9Q: 3 clusters Score -736368.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -736438.250000 Penalty: 4371.391602
	Iteration 10Q: 3 clusters Score -736438.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -736470.812500 Penalty: 4371.391602
	Iteration 11Q: 3 clusters Score -736470.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -736488.687500 Penalty: 4371.391602
	Iteration 12Q: 3 clusters Score -736488.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -736495.375000 Penalty: 4371.391602
	Iteration 13Q: 3 clusters Score -736495.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -736503.000000 Penalty: 4371.391602
	Iteration 14Q: 3 clusters Score -736503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -736505.125000 Penalty: 4371.391602
	Iteration 15Q: 3 clusters Score -736505.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -736507.562500 Penalty: 4371.391602
	Iteration 16Q: 3 clusters Score -736507.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -736508.625000 Penalty: 4371.391602
	Iteration 17Q: 3 clusters Score -736508.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -736510.500000 Penalty: 4371.391602
	Iteration 18Q: 3 clusters Score -736510.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -736509.437500 Penalty: 4371.391602
	Iteration 19Q: 3 clusters Score -736509.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -736511.750000 Penalty: 4371.391602
	Iteration 20F: 3 clusters Score -736511.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -736511.812500 Penalty: 4371.391602
	Iteration 21Q: 3 clusters Score -736511.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -736514.562500 Penalty: 4371.391602
	Iteration 22Q: 3 clusters Score -736514.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -736513.250000 Penalty: 4371.391602
	Iteration 23Q: 3 clusters Score -736513.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -736514.812500 Penalty: 4371.391602
	Iteration 24Q: 3 clusters Score -736514.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -736514.812500 Penalty: 4371.391602
	Iteration 25F: 3 clusters Score -736514.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (56020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56020 members 
Entering Unmasked Estep 
Score: -5558663.000000 Penalty: 2711.499023
	Iteration 0F: 2 clusters Score -5558663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -5520932.500000 Penalty: 5422.998047
	Iteration 0F: 3 clusters Score -5520932 nChanged 26096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -5535925.000000 Penalty: 5422.998047
	Iteration 1F: 3 clusters Score -5535925 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -5537366.000000 Penalty: 5422.998047
	Iteration 2F: 3 clusters Score -5537366 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -5538996.500000 Penalty: 5422.998047
	Iteration 3F: 3 clusters Score -5538996 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -5540696.500000 Penalty: 5422.998047
	Iteration 4F: 3 clusters Score -5540696 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -5542176.500000 Penalty: 5422.998047
	Iteration 5F: 3 clusters Score -5542176 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -5543442.000000 Penalty: 5422.998047
	Iteration 6F: 3 clusters Score -5543442 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -5544627.000000 Penalty: 5422.998047
	Iteration 7Q: 3 clusters Score -5544627 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -5545615.500000 Penalty: 5422.998047
	Iteration 8Q: 3 clusters Score -5545616 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -5546508.000000 Penalty: 5422.998047
	Iteration 9Q: 3 clusters Score -5546508 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -5547389.500000 Penalty: 5422.998047
	Iteration 10Q: 3 clusters Score -5547390 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -5548209.500000 Penalty: 5422.998047
	Iteration 11Q: 3 clusters Score -5548210 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -5548892.000000 Penalty: 5422.998047
	Iteration 12Q: 3 clusters Score -5548892 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -5549351.500000 Penalty: 5422.998047
	Iteration 13Q: 3 clusters Score -5549352 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -5549628.500000 Penalty: 5422.998047
	Iteration 14Q: 3 clusters Score -5549628 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -5549815.000000 Penalty: 5422.998047
	Iteration 15Q: 3 clusters Score -5549815 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -5549905.000000 Penalty: 5422.998047
	Iteration 16Q: 3 clusters Score -5549905 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -5550004.000000 Penalty: 5422.998047
	Iteration 17Q: 3 clusters Score -5550004 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -5550067.500000 Penalty: 5422.998047
	Iteration 18Q: 3 clusters Score -5550068 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -5550110.000000 Penalty: 5422.998047
	Iteration 19Q: 3 clusters Score -5550110 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -5550193.000000 Penalty: 5422.998047
	Iteration 20F: 3 clusters Score -5550193 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -5550275.500000 Penalty: 5422.998047
	Iteration 21Q: 3 clusters Score -5550276 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -5550296.500000 Penalty: 5422.998047
	Iteration 22Q: 3 clusters Score -5550296 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -5550355.000000 Penalty: 5422.998047
	Iteration 23Q: 3 clusters Score -5550355 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -5550406.000000 Penalty: 5422.998047
	Iteration 24Q: 3 clusters Score -5550406 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -5550485.000000 Penalty: 5422.998047
	Iteration 25Q: 3 clusters Score -5550485 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -5550577.000000 Penalty: 5422.998047
	Iteration 26Q: 3 clusters Score -5550577 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -5550641.500000 Penalty: 5422.998047
	Iteration 27Q: 3 clusters Score -5550642 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -5550738.000000 Penalty: 5422.998047
	Iteration 28Q: 3 clusters Score -5550738 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -5550826.000000 Penalty: 5422.998047
	Iteration 29Q: 3 clusters Score -5550826 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -5550885.500000 Penalty: 5422.998047
	Iteration 30Q: 3 clusters Score -5550886 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -5550977.000000 Penalty: 5422.998047
	Iteration 31Q: 3 clusters Score -5550977 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -5551047.000000 Penalty: 5422.998047
	Iteration 32Q: 3 clusters Score -5551047 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -5551151.000000 Penalty: 5422.998047
	Iteration 33Q: 3 clusters Score -5551151 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -5551229.000000 Penalty: 5422.998047
	Iteration 34Q: 3 clusters Score -5551229 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -5551294.500000 Penalty: 5422.998047
	Iteration 35Q: 3 clusters Score -5551294 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -5551378.000000 Penalty: 5422.998047
	Iteration 36Q: 3 clusters Score -5551378 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -5551473.000000 Penalty: 5422.998047
	Iteration 37Q: 3 clusters Score -5551473 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -5551567.000000 Penalty: 5422.998047
	Iteration 38Q: 3 clusters Score -5551567 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -5551639.000000 Penalty: 5422.998047
	Iteration 39Q: 3 clusters Score -5551639 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -5551759.500000 Penalty: 5422.998047
	Iteration 40F: 3 clusters Score -5551760 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -5551852.500000 Penalty: 5422.998047
	Iteration 41Q: 3 clusters Score -5551852 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -5551961.000000 Penalty: 5422.998047
	Iteration 42Q: 3 clusters Score -5551961 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -5552100.500000 Penalty: 5422.998047
	Iteration 43Q: 3 clusters Score -5552100 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -5552236.000000 Penalty: 5422.998047
	Iteration 44Q: 3 clusters Score -5552236 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -5552361.500000 Penalty: 5422.998047
	Iteration 45Q: 3 clusters Score -5552362 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -5552520.500000 Penalty: 5422.998047
	Iteration 46Q: 3 clusters Score -5552520 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43452 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -5552680.500000 Penalty: 5422.998047
	Iteration 47Q: 3 clusters Score -5552680 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44039 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -5552850.000000 Penalty: 5422.998047
	Iteration 48Q: 3 clusters Score -5552850 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -5553001.000000 Penalty: 5422.998047
	Iteration 49Q: 3 clusters Score -5553001 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45300 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -5553172.500000 Penalty: 5422.998047
	Iteration 50Q: 3 clusters Score -5553172 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -5553361.500000 Penalty: 5422.998047
	Iteration 51Q: 3 clusters Score -5553362 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -5553581.000000 Penalty: 5422.998047
	Iteration 52Q: 3 clusters Score -5553581 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -5553814.000000 Penalty: 5422.998047
	Iteration 53Q: 3 clusters Score -5553814 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47959 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -5554022.500000 Penalty: 5422.998047
	Iteration 54Q: 3 clusters Score -5554022 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -5554246.000000 Penalty: 5422.998047
	Iteration 55Q: 3 clusters Score -5554246 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -5554468.500000 Penalty: 5422.998047
	Iteration 56Q: 3 clusters Score -5554468 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49796 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -5554749.000000 Penalty: 5422.998047
	Iteration 57Q: 3 clusters Score -5554749 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50404 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -5555036.000000 Penalty: 5422.998047
	Iteration 58Q: 3 clusters Score -5555036 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50977 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -5555319.500000 Penalty: 5422.998047
	Iteration 59Q: 3 clusters Score -5555320 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51536 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -5555575.500000 Penalty: 5422.998047
	Iteration 60F: 3 clusters Score -5555576 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -5555844.500000 Penalty: 5422.998047
	Iteration 61Q: 3 clusters Score -5555844 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52449 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -5556096.000000 Penalty: 5422.998047
	Iteration 62Q: 3 clusters Score -5556096 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52839 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -5556308.500000 Penalty: 5422.998047
	Iteration 63Q: 3 clusters Score -5556308 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53139 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -5556499.000000 Penalty: 5422.998047
	Iteration 64Q: 3 clusters Score -5556499 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53404 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -5556630.500000 Penalty: 5422.998047
	Iteration 65Q: 3 clusters Score -5556630 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -5556729.500000 Penalty: 5422.998047
	Iteration 66Q: 3 clusters Score -5556730 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53750 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -5556821.000000 Penalty: 5422.998047
	Iteration 67Q: 3 clusters Score -5556821 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -5556868.500000 Penalty: 5422.998047
	Iteration 68Q: 3 clusters Score -5556868 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53943 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -5556906.000000 Penalty: 5422.998047
	Iteration 69Q: 3 clusters Score -5556906 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54005 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -5556932.500000 Penalty: 5422.998047
	Iteration 70Q: 3 clusters Score -5556932 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54059 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5556966.000000 Penalty: 5422.998047
	Iteration 71Q: 3 clusters Score -5556966 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54106 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5556980.000000 Penalty: 5422.998047
	Iteration 72Q: 3 clusters Score -5556980 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -5556985.500000 Penalty: 5422.998047
	Iteration 73Q: 3 clusters Score -5556986 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54181 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -5556998.500000 Penalty: 5422.998047
	Iteration 74Q: 3 clusters Score -5556998 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54222 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5557021.500000 Penalty: 5422.998047
	Iteration 75Q: 3 clusters Score -5557022 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54247 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -5557033.000000 Penalty: 5422.998047
	Iteration 76Q: 3 clusters Score -5557033 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54256 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -5557035.000000 Penalty: 5422.998047
	Iteration 77Q: 3 clusters Score -5557035 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5557036.000000 Penalty: 5422.998047
	Iteration 78Q: 3 clusters Score -5557036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54274 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5557045.500000 Penalty: 5422.998047
	Iteration 79Q: 3 clusters Score -5557046 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54288 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5557064.500000 Penalty: 5422.998047
	Iteration 80F: 3 clusters Score -5557064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54289 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -5557071.500000 Penalty: 5422.998047
	Iteration 81Q: 3 clusters Score -5557072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5557075.500000 Penalty: 5422.998047
	Iteration 82Q: 3 clusters Score -5557076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54299 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -5557061.000000 Penalty: 5422.998047
	Iteration 83Q: 3 clusters Score -5557061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54308 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -5557061.000000 Penalty: 5422.998047
	Iteration 84Q: 3 clusters Score -5557061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54313 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -5557068.000000 Penalty: 5422.998047
	Iteration 85Q: 3 clusters Score -5557068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54325 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5557072.000000 Penalty: 5422.998047
	Iteration 86Q: 3 clusters Score -5557072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54334 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -5557064.500000 Penalty: 5422.998047
	Iteration 87Q: 3 clusters Score -5557064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54344 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5557078.500000 Penalty: 5422.998047
	Iteration 88Q: 3 clusters Score -5557078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -5557072.000000 Penalty: 5422.998047
	Iteration 89Q: 3 clusters Score -5557072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -5557074.500000 Penalty: 5422.998047
	Iteration 90Q: 3 clusters Score -5557074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54353 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5557077.500000 Penalty: 5422.998047
	Iteration 91Q: 3 clusters Score -5557078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54352 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5557072.000000 Penalty: 5422.998047
	Iteration 92Q: 3 clusters Score -5557072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54354 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -5557076.500000 Penalty: 5422.998047
	Iteration 93Q: 3 clusters Score -5557076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54355 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5557073.500000 Penalty: 5422.998047
	Iteration 94Q: 3 clusters Score -5557074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54359 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5557075.000000 Penalty: 5422.998047
	Iteration 95Q: 3 clusters Score -5557075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54361 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -5557076.000000 Penalty: 5422.998047
	Iteration 96Q: 3 clusters Score -5557076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54363 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -5557081.500000 Penalty: 5422.998047
	Iteration 97Q: 3 clusters Score -5557082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -5557079.000000 Penalty: 5422.998047
	Iteration 98Q: 3 clusters Score -5557079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -5557077.500000 Penalty: 5422.998047
	Iteration 99Q: 3 clusters Score -5557078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54361 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -5557081.500000 Penalty: 5422.998047
	Iteration 100F: 3 clusters Score -5557082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -264639.031250 Penalty: 1960.823730
	Iteration 0F: 2 clusters Score -264639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -261570.890625 Penalty: 3921.647461
	Iteration 0F: 3 clusters Score -261570.9 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -262277.781250 Penalty: 3921.647461
	Iteration 1F: 3 clusters Score -262277.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -262442.218750 Penalty: 3921.647461
	Iteration 2F: 3 clusters Score -262442.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -262515.406250 Penalty: 3921.647461
	Iteration 3Q: 3 clusters Score -262515.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -262554.312500 Penalty: 3921.647461
	Iteration 4Q: 3 clusters Score -262554.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -262584.312500 Penalty: 3921.647461
	Iteration 5Q: 3 clusters Score -262584.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -262623.218750 Penalty: 3921.647461
	Iteration 6Q: 3 clusters Score -262623.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -262641.750000 Penalty: 3921.647461
	Iteration 7Q: 3 clusters Score -262641.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -262655.093750 Penalty: 3921.647461
	Iteration 8Q: 3 clusters Score -262655.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -262666.312500 Penalty: 3921.647461
	Iteration 9Q: 3 clusters Score -262666.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -262684.500000 Penalty: 3921.647461
	Iteration 10Q: 3 clusters Score -262684.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -262706.968750 Penalty: 3921.647461
	Iteration 11Q: 3 clusters Score -262707 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -262720.937500 Penalty: 3921.647461
	Iteration 12Q: 3 clusters Score -262720.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -262730.406250 Penalty: 3921.647461
	Iteration 13Q: 3 clusters Score -262730.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -262743.968750 Penalty: 3921.647461
	Iteration 14Q: 3 clusters Score -262744 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -262762.687500 Penalty: 3921.647461
	Iteration 15Q: 3 clusters Score -262762.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -262778.437500 Penalty: 3921.647461
	Iteration 16Q: 3 clusters Score -262778.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -262792.843750 Penalty: 3921.647461
	Iteration 17Q: 3 clusters Score -262792.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -262810.187500 Penalty: 3921.647461
	Iteration 18Q: 3 clusters Score -262810.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -262828.437500 Penalty: 3921.647461
	Iteration 19Q: 3 clusters Score -262828.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -262855.312500 Penalty: 3921.647461
	Iteration 20F: 3 clusters Score -262855.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -262876.531250 Penalty: 3921.647461
	Iteration 21Q: 3 clusters Score -262876.5 nChanged 40
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: -262906.281250 Penalty: 3921.647461
	Iteration 22Q: 3 clusters Score -262906.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -262924.031250 Penalty: 3921.647461
	Iteration 23Q: 3 clusters Score -262924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -262946.687500 Penalty: 3921.647461
	Iteration 24Q: 3 clusters Score -262946.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -262982.343750 Penalty: 3921.647461
	Iteration 25Q: 3 clusters Score -262982.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -263040.312500 Penalty: 3921.647461
	Iteration 26Q: 3 clusters Score -263040.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -263101.562500 Penalty: 3921.647461
	Iteration 27Q: 3 clusters Score -263101.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -263152.750000 Penalty: 3921.647461
	Iteration 28Q: 3 clusters Score -263152.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -263190.375000 Penalty: 3921.647461
	Iteration 29Q: 3 clusters Score -263190.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -263229.562500 Penalty: 3921.647461
	Iteration 30Q: 3 clusters Score -263229.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -263261.812500 Penalty: 3921.647461
	Iteration 31Q: 3 clusters Score -263261.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -263289.312500 Penalty: 3921.647461
	Iteration 32Q: 3 clusters Score -263289.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -263314.593750 Penalty: 3921.647461
	Iteration 33Q: 3 clusters Score -263314.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -263331.968750 Penalty: 3921.647461
	Iteration 34Q: 3 clusters Score -263332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -263353.250000 Penalty: 3921.647461
	Iteration 35Q: 3 clusters Score -263353.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -263374.312500 Penalty: 3921.647461
	Iteration 36Q: 3 clusters Score -263374.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -263387.093750 Penalty: 3921.647461
	Iteration 37Q: 3 clusters Score -263387.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -263398.062500 Penalty: 3921.647461
	Iteration 38Q: 3 clusters Score -263398.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -263410.718750 Penalty: 3921.647461
	Iteration 39Q: 3 clusters Score -263410.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -263427.312500 Penalty: 3921.647461
	Iteration 40F: 3 clusters Score -263427.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -263439.406250 Penalty: 3921.647461
	Iteration 41Q: 3 clusters Score -263439.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -263454.562500 Penalty: 3921.647461
	Iteration 42Q: 3 clusters Score -263454.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -263467.187500 Penalty: 3921.647461
	Iteration 43Q: 3 clusters Score -263467.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -263482.312500 Penalty: 3921.647461
	Iteration 44Q: 3 clusters Score -263482.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -263494.937500 Penalty: 3921.647461
	Iteration 45Q: 3 clusters Score -263494.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -263501.437500 Penalty: 3921.647461
	Iteration 46Q: 3 clusters Score -263501.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -263507.468750 Penalty: 3921.647461
	Iteration 47Q: 3 clusters Score -263507.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -263512.250000 Penalty: 3921.647461
	Iteration 48Q: 3 clusters Score -263512.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -263514.343750 Penalty: 3921.647461
	Iteration 49Q: 3 clusters Score -263514.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -263516.875000 Penalty: 3921.647461
	Iteration 50Q: 3 clusters Score -263516.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -263519.437500 Penalty: 3921.647461
	Iteration 51Q: 3 clusters Score -263519.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -263519.437500 Penalty: 3921.647461
	Iteration 52F: 3 clusters Score -263519.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Entering Unmasked Estep 
Score: -879049.812500 Penalty: 2263.323975
	Iteration 0F: 2 clusters Score -879049.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -871871.500000 Penalty: 4526.647949
	Iteration 0F: 3 clusters Score -871871.5 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -874036.687500 Penalty: 4526.647949
	Iteration 1F: 3 clusters Score -874036.7 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -874488.875000 Penalty: 4526.647949
	Iteration 2F: 3 clusters Score -874488.9 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -874867.625000 Penalty: 4526.647949
	Iteration 3F: 3 clusters Score -874867.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -875169.000000 Penalty: 4526.647949
	Iteration 4F: 3 clusters Score -875169 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -875469.562500 Penalty: 4526.647949
	Iteration 5F: 3 clusters Score -875469.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -875807.437500 Penalty: 4526.647949
	Iteration 6Q: 3 clusters Score -875807.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -876176.187500 Penalty: 4526.647949
	Iteration 7Q: 3 clusters Score -876176.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -876488.812500 Penalty: 4526.647949
	Iteration 8Q: 3 clusters Score -876488.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -876740.250000 Penalty: 4526.647949
	Iteration 9Q: 3 clusters Score -876740.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -876938.062500 Penalty: 4526.647949
	Iteration 10Q: 3 clusters Score -876938.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -877096.062500 Penalty: 4526.647949
	Iteration 11Q: 3 clusters Score -877096.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -877224.250000 Penalty: 4526.647949
	Iteration 12Q: 3 clusters Score -877224.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -877315.875000 Penalty: 4526.647949
	Iteration 13Q: 3 clusters Score -877315.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -877384.812500 Penalty: 4526.647949
	Iteration 14Q: 3 clusters Score -877384.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -877434.500000 Penalty: 4526.647949
	Iteration 15Q: 3 clusters Score -877434.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -877455.687500 Penalty: 4526.647949
	Iteration 16Q: 3 clusters Score -877455.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -877475.875000 Penalty: 4526.647949
	Iteration 17Q: 3 clusters Score -877475.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -877487.562500 Penalty: 4526.647949
	Iteration 18Q: 3 clusters Score -877487.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -877497.437500 Penalty: 4526.647949
	Iteration 19Q: 3 clusters Score -877497.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -877502.062500 Penalty: 4526.647949
	Iteration 20F: 3 clusters Score -877502.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -877503.750000 Penalty: 4526.647949
	Iteration 21Q: 3 clusters Score -877503.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -877506.687500 Penalty: 4526.647949
	Iteration 22Q: 3 clusters Score -877506.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -877506.625000 Penalty: 4526.647949
	Iteration 23Q: 3 clusters Score -877506.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -877508.750000 Penalty: 4526.647949
	Iteration 24Q: 3 clusters Score -877508.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -877509.437500 Penalty: 4526.647949
	Iteration 25Q: 3 clusters Score -877509.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -877510.000000 Penalty: 4526.647949
	Iteration 26Q: 3 clusters Score -877510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -877513.187500 Penalty: 4526.647949
	Iteration 27Q: 3 clusters Score -877513.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -877514.937500 Penalty: 4526.647949
	Iteration 28Q: 3 clusters Score -877514.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -877515.250000 Penalty: 4526.647949
	Iteration 29Q: 3 clusters Score -877515.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -877515.250000 Penalty: 4526.647949
	Iteration 30Q: 3 clusters Score -877515.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -877521.062500 Penalty: 4526.647949
	Iteration 31Q: 3 clusters Score -877521.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -877522.812500 Penalty: 4526.647949
	Iteration 32Q: 3 clusters Score -877522.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -877521.937500 Penalty: 4526.647949
	Iteration 33Q: 3 clusters Score -877521.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -877525.875000 Penalty: 4526.647949
	Iteration 34Q: 3 clusters Score -877525.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -877527.562500 Penalty: 4526.647949
	Iteration 35Q: 3 clusters Score -877527.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -877525.187500 Penalty: 4526.647949
	Iteration 36Q: 3 clusters Score -877525.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -877527.875000 Penalty: 4526.647949
	Iteration 37Q: 3 clusters Score -877527.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -877528.437500 Penalty: 4526.647949
	Iteration 38Q: 3 clusters Score -877528.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -877527.500000 Penalty: 4526.647949
	Iteration 39Q: 3 clusters Score -877527.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -877527.500000 Penalty: 4526.647949
	Iteration 40F: 3 clusters Score -877527.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -95443.148438 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -95443.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -93528.765625 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -93528.77 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -93839.492188 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -93839.49 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -93968.546875 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -93968.55 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -94044.476562 Penalty: 3399.759766
	Iteration 3Q: 3 clusters Score -94044.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -94091.632812 Penalty: 3399.759766
	Iteration 4Q: 3 clusters Score -94091.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -94155.898438 Penalty: 3399.759766
	Iteration 5Q: 3 clusters Score -94155.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -94190.718750 Penalty: 3399.759766
	Iteration 6Q: 3 clusters Score -94190.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -94214.273438 Penalty: 3399.759766
	Iteration 7Q: 3 clusters Score -94214.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -94224.632812 Penalty: 3399.759766
	Iteration 8Q: 3 clusters Score -94224.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -94234.843750 Penalty: 3399.759766
	Iteration 9Q: 3 clusters Score -94234.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -94243.312500 Penalty: 3399.759766
	Iteration 10Q: 3 clusters Score -94243.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -94246.906250 Penalty: 3399.759766
	Iteration 11Q: 3 clusters Score -94246.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -94248.789062 Penalty: 3399.759766
	Iteration 12Q: 3 clusters Score -94248.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -94257.984375 Penalty: 3399.759766
	Iteration 13Q: 3 clusters Score -94257.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -94262.039062 Penalty: 3399.759766
	Iteration 14Q: 3 clusters Score -94262.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -94267.820312 Penalty: 3399.759766
	Iteration 15Q: 3 clusters Score -94267.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -94272.765625 Penalty: 3399.759766
	Iteration 16Q: 3 clusters Score -94272.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -94279.585938 Penalty: 3399.759766
	Iteration 17Q: 3 clusters Score -94279.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -94284.617188 Penalty: 3399.759766
	Iteration 18Q: 3 clusters Score -94284.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -94288.226562 Penalty: 3399.759766
	Iteration 19Q: 3 clusters Score -94288.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -94289.953125 Penalty: 3399.759766
	Iteration 20F: 3 clusters Score -94289.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -94291.710938 Penalty: 3399.759766
	Iteration 21Q: 3 clusters Score -94291.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -94293.835938 Penalty: 3399.759766
	Iteration 22Q: 3 clusters Score -94293.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -94295.109375 Penalty: 3399.759766
	Iteration 23Q: 3 clusters Score -94295.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -94295.109375 Penalty: 3399.759766
	Iteration 24F: 3 clusters Score -94295.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (41124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Entering Unmasked Estep 
Score: -4439696.500000 Penalty: 2634.837891
	Iteration 0F: 2 clusters Score -4439696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -4411885.000000 Penalty: 5269.675781
	Iteration 0F: 3 clusters Score -4411885 nChanged 18799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -4422466.000000 Penalty: 5269.675781
	Iteration 1F: 3 clusters Score -4422466 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -4423495.500000 Penalty: 5269.675781
	Iteration 2F: 3 clusters Score -4423496 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -4425013.500000 Penalty: 5269.675781
	Iteration 3F: 3 clusters Score -4425014 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -4427190.500000 Penalty: 5269.675781
	Iteration 4F: 3 clusters Score -4427190 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -4429827.500000 Penalty: 5269.675781
	Iteration 5F: 3 clusters Score -4429828 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -4432290.500000 Penalty: 5269.675781
	Iteration 6F: 3 clusters Score -4432290 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -4434157.000000 Penalty: 5269.675781
	Iteration 7F: 3 clusters Score -4434157 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -4435507.000000 Penalty: 5269.675781
	Iteration 8Q: 3 clusters Score -4435507 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -4436494.000000 Penalty: 5269.675781
	Iteration 9Q: 3 clusters Score -4436494 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -4437145.500000 Penalty: 5269.675781
	Iteration 10Q: 3 clusters Score -4437146 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -4437489.500000 Penalty: 5269.675781
	Iteration 11Q: 3 clusters Score -4437490 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -4437723.500000 Penalty: 5269.675781
	Iteration 12Q: 3 clusters Score -4437724 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -4437861.000000 Penalty: 5269.675781
	Iteration 13Q: 3 clusters Score -4437861 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -4437959.000000 Penalty: 5269.675781
	Iteration 14Q: 3 clusters Score -4437959 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -4438055.500000 Penalty: 5269.675781
	Iteration 15Q: 3 clusters Score -4438056 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -4438154.500000 Penalty: 5269.675781
	Iteration 16Q: 3 clusters Score -4438154 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -4438205.500000 Penalty: 5269.675781
	Iteration 17Q: 3 clusters Score -4438206 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -4438247.500000 Penalty: 5269.675781
	Iteration 18Q: 3 clusters Score -4438248 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -4438297.500000 Penalty: 5269.675781
	Iteration 19Q: 3 clusters Score -4438298 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -4438347.500000 Penalty: 5269.675781
	Iteration 20F: 3 clusters Score -4438348 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -4438387.500000 Penalty: 5269.675781
	Iteration 21Q: 3 clusters Score -4438388 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -4438438.500000 Penalty: 5269.675781
	Iteration 22Q: 3 clusters Score -4438438 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -4438486.000000 Penalty: 5269.675781
	Iteration 23Q: 3 clusters Score -4438486 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -4438517.000000 Penalty: 5269.675781
	Iteration 24Q: 3 clusters Score -4438517 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -4438548.500000 Penalty: 5269.675781
	Iteration 25Q: 3 clusters Score -4438548 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -4438575.500000 Penalty: 5269.675781
	Iteration 26Q: 3 clusters Score -4438576 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -4438601.500000 Penalty: 5269.675781
	Iteration 27Q: 3 clusters Score -4438602 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -4438624.500000 Penalty: 5269.675781
	Iteration 28Q: 3 clusters Score -4438624 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -4438646.000000 Penalty: 5269.675781
	Iteration 29Q: 3 clusters Score -4438646 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -4438670.000000 Penalty: 5269.675781
	Iteration 30Q: 3 clusters Score -4438670 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -4438696.500000 Penalty: 5269.675781
	Iteration 31Q: 3 clusters Score -4438696 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -4438728.000000 Penalty: 5269.675781
	Iteration 32Q: 3 clusters Score -4438728 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -4438751.000000 Penalty: 5269.675781
	Iteration 33Q: 3 clusters Score -4438751 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -4438767.000000 Penalty: 5269.675781
	Iteration 34Q: 3 clusters Score -4438767 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -4438795.000000 Penalty: 5269.675781
	Iteration 35Q: 3 clusters Score -4438795 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -4438808.000000 Penalty: 5269.675781
	Iteration 36Q: 3 clusters Score -4438808 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -4438818.000000 Penalty: 5269.675781
	Iteration 37Q: 3 clusters Score -4438818 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -4438820.500000 Penalty: 5269.675781
	Iteration 38Q: 3 clusters Score -4438820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -4438847.000000 Penalty: 5269.675781
	Iteration 39Q: 3 clusters Score -4438847 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -4438849.000000 Penalty: 5269.675781
	Iteration 40F: 3 clusters Score -4438849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -4438851.000000 Penalty: 5269.675781
	Iteration 41Q: 3 clusters Score -4438851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -4438857.500000 Penalty: 5269.675781
	Iteration 42Q: 3 clusters Score -4438858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -4438855.000000 Penalty: 5269.675781
	Iteration 43Q: 3 clusters Score -4438855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -4438855.500000 Penalty: 5269.675781
	Iteration 44Q: 3 clusters Score -4438856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -4438860.500000 Penalty: 5269.675781
	Iteration 45Q: 3 clusters Score -4438860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -4438859.500000 Penalty: 5269.675781
	Iteration 46Q: 3 clusters Score -4438860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -4438865.500000 Penalty: 5269.675781
	Iteration 47Q: 3 clusters Score -4438866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -4438868.000000 Penalty: 5269.675781
	Iteration 48Q: 3 clusters Score -4438868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -4438868.000000 Penalty: 5269.675781
	Iteration 49F: 3 clusters Score -4438868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Entering Unmasked Estep 
Score: -3098201.000000 Penalty: 2541.767334
	Iteration 0F: 2 clusters Score -3098201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -3078789.000000 Penalty: 5083.534668
	Iteration 0F: 3 clusters Score -3078789 nChanged 12670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -3085735.750000 Penalty: 5083.534668
	Iteration 1F: 3 clusters Score -3085736 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -3086484.250000 Penalty: 5083.534668
	Iteration 2F: 3 clusters Score -3086484 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -3087262.250000 Penalty: 5083.534668
	Iteration 3F: 3 clusters Score -3087262 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -3088236.250000 Penalty: 5083.534668
	Iteration 4F: 3 clusters Score -3088236 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -3089389.000000 Penalty: 5083.534668
	Iteration 5F: 3 clusters Score -3089389 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -3090585.250000 Penalty: 5083.534668
	Iteration 6F: 3 clusters Score -3090585 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -3091686.250000 Penalty: 5083.534668
	Iteration 7F: 3 clusters Score -3091686 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -3092661.000000 Penalty: 5083.534668
	Iteration 8F: 3 clusters Score -3092661 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -3093489.250000 Penalty: 5083.534668
	Iteration 9Q: 3 clusters Score -3093489 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -3094112.500000 Penalty: 5083.534668
	Iteration 10Q: 3 clusters Score -3094112 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -3094583.500000 Penalty: 5083.534668
	Iteration 11Q: 3 clusters Score -3094584 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3094958.250000 Penalty: 5083.534668
	Iteration 12Q: 3 clusters Score -3094958 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3095240.000000 Penalty: 5083.534668
	Iteration 13Q: 3 clusters Score -3095240 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3095448.500000 Penalty: 5083.534668
	Iteration 14Q: 3 clusters Score -3095448 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3095583.750000 Penalty: 5083.534668
	Iteration 15Q: 3 clusters Score -3095584 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3095714.250000 Penalty: 5083.534668
	Iteration 16Q: 3 clusters Score -3095714 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3095803.000000 Penalty: 5083.534668
	Iteration 17Q: 3 clusters Score -3095803 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3095864.000000 Penalty: 5083.534668
	Iteration 18Q: 3 clusters Score -3095864 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3095893.500000 Penalty: 5083.534668
	Iteration 19Q: 3 clusters Score -3095894 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3095919.000000 Penalty: 5083.534668
	Iteration 20F: 3 clusters Score -3095919 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3095934.250000 Penalty: 5083.534668
	Iteration 21Q: 3 clusters Score -3095934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3095953.250000 Penalty: 5083.534668
	Iteration 22Q: 3 clusters Score -3095953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3095975.750000 Penalty: 5083.534668
	Iteration 23Q: 3 clusters Score -3095976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3095986.250000 Penalty: 5083.534668
	Iteration 24Q: 3 clusters Score -3095986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3095988.500000 Penalty: 5083.534668
	Iteration 25Q: 3 clusters Score -3095988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3095992.000000 Penalty: 5083.534668
	Iteration 26Q: 3 clusters Score -3095992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3095994.000000 Penalty: 5083.534668
	Iteration 27Q: 3 clusters Score -3095994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3096000.750000 Penalty: 5083.534668
	Iteration 28Q: 3 clusters Score -3096001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3096009.750000 Penalty: 5083.534668
	Iteration 29Q: 3 clusters Score -3096010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3096015.500000 Penalty: 5083.534668
	Iteration 30Q: 3 clusters Score -3096016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3096014.500000 Penalty: 5083.534668
	Iteration 31Q: 3 clusters Score -3096014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3096015.250000 Penalty: 5083.534668
	Iteration 32Q: 3 clusters Score -3096015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3096021.000000 Penalty: 5083.534668
	Iteration 33Q: 3 clusters Score -3096021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3096021.250000 Penalty: 5083.534668
	Iteration 34Q: 3 clusters Score -3096021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3096028.000000 Penalty: 5083.534668
	Iteration 35Q: 3 clusters Score -3096028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3096032.250000 Penalty: 5083.534668
	Iteration 36Q: 3 clusters Score -3096032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3096032.750000 Penalty: 5083.534668
	Iteration 37Q: 3 clusters Score -3096033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3096032.500000 Penalty: 5083.534668
	Iteration 38Q: 3 clusters Score -3096032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3096032.500000 Penalty: 5083.534668
	Iteration 39F: 3 clusters Score -3096032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Entering Unmasked Estep 
Score: -1345419.625000 Penalty: 2364.077148
	Iteration 0F: 2 clusters Score -1345420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1335302.500000 Penalty: 4728.154297
	Iteration 0F: 3 clusters Score -1335302 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1338452.875000 Penalty: 4728.154297
	Iteration 1F: 3 clusters Score -1338453 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1338818.500000 Penalty: 4728.154297
	Iteration 2F: 3 clusters Score -1338818 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1339123.875000 Penalty: 4728.154297
	Iteration 3F: 3 clusters Score -1339124 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1339415.750000 Penalty: 4728.154297
	Iteration 4Q: 3 clusters Score -1339416 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1339713.250000 Penalty: 4728.154297
	Iteration 5Q: 3 clusters Score -1339713 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1340004.875000 Penalty: 4728.154297
	Iteration 6Q: 3 clusters Score -1340005 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1340275.500000 Penalty: 4728.154297
	Iteration 7Q: 3 clusters Score -1340276 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1340563.750000 Penalty: 4728.154297
	Iteration 8Q: 3 clusters Score -1340564 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1340850.000000 Penalty: 4728.154297
	Iteration 9Q: 3 clusters Score -1340850 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1341148.500000 Penalty: 4728.154297
	Iteration 10Q: 3 clusters Score -1341148 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1341465.750000 Penalty: 4728.154297
	Iteration 11Q: 3 clusters Score -1341466 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1341776.000000 Penalty: 4728.154297
	Iteration 12Q: 3 clusters Score -1341776 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1342049.625000 Penalty: 4728.154297
	Iteration 13Q: 3 clusters Score -1342050 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1342273.125000 Penalty: 4728.154297
	Iteration 14Q: 3 clusters Score -1342273 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1342459.625000 Penalty: 4728.154297
	Iteration 15Q: 3 clusters Score -1342460 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1342649.625000 Penalty: 4728.154297
	Iteration 16Q: 3 clusters Score -1342650 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1342816.375000 Penalty: 4728.154297
	Iteration 17Q: 3 clusters Score -1342816 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1342957.125000 Penalty: 4728.154297
	Iteration 18Q: 3 clusters Score -1342957 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1343073.250000 Penalty: 4728.154297
	Iteration 19Q: 3 clusters Score -1343073 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1343178.750000 Penalty: 4728.154297
	Iteration 20F: 3 clusters Score -1343179 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1343273.250000 Penalty: 4728.154297
	Iteration 21Q: 3 clusters Score -1343273 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1343324.375000 Penalty: 4728.154297
	Iteration 22Q: 3 clusters Score -1343324 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1343364.125000 Penalty: 4728.154297
	Iteration 23Q: 3 clusters Score -1343364 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1343396.375000 Penalty: 4728.154297
	Iteration 24Q: 3 clusters Score -1343396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1343417.125000 Penalty: 4728.154297
	Iteration 25Q: 3 clusters Score -1343417 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1343437.375000 Penalty: 4728.154297
	Iteration 26Q: 3 clusters Score -1343437 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1343453.750000 Penalty: 4728.154297
	Iteration 27Q: 3 clusters Score -1343454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1343461.625000 Penalty: 4728.154297
	Iteration 28Q: 3 clusters Score -1343462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1343473.000000 Penalty: 4728.154297
	Iteration 29Q: 3 clusters Score -1343473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1343488.000000 Penalty: 4728.154297
	Iteration 30Q: 3 clusters Score -1343488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1343493.000000 Penalty: 4728.154297
	Iteration 31Q: 3 clusters Score -1343493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1343500.250000 Penalty: 4728.154297
	Iteration 32Q: 3 clusters Score -1343500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1343505.500000 Penalty: 4728.154297
	Iteration 33Q: 3 clusters Score -1343506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1343510.000000 Penalty: 4728.154297
	Iteration 34Q: 3 clusters Score -1343510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1343510.500000 Penalty: 4728.154297
	Iteration 35Q: 3 clusters Score -1343510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1343510.625000 Penalty: 4728.154297
	Iteration 36Q: 3 clusters Score -1343511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1343511.125000 Penalty: 4728.154297
	Iteration 37Q: 3 clusters Score -1343511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1343510.750000 Penalty: 4728.154297
	Iteration 38Q: 3 clusters Score -1343511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1343510.750000 Penalty: 4728.154297
	Iteration 39F: 3 clusters Score -1343511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Entering Unmasked Estep 
Score: -1328739.000000 Penalty: 2359.836426
	Iteration 0F: 2 clusters Score -1328739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1318803.375000 Penalty: 4719.672852
	Iteration 0F: 3 clusters Score -1318803 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1322011.625000 Penalty: 4719.672852
	Iteration 1F: 3 clusters Score -1322012 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1322431.500000 Penalty: 4719.672852
	Iteration 2F: 3 clusters Score -1322432 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1322792.000000 Penalty: 4719.672852
	Iteration 3F: 3 clusters Score -1322792 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1323111.250000 Penalty: 4719.672852
	Iteration 4Q: 3 clusters Score -1323111 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1323431.625000 Penalty: 4719.672852
	Iteration 5Q: 3 clusters Score -1323432 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1323740.250000 Penalty: 4719.672852
	Iteration 6Q: 3 clusters Score -1323740 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1324057.375000 Penalty: 4719.672852
	Iteration 7Q: 3 clusters Score -1324057 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1324420.875000 Penalty: 4719.672852
	Iteration 8Q: 3 clusters Score -1324421 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1324815.750000 Penalty: 4719.672852
	Iteration 9Q: 3 clusters Score -1324816 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1325180.250000 Penalty: 4719.672852
	Iteration 10Q: 3 clusters Score -1325180 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1325496.375000 Penalty: 4719.672852
	Iteration 11Q: 3 clusters Score -1325496 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1325725.500000 Penalty: 4719.672852
	Iteration 12Q: 3 clusters Score -1325726 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1325902.250000 Penalty: 4719.672852
	Iteration 13Q: 3 clusters Score -1325902 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1326048.375000 Penalty: 4719.672852
	Iteration 14Q: 3 clusters Score -1326048 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1326147.250000 Penalty: 4719.672852
	Iteration 15Q: 3 clusters Score -1326147 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1326230.375000 Penalty: 4719.672852
	Iteration 16Q: 3 clusters Score -1326230 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1326312.250000 Penalty: 4719.672852
	Iteration 17Q: 3 clusters Score -1326312 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1326372.500000 Penalty: 4719.672852
	Iteration 18Q: 3 clusters Score -1326372 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1326412.000000 Penalty: 4719.672852
	Iteration 19Q: 3 clusters Score -1326412 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1326455.375000 Penalty: 4719.672852
	Iteration 20F: 3 clusters Score -1326455 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1326480.000000 Penalty: 4719.672852
	Iteration 21Q: 3 clusters Score -1326480 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1326500.000000 Penalty: 4719.672852
	Iteration 22Q: 3 clusters Score -1326500 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1326517.000000 Penalty: 4719.672852
	Iteration 23Q: 3 clusters Score -1326517 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1326538.125000 Penalty: 4719.672852
	Iteration 24Q: 3 clusters Score -1326538 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1326563.375000 Penalty: 4719.672852
	Iteration 25Q: 3 clusters Score -1326563 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1326589.000000 Penalty: 4719.672852
	Iteration 26Q: 3 clusters Score -1326589 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1326615.375000 Penalty: 4719.672852
	Iteration 27Q: 3 clusters Score -1326615 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1326635.875000 Penalty: 4719.672852
	Iteration 28Q: 3 clusters Score -1326636 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1326649.875000 Penalty: 4719.672852
	Iteration 29Q: 3 clusters Score -1326650 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1326676.375000 Penalty: 4719.672852
	Iteration 30Q: 3 clusters Score -1326676 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1326694.000000 Penalty: 4719.672852
	Iteration 31Q: 3 clusters Score -1326694 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1326708.750000 Penalty: 4719.672852
	Iteration 32Q: 3 clusters Score -1326709 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1326723.500000 Penalty: 4719.672852
	Iteration 33Q: 3 clusters Score -1326724 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1326748.875000 Penalty: 4719.672852
	Iteration 34Q: 3 clusters Score -1326749 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1326764.625000 Penalty: 4719.672852
	Iteration 35Q: 3 clusters Score -1326765 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1326777.250000 Penalty: 4719.672852
	Iteration 36Q: 3 clusters Score -1326777 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1326789.875000 Penalty: 4719.672852
	Iteration 37Q: 3 clusters Score -1326790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1326801.125000 Penalty: 4719.672852
	Iteration 38Q: 3 clusters Score -1326801 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1326814.625000 Penalty: 4719.672852
	Iteration 39Q: 3 clusters Score -1326815 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1326817.375000 Penalty: 4719.672852
	Iteration 40F: 3 clusters Score -1326817 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1326831.625000 Penalty: 4719.672852
	Iteration 41Q: 3 clusters Score -1326832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1326836.625000 Penalty: 4719.672852
	Iteration 42Q: 3 clusters Score -1326837 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1326846.250000 Penalty: 4719.672852
	Iteration 43Q: 3 clusters Score -1326846 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1326854.000000 Penalty: 4719.672852
	Iteration 44Q: 3 clusters Score -1326854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1326861.875000 Penalty: 4719.672852
	Iteration 45Q: 3 clusters Score -1326862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1326864.375000 Penalty: 4719.672852
	Iteration 46Q: 3 clusters Score -1326864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1326867.750000 Penalty: 4719.672852
	Iteration 47Q: 3 clusters Score -1326868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1326873.250000 Penalty: 4719.672852
	Iteration 48Q: 3 clusters Score -1326873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1326879.625000 Penalty: 4719.672852
	Iteration 49Q: 3 clusters Score -1326880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1326890.750000 Penalty: 4719.672852
	Iteration 50Q: 3 clusters Score -1326891 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1326904.250000 Penalty: 4719.672852
	Iteration 51Q: 3 clusters Score -1326904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1326908.125000 Penalty: 4719.672852
	Iteration 52Q: 3 clusters Score -1326908 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1326920.375000 Penalty: 4719.672852
	Iteration 53Q: 3 clusters Score -1326920 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1326933.125000 Penalty: 4719.672852
	Iteration 54Q: 3 clusters Score -1326933 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1326940.500000 Penalty: 4719.672852
	Iteration 55Q: 3 clusters Score -1326940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1326953.750000 Penalty: 4719.672852
	Iteration 56Q: 3 clusters Score -1326954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1326961.625000 Penalty: 4719.672852
	Iteration 57Q: 3 clusters Score -1326962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1326969.125000 Penalty: 4719.672852
	Iteration 58Q: 3 clusters Score -1326969 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1326978.625000 Penalty: 4719.672852
	Iteration 59Q: 3 clusters Score -1326979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1326985.125000 Penalty: 4719.672852
	Iteration 60F: 3 clusters Score -1326985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1326990.375000 Penalty: 4719.672852
	Iteration 61Q: 3 clusters Score -1326990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1326998.000000 Penalty: 4719.672852
	Iteration 62Q: 3 clusters Score -1326998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1327001.625000 Penalty: 4719.672852
	Iteration 63Q: 3 clusters Score -1327002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1327011.125000 Penalty: 4719.672852
	Iteration 64Q: 3 clusters Score -1327011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1327016.125000 Penalty: 4719.672852
	Iteration 65Q: 3 clusters Score -1327016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1327019.250000 Penalty: 4719.672852
	Iteration 66Q: 3 clusters Score -1327019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1327023.500000 Penalty: 4719.672852
	Iteration 67Q: 3 clusters Score -1327024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1327030.375000 Penalty: 4719.672852
	Iteration 68Q: 3 clusters Score -1327030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1327037.875000 Penalty: 4719.672852
	Iteration 69Q: 3 clusters Score -1327038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1327043.500000 Penalty: 4719.672852
	Iteration 70Q: 3 clusters Score -1327044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1327048.125000 Penalty: 4719.672852
	Iteration 71Q: 3 clusters Score -1327048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1327052.375000 Penalty: 4719.672852
	Iteration 72Q: 3 clusters Score -1327052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1327053.875000 Penalty: 4719.672852
	Iteration 73Q: 3 clusters Score -1327054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1327057.875000 Penalty: 4719.672852
	Iteration 74Q: 3 clusters Score -1327058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1327067.125000 Penalty: 4719.672852
	Iteration 75Q: 3 clusters Score -1327067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1327067.250000 Penalty: 4719.672852
	Iteration 76Q: 3 clusters Score -1327067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1327068.500000 Penalty: 4719.672852
	Iteration 77Q: 3 clusters Score -1327068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1327072.875000 Penalty: 4719.672852
	Iteration 78Q: 3 clusters Score -1327073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1327077.250000 Penalty: 4719.672852
	Iteration 79Q: 3 clusters Score -1327077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1327076.500000 Penalty: 4719.672852
	Iteration 80F: 3 clusters Score -1327076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1327082.250000 Penalty: 4719.672852
	Iteration 81Q: 3 clusters Score -1327082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1327085.375000 Penalty: 4719.672852
	Iteration 82Q: 3 clusters Score -1327085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1327089.125000 Penalty: 4719.672852
	Iteration 83Q: 3 clusters Score -1327089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1327092.000000 Penalty: 4719.672852
	Iteration 84Q: 3 clusters Score -1327092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1327091.875000 Penalty: 4719.672852
	Iteration 85Q: 3 clusters Score -1327092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1327094.250000 Penalty: 4719.672852
	Iteration 86Q: 3 clusters Score -1327094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1327094.750000 Penalty: 4719.672852
	Iteration 87Q: 3 clusters Score -1327095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1327097.375000 Penalty: 4719.672852
	Iteration 88Q: 3 clusters Score -1327097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1327093.375000 Penalty: 4719.672852
	Iteration 89Q: 3 clusters Score -1327093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1327095.875000 Penalty: 4719.672852
	Iteration 90Q: 3 clusters Score -1327096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1327097.375000 Penalty: 4719.672852
	Iteration 91Q: 3 clusters Score -1327097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1327099.375000 Penalty: 4719.672852
	Iteration 92Q: 3 clusters Score -1327099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1327098.625000 Penalty: 4719.672852
	Iteration 93Q: 3 clusters Score -1327099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1327100.000000 Penalty: 4719.672852
	Iteration 94Q: 3 clusters Score -1327100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1327103.250000 Penalty: 4719.672852
	Iteration 95Q: 3 clusters Score -1327103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1327103.500000 Penalty: 4719.672852
	Iteration 96Q: 3 clusters Score -1327104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1327107.000000 Penalty: 4719.672852
	Iteration 97Q: 3 clusters Score -1327107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1327106.125000 Penalty: 4719.672852
	Iteration 98Q: 3 clusters Score -1327106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1327107.000000 Penalty: 4719.672852
	Iteration 99Q: 3 clusters Score -1327107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1327105.250000 Penalty: 4719.672852
	Iteration 100F: 3 clusters Score -1327105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1327105.875000 Penalty: 4719.672852
	Iteration 101Q: 3 clusters Score -1327106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1327105.875000 Penalty: 4719.672852
	Iteration 102F: 3 clusters Score -1327106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -1120494.000000 Penalty: 2297.935791
	Iteration 0F: 2 clusters Score -1120494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1112584.750000 Penalty: 4595.871582
	Iteration 0F: 3 clusters Score -1112585 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1115253.375000 Penalty: 4595.871582
	Iteration 1F: 3 clusters Score -1115253 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1115913.125000 Penalty: 4595.871582
	Iteration 2F: 3 clusters Score -1115913 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1116613.875000 Penalty: 4595.871582
	Iteration 3F: 3 clusters Score -1116614 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1117230.500000 Penalty: 4595.871582
	Iteration 4F: 3 clusters Score -1117230 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1117706.875000 Penalty: 4595.871582
	Iteration 5F: 3 clusters Score -1117707 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1118025.125000 Penalty: 4595.871582
	Iteration 6Q: 3 clusters Score -1118025 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1118258.000000 Penalty: 4595.871582
	Iteration 7Q: 3 clusters Score -1118258 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1118416.625000 Penalty: 4595.871582
	Iteration 8Q: 3 clusters Score -1118417 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1118527.375000 Penalty: 4595.871582
	Iteration 9Q: 3 clusters Score -1118527 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1118622.125000 Penalty: 4595.871582
	Iteration 10Q: 3 clusters Score -1118622 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1118694.875000 Penalty: 4595.871582
	Iteration 11Q: 3 clusters Score -1118695 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1118764.750000 Penalty: 4595.871582
	Iteration 12Q: 3 clusters Score -1118765 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1118821.375000 Penalty: 4595.871582
	Iteration 13Q: 3 clusters Score -1118821 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1118875.375000 Penalty: 4595.871582
	Iteration 14Q: 3 clusters Score -1118875 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1118933.875000 Penalty: 4595.871582
	Iteration 15Q: 3 clusters Score -1118934 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1118980.875000 Penalty: 4595.871582
	Iteration 16Q: 3 clusters Score -1118981 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1119023.125000 Penalty: 4595.871582
	Iteration 17Q: 3 clusters Score -1119023 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1119069.875000 Penalty: 4595.871582
	Iteration 18Q: 3 clusters Score -1119070 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1119100.375000 Penalty: 4595.871582
	Iteration 19Q: 3 clusters Score -1119100 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1119129.250000 Penalty: 4595.871582
	Iteration 20F: 3 clusters Score -1119129 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1119152.625000 Penalty: 4595.871582
	Iteration 21Q: 3 clusters Score -1119153 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1119172.625000 Penalty: 4595.871582
	Iteration 22Q: 3 clusters Score -1119173 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1119188.250000 Penalty: 4595.871582
	Iteration 23Q: 3 clusters Score -1119188 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1119207.500000 Penalty: 4595.871582
	Iteration 24Q: 3 clusters Score -1119208 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1119222.625000 Penalty: 4595.871582
	Iteration 25Q: 3 clusters Score -1119223 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1119240.625000 Penalty: 4595.871582
	Iteration 26Q: 3 clusters Score -1119241 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1119261.625000 Penalty: 4595.871582
	Iteration 27Q: 3 clusters Score -1119262 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1119278.375000 Penalty: 4595.871582
	Iteration 28Q: 3 clusters Score -1119278 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1119292.500000 Penalty: 4595.871582
	Iteration 29Q: 3 clusters Score -1119292 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1119327.500000 Penalty: 4595.871582
	Iteration 30Q: 3 clusters Score -1119328 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1119374.500000 Penalty: 4595.871582
	Iteration 31Q: 3 clusters Score -1119374 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1119447.500000 Penalty: 4595.871582
	Iteration 32Q: 3 clusters Score -1119448 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1119554.500000 Penalty: 4595.871582
	Iteration 33Q: 3 clusters Score -1119554 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1119673.125000 Penalty: 4595.871582
	Iteration 34Q: 3 clusters Score -1119673 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1119782.625000 Penalty: 4595.871582
	Iteration 35Q: 3 clusters Score -1119783 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1119882.000000 Penalty: 4595.871582
	Iteration 36Q: 3 clusters Score -1119882 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1119970.500000 Penalty: 4595.871582
	Iteration 37Q: 3 clusters Score -1119970 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1120045.250000 Penalty: 4595.871582
	Iteration 38Q: 3 clusters Score -1120045 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1120101.250000 Penalty: 4595.871582
	Iteration 39Q: 3 clusters Score -1120101 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1120134.125000 Penalty: 4595.871582
	Iteration 40F: 3 clusters Score -1120134 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1120159.000000 Penalty: 4595.871582
	Iteration 41Q: 3 clusters Score -1120159 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1120177.500000 Penalty: 4595.871582
	Iteration 42Q: 3 clusters Score -1120178 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1120190.875000 Penalty: 4595.871582
	Iteration 43Q: 3 clusters Score -1120191 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1120197.250000 Penalty: 4595.871582
	Iteration 44Q: 3 clusters Score -1120197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1120205.250000 Penalty: 4595.871582
	Iteration 45Q: 3 clusters Score -1120205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1120209.250000 Penalty: 4595.871582
	Iteration 46Q: 3 clusters Score -1120209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1120213.125000 Penalty: 4595.871582
	Iteration 47Q: 3 clusters Score -1120213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1120217.000000 Penalty: 4595.871582
	Iteration 48Q: 3 clusters Score -1120217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1120221.125000 Penalty: 4595.871582
	Iteration 49Q: 3 clusters Score -1120221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1120225.000000 Penalty: 4595.871582
	Iteration 50Q: 3 clusters Score -1120225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1120227.500000 Penalty: 4595.871582
	Iteration 51Q: 3 clusters Score -1120228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1120229.125000 Penalty: 4595.871582
	Iteration 52Q: 3 clusters Score -1120229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1120231.750000 Penalty: 4595.871582
	Iteration 53Q: 3 clusters Score -1120232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1120236.750000 Penalty: 4595.871582
	Iteration 54Q: 3 clusters Score -1120237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1120237.500000 Penalty: 4595.871582
	Iteration 55Q: 3 clusters Score -1120238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1120239.625000 Penalty: 4595.871582
	Iteration 56Q: 3 clusters Score -1120240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1120243.125000 Penalty: 4595.871582
	Iteration 57Q: 3 clusters Score -1120243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1120242.500000 Penalty: 4595.871582
	Iteration 58Q: 3 clusters Score -1120242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1120244.500000 Penalty: 4595.871582
	Iteration 59Q: 3 clusters Score -1120244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1120245.125000 Penalty: 4595.871582
	Iteration 60F: 3 clusters Score -1120245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1120245.500000 Penalty: 4595.871582
	Iteration 61Q: 3 clusters Score -1120246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1120244.625000 Penalty: 4595.871582
	Iteration 62Q: 3 clusters Score -1120245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1120243.125000 Penalty: 4595.871582
	Iteration 63Q: 3 clusters Score -1120243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1120244.875000 Penalty: 4595.871582
	Iteration 64Q: 3 clusters Score -1120245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1120244.875000 Penalty: 4595.871582
	Iteration 65F: 3 clusters Score -1120245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (13445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Entering Unmasked Estep 
Score: -964844.062500 Penalty: 2357.578125
	Iteration 0F: 2 clusters Score -964844.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -955054.437500 Penalty: 4715.156250
	Iteration 0F: 3 clusters Score -955054.4 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -958211.687500 Penalty: 4715.156250
	Iteration 1F: 3 clusters Score -958211.7 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -958773.062500 Penalty: 4715.156250
	Iteration 2F: 3 clusters Score -958773.1 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -959290.375000 Penalty: 4715.156250
	Iteration 3F: 3 clusters Score -959290.4 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -959852.937500 Penalty: 4715.156250
	Iteration 4F: 3 clusters Score -959852.9 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -960403.000000 Penalty: 4715.156250
	Iteration 5F: 3 clusters Score -960403 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -960953.187500 Penalty: 4715.156250
	Iteration 6F: 3 clusters Score -960953.2 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -961397.187500 Penalty: 4715.156250
	Iteration 7F: 3 clusters Score -961397.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -961736.062500 Penalty: 4715.156250
	Iteration 8Q: 3 clusters Score -961736.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -962034.250000 Penalty: 4715.156250
	Iteration 9Q: 3 clusters Score -962034.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -962294.437500 Penalty: 4715.156250
	Iteration 10Q: 3 clusters Score -962294.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -962533.250000 Penalty: 4715.156250
	Iteration 11Q: 3 clusters Score -962533.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -962761.812500 Penalty: 4715.156250
	Iteration 12Q: 3 clusters Score -962761.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -962990.125000 Penalty: 4715.156250
	Iteration 13Q: 3 clusters Score -962990.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -963163.687500 Penalty: 4715.156250
	Iteration 14Q: 3 clusters Score -963163.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -963286.250000 Penalty: 4715.156250
	Iteration 15Q: 3 clusters Score -963286.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -963362.562500 Penalty: 4715.156250
	Iteration 16Q: 3 clusters Score -963362.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -963419.312500 Penalty: 4715.156250
	Iteration 17Q: 3 clusters Score -963419.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -963467.750000 Penalty: 4715.156250
	Iteration 18Q: 3 clusters Score -963467.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -963497.625000 Penalty: 4715.156250
	Iteration 19Q: 3 clusters Score -963497.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -963514.687500 Penalty: 4715.156250
	Iteration 20F: 3 clusters Score -963514.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -963525.750000 Penalty: 4715.156250
	Iteration 21Q: 3 clusters Score -963525.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -963539.750000 Penalty: 4715.156250
	Iteration 22Q: 3 clusters Score -963539.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -963549.812500 Penalty: 4715.156250
	Iteration 23Q: 3 clusters Score -963549.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -963566.125000 Penalty: 4715.156250
	Iteration 24Q: 3 clusters Score -963566.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -963577.937500 Penalty: 4715.156250
	Iteration 25Q: 3 clusters Score -963577.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -963588.312500 Penalty: 4715.156250
	Iteration 26Q: 3 clusters Score -963588.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -963600.125000 Penalty: 4715.156250
	Iteration 27Q: 3 clusters Score -963600.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -963607.875000 Penalty: 4715.156250
	Iteration 28Q: 3 clusters Score -963607.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -963613.000000 Penalty: 4715.156250
	Iteration 29Q: 3 clusters Score -963613 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -963618.062500 Penalty: 4715.156250
	Iteration 30Q: 3 clusters Score -963618.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -963621.125000 Penalty: 4715.156250
	Iteration 31Q: 3 clusters Score -963621.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -963621.562500 Penalty: 4715.156250
	Iteration 32Q: 3 clusters Score -963621.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -963624.375000 Penalty: 4715.156250
	Iteration 33Q: 3 clusters Score -963624.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -963626.750000 Penalty: 4715.156250
	Iteration 34Q: 3 clusters Score -963626.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -963629.937500 Penalty: 4715.156250
	Iteration 35Q: 3 clusters Score -963629.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -963630.750000 Penalty: 4715.156250
	Iteration 36Q: 3 clusters Score -963630.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -963632.750000 Penalty: 4715.156250
	Iteration 37Q: 3 clusters Score -963632.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -963631.750000 Penalty: 4715.156250
	Iteration 38Q: 3 clusters Score -963631.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -963632.812500 Penalty: 4715.156250
	Iteration 39Q: 3 clusters Score -963632.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -963639.250000 Penalty: 4715.156250
	Iteration 40F: 3 clusters Score -963639.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -963639.312500 Penalty: 4715.156250
	Iteration 41Q: 3 clusters Score -963639.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -963642.812500 Penalty: 4715.156250
	Iteration 42Q: 3 clusters Score -963642.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -963644.125000 Penalty: 4715.156250
	Iteration 43Q: 3 clusters Score -963644.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -963646.312500 Penalty: 4715.156250
	Iteration 44Q: 3 clusters Score -963646.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -963648.437500 Penalty: 4715.156250
	Iteration 45Q: 3 clusters Score -963648.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -963647.562500 Penalty: 4715.156250
	Iteration 46Q: 3 clusters Score -963647.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -963648.125000 Penalty: 4715.156250
	Iteration 47Q: 3 clusters Score -963648.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -963647.875000 Penalty: 4715.156250
	Iteration 48Q: 3 clusters Score -963647.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -963648.062500 Penalty: 4715.156250
	Iteration 49Q: 3 clusters Score -963648.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -963650.187500 Penalty: 4715.156250
	Iteration 50Q: 3 clusters Score -963650.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -963648.687500 Penalty: 4715.156250
	Iteration 51Q: 3 clusters Score -963648.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -963651.812500 Penalty: 4715.156250
	Iteration 52Q: 3 clusters Score -963651.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -963650.500000 Penalty: 4715.156250
	Iteration 53Q: 3 clusters Score -963650.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -963650.250000 Penalty: 4715.156250
	Iteration 54Q: 3 clusters Score -963650.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -963651.687500 Penalty: 4715.156250
	Iteration 55Q: 3 clusters Score -963651.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -963651.312500 Penalty: 4715.156250
	Iteration 56Q: 3 clusters Score -963651.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -963651.375000 Penalty: 4715.156250
	Iteration 57Q: 3 clusters Score -963651.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -963651.000000 Penalty: 4715.156250
	Iteration 58Q: 3 clusters Score -963651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -963651.812500 Penalty: 4715.156250
	Iteration 59Q: 3 clusters Score -963651.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -963651.125000 Penalty: 4715.156250
	Iteration 60F: 3 clusters Score -963651.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -963650.875000 Penalty: 4715.156250
	Iteration 61Q: 3 clusters Score -963650.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -963652.062500 Penalty: 4715.156250
	Iteration 62Q: 3 clusters Score -963652.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -963650.875000 Penalty: 4715.156250
	Iteration 63Q: 3 clusters Score -963650.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -963651.250000 Penalty: 4715.156250
	Iteration 64Q: 3 clusters Score -963651.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -963651.250000 Penalty: 4715.156250
	Iteration 65F: 3 clusters Score -963651.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (16919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Entering Unmasked Estep 
Score: -1649957.125000 Penalty: 2414.575684
	Iteration 0F: 2 clusters Score -1649957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1637853.750000 Penalty: 4829.151367
	Iteration 0F: 3 clusters Score -1637854 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1642020.125000 Penalty: 4829.151367
	Iteration 1F: 3 clusters Score -1642020 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1642662.875000 Penalty: 4829.151367
	Iteration 2F: 3 clusters Score -1642663 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1643379.375000 Penalty: 4829.151367
	Iteration 3F: 3 clusters Score -1643379 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1644082.125000 Penalty: 4829.151367
	Iteration 4F: 3 clusters Score -1644082 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1644736.250000 Penalty: 4829.151367
	Iteration 5F: 3 clusters Score -1644736 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1645324.500000 Penalty: 4829.151367
	Iteration 6F: 3 clusters Score -1645324 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1645816.750000 Penalty: 4829.151367
	Iteration 7Q: 3 clusters Score -1645817 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1646255.000000 Penalty: 4829.151367
	Iteration 8Q: 3 clusters Score -1646255 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1646591.125000 Penalty: 4829.151367
	Iteration 9Q: 3 clusters Score -1646591 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1646866.000000 Penalty: 4829.151367
	Iteration 10Q: 3 clusters Score -1646866 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1647075.125000 Penalty: 4829.151367
	Iteration 11Q: 3 clusters Score -1647075 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1647244.250000 Penalty: 4829.151367
	Iteration 12Q: 3 clusters Score -1647244 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1647365.000000 Penalty: 4829.151367
	Iteration 13Q: 3 clusters Score -1647365 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1647502.500000 Penalty: 4829.151367
	Iteration 14Q: 3 clusters Score -1647502 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1647662.250000 Penalty: 4829.151367
	Iteration 15Q: 3 clusters Score -1647662 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1647785.250000 Penalty: 4829.151367
	Iteration 16Q: 3 clusters Score -1647785 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1647879.375000 Penalty: 4829.151367
	Iteration 17Q: 3 clusters Score -1647879 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1647950.625000 Penalty: 4829.151367
	Iteration 18Q: 3 clusters Score -1647951 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1648011.750000 Penalty: 4829.151367
	Iteration 19Q: 3 clusters Score -1648012 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1648066.000000 Penalty: 4829.151367
	Iteration 20F: 3 clusters Score -1648066 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1648107.125000 Penalty: 4829.151367
	Iteration 21Q: 3 clusters Score -1648107 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1648136.750000 Penalty: 4829.151367
	Iteration 22Q: 3 clusters Score -1648137 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1648170.375000 Penalty: 4829.151367
	Iteration 23Q: 3 clusters Score -1648170 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1648188.000000 Penalty: 4829.151367
	Iteration 24Q: 3 clusters Score -1648188 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1648204.125000 Penalty: 4829.151367
	Iteration 25Q: 3 clusters Score -1648204 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1648221.500000 Penalty: 4829.151367
	Iteration 26Q: 3 clusters Score -1648222 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1648233.250000 Penalty: 4829.151367
	Iteration 27Q: 3 clusters Score -1648233 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1648251.625000 Penalty: 4829.151367
	Iteration 28Q: 3 clusters Score -1648252 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1648261.875000 Penalty: 4829.151367
	Iteration 29Q: 3 clusters Score -1648262 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1648273.125000 Penalty: 4829.151367
	Iteration 30Q: 3 clusters Score -1648273 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1648277.750000 Penalty: 4829.151367
	Iteration 31Q: 3 clusters Score -1648278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1648283.375000 Penalty: 4829.151367
	Iteration 32Q: 3 clusters Score -1648283 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1648293.125000 Penalty: 4829.151367
	Iteration 33Q: 3 clusters Score -1648293 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1648297.250000 Penalty: 4829.151367
	Iteration 34Q: 3 clusters Score -1648297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1648300.500000 Penalty: 4829.151367
	Iteration 35Q: 3 clusters Score -1648300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1648304.625000 Penalty: 4829.151367
	Iteration 36Q: 3 clusters Score -1648305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1648310.375000 Penalty: 4829.151367
	Iteration 37Q: 3 clusters Score -1648310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1648314.625000 Penalty: 4829.151367
	Iteration 38Q: 3 clusters Score -1648315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1648311.750000 Penalty: 4829.151367
	Iteration 39Q: 3 clusters Score -1648312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1648315.375000 Penalty: 4829.151367
	Iteration 40F: 3 clusters Score -1648315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1648319.500000 Penalty: 4829.151367
	Iteration 41Q: 3 clusters Score -1648320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1648329.625000 Penalty: 4829.151367
	Iteration 42Q: 3 clusters Score -1648330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1648331.375000 Penalty: 4829.151367
	Iteration 43Q: 3 clusters Score -1648331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1648333.375000 Penalty: 4829.151367
	Iteration 44Q: 3 clusters Score -1648333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1648338.750000 Penalty: 4829.151367
	Iteration 45Q: 3 clusters Score -1648339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1648341.750000 Penalty: 4829.151367
	Iteration 46Q: 3 clusters Score -1648342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1648343.000000 Penalty: 4829.151367
	Iteration 47Q: 3 clusters Score -1648343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1648344.250000 Penalty: 4829.151367
	Iteration 48Q: 3 clusters Score -1648344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1648346.875000 Penalty: 4829.151367
	Iteration 49Q: 3 clusters Score -1648347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1648351.875000 Penalty: 4829.151367
	Iteration 50Q: 3 clusters Score -1648352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1648354.375000 Penalty: 4829.151367
	Iteration 51Q: 3 clusters Score -1648354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1648356.500000 Penalty: 4829.151367
	Iteration 52Q: 3 clusters Score -1648356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1648356.750000 Penalty: 4829.151367
	Iteration 53Q: 3 clusters Score -1648357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1648365.500000 Penalty: 4829.151367
	Iteration 54Q: 3 clusters Score -1648366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1648365.250000 Penalty: 4829.151367
	Iteration 55Q: 3 clusters Score -1648365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1648365.625000 Penalty: 4829.151367
	Iteration 56Q: 3 clusters Score -1648366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1648363.125000 Penalty: 4829.151367
	Iteration 57Q: 3 clusters Score -1648363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1648368.125000 Penalty: 4829.151367
	Iteration 58Q: 3 clusters Score -1648368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1648373.625000 Penalty: 4829.151367
	Iteration 59Q: 3 clusters Score -1648374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1648369.125000 Penalty: 4829.151367
	Iteration 60F: 3 clusters Score -1648369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1648372.375000 Penalty: 4829.151367
	Iteration 61Q: 3 clusters Score -1648372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1648373.375000 Penalty: 4829.151367
	Iteration 62Q: 3 clusters Score -1648373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1648376.500000 Penalty: 4829.151367
	Iteration 63Q: 3 clusters Score -1648376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1648378.500000 Penalty: 4829.151367
	Iteration 64Q: 3 clusters Score -1648378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1648379.750000 Penalty: 4829.151367
	Iteration 65Q: 3 clusters Score -1648380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1648381.375000 Penalty: 4829.151367
	Iteration 66Q: 3 clusters Score -1648381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1648379.750000 Penalty: 4829.151367
	Iteration 67Q: 3 clusters Score -1648380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1648378.125000 Penalty: 4829.151367
	Iteration 68Q: 3 clusters Score -1648378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1648378.500000 Penalty: 4829.151367
	Iteration 69Q: 3 clusters Score -1648378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1648380.250000 Penalty: 4829.151367
	Iteration 70Q: 3 clusters Score -1648380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1648381.500000 Penalty: 4829.151367
	Iteration 71Q: 3 clusters Score -1648382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1648382.625000 Penalty: 4829.151367
	Iteration 72Q: 3 clusters Score -1648383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1648379.000000 Penalty: 4829.151367
	Iteration 73Q: 3 clusters Score -1648379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1648380.625000 Penalty: 4829.151367
	Iteration 74Q: 3 clusters Score -1648381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1648380.625000 Penalty: 4829.151367
	Iteration 75F: 3 clusters Score -1648381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Entering Unmasked Estep 
Score: -1254093.500000 Penalty: 2324.327637
	Iteration 0F: 2 clusters Score -1254094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1245349.375000 Penalty: 4648.655273
	Iteration 0F: 3 clusters Score -1245349 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1247979.500000 Penalty: 4648.655273
	Iteration 1F: 3 clusters Score -1247980 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1248336.500000 Penalty: 4648.655273
	Iteration 2F: 3 clusters Score -1248336 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1248667.000000 Penalty: 4648.655273
	Iteration 3F: 3 clusters Score -1248667 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1248980.125000 Penalty: 4648.655273
	Iteration 4F: 3 clusters Score -1248980 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1249275.000000 Penalty: 4648.655273
	Iteration 5Q: 3 clusters Score -1249275 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1249517.625000 Penalty: 4648.655273
	Iteration 6Q: 3 clusters Score -1249518 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1249777.125000 Penalty: 4648.655273
	Iteration 7Q: 3 clusters Score -1249777 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1250036.500000 Penalty: 4648.655273
	Iteration 8Q: 3 clusters Score -1250036 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1250310.750000 Penalty: 4648.655273
	Iteration 9Q: 3 clusters Score -1250311 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1250586.125000 Penalty: 4648.655273
	Iteration 10Q: 3 clusters Score -1250586 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1250817.500000 Penalty: 4648.655273
	Iteration 11Q: 3 clusters Score -1250818 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1251071.750000 Penalty: 4648.655273
	Iteration 12Q: 3 clusters Score -1251072 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1251409.000000 Penalty: 4648.655273
	Iteration 13Q: 3 clusters Score -1251409 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1251891.500000 Penalty: 4648.655273
	Iteration 14Q: 3 clusters Score -1251892 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1252540.375000 Penalty: 4648.655273
	Iteration 15Q: 3 clusters Score -1252540 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1253209.500000 Penalty: 4648.655273
	Iteration 16Q: 3 clusters Score -1253210 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1253752.000000 Penalty: 4648.655273
	Iteration 17Q: 3 clusters Score -1253752 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1253978.625000 Penalty: 4648.655273
	Iteration 18Q: 3 clusters Score -1253979 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1254042.125000 Penalty: 4648.655273
	Iteration 19Q: 3 clusters Score -1254042 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1254066.875000 Penalty: 4648.655273
	Iteration 20F: 3 clusters Score -1254067 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1254078.000000 Penalty: 4648.655273
	Iteration 21Q: 3 clusters Score -1254078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1254074.875000 Penalty: 4648.655273
	Iteration 22Q: 3 clusters Score -1254075 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1254079.250000 Penalty: 4648.655273
	Iteration 23Q: 3 clusters Score -1254079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1254083.125000 Penalty: 4648.655273
	Iteration 24Q: 3 clusters Score -1254083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1254087.625000 Penalty: 4648.655273
	Iteration 25Q: 3 clusters Score -1254088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1254087.625000 Penalty: 4648.655273
	Iteration 26Q: 3 clusters Score -1254088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1254088.500000 Penalty: 4648.655273
	Iteration 27Q: 3 clusters Score -1254088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1254088.875000 Penalty: 4648.655273
	Iteration 28Q: 3 clusters Score -1254089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1254087.375000 Penalty: 4648.655273
	Iteration 29Q: 3 clusters Score -1254087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1254088.500000 Penalty: 4648.655273
	Iteration 30Q: 3 clusters Score -1254088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1254088.500000 Penalty: 4648.655273
	Iteration 31F: 3 clusters Score -1254088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Entering Unmasked Estep 
Score: -1199884.750000 Penalty: 2309.396973
	Iteration 0F: 2 clusters Score -1199885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1191531.000000 Penalty: 4618.793945
	Iteration 0F: 3 clusters Score -1191531 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1193960.000000 Penalty: 4618.793945
	Iteration 1F: 3 clusters Score -1193960 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1194240.125000 Penalty: 4618.793945
	Iteration 2F: 3 clusters Score -1194240 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1194433.000000 Penalty: 4618.793945
	Iteration 3Q: 3 clusters Score -1194433 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1194572.625000 Penalty: 4618.793945
	Iteration 4Q: 3 clusters Score -1194573 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1194728.125000 Penalty: 4618.793945
	Iteration 5Q: 3 clusters Score -1194728 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1194863.375000 Penalty: 4618.793945
	Iteration 6Q: 3 clusters Score -1194863 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1195002.375000 Penalty: 4618.793945
	Iteration 7Q: 3 clusters Score -1195002 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1195163.750000 Penalty: 4618.793945
	Iteration 8Q: 3 clusters Score -1195164 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1195358.750000 Penalty: 4618.793945
	Iteration 9Q: 3 clusters Score -1195359 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1195577.875000 Penalty: 4618.793945
	Iteration 10Q: 3 clusters Score -1195578 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1195819.750000 Penalty: 4618.793945
	Iteration 11Q: 3 clusters Score -1195820 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1196124.625000 Penalty: 4618.793945
	Iteration 12Q: 3 clusters Score -1196125 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1196431.000000 Penalty: 4618.793945
	Iteration 13Q: 3 clusters Score -1196431 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1196720.500000 Penalty: 4618.793945
	Iteration 14Q: 3 clusters Score -1196720 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1196982.625000 Penalty: 4618.793945
	Iteration 15Q: 3 clusters Score -1196983 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1197211.375000 Penalty: 4618.793945
	Iteration 16Q: 3 clusters Score -1197211 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1197393.125000 Penalty: 4618.793945
	Iteration 17Q: 3 clusters Score -1197393 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1197513.500000 Penalty: 4618.793945
	Iteration 18Q: 3 clusters Score -1197514 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1197597.250000 Penalty: 4618.793945
	Iteration 19Q: 3 clusters Score -1197597 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1197663.625000 Penalty: 4618.793945
	Iteration 20F: 3 clusters Score -1197664 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1197722.250000 Penalty: 4618.793945
	Iteration 21Q: 3 clusters Score -1197722 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1197764.250000 Penalty: 4618.793945
	Iteration 22Q: 3 clusters Score -1197764 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1197796.000000 Penalty: 4618.793945
	Iteration 23Q: 3 clusters Score -1197796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1197819.125000 Penalty: 4618.793945
	Iteration 24Q: 3 clusters Score -1197819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1197840.375000 Penalty: 4618.793945
	Iteration 25Q: 3 clusters Score -1197840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1197850.375000 Penalty: 4618.793945
	Iteration 26Q: 3 clusters Score -1197850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1197858.750000 Penalty: 4618.793945
	Iteration 27Q: 3 clusters Score -1197859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1197867.875000 Penalty: 4618.793945
	Iteration 28Q: 3 clusters Score -1197868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1197872.125000 Penalty: 4618.793945
	Iteration 29Q: 3 clusters Score -1197872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1197873.750000 Penalty: 4618.793945
	Iteration 30Q: 3 clusters Score -1197874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1197873.500000 Penalty: 4618.793945
	Iteration 31Q: 3 clusters Score -1197874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1197873.500000 Penalty: 4618.793945
	Iteration 32F: 3 clusters Score -1197874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -34287.621094 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -34287.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32998.007812 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -32998.01 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -33145.039062 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -33145.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -33192.125000 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -33192.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -33200.164062 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -33200.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33201.300781 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -33201.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33201.300781 Penalty: 2913.965820
	Iteration 5F: 3 clusters Score -33201.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -34524.589844 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -34524.59 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 170 members 
Entering Unmasked Estep 
Score: -33190.488281 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -33190.49 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33317.656250 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -33317.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -33423.605469 Penalty: 2912.570557
	Iteration 2Q: 3 clusters Score -33423.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33478.023438 Penalty: 2912.570557
	Iteration 3Q: 3 clusters Score -33478.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -33500.523438 Penalty: 2912.570557
	Iteration 4Q: 3 clusters Score -33500.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33509.421875 Penalty: 2912.570557
	Iteration 5Q: 3 clusters Score -33509.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -33513.656250 Penalty: 2912.570557
	Iteration 6Q: 3 clusters Score -33513.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33534.128906 Penalty: 2912.570557
	Iteration 7Q: 3 clusters Score -33534.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33543.773438 Penalty: 2912.570557
	Iteration 8Q: 3 clusters Score -33543.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33549.773438 Penalty: 2912.570557
	Iteration 9Q: 3 clusters Score -33549.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33563.515625 Penalty: 2912.570557
	Iteration 10Q: 3 clusters Score -33563.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33581.460938 Penalty: 2912.570557
	Iteration 11Q: 3 clusters Score -33581.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -33588.523438 Penalty: 2912.570557
	Iteration 12Q: 3 clusters Score -33588.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -33590.738281 Penalty: 2912.570557
	Iteration 13Q: 3 clusters Score -33590.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33591.933594 Penalty: 2912.570557
	Iteration 14Q: 3 clusters Score -33591.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33591.933594 Penalty: 2912.570557
	Iteration 15F: 3 clusters Score -33591.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (30077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Entering Unmasked Estep 
Score: -3284891.250000 Penalty: 2557.255859
	Iteration 0F: 2 clusters Score -3284891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -3264307.000000 Penalty: 5114.511719
	Iteration 0F: 3 clusters Score -3264307 nChanged 13556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -3271560.500000 Penalty: 5114.511719
	Iteration 1F: 3 clusters Score -3271560 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -3272031.250000 Penalty: 5114.511719
	Iteration 2Q: 3 clusters Score -3272031 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -3272505.750000 Penalty: 5114.511719
	Iteration 3Q: 3 clusters Score -3272506 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -3272910.750000 Penalty: 5114.511719
	Iteration 4Q: 3 clusters Score -3272911 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -3273301.500000 Penalty: 5114.511719
	Iteration 5Q: 3 clusters Score -3273302 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -3273754.250000 Penalty: 5114.511719
	Iteration 6Q: 3 clusters Score -3273754 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -3274264.000000 Penalty: 5114.511719
	Iteration 7Q: 3 clusters Score -3274264 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -3274856.250000 Penalty: 5114.511719
	Iteration 8Q: 3 clusters Score -3274856 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -3275501.250000 Penalty: 5114.511719
	Iteration 9Q: 3 clusters Score -3275501 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -3276416.750000 Penalty: 5114.511719
	Iteration 10Q: 3 clusters Score -3276417 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -3277452.500000 Penalty: 5114.511719
	Iteration 11Q: 3 clusters Score -3277452 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -3278517.750000 Penalty: 5114.511719
	Iteration 12Q: 3 clusters Score -3278518 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -3279473.750000 Penalty: 5114.511719
	Iteration 13Q: 3 clusters Score -3279474 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -3280157.750000 Penalty: 5114.511719
	Iteration 14Q: 3 clusters Score -3280158 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -3280676.500000 Penalty: 5114.511719
	Iteration 15Q: 3 clusters Score -3280676 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -3281110.250000 Penalty: 5114.511719
	Iteration 16Q: 3 clusters Score -3281110 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -3281456.500000 Penalty: 5114.511719
	Iteration 17Q: 3 clusters Score -3281456 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -3281696.750000 Penalty: 5114.511719
	Iteration 18Q: 3 clusters Score -3281697 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -3281854.250000 Penalty: 5114.511719
	Iteration 19Q: 3 clusters Score -3281854 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -3281978.750000 Penalty: 5114.511719
	Iteration 20F: 3 clusters Score -3281979 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -3282015.750000 Penalty: 5114.511719
	Iteration 21Q: 3 clusters Score -3282016 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -3282039.000000 Penalty: 5114.511719
	Iteration 22Q: 3 clusters Score -3282039 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -3282078.500000 Penalty: 5114.511719
	Iteration 23Q: 3 clusters Score -3282078 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -3282082.000000 Penalty: 5114.511719
	Iteration 24Q: 3 clusters Score -3282082 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -3282089.750000 Penalty: 5114.511719
	Iteration 25Q: 3 clusters Score -3282090 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -3282092.500000 Penalty: 5114.511719
	Iteration 26Q: 3 clusters Score -3282092 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -3282099.000000 Penalty: 5114.511719
	Iteration 27Q: 3 clusters Score -3282099 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -3282095.250000 Penalty: 5114.511719
	Iteration 28Q: 3 clusters Score -3282095 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -3282100.250000 Penalty: 5114.511719
	Iteration 29Q: 3 clusters Score -3282100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -3282103.250000 Penalty: 5114.511719
	Iteration 30Q: 3 clusters Score -3282103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -3282099.500000 Penalty: 5114.511719
	Iteration 31Q: 3 clusters Score -3282100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -3282102.000000 Penalty: 5114.511719
	Iteration 32Q: 3 clusters Score -3282102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -3282108.500000 Penalty: 5114.511719
	Iteration 33Q: 3 clusters Score -3282108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -3282104.250000 Penalty: 5114.511719
	Iteration 34Q: 3 clusters Score -3282104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -3282102.000000 Penalty: 5114.511719
	Iteration 35Q: 3 clusters Score -3282102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -3282100.000000 Penalty: 5114.511719
	Iteration 36Q: 3 clusters Score -3282100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -3282100.250000 Penalty: 5114.511719
	Iteration 37Q: 3 clusters Score -3282100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -3282103.750000 Penalty: 5114.511719
	Iteration 38Q: 3 clusters Score -3282104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -3282105.000000 Penalty: 5114.511719
	Iteration 39Q: 3 clusters Score -3282105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -3282104.250000 Penalty: 5114.511719
	Iteration 40F: 3 clusters Score -3282104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -3282104.750000 Penalty: 5114.511719
	Iteration 41Q: 3 clusters Score -3282105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -3282100.500000 Penalty: 5114.511719
	Iteration 42Q: 3 clusters Score -3282100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -3282097.500000 Penalty: 5114.511719
	Iteration 43Q: 3 clusters Score -3282098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -3282098.750000 Penalty: 5114.511719
	Iteration 44Q: 3 clusters Score -3282099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -3282098.750000 Penalty: 5114.511719
	Iteration 45F: 3 clusters Score -3282099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Entering Unmasked Estep 
Score: -569454.812500 Penalty: 2122.514648
	Iteration 0F: 2 clusters Score -569454.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -564828.937500 Penalty: 4245.029297
	Iteration 0F: 3 clusters Score -564828.9 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -565856.937500 Penalty: 4245.029297
	Iteration 1F: 3 clusters Score -565856.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -566076.625000 Penalty: 4245.029297
	Iteration 2F: 3 clusters Score -566076.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -566215.687500 Penalty: 4245.029297
	Iteration 3Q: 3 clusters Score -566215.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -566330.625000 Penalty: 4245.029297
	Iteration 4Q: 3 clusters Score -566330.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -566428.875000 Penalty: 4245.029297
	Iteration 5Q: 3 clusters Score -566428.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -566507.250000 Penalty: 4245.029297
	Iteration 6Q: 3 clusters Score -566507.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -566572.312500 Penalty: 4245.029297
	Iteration 7Q: 3 clusters Score -566572.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -566636.000000 Penalty: 4245.029297
	Iteration 8Q: 3 clusters Score -566636 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -566701.875000 Penalty: 4245.029297
	Iteration 9Q: 3 clusters Score -566701.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -566760.937500 Penalty: 4245.029297
	Iteration 10Q: 3 clusters Score -566760.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -566824.750000 Penalty: 4245.029297
	Iteration 11Q: 3 clusters Score -566824.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -566885.937500 Penalty: 4245.029297
	Iteration 12Q: 3 clusters Score -566885.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -566939.312500 Penalty: 4245.029297
	Iteration 13Q: 3 clusters Score -566939.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -566996.750000 Penalty: 4245.029297
	Iteration 14Q: 3 clusters Score -566996.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -567062.562500 Penalty: 4245.029297
	Iteration 15Q: 3 clusters Score -567062.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -567130.812500 Penalty: 4245.029297
	Iteration 16Q: 3 clusters Score -567130.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -567207.437500 Penalty: 4245.029297
	Iteration 17Q: 3 clusters Score -567207.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -567274.375000 Penalty: 4245.029297
	Iteration 18Q: 3 clusters Score -567274.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -567343.125000 Penalty: 4245.029297
	Iteration 19Q: 3 clusters Score -567343.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -567423.437500 Penalty: 4245.029297
	Iteration 20F: 3 clusters Score -567423.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -567498.187500 Penalty: 4245.029297
	Iteration 21Q: 3 clusters Score -567498.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -567565.937500 Penalty: 4245.029297
	Iteration 22Q: 3 clusters Score -567565.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -567629.250000 Penalty: 4245.029297
	Iteration 23Q: 3 clusters Score -567629.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -567684.187500 Penalty: 4245.029297
	Iteration 24Q: 3 clusters Score -567684.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -567729.187500 Penalty: 4245.029297
	Iteration 25Q: 3 clusters Score -567729.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -567756.937500 Penalty: 4245.029297
	Iteration 26Q: 3 clusters Score -567756.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -567780.125000 Penalty: 4245.029297
	Iteration 27Q: 3 clusters Score -567780.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -567801.187500 Penalty: 4245.029297
	Iteration 28Q: 3 clusters Score -567801.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -567813.312500 Penalty: 4245.029297
	Iteration 29Q: 3 clusters Score -567813.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -567821.437500 Penalty: 4245.029297
	Iteration 30Q: 3 clusters Score -567821.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -567830.062500 Penalty: 4245.029297
	Iteration 31Q: 3 clusters Score -567830.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -567836.250000 Penalty: 4245.029297
	Iteration 32Q: 3 clusters Score -567836.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -567840.500000 Penalty: 4245.029297
	Iteration 33Q: 3 clusters Score -567840.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -567843.625000 Penalty: 4245.029297
	Iteration 34Q: 3 clusters Score -567843.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -567848.500000 Penalty: 4245.029297
	Iteration 35Q: 3 clusters Score -567848.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -567848.187500 Penalty: 4245.029297
	Iteration 36Q: 3 clusters Score -567848.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -567851.500000 Penalty: 4245.029297
	Iteration 37Q: 3 clusters Score -567851.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -567851.875000 Penalty: 4245.029297
	Iteration 38Q: 3 clusters Score -567851.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -567852.000000 Penalty: 4245.029297
	Iteration 39Q: 3 clusters Score -567852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -567852.687500 Penalty: 4245.029297
	Iteration 40F: 3 clusters Score -567852.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -567853.000000 Penalty: 4245.029297
	Iteration 41Q: 3 clusters Score -567853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -567853.000000 Penalty: 4245.029297
	Iteration 42F: 3 clusters Score -567853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (12430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Entering Unmasked Estep 
Score: -1349273.000000 Penalty: 2338.111328
	Iteration 0F: 2 clusters Score -1349273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1340016.625000 Penalty: 4676.222656
	Iteration 0F: 3 clusters Score -1340017 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1342884.000000 Penalty: 4676.222656
	Iteration 1F: 3 clusters Score -1342884 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1343224.125000 Penalty: 4676.222656
	Iteration 2F: 3 clusters Score -1343224 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1343484.500000 Penalty: 4676.222656
	Iteration 3Q: 3 clusters Score -1343484 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1343688.125000 Penalty: 4676.222656
	Iteration 4Q: 3 clusters Score -1343688 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1343862.625000 Penalty: 4676.222656
	Iteration 5Q: 3 clusters Score -1343863 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1344039.000000 Penalty: 4676.222656
	Iteration 6Q: 3 clusters Score -1344039 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1344244.500000 Penalty: 4676.222656
	Iteration 7Q: 3 clusters Score -1344244 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1344456.750000 Penalty: 4676.222656
	Iteration 8Q: 3 clusters Score -1344457 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1344701.500000 Penalty: 4676.222656
	Iteration 9Q: 3 clusters Score -1344702 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1345003.500000 Penalty: 4676.222656
	Iteration 10Q: 3 clusters Score -1345004 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1345340.375000 Penalty: 4676.222656
	Iteration 11Q: 3 clusters Score -1345340 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1345716.000000 Penalty: 4676.222656
	Iteration 12Q: 3 clusters Score -1345716 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1346162.500000 Penalty: 4676.222656
	Iteration 13Q: 3 clusters Score -1346162 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1346633.500000 Penalty: 4676.222656
	Iteration 14Q: 3 clusters Score -1346634 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1347233.250000 Penalty: 4676.222656
	Iteration 15Q: 3 clusters Score -1347233 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1348087.500000 Penalty: 4676.222656
	Iteration 16Q: 3 clusters Score -1348088 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1349062.625000 Penalty: 4676.222656
	Iteration 17Q: 3 clusters Score -1349063 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1349636.625000 Penalty: 4676.222656
	Iteration 18Q: 3 clusters Score -1349637 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1349786.625000 Penalty: 4676.222656
	Iteration 19Q: 3 clusters Score -1349787 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1349822.750000 Penalty: 4676.222656
	Iteration 20F: 3 clusters Score -1349823 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1349838.625000 Penalty: 4676.222656
	Iteration 21Q: 3 clusters Score -1349839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1349845.250000 Penalty: 4676.222656
	Iteration 22Q: 3 clusters Score -1349845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1349844.250000 Penalty: 4676.222656
	Iteration 23Q: 3 clusters Score -1349844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1349850.625000 Penalty: 4676.222656
	Iteration 24Q: 3 clusters Score -1349851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1349852.125000 Penalty: 4676.222656
	Iteration 25Q: 3 clusters Score -1349852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1349849.625000 Penalty: 4676.222656
	Iteration 26Q: 3 clusters Score -1349850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1349850.000000 Penalty: 4676.222656
	Iteration 27Q: 3 clusters Score -1349850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1349850.375000 Penalty: 4676.222656
	Iteration 28Q: 3 clusters Score -1349850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1349849.750000 Penalty: 4676.222656
	Iteration 29Q: 3 clusters Score -1349850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1349850.625000 Penalty: 4676.222656
	Iteration 30Q: 3 clusters Score -1349851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1349851.875000 Penalty: 4676.222656
	Iteration 31Q: 3 clusters Score -1349852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1349852.000000 Penalty: 4676.222656
	Iteration 32Q: 3 clusters Score -1349852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1349851.250000 Penalty: 4676.222656
	Iteration 33Q: 3 clusters Score -1349851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1349851.000000 Penalty: 4676.222656
	Iteration 34Q: 3 clusters Score -1349851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1349851.000000 Penalty: 4676.222656
	Iteration 35F: 3 clusters Score -1349851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14464 members 
Mstep: Class 3 contains 8952 members 
Mstep: Class 4 contains 2991 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25696 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14192 members 
Mstep: Class 9 contains 4946 members 
Mstep: Class 10 contains 9824 members 
Mstep: Class 11 contains 5184 members 
Mstep: Class 12 contains 16633 members 
Mstep: Class 13 contains 3265 members 
Mstep: Class 14 contains 8436 members 
Mstep: Class 15 contains 10925 members 
Mstep: Class 16 contains 89828 members 
Mstep: Class 17 contains 3296 members 
Mstep: Class 18 contains 8408 members 
Mstep: Class 19 contains 10274 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6723 members 
Mstep: Class 23 contains 56020 members 
Mstep: Class 24 contains 2715 members 
Mstep: Class 25 contains 9194 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 41124 members 
Mstep: Class 28 contains 28256 members 
Mstep: Class 29 contains 13802 members 
Mstep: Class 30 contains 13568 members 
Mstep: Class 31 contains 10571 members 
Mstep: Class 32 contains 13445 members 
Mstep: Class 33 contains 16919 members 
Mstep: Class 34 contains 11758 members 
Mstep: Class 35 contains 11071 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30077 members 
Mstep: Class 39 contains 5211 members 
Mstep: Class 40 contains 7392 members 
Mstep: Class 41 contains 19764 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11260 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14957 members 
Mstep: Class 47 contains 19826 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5771 members 
Mstep: Class 51 contains 14534 members 
Mstep: Class 52 contains 16806 members 
Mstep: Class 53 contains 710 members 
Mstep: Class 54 contains 5038 members 
Entering Unmasked Estep 
Score: -64769804.000000 Penalty: 179211.343750
Splitting cluster 40 changes total score from -64770180.000000 to -64769804.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (19764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Entering Unmasked Estep 
Score: -1678176.250000 Penalty: 2453.121094
	Iteration 0F: 2 clusters Score -1678176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1664347.500000 Penalty: 4906.242188
	Iteration 0F: 3 clusters Score -1664348 nChanged 8616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1669184.250000 Penalty: 4906.242188
	Iteration 1F: 3 clusters Score -1669184 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1669901.250000 Penalty: 4906.242188
	Iteration 2F: 3 clusters Score -1669901 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1670503.750000 Penalty: 4906.242188
	Iteration 3F: 3 clusters Score -1670504 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1671122.750000 Penalty: 4906.242188
	Iteration 4F: 3 clusters Score -1671123 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1671717.125000 Penalty: 4906.242188
	Iteration 5F: 3 clusters Score -1671717 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1672222.250000 Penalty: 4906.242188
	Iteration 6Q: 3 clusters Score -1672222 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1672707.000000 Penalty: 4906.242188
	Iteration 7Q: 3 clusters Score -1672707 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1673195.375000 Penalty: 4906.242188
	Iteration 8Q: 3 clusters Score -1673195 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1673632.250000 Penalty: 4906.242188
	Iteration 9Q: 3 clusters Score -1673632 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1673990.125000 Penalty: 4906.242188
	Iteration 10Q: 3 clusters Score -1673990 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1674254.000000 Penalty: 4906.242188
	Iteration 11Q: 3 clusters Score -1674254 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1674436.750000 Penalty: 4906.242188
	Iteration 12Q: 3 clusters Score -1674437 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1674559.750000 Penalty: 4906.242188
	Iteration 13Q: 3 clusters Score -1674560 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1674660.500000 Penalty: 4906.242188
	Iteration 14Q: 3 clusters Score -1674660 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1674736.750000 Penalty: 4906.242188
	Iteration 15Q: 3 clusters Score -1674737 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -1674812.875000 Penalty: 4906.242188
	Iteration 16Q: 3 clusters Score -1674813 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1674893.125000 Penalty: 4906.242188
	Iteration 17Q: 3 clusters Score -1674893 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1674950.125000 Penalty: 4906.242188
	Iteration 18Q: 3 clusters Score -1674950 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1675000.625000 Penalty: 4906.242188
	Iteration 19Q: 3 clusters Score -1675001 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -1675052.125000 Penalty: 4906.242188
	Iteration 20F: 3 clusters Score -1675052 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -1675099.375000 Penalty: 4906.242188
	Iteration 21Q: 3 clusters Score -1675099 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1675140.625000 Penalty: 4906.242188
	Iteration 22Q: 3 clusters Score -1675141 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -1675172.625000 Penalty: 4906.242188
	Iteration 23Q: 3 clusters Score -1675173 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1675210.000000 Penalty: 4906.242188
	Iteration 24Q: 3 clusters Score -1675210 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -1675252.250000 Penalty: 4906.242188
	Iteration 25Q: 3 clusters Score -1675252 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -1675286.500000 Penalty: 4906.242188
	Iteration 26Q: 3 clusters Score -1675286 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -1675328.750000 Penalty: 4906.242188
	Iteration 27Q: 3 clusters Score -1675329 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -1675371.000000 Penalty: 4906.242188
	Iteration 28Q: 3 clusters Score -1675371 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -1675413.000000 Penalty: 4906.242188
	Iteration 29Q: 3 clusters Score -1675413 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -1675457.000000 Penalty: 4906.242188
	Iteration 30Q: 3 clusters Score -1675457 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -1675503.750000 Penalty: 4906.242188
	Iteration 31Q: 3 clusters Score -1675504 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -1675548.875000 Penalty: 4906.242188
	Iteration 32Q: 3 clusters Score -1675549 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -1675586.250000 Penalty: 4906.242188
	Iteration 33Q: 3 clusters Score -1675586 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -1675630.750000 Penalty: 4906.242188
	Iteration 34Q: 3 clusters Score -1675631 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -1675668.500000 Penalty: 4906.242188
	Iteration 35Q: 3 clusters Score -1675668 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -1675717.000000 Penalty: 4906.242188
	Iteration 36Q: 3 clusters Score -1675717 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -1675762.750000 Penalty: 4906.242188
	Iteration 37Q: 3 clusters Score -1675763 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -1675800.375000 Penalty: 4906.242188
	Iteration 38Q: 3 clusters Score -1675800 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -1675857.750000 Penalty: 4906.242188
	Iteration 39Q: 3 clusters Score -1675858 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -1675899.000000 Penalty: 4906.242188
	Iteration 40F: 3 clusters Score -1675899 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -1675933.750000 Penalty: 4906.242188
	Iteration 41Q: 3 clusters Score -1675934 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -1675961.250000 Penalty: 4906.242188
	Iteration 42Q: 3 clusters Score -1675961 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -1675981.125000 Penalty: 4906.242188
	Iteration 43Q: 3 clusters Score -1675981 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -1676004.375000 Penalty: 4906.242188
	Iteration 44Q: 3 clusters Score -1676004 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -1676023.250000 Penalty: 4906.242188
	Iteration 45Q: 3 clusters Score -1676023 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -1676043.125000 Penalty: 4906.242188
	Iteration 46Q: 3 clusters Score -1676043 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -1676050.625000 Penalty: 4906.242188
	Iteration 47Q: 3 clusters Score -1676051 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -1676057.875000 Penalty: 4906.242188
	Iteration 48Q: 3 clusters Score -1676058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -1676072.375000 Penalty: 4906.242188
	Iteration 49Q: 3 clusters Score -1676072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -1676082.125000 Penalty: 4906.242188
	Iteration 50Q: 3 clusters Score -1676082 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -1676093.000000 Penalty: 4906.242188
	Iteration 51Q: 3 clusters Score -1676093 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -1676105.125000 Penalty: 4906.242188
	Iteration 52Q: 3 clusters Score -1676105 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -1676113.875000 Penalty: 4906.242188
	Iteration 53Q: 3 clusters Score -1676114 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -1676123.500000 Penalty: 4906.242188
	Iteration 54Q: 3 clusters Score -1676124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -1676131.875000 Penalty: 4906.242188
	Iteration 55Q: 3 clusters Score -1676132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -1676135.250000 Penalty: 4906.242188
	Iteration 56Q: 3 clusters Score -1676135 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -1676148.875000 Penalty: 4906.242188
	Iteration 57Q: 3 clusters Score -1676149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -1676160.000000 Penalty: 4906.242188
	Iteration 58Q: 3 clusters Score -1676160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -1676170.250000 Penalty: 4906.242188
	Iteration 59Q: 3 clusters Score -1676170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -1676171.375000 Penalty: 4906.242188
	Iteration 60F: 3 clusters Score -1676171 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -1676174.500000 Penalty: 4906.242188
	Iteration 61Q: 3 clusters Score -1676174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -1676188.375000 Penalty: 4906.242188
	Iteration 62Q: 3 clusters Score -1676188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -1676201.750000 Penalty: 4906.242188
	Iteration 63Q: 3 clusters Score -1676202 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -1676214.750000 Penalty: 4906.242188
	Iteration 64Q: 3 clusters Score -1676215 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -1676223.375000 Penalty: 4906.242188
	Iteration 65Q: 3 clusters Score -1676223 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -1676234.250000 Penalty: 4906.242188
	Iteration 66Q: 3 clusters Score -1676234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -1676238.500000 Penalty: 4906.242188
	Iteration 67Q: 3 clusters Score -1676238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -1676241.125000 Penalty: 4906.242188
	Iteration 68Q: 3 clusters Score -1676241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -1676244.000000 Penalty: 4906.242188
	Iteration 69Q: 3 clusters Score -1676244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -1676244.875000 Penalty: 4906.242188
	Iteration 70Q: 3 clusters Score -1676245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -1676249.625000 Penalty: 4906.242188
	Iteration 71Q: 3 clusters Score -1676250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -1676250.625000 Penalty: 4906.242188
	Iteration 72Q: 3 clusters Score -1676251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -1676252.500000 Penalty: 4906.242188
	Iteration 73Q: 3 clusters Score -1676252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -1676253.625000 Penalty: 4906.242188
	Iteration 74Q: 3 clusters Score -1676254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -1676260.625000 Penalty: 4906.242188
	Iteration 75Q: 3 clusters Score -1676261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -1676263.125000 Penalty: 4906.242188
	Iteration 76Q: 3 clusters Score -1676263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -1676263.750000 Penalty: 4906.242188
	Iteration 77Q: 3 clusters Score -1676264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -1676265.125000 Penalty: 4906.242188
	Iteration 78Q: 3 clusters Score -1676265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -1676264.250000 Penalty: 4906.242188
	Iteration 79Q: 3 clusters Score -1676264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -1676266.875000 Penalty: 4906.242188
	Iteration 80F: 3 clusters Score -1676267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -1676266.625000 Penalty: 4906.242188
	Iteration 81Q: 3 clusters Score -1676267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -1676265.125000 Penalty: 4906.242188
	Iteration 82Q: 3 clusters Score -1676265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -1676263.500000 Penalty: 4906.242188
	Iteration 83Q: 3 clusters Score -1676264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -1676261.500000 Penalty: 4906.242188
	Iteration 84Q: 3 clusters Score -1676262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -1676264.625000 Penalty: 4906.242188
	Iteration 85Q: 3 clusters Score -1676265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -1676269.000000 Penalty: 4906.242188
	Iteration 86Q: 3 clusters Score -1676269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -1676270.500000 Penalty: 4906.242188
	Iteration 87Q: 3 clusters Score -1676270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -1676273.375000 Penalty: 4906.242188
	Iteration 88Q: 3 clusters Score -1676273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -1676275.000000 Penalty: 4906.242188
	Iteration 89Q: 3 clusters Score -1676275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -1676275.125000 Penalty: 4906.242188
	Iteration 90Q: 3 clusters Score -1676275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -1676280.125000 Penalty: 4906.242188
	Iteration 91Q: 3 clusters Score -1676280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -1676282.875000 Penalty: 4906.242188
	Iteration 92Q: 3 clusters Score -1676283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -1676283.875000 Penalty: 4906.242188
	Iteration 93Q: 3 clusters Score -1676284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -1676285.375000 Penalty: 4906.242188
	Iteration 94Q: 3 clusters Score -1676285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -1676284.500000 Penalty: 4906.242188
	Iteration 95Q: 3 clusters Score -1676284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -1676287.500000 Penalty: 4906.242188
	Iteration 96Q: 3 clusters Score -1676288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -1676288.625000 Penalty: 4906.242188
	Iteration 97Q: 3 clusters Score -1676289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -1676288.875000 Penalty: 4906.242188
	Iteration 98Q: 3 clusters Score -1676289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -1676291.500000 Penalty: 4906.242188
	Iteration 99Q: 3 clusters Score -1676292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -1676288.250000 Penalty: 4906.242188
	Iteration 100F: 3 clusters Score -1676288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -1676292.375000 Penalty: 4906.242188
	Iteration 101Q: 3 clusters Score -1676292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -1676294.375000 Penalty: 4906.242188
	Iteration 102Q: 3 clusters Score -1676294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -1676292.375000 Penalty: 4906.242188
	Iteration 103Q: 3 clusters Score -1676292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -1676295.250000 Penalty: 4906.242188
	Iteration 104Q: 3 clusters Score -1676295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -1676293.625000 Penalty: 4906.242188
	Iteration 105Q: 3 clusters Score -1676294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -1676293.375000 Penalty: 4906.242188
	Iteration 106Q: 3 clusters Score -1676293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -1676292.750000 Penalty: 4906.242188
	Iteration 107Q: 3 clusters Score -1676293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -1676292.750000 Penalty: 4906.242188
	Iteration 108F: 3 clusters Score -1676293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -23841.572266 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -23841.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22604.832031 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -22604.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22709.951172 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -22709.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22759.943359 Penalty: 2773.129639
	Iteration 2Q: 3 clusters Score -22759.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22780.164062 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -22780.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22803.851562 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -22803.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22809.234375 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -22809.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22809.234375 Penalty: 2773.129639
	Iteration 6F: 3 clusters Score -22809.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -42211.851562 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -42211.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40776.097656 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -40776.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -41039.332031 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -41039.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -41113.804688 Penalty: 3072.425049
	Iteration 2F: 3 clusters Score -41113.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41149.234375 Penalty: 3072.425049
	Iteration 3Q: 3 clusters Score -41149.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -41173.226562 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -41173.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -41183.546875 Penalty: 3072.425049
	Iteration 5Q: 3 clusters Score -41183.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41197.097656 Penalty: 3072.425049
	Iteration 6Q: 3 clusters Score -41197.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41213.636719 Penalty: 3072.425049
	Iteration 7Q: 3 clusters Score -41213.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -41237.050781 Penalty: 3072.425049
	Iteration 8Q: 3 clusters Score -41237.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -41249.820312 Penalty: 3072.425049
	Iteration 9Q: 3 clusters Score -41249.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -41257.468750 Penalty: 3072.425049
	Iteration 10Q: 3 clusters Score -41257.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -41261.507812 Penalty: 3072.425049
	Iteration 11Q: 3 clusters Score -41261.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41263.570312 Penalty: 3072.425049
	Iteration 12Q: 3 clusters Score -41263.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -41271.984375 Penalty: 3072.425049
	Iteration 13Q: 3 clusters Score -41271.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -41274.738281 Penalty: 3072.425049
	Iteration 14Q: 3 clusters Score -41274.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -41308.441406 Penalty: 3072.425049
	Iteration 15Q: 3 clusters Score -41308.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -41374.226562 Penalty: 3072.425049
	Iteration 16Q: 3 clusters Score -41374.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -41393.277344 Penalty: 3072.425049
	Iteration 17Q: 3 clusters Score -41393.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -41407.355469 Penalty: 3072.425049
	Iteration 18Q: 3 clusters Score -41407.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -41418.289062 Penalty: 3072.425049
	Iteration 19Q: 3 clusters Score -41418.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -41451.957031 Penalty: 3072.425049
	Iteration 20F: 3 clusters Score -41451.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -41497.066406 Penalty: 3072.425049
	Iteration 21Q: 3 clusters Score -41497.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -41524.691406 Penalty: 3072.425049
	Iteration 22Q: 3 clusters Score -41524.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -41532.566406 Penalty: 3072.425049
	Iteration 23Q: 3 clusters Score -41532.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -41542.503906 Penalty: 3072.425049
	Iteration 24Q: 3 clusters Score -41542.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -41544.316406 Penalty: 3072.425049
	Iteration 25Q: 3 clusters Score -41544.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -41544.316406 Penalty: 3072.425049
	Iteration 26F: 3 clusters Score -41544.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (11260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Entering Unmasked Estep 
Score: -1141348.750000 Penalty: 2313.594971
	Iteration 0F: 2 clusters Score -1141349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1132814.875000 Penalty: 4627.189941
	Iteration 0F: 3 clusters Score -1132815 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1135491.000000 Penalty: 4627.189941
	Iteration 1F: 3 clusters Score -1135491 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1135959.500000 Penalty: 4627.189941
	Iteration 2F: 3 clusters Score -1135960 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1136366.500000 Penalty: 4627.189941
	Iteration 3F: 3 clusters Score -1136366 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1136710.000000 Penalty: 4627.189941
	Iteration 4F: 3 clusters Score -1136710 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1136984.125000 Penalty: 4627.189941
	Iteration 5Q: 3 clusters Score -1136984 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1137191.750000 Penalty: 4627.189941
	Iteration 6Q: 3 clusters Score -1137192 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1137377.500000 Penalty: 4627.189941
	Iteration 7Q: 3 clusters Score -1137378 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1137540.625000 Penalty: 4627.189941
	Iteration 8Q: 3 clusters Score -1137541 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1137682.250000 Penalty: 4627.189941
	Iteration 9Q: 3 clusters Score -1137682 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1137808.625000 Penalty: 4627.189941
	Iteration 10Q: 3 clusters Score -1137809 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1137898.125000 Penalty: 4627.189941
	Iteration 11Q: 3 clusters Score -1137898 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1137964.625000 Penalty: 4627.189941
	Iteration 12Q: 3 clusters Score -1137965 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1138013.000000 Penalty: 4627.189941
	Iteration 13Q: 3 clusters Score -1138013 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1138053.625000 Penalty: 4627.189941
	Iteration 14Q: 3 clusters Score -1138054 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1138081.875000 Penalty: 4627.189941
	Iteration 15Q: 3 clusters Score -1138082 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1138112.750000 Penalty: 4627.189941
	Iteration 16Q: 3 clusters Score -1138113 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1138149.500000 Penalty: 4627.189941
	Iteration 17Q: 3 clusters Score -1138150 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1138175.250000 Penalty: 4627.189941
	Iteration 18Q: 3 clusters Score -1138175 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1138196.000000 Penalty: 4627.189941
	Iteration 19Q: 3 clusters Score -1138196 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1138215.375000 Penalty: 4627.189941
	Iteration 20F: 3 clusters Score -1138215 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1138232.750000 Penalty: 4627.189941
	Iteration 21Q: 3 clusters Score -1138233 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1138253.375000 Penalty: 4627.189941
	Iteration 22Q: 3 clusters Score -1138253 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1138265.750000 Penalty: 4627.189941
	Iteration 23Q: 3 clusters Score -1138266 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1138273.250000 Penalty: 4627.189941
	Iteration 24Q: 3 clusters Score -1138273 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1138283.500000 Penalty: 4627.189941
	Iteration 25Q: 3 clusters Score -1138284 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1138292.500000 Penalty: 4627.189941
	Iteration 26Q: 3 clusters Score -1138292 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1138299.875000 Penalty: 4627.189941
	Iteration 27Q: 3 clusters Score -1138300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1138308.125000 Penalty: 4627.189941
	Iteration 28Q: 3 clusters Score -1138308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1138311.125000 Penalty: 4627.189941
	Iteration 29Q: 3 clusters Score -1138311 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1138316.125000 Penalty: 4627.189941
	Iteration 30Q: 3 clusters Score -1138316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1138325.625000 Penalty: 4627.189941
	Iteration 31Q: 3 clusters Score -1138326 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1138337.750000 Penalty: 4627.189941
	Iteration 32Q: 3 clusters Score -1138338 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1138347.750000 Penalty: 4627.189941
	Iteration 33Q: 3 clusters Score -1138348 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1138354.625000 Penalty: 4627.189941
	Iteration 34Q: 3 clusters Score -1138355 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1138366.500000 Penalty: 4627.189941
	Iteration 35Q: 3 clusters Score -1138366 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1138377.000000 Penalty: 4627.189941
	Iteration 36Q: 3 clusters Score -1138377 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1138384.750000 Penalty: 4627.189941
	Iteration 37Q: 3 clusters Score -1138385 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1138395.000000 Penalty: 4627.189941
	Iteration 38Q: 3 clusters Score -1138395 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1138400.500000 Penalty: 4627.189941
	Iteration 39Q: 3 clusters Score -1138400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1138406.750000 Penalty: 4627.189941
	Iteration 40F: 3 clusters Score -1138407 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1138415.625000 Penalty: 4627.189941
	Iteration 41Q: 3 clusters Score -1138416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1138415.875000 Penalty: 4627.189941
	Iteration 42Q: 3 clusters Score -1138416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1138423.375000 Penalty: 4627.189941
	Iteration 43Q: 3 clusters Score -1138423 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1138433.125000 Penalty: 4627.189941
	Iteration 44Q: 3 clusters Score -1138433 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1138433.750000 Penalty: 4627.189941
	Iteration 45Q: 3 clusters Score -1138434 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1138440.125000 Penalty: 4627.189941
	Iteration 46Q: 3 clusters Score -1138440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1138441.250000 Penalty: 4627.189941
	Iteration 47Q: 3 clusters Score -1138441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1138445.500000 Penalty: 4627.189941
	Iteration 48Q: 3 clusters Score -1138446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1138454.625000 Penalty: 4627.189941
	Iteration 49Q: 3 clusters Score -1138455 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1138461.000000 Penalty: 4627.189941
	Iteration 50Q: 3 clusters Score -1138461 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1138465.750000 Penalty: 4627.189941
	Iteration 51Q: 3 clusters Score -1138466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1138468.625000 Penalty: 4627.189941
	Iteration 52Q: 3 clusters Score -1138469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1138473.000000 Penalty: 4627.189941
	Iteration 53Q: 3 clusters Score -1138473 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1138480.750000 Penalty: 4627.189941
	Iteration 54Q: 3 clusters Score -1138481 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1138487.875000 Penalty: 4627.189941
	Iteration 55Q: 3 clusters Score -1138488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1138492.125000 Penalty: 4627.189941
	Iteration 56Q: 3 clusters Score -1138492 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1138499.000000 Penalty: 4627.189941
	Iteration 57Q: 3 clusters Score -1138499 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1138503.125000 Penalty: 4627.189941
	Iteration 58Q: 3 clusters Score -1138503 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1138504.875000 Penalty: 4627.189941
	Iteration 59Q: 3 clusters Score -1138505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1138512.875000 Penalty: 4627.189941
	Iteration 60F: 3 clusters Score -1138513 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1138524.250000 Penalty: 4627.189941
	Iteration 61Q: 3 clusters Score -1138524 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1138526.125000 Penalty: 4627.189941
	Iteration 62Q: 3 clusters Score -1138526 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1138537.000000 Penalty: 4627.189941
	Iteration 63Q: 3 clusters Score -1138537 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1138548.750000 Penalty: 4627.189941
	Iteration 64Q: 3 clusters Score -1138549 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1138559.625000 Penalty: 4627.189941
	Iteration 65Q: 3 clusters Score -1138560 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1138568.750000 Penalty: 4627.189941
	Iteration 66Q: 3 clusters Score -1138569 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1138578.750000 Penalty: 4627.189941
	Iteration 67Q: 3 clusters Score -1138579 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1138590.375000 Penalty: 4627.189941
	Iteration 68Q: 3 clusters Score -1138590 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1138602.000000 Penalty: 4627.189941
	Iteration 69Q: 3 clusters Score -1138602 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1138613.125000 Penalty: 4627.189941
	Iteration 70Q: 3 clusters Score -1138613 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1138625.500000 Penalty: 4627.189941
	Iteration 71Q: 3 clusters Score -1138626 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1138635.125000 Penalty: 4627.189941
	Iteration 72Q: 3 clusters Score -1138635 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1138647.000000 Penalty: 4627.189941
	Iteration 73Q: 3 clusters Score -1138647 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1138659.000000 Penalty: 4627.189941
	Iteration 74Q: 3 clusters Score -1138659 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1138681.875000 Penalty: 4627.189941
	Iteration 75Q: 3 clusters Score -1138682 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1138705.500000 Penalty: 4627.189941
	Iteration 76Q: 3 clusters Score -1138706 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1138736.000000 Penalty: 4627.189941
	Iteration 77Q: 3 clusters Score -1138736 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1138773.375000 Penalty: 4627.189941
	Iteration 78Q: 3 clusters Score -1138773 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1138813.750000 Penalty: 4627.189941
	Iteration 79Q: 3 clusters Score -1138814 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1138850.375000 Penalty: 4627.189941
	Iteration 80F: 3 clusters Score -1138850 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1138891.875000 Penalty: 4627.189941
	Iteration 81Q: 3 clusters Score -1138892 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1138935.250000 Penalty: 4627.189941
	Iteration 82Q: 3 clusters Score -1138935 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1138985.125000 Penalty: 4627.189941
	Iteration 83Q: 3 clusters Score -1138985 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1139037.000000 Penalty: 4627.189941
	Iteration 84Q: 3 clusters Score -1139037 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1139081.000000 Penalty: 4627.189941
	Iteration 85Q: 3 clusters Score -1139081 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1139113.125000 Penalty: 4627.189941
	Iteration 86Q: 3 clusters Score -1139113 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1139141.125000 Penalty: 4627.189941
	Iteration 87Q: 3 clusters Score -1139141 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1139162.750000 Penalty: 4627.189941
	Iteration 88Q: 3 clusters Score -1139163 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1139181.875000 Penalty: 4627.189941
	Iteration 89Q: 3 clusters Score -1139182 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1139193.750000 Penalty: 4627.189941
	Iteration 90Q: 3 clusters Score -1139194 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1139209.500000 Penalty: 4627.189941
	Iteration 91Q: 3 clusters Score -1139210 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1139229.375000 Penalty: 4627.189941
	Iteration 92Q: 3 clusters Score -1139229 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1139247.375000 Penalty: 4627.189941
	Iteration 93Q: 3 clusters Score -1139247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1139255.750000 Penalty: 4627.189941
	Iteration 94Q: 3 clusters Score -1139256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1139265.875000 Penalty: 4627.189941
	Iteration 95Q: 3 clusters Score -1139266 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1139278.125000 Penalty: 4627.189941
	Iteration 96Q: 3 clusters Score -1139278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1139286.375000 Penalty: 4627.189941
	Iteration 97Q: 3 clusters Score -1139286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1139295.125000 Penalty: 4627.189941
	Iteration 98Q: 3 clusters Score -1139295 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1139304.375000 Penalty: 4627.189941
	Iteration 99Q: 3 clusters Score -1139304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1139318.375000 Penalty: 4627.189941
	Iteration 100F: 3 clusters Score -1139318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1139322.875000 Penalty: 4627.189941
	Iteration 101Q: 3 clusters Score -1139323 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1139334.750000 Penalty: 4627.189941
	Iteration 102Q: 3 clusters Score -1139335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1139342.500000 Penalty: 4627.189941
	Iteration 103Q: 3 clusters Score -1139342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1139353.375000 Penalty: 4627.189941
	Iteration 104Q: 3 clusters Score -1139353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1139363.250000 Penalty: 4627.189941
	Iteration 105Q: 3 clusters Score -1139363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1139372.625000 Penalty: 4627.189941
	Iteration 106Q: 3 clusters Score -1139373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1139378.750000 Penalty: 4627.189941
	Iteration 107Q: 3 clusters Score -1139379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1139387.250000 Penalty: 4627.189941
	Iteration 108Q: 3 clusters Score -1139387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1139391.250000 Penalty: 4627.189941
	Iteration 109Q: 3 clusters Score -1139391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1139397.125000 Penalty: 4627.189941
	Iteration 110Q: 3 clusters Score -1139397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1139399.375000 Penalty: 4627.189941
	Iteration 111Q: 3 clusters Score -1139399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1139402.875000 Penalty: 4627.189941
	Iteration 112Q: 3 clusters Score -1139403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1139409.500000 Penalty: 4627.189941
	Iteration 113Q: 3 clusters Score -1139410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1139418.125000 Penalty: 4627.189941
	Iteration 114Q: 3 clusters Score -1139418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1139421.500000 Penalty: 4627.189941
	Iteration 115Q: 3 clusters Score -1139422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1139425.250000 Penalty: 4627.189941
	Iteration 116Q: 3 clusters Score -1139425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1139427.875000 Penalty: 4627.189941
	Iteration 117Q: 3 clusters Score -1139428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1139432.250000 Penalty: 4627.189941
	Iteration 118Q: 3 clusters Score -1139432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1139440.500000 Penalty: 4627.189941
	Iteration 119Q: 3 clusters Score -1139440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1139445.625000 Penalty: 4627.189941
	Iteration 120F: 3 clusters Score -1139446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1139449.500000 Penalty: 4627.189941
	Iteration 121Q: 3 clusters Score -1139450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1139452.250000 Penalty: 4627.189941
	Iteration 122Q: 3 clusters Score -1139452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1139456.875000 Penalty: 4627.189941
	Iteration 123Q: 3 clusters Score -1139457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1139459.750000 Penalty: 4627.189941
	Iteration 124Q: 3 clusters Score -1139460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1139461.375000 Penalty: 4627.189941
	Iteration 125Q: 3 clusters Score -1139461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1139464.750000 Penalty: 4627.189941
	Iteration 126Q: 3 clusters Score -1139465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1139472.375000 Penalty: 4627.189941
	Iteration 127Q: 3 clusters Score -1139472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1139476.875000 Penalty: 4627.189941
	Iteration 128Q: 3 clusters Score -1139477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1139475.125000 Penalty: 4627.189941
	Iteration 129Q: 3 clusters Score -1139475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1139474.750000 Penalty: 4627.189941
	Iteration 130Q: 3 clusters Score -1139475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1139473.750000 Penalty: 4627.189941
	Iteration 131Q: 3 clusters Score -1139474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1139473.750000 Penalty: 4627.189941
	Iteration 132F: 3 clusters Score -1139474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Entering Unmasked Estep 
Score: -251489.609375 Penalty: 1915.553223
	Iteration 0F: 2 clusters Score -251489.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -248668.234375 Penalty: 3831.106445
	Iteration 0F: 3 clusters Score -248668.2 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -249174.359375 Penalty: 3831.106445
	Iteration 1F: 3 clusters Score -249174.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -249295.390625 Penalty: 3831.106445
	Iteration 2F: 3 clusters Score -249295.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -249373.296875 Penalty: 3831.106445
	Iteration 3Q: 3 clusters Score -249373.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -249428.921875 Penalty: 3831.106445
	Iteration 4Q: 3 clusters Score -249428.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -249471.375000 Penalty: 3831.106445
	Iteration 5Q: 3 clusters Score -249471.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -249501.843750 Penalty: 3831.106445
	Iteration 6Q: 3 clusters Score -249501.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -249525.406250 Penalty: 3831.106445
	Iteration 7Q: 3 clusters Score -249525.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -249544.000000 Penalty: 3831.106445
	Iteration 8Q: 3 clusters Score -249544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -249559.906250 Penalty: 3831.106445
	Iteration 9Q: 3 clusters Score -249559.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -249569.171875 Penalty: 3831.106445
	Iteration 10Q: 3 clusters Score -249569.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -249577.093750 Penalty: 3831.106445
	Iteration 11Q: 3 clusters Score -249577.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -249583.078125 Penalty: 3831.106445
	Iteration 12Q: 3 clusters Score -249583.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -249588.890625 Penalty: 3831.106445
	Iteration 13Q: 3 clusters Score -249588.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -249596.000000 Penalty: 3831.106445
	Iteration 14Q: 3 clusters Score -249596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -249606.140625 Penalty: 3831.106445
	Iteration 15Q: 3 clusters Score -249606.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -249614.937500 Penalty: 3831.106445
	Iteration 16Q: 3 clusters Score -249614.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -249620.312500 Penalty: 3831.106445
	Iteration 17Q: 3 clusters Score -249620.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -249626.703125 Penalty: 3831.106445
	Iteration 18Q: 3 clusters Score -249626.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -249636.812500 Penalty: 3831.106445
	Iteration 19Q: 3 clusters Score -249636.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -249644.359375 Penalty: 3831.106445
	Iteration 20F: 3 clusters Score -249644.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -249649.546875 Penalty: 3831.106445
	Iteration 21Q: 3 clusters Score -249649.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -249654.578125 Penalty: 3831.106445
	Iteration 22Q: 3 clusters Score -249654.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -249658.031250 Penalty: 3831.106445
	Iteration 23Q: 3 clusters Score -249658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -249664.890625 Penalty: 3831.106445
	Iteration 24Q: 3 clusters Score -249664.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -249669.546875 Penalty: 3831.106445
	Iteration 25Q: 3 clusters Score -249669.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -249673.187500 Penalty: 3831.106445
	Iteration 26Q: 3 clusters Score -249673.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -249675.578125 Penalty: 3831.106445
	Iteration 27Q: 3 clusters Score -249675.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -249676.562500 Penalty: 3831.106445
	Iteration 28Q: 3 clusters Score -249676.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -249676.562500 Penalty: 3831.106445
	Iteration 29F: 3 clusters Score -249676.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (14957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Entering Unmasked Estep 
Score: -1640952.875000 Penalty: 2384.007812
	Iteration 0F: 2 clusters Score -1640953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1630008.250000 Penalty: 4768.015625
	Iteration 0F: 3 clusters Score -1630008 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1633492.625000 Penalty: 4768.015625
	Iteration 1F: 3 clusters Score -1633493 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1633970.625000 Penalty: 4768.015625
	Iteration 2F: 3 clusters Score -1633971 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1634327.875000 Penalty: 4768.015625
	Iteration 3F: 3 clusters Score -1634328 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1634644.000000 Penalty: 4768.015625
	Iteration 4Q: 3 clusters Score -1634644 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1634971.000000 Penalty: 4768.015625
	Iteration 5Q: 3 clusters Score -1634971 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1635321.500000 Penalty: 4768.015625
	Iteration 6Q: 3 clusters Score -1635322 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1635646.625000 Penalty: 4768.015625
	Iteration 7Q: 3 clusters Score -1635647 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1635976.625000 Penalty: 4768.015625
	Iteration 8Q: 3 clusters Score -1635977 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1636283.125000 Penalty: 4768.015625
	Iteration 9Q: 3 clusters Score -1636283 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1636571.500000 Penalty: 4768.015625
	Iteration 10Q: 3 clusters Score -1636572 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1636846.500000 Penalty: 4768.015625
	Iteration 11Q: 3 clusters Score -1636846 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1637127.375000 Penalty: 4768.015625
	Iteration 12Q: 3 clusters Score -1637127 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1637399.875000 Penalty: 4768.015625
	Iteration 13Q: 3 clusters Score -1637400 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1637626.875000 Penalty: 4768.015625
	Iteration 14Q: 3 clusters Score -1637627 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1637815.625000 Penalty: 4768.015625
	Iteration 15Q: 3 clusters Score -1637816 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1637959.750000 Penalty: 4768.015625
	Iteration 16Q: 3 clusters Score -1637960 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1638077.125000 Penalty: 4768.015625
	Iteration 17Q: 3 clusters Score -1638077 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1638177.000000 Penalty: 4768.015625
	Iteration 18Q: 3 clusters Score -1638177 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1638263.750000 Penalty: 4768.015625
	Iteration 19Q: 3 clusters Score -1638264 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1638353.125000 Penalty: 4768.015625
	Iteration 20F: 3 clusters Score -1638353 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1638428.000000 Penalty: 4768.015625
	Iteration 21Q: 3 clusters Score -1638428 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1638493.250000 Penalty: 4768.015625
	Iteration 22Q: 3 clusters Score -1638493 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1638542.250000 Penalty: 4768.015625
	Iteration 23Q: 3 clusters Score -1638542 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1638590.125000 Penalty: 4768.015625
	Iteration 24Q: 3 clusters Score -1638590 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1638641.125000 Penalty: 4768.015625
	Iteration 25Q: 3 clusters Score -1638641 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1638682.375000 Penalty: 4768.015625
	Iteration 26Q: 3 clusters Score -1638682 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1638722.750000 Penalty: 4768.015625
	Iteration 27Q: 3 clusters Score -1638723 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1638746.500000 Penalty: 4768.015625
	Iteration 28Q: 3 clusters Score -1638746 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1638766.875000 Penalty: 4768.015625
	Iteration 29Q: 3 clusters Score -1638767 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1638784.875000 Penalty: 4768.015625
	Iteration 30Q: 3 clusters Score -1638785 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1638806.750000 Penalty: 4768.015625
	Iteration 31Q: 3 clusters Score -1638807 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1638823.375000 Penalty: 4768.015625
	Iteration 32Q: 3 clusters Score -1638823 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1638838.375000 Penalty: 4768.015625
	Iteration 33Q: 3 clusters Score -1638838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1638849.875000 Penalty: 4768.015625
	Iteration 34Q: 3 clusters Score -1638850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1638861.750000 Penalty: 4768.015625
	Iteration 35Q: 3 clusters Score -1638862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1638871.500000 Penalty: 4768.015625
	Iteration 36Q: 3 clusters Score -1638872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1638879.125000 Penalty: 4768.015625
	Iteration 37Q: 3 clusters Score -1638879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -1638886.000000 Penalty: 4768.015625
	Iteration 38Q: 3 clusters Score -1638886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1638894.125000 Penalty: 4768.015625
	Iteration 39Q: 3 clusters Score -1638894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1638901.625000 Penalty: 4768.015625
	Iteration 40F: 3 clusters Score -1638902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1638907.250000 Penalty: 4768.015625
	Iteration 41Q: 3 clusters Score -1638907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1638913.625000 Penalty: 4768.015625
	Iteration 42Q: 3 clusters Score -1638914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1638924.000000 Penalty: 4768.015625
	Iteration 43Q: 3 clusters Score -1638924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1638922.875000 Penalty: 4768.015625
	Iteration 44Q: 3 clusters Score -1638923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1638926.375000 Penalty: 4768.015625
	Iteration 45Q: 3 clusters Score -1638926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1638927.875000 Penalty: 4768.015625
	Iteration 46Q: 3 clusters Score -1638928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -1638928.000000 Penalty: 4768.015625
	Iteration 47Q: 3 clusters Score -1638928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -1638928.750000 Penalty: 4768.015625
	Iteration 48Q: 3 clusters Score -1638929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1638930.250000 Penalty: 4768.015625
	Iteration 49Q: 3 clusters Score -1638930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1638929.750000 Penalty: 4768.015625
	Iteration 50Q: 3 clusters Score -1638930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1638929.750000 Penalty: 4768.015625
	Iteration 51F: 3 clusters Score -1638930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (19826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Entering Unmasked Estep 
Score: -2165959.000000 Penalty: 2453.897949
	Iteration 0F: 2 clusters Score -2165959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2152106.500000 Penalty: 4907.795898
	Iteration 0F: 3 clusters Score -2152106 nChanged 8644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2156711.000000 Penalty: 4907.795898
	Iteration 1F: 3 clusters Score -2156711 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2157175.750000 Penalty: 4907.795898
	Iteration 2F: 3 clusters Score -2157176 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2157634.000000 Penalty: 4907.795898
	Iteration 3F: 3 clusters Score -2157634 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2158105.000000 Penalty: 4907.795898
	Iteration 4Q: 3 clusters Score -2158105 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2158631.750000 Penalty: 4907.795898
	Iteration 5Q: 3 clusters Score -2158632 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2159233.750000 Penalty: 4907.795898
	Iteration 6Q: 3 clusters Score -2159234 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2159841.250000 Penalty: 4907.795898
	Iteration 7F: 3 clusters Score -2159841 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2160361.750000 Penalty: 4907.795898
	Iteration 8Q: 3 clusters Score -2160362 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2160860.750000 Penalty: 4907.795898
	Iteration 9Q: 3 clusters Score -2160861 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2161275.750000 Penalty: 4907.795898
	Iteration 10Q: 3 clusters Score -2161276 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2161555.250000 Penalty: 4907.795898
	Iteration 11Q: 3 clusters Score -2161555 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2161783.750000 Penalty: 4907.795898
	Iteration 12Q: 3 clusters Score -2161784 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2161953.250000 Penalty: 4907.795898
	Iteration 13Q: 3 clusters Score -2161953 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2162100.000000 Penalty: 4907.795898
	Iteration 14Q: 3 clusters Score -2162100 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2162274.750000 Penalty: 4907.795898
	Iteration 15Q: 3 clusters Score -2162275 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2162444.500000 Penalty: 4907.795898
	Iteration 16Q: 3 clusters Score -2162444 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2162665.500000 Penalty: 4907.795898
	Iteration 17Q: 3 clusters Score -2162666 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2162896.750000 Penalty: 4907.795898
	Iteration 18Q: 3 clusters Score -2162897 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -2163085.500000 Penalty: 4907.795898
	Iteration 19Q: 3 clusters Score -2163086 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2163285.500000 Penalty: 4907.795898
	Iteration 20F: 3 clusters Score -2163286 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2163422.500000 Penalty: 4907.795898
	Iteration 21Q: 3 clusters Score -2163422 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2163504.000000 Penalty: 4907.795898
	Iteration 22Q: 3 clusters Score -2163504 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2163552.750000 Penalty: 4907.795898
	Iteration 23Q: 3 clusters Score -2163553 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2163582.750000 Penalty: 4907.795898
	Iteration 24Q: 3 clusters Score -2163583 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2163600.500000 Penalty: 4907.795898
	Iteration 25Q: 3 clusters Score -2163600 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2163617.250000 Penalty: 4907.795898
	Iteration 26Q: 3 clusters Score -2163617 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2163621.750000 Penalty: 4907.795898
	Iteration 27Q: 3 clusters Score -2163622 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2163633.000000 Penalty: 4907.795898
	Iteration 28Q: 3 clusters Score -2163633 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2163630.250000 Penalty: 4907.795898
	Iteration 29Q: 3 clusters Score -2163630 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2163641.250000 Penalty: 4907.795898
	Iteration 30Q: 3 clusters Score -2163641 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2163644.000000 Penalty: 4907.795898
	Iteration 31Q: 3 clusters Score -2163644 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2163646.750000 Penalty: 4907.795898
	Iteration 32Q: 3 clusters Score -2163647 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2163658.500000 Penalty: 4907.795898
	Iteration 33Q: 3 clusters Score -2163658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2163658.500000 Penalty: 4907.795898
	Iteration 34Q: 3 clusters Score -2163658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2163662.250000 Penalty: 4907.795898
	Iteration 35Q: 3 clusters Score -2163662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2163659.750000 Penalty: 4907.795898
	Iteration 36Q: 3 clusters Score -2163660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2163663.750000 Penalty: 4907.795898
	Iteration 37Q: 3 clusters Score -2163664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -2163666.750000 Penalty: 4907.795898
	Iteration 38Q: 3 clusters Score -2163667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2163665.500000 Penalty: 4907.795898
	Iteration 39Q: 3 clusters Score -2163666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2163670.500000 Penalty: 4907.795898
	Iteration 40F: 3 clusters Score -2163670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2163669.000000 Penalty: 4907.795898
	Iteration 41Q: 3 clusters Score -2163669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2163667.250000 Penalty: 4907.795898
	Iteration 42Q: 3 clusters Score -2163667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2163666.000000 Penalty: 4907.795898
	Iteration 43Q: 3 clusters Score -2163666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2163667.250000 Penalty: 4907.795898
	Iteration 44Q: 3 clusters Score -2163667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2163667.250000 Penalty: 4907.795898
	Iteration 45F: 3 clusters Score -2163667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (4443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Entering Unmasked Estep 
Score: -472182.093750 Penalty: 2082.973145
	Iteration 0F: 2 clusters Score -472182.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -467959.906250 Penalty: 4165.946289
	Iteration 0F: 3 clusters Score -467959.9 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -468933.437500 Penalty: 4165.946289
	Iteration 1F: 3 clusters Score -468933.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -469175.531250 Penalty: 4165.946289
	Iteration 2F: 3 clusters Score -469175.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -469326.281250 Penalty: 4165.946289
	Iteration 3F: 3 clusters Score -469326.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -469456.406250 Penalty: 4165.946289
	Iteration 4Q: 3 clusters Score -469456.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -469569.281250 Penalty: 4165.946289
	Iteration 5Q: 3 clusters Score -469569.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -469681.125000 Penalty: 4165.946289
	Iteration 6Q: 3 clusters Score -469681.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -469792.250000 Penalty: 4165.946289
	Iteration 7Q: 3 clusters Score -469792.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -469867.937500 Penalty: 4165.946289
	Iteration 8Q: 3 clusters Score -469867.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -469948.250000 Penalty: 4165.946289
	Iteration 9Q: 3 clusters Score -469948.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -470028.125000 Penalty: 4165.946289
	Iteration 10Q: 3 clusters Score -470028.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -470123.750000 Penalty: 4165.946289
	Iteration 11Q: 3 clusters Score -470123.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -470215.593750 Penalty: 4165.946289
	Iteration 12Q: 3 clusters Score -470215.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -470342.187500 Penalty: 4165.946289
	Iteration 13Q: 3 clusters Score -470342.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -470494.187500 Penalty: 4165.946289
	Iteration 14Q: 3 clusters Score -470494.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -470600.343750 Penalty: 4165.946289
	Iteration 15Q: 3 clusters Score -470600.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -470680.750000 Penalty: 4165.946289
	Iteration 16Q: 3 clusters Score -470680.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -470737.281250 Penalty: 4165.946289
	Iteration 17Q: 3 clusters Score -470737.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -470771.187500 Penalty: 4165.946289
	Iteration 18Q: 3 clusters Score -470771.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -470799.312500 Penalty: 4165.946289
	Iteration 19Q: 3 clusters Score -470799.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -470819.437500 Penalty: 4165.946289
	Iteration 20F: 3 clusters Score -470819.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -470835.437500 Penalty: 4165.946289
	Iteration 21Q: 3 clusters Score -470835.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -470849.187500 Penalty: 4165.946289
	Iteration 22Q: 3 clusters Score -470849.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -470854.625000 Penalty: 4165.946289
	Iteration 23Q: 3 clusters Score -470854.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -470860.406250 Penalty: 4165.946289
	Iteration 24Q: 3 clusters Score -470860.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -470866.406250 Penalty: 4165.946289
	Iteration 25Q: 3 clusters Score -470866.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -470873.437500 Penalty: 4165.946289
	Iteration 26Q: 3 clusters Score -470873.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -470880.062500 Penalty: 4165.946289
	Iteration 27Q: 3 clusters Score -470880.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -470887.968750 Penalty: 4165.946289
	Iteration 28Q: 3 clusters Score -470888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -470892.875000 Penalty: 4165.946289
	Iteration 29Q: 3 clusters Score -470892.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -470897.187500 Penalty: 4165.946289
	Iteration 30Q: 3 clusters Score -470897.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -470902.593750 Penalty: 4165.946289
	Iteration 31Q: 3 clusters Score -470902.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -470906.562500 Penalty: 4165.946289
	Iteration 32Q: 3 clusters Score -470906.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -470909.125000 Penalty: 4165.946289
	Iteration 33Q: 3 clusters Score -470909.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -470910.656250 Penalty: 4165.946289
	Iteration 34Q: 3 clusters Score -470910.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -470910.937500 Penalty: 4165.946289
	Iteration 35Q: 3 clusters Score -470910.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -470912.281250 Penalty: 4165.946289
	Iteration 36Q: 3 clusters Score -470912.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -470913.156250 Penalty: 4165.946289
	Iteration 37Q: 3 clusters Score -470913.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -470913.406250 Penalty: 4165.946289
	Iteration 38Q: 3 clusters Score -470913.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -470914.812500 Penalty: 4165.946289
	Iteration 39Q: 3 clusters Score -470914.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -470915.343750 Penalty: 4165.946289
	Iteration 40F: 3 clusters Score -470915.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -470915.750000 Penalty: 4165.946289
	Iteration 41Q: 3 clusters Score -470915.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -470915.500000 Penalty: 4165.946289
	Iteration 42Q: 3 clusters Score -470915.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -470916.437500 Penalty: 4165.946289
	Iteration 43Q: 3 clusters Score -470916.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -470917.687500 Penalty: 4165.946289
	Iteration 44Q: 3 clusters Score -470917.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -470918.875000 Penalty: 4165.946289
	Iteration 45Q: 3 clusters Score -470918.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -470920.468750 Penalty: 4165.946289
	Iteration 46Q: 3 clusters Score -470920.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -470922.000000 Penalty: 4165.946289
	Iteration 47Q: 3 clusters Score -470922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -470923.656250 Penalty: 4165.946289
	Iteration 48Q: 3 clusters Score -470923.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -470924.687500 Penalty: 4165.946289
	Iteration 49Q: 3 clusters Score -470924.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -470925.687500 Penalty: 4165.946289
	Iteration 50Q: 3 clusters Score -470925.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -470928.187500 Penalty: 4165.946289
	Iteration 51Q: 3 clusters Score -470928.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -470929.500000 Penalty: 4165.946289
	Iteration 52Q: 3 clusters Score -470929.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -470931.062500 Penalty: 4165.946289
	Iteration 53Q: 3 clusters Score -470931.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -470932.968750 Penalty: 4165.946289
	Iteration 54Q: 3 clusters Score -470933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -470933.531250 Penalty: 4165.946289
	Iteration 55Q: 3 clusters Score -470933.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -470934.375000 Penalty: 4165.946289
	Iteration 56Q: 3 clusters Score -470934.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -470935.937500 Penalty: 4165.946289
	Iteration 57Q: 3 clusters Score -470935.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -470936.375000 Penalty: 4165.946289
	Iteration 58Q: 3 clusters Score -470936.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -470939.718750 Penalty: 4165.946289
	Iteration 59Q: 3 clusters Score -470939.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -470940.812500 Penalty: 4165.946289
	Iteration 60F: 3 clusters Score -470940.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -470946.125000 Penalty: 4165.946289
	Iteration 61Q: 3 clusters Score -470946.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -470949.343750 Penalty: 4165.946289
	Iteration 62Q: 3 clusters Score -470949.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -470949.843750 Penalty: 4165.946289
	Iteration 63Q: 3 clusters Score -470949.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -470950.187500 Penalty: 4165.946289
	Iteration 64Q: 3 clusters Score -470950.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -470950.187500 Penalty: 4165.946289
	Iteration 65F: 3 clusters Score -470950.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -76533.656250 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -76533.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -74799.007812 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -74799.01 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -75154.828125 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -75154.83 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -75298.914062 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -75298.91 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -75453.687500 Penalty: 3312.457520
	Iteration 3F: 3 clusters Score -75453.69 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -75697.250000 Penalty: 3312.457520
	Iteration 4F: 3 clusters Score -75697.25 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -76119.820312 Penalty: 3312.457520
	Iteration 5F: 3 clusters Score -76119.82 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -76330.703125 Penalty: 3312.457520
	Iteration 6F: 3 clusters Score -76330.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -76433.085938 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -76433.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -76496.164062 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -76496.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -76519.414062 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -76519.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -76534.656250 Penalty: 3312.457520
	Iteration 10Q: 3 clusters Score -76534.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -76549.132812 Penalty: 3312.457520
	Iteration 11Q: 3 clusters Score -76549.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -76556.867188 Penalty: 3312.457520
	Iteration 12Q: 3 clusters Score -76556.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -76559.835938 Penalty: 3312.457520
	Iteration 13Q: 3 clusters Score -76559.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -76559.835938 Penalty: 3312.457520
	Iteration 14F: 3 clusters Score -76559.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14464 members 
Mstep: Class 3 contains 8952 members 
Mstep: Class 4 contains 2991 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25696 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14192 members 
Mstep: Class 9 contains 4946 members 
Mstep: Class 10 contains 9824 members 
Mstep: Class 11 contains 5184 members 
Mstep: Class 12 contains 16633 members 
Mstep: Class 13 contains 3265 members 
Mstep: Class 14 contains 8436 members 
Mstep: Class 15 contains 10925 members 
Mstep: Class 16 contains 89828 members 
Mstep: Class 17 contains 3296 members 
Mstep: Class 18 contains 8408 members 
Mstep: Class 19 contains 10274 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6723 members 
Mstep: Class 23 contains 56020 members 
Mstep: Class 24 contains 2715 members 
Mstep: Class 25 contains 9194 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 41124 members 
Mstep: Class 28 contains 28256 members 
Mstep: Class 29 contains 13802 members 
Mstep: Class 30 contains 13568 members 
Mstep: Class 31 contains 10571 members 
Mstep: Class 32 contains 13445 members 
Mstep: Class 33 contains 16919 members 
Mstep: Class 34 contains 11758 members 
Mstep: Class 35 contains 11071 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30077 members 
Mstep: Class 39 contains 5211 members 
Mstep: Class 40 contains 12430 members 
Mstep: Class 41 contains 19764 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11260 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14957 members 
Mstep: Class 47 contains 19826 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 176 members 
Mstep: Class 50 contains 5771 members 
Mstep: Class 51 contains 14534 members 
Mstep: Class 52 contains 16806 members 
Mstep: Class 53 contains 710 members 
Mstep: Class 54 contains 619 members 
Entering Unmasked Estep 
Score: -64768520.000000 Penalty: 179211.343750
Splitting cluster 49 changes total score from -64770180.000000 to -64768520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (5771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Entering Unmasked Estep 
Score: -617612.750000 Penalty: 2147.828857
	Iteration 0F: 2 clusters Score -617612.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -612631.375000 Penalty: 4295.657715
	Iteration 0F: 3 clusters Score -612631.4 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -613907.500000 Penalty: 4295.657715
	Iteration 1F: 3 clusters Score -613907.5 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -614241.187500 Penalty: 4295.657715
	Iteration 2F: 3 clusters Score -614241.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -614486.000000 Penalty: 4295.657715
	Iteration 3F: 3 clusters Score -614486 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -614718.875000 Penalty: 4295.657715
	Iteration 4F: 3 clusters Score -614718.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -614934.375000 Penalty: 4295.657715
	Iteration 5F: 3 clusters Score -614934.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -615093.437500 Penalty: 4295.657715
	Iteration 6Q: 3 clusters Score -615093.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -615261.000000 Penalty: 4295.657715
	Iteration 7Q: 3 clusters Score -615261 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -615414.937500 Penalty: 4295.657715
	Iteration 8Q: 3 clusters Score -615414.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -615555.187500 Penalty: 4295.657715
	Iteration 9Q: 3 clusters Score -615555.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -615690.375000 Penalty: 4295.657715
	Iteration 10Q: 3 clusters Score -615690.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -615798.687500 Penalty: 4295.657715
	Iteration 11Q: 3 clusters Score -615798.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -615892.062500 Penalty: 4295.657715
	Iteration 12Q: 3 clusters Score -615892.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -615998.687500 Penalty: 4295.657715
	Iteration 13Q: 3 clusters Score -615998.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -616105.187500 Penalty: 4295.657715
	Iteration 14Q: 3 clusters Score -616105.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -616210.062500 Penalty: 4295.657715
	Iteration 15Q: 3 clusters Score -616210.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -616309.875000 Penalty: 4295.657715
	Iteration 16Q: 3 clusters Score -616309.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -616397.125000 Penalty: 4295.657715
	Iteration 17Q: 3 clusters Score -616397.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -616454.687500 Penalty: 4295.657715
	Iteration 18Q: 3 clusters Score -616454.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -616508.937500 Penalty: 4295.657715
	Iteration 19Q: 3 clusters Score -616508.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -616546.437500 Penalty: 4295.657715
	Iteration 20F: 3 clusters Score -616546.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -616570.187500 Penalty: 4295.657715
	Iteration 21Q: 3 clusters Score -616570.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -616587.687500 Penalty: 4295.657715
	Iteration 22Q: 3 clusters Score -616587.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -616608.062500 Penalty: 4295.657715
	Iteration 23Q: 3 clusters Score -616608.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -616624.312500 Penalty: 4295.657715
	Iteration 24Q: 3 clusters Score -616624.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -616643.250000 Penalty: 4295.657715
	Iteration 25Q: 3 clusters Score -616643.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -616658.062500 Penalty: 4295.657715
	Iteration 26Q: 3 clusters Score -616658.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -616672.812500 Penalty: 4295.657715
	Iteration 27Q: 3 clusters Score -616672.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -616678.125000 Penalty: 4295.657715
	Iteration 28Q: 3 clusters Score -616678.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -616681.125000 Penalty: 4295.657715
	Iteration 29Q: 3 clusters Score -616681.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -616683.812500 Penalty: 4295.657715
	Iteration 30Q: 3 clusters Score -616683.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -616688.687500 Penalty: 4295.657715
	Iteration 31Q: 3 clusters Score -616688.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -616691.187500 Penalty: 4295.657715
	Iteration 32Q: 3 clusters Score -616691.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -616692.250000 Penalty: 4295.657715
	Iteration 33Q: 3 clusters Score -616692.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -616692.750000 Penalty: 4295.657715
	Iteration 34Q: 3 clusters Score -616692.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -616693.312500 Penalty: 4295.657715
	Iteration 35Q: 3 clusters Score -616693.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -616692.750000 Penalty: 4295.657715
	Iteration 36Q: 3 clusters Score -616692.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -616692.750000 Penalty: 4295.657715
	Iteration 37F: 3 clusters Score -616692.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (14534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Entering Unmasked Estep 
Score: -1609751.875000 Penalty: 2376.892822
	Iteration 0F: 2 clusters Score -1609752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1599210.500000 Penalty: 4753.785645
	Iteration 0F: 3 clusters Score -1599210 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1602531.625000 Penalty: 4753.785645
	Iteration 1F: 3 clusters Score -1602532 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1602955.875000 Penalty: 4753.785645
	Iteration 2F: 3 clusters Score -1602956 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1603302.750000 Penalty: 4753.785645
	Iteration 3F: 3 clusters Score -1603303 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1603595.875000 Penalty: 4753.785645
	Iteration 4Q: 3 clusters Score -1603596 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1603916.750000 Penalty: 4753.785645
	Iteration 5Q: 3 clusters Score -1603917 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1604299.875000 Penalty: 4753.785645
	Iteration 6Q: 3 clusters Score -1604300 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1604743.000000 Penalty: 4753.785645
	Iteration 7Q: 3 clusters Score -1604743 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1605295.250000 Penalty: 4753.785645
	Iteration 8F: 3 clusters Score -1605295 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1605828.250000 Penalty: 4753.785645
	Iteration 9F: 3 clusters Score -1605828 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1606338.250000 Penalty: 4753.785645
	Iteration 10Q: 3 clusters Score -1606338 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1606733.875000 Penalty: 4753.785645
	Iteration 11Q: 3 clusters Score -1606734 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1607005.250000 Penalty: 4753.785645
	Iteration 12Q: 3 clusters Score -1607005 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1607207.500000 Penalty: 4753.785645
	Iteration 13Q: 3 clusters Score -1607208 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1607341.375000 Penalty: 4753.785645
	Iteration 14Q: 3 clusters Score -1607341 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1607443.250000 Penalty: 4753.785645
	Iteration 15Q: 3 clusters Score -1607443 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1607507.875000 Penalty: 4753.785645
	Iteration 16Q: 3 clusters Score -1607508 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1607548.375000 Penalty: 4753.785645
	Iteration 17Q: 3 clusters Score -1607548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1607580.250000 Penalty: 4753.785645
	Iteration 18Q: 3 clusters Score -1607580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1607615.875000 Penalty: 4753.785645
	Iteration 19Q: 3 clusters Score -1607616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1607644.875000 Penalty: 4753.785645
	Iteration 20F: 3 clusters Score -1607645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1607663.625000 Penalty: 4753.785645
	Iteration 21Q: 3 clusters Score -1607664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1607673.875000 Penalty: 4753.785645
	Iteration 22Q: 3 clusters Score -1607674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1607681.625000 Penalty: 4753.785645
	Iteration 23Q: 3 clusters Score -1607682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1607689.625000 Penalty: 4753.785645
	Iteration 24Q: 3 clusters Score -1607690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1607697.250000 Penalty: 4753.785645
	Iteration 25Q: 3 clusters Score -1607697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1607698.500000 Penalty: 4753.785645
	Iteration 26Q: 3 clusters Score -1607698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1607701.500000 Penalty: 4753.785645
	Iteration 27Q: 3 clusters Score -1607702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1607706.625000 Penalty: 4753.785645
	Iteration 28Q: 3 clusters Score -1607707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1607708.000000 Penalty: 4753.785645
	Iteration 29Q: 3 clusters Score -1607708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1607711.625000 Penalty: 4753.785645
	Iteration 30Q: 3 clusters Score -1607712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1607714.000000 Penalty: 4753.785645
	Iteration 31Q: 3 clusters Score -1607714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1607715.750000 Penalty: 4753.785645
	Iteration 32Q: 3 clusters Score -1607716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1607715.500000 Penalty: 4753.785645
	Iteration 33Q: 3 clusters Score -1607716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1607715.500000 Penalty: 4753.785645
	Iteration 34F: 3 clusters Score -1607716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (16806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Entering Unmasked Estep 
Score: -1825118.875000 Penalty: 2412.913818
	Iteration 0F: 2 clusters Score -1825119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1813118.625000 Penalty: 4825.827637
	Iteration 0F: 3 clusters Score -1813119 nChanged 7280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1817038.500000 Penalty: 4825.827637
	Iteration 1F: 3 clusters Score -1817038 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1817405.250000 Penalty: 4825.827637
	Iteration 2F: 3 clusters Score -1817405 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1817702.625000 Penalty: 4825.827637
	Iteration 3Q: 3 clusters Score -1817703 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1817987.750000 Penalty: 4825.827637
	Iteration 4Q: 3 clusters Score -1817988 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1818275.500000 Penalty: 4825.827637
	Iteration 5Q: 3 clusters Score -1818276 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1818592.125000 Penalty: 4825.827637
	Iteration 6Q: 3 clusters Score -1818592 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1818927.625000 Penalty: 4825.827637
	Iteration 7Q: 3 clusters Score -1818928 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1819287.250000 Penalty: 4825.827637
	Iteration 8Q: 3 clusters Score -1819287 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1819639.125000 Penalty: 4825.827637
	Iteration 9Q: 3 clusters Score -1819639 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1819937.625000 Penalty: 4825.827637
	Iteration 10Q: 3 clusters Score -1819938 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1820191.125000 Penalty: 4825.827637
	Iteration 11Q: 3 clusters Score -1820191 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1820390.500000 Penalty: 4825.827637
	Iteration 12Q: 3 clusters Score -1820390 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1820567.500000 Penalty: 4825.827637
	Iteration 13Q: 3 clusters Score -1820568 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1820725.625000 Penalty: 4825.827637
	Iteration 14Q: 3 clusters Score -1820726 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1820876.500000 Penalty: 4825.827637
	Iteration 15Q: 3 clusters Score -1820876 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1821001.000000 Penalty: 4825.827637
	Iteration 16Q: 3 clusters Score -1821001 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1821130.750000 Penalty: 4825.827637
	Iteration 17Q: 3 clusters Score -1821131 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1821238.375000 Penalty: 4825.827637
	Iteration 18Q: 3 clusters Score -1821238 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1821352.875000 Penalty: 4825.827637
	Iteration 19Q: 3 clusters Score -1821353 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1821466.000000 Penalty: 4825.827637
	Iteration 20F: 3 clusters Score -1821466 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1821572.625000 Penalty: 4825.827637
	Iteration 21Q: 3 clusters Score -1821573 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1821672.500000 Penalty: 4825.827637
	Iteration 22Q: 3 clusters Score -1821672 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1821784.375000 Penalty: 4825.827637
	Iteration 23Q: 3 clusters Score -1821784 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1821881.750000 Penalty: 4825.827637
	Iteration 24Q: 3 clusters Score -1821882 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1821969.125000 Penalty: 4825.827637
	Iteration 25Q: 3 clusters Score -1821969 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1822045.000000 Penalty: 4825.827637
	Iteration 26Q: 3 clusters Score -1822045 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1822109.500000 Penalty: 4825.827637
	Iteration 27Q: 3 clusters Score -1822110 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1822153.750000 Penalty: 4825.827637
	Iteration 28Q: 3 clusters Score -1822154 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1822203.875000 Penalty: 4825.827637
	Iteration 29Q: 3 clusters Score -1822204 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1822254.375000 Penalty: 4825.827637
	Iteration 30Q: 3 clusters Score -1822254 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1822308.000000 Penalty: 4825.827637
	Iteration 31Q: 3 clusters Score -1822308 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1822347.000000 Penalty: 4825.827637
	Iteration 32Q: 3 clusters Score -1822347 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1822400.375000 Penalty: 4825.827637
	Iteration 33Q: 3 clusters Score -1822400 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1822446.875000 Penalty: 4825.827637
	Iteration 34Q: 3 clusters Score -1822447 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1822490.250000 Penalty: 4825.827637
	Iteration 35Q: 3 clusters Score -1822490 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1822542.625000 Penalty: 4825.827637
	Iteration 36Q: 3 clusters Score -1822543 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1822579.000000 Penalty: 4825.827637
	Iteration 37Q: 3 clusters Score -1822579 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1822625.125000 Penalty: 4825.827637
	Iteration 38Q: 3 clusters Score -1822625 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1822676.875000 Penalty: 4825.827637
	Iteration 39Q: 3 clusters Score -1822677 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1822717.000000 Penalty: 4825.827637
	Iteration 40F: 3 clusters Score -1822717 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1822753.500000 Penalty: 4825.827637
	Iteration 41Q: 3 clusters Score -1822754 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1822791.625000 Penalty: 4825.827637
	Iteration 42Q: 3 clusters Score -1822792 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1822823.000000 Penalty: 4825.827637
	Iteration 43Q: 3 clusters Score -1822823 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1822863.875000 Penalty: 4825.827637
	Iteration 44Q: 3 clusters Score -1822864 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1822903.250000 Penalty: 4825.827637
	Iteration 45Q: 3 clusters Score -1822903 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1822932.500000 Penalty: 4825.827637
	Iteration 46Q: 3 clusters Score -1822932 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1822952.875000 Penalty: 4825.827637
	Iteration 47Q: 3 clusters Score -1822953 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1822969.500000 Penalty: 4825.827637
	Iteration 48Q: 3 clusters Score -1822970 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1822980.125000 Penalty: 4825.827637
	Iteration 49Q: 3 clusters Score -1822980 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1822998.125000 Penalty: 4825.827637
	Iteration 50Q: 3 clusters Score -1822998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1823004.625000 Penalty: 4825.827637
	Iteration 51Q: 3 clusters Score -1823005 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1823014.000000 Penalty: 4825.827637
	Iteration 52Q: 3 clusters Score -1823014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1823030.250000 Penalty: 4825.827637
	Iteration 53Q: 3 clusters Score -1823030 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1823028.750000 Penalty: 4825.827637
	Iteration 54Q: 3 clusters Score -1823029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1823039.625000 Penalty: 4825.827637
	Iteration 55Q: 3 clusters Score -1823040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1823044.750000 Penalty: 4825.827637
	Iteration 56Q: 3 clusters Score -1823045 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1823059.875000 Penalty: 4825.827637
	Iteration 57Q: 3 clusters Score -1823060 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1823069.250000 Penalty: 4825.827637
	Iteration 58Q: 3 clusters Score -1823069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1823077.625000 Penalty: 4825.827637
	Iteration 59Q: 3 clusters Score -1823078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1823073.500000 Penalty: 4825.827637
	Iteration 60F: 3 clusters Score -1823074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1823077.500000 Penalty: 4825.827637
	Iteration 61Q: 3 clusters Score -1823078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1823078.875000 Penalty: 4825.827637
	Iteration 62Q: 3 clusters Score -1823079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1823085.875000 Penalty: 4825.827637
	Iteration 63Q: 3 clusters Score -1823086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1823085.875000 Penalty: 4825.827637
	Iteration 64Q: 3 clusters Score -1823086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1823086.375000 Penalty: 4825.827637
	Iteration 65Q: 3 clusters Score -1823086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1823092.000000 Penalty: 4825.827637
	Iteration 66Q: 3 clusters Score -1823092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1823093.750000 Penalty: 4825.827637
	Iteration 67Q: 3 clusters Score -1823094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1823093.625000 Penalty: 4825.827637
	Iteration 68Q: 3 clusters Score -1823094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1823097.625000 Penalty: 4825.827637
	Iteration 69Q: 3 clusters Score -1823098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1823096.000000 Penalty: 4825.827637
	Iteration 70Q: 3 clusters Score -1823096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1823095.750000 Penalty: 4825.827637
	Iteration 71Q: 3 clusters Score -1823096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1823098.000000 Penalty: 4825.827637
	Iteration 72Q: 3 clusters Score -1823098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1823097.875000 Penalty: 4825.827637
	Iteration 73Q: 3 clusters Score -1823098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1823096.375000 Penalty: 4825.827637
	Iteration 74Q: 3 clusters Score -1823096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1823094.875000 Penalty: 4825.827637
	Iteration 75Q: 3 clusters Score -1823095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1823095.500000 Penalty: 4825.827637
	Iteration 76Q: 3 clusters Score -1823096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1823097.500000 Penalty: 4825.827637
	Iteration 77Q: 3 clusters Score -1823098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1823098.250000 Penalty: 4825.827637
	Iteration 78Q: 3 clusters Score -1823098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1823098.000000 Penalty: 4825.827637
	Iteration 79Q: 3 clusters Score -1823098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1823099.625000 Penalty: 4825.827637
	Iteration 80F: 3 clusters Score -1823100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1823098.625000 Penalty: 4825.827637
	Iteration 81Q: 3 clusters Score -1823099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1823098.625000 Penalty: 4825.827637
	Iteration 82F: 3 clusters Score -1823099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -69635.414062 Penalty: 1628.185791
	Iteration 0F: 2 clusters Score -69635.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -67927.773438 Penalty: 3256.371582
	Iteration 0F: 3 clusters Score -67927.77 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -68182.695312 Penalty: 3256.371582
	Iteration 1F: 3 clusters Score -68182.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -68281.898438 Penalty: 3256.371582
	Iteration 2F: 3 clusters Score -68281.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -68325.953125 Penalty: 3256.371582
	Iteration 3Q: 3 clusters Score -68325.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -68348.054688 Penalty: 3256.371582
	Iteration 4Q: 3 clusters Score -68348.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -68368.945312 Penalty: 3256.371582
	Iteration 5Q: 3 clusters Score -68368.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -68383.726562 Penalty: 3256.371582
	Iteration 6Q: 3 clusters Score -68383.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -68397.664062 Penalty: 3256.371582
	Iteration 7Q: 3 clusters Score -68397.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -68412.101562 Penalty: 3256.371582
	Iteration 8Q: 3 clusters Score -68412.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -68418.578125 Penalty: 3256.371582
	Iteration 9Q: 3 clusters Score -68418.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -68420.750000 Penalty: 3256.371582
	Iteration 10Q: 3 clusters Score -68420.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -68421.812500 Penalty: 3256.371582
	Iteration 11Q: 3 clusters Score -68421.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -68421.812500 Penalty: 3256.371582
	Iteration 12F: 3 clusters Score -68421.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14464 members 
Mstep: Class 3 contains 8952 members 
Mstep: Class 4 contains 2991 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25696 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14192 members 
Mstep: Class 9 contains 4946 members 
Mstep: Class 10 contains 9824 members 
Mstep: Class 11 contains 5184 members 
Mstep: Class 12 contains 16633 members 
Mstep: Class 13 contains 3265 members 
Mstep: Class 14 contains 8436 members 
Mstep: Class 15 contains 10925 members 
Mstep: Class 16 contains 89828 members 
Mstep: Class 17 contains 3296 members 
Mstep: Class 18 contains 8408 members 
Mstep: Class 19 contains 10274 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6723 members 
Mstep: Class 23 contains 56020 members 
Mstep: Class 24 contains 2715 members 
Mstep: Class 25 contains 9194 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 41124 members 
Mstep: Class 28 contains 28256 members 
Mstep: Class 29 contains 13802 members 
Mstep: Class 30 contains 13568 members 
Mstep: Class 31 contains 10571 members 
Mstep: Class 32 contains 13445 members 
Mstep: Class 33 contains 16919 members 
Mstep: Class 34 contains 11758 members 
Mstep: Class 35 contains 11071 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30077 members 
Mstep: Class 39 contains 5211 members 
Mstep: Class 40 contains 12430 members 
Mstep: Class 41 contains 19764 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11260 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14957 members 
Mstep: Class 47 contains 19826 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5771 members 
Mstep: Class 51 contains 14534 members 
Mstep: Class 52 contains 16806 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770176.000000 Penalty: 175892.625000
Iteration 159Q: 54 clusters Score -6.477018e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14453 members 
Mstep: Class 3 contains 8956 members 
Mstep: Class 4 contains 2981 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25702 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14193 members 
Mstep: Class 9 contains 4951 members 
Mstep: Class 10 contains 9835 members 
Mstep: Class 11 contains 5182 members 
Mstep: Class 12 contains 16623 members 
Mstep: Class 13 contains 3271 members 
Mstep: Class 14 contains 8437 members 
Mstep: Class 15 contains 10941 members 
Mstep: Class 16 contains 89827 members 
Mstep: Class 17 contains 3294 members 
Mstep: Class 18 contains 8408 members 
Mstep: Class 19 contains 10280 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6727 members 
Mstep: Class 23 contains 56014 members 
Mstep: Class 24 contains 2714 members 
Mstep: Class 25 contains 9191 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 40971 members 
Mstep: Class 28 contains 28237 members 
Mstep: Class 29 contains 13855 members 
Mstep: Class 30 contains 13575 members 
Mstep: Class 31 contains 10571 members 
Mstep: Class 32 contains 13443 members 
Mstep: Class 33 contains 16931 members 
Mstep: Class 34 contains 11719 members 
Mstep: Class 35 contains 11083 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30098 members 
Mstep: Class 39 contains 5211 members 
Mstep: Class 40 contains 12429 members 
Mstep: Class 41 contains 19754 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11255 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14960 members 
Mstep: Class 47 contains 19829 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5772 members 
Mstep: Class 51 contains 14638 members 
Mstep: Class 52 contains 16805 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770240.000000 Penalty: 175892.625000
Iteration 160F: 54 clusters Score -6.477024e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 14447 members 
Mstep: Class 3 contains 8956 members 
Mstep: Class 4 contains 2976 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25712 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14192 members 
Mstep: Class 9 contains 4963 members 
Mstep: Class 10 contains 9841 members 
Mstep: Class 11 contains 5180 members 
Mstep: Class 12 contains 16624 members 
Mstep: Class 13 contains 3274 members 
Mstep: Class 14 contains 8437 members 
Mstep: Class 15 contains 10950 members 
Mstep: Class 16 contains 89827 members 
Mstep: Class 17 contains 3295 members 
Mstep: Class 18 contains 8406 members 
Mstep: Class 19 contains 10292 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6727 members 
Mstep: Class 23 contains 56017 members 
Mstep: Class 24 contains 2716 members 
Mstep: Class 25 contains 9189 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 40792 members 
Mstep: Class 28 contains 28215 members 
Mstep: Class 29 contains 13891 members 
Mstep: Class 30 contains 13570 members 
Mstep: Class 31 contains 10574 members 
Mstep: Class 32 contains 13440 members 
Mstep: Class 33 contains 16941 members 
Mstep: Class 34 contains 11675 members 
Mstep: Class 35 contains 11083 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30139 members 
Mstep: Class 39 contains 5211 members 
Mstep: Class 40 contains 12426 members 
Mstep: Class 41 contains 19758 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11252 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14966 members 
Mstep: Class 47 contains 19830 members 
Mstep: Class 48 contains 4446 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5773 members 
Mstep: Class 51 contains 14748 members 
Mstep: Class 52 contains 16807 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770380.000000 Penalty: 175892.625000
Iteration 161Q: 54 clusters Score -6.477038e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 14431 members 
Mstep: Class 3 contains 8950 members 
Mstep: Class 4 contains 2966 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25726 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14193 members 
Mstep: Class 9 contains 4976 members 
Mstep: Class 10 contains 9849 members 
Mstep: Class 11 contains 5175 members 
Mstep: Class 12 contains 16613 members 
Mstep: Class 13 contains 3277 members 
Mstep: Class 14 contains 8437 members 
Mstep: Class 15 contains 10968 members 
Mstep: Class 16 contains 89827 members 
Mstep: Class 17 contains 3295 members 
Mstep: Class 18 contains 8404 members 
Mstep: Class 19 contains 10299 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6724 members 
Mstep: Class 23 contains 56012 members 
Mstep: Class 24 contains 2715 members 
Mstep: Class 25 contains 9187 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 40603 members 
Mstep: Class 28 contains 28194 members 
Mstep: Class 29 contains 13923 members 
Mstep: Class 30 contains 13565 members 
Mstep: Class 31 contains 10571 members 
Mstep: Class 32 contains 13439 members 
Mstep: Class 33 contains 16963 members 
Mstep: Class 34 contains 11639 members 
Mstep: Class 35 contains 11092 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30168 members 
Mstep: Class 39 contains 5211 members 
Mstep: Class 40 contains 12427 members 
Mstep: Class 41 contains 19762 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11245 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14975 members 
Mstep: Class 47 contains 19829 members 
Mstep: Class 48 contains 4447 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5775 members 
Mstep: Class 51 contains 14895 members 
Mstep: Class 52 contains 16811 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770476.000000 Penalty: 175892.625000
Iteration 162Q: 54 clusters Score -6.477048e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 14418 members 
Mstep: Class 3 contains 8950 members 
Mstep: Class 4 contains 2956 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25736 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14193 members 
Mstep: Class 9 contains 4992 members 
Mstep: Class 10 contains 9847 members 
Mstep: Class 11 contains 5174 members 
Mstep: Class 12 contains 16605 members 
Mstep: Class 13 contains 3279 members 
Mstep: Class 14 contains 8436 members 
Mstep: Class 15 contains 10985 members 
Mstep: Class 16 contains 89828 members 
Mstep: Class 17 contains 3295 members 
Mstep: Class 18 contains 8406 members 
Mstep: Class 19 contains 10297 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6720 members 
Mstep: Class 23 contains 56019 members 
Mstep: Class 24 contains 2716 members 
Mstep: Class 25 contains 9176 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 40363 members 
Mstep: Class 28 contains 28175 members 
Mstep: Class 29 contains 13956 members 
Mstep: Class 30 contains 13566 members 
Mstep: Class 31 contains 10572 members 
Mstep: Class 32 contains 13440 members 
Mstep: Class 33 contains 16979 members 
Mstep: Class 34 contains 11609 members 
Mstep: Class 35 contains 11103 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30196 members 
Mstep: Class 39 contains 5212 members 
Mstep: Class 40 contains 12430 members 
Mstep: Class 41 contains 19765 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11240 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14978 members 
Mstep: Class 47 contains 19830 members 
Mstep: Class 48 contains 4449 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5777 members 
Mstep: Class 51 contains 15076 members 
Mstep: Class 52 contains 16814 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770496.000000 Penalty: 175892.625000
Iteration 163Q: 54 clusters Score -6.47705e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 14402 members 
Mstep: Class 3 contains 8948 members 
Mstep: Class 4 contains 2951 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25746 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14193 members 
Mstep: Class 9 contains 5005 members 
Mstep: Class 10 contains 9847 members 
Mstep: Class 11 contains 5167 members 
Mstep: Class 12 contains 16601 members 
Mstep: Class 13 contains 3281 members 
Mstep: Class 14 contains 8436 members 
Mstep: Class 15 contains 11000 members 
Mstep: Class 16 contains 89827 members 
Mstep: Class 17 contains 3296 members 
Mstep: Class 18 contains 8404 members 
Mstep: Class 19 contains 10300 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6719 members 
Mstep: Class 23 contains 56032 members 
Mstep: Class 24 contains 2714 members 
Mstep: Class 25 contains 9163 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 40106 members 
Mstep: Class 28 contains 28149 members 
Mstep: Class 29 contains 13988 members 
Mstep: Class 30 contains 13570 members 
Mstep: Class 31 contains 10570 members 
Mstep: Class 32 contains 13439 members 
Mstep: Class 33 contains 16991 members 
Mstep: Class 34 contains 11586 members 
Mstep: Class 35 contains 11115 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30210 members 
Mstep: Class 39 contains 5212 members 
Mstep: Class 40 contains 12429 members 
Mstep: Class 41 contains 19772 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11237 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14982 members 
Mstep: Class 47 contains 19830 members 
Mstep: Class 48 contains 4452 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5779 members 
Mstep: Class 51 contains 15290 members 
Mstep: Class 52 contains 16819 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770728.000000 Penalty: 175892.625000
Iteration 164Q: 54 clusters Score -6.477073e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 14384 members 
Mstep: Class 3 contains 8947 members 
Mstep: Class 4 contains 2950 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25780 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14196 members 
Mstep: Class 9 contains 5017 members 
Mstep: Class 10 contains 9842 members 
Mstep: Class 11 contains 5164 members 
Mstep: Class 12 contains 16591 members 
Mstep: Class 13 contains 3283 members 
Mstep: Class 14 contains 8436 members 
Mstep: Class 15 contains 11010 members 
Mstep: Class 16 contains 89828 members 
Mstep: Class 17 contains 3299 members 
Mstep: Class 18 contains 8402 members 
Mstep: Class 19 contains 10307 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6723 members 
Mstep: Class 23 contains 56053 members 
Mstep: Class 24 contains 2712 members 
Mstep: Class 25 contains 9153 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 39826 members 
Mstep: Class 28 contains 28120 members 
Mstep: Class 29 contains 14025 members 
Mstep: Class 30 contains 13566 members 
Mstep: Class 31 contains 10570 members 
Mstep: Class 32 contains 13438 members 
Mstep: Class 33 contains 17006 members 
Mstep: Class 34 contains 11553 members 
Mstep: Class 35 contains 11130 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30210 members 
Mstep: Class 39 contains 5212 members 
Mstep: Class 40 contains 12429 members 
Mstep: Class 41 contains 19766 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11230 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14989 members 
Mstep: Class 47 contains 19829 members 
Mstep: Class 48 contains 4455 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5784 members 
Mstep: Class 51 contains 15519 members 
Mstep: Class 52 contains 16824 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770756.000000 Penalty: 175892.625000
Iteration 165Q: 54 clusters Score -6.477076e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 14371 members 
Mstep: Class 3 contains 8948 members 
Mstep: Class 4 contains 2949 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25795 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14198 members 
Mstep: Class 9 contains 5031 members 
Mstep: Class 10 contains 9835 members 
Mstep: Class 11 contains 5160 members 
Mstep: Class 12 contains 16575 members 
Mstep: Class 13 contains 3283 members 
Mstep: Class 14 contains 8436 members 
Mstep: Class 15 contains 11023 members 
Mstep: Class 16 contains 89828 members 
Mstep: Class 17 contains 3300 members 
Mstep: Class 18 contains 8403 members 
Mstep: Class 19 contains 10311 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6721 members 
Mstep: Class 23 contains 56071 members 
Mstep: Class 24 contains 2709 members 
Mstep: Class 25 contains 9152 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 39498 members 
Mstep: Class 28 contains 28076 members 
Mstep: Class 29 contains 14051 members 
Mstep: Class 30 contains 13569 members 
Mstep: Class 31 contains 10570 members 
Mstep: Class 32 contains 13439 members 
Mstep: Class 33 contains 17021 members 
Mstep: Class 34 contains 11528 members 
Mstep: Class 35 contains 11133 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30245 members 
Mstep: Class 39 contains 5212 members 
Mstep: Class 40 contains 12430 members 
Mstep: Class 41 contains 19758 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11228 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 14998 members 
Mstep: Class 47 contains 19829 members 
Mstep: Class 48 contains 4456 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5785 members 
Mstep: Class 51 contains 15806 members 
Mstep: Class 52 contains 16827 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770992.000000 Penalty: 175892.625000
Iteration 166Q: 54 clusters Score -6.477099e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 14362 members 
Mstep: Class 3 contains 8953 members 
Mstep: Class 4 contains 2948 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25827 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14201 members 
Mstep: Class 9 contains 5043 members 
Mstep: Class 10 contains 9834 members 
Mstep: Class 11 contains 5156 members 
Mstep: Class 12 contains 16564 members 
Mstep: Class 13 contains 3283 members 
Mstep: Class 14 contains 8436 members 
Mstep: Class 15 contains 11027 members 
Mstep: Class 16 contains 89824 members 
Mstep: Class 17 contains 3299 members 
Mstep: Class 18 contains 8406 members 
Mstep: Class 19 contains 10315 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6716 members 
Mstep: Class 23 contains 56097 members 
Mstep: Class 24 contains 2705 members 
Mstep: Class 25 contains 9145 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 39107 members 
Mstep: Class 28 contains 28035 members 
Mstep: Class 29 contains 14067 members 
Mstep: Class 30 contains 13571 members 
Mstep: Class 31 contains 10565 members 
Mstep: Class 32 contains 13443 members 
Mstep: Class 33 contains 17036 members 
Mstep: Class 34 contains 11512 members 
Mstep: Class 35 contains 11136 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30272 members 
Mstep: Class 39 contains 5212 members 
Mstep: Class 40 contains 12430 members 
Mstep: Class 41 contains 19762 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11230 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 15005 members 
Mstep: Class 47 contains 19828 members 
Mstep: Class 48 contains 4456 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5788 members 
Mstep: Class 51 contains 16131 members 
Mstep: Class 52 contains 16831 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771204.000000 Penalty: 175892.625000
Iteration 167Q: 54 clusters Score -6.47712e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 14353 members 
Mstep: Class 3 contains 8953 members 
Mstep: Class 4 contains 2945 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25861 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14202 members 
Mstep: Class 9 contains 5055 members 
Mstep: Class 10 contains 9837 members 
Mstep: Class 11 contains 5154 members 
Mstep: Class 12 contains 16564 members 
Mstep: Class 13 contains 3285 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11038 members 
Mstep: Class 16 contains 89826 members 
Mstep: Class 17 contains 3299 members 
Mstep: Class 18 contains 8407 members 
Mstep: Class 19 contains 10319 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6716 members 
Mstep: Class 23 contains 56096 members 
Mstep: Class 24 contains 2703 members 
Mstep: Class 25 contains 9131 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 38695 members 
Mstep: Class 28 contains 27987 members 
Mstep: Class 29 contains 14089 members 
Mstep: Class 30 contains 13577 members 
Mstep: Class 31 contains 10564 members 
Mstep: Class 32 contains 13441 members 
Mstep: Class 33 contains 17043 members 
Mstep: Class 34 contains 11499 members 
Mstep: Class 35 contains 11143 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30290 members 
Mstep: Class 39 contains 5213 members 
Mstep: Class 40 contains 12430 members 
Mstep: Class 41 contains 19768 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11231 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 15005 members 
Mstep: Class 47 contains 19830 members 
Mstep: Class 48 contains 4454 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5789 members 
Mstep: Class 51 contains 16495 members 
Mstep: Class 52 contains 16836 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771292.000000 Penalty: 175892.625000
Iteration 168Q: 54 clusters Score -6.477129e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 14349 members 
Mstep: Class 3 contains 8951 members 
Mstep: Class 4 contains 2938 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25909 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14201 members 
Mstep: Class 9 contains 5064 members 
Mstep: Class 10 contains 9832 members 
Mstep: Class 11 contains 5156 members 
Mstep: Class 12 contains 16555 members 
Mstep: Class 13 contains 3287 members 
Mstep: Class 14 contains 8434 members 
Mstep: Class 15 contains 11045 members 
Mstep: Class 16 contains 89821 members 
Mstep: Class 17 contains 3299 members 
Mstep: Class 18 contains 8409 members 
Mstep: Class 19 contains 10322 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6719 members 
Mstep: Class 23 contains 56119 members 
Mstep: Class 24 contains 2700 members 
Mstep: Class 25 contains 9121 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 38221 members 
Mstep: Class 28 contains 27933 members 
Mstep: Class 29 contains 14116 members 
Mstep: Class 30 contains 13575 members 
Mstep: Class 31 contains 10562 members 
Mstep: Class 32 contains 13439 members 
Mstep: Class 33 contains 17053 members 
Mstep: Class 34 contains 11484 members 
Mstep: Class 35 contains 11149 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30327 members 
Mstep: Class 39 contains 5213 members 
Mstep: Class 40 contains 12431 members 
Mstep: Class 41 contains 19767 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11228 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 15008 members 
Mstep: Class 47 contains 19830 members 
Mstep: Class 48 contains 4455 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5787 members 
Mstep: Class 51 contains 16913 members 
Mstep: Class 52 contains 16836 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771468.000000 Penalty: 175892.625000
Iteration 169Q: 54 clusters Score -6.477147e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 14341 members 
Mstep: Class 3 contains 8947 members 
Mstep: Class 4 contains 2938 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25956 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14204 members 
Mstep: Class 9 contains 5077 members 
Mstep: Class 10 contains 9836 members 
Mstep: Class 11 contains 5159 members 
Mstep: Class 12 contains 16542 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11051 members 
Mstep: Class 16 contains 89822 members 
Mstep: Class 17 contains 3298 members 
Mstep: Class 18 contains 8411 members 
Mstep: Class 19 contains 10322 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6726 members 
Mstep: Class 23 contains 56133 members 
Mstep: Class 24 contains 2696 members 
Mstep: Class 25 contains 9106 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 37706 members 
Mstep: Class 28 contains 27873 members 
Mstep: Class 29 contains 14131 members 
Mstep: Class 30 contains 13575 members 
Mstep: Class 31 contains 10557 members 
Mstep: Class 32 contains 13437 members 
Mstep: Class 33 contains 17067 members 
Mstep: Class 34 contains 11474 members 
Mstep: Class 35 contains 11153 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30323 members 
Mstep: Class 39 contains 5213 members 
Mstep: Class 40 contains 12431 members 
Mstep: Class 41 contains 19775 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11227 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 15013 members 
Mstep: Class 47 contains 19830 members 
Mstep: Class 48 contains 4455 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5787 members 
Mstep: Class 51 contains 17402 members 
Mstep: Class 52 contains 16837 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771716.000000 Penalty: 175892.625000
Iteration 170Q: 54 clusters Score -6.477172e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 14334 members 
Mstep: Class 3 contains 8939 members 
Mstep: Class 4 contains 2938 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25987 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14204 members 
Mstep: Class 9 contains 5089 members 
Mstep: Class 10 contains 9833 members 
Mstep: Class 11 contains 5153 members 
Mstep: Class 12 contains 16533 members 
Mstep: Class 13 contains 3296 members 
Mstep: Class 14 contains 8434 members 
Mstep: Class 15 contains 11059 members 
Mstep: Class 16 contains 89824 members 
Mstep: Class 17 contains 3297 members 
Mstep: Class 18 contains 8413 members 
Mstep: Class 19 contains 10323 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6732 members 
Mstep: Class 23 contains 56126 members 
Mstep: Class 24 contains 2695 members 
Mstep: Class 25 contains 9100 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 37174 members 
Mstep: Class 28 contains 27815 members 
Mstep: Class 29 contains 14144 members 
Mstep: Class 30 contains 13577 members 
Mstep: Class 31 contains 10552 members 
Mstep: Class 32 contains 13435 members 
Mstep: Class 33 contains 17077 members 
Mstep: Class 34 contains 11466 members 
Mstep: Class 35 contains 11158 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30310 members 
Mstep: Class 39 contains 5213 members 
Mstep: Class 40 contains 12432 members 
Mstep: Class 41 contains 19782 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11228 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 15011 members 
Mstep: Class 47 contains 19833 members 
Mstep: Class 48 contains 4456 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5786 members 
Mstep: Class 51 contains 17959 members 
Mstep: Class 52 contains 16840 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771956.000000 Penalty: 175892.625000
Iteration 171Q: 54 clusters Score -6.477196e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 14326 members 
Mstep: Class 3 contains 8941 members 
Mstep: Class 4 contains 2940 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 26016 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14206 members 
Mstep: Class 9 contains 5099 members 
Mstep: Class 10 contains 9817 members 
Mstep: Class 11 contains 5152 members 
Mstep: Class 12 contains 16522 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 8434 members 
Mstep: Class 15 contains 11069 members 
Mstep: Class 16 contains 89827 members 
Mstep: Class 17 contains 3296 members 
Mstep: Class 18 contains 8411 members 
Mstep: Class 19 contains 10326 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6732 members 
Mstep: Class 23 contains 56147 members 
Mstep: Class 24 contains 2696 members 
Mstep: Class 25 contains 9098 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 36597 members 
Mstep: Class 28 contains 27763 members 
Mstep: Class 29 contains 14153 members 
Mstep: Class 30 contains 13577 members 
Mstep: Class 31 contains 10542 members 
Mstep: Class 32 contains 13436 members 
Mstep: Class 33 contains 17081 members 
Mstep: Class 34 contains 11454 members 
Mstep: Class 35 contains 11165 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30259 members 
Mstep: Class 39 contains 5212 members 
Mstep: Class 40 contains 12434 members 
Mstep: Class 41 contains 19784 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11229 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 15015 members 
Mstep: Class 47 contains 19837 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5785 members 
Mstep: Class 51 contains 18575 members 
Mstep: Class 52 contains 16848 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64772180.000000 Penalty: 175892.625000
Iteration 172Q: 54 clusters Score -6.477218e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 14321 members 
Mstep: Class 3 contains 8942 members 
Mstep: Class 4 contains 2938 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 26030 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14205 members 
Mstep: Class 9 contains 5108 members 
Mstep: Class 10 contains 9804 members 
Mstep: Class 11 contains 5152 members 
Mstep: Class 12 contains 16509 members 
Mstep: Class 13 contains 3302 members 
Mstep: Class 14 contains 8433 members 
Mstep: Class 15 contains 11084 members 
Mstep: Class 16 contains 89827 members 
Mstep: Class 17 contains 3295 members 
Mstep: Class 18 contains 8410 members 
Mstep: Class 19 contains 10328 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6731 members 
Mstep: Class 23 contains 56149 members 
Mstep: Class 24 contains 2695 members 
Mstep: Class 25 contains 9085 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 36030 members 
Mstep: Class 28 contains 27707 members 
Mstep: Class 29 contains 14179 members 
Mstep: Class 30 contains 13575 members 
Mstep: Class 31 contains 10534 members 
Mstep: Class 32 contains 13437 members 
Mstep: Class 33 contains 17092 members 
Mstep: Class 34 contains 11444 members 
Mstep: Class 35 contains 11180 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30192 members 
Mstep: Class 39 contains 5211 members 
Mstep: Class 40 contains 12436 members 
Mstep: Class 41 contains 19784 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11232 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 15015 members 
Mstep: Class 47 contains 19842 members 
Mstep: Class 48 contains 4456 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5783 members 
Mstep: Class 51 contains 19231 members 
Mstep: Class 52 contains 16849 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64772584.000000 Penalty: 175892.625000
Iteration 173Q: 54 clusters Score -6.477258e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 14312 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 2936 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25992 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14205 members 
Mstep: Class 9 contains 5120 members 
Mstep: Class 10 contains 9799 members 
Mstep: Class 11 contains 5153 members 
Mstep: Class 12 contains 16492 members 
Mstep: Class 13 contains 3306 members 
Mstep: Class 14 contains 8432 members 
Mstep: Class 15 contains 11096 members 
Mstep: Class 16 contains 89830 members 
Mstep: Class 17 contains 3295 members 
Mstep: Class 18 contains 8408 members 
Mstep: Class 19 contains 10329 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6736 members 
Mstep: Class 23 contains 56172 members 
Mstep: Class 24 contains 2695 members 
Mstep: Class 25 contains 9080 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 35501 members 
Mstep: Class 28 contains 27670 members 
Mstep: Class 29 contains 14195 members 
Mstep: Class 30 contains 13573 members 
Mstep: Class 31 contains 10528 members 
Mstep: Class 32 contains 13439 members 
Mstep: Class 33 contains 17103 members 
Mstep: Class 34 contains 11438 members 
Mstep: Class 35 contains 11199 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 30084 members 
Mstep: Class 39 contains 5212 members 
Mstep: Class 40 contains 12436 members 
Mstep: Class 41 contains 19785 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11230 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 15015 members 
Mstep: Class 47 contains 19842 members 
Mstep: Class 48 contains 4456 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5783 members 
Mstep: Class 51 contains 19896 members 
Mstep: Class 52 contains 16849 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64772692.000000 Penalty: 175892.625000
Iteration 174Q: 54 clusters Score -6.477269e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 14300 members 
Mstep: Class 3 contains 8934 members 
Mstep: Class 4 contains 2933 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25948 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14209 members 
Mstep: Class 9 contains 5123 members 
Mstep: Class 10 contains 9788 members 
Mstep: Class 11 contains 5152 members 
Mstep: Class 12 contains 16466 members 
Mstep: Class 13 contains 3310 members 
Mstep: Class 14 contains 8432 members 
Mstep: Class 15 contains 11107 members 
Mstep: Class 16 contains 89830 members 
Mstep: Class 17 contains 3295 members 
Mstep: Class 18 contains 8407 members 
Mstep: Class 19 contains 10330 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6739 members 
Mstep: Class 23 contains 56191 members 
Mstep: Class 24 contains 2695 members 
Mstep: Class 25 contains 9067 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 35050 members 
Mstep: Class 28 contains 27653 members 
Mstep: Class 29 contains 14215 members 
Mstep: Class 30 contains 13572 members 
Mstep: Class 31 contains 10523 members 
Mstep: Class 32 contains 13441 members 
Mstep: Class 33 contains 17115 members 
Mstep: Class 34 contains 11433 members 
Mstep: Class 35 contains 11214 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 29960 members 
Mstep: Class 39 contains 5213 members 
Mstep: Class 40 contains 12437 members 
Mstep: Class 41 contains 19792 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11232 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 15016 members 
Mstep: Class 47 contains 19842 members 
Mstep: Class 48 contains 4457 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5782 members 
Mstep: Class 51 contains 20503 members 
Mstep: Class 52 contains 16851 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64772980.000000 Penalty: 175892.625000
Iteration 175Q: 54 clusters Score -6.477298e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 14290 members 
Mstep: Class 3 contains 8931 members 
Mstep: Class 4 contains 2926 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 25881 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14208 members 
Mstep: Class 9 contains 5128 members 
Mstep: Class 10 contains 9771 members 
Mstep: Class 11 contains 5146 members 
Mstep: Class 12 contains 16447 members 
Mstep: Class 13 contains 3311 members 
Mstep: Class 14 contains 8432 members 
Mstep: Class 15 contains 11117 members 
Mstep: Class 16 contains 89832 members 
Mstep: Class 17 contains 3295 members 
Mstep: Class 18 contains 8407 members 
Mstep: Class 19 contains 10334 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6745 members 
Mstep: Class 23 contains 56213 members 
Mstep: Class 24 contains 2696 members 
Mstep: Class 25 contains 9058 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 34694 members 
Mstep: Class 28 contains 27632 members 
Mstep: Class 29 contains 14247 members 
Mstep: Class 30 contains 13575 members 
Mstep: Class 31 contains 10512 members 
Mstep: Class 32 contains 13442 members 
Mstep: Class 33 contains 17120 members 
Mstep: Class 34 contains 11431 members 
Mstep: Class 35 contains 11227 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 29812 members 
Mstep: Class 39 contains 5213 members 
Mstep: Class 40 contains 12437 members 
Mstep: Class 41 contains 19794 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11234 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 15014 members 
Mstep: Class 47 contains 19843 members 
Mstep: Class 48 contains 4457 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5784 members 
Mstep: Class 51 contains 21064 members 
Mstep: Class 52 contains 16856 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773208.000000 Penalty: 175892.625000
Iteration 176Q: 54 clusters Score -6.477321e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 14286 members 
Mstep: Class 3 contains 8927 members 
Mstep: Class 4 contains 2917 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 25817 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14208 members 
Mstep: Class 9 contains 5134 members 
Mstep: Class 10 contains 9764 members 
Mstep: Class 11 contains 5149 members 
Mstep: Class 12 contains 16426 members 
Mstep: Class 13 contains 3312 members 
Mstep: Class 14 contains 8433 members 
Mstep: Class 15 contains 11124 members 
Mstep: Class 16 contains 89833 members 
Mstep: Class 17 contains 3296 members 
Mstep: Class 18 contains 8405 members 
Mstep: Class 19 contains 10338 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6746 members 
Mstep: Class 23 contains 56215 members 
Mstep: Class 24 contains 2696 members 
Mstep: Class 25 contains 9051 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 34371 members 
Mstep: Class 28 contains 27621 members 
Mstep: Class 29 contains 14273 members 
Mstep: Class 30 contains 13573 members 
Mstep: Class 31 contains 10511 members 
Mstep: Class 32 contains 13441 members 
Mstep: Class 33 contains 17122 members 
Mstep: Class 34 contains 11424 members 
Mstep: Class 35 contains 11241 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 29647 members 
Mstep: Class 39 contains 5213 members 
Mstep: Class 40 contains 12439 members 
Mstep: Class 41 contains 19795 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11235 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 15016 members 
Mstep: Class 47 contains 19844 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5783 members 
Mstep: Class 51 contains 21609 members 
Mstep: Class 52 contains 16862 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773292.000000 Penalty: 175892.625000
Iteration 177Q: 54 clusters Score -6.477329e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 14273 members 
Mstep: Class 3 contains 8928 members 
Mstep: Class 4 contains 2915 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 25754 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14199 members 
Mstep: Class 9 contains 5140 members 
Mstep: Class 10 contains 9761 members 
Mstep: Class 11 contains 5149 members 
Mstep: Class 12 contains 16414 members 
Mstep: Class 13 contains 3313 members 
Mstep: Class 14 contains 8433 members 
Mstep: Class 15 contains 11137 members 
Mstep: Class 16 contains 89836 members 
Mstep: Class 17 contains 3297 members 
Mstep: Class 18 contains 8402 members 
Mstep: Class 19 contains 10341 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6751 members 
Mstep: Class 23 contains 56210 members 
Mstep: Class 24 contains 2697 members 
Mstep: Class 25 contains 9051 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 34101 members 
Mstep: Class 28 contains 27619 members 
Mstep: Class 29 contains 14289 members 
Mstep: Class 30 contains 13574 members 
Mstep: Class 31 contains 10506 members 
Mstep: Class 32 contains 13441 members 
Mstep: Class 33 contains 17119 members 
Mstep: Class 34 contains 11422 members 
Mstep: Class 35 contains 11253 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 29485 members 
Mstep: Class 39 contains 5214 members 
Mstep: Class 40 contains 12442 members 
Mstep: Class 41 contains 19799 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11233 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 15018 members 
Mstep: Class 47 contains 19849 members 
Mstep: Class 48 contains 4456 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5785 members 
Mstep: Class 51 contains 22085 members 
Mstep: Class 52 contains 16864 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773544.000000 Penalty: 175892.625000
Iteration 178Q: 54 clusters Score -6.477354e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 14265 members 
Mstep: Class 3 contains 8926 members 
Mstep: Class 4 contains 2912 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 25678 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14197 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 9765 members 
Mstep: Class 11 contains 5151 members 
Mstep: Class 12 contains 16392 members 
Mstep: Class 13 contains 3314 members 
Mstep: Class 14 contains 8433 members 
Mstep: Class 15 contains 11152 members 
Mstep: Class 16 contains 89838 members 
Mstep: Class 17 contains 3297 members 
Mstep: Class 18 contains 8402 members 
Mstep: Class 19 contains 10342 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6757 members 
Mstep: Class 23 contains 56183 members 
Mstep: Class 24 contains 2698 members 
Mstep: Class 25 contains 9052 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 33875 members 
Mstep: Class 28 contains 27621 members 
Mstep: Class 29 contains 14304 members 
Mstep: Class 30 contains 13575 members 
Mstep: Class 31 contains 10496 members 
Mstep: Class 32 contains 13440 members 
Mstep: Class 33 contains 17125 members 
Mstep: Class 34 contains 11414 members 
Mstep: Class 35 contains 11251 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 29368 members 
Mstep: Class 39 contains 5214 members 
Mstep: Class 40 contains 12441 members 
Mstep: Class 41 contains 19800 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11228 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 15019 members 
Mstep: Class 47 contains 19849 members 
Mstep: Class 48 contains 4457 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5787 members 
Mstep: Class 51 contains 22521 members 
Mstep: Class 52 contains 16871 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773568.000000 Penalty: 175892.625000
Iteration 179Q: 54 clusters Score -6.477357e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 14248 members 
Mstep: Class 3 contains 8927 members 
Mstep: Class 4 contains 2911 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 25599 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14195 members 
Mstep: Class 9 contains 5148 members 
Mstep: Class 10 contains 9771 members 
Mstep: Class 11 contains 5156 members 
Mstep: Class 12 contains 16372 members 
Mstep: Class 13 contains 3316 members 
Mstep: Class 14 contains 8433 members 
Mstep: Class 15 contains 11169 members 
Mstep: Class 16 contains 89837 members 
Mstep: Class 17 contains 3298 members 
Mstep: Class 18 contains 8401 members 
Mstep: Class 19 contains 10343 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6761 members 
Mstep: Class 23 contains 56175 members 
Mstep: Class 24 contains 2698 members 
Mstep: Class 25 contains 9051 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 33673 members 
Mstep: Class 28 contains 27623 members 
Mstep: Class 29 contains 14323 members 
Mstep: Class 30 contains 13573 members 
Mstep: Class 31 contains 10486 members 
Mstep: Class 32 contains 13439 members 
Mstep: Class 33 contains 17133 members 
Mstep: Class 34 contains 11403 members 
Mstep: Class 35 contains 11271 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 29243 members 
Mstep: Class 39 contains 5214 members 
Mstep: Class 40 contains 12438 members 
Mstep: Class 41 contains 19798 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11227 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 15018 members 
Mstep: Class 47 contains 19850 members 
Mstep: Class 48 contains 4457 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5788 members 
Mstep: Class 51 contains 22910 members 
Mstep: Class 52 contains 16879 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773784.000000 Penalty: 175892.625000
Iteration 180F: 54 clusters Score -6.477378e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 14235 members 
Mstep: Class 3 contains 8928 members 
Mstep: Class 4 contains 2908 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 25517 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14194 members 
Mstep: Class 9 contains 5154 members 
Mstep: Class 10 contains 9783 members 
Mstep: Class 11 contains 5159 members 
Mstep: Class 12 contains 16355 members 
Mstep: Class 13 contains 3319 members 
Mstep: Class 14 contains 8433 members 
Mstep: Class 15 contains 11181 members 
Mstep: Class 16 contains 89836 members 
Mstep: Class 17 contains 3298 members 
Mstep: Class 18 contains 8402 members 
Mstep: Class 19 contains 10347 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6761 members 
Mstep: Class 23 contains 56150 members 
Mstep: Class 24 contains 2698 members 
Mstep: Class 25 contains 9046 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 33475 members 
Mstep: Class 28 contains 27621 members 
Mstep: Class 29 contains 14341 members 
Mstep: Class 30 contains 13576 members 
Mstep: Class 31 contains 10474 members 
Mstep: Class 32 contains 13438 members 
Mstep: Class 33 contains 17137 members 
Mstep: Class 34 contains 11389 members 
Mstep: Class 35 contains 11287 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 29112 members 
Mstep: Class 39 contains 5215 members 
Mstep: Class 40 contains 12435 members 
Mstep: Class 41 contains 19802 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11228 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 15017 members 
Mstep: Class 47 contains 19855 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5788 members 
Mstep: Class 51 contains 23321 members 
Mstep: Class 52 contains 16882 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773824.000000 Penalty: 175892.625000
Iteration 181Q: 54 clusters Score -6.477382e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 14226 members 
Mstep: Class 3 contains 8928 members 
Mstep: Class 4 contains 2908 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 25417 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14189 members 
Mstep: Class 9 contains 5161 members 
Mstep: Class 10 contains 9791 members 
Mstep: Class 11 contains 5160 members 
Mstep: Class 12 contains 16328 members 
Mstep: Class 13 contains 3321 members 
Mstep: Class 14 contains 8434 members 
Mstep: Class 15 contains 11189 members 
Mstep: Class 16 contains 89837 members 
Mstep: Class 17 contains 3298 members 
Mstep: Class 18 contains 8404 members 
Mstep: Class 19 contains 10354 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6759 members 
Mstep: Class 23 contains 56158 members 
Mstep: Class 24 contains 2696 members 
Mstep: Class 25 contains 9043 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 33292 members 
Mstep: Class 28 contains 27618 members 
Mstep: Class 29 contains 14353 members 
Mstep: Class 30 contains 13579 members 
Mstep: Class 31 contains 10471 members 
Mstep: Class 32 contains 13435 members 
Mstep: Class 33 contains 17149 members 
Mstep: Class 34 contains 11371 members 
Mstep: Class 35 contains 11301 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 28992 members 
Mstep: Class 39 contains 5215 members 
Mstep: Class 40 contains 12433 members 
Mstep: Class 41 contains 19804 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11226 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 15018 members 
Mstep: Class 47 contains 19855 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5790 members 
Mstep: Class 51 contains 23706 members 
Mstep: Class 52 contains 16888 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773916.000000 Penalty: 175892.625000
Iteration 182Q: 54 clusters Score -6.477392e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 14225 members 
Mstep: Class 3 contains 8927 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 9613 members 
Mstep: Class 6 contains 25331 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14186 members 
Mstep: Class 9 contains 5161 members 
Mstep: Class 10 contains 9793 members 
Mstep: Class 11 contains 5162 members 
Mstep: Class 12 contains 16308 members 
Mstep: Class 13 contains 3321 members 
Mstep: Class 14 contains 8434 members 
Mstep: Class 15 contains 11196 members 
Mstep: Class 16 contains 89833 members 
Mstep: Class 17 contains 3298 members 
Mstep: Class 18 contains 8405 members 
Mstep: Class 19 contains 10355 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6761 members 
Mstep: Class 23 contains 56147 members 
Mstep: Class 24 contains 2698 members 
Mstep: Class 25 contains 9039 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 33157 members 
Mstep: Class 28 contains 27626 members 
Mstep: Class 29 contains 14351 members 
Mstep: Class 30 contains 13579 members 
Mstep: Class 31 contains 10463 members 
Mstep: Class 32 contains 13436 members 
Mstep: Class 33 contains 17153 members 
Mstep: Class 34 contains 11366 members 
Mstep: Class 35 contains 11316 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 28874 members 
Mstep: Class 39 contains 5215 members 
Mstep: Class 40 contains 12431 members 
Mstep: Class 41 contains 19805 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11228 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 15019 members 
Mstep: Class 47 contains 19860 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5789 members 
Mstep: Class 51 contains 24054 members 
Mstep: Class 52 contains 16889 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64773944.000000 Penalty: 175892.625000
Iteration 183Q: 54 clusters Score -6.477394e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14215 members 
Mstep: Class 3 contains 8929 members 
Mstep: Class 4 contains 2902 members 
Mstep: Class 5 contains 9614 members 
Mstep: Class 6 contains 25258 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14186 members 
Mstep: Class 9 contains 5162 members 
Mstep: Class 10 contains 9792 members 
Mstep: Class 11 contains 5163 members 
Mstep: Class 12 contains 16279 members 
Mstep: Class 13 contains 3321 members 
Mstep: Class 14 contains 8434 members 
Mstep: Class 15 contains 11208 members 
Mstep: Class 16 contains 89829 members 
Mstep: Class 17 contains 3299 members 
Mstep: Class 18 contains 8404 members 
Mstep: Class 19 contains 10357 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6765 members 
Mstep: Class 23 contains 56126 members 
Mstep: Class 24 contains 2697 members 
Mstep: Class 25 contains 9034 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 33044 members 
Mstep: Class 28 contains 27626 members 
Mstep: Class 29 contains 14355 members 
Mstep: Class 30 contains 13579 members 
Mstep: Class 31 contains 10458 members 
Mstep: Class 32 contains 13437 members 
Mstep: Class 33 contains 17156 members 
Mstep: Class 34 contains 11363 members 
Mstep: Class 35 contains 11338 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 28779 members 
Mstep: Class 39 contains 5216 members 
Mstep: Class 40 contains 12429 members 
Mstep: Class 41 contains 19813 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11230 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 15018 members 
Mstep: Class 47 contains 19861 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5790 members 
Mstep: Class 51 contains 24351 members 
Mstep: Class 52 contains 16893 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774060.000000 Penalty: 175892.625000
Iteration 184Q: 54 clusters Score -6.477406e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14201 members 
Mstep: Class 3 contains 8927 members 
Mstep: Class 4 contains 2896 members 
Mstep: Class 5 contains 9615 members 
Mstep: Class 6 contains 25184 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14181 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 9795 members 
Mstep: Class 11 contains 5163 members 
Mstep: Class 12 contains 16255 members 
Mstep: Class 13 contains 3321 members 
Mstep: Class 14 contains 8434 members 
Mstep: Class 15 contains 11221 members 
Mstep: Class 16 contains 89828 members 
Mstep: Class 17 contains 3301 members 
Mstep: Class 18 contains 8404 members 
Mstep: Class 19 contains 10359 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6766 members 
Mstep: Class 23 contains 56114 members 
Mstep: Class 24 contains 2696 members 
Mstep: Class 25 contains 9032 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32951 members 
Mstep: Class 28 contains 27636 members 
Mstep: Class 29 contains 14363 members 
Mstep: Class 30 contains 13581 members 
Mstep: Class 31 contains 10454 members 
Mstep: Class 32 contains 13436 members 
Mstep: Class 33 contains 17160 members 
Mstep: Class 34 contains 11357 members 
Mstep: Class 35 contains 11356 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 28684 members 
Mstep: Class 39 contains 5216 members 
Mstep: Class 40 contains 12427 members 
Mstep: Class 41 contains 19816 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11229 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 15019 members 
Mstep: Class 47 contains 19862 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5791 members 
Mstep: Class 51 contains 24625 members 
Mstep: Class 52 contains 16894 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774072.000000 Penalty: 175892.625000
Iteration 185Q: 54 clusters Score -6.477407e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14190 members 
Mstep: Class 3 contains 8919 members 
Mstep: Class 4 contains 2892 members 
Mstep: Class 5 contains 9615 members 
Mstep: Class 6 contains 25128 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14182 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 9792 members 
Mstep: Class 11 contains 5164 members 
Mstep: Class 12 contains 16244 members 
Mstep: Class 13 contains 3321 members 
Mstep: Class 14 contains 8434 members 
Mstep: Class 15 contains 11229 members 
Mstep: Class 16 contains 89828 members 
Mstep: Class 17 contains 3301 members 
Mstep: Class 18 contains 8404 members 
Mstep: Class 19 contains 10363 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6766 members 
Mstep: Class 23 contains 56098 members 
Mstep: Class 24 contains 2699 members 
Mstep: Class 25 contains 9028 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32859 members 
Mstep: Class 28 contains 27645 members 
Mstep: Class 29 contains 14368 members 
Mstep: Class 30 contains 13583 members 
Mstep: Class 31 contains 10447 members 
Mstep: Class 32 contains 13437 members 
Mstep: Class 33 contains 17168 members 
Mstep: Class 34 contains 11349 members 
Mstep: Class 35 contains 11374 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 28602 members 
Mstep: Class 39 contains 5216 members 
Mstep: Class 40 contains 12422 members 
Mstep: Class 41 contains 19817 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11230 members 
Mstep: Class 45 contains 2262 members 
Mstep: Class 46 contains 15020 members 
Mstep: Class 47 contains 19862 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5790 members 
Mstep: Class 51 contains 24872 members 
Mstep: Class 52 contains 16893 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774072.000000 Penalty: 175892.625000
Iteration 186Q: 54 clusters Score -6.477407e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14182 members 
Mstep: Class 3 contains 8913 members 
Mstep: Class 4 contains 2887 members 
Mstep: Class 5 contains 9615 members 
Mstep: Class 6 contains 25062 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14184 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 9794 members 
Mstep: Class 11 contains 5167 members 
Mstep: Class 12 contains 16218 members 
Mstep: Class 13 contains 3321 members 
Mstep: Class 14 contains 8434 members 
Mstep: Class 15 contains 11243 members 
Mstep: Class 16 contains 89828 members 
Mstep: Class 17 contains 3301 members 
Mstep: Class 18 contains 8404 members 
Mstep: Class 19 contains 10368 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6766 members 
Mstep: Class 23 contains 56066 members 
Mstep: Class 24 contains 2698 members 
Mstep: Class 25 contains 9016 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32785 members 
Mstep: Class 28 contains 27648 members 
Mstep: Class 29 contains 14373 members 
Mstep: Class 30 contains 13587 members 
Mstep: Class 31 contains 10446 members 
Mstep: Class 32 contains 13440 members 
Mstep: Class 33 contains 17169 members 
Mstep: Class 34 contains 11340 members 
Mstep: Class 35 contains 11388 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 28531 members 
Mstep: Class 39 contains 5216 members 
Mstep: Class 40 contains 12422 members 
Mstep: Class 41 contains 19815 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11230 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15020 members 
Mstep: Class 47 contains 19863 members 
Mstep: Class 48 contains 4457 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5791 members 
Mstep: Class 51 contains 25128 members 
Mstep: Class 52 contains 16892 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774116.000000 Penalty: 175892.625000
Iteration 187Q: 54 clusters Score -6.477412e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14170 members 
Mstep: Class 3 contains 8912 members 
Mstep: Class 4 contains 2886 members 
Mstep: Class 5 contains 9615 members 
Mstep: Class 6 contains 24997 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14187 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 9801 members 
Mstep: Class 11 contains 5171 members 
Mstep: Class 12 contains 16200 members 
Mstep: Class 13 contains 3322 members 
Mstep: Class 14 contains 8434 members 
Mstep: Class 15 contains 11250 members 
Mstep: Class 16 contains 89829 members 
Mstep: Class 17 contains 3301 members 
Mstep: Class 18 contains 8404 members 
Mstep: Class 19 contains 10369 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6767 members 
Mstep: Class 23 contains 56043 members 
Mstep: Class 24 contains 2696 members 
Mstep: Class 25 contains 9011 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32722 members 
Mstep: Class 28 contains 27653 members 
Mstep: Class 29 contains 14378 members 
Mstep: Class 30 contains 13586 members 
Mstep: Class 31 contains 10443 members 
Mstep: Class 32 contains 13441 members 
Mstep: Class 33 contains 17173 members 
Mstep: Class 34 contains 11336 members 
Mstep: Class 35 contains 11398 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 28450 members 
Mstep: Class 39 contains 5216 members 
Mstep: Class 40 contains 12422 members 
Mstep: Class 41 contains 19817 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11235 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15019 members 
Mstep: Class 47 contains 19862 members 
Mstep: Class 48 contains 4457 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5790 members 
Mstep: Class 51 contains 25349 members 
Mstep: Class 52 contains 16895 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774092.000000 Penalty: 175892.625000
Iteration 188Q: 54 clusters Score -6.477409e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14163 members 
Mstep: Class 3 contains 8909 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 9615 members 
Mstep: Class 6 contains 24940 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14183 members 
Mstep: Class 9 contains 5163 members 
Mstep: Class 10 contains 9806 members 
Mstep: Class 11 contains 5173 members 
Mstep: Class 12 contains 16178 members 
Mstep: Class 13 contains 3322 members 
Mstep: Class 14 contains 8434 members 
Mstep: Class 15 contains 11258 members 
Mstep: Class 16 contains 89831 members 
Mstep: Class 17 contains 3301 members 
Mstep: Class 18 contains 8404 members 
Mstep: Class 19 contains 10372 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6768 members 
Mstep: Class 23 contains 56039 members 
Mstep: Class 24 contains 2698 members 
Mstep: Class 25 contains 9008 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32673 members 
Mstep: Class 28 contains 27658 members 
Mstep: Class 29 contains 14378 members 
Mstep: Class 30 contains 13587 members 
Mstep: Class 31 contains 10439 members 
Mstep: Class 32 contains 13441 members 
Mstep: Class 33 contains 17173 members 
Mstep: Class 34 contains 11332 members 
Mstep: Class 35 contains 11408 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 28379 members 
Mstep: Class 39 contains 5216 members 
Mstep: Class 40 contains 12422 members 
Mstep: Class 41 contains 19816 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11235 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15019 members 
Mstep: Class 47 contains 19866 members 
Mstep: Class 48 contains 4459 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5791 members 
Mstep: Class 51 contains 25525 members 
Mstep: Class 52 contains 16900 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774168.000000 Penalty: 175892.625000
Iteration 189Q: 54 clusters Score -6.477417e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14154 members 
Mstep: Class 3 contains 8904 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 9615 members 
Mstep: Class 6 contains 24887 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14182 members 
Mstep: Class 9 contains 5165 members 
Mstep: Class 10 contains 9808 members 
Mstep: Class 11 contains 5174 members 
Mstep: Class 12 contains 16159 members 
Mstep: Class 13 contains 3323 members 
Mstep: Class 14 contains 8434 members 
Mstep: Class 15 contains 11267 members 
Mstep: Class 16 contains 89833 members 
Mstep: Class 17 contains 3301 members 
Mstep: Class 18 contains 8404 members 
Mstep: Class 19 contains 10373 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6767 members 
Mstep: Class 23 contains 56024 members 
Mstep: Class 24 contains 2699 members 
Mstep: Class 25 contains 9000 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32637 members 
Mstep: Class 28 contains 27663 members 
Mstep: Class 29 contains 14389 members 
Mstep: Class 30 contains 13589 members 
Mstep: Class 31 contains 10439 members 
Mstep: Class 32 contains 13441 members 
Mstep: Class 33 contains 17177 members 
Mstep: Class 34 contains 11332 members 
Mstep: Class 35 contains 11420 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 28326 members 
Mstep: Class 39 contains 5216 members 
Mstep: Class 40 contains 12421 members 
Mstep: Class 41 contains 19813 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11234 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15020 members 
Mstep: Class 47 contains 19869 members 
Mstep: Class 48 contains 4459 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5791 members 
Mstep: Class 51 contains 25677 members 
Mstep: Class 52 contains 16896 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774192.000000 Penalty: 175892.625000
Iteration 190Q: 54 clusters Score -6.477419e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14148 members 
Mstep: Class 3 contains 8902 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 9615 members 
Mstep: Class 6 contains 24839 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14181 members 
Mstep: Class 9 contains 5169 members 
Mstep: Class 10 contains 9809 members 
Mstep: Class 11 contains 5175 members 
Mstep: Class 12 contains 16144 members 
Mstep: Class 13 contains 3323 members 
Mstep: Class 14 contains 8434 members 
Mstep: Class 15 contains 11276 members 
Mstep: Class 16 contains 89834 members 
Mstep: Class 17 contains 3302 members 
Mstep: Class 18 contains 8403 members 
Mstep: Class 19 contains 10375 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6766 members 
Mstep: Class 23 contains 56017 members 
Mstep: Class 24 contains 2701 members 
Mstep: Class 25 contains 8999 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32596 members 
Mstep: Class 28 contains 27672 members 
Mstep: Class 29 contains 14390 members 
Mstep: Class 30 contains 13596 members 
Mstep: Class 31 contains 10441 members 
Mstep: Class 32 contains 13439 members 
Mstep: Class 33 contains 17179 members 
Mstep: Class 34 contains 11328 members 
Mstep: Class 35 contains 11431 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 28278 members 
Mstep: Class 39 contains 5216 members 
Mstep: Class 40 contains 12418 members 
Mstep: Class 41 contains 19814 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11233 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15020 members 
Mstep: Class 47 contains 19872 members 
Mstep: Class 48 contains 4460 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5793 members 
Mstep: Class 51 contains 25798 members 
Mstep: Class 52 contains 16896 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774164.000000 Penalty: 175892.625000
Iteration 191Q: 54 clusters Score -6.477416e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14144 members 
Mstep: Class 3 contains 8901 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 9615 members 
Mstep: Class 6 contains 24784 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14180 members 
Mstep: Class 9 contains 5169 members 
Mstep: Class 10 contains 9812 members 
Mstep: Class 11 contains 5176 members 
Mstep: Class 12 contains 16136 members 
Mstep: Class 13 contains 3324 members 
Mstep: Class 14 contains 8434 members 
Mstep: Class 15 contains 11278 members 
Mstep: Class 16 contains 89836 members 
Mstep: Class 17 contains 3302 members 
Mstep: Class 18 contains 8402 members 
Mstep: Class 19 contains 10377 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6766 members 
Mstep: Class 23 contains 56026 members 
Mstep: Class 24 contains 2702 members 
Mstep: Class 25 contains 8997 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32555 members 
Mstep: Class 28 contains 27678 members 
Mstep: Class 29 contains 14389 members 
Mstep: Class 30 contains 13602 members 
Mstep: Class 31 contains 10443 members 
Mstep: Class 32 contains 13438 members 
Mstep: Class 33 contains 17184 members 
Mstep: Class 34 contains 11326 members 
Mstep: Class 35 contains 11434 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 28233 members 
Mstep: Class 39 contains 5215 members 
Mstep: Class 40 contains 12415 members 
Mstep: Class 41 contains 19815 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11234 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15019 members 
Mstep: Class 47 contains 19874 members 
Mstep: Class 48 contains 4461 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5795 members 
Mstep: Class 51 contains 25916 members 
Mstep: Class 52 contains 16895 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774164.000000 Penalty: 175892.625000
Iteration 192Q: 54 clusters Score -6.477416e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14144 members 
Mstep: Class 3 contains 8899 members 
Mstep: Class 4 contains 2886 members 
Mstep: Class 5 contains 9616 members 
Mstep: Class 6 contains 24744 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14181 members 
Mstep: Class 9 contains 5171 members 
Mstep: Class 10 contains 9811 members 
Mstep: Class 11 contains 5176 members 
Mstep: Class 12 contains 16131 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 8434 members 
Mstep: Class 15 contains 11283 members 
Mstep: Class 16 contains 89834 members 
Mstep: Class 17 contains 3302 members 
Mstep: Class 18 contains 8402 members 
Mstep: Class 19 contains 10377 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6767 members 
Mstep: Class 23 contains 56027 members 
Mstep: Class 24 contains 2701 members 
Mstep: Class 25 contains 8999 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32514 members 
Mstep: Class 28 contains 27692 members 
Mstep: Class 29 contains 14391 members 
Mstep: Class 30 contains 13603 members 
Mstep: Class 31 contains 10442 members 
Mstep: Class 32 contains 13435 members 
Mstep: Class 33 contains 17185 members 
Mstep: Class 34 contains 11323 members 
Mstep: Class 35 contains 11445 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 28183 members 
Mstep: Class 39 contains 5213 members 
Mstep: Class 40 contains 12412 members 
Mstep: Class 41 contains 19812 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11235 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15020 members 
Mstep: Class 47 contains 19875 members 
Mstep: Class 48 contains 4462 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5794 members 
Mstep: Class 51 contains 26024 members 
Mstep: Class 52 contains 16897 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774176.000000 Penalty: 175892.625000
Iteration 193Q: 54 clusters Score -6.477418e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14142 members 
Mstep: Class 3 contains 8900 members 
Mstep: Class 4 contains 2887 members 
Mstep: Class 5 contains 9617 members 
Mstep: Class 6 contains 24707 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14180 members 
Mstep: Class 9 contains 5171 members 
Mstep: Class 10 contains 9814 members 
Mstep: Class 11 contains 5176 members 
Mstep: Class 12 contains 16125 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 8434 members 
Mstep: Class 15 contains 11287 members 
Mstep: Class 16 contains 89835 members 
Mstep: Class 17 contains 3302 members 
Mstep: Class 18 contains 8401 members 
Mstep: Class 19 contains 10377 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6768 members 
Mstep: Class 23 contains 56019 members 
Mstep: Class 24 contains 2700 members 
Mstep: Class 25 contains 8996 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32475 members 
Mstep: Class 28 contains 27702 members 
Mstep: Class 29 contains 14393 members 
Mstep: Class 30 contains 13606 members 
Mstep: Class 31 contains 10441 members 
Mstep: Class 32 contains 13435 members 
Mstep: Class 33 contains 17184 members 
Mstep: Class 34 contains 11322 members 
Mstep: Class 35 contains 11455 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 28145 members 
Mstep: Class 39 contains 5209 members 
Mstep: Class 40 contains 12412 members 
Mstep: Class 41 contains 19812 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11233 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15020 members 
Mstep: Class 47 contains 19881 members 
Mstep: Class 48 contains 4462 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5793 members 
Mstep: Class 51 contains 26126 members 
Mstep: Class 52 contains 16897 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774204.000000 Penalty: 175892.625000
Iteration 194Q: 54 clusters Score -6.47742e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14143 members 
Mstep: Class 3 contains 8898 members 
Mstep: Class 4 contains 2887 members 
Mstep: Class 5 contains 9617 members 
Mstep: Class 6 contains 24680 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14180 members 
Mstep: Class 9 contains 5169 members 
Mstep: Class 10 contains 9810 members 
Mstep: Class 11 contains 5176 members 
Mstep: Class 12 contains 16118 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11288 members 
Mstep: Class 16 contains 89836 members 
Mstep: Class 17 contains 3304 members 
Mstep: Class 18 contains 8401 members 
Mstep: Class 19 contains 10377 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6769 members 
Mstep: Class 23 contains 56009 members 
Mstep: Class 24 contains 2700 members 
Mstep: Class 25 contains 8995 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32444 members 
Mstep: Class 28 contains 27707 members 
Mstep: Class 29 contains 14394 members 
Mstep: Class 30 contains 13611 members 
Mstep: Class 31 contains 10441 members 
Mstep: Class 32 contains 13435 members 
Mstep: Class 33 contains 17186 members 
Mstep: Class 34 contains 11321 members 
Mstep: Class 35 contains 11464 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 28116 members 
Mstep: Class 39 contains 5202 members 
Mstep: Class 40 contains 12410 members 
Mstep: Class 41 contains 19814 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11233 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15019 members 
Mstep: Class 47 contains 19890 members 
Mstep: Class 48 contains 4462 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5793 members 
Mstep: Class 51 contains 26210 members 
Mstep: Class 52 contains 16897 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774320.000000 Penalty: 175892.625000
Iteration 195Q: 54 clusters Score -6.477432e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14142 members 
Mstep: Class 3 contains 8894 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 9618 members 
Mstep: Class 6 contains 24657 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14181 members 
Mstep: Class 9 contains 5168 members 
Mstep: Class 10 contains 9810 members 
Mstep: Class 11 contains 5178 members 
Mstep: Class 12 contains 16116 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11289 members 
Mstep: Class 16 contains 89836 members 
Mstep: Class 17 contains 3304 members 
Mstep: Class 18 contains 8401 members 
Mstep: Class 19 contains 10378 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6769 members 
Mstep: Class 23 contains 56009 members 
Mstep: Class 24 contains 2703 members 
Mstep: Class 25 contains 8995 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32410 members 
Mstep: Class 28 contains 27713 members 
Mstep: Class 29 contains 14394 members 
Mstep: Class 30 contains 13616 members 
Mstep: Class 31 contains 10440 members 
Mstep: Class 32 contains 13436 members 
Mstep: Class 33 contains 17188 members 
Mstep: Class 34 contains 11321 members 
Mstep: Class 35 contains 11468 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 28083 members 
Mstep: Class 39 contains 5199 members 
Mstep: Class 40 contains 12411 members 
Mstep: Class 41 contains 19811 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11234 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15018 members 
Mstep: Class 47 contains 19895 members 
Mstep: Class 48 contains 4462 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5794 members 
Mstep: Class 51 contains 26281 members 
Mstep: Class 52 contains 16899 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774160.000000 Penalty: 175892.625000
Iteration 196Q: 54 clusters Score -6.477416e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14140 members 
Mstep: Class 3 contains 8896 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 9619 members 
Mstep: Class 6 contains 24636 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14180 members 
Mstep: Class 9 contains 5168 members 
Mstep: Class 10 contains 9808 members 
Mstep: Class 11 contains 5180 members 
Mstep: Class 12 contains 16113 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11289 members 
Mstep: Class 16 contains 89836 members 
Mstep: Class 17 contains 3304 members 
Mstep: Class 18 contains 8401 members 
Mstep: Class 19 contains 10378 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6769 members 
Mstep: Class 23 contains 55998 members 
Mstep: Class 24 contains 2705 members 
Mstep: Class 25 contains 8994 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32386 members 
Mstep: Class 28 contains 27717 members 
Mstep: Class 29 contains 14394 members 
Mstep: Class 30 contains 13621 members 
Mstep: Class 31 contains 10440 members 
Mstep: Class 32 contains 13436 members 
Mstep: Class 33 contains 17194 members 
Mstep: Class 34 contains 11321 members 
Mstep: Class 35 contains 11469 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 28063 members 
Mstep: Class 39 contains 5195 members 
Mstep: Class 40 contains 12411 members 
Mstep: Class 41 contains 19812 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11233 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15018 members 
Mstep: Class 47 contains 19902 members 
Mstep: Class 48 contains 4463 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5794 members 
Mstep: Class 51 contains 26339 members 
Mstep: Class 52 contains 16899 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774204.000000 Penalty: 175892.625000
Iteration 197Q: 54 clusters Score -6.47742e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14137 members 
Mstep: Class 3 contains 8889 members 
Mstep: Class 4 contains 2886 members 
Mstep: Class 5 contains 9619 members 
Mstep: Class 6 contains 24625 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14177 members 
Mstep: Class 9 contains 5167 members 
Mstep: Class 10 contains 9807 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 16110 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11293 members 
Mstep: Class 16 contains 89835 members 
Mstep: Class 17 contains 3304 members 
Mstep: Class 18 contains 8401 members 
Mstep: Class 19 contains 10379 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6768 members 
Mstep: Class 23 contains 55980 members 
Mstep: Class 24 contains 2712 members 
Mstep: Class 25 contains 8993 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32367 members 
Mstep: Class 28 contains 27722 members 
Mstep: Class 29 contains 14396 members 
Mstep: Class 30 contains 13633 members 
Mstep: Class 31 contains 10442 members 
Mstep: Class 32 contains 13436 members 
Mstep: Class 33 contains 17192 members 
Mstep: Class 34 contains 11320 members 
Mstep: Class 35 contains 11475 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 28043 members 
Mstep: Class 39 contains 5195 members 
Mstep: Class 40 contains 12410 members 
Mstep: Class 41 contains 19815 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11235 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15017 members 
Mstep: Class 47 contains 19904 members 
Mstep: Class 48 contains 4463 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5794 members 
Mstep: Class 51 contains 26388 members 
Mstep: Class 52 contains 16898 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774180.000000 Penalty: 175892.625000
Iteration 198Q: 54 clusters Score -6.477418e+07 nChanged 115
Entering ConstructFrom: 
Score: -64774180.000000 Penalty: 175892.625000
Entering ConstructFrom: 
Trying to split cluster 1 (3056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Entering Unmasked Estep 
Score: -333942.125000 Penalty: 1990.165894
	Iteration 0F: 2 clusters Score -333942.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -330638.531250 Penalty: 3980.331787
	Iteration 0F: 3 clusters Score -330638.5 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -331280.968750 Penalty: 3980.331787
	Iteration 1F: 3 clusters Score -331281 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -331458.531250 Penalty: 3980.331787
	Iteration 2F: 3 clusters Score -331458.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -331567.906250 Penalty: 3980.331787
	Iteration 3Q: 3 clusters Score -331567.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -331641.843750 Penalty: 3980.331787
	Iteration 4Q: 3 clusters Score -331641.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -331701.593750 Penalty: 3980.331787
	Iteration 5Q: 3 clusters Score -331701.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -331747.437500 Penalty: 3980.331787
	Iteration 6Q: 3 clusters Score -331747.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -331777.406250 Penalty: 3980.331787
	Iteration 7Q: 3 clusters Score -331777.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -331793.500000 Penalty: 3980.331787
	Iteration 8Q: 3 clusters Score -331793.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -331800.031250 Penalty: 3980.331787
	Iteration 9Q: 3 clusters Score -331800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -331806.843750 Penalty: 3980.331787
	Iteration 10Q: 3 clusters Score -331806.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -331814.375000 Penalty: 3980.331787
	Iteration 11Q: 3 clusters Score -331814.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -331822.906250 Penalty: 3980.331787
	Iteration 12Q: 3 clusters Score -331822.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -331827.718750 Penalty: 3980.331787
	Iteration 13Q: 3 clusters Score -331827.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -331831.500000 Penalty: 3980.331787
	Iteration 14Q: 3 clusters Score -331831.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -331833.718750 Penalty: 3980.331787
	Iteration 15Q: 3 clusters Score -331833.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -331837.531250 Penalty: 3980.331787
	Iteration 16Q: 3 clusters Score -331837.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -331840.562500 Penalty: 3980.331787
	Iteration 17Q: 3 clusters Score -331840.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -331848.125000 Penalty: 3980.331787
	Iteration 18Q: 3 clusters Score -331848.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -331854.125000 Penalty: 3980.331787
	Iteration 19Q: 3 clusters Score -331854.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -331858.593750 Penalty: 3980.331787
	Iteration 20F: 3 clusters Score -331858.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -331867.125000 Penalty: 3980.331787
	Iteration 21Q: 3 clusters Score -331867.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -331876.281250 Penalty: 3980.331787
	Iteration 22Q: 3 clusters Score -331876.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -331887.062500 Penalty: 3980.331787
	Iteration 23Q: 3 clusters Score -331887.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -331896.406250 Penalty: 3980.331787
	Iteration 24Q: 3 clusters Score -331896.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -331902.875000 Penalty: 3980.331787
	Iteration 25Q: 3 clusters Score -331902.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -331908.937500 Penalty: 3980.331787
	Iteration 26Q: 3 clusters Score -331908.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -331912.687500 Penalty: 3980.331787
	Iteration 27Q: 3 clusters Score -331912.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -331913.750000 Penalty: 3980.331787
	Iteration 28Q: 3 clusters Score -331913.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -331914.437500 Penalty: 3980.331787
	Iteration 29Q: 3 clusters Score -331914.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -331914.437500 Penalty: 3980.331787
	Iteration 30F: 3 clusters Score -331914.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Entering Unmasked Estep 
Score: -1191848.500000 Penalty: 2369.971924
	Iteration 0F: 2 clusters Score -1191848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1181517.625000 Penalty: 4739.943848
	Iteration 0F: 3 clusters Score -1181518 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1185165.125000 Penalty: 4739.943848
	Iteration 1F: 3 clusters Score -1185165 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1185878.875000 Penalty: 4739.943848
	Iteration 2F: 3 clusters Score -1185879 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1186502.125000 Penalty: 4739.943848
	Iteration 3F: 3 clusters Score -1186502 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1186996.000000 Penalty: 4739.943848
	Iteration 4F: 3 clusters Score -1186996 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1187413.875000 Penalty: 4739.943848
	Iteration 5F: 3 clusters Score -1187414 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1187821.500000 Penalty: 4739.943848
	Iteration 6Q: 3 clusters Score -1187822 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1188158.375000 Penalty: 4739.943848
	Iteration 7Q: 3 clusters Score -1188158 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1188422.500000 Penalty: 4739.943848
	Iteration 8Q: 3 clusters Score -1188422 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1188617.375000 Penalty: 4739.943848
	Iteration 9Q: 3 clusters Score -1188617 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1188769.500000 Penalty: 4739.943848
	Iteration 10Q: 3 clusters Score -1188770 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1188897.125000 Penalty: 4739.943848
	Iteration 11Q: 3 clusters Score -1188897 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1188992.125000 Penalty: 4739.943848
	Iteration 12Q: 3 clusters Score -1188992 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1189064.375000 Penalty: 4739.943848
	Iteration 13Q: 3 clusters Score -1189064 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1189139.750000 Penalty: 4739.943848
	Iteration 14Q: 3 clusters Score -1189140 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1189221.125000 Penalty: 4739.943848
	Iteration 15Q: 3 clusters Score -1189221 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1189285.625000 Penalty: 4739.943848
	Iteration 16Q: 3 clusters Score -1189286 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1189340.875000 Penalty: 4739.943848
	Iteration 17Q: 3 clusters Score -1189341 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1189385.000000 Penalty: 4739.943848
	Iteration 18Q: 3 clusters Score -1189385 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1189416.125000 Penalty: 4739.943848
	Iteration 19Q: 3 clusters Score -1189416 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1189444.500000 Penalty: 4739.943848
	Iteration 20F: 3 clusters Score -1189444 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1189473.625000 Penalty: 4739.943848
	Iteration 21Q: 3 clusters Score -1189474 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1189509.125000 Penalty: 4739.943848
	Iteration 22Q: 3 clusters Score -1189509 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1189539.125000 Penalty: 4739.943848
	Iteration 23Q: 3 clusters Score -1189539 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1189568.000000 Penalty: 4739.943848
	Iteration 24Q: 3 clusters Score -1189568 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1189591.250000 Penalty: 4739.943848
	Iteration 25Q: 3 clusters Score -1189591 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1189620.625000 Penalty: 4739.943848
	Iteration 26Q: 3 clusters Score -1189621 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1189652.750000 Penalty: 4739.943848
	Iteration 27Q: 3 clusters Score -1189653 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1189685.875000 Penalty: 4739.943848
	Iteration 28Q: 3 clusters Score -1189686 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1189725.125000 Penalty: 4739.943848
	Iteration 29Q: 3 clusters Score -1189725 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1189762.625000 Penalty: 4739.943848
	Iteration 30Q: 3 clusters Score -1189763 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1189811.625000 Penalty: 4739.943848
	Iteration 31Q: 3 clusters Score -1189812 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1189873.125000 Penalty: 4739.943848
	Iteration 32Q: 3 clusters Score -1189873 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1189937.750000 Penalty: 4739.943848
	Iteration 33Q: 3 clusters Score -1189938 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1189984.375000 Penalty: 4739.943848
	Iteration 34Q: 3 clusters Score -1189984 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1190025.750000 Penalty: 4739.943848
	Iteration 35Q: 3 clusters Score -1190026 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1190061.500000 Penalty: 4739.943848
	Iteration 36Q: 3 clusters Score -1190062 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1190100.375000 Penalty: 4739.943848
	Iteration 37Q: 3 clusters Score -1190100 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1190132.625000 Penalty: 4739.943848
	Iteration 38Q: 3 clusters Score -1190133 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1190161.000000 Penalty: 4739.943848
	Iteration 39Q: 3 clusters Score -1190161 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1190194.875000 Penalty: 4739.943848
	Iteration 40F: 3 clusters Score -1190195 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1190220.250000 Penalty: 4739.943848
	Iteration 41Q: 3 clusters Score -1190220 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1190240.875000 Penalty: 4739.943848
	Iteration 42Q: 3 clusters Score -1190241 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1190263.875000 Penalty: 4739.943848
	Iteration 43Q: 3 clusters Score -1190264 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1190281.375000 Penalty: 4739.943848
	Iteration 44Q: 3 clusters Score -1190281 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1190292.750000 Penalty: 4739.943848
	Iteration 45Q: 3 clusters Score -1190293 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1190310.125000 Penalty: 4739.943848
	Iteration 46Q: 3 clusters Score -1190310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1190315.625000 Penalty: 4739.943848
	Iteration 47Q: 3 clusters Score -1190316 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1190325.625000 Penalty: 4739.943848
	Iteration 48Q: 3 clusters Score -1190326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1190337.875000 Penalty: 4739.943848
	Iteration 49Q: 3 clusters Score -1190338 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1190353.125000 Penalty: 4739.943848
	Iteration 50Q: 3 clusters Score -1190353 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1190369.875000 Penalty: 4739.943848
	Iteration 51Q: 3 clusters Score -1190370 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1190378.625000 Penalty: 4739.943848
	Iteration 52Q: 3 clusters Score -1190379 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1190393.250000 Penalty: 4739.943848
	Iteration 53Q: 3 clusters Score -1190393 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1190410.125000 Penalty: 4739.943848
	Iteration 54Q: 3 clusters Score -1190410 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1190421.375000 Penalty: 4739.943848
	Iteration 55Q: 3 clusters Score -1190421 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1190436.500000 Penalty: 4739.943848
	Iteration 56Q: 3 clusters Score -1190436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1190450.000000 Penalty: 4739.943848
	Iteration 57Q: 3 clusters Score -1190450 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1190460.500000 Penalty: 4739.943848
	Iteration 58Q: 3 clusters Score -1190460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1190467.500000 Penalty: 4739.943848
	Iteration 59Q: 3 clusters Score -1190468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1190470.000000 Penalty: 4739.943848
	Iteration 60F: 3 clusters Score -1190470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1190472.750000 Penalty: 4739.943848
	Iteration 61Q: 3 clusters Score -1190473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1190473.750000 Penalty: 4739.943848
	Iteration 62Q: 3 clusters Score -1190474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1190476.250000 Penalty: 4739.943848
	Iteration 63Q: 3 clusters Score -1190476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1190479.625000 Penalty: 4739.943848
	Iteration 64Q: 3 clusters Score -1190480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1190481.500000 Penalty: 4739.943848
	Iteration 65Q: 3 clusters Score -1190482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1190484.250000 Penalty: 4739.943848
	Iteration 66Q: 3 clusters Score -1190484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1190486.500000 Penalty: 4739.943848
	Iteration 67Q: 3 clusters Score -1190486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1190486.125000 Penalty: 4739.943848
	Iteration 68Q: 3 clusters Score -1190486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1190489.000000 Penalty: 4739.943848
	Iteration 69Q: 3 clusters Score -1190489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1190490.375000 Penalty: 4739.943848
	Iteration 70Q: 3 clusters Score -1190490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1190493.000000 Penalty: 4739.943848
	Iteration 71Q: 3 clusters Score -1190493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1190495.250000 Penalty: 4739.943848
	Iteration 72Q: 3 clusters Score -1190495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1190498.250000 Penalty: 4739.943848
	Iteration 73Q: 3 clusters Score -1190498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1190507.625000 Penalty: 4739.943848
	Iteration 74Q: 3 clusters Score -1190508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1190515.875000 Penalty: 4739.943848
	Iteration 75Q: 3 clusters Score -1190516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1190524.250000 Penalty: 4739.943848
	Iteration 76Q: 3 clusters Score -1190524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1190526.125000 Penalty: 4739.943848
	Iteration 77Q: 3 clusters Score -1190526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1190533.750000 Penalty: 4739.943848
	Iteration 78Q: 3 clusters Score -1190534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1190534.500000 Penalty: 4739.943848
	Iteration 79Q: 3 clusters Score -1190534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1190545.625000 Penalty: 4739.943848
	Iteration 80F: 3 clusters Score -1190546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1190552.375000 Penalty: 4739.943848
	Iteration 81Q: 3 clusters Score -1190552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1190562.750000 Penalty: 4739.943848
	Iteration 82Q: 3 clusters Score -1190563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1190571.125000 Penalty: 4739.943848
	Iteration 83Q: 3 clusters Score -1190571 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1190575.250000 Penalty: 4739.943848
	Iteration 84Q: 3 clusters Score -1190575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1190580.875000 Penalty: 4739.943848
	Iteration 85Q: 3 clusters Score -1190581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1190588.500000 Penalty: 4739.943848
	Iteration 86Q: 3 clusters Score -1190588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1190591.250000 Penalty: 4739.943848
	Iteration 87Q: 3 clusters Score -1190591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1190604.750000 Penalty: 4739.943848
	Iteration 88Q: 3 clusters Score -1190605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1190613.625000 Penalty: 4739.943848
	Iteration 89Q: 3 clusters Score -1190614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1190620.000000 Penalty: 4739.943848
	Iteration 90Q: 3 clusters Score -1190620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1190628.625000 Penalty: 4739.943848
	Iteration 91Q: 3 clusters Score -1190629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1190635.375000 Penalty: 4739.943848
	Iteration 92Q: 3 clusters Score -1190635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1190637.625000 Penalty: 4739.943848
	Iteration 93Q: 3 clusters Score -1190638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1190648.250000 Penalty: 4739.943848
	Iteration 94Q: 3 clusters Score -1190648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1190662.250000 Penalty: 4739.943848
	Iteration 95Q: 3 clusters Score -1190662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1190680.875000 Penalty: 4739.943848
	Iteration 96Q: 3 clusters Score -1190681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1190696.625000 Penalty: 4739.943848
	Iteration 97Q: 3 clusters Score -1190697 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1190707.875000 Penalty: 4739.943848
	Iteration 98Q: 3 clusters Score -1190708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1190722.250000 Penalty: 4739.943848
	Iteration 99Q: 3 clusters Score -1190722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1190725.125000 Penalty: 4739.943848
	Iteration 100F: 3 clusters Score -1190725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1190727.000000 Penalty: 4739.943848
	Iteration 101Q: 3 clusters Score -1190727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1190731.250000 Penalty: 4739.943848
	Iteration 102Q: 3 clusters Score -1190731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1190730.250000 Penalty: 4739.943848
	Iteration 103Q: 3 clusters Score -1190730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1190729.875000 Penalty: 4739.943848
	Iteration 104Q: 3 clusters Score -1190730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1190729.125000 Penalty: 4739.943848
	Iteration 105Q: 3 clusters Score -1190729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1190730.000000 Penalty: 4739.943848
	Iteration 106Q: 3 clusters Score -1190730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1190730.000000 Penalty: 4739.943848
	Iteration 107F: 3 clusters Score -1190730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Entering Unmasked Estep 
Score: -880961.062500 Penalty: 2254.901611
	Iteration 0F: 2 clusters Score -880961.1 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 4474 members 
Entering Unmasked Estep 
Score: -874087.437500 Penalty: 4509.803223
	Iteration 0F: 3 clusters Score -874087.4 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -876230.187500 Penalty: 4509.803223
	Iteration 1F: 3 clusters Score -876230.2 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -876638.375000 Penalty: 4509.803223
	Iteration 2F: 3 clusters Score -876638.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -876974.250000 Penalty: 4509.803223
	Iteration 3F: 3 clusters Score -876974.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -877261.562500 Penalty: 4509.803223
	Iteration 4F: 3 clusters Score -877261.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -877500.125000 Penalty: 4509.803223
	Iteration 5Q: 3 clusters Score -877500.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -877688.187500 Penalty: 4509.803223
	Iteration 6Q: 3 clusters Score -877688.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -877844.937500 Penalty: 4509.803223
	Iteration 7Q: 3 clusters Score -877844.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -877985.875000 Penalty: 4509.803223
	Iteration 8Q: 3 clusters Score -877985.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -878113.187500 Penalty: 4509.803223
	Iteration 9Q: 3 clusters Score -878113.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -878217.500000 Penalty: 4509.803223
	Iteration 10Q: 3 clusters Score -878217.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -878333.937500 Penalty: 4509.803223
	Iteration 11Q: 3 clusters Score -878333.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -878454.375000 Penalty: 4509.803223
	Iteration 12Q: 3 clusters Score -878454.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -878566.562500 Penalty: 4509.803223
	Iteration 13Q: 3 clusters Score -878566.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -878665.750000 Penalty: 4509.803223
	Iteration 14Q: 3 clusters Score -878665.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -878761.562500 Penalty: 4509.803223
	Iteration 15Q: 3 clusters Score -878761.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -878844.687500 Penalty: 4509.803223
	Iteration 16Q: 3 clusters Score -878844.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -878931.437500 Penalty: 4509.803223
	Iteration 17Q: 3 clusters Score -878931.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -879023.937500 Penalty: 4509.803223
	Iteration 18Q: 3 clusters Score -879023.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -879156.625000 Penalty: 4509.803223
	Iteration 19Q: 3 clusters Score -879156.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -879298.875000 Penalty: 4509.803223
	Iteration 20F: 3 clusters Score -879298.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -879446.812500 Penalty: 4509.803223
	Iteration 21Q: 3 clusters Score -879446.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -879599.437500 Penalty: 4509.803223
	Iteration 22Q: 3 clusters Score -879599.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -879748.250000 Penalty: 4509.803223
	Iteration 23Q: 3 clusters Score -879748.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -879878.250000 Penalty: 4509.803223
	Iteration 24Q: 3 clusters Score -879878.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -879984.312500 Penalty: 4509.803223
	Iteration 25Q: 3 clusters Score -879984.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -880047.937500 Penalty: 4509.803223
	Iteration 26Q: 3 clusters Score -880047.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -880089.812500 Penalty: 4509.803223
	Iteration 27Q: 3 clusters Score -880089.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -880124.875000 Penalty: 4509.803223
	Iteration 28Q: 3 clusters Score -880124.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -880156.750000 Penalty: 4509.803223
	Iteration 29Q: 3 clusters Score -880156.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -880193.250000 Penalty: 4509.803223
	Iteration 30Q: 3 clusters Score -880193.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -880219.500000 Penalty: 4509.803223
	Iteration 31Q: 3 clusters Score -880219.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -880233.875000 Penalty: 4509.803223
	Iteration 32Q: 3 clusters Score -880233.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -880243.375000 Penalty: 4509.803223
	Iteration 33Q: 3 clusters Score -880243.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -880254.000000 Penalty: 4509.803223
	Iteration 34Q: 3 clusters Score -880254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -880259.937500 Penalty: 4509.803223
	Iteration 35Q: 3 clusters Score -880259.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -880268.437500 Penalty: 4509.803223
	Iteration 36Q: 3 clusters Score -880268.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -880270.437500 Penalty: 4509.803223
	Iteration 37Q: 3 clusters Score -880270.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -880270.750000 Penalty: 4509.803223
	Iteration 38Q: 3 clusters Score -880270.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -880271.437500 Penalty: 4509.803223
	Iteration 39Q: 3 clusters Score -880271.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -880273.125000 Penalty: 4509.803223
	Iteration 40F: 3 clusters Score -880273.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -880274.562500 Penalty: 4509.803223
	Iteration 41Q: 3 clusters Score -880274.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -880274.312500 Penalty: 4509.803223
	Iteration 42Q: 3 clusters Score -880274.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -880274.312500 Penalty: 4509.803223
	Iteration 43F: 3 clusters Score -880274.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Entering Unmasked Estep 
Score: -287008.875000 Penalty: 1976.057373
	Iteration 0F: 2 clusters Score -287008.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -283807.562500 Penalty: 3952.114746
	Iteration 0F: 3 clusters Score -283807.6 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -284542.906250 Penalty: 3952.114746
	Iteration 1F: 3 clusters Score -284542.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -284773.312500 Penalty: 3952.114746
	Iteration 2F: 3 clusters Score -284773.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -284937.218750 Penalty: 3952.114746
	Iteration 3F: 3 clusters Score -284937.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -285044.750000 Penalty: 3952.114746
	Iteration 4Q: 3 clusters Score -285044.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -285118.875000 Penalty: 3952.114746
	Iteration 5Q: 3 clusters Score -285118.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -285168.812500 Penalty: 3952.114746
	Iteration 6Q: 3 clusters Score -285168.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -285202.093750 Penalty: 3952.114746
	Iteration 7Q: 3 clusters Score -285202.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -285229.593750 Penalty: 3952.114746
	Iteration 8Q: 3 clusters Score -285229.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -285261.937500 Penalty: 3952.114746
	Iteration 9Q: 3 clusters Score -285261.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -285287.437500 Penalty: 3952.114746
	Iteration 10Q: 3 clusters Score -285287.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -285311.625000 Penalty: 3952.114746
	Iteration 11Q: 3 clusters Score -285311.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -285330.343750 Penalty: 3952.114746
	Iteration 12Q: 3 clusters Score -285330.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -285344.437500 Penalty: 3952.114746
	Iteration 13Q: 3 clusters Score -285344.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -285360.500000 Penalty: 3952.114746
	Iteration 14Q: 3 clusters Score -285360.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -285377.781250 Penalty: 3952.114746
	Iteration 15Q: 3 clusters Score -285377.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -285395.812500 Penalty: 3952.114746
	Iteration 16Q: 3 clusters Score -285395.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -285408.062500 Penalty: 3952.114746
	Iteration 17Q: 3 clusters Score -285408.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -285421.250000 Penalty: 3952.114746
	Iteration 18Q: 3 clusters Score -285421.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -285433.312500 Penalty: 3952.114746
	Iteration 19Q: 3 clusters Score -285433.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -285440.468750 Penalty: 3952.114746
	Iteration 20F: 3 clusters Score -285440.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -285449.531250 Penalty: 3952.114746
	Iteration 21Q: 3 clusters Score -285449.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -285460.281250 Penalty: 3952.114746
	Iteration 22Q: 3 clusters Score -285460.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -285466.687500 Penalty: 3952.114746
	Iteration 23Q: 3 clusters Score -285466.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -285469.812500 Penalty: 3952.114746
	Iteration 24Q: 3 clusters Score -285469.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -285474.375000 Penalty: 3952.114746
	Iteration 25Q: 3 clusters Score -285474.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -285477.968750 Penalty: 3952.114746
	Iteration 26Q: 3 clusters Score -285478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -285480.437500 Penalty: 3952.114746
	Iteration 27Q: 3 clusters Score -285480.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -285481.968750 Penalty: 3952.114746
	Iteration 28Q: 3 clusters Score -285482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -285482.156250 Penalty: 3952.114746
	Iteration 29Q: 3 clusters Score -285482.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -285482.906250 Penalty: 3952.114746
	Iteration 30Q: 3 clusters Score -285482.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -285483.375000 Penalty: 3952.114746
	Iteration 31Q: 3 clusters Score -285483.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -285483.375000 Penalty: 3952.114746
	Iteration 32F: 3 clusters Score -285483.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Entering Unmasked Estep 
Score: -1028848.687500 Penalty: 2274.530762
	Iteration 0F: 2 clusters Score -1028849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1021472.625000 Penalty: 4549.061523
	Iteration 0F: 3 clusters Score -1021473 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1023755.250000 Penalty: 4549.061523
	Iteration 1F: 3 clusters Score -1023755 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1024174.000000 Penalty: 4549.061523
	Iteration 2F: 3 clusters Score -1024174 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1024555.312500 Penalty: 4549.061523
	Iteration 3F: 3 clusters Score -1024555 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1024952.312500 Penalty: 4549.061523
	Iteration 4F: 3 clusters Score -1024952 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1025334.375000 Penalty: 4549.061523
	Iteration 5F: 3 clusters Score -1025334 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1025748.125000 Penalty: 4549.061523
	Iteration 6F: 3 clusters Score -1025748 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1026113.187500 Penalty: 4549.061523
	Iteration 7F: 3 clusters Score -1026113 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1026411.312500 Penalty: 4549.061523
	Iteration 8Q: 3 clusters Score -1026411 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1026647.375000 Penalty: 4549.061523
	Iteration 9Q: 3 clusters Score -1026647 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1026849.937500 Penalty: 4549.061523
	Iteration 10Q: 3 clusters Score -1026850 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1027001.625000 Penalty: 4549.061523
	Iteration 11Q: 3 clusters Score -1027002 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1027138.062500 Penalty: 4549.061523
	Iteration 12Q: 3 clusters Score -1027138 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1027261.625000 Penalty: 4549.061523
	Iteration 13Q: 3 clusters Score -1027262 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1027341.250000 Penalty: 4549.061523
	Iteration 14Q: 3 clusters Score -1027341 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1027386.937500 Penalty: 4549.061523
	Iteration 15Q: 3 clusters Score -1027387 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1027409.875000 Penalty: 4549.061523
	Iteration 16Q: 3 clusters Score -1027410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1027423.687500 Penalty: 4549.061523
	Iteration 17Q: 3 clusters Score -1027424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1027431.500000 Penalty: 4549.061523
	Iteration 18Q: 3 clusters Score -1027432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1027436.250000 Penalty: 4549.061523
	Iteration 19Q: 3 clusters Score -1027436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1027445.750000 Penalty: 4549.061523
	Iteration 20F: 3 clusters Score -1027446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1027446.812500 Penalty: 4549.061523
	Iteration 21Q: 3 clusters Score -1027447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1027450.125000 Penalty: 4549.061523
	Iteration 22Q: 3 clusters Score -1027450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1027449.437500 Penalty: 4549.061523
	Iteration 23Q: 3 clusters Score -1027449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1027449.437500 Penalty: 4549.061523
	Iteration 24Q: 3 clusters Score -1027449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1027451.375000 Penalty: 4549.061523
	Iteration 25Q: 3 clusters Score -1027451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1027452.312500 Penalty: 4549.061523
	Iteration 26Q: 3 clusters Score -1027452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1027452.812500 Penalty: 4549.061523
	Iteration 27Q: 3 clusters Score -1027453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1027457.062500 Penalty: 4549.061523
	Iteration 28Q: 3 clusters Score -1027457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1027458.375000 Penalty: 4549.061523
	Iteration 29Q: 3 clusters Score -1027458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1027456.187500 Penalty: 4549.061523
	Iteration 30Q: 3 clusters Score -1027456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1027458.000000 Penalty: 4549.061523
	Iteration 31Q: 3 clusters Score -1027458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1027458.000000 Penalty: 4549.061523
	Iteration 32F: 3 clusters Score -1027458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Entering Unmasked Estep 
Score: -2677605.750000 Penalty: 2507.575684
	Iteration 0F: 2 clusters Score -2677606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2660533.750000 Penalty: 5015.151367
	Iteration 0F: 3 clusters Score -2660534 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2666721.000000 Penalty: 5015.151367
	Iteration 1F: 3 clusters Score -2666721 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -2667494.250000 Penalty: 5015.151367
	Iteration 2F: 3 clusters Score -2667494 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -2668410.250000 Penalty: 5015.151367
	Iteration 3F: 3 clusters Score -2668410 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2669717.750000 Penalty: 5015.151367
	Iteration 4F: 3 clusters Score -2669718 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2671235.000000 Penalty: 5015.151367
	Iteration 5F: 3 clusters Score -2671235 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2672514.750000 Penalty: 5015.151367
	Iteration 6F: 3 clusters Score -2672515 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -2673498.000000 Penalty: 5015.151367
	Iteration 7F: 3 clusters Score -2673498 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -2674187.250000 Penalty: 5015.151367
	Iteration 8Q: 3 clusters Score -2674187 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -2674695.750000 Penalty: 5015.151367
	Iteration 9Q: 3 clusters Score -2674696 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -2675081.250000 Penalty: 5015.151367
	Iteration 10Q: 3 clusters Score -2675081 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -2675343.000000 Penalty: 5015.151367
	Iteration 11Q: 3 clusters Score -2675343 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -2675537.500000 Penalty: 5015.151367
	Iteration 12Q: 3 clusters Score -2675538 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -2675684.500000 Penalty: 5015.151367
	Iteration 13Q: 3 clusters Score -2675684 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -2675773.000000 Penalty: 5015.151367
	Iteration 14Q: 3 clusters Score -2675773 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -2675840.500000 Penalty: 5015.151367
	Iteration 15Q: 3 clusters Score -2675840 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -2675910.250000 Penalty: 5015.151367
	Iteration 16Q: 3 clusters Score -2675910 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -2675979.000000 Penalty: 5015.151367
	Iteration 17Q: 3 clusters Score -2675979 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -2676028.500000 Penalty: 5015.151367
	Iteration 18Q: 3 clusters Score -2676028 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -2676072.500000 Penalty: 5015.151367
	Iteration 19Q: 3 clusters Score -2676072 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -2676124.750000 Penalty: 5015.151367
	Iteration 20F: 3 clusters Score -2676125 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -2676156.250000 Penalty: 5015.151367
	Iteration 21Q: 3 clusters Score -2676156 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -2676172.750000 Penalty: 5015.151367
	Iteration 22Q: 3 clusters Score -2676173 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -2676204.000000 Penalty: 5015.151367
	Iteration 23Q: 3 clusters Score -2676204 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -2676222.000000 Penalty: 5015.151367
	Iteration 24Q: 3 clusters Score -2676222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -2676229.750000 Penalty: 5015.151367
	Iteration 25Q: 3 clusters Score -2676230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -2676238.750000 Penalty: 5015.151367
	Iteration 26Q: 3 clusters Score -2676239 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -2676253.500000 Penalty: 5015.151367
	Iteration 27Q: 3 clusters Score -2676254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -2676261.250000 Penalty: 5015.151367
	Iteration 28Q: 3 clusters Score -2676261 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -2676264.500000 Penalty: 5015.151367
	Iteration 29Q: 3 clusters Score -2676264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -2676271.750000 Penalty: 5015.151367
	Iteration 30Q: 3 clusters Score -2676272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -2676276.000000 Penalty: 5015.151367
	Iteration 31Q: 3 clusters Score -2676276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -2676272.250000 Penalty: 5015.151367
	Iteration 32Q: 3 clusters Score -2676272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -2676278.750000 Penalty: 5015.151367
	Iteration 33Q: 3 clusters Score -2676279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -2676278.000000 Penalty: 5015.151367
	Iteration 34Q: 3 clusters Score -2676278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -2676280.750000 Penalty: 5015.151367
	Iteration 35Q: 3 clusters Score -2676281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -2676282.500000 Penalty: 5015.151367
	Iteration 36Q: 3 clusters Score -2676282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -2676284.250000 Penalty: 5015.151367
	Iteration 37Q: 3 clusters Score -2676284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -2676286.000000 Penalty: 5015.151367
	Iteration 38Q: 3 clusters Score -2676286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -2676285.250000 Penalty: 5015.151367
	Iteration 39Q: 3 clusters Score -2676285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -2676284.500000 Penalty: 5015.151367
	Iteration 40F: 3 clusters Score -2676284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -2676286.750000 Penalty: 5015.151367
	Iteration 41Q: 3 clusters Score -2676287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -2676285.500000 Penalty: 5015.151367
	Iteration 42Q: 3 clusters Score -2676286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -2676285.500000 Penalty: 5015.151367
	Iteration 43F: 3 clusters Score -2676286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -109773.000000 Penalty: 1711.630859
	Iteration 0F: 2 clusters Score -109773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -107790.523438 Penalty: 3423.261719
	Iteration 0F: 3 clusters Score -107790.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -108044.093750 Penalty: 3423.261719
	Iteration 1F: 3 clusters Score -108044.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -108125.460938 Penalty: 3423.261719
	Iteration 2F: 3 clusters Score -108125.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -108173.156250 Penalty: 3423.261719
	Iteration 3Q: 3 clusters Score -108173.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -108210.921875 Penalty: 3423.261719
	Iteration 4Q: 3 clusters Score -108210.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -108235.164062 Penalty: 3423.261719
	Iteration 5Q: 3 clusters Score -108235.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -108252.687500 Penalty: 3423.261719
	Iteration 6Q: 3 clusters Score -108252.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -108264.210938 Penalty: 3423.261719
	Iteration 7Q: 3 clusters Score -108264.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -108271.898438 Penalty: 3423.261719
	Iteration 8Q: 3 clusters Score -108271.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -108274.726562 Penalty: 3423.261719
	Iteration 9Q: 3 clusters Score -108274.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -108277.820312 Penalty: 3423.261719
	Iteration 10Q: 3 clusters Score -108277.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -108277.820312 Penalty: 3423.261719
	Iteration 11F: 3 clusters Score -108277.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Entering Unmasked Estep 
Score: -1560428.250000 Penalty: 2370.707764
	Iteration 0F: 2 clusters Score -1560428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1550084.125000 Penalty: 4741.415527
	Iteration 0F: 3 clusters Score -1550084 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1553285.500000 Penalty: 4741.415527
	Iteration 1F: 3 clusters Score -1553286 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1553560.625000 Penalty: 4741.415527
	Iteration 2F: 3 clusters Score -1553561 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1553802.250000 Penalty: 4741.415527
	Iteration 3Q: 3 clusters Score -1553802 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1554015.375000 Penalty: 4741.415527
	Iteration 4Q: 3 clusters Score -1554015 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1554215.125000 Penalty: 4741.415527
	Iteration 5Q: 3 clusters Score -1554215 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1554430.625000 Penalty: 4741.415527
	Iteration 6Q: 3 clusters Score -1554431 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1554690.750000 Penalty: 4741.415527
	Iteration 7Q: 3 clusters Score -1554691 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1555078.750000 Penalty: 4741.415527
	Iteration 8Q: 3 clusters Score -1555079 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1555618.000000 Penalty: 4741.415527
	Iteration 9F: 3 clusters Score -1555618 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1556271.625000 Penalty: 4741.415527
	Iteration 10F: 3 clusters Score -1556272 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1556901.375000 Penalty: 4741.415527
	Iteration 11F: 3 clusters Score -1556901 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1557419.000000 Penalty: 4741.415527
	Iteration 12Q: 3 clusters Score -1557419 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1557779.250000 Penalty: 4741.415527
	Iteration 13Q: 3 clusters Score -1557779 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1557986.000000 Penalty: 4741.415527
	Iteration 14Q: 3 clusters Score -1557986 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1558093.375000 Penalty: 4741.415527
	Iteration 15Q: 3 clusters Score -1558093 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1558182.375000 Penalty: 4741.415527
	Iteration 16Q: 3 clusters Score -1558182 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1558244.750000 Penalty: 4741.415527
	Iteration 17Q: 3 clusters Score -1558245 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1558289.500000 Penalty: 4741.415527
	Iteration 18Q: 3 clusters Score -1558290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1558313.250000 Penalty: 4741.415527
	Iteration 19Q: 3 clusters Score -1558313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1558335.375000 Penalty: 4741.415527
	Iteration 20F: 3 clusters Score -1558335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1558353.750000 Penalty: 4741.415527
	Iteration 21Q: 3 clusters Score -1558354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1558359.625000 Penalty: 4741.415527
	Iteration 22Q: 3 clusters Score -1558360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1558364.625000 Penalty: 4741.415527
	Iteration 23Q: 3 clusters Score -1558365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1558366.750000 Penalty: 4741.415527
	Iteration 24Q: 3 clusters Score -1558367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1558372.375000 Penalty: 4741.415527
	Iteration 25Q: 3 clusters Score -1558372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1558376.750000 Penalty: 4741.415527
	Iteration 26Q: 3 clusters Score -1558377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1558379.750000 Penalty: 4741.415527
	Iteration 27Q: 3 clusters Score -1558380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1558381.875000 Penalty: 4741.415527
	Iteration 28Q: 3 clusters Score -1558382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1558384.625000 Penalty: 4741.415527
	Iteration 29Q: 3 clusters Score -1558385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1558392.750000 Penalty: 4741.415527
	Iteration 30Q: 3 clusters Score -1558393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1558395.375000 Penalty: 4741.415527
	Iteration 31Q: 3 clusters Score -1558395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1558395.375000 Penalty: 4741.415527
	Iteration 32F: 3 clusters Score -1558395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Entering Unmasked Estep 
Score: -555231.187500 Penalty: 2120.411865
	Iteration 0F: 2 clusters Score -555231.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -550568.000000 Penalty: 4240.823730
	Iteration 0F: 3 clusters Score -550568 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -551772.125000 Penalty: 4240.823730
	Iteration 1F: 3 clusters Score -551772.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -552053.000000 Penalty: 4240.823730
	Iteration 2F: 3 clusters Score -552053 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -552261.062500 Penalty: 4240.823730
	Iteration 3F: 3 clusters Score -552261.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -552390.375000 Penalty: 4240.823730
	Iteration 4Q: 3 clusters Score -552390.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -552494.625000 Penalty: 4240.823730
	Iteration 5Q: 3 clusters Score -552494.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -552580.625000 Penalty: 4240.823730
	Iteration 6Q: 3 clusters Score -552580.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -552649.250000 Penalty: 4240.823730
	Iteration 7Q: 3 clusters Score -552649.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -552715.750000 Penalty: 4240.823730
	Iteration 8Q: 3 clusters Score -552715.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -552782.000000 Penalty: 4240.823730
	Iteration 9Q: 3 clusters Score -552782 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -552845.937500 Penalty: 4240.823730
	Iteration 10Q: 3 clusters Score -552845.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -552892.187500 Penalty: 4240.823730
	Iteration 11Q: 3 clusters Score -552892.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -552930.187500 Penalty: 4240.823730
	Iteration 12Q: 3 clusters Score -552930.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -552970.750000 Penalty: 4240.823730
	Iteration 13Q: 3 clusters Score -552970.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -553009.062500 Penalty: 4240.823730
	Iteration 14Q: 3 clusters Score -553009.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -553042.750000 Penalty: 4240.823730
	Iteration 15Q: 3 clusters Score -553042.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -553083.875000 Penalty: 4240.823730
	Iteration 16Q: 3 clusters Score -553083.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -553123.250000 Penalty: 4240.823730
	Iteration 17Q: 3 clusters Score -553123.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -553154.250000 Penalty: 4240.823730
	Iteration 18Q: 3 clusters Score -553154.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -553177.187500 Penalty: 4240.823730
	Iteration 19Q: 3 clusters Score -553177.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -553201.687500 Penalty: 4240.823730
	Iteration 20F: 3 clusters Score -553201.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -553229.437500 Penalty: 4240.823730
	Iteration 21Q: 3 clusters Score -553229.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -553256.187500 Penalty: 4240.823730
	Iteration 22Q: 3 clusters Score -553256.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -553275.250000 Penalty: 4240.823730
	Iteration 23Q: 3 clusters Score -553275.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -553291.312500 Penalty: 4240.823730
	Iteration 24Q: 3 clusters Score -553291.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -553312.562500 Penalty: 4240.823730
	Iteration 25Q: 3 clusters Score -553312.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -553335.687500 Penalty: 4240.823730
	Iteration 26Q: 3 clusters Score -553335.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -553352.250000 Penalty: 4240.823730
	Iteration 27Q: 3 clusters Score -553352.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -553363.687500 Penalty: 4240.823730
	Iteration 28Q: 3 clusters Score -553363.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -553374.687500 Penalty: 4240.823730
	Iteration 29Q: 3 clusters Score -553374.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -553391.250000 Penalty: 4240.823730
	Iteration 30Q: 3 clusters Score -553391.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -553407.187500 Penalty: 4240.823730
	Iteration 31Q: 3 clusters Score -553407.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -553418.125000 Penalty: 4240.823730
	Iteration 32Q: 3 clusters Score -553418.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -553432.437500 Penalty: 4240.823730
	Iteration 33Q: 3 clusters Score -553432.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -553449.125000 Penalty: 4240.823730
	Iteration 34Q: 3 clusters Score -553449.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -553463.187500 Penalty: 4240.823730
	Iteration 35Q: 3 clusters Score -553463.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -553471.687500 Penalty: 4240.823730
	Iteration 36Q: 3 clusters Score -553471.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -553479.125000 Penalty: 4240.823730
	Iteration 37Q: 3 clusters Score -553479.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -553485.625000 Penalty: 4240.823730
	Iteration 38Q: 3 clusters Score -553485.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -553490.312500 Penalty: 4240.823730
	Iteration 39Q: 3 clusters Score -553490.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -553494.437500 Penalty: 4240.823730
	Iteration 40F: 3 clusters Score -553494.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -553496.062500 Penalty: 4240.823730
	Iteration 41Q: 3 clusters Score -553496.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -553497.000000 Penalty: 4240.823730
	Iteration 42Q: 3 clusters Score -553497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -553497.875000 Penalty: 4240.823730
	Iteration 43Q: 3 clusters Score -553497.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -553500.187500 Penalty: 4240.823730
	Iteration 44Q: 3 clusters Score -553500.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -553499.750000 Penalty: 4240.823730
	Iteration 45Q: 3 clusters Score -553499.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -553500.937500 Penalty: 4240.823730
	Iteration 46Q: 3 clusters Score -553500.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -553500.500000 Penalty: 4240.823730
	Iteration 47Q: 3 clusters Score -553500.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -553500.937500 Penalty: 4240.823730
	Iteration 48Q: 3 clusters Score -553500.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -553499.812500 Penalty: 4240.823730
	Iteration 49Q: 3 clusters Score -553499.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -553501.500000 Penalty: 4240.823730
	Iteration 50Q: 3 clusters Score -553501.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -553501.500000 Penalty: 4240.823730
	Iteration 51F: 3 clusters Score -553501.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Entering Unmasked Estep 
Score: -941661.000000 Penalty: 2279.356445
	Iteration 0F: 2 clusters Score -941661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -934210.187500 Penalty: 4558.712891
	Iteration 0F: 3 clusters Score -934210.2 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -936529.187500 Penalty: 4558.712891
	Iteration 1F: 3 clusters Score -936529.2 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -936931.375000 Penalty: 4558.712891
	Iteration 2F: 3 clusters Score -936931.4 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -937241.562500 Penalty: 4558.712891
	Iteration 3F: 3 clusters Score -937241.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -937491.375000 Penalty: 4558.712891
	Iteration 4Q: 3 clusters Score -937491.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -937699.875000 Penalty: 4558.712891
	Iteration 5Q: 3 clusters Score -937699.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -937911.500000 Penalty: 4558.712891
	Iteration 6Q: 3 clusters Score -937911.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -938164.625000 Penalty: 4558.712891
	Iteration 7Q: 3 clusters Score -938164.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -938438.437500 Penalty: 4558.712891
	Iteration 8Q: 3 clusters Score -938438.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -938725.187500 Penalty: 4558.712891
	Iteration 9Q: 3 clusters Score -938725.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -939066.375000 Penalty: 4558.712891
	Iteration 10Q: 3 clusters Score -939066.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -939385.875000 Penalty: 4558.712891
	Iteration 11Q: 3 clusters Score -939385.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -939608.562500 Penalty: 4558.712891
	Iteration 12Q: 3 clusters Score -939608.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -939787.750000 Penalty: 4558.712891
	Iteration 13Q: 3 clusters Score -939787.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -939905.750000 Penalty: 4558.712891
	Iteration 14Q: 3 clusters Score -939905.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -940002.437500 Penalty: 4558.712891
	Iteration 15Q: 3 clusters Score -940002.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -940081.375000 Penalty: 4558.712891
	Iteration 16Q: 3 clusters Score -940081.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -940145.187500 Penalty: 4558.712891
	Iteration 17Q: 3 clusters Score -940145.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -940192.500000 Penalty: 4558.712891
	Iteration 18Q: 3 clusters Score -940192.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -940229.500000 Penalty: 4558.712891
	Iteration 19Q: 3 clusters Score -940229.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -940248.687500 Penalty: 4558.712891
	Iteration 20F: 3 clusters Score -940248.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -940265.125000 Penalty: 4558.712891
	Iteration 21Q: 3 clusters Score -940265.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -940279.625000 Penalty: 4558.712891
	Iteration 22Q: 3 clusters Score -940279.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -940288.312500 Penalty: 4558.712891
	Iteration 23Q: 3 clusters Score -940288.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -940300.625000 Penalty: 4558.712891
	Iteration 24Q: 3 clusters Score -940300.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -940315.625000 Penalty: 4558.712891
	Iteration 25Q: 3 clusters Score -940315.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -940322.750000 Penalty: 4558.712891
	Iteration 26Q: 3 clusters Score -940322.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -940331.625000 Penalty: 4558.712891
	Iteration 27Q: 3 clusters Score -940331.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -940338.312500 Penalty: 4558.712891
	Iteration 28Q: 3 clusters Score -940338.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -940346.062500 Penalty: 4558.712891
	Iteration 29Q: 3 clusters Score -940346.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -940350.375000 Penalty: 4558.712891
	Iteration 30Q: 3 clusters Score -940350.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -940352.000000 Penalty: 4558.712891
	Iteration 31Q: 3 clusters Score -940352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -940354.875000 Penalty: 4558.712891
	Iteration 32Q: 3 clusters Score -940354.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -940365.562500 Penalty: 4558.712891
	Iteration 33Q: 3 clusters Score -940365.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -940373.937500 Penalty: 4558.712891
	Iteration 34Q: 3 clusters Score -940373.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -940382.562500 Penalty: 4558.712891
	Iteration 35Q: 3 clusters Score -940382.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -940393.875000 Penalty: 4558.712891
	Iteration 36Q: 3 clusters Score -940393.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -940407.875000 Penalty: 4558.712891
	Iteration 37Q: 3 clusters Score -940407.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -940429.312500 Penalty: 4558.712891
	Iteration 38Q: 3 clusters Score -940429.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -940448.500000 Penalty: 4558.712891
	Iteration 39Q: 3 clusters Score -940448.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -940459.812500 Penalty: 4558.712891
	Iteration 40F: 3 clusters Score -940459.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -940472.187500 Penalty: 4558.712891
	Iteration 41Q: 3 clusters Score -940472.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -940482.375000 Penalty: 4558.712891
	Iteration 42Q: 3 clusters Score -940482.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -940486.687500 Penalty: 4558.712891
	Iteration 43Q: 3 clusters Score -940486.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -940495.187500 Penalty: 4558.712891
	Iteration 44Q: 3 clusters Score -940495.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -940502.062500 Penalty: 4558.712891
	Iteration 45Q: 3 clusters Score -940502.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -940508.812500 Penalty: 4558.712891
	Iteration 46Q: 3 clusters Score -940508.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -940514.562500 Penalty: 4558.712891
	Iteration 47Q: 3 clusters Score -940514.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -940521.000000 Penalty: 4558.712891
	Iteration 48Q: 3 clusters Score -940521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -940528.875000 Penalty: 4558.712891
	Iteration 49Q: 3 clusters Score -940528.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -940534.250000 Penalty: 4558.712891
	Iteration 50Q: 3 clusters Score -940534.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -940539.562500 Penalty: 4558.712891
	Iteration 51Q: 3 clusters Score -940539.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -940545.625000 Penalty: 4558.712891
	Iteration 52Q: 3 clusters Score -940545.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -940555.812500 Penalty: 4558.712891
	Iteration 53Q: 3 clusters Score -940555.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -940558.687500 Penalty: 4558.712891
	Iteration 54Q: 3 clusters Score -940558.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -940563.562500 Penalty: 4558.712891
	Iteration 55Q: 3 clusters Score -940563.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -940565.625000 Penalty: 4558.712891
	Iteration 56Q: 3 clusters Score -940565.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -940567.312500 Penalty: 4558.712891
	Iteration 57Q: 3 clusters Score -940567.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -940568.187500 Penalty: 4558.712891
	Iteration 58Q: 3 clusters Score -940568.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -940574.437500 Penalty: 4558.712891
	Iteration 59Q: 3 clusters Score -940574.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -940576.562500 Penalty: 4558.712891
	Iteration 60F: 3 clusters Score -940576.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -940577.937500 Penalty: 4558.712891
	Iteration 61Q: 3 clusters Score -940577.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -940580.500000 Penalty: 4558.712891
	Iteration 62Q: 3 clusters Score -940580.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -940582.750000 Penalty: 4558.712891
	Iteration 63Q: 3 clusters Score -940582.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -940582.750000 Penalty: 4558.712891
	Iteration 64Q: 3 clusters Score -940582.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -940583.062500 Penalty: 4558.712891
	Iteration 65Q: 3 clusters Score -940583.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -940583.937500 Penalty: 4558.712891
	Iteration 66Q: 3 clusters Score -940583.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -940586.250000 Penalty: 4558.712891
	Iteration 67Q: 3 clusters Score -940586.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -940585.812500 Penalty: 4558.712891
	Iteration 68Q: 3 clusters Score -940585.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -940586.500000 Penalty: 4558.712891
	Iteration 69Q: 3 clusters Score -940586.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -940588.625000 Penalty: 4558.712891
	Iteration 70Q: 3 clusters Score -940588.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -940588.125000 Penalty: 4558.712891
	Iteration 71Q: 3 clusters Score -940588.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -940589.125000 Penalty: 4558.712891
	Iteration 72Q: 3 clusters Score -940589.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -940588.750000 Penalty: 4558.712891
	Iteration 73Q: 3 clusters Score -940588.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -940588.312500 Penalty: 4558.712891
	Iteration 74Q: 3 clusters Score -940588.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -940589.750000 Penalty: 4558.712891
	Iteration 75Q: 3 clusters Score -940589.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -940589.750000 Penalty: 4558.712891
	Iteration 76F: 3 clusters Score -940589.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Entering Unmasked Estep 
Score: -502032.687500 Penalty: 2120.987061
	Iteration 0F: 2 clusters Score -502032.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -497409.906250 Penalty: 4241.974121
	Iteration 0F: 3 clusters Score -497409.9 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -498579.031250 Penalty: 4241.974121
	Iteration 1F: 3 clusters Score -498579 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -498878.000000 Penalty: 4241.974121
	Iteration 2F: 3 clusters Score -498878 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -499086.531250 Penalty: 4241.974121
	Iteration 3F: 3 clusters Score -499086.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -499252.218750 Penalty: 4241.974121
	Iteration 4Q: 3 clusters Score -499252.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -499382.843750 Penalty: 4241.974121
	Iteration 5Q: 3 clusters Score -499382.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -499489.500000 Penalty: 4241.974121
	Iteration 6Q: 3 clusters Score -499489.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -499594.312500 Penalty: 4241.974121
	Iteration 7Q: 3 clusters Score -499594.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -499704.562500 Penalty: 4241.974121
	Iteration 8Q: 3 clusters Score -499704.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -499836.937500 Penalty: 4241.974121
	Iteration 9Q: 3 clusters Score -499836.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -499945.500000 Penalty: 4241.974121
	Iteration 10Q: 3 clusters Score -499945.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -500037.468750 Penalty: 4241.974121
	Iteration 11Q: 3 clusters Score -500037.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -500113.000000 Penalty: 4241.974121
	Iteration 12Q: 3 clusters Score -500113 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -500179.312500 Penalty: 4241.974121
	Iteration 13Q: 3 clusters Score -500179.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -500236.000000 Penalty: 4241.974121
	Iteration 14Q: 3 clusters Score -500236 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -500271.875000 Penalty: 4241.974121
	Iteration 15Q: 3 clusters Score -500271.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -500294.968750 Penalty: 4241.974121
	Iteration 16Q: 3 clusters Score -500295 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -500312.531250 Penalty: 4241.974121
	Iteration 17Q: 3 clusters Score -500312.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -500328.343750 Penalty: 4241.974121
	Iteration 18Q: 3 clusters Score -500328.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -500343.125000 Penalty: 4241.974121
	Iteration 19Q: 3 clusters Score -500343.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -500353.968750 Penalty: 4241.974121
	Iteration 20F: 3 clusters Score -500354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -500366.843750 Penalty: 4241.974121
	Iteration 21Q: 3 clusters Score -500366.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -500373.625000 Penalty: 4241.974121
	Iteration 22Q: 3 clusters Score -500373.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -500379.875000 Penalty: 4241.974121
	Iteration 23Q: 3 clusters Score -500379.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -500384.812500 Penalty: 4241.974121
	Iteration 24Q: 3 clusters Score -500384.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -500389.187500 Penalty: 4241.974121
	Iteration 25Q: 3 clusters Score -500389.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -500394.437500 Penalty: 4241.974121
	Iteration 26Q: 3 clusters Score -500394.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -500397.875000 Penalty: 4241.974121
	Iteration 27Q: 3 clusters Score -500397.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -500400.250000 Penalty: 4241.974121
	Iteration 28Q: 3 clusters Score -500400.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -500401.968750 Penalty: 4241.974121
	Iteration 29Q: 3 clusters Score -500402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -500403.812500 Penalty: 4241.974121
	Iteration 30Q: 3 clusters Score -500403.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -500407.218750 Penalty: 4241.974121
	Iteration 31Q: 3 clusters Score -500407.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -500409.375000 Penalty: 4241.974121
	Iteration 32Q: 3 clusters Score -500409.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -500411.625000 Penalty: 4241.974121
	Iteration 33Q: 3 clusters Score -500411.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -500414.125000 Penalty: 4241.974121
	Iteration 34Q: 3 clusters Score -500414.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -500414.750000 Penalty: 4241.974121
	Iteration 35Q: 3 clusters Score -500414.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -500416.500000 Penalty: 4241.974121
	Iteration 36Q: 3 clusters Score -500416.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -500418.625000 Penalty: 4241.974121
	Iteration 37Q: 3 clusters Score -500418.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -500419.187500 Penalty: 4241.974121
	Iteration 38Q: 3 clusters Score -500419.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -500420.812500 Penalty: 4241.974121
	Iteration 39Q: 3 clusters Score -500420.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -500421.562500 Penalty: 4241.974121
	Iteration 40F: 3 clusters Score -500421.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -500422.843750 Penalty: 4241.974121
	Iteration 41Q: 3 clusters Score -500422.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -500424.656250 Penalty: 4241.974121
	Iteration 42Q: 3 clusters Score -500424.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -500424.562500 Penalty: 4241.974121
	Iteration 43Q: 3 clusters Score -500424.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -500424.562500 Penalty: 4241.974121
	Iteration 44F: 3 clusters Score -500424.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Entering Unmasked Estep 
Score: -1728866.500000 Penalty: 2402.347412
	Iteration 0F: 2 clusters Score -1728866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1717345.125000 Penalty: 4804.694824
	Iteration 0F: 3 clusters Score -1717345 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1721355.125000 Penalty: 4804.694824
	Iteration 1F: 3 clusters Score -1721355 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1721875.625000 Penalty: 4804.694824
	Iteration 2F: 3 clusters Score -1721876 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1722327.875000 Penalty: 4804.694824
	Iteration 3F: 3 clusters Score -1722328 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1722777.000000 Penalty: 4804.694824
	Iteration 4F: 3 clusters Score -1722777 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1723239.875000 Penalty: 4804.694824
	Iteration 5F: 3 clusters Score -1723240 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1723742.250000 Penalty: 4804.694824
	Iteration 6F: 3 clusters Score -1723742 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1724298.750000 Penalty: 4804.694824
	Iteration 7F: 3 clusters Score -1724299 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1724831.625000 Penalty: 4804.694824
	Iteration 8Q: 3 clusters Score -1724832 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1725308.250000 Penalty: 4804.694824
	Iteration 9Q: 3 clusters Score -1725308 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1725710.375000 Penalty: 4804.694824
	Iteration 10Q: 3 clusters Score -1725710 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1726030.625000 Penalty: 4804.694824
	Iteration 11Q: 3 clusters Score -1726031 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1726265.000000 Penalty: 4804.694824
	Iteration 12Q: 3 clusters Score -1726265 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1726427.500000 Penalty: 4804.694824
	Iteration 13Q: 3 clusters Score -1726428 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1726549.500000 Penalty: 4804.694824
	Iteration 14Q: 3 clusters Score -1726550 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1726639.375000 Penalty: 4804.694824
	Iteration 15Q: 3 clusters Score -1726639 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1726701.375000 Penalty: 4804.694824
	Iteration 16Q: 3 clusters Score -1726701 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1726748.375000 Penalty: 4804.694824
	Iteration 17Q: 3 clusters Score -1726748 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1726772.875000 Penalty: 4804.694824
	Iteration 18Q: 3 clusters Score -1726773 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1726785.000000 Penalty: 4804.694824
	Iteration 19Q: 3 clusters Score -1726785 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1726800.250000 Penalty: 4804.694824
	Iteration 20F: 3 clusters Score -1726800 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1726811.625000 Penalty: 4804.694824
	Iteration 21Q: 3 clusters Score -1726812 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1726824.500000 Penalty: 4804.694824
	Iteration 22Q: 3 clusters Score -1726824 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1726834.000000 Penalty: 4804.694824
	Iteration 23Q: 3 clusters Score -1726834 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1726834.625000 Penalty: 4804.694824
	Iteration 24Q: 3 clusters Score -1726835 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1726844.500000 Penalty: 4804.694824
	Iteration 25Q: 3 clusters Score -1726844 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1726852.375000 Penalty: 4804.694824
	Iteration 26Q: 3 clusters Score -1726852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1726853.750000 Penalty: 4804.694824
	Iteration 27Q: 3 clusters Score -1726854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1726854.625000 Penalty: 4804.694824
	Iteration 28Q: 3 clusters Score -1726855 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1726859.875000 Penalty: 4804.694824
	Iteration 29Q: 3 clusters Score -1726860 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1726872.875000 Penalty: 4804.694824
	Iteration 30Q: 3 clusters Score -1726873 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1726876.500000 Penalty: 4804.694824
	Iteration 31Q: 3 clusters Score -1726876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1726881.250000 Penalty: 4804.694824
	Iteration 32Q: 3 clusters Score -1726881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1726881.000000 Penalty: 4804.694824
	Iteration 33Q: 3 clusters Score -1726881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1726880.750000 Penalty: 4804.694824
	Iteration 34Q: 3 clusters Score -1726881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1726883.625000 Penalty: 4804.694824
	Iteration 35Q: 3 clusters Score -1726884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1726890.500000 Penalty: 4804.694824
	Iteration 36Q: 3 clusters Score -1726890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1726889.750000 Penalty: 4804.694824
	Iteration 37Q: 3 clusters Score -1726890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1726893.000000 Penalty: 4804.694824
	Iteration 38Q: 3 clusters Score -1726893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1726894.375000 Penalty: 4804.694824
	Iteration 39Q: 3 clusters Score -1726894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1726893.000000 Penalty: 4804.694824
	Iteration 40F: 3 clusters Score -1726893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1726894.875000 Penalty: 4804.694824
	Iteration 41Q: 3 clusters Score -1726895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1726898.375000 Penalty: 4804.694824
	Iteration 42Q: 3 clusters Score -1726898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1726896.625000 Penalty: 4804.694824
	Iteration 43Q: 3 clusters Score -1726897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1726894.625000 Penalty: 4804.694824
	Iteration 44Q: 3 clusters Score -1726895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1726894.625000 Penalty: 4804.694824
	Iteration 45Q: 3 clusters Score -1726895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1726898.375000 Penalty: 4804.694824
	Iteration 46Q: 3 clusters Score -1726898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1726900.500000 Penalty: 4804.694824
	Iteration 47Q: 3 clusters Score -1726900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1726897.875000 Penalty: 4804.694824
	Iteration 48Q: 3 clusters Score -1726898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1726902.875000 Penalty: 4804.694824
	Iteration 49Q: 3 clusters Score -1726903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1726906.125000 Penalty: 4804.694824
	Iteration 50Q: 3 clusters Score -1726906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1726912.500000 Penalty: 4804.694824
	Iteration 51Q: 3 clusters Score -1726912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1726910.000000 Penalty: 4804.694824
	Iteration 52Q: 3 clusters Score -1726910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1726914.500000 Penalty: 4804.694824
	Iteration 53Q: 3 clusters Score -1726914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1726914.875000 Penalty: 4804.694824
	Iteration 54Q: 3 clusters Score -1726915 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1726915.125000 Penalty: 4804.694824
	Iteration 55Q: 3 clusters Score -1726915 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1726916.500000 Penalty: 4804.694824
	Iteration 56Q: 3 clusters Score -1726916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1726920.375000 Penalty: 4804.694824
	Iteration 57Q: 3 clusters Score -1726920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1726926.875000 Penalty: 4804.694824
	Iteration 58Q: 3 clusters Score -1726927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1726924.750000 Penalty: 4804.694824
	Iteration 59Q: 3 clusters Score -1726925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1726925.250000 Penalty: 4804.694824
	Iteration 60F: 3 clusters Score -1726925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1726927.000000 Penalty: 4804.694824
	Iteration 61Q: 3 clusters Score -1726927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1726926.750000 Penalty: 4804.694824
	Iteration 62Q: 3 clusters Score -1726927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1726929.000000 Penalty: 4804.694824
	Iteration 63Q: 3 clusters Score -1726929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1726931.375000 Penalty: 4804.694824
	Iteration 64Q: 3 clusters Score -1726931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1726930.750000 Penalty: 4804.694824
	Iteration 65Q: 3 clusters Score -1726931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1726928.500000 Penalty: 4804.694824
	Iteration 66Q: 3 clusters Score -1726928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1726926.000000 Penalty: 4804.694824
	Iteration 67Q: 3 clusters Score -1726926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1726926.875000 Penalty: 4804.694824
	Iteration 68Q: 3 clusters Score -1726927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1726928.375000 Penalty: 4804.694824
	Iteration 69Q: 3 clusters Score -1726928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1726926.750000 Penalty: 4804.694824
	Iteration 70Q: 3 clusters Score -1726927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1726930.625000 Penalty: 4804.694824
	Iteration 71Q: 3 clusters Score -1726931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1726935.500000 Penalty: 4804.694824
	Iteration 72Q: 3 clusters Score -1726936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1726932.125000 Penalty: 4804.694824
	Iteration 73Q: 3 clusters Score -1726932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1726929.750000 Penalty: 4804.694824
	Iteration 74Q: 3 clusters Score -1726930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1726930.625000 Penalty: 4804.694824
	Iteration 75Q: 3 clusters Score -1726931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1726931.875000 Penalty: 4804.694824
	Iteration 76Q: 3 clusters Score -1726932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1726932.875000 Penalty: 4804.694824
	Iteration 77Q: 3 clusters Score -1726933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1726933.375000 Penalty: 4804.694824
	Iteration 78Q: 3 clusters Score -1726933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1726935.250000 Penalty: 4804.694824
	Iteration 79Q: 3 clusters Score -1726935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1726938.875000 Penalty: 4804.694824
	Iteration 80F: 3 clusters Score -1726939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1726944.250000 Penalty: 4804.694824
	Iteration 81Q: 3 clusters Score -1726944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1726948.250000 Penalty: 4804.694824
	Iteration 82Q: 3 clusters Score -1726948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1726949.125000 Penalty: 4804.694824
	Iteration 83Q: 3 clusters Score -1726949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1726951.375000 Penalty: 4804.694824
	Iteration 84Q: 3 clusters Score -1726951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1726950.500000 Penalty: 4804.694824
	Iteration 85Q: 3 clusters Score -1726950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1726946.375000 Penalty: 4804.694824
	Iteration 86Q: 3 clusters Score -1726946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1726951.875000 Penalty: 4804.694824
	Iteration 87Q: 3 clusters Score -1726952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1726951.375000 Penalty: 4804.694824
	Iteration 88Q: 3 clusters Score -1726951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1726953.250000 Penalty: 4804.694824
	Iteration 89Q: 3 clusters Score -1726953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1726953.750000 Penalty: 4804.694824
	Iteration 90Q: 3 clusters Score -1726954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1726958.000000 Penalty: 4804.694824
	Iteration 91Q: 3 clusters Score -1726958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1726955.875000 Penalty: 4804.694824
	Iteration 92Q: 3 clusters Score -1726956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1726956.250000 Penalty: 4804.694824
	Iteration 93Q: 3 clusters Score -1726956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1726957.500000 Penalty: 4804.694824
	Iteration 94Q: 3 clusters Score -1726958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1726955.750000 Penalty: 4804.694824
	Iteration 95Q: 3 clusters Score -1726956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1726957.125000 Penalty: 4804.694824
	Iteration 96Q: 3 clusters Score -1726957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1726956.875000 Penalty: 4804.694824
	Iteration 97Q: 3 clusters Score -1726957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1726961.750000 Penalty: 4804.694824
	Iteration 98Q: 3 clusters Score -1726962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1726966.375000 Penalty: 4804.694824
	Iteration 99Q: 3 clusters Score -1726966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1726964.250000 Penalty: 4804.694824
	Iteration 100F: 3 clusters Score -1726964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1726963.125000 Penalty: 4804.694824
	Iteration 101Q: 3 clusters Score -1726963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1726966.375000 Penalty: 4804.694824
	Iteration 102Q: 3 clusters Score -1726966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1726964.125000 Penalty: 4804.694824
	Iteration 103Q: 3 clusters Score -1726964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1726963.250000 Penalty: 4804.694824
	Iteration 104Q: 3 clusters Score -1726963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1726963.875000 Penalty: 4804.694824
	Iteration 105Q: 3 clusters Score -1726964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1726965.625000 Penalty: 4804.694824
	Iteration 106Q: 3 clusters Score -1726966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1726967.125000 Penalty: 4804.694824
	Iteration 107Q: 3 clusters Score -1726967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1726962.375000 Penalty: 4804.694824
	Iteration 108Q: 3 clusters Score -1726962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1726965.000000 Penalty: 4804.694824
	Iteration 109Q: 3 clusters Score -1726965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1726963.750000 Penalty: 4804.694824
	Iteration 110Q: 3 clusters Score -1726964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1726961.875000 Penalty: 4804.694824
	Iteration 111Q: 3 clusters Score -1726962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1726961.875000 Penalty: 4804.694824
	Iteration 112Q: 3 clusters Score -1726962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1726961.875000 Penalty: 4804.694824
	Iteration 113F: 3 clusters Score -1726962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Entering Unmasked Estep 
Score: -206997.906250 Penalty: 2011.162354
	Iteration 0F: 2 clusters Score -206997.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -203650.562500 Penalty: 4022.324707
	Iteration 0F: 3 clusters Score -203650.6 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -204575.015625 Penalty: 4022.324707
	Iteration 1F: 3 clusters Score -204575 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -204931.328125 Penalty: 4022.324707
	Iteration 2F: 3 clusters Score -204931.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -205275.875000 Penalty: 4022.324707
	Iteration 3F: 3 clusters Score -205275.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -205549.593750 Penalty: 4022.324707
	Iteration 4F: 3 clusters Score -205549.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -205824.062500 Penalty: 4022.324707
	Iteration 5F: 3 clusters Score -205824.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -206023.156250 Penalty: 4022.324707
	Iteration 6F: 3 clusters Score -206023.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -206116.109375 Penalty: 4022.324707
	Iteration 7Q: 3 clusters Score -206116.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -206179.765625 Penalty: 4022.324707
	Iteration 8Q: 3 clusters Score -206179.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -206223.734375 Penalty: 4022.324707
	Iteration 9Q: 3 clusters Score -206223.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -206261.437500 Penalty: 4022.324707
	Iteration 10Q: 3 clusters Score -206261.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -206289.125000 Penalty: 4022.324707
	Iteration 11Q: 3 clusters Score -206289.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -206303.046875 Penalty: 4022.324707
	Iteration 12Q: 3 clusters Score -206303 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -206313.343750 Penalty: 4022.324707
	Iteration 13Q: 3 clusters Score -206313.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -206321.921875 Penalty: 4022.324707
	Iteration 14Q: 3 clusters Score -206321.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -206325.062500 Penalty: 4022.324707
	Iteration 15Q: 3 clusters Score -206325.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -206325.984375 Penalty: 4022.324707
	Iteration 16Q: 3 clusters Score -206326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -206328.062500 Penalty: 4022.324707
	Iteration 17Q: 3 clusters Score -206328.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -206328.859375 Penalty: 4022.324707
	Iteration 18Q: 3 clusters Score -206328.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -206331.656250 Penalty: 4022.324707
	Iteration 19Q: 3 clusters Score -206331.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -206336.234375 Penalty: 4022.324707
	Iteration 20F: 3 clusters Score -206336.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -206339.015625 Penalty: 4022.324707
	Iteration 21Q: 3 clusters Score -206339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -206339.968750 Penalty: 4022.324707
	Iteration 22Q: 3 clusters Score -206340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -206341.015625 Penalty: 4022.324707
	Iteration 23Q: 3 clusters Score -206341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -206342.265625 Penalty: 4022.324707
	Iteration 24Q: 3 clusters Score -206342.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -206346.125000 Penalty: 4022.324707
	Iteration 25Q: 3 clusters Score -206346.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -206347.906250 Penalty: 4022.324707
	Iteration 26Q: 3 clusters Score -206347.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -206347.906250 Penalty: 4022.324707
	Iteration 27F: 3 clusters Score -206347.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Entering Unmasked Estep 
Score: -914121.437500 Penalty: 2241.956055
	Iteration 0F: 2 clusters Score -914121.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -907449.187500 Penalty: 4483.912109
	Iteration 0F: 3 clusters Score -907449.2 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -909381.500000 Penalty: 4483.912109
	Iteration 1F: 3 clusters Score -909381.5 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -909757.250000 Penalty: 4483.912109
	Iteration 2F: 3 clusters Score -909757.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -910112.562500 Penalty: 4483.912109
	Iteration 3F: 3 clusters Score -910112.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -910443.625000 Penalty: 4483.912109
	Iteration 4F: 3 clusters Score -910443.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -910743.437500 Penalty: 4483.912109
	Iteration 5F: 3 clusters Score -910743.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -911001.687500 Penalty: 4483.912109
	Iteration 6F: 3 clusters Score -911001.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -911300.250000 Penalty: 4483.912109
	Iteration 7Q: 3 clusters Score -911300.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -911634.312500 Penalty: 4483.912109
	Iteration 8F: 3 clusters Score -911634.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -911941.500000 Penalty: 4483.912109
	Iteration 9Q: 3 clusters Score -911941.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -912191.375000 Penalty: 4483.912109
	Iteration 10Q: 3 clusters Score -912191.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -912435.937500 Penalty: 4483.912109
	Iteration 11Q: 3 clusters Score -912435.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -912679.312500 Penalty: 4483.912109
	Iteration 12Q: 3 clusters Score -912679.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -912894.250000 Penalty: 4483.912109
	Iteration 13Q: 3 clusters Score -912894.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -913056.937500 Penalty: 4483.912109
	Iteration 14Q: 3 clusters Score -913056.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -913158.500000 Penalty: 4483.912109
	Iteration 15Q: 3 clusters Score -913158.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -913206.937500 Penalty: 4483.912109
	Iteration 16Q: 3 clusters Score -913206.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -913239.250000 Penalty: 4483.912109
	Iteration 17Q: 3 clusters Score -913239.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -913259.500000 Penalty: 4483.912109
	Iteration 18Q: 3 clusters Score -913259.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -913272.875000 Penalty: 4483.912109
	Iteration 19Q: 3 clusters Score -913272.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -913281.250000 Penalty: 4483.912109
	Iteration 20F: 3 clusters Score -913281.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -913291.375000 Penalty: 4483.912109
	Iteration 21Q: 3 clusters Score -913291.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -913292.625000 Penalty: 4483.912109
	Iteration 22Q: 3 clusters Score -913292.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -913296.062500 Penalty: 4483.912109
	Iteration 23Q: 3 clusters Score -913296.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -913297.687500 Penalty: 4483.912109
	Iteration 24Q: 3 clusters Score -913297.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -913300.125000 Penalty: 4483.912109
	Iteration 25Q: 3 clusters Score -913300.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -913301.625000 Penalty: 4483.912109
	Iteration 26Q: 3 clusters Score -913301.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -913302.937500 Penalty: 4483.912109
	Iteration 27Q: 3 clusters Score -913302.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -913303.937500 Penalty: 4483.912109
	Iteration 28Q: 3 clusters Score -913303.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -913305.000000 Penalty: 4483.912109
	Iteration 29Q: 3 clusters Score -913305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -913305.250000 Penalty: 4483.912109
	Iteration 30Q: 3 clusters Score -913305.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -913307.437500 Penalty: 4483.912109
	Iteration 31Q: 3 clusters Score -913307.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -913308.937500 Penalty: 4483.912109
	Iteration 32Q: 3 clusters Score -913308.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -913310.187500 Penalty: 4483.912109
	Iteration 33Q: 3 clusters Score -913310.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -913310.500000 Penalty: 4483.912109
	Iteration 34Q: 3 clusters Score -913310.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -913310.500000 Penalty: 4483.912109
	Iteration 35F: 3 clusters Score -913310.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Entering Unmasked Estep 
Score: -1010505.250000 Penalty: 2314.298828
	Iteration 0F: 2 clusters Score -1010505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1001955.125000 Penalty: 4628.597656
	Iteration 0F: 3 clusters Score -1001955 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1004476.375000 Penalty: 4628.597656
	Iteration 1F: 3 clusters Score -1004476 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1004899.875000 Penalty: 4628.597656
	Iteration 2F: 3 clusters Score -1004900 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1005252.562500 Penalty: 4628.597656
	Iteration 3F: 3 clusters Score -1005253 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1005522.875000 Penalty: 4628.597656
	Iteration 4F: 3 clusters Score -1005523 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1005705.562500 Penalty: 4628.597656
	Iteration 5Q: 3 clusters Score -1005706 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1005853.187500 Penalty: 4628.597656
	Iteration 6Q: 3 clusters Score -1005853 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1005991.125000 Penalty: 4628.597656
	Iteration 7Q: 3 clusters Score -1005991 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1006113.437500 Penalty: 4628.597656
	Iteration 8Q: 3 clusters Score -1006113 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1006234.187500 Penalty: 4628.597656
	Iteration 9Q: 3 clusters Score -1006234 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1006357.812500 Penalty: 4628.597656
	Iteration 10Q: 3 clusters Score -1006358 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1006465.500000 Penalty: 4628.597656
	Iteration 11Q: 3 clusters Score -1006466 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1006555.750000 Penalty: 4628.597656
	Iteration 12Q: 3 clusters Score -1006556 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1006642.250000 Penalty: 4628.597656
	Iteration 13Q: 3 clusters Score -1006642 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1006740.812500 Penalty: 4628.597656
	Iteration 14Q: 3 clusters Score -1006741 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1006818.937500 Penalty: 4628.597656
	Iteration 15Q: 3 clusters Score -1006819 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1006898.750000 Penalty: 4628.597656
	Iteration 16Q: 3 clusters Score -1006899 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1006960.437500 Penalty: 4628.597656
	Iteration 17Q: 3 clusters Score -1006960 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1007017.750000 Penalty: 4628.597656
	Iteration 18Q: 3 clusters Score -1007018 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1007066.875000 Penalty: 4628.597656
	Iteration 19Q: 3 clusters Score -1007067 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1007108.062500 Penalty: 4628.597656
	Iteration 20F: 3 clusters Score -1007108 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1007143.812500 Penalty: 4628.597656
	Iteration 21Q: 3 clusters Score -1007144 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1007181.187500 Penalty: 4628.597656
	Iteration 22Q: 3 clusters Score -1007181 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1007214.000000 Penalty: 4628.597656
	Iteration 23Q: 3 clusters Score -1007214 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1007236.250000 Penalty: 4628.597656
	Iteration 24Q: 3 clusters Score -1007236 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1007256.937500 Penalty: 4628.597656
	Iteration 25Q: 3 clusters Score -1007257 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1007274.375000 Penalty: 4628.597656
	Iteration 26Q: 3 clusters Score -1007274 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1007287.875000 Penalty: 4628.597656
	Iteration 27Q: 3 clusters Score -1007288 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1007301.562500 Penalty: 4628.597656
	Iteration 28Q: 3 clusters Score -1007302 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1007313.937500 Penalty: 4628.597656
	Iteration 29Q: 3 clusters Score -1007314 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1007329.812500 Penalty: 4628.597656
	Iteration 30Q: 3 clusters Score -1007330 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1007339.562500 Penalty: 4628.597656
	Iteration 31Q: 3 clusters Score -1007340 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1007351.000000 Penalty: 4628.597656
	Iteration 32Q: 3 clusters Score -1007351 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1007360.937500 Penalty: 4628.597656
	Iteration 33Q: 3 clusters Score -1007361 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1007368.125000 Penalty: 4628.597656
	Iteration 34Q: 3 clusters Score -1007368 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1007370.375000 Penalty: 4628.597656
	Iteration 35Q: 3 clusters Score -1007370 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1007380.625000 Penalty: 4628.597656
	Iteration 36Q: 3 clusters Score -1007381 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1007386.312500 Penalty: 4628.597656
	Iteration 37Q: 3 clusters Score -1007386 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1007393.875000 Penalty: 4628.597656
	Iteration 38Q: 3 clusters Score -1007394 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1007403.687500 Penalty: 4628.597656
	Iteration 39Q: 3 clusters Score -1007404 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1007414.625000 Penalty: 4628.597656
	Iteration 40F: 3 clusters Score -1007415 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1007425.062500 Penalty: 4628.597656
	Iteration 41Q: 3 clusters Score -1007425 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1007438.625000 Penalty: 4628.597656
	Iteration 42Q: 3 clusters Score -1007439 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1007452.500000 Penalty: 4628.597656
	Iteration 43Q: 3 clusters Score -1007452 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1007460.375000 Penalty: 4628.597656
	Iteration 44Q: 3 clusters Score -1007460 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1007480.062500 Penalty: 4628.597656
	Iteration 45Q: 3 clusters Score -1007480 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1007500.375000 Penalty: 4628.597656
	Iteration 46Q: 3 clusters Score -1007500 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1007519.812500 Penalty: 4628.597656
	Iteration 47Q: 3 clusters Score -1007520 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1007543.750000 Penalty: 4628.597656
	Iteration 48Q: 3 clusters Score -1007544 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1007567.000000 Penalty: 4628.597656
	Iteration 49Q: 3 clusters Score -1007567 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1007587.062500 Penalty: 4628.597656
	Iteration 50Q: 3 clusters Score -1007587 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1007603.250000 Penalty: 4628.597656
	Iteration 51Q: 3 clusters Score -1007603 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1007625.312500 Penalty: 4628.597656
	Iteration 52Q: 3 clusters Score -1007625 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1007643.312500 Penalty: 4628.597656
	Iteration 53Q: 3 clusters Score -1007643 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1007659.750000 Penalty: 4628.597656
	Iteration 54Q: 3 clusters Score -1007660 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1007671.500000 Penalty: 4628.597656
	Iteration 55Q: 3 clusters Score -1007672 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1007682.187500 Penalty: 4628.597656
	Iteration 56Q: 3 clusters Score -1007682 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1007687.312500 Penalty: 4628.597656
	Iteration 57Q: 3 clusters Score -1007687 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1007694.812500 Penalty: 4628.597656
	Iteration 58Q: 3 clusters Score -1007695 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1007702.875000 Penalty: 4628.597656
	Iteration 59Q: 3 clusters Score -1007703 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1007706.125000 Penalty: 4628.597656
	Iteration 60F: 3 clusters Score -1007706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1007711.687500 Penalty: 4628.597656
	Iteration 61Q: 3 clusters Score -1007712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1007715.875000 Penalty: 4628.597656
	Iteration 62Q: 3 clusters Score -1007716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1007720.687500 Penalty: 4628.597656
	Iteration 63Q: 3 clusters Score -1007721 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1007727.687500 Penalty: 4628.597656
	Iteration 64Q: 3 clusters Score -1007728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1007732.875000 Penalty: 4628.597656
	Iteration 65Q: 3 clusters Score -1007733 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1007736.562500 Penalty: 4628.597656
	Iteration 66Q: 3 clusters Score -1007737 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1007738.562500 Penalty: 4628.597656
	Iteration 67Q: 3 clusters Score -1007739 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1007746.187500 Penalty: 4628.597656
	Iteration 68Q: 3 clusters Score -1007746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1007751.687500 Penalty: 4628.597656
	Iteration 69Q: 3 clusters Score -1007752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1007755.437500 Penalty: 4628.597656
	Iteration 70Q: 3 clusters Score -1007755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1007758.250000 Penalty: 4628.597656
	Iteration 71Q: 3 clusters Score -1007758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1007761.437500 Penalty: 4628.597656
	Iteration 72Q: 3 clusters Score -1007761 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1007766.062500 Penalty: 4628.597656
	Iteration 73Q: 3 clusters Score -1007766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1007767.937500 Penalty: 4628.597656
	Iteration 74Q: 3 clusters Score -1007768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1007770.750000 Penalty: 4628.597656
	Iteration 75Q: 3 clusters Score -1007771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1007775.562500 Penalty: 4628.597656
	Iteration 76Q: 3 clusters Score -1007776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1007778.250000 Penalty: 4628.597656
	Iteration 77Q: 3 clusters Score -1007778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1007781.562500 Penalty: 4628.597656
	Iteration 78Q: 3 clusters Score -1007782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1007784.875000 Penalty: 4628.597656
	Iteration 79Q: 3 clusters Score -1007785 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1007783.937500 Penalty: 4628.597656
	Iteration 80F: 3 clusters Score -1007784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1007788.625000 Penalty: 4628.597656
	Iteration 81Q: 3 clusters Score -1007789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1007794.875000 Penalty: 4628.597656
	Iteration 82Q: 3 clusters Score -1007795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1007795.250000 Penalty: 4628.597656
	Iteration 83Q: 3 clusters Score -1007795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1007796.125000 Penalty: 4628.597656
	Iteration 84Q: 3 clusters Score -1007796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1007803.062500 Penalty: 4628.597656
	Iteration 85Q: 3 clusters Score -1007803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1007806.937500 Penalty: 4628.597656
	Iteration 86Q: 3 clusters Score -1007807 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1007813.437500 Penalty: 4628.597656
	Iteration 87Q: 3 clusters Score -1007813 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1007814.187500 Penalty: 4628.597656
	Iteration 88Q: 3 clusters Score -1007814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1007821.312500 Penalty: 4628.597656
	Iteration 89Q: 3 clusters Score -1007821 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1007825.250000 Penalty: 4628.597656
	Iteration 90Q: 3 clusters Score -1007825 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1007836.375000 Penalty: 4628.597656
	Iteration 91Q: 3 clusters Score -1007836 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1007843.437500 Penalty: 4628.597656
	Iteration 92Q: 3 clusters Score -1007843 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1007851.187500 Penalty: 4628.597656
	Iteration 93Q: 3 clusters Score -1007851 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1007857.500000 Penalty: 4628.597656
	Iteration 94Q: 3 clusters Score -1007858 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1007863.125000 Penalty: 4628.597656
	Iteration 95Q: 3 clusters Score -1007863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1007868.750000 Penalty: 4628.597656
	Iteration 96Q: 3 clusters Score -1007869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1007874.750000 Penalty: 4628.597656
	Iteration 97Q: 3 clusters Score -1007875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1007877.875000 Penalty: 4628.597656
	Iteration 98Q: 3 clusters Score -1007878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1007881.437500 Penalty: 4628.597656
	Iteration 99Q: 3 clusters Score -1007881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1007885.187500 Penalty: 4628.597656
	Iteration 100F: 3 clusters Score -1007885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1007884.500000 Penalty: 4628.597656
	Iteration 101Q: 3 clusters Score -1007884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1007888.500000 Penalty: 4628.597656
	Iteration 102Q: 3 clusters Score -1007888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1007890.437500 Penalty: 4628.597656
	Iteration 103Q: 3 clusters Score -1007890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1007894.125000 Penalty: 4628.597656
	Iteration 104Q: 3 clusters Score -1007894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1007897.937500 Penalty: 4628.597656
	Iteration 105Q: 3 clusters Score -1007898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1007898.125000 Penalty: 4628.597656
	Iteration 106Q: 3 clusters Score -1007898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1007903.312500 Penalty: 4628.597656
	Iteration 107Q: 3 clusters Score -1007903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1007905.875000 Penalty: 4628.597656
	Iteration 108Q: 3 clusters Score -1007906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1007914.375000 Penalty: 4628.597656
	Iteration 109Q: 3 clusters Score -1007914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1007917.812500 Penalty: 4628.597656
	Iteration 110Q: 3 clusters Score -1007918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1007919.062500 Penalty: 4628.597656
	Iteration 111Q: 3 clusters Score -1007919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1007925.500000 Penalty: 4628.597656
	Iteration 112Q: 3 clusters Score -1007926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1007927.937500 Penalty: 4628.597656
	Iteration 113Q: 3 clusters Score -1007928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1007930.312500 Penalty: 4628.597656
	Iteration 114Q: 3 clusters Score -1007930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1007932.812500 Penalty: 4628.597656
	Iteration 115Q: 3 clusters Score -1007933 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1007938.250000 Penalty: 4628.597656
	Iteration 116Q: 3 clusters Score -1007938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1007942.250000 Penalty: 4628.597656
	Iteration 117Q: 3 clusters Score -1007942 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1007951.875000 Penalty: 4628.597656
	Iteration 118Q: 3 clusters Score -1007952 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1007960.187500 Penalty: 4628.597656
	Iteration 119Q: 3 clusters Score -1007960 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1007967.750000 Penalty: 4628.597656
	Iteration 120F: 3 clusters Score -1007968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1007976.125000 Penalty: 4628.597656
	Iteration 121Q: 3 clusters Score -1007976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1007985.000000 Penalty: 4628.597656
	Iteration 122Q: 3 clusters Score -1007985 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1007991.562500 Penalty: 4628.597656
	Iteration 123Q: 3 clusters Score -1007992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1007998.875000 Penalty: 4628.597656
	Iteration 124Q: 3 clusters Score -1007999 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1008003.562500 Penalty: 4628.597656
	Iteration 125Q: 3 clusters Score -1008004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1008009.875000 Penalty: 4628.597656
	Iteration 126Q: 3 clusters Score -1008010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1008016.062500 Penalty: 4628.597656
	Iteration 127Q: 3 clusters Score -1008016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1008020.250000 Penalty: 4628.597656
	Iteration 128Q: 3 clusters Score -1008020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1008023.187500 Penalty: 4628.597656
	Iteration 129Q: 3 clusters Score -1008023 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1008028.125000 Penalty: 4628.597656
	Iteration 130Q: 3 clusters Score -1008028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1008037.000000 Penalty: 4628.597656
	Iteration 131Q: 3 clusters Score -1008037 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1008042.875000 Penalty: 4628.597656
	Iteration 132Q: 3 clusters Score -1008043 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1008051.062500 Penalty: 4628.597656
	Iteration 133Q: 3 clusters Score -1008051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1008058.250000 Penalty: 4628.597656
	Iteration 134Q: 3 clusters Score -1008058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1008065.500000 Penalty: 4628.597656
	Iteration 135Q: 3 clusters Score -1008066 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1008074.937500 Penalty: 4628.597656
	Iteration 136Q: 3 clusters Score -1008075 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1008082.437500 Penalty: 4628.597656
	Iteration 137Q: 3 clusters Score -1008082 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1008087.750000 Penalty: 4628.597656
	Iteration 138Q: 3 clusters Score -1008088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1008098.125000 Penalty: 4628.597656
	Iteration 139Q: 3 clusters Score -1008098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1008107.500000 Penalty: 4628.597656
	Iteration 140F: 3 clusters Score -1008108 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1008117.062500 Penalty: 4628.597656
	Iteration 141Q: 3 clusters Score -1008117 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1008128.062500 Penalty: 4628.597656
	Iteration 142Q: 3 clusters Score -1008128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1008134.312500 Penalty: 4628.597656
	Iteration 143Q: 3 clusters Score -1008134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1008142.937500 Penalty: 4628.597656
	Iteration 144Q: 3 clusters Score -1008143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1008153.937500 Penalty: 4628.597656
	Iteration 145Q: 3 clusters Score -1008154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1008162.687500 Penalty: 4628.597656
	Iteration 146Q: 3 clusters Score -1008163 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1008172.062500 Penalty: 4628.597656
	Iteration 147Q: 3 clusters Score -1008172 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1008187.562500 Penalty: 4628.597656
	Iteration 148Q: 3 clusters Score -1008188 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1008199.125000 Penalty: 4628.597656
	Iteration 149Q: 3 clusters Score -1008199 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1008211.875000 Penalty: 4628.597656
	Iteration 150Q: 3 clusters Score -1008212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1008219.437500 Penalty: 4628.597656
	Iteration 151Q: 3 clusters Score -1008219 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1008238.250000 Penalty: 4628.597656
	Iteration 152Q: 3 clusters Score -1008238 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1008254.687500 Penalty: 4628.597656
	Iteration 153Q: 3 clusters Score -1008255 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1008281.562500 Penalty: 4628.597656
	Iteration 154Q: 3 clusters Score -1008282 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1008301.937500 Penalty: 4628.597656
	Iteration 155Q: 3 clusters Score -1008302 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1008320.562500 Penalty: 4628.597656
	Iteration 156Q: 3 clusters Score -1008321 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1008346.125000 Penalty: 4628.597656
	Iteration 157Q: 3 clusters Score -1008346 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1008379.562500 Penalty: 4628.597656
	Iteration 158Q: 3 clusters Score -1008380 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1008406.750000 Penalty: 4628.597656
	Iteration 159Q: 3 clusters Score -1008407 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1008441.187500 Penalty: 4628.597656
	Iteration 160F: 3 clusters Score -1008441 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1008474.187500 Penalty: 4628.597656
	Iteration 161Q: 3 clusters Score -1008474 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1008501.625000 Penalty: 4628.597656
	Iteration 162Q: 3 clusters Score -1008502 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1008529.000000 Penalty: 4628.597656
	Iteration 163Q: 3 clusters Score -1008529 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1008559.062500 Penalty: 4628.597656
	Iteration 164Q: 3 clusters Score -1008559 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1008592.500000 Penalty: 4628.597656
	Iteration 165Q: 3 clusters Score -1008592 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1008618.625000 Penalty: 4628.597656
	Iteration 166Q: 3 clusters Score -1008619 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1008642.000000 Penalty: 4628.597656
	Iteration 167Q: 3 clusters Score -1008642 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1008661.062500 Penalty: 4628.597656
	Iteration 168Q: 3 clusters Score -1008661 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1008672.375000 Penalty: 4628.597656
	Iteration 169Q: 3 clusters Score -1008672 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1008692.375000 Penalty: 4628.597656
	Iteration 170Q: 3 clusters Score -1008692 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1008717.375000 Penalty: 4628.597656
	Iteration 171Q: 3 clusters Score -1008717 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1008734.437500 Penalty: 4628.597656
	Iteration 172Q: 3 clusters Score -1008734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1008751.687500 Penalty: 4628.597656
	Iteration 173Q: 3 clusters Score -1008752 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1008771.812500 Penalty: 4628.597656
	Iteration 174Q: 3 clusters Score -1008772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1008788.375000 Penalty: 4628.597656
	Iteration 175Q: 3 clusters Score -1008788 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1008803.750000 Penalty: 4628.597656
	Iteration 176Q: 3 clusters Score -1008804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1008811.812500 Penalty: 4628.597656
	Iteration 177Q: 3 clusters Score -1008812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1008820.000000 Penalty: 4628.597656
	Iteration 178Q: 3 clusters Score -1008820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1008827.875000 Penalty: 4628.597656
	Iteration 179Q: 3 clusters Score -1008828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1008836.187500 Penalty: 4628.597656
	Iteration 180F: 3 clusters Score -1008836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1008842.562500 Penalty: 4628.597656
	Iteration 181Q: 3 clusters Score -1008843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1008852.187500 Penalty: 4628.597656
	Iteration 182Q: 3 clusters Score -1008852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1008866.875000 Penalty: 4628.597656
	Iteration 183Q: 3 clusters Score -1008867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1008868.000000 Penalty: 4628.597656
	Iteration 184Q: 3 clusters Score -1008868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1008873.625000 Penalty: 4628.597656
	Iteration 185Q: 3 clusters Score -1008874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1008874.937500 Penalty: 4628.597656
	Iteration 186Q: 3 clusters Score -1008875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1008877.500000 Penalty: 4628.597656
	Iteration 187Q: 3 clusters Score -1008878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1008879.250000 Penalty: 4628.597656
	Iteration 188Q: 3 clusters Score -1008879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1008881.812500 Penalty: 4628.597656
	Iteration 189Q: 3 clusters Score -1008882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1008883.687500 Penalty: 4628.597656
	Iteration 190Q: 3 clusters Score -1008884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1008887.125000 Penalty: 4628.597656
	Iteration 191Q: 3 clusters Score -1008887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1008892.062500 Penalty: 4628.597656
	Iteration 192Q: 3 clusters Score -1008892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1008894.500000 Penalty: 4628.597656
	Iteration 193Q: 3 clusters Score -1008894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1008900.687500 Penalty: 4628.597656
	Iteration 194Q: 3 clusters Score -1008901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1008904.812500 Penalty: 4628.597656
	Iteration 195Q: 3 clusters Score -1008905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1008904.187500 Penalty: 4628.597656
	Iteration 196Q: 3 clusters Score -1008904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1008906.687500 Penalty: 4628.597656
	Iteration 197Q: 3 clusters Score -1008907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1008908.437500 Penalty: 4628.597656
	Iteration 198Q: 3 clusters Score -1008908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1008908.437500 Penalty: 4628.597656
	Iteration 199F: 3 clusters Score -1008908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (89835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89835 members 
Entering Unmasked Estep 
Score: -9796259.000000 Penalty: 2828.621094
	Iteration 0F: 2 clusters Score -9796259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -9736200.000000 Penalty: 5657.242188
	Iteration 0F: 3 clusters Score -9736200 nChanged 42379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -9760220.000000 Penalty: 5657.242188
	Iteration 1F: 3 clusters Score -9760220 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -9761181.000000 Penalty: 5657.242188
	Iteration 2Q: 3 clusters Score -9761181 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 47426 members 
Entering Unmasked Estep 
Score: -9762196.000000 Penalty: 5657.242188
	Iteration 3Q: 3 clusters Score -9762196 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 48648 members 
Entering Unmasked Estep 
Score: -9763593.000000 Penalty: 5657.242188
	Iteration 4Q: 3 clusters Score -9763593 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -9765209.000000 Penalty: 5657.242188
	Iteration 5Q: 3 clusters Score -9765209 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 52782 members 
Entering Unmasked Estep 
Score: -9767464.000000 Penalty: 5657.242188
	Iteration 6Q: 3 clusters Score -9767464 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 55634 members 
Entering Unmasked Estep 
Score: -9770024.000000 Penalty: 5657.242188
	Iteration 7F: 3 clusters Score -9770024 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 58751 members 
Entering Unmasked Estep 
Score: -9773018.000000 Penalty: 5657.242188
	Iteration 8F: 3 clusters Score -9773018 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 61895 members 
Entering Unmasked Estep 
Score: -9776150.000000 Penalty: 5657.242188
	Iteration 9F: 3 clusters Score -9776150 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 64553 members 
Entering Unmasked Estep 
Score: -9778936.000000 Penalty: 5657.242188
	Iteration 10Q: 3 clusters Score -9778936 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 66756 members 
Entering Unmasked Estep 
Score: -9781165.000000 Penalty: 5657.242188
	Iteration 11Q: 3 clusters Score -9781165 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 68699 members 
Entering Unmasked Estep 
Score: -9782923.000000 Penalty: 5657.242188
	Iteration 12Q: 3 clusters Score -9782923 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 70456 members 
Entering Unmasked Estep 
Score: -9784131.000000 Penalty: 5657.242188
	Iteration 13Q: 3 clusters Score -9784131 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 72170 members 
Entering Unmasked Estep 
Score: -9785108.000000 Penalty: 5657.242188
	Iteration 14Q: 3 clusters Score -9785108 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 73843 members 
Entering Unmasked Estep 
Score: -9786046.000000 Penalty: 5657.242188
	Iteration 15Q: 3 clusters Score -9786046 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 75507 members 
Entering Unmasked Estep 
Score: -9786965.000000 Penalty: 5657.242188
	Iteration 16Q: 3 clusters Score -9786965 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 77046 members 
Entering Unmasked Estep 
Score: -9787861.000000 Penalty: 5657.242188
	Iteration 17Q: 3 clusters Score -9787861 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 78441 members 
Entering Unmasked Estep 
Score: -9788722.000000 Penalty: 5657.242188
	Iteration 18Q: 3 clusters Score -9788722 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 79655 members 
Entering Unmasked Estep 
Score: -9789414.000000 Penalty: 5657.242188
	Iteration 19Q: 3 clusters Score -9789414 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 80758 members 
Entering Unmasked Estep 
Score: -9790095.000000 Penalty: 5657.242188
	Iteration 20F: 3 clusters Score -9790095 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 81697 members 
Entering Unmasked Estep 
Score: -9790582.000000 Penalty: 5657.242188
	Iteration 21Q: 3 clusters Score -9790582 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 82464 members 
Entering Unmasked Estep 
Score: -9790972.000000 Penalty: 5657.242188
	Iteration 22Q: 3 clusters Score -9790972 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 83136 members 
Entering Unmasked Estep 
Score: -9791289.000000 Penalty: 5657.242188
	Iteration 23Q: 3 clusters Score -9791289 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 83718 members 
Entering Unmasked Estep 
Score: -9791598.000000 Penalty: 5657.242188
	Iteration 24Q: 3 clusters Score -9791598 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 84231 members 
Entering Unmasked Estep 
Score: -9791832.000000 Penalty: 5657.242188
	Iteration 25Q: 3 clusters Score -9791832 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 84686 members 
Entering Unmasked Estep 
Score: -9791970.000000 Penalty: 5657.242188
	Iteration 26Q: 3 clusters Score -9791970 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 85089 members 
Entering Unmasked Estep 
Score: -9792153.000000 Penalty: 5657.242188
	Iteration 27Q: 3 clusters Score -9792153 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 85455 members 
Entering Unmasked Estep 
Score: -9792305.000000 Penalty: 5657.242188
	Iteration 28Q: 3 clusters Score -9792305 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 85798 members 
Entering Unmasked Estep 
Score: -9792459.000000 Penalty: 5657.242188
	Iteration 29Q: 3 clusters Score -9792459 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 86101 members 
Entering Unmasked Estep 
Score: -9792616.000000 Penalty: 5657.242188
	Iteration 30Q: 3 clusters Score -9792616 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 86371 members 
Entering Unmasked Estep 
Score: -9792744.000000 Penalty: 5657.242188
	Iteration 31Q: 3 clusters Score -9792744 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 86614 members 
Entering Unmasked Estep 
Score: -9792862.000000 Penalty: 5657.242188
	Iteration 32Q: 3 clusters Score -9792862 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 86850 members 
Entering Unmasked Estep 
Score: -9793015.000000 Penalty: 5657.242188
	Iteration 33Q: 3 clusters Score -9793015 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 87045 members 
Entering Unmasked Estep 
Score: -9793080.000000 Penalty: 5657.242188
	Iteration 34Q: 3 clusters Score -9793080 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 87215 members 
Entering Unmasked Estep 
Score: -9793131.000000 Penalty: 5657.242188
	Iteration 35Q: 3 clusters Score -9793131 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 87367 members 
Entering Unmasked Estep 
Score: -9793186.000000 Penalty: 5657.242188
	Iteration 36Q: 3 clusters Score -9793186 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 87522 members 
Entering Unmasked Estep 
Score: -9793239.000000 Penalty: 5657.242188
	Iteration 37Q: 3 clusters Score -9793239 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 87671 members 
Entering Unmasked Estep 
Score: -9793331.000000 Penalty: 5657.242188
	Iteration 38Q: 3 clusters Score -9793331 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 87803 members 
Entering Unmasked Estep 
Score: -9793375.000000 Penalty: 5657.242188
	Iteration 39Q: 3 clusters Score -9793375 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 87911 members 
Entering Unmasked Estep 
Score: -9793405.000000 Penalty: 5657.242188
	Iteration 40F: 3 clusters Score -9793405 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 88007 members 
Entering Unmasked Estep 
Score: -9793454.000000 Penalty: 5657.242188
	Iteration 41Q: 3 clusters Score -9793454 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 88098 members 
Entering Unmasked Estep 
Score: -9793506.000000 Penalty: 5657.242188
	Iteration 42Q: 3 clusters Score -9793506 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 88185 members 
Entering Unmasked Estep 
Score: -9793545.000000 Penalty: 5657.242188
	Iteration 43Q: 3 clusters Score -9793545 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 88250 members 
Entering Unmasked Estep 
Score: -9793561.000000 Penalty: 5657.242188
	Iteration 44Q: 3 clusters Score -9793561 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 88300 members 
Entering Unmasked Estep 
Score: -9793575.000000 Penalty: 5657.242188
	Iteration 45Q: 3 clusters Score -9793575 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 88351 members 
Entering Unmasked Estep 
Score: -9793612.000000 Penalty: 5657.242188
	Iteration 46Q: 3 clusters Score -9793612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 88385 members 
Entering Unmasked Estep 
Score: -9793627.000000 Penalty: 5657.242188
	Iteration 47Q: 3 clusters Score -9793627 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 88417 members 
Entering Unmasked Estep 
Score: -9793642.000000 Penalty: 5657.242188
	Iteration 48Q: 3 clusters Score -9793642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 88447 members 
Entering Unmasked Estep 
Score: -9793641.000000 Penalty: 5657.242188
	Iteration 49Q: 3 clusters Score -9793641 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 88475 members 
Entering Unmasked Estep 
Score: -9793659.000000 Penalty: 5657.242188
	Iteration 50Q: 3 clusters Score -9793659 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 88498 members 
Entering Unmasked Estep 
Score: -9793659.000000 Penalty: 5657.242188
	Iteration 51Q: 3 clusters Score -9793659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 88518 members 
Entering Unmasked Estep 
Score: -9793676.000000 Penalty: 5657.242188
	Iteration 52Q: 3 clusters Score -9793676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 88545 members 
Entering Unmasked Estep 
Score: -9793680.000000 Penalty: 5657.242188
	Iteration 53Q: 3 clusters Score -9793680 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 88573 members 
Entering Unmasked Estep 
Score: -9793702.000000 Penalty: 5657.242188
	Iteration 54Q: 3 clusters Score -9793702 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 88609 members 
Entering Unmasked Estep 
Score: -9793723.000000 Penalty: 5657.242188
	Iteration 55Q: 3 clusters Score -9793723 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 88644 members 
Entering Unmasked Estep 
Score: -9793740.000000 Penalty: 5657.242188
	Iteration 56Q: 3 clusters Score -9793740 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 88680 members 
Entering Unmasked Estep 
Score: -9793760.000000 Penalty: 5657.242188
	Iteration 57Q: 3 clusters Score -9793760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 88713 members 
Entering Unmasked Estep 
Score: -9793771.000000 Penalty: 5657.242188
	Iteration 58Q: 3 clusters Score -9793771 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 88737 members 
Entering Unmasked Estep 
Score: -9793786.000000 Penalty: 5657.242188
	Iteration 59Q: 3 clusters Score -9793786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 88756 members 
Entering Unmasked Estep 
Score: -9793779.000000 Penalty: 5657.242188
	Iteration 60F: 3 clusters Score -9793779 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 88774 members 
Entering Unmasked Estep 
Score: -9793781.000000 Penalty: 5657.242188
	Iteration 61Q: 3 clusters Score -9793781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 88783 members 
Entering Unmasked Estep 
Score: -9793784.000000 Penalty: 5657.242188
	Iteration 62Q: 3 clusters Score -9793784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 88794 members 
Entering Unmasked Estep 
Score: -9793801.000000 Penalty: 5657.242188
	Iteration 63Q: 3 clusters Score -9793801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 88807 members 
Entering Unmasked Estep 
Score: -9793820.000000 Penalty: 5657.242188
	Iteration 64Q: 3 clusters Score -9793820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 88814 members 
Entering Unmasked Estep 
Score: -9793806.000000 Penalty: 5657.242188
	Iteration 65Q: 3 clusters Score -9793806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 88818 members 
Entering Unmasked Estep 
Score: -9793811.000000 Penalty: 5657.242188
	Iteration 66Q: 3 clusters Score -9793811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 88826 members 
Entering Unmasked Estep 
Score: -9793811.000000 Penalty: 5657.242188
	Iteration 67Q: 3 clusters Score -9793811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 88834 members 
Entering Unmasked Estep 
Score: -9793814.000000 Penalty: 5657.242188
	Iteration 68Q: 3 clusters Score -9793814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 88843 members 
Entering Unmasked Estep 
Score: -9793802.000000 Penalty: 5657.242188
	Iteration 69Q: 3 clusters Score -9793802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 88852 members 
Entering Unmasked Estep 
Score: -9793794.000000 Penalty: 5657.242188
	Iteration 70Q: 3 clusters Score -9793794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 88860 members 
Entering Unmasked Estep 
Score: -9793813.000000 Penalty: 5657.242188
	Iteration 71Q: 3 clusters Score -9793813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 88867 members 
Entering Unmasked Estep 
Score: -9793809.000000 Penalty: 5657.242188
	Iteration 72Q: 3 clusters Score -9793809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 88872 members 
Entering Unmasked Estep 
Score: -9793815.000000 Penalty: 5657.242188
	Iteration 73Q: 3 clusters Score -9793815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 88876 members 
Entering Unmasked Estep 
Score: -9793824.000000 Penalty: 5657.242188
	Iteration 74Q: 3 clusters Score -9793824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 88883 members 
Entering Unmasked Estep 
Score: -9793818.000000 Penalty: 5657.242188
	Iteration 75Q: 3 clusters Score -9793818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 88890 members 
Entering Unmasked Estep 
Score: -9793815.000000 Penalty: 5657.242188
	Iteration 76Q: 3 clusters Score -9793815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 88894 members 
Entering Unmasked Estep 
Score: -9793831.000000 Penalty: 5657.242188
	Iteration 77Q: 3 clusters Score -9793831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 88896 members 
Entering Unmasked Estep 
Score: -9793837.000000 Penalty: 5657.242188
	Iteration 78Q: 3 clusters Score -9793837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 88896 members 
Entering Unmasked Estep 
Score: -9793826.000000 Penalty: 5657.242188
	Iteration 79Q: 3 clusters Score -9793826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 88901 members 
Entering Unmasked Estep 
Score: -9793831.000000 Penalty: 5657.242188
	Iteration 80F: 3 clusters Score -9793831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 88905 members 
Entering Unmasked Estep 
Score: -9793836.000000 Penalty: 5657.242188
	Iteration 81Q: 3 clusters Score -9793836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 88910 members 
Entering Unmasked Estep 
Score: -9793840.000000 Penalty: 5657.242188
	Iteration 82Q: 3 clusters Score -9793840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 88911 members 
Entering Unmasked Estep 
Score: -9793834.000000 Penalty: 5657.242188
	Iteration 83Q: 3 clusters Score -9793834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 88913 members 
Entering Unmasked Estep 
Score: -9793845.000000 Penalty: 5657.242188
	Iteration 84Q: 3 clusters Score -9793845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 88916 members 
Entering Unmasked Estep 
Score: -9793842.000000 Penalty: 5657.242188
	Iteration 85Q: 3 clusters Score -9793842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 88920 members 
Entering Unmasked Estep 
Score: -9793837.000000 Penalty: 5657.242188
	Iteration 86Q: 3 clusters Score -9793837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 88923 members 
Entering Unmasked Estep 
Score: -9793831.000000 Penalty: 5657.242188
	Iteration 87Q: 3 clusters Score -9793831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 88925 members 
Entering Unmasked Estep 
Score: -9793838.000000 Penalty: 5657.242188
	Iteration 88Q: 3 clusters Score -9793838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 88925 members 
Entering Unmasked Estep 
Score: -9793838.000000 Penalty: 5657.242188
	Iteration 89F: 3 clusters Score -9793838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Entering Unmasked Estep 
Score: -268837.000000 Penalty: 2009.516479
	Iteration 0F: 2 clusters Score -268837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -265389.812500 Penalty: 4019.032959
	Iteration 0F: 3 clusters Score -265389.8 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -266070.875000 Penalty: 4019.032959
	Iteration 1F: 3 clusters Score -266070.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -266258.343750 Penalty: 4019.032959
	Iteration 2F: 3 clusters Score -266258.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -266391.875000 Penalty: 4019.032959
	Iteration 3F: 3 clusters Score -266391.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -266501.187500 Penalty: 4019.032959
	Iteration 4Q: 3 clusters Score -266501.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -266602.500000 Penalty: 4019.032959
	Iteration 5Q: 3 clusters Score -266602.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -266708.406250 Penalty: 4019.032959
	Iteration 6Q: 3 clusters Score -266708.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -266805.156250 Penalty: 4019.032959
	Iteration 7Q: 3 clusters Score -266805.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -266881.593750 Penalty: 4019.032959
	Iteration 8Q: 3 clusters Score -266881.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -266980.906250 Penalty: 4019.032959
	Iteration 9Q: 3 clusters Score -266980.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -267067.625000 Penalty: 4019.032959
	Iteration 10Q: 3 clusters Score -267067.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -267153.093750 Penalty: 4019.032959
	Iteration 11Q: 3 clusters Score -267153.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -267252.187500 Penalty: 4019.032959
	Iteration 12Q: 3 clusters Score -267252.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -267351.781250 Penalty: 4019.032959
	Iteration 13Q: 3 clusters Score -267351.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -267444.718750 Penalty: 4019.032959
	Iteration 14Q: 3 clusters Score -267444.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -267512.593750 Penalty: 4019.032959
	Iteration 15Q: 3 clusters Score -267512.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -267557.500000 Penalty: 4019.032959
	Iteration 16Q: 3 clusters Score -267557.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -267599.937500 Penalty: 4019.032959
	Iteration 17Q: 3 clusters Score -267599.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -267634.062500 Penalty: 4019.032959
	Iteration 18Q: 3 clusters Score -267634.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -267656.843750 Penalty: 4019.032959
	Iteration 19Q: 3 clusters Score -267656.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -267672.781250 Penalty: 4019.032959
	Iteration 20F: 3 clusters Score -267672.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -267690.718750 Penalty: 4019.032959
	Iteration 21Q: 3 clusters Score -267690.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -267700.625000 Penalty: 4019.032959
	Iteration 22Q: 3 clusters Score -267700.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -267708.750000 Penalty: 4019.032959
	Iteration 23Q: 3 clusters Score -267708.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -267710.187500 Penalty: 4019.032959
	Iteration 24Q: 3 clusters Score -267710.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -267711.500000 Penalty: 4019.032959
	Iteration 25Q: 3 clusters Score -267711.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -267712.375000 Penalty: 4019.032959
	Iteration 26Q: 3 clusters Score -267712.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -267712.843750 Penalty: 4019.032959
	Iteration 27Q: 3 clusters Score -267712.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -267714.750000 Penalty: 4019.032959
	Iteration 28Q: 3 clusters Score -267714.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -267716.812500 Penalty: 4019.032959
	Iteration 29Q: 3 clusters Score -267716.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -267716.812500 Penalty: 4019.032959
	Iteration 30Q: 3 clusters Score -267716.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -267717.062500 Penalty: 4019.032959
	Iteration 31Q: 3 clusters Score -267717.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -267717.750000 Penalty: 4019.032959
	Iteration 32Q: 3 clusters Score -267717.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -267717.750000 Penalty: 4019.032959
	Iteration 33F: 3 clusters Score -267717.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Entering Unmasked Estep 
Score: -908800.500000 Penalty: 2240.954346
	Iteration 0F: 2 clusters Score -908800.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -902103.500000 Penalty: 4481.908691
	Iteration 0F: 3 clusters Score -902103.5 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -903964.437500 Penalty: 4481.908691
	Iteration 1F: 3 clusters Score -903964.4 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -904320.375000 Penalty: 4481.908691
	Iteration 2F: 3 clusters Score -904320.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -904612.562500 Penalty: 4481.908691
	Iteration 3F: 3 clusters Score -904612.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -904900.750000 Penalty: 4481.908691
	Iteration 4F: 3 clusters Score -904900.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -905134.562500 Penalty: 4481.908691
	Iteration 5Q: 3 clusters Score -905134.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -905349.125000 Penalty: 4481.908691
	Iteration 6Q: 3 clusters Score -905349.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -905556.375000 Penalty: 4481.908691
	Iteration 7Q: 3 clusters Score -905556.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -905736.000000 Penalty: 4481.908691
	Iteration 8Q: 3 clusters Score -905736 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -905937.562500 Penalty: 4481.908691
	Iteration 9Q: 3 clusters Score -905937.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -906155.687500 Penalty: 4481.908691
	Iteration 10Q: 3 clusters Score -906155.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -906397.000000 Penalty: 4481.908691
	Iteration 11Q: 3 clusters Score -906397 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -906649.187500 Penalty: 4481.908691
	Iteration 12Q: 3 clusters Score -906649.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -906849.750000 Penalty: 4481.908691
	Iteration 13Q: 3 clusters Score -906849.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -906989.625000 Penalty: 4481.908691
	Iteration 14Q: 3 clusters Score -906989.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -907089.437500 Penalty: 4481.908691
	Iteration 15Q: 3 clusters Score -907089.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -907160.250000 Penalty: 4481.908691
	Iteration 16Q: 3 clusters Score -907160.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -907202.687500 Penalty: 4481.908691
	Iteration 17Q: 3 clusters Score -907202.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -907242.312500 Penalty: 4481.908691
	Iteration 18Q: 3 clusters Score -907242.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -907276.937500 Penalty: 4481.908691
	Iteration 19Q: 3 clusters Score -907276.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -907304.375000 Penalty: 4481.908691
	Iteration 20F: 3 clusters Score -907304.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -907319.562500 Penalty: 4481.908691
	Iteration 21Q: 3 clusters Score -907319.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -907330.312500 Penalty: 4481.908691
	Iteration 22Q: 3 clusters Score -907330.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -907340.875000 Penalty: 4481.908691
	Iteration 23Q: 3 clusters Score -907340.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -907345.750000 Penalty: 4481.908691
	Iteration 24Q: 3 clusters Score -907345.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -907352.875000 Penalty: 4481.908691
	Iteration 25Q: 3 clusters Score -907352.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -907354.437500 Penalty: 4481.908691
	Iteration 26Q: 3 clusters Score -907354.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -907359.000000 Penalty: 4481.908691
	Iteration 27Q: 3 clusters Score -907359 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -907367.062500 Penalty: 4481.908691
	Iteration 28Q: 3 clusters Score -907367.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -907370.750000 Penalty: 4481.908691
	Iteration 29Q: 3 clusters Score -907370.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -907376.375000 Penalty: 4481.908691
	Iteration 30Q: 3 clusters Score -907376.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -907380.062500 Penalty: 4481.908691
	Iteration 31Q: 3 clusters Score -907380.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -907384.750000 Penalty: 4481.908691
	Iteration 32Q: 3 clusters Score -907384.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -907389.750000 Penalty: 4481.908691
	Iteration 33Q: 3 clusters Score -907389.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -907390.750000 Penalty: 4481.908691
	Iteration 34Q: 3 clusters Score -907390.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -907394.875000 Penalty: 4481.908691
	Iteration 35Q: 3 clusters Score -907394.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -907398.375000 Penalty: 4481.908691
	Iteration 36Q: 3 clusters Score -907398.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -907402.687500 Penalty: 4481.908691
	Iteration 37Q: 3 clusters Score -907402.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -907405.250000 Penalty: 4481.908691
	Iteration 38Q: 3 clusters Score -907405.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -907409.375000 Penalty: 4481.908691
	Iteration 39Q: 3 clusters Score -907409.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -907409.812500 Penalty: 4481.908691
	Iteration 40F: 3 clusters Score -907409.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -907416.000000 Penalty: 4481.908691
	Iteration 41Q: 3 clusters Score -907416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -907422.437500 Penalty: 4481.908691
	Iteration 42Q: 3 clusters Score -907422.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -907425.375000 Penalty: 4481.908691
	Iteration 43Q: 3 clusters Score -907425.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -907433.750000 Penalty: 4481.908691
	Iteration 44Q: 3 clusters Score -907433.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -907432.187500 Penalty: 4481.908691
	Iteration 45Q: 3 clusters Score -907432.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -907433.375000 Penalty: 4481.908691
	Iteration 46Q: 3 clusters Score -907433.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -907435.687500 Penalty: 4481.908691
	Iteration 47Q: 3 clusters Score -907435.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -907438.125000 Penalty: 4481.908691
	Iteration 48Q: 3 clusters Score -907438.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -907438.687500 Penalty: 4481.908691
	Iteration 49Q: 3 clusters Score -907438.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -907439.187500 Penalty: 4481.908691
	Iteration 50Q: 3 clusters Score -907439.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -907438.812500 Penalty: 4481.908691
	Iteration 51Q: 3 clusters Score -907438.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -907440.062500 Penalty: 4481.908691
	Iteration 52Q: 3 clusters Score -907440.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -907441.812500 Penalty: 4481.908691
	Iteration 53Q: 3 clusters Score -907441.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -907438.562500 Penalty: 4481.908691
	Iteration 54Q: 3 clusters Score -907438.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -907439.687500 Penalty: 4481.908691
	Iteration 55Q: 3 clusters Score -907439.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -907441.000000 Penalty: 4481.908691
	Iteration 56Q: 3 clusters Score -907441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -907441.187500 Penalty: 4481.908691
	Iteration 57Q: 3 clusters Score -907441.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -907441.187500 Penalty: 4481.908691
	Iteration 58Q: 3 clusters Score -907441.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -907440.187500 Penalty: 4481.908691
	Iteration 59Q: 3 clusters Score -907440.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -907440.187500 Penalty: 4481.908691
	Iteration 60F: 3 clusters Score -907440.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Entering Unmasked Estep 
Score: -1117649.750000 Penalty: 2293.413574
	Iteration 0F: 2 clusters Score -1117650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1109750.500000 Penalty: 4586.827148
	Iteration 0F: 3 clusters Score -1109750 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1112195.750000 Penalty: 4586.827148
	Iteration 1F: 3 clusters Score -1112196 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1112509.500000 Penalty: 4586.827148
	Iteration 2F: 3 clusters Score -1112510 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1112740.125000 Penalty: 4586.827148
	Iteration 3F: 3 clusters Score -1112740 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1112958.500000 Penalty: 4586.827148
	Iteration 4Q: 3 clusters Score -1112958 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1113196.500000 Penalty: 4586.827148
	Iteration 5Q: 3 clusters Score -1113196 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1113448.875000 Penalty: 4586.827148
	Iteration 6Q: 3 clusters Score -1113449 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1113752.625000 Penalty: 4586.827148
	Iteration 7Q: 3 clusters Score -1113753 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1114120.500000 Penalty: 4586.827148
	Iteration 8Q: 3 clusters Score -1114120 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1114521.250000 Penalty: 4586.827148
	Iteration 9Q: 3 clusters Score -1114521 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1114930.625000 Penalty: 4586.827148
	Iteration 10Q: 3 clusters Score -1114931 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1115335.625000 Penalty: 4586.827148
	Iteration 11Q: 3 clusters Score -1115336 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1115777.000000 Penalty: 4586.827148
	Iteration 12Q: 3 clusters Score -1115777 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1116235.375000 Penalty: 4586.827148
	Iteration 13Q: 3 clusters Score -1116235 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1116644.875000 Penalty: 4586.827148
	Iteration 14Q: 3 clusters Score -1116645 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1116904.750000 Penalty: 4586.827148
	Iteration 15Q: 3 clusters Score -1116905 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1117033.375000 Penalty: 4586.827148
	Iteration 16Q: 3 clusters Score -1117033 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1117082.375000 Penalty: 4586.827148
	Iteration 17Q: 3 clusters Score -1117082 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1117103.750000 Penalty: 4586.827148
	Iteration 18Q: 3 clusters Score -1117104 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1117121.000000 Penalty: 4586.827148
	Iteration 19Q: 3 clusters Score -1117121 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1117128.250000 Penalty: 4586.827148
	Iteration 20F: 3 clusters Score -1117128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1117131.875000 Penalty: 4586.827148
	Iteration 21Q: 3 clusters Score -1117132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1117134.750000 Penalty: 4586.827148
	Iteration 22Q: 3 clusters Score -1117135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1117137.500000 Penalty: 4586.827148
	Iteration 23Q: 3 clusters Score -1117138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1117138.250000 Penalty: 4586.827148
	Iteration 24Q: 3 clusters Score -1117138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1117141.000000 Penalty: 4586.827148
	Iteration 25Q: 3 clusters Score -1117141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1117142.500000 Penalty: 4586.827148
	Iteration 26Q: 3 clusters Score -1117142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1117142.375000 Penalty: 4586.827148
	Iteration 27Q: 3 clusters Score -1117142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1117142.250000 Penalty: 4586.827148
	Iteration 28Q: 3 clusters Score -1117142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1117142.250000 Penalty: 4586.827148
	Iteration 29F: 3 clusters Score -1117142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -48283.894531 Penalty: 1554.265747
	Iteration 0F: 2 clusters Score -48283.89 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 248 members 
Entering Unmasked Estep 
Score: -46752.109375 Penalty: 3108.531494
	Iteration 0F: 3 clusters Score -46752.11 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46945.453125 Penalty: 3108.531494
	Iteration 1F: 3 clusters Score -46945.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -47028.539062 Penalty: 3108.531494
	Iteration 2F: 3 clusters Score -47028.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -47063.960938 Penalty: 3108.531494
	Iteration 3Q: 3 clusters Score -47063.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -47071.585938 Penalty: 3108.531494
	Iteration 4Q: 3 clusters Score -47071.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47103.265625 Penalty: 3108.531494
	Iteration 5Q: 3 clusters Score -47103.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47111.511719 Penalty: 3108.531494
	Iteration 6Q: 3 clusters Score -47111.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47117.179688 Penalty: 3108.531494
	Iteration 7Q: 3 clusters Score -47117.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47121.417969 Penalty: 3108.531494
	Iteration 8Q: 3 clusters Score -47121.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -47129.082031 Penalty: 3108.531494
	Iteration 9Q: 3 clusters Score -47129.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -47133.078125 Penalty: 3108.531494
	Iteration 10Q: 3 clusters Score -47133.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -47133.078125 Penalty: 3108.531494
	Iteration 11F: 3 clusters Score -47133.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -17615.912109 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -17615.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16460.578125 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -16460.58 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16601.734375 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -16601.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16655.972656 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -16655.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16669.458984 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -16669.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16684.761719 Penalty: 2765.670898
	Iteration 4Q: 3 clusters Score -16684.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16697.408203 Penalty: 2765.670898
	Iteration 5Q: 3 clusters Score -16697.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16700.160156 Penalty: 2765.670898
	Iteration 6Q: 3 clusters Score -16700.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16703.908203 Penalty: 2765.670898
	Iteration 7Q: 3 clusters Score -16703.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16703.908203 Penalty: 2765.670898
	Iteration 8F: 3 clusters Score -16703.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Entering Unmasked Estep 
Score: -741764.000000 Penalty: 2187.276855
	Iteration 0F: 2 clusters Score -741764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -736054.875000 Penalty: 4374.553711
	Iteration 0F: 3 clusters Score -736054.9 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -737512.937500 Penalty: 4374.553711
	Iteration 1F: 3 clusters Score -737512.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -737749.187500 Penalty: 4374.553711
	Iteration 2F: 3 clusters Score -737749.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -737912.312500 Penalty: 4374.553711
	Iteration 3Q: 3 clusters Score -737912.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -738062.562500 Penalty: 4374.553711
	Iteration 4Q: 3 clusters Score -738062.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -738206.125000 Penalty: 4374.553711
	Iteration 5Q: 3 clusters Score -738206.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -738387.437500 Penalty: 4374.553711
	Iteration 6Q: 3 clusters Score -738387.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -738662.312500 Penalty: 4374.553711
	Iteration 7Q: 3 clusters Score -738662.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -738981.187500 Penalty: 4374.553711
	Iteration 8Q: 3 clusters Score -738981.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -739310.937500 Penalty: 4374.553711
	Iteration 9Q: 3 clusters Score -739310.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -739517.937500 Penalty: 4374.553711
	Iteration 10Q: 3 clusters Score -739517.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -739652.625000 Penalty: 4374.553711
	Iteration 11Q: 3 clusters Score -739652.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -739757.437500 Penalty: 4374.553711
	Iteration 12Q: 3 clusters Score -739757.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -739838.312500 Penalty: 4374.553711
	Iteration 13Q: 3 clusters Score -739838.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -739928.625000 Penalty: 4374.553711
	Iteration 14Q: 3 clusters Score -739928.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -740026.687500 Penalty: 4374.553711
	Iteration 15Q: 3 clusters Score -740026.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -740103.812500 Penalty: 4374.553711
	Iteration 16Q: 3 clusters Score -740103.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -740169.625000 Penalty: 4374.553711
	Iteration 17Q: 3 clusters Score -740169.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -740228.062500 Penalty: 4374.553711
	Iteration 18Q: 3 clusters Score -740228.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -740284.625000 Penalty: 4374.553711
	Iteration 19Q: 3 clusters Score -740284.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -740344.750000 Penalty: 4374.553711
	Iteration 20F: 3 clusters Score -740344.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -740404.687500 Penalty: 4374.553711
	Iteration 21Q: 3 clusters Score -740404.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -740459.562500 Penalty: 4374.553711
	Iteration 22Q: 3 clusters Score -740459.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -740514.750000 Penalty: 4374.553711
	Iteration 23Q: 3 clusters Score -740514.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -740570.500000 Penalty: 4374.553711
	Iteration 24Q: 3 clusters Score -740570.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -740619.812500 Penalty: 4374.553711
	Iteration 25Q: 3 clusters Score -740619.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -740672.875000 Penalty: 4374.553711
	Iteration 26Q: 3 clusters Score -740672.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -740733.875000 Penalty: 4374.553711
	Iteration 27Q: 3 clusters Score -740733.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -740815.812500 Penalty: 4374.553711
	Iteration 28Q: 3 clusters Score -740815.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -740891.562500 Penalty: 4374.553711
	Iteration 29Q: 3 clusters Score -740891.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -740958.812500 Penalty: 4374.553711
	Iteration 30Q: 3 clusters Score -740958.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -741028.437500 Penalty: 4374.553711
	Iteration 31Q: 3 clusters Score -741028.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -741086.250000 Penalty: 4374.553711
	Iteration 32Q: 3 clusters Score -741086.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -741127.750000 Penalty: 4374.553711
	Iteration 33Q: 3 clusters Score -741127.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -741155.812500 Penalty: 4374.553711
	Iteration 34Q: 3 clusters Score -741155.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -741175.000000 Penalty: 4374.553711
	Iteration 35Q: 3 clusters Score -741175 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -741185.375000 Penalty: 4374.553711
	Iteration 36Q: 3 clusters Score -741185.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -741193.312500 Penalty: 4374.553711
	Iteration 37Q: 3 clusters Score -741193.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -741197.687500 Penalty: 4374.553711
	Iteration 38Q: 3 clusters Score -741197.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -741203.312500 Penalty: 4374.553711
	Iteration 39Q: 3 clusters Score -741203.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -741206.812500 Penalty: 4374.553711
	Iteration 40F: 3 clusters Score -741206.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -741208.312500 Penalty: 4374.553711
	Iteration 41Q: 3 clusters Score -741208.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -741209.437500 Penalty: 4374.553711
	Iteration 42Q: 3 clusters Score -741209.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -741211.437500 Penalty: 4374.553711
	Iteration 43Q: 3 clusters Score -741211.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -741213.625000 Penalty: 4374.553711
	Iteration 44Q: 3 clusters Score -741213.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -741212.437500 Penalty: 4374.553711
	Iteration 45Q: 3 clusters Score -741212.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -741212.437500 Penalty: 4374.553711
	Iteration 46F: 3 clusters Score -741212.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (55972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55972 members 
Entering Unmasked Estep 
Score: -5558658.500000 Penalty: 2711.286377
	Iteration 0F: 2 clusters Score -5558658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -5520961.500000 Penalty: 5422.572754
	Iteration 0F: 3 clusters Score -5520962 nChanged 25904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -5535404.000000 Penalty: 5422.572754
	Iteration 1F: 3 clusters Score -5535404 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -5536248.000000 Penalty: 5422.572754
	Iteration 2Q: 3 clusters Score -5536248 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -5537193.500000 Penalty: 5422.572754
	Iteration 3Q: 3 clusters Score -5537194 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -5538374.500000 Penalty: 5422.572754
	Iteration 4Q: 3 clusters Score -5538374 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -5539912.500000 Penalty: 5422.572754
	Iteration 5F: 3 clusters Score -5539912 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -5541934.000000 Penalty: 5422.572754
	Iteration 6F: 3 clusters Score -5541934 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -5544469.500000 Penalty: 5422.572754
	Iteration 7F: 3 clusters Score -5544470 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44232 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -5547321.500000 Penalty: 5422.572754
	Iteration 8F: 3 clusters Score -5547322 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -5550149.000000 Penalty: 5422.572754
	Iteration 9F: 3 clusters Score -5550149 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50613 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -5552604.000000 Penalty: 5422.572754
	Iteration 10F: 3 clusters Score -5552604 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52669 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -5554388.000000 Penalty: 5422.572754
	Iteration 11Q: 3 clusters Score -5554388 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53870 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5555464.500000 Penalty: 5422.572754
	Iteration 12Q: 3 clusters Score -5555464 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54488 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -5556030.000000 Penalty: 5422.572754
	Iteration 13Q: 3 clusters Score -5556030 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54784 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5556340.000000 Penalty: 5422.572754
	Iteration 14Q: 3 clusters Score -5556340 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54940 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5556530.500000 Penalty: 5422.572754
	Iteration 15Q: 3 clusters Score -5556530 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55014 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5556639.000000 Penalty: 5422.572754
	Iteration 16Q: 3 clusters Score -5556639 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5556736.000000 Penalty: 5422.572754
	Iteration 17Q: 3 clusters Score -5556736 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55096 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5556786.000000 Penalty: 5422.572754
	Iteration 18Q: 3 clusters Score -5556786 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55121 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5556813.000000 Penalty: 5422.572754
	Iteration 19Q: 3 clusters Score -5556813 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5556834.500000 Penalty: 5422.572754
	Iteration 20F: 3 clusters Score -5556834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55151 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5556849.000000 Penalty: 5422.572754
	Iteration 21Q: 3 clusters Score -5556849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55158 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5556871.000000 Penalty: 5422.572754
	Iteration 22Q: 3 clusters Score -5556871 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55166 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5556873.000000 Penalty: 5422.572754
	Iteration 23Q: 3 clusters Score -5556873 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55177 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5556899.000000 Penalty: 5422.572754
	Iteration 24Q: 3 clusters Score -5556899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55184 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5556905.500000 Penalty: 5422.572754
	Iteration 25Q: 3 clusters Score -5556906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55194 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5556919.500000 Penalty: 5422.572754
	Iteration 26Q: 3 clusters Score -5556920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55197 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5556923.000000 Penalty: 5422.572754
	Iteration 27Q: 3 clusters Score -5556923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55198 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5556923.500000 Penalty: 5422.572754
	Iteration 28Q: 3 clusters Score -5556924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55197 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5556923.000000 Penalty: 5422.572754
	Iteration 29Q: 3 clusters Score -5556923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55198 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5556920.000000 Penalty: 5422.572754
	Iteration 30Q: 3 clusters Score -5556920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55202 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5556923.500000 Penalty: 5422.572754
	Iteration 31Q: 3 clusters Score -5556924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55202 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5556931.000000 Penalty: 5422.572754
	Iteration 32Q: 3 clusters Score -5556931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55206 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5556934.000000 Penalty: 5422.572754
	Iteration 33Q: 3 clusters Score -5556934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55210 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5556934.500000 Penalty: 5422.572754
	Iteration 34Q: 3 clusters Score -5556934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55214 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5556938.000000 Penalty: 5422.572754
	Iteration 35Q: 3 clusters Score -5556938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55216 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5556942.500000 Penalty: 5422.572754
	Iteration 36Q: 3 clusters Score -5556942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55219 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5556939.000000 Penalty: 5422.572754
	Iteration 37Q: 3 clusters Score -5556939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55222 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5556939.000000 Penalty: 5422.572754
	Iteration 38Q: 3 clusters Score -5556939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55225 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5556933.000000 Penalty: 5422.572754
	Iteration 39Q: 3 clusters Score -5556933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55228 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5556935.500000 Penalty: 5422.572754
	Iteration 40F: 3 clusters Score -5556936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55229 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5556939.500000 Penalty: 5422.572754
	Iteration 41Q: 3 clusters Score -5556940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55229 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5556939.500000 Penalty: 5422.572754
	Iteration 42F: 3 clusters Score -5556940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Entering Unmasked Estep 
Score: -264441.468750 Penalty: 1960.549561
	Iteration 0F: 2 clusters Score -264441.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -261407.968750 Penalty: 3921.099121
	Iteration 0F: 3 clusters Score -261408 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -262000.906250 Penalty: 3921.099121
	Iteration 1F: 3 clusters Score -262000.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -262163.250000 Penalty: 3921.099121
	Iteration 2F: 3 clusters Score -262163.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -262256.843750 Penalty: 3921.099121
	Iteration 3Q: 3 clusters Score -262256.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -262309.375000 Penalty: 3921.099121
	Iteration 4Q: 3 clusters Score -262309.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -262351.812500 Penalty: 3921.099121
	Iteration 5Q: 3 clusters Score -262351.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -262392.468750 Penalty: 3921.099121
	Iteration 6Q: 3 clusters Score -262392.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -262426.250000 Penalty: 3921.099121
	Iteration 7Q: 3 clusters Score -262426.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -262446.437500 Penalty: 3921.099121
	Iteration 8Q: 3 clusters Score -262446.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -262476.750000 Penalty: 3921.099121
	Iteration 9Q: 3 clusters Score -262476.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -262520.812500 Penalty: 3921.099121
	Iteration 10Q: 3 clusters Score -262520.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -262560.843750 Penalty: 3921.099121
	Iteration 11Q: 3 clusters Score -262560.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -262601.937500 Penalty: 3921.099121
	Iteration 12Q: 3 clusters Score -262601.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -262656.218750 Penalty: 3921.099121
	Iteration 13Q: 3 clusters Score -262656.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -262726.343750 Penalty: 3921.099121
	Iteration 14Q: 3 clusters Score -262726.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -262808.750000 Penalty: 3921.099121
	Iteration 15Q: 3 clusters Score -262808.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -262903.625000 Penalty: 3921.099121
	Iteration 16Q: 3 clusters Score -262903.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -262989.406250 Penalty: 3921.099121
	Iteration 17Q: 3 clusters Score -262989.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -263083.750000 Penalty: 3921.099121
	Iteration 18Q: 3 clusters Score -263083.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -263161.781250 Penalty: 3921.099121
	Iteration 19Q: 3 clusters Score -263161.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -263236.937500 Penalty: 3921.099121
	Iteration 20F: 3 clusters Score -263236.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -263296.437500 Penalty: 3921.099121
	Iteration 21Q: 3 clusters Score -263296.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -263337.375000 Penalty: 3921.099121
	Iteration 22Q: 3 clusters Score -263337.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -263356.500000 Penalty: 3921.099121
	Iteration 23Q: 3 clusters Score -263356.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -263364.812500 Penalty: 3921.099121
	Iteration 24Q: 3 clusters Score -263364.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -263369.062500 Penalty: 3921.099121
	Iteration 25Q: 3 clusters Score -263369.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -263371.781250 Penalty: 3921.099121
	Iteration 26Q: 3 clusters Score -263371.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -263374.687500 Penalty: 3921.099121
	Iteration 27Q: 3 clusters Score -263374.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -263374.875000 Penalty: 3921.099121
	Iteration 28Q: 3 clusters Score -263374.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -263376.937500 Penalty: 3921.099121
	Iteration 29Q: 3 clusters Score -263376.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -263376.937500 Penalty: 3921.099121
	Iteration 30F: 3 clusters Score -263376.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Entering Unmasked Estep 
Score: -859645.062500 Penalty: 2257.869629
	Iteration 0F: 2 clusters Score -859645.1 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 4611 members 
Entering Unmasked Estep 
Score: -852571.062500 Penalty: 4515.739258
	Iteration 0F: 3 clusters Score -852571.1 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -854789.187500 Penalty: 4515.739258
	Iteration 1F: 3 clusters Score -854789.2 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -855223.937500 Penalty: 4515.739258
	Iteration 2F: 3 clusters Score -855223.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -855616.312500 Penalty: 4515.739258
	Iteration 3F: 3 clusters Score -855616.3 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -856014.250000 Penalty: 4515.739258
	Iteration 4F: 3 clusters Score -856014.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -856341.250000 Penalty: 4515.739258
	Iteration 5F: 3 clusters Score -856341.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -856607.187500 Penalty: 4515.739258
	Iteration 6Q: 3 clusters Score -856607.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -856850.312500 Penalty: 4515.739258
	Iteration 7Q: 3 clusters Score -856850.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -857073.000000 Penalty: 4515.739258
	Iteration 8Q: 3 clusters Score -857073 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -857266.687500 Penalty: 4515.739258
	Iteration 9Q: 3 clusters Score -857266.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -857446.687500 Penalty: 4515.739258
	Iteration 10Q: 3 clusters Score -857446.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -857596.750000 Penalty: 4515.739258
	Iteration 11Q: 3 clusters Score -857596.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -857707.562500 Penalty: 4515.739258
	Iteration 12Q: 3 clusters Score -857707.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -857802.437500 Penalty: 4515.739258
	Iteration 13Q: 3 clusters Score -857802.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -857881.437500 Penalty: 4515.739258
	Iteration 14Q: 3 clusters Score -857881.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -857956.000000 Penalty: 4515.739258
	Iteration 15Q: 3 clusters Score -857956 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -858007.187500 Penalty: 4515.739258
	Iteration 16Q: 3 clusters Score -858007.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -858045.250000 Penalty: 4515.739258
	Iteration 17Q: 3 clusters Score -858045.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -858069.312500 Penalty: 4515.739258
	Iteration 18Q: 3 clusters Score -858069.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -858092.437500 Penalty: 4515.739258
	Iteration 19Q: 3 clusters Score -858092.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -858114.562500 Penalty: 4515.739258
	Iteration 20F: 3 clusters Score -858114.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -858126.312500 Penalty: 4515.739258
	Iteration 21Q: 3 clusters Score -858126.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -858136.062500 Penalty: 4515.739258
	Iteration 22Q: 3 clusters Score -858136.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -858148.000000 Penalty: 4515.739258
	Iteration 23Q: 3 clusters Score -858148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -858163.562500 Penalty: 4515.739258
	Iteration 24Q: 3 clusters Score -858163.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -858179.000000 Penalty: 4515.739258
	Iteration 25Q: 3 clusters Score -858179 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -858208.250000 Penalty: 4515.739258
	Iteration 26Q: 3 clusters Score -858208.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -858246.000000 Penalty: 4515.739258
	Iteration 27Q: 3 clusters Score -858246 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -858269.062500 Penalty: 4515.739258
	Iteration 28Q: 3 clusters Score -858269.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -858281.812500 Penalty: 4515.739258
	Iteration 29Q: 3 clusters Score -858281.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -858291.500000 Penalty: 4515.739258
	Iteration 30Q: 3 clusters Score -858291.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -858305.187500 Penalty: 4515.739258
	Iteration 31Q: 3 clusters Score -858305.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -858313.062500 Penalty: 4515.739258
	Iteration 32Q: 3 clusters Score -858313.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -858317.437500 Penalty: 4515.739258
	Iteration 33Q: 3 clusters Score -858317.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -858321.250000 Penalty: 4515.739258
	Iteration 34Q: 3 clusters Score -858321.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -858325.562500 Penalty: 4515.739258
	Iteration 35Q: 3 clusters Score -858325.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -858327.625000 Penalty: 4515.739258
	Iteration 36Q: 3 clusters Score -858327.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -858332.312500 Penalty: 4515.739258
	Iteration 37Q: 3 clusters Score -858332.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -858332.187500 Penalty: 4515.739258
	Iteration 38Q: 3 clusters Score -858332.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -858331.875000 Penalty: 4515.739258
	Iteration 39Q: 3 clusters Score -858331.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -858332.062500 Penalty: 4515.739258
	Iteration 40F: 3 clusters Score -858332.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -858331.750000 Penalty: 4515.739258
	Iteration 41Q: 3 clusters Score -858331.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -858331.750000 Penalty: 4515.739258
	Iteration 42F: 3 clusters Score -858331.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -95443.148438 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -95443.15 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 488 members 
Entering Unmasked Estep 
Score: -93580.335938 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -93580.34 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -93848.187500 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -93848.19 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -93932.648438 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -93932.65 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -93977.429688 Penalty: 3399.759766
	Iteration 3Q: 3 clusters Score -93977.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -94001.187500 Penalty: 3399.759766
	Iteration 4Q: 3 clusters Score -94001.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -94027.609375 Penalty: 3399.759766
	Iteration 5Q: 3 clusters Score -94027.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -94045.968750 Penalty: 3399.759766
	Iteration 6Q: 3 clusters Score -94045.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -94054.406250 Penalty: 3399.759766
	Iteration 7Q: 3 clusters Score -94054.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -94059.414062 Penalty: 3399.759766
	Iteration 8Q: 3 clusters Score -94059.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -94062.742188 Penalty: 3399.759766
	Iteration 9Q: 3 clusters Score -94062.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -94069.101562 Penalty: 3399.759766
	Iteration 10Q: 3 clusters Score -94069.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -94071.007812 Penalty: 3399.759766
	Iteration 11Q: 3 clusters Score -94071.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -94071.820312 Penalty: 3399.759766
	Iteration 12Q: 3 clusters Score -94071.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -94073.773438 Penalty: 3399.759766
	Iteration 13Q: 3 clusters Score -94073.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -94073.773438 Penalty: 3399.759766
	Iteration 14F: 3 clusters Score -94073.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (32338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Entering Unmasked Estep 
Score: -3494065.500000 Penalty: 2575.231445
	Iteration 0F: 2 clusters Score -3494066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -3471897.000000 Penalty: 5150.462891
	Iteration 0F: 3 clusters Score -3471897 nChanged 14648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -3480078.000000 Penalty: 5150.462891
	Iteration 1F: 3 clusters Score -3480078 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -3480983.250000 Penalty: 5150.462891
	Iteration 2F: 3 clusters Score -3480983 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -3482148.750000 Penalty: 5150.462891
	Iteration 3F: 3 clusters Score -3482149 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -3483675.500000 Penalty: 5150.462891
	Iteration 4F: 3 clusters Score -3483676 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -3485391.500000 Penalty: 5150.462891
	Iteration 5F: 3 clusters Score -3485392 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -3487053.250000 Penalty: 5150.462891
	Iteration 6F: 3 clusters Score -3487053 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -3488436.250000 Penalty: 5150.462891
	Iteration 7F: 3 clusters Score -3488436 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -3489504.500000 Penalty: 5150.462891
	Iteration 8Q: 3 clusters Score -3489504 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -3490321.750000 Penalty: 5150.462891
	Iteration 9Q: 3 clusters Score -3490322 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -3490834.750000 Penalty: 5150.462891
	Iteration 10Q: 3 clusters Score -3490835 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -3491207.250000 Penalty: 5150.462891
	Iteration 11Q: 3 clusters Score -3491207 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -3491457.500000 Penalty: 5150.462891
	Iteration 12Q: 3 clusters Score -3491458 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -3491655.250000 Penalty: 5150.462891
	Iteration 13Q: 3 clusters Score -3491655 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -3491830.750000 Penalty: 5150.462891
	Iteration 14Q: 3 clusters Score -3491831 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -3492017.250000 Penalty: 5150.462891
	Iteration 15Q: 3 clusters Score -3492017 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -3492180.250000 Penalty: 5150.462891
	Iteration 16Q: 3 clusters Score -3492180 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -3492342.750000 Penalty: 5150.462891
	Iteration 17Q: 3 clusters Score -3492343 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -3492463.000000 Penalty: 5150.462891
	Iteration 18Q: 3 clusters Score -3492463 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -3492585.000000 Penalty: 5150.462891
	Iteration 19Q: 3 clusters Score -3492585 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -3492679.250000 Penalty: 5150.462891
	Iteration 20F: 3 clusters Score -3492679 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -3492760.250000 Penalty: 5150.462891
	Iteration 21Q: 3 clusters Score -3492760 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -3492808.000000 Penalty: 5150.462891
	Iteration 22Q: 3 clusters Score -3492808 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -3492850.500000 Penalty: 5150.462891
	Iteration 23Q: 3 clusters Score -3492850 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -3492870.500000 Penalty: 5150.462891
	Iteration 24Q: 3 clusters Score -3492870 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -3492896.250000 Penalty: 5150.462891
	Iteration 25Q: 3 clusters Score -3492896 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -3492904.750000 Penalty: 5150.462891
	Iteration 26Q: 3 clusters Score -3492905 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -3492923.250000 Penalty: 5150.462891
	Iteration 27Q: 3 clusters Score -3492923 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -3492947.750000 Penalty: 5150.462891
	Iteration 28Q: 3 clusters Score -3492948 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -3492962.000000 Penalty: 5150.462891
	Iteration 29Q: 3 clusters Score -3492962 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -3492984.000000 Penalty: 5150.462891
	Iteration 30Q: 3 clusters Score -3492984 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -3492998.000000 Penalty: 5150.462891
	Iteration 31Q: 3 clusters Score -3492998 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -3493004.500000 Penalty: 5150.462891
	Iteration 32Q: 3 clusters Score -3493004 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -3493003.000000 Penalty: 5150.462891
	Iteration 33Q: 3 clusters Score -3493003 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3493018.000000 Penalty: 5150.462891
	Iteration 34Q: 3 clusters Score -3493018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3493022.750000 Penalty: 5150.462891
	Iteration 35Q: 3 clusters Score -3493023 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -3493023.750000 Penalty: 5150.462891
	Iteration 36Q: 3 clusters Score -3493024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -3493014.500000 Penalty: 5150.462891
	Iteration 37Q: 3 clusters Score -3493014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -3493025.250000 Penalty: 5150.462891
	Iteration 38Q: 3 clusters Score -3493025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -3493020.750000 Penalty: 5150.462891
	Iteration 39Q: 3 clusters Score -3493021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -3493017.250000 Penalty: 5150.462891
	Iteration 40F: 3 clusters Score -3493017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3493017.250000 Penalty: 5150.462891
	Iteration 41Q: 3 clusters Score -3493017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3493020.750000 Penalty: 5150.462891
	Iteration 42Q: 3 clusters Score -3493021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -3493014.750000 Penalty: 5150.462891
	Iteration 43Q: 3 clusters Score -3493015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -3493019.250000 Penalty: 5150.462891
	Iteration 44Q: 3 clusters Score -3493019 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -3493021.500000 Penalty: 5150.462891
	Iteration 45Q: 3 clusters Score -3493022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -3493034.250000 Penalty: 5150.462891
	Iteration 46Q: 3 clusters Score -3493034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -3493035.250000 Penalty: 5150.462891
	Iteration 47Q: 3 clusters Score -3493035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -3493040.000000 Penalty: 5150.462891
	Iteration 48Q: 3 clusters Score -3493040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -3493047.250000 Penalty: 5150.462891
	Iteration 49Q: 3 clusters Score -3493047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -3493052.250000 Penalty: 5150.462891
	Iteration 50Q: 3 clusters Score -3493052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -3493059.500000 Penalty: 5150.462891
	Iteration 51Q: 3 clusters Score -3493060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -3493059.250000 Penalty: 5150.462891
	Iteration 52Q: 3 clusters Score -3493059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -3493064.500000 Penalty: 5150.462891
	Iteration 53Q: 3 clusters Score -3493064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3493066.750000 Penalty: 5150.462891
	Iteration 54Q: 3 clusters Score -3493067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -3493068.000000 Penalty: 5150.462891
	Iteration 55Q: 3 clusters Score -3493068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3493063.750000 Penalty: 5150.462891
	Iteration 56Q: 3 clusters Score -3493064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -3493065.500000 Penalty: 5150.462891
	Iteration 57Q: 3 clusters Score -3493066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -3493069.000000 Penalty: 5150.462891
	Iteration 58Q: 3 clusters Score -3493069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -3493067.500000 Penalty: 5150.462891
	Iteration 59Q: 3 clusters Score -3493068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -3493067.000000 Penalty: 5150.462891
	Iteration 60F: 3 clusters Score -3493067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (27729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Entering Unmasked Estep 
Score: -3042695.000000 Penalty: 2537.098145
	Iteration 0F: 2 clusters Score -3042695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -3023524.000000 Penalty: 5074.196289
	Iteration 0F: 3 clusters Score -3023524 nChanged 12475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -3030694.000000 Penalty: 5074.196289
	Iteration 1F: 3 clusters Score -3030694 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -3031489.750000 Penalty: 5074.196289
	Iteration 2F: 3 clusters Score -3031490 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -3032308.250000 Penalty: 5074.196289
	Iteration 3F: 3 clusters Score -3032308 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -3033169.750000 Penalty: 5074.196289
	Iteration 4F: 3 clusters Score -3033170 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -3034026.750000 Penalty: 5074.196289
	Iteration 5F: 3 clusters Score -3034027 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -3034816.500000 Penalty: 5074.196289
	Iteration 6F: 3 clusters Score -3034816 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -3035483.000000 Penalty: 5074.196289
	Iteration 7Q: 3 clusters Score -3035483 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -3035995.750000 Penalty: 5074.196289
	Iteration 8Q: 3 clusters Score -3035996 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -3036325.000000 Penalty: 5074.196289
	Iteration 9Q: 3 clusters Score -3036325 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -3036568.000000 Penalty: 5074.196289
	Iteration 10Q: 3 clusters Score -3036568 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -3036710.500000 Penalty: 5074.196289
	Iteration 11Q: 3 clusters Score -3036710 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -3036779.500000 Penalty: 5074.196289
	Iteration 12Q: 3 clusters Score -3036780 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -3036837.250000 Penalty: 5074.196289
	Iteration 13Q: 3 clusters Score -3036837 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -3036873.500000 Penalty: 5074.196289
	Iteration 14Q: 3 clusters Score -3036874 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -3036890.000000 Penalty: 5074.196289
	Iteration 15Q: 3 clusters Score -3036890 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -3036917.000000 Penalty: 5074.196289
	Iteration 16Q: 3 clusters Score -3036917 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -3036941.750000 Penalty: 5074.196289
	Iteration 17Q: 3 clusters Score -3036942 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -3036975.500000 Penalty: 5074.196289
	Iteration 18Q: 3 clusters Score -3036976 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -3037015.000000 Penalty: 5074.196289
	Iteration 19Q: 3 clusters Score -3037015 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -3037038.000000 Penalty: 5074.196289
	Iteration 20F: 3 clusters Score -3037038 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -3037072.000000 Penalty: 5074.196289
	Iteration 21Q: 3 clusters Score -3037072 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -3037119.250000 Penalty: 5074.196289
	Iteration 22Q: 3 clusters Score -3037119 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -3037194.250000 Penalty: 5074.196289
	Iteration 23Q: 3 clusters Score -3037194 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -3037264.000000 Penalty: 5074.196289
	Iteration 24Q: 3 clusters Score -3037264 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -3037360.500000 Penalty: 5074.196289
	Iteration 25Q: 3 clusters Score -3037360 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -3037448.750000 Penalty: 5074.196289
	Iteration 26Q: 3 clusters Score -3037449 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -3037534.750000 Penalty: 5074.196289
	Iteration 27Q: 3 clusters Score -3037535 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -3037622.000000 Penalty: 5074.196289
	Iteration 28Q: 3 clusters Score -3037622 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -3037713.250000 Penalty: 5074.196289
	Iteration 29Q: 3 clusters Score -3037713 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -3037791.250000 Penalty: 5074.196289
	Iteration 30Q: 3 clusters Score -3037791 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -3037853.250000 Penalty: 5074.196289
	Iteration 31Q: 3 clusters Score -3037853 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -3037926.750000 Penalty: 5074.196289
	Iteration 32Q: 3 clusters Score -3037927 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -3037982.750000 Penalty: 5074.196289
	Iteration 33Q: 3 clusters Score -3037983 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -3038052.750000 Penalty: 5074.196289
	Iteration 34Q: 3 clusters Score -3038053 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -3038131.500000 Penalty: 5074.196289
	Iteration 35Q: 3 clusters Score -3038132 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -3038218.500000 Penalty: 5074.196289
	Iteration 36Q: 3 clusters Score -3038218 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -3038305.250000 Penalty: 5074.196289
	Iteration 37Q: 3 clusters Score -3038305 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -3038395.000000 Penalty: 5074.196289
	Iteration 38Q: 3 clusters Score -3038395 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -3038474.750000 Penalty: 5074.196289
	Iteration 39Q: 3 clusters Score -3038475 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -3038575.500000 Penalty: 5074.196289
	Iteration 40F: 3 clusters Score -3038576 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -3038637.250000 Penalty: 5074.196289
	Iteration 41Q: 3 clusters Score -3038637 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -3038704.000000 Penalty: 5074.196289
	Iteration 42Q: 3 clusters Score -3038704 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -3038748.500000 Penalty: 5074.196289
	Iteration 43Q: 3 clusters Score -3038748 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -3038791.750000 Penalty: 5074.196289
	Iteration 44Q: 3 clusters Score -3038792 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -3038827.750000 Penalty: 5074.196289
	Iteration 45Q: 3 clusters Score -3038828 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -3038871.500000 Penalty: 5074.196289
	Iteration 46Q: 3 clusters Score -3038872 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -3038902.500000 Penalty: 5074.196289
	Iteration 47Q: 3 clusters Score -3038902 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -3038938.500000 Penalty: 5074.196289
	Iteration 48Q: 3 clusters Score -3038938 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -3038969.000000 Penalty: 5074.196289
	Iteration 49Q: 3 clusters Score -3038969 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -3038990.500000 Penalty: 5074.196289
	Iteration 50Q: 3 clusters Score -3038990 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -3039026.500000 Penalty: 5074.196289
	Iteration 51Q: 3 clusters Score -3039026 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -3039059.250000 Penalty: 5074.196289
	Iteration 52Q: 3 clusters Score -3039059 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -3039091.750000 Penalty: 5074.196289
	Iteration 53Q: 3 clusters Score -3039092 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -3039102.250000 Penalty: 5074.196289
	Iteration 54Q: 3 clusters Score -3039102 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -3039134.750000 Penalty: 5074.196289
	Iteration 55Q: 3 clusters Score -3039135 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -3039166.000000 Penalty: 5074.196289
	Iteration 56Q: 3 clusters Score -3039166 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -3039202.500000 Penalty: 5074.196289
	Iteration 57Q: 3 clusters Score -3039202 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -3039234.750000 Penalty: 5074.196289
	Iteration 58Q: 3 clusters Score -3039235 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -3039254.250000 Penalty: 5074.196289
	Iteration 59Q: 3 clusters Score -3039254 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -3039270.250000 Penalty: 5074.196289
	Iteration 60F: 3 clusters Score -3039270 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -3039297.750000 Penalty: 5074.196289
	Iteration 61Q: 3 clusters Score -3039298 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -3039331.000000 Penalty: 5074.196289
	Iteration 62Q: 3 clusters Score -3039331 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -3039351.500000 Penalty: 5074.196289
	Iteration 63Q: 3 clusters Score -3039352 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -3039402.500000 Penalty: 5074.196289
	Iteration 64Q: 3 clusters Score -3039402 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -3039431.250000 Penalty: 5074.196289
	Iteration 65Q: 3 clusters Score -3039431 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -3039475.750000 Penalty: 5074.196289
	Iteration 66Q: 3 clusters Score -3039476 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -3039497.500000 Penalty: 5074.196289
	Iteration 67Q: 3 clusters Score -3039498 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -3039529.750000 Penalty: 5074.196289
	Iteration 68Q: 3 clusters Score -3039530 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -3039549.000000 Penalty: 5074.196289
	Iteration 69Q: 3 clusters Score -3039549 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -3039575.500000 Penalty: 5074.196289
	Iteration 70Q: 3 clusters Score -3039576 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -3039613.000000 Penalty: 5074.196289
	Iteration 71Q: 3 clusters Score -3039613 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -3039640.250000 Penalty: 5074.196289
	Iteration 72Q: 3 clusters Score -3039640 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -3039682.750000 Penalty: 5074.196289
	Iteration 73Q: 3 clusters Score -3039683 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -3039712.250000 Penalty: 5074.196289
	Iteration 74Q: 3 clusters Score -3039712 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -3039738.250000 Penalty: 5074.196289
	Iteration 75Q: 3 clusters Score -3039738 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -3039758.500000 Penalty: 5074.196289
	Iteration 76Q: 3 clusters Score -3039758 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -3039783.750000 Penalty: 5074.196289
	Iteration 77Q: 3 clusters Score -3039784 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -3039820.000000 Penalty: 5074.196289
	Iteration 78Q: 3 clusters Score -3039820 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3039850.500000 Penalty: 5074.196289
	Iteration 79Q: 3 clusters Score -3039850 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -3039873.500000 Penalty: 5074.196289
	Iteration 80F: 3 clusters Score -3039874 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3039913.250000 Penalty: 5074.196289
	Iteration 81Q: 3 clusters Score -3039913 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -3039941.500000 Penalty: 5074.196289
	Iteration 82Q: 3 clusters Score -3039942 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3039983.250000 Penalty: 5074.196289
	Iteration 83Q: 3 clusters Score -3039983 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3040011.750000 Penalty: 5074.196289
	Iteration 84Q: 3 clusters Score -3040012 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3040048.500000 Penalty: 5074.196289
	Iteration 85Q: 3 clusters Score -3040048 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3040064.750000 Penalty: 5074.196289
	Iteration 86Q: 3 clusters Score -3040065 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3040106.750000 Penalty: 5074.196289
	Iteration 87Q: 3 clusters Score -3040107 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3040144.000000 Penalty: 5074.196289
	Iteration 88Q: 3 clusters Score -3040144 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3040183.250000 Penalty: 5074.196289
	Iteration 89Q: 3 clusters Score -3040183 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3040212.250000 Penalty: 5074.196289
	Iteration 90Q: 3 clusters Score -3040212 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3040231.750000 Penalty: 5074.196289
	Iteration 91Q: 3 clusters Score -3040232 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3040250.500000 Penalty: 5074.196289
	Iteration 92Q: 3 clusters Score -3040250 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3040281.250000 Penalty: 5074.196289
	Iteration 93Q: 3 clusters Score -3040281 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3040295.000000 Penalty: 5074.196289
	Iteration 94Q: 3 clusters Score -3040295 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3040318.000000 Penalty: 5074.196289
	Iteration 95Q: 3 clusters Score -3040318 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3040347.750000 Penalty: 5074.196289
	Iteration 96Q: 3 clusters Score -3040348 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3040379.000000 Penalty: 5074.196289
	Iteration 97Q: 3 clusters Score -3040379 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3040405.250000 Penalty: 5074.196289
	Iteration 98Q: 3 clusters Score -3040405 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3040424.500000 Penalty: 5074.196289
	Iteration 99Q: 3 clusters Score -3040424 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3040448.250000 Penalty: 5074.196289
	Iteration 100F: 3 clusters Score -3040448 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3040470.000000 Penalty: 5074.196289
	Iteration 101Q: 3 clusters Score -3040470 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3040479.250000 Penalty: 5074.196289
	Iteration 102Q: 3 clusters Score -3040479 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3040498.500000 Penalty: 5074.196289
	Iteration 103Q: 3 clusters Score -3040498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3040515.750000 Penalty: 5074.196289
	Iteration 104Q: 3 clusters Score -3040516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3040519.500000 Penalty: 5074.196289
	Iteration 105Q: 3 clusters Score -3040520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3040530.000000 Penalty: 5074.196289
	Iteration 106Q: 3 clusters Score -3040530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3040534.250000 Penalty: 5074.196289
	Iteration 107Q: 3 clusters Score -3040534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3040540.750000 Penalty: 5074.196289
	Iteration 108Q: 3 clusters Score -3040541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3040546.000000 Penalty: 5074.196289
	Iteration 109Q: 3 clusters Score -3040546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3040555.250000 Penalty: 5074.196289
	Iteration 110Q: 3 clusters Score -3040555 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3040561.750000 Penalty: 5074.196289
	Iteration 111Q: 3 clusters Score -3040562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3040571.500000 Penalty: 5074.196289
	Iteration 112Q: 3 clusters Score -3040572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3040587.500000 Penalty: 5074.196289
	Iteration 113Q: 3 clusters Score -3040588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3040590.750000 Penalty: 5074.196289
	Iteration 114Q: 3 clusters Score -3040591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3040586.000000 Penalty: 5074.196289
	Iteration 115Q: 3 clusters Score -3040586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3040596.500000 Penalty: 5074.196289
	Iteration 116Q: 3 clusters Score -3040596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3040603.500000 Penalty: 5074.196289
	Iteration 117Q: 3 clusters Score -3040604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3040604.750000 Penalty: 5074.196289
	Iteration 118Q: 3 clusters Score -3040605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3040609.750000 Penalty: 5074.196289
	Iteration 119Q: 3 clusters Score -3040610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3040629.250000 Penalty: 5074.196289
	Iteration 120F: 3 clusters Score -3040629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3040632.000000 Penalty: 5074.196289
	Iteration 121Q: 3 clusters Score -3040632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3040641.500000 Penalty: 5074.196289
	Iteration 122Q: 3 clusters Score -3040642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3040644.750000 Penalty: 5074.196289
	Iteration 123Q: 3 clusters Score -3040645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3040650.000000 Penalty: 5074.196289
	Iteration 124Q: 3 clusters Score -3040650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3040654.250000 Penalty: 5074.196289
	Iteration 125Q: 3 clusters Score -3040654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3040657.500000 Penalty: 5074.196289
	Iteration 126Q: 3 clusters Score -3040658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3040660.500000 Penalty: 5074.196289
	Iteration 127Q: 3 clusters Score -3040660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3040664.500000 Penalty: 5074.196289
	Iteration 128Q: 3 clusters Score -3040664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3040664.750000 Penalty: 5074.196289
	Iteration 129Q: 3 clusters Score -3040665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3040664.750000 Penalty: 5074.196289
	Iteration 130F: 3 clusters Score -3040665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Entering Unmasked Estep 
Score: -1404181.625000 Penalty: 2374.561523
	Iteration 0F: 2 clusters Score -1404182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1393670.000000 Penalty: 4749.123047
	Iteration 0F: 3 clusters Score -1393670 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1397247.750000 Penalty: 4749.123047
	Iteration 1F: 3 clusters Score -1397248 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1397744.125000 Penalty: 4749.123047
	Iteration 2F: 3 clusters Score -1397744 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1398159.750000 Penalty: 4749.123047
	Iteration 3F: 3 clusters Score -1398160 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1398457.625000 Penalty: 4749.123047
	Iteration 4Q: 3 clusters Score -1398458 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1398710.000000 Penalty: 4749.123047
	Iteration 5Q: 3 clusters Score -1398710 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1398913.625000 Penalty: 4749.123047
	Iteration 6Q: 3 clusters Score -1398914 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1399108.750000 Penalty: 4749.123047
	Iteration 7Q: 3 clusters Score -1399109 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1399270.875000 Penalty: 4749.123047
	Iteration 8Q: 3 clusters Score -1399271 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1399424.375000 Penalty: 4749.123047
	Iteration 9Q: 3 clusters Score -1399424 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1399561.250000 Penalty: 4749.123047
	Iteration 10Q: 3 clusters Score -1399561 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1399692.375000 Penalty: 4749.123047
	Iteration 11Q: 3 clusters Score -1399692 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1399812.625000 Penalty: 4749.123047
	Iteration 12Q: 3 clusters Score -1399813 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1399958.625000 Penalty: 4749.123047
	Iteration 13Q: 3 clusters Score -1399959 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1400091.375000 Penalty: 4749.123047
	Iteration 14Q: 3 clusters Score -1400091 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1400222.000000 Penalty: 4749.123047
	Iteration 15Q: 3 clusters Score -1400222 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1400335.250000 Penalty: 4749.123047
	Iteration 16Q: 3 clusters Score -1400335 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1400434.500000 Penalty: 4749.123047
	Iteration 17Q: 3 clusters Score -1400434 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1400534.500000 Penalty: 4749.123047
	Iteration 18Q: 3 clusters Score -1400534 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1400621.500000 Penalty: 4749.123047
	Iteration 19Q: 3 clusters Score -1400622 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1400687.375000 Penalty: 4749.123047
	Iteration 20F: 3 clusters Score -1400687 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1400735.500000 Penalty: 4749.123047
	Iteration 21Q: 3 clusters Score -1400736 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1400788.875000 Penalty: 4749.123047
	Iteration 22Q: 3 clusters Score -1400789 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1400822.375000 Penalty: 4749.123047
	Iteration 23Q: 3 clusters Score -1400822 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1400869.250000 Penalty: 4749.123047
	Iteration 24Q: 3 clusters Score -1400869 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1400903.250000 Penalty: 4749.123047
	Iteration 25Q: 3 clusters Score -1400903 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1400932.125000 Penalty: 4749.123047
	Iteration 26Q: 3 clusters Score -1400932 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1400948.375000 Penalty: 4749.123047
	Iteration 27Q: 3 clusters Score -1400948 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1400972.875000 Penalty: 4749.123047
	Iteration 28Q: 3 clusters Score -1400973 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1400997.625000 Penalty: 4749.123047
	Iteration 29Q: 3 clusters Score -1400998 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1401023.625000 Penalty: 4749.123047
	Iteration 30Q: 3 clusters Score -1401024 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1401044.750000 Penalty: 4749.123047
	Iteration 31Q: 3 clusters Score -1401045 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1401072.250000 Penalty: 4749.123047
	Iteration 32Q: 3 clusters Score -1401072 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1401089.375000 Penalty: 4749.123047
	Iteration 33Q: 3 clusters Score -1401089 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1401119.500000 Penalty: 4749.123047
	Iteration 34Q: 3 clusters Score -1401120 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1401153.750000 Penalty: 4749.123047
	Iteration 35Q: 3 clusters Score -1401154 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1401172.750000 Penalty: 4749.123047
	Iteration 36Q: 3 clusters Score -1401173 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1401198.000000 Penalty: 4749.123047
	Iteration 37Q: 3 clusters Score -1401198 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1401230.375000 Penalty: 4749.123047
	Iteration 38Q: 3 clusters Score -1401230 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1401262.375000 Penalty: 4749.123047
	Iteration 39Q: 3 clusters Score -1401262 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1401295.125000 Penalty: 4749.123047
	Iteration 40F: 3 clusters Score -1401295 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1401332.750000 Penalty: 4749.123047
	Iteration 41Q: 3 clusters Score -1401333 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1401366.125000 Penalty: 4749.123047
	Iteration 42Q: 3 clusters Score -1401366 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1401408.875000 Penalty: 4749.123047
	Iteration 43Q: 3 clusters Score -1401409 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1401445.750000 Penalty: 4749.123047
	Iteration 44Q: 3 clusters Score -1401446 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1401478.500000 Penalty: 4749.123047
	Iteration 45Q: 3 clusters Score -1401478 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1401510.875000 Penalty: 4749.123047
	Iteration 46Q: 3 clusters Score -1401511 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1401542.125000 Penalty: 4749.123047
	Iteration 47Q: 3 clusters Score -1401542 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1401569.875000 Penalty: 4749.123047
	Iteration 48Q: 3 clusters Score -1401570 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1401588.625000 Penalty: 4749.123047
	Iteration 49Q: 3 clusters Score -1401589 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1401627.875000 Penalty: 4749.123047
	Iteration 50Q: 3 clusters Score -1401628 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1401646.500000 Penalty: 4749.123047
	Iteration 51Q: 3 clusters Score -1401646 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1401672.500000 Penalty: 4749.123047
	Iteration 52Q: 3 clusters Score -1401672 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1401696.750000 Penalty: 4749.123047
	Iteration 53Q: 3 clusters Score -1401697 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1401725.500000 Penalty: 4749.123047
	Iteration 54Q: 3 clusters Score -1401726 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1401747.250000 Penalty: 4749.123047
	Iteration 55Q: 3 clusters Score -1401747 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1401762.000000 Penalty: 4749.123047
	Iteration 56Q: 3 clusters Score -1401762 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1401790.000000 Penalty: 4749.123047
	Iteration 57Q: 3 clusters Score -1401790 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1401813.750000 Penalty: 4749.123047
	Iteration 58Q: 3 clusters Score -1401814 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1401828.000000 Penalty: 4749.123047
	Iteration 59Q: 3 clusters Score -1401828 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1401848.750000 Penalty: 4749.123047
	Iteration 60F: 3 clusters Score -1401849 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1401865.500000 Penalty: 4749.123047
	Iteration 61Q: 3 clusters Score -1401866 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1401876.250000 Penalty: 4749.123047
	Iteration 62Q: 3 clusters Score -1401876 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1401889.750000 Penalty: 4749.123047
	Iteration 63Q: 3 clusters Score -1401890 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1401906.875000 Penalty: 4749.123047
	Iteration 64Q: 3 clusters Score -1401907 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1401916.125000 Penalty: 4749.123047
	Iteration 65Q: 3 clusters Score -1401916 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1401932.625000 Penalty: 4749.123047
	Iteration 66Q: 3 clusters Score -1401933 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1401954.625000 Penalty: 4749.123047
	Iteration 67Q: 3 clusters Score -1401955 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1401980.000000 Penalty: 4749.123047
	Iteration 68Q: 3 clusters Score -1401980 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1402009.125000 Penalty: 4749.123047
	Iteration 69Q: 3 clusters Score -1402009 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1402032.125000 Penalty: 4749.123047
	Iteration 70Q: 3 clusters Score -1402032 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1402051.125000 Penalty: 4749.123047
	Iteration 71Q: 3 clusters Score -1402051 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1402067.125000 Penalty: 4749.123047
	Iteration 72Q: 3 clusters Score -1402067 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1402085.125000 Penalty: 4749.123047
	Iteration 73Q: 3 clusters Score -1402085 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1402099.250000 Penalty: 4749.123047
	Iteration 74Q: 3 clusters Score -1402099 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1402122.750000 Penalty: 4749.123047
	Iteration 75Q: 3 clusters Score -1402123 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1402133.125000 Penalty: 4749.123047
	Iteration 76Q: 3 clusters Score -1402133 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1402149.000000 Penalty: 4749.123047
	Iteration 77Q: 3 clusters Score -1402149 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1402159.750000 Penalty: 4749.123047
	Iteration 78Q: 3 clusters Score -1402160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1402168.000000 Penalty: 4749.123047
	Iteration 79Q: 3 clusters Score -1402168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1402173.250000 Penalty: 4749.123047
	Iteration 80F: 3 clusters Score -1402173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1402184.125000 Penalty: 4749.123047
	Iteration 81Q: 3 clusters Score -1402184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1402188.500000 Penalty: 4749.123047
	Iteration 82Q: 3 clusters Score -1402188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1402189.250000 Penalty: 4749.123047
	Iteration 83Q: 3 clusters Score -1402189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1402189.125000 Penalty: 4749.123047
	Iteration 84Q: 3 clusters Score -1402189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1402192.625000 Penalty: 4749.123047
	Iteration 85Q: 3 clusters Score -1402193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1402192.125000 Penalty: 4749.123047
	Iteration 86Q: 3 clusters Score -1402192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1402190.250000 Penalty: 4749.123047
	Iteration 87Q: 3 clusters Score -1402190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1402195.500000 Penalty: 4749.123047
	Iteration 88Q: 3 clusters Score -1402196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1402197.000000 Penalty: 4749.123047
	Iteration 89Q: 3 clusters Score -1402197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1402200.500000 Penalty: 4749.123047
	Iteration 90Q: 3 clusters Score -1402200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1402202.500000 Penalty: 4749.123047
	Iteration 91Q: 3 clusters Score -1402202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1402202.375000 Penalty: 4749.123047
	Iteration 92Q: 3 clusters Score -1402202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1402202.375000 Penalty: 4749.123047
	Iteration 93F: 3 clusters Score -1402202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Entering Unmasked Estep 
Score: -1336201.250000 Penalty: 2361.221680
	Iteration 0F: 2 clusters Score -1336201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1326170.000000 Penalty: 4722.443359
	Iteration 0F: 3 clusters Score -1326170 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1329361.125000 Penalty: 4722.443359
	Iteration 1F: 3 clusters Score -1329361 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1329894.000000 Penalty: 4722.443359
	Iteration 2F: 3 clusters Score -1329894 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1330340.625000 Penalty: 4722.443359
	Iteration 3F: 3 clusters Score -1330341 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1330774.750000 Penalty: 4722.443359
	Iteration 4F: 3 clusters Score -1330775 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1331152.750000 Penalty: 4722.443359
	Iteration 5F: 3 clusters Score -1331153 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1331531.000000 Penalty: 4722.443359
	Iteration 6Q: 3 clusters Score -1331531 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1331874.750000 Penalty: 4722.443359
	Iteration 7Q: 3 clusters Score -1331875 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1332179.625000 Penalty: 4722.443359
	Iteration 8Q: 3 clusters Score -1332180 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1332427.500000 Penalty: 4722.443359
	Iteration 9Q: 3 clusters Score -1332428 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1332631.125000 Penalty: 4722.443359
	Iteration 10Q: 3 clusters Score -1332631 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1332800.875000 Penalty: 4722.443359
	Iteration 11Q: 3 clusters Score -1332801 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1332974.625000 Penalty: 4722.443359
	Iteration 12Q: 3 clusters Score -1332975 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1333112.875000 Penalty: 4722.443359
	Iteration 13Q: 3 clusters Score -1333113 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1333231.250000 Penalty: 4722.443359
	Iteration 14Q: 3 clusters Score -1333231 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1333329.875000 Penalty: 4722.443359
	Iteration 15Q: 3 clusters Score -1333330 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1333448.250000 Penalty: 4722.443359
	Iteration 16Q: 3 clusters Score -1333448 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1333542.375000 Penalty: 4722.443359
	Iteration 17Q: 3 clusters Score -1333542 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1333620.625000 Penalty: 4722.443359
	Iteration 18Q: 3 clusters Score -1333621 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1333709.375000 Penalty: 4722.443359
	Iteration 19Q: 3 clusters Score -1333709 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1333811.000000 Penalty: 4722.443359
	Iteration 20F: 3 clusters Score -1333811 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1333923.250000 Penalty: 4722.443359
	Iteration 21Q: 3 clusters Score -1333923 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1334048.000000 Penalty: 4722.443359
	Iteration 22Q: 3 clusters Score -1334048 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1334152.875000 Penalty: 4722.443359
	Iteration 23Q: 3 clusters Score -1334153 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1334236.125000 Penalty: 4722.443359
	Iteration 24Q: 3 clusters Score -1334236 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1334293.375000 Penalty: 4722.443359
	Iteration 25Q: 3 clusters Score -1334293 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1334334.125000 Penalty: 4722.443359
	Iteration 26Q: 3 clusters Score -1334334 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1334375.875000 Penalty: 4722.443359
	Iteration 27Q: 3 clusters Score -1334376 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1334414.000000 Penalty: 4722.443359
	Iteration 28Q: 3 clusters Score -1334414 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1334439.875000 Penalty: 4722.443359
	Iteration 29Q: 3 clusters Score -1334440 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1334471.875000 Penalty: 4722.443359
	Iteration 30Q: 3 clusters Score -1334472 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1334483.750000 Penalty: 4722.443359
	Iteration 31Q: 3 clusters Score -1334484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1334492.000000 Penalty: 4722.443359
	Iteration 32Q: 3 clusters Score -1334492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1334499.125000 Penalty: 4722.443359
	Iteration 33Q: 3 clusters Score -1334499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1334504.875000 Penalty: 4722.443359
	Iteration 34Q: 3 clusters Score -1334505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1334508.375000 Penalty: 4722.443359
	Iteration 35Q: 3 clusters Score -1334508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1334510.750000 Penalty: 4722.443359
	Iteration 36Q: 3 clusters Score -1334511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1334515.875000 Penalty: 4722.443359
	Iteration 37Q: 3 clusters Score -1334516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1334517.875000 Penalty: 4722.443359
	Iteration 38Q: 3 clusters Score -1334518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1334523.625000 Penalty: 4722.443359
	Iteration 39Q: 3 clusters Score -1334524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1334518.625000 Penalty: 4722.443359
	Iteration 40F: 3 clusters Score -1334519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1334522.500000 Penalty: 4722.443359
	Iteration 41Q: 3 clusters Score -1334522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1334522.875000 Penalty: 4722.443359
	Iteration 42Q: 3 clusters Score -1334523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1334527.500000 Penalty: 4722.443359
	Iteration 43Q: 3 clusters Score -1334528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1334527.500000 Penalty: 4722.443359
	Iteration 44F: 3 clusters Score -1334528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Entering Unmasked Estep 
Score: -1107781.000000 Penalty: 2294.938232
	Iteration 0F: 2 clusters Score -1107781 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 5236 members 
Entering Unmasked Estep 
Score: -1099947.125000 Penalty: 4589.876465
	Iteration 0F: 3 clusters Score -1099947 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1102442.625000 Penalty: 4589.876465
	Iteration 1F: 3 clusters Score -1102443 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1102961.125000 Penalty: 4589.876465
	Iteration 2F: 3 clusters Score -1102961 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1103473.000000 Penalty: 4589.876465
	Iteration 3F: 3 clusters Score -1103473 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1103939.250000 Penalty: 4589.876465
	Iteration 4F: 3 clusters Score -1103939 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1104350.500000 Penalty: 4589.876465
	Iteration 5F: 3 clusters Score -1104350 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1104804.875000 Penalty: 4589.876465
	Iteration 6F: 3 clusters Score -1104805 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1105180.000000 Penalty: 4589.876465
	Iteration 7F: 3 clusters Score -1105180 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1105470.750000 Penalty: 4589.876465
	Iteration 8Q: 3 clusters Score -1105471 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1105669.500000 Penalty: 4589.876465
	Iteration 9Q: 3 clusters Score -1105670 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1105842.750000 Penalty: 4589.876465
	Iteration 10Q: 3 clusters Score -1105843 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1106011.875000 Penalty: 4589.876465
	Iteration 11Q: 3 clusters Score -1106012 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1106168.875000 Penalty: 4589.876465
	Iteration 12Q: 3 clusters Score -1106169 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1106351.125000 Penalty: 4589.876465
	Iteration 13Q: 3 clusters Score -1106351 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1106570.375000 Penalty: 4589.876465
	Iteration 14Q: 3 clusters Score -1106570 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1106814.375000 Penalty: 4589.876465
	Iteration 15Q: 3 clusters Score -1106814 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1106982.875000 Penalty: 4589.876465
	Iteration 16Q: 3 clusters Score -1106983 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1107084.625000 Penalty: 4589.876465
	Iteration 17Q: 3 clusters Score -1107085 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1107151.250000 Penalty: 4589.876465
	Iteration 18Q: 3 clusters Score -1107151 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1107192.375000 Penalty: 4589.876465
	Iteration 19Q: 3 clusters Score -1107192 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1107213.875000 Penalty: 4589.876465
	Iteration 20F: 3 clusters Score -1107214 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1107223.750000 Penalty: 4589.876465
	Iteration 21Q: 3 clusters Score -1107224 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1107231.500000 Penalty: 4589.876465
	Iteration 22Q: 3 clusters Score -1107232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1107232.750000 Penalty: 4589.876465
	Iteration 23Q: 3 clusters Score -1107233 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1107238.500000 Penalty: 4589.876465
	Iteration 24Q: 3 clusters Score -1107238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1107239.750000 Penalty: 4589.876465
	Iteration 25Q: 3 clusters Score -1107240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1107239.375000 Penalty: 4589.876465
	Iteration 26Q: 3 clusters Score -1107239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1107242.625000 Penalty: 4589.876465
	Iteration 27Q: 3 clusters Score -1107243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1107244.750000 Penalty: 4589.876465
	Iteration 28Q: 3 clusters Score -1107245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1107246.500000 Penalty: 4589.876465
	Iteration 29Q: 3 clusters Score -1107246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1107245.250000 Penalty: 4589.876465
	Iteration 30Q: 3 clusters Score -1107245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1107247.250000 Penalty: 4589.876465
	Iteration 31Q: 3 clusters Score -1107247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1107247.250000 Penalty: 4589.876465
	Iteration 32F: 3 clusters Score -1107247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (13436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Entering Unmasked Estep 
Score: -965057.875000 Penalty: 2357.411865
	Iteration 0F: 2 clusters Score -965057.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -955206.750000 Penalty: 4714.823730
	Iteration 0F: 3 clusters Score -955206.8 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -958362.562500 Penalty: 4714.823730
	Iteration 1F: 3 clusters Score -958362.6 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -958872.312500 Penalty: 4714.823730
	Iteration 2F: 3 clusters Score -958872.3 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -959394.562500 Penalty: 4714.823730
	Iteration 3F: 3 clusters Score -959394.6 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -959942.187500 Penalty: 4714.823730
	Iteration 4F: 3 clusters Score -959942.2 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -960480.562500 Penalty: 4714.823730
	Iteration 5F: 3 clusters Score -960480.6 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -960937.062500 Penalty: 4714.823730
	Iteration 6F: 3 clusters Score -960937.1 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -961304.125000 Penalty: 4714.823730
	Iteration 7Q: 3 clusters Score -961304.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -961565.375000 Penalty: 4714.823730
	Iteration 8Q: 3 clusters Score -961565.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -961763.125000 Penalty: 4714.823730
	Iteration 9Q: 3 clusters Score -961763.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -961916.250000 Penalty: 4714.823730
	Iteration 10Q: 3 clusters Score -961916.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -962036.875000 Penalty: 4714.823730
	Iteration 11Q: 3 clusters Score -962036.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -962141.625000 Penalty: 4714.823730
	Iteration 12Q: 3 clusters Score -962141.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -962228.687500 Penalty: 4714.823730
	Iteration 13Q: 3 clusters Score -962228.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -962296.562500 Penalty: 4714.823730
	Iteration 14Q: 3 clusters Score -962296.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -962361.250000 Penalty: 4714.823730
	Iteration 15Q: 3 clusters Score -962361.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -962426.562500 Penalty: 4714.823730
	Iteration 16Q: 3 clusters Score -962426.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -962495.125000 Penalty: 4714.823730
	Iteration 17Q: 3 clusters Score -962495.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -962563.062500 Penalty: 4714.823730
	Iteration 18Q: 3 clusters Score -962563.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -962633.687500 Penalty: 4714.823730
	Iteration 19Q: 3 clusters Score -962633.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -962689.000000 Penalty: 4714.823730
	Iteration 20F: 3 clusters Score -962689 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -962741.375000 Penalty: 4714.823730
	Iteration 21Q: 3 clusters Score -962741.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -962804.562500 Penalty: 4714.823730
	Iteration 22Q: 3 clusters Score -962804.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -962870.562500 Penalty: 4714.823730
	Iteration 23Q: 3 clusters Score -962870.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -962955.625000 Penalty: 4714.823730
	Iteration 24Q: 3 clusters Score -962955.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -963053.250000 Penalty: 4714.823730
	Iteration 25Q: 3 clusters Score -963053.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -963160.312500 Penalty: 4714.823730
	Iteration 26Q: 3 clusters Score -963160.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -963259.062500 Penalty: 4714.823730
	Iteration 27Q: 3 clusters Score -963259.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -963352.437500 Penalty: 4714.823730
	Iteration 28Q: 3 clusters Score -963352.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -963442.937500 Penalty: 4714.823730
	Iteration 29Q: 3 clusters Score -963442.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -963516.937500 Penalty: 4714.823730
	Iteration 30Q: 3 clusters Score -963516.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -963573.000000 Penalty: 4714.823730
	Iteration 31Q: 3 clusters Score -963573 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -963612.687500 Penalty: 4714.823730
	Iteration 32Q: 3 clusters Score -963612.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -963646.562500 Penalty: 4714.823730
	Iteration 33Q: 3 clusters Score -963646.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -963671.312500 Penalty: 4714.823730
	Iteration 34Q: 3 clusters Score -963671.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -963690.625000 Penalty: 4714.823730
	Iteration 35Q: 3 clusters Score -963690.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -963695.687500 Penalty: 4714.823730
	Iteration 36Q: 3 clusters Score -963695.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -963701.500000 Penalty: 4714.823730
	Iteration 37Q: 3 clusters Score -963701.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -963702.562500 Penalty: 4714.823730
	Iteration 38Q: 3 clusters Score -963702.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -963704.875000 Penalty: 4714.823730
	Iteration 39Q: 3 clusters Score -963704.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -963704.750000 Penalty: 4714.823730
	Iteration 40F: 3 clusters Score -963704.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -963710.562500 Penalty: 4714.823730
	Iteration 41Q: 3 clusters Score -963710.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -963715.312500 Penalty: 4714.823730
	Iteration 42Q: 3 clusters Score -963715.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -963717.750000 Penalty: 4714.823730
	Iteration 43Q: 3 clusters Score -963717.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -963718.312500 Penalty: 4714.823730
	Iteration 44Q: 3 clusters Score -963718.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -963720.687500 Penalty: 4714.823730
	Iteration 45Q: 3 clusters Score -963720.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -963723.562500 Penalty: 4714.823730
	Iteration 46Q: 3 clusters Score -963723.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -963723.562500 Penalty: 4714.823730
	Iteration 47Q: 3 clusters Score -963723.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -963725.250000 Penalty: 4714.823730
	Iteration 48Q: 3 clusters Score -963725.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -963729.000000 Penalty: 4714.823730
	Iteration 49Q: 3 clusters Score -963729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -963732.125000 Penalty: 4714.823730
	Iteration 50Q: 3 clusters Score -963732.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -963730.250000 Penalty: 4714.823730
	Iteration 51Q: 3 clusters Score -963730.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -963730.687500 Penalty: 4714.823730
	Iteration 52Q: 3 clusters Score -963730.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -963731.250000 Penalty: 4714.823730
	Iteration 53Q: 3 clusters Score -963731.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -963730.875000 Penalty: 4714.823730
	Iteration 54Q: 3 clusters Score -963730.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -963730.125000 Penalty: 4714.823730
	Iteration 55Q: 3 clusters Score -963730.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -963733.562500 Penalty: 4714.823730
	Iteration 56Q: 3 clusters Score -963733.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -963733.687500 Penalty: 4714.823730
	Iteration 57Q: 3 clusters Score -963733.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -963734.750000 Penalty: 4714.823730
	Iteration 58Q: 3 clusters Score -963734.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -963735.687500 Penalty: 4714.823730
	Iteration 59Q: 3 clusters Score -963735.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -963737.062500 Penalty: 4714.823730
	Iteration 60F: 3 clusters Score -963737.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -963736.687500 Penalty: 4714.823730
	Iteration 61Q: 3 clusters Score -963736.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -963737.500000 Penalty: 4714.823730
	Iteration 62Q: 3 clusters Score -963737.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -963737.562500 Penalty: 4714.823730
	Iteration 63Q: 3 clusters Score -963737.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -963739.000000 Penalty: 4714.823730
	Iteration 64Q: 3 clusters Score -963739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -963740.062500 Penalty: 4714.823730
	Iteration 65Q: 3 clusters Score -963740.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -963741.187500 Penalty: 4714.823730
	Iteration 66Q: 3 clusters Score -963741.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -963742.000000 Penalty: 4714.823730
	Iteration 67Q: 3 clusters Score -963742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -963742.000000 Penalty: 4714.823730
	Iteration 68F: 3 clusters Score -963742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (17194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Entering Unmasked Estep 
Score: -1676852.625000 Penalty: 2418.574219
	Iteration 0F: 2 clusters Score -1676853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1664602.750000 Penalty: 4837.148438
	Iteration 0F: 3 clusters Score -1664603 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1668895.125000 Penalty: 4837.148438
	Iteration 1F: 3 clusters Score -1668895 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1669689.750000 Penalty: 4837.148438
	Iteration 2F: 3 clusters Score -1669690 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1670529.750000 Penalty: 4837.148438
	Iteration 3F: 3 clusters Score -1670530 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1671273.750000 Penalty: 4837.148438
	Iteration 4F: 3 clusters Score -1671274 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1671834.500000 Penalty: 4837.148438
	Iteration 5F: 3 clusters Score -1671834 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1672224.000000 Penalty: 4837.148438
	Iteration 6Q: 3 clusters Score -1672224 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1672512.625000 Penalty: 4837.148438
	Iteration 7Q: 3 clusters Score -1672513 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1672705.000000 Penalty: 4837.148438
	Iteration 8Q: 3 clusters Score -1672705 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1672875.375000 Penalty: 4837.148438
	Iteration 9Q: 3 clusters Score -1672875 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1672999.000000 Penalty: 4837.148438
	Iteration 10Q: 3 clusters Score -1672999 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1673098.000000 Penalty: 4837.148438
	Iteration 11Q: 3 clusters Score -1673098 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1673176.625000 Penalty: 4837.148438
	Iteration 12Q: 3 clusters Score -1673177 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1673248.875000 Penalty: 4837.148438
	Iteration 13Q: 3 clusters Score -1673249 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1673319.875000 Penalty: 4837.148438
	Iteration 14Q: 3 clusters Score -1673320 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1673394.250000 Penalty: 4837.148438
	Iteration 15Q: 3 clusters Score -1673394 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1673474.750000 Penalty: 4837.148438
	Iteration 16Q: 3 clusters Score -1673475 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1673565.750000 Penalty: 4837.148438
	Iteration 17Q: 3 clusters Score -1673566 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1673646.500000 Penalty: 4837.148438
	Iteration 18Q: 3 clusters Score -1673646 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1673729.625000 Penalty: 4837.148438
	Iteration 19Q: 3 clusters Score -1673730 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1673813.250000 Penalty: 4837.148438
	Iteration 20F: 3 clusters Score -1673813 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1673911.125000 Penalty: 4837.148438
	Iteration 21Q: 3 clusters Score -1673911 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1674003.500000 Penalty: 4837.148438
	Iteration 22Q: 3 clusters Score -1674004 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1674095.750000 Penalty: 4837.148438
	Iteration 23Q: 3 clusters Score -1674096 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1674196.125000 Penalty: 4837.148438
	Iteration 24Q: 3 clusters Score -1674196 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1674278.500000 Penalty: 4837.148438
	Iteration 25Q: 3 clusters Score -1674278 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1674356.250000 Penalty: 4837.148438
	Iteration 26Q: 3 clusters Score -1674356 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1674420.750000 Penalty: 4837.148438
	Iteration 27Q: 3 clusters Score -1674421 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1674469.000000 Penalty: 4837.148438
	Iteration 28Q: 3 clusters Score -1674469 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1674519.250000 Penalty: 4837.148438
	Iteration 29Q: 3 clusters Score -1674519 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1674566.000000 Penalty: 4837.148438
	Iteration 30Q: 3 clusters Score -1674566 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1674615.375000 Penalty: 4837.148438
	Iteration 31Q: 3 clusters Score -1674615 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1674650.625000 Penalty: 4837.148438
	Iteration 32Q: 3 clusters Score -1674651 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1674685.375000 Penalty: 4837.148438
	Iteration 33Q: 3 clusters Score -1674685 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1674713.375000 Penalty: 4837.148438
	Iteration 34Q: 3 clusters Score -1674713 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1674739.250000 Penalty: 4837.148438
	Iteration 35Q: 3 clusters Score -1674739 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1674758.250000 Penalty: 4837.148438
	Iteration 36Q: 3 clusters Score -1674758 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1674777.375000 Penalty: 4837.148438
	Iteration 37Q: 3 clusters Score -1674777 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1674790.875000 Penalty: 4837.148438
	Iteration 38Q: 3 clusters Score -1674791 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1674807.875000 Penalty: 4837.148438
	Iteration 39Q: 3 clusters Score -1674808 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1674813.250000 Penalty: 4837.148438
	Iteration 40F: 3 clusters Score -1674813 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1674829.500000 Penalty: 4837.148438
	Iteration 41Q: 3 clusters Score -1674830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1674835.000000 Penalty: 4837.148438
	Iteration 42Q: 3 clusters Score -1674835 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1674837.750000 Penalty: 4837.148438
	Iteration 43Q: 3 clusters Score -1674838 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1674847.500000 Penalty: 4837.148438
	Iteration 44Q: 3 clusters Score -1674848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1674852.375000 Penalty: 4837.148438
	Iteration 45Q: 3 clusters Score -1674852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1674858.250000 Penalty: 4837.148438
	Iteration 46Q: 3 clusters Score -1674858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1674862.625000 Penalty: 4837.148438
	Iteration 47Q: 3 clusters Score -1674863 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1674868.750000 Penalty: 4837.148438
	Iteration 48Q: 3 clusters Score -1674869 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1674871.875000 Penalty: 4837.148438
	Iteration 49Q: 3 clusters Score -1674872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1674879.000000 Penalty: 4837.148438
	Iteration 50Q: 3 clusters Score -1674879 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1674881.375000 Penalty: 4837.148438
	Iteration 51Q: 3 clusters Score -1674881 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1674892.500000 Penalty: 4837.148438
	Iteration 52Q: 3 clusters Score -1674892 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1674900.125000 Penalty: 4837.148438
	Iteration 53Q: 3 clusters Score -1674900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1674912.250000 Penalty: 4837.148438
	Iteration 54Q: 3 clusters Score -1674912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1674916.750000 Penalty: 4837.148438
	Iteration 55Q: 3 clusters Score -1674917 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1674927.125000 Penalty: 4837.148438
	Iteration 56Q: 3 clusters Score -1674927 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1674934.500000 Penalty: 4837.148438
	Iteration 57Q: 3 clusters Score -1674934 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1674945.750000 Penalty: 4837.148438
	Iteration 58Q: 3 clusters Score -1674946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1674951.875000 Penalty: 4837.148438
	Iteration 59Q: 3 clusters Score -1674952 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1674959.625000 Penalty: 4837.148438
	Iteration 60F: 3 clusters Score -1674960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1674965.375000 Penalty: 4837.148438
	Iteration 61Q: 3 clusters Score -1674965 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1674971.375000 Penalty: 4837.148438
	Iteration 62Q: 3 clusters Score -1674971 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1674980.500000 Penalty: 4837.148438
	Iteration 63Q: 3 clusters Score -1674980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1674987.375000 Penalty: 4837.148438
	Iteration 64Q: 3 clusters Score -1674987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1674991.500000 Penalty: 4837.148438
	Iteration 65Q: 3 clusters Score -1674992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1674990.375000 Penalty: 4837.148438
	Iteration 66Q: 3 clusters Score -1674990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1674994.500000 Penalty: 4837.148438
	Iteration 67Q: 3 clusters Score -1674994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1675001.500000 Penalty: 4837.148438
	Iteration 68Q: 3 clusters Score -1675002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1675003.875000 Penalty: 4837.148438
	Iteration 69Q: 3 clusters Score -1675004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1675007.875000 Penalty: 4837.148438
	Iteration 70Q: 3 clusters Score -1675008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1675010.250000 Penalty: 4837.148438
	Iteration 71Q: 3 clusters Score -1675010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1675016.000000 Penalty: 4837.148438
	Iteration 72Q: 3 clusters Score -1675016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1675015.000000 Penalty: 4837.148438
	Iteration 73Q: 3 clusters Score -1675015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1675018.000000 Penalty: 4837.148438
	Iteration 74Q: 3 clusters Score -1675018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1675020.875000 Penalty: 4837.148438
	Iteration 75Q: 3 clusters Score -1675021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1675021.000000 Penalty: 4837.148438
	Iteration 76Q: 3 clusters Score -1675021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1675024.250000 Penalty: 4837.148438
	Iteration 77Q: 3 clusters Score -1675024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1675029.500000 Penalty: 4837.148438
	Iteration 78Q: 3 clusters Score -1675030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1675031.625000 Penalty: 4837.148438
	Iteration 79Q: 3 clusters Score -1675032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1675037.625000 Penalty: 4837.148438
	Iteration 80F: 3 clusters Score -1675038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1675042.250000 Penalty: 4837.148438
	Iteration 81Q: 3 clusters Score -1675042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1675044.500000 Penalty: 4837.148438
	Iteration 82Q: 3 clusters Score -1675044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1675049.125000 Penalty: 4837.148438
	Iteration 83Q: 3 clusters Score -1675049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1675052.500000 Penalty: 4837.148438
	Iteration 84Q: 3 clusters Score -1675052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1675055.125000 Penalty: 4837.148438
	Iteration 85Q: 3 clusters Score -1675055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1675057.500000 Penalty: 4837.148438
	Iteration 86Q: 3 clusters Score -1675058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1675059.000000 Penalty: 4837.148438
	Iteration 87Q: 3 clusters Score -1675059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1675059.375000 Penalty: 4837.148438
	Iteration 88Q: 3 clusters Score -1675059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1675064.625000 Penalty: 4837.148438
	Iteration 89Q: 3 clusters Score -1675065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1675060.375000 Penalty: 4837.148438
	Iteration 90Q: 3 clusters Score -1675060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1675062.875000 Penalty: 4837.148438
	Iteration 91Q: 3 clusters Score -1675063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1675067.750000 Penalty: 4837.148438
	Iteration 92Q: 3 clusters Score -1675068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1675070.375000 Penalty: 4837.148438
	Iteration 93Q: 3 clusters Score -1675070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1675073.375000 Penalty: 4837.148438
	Iteration 94Q: 3 clusters Score -1675073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1675075.375000 Penalty: 4837.148438
	Iteration 95Q: 3 clusters Score -1675075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1675077.375000 Penalty: 4837.148438
	Iteration 96Q: 3 clusters Score -1675077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1675076.750000 Penalty: 4837.148438
	Iteration 97Q: 3 clusters Score -1675077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1675076.375000 Penalty: 4837.148438
	Iteration 98Q: 3 clusters Score -1675076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1675078.500000 Penalty: 4837.148438
	Iteration 99Q: 3 clusters Score -1675078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1675080.125000 Penalty: 4837.148438
	Iteration 100F: 3 clusters Score -1675080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1675079.750000 Penalty: 4837.148438
	Iteration 101Q: 3 clusters Score -1675080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1675079.750000 Penalty: 4837.148438
	Iteration 102Q: 3 clusters Score -1675080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1675083.875000 Penalty: 4837.148438
	Iteration 103Q: 3 clusters Score -1675084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1675081.875000 Penalty: 4837.148438
	Iteration 104Q: 3 clusters Score -1675082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1675083.375000 Penalty: 4837.148438
	Iteration 105Q: 3 clusters Score -1675083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1675087.500000 Penalty: 4837.148438
	Iteration 106Q: 3 clusters Score -1675088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1675086.875000 Penalty: 4837.148438
	Iteration 107Q: 3 clusters Score -1675087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1675090.375000 Penalty: 4837.148438
	Iteration 108Q: 3 clusters Score -1675090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1675090.375000 Penalty: 4837.148438
	Iteration 109F: 3 clusters Score -1675090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Entering Unmasked Estep 
Score: -1209425.750000 Penalty: 2314.913086
	Iteration 0F: 2 clusters Score -1209426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1200864.125000 Penalty: 4629.826172
	Iteration 0F: 3 clusters Score -1200864 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1203329.500000 Penalty: 4629.826172
	Iteration 1F: 3 clusters Score -1203330 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1203696.000000 Penalty: 4629.826172
	Iteration 2F: 3 clusters Score -1203696 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1204059.500000 Penalty: 4629.826172
	Iteration 3F: 3 clusters Score -1204060 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1204400.875000 Penalty: 4629.826172
	Iteration 4F: 3 clusters Score -1204401 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1204732.375000 Penalty: 4629.826172
	Iteration 5F: 3 clusters Score -1204732 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1205067.500000 Penalty: 4629.826172
	Iteration 6Q: 3 clusters Score -1205068 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1205377.250000 Penalty: 4629.826172
	Iteration 7Q: 3 clusters Score -1205377 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1205755.250000 Penalty: 4629.826172
	Iteration 8Q: 3 clusters Score -1205755 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1206134.000000 Penalty: 4629.826172
	Iteration 9Q: 3 clusters Score -1206134 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1206554.875000 Penalty: 4629.826172
	Iteration 10Q: 3 clusters Score -1206555 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1207010.625000 Penalty: 4629.826172
	Iteration 11Q: 3 clusters Score -1207011 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1207463.375000 Penalty: 4629.826172
	Iteration 12Q: 3 clusters Score -1207463 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1207808.875000 Penalty: 4629.826172
	Iteration 13Q: 3 clusters Score -1207809 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1207980.250000 Penalty: 4629.826172
	Iteration 14Q: 3 clusters Score -1207980 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1208066.625000 Penalty: 4629.826172
	Iteration 15Q: 3 clusters Score -1208067 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1208107.875000 Penalty: 4629.826172
	Iteration 16Q: 3 clusters Score -1208108 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1208133.125000 Penalty: 4629.826172
	Iteration 17Q: 3 clusters Score -1208133 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1208146.625000 Penalty: 4629.826172
	Iteration 18Q: 3 clusters Score -1208147 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1208158.000000 Penalty: 4629.826172
	Iteration 19Q: 3 clusters Score -1208158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1208162.875000 Penalty: 4629.826172
	Iteration 20F: 3 clusters Score -1208163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1208167.000000 Penalty: 4629.826172
	Iteration 21Q: 3 clusters Score -1208167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1208174.750000 Penalty: 4629.826172
	Iteration 22Q: 3 clusters Score -1208175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1208172.750000 Penalty: 4629.826172
	Iteration 23Q: 3 clusters Score -1208173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1208176.500000 Penalty: 4629.826172
	Iteration 24Q: 3 clusters Score -1208176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1208177.500000 Penalty: 4629.826172
	Iteration 25Q: 3 clusters Score -1208178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1208178.375000 Penalty: 4629.826172
	Iteration 26Q: 3 clusters Score -1208178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1208178.750000 Penalty: 4629.826172
	Iteration 27Q: 3 clusters Score -1208179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1208179.250000 Penalty: 4629.826172
	Iteration 28Q: 3 clusters Score -1208179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1208178.500000 Penalty: 4629.826172
	Iteration 29Q: 3 clusters Score -1208178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1208177.375000 Penalty: 4629.826172
	Iteration 30Q: 3 clusters Score -1208177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1208179.875000 Penalty: 4629.826172
	Iteration 31Q: 3 clusters Score -1208180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1208179.625000 Penalty: 4629.826172
	Iteration 32Q: 3 clusters Score -1208180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1208179.000000 Penalty: 4629.826172
	Iteration 33Q: 3 clusters Score -1208179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1208180.250000 Penalty: 4629.826172
	Iteration 34Q: 3 clusters Score -1208180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1208180.750000 Penalty: 4629.826172
	Iteration 35Q: 3 clusters Score -1208181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1208181.875000 Penalty: 4629.826172
	Iteration 36Q: 3 clusters Score -1208182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1208181.000000 Penalty: 4629.826172
	Iteration 37Q: 3 clusters Score -1208181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1208181.375000 Penalty: 4629.826172
	Iteration 38Q: 3 clusters Score -1208181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1208180.375000 Penalty: 4629.826172
	Iteration 39Q: 3 clusters Score -1208180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1208179.500000 Penalty: 4629.826172
	Iteration 40F: 3 clusters Score -1208180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1208180.250000 Penalty: 4629.826172
	Iteration 41Q: 3 clusters Score -1208180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1208181.500000 Penalty: 4629.826172
	Iteration 42Q: 3 clusters Score -1208182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1208181.500000 Penalty: 4629.826172
	Iteration 43Q: 3 clusters Score -1208182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1208179.250000 Penalty: 4629.826172
	Iteration 44Q: 3 clusters Score -1208179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1208179.750000 Penalty: 4629.826172
	Iteration 45Q: 3 clusters Score -1208180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1208179.500000 Penalty: 4629.826172
	Iteration 46Q: 3 clusters Score -1208180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1208181.875000 Penalty: 4629.826172
	Iteration 47Q: 3 clusters Score -1208182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1208181.500000 Penalty: 4629.826172
	Iteration 48Q: 3 clusters Score -1208182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1208182.875000 Penalty: 4629.826172
	Iteration 49Q: 3 clusters Score -1208183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1208182.625000 Penalty: 4629.826172
	Iteration 50Q: 3 clusters Score -1208183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1208182.625000 Penalty: 4629.826172
	Iteration 51F: 3 clusters Score -1208183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Entering Unmasked Estep 
Score: -1243610.125000 Penalty: 2318.350586
	Iteration 0F: 2 clusters Score -1243610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1235003.625000 Penalty: 4636.701172
	Iteration 0F: 3 clusters Score -1235004 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1237522.125000 Penalty: 4636.701172
	Iteration 1F: 3 clusters Score -1237522 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1237805.125000 Penalty: 4636.701172
	Iteration 2F: 3 clusters Score -1237805 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1238023.875000 Penalty: 4636.701172
	Iteration 3Q: 3 clusters Score -1238024 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1238210.875000 Penalty: 4636.701172
	Iteration 4Q: 3 clusters Score -1238211 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1238370.750000 Penalty: 4636.701172
	Iteration 5Q: 3 clusters Score -1238371 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1238511.375000 Penalty: 4636.701172
	Iteration 6Q: 3 clusters Score -1238511 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1238655.250000 Penalty: 4636.701172
	Iteration 7Q: 3 clusters Score -1238655 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1238805.125000 Penalty: 4636.701172
	Iteration 8Q: 3 clusters Score -1238805 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1238932.125000 Penalty: 4636.701172
	Iteration 9Q: 3 clusters Score -1238932 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1239060.750000 Penalty: 4636.701172
	Iteration 10Q: 3 clusters Score -1239061 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1239185.375000 Penalty: 4636.701172
	Iteration 11Q: 3 clusters Score -1239185 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1239289.375000 Penalty: 4636.701172
	Iteration 12Q: 3 clusters Score -1239289 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1239387.500000 Penalty: 4636.701172
	Iteration 13Q: 3 clusters Score -1239388 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1239496.125000 Penalty: 4636.701172
	Iteration 14Q: 3 clusters Score -1239496 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1239611.125000 Penalty: 4636.701172
	Iteration 15Q: 3 clusters Score -1239611 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1239735.625000 Penalty: 4636.701172
	Iteration 16Q: 3 clusters Score -1239736 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1239846.125000 Penalty: 4636.701172
	Iteration 17Q: 3 clusters Score -1239846 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1239947.625000 Penalty: 4636.701172
	Iteration 18Q: 3 clusters Score -1239948 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1240063.500000 Penalty: 4636.701172
	Iteration 19Q: 3 clusters Score -1240064 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1240166.250000 Penalty: 4636.701172
	Iteration 20F: 3 clusters Score -1240166 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1240276.000000 Penalty: 4636.701172
	Iteration 21Q: 3 clusters Score -1240276 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1240391.000000 Penalty: 4636.701172
	Iteration 22Q: 3 clusters Score -1240391 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1240518.625000 Penalty: 4636.701172
	Iteration 23Q: 3 clusters Score -1240519 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1240635.125000 Penalty: 4636.701172
	Iteration 24Q: 3 clusters Score -1240635 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1240746.250000 Penalty: 4636.701172
	Iteration 25Q: 3 clusters Score -1240746 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1240838.000000 Penalty: 4636.701172
	Iteration 26Q: 3 clusters Score -1240838 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1240932.750000 Penalty: 4636.701172
	Iteration 27Q: 3 clusters Score -1240933 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1241010.000000 Penalty: 4636.701172
	Iteration 28Q: 3 clusters Score -1241010 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1241076.250000 Penalty: 4636.701172
	Iteration 29Q: 3 clusters Score -1241076 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1241142.000000 Penalty: 4636.701172
	Iteration 30Q: 3 clusters Score -1241142 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1241195.750000 Penalty: 4636.701172
	Iteration 31Q: 3 clusters Score -1241196 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1241250.375000 Penalty: 4636.701172
	Iteration 32Q: 3 clusters Score -1241250 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1241300.125000 Penalty: 4636.701172
	Iteration 33Q: 3 clusters Score -1241300 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1241353.250000 Penalty: 4636.701172
	Iteration 34Q: 3 clusters Score -1241353 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1241388.375000 Penalty: 4636.701172
	Iteration 35Q: 3 clusters Score -1241388 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1241421.250000 Penalty: 4636.701172
	Iteration 36Q: 3 clusters Score -1241421 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1241447.875000 Penalty: 4636.701172
	Iteration 37Q: 3 clusters Score -1241448 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1241470.250000 Penalty: 4636.701172
	Iteration 38Q: 3 clusters Score -1241470 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1241497.500000 Penalty: 4636.701172
	Iteration 39Q: 3 clusters Score -1241498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1241520.875000 Penalty: 4636.701172
	Iteration 40F: 3 clusters Score -1241521 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1241536.875000 Penalty: 4636.701172
	Iteration 41Q: 3 clusters Score -1241537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1241545.250000 Penalty: 4636.701172
	Iteration 42Q: 3 clusters Score -1241545 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1241557.250000 Penalty: 4636.701172
	Iteration 43Q: 3 clusters Score -1241557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1241566.875000 Penalty: 4636.701172
	Iteration 44Q: 3 clusters Score -1241567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1241570.625000 Penalty: 4636.701172
	Iteration 45Q: 3 clusters Score -1241571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1241583.375000 Penalty: 4636.701172
	Iteration 46Q: 3 clusters Score -1241583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1241589.875000 Penalty: 4636.701172
	Iteration 47Q: 3 clusters Score -1241590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1241597.625000 Penalty: 4636.701172
	Iteration 48Q: 3 clusters Score -1241598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1241604.500000 Penalty: 4636.701172
	Iteration 49Q: 3 clusters Score -1241604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1241609.625000 Penalty: 4636.701172
	Iteration 50Q: 3 clusters Score -1241610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1241611.500000 Penalty: 4636.701172
	Iteration 51Q: 3 clusters Score -1241612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1241610.750000 Penalty: 4636.701172
	Iteration 52Q: 3 clusters Score -1241611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1241612.625000 Penalty: 4636.701172
	Iteration 53Q: 3 clusters Score -1241613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1241613.875000 Penalty: 4636.701172
	Iteration 54Q: 3 clusters Score -1241614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1241613.875000 Penalty: 4636.701172
	Iteration 55Q: 3 clusters Score -1241614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1241613.875000 Penalty: 4636.701172
	Iteration 56F: 3 clusters Score -1241614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -34482.765625 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -34482.77 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 178 members 
Entering Unmasked Estep 
Score: -33232.738281 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -33232.74 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33497.738281 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -33497.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -33633.738281 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -33633.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -33779.828125 Penalty: 2916.744385
	Iteration 3F: 3 clusters Score -33779.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -33837.011719 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -33837.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -33868.695312 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -33868.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -33890.160156 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -33890.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -33896.203125 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -33896.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -33896.203125 Penalty: 2916.744385
	Iteration 8F: 3 clusters Score -33896.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -34524.589844 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -34524.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33254.820312 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -33254.82 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33392.222656 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -33392.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33420.335938 Penalty: 2912.570557
	Iteration 2Q: 3 clusters Score -33420.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33445.101562 Penalty: 2912.570557
	Iteration 3Q: 3 clusters Score -33445.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33454.683594 Penalty: 2912.570557
	Iteration 4Q: 3 clusters Score -33454.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -33461.753906 Penalty: 2912.570557
	Iteration 5Q: 3 clusters Score -33461.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -33461.753906 Penalty: 2912.570557
	Iteration 6F: 3 clusters Score -33461.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (28029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Entering Unmasked Estep 
Score: -3062574.500000 Penalty: 2539.766846
	Iteration 0F: 2 clusters Score -3062574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -3043350.000000 Penalty: 5079.533691
	Iteration 0F: 3 clusters Score -3043350 nChanged 12531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -3050156.500000 Penalty: 5079.533691
	Iteration 1F: 3 clusters Score -3050156 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -3050543.000000 Penalty: 5079.533691
	Iteration 2Q: 3 clusters Score -3050543 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -3050898.250000 Penalty: 5079.533691
	Iteration 3Q: 3 clusters Score -3050898 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -3051229.500000 Penalty: 5079.533691
	Iteration 4Q: 3 clusters Score -3051230 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -3051542.000000 Penalty: 5079.533691
	Iteration 5Q: 3 clusters Score -3051542 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -3051852.250000 Penalty: 5079.533691
	Iteration 6Q: 3 clusters Score -3051852 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -3052156.250000 Penalty: 5079.533691
	Iteration 7Q: 3 clusters Score -3052156 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -3052523.000000 Penalty: 5079.533691
	Iteration 8Q: 3 clusters Score -3052523 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -3052940.250000 Penalty: 5079.533691
	Iteration 9Q: 3 clusters Score -3052940 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -3053439.500000 Penalty: 5079.533691
	Iteration 10Q: 3 clusters Score -3053440 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -3054011.750000 Penalty: 5079.533691
	Iteration 11Q: 3 clusters Score -3054012 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -3054593.500000 Penalty: 5079.533691
	Iteration 12Q: 3 clusters Score -3054594 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -3055157.500000 Penalty: 5079.533691
	Iteration 13Q: 3 clusters Score -3055158 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -3055681.250000 Penalty: 5079.533691
	Iteration 14Q: 3 clusters Score -3055681 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -3056117.250000 Penalty: 5079.533691
	Iteration 15Q: 3 clusters Score -3056117 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -3056422.750000 Penalty: 5079.533691
	Iteration 16Q: 3 clusters Score -3056423 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -3056609.250000 Penalty: 5079.533691
	Iteration 17Q: 3 clusters Score -3056609 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -3056764.500000 Penalty: 5079.533691
	Iteration 18Q: 3 clusters Score -3056764 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -3056901.500000 Penalty: 5079.533691
	Iteration 19Q: 3 clusters Score -3056902 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -3056999.000000 Penalty: 5079.533691
	Iteration 20F: 3 clusters Score -3056999 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -3057078.750000 Penalty: 5079.533691
	Iteration 21Q: 3 clusters Score -3057079 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -3057166.000000 Penalty: 5079.533691
	Iteration 22Q: 3 clusters Score -3057166 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -3057208.750000 Penalty: 5079.533691
	Iteration 23Q: 3 clusters Score -3057209 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -3057253.750000 Penalty: 5079.533691
	Iteration 24Q: 3 clusters Score -3057254 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -3057313.750000 Penalty: 5079.533691
	Iteration 25Q: 3 clusters Score -3057314 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -3057365.250000 Penalty: 5079.533691
	Iteration 26Q: 3 clusters Score -3057365 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -3057412.750000 Penalty: 5079.533691
	Iteration 27Q: 3 clusters Score -3057413 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -3057468.500000 Penalty: 5079.533691
	Iteration 28Q: 3 clusters Score -3057468 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -3057516.000000 Penalty: 5079.533691
	Iteration 29Q: 3 clusters Score -3057516 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -3057541.000000 Penalty: 5079.533691
	Iteration 30Q: 3 clusters Score -3057541 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -3057590.750000 Penalty: 5079.533691
	Iteration 31Q: 3 clusters Score -3057591 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -3057613.000000 Penalty: 5079.533691
	Iteration 32Q: 3 clusters Score -3057613 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -3057667.500000 Penalty: 5079.533691
	Iteration 33Q: 3 clusters Score -3057668 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -3057709.000000 Penalty: 5079.533691
	Iteration 34Q: 3 clusters Score -3057709 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -3057770.000000 Penalty: 5079.533691
	Iteration 35Q: 3 clusters Score -3057770 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -3057831.500000 Penalty: 5079.533691
	Iteration 36Q: 3 clusters Score -3057832 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -3057882.750000 Penalty: 5079.533691
	Iteration 37Q: 3 clusters Score -3057883 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -3057947.750000 Penalty: 5079.533691
	Iteration 38Q: 3 clusters Score -3057948 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -3058021.000000 Penalty: 5079.533691
	Iteration 39Q: 3 clusters Score -3058021 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -3058082.500000 Penalty: 5079.533691
	Iteration 40F: 3 clusters Score -3058082 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -3058183.750000 Penalty: 5079.533691
	Iteration 41Q: 3 clusters Score -3058184 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -3058306.000000 Penalty: 5079.533691
	Iteration 42Q: 3 clusters Score -3058306 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -3058478.500000 Penalty: 5079.533691
	Iteration 43Q: 3 clusters Score -3058478 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -3058685.750000 Penalty: 5079.533691
	Iteration 44Q: 3 clusters Score -3058686 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -3058971.500000 Penalty: 5079.533691
	Iteration 45Q: 3 clusters Score -3058972 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -3059282.000000 Penalty: 5079.533691
	Iteration 46Q: 3 clusters Score -3059282 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -3059695.000000 Penalty: 5079.533691
	Iteration 47Q: 3 clusters Score -3059695 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -3060006.750000 Penalty: 5079.533691
	Iteration 48Q: 3 clusters Score -3060007 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -3060242.250000 Penalty: 5079.533691
	Iteration 49Q: 3 clusters Score -3060242 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -3060393.000000 Penalty: 5079.533691
	Iteration 50Q: 3 clusters Score -3060393 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -3060515.250000 Penalty: 5079.533691
	Iteration 51Q: 3 clusters Score -3060515 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -3060604.000000 Penalty: 5079.533691
	Iteration 52Q: 3 clusters Score -3060604 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -3060664.250000 Penalty: 5079.533691
	Iteration 53Q: 3 clusters Score -3060664 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -3060680.750000 Penalty: 5079.533691
	Iteration 54Q: 3 clusters Score -3060681 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -3060694.000000 Penalty: 5079.533691
	Iteration 55Q: 3 clusters Score -3060694 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -3060707.000000 Penalty: 5079.533691
	Iteration 56Q: 3 clusters Score -3060707 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -3060709.750000 Penalty: 5079.533691
	Iteration 57Q: 3 clusters Score -3060710 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -3060706.250000 Penalty: 5079.533691
	Iteration 58Q: 3 clusters Score -3060706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -3060713.750000 Penalty: 5079.533691
	Iteration 59Q: 3 clusters Score -3060714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -3060727.250000 Penalty: 5079.533691
	Iteration 60F: 3 clusters Score -3060727 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -3060725.500000 Penalty: 5079.533691
	Iteration 61Q: 3 clusters Score -3060726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -3060729.250000 Penalty: 5079.533691
	Iteration 62Q: 3 clusters Score -3060729 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -3060735.750000 Penalty: 5079.533691
	Iteration 63Q: 3 clusters Score -3060736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -3060747.500000 Penalty: 5079.533691
	Iteration 64Q: 3 clusters Score -3060748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -3060741.750000 Penalty: 5079.533691
	Iteration 65Q: 3 clusters Score -3060742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -3060743.500000 Penalty: 5079.533691
	Iteration 66Q: 3 clusters Score -3060744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -3060738.000000 Penalty: 5079.533691
	Iteration 67Q: 3 clusters Score -3060738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -3060739.250000 Penalty: 5079.533691
	Iteration 68Q: 3 clusters Score -3060739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -3060737.750000 Penalty: 5079.533691
	Iteration 69Q: 3 clusters Score -3060738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -3060742.750000 Penalty: 5079.533691
	Iteration 70Q: 3 clusters Score -3060743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -3060740.750000 Penalty: 5079.533691
	Iteration 71Q: 3 clusters Score -3060741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -3060739.750000 Penalty: 5079.533691
	Iteration 72Q: 3 clusters Score -3060740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -3060742.250000 Penalty: 5079.533691
	Iteration 73Q: 3 clusters Score -3060742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -3060746.500000 Penalty: 5079.533691
	Iteration 74Q: 3 clusters Score -3060746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -3060746.500000 Penalty: 5079.533691
	Iteration 75Q: 3 clusters Score -3060746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -3060747.000000 Penalty: 5079.533691
	Iteration 76Q: 3 clusters Score -3060747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -3060749.000000 Penalty: 5079.533691
	Iteration 77Q: 3 clusters Score -3060749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -3060747.000000 Penalty: 5079.533691
	Iteration 78Q: 3 clusters Score -3060747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -3060747.000000 Penalty: 5079.533691
	Iteration 79F: 3 clusters Score -3060747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -567667.875000 Penalty: 2121.752197
	Iteration 0F: 2 clusters Score -567667.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -563065.875000 Penalty: 4243.504395
	Iteration 0F: 3 clusters Score -563065.9 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -564140.750000 Penalty: 4243.504395
	Iteration 1F: 3 clusters Score -564140.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -564363.000000 Penalty: 4243.504395
	Iteration 2F: 3 clusters Score -564363 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -564508.062500 Penalty: 4243.504395
	Iteration 3F: 3 clusters Score -564508.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -564615.812500 Penalty: 4243.504395
	Iteration 4Q: 3 clusters Score -564615.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -564685.250000 Penalty: 4243.504395
	Iteration 5Q: 3 clusters Score -564685.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -564748.000000 Penalty: 4243.504395
	Iteration 6Q: 3 clusters Score -564748 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -564805.062500 Penalty: 4243.504395
	Iteration 7Q: 3 clusters Score -564805.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -564854.500000 Penalty: 4243.504395
	Iteration 8Q: 3 clusters Score -564854.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -564897.625000 Penalty: 4243.504395
	Iteration 9Q: 3 clusters Score -564897.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -564946.562500 Penalty: 4243.504395
	Iteration 10Q: 3 clusters Score -564946.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -564991.437500 Penalty: 4243.504395
	Iteration 11Q: 3 clusters Score -564991.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -565036.562500 Penalty: 4243.504395
	Iteration 12Q: 3 clusters Score -565036.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -565074.437500 Penalty: 4243.504395
	Iteration 13Q: 3 clusters Score -565074.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -565125.875000 Penalty: 4243.504395
	Iteration 14Q: 3 clusters Score -565125.9 nChanged 91
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: -565179.875000 Penalty: 4243.504395
	Iteration 15Q: 3 clusters Score -565179.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -565239.000000 Penalty: 4243.504395
	Iteration 16Q: 3 clusters Score -565239 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -565297.437500 Penalty: 4243.504395
	Iteration 17Q: 3 clusters Score -565297.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -565358.875000 Penalty: 4243.504395
	Iteration 18Q: 3 clusters Score -565358.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -565407.437500 Penalty: 4243.504395
	Iteration 19Q: 3 clusters Score -565407.4 nChanged 74
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: -565447.375000 Penalty: 4243.504395
	Iteration 20F: 3 clusters Score -565447.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -565481.187500 Penalty: 4243.504395
	Iteration 21Q: 3 clusters Score -565481.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -565520.687500 Penalty: 4243.504395
	Iteration 22Q: 3 clusters Score -565520.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -565550.187500 Penalty: 4243.504395
	Iteration 23Q: 3 clusters Score -565550.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -565570.625000 Penalty: 4243.504395
	Iteration 24Q: 3 clusters Score -565570.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -565586.562500 Penalty: 4243.504395
	Iteration 25Q: 3 clusters Score -565586.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -565599.812500 Penalty: 4243.504395
	Iteration 26Q: 3 clusters Score -565599.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -565611.562500 Penalty: 4243.504395
	Iteration 27Q: 3 clusters Score -565611.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -565627.062500 Penalty: 4243.504395
	Iteration 28Q: 3 clusters Score -565627.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -565641.250000 Penalty: 4243.504395
	Iteration 29Q: 3 clusters Score -565641.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -565650.500000 Penalty: 4243.504395
	Iteration 30Q: 3 clusters Score -565650.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -565656.437500 Penalty: 4243.504395
	Iteration 31Q: 3 clusters Score -565656.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -565666.375000 Penalty: 4243.504395
	Iteration 32Q: 3 clusters Score -565666.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -565672.750000 Penalty: 4243.504395
	Iteration 33Q: 3 clusters Score -565672.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -565674.812500 Penalty: 4243.504395
	Iteration 34Q: 3 clusters Score -565674.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -565677.312500 Penalty: 4243.504395
	Iteration 35Q: 3 clusters Score -565677.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -565681.375000 Penalty: 4243.504395
	Iteration 36Q: 3 clusters Score -565681.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -565684.125000 Penalty: 4243.504395
	Iteration 37Q: 3 clusters Score -565684.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -565689.562500 Penalty: 4243.504395
	Iteration 38Q: 3 clusters Score -565689.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -565697.062500 Penalty: 4243.504395
	Iteration 39Q: 3 clusters Score -565697.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -565703.625000 Penalty: 4243.504395
	Iteration 40F: 3 clusters Score -565703.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -565708.312500 Penalty: 4243.504395
	Iteration 41Q: 3 clusters Score -565708.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -565714.375000 Penalty: 4243.504395
	Iteration 42Q: 3 clusters Score -565714.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -565720.937500 Penalty: 4243.504395
	Iteration 43Q: 3 clusters Score -565720.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -565724.562500 Penalty: 4243.504395
	Iteration 44Q: 3 clusters Score -565724.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -565728.187500 Penalty: 4243.504395
	Iteration 45Q: 3 clusters Score -565728.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -565729.312500 Penalty: 4243.504395
	Iteration 46Q: 3 clusters Score -565729.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -565731.562500 Penalty: 4243.504395
	Iteration 47Q: 3 clusters Score -565731.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -565731.562500 Penalty: 4243.504395
	Iteration 48Q: 3 clusters Score -565731.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -565733.062500 Penalty: 4243.504395
	Iteration 49Q: 3 clusters Score -565733.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -565735.437500 Penalty: 4243.504395
	Iteration 50Q: 3 clusters Score -565735.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -565740.687500 Penalty: 4243.504395
	Iteration 51Q: 3 clusters Score -565740.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -565743.125000 Penalty: 4243.504395
	Iteration 52Q: 3 clusters Score -565743.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -565745.625000 Penalty: 4243.504395
	Iteration 53Q: 3 clusters Score -565745.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -565746.125000 Penalty: 4243.504395
	Iteration 54Q: 3 clusters Score -565746.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -565746.375000 Penalty: 4243.504395
	Iteration 55Q: 3 clusters Score -565746.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -565748.250000 Penalty: 4243.504395
	Iteration 56Q: 3 clusters Score -565748.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -565748.250000 Penalty: 4243.504395
	Iteration 57F: 3 clusters Score -565748.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (12410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Entering Unmasked Estep 
Score: -1346948.250000 Penalty: 2337.711914
	Iteration 0F: 2 clusters Score -1346948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1337743.125000 Penalty: 4675.423828
	Iteration 0F: 3 clusters Score -1337743 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1340566.125000 Penalty: 4675.423828
	Iteration 1F: 3 clusters Score -1340566 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1340943.250000 Penalty: 4675.423828
	Iteration 2F: 3 clusters Score -1340943 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1341250.125000 Penalty: 4675.423828
	Iteration 3F: 3 clusters Score -1341250 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1341503.750000 Penalty: 4675.423828
	Iteration 4Q: 3 clusters Score -1341504 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1341758.625000 Penalty: 4675.423828
	Iteration 5Q: 3 clusters Score -1341759 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1341976.000000 Penalty: 4675.423828
	Iteration 6Q: 3 clusters Score -1341976 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1342173.125000 Penalty: 4675.423828
	Iteration 7Q: 3 clusters Score -1342173 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1342370.250000 Penalty: 4675.423828
	Iteration 8Q: 3 clusters Score -1342370 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1342582.125000 Penalty: 4675.423828
	Iteration 9Q: 3 clusters Score -1342582 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1342787.500000 Penalty: 4675.423828
	Iteration 10Q: 3 clusters Score -1342788 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1342944.000000 Penalty: 4675.423828
	Iteration 11Q: 3 clusters Score -1342944 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1343087.750000 Penalty: 4675.423828
	Iteration 12Q: 3 clusters Score -1343088 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1343196.750000 Penalty: 4675.423828
	Iteration 13Q: 3 clusters Score -1343197 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1343308.125000 Penalty: 4675.423828
	Iteration 14Q: 3 clusters Score -1343308 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1343416.625000 Penalty: 4675.423828
	Iteration 15Q: 3 clusters Score -1343417 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1343531.125000 Penalty: 4675.423828
	Iteration 16Q: 3 clusters Score -1343531 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1343635.250000 Penalty: 4675.423828
	Iteration 17Q: 3 clusters Score -1343635 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1343751.000000 Penalty: 4675.423828
	Iteration 18Q: 3 clusters Score -1343751 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1343868.250000 Penalty: 4675.423828
	Iteration 19Q: 3 clusters Score -1343868 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1343994.125000 Penalty: 4675.423828
	Iteration 20F: 3 clusters Score -1343994 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1344110.875000 Penalty: 4675.423828
	Iteration 21Q: 3 clusters Score -1344111 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1344210.250000 Penalty: 4675.423828
	Iteration 22Q: 3 clusters Score -1344210 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1344299.625000 Penalty: 4675.423828
	Iteration 23Q: 3 clusters Score -1344300 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1344400.625000 Penalty: 4675.423828
	Iteration 24Q: 3 clusters Score -1344401 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1344491.000000 Penalty: 4675.423828
	Iteration 25Q: 3 clusters Score -1344491 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1344557.250000 Penalty: 4675.423828
	Iteration 26Q: 3 clusters Score -1344557 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1344607.875000 Penalty: 4675.423828
	Iteration 27Q: 3 clusters Score -1344608 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1344657.125000 Penalty: 4675.423828
	Iteration 28Q: 3 clusters Score -1344657 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1344698.625000 Penalty: 4675.423828
	Iteration 29Q: 3 clusters Score -1344699 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1344724.625000 Penalty: 4675.423828
	Iteration 30Q: 3 clusters Score -1344725 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1344744.500000 Penalty: 4675.423828
	Iteration 31Q: 3 clusters Score -1344744 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1344766.250000 Penalty: 4675.423828
	Iteration 32Q: 3 clusters Score -1344766 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1344783.625000 Penalty: 4675.423828
	Iteration 33Q: 3 clusters Score -1344784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1344797.125000 Penalty: 4675.423828
	Iteration 34Q: 3 clusters Score -1344797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1344806.250000 Penalty: 4675.423828
	Iteration 35Q: 3 clusters Score -1344806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1344816.375000 Penalty: 4675.423828
	Iteration 36Q: 3 clusters Score -1344816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1344826.500000 Penalty: 4675.423828
	Iteration 37Q: 3 clusters Score -1344826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1344841.500000 Penalty: 4675.423828
	Iteration 38Q: 3 clusters Score -1344842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1344858.000000 Penalty: 4675.423828
	Iteration 39Q: 3 clusters Score -1344858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1344874.250000 Penalty: 4675.423828
	Iteration 40F: 3 clusters Score -1344874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1344886.375000 Penalty: 4675.423828
	Iteration 41Q: 3 clusters Score -1344886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1344904.000000 Penalty: 4675.423828
	Iteration 42Q: 3 clusters Score -1344904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1344913.750000 Penalty: 4675.423828
	Iteration 43Q: 3 clusters Score -1344914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1344926.000000 Penalty: 4675.423828
	Iteration 44Q: 3 clusters Score -1344926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1344937.250000 Penalty: 4675.423828
	Iteration 45Q: 3 clusters Score -1344937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1344949.500000 Penalty: 4675.423828
	Iteration 46Q: 3 clusters Score -1344950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1344957.625000 Penalty: 4675.423828
	Iteration 47Q: 3 clusters Score -1344958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1344961.000000 Penalty: 4675.423828
	Iteration 48Q: 3 clusters Score -1344961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1344965.875000 Penalty: 4675.423828
	Iteration 49Q: 3 clusters Score -1344966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1344967.625000 Penalty: 4675.423828
	Iteration 50Q: 3 clusters Score -1344968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1344969.500000 Penalty: 4675.423828
	Iteration 51Q: 3 clusters Score -1344970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1344969.125000 Penalty: 4675.423828
	Iteration 52Q: 3 clusters Score -1344969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1344968.625000 Penalty: 4675.423828
	Iteration 53Q: 3 clusters Score -1344969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1344970.750000 Penalty: 4675.423828
	Iteration 54Q: 3 clusters Score -1344971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1344971.125000 Penalty: 4675.423828
	Iteration 55Q: 3 clusters Score -1344971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1344976.125000 Penalty: 4675.423828
	Iteration 56Q: 3 clusters Score -1344976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1344977.875000 Penalty: 4675.423828
	Iteration 57Q: 3 clusters Score -1344978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1344981.750000 Penalty: 4675.423828
	Iteration 58Q: 3 clusters Score -1344982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1344983.625000 Penalty: 4675.423828
	Iteration 59Q: 3 clusters Score -1344984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1344984.625000 Penalty: 4675.423828
	Iteration 60F: 3 clusters Score -1344985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1344985.375000 Penalty: 4675.423828
	Iteration 61Q: 3 clusters Score -1344985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1344985.750000 Penalty: 4675.423828
	Iteration 62Q: 3 clusters Score -1344986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1344987.750000 Penalty: 4675.423828
	Iteration 63Q: 3 clusters Score -1344988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1344987.875000 Penalty: 4675.423828
	Iteration 64Q: 3 clusters Score -1344988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1344987.875000 Penalty: 4675.423828
	Iteration 65F: 3 clusters Score -1344988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (19814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Entering Unmasked Estep 
Score: -1683743.500000 Penalty: 2453.747803
	Iteration 0F: 2 clusters Score -1683744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1669916.250000 Penalty: 4907.495605
	Iteration 0F: 3 clusters Score -1669916 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1674614.500000 Penalty: 4907.495605
	Iteration 1F: 3 clusters Score -1674614 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1675401.500000 Penalty: 4907.495605
	Iteration 2F: 3 clusters Score -1675402 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1676181.500000 Penalty: 4907.495605
	Iteration 3F: 3 clusters Score -1676182 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1676865.000000 Penalty: 4907.495605
	Iteration 4F: 3 clusters Score -1676865 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1677468.750000 Penalty: 4907.495605
	Iteration 5F: 3 clusters Score -1677469 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1677990.500000 Penalty: 4907.495605
	Iteration 6Q: 3 clusters Score -1677990 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1678412.875000 Penalty: 4907.495605
	Iteration 7Q: 3 clusters Score -1678413 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1678723.750000 Penalty: 4907.495605
	Iteration 8Q: 3 clusters Score -1678724 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1678965.750000 Penalty: 4907.495605
	Iteration 9Q: 3 clusters Score -1678966 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1679180.750000 Penalty: 4907.495605
	Iteration 10Q: 3 clusters Score -1679181 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1679376.750000 Penalty: 4907.495605
	Iteration 11Q: 3 clusters Score -1679377 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1679555.375000 Penalty: 4907.495605
	Iteration 12Q: 3 clusters Score -1679555 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1679702.625000 Penalty: 4907.495605
	Iteration 13Q: 3 clusters Score -1679703 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1679817.875000 Penalty: 4907.495605
	Iteration 14Q: 3 clusters Score -1679818 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1679906.875000 Penalty: 4907.495605
	Iteration 15Q: 3 clusters Score -1679907 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1679975.750000 Penalty: 4907.495605
	Iteration 16Q: 3 clusters Score -1679976 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1680034.625000 Penalty: 4907.495605
	Iteration 17Q: 3 clusters Score -1680035 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1680079.000000 Penalty: 4907.495605
	Iteration 18Q: 3 clusters Score -1680079 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1680113.500000 Penalty: 4907.495605
	Iteration 19Q: 3 clusters Score -1680114 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1680148.875000 Penalty: 4907.495605
	Iteration 20F: 3 clusters Score -1680149 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1680185.625000 Penalty: 4907.495605
	Iteration 21Q: 3 clusters Score -1680186 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1680215.750000 Penalty: 4907.495605
	Iteration 22Q: 3 clusters Score -1680216 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1680253.500000 Penalty: 4907.495605
	Iteration 23Q: 3 clusters Score -1680254 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1680294.000000 Penalty: 4907.495605
	Iteration 24Q: 3 clusters Score -1680294 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1680329.625000 Penalty: 4907.495605
	Iteration 25Q: 3 clusters Score -1680330 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1680368.125000 Penalty: 4907.495605
	Iteration 26Q: 3 clusters Score -1680368 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1680401.500000 Penalty: 4907.495605
	Iteration 27Q: 3 clusters Score -1680402 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1680440.125000 Penalty: 4907.495605
	Iteration 28Q: 3 clusters Score -1680440 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1680481.125000 Penalty: 4907.495605
	Iteration 29Q: 3 clusters Score -1680481 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1680521.750000 Penalty: 4907.495605
	Iteration 30Q: 3 clusters Score -1680522 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1680560.500000 Penalty: 4907.495605
	Iteration 31Q: 3 clusters Score -1680560 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1680597.625000 Penalty: 4907.495605
	Iteration 32Q: 3 clusters Score -1680598 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1680641.750000 Penalty: 4907.495605
	Iteration 33Q: 3 clusters Score -1680642 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1680671.875000 Penalty: 4907.495605
	Iteration 34Q: 3 clusters Score -1680672 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1680708.500000 Penalty: 4907.495605
	Iteration 35Q: 3 clusters Score -1680708 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1680734.625000 Penalty: 4907.495605
	Iteration 36Q: 3 clusters Score -1680735 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1680786.000000 Penalty: 4907.495605
	Iteration 37Q: 3 clusters Score -1680786 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1680828.625000 Penalty: 4907.495605
	Iteration 38Q: 3 clusters Score -1680829 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1680876.000000 Penalty: 4907.495605
	Iteration 39Q: 3 clusters Score -1680876 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1680917.625000 Penalty: 4907.495605
	Iteration 40F: 3 clusters Score -1680918 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1680968.000000 Penalty: 4907.495605
	Iteration 41Q: 3 clusters Score -1680968 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1681011.750000 Penalty: 4907.495605
	Iteration 42Q: 3 clusters Score -1681012 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1681071.000000 Penalty: 4907.495605
	Iteration 43Q: 3 clusters Score -1681071 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1681115.750000 Penalty: 4907.495605
	Iteration 44Q: 3 clusters Score -1681116 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1681168.125000 Penalty: 4907.495605
	Iteration 45Q: 3 clusters Score -1681168 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1681210.625000 Penalty: 4907.495605
	Iteration 46Q: 3 clusters Score -1681211 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1681252.375000 Penalty: 4907.495605
	Iteration 47Q: 3 clusters Score -1681252 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1681294.125000 Penalty: 4907.495605
	Iteration 48Q: 3 clusters Score -1681294 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1681337.750000 Penalty: 4907.495605
	Iteration 49Q: 3 clusters Score -1681338 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1681374.250000 Penalty: 4907.495605
	Iteration 50Q: 3 clusters Score -1681374 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1681410.750000 Penalty: 4907.495605
	Iteration 51Q: 3 clusters Score -1681411 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1681440.000000 Penalty: 4907.495605
	Iteration 52Q: 3 clusters Score -1681440 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1681470.500000 Penalty: 4907.495605
	Iteration 53Q: 3 clusters Score -1681470 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1681492.750000 Penalty: 4907.495605
	Iteration 54Q: 3 clusters Score -1681493 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1681518.750000 Penalty: 4907.495605
	Iteration 55Q: 3 clusters Score -1681519 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1681536.250000 Penalty: 4907.495605
	Iteration 56Q: 3 clusters Score -1681536 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1681546.500000 Penalty: 4907.495605
	Iteration 57Q: 3 clusters Score -1681546 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1681572.000000 Penalty: 4907.495605
	Iteration 58Q: 3 clusters Score -1681572 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1681584.625000 Penalty: 4907.495605
	Iteration 59Q: 3 clusters Score -1681585 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1681610.500000 Penalty: 4907.495605
	Iteration 60F: 3 clusters Score -1681610 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1681639.625000 Penalty: 4907.495605
	Iteration 61Q: 3 clusters Score -1681640 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1681665.375000 Penalty: 4907.495605
	Iteration 62Q: 3 clusters Score -1681665 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1681695.375000 Penalty: 4907.495605
	Iteration 63Q: 3 clusters Score -1681695 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1681717.875000 Penalty: 4907.495605
	Iteration 64Q: 3 clusters Score -1681718 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1681739.875000 Penalty: 4907.495605
	Iteration 65Q: 3 clusters Score -1681740 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1681753.625000 Penalty: 4907.495605
	Iteration 66Q: 3 clusters Score -1681754 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1681766.875000 Penalty: 4907.495605
	Iteration 67Q: 3 clusters Score -1681767 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1681780.250000 Penalty: 4907.495605
	Iteration 68Q: 3 clusters Score -1681780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1681782.625000 Penalty: 4907.495605
	Iteration 69Q: 3 clusters Score -1681783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1681789.625000 Penalty: 4907.495605
	Iteration 70Q: 3 clusters Score -1681790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1681793.750000 Penalty: 4907.495605
	Iteration 71Q: 3 clusters Score -1681794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1681796.375000 Penalty: 4907.495605
	Iteration 72Q: 3 clusters Score -1681796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1681798.000000 Penalty: 4907.495605
	Iteration 73Q: 3 clusters Score -1681798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1681801.500000 Penalty: 4907.495605
	Iteration 74Q: 3 clusters Score -1681802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1681802.000000 Penalty: 4907.495605
	Iteration 75Q: 3 clusters Score -1681802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1681804.250000 Penalty: 4907.495605
	Iteration 76Q: 3 clusters Score -1681804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1681805.875000 Penalty: 4907.495605
	Iteration 77Q: 3 clusters Score -1681806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1681807.500000 Penalty: 4907.495605
	Iteration 78Q: 3 clusters Score -1681808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1681809.875000 Penalty: 4907.495605
	Iteration 79Q: 3 clusters Score -1681810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1681810.375000 Penalty: 4907.495605
	Iteration 80F: 3 clusters Score -1681810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1681815.375000 Penalty: 4907.495605
	Iteration 81Q: 3 clusters Score -1681815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1681818.625000 Penalty: 4907.495605
	Iteration 82Q: 3 clusters Score -1681819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1681817.625000 Penalty: 4907.495605
	Iteration 83Q: 3 clusters Score -1681818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1681820.500000 Penalty: 4907.495605
	Iteration 84Q: 3 clusters Score -1681820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1681822.000000 Penalty: 4907.495605
	Iteration 85Q: 3 clusters Score -1681822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1681823.250000 Penalty: 4907.495605
	Iteration 86Q: 3 clusters Score -1681823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1681828.625000 Penalty: 4907.495605
	Iteration 87Q: 3 clusters Score -1681829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1681832.375000 Penalty: 4907.495605
	Iteration 88Q: 3 clusters Score -1681832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1681833.250000 Penalty: 4907.495605
	Iteration 89Q: 3 clusters Score -1681833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1681832.125000 Penalty: 4907.495605
	Iteration 90Q: 3 clusters Score -1681832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1681836.500000 Penalty: 4907.495605
	Iteration 91Q: 3 clusters Score -1681836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1681839.625000 Penalty: 4907.495605
	Iteration 92Q: 3 clusters Score -1681840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1681845.375000 Penalty: 4907.495605
	Iteration 93Q: 3 clusters Score -1681845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1681848.625000 Penalty: 4907.495605
	Iteration 94Q: 3 clusters Score -1681849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1681852.125000 Penalty: 4907.495605
	Iteration 95Q: 3 clusters Score -1681852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1681853.375000 Penalty: 4907.495605
	Iteration 96Q: 3 clusters Score -1681853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1681856.250000 Penalty: 4907.495605
	Iteration 97Q: 3 clusters Score -1681856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1681854.500000 Penalty: 4907.495605
	Iteration 98Q: 3 clusters Score -1681854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1681862.750000 Penalty: 4907.495605
	Iteration 99Q: 3 clusters Score -1681863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1681866.750000 Penalty: 4907.495605
	Iteration 100F: 3 clusters Score -1681867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1681869.250000 Penalty: 4907.495605
	Iteration 101Q: 3 clusters Score -1681869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1681868.750000 Penalty: 4907.495605
	Iteration 102Q: 3 clusters Score -1681869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1681869.875000 Penalty: 4907.495605
	Iteration 103Q: 3 clusters Score -1681870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1681871.750000 Penalty: 4907.495605
	Iteration 104Q: 3 clusters Score -1681872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1681874.375000 Penalty: 4907.495605
	Iteration 105Q: 3 clusters Score -1681874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1681875.125000 Penalty: 4907.495605
	Iteration 106Q: 3 clusters Score -1681875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1681882.625000 Penalty: 4907.495605
	Iteration 107Q: 3 clusters Score -1681883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1681884.750000 Penalty: 4907.495605
	Iteration 108Q: 3 clusters Score -1681885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1681885.875000 Penalty: 4907.495605
	Iteration 109Q: 3 clusters Score -1681886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1681885.875000 Penalty: 4907.495605
	Iteration 110F: 3 clusters Score -1681886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -23841.572266 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -23841.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22656.832031 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -22656.83 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22762.738281 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -22762.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22800.707031 Penalty: 2773.129639
	Iteration 2Q: 3 clusters Score -22800.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -22826.875000 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -22826.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22839.236328 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -22839.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22839.236328 Penalty: 2773.129639
	Iteration 5F: 3 clusters Score -22839.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -42211.851562 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -42211.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -40736.828125 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -40736.83 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -41001.417969 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -41001.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41140.351562 Penalty: 3072.425049
	Iteration 2F: 3 clusters Score -41140.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -41280.613281 Penalty: 3072.425049
	Iteration 3F: 3 clusters Score -41280.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -41375.472656 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -41375.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -41500.527344 Penalty: 3072.425049
	Iteration 5Q: 3 clusters Score -41500.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -41631.179688 Penalty: 3072.425049
	Iteration 6Q: 3 clusters Score -41631.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -41699.332031 Penalty: 3072.425049
	Iteration 7Q: 3 clusters Score -41699.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41724.925781 Penalty: 3072.425049
	Iteration 8Q: 3 clusters Score -41724.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41735.425781 Penalty: 3072.425049
	Iteration 9Q: 3 clusters Score -41735.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41738.890625 Penalty: 3072.425049
	Iteration 10Q: 3 clusters Score -41738.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41757.066406 Penalty: 3072.425049
	Iteration 11Q: 3 clusters Score -41757.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41789.328125 Penalty: 3072.425049
	Iteration 12Q: 3 clusters Score -41789.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41801.703125 Penalty: 3072.425049
	Iteration 13Q: 3 clusters Score -41801.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41810.015625 Penalty: 3072.425049
	Iteration 14Q: 3 clusters Score -41810.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -41834.582031 Penalty: 3072.425049
	Iteration 15Q: 3 clusters Score -41834.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41838.511719 Penalty: 3072.425049
	Iteration 16Q: 3 clusters Score -41838.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41839.070312 Penalty: 3072.425049
	Iteration 17F: 3 clusters Score -41839.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -41850.949219 Penalty: 3072.425049
	Iteration 18Q: 3 clusters Score -41850.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -41850.949219 Penalty: 3072.425049
	Iteration 19F: 3 clusters Score -41850.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (11232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Entering Unmasked Estep 
Score: -1137923.750000 Penalty: 2312.977539
	Iteration 0F: 2 clusters Score -1137924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1129477.625000 Penalty: 4625.955078
	Iteration 0F: 3 clusters Score -1129478 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1132138.625000 Penalty: 4625.955078
	Iteration 1F: 3 clusters Score -1132139 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1132524.000000 Penalty: 4625.955078
	Iteration 2F: 3 clusters Score -1132524 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1132840.875000 Penalty: 4625.955078
	Iteration 3F: 3 clusters Score -1132841 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1133122.625000 Penalty: 4625.955078
	Iteration 4Q: 3 clusters Score -1133123 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1133398.375000 Penalty: 4625.955078
	Iteration 5Q: 3 clusters Score -1133398 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1133625.875000 Penalty: 4625.955078
	Iteration 6Q: 3 clusters Score -1133626 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1133858.000000 Penalty: 4625.955078
	Iteration 7Q: 3 clusters Score -1133858 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1134116.250000 Penalty: 4625.955078
	Iteration 8Q: 3 clusters Score -1134116 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1134381.750000 Penalty: 4625.955078
	Iteration 9Q: 3 clusters Score -1134382 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1134625.625000 Penalty: 4625.955078
	Iteration 10Q: 3 clusters Score -1134626 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1134840.750000 Penalty: 4625.955078
	Iteration 11Q: 3 clusters Score -1134841 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1135032.500000 Penalty: 4625.955078
	Iteration 12Q: 3 clusters Score -1135032 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1135199.125000 Penalty: 4625.955078
	Iteration 13Q: 3 clusters Score -1135199 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1135340.125000 Penalty: 4625.955078
	Iteration 14Q: 3 clusters Score -1135340 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1135447.375000 Penalty: 4625.955078
	Iteration 15Q: 3 clusters Score -1135447 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1135552.125000 Penalty: 4625.955078
	Iteration 16Q: 3 clusters Score -1135552 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1135622.375000 Penalty: 4625.955078
	Iteration 17Q: 3 clusters Score -1135622 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1135686.750000 Penalty: 4625.955078
	Iteration 18Q: 3 clusters Score -1135687 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1135739.625000 Penalty: 4625.955078
	Iteration 19Q: 3 clusters Score -1135740 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1135788.625000 Penalty: 4625.955078
	Iteration 20F: 3 clusters Score -1135789 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1135823.125000 Penalty: 4625.955078
	Iteration 21Q: 3 clusters Score -1135823 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1135858.750000 Penalty: 4625.955078
	Iteration 22Q: 3 clusters Score -1135859 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1135896.375000 Penalty: 4625.955078
	Iteration 23Q: 3 clusters Score -1135896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1135917.625000 Penalty: 4625.955078
	Iteration 24Q: 3 clusters Score -1135918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1135936.125000 Penalty: 4625.955078
	Iteration 25Q: 3 clusters Score -1135936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1135952.250000 Penalty: 4625.955078
	Iteration 26Q: 3 clusters Score -1135952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1135971.500000 Penalty: 4625.955078
	Iteration 27Q: 3 clusters Score -1135972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1135987.500000 Penalty: 4625.955078
	Iteration 28Q: 3 clusters Score -1135988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1135995.625000 Penalty: 4625.955078
	Iteration 29Q: 3 clusters Score -1135996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1136001.000000 Penalty: 4625.955078
	Iteration 30Q: 3 clusters Score -1136001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1136004.875000 Penalty: 4625.955078
	Iteration 31Q: 3 clusters Score -1136005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1136007.875000 Penalty: 4625.955078
	Iteration 32Q: 3 clusters Score -1136008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1136010.250000 Penalty: 4625.955078
	Iteration 33Q: 3 clusters Score -1136010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1136011.625000 Penalty: 4625.955078
	Iteration 34Q: 3 clusters Score -1136012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1136012.875000 Penalty: 4625.955078
	Iteration 35Q: 3 clusters Score -1136013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1136014.125000 Penalty: 4625.955078
	Iteration 36Q: 3 clusters Score -1136014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1136014.375000 Penalty: 4625.955078
	Iteration 37Q: 3 clusters Score -1136014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1136015.500000 Penalty: 4625.955078
	Iteration 38Q: 3 clusters Score -1136016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1136016.125000 Penalty: 4625.955078
	Iteration 39Q: 3 clusters Score -1136016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1136020.125000 Penalty: 4625.955078
	Iteration 40F: 3 clusters Score -1136020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1136022.000000 Penalty: 4625.955078
	Iteration 41Q: 3 clusters Score -1136022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1136022.000000 Penalty: 4625.955078
	Iteration 42F: 3 clusters Score -1136022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Entering Unmasked Estep 
Score: -251597.390625 Penalty: 1915.662842
	Iteration 0F: 2 clusters Score -251597.4 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 1124 members 
Entering Unmasked Estep 
Score: -248775.718750 Penalty: 3831.325684
	Iteration 0F: 3 clusters Score -248775.7 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -249267.125000 Penalty: 3831.325684
	Iteration 1F: 3 clusters Score -249267.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -249384.390625 Penalty: 3831.325684
	Iteration 2F: 3 clusters Score -249384.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -249430.265625 Penalty: 3831.325684
	Iteration 3Q: 3 clusters Score -249430.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -249456.875000 Penalty: 3831.325684
	Iteration 4Q: 3 clusters Score -249456.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -249484.812500 Penalty: 3831.325684
	Iteration 5Q: 3 clusters Score -249484.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -249505.828125 Penalty: 3831.325684
	Iteration 6Q: 3 clusters Score -249505.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -249521.125000 Penalty: 3831.325684
	Iteration 7Q: 3 clusters Score -249521.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -249529.281250 Penalty: 3831.325684
	Iteration 8Q: 3 clusters Score -249529.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -249538.750000 Penalty: 3831.325684
	Iteration 9Q: 3 clusters Score -249538.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -249549.265625 Penalty: 3831.325684
	Iteration 10Q: 3 clusters Score -249549.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -249558.671875 Penalty: 3831.325684
	Iteration 11Q: 3 clusters Score -249558.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -249570.812500 Penalty: 3831.325684
	Iteration 12Q: 3 clusters Score -249570.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -249579.140625 Penalty: 3831.325684
	Iteration 13Q: 3 clusters Score -249579.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -249583.359375 Penalty: 3831.325684
	Iteration 14Q: 3 clusters Score -249583.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -249588.906250 Penalty: 3831.325684
	Iteration 15Q: 3 clusters Score -249588.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -249590.625000 Penalty: 3831.325684
	Iteration 16Q: 3 clusters Score -249590.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -249591.703125 Penalty: 3831.325684
	Iteration 17Q: 3 clusters Score -249591.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -249593.390625 Penalty: 3831.325684
	Iteration 18Q: 3 clusters Score -249593.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -249594.875000 Penalty: 3831.325684
	Iteration 19Q: 3 clusters Score -249594.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -249595.328125 Penalty: 3831.325684
	Iteration 20F: 3 clusters Score -249595.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (15019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Entering Unmasked Estep 
Score: -1647483.750000 Penalty: 2385.033691
	Iteration 0F: 2 clusters Score -1647484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1636685.125000 Penalty: 4770.067383
	Iteration 0F: 3 clusters Score -1636685 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1639992.875000 Penalty: 4770.067383
	Iteration 1F: 3 clusters Score -1639993 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1640312.250000 Penalty: 4770.067383
	Iteration 2F: 3 clusters Score -1640312 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1640542.000000 Penalty: 4770.067383
	Iteration 3Q: 3 clusters Score -1640542 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1640731.500000 Penalty: 4770.067383
	Iteration 4Q: 3 clusters Score -1640732 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1640882.375000 Penalty: 4770.067383
	Iteration 5Q: 3 clusters Score -1640882 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1641012.875000 Penalty: 4770.067383
	Iteration 6Q: 3 clusters Score -1641013 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1641174.375000 Penalty: 4770.067383
	Iteration 7Q: 3 clusters Score -1641174 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1641389.750000 Penalty: 4770.067383
	Iteration 8Q: 3 clusters Score -1641390 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1641688.500000 Penalty: 4770.067383
	Iteration 9Q: 3 clusters Score -1641688 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1642098.000000 Penalty: 4770.067383
	Iteration 10Q: 3 clusters Score -1642098 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1642628.250000 Penalty: 4770.067383
	Iteration 11F: 3 clusters Score -1642628 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1643238.250000 Penalty: 4770.067383
	Iteration 12F: 3 clusters Score -1643238 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1643853.875000 Penalty: 4770.067383
	Iteration 13F: 3 clusters Score -1643854 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1644415.250000 Penalty: 4770.067383
	Iteration 14Q: 3 clusters Score -1644415 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1644777.250000 Penalty: 4770.067383
	Iteration 15Q: 3 clusters Score -1644777 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -1645033.750000 Penalty: 4770.067383
	Iteration 16Q: 3 clusters Score -1645034 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1645179.750000 Penalty: 4770.067383
	Iteration 17Q: 3 clusters Score -1645180 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1645271.625000 Penalty: 4770.067383
	Iteration 18Q: 3 clusters Score -1645272 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1645330.625000 Penalty: 4770.067383
	Iteration 19Q: 3 clusters Score -1645331 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -1645383.625000 Penalty: 4770.067383
	Iteration 20F: 3 clusters Score -1645384 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1645425.125000 Penalty: 4770.067383
	Iteration 21Q: 3 clusters Score -1645425 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1645456.750000 Penalty: 4770.067383
	Iteration 22Q: 3 clusters Score -1645457 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1645482.875000 Penalty: 4770.067383
	Iteration 23Q: 3 clusters Score -1645483 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1645497.250000 Penalty: 4770.067383
	Iteration 24Q: 3 clusters Score -1645497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1645511.750000 Penalty: 4770.067383
	Iteration 25Q: 3 clusters Score -1645512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1645514.375000 Penalty: 4770.067383
	Iteration 26Q: 3 clusters Score -1645514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1645522.875000 Penalty: 4770.067383
	Iteration 27Q: 3 clusters Score -1645523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1645528.000000 Penalty: 4770.067383
	Iteration 28Q: 3 clusters Score -1645528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1645538.125000 Penalty: 4770.067383
	Iteration 29Q: 3 clusters Score -1645538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1645544.125000 Penalty: 4770.067383
	Iteration 30Q: 3 clusters Score -1645544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1645548.000000 Penalty: 4770.067383
	Iteration 31Q: 3 clusters Score -1645548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1645548.625000 Penalty: 4770.067383
	Iteration 32Q: 3 clusters Score -1645549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1645552.125000 Penalty: 4770.067383
	Iteration 33Q: 3 clusters Score -1645552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1645552.125000 Penalty: 4770.067383
	Iteration 34Q: 3 clusters Score -1645552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1645552.250000 Penalty: 4770.067383
	Iteration 35Q: 3 clusters Score -1645552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1645552.250000 Penalty: 4770.067383
	Iteration 36F: 3 clusters Score -1645552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (19905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Entering Unmasked Estep 
Score: -2174260.000000 Penalty: 2454.884277
	Iteration 0F: 2 clusters Score -2174260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2160285.500000 Penalty: 4909.768555
	Iteration 0F: 3 clusters Score -2160286 nChanged 8816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2165055.000000 Penalty: 4909.768555
	Iteration 1F: 3 clusters Score -2165055 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2165501.500000 Penalty: 4909.768555
	Iteration 2F: 3 clusters Score -2165502 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2165886.000000 Penalty: 4909.768555
	Iteration 3Q: 3 clusters Score -2165886 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -2166267.750000 Penalty: 4909.768555
	Iteration 4Q: 3 clusters Score -2166268 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2166634.750000 Penalty: 4909.768555
	Iteration 5Q: 3 clusters Score -2166635 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2167015.000000 Penalty: 4909.768555
	Iteration 6Q: 3 clusters Score -2167015 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2167472.500000 Penalty: 4909.768555
	Iteration 7Q: 3 clusters Score -2167472 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2167951.250000 Penalty: 4909.768555
	Iteration 8Q: 3 clusters Score -2167951 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2168454.750000 Penalty: 4909.768555
	Iteration 9Q: 3 clusters Score -2168455 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2168964.000000 Penalty: 4909.768555
	Iteration 10Q: 3 clusters Score -2168964 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -2169483.250000 Penalty: 4909.768555
	Iteration 11Q: 3 clusters Score -2169483 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -2169962.250000 Penalty: 4909.768555
	Iteration 12Q: 3 clusters Score -2169962 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -2170388.000000 Penalty: 4909.768555
	Iteration 13Q: 3 clusters Score -2170388 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2170741.000000 Penalty: 4909.768555
	Iteration 14Q: 3 clusters Score -2170741 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2171036.000000 Penalty: 4909.768555
	Iteration 15Q: 3 clusters Score -2171036 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2171296.250000 Penalty: 4909.768555
	Iteration 16Q: 3 clusters Score -2171296 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2171522.750000 Penalty: 4909.768555
	Iteration 17Q: 3 clusters Score -2171523 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -2171747.000000 Penalty: 4909.768555
	Iteration 18Q: 3 clusters Score -2171747 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -2171952.000000 Penalty: 4909.768555
	Iteration 19Q: 3 clusters Score -2171952 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2172138.750000 Penalty: 4909.768555
	Iteration 20F: 3 clusters Score -2172139 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2172308.250000 Penalty: 4909.768555
	Iteration 21Q: 3 clusters Score -2172308 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2172479.750000 Penalty: 4909.768555
	Iteration 22Q: 3 clusters Score -2172480 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -2172609.250000 Penalty: 4909.768555
	Iteration 23Q: 3 clusters Score -2172609 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -2172703.000000 Penalty: 4909.768555
	Iteration 24Q: 3 clusters Score -2172703 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -2172777.750000 Penalty: 4909.768555
	Iteration 25Q: 3 clusters Score -2172778 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2172834.250000 Penalty: 4909.768555
	Iteration 26Q: 3 clusters Score -2172834 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2172879.250000 Penalty: 4909.768555
	Iteration 27Q: 3 clusters Score -2172879 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2172917.750000 Penalty: 4909.768555
	Iteration 28Q: 3 clusters Score -2172918 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2172945.000000 Penalty: 4909.768555
	Iteration 29Q: 3 clusters Score -2172945 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2172964.750000 Penalty: 4909.768555
	Iteration 30Q: 3 clusters Score -2172965 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -2172979.000000 Penalty: 4909.768555
	Iteration 31Q: 3 clusters Score -2172979 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2172980.000000 Penalty: 4909.768555
	Iteration 32Q: 3 clusters Score -2172980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2172992.000000 Penalty: 4909.768555
	Iteration 33Q: 3 clusters Score -2172992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -2172987.250000 Penalty: 4909.768555
	Iteration 34Q: 3 clusters Score -2172987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2172989.500000 Penalty: 4909.768555
	Iteration 35Q: 3 clusters Score -2172990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2172989.000000 Penalty: 4909.768555
	Iteration 36Q: 3 clusters Score -2172989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -2172993.500000 Penalty: 4909.768555
	Iteration 37Q: 3 clusters Score -2172994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -2172992.500000 Penalty: 4909.768555
	Iteration 38Q: 3 clusters Score -2172992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2172992.000000 Penalty: 4909.768555
	Iteration 39Q: 3 clusters Score -2172992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2172993.000000 Penalty: 4909.768555
	Iteration 40F: 3 clusters Score -2172993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -2172992.750000 Penalty: 4909.768555
	Iteration 41Q: 3 clusters Score -2172993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2172995.500000 Penalty: 4909.768555
	Iteration 42Q: 3 clusters Score -2172996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2172994.250000 Penalty: 4909.768555
	Iteration 43Q: 3 clusters Score -2172994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2172996.750000 Penalty: 4909.768555
	Iteration 44Q: 3 clusters Score -2172997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2173001.250000 Penalty: 4909.768555
	Iteration 45Q: 3 clusters Score -2173001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2173005.250000 Penalty: 4909.768555
	Iteration 46Q: 3 clusters Score -2173005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2173005.250000 Penalty: 4909.768555
	Iteration 47Q: 3 clusters Score -2173005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2173002.000000 Penalty: 4909.768555
	Iteration 48Q: 3 clusters Score -2173002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2173004.250000 Penalty: 4909.768555
	Iteration 49Q: 3 clusters Score -2173004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2173003.250000 Penalty: 4909.768555
	Iteration 50Q: 3 clusters Score -2173003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2173004.500000 Penalty: 4909.768555
	Iteration 51Q: 3 clusters Score -2173004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2173003.750000 Penalty: 4909.768555
	Iteration 52Q: 3 clusters Score -2173004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2173003.750000 Penalty: 4909.768555
	Iteration 53F: 3 clusters Score -2173004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (4463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Entering Unmasked Estep 
Score: -474323.312500 Penalty: 2084.087158
	Iteration 0F: 2 clusters Score -474323.3 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 2253 members 
Entering Unmasked Estep 
Score: -470159.718750 Penalty: 4168.174316
	Iteration 0F: 3 clusters Score -470159.7 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -471068.812500 Penalty: 4168.174316
	Iteration 1F: 3 clusters Score -471068.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -471253.593750 Penalty: 4168.174316
	Iteration 2F: 3 clusters Score -471253.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -471382.625000 Penalty: 4168.174316
	Iteration 3F: 3 clusters Score -471382.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -471470.250000 Penalty: 4168.174316
	Iteration 4Q: 3 clusters Score -471470.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -471531.968750 Penalty: 4168.174316
	Iteration 5Q: 3 clusters Score -471532 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -471576.437500 Penalty: 4168.174316
	Iteration 6Q: 3 clusters Score -471576.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -471610.656250 Penalty: 4168.174316
	Iteration 7Q: 3 clusters Score -471610.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -471640.375000 Penalty: 4168.174316
	Iteration 8Q: 3 clusters Score -471640.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -471668.250000 Penalty: 4168.174316
	Iteration 9Q: 3 clusters Score -471668.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -471694.656250 Penalty: 4168.174316
	Iteration 10Q: 3 clusters Score -471694.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -471713.687500 Penalty: 4168.174316
	Iteration 11Q: 3 clusters Score -471713.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -471733.593750 Penalty: 4168.174316
	Iteration 12Q: 3 clusters Score -471733.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -471751.187500 Penalty: 4168.174316
	Iteration 13Q: 3 clusters Score -471751.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -471773.031250 Penalty: 4168.174316
	Iteration 14Q: 3 clusters Score -471773 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -471790.406250 Penalty: 4168.174316
	Iteration 15Q: 3 clusters Score -471790.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -471805.343750 Penalty: 4168.174316
	Iteration 16Q: 3 clusters Score -471805.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -471825.875000 Penalty: 4168.174316
	Iteration 17Q: 3 clusters Score -471825.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -471846.750000 Penalty: 4168.174316
	Iteration 18Q: 3 clusters Score -471846.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -471865.687500 Penalty: 4168.174316
	Iteration 19Q: 3 clusters Score -471865.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -471881.218750 Penalty: 4168.174316
	Iteration 20F: 3 clusters Score -471881.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -471897.343750 Penalty: 4168.174316
	Iteration 21Q: 3 clusters Score -471897.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -471913.500000 Penalty: 4168.174316
	Iteration 22Q: 3 clusters Score -471913.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -471931.000000 Penalty: 4168.174316
	Iteration 23Q: 3 clusters Score -471931 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -471954.843750 Penalty: 4168.174316
	Iteration 24Q: 3 clusters Score -471954.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -471981.343750 Penalty: 4168.174316
	Iteration 25Q: 3 clusters Score -471981.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -472012.750000 Penalty: 4168.174316
	Iteration 26Q: 3 clusters Score -472012.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -472045.625000 Penalty: 4168.174316
	Iteration 27Q: 3 clusters Score -472045.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -472077.843750 Penalty: 4168.174316
	Iteration 28Q: 3 clusters Score -472077.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -472109.625000 Penalty: 4168.174316
	Iteration 29Q: 3 clusters Score -472109.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -472132.750000 Penalty: 4168.174316
	Iteration 30Q: 3 clusters Score -472132.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -472153.187500 Penalty: 4168.174316
	Iteration 31Q: 3 clusters Score -472153.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -472175.031250 Penalty: 4168.174316
	Iteration 32Q: 3 clusters Score -472175 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -472192.187500 Penalty: 4168.174316
	Iteration 33Q: 3 clusters Score -472192.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -472211.968750 Penalty: 4168.174316
	Iteration 34Q: 3 clusters Score -472212 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -472235.437500 Penalty: 4168.174316
	Iteration 35Q: 3 clusters Score -472235.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -472258.562500 Penalty: 4168.174316
	Iteration 36Q: 3 clusters Score -472258.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -472278.968750 Penalty: 4168.174316
	Iteration 37Q: 3 clusters Score -472279 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -472299.906250 Penalty: 4168.174316
	Iteration 38Q: 3 clusters Score -472299.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -472320.812500 Penalty: 4168.174316
	Iteration 39Q: 3 clusters Score -472320.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -472337.562500 Penalty: 4168.174316
	Iteration 40F: 3 clusters Score -472337.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -472354.812500 Penalty: 4168.174316
	Iteration 41Q: 3 clusters Score -472354.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -472376.625000 Penalty: 4168.174316
	Iteration 42Q: 3 clusters Score -472376.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -472398.343750 Penalty: 4168.174316
	Iteration 43Q: 3 clusters Score -472398.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -472422.906250 Penalty: 4168.174316
	Iteration 44Q: 3 clusters Score -472422.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -472451.031250 Penalty: 4168.174316
	Iteration 45Q: 3 clusters Score -472451 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -472473.187500 Penalty: 4168.174316
	Iteration 46Q: 3 clusters Score -472473.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -472491.031250 Penalty: 4168.174316
	Iteration 47Q: 3 clusters Score -472491 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -472514.843750 Penalty: 4168.174316
	Iteration 48Q: 3 clusters Score -472514.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -472534.968750 Penalty: 4168.174316
	Iteration 49Q: 3 clusters Score -472535 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -472556.875000 Penalty: 4168.174316
	Iteration 50Q: 3 clusters Score -472556.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -472580.125000 Penalty: 4168.174316
	Iteration 51Q: 3 clusters Score -472580.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -472605.312500 Penalty: 4168.174316
	Iteration 52Q: 3 clusters Score -472605.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -472630.406250 Penalty: 4168.174316
	Iteration 53Q: 3 clusters Score -472630.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -472658.281250 Penalty: 4168.174316
	Iteration 54Q: 3 clusters Score -472658.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -472699.750000 Penalty: 4168.174316
	Iteration 55Q: 3 clusters Score -472699.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -472728.593750 Penalty: 4168.174316
	Iteration 56Q: 3 clusters Score -472728.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -472753.375000 Penalty: 4168.174316
	Iteration 57Q: 3 clusters Score -472753.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -472779.125000 Penalty: 4168.174316
	Iteration 58Q: 3 clusters Score -472779.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -472803.250000 Penalty: 4168.174316
	Iteration 59Q: 3 clusters Score -472803.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -472824.468750 Penalty: 4168.174316
	Iteration 60F: 3 clusters Score -472824.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -472841.218750 Penalty: 4168.174316
	Iteration 61Q: 3 clusters Score -472841.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -472864.718750 Penalty: 4168.174316
	Iteration 62Q: 3 clusters Score -472864.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -472882.375000 Penalty: 4168.174316
	Iteration 63Q: 3 clusters Score -472882.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -472899.437500 Penalty: 4168.174316
	Iteration 64Q: 3 clusters Score -472899.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -472908.781250 Penalty: 4168.174316
	Iteration 65Q: 3 clusters Score -472908.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -472912.906250 Penalty: 4168.174316
	Iteration 66Q: 3 clusters Score -472912.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -472916.750000 Penalty: 4168.174316
	Iteration 67Q: 3 clusters Score -472916.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -472919.531250 Penalty: 4168.174316
	Iteration 68Q: 3 clusters Score -472919.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -472922.937500 Penalty: 4168.174316
	Iteration 69Q: 3 clusters Score -472922.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -472924.593750 Penalty: 4168.174316
	Iteration 70Q: 3 clusters Score -472924.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -472928.156250 Penalty: 4168.174316
	Iteration 71Q: 3 clusters Score -472928.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -472931.437500 Penalty: 4168.174316
	Iteration 72Q: 3 clusters Score -472931.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -472932.343750 Penalty: 4168.174316
	Iteration 73Q: 3 clusters Score -472932.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -472936.062500 Penalty: 4168.174316
	Iteration 74Q: 3 clusters Score -472936.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -472940.437500 Penalty: 4168.174316
	Iteration 75Q: 3 clusters Score -472940.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -472945.937500 Penalty: 4168.174316
	Iteration 76Q: 3 clusters Score -472945.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -472953.718750 Penalty: 4168.174316
	Iteration 77Q: 3 clusters Score -472953.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -472959.937500 Penalty: 4168.174316
	Iteration 78Q: 3 clusters Score -472959.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -472968.500000 Penalty: 4168.174316
	Iteration 79Q: 3 clusters Score -472968.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -472973.500000 Penalty: 4168.174316
	Iteration 80F: 3 clusters Score -472973.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -472975.125000 Penalty: 4168.174316
	Iteration 81Q: 3 clusters Score -472975.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -472976.562500 Penalty: 4168.174316
	Iteration 82Q: 3 clusters Score -472976.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -472978.468750 Penalty: 4168.174316
	Iteration 83Q: 3 clusters Score -472978.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -472979.250000 Penalty: 4168.174316
	Iteration 84Q: 3 clusters Score -472979.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -472979.250000 Penalty: 4168.174316
	Iteration 85F: 3 clusters Score -472979.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -76533.656250 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -76533.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -74809.445312 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -74809.45 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -75155.718750 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -75155.72 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -75261.953125 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -75261.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -75304.093750 Penalty: 3312.457520
	Iteration 3Q: 3 clusters Score -75304.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -75327.140625 Penalty: 3312.457520
	Iteration 4Q: 3 clusters Score -75327.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -75350.289062 Penalty: 3312.457520
	Iteration 5Q: 3 clusters Score -75350.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -75374.875000 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -75374.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -75389.789062 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -75389.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -75409.171875 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -75409.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -75424.960938 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -75424.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -75437.109375 Penalty: 3312.457520
	Iteration 10Q: 3 clusters Score -75437.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -75460.085938 Penalty: 3312.457520
	Iteration 11Q: 3 clusters Score -75460.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -75503.671875 Penalty: 3312.457520
	Iteration 12Q: 3 clusters Score -75503.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -75539.664062 Penalty: 3312.457520
	Iteration 13Q: 3 clusters Score -75539.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -75577.382812 Penalty: 3312.457520
	Iteration 14Q: 3 clusters Score -75577.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -75614.187500 Penalty: 3312.457520
	Iteration 15Q: 3 clusters Score -75614.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -75662.117188 Penalty: 3312.457520
	Iteration 16Q: 3 clusters Score -75662.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -75727.671875 Penalty: 3312.457520
	Iteration 17Q: 3 clusters Score -75727.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -75839.031250 Penalty: 3312.457520
	Iteration 18Q: 3 clusters Score -75839.03 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -75987.507812 Penalty: 3312.457520
	Iteration 19Q: 3 clusters Score -75987.51 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -76397.007812 Penalty: 3312.457520
	Iteration 20F: 3 clusters Score -76397.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -76464.898438 Penalty: 3312.457520
	Iteration 21Q: 3 clusters Score -76464.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -76481.203125 Penalty: 3312.457520
	Iteration 22Q: 3 clusters Score -76481.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -76493.953125 Penalty: 3312.457520
	Iteration 23Q: 3 clusters Score -76493.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -76503.320312 Penalty: 3312.457520
	Iteration 24Q: 3 clusters Score -76503.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -76507.921875 Penalty: 3312.457520
	Iteration 25Q: 3 clusters Score -76507.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -76511.398438 Penalty: 3312.457520
	Iteration 26Q: 3 clusters Score -76511.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -76516.328125 Penalty: 3312.457520
	Iteration 27Q: 3 clusters Score -76516.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -76517.117188 Penalty: 3312.457520
	Iteration 28Q: 3 clusters Score -76517.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -76518.992188 Penalty: 3312.457520
	Iteration 29Q: 3 clusters Score -76518.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -76532.445312 Penalty: 3312.457520
	Iteration 30Q: 3 clusters Score -76532.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -76544.390625 Penalty: 3312.457520
	Iteration 31Q: 3 clusters Score -76544.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -76547.148438 Penalty: 3312.457520
	Iteration 32Q: 3 clusters Score -76547.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -76547.148438 Penalty: 3312.457520
	Iteration 33F: 3 clusters Score -76547.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14134 members 
Mstep: Class 3 contains 8887 members 
Mstep: Class 4 contains 2887 members 
Mstep: Class 5 contains 9619 members 
Mstep: Class 6 contains 24617 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14176 members 
Mstep: Class 9 contains 5167 members 
Mstep: Class 10 contains 9808 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 16105 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11292 members 
Mstep: Class 16 contains 89835 members 
Mstep: Class 17 contains 3304 members 
Mstep: Class 18 contains 8401 members 
Mstep: Class 19 contains 10380 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6766 members 
Mstep: Class 23 contains 55972 members 
Mstep: Class 24 contains 2712 members 
Mstep: Class 25 contains 8994 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32338 members 
Mstep: Class 28 contains 27729 members 
Mstep: Class 29 contains 14398 members 
Mstep: Class 30 contains 13644 members 
Mstep: Class 31 contains 10444 members 
Mstep: Class 32 contains 13436 members 
Mstep: Class 33 contains 17194 members 
Mstep: Class 34 contains 11320 members 
Mstep: Class 35 contains 11478 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 28029 members 
Mstep: Class 39 contains 5195 members 
Mstep: Class 40 contains 12410 members 
Mstep: Class 41 contains 19814 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11232 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15019 members 
Mstep: Class 47 contains 19905 members 
Mstep: Class 48 contains 4463 members 
Mstep: Class 49 contains 569 members 
Mstep: Class 50 contains 5793 members 
Mstep: Class 51 contains 26432 members 
Mstep: Class 52 contains 16898 members 
Mstep: Class 53 contains 710 members 
Mstep: Class 54 contains 226 members 
Entering Unmasked Estep 
Score: -64772580.000000 Penalty: 179211.343750
Splitting cluster 49 changes total score from -64774180.000000 to -64772580.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (5793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Entering Unmasked Estep 
Score: -619872.562500 Penalty: 2148.772705
	Iteration 0F: 2 clusters Score -619872.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -614868.000000 Penalty: 4297.545410
	Iteration 0F: 3 clusters Score -614868 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -616179.250000 Penalty: 4297.545410
	Iteration 1F: 3 clusters Score -616179.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -616401.000000 Penalty: 4297.545410
	Iteration 2F: 3 clusters Score -616401 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -616566.312500 Penalty: 4297.545410
	Iteration 3Q: 3 clusters Score -616566.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -616701.812500 Penalty: 4297.545410
	Iteration 4Q: 3 clusters Score -616701.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -616808.562500 Penalty: 4297.545410
	Iteration 5Q: 3 clusters Score -616808.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -616919.437500 Penalty: 4297.545410
	Iteration 6Q: 3 clusters Score -616919.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -617062.375000 Penalty: 4297.545410
	Iteration 7Q: 3 clusters Score -617062.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -617251.312500 Penalty: 4297.545410
	Iteration 8Q: 3 clusters Score -617251.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -617631.062500 Penalty: 4297.545410
	Iteration 9Q: 3 clusters Score -617631.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -618330.312500 Penalty: 4297.545410
	Iteration 10F: 3 clusters Score -618330.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -619409.875000 Penalty: 4297.545410
	Iteration 11F: 3 clusters Score -619409.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -620417.437500 Penalty: 4297.545410
	Iteration 12F: 3 clusters Score -620417.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -620833.250000 Penalty: 4297.545410
	Iteration 13Q: 3 clusters Score -620833.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -620935.062500 Penalty: 4297.545410
	Iteration 14Q: 3 clusters Score -620935.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -620964.500000 Penalty: 4297.545410
	Iteration 15Q: 3 clusters Score -620964.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -620976.687500 Penalty: 4297.545410
	Iteration 16Q: 3 clusters Score -620976.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -620980.312500 Penalty: 4297.545410
	Iteration 17Q: 3 clusters Score -620980.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -620984.187500 Penalty: 4297.545410
	Iteration 18Q: 3 clusters Score -620984.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -620986.375000 Penalty: 4297.545410
	Iteration 19Q: 3 clusters Score -620986.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -620988.062500 Penalty: 4297.545410
	Iteration 20F: 3 clusters Score -620988.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14134 members 
Mstep: Class 3 contains 8887 members 
Mstep: Class 4 contains 2887 members 
Mstep: Class 5 contains 9619 members 
Mstep: Class 6 contains 24617 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14176 members 
Mstep: Class 9 contains 5167 members 
Mstep: Class 10 contains 9808 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 16105 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11292 members 
Mstep: Class 16 contains 89835 members 
Mstep: Class 17 contains 3304 members 
Mstep: Class 18 contains 8401 members 
Mstep: Class 19 contains 10380 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6766 members 
Mstep: Class 23 contains 55972 members 
Mstep: Class 24 contains 2712 members 
Mstep: Class 25 contains 8994 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32338 members 
Mstep: Class 28 contains 27729 members 
Mstep: Class 29 contains 14398 members 
Mstep: Class 30 contains 13644 members 
Mstep: Class 31 contains 10444 members 
Mstep: Class 32 contains 13436 members 
Mstep: Class 33 contains 17194 members 
Mstep: Class 34 contains 11320 members 
Mstep: Class 35 contains 11478 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 28029 members 
Mstep: Class 39 contains 5195 members 
Mstep: Class 40 contains 12410 members 
Mstep: Class 41 contains 19814 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11232 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15019 members 
Mstep: Class 47 contains 19905 members 
Mstep: Class 48 contains 4463 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 3761 members 
Mstep: Class 51 contains 26432 members 
Mstep: Class 52 contains 16898 members 
Mstep: Class 53 contains 710 members 
Mstep: Class 54 contains 2032 members 
Entering Unmasked Estep 
Score: -64774144.000000 Penalty: 179211.343750
Splitting cluster 50 changes total score from -64774180.000000 to -64774144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (26432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Entering Unmasked Estep 
Score: -2903287.000000 Penalty: 2525.218018
	Iteration 0F: 2 clusters Score -2903287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2885185.250000 Penalty: 5050.436035
	Iteration 0F: 3 clusters Score -2885185 nChanged 11781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -2891443.750000 Penalty: 5050.436035
	Iteration 1F: 3 clusters Score -2891444 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -2891839.250000 Penalty: 5050.436035
	Iteration 2Q: 3 clusters Score -2891839 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2892138.500000 Penalty: 5050.436035
	Iteration 3Q: 3 clusters Score -2892138 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2892410.000000 Penalty: 5050.436035
	Iteration 4Q: 3 clusters Score -2892410 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2892652.750000 Penalty: 5050.436035
	Iteration 5Q: 3 clusters Score -2892653 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2892862.750000 Penalty: 5050.436035
	Iteration 6Q: 3 clusters Score -2892863 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2893064.750000 Penalty: 5050.436035
	Iteration 7Q: 3 clusters Score -2893065 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2893237.250000 Penalty: 5050.436035
	Iteration 8Q: 3 clusters Score -2893237 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2893407.750000 Penalty: 5050.436035
	Iteration 9Q: 3 clusters Score -2893408 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2893561.750000 Penalty: 5050.436035
	Iteration 10Q: 3 clusters Score -2893562 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2893734.500000 Penalty: 5050.436035
	Iteration 11Q: 3 clusters Score -2893734 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2893951.500000 Penalty: 5050.436035
	Iteration 12Q: 3 clusters Score -2893952 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2894214.250000 Penalty: 5050.436035
	Iteration 13Q: 3 clusters Score -2894214 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2894527.250000 Penalty: 5050.436035
	Iteration 14Q: 3 clusters Score -2894527 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -2894902.750000 Penalty: 5050.436035
	Iteration 15Q: 3 clusters Score -2894903 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2895401.000000 Penalty: 5050.436035
	Iteration 16Q: 3 clusters Score -2895401 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -2896063.250000 Penalty: 5050.436035
	Iteration 17Q: 3 clusters Score -2896063 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2896875.250000 Penalty: 5050.436035
	Iteration 18F: 3 clusters Score -2896875 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2897741.250000 Penalty: 5050.436035
	Iteration 19Q: 3 clusters Score -2897741 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2898663.000000 Penalty: 5050.436035
	Iteration 20F: 3 clusters Score -2898663 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2899469.000000 Penalty: 5050.436035
	Iteration 21Q: 3 clusters Score -2899469 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2900071.000000 Penalty: 5050.436035
	Iteration 22Q: 3 clusters Score -2900071 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2900421.250000 Penalty: 5050.436035
	Iteration 23Q: 3 clusters Score -2900421 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2900684.000000 Penalty: 5050.436035
	Iteration 24Q: 3 clusters Score -2900684 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2900850.000000 Penalty: 5050.436035
	Iteration 25Q: 3 clusters Score -2900850 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2900924.500000 Penalty: 5050.436035
	Iteration 26Q: 3 clusters Score -2900924 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2900986.500000 Penalty: 5050.436035
	Iteration 27Q: 3 clusters Score -2900986 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2901022.750000 Penalty: 5050.436035
	Iteration 28Q: 3 clusters Score -2901023 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2901039.750000 Penalty: 5050.436035
	Iteration 29Q: 3 clusters Score -2901040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2901044.500000 Penalty: 5050.436035
	Iteration 30Q: 3 clusters Score -2901044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2901055.000000 Penalty: 5050.436035
	Iteration 31Q: 3 clusters Score -2901055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2901055.500000 Penalty: 5050.436035
	Iteration 32Q: 3 clusters Score -2901056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2901057.500000 Penalty: 5050.436035
	Iteration 33Q: 3 clusters Score -2901058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2901058.250000 Penalty: 5050.436035
	Iteration 34Q: 3 clusters Score -2901058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2901060.250000 Penalty: 5050.436035
	Iteration 35Q: 3 clusters Score -2901060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2901061.750000 Penalty: 5050.436035
	Iteration 36Q: 3 clusters Score -2901062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2901068.250000 Penalty: 5050.436035
	Iteration 37Q: 3 clusters Score -2901068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2901074.000000 Penalty: 5050.436035
	Iteration 38Q: 3 clusters Score -2901074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2901074.000000 Penalty: 5050.436035
	Iteration 39F: 3 clusters Score -2901074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (16898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Entering Unmasked Estep 
Score: -1834841.875000 Penalty: 2414.267822
	Iteration 0F: 2 clusters Score -1834842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1822711.875000 Penalty: 4828.535645
	Iteration 0F: 3 clusters Score -1822712 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1826747.500000 Penalty: 4828.535645
	Iteration 1F: 3 clusters Score -1826748 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1827267.125000 Penalty: 4828.535645
	Iteration 2F: 3 clusters Score -1827267 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1827773.000000 Penalty: 4828.535645
	Iteration 3F: 3 clusters Score -1827773 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1828330.125000 Penalty: 4828.535645
	Iteration 4F: 3 clusters Score -1828330 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1829042.750000 Penalty: 4828.535645
	Iteration 5F: 3 clusters Score -1829043 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1829855.000000 Penalty: 4828.535645
	Iteration 6F: 3 clusters Score -1829855 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1830768.000000 Penalty: 4828.535645
	Iteration 7F: 3 clusters Score -1830768 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -1831624.875000 Penalty: 4828.535645
	Iteration 8Q: 3 clusters Score -1831625 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1832289.625000 Penalty: 4828.535645
	Iteration 9Q: 3 clusters Score -1832290 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1832702.500000 Penalty: 4828.535645
	Iteration 10Q: 3 clusters Score -1832702 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1832866.500000 Penalty: 4828.535645
	Iteration 11Q: 3 clusters Score -1832866 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1832953.250000 Penalty: 4828.535645
	Iteration 12Q: 3 clusters Score -1832953 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -1833010.250000 Penalty: 4828.535645
	Iteration 13Q: 3 clusters Score -1833010 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -1833047.250000 Penalty: 4828.535645
	Iteration 14Q: 3 clusters Score -1833047 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -1833071.125000 Penalty: 4828.535645
	Iteration 15Q: 3 clusters Score -1833071 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1833084.500000 Penalty: 4828.535645
	Iteration 16Q: 3 clusters Score -1833084 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1833096.250000 Penalty: 4828.535645
	Iteration 17Q: 3 clusters Score -1833096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1833103.125000 Penalty: 4828.535645
	Iteration 18Q: 3 clusters Score -1833103 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -1833108.500000 Penalty: 4828.535645
	Iteration 19Q: 3 clusters Score -1833108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1833116.125000 Penalty: 4828.535645
	Iteration 20F: 3 clusters Score -1833116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1833122.125000 Penalty: 4828.535645
	Iteration 21Q: 3 clusters Score -1833122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -1833121.875000 Penalty: 4828.535645
	Iteration 22Q: 3 clusters Score -1833122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1833120.625000 Penalty: 4828.535645
	Iteration 23Q: 3 clusters Score -1833121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -1833122.875000 Penalty: 4828.535645
	Iteration 24Q: 3 clusters Score -1833123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1833121.750000 Penalty: 4828.535645
	Iteration 25Q: 3 clusters Score -1833122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1833124.875000 Penalty: 4828.535645
	Iteration 26Q: 3 clusters Score -1833125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1833124.500000 Penalty: 4828.535645
	Iteration 27Q: 3 clusters Score -1833124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1833124.000000 Penalty: 4828.535645
	Iteration 28Q: 3 clusters Score -1833124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1833128.125000 Penalty: 4828.535645
	Iteration 29Q: 3 clusters Score -1833128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1833130.000000 Penalty: 4828.535645
	Iteration 30Q: 3 clusters Score -1833130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1833132.250000 Penalty: 4828.535645
	Iteration 31Q: 3 clusters Score -1833132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1833135.000000 Penalty: 4828.535645
	Iteration 32Q: 3 clusters Score -1833135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1833132.500000 Penalty: 4828.535645
	Iteration 33Q: 3 clusters Score -1833132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1833132.875000 Penalty: 4828.535645
	Iteration 34Q: 3 clusters Score -1833133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1833132.875000 Penalty: 4828.535645
	Iteration 35F: 3 clusters Score -1833133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -69635.414062 Penalty: 1628.185791
	Iteration 0F: 2 clusters Score -69635.41 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 353 members 
Entering Unmasked Estep 
Score: -67952.398438 Penalty: 3256.371582
	Iteration 0F: 3 clusters Score -67952.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -68168.359375 Penalty: 3256.371582
	Iteration 1F: 3 clusters Score -68168.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -68290.125000 Penalty: 3256.371582
	Iteration 2F: 3 clusters Score -68290.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -68334.781250 Penalty: 3256.371582
	Iteration 3Q: 3 clusters Score -68334.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -68355.515625 Penalty: 3256.371582
	Iteration 4Q: 3 clusters Score -68355.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -68364.484375 Penalty: 3256.371582
	Iteration 5Q: 3 clusters Score -68364.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -68372.656250 Penalty: 3256.371582
	Iteration 6Q: 3 clusters Score -68372.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -68391.921875 Penalty: 3256.371582
	Iteration 7Q: 3 clusters Score -68391.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -68410.015625 Penalty: 3256.371582
	Iteration 8Q: 3 clusters Score -68410.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -68427.054688 Penalty: 3256.371582
	Iteration 9Q: 3 clusters Score -68427.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -68433.375000 Penalty: 3256.371582
	Iteration 10Q: 3 clusters Score -68433.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -68438.781250 Penalty: 3256.371582
	Iteration 11Q: 3 clusters Score -68438.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -68439.593750 Penalty: 3256.371582
	Iteration 12Q: 3 clusters Score -68439.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -68439.593750 Penalty: 3256.371582
	Iteration 13F: 3 clusters Score -68439.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14134 members 
Mstep: Class 3 contains 8887 members 
Mstep: Class 4 contains 2887 members 
Mstep: Class 5 contains 9619 members 
Mstep: Class 6 contains 24617 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14176 members 
Mstep: Class 9 contains 5167 members 
Mstep: Class 10 contains 9808 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 16105 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11292 members 
Mstep: Class 16 contains 89835 members 
Mstep: Class 17 contains 3304 members 
Mstep: Class 18 contains 8401 members 
Mstep: Class 19 contains 10380 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6766 members 
Mstep: Class 23 contains 55972 members 
Mstep: Class 24 contains 2712 members 
Mstep: Class 25 contains 8994 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32338 members 
Mstep: Class 28 contains 27729 members 
Mstep: Class 29 contains 14398 members 
Mstep: Class 30 contains 13644 members 
Mstep: Class 31 contains 10444 members 
Mstep: Class 32 contains 13436 members 
Mstep: Class 33 contains 17194 members 
Mstep: Class 34 contains 11320 members 
Mstep: Class 35 contains 11478 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 28029 members 
Mstep: Class 39 contains 5195 members 
Mstep: Class 40 contains 12410 members 
Mstep: Class 41 contains 19814 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11232 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15019 members 
Mstep: Class 47 contains 19905 members 
Mstep: Class 48 contains 4463 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5793 members 
Mstep: Class 51 contains 26432 members 
Mstep: Class 52 contains 16898 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774228.000000 Penalty: 175892.625000
Iteration 199Q: 54 clusters Score -6.477423e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14133 members 
Mstep: Class 3 contains 8885 members 
Mstep: Class 4 contains 2887 members 
Mstep: Class 5 contains 9619 members 
Mstep: Class 6 contains 24610 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14177 members 
Mstep: Class 9 contains 5167 members 
Mstep: Class 10 contains 9806 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 16098 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11292 members 
Mstep: Class 16 contains 89835 members 
Mstep: Class 17 contains 3304 members 
Mstep: Class 18 contains 8401 members 
Mstep: Class 19 contains 10380 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6765 members 
Mstep: Class 23 contains 55961 members 
Mstep: Class 24 contains 2710 members 
Mstep: Class 25 contains 8997 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32314 members 
Mstep: Class 28 contains 27737 members 
Mstep: Class 29 contains 14402 members 
Mstep: Class 30 contains 13652 members 
Mstep: Class 31 contains 10445 members 
Mstep: Class 32 contains 13436 members 
Mstep: Class 33 contains 17196 members 
Mstep: Class 34 contains 11320 members 
Mstep: Class 35 contains 11478 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 28018 members 
Mstep: Class 39 contains 5193 members 
Mstep: Class 40 contains 12409 members 
Mstep: Class 41 contains 19813 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11233 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15017 members 
Mstep: Class 47 contains 19907 members 
Mstep: Class 48 contains 4463 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5793 members 
Mstep: Class 51 contains 26476 members 
Mstep: Class 52 contains 16898 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774272.000000 Penalty: 175892.625000
Iteration 200F: 54 clusters Score -6.477427e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14133 members 
Mstep: Class 3 contains 8886 members 
Mstep: Class 4 contains 2887 members 
Mstep: Class 5 contains 9619 members 
Mstep: Class 6 contains 24603 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14179 members 
Mstep: Class 9 contains 5166 members 
Mstep: Class 10 contains 9806 members 
Mstep: Class 11 contains 5180 members 
Mstep: Class 12 contains 16091 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11293 members 
Mstep: Class 16 contains 89834 members 
Mstep: Class 17 contains 3305 members 
Mstep: Class 18 contains 8401 members 
Mstep: Class 19 contains 10380 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6764 members 
Mstep: Class 23 contains 55955 members 
Mstep: Class 24 contains 2708 members 
Mstep: Class 25 contains 8996 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32287 members 
Mstep: Class 28 contains 27740 members 
Mstep: Class 29 contains 14401 members 
Mstep: Class 30 contains 13653 members 
Mstep: Class 31 contains 10445 members 
Mstep: Class 32 contains 13436 members 
Mstep: Class 33 contains 17202 members 
Mstep: Class 34 contains 11321 members 
Mstep: Class 35 contains 11480 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 28008 members 
Mstep: Class 39 contains 5194 members 
Mstep: Class 40 contains 12408 members 
Mstep: Class 41 contains 19815 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11234 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15017 members 
Mstep: Class 47 contains 19906 members 
Mstep: Class 48 contains 4463 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5792 members 
Mstep: Class 51 contains 26518 members 
Mstep: Class 52 contains 16900 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774340.000000 Penalty: 175892.625000
Iteration 201Q: 54 clusters Score -6.477434e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14131 members 
Mstep: Class 3 contains 8888 members 
Mstep: Class 4 contains 2887 members 
Mstep: Class 5 contains 9619 members 
Mstep: Class 6 contains 24598 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14179 members 
Mstep: Class 9 contains 5167 members 
Mstep: Class 10 contains 9807 members 
Mstep: Class 11 contains 5180 members 
Mstep: Class 12 contains 16086 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11296 members 
Mstep: Class 16 contains 89832 members 
Mstep: Class 17 contains 3305 members 
Mstep: Class 18 contains 8401 members 
Mstep: Class 19 contains 10380 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6764 members 
Mstep: Class 23 contains 55953 members 
Mstep: Class 24 contains 2704 members 
Mstep: Class 25 contains 8998 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32265 members 
Mstep: Class 28 contains 27744 members 
Mstep: Class 29 contains 14401 members 
Mstep: Class 30 contains 13655 members 
Mstep: Class 31 contains 10445 members 
Mstep: Class 32 contains 13436 members 
Mstep: Class 33 contains 17203 members 
Mstep: Class 34 contains 11321 members 
Mstep: Class 35 contains 11484 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 27998 members 
Mstep: Class 39 contains 5195 members 
Mstep: Class 40 contains 12407 members 
Mstep: Class 41 contains 19814 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11233 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15016 members 
Mstep: Class 47 contains 19905 members 
Mstep: Class 48 contains 4463 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5792 members 
Mstep: Class 51 contains 26553 members 
Mstep: Class 52 contains 16901 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774324.000000 Penalty: 175892.625000
Iteration 202Q: 54 clusters Score -6.477432e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14127 members 
Mstep: Class 3 contains 8885 members 
Mstep: Class 4 contains 2887 members 
Mstep: Class 5 contains 9619 members 
Mstep: Class 6 contains 24590 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14179 members 
Mstep: Class 9 contains 5168 members 
Mstep: Class 10 contains 9807 members 
Mstep: Class 11 contains 5182 members 
Mstep: Class 12 contains 16080 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11299 members 
Mstep: Class 16 contains 89832 members 
Mstep: Class 17 contains 3305 members 
Mstep: Class 18 contains 8401 members 
Mstep: Class 19 contains 10380 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6765 members 
Mstep: Class 23 contains 55949 members 
Mstep: Class 24 contains 2706 members 
Mstep: Class 25 contains 8998 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32246 members 
Mstep: Class 28 contains 27743 members 
Mstep: Class 29 contains 14402 members 
Mstep: Class 30 contains 13654 members 
Mstep: Class 31 contains 10446 members 
Mstep: Class 32 contains 13436 members 
Mstep: Class 33 contains 17204 members 
Mstep: Class 34 contains 11321 members 
Mstep: Class 35 contains 11489 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 27991 members 
Mstep: Class 39 contains 5195 members 
Mstep: Class 40 contains 12407 members 
Mstep: Class 41 contains 19814 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11233 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15016 members 
Mstep: Class 47 contains 19906 members 
Mstep: Class 48 contains 4463 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5792 members 
Mstep: Class 51 contains 26588 members 
Mstep: Class 52 contains 16901 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774224.000000 Penalty: 175892.625000
Iteration 203Q: 54 clusters Score -6.477422e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 8888 members 
Mstep: Class 4 contains 2887 members 
Mstep: Class 5 contains 9619 members 
Mstep: Class 6 contains 24585 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14180 members 
Mstep: Class 9 contains 5169 members 
Mstep: Class 10 contains 9807 members 
Mstep: Class 11 contains 5182 members 
Mstep: Class 12 contains 16073 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11301 members 
Mstep: Class 16 contains 89831 members 
Mstep: Class 17 contains 3305 members 
Mstep: Class 18 contains 8401 members 
Mstep: Class 19 contains 10380 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6766 members 
Mstep: Class 23 contains 55940 members 
Mstep: Class 24 contains 2707 members 
Mstep: Class 25 contains 8996 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32235 members 
Mstep: Class 28 contains 27743 members 
Mstep: Class 29 contains 14405 members 
Mstep: Class 30 contains 13655 members 
Mstep: Class 31 contains 10446 members 
Mstep: Class 32 contains 13435 members 
Mstep: Class 33 contains 17207 members 
Mstep: Class 34 contains 11320 members 
Mstep: Class 35 contains 11494 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 27981 members 
Mstep: Class 39 contains 5196 members 
Mstep: Class 40 contains 12406 members 
Mstep: Class 41 contains 19813 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11232 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15017 members 
Mstep: Class 47 contains 19908 members 
Mstep: Class 48 contains 4463 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5792 members 
Mstep: Class 51 contains 26615 members 
Mstep: Class 52 contains 16900 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774320.000000 Penalty: 175892.625000
Iteration 204Q: 54 clusters Score -6.477432e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14123 members 
Mstep: Class 3 contains 8889 members 
Mstep: Class 4 contains 2887 members 
Mstep: Class 5 contains 9619 members 
Mstep: Class 6 contains 24581 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14181 members 
Mstep: Class 9 contains 5169 members 
Mstep: Class 10 contains 9809 members 
Mstep: Class 11 contains 5183 members 
Mstep: Class 12 contains 16066 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11305 members 
Mstep: Class 16 contains 89831 members 
Mstep: Class 17 contains 3305 members 
Mstep: Class 18 contains 8400 members 
Mstep: Class 19 contains 10379 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6767 members 
Mstep: Class 23 contains 55936 members 
Mstep: Class 24 contains 2708 members 
Mstep: Class 25 contains 8994 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32225 members 
Mstep: Class 28 contains 27743 members 
Mstep: Class 29 contains 14407 members 
Mstep: Class 30 contains 13656 members 
Mstep: Class 31 contains 10444 members 
Mstep: Class 32 contains 13435 members 
Mstep: Class 33 contains 17211 members 
Mstep: Class 34 contains 11319 members 
Mstep: Class 35 contains 11496 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 27975 members 
Mstep: Class 39 contains 5196 members 
Mstep: Class 40 contains 12405 members 
Mstep: Class 41 contains 19812 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11231 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15019 members 
Mstep: Class 47 contains 19909 members 
Mstep: Class 48 contains 4463 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5792 members 
Mstep: Class 51 contains 26637 members 
Mstep: Class 52 contains 16899 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774168.000000 Penalty: 175892.625000
Iteration 205Q: 54 clusters Score -6.477417e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14120 members 
Mstep: Class 3 contains 8890 members 
Mstep: Class 4 contains 2887 members 
Mstep: Class 5 contains 9619 members 
Mstep: Class 6 contains 24576 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14181 members 
Mstep: Class 9 contains 5169 members 
Mstep: Class 10 contains 9813 members 
Mstep: Class 11 contains 5185 members 
Mstep: Class 12 contains 16065 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11307 members 
Mstep: Class 16 contains 89831 members 
Mstep: Class 17 contains 3305 members 
Mstep: Class 18 contains 8400 members 
Mstep: Class 19 contains 10380 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6767 members 
Mstep: Class 23 contains 55937 members 
Mstep: Class 24 contains 2708 members 
Mstep: Class 25 contains 8993 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32214 members 
Mstep: Class 28 contains 27746 members 
Mstep: Class 29 contains 14412 members 
Mstep: Class 30 contains 13655 members 
Mstep: Class 31 contains 10443 members 
Mstep: Class 32 contains 13434 members 
Mstep: Class 33 contains 17214 members 
Mstep: Class 34 contains 11317 members 
Mstep: Class 35 contains 11497 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 27971 members 
Mstep: Class 39 contains 5193 members 
Mstep: Class 40 contains 12403 members 
Mstep: Class 41 contains 19809 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11231 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15019 members 
Mstep: Class 47 contains 19911 members 
Mstep: Class 48 contains 4463 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5792 members 
Mstep: Class 51 contains 26652 members 
Mstep: Class 52 contains 16897 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774244.000000 Penalty: 175892.625000
Iteration 206Q: 54 clusters Score -6.477424e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14114 members 
Mstep: Class 3 contains 8889 members 
Mstep: Class 4 contains 2886 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 24573 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14181 members 
Mstep: Class 9 contains 5169 members 
Mstep: Class 10 contains 9814 members 
Mstep: Class 11 contains 5190 members 
Mstep: Class 12 contains 16060 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11313 members 
Mstep: Class 16 contains 89830 members 
Mstep: Class 17 contains 3306 members 
Mstep: Class 18 contains 8401 members 
Mstep: Class 19 contains 10381 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6767 members 
Mstep: Class 23 contains 55933 members 
Mstep: Class 24 contains 2708 members 
Mstep: Class 25 contains 8991 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32209 members 
Mstep: Class 28 contains 27751 members 
Mstep: Class 29 contains 14415 members 
Mstep: Class 30 contains 13658 members 
Mstep: Class 31 contains 10443 members 
Mstep: Class 32 contains 13431 members 
Mstep: Class 33 contains 17214 members 
Mstep: Class 34 contains 11315 members 
Mstep: Class 35 contains 11498 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 27966 members 
Mstep: Class 39 contains 5191 members 
Mstep: Class 40 contains 12401 members 
Mstep: Class 41 contains 19810 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11231 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15019 members 
Mstep: Class 47 contains 19914 members 
Mstep: Class 48 contains 4463 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5792 members 
Mstep: Class 51 contains 26664 members 
Mstep: Class 52 contains 16895 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774184.000000 Penalty: 175892.625000
Iteration 207Q: 54 clusters Score -6.477418e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14109 members 
Mstep: Class 3 contains 8889 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 24573 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14182 members 
Mstep: Class 9 contains 5169 members 
Mstep: Class 10 contains 9815 members 
Mstep: Class 11 contains 5193 members 
Mstep: Class 12 contains 16059 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11317 members 
Mstep: Class 16 contains 89830 members 
Mstep: Class 17 contains 3306 members 
Mstep: Class 18 contains 8402 members 
Mstep: Class 19 contains 10382 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6767 members 
Mstep: Class 23 contains 55925 members 
Mstep: Class 24 contains 2708 members 
Mstep: Class 25 contains 8991 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32207 members 
Mstep: Class 28 contains 27752 members 
Mstep: Class 29 contains 14420 members 
Mstep: Class 30 contains 13660 members 
Mstep: Class 31 contains 10442 members 
Mstep: Class 32 contains 13429 members 
Mstep: Class 33 contains 17212 members 
Mstep: Class 34 contains 11312 members 
Mstep: Class 35 contains 11499 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 27963 members 
Mstep: Class 39 contains 5189 members 
Mstep: Class 40 contains 12402 members 
Mstep: Class 41 contains 19809 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11232 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15019 members 
Mstep: Class 47 contains 19918 members 
Mstep: Class 48 contains 4463 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5792 members 
Mstep: Class 51 contains 26669 members 
Mstep: Class 52 contains 16895 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774168.000000 Penalty: 175892.625000
Iteration 208Q: 54 clusters Score -6.477417e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14107 members 
Mstep: Class 3 contains 8890 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 24570 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14183 members 
Mstep: Class 9 contains 5169 members 
Mstep: Class 10 contains 9816 members 
Mstep: Class 11 contains 5194 members 
Mstep: Class 12 contains 16054 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11318 members 
Mstep: Class 16 contains 89828 members 
Mstep: Class 17 contains 3306 members 
Mstep: Class 18 contains 8402 members 
Mstep: Class 19 contains 10386 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6767 members 
Mstep: Class 23 contains 55920 members 
Mstep: Class 24 contains 2707 members 
Mstep: Class 25 contains 8985 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32201 members 
Mstep: Class 28 contains 27755 members 
Mstep: Class 29 contains 14428 members 
Mstep: Class 30 contains 13661 members 
Mstep: Class 31 contains 10440 members 
Mstep: Class 32 contains 13428 members 
Mstep: Class 33 contains 17217 members 
Mstep: Class 34 contains 11310 members 
Mstep: Class 35 contains 11498 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 27961 members 
Mstep: Class 39 contains 5187 members 
Mstep: Class 40 contains 12402 members 
Mstep: Class 41 contains 19808 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11232 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15019 members 
Mstep: Class 47 contains 19921 members 
Mstep: Class 48 contains 4463 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5792 members 
Mstep: Class 51 contains 26680 members 
Mstep: Class 52 contains 16895 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774260.000000 Penalty: 175892.625000
Iteration 209Q: 54 clusters Score -6.477426e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14103 members 
Mstep: Class 3 contains 8890 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 24568 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14183 members 
Mstep: Class 9 contains 5169 members 
Mstep: Class 10 contains 9818 members 
Mstep: Class 11 contains 5194 members 
Mstep: Class 12 contains 16052 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11319 members 
Mstep: Class 16 contains 89828 members 
Mstep: Class 17 contains 3306 members 
Mstep: Class 18 contains 8402 members 
Mstep: Class 19 contains 10389 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6767 members 
Mstep: Class 23 contains 55919 members 
Mstep: Class 24 contains 2707 members 
Mstep: Class 25 contains 8983 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32192 members 
Mstep: Class 28 contains 27758 members 
Mstep: Class 29 contains 14431 members 
Mstep: Class 30 contains 13663 members 
Mstep: Class 31 contains 10440 members 
Mstep: Class 32 contains 13429 members 
Mstep: Class 33 contains 17216 members 
Mstep: Class 34 contains 11308 members 
Mstep: Class 35 contains 11498 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 27958 members 
Mstep: Class 39 contains 5184 members 
Mstep: Class 40 contains 12402 members 
Mstep: Class 41 contains 19808 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11232 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15019 members 
Mstep: Class 47 contains 19926 members 
Mstep: Class 48 contains 4462 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5792 members 
Mstep: Class 51 contains 26690 members 
Mstep: Class 52 contains 16895 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774252.000000 Penalty: 175892.625000
Iteration 210Q: 54 clusters Score -6.477425e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14102 members 
Mstep: Class 3 contains 8890 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 24567 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14183 members 
Mstep: Class 9 contains 5169 members 
Mstep: Class 10 contains 9818 members 
Mstep: Class 11 contains 5195 members 
Mstep: Class 12 contains 16049 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11321 members 
Mstep: Class 16 contains 89827 members 
Mstep: Class 17 contains 3306 members 
Mstep: Class 18 contains 8402 members 
Mstep: Class 19 contains 10391 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6767 members 
Mstep: Class 23 contains 55919 members 
Mstep: Class 24 contains 2707 members 
Mstep: Class 25 contains 8984 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32189 members 
Mstep: Class 28 contains 27760 members 
Mstep: Class 29 contains 14434 members 
Mstep: Class 30 contains 13662 members 
Mstep: Class 31 contains 10438 members 
Mstep: Class 32 contains 13428 members 
Mstep: Class 33 contains 17217 members 
Mstep: Class 34 contains 11306 members 
Mstep: Class 35 contains 11498 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 27957 members 
Mstep: Class 39 contains 5180 members 
Mstep: Class 40 contains 12401 members 
Mstep: Class 41 contains 19808 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11232 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15019 members 
Mstep: Class 47 contains 19933 members 
Mstep: Class 48 contains 4462 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5792 members 
Mstep: Class 51 contains 26692 members 
Mstep: Class 52 contains 16895 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774184.000000 Penalty: 175892.625000
Iteration 211Q: 54 clusters Score -6.477418e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14100 members 
Mstep: Class 3 contains 8891 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 24566 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14183 members 
Mstep: Class 9 contains 5170 members 
Mstep: Class 10 contains 9818 members 
Mstep: Class 11 contains 5195 members 
Mstep: Class 12 contains 16048 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11325 members 
Mstep: Class 16 contains 89826 members 
Mstep: Class 17 contains 3306 members 
Mstep: Class 18 contains 8402 members 
Mstep: Class 19 contains 10392 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6768 members 
Mstep: Class 23 contains 55919 members 
Mstep: Class 24 contains 2707 members 
Mstep: Class 25 contains 8980 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32186 members 
Mstep: Class 28 contains 27758 members 
Mstep: Class 29 contains 14435 members 
Mstep: Class 30 contains 13664 members 
Mstep: Class 31 contains 10438 members 
Mstep: Class 32 contains 13427 members 
Mstep: Class 33 contains 17217 members 
Mstep: Class 34 contains 11304 members 
Mstep: Class 35 contains 11498 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 27957 members 
Mstep: Class 39 contains 5176 members 
Mstep: Class 40 contains 12401 members 
Mstep: Class 41 contains 19808 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11232 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15019 members 
Mstep: Class 47 contains 19937 members 
Mstep: Class 48 contains 4462 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5792 members 
Mstep: Class 51 contains 26695 members 
Mstep: Class 52 contains 16896 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774240.000000 Penalty: 175892.625000
Iteration 212Q: 54 clusters Score -6.477424e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14100 members 
Mstep: Class 3 contains 8891 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 24566 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14184 members 
Mstep: Class 9 contains 5171 members 
Mstep: Class 10 contains 9818 members 
Mstep: Class 11 contains 5195 members 
Mstep: Class 12 contains 16046 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11327 members 
Mstep: Class 16 contains 89826 members 
Mstep: Class 17 contains 3306 members 
Mstep: Class 18 contains 8402 members 
Mstep: Class 19 contains 10393 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6768 members 
Mstep: Class 23 contains 55917 members 
Mstep: Class 24 contains 2707 members 
Mstep: Class 25 contains 8974 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32181 members 
Mstep: Class 28 contains 27758 members 
Mstep: Class 29 contains 14439 members 
Mstep: Class 30 contains 13664 members 
Mstep: Class 31 contains 10438 members 
Mstep: Class 32 contains 13426 members 
Mstep: Class 33 contains 17218 members 
Mstep: Class 34 contains 11303 members 
Mstep: Class 35 contains 11498 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 27956 members 
Mstep: Class 39 contains 5174 members 
Mstep: Class 40 contains 12401 members 
Mstep: Class 41 contains 19810 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11232 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15019 members 
Mstep: Class 47 contains 19940 members 
Mstep: Class 48 contains 4462 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5791 members 
Mstep: Class 51 contains 26702 members 
Mstep: Class 52 contains 16895 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774216.000000 Penalty: 175892.625000
Iteration 213Q: 54 clusters Score -6.477422e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14096 members 
Mstep: Class 3 contains 8891 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 24564 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14184 members 
Mstep: Class 9 contains 5171 members 
Mstep: Class 10 contains 9818 members 
Mstep: Class 11 contains 5195 members 
Mstep: Class 12 contains 16045 members 
Mstep: Class 13 contains 3330 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11334 members 
Mstep: Class 16 contains 89826 members 
Mstep: Class 17 contains 3305 members 
Mstep: Class 18 contains 8402 members 
Mstep: Class 19 contains 10394 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6768 members 
Mstep: Class 23 contains 55919 members 
Mstep: Class 24 contains 2707 members 
Mstep: Class 25 contains 8969 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32179 members 
Mstep: Class 28 contains 27758 members 
Mstep: Class 29 contains 14441 members 
Mstep: Class 30 contains 13664 members 
Mstep: Class 31 contains 10440 members 
Mstep: Class 32 contains 13426 members 
Mstep: Class 33 contains 17217 members 
Mstep: Class 34 contains 11301 members 
Mstep: Class 35 contains 11498 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 27955 members 
Mstep: Class 39 contains 5173 members 
Mstep: Class 40 contains 12401 members 
Mstep: Class 41 contains 19812 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11232 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15019 members 
Mstep: Class 47 contains 19939 members 
Mstep: Class 48 contains 4462 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5791 members 
Mstep: Class 51 contains 26706 members 
Mstep: Class 52 contains 16895 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774248.000000 Penalty: 175892.625000
Iteration 214Q: 54 clusters Score -6.477425e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 8891 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 24561 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14184 members 
Mstep: Class 9 contains 5171 members 
Mstep: Class 10 contains 9818 members 
Mstep: Class 11 contains 5195 members 
Mstep: Class 12 contains 16042 members 
Mstep: Class 13 contains 3332 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 89826 members 
Mstep: Class 17 contains 3306 members 
Mstep: Class 18 contains 8402 members 
Mstep: Class 19 contains 10393 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6769 members 
Mstep: Class 23 contains 55921 members 
Mstep: Class 24 contains 2707 members 
Mstep: Class 25 contains 8964 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32175 members 
Mstep: Class 28 contains 27759 members 
Mstep: Class 29 contains 14443 members 
Mstep: Class 30 contains 13665 members 
Mstep: Class 31 contains 10439 members 
Mstep: Class 32 contains 13424 members 
Mstep: Class 33 contains 17217 members 
Mstep: Class 34 contains 11301 members 
Mstep: Class 35 contains 11497 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 27955 members 
Mstep: Class 39 contains 5173 members 
Mstep: Class 40 contains 12401 members 
Mstep: Class 41 contains 19812 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11232 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15019 members 
Mstep: Class 47 contains 19941 members 
Mstep: Class 48 contains 4462 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5791 members 
Mstep: Class 51 contains 26711 members 
Mstep: Class 52 contains 16895 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774208.000000 Penalty: 175892.625000
Iteration 215Q: 54 clusters Score -6.477421e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14091 members 
Mstep: Class 3 contains 8893 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 24560 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14184 members 
Mstep: Class 9 contains 5171 members 
Mstep: Class 10 contains 9818 members 
Mstep: Class 11 contains 5195 members 
Mstep: Class 12 contains 16040 members 
Mstep: Class 13 contains 3333 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11341 members 
Mstep: Class 16 contains 89826 members 
Mstep: Class 17 contains 3306 members 
Mstep: Class 18 contains 8402 members 
Mstep: Class 19 contains 10392 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6770 members 
Mstep: Class 23 contains 55921 members 
Mstep: Class 24 contains 2707 members 
Mstep: Class 25 contains 8961 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32170 members 
Mstep: Class 28 contains 27759 members 
Mstep: Class 29 contains 14447 members 
Mstep: Class 30 contains 13666 members 
Mstep: Class 31 contains 10440 members 
Mstep: Class 32 contains 13423 members 
Mstep: Class 33 contains 17216 members 
Mstep: Class 34 contains 11301 members 
Mstep: Class 35 contains 11496 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 27955 members 
Mstep: Class 39 contains 5173 members 
Mstep: Class 40 contains 12401 members 
Mstep: Class 41 contains 19813 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11232 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15019 members 
Mstep: Class 47 contains 19941 members 
Mstep: Class 48 contains 4462 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5791 members 
Mstep: Class 51 contains 26715 members 
Mstep: Class 52 contains 16896 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774276.000000 Penalty: 175892.625000
Iteration 216Q: 54 clusters Score -6.477428e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14091 members 
Mstep: Class 3 contains 8893 members 
Mstep: Class 4 contains 2886 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 24558 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14184 members 
Mstep: Class 9 contains 5171 members 
Mstep: Class 10 contains 9818 members 
Mstep: Class 11 contains 5195 members 
Mstep: Class 12 contains 16037 members 
Mstep: Class 13 contains 3333 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11342 members 
Mstep: Class 16 contains 89826 members 
Mstep: Class 17 contains 3306 members 
Mstep: Class 18 contains 8402 members 
Mstep: Class 19 contains 10392 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6770 members 
Mstep: Class 23 contains 55921 members 
Mstep: Class 24 contains 2707 members 
Mstep: Class 25 contains 8956 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32169 members 
Mstep: Class 28 contains 27758 members 
Mstep: Class 29 contains 14449 members 
Mstep: Class 30 contains 13666 members 
Mstep: Class 31 contains 10440 members 
Mstep: Class 32 contains 13423 members 
Mstep: Class 33 contains 17216 members 
Mstep: Class 34 contains 11301 members 
Mstep: Class 35 contains 11496 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 27959 members 
Mstep: Class 39 contains 5173 members 
Mstep: Class 40 contains 12400 members 
Mstep: Class 41 contains 19815 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11231 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15019 members 
Mstep: Class 47 contains 19941 members 
Mstep: Class 48 contains 4462 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5791 members 
Mstep: Class 51 contains 26719 members 
Mstep: Class 52 contains 16896 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774224.000000 Penalty: 175892.625000
Iteration 217Q: 54 clusters Score -6.477422e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14091 members 
Mstep: Class 3 contains 8893 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 24557 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14184 members 
Mstep: Class 9 contains 5171 members 
Mstep: Class 10 contains 9819 members 
Mstep: Class 11 contains 5195 members 
Mstep: Class 12 contains 16037 members 
Mstep: Class 13 contains 3333 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11344 members 
Mstep: Class 16 contains 89826 members 
Mstep: Class 17 contains 3306 members 
Mstep: Class 18 contains 8402 members 
Mstep: Class 19 contains 10392 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6770 members 
Mstep: Class 23 contains 55924 members 
Mstep: Class 24 contains 2707 members 
Mstep: Class 25 contains 8956 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32165 members 
Mstep: Class 28 contains 27758 members 
Mstep: Class 29 contains 14447 members 
Mstep: Class 30 contains 13666 members 
Mstep: Class 31 contains 10440 members 
Mstep: Class 32 contains 13422 members 
Mstep: Class 33 contains 17216 members 
Mstep: Class 34 contains 11301 members 
Mstep: Class 35 contains 11496 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 27960 members 
Mstep: Class 39 contains 5173 members 
Mstep: Class 40 contains 12399 members 
Mstep: Class 41 contains 19814 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11230 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15020 members 
Mstep: Class 47 contains 19941 members 
Mstep: Class 48 contains 4462 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5791 members 
Mstep: Class 51 contains 26722 members 
Mstep: Class 52 contains 16897 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774236.000000 Penalty: 175892.625000
Iteration 218Q: 54 clusters Score -6.477424e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14092 members 
Mstep: Class 3 contains 8893 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 24558 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14184 members 
Mstep: Class 9 contains 5171 members 
Mstep: Class 10 contains 9819 members 
Mstep: Class 11 contains 5195 members 
Mstep: Class 12 contains 16037 members 
Mstep: Class 13 contains 3333 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11349 members 
Mstep: Class 16 contains 89826 members 
Mstep: Class 17 contains 3306 members 
Mstep: Class 18 contains 8402 members 
Mstep: Class 19 contains 10392 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6770 members 
Mstep: Class 23 contains 55924 members 
Mstep: Class 24 contains 2706 members 
Mstep: Class 25 contains 8951 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32161 members 
Mstep: Class 28 contains 27758 members 
Mstep: Class 29 contains 14448 members 
Mstep: Class 30 contains 13666 members 
Mstep: Class 31 contains 10440 members 
Mstep: Class 32 contains 13421 members 
Mstep: Class 33 contains 17216 members 
Mstep: Class 34 contains 11301 members 
Mstep: Class 35 contains 11496 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 27960 members 
Mstep: Class 39 contains 5173 members 
Mstep: Class 40 contains 12399 members 
Mstep: Class 41 contains 19815 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11229 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15020 members 
Mstep: Class 47 contains 19941 members 
Mstep: Class 48 contains 4462 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5791 members 
Mstep: Class 51 contains 26725 members 
Mstep: Class 52 contains 16897 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774220.000000 Penalty: 175892.625000
Iteration 219Q: 54 clusters Score -6.477422e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14091 members 
Mstep: Class 3 contains 8893 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 24556 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14183 members 
Mstep: Class 9 contains 5171 members 
Mstep: Class 10 contains 9819 members 
Mstep: Class 11 contains 5196 members 
Mstep: Class 12 contains 16037 members 
Mstep: Class 13 contains 3333 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11354 members 
Mstep: Class 16 contains 89826 members 
Mstep: Class 17 contains 3306 members 
Mstep: Class 18 contains 8402 members 
Mstep: Class 19 contains 10392 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6770 members 
Mstep: Class 23 contains 55925 members 
Mstep: Class 24 contains 2706 members 
Mstep: Class 25 contains 8946 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32158 members 
Mstep: Class 28 contains 27758 members 
Mstep: Class 29 contains 14449 members 
Mstep: Class 30 contains 13666 members 
Mstep: Class 31 contains 10440 members 
Mstep: Class 32 contains 13422 members 
Mstep: Class 33 contains 17217 members 
Mstep: Class 34 contains 11301 members 
Mstep: Class 35 contains 11496 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 27961 members 
Mstep: Class 39 contains 5173 members 
Mstep: Class 40 contains 12398 members 
Mstep: Class 41 contains 19813 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11228 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15020 members 
Mstep: Class 47 contains 19941 members 
Mstep: Class 48 contains 4462 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5791 members 
Mstep: Class 51 contains 26730 members 
Mstep: Class 52 contains 16897 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774236.000000 Penalty: 175892.625000
Iteration 220F: 54 clusters Score -6.477424e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14091 members 
Mstep: Class 3 contains 8893 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 24555 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14182 members 
Mstep: Class 9 contains 5171 members 
Mstep: Class 10 contains 9821 members 
Mstep: Class 11 contains 5196 members 
Mstep: Class 12 contains 16037 members 
Mstep: Class 13 contains 3333 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11357 members 
Mstep: Class 16 contains 89826 members 
Mstep: Class 17 contains 3306 members 
Mstep: Class 18 contains 8402 members 
Mstep: Class 19 contains 10392 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6771 members 
Mstep: Class 23 contains 55925 members 
Mstep: Class 24 contains 2706 members 
Mstep: Class 25 contains 8941 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32157 members 
Mstep: Class 28 contains 27759 members 
Mstep: Class 29 contains 14450 members 
Mstep: Class 30 contains 13667 members 
Mstep: Class 31 contains 10440 members 
Mstep: Class 32 contains 13422 members 
Mstep: Class 33 contains 17217 members 
Mstep: Class 34 contains 11301 members 
Mstep: Class 35 contains 11496 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 27962 members 
Mstep: Class 39 contains 5173 members 
Mstep: Class 40 contains 12397 members 
Mstep: Class 41 contains 19813 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11225 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15020 members 
Mstep: Class 47 contains 19941 members 
Mstep: Class 48 contains 4462 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5791 members 
Mstep: Class 51 contains 26732 members 
Mstep: Class 52 contains 16897 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774284.000000 Penalty: 175892.625000
Iteration 221Q: 54 clusters Score -6.477428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14091 members 
Mstep: Class 3 contains 8893 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 24553 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14182 members 
Mstep: Class 9 contains 5171 members 
Mstep: Class 10 contains 9821 members 
Mstep: Class 11 contains 5196 members 
Mstep: Class 12 contains 16037 members 
Mstep: Class 13 contains 3333 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11359 members 
Mstep: Class 16 contains 89826 members 
Mstep: Class 17 contains 3306 members 
Mstep: Class 18 contains 8402 members 
Mstep: Class 19 contains 10392 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6771 members 
Mstep: Class 23 contains 55923 members 
Mstep: Class 24 contains 2706 members 
Mstep: Class 25 contains 8941 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32157 members 
Mstep: Class 28 contains 27760 members 
Mstep: Class 29 contains 14449 members 
Mstep: Class 30 contains 13669 members 
Mstep: Class 31 contains 10440 members 
Mstep: Class 32 contains 13421 members 
Mstep: Class 33 contains 17217 members 
Mstep: Class 34 contains 11301 members 
Mstep: Class 35 contains 11496 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 27962 members 
Mstep: Class 39 contains 5173 members 
Mstep: Class 40 contains 12397 members 
Mstep: Class 41 contains 19813 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11225 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15020 members 
Mstep: Class 47 contains 19941 members 
Mstep: Class 48 contains 4462 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5791 members 
Mstep: Class 51 contains 26733 members 
Mstep: Class 52 contains 16897 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774304.000000 Penalty: 175892.625000
Iteration 222Q: 54 clusters Score -6.47743e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14091 members 
Mstep: Class 3 contains 8894 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 24550 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14182 members 
Mstep: Class 9 contains 5171 members 
Mstep: Class 10 contains 9822 members 
Mstep: Class 11 contains 5196 members 
Mstep: Class 12 contains 16037 members 
Mstep: Class 13 contains 3333 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11359 members 
Mstep: Class 16 contains 89826 members 
Mstep: Class 17 contains 3306 members 
Mstep: Class 18 contains 8402 members 
Mstep: Class 19 contains 10392 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6771 members 
Mstep: Class 23 contains 55924 members 
Mstep: Class 24 contains 2706 members 
Mstep: Class 25 contains 8942 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32157 members 
Mstep: Class 28 contains 27760 members 
Mstep: Class 29 contains 14449 members 
Mstep: Class 30 contains 13669 members 
Mstep: Class 31 contains 10440 members 
Mstep: Class 32 contains 13421 members 
Mstep: Class 33 contains 17216 members 
Mstep: Class 34 contains 11300 members 
Mstep: Class 35 contains 11496 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 27962 members 
Mstep: Class 39 contains 5173 members 
Mstep: Class 40 contains 12397 members 
Mstep: Class 41 contains 19814 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11225 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15020 members 
Mstep: Class 47 contains 19941 members 
Mstep: Class 48 contains 4462 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5791 members 
Mstep: Class 51 contains 26733 members 
Mstep: Class 52 contains 16897 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774288.000000 Penalty: 175892.625000
Iteration 223Q: 54 clusters Score -6.477429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14091 members 
Mstep: Class 3 contains 8894 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 24550 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14182 members 
Mstep: Class 9 contains 5171 members 
Mstep: Class 10 contains 9822 members 
Mstep: Class 11 contains 5196 members 
Mstep: Class 12 contains 16037 members 
Mstep: Class 13 contains 3333 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11359 members 
Mstep: Class 16 contains 89826 members 
Mstep: Class 17 contains 3306 members 
Mstep: Class 18 contains 8402 members 
Mstep: Class 19 contains 10392 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6771 members 
Mstep: Class 23 contains 55925 members 
Mstep: Class 24 contains 2706 members 
Mstep: Class 25 contains 8941 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32157 members 
Mstep: Class 28 contains 27760 members 
Mstep: Class 29 contains 14449 members 
Mstep: Class 30 contains 13669 members 
Mstep: Class 31 contains 10440 members 
Mstep: Class 32 contains 13422 members 
Mstep: Class 33 contains 17216 members 
Mstep: Class 34 contains 11300 members 
Mstep: Class 35 contains 11496 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 27962 members 
Mstep: Class 39 contains 5173 members 
Mstep: Class 40 contains 12397 members 
Mstep: Class 41 contains 19812 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11226 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15020 members 
Mstep: Class 47 contains 19941 members 
Mstep: Class 48 contains 4462 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5791 members 
Mstep: Class 51 contains 26733 members 
Mstep: Class 52 contains 16897 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774272.000000 Penalty: 175892.625000
Iteration 224Q: 54 clusters Score -6.477427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14091 members 
Mstep: Class 3 contains 8894 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 24549 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14182 members 
Mstep: Class 9 contains 5171 members 
Mstep: Class 10 contains 9822 members 
Mstep: Class 11 contains 5196 members 
Mstep: Class 12 contains 16037 members 
Mstep: Class 13 contains 3333 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11359 members 
Mstep: Class 16 contains 89826 members 
Mstep: Class 17 contains 3306 members 
Mstep: Class 18 contains 8402 members 
Mstep: Class 19 contains 10392 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6771 members 
Mstep: Class 23 contains 55926 members 
Mstep: Class 24 contains 2706 members 
Mstep: Class 25 contains 8940 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32157 members 
Mstep: Class 28 contains 27760 members 
Mstep: Class 29 contains 14449 members 
Mstep: Class 30 contains 13669 members 
Mstep: Class 31 contains 10440 members 
Mstep: Class 32 contains 13423 members 
Mstep: Class 33 contains 17216 members 
Mstep: Class 34 contains 11300 members 
Mstep: Class 35 contains 11496 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 27962 members 
Mstep: Class 39 contains 5173 members 
Mstep: Class 40 contains 12397 members 
Mstep: Class 41 contains 19812 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11226 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15020 members 
Mstep: Class 47 contains 19941 members 
Mstep: Class 48 contains 4462 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5791 members 
Mstep: Class 51 contains 26733 members 
Mstep: Class 52 contains 16897 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774280.000000 Penalty: 175892.625000
Iteration 225Q: 54 clusters Score -6.477428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14091 members 
Mstep: Class 3 contains 8894 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 24549 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14182 members 
Mstep: Class 9 contains 5171 members 
Mstep: Class 10 contains 9822 members 
Mstep: Class 11 contains 5196 members 
Mstep: Class 12 contains 16037 members 
Mstep: Class 13 contains 3333 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11359 members 
Mstep: Class 16 contains 89826 members 
Mstep: Class 17 contains 3306 members 
Mstep: Class 18 contains 8402 members 
Mstep: Class 19 contains 10392 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6771 members 
Mstep: Class 23 contains 55925 members 
Mstep: Class 24 contains 2706 members 
Mstep: Class 25 contains 8940 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32157 members 
Mstep: Class 28 contains 27760 members 
Mstep: Class 29 contains 14450 members 
Mstep: Class 30 contains 13669 members 
Mstep: Class 31 contains 10440 members 
Mstep: Class 32 contains 13424 members 
Mstep: Class 33 contains 17216 members 
Mstep: Class 34 contains 11300 members 
Mstep: Class 35 contains 11496 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 27962 members 
Mstep: Class 39 contains 5173 members 
Mstep: Class 40 contains 12397 members 
Mstep: Class 41 contains 19811 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11226 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15020 members 
Mstep: Class 47 contains 19941 members 
Mstep: Class 48 contains 4462 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5791 members 
Mstep: Class 51 contains 26733 members 
Mstep: Class 52 contains 16897 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774272.000000 Penalty: 175892.625000
Iteration 226Q: 54 clusters Score -6.477427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14091 members 
Mstep: Class 3 contains 8894 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 24549 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14182 members 
Mstep: Class 9 contains 5171 members 
Mstep: Class 10 contains 9823 members 
Mstep: Class 11 contains 5196 members 
Mstep: Class 12 contains 16037 members 
Mstep: Class 13 contains 3333 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11359 members 
Mstep: Class 16 contains 89826 members 
Mstep: Class 17 contains 3306 members 
Mstep: Class 18 contains 8402 members 
Mstep: Class 19 contains 10392 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6771 members 
Mstep: Class 23 contains 55923 members 
Mstep: Class 24 contains 2706 members 
Mstep: Class 25 contains 8939 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32157 members 
Mstep: Class 28 contains 27760 members 
Mstep: Class 29 contains 14452 members 
Mstep: Class 30 contains 13669 members 
Mstep: Class 31 contains 10440 members 
Mstep: Class 32 contains 13424 members 
Mstep: Class 33 contains 17216 members 
Mstep: Class 34 contains 11300 members 
Mstep: Class 35 contains 11496 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 27962 members 
Mstep: Class 39 contains 5173 members 
Mstep: Class 40 contains 12397 members 
Mstep: Class 41 contains 19811 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11226 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15020 members 
Mstep: Class 47 contains 19941 members 
Mstep: Class 48 contains 4462 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5791 members 
Mstep: Class 51 contains 26733 members 
Mstep: Class 52 contains 16897 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774280.000000 Penalty: 175892.625000
Iteration 227Q: 54 clusters Score -6.477428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14091 members 
Mstep: Class 3 contains 8894 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 24549 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14182 members 
Mstep: Class 9 contains 5171 members 
Mstep: Class 10 contains 9825 members 
Mstep: Class 11 contains 5196 members 
Mstep: Class 12 contains 16037 members 
Mstep: Class 13 contains 3333 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11359 members 
Mstep: Class 16 contains 89826 members 
Mstep: Class 17 contains 3306 members 
Mstep: Class 18 contains 8402 members 
Mstep: Class 19 contains 10392 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6771 members 
Mstep: Class 23 contains 55923 members 
Mstep: Class 24 contains 2706 members 
Mstep: Class 25 contains 8939 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32157 members 
Mstep: Class 28 contains 27760 members 
Mstep: Class 29 contains 14451 members 
Mstep: Class 30 contains 13669 members 
Mstep: Class 31 contains 10440 members 
Mstep: Class 32 contains 13424 members 
Mstep: Class 33 contains 17216 members 
Mstep: Class 34 contains 11300 members 
Mstep: Class 35 contains 11496 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 27962 members 
Mstep: Class 39 contains 5173 members 
Mstep: Class 40 contains 12397 members 
Mstep: Class 41 contains 19810 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11226 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15020 members 
Mstep: Class 47 contains 19941 members 
Mstep: Class 48 contains 4462 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5791 members 
Mstep: Class 51 contains 26733 members 
Mstep: Class 52 contains 16897 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774260.000000 Penalty: 175892.625000
Iteration 228Q: 54 clusters Score -6.477426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14091 members 
Mstep: Class 3 contains 8894 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 24549 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14182 members 
Mstep: Class 9 contains 5171 members 
Mstep: Class 10 contains 9825 members 
Mstep: Class 11 contains 5196 members 
Mstep: Class 12 contains 16037 members 
Mstep: Class 13 contains 3333 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11359 members 
Mstep: Class 16 contains 89826 members 
Mstep: Class 17 contains 3306 members 
Mstep: Class 18 contains 8402 members 
Mstep: Class 19 contains 10392 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6771 members 
Mstep: Class 23 contains 55923 members 
Mstep: Class 24 contains 2706 members 
Mstep: Class 25 contains 8939 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32157 members 
Mstep: Class 28 contains 27760 members 
Mstep: Class 29 contains 14451 members 
Mstep: Class 30 contains 13669 members 
Mstep: Class 31 contains 10440 members 
Mstep: Class 32 contains 13424 members 
Mstep: Class 33 contains 17216 members 
Mstep: Class 34 contains 11300 members 
Mstep: Class 35 contains 11496 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 27962 members 
Mstep: Class 39 contains 5173 members 
Mstep: Class 40 contains 12397 members 
Mstep: Class 41 contains 19810 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11226 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15020 members 
Mstep: Class 47 contains 19941 members 
Mstep: Class 48 contains 4462 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 5791 members 
Mstep: Class 51 contains 26733 members 
Mstep: Class 52 contains 16897 members 
Mstep: Class 53 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64774260.000000 Penalty: 175892.625000
Iteration 229F: 54 clusters Score -6.477426e+07 nChanged 0
Entering ConstructFrom: 
Score: -64774260.000000 Penalty: 175892.625000
Entering ConstructFrom: 
Trying to split cluster 1 (3056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Entering Unmasked Estep 
Score: -333942.125000 Penalty: 1990.165894
	Iteration 0F: 2 clusters Score -333942.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -330626.312500 Penalty: 3980.331787
	Iteration 0F: 3 clusters Score -330626.3 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -331252.687500 Penalty: 3980.331787
	Iteration 1F: 3 clusters Score -331252.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -331384.875000 Penalty: 3980.331787
	Iteration 2F: 3 clusters Score -331384.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -331472.781250 Penalty: 3980.331787
	Iteration 3Q: 3 clusters Score -331472.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -331537.906250 Penalty: 3980.331787
	Iteration 4Q: 3 clusters Score -331537.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -331585.062500 Penalty: 3980.331787
	Iteration 5Q: 3 clusters Score -331585.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -331621.312500 Penalty: 3980.331787
	Iteration 6Q: 3 clusters Score -331621.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -331644.437500 Penalty: 3980.331787
	Iteration 7Q: 3 clusters Score -331644.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -331664.625000 Penalty: 3980.331787
	Iteration 8Q: 3 clusters Score -331664.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -331678.468750 Penalty: 3980.331787
	Iteration 9Q: 3 clusters Score -331678.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -331687.781250 Penalty: 3980.331787
	Iteration 10Q: 3 clusters Score -331687.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -331697.156250 Penalty: 3980.331787
	Iteration 11Q: 3 clusters Score -331697.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -331705.937500 Penalty: 3980.331787
	Iteration 12Q: 3 clusters Score -331705.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -331711.531250 Penalty: 3980.331787
	Iteration 13Q: 3 clusters Score -331711.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -331717.000000 Penalty: 3980.331787
	Iteration 14Q: 3 clusters Score -331717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -331722.250000 Penalty: 3980.331787
	Iteration 15Q: 3 clusters Score -331722.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -331727.312500 Penalty: 3980.331787
	Iteration 16Q: 3 clusters Score -331727.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -331733.906250 Penalty: 3980.331787
	Iteration 17Q: 3 clusters Score -331733.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -331738.781250 Penalty: 3980.331787
	Iteration 18Q: 3 clusters Score -331738.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -331742.781250 Penalty: 3980.331787
	Iteration 19Q: 3 clusters Score -331742.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -331744.781250 Penalty: 3980.331787
	Iteration 20F: 3 clusters Score -331744.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -331746.625000 Penalty: 3980.331787
	Iteration 21Q: 3 clusters Score -331746.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -331747.906250 Penalty: 3980.331787
	Iteration 22Q: 3 clusters Score -331747.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -331750.093750 Penalty: 3980.331787
	Iteration 23Q: 3 clusters Score -331750.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -331751.500000 Penalty: 3980.331787
	Iteration 24Q: 3 clusters Score -331751.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -331754.031250 Penalty: 3980.331787
	Iteration 25Q: 3 clusters Score -331754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -331756.093750 Penalty: 3980.331787
	Iteration 26Q: 3 clusters Score -331756.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -331758.125000 Penalty: 3980.331787
	Iteration 27Q: 3 clusters Score -331758.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -331761.468750 Penalty: 3980.331787
	Iteration 28Q: 3 clusters Score -331761.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -331761.718750 Penalty: 3980.331787
	Iteration 29Q: 3 clusters Score -331761.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -331762.500000 Penalty: 3980.331787
	Iteration 30Q: 3 clusters Score -331762.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -331762.125000 Penalty: 3980.331787
	Iteration 31Q: 3 clusters Score -331762.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -331762.125000 Penalty: 3980.331787
	Iteration 32F: 3 clusters Score -331762.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Entering Unmasked Estep 
Score: -1187954.750000 Penalty: 2369.216309
	Iteration 0F: 2 clusters Score -1187955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1177747.625000 Penalty: 4738.432617
	Iteration 0F: 3 clusters Score -1177748 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1181086.750000 Penalty: 4738.432617
	Iteration 1F: 3 clusters Score -1181087 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1181729.375000 Penalty: 4738.432617
	Iteration 2F: 3 clusters Score -1181729 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1182353.375000 Penalty: 4738.432617
	Iteration 3F: 3 clusters Score -1182353 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1182869.750000 Penalty: 4738.432617
	Iteration 4F: 3 clusters Score -1182870 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1183302.000000 Penalty: 4738.432617
	Iteration 5F: 3 clusters Score -1183302 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1183657.125000 Penalty: 4738.432617
	Iteration 6Q: 3 clusters Score -1183657 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1183955.625000 Penalty: 4738.432617
	Iteration 7Q: 3 clusters Score -1183956 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1184180.750000 Penalty: 4738.432617
	Iteration 8Q: 3 clusters Score -1184181 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1184392.875000 Penalty: 4738.432617
	Iteration 9Q: 3 clusters Score -1184393 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1184576.500000 Penalty: 4738.432617
	Iteration 10Q: 3 clusters Score -1184576 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1184746.375000 Penalty: 4738.432617
	Iteration 11Q: 3 clusters Score -1184746 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1184894.625000 Penalty: 4738.432617
	Iteration 12Q: 3 clusters Score -1184895 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1185008.125000 Penalty: 4738.432617
	Iteration 13Q: 3 clusters Score -1185008 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1185100.875000 Penalty: 4738.432617
	Iteration 14Q: 3 clusters Score -1185101 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1185193.500000 Penalty: 4738.432617
	Iteration 15Q: 3 clusters Score -1185194 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1185272.000000 Penalty: 4738.432617
	Iteration 16Q: 3 clusters Score -1185272 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1185327.375000 Penalty: 4738.432617
	Iteration 17Q: 3 clusters Score -1185327 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1185382.375000 Penalty: 4738.432617
	Iteration 18Q: 3 clusters Score -1185382 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1185436.375000 Penalty: 4738.432617
	Iteration 19Q: 3 clusters Score -1185436 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1185492.625000 Penalty: 4738.432617
	Iteration 20F: 3 clusters Score -1185493 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1185548.875000 Penalty: 4738.432617
	Iteration 21Q: 3 clusters Score -1185549 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1185604.000000 Penalty: 4738.432617
	Iteration 22Q: 3 clusters Score -1185604 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1185647.250000 Penalty: 4738.432617
	Iteration 23Q: 3 clusters Score -1185647 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1185698.875000 Penalty: 4738.432617
	Iteration 24Q: 3 clusters Score -1185699 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1185742.750000 Penalty: 4738.432617
	Iteration 25Q: 3 clusters Score -1185743 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1185783.625000 Penalty: 4738.432617
	Iteration 26Q: 3 clusters Score -1185784 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1185816.250000 Penalty: 4738.432617
	Iteration 27Q: 3 clusters Score -1185816 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1185840.375000 Penalty: 4738.432617
	Iteration 28Q: 3 clusters Score -1185840 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1185860.750000 Penalty: 4738.432617
	Iteration 29Q: 3 clusters Score -1185861 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1185896.125000 Penalty: 4738.432617
	Iteration 30Q: 3 clusters Score -1185896 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1185919.625000 Penalty: 4738.432617
	Iteration 31Q: 3 clusters Score -1185920 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1185946.750000 Penalty: 4738.432617
	Iteration 32Q: 3 clusters Score -1185947 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1185959.625000 Penalty: 4738.432617
	Iteration 33Q: 3 clusters Score -1185960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1185977.000000 Penalty: 4738.432617
	Iteration 34Q: 3 clusters Score -1185977 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1185994.125000 Penalty: 4738.432617
	Iteration 35Q: 3 clusters Score -1185994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1186010.625000 Penalty: 4738.432617
	Iteration 36Q: 3 clusters Score -1186011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1186026.750000 Penalty: 4738.432617
	Iteration 37Q: 3 clusters Score -1186027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1186030.875000 Penalty: 4738.432617
	Iteration 38Q: 3 clusters Score -1186031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1186039.625000 Penalty: 4738.432617
	Iteration 39Q: 3 clusters Score -1186040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1186046.375000 Penalty: 4738.432617
	Iteration 40F: 3 clusters Score -1186046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1186052.250000 Penalty: 4738.432617
	Iteration 41Q: 3 clusters Score -1186052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1186057.250000 Penalty: 4738.432617
	Iteration 42Q: 3 clusters Score -1186057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1186064.625000 Penalty: 4738.432617
	Iteration 43Q: 3 clusters Score -1186065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1186072.500000 Penalty: 4738.432617
	Iteration 44Q: 3 clusters Score -1186072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1186078.125000 Penalty: 4738.432617
	Iteration 45Q: 3 clusters Score -1186078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1186080.000000 Penalty: 4738.432617
	Iteration 46Q: 3 clusters Score -1186080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1186085.750000 Penalty: 4738.432617
	Iteration 47Q: 3 clusters Score -1186086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1186087.000000 Penalty: 4738.432617
	Iteration 48Q: 3 clusters Score -1186087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1186093.750000 Penalty: 4738.432617
	Iteration 49Q: 3 clusters Score -1186094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1186095.875000 Penalty: 4738.432617
	Iteration 50Q: 3 clusters Score -1186096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1186099.125000 Penalty: 4738.432617
	Iteration 51Q: 3 clusters Score -1186099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1186099.500000 Penalty: 4738.432617
	Iteration 52Q: 3 clusters Score -1186100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1186102.000000 Penalty: 4738.432617
	Iteration 53Q: 3 clusters Score -1186102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1186104.125000 Penalty: 4738.432617
	Iteration 54Q: 3 clusters Score -1186104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1186105.375000 Penalty: 4738.432617
	Iteration 55Q: 3 clusters Score -1186105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1186109.750000 Penalty: 4738.432617
	Iteration 56Q: 3 clusters Score -1186110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1186114.125000 Penalty: 4738.432617
	Iteration 57Q: 3 clusters Score -1186114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1186123.125000 Penalty: 4738.432617
	Iteration 58Q: 3 clusters Score -1186123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1186133.875000 Penalty: 4738.432617
	Iteration 59Q: 3 clusters Score -1186134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1186137.375000 Penalty: 4738.432617
	Iteration 60F: 3 clusters Score -1186137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1186140.625000 Penalty: 4738.432617
	Iteration 61Q: 3 clusters Score -1186141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1186147.000000 Penalty: 4738.432617
	Iteration 62Q: 3 clusters Score -1186147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1186145.875000 Penalty: 4738.432617
	Iteration 63Q: 3 clusters Score -1186146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1186153.750000 Penalty: 4738.432617
	Iteration 64Q: 3 clusters Score -1186154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1186158.375000 Penalty: 4738.432617
	Iteration 65Q: 3 clusters Score -1186158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1186164.500000 Penalty: 4738.432617
	Iteration 66Q: 3 clusters Score -1186164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1186173.000000 Penalty: 4738.432617
	Iteration 67Q: 3 clusters Score -1186173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1186173.625000 Penalty: 4738.432617
	Iteration 68Q: 3 clusters Score -1186174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1186179.375000 Penalty: 4738.432617
	Iteration 69Q: 3 clusters Score -1186179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1186184.375000 Penalty: 4738.432617
	Iteration 70Q: 3 clusters Score -1186184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1186189.125000 Penalty: 4738.432617
	Iteration 71Q: 3 clusters Score -1186189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1186195.125000 Penalty: 4738.432617
	Iteration 72Q: 3 clusters Score -1186195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1186204.500000 Penalty: 4738.432617
	Iteration 73Q: 3 clusters Score -1186204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1186211.375000 Penalty: 4738.432617
	Iteration 74Q: 3 clusters Score -1186211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1186217.000000 Penalty: 4738.432617
	Iteration 75Q: 3 clusters Score -1186217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1186217.875000 Penalty: 4738.432617
	Iteration 76Q: 3 clusters Score -1186218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1186225.375000 Penalty: 4738.432617
	Iteration 77Q: 3 clusters Score -1186225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1186229.875000 Penalty: 4738.432617
	Iteration 78Q: 3 clusters Score -1186230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1186238.750000 Penalty: 4738.432617
	Iteration 79Q: 3 clusters Score -1186239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1186244.000000 Penalty: 4738.432617
	Iteration 80F: 3 clusters Score -1186244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1186247.625000 Penalty: 4738.432617
	Iteration 81Q: 3 clusters Score -1186248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1186250.625000 Penalty: 4738.432617
	Iteration 82Q: 3 clusters Score -1186251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1186252.250000 Penalty: 4738.432617
	Iteration 83Q: 3 clusters Score -1186252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1186255.375000 Penalty: 4738.432617
	Iteration 84Q: 3 clusters Score -1186255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1186257.250000 Penalty: 4738.432617
	Iteration 85Q: 3 clusters Score -1186257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1186259.875000 Penalty: 4738.432617
	Iteration 86Q: 3 clusters Score -1186260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1186264.000000 Penalty: 4738.432617
	Iteration 87Q: 3 clusters Score -1186264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1186266.250000 Penalty: 4738.432617
	Iteration 88Q: 3 clusters Score -1186266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1186266.375000 Penalty: 4738.432617
	Iteration 89Q: 3 clusters Score -1186266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1186266.375000 Penalty: 4738.432617
	Iteration 90F: 3 clusters Score -1186266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Entering Unmasked Estep 
Score: -881658.750000 Penalty: 2255.096680
	Iteration 0F: 2 clusters Score -881658.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -874812.750000 Penalty: 4510.193359
	Iteration 0F: 3 clusters Score -874812.8 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -876984.187500 Penalty: 4510.193359
	Iteration 1F: 3 clusters Score -876984.2 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -877497.625000 Penalty: 4510.193359
	Iteration 2F: 3 clusters Score -877497.6 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -878003.437500 Penalty: 4510.193359
	Iteration 3F: 3 clusters Score -878003.4 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -878533.187500 Penalty: 4510.193359
	Iteration 4F: 3 clusters Score -878533.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -878998.687500 Penalty: 4510.193359
	Iteration 5F: 3 clusters Score -878998.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -879339.125000 Penalty: 4510.193359
	Iteration 6F: 3 clusters Score -879339.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -879605.750000 Penalty: 4510.193359
	Iteration 7Q: 3 clusters Score -879605.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -879785.625000 Penalty: 4510.193359
	Iteration 8Q: 3 clusters Score -879785.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -879913.812500 Penalty: 4510.193359
	Iteration 9Q: 3 clusters Score -879913.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -880013.750000 Penalty: 4510.193359
	Iteration 10Q: 3 clusters Score -880013.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -880079.375000 Penalty: 4510.193359
	Iteration 11Q: 3 clusters Score -880079.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -880130.187500 Penalty: 4510.193359
	Iteration 12Q: 3 clusters Score -880130.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -880166.000000 Penalty: 4510.193359
	Iteration 13Q: 3 clusters Score -880166 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -880196.375000 Penalty: 4510.193359
	Iteration 14Q: 3 clusters Score -880196.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -880224.250000 Penalty: 4510.193359
	Iteration 15Q: 3 clusters Score -880224.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -880238.937500 Penalty: 4510.193359
	Iteration 16Q: 3 clusters Score -880238.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -880251.000000 Penalty: 4510.193359
	Iteration 17Q: 3 clusters Score -880251 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -880267.062500 Penalty: 4510.193359
	Iteration 18Q: 3 clusters Score -880267.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -880282.625000 Penalty: 4510.193359
	Iteration 19Q: 3 clusters Score -880282.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -880299.125000 Penalty: 4510.193359
	Iteration 20F: 3 clusters Score -880299.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -880318.375000 Penalty: 4510.193359
	Iteration 21Q: 3 clusters Score -880318.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -880338.875000 Penalty: 4510.193359
	Iteration 22Q: 3 clusters Score -880338.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -880359.687500 Penalty: 4510.193359
	Iteration 23Q: 3 clusters Score -880359.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -880375.625000 Penalty: 4510.193359
	Iteration 24Q: 3 clusters Score -880375.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -880395.062500 Penalty: 4510.193359
	Iteration 25Q: 3 clusters Score -880395.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -880410.375000 Penalty: 4510.193359
	Iteration 26Q: 3 clusters Score -880410.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -880421.125000 Penalty: 4510.193359
	Iteration 27Q: 3 clusters Score -880421.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -880431.437500 Penalty: 4510.193359
	Iteration 28Q: 3 clusters Score -880431.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -880438.750000 Penalty: 4510.193359
	Iteration 29Q: 3 clusters Score -880438.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -880446.625000 Penalty: 4510.193359
	Iteration 30Q: 3 clusters Score -880446.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -880456.062500 Penalty: 4510.193359
	Iteration 31Q: 3 clusters Score -880456.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -880471.750000 Penalty: 4510.193359
	Iteration 32Q: 3 clusters Score -880471.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -880482.250000 Penalty: 4510.193359
	Iteration 33Q: 3 clusters Score -880482.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -880492.812500 Penalty: 4510.193359
	Iteration 34Q: 3 clusters Score -880492.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -880502.875000 Penalty: 4510.193359
	Iteration 35Q: 3 clusters Score -880502.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -880514.937500 Penalty: 4510.193359
	Iteration 36Q: 3 clusters Score -880514.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -880527.625000 Penalty: 4510.193359
	Iteration 37Q: 3 clusters Score -880527.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -880538.500000 Penalty: 4510.193359
	Iteration 38Q: 3 clusters Score -880538.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -880547.937500 Penalty: 4510.193359
	Iteration 39Q: 3 clusters Score -880547.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -880560.500000 Penalty: 4510.193359
	Iteration 40F: 3 clusters Score -880560.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -880573.187500 Penalty: 4510.193359
	Iteration 41Q: 3 clusters Score -880573.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -880597.187500 Penalty: 4510.193359
	Iteration 42Q: 3 clusters Score -880597.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -880619.875000 Penalty: 4510.193359
	Iteration 43Q: 3 clusters Score -880619.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -880637.750000 Penalty: 4510.193359
	Iteration 44Q: 3 clusters Score -880637.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -880655.750000 Penalty: 4510.193359
	Iteration 45Q: 3 clusters Score -880655.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -880674.375000 Penalty: 4510.193359
	Iteration 46Q: 3 clusters Score -880674.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -880687.000000 Penalty: 4510.193359
	Iteration 47Q: 3 clusters Score -880687 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -880694.125000 Penalty: 4510.193359
	Iteration 48Q: 3 clusters Score -880694.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -880696.062500 Penalty: 4510.193359
	Iteration 49Q: 3 clusters Score -880696.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -880697.250000 Penalty: 4510.193359
	Iteration 50Q: 3 clusters Score -880697.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -880696.687500 Penalty: 4510.193359
	Iteration 51Q: 3 clusters Score -880696.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -880698.375000 Penalty: 4510.193359
	Iteration 52Q: 3 clusters Score -880698.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -880699.750000 Penalty: 4510.193359
	Iteration 53Q: 3 clusters Score -880699.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -880699.750000 Penalty: 4510.193359
	Iteration 54F: 3 clusters Score -880699.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Entering Unmasked Estep 
Score: -286813.218750 Penalty: 1975.885498
	Iteration 0F: 2 clusters Score -286813.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -283601.593750 Penalty: 3951.770996
	Iteration 0F: 3 clusters Score -283601.6 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -284293.343750 Penalty: 3951.770996
	Iteration 1F: 3 clusters Score -284293.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -284502.906250 Penalty: 3951.770996
	Iteration 2F: 3 clusters Score -284502.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -284698.625000 Penalty: 3951.770996
	Iteration 3F: 3 clusters Score -284698.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -284885.000000 Penalty: 3951.770996
	Iteration 4F: 3 clusters Score -284885 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -285056.093750 Penalty: 3951.770996
	Iteration 5Q: 3 clusters Score -285056.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -285235.843750 Penalty: 3951.770996
	Iteration 6Q: 3 clusters Score -285235.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -285437.718750 Penalty: 3951.770996
	Iteration 7F: 3 clusters Score -285437.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -285627.937500 Penalty: 3951.770996
	Iteration 8F: 3 clusters Score -285627.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -285751.468750 Penalty: 3951.770996
	Iteration 9Q: 3 clusters Score -285751.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -285822.812500 Penalty: 3951.770996
	Iteration 10Q: 3 clusters Score -285822.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -285885.218750 Penalty: 3951.770996
	Iteration 11Q: 3 clusters Score -285885.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -285924.125000 Penalty: 3951.770996
	Iteration 12Q: 3 clusters Score -285924.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -285949.250000 Penalty: 3951.770996
	Iteration 13Q: 3 clusters Score -285949.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -285972.000000 Penalty: 3951.770996
	Iteration 14Q: 3 clusters Score -285972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -285996.656250 Penalty: 3951.770996
	Iteration 15Q: 3 clusters Score -285996.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -286025.187500 Penalty: 3951.770996
	Iteration 16Q: 3 clusters Score -286025.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -286050.937500 Penalty: 3951.770996
	Iteration 17Q: 3 clusters Score -286050.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -286068.562500 Penalty: 3951.770996
	Iteration 18Q: 3 clusters Score -286068.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -286086.812500 Penalty: 3951.770996
	Iteration 19Q: 3 clusters Score -286086.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -286107.562500 Penalty: 3951.770996
	Iteration 20F: 3 clusters Score -286107.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -286120.937500 Penalty: 3951.770996
	Iteration 21Q: 3 clusters Score -286120.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -286132.468750 Penalty: 3951.770996
	Iteration 22Q: 3 clusters Score -286132.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -286146.562500 Penalty: 3951.770996
	Iteration 23Q: 3 clusters Score -286146.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -286154.500000 Penalty: 3951.770996
	Iteration 24Q: 3 clusters Score -286154.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -286157.343750 Penalty: 3951.770996
	Iteration 25Q: 3 clusters Score -286157.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -286159.875000 Penalty: 3951.770996
	Iteration 26Q: 3 clusters Score -286159.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -286161.343750 Penalty: 3951.770996
	Iteration 27Q: 3 clusters Score -286161.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -286161.125000 Penalty: 3951.770996
	Iteration 28Q: 3 clusters Score -286161.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -286162.687500 Penalty: 3951.770996
	Iteration 29Q: 3 clusters Score -286162.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -286163.531250 Penalty: 3951.770996
	Iteration 30Q: 3 clusters Score -286163.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -286164.687500 Penalty: 3951.770996
	Iteration 31Q: 3 clusters Score -286164.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -286164.812500 Penalty: 3951.770996
	Iteration 32Q: 3 clusters Score -286164.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -286164.812500 Penalty: 3951.770996
	Iteration 33F: 3 clusters Score -286164.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Entering Unmasked Estep 
Score: -1028956.437500 Penalty: 2274.556641
	Iteration 0F: 2 clusters Score -1028956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1021477.062500 Penalty: 4549.113281
	Iteration 0F: 3 clusters Score -1021477 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1023704.500000 Penalty: 4549.113281
	Iteration 1F: 3 clusters Score -1023704 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1024198.000000 Penalty: 4549.113281
	Iteration 2F: 3 clusters Score -1024198 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1024625.062500 Penalty: 4549.113281
	Iteration 3F: 3 clusters Score -1024625 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1024977.125000 Penalty: 4549.113281
	Iteration 4F: 3 clusters Score -1024977 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1025278.250000 Penalty: 4549.113281
	Iteration 5F: 3 clusters Score -1025278 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1025529.125000 Penalty: 4549.113281
	Iteration 6Q: 3 clusters Score -1025529 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1025759.500000 Penalty: 4549.113281
	Iteration 7Q: 3 clusters Score -1025760 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1025967.687500 Penalty: 4549.113281
	Iteration 8Q: 3 clusters Score -1025968 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1026159.062500 Penalty: 4549.113281
	Iteration 9Q: 3 clusters Score -1026159 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1026337.875000 Penalty: 4549.113281
	Iteration 10Q: 3 clusters Score -1026338 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1026469.312500 Penalty: 4549.113281
	Iteration 11Q: 3 clusters Score -1026469 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1026567.375000 Penalty: 4549.113281
	Iteration 12Q: 3 clusters Score -1026567 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1026647.437500 Penalty: 4549.113281
	Iteration 13Q: 3 clusters Score -1026647 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1026700.625000 Penalty: 4549.113281
	Iteration 14Q: 3 clusters Score -1026701 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1026748.812500 Penalty: 4549.113281
	Iteration 15Q: 3 clusters Score -1026749 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1026794.125000 Penalty: 4549.113281
	Iteration 16Q: 3 clusters Score -1026794 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1026839.875000 Penalty: 4549.113281
	Iteration 17Q: 3 clusters Score -1026840 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1026887.375000 Penalty: 4549.113281
	Iteration 18Q: 3 clusters Score -1026887 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1026928.000000 Penalty: 4549.113281
	Iteration 19Q: 3 clusters Score -1026928 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1026971.062500 Penalty: 4549.113281
	Iteration 20F: 3 clusters Score -1026971 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1027011.125000 Penalty: 4549.113281
	Iteration 21Q: 3 clusters Score -1027011 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1027048.625000 Penalty: 4549.113281
	Iteration 22Q: 3 clusters Score -1027049 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1027084.062500 Penalty: 4549.113281
	Iteration 23Q: 3 clusters Score -1027084 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1027128.750000 Penalty: 4549.113281
	Iteration 24Q: 3 clusters Score -1027129 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1027182.812500 Penalty: 4549.113281
	Iteration 25Q: 3 clusters Score -1027183 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1027240.000000 Penalty: 4549.113281
	Iteration 26Q: 3 clusters Score -1027240 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1027292.812500 Penalty: 4549.113281
	Iteration 27Q: 3 clusters Score -1027293 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1027354.125000 Penalty: 4549.113281
	Iteration 28Q: 3 clusters Score -1027354 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1027411.562500 Penalty: 4549.113281
	Iteration 29Q: 3 clusters Score -1027412 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1027465.812500 Penalty: 4549.113281
	Iteration 30Q: 3 clusters Score -1027466 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1027505.750000 Penalty: 4549.113281
	Iteration 31Q: 3 clusters Score -1027506 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1027532.062500 Penalty: 4549.113281
	Iteration 32Q: 3 clusters Score -1027532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1027549.125000 Penalty: 4549.113281
	Iteration 33Q: 3 clusters Score -1027549 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1027564.312500 Penalty: 4549.113281
	Iteration 34Q: 3 clusters Score -1027564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1027571.062500 Penalty: 4549.113281
	Iteration 35Q: 3 clusters Score -1027571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1027578.312500 Penalty: 4549.113281
	Iteration 36Q: 3 clusters Score -1027578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1027580.437500 Penalty: 4549.113281
	Iteration 37Q: 3 clusters Score -1027580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1027582.562500 Penalty: 4549.113281
	Iteration 38Q: 3 clusters Score -1027583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1027585.000000 Penalty: 4549.113281
	Iteration 39Q: 3 clusters Score -1027585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1027587.937500 Penalty: 4549.113281
	Iteration 40F: 3 clusters Score -1027588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1027589.875000 Penalty: 4549.113281
	Iteration 41Q: 3 clusters Score -1027590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1027591.062500 Penalty: 4549.113281
	Iteration 42Q: 3 clusters Score -1027591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1027597.562500 Penalty: 4549.113281
	Iteration 43Q: 3 clusters Score -1027598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1027601.375000 Penalty: 4549.113281
	Iteration 44Q: 3 clusters Score -1027601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1027600.437500 Penalty: 4549.113281
	Iteration 45Q: 3 clusters Score -1027600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1027602.687500 Penalty: 4549.113281
	Iteration 46Q: 3 clusters Score -1027603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1027603.312500 Penalty: 4549.113281
	Iteration 47Q: 3 clusters Score -1027603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1027602.250000 Penalty: 4549.113281
	Iteration 48Q: 3 clusters Score -1027602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1027602.250000 Penalty: 4549.113281
	Iteration 49F: 3 clusters Score -1027602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Entering Unmasked Estep 
Score: -2670328.000000 Penalty: 2506.889648
	Iteration 0F: 2 clusters Score -2670328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2653314.500000 Penalty: 5013.779297
	Iteration 0F: 3 clusters Score -2653314 nChanged 10965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2659260.500000 Penalty: 5013.779297
	Iteration 1F: 3 clusters Score -2659260 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2659871.750000 Penalty: 5013.779297
	Iteration 2F: 3 clusters Score -2659872 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2660580.250000 Penalty: 5013.779297
	Iteration 3F: 3 clusters Score -2660580 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -2661476.250000 Penalty: 5013.779297
	Iteration 4F: 3 clusters Score -2661476 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2662628.750000 Penalty: 5013.779297
	Iteration 5F: 3 clusters Score -2662629 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -2663828.000000 Penalty: 5013.779297
	Iteration 6F: 3 clusters Score -2663828 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2664932.250000 Penalty: 5013.779297
	Iteration 7F: 3 clusters Score -2664932 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -2665696.250000 Penalty: 5013.779297
	Iteration 8F: 3 clusters Score -2665696 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2666211.750000 Penalty: 5013.779297
	Iteration 9Q: 3 clusters Score -2666212 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -2666559.500000 Penalty: 5013.779297
	Iteration 10Q: 3 clusters Score -2666560 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -2666753.500000 Penalty: 5013.779297
	Iteration 11Q: 3 clusters Score -2666754 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2666889.750000 Penalty: 5013.779297
	Iteration 12Q: 3 clusters Score -2666890 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -2666985.500000 Penalty: 5013.779297
	Iteration 13Q: 3 clusters Score -2666986 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2667066.000000 Penalty: 5013.779297
	Iteration 14Q: 3 clusters Score -2667066 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2667132.250000 Penalty: 5013.779297
	Iteration 15Q: 3 clusters Score -2667132 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2667211.000000 Penalty: 5013.779297
	Iteration 16Q: 3 clusters Score -2667211 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -2667278.750000 Penalty: 5013.779297
	Iteration 17Q: 3 clusters Score -2667279 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2667319.250000 Penalty: 5013.779297
	Iteration 18Q: 3 clusters Score -2667319 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -2667366.500000 Penalty: 5013.779297
	Iteration 19Q: 3 clusters Score -2667366 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -2667402.500000 Penalty: 5013.779297
	Iteration 20F: 3 clusters Score -2667402 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2667449.000000 Penalty: 5013.779297
	Iteration 21Q: 3 clusters Score -2667449 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -2667476.750000 Penalty: 5013.779297
	Iteration 22Q: 3 clusters Score -2667477 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2667501.500000 Penalty: 5013.779297
	Iteration 23Q: 3 clusters Score -2667502 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -2667538.250000 Penalty: 5013.779297
	Iteration 24Q: 3 clusters Score -2667538 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -2667552.750000 Penalty: 5013.779297
	Iteration 25Q: 3 clusters Score -2667553 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2667573.750000 Penalty: 5013.779297
	Iteration 26Q: 3 clusters Score -2667574 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2667602.500000 Penalty: 5013.779297
	Iteration 27Q: 3 clusters Score -2667602 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2667615.250000 Penalty: 5013.779297
	Iteration 28Q: 3 clusters Score -2667615 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -2667628.000000 Penalty: 5013.779297
	Iteration 29Q: 3 clusters Score -2667628 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -2667638.250000 Penalty: 5013.779297
	Iteration 30Q: 3 clusters Score -2667638 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2667658.250000 Penalty: 5013.779297
	Iteration 31Q: 3 clusters Score -2667658 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -2667671.500000 Penalty: 5013.779297
	Iteration 32Q: 3 clusters Score -2667672 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2667694.250000 Penalty: 5013.779297
	Iteration 33Q: 3 clusters Score -2667694 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2667729.000000 Penalty: 5013.779297
	Iteration 34Q: 3 clusters Score -2667729 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2667747.000000 Penalty: 5013.779297
	Iteration 35Q: 3 clusters Score -2667747 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2667770.500000 Penalty: 5013.779297
	Iteration 36Q: 3 clusters Score -2667770 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -2667809.500000 Penalty: 5013.779297
	Iteration 37Q: 3 clusters Score -2667810 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -2667855.000000 Penalty: 5013.779297
	Iteration 38Q: 3 clusters Score -2667855 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2667883.500000 Penalty: 5013.779297
	Iteration 39Q: 3 clusters Score -2667884 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2667899.000000 Penalty: 5013.779297
	Iteration 40F: 3 clusters Score -2667899 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -2667941.000000 Penalty: 5013.779297
	Iteration 41Q: 3 clusters Score -2667941 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -2667987.000000 Penalty: 5013.779297
	Iteration 42Q: 3 clusters Score -2667987 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -2668031.000000 Penalty: 5013.779297
	Iteration 43Q: 3 clusters Score -2668031 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -2668071.500000 Penalty: 5013.779297
	Iteration 44Q: 3 clusters Score -2668072 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -2668126.000000 Penalty: 5013.779297
	Iteration 45Q: 3 clusters Score -2668126 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -2668164.000000 Penalty: 5013.779297
	Iteration 46Q: 3 clusters Score -2668164 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -2668194.500000 Penalty: 5013.779297
	Iteration 47Q: 3 clusters Score -2668194 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -2668228.250000 Penalty: 5013.779297
	Iteration 48Q: 3 clusters Score -2668228 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -2668267.500000 Penalty: 5013.779297
	Iteration 49Q: 3 clusters Score -2668268 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -2668304.750000 Penalty: 5013.779297
	Iteration 50Q: 3 clusters Score -2668305 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -2668331.500000 Penalty: 5013.779297
	Iteration 51Q: 3 clusters Score -2668332 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -2668350.250000 Penalty: 5013.779297
	Iteration 52Q: 3 clusters Score -2668350 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -2668380.250000 Penalty: 5013.779297
	Iteration 53Q: 3 clusters Score -2668380 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -2668391.750000 Penalty: 5013.779297
	Iteration 54Q: 3 clusters Score -2668392 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -2668411.000000 Penalty: 5013.779297
	Iteration 55Q: 3 clusters Score -2668411 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -2668435.250000 Penalty: 5013.779297
	Iteration 56Q: 3 clusters Score -2668435 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -2668450.000000 Penalty: 5013.779297
	Iteration 57Q: 3 clusters Score -2668450 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -2668455.000000 Penalty: 5013.779297
	Iteration 58Q: 3 clusters Score -2668455 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -2668470.250000 Penalty: 5013.779297
	Iteration 59Q: 3 clusters Score -2668470 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -2668475.000000 Penalty: 5013.779297
	Iteration 60F: 3 clusters Score -2668475 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -2668483.750000 Penalty: 5013.779297
	Iteration 61Q: 3 clusters Score -2668484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -2668487.500000 Penalty: 5013.779297
	Iteration 62Q: 3 clusters Score -2668488 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -2668495.000000 Penalty: 5013.779297
	Iteration 63Q: 3 clusters Score -2668495 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -2668497.500000 Penalty: 5013.779297
	Iteration 64Q: 3 clusters Score -2668498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -2668504.500000 Penalty: 5013.779297
	Iteration 65Q: 3 clusters Score -2668504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -2668508.250000 Penalty: 5013.779297
	Iteration 66Q: 3 clusters Score -2668508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -2668516.500000 Penalty: 5013.779297
	Iteration 67Q: 3 clusters Score -2668516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -2668520.000000 Penalty: 5013.779297
	Iteration 68Q: 3 clusters Score -2668520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -2668523.750000 Penalty: 5013.779297
	Iteration 69Q: 3 clusters Score -2668524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -2668522.250000 Penalty: 5013.779297
	Iteration 70Q: 3 clusters Score -2668522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -2668530.750000 Penalty: 5013.779297
	Iteration 71Q: 3 clusters Score -2668531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -2668531.750000 Penalty: 5013.779297
	Iteration 72Q: 3 clusters Score -2668532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -2668528.500000 Penalty: 5013.779297
	Iteration 73Q: 3 clusters Score -2668528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -2668530.250000 Penalty: 5013.779297
	Iteration 74Q: 3 clusters Score -2668530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -2668532.750000 Penalty: 5013.779297
	Iteration 75Q: 3 clusters Score -2668533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -2668537.250000 Penalty: 5013.779297
	Iteration 76Q: 3 clusters Score -2668537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -2668539.250000 Penalty: 5013.779297
	Iteration 77Q: 3 clusters Score -2668539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -2668542.000000 Penalty: 5013.779297
	Iteration 78Q: 3 clusters Score -2668542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -2668549.000000 Penalty: 5013.779297
	Iteration 79Q: 3 clusters Score -2668549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -2668545.500000 Penalty: 5013.779297
	Iteration 80F: 3 clusters Score -2668546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -2668545.250000 Penalty: 5013.779297
	Iteration 81Q: 3 clusters Score -2668545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -2668552.750000 Penalty: 5013.779297
	Iteration 82Q: 3 clusters Score -2668553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -2668553.250000 Penalty: 5013.779297
	Iteration 83Q: 3 clusters Score -2668553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -2668555.250000 Penalty: 5013.779297
	Iteration 84Q: 3 clusters Score -2668555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -2668548.250000 Penalty: 5013.779297
	Iteration 85Q: 3 clusters Score -2668548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -2668562.250000 Penalty: 5013.779297
	Iteration 86Q: 3 clusters Score -2668562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -2668561.000000 Penalty: 5013.779297
	Iteration 87Q: 3 clusters Score -2668561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -2668565.250000 Penalty: 5013.779297
	Iteration 88Q: 3 clusters Score -2668565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -2668563.250000 Penalty: 5013.779297
	Iteration 89Q: 3 clusters Score -2668563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -2668561.500000 Penalty: 5013.779297
	Iteration 90Q: 3 clusters Score -2668562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -2668560.250000 Penalty: 5013.779297
	Iteration 91Q: 3 clusters Score -2668560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -2668561.750000 Penalty: 5013.779297
	Iteration 92Q: 3 clusters Score -2668562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -2668564.000000 Penalty: 5013.779297
	Iteration 93Q: 3 clusters Score -2668564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -2668565.750000 Penalty: 5013.779297
	Iteration 94Q: 3 clusters Score -2668566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -2668565.750000 Penalty: 5013.779297
	Iteration 95F: 3 clusters Score -2668566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -109773.000000 Penalty: 1711.630859
	Iteration 0F: 2 clusters Score -109773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -107851.335938 Penalty: 3423.261719
	Iteration 0F: 3 clusters Score -107851.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -108085.898438 Penalty: 3423.261719
	Iteration 1F: 3 clusters Score -108085.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -108143.585938 Penalty: 3423.261719
	Iteration 2F: 3 clusters Score -108143.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -108161.218750 Penalty: 3423.261719
	Iteration 3Q: 3 clusters Score -108161.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -108176.601562 Penalty: 3423.261719
	Iteration 4Q: 3 clusters Score -108176.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -108180.359375 Penalty: 3423.261719
	Iteration 5Q: 3 clusters Score -108180.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -108182.007812 Penalty: 3423.261719
	Iteration 6Q: 3 clusters Score -108182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -108185.539062 Penalty: 3423.261719
	Iteration 7Q: 3 clusters Score -108185.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -108187.531250 Penalty: 3423.261719
	Iteration 8Q: 3 clusters Score -108187.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -108187.531250 Penalty: 3423.261719
	Iteration 9F: 3 clusters Score -108187.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Entering Unmasked Estep 
Score: -1561044.625000 Penalty: 2370.812744
	Iteration 0F: 2 clusters Score -1561045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1550778.500000 Penalty: 4741.625488
	Iteration 0F: 3 clusters Score -1550778 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1554074.875000 Penalty: 4741.625488
	Iteration 1F: 3 clusters Score -1554075 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1554609.625000 Penalty: 4741.625488
	Iteration 2F: 3 clusters Score -1554610 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1555142.375000 Penalty: 4741.625488
	Iteration 3F: 3 clusters Score -1555142 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1555647.500000 Penalty: 4741.625488
	Iteration 4F: 3 clusters Score -1555648 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1556164.625000 Penalty: 4741.625488
	Iteration 5F: 3 clusters Score -1556165 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1556718.625000 Penalty: 4741.625488
	Iteration 6F: 3 clusters Score -1556719 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1557203.625000 Penalty: 4741.625488
	Iteration 7Q: 3 clusters Score -1557204 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1557571.375000 Penalty: 4741.625488
	Iteration 8Q: 3 clusters Score -1557571 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1557852.375000 Penalty: 4741.625488
	Iteration 9Q: 3 clusters Score -1557852 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1558078.500000 Penalty: 4741.625488
	Iteration 10Q: 3 clusters Score -1558078 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1558287.250000 Penalty: 4741.625488
	Iteration 11Q: 3 clusters Score -1558287 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1558455.000000 Penalty: 4741.625488
	Iteration 12Q: 3 clusters Score -1558455 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1558615.875000 Penalty: 4741.625488
	Iteration 13Q: 3 clusters Score -1558616 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1558737.375000 Penalty: 4741.625488
	Iteration 14Q: 3 clusters Score -1558737 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1558817.000000 Penalty: 4741.625488
	Iteration 15Q: 3 clusters Score -1558817 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1558866.500000 Penalty: 4741.625488
	Iteration 16Q: 3 clusters Score -1558866 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1558915.375000 Penalty: 4741.625488
	Iteration 17Q: 3 clusters Score -1558915 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1558959.750000 Penalty: 4741.625488
	Iteration 18Q: 3 clusters Score -1558960 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1558980.125000 Penalty: 4741.625488
	Iteration 19Q: 3 clusters Score -1558980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1559001.250000 Penalty: 4741.625488
	Iteration 20F: 3 clusters Score -1559001 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1559013.625000 Penalty: 4741.625488
	Iteration 21Q: 3 clusters Score -1559014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1559026.750000 Penalty: 4741.625488
	Iteration 22Q: 3 clusters Score -1559027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1559030.500000 Penalty: 4741.625488
	Iteration 23Q: 3 clusters Score -1559030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1559043.375000 Penalty: 4741.625488
	Iteration 24Q: 3 clusters Score -1559043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1559047.875000 Penalty: 4741.625488
	Iteration 25Q: 3 clusters Score -1559048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1559054.125000 Penalty: 4741.625488
	Iteration 26Q: 3 clusters Score -1559054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1559061.750000 Penalty: 4741.625488
	Iteration 27Q: 3 clusters Score -1559062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1559067.375000 Penalty: 4741.625488
	Iteration 28Q: 3 clusters Score -1559067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1559074.625000 Penalty: 4741.625488
	Iteration 29Q: 3 clusters Score -1559075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1559080.125000 Penalty: 4741.625488
	Iteration 30Q: 3 clusters Score -1559080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1559079.500000 Penalty: 4741.625488
	Iteration 31Q: 3 clusters Score -1559080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1559084.750000 Penalty: 4741.625488
	Iteration 32Q: 3 clusters Score -1559085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1559083.250000 Penalty: 4741.625488
	Iteration 33Q: 3 clusters Score -1559083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1559085.125000 Penalty: 4741.625488
	Iteration 34Q: 3 clusters Score -1559085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1559085.125000 Penalty: 4741.625488
	Iteration 35F: 3 clusters Score -1559085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Entering Unmasked Estep 
Score: -555666.000000 Penalty: 2120.603760
	Iteration 0F: 2 clusters Score -555666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -551004.375000 Penalty: 4241.207520
	Iteration 0F: 3 clusters Score -551004.4 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -552132.125000 Penalty: 4241.207520
	Iteration 1F: 3 clusters Score -552132.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -552321.437500 Penalty: 4241.207520
	Iteration 2F: 3 clusters Score -552321.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -552441.250000 Penalty: 4241.207520
	Iteration 3Q: 3 clusters Score -552441.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -552528.062500 Penalty: 4241.207520
	Iteration 4Q: 3 clusters Score -552528.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -552581.000000 Penalty: 4241.207520
	Iteration 5Q: 3 clusters Score -552581 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -552619.937500 Penalty: 4241.207520
	Iteration 6Q: 3 clusters Score -552619.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -552652.500000 Penalty: 4241.207520
	Iteration 7Q: 3 clusters Score -552652.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -552678.937500 Penalty: 4241.207520
	Iteration 8Q: 3 clusters Score -552678.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -552707.000000 Penalty: 4241.207520
	Iteration 9Q: 3 clusters Score -552707 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -552729.625000 Penalty: 4241.207520
	Iteration 10Q: 3 clusters Score -552729.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -552753.125000 Penalty: 4241.207520
	Iteration 11Q: 3 clusters Score -552753.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -552772.625000 Penalty: 4241.207520
	Iteration 12Q: 3 clusters Score -552772.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -552786.625000 Penalty: 4241.207520
	Iteration 13Q: 3 clusters Score -552786.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -552802.812500 Penalty: 4241.207520
	Iteration 14Q: 3 clusters Score -552802.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -552818.500000 Penalty: 4241.207520
	Iteration 15Q: 3 clusters Score -552818.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -552828.125000 Penalty: 4241.207520
	Iteration 16Q: 3 clusters Score -552828.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -552840.625000 Penalty: 4241.207520
	Iteration 17Q: 3 clusters Score -552840.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -552851.375000 Penalty: 4241.207520
	Iteration 18Q: 3 clusters Score -552851.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -552859.125000 Penalty: 4241.207520
	Iteration 19Q: 3 clusters Score -552859.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -552866.812500 Penalty: 4241.207520
	Iteration 20F: 3 clusters Score -552866.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -552874.312500 Penalty: 4241.207520
	Iteration 21Q: 3 clusters Score -552874.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -552879.000000 Penalty: 4241.207520
	Iteration 22Q: 3 clusters Score -552879 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -552886.625000 Penalty: 4241.207520
	Iteration 23Q: 3 clusters Score -552886.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -552893.937500 Penalty: 4241.207520
	Iteration 24Q: 3 clusters Score -552893.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -552901.687500 Penalty: 4241.207520
	Iteration 25Q: 3 clusters Score -552901.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -552916.375000 Penalty: 4241.207520
	Iteration 26Q: 3 clusters Score -552916.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -552925.812500 Penalty: 4241.207520
	Iteration 27Q: 3 clusters Score -552925.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -552941.437500 Penalty: 4241.207520
	Iteration 28Q: 3 clusters Score -552941.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -552960.687500 Penalty: 4241.207520
	Iteration 29Q: 3 clusters Score -552960.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -552979.687500 Penalty: 4241.207520
	Iteration 30Q: 3 clusters Score -552979.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -553004.625000 Penalty: 4241.207520
	Iteration 31Q: 3 clusters Score -553004.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -553027.812500 Penalty: 4241.207520
	Iteration 32Q: 3 clusters Score -553027.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -553052.187500 Penalty: 4241.207520
	Iteration 33Q: 3 clusters Score -553052.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -553068.250000 Penalty: 4241.207520
	Iteration 34Q: 3 clusters Score -553068.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -553087.187500 Penalty: 4241.207520
	Iteration 35Q: 3 clusters Score -553087.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -553100.812500 Penalty: 4241.207520
	Iteration 36Q: 3 clusters Score -553100.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -553122.687500 Penalty: 4241.207520
	Iteration 37Q: 3 clusters Score -553122.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -553142.000000 Penalty: 4241.207520
	Iteration 38Q: 3 clusters Score -553142 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -553165.937500 Penalty: 4241.207520
	Iteration 39Q: 3 clusters Score -553165.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -553194.062500 Penalty: 4241.207520
	Iteration 40F: 3 clusters Score -553194.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -553230.812500 Penalty: 4241.207520
	Iteration 41Q: 3 clusters Score -553230.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -553267.500000 Penalty: 4241.207520
	Iteration 42Q: 3 clusters Score -553267.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -553301.562500 Penalty: 4241.207520
	Iteration 43Q: 3 clusters Score -553301.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -553331.375000 Penalty: 4241.207520
	Iteration 44Q: 3 clusters Score -553331.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -553371.687500 Penalty: 4241.207520
	Iteration 45Q: 3 clusters Score -553371.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -553399.812500 Penalty: 4241.207520
	Iteration 46Q: 3 clusters Score -553399.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -553423.750000 Penalty: 4241.207520
	Iteration 47Q: 3 clusters Score -553423.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -553450.250000 Penalty: 4241.207520
	Iteration 48Q: 3 clusters Score -553450.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -553477.187500 Penalty: 4241.207520
	Iteration 49Q: 3 clusters Score -553477.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -553505.937500 Penalty: 4241.207520
	Iteration 50Q: 3 clusters Score -553505.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -553533.500000 Penalty: 4241.207520
	Iteration 51Q: 3 clusters Score -553533.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -553556.500000 Penalty: 4241.207520
	Iteration 52Q: 3 clusters Score -553556.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -553572.250000 Penalty: 4241.207520
	Iteration 53Q: 3 clusters Score -553572.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -553589.875000 Penalty: 4241.207520
	Iteration 54Q: 3 clusters Score -553589.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -553608.937500 Penalty: 4241.207520
	Iteration 55Q: 3 clusters Score -553608.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -553625.437500 Penalty: 4241.207520
	Iteration 56Q: 3 clusters Score -553625.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -553642.062500 Penalty: 4241.207520
	Iteration 57Q: 3 clusters Score -553642.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -553660.750000 Penalty: 4241.207520
	Iteration 58Q: 3 clusters Score -553660.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -553682.062500 Penalty: 4241.207520
	Iteration 59Q: 3 clusters Score -553682.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -553702.437500 Penalty: 4241.207520
	Iteration 60F: 3 clusters Score -553702.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -553717.000000 Penalty: 4241.207520
	Iteration 61Q: 3 clusters Score -553717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -553732.500000 Penalty: 4241.207520
	Iteration 62Q: 3 clusters Score -553732.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -553746.312500 Penalty: 4241.207520
	Iteration 63Q: 3 clusters Score -553746.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -553764.437500 Penalty: 4241.207520
	Iteration 64Q: 3 clusters Score -553764.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -553781.687500 Penalty: 4241.207520
	Iteration 65Q: 3 clusters Score -553781.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -553787.937500 Penalty: 4241.207520
	Iteration 66Q: 3 clusters Score -553787.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -553795.312500 Penalty: 4241.207520
	Iteration 67Q: 3 clusters Score -553795.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -553801.312500 Penalty: 4241.207520
	Iteration 68Q: 3 clusters Score -553801.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -553807.062500 Penalty: 4241.207520
	Iteration 69Q: 3 clusters Score -553807.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -553807.562500 Penalty: 4241.207520
	Iteration 70Q: 3 clusters Score -553807.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -553808.437500 Penalty: 4241.207520
	Iteration 71Q: 3 clusters Score -553808.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -553808.437500 Penalty: 4241.207520
	Iteration 72F: 3 clusters Score -553808.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Entering Unmasked Estep 
Score: -943310.750000 Penalty: 2279.785889
	Iteration 0F: 2 clusters Score -943310.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -935836.312500 Penalty: 4559.571777
	Iteration 0F: 3 clusters Score -935836.3 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -938182.187500 Penalty: 4559.571777
	Iteration 1F: 3 clusters Score -938182.2 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -938576.687500 Penalty: 4559.571777
	Iteration 2F: 3 clusters Score -938576.7 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -938893.750000 Penalty: 4559.571777
	Iteration 3F: 3 clusters Score -938893.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -939169.062500 Penalty: 4559.571777
	Iteration 4F: 3 clusters Score -939169.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -939414.125000 Penalty: 4559.571777
	Iteration 5Q: 3 clusters Score -939414.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -939656.312500 Penalty: 4559.571777
	Iteration 6Q: 3 clusters Score -939656.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -939872.625000 Penalty: 4559.571777
	Iteration 7Q: 3 clusters Score -939872.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -940098.750000 Penalty: 4559.571777
	Iteration 8Q: 3 clusters Score -940098.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -940297.312500 Penalty: 4559.571777
	Iteration 9Q: 3 clusters Score -940297.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -940492.125000 Penalty: 4559.571777
	Iteration 10Q: 3 clusters Score -940492.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -940653.937500 Penalty: 4559.571777
	Iteration 11Q: 3 clusters Score -940653.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -940806.250000 Penalty: 4559.571777
	Iteration 12Q: 3 clusters Score -940806.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -940974.375000 Penalty: 4559.571777
	Iteration 13Q: 3 clusters Score -940974.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -941125.687500 Penalty: 4559.571777
	Iteration 14Q: 3 clusters Score -941125.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -941281.750000 Penalty: 4559.571777
	Iteration 15Q: 3 clusters Score -941281.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -941415.625000 Penalty: 4559.571777
	Iteration 16Q: 3 clusters Score -941415.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -941503.687500 Penalty: 4559.571777
	Iteration 17Q: 3 clusters Score -941503.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -941580.562500 Penalty: 4559.571777
	Iteration 18Q: 3 clusters Score -941580.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -941654.187500 Penalty: 4559.571777
	Iteration 19Q: 3 clusters Score -941654.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -941729.187500 Penalty: 4559.571777
	Iteration 20F: 3 clusters Score -941729.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -941814.437500 Penalty: 4559.571777
	Iteration 21Q: 3 clusters Score -941814.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -941885.000000 Penalty: 4559.571777
	Iteration 22Q: 3 clusters Score -941885 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -941928.062500 Penalty: 4559.571777
	Iteration 23Q: 3 clusters Score -941928.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -941959.562500 Penalty: 4559.571777
	Iteration 24Q: 3 clusters Score -941959.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -941979.687500 Penalty: 4559.571777
	Iteration 25Q: 3 clusters Score -941979.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -941992.812500 Penalty: 4559.571777
	Iteration 26Q: 3 clusters Score -941992.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -942003.812500 Penalty: 4559.571777
	Iteration 27Q: 3 clusters Score -942003.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -942014.437500 Penalty: 4559.571777
	Iteration 28Q: 3 clusters Score -942014.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -942021.937500 Penalty: 4559.571777
	Iteration 29Q: 3 clusters Score -942021.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -942029.187500 Penalty: 4559.571777
	Iteration 30Q: 3 clusters Score -942029.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -942031.437500 Penalty: 4559.571777
	Iteration 31Q: 3 clusters Score -942031.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -942036.625000 Penalty: 4559.571777
	Iteration 32Q: 3 clusters Score -942036.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -942041.000000 Penalty: 4559.571777
	Iteration 33Q: 3 clusters Score -942041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -942044.375000 Penalty: 4559.571777
	Iteration 34Q: 3 clusters Score -942044.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -942044.437500 Penalty: 4559.571777
	Iteration 35Q: 3 clusters Score -942044.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -942045.187500 Penalty: 4559.571777
	Iteration 36Q: 3 clusters Score -942045.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -942046.187500 Penalty: 4559.571777
	Iteration 37Q: 3 clusters Score -942046.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -942046.812500 Penalty: 4559.571777
	Iteration 38Q: 3 clusters Score -942046.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -942048.500000 Penalty: 4559.571777
	Iteration 39Q: 3 clusters Score -942048.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -942050.000000 Penalty: 4559.571777
	Iteration 40F: 3 clusters Score -942050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Entering Unmasked Estep 
Score: -503596.468750 Penalty: 2121.799805
	Iteration 0F: 2 clusters Score -503596.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -499016.187500 Penalty: 4243.599609
	Iteration 0F: 3 clusters Score -499016.2 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -500174.093750 Penalty: 4243.599609
	Iteration 1F: 3 clusters Score -500174.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -500439.218750 Penalty: 4243.599609
	Iteration 2F: 3 clusters Score -500439.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -500634.031250 Penalty: 4243.599609
	Iteration 3F: 3 clusters Score -500634 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -500770.062500 Penalty: 4243.599609
	Iteration 4Q: 3 clusters Score -500770.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -500862.343750 Penalty: 4243.599609
	Iteration 5Q: 3 clusters Score -500862.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -500955.500000 Penalty: 4243.599609
	Iteration 6Q: 3 clusters Score -500955.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -501057.906250 Penalty: 4243.599609
	Iteration 7Q: 3 clusters Score -501057.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -501159.968750 Penalty: 4243.599609
	Iteration 8Q: 3 clusters Score -501160 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -501258.625000 Penalty: 4243.599609
	Iteration 9Q: 3 clusters Score -501258.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -501341.437500 Penalty: 4243.599609
	Iteration 10Q: 3 clusters Score -501341.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -501430.125000 Penalty: 4243.599609
	Iteration 11Q: 3 clusters Score -501430.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -501527.781250 Penalty: 4243.599609
	Iteration 12Q: 3 clusters Score -501527.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -501642.593750 Penalty: 4243.599609
	Iteration 13Q: 3 clusters Score -501642.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -501744.687500 Penalty: 4243.599609
	Iteration 14Q: 3 clusters Score -501744.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -501850.093750 Penalty: 4243.599609
	Iteration 15Q: 3 clusters Score -501850.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -501937.375000 Penalty: 4243.599609
	Iteration 16Q: 3 clusters Score -501937.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -501995.562500 Penalty: 4243.599609
	Iteration 17Q: 3 clusters Score -501995.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -502027.500000 Penalty: 4243.599609
	Iteration 18Q: 3 clusters Score -502027.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -502047.906250 Penalty: 4243.599609
	Iteration 19Q: 3 clusters Score -502047.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -502062.750000 Penalty: 4243.599609
	Iteration 20F: 3 clusters Score -502062.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -502074.125000 Penalty: 4243.599609
	Iteration 21Q: 3 clusters Score -502074.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -502084.218750 Penalty: 4243.599609
	Iteration 22Q: 3 clusters Score -502084.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -502092.468750 Penalty: 4243.599609
	Iteration 23Q: 3 clusters Score -502092.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -502100.031250 Penalty: 4243.599609
	Iteration 24Q: 3 clusters Score -502100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -502105.500000 Penalty: 4243.599609
	Iteration 25Q: 3 clusters Score -502105.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -502111.125000 Penalty: 4243.599609
	Iteration 26Q: 3 clusters Score -502111.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -502120.437500 Penalty: 4243.599609
	Iteration 27Q: 3 clusters Score -502120.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -502125.468750 Penalty: 4243.599609
	Iteration 28Q: 3 clusters Score -502125.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -502127.250000 Penalty: 4243.599609
	Iteration 29Q: 3 clusters Score -502127.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -502127.625000 Penalty: 4243.599609
	Iteration 30Q: 3 clusters Score -502127.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -502129.375000 Penalty: 4243.599609
	Iteration 31Q: 3 clusters Score -502129.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -502128.375000 Penalty: 4243.599609
	Iteration 32Q: 3 clusters Score -502128.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -502128.375000 Penalty: 4243.599609
	Iteration 33F: 3 clusters Score -502128.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Entering Unmasked Estep 
Score: -1721808.125000 Penalty: 2401.298096
	Iteration 0F: 2 clusters Score -1721808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1710263.000000 Penalty: 4802.596191
	Iteration 0F: 3 clusters Score -1710263 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1714010.500000 Penalty: 4802.596191
	Iteration 1F: 3 clusters Score -1714010 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1714539.625000 Penalty: 4802.596191
	Iteration 2F: 3 clusters Score -1714540 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1715028.750000 Penalty: 4802.596191
	Iteration 3F: 3 clusters Score -1715029 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1715562.500000 Penalty: 4802.596191
	Iteration 4F: 3 clusters Score -1715562 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1716127.750000 Penalty: 4802.596191
	Iteration 5F: 3 clusters Score -1716128 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1716765.250000 Penalty: 4802.596191
	Iteration 6F: 3 clusters Score -1716765 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1717394.875000 Penalty: 4802.596191
	Iteration 7F: 3 clusters Score -1717395 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1717928.500000 Penalty: 4802.596191
	Iteration 8F: 3 clusters Score -1717928 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1718377.250000 Penalty: 4802.596191
	Iteration 9Q: 3 clusters Score -1718377 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1718756.750000 Penalty: 4802.596191
	Iteration 10Q: 3 clusters Score -1718757 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1719037.000000 Penalty: 4802.596191
	Iteration 11Q: 3 clusters Score -1719037 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1719209.625000 Penalty: 4802.596191
	Iteration 12Q: 3 clusters Score -1719210 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1719362.000000 Penalty: 4802.596191
	Iteration 13Q: 3 clusters Score -1719362 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1719498.875000 Penalty: 4802.596191
	Iteration 14Q: 3 clusters Score -1719499 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1719598.375000 Penalty: 4802.596191
	Iteration 15Q: 3 clusters Score -1719598 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1719682.750000 Penalty: 4802.596191
	Iteration 16Q: 3 clusters Score -1719683 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1719751.625000 Penalty: 4802.596191
	Iteration 17Q: 3 clusters Score -1719752 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1719789.375000 Penalty: 4802.596191
	Iteration 18Q: 3 clusters Score -1719789 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1719814.375000 Penalty: 4802.596191
	Iteration 19Q: 3 clusters Score -1719814 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1719840.750000 Penalty: 4802.596191
	Iteration 20F: 3 clusters Score -1719841 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1719850.500000 Penalty: 4802.596191
	Iteration 21Q: 3 clusters Score -1719850 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1719864.250000 Penalty: 4802.596191
	Iteration 22Q: 3 clusters Score -1719864 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1719869.750000 Penalty: 4802.596191
	Iteration 23Q: 3 clusters Score -1719870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1719877.750000 Penalty: 4802.596191
	Iteration 24Q: 3 clusters Score -1719878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1719882.375000 Penalty: 4802.596191
	Iteration 25Q: 3 clusters Score -1719882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1719882.500000 Penalty: 4802.596191
	Iteration 26Q: 3 clusters Score -1719882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1719884.500000 Penalty: 4802.596191
	Iteration 27Q: 3 clusters Score -1719884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1719884.500000 Penalty: 4802.596191
	Iteration 28Q: 3 clusters Score -1719884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1719887.250000 Penalty: 4802.596191
	Iteration 29Q: 3 clusters Score -1719887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1719887.250000 Penalty: 4802.596191
	Iteration 30Q: 3 clusters Score -1719887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1719885.625000 Penalty: 4802.596191
	Iteration 31Q: 3 clusters Score -1719886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1719886.500000 Penalty: 4802.596191
	Iteration 32Q: 3 clusters Score -1719886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1719887.000000 Penalty: 4802.596191
	Iteration 33Q: 3 clusters Score -1719887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1719889.375000 Penalty: 4802.596191
	Iteration 34Q: 3 clusters Score -1719889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1719886.000000 Penalty: 4802.596191
	Iteration 35Q: 3 clusters Score -1719886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1719886.500000 Penalty: 4802.596191
	Iteration 36Q: 3 clusters Score -1719886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1719886.500000 Penalty: 4802.596191
	Iteration 37Q: 3 clusters Score -1719886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1719886.375000 Penalty: 4802.596191
	Iteration 38Q: 3 clusters Score -1719886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1719884.250000 Penalty: 4802.596191
	Iteration 39Q: 3 clusters Score -1719884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1719889.250000 Penalty: 4802.596191
	Iteration 40F: 3 clusters Score -1719889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1719889.625000 Penalty: 4802.596191
	Iteration 41Q: 3 clusters Score -1719890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1719895.250000 Penalty: 4802.596191
	Iteration 42Q: 3 clusters Score -1719895 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1719895.625000 Penalty: 4802.596191
	Iteration 43Q: 3 clusters Score -1719896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1719897.500000 Penalty: 4802.596191
	Iteration 44Q: 3 clusters Score -1719898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1719899.000000 Penalty: 4802.596191
	Iteration 45Q: 3 clusters Score -1719899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1719901.500000 Penalty: 4802.596191
	Iteration 46Q: 3 clusters Score -1719902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1719901.125000 Penalty: 4802.596191
	Iteration 47Q: 3 clusters Score -1719901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1719902.375000 Penalty: 4802.596191
	Iteration 48Q: 3 clusters Score -1719902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1719903.000000 Penalty: 4802.596191
	Iteration 49Q: 3 clusters Score -1719903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1719902.875000 Penalty: 4802.596191
	Iteration 50Q: 3 clusters Score -1719903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1719899.375000 Penalty: 4802.596191
	Iteration 51Q: 3 clusters Score -1719899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1719896.125000 Penalty: 4802.596191
	Iteration 52Q: 3 clusters Score -1719896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1719899.125000 Penalty: 4802.596191
	Iteration 53Q: 3 clusters Score -1719899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1719897.625000 Penalty: 4802.596191
	Iteration 54Q: 3 clusters Score -1719898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1719897.625000 Penalty: 4802.596191
	Iteration 55F: 3 clusters Score -1719898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Entering Unmasked Estep 
Score: -207451.093750 Penalty: 2011.683838
	Iteration 0F: 2 clusters Score -207451.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -204042.593750 Penalty: 4023.367676
	Iteration 0F: 3 clusters Score -204042.6 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -204909.968750 Penalty: 4023.367676
	Iteration 1F: 3 clusters Score -204910 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -205220.859375 Penalty: 4023.367676
	Iteration 2F: 3 clusters Score -205220.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -205488.859375 Penalty: 4023.367676
	Iteration 3F: 3 clusters Score -205488.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -205757.281250 Penalty: 4023.367676
	Iteration 4F: 3 clusters Score -205757.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -206058.437500 Penalty: 4023.367676
	Iteration 5F: 3 clusters Score -206058.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -206336.406250 Penalty: 4023.367676
	Iteration 6F: 3 clusters Score -206336.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -206508.671875 Penalty: 4023.367676
	Iteration 7F: 3 clusters Score -206508.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -206633.671875 Penalty: 4023.367676
	Iteration 8Q: 3 clusters Score -206633.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -206692.078125 Penalty: 4023.367676
	Iteration 9Q: 3 clusters Score -206692.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -206720.218750 Penalty: 4023.367676
	Iteration 10Q: 3 clusters Score -206720.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -206735.593750 Penalty: 4023.367676
	Iteration 11Q: 3 clusters Score -206735.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -206748.859375 Penalty: 4023.367676
	Iteration 12Q: 3 clusters Score -206748.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -206754.765625 Penalty: 4023.367676
	Iteration 13Q: 3 clusters Score -206754.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -206757.609375 Penalty: 4023.367676
	Iteration 14Q: 3 clusters Score -206757.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -206759.500000 Penalty: 4023.367676
	Iteration 15Q: 3 clusters Score -206759.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -206761.203125 Penalty: 4023.367676
	Iteration 16Q: 3 clusters Score -206761.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -206763.109375 Penalty: 4023.367676
	Iteration 17Q: 3 clusters Score -206763.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -206764.140625 Penalty: 4023.367676
	Iteration 18Q: 3 clusters Score -206764.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -206765.109375 Penalty: 4023.367676
	Iteration 19Q: 3 clusters Score -206765.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -206765.921875 Penalty: 4023.367676
	Iteration 20F: 3 clusters Score -206765.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -206766.546875 Penalty: 4023.367676
	Iteration 21Q: 3 clusters Score -206766.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -206766.546875 Penalty: 4023.367676
	Iteration 22F: 3 clusters Score -206766.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Entering Unmasked Estep 
Score: -914121.437500 Penalty: 2241.956055
	Iteration 0F: 2 clusters Score -914121.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -907361.437500 Penalty: 4483.912109
	Iteration 0F: 3 clusters Score -907361.4 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -909205.625000 Penalty: 4483.912109
	Iteration 1F: 3 clusters Score -909205.6 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -909518.125000 Penalty: 4483.912109
	Iteration 2F: 3 clusters Score -909518.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -909731.250000 Penalty: 4483.912109
	Iteration 3F: 3 clusters Score -909731.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -909894.687500 Penalty: 4483.912109
	Iteration 4Q: 3 clusters Score -909894.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -910041.812500 Penalty: 4483.912109
	Iteration 5Q: 3 clusters Score -910041.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -910199.875000 Penalty: 4483.912109
	Iteration 6Q: 3 clusters Score -910199.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -910367.437500 Penalty: 4483.912109
	Iteration 7Q: 3 clusters Score -910367.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -910530.187500 Penalty: 4483.912109
	Iteration 8Q: 3 clusters Score -910530.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -910691.875000 Penalty: 4483.912109
	Iteration 9Q: 3 clusters Score -910691.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -910855.812500 Penalty: 4483.912109
	Iteration 10Q: 3 clusters Score -910855.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -911037.437500 Penalty: 4483.912109
	Iteration 11Q: 3 clusters Score -911037.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -911203.812500 Penalty: 4483.912109
	Iteration 12Q: 3 clusters Score -911203.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -911364.437500 Penalty: 4483.912109
	Iteration 13Q: 3 clusters Score -911364.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -911547.562500 Penalty: 4483.912109
	Iteration 14Q: 3 clusters Score -911547.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -911775.875000 Penalty: 4483.912109
	Iteration 15Q: 3 clusters Score -911775.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -911970.000000 Penalty: 4483.912109
	Iteration 16Q: 3 clusters Score -911970 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -912182.812500 Penalty: 4483.912109
	Iteration 17Q: 3 clusters Score -912182.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -912369.812500 Penalty: 4483.912109
	Iteration 18Q: 3 clusters Score -912369.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -912528.437500 Penalty: 4483.912109
	Iteration 19Q: 3 clusters Score -912528.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -912637.500000 Penalty: 4483.912109
	Iteration 20F: 3 clusters Score -912637.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -912710.812500 Penalty: 4483.912109
	Iteration 21Q: 3 clusters Score -912710.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -912765.000000 Penalty: 4483.912109
	Iteration 22Q: 3 clusters Score -912765 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -912815.437500 Penalty: 4483.912109
	Iteration 23Q: 3 clusters Score -912815.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -912857.625000 Penalty: 4483.912109
	Iteration 24Q: 3 clusters Score -912857.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -912886.750000 Penalty: 4483.912109
	Iteration 25Q: 3 clusters Score -912886.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -912910.562500 Penalty: 4483.912109
	Iteration 26Q: 3 clusters Score -912910.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -912924.500000 Penalty: 4483.912109
	Iteration 27Q: 3 clusters Score -912924.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -912939.937500 Penalty: 4483.912109
	Iteration 28Q: 3 clusters Score -912939.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -912949.000000 Penalty: 4483.912109
	Iteration 29Q: 3 clusters Score -912949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -912955.375000 Penalty: 4483.912109
	Iteration 30Q: 3 clusters Score -912955.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -912958.500000 Penalty: 4483.912109
	Iteration 31Q: 3 clusters Score -912958.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -912963.250000 Penalty: 4483.912109
	Iteration 32Q: 3 clusters Score -912963.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -912965.750000 Penalty: 4483.912109
	Iteration 33Q: 3 clusters Score -912965.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -912967.875000 Penalty: 4483.912109
	Iteration 34Q: 3 clusters Score -912967.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -912973.187500 Penalty: 4483.912109
	Iteration 35Q: 3 clusters Score -912973.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -912979.437500 Penalty: 4483.912109
	Iteration 36Q: 3 clusters Score -912979.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -912985.250000 Penalty: 4483.912109
	Iteration 37Q: 3 clusters Score -912985.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -912992.750000 Penalty: 4483.912109
	Iteration 38Q: 3 clusters Score -912992.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -913003.375000 Penalty: 4483.912109
	Iteration 39Q: 3 clusters Score -913003.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -913010.562500 Penalty: 4483.912109
	Iteration 40F: 3 clusters Score -913010.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -913014.625000 Penalty: 4483.912109
	Iteration 41Q: 3 clusters Score -913014.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -913020.500000 Penalty: 4483.912109
	Iteration 42Q: 3 clusters Score -913020.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -913031.875000 Penalty: 4483.912109
	Iteration 43Q: 3 clusters Score -913031.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -913040.375000 Penalty: 4483.912109
	Iteration 44Q: 3 clusters Score -913040.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -913048.625000 Penalty: 4483.912109
	Iteration 45Q: 3 clusters Score -913048.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -913052.187500 Penalty: 4483.912109
	Iteration 46Q: 3 clusters Score -913052.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -913051.562500 Penalty: 4483.912109
	Iteration 47Q: 3 clusters Score -913051.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -913053.937500 Penalty: 4483.912109
	Iteration 48Q: 3 clusters Score -913053.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -913053.812500 Penalty: 4483.912109
	Iteration 49Q: 3 clusters Score -913053.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -913053.812500 Penalty: 4483.912109
	Iteration 50F: 3 clusters Score -913053.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Entering Unmasked Estep 
Score: -1016522.437500 Penalty: 2315.765869
	Iteration 0F: 2 clusters Score -1016522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1008063.937500 Penalty: 4631.531738
	Iteration 0F: 3 clusters Score -1008064 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1010727.375000 Penalty: 4631.531738
	Iteration 1F: 3 clusters Score -1010727 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1011109.187500 Penalty: 4631.531738
	Iteration 2F: 3 clusters Score -1011109 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1011390.125000 Penalty: 4631.531738
	Iteration 3F: 3 clusters Score -1011390 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1011652.500000 Penalty: 4631.531738
	Iteration 4Q: 3 clusters Score -1011652 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1011874.250000 Penalty: 4631.531738
	Iteration 5Q: 3 clusters Score -1011874 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1012069.750000 Penalty: 4631.531738
	Iteration 6Q: 3 clusters Score -1012070 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1012265.375000 Penalty: 4631.531738
	Iteration 7Q: 3 clusters Score -1012265 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1012470.500000 Penalty: 4631.531738
	Iteration 8Q: 3 clusters Score -1012470 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1012649.937500 Penalty: 4631.531738
	Iteration 9Q: 3 clusters Score -1012650 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1012808.625000 Penalty: 4631.531738
	Iteration 10Q: 3 clusters Score -1012809 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1012952.812500 Penalty: 4631.531738
	Iteration 11Q: 3 clusters Score -1012953 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1013086.500000 Penalty: 4631.531738
	Iteration 12Q: 3 clusters Score -1013086 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1013201.562500 Penalty: 4631.531738
	Iteration 13Q: 3 clusters Score -1013202 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1013288.437500 Penalty: 4631.531738
	Iteration 14Q: 3 clusters Score -1013288 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1013362.625000 Penalty: 4631.531738
	Iteration 15Q: 3 clusters Score -1013363 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1013421.562500 Penalty: 4631.531738
	Iteration 16Q: 3 clusters Score -1013422 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1013470.125000 Penalty: 4631.531738
	Iteration 17Q: 3 clusters Score -1013470 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1013509.062500 Penalty: 4631.531738
	Iteration 18Q: 3 clusters Score -1013509 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1013558.812500 Penalty: 4631.531738
	Iteration 19Q: 3 clusters Score -1013559 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1013598.312500 Penalty: 4631.531738
	Iteration 20F: 3 clusters Score -1013598 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1013621.125000 Penalty: 4631.531738
	Iteration 21Q: 3 clusters Score -1013621 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1013640.437500 Penalty: 4631.531738
	Iteration 22Q: 3 clusters Score -1013640 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1013650.437500 Penalty: 4631.531738
	Iteration 23Q: 3 clusters Score -1013650 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1013656.062500 Penalty: 4631.531738
	Iteration 24Q: 3 clusters Score -1013656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1013663.500000 Penalty: 4631.531738
	Iteration 25Q: 3 clusters Score -1013664 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1013672.875000 Penalty: 4631.531738
	Iteration 26Q: 3 clusters Score -1013673 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1013684.625000 Penalty: 4631.531738
	Iteration 27Q: 3 clusters Score -1013685 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1013690.562500 Penalty: 4631.531738
	Iteration 28Q: 3 clusters Score -1013691 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1013700.625000 Penalty: 4631.531738
	Iteration 29Q: 3 clusters Score -1013701 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1013706.250000 Penalty: 4631.531738
	Iteration 30Q: 3 clusters Score -1013706 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1013707.937500 Penalty: 4631.531738
	Iteration 31Q: 3 clusters Score -1013708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1013713.812500 Penalty: 4631.531738
	Iteration 32Q: 3 clusters Score -1013714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1013716.437500 Penalty: 4631.531738
	Iteration 33Q: 3 clusters Score -1013716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1013721.500000 Penalty: 4631.531738
	Iteration 34Q: 3 clusters Score -1013722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1013727.062500 Penalty: 4631.531738
	Iteration 35Q: 3 clusters Score -1013727 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1013729.937500 Penalty: 4631.531738
	Iteration 36Q: 3 clusters Score -1013730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1013736.625000 Penalty: 4631.531738
	Iteration 37Q: 3 clusters Score -1013737 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1013741.437500 Penalty: 4631.531738
	Iteration 38Q: 3 clusters Score -1013741 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1013748.937500 Penalty: 4631.531738
	Iteration 39Q: 3 clusters Score -1013749 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1013754.562500 Penalty: 4631.531738
	Iteration 40F: 3 clusters Score -1013755 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1013757.250000 Penalty: 4631.531738
	Iteration 41Q: 3 clusters Score -1013757 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1013768.312500 Penalty: 4631.531738
	Iteration 42Q: 3 clusters Score -1013768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1013770.562500 Penalty: 4631.531738
	Iteration 43Q: 3 clusters Score -1013771 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1013774.687500 Penalty: 4631.531738
	Iteration 44Q: 3 clusters Score -1013775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1013776.625000 Penalty: 4631.531738
	Iteration 45Q: 3 clusters Score -1013777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1013778.312500 Penalty: 4631.531738
	Iteration 46Q: 3 clusters Score -1013778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1013782.687500 Penalty: 4631.531738
	Iteration 47Q: 3 clusters Score -1013783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1013786.187500 Penalty: 4631.531738
	Iteration 48Q: 3 clusters Score -1013786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1013790.000000 Penalty: 4631.531738
	Iteration 49Q: 3 clusters Score -1013790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1013793.875000 Penalty: 4631.531738
	Iteration 50Q: 3 clusters Score -1013794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1013797.187500 Penalty: 4631.531738
	Iteration 51Q: 3 clusters Score -1013797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1013800.375000 Penalty: 4631.531738
	Iteration 52Q: 3 clusters Score -1013800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1013805.312500 Penalty: 4631.531738
	Iteration 53Q: 3 clusters Score -1013805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1013810.437500 Penalty: 4631.531738
	Iteration 54Q: 3 clusters Score -1013810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1013810.937500 Penalty: 4631.531738
	Iteration 55Q: 3 clusters Score -1013811 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1013817.625000 Penalty: 4631.531738
	Iteration 56Q: 3 clusters Score -1013818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1013821.000000 Penalty: 4631.531738
	Iteration 57Q: 3 clusters Score -1013821 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1013824.937500 Penalty: 4631.531738
	Iteration 58Q: 3 clusters Score -1013825 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1013829.625000 Penalty: 4631.531738
	Iteration 59Q: 3 clusters Score -1013830 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1013837.625000 Penalty: 4631.531738
	Iteration 60F: 3 clusters Score -1013838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1013841.500000 Penalty: 4631.531738
	Iteration 61Q: 3 clusters Score -1013842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1013845.250000 Penalty: 4631.531738
	Iteration 62Q: 3 clusters Score -1013845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1013850.875000 Penalty: 4631.531738
	Iteration 63Q: 3 clusters Score -1013851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1013853.562500 Penalty: 4631.531738
	Iteration 64Q: 3 clusters Score -1013854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1013853.562500 Penalty: 4631.531738
	Iteration 65Q: 3 clusters Score -1013854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1013856.250000 Penalty: 4631.531738
	Iteration 66Q: 3 clusters Score -1013856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1013856.375000 Penalty: 4631.531738
	Iteration 67Q: 3 clusters Score -1013856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1013853.687500 Penalty: 4631.531738
	Iteration 68Q: 3 clusters Score -1013854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1013856.312500 Penalty: 4631.531738
	Iteration 69Q: 3 clusters Score -1013856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1013856.125000 Penalty: 4631.531738
	Iteration 70Q: 3 clusters Score -1013856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1013857.625000 Penalty: 4631.531738
	Iteration 71Q: 3 clusters Score -1013858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1013856.437500 Penalty: 4631.531738
	Iteration 72Q: 3 clusters Score -1013856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1013856.562500 Penalty: 4631.531738
	Iteration 73Q: 3 clusters Score -1013857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1013860.000000 Penalty: 4631.531738
	Iteration 74Q: 3 clusters Score -1013860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1013861.625000 Penalty: 4631.531738
	Iteration 75Q: 3 clusters Score -1013862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1013865.250000 Penalty: 4631.531738
	Iteration 76Q: 3 clusters Score -1013865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1013871.500000 Penalty: 4631.531738
	Iteration 77Q: 3 clusters Score -1013872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1013871.437500 Penalty: 4631.531738
	Iteration 78Q: 3 clusters Score -1013871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1013871.562500 Penalty: 4631.531738
	Iteration 79Q: 3 clusters Score -1013872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1013875.187500 Penalty: 4631.531738
	Iteration 80F: 3 clusters Score -1013875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1013879.000000 Penalty: 4631.531738
	Iteration 81Q: 3 clusters Score -1013879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1013883.250000 Penalty: 4631.531738
	Iteration 82Q: 3 clusters Score -1013883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1013882.625000 Penalty: 4631.531738
	Iteration 83Q: 3 clusters Score -1013883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1013887.562500 Penalty: 4631.531738
	Iteration 84Q: 3 clusters Score -1013888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1013889.312500 Penalty: 4631.531738
	Iteration 85Q: 3 clusters Score -1013889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1013891.500000 Penalty: 4631.531738
	Iteration 86Q: 3 clusters Score -1013892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1013892.062500 Penalty: 4631.531738
	Iteration 87Q: 3 clusters Score -1013892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1013892.812500 Penalty: 4631.531738
	Iteration 88Q: 3 clusters Score -1013893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1013894.937500 Penalty: 4631.531738
	Iteration 89Q: 3 clusters Score -1013895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1013894.625000 Penalty: 4631.531738
	Iteration 90Q: 3 clusters Score -1013895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1013897.687500 Penalty: 4631.531738
	Iteration 91Q: 3 clusters Score -1013898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1013895.125000 Penalty: 4631.531738
	Iteration 92Q: 3 clusters Score -1013895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1013901.875000 Penalty: 4631.531738
	Iteration 93Q: 3 clusters Score -1013902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1013903.812500 Penalty: 4631.531738
	Iteration 94Q: 3 clusters Score -1013904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1013904.875000 Penalty: 4631.531738
	Iteration 95Q: 3 clusters Score -1013905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1013911.125000 Penalty: 4631.531738
	Iteration 96Q: 3 clusters Score -1013911 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1013916.437500 Penalty: 4631.531738
	Iteration 97Q: 3 clusters Score -1013916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1013920.937500 Penalty: 4631.531738
	Iteration 98Q: 3 clusters Score -1013921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1013926.750000 Penalty: 4631.531738
	Iteration 99Q: 3 clusters Score -1013927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1013934.875000 Penalty: 4631.531738
	Iteration 100F: 3 clusters Score -1013935 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1013942.000000 Penalty: 4631.531738
	Iteration 101Q: 3 clusters Score -1013942 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1013946.437500 Penalty: 4631.531738
	Iteration 102Q: 3 clusters Score -1013946 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1013956.437500 Penalty: 4631.531738
	Iteration 103Q: 3 clusters Score -1013956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1013958.875000 Penalty: 4631.531738
	Iteration 104Q: 3 clusters Score -1013959 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1013967.875000 Penalty: 4631.531738
	Iteration 105Q: 3 clusters Score -1013968 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1013971.875000 Penalty: 4631.531738
	Iteration 106Q: 3 clusters Score -1013972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1013979.125000 Penalty: 4631.531738
	Iteration 107Q: 3 clusters Score -1013979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1013979.750000 Penalty: 4631.531738
	Iteration 108Q: 3 clusters Score -1013980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1013988.250000 Penalty: 4631.531738
	Iteration 109Q: 3 clusters Score -1013988 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1013993.062500 Penalty: 4631.531738
	Iteration 110Q: 3 clusters Score -1013993 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1014001.375000 Penalty: 4631.531738
	Iteration 111Q: 3 clusters Score -1014001 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1014008.687500 Penalty: 4631.531738
	Iteration 112Q: 3 clusters Score -1014009 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1014016.187500 Penalty: 4631.531738
	Iteration 113Q: 3 clusters Score -1014016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1014022.375000 Penalty: 4631.531738
	Iteration 114Q: 3 clusters Score -1014022 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1014030.187500 Penalty: 4631.531738
	Iteration 115Q: 3 clusters Score -1014030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1014031.000000 Penalty: 4631.531738
	Iteration 116Q: 3 clusters Score -1014031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1014034.375000 Penalty: 4631.531738
	Iteration 117Q: 3 clusters Score -1014034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1014035.375000 Penalty: 4631.531738
	Iteration 118Q: 3 clusters Score -1014035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1014037.000000 Penalty: 4631.531738
	Iteration 119Q: 3 clusters Score -1014037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1014038.312500 Penalty: 4631.531738
	Iteration 120F: 3 clusters Score -1014038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1014039.562500 Penalty: 4631.531738
	Iteration 121Q: 3 clusters Score -1014040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1014039.937500 Penalty: 4631.531738
	Iteration 122Q: 3 clusters Score -1014040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1014043.000000 Penalty: 4631.531738
	Iteration 123Q: 3 clusters Score -1014043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1014042.125000 Penalty: 4631.531738
	Iteration 124Q: 3 clusters Score -1014042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1014045.937500 Penalty: 4631.531738
	Iteration 125Q: 3 clusters Score -1014046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1014045.250000 Penalty: 4631.531738
	Iteration 126Q: 3 clusters Score -1014045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1014047.250000 Penalty: 4631.531738
	Iteration 127Q: 3 clusters Score -1014047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1014048.000000 Penalty: 4631.531738
	Iteration 128Q: 3 clusters Score -1014048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1014047.875000 Penalty: 4631.531738
	Iteration 129Q: 3 clusters Score -1014048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1014048.375000 Penalty: 4631.531738
	Iteration 130Q: 3 clusters Score -1014048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1014049.125000 Penalty: 4631.531738
	Iteration 131Q: 3 clusters Score -1014049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1014051.812500 Penalty: 4631.531738
	Iteration 132Q: 3 clusters Score -1014052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1014053.750000 Penalty: 4631.531738
	Iteration 133Q: 3 clusters Score -1014054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1014057.500000 Penalty: 4631.531738
	Iteration 134Q: 3 clusters Score -1014058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1014060.375000 Penalty: 4631.531738
	Iteration 135Q: 3 clusters Score -1014060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1014059.000000 Penalty: 4631.531738
	Iteration 136Q: 3 clusters Score -1014059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1014062.812500 Penalty: 4631.531738
	Iteration 137Q: 3 clusters Score -1014063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1014063.250000 Penalty: 4631.531738
	Iteration 138Q: 3 clusters Score -1014063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1014068.437500 Penalty: 4631.531738
	Iteration 139Q: 3 clusters Score -1014068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1014072.000000 Penalty: 4631.531738
	Iteration 140F: 3 clusters Score -1014072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1014070.250000 Penalty: 4631.531738
	Iteration 141Q: 3 clusters Score -1014070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1014076.125000 Penalty: 4631.531738
	Iteration 142Q: 3 clusters Score -1014076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1014081.500000 Penalty: 4631.531738
	Iteration 143Q: 3 clusters Score -1014082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1014084.187500 Penalty: 4631.531738
	Iteration 144Q: 3 clusters Score -1014084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1014085.625000 Penalty: 4631.531738
	Iteration 145Q: 3 clusters Score -1014086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1014088.875000 Penalty: 4631.531738
	Iteration 146Q: 3 clusters Score -1014089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1014089.812500 Penalty: 4631.531738
	Iteration 147Q: 3 clusters Score -1014090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1014095.312500 Penalty: 4631.531738
	Iteration 148Q: 3 clusters Score -1014095 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1014098.687500 Penalty: 4631.531738
	Iteration 149Q: 3 clusters Score -1014099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1014105.187500 Penalty: 4631.531738
	Iteration 150Q: 3 clusters Score -1014105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1014102.937500 Penalty: 4631.531738
	Iteration 151Q: 3 clusters Score -1014103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1014106.250000 Penalty: 4631.531738
	Iteration 152Q: 3 clusters Score -1014106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1014109.562500 Penalty: 4631.531738
	Iteration 153Q: 3 clusters Score -1014110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1014110.250000 Penalty: 4631.531738
	Iteration 154Q: 3 clusters Score -1014110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1014112.375000 Penalty: 4631.531738
	Iteration 155Q: 3 clusters Score -1014112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1014115.125000 Penalty: 4631.531738
	Iteration 156Q: 3 clusters Score -1014115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1014117.875000 Penalty: 4631.531738
	Iteration 157Q: 3 clusters Score -1014118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1014119.812500 Penalty: 4631.531738
	Iteration 158Q: 3 clusters Score -1014120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1014121.562500 Penalty: 4631.531738
	Iteration 159Q: 3 clusters Score -1014122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1014120.625000 Penalty: 4631.531738
	Iteration 160F: 3 clusters Score -1014121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1014122.187500 Penalty: 4631.531738
	Iteration 161Q: 3 clusters Score -1014122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1014121.312500 Penalty: 4631.531738
	Iteration 162Q: 3 clusters Score -1014121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1014121.312500 Penalty: 4631.531738
	Iteration 163F: 3 clusters Score -1014121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (89826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89826 members 
Entering Unmasked Estep 
Score: -9795354.000000 Penalty: 2828.596191
	Iteration 0F: 2 clusters Score -9795354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -9735423.000000 Penalty: 5657.192383
	Iteration 0F: 3 clusters Score -9735423 nChanged 42352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -9759500.000000 Penalty: 5657.192383
	Iteration 1F: 3 clusters Score -9759500 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -9760344.000000 Penalty: 5657.192383
	Iteration 2Q: 3 clusters Score -9760344 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -9761330.000000 Penalty: 5657.192383
	Iteration 3Q: 3 clusters Score -9761330 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50704 members 
Mstep: Class 2 contains 39122 members 
Entering Unmasked Estep 
Score: -9762540.000000 Penalty: 5657.192383
	Iteration 4Q: 3 clusters Score -9762540 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53565 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -9764140.000000 Penalty: 5657.192383
	Iteration 5Q: 3 clusters Score -9764140 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57506 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -9766615.000000 Penalty: 5657.192383
	Iteration 6F: 3 clusters Score -9766615 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62591 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -9769967.000000 Penalty: 5657.192383
	Iteration 7F: 3 clusters Score -9769967 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68552 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -9774406.000000 Penalty: 5657.192383
	Iteration 8F: 3 clusters Score -9774406 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74950 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -9779786.000000 Penalty: 5657.192383
	Iteration 9F: 3 clusters Score -9779786 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80733 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -9784925.000000 Penalty: 5657.192383
	Iteration 10F: 3 clusters Score -9784925 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84925 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -9788852.000000 Penalty: 5657.192383
	Iteration 11Q: 3 clusters Score -9788852 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87324 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -9791083.000000 Penalty: 5657.192383
	Iteration 12Q: 3 clusters Score -9791083 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88420 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -9792059.000000 Penalty: 5657.192383
	Iteration 13Q: 3 clusters Score -9792059 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88865 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -9792473.000000 Penalty: 5657.192383
	Iteration 14Q: 3 clusters Score -9792473 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89058 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -9792665.000000 Penalty: 5657.192383
	Iteration 15Q: 3 clusters Score -9792665 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89152 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -9792788.000000 Penalty: 5657.192383
	Iteration 16Q: 3 clusters Score -9792788 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89208 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -9792858.000000 Penalty: 5657.192383
	Iteration 17Q: 3 clusters Score -9792858 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89244 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -9792900.000000 Penalty: 5657.192383
	Iteration 18Q: 3 clusters Score -9792900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89275 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9792944.000000 Penalty: 5657.192383
	Iteration 19Q: 3 clusters Score -9792944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89294 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -9792958.000000 Penalty: 5657.192383
	Iteration 20F: 3 clusters Score -9792958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89306 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9792972.000000 Penalty: 5657.192383
	Iteration 21Q: 3 clusters Score -9792972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89306 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9792971.000000 Penalty: 5657.192383
	Iteration 22Q: 3 clusters Score -9792971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89307 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9792978.000000 Penalty: 5657.192383
	Iteration 23Q: 3 clusters Score -9792978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89312 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9792977.000000 Penalty: 5657.192383
	Iteration 24Q: 3 clusters Score -9792977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89312 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9792980.000000 Penalty: 5657.192383
	Iteration 25Q: 3 clusters Score -9792980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89317 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9792991.000000 Penalty: 5657.192383
	Iteration 26Q: 3 clusters Score -9792991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89319 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -9792992.000000 Penalty: 5657.192383
	Iteration 27Q: 3 clusters Score -9792992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89322 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9793004.000000 Penalty: 5657.192383
	Iteration 28Q: 3 clusters Score -9793004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89324 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9793011.000000 Penalty: 5657.192383
	Iteration 29Q: 3 clusters Score -9793011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89326 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -9793016.000000 Penalty: 5657.192383
	Iteration 30Q: 3 clusters Score -9793016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89325 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -9793015.000000 Penalty: 5657.192383
	Iteration 31Q: 3 clusters Score -9793015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89324 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9793017.000000 Penalty: 5657.192383
	Iteration 32Q: 3 clusters Score -9793017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89325 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -9793012.000000 Penalty: 5657.192383
	Iteration 33Q: 3 clusters Score -9793012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89326 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -9793016.000000 Penalty: 5657.192383
	Iteration 34Q: 3 clusters Score -9793016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89325 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -9793021.000000 Penalty: 5657.192383
	Iteration 35Q: 3 clusters Score -9793021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89326 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -9793019.000000 Penalty: 5657.192383
	Iteration 36Q: 3 clusters Score -9793019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89326 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -9793019.000000 Penalty: 5657.192383
	Iteration 37F: 3 clusters Score -9793019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Entering Unmasked Estep 
Score: -268960.531250 Penalty: 2009.666626
	Iteration 0F: 2 clusters Score -268960.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -265494.562500 Penalty: 4019.333252
	Iteration 0F: 3 clusters Score -265494.6 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -266292.093750 Penalty: 4019.333252
	Iteration 1F: 3 clusters Score -266292.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -266530.625000 Penalty: 4019.333252
	Iteration 2F: 3 clusters Score -266530.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -266710.187500 Penalty: 4019.333252
	Iteration 3F: 3 clusters Score -266710.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -266848.968750 Penalty: 4019.333252
	Iteration 4Q: 3 clusters Score -266849 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -266954.000000 Penalty: 4019.333252
	Iteration 5Q: 3 clusters Score -266954 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -267016.062500 Penalty: 4019.333252
	Iteration 6Q: 3 clusters Score -267016.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -267075.781250 Penalty: 4019.333252
	Iteration 7Q: 3 clusters Score -267075.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -267131.062500 Penalty: 4019.333252
	Iteration 8Q: 3 clusters Score -267131.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -267175.468750 Penalty: 4019.333252
	Iteration 9Q: 3 clusters Score -267175.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -267198.062500 Penalty: 4019.333252
	Iteration 10Q: 3 clusters Score -267198.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -267217.750000 Penalty: 4019.333252
	Iteration 11Q: 3 clusters Score -267217.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -267229.500000 Penalty: 4019.333252
	Iteration 12Q: 3 clusters Score -267229.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -267237.281250 Penalty: 4019.333252
	Iteration 13Q: 3 clusters Score -267237.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -267244.375000 Penalty: 4019.333252
	Iteration 14Q: 3 clusters Score -267244.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -267248.593750 Penalty: 4019.333252
	Iteration 15Q: 3 clusters Score -267248.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -267250.718750 Penalty: 4019.333252
	Iteration 16Q: 3 clusters Score -267250.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -267250.750000 Penalty: 4019.333252
	Iteration 17Q: 3 clusters Score -267250.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -267252.375000 Penalty: 4019.333252
	Iteration 18Q: 3 clusters Score -267252.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -267253.687500 Penalty: 4019.333252
	Iteration 19Q: 3 clusters Score -267253.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -267254.468750 Penalty: 4019.333252
	Iteration 20F: 3 clusters Score -267254.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Entering Unmasked Estep 
Score: -908905.375000 Penalty: 2240.983887
	Iteration 0F: 2 clusters Score -908905.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -902202.062500 Penalty: 4481.967773
	Iteration 0F: 3 clusters Score -902202.1 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -904035.687500 Penalty: 4481.967773
	Iteration 1F: 3 clusters Score -904035.7 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -904420.687500 Penalty: 4481.967773
	Iteration 2F: 3 clusters Score -904420.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -904732.312500 Penalty: 4481.967773
	Iteration 3F: 3 clusters Score -904732.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -905042.875000 Penalty: 4481.967773
	Iteration 4F: 3 clusters Score -905042.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -905354.375000 Penalty: 4481.967773
	Iteration 5Q: 3 clusters Score -905354.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -905641.937500 Penalty: 4481.967773
	Iteration 6Q: 3 clusters Score -905641.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -905867.562500 Penalty: 4481.967773
	Iteration 7Q: 3 clusters Score -905867.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -906044.750000 Penalty: 4481.967773
	Iteration 8Q: 3 clusters Score -906044.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -906179.250000 Penalty: 4481.967773
	Iteration 9Q: 3 clusters Score -906179.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -906302.312500 Penalty: 4481.967773
	Iteration 10Q: 3 clusters Score -906302.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -906411.187500 Penalty: 4481.967773
	Iteration 11Q: 3 clusters Score -906411.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -906522.875000 Penalty: 4481.967773
	Iteration 12Q: 3 clusters Score -906522.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -906617.000000 Penalty: 4481.967773
	Iteration 13Q: 3 clusters Score -906617 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -906704.187500 Penalty: 4481.967773
	Iteration 14Q: 3 clusters Score -906704.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -906788.000000 Penalty: 4481.967773
	Iteration 15Q: 3 clusters Score -906788 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -906867.937500 Penalty: 4481.967773
	Iteration 16Q: 3 clusters Score -906867.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -906948.187500 Penalty: 4481.967773
	Iteration 17Q: 3 clusters Score -906948.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -907015.187500 Penalty: 4481.967773
	Iteration 18Q: 3 clusters Score -907015.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -907071.187500 Penalty: 4481.967773
	Iteration 19Q: 3 clusters Score -907071.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -907110.500000 Penalty: 4481.967773
	Iteration 20F: 3 clusters Score -907110.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -907146.062500 Penalty: 4481.967773
	Iteration 21Q: 3 clusters Score -907146.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -907173.125000 Penalty: 4481.967773
	Iteration 22Q: 3 clusters Score -907173.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -907188.562500 Penalty: 4481.967773
	Iteration 23Q: 3 clusters Score -907188.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -907200.812500 Penalty: 4481.967773
	Iteration 24Q: 3 clusters Score -907200.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -907222.000000 Penalty: 4481.967773
	Iteration 25Q: 3 clusters Score -907222 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -907240.750000 Penalty: 4481.967773
	Iteration 26Q: 3 clusters Score -907240.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -907254.000000 Penalty: 4481.967773
	Iteration 27Q: 3 clusters Score -907254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -907267.062500 Penalty: 4481.967773
	Iteration 28Q: 3 clusters Score -907267.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -907275.187500 Penalty: 4481.967773
	Iteration 29Q: 3 clusters Score -907275.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -907281.625000 Penalty: 4481.967773
	Iteration 30Q: 3 clusters Score -907281.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -907283.687500 Penalty: 4481.967773
	Iteration 31Q: 3 clusters Score -907283.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -907284.312500 Penalty: 4481.967773
	Iteration 32Q: 3 clusters Score -907284.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -907289.687500 Penalty: 4481.967773
	Iteration 33Q: 3 clusters Score -907289.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -907291.375000 Penalty: 4481.967773
	Iteration 34Q: 3 clusters Score -907291.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -907291.187500 Penalty: 4481.967773
	Iteration 35Q: 3 clusters Score -907291.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -907293.812500 Penalty: 4481.967773
	Iteration 36Q: 3 clusters Score -907293.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -907293.562500 Penalty: 4481.967773
	Iteration 37Q: 3 clusters Score -907293.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -907295.750000 Penalty: 4481.967773
	Iteration 38Q: 3 clusters Score -907295.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -907294.937500 Penalty: 4481.967773
	Iteration 39Q: 3 clusters Score -907294.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -907295.562500 Penalty: 4481.967773
	Iteration 40F: 3 clusters Score -907295.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -907295.437500 Penalty: 4481.967773
	Iteration 41Q: 3 clusters Score -907295.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -907296.625000 Penalty: 4481.967773
	Iteration 42Q: 3 clusters Score -907296.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -907299.187500 Penalty: 4481.967773
	Iteration 43Q: 3 clusters Score -907299.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -907301.562500 Penalty: 4481.967773
	Iteration 44Q: 3 clusters Score -907301.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -907300.625000 Penalty: 4481.967773
	Iteration 45Q: 3 clusters Score -907300.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -907301.812500 Penalty: 4481.967773
	Iteration 46Q: 3 clusters Score -907301.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -907300.625000 Penalty: 4481.967773
	Iteration 47Q: 3 clusters Score -907300.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -907300.562500 Penalty: 4481.967773
	Iteration 48Q: 3 clusters Score -907300.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -907302.062500 Penalty: 4481.967773
	Iteration 49Q: 3 clusters Score -907302.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -907300.750000 Penalty: 4481.967773
	Iteration 50Q: 3 clusters Score -907300.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -907302.062500 Penalty: 4481.967773
	Iteration 51Q: 3 clusters Score -907302.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -907303.937500 Penalty: 4481.967773
	Iteration 52Q: 3 clusters Score -907303.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -907303.625000 Penalty: 4481.967773
	Iteration 53Q: 3 clusters Score -907303.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -907303.500000 Penalty: 4481.967773
	Iteration 54Q: 3 clusters Score -907303.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -907306.250000 Penalty: 4481.967773
	Iteration 55Q: 3 clusters Score -907306.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -907305.687500 Penalty: 4481.967773
	Iteration 56Q: 3 clusters Score -907305.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -907308.375000 Penalty: 4481.967773
	Iteration 57Q: 3 clusters Score -907308.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -907306.062500 Penalty: 4481.967773
	Iteration 58Q: 3 clusters Score -907306.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -907307.812500 Penalty: 4481.967773
	Iteration 59Q: 3 clusters Score -907307.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -907309.187500 Penalty: 4481.967773
	Iteration 60F: 3 clusters Score -907309.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -907309.625000 Penalty: 4481.967773
	Iteration 61Q: 3 clusters Score -907309.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -907311.062500 Penalty: 4481.967773
	Iteration 62Q: 3 clusters Score -907311.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -907310.750000 Penalty: 4481.967773
	Iteration 63Q: 3 clusters Score -907310.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -907314.312500 Penalty: 4481.967773
	Iteration 64Q: 3 clusters Score -907314.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -907312.937500 Penalty: 4481.967773
	Iteration 65Q: 3 clusters Score -907312.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -907315.687500 Penalty: 4481.967773
	Iteration 66Q: 3 clusters Score -907315.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -907315.312500 Penalty: 4481.967773
	Iteration 67Q: 3 clusters Score -907315.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -907315.312500 Penalty: 4481.967773
	Iteration 68F: 3 clusters Score -907315.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Entering Unmasked Estep 
Score: -1118919.875000 Penalty: 2293.700439
	Iteration 0F: 2 clusters Score -1118920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1110937.500000 Penalty: 4587.400879
	Iteration 0F: 3 clusters Score -1110938 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1113272.250000 Penalty: 4587.400879
	Iteration 1F: 3 clusters Score -1113272 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1113591.125000 Penalty: 4587.400879
	Iteration 2F: 3 clusters Score -1113591 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1113822.625000 Penalty: 4587.400879
	Iteration 3F: 3 clusters Score -1113823 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1114020.250000 Penalty: 4587.400879
	Iteration 4Q: 3 clusters Score -1114020 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1114211.750000 Penalty: 4587.400879
	Iteration 5Q: 3 clusters Score -1114212 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1114432.625000 Penalty: 4587.400879
	Iteration 6Q: 3 clusters Score -1114433 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1114752.500000 Penalty: 4587.400879
	Iteration 7Q: 3 clusters Score -1114752 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1115207.750000 Penalty: 4587.400879
	Iteration 8F: 3 clusters Score -1115208 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1115854.500000 Penalty: 4587.400879
	Iteration 9F: 3 clusters Score -1115854 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1116660.000000 Penalty: 4587.400879
	Iteration 10F: 3 clusters Score -1116660 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1117466.500000 Penalty: 4587.400879
	Iteration 11F: 3 clusters Score -1117466 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1118075.500000 Penalty: 4587.400879
	Iteration 12Q: 3 clusters Score -1118076 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1118293.250000 Penalty: 4587.400879
	Iteration 13Q: 3 clusters Score -1118293 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1118365.625000 Penalty: 4587.400879
	Iteration 14Q: 3 clusters Score -1118366 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1118386.625000 Penalty: 4587.400879
	Iteration 15Q: 3 clusters Score -1118387 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1118399.000000 Penalty: 4587.400879
	Iteration 16Q: 3 clusters Score -1118399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1118403.375000 Penalty: 4587.400879
	Iteration 17Q: 3 clusters Score -1118403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1118401.625000 Penalty: 4587.400879
	Iteration 18Q: 3 clusters Score -1118402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1118403.750000 Penalty: 4587.400879
	Iteration 19Q: 3 clusters Score -1118404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1118405.625000 Penalty: 4587.400879
	Iteration 20F: 3 clusters Score -1118406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1118406.500000 Penalty: 4587.400879
	Iteration 21Q: 3 clusters Score -1118406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1118408.750000 Penalty: 4587.400879
	Iteration 22Q: 3 clusters Score -1118409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1118409.375000 Penalty: 4587.400879
	Iteration 23Q: 3 clusters Score -1118409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1118409.625000 Penalty: 4587.400879
	Iteration 24Q: 3 clusters Score -1118410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1118407.250000 Penalty: 4587.400879
	Iteration 25Q: 3 clusters Score -1118407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1118409.625000 Penalty: 4587.400879
	Iteration 26Q: 3 clusters Score -1118410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1118407.375000 Penalty: 4587.400879
	Iteration 27Q: 3 clusters Score -1118407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1118408.750000 Penalty: 4587.400879
	Iteration 28Q: 3 clusters Score -1118409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1118410.500000 Penalty: 4587.400879
	Iteration 29Q: 3 clusters Score -1118410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1118411.625000 Penalty: 4587.400879
	Iteration 30Q: 3 clusters Score -1118412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1118412.375000 Penalty: 4587.400879
	Iteration 31Q: 3 clusters Score -1118412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1118410.750000 Penalty: 4587.400879
	Iteration 32Q: 3 clusters Score -1118411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1118411.875000 Penalty: 4587.400879
	Iteration 33Q: 3 clusters Score -1118412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1118411.875000 Penalty: 4587.400879
	Iteration 34F: 3 clusters Score -1118412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -48283.894531 Penalty: 1554.265747
	Iteration 0F: 2 clusters Score -48283.89 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 260 members 
Entering Unmasked Estep 
Score: -46737.160156 Penalty: 3108.531494
	Iteration 0F: 3 clusters Score -46737.16 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -46979.277344 Penalty: 3108.531494
	Iteration 1F: 3 clusters Score -46979.28 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -47074.035156 Penalty: 3108.531494
	Iteration 2F: 3 clusters Score -47074.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -47117.398438 Penalty: 3108.531494
	Iteration 3Q: 3 clusters Score -47117.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -47143.945312 Penalty: 3108.531494
	Iteration 4Q: 3 clusters Score -47143.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47159.355469 Penalty: 3108.531494
	Iteration 5Q: 3 clusters Score -47159.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -47173.281250 Penalty: 3108.531494
	Iteration 6Q: 3 clusters Score -47173.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -47199.718750 Penalty: 3108.531494
	Iteration 7Q: 3 clusters Score -47199.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47232.296875 Penalty: 3108.531494
	Iteration 8Q: 3 clusters Score -47232.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -47246.335938 Penalty: 3108.531494
	Iteration 9Q: 3 clusters Score -47246.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -47246.335938 Penalty: 3108.531494
	Iteration 10F: 3 clusters Score -47246.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -17615.912109 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -17615.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16438.626953 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -16438.63 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16531.003906 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -16531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16575.781250 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -16575.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16589.697266 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -16589.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16592.533203 Penalty: 2765.670898
	Iteration 4Q: 3 clusters Score -16592.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16592.533203 Penalty: 2765.670898
	Iteration 5F: 3 clusters Score -16592.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Entering Unmasked Estep 
Score: -742299.312500 Penalty: 2187.460205
	Iteration 0F: 2 clusters Score -742299.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -736682.000000 Penalty: 4374.920410
	Iteration 0F: 3 clusters Score -736682 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -738103.125000 Penalty: 4374.920410
	Iteration 1F: 3 clusters Score -738103.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -738327.187500 Penalty: 4374.920410
	Iteration 2F: 3 clusters Score -738327.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -738464.125000 Penalty: 4374.920410
	Iteration 3Q: 3 clusters Score -738464.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -738561.687500 Penalty: 4374.920410
	Iteration 4Q: 3 clusters Score -738561.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -738633.250000 Penalty: 4374.920410
	Iteration 5Q: 3 clusters Score -738633.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -738690.937500 Penalty: 4374.920410
	Iteration 6Q: 3 clusters Score -738690.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -738742.937500 Penalty: 4374.920410
	Iteration 7Q: 3 clusters Score -738742.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -738786.750000 Penalty: 4374.920410
	Iteration 8Q: 3 clusters Score -738786.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -738843.687500 Penalty: 4374.920410
	Iteration 9Q: 3 clusters Score -738843.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -738906.000000 Penalty: 4374.920410
	Iteration 10Q: 3 clusters Score -738906 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -738978.250000 Penalty: 4374.920410
	Iteration 11Q: 3 clusters Score -738978.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -739060.375000 Penalty: 4374.920410
	Iteration 12Q: 3 clusters Score -739060.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -739157.625000 Penalty: 4374.920410
	Iteration 13Q: 3 clusters Score -739157.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -739270.500000 Penalty: 4374.920410
	Iteration 14Q: 3 clusters Score -739270.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -739440.937500 Penalty: 4374.920410
	Iteration 15Q: 3 clusters Score -739440.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -739662.875000 Penalty: 4374.920410
	Iteration 16Q: 3 clusters Score -739662.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -739967.562500 Penalty: 4374.920410
	Iteration 17Q: 3 clusters Score -739967.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -740325.562500 Penalty: 4374.920410
	Iteration 18F: 3 clusters Score -740325.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -740604.375000 Penalty: 4374.920410
	Iteration 19Q: 3 clusters Score -740604.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -740822.000000 Penalty: 4374.920410
	Iteration 20F: 3 clusters Score -740822 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -740970.562500 Penalty: 4374.920410
	Iteration 21Q: 3 clusters Score -740970.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -741119.250000 Penalty: 4374.920410
	Iteration 22Q: 3 clusters Score -741119.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -741343.000000 Penalty: 4374.920410
	Iteration 23Q: 3 clusters Score -741343 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -741563.687500 Penalty: 4374.920410
	Iteration 24Q: 3 clusters Score -741563.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -741685.000000 Penalty: 4374.920410
	Iteration 25Q: 3 clusters Score -741685 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -741730.000000 Penalty: 4374.920410
	Iteration 26Q: 3 clusters Score -741730 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -741747.937500 Penalty: 4374.920410
	Iteration 27Q: 3 clusters Score -741747.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -741757.500000 Penalty: 4374.920410
	Iteration 28Q: 3 clusters Score -741757.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -741759.437500 Penalty: 4374.920410
	Iteration 29Q: 3 clusters Score -741759.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -741760.750000 Penalty: 4374.920410
	Iteration 30Q: 3 clusters Score -741760.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -741763.125000 Penalty: 4374.920410
	Iteration 31Q: 3 clusters Score -741763.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -741763.625000 Penalty: 4374.920410
	Iteration 32Q: 3 clusters Score -741763.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -741763.875000 Penalty: 4374.920410
	Iteration 33Q: 3 clusters Score -741763.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -741764.750000 Penalty: 4374.920410
	Iteration 34Q: 3 clusters Score -741764.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -741765.937500 Penalty: 4374.920410
	Iteration 35Q: 3 clusters Score -741765.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -741765.750000 Penalty: 4374.920410
	Iteration 36Q: 3 clusters Score -741765.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -741765.562500 Penalty: 4374.920410
	Iteration 37Q: 3 clusters Score -741765.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -741765.562500 Penalty: 4374.920410
	Iteration 38F: 3 clusters Score -741765.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (55923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55923 members 
Entering Unmasked Estep 
Score: -5553958.000000 Penalty: 2711.069336
	Iteration 0F: 2 clusters Score -5553958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -5516315.000000 Penalty: 5422.138672
	Iteration 0F: 3 clusters Score -5516315 nChanged 26079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -5531157.000000 Penalty: 5422.138672
	Iteration 1F: 3 clusters Score -5531157 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -5532179.500000 Penalty: 5422.138672
	Iteration 2Q: 3 clusters Score -5532180 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -5533434.000000 Penalty: 5422.138672
	Iteration 3Q: 3 clusters Score -5533434 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -5534960.000000 Penalty: 5422.138672
	Iteration 4F: 3 clusters Score -5534960 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -5536716.500000 Penalty: 5422.138672
	Iteration 5F: 3 clusters Score -5536716 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -5538409.500000 Penalty: 5422.138672
	Iteration 6F: 3 clusters Score -5538410 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -5540094.500000 Penalty: 5422.138672
	Iteration 7F: 3 clusters Score -5540094 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -5541611.500000 Penalty: 5422.138672
	Iteration 8Q: 3 clusters Score -5541612 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -5542916.000000 Penalty: 5422.138672
	Iteration 9Q: 3 clusters Score -5542916 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -5543945.500000 Penalty: 5422.138672
	Iteration 10Q: 3 clusters Score -5543946 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -5544642.000000 Penalty: 5422.138672
	Iteration 11Q: 3 clusters Score -5544642 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -5545089.000000 Penalty: 5422.138672
	Iteration 12Q: 3 clusters Score -5545089 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -5545417.500000 Penalty: 5422.138672
	Iteration 13Q: 3 clusters Score -5545418 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -5545698.000000 Penalty: 5422.138672
	Iteration 14Q: 3 clusters Score -5545698 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -5545952.500000 Penalty: 5422.138672
	Iteration 15Q: 3 clusters Score -5545952 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -5546206.000000 Penalty: 5422.138672
	Iteration 16Q: 3 clusters Score -5546206 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -5546518.500000 Penalty: 5422.138672
	Iteration 17Q: 3 clusters Score -5546518 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -5546825.000000 Penalty: 5422.138672
	Iteration 18Q: 3 clusters Score -5546825 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -5547174.500000 Penalty: 5422.138672
	Iteration 19Q: 3 clusters Score -5547174 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -5547522.000000 Penalty: 5422.138672
	Iteration 20F: 3 clusters Score -5547522 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46062 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -5547935.500000 Penalty: 5422.138672
	Iteration 21Q: 3 clusters Score -5547936 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -5548407.500000 Penalty: 5422.138672
	Iteration 22Q: 3 clusters Score -5548408 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -5548895.000000 Penalty: 5422.138672
	Iteration 23Q: 3 clusters Score -5548895 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -5549368.500000 Penalty: 5422.138672
	Iteration 24Q: 3 clusters Score -5549368 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49852 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -5549820.500000 Penalty: 5422.138672
	Iteration 25Q: 3 clusters Score -5549820 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50598 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -5550230.500000 Penalty: 5422.138672
	Iteration 26Q: 3 clusters Score -5550230 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51265 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -5550565.500000 Penalty: 5422.138672
	Iteration 27Q: 3 clusters Score -5550566 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51799 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -5550820.500000 Penalty: 5422.138672
	Iteration 28Q: 3 clusters Score -5550820 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52231 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -5551020.500000 Penalty: 5422.138672
	Iteration 29Q: 3 clusters Score -5551020 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52602 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -5551187.500000 Penalty: 5422.138672
	Iteration 30Q: 3 clusters Score -5551188 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52952 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -5551345.000000 Penalty: 5422.138672
	Iteration 31Q: 3 clusters Score -5551345 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53209 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -5551470.000000 Penalty: 5422.138672
	Iteration 32Q: 3 clusters Score -5551470 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53413 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -5551557.000000 Penalty: 5422.138672
	Iteration 33Q: 3 clusters Score -5551557 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53595 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -5551627.000000 Penalty: 5422.138672
	Iteration 34Q: 3 clusters Score -5551627 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53739 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -5551693.500000 Penalty: 5422.138672
	Iteration 35Q: 3 clusters Score -5551694 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53856 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5551748.500000 Penalty: 5422.138672
	Iteration 36Q: 3 clusters Score -5551748 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53972 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -5551787.000000 Penalty: 5422.138672
	Iteration 37Q: 3 clusters Score -5551787 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5551806.000000 Penalty: 5422.138672
	Iteration 38Q: 3 clusters Score -5551806 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54112 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -5551831.500000 Penalty: 5422.138672
	Iteration 39Q: 3 clusters Score -5551832 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54165 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -5551834.500000 Penalty: 5422.138672
	Iteration 40F: 3 clusters Score -5551834 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54216 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -5551850.500000 Penalty: 5422.138672
	Iteration 41Q: 3 clusters Score -5551850 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5551860.500000 Penalty: 5422.138672
	Iteration 42Q: 3 clusters Score -5551860 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -5551886.000000 Penalty: 5422.138672
	Iteration 43Q: 3 clusters Score -5551886 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54355 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5551906.500000 Penalty: 5422.138672
	Iteration 44Q: 3 clusters Score -5551906 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54384 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -5551906.500000 Penalty: 5422.138672
	Iteration 45Q: 3 clusters Score -5551906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54405 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -5551909.000000 Penalty: 5422.138672
	Iteration 46Q: 3 clusters Score -5551909 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54432 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5551928.500000 Penalty: 5422.138672
	Iteration 47Q: 3 clusters Score -5551928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54456 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5551931.000000 Penalty: 5422.138672
	Iteration 48Q: 3 clusters Score -5551931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5551937.000000 Penalty: 5422.138672
	Iteration 49Q: 3 clusters Score -5551937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54482 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5551944.500000 Penalty: 5422.138672
	Iteration 50Q: 3 clusters Score -5551944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54494 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5551949.000000 Penalty: 5422.138672
	Iteration 51Q: 3 clusters Score -5551949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54501 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5551953.500000 Penalty: 5422.138672
	Iteration 52Q: 3 clusters Score -5551954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54506 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5551957.000000 Penalty: 5422.138672
	Iteration 53Q: 3 clusters Score -5551957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54512 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5551963.000000 Penalty: 5422.138672
	Iteration 54Q: 3 clusters Score -5551963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54518 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5551961.000000 Penalty: 5422.138672
	Iteration 55Q: 3 clusters Score -5551961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54526 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5551961.000000 Penalty: 5422.138672
	Iteration 56Q: 3 clusters Score -5551961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54527 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5551963.000000 Penalty: 5422.138672
	Iteration 57Q: 3 clusters Score -5551963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5551967.000000 Penalty: 5422.138672
	Iteration 58Q: 3 clusters Score -5551967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54532 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5551963.000000 Penalty: 5422.138672
	Iteration 59Q: 3 clusters Score -5551963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54535 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -5551963.000000 Penalty: 5422.138672
	Iteration 60F: 3 clusters Score -5551963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54542 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -5551971.000000 Penalty: 5422.138672
	Iteration 61Q: 3 clusters Score -5551971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54546 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -5551973.500000 Penalty: 5422.138672
	Iteration 62Q: 3 clusters Score -5551974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54548 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5551969.000000 Penalty: 5422.138672
	Iteration 63Q: 3 clusters Score -5551969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54549 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5551974.500000 Penalty: 5422.138672
	Iteration 64Q: 3 clusters Score -5551974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54550 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5551971.000000 Penalty: 5422.138672
	Iteration 65Q: 3 clusters Score -5551971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5551975.500000 Penalty: 5422.138672
	Iteration 66Q: 3 clusters Score -5551976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54553 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5551974.000000 Penalty: 5422.138672
	Iteration 67Q: 3 clusters Score -5551974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54553 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5551974.000000 Penalty: 5422.138672
	Iteration 68F: 3 clusters Score -5551974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Entering Unmasked Estep 
Score: -263884.656250 Penalty: 1960.000244
	Iteration 0F: 2 clusters Score -263884.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -260872.078125 Penalty: 3920.000488
	Iteration 0F: 3 clusters Score -260872.1 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -261506.187500 Penalty: 3920.000488
	Iteration 1F: 3 clusters Score -261506.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -261669.984375 Penalty: 3920.000488
	Iteration 2F: 3 clusters Score -261670 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -261783.421875 Penalty: 3920.000488
	Iteration 3Q: 3 clusters Score -261783.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -261891.187500 Penalty: 3920.000488
	Iteration 4Q: 3 clusters Score -261891.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -261981.078125 Penalty: 3920.000488
	Iteration 5Q: 3 clusters Score -261981.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -262046.921875 Penalty: 3920.000488
	Iteration 6Q: 3 clusters Score -262046.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -262101.328125 Penalty: 3920.000488
	Iteration 7Q: 3 clusters Score -262101.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -262150.593750 Penalty: 3920.000488
	Iteration 8Q: 3 clusters Score -262150.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -262187.156250 Penalty: 3920.000488
	Iteration 9Q: 3 clusters Score -262187.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -262209.531250 Penalty: 3920.000488
	Iteration 10Q: 3 clusters Score -262209.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -262238.218750 Penalty: 3920.000488
	Iteration 11Q: 3 clusters Score -262238.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -262265.562500 Penalty: 3920.000488
	Iteration 12Q: 3 clusters Score -262265.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -262277.937500 Penalty: 3920.000488
	Iteration 13Q: 3 clusters Score -262277.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -262296.500000 Penalty: 3920.000488
	Iteration 14Q: 3 clusters Score -262296.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -262317.125000 Penalty: 3920.000488
	Iteration 15Q: 3 clusters Score -262317.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -262334.843750 Penalty: 3920.000488
	Iteration 16Q: 3 clusters Score -262334.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -262345.031250 Penalty: 3920.000488
	Iteration 17Q: 3 clusters Score -262345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -262351.625000 Penalty: 3920.000488
	Iteration 18Q: 3 clusters Score -262351.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -262353.968750 Penalty: 3920.000488
	Iteration 19Q: 3 clusters Score -262354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -262356.437500 Penalty: 3920.000488
	Iteration 20F: 3 clusters Score -262356.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -262358.281250 Penalty: 3920.000488
	Iteration 21Q: 3 clusters Score -262358.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -262358.812500 Penalty: 3920.000488
	Iteration 22Q: 3 clusters Score -262358.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -262359.437500 Penalty: 3920.000488
	Iteration 23Q: 3 clusters Score -262359.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -262361.156250 Penalty: 3920.000488
	Iteration 24Q: 3 clusters Score -262361.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -262363.312500 Penalty: 3920.000488
	Iteration 25Q: 3 clusters Score -262363.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -262366.625000 Penalty: 3920.000488
	Iteration 26Q: 3 clusters Score -262366.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -262370.406250 Penalty: 3920.000488
	Iteration 27Q: 3 clusters Score -262370.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -262373.062500 Penalty: 3920.000488
	Iteration 28Q: 3 clusters Score -262373.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -262378.875000 Penalty: 3920.000488
	Iteration 29Q: 3 clusters Score -262378.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -262385.156250 Penalty: 3920.000488
	Iteration 30Q: 3 clusters Score -262385.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -262392.937500 Penalty: 3920.000488
	Iteration 31Q: 3 clusters Score -262392.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -262401.343750 Penalty: 3920.000488
	Iteration 32Q: 3 clusters Score -262401.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -262408.593750 Penalty: 3920.000488
	Iteration 33Q: 3 clusters Score -262408.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -262417.968750 Penalty: 3920.000488
	Iteration 34Q: 3 clusters Score -262418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -262429.062500 Penalty: 3920.000488
	Iteration 35Q: 3 clusters Score -262429.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -262438.656250 Penalty: 3920.000488
	Iteration 36Q: 3 clusters Score -262438.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -262442.218750 Penalty: 3920.000488
	Iteration 37Q: 3 clusters Score -262442.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -262444.437500 Penalty: 3920.000488
	Iteration 38Q: 3 clusters Score -262444.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -262446.187500 Penalty: 3920.000488
	Iteration 39Q: 3 clusters Score -262446.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -262449.468750 Penalty: 3920.000488
	Iteration 40F: 3 clusters Score -262449.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -262455.968750 Penalty: 3920.000488
	Iteration 41Q: 3 clusters Score -262456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -262464.875000 Penalty: 3920.000488
	Iteration 42Q: 3 clusters Score -262464.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -262489.687500 Penalty: 3920.000488
	Iteration 43Q: 3 clusters Score -262489.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -262513.593750 Penalty: 3920.000488
	Iteration 44Q: 3 clusters Score -262513.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -262532.906250 Penalty: 3920.000488
	Iteration 45Q: 3 clusters Score -262532.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -262544.781250 Penalty: 3920.000488
	Iteration 46Q: 3 clusters Score -262544.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -262557.406250 Penalty: 3920.000488
	Iteration 47Q: 3 clusters Score -262557.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -262573.281250 Penalty: 3920.000488
	Iteration 48Q: 3 clusters Score -262573.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -262592.906250 Penalty: 3920.000488
	Iteration 49Q: 3 clusters Score -262592.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -262606.125000 Penalty: 3920.000488
	Iteration 50Q: 3 clusters Score -262606.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -262617.656250 Penalty: 3920.000488
	Iteration 51Q: 3 clusters Score -262617.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -262626.562500 Penalty: 3920.000488
	Iteration 52Q: 3 clusters Score -262626.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -262630.937500 Penalty: 3920.000488
	Iteration 53Q: 3 clusters Score -262630.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -262635.906250 Penalty: 3920.000488
	Iteration 54Q: 3 clusters Score -262635.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -262641.562500 Penalty: 3920.000488
	Iteration 55Q: 3 clusters Score -262641.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -262649.687500 Penalty: 3920.000488
	Iteration 56Q: 3 clusters Score -262649.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -262655.500000 Penalty: 3920.000488
	Iteration 57Q: 3 clusters Score -262655.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -262658.562500 Penalty: 3920.000488
	Iteration 58Q: 3 clusters Score -262658.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -262659.875000 Penalty: 3920.000488
	Iteration 59Q: 3 clusters Score -262659.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -262661.000000 Penalty: 3920.000488
	Iteration 60F: 3 clusters Score -262661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -262661.812500 Penalty: 3920.000488
	Iteration 61Q: 3 clusters Score -262661.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -262664.625000 Penalty: 3920.000488
	Iteration 62Q: 3 clusters Score -262664.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -262673.843750 Penalty: 3920.000488
	Iteration 63Q: 3 clusters Score -262673.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -262685.343750 Penalty: 3920.000488
	Iteration 64Q: 3 clusters Score -262685.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -262690.750000 Penalty: 3920.000488
	Iteration 65Q: 3 clusters Score -262690.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -262693.625000 Penalty: 3920.000488
	Iteration 66Q: 3 clusters Score -262693.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -262697.093750 Penalty: 3920.000488
	Iteration 67Q: 3 clusters Score -262697.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -262698.843750 Penalty: 3920.000488
	Iteration 68Q: 3 clusters Score -262698.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -262698.843750 Penalty: 3920.000488
	Iteration 69F: 3 clusters Score -262698.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Entering Unmasked Estep 
Score: -854461.312500 Penalty: 2256.348389
	Iteration 0F: 2 clusters Score -854461.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -847478.812500 Penalty: 4512.696777
	Iteration 0F: 3 clusters Score -847478.8 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -849571.062500 Penalty: 4512.696777
	Iteration 1F: 3 clusters Score -849571.1 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -849991.500000 Penalty: 4512.696777
	Iteration 2F: 3 clusters Score -849991.5 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -850334.125000 Penalty: 4512.696777
	Iteration 3F: 3 clusters Score -850334.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -850682.312500 Penalty: 4512.696777
	Iteration 4F: 3 clusters Score -850682.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -850978.375000 Penalty: 4512.696777
	Iteration 5Q: 3 clusters Score -850978.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -851253.812500 Penalty: 4512.696777
	Iteration 6Q: 3 clusters Score -851253.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -851492.437500 Penalty: 4512.696777
	Iteration 7Q: 3 clusters Score -851492.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -851695.375000 Penalty: 4512.696777
	Iteration 8Q: 3 clusters Score -851695.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -851854.937500 Penalty: 4512.696777
	Iteration 9Q: 3 clusters Score -851854.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -851970.812500 Penalty: 4512.696777
	Iteration 10Q: 3 clusters Score -851970.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -852049.250000 Penalty: 4512.696777
	Iteration 11Q: 3 clusters Score -852049.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -852099.812500 Penalty: 4512.696777
	Iteration 12Q: 3 clusters Score -852099.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -852134.312500 Penalty: 4512.696777
	Iteration 13Q: 3 clusters Score -852134.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -852158.125000 Penalty: 4512.696777
	Iteration 14Q: 3 clusters Score -852158.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -852180.750000 Penalty: 4512.696777
	Iteration 15Q: 3 clusters Score -852180.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -852196.000000 Penalty: 4512.696777
	Iteration 16Q: 3 clusters Score -852196 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -852208.375000 Penalty: 4512.696777
	Iteration 17Q: 3 clusters Score -852208.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -852218.687500 Penalty: 4512.696777
	Iteration 18Q: 3 clusters Score -852218.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -852232.937500 Penalty: 4512.696777
	Iteration 19Q: 3 clusters Score -852232.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -852241.625000 Penalty: 4512.696777
	Iteration 20F: 3 clusters Score -852241.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -852254.875000 Penalty: 4512.696777
	Iteration 21Q: 3 clusters Score -852254.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -852264.687500 Penalty: 4512.696777
	Iteration 22Q: 3 clusters Score -852264.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -852269.437500 Penalty: 4512.696777
	Iteration 23Q: 3 clusters Score -852269.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -852276.375000 Penalty: 4512.696777
	Iteration 24Q: 3 clusters Score -852276.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -852281.312500 Penalty: 4512.696777
	Iteration 25Q: 3 clusters Score -852281.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -852288.312500 Penalty: 4512.696777
	Iteration 26Q: 3 clusters Score -852288.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -852295.000000 Penalty: 4512.696777
	Iteration 27Q: 3 clusters Score -852295 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -852298.875000 Penalty: 4512.696777
	Iteration 28Q: 3 clusters Score -852298.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -852303.562500 Penalty: 4512.696777
	Iteration 29Q: 3 clusters Score -852303.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -852308.875000 Penalty: 4512.696777
	Iteration 30Q: 3 clusters Score -852308.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -852310.875000 Penalty: 4512.696777
	Iteration 31Q: 3 clusters Score -852310.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -852314.187500 Penalty: 4512.696777
	Iteration 32Q: 3 clusters Score -852314.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -852316.000000 Penalty: 4512.696777
	Iteration 33Q: 3 clusters Score -852316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -852317.500000 Penalty: 4512.696777
	Iteration 34Q: 3 clusters Score -852317.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -852322.625000 Penalty: 4512.696777
	Iteration 35Q: 3 clusters Score -852322.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -852324.062500 Penalty: 4512.696777
	Iteration 36Q: 3 clusters Score -852324.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -852324.812500 Penalty: 4512.696777
	Iteration 37Q: 3 clusters Score -852324.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -852324.812500 Penalty: 4512.696777
	Iteration 38Q: 3 clusters Score -852324.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -852325.250000 Penalty: 4512.696777
	Iteration 39Q: 3 clusters Score -852325.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -852327.625000 Penalty: 4512.696777
	Iteration 40F: 3 clusters Score -852327.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -852328.562500 Penalty: 4512.696777
	Iteration 41Q: 3 clusters Score -852328.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -852329.062500 Penalty: 4512.696777
	Iteration 42Q: 3 clusters Score -852329.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -852327.937500 Penalty: 4512.696777
	Iteration 43Q: 3 clusters Score -852327.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -852327.937500 Penalty: 4512.696777
	Iteration 44F: 3 clusters Score -852327.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -95443.148438 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -95443.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -93563.453125 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -93563.45 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -93824.187500 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -93824.19 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -93898.531250 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -93898.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -93946.210938 Penalty: 3399.759766
	Iteration 3Q: 3 clusters Score -93946.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -93973.523438 Penalty: 3399.759766
	Iteration 4Q: 3 clusters Score -93973.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -93987.976562 Penalty: 3399.759766
	Iteration 5Q: 3 clusters Score -93987.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -94001.406250 Penalty: 3399.759766
	Iteration 6Q: 3 clusters Score -94001.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -94015.734375 Penalty: 3399.759766
	Iteration 7Q: 3 clusters Score -94015.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -94024.429688 Penalty: 3399.759766
	Iteration 8Q: 3 clusters Score -94024.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -94028.898438 Penalty: 3399.759766
	Iteration 9Q: 3 clusters Score -94028.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -94030.226562 Penalty: 3399.759766
	Iteration 10Q: 3 clusters Score -94030.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -94031.195312 Penalty: 3399.759766
	Iteration 11Q: 3 clusters Score -94031.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -94031.578125 Penalty: 3399.759766
	Iteration 12Q: 3 clusters Score -94031.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -94031.578125 Penalty: 3399.759766
	Iteration 13F: 3 clusters Score -94031.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (32157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Entering Unmasked Estep 
Score: -3474653.500000 Penalty: 2573.839600
	Iteration 0F: 2 clusters Score -3474654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -3452696.000000 Penalty: 5147.679199
	Iteration 0F: 3 clusters Score -3452696 nChanged 14553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -3460641.750000 Penalty: 5147.679199
	Iteration 1F: 3 clusters Score -3460642 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -3461133.500000 Penalty: 5147.679199
	Iteration 2Q: 3 clusters Score -3461134 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -3461637.250000 Penalty: 5147.679199
	Iteration 3Q: 3 clusters Score -3461637 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -3462181.250000 Penalty: 5147.679199
	Iteration 4Q: 3 clusters Score -3462181 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -3462804.000000 Penalty: 5147.679199
	Iteration 5Q: 3 clusters Score -3462804 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -3463488.000000 Penalty: 5147.679199
	Iteration 6Q: 3 clusters Score -3463488 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -3464288.000000 Penalty: 5147.679199
	Iteration 7Q: 3 clusters Score -3464288 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -3465007.500000 Penalty: 5147.679199
	Iteration 8Q: 3 clusters Score -3465008 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -3465730.250000 Penalty: 5147.679199
	Iteration 9Q: 3 clusters Score -3465730 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -3466315.000000 Penalty: 5147.679199
	Iteration 10Q: 3 clusters Score -3466315 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -3466814.000000 Penalty: 5147.679199
	Iteration 11Q: 3 clusters Score -3466814 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -3467193.000000 Penalty: 5147.679199
	Iteration 12Q: 3 clusters Score -3467193 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -3467442.500000 Penalty: 5147.679199
	Iteration 13Q: 3 clusters Score -3467442 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -3467659.000000 Penalty: 5147.679199
	Iteration 14Q: 3 clusters Score -3467659 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -3467838.500000 Penalty: 5147.679199
	Iteration 15Q: 3 clusters Score -3467838 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -3467988.750000 Penalty: 5147.679199
	Iteration 16Q: 3 clusters Score -3467989 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -3468094.000000 Penalty: 5147.679199
	Iteration 17Q: 3 clusters Score -3468094 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -3468196.750000 Penalty: 5147.679199
	Iteration 18Q: 3 clusters Score -3468197 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -3468309.250000 Penalty: 5147.679199
	Iteration 19Q: 3 clusters Score -3468309 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -3468398.250000 Penalty: 5147.679199
	Iteration 20F: 3 clusters Score -3468398 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -3468480.750000 Penalty: 5147.679199
	Iteration 21Q: 3 clusters Score -3468481 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -3468570.500000 Penalty: 5147.679199
	Iteration 22Q: 3 clusters Score -3468570 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -3468661.500000 Penalty: 5147.679199
	Iteration 23Q: 3 clusters Score -3468662 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -3468731.750000 Penalty: 5147.679199
	Iteration 24Q: 3 clusters Score -3468732 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -3468819.500000 Penalty: 5147.679199
	Iteration 25Q: 3 clusters Score -3468820 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -3468913.750000 Penalty: 5147.679199
	Iteration 26Q: 3 clusters Score -3468914 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -3469002.250000 Penalty: 5147.679199
	Iteration 27Q: 3 clusters Score -3469002 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -3469069.250000 Penalty: 5147.679199
	Iteration 28Q: 3 clusters Score -3469069 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -3469133.500000 Penalty: 5147.679199
	Iteration 29Q: 3 clusters Score -3469134 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -3469199.000000 Penalty: 5147.679199
	Iteration 30Q: 3 clusters Score -3469199 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -3469270.750000 Penalty: 5147.679199
	Iteration 31Q: 3 clusters Score -3469271 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -3469346.250000 Penalty: 5147.679199
	Iteration 32Q: 3 clusters Score -3469346 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -3469441.500000 Penalty: 5147.679199
	Iteration 33Q: 3 clusters Score -3469442 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -3469558.250000 Penalty: 5147.679199
	Iteration 34Q: 3 clusters Score -3469558 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -3469710.250000 Penalty: 5147.679199
	Iteration 35Q: 3 clusters Score -3469710 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -3469878.000000 Penalty: 5147.679199
	Iteration 36Q: 3 clusters Score -3469878 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -3470069.500000 Penalty: 5147.679199
	Iteration 37Q: 3 clusters Score -3470070 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -3470241.500000 Penalty: 5147.679199
	Iteration 38Q: 3 clusters Score -3470242 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -3470413.750000 Penalty: 5147.679199
	Iteration 39Q: 3 clusters Score -3470414 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -3470586.250000 Penalty: 5147.679199
	Iteration 40F: 3 clusters Score -3470586 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -3470687.750000 Penalty: 5147.679199
	Iteration 41Q: 3 clusters Score -3470688 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -3470810.750000 Penalty: 5147.679199
	Iteration 42Q: 3 clusters Score -3470811 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -3470924.000000 Penalty: 5147.679199
	Iteration 43Q: 3 clusters Score -3470924 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -3470987.250000 Penalty: 5147.679199
	Iteration 44Q: 3 clusters Score -3470987 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -3471056.000000 Penalty: 5147.679199
	Iteration 45Q: 3 clusters Score -3471056 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -3471120.500000 Penalty: 5147.679199
	Iteration 46Q: 3 clusters Score -3471120 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -3471190.500000 Penalty: 5147.679199
	Iteration 47Q: 3 clusters Score -3471190 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -3471240.250000 Penalty: 5147.679199
	Iteration 48Q: 3 clusters Score -3471240 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -3471266.000000 Penalty: 5147.679199
	Iteration 49Q: 3 clusters Score -3471266 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -3471298.250000 Penalty: 5147.679199
	Iteration 50Q: 3 clusters Score -3471298 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -3471338.500000 Penalty: 5147.679199
	Iteration 51Q: 3 clusters Score -3471338 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -3471377.500000 Penalty: 5147.679199
	Iteration 52Q: 3 clusters Score -3471378 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -3471388.750000 Penalty: 5147.679199
	Iteration 53Q: 3 clusters Score -3471389 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -3471403.750000 Penalty: 5147.679199
	Iteration 54Q: 3 clusters Score -3471404 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -3471412.750000 Penalty: 5147.679199
	Iteration 55Q: 3 clusters Score -3471413 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -3471413.250000 Penalty: 5147.679199
	Iteration 56Q: 3 clusters Score -3471413 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -3471420.500000 Penalty: 5147.679199
	Iteration 57Q: 3 clusters Score -3471420 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -3471433.250000 Penalty: 5147.679199
	Iteration 58Q: 3 clusters Score -3471433 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -3471446.250000 Penalty: 5147.679199
	Iteration 59Q: 3 clusters Score -3471446 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -3471460.500000 Penalty: 5147.679199
	Iteration 60F: 3 clusters Score -3471460 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -3471459.500000 Penalty: 5147.679199
	Iteration 61Q: 3 clusters Score -3471460 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -3471479.500000 Penalty: 5147.679199
	Iteration 62Q: 3 clusters Score -3471480 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -3471484.500000 Penalty: 5147.679199
	Iteration 63Q: 3 clusters Score -3471484 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -3471480.250000 Penalty: 5147.679199
	Iteration 64Q: 3 clusters Score -3471480 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -3471490.750000 Penalty: 5147.679199
	Iteration 65Q: 3 clusters Score -3471491 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -3471492.250000 Penalty: 5147.679199
	Iteration 66Q: 3 clusters Score -3471492 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -3471495.750000 Penalty: 5147.679199
	Iteration 67Q: 3 clusters Score -3471496 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -3471508.750000 Penalty: 5147.679199
	Iteration 68Q: 3 clusters Score -3471509 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -3471517.750000 Penalty: 5147.679199
	Iteration 69Q: 3 clusters Score -3471518 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -3471519.500000 Penalty: 5147.679199
	Iteration 70Q: 3 clusters Score -3471520 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -3471530.250000 Penalty: 5147.679199
	Iteration 71Q: 3 clusters Score -3471530 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -3471534.500000 Penalty: 5147.679199
	Iteration 72Q: 3 clusters Score -3471534 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -3471533.250000 Penalty: 5147.679199
	Iteration 73Q: 3 clusters Score -3471533 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -3471527.750000 Penalty: 5147.679199
	Iteration 74Q: 3 clusters Score -3471528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -3471524.000000 Penalty: 5147.679199
	Iteration 75Q: 3 clusters Score -3471524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -3471523.500000 Penalty: 5147.679199
	Iteration 76Q: 3 clusters Score -3471524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -3471533.500000 Penalty: 5147.679199
	Iteration 77Q: 3 clusters Score -3471534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -3471529.750000 Penalty: 5147.679199
	Iteration 78Q: 3 clusters Score -3471530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -3471528.250000 Penalty: 5147.679199
	Iteration 79Q: 3 clusters Score -3471528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -3471531.750000 Penalty: 5147.679199
	Iteration 80F: 3 clusters Score -3471532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -3471548.000000 Penalty: 5147.679199
	Iteration 81Q: 3 clusters Score -3471548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -3471542.500000 Penalty: 5147.679199
	Iteration 82Q: 3 clusters Score -3471542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -3471545.500000 Penalty: 5147.679199
	Iteration 83Q: 3 clusters Score -3471546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -3471545.250000 Penalty: 5147.679199
	Iteration 84Q: 3 clusters Score -3471545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -3471544.750000 Penalty: 5147.679199
	Iteration 85Q: 3 clusters Score -3471545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -3471547.750000 Penalty: 5147.679199
	Iteration 86Q: 3 clusters Score -3471548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -3471547.500000 Penalty: 5147.679199
	Iteration 87Q: 3 clusters Score -3471548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -3471545.500000 Penalty: 5147.679199
	Iteration 88Q: 3 clusters Score -3471546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -3471556.750000 Penalty: 5147.679199
	Iteration 89Q: 3 clusters Score -3471557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -3471551.750000 Penalty: 5147.679199
	Iteration 90Q: 3 clusters Score -3471552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -3471551.750000 Penalty: 5147.679199
	Iteration 91Q: 3 clusters Score -3471552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -3471560.750000 Penalty: 5147.679199
	Iteration 92Q: 3 clusters Score -3471561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -3471553.000000 Penalty: 5147.679199
	Iteration 93Q: 3 clusters Score -3471553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -3471558.250000 Penalty: 5147.679199
	Iteration 94Q: 3 clusters Score -3471558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -3471558.250000 Penalty: 5147.679199
	Iteration 95Q: 3 clusters Score -3471558 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -3471552.000000 Penalty: 5147.679199
	Iteration 96Q: 3 clusters Score -3471552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -3471553.250000 Penalty: 5147.679199
	Iteration 97Q: 3 clusters Score -3471553 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -3471549.500000 Penalty: 5147.679199
	Iteration 98Q: 3 clusters Score -3471550 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -3471560.750000 Penalty: 5147.679199
	Iteration 99Q: 3 clusters Score -3471561 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -3471566.500000 Penalty: 5147.679199
	Iteration 100F: 3 clusters Score -3471566 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -3471561.750000 Penalty: 5147.679199
	Iteration 101Q: 3 clusters Score -3471562 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -3471563.750000 Penalty: 5147.679199
	Iteration 102Q: 3 clusters Score -3471564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -3471561.500000 Penalty: 5147.679199
	Iteration 103Q: 3 clusters Score -3471562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -3471568.250000 Penalty: 5147.679199
	Iteration 104Q: 3 clusters Score -3471568 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -3471576.250000 Penalty: 5147.679199
	Iteration 105Q: 3 clusters Score -3471576 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -3471577.250000 Penalty: 5147.679199
	Iteration 106Q: 3 clusters Score -3471577 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -3471579.500000 Penalty: 5147.679199
	Iteration 107Q: 3 clusters Score -3471580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -3471585.000000 Penalty: 5147.679199
	Iteration 108Q: 3 clusters Score -3471585 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -3471586.000000 Penalty: 5147.679199
	Iteration 109Q: 3 clusters Score -3471586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -3471583.250000 Penalty: 5147.679199
	Iteration 110Q: 3 clusters Score -3471583 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -3471593.000000 Penalty: 5147.679199
	Iteration 111Q: 3 clusters Score -3471593 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -3471591.000000 Penalty: 5147.679199
	Iteration 112Q: 3 clusters Score -3471591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -3471593.500000 Penalty: 5147.679199
	Iteration 113Q: 3 clusters Score -3471594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -3471594.750000 Penalty: 5147.679199
	Iteration 114Q: 3 clusters Score -3471595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -3471587.750000 Penalty: 5147.679199
	Iteration 115Q: 3 clusters Score -3471588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -3471594.000000 Penalty: 5147.679199
	Iteration 116Q: 3 clusters Score -3471594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -3471597.500000 Penalty: 5147.679199
	Iteration 117Q: 3 clusters Score -3471598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -3471596.500000 Penalty: 5147.679199
	Iteration 118Q: 3 clusters Score -3471596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -3471599.750000 Penalty: 5147.679199
	Iteration 119Q: 3 clusters Score -3471600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -3471597.250000 Penalty: 5147.679199
	Iteration 120F: 3 clusters Score -3471597 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -3471597.000000 Penalty: 5147.679199
	Iteration 121Q: 3 clusters Score -3471597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -3471597.500000 Penalty: 5147.679199
	Iteration 122Q: 3 clusters Score -3471598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -3471605.500000 Penalty: 5147.679199
	Iteration 123Q: 3 clusters Score -3471606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -3471603.750000 Penalty: 5147.679199
	Iteration 124Q: 3 clusters Score -3471604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -3471610.750000 Penalty: 5147.679199
	Iteration 125Q: 3 clusters Score -3471611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -3471611.750000 Penalty: 5147.679199
	Iteration 126Q: 3 clusters Score -3471612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -3471611.500000 Penalty: 5147.679199
	Iteration 127Q: 3 clusters Score -3471612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -3471605.250000 Penalty: 5147.679199
	Iteration 128Q: 3 clusters Score -3471605 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -3471600.500000 Penalty: 5147.679199
	Iteration 129Q: 3 clusters Score -3471600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -3471605.500000 Penalty: 5147.679199
	Iteration 130Q: 3 clusters Score -3471606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -3471612.250000 Penalty: 5147.679199
	Iteration 131Q: 3 clusters Score -3471612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -3471616.250000 Penalty: 5147.679199
	Iteration 132Q: 3 clusters Score -3471616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -3471616.250000 Penalty: 5147.679199
	Iteration 133Q: 3 clusters Score -3471616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -3471613.000000 Penalty: 5147.679199
	Iteration 134Q: 3 clusters Score -3471613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -3471616.750000 Penalty: 5147.679199
	Iteration 135Q: 3 clusters Score -3471617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -3471622.250000 Penalty: 5147.679199
	Iteration 136Q: 3 clusters Score -3471622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -3471619.000000 Penalty: 5147.679199
	Iteration 137Q: 3 clusters Score -3471619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -3471614.750000 Penalty: 5147.679199
	Iteration 138Q: 3 clusters Score -3471615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -3471609.250000 Penalty: 5147.679199
	Iteration 139Q: 3 clusters Score -3471609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -3471613.250000 Penalty: 5147.679199
	Iteration 140F: 3 clusters Score -3471613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -3471624.000000 Penalty: 5147.679199
	Iteration 141Q: 3 clusters Score -3471624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -3471625.500000 Penalty: 5147.679199
	Iteration 142Q: 3 clusters Score -3471626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -3471620.500000 Penalty: 5147.679199
	Iteration 143Q: 3 clusters Score -3471620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -3471620.500000 Penalty: 5147.679199
	Iteration 144Q: 3 clusters Score -3471620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -3471621.000000 Penalty: 5147.679199
	Iteration 145Q: 3 clusters Score -3471621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -3471622.250000 Penalty: 5147.679199
	Iteration 146Q: 3 clusters Score -3471622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -3471623.000000 Penalty: 5147.679199
	Iteration 147Q: 3 clusters Score -3471623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -3471620.250000 Penalty: 5147.679199
	Iteration 148Q: 3 clusters Score -3471620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -3471617.500000 Penalty: 5147.679199
	Iteration 149Q: 3 clusters Score -3471618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -3471615.750000 Penalty: 5147.679199
	Iteration 150Q: 3 clusters Score -3471616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -3471619.250000 Penalty: 5147.679199
	Iteration 151Q: 3 clusters Score -3471619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -3471616.500000 Penalty: 5147.679199
	Iteration 152Q: 3 clusters Score -3471616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -3471617.000000 Penalty: 5147.679199
	Iteration 153Q: 3 clusters Score -3471617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -3471619.750000 Penalty: 5147.679199
	Iteration 154Q: 3 clusters Score -3471620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -3471620.000000 Penalty: 5147.679199
	Iteration 155Q: 3 clusters Score -3471620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -3471619.000000 Penalty: 5147.679199
	Iteration 156Q: 3 clusters Score -3471619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -3471622.250000 Penalty: 5147.679199
	Iteration 157Q: 3 clusters Score -3471622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -3471624.500000 Penalty: 5147.679199
	Iteration 158Q: 3 clusters Score -3471624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -3471623.750000 Penalty: 5147.679199
	Iteration 159Q: 3 clusters Score -3471624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -3471623.500000 Penalty: 5147.679199
	Iteration 160F: 3 clusters Score -3471624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -3471626.250000 Penalty: 5147.679199
	Iteration 161Q: 3 clusters Score -3471626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -3471627.250000 Penalty: 5147.679199
	Iteration 162Q: 3 clusters Score -3471627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -3471630.250000 Penalty: 5147.679199
	Iteration 163Q: 3 clusters Score -3471630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -3471626.000000 Penalty: 5147.679199
	Iteration 164Q: 3 clusters Score -3471626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -3471626.500000 Penalty: 5147.679199
	Iteration 165Q: 3 clusters Score -3471626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -3471623.500000 Penalty: 5147.679199
	Iteration 166Q: 3 clusters Score -3471624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -3471621.250000 Penalty: 5147.679199
	Iteration 167Q: 3 clusters Score -3471621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -3471626.500000 Penalty: 5147.679199
	Iteration 168Q: 3 clusters Score -3471626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -3471628.750000 Penalty: 5147.679199
	Iteration 169Q: 3 clusters Score -3471629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -3471628.500000 Penalty: 5147.679199
	Iteration 170Q: 3 clusters Score -3471628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -3471629.250000 Penalty: 5147.679199
	Iteration 171Q: 3 clusters Score -3471629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -3471628.250000 Penalty: 5147.679199
	Iteration 172Q: 3 clusters Score -3471628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -3471627.500000 Penalty: 5147.679199
	Iteration 173Q: 3 clusters Score -3471628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -3471630.750000 Penalty: 5147.679199
	Iteration 174Q: 3 clusters Score -3471631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -3471623.000000 Penalty: 5147.679199
	Iteration 175Q: 3 clusters Score -3471623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -3471624.750000 Penalty: 5147.679199
	Iteration 176Q: 3 clusters Score -3471625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -3471621.500000 Penalty: 5147.679199
	Iteration 177Q: 3 clusters Score -3471622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -3471618.250000 Penalty: 5147.679199
	Iteration 178Q: 3 clusters Score -3471618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -3471614.000000 Penalty: 5147.679199
	Iteration 179Q: 3 clusters Score -3471614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -3471617.250000 Penalty: 5147.679199
	Iteration 180F: 3 clusters Score -3471617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -3471617.500000 Penalty: 5147.679199
	Iteration 181Q: 3 clusters Score -3471618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -3471620.750000 Penalty: 5147.679199
	Iteration 182Q: 3 clusters Score -3471621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -3471613.250000 Penalty: 5147.679199
	Iteration 183Q: 3 clusters Score -3471613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -3471620.750000 Penalty: 5147.679199
	Iteration 184Q: 3 clusters Score -3471621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -3471618.750000 Penalty: 5147.679199
	Iteration 185Q: 3 clusters Score -3471619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -3471615.000000 Penalty: 5147.679199
	Iteration 186Q: 3 clusters Score -3471615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -3471615.000000 Penalty: 5147.679199
	Iteration 187F: 3 clusters Score -3471615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (27760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Entering Unmasked Estep 
Score: -3046089.250000 Penalty: 2537.375244
	Iteration 0F: 2 clusters Score -3046089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -3026909.250000 Penalty: 5074.750488
	Iteration 0F: 3 clusters Score -3026909 nChanged 12546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -3033479.500000 Penalty: 5074.750488
	Iteration 1F: 3 clusters Score -3033480 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -3033930.750000 Penalty: 5074.750488
	Iteration 2Q: 3 clusters Score -3033931 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -3034379.500000 Penalty: 5074.750488
	Iteration 3Q: 3 clusters Score -3034380 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -3034796.750000 Penalty: 5074.750488
	Iteration 4Q: 3 clusters Score -3034797 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -3035273.500000 Penalty: 5074.750488
	Iteration 5Q: 3 clusters Score -3035274 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -3035780.500000 Penalty: 5074.750488
	Iteration 6Q: 3 clusters Score -3035780 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -3036419.750000 Penalty: 5074.750488
	Iteration 7Q: 3 clusters Score -3036420 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -3037187.000000 Penalty: 5074.750488
	Iteration 8Q: 3 clusters Score -3037187 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -3037982.750000 Penalty: 5074.750488
	Iteration 9Q: 3 clusters Score -3037983 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -3038834.500000 Penalty: 5074.750488
	Iteration 10Q: 3 clusters Score -3038834 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -3039682.000000 Penalty: 5074.750488
	Iteration 11Q: 3 clusters Score -3039682 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -3040504.500000 Penalty: 5074.750488
	Iteration 12Q: 3 clusters Score -3040504 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -3041210.250000 Penalty: 5074.750488
	Iteration 13Q: 3 clusters Score -3041210 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -3041726.000000 Penalty: 5074.750488
	Iteration 14Q: 3 clusters Score -3041726 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -3042075.000000 Penalty: 5074.750488
	Iteration 15Q: 3 clusters Score -3042075 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -3042291.500000 Penalty: 5074.750488
	Iteration 16Q: 3 clusters Score -3042292 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -3042462.750000 Penalty: 5074.750488
	Iteration 17Q: 3 clusters Score -3042463 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -3042615.250000 Penalty: 5074.750488
	Iteration 18Q: 3 clusters Score -3042615 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -3042731.000000 Penalty: 5074.750488
	Iteration 19Q: 3 clusters Score -3042731 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -3042838.750000 Penalty: 5074.750488
	Iteration 20F: 3 clusters Score -3042839 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -3042929.500000 Penalty: 5074.750488
	Iteration 21Q: 3 clusters Score -3042930 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -3043020.500000 Penalty: 5074.750488
	Iteration 22Q: 3 clusters Score -3043020 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -3043102.750000 Penalty: 5074.750488
	Iteration 23Q: 3 clusters Score -3043103 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -3043168.250000 Penalty: 5074.750488
	Iteration 24Q: 3 clusters Score -3043168 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -3043226.000000 Penalty: 5074.750488
	Iteration 25Q: 3 clusters Score -3043226 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -3043283.750000 Penalty: 5074.750488
	Iteration 26Q: 3 clusters Score -3043284 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3043322.750000 Penalty: 5074.750488
	Iteration 27Q: 3 clusters Score -3043323 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3043376.000000 Penalty: 5074.750488
	Iteration 28Q: 3 clusters Score -3043376 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3043431.000000 Penalty: 5074.750488
	Iteration 29Q: 3 clusters Score -3043431 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3043473.750000 Penalty: 5074.750488
	Iteration 30Q: 3 clusters Score -3043474 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3043518.750000 Penalty: 5074.750488
	Iteration 31Q: 3 clusters Score -3043519 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3043587.500000 Penalty: 5074.750488
	Iteration 32Q: 3 clusters Score -3043588 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3043630.250000 Penalty: 5074.750488
	Iteration 33Q: 3 clusters Score -3043630 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3043695.000000 Penalty: 5074.750488
	Iteration 34Q: 3 clusters Score -3043695 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3043740.500000 Penalty: 5074.750488
	Iteration 35Q: 3 clusters Score -3043740 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3043789.250000 Penalty: 5074.750488
	Iteration 36Q: 3 clusters Score -3043789 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3043819.250000 Penalty: 5074.750488
	Iteration 37Q: 3 clusters Score -3043819 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3043856.750000 Penalty: 5074.750488
	Iteration 38Q: 3 clusters Score -3043857 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3043885.250000 Penalty: 5074.750488
	Iteration 39Q: 3 clusters Score -3043885 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3043907.500000 Penalty: 5074.750488
	Iteration 40F: 3 clusters Score -3043908 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3043919.750000 Penalty: 5074.750488
	Iteration 41Q: 3 clusters Score -3043920 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3043950.000000 Penalty: 5074.750488
	Iteration 42Q: 3 clusters Score -3043950 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3043957.250000 Penalty: 5074.750488
	Iteration 43Q: 3 clusters Score -3043957 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3043967.500000 Penalty: 5074.750488
	Iteration 44Q: 3 clusters Score -3043968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3043977.500000 Penalty: 5074.750488
	Iteration 45Q: 3 clusters Score -3043978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3043989.500000 Penalty: 5074.750488
	Iteration 46Q: 3 clusters Score -3043990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3043993.500000 Penalty: 5074.750488
	Iteration 47Q: 3 clusters Score -3043994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3044000.500000 Penalty: 5074.750488
	Iteration 48Q: 3 clusters Score -3044000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3044005.000000 Penalty: 5074.750488
	Iteration 49Q: 3 clusters Score -3044005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3044008.250000 Penalty: 5074.750488
	Iteration 50Q: 3 clusters Score -3044008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3044012.500000 Penalty: 5074.750488
	Iteration 51Q: 3 clusters Score -3044012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3044012.750000 Penalty: 5074.750488
	Iteration 52Q: 3 clusters Score -3044013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3044014.500000 Penalty: 5074.750488
	Iteration 53Q: 3 clusters Score -3044014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3044020.500000 Penalty: 5074.750488
	Iteration 54Q: 3 clusters Score -3044020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3044026.500000 Penalty: 5074.750488
	Iteration 55Q: 3 clusters Score -3044026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3044031.000000 Penalty: 5074.750488
	Iteration 56Q: 3 clusters Score -3044031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3044031.500000 Penalty: 5074.750488
	Iteration 57Q: 3 clusters Score -3044032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3044038.000000 Penalty: 5074.750488
	Iteration 58Q: 3 clusters Score -3044038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3044038.250000 Penalty: 5074.750488
	Iteration 59Q: 3 clusters Score -3044038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3044046.750000 Penalty: 5074.750488
	Iteration 60F: 3 clusters Score -3044047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3044054.000000 Penalty: 5074.750488
	Iteration 61Q: 3 clusters Score -3044054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3044051.000000 Penalty: 5074.750488
	Iteration 62Q: 3 clusters Score -3044051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3044053.500000 Penalty: 5074.750488
	Iteration 63Q: 3 clusters Score -3044054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3044056.000000 Penalty: 5074.750488
	Iteration 64Q: 3 clusters Score -3044056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3044056.500000 Penalty: 5074.750488
	Iteration 65Q: 3 clusters Score -3044056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3044062.000000 Penalty: 5074.750488
	Iteration 66Q: 3 clusters Score -3044062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3044062.000000 Penalty: 5074.750488
	Iteration 67F: 3 clusters Score -3044062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Entering Unmasked Estep 
Score: -1409311.000000 Penalty: 2375.472656
	Iteration 0F: 2 clusters Score -1409311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1398684.875000 Penalty: 4750.945312
	Iteration 0F: 3 clusters Score -1398685 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1402081.000000 Penalty: 4750.945312
	Iteration 1F: 3 clusters Score -1402081 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1402495.125000 Penalty: 4750.945312
	Iteration 2F: 3 clusters Score -1402495 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1402844.250000 Penalty: 4750.945312
	Iteration 3F: 3 clusters Score -1402844 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1403125.625000 Penalty: 4750.945312
	Iteration 4Q: 3 clusters Score -1403126 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1403386.125000 Penalty: 4750.945312
	Iteration 5Q: 3 clusters Score -1403386 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1403594.375000 Penalty: 4750.945312
	Iteration 6Q: 3 clusters Score -1403594 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1403755.625000 Penalty: 4750.945312
	Iteration 7Q: 3 clusters Score -1403756 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1403888.000000 Penalty: 4750.945312
	Iteration 8Q: 3 clusters Score -1403888 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1404026.750000 Penalty: 4750.945312
	Iteration 9Q: 3 clusters Score -1404027 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1404175.625000 Penalty: 4750.945312
	Iteration 10Q: 3 clusters Score -1404176 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1404315.625000 Penalty: 4750.945312
	Iteration 11Q: 3 clusters Score -1404316 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1404461.125000 Penalty: 4750.945312
	Iteration 12Q: 3 clusters Score -1404461 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1404629.500000 Penalty: 4750.945312
	Iteration 13Q: 3 clusters Score -1404630 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1404805.375000 Penalty: 4750.945312
	Iteration 14Q: 3 clusters Score -1404805 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1404960.375000 Penalty: 4750.945312
	Iteration 15Q: 3 clusters Score -1404960 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1405119.625000 Penalty: 4750.945312
	Iteration 16Q: 3 clusters Score -1405120 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1405262.750000 Penalty: 4750.945312
	Iteration 17Q: 3 clusters Score -1405263 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1405392.250000 Penalty: 4750.945312
	Iteration 18Q: 3 clusters Score -1405392 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1405523.375000 Penalty: 4750.945312
	Iteration 19Q: 3 clusters Score -1405523 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1405638.875000 Penalty: 4750.945312
	Iteration 20F: 3 clusters Score -1405639 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1405728.000000 Penalty: 4750.945312
	Iteration 21Q: 3 clusters Score -1405728 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1405788.250000 Penalty: 4750.945312
	Iteration 22Q: 3 clusters Score -1405788 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1405834.750000 Penalty: 4750.945312
	Iteration 23Q: 3 clusters Score -1405835 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1405867.625000 Penalty: 4750.945312
	Iteration 24Q: 3 clusters Score -1405868 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1405902.000000 Penalty: 4750.945312
	Iteration 25Q: 3 clusters Score -1405902 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1405941.750000 Penalty: 4750.945312
	Iteration 26Q: 3 clusters Score -1405942 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1405968.625000 Penalty: 4750.945312
	Iteration 27Q: 3 clusters Score -1405969 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1406002.500000 Penalty: 4750.945312
	Iteration 28Q: 3 clusters Score -1406002 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1406032.750000 Penalty: 4750.945312
	Iteration 29Q: 3 clusters Score -1406033 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1406070.125000 Penalty: 4750.945312
	Iteration 30Q: 3 clusters Score -1406070 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1406095.750000 Penalty: 4750.945312
	Iteration 31Q: 3 clusters Score -1406096 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1406129.625000 Penalty: 4750.945312
	Iteration 32Q: 3 clusters Score -1406130 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1406166.750000 Penalty: 4750.945312
	Iteration 33Q: 3 clusters Score -1406167 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1406203.375000 Penalty: 4750.945312
	Iteration 34Q: 3 clusters Score -1406203 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1406236.125000 Penalty: 4750.945312
	Iteration 35Q: 3 clusters Score -1406236 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1406270.625000 Penalty: 4750.945312
	Iteration 36Q: 3 clusters Score -1406271 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1406312.000000 Penalty: 4750.945312
	Iteration 37Q: 3 clusters Score -1406312 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1406353.375000 Penalty: 4750.945312
	Iteration 38Q: 3 clusters Score -1406353 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1406402.750000 Penalty: 4750.945312
	Iteration 39Q: 3 clusters Score -1406403 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1406446.875000 Penalty: 4750.945312
	Iteration 40F: 3 clusters Score -1406447 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1406491.000000 Penalty: 4750.945312
	Iteration 41Q: 3 clusters Score -1406491 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1406542.000000 Penalty: 4750.945312
	Iteration 42Q: 3 clusters Score -1406542 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1406595.000000 Penalty: 4750.945312
	Iteration 43Q: 3 clusters Score -1406595 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1406655.375000 Penalty: 4750.945312
	Iteration 44Q: 3 clusters Score -1406655 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1406727.500000 Penalty: 4750.945312
	Iteration 45Q: 3 clusters Score -1406728 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1406789.500000 Penalty: 4750.945312
	Iteration 46Q: 3 clusters Score -1406790 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1406857.000000 Penalty: 4750.945312
	Iteration 47Q: 3 clusters Score -1406857 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1406930.875000 Penalty: 4750.945312
	Iteration 48Q: 3 clusters Score -1406931 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1406983.375000 Penalty: 4750.945312
	Iteration 49Q: 3 clusters Score -1406983 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1407035.250000 Penalty: 4750.945312
	Iteration 50Q: 3 clusters Score -1407035 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1407067.875000 Penalty: 4750.945312
	Iteration 51Q: 3 clusters Score -1407068 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1407101.500000 Penalty: 4750.945312
	Iteration 52Q: 3 clusters Score -1407102 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1407125.125000 Penalty: 4750.945312
	Iteration 53Q: 3 clusters Score -1407125 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1407148.250000 Penalty: 4750.945312
	Iteration 54Q: 3 clusters Score -1407148 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1407163.750000 Penalty: 4750.945312
	Iteration 55Q: 3 clusters Score -1407164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1407183.375000 Penalty: 4750.945312
	Iteration 56Q: 3 clusters Score -1407183 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1407204.750000 Penalty: 4750.945312
	Iteration 57Q: 3 clusters Score -1407205 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1407223.750000 Penalty: 4750.945312
	Iteration 58Q: 3 clusters Score -1407224 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1407252.625000 Penalty: 4750.945312
	Iteration 59Q: 3 clusters Score -1407253 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1407270.375000 Penalty: 4750.945312
	Iteration 60F: 3 clusters Score -1407270 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1407292.375000 Penalty: 4750.945312
	Iteration 61Q: 3 clusters Score -1407292 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1407307.000000 Penalty: 4750.945312
	Iteration 62Q: 3 clusters Score -1407307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1407320.500000 Penalty: 4750.945312
	Iteration 63Q: 3 clusters Score -1407320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1407334.125000 Penalty: 4750.945312
	Iteration 64Q: 3 clusters Score -1407334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1407347.875000 Penalty: 4750.945312
	Iteration 65Q: 3 clusters Score -1407348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1407353.750000 Penalty: 4750.945312
	Iteration 66Q: 3 clusters Score -1407354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1407362.250000 Penalty: 4750.945312
	Iteration 67Q: 3 clusters Score -1407362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1407369.250000 Penalty: 4750.945312
	Iteration 68Q: 3 clusters Score -1407369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1407369.000000 Penalty: 4750.945312
	Iteration 69Q: 3 clusters Score -1407369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1407372.625000 Penalty: 4750.945312
	Iteration 70Q: 3 clusters Score -1407373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1407369.375000 Penalty: 4750.945312
	Iteration 71Q: 3 clusters Score -1407369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1407373.500000 Penalty: 4750.945312
	Iteration 72Q: 3 clusters Score -1407374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1407373.625000 Penalty: 4750.945312
	Iteration 73Q: 3 clusters Score -1407374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -1407374.250000 Penalty: 4750.945312
	Iteration 74Q: 3 clusters Score -1407374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1407376.875000 Penalty: 4750.945312
	Iteration 75Q: 3 clusters Score -1407377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1407376.375000 Penalty: 4750.945312
	Iteration 76Q: 3 clusters Score -1407376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1407378.500000 Penalty: 4750.945312
	Iteration 77Q: 3 clusters Score -1407378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1407377.625000 Penalty: 4750.945312
	Iteration 78Q: 3 clusters Score -1407378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1407378.375000 Penalty: 4750.945312
	Iteration 79Q: 3 clusters Score -1407378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1407378.375000 Penalty: 4750.945312
	Iteration 80F: 3 clusters Score -1407378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Entering Unmasked Estep 
Score: -1338599.000000 Penalty: 2361.675537
	Iteration 0F: 2 clusters Score -1338599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1328499.000000 Penalty: 4723.351074
	Iteration 0F: 3 clusters Score -1328499 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1331768.250000 Penalty: 4723.351074
	Iteration 1F: 3 clusters Score -1331768 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1332257.625000 Penalty: 4723.351074
	Iteration 2F: 3 clusters Score -1332258 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1332685.000000 Penalty: 4723.351074
	Iteration 3F: 3 clusters Score -1332685 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1333090.375000 Penalty: 4723.351074
	Iteration 4F: 3 clusters Score -1333090 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1333490.875000 Penalty: 4723.351074
	Iteration 5Q: 3 clusters Score -1333491 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1333901.500000 Penalty: 4723.351074
	Iteration 6Q: 3 clusters Score -1333902 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1334278.875000 Penalty: 4723.351074
	Iteration 7Q: 3 clusters Score -1334279 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1334651.375000 Penalty: 4723.351074
	Iteration 8Q: 3 clusters Score -1334651 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1335018.875000 Penalty: 4723.351074
	Iteration 9Q: 3 clusters Score -1335019 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1335336.000000 Penalty: 4723.351074
	Iteration 10Q: 3 clusters Score -1335336 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1335643.000000 Penalty: 4723.351074
	Iteration 11Q: 3 clusters Score -1335643 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1335901.500000 Penalty: 4723.351074
	Iteration 12Q: 3 clusters Score -1335902 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1336132.875000 Penalty: 4723.351074
	Iteration 13Q: 3 clusters Score -1336133 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1336298.125000 Penalty: 4723.351074
	Iteration 14Q: 3 clusters Score -1336298 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1336418.250000 Penalty: 4723.351074
	Iteration 15Q: 3 clusters Score -1336418 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1336490.875000 Penalty: 4723.351074
	Iteration 16Q: 3 clusters Score -1336491 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1336550.125000 Penalty: 4723.351074
	Iteration 17Q: 3 clusters Score -1336550 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1336604.625000 Penalty: 4723.351074
	Iteration 18Q: 3 clusters Score -1336605 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1336623.250000 Penalty: 4723.351074
	Iteration 19Q: 3 clusters Score -1336623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1336631.375000 Penalty: 4723.351074
	Iteration 20F: 3 clusters Score -1336631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1336637.000000 Penalty: 4723.351074
	Iteration 21Q: 3 clusters Score -1336637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1336645.000000 Penalty: 4723.351074
	Iteration 22Q: 3 clusters Score -1336645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1336650.000000 Penalty: 4723.351074
	Iteration 23Q: 3 clusters Score -1336650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1336650.750000 Penalty: 4723.351074
	Iteration 24Q: 3 clusters Score -1336651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1336656.500000 Penalty: 4723.351074
	Iteration 25Q: 3 clusters Score -1336656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1336659.500000 Penalty: 4723.351074
	Iteration 26Q: 3 clusters Score -1336660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1336665.250000 Penalty: 4723.351074
	Iteration 27Q: 3 clusters Score -1336665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1336666.375000 Penalty: 4723.351074
	Iteration 28Q: 3 clusters Score -1336666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1336669.625000 Penalty: 4723.351074
	Iteration 29Q: 3 clusters Score -1336670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1336670.000000 Penalty: 4723.351074
	Iteration 30Q: 3 clusters Score -1336670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1336670.000000 Penalty: 4723.351074
	Iteration 31F: 3 clusters Score -1336670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Entering Unmasked Estep 
Score: -1107366.750000 Penalty: 2294.843262
	Iteration 0F: 2 clusters Score -1107367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1099518.375000 Penalty: 4589.686523
	Iteration 0F: 3 clusters Score -1099518 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1101969.375000 Penalty: 4589.686523
	Iteration 1F: 3 clusters Score -1101969 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1102413.000000 Penalty: 4589.686523
	Iteration 2F: 3 clusters Score -1102413 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1102840.875000 Penalty: 4589.686523
	Iteration 3F: 3 clusters Score -1102841 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1103214.375000 Penalty: 4589.686523
	Iteration 4F: 3 clusters Score -1103214 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1103554.250000 Penalty: 4589.686523
	Iteration 5Q: 3 clusters Score -1103554 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1103870.500000 Penalty: 4589.686523
	Iteration 6Q: 3 clusters Score -1103870 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1104119.875000 Penalty: 4589.686523
	Iteration 7Q: 3 clusters Score -1104120 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1104300.000000 Penalty: 4589.686523
	Iteration 8Q: 3 clusters Score -1104300 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1104456.125000 Penalty: 4589.686523
	Iteration 9Q: 3 clusters Score -1104456 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1104597.000000 Penalty: 4589.686523
	Iteration 10Q: 3 clusters Score -1104597 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1104739.000000 Penalty: 4589.686523
	Iteration 11Q: 3 clusters Score -1104739 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1104861.625000 Penalty: 4589.686523
	Iteration 12Q: 3 clusters Score -1104862 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1104967.375000 Penalty: 4589.686523
	Iteration 13Q: 3 clusters Score -1104967 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1105062.500000 Penalty: 4589.686523
	Iteration 14Q: 3 clusters Score -1105062 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1105149.000000 Penalty: 4589.686523
	Iteration 15Q: 3 clusters Score -1105149 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1105223.875000 Penalty: 4589.686523
	Iteration 16Q: 3 clusters Score -1105224 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1105284.750000 Penalty: 4589.686523
	Iteration 17Q: 3 clusters Score -1105285 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1105332.875000 Penalty: 4589.686523
	Iteration 18Q: 3 clusters Score -1105333 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1105373.750000 Penalty: 4589.686523
	Iteration 19Q: 3 clusters Score -1105374 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1105405.250000 Penalty: 4589.686523
	Iteration 20F: 3 clusters Score -1105405 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1105441.500000 Penalty: 4589.686523
	Iteration 21Q: 3 clusters Score -1105442 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1105465.625000 Penalty: 4589.686523
	Iteration 22Q: 3 clusters Score -1105466 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1105484.375000 Penalty: 4589.686523
	Iteration 23Q: 3 clusters Score -1105484 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1105491.125000 Penalty: 4589.686523
	Iteration 24Q: 3 clusters Score -1105491 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1105507.500000 Penalty: 4589.686523
	Iteration 25Q: 3 clusters Score -1105508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1105513.000000 Penalty: 4589.686523
	Iteration 26Q: 3 clusters Score -1105513 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1105518.500000 Penalty: 4589.686523
	Iteration 27Q: 3 clusters Score -1105518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1105523.875000 Penalty: 4589.686523
	Iteration 28Q: 3 clusters Score -1105524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1105529.000000 Penalty: 4589.686523
	Iteration 29Q: 3 clusters Score -1105529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1105534.250000 Penalty: 4589.686523
	Iteration 30Q: 3 clusters Score -1105534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1105539.125000 Penalty: 4589.686523
	Iteration 31Q: 3 clusters Score -1105539 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1105544.875000 Penalty: 4589.686523
	Iteration 32Q: 3 clusters Score -1105545 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1105551.500000 Penalty: 4589.686523
	Iteration 33Q: 3 clusters Score -1105552 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1105559.625000 Penalty: 4589.686523
	Iteration 34Q: 3 clusters Score -1105560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1105566.500000 Penalty: 4589.686523
	Iteration 35Q: 3 clusters Score -1105566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1105568.875000 Penalty: 4589.686523
	Iteration 36Q: 3 clusters Score -1105569 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1105574.000000 Penalty: 4589.686523
	Iteration 37Q: 3 clusters Score -1105574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1105577.375000 Penalty: 4589.686523
	Iteration 38Q: 3 clusters Score -1105577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1105583.000000 Penalty: 4589.686523
	Iteration 39Q: 3 clusters Score -1105583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1105583.000000 Penalty: 4589.686523
	Iteration 40F: 3 clusters Score -1105583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1105582.750000 Penalty: 4589.686523
	Iteration 41Q: 3 clusters Score -1105583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1105584.125000 Penalty: 4589.686523
	Iteration 42Q: 3 clusters Score -1105584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1105584.250000 Penalty: 4589.686523
	Iteration 43Q: 3 clusters Score -1105584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1105584.625000 Penalty: 4589.686523
	Iteration 44Q: 3 clusters Score -1105585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1105585.625000 Penalty: 4589.686523
	Iteration 45Q: 3 clusters Score -1105586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1105588.000000 Penalty: 4589.686523
	Iteration 46Q: 3 clusters Score -1105588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1105588.125000 Penalty: 4589.686523
	Iteration 47Q: 3 clusters Score -1105588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1105590.125000 Penalty: 4589.686523
	Iteration 48Q: 3 clusters Score -1105590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1105591.750000 Penalty: 4589.686523
	Iteration 49Q: 3 clusters Score -1105592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1105594.750000 Penalty: 4589.686523
	Iteration 50Q: 3 clusters Score -1105595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1105595.250000 Penalty: 4589.686523
	Iteration 51Q: 3 clusters Score -1105595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1105591.375000 Penalty: 4589.686523
	Iteration 52Q: 3 clusters Score -1105591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1105594.125000 Penalty: 4589.686523
	Iteration 53Q: 3 clusters Score -1105594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1105594.000000 Penalty: 4589.686523
	Iteration 54Q: 3 clusters Score -1105594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1105592.875000 Penalty: 4589.686523
	Iteration 55Q: 3 clusters Score -1105593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1105594.500000 Penalty: 4589.686523
	Iteration 56Q: 3 clusters Score -1105594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1105594.750000 Penalty: 4589.686523
	Iteration 57Q: 3 clusters Score -1105595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1105595.125000 Penalty: 4589.686523
	Iteration 58Q: 3 clusters Score -1105595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1105596.250000 Penalty: 4589.686523
	Iteration 59Q: 3 clusters Score -1105596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1105595.250000 Penalty: 4589.686523
	Iteration 60F: 3 clusters Score -1105595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1105598.625000 Penalty: 4589.686523
	Iteration 61Q: 3 clusters Score -1105599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1105600.875000 Penalty: 4589.686523
	Iteration 62Q: 3 clusters Score -1105601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1105601.375000 Penalty: 4589.686523
	Iteration 63Q: 3 clusters Score -1105601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1105599.625000 Penalty: 4589.686523
	Iteration 64Q: 3 clusters Score -1105600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1105599.625000 Penalty: 4589.686523
	Iteration 65Q: 3 clusters Score -1105600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1105599.625000 Penalty: 4589.686523
	Iteration 66F: 3 clusters Score -1105600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (13424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Entering Unmasked Estep 
Score: -964268.937500 Penalty: 2357.190430
	Iteration 0F: 2 clusters Score -964268.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -954389.687500 Penalty: 4714.380859
	Iteration 0F: 3 clusters Score -954389.7 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -957502.500000 Penalty: 4714.380859
	Iteration 1F: 3 clusters Score -957502.5 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -957937.312500 Penalty: 4714.380859
	Iteration 2F: 3 clusters Score -957937.3 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -958351.062500 Penalty: 4714.380859
	Iteration 3F: 3 clusters Score -958351.1 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -958705.812500 Penalty: 4714.380859
	Iteration 4Q: 3 clusters Score -958705.8 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -959016.312500 Penalty: 4714.380859
	Iteration 5Q: 3 clusters Score -959016.3 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -959313.937500 Penalty: 4714.380859
	Iteration 6Q: 3 clusters Score -959313.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -959629.437500 Penalty: 4714.380859
	Iteration 7Q: 3 clusters Score -959629.4 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -959959.375000 Penalty: 4714.380859
	Iteration 8Q: 3 clusters Score -959959.4 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -960269.687500 Penalty: 4714.380859
	Iteration 9Q: 3 clusters Score -960269.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -960558.687500 Penalty: 4714.380859
	Iteration 10Q: 3 clusters Score -960558.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -960804.312500 Penalty: 4714.380859
	Iteration 11Q: 3 clusters Score -960804.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -960999.375000 Penalty: 4714.380859
	Iteration 12Q: 3 clusters Score -960999.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -961160.937500 Penalty: 4714.380859
	Iteration 13Q: 3 clusters Score -961160.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -961310.312500 Penalty: 4714.380859
	Iteration 14Q: 3 clusters Score -961310.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -961477.687500 Penalty: 4714.380859
	Iteration 15Q: 3 clusters Score -961477.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -961628.437500 Penalty: 4714.380859
	Iteration 16Q: 3 clusters Score -961628.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -961757.812500 Penalty: 4714.380859
	Iteration 17Q: 3 clusters Score -961757.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -961857.500000 Penalty: 4714.380859
	Iteration 18Q: 3 clusters Score -961857.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -961942.125000 Penalty: 4714.380859
	Iteration 19Q: 3 clusters Score -961942.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -962002.187500 Penalty: 4714.380859
	Iteration 20F: 3 clusters Score -962002.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -962046.375000 Penalty: 4714.380859
	Iteration 21Q: 3 clusters Score -962046.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -962077.750000 Penalty: 4714.380859
	Iteration 22Q: 3 clusters Score -962077.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -962113.062500 Penalty: 4714.380859
	Iteration 23Q: 3 clusters Score -962113.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -962133.625000 Penalty: 4714.380859
	Iteration 24Q: 3 clusters Score -962133.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -962163.062500 Penalty: 4714.380859
	Iteration 25Q: 3 clusters Score -962163.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -962189.312500 Penalty: 4714.380859
	Iteration 26Q: 3 clusters Score -962189.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -962215.312500 Penalty: 4714.380859
	Iteration 27Q: 3 clusters Score -962215.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -962245.750000 Penalty: 4714.380859
	Iteration 28Q: 3 clusters Score -962245.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -962269.500000 Penalty: 4714.380859
	Iteration 29Q: 3 clusters Score -962269.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -962303.625000 Penalty: 4714.380859
	Iteration 30Q: 3 clusters Score -962303.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -962336.625000 Penalty: 4714.380859
	Iteration 31Q: 3 clusters Score -962336.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -962362.937500 Penalty: 4714.380859
	Iteration 32Q: 3 clusters Score -962362.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -962392.750000 Penalty: 4714.380859
	Iteration 33Q: 3 clusters Score -962392.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -962431.937500 Penalty: 4714.380859
	Iteration 34Q: 3 clusters Score -962431.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -962462.375000 Penalty: 4714.380859
	Iteration 35Q: 3 clusters Score -962462.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -962499.437500 Penalty: 4714.380859
	Iteration 36Q: 3 clusters Score -962499.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -962553.625000 Penalty: 4714.380859
	Iteration 37Q: 3 clusters Score -962553.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -962620.062500 Penalty: 4714.380859
	Iteration 38Q: 3 clusters Score -962620.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -962686.187500 Penalty: 4714.380859
	Iteration 39Q: 3 clusters Score -962686.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -962752.187500 Penalty: 4714.380859
	Iteration 40F: 3 clusters Score -962752.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -962817.250000 Penalty: 4714.380859
	Iteration 41Q: 3 clusters Score -962817.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -962867.875000 Penalty: 4714.380859
	Iteration 42Q: 3 clusters Score -962867.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -962904.375000 Penalty: 4714.380859
	Iteration 43Q: 3 clusters Score -962904.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -962924.625000 Penalty: 4714.380859
	Iteration 44Q: 3 clusters Score -962924.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -962940.250000 Penalty: 4714.380859
	Iteration 45Q: 3 clusters Score -962940.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -962954.437500 Penalty: 4714.380859
	Iteration 46Q: 3 clusters Score -962954.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -962962.562500 Penalty: 4714.380859
	Iteration 47Q: 3 clusters Score -962962.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -962965.312500 Penalty: 4714.380859
	Iteration 48Q: 3 clusters Score -962965.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -962966.687500 Penalty: 4714.380859
	Iteration 49Q: 3 clusters Score -962966.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -962970.375000 Penalty: 4714.380859
	Iteration 50Q: 3 clusters Score -962970.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -962971.687500 Penalty: 4714.380859
	Iteration 51Q: 3 clusters Score -962971.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -962970.937500 Penalty: 4714.380859
	Iteration 52Q: 3 clusters Score -962970.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -962973.625000 Penalty: 4714.380859
	Iteration 53Q: 3 clusters Score -962973.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -962976.312500 Penalty: 4714.380859
	Iteration 54Q: 3 clusters Score -962976.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -962978.875000 Penalty: 4714.380859
	Iteration 55Q: 3 clusters Score -962978.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -962979.500000 Penalty: 4714.380859
	Iteration 56Q: 3 clusters Score -962979.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -962980.125000 Penalty: 4714.380859
	Iteration 57Q: 3 clusters Score -962980.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -962978.687500 Penalty: 4714.380859
	Iteration 58Q: 3 clusters Score -962978.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -962978.125000 Penalty: 4714.380859
	Iteration 59Q: 3 clusters Score -962978.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -962978.625000 Penalty: 4714.380859
	Iteration 60F: 3 clusters Score -962978.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -962979.125000 Penalty: 4714.380859
	Iteration 61Q: 3 clusters Score -962979.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -962979.125000 Penalty: 4714.380859
	Iteration 62F: 3 clusters Score -962979.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (17216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Entering Unmasked Estep 
Score: -1679111.875000 Penalty: 2418.891357
	Iteration 0F: 2 clusters Score -1679112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1666865.125000 Penalty: 4837.782715
	Iteration 0F: 3 clusters Score -1666865 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1671016.125000 Penalty: 4837.782715
	Iteration 1F: 3 clusters Score -1671016 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1671725.000000 Penalty: 4837.782715
	Iteration 2F: 3 clusters Score -1671725 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1672439.125000 Penalty: 4837.782715
	Iteration 3F: 3 clusters Score -1672439 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1673182.125000 Penalty: 4837.782715
	Iteration 4F: 3 clusters Score -1673182 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1673895.875000 Penalty: 4837.782715
	Iteration 5F: 3 clusters Score -1673896 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1674514.875000 Penalty: 4837.782715
	Iteration 6F: 3 clusters Score -1674515 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1674976.750000 Penalty: 4837.782715
	Iteration 7F: 3 clusters Score -1674977 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1675276.500000 Penalty: 4837.782715
	Iteration 8Q: 3 clusters Score -1675276 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1675448.250000 Penalty: 4837.782715
	Iteration 9Q: 3 clusters Score -1675448 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1675558.875000 Penalty: 4837.782715
	Iteration 10Q: 3 clusters Score -1675559 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1675644.125000 Penalty: 4837.782715
	Iteration 11Q: 3 clusters Score -1675644 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1675706.125000 Penalty: 4837.782715
	Iteration 12Q: 3 clusters Score -1675706 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1675764.625000 Penalty: 4837.782715
	Iteration 13Q: 3 clusters Score -1675765 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1675814.000000 Penalty: 4837.782715
	Iteration 14Q: 3 clusters Score -1675814 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1675854.000000 Penalty: 4837.782715
	Iteration 15Q: 3 clusters Score -1675854 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1675894.750000 Penalty: 4837.782715
	Iteration 16Q: 3 clusters Score -1675895 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1675923.875000 Penalty: 4837.782715
	Iteration 17Q: 3 clusters Score -1675924 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1675956.750000 Penalty: 4837.782715
	Iteration 18Q: 3 clusters Score -1675957 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1675987.500000 Penalty: 4837.782715
	Iteration 19Q: 3 clusters Score -1675988 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1676025.875000 Penalty: 4837.782715
	Iteration 20F: 3 clusters Score -1676026 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1676072.125000 Penalty: 4837.782715
	Iteration 21Q: 3 clusters Score -1676072 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1676119.625000 Penalty: 4837.782715
	Iteration 22Q: 3 clusters Score -1676120 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1676168.875000 Penalty: 4837.782715
	Iteration 23Q: 3 clusters Score -1676169 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1676231.375000 Penalty: 4837.782715
	Iteration 24Q: 3 clusters Score -1676231 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1676286.500000 Penalty: 4837.782715
	Iteration 25Q: 3 clusters Score -1676286 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1676336.750000 Penalty: 4837.782715
	Iteration 26Q: 3 clusters Score -1676337 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1676386.250000 Penalty: 4837.782715
	Iteration 27Q: 3 clusters Score -1676386 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1676429.250000 Penalty: 4837.782715
	Iteration 28Q: 3 clusters Score -1676429 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1676482.375000 Penalty: 4837.782715
	Iteration 29Q: 3 clusters Score -1676482 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1676523.125000 Penalty: 4837.782715
	Iteration 30Q: 3 clusters Score -1676523 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1676566.250000 Penalty: 4837.782715
	Iteration 31Q: 3 clusters Score -1676566 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1676597.125000 Penalty: 4837.782715
	Iteration 32Q: 3 clusters Score -1676597 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1676634.875000 Penalty: 4837.782715
	Iteration 33Q: 3 clusters Score -1676635 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1676652.250000 Penalty: 4837.782715
	Iteration 34Q: 3 clusters Score -1676652 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1676681.875000 Penalty: 4837.782715
	Iteration 35Q: 3 clusters Score -1676682 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1676694.750000 Penalty: 4837.782715
	Iteration 36Q: 3 clusters Score -1676695 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1676718.875000 Penalty: 4837.782715
	Iteration 37Q: 3 clusters Score -1676719 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1676746.750000 Penalty: 4837.782715
	Iteration 38Q: 3 clusters Score -1676747 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1676758.375000 Penalty: 4837.782715
	Iteration 39Q: 3 clusters Score -1676758 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1676778.375000 Penalty: 4837.782715
	Iteration 40F: 3 clusters Score -1676778 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1676791.250000 Penalty: 4837.782715
	Iteration 41Q: 3 clusters Score -1676791 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1676804.750000 Penalty: 4837.782715
	Iteration 42Q: 3 clusters Score -1676805 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1676825.375000 Penalty: 4837.782715
	Iteration 43Q: 3 clusters Score -1676825 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1676848.125000 Penalty: 4837.782715
	Iteration 44Q: 3 clusters Score -1676848 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1676862.375000 Penalty: 4837.782715
	Iteration 45Q: 3 clusters Score -1676862 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1676883.250000 Penalty: 4837.782715
	Iteration 46Q: 3 clusters Score -1676883 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1676896.875000 Penalty: 4837.782715
	Iteration 47Q: 3 clusters Score -1676897 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1676914.625000 Penalty: 4837.782715
	Iteration 48Q: 3 clusters Score -1676915 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1676918.875000 Penalty: 4837.782715
	Iteration 49Q: 3 clusters Score -1676919 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1676933.875000 Penalty: 4837.782715
	Iteration 50Q: 3 clusters Score -1676934 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1676938.125000 Penalty: 4837.782715
	Iteration 51Q: 3 clusters Score -1676938 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1676948.500000 Penalty: 4837.782715
	Iteration 52Q: 3 clusters Score -1676948 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1676948.375000 Penalty: 4837.782715
	Iteration 53Q: 3 clusters Score -1676948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1676950.000000 Penalty: 4837.782715
	Iteration 54Q: 3 clusters Score -1676950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1676953.250000 Penalty: 4837.782715
	Iteration 55Q: 3 clusters Score -1676953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1676958.000000 Penalty: 4837.782715
	Iteration 56Q: 3 clusters Score -1676958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1676956.125000 Penalty: 4837.782715
	Iteration 57Q: 3 clusters Score -1676956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1676960.875000 Penalty: 4837.782715
	Iteration 58Q: 3 clusters Score -1676961 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1676966.750000 Penalty: 4837.782715
	Iteration 59Q: 3 clusters Score -1676967 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1676974.000000 Penalty: 4837.782715
	Iteration 60F: 3 clusters Score -1676974 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1676972.375000 Penalty: 4837.782715
	Iteration 61Q: 3 clusters Score -1676972 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1676982.375000 Penalty: 4837.782715
	Iteration 62Q: 3 clusters Score -1676982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1676989.250000 Penalty: 4837.782715
	Iteration 63Q: 3 clusters Score -1676989 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1676990.500000 Penalty: 4837.782715
	Iteration 64Q: 3 clusters Score -1676990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1676990.250000 Penalty: 4837.782715
	Iteration 65Q: 3 clusters Score -1676990 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1676998.625000 Penalty: 4837.782715
	Iteration 66Q: 3 clusters Score -1676999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1676997.875000 Penalty: 4837.782715
	Iteration 67Q: 3 clusters Score -1676998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1676995.500000 Penalty: 4837.782715
	Iteration 68Q: 3 clusters Score -1676996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1677000.500000 Penalty: 4837.782715
	Iteration 69Q: 3 clusters Score -1677000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1677010.500000 Penalty: 4837.782715
	Iteration 70Q: 3 clusters Score -1677010 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1677016.875000 Penalty: 4837.782715
	Iteration 71Q: 3 clusters Score -1677017 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1677022.375000 Penalty: 4837.782715
	Iteration 72Q: 3 clusters Score -1677022 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1677021.250000 Penalty: 4837.782715
	Iteration 73Q: 3 clusters Score -1677021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1677025.000000 Penalty: 4837.782715
	Iteration 74Q: 3 clusters Score -1677025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1677031.625000 Penalty: 4837.782715
	Iteration 75Q: 3 clusters Score -1677032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1677032.250000 Penalty: 4837.782715
	Iteration 76Q: 3 clusters Score -1677032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1677036.125000 Penalty: 4837.782715
	Iteration 77Q: 3 clusters Score -1677036 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1677035.125000 Penalty: 4837.782715
	Iteration 78Q: 3 clusters Score -1677035 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1677035.625000 Penalty: 4837.782715
	Iteration 79Q: 3 clusters Score -1677036 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1677040.625000 Penalty: 4837.782715
	Iteration 80F: 3 clusters Score -1677041 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1677053.875000 Penalty: 4837.782715
	Iteration 81Q: 3 clusters Score -1677054 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1677058.375000 Penalty: 4837.782715
	Iteration 82Q: 3 clusters Score -1677058 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1677067.500000 Penalty: 4837.782715
	Iteration 83Q: 3 clusters Score -1677068 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1677073.750000 Penalty: 4837.782715
	Iteration 84Q: 3 clusters Score -1677074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1677077.750000 Penalty: 4837.782715
	Iteration 85Q: 3 clusters Score -1677078 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1677084.625000 Penalty: 4837.782715
	Iteration 86Q: 3 clusters Score -1677085 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1677086.625000 Penalty: 4837.782715
	Iteration 87Q: 3 clusters Score -1677087 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1677091.750000 Penalty: 4837.782715
	Iteration 88Q: 3 clusters Score -1677092 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1677103.125000 Penalty: 4837.782715
	Iteration 89Q: 3 clusters Score -1677103 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1677102.375000 Penalty: 4837.782715
	Iteration 90Q: 3 clusters Score -1677102 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1677104.125000 Penalty: 4837.782715
	Iteration 91Q: 3 clusters Score -1677104 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1677111.625000 Penalty: 4837.782715
	Iteration 92Q: 3 clusters Score -1677112 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1677115.375000 Penalty: 4837.782715
	Iteration 93Q: 3 clusters Score -1677115 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1677119.250000 Penalty: 4837.782715
	Iteration 94Q: 3 clusters Score -1677119 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1677120.750000 Penalty: 4837.782715
	Iteration 95Q: 3 clusters Score -1677121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1677120.875000 Penalty: 4837.782715
	Iteration 96Q: 3 clusters Score -1677121 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1677125.375000 Penalty: 4837.782715
	Iteration 97Q: 3 clusters Score -1677125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1677131.750000 Penalty: 4837.782715
	Iteration 98Q: 3 clusters Score -1677132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1677132.125000 Penalty: 4837.782715
	Iteration 99Q: 3 clusters Score -1677132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1677136.250000 Penalty: 4837.782715
	Iteration 100F: 3 clusters Score -1677136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1677136.125000 Penalty: 4837.782715
	Iteration 101Q: 3 clusters Score -1677136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1677140.125000 Penalty: 4837.782715
	Iteration 102Q: 3 clusters Score -1677140 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1677144.125000 Penalty: 4837.782715
	Iteration 103Q: 3 clusters Score -1677144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1677143.125000 Penalty: 4837.782715
	Iteration 104Q: 3 clusters Score -1677143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1677145.375000 Penalty: 4837.782715
	Iteration 105Q: 3 clusters Score -1677145 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1677154.375000 Penalty: 4837.782715
	Iteration 106Q: 3 clusters Score -1677154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1677159.750000 Penalty: 4837.782715
	Iteration 107Q: 3 clusters Score -1677160 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1677159.750000 Penalty: 4837.782715
	Iteration 108Q: 3 clusters Score -1677160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1677162.125000 Penalty: 4837.782715
	Iteration 109Q: 3 clusters Score -1677162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1677165.875000 Penalty: 4837.782715
	Iteration 110Q: 3 clusters Score -1677166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1677165.000000 Penalty: 4837.782715
	Iteration 111Q: 3 clusters Score -1677165 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1677170.125000 Penalty: 4837.782715
	Iteration 112Q: 3 clusters Score -1677170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1677169.625000 Penalty: 4837.782715
	Iteration 113Q: 3 clusters Score -1677170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1677174.000000 Penalty: 4837.782715
	Iteration 114Q: 3 clusters Score -1677174 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1677180.625000 Penalty: 4837.782715
	Iteration 115Q: 3 clusters Score -1677181 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1677192.500000 Penalty: 4837.782715
	Iteration 116Q: 3 clusters Score -1677192 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1677198.375000 Penalty: 4837.782715
	Iteration 117Q: 3 clusters Score -1677198 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1677203.125000 Penalty: 4837.782715
	Iteration 118Q: 3 clusters Score -1677203 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1677206.500000 Penalty: 4837.782715
	Iteration 119Q: 3 clusters Score -1677206 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1677214.250000 Penalty: 4837.782715
	Iteration 120F: 3 clusters Score -1677214 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1677220.500000 Penalty: 4837.782715
	Iteration 121Q: 3 clusters Score -1677220 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1677222.750000 Penalty: 4837.782715
	Iteration 122Q: 3 clusters Score -1677223 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1677229.500000 Penalty: 4837.782715
	Iteration 123Q: 3 clusters Score -1677230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1677237.500000 Penalty: 4837.782715
	Iteration 124Q: 3 clusters Score -1677238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1677243.125000 Penalty: 4837.782715
	Iteration 125Q: 3 clusters Score -1677243 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1677246.500000 Penalty: 4837.782715
	Iteration 126Q: 3 clusters Score -1677246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1677240.750000 Penalty: 4837.782715
	Iteration 127Q: 3 clusters Score -1677241 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1677248.625000 Penalty: 4837.782715
	Iteration 128Q: 3 clusters Score -1677249 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1677252.375000 Penalty: 4837.782715
	Iteration 129Q: 3 clusters Score -1677252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1677253.875000 Penalty: 4837.782715
	Iteration 130Q: 3 clusters Score -1677254 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1677253.375000 Penalty: 4837.782715
	Iteration 131Q: 3 clusters Score -1677253 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1677260.625000 Penalty: 4837.782715
	Iteration 132Q: 3 clusters Score -1677261 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1677269.000000 Penalty: 4837.782715
	Iteration 133Q: 3 clusters Score -1677269 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1677275.125000 Penalty: 4837.782715
	Iteration 134Q: 3 clusters Score -1677275 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1677285.875000 Penalty: 4837.782715
	Iteration 135Q: 3 clusters Score -1677286 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1677290.000000 Penalty: 4837.782715
	Iteration 136Q: 3 clusters Score -1677290 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1677300.250000 Penalty: 4837.782715
	Iteration 137Q: 3 clusters Score -1677300 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1677308.500000 Penalty: 4837.782715
	Iteration 138Q: 3 clusters Score -1677308 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1677324.625000 Penalty: 4837.782715
	Iteration 139Q: 3 clusters Score -1677325 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1677329.625000 Penalty: 4837.782715
	Iteration 140F: 3 clusters Score -1677330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1677337.000000 Penalty: 4837.782715
	Iteration 141Q: 3 clusters Score -1677337 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1677342.375000 Penalty: 4837.782715
	Iteration 142Q: 3 clusters Score -1677342 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1677346.875000 Penalty: 4837.782715
	Iteration 143Q: 3 clusters Score -1677347 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1677350.500000 Penalty: 4837.782715
	Iteration 144Q: 3 clusters Score -1677350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1677350.875000 Penalty: 4837.782715
	Iteration 145Q: 3 clusters Score -1677351 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1677358.125000 Penalty: 4837.782715
	Iteration 146Q: 3 clusters Score -1677358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1677362.875000 Penalty: 4837.782715
	Iteration 147Q: 3 clusters Score -1677363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1677366.375000 Penalty: 4837.782715
	Iteration 148Q: 3 clusters Score -1677366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1677368.750000 Penalty: 4837.782715
	Iteration 149Q: 3 clusters Score -1677369 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1677371.375000 Penalty: 4837.782715
	Iteration 150Q: 3 clusters Score -1677371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1677376.000000 Penalty: 4837.782715
	Iteration 151Q: 3 clusters Score -1677376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1677378.375000 Penalty: 4837.782715
	Iteration 152Q: 3 clusters Score -1677378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1677383.875000 Penalty: 4837.782715
	Iteration 153Q: 3 clusters Score -1677384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1677385.375000 Penalty: 4837.782715
	Iteration 154Q: 3 clusters Score -1677385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1677388.250000 Penalty: 4837.782715
	Iteration 155Q: 3 clusters Score -1677388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1677390.000000 Penalty: 4837.782715
	Iteration 156Q: 3 clusters Score -1677390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1677393.000000 Penalty: 4837.782715
	Iteration 157Q: 3 clusters Score -1677393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1677402.000000 Penalty: 4837.782715
	Iteration 158Q: 3 clusters Score -1677402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1677401.250000 Penalty: 4837.782715
	Iteration 159Q: 3 clusters Score -1677401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1677403.250000 Penalty: 4837.782715
	Iteration 160F: 3 clusters Score -1677403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1677405.750000 Penalty: 4837.782715
	Iteration 161Q: 3 clusters Score -1677406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1677406.750000 Penalty: 4837.782715
	Iteration 162Q: 3 clusters Score -1677407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1677407.125000 Penalty: 4837.782715
	Iteration 163Q: 3 clusters Score -1677407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1677407.375000 Penalty: 4837.782715
	Iteration 164Q: 3 clusters Score -1677407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1677413.625000 Penalty: 4837.782715
	Iteration 165Q: 3 clusters Score -1677414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1677414.000000 Penalty: 4837.782715
	Iteration 166Q: 3 clusters Score -1677414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1677413.125000 Penalty: 4837.782715
	Iteration 167Q: 3 clusters Score -1677413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1677415.500000 Penalty: 4837.782715
	Iteration 168Q: 3 clusters Score -1677416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1677419.125000 Penalty: 4837.782715
	Iteration 169Q: 3 clusters Score -1677419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1677420.500000 Penalty: 4837.782715
	Iteration 170Q: 3 clusters Score -1677420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1677425.750000 Penalty: 4837.782715
	Iteration 171Q: 3 clusters Score -1677426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1677428.250000 Penalty: 4837.782715
	Iteration 172Q: 3 clusters Score -1677428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1677432.500000 Penalty: 4837.782715
	Iteration 173Q: 3 clusters Score -1677432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1677432.000000 Penalty: 4837.782715
	Iteration 174Q: 3 clusters Score -1677432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1677428.625000 Penalty: 4837.782715
	Iteration 175Q: 3 clusters Score -1677429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1677433.250000 Penalty: 4837.782715
	Iteration 176Q: 3 clusters Score -1677433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1677433.375000 Penalty: 4837.782715
	Iteration 177Q: 3 clusters Score -1677433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1677432.000000 Penalty: 4837.782715
	Iteration 178Q: 3 clusters Score -1677432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1677435.750000 Penalty: 4837.782715
	Iteration 179Q: 3 clusters Score -1677436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1677436.625000 Penalty: 4837.782715
	Iteration 180F: 3 clusters Score -1677437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1677439.875000 Penalty: 4837.782715
	Iteration 181Q: 3 clusters Score -1677440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1677438.125000 Penalty: 4837.782715
	Iteration 182Q: 3 clusters Score -1677438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1677446.375000 Penalty: 4837.782715
	Iteration 183Q: 3 clusters Score -1677446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1677445.000000 Penalty: 4837.782715
	Iteration 184Q: 3 clusters Score -1677445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1677448.250000 Penalty: 4837.782715
	Iteration 185Q: 3 clusters Score -1677448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1677445.750000 Penalty: 4837.782715
	Iteration 186Q: 3 clusters Score -1677446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1677451.875000 Penalty: 4837.782715
	Iteration 187Q: 3 clusters Score -1677452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1677457.750000 Penalty: 4837.782715
	Iteration 188Q: 3 clusters Score -1677458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1677458.875000 Penalty: 4837.782715
	Iteration 189Q: 3 clusters Score -1677459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1677461.500000 Penalty: 4837.782715
	Iteration 190Q: 3 clusters Score -1677462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1677467.625000 Penalty: 4837.782715
	Iteration 191Q: 3 clusters Score -1677468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1677468.625000 Penalty: 4837.782715
	Iteration 192Q: 3 clusters Score -1677469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1677468.875000 Penalty: 4837.782715
	Iteration 193Q: 3 clusters Score -1677469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1677472.625000 Penalty: 4837.782715
	Iteration 194Q: 3 clusters Score -1677473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1677477.500000 Penalty: 4837.782715
	Iteration 195Q: 3 clusters Score -1677478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1677478.750000 Penalty: 4837.782715
	Iteration 196Q: 3 clusters Score -1677479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1677486.250000 Penalty: 4837.782715
	Iteration 197Q: 3 clusters Score -1677486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1677484.250000 Penalty: 4837.782715
	Iteration 198Q: 3 clusters Score -1677484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1677483.875000 Penalty: 4837.782715
	Iteration 199Q: 3 clusters Score -1677484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1677484.000000 Penalty: 4837.782715
	Iteration 200F: 3 clusters Score -1677484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1677484.875000 Penalty: 4837.782715
	Iteration 201Q: 3 clusters Score -1677485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1677485.500000 Penalty: 4837.782715
	Iteration 202Q: 3 clusters Score -1677486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1677486.875000 Penalty: 4837.782715
	Iteration 203Q: 3 clusters Score -1677487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1677484.375000 Penalty: 4837.782715
	Iteration 204Q: 3 clusters Score -1677484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1677486.375000 Penalty: 4837.782715
	Iteration 205Q: 3 clusters Score -1677486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1677488.625000 Penalty: 4837.782715
	Iteration 206Q: 3 clusters Score -1677489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1677488.125000 Penalty: 4837.782715
	Iteration 207Q: 3 clusters Score -1677488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1677488.000000 Penalty: 4837.782715
	Iteration 208Q: 3 clusters Score -1677488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1677485.500000 Penalty: 4837.782715
	Iteration 209Q: 3 clusters Score -1677486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1677485.500000 Penalty: 4837.782715
	Iteration 210F: 3 clusters Score -1677486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Entering Unmasked Estep 
Score: -1207327.625000 Penalty: 2314.474365
	Iteration 0F: 2 clusters Score -1207328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1198805.250000 Penalty: 4628.948730
	Iteration 0F: 3 clusters Score -1198805 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1201392.750000 Penalty: 4628.948730
	Iteration 1F: 3 clusters Score -1201393 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1201745.750000 Penalty: 4628.948730
	Iteration 2F: 3 clusters Score -1201746 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1202043.875000 Penalty: 4628.948730
	Iteration 3F: 3 clusters Score -1202044 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1202339.250000 Penalty: 4628.948730
	Iteration 4Q: 3 clusters Score -1202339 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1202595.375000 Penalty: 4628.948730
	Iteration 5Q: 3 clusters Score -1202595 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1202783.375000 Penalty: 4628.948730
	Iteration 6Q: 3 clusters Score -1202783 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1202923.125000 Penalty: 4628.948730
	Iteration 7Q: 3 clusters Score -1202923 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1203043.750000 Penalty: 4628.948730
	Iteration 8Q: 3 clusters Score -1203044 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1203174.000000 Penalty: 4628.948730
	Iteration 9Q: 3 clusters Score -1203174 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1203280.000000 Penalty: 4628.948730
	Iteration 10Q: 3 clusters Score -1203280 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1203387.375000 Penalty: 4628.948730
	Iteration 11Q: 3 clusters Score -1203387 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1203526.875000 Penalty: 4628.948730
	Iteration 12Q: 3 clusters Score -1203527 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1203697.750000 Penalty: 4628.948730
	Iteration 13Q: 3 clusters Score -1203698 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1203919.500000 Penalty: 4628.948730
	Iteration 14Q: 3 clusters Score -1203920 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1204193.625000 Penalty: 4628.948730
	Iteration 15Q: 3 clusters Score -1204194 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1204491.500000 Penalty: 4628.948730
	Iteration 16Q: 3 clusters Score -1204492 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1204763.250000 Penalty: 4628.948730
	Iteration 17Q: 3 clusters Score -1204763 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1205019.000000 Penalty: 4628.948730
	Iteration 18Q: 3 clusters Score -1205019 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1205227.875000 Penalty: 4628.948730
	Iteration 19Q: 3 clusters Score -1205228 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1205395.500000 Penalty: 4628.948730
	Iteration 20F: 3 clusters Score -1205396 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1205517.000000 Penalty: 4628.948730
	Iteration 21Q: 3 clusters Score -1205517 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1205626.500000 Penalty: 4628.948730
	Iteration 22Q: 3 clusters Score -1205626 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1205718.125000 Penalty: 4628.948730
	Iteration 23Q: 3 clusters Score -1205718 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1205809.625000 Penalty: 4628.948730
	Iteration 24Q: 3 clusters Score -1205810 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1205877.250000 Penalty: 4628.948730
	Iteration 25Q: 3 clusters Score -1205877 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1205942.625000 Penalty: 4628.948730
	Iteration 26Q: 3 clusters Score -1205943 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1205986.125000 Penalty: 4628.948730
	Iteration 27Q: 3 clusters Score -1205986 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1206016.500000 Penalty: 4628.948730
	Iteration 28Q: 3 clusters Score -1206016 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1206035.500000 Penalty: 4628.948730
	Iteration 29Q: 3 clusters Score -1206036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1206048.125000 Penalty: 4628.948730
	Iteration 30Q: 3 clusters Score -1206048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1206061.000000 Penalty: 4628.948730
	Iteration 31Q: 3 clusters Score -1206061 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1206073.125000 Penalty: 4628.948730
	Iteration 32Q: 3 clusters Score -1206073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1206078.875000 Penalty: 4628.948730
	Iteration 33Q: 3 clusters Score -1206079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1206083.500000 Penalty: 4628.948730
	Iteration 34Q: 3 clusters Score -1206084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1206082.375000 Penalty: 4628.948730
	Iteration 35Q: 3 clusters Score -1206082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1206082.500000 Penalty: 4628.948730
	Iteration 36Q: 3 clusters Score -1206082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1206084.125000 Penalty: 4628.948730
	Iteration 37Q: 3 clusters Score -1206084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1206085.250000 Penalty: 4628.948730
	Iteration 38Q: 3 clusters Score -1206085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1206084.500000 Penalty: 4628.948730
	Iteration 39Q: 3 clusters Score -1206084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1206085.375000 Penalty: 4628.948730
	Iteration 40F: 3 clusters Score -1206085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1206086.125000 Penalty: 4628.948730
	Iteration 41Q: 3 clusters Score -1206086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1206086.125000 Penalty: 4628.948730
	Iteration 42F: 3 clusters Score -1206086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Entering Unmasked Estep 
Score: -1245582.250000 Penalty: 2318.739014
	Iteration 0F: 2 clusters Score -1245582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1236940.375000 Penalty: 4637.478027
	Iteration 0F: 3 clusters Score -1236940 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1239472.750000 Penalty: 4637.478027
	Iteration 1F: 3 clusters Score -1239473 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1239780.000000 Penalty: 4637.478027
	Iteration 2F: 3 clusters Score -1239780 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1239986.250000 Penalty: 4637.478027
	Iteration 3Q: 3 clusters Score -1239986 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1240143.625000 Penalty: 4637.478027
	Iteration 4Q: 3 clusters Score -1240144 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1240254.750000 Penalty: 4637.478027
	Iteration 5Q: 3 clusters Score -1240255 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1240356.625000 Penalty: 4637.478027
	Iteration 6Q: 3 clusters Score -1240357 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1240468.000000 Penalty: 4637.478027
	Iteration 7Q: 3 clusters Score -1240468 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1240587.375000 Penalty: 4637.478027
	Iteration 8Q: 3 clusters Score -1240587 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1240727.625000 Penalty: 4637.478027
	Iteration 9Q: 3 clusters Score -1240728 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1240911.500000 Penalty: 4637.478027
	Iteration 10Q: 3 clusters Score -1240912 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1241132.125000 Penalty: 4637.478027
	Iteration 11Q: 3 clusters Score -1241132 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1241437.875000 Penalty: 4637.478027
	Iteration 12Q: 3 clusters Score -1241438 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1241749.250000 Penalty: 4637.478027
	Iteration 13Q: 3 clusters Score -1241749 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1242050.500000 Penalty: 4637.478027
	Iteration 14Q: 3 clusters Score -1242050 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1242324.875000 Penalty: 4637.478027
	Iteration 15Q: 3 clusters Score -1242325 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1242588.250000 Penalty: 4637.478027
	Iteration 16Q: 3 clusters Score -1242588 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1242810.125000 Penalty: 4637.478027
	Iteration 17Q: 3 clusters Score -1242810 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1243003.375000 Penalty: 4637.478027
	Iteration 18Q: 3 clusters Score -1243003 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1243132.875000 Penalty: 4637.478027
	Iteration 19Q: 3 clusters Score -1243133 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1243232.000000 Penalty: 4637.478027
	Iteration 20F: 3 clusters Score -1243232 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1243300.250000 Penalty: 4637.478027
	Iteration 21Q: 3 clusters Score -1243300 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1243349.875000 Penalty: 4637.478027
	Iteration 22Q: 3 clusters Score -1243350 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1243399.375000 Penalty: 4637.478027
	Iteration 23Q: 3 clusters Score -1243399 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1243423.875000 Penalty: 4637.478027
	Iteration 24Q: 3 clusters Score -1243424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1243443.000000 Penalty: 4637.478027
	Iteration 25Q: 3 clusters Score -1243443 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1243474.000000 Penalty: 4637.478027
	Iteration 26Q: 3 clusters Score -1243474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1243493.875000 Penalty: 4637.478027
	Iteration 27Q: 3 clusters Score -1243494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1243506.875000 Penalty: 4637.478027
	Iteration 28Q: 3 clusters Score -1243507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1243520.375000 Penalty: 4637.478027
	Iteration 29Q: 3 clusters Score -1243520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1243530.875000 Penalty: 4637.478027
	Iteration 30Q: 3 clusters Score -1243531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1243542.000000 Penalty: 4637.478027
	Iteration 31Q: 3 clusters Score -1243542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1243544.500000 Penalty: 4637.478027
	Iteration 32Q: 3 clusters Score -1243544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1243547.875000 Penalty: 4637.478027
	Iteration 33Q: 3 clusters Score -1243548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1243547.875000 Penalty: 4637.478027
	Iteration 34F: 3 clusters Score -1243548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -34482.765625 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -34482.77 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 177 members 
Entering Unmasked Estep 
Score: -33189.449219 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -33189.45 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33315.304688 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -33315.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -33335.242188 Penalty: 2916.744385
	Iteration 2Q: 3 clusters Score -33335.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -33344.820312 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -33344.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -33350.917969 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -33350.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -33350.917969 Penalty: 2916.744385
	Iteration 5F: 3 clusters Score -33350.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -34524.589844 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -34524.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33230.359375 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -33230.36 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33465.312500 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -33465.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -33527.117188 Penalty: 2912.570557
	Iteration 2F: 3 clusters Score -33527.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -33564.398438 Penalty: 2912.570557
	Iteration 3Q: 3 clusters Score -33564.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -33578.558594 Penalty: 2912.570557
	Iteration 4Q: 3 clusters Score -33578.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -33589.261719 Penalty: 2912.570557
	Iteration 5Q: 3 clusters Score -33589.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -33599.085938 Penalty: 2912.570557
	Iteration 6Q: 3 clusters Score -33599.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -33605.648438 Penalty: 2912.570557
	Iteration 7Q: 3 clusters Score -33605.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -33612.863281 Penalty: 2912.570557
	Iteration 8Q: 3 clusters Score -33612.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -33624.332031 Penalty: 2912.570557
	Iteration 9Q: 3 clusters Score -33624.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -33630.402344 Penalty: 2912.570557
	Iteration 10Q: 3 clusters Score -33630.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -33634.179688 Penalty: 2912.570557
	Iteration 11Q: 3 clusters Score -33634.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -33634.179688 Penalty: 2912.570557
	Iteration 12F: 3 clusters Score -33634.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (27962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Entering Unmasked Estep 
Score: -3055335.500000 Penalty: 2539.173340
	Iteration 0F: 2 clusters Score -3055336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -3035899.000000 Penalty: 5078.346680
	Iteration 0F: 3 clusters Score -3035899 nChanged 12598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -3042805.500000 Penalty: 5078.346680
	Iteration 1F: 3 clusters Score -3042806 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -3043249.250000 Penalty: 5078.346680
	Iteration 2Q: 3 clusters Score -3043249 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -3043593.000000 Penalty: 5078.346680
	Iteration 3Q: 3 clusters Score -3043593 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -3043880.250000 Penalty: 5078.346680
	Iteration 4Q: 3 clusters Score -3043880 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -3044109.000000 Penalty: 5078.346680
	Iteration 5Q: 3 clusters Score -3044109 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -3044345.500000 Penalty: 5078.346680
	Iteration 6Q: 3 clusters Score -3044346 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -3044675.250000 Penalty: 5078.346680
	Iteration 7Q: 3 clusters Score -3044675 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -3045144.000000 Penalty: 5078.346680
	Iteration 8Q: 3 clusters Score -3045144 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -3045817.500000 Penalty: 5078.346680
	Iteration 9Q: 3 clusters Score -3045818 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -3046795.250000 Penalty: 5078.346680
	Iteration 10F: 3 clusters Score -3046795 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -3048058.000000 Penalty: 5078.346680
	Iteration 11F: 3 clusters Score -3048058 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -3049590.250000 Penalty: 5078.346680
	Iteration 12F: 3 clusters Score -3049590 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -3050959.500000 Penalty: 5078.346680
	Iteration 13F: 3 clusters Score -3050960 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3051886.000000 Penalty: 5078.346680
	Iteration 14Q: 3 clusters Score -3051886 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3052433.000000 Penalty: 5078.346680
	Iteration 15Q: 3 clusters Score -3052433 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3052746.500000 Penalty: 5078.346680
	Iteration 16Q: 3 clusters Score -3052746 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3052909.500000 Penalty: 5078.346680
	Iteration 17Q: 3 clusters Score -3052910 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3052975.750000 Penalty: 5078.346680
	Iteration 18Q: 3 clusters Score -3052976 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3053035.250000 Penalty: 5078.346680
	Iteration 19Q: 3 clusters Score -3053035 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3053072.250000 Penalty: 5078.346680
	Iteration 20F: 3 clusters Score -3053072 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3053095.750000 Penalty: 5078.346680
	Iteration 21Q: 3 clusters Score -3053096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3053114.000000 Penalty: 5078.346680
	Iteration 22Q: 3 clusters Score -3053114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3053141.250000 Penalty: 5078.346680
	Iteration 23Q: 3 clusters Score -3053141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3053154.500000 Penalty: 5078.346680
	Iteration 24Q: 3 clusters Score -3053154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3053170.500000 Penalty: 5078.346680
	Iteration 25Q: 3 clusters Score -3053170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3053180.000000 Penalty: 5078.346680
	Iteration 26Q: 3 clusters Score -3053180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3053180.750000 Penalty: 5078.346680
	Iteration 27Q: 3 clusters Score -3053181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3053189.750000 Penalty: 5078.346680
	Iteration 28Q: 3 clusters Score -3053190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3053195.250000 Penalty: 5078.346680
	Iteration 29Q: 3 clusters Score -3053195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3053195.000000 Penalty: 5078.346680
	Iteration 30Q: 3 clusters Score -3053195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3053200.000000 Penalty: 5078.346680
	Iteration 31Q: 3 clusters Score -3053200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3053202.000000 Penalty: 5078.346680
	Iteration 32Q: 3 clusters Score -3053202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3053202.000000 Penalty: 5078.346680
	Iteration 33F: 3 clusters Score -3053202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Entering Unmasked Estep 
Score: -565198.750000 Penalty: 2120.699707
	Iteration 0F: 2 clusters Score -565198.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -560542.750000 Penalty: 4241.399414
	Iteration 0F: 3 clusters Score -560542.8 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -561640.937500 Penalty: 4241.399414
	Iteration 1F: 3 clusters Score -561640.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -561869.500000 Penalty: 4241.399414
	Iteration 2F: 3 clusters Score -561869.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -562034.312500 Penalty: 4241.399414
	Iteration 3F: 3 clusters Score -562034.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -562136.687500 Penalty: 4241.399414
	Iteration 4Q: 3 clusters Score -562136.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -562237.375000 Penalty: 4241.399414
	Iteration 5Q: 3 clusters Score -562237.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -562338.187500 Penalty: 4241.399414
	Iteration 6Q: 3 clusters Score -562338.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -562432.687500 Penalty: 4241.399414
	Iteration 7Q: 3 clusters Score -562432.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -562515.250000 Penalty: 4241.399414
	Iteration 8Q: 3 clusters Score -562515.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -562602.375000 Penalty: 4241.399414
	Iteration 9Q: 3 clusters Score -562602.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -562683.437500 Penalty: 4241.399414
	Iteration 10Q: 3 clusters Score -562683.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -562770.750000 Penalty: 4241.399414
	Iteration 11Q: 3 clusters Score -562770.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -562859.687500 Penalty: 4241.399414
	Iteration 12Q: 3 clusters Score -562859.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -562936.812500 Penalty: 4241.399414
	Iteration 13Q: 3 clusters Score -562936.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -562997.750000 Penalty: 4241.399414
	Iteration 14Q: 3 clusters Score -562997.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -563053.125000 Penalty: 4241.399414
	Iteration 15Q: 3 clusters Score -563053.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -563104.937500 Penalty: 4241.399414
	Iteration 16Q: 3 clusters Score -563104.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -563146.250000 Penalty: 4241.399414
	Iteration 17Q: 3 clusters Score -563146.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -563177.250000 Penalty: 4241.399414
	Iteration 18Q: 3 clusters Score -563177.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -563202.312500 Penalty: 4241.399414
	Iteration 19Q: 3 clusters Score -563202.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -563223.875000 Penalty: 4241.399414
	Iteration 20F: 3 clusters Score -563223.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -563240.250000 Penalty: 4241.399414
	Iteration 21Q: 3 clusters Score -563240.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -563248.750000 Penalty: 4241.399414
	Iteration 22Q: 3 clusters Score -563248.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -563256.125000 Penalty: 4241.399414
	Iteration 23Q: 3 clusters Score -563256.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -563264.875000 Penalty: 4241.399414
	Iteration 24Q: 3 clusters Score -563264.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -563274.875000 Penalty: 4241.399414
	Iteration 25Q: 3 clusters Score -563274.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -563281.750000 Penalty: 4241.399414
	Iteration 26Q: 3 clusters Score -563281.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -563289.875000 Penalty: 4241.399414
	Iteration 27Q: 3 clusters Score -563289.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -563299.812500 Penalty: 4241.399414
	Iteration 28Q: 3 clusters Score -563299.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -563302.687500 Penalty: 4241.399414
	Iteration 29Q: 3 clusters Score -563302.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -563306.937500 Penalty: 4241.399414
	Iteration 30Q: 3 clusters Score -563306.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -563310.750000 Penalty: 4241.399414
	Iteration 31Q: 3 clusters Score -563310.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -563315.625000 Penalty: 4241.399414
	Iteration 32Q: 3 clusters Score -563315.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -563317.875000 Penalty: 4241.399414
	Iteration 33Q: 3 clusters Score -563317.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -563320.312500 Penalty: 4241.399414
	Iteration 34Q: 3 clusters Score -563320.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -563321.312500 Penalty: 4241.399414
	Iteration 35Q: 3 clusters Score -563321.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -563320.937500 Penalty: 4241.399414
	Iteration 36Q: 3 clusters Score -563320.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -563324.750000 Penalty: 4241.399414
	Iteration 37Q: 3 clusters Score -563324.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -563324.937500 Penalty: 4241.399414
	Iteration 38Q: 3 clusters Score -563324.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -563326.375000 Penalty: 4241.399414
	Iteration 39Q: 3 clusters Score -563326.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -563329.375000 Penalty: 4241.399414
	Iteration 40F: 3 clusters Score -563329.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -563330.250000 Penalty: 4241.399414
	Iteration 41Q: 3 clusters Score -563330.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -563332.937500 Penalty: 4241.399414
	Iteration 42Q: 3 clusters Score -563332.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -563333.812500 Penalty: 4241.399414
	Iteration 43Q: 3 clusters Score -563333.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -563335.437500 Penalty: 4241.399414
	Iteration 44Q: 3 clusters Score -563335.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -563335.000000 Penalty: 4241.399414
	Iteration 45Q: 3 clusters Score -563335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -563335.000000 Penalty: 4241.399414
	Iteration 46F: 3 clusters Score -563335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (12397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Entering Unmasked Estep 
Score: -1345549.500000 Penalty: 2337.452148
	Iteration 0F: 2 clusters Score -1345550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1336256.750000 Penalty: 4674.904297
	Iteration 0F: 3 clusters Score -1336257 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1339069.875000 Penalty: 4674.904297
	Iteration 1F: 3 clusters Score -1339070 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1339420.625000 Penalty: 4674.904297
	Iteration 2F: 3 clusters Score -1339421 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1339731.875000 Penalty: 4674.904297
	Iteration 3F: 3 clusters Score -1339732 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1340023.500000 Penalty: 4674.904297
	Iteration 4Q: 3 clusters Score -1340024 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1340292.375000 Penalty: 4674.904297
	Iteration 5Q: 3 clusters Score -1340292 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1340569.375000 Penalty: 4674.904297
	Iteration 6Q: 3 clusters Score -1340569 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1340886.750000 Penalty: 4674.904297
	Iteration 7Q: 3 clusters Score -1340887 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1341269.750000 Penalty: 4674.904297
	Iteration 8Q: 3 clusters Score -1341270 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1341710.500000 Penalty: 4674.904297
	Iteration 9Q: 3 clusters Score -1341710 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1342189.250000 Penalty: 4674.904297
	Iteration 10Q: 3 clusters Score -1342189 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1342702.375000 Penalty: 4674.904297
	Iteration 11Q: 3 clusters Score -1342702 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1343249.750000 Penalty: 4674.904297
	Iteration 12Q: 3 clusters Score -1343250 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1343726.250000 Penalty: 4674.904297
	Iteration 13Q: 3 clusters Score -1343726 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1344026.375000 Penalty: 4674.904297
	Iteration 14Q: 3 clusters Score -1344026 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1344183.125000 Penalty: 4674.904297
	Iteration 15Q: 3 clusters Score -1344183 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1344267.625000 Penalty: 4674.904297
	Iteration 16Q: 3 clusters Score -1344268 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1344309.250000 Penalty: 4674.904297
	Iteration 17Q: 3 clusters Score -1344309 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1344342.125000 Penalty: 4674.904297
	Iteration 18Q: 3 clusters Score -1344342 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1344360.875000 Penalty: 4674.904297
	Iteration 19Q: 3 clusters Score -1344361 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1344371.875000 Penalty: 4674.904297
	Iteration 20F: 3 clusters Score -1344372 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1344383.250000 Penalty: 4674.904297
	Iteration 21Q: 3 clusters Score -1344383 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1344395.125000 Penalty: 4674.904297
	Iteration 22Q: 3 clusters Score -1344395 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1344406.500000 Penalty: 4674.904297
	Iteration 23Q: 3 clusters Score -1344406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1344412.250000 Penalty: 4674.904297
	Iteration 24Q: 3 clusters Score -1344412 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1344425.250000 Penalty: 4674.904297
	Iteration 25Q: 3 clusters Score -1344425 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1344430.625000 Penalty: 4674.904297
	Iteration 26Q: 3 clusters Score -1344431 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1344438.500000 Penalty: 4674.904297
	Iteration 27Q: 3 clusters Score -1344438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1344442.000000 Penalty: 4674.904297
	Iteration 28Q: 3 clusters Score -1344442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1344443.875000 Penalty: 4674.904297
	Iteration 29Q: 3 clusters Score -1344444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1344446.000000 Penalty: 4674.904297
	Iteration 30Q: 3 clusters Score -1344446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1344446.500000 Penalty: 4674.904297
	Iteration 31Q: 3 clusters Score -1344446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1344446.875000 Penalty: 4674.904297
	Iteration 32Q: 3 clusters Score -1344447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1344445.250000 Penalty: 4674.904297
	Iteration 33Q: 3 clusters Score -1344445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1344450.000000 Penalty: 4674.904297
	Iteration 34Q: 3 clusters Score -1344450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1344459.500000 Penalty: 4674.904297
	Iteration 35Q: 3 clusters Score -1344460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1344469.375000 Penalty: 4674.904297
	Iteration 36Q: 3 clusters Score -1344469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1344472.625000 Penalty: 4674.904297
	Iteration 37Q: 3 clusters Score -1344473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1344477.000000 Penalty: 4674.904297
	Iteration 38Q: 3 clusters Score -1344477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1344478.000000 Penalty: 4674.904297
	Iteration 39Q: 3 clusters Score -1344478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1344479.000000 Penalty: 4674.904297
	Iteration 40F: 3 clusters Score -1344479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1344480.250000 Penalty: 4674.904297
	Iteration 41Q: 3 clusters Score -1344480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1344476.875000 Penalty: 4674.904297
	Iteration 42Q: 3 clusters Score -1344477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1344477.250000 Penalty: 4674.904297
	Iteration 43Q: 3 clusters Score -1344477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1344480.000000 Penalty: 4674.904297
	Iteration 44Q: 3 clusters Score -1344480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1344477.750000 Penalty: 4674.904297
	Iteration 45Q: 3 clusters Score -1344478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1344481.500000 Penalty: 4674.904297
	Iteration 46Q: 3 clusters Score -1344482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1344481.000000 Penalty: 4674.904297
	Iteration 47Q: 3 clusters Score -1344481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1344483.500000 Penalty: 4674.904297
	Iteration 48Q: 3 clusters Score -1344484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1344485.500000 Penalty: 4674.904297
	Iteration 49Q: 3 clusters Score -1344486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1344488.250000 Penalty: 4674.904297
	Iteration 50Q: 3 clusters Score -1344488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1344485.000000 Penalty: 4674.904297
	Iteration 51Q: 3 clusters Score -1344485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1344488.125000 Penalty: 4674.904297
	Iteration 52Q: 3 clusters Score -1344488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1344485.875000 Penalty: 4674.904297
	Iteration 53Q: 3 clusters Score -1344486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1344486.750000 Penalty: 4674.904297
	Iteration 54Q: 3 clusters Score -1344487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1344485.750000 Penalty: 4674.904297
	Iteration 55Q: 3 clusters Score -1344486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1344486.500000 Penalty: 4674.904297
	Iteration 56Q: 3 clusters Score -1344486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1344487.000000 Penalty: 4674.904297
	Iteration 57Q: 3 clusters Score -1344487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1344487.625000 Penalty: 4674.904297
	Iteration 58Q: 3 clusters Score -1344488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1344485.250000 Penalty: 4674.904297
	Iteration 59Q: 3 clusters Score -1344485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1344485.250000 Penalty: 4674.904297
	Iteration 60F: 3 clusters Score -1344485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (19810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Entering Unmasked Estep 
Score: -1683494.375000 Penalty: 2453.697510
	Iteration 0F: 2 clusters Score -1683494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1669559.875000 Penalty: 4907.395020
	Iteration 0F: 3 clusters Score -1669560 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1674547.750000 Penalty: 4907.395020
	Iteration 1F: 3 clusters Score -1674548 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1675280.625000 Penalty: 4907.395020
	Iteration 2F: 3 clusters Score -1675281 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1675964.875000 Penalty: 4907.395020
	Iteration 3F: 3 clusters Score -1675965 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1676657.875000 Penalty: 4907.395020
	Iteration 4F: 3 clusters Score -1676658 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1677271.750000 Penalty: 4907.395020
	Iteration 5F: 3 clusters Score -1677272 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1677759.500000 Penalty: 4907.395020
	Iteration 6Q: 3 clusters Score -1677760 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1678134.750000 Penalty: 4907.395020
	Iteration 7Q: 3 clusters Score -1678135 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1678422.875000 Penalty: 4907.395020
	Iteration 8Q: 3 clusters Score -1678423 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1678651.625000 Penalty: 4907.395020
	Iteration 9Q: 3 clusters Score -1678652 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1678829.375000 Penalty: 4907.395020
	Iteration 10Q: 3 clusters Score -1678829 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1678974.750000 Penalty: 4907.395020
	Iteration 11Q: 3 clusters Score -1678975 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1679097.125000 Penalty: 4907.395020
	Iteration 12Q: 3 clusters Score -1679097 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1679207.625000 Penalty: 4907.395020
	Iteration 13Q: 3 clusters Score -1679208 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1679296.000000 Penalty: 4907.395020
	Iteration 14Q: 3 clusters Score -1679296 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1679381.625000 Penalty: 4907.395020
	Iteration 15Q: 3 clusters Score -1679382 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1679467.125000 Penalty: 4907.395020
	Iteration 16Q: 3 clusters Score -1679467 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1679545.500000 Penalty: 4907.395020
	Iteration 17Q: 3 clusters Score -1679546 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1679627.500000 Penalty: 4907.395020
	Iteration 18Q: 3 clusters Score -1679628 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1679718.750000 Penalty: 4907.395020
	Iteration 19Q: 3 clusters Score -1679719 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1679799.500000 Penalty: 4907.395020
	Iteration 20F: 3 clusters Score -1679800 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1679870.750000 Penalty: 4907.395020
	Iteration 21Q: 3 clusters Score -1679871 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1679948.250000 Penalty: 4907.395020
	Iteration 22Q: 3 clusters Score -1679948 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1680026.125000 Penalty: 4907.395020
	Iteration 23Q: 3 clusters Score -1680026 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1680123.625000 Penalty: 4907.395020
	Iteration 24Q: 3 clusters Score -1680124 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1680199.000000 Penalty: 4907.395020
	Iteration 25Q: 3 clusters Score -1680199 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1680271.750000 Penalty: 4907.395020
	Iteration 26Q: 3 clusters Score -1680272 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -1680357.125000 Penalty: 4907.395020
	Iteration 27Q: 3 clusters Score -1680357 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -1680440.000000 Penalty: 4907.395020
	Iteration 28Q: 3 clusters Score -1680440 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -1680526.125000 Penalty: 4907.395020
	Iteration 29Q: 3 clusters Score -1680526 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -1680606.875000 Penalty: 4907.395020
	Iteration 30Q: 3 clusters Score -1680607 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -1680685.625000 Penalty: 4907.395020
	Iteration 31Q: 3 clusters Score -1680686 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -1680772.375000 Penalty: 4907.395020
	Iteration 32Q: 3 clusters Score -1680772 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -1680849.125000 Penalty: 4907.395020
	Iteration 33Q: 3 clusters Score -1680849 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -1680932.125000 Penalty: 4907.395020
	Iteration 34Q: 3 clusters Score -1680932 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -1681022.500000 Penalty: 4907.395020
	Iteration 35Q: 3 clusters Score -1681022 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -1681090.500000 Penalty: 4907.395020
	Iteration 36Q: 3 clusters Score -1681090 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -1681152.375000 Penalty: 4907.395020
	Iteration 37Q: 3 clusters Score -1681152 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -1681210.375000 Penalty: 4907.395020
	Iteration 38Q: 3 clusters Score -1681210 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -1681245.500000 Penalty: 4907.395020
	Iteration 39Q: 3 clusters Score -1681246 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -1681278.750000 Penalty: 4907.395020
	Iteration 40F: 3 clusters Score -1681279 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -1681309.875000 Penalty: 4907.395020
	Iteration 41Q: 3 clusters Score -1681310 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -1681342.625000 Penalty: 4907.395020
	Iteration 42Q: 3 clusters Score -1681343 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -1681382.000000 Penalty: 4907.395020
	Iteration 43Q: 3 clusters Score -1681382 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -1681418.250000 Penalty: 4907.395020
	Iteration 44Q: 3 clusters Score -1681418 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -1681447.000000 Penalty: 4907.395020
	Iteration 45Q: 3 clusters Score -1681447 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -1681476.375000 Penalty: 4907.395020
	Iteration 46Q: 3 clusters Score -1681476 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -1681499.125000 Penalty: 4907.395020
	Iteration 47Q: 3 clusters Score -1681499 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -1681517.125000 Penalty: 4907.395020
	Iteration 48Q: 3 clusters Score -1681517 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -1681538.000000 Penalty: 4907.395020
	Iteration 49Q: 3 clusters Score -1681538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -1681551.250000 Penalty: 4907.395020
	Iteration 50Q: 3 clusters Score -1681551 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -1681561.875000 Penalty: 4907.395020
	Iteration 51Q: 3 clusters Score -1681562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -1681569.250000 Penalty: 4907.395020
	Iteration 52Q: 3 clusters Score -1681569 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -1681582.375000 Penalty: 4907.395020
	Iteration 53Q: 3 clusters Score -1681582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -1681589.750000 Penalty: 4907.395020
	Iteration 54Q: 3 clusters Score -1681590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -1681598.125000 Penalty: 4907.395020
	Iteration 55Q: 3 clusters Score -1681598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -1681606.500000 Penalty: 4907.395020
	Iteration 56Q: 3 clusters Score -1681606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -1681612.375000 Penalty: 4907.395020
	Iteration 57Q: 3 clusters Score -1681612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -1681614.500000 Penalty: 4907.395020
	Iteration 58Q: 3 clusters Score -1681614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -1681619.875000 Penalty: 4907.395020
	Iteration 59Q: 3 clusters Score -1681620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -1681621.625000 Penalty: 4907.395020
	Iteration 60F: 3 clusters Score -1681622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -1681622.250000 Penalty: 4907.395020
	Iteration 61Q: 3 clusters Score -1681622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -1681628.000000 Penalty: 4907.395020
	Iteration 62Q: 3 clusters Score -1681628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -1681632.250000 Penalty: 4907.395020
	Iteration 63Q: 3 clusters Score -1681632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -1681634.250000 Penalty: 4907.395020
	Iteration 64Q: 3 clusters Score -1681634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -1681641.875000 Penalty: 4907.395020
	Iteration 65Q: 3 clusters Score -1681642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -1681644.750000 Penalty: 4907.395020
	Iteration 66Q: 3 clusters Score -1681645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -1681650.625000 Penalty: 4907.395020
	Iteration 67Q: 3 clusters Score -1681651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -1681656.125000 Penalty: 4907.395020
	Iteration 68Q: 3 clusters Score -1681656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -1681659.375000 Penalty: 4907.395020
	Iteration 69Q: 3 clusters Score -1681659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -1681659.625000 Penalty: 4907.395020
	Iteration 70Q: 3 clusters Score -1681660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -1681666.000000 Penalty: 4907.395020
	Iteration 71Q: 3 clusters Score -1681666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -1681666.500000 Penalty: 4907.395020
	Iteration 72Q: 3 clusters Score -1681666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -1681666.750000 Penalty: 4907.395020
	Iteration 73Q: 3 clusters Score -1681667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -1681668.375000 Penalty: 4907.395020
	Iteration 74Q: 3 clusters Score -1681668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -1681670.375000 Penalty: 4907.395020
	Iteration 75Q: 3 clusters Score -1681670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -1681672.875000 Penalty: 4907.395020
	Iteration 76Q: 3 clusters Score -1681673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -1681673.000000 Penalty: 4907.395020
	Iteration 77Q: 3 clusters Score -1681673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -1681675.375000 Penalty: 4907.395020
	Iteration 78Q: 3 clusters Score -1681675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -1681678.375000 Penalty: 4907.395020
	Iteration 79Q: 3 clusters Score -1681678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -1681678.625000 Penalty: 4907.395020
	Iteration 80F: 3 clusters Score -1681679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -1681678.625000 Penalty: 4907.395020
	Iteration 81Q: 3 clusters Score -1681679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -1681678.625000 Penalty: 4907.395020
	Iteration 82F: 3 clusters Score -1681679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -23841.572266 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -23841.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22648.431641 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -22648.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22709.361328 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -22709.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22740.589844 Penalty: 2773.129639
	Iteration 2Q: 3 clusters Score -22740.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -22751.816406 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -22751.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -22751.816406 Penalty: 2773.129639
	Iteration 4F: 3 clusters Score -22751.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -42211.851562 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -42211.85 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 248 members 
Entering Unmasked Estep 
Score: -40744.503906 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -40744.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41037.460938 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -41037.46 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41190.289062 Penalty: 3072.425049
	Iteration 2F: 3 clusters Score -41190.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -41301.062500 Penalty: 3072.425049
	Iteration 3Q: 3 clusters Score -41301.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41337.097656 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -41337.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41366.289062 Penalty: 3072.425049
	Iteration 5Q: 3 clusters Score -41366.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41372.894531 Penalty: 3072.425049
	Iteration 6Q: 3 clusters Score -41372.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41378.699219 Penalty: 3072.425049
	Iteration 7Q: 3 clusters Score -41378.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41378.699219 Penalty: 3072.425049
	Iteration 8F: 3 clusters Score -41378.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (11226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Entering Unmasked Estep 
Score: -1137304.000000 Penalty: 2312.844971
	Iteration 0F: 2 clusters Score -1137304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1128824.500000 Penalty: 4625.689941
	Iteration 0F: 3 clusters Score -1128824 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1131304.625000 Penalty: 4625.689941
	Iteration 1F: 3 clusters Score -1131305 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1131663.875000 Penalty: 4625.689941
	Iteration 2F: 3 clusters Score -1131664 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1131935.500000 Penalty: 4625.689941
	Iteration 3F: 3 clusters Score -1131936 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1132145.250000 Penalty: 4625.689941
	Iteration 4Q: 3 clusters Score -1132145 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1132347.750000 Penalty: 4625.689941
	Iteration 5Q: 3 clusters Score -1132348 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1132572.875000 Penalty: 4625.689941
	Iteration 6Q: 3 clusters Score -1132573 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1132810.125000 Penalty: 4625.689941
	Iteration 7Q: 3 clusters Score -1132810 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1133049.625000 Penalty: 4625.689941
	Iteration 8Q: 3 clusters Score -1133050 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1133264.625000 Penalty: 4625.689941
	Iteration 9Q: 3 clusters Score -1133265 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1133484.250000 Penalty: 4625.689941
	Iteration 10Q: 3 clusters Score -1133484 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1133710.875000 Penalty: 4625.689941
	Iteration 11Q: 3 clusters Score -1133711 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1133950.625000 Penalty: 4625.689941
	Iteration 12Q: 3 clusters Score -1133951 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1134161.875000 Penalty: 4625.689941
	Iteration 13Q: 3 clusters Score -1134162 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1134344.375000 Penalty: 4625.689941
	Iteration 14Q: 3 clusters Score -1134344 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1134483.625000 Penalty: 4625.689941
	Iteration 15Q: 3 clusters Score -1134484 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1134621.125000 Penalty: 4625.689941
	Iteration 16Q: 3 clusters Score -1134621 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1134746.875000 Penalty: 4625.689941
	Iteration 17Q: 3 clusters Score -1134747 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1134873.875000 Penalty: 4625.689941
	Iteration 18Q: 3 clusters Score -1134874 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1134979.500000 Penalty: 4625.689941
	Iteration 19Q: 3 clusters Score -1134980 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1135077.125000 Penalty: 4625.689941
	Iteration 20F: 3 clusters Score -1135077 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1135151.250000 Penalty: 4625.689941
	Iteration 21Q: 3 clusters Score -1135151 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1135199.625000 Penalty: 4625.689941
	Iteration 22Q: 3 clusters Score -1135200 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1135233.375000 Penalty: 4625.689941
	Iteration 23Q: 3 clusters Score -1135233 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1135264.500000 Penalty: 4625.689941
	Iteration 24Q: 3 clusters Score -1135264 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1135282.875000 Penalty: 4625.689941
	Iteration 25Q: 3 clusters Score -1135283 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1135303.500000 Penalty: 4625.689941
	Iteration 26Q: 3 clusters Score -1135304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1135316.875000 Penalty: 4625.689941
	Iteration 27Q: 3 clusters Score -1135317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1135327.250000 Penalty: 4625.689941
	Iteration 28Q: 3 clusters Score -1135327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1135336.125000 Penalty: 4625.689941
	Iteration 29Q: 3 clusters Score -1135336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1135347.250000 Penalty: 4625.689941
	Iteration 30Q: 3 clusters Score -1135347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1135354.625000 Penalty: 4625.689941
	Iteration 31Q: 3 clusters Score -1135355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1135358.000000 Penalty: 4625.689941
	Iteration 32Q: 3 clusters Score -1135358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1135358.500000 Penalty: 4625.689941
	Iteration 33Q: 3 clusters Score -1135358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1135361.375000 Penalty: 4625.689941
	Iteration 34Q: 3 clusters Score -1135361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1135360.875000 Penalty: 4625.689941
	Iteration 35Q: 3 clusters Score -1135361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1135360.375000 Penalty: 4625.689941
	Iteration 36Q: 3 clusters Score -1135360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1135360.375000 Penalty: 4625.689941
	Iteration 37F: 3 clusters Score -1135360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Entering Unmasked Estep 
Score: -251597.390625 Penalty: 1915.662842
	Iteration 0F: 2 clusters Score -251597.4 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 1131 members 
Entering Unmasked Estep 
Score: -248843.265625 Penalty: 3831.325684
	Iteration 0F: 3 clusters Score -248843.3 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -249337.312500 Penalty: 3831.325684
	Iteration 1F: 3 clusters Score -249337.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -249450.906250 Penalty: 3831.325684
	Iteration 2F: 3 clusters Score -249450.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -249530.796875 Penalty: 3831.325684
	Iteration 3Q: 3 clusters Score -249530.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -249565.125000 Penalty: 3831.325684
	Iteration 4Q: 3 clusters Score -249565.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -249586.281250 Penalty: 3831.325684
	Iteration 5Q: 3 clusters Score -249586.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -249596.343750 Penalty: 3831.325684
	Iteration 6Q: 3 clusters Score -249596.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -249603.515625 Penalty: 3831.325684
	Iteration 7Q: 3 clusters Score -249603.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -249611.203125 Penalty: 3831.325684
	Iteration 8Q: 3 clusters Score -249611.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -249615.500000 Penalty: 3831.325684
	Iteration 9Q: 3 clusters Score -249615.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -249617.781250 Penalty: 3831.325684
	Iteration 10Q: 3 clusters Score -249617.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -249619.593750 Penalty: 3831.325684
	Iteration 11Q: 3 clusters Score -249619.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -249621.703125 Penalty: 3831.325684
	Iteration 12Q: 3 clusters Score -249621.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -249623.328125 Penalty: 3831.325684
	Iteration 13Q: 3 clusters Score -249623.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -249625.531250 Penalty: 3831.325684
	Iteration 14Q: 3 clusters Score -249625.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -249628.453125 Penalty: 3831.325684
	Iteration 15Q: 3 clusters Score -249628.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -249629.718750 Penalty: 3831.325684
	Iteration 16Q: 3 clusters Score -249629.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -249631.687500 Penalty: 3831.325684
	Iteration 17Q: 3 clusters Score -249631.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -249633.281250 Penalty: 3831.325684
	Iteration 18Q: 3 clusters Score -249633.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -249634.390625 Penalty: 3831.325684
	Iteration 19Q: 3 clusters Score -249634.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -249634.984375 Penalty: 3831.325684
	Iteration 20F: 3 clusters Score -249635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -249635.593750 Penalty: 3831.325684
	Iteration 21Q: 3 clusters Score -249635.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -249635.593750 Penalty: 3831.325684
	Iteration 22F: 3 clusters Score -249635.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (15020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Entering Unmasked Estep 
Score: -1647591.125000 Penalty: 2385.050293
	Iteration 0F: 2 clusters Score -1647591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1636686.375000 Penalty: 4770.100586
	Iteration 0F: 3 clusters Score -1636686 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1640153.125000 Penalty: 4770.100586
	Iteration 1F: 3 clusters Score -1640153 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1640509.500000 Penalty: 4770.100586
	Iteration 2F: 3 clusters Score -1640510 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1640820.625000 Penalty: 4770.100586
	Iteration 3Q: 3 clusters Score -1640821 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1641088.125000 Penalty: 4770.100586
	Iteration 4Q: 3 clusters Score -1641088 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1641315.250000 Penalty: 4770.100586
	Iteration 5Q: 3 clusters Score -1641315 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1641554.750000 Penalty: 4770.100586
	Iteration 6Q: 3 clusters Score -1641555 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1641826.375000 Penalty: 4770.100586
	Iteration 7Q: 3 clusters Score -1641826 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1642136.500000 Penalty: 4770.100586
	Iteration 8Q: 3 clusters Score -1642136 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1642476.875000 Penalty: 4770.100586
	Iteration 9Q: 3 clusters Score -1642477 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1642881.000000 Penalty: 4770.100586
	Iteration 10Q: 3 clusters Score -1642881 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1643349.625000 Penalty: 4770.100586
	Iteration 11Q: 3 clusters Score -1643350 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1643796.250000 Penalty: 4770.100586
	Iteration 12Q: 3 clusters Score -1643796 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1644199.125000 Penalty: 4770.100586
	Iteration 13Q: 3 clusters Score -1644199 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1644528.750000 Penalty: 4770.100586
	Iteration 14Q: 3 clusters Score -1644529 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1644823.875000 Penalty: 4770.100586
	Iteration 15Q: 3 clusters Score -1644824 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1645036.000000 Penalty: 4770.100586
	Iteration 16Q: 3 clusters Score -1645036 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1645175.000000 Penalty: 4770.100586
	Iteration 17Q: 3 clusters Score -1645175 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1645273.375000 Penalty: 4770.100586
	Iteration 18Q: 3 clusters Score -1645273 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1645336.125000 Penalty: 4770.100586
	Iteration 19Q: 3 clusters Score -1645336 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1645371.500000 Penalty: 4770.100586
	Iteration 20F: 3 clusters Score -1645372 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1645406.125000 Penalty: 4770.100586
	Iteration 21Q: 3 clusters Score -1645406 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1645433.125000 Penalty: 4770.100586
	Iteration 22Q: 3 clusters Score -1645433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1645449.000000 Penalty: 4770.100586
	Iteration 23Q: 3 clusters Score -1645449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1645466.625000 Penalty: 4770.100586
	Iteration 24Q: 3 clusters Score -1645467 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1645484.250000 Penalty: 4770.100586
	Iteration 25Q: 3 clusters Score -1645484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1645495.250000 Penalty: 4770.100586
	Iteration 26Q: 3 clusters Score -1645495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1645501.500000 Penalty: 4770.100586
	Iteration 27Q: 3 clusters Score -1645502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1645504.625000 Penalty: 4770.100586
	Iteration 28Q: 3 clusters Score -1645505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1645512.125000 Penalty: 4770.100586
	Iteration 29Q: 3 clusters Score -1645512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1645515.125000 Penalty: 4770.100586
	Iteration 30Q: 3 clusters Score -1645515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1645519.750000 Penalty: 4770.100586
	Iteration 31Q: 3 clusters Score -1645520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1645524.000000 Penalty: 4770.100586
	Iteration 32Q: 3 clusters Score -1645524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1645528.375000 Penalty: 4770.100586
	Iteration 33Q: 3 clusters Score -1645528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1645531.750000 Penalty: 4770.100586
	Iteration 34Q: 3 clusters Score -1645532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1645534.000000 Penalty: 4770.100586
	Iteration 35Q: 3 clusters Score -1645534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1645535.625000 Penalty: 4770.100586
	Iteration 36Q: 3 clusters Score -1645536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1645537.500000 Penalty: 4770.100586
	Iteration 37Q: 3 clusters Score -1645538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1645540.250000 Penalty: 4770.100586
	Iteration 38Q: 3 clusters Score -1645540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1645542.125000 Penalty: 4770.100586
	Iteration 39Q: 3 clusters Score -1645542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1645543.375000 Penalty: 4770.100586
	Iteration 40F: 3 clusters Score -1645543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1645549.125000 Penalty: 4770.100586
	Iteration 41Q: 3 clusters Score -1645549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1645550.000000 Penalty: 4770.100586
	Iteration 42Q: 3 clusters Score -1645550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1645550.000000 Penalty: 4770.100586
	Iteration 43F: 3 clusters Score -1645550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (19941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Entering Unmasked Estep 
Score: -2178129.000000 Penalty: 2455.332275
	Iteration 0F: 2 clusters Score -2178129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2164130.500000 Penalty: 4910.664551
	Iteration 0F: 3 clusters Score -2164130 nChanged 8754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2168816.500000 Penalty: 4910.664551
	Iteration 1F: 3 clusters Score -2168816 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2169321.500000 Penalty: 4910.664551
	Iteration 2F: 3 clusters Score -2169322 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -2169791.750000 Penalty: 4910.664551
	Iteration 3F: 3 clusters Score -2169792 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -2170253.500000 Penalty: 4910.664551
	Iteration 4F: 3 clusters Score -2170254 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2170765.000000 Penalty: 4910.664551
	Iteration 5F: 3 clusters Score -2170765 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2171313.750000 Penalty: 4910.664551
	Iteration 6F: 3 clusters Score -2171314 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -2171888.500000 Penalty: 4910.664551
	Iteration 7F: 3 clusters Score -2171888 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -2172494.250000 Penalty: 4910.664551
	Iteration 8Q: 3 clusters Score -2172494 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2173140.500000 Penalty: 4910.664551
	Iteration 9Q: 3 clusters Score -2173140 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2173777.750000 Penalty: 4910.664551
	Iteration 10Q: 3 clusters Score -2173778 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2174342.500000 Penalty: 4910.664551
	Iteration 11Q: 3 clusters Score -2174342 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2174808.500000 Penalty: 4910.664551
	Iteration 12Q: 3 clusters Score -2174808 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2175209.500000 Penalty: 4910.664551
	Iteration 13Q: 3 clusters Score -2175210 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2175457.000000 Penalty: 4910.664551
	Iteration 14Q: 3 clusters Score -2175457 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2175660.250000 Penalty: 4910.664551
	Iteration 15Q: 3 clusters Score -2175660 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2175812.500000 Penalty: 4910.664551
	Iteration 16Q: 3 clusters Score -2175812 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2175896.000000 Penalty: 4910.664551
	Iteration 17Q: 3 clusters Score -2175896 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2175954.000000 Penalty: 4910.664551
	Iteration 18Q: 3 clusters Score -2175954 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2175999.250000 Penalty: 4910.664551
	Iteration 19Q: 3 clusters Score -2175999 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2176042.750000 Penalty: 4910.664551
	Iteration 20F: 3 clusters Score -2176043 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2176078.500000 Penalty: 4910.664551
	Iteration 21Q: 3 clusters Score -2176078 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2176100.750000 Penalty: 4910.664551
	Iteration 22Q: 3 clusters Score -2176101 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2176110.500000 Penalty: 4910.664551
	Iteration 23Q: 3 clusters Score -2176110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2176127.750000 Penalty: 4910.664551
	Iteration 24Q: 3 clusters Score -2176128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2176134.000000 Penalty: 4910.664551
	Iteration 25Q: 3 clusters Score -2176134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2176144.500000 Penalty: 4910.664551
	Iteration 26Q: 3 clusters Score -2176144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2176157.000000 Penalty: 4910.664551
	Iteration 27Q: 3 clusters Score -2176157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2176165.000000 Penalty: 4910.664551
	Iteration 28Q: 3 clusters Score -2176165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2176167.250000 Penalty: 4910.664551
	Iteration 29Q: 3 clusters Score -2176167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2176172.750000 Penalty: 4910.664551
	Iteration 30Q: 3 clusters Score -2176173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2176177.750000 Penalty: 4910.664551
	Iteration 31Q: 3 clusters Score -2176178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2176183.500000 Penalty: 4910.664551
	Iteration 32Q: 3 clusters Score -2176184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2176186.750000 Penalty: 4910.664551
	Iteration 33Q: 3 clusters Score -2176187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2176189.750000 Penalty: 4910.664551
	Iteration 34Q: 3 clusters Score -2176190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2176192.250000 Penalty: 4910.664551
	Iteration 35Q: 3 clusters Score -2176192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2176195.000000 Penalty: 4910.664551
	Iteration 36Q: 3 clusters Score -2176195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2176195.000000 Penalty: 4910.664551
	Iteration 37Q: 3 clusters Score -2176195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2176195.500000 Penalty: 4910.664551
	Iteration 38Q: 3 clusters Score -2176196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2176195.500000 Penalty: 4910.664551
	Iteration 39F: 3 clusters Score -2176196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (4462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Entering Unmasked Estep 
Score: -474220.406250 Penalty: 2084.031494
	Iteration 0F: 2 clusters Score -474220.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -469995.968750 Penalty: 4168.062988
	Iteration 0F: 3 clusters Score -469996 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -471035.687500 Penalty: 4168.062988
	Iteration 1F: 3 clusters Score -471035.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -471326.937500 Penalty: 4168.062988
	Iteration 2F: 3 clusters Score -471326.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -471524.062500 Penalty: 4168.062988
	Iteration 3F: 3 clusters Score -471524.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -471666.437500 Penalty: 4168.062988
	Iteration 4Q: 3 clusters Score -471666.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -471770.562500 Penalty: 4168.062988
	Iteration 5Q: 3 clusters Score -471770.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -471861.937500 Penalty: 4168.062988
	Iteration 6Q: 3 clusters Score -471861.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -471926.906250 Penalty: 4168.062988
	Iteration 7Q: 3 clusters Score -471926.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -472005.531250 Penalty: 4168.062988
	Iteration 8Q: 3 clusters Score -472005.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -472097.843750 Penalty: 4168.062988
	Iteration 9Q: 3 clusters Score -472097.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -472186.375000 Penalty: 4168.062988
	Iteration 10Q: 3 clusters Score -472186.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -472260.531250 Penalty: 4168.062988
	Iteration 11Q: 3 clusters Score -472260.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -472332.781250 Penalty: 4168.062988
	Iteration 12Q: 3 clusters Score -472332.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -472410.468750 Penalty: 4168.062988
	Iteration 13Q: 3 clusters Score -472410.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -472476.656250 Penalty: 4168.062988
	Iteration 14Q: 3 clusters Score -472476.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -472527.750000 Penalty: 4168.062988
	Iteration 15Q: 3 clusters Score -472527.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -472573.406250 Penalty: 4168.062988
	Iteration 16Q: 3 clusters Score -472573.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -472611.468750 Penalty: 4168.062988
	Iteration 17Q: 3 clusters Score -472611.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -472652.281250 Penalty: 4168.062988
	Iteration 18Q: 3 clusters Score -472652.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -472679.968750 Penalty: 4168.062988
	Iteration 19Q: 3 clusters Score -472680 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -472706.687500 Penalty: 4168.062988
	Iteration 20F: 3 clusters Score -472706.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -472735.281250 Penalty: 4168.062988
	Iteration 21Q: 3 clusters Score -472735.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -472770.187500 Penalty: 4168.062988
	Iteration 22Q: 3 clusters Score -472770.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -472796.093750 Penalty: 4168.062988
	Iteration 23Q: 3 clusters Score -472796.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -472814.406250 Penalty: 4168.062988
	Iteration 24Q: 3 clusters Score -472814.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -472841.500000 Penalty: 4168.062988
	Iteration 25Q: 3 clusters Score -472841.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -472859.843750 Penalty: 4168.062988
	Iteration 26Q: 3 clusters Score -472859.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -472873.531250 Penalty: 4168.062988
	Iteration 27Q: 3 clusters Score -472873.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -472880.468750 Penalty: 4168.062988
	Iteration 28Q: 3 clusters Score -472880.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -472887.250000 Penalty: 4168.062988
	Iteration 29Q: 3 clusters Score -472887.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -472891.375000 Penalty: 4168.062988
	Iteration 30Q: 3 clusters Score -472891.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -472892.562500 Penalty: 4168.062988
	Iteration 31Q: 3 clusters Score -472892.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -472893.312500 Penalty: 4168.062988
	Iteration 32Q: 3 clusters Score -472893.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -472894.375000 Penalty: 4168.062988
	Iteration 33Q: 3 clusters Score -472894.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -472895.625000 Penalty: 4168.062988
	Iteration 34Q: 3 clusters Score -472895.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -472895.625000 Penalty: 4168.062988
	Iteration 35F: 3 clusters Score -472895.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -76533.656250 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -76533.66 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 397 members 
Entering Unmasked Estep 
Score: -74803.445312 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -74803.45 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -75160.507812 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -75160.51 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -75338.750000 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -75338.75 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -75478.695312 Penalty: 3312.457520
	Iteration 3F: 3 clusters Score -75478.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -75604.593750 Penalty: 3312.457520
	Iteration 4Q: 3 clusters Score -75604.59 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -75804.445312 Penalty: 3312.457520
	Iteration 5Q: 3 clusters Score -75804.45 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -76187.492188 Penalty: 3312.457520
	Iteration 6F: 3 clusters Score -76187.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -76259.734375 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -76259.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -76319.453125 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -76319.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -76363.882812 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -76363.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -76407.757812 Penalty: 3312.457520
	Iteration 10Q: 3 clusters Score -76407.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -76437.820312 Penalty: 3312.457520
	Iteration 11Q: 3 clusters Score -76437.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -76455.304688 Penalty: 3312.457520
	Iteration 12Q: 3 clusters Score -76455.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -76474.773438 Penalty: 3312.457520
	Iteration 13Q: 3 clusters Score -76474.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -76499.312500 Penalty: 3312.457520
	Iteration 14Q: 3 clusters Score -76499.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -76504.960938 Penalty: 3312.457520
	Iteration 15Q: 3 clusters Score -76504.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -76504.960938 Penalty: 3312.457520
	Iteration 16F: 3 clusters Score -76504.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (5791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Entering Unmasked Estep 
Score: -619664.000000 Penalty: 2148.687012
	Iteration 0F: 2 clusters Score -619664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -614641.687500 Penalty: 4297.374023
	Iteration 0F: 3 clusters Score -614641.7 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -615953.375000 Penalty: 4297.374023
	Iteration 1F: 3 clusters Score -615953.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -616271.750000 Penalty: 4297.374023
	Iteration 2F: 3 clusters Score -616271.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -616562.687500 Penalty: 4297.374023
	Iteration 3F: 3 clusters Score -616562.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -616838.375000 Penalty: 4297.374023
	Iteration 4F: 3 clusters Score -616838.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -617154.625000 Penalty: 4297.374023
	Iteration 5F: 3 clusters Score -617154.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -617478.687500 Penalty: 4297.374023
	Iteration 6F: 3 clusters Score -617478.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -617849.750000 Penalty: 4297.374023
	Iteration 7F: 3 clusters Score -617849.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -618222.500000 Penalty: 4297.374023
	Iteration 8F: 3 clusters Score -618222.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -618578.625000 Penalty: 4297.374023
	Iteration 9Q: 3 clusters Score -618578.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -618938.375000 Penalty: 4297.374023
	Iteration 10Q: 3 clusters Score -618938.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -619273.687500 Penalty: 4297.374023
	Iteration 11Q: 3 clusters Score -619273.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -619629.562500 Penalty: 4297.374023
	Iteration 12Q: 3 clusters Score -619629.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -620043.437500 Penalty: 4297.374023
	Iteration 13Q: 3 clusters Score -620043.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -620386.250000 Penalty: 4297.374023
	Iteration 14Q: 3 clusters Score -620386.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -620604.500000 Penalty: 4297.374023
	Iteration 15Q: 3 clusters Score -620604.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -620707.187500 Penalty: 4297.374023
	Iteration 16Q: 3 clusters Score -620707.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -620751.750000 Penalty: 4297.374023
	Iteration 17Q: 3 clusters Score -620751.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -620759.937500 Penalty: 4297.374023
	Iteration 18Q: 3 clusters Score -620759.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -620765.562500 Penalty: 4297.374023
	Iteration 19Q: 3 clusters Score -620765.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -620771.375000 Penalty: 4297.374023
	Iteration 20F: 3 clusters Score -620771.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -620772.125000 Penalty: 4297.374023
	Iteration 21Q: 3 clusters Score -620772.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -620773.500000 Penalty: 4297.374023
	Iteration 22Q: 3 clusters Score -620773.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -620774.562500 Penalty: 4297.374023
	Iteration 23Q: 3 clusters Score -620774.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -620774.375000 Penalty: 4297.374023
	Iteration 24Q: 3 clusters Score -620774.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -620774.375000 Penalty: 4297.374023
	Iteration 25F: 3 clusters Score -620774.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14091 members 
Mstep: Class 3 contains 8894 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 24549 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 14182 members 
Mstep: Class 9 contains 5171 members 
Mstep: Class 10 contains 9825 members 
Mstep: Class 11 contains 5196 members 
Mstep: Class 12 contains 16037 members 
Mstep: Class 13 contains 3333 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 11359 members 
Mstep: Class 16 contains 89826 members 
Mstep: Class 17 contains 3306 members 
Mstep: Class 18 contains 8402 members 
Mstep: Class 19 contains 10392 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 6771 members 
Mstep: Class 23 contains 55923 members 
Mstep: Class 24 contains 2706 members 
Mstep: Class 25 contains 8939 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 32157 members 
Mstep: Class 28 contains 27760 members 
Mstep: Class 29 contains 14451 members 
Mstep: Class 30 contains 13669 members 
Mstep: Class 31 contains 10440 members 
Mstep: Class 32 contains 13424 members 
Mstep: Class 33 contains 17216 members 
Mstep: Class 34 contains 11300 members 
Mstep: Class 35 contains 11496 members 
Mstep: Class 36 contains 358 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 27962 members 
Mstep: Class 39 contains 5173 members 
Mstep: Class 40 contains 12397 members 
Mstep: Class 41 contains 19810 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 11226 members 
Mstep: Class 45 contains 2263 members 
Mstep: Class 46 contains 15020 members 
Mstep: Class 47 contains 19941 members 
Mstep: Class 48 contains 4462 members 
Mstep: Class 49 contains 795 members 
Mstep: Class 50 contains 1992 members 
Mstep: Class 51 contains 26733 members 
Mstep: Class 52 contains 16897 members 
Mstep: Class 53 contains 710 members 
Mstep: Class 54 contains 3799 members 
Entering Unmasked Estep 
Score: -64774140.000000 Penalty: 179211.343750
Splitting cluster 50 changes total score from -64774260.000000 to -64774140.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (26733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Entering Unmasked Estep 
Score: -2935639.500000 Penalty: 2528.026123
	Iteration 0F: 2 clusters Score -2935640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2917159.750000 Penalty: 5056.052246
	Iteration 0F: 3 clusters Score -2917160 nChanged 11977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -2923649.750000 Penalty: 5056.052246
	Iteration 1F: 3 clusters Score -2923650 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -2924060.500000 Penalty: 5056.052246
	Iteration 2Q: 3 clusters Score -2924060 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -2924345.500000 Penalty: 5056.052246
	Iteration 3Q: 3 clusters Score -2924346 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2924590.250000 Penalty: 5056.052246
	Iteration 4Q: 3 clusters Score -2924590 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2924785.750000 Penalty: 5056.052246
	Iteration 5Q: 3 clusters Score -2924786 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2924956.250000 Penalty: 5056.052246
	Iteration 6Q: 3 clusters Score -2924956 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -2925120.750000 Penalty: 5056.052246
	Iteration 7Q: 3 clusters Score -2925121 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -2925284.500000 Penalty: 5056.052246
	Iteration 8Q: 3 clusters Score -2925284 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2925446.000000 Penalty: 5056.052246
	Iteration 9Q: 3 clusters Score -2925446 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2925618.750000 Penalty: 5056.052246
	Iteration 10Q: 3 clusters Score -2925619 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2925826.000000 Penalty: 5056.052246
	Iteration 11Q: 3 clusters Score -2925826 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2926066.750000 Penalty: 5056.052246
	Iteration 12Q: 3 clusters Score -2926067 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2926348.000000 Penalty: 5056.052246
	Iteration 13Q: 3 clusters Score -2926348 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2926694.500000 Penalty: 5056.052246
	Iteration 14Q: 3 clusters Score -2926694 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2927135.250000 Penalty: 5056.052246
	Iteration 15Q: 3 clusters Score -2927135 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2927685.000000 Penalty: 5056.052246
	Iteration 16Q: 3 clusters Score -2927685 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -2928344.500000 Penalty: 5056.052246
	Iteration 17Q: 3 clusters Score -2928344 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2928954.750000 Penalty: 5056.052246
	Iteration 18Q: 3 clusters Score -2928955 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2929416.750000 Penalty: 5056.052246
	Iteration 19Q: 3 clusters Score -2929417 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2929692.500000 Penalty: 5056.052246
	Iteration 20F: 3 clusters Score -2929692 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -2929852.000000 Penalty: 5056.052246
	Iteration 21Q: 3 clusters Score -2929852 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -2929979.250000 Penalty: 5056.052246
	Iteration 22Q: 3 clusters Score -2929979 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2930107.750000 Penalty: 5056.052246
	Iteration 23Q: 3 clusters Score -2930108 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2930215.000000 Penalty: 5056.052246
	Iteration 24Q: 3 clusters Score -2930215 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2930321.250000 Penalty: 5056.052246
	Iteration 25Q: 3 clusters Score -2930321 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -2930439.500000 Penalty: 5056.052246
	Iteration 26Q: 3 clusters Score -2930440 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2930579.250000 Penalty: 5056.052246
	Iteration 27Q: 3 clusters Score -2930579 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2930727.500000 Penalty: 5056.052246
	Iteration 28Q: 3 clusters Score -2930728 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2930863.000000 Penalty: 5056.052246
	Iteration 29Q: 3 clusters Score -2930863 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2931010.250000 Penalty: 5056.052246
	Iteration 30Q: 3 clusters Score -2931010 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -2931176.250000 Penalty: 5056.052246
	Iteration 31Q: 3 clusters Score -2931176 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -2931326.500000 Penalty: 5056.052246
	Iteration 32Q: 3 clusters Score -2931326 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2931509.250000 Penalty: 5056.052246
	Iteration 33Q: 3 clusters Score -2931509 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2931704.500000 Penalty: 5056.052246
	Iteration 34Q: 3 clusters Score -2931704 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2931882.000000 Penalty: 5056.052246
	Iteration 35Q: 3 clusters Score -2931882 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2932071.000000 Penalty: 5056.052246
	Iteration 36Q: 3 clusters Score -2932071 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2932287.750000 Penalty: 5056.052246
	Iteration 37Q: 3 clusters Score -2932288 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2932475.000000 Penalty: 5056.052246
	Iteration 38Q: 3 clusters Score -2932475 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2932688.500000 Penalty: 5056.052246
	Iteration 39Q: 3 clusters Score -2932688 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2932843.250000 Penalty: 5056.052246
	Iteration 40F: 3 clusters Score -2932843 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2932988.500000 Penalty: 5056.052246
	Iteration 41Q: 3 clusters Score -2932988 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2933121.000000 Penalty: 5056.052246
	Iteration 42Q: 3 clusters Score -2933121 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2933186.000000 Penalty: 5056.052246
	Iteration 43Q: 3 clusters Score -2933186 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2933238.000000 Penalty: 5056.052246
	Iteration 44Q: 3 clusters Score -2933238 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2933282.500000 Penalty: 5056.052246
	Iteration 45Q: 3 clusters Score -2933282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2933309.250000 Penalty: 5056.052246
	Iteration 46Q: 3 clusters Score -2933309 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2933329.750000 Penalty: 5056.052246
	Iteration 47Q: 3 clusters Score -2933330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2933344.750000 Penalty: 5056.052246
	Iteration 48Q: 3 clusters Score -2933345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2933358.000000 Penalty: 5056.052246
	Iteration 49Q: 3 clusters Score -2933358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2933366.000000 Penalty: 5056.052246
	Iteration 50Q: 3 clusters Score -2933366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2933376.250000 Penalty: 5056.052246
	Iteration 51Q: 3 clusters Score -2933376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2933380.500000 Penalty: 5056.052246
	Iteration 52Q: 3 clusters Score -2933380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2933388.500000 Penalty: 5056.052246
	Iteration 53Q: 3 clusters Score -2933388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2933392.500000 Penalty: 5056.052246
	Iteration 54Q: 3 clusters Score -2933392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2933397.000000 Penalty: 5056.052246
	Iteration 55Q: 3 clusters Score -2933397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2933404.500000 Penalty: 5056.052246
	Iteration 56Q: 3 clusters Score -2933404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2933405.000000 Penalty: 5056.052246
	Iteration 57Q: 3 clusters Score -2933405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2933409.000000 Penalty: 5056.052246
	Iteration 58Q: 3 clusters Score -2933409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2933413.750000 Penalty: 5056.052246
	Iteration 59Q: 3 clusters Score -2933414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2933415.500000 Penalty: 5056.052246
	Iteration 60F: 3 clusters Score -2933416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2933419.250000 Penalty: 5056.052246
	Iteration 61Q: 3 clusters Score -2933419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2933425.000000 Penalty: 5056.052246
	Iteration 62Q: 3 clusters Score -2933425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2933426.750000 Penalty: 5056.052246
	Iteration 63Q: 3 clusters Score -2933427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2933425.000000 Penalty: 5056.052246
	Iteration 64Q: 3 clusters Score -2933425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2933423.000000 Penalty: 5056.052246
	Iteration 65Q: 3 clusters Score -2933423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2933423.000000 Penalty: 5056.052246
	Iteration 66F: 3 clusters Score -2933423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (16897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Entering Unmasked Estep 
Score: -1834710.000000 Penalty: 2414.252930
	Iteration 0F: 2 clusters Score -1834710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1822643.375000 Penalty: 4828.505859
	Iteration 0F: 3 clusters Score -1822643 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1826684.625000 Penalty: 4828.505859
	Iteration 1F: 3 clusters Score -1826685 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1827108.000000 Penalty: 4828.505859
	Iteration 2F: 3 clusters Score -1827108 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1827454.625000 Penalty: 4828.505859
	Iteration 3Q: 3 clusters Score -1827455 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1827816.500000 Penalty: 4828.505859
	Iteration 4Q: 3 clusters Score -1827816 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1828133.375000 Penalty: 4828.505859
	Iteration 5Q: 3 clusters Score -1828133 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1828450.250000 Penalty: 4828.505859
	Iteration 6Q: 3 clusters Score -1828450 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1828750.625000 Penalty: 4828.505859
	Iteration 7Q: 3 clusters Score -1828751 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1829119.250000 Penalty: 4828.505859
	Iteration 8Q: 3 clusters Score -1829119 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1829548.500000 Penalty: 4828.505859
	Iteration 9Q: 3 clusters Score -1829548 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1830017.875000 Penalty: 4828.505859
	Iteration 10Q: 3 clusters Score -1830018 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1830460.000000 Penalty: 4828.505859
	Iteration 11Q: 3 clusters Score -1830460 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1830835.375000 Penalty: 4828.505859
	Iteration 12Q: 3 clusters Score -1830835 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1831124.750000 Penalty: 4828.505859
	Iteration 13Q: 3 clusters Score -1831125 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1831354.125000 Penalty: 4828.505859
	Iteration 14Q: 3 clusters Score -1831354 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1831541.125000 Penalty: 4828.505859
	Iteration 15Q: 3 clusters Score -1831541 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1831691.375000 Penalty: 4828.505859
	Iteration 16Q: 3 clusters Score -1831691 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1831820.750000 Penalty: 4828.505859
	Iteration 17Q: 3 clusters Score -1831821 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1831925.750000 Penalty: 4828.505859
	Iteration 18Q: 3 clusters Score -1831926 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1832025.375000 Penalty: 4828.505859
	Iteration 19Q: 3 clusters Score -1832025 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -1832089.500000 Penalty: 4828.505859
	Iteration 20F: 3 clusters Score -1832090 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1832136.625000 Penalty: 4828.505859
	Iteration 21Q: 3 clusters Score -1832137 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1832179.250000 Penalty: 4828.505859
	Iteration 22Q: 3 clusters Score -1832179 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -1832226.500000 Penalty: 4828.505859
	Iteration 23Q: 3 clusters Score -1832226 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1832255.625000 Penalty: 4828.505859
	Iteration 24Q: 3 clusters Score -1832256 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -1832286.250000 Penalty: 4828.505859
	Iteration 25Q: 3 clusters Score -1832286 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1832313.500000 Penalty: 4828.505859
	Iteration 26Q: 3 clusters Score -1832314 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1832337.625000 Penalty: 4828.505859
	Iteration 27Q: 3 clusters Score -1832338 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1832362.125000 Penalty: 4828.505859
	Iteration 28Q: 3 clusters Score -1832362 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -1832383.250000 Penalty: 4828.505859
	Iteration 29Q: 3 clusters Score -1832383 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1832406.000000 Penalty: 4828.505859
	Iteration 30Q: 3 clusters Score -1832406 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -1832422.500000 Penalty: 4828.505859
	Iteration 31Q: 3 clusters Score -1832422 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1832439.125000 Penalty: 4828.505859
	Iteration 32Q: 3 clusters Score -1832439 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -1832450.750000 Penalty: 4828.505859
	Iteration 33Q: 3 clusters Score -1832451 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1832460.875000 Penalty: 4828.505859
	Iteration 34Q: 3 clusters Score -1832461 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -1832473.000000 Penalty: 4828.505859
	Iteration 35Q: 3 clusters Score -1832473 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1832484.875000 Penalty: 4828.505859
	Iteration 36Q: 3 clusters Score -1832485 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -1832488.000000 Penalty: 4828.505859
	Iteration 37Q: 3 clusters Score -1832488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -1832500.625000 Penalty: 4828.505859
	Iteration 38Q: 3 clusters Score -1832501 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -1832512.750000 Penalty: 4828.505859
	Iteration 39Q: 3 clusters Score -1832513 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -1832519.125000 Penalty: 4828.505859
	Iteration 40F: 3 clusters Score -1832519 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1832530.875000 Penalty: 4828.505859
	Iteration 41Q: 3 clusters Score -1832531 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -1832541.625000 Penalty: 4828.505859
	Iteration 42Q: 3 clusters Score -1832542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1832561.875000 Penalty: 4828.505859
	Iteration 43Q: 3 clusters Score -1832562 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -1832573.750000 Penalty: 4828.505859
	Iteration 44Q: 3 clusters Score -1832574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -1832587.500000 Penalty: 4828.505859
	Iteration 45Q: 3 clusters Score -1832588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -1832606.000000 Penalty: 4828.505859
	Iteration 46Q: 3 clusters Score -1832606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1832623.125000 Penalty: 4828.505859
	Iteration 47Q: 3 clusters Score -1832623 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1832634.500000 Penalty: 4828.505859
	Iteration 48Q: 3 clusters Score -1832634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -1832641.375000 Penalty: 4828.505859
	Iteration 49Q: 3 clusters Score -1832641 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -1832652.875000 Penalty: 4828.505859
	Iteration 50Q: 3 clusters Score -1832653 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -1832671.500000 Penalty: 4828.505859
	Iteration 51Q: 3 clusters Score -1832672 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1832688.500000 Penalty: 4828.505859
	Iteration 52Q: 3 clusters Score -1832688 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -1832701.500000 Penalty: 4828.505859
	Iteration 53Q: 3 clusters Score -1832702 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -1832712.875000 Penalty: 4828.505859
	Iteration 54Q: 3 clusters Score -1832713 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -1832728.000000 Penalty: 4828.505859
	Iteration 55Q: 3 clusters Score -1832728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -1832730.625000 Penalty: 4828.505859
	Iteration 56Q: 3 clusters Score -1832731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -1832735.000000 Penalty: 4828.505859
	Iteration 57Q: 3 clusters Score -1832735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -1832739.500000 Penalty: 4828.505859
	Iteration 58Q: 3 clusters Score -1832740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -1832741.125000 Penalty: 4828.505859
	Iteration 59Q: 3 clusters Score -1832741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -1832742.125000 Penalty: 4828.505859
	Iteration 60F: 3 clusters Score -1832742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -1832739.375000 Penalty: 4828.505859
	Iteration 61Q: 3 clusters Score -1832739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -1832738.750000 Penalty: 4828.505859
	Iteration 62Q: 3 clusters Score -1832739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -1832741.250000 Penalty: 4828.505859
	Iteration 63Q: 3 clusters Score -1832741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -1832743.125000 Penalty: 4828.505859
	Iteration 64Q: 3 clusters Score -1832743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -1832741.625000 Penalty: 4828.505859
	Iteration 65Q: 3 clusters Score -1832742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -1832745.875000 Penalty: 4828.505859
	Iteration 66Q: 3 clusters Score -1832746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -1832748.125000 Penalty: 4828.505859
	Iteration 67Q: 3 clusters Score -1832748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1832748.125000 Penalty: 4828.505859
	Iteration 68Q: 3 clusters Score -1832748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1832747.875000 Penalty: 4828.505859
	Iteration 69Q: 3 clusters Score -1832748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -1832750.375000 Penalty: 4828.505859
	Iteration 70Q: 3 clusters Score -1832750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -1832749.750000 Penalty: 4828.505859
	Iteration 71Q: 3 clusters Score -1832750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -1832751.500000 Penalty: 4828.505859
	Iteration 72Q: 3 clusters Score -1832752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -1832749.875000 Penalty: 4828.505859
	Iteration 73Q: 3 clusters Score -1832750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -1832752.750000 Penalty: 4828.505859
	Iteration 74Q: 3 clusters Score -1832753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -1832750.375000 Penalty: 4828.505859
	Iteration 75Q: 3 clusters Score -1832750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1832755.250000 Penalty: 4828.505859
	Iteration 76Q: 3 clusters Score -1832755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -1832754.250000 Penalty: 4828.505859
	Iteration 77Q: 3 clusters Score -1832754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -1832756.750000 Penalty: 4828.505859
	Iteration 78Q: 3 clusters Score -1832757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -1832756.500000 Penalty: 4828.505859
	Iteration 79Q: 3 clusters Score -1832756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -1832754.500000 Penalty: 4828.505859
	Iteration 80F: 3 clusters Score -1832754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -1832756.750000 Penalty: 4828.505859
	Iteration 81Q: 3 clusters Score -1832757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -1832756.750000 Penalty: 4828.505859
	Iteration 82F: 3 clusters Score -1832757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -69635.414062 Penalty: 1628.185791
	Iteration 0F: 2 clusters Score -69635.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -67957.093750 Penalty: 3256.371582
	Iteration 0F: 3 clusters Score -67957.09 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -68167.609375 Penalty: 3256.371582
	Iteration 1F: 3 clusters Score -68167.61 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -68252.960938 Penalty: 3256.371582
	Iteration 2F: 3 clusters Score -68252.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -68307.062500 Penalty: 3256.371582
	Iteration 3Q: 3 clusters Score -68307.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -68339.898438 Penalty: 3256.371582
	Iteration 4Q: 3 clusters Score -68339.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -68376.390625 Penalty: 3256.371582
	Iteration 5Q: 3 clusters Score -68376.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -68391.226562 Penalty: 3256.371582
	Iteration 6Q: 3 clusters Score -68391.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -68404.890625 Penalty: 3256.371582
	Iteration 7Q: 3 clusters Score -68404.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -68412.304688 Penalty: 3256.371582
	Iteration 8Q: 3 clusters Score -68412.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -68415.906250 Penalty: 3256.371582
	Iteration 9Q: 3 clusters Score -68415.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -68417.140625 Penalty: 3256.371582
	Iteration 10Q: 3 clusters Score -68417.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -68418.867188 Penalty: 3256.371582
	Iteration 11Q: 3 clusters Score -68418.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -68421.929688 Penalty: 3256.371582
	Iteration 12Q: 3 clusters Score -68421.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -68425.882812 Penalty: 3256.371582
	Iteration 13Q: 3 clusters Score -68425.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -68436.648438 Penalty: 3256.371582
	Iteration 14Q: 3 clusters Score -68436.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -68445.367188 Penalty: 3256.371582
	Iteration 15Q: 3 clusters Score -68445.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -68450.234375 Penalty: 3256.371582
	Iteration 16Q: 3 clusters Score -68450.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -68450.234375 Penalty: 3256.371582
	Iteration 17F: 3 clusters Score -68450.23 nChanged 0
--- Evaluating fit on full set of 1944630 points ---
Entering Unmasked Estep 
Score: -194579520.000000 Penalty: 190332.765625
24->54 Clusters: Score -194579520.000000, best is -194929504.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 648210 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 26688 members 
Mstep: Class 3 contains 26854 members 
Mstep: Class 4 contains 27136 members 
Mstep: Class 5 contains 26895 members 
Mstep: Class 6 contains 27128 members 
Mstep: Class 7 contains 27133 members 
Mstep: Class 8 contains 26921 members 
Mstep: Class 9 contains 26847 members 
Mstep: Class 10 contains 27212 members 
Mstep: Class 11 contains 26832 members 
Mstep: Class 12 contains 27046 members 
Mstep: Class 13 contains 27145 members 
Mstep: Class 14 contains 26926 members 
Mstep: Class 15 contains 26792 members 
Mstep: Class 16 contains 26843 members 
Mstep: Class 17 contains 27424 members 
Mstep: Class 18 contains 27168 members 
Mstep: Class 19 contains 26909 members 
Mstep: Class 20 contains 27217 members 
Mstep: Class 21 contains 26836 members 
Mstep: Class 22 contains 26836 members 
Mstep: Class 23 contains 26933 members 
Mstep: Class 24 contains 27372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 381.663818 but Gain 3318.726562
Score: -56999268.000000 Penalty: 76330.757812
Iteration 0F: 24 clusters Score -5.699927e+07 nChanged 618630
Entering Unmasked Mstep 
Mstep: Class 0 contains 6772 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 16207 members 
Mstep: Class 3 contains 2278 members 
Mstep: Class 4 contains 64213 members 
Mstep: Class 5 contains 59865 members 
Mstep: Class 6 contains 23285 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 9 contains 3585 members 
Mstep: Class 10 contains 9273 members 
Mstep: Class 11 contains 6550 members 
Mstep: Class 12 contains 230734 members 
Mstep: Class 13 contains 9439 members 
Mstep: Class 14 contains 12368 members 
Mstep: Class 15 contains 12331 members 
Mstep: Class 16 contains 13555 members 
Mstep: Class 17 contains 62768 members 
Mstep: Class 18 contains 35063 members 
Mstep: Class 19 contains 20569 members 
Mstep: Class 20 contains 16144 members 
Mstep: Class 21 contains 16654 members 
Mstep: Class 22 contains 4694 members 
Mstep: Class 23 contains 2818 members 
Mstep: Class 24 contains 5875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2235.281738 but Gain 3318.726562
Score: -62102708.000000 Penalty: 73012.031250
Iteration 1F: 23 clusters Score -6.210271e+07 nChanged 270813
Entering Unmasked Mstep 
Mstep: Class 0 contains 3283 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 11305 members 
Mstep: Class 4 contains 35701 members 
Mstep: Class 5 contains 49033 members 
Mstep: Class 6 contains 27714 members 
Mstep: Class 8 contains 3323 members 
Mstep: Class 9 contains 1374 members 
Mstep: Class 10 contains 20132 members 
Mstep: Class 11 contains 11362 members 
Mstep: Class 12 contains 280143 members 
Mstep: Class 13 contains 6241 members 
Mstep: Class 14 contains 3882 members 
Mstep: Class 15 contains 13939 members 
Mstep: Class 16 contains 9817 members 
Mstep: Class 17 contains 69187 members 
Mstep: Class 18 contains 25948 members 
Mstep: Class 19 contains 17194 members 
Mstep: Class 20 contains 16262 members 
Mstep: Class 21 contains 9327 members 
Mstep: Class 22 contains 3668 members 
Mstep: Class 23 contains 2609 members 
Mstep: Class 24 contains 13527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -63182968.000000 Penalty: 73012.031250
Iteration 2F: 23 clusters Score -6.318297e+07 nChanged 184633
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 6506 members 
Mstep: Class 4 contains 40383 members 
Mstep: Class 5 contains 30789 members 
Mstep: Class 6 contains 31079 members 
Mstep: Class 8 contains 2552 members 
Mstep: Class 9 contains 1348 members 
Mstep: Class 10 contains 57501 members 
Mstep: Class 11 contains 10780 members 
Mstep: Class 12 contains 242567 members 
Mstep: Class 13 contains 6313 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 18831 members 
Mstep: Class 16 contains 10616 members 
Mstep: Class 17 contains 77987 members 
Mstep: Class 18 contains 22291 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 19169 members 
Mstep: Class 21 contains 10883 members 
Mstep: Class 22 contains 5066 members 
Mstep: Class 23 contains 1545 members 
Mstep: Class 24 contains 14199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -63715640.000000 Penalty: 73012.031250
Iteration 3F: 23 clusters Score -6.371564e+07 nChanged 121943
Entering Unmasked Mstep 
Mstep: Class 0 contains 1868 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 4177 members 
Mstep: Class 4 contains 44629 members 
Mstep: Class 5 contains 26828 members 
Mstep: Class 6 contains 31412 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 1570 members 
Mstep: Class 10 contains 83192 members 
Mstep: Class 11 contains 10003 members 
Mstep: Class 12 contains 217742 members 
Mstep: Class 13 contains 5657 members 
Mstep: Class 14 contains 2907 members 
Mstep: Class 15 contains 22288 members 
Mstep: Class 16 contains 11681 members 
Mstep: Class 17 contains 80163 members 
Mstep: Class 18 contains 17940 members 
Mstep: Class 19 contains 25239 members 
Mstep: Class 20 contains 20502 members 
Mstep: Class 21 contains 10368 members 
Mstep: Class 22 contains 6641 members 
Mstep: Class 23 contains 1414 members 
Mstep: Class 24 contains 14105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -63957980.000000 Penalty: 73012.031250
Iteration 4F: 23 clusters Score -6.395798e+07 nChanged 75689
Entering Unmasked Mstep 
Mstep: Class 0 contains 1588 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3618 members 
Mstep: Class 4 contains 47308 members 
Mstep: Class 5 contains 26805 members 
Mstep: Class 6 contains 30905 members 
Mstep: Class 8 contains 1501 members 
Mstep: Class 9 contains 1746 members 
Mstep: Class 10 contains 92402 members 
Mstep: Class 11 contains 9959 members 
Mstep: Class 12 contains 203250 members 
Mstep: Class 13 contains 4993 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 24167 members 
Mstep: Class 16 contains 13509 members 
Mstep: Class 17 contains 78212 members 
Mstep: Class 18 contains 14009 members 
Mstep: Class 19 contains 31076 members 
Mstep: Class 20 contains 23321 members 
Mstep: Class 21 contains 9645 members 
Mstep: Class 22 contains 8468 members 
Mstep: Class 23 contains 1466 members 
Mstep: Class 24 contains 13306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64090952.000000 Penalty: 73012.031250
Iteration 5F: 23 clusters Score -6.409095e+07 nChanged 52435
Entering Unmasked Mstep 
Mstep: Class 0 contains 1136 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3201 members 
Mstep: Class 4 contains 48635 members 
Mstep: Class 5 contains 26561 members 
Mstep: Class 6 contains 30621 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 1795 members 
Mstep: Class 10 contains 96004 members 
Mstep: Class 11 contains 10698 members 
Mstep: Class 12 contains 193332 members 
Mstep: Class 13 contains 4670 members 
Mstep: Class 14 contains 3104 members 
Mstep: Class 15 contains 24985 members 
Mstep: Class 16 contains 15797 members 
Mstep: Class 17 contains 74553 members 
Mstep: Class 18 contains 12415 members 
Mstep: Class 19 contains 37400 members 
Mstep: Class 20 contains 24960 members 
Mstep: Class 21 contains 9696 members 
Mstep: Class 22 contains 10459 members 
Mstep: Class 23 contains 1480 members 
Mstep: Class 24 contains 11746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64179088.000000 Penalty: 73012.031250
Iteration 6F: 23 clusters Score -6.417909e+07 nChanged 39520
Entering Unmasked Mstep 
Mstep: Class 0 contains 887 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2918 members 
Mstep: Class 4 contains 49370 members 
Mstep: Class 5 contains 25663 members 
Mstep: Class 6 contains 30501 members 
Mstep: Class 8 contains 1912 members 
Mstep: Class 9 contains 1813 members 
Mstep: Class 10 contains 98071 members 
Mstep: Class 11 contains 11839 members 
Mstep: Class 12 contains 185688 members 
Mstep: Class 13 contains 4672 members 
Mstep: Class 14 contains 2957 members 
Mstep: Class 15 contains 25403 members 
Mstep: Class 16 contains 17786 members 
Mstep: Class 17 contains 70998 members 
Mstep: Class 18 contains 12081 members 
Mstep: Class 19 contains 42435 members 
Mstep: Class 20 contains 25813 members 
Mstep: Class 21 contains 10513 members 
Mstep: Class 22 contains 12457 members 
Mstep: Class 23 contains 1416 members 
Mstep: Class 24 contains 10238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64229936.000000 Penalty: 73012.031250
Iteration 7F: 23 clusters Score -6.422994e+07 nChanged 32087
Entering Unmasked Mstep 
Mstep: Class 0 contains 853 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2746 members 
Mstep: Class 4 contains 50013 members 
Mstep: Class 5 contains 24371 members 
Mstep: Class 6 contains 30510 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 1818 members 
Mstep: Class 10 contains 99396 members 
Mstep: Class 11 contains 12862 members 
Mstep: Class 12 contains 178824 members 
Mstep: Class 13 contains 4858 members 
Mstep: Class 14 contains 2928 members 
Mstep: Class 15 contains 25459 members 
Mstep: Class 16 contains 19649 members 
Mstep: Class 17 contains 67683 members 
Mstep: Class 18 contains 12102 members 
Mstep: Class 19 contains 46201 members 
Mstep: Class 20 contains 26747 members 
Mstep: Class 21 contains 11925 members 
Mstep: Class 22 contains 14316 members 
Mstep: Class 23 contains 1304 members 
Mstep: Class 24 contains 9297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64260148.000000 Penalty: 73012.031250
Iteration 8Q: 23 clusters Score -6.426015e+07 nChanged 27674
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2582 members 
Mstep: Class 4 contains 50717 members 
Mstep: Class 5 contains 23021 members 
Mstep: Class 6 contains 30583 members 
Mstep: Class 8 contains 2336 members 
Mstep: Class 9 contains 1821 members 
Mstep: Class 10 contains 100088 members 
Mstep: Class 11 contains 13471 members 
Mstep: Class 12 contains 172323 members 
Mstep: Class 13 contains 5182 members 
Mstep: Class 14 contains 3027 members 
Mstep: Class 15 contains 25397 members 
Mstep: Class 16 contains 21472 members 
Mstep: Class 17 contains 64698 members 
Mstep: Class 18 contains 12213 members 
Mstep: Class 19 contains 49068 members 
Mstep: Class 20 contains 27704 members 
Mstep: Class 21 contains 13835 members 
Mstep: Class 22 contains 15872 members 
Mstep: Class 23 contains 1279 members 
Mstep: Class 24 contains 8842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64286828.000000 Penalty: 73012.031250
Iteration 9Q: 23 clusters Score -6.428683e+07 nChanged 25084
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 4 contains 51389 members 
Mstep: Class 5 contains 21820 members 
Mstep: Class 6 contains 30554 members 
Mstep: Class 8 contains 2457 members 
Mstep: Class 9 contains 1822 members 
Mstep: Class 10 contains 100456 members 
Mstep: Class 11 contains 13781 members 
Mstep: Class 12 contains 166311 members 
Mstep: Class 13 contains 5526 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 25366 members 
Mstep: Class 16 contains 23200 members 
Mstep: Class 17 contains 61940 members 
Mstep: Class 18 contains 12338 members 
Mstep: Class 19 contains 51050 members 
Mstep: Class 20 contains 28666 members 
Mstep: Class 21 contains 16223 members 
Mstep: Class 22 contains 17186 members 
Mstep: Class 23 contains 1300 members 
Mstep: Class 24 contains 8643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64311760.000000 Penalty: 73012.031250
Iteration 10Q: 23 clusters Score -6.431176e+07 nChanged 23034
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2230 members 
Mstep: Class 4 contains 51819 members 
Mstep: Class 5 contains 21195 members 
Mstep: Class 6 contains 30316 members 
Mstep: Class 8 contains 2548 members 
Mstep: Class 9 contains 1822 members 
Mstep: Class 10 contains 100658 members 
Mstep: Class 11 contains 14004 members 
Mstep: Class 12 contains 161124 members 
Mstep: Class 13 contains 5898 members 
Mstep: Class 14 contains 3473 members 
Mstep: Class 15 contains 25438 members 
Mstep: Class 16 contains 24647 members 
Mstep: Class 17 contains 59131 members 
Mstep: Class 18 contains 12407 members 
Mstep: Class 19 contains 52485 members 
Mstep: Class 20 contains 29447 members 
Mstep: Class 21 contains 19001 members 
Mstep: Class 22 contains 18222 members 
Mstep: Class 23 contains 1326 members 
Mstep: Class 24 contains 8606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64334128.000000 Penalty: 73012.031250
Iteration 11Q: 23 clusters Score -6.433413e+07 nChanged 20550
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2102 members 
Mstep: Class 4 contains 52132 members 
Mstep: Class 5 contains 21014 members 
Mstep: Class 6 contains 29921 members 
Mstep: Class 8 contains 2635 members 
Mstep: Class 9 contains 1822 members 
Mstep: Class 10 contains 100772 members 
Mstep: Class 11 contains 14144 members 
Mstep: Class 12 contains 157064 members 
Mstep: Class 13 contains 6263 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 25491 members 
Mstep: Class 16 contains 25819 members 
Mstep: Class 17 contains 56665 members 
Mstep: Class 18 contains 12353 members 
Mstep: Class 19 contains 53296 members 
Mstep: Class 20 contains 30013 members 
Mstep: Class 21 contains 21471 members 
Mstep: Class 22 contains 19043 members 
Mstep: Class 23 contains 1371 members 
Mstep: Class 24 contains 8692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64350240.000000 Penalty: 73012.031250
Iteration 12Q: 23 clusters Score -6.435024e+07 nChanged 17339
Entering Unmasked Mstep 
Mstep: Class 0 contains 848 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1994 members 
Mstep: Class 4 contains 52335 members 
Mstep: Class 5 contains 20954 members 
Mstep: Class 6 contains 29548 members 
Mstep: Class 8 contains 2696 members 
Mstep: Class 9 contains 1822 members 
Mstep: Class 10 contains 100860 members 
Mstep: Class 11 contains 14221 members 
Mstep: Class 12 contains 154209 members 
Mstep: Class 13 contains 6602 members 
Mstep: Class 14 contains 4076 members 
Mstep: Class 15 contains 25488 members 
Mstep: Class 16 contains 26814 members 
Mstep: Class 17 contains 54735 members 
Mstep: Class 18 contains 12297 members 
Mstep: Class 19 contains 53587 members 
Mstep: Class 20 contains 30464 members 
Mstep: Class 21 contains 23144 members 
Mstep: Class 22 contains 19751 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 8907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64361904.000000 Penalty: 73012.031250
Iteration 13Q: 23 clusters Score -6.43619e+07 nChanged 14206
Entering Unmasked Mstep 
Mstep: Class 0 contains 848 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1905 members 
Mstep: Class 4 contains 52559 members 
Mstep: Class 5 contains 20882 members 
Mstep: Class 6 contains 28947 members 
Mstep: Class 8 contains 2764 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 100933 members 
Mstep: Class 11 contains 14265 members 
Mstep: Class 12 contains 152098 members 
Mstep: Class 13 contains 6882 members 
Mstep: Class 14 contains 4312 members 
Mstep: Class 15 contains 25434 members 
Mstep: Class 16 contains 27602 members 
Mstep: Class 17 contains 53485 members 
Mstep: Class 18 contains 12295 members 
Mstep: Class 19 contains 53512 members 
Mstep: Class 20 contains 30903 members 
Mstep: Class 21 contains 24331 members 
Mstep: Class 22 contains 20385 members 
Mstep: Class 23 contains 1444 members 
Mstep: Class 24 contains 9174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64370008.000000 Penalty: 73012.031250
Iteration 14Q: 23 clusters Score -6.437001e+07 nChanged 11731
Entering Unmasked Mstep 
Mstep: Class 0 contains 848 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1868 members 
Mstep: Class 4 contains 52792 members 
Mstep: Class 5 contains 20730 members 
Mstep: Class 6 contains 28120 members 
Mstep: Class 8 contains 2805 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 101009 members 
Mstep: Class 11 contains 14329 members 
Mstep: Class 12 contains 150424 members 
Mstep: Class 13 contains 7181 members 
Mstep: Class 14 contains 4502 members 
Mstep: Class 15 contains 25348 members 
Mstep: Class 16 contains 28259 members 
Mstep: Class 17 contains 52756 members 
Mstep: Class 18 contains 12379 members 
Mstep: Class 19 contains 53093 members 
Mstep: Class 20 contains 31358 members 
Mstep: Class 21 contains 25197 members 
Mstep: Class 22 contains 21015 members 
Mstep: Class 23 contains 1489 members 
Mstep: Class 24 contains 9487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64375952.000000 Penalty: 73012.031250
Iteration 15Q: 23 clusters Score -6.437595e+07 nChanged 9997
Entering Unmasked Mstep 
Mstep: Class 0 contains 848 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1832 members 
Mstep: Class 4 contains 53046 members 
Mstep: Class 5 contains 20541 members 
Mstep: Class 6 contains 27060 members 
Mstep: Class 8 contains 2855 members 
Mstep: Class 9 contains 1822 members 
Mstep: Class 10 contains 101060 members 
Mstep: Class 11 contains 14423 members 
Mstep: Class 12 contains 149267 members 
Mstep: Class 13 contains 7482 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 25198 members 
Mstep: Class 16 contains 28864 members 
Mstep: Class 17 contains 52310 members 
Mstep: Class 18 contains 12480 members 
Mstep: Class 19 contains 52492 members 
Mstep: Class 20 contains 31877 members 
Mstep: Class 21 contains 25818 members 
Mstep: Class 22 contains 21556 members 
Mstep: Class 23 contains 1551 members 
Mstep: Class 24 contains 9775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64379904.000000 Penalty: 73012.031250
Iteration 16Q: 23 clusters Score -6.43799e+07 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 848 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1803 members 
Mstep: Class 4 contains 53182 members 
Mstep: Class 5 contains 20293 members 
Mstep: Class 6 contains 25927 members 
Mstep: Class 8 contains 2902 members 
Mstep: Class 9 contains 1822 members 
Mstep: Class 10 contains 101091 members 
Mstep: Class 11 contains 14561 members 
Mstep: Class 12 contains 148420 members 
Mstep: Class 13 contains 7760 members 
Mstep: Class 14 contains 4828 members 
Mstep: Class 15 contains 25074 members 
Mstep: Class 16 contains 29338 members 
Mstep: Class 17 contains 52039 members 
Mstep: Class 18 contains 12636 members 
Mstep: Class 19 contains 51902 members 
Mstep: Class 20 contains 32489 members 
Mstep: Class 21 contains 26265 members 
Mstep: Class 22 contains 21993 members 
Mstep: Class 23 contains 1607 members 
Mstep: Class 24 contains 10071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64383052.000000 Penalty: 73012.031250
Iteration 17Q: 23 clusters Score -6.438305e+07 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 848 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1781 members 
Mstep: Class 4 contains 53328 members 
Mstep: Class 5 contains 20061 members 
Mstep: Class 6 contains 24867 members 
Mstep: Class 8 contains 2951 members 
Mstep: Class 9 contains 1822 members 
Mstep: Class 10 contains 101115 members 
Mstep: Class 11 contains 14748 members 
Mstep: Class 12 contains 147729 members 
Mstep: Class 13 contains 8026 members 
Mstep: Class 14 contains 4945 members 
Mstep: Class 15 contains 24922 members 
Mstep: Class 16 contains 29716 members 
Mstep: Class 17 contains 51863 members 
Mstep: Class 18 contains 12781 members 
Mstep: Class 19 contains 51352 members 
Mstep: Class 20 contains 33143 members 
Mstep: Class 21 contains 26549 members 
Mstep: Class 22 contains 22300 members 
Mstep: Class 23 contains 1658 members 
Mstep: Class 24 contains 10366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64385704.000000 Penalty: 73012.031250
Iteration 18Q: 23 clusters Score -6.43857e+07 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 848 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1743 members 
Mstep: Class 4 contains 53474 members 
Mstep: Class 5 contains 19865 members 
Mstep: Class 6 contains 23801 members 
Mstep: Class 8 contains 3026 members 
Mstep: Class 9 contains 1822 members 
Mstep: Class 10 contains 101121 members 
Mstep: Class 11 contains 14912 members 
Mstep: Class 12 contains 147186 members 
Mstep: Class 13 contains 8290 members 
Mstep: Class 14 contains 5073 members 
Mstep: Class 15 contains 24803 members 
Mstep: Class 16 contains 30091 members 
Mstep: Class 17 contains 51715 members 
Mstep: Class 18 contains 12913 members 
Mstep: Class 19 contains 50830 members 
Mstep: Class 20 contains 33821 members 
Mstep: Class 21 contains 26714 members 
Mstep: Class 22 contains 22507 members 
Mstep: Class 23 contains 1723 members 
Mstep: Class 24 contains 10614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64387624.000000 Penalty: 73012.031250
Iteration 19Q: 23 clusters Score -6.438762e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 849 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1699 members 
Mstep: Class 4 contains 53595 members 
Mstep: Class 5 contains 19668 members 
Mstep: Class 6 contains 22844 members 
Mstep: Class 8 contains 3091 members 
Mstep: Class 9 contains 1822 members 
Mstep: Class 10 contains 101112 members 
Mstep: Class 11 contains 15128 members 
Mstep: Class 12 contains 146680 members 
Mstep: Class 13 contains 8562 members 
Mstep: Class 14 contains 5209 members 
Mstep: Class 15 contains 24666 members 
Mstep: Class 16 contains 30353 members 
Mstep: Class 17 contains 51614 members 
Mstep: Class 18 contains 13027 members 
Mstep: Class 19 contains 50361 members 
Mstep: Class 20 contains 34544 members 
Mstep: Class 21 contains 26779 members 
Mstep: Class 22 contains 22687 members 
Mstep: Class 23 contains 1778 members 
Mstep: Class 24 contains 10858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64398764.000000 Penalty: 73012.031250
Iteration 20F: 23 clusters Score -6.439876e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 683 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1658 members 
Mstep: Class 4 contains 53721 members 
Mstep: Class 5 contains 19429 members 
Mstep: Class 6 contains 21618 members 
Mstep: Class 8 contains 3145 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 101083 members 
Mstep: Class 11 contains 15329 members 
Mstep: Class 12 contains 145372 members 
Mstep: Class 13 contains 8890 members 
Mstep: Class 14 contains 5427 members 
Mstep: Class 15 contains 24535 members 
Mstep: Class 16 contains 30676 members 
Mstep: Class 17 contains 51494 members 
Mstep: Class 18 contains 13246 members 
Mstep: Class 19 contains 49926 members 
Mstep: Class 20 contains 35229 members 
Mstep: Class 21 contains 27876 members 
Mstep: Class 22 contains 22769 members 
Mstep: Class 23 contains 1872 members 
Mstep: Class 24 contains 11072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64412556.000000 Penalty: 73012.031250
Iteration 21Q: 23 clusters Score -6.441256e+07 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 670 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1599 members 
Mstep: Class 4 contains 53826 members 
Mstep: Class 5 contains 19124 members 
Mstep: Class 6 contains 20637 members 
Mstep: Class 8 contains 3220 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 100951 members 
Mstep: Class 11 contains 15563 members 
Mstep: Class 12 contains 144375 members 
Mstep: Class 13 contains 9191 members 
Mstep: Class 14 contains 5599 members 
Mstep: Class 15 contains 24443 members 
Mstep: Class 16 contains 30909 members 
Mstep: Class 17 contains 51389 members 
Mstep: Class 18 contains 13508 members 
Mstep: Class 19 contains 49437 members 
Mstep: Class 20 contains 35966 members 
Mstep: Class 21 contains 28519 members 
Mstep: Class 22 contains 22835 members 
Mstep: Class 23 contains 2112 members 
Mstep: Class 24 contains 11227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64417668.000000 Penalty: 73012.031250
Iteration 22Q: 23 clusters Score -6.441767e+07 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 672 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1525 members 
Mstep: Class 4 contains 53954 members 
Mstep: Class 5 contains 18777 members 
Mstep: Class 6 contains 19845 members 
Mstep: Class 8 contains 3284 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 100844 members 
Mstep: Class 11 contains 15771 members 
Mstep: Class 12 contains 143469 members 
Mstep: Class 13 contains 9448 members 
Mstep: Class 14 contains 5711 members 
Mstep: Class 15 contains 24399 members 
Mstep: Class 16 contains 31084 members 
Mstep: Class 17 contains 51323 members 
Mstep: Class 18 contains 13703 members 
Mstep: Class 19 contains 48940 members 
Mstep: Class 20 contains 36737 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 22778 members 
Mstep: Class 23 contains 2421 members 
Mstep: Class 24 contains 11391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64421752.000000 Penalty: 73012.031250
Iteration 23Q: 23 clusters Score -6.442175e+07 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 672 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 4 contains 54094 members 
Mstep: Class 5 contains 18455 members 
Mstep: Class 6 contains 19227 members 
Mstep: Class 8 contains 3343 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 100784 members 
Mstep: Class 11 contains 15946 members 
Mstep: Class 12 contains 142355 members 
Mstep: Class 13 contains 9712 members 
Mstep: Class 14 contains 5828 members 
Mstep: Class 15 contains 24434 members 
Mstep: Class 16 contains 31173 members 
Mstep: Class 17 contains 51211 members 
Mstep: Class 18 contains 13907 members 
Mstep: Class 19 contains 48430 members 
Mstep: Class 20 contains 37484 members 
Mstep: Class 21 contains 29613 members 
Mstep: Class 22 contains 22639 members 
Mstep: Class 23 contains 2756 members 
Mstep: Class 24 contains 11573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64425248.000000 Penalty: 73012.031250
Iteration 24Q: 23 clusters Score -6.442525e+07 nChanged 9217
Entering Unmasked Mstep 
Mstep: Class 0 contains 672 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1400 members 
Mstep: Class 4 contains 54163 members 
Mstep: Class 5 contains 18111 members 
Mstep: Class 6 contains 18830 members 
Mstep: Class 8 contains 3408 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 100750 members 
Mstep: Class 11 contains 16106 members 
Mstep: Class 12 contains 141029 members 
Mstep: Class 13 contains 9950 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 24600 members 
Mstep: Class 16 contains 31150 members 
Mstep: Class 17 contains 51055 members 
Mstep: Class 18 contains 14109 members 
Mstep: Class 19 contains 47809 members 
Mstep: Class 20 contains 38226 members 
Mstep: Class 21 contains 30437 members 
Mstep: Class 22 contains 22454 members 
Mstep: Class 23 contains 3131 members 
Mstep: Class 24 contains 11768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64431228.000000 Penalty: 73012.031250
Iteration 25Q: 23 clusters Score -6.443123e+07 nChanged 10513
Entering Unmasked Mstep 
Mstep: Class 0 contains 672 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1351 members 
Mstep: Class 4 contains 54216 members 
Mstep: Class 5 contains 17700 members 
Mstep: Class 6 contains 18614 members 
Mstep: Class 8 contains 3477 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 100730 members 
Mstep: Class 11 contains 16265 members 
Mstep: Class 12 contains 139033 members 
Mstep: Class 13 contains 10203 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 24670 members 
Mstep: Class 16 contains 31127 members 
Mstep: Class 17 contains 50901 members 
Mstep: Class 18 contains 14345 members 
Mstep: Class 19 contains 47063 members 
Mstep: Class 20 contains 39009 members 
Mstep: Class 21 contains 31973 members 
Mstep: Class 22 contains 22263 members 
Mstep: Class 23 contains 3483 members 
Mstep: Class 24 contains 11955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64443476.000000 Penalty: 73012.031250
Iteration 26Q: 23 clusters Score -6.444348e+07 nChanged 12325
Entering Unmasked Mstep 
Mstep: Class 0 contains 672 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1293 members 
Mstep: Class 4 contains 54236 members 
Mstep: Class 5 contains 17955 members 
Mstep: Class 6 contains 18533 members 
Mstep: Class 8 contains 3535 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 100711 members 
Mstep: Class 11 contains 16436 members 
Mstep: Class 12 contains 135906 members 
Mstep: Class 13 contains 10453 members 
Mstep: Class 14 contains 6148 members 
Mstep: Class 15 contains 24715 members 
Mstep: Class 16 contains 31144 members 
Mstep: Class 17 contains 50698 members 
Mstep: Class 18 contains 14414 members 
Mstep: Class 19 contains 46158 members 
Mstep: Class 20 contains 39428 members 
Mstep: Class 21 contains 34759 members 
Mstep: Class 22 contains 21967 members 
Mstep: Class 23 contains 3820 members 
Mstep: Class 24 contains 12118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64462200.000000 Penalty: 73012.031250
Iteration 27Q: 23 clusters Score -6.44622e+07 nChanged 13463
Entering Unmasked Mstep 
Mstep: Class 0 contains 672 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1236 members 
Mstep: Class 4 contains 54125 members 
Mstep: Class 5 contains 18924 members 
Mstep: Class 6 contains 18546 members 
Mstep: Class 8 contains 3571 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 100681 members 
Mstep: Class 11 contains 16541 members 
Mstep: Class 12 contains 132807 members 
Mstep: Class 13 contains 10669 members 
Mstep: Class 14 contains 6275 members 
Mstep: Class 15 contains 24811 members 
Mstep: Class 16 contains 31153 members 
Mstep: Class 17 contains 50494 members 
Mstep: Class 18 contains 14267 members 
Mstep: Class 19 contains 44986 members 
Mstep: Class 20 contains 39372 members 
Mstep: Class 21 contains 37787 members 
Mstep: Class 22 contains 21719 members 
Mstep: Class 23 contains 4139 members 
Mstep: Class 24 contains 12324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64473092.000000 Penalty: 73012.031250
Iteration 28Q: 23 clusters Score -6.447309e+07 nChanged 11295
Entering Unmasked Mstep 
Mstep: Class 0 contains 672 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1184 members 
Mstep: Class 4 contains 54139 members 
Mstep: Class 5 contains 19590 members 
Mstep: Class 6 contains 18709 members 
Mstep: Class 8 contains 3603 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 100668 members 
Mstep: Class 11 contains 16622 members 
Mstep: Class 12 contains 130898 members 
Mstep: Class 13 contains 10861 members 
Mstep: Class 14 contains 6404 members 
Mstep: Class 15 contains 24930 members 
Mstep: Class 16 contains 31079 members 
Mstep: Class 17 contains 50309 members 
Mstep: Class 18 contains 14211 members 
Mstep: Class 19 contains 43726 members 
Mstep: Class 20 contains 39215 members 
Mstep: Class 21 contains 39775 members 
Mstep: Class 22 contains 21513 members 
Mstep: Class 23 contains 4467 members 
Mstep: Class 24 contains 12524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64478192.000000 Penalty: 73012.031250
Iteration 29Q: 23 clusters Score -6.447819e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 672 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1127 members 
Mstep: Class 4 contains 54243 members 
Mstep: Class 5 contains 20006 members 
Mstep: Class 6 contains 18874 members 
Mstep: Class 8 contains 3629 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 100675 members 
Mstep: Class 11 contains 16697 members 
Mstep: Class 12 contains 129875 members 
Mstep: Class 13 contains 11015 members 
Mstep: Class 14 contains 6495 members 
Mstep: Class 15 contains 25030 members 
Mstep: Class 16 contains 31034 members 
Mstep: Class 17 contains 50195 members 
Mstep: Class 18 contains 14296 members 
Mstep: Class 19 contains 42627 members 
Mstep: Class 20 contains 39045 members 
Mstep: Class 21 contains 40757 members 
Mstep: Class 22 contains 21345 members 
Mstep: Class 23 contains 4772 members 
Mstep: Class 24 contains 12690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64480964.000000 Penalty: 73012.031250
Iteration 30Q: 23 clusters Score -6.448096e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 672 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1078 members 
Mstep: Class 4 contains 54302 members 
Mstep: Class 5 contains 20286 members 
Mstep: Class 6 contains 19045 members 
Mstep: Class 8 contains 3668 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 100693 members 
Mstep: Class 11 contains 16778 members 
Mstep: Class 12 contains 129239 members 
Mstep: Class 13 contains 11167 members 
Mstep: Class 14 contains 6577 members 
Mstep: Class 15 contains 25027 members 
Mstep: Class 16 contains 31011 members 
Mstep: Class 17 contains 50127 members 
Mstep: Class 18 contains 14531 members 
Mstep: Class 19 contains 41687 members 
Mstep: Class 20 contains 38917 members 
Mstep: Class 21 contains 41221 members 
Mstep: Class 22 contains 21205 members 
Mstep: Class 23 contains 5045 members 
Mstep: Class 24 contains 12823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64482492.000000 Penalty: 73012.031250
Iteration 31Q: 23 clusters Score -6.448249e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 672 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1022 members 
Mstep: Class 4 contains 54278 members 
Mstep: Class 5 contains 20445 members 
Mstep: Class 6 contains 19187 members 
Mstep: Class 8 contains 3700 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 100726 members 
Mstep: Class 11 contains 16864 members 
Mstep: Class 12 contains 128940 members 
Mstep: Class 13 contains 11297 members 
Mstep: Class 14 contains 6650 members 
Mstep: Class 15 contains 25054 members 
Mstep: Class 16 contains 30952 members 
Mstep: Class 17 contains 50038 members 
Mstep: Class 18 contains 14943 members 
Mstep: Class 19 contains 40790 members 
Mstep: Class 20 contains 38831 members 
Mstep: Class 21 contains 41372 members 
Mstep: Class 22 contains 21104 members 
Mstep: Class 23 contains 5292 members 
Mstep: Class 24 contains 12941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64483476.000000 Penalty: 73012.031250
Iteration 32Q: 23 clusters Score -6.448348e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 672 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 995 members 
Mstep: Class 4 contains 54208 members 
Mstep: Class 5 contains 20538 members 
Mstep: Class 6 contains 19311 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 100749 members 
Mstep: Class 11 contains 16895 members 
Mstep: Class 12 contains 128846 members 
Mstep: Class 13 contains 11425 members 
Mstep: Class 14 contains 6715 members 
Mstep: Class 15 contains 25076 members 
Mstep: Class 16 contains 30891 members 
Mstep: Class 17 contains 49954 members 
Mstep: Class 18 contains 15417 members 
Mstep: Class 19 contains 39907 members 
Mstep: Class 20 contains 38744 members 
Mstep: Class 21 contains 41416 members 
Mstep: Class 22 contains 21005 members 
Mstep: Class 23 contains 5534 members 
Mstep: Class 24 contains 13052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64484152.000000 Penalty: 73012.031250
Iteration 33Q: 23 clusters Score -6.448415e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 672 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 990 members 
Mstep: Class 4 contains 54088 members 
Mstep: Class 5 contains 20596 members 
Mstep: Class 6 contains 19452 members 
Mstep: Class 8 contains 3799 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 100748 members 
Mstep: Class 11 contains 16892 members 
Mstep: Class 12 contains 128918 members 
Mstep: Class 13 contains 11514 members 
Mstep: Class 14 contains 6772 members 
Mstep: Class 15 contains 25100 members 
Mstep: Class 16 contains 30865 members 
Mstep: Class 17 contains 49828 members 
Mstep: Class 18 contains 16032 members 
Mstep: Class 19 contains 38948 members 
Mstep: Class 20 contains 38670 members 
Mstep: Class 21 contains 41385 members 
Mstep: Class 22 contains 20919 members 
Mstep: Class 23 contains 5753 members 
Mstep: Class 24 contains 13155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64485408.000000 Penalty: 73012.031250
Iteration 34Q: 23 clusters Score -6.448541e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 672 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 990 members 
Mstep: Class 4 contains 53929 members 
Mstep: Class 5 contains 20634 members 
Mstep: Class 6 contains 19563 members 
Mstep: Class 8 contains 3840 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 100740 members 
Mstep: Class 11 contains 16887 members 
Mstep: Class 12 contains 129111 members 
Mstep: Class 13 contains 11572 members 
Mstep: Class 14 contains 6835 members 
Mstep: Class 15 contains 25115 members 
Mstep: Class 16 contains 30845 members 
Mstep: Class 17 contains 49702 members 
Mstep: Class 18 contains 16744 members 
Mstep: Class 19 contains 37918 members 
Mstep: Class 20 contains 38598 members 
Mstep: Class 21 contains 41344 members 
Mstep: Class 22 contains 20852 members 
Mstep: Class 23 contains 5947 members 
Mstep: Class 24 contains 13258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64486488.000000 Penalty: 73012.031250
Iteration 35Q: 23 clusters Score -6.448649e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 672 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 990 members 
Mstep: Class 4 contains 53750 members 
Mstep: Class 5 contains 20624 members 
Mstep: Class 6 contains 19644 members 
Mstep: Class 8 contains 3876 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 100742 members 
Mstep: Class 11 contains 16883 members 
Mstep: Class 12 contains 129391 members 
Mstep: Class 13 contains 11635 members 
Mstep: Class 14 contains 6880 members 
Mstep: Class 15 contains 25166 members 
Mstep: Class 16 contains 30833 members 
Mstep: Class 17 contains 49593 members 
Mstep: Class 18 contains 17544 members 
Mstep: Class 19 contains 36778 members 
Mstep: Class 20 contains 38555 members 
Mstep: Class 21 contains 41291 members 
Mstep: Class 22 contains 20757 members 
Mstep: Class 23 contains 6135 members 
Mstep: Class 24 contains 13356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64488048.000000 Penalty: 73012.031250
Iteration 36Q: 23 clusters Score -6.448805e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 672 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 990 members 
Mstep: Class 4 contains 53503 members 
Mstep: Class 5 contains 20603 members 
Mstep: Class 6 contains 19724 members 
Mstep: Class 8 contains 3915 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 100742 members 
Mstep: Class 11 contains 16876 members 
Mstep: Class 12 contains 129782 members 
Mstep: Class 13 contains 11692 members 
Mstep: Class 14 contains 6927 members 
Mstep: Class 15 contains 25212 members 
Mstep: Class 16 contains 30832 members 
Mstep: Class 17 contains 49471 members 
Mstep: Class 18 contains 18528 members 
Mstep: Class 19 contains 35481 members 
Mstep: Class 20 contains 38526 members 
Mstep: Class 21 contains 41236 members 
Mstep: Class 22 contains 20634 members 
Mstep: Class 23 contains 6297 members 
Mstep: Class 24 contains 13450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64490680.000000 Penalty: 73012.031250
Iteration 37Q: 23 clusters Score -6.449068e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 672 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 990 members 
Mstep: Class 4 contains 53236 members 
Mstep: Class 5 contains 20567 members 
Mstep: Class 6 contains 19809 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 100730 members 
Mstep: Class 11 contains 16859 members 
Mstep: Class 12 contains 130264 members 
Mstep: Class 13 contains 11722 members 
Mstep: Class 14 contains 6984 members 
Mstep: Class 15 contains 25275 members 
Mstep: Class 16 contains 30784 members 
Mstep: Class 17 contains 49342 members 
Mstep: Class 18 contains 19673 members 
Mstep: Class 19 contains 34036 members 
Mstep: Class 20 contains 38510 members 
Mstep: Class 21 contains 41200 members 
Mstep: Class 22 contains 20479 members 
Mstep: Class 23 contains 6472 members 
Mstep: Class 24 contains 13544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64498284.000000 Penalty: 73012.031250
Iteration 38Q: 23 clusters Score -6.449828e+07 nChanged 5543
Entering ConstructFrom: 
Score: -64498284.000000 Penalty: 73012.031250
Entering ConstructFrom: 
Trying to split cluster 1 (1308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Entering Unmasked Estep 
Score: -120476.570312 Penalty: 1779.711182
	Iteration 0F: 2 clusters Score -120476.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -118418.093750 Penalty: 3559.422363
	Iteration 0F: 3 clusters Score -118418.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -119089.992188 Penalty: 3559.422363
	Iteration 1F: 3 clusters Score -119090 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -119772.101562 Penalty: 3559.422363
	Iteration 2F: 3 clusters Score -119772.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -120208.203125 Penalty: 3559.422363
	Iteration 3F: 3 clusters Score -120208.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -120666.015625 Penalty: 3559.422363
	Iteration 4F: 3 clusters Score -120666 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -121112.351562 Penalty: 3559.422363
	Iteration 5F: 3 clusters Score -121112.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -121391.429688 Penalty: 3559.422363
	Iteration 6Q: 3 clusters Score -121391.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -121595.625000 Penalty: 3559.422363
	Iteration 7Q: 3 clusters Score -121595.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -121689.382812 Penalty: 3559.422363
	Iteration 8Q: 3 clusters Score -121689.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -121776.062500 Penalty: 3559.422363
	Iteration 9Q: 3 clusters Score -121776.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -121810.648438 Penalty: 3559.422363
	Iteration 10Q: 3 clusters Score -121810.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -121813.093750 Penalty: 3559.422363
	Iteration 11Q: 3 clusters Score -121813.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -121815.382812 Penalty: 3559.422363
	Iteration 12F: 3 clusters Score -121815.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -121823.273438 Penalty: 3559.422363
	Iteration 13Q: 3 clusters Score -121823.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -121847.265625 Penalty: 3559.422363
	Iteration 14Q: 3 clusters Score -121847.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -121870.429688 Penalty: 3559.422363
	Iteration 15F: 3 clusters Score -121870.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -121925.796875 Penalty: 3559.422363
	Iteration 16Q: 3 clusters Score -121925.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -121939.921875 Penalty: 3559.422363
	Iteration 17Q: 3 clusters Score -121939.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -121939.921875 Penalty: 3559.422363
	Iteration 18F: 3 clusters Score -121939.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 672 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 990 members 
Mstep: Class 3 contains 246 members 
Mstep: Class 4 contains 52962 members 
Mstep: Class 5 contains 20545 members 
Mstep: Class 6 contains 19873 members 
Mstep: Class 8 contains 3975 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 100709 members 
Mstep: Class 11 contains 16822 members 
Mstep: Class 12 contains 130106 members 
Mstep: Class 13 contains 11763 members 
Mstep: Class 14 contains 7035 members 
Mstep: Class 15 contains 25358 members 
Mstep: Class 16 contains 30744 members 
Mstep: Class 17 contains 49200 members 
Mstep: Class 18 contains 20684 members 
Mstep: Class 19 contains 33447 members 
Mstep: Class 20 contains 38512 members 
Mstep: Class 21 contains 41174 members 
Mstep: Class 22 contains 20234 members 
Mstep: Class 23 contains 6649 members 
Mstep: Class 24 contains 13624 members 
Entering Unmasked Estep 
Score: -64502716.000000 Penalty: 76330.757812
Splitting cluster 1 changes total score from -64498284.000000 to -64502716.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Entering Unmasked Estep 
Score: -109176.804688 Penalty: 1710.630859
	Iteration 0F: 2 clusters Score -109176.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -107218.695312 Penalty: 3421.261719
	Iteration 0F: 3 clusters Score -107218.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -107512.851562 Penalty: 3421.261719
	Iteration 1F: 3 clusters Score -107512.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -107587.750000 Penalty: 3421.261719
	Iteration 2F: 3 clusters Score -107587.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -107617.367188 Penalty: 3421.261719
	Iteration 3Q: 3 clusters Score -107617.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -107633.023438 Penalty: 3421.261719
	Iteration 4Q: 3 clusters Score -107633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -107640.757812 Penalty: 3421.261719
	Iteration 5Q: 3 clusters Score -107640.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -107645.046875 Penalty: 3421.261719
	Iteration 6Q: 3 clusters Score -107645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -107646.468750 Penalty: 3421.261719
	Iteration 7Q: 3 clusters Score -107646.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -107648.640625 Penalty: 3421.261719
	Iteration 8Q: 3 clusters Score -107648.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -107650.312500 Penalty: 3421.261719
	Iteration 9Q: 3 clusters Score -107650.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -107651.710938 Penalty: 3421.261719
	Iteration 10Q: 3 clusters Score -107651.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -107651.710938 Penalty: 3421.261719
	Iteration 11F: 3 clusters Score -107651.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (52962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52962 members 
Entering Unmasked Estep 
Score: -5228701.000000 Penalty: 2697.577881
	Iteration 0F: 2 clusters Score -5228701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -5193259.500000 Penalty: 5395.155762
	Iteration 0F: 3 clusters Score -5193260 nChanged 24449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -5207690.500000 Penalty: 5395.155762
	Iteration 1F: 3 clusters Score -5207690 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -5209473.500000 Penalty: 5395.155762
	Iteration 2F: 3 clusters Score -5209474 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -5211575.000000 Penalty: 5395.155762
	Iteration 3F: 3 clusters Score -5211575 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -5213551.500000 Penalty: 5395.155762
	Iteration 4F: 3 clusters Score -5213552 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -5215167.500000 Penalty: 5395.155762
	Iteration 5F: 3 clusters Score -5215168 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -5216388.000000 Penalty: 5395.155762
	Iteration 6F: 3 clusters Score -5216388 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -5217293.500000 Penalty: 5395.155762
	Iteration 7Q: 3 clusters Score -5217294 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -5217996.500000 Penalty: 5395.155762
	Iteration 8Q: 3 clusters Score -5217996 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -5218543.000000 Penalty: 5395.155762
	Iteration 9Q: 3 clusters Score -5218543 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -5219112.000000 Penalty: 5395.155762
	Iteration 10Q: 3 clusters Score -5219112 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -5219713.000000 Penalty: 5395.155762
	Iteration 11Q: 3 clusters Score -5219713 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -5220326.500000 Penalty: 5395.155762
	Iteration 12Q: 3 clusters Score -5220326 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -5220917.500000 Penalty: 5395.155762
	Iteration 13Q: 3 clusters Score -5220918 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -5221466.500000 Penalty: 5395.155762
	Iteration 14Q: 3 clusters Score -5221466 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -5222005.500000 Penalty: 5395.155762
	Iteration 15Q: 3 clusters Score -5222006 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -5222416.000000 Penalty: 5395.155762
	Iteration 16Q: 3 clusters Score -5222416 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -5222795.500000 Penalty: 5395.155762
	Iteration 17Q: 3 clusters Score -5222796 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -5223160.000000 Penalty: 5395.155762
	Iteration 18Q: 3 clusters Score -5223160 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -5223453.000000 Penalty: 5395.155762
	Iteration 19Q: 3 clusters Score -5223453 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -5223722.000000 Penalty: 5395.155762
	Iteration 20F: 3 clusters Score -5223722 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -5223973.500000 Penalty: 5395.155762
	Iteration 21Q: 3 clusters Score -5223974 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -5224241.000000 Penalty: 5395.155762
	Iteration 22Q: 3 clusters Score -5224241 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -5224518.500000 Penalty: 5395.155762
	Iteration 23Q: 3 clusters Score -5224518 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -5224756.000000 Penalty: 5395.155762
	Iteration 24Q: 3 clusters Score -5224756 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -5225048.500000 Penalty: 5395.155762
	Iteration 25Q: 3 clusters Score -5225048 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -5225303.500000 Penalty: 5395.155762
	Iteration 26Q: 3 clusters Score -5225304 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -5225556.500000 Penalty: 5395.155762
	Iteration 27Q: 3 clusters Score -5225556 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -5225823.500000 Penalty: 5395.155762
	Iteration 28Q: 3 clusters Score -5225824 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46855 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -5226048.500000 Penalty: 5395.155762
	Iteration 29Q: 3 clusters Score -5226048 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -5226233.000000 Penalty: 5395.155762
	Iteration 30Q: 3 clusters Score -5226233 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47519 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -5226412.000000 Penalty: 5395.155762
	Iteration 31Q: 3 clusters Score -5226412 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -5226542.000000 Penalty: 5395.155762
	Iteration 32Q: 3 clusters Score -5226542 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -5226642.000000 Penalty: 5395.155762
	Iteration 33Q: 3 clusters Score -5226642 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -5226698.500000 Penalty: 5395.155762
	Iteration 34Q: 3 clusters Score -5226698 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -5226786.500000 Penalty: 5395.155762
	Iteration 35Q: 3 clusters Score -5226786 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -5226838.000000 Penalty: 5395.155762
	Iteration 36Q: 3 clusters Score -5226838 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -5226880.500000 Penalty: 5395.155762
	Iteration 37Q: 3 clusters Score -5226880 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -5226920.000000 Penalty: 5395.155762
	Iteration 38Q: 3 clusters Score -5226920 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -5226952.500000 Penalty: 5395.155762
	Iteration 39Q: 3 clusters Score -5226952 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -5226983.000000 Penalty: 5395.155762
	Iteration 40F: 3 clusters Score -5226983 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49282 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -5226990.500000 Penalty: 5395.155762
	Iteration 41Q: 3 clusters Score -5226990 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49346 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -5227013.500000 Penalty: 5395.155762
	Iteration 42Q: 3 clusters Score -5227014 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -5227027.000000 Penalty: 5395.155762
	Iteration 43Q: 3 clusters Score -5227027 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49496 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -5227055.500000 Penalty: 5395.155762
	Iteration 44Q: 3 clusters Score -5227056 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49578 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -5227053.000000 Penalty: 5395.155762
	Iteration 45Q: 3 clusters Score -5227053 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49646 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -5227069.000000 Penalty: 5395.155762
	Iteration 46Q: 3 clusters Score -5227069 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -5227085.500000 Penalty: 5395.155762
	Iteration 47Q: 3 clusters Score -5227086 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49761 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -5227115.500000 Penalty: 5395.155762
	Iteration 48Q: 3 clusters Score -5227116 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -5227114.000000 Penalty: 5395.155762
	Iteration 49Q: 3 clusters Score -5227114 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -5227132.000000 Penalty: 5395.155762
	Iteration 50Q: 3 clusters Score -5227132 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49892 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -5227133.500000 Penalty: 5395.155762
	Iteration 51Q: 3 clusters Score -5227134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -5227142.500000 Penalty: 5395.155762
	Iteration 52Q: 3 clusters Score -5227142 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49946 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -5227150.500000 Penalty: 5395.155762
	Iteration 53Q: 3 clusters Score -5227150 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49971 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -5227156.500000 Penalty: 5395.155762
	Iteration 54Q: 3 clusters Score -5227156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49991 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -5227155.500000 Penalty: 5395.155762
	Iteration 55Q: 3 clusters Score -5227156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -5227161.500000 Penalty: 5395.155762
	Iteration 56Q: 3 clusters Score -5227162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50021 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -5227162.000000 Penalty: 5395.155762
	Iteration 57Q: 3 clusters Score -5227162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50037 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -5227172.500000 Penalty: 5395.155762
	Iteration 58Q: 3 clusters Score -5227172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50058 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -5227176.500000 Penalty: 5395.155762
	Iteration 59Q: 3 clusters Score -5227176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50077 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -5227193.000000 Penalty: 5395.155762
	Iteration 60F: 3 clusters Score -5227193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50091 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -5227198.500000 Penalty: 5395.155762
	Iteration 61Q: 3 clusters Score -5227198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -5227198.500000 Penalty: 5395.155762
	Iteration 62Q: 3 clusters Score -5227198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50113 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -5227192.500000 Penalty: 5395.155762
	Iteration 63Q: 3 clusters Score -5227192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50117 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -5227193.500000 Penalty: 5395.155762
	Iteration 64Q: 3 clusters Score -5227194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50123 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -5227195.000000 Penalty: 5395.155762
	Iteration 65Q: 3 clusters Score -5227195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50131 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -5227188.000000 Penalty: 5395.155762
	Iteration 66Q: 3 clusters Score -5227188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50138 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -5227187.000000 Penalty: 5395.155762
	Iteration 67Q: 3 clusters Score -5227187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -5227180.000000 Penalty: 5395.155762
	Iteration 68Q: 3 clusters Score -5227180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50148 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -5227185.000000 Penalty: 5395.155762
	Iteration 69Q: 3 clusters Score -5227185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50152 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -5227184.000000 Penalty: 5395.155762
	Iteration 70Q: 3 clusters Score -5227184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50161 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -5227198.500000 Penalty: 5395.155762
	Iteration 71Q: 3 clusters Score -5227198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50167 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -5227202.000000 Penalty: 5395.155762
	Iteration 72Q: 3 clusters Score -5227202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -5227200.000000 Penalty: 5395.155762
	Iteration 73Q: 3 clusters Score -5227200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -5227205.500000 Penalty: 5395.155762
	Iteration 74Q: 3 clusters Score -5227206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -5227201.500000 Penalty: 5395.155762
	Iteration 75Q: 3 clusters Score -5227202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -5227201.000000 Penalty: 5395.155762
	Iteration 76Q: 3 clusters Score -5227201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50199 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -5227197.500000 Penalty: 5395.155762
	Iteration 77Q: 3 clusters Score -5227198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50204 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -5227207.000000 Penalty: 5395.155762
	Iteration 78Q: 3 clusters Score -5227207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50208 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -5227208.000000 Penalty: 5395.155762
	Iteration 79Q: 3 clusters Score -5227208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50212 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -5227211.500000 Penalty: 5395.155762
	Iteration 80F: 3 clusters Score -5227212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50216 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -5227214.500000 Penalty: 5395.155762
	Iteration 81Q: 3 clusters Score -5227214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -5227213.000000 Penalty: 5395.155762
	Iteration 82Q: 3 clusters Score -5227213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -5227211.000000 Penalty: 5395.155762
	Iteration 83Q: 3 clusters Score -5227211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50226 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -5227214.500000 Penalty: 5395.155762
	Iteration 84Q: 3 clusters Score -5227214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50231 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -5227220.000000 Penalty: 5395.155762
	Iteration 85Q: 3 clusters Score -5227220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50234 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -5227223.000000 Penalty: 5395.155762
	Iteration 86Q: 3 clusters Score -5227223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -5227216.000000 Penalty: 5395.155762
	Iteration 87Q: 3 clusters Score -5227216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50234 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -5227217.500000 Penalty: 5395.155762
	Iteration 88Q: 3 clusters Score -5227218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50235 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -5227222.500000 Penalty: 5395.155762
	Iteration 89Q: 3 clusters Score -5227222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -5227224.000000 Penalty: 5395.155762
	Iteration 90Q: 3 clusters Score -5227224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -5227224.000000 Penalty: 5395.155762
	Iteration 91F: 3 clusters Score -5227224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Entering Unmasked Estep 
Score: -2250681.000000 Penalty: 2462.732666
	Iteration 0F: 2 clusters Score -2250681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2236282.250000 Penalty: 4925.465332
	Iteration 0F: 3 clusters Score -2236282 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2241192.000000 Penalty: 4925.465332
	Iteration 1F: 3 clusters Score -2241192 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2241710.500000 Penalty: 4925.465332
	Iteration 2F: 3 clusters Score -2241710 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2242221.500000 Penalty: 4925.465332
	Iteration 3F: 3 clusters Score -2242222 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2242760.000000 Penalty: 4925.465332
	Iteration 4F: 3 clusters Score -2242760 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2243394.000000 Penalty: 4925.465332
	Iteration 5F: 3 clusters Score -2243394 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2244171.500000 Penalty: 4925.465332
	Iteration 6F: 3 clusters Score -2244172 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2245138.000000 Penalty: 4925.465332
	Iteration 7F: 3 clusters Score -2245138 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2246164.000000 Penalty: 4925.465332
	Iteration 8F: 3 clusters Score -2246164 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -2247165.750000 Penalty: 4925.465332
	Iteration 9F: 3 clusters Score -2247166 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2247914.000000 Penalty: 4925.465332
	Iteration 10Q: 3 clusters Score -2247914 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2248499.500000 Penalty: 4925.465332
	Iteration 11Q: 3 clusters Score -2248500 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2248810.250000 Penalty: 4925.465332
	Iteration 12Q: 3 clusters Score -2248810 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2248926.250000 Penalty: 4925.465332
	Iteration 13Q: 3 clusters Score -2248926 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2248981.750000 Penalty: 4925.465332
	Iteration 14Q: 3 clusters Score -2248982 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2249032.250000 Penalty: 4925.465332
	Iteration 15Q: 3 clusters Score -2249032 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2249061.750000 Penalty: 4925.465332
	Iteration 16Q: 3 clusters Score -2249062 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2249089.250000 Penalty: 4925.465332
	Iteration 17Q: 3 clusters Score -2249089 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2249106.500000 Penalty: 4925.465332
	Iteration 18Q: 3 clusters Score -2249106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2249115.250000 Penalty: 4925.465332
	Iteration 19Q: 3 clusters Score -2249115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2249119.000000 Penalty: 4925.465332
	Iteration 20F: 3 clusters Score -2249119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2249120.750000 Penalty: 4925.465332
	Iteration 21Q: 3 clusters Score -2249121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2249125.000000 Penalty: 4925.465332
	Iteration 22Q: 3 clusters Score -2249125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2249127.750000 Penalty: 4925.465332
	Iteration 23Q: 3 clusters Score -2249128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2249128.000000 Penalty: 4925.465332
	Iteration 24Q: 3 clusters Score -2249128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2249133.250000 Penalty: 4925.465332
	Iteration 25Q: 3 clusters Score -2249133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2249134.750000 Penalty: 4925.465332
	Iteration 26Q: 3 clusters Score -2249135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2249134.000000 Penalty: 4925.465332
	Iteration 27Q: 3 clusters Score -2249134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2249138.750000 Penalty: 4925.465332
	Iteration 28Q: 3 clusters Score -2249139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2249135.000000 Penalty: 4925.465332
	Iteration 29Q: 3 clusters Score -2249135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2249135.750000 Penalty: 4925.465332
	Iteration 30Q: 3 clusters Score -2249136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2249139.000000 Penalty: 4925.465332
	Iteration 31Q: 3 clusters Score -2249139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2249138.500000 Penalty: 4925.465332
	Iteration 32Q: 3 clusters Score -2249138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2249139.000000 Penalty: 4925.465332
	Iteration 33Q: 3 clusters Score -2249139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2249141.000000 Penalty: 4925.465332
	Iteration 34Q: 3 clusters Score -2249141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2249142.750000 Penalty: 4925.465332
	Iteration 35Q: 3 clusters Score -2249143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2249143.750000 Penalty: 4925.465332
	Iteration 36Q: 3 clusters Score -2249144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2249144.250000 Penalty: 4925.465332
	Iteration 37Q: 3 clusters Score -2249144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2249151.250000 Penalty: 4925.465332
	Iteration 38Q: 3 clusters Score -2249151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2249149.250000 Penalty: 4925.465332
	Iteration 39Q: 3 clusters Score -2249149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2249147.750000 Penalty: 4925.465332
	Iteration 40F: 3 clusters Score -2249148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2249148.250000 Penalty: 4925.465332
	Iteration 41Q: 3 clusters Score -2249148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2249148.750000 Penalty: 4925.465332
	Iteration 42Q: 3 clusters Score -2249149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2249152.750000 Penalty: 4925.465332
	Iteration 43Q: 3 clusters Score -2249153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2249152.250000 Penalty: 4925.465332
	Iteration 44Q: 3 clusters Score -2249152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2249154.500000 Penalty: 4925.465332
	Iteration 45Q: 3 clusters Score -2249154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2249154.500000 Penalty: 4925.465332
	Iteration 46Q: 3 clusters Score -2249154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2249153.750000 Penalty: 4925.465332
	Iteration 47Q: 3 clusters Score -2249154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2249155.500000 Penalty: 4925.465332
	Iteration 48Q: 3 clusters Score -2249156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2249156.250000 Penalty: 4925.465332
	Iteration 49Q: 3 clusters Score -2249156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2249156.250000 Penalty: 4925.465332
	Iteration 50F: 3 clusters Score -2249156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Entering Unmasked Estep 
Score: -2079889.750000 Penalty: 2454.485107
	Iteration 0F: 2 clusters Score -2079890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2065995.000000 Penalty: 4908.970215
	Iteration 0F: 3 clusters Score -2065995 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2072020.125000 Penalty: 4908.970215
	Iteration 1F: 3 clusters Score -2072020 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2074657.875000 Penalty: 4908.970215
	Iteration 2F: 3 clusters Score -2074658 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2077358.125000 Penalty: 4908.970215
	Iteration 3F: 3 clusters Score -2077358 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2079233.250000 Penalty: 4908.970215
	Iteration 4F: 3 clusters Score -2079233 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2080226.500000 Penalty: 4908.970215
	Iteration 5F: 3 clusters Score -2080226 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2080734.875000 Penalty: 4908.970215
	Iteration 6Q: 3 clusters Score -2080735 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -2081033.750000 Penalty: 4908.970215
	Iteration 7Q: 3 clusters Score -2081034 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2081253.500000 Penalty: 4908.970215
	Iteration 8Q: 3 clusters Score -2081254 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -2081491.750000 Penalty: 4908.970215
	Iteration 9Q: 3 clusters Score -2081492 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -2081713.875000 Penalty: 4908.970215
	Iteration 10Q: 3 clusters Score -2081714 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2081912.750000 Penalty: 4908.970215
	Iteration 11Q: 3 clusters Score -2081913 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2082093.750000 Penalty: 4908.970215
	Iteration 12Q: 3 clusters Score -2082094 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2082240.250000 Penalty: 4908.970215
	Iteration 13Q: 3 clusters Score -2082240 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2082332.250000 Penalty: 4908.970215
	Iteration 14Q: 3 clusters Score -2082332 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2082391.750000 Penalty: 4908.970215
	Iteration 15Q: 3 clusters Score -2082392 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2082435.500000 Penalty: 4908.970215
	Iteration 16Q: 3 clusters Score -2082436 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -2082452.125000 Penalty: 4908.970215
	Iteration 17Q: 3 clusters Score -2082452 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2082470.875000 Penalty: 4908.970215
	Iteration 18Q: 3 clusters Score -2082471 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2082480.250000 Penalty: 4908.970215
	Iteration 19Q: 3 clusters Score -2082480 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2082490.500000 Penalty: 4908.970215
	Iteration 20F: 3 clusters Score -2082490 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2082498.000000 Penalty: 4908.970215
	Iteration 21Q: 3 clusters Score -2082498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -2082493.500000 Penalty: 4908.970215
	Iteration 22Q: 3 clusters Score -2082494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2082497.250000 Penalty: 4908.970215
	Iteration 23Q: 3 clusters Score -2082497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -2082501.625000 Penalty: 4908.970215
	Iteration 24Q: 3 clusters Score -2082502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2082498.375000 Penalty: 4908.970215
	Iteration 25Q: 3 clusters Score -2082498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2082502.625000 Penalty: 4908.970215
	Iteration 26Q: 3 clusters Score -2082503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2082502.500000 Penalty: 4908.970215
	Iteration 27Q: 3 clusters Score -2082502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2082506.000000 Penalty: 4908.970215
	Iteration 28Q: 3 clusters Score -2082506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2082507.000000 Penalty: 4908.970215
	Iteration 29Q: 3 clusters Score -2082507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2082507.625000 Penalty: 4908.970215
	Iteration 30Q: 3 clusters Score -2082508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -2082506.250000 Penalty: 4908.970215
	Iteration 31Q: 3 clusters Score -2082506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -2082505.125000 Penalty: 4908.970215
	Iteration 32Q: 3 clusters Score -2082505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2082503.125000 Penalty: 4908.970215
	Iteration 33Q: 3 clusters Score -2082503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -2082506.000000 Penalty: 4908.970215
	Iteration 34Q: 3 clusters Score -2082506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2082507.500000 Penalty: 4908.970215
	Iteration 35Q: 3 clusters Score -2082508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -2082508.750000 Penalty: 4908.970215
	Iteration 36Q: 3 clusters Score -2082509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -2082506.750000 Penalty: 4908.970215
	Iteration 37Q: 3 clusters Score -2082507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2082510.250000 Penalty: 4908.970215
	Iteration 38Q: 3 clusters Score -2082510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -2082512.875000 Penalty: 4908.970215
	Iteration 39Q: 3 clusters Score -2082513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -2082512.750000 Penalty: 4908.970215
	Iteration 40F: 3 clusters Score -2082513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2082513.625000 Penalty: 4908.970215
	Iteration 41Q: 3 clusters Score -2082514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2082507.375000 Penalty: 4908.970215
	Iteration 42Q: 3 clusters Score -2082507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2082508.125000 Penalty: 4908.970215
	Iteration 43Q: 3 clusters Score -2082508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2082508.125000 Penalty: 4908.970215
	Iteration 44Q: 3 clusters Score -2082508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2082508.125000 Penalty: 4908.970215
	Iteration 45F: 3 clusters Score -2082508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 672 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 990 members 
Mstep: Class 3 contains 246 members 
Mstep: Class 4 contains 52962 members 
Mstep: Class 5 contains 20545 members 
Mstep: Class 6 contains 15885 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 3975 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 100709 members 
Mstep: Class 11 contains 16822 members 
Mstep: Class 12 contains 130106 members 
Mstep: Class 13 contains 11763 members 
Mstep: Class 14 contains 7035 members 
Mstep: Class 15 contains 25358 members 
Mstep: Class 16 contains 30744 members 
Mstep: Class 17 contains 49200 members 
Mstep: Class 18 contains 20684 members 
Mstep: Class 19 contains 33447 members 
Mstep: Class 20 contains 38512 members 
Mstep: Class 21 contains 41174 members 
Mstep: Class 22 contains 20234 members 
Mstep: Class 23 contains 6649 members 
Mstep: Class 24 contains 13624 members 
Entering Unmasked Estep 
Score: -64504468.000000 Penalty: 79649.484375
Splitting cluster 6 changes total score from -64498284.000000 to -64504468.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 8 (3975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Entering Unmasked Estep 
Score: -245485.953125 Penalty: 2055.369385
	Iteration 0F: 2 clusters Score -245486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -241669.484375 Penalty: 4110.738770
	Iteration 0F: 3 clusters Score -241669.5 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -243213.859375 Penalty: 4110.738770
	Iteration 1F: 3 clusters Score -243213.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -243804.187500 Penalty: 4110.738770
	Iteration 2F: 3 clusters Score -243804.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -244328.734375 Penalty: 4110.738770
	Iteration 3F: 3 clusters Score -244328.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -244821.812500 Penalty: 4110.738770
	Iteration 4F: 3 clusters Score -244821.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -245131.406250 Penalty: 4110.738770
	Iteration 5F: 3 clusters Score -245131.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -245343.515625 Penalty: 4110.738770
	Iteration 6Q: 3 clusters Score -245343.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -245501.281250 Penalty: 4110.738770
	Iteration 7Q: 3 clusters Score -245501.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -245630.593750 Penalty: 4110.738770
	Iteration 8Q: 3 clusters Score -245630.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -245768.328125 Penalty: 4110.738770
	Iteration 9Q: 3 clusters Score -245768.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -245905.843750 Penalty: 4110.738770
	Iteration 10Q: 3 clusters Score -245905.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -246046.984375 Penalty: 4110.738770
	Iteration 11Q: 3 clusters Score -246047 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -246197.156250 Penalty: 4110.738770
	Iteration 12Q: 3 clusters Score -246197.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -246361.828125 Penalty: 4110.738770
	Iteration 13Q: 3 clusters Score -246361.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -246485.875000 Penalty: 4110.738770
	Iteration 14Q: 3 clusters Score -246485.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -246594.781250 Penalty: 4110.738770
	Iteration 15Q: 3 clusters Score -246594.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -246688.984375 Penalty: 4110.738770
	Iteration 16Q: 3 clusters Score -246689 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -246785.296875 Penalty: 4110.738770
	Iteration 17Q: 3 clusters Score -246785.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -246858.187500 Penalty: 4110.738770
	Iteration 18Q: 3 clusters Score -246858.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -246918.750000 Penalty: 4110.738770
	Iteration 19Q: 3 clusters Score -246918.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -247006.812500 Penalty: 4110.738770
	Iteration 20F: 3 clusters Score -247006.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -247140.968750 Penalty: 4110.738770
	Iteration 21Q: 3 clusters Score -247141 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -247297.296875 Penalty: 4110.738770
	Iteration 22Q: 3 clusters Score -247297.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -247517.593750 Penalty: 4110.738770
	Iteration 23Q: 3 clusters Score -247517.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -247718.390625 Penalty: 4110.738770
	Iteration 24Q: 3 clusters Score -247718.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -247853.906250 Penalty: 4110.738770
	Iteration 25Q: 3 clusters Score -247853.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -247990.296875 Penalty: 4110.738770
	Iteration 26Q: 3 clusters Score -247990.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -248076.453125 Penalty: 4110.738770
	Iteration 27Q: 3 clusters Score -248076.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -248157.906250 Penalty: 4110.738770
	Iteration 28Q: 3 clusters Score -248157.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -248202.046875 Penalty: 4110.738770
	Iteration 29Q: 3 clusters Score -248202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -248265.671875 Penalty: 4110.738770
	Iteration 30Q: 3 clusters Score -248265.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -248293.500000 Penalty: 4110.738770
	Iteration 31Q: 3 clusters Score -248293.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -248323.796875 Penalty: 4110.738770
	Iteration 32Q: 3 clusters Score -248323.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -248334.531250 Penalty: 4110.738770
	Iteration 33Q: 3 clusters Score -248334.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -248334.531250 Penalty: 4110.738770
	Iteration 34F: 3 clusters Score -248334.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 672 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 990 members 
Mstep: Class 3 contains 246 members 
Mstep: Class 4 contains 52962 members 
Mstep: Class 5 contains 20545 members 
Mstep: Class 6 contains 15885 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 100709 members 
Mstep: Class 11 contains 16822 members 
Mstep: Class 12 contains 130106 members 
Mstep: Class 13 contains 11763 members 
Mstep: Class 14 contains 7035 members 
Mstep: Class 15 contains 25358 members 
Mstep: Class 16 contains 30744 members 
Mstep: Class 17 contains 49200 members 
Mstep: Class 18 contains 20684 members 
Mstep: Class 19 contains 33447 members 
Mstep: Class 20 contains 38512 members 
Mstep: Class 21 contains 41174 members 
Mstep: Class 22 contains 20234 members 
Mstep: Class 23 contains 6649 members 
Mstep: Class 24 contains 13624 members 
Mstep: Class 25 contains 171 members 
Entering Unmasked Estep 
Score: -64505992.000000 Penalty: 82968.218750
Splitting cluster 8 changes total score from -64498284.000000 to -64505992.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -150116.843750 Penalty: 1862.179199
	Iteration 0F: 2 clusters Score -150116.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -148079.109375 Penalty: 3724.358398
	Iteration 0F: 3 clusters Score -148079.1 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -151628.625000 Penalty: 3724.358398
	Iteration 1F: 3 clusters Score -151628.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -155176.328125 Penalty: 3724.358398
	Iteration 2F: 3 clusters Score -155176.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -157340.234375 Penalty: 3724.358398
	Iteration 3F: 3 clusters Score -157340.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -158843.625000 Penalty: 3724.358398
	Iteration 4F: 3 clusters Score -158843.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -159381.171875 Penalty: 3724.358398
	Iteration 5Q: 3 clusters Score -159381.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -159389.015625 Penalty: 3724.358398
	Iteration 6Q: 3 clusters Score -159389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -159389.015625 Penalty: 3724.358398
	Iteration 7F: 3 clusters Score -159389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 672 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 990 members 
Mstep: Class 3 contains 246 members 
Mstep: Class 4 contains 52962 members 
Mstep: Class 5 contains 20545 members 
Mstep: Class 6 contains 15885 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 100709 members 
Mstep: Class 11 contains 16822 members 
Mstep: Class 12 contains 130106 members 
Mstep: Class 13 contains 11763 members 
Mstep: Class 14 contains 7035 members 
Mstep: Class 15 contains 25358 members 
Mstep: Class 16 contains 30744 members 
Mstep: Class 17 contains 49200 members 
Mstep: Class 18 contains 20684 members 
Mstep: Class 19 contains 33447 members 
Mstep: Class 20 contains 38512 members 
Mstep: Class 21 contains 41174 members 
Mstep: Class 22 contains 20234 members 
Mstep: Class 23 contains 6649 members 
Mstep: Class 24 contains 13624 members 
Mstep: Class 25 contains 171 members 
Mstep: Class 26 contains 793 members 
Entering Unmasked Estep 
Score: -64513832.000000 Penalty: 86286.945312
Splitting cluster 9 changes total score from -64498284.000000 to -64513832.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (100709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100709 members 
Entering Unmasked Estep 
Score: -10925091.000000 Penalty: 2856.957764
	Iteration 0F: 2 clusters Score -1.092509e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50240 members 
Mstep: Class 2 contains 50469 members 
Entering Unmasked Estep 
Score: -10857564.000000 Penalty: 5713.915527
	Iteration 0F: 3 clusters Score -1.085756e+07 nChanged 47648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49476 members 
Mstep: Class 2 contains 51233 members 
Entering Unmasked Estep 
Score: -10885685.000000 Penalty: 5713.915527
	Iteration 1F: 3 clusters Score -1.088568e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 51642 members 
Entering Unmasked Estep 
Score: -10888187.000000 Penalty: 5713.915527
	Iteration 2Q: 3 clusters Score -1.088819e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 51666 members 
Entering Unmasked Estep 
Score: -10892804.000000 Penalty: 5713.915527
	Iteration 3F: 3 clusters Score -1.08928e+07 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50243 members 
Mstep: Class 2 contains 50466 members 
Entering Unmasked Estep 
Score: -10899137.000000 Penalty: 5713.915527
	Iteration 4F: 3 clusters Score -1.089914e+07 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53003 members 
Mstep: Class 2 contains 47706 members 
Entering Unmasked Estep 
Score: -10905549.000000 Penalty: 5713.915527
	Iteration 5F: 3 clusters Score -1.090555e+07 nChanged 8335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57216 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -10911047.000000 Penalty: 5713.915527
	Iteration 6F: 3 clusters Score -1.091105e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62161 members 
Mstep: Class 2 contains 38548 members 
Entering Unmasked Estep 
Score: -10915665.000000 Penalty: 5713.915527
	Iteration 7F: 3 clusters Score -1.091566e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67113 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -10919466.000000 Penalty: 5713.915527
	Iteration 8F: 3 clusters Score -1.091947e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71751 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -10922728.000000 Penalty: 5713.915527
	Iteration 9Q: 3 clusters Score -1.092273e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75658 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -10925052.000000 Penalty: 5713.915527
	Iteration 10Q: 3 clusters Score -1.092505e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78858 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -10926856.000000 Penalty: 5713.915527
	Iteration 11Q: 3 clusters Score -1.092686e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81442 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -10928057.000000 Penalty: 5713.915527
	Iteration 12Q: 3 clusters Score -1.092806e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83542 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -10928939.000000 Penalty: 5713.915527
	Iteration 13Q: 3 clusters Score -1.092894e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85228 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -10929616.000000 Penalty: 5713.915527
	Iteration 14Q: 3 clusters Score -1.092962e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86548 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -10930023.000000 Penalty: 5713.915527
	Iteration 15Q: 3 clusters Score -1.093002e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87591 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -10930398.000000 Penalty: 5713.915527
	Iteration 16Q: 3 clusters Score -1.09304e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88429 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -10930596.000000 Penalty: 5713.915527
	Iteration 17Q: 3 clusters Score -1.09306e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89033 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -10930735.000000 Penalty: 5713.915527
	Iteration 18Q: 3 clusters Score -1.093074e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89485 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -10930840.000000 Penalty: 5713.915527
	Iteration 19Q: 3 clusters Score -1.093084e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89816 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -10930890.000000 Penalty: 5713.915527
	Iteration 20F: 3 clusters Score -1.093089e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90088 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -10930915.000000 Penalty: 5713.915527
	Iteration 21Q: 3 clusters Score -1.093092e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90300 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -10930944.000000 Penalty: 5713.915527
	Iteration 22Q: 3 clusters Score -1.093094e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90465 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -10930933.000000 Penalty: 5713.915527
	Iteration 23Q: 3 clusters Score -1.093093e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90596 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -10930997.000000 Penalty: 5713.915527
	Iteration 24Q: 3 clusters Score -1.0931e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90695 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -10931004.000000 Penalty: 5713.915527
	Iteration 25Q: 3 clusters Score -1.0931e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90764 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -10930981.000000 Penalty: 5713.915527
	Iteration 26Q: 3 clusters Score -1.093098e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90825 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -10930983.000000 Penalty: 5713.915527
	Iteration 27Q: 3 clusters Score -1.093098e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90868 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -10931014.000000 Penalty: 5713.915527
	Iteration 28Q: 3 clusters Score -1.093101e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90906 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -10931009.000000 Penalty: 5713.915527
	Iteration 29Q: 3 clusters Score -1.093101e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90938 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -10931020.000000 Penalty: 5713.915527
	Iteration 30Q: 3 clusters Score -1.093102e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90964 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -10931027.000000 Penalty: 5713.915527
	Iteration 31Q: 3 clusters Score -1.093103e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90988 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -10931021.000000 Penalty: 5713.915527
	Iteration 32Q: 3 clusters Score -1.093102e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91002 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -10931029.000000 Penalty: 5713.915527
	Iteration 33Q: 3 clusters Score -1.093103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91011 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -10931027.000000 Penalty: 5713.915527
	Iteration 34Q: 3 clusters Score -1.093103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91019 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -10931034.000000 Penalty: 5713.915527
	Iteration 35Q: 3 clusters Score -1.093103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91026 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -10931041.000000 Penalty: 5713.915527
	Iteration 36Q: 3 clusters Score -1.093104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91032 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -10931035.000000 Penalty: 5713.915527
	Iteration 37Q: 3 clusters Score -1.093104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91037 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -10931028.000000 Penalty: 5713.915527
	Iteration 38Q: 3 clusters Score -1.093103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91040 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -10931029.000000 Penalty: 5713.915527
	Iteration 39Q: 3 clusters Score -1.093103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91041 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -10931037.000000 Penalty: 5713.915527
	Iteration 40F: 3 clusters Score -1.093104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 672 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 990 members 
Mstep: Class 3 contains 246 members 
Mstep: Class 4 contains 52962 members 
Mstep: Class 5 contains 20545 members 
Mstep: Class 6 contains 15885 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 91041 members 
Mstep: Class 11 contains 16822 members 
Mstep: Class 12 contains 130106 members 
Mstep: Class 13 contains 11763 members 
Mstep: Class 14 contains 7035 members 
Mstep: Class 15 contains 25358 members 
Mstep: Class 16 contains 30744 members 
Mstep: Class 17 contains 49200 members 
Mstep: Class 18 contains 20684 members 
Mstep: Class 19 contains 33447 members 
Mstep: Class 20 contains 38512 members 
Mstep: Class 21 contains 41174 members 
Mstep: Class 22 contains 20234 members 
Mstep: Class 23 contains 6649 members 
Mstep: Class 24 contains 13624 members 
Mstep: Class 25 contains 171 members 
Mstep: Class 26 contains 793 members 
Mstep: Class 27 contains 9668 members 
Entering Unmasked Estep 
Score: -64519268.000000 Penalty: 89605.671875
Splitting cluster 10 changes total score from -64498284.000000 to -64519268.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (16822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Entering Unmasked Estep 
Score: -1364735.875000 Penalty: 2413.149902
	Iteration 0F: 2 clusters Score -1364736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1352779.250000 Penalty: 4826.299805
	Iteration 0F: 3 clusters Score -1352779 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1357123.250000 Penalty: 4826.299805
	Iteration 1F: 3 clusters Score -1357123 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1357864.625000 Penalty: 4826.299805
	Iteration 2F: 3 clusters Score -1357865 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1358607.875000 Penalty: 4826.299805
	Iteration 3F: 3 clusters Score -1358608 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1359385.500000 Penalty: 4826.299805
	Iteration 4F: 3 clusters Score -1359386 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1360199.375000 Penalty: 4826.299805
	Iteration 5F: 3 clusters Score -1360199 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1361023.250000 Penalty: 4826.299805
	Iteration 6F: 3 clusters Score -1361023 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1361790.375000 Penalty: 4826.299805
	Iteration 7F: 3 clusters Score -1361790 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1362335.125000 Penalty: 4826.299805
	Iteration 8Q: 3 clusters Score -1362335 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1362745.750000 Penalty: 4826.299805
	Iteration 9Q: 3 clusters Score -1362746 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1363018.875000 Penalty: 4826.299805
	Iteration 10Q: 3 clusters Score -1363019 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1363203.625000 Penalty: 4826.299805
	Iteration 11Q: 3 clusters Score -1363204 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1363332.500000 Penalty: 4826.299805
	Iteration 12Q: 3 clusters Score -1363332 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1363429.250000 Penalty: 4826.299805
	Iteration 13Q: 3 clusters Score -1363429 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1363488.000000 Penalty: 4826.299805
	Iteration 14Q: 3 clusters Score -1363488 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1363532.125000 Penalty: 4826.299805
	Iteration 15Q: 3 clusters Score -1363532 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1363570.250000 Penalty: 4826.299805
	Iteration 16Q: 3 clusters Score -1363570 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1363613.375000 Penalty: 4826.299805
	Iteration 17Q: 3 clusters Score -1363613 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1363642.250000 Penalty: 4826.299805
	Iteration 18Q: 3 clusters Score -1363642 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1363678.500000 Penalty: 4826.299805
	Iteration 19Q: 3 clusters Score -1363678 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1363710.625000 Penalty: 4826.299805
	Iteration 20F: 3 clusters Score -1363711 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1363744.500000 Penalty: 4826.299805
	Iteration 21Q: 3 clusters Score -1363744 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1363770.125000 Penalty: 4826.299805
	Iteration 22Q: 3 clusters Score -1363770 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1363796.750000 Penalty: 4826.299805
	Iteration 23Q: 3 clusters Score -1363797 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1363826.125000 Penalty: 4826.299805
	Iteration 24Q: 3 clusters Score -1363826 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1363858.750000 Penalty: 4826.299805
	Iteration 25Q: 3 clusters Score -1363859 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1363884.625000 Penalty: 4826.299805
	Iteration 26Q: 3 clusters Score -1363885 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1363913.250000 Penalty: 4826.299805
	Iteration 27Q: 3 clusters Score -1363913 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1363935.125000 Penalty: 4826.299805
	Iteration 28Q: 3 clusters Score -1363935 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1363953.750000 Penalty: 4826.299805
	Iteration 29Q: 3 clusters Score -1363954 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1363973.500000 Penalty: 4826.299805
	Iteration 30Q: 3 clusters Score -1363974 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1363990.625000 Penalty: 4826.299805
	Iteration 31Q: 3 clusters Score -1363991 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1364011.500000 Penalty: 4826.299805
	Iteration 32Q: 3 clusters Score -1364012 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1364032.250000 Penalty: 4826.299805
	Iteration 33Q: 3 clusters Score -1364032 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1364053.375000 Penalty: 4826.299805
	Iteration 34Q: 3 clusters Score -1364053 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1364065.500000 Penalty: 4826.299805
	Iteration 35Q: 3 clusters Score -1364066 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1364079.125000 Penalty: 4826.299805
	Iteration 36Q: 3 clusters Score -1364079 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1364085.250000 Penalty: 4826.299805
	Iteration 37Q: 3 clusters Score -1364085 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1364095.875000 Penalty: 4826.299805
	Iteration 38Q: 3 clusters Score -1364096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1364103.750000 Penalty: 4826.299805
	Iteration 39Q: 3 clusters Score -1364104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1364109.875000 Penalty: 4826.299805
	Iteration 40F: 3 clusters Score -1364110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1364109.375000 Penalty: 4826.299805
	Iteration 41Q: 3 clusters Score -1364109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1364110.625000 Penalty: 4826.299805
	Iteration 42Q: 3 clusters Score -1364111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1364117.500000 Penalty: 4826.299805
	Iteration 43Q: 3 clusters Score -1364118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1364123.125000 Penalty: 4826.299805
	Iteration 44Q: 3 clusters Score -1364123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1364124.625000 Penalty: 4826.299805
	Iteration 45Q: 3 clusters Score -1364125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1364131.125000 Penalty: 4826.299805
	Iteration 46Q: 3 clusters Score -1364131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1364133.375000 Penalty: 4826.299805
	Iteration 47Q: 3 clusters Score -1364133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1364133.625000 Penalty: 4826.299805
	Iteration 48Q: 3 clusters Score -1364134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1364136.625000 Penalty: 4826.299805
	Iteration 49Q: 3 clusters Score -1364137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1364139.125000 Penalty: 4826.299805
	Iteration 50Q: 3 clusters Score -1364139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1364143.500000 Penalty: 4826.299805
	Iteration 51Q: 3 clusters Score -1364144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1364145.125000 Penalty: 4826.299805
	Iteration 52Q: 3 clusters Score -1364145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1364142.750000 Penalty: 4826.299805
	Iteration 53Q: 3 clusters Score -1364143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1364148.125000 Penalty: 4826.299805
	Iteration 54Q: 3 clusters Score -1364148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1364149.875000 Penalty: 4826.299805
	Iteration 55Q: 3 clusters Score -1364150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1364150.250000 Penalty: 4826.299805
	Iteration 56Q: 3 clusters Score -1364150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1364154.750000 Penalty: 4826.299805
	Iteration 57Q: 3 clusters Score -1364155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1364153.125000 Penalty: 4826.299805
	Iteration 58Q: 3 clusters Score -1364153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1364156.250000 Penalty: 4826.299805
	Iteration 59Q: 3 clusters Score -1364156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1364154.500000 Penalty: 4826.299805
	Iteration 60F: 3 clusters Score -1364154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1364157.625000 Penalty: 4826.299805
	Iteration 61Q: 3 clusters Score -1364158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1364162.000000 Penalty: 4826.299805
	Iteration 62Q: 3 clusters Score -1364162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1364158.250000 Penalty: 4826.299805
	Iteration 63Q: 3 clusters Score -1364158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1364159.500000 Penalty: 4826.299805
	Iteration 64Q: 3 clusters Score -1364160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1364160.000000 Penalty: 4826.299805
	Iteration 65Q: 3 clusters Score -1364160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1364160.000000 Penalty: 4826.299805
	Iteration 66F: 3 clusters Score -1364160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (130106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130106 members 
Entering Unmasked Estep 
Score: -13922295.000000 Penalty: 2920.474121
	Iteration 0F: 2 clusters Score -1.39223e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64915 members 
Mstep: Class 2 contains 65191 members 
Entering Unmasked Estep 
Score: -13835308.000000 Penalty: 5840.948242
	Iteration 0F: 3 clusters Score -1.383531e+07 nChanged 61935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63386 members 
Mstep: Class 2 contains 66720 members 
Entering Unmasked Estep 
Score: -13874585.000000 Penalty: 5840.948242
	Iteration 1F: 3 clusters Score -1.387458e+07 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62284 members 
Mstep: Class 2 contains 67822 members 
Entering Unmasked Estep 
Score: -13881228.000000 Penalty: 5840.948242
	Iteration 2F: 3 clusters Score -1.388123e+07 nChanged 10119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60831 members 
Mstep: Class 2 contains 69275 members 
Entering Unmasked Estep 
Score: -13892995.000000 Penalty: 5840.948242
	Iteration 3F: 3 clusters Score -1.3893e+07 nChanged 11947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60582 members 
Mstep: Class 2 contains 69524 members 
Entering Unmasked Estep 
Score: -13907946.000000 Penalty: 5840.948242
	Iteration 4F: 3 clusters Score -1.390795e+07 nChanged 12516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62474 members 
Mstep: Class 2 contains 67632 members 
Entering Unmasked Estep 
Score: -13922654.000000 Penalty: 5840.948242
	Iteration 5F: 3 clusters Score -1.392265e+07 nChanged 10836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64918 members 
Mstep: Class 2 contains 65188 members 
Entering Unmasked Estep 
Score: -13934230.000000 Penalty: 5840.948242
	Iteration 6F: 3 clusters Score -1.393423e+07 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66658 members 
Mstep: Class 2 contains 63448 members 
Entering Unmasked Estep 
Score: -13941247.000000 Penalty: 5840.948242
	Iteration 7F: 3 clusters Score -1.394125e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67827 members 
Mstep: Class 2 contains 62279 members 
Entering Unmasked Estep 
Score: -13944961.000000 Penalty: 5840.948242
	Iteration 8Q: 3 clusters Score -1.394496e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68559 members 
Mstep: Class 2 contains 61547 members 
Entering Unmasked Estep 
Score: -13946364.000000 Penalty: 5840.948242
	Iteration 9Q: 3 clusters Score -1.394636e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69189 members 
Mstep: Class 2 contains 60917 members 
Entering Unmasked Estep 
Score: -13947067.000000 Penalty: 5840.948242
	Iteration 10Q: 3 clusters Score -1.394707e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69769 members 
Mstep: Class 2 contains 60337 members 
Entering Unmasked Estep 
Score: -13947439.000000 Penalty: 5840.948242
	Iteration 11Q: 3 clusters Score -1.394744e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70310 members 
Mstep: Class 2 contains 59796 members 
Entering Unmasked Estep 
Score: -13947585.000000 Penalty: 5840.948242
	Iteration 12Q: 3 clusters Score -1.394758e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70812 members 
Mstep: Class 2 contains 59294 members 
Entering Unmasked Estep 
Score: -13947760.000000 Penalty: 5840.948242
	Iteration 13Q: 3 clusters Score -1.394776e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71237 members 
Mstep: Class 2 contains 58869 members 
Entering Unmasked Estep 
Score: -13947832.000000 Penalty: 5840.948242
	Iteration 14Q: 3 clusters Score -1.394783e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71628 members 
Mstep: Class 2 contains 58478 members 
Entering Unmasked Estep 
Score: -13947871.000000 Penalty: 5840.948242
	Iteration 15Q: 3 clusters Score -1.394787e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71993 members 
Mstep: Class 2 contains 58113 members 
Entering Unmasked Estep 
Score: -13947878.000000 Penalty: 5840.948242
	Iteration 16Q: 3 clusters Score -1.394788e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72303 members 
Mstep: Class 2 contains 57803 members 
Entering Unmasked Estep 
Score: -13947894.000000 Penalty: 5840.948242
	Iteration 17Q: 3 clusters Score -1.394789e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72582 members 
Mstep: Class 2 contains 57524 members 
Entering Unmasked Estep 
Score: -13947869.000000 Penalty: 5840.948242
	Iteration 18Q: 3 clusters Score -1.394787e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72829 members 
Mstep: Class 2 contains 57277 members 
Entering Unmasked Estep 
Score: -13947890.000000 Penalty: 5840.948242
	Iteration 19Q: 3 clusters Score -1.394789e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73039 members 
Mstep: Class 2 contains 57067 members 
Entering Unmasked Estep 
Score: -13947932.000000 Penalty: 5840.948242
	Iteration 20F: 3 clusters Score -1.394793e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73226 members 
Mstep: Class 2 contains 56880 members 
Entering Unmasked Estep 
Score: -13947954.000000 Penalty: 5840.948242
	Iteration 21Q: 3 clusters Score -1.394795e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73376 members 
Mstep: Class 2 contains 56730 members 
Entering Unmasked Estep 
Score: -13947925.000000 Penalty: 5840.948242
	Iteration 22Q: 3 clusters Score -1.394792e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73505 members 
Mstep: Class 2 contains 56601 members 
Entering Unmasked Estep 
Score: -13947916.000000 Penalty: 5840.948242
	Iteration 23Q: 3 clusters Score -1.394792e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73622 members 
Mstep: Class 2 contains 56484 members 
Entering Unmasked Estep 
Score: -13947897.000000 Penalty: 5840.948242
	Iteration 24Q: 3 clusters Score -1.39479e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73722 members 
Mstep: Class 2 contains 56384 members 
Entering Unmasked Estep 
Score: -13947899.000000 Penalty: 5840.948242
	Iteration 25Q: 3 clusters Score -1.39479e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73802 members 
Mstep: Class 2 contains 56304 members 
Entering Unmasked Estep 
Score: -13947910.000000 Penalty: 5840.948242
	Iteration 26Q: 3 clusters Score -1.394791e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73881 members 
Mstep: Class 2 contains 56225 members 
Entering Unmasked Estep 
Score: -13947923.000000 Penalty: 5840.948242
	Iteration 27Q: 3 clusters Score -1.394792e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73952 members 
Mstep: Class 2 contains 56154 members 
Entering Unmasked Estep 
Score: -13947895.000000 Penalty: 5840.948242
	Iteration 28Q: 3 clusters Score -1.39479e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74014 members 
Mstep: Class 2 contains 56092 members 
Entering Unmasked Estep 
Score: -13947893.000000 Penalty: 5840.948242
	Iteration 29Q: 3 clusters Score -1.394789e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74077 members 
Mstep: Class 2 contains 56029 members 
Entering Unmasked Estep 
Score: -13947888.000000 Penalty: 5840.948242
	Iteration 30Q: 3 clusters Score -1.394789e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74124 members 
Mstep: Class 2 contains 55982 members 
Entering Unmasked Estep 
Score: -13947897.000000 Penalty: 5840.948242
	Iteration 31Q: 3 clusters Score -1.39479e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74171 members 
Mstep: Class 2 contains 55935 members 
Entering Unmasked Estep 
Score: -13947920.000000 Penalty: 5840.948242
	Iteration 32Q: 3 clusters Score -1.394792e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74210 members 
Mstep: Class 2 contains 55896 members 
Entering Unmasked Estep 
Score: -13947918.000000 Penalty: 5840.948242
	Iteration 33Q: 3 clusters Score -1.394792e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74250 members 
Mstep: Class 2 contains 55856 members 
Entering Unmasked Estep 
Score: -13947917.000000 Penalty: 5840.948242
	Iteration 34Q: 3 clusters Score -1.394792e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74273 members 
Mstep: Class 2 contains 55833 members 
Entering Unmasked Estep 
Score: -13947915.000000 Penalty: 5840.948242
	Iteration 35Q: 3 clusters Score -1.394792e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74292 members 
Mstep: Class 2 contains 55814 members 
Entering Unmasked Estep 
Score: -13947914.000000 Penalty: 5840.948242
	Iteration 36Q: 3 clusters Score -1.394791e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74310 members 
Mstep: Class 2 contains 55796 members 
Entering Unmasked Estep 
Score: -13947906.000000 Penalty: 5840.948242
	Iteration 37Q: 3 clusters Score -1.394791e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74325 members 
Mstep: Class 2 contains 55781 members 
Entering Unmasked Estep 
Score: -13947922.000000 Penalty: 5840.948242
	Iteration 38Q: 3 clusters Score -1.394792e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74335 members 
Mstep: Class 2 contains 55771 members 
Entering Unmasked Estep 
Score: -13947914.000000 Penalty: 5840.948242
	Iteration 39Q: 3 clusters Score -1.394791e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74346 members 
Mstep: Class 2 contains 55760 members 
Entering Unmasked Estep 
Score: -13947913.000000 Penalty: 5840.948242
	Iteration 40F: 3 clusters Score -1.394791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74355 members 
Mstep: Class 2 contains 55751 members 
Entering Unmasked Estep 
Score: -13947915.000000 Penalty: 5840.948242
	Iteration 41Q: 3 clusters Score -1.394792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74362 members 
Mstep: Class 2 contains 55744 members 
Entering Unmasked Estep 
Score: -13947911.000000 Penalty: 5840.948242
	Iteration 42Q: 3 clusters Score -1.394791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74369 members 
Mstep: Class 2 contains 55737 members 
Entering Unmasked Estep 
Score: -13947907.000000 Penalty: 5840.948242
	Iteration 43Q: 3 clusters Score -1.394791e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74380 members 
Mstep: Class 2 contains 55726 members 
Entering Unmasked Estep 
Score: -13947907.000000 Penalty: 5840.948242
	Iteration 44Q: 3 clusters Score -1.394791e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74392 members 
Mstep: Class 2 contains 55714 members 
Entering Unmasked Estep 
Score: -13947905.000000 Penalty: 5840.948242
	Iteration 45Q: 3 clusters Score -1.39479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74402 members 
Mstep: Class 2 contains 55704 members 
Entering Unmasked Estep 
Score: -13947905.000000 Penalty: 5840.948242
	Iteration 46Q: 3 clusters Score -1.39479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74409 members 
Mstep: Class 2 contains 55697 members 
Entering Unmasked Estep 
Score: -13947914.000000 Penalty: 5840.948242
	Iteration 47Q: 3 clusters Score -1.394791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74416 members 
Mstep: Class 2 contains 55690 members 
Entering Unmasked Estep 
Score: -13947906.000000 Penalty: 5840.948242
	Iteration 48Q: 3 clusters Score -1.394791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74423 members 
Mstep: Class 2 contains 55683 members 
Entering Unmasked Estep 
Score: -13947892.000000 Penalty: 5840.948242
	Iteration 49Q: 3 clusters Score -1.394789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74432 members 
Mstep: Class 2 contains 55674 members 
Entering Unmasked Estep 
Score: -13947904.000000 Penalty: 5840.948242
	Iteration 50Q: 3 clusters Score -1.39479e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74444 members 
Mstep: Class 2 contains 55662 members 
Entering Unmasked Estep 
Score: -13947911.000000 Penalty: 5840.948242
	Iteration 51Q: 3 clusters Score -1.394791e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74459 members 
Mstep: Class 2 contains 55647 members 
Entering Unmasked Estep 
Score: -13947913.000000 Penalty: 5840.948242
	Iteration 52Q: 3 clusters Score -1.394791e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74473 members 
Mstep: Class 2 contains 55633 members 
Entering Unmasked Estep 
Score: -13947918.000000 Penalty: 5840.948242
	Iteration 53Q: 3 clusters Score -1.394792e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74487 members 
Mstep: Class 2 contains 55619 members 
Entering Unmasked Estep 
Score: -13947921.000000 Penalty: 5840.948242
	Iteration 54Q: 3 clusters Score -1.394792e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74501 members 
Mstep: Class 2 contains 55605 members 
Entering Unmasked Estep 
Score: -13947934.000000 Penalty: 5840.948242
	Iteration 55Q: 3 clusters Score -1.394793e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74511 members 
Mstep: Class 2 contains 55595 members 
Entering Unmasked Estep 
Score: -13947936.000000 Penalty: 5840.948242
	Iteration 56Q: 3 clusters Score -1.394794e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74524 members 
Mstep: Class 2 contains 55582 members 
Entering Unmasked Estep 
Score: -13947949.000000 Penalty: 5840.948242
	Iteration 57Q: 3 clusters Score -1.394795e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74536 members 
Mstep: Class 2 contains 55570 members 
Entering Unmasked Estep 
Score: -13947928.000000 Penalty: 5840.948242
	Iteration 58Q: 3 clusters Score -1.394793e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74549 members 
Mstep: Class 2 contains 55557 members 
Entering Unmasked Estep 
Score: -13947920.000000 Penalty: 5840.948242
	Iteration 59Q: 3 clusters Score -1.394792e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74559 members 
Mstep: Class 2 contains 55547 members 
Entering Unmasked Estep 
Score: -13947911.000000 Penalty: 5840.948242
	Iteration 60F: 3 clusters Score -1.394791e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74569 members 
Mstep: Class 2 contains 55537 members 
Entering Unmasked Estep 
Score: -13947934.000000 Penalty: 5840.948242
	Iteration 61Q: 3 clusters Score -1.394793e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74583 members 
Mstep: Class 2 contains 55523 members 
Entering Unmasked Estep 
Score: -13947920.000000 Penalty: 5840.948242
	Iteration 62Q: 3 clusters Score -1.394792e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74593 members 
Mstep: Class 2 contains 55513 members 
Entering Unmasked Estep 
Score: -13947914.000000 Penalty: 5840.948242
	Iteration 63Q: 3 clusters Score -1.394791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74602 members 
Mstep: Class 2 contains 55504 members 
Entering Unmasked Estep 
Score: -13947931.000000 Penalty: 5840.948242
	Iteration 64Q: 3 clusters Score -1.394793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74609 members 
Mstep: Class 2 contains 55497 members 
Entering Unmasked Estep 
Score: -13947926.000000 Penalty: 5840.948242
	Iteration 65Q: 3 clusters Score -1.394793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74614 members 
Mstep: Class 2 contains 55492 members 
Entering Unmasked Estep 
Score: -13947930.000000 Penalty: 5840.948242
	Iteration 66Q: 3 clusters Score -1.394793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74618 members 
Mstep: Class 2 contains 55488 members 
Entering Unmasked Estep 
Score: -13947934.000000 Penalty: 5840.948242
	Iteration 67Q: 3 clusters Score -1.394793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74622 members 
Mstep: Class 2 contains 55484 members 
Entering Unmasked Estep 
Score: -13947942.000000 Penalty: 5840.948242
	Iteration 68Q: 3 clusters Score -1.394794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74625 members 
Mstep: Class 2 contains 55481 members 
Entering Unmasked Estep 
Score: -13947935.000000 Penalty: 5840.948242
	Iteration 69Q: 3 clusters Score -1.394794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74629 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -13947935.000000 Penalty: 5840.948242
	Iteration 70Q: 3 clusters Score -1.394794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74631 members 
Mstep: Class 2 contains 55475 members 
Entering Unmasked Estep 
Score: -13947935.000000 Penalty: 5840.948242
	Iteration 71Q: 3 clusters Score -1.394794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74633 members 
Mstep: Class 2 contains 55473 members 
Entering Unmasked Estep 
Score: -13947934.000000 Penalty: 5840.948242
	Iteration 72Q: 3 clusters Score -1.394793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74642 members 
Mstep: Class 2 contains 55464 members 
Entering Unmasked Estep 
Score: -13947933.000000 Penalty: 5840.948242
	Iteration 73Q: 3 clusters Score -1.394793e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74653 members 
Mstep: Class 2 contains 55453 members 
Entering Unmasked Estep 
Score: -13947919.000000 Penalty: 5840.948242
	Iteration 74Q: 3 clusters Score -1.394792e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74667 members 
Mstep: Class 2 contains 55439 members 
Entering Unmasked Estep 
Score: -13947902.000000 Penalty: 5840.948242
	Iteration 75Q: 3 clusters Score -1.39479e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74678 members 
Mstep: Class 2 contains 55428 members 
Entering Unmasked Estep 
Score: -13947899.000000 Penalty: 5840.948242
	Iteration 76Q: 3 clusters Score -1.39479e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74687 members 
Mstep: Class 2 contains 55419 members 
Entering Unmasked Estep 
Score: -13947901.000000 Penalty: 5840.948242
	Iteration 77Q: 3 clusters Score -1.39479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74694 members 
Mstep: Class 2 contains 55412 members 
Entering Unmasked Estep 
Score: -13947899.000000 Penalty: 5840.948242
	Iteration 78Q: 3 clusters Score -1.39479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74698 members 
Mstep: Class 2 contains 55408 members 
Entering Unmasked Estep 
Score: -13947897.000000 Penalty: 5840.948242
	Iteration 79Q: 3 clusters Score -1.39479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74699 members 
Mstep: Class 2 contains 55407 members 
Entering Unmasked Estep 
Score: -13947906.000000 Penalty: 5840.948242
	Iteration 80F: 3 clusters Score -1.394791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74701 members 
Mstep: Class 2 contains 55405 members 
Entering Unmasked Estep 
Score: -13947907.000000 Penalty: 5840.948242
	Iteration 81Q: 3 clusters Score -1.394791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74702 members 
Mstep: Class 2 contains 55404 members 
Entering Unmasked Estep 
Score: -13947903.000000 Penalty: 5840.948242
	Iteration 82Q: 3 clusters Score -1.39479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74703 members 
Mstep: Class 2 contains 55403 members 
Entering Unmasked Estep 
Score: -13947908.000000 Penalty: 5840.948242
	Iteration 83Q: 3 clusters Score -1.394791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74704 members 
Mstep: Class 2 contains 55402 members 
Entering Unmasked Estep 
Score: -13947900.000000 Penalty: 5840.948242
	Iteration 84Q: 3 clusters Score -1.39479e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74704 members 
Mstep: Class 2 contains 55402 members 
Entering Unmasked Estep 
Score: -13947900.000000 Penalty: 5840.948242
	Iteration 85F: 3 clusters Score -1.39479e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 672 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 990 members 
Mstep: Class 3 contains 246 members 
Mstep: Class 4 contains 52962 members 
Mstep: Class 5 contains 20545 members 
Mstep: Class 6 contains 15885 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 91041 members 
Mstep: Class 11 contains 16822 members 
Mstep: Class 12 contains 74704 members 
Mstep: Class 13 contains 11763 members 
Mstep: Class 14 contains 7035 members 
Mstep: Class 15 contains 25358 members 
Mstep: Class 16 contains 30744 members 
Mstep: Class 17 contains 49200 members 
Mstep: Class 18 contains 20684 members 
Mstep: Class 19 contains 33447 members 
Mstep: Class 20 contains 38512 members 
Mstep: Class 21 contains 41174 members 
Mstep: Class 22 contains 20234 members 
Mstep: Class 23 contains 6649 members 
Mstep: Class 24 contains 13624 members 
Mstep: Class 25 contains 171 members 
Mstep: Class 26 contains 793 members 
Mstep: Class 27 contains 9668 members 
Mstep: Class 28 contains 55402 members 
Entering Unmasked Estep 
Score: -64544888.000000 Penalty: 92924.406250
Splitting cluster 12 changes total score from -64498284.000000 to -64544888.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (11763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Entering Unmasked Estep 
Score: -1157705.375000 Penalty: 2324.433105
	Iteration 0F: 2 clusters Score -1157705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1149009.375000 Penalty: 4648.866211
	Iteration 0F: 3 clusters Score -1149009 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1151883.625000 Penalty: 4648.866211
	Iteration 1F: 3 clusters Score -1151884 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1152498.125000 Penalty: 4648.866211
	Iteration 2F: 3 clusters Score -1152498 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1153047.000000 Penalty: 4648.866211
	Iteration 3F: 3 clusters Score -1153047 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1153592.625000 Penalty: 4648.866211
	Iteration 4F: 3 clusters Score -1153593 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1153976.375000 Penalty: 4648.866211
	Iteration 5F: 3 clusters Score -1153976 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1154235.875000 Penalty: 4648.866211
	Iteration 6Q: 3 clusters Score -1154236 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1154430.625000 Penalty: 4648.866211
	Iteration 7Q: 3 clusters Score -1154431 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1154579.375000 Penalty: 4648.866211
	Iteration 8Q: 3 clusters Score -1154579 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1154687.375000 Penalty: 4648.866211
	Iteration 9Q: 3 clusters Score -1154687 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1154776.000000 Penalty: 4648.866211
	Iteration 10Q: 3 clusters Score -1154776 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1154837.875000 Penalty: 4648.866211
	Iteration 11Q: 3 clusters Score -1154838 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1154895.250000 Penalty: 4648.866211
	Iteration 12Q: 3 clusters Score -1154895 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1154947.000000 Penalty: 4648.866211
	Iteration 13Q: 3 clusters Score -1154947 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1154991.125000 Penalty: 4648.866211
	Iteration 14Q: 3 clusters Score -1154991 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1155025.500000 Penalty: 4648.866211
	Iteration 15Q: 3 clusters Score -1155026 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1155067.500000 Penalty: 4648.866211
	Iteration 16Q: 3 clusters Score -1155068 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1155099.875000 Penalty: 4648.866211
	Iteration 17Q: 3 clusters Score -1155100 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1155124.875000 Penalty: 4648.866211
	Iteration 18Q: 3 clusters Score -1155125 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1155160.375000 Penalty: 4648.866211
	Iteration 19Q: 3 clusters Score -1155160 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1155189.625000 Penalty: 4648.866211
	Iteration 20F: 3 clusters Score -1155190 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1155218.625000 Penalty: 4648.866211
	Iteration 21Q: 3 clusters Score -1155219 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1155242.875000 Penalty: 4648.866211
	Iteration 22Q: 3 clusters Score -1155243 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1155276.875000 Penalty: 4648.866211
	Iteration 23Q: 3 clusters Score -1155277 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1155306.875000 Penalty: 4648.866211
	Iteration 24Q: 3 clusters Score -1155307 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1155330.500000 Penalty: 4648.866211
	Iteration 25Q: 3 clusters Score -1155330 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1155362.250000 Penalty: 4648.866211
	Iteration 26Q: 3 clusters Score -1155362 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1155380.250000 Penalty: 4648.866211
	Iteration 27Q: 3 clusters Score -1155380 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1155406.250000 Penalty: 4648.866211
	Iteration 28Q: 3 clusters Score -1155406 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1155425.375000 Penalty: 4648.866211
	Iteration 29Q: 3 clusters Score -1155425 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1155442.875000 Penalty: 4648.866211
	Iteration 30Q: 3 clusters Score -1155443 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1155454.375000 Penalty: 4648.866211
	Iteration 31Q: 3 clusters Score -1155454 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1155463.125000 Penalty: 4648.866211
	Iteration 32Q: 3 clusters Score -1155463 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1155471.375000 Penalty: 4648.866211
	Iteration 33Q: 3 clusters Score -1155471 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1155485.500000 Penalty: 4648.866211
	Iteration 34Q: 3 clusters Score -1155486 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1155491.125000 Penalty: 4648.866211
	Iteration 35Q: 3 clusters Score -1155491 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1155510.000000 Penalty: 4648.866211
	Iteration 36Q: 3 clusters Score -1155510 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1155521.625000 Penalty: 4648.866211
	Iteration 37Q: 3 clusters Score -1155522 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1155532.250000 Penalty: 4648.866211
	Iteration 38Q: 3 clusters Score -1155532 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1155543.250000 Penalty: 4648.866211
	Iteration 39Q: 3 clusters Score -1155543 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1155554.000000 Penalty: 4648.866211
	Iteration 40F: 3 clusters Score -1155554 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1155562.875000 Penalty: 4648.866211
	Iteration 41Q: 3 clusters Score -1155563 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1155573.875000 Penalty: 4648.866211
	Iteration 42Q: 3 clusters Score -1155574 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1155582.250000 Penalty: 4648.866211
	Iteration 43Q: 3 clusters Score -1155582 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1155597.250000 Penalty: 4648.866211
	Iteration 44Q: 3 clusters Score -1155597 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1155607.250000 Penalty: 4648.866211
	Iteration 45Q: 3 clusters Score -1155607 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1155617.625000 Penalty: 4648.866211
	Iteration 46Q: 3 clusters Score -1155618 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1155631.125000 Penalty: 4648.866211
	Iteration 47Q: 3 clusters Score -1155631 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1155638.000000 Penalty: 4648.866211
	Iteration 48Q: 3 clusters Score -1155638 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1155648.375000 Penalty: 4648.866211
	Iteration 49Q: 3 clusters Score -1155648 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1155656.250000 Penalty: 4648.866211
	Iteration 50Q: 3 clusters Score -1155656 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1155664.375000 Penalty: 4648.866211
	Iteration 51Q: 3 clusters Score -1155664 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1155672.250000 Penalty: 4648.866211
	Iteration 52Q: 3 clusters Score -1155672 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1155676.500000 Penalty: 4648.866211
	Iteration 53Q: 3 clusters Score -1155676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1155683.500000 Penalty: 4648.866211
	Iteration 54Q: 3 clusters Score -1155684 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1155689.250000 Penalty: 4648.866211
	Iteration 55Q: 3 clusters Score -1155689 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1155694.375000 Penalty: 4648.866211
	Iteration 56Q: 3 clusters Score -1155694 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1155700.375000 Penalty: 4648.866211
	Iteration 57Q: 3 clusters Score -1155700 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1155706.250000 Penalty: 4648.866211
	Iteration 58Q: 3 clusters Score -1155706 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1155710.250000 Penalty: 4648.866211
	Iteration 59Q: 3 clusters Score -1155710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1155716.875000 Penalty: 4648.866211
	Iteration 60F: 3 clusters Score -1155717 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1155717.625000 Penalty: 4648.866211
	Iteration 61Q: 3 clusters Score -1155718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1155725.375000 Penalty: 4648.866211
	Iteration 62Q: 3 clusters Score -1155725 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1155725.875000 Penalty: 4648.866211
	Iteration 63Q: 3 clusters Score -1155726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1155731.125000 Penalty: 4648.866211
	Iteration 64Q: 3 clusters Score -1155731 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1155739.125000 Penalty: 4648.866211
	Iteration 65Q: 3 clusters Score -1155739 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1155743.500000 Penalty: 4648.866211
	Iteration 66Q: 3 clusters Score -1155744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1155744.875000 Penalty: 4648.866211
	Iteration 67Q: 3 clusters Score -1155745 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1155749.375000 Penalty: 4648.866211
	Iteration 68Q: 3 clusters Score -1155749 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1155758.125000 Penalty: 4648.866211
	Iteration 69Q: 3 clusters Score -1155758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1155765.625000 Penalty: 4648.866211
	Iteration 70Q: 3 clusters Score -1155766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1155769.750000 Penalty: 4648.866211
	Iteration 71Q: 3 clusters Score -1155770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1155771.625000 Penalty: 4648.866211
	Iteration 72Q: 3 clusters Score -1155772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1155778.125000 Penalty: 4648.866211
	Iteration 73Q: 3 clusters Score -1155778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1155781.875000 Penalty: 4648.866211
	Iteration 74Q: 3 clusters Score -1155782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1155785.500000 Penalty: 4648.866211
	Iteration 75Q: 3 clusters Score -1155786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1155789.250000 Penalty: 4648.866211
	Iteration 76Q: 3 clusters Score -1155789 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1155796.125000 Penalty: 4648.866211
	Iteration 77Q: 3 clusters Score -1155796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1155805.125000 Penalty: 4648.866211
	Iteration 78Q: 3 clusters Score -1155805 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1155807.250000 Penalty: 4648.866211
	Iteration 79Q: 3 clusters Score -1155807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1155811.750000 Penalty: 4648.866211
	Iteration 80F: 3 clusters Score -1155812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1155814.000000 Penalty: 4648.866211
	Iteration 81Q: 3 clusters Score -1155814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1155820.500000 Penalty: 4648.866211
	Iteration 82Q: 3 clusters Score -1155820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1155827.625000 Penalty: 4648.866211
	Iteration 83Q: 3 clusters Score -1155828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1155841.875000 Penalty: 4648.866211
	Iteration 84Q: 3 clusters Score -1155842 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1155851.000000 Penalty: 4648.866211
	Iteration 85Q: 3 clusters Score -1155851 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1155858.500000 Penalty: 4648.866211
	Iteration 86Q: 3 clusters Score -1155858 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1155869.750000 Penalty: 4648.866211
	Iteration 87Q: 3 clusters Score -1155870 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1155880.125000 Penalty: 4648.866211
	Iteration 88Q: 3 clusters Score -1155880 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1155888.500000 Penalty: 4648.866211
	Iteration 89Q: 3 clusters Score -1155888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1155895.250000 Penalty: 4648.866211
	Iteration 90Q: 3 clusters Score -1155895 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1155900.375000 Penalty: 4648.866211
	Iteration 91Q: 3 clusters Score -1155900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1155905.250000 Penalty: 4648.866211
	Iteration 92Q: 3 clusters Score -1155905 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1155911.625000 Penalty: 4648.866211
	Iteration 93Q: 3 clusters Score -1155912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1155922.000000 Penalty: 4648.866211
	Iteration 94Q: 3 clusters Score -1155922 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1155929.500000 Penalty: 4648.866211
	Iteration 95Q: 3 clusters Score -1155930 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1155936.125000 Penalty: 4648.866211
	Iteration 96Q: 3 clusters Score -1155936 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1155946.375000 Penalty: 4648.866211
	Iteration 97Q: 3 clusters Score -1155946 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1155955.125000 Penalty: 4648.866211
	Iteration 98Q: 3 clusters Score -1155955 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1155963.625000 Penalty: 4648.866211
	Iteration 99Q: 3 clusters Score -1155964 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1155974.000000 Penalty: 4648.866211
	Iteration 100F: 3 clusters Score -1155974 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1155978.750000 Penalty: 4648.866211
	Iteration 101Q: 3 clusters Score -1155979 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1155982.250000 Penalty: 4648.866211
	Iteration 102Q: 3 clusters Score -1155982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1155988.125000 Penalty: 4648.866211
	Iteration 103Q: 3 clusters Score -1155988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1155988.125000 Penalty: 4648.866211
	Iteration 104Q: 3 clusters Score -1155988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1155994.250000 Penalty: 4648.866211
	Iteration 105Q: 3 clusters Score -1155994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1155999.375000 Penalty: 4648.866211
	Iteration 106Q: 3 clusters Score -1155999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1156002.125000 Penalty: 4648.866211
	Iteration 107Q: 3 clusters Score -1156002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1155999.875000 Penalty: 4648.866211
	Iteration 108Q: 3 clusters Score -1156000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1156002.375000 Penalty: 4648.866211
	Iteration 109Q: 3 clusters Score -1156002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1156004.000000 Penalty: 4648.866211
	Iteration 110Q: 3 clusters Score -1156004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1156006.125000 Penalty: 4648.866211
	Iteration 111Q: 3 clusters Score -1156006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1156007.875000 Penalty: 4648.866211
	Iteration 112Q: 3 clusters Score -1156008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1156009.000000 Penalty: 4648.866211
	Iteration 113Q: 3 clusters Score -1156009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1156011.750000 Penalty: 4648.866211
	Iteration 114Q: 3 clusters Score -1156012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1156011.875000 Penalty: 4648.866211
	Iteration 115Q: 3 clusters Score -1156012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1156012.125000 Penalty: 4648.866211
	Iteration 116Q: 3 clusters Score -1156012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1156016.250000 Penalty: 4648.866211
	Iteration 117Q: 3 clusters Score -1156016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1156015.500000 Penalty: 4648.866211
	Iteration 118Q: 3 clusters Score -1156016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1156017.750000 Penalty: 4648.866211
	Iteration 119Q: 3 clusters Score -1156018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1156018.125000 Penalty: 4648.866211
	Iteration 120F: 3 clusters Score -1156018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1156019.375000 Penalty: 4648.866211
	Iteration 121Q: 3 clusters Score -1156019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1156020.000000 Penalty: 4648.866211
	Iteration 122Q: 3 clusters Score -1156020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1156018.875000 Penalty: 4648.866211
	Iteration 123Q: 3 clusters Score -1156019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1156018.500000 Penalty: 4648.866211
	Iteration 124Q: 3 clusters Score -1156018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1156017.250000 Penalty: 4648.866211
	Iteration 125Q: 3 clusters Score -1156017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1156019.750000 Penalty: 4648.866211
	Iteration 126Q: 3 clusters Score -1156020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1156020.125000 Penalty: 4648.866211
	Iteration 127Q: 3 clusters Score -1156020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1156019.750000 Penalty: 4648.866211
	Iteration 128Q: 3 clusters Score -1156020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1156020.625000 Penalty: 4648.866211
	Iteration 129Q: 3 clusters Score -1156021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1156020.875000 Penalty: 4648.866211
	Iteration 130Q: 3 clusters Score -1156021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1156020.250000 Penalty: 4648.866211
	Iteration 131Q: 3 clusters Score -1156020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1156021.625000 Penalty: 4648.866211
	Iteration 132Q: 3 clusters Score -1156022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1156021.500000 Penalty: 4648.866211
	Iteration 133Q: 3 clusters Score -1156022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1156025.625000 Penalty: 4648.866211
	Iteration 134Q: 3 clusters Score -1156026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1156024.250000 Penalty: 4648.866211
	Iteration 135Q: 3 clusters Score -1156024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1156024.750000 Penalty: 4648.866211
	Iteration 136Q: 3 clusters Score -1156025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1156023.875000 Penalty: 4648.866211
	Iteration 137Q: 3 clusters Score -1156024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1156026.125000 Penalty: 4648.866211
	Iteration 138Q: 3 clusters Score -1156026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1156024.500000 Penalty: 4648.866211
	Iteration 139Q: 3 clusters Score -1156024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1156025.500000 Penalty: 4648.866211
	Iteration 140F: 3 clusters Score -1156026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1156026.500000 Penalty: 4648.866211
	Iteration 141Q: 3 clusters Score -1156026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1156027.500000 Penalty: 4648.866211
	Iteration 142Q: 3 clusters Score -1156028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1156027.125000 Penalty: 4648.866211
	Iteration 143Q: 3 clusters Score -1156027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1156027.875000 Penalty: 4648.866211
	Iteration 144Q: 3 clusters Score -1156028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1156024.500000 Penalty: 4648.866211
	Iteration 145Q: 3 clusters Score -1156024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1156024.500000 Penalty: 4648.866211
	Iteration 146F: 3 clusters Score -1156024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Entering Unmasked Estep 
Score: -684109.812500 Penalty: 2196.946045
	Iteration 0F: 2 clusters Score -684109.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -678380.187500 Penalty: 4393.892090
	Iteration 0F: 3 clusters Score -678380.2 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -680224.500000 Penalty: 4393.892090
	Iteration 1F: 3 clusters Score -680224.5 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -680849.250000 Penalty: 4393.892090
	Iteration 2F: 3 clusters Score -680849.2 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -681369.312500 Penalty: 4393.892090
	Iteration 3F: 3 clusters Score -681369.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -681786.250000 Penalty: 4393.892090
	Iteration 4F: 3 clusters Score -681786.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -682168.062500 Penalty: 4393.892090
	Iteration 5F: 3 clusters Score -682168.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -682461.500000 Penalty: 4393.892090
	Iteration 6Q: 3 clusters Score -682461.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -682750.750000 Penalty: 4393.892090
	Iteration 7Q: 3 clusters Score -682750.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -683118.000000 Penalty: 4393.892090
	Iteration 8Q: 3 clusters Score -683118 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -683459.750000 Penalty: 4393.892090
	Iteration 9Q: 3 clusters Score -683459.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -683787.375000 Penalty: 4393.892090
	Iteration 10Q: 3 clusters Score -683787.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -684134.187500 Penalty: 4393.892090
	Iteration 11Q: 3 clusters Score -684134.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -684433.500000 Penalty: 4393.892090
	Iteration 12Q: 3 clusters Score -684433.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -684712.062500 Penalty: 4393.892090
	Iteration 13Q: 3 clusters Score -684712.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -685015.937500 Penalty: 4393.892090
	Iteration 14Q: 3 clusters Score -685015.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -685415.937500 Penalty: 4393.892090
	Iteration 15Q: 3 clusters Score -685415.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -685797.375000 Penalty: 4393.892090
	Iteration 16Q: 3 clusters Score -685797.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -686068.125000 Penalty: 4393.892090
	Iteration 17Q: 3 clusters Score -686068.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -686205.000000 Penalty: 4393.892090
	Iteration 18Q: 3 clusters Score -686205 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -686311.625000 Penalty: 4393.892090
	Iteration 19Q: 3 clusters Score -686311.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -686414.812500 Penalty: 4393.892090
	Iteration 20F: 3 clusters Score -686414.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -686502.625000 Penalty: 4393.892090
	Iteration 21Q: 3 clusters Score -686502.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -686581.562500 Penalty: 4393.892090
	Iteration 22Q: 3 clusters Score -686581.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -686663.750000 Penalty: 4393.892090
	Iteration 23Q: 3 clusters Score -686663.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -686749.187500 Penalty: 4393.892090
	Iteration 24Q: 3 clusters Score -686749.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -686831.375000 Penalty: 4393.892090
	Iteration 25Q: 3 clusters Score -686831.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -686889.812500 Penalty: 4393.892090
	Iteration 26Q: 3 clusters Score -686889.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -686940.812500 Penalty: 4393.892090
	Iteration 27Q: 3 clusters Score -686940.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -686965.937500 Penalty: 4393.892090
	Iteration 28Q: 3 clusters Score -686965.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -686979.750000 Penalty: 4393.892090
	Iteration 29Q: 3 clusters Score -686979.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -686989.062500 Penalty: 4393.892090
	Iteration 30Q: 3 clusters Score -686989.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -687014.812500 Penalty: 4393.892090
	Iteration 31Q: 3 clusters Score -687014.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -687024.250000 Penalty: 4393.892090
	Iteration 32Q: 3 clusters Score -687024.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -687032.562500 Penalty: 4393.892090
	Iteration 33Q: 3 clusters Score -687032.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -687040.250000 Penalty: 4393.892090
	Iteration 34Q: 3 clusters Score -687040.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -687052.625000 Penalty: 4393.892090
	Iteration 35Q: 3 clusters Score -687052.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -687060.375000 Penalty: 4393.892090
	Iteration 36Q: 3 clusters Score -687060.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -687070.812500 Penalty: 4393.892090
	Iteration 37Q: 3 clusters Score -687070.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -687080.937500 Penalty: 4393.892090
	Iteration 38Q: 3 clusters Score -687080.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -687085.875000 Penalty: 4393.892090
	Iteration 39Q: 3 clusters Score -687085.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -687122.000000 Penalty: 4393.892090
	Iteration 40F: 3 clusters Score -687122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -687256.187500 Penalty: 4393.892090
	Iteration 41Q: 3 clusters Score -687256.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -687724.375000 Penalty: 4393.892090
	Iteration 42Q: 3 clusters Score -687724.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -688349.750000 Penalty: 4393.892090
	Iteration 43Q: 3 clusters Score -688349.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -688474.375000 Penalty: 4393.892090
	Iteration 44Q: 3 clusters Score -688474.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -688501.500000 Penalty: 4393.892090
	Iteration 45Q: 3 clusters Score -688501.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -688513.187500 Penalty: 4393.892090
	Iteration 46Q: 3 clusters Score -688513.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -688522.125000 Penalty: 4393.892090
	Iteration 47Q: 3 clusters Score -688522.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -688526.937500 Penalty: 4393.892090
	Iteration 48Q: 3 clusters Score -688526.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -688529.562500 Penalty: 4393.892090
	Iteration 49Q: 3 clusters Score -688529.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -688531.750000 Penalty: 4393.892090
	Iteration 50Q: 3 clusters Score -688531.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -688533.125000 Penalty: 4393.892090
	Iteration 51Q: 3 clusters Score -688533.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -688536.187500 Penalty: 4393.892090
	Iteration 52Q: 3 clusters Score -688536.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -688539.875000 Penalty: 4393.892090
	Iteration 53Q: 3 clusters Score -688539.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -688541.250000 Penalty: 4393.892090
	Iteration 54Q: 3 clusters Score -688541.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -688542.000000 Penalty: 4393.892090
	Iteration 55Q: 3 clusters Score -688542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -688542.562500 Penalty: 4393.892090
	Iteration 56Q: 3 clusters Score -688542.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -688543.125000 Penalty: 4393.892090
	Iteration 57Q: 3 clusters Score -688543.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -688545.375000 Penalty: 4393.892090
	Iteration 58Q: 3 clusters Score -688545.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -688548.750000 Penalty: 4393.892090
	Iteration 59Q: 3 clusters Score -688548.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -688552.375000 Penalty: 4393.892090
	Iteration 60F: 3 clusters Score -688552.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -688554.437500 Penalty: 4393.892090
	Iteration 61Q: 3 clusters Score -688554.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -688560.687500 Penalty: 4393.892090
	Iteration 62Q: 3 clusters Score -688560.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -688567.062500 Penalty: 4393.892090
	Iteration 63Q: 3 clusters Score -688567.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -688574.687500 Penalty: 4393.892090
	Iteration 64Q: 3 clusters Score -688574.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -688584.937500 Penalty: 4393.892090
	Iteration 65Q: 3 clusters Score -688584.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -688592.062500 Penalty: 4393.892090
	Iteration 66Q: 3 clusters Score -688592.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -688593.625000 Penalty: 4393.892090
	Iteration 67Q: 3 clusters Score -688593.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -688594.812500 Penalty: 4393.892090
	Iteration 68Q: 3 clusters Score -688594.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -688595.125000 Penalty: 4393.892090
	Iteration 69Q: 3 clusters Score -688595.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -688596.312500 Penalty: 4393.892090
	Iteration 70Q: 3 clusters Score -688596.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -688597.250000 Penalty: 4393.892090
	Iteration 71Q: 3 clusters Score -688597.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -688597.562500 Penalty: 4393.892090
	Iteration 72Q: 3 clusters Score -688597.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -688597.937500 Penalty: 4393.892090
	Iteration 73Q: 3 clusters Score -688597.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -688597.937500 Penalty: 4393.892090
	Iteration 74F: 3 clusters Score -688597.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 672 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 990 members 
Mstep: Class 3 contains 246 members 
Mstep: Class 4 contains 52962 members 
Mstep: Class 5 contains 20545 members 
Mstep: Class 6 contains 15885 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 91041 members 
Mstep: Class 11 contains 16822 members 
Mstep: Class 12 contains 74704 members 
Mstep: Class 13 contains 11763 members 
Mstep: Class 14 contains 1740 members 
Mstep: Class 15 contains 25358 members 
Mstep: Class 16 contains 30744 members 
Mstep: Class 17 contains 49200 members 
Mstep: Class 18 contains 20684 members 
Mstep: Class 19 contains 33447 members 
Mstep: Class 20 contains 38512 members 
Mstep: Class 21 contains 41174 members 
Mstep: Class 22 contains 20234 members 
Mstep: Class 23 contains 6649 members 
Mstep: Class 24 contains 13624 members 
Mstep: Class 25 contains 171 members 
Mstep: Class 26 contains 793 members 
Mstep: Class 27 contains 9668 members 
Mstep: Class 28 contains 55402 members 
Mstep: Class 29 contains 5295 members 
Entering Unmasked Estep 
Score: -64548312.000000 Penalty: 96243.132812
Splitting cluster 14 changes total score from -64498284.000000 to -64548312.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (25358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Entering Unmasked Estep 
Score: -2367847.500000 Penalty: 2514.930664
	Iteration 0F: 2 clusters Score -2367848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2350278.500000 Penalty: 5029.861328
	Iteration 0F: 3 clusters Score -2350278 nChanged 11351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -2356712.750000 Penalty: 5029.861328
	Iteration 1F: 3 clusters Score -2356713 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2357742.750000 Penalty: 5029.861328
	Iteration 2F: 3 clusters Score -2357743 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2359064.250000 Penalty: 5029.861328
	Iteration 3F: 3 clusters Score -2359064 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2360491.750000 Penalty: 5029.861328
	Iteration 4F: 3 clusters Score -2360492 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2361859.250000 Penalty: 5029.861328
	Iteration 5F: 3 clusters Score -2361859 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2363088.250000 Penalty: 5029.861328
	Iteration 6F: 3 clusters Score -2363088 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2364018.250000 Penalty: 5029.861328
	Iteration 7F: 3 clusters Score -2364018 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -2364685.000000 Penalty: 5029.861328
	Iteration 8Q: 3 clusters Score -2364685 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2365092.250000 Penalty: 5029.861328
	Iteration 9Q: 3 clusters Score -2365092 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -2365323.250000 Penalty: 5029.861328
	Iteration 10Q: 3 clusters Score -2365323 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -2365462.500000 Penalty: 5029.861328
	Iteration 11Q: 3 clusters Score -2365462 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -2365590.000000 Penalty: 5029.861328
	Iteration 12Q: 3 clusters Score -2365590 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -2365703.000000 Penalty: 5029.861328
	Iteration 13Q: 3 clusters Score -2365703 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -2365773.000000 Penalty: 5029.861328
	Iteration 14Q: 3 clusters Score -2365773 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -2365841.750000 Penalty: 5029.861328
	Iteration 15Q: 3 clusters Score -2365842 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -2365905.500000 Penalty: 5029.861328
	Iteration 16Q: 3 clusters Score -2365906 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2365953.500000 Penalty: 5029.861328
	Iteration 17Q: 3 clusters Score -2365954 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -2365994.750000 Penalty: 5029.861328
	Iteration 18Q: 3 clusters Score -2365995 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -2366036.500000 Penalty: 5029.861328
	Iteration 19Q: 3 clusters Score -2366036 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -2366069.000000 Penalty: 5029.861328
	Iteration 20F: 3 clusters Score -2366069 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -2366088.500000 Penalty: 5029.861328
	Iteration 21Q: 3 clusters Score -2366088 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -2366113.500000 Penalty: 5029.861328
	Iteration 22Q: 3 clusters Score -2366114 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -2366143.250000 Penalty: 5029.861328
	Iteration 23Q: 3 clusters Score -2366143 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -2366164.750000 Penalty: 5029.861328
	Iteration 24Q: 3 clusters Score -2366165 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -2366177.250000 Penalty: 5029.861328
	Iteration 25Q: 3 clusters Score -2366177 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -2366189.250000 Penalty: 5029.861328
	Iteration 26Q: 3 clusters Score -2366189 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -2366201.250000 Penalty: 5029.861328
	Iteration 27Q: 3 clusters Score -2366201 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -2366218.250000 Penalty: 5029.861328
	Iteration 28Q: 3 clusters Score -2366218 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -2366236.250000 Penalty: 5029.861328
	Iteration 29Q: 3 clusters Score -2366236 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -2366242.250000 Penalty: 5029.861328
	Iteration 30Q: 3 clusters Score -2366242 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -2366246.500000 Penalty: 5029.861328
	Iteration 31Q: 3 clusters Score -2366246 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -2366249.500000 Penalty: 5029.861328
	Iteration 32Q: 3 clusters Score -2366250 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -2366261.250000 Penalty: 5029.861328
	Iteration 33Q: 3 clusters Score -2366261 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -2366269.000000 Penalty: 5029.861328
	Iteration 34Q: 3 clusters Score -2366269 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -2366273.250000 Penalty: 5029.861328
	Iteration 35Q: 3 clusters Score -2366273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -2366269.500000 Penalty: 5029.861328
	Iteration 36Q: 3 clusters Score -2366270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -2366279.000000 Penalty: 5029.861328
	Iteration 37Q: 3 clusters Score -2366279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -2366283.000000 Penalty: 5029.861328
	Iteration 38Q: 3 clusters Score -2366283 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -2366291.000000 Penalty: 5029.861328
	Iteration 39Q: 3 clusters Score -2366291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -2366299.250000 Penalty: 5029.861328
	Iteration 40F: 3 clusters Score -2366299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -2366295.250000 Penalty: 5029.861328
	Iteration 41Q: 3 clusters Score -2366295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -2366299.750000 Penalty: 5029.861328
	Iteration 42Q: 3 clusters Score -2366300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -2366301.000000 Penalty: 5029.861328
	Iteration 43Q: 3 clusters Score -2366301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -2366305.750000 Penalty: 5029.861328
	Iteration 44Q: 3 clusters Score -2366306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -2366308.750000 Penalty: 5029.861328
	Iteration 45Q: 3 clusters Score -2366309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -2366307.250000 Penalty: 5029.861328
	Iteration 46Q: 3 clusters Score -2366307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -2366308.750000 Penalty: 5029.861328
	Iteration 47Q: 3 clusters Score -2366309 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -2366315.750000 Penalty: 5029.861328
	Iteration 48Q: 3 clusters Score -2366316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -2366316.750000 Penalty: 5029.861328
	Iteration 49Q: 3 clusters Score -2366317 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -2366322.500000 Penalty: 5029.861328
	Iteration 50Q: 3 clusters Score -2366322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -2366327.250000 Penalty: 5029.861328
	Iteration 51Q: 3 clusters Score -2366327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -2366329.500000 Penalty: 5029.861328
	Iteration 52Q: 3 clusters Score -2366330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -2366332.500000 Penalty: 5029.861328
	Iteration 53Q: 3 clusters Score -2366332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -2366335.750000 Penalty: 5029.861328
	Iteration 54Q: 3 clusters Score -2366336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -2366337.500000 Penalty: 5029.861328
	Iteration 55Q: 3 clusters Score -2366338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -2366337.250000 Penalty: 5029.861328
	Iteration 56Q: 3 clusters Score -2366337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -2366337.000000 Penalty: 5029.861328
	Iteration 57Q: 3 clusters Score -2366337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -2366339.250000 Penalty: 5029.861328
	Iteration 58Q: 3 clusters Score -2366339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -2366339.500000 Penalty: 5029.861328
	Iteration 59Q: 3 clusters Score -2366340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -2366339.250000 Penalty: 5029.861328
	Iteration 60F: 3 clusters Score -2366339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -2366337.500000 Penalty: 5029.861328
	Iteration 61Q: 3 clusters Score -2366338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -2366341.500000 Penalty: 5029.861328
	Iteration 62Q: 3 clusters Score -2366342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -2366339.250000 Penalty: 5029.861328
	Iteration 63Q: 3 clusters Score -2366339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -2366340.500000 Penalty: 5029.861328
	Iteration 64Q: 3 clusters Score -2366340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -2366340.500000 Penalty: 5029.861328
	Iteration 65F: 3 clusters Score -2366340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Entering Unmasked Estep 
Score: -2763065.000000 Penalty: 2562.695801
	Iteration 0F: 2 clusters Score -2763065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2742133.000000 Penalty: 5125.391602
	Iteration 0F: 3 clusters Score -2742133 nChanged 13875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2750300.750000 Penalty: 5125.391602
	Iteration 1F: 3 clusters Score -2750301 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2752021.500000 Penalty: 5125.391602
	Iteration 2F: 3 clusters Score -2752022 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2754143.500000 Penalty: 5125.391602
	Iteration 3F: 3 clusters Score -2754144 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2756116.000000 Penalty: 5125.391602
	Iteration 4F: 3 clusters Score -2756116 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2757607.500000 Penalty: 5125.391602
	Iteration 5F: 3 clusters Score -2757608 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -2758722.000000 Penalty: 5125.391602
	Iteration 6F: 3 clusters Score -2758722 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2759461.750000 Penalty: 5125.391602
	Iteration 7Q: 3 clusters Score -2759462 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2759994.000000 Penalty: 5125.391602
	Iteration 8Q: 3 clusters Score -2759994 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -2760388.500000 Penalty: 5125.391602
	Iteration 9Q: 3 clusters Score -2760388 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2760654.000000 Penalty: 5125.391602
	Iteration 10Q: 3 clusters Score -2760654 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -2760875.250000 Penalty: 5125.391602
	Iteration 11Q: 3 clusters Score -2760875 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2761073.250000 Penalty: 5125.391602
	Iteration 12Q: 3 clusters Score -2761073 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -2761241.250000 Penalty: 5125.391602
	Iteration 13Q: 3 clusters Score -2761241 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -2761388.750000 Penalty: 5125.391602
	Iteration 14Q: 3 clusters Score -2761389 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2761542.500000 Penalty: 5125.391602
	Iteration 15Q: 3 clusters Score -2761542 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2761649.250000 Penalty: 5125.391602
	Iteration 16Q: 3 clusters Score -2761649 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2761762.000000 Penalty: 5125.391602
	Iteration 17Q: 3 clusters Score -2761762 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -2761841.750000 Penalty: 5125.391602
	Iteration 18Q: 3 clusters Score -2761842 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2761931.250000 Penalty: 5125.391602
	Iteration 19Q: 3 clusters Score -2761931 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2762007.250000 Penalty: 5125.391602
	Iteration 20F: 3 clusters Score -2762007 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2762045.250000 Penalty: 5125.391602
	Iteration 21Q: 3 clusters Score -2762045 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2762105.750000 Penalty: 5125.391602
	Iteration 22Q: 3 clusters Score -2762106 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2762161.250000 Penalty: 5125.391602
	Iteration 23Q: 3 clusters Score -2762161 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2762217.500000 Penalty: 5125.391602
	Iteration 24Q: 3 clusters Score -2762218 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2762254.000000 Penalty: 5125.391602
	Iteration 25Q: 3 clusters Score -2762254 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2762309.250000 Penalty: 5125.391602
	Iteration 26Q: 3 clusters Score -2762309 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2762354.500000 Penalty: 5125.391602
	Iteration 27Q: 3 clusters Score -2762354 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2762388.500000 Penalty: 5125.391602
	Iteration 28Q: 3 clusters Score -2762388 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2762439.750000 Penalty: 5125.391602
	Iteration 29Q: 3 clusters Score -2762440 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2762476.750000 Penalty: 5125.391602
	Iteration 30Q: 3 clusters Score -2762477 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -2762526.500000 Penalty: 5125.391602
	Iteration 31Q: 3 clusters Score -2762526 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2762566.750000 Penalty: 5125.391602
	Iteration 32Q: 3 clusters Score -2762567 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2762615.000000 Penalty: 5125.391602
	Iteration 33Q: 3 clusters Score -2762615 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2762667.000000 Penalty: 5125.391602
	Iteration 34Q: 3 clusters Score -2762667 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2762717.500000 Penalty: 5125.391602
	Iteration 35Q: 3 clusters Score -2762718 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2762780.250000 Penalty: 5125.391602
	Iteration 36Q: 3 clusters Score -2762780 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -2762840.750000 Penalty: 5125.391602
	Iteration 37Q: 3 clusters Score -2762841 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2762889.750000 Penalty: 5125.391602
	Iteration 38Q: 3 clusters Score -2762890 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2762941.000000 Penalty: 5125.391602
	Iteration 39Q: 3 clusters Score -2762941 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -2762983.250000 Penalty: 5125.391602
	Iteration 40F: 3 clusters Score -2762983 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2763029.000000 Penalty: 5125.391602
	Iteration 41Q: 3 clusters Score -2763029 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2763075.750000 Penalty: 5125.391602
	Iteration 42Q: 3 clusters Score -2763076 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2763105.000000 Penalty: 5125.391602
	Iteration 43Q: 3 clusters Score -2763105 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2763140.500000 Penalty: 5125.391602
	Iteration 44Q: 3 clusters Score -2763140 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2763167.000000 Penalty: 5125.391602
	Iteration 45Q: 3 clusters Score -2763167 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2763196.750000 Penalty: 5125.391602
	Iteration 46Q: 3 clusters Score -2763197 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2763229.000000 Penalty: 5125.391602
	Iteration 47Q: 3 clusters Score -2763229 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2763254.250000 Penalty: 5125.391602
	Iteration 48Q: 3 clusters Score -2763254 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2763268.500000 Penalty: 5125.391602
	Iteration 49Q: 3 clusters Score -2763268 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2763301.750000 Penalty: 5125.391602
	Iteration 50Q: 3 clusters Score -2763302 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2763323.250000 Penalty: 5125.391602
	Iteration 51Q: 3 clusters Score -2763323 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2763331.000000 Penalty: 5125.391602
	Iteration 52Q: 3 clusters Score -2763331 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -2763353.250000 Penalty: 5125.391602
	Iteration 53Q: 3 clusters Score -2763353 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -2763354.750000 Penalty: 5125.391602
	Iteration 54Q: 3 clusters Score -2763355 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2763365.750000 Penalty: 5125.391602
	Iteration 55Q: 3 clusters Score -2763366 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2763378.500000 Penalty: 5125.391602
	Iteration 56Q: 3 clusters Score -2763378 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2763395.750000 Penalty: 5125.391602
	Iteration 57Q: 3 clusters Score -2763396 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2763408.750000 Penalty: 5125.391602
	Iteration 58Q: 3 clusters Score -2763409 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -2763416.250000 Penalty: 5125.391602
	Iteration 59Q: 3 clusters Score -2763416 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2763416.750000 Penalty: 5125.391602
	Iteration 60F: 3 clusters Score -2763417 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -2763425.250000 Penalty: 5125.391602
	Iteration 61Q: 3 clusters Score -2763425 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -2763434.750000 Penalty: 5125.391602
	Iteration 62Q: 3 clusters Score -2763435 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2763440.500000 Penalty: 5125.391602
	Iteration 63Q: 3 clusters Score -2763440 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2763438.250000 Penalty: 5125.391602
	Iteration 64Q: 3 clusters Score -2763438 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2763450.500000 Penalty: 5125.391602
	Iteration 65Q: 3 clusters Score -2763450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2763461.000000 Penalty: 5125.391602
	Iteration 66Q: 3 clusters Score -2763461 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -2763459.500000 Penalty: 5125.391602
	Iteration 67Q: 3 clusters Score -2763460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2763467.500000 Penalty: 5125.391602
	Iteration 68Q: 3 clusters Score -2763468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2763460.500000 Penalty: 5125.391602
	Iteration 69Q: 3 clusters Score -2763460 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2763461.000000 Penalty: 5125.391602
	Iteration 70Q: 3 clusters Score -2763461 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2763464.000000 Penalty: 5125.391602
	Iteration 71Q: 3 clusters Score -2763464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2763464.250000 Penalty: 5125.391602
	Iteration 72Q: 3 clusters Score -2763464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -2763468.000000 Penalty: 5125.391602
	Iteration 73Q: 3 clusters Score -2763468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -2763468.500000 Penalty: 5125.391602
	Iteration 74Q: 3 clusters Score -2763468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2763467.750000 Penalty: 5125.391602
	Iteration 75Q: 3 clusters Score -2763468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2763477.250000 Penalty: 5125.391602
	Iteration 76Q: 3 clusters Score -2763477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2763480.000000 Penalty: 5125.391602
	Iteration 77Q: 3 clusters Score -2763480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2763480.500000 Penalty: 5125.391602
	Iteration 78Q: 3 clusters Score -2763480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2763479.750000 Penalty: 5125.391602
	Iteration 79Q: 3 clusters Score -2763480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2763481.250000 Penalty: 5125.391602
	Iteration 80F: 3 clusters Score -2763481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -2763480.750000 Penalty: 5125.391602
	Iteration 81Q: 3 clusters Score -2763481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2763482.750000 Penalty: 5125.391602
	Iteration 82Q: 3 clusters Score -2763483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2763480.500000 Penalty: 5125.391602
	Iteration 83Q: 3 clusters Score -2763480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2763478.750000 Penalty: 5125.391602
	Iteration 84Q: 3 clusters Score -2763479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2763478.750000 Penalty: 5125.391602
	Iteration 85F: 3 clusters Score -2763479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 672 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 990 members 
Mstep: Class 3 contains 246 members 
Mstep: Class 4 contains 52962 members 
Mstep: Class 5 contains 20545 members 
Mstep: Class 6 contains 15885 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 91041 members 
Mstep: Class 11 contains 16822 members 
Mstep: Class 12 contains 74704 members 
Mstep: Class 13 contains 11763 members 
Mstep: Class 14 contains 1740 members 
Mstep: Class 15 contains 25358 members 
Mstep: Class 16 contains 16747 members 
Mstep: Class 17 contains 49200 members 
Mstep: Class 18 contains 20684 members 
Mstep: Class 19 contains 33447 members 
Mstep: Class 20 contains 38512 members 
Mstep: Class 21 contains 41174 members 
Mstep: Class 22 contains 20234 members 
Mstep: Class 23 contains 6649 members 
Mstep: Class 24 contains 13624 members 
Mstep: Class 25 contains 171 members 
Mstep: Class 26 contains 793 members 
Mstep: Class 27 contains 9668 members 
Mstep: Class 28 contains 55402 members 
Mstep: Class 29 contains 5295 members 
Mstep: Class 30 contains 13997 members 
Entering Unmasked Estep 
Score: -64548316.000000 Penalty: 99561.859375
Splitting cluster 16 changes total score from -64498284.000000 to -64548316.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (49200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Entering Unmasked Estep 
Score: -5232010.500000 Penalty: 2679.304932
	Iteration 0F: 2 clusters Score -5232010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -5199115.000000 Penalty: 5358.609863
	Iteration 0F: 3 clusters Score -5199115 nChanged 22653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -5213393.000000 Penalty: 5358.609863
	Iteration 1F: 3 clusters Score -5213393 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -5216681.000000 Penalty: 5358.609863
	Iteration 2F: 3 clusters Score -5216681 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -5221210.000000 Penalty: 5358.609863
	Iteration 3F: 3 clusters Score -5221210 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -5226184.500000 Penalty: 5358.609863
	Iteration 4F: 3 clusters Score -5226184 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -5230058.500000 Penalty: 5358.609863
	Iteration 5F: 3 clusters Score -5230058 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -5232166.000000 Penalty: 5358.609863
	Iteration 6F: 3 clusters Score -5232166 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -5233148.000000 Penalty: 5358.609863
	Iteration 7Q: 3 clusters Score -5233148 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -5233638.500000 Penalty: 5358.609863
	Iteration 8Q: 3 clusters Score -5233638 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -5234010.500000 Penalty: 5358.609863
	Iteration 9Q: 3 clusters Score -5234010 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -5234250.500000 Penalty: 5358.609863
	Iteration 10Q: 3 clusters Score -5234250 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -5234466.500000 Penalty: 5358.609863
	Iteration 11Q: 3 clusters Score -5234466 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -5234614.000000 Penalty: 5358.609863
	Iteration 12Q: 3 clusters Score -5234614 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -5234787.500000 Penalty: 5358.609863
	Iteration 13Q: 3 clusters Score -5234788 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -5234965.500000 Penalty: 5358.609863
	Iteration 14Q: 3 clusters Score -5234966 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -5235098.000000 Penalty: 5358.609863
	Iteration 15Q: 3 clusters Score -5235098 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -5235269.500000 Penalty: 5358.609863
	Iteration 16Q: 3 clusters Score -5235270 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -5235391.000000 Penalty: 5358.609863
	Iteration 17Q: 3 clusters Score -5235391 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -5235501.000000 Penalty: 5358.609863
	Iteration 18Q: 3 clusters Score -5235501 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -5235622.500000 Penalty: 5358.609863
	Iteration 19Q: 3 clusters Score -5235622 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -5235707.000000 Penalty: 5358.609863
	Iteration 20F: 3 clusters Score -5235707 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -5235812.500000 Penalty: 5358.609863
	Iteration 21Q: 3 clusters Score -5235812 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -5235885.000000 Penalty: 5358.609863
	Iteration 22Q: 3 clusters Score -5235885 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -5235936.000000 Penalty: 5358.609863
	Iteration 23Q: 3 clusters Score -5235936 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -5235999.500000 Penalty: 5358.609863
	Iteration 24Q: 3 clusters Score -5236000 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -5236068.500000 Penalty: 5358.609863
	Iteration 25Q: 3 clusters Score -5236068 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -5236132.500000 Penalty: 5358.609863
	Iteration 26Q: 3 clusters Score -5236132 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -5236244.000000 Penalty: 5358.609863
	Iteration 27Q: 3 clusters Score -5236244 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -5236383.000000 Penalty: 5358.609863
	Iteration 28Q: 3 clusters Score -5236383 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -5236553.000000 Penalty: 5358.609863
	Iteration 29Q: 3 clusters Score -5236553 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -5236724.500000 Penalty: 5358.609863
	Iteration 30Q: 3 clusters Score -5236724 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -5236855.000000 Penalty: 5358.609863
	Iteration 31Q: 3 clusters Score -5236855 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -5236973.000000 Penalty: 5358.609863
	Iteration 32Q: 3 clusters Score -5236973 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -5237063.500000 Penalty: 5358.609863
	Iteration 33Q: 3 clusters Score -5237064 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -5237158.000000 Penalty: 5358.609863
	Iteration 34Q: 3 clusters Score -5237158 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -5237226.000000 Penalty: 5358.609863
	Iteration 35Q: 3 clusters Score -5237226 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -5237291.000000 Penalty: 5358.609863
	Iteration 36Q: 3 clusters Score -5237291 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -5237374.000000 Penalty: 5358.609863
	Iteration 37Q: 3 clusters Score -5237374 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -5237436.500000 Penalty: 5358.609863
	Iteration 38Q: 3 clusters Score -5237436 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -5237503.000000 Penalty: 5358.609863
	Iteration 39Q: 3 clusters Score -5237503 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -5237547.500000 Penalty: 5358.609863
	Iteration 40F: 3 clusters Score -5237548 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -5237578.500000 Penalty: 5358.609863
	Iteration 41Q: 3 clusters Score -5237578 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -5237639.500000 Penalty: 5358.609863
	Iteration 42Q: 3 clusters Score -5237640 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -5237698.500000 Penalty: 5358.609863
	Iteration 43Q: 3 clusters Score -5237698 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -5237756.500000 Penalty: 5358.609863
	Iteration 44Q: 3 clusters Score -5237756 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -5237761.000000 Penalty: 5358.609863
	Iteration 45Q: 3 clusters Score -5237761 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -5237809.000000 Penalty: 5358.609863
	Iteration 46Q: 3 clusters Score -5237809 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -5237821.000000 Penalty: 5358.609863
	Iteration 47Q: 3 clusters Score -5237821 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -5237824.500000 Penalty: 5358.609863
	Iteration 48Q: 3 clusters Score -5237824 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -5237843.000000 Penalty: 5358.609863
	Iteration 49Q: 3 clusters Score -5237843 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -5237839.500000 Penalty: 5358.609863
	Iteration 50Q: 3 clusters Score -5237840 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -5237839.500000 Penalty: 5358.609863
	Iteration 51Q: 3 clusters Score -5237840 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -5237840.500000 Penalty: 5358.609863
	Iteration 52Q: 3 clusters Score -5237840 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -5237860.500000 Penalty: 5358.609863
	Iteration 53Q: 3 clusters Score -5237860 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -5237875.500000 Penalty: 5358.609863
	Iteration 54Q: 3 clusters Score -5237876 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -5237873.000000 Penalty: 5358.609863
	Iteration 55Q: 3 clusters Score -5237873 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -5237874.500000 Penalty: 5358.609863
	Iteration 56Q: 3 clusters Score -5237874 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -5237876.500000 Penalty: 5358.609863
	Iteration 57Q: 3 clusters Score -5237876 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -5237888.000000 Penalty: 5358.609863
	Iteration 58Q: 3 clusters Score -5237888 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -5237903.500000 Penalty: 5358.609863
	Iteration 59Q: 3 clusters Score -5237904 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -5237899.500000 Penalty: 5358.609863
	Iteration 60F: 3 clusters Score -5237900 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -5237902.000000 Penalty: 5358.609863
	Iteration 61Q: 3 clusters Score -5237902 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -5237885.500000 Penalty: 5358.609863
	Iteration 62Q: 3 clusters Score -5237886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -5237886.000000 Penalty: 5358.609863
	Iteration 63Q: 3 clusters Score -5237886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -5237889.500000 Penalty: 5358.609863
	Iteration 64Q: 3 clusters Score -5237890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -5237891.000000 Penalty: 5358.609863
	Iteration 65Q: 3 clusters Score -5237891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -5237890.000000 Penalty: 5358.609863
	Iteration 66Q: 3 clusters Score -5237890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -5237890.500000 Penalty: 5358.609863
	Iteration 67Q: 3 clusters Score -5237890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -5237900.000000 Penalty: 5358.609863
	Iteration 68Q: 3 clusters Score -5237900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -5237904.500000 Penalty: 5358.609863
	Iteration 69Q: 3 clusters Score -5237904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -5237906.000000 Penalty: 5358.609863
	Iteration 70Q: 3 clusters Score -5237906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -5237907.500000 Penalty: 5358.609863
	Iteration 71Q: 3 clusters Score -5237908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -5237895.000000 Penalty: 5358.609863
	Iteration 72Q: 3 clusters Score -5237895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -5237914.500000 Penalty: 5358.609863
	Iteration 73Q: 3 clusters Score -5237914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -5237907.500000 Penalty: 5358.609863
	Iteration 74Q: 3 clusters Score -5237908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -5237912.500000 Penalty: 5358.609863
	Iteration 75Q: 3 clusters Score -5237912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -5237924.500000 Penalty: 5358.609863
	Iteration 76Q: 3 clusters Score -5237924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -5237919.000000 Penalty: 5358.609863
	Iteration 77Q: 3 clusters Score -5237919 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -5237915.500000 Penalty: 5358.609863
	Iteration 78Q: 3 clusters Score -5237916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -5237913.500000 Penalty: 5358.609863
	Iteration 79Q: 3 clusters Score -5237914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -5237910.000000 Penalty: 5358.609863
	Iteration 80F: 3 clusters Score -5237910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -5237917.000000 Penalty: 5358.609863
	Iteration 81Q: 3 clusters Score -5237917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -5237923.000000 Penalty: 5358.609863
	Iteration 82Q: 3 clusters Score -5237923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -5237924.000000 Penalty: 5358.609863
	Iteration 83Q: 3 clusters Score -5237924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -5237922.000000 Penalty: 5358.609863
	Iteration 84Q: 3 clusters Score -5237922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -5237922.500000 Penalty: 5358.609863
	Iteration 85Q: 3 clusters Score -5237922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -5237925.000000 Penalty: 5358.609863
	Iteration 86Q: 3 clusters Score -5237925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -5237928.500000 Penalty: 5358.609863
	Iteration 87Q: 3 clusters Score -5237928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -5237929.000000 Penalty: 5358.609863
	Iteration 88Q: 3 clusters Score -5237929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -5237928.500000 Penalty: 5358.609863
	Iteration 89Q: 3 clusters Score -5237928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -5237928.500000 Penalty: 5358.609863
	Iteration 90Q: 3 clusters Score -5237928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -5237928.500000 Penalty: 5358.609863
	Iteration 91F: 3 clusters Score -5237928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 672 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 990 members 
Mstep: Class 3 contains 246 members 
Mstep: Class 4 contains 52962 members 
Mstep: Class 5 contains 20545 members 
Mstep: Class 6 contains 15885 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 91041 members 
Mstep: Class 11 contains 16822 members 
Mstep: Class 12 contains 74704 members 
Mstep: Class 13 contains 11763 members 
Mstep: Class 14 contains 1740 members 
Mstep: Class 15 contains 25358 members 
Mstep: Class 16 contains 16747 members 
Mstep: Class 17 contains 19486 members 
Mstep: Class 18 contains 20684 members 
Mstep: Class 19 contains 33447 members 
Mstep: Class 20 contains 38512 members 
Mstep: Class 21 contains 41174 members 
Mstep: Class 22 contains 20234 members 
Mstep: Class 23 contains 6649 members 
Mstep: Class 24 contains 13624 members 
Mstep: Class 25 contains 171 members 
Mstep: Class 26 contains 793 members 
Mstep: Class 27 contains 9668 members 
Mstep: Class 28 contains 55402 members 
Mstep: Class 29 contains 5295 members 
Mstep: Class 30 contains 13997 members 
Mstep: Class 31 contains 29714 members 
Entering Unmasked Estep 
Score: -64553516.000000 Penalty: 102880.585938
Splitting cluster 17 changes total score from -64498284.000000 to -64553516.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 18 (20684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Entering Unmasked Estep 
Score: -2102839.750000 Penalty: 2464.404785
	Iteration 0F: 2 clusters Score -2102840 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 10444 members 
Entering Unmasked Estep 
Score: -2088395.125000 Penalty: 4928.809570
	Iteration 0F: 3 clusters Score -2088395 nChanged 9215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2094227.625000 Penalty: 4928.809570
	Iteration 1F: 3 clusters Score -2094228 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2096850.125000 Penalty: 4928.809570
	Iteration 2F: 3 clusters Score -2096850 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2099822.250000 Penalty: 4928.809570
	Iteration 3F: 3 clusters Score -2099822 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2102541.000000 Penalty: 4928.809570
	Iteration 4F: 3 clusters Score -2102541 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2104451.250000 Penalty: 4928.809570
	Iteration 5F: 3 clusters Score -2104451 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2105615.250000 Penalty: 4928.809570
	Iteration 6F: 3 clusters Score -2105615 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -2106343.500000 Penalty: 4928.809570
	Iteration 7Q: 3 clusters Score -2106344 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2106836.500000 Penalty: 4928.809570
	Iteration 8Q: 3 clusters Score -2106836 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -2107167.500000 Penalty: 4928.809570
	Iteration 9Q: 3 clusters Score -2107168 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -2107351.750000 Penalty: 4928.809570
	Iteration 10Q: 3 clusters Score -2107352 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2107511.250000 Penalty: 4928.809570
	Iteration 11Q: 3 clusters Score -2107511 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -2107611.250000 Penalty: 4928.809570
	Iteration 12Q: 3 clusters Score -2107611 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -2107706.500000 Penalty: 4928.809570
	Iteration 13Q: 3 clusters Score -2107706 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -2107780.250000 Penalty: 4928.809570
	Iteration 14Q: 3 clusters Score -2107780 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -2107874.750000 Penalty: 4928.809570
	Iteration 15Q: 3 clusters Score -2107875 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -2107941.000000 Penalty: 4928.809570
	Iteration 16Q: 3 clusters Score -2107941 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -2108022.250000 Penalty: 4928.809570
	Iteration 17Q: 3 clusters Score -2108022 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -2108111.000000 Penalty: 4928.809570
	Iteration 18Q: 3 clusters Score -2108111 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -2108196.500000 Penalty: 4928.809570
	Iteration 19Q: 3 clusters Score -2108196 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -2108288.000000 Penalty: 4928.809570
	Iteration 20F: 3 clusters Score -2108288 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -2108354.750000 Penalty: 4928.809570
	Iteration 21Q: 3 clusters Score -2108355 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -2108412.500000 Penalty: 4928.809570
	Iteration 22Q: 3 clusters Score -2108412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -2108456.250000 Penalty: 4928.809570
	Iteration 23Q: 3 clusters Score -2108456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -2108491.750000 Penalty: 4928.809570
	Iteration 24Q: 3 clusters Score -2108492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -2108509.250000 Penalty: 4928.809570
	Iteration 25Q: 3 clusters Score -2108509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -2108521.250000 Penalty: 4928.809570
	Iteration 26Q: 3 clusters Score -2108521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -2108531.000000 Penalty: 4928.809570
	Iteration 27Q: 3 clusters Score -2108531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -2108537.500000 Penalty: 4928.809570
	Iteration 28Q: 3 clusters Score -2108538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -2108541.750000 Penalty: 4928.809570
	Iteration 29Q: 3 clusters Score -2108542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -2108544.000000 Penalty: 4928.809570
	Iteration 30Q: 3 clusters Score -2108544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -2108544.500000 Penalty: 4928.809570
	Iteration 31Q: 3 clusters Score -2108544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -2108546.750000 Penalty: 4928.809570
	Iteration 32Q: 3 clusters Score -2108547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -2108546.750000 Penalty: 4928.809570
	Iteration 33Q: 3 clusters Score -2108547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -2108546.750000 Penalty: 4928.809570
	Iteration 34F: 3 clusters Score -2108547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 672 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 990 members 
Mstep: Class 3 contains 246 members 
Mstep: Class 4 contains 52962 members 
Mstep: Class 5 contains 20545 members 
Mstep: Class 6 contains 15885 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 91041 members 
Mstep: Class 11 contains 16822 members 
Mstep: Class 12 contains 74704 members 
Mstep: Class 13 contains 11763 members 
Mstep: Class 14 contains 1740 members 
Mstep: Class 15 contains 25358 members 
Mstep: Class 16 contains 16747 members 
Mstep: Class 17 contains 19486 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 33447 members 
Mstep: Class 20 contains 38512 members 
Mstep: Class 21 contains 41174 members 
Mstep: Class 22 contains 20234 members 
Mstep: Class 23 contains 6649 members 
Mstep: Class 24 contains 13624 members 
Mstep: Class 25 contains 171 members 
Mstep: Class 26 contains 793 members 
Mstep: Class 27 contains 9668 members 
Mstep: Class 28 contains 55402 members 
Mstep: Class 29 contains 5295 members 
Mstep: Class 30 contains 13997 members 
Mstep: Class 31 contains 29714 members 
Mstep: Class 32 contains 20068 members 
Entering Unmasked Estep 
Score: -64558456.000000 Penalty: 106199.320312
Splitting cluster 18 changes total score from -64498284.000000 to -64558456.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 19 (33447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Entering Unmasked Estep 
Score: -3593294.750000 Penalty: 2583.593750
	Iteration 0F: 2 clusters Score -3593295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -3570601.750000 Penalty: 5167.187500
	Iteration 0F: 3 clusters Score -3570602 nChanged 15152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -3579615.000000 Penalty: 5167.187500
	Iteration 1F: 3 clusters Score -3579615 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -3580801.250000 Penalty: 5167.187500
	Iteration 2F: 3 clusters Score -3580801 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -3581998.750000 Penalty: 5167.187500
	Iteration 3F: 3 clusters Score -3581999 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -3583469.750000 Penalty: 5167.187500
	Iteration 4F: 3 clusters Score -3583470 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -3585466.000000 Penalty: 5167.187500
	Iteration 5F: 3 clusters Score -3585466 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -3587528.250000 Penalty: 5167.187500
	Iteration 6F: 3 clusters Score -3587528 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -3588888.750000 Penalty: 5167.187500
	Iteration 7F: 3 clusters Score -3588889 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -3589924.500000 Penalty: 5167.187500
	Iteration 8F: 3 clusters Score -3589924 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -3590893.750000 Penalty: 5167.187500
	Iteration 9Q: 3 clusters Score -3590894 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -3591843.500000 Penalty: 5167.187500
	Iteration 10Q: 3 clusters Score -3591844 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -3592703.250000 Penalty: 5167.187500
	Iteration 11Q: 3 clusters Score -3592703 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -3593389.500000 Penalty: 5167.187500
	Iteration 12Q: 3 clusters Score -3593390 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -3593928.500000 Penalty: 5167.187500
	Iteration 13Q: 3 clusters Score -3593928 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -3594278.750000 Penalty: 5167.187500
	Iteration 14Q: 3 clusters Score -3594279 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3594491.250000 Penalty: 5167.187500
	Iteration 15Q: 3 clusters Score -3594491 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -3594664.250000 Penalty: 5167.187500
	Iteration 16Q: 3 clusters Score -3594664 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -3594801.750000 Penalty: 5167.187500
	Iteration 17Q: 3 clusters Score -3594802 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -3594933.750000 Penalty: 5167.187500
	Iteration 18Q: 3 clusters Score -3594934 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -3595013.250000 Penalty: 5167.187500
	Iteration 19Q: 3 clusters Score -3595013 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -3595086.500000 Penalty: 5167.187500
	Iteration 20F: 3 clusters Score -3595086 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -3595150.500000 Penalty: 5167.187500
	Iteration 21Q: 3 clusters Score -3595150 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -3595182.250000 Penalty: 5167.187500
	Iteration 22Q: 3 clusters Score -3595182 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -3595218.500000 Penalty: 5167.187500
	Iteration 23Q: 3 clusters Score -3595218 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -3595249.750000 Penalty: 5167.187500
	Iteration 24Q: 3 clusters Score -3595250 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -3595287.000000 Penalty: 5167.187500
	Iteration 25Q: 3 clusters Score -3595287 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -3595303.250000 Penalty: 5167.187500
	Iteration 26Q: 3 clusters Score -3595303 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -3595342.000000 Penalty: 5167.187500
	Iteration 27Q: 3 clusters Score -3595342 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -3595365.500000 Penalty: 5167.187500
	Iteration 28Q: 3 clusters Score -3595366 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -3595381.500000 Penalty: 5167.187500
	Iteration 29Q: 3 clusters Score -3595382 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -3595395.500000 Penalty: 5167.187500
	Iteration 30Q: 3 clusters Score -3595396 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -3595413.500000 Penalty: 5167.187500
	Iteration 31Q: 3 clusters Score -3595414 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -3595412.750000 Penalty: 5167.187500
	Iteration 32Q: 3 clusters Score -3595413 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -3595424.000000 Penalty: 5167.187500
	Iteration 33Q: 3 clusters Score -3595424 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -3595444.750000 Penalty: 5167.187500
	Iteration 34Q: 3 clusters Score -3595445 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -3595434.500000 Penalty: 5167.187500
	Iteration 35Q: 3 clusters Score -3595434 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -3595434.250000 Penalty: 5167.187500
	Iteration 36Q: 3 clusters Score -3595434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -3595429.750000 Penalty: 5167.187500
	Iteration 37Q: 3 clusters Score -3595430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -3595436.000000 Penalty: 5167.187500
	Iteration 38Q: 3 clusters Score -3595436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -3595436.750000 Penalty: 5167.187500
	Iteration 39Q: 3 clusters Score -3595437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -3595435.000000 Penalty: 5167.187500
	Iteration 40F: 3 clusters Score -3595435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -3595437.000000 Penalty: 5167.187500
	Iteration 41Q: 3 clusters Score -3595437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -3595439.000000 Penalty: 5167.187500
	Iteration 42Q: 3 clusters Score -3595439 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -3595446.000000 Penalty: 5167.187500
	Iteration 43Q: 3 clusters Score -3595446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -3595447.000000 Penalty: 5167.187500
	Iteration 44Q: 3 clusters Score -3595447 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -3595449.250000 Penalty: 5167.187500
	Iteration 45Q: 3 clusters Score -3595449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -3595455.000000 Penalty: 5167.187500
	Iteration 46Q: 3 clusters Score -3595455 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -3595459.000000 Penalty: 5167.187500
	Iteration 47Q: 3 clusters Score -3595459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -3595448.500000 Penalty: 5167.187500
	Iteration 48Q: 3 clusters Score -3595448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -3595449.750000 Penalty: 5167.187500
	Iteration 49Q: 3 clusters Score -3595450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -3595443.250000 Penalty: 5167.187500
	Iteration 50Q: 3 clusters Score -3595443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -3595450.250000 Penalty: 5167.187500
	Iteration 51Q: 3 clusters Score -3595450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -3595448.500000 Penalty: 5167.187500
	Iteration 52Q: 3 clusters Score -3595448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -3595454.250000 Penalty: 5167.187500
	Iteration 53Q: 3 clusters Score -3595454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -3595454.500000 Penalty: 5167.187500
	Iteration 54Q: 3 clusters Score -3595454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -3595450.000000 Penalty: 5167.187500
	Iteration 55Q: 3 clusters Score -3595450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -3595461.250000 Penalty: 5167.187500
	Iteration 56Q: 3 clusters Score -3595461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -3595451.750000 Penalty: 5167.187500
	Iteration 57Q: 3 clusters Score -3595452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -3595456.250000 Penalty: 5167.187500
	Iteration 58Q: 3 clusters Score -3595456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -3595457.000000 Penalty: 5167.187500
	Iteration 59Q: 3 clusters Score -3595457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -3595456.250000 Penalty: 5167.187500
	Iteration 60F: 3 clusters Score -3595456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -3595459.000000 Penalty: 5167.187500
	Iteration 61Q: 3 clusters Score -3595459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -3595462.750000 Penalty: 5167.187500
	Iteration 62Q: 3 clusters Score -3595463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -3595459.250000 Penalty: 5167.187500
	Iteration 63Q: 3 clusters Score -3595459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -3595463.500000 Penalty: 5167.187500
	Iteration 64Q: 3 clusters Score -3595464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -3595460.750000 Penalty: 5167.187500
	Iteration 65Q: 3 clusters Score -3595461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -3595456.750000 Penalty: 5167.187500
	Iteration 66Q: 3 clusters Score -3595457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -3595467.000000 Penalty: 5167.187500
	Iteration 67Q: 3 clusters Score -3595467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -3595466.250000 Penalty: 5167.187500
	Iteration 68Q: 3 clusters Score -3595466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -3595468.000000 Penalty: 5167.187500
	Iteration 69Q: 3 clusters Score -3595468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -3595470.250000 Penalty: 5167.187500
	Iteration 70Q: 3 clusters Score -3595470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -3595471.500000 Penalty: 5167.187500
	Iteration 71Q: 3 clusters Score -3595472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -3595472.250000 Penalty: 5167.187500
	Iteration 72Q: 3 clusters Score -3595472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -3595471.500000 Penalty: 5167.187500
	Iteration 73Q: 3 clusters Score -3595472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -3595474.500000 Penalty: 5167.187500
	Iteration 74Q: 3 clusters Score -3595474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -3595469.750000 Penalty: 5167.187500
	Iteration 75Q: 3 clusters Score -3595470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -3595479.250000 Penalty: 5167.187500
	Iteration 76Q: 3 clusters Score -3595479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -3595481.750000 Penalty: 5167.187500
	Iteration 77Q: 3 clusters Score -3595482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -3595478.000000 Penalty: 5167.187500
	Iteration 78Q: 3 clusters Score -3595478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -3595475.750000 Penalty: 5167.187500
	Iteration 79Q: 3 clusters Score -3595476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -3595475.750000 Penalty: 5167.187500
	Iteration 80F: 3 clusters Score -3595476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 672 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 990 members 
Mstep: Class 3 contains 246 members 
Mstep: Class 4 contains 52962 members 
Mstep: Class 5 contains 20545 members 
Mstep: Class 6 contains 15885 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 91041 members 
Mstep: Class 11 contains 16822 members 
Mstep: Class 12 contains 74704 members 
Mstep: Class 13 contains 11763 members 
Mstep: Class 14 contains 1740 members 
Mstep: Class 15 contains 25358 members 
Mstep: Class 16 contains 16747 members 
Mstep: Class 17 contains 19486 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 24646 members 
Mstep: Class 20 contains 38512 members 
Mstep: Class 21 contains 41174 members 
Mstep: Class 22 contains 20234 members 
Mstep: Class 23 contains 6649 members 
Mstep: Class 24 contains 13624 members 
Mstep: Class 25 contains 171 members 
Mstep: Class 26 contains 793 members 
Mstep: Class 27 contains 9668 members 
Mstep: Class 28 contains 55402 members 
Mstep: Class 29 contains 5295 members 
Mstep: Class 30 contains 13997 members 
Mstep: Class 31 contains 29714 members 
Mstep: Class 32 contains 20068 members 
Mstep: Class 33 contains 8801 members 
Entering Unmasked Estep 
Score: -64559960.000000 Penalty: 109518.046875
Splitting cluster 19 changes total score from -64498284.000000 to -64559960.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 20 (38512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Entering Unmasked Estep 
Score: -4060402.750000 Penalty: 2618.563965
	Iteration 0F: 2 clusters Score -4060403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -4034262.500000 Penalty: 5237.127930
	Iteration 0F: 3 clusters Score -4034262 nChanged 17688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -4044619.250000 Penalty: 5237.127930
	Iteration 1F: 3 clusters Score -4044619 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -4046314.500000 Penalty: 5237.127930
	Iteration 2F: 3 clusters Score -4046314 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -4049329.000000 Penalty: 5237.127930
	Iteration 3F: 3 clusters Score -4049329 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -4053853.250000 Penalty: 5237.127930
	Iteration 4F: 3 clusters Score -4053853 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -4057580.500000 Penalty: 5237.127930
	Iteration 5F: 3 clusters Score -4057580 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -4059369.250000 Penalty: 5237.127930
	Iteration 6F: 3 clusters Score -4059369 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -4060116.000000 Penalty: 5237.127930
	Iteration 7Q: 3 clusters Score -4060116 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -4060477.000000 Penalty: 5237.127930
	Iteration 8Q: 3 clusters Score -4060477 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -4060661.250000 Penalty: 5237.127930
	Iteration 9Q: 3 clusters Score -4060661 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -4060753.500000 Penalty: 5237.127930
	Iteration 10Q: 3 clusters Score -4060754 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -4060798.250000 Penalty: 5237.127930
	Iteration 11Q: 3 clusters Score -4060798 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -4060837.000000 Penalty: 5237.127930
	Iteration 12Q: 3 clusters Score -4060837 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -4060859.750000 Penalty: 5237.127930
	Iteration 13Q: 3 clusters Score -4060860 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -4060906.250000 Penalty: 5237.127930
	Iteration 14Q: 3 clusters Score -4060906 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -4060938.000000 Penalty: 5237.127930
	Iteration 15Q: 3 clusters Score -4060938 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -4060958.250000 Penalty: 5237.127930
	Iteration 16Q: 3 clusters Score -4060958 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -4060975.250000 Penalty: 5237.127930
	Iteration 17Q: 3 clusters Score -4060975 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -4060967.750000 Penalty: 5237.127930
	Iteration 18Q: 3 clusters Score -4060968 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -4061002.000000 Penalty: 5237.127930
	Iteration 19Q: 3 clusters Score -4061002 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -4061009.250000 Penalty: 5237.127930
	Iteration 20F: 3 clusters Score -4061009 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -4061034.750000 Penalty: 5237.127930
	Iteration 21Q: 3 clusters Score -4061035 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -4061046.750000 Penalty: 5237.127930
	Iteration 22Q: 3 clusters Score -4061047 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -4061041.000000 Penalty: 5237.127930
	Iteration 23Q: 3 clusters Score -4061041 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -4061046.250000 Penalty: 5237.127930
	Iteration 24Q: 3 clusters Score -4061046 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -4061049.000000 Penalty: 5237.127930
	Iteration 25Q: 3 clusters Score -4061049 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -4061059.250000 Penalty: 5237.127930
	Iteration 26Q: 3 clusters Score -4061059 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -4061069.250000 Penalty: 5237.127930
	Iteration 27Q: 3 clusters Score -4061069 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -4061077.250000 Penalty: 5237.127930
	Iteration 28Q: 3 clusters Score -4061077 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -4061068.000000 Penalty: 5237.127930
	Iteration 29Q: 3 clusters Score -4061068 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -4061081.500000 Penalty: 5237.127930
	Iteration 30Q: 3 clusters Score -4061082 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -4061103.750000 Penalty: 5237.127930
	Iteration 31Q: 3 clusters Score -4061104 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -4061116.500000 Penalty: 5237.127930
	Iteration 32Q: 3 clusters Score -4061116 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -4061115.750000 Penalty: 5237.127930
	Iteration 33Q: 3 clusters Score -4061116 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -4061134.250000 Penalty: 5237.127930
	Iteration 34Q: 3 clusters Score -4061134 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -4061152.500000 Penalty: 5237.127930
	Iteration 35Q: 3 clusters Score -4061152 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -4061158.250000 Penalty: 5237.127930
	Iteration 36Q: 3 clusters Score -4061158 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -4061176.250000 Penalty: 5237.127930
	Iteration 37Q: 3 clusters Score -4061176 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -4061197.750000 Penalty: 5237.127930
	Iteration 38Q: 3 clusters Score -4061198 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -4061216.500000 Penalty: 5237.127930
	Iteration 39Q: 3 clusters Score -4061216 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -4061228.750000 Penalty: 5237.127930
	Iteration 40F: 3 clusters Score -4061229 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -4061255.750000 Penalty: 5237.127930
	Iteration 41Q: 3 clusters Score -4061256 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -4061272.250000 Penalty: 5237.127930
	Iteration 42Q: 3 clusters Score -4061272 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -4061312.250000 Penalty: 5237.127930
	Iteration 43Q: 3 clusters Score -4061312 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -4061361.750000 Penalty: 5237.127930
	Iteration 44Q: 3 clusters Score -4061362 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -4061413.000000 Penalty: 5237.127930
	Iteration 45Q: 3 clusters Score -4061413 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -4061449.250000 Penalty: 5237.127930
	Iteration 46Q: 3 clusters Score -4061449 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -4061488.250000 Penalty: 5237.127930
	Iteration 47Q: 3 clusters Score -4061488 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -4061522.750000 Penalty: 5237.127930
	Iteration 48Q: 3 clusters Score -4061523 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -4061609.000000 Penalty: 5237.127930
	Iteration 49Q: 3 clusters Score -4061609 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -4061686.750000 Penalty: 5237.127930
	Iteration 50Q: 3 clusters Score -4061687 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -4061791.750000 Penalty: 5237.127930
	Iteration 51Q: 3 clusters Score -4061792 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -4061896.500000 Penalty: 5237.127930
	Iteration 52Q: 3 clusters Score -4061896 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -4062026.500000 Penalty: 5237.127930
	Iteration 53Q: 3 clusters Score -4062026 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -4062158.250000 Penalty: 5237.127930
	Iteration 54Q: 3 clusters Score -4062158 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -4062317.750000 Penalty: 5237.127930
	Iteration 55Q: 3 clusters Score -4062318 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -4062472.000000 Penalty: 5237.127930
	Iteration 56Q: 3 clusters Score -4062472 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -4062610.750000 Penalty: 5237.127930
	Iteration 57Q: 3 clusters Score -4062611 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -4062752.000000 Penalty: 5237.127930
	Iteration 58Q: 3 clusters Score -4062752 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -4062872.250000 Penalty: 5237.127930
	Iteration 59Q: 3 clusters Score -4062872 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -4062961.750000 Penalty: 5237.127930
	Iteration 60F: 3 clusters Score -4062962 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -4063068.500000 Penalty: 5237.127930
	Iteration 61Q: 3 clusters Score -4063068 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -4063170.000000 Penalty: 5237.127930
	Iteration 62Q: 3 clusters Score -4063170 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -4063251.500000 Penalty: 5237.127930
	Iteration 63Q: 3 clusters Score -4063252 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -4063316.250000 Penalty: 5237.127930
	Iteration 64Q: 3 clusters Score -4063316 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -4063376.250000 Penalty: 5237.127930
	Iteration 65Q: 3 clusters Score -4063376 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -4063431.000000 Penalty: 5237.127930
	Iteration 66Q: 3 clusters Score -4063431 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -4063479.000000 Penalty: 5237.127930
	Iteration 67Q: 3 clusters Score -4063479 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -4063528.750000 Penalty: 5237.127930
	Iteration 68Q: 3 clusters Score -4063529 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -4063567.500000 Penalty: 5237.127930
	Iteration 69Q: 3 clusters Score -4063568 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -4063597.250000 Penalty: 5237.127930
	Iteration 70Q: 3 clusters Score -4063597 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -4063636.750000 Penalty: 5237.127930
	Iteration 71Q: 3 clusters Score -4063637 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -4063655.500000 Penalty: 5237.127930
	Iteration 72Q: 3 clusters Score -4063656 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -4063673.500000 Penalty: 5237.127930
	Iteration 73Q: 3 clusters Score -4063674 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -4063691.750000 Penalty: 5237.127930
	Iteration 74Q: 3 clusters Score -4063692 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -4063724.250000 Penalty: 5237.127930
	Iteration 75Q: 3 clusters Score -4063724 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -4063760.750000 Penalty: 5237.127930
	Iteration 76Q: 3 clusters Score -4063761 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -4063782.750000 Penalty: 5237.127930
	Iteration 77Q: 3 clusters Score -4063783 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -4063807.750000 Penalty: 5237.127930
	Iteration 78Q: 3 clusters Score -4063808 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -4063813.000000 Penalty: 5237.127930
	Iteration 79Q: 3 clusters Score -4063813 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -4063839.250000 Penalty: 5237.127930
	Iteration 80F: 3 clusters Score -4063839 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -4063860.000000 Penalty: 5237.127930
	Iteration 81Q: 3 clusters Score -4063860 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -4063869.250000 Penalty: 5237.127930
	Iteration 82Q: 3 clusters Score -4063869 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -4063886.250000 Penalty: 5237.127930
	Iteration 83Q: 3 clusters Score -4063886 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -4063911.250000 Penalty: 5237.127930
	Iteration 84Q: 3 clusters Score -4063911 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -4063920.750000 Penalty: 5237.127930
	Iteration 85Q: 3 clusters Score -4063921 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -4063943.000000 Penalty: 5237.127930
	Iteration 86Q: 3 clusters Score -4063943 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -4063956.250000 Penalty: 5237.127930
	Iteration 87Q: 3 clusters Score -4063956 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -4063965.500000 Penalty: 5237.127930
	Iteration 88Q: 3 clusters Score -4063966 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -4063977.750000 Penalty: 5237.127930
	Iteration 89Q: 3 clusters Score -4063978 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -4064000.250000 Penalty: 5237.127930
	Iteration 90Q: 3 clusters Score -4064000 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -4064018.000000 Penalty: 5237.127930
	Iteration 91Q: 3 clusters Score -4064018 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -4064052.750000 Penalty: 5237.127930
	Iteration 92Q: 3 clusters Score -4064053 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -4064067.250000 Penalty: 5237.127930
	Iteration 93Q: 3 clusters Score -4064067 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -4064100.000000 Penalty: 5237.127930
	Iteration 94Q: 3 clusters Score -4064100 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -4064131.750000 Penalty: 5237.127930
	Iteration 95Q: 3 clusters Score -4064132 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -4064161.250000 Penalty: 5237.127930
	Iteration 96Q: 3 clusters Score -4064161 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -4064218.250000 Penalty: 5237.127930
	Iteration 97Q: 3 clusters Score -4064218 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -4064255.750000 Penalty: 5237.127930
	Iteration 98Q: 3 clusters Score -4064256 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -4064295.000000 Penalty: 5237.127930
	Iteration 99Q: 3 clusters Score -4064295 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -4064326.500000 Penalty: 5237.127930
	Iteration 100F: 3 clusters Score -4064326 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -4064372.750000 Penalty: 5237.127930
	Iteration 101Q: 3 clusters Score -4064373 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -4064423.250000 Penalty: 5237.127930
	Iteration 102Q: 3 clusters Score -4064423 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -4064464.000000 Penalty: 5237.127930
	Iteration 103Q: 3 clusters Score -4064464 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -4064505.000000 Penalty: 5237.127930
	Iteration 104Q: 3 clusters Score -4064505 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -4064549.250000 Penalty: 5237.127930
	Iteration 105Q: 3 clusters Score -4064549 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -4064566.000000 Penalty: 5237.127930
	Iteration 106Q: 3 clusters Score -4064566 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -4064573.750000 Penalty: 5237.127930
	Iteration 107Q: 3 clusters Score -4064574 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -4064587.250000 Penalty: 5237.127930
	Iteration 108Q: 3 clusters Score -4064587 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -4064596.000000 Penalty: 5237.127930
	Iteration 109Q: 3 clusters Score -4064596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -4064609.500000 Penalty: 5237.127930
	Iteration 110Q: 3 clusters Score -4064610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -4064604.000000 Penalty: 5237.127930
	Iteration 111Q: 3 clusters Score -4064604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -4064605.250000 Penalty: 5237.127930
	Iteration 112Q: 3 clusters Score -4064605 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -4064615.000000 Penalty: 5237.127930
	Iteration 113Q: 3 clusters Score -4064615 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -4064620.250000 Penalty: 5237.127930
	Iteration 114Q: 3 clusters Score -4064620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -4064605.750000 Penalty: 5237.127930
	Iteration 115Q: 3 clusters Score -4064606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -4064604.500000 Penalty: 5237.127930
	Iteration 116Q: 3 clusters Score -4064604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -4064596.000000 Penalty: 5237.127930
	Iteration 117Q: 3 clusters Score -4064596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -4064601.500000 Penalty: 5237.127930
	Iteration 118Q: 3 clusters Score -4064602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -4064603.500000 Penalty: 5237.127930
	Iteration 119Q: 3 clusters Score -4064604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -4064598.000000 Penalty: 5237.127930
	Iteration 120F: 3 clusters Score -4064598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -4064600.750000 Penalty: 5237.127930
	Iteration 121Q: 3 clusters Score -4064601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -4064600.750000 Penalty: 5237.127930
	Iteration 122F: 3 clusters Score -4064601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 672 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 990 members 
Mstep: Class 3 contains 246 members 
Mstep: Class 4 contains 52962 members 
Mstep: Class 5 contains 20545 members 
Mstep: Class 6 contains 15885 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 91041 members 
Mstep: Class 11 contains 16822 members 
Mstep: Class 12 contains 74704 members 
Mstep: Class 13 contains 11763 members 
Mstep: Class 14 contains 1740 members 
Mstep: Class 15 contains 25358 members 
Mstep: Class 16 contains 16747 members 
Mstep: Class 17 contains 19486 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 24646 members 
Mstep: Class 20 contains 31154 members 
Mstep: Class 21 contains 41174 members 
Mstep: Class 22 contains 20234 members 
Mstep: Class 23 contains 6649 members 
Mstep: Class 24 contains 13624 members 
Mstep: Class 25 contains 171 members 
Mstep: Class 26 contains 793 members 
Mstep: Class 27 contains 9668 members 
Mstep: Class 28 contains 55402 members 
Mstep: Class 29 contains 5295 members 
Mstep: Class 30 contains 13997 members 
Mstep: Class 31 contains 29714 members 
Mstep: Class 32 contains 20068 members 
Mstep: Class 33 contains 8801 members 
Mstep: Class 34 contains 7358 members 
Entering Unmasked Estep 
Score: -64563252.000000 Penalty: 112836.773438
Splitting cluster 20 changes total score from -64498284.000000 to -64563252.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 21 (41174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Entering Unmasked Estep 
Score: -4355080.500000 Penalty: 2635.139648
	Iteration 0F: 2 clusters Score -4355080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -4327253.500000 Penalty: 5270.279297
	Iteration 0F: 3 clusters Score -4327254 nChanged 18892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -4338338.000000 Penalty: 5270.279297
	Iteration 1F: 3 clusters Score -4338338 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -4340027.500000 Penalty: 5270.279297
	Iteration 2F: 3 clusters Score -4340028 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -4342232.500000 Penalty: 5270.279297
	Iteration 3F: 3 clusters Score -4342232 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -4344636.500000 Penalty: 5270.279297
	Iteration 4F: 3 clusters Score -4344636 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -4347181.500000 Penalty: 5270.279297
	Iteration 5F: 3 clusters Score -4347182 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -4349324.000000 Penalty: 5270.279297
	Iteration 6F: 3 clusters Score -4349324 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -4350751.500000 Penalty: 5270.279297
	Iteration 7F: 3 clusters Score -4350752 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -4351772.500000 Penalty: 5270.279297
	Iteration 8Q: 3 clusters Score -4351772 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -4352628.000000 Penalty: 5270.279297
	Iteration 9Q: 3 clusters Score -4352628 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -4353347.500000 Penalty: 5270.279297
	Iteration 10Q: 3 clusters Score -4353348 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -4354048.000000 Penalty: 5270.279297
	Iteration 11Q: 3 clusters Score -4354048 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -4354864.000000 Penalty: 5270.279297
	Iteration 12Q: 3 clusters Score -4354864 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -4355847.000000 Penalty: 5270.279297
	Iteration 13Q: 3 clusters Score -4355847 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -4356852.000000 Penalty: 5270.279297
	Iteration 14Q: 3 clusters Score -4356852 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -4357694.000000 Penalty: 5270.279297
	Iteration 15Q: 3 clusters Score -4357694 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -4358166.500000 Penalty: 5270.279297
	Iteration 16Q: 3 clusters Score -4358166 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -4358476.000000 Penalty: 5270.279297
	Iteration 17Q: 3 clusters Score -4358476 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -4358637.500000 Penalty: 5270.279297
	Iteration 18Q: 3 clusters Score -4358638 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -4358703.000000 Penalty: 5270.279297
	Iteration 19Q: 3 clusters Score -4358703 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -4358761.000000 Penalty: 5270.279297
	Iteration 20F: 3 clusters Score -4358761 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -4358813.000000 Penalty: 5270.279297
	Iteration 21Q: 3 clusters Score -4358813 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -4358855.500000 Penalty: 5270.279297
	Iteration 22Q: 3 clusters Score -4358856 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -4358884.500000 Penalty: 5270.279297
	Iteration 23Q: 3 clusters Score -4358884 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -4358920.000000 Penalty: 5270.279297
	Iteration 24Q: 3 clusters Score -4358920 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -4358921.500000 Penalty: 5270.279297
	Iteration 25Q: 3 clusters Score -4358922 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -4358931.500000 Penalty: 5270.279297
	Iteration 26Q: 3 clusters Score -4358932 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -4358956.000000 Penalty: 5270.279297
	Iteration 27Q: 3 clusters Score -4358956 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -4358964.500000 Penalty: 5270.279297
	Iteration 28Q: 3 clusters Score -4358964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -4358966.500000 Penalty: 5270.279297
	Iteration 29Q: 3 clusters Score -4358966 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -4358971.500000 Penalty: 5270.279297
	Iteration 30Q: 3 clusters Score -4358972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -4358969.500000 Penalty: 5270.279297
	Iteration 31Q: 3 clusters Score -4358970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -4358967.000000 Penalty: 5270.279297
	Iteration 32Q: 3 clusters Score -4358967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -4358974.500000 Penalty: 5270.279297
	Iteration 33Q: 3 clusters Score -4358974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -4358971.500000 Penalty: 5270.279297
	Iteration 34Q: 3 clusters Score -4358972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -4358979.000000 Penalty: 5270.279297
	Iteration 35Q: 3 clusters Score -4358979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -4358980.000000 Penalty: 5270.279297
	Iteration 36Q: 3 clusters Score -4358980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -4358980.000000 Penalty: 5270.279297
	Iteration 37Q: 3 clusters Score -4358980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -4358983.000000 Penalty: 5270.279297
	Iteration 38Q: 3 clusters Score -4358983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -4358984.000000 Penalty: 5270.279297
	Iteration 39Q: 3 clusters Score -4358984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -4358985.500000 Penalty: 5270.279297
	Iteration 40F: 3 clusters Score -4358986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -4358986.000000 Penalty: 5270.279297
	Iteration 41Q: 3 clusters Score -4358986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -4358983.000000 Penalty: 5270.279297
	Iteration 42Q: 3 clusters Score -4358983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -4358987.000000 Penalty: 5270.279297
	Iteration 43Q: 3 clusters Score -4358987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -4358987.500000 Penalty: 5270.279297
	Iteration 44Q: 3 clusters Score -4358988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -4358986.000000 Penalty: 5270.279297
	Iteration 45Q: 3 clusters Score -4358986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -4358983.000000 Penalty: 5270.279297
	Iteration 46Q: 3 clusters Score -4358983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -4358979.000000 Penalty: 5270.279297
	Iteration 47Q: 3 clusters Score -4358979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -4358985.500000 Penalty: 5270.279297
	Iteration 48Q: 3 clusters Score -4358986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -4358992.000000 Penalty: 5270.279297
	Iteration 49Q: 3 clusters Score -4358992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -4358987.000000 Penalty: 5270.279297
	Iteration 50Q: 3 clusters Score -4358987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -4358987.500000 Penalty: 5270.279297
	Iteration 51Q: 3 clusters Score -4358988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -4358993.000000 Penalty: 5270.279297
	Iteration 52Q: 3 clusters Score -4358993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -4358991.000000 Penalty: 5270.279297
	Iteration 53Q: 3 clusters Score -4358991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -4358985.000000 Penalty: 5270.279297
	Iteration 54Q: 3 clusters Score -4358985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -4358984.000000 Penalty: 5270.279297
	Iteration 55Q: 3 clusters Score -4358984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -4358981.500000 Penalty: 5270.279297
	Iteration 56Q: 3 clusters Score -4358982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -4358977.000000 Penalty: 5270.279297
	Iteration 57Q: 3 clusters Score -4358977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -4358974.500000 Penalty: 5270.279297
	Iteration 58Q: 3 clusters Score -4358974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -4358982.500000 Penalty: 5270.279297
	Iteration 59Q: 3 clusters Score -4358982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -4358985.500000 Penalty: 5270.279297
	Iteration 60F: 3 clusters Score -4358986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -4358993.500000 Penalty: 5270.279297
	Iteration 61Q: 3 clusters Score -4358994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -4358997.500000 Penalty: 5270.279297
	Iteration 62Q: 3 clusters Score -4358998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -4358996.000000 Penalty: 5270.279297
	Iteration 63Q: 3 clusters Score -4358996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -4358990.000000 Penalty: 5270.279297
	Iteration 64Q: 3 clusters Score -4358990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -4358992.000000 Penalty: 5270.279297
	Iteration 65Q: 3 clusters Score -4358992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -4358994.500000 Penalty: 5270.279297
	Iteration 66Q: 3 clusters Score -4358994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -4358994.000000 Penalty: 5270.279297
	Iteration 67Q: 3 clusters Score -4358994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -4358995.000000 Penalty: 5270.279297
	Iteration 68Q: 3 clusters Score -4358995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -4358997.500000 Penalty: 5270.279297
	Iteration 69Q: 3 clusters Score -4358998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -4358997.500000 Penalty: 5270.279297
	Iteration 70F: 3 clusters Score -4358998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 672 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 990 members 
Mstep: Class 3 contains 246 members 
Mstep: Class 4 contains 52962 members 
Mstep: Class 5 contains 20545 members 
Mstep: Class 6 contains 15885 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 91041 members 
Mstep: Class 11 contains 16822 members 
Mstep: Class 12 contains 74704 members 
Mstep: Class 13 contains 11763 members 
Mstep: Class 14 contains 1740 members 
Mstep: Class 15 contains 25358 members 
Mstep: Class 16 contains 16747 members 
Mstep: Class 17 contains 19486 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 24646 members 
Mstep: Class 20 contains 31154 members 
Mstep: Class 21 contains 35635 members 
Mstep: Class 22 contains 20234 members 
Mstep: Class 23 contains 6649 members 
Mstep: Class 24 contains 13624 members 
Mstep: Class 25 contains 171 members 
Mstep: Class 26 contains 793 members 
Mstep: Class 27 contains 9668 members 
Mstep: Class 28 contains 55402 members 
Mstep: Class 29 contains 5295 members 
Mstep: Class 30 contains 13997 members 
Mstep: Class 31 contains 29714 members 
Mstep: Class 32 contains 20068 members 
Mstep: Class 33 contains 8801 members 
Mstep: Class 34 contains 7358 members 
Mstep: Class 35 contains 5539 members 
Entering Unmasked Estep 
Score: -64566384.000000 Penalty: 116155.500000
Splitting cluster 21 changes total score from -64498284.000000 to -64566384.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 22 (20234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Entering Unmasked Estep 
Score: -1958139.000000 Penalty: 2458.949463
	Iteration 0F: 2 clusters Score -1958139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1943953.000000 Penalty: 4917.898926
	Iteration 0F: 3 clusters Score -1943953 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1948798.125000 Penalty: 4917.898926
	Iteration 1F: 3 clusters Score -1948798 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1949405.875000 Penalty: 4917.898926
	Iteration 2F: 3 clusters Score -1949406 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1950050.500000 Penalty: 4917.898926
	Iteration 3F: 3 clusters Score -1950050 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1950692.125000 Penalty: 4917.898926
	Iteration 4F: 3 clusters Score -1950692 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1951329.250000 Penalty: 4917.898926
	Iteration 5F: 3 clusters Score -1951329 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1951903.875000 Penalty: 4917.898926
	Iteration 6F: 3 clusters Score -1951904 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1952398.875000 Penalty: 4917.898926
	Iteration 7Q: 3 clusters Score -1952399 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1952893.500000 Penalty: 4917.898926
	Iteration 8Q: 3 clusters Score -1952894 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1953379.000000 Penalty: 4917.898926
	Iteration 9Q: 3 clusters Score -1953379 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1953897.500000 Penalty: 4917.898926
	Iteration 10Q: 3 clusters Score -1953898 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1954394.875000 Penalty: 4917.898926
	Iteration 11Q: 3 clusters Score -1954395 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1954793.500000 Penalty: 4917.898926
	Iteration 12Q: 3 clusters Score -1954794 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1955053.375000 Penalty: 4917.898926
	Iteration 13Q: 3 clusters Score -1955053 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1955227.750000 Penalty: 4917.898926
	Iteration 14Q: 3 clusters Score -1955228 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -1955353.125000 Penalty: 4917.898926
	Iteration 15Q: 3 clusters Score -1955353 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1955421.875000 Penalty: 4917.898926
	Iteration 16Q: 3 clusters Score -1955422 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1955469.125000 Penalty: 4917.898926
	Iteration 17Q: 3 clusters Score -1955469 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1955509.875000 Penalty: 4917.898926
	Iteration 18Q: 3 clusters Score -1955510 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1955542.500000 Penalty: 4917.898926
	Iteration 19Q: 3 clusters Score -1955542 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1955571.500000 Penalty: 4917.898926
	Iteration 20F: 3 clusters Score -1955572 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1955598.000000 Penalty: 4917.898926
	Iteration 21Q: 3 clusters Score -1955598 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1955608.625000 Penalty: 4917.898926
	Iteration 22Q: 3 clusters Score -1955609 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1955628.375000 Penalty: 4917.898926
	Iteration 23Q: 3 clusters Score -1955628 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -1955638.500000 Penalty: 4917.898926
	Iteration 24Q: 3 clusters Score -1955638 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -1955656.750000 Penalty: 4917.898926
	Iteration 25Q: 3 clusters Score -1955657 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1955674.875000 Penalty: 4917.898926
	Iteration 26Q: 3 clusters Score -1955675 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -1955685.625000 Penalty: 4917.898926
	Iteration 27Q: 3 clusters Score -1955686 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -1955699.625000 Penalty: 4917.898926
	Iteration 28Q: 3 clusters Score -1955700 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -1955709.625000 Penalty: 4917.898926
	Iteration 29Q: 3 clusters Score -1955710 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1955725.250000 Penalty: 4917.898926
	Iteration 30Q: 3 clusters Score -1955725 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -1955747.500000 Penalty: 4917.898926
	Iteration 31Q: 3 clusters Score -1955748 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -1955771.625000 Penalty: 4917.898926
	Iteration 32Q: 3 clusters Score -1955772 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -1955801.500000 Penalty: 4917.898926
	Iteration 33Q: 3 clusters Score -1955802 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -1955846.625000 Penalty: 4917.898926
	Iteration 34Q: 3 clusters Score -1955847 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -1955898.875000 Penalty: 4917.898926
	Iteration 35Q: 3 clusters Score -1955899 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -1955940.375000 Penalty: 4917.898926
	Iteration 36Q: 3 clusters Score -1955940 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -1955977.625000 Penalty: 4917.898926
	Iteration 37Q: 3 clusters Score -1955978 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -1956027.125000 Penalty: 4917.898926
	Iteration 38Q: 3 clusters Score -1956027 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -1956073.750000 Penalty: 4917.898926
	Iteration 39Q: 3 clusters Score -1956074 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -1956113.625000 Penalty: 4917.898926
	Iteration 40F: 3 clusters Score -1956114 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -1956151.500000 Penalty: 4917.898926
	Iteration 41Q: 3 clusters Score -1956152 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -1956185.000000 Penalty: 4917.898926
	Iteration 42Q: 3 clusters Score -1956185 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -1956217.000000 Penalty: 4917.898926
	Iteration 43Q: 3 clusters Score -1956217 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -1956250.625000 Penalty: 4917.898926
	Iteration 44Q: 3 clusters Score -1956251 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -1956294.750000 Penalty: 4917.898926
	Iteration 45Q: 3 clusters Score -1956295 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -1956327.625000 Penalty: 4917.898926
	Iteration 46Q: 3 clusters Score -1956328 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -1956356.875000 Penalty: 4917.898926
	Iteration 47Q: 3 clusters Score -1956357 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -1956383.125000 Penalty: 4917.898926
	Iteration 48Q: 3 clusters Score -1956383 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -1956410.625000 Penalty: 4917.898926
	Iteration 49Q: 3 clusters Score -1956411 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -1956427.500000 Penalty: 4917.898926
	Iteration 50Q: 3 clusters Score -1956428 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -1956447.750000 Penalty: 4917.898926
	Iteration 51Q: 3 clusters Score -1956448 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -1956464.250000 Penalty: 4917.898926
	Iteration 52Q: 3 clusters Score -1956464 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -1956486.750000 Penalty: 4917.898926
	Iteration 53Q: 3 clusters Score -1956487 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -1956498.500000 Penalty: 4917.898926
	Iteration 54Q: 3 clusters Score -1956498 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -1956513.250000 Penalty: 4917.898926
	Iteration 55Q: 3 clusters Score -1956513 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -1956523.500000 Penalty: 4917.898926
	Iteration 56Q: 3 clusters Score -1956524 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -1956538.500000 Penalty: 4917.898926
	Iteration 57Q: 3 clusters Score -1956538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -1956546.500000 Penalty: 4917.898926
	Iteration 58Q: 3 clusters Score -1956546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -1956548.750000 Penalty: 4917.898926
	Iteration 59Q: 3 clusters Score -1956549 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -1956557.750000 Penalty: 4917.898926
	Iteration 60F: 3 clusters Score -1956558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -1956572.750000 Penalty: 4917.898926
	Iteration 61Q: 3 clusters Score -1956573 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -1956583.750000 Penalty: 4917.898926
	Iteration 62Q: 3 clusters Score -1956584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -1956585.750000 Penalty: 4917.898926
	Iteration 63Q: 3 clusters Score -1956586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -1956588.250000 Penalty: 4917.898926
	Iteration 64Q: 3 clusters Score -1956588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -1956595.500000 Penalty: 4917.898926
	Iteration 65Q: 3 clusters Score -1956596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -1956597.000000 Penalty: 4917.898926
	Iteration 66Q: 3 clusters Score -1956597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -1956597.750000 Penalty: 4917.898926
	Iteration 67Q: 3 clusters Score -1956598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -1956601.500000 Penalty: 4917.898926
	Iteration 68Q: 3 clusters Score -1956602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -1956596.750000 Penalty: 4917.898926
	Iteration 69Q: 3 clusters Score -1956597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -1956597.500000 Penalty: 4917.898926
	Iteration 70Q: 3 clusters Score -1956598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -1956601.625000 Penalty: 4917.898926
	Iteration 71Q: 3 clusters Score -1956602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -1956596.250000 Penalty: 4917.898926
	Iteration 72Q: 3 clusters Score -1956596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -1956598.625000 Penalty: 4917.898926
	Iteration 73Q: 3 clusters Score -1956599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -1956602.250000 Penalty: 4917.898926
	Iteration 74Q: 3 clusters Score -1956602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -1956607.125000 Penalty: 4917.898926
	Iteration 75Q: 3 clusters Score -1956607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -1956610.250000 Penalty: 4917.898926
	Iteration 76Q: 3 clusters Score -1956610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -1956611.000000 Penalty: 4917.898926
	Iteration 77Q: 3 clusters Score -1956611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -1956618.500000 Penalty: 4917.898926
	Iteration 78Q: 3 clusters Score -1956618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -1956623.500000 Penalty: 4917.898926
	Iteration 79Q: 3 clusters Score -1956624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -1956625.000000 Penalty: 4917.898926
	Iteration 80F: 3 clusters Score -1956625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -1956625.000000 Penalty: 4917.898926
	Iteration 81Q: 3 clusters Score -1956625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -1956626.750000 Penalty: 4917.898926
	Iteration 82Q: 3 clusters Score -1956627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -1956630.375000 Penalty: 4917.898926
	Iteration 83Q: 3 clusters Score -1956630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -1956639.625000 Penalty: 4917.898926
	Iteration 84Q: 3 clusters Score -1956640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -1956642.500000 Penalty: 4917.898926
	Iteration 85Q: 3 clusters Score -1956642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -1956651.500000 Penalty: 4917.898926
	Iteration 86Q: 3 clusters Score -1956652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -1956650.125000 Penalty: 4917.898926
	Iteration 87Q: 3 clusters Score -1956650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -1956651.000000 Penalty: 4917.898926
	Iteration 88Q: 3 clusters Score -1956651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -1956653.375000 Penalty: 4917.898926
	Iteration 89Q: 3 clusters Score -1956653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -1956657.125000 Penalty: 4917.898926
	Iteration 90Q: 3 clusters Score -1956657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -1956656.375000 Penalty: 4917.898926
	Iteration 91Q: 3 clusters Score -1956656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -1956658.250000 Penalty: 4917.898926
	Iteration 92Q: 3 clusters Score -1956658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -1956659.875000 Penalty: 4917.898926
	Iteration 93Q: 3 clusters Score -1956660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -1956662.000000 Penalty: 4917.898926
	Iteration 94Q: 3 clusters Score -1956662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -1956661.625000 Penalty: 4917.898926
	Iteration 95Q: 3 clusters Score -1956662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -1956664.375000 Penalty: 4917.898926
	Iteration 96Q: 3 clusters Score -1956664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -1956661.500000 Penalty: 4917.898926
	Iteration 97Q: 3 clusters Score -1956662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -1956664.500000 Penalty: 4917.898926
	Iteration 98Q: 3 clusters Score -1956664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -1956664.750000 Penalty: 4917.898926
	Iteration 99Q: 3 clusters Score -1956665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -1956667.625000 Penalty: 4917.898926
	Iteration 100F: 3 clusters Score -1956668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Entering Unmasked Estep 
Score: -563786.125000 Penalty: 2182.950928
	Iteration 0F: 2 clusters Score -563786.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -558237.437500 Penalty: 4365.901855
	Iteration 0F: 3 clusters Score -558237.4 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -559762.625000 Penalty: 4365.901855
	Iteration 1F: 3 clusters Score -559762.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -560083.687500 Penalty: 4365.901855
	Iteration 2F: 3 clusters Score -560083.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -560326.937500 Penalty: 4365.901855
	Iteration 3F: 3 clusters Score -560326.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -560549.500000 Penalty: 4365.901855
	Iteration 4Q: 3 clusters Score -560549.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -560779.062500 Penalty: 4365.901855
	Iteration 5Q: 3 clusters Score -560779.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -561012.562500 Penalty: 4365.901855
	Iteration 6Q: 3 clusters Score -561012.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -561292.875000 Penalty: 4365.901855
	Iteration 7Q: 3 clusters Score -561292.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -561569.937500 Penalty: 4365.901855
	Iteration 8Q: 3 clusters Score -561569.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -561825.250000 Penalty: 4365.901855
	Iteration 9Q: 3 clusters Score -561825.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -562023.812500 Penalty: 4365.901855
	Iteration 10Q: 3 clusters Score -562023.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -562162.562500 Penalty: 4365.901855
	Iteration 11Q: 3 clusters Score -562162.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -562270.312500 Penalty: 4365.901855
	Iteration 12Q: 3 clusters Score -562270.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -562376.500000 Penalty: 4365.901855
	Iteration 13Q: 3 clusters Score -562376.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -562467.687500 Penalty: 4365.901855
	Iteration 14Q: 3 clusters Score -562467.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -562523.062500 Penalty: 4365.901855
	Iteration 15Q: 3 clusters Score -562523.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -562556.937500 Penalty: 4365.901855
	Iteration 16Q: 3 clusters Score -562556.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -562576.000000 Penalty: 4365.901855
	Iteration 17Q: 3 clusters Score -562576 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -562588.437500 Penalty: 4365.901855
	Iteration 18Q: 3 clusters Score -562588.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -562603.000000 Penalty: 4365.901855
	Iteration 19Q: 3 clusters Score -562603 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -562615.250000 Penalty: 4365.901855
	Iteration 20F: 3 clusters Score -562615.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -562627.875000 Penalty: 4365.901855
	Iteration 21Q: 3 clusters Score -562627.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -562633.875000 Penalty: 4365.901855
	Iteration 22Q: 3 clusters Score -562633.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -562638.812500 Penalty: 4365.901855
	Iteration 23Q: 3 clusters Score -562638.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -562645.625000 Penalty: 4365.901855
	Iteration 24Q: 3 clusters Score -562645.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -562650.937500 Penalty: 4365.901855
	Iteration 25Q: 3 clusters Score -562650.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -562654.312500 Penalty: 4365.901855
	Iteration 26Q: 3 clusters Score -562654.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -562656.687500 Penalty: 4365.901855
	Iteration 27Q: 3 clusters Score -562656.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -562659.187500 Penalty: 4365.901855
	Iteration 28Q: 3 clusters Score -562659.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -562660.625000 Penalty: 4365.901855
	Iteration 29Q: 3 clusters Score -562660.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -562662.687500 Penalty: 4365.901855
	Iteration 30Q: 3 clusters Score -562662.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -562665.062500 Penalty: 4365.901855
	Iteration 31Q: 3 clusters Score -562665.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -562665.375000 Penalty: 4365.901855
	Iteration 32Q: 3 clusters Score -562665.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -562666.375000 Penalty: 4365.901855
	Iteration 33Q: 3 clusters Score -562666.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -562666.000000 Penalty: 4365.901855
	Iteration 34Q: 3 clusters Score -562666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -562667.437500 Penalty: 4365.901855
	Iteration 35Q: 3 clusters Score -562667.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -562667.937500 Penalty: 4365.901855
	Iteration 36Q: 3 clusters Score -562667.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -562670.000000 Penalty: 4365.901855
	Iteration 37Q: 3 clusters Score -562670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -562670.937500 Penalty: 4365.901855
	Iteration 38Q: 3 clusters Score -562670.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -562671.250000 Penalty: 4365.901855
	Iteration 39Q: 3 clusters Score -562671.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -562673.687500 Penalty: 4365.901855
	Iteration 40F: 3 clusters Score -562673.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -562673.875000 Penalty: 4365.901855
	Iteration 41Q: 3 clusters Score -562673.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -562675.000000 Penalty: 4365.901855
	Iteration 42Q: 3 clusters Score -562675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -562674.000000 Penalty: 4365.901855
	Iteration 43Q: 3 clusters Score -562674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -562674.000000 Penalty: 4365.901855
	Iteration 44F: 3 clusters Score -562674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Entering Unmasked Estep 
Score: -996989.875000 Penalty: 2360.857910
	Iteration 0F: 2 clusters Score -996989.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -987048.375000 Penalty: 4721.715820
	Iteration 0F: 3 clusters Score -987048.4 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -990256.937500 Penalty: 4721.715820
	Iteration 1F: 3 clusters Score -990256.9 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -990850.937500 Penalty: 4721.715820
	Iteration 2F: 3 clusters Score -990850.9 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -991337.562500 Penalty: 4721.715820
	Iteration 3F: 3 clusters Score -991337.6 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -991766.437500 Penalty: 4721.715820
	Iteration 4F: 3 clusters Score -991766.4 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -992158.812500 Penalty: 4721.715820
	Iteration 5Q: 3 clusters Score -992158.8 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -992556.312500 Penalty: 4721.715820
	Iteration 6Q: 3 clusters Score -992556.3 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -992930.500000 Penalty: 4721.715820
	Iteration 7Q: 3 clusters Score -992930.5 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -993237.812500 Penalty: 4721.715820
	Iteration 8Q: 3 clusters Score -993237.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -993479.187500 Penalty: 4721.715820
	Iteration 9Q: 3 clusters Score -993479.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -993687.937500 Penalty: 4721.715820
	Iteration 10Q: 3 clusters Score -993687.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -993886.875000 Penalty: 4721.715820
	Iteration 11Q: 3 clusters Score -993886.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -994089.562500 Penalty: 4721.715820
	Iteration 12Q: 3 clusters Score -994089.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -994268.562500 Penalty: 4721.715820
	Iteration 13Q: 3 clusters Score -994268.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -994418.625000 Penalty: 4721.715820
	Iteration 14Q: 3 clusters Score -994418.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -994553.250000 Penalty: 4721.715820
	Iteration 15Q: 3 clusters Score -994553.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -994681.187500 Penalty: 4721.715820
	Iteration 16Q: 3 clusters Score -994681.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -994820.875000 Penalty: 4721.715820
	Iteration 17Q: 3 clusters Score -994820.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -994951.812500 Penalty: 4721.715820
	Iteration 18Q: 3 clusters Score -994951.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -995055.687500 Penalty: 4721.715820
	Iteration 19Q: 3 clusters Score -995055.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -995172.250000 Penalty: 4721.715820
	Iteration 20F: 3 clusters Score -995172.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -995285.250000 Penalty: 4721.715820
	Iteration 21Q: 3 clusters Score -995285.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -995399.062500 Penalty: 4721.715820
	Iteration 22Q: 3 clusters Score -995399.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -995498.937500 Penalty: 4721.715820
	Iteration 23Q: 3 clusters Score -995498.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -995581.562500 Penalty: 4721.715820
	Iteration 24Q: 3 clusters Score -995581.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -995646.312500 Penalty: 4721.715820
	Iteration 25Q: 3 clusters Score -995646.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -995702.625000 Penalty: 4721.715820
	Iteration 26Q: 3 clusters Score -995702.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -995747.812500 Penalty: 4721.715820
	Iteration 27Q: 3 clusters Score -995747.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -995794.187500 Penalty: 4721.715820
	Iteration 28Q: 3 clusters Score -995794.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -995834.500000 Penalty: 4721.715820
	Iteration 29Q: 3 clusters Score -995834.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -995870.375000 Penalty: 4721.715820
	Iteration 30Q: 3 clusters Score -995870.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -995909.187500 Penalty: 4721.715820
	Iteration 31Q: 3 clusters Score -995909.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -995937.312500 Penalty: 4721.715820
	Iteration 32Q: 3 clusters Score -995937.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -995963.937500 Penalty: 4721.715820
	Iteration 33Q: 3 clusters Score -995963.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -995981.000000 Penalty: 4721.715820
	Iteration 34Q: 3 clusters Score -995981 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -996004.312500 Penalty: 4721.715820
	Iteration 35Q: 3 clusters Score -996004.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -996022.625000 Penalty: 4721.715820
	Iteration 36Q: 3 clusters Score -996022.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -996042.437500 Penalty: 4721.715820
	Iteration 37Q: 3 clusters Score -996042.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -996059.437500 Penalty: 4721.715820
	Iteration 38Q: 3 clusters Score -996059.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -996073.187500 Penalty: 4721.715820
	Iteration 39Q: 3 clusters Score -996073.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -996087.875000 Penalty: 4721.715820
	Iteration 40F: 3 clusters Score -996087.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -996102.062500 Penalty: 4721.715820
	Iteration 41Q: 3 clusters Score -996102.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -996117.625000 Penalty: 4721.715820
	Iteration 42Q: 3 clusters Score -996117.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -996138.750000 Penalty: 4721.715820
	Iteration 43Q: 3 clusters Score -996138.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -996152.000000 Penalty: 4721.715820
	Iteration 44Q: 3 clusters Score -996152 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -996163.625000 Penalty: 4721.715820
	Iteration 45Q: 3 clusters Score -996163.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -996179.125000 Penalty: 4721.715820
	Iteration 46Q: 3 clusters Score -996179.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -996190.500000 Penalty: 4721.715820
	Iteration 47Q: 3 clusters Score -996190.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -996202.687500 Penalty: 4721.715820
	Iteration 48Q: 3 clusters Score -996202.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -996212.437500 Penalty: 4721.715820
	Iteration 49Q: 3 clusters Score -996212.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -996222.250000 Penalty: 4721.715820
	Iteration 50Q: 3 clusters Score -996222.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -996230.875000 Penalty: 4721.715820
	Iteration 51Q: 3 clusters Score -996230.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -996239.312500 Penalty: 4721.715820
	Iteration 52Q: 3 clusters Score -996239.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -996248.125000 Penalty: 4721.715820
	Iteration 53Q: 3 clusters Score -996248.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -996255.562500 Penalty: 4721.715820
	Iteration 54Q: 3 clusters Score -996255.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -996266.687500 Penalty: 4721.715820
	Iteration 55Q: 3 clusters Score -996266.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -996285.375000 Penalty: 4721.715820
	Iteration 56Q: 3 clusters Score -996285.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -996297.500000 Penalty: 4721.715820
	Iteration 57Q: 3 clusters Score -996297.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -996309.500000 Penalty: 4721.715820
	Iteration 58Q: 3 clusters Score -996309.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -996322.625000 Penalty: 4721.715820
	Iteration 59Q: 3 clusters Score -996322.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -996338.375000 Penalty: 4721.715820
	Iteration 60F: 3 clusters Score -996338.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -996346.375000 Penalty: 4721.715820
	Iteration 61Q: 3 clusters Score -996346.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -996357.187500 Penalty: 4721.715820
	Iteration 62Q: 3 clusters Score -996357.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -996366.687500 Penalty: 4721.715820
	Iteration 63Q: 3 clusters Score -996366.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -996377.500000 Penalty: 4721.715820
	Iteration 64Q: 3 clusters Score -996377.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -996385.875000 Penalty: 4721.715820
	Iteration 65Q: 3 clusters Score -996385.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -996395.437500 Penalty: 4721.715820
	Iteration 66Q: 3 clusters Score -996395.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -996403.812500 Penalty: 4721.715820
	Iteration 67Q: 3 clusters Score -996403.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -996415.000000 Penalty: 4721.715820
	Iteration 68Q: 3 clusters Score -996415 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -996425.312500 Penalty: 4721.715820
	Iteration 69Q: 3 clusters Score -996425.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -996431.625000 Penalty: 4721.715820
	Iteration 70Q: 3 clusters Score -996431.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -996437.437500 Penalty: 4721.715820
	Iteration 71Q: 3 clusters Score -996437.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -996441.687500 Penalty: 4721.715820
	Iteration 72Q: 3 clusters Score -996441.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -996448.250000 Penalty: 4721.715820
	Iteration 73Q: 3 clusters Score -996448.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -996449.250000 Penalty: 4721.715820
	Iteration 74Q: 3 clusters Score -996449.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -996449.437500 Penalty: 4721.715820
	Iteration 75Q: 3 clusters Score -996449.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -996450.187500 Penalty: 4721.715820
	Iteration 76Q: 3 clusters Score -996450.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -996451.812500 Penalty: 4721.715820
	Iteration 77Q: 3 clusters Score -996451.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -996454.125000 Penalty: 4721.715820
	Iteration 78Q: 3 clusters Score -996454.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -996454.250000 Penalty: 4721.715820
	Iteration 79Q: 3 clusters Score -996454.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -996456.562500 Penalty: 4721.715820
	Iteration 80F: 3 clusters Score -996456.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -996457.562500 Penalty: 4721.715820
	Iteration 81Q: 3 clusters Score -996457.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -996460.375000 Penalty: 4721.715820
	Iteration 82Q: 3 clusters Score -996460.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -996466.312500 Penalty: 4721.715820
	Iteration 83Q: 3 clusters Score -996466.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -996469.875000 Penalty: 4721.715820
	Iteration 84Q: 3 clusters Score -996469.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -996479.625000 Penalty: 4721.715820
	Iteration 85Q: 3 clusters Score -996479.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -996483.687500 Penalty: 4721.715820
	Iteration 86Q: 3 clusters Score -996483.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -996487.437500 Penalty: 4721.715820
	Iteration 87Q: 3 clusters Score -996487.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -996488.437500 Penalty: 4721.715820
	Iteration 88Q: 3 clusters Score -996488.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -996490.000000 Penalty: 4721.715820
	Iteration 89Q: 3 clusters Score -996490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -996490.562500 Penalty: 4721.715820
	Iteration 90Q: 3 clusters Score -996490.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -996492.312500 Penalty: 4721.715820
	Iteration 91Q: 3 clusters Score -996492.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -996495.750000 Penalty: 4721.715820
	Iteration 92Q: 3 clusters Score -996495.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -996497.937500 Penalty: 4721.715820
	Iteration 93Q: 3 clusters Score -996497.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -996496.125000 Penalty: 4721.715820
	Iteration 94Q: 3 clusters Score -996496.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -996496.125000 Penalty: 4721.715820
	Iteration 95F: 3 clusters Score -996496.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 672 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 990 members 
Mstep: Class 4 contains 52962 members 
Mstep: Class 5 contains 20545 members 
Mstep: Class 6 contains 15885 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 91041 members 
Mstep: Class 11 contains 16822 members 
Mstep: Class 12 contains 74704 members 
Mstep: Class 13 contains 11763 members 
Mstep: Class 14 contains 1740 members 
Mstep: Class 15 contains 25358 members 
Mstep: Class 16 contains 16747 members 
Mstep: Class 17 contains 19486 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 24646 members 
Mstep: Class 20 contains 31154 members 
Mstep: Class 21 contains 35635 members 
Mstep: Class 22 contains 20234 members 
Mstep: Class 23 contains 6649 members 
Mstep: Class 24 contains 13624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 25. Lose 1424.884277 but Gain 3318.726562
Score: -64587424.000000 Penalty: 112836.773438
Iteration 39Q: 35 clusters Score -6.458742e+07 nChanged 22458
Entering Unmasked Mstep 
Mstep: Class 0 contains 645 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 987 members 
Mstep: Class 3 contains 244 members 
Mstep: Class 4 contains 55282 members 
Mstep: Class 5 contains 21022 members 
Mstep: Class 6 contains 16366 members 
Mstep: Class 7 contains 3936 members 
Mstep: Class 8 contains 3963 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91044 members 
Mstep: Class 11 contains 16966 members 
Mstep: Class 12 contains 75069 members 
Mstep: Class 13 contains 12112 members 
Mstep: Class 14 contains 1898 members 
Mstep: Class 15 contains 25805 members 
Mstep: Class 16 contains 16975 members 
Mstep: Class 17 contains 19535 members 
Mstep: Class 18 contains 998 members 
Mstep: Class 19 contains 25501 members 
Mstep: Class 20 contains 31034 members 
Mstep: Class 21 contains 35478 members 
Mstep: Class 22 contains 20821 members 
Mstep: Class 23 contains 6899 members 
Mstep: Class 24 contains 13706 members 
Mstep: Class 26 contains 820 members 
Mstep: Class 27 contains 9597 members 
Mstep: Class 28 contains 52941 members 
Mstep: Class 29 contains 5592 members 
Mstep: Class 30 contains 13158 members 
Mstep: Class 31 contains 28853 members 
Mstep: Class 32 contains 18291 members 
Mstep: Class 33 contains 8060 members 
Mstep: Class 34 contains 7176 members 
Mstep: Class 35 contains 5356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64624984.000000 Penalty: 112836.773438
Iteration 40F: 35 clusters Score -6.462498e+07 nChanged 19548
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 766 members 
Mstep: Class 4 contains 54275 members 
Mstep: Class 5 contains 21188 members 
Mstep: Class 6 contains 15745 members 
Mstep: Class 7 contains 4088 members 
Mstep: Class 8 contains 4067 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 90988 members 
Mstep: Class 11 contains 16875 members 
Mstep: Class 12 contains 74009 members 
Mstep: Class 13 contains 11504 members 
Mstep: Class 14 contains 1639 members 
Mstep: Class 15 contains 24652 members 
Mstep: Class 16 contains 16999 members 
Mstep: Class 17 contains 19521 members 
Mstep: Class 18 contains 1079 members 
Mstep: Class 19 contains 26105 members 
Mstep: Class 20 contains 30115 members 
Mstep: Class 21 contains 35109 members 
Mstep: Class 22 contains 20431 members 
Mstep: Class 23 contains 7102 members 
Mstep: Class 24 contains 13682 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 9884 members 
Mstep: Class 28 contains 54213 members 
Mstep: Class 29 contains 6326 members 
Mstep: Class 30 contains 14188 members 
Mstep: Class 31 contains 29590 members 
Mstep: Class 32 contains 18343 members 
Mstep: Class 33 contains 8068 members 
Mstep: Class 34 contains 7405 members 
Mstep: Class 35 contains 6261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64659920.000000 Penalty: 112836.773438
Iteration 41Q: 35 clusters Score -6.465992e+07 nChanged 10027
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 53877 members 
Mstep: Class 5 contains 21391 members 
Mstep: Class 6 contains 15389 members 
Mstep: Class 7 contains 4129 members 
Mstep: Class 8 contains 4153 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91023 members 
Mstep: Class 11 contains 16822 members 
Mstep: Class 12 contains 73165 members 
Mstep: Class 13 contains 11236 members 
Mstep: Class 14 contains 1538 members 
Mstep: Class 15 contains 23934 members 
Mstep: Class 16 contains 17037 members 
Mstep: Class 17 contains 19627 members 
Mstep: Class 18 contains 1137 members 
Mstep: Class 19 contains 26720 members 
Mstep: Class 20 contains 29486 members 
Mstep: Class 21 contains 34950 members 
Mstep: Class 22 contains 20216 members 
Mstep: Class 23 contains 7252 members 
Mstep: Class 24 contains 13773 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9950 members 
Mstep: Class 28 contains 54688 members 
Mstep: Class 29 contains 6733 members 
Mstep: Class 30 contains 14752 members 
Mstep: Class 31 contains 29877 members 
Mstep: Class 32 contains 18195 members 
Mstep: Class 33 contains 7964 members 
Mstep: Class 34 contains 7599 members 
Mstep: Class 35 contains 6838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64663084.000000 Penalty: 112836.773438
Iteration 42Q: 35 clusters Score -6.466308e+07 nChanged 7362
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 797 members 
Mstep: Class 4 contains 53580 members 
Mstep: Class 5 contains 21574 members 
Mstep: Class 6 contains 15109 members 
Mstep: Class 7 contains 4129 members 
Mstep: Class 8 contains 4243 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91050 members 
Mstep: Class 11 contains 16772 members 
Mstep: Class 12 contains 72370 members 
Mstep: Class 13 contains 11081 members 
Mstep: Class 14 contains 1463 members 
Mstep: Class 15 contains 23398 members 
Mstep: Class 16 contains 17042 members 
Mstep: Class 17 contains 19762 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 27351 members 
Mstep: Class 20 contains 28991 members 
Mstep: Class 21 contains 34876 members 
Mstep: Class 22 contains 20058 members 
Mstep: Class 23 contains 7382 members 
Mstep: Class 24 contains 13870 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9976 members 
Mstep: Class 28 contains 54983 members 
Mstep: Class 29 contains 6996 members 
Mstep: Class 30 contains 15175 members 
Mstep: Class 31 contains 30005 members 
Mstep: Class 32 contains 18037 members 
Mstep: Class 33 contains 7871 members 
Mstep: Class 34 contains 7774 members 
Mstep: Class 35 contains 7328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64664868.000000 Penalty: 112836.773438
Iteration 43Q: 35 clusters Score -6.466487e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 53398 members 
Mstep: Class 5 contains 21717 members 
Mstep: Class 6 contains 14849 members 
Mstep: Class 7 contains 4131 members 
Mstep: Class 8 contains 4331 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91063 members 
Mstep: Class 11 contains 16730 members 
Mstep: Class 12 contains 71604 members 
Mstep: Class 13 contains 10980 members 
Mstep: Class 14 contains 1413 members 
Mstep: Class 15 contains 22918 members 
Mstep: Class 16 contains 17056 members 
Mstep: Class 17 contains 19892 members 
Mstep: Class 18 contains 1290 members 
Mstep: Class 19 contains 27998 members 
Mstep: Class 20 contains 28527 members 
Mstep: Class 21 contains 34800 members 
Mstep: Class 22 contains 19956 members 
Mstep: Class 23 contains 7518 members 
Mstep: Class 24 contains 13948 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9977 members 
Mstep: Class 28 contains 55165 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 15504 members 
Mstep: Class 31 contains 30051 members 
Mstep: Class 32 contains 17863 members 
Mstep: Class 33 contains 7816 members 
Mstep: Class 34 contains 7959 members 
Mstep: Class 35 contains 7825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64666372.000000 Penalty: 112836.773438
Iteration 44Q: 35 clusters Score -6.466637e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 53288 members 
Mstep: Class 5 contains 21847 members 
Mstep: Class 6 contains 14621 members 
Mstep: Class 7 contains 4126 members 
Mstep: Class 8 contains 4404 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91087 members 
Mstep: Class 11 contains 16680 members 
Mstep: Class 12 contains 70856 members 
Mstep: Class 13 contains 10890 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 15 contains 22516 members 
Mstep: Class 16 contains 17069 members 
Mstep: Class 17 contains 20004 members 
Mstep: Class 18 contains 1353 members 
Mstep: Class 19 contains 28669 members 
Mstep: Class 20 contains 28135 members 
Mstep: Class 21 contains 34734 members 
Mstep: Class 22 contains 19908 members 
Mstep: Class 23 contains 7641 members 
Mstep: Class 24 contains 14031 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9962 members 
Mstep: Class 28 contains 55222 members 
Mstep: Class 29 contains 7312 members 
Mstep: Class 30 contains 15776 members 
Mstep: Class 31 contains 30053 members 
Mstep: Class 32 contains 17696 members 
Mstep: Class 33 contains 7736 members 
Mstep: Class 34 contains 8133 members 
Mstep: Class 35 contains 8327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64667796.000000 Penalty: 112836.773438
Iteration 45Q: 35 clusters Score -6.46678e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 53196 members 
Mstep: Class 5 contains 21948 members 
Mstep: Class 6 contains 14420 members 
Mstep: Class 7 contains 4115 members 
Mstep: Class 8 contains 4468 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91099 members 
Mstep: Class 11 contains 16617 members 
Mstep: Class 12 contains 70075 members 
Mstep: Class 13 contains 10790 members 
Mstep: Class 14 contains 1350 members 
Mstep: Class 15 contains 22145 members 
Mstep: Class 16 contains 17088 members 
Mstep: Class 17 contains 20106 members 
Mstep: Class 18 contains 1397 members 
Mstep: Class 19 contains 29450 members 
Mstep: Class 20 contains 27811 members 
Mstep: Class 21 contains 34683 members 
Mstep: Class 22 contains 19854 members 
Mstep: Class 23 contains 7784 members 
Mstep: Class 24 contains 14106 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9942 members 
Mstep: Class 28 contains 55163 members 
Mstep: Class 29 contains 7414 members 
Mstep: Class 30 contains 16051 members 
Mstep: Class 31 contains 30018 members 
Mstep: Class 32 contains 17545 members 
Mstep: Class 33 contains 7670 members 
Mstep: Class 34 contains 8300 members 
Mstep: Class 35 contains 8847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64669076.000000 Penalty: 112836.773438
Iteration 46Q: 35 clusters Score -6.466908e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 53191 members 
Mstep: Class 5 contains 22030 members 
Mstep: Class 6 contains 14234 members 
Mstep: Class 7 contains 4107 members 
Mstep: Class 8 contains 4535 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91102 members 
Mstep: Class 11 contains 16541 members 
Mstep: Class 12 contains 69169 members 
Mstep: Class 13 contains 10718 members 
Mstep: Class 14 contains 1322 members 
Mstep: Class 15 contains 21780 members 
Mstep: Class 16 contains 17102 members 
Mstep: Class 17 contains 20183 members 
Mstep: Class 18 contains 1434 members 
Mstep: Class 19 contains 30307 members 
Mstep: Class 20 contains 27506 members 
Mstep: Class 21 contains 34649 members 
Mstep: Class 22 contains 19822 members 
Mstep: Class 23 contains 7941 members 
Mstep: Class 24 contains 14174 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9940 members 
Mstep: Class 28 contains 55102 members 
Mstep: Class 29 contains 7490 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 29966 members 
Mstep: Class 32 contains 17408 members 
Mstep: Class 33 contains 7614 members 
Mstep: Class 34 contains 8455 members 
Mstep: Class 35 contains 9338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64670256.000000 Penalty: 112836.773438
Iteration 47Q: 35 clusters Score -6.467026e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 53143 members 
Mstep: Class 5 contains 22090 members 
Mstep: Class 6 contains 14084 members 
Mstep: Class 7 contains 4098 members 
Mstep: Class 8 contains 4592 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91123 members 
Mstep: Class 11 contains 16459 members 
Mstep: Class 12 contains 68069 members 
Mstep: Class 13 contains 10650 members 
Mstep: Class 14 contains 1298 members 
Mstep: Class 15 contains 21489 members 
Mstep: Class 16 contains 17122 members 
Mstep: Class 17 contains 20267 members 
Mstep: Class 18 contains 1462 members 
Mstep: Class 19 contains 31353 members 
Mstep: Class 20 contains 27190 members 
Mstep: Class 21 contains 34603 members 
Mstep: Class 22 contains 19790 members 
Mstep: Class 23 contains 8116 members 
Mstep: Class 24 contains 14239 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9929 members 
Mstep: Class 28 contains 55049 members 
Mstep: Class 29 contains 7560 members 
Mstep: Class 30 contains 16478 members 
Mstep: Class 31 contains 29926 members 
Mstep: Class 32 contains 17249 members 
Mstep: Class 33 contains 7577 members 
Mstep: Class 34 contains 8603 members 
Mstep: Class 35 contains 9844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64671632.000000 Penalty: 112836.773438
Iteration 48Q: 35 clusters Score -6.467163e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 53110 members 
Mstep: Class 5 contains 22140 members 
Mstep: Class 6 contains 13937 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 4642 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91140 members 
Mstep: Class 11 contains 16408 members 
Mstep: Class 12 contains 66769 members 
Mstep: Class 13 contains 10583 members 
Mstep: Class 14 contains 1278 members 
Mstep: Class 15 contains 21209 members 
Mstep: Class 16 contains 17133 members 
Mstep: Class 17 contains 20352 members 
Mstep: Class 18 contains 1486 members 
Mstep: Class 19 contains 32635 members 
Mstep: Class 20 contains 26887 members 
Mstep: Class 21 contains 34541 members 
Mstep: Class 22 contains 19792 members 
Mstep: Class 23 contains 8273 members 
Mstep: Class 24 contains 14300 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9919 members 
Mstep: Class 28 contains 54971 members 
Mstep: Class 29 contains 7630 members 
Mstep: Class 30 contains 16631 members 
Mstep: Class 31 contains 29861 members 
Mstep: Class 32 contains 17066 members 
Mstep: Class 33 contains 7534 members 
Mstep: Class 34 contains 8739 members 
Mstep: Class 35 contains 10403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64673600.000000 Penalty: 112836.773438
Iteration 49Q: 35 clusters Score -6.46736e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 53110 members 
Mstep: Class 5 contains 22174 members 
Mstep: Class 6 contains 13814 members 
Mstep: Class 7 contains 4068 members 
Mstep: Class 8 contains 4697 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91171 members 
Mstep: Class 11 contains 16381 members 
Mstep: Class 12 contains 65090 members 
Mstep: Class 13 contains 10529 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 20939 members 
Mstep: Class 16 contains 17147 members 
Mstep: Class 17 contains 20440 members 
Mstep: Class 18 contains 1500 members 
Mstep: Class 19 contains 34298 members 
Mstep: Class 20 contains 26596 members 
Mstep: Class 21 contains 34464 members 
Mstep: Class 22 contains 19824 members 
Mstep: Class 23 contains 8422 members 
Mstep: Class 24 contains 14329 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9898 members 
Mstep: Class 28 contains 54907 members 
Mstep: Class 29 contains 7698 members 
Mstep: Class 30 contains 16801 members 
Mstep: Class 31 contains 29796 members 
Mstep: Class 32 contains 16832 members 
Mstep: Class 33 contains 7500 members 
Mstep: Class 34 contains 8848 members 
Mstep: Class 35 contains 10914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64676224.000000 Penalty: 112836.773438
Iteration 50Q: 35 clusters Score -6.467622e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 53064 members 
Mstep: Class 5 contains 22184 members 
Mstep: Class 6 contains 13702 members 
Mstep: Class 7 contains 4063 members 
Mstep: Class 8 contains 4760 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91207 members 
Mstep: Class 11 contains 16330 members 
Mstep: Class 12 contains 63252 members 
Mstep: Class 13 contains 10462 members 
Mstep: Class 14 contains 1252 members 
Mstep: Class 15 contains 20698 members 
Mstep: Class 16 contains 17154 members 
Mstep: Class 17 contains 20534 members 
Mstep: Class 18 contains 1505 members 
Mstep: Class 19 contains 36217 members 
Mstep: Class 20 contains 26326 members 
Mstep: Class 21 contains 34393 members 
Mstep: Class 22 contains 19852 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 14364 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9889 members 
Mstep: Class 28 contains 54845 members 
Mstep: Class 29 contains 7757 members 
Mstep: Class 30 contains 16978 members 
Mstep: Class 31 contains 29730 members 
Mstep: Class 32 contains 16555 members 
Mstep: Class 33 contains 7450 members 
Mstep: Class 34 contains 8942 members 
Mstep: Class 35 contains 11404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64679848.000000 Penalty: 112836.773438
Iteration 51Q: 35 clusters Score -6.467985e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 53067 members 
Mstep: Class 5 contains 22173 members 
Mstep: Class 6 contains 13585 members 
Mstep: Class 7 contains 4065 members 
Mstep: Class 8 contains 4809 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91220 members 
Mstep: Class 11 contains 16290 members 
Mstep: Class 12 contains 61678 members 
Mstep: Class 13 contains 10385 members 
Mstep: Class 14 contains 1256 members 
Mstep: Class 15 contains 20487 members 
Mstep: Class 16 contains 17147 members 
Mstep: Class 17 contains 20605 members 
Mstep: Class 18 contains 1508 members 
Mstep: Class 19 contains 37904 members 
Mstep: Class 20 contains 26097 members 
Mstep: Class 21 contains 34305 members 
Mstep: Class 22 contains 19901 members 
Mstep: Class 23 contains 8739 members 
Mstep: Class 24 contains 14400 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9878 members 
Mstep: Class 28 contains 54831 members 
Mstep: Class 29 contains 7782 members 
Mstep: Class 30 contains 17147 members 
Mstep: Class 31 contains 29677 members 
Mstep: Class 32 contains 16227 members 
Mstep: Class 33 contains 7425 members 
Mstep: Class 34 contains 9039 members 
Mstep: Class 35 contains 11825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64682884.000000 Penalty: 112836.773438
Iteration 52Q: 35 clusters Score -6.468288e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 53098 members 
Mstep: Class 5 contains 22133 members 
Mstep: Class 6 contains 13489 members 
Mstep: Class 7 contains 4063 members 
Mstep: Class 8 contains 4865 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91242 members 
Mstep: Class 11 contains 16228 members 
Mstep: Class 12 contains 60653 members 
Mstep: Class 13 contains 10330 members 
Mstep: Class 14 contains 1256 members 
Mstep: Class 15 contains 20300 members 
Mstep: Class 16 contains 17136 members 
Mstep: Class 17 contains 20665 members 
Mstep: Class 18 contains 1508 members 
Mstep: Class 19 contains 39101 members 
Mstep: Class 20 contains 25856 members 
Mstep: Class 21 contains 34224 members 
Mstep: Class 22 contains 19937 members 
Mstep: Class 23 contains 8907 members 
Mstep: Class 24 contains 14431 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9870 members 
Mstep: Class 28 contains 54787 members 
Mstep: Class 29 contains 7807 members 
Mstep: Class 30 contains 17325 members 
Mstep: Class 31 contains 29644 members 
Mstep: Class 32 contains 15848 members 
Mstep: Class 33 contains 7411 members 
Mstep: Class 34 contains 9118 members 
Mstep: Class 35 contains 12220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64685276.000000 Penalty: 112836.773438
Iteration 53Q: 35 clusters Score -6.468528e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 53155 members 
Mstep: Class 5 contains 22135 members 
Mstep: Class 6 contains 13407 members 
Mstep: Class 7 contains 4056 members 
Mstep: Class 8 contains 4922 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91262 members 
Mstep: Class 11 contains 16179 members 
Mstep: Class 12 contains 60042 members 
Mstep: Class 13 contains 10260 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 20117 members 
Mstep: Class 16 contains 17136 members 
Mstep: Class 17 contains 20724 members 
Mstep: Class 18 contains 1510 members 
Mstep: Class 19 contains 39872 members 
Mstep: Class 20 contains 25667 members 
Mstep: Class 21 contains 34137 members 
Mstep: Class 22 contains 19983 members 
Mstep: Class 23 contains 9082 members 
Mstep: Class 24 contains 14446 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9860 members 
Mstep: Class 28 contains 54683 members 
Mstep: Class 29 contains 7815 members 
Mstep: Class 30 contains 17510 members 
Mstep: Class 31 contains 29585 members 
Mstep: Class 32 contains 15499 members 
Mstep: Class 33 contains 7401 members 
Mstep: Class 34 contains 9184 members 
Mstep: Class 35 contains 12558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64686176.000000 Penalty: 112836.773438
Iteration 54Q: 35 clusters Score -6.468618e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 53174 members 
Mstep: Class 5 contains 22177 members 
Mstep: Class 6 contains 13360 members 
Mstep: Class 7 contains 4053 members 
Mstep: Class 8 contains 4977 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91273 members 
Mstep: Class 11 contains 16116 members 
Mstep: Class 12 contains 59677 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 19959 members 
Mstep: Class 16 contains 17138 members 
Mstep: Class 17 contains 20769 members 
Mstep: Class 18 contains 1510 members 
Mstep: Class 19 contains 40353 members 
Mstep: Class 20 contains 25516 members 
Mstep: Class 21 contains 34076 members 
Mstep: Class 22 contains 19998 members 
Mstep: Class 23 contains 9255 members 
Mstep: Class 24 contains 14468 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9855 members 
Mstep: Class 28 contains 54626 members 
Mstep: Class 29 contains 7821 members 
Mstep: Class 30 contains 17663 members 
Mstep: Class 31 contains 29542 members 
Mstep: Class 32 contains 15210 members 
Mstep: Class 33 contains 7392 members 
Mstep: Class 34 contains 9234 members 
Mstep: Class 35 contains 12794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64686848.000000 Penalty: 112836.773438
Iteration 55Q: 35 clusters Score -6.468685e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 53186 members 
Mstep: Class 5 contains 22231 members 
Mstep: Class 6 contains 13330 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 5018 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91275 members 
Mstep: Class 11 contains 16062 members 
Mstep: Class 12 contains 59468 members 
Mstep: Class 13 contains 10135 members 
Mstep: Class 14 contains 1287 members 
Mstep: Class 15 contains 19830 members 
Mstep: Class 16 contains 17130 members 
Mstep: Class 17 contains 20824 members 
Mstep: Class 18 contains 1510 members 
Mstep: Class 19 contains 40673 members 
Mstep: Class 20 contains 25388 members 
Mstep: Class 21 contains 33987 members 
Mstep: Class 22 contains 20005 members 
Mstep: Class 23 contains 9436 members 
Mstep: Class 24 contains 14498 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9845 members 
Mstep: Class 28 contains 54549 members 
Mstep: Class 29 contains 7827 members 
Mstep: Class 30 contains 17815 members 
Mstep: Class 31 contains 29488 members 
Mstep: Class 32 contains 14922 members 
Mstep: Class 33 contains 7383 members 
Mstep: Class 34 contains 9279 members 
Mstep: Class 35 contains 13023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64687288.000000 Penalty: 112836.773438
Iteration 56Q: 35 clusters Score -6.468729e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 53186 members 
Mstep: Class 5 contains 22286 members 
Mstep: Class 6 contains 13315 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 5061 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91290 members 
Mstep: Class 11 contains 15998 members 
Mstep: Class 12 contains 59358 members 
Mstep: Class 13 contains 10069 members 
Mstep: Class 14 contains 1280 members 
Mstep: Class 15 contains 19712 members 
Mstep: Class 16 contains 17123 members 
Mstep: Class 17 contains 20858 members 
Mstep: Class 18 contains 1511 members 
Mstep: Class 19 contains 40888 members 
Mstep: Class 20 contains 25295 members 
Mstep: Class 21 contains 33925 members 
Mstep: Class 22 contains 20018 members 
Mstep: Class 23 contains 9623 members 
Mstep: Class 24 contains 14522 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9848 members 
Mstep: Class 28 contains 54476 members 
Mstep: Class 29 contains 7819 members 
Mstep: Class 30 contains 17971 members 
Mstep: Class 31 contains 29441 members 
Mstep: Class 32 contains 14648 members 
Mstep: Class 33 contains 7362 members 
Mstep: Class 34 contains 9316 members 
Mstep: Class 35 contains 13221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64687220.000000 Penalty: 112836.773438
Iteration 57Q: 35 clusters Score -6.468722e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 53181 members 
Mstep: Class 5 contains 22342 members 
Mstep: Class 6 contains 13318 members 
Mstep: Class 7 contains 4022 members 
Mstep: Class 8 contains 5101 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91303 members 
Mstep: Class 11 contains 15923 members 
Mstep: Class 12 contains 59266 members 
Mstep: Class 13 contains 10014 members 
Mstep: Class 14 contains 1287 members 
Mstep: Class 15 contains 19595 members 
Mstep: Class 16 contains 17120 members 
Mstep: Class 17 contains 20907 members 
Mstep: Class 18 contains 1512 members 
Mstep: Class 19 contains 41028 members 
Mstep: Class 20 contains 25213 members 
Mstep: Class 21 contains 33860 members 
Mstep: Class 22 contains 20014 members 
Mstep: Class 23 contains 9815 members 
Mstep: Class 24 contains 14552 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9845 members 
Mstep: Class 28 contains 54424 members 
Mstep: Class 29 contains 7808 members 
Mstep: Class 30 contains 18125 members 
Mstep: Class 31 contains 29389 members 
Mstep: Class 32 contains 14430 members 
Mstep: Class 33 contains 7353 members 
Mstep: Class 34 contains 9345 members 
Mstep: Class 35 contains 13360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64687628.000000 Penalty: 112836.773438
Iteration 58Q: 35 clusters Score -6.468763e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 53193 members 
Mstep: Class 5 contains 22382 members 
Mstep: Class 6 contains 13308 members 
Mstep: Class 7 contains 4006 members 
Mstep: Class 8 contains 5144 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91318 members 
Mstep: Class 11 contains 15850 members 
Mstep: Class 12 contains 59197 members 
Mstep: Class 13 contains 9959 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 19463 members 
Mstep: Class 16 contains 17113 members 
Mstep: Class 17 contains 20935 members 
Mstep: Class 18 contains 1513 members 
Mstep: Class 19 contains 41124 members 
Mstep: Class 20 contains 25143 members 
Mstep: Class 21 contains 33813 members 
Mstep: Class 22 contains 20014 members 
Mstep: Class 23 contains 10026 members 
Mstep: Class 24 contains 14572 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9843 members 
Mstep: Class 28 contains 54362 members 
Mstep: Class 29 contains 7795 members 
Mstep: Class 30 contains 18224 members 
Mstep: Class 31 contains 29354 members 
Mstep: Class 32 contains 14278 members 
Mstep: Class 33 contains 7350 members 
Mstep: Class 34 contains 9372 members 
Mstep: Class 35 contains 13502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64687752.000000 Penalty: 112836.773438
Iteration 59Q: 35 clusters Score -6.468775e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 53167 members 
Mstep: Class 5 contains 22421 members 
Mstep: Class 6 contains 13317 members 
Mstep: Class 7 contains 3992 members 
Mstep: Class 8 contains 5192 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91319 members 
Mstep: Class 11 contains 15769 members 
Mstep: Class 12 contains 59191 members 
Mstep: Class 13 contains 9913 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 19341 members 
Mstep: Class 16 contains 17105 members 
Mstep: Class 17 contains 20959 members 
Mstep: Class 18 contains 1516 members 
Mstep: Class 19 contains 41205 members 
Mstep: Class 20 contains 25078 members 
Mstep: Class 21 contains 33771 members 
Mstep: Class 22 contains 19992 members 
Mstep: Class 23 contains 10231 members 
Mstep: Class 24 contains 14591 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9847 members 
Mstep: Class 28 contains 54292 members 
Mstep: Class 29 contains 7795 members 
Mstep: Class 30 contains 18331 members 
Mstep: Class 31 contains 29324 members 
Mstep: Class 32 contains 14125 members 
Mstep: Class 33 contains 7355 members 
Mstep: Class 34 contains 9396 members 
Mstep: Class 35 contains 13617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64692800.000000 Penalty: 112836.773438
Iteration 60F: 35 clusters Score -6.46928e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 850 members 
Mstep: Class 4 contains 52982 members 
Mstep: Class 5 contains 22444 members 
Mstep: Class 6 contains 13293 members 
Mstep: Class 7 contains 3978 members 
Mstep: Class 8 contains 5234 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91323 members 
Mstep: Class 11 contains 15691 members 
Mstep: Class 12 contains 59164 members 
Mstep: Class 13 contains 9865 members 
Mstep: Class 14 contains 1341 members 
Mstep: Class 15 contains 19220 members 
Mstep: Class 16 contains 17106 members 
Mstep: Class 17 contains 20982 members 
Mstep: Class 18 contains 1522 members 
Mstep: Class 19 contains 41365 members 
Mstep: Class 20 contains 25030 members 
Mstep: Class 21 contains 33737 members 
Mstep: Class 22 contains 19979 members 
Mstep: Class 23 contains 10441 members 
Mstep: Class 24 contains 14607 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9844 members 
Mstep: Class 28 contains 54013 members 
Mstep: Class 29 contains 7762 members 
Mstep: Class 30 contains 18407 members 
Mstep: Class 31 contains 29297 members 
Mstep: Class 32 contains 13997 members 
Mstep: Class 33 contains 7354 members 
Mstep: Class 34 contains 9438 members 
Mstep: Class 35 contains 14035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64693212.000000 Penalty: 112836.773438
Iteration 61Q: 35 clusters Score -6.469321e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 850 members 
Mstep: Class 4 contains 52872 members 
Mstep: Class 5 contains 22460 members 
Mstep: Class 6 contains 13286 members 
Mstep: Class 7 contains 3958 members 
Mstep: Class 8 contains 5271 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91327 members 
Mstep: Class 11 contains 15643 members 
Mstep: Class 12 contains 59181 members 
Mstep: Class 13 contains 9838 members 
Mstep: Class 14 contains 1366 members 
Mstep: Class 15 contains 19116 members 
Mstep: Class 16 contains 17091 members 
Mstep: Class 17 contains 21005 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 41482 members 
Mstep: Class 20 contains 24995 members 
Mstep: Class 21 contains 33694 members 
Mstep: Class 22 contains 19968 members 
Mstep: Class 23 contains 10628 members 
Mstep: Class 24 contains 14624 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9850 members 
Mstep: Class 28 contains 53720 members 
Mstep: Class 29 contains 7748 members 
Mstep: Class 30 contains 18487 members 
Mstep: Class 31 contains 29269 members 
Mstep: Class 32 contains 13871 members 
Mstep: Class 33 contains 7354 members 
Mstep: Class 34 contains 9472 members 
Mstep: Class 35 contains 14351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64693616.000000 Penalty: 112836.773438
Iteration 62Q: 35 clusters Score -6.469362e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 850 members 
Mstep: Class 4 contains 52785 members 
Mstep: Class 5 contains 22472 members 
Mstep: Class 6 contains 13298 members 
Mstep: Class 7 contains 3938 members 
Mstep: Class 8 contains 5304 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91344 members 
Mstep: Class 11 contains 15582 members 
Mstep: Class 12 contains 59197 members 
Mstep: Class 13 contains 9807 members 
Mstep: Class 14 contains 1370 members 
Mstep: Class 15 contains 19025 members 
Mstep: Class 16 contains 17097 members 
Mstep: Class 17 contains 21025 members 
Mstep: Class 18 contains 1527 members 
Mstep: Class 19 contains 41550 members 
Mstep: Class 20 contains 24956 members 
Mstep: Class 21 contains 33652 members 
Mstep: Class 22 contains 19965 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 14657 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9847 members 
Mstep: Class 28 contains 53491 members 
Mstep: Class 29 contains 7740 members 
Mstep: Class 30 contains 18526 members 
Mstep: Class 31 contains 29245 members 
Mstep: Class 32 contains 13779 members 
Mstep: Class 33 contains 7349 members 
Mstep: Class 34 contains 9507 members 
Mstep: Class 35 contains 14603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64693908.000000 Penalty: 112836.773438
Iteration 63Q: 35 clusters Score -6.469391e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 850 members 
Mstep: Class 4 contains 52734 members 
Mstep: Class 5 contains 22484 members 
Mstep: Class 6 contains 13321 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 5337 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91364 members 
Mstep: Class 11 contains 15509 members 
Mstep: Class 12 contains 59188 members 
Mstep: Class 13 contains 9782 members 
Mstep: Class 14 contains 1370 members 
Mstep: Class 15 contains 18933 members 
Mstep: Class 16 contains 17105 members 
Mstep: Class 17 contains 21045 members 
Mstep: Class 18 contains 1532 members 
Mstep: Class 19 contains 41589 members 
Mstep: Class 20 contains 24918 members 
Mstep: Class 21 contains 33593 members 
Mstep: Class 22 contains 19951 members 
Mstep: Class 23 contains 11001 members 
Mstep: Class 24 contains 14692 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9841 members 
Mstep: Class 28 contains 53305 members 
Mstep: Class 29 contains 7733 members 
Mstep: Class 30 contains 18577 members 
Mstep: Class 31 contains 29223 members 
Mstep: Class 32 contains 13693 members 
Mstep: Class 33 contains 7338 members 
Mstep: Class 34 contains 9540 members 
Mstep: Class 35 contains 14829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64694200.000000 Penalty: 112836.773438
Iteration 64Q: 35 clusters Score -6.46942e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 850 members 
Mstep: Class 4 contains 52701 members 
Mstep: Class 5 contains 22490 members 
Mstep: Class 6 contains 13338 members 
Mstep: Class 7 contains 3915 members 
Mstep: Class 8 contains 5378 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91391 members 
Mstep: Class 11 contains 15427 members 
Mstep: Class 12 contains 59200 members 
Mstep: Class 13 contains 9755 members 
Mstep: Class 14 contains 1383 members 
Mstep: Class 15 contains 18813 members 
Mstep: Class 16 contains 17107 members 
Mstep: Class 17 contains 21072 members 
Mstep: Class 18 contains 1532 members 
Mstep: Class 19 contains 41618 members 
Mstep: Class 20 contains 24888 members 
Mstep: Class 21 contains 33558 members 
Mstep: Class 22 contains 19953 members 
Mstep: Class 23 contains 11217 members 
Mstep: Class 24 contains 14715 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9821 members 
Mstep: Class 28 contains 53132 members 
Mstep: Class 29 contains 7724 members 
Mstep: Class 30 contains 18625 members 
Mstep: Class 31 contains 29199 members 
Mstep: Class 32 contains 13597 members 
Mstep: Class 33 contains 7332 members 
Mstep: Class 34 contains 9566 members 
Mstep: Class 35 contains 15004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64694368.000000 Penalty: 112836.773438
Iteration 65Q: 35 clusters Score -6.469437e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 850 members 
Mstep: Class 4 contains 52682 members 
Mstep: Class 5 contains 22496 members 
Mstep: Class 6 contains 13352 members 
Mstep: Class 7 contains 3909 members 
Mstep: Class 8 contains 5412 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91419 members 
Mstep: Class 11 contains 15350 members 
Mstep: Class 12 contains 59211 members 
Mstep: Class 13 contains 9693 members 
Mstep: Class 14 contains 1394 members 
Mstep: Class 15 contains 18710 members 
Mstep: Class 16 contains 17145 members 
Mstep: Class 17 contains 21091 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 41645 members 
Mstep: Class 20 contains 24869 members 
Mstep: Class 21 contains 33528 members 
Mstep: Class 22 contains 19946 members 
Mstep: Class 23 contains 11408 members 
Mstep: Class 24 contains 14722 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9800 members 
Mstep: Class 28 contains 52972 members 
Mstep: Class 29 contains 7717 members 
Mstep: Class 30 contains 18672 members 
Mstep: Class 31 contains 29188 members 
Mstep: Class 32 contains 13523 members 
Mstep: Class 33 contains 7324 members 
Mstep: Class 34 contains 9598 members 
Mstep: Class 35 contains 15144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64694464.000000 Penalty: 112836.773438
Iteration 66Q: 35 clusters Score -6.469446e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 850 members 
Mstep: Class 4 contains 52643 members 
Mstep: Class 5 contains 22499 members 
Mstep: Class 6 contains 13379 members 
Mstep: Class 7 contains 3906 members 
Mstep: Class 8 contains 5451 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91433 members 
Mstep: Class 11 contains 15275 members 
Mstep: Class 12 contains 59235 members 
Mstep: Class 13 contains 9673 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 18600 members 
Mstep: Class 16 contains 17173 members 
Mstep: Class 17 contains 21101 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 41663 members 
Mstep: Class 20 contains 24840 members 
Mstep: Class 21 contains 33504 members 
Mstep: Class 22 contains 19958 members 
Mstep: Class 23 contains 11601 members 
Mstep: Class 24 contains 14717 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9790 members 
Mstep: Class 28 contains 52854 members 
Mstep: Class 29 contains 7704 members 
Mstep: Class 30 contains 18694 members 
Mstep: Class 31 contains 29172 members 
Mstep: Class 32 contains 13452 members 
Mstep: Class 33 contains 7321 members 
Mstep: Class 34 contains 9623 members 
Mstep: Class 35 contains 15262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64694484.000000 Penalty: 112836.773438
Iteration 67Q: 35 clusters Score -6.469448e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 850 members 
Mstep: Class 4 contains 52595 members 
Mstep: Class 5 contains 22499 members 
Mstep: Class 6 contains 13409 members 
Mstep: Class 7 contains 3902 members 
Mstep: Class 8 contains 5488 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91450 members 
Mstep: Class 11 contains 15198 members 
Mstep: Class 12 contains 59235 members 
Mstep: Class 13 contains 9629 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 18488 members 
Mstep: Class 16 contains 17184 members 
Mstep: Class 17 contains 21112 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 41682 members 
Mstep: Class 20 contains 24807 members 
Mstep: Class 21 contains 33480 members 
Mstep: Class 22 contains 19966 members 
Mstep: Class 23 contains 11811 members 
Mstep: Class 24 contains 14717 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9776 members 
Mstep: Class 28 contains 52740 members 
Mstep: Class 29 contains 7698 members 
Mstep: Class 30 contains 18743 members 
Mstep: Class 31 contains 29160 members 
Mstep: Class 32 contains 13401 members 
Mstep: Class 33 contains 7314 members 
Mstep: Class 34 contains 9651 members 
Mstep: Class 35 contains 15378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64694432.000000 Penalty: 112836.773438
Iteration 68Q: 35 clusters Score -6.469443e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 850 members 
Mstep: Class 4 contains 52558 members 
Mstep: Class 5 contains 22496 members 
Mstep: Class 6 contains 13437 members 
Mstep: Class 7 contains 3897 members 
Mstep: Class 8 contains 5531 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91460 members 
Mstep: Class 11 contains 15090 members 
Mstep: Class 12 contains 59240 members 
Mstep: Class 13 contains 9590 members 
Mstep: Class 14 contains 1415 members 
Mstep: Class 15 contains 18374 members 
Mstep: Class 16 contains 17201 members 
Mstep: Class 17 contains 21121 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 41695 members 
Mstep: Class 20 contains 24789 members 
Mstep: Class 21 contains 33448 members 
Mstep: Class 22 contains 19962 members 
Mstep: Class 23 contains 12035 members 
Mstep: Class 24 contains 14734 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9770 members 
Mstep: Class 28 contains 52643 members 
Mstep: Class 29 contains 7690 members 
Mstep: Class 30 contains 18787 members 
Mstep: Class 31 contains 29154 members 
Mstep: Class 32 contains 13356 members 
Mstep: Class 33 contains 7312 members 
Mstep: Class 34 contains 9671 members 
Mstep: Class 35 contains 15464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64694588.000000 Penalty: 112836.773438
Iteration 69Q: 35 clusters Score -6.469459e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 850 members 
Mstep: Class 4 contains 52527 members 
Mstep: Class 5 contains 22499 members 
Mstep: Class 6 contains 13454 members 
Mstep: Class 7 contains 3893 members 
Mstep: Class 8 contains 5577 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91471 members 
Mstep: Class 11 contains 14958 members 
Mstep: Class 12 contains 59241 members 
Mstep: Class 13 contains 9571 members 
Mstep: Class 14 contains 1428 members 
Mstep: Class 15 contains 18300 members 
Mstep: Class 16 contains 17193 members 
Mstep: Class 17 contains 21133 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 41714 members 
Mstep: Class 20 contains 24776 members 
Mstep: Class 21 contains 33430 members 
Mstep: Class 22 contains 19954 members 
Mstep: Class 23 contains 12260 members 
Mstep: Class 24 contains 14754 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9762 members 
Mstep: Class 28 contains 52560 members 
Mstep: Class 29 contains 7681 members 
Mstep: Class 30 contains 18811 members 
Mstep: Class 31 contains 29145 members 
Mstep: Class 32 contains 13308 members 
Mstep: Class 33 contains 7308 members 
Mstep: Class 34 contains 9686 members 
Mstep: Class 35 contains 15526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64694784.000000 Penalty: 112836.773438
Iteration 70Q: 35 clusters Score -6.469478e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 850 members 
Mstep: Class 4 contains 52469 members 
Mstep: Class 5 contains 22509 members 
Mstep: Class 6 contains 13462 members 
Mstep: Class 7 contains 3893 members 
Mstep: Class 8 contains 5621 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91477 members 
Mstep: Class 11 contains 14818 members 
Mstep: Class 12 contains 59235 members 
Mstep: Class 13 contains 9540 members 
Mstep: Class 14 contains 1437 members 
Mstep: Class 15 contains 18228 members 
Mstep: Class 16 contains 17214 members 
Mstep: Class 17 contains 21146 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 41717 members 
Mstep: Class 20 contains 24767 members 
Mstep: Class 21 contains 33407 members 
Mstep: Class 22 contains 19951 members 
Mstep: Class 23 contains 12515 members 
Mstep: Class 24 contains 14750 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9769 members 
Mstep: Class 28 contains 52498 members 
Mstep: Class 29 contains 7675 members 
Mstep: Class 30 contains 18820 members 
Mstep: Class 31 contains 29131 members 
Mstep: Class 32 contains 13281 members 
Mstep: Class 33 contains 7307 members 
Mstep: Class 34 contains 9689 members 
Mstep: Class 35 contains 15594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64694900.000000 Penalty: 112836.773438
Iteration 71Q: 35 clusters Score -6.46949e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 850 members 
Mstep: Class 4 contains 52443 members 
Mstep: Class 5 contains 22510 members 
Mstep: Class 6 contains 13469 members 
Mstep: Class 7 contains 3889 members 
Mstep: Class 8 contains 5656 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91482 members 
Mstep: Class 11 contains 14684 members 
Mstep: Class 12 contains 59237 members 
Mstep: Class 13 contains 9501 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 18153 members 
Mstep: Class 16 contains 17228 members 
Mstep: Class 17 contains 21151 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 41715 members 
Mstep: Class 20 contains 24752 members 
Mstep: Class 21 contains 33389 members 
Mstep: Class 22 contains 19955 members 
Mstep: Class 23 contains 12748 members 
Mstep: Class 24 contains 14780 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9774 members 
Mstep: Class 28 contains 52440 members 
Mstep: Class 29 contains 7661 members 
Mstep: Class 30 contains 18820 members 
Mstep: Class 31 contains 29116 members 
Mstep: Class 32 contains 13260 members 
Mstep: Class 33 contains 7308 members 
Mstep: Class 34 contains 9692 members 
Mstep: Class 35 contains 15647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64695084.000000 Penalty: 112836.773438
Iteration 72Q: 35 clusters Score -6.469508e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 850 members 
Mstep: Class 4 contains 52447 members 
Mstep: Class 5 contains 22511 members 
Mstep: Class 6 contains 13474 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 5685 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91495 members 
Mstep: Class 11 contains 14563 members 
Mstep: Class 12 contains 59226 members 
Mstep: Class 13 contains 9477 members 
Mstep: Class 14 contains 1478 members 
Mstep: Class 15 contains 18071 members 
Mstep: Class 16 contains 17239 members 
Mstep: Class 17 contains 21158 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 41713 members 
Mstep: Class 20 contains 24726 members 
Mstep: Class 21 contains 33364 members 
Mstep: Class 22 contains 19947 members 
Mstep: Class 23 contains 12960 members 
Mstep: Class 24 contains 14822 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9784 members 
Mstep: Class 28 contains 52402 members 
Mstep: Class 29 contains 7636 members 
Mstep: Class 30 contains 18811 members 
Mstep: Class 31 contains 29102 members 
Mstep: Class 32 contains 13244 members 
Mstep: Class 33 contains 7306 members 
Mstep: Class 34 contains 9702 members 
Mstep: Class 35 contains 15693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64695172.000000 Penalty: 112836.773438
Iteration 73Q: 35 clusters Score -6.469517e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 850 members 
Mstep: Class 4 contains 52446 members 
Mstep: Class 5 contains 22516 members 
Mstep: Class 6 contains 13464 members 
Mstep: Class 7 contains 3883 members 
Mstep: Class 8 contains 5716 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91511 members 
Mstep: Class 11 contains 14447 members 
Mstep: Class 12 contains 59217 members 
Mstep: Class 13 contains 9460 members 
Mstep: Class 14 contains 1502 members 
Mstep: Class 15 contains 18000 members 
Mstep: Class 16 contains 17233 members 
Mstep: Class 17 contains 21161 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 41713 members 
Mstep: Class 20 contains 24710 members 
Mstep: Class 21 contains 33349 members 
Mstep: Class 22 contains 19944 members 
Mstep: Class 23 contains 13181 members 
Mstep: Class 24 contains 14834 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9786 members 
Mstep: Class 28 contains 52350 members 
Mstep: Class 29 contains 7599 members 
Mstep: Class 30 contains 18828 members 
Mstep: Class 31 contains 29090 members 
Mstep: Class 32 contains 13231 members 
Mstep: Class 33 contains 7306 members 
Mstep: Class 34 contains 9718 members 
Mstep: Class 35 contains 15725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64695500.000000 Penalty: 112836.773438
Iteration 74Q: 35 clusters Score -6.46955e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 850 members 
Mstep: Class 4 contains 52443 members 
Mstep: Class 5 contains 22517 members 
Mstep: Class 6 contains 13459 members 
Mstep: Class 7 contains 3880 members 
Mstep: Class 8 contains 5751 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91532 members 
Mstep: Class 11 contains 14333 members 
Mstep: Class 12 contains 59209 members 
Mstep: Class 13 contains 9442 members 
Mstep: Class 14 contains 1517 members 
Mstep: Class 15 contains 17931 members 
Mstep: Class 16 contains 17201 members 
Mstep: Class 17 contains 21165 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 41707 members 
Mstep: Class 20 contains 24699 members 
Mstep: Class 21 contains 33326 members 
Mstep: Class 22 contains 19934 members 
Mstep: Class 23 contains 13411 members 
Mstep: Class 24 contains 14849 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9791 members 
Mstep: Class 28 contains 52304 members 
Mstep: Class 29 contains 7577 members 
Mstep: Class 30 contains 18852 members 
Mstep: Class 31 contains 29081 members 
Mstep: Class 32 contains 13220 members 
Mstep: Class 33 contains 7301 members 
Mstep: Class 34 contains 9731 members 
Mstep: Class 35 contains 15757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64695744.000000 Penalty: 112836.773438
Iteration 75Q: 35 clusters Score -6.469574e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 850 members 
Mstep: Class 4 contains 52463 members 
Mstep: Class 5 contains 22520 members 
Mstep: Class 6 contains 13456 members 
Mstep: Class 7 contains 3878 members 
Mstep: Class 8 contains 5785 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91564 members 
Mstep: Class 11 contains 14211 members 
Mstep: Class 12 contains 59200 members 
Mstep: Class 13 contains 9420 members 
Mstep: Class 14 contains 1548 members 
Mstep: Class 15 contains 17863 members 
Mstep: Class 16 contains 17194 members 
Mstep: Class 17 contains 21170 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 41708 members 
Mstep: Class 20 contains 24670 members 
Mstep: Class 21 contains 33307 members 
Mstep: Class 22 contains 19908 members 
Mstep: Class 23 contains 13646 members 
Mstep: Class 24 contains 14857 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9778 members 
Mstep: Class 28 contains 52261 members 
Mstep: Class 29 contains 7556 members 
Mstep: Class 30 contains 18870 members 
Mstep: Class 31 contains 29073 members 
Mstep: Class 32 contains 13202 members 
Mstep: Class 33 contains 7300 members 
Mstep: Class 34 contains 9740 members 
Mstep: Class 35 contains 15772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64695712.000000 Penalty: 112836.773438
Iteration 76Q: 35 clusters Score -6.469571e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 850 members 
Mstep: Class 4 contains 52471 members 
Mstep: Class 5 contains 22524 members 
Mstep: Class 6 contains 13459 members 
Mstep: Class 7 contains 3875 members 
Mstep: Class 8 contains 5812 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91585 members 
Mstep: Class 11 contains 14076 members 
Mstep: Class 12 contains 59193 members 
Mstep: Class 13 contains 9397 members 
Mstep: Class 14 contains 1588 members 
Mstep: Class 15 contains 17794 members 
Mstep: Class 16 contains 17182 members 
Mstep: Class 17 contains 21173 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 41705 members 
Mstep: Class 20 contains 24657 members 
Mstep: Class 21 contains 33284 members 
Mstep: Class 22 contains 19897 members 
Mstep: Class 23 contains 13870 members 
Mstep: Class 24 contains 14882 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9762 members 
Mstep: Class 28 contains 52238 members 
Mstep: Class 29 contains 7541 members 
Mstep: Class 30 contains 18877 members 
Mstep: Class 31 contains 29066 members 
Mstep: Class 32 contains 13179 members 
Mstep: Class 33 contains 7298 members 
Mstep: Class 34 contains 9747 members 
Mstep: Class 35 contains 15788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64695844.000000 Penalty: 112836.773438
Iteration 77Q: 35 clusters Score -6.469584e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 850 members 
Mstep: Class 4 contains 52484 members 
Mstep: Class 5 contains 22530 members 
Mstep: Class 6 contains 13462 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 5839 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91603 members 
Mstep: Class 11 contains 13978 members 
Mstep: Class 12 contains 59185 members 
Mstep: Class 13 contains 9385 members 
Mstep: Class 14 contains 1622 members 
Mstep: Class 15 contains 17730 members 
Mstep: Class 16 contains 17161 members 
Mstep: Class 17 contains 21175 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 41702 members 
Mstep: Class 20 contains 24637 members 
Mstep: Class 21 contains 33261 members 
Mstep: Class 22 contains 19890 members 
Mstep: Class 23 contains 14061 members 
Mstep: Class 24 contains 14902 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9753 members 
Mstep: Class 28 contains 52224 members 
Mstep: Class 29 contains 7520 members 
Mstep: Class 30 contains 18893 members 
Mstep: Class 31 contains 29060 members 
Mstep: Class 32 contains 13149 members 
Mstep: Class 33 contains 7298 members 
Mstep: Class 34 contains 9757 members 
Mstep: Class 35 contains 15787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64696120.000000 Penalty: 112836.773438
Iteration 78Q: 35 clusters Score -6.469612e+07 nChanged 844
Entering ConstructFrom: 
Score: -64696120.000000 Penalty: 112836.773438
Entering ConstructFrom: 
Trying to split cluster 1 (1050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Entering Unmasked Estep 
Score: -100957.726562 Penalty: 1725.223267
	Iteration 0F: 2 clusters Score -100957.7 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 528 members 
Entering Unmasked Estep 
Score: -98968.773438 Penalty: 3450.446533
	Iteration 0F: 3 clusters Score -98968.77 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -99323.867188 Penalty: 3450.446533
	Iteration 1F: 3 clusters Score -99323.87 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -99458.882812 Penalty: 3450.446533
	Iteration 2F: 3 clusters Score -99458.88 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -99557.625000 Penalty: 3450.446533
	Iteration 3F: 3 clusters Score -99557.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -99633.203125 Penalty: 3450.446533
	Iteration 4Q: 3 clusters Score -99633.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -99751.320312 Penalty: 3450.446533
	Iteration 5Q: 3 clusters Score -99751.32 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -99854.812500 Penalty: 3450.446533
	Iteration 6Q: 3 clusters Score -99854.81 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -100054.382812 Penalty: 3450.446533
	Iteration 7Q: 3 clusters Score -100054.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -100165.515625 Penalty: 3450.446533
	Iteration 8Q: 3 clusters Score -100165.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -100241.750000 Penalty: 3450.446533
	Iteration 9Q: 3 clusters Score -100241.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -100314.109375 Penalty: 3450.446533
	Iteration 10Q: 3 clusters Score -100314.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -100346.742188 Penalty: 3450.446533
	Iteration 11Q: 3 clusters Score -100346.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -100368.507812 Penalty: 3450.446533
	Iteration 12Q: 3 clusters Score -100368.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -100403.937500 Penalty: 3450.446533
	Iteration 13Q: 3 clusters Score -100403.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -100442.601562 Penalty: 3450.446533
	Iteration 14Q: 3 clusters Score -100442.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -100468.125000 Penalty: 3450.446533
	Iteration 15Q: 3 clusters Score -100468.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -100475.406250 Penalty: 3450.446533
	Iteration 16Q: 3 clusters Score -100475.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -100492.562500 Penalty: 3450.446533
	Iteration 17Q: 3 clusters Score -100492.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -100502.414062 Penalty: 3450.446533
	Iteration 18Q: 3 clusters Score -100502.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -100508.804688 Penalty: 3450.446533
	Iteration 19Q: 3 clusters Score -100508.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -100512.242188 Penalty: 3450.446533
	Iteration 20F: 3 clusters Score -100512.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -100513.437500 Penalty: 3450.446533
	Iteration 21Q: 3 clusters Score -100513.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -100513.437500 Penalty: 3450.446533
	Iteration 22F: 3 clusters Score -100513.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -108658.406250 Penalty: 1709.375122
	Iteration 0F: 2 clusters Score -108658.4 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 504 members 
Entering Unmasked Estep 
Score: -106721.492188 Penalty: 3418.750244
	Iteration 0F: 3 clusters Score -106721.5 nChanged 260
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: -106996.218750 Penalty: 3418.750244
	Iteration 1F: 3 clusters Score -106996.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -107071.648438 Penalty: 3418.750244
	Iteration 2F: 3 clusters Score -107071.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -107109.039062 Penalty: 3418.750244
	Iteration 3Q: 3 clusters Score -107109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -107128.421875 Penalty: 3418.750244
	Iteration 4Q: 3 clusters Score -107128.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -107139.726562 Penalty: 3418.750244
	Iteration 5Q: 3 clusters Score -107139.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -107150.203125 Penalty: 3418.750244
	Iteration 6Q: 3 clusters Score -107150.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -107154.445312 Penalty: 3418.750244
	Iteration 7Q: 3 clusters Score -107154.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -107158.468750 Penalty: 3418.750244
	Iteration 8Q: 3 clusters Score -107158.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -107166.265625 Penalty: 3418.750244
	Iteration 9Q: 3 clusters Score -107166.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -107168.625000 Penalty: 3418.750244
	Iteration 10Q: 3 clusters Score -107168.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -107168.625000 Penalty: 3418.750244
	Iteration 11F: 3 clusters Score -107168.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Entering Unmasked Estep 
Score: -72628.085938 Penalty: 1672.818604
	Iteration 0F: 2 clusters Score -72628.09 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 422 members 
Entering Unmasked Estep 
Score: -70964.921875 Penalty: 3345.637207
	Iteration 0F: 3 clusters Score -70964.92 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -71844.710938 Penalty: 3345.637207
	Iteration 1F: 3 clusters Score -71844.71 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -72510.289062 Penalty: 3345.637207
	Iteration 2F: 3 clusters Score -72510.29 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -73505.148438 Penalty: 3345.637207
	Iteration 3F: 3 clusters Score -73505.15 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -73639.078125 Penalty: 3345.637207
	Iteration 4F: 3 clusters Score -73639.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -73693.585938 Penalty: 3345.637207
	Iteration 5Q: 3 clusters Score -73693.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -73795.867188 Penalty: 3345.637207
	Iteration 6Q: 3 clusters Score -73795.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -74039.234375 Penalty: 3345.637207
	Iteration 7Q: 3 clusters Score -74039.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -74242.257812 Penalty: 3345.637207
	Iteration 8Q: 3 clusters Score -74242.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -74333.718750 Penalty: 3345.637207
	Iteration 9Q: 3 clusters Score -74333.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -74337.984375 Penalty: 3345.637207
	Iteration 10Q: 3 clusters Score -74337.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -74341.828125 Penalty: 3345.637207
	Iteration 11Q: 3 clusters Score -74341.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -74378.148438 Penalty: 3345.637207
	Iteration 12Q: 3 clusters Score -74378.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -74428.492188 Penalty: 3345.637207
	Iteration 13Q: 3 clusters Score -74428.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -74437.039062 Penalty: 3345.637207
	Iteration 14Q: 3 clusters Score -74437.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -74437.039062 Penalty: 3345.637207
	Iteration 15F: 3 clusters Score -74437.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 52480 members 
Mstep: Class 5 contains 22531 members 
Mstep: Class 6 contains 13465 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 5871 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91623 members 
Mstep: Class 11 contains 13888 members 
Mstep: Class 12 contains 59181 members 
Mstep: Class 13 contains 9366 members 
Mstep: Class 14 contains 1666 members 
Mstep: Class 15 contains 17667 members 
Mstep: Class 16 contains 17129 members 
Mstep: Class 17 contains 21177 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 41695 members 
Mstep: Class 20 contains 24614 members 
Mstep: Class 21 contains 33241 members 
Mstep: Class 22 contains 19880 members 
Mstep: Class 23 contains 14265 members 
Mstep: Class 24 contains 14917 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9735 members 
Mstep: Class 28 contains 52219 members 
Mstep: Class 29 contains 7502 members 
Mstep: Class 30 contains 18905 members 
Mstep: Class 31 contains 29054 members 
Mstep: Class 32 contains 13131 members 
Mstep: Class 33 contains 7295 members 
Mstep: Class 34 contains 9764 members 
Mstep: Class 35 contains 15787 members 
Entering Unmasked Estep 
Score: -64696512.000000 Penalty: 116155.500000
Splitting cluster 3 changes total score from -64696120.000000 to -64696512.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 4 (52480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52480 members 
Entering Unmasked Estep 
Score: -5189063.500000 Penalty: 2695.310303
	Iteration 0F: 2 clusters Score -5189064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -5153549.500000 Penalty: 5390.620605
	Iteration 0F: 3 clusters Score -5153550 nChanged 24386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -5167311.000000 Penalty: 5390.620605
	Iteration 1F: 3 clusters Score -5167311 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -5168291.500000 Penalty: 5390.620605
	Iteration 2Q: 3 clusters Score -5168292 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -5169265.500000 Penalty: 5390.620605
	Iteration 3Q: 3 clusters Score -5169266 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -5170343.500000 Penalty: 5390.620605
	Iteration 4Q: 3 clusters Score -5170344 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -5171472.000000 Penalty: 5390.620605
	Iteration 5Q: 3 clusters Score -5171472 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -5172661.000000 Penalty: 5390.620605
	Iteration 6Q: 3 clusters Score -5172661 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -5173996.000000 Penalty: 5390.620605
	Iteration 7Q: 3 clusters Score -5173996 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -5175544.500000 Penalty: 5390.620605
	Iteration 8F: 3 clusters Score -5175544 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -5177098.000000 Penalty: 5390.620605
	Iteration 9F: 3 clusters Score -5177098 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -5178585.500000 Penalty: 5390.620605
	Iteration 10Q: 3 clusters Score -5178586 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -5179783.500000 Penalty: 5390.620605
	Iteration 11Q: 3 clusters Score -5179784 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -5180609.000000 Penalty: 5390.620605
	Iteration 12Q: 3 clusters Score -5180609 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -5181305.500000 Penalty: 5390.620605
	Iteration 13Q: 3 clusters Score -5181306 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -5181848.500000 Penalty: 5390.620605
	Iteration 14Q: 3 clusters Score -5181848 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -5182333.500000 Penalty: 5390.620605
	Iteration 15Q: 3 clusters Score -5182334 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -5182771.500000 Penalty: 5390.620605
	Iteration 16Q: 3 clusters Score -5182772 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -5183158.500000 Penalty: 5390.620605
	Iteration 17Q: 3 clusters Score -5183158 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -5183426.000000 Penalty: 5390.620605
	Iteration 18Q: 3 clusters Score -5183426 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -5183672.500000 Penalty: 5390.620605
	Iteration 19Q: 3 clusters Score -5183672 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -5183842.500000 Penalty: 5390.620605
	Iteration 20F: 3 clusters Score -5183842 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -5184046.000000 Penalty: 5390.620605
	Iteration 21Q: 3 clusters Score -5184046 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -5184194.000000 Penalty: 5390.620605
	Iteration 22Q: 3 clusters Score -5184194 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -5184325.500000 Penalty: 5390.620605
	Iteration 23Q: 3 clusters Score -5184326 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -5184440.000000 Penalty: 5390.620605
	Iteration 24Q: 3 clusters Score -5184440 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -5184549.500000 Penalty: 5390.620605
	Iteration 25Q: 3 clusters Score -5184550 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -5184677.500000 Penalty: 5390.620605
	Iteration 26Q: 3 clusters Score -5184678 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -5184831.000000 Penalty: 5390.620605
	Iteration 27Q: 3 clusters Score -5184831 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -5184957.000000 Penalty: 5390.620605
	Iteration 28Q: 3 clusters Score -5184957 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -5185047.000000 Penalty: 5390.620605
	Iteration 29Q: 3 clusters Score -5185047 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -5185134.500000 Penalty: 5390.620605
	Iteration 30Q: 3 clusters Score -5185134 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -5185199.500000 Penalty: 5390.620605
	Iteration 31Q: 3 clusters Score -5185200 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -5185311.500000 Penalty: 5390.620605
	Iteration 32Q: 3 clusters Score -5185312 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -5185404.000000 Penalty: 5390.620605
	Iteration 33Q: 3 clusters Score -5185404 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -5185527.500000 Penalty: 5390.620605
	Iteration 34Q: 3 clusters Score -5185528 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -5185616.500000 Penalty: 5390.620605
	Iteration 35Q: 3 clusters Score -5185616 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 43871 members 
Entering Unmasked Estep 
Score: -5185728.000000 Penalty: 5390.620605
	Iteration 36Q: 3 clusters Score -5185728 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
Score: -5185844.000000 Penalty: 5390.620605
	Iteration 37Q: 3 clusters Score -5185844 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 44678 members 
Entering Unmasked Estep 
Score: -5185956.000000 Penalty: 5390.620605
	Iteration 38Q: 3 clusters Score -5185956 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -5186046.500000 Penalty: 5390.620605
	Iteration 39Q: 3 clusters Score -5186046 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -5186126.000000 Penalty: 5390.620605
	Iteration 40F: 3 clusters Score -5186126 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -5186193.000000 Penalty: 5390.620605
	Iteration 41Q: 3 clusters Score -5186193 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 45984 members 
Entering Unmasked Estep 
Score: -5186256.500000 Penalty: 5390.620605
	Iteration 42Q: 3 clusters Score -5186256 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -5186325.000000 Penalty: 5390.620605
	Iteration 43Q: 3 clusters Score -5186325 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -5186414.000000 Penalty: 5390.620605
	Iteration 44Q: 3 clusters Score -5186414 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -5186491.500000 Penalty: 5390.620605
	Iteration 45Q: 3 clusters Score -5186492 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -5186527.000000 Penalty: 5390.620605
	Iteration 46Q: 3 clusters Score -5186527 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -5186584.000000 Penalty: 5390.620605
	Iteration 47Q: 3 clusters Score -5186584 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -5186625.500000 Penalty: 5390.620605
	Iteration 48Q: 3 clusters Score -5186626 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 47676 members 
Entering Unmasked Estep 
Score: -5186675.500000 Penalty: 5390.620605
	Iteration 49Q: 3 clusters Score -5186676 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 47862 members 
Entering Unmasked Estep 
Score: -5186717.000000 Penalty: 5390.620605
	Iteration 50Q: 3 clusters Score -5186717 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 48052 members 
Entering Unmasked Estep 
Score: -5186769.500000 Penalty: 5390.620605
	Iteration 51Q: 3 clusters Score -5186770 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 48230 members 
Entering Unmasked Estep 
Score: -5186807.000000 Penalty: 5390.620605
	Iteration 52Q: 3 clusters Score -5186807 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
Score: -5186871.000000 Penalty: 5390.620605
	Iteration 53Q: 3 clusters Score -5186871 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 48559 members 
Entering Unmasked Estep 
Score: -5186900.000000 Penalty: 5390.620605
	Iteration 54Q: 3 clusters Score -5186900 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -5186927.500000 Penalty: 5390.620605
	Iteration 55Q: 3 clusters Score -5186928 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 48833 members 
Entering Unmasked Estep 
Score: -5186940.500000 Penalty: 5390.620605
	Iteration 56Q: 3 clusters Score -5186940 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -5186966.500000 Penalty: 5390.620605
	Iteration 57Q: 3 clusters Score -5186966 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 49067 members 
Entering Unmasked Estep 
Score: -5187007.000000 Penalty: 5390.620605
	Iteration 58Q: 3 clusters Score -5187007 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 49144 members 
Entering Unmasked Estep 
Score: -5187033.500000 Penalty: 5390.620605
	Iteration 59Q: 3 clusters Score -5187034 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 49233 members 
Entering Unmasked Estep 
Score: -5187057.000000 Penalty: 5390.620605
	Iteration 60F: 3 clusters Score -5187057 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 49300 members 
Entering Unmasked Estep 
Score: -5187074.000000 Penalty: 5390.620605
	Iteration 61Q: 3 clusters Score -5187074 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 49352 members 
Entering Unmasked Estep 
Score: -5187093.500000 Penalty: 5390.620605
	Iteration 62Q: 3 clusters Score -5187094 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 49403 members 
Entering Unmasked Estep 
Score: -5187104.000000 Penalty: 5390.620605
	Iteration 63Q: 3 clusters Score -5187104 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 49460 members 
Entering Unmasked Estep 
Score: -5187137.500000 Penalty: 5390.620605
	Iteration 64Q: 3 clusters Score -5187138 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 49513 members 
Entering Unmasked Estep 
Score: -5187137.000000 Penalty: 5390.620605
	Iteration 65Q: 3 clusters Score -5187137 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 49553 members 
Entering Unmasked Estep 
Score: -5187134.500000 Penalty: 5390.620605
	Iteration 66Q: 3 clusters Score -5187134 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 49603 members 
Entering Unmasked Estep 
Score: -5187147.000000 Penalty: 5390.620605
	Iteration 67Q: 3 clusters Score -5187147 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -5187162.500000 Penalty: 5390.620605
	Iteration 68Q: 3 clusters Score -5187162 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 49698 members 
Entering Unmasked Estep 
Score: -5187178.500000 Penalty: 5390.620605
	Iteration 69Q: 3 clusters Score -5187178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 49726 members 
Entering Unmasked Estep 
Score: -5187185.000000 Penalty: 5390.620605
	Iteration 70Q: 3 clusters Score -5187185 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 49761 members 
Entering Unmasked Estep 
Score: -5187180.000000 Penalty: 5390.620605
	Iteration 71Q: 3 clusters Score -5187180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 49785 members 
Entering Unmasked Estep 
Score: -5187192.500000 Penalty: 5390.620605
	Iteration 72Q: 3 clusters Score -5187192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
Score: -5187196.500000 Penalty: 5390.620605
	Iteration 73Q: 3 clusters Score -5187196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 49814 members 
Entering Unmasked Estep 
Score: -5187207.000000 Penalty: 5390.620605
	Iteration 74Q: 3 clusters Score -5187207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 49827 members 
Entering Unmasked Estep 
Score: -5187210.500000 Penalty: 5390.620605
	Iteration 75Q: 3 clusters Score -5187210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 49846 members 
Entering Unmasked Estep 
Score: -5187202.500000 Penalty: 5390.620605
	Iteration 76Q: 3 clusters Score -5187202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 49867 members 
Entering Unmasked Estep 
Score: -5187212.000000 Penalty: 5390.620605
	Iteration 77Q: 3 clusters Score -5187212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
Score: -5187209.000000 Penalty: 5390.620605
	Iteration 78Q: 3 clusters Score -5187209 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 49906 members 
Entering Unmasked Estep 
Score: -5187218.000000 Penalty: 5390.620605
	Iteration 79Q: 3 clusters Score -5187218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 49928 members 
Entering Unmasked Estep 
Score: -5187218.000000 Penalty: 5390.620605
	Iteration 80F: 3 clusters Score -5187218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 49954 members 
Entering Unmasked Estep 
Score: -5187212.500000 Penalty: 5390.620605
	Iteration 81Q: 3 clusters Score -5187212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 49979 members 
Entering Unmasked Estep 
Score: -5187217.500000 Penalty: 5390.620605
	Iteration 82Q: 3 clusters Score -5187218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -5187215.000000 Penalty: 5390.620605
	Iteration 83Q: 3 clusters Score -5187215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
Score: -5187211.500000 Penalty: 5390.620605
	Iteration 84Q: 3 clusters Score -5187212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 50026 members 
Entering Unmasked Estep 
Score: -5187214.500000 Penalty: 5390.620605
	Iteration 85Q: 3 clusters Score -5187214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 50034 members 
Entering Unmasked Estep 
Score: -5187209.500000 Penalty: 5390.620605
	Iteration 86Q: 3 clusters Score -5187210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 50042 members 
Entering Unmasked Estep 
Score: -5187216.000000 Penalty: 5390.620605
	Iteration 87Q: 3 clusters Score -5187216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 50048 members 
Entering Unmasked Estep 
Score: -5187209.500000 Penalty: 5390.620605
	Iteration 88Q: 3 clusters Score -5187210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 50052 members 
Entering Unmasked Estep 
Score: -5187213.000000 Penalty: 5390.620605
	Iteration 89Q: 3 clusters Score -5187213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -5187218.000000 Penalty: 5390.620605
	Iteration 90Q: 3 clusters Score -5187218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 50059 members 
Entering Unmasked Estep 
Score: -5187219.500000 Penalty: 5390.620605
	Iteration 91Q: 3 clusters Score -5187220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 50064 members 
Entering Unmasked Estep 
Score: -5187216.500000 Penalty: 5390.620605
	Iteration 92Q: 3 clusters Score -5187216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 50068 members 
Entering Unmasked Estep 
Score: -5187219.500000 Penalty: 5390.620605
	Iteration 93Q: 3 clusters Score -5187220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 50074 members 
Entering Unmasked Estep 
Score: -5187229.500000 Penalty: 5390.620605
	Iteration 94Q: 3 clusters Score -5187230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 50079 members 
Entering Unmasked Estep 
Score: -5187223.500000 Penalty: 5390.620605
	Iteration 95Q: 3 clusters Score -5187224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 50084 members 
Entering Unmasked Estep 
Score: -5187227.500000 Penalty: 5390.620605
	Iteration 96Q: 3 clusters Score -5187228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 50095 members 
Entering Unmasked Estep 
Score: -5187234.500000 Penalty: 5390.620605
	Iteration 97Q: 3 clusters Score -5187234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 50111 members 
Entering Unmasked Estep 
Score: -5187241.000000 Penalty: 5390.620605
	Iteration 98Q: 3 clusters Score -5187241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
Score: -5187245.500000 Penalty: 5390.620605
	Iteration 99Q: 3 clusters Score -5187246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 50127 members 
Entering Unmasked Estep 
Score: -5187247.500000 Penalty: 5390.620605
	Iteration 100F: 3 clusters Score -5187248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -5187250.000000 Penalty: 5390.620605
	Iteration 101Q: 3 clusters Score -5187250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -5187250.000000 Penalty: 5390.620605
	Iteration 102F: 3 clusters Score -5187250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Entering Unmasked Estep 
Score: -2467685.500000 Penalty: 2485.616699
	Iteration 0F: 2 clusters Score -2467686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2451835.500000 Penalty: 4971.233398
	Iteration 0F: 3 clusters Score -2451836 nChanged 9920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2457242.000000 Penalty: 4971.233398
	Iteration 1F: 3 clusters Score -2457242 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2457656.750000 Penalty: 4971.233398
	Iteration 2F: 3 clusters Score -2457657 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2458024.750000 Penalty: 4971.233398
	Iteration 3Q: 3 clusters Score -2458025 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2458400.750000 Penalty: 4971.233398
	Iteration 4Q: 3 clusters Score -2458401 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2458864.500000 Penalty: 4971.233398
	Iteration 5Q: 3 clusters Score -2458864 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2459399.500000 Penalty: 4971.233398
	Iteration 6Q: 3 clusters Score -2459400 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2460097.000000 Penalty: 4971.233398
	Iteration 7F: 3 clusters Score -2460097 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2460941.250000 Penalty: 4971.233398
	Iteration 8F: 3 clusters Score -2460941 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2461879.500000 Penalty: 4971.233398
	Iteration 9F: 3 clusters Score -2461880 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -2462763.250000 Penalty: 4971.233398
	Iteration 10F: 3 clusters Score -2462763 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2463581.500000 Penalty: 4971.233398
	Iteration 11Q: 3 clusters Score -2463582 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2464212.500000 Penalty: 4971.233398
	Iteration 12Q: 3 clusters Score -2464212 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2464627.000000 Penalty: 4971.233398
	Iteration 13Q: 3 clusters Score -2464627 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2464900.000000 Penalty: 4971.233398
	Iteration 14Q: 3 clusters Score -2464900 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2465075.500000 Penalty: 4971.233398
	Iteration 15Q: 3 clusters Score -2465076 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2465176.500000 Penalty: 4971.233398
	Iteration 16Q: 3 clusters Score -2465176 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2465260.750000 Penalty: 4971.233398
	Iteration 17Q: 3 clusters Score -2465261 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2465321.500000 Penalty: 4971.233398
	Iteration 18Q: 3 clusters Score -2465322 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2465365.500000 Penalty: 4971.233398
	Iteration 19Q: 3 clusters Score -2465366 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2465394.000000 Penalty: 4971.233398
	Iteration 20F: 3 clusters Score -2465394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2465419.750000 Penalty: 4971.233398
	Iteration 21Q: 3 clusters Score -2465420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2465438.000000 Penalty: 4971.233398
	Iteration 22Q: 3 clusters Score -2465438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2465451.500000 Penalty: 4971.233398
	Iteration 23Q: 3 clusters Score -2465452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2465463.250000 Penalty: 4971.233398
	Iteration 24Q: 3 clusters Score -2465463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2465477.750000 Penalty: 4971.233398
	Iteration 25Q: 3 clusters Score -2465478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2465481.750000 Penalty: 4971.233398
	Iteration 26Q: 3 clusters Score -2465482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2465495.250000 Penalty: 4971.233398
	Iteration 27Q: 3 clusters Score -2465495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2465498.250000 Penalty: 4971.233398
	Iteration 28Q: 3 clusters Score -2465498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2465498.500000 Penalty: 4971.233398
	Iteration 29Q: 3 clusters Score -2465498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2465510.750000 Penalty: 4971.233398
	Iteration 30Q: 3 clusters Score -2465511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2465525.000000 Penalty: 4971.233398
	Iteration 31Q: 3 clusters Score -2465525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2465534.250000 Penalty: 4971.233398
	Iteration 32Q: 3 clusters Score -2465534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2465550.500000 Penalty: 4971.233398
	Iteration 33Q: 3 clusters Score -2465550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2465562.000000 Penalty: 4971.233398
	Iteration 34Q: 3 clusters Score -2465562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2465569.500000 Penalty: 4971.233398
	Iteration 35Q: 3 clusters Score -2465570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2465571.000000 Penalty: 4971.233398
	Iteration 36Q: 3 clusters Score -2465571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2465575.500000 Penalty: 4971.233398
	Iteration 37Q: 3 clusters Score -2465576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2465573.500000 Penalty: 4971.233398
	Iteration 38Q: 3 clusters Score -2465574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2465574.750000 Penalty: 4971.233398
	Iteration 39Q: 3 clusters Score -2465575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2465577.000000 Penalty: 4971.233398
	Iteration 40F: 3 clusters Score -2465577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2465579.250000 Penalty: 4971.233398
	Iteration 41Q: 3 clusters Score -2465579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2465579.250000 Penalty: 4971.233398
	Iteration 42F: 3 clusters Score -2465579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Entering Unmasked Estep 
Score: -1440098.625000 Penalty: 2357.946533
	Iteration 0F: 2 clusters Score -1440099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1430183.250000 Penalty: 4715.893066
	Iteration 0F: 3 clusters Score -1430183 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1433396.875000 Penalty: 4715.893066
	Iteration 1F: 3 clusters Score -1433397 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1433989.875000 Penalty: 4715.893066
	Iteration 2F: 3 clusters Score -1433990 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1434596.750000 Penalty: 4715.893066
	Iteration 3F: 3 clusters Score -1434597 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1435186.125000 Penalty: 4715.893066
	Iteration 4F: 3 clusters Score -1435186 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1435791.250000 Penalty: 4715.893066
	Iteration 5F: 3 clusters Score -1435791 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1436421.625000 Penalty: 4715.893066
	Iteration 6F: 3 clusters Score -1436422 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1437037.500000 Penalty: 4715.893066
	Iteration 7F: 3 clusters Score -1437038 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1437591.875000 Penalty: 4715.893066
	Iteration 8Q: 3 clusters Score -1437592 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1438035.500000 Penalty: 4715.893066
	Iteration 9Q: 3 clusters Score -1438036 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1438359.375000 Penalty: 4715.893066
	Iteration 10Q: 3 clusters Score -1438359 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1438547.750000 Penalty: 4715.893066
	Iteration 11Q: 3 clusters Score -1438548 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1438669.625000 Penalty: 4715.893066
	Iteration 12Q: 3 clusters Score -1438670 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1438755.625000 Penalty: 4715.893066
	Iteration 13Q: 3 clusters Score -1438756 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1438816.750000 Penalty: 4715.893066
	Iteration 14Q: 3 clusters Score -1438817 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1438864.000000 Penalty: 4715.893066
	Iteration 15Q: 3 clusters Score -1438864 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1438898.125000 Penalty: 4715.893066
	Iteration 16Q: 3 clusters Score -1438898 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1438917.500000 Penalty: 4715.893066
	Iteration 17Q: 3 clusters Score -1438918 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1438940.500000 Penalty: 4715.893066
	Iteration 18Q: 3 clusters Score -1438940 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1438951.750000 Penalty: 4715.893066
	Iteration 19Q: 3 clusters Score -1438952 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1438965.500000 Penalty: 4715.893066
	Iteration 20F: 3 clusters Score -1438966 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1438975.125000 Penalty: 4715.893066
	Iteration 21Q: 3 clusters Score -1438975 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1438981.000000 Penalty: 4715.893066
	Iteration 22Q: 3 clusters Score -1438981 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1438987.250000 Penalty: 4715.893066
	Iteration 23Q: 3 clusters Score -1438987 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1438992.375000 Penalty: 4715.893066
	Iteration 24Q: 3 clusters Score -1438992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1438997.250000 Penalty: 4715.893066
	Iteration 25Q: 3 clusters Score -1438997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1439001.250000 Penalty: 4715.893066
	Iteration 26Q: 3 clusters Score -1439001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1439002.500000 Penalty: 4715.893066
	Iteration 27Q: 3 clusters Score -1439002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1439005.375000 Penalty: 4715.893066
	Iteration 28Q: 3 clusters Score -1439005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1439005.875000 Penalty: 4715.893066
	Iteration 29Q: 3 clusters Score -1439006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1439008.375000 Penalty: 4715.893066
	Iteration 30Q: 3 clusters Score -1439008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1439008.875000 Penalty: 4715.893066
	Iteration 31Q: 3 clusters Score -1439009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1439013.375000 Penalty: 4715.893066
	Iteration 32Q: 3 clusters Score -1439013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1439014.750000 Penalty: 4715.893066
	Iteration 33Q: 3 clusters Score -1439015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1439015.375000 Penalty: 4715.893066
	Iteration 34Q: 3 clusters Score -1439015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1439015.500000 Penalty: 4715.893066
	Iteration 35Q: 3 clusters Score -1439016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1439016.375000 Penalty: 4715.893066
	Iteration 36Q: 3 clusters Score -1439016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1439015.000000 Penalty: 4715.893066
	Iteration 37Q: 3 clusters Score -1439015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1439015.750000 Penalty: 4715.893066
	Iteration 38Q: 3 clusters Score -1439016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1439020.500000 Penalty: 4715.893066
	Iteration 39Q: 3 clusters Score -1439020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1439020.875000 Penalty: 4715.893066
	Iteration 40F: 3 clusters Score -1439021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1439020.500000 Penalty: 4715.893066
	Iteration 41Q: 3 clusters Score -1439020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1439021.125000 Penalty: 4715.893066
	Iteration 42Q: 3 clusters Score -1439021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1439021.750000 Penalty: 4715.893066
	Iteration 43Q: 3 clusters Score -1439022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1439022.875000 Penalty: 4715.893066
	Iteration 44Q: 3 clusters Score -1439023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1439029.250000 Penalty: 4715.893066
	Iteration 45Q: 3 clusters Score -1439029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1439027.250000 Penalty: 4715.893066
	Iteration 46Q: 3 clusters Score -1439027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1439027.750000 Penalty: 4715.893066
	Iteration 47Q: 3 clusters Score -1439028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1439031.500000 Penalty: 4715.893066
	Iteration 48Q: 3 clusters Score -1439032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1439028.750000 Penalty: 4715.893066
	Iteration 49Q: 3 clusters Score -1439029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1439033.250000 Penalty: 4715.893066
	Iteration 50Q: 3 clusters Score -1439033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1439033.125000 Penalty: 4715.893066
	Iteration 51Q: 3 clusters Score -1439033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1439038.125000 Penalty: 4715.893066
	Iteration 52Q: 3 clusters Score -1439038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1439039.375000 Penalty: 4715.893066
	Iteration 53Q: 3 clusters Score -1439039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1439036.875000 Penalty: 4715.893066
	Iteration 54Q: 3 clusters Score -1439037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1439037.250000 Penalty: 4715.893066
	Iteration 55Q: 3 clusters Score -1439037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1439035.875000 Penalty: 4715.893066
	Iteration 56Q: 3 clusters Score -1439036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1439041.125000 Penalty: 4715.893066
	Iteration 57Q: 3 clusters Score -1439041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1439040.125000 Penalty: 4715.893066
	Iteration 58Q: 3 clusters Score -1439040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1439043.000000 Penalty: 4715.893066
	Iteration 59Q: 3 clusters Score -1439043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1439045.750000 Penalty: 4715.893066
	Iteration 60F: 3 clusters Score -1439046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1439050.750000 Penalty: 4715.893066
	Iteration 61Q: 3 clusters Score -1439051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1439057.125000 Penalty: 4715.893066
	Iteration 62Q: 3 clusters Score -1439057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1439058.500000 Penalty: 4715.893066
	Iteration 63Q: 3 clusters Score -1439058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1439061.875000 Penalty: 4715.893066
	Iteration 64Q: 3 clusters Score -1439062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1439063.250000 Penalty: 4715.893066
	Iteration 65Q: 3 clusters Score -1439063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1439064.625000 Penalty: 4715.893066
	Iteration 66Q: 3 clusters Score -1439065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1439063.375000 Penalty: 4715.893066
	Iteration 67Q: 3 clusters Score -1439063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1439068.000000 Penalty: 4715.893066
	Iteration 68Q: 3 clusters Score -1439068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1439071.000000 Penalty: 4715.893066
	Iteration 69Q: 3 clusters Score -1439071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1439076.375000 Penalty: 4715.893066
	Iteration 70Q: 3 clusters Score -1439076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1439072.750000 Penalty: 4715.893066
	Iteration 71Q: 3 clusters Score -1439073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1439076.125000 Penalty: 4715.893066
	Iteration 72Q: 3 clusters Score -1439076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1439081.875000 Penalty: 4715.893066
	Iteration 73Q: 3 clusters Score -1439082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1439077.250000 Penalty: 4715.893066
	Iteration 74Q: 3 clusters Score -1439077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1439083.250000 Penalty: 4715.893066
	Iteration 75Q: 3 clusters Score -1439083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1439087.000000 Penalty: 4715.893066
	Iteration 76Q: 3 clusters Score -1439087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1439086.375000 Penalty: 4715.893066
	Iteration 77Q: 3 clusters Score -1439086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1439083.875000 Penalty: 4715.893066
	Iteration 78Q: 3 clusters Score -1439084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1439085.250000 Penalty: 4715.893066
	Iteration 79Q: 3 clusters Score -1439085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1439086.625000 Penalty: 4715.893066
	Iteration 80F: 3 clusters Score -1439087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1439087.250000 Penalty: 4715.893066
	Iteration 81Q: 3 clusters Score -1439087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1439089.375000 Penalty: 4715.893066
	Iteration 82Q: 3 clusters Score -1439089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1439092.250000 Penalty: 4715.893066
	Iteration 83Q: 3 clusters Score -1439092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1439092.500000 Penalty: 4715.893066
	Iteration 84Q: 3 clusters Score -1439092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1439092.500000 Penalty: 4715.893066
	Iteration 85Q: 3 clusters Score -1439092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1439095.000000 Penalty: 4715.893066
	Iteration 86Q: 3 clusters Score -1439095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1439096.625000 Penalty: 4715.893066
	Iteration 87Q: 3 clusters Score -1439097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1439097.000000 Penalty: 4715.893066
	Iteration 88Q: 3 clusters Score -1439097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1439097.000000 Penalty: 4715.893066
	Iteration 89Q: 3 clusters Score -1439097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1439097.875000 Penalty: 4715.893066
	Iteration 90Q: 3 clusters Score -1439098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1439097.875000 Penalty: 4715.893066
	Iteration 91F: 3 clusters Score -1439098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Entering Unmasked Estep 
Score: -400435.937500 Penalty: 2048.858398
	Iteration 0F: 2 clusters Score -400435.9 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 2026 members 
Entering Unmasked Estep 
Score: -396577.531250 Penalty: 4097.716797
	Iteration 0F: 3 clusters Score -396577.5 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -397546.125000 Penalty: 4097.716797
	Iteration 1F: 3 clusters Score -397546.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -397952.093750 Penalty: 4097.716797
	Iteration 2F: 3 clusters Score -397952.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -398351.750000 Penalty: 4097.716797
	Iteration 3F: 3 clusters Score -398351.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -398790.000000 Penalty: 4097.716797
	Iteration 4F: 3 clusters Score -398790 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -399319.781250 Penalty: 4097.716797
	Iteration 5F: 3 clusters Score -399319.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -399843.812500 Penalty: 4097.716797
	Iteration 6F: 3 clusters Score -399843.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -400258.750000 Penalty: 4097.716797
	Iteration 7F: 3 clusters Score -400258.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -400489.625000 Penalty: 4097.716797
	Iteration 8Q: 3 clusters Score -400489.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -400577.031250 Penalty: 4097.716797
	Iteration 9Q: 3 clusters Score -400577 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -400612.281250 Penalty: 4097.716797
	Iteration 10Q: 3 clusters Score -400612.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -400622.312500 Penalty: 4097.716797
	Iteration 11Q: 3 clusters Score -400622.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -400627.781250 Penalty: 4097.716797
	Iteration 12Q: 3 clusters Score -400627.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -400632.156250 Penalty: 4097.716797
	Iteration 13Q: 3 clusters Score -400632.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -400634.500000 Penalty: 4097.716797
	Iteration 14Q: 3 clusters Score -400634.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -400634.656250 Penalty: 4097.716797
	Iteration 15Q: 3 clusters Score -400634.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -400635.750000 Penalty: 4097.716797
	Iteration 16Q: 3 clusters Score -400635.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -400635.750000 Penalty: 4097.716797
	Iteration 17F: 3 clusters Score -400635.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 52480 members 
Mstep: Class 5 contains 22531 members 
Mstep: Class 6 contains 13465 members 
Mstep: Class 7 contains 901 members 
Mstep: Class 8 contains 5871 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91623 members 
Mstep: Class 11 contains 13888 members 
Mstep: Class 12 contains 59181 members 
Mstep: Class 13 contains 9366 members 
Mstep: Class 14 contains 1666 members 
Mstep: Class 15 contains 17667 members 
Mstep: Class 16 contains 17129 members 
Mstep: Class 17 contains 21177 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 41695 members 
Mstep: Class 20 contains 24614 members 
Mstep: Class 21 contains 33241 members 
Mstep: Class 22 contains 19880 members 
Mstep: Class 23 contains 14265 members 
Mstep: Class 24 contains 14917 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9735 members 
Mstep: Class 28 contains 52219 members 
Mstep: Class 29 contains 7502 members 
Mstep: Class 30 contains 18905 members 
Mstep: Class 31 contains 29054 members 
Mstep: Class 32 contains 13131 members 
Mstep: Class 33 contains 7295 members 
Mstep: Class 34 contains 9764 members 
Mstep: Class 35 contains 15787 members 
Mstep: Class 36 contains 2971 members 
Entering Unmasked Estep 
Score: -64695416.000000 Penalty: 119474.234375
Splitting cluster 7 changes total score from -64696120.000000 to -64695416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (5871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Entering Unmasked Estep 
Score: -373631.656250 Penalty: 2152.089355
	Iteration 0F: 2 clusters Score -373631.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -368692.281250 Penalty: 4304.178711
	Iteration 0F: 3 clusters Score -368692.3 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -370573.406250 Penalty: 4304.178711
	Iteration 1F: 3 clusters Score -370573.4 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -371344.468750 Penalty: 4304.178711
	Iteration 2F: 3 clusters Score -371344.5 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -372032.218750 Penalty: 4304.178711
	Iteration 3F: 3 clusters Score -372032.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -372561.031250 Penalty: 4304.178711
	Iteration 4F: 3 clusters Score -372561 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -372929.500000 Penalty: 4304.178711
	Iteration 5F: 3 clusters Score -372929.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -373099.093750 Penalty: 4304.178711
	Iteration 6Q: 3 clusters Score -373099.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -373193.031250 Penalty: 4304.178711
	Iteration 7Q: 3 clusters Score -373193 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -373259.968750 Penalty: 4304.178711
	Iteration 8Q: 3 clusters Score -373260 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -373288.093750 Penalty: 4304.178711
	Iteration 9Q: 3 clusters Score -373288.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -373299.593750 Penalty: 4304.178711
	Iteration 10Q: 3 clusters Score -373299.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -373306.187500 Penalty: 4304.178711
	Iteration 11Q: 3 clusters Score -373306.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -373310.281250 Penalty: 4304.178711
	Iteration 12Q: 3 clusters Score -373310.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -373315.312500 Penalty: 4304.178711
	Iteration 13Q: 3 clusters Score -373315.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -373317.156250 Penalty: 4304.178711
	Iteration 14Q: 3 clusters Score -373317.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -373318.250000 Penalty: 4304.178711
	Iteration 15Q: 3 clusters Score -373318.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -373318.187500 Penalty: 4304.178711
	Iteration 16Q: 3 clusters Score -373318.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -373319.093750 Penalty: 4304.178711
	Iteration 17Q: 3 clusters Score -373319.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -373321.656250 Penalty: 4304.178711
	Iteration 18Q: 3 clusters Score -373321.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -373321.656250 Penalty: 4304.178711
	Iteration 19Q: 3 clusters Score -373321.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -373321.843750 Penalty: 4304.178711
	Iteration 20F: 3 clusters Score -373321.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Entering Unmasked Estep 
Score: -98282.039062 Penalty: 1720.453857
	Iteration 0F: 2 clusters Score -98282.04 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 510 members 
Entering Unmasked Estep 
Score: -96450.039062 Penalty: 3440.907715
	Iteration 0F: 3 clusters Score -96450.04 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -96876.640625 Penalty: 3440.907715
	Iteration 1F: 3 clusters Score -96876.64 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -97030.687500 Penalty: 3440.907715
	Iteration 2F: 3 clusters Score -97030.69 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -97175.890625 Penalty: 3440.907715
	Iteration 3F: 3 clusters Score -97175.89 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -97268.742188 Penalty: 3440.907715
	Iteration 4Q: 3 clusters Score -97268.74 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -97349.515625 Penalty: 3440.907715
	Iteration 5Q: 3 clusters Score -97349.52 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -97459.453125 Penalty: 3440.907715
	Iteration 6Q: 3 clusters Score -97459.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -97585.359375 Penalty: 3440.907715
	Iteration 7Q: 3 clusters Score -97585.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -97711.226562 Penalty: 3440.907715
	Iteration 8Q: 3 clusters Score -97711.23 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -97829.992188 Penalty: 3440.907715
	Iteration 9Q: 3 clusters Score -97829.99 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -97972.796875 Penalty: 3440.907715
	Iteration 10Q: 3 clusters Score -97972.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -98205.476562 Penalty: 3440.907715
	Iteration 11Q: 3 clusters Score -98205.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -98445.898438 Penalty: 3440.907715
	Iteration 12Q: 3 clusters Score -98445.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -98594.601562 Penalty: 3440.907715
	Iteration 13Q: 3 clusters Score -98594.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -98765.148438 Penalty: 3440.907715
	Iteration 14Q: 3 clusters Score -98765.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -98935.554688 Penalty: 3440.907715
	Iteration 15Q: 3 clusters Score -98935.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -99071.843750 Penalty: 3440.907715
	Iteration 16Q: 3 clusters Score -99071.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -99208.468750 Penalty: 3440.907715
	Iteration 17Q: 3 clusters Score -99208.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -99217.140625 Penalty: 3440.907715
	Iteration 18Q: 3 clusters Score -99217.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -99219.101562 Penalty: 3440.907715
	Iteration 19Q: 3 clusters Score -99219.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -99226.992188 Penalty: 3440.907715
	Iteration 20F: 3 clusters Score -99226.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -99236.062500 Penalty: 3440.907715
	Iteration 21Q: 3 clusters Score -99236.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -99242.867188 Penalty: 3440.907715
	Iteration 22Q: 3 clusters Score -99242.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -99248.031250 Penalty: 3440.907715
	Iteration 23Q: 3 clusters Score -99248.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -99254.757812 Penalty: 3440.907715
	Iteration 24Q: 3 clusters Score -99254.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -99255.453125 Penalty: 3440.907715
	Iteration 25Q: 3 clusters Score -99255.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -99255.453125 Penalty: 3440.907715
	Iteration 26F: 3 clusters Score -99255.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 52480 members 
Mstep: Class 5 contains 22531 members 
Mstep: Class 6 contains 13465 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 5871 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 91623 members 
Mstep: Class 11 contains 13888 members 
Mstep: Class 12 contains 59181 members 
Mstep: Class 13 contains 9366 members 
Mstep: Class 14 contains 1666 members 
Mstep: Class 15 contains 17667 members 
Mstep: Class 16 contains 17129 members 
Mstep: Class 17 contains 21177 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 41695 members 
Mstep: Class 20 contains 24614 members 
Mstep: Class 21 contains 33241 members 
Mstep: Class 22 contains 19880 members 
Mstep: Class 23 contains 14265 members 
Mstep: Class 24 contains 14917 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9735 members 
Mstep: Class 28 contains 52219 members 
Mstep: Class 29 contains 7502 members 
Mstep: Class 30 contains 18905 members 
Mstep: Class 31 contains 29054 members 
Mstep: Class 32 contains 13131 members 
Mstep: Class 33 contains 7295 members 
Mstep: Class 34 contains 9764 members 
Mstep: Class 35 contains 15787 members 
Mstep: Class 36 contains 512 members 
Entering Unmasked Estep 
Score: -64695880.000000 Penalty: 119474.234375
Splitting cluster 9 changes total score from -64696120.000000 to -64695880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (91623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91623 members 
Entering Unmasked Estep 
Score: -9985571.000000 Penalty: 2833.508545
	Iteration 0F: 2 clusters Score -9985571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -9924348.000000 Penalty: 5667.017090
	Iteration 0F: 3 clusters Score -9924348 nChanged 43384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 48639 members 
Entering Unmasked Estep 
Score: -9948877.000000 Penalty: 5667.017090
	Iteration 1F: 3 clusters Score -9948877 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 50332 members 
Entering Unmasked Estep 
Score: -9949857.000000 Penalty: 5667.017090
	Iteration 2Q: 3 clusters Score -9949857 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 52935 members 
Entering Unmasked Estep 
Score: -9951177.000000 Penalty: 5667.017090
	Iteration 3Q: 3 clusters Score -9951177 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 56749 members 
Entering Unmasked Estep 
Score: -9953232.000000 Penalty: 5667.017090
	Iteration 4Q: 3 clusters Score -9953232 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 61985 members 
Entering Unmasked Estep 
Score: -9956443.000000 Penalty: 5667.017090
	Iteration 5F: 3 clusters Score -9956443 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 68798 members 
Entering Unmasked Estep 
Score: -9961749.000000 Penalty: 5667.017090
	Iteration 6F: 3 clusters Score -9961749 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 76649 members 
Entering Unmasked Estep 
Score: -9968849.000000 Penalty: 5667.017090
	Iteration 7F: 3 clusters Score -9968849 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 83561 members 
Entering Unmasked Estep 
Score: -9975733.000000 Penalty: 5667.017090
	Iteration 8F: 3 clusters Score -9975733 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 88061 members 
Entering Unmasked Estep 
Score: -9980062.000000 Penalty: 5667.017090
	Iteration 9Q: 3 clusters Score -9980062 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 90105 members 
Entering Unmasked Estep 
Score: -9981887.000000 Penalty: 5667.017090
	Iteration 10Q: 3 clusters Score -9981887 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 90860 members 
Entering Unmasked Estep 
Score: -9982674.000000 Penalty: 5667.017090
	Iteration 11Q: 3 clusters Score -9982674 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 91106 members 
Entering Unmasked Estep 
Score: -9982999.000000 Penalty: 5667.017090
	Iteration 12Q: 3 clusters Score -9982999 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 91182 members 
Entering Unmasked Estep 
Score: -9983154.000000 Penalty: 5667.017090
	Iteration 13Q: 3 clusters Score -9983154 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 91199 members 
Entering Unmasked Estep 
Score: -9983236.000000 Penalty: 5667.017090
	Iteration 14Q: 3 clusters Score -9983236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 91197 members 
Entering Unmasked Estep 
Score: -9983277.000000 Penalty: 5667.017090
	Iteration 15Q: 3 clusters Score -9983277 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 91198 members 
Entering Unmasked Estep 
Score: -9983304.000000 Penalty: 5667.017090
	Iteration 16Q: 3 clusters Score -9983304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 91199 members 
Entering Unmasked Estep 
Score: -9983336.000000 Penalty: 5667.017090
	Iteration 17Q: 3 clusters Score -9983336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 91201 members 
Entering Unmasked Estep 
Score: -9983364.000000 Penalty: 5667.017090
	Iteration 18Q: 3 clusters Score -9983364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 91202 members 
Entering Unmasked Estep 
Score: -9983402.000000 Penalty: 5667.017090
	Iteration 19Q: 3 clusters Score -9983402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 91202 members 
Entering Unmasked Estep 
Score: -9983441.000000 Penalty: 5667.017090
	Iteration 20F: 3 clusters Score -9983441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 91199 members 
Entering Unmasked Estep 
Score: -9983462.000000 Penalty: 5667.017090
	Iteration 21Q: 3 clusters Score -9983462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 91189 members 
Entering Unmasked Estep 
Score: -9983503.000000 Penalty: 5667.017090
	Iteration 22Q: 3 clusters Score -9983503 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 91179 members 
Entering Unmasked Estep 
Score: -9983549.000000 Penalty: 5667.017090
	Iteration 23Q: 3 clusters Score -9983549 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 91164 members 
Entering Unmasked Estep 
Score: -9983592.000000 Penalty: 5667.017090
	Iteration 24Q: 3 clusters Score -9983592 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 91156 members 
Entering Unmasked Estep 
Score: -9983659.000000 Penalty: 5667.017090
	Iteration 25Q: 3 clusters Score -9983659 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 91138 members 
Entering Unmasked Estep 
Score: -9983697.000000 Penalty: 5667.017090
	Iteration 26Q: 3 clusters Score -9983697 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 91133 members 
Entering Unmasked Estep 
Score: -9983734.000000 Penalty: 5667.017090
	Iteration 27Q: 3 clusters Score -9983734 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 91121 members 
Entering Unmasked Estep 
Score: -9983797.000000 Penalty: 5667.017090
	Iteration 28Q: 3 clusters Score -9983797 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 91104 members 
Entering Unmasked Estep 
Score: -9983847.000000 Penalty: 5667.017090
	Iteration 29Q: 3 clusters Score -9983847 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 91095 members 
Entering Unmasked Estep 
Score: -9983874.000000 Penalty: 5667.017090
	Iteration 30Q: 3 clusters Score -9983874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 91093 members 
Entering Unmasked Estep 
Score: -9983898.000000 Penalty: 5667.017090
	Iteration 31Q: 3 clusters Score -9983898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 91093 members 
Entering Unmasked Estep 
Score: -9983901.000000 Penalty: 5667.017090
	Iteration 32Q: 3 clusters Score -9983901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 91093 members 
Entering Unmasked Estep 
Score: -9983914.000000 Penalty: 5667.017090
	Iteration 33Q: 3 clusters Score -9983914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 91093 members 
Entering Unmasked Estep 
Score: -9983931.000000 Penalty: 5667.017090
	Iteration 34Q: 3 clusters Score -9983931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 91092 members 
Entering Unmasked Estep 
Score: -9983945.000000 Penalty: 5667.017090
	Iteration 35Q: 3 clusters Score -9983945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 91096 members 
Entering Unmasked Estep 
Score: -9983955.000000 Penalty: 5667.017090
	Iteration 36Q: 3 clusters Score -9983955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 91099 members 
Entering Unmasked Estep 
Score: -9983976.000000 Penalty: 5667.017090
	Iteration 37Q: 3 clusters Score -9983976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 91095 members 
Entering Unmasked Estep 
Score: -9983987.000000 Penalty: 5667.017090
	Iteration 38Q: 3 clusters Score -9983987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 91095 members 
Entering Unmasked Estep 
Score: -9983979.000000 Penalty: 5667.017090
	Iteration 39Q: 3 clusters Score -9983979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 91093 members 
Entering Unmasked Estep 
Score: -9983999.000000 Penalty: 5667.017090
	Iteration 40F: 3 clusters Score -9983999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 91082 members 
Entering Unmasked Estep 
Score: -9984020.000000 Penalty: 5667.017090
	Iteration 41Q: 3 clusters Score -9984020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 91076 members 
Entering Unmasked Estep 
Score: -9984041.000000 Penalty: 5667.017090
	Iteration 42Q: 3 clusters Score -9984041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 91071 members 
Entering Unmasked Estep 
Score: -9984042.000000 Penalty: 5667.017090
	Iteration 43Q: 3 clusters Score -9984042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 91063 members 
Entering Unmasked Estep 
Score: -9984053.000000 Penalty: 5667.017090
	Iteration 44Q: 3 clusters Score -9984053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 91055 members 
Entering Unmasked Estep 
Score: -9984063.000000 Penalty: 5667.017090
	Iteration 45Q: 3 clusters Score -9984063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 91050 members 
Entering Unmasked Estep 
Score: -9984101.000000 Penalty: 5667.017090
	Iteration 46Q: 3 clusters Score -9984101 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 91043 members 
Entering Unmasked Estep 
Score: -9984124.000000 Penalty: 5667.017090
	Iteration 47Q: 3 clusters Score -9984124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 91024 members 
Entering Unmasked Estep 
Score: -9984173.000000 Penalty: 5667.017090
	Iteration 48Q: 3 clusters Score -9984173 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 90986 members 
Entering Unmasked Estep 
Score: -9984258.000000 Penalty: 5667.017090
	Iteration 49Q: 3 clusters Score -9984258 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 90947 members 
Entering Unmasked Estep 
Score: -9984311.000000 Penalty: 5667.017090
	Iteration 50Q: 3 clusters Score -9984311 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 90926 members 
Entering Unmasked Estep 
Score: -9984336.000000 Penalty: 5667.017090
	Iteration 51Q: 3 clusters Score -9984336 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 90907 members 
Entering Unmasked Estep 
Score: -9984372.000000 Penalty: 5667.017090
	Iteration 52Q: 3 clusters Score -9984372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 90906 members 
Entering Unmasked Estep 
Score: -9984384.000000 Penalty: 5667.017090
	Iteration 53Q: 3 clusters Score -9984384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 90903 members 
Entering Unmasked Estep 
Score: -9984392.000000 Penalty: 5667.017090
	Iteration 54Q: 3 clusters Score -9984392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 90902 members 
Entering Unmasked Estep 
Score: -9984399.000000 Penalty: 5667.017090
	Iteration 55Q: 3 clusters Score -9984399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 90902 members 
Entering Unmasked Estep 
Score: -9984396.000000 Penalty: 5667.017090
	Iteration 56Q: 3 clusters Score -9984396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 90903 members 
Entering Unmasked Estep 
Score: -9984412.000000 Penalty: 5667.017090
	Iteration 57Q: 3 clusters Score -9984412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 90904 members 
Entering Unmasked Estep 
Score: -9984411.000000 Penalty: 5667.017090
	Iteration 58Q: 3 clusters Score -9984411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 90905 members 
Entering Unmasked Estep 
Score: -9984418.000000 Penalty: 5667.017090
	Iteration 59Q: 3 clusters Score -9984418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 90905 members 
Entering Unmasked Estep 
Score: -9984614.000000 Penalty: 5667.017090
	Iteration 60F: 3 clusters Score -9984614 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 90757 members 
Entering Unmasked Estep 
Score: -9985084.000000 Penalty: 5667.017090
	Iteration 61Q: 3 clusters Score -9985084 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 90564 members 
Entering Unmasked Estep 
Score: -9985386.000000 Penalty: 5667.017090
	Iteration 62Q: 3 clusters Score -9985386 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 90459 members 
Entering Unmasked Estep 
Score: -9985523.000000 Penalty: 5667.017090
	Iteration 63Q: 3 clusters Score -9985523 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 90390 members 
Entering Unmasked Estep 
Score: -9985543.000000 Penalty: 5667.017090
	Iteration 64Q: 3 clusters Score -9985543 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 90358 members 
Entering Unmasked Estep 
Score: -9985587.000000 Penalty: 5667.017090
	Iteration 65Q: 3 clusters Score -9985587 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 90334 members 
Entering Unmasked Estep 
Score: -9985594.000000 Penalty: 5667.017090
	Iteration 66Q: 3 clusters Score -9985594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 90322 members 
Entering Unmasked Estep 
Score: -9985594.000000 Penalty: 5667.017090
	Iteration 67Q: 3 clusters Score -9985594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 90317 members 
Entering Unmasked Estep 
Score: -9985602.000000 Penalty: 5667.017090
	Iteration 68Q: 3 clusters Score -9985602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 90319 members 
Entering Unmasked Estep 
Score: -9985605.000000 Penalty: 5667.017090
	Iteration 69Q: 3 clusters Score -9985605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 90319 members 
Entering Unmasked Estep 
Score: -9985613.000000 Penalty: 5667.017090
	Iteration 70Q: 3 clusters Score -9985613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 90317 members 
Entering Unmasked Estep 
Score: -9985607.000000 Penalty: 5667.017090
	Iteration 71Q: 3 clusters Score -9985607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 90318 members 
Entering Unmasked Estep 
Score: -9985601.000000 Penalty: 5667.017090
	Iteration 72Q: 3 clusters Score -9985601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 90318 members 
Entering Unmasked Estep 
Score: -9985608.000000 Penalty: 5667.017090
	Iteration 73Q: 3 clusters Score -9985608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 90317 members 
Entering Unmasked Estep 
Score: -9985610.000000 Penalty: 5667.017090
	Iteration 74Q: 3 clusters Score -9985610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 90316 members 
Entering Unmasked Estep 
Score: -9985611.000000 Penalty: 5667.017090
	Iteration 75Q: 3 clusters Score -9985611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 90313 members 
Entering Unmasked Estep 
Score: -9985614.000000 Penalty: 5667.017090
	Iteration 76Q: 3 clusters Score -9985614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 90312 members 
Entering Unmasked Estep 
Score: -9985614.000000 Penalty: 5667.017090
	Iteration 77Q: 3 clusters Score -9985614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 90312 members 
Entering Unmasked Estep 
Score: -9985627.000000 Penalty: 5667.017090
	Iteration 78F: 3 clusters Score -9985627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 90302 members 
Entering Unmasked Estep 
Score: -9985612.000000 Penalty: 5667.017090
	Iteration 79Q: 3 clusters Score -9985612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 90297 members 
Entering Unmasked Estep 
Score: -9985622.000000 Penalty: 5667.017090
	Iteration 80F: 3 clusters Score -9985622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 90288 members 
Entering Unmasked Estep 
Score: -9985616.000000 Penalty: 5667.017090
	Iteration 81Q: 3 clusters Score -9985616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 90275 members 
Entering Unmasked Estep 
Score: -9985625.000000 Penalty: 5667.017090
	Iteration 82Q: 3 clusters Score -9985625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 90273 members 
Entering Unmasked Estep 
Score: -9985635.000000 Penalty: 5667.017090
	Iteration 83Q: 3 clusters Score -9985635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 90267 members 
Entering Unmasked Estep 
Score: -9985635.000000 Penalty: 5667.017090
	Iteration 84Q: 3 clusters Score -9985635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 90261 members 
Entering Unmasked Estep 
Score: -9985645.000000 Penalty: 5667.017090
	Iteration 85Q: 3 clusters Score -9985645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 90256 members 
Entering Unmasked Estep 
Score: -9985662.000000 Penalty: 5667.017090
	Iteration 86Q: 3 clusters Score -9985662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 90253 members 
Entering Unmasked Estep 
Score: -9985657.000000 Penalty: 5667.017090
	Iteration 87Q: 3 clusters Score -9985657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 90253 members 
Entering Unmasked Estep 
Score: -9985652.000000 Penalty: 5667.017090
	Iteration 88Q: 3 clusters Score -9985652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 90252 members 
Entering Unmasked Estep 
Score: -9985653.000000 Penalty: 5667.017090
	Iteration 89Q: 3 clusters Score -9985653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 90251 members 
Entering Unmasked Estep 
Score: -9985647.000000 Penalty: 5667.017090
	Iteration 90Q: 3 clusters Score -9985647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 90251 members 
Entering Unmasked Estep 
Score: -9985647.000000 Penalty: 5667.017090
	Iteration 91F: 3 clusters Score -9985647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 52480 members 
Mstep: Class 5 contains 22531 members 
Mstep: Class 6 contains 13465 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 5871 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 1372 members 
Mstep: Class 11 contains 13888 members 
Mstep: Class 12 contains 59181 members 
Mstep: Class 13 contains 9366 members 
Mstep: Class 14 contains 1666 members 
Mstep: Class 15 contains 17667 members 
Mstep: Class 16 contains 17129 members 
Mstep: Class 17 contains 21177 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 41695 members 
Mstep: Class 20 contains 24614 members 
Mstep: Class 21 contains 33241 members 
Mstep: Class 22 contains 19880 members 
Mstep: Class 23 contains 14265 members 
Mstep: Class 24 contains 14917 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9735 members 
Mstep: Class 28 contains 52219 members 
Mstep: Class 29 contains 7502 members 
Mstep: Class 30 contains 18905 members 
Mstep: Class 31 contains 29054 members 
Mstep: Class 32 contains 13131 members 
Mstep: Class 33 contains 7295 members 
Mstep: Class 34 contains 9764 members 
Mstep: Class 35 contains 15787 members 
Mstep: Class 36 contains 90251 members 
Entering Unmasked Estep 
Score: -64696088.000000 Penalty: 119474.234375
Splitting cluster 10 changes total score from -64696120.000000 to -64696088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (13888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Entering Unmasked Estep 
Score: -1138912.125000 Penalty: 2365.617432
	Iteration 0F: 2 clusters Score -1138912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1128757.875000 Penalty: 4731.234863
	Iteration 0F: 3 clusters Score -1128758 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1132048.125000 Penalty: 4731.234863
	Iteration 1F: 3 clusters Score -1132048 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1132628.500000 Penalty: 4731.234863
	Iteration 2F: 3 clusters Score -1132628 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1133322.000000 Penalty: 4731.234863
	Iteration 3F: 3 clusters Score -1133322 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1134195.500000 Penalty: 4731.234863
	Iteration 4F: 3 clusters Score -1134196 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1135190.625000 Penalty: 4731.234863
	Iteration 5F: 3 clusters Score -1135191 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1136127.750000 Penalty: 4731.234863
	Iteration 6F: 3 clusters Score -1136128 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1136802.125000 Penalty: 4731.234863
	Iteration 7F: 3 clusters Score -1136802 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1137266.250000 Penalty: 4731.234863
	Iteration 8F: 3 clusters Score -1137266 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1137572.500000 Penalty: 4731.234863
	Iteration 9Q: 3 clusters Score -1137572 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1137797.500000 Penalty: 4731.234863
	Iteration 10Q: 3 clusters Score -1137798 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1137951.250000 Penalty: 4731.234863
	Iteration 11Q: 3 clusters Score -1137951 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1138037.750000 Penalty: 4731.234863
	Iteration 12Q: 3 clusters Score -1138038 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1138085.125000 Penalty: 4731.234863
	Iteration 13Q: 3 clusters Score -1138085 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1138114.250000 Penalty: 4731.234863
	Iteration 14Q: 3 clusters Score -1138114 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1138135.500000 Penalty: 4731.234863
	Iteration 15Q: 3 clusters Score -1138136 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1138149.250000 Penalty: 4731.234863
	Iteration 16Q: 3 clusters Score -1138149 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1138157.375000 Penalty: 4731.234863
	Iteration 17Q: 3 clusters Score -1138157 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1138164.375000 Penalty: 4731.234863
	Iteration 18Q: 3 clusters Score -1138164 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1138175.750000 Penalty: 4731.234863
	Iteration 19Q: 3 clusters Score -1138176 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1138186.375000 Penalty: 4731.234863
	Iteration 20F: 3 clusters Score -1138186 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1138190.500000 Penalty: 4731.234863
	Iteration 21Q: 3 clusters Score -1138190 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1138201.750000 Penalty: 4731.234863
	Iteration 22Q: 3 clusters Score -1138202 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1138206.625000 Penalty: 4731.234863
	Iteration 23Q: 3 clusters Score -1138207 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1138215.500000 Penalty: 4731.234863
	Iteration 24Q: 3 clusters Score -1138216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1138217.125000 Penalty: 4731.234863
	Iteration 25Q: 3 clusters Score -1138217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1138218.125000 Penalty: 4731.234863
	Iteration 26Q: 3 clusters Score -1138218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1138219.500000 Penalty: 4731.234863
	Iteration 27Q: 3 clusters Score -1138220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1138219.250000 Penalty: 4731.234863
	Iteration 28Q: 3 clusters Score -1138219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1138221.750000 Penalty: 4731.234863
	Iteration 29Q: 3 clusters Score -1138222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1138222.875000 Penalty: 4731.234863
	Iteration 30Q: 3 clusters Score -1138223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1138223.750000 Penalty: 4731.234863
	Iteration 31Q: 3 clusters Score -1138224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1138228.625000 Penalty: 4731.234863
	Iteration 32Q: 3 clusters Score -1138229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1138233.500000 Penalty: 4731.234863
	Iteration 33Q: 3 clusters Score -1138234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1138235.000000 Penalty: 4731.234863
	Iteration 34Q: 3 clusters Score -1138235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1138235.125000 Penalty: 4731.234863
	Iteration 35Q: 3 clusters Score -1138235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1138238.625000 Penalty: 4731.234863
	Iteration 36Q: 3 clusters Score -1138239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1138237.750000 Penalty: 4731.234863
	Iteration 37Q: 3 clusters Score -1138238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1138237.625000 Penalty: 4731.234863
	Iteration 38Q: 3 clusters Score -1138238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1138238.625000 Penalty: 4731.234863
	Iteration 39Q: 3 clusters Score -1138239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1138237.875000 Penalty: 4731.234863
	Iteration 40F: 3 clusters Score -1138238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1138239.125000 Penalty: 4731.234863
	Iteration 41Q: 3 clusters Score -1138239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1138240.875000 Penalty: 4731.234863
	Iteration 42Q: 3 clusters Score -1138241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1138240.875000 Penalty: 4731.234863
	Iteration 43F: 3 clusters Score -1138241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (59181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59181 members 
Entering Unmasked Estep 
Score: -6389020.500000 Penalty: 2725.112305
	Iteration 0F: 2 clusters Score -6389020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -6349117.000000 Penalty: 5450.224609
	Iteration 0F: 3 clusters Score -6349117 nChanged 27554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -6364956.000000 Penalty: 5450.224609
	Iteration 1F: 3 clusters Score -6364956 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -6365808.500000 Penalty: 5450.224609
	Iteration 2Q: 3 clusters Score -6365808 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -6366808.500000 Penalty: 5450.224609
	Iteration 3Q: 3 clusters Score -6366808 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -6368060.500000 Penalty: 5450.224609
	Iteration 4Q: 3 clusters Score -6368060 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -6369798.000000 Penalty: 5450.224609
	Iteration 5F: 3 clusters Score -6369798 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -6372279.500000 Penalty: 5450.224609
	Iteration 6F: 3 clusters Score -6372280 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -6375745.500000 Penalty: 5450.224609
	Iteration 7F: 3 clusters Score -6375746 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -6380075.000000 Penalty: 5450.224609
	Iteration 8F: 3 clusters Score -6380075 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -6383818.000000 Penalty: 5450.224609
	Iteration 9F: 3 clusters Score -6383818 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -6385741.000000 Penalty: 5450.224609
	Iteration 10Q: 3 clusters Score -6385741 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -6386487.000000 Penalty: 5450.224609
	Iteration 11Q: 3 clusters Score -6386487 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -6386901.000000 Penalty: 5450.224609
	Iteration 12Q: 3 clusters Score -6386901 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -6387113.500000 Penalty: 5450.224609
	Iteration 13Q: 3 clusters Score -6387114 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -6387285.500000 Penalty: 5450.224609
	Iteration 14Q: 3 clusters Score -6387286 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -6387416.000000 Penalty: 5450.224609
	Iteration 15Q: 3 clusters Score -6387416 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -6387556.500000 Penalty: 5450.224609
	Iteration 16Q: 3 clusters Score -6387556 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -6387695.000000 Penalty: 5450.224609
	Iteration 17Q: 3 clusters Score -6387695 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -6387868.500000 Penalty: 5450.224609
	Iteration 18Q: 3 clusters Score -6387868 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -6388081.500000 Penalty: 5450.224609
	Iteration 19Q: 3 clusters Score -6388082 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -6388324.500000 Penalty: 5450.224609
	Iteration 20F: 3 clusters Score -6388324 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -6388701.500000 Penalty: 5450.224609
	Iteration 21Q: 3 clusters Score -6388702 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -6389079.000000 Penalty: 5450.224609
	Iteration 22Q: 3 clusters Score -6389079 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -6389514.500000 Penalty: 5450.224609
	Iteration 23Q: 3 clusters Score -6389514 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -6389888.500000 Penalty: 5450.224609
	Iteration 24Q: 3 clusters Score -6389888 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -6390280.500000 Penalty: 5450.224609
	Iteration 25Q: 3 clusters Score -6390280 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -6390532.500000 Penalty: 5450.224609
	Iteration 26Q: 3 clusters Score -6390532 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -6390710.000000 Penalty: 5450.224609
	Iteration 27Q: 3 clusters Score -6390710 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -6390859.500000 Penalty: 5450.224609
	Iteration 28Q: 3 clusters Score -6390860 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -6390905.500000 Penalty: 5450.224609
	Iteration 29Q: 3 clusters Score -6390906 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -6390980.500000 Penalty: 5450.224609
	Iteration 30Q: 3 clusters Score -6390980 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -6391050.000000 Penalty: 5450.224609
	Iteration 31Q: 3 clusters Score -6391050 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -6391113.000000 Penalty: 5450.224609
	Iteration 32Q: 3 clusters Score -6391113 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -6391137.500000 Penalty: 5450.224609
	Iteration 33Q: 3 clusters Score -6391138 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -6391159.000000 Penalty: 5450.224609
	Iteration 34Q: 3 clusters Score -6391159 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -6391202.000000 Penalty: 5450.224609
	Iteration 35Q: 3 clusters Score -6391202 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -6391213.500000 Penalty: 5450.224609
	Iteration 36Q: 3 clusters Score -6391214 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -6391221.500000 Penalty: 5450.224609
	Iteration 37Q: 3 clusters Score -6391222 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -6391207.000000 Penalty: 5450.224609
	Iteration 38Q: 3 clusters Score -6391207 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -6391200.000000 Penalty: 5450.224609
	Iteration 39Q: 3 clusters Score -6391200 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -6391202.000000 Penalty: 5450.224609
	Iteration 40F: 3 clusters Score -6391202 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -6391207.000000 Penalty: 5450.224609
	Iteration 41Q: 3 clusters Score -6391207 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -6391220.000000 Penalty: 5450.224609
	Iteration 42Q: 3 clusters Score -6391220 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -6391243.500000 Penalty: 5450.224609
	Iteration 43Q: 3 clusters Score -6391244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -6391240.000000 Penalty: 5450.224609
	Iteration 44Q: 3 clusters Score -6391240 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -6391249.500000 Penalty: 5450.224609
	Iteration 45Q: 3 clusters Score -6391250 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -6391257.000000 Penalty: 5450.224609
	Iteration 46Q: 3 clusters Score -6391257 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -6391262.500000 Penalty: 5450.224609
	Iteration 47Q: 3 clusters Score -6391262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -6391287.500000 Penalty: 5450.224609
	Iteration 48Q: 3 clusters Score -6391288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -6391276.500000 Penalty: 5450.224609
	Iteration 49Q: 3 clusters Score -6391276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -6391277.000000 Penalty: 5450.224609
	Iteration 50Q: 3 clusters Score -6391277 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -6391270.500000 Penalty: 5450.224609
	Iteration 51Q: 3 clusters Score -6391270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -6391269.500000 Penalty: 5450.224609
	Iteration 52Q: 3 clusters Score -6391270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -6391266.000000 Penalty: 5450.224609
	Iteration 53Q: 3 clusters Score -6391266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -6391257.500000 Penalty: 5450.224609
	Iteration 54Q: 3 clusters Score -6391258 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -6391256.000000 Penalty: 5450.224609
	Iteration 55Q: 3 clusters Score -6391256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -6391262.500000 Penalty: 5450.224609
	Iteration 56Q: 3 clusters Score -6391262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -6391260.000000 Penalty: 5450.224609
	Iteration 57Q: 3 clusters Score -6391260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -6391264.500000 Penalty: 5450.224609
	Iteration 58Q: 3 clusters Score -6391264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -6391259.500000 Penalty: 5450.224609
	Iteration 59Q: 3 clusters Score -6391260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -6391256.000000 Penalty: 5450.224609
	Iteration 60F: 3 clusters Score -6391256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -6391259.000000 Penalty: 5450.224609
	Iteration 61Q: 3 clusters Score -6391259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -6391257.500000 Penalty: 5450.224609
	Iteration 62Q: 3 clusters Score -6391258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -6391257.500000 Penalty: 5450.224609
	Iteration 63Q: 3 clusters Score -6391258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -6391250.000000 Penalty: 5450.224609
	Iteration 64Q: 3 clusters Score -6391250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -6391256.500000 Penalty: 5450.224609
	Iteration 65Q: 3 clusters Score -6391256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -6391255.000000 Penalty: 5450.224609
	Iteration 66Q: 3 clusters Score -6391255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -6391260.500000 Penalty: 5450.224609
	Iteration 67Q: 3 clusters Score -6391260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -6391255.000000 Penalty: 5450.224609
	Iteration 68Q: 3 clusters Score -6391255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -6391256.000000 Penalty: 5450.224609
	Iteration 69Q: 3 clusters Score -6391256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -6391251.000000 Penalty: 5450.224609
	Iteration 70Q: 3 clusters Score -6391251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -6391255.500000 Penalty: 5450.224609
	Iteration 71Q: 3 clusters Score -6391256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -6391254.000000 Penalty: 5450.224609
	Iteration 72Q: 3 clusters Score -6391254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -6391251.000000 Penalty: 5450.224609
	Iteration 73Q: 3 clusters Score -6391251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -6391252.000000 Penalty: 5450.224609
	Iteration 74Q: 3 clusters Score -6391252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -6391252.000000 Penalty: 5450.224609
	Iteration 75F: 3 clusters Score -6391252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 52480 members 
Mstep: Class 5 contains 22531 members 
Mstep: Class 6 contains 13465 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 5871 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91623 members 
Mstep: Class 11 contains 13888 members 
Mstep: Class 12 contains 30356 members 
Mstep: Class 13 contains 9366 members 
Mstep: Class 14 contains 1666 members 
Mstep: Class 15 contains 17667 members 
Mstep: Class 16 contains 17129 members 
Mstep: Class 17 contains 21177 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 41695 members 
Mstep: Class 20 contains 24614 members 
Mstep: Class 21 contains 33241 members 
Mstep: Class 22 contains 19880 members 
Mstep: Class 23 contains 14265 members 
Mstep: Class 24 contains 14917 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9735 members 
Mstep: Class 28 contains 52219 members 
Mstep: Class 29 contains 7502 members 
Mstep: Class 30 contains 18905 members 
Mstep: Class 31 contains 29054 members 
Mstep: Class 32 contains 13131 members 
Mstep: Class 33 contains 7295 members 
Mstep: Class 34 contains 9764 members 
Mstep: Class 35 contains 15787 members 
Mstep: Class 36 contains 28825 members 
Entering Unmasked Estep 
Score: -64698304.000000 Penalty: 119474.234375
Splitting cluster 12 changes total score from -64696120.000000 to -64698304.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 13 (9366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Entering Unmasked Estep 
Score: -921493.562500 Penalty: 2267.920654
	Iteration 0F: 2 clusters Score -921493.6 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 4685 members 
Entering Unmasked Estep 
Score: -914218.375000 Penalty: 4535.841309
	Iteration 0F: 3 clusters Score -914218.4 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -916333.875000 Penalty: 4535.841309
	Iteration 1F: 3 clusters Score -916333.9 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -916738.750000 Penalty: 4535.841309
	Iteration 2F: 3 clusters Score -916738.8 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -917117.875000 Penalty: 4535.841309
	Iteration 3F: 3 clusters Score -917117.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -917421.687500 Penalty: 4535.841309
	Iteration 4F: 3 clusters Score -917421.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -917656.312500 Penalty: 4535.841309
	Iteration 5Q: 3 clusters Score -917656.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -917852.625000 Penalty: 4535.841309
	Iteration 6Q: 3 clusters Score -917852.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -918012.375000 Penalty: 4535.841309
	Iteration 7Q: 3 clusters Score -918012.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -918160.687500 Penalty: 4535.841309
	Iteration 8Q: 3 clusters Score -918160.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -918340.625000 Penalty: 4535.841309
	Iteration 9Q: 3 clusters Score -918340.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -918513.625000 Penalty: 4535.841309
	Iteration 10Q: 3 clusters Score -918513.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -918672.250000 Penalty: 4535.841309
	Iteration 11Q: 3 clusters Score -918672.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -918858.687500 Penalty: 4535.841309
	Iteration 12Q: 3 clusters Score -918858.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -919047.000000 Penalty: 4535.841309
	Iteration 13Q: 3 clusters Score -919047 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -919208.312500 Penalty: 4535.841309
	Iteration 14Q: 3 clusters Score -919208.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -919326.687500 Penalty: 4535.841309
	Iteration 15Q: 3 clusters Score -919326.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -919418.937500 Penalty: 4535.841309
	Iteration 16Q: 3 clusters Score -919418.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -919480.562500 Penalty: 4535.841309
	Iteration 17Q: 3 clusters Score -919480.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -919538.187500 Penalty: 4535.841309
	Iteration 18Q: 3 clusters Score -919538.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -919583.250000 Penalty: 4535.841309
	Iteration 19Q: 3 clusters Score -919583.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -919625.062500 Penalty: 4535.841309
	Iteration 20F: 3 clusters Score -919625.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -919666.937500 Penalty: 4535.841309
	Iteration 21Q: 3 clusters Score -919666.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -919713.187500 Penalty: 4535.841309
	Iteration 22Q: 3 clusters Score -919713.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -919764.687500 Penalty: 4535.841309
	Iteration 23Q: 3 clusters Score -919764.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -919821.625000 Penalty: 4535.841309
	Iteration 24Q: 3 clusters Score -919821.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -919876.937500 Penalty: 4535.841309
	Iteration 25Q: 3 clusters Score -919876.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -919938.000000 Penalty: 4535.841309
	Iteration 26Q: 3 clusters Score -919938 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -919984.937500 Penalty: 4535.841309
	Iteration 27Q: 3 clusters Score -919984.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -920015.812500 Penalty: 4535.841309
	Iteration 28Q: 3 clusters Score -920015.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -920039.687500 Penalty: 4535.841309
	Iteration 29Q: 3 clusters Score -920039.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -920058.750000 Penalty: 4535.841309
	Iteration 30Q: 3 clusters Score -920058.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -920093.875000 Penalty: 4535.841309
	Iteration 31Q: 3 clusters Score -920093.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -920118.937500 Penalty: 4535.841309
	Iteration 32Q: 3 clusters Score -920118.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -920143.562500 Penalty: 4535.841309
	Iteration 33Q: 3 clusters Score -920143.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -920165.062500 Penalty: 4535.841309
	Iteration 34Q: 3 clusters Score -920165.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -920186.062500 Penalty: 4535.841309
	Iteration 35Q: 3 clusters Score -920186.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -920206.187500 Penalty: 4535.841309
	Iteration 36Q: 3 clusters Score -920206.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -920229.437500 Penalty: 4535.841309
	Iteration 37Q: 3 clusters Score -920229.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -920251.437500 Penalty: 4535.841309
	Iteration 38Q: 3 clusters Score -920251.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -920270.125000 Penalty: 4535.841309
	Iteration 39Q: 3 clusters Score -920270.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -920284.875000 Penalty: 4535.841309
	Iteration 40F: 3 clusters Score -920284.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -920300.500000 Penalty: 4535.841309
	Iteration 41Q: 3 clusters Score -920300.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -920322.937500 Penalty: 4535.841309
	Iteration 42Q: 3 clusters Score -920322.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -920346.812500 Penalty: 4535.841309
	Iteration 43Q: 3 clusters Score -920346.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -920367.312500 Penalty: 4535.841309
	Iteration 44Q: 3 clusters Score -920367.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -920386.875000 Penalty: 4535.841309
	Iteration 45Q: 3 clusters Score -920386.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -920397.375000 Penalty: 4535.841309
	Iteration 46Q: 3 clusters Score -920397.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -920415.500000 Penalty: 4535.841309
	Iteration 47Q: 3 clusters Score -920415.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -920440.125000 Penalty: 4535.841309
	Iteration 48Q: 3 clusters Score -920440.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -920476.125000 Penalty: 4535.841309
	Iteration 49Q: 3 clusters Score -920476.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -920507.062500 Penalty: 4535.841309
	Iteration 50Q: 3 clusters Score -920507.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -920533.000000 Penalty: 4535.841309
	Iteration 51Q: 3 clusters Score -920533 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -920559.875000 Penalty: 4535.841309
	Iteration 52Q: 3 clusters Score -920559.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -920594.000000 Penalty: 4535.841309
	Iteration 53Q: 3 clusters Score -920594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -920629.687500 Penalty: 4535.841309
	Iteration 54Q: 3 clusters Score -920629.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -920675.062500 Penalty: 4535.841309
	Iteration 55Q: 3 clusters Score -920675.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -920727.937500 Penalty: 4535.841309
	Iteration 56Q: 3 clusters Score -920727.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -920762.750000 Penalty: 4535.841309
	Iteration 57Q: 3 clusters Score -920762.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -920787.062500 Penalty: 4535.841309
	Iteration 58Q: 3 clusters Score -920787.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -920799.687500 Penalty: 4535.841309
	Iteration 59Q: 3 clusters Score -920799.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -920804.312500 Penalty: 4535.841309
	Iteration 60F: 3 clusters Score -920804.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -920809.625000 Penalty: 4535.841309
	Iteration 61Q: 3 clusters Score -920809.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -920814.250000 Penalty: 4535.841309
	Iteration 62Q: 3 clusters Score -920814.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -920817.187500 Penalty: 4535.841309
	Iteration 63Q: 3 clusters Score -920817.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -920819.125000 Penalty: 4535.841309
	Iteration 64Q: 3 clusters Score -920819.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -920820.750000 Penalty: 4535.841309
	Iteration 65Q: 3 clusters Score -920820.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -920822.375000 Penalty: 4535.841309
	Iteration 66Q: 3 clusters Score -920822.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -920826.437500 Penalty: 4535.841309
	Iteration 67Q: 3 clusters Score -920826.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -920827.437500 Penalty: 4535.841309
	Iteration 68Q: 3 clusters Score -920827.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -920828.750000 Penalty: 4535.841309
	Iteration 69Q: 3 clusters Score -920828.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -920829.062500 Penalty: 4535.841309
	Iteration 70Q: 3 clusters Score -920829.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -920830.812500 Penalty: 4535.841309
	Iteration 71Q: 3 clusters Score -920830.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -920830.812500 Penalty: 4535.841309
	Iteration 72Q: 3 clusters Score -920830.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -920831.437500 Penalty: 4535.841309
	Iteration 73Q: 3 clusters Score -920831.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -920832.625000 Penalty: 4535.841309
	Iteration 74Q: 3 clusters Score -920832.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -920833.375000 Penalty: 4535.841309
	Iteration 75Q: 3 clusters Score -920833.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -920833.500000 Penalty: 4535.841309
	Iteration 76Q: 3 clusters Score -920833.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -920833.500000 Penalty: 4535.841309
	Iteration 77F: 3 clusters Score -920833.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Entering Unmasked Estep 
Score: -167151.718750 Penalty: 1839.708862
	Iteration 0F: 2 clusters Score -167151.7 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 840 members 
Entering Unmasked Estep 
Score: -164761.546875 Penalty: 3679.417725
	Iteration 0F: 3 clusters Score -164761.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -165222.609375 Penalty: 3679.417725
	Iteration 1F: 3 clusters Score -165222.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -165343.000000 Penalty: 3679.417725
	Iteration 2F: 3 clusters Score -165343 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -165446.062500 Penalty: 3679.417725
	Iteration 3Q: 3 clusters Score -165446.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -165528.125000 Penalty: 3679.417725
	Iteration 4Q: 3 clusters Score -165528.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -165603.234375 Penalty: 3679.417725
	Iteration 5Q: 3 clusters Score -165603.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -165679.671875 Penalty: 3679.417725
	Iteration 6Q: 3 clusters Score -165679.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -165756.312500 Penalty: 3679.417725
	Iteration 7Q: 3 clusters Score -165756.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -165828.453125 Penalty: 3679.417725
	Iteration 8Q: 3 clusters Score -165828.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -165879.031250 Penalty: 3679.417725
	Iteration 9Q: 3 clusters Score -165879 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -165918.453125 Penalty: 3679.417725
	Iteration 10Q: 3 clusters Score -165918.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -165955.281250 Penalty: 3679.417725
	Iteration 11Q: 3 clusters Score -165955.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -165980.312500 Penalty: 3679.417725
	Iteration 12Q: 3 clusters Score -165980.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -166007.000000 Penalty: 3679.417725
	Iteration 13Q: 3 clusters Score -166007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -166034.562500 Penalty: 3679.417725
	Iteration 14Q: 3 clusters Score -166034.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -166052.203125 Penalty: 3679.417725
	Iteration 15Q: 3 clusters Score -166052.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -166071.125000 Penalty: 3679.417725
	Iteration 16Q: 3 clusters Score -166071.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -166092.468750 Penalty: 3679.417725
	Iteration 17Q: 3 clusters Score -166092.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -166112.718750 Penalty: 3679.417725
	Iteration 18Q: 3 clusters Score -166112.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -166120.187500 Penalty: 3679.417725
	Iteration 19Q: 3 clusters Score -166120.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -166128.062500 Penalty: 3679.417725
	Iteration 20F: 3 clusters Score -166128.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -166133.578125 Penalty: 3679.417725
	Iteration 21Q: 3 clusters Score -166133.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -166136.500000 Penalty: 3679.417725
	Iteration 22Q: 3 clusters Score -166136.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -166138.046875 Penalty: 3679.417725
	Iteration 23Q: 3 clusters Score -166138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -166139.406250 Penalty: 3679.417725
	Iteration 24Q: 3 clusters Score -166139.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -166139.406250 Penalty: 3679.417725
	Iteration 25F: 3 clusters Score -166139.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Entering Unmasked Estep 
Score: -1654175.500000 Penalty: 2425.304688
	Iteration 0F: 2 clusters Score -1654176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1641593.125000 Penalty: 4850.609375
	Iteration 0F: 3 clusters Score -1641593 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1646063.500000 Penalty: 4850.609375
	Iteration 1F: 3 clusters Score -1646064 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1646929.875000 Penalty: 4850.609375
	Iteration 2F: 3 clusters Score -1646930 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1647754.875000 Penalty: 4850.609375
	Iteration 3F: 3 clusters Score -1647755 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1648476.500000 Penalty: 4850.609375
	Iteration 4F: 3 clusters Score -1648476 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1649201.125000 Penalty: 4850.609375
	Iteration 5F: 3 clusters Score -1649201 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1649908.875000 Penalty: 4850.609375
	Iteration 6F: 3 clusters Score -1649909 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1650561.500000 Penalty: 4850.609375
	Iteration 7F: 3 clusters Score -1650562 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1651025.125000 Penalty: 4850.609375
	Iteration 8Q: 3 clusters Score -1651025 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1651298.000000 Penalty: 4850.609375
	Iteration 9Q: 3 clusters Score -1651298 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1651491.375000 Penalty: 4850.609375
	Iteration 10Q: 3 clusters Score -1651491 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1651625.125000 Penalty: 4850.609375
	Iteration 11Q: 3 clusters Score -1651625 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1651723.625000 Penalty: 4850.609375
	Iteration 12Q: 3 clusters Score -1651724 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1651817.125000 Penalty: 4850.609375
	Iteration 13Q: 3 clusters Score -1651817 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1651903.250000 Penalty: 4850.609375
	Iteration 14Q: 3 clusters Score -1651903 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1651979.500000 Penalty: 4850.609375
	Iteration 15Q: 3 clusters Score -1651980 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1652080.875000 Penalty: 4850.609375
	Iteration 16Q: 3 clusters Score -1652081 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1652168.500000 Penalty: 4850.609375
	Iteration 17Q: 3 clusters Score -1652168 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1652273.000000 Penalty: 4850.609375
	Iteration 18Q: 3 clusters Score -1652273 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1652428.000000 Penalty: 4850.609375
	Iteration 19Q: 3 clusters Score -1652428 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1652591.375000 Penalty: 4850.609375
	Iteration 20F: 3 clusters Score -1652591 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1652768.875000 Penalty: 4850.609375
	Iteration 21Q: 3 clusters Score -1652769 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1652962.250000 Penalty: 4850.609375
	Iteration 22Q: 3 clusters Score -1652962 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1653183.000000 Penalty: 4850.609375
	Iteration 23Q: 3 clusters Score -1653183 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1653400.625000 Penalty: 4850.609375
	Iteration 24Q: 3 clusters Score -1653401 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1653534.250000 Penalty: 4850.609375
	Iteration 25Q: 3 clusters Score -1653534 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1653605.000000 Penalty: 4850.609375
	Iteration 26Q: 3 clusters Score -1653605 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1653647.500000 Penalty: 4850.609375
	Iteration 27Q: 3 clusters Score -1653648 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1653685.625000 Penalty: 4850.609375
	Iteration 28Q: 3 clusters Score -1653686 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1653719.125000 Penalty: 4850.609375
	Iteration 29Q: 3 clusters Score -1653719 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1653737.750000 Penalty: 4850.609375
	Iteration 30Q: 3 clusters Score -1653738 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1653747.000000 Penalty: 4850.609375
	Iteration 31Q: 3 clusters Score -1653747 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1653753.125000 Penalty: 4850.609375
	Iteration 32Q: 3 clusters Score -1653753 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1653761.125000 Penalty: 4850.609375
	Iteration 33Q: 3 clusters Score -1653761 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1653766.625000 Penalty: 4850.609375
	Iteration 34Q: 3 clusters Score -1653767 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1653769.000000 Penalty: 4850.609375
	Iteration 35Q: 3 clusters Score -1653769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1653773.125000 Penalty: 4850.609375
	Iteration 36Q: 3 clusters Score -1653773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1653774.750000 Penalty: 4850.609375
	Iteration 37Q: 3 clusters Score -1653775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1653774.750000 Penalty: 4850.609375
	Iteration 38Q: 3 clusters Score -1653775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1653775.750000 Penalty: 4850.609375
	Iteration 39Q: 3 clusters Score -1653776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1653779.625000 Penalty: 4850.609375
	Iteration 40F: 3 clusters Score -1653780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1653780.625000 Penalty: 4850.609375
	Iteration 41Q: 3 clusters Score -1653781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1653782.250000 Penalty: 4850.609375
	Iteration 42Q: 3 clusters Score -1653782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1653786.125000 Penalty: 4850.609375
	Iteration 43Q: 3 clusters Score -1653786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1653789.625000 Penalty: 4850.609375
	Iteration 44Q: 3 clusters Score -1653790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1653790.875000 Penalty: 4850.609375
	Iteration 45Q: 3 clusters Score -1653791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1653791.625000 Penalty: 4850.609375
	Iteration 46Q: 3 clusters Score -1653792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1653797.250000 Penalty: 4850.609375
	Iteration 47Q: 3 clusters Score -1653797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1653799.375000 Penalty: 4850.609375
	Iteration 48Q: 3 clusters Score -1653799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1653799.375000 Penalty: 4850.609375
	Iteration 49Q: 3 clusters Score -1653799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1653804.000000 Penalty: 4850.609375
	Iteration 50Q: 3 clusters Score -1653804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1653802.875000 Penalty: 4850.609375
	Iteration 51Q: 3 clusters Score -1653803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1653804.500000 Penalty: 4850.609375
	Iteration 52Q: 3 clusters Score -1653804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1653805.375000 Penalty: 4850.609375
	Iteration 53Q: 3 clusters Score -1653805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1653806.125000 Penalty: 4850.609375
	Iteration 54Q: 3 clusters Score -1653806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1653806.500000 Penalty: 4850.609375
	Iteration 55Q: 3 clusters Score -1653806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1653807.875000 Penalty: 4850.609375
	Iteration 56Q: 3 clusters Score -1653808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1653805.375000 Penalty: 4850.609375
	Iteration 57Q: 3 clusters Score -1653805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1653805.625000 Penalty: 4850.609375
	Iteration 58Q: 3 clusters Score -1653806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1653809.875000 Penalty: 4850.609375
	Iteration 59Q: 3 clusters Score -1653810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1653809.750000 Penalty: 4850.609375
	Iteration 60F: 3 clusters Score -1653810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1653809.125000 Penalty: 4850.609375
	Iteration 61Q: 3 clusters Score -1653809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1653809.125000 Penalty: 4850.609375
	Iteration 62Q: 3 clusters Score -1653809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1653812.000000 Penalty: 4850.609375
	Iteration 63Q: 3 clusters Score -1653812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1653814.375000 Penalty: 4850.609375
	Iteration 64Q: 3 clusters Score -1653814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1653815.375000 Penalty: 4850.609375
	Iteration 65Q: 3 clusters Score -1653815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1653815.125000 Penalty: 4850.609375
	Iteration 66Q: 3 clusters Score -1653815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1653815.125000 Penalty: 4850.609375
	Iteration 67F: 3 clusters Score -1653815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Entering Unmasked Estep 
Score: -1580006.750000 Penalty: 2417.635010
	Iteration 0F: 2 clusters Score -1580007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1567889.750000 Penalty: 4835.270020
	Iteration 0F: 3 clusters Score -1567890 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1572328.125000 Penalty: 4835.270020
	Iteration 1F: 3 clusters Score -1572328 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1573442.250000 Penalty: 4835.270020
	Iteration 2F: 3 clusters Score -1573442 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1574788.875000 Penalty: 4835.270020
	Iteration 3F: 3 clusters Score -1574789 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1576018.875000 Penalty: 4835.270020
	Iteration 4F: 3 clusters Score -1576019 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1576744.000000 Penalty: 4835.270020
	Iteration 5F: 3 clusters Score -1576744 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1577125.750000 Penalty: 4835.270020
	Iteration 6Q: 3 clusters Score -1577126 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1577334.375000 Penalty: 4835.270020
	Iteration 7Q: 3 clusters Score -1577334 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1577474.875000 Penalty: 4835.270020
	Iteration 8Q: 3 clusters Score -1577475 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1577566.250000 Penalty: 4835.270020
	Iteration 9Q: 3 clusters Score -1577566 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1577643.250000 Penalty: 4835.270020
	Iteration 10Q: 3 clusters Score -1577643 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1577711.875000 Penalty: 4835.270020
	Iteration 11Q: 3 clusters Score -1577712 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1577767.375000 Penalty: 4835.270020
	Iteration 12Q: 3 clusters Score -1577767 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1577802.000000 Penalty: 4835.270020
	Iteration 13Q: 3 clusters Score -1577802 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1577848.875000 Penalty: 4835.270020
	Iteration 14Q: 3 clusters Score -1577849 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1577893.250000 Penalty: 4835.270020
	Iteration 15Q: 3 clusters Score -1577893 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1577933.750000 Penalty: 4835.270020
	Iteration 16Q: 3 clusters Score -1577934 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1577974.875000 Penalty: 4835.270020
	Iteration 17Q: 3 clusters Score -1577975 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1578026.750000 Penalty: 4835.270020
	Iteration 18Q: 3 clusters Score -1578027 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1578067.875000 Penalty: 4835.270020
	Iteration 19Q: 3 clusters Score -1578068 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1578110.250000 Penalty: 4835.270020
	Iteration 20F: 3 clusters Score -1578110 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1578163.125000 Penalty: 4835.270020
	Iteration 21Q: 3 clusters Score -1578163 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1578215.875000 Penalty: 4835.270020
	Iteration 22Q: 3 clusters Score -1578216 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1578260.125000 Penalty: 4835.270020
	Iteration 23Q: 3 clusters Score -1578260 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1578305.625000 Penalty: 4835.270020
	Iteration 24Q: 3 clusters Score -1578306 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1578350.875000 Penalty: 4835.270020
	Iteration 25Q: 3 clusters Score -1578351 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1578395.250000 Penalty: 4835.270020
	Iteration 26Q: 3 clusters Score -1578395 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1578444.000000 Penalty: 4835.270020
	Iteration 27Q: 3 clusters Score -1578444 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1578496.625000 Penalty: 4835.270020
	Iteration 28Q: 3 clusters Score -1578497 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1578551.000000 Penalty: 4835.270020
	Iteration 29Q: 3 clusters Score -1578551 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1578605.875000 Penalty: 4835.270020
	Iteration 30Q: 3 clusters Score -1578606 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1578661.000000 Penalty: 4835.270020
	Iteration 31Q: 3 clusters Score -1578661 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1578722.000000 Penalty: 4835.270020
	Iteration 32Q: 3 clusters Score -1578722 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1578771.375000 Penalty: 4835.270020
	Iteration 33Q: 3 clusters Score -1578771 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1578835.750000 Penalty: 4835.270020
	Iteration 34Q: 3 clusters Score -1578836 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1578893.625000 Penalty: 4835.270020
	Iteration 35Q: 3 clusters Score -1578894 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1578954.125000 Penalty: 4835.270020
	Iteration 36Q: 3 clusters Score -1578954 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1579010.500000 Penalty: 4835.270020
	Iteration 37Q: 3 clusters Score -1579010 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1579066.125000 Penalty: 4835.270020
	Iteration 38Q: 3 clusters Score -1579066 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1579131.875000 Penalty: 4835.270020
	Iteration 39Q: 3 clusters Score -1579132 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1579184.125000 Penalty: 4835.270020
	Iteration 40F: 3 clusters Score -1579184 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1579230.375000 Penalty: 4835.270020
	Iteration 41Q: 3 clusters Score -1579230 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1579284.250000 Penalty: 4835.270020
	Iteration 42Q: 3 clusters Score -1579284 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1579343.625000 Penalty: 4835.270020
	Iteration 43Q: 3 clusters Score -1579344 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1579394.625000 Penalty: 4835.270020
	Iteration 44Q: 3 clusters Score -1579395 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1579446.375000 Penalty: 4835.270020
	Iteration 45Q: 3 clusters Score -1579446 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1579497.875000 Penalty: 4835.270020
	Iteration 46Q: 3 clusters Score -1579498 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1579549.375000 Penalty: 4835.270020
	Iteration 47Q: 3 clusters Score -1579549 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1579598.125000 Penalty: 4835.270020
	Iteration 48Q: 3 clusters Score -1579598 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1579633.500000 Penalty: 4835.270020
	Iteration 49Q: 3 clusters Score -1579634 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1579666.500000 Penalty: 4835.270020
	Iteration 50Q: 3 clusters Score -1579666 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1579704.875000 Penalty: 4835.270020
	Iteration 51Q: 3 clusters Score -1579705 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1579733.750000 Penalty: 4835.270020
	Iteration 52Q: 3 clusters Score -1579734 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1579757.875000 Penalty: 4835.270020
	Iteration 53Q: 3 clusters Score -1579758 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1579785.750000 Penalty: 4835.270020
	Iteration 54Q: 3 clusters Score -1579786 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -1579806.500000 Penalty: 4835.270020
	Iteration 55Q: 3 clusters Score -1579806 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -1579827.125000 Penalty: 4835.270020
	Iteration 56Q: 3 clusters Score -1579827 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1579835.375000 Penalty: 4835.270020
	Iteration 57Q: 3 clusters Score -1579835 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -1579847.625000 Penalty: 4835.270020
	Iteration 58Q: 3 clusters Score -1579848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1579855.875000 Penalty: 4835.270020
	Iteration 59Q: 3 clusters Score -1579856 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1579861.375000 Penalty: 4835.270020
	Iteration 60F: 3 clusters Score -1579861 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1579863.750000 Penalty: 4835.270020
	Iteration 61Q: 3 clusters Score -1579864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1579868.625000 Penalty: 4835.270020
	Iteration 62Q: 3 clusters Score -1579869 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1579868.625000 Penalty: 4835.270020
	Iteration 63Q: 3 clusters Score -1579869 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -1579873.375000 Penalty: 4835.270020
	Iteration 64Q: 3 clusters Score -1579873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -1579879.375000 Penalty: 4835.270020
	Iteration 65Q: 3 clusters Score -1579879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1579884.000000 Penalty: 4835.270020
	Iteration 66Q: 3 clusters Score -1579884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1579883.750000 Penalty: 4835.270020
	Iteration 67Q: 3 clusters Score -1579884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -1579880.750000 Penalty: 4835.270020
	Iteration 68Q: 3 clusters Score -1579881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1579886.500000 Penalty: 4835.270020
	Iteration 69Q: 3 clusters Score -1579886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -1579887.625000 Penalty: 4835.270020
	Iteration 70Q: 3 clusters Score -1579888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1579889.000000 Penalty: 4835.270020
	Iteration 71Q: 3 clusters Score -1579889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1579888.875000 Penalty: 4835.270020
	Iteration 72Q: 3 clusters Score -1579889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -1579887.500000 Penalty: 4835.270020
	Iteration 73Q: 3 clusters Score -1579888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -1579892.375000 Penalty: 4835.270020
	Iteration 74Q: 3 clusters Score -1579892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1579897.625000 Penalty: 4835.270020
	Iteration 75Q: 3 clusters Score -1579898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1579898.000000 Penalty: 4835.270020
	Iteration 76Q: 3 clusters Score -1579898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1579895.750000 Penalty: 4835.270020
	Iteration 77Q: 3 clusters Score -1579896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1579896.500000 Penalty: 4835.270020
	Iteration 78Q: 3 clusters Score -1579896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1579899.875000 Penalty: 4835.270020
	Iteration 79Q: 3 clusters Score -1579900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -1579900.625000 Penalty: 4835.270020
	Iteration 80F: 3 clusters Score -1579901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1579900.625000 Penalty: 4835.270020
	Iteration 81Q: 3 clusters Score -1579901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -1579903.875000 Penalty: 4835.270020
	Iteration 82Q: 3 clusters Score -1579904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -1579902.750000 Penalty: 4835.270020
	Iteration 83Q: 3 clusters Score -1579903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -1579903.000000 Penalty: 4835.270020
	Iteration 84Q: 3 clusters Score -1579903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -1579905.750000 Penalty: 4835.270020
	Iteration 85Q: 3 clusters Score -1579906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -1579906.500000 Penalty: 4835.270020
	Iteration 86Q: 3 clusters Score -1579906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -1579904.750000 Penalty: 4835.270020
	Iteration 87Q: 3 clusters Score -1579905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -1579910.875000 Penalty: 4835.270020
	Iteration 88Q: 3 clusters Score -1579911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1579908.000000 Penalty: 4835.270020
	Iteration 89Q: 3 clusters Score -1579908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1579909.500000 Penalty: 4835.270020
	Iteration 90Q: 3 clusters Score -1579910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1579913.375000 Penalty: 4835.270020
	Iteration 91Q: 3 clusters Score -1579913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1579911.875000 Penalty: 4835.270020
	Iteration 92Q: 3 clusters Score -1579912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1579915.250000 Penalty: 4835.270020
	Iteration 93Q: 3 clusters Score -1579915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1579914.500000 Penalty: 4835.270020
	Iteration 94Q: 3 clusters Score -1579914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -1579914.625000 Penalty: 4835.270020
	Iteration 95Q: 3 clusters Score -1579915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -1579914.625000 Penalty: 4835.270020
	Iteration 96Q: 3 clusters Score -1579915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -1579915.125000 Penalty: 4835.270020
	Iteration 97Q: 3 clusters Score -1579915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -1579912.750000 Penalty: 4835.270020
	Iteration 98Q: 3 clusters Score -1579913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1579913.125000 Penalty: 4835.270020
	Iteration 99Q: 3 clusters Score -1579913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1579913.125000 Penalty: 4835.270020
	Iteration 100F: 3 clusters Score -1579913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Entering Unmasked Estep 
Score: -2308739.000000 Penalty: 2470.246338
	Iteration 0F: 2 clusters Score -2308739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2293963.750000 Penalty: 4940.492676
	Iteration 0F: 3 clusters Score -2293964 nChanged 9346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2299104.500000 Penalty: 4940.492676
	Iteration 1F: 3 clusters Score -2299104 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2299829.250000 Penalty: 4940.492676
	Iteration 2F: 3 clusters Score -2299829 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2300725.500000 Penalty: 4940.492676
	Iteration 3F: 3 clusters Score -2300726 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -2301779.250000 Penalty: 4940.492676
	Iteration 4F: 3 clusters Score -2301779 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2302974.000000 Penalty: 4940.492676
	Iteration 5F: 3 clusters Score -2302974 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2304319.500000 Penalty: 4940.492676
	Iteration 6F: 3 clusters Score -2304320 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2305717.000000 Penalty: 4940.492676
	Iteration 7F: 3 clusters Score -2305717 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2307023.250000 Penalty: 4940.492676
	Iteration 8F: 3 clusters Score -2307023 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -2307878.000000 Penalty: 4940.492676
	Iteration 9Q: 3 clusters Score -2307878 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2308357.000000 Penalty: 4940.492676
	Iteration 10Q: 3 clusters Score -2308357 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2308592.000000 Penalty: 4940.492676
	Iteration 11Q: 3 clusters Score -2308592 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2308775.000000 Penalty: 4940.492676
	Iteration 12Q: 3 clusters Score -2308775 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -2308894.500000 Penalty: 4940.492676
	Iteration 13Q: 3 clusters Score -2308894 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -2309017.000000 Penalty: 4940.492676
	Iteration 14Q: 3 clusters Score -2309017 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2309112.500000 Penalty: 4940.492676
	Iteration 15Q: 3 clusters Score -2309112 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2309183.000000 Penalty: 4940.492676
	Iteration 16Q: 3 clusters Score -2309183 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -2309228.750000 Penalty: 4940.492676
	Iteration 17Q: 3 clusters Score -2309229 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2309274.750000 Penalty: 4940.492676
	Iteration 18Q: 3 clusters Score -2309275 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -2309332.250000 Penalty: 4940.492676
	Iteration 19Q: 3 clusters Score -2309332 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -2309411.000000 Penalty: 4940.492676
	Iteration 20F: 3 clusters Score -2309411 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2309486.750000 Penalty: 4940.492676
	Iteration 21Q: 3 clusters Score -2309487 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2309551.500000 Penalty: 4940.492676
	Iteration 22Q: 3 clusters Score -2309552 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -2309595.500000 Penalty: 4940.492676
	Iteration 23Q: 3 clusters Score -2309596 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2309622.500000 Penalty: 4940.492676
	Iteration 24Q: 3 clusters Score -2309622 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -2309655.750000 Penalty: 4940.492676
	Iteration 25Q: 3 clusters Score -2309656 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2309683.250000 Penalty: 4940.492676
	Iteration 26Q: 3 clusters Score -2309683 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2309705.500000 Penalty: 4940.492676
	Iteration 27Q: 3 clusters Score -2309706 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2309716.750000 Penalty: 4940.492676
	Iteration 28Q: 3 clusters Score -2309717 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2309723.500000 Penalty: 4940.492676
	Iteration 29Q: 3 clusters Score -2309724 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2309730.000000 Penalty: 4940.492676
	Iteration 30Q: 3 clusters Score -2309730 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2309744.000000 Penalty: 4940.492676
	Iteration 31Q: 3 clusters Score -2309744 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2309757.500000 Penalty: 4940.492676
	Iteration 32Q: 3 clusters Score -2309758 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2309758.250000 Penalty: 4940.492676
	Iteration 33Q: 3 clusters Score -2309758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2309771.000000 Penalty: 4940.492676
	Iteration 34Q: 3 clusters Score -2309771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2309773.500000 Penalty: 4940.492676
	Iteration 35Q: 3 clusters Score -2309774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2309776.500000 Penalty: 4940.492676
	Iteration 36Q: 3 clusters Score -2309776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2309776.750000 Penalty: 4940.492676
	Iteration 37Q: 3 clusters Score -2309777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -2309778.250000 Penalty: 4940.492676
	Iteration 38Q: 3 clusters Score -2309778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -2309776.500000 Penalty: 4940.492676
	Iteration 39Q: 3 clusters Score -2309776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2309780.500000 Penalty: 4940.492676
	Iteration 40F: 3 clusters Score -2309780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -2309783.750000 Penalty: 4940.492676
	Iteration 41Q: 3 clusters Score -2309784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2309778.000000 Penalty: 4940.492676
	Iteration 42Q: 3 clusters Score -2309778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2309781.750000 Penalty: 4940.492676
	Iteration 43Q: 3 clusters Score -2309782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2309785.000000 Penalty: 4940.492676
	Iteration 44Q: 3 clusters Score -2309785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2309783.500000 Penalty: 4940.492676
	Iteration 45Q: 3 clusters Score -2309784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2309783.500000 Penalty: 4940.492676
	Iteration 46F: 3 clusters Score -2309784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 52480 members 
Mstep: Class 5 contains 22531 members 
Mstep: Class 6 contains 13465 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 5871 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91623 members 
Mstep: Class 11 contains 13888 members 
Mstep: Class 12 contains 30356 members 
Mstep: Class 13 contains 9366 members 
Mstep: Class 14 contains 1666 members 
Mstep: Class 15 contains 17667 members 
Mstep: Class 16 contains 17129 members 
Mstep: Class 17 contains 4497 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 41695 members 
Mstep: Class 20 contains 24614 members 
Mstep: Class 21 contains 33241 members 
Mstep: Class 22 contains 19880 members 
Mstep: Class 23 contains 14265 members 
Mstep: Class 24 contains 14917 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9735 members 
Mstep: Class 28 contains 52219 members 
Mstep: Class 29 contains 7502 members 
Mstep: Class 30 contains 18905 members 
Mstep: Class 31 contains 29054 members 
Mstep: Class 32 contains 13131 members 
Mstep: Class 33 contains 7295 members 
Mstep: Class 34 contains 9764 members 
Mstep: Class 35 contains 15787 members 
Mstep: Class 36 contains 28825 members 
Mstep: Class 37 contains 16680 members 
Entering Unmasked Estep 
Score: -64698592.000000 Penalty: 122792.960938
Splitting cluster 17 changes total score from -64696120.000000 to -64698592.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 18 (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: -156643.265625 Penalty: 1818.751709
	Iteration 0F: 2 clusters Score -156643.3 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 773 members 
Entering Unmasked Estep 
Score: -154485.546875 Penalty: 3637.503418
	Iteration 0F: 3 clusters Score -154485.5 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -155144.375000 Penalty: 3637.503418
	Iteration 1F: 3 clusters Score -155144.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -155746.640625 Penalty: 3637.503418
	Iteration 2F: 3 clusters Score -155746.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -156246.390625 Penalty: 3637.503418
	Iteration 3F: 3 clusters Score -156246.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -156530.406250 Penalty: 3637.503418
	Iteration 4F: 3 clusters Score -156530.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -156701.812500 Penalty: 3637.503418
	Iteration 5Q: 3 clusters Score -156701.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -156811.593750 Penalty: 3637.503418
	Iteration 6Q: 3 clusters Score -156811.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -156908.312500 Penalty: 3637.503418
	Iteration 7Q: 3 clusters Score -156908.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -156955.484375 Penalty: 3637.503418
	Iteration 8Q: 3 clusters Score -156955.5 nChanged 32
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: -157015.296875 Penalty: 3637.503418
	Iteration 9Q: 3 clusters Score -157015.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -157089.078125 Penalty: 3637.503418
	Iteration 10Q: 3 clusters Score -157089.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -157170.296875 Penalty: 3637.503418
	Iteration 11Q: 3 clusters Score -157170.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -157234.296875 Penalty: 3637.503418
	Iteration 12Q: 3 clusters Score -157234.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -157281.390625 Penalty: 3637.503418
	Iteration 13Q: 3 clusters Score -157281.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -157320.609375 Penalty: 3637.503418
	Iteration 14Q: 3 clusters Score -157320.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -157376.578125 Penalty: 3637.503418
	Iteration 15Q: 3 clusters Score -157376.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -157451.468750 Penalty: 3637.503418
	Iteration 16Q: 3 clusters Score -157451.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -157508.203125 Penalty: 3637.503418
	Iteration 17Q: 3 clusters Score -157508.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -157523.843750 Penalty: 3637.503418
	Iteration 18Q: 3 clusters Score -157523.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -157524.921875 Penalty: 3637.503418
	Iteration 19Q: 3 clusters Score -157524.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -157524.921875 Penalty: 3637.503418
	Iteration 20F: 3 clusters Score -157524.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 52480 members 
Mstep: Class 5 contains 22531 members 
Mstep: Class 6 contains 13465 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 5871 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91623 members 
Mstep: Class 11 contains 13888 members 
Mstep: Class 12 contains 30356 members 
Mstep: Class 13 contains 9366 members 
Mstep: Class 14 contains 1666 members 
Mstep: Class 15 contains 17667 members 
Mstep: Class 16 contains 17129 members 
Mstep: Class 17 contains 4497 members 
Mstep: Class 18 contains 920 members 
Mstep: Class 19 contains 41695 members 
Mstep: Class 20 contains 24614 members 
Mstep: Class 21 contains 33241 members 
Mstep: Class 22 contains 19880 members 
Mstep: Class 23 contains 14265 members 
Mstep: Class 24 contains 14917 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9735 members 
Mstep: Class 28 contains 52219 members 
Mstep: Class 29 contains 7502 members 
Mstep: Class 30 contains 18905 members 
Mstep: Class 31 contains 29054 members 
Mstep: Class 32 contains 13131 members 
Mstep: Class 33 contains 7295 members 
Mstep: Class 34 contains 9764 members 
Mstep: Class 35 contains 15787 members 
Mstep: Class 36 contains 28825 members 
Mstep: Class 37 contains 16680 members 
Mstep: Class 38 contains 611 members 
Entering Unmasked Estep 
Score: -64697944.000000 Penalty: 126111.687500
Splitting cluster 18 changes total score from -64696120.000000 to -64697944.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 19 (41695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Entering Unmasked Estep 
Score: -4519525.500000 Penalty: 2638.258057
	Iteration 0F: 2 clusters Score -4519526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -4491260.500000 Penalty: 5276.516113
	Iteration 0F: 3 clusters Score -4491260 nChanged 19105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -4501933.500000 Penalty: 5276.516113
	Iteration 1F: 3 clusters Score -4501934 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -4502613.000000 Penalty: 5276.516113
	Iteration 2Q: 3 clusters Score -4502613 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -4503314.000000 Penalty: 5276.516113
	Iteration 3Q: 3 clusters Score -4503314 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -4504260.000000 Penalty: 5276.516113
	Iteration 4Q: 3 clusters Score -4504260 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -4505449.000000 Penalty: 5276.516113
	Iteration 5Q: 3 clusters Score -4505449 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -4506885.000000 Penalty: 5276.516113
	Iteration 6F: 3 clusters Score -4506885 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -4508393.000000 Penalty: 5276.516113
	Iteration 7F: 3 clusters Score -4508393 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -4509847.500000 Penalty: 5276.516113
	Iteration 8F: 3 clusters Score -4509848 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -4511082.000000 Penalty: 5276.516113
	Iteration 9Q: 3 clusters Score -4511082 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -4512144.500000 Penalty: 5276.516113
	Iteration 10Q: 3 clusters Score -4512144 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -4513054.500000 Penalty: 5276.516113
	Iteration 11Q: 3 clusters Score -4513054 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -4513799.500000 Penalty: 5276.516113
	Iteration 12Q: 3 clusters Score -4513800 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -4514548.000000 Penalty: 5276.516113
	Iteration 13Q: 3 clusters Score -4514548 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -4515128.500000 Penalty: 5276.516113
	Iteration 14Q: 3 clusters Score -4515128 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -4515617.000000 Penalty: 5276.516113
	Iteration 15Q: 3 clusters Score -4515617 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -4516007.500000 Penalty: 5276.516113
	Iteration 16Q: 3 clusters Score -4516008 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -4516334.000000 Penalty: 5276.516113
	Iteration 17Q: 3 clusters Score -4516334 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -4516583.000000 Penalty: 5276.516113
	Iteration 18Q: 3 clusters Score -4516583 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -4516750.500000 Penalty: 5276.516113
	Iteration 19Q: 3 clusters Score -4516750 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -4516891.500000 Penalty: 5276.516113
	Iteration 20F: 3 clusters Score -4516892 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
Score: -4517005.500000 Penalty: 5276.516113
	Iteration 21Q: 3 clusters Score -4517006 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -4517091.000000 Penalty: 5276.516113
	Iteration 22Q: 3 clusters Score -4517091 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -4517146.000000 Penalty: 5276.516113
	Iteration 23Q: 3 clusters Score -4517146 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -4517192.500000 Penalty: 5276.516113
	Iteration 24Q: 3 clusters Score -4517192 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -4517215.000000 Penalty: 5276.516113
	Iteration 25Q: 3 clusters Score -4517215 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -4517255.500000 Penalty: 5276.516113
	Iteration 26Q: 3 clusters Score -4517256 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -4517284.000000 Penalty: 5276.516113
	Iteration 27Q: 3 clusters Score -4517284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -4517294.000000 Penalty: 5276.516113
	Iteration 28Q: 3 clusters Score -4517294 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -4517313.000000 Penalty: 5276.516113
	Iteration 29Q: 3 clusters Score -4517313 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -4517328.500000 Penalty: 5276.516113
	Iteration 30Q: 3 clusters Score -4517328 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -4517342.500000 Penalty: 5276.516113
	Iteration 31Q: 3 clusters Score -4517342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -4517346.500000 Penalty: 5276.516113
	Iteration 32Q: 3 clusters Score -4517346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -4517356.500000 Penalty: 5276.516113
	Iteration 33Q: 3 clusters Score -4517356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -4517366.000000 Penalty: 5276.516113
	Iteration 34Q: 3 clusters Score -4517366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -4517379.500000 Penalty: 5276.516113
	Iteration 35Q: 3 clusters Score -4517380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -4517389.000000 Penalty: 5276.516113
	Iteration 36Q: 3 clusters Score -4517389 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -4517380.000000 Penalty: 5276.516113
	Iteration 37Q: 3 clusters Score -4517380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -4517395.500000 Penalty: 5276.516113
	Iteration 38Q: 3 clusters Score -4517396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -4517389.500000 Penalty: 5276.516113
	Iteration 39Q: 3 clusters Score -4517390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -4517400.000000 Penalty: 5276.516113
	Iteration 40F: 3 clusters Score -4517400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -4517404.500000 Penalty: 5276.516113
	Iteration 41Q: 3 clusters Score -4517404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -4517408.000000 Penalty: 5276.516113
	Iteration 42Q: 3 clusters Score -4517408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -4517416.500000 Penalty: 5276.516113
	Iteration 43Q: 3 clusters Score -4517416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -4517413.500000 Penalty: 5276.516113
	Iteration 44Q: 3 clusters Score -4517414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -4517413.500000 Penalty: 5276.516113
	Iteration 45Q: 3 clusters Score -4517414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -4517410.000000 Penalty: 5276.516113
	Iteration 46Q: 3 clusters Score -4517410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
Score: -4517410.000000 Penalty: 5276.516113
	Iteration 47Q: 3 clusters Score -4517410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -4517411.500000 Penalty: 5276.516113
	Iteration 48Q: 3 clusters Score -4517412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -4517411.500000 Penalty: 5276.516113
	Iteration 49F: 3 clusters Score -4517412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Entering Unmasked Estep 
Score: -2611977.000000 Penalty: 2507.545410
	Iteration 0F: 2 clusters Score -2611977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2594904.000000 Penalty: 5015.090820
	Iteration 0F: 3 clusters Score -2594904 nChanged 10932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2600854.750000 Penalty: 5015.090820
	Iteration 1F: 3 clusters Score -2600855 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2601577.000000 Penalty: 5015.090820
	Iteration 2F: 3 clusters Score -2601577 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2602493.750000 Penalty: 5015.090820
	Iteration 3F: 3 clusters Score -2602494 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2603718.500000 Penalty: 5015.090820
	Iteration 4F: 3 clusters Score -2603718 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -2605345.500000 Penalty: 5015.090820
	Iteration 5F: 3 clusters Score -2605346 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2607234.250000 Penalty: 5015.090820
	Iteration 6F: 3 clusters Score -2607234 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2608956.000000 Penalty: 5015.090820
	Iteration 7F: 3 clusters Score -2608956 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2610538.500000 Penalty: 5015.090820
	Iteration 8F: 3 clusters Score -2610538 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -2612050.250000 Penalty: 5015.090820
	Iteration 9F: 3 clusters Score -2612050 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -2613165.000000 Penalty: 5015.090820
	Iteration 10Q: 3 clusters Score -2613165 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2613799.750000 Penalty: 5015.090820
	Iteration 11Q: 3 clusters Score -2613800 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -2614184.500000 Penalty: 5015.090820
	Iteration 12Q: 3 clusters Score -2614184 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2614389.250000 Penalty: 5015.090820
	Iteration 13Q: 3 clusters Score -2614389 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2614490.750000 Penalty: 5015.090820
	Iteration 14Q: 3 clusters Score -2614491 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2614547.750000 Penalty: 5015.090820
	Iteration 15Q: 3 clusters Score -2614548 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2614592.250000 Penalty: 5015.090820
	Iteration 16Q: 3 clusters Score -2614592 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2614608.000000 Penalty: 5015.090820
	Iteration 17Q: 3 clusters Score -2614608 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -2614637.750000 Penalty: 5015.090820
	Iteration 18Q: 3 clusters Score -2614638 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2614640.500000 Penalty: 5015.090820
	Iteration 19Q: 3 clusters Score -2614640 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -2614653.500000 Penalty: 5015.090820
	Iteration 20F: 3 clusters Score -2614654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -2614657.750000 Penalty: 5015.090820
	Iteration 21Q: 3 clusters Score -2614658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2614656.500000 Penalty: 5015.090820
	Iteration 22Q: 3 clusters Score -2614656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2614661.000000 Penalty: 5015.090820
	Iteration 23Q: 3 clusters Score -2614661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2614663.500000 Penalty: 5015.090820
	Iteration 24Q: 3 clusters Score -2614664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -2614662.750000 Penalty: 5015.090820
	Iteration 25Q: 3 clusters Score -2614663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2614669.000000 Penalty: 5015.090820
	Iteration 26Q: 3 clusters Score -2614669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2614667.000000 Penalty: 5015.090820
	Iteration 27Q: 3 clusters Score -2614667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -2614668.250000 Penalty: 5015.090820
	Iteration 28Q: 3 clusters Score -2614668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2614664.500000 Penalty: 5015.090820
	Iteration 29Q: 3 clusters Score -2614664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -2614664.500000 Penalty: 5015.090820
	Iteration 30Q: 3 clusters Score -2614664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2614664.750000 Penalty: 5015.090820
	Iteration 31Q: 3 clusters Score -2614665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -2614663.000000 Penalty: 5015.090820
	Iteration 32Q: 3 clusters Score -2614663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2614660.750000 Penalty: 5015.090820
	Iteration 33Q: 3 clusters Score -2614661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2614660.000000 Penalty: 5015.090820
	Iteration 34Q: 3 clusters Score -2614660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2614657.500000 Penalty: 5015.090820
	Iteration 35Q: 3 clusters Score -2614658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2614661.250000 Penalty: 5015.090820
	Iteration 36Q: 3 clusters Score -2614661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2614662.500000 Penalty: 5015.090820
	Iteration 37Q: 3 clusters Score -2614662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2614659.750000 Penalty: 5015.090820
	Iteration 38Q: 3 clusters Score -2614660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2614659.750000 Penalty: 5015.090820
	Iteration 39F: 3 clusters Score -2614660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 52480 members 
Mstep: Class 5 contains 22531 members 
Mstep: Class 6 contains 13465 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 5871 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91623 members 
Mstep: Class 11 contains 13888 members 
Mstep: Class 12 contains 30356 members 
Mstep: Class 13 contains 9366 members 
Mstep: Class 14 contains 1666 members 
Mstep: Class 15 contains 17667 members 
Mstep: Class 16 contains 17129 members 
Mstep: Class 17 contains 4497 members 
Mstep: Class 18 contains 920 members 
Mstep: Class 19 contains 41695 members 
Mstep: Class 20 contains 10293 members 
Mstep: Class 21 contains 33241 members 
Mstep: Class 22 contains 19880 members 
Mstep: Class 23 contains 14265 members 
Mstep: Class 24 contains 14917 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9735 members 
Mstep: Class 28 contains 52219 members 
Mstep: Class 29 contains 7502 members 
Mstep: Class 30 contains 18905 members 
Mstep: Class 31 contains 29054 members 
Mstep: Class 32 contains 13131 members 
Mstep: Class 33 contains 7295 members 
Mstep: Class 34 contains 9764 members 
Mstep: Class 35 contains 15787 members 
Mstep: Class 36 contains 28825 members 
Mstep: Class 37 contains 16680 members 
Mstep: Class 38 contains 611 members 
Mstep: Class 39 contains 14321 members 
Entering Unmasked Estep 
Score: -64699832.000000 Penalty: 129430.414062
Splitting cluster 20 changes total score from -64696120.000000 to -64699832.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 21 (33241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Entering Unmasked Estep 
Score: -3543747.250000 Penalty: 2582.061768
	Iteration 0F: 2 clusters Score -3543747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -3521069.250000 Penalty: 5164.123535
	Iteration 0F: 3 clusters Score -3521069 nChanged 15065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -3530447.000000 Penalty: 5164.123535
	Iteration 1F: 3 clusters Score -3530447 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -3532491.500000 Penalty: 5164.123535
	Iteration 2F: 3 clusters Score -3532492 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -3534923.750000 Penalty: 5164.123535
	Iteration 3F: 3 clusters Score -3534924 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -3537134.500000 Penalty: 5164.123535
	Iteration 4F: 3 clusters Score -3537134 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -3538476.000000 Penalty: 5164.123535
	Iteration 5F: 3 clusters Score -3538476 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -3539260.250000 Penalty: 5164.123535
	Iteration 6Q: 3 clusters Score -3539260 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -3539839.750000 Penalty: 5164.123535
	Iteration 7Q: 3 clusters Score -3539840 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -3540393.500000 Penalty: 5164.123535
	Iteration 8Q: 3 clusters Score -3540394 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -3540988.250000 Penalty: 5164.123535
	Iteration 9Q: 3 clusters Score -3540988 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -3541584.250000 Penalty: 5164.123535
	Iteration 10Q: 3 clusters Score -3541584 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -3542050.000000 Penalty: 5164.123535
	Iteration 11Q: 3 clusters Score -3542050 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -3542374.000000 Penalty: 5164.123535
	Iteration 12Q: 3 clusters Score -3542374 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -3542589.250000 Penalty: 5164.123535
	Iteration 13Q: 3 clusters Score -3542589 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -3542774.250000 Penalty: 5164.123535
	Iteration 14Q: 3 clusters Score -3542774 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -3542919.000000 Penalty: 5164.123535
	Iteration 15Q: 3 clusters Score -3542919 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -3543086.250000 Penalty: 5164.123535
	Iteration 16Q: 3 clusters Score -3543086 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -3543261.250000 Penalty: 5164.123535
	Iteration 17Q: 3 clusters Score -3543261 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -3543393.000000 Penalty: 5164.123535
	Iteration 18Q: 3 clusters Score -3543393 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -3543527.250000 Penalty: 5164.123535
	Iteration 19Q: 3 clusters Score -3543527 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -3543657.500000 Penalty: 5164.123535
	Iteration 20F: 3 clusters Score -3543658 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -3543767.000000 Penalty: 5164.123535
	Iteration 21Q: 3 clusters Score -3543767 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -3543871.000000 Penalty: 5164.123535
	Iteration 22Q: 3 clusters Score -3543871 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -3543960.750000 Penalty: 5164.123535
	Iteration 23Q: 3 clusters Score -3543961 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -3544011.000000 Penalty: 5164.123535
	Iteration 24Q: 3 clusters Score -3544011 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -3544055.250000 Penalty: 5164.123535
	Iteration 25Q: 3 clusters Score -3544055 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -3544078.750000 Penalty: 5164.123535
	Iteration 26Q: 3 clusters Score -3544079 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -3544121.750000 Penalty: 5164.123535
	Iteration 27Q: 3 clusters Score -3544122 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -3544141.750000 Penalty: 5164.123535
	Iteration 28Q: 3 clusters Score -3544142 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -3544163.750000 Penalty: 5164.123535
	Iteration 29Q: 3 clusters Score -3544164 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -3544178.750000 Penalty: 5164.123535
	Iteration 30Q: 3 clusters Score -3544179 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -3544200.250000 Penalty: 5164.123535
	Iteration 31Q: 3 clusters Score -3544200 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -3544212.250000 Penalty: 5164.123535
	Iteration 32Q: 3 clusters Score -3544212 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -3544218.000000 Penalty: 5164.123535
	Iteration 33Q: 3 clusters Score -3544218 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -3544220.500000 Penalty: 5164.123535
	Iteration 34Q: 3 clusters Score -3544220 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -3544228.500000 Penalty: 5164.123535
	Iteration 35Q: 3 clusters Score -3544228 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -3544236.500000 Penalty: 5164.123535
	Iteration 36Q: 3 clusters Score -3544236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -3544223.000000 Penalty: 5164.123535
	Iteration 37Q: 3 clusters Score -3544223 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -3544232.750000 Penalty: 5164.123535
	Iteration 38Q: 3 clusters Score -3544233 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -3544236.750000 Penalty: 5164.123535
	Iteration 39Q: 3 clusters Score -3544237 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -3544236.750000 Penalty: 5164.123535
	Iteration 40F: 3 clusters Score -3544237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -3544247.500000 Penalty: 5164.123535
	Iteration 41Q: 3 clusters Score -3544248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -3544253.250000 Penalty: 5164.123535
	Iteration 42Q: 3 clusters Score -3544253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -3544251.500000 Penalty: 5164.123535
	Iteration 43Q: 3 clusters Score -3544252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -3544246.500000 Penalty: 5164.123535
	Iteration 44Q: 3 clusters Score -3544246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -3544251.500000 Penalty: 5164.123535
	Iteration 45Q: 3 clusters Score -3544252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -3544257.500000 Penalty: 5164.123535
	Iteration 46Q: 3 clusters Score -3544258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -3544255.000000 Penalty: 5164.123535
	Iteration 47Q: 3 clusters Score -3544255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -3544258.750000 Penalty: 5164.123535
	Iteration 48Q: 3 clusters Score -3544259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -3544263.250000 Penalty: 5164.123535
	Iteration 49Q: 3 clusters Score -3544263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -3544263.250000 Penalty: 5164.123535
	Iteration 50Q: 3 clusters Score -3544263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -3544262.500000 Penalty: 5164.123535
	Iteration 51Q: 3 clusters Score -3544262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -3544267.000000 Penalty: 5164.123535
	Iteration 52Q: 3 clusters Score -3544267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -3544270.250000 Penalty: 5164.123535
	Iteration 53Q: 3 clusters Score -3544270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -3544271.500000 Penalty: 5164.123535
	Iteration 54Q: 3 clusters Score -3544272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -3544270.000000 Penalty: 5164.123535
	Iteration 55Q: 3 clusters Score -3544270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -3544263.500000 Penalty: 5164.123535
	Iteration 56Q: 3 clusters Score -3544264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -3544266.000000 Penalty: 5164.123535
	Iteration 57Q: 3 clusters Score -3544266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -3544262.500000 Penalty: 5164.123535
	Iteration 58Q: 3 clusters Score -3544262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -3544269.500000 Penalty: 5164.123535
	Iteration 59Q: 3 clusters Score -3544270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -3544267.250000 Penalty: 5164.123535
	Iteration 60F: 3 clusters Score -3544267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -3544268.250000 Penalty: 5164.123535
	Iteration 61Q: 3 clusters Score -3544268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -3544271.250000 Penalty: 5164.123535
	Iteration 62Q: 3 clusters Score -3544271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -3544271.500000 Penalty: 5164.123535
	Iteration 63Q: 3 clusters Score -3544272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -3544269.250000 Penalty: 5164.123535
	Iteration 64Q: 3 clusters Score -3544269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -3544273.000000 Penalty: 5164.123535
	Iteration 65Q: 3 clusters Score -3544273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -3544270.500000 Penalty: 5164.123535
	Iteration 66Q: 3 clusters Score -3544270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -3544270.000000 Penalty: 5164.123535
	Iteration 67Q: 3 clusters Score -3544270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -3544274.250000 Penalty: 5164.123535
	Iteration 68Q: 3 clusters Score -3544274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -3544272.750000 Penalty: 5164.123535
	Iteration 69Q: 3 clusters Score -3544273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -3544272.250000 Penalty: 5164.123535
	Iteration 70Q: 3 clusters Score -3544272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -3544268.000000 Penalty: 5164.123535
	Iteration 71Q: 3 clusters Score -3544268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -3544272.750000 Penalty: 5164.123535
	Iteration 72Q: 3 clusters Score -3544273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -3544272.750000 Penalty: 5164.123535
	Iteration 73F: 3 clusters Score -3544273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 52480 members 
Mstep: Class 5 contains 22531 members 
Mstep: Class 6 contains 13465 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 5871 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91623 members 
Mstep: Class 11 contains 13888 members 
Mstep: Class 12 contains 30356 members 
Mstep: Class 13 contains 9366 members 
Mstep: Class 14 contains 1666 members 
Mstep: Class 15 contains 17667 members 
Mstep: Class 16 contains 17129 members 
Mstep: Class 17 contains 4497 members 
Mstep: Class 18 contains 920 members 
Mstep: Class 19 contains 41695 members 
Mstep: Class 20 contains 10293 members 
Mstep: Class 21 contains 27195 members 
Mstep: Class 22 contains 19880 members 
Mstep: Class 23 contains 14265 members 
Mstep: Class 24 contains 14917 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9735 members 
Mstep: Class 28 contains 52219 members 
Mstep: Class 29 contains 7502 members 
Mstep: Class 30 contains 18905 members 
Mstep: Class 31 contains 29054 members 
Mstep: Class 32 contains 13131 members 
Mstep: Class 33 contains 7295 members 
Mstep: Class 34 contains 9764 members 
Mstep: Class 35 contains 15787 members 
Mstep: Class 36 contains 28825 members 
Mstep: Class 37 contains 16680 members 
Mstep: Class 38 contains 611 members 
Mstep: Class 39 contains 14321 members 
Mstep: Class 40 contains 6046 members 
Entering Unmasked Estep 
Score: -64699712.000000 Penalty: 132749.140625
Splitting cluster 21 changes total score from -64696120.000000 to -64699712.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 22 (19880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Entering Unmasked Estep 
Score: -1931466.250000 Penalty: 2454.572510
	Iteration 0F: 2 clusters Score -1931466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1917415.375000 Penalty: 4909.145020
	Iteration 0F: 3 clusters Score -1917415 nChanged 8740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1922293.625000 Penalty: 4909.145020
	Iteration 1F: 3 clusters Score -1922294 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1922868.250000 Penalty: 4909.145020
	Iteration 2F: 3 clusters Score -1922868 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1923492.500000 Penalty: 4909.145020
	Iteration 3F: 3 clusters Score -1923492 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1924082.500000 Penalty: 4909.145020
	Iteration 4F: 3 clusters Score -1924082 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1924599.375000 Penalty: 4909.145020
	Iteration 5F: 3 clusters Score -1924599 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1925009.125000 Penalty: 4909.145020
	Iteration 6Q: 3 clusters Score -1925009 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1925327.125000 Penalty: 4909.145020
	Iteration 7Q: 3 clusters Score -1925327 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1925614.000000 Penalty: 4909.145020
	Iteration 8Q: 3 clusters Score -1925614 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1925837.000000 Penalty: 4909.145020
	Iteration 9Q: 3 clusters Score -1925837 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1926021.500000 Penalty: 4909.145020
	Iteration 10Q: 3 clusters Score -1926022 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1926176.875000 Penalty: 4909.145020
	Iteration 11Q: 3 clusters Score -1926177 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1926298.250000 Penalty: 4909.145020
	Iteration 12Q: 3 clusters Score -1926298 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1926427.000000 Penalty: 4909.145020
	Iteration 13Q: 3 clusters Score -1926427 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1926579.875000 Penalty: 4909.145020
	Iteration 14Q: 3 clusters Score -1926580 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1926778.750000 Penalty: 4909.145020
	Iteration 15Q: 3 clusters Score -1926779 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1926995.375000 Penalty: 4909.145020
	Iteration 16Q: 3 clusters Score -1926995 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1927190.375000 Penalty: 4909.145020
	Iteration 17Q: 3 clusters Score -1927190 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1927387.125000 Penalty: 4909.145020
	Iteration 18Q: 3 clusters Score -1927387 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1927579.250000 Penalty: 4909.145020
	Iteration 19Q: 3 clusters Score -1927579 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1927735.375000 Penalty: 4909.145020
	Iteration 20F: 3 clusters Score -1927735 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1927870.875000 Penalty: 4909.145020
	Iteration 21Q: 3 clusters Score -1927871 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1928022.625000 Penalty: 4909.145020
	Iteration 22Q: 3 clusters Score -1928023 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1928166.500000 Penalty: 4909.145020
	Iteration 23Q: 3 clusters Score -1928166 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1928313.250000 Penalty: 4909.145020
	Iteration 24Q: 3 clusters Score -1928313 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1928480.000000 Penalty: 4909.145020
	Iteration 25Q: 3 clusters Score -1928480 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1928656.625000 Penalty: 4909.145020
	Iteration 26Q: 3 clusters Score -1928657 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1928917.000000 Penalty: 4909.145020
	Iteration 27Q: 3 clusters Score -1928917 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1929259.875000 Penalty: 4909.145020
	Iteration 28Q: 3 clusters Score -1929260 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1929653.875000 Penalty: 4909.145020
	Iteration 29Q: 3 clusters Score -1929654 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1930020.000000 Penalty: 4909.145020
	Iteration 30Q: 3 clusters Score -1930020 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1930368.000000 Penalty: 4909.145020
	Iteration 31Q: 3 clusters Score -1930368 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1930685.750000 Penalty: 4909.145020
	Iteration 32Q: 3 clusters Score -1930686 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1930961.625000 Penalty: 4909.145020
	Iteration 33Q: 3 clusters Score -1930962 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1931218.000000 Penalty: 4909.145020
	Iteration 34Q: 3 clusters Score -1931218 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1931412.875000 Penalty: 4909.145020
	Iteration 35Q: 3 clusters Score -1931413 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1931557.375000 Penalty: 4909.145020
	Iteration 36Q: 3 clusters Score -1931557 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1931678.000000 Penalty: 4909.145020
	Iteration 37Q: 3 clusters Score -1931678 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1931787.125000 Penalty: 4909.145020
	Iteration 38Q: 3 clusters Score -1931787 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1931895.250000 Penalty: 4909.145020
	Iteration 39Q: 3 clusters Score -1931895 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1932058.000000 Penalty: 4909.145020
	Iteration 40F: 3 clusters Score -1932058 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1932203.000000 Penalty: 4909.145020
	Iteration 41Q: 3 clusters Score -1932203 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1932388.250000 Penalty: 4909.145020
	Iteration 42Q: 3 clusters Score -1932388 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1932601.375000 Penalty: 4909.145020
	Iteration 43Q: 3 clusters Score -1932601 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1932844.125000 Penalty: 4909.145020
	Iteration 44Q: 3 clusters Score -1932844 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1933112.250000 Penalty: 4909.145020
	Iteration 45Q: 3 clusters Score -1933112 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1933350.250000 Penalty: 4909.145020
	Iteration 46Q: 3 clusters Score -1933350 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1933505.500000 Penalty: 4909.145020
	Iteration 47Q: 3 clusters Score -1933506 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1933593.625000 Penalty: 4909.145020
	Iteration 48Q: 3 clusters Score -1933594 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1933638.375000 Penalty: 4909.145020
	Iteration 49Q: 3 clusters Score -1933638 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1933672.875000 Penalty: 4909.145020
	Iteration 50Q: 3 clusters Score -1933673 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1933695.375000 Penalty: 4909.145020
	Iteration 51Q: 3 clusters Score -1933695 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1933716.125000 Penalty: 4909.145020
	Iteration 52Q: 3 clusters Score -1933716 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1933728.875000 Penalty: 4909.145020
	Iteration 53Q: 3 clusters Score -1933729 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1933735.125000 Penalty: 4909.145020
	Iteration 54Q: 3 clusters Score -1933735 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1933745.125000 Penalty: 4909.145020
	Iteration 55Q: 3 clusters Score -1933745 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1933759.375000 Penalty: 4909.145020
	Iteration 56Q: 3 clusters Score -1933759 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1933756.750000 Penalty: 4909.145020
	Iteration 57Q: 3 clusters Score -1933757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1933758.375000 Penalty: 4909.145020
	Iteration 58Q: 3 clusters Score -1933758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1933760.750000 Penalty: 4909.145020
	Iteration 59Q: 3 clusters Score -1933761 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1933767.250000 Penalty: 4909.145020
	Iteration 60F: 3 clusters Score -1933767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1933771.375000 Penalty: 4909.145020
	Iteration 61Q: 3 clusters Score -1933771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1933775.625000 Penalty: 4909.145020
	Iteration 62Q: 3 clusters Score -1933776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1933777.625000 Penalty: 4909.145020
	Iteration 63Q: 3 clusters Score -1933778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1933777.375000 Penalty: 4909.145020
	Iteration 64Q: 3 clusters Score -1933777 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1933781.000000 Penalty: 4909.145020
	Iteration 65Q: 3 clusters Score -1933781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1933780.625000 Penalty: 4909.145020
	Iteration 66Q: 3 clusters Score -1933781 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1933780.875000 Penalty: 4909.145020
	Iteration 67Q: 3 clusters Score -1933781 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1933778.375000 Penalty: 4909.145020
	Iteration 68Q: 3 clusters Score -1933778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1933783.000000 Penalty: 4909.145020
	Iteration 69Q: 3 clusters Score -1933783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1933783.125000 Penalty: 4909.145020
	Iteration 70Q: 3 clusters Score -1933783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1933782.625000 Penalty: 4909.145020
	Iteration 71Q: 3 clusters Score -1933783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1933786.750000 Penalty: 4909.145020
	Iteration 72Q: 3 clusters Score -1933787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1933788.125000 Penalty: 4909.145020
	Iteration 73Q: 3 clusters Score -1933788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1933787.750000 Penalty: 4909.145020
	Iteration 74Q: 3 clusters Score -1933788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1933789.125000 Penalty: 4909.145020
	Iteration 75Q: 3 clusters Score -1933789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1933790.875000 Penalty: 4909.145020
	Iteration 76Q: 3 clusters Score -1933791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1933788.750000 Penalty: 4909.145020
	Iteration 77Q: 3 clusters Score -1933789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1933791.250000 Penalty: 4909.145020
	Iteration 78Q: 3 clusters Score -1933791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1933790.000000 Penalty: 4909.145020
	Iteration 79Q: 3 clusters Score -1933790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1933789.250000 Penalty: 4909.145020
	Iteration 80F: 3 clusters Score -1933789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1933789.375000 Penalty: 4909.145020
	Iteration 81Q: 3 clusters Score -1933789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1933789.375000 Penalty: 4909.145020
	Iteration 82F: 3 clusters Score -1933789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 52480 members 
Mstep: Class 5 contains 22531 members 
Mstep: Class 6 contains 13465 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 5871 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91623 members 
Mstep: Class 11 contains 13888 members 
Mstep: Class 12 contains 30356 members 
Mstep: Class 13 contains 9366 members 
Mstep: Class 14 contains 1666 members 
Mstep: Class 15 contains 17667 members 
Mstep: Class 16 contains 17129 members 
Mstep: Class 17 contains 4497 members 
Mstep: Class 18 contains 920 members 
Mstep: Class 19 contains 41695 members 
Mstep: Class 20 contains 10293 members 
Mstep: Class 21 contains 27195 members 
Mstep: Class 22 contains 8334 members 
Mstep: Class 23 contains 14265 members 
Mstep: Class 24 contains 14917 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 9735 members 
Mstep: Class 28 contains 52219 members 
Mstep: Class 29 contains 7502 members 
Mstep: Class 30 contains 18905 members 
Mstep: Class 31 contains 29054 members 
Mstep: Class 32 contains 13131 members 
Mstep: Class 33 contains 7295 members 
Mstep: Class 34 contains 9764 members 
Mstep: Class 35 contains 15787 members 
Mstep: Class 36 contains 28825 members 
Mstep: Class 37 contains 16680 members 
Mstep: Class 38 contains 611 members 
Mstep: Class 39 contains 14321 members 
Mstep: Class 40 contains 6046 members 
Mstep: Class 41 contains 11546 members 
Entering Unmasked Estep 
Score: -64700928.000000 Penalty: 136067.875000
Splitting cluster 22 changes total score from -64696120.000000 to -64700928.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 23 (14265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Entering Unmasked Estep 
Score: -1219551.625000 Penalty: 2372.260010
	Iteration 0F: 2 clusters Score -1219552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1209164.000000 Penalty: 4744.520020
	Iteration 0F: 3 clusters Score -1209164 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1212518.500000 Penalty: 4744.520020
	Iteration 1F: 3 clusters Score -1212518 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1213032.625000 Penalty: 4744.520020
	Iteration 2F: 3 clusters Score -1213033 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1213449.500000 Penalty: 4744.520020
	Iteration 3F: 3 clusters Score -1213450 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1213832.500000 Penalty: 4744.520020
	Iteration 4F: 3 clusters Score -1213832 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1214182.625000 Penalty: 4744.520020
	Iteration 5Q: 3 clusters Score -1214183 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1214523.375000 Penalty: 4744.520020
	Iteration 6Q: 3 clusters Score -1214523 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1214823.500000 Penalty: 4744.520020
	Iteration 7Q: 3 clusters Score -1214824 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1215126.875000 Penalty: 4744.520020
	Iteration 8Q: 3 clusters Score -1215127 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1215432.000000 Penalty: 4744.520020
	Iteration 9Q: 3 clusters Score -1215432 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1215768.375000 Penalty: 4744.520020
	Iteration 10Q: 3 clusters Score -1215768 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1216068.250000 Penalty: 4744.520020
	Iteration 11Q: 3 clusters Score -1216068 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1216359.500000 Penalty: 4744.520020
	Iteration 12Q: 3 clusters Score -1216360 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1216623.750000 Penalty: 4744.520020
	Iteration 13Q: 3 clusters Score -1216624 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1216850.750000 Penalty: 4744.520020
	Iteration 14Q: 3 clusters Score -1216851 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1217031.625000 Penalty: 4744.520020
	Iteration 15Q: 3 clusters Score -1217032 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1217175.000000 Penalty: 4744.520020
	Iteration 16Q: 3 clusters Score -1217175 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1217315.875000 Penalty: 4744.520020
	Iteration 17Q: 3 clusters Score -1217316 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1217415.625000 Penalty: 4744.520020
	Iteration 18Q: 3 clusters Score -1217416 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1217532.125000 Penalty: 4744.520020
	Iteration 19Q: 3 clusters Score -1217532 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1217631.625000 Penalty: 4744.520020
	Iteration 20F: 3 clusters Score -1217632 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1217719.000000 Penalty: 4744.520020
	Iteration 21Q: 3 clusters Score -1217719 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1217785.125000 Penalty: 4744.520020
	Iteration 22Q: 3 clusters Score -1217785 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1217834.875000 Penalty: 4744.520020
	Iteration 23Q: 3 clusters Score -1217835 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1217883.250000 Penalty: 4744.520020
	Iteration 24Q: 3 clusters Score -1217883 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1217911.625000 Penalty: 4744.520020
	Iteration 25Q: 3 clusters Score -1217912 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1217954.750000 Penalty: 4744.520020
	Iteration 26Q: 3 clusters Score -1217955 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1217997.500000 Penalty: 4744.520020
	Iteration 27Q: 3 clusters Score -1217998 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1218043.875000 Penalty: 4744.520020
	Iteration 28Q: 3 clusters Score -1218044 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1218077.500000 Penalty: 4744.520020
	Iteration 29Q: 3 clusters Score -1218078 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1218100.875000 Penalty: 4744.520020
	Iteration 30Q: 3 clusters Score -1218101 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1218133.125000 Penalty: 4744.520020
	Iteration 31Q: 3 clusters Score -1218133 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1218153.250000 Penalty: 4744.520020
	Iteration 32Q: 3 clusters Score -1218153 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1218168.500000 Penalty: 4744.520020
	Iteration 33Q: 3 clusters Score -1218168 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1218183.375000 Penalty: 4744.520020
	Iteration 34Q: 3 clusters Score -1218183 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1218196.875000 Penalty: 4744.520020
	Iteration 35Q: 3 clusters Score -1218197 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1218208.750000 Penalty: 4744.520020
	Iteration 36Q: 3 clusters Score -1218209 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1218219.125000 Penalty: 4744.520020
	Iteration 37Q: 3 clusters Score -1218219 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1218223.625000 Penalty: 4744.520020
	Iteration 38Q: 3 clusters Score -1218224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1218230.375000 Penalty: 4744.520020
	Iteration 39Q: 3 clusters Score -1218230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1218235.500000 Penalty: 4744.520020
	Iteration 40F: 3 clusters Score -1218236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1218237.000000 Penalty: 4744.520020
	Iteration 41Q: 3 clusters Score -1218237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1218237.750000 Penalty: 4744.520020
	Iteration 42Q: 3 clusters Score -1218238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1218236.375000 Penalty: 4744.520020
	Iteration 43Q: 3 clusters Score -1218236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1218238.250000 Penalty: 4744.520020
	Iteration 44Q: 3 clusters Score -1218238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1218239.000000 Penalty: 4744.520020
	Iteration 45Q: 3 clusters Score -1218239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1218240.000000 Penalty: 4744.520020
	Iteration 46Q: 3 clusters Score -1218240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1218238.500000 Penalty: 4744.520020
	Iteration 47Q: 3 clusters Score -1218238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1218243.500000 Penalty: 4744.520020
	Iteration 48Q: 3 clusters Score -1218244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1218245.875000 Penalty: 4744.520020
	Iteration 49Q: 3 clusters Score -1218246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1218245.250000 Penalty: 4744.520020
	Iteration 50Q: 3 clusters Score -1218245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1218245.375000 Penalty: 4744.520020
	Iteration 51Q: 3 clusters Score -1218245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1218249.875000 Penalty: 4744.520020
	Iteration 52Q: 3 clusters Score -1218250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1218250.500000 Penalty: 4744.520020
	Iteration 53Q: 3 clusters Score -1218250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1218249.375000 Penalty: 4744.520020
	Iteration 54Q: 3 clusters Score -1218249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1218249.375000 Penalty: 4744.520020
	Iteration 55F: 3 clusters Score -1218249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Entering Unmasked Estep 
Score: -1125425.250000 Penalty: 2383.343750
	Iteration 0F: 2 clusters Score -1125425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1114713.125000 Penalty: 4766.687500
	Iteration 0F: 3 clusters Score -1114713 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1118543.875000 Penalty: 4766.687500
	Iteration 1F: 3 clusters Score -1118544 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1119328.875000 Penalty: 4766.687500
	Iteration 2F: 3 clusters Score -1119329 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1120061.375000 Penalty: 4766.687500
	Iteration 3F: 3 clusters Score -1120061 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1120675.875000 Penalty: 4766.687500
	Iteration 4F: 3 clusters Score -1120676 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1121225.375000 Penalty: 4766.687500
	Iteration 5F: 3 clusters Score -1121225 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1121651.125000 Penalty: 4766.687500
	Iteration 6Q: 3 clusters Score -1121651 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1121985.000000 Penalty: 4766.687500
	Iteration 7Q: 3 clusters Score -1121985 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1122257.750000 Penalty: 4766.687500
	Iteration 8Q: 3 clusters Score -1122258 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1122448.500000 Penalty: 4766.687500
	Iteration 9Q: 3 clusters Score -1122448 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1122587.750000 Penalty: 4766.687500
	Iteration 10Q: 3 clusters Score -1122588 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1122685.625000 Penalty: 4766.687500
	Iteration 11Q: 3 clusters Score -1122686 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1122751.375000 Penalty: 4766.687500
	Iteration 12Q: 3 clusters Score -1122751 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1122788.000000 Penalty: 4766.687500
	Iteration 13Q: 3 clusters Score -1122788 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1122828.250000 Penalty: 4766.687500
	Iteration 14Q: 3 clusters Score -1122828 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1122853.750000 Penalty: 4766.687500
	Iteration 15Q: 3 clusters Score -1122854 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1122879.500000 Penalty: 4766.687500
	Iteration 16Q: 3 clusters Score -1122880 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1122907.000000 Penalty: 4766.687500
	Iteration 17Q: 3 clusters Score -1122907 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1122930.250000 Penalty: 4766.687500
	Iteration 18Q: 3 clusters Score -1122930 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1122952.000000 Penalty: 4766.687500
	Iteration 19Q: 3 clusters Score -1122952 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1122977.250000 Penalty: 4766.687500
	Iteration 20F: 3 clusters Score -1122977 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1122996.875000 Penalty: 4766.687500
	Iteration 21Q: 3 clusters Score -1122997 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1123027.375000 Penalty: 4766.687500
	Iteration 22Q: 3 clusters Score -1123027 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1123052.750000 Penalty: 4766.687500
	Iteration 23Q: 3 clusters Score -1123053 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1123073.125000 Penalty: 4766.687500
	Iteration 24Q: 3 clusters Score -1123073 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1123106.000000 Penalty: 4766.687500
	Iteration 25Q: 3 clusters Score -1123106 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1123130.750000 Penalty: 4766.687500
	Iteration 26Q: 3 clusters Score -1123131 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1123158.000000 Penalty: 4766.687500
	Iteration 27Q: 3 clusters Score -1123158 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1123184.625000 Penalty: 4766.687500
	Iteration 28Q: 3 clusters Score -1123185 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1123215.750000 Penalty: 4766.687500
	Iteration 29Q: 3 clusters Score -1123216 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1123245.750000 Penalty: 4766.687500
	Iteration 30Q: 3 clusters Score -1123246 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1123279.750000 Penalty: 4766.687500
	Iteration 31Q: 3 clusters Score -1123280 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1123315.875000 Penalty: 4766.687500
	Iteration 32Q: 3 clusters Score -1123316 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1123348.375000 Penalty: 4766.687500
	Iteration 33Q: 3 clusters Score -1123348 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1123394.125000 Penalty: 4766.687500
	Iteration 34Q: 3 clusters Score -1123394 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1123440.750000 Penalty: 4766.687500
	Iteration 35Q: 3 clusters Score -1123441 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1123493.000000 Penalty: 4766.687500
	Iteration 36Q: 3 clusters Score -1123493 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1123537.250000 Penalty: 4766.687500
	Iteration 37Q: 3 clusters Score -1123537 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1123581.750000 Penalty: 4766.687500
	Iteration 38Q: 3 clusters Score -1123582 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1123629.625000 Penalty: 4766.687500
	Iteration 39Q: 3 clusters Score -1123630 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1123670.500000 Penalty: 4766.687500
	Iteration 40F: 3 clusters Score -1123670 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1123693.875000 Penalty: 4766.687500
	Iteration 41Q: 3 clusters Score -1123694 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1123722.375000 Penalty: 4766.687500
	Iteration 42Q: 3 clusters Score -1123722 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1123742.250000 Penalty: 4766.687500
	Iteration 43Q: 3 clusters Score -1123742 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1123766.000000 Penalty: 4766.687500
	Iteration 44Q: 3 clusters Score -1123766 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1123793.750000 Penalty: 4766.687500
	Iteration 45Q: 3 clusters Score -1123794 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1123816.750000 Penalty: 4766.687500
	Iteration 46Q: 3 clusters Score -1123817 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1123858.375000 Penalty: 4766.687500
	Iteration 47Q: 3 clusters Score -1123858 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1123911.750000 Penalty: 4766.687500
	Iteration 48Q: 3 clusters Score -1123912 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1123961.375000 Penalty: 4766.687500
	Iteration 49Q: 3 clusters Score -1123961 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1124008.125000 Penalty: 4766.687500
	Iteration 50Q: 3 clusters Score -1124008 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1124044.375000 Penalty: 4766.687500
	Iteration 51Q: 3 clusters Score -1124044 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1124072.000000 Penalty: 4766.687500
	Iteration 52Q: 3 clusters Score -1124072 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1124081.875000 Penalty: 4766.687500
	Iteration 53Q: 3 clusters Score -1124082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1124088.375000 Penalty: 4766.687500
	Iteration 54Q: 3 clusters Score -1124088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1124092.125000 Penalty: 4766.687500
	Iteration 55Q: 3 clusters Score -1124092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1124095.000000 Penalty: 4766.687500
	Iteration 56Q: 3 clusters Score -1124095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1124099.625000 Penalty: 4766.687500
	Iteration 57Q: 3 clusters Score -1124100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1124101.625000 Penalty: 4766.687500
	Iteration 58Q: 3 clusters Score -1124102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1124107.500000 Penalty: 4766.687500
	Iteration 59Q: 3 clusters Score -1124108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1124113.375000 Penalty: 4766.687500
	Iteration 60F: 3 clusters Score -1124113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1124117.375000 Penalty: 4766.687500
	Iteration 61Q: 3 clusters Score -1124117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1124116.750000 Penalty: 4766.687500
	Iteration 62Q: 3 clusters Score -1124117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1124122.125000 Penalty: 4766.687500
	Iteration 63Q: 3 clusters Score -1124122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1124123.625000 Penalty: 4766.687500
	Iteration 64Q: 3 clusters Score -1124124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1124125.500000 Penalty: 4766.687500
	Iteration 65Q: 3 clusters Score -1124126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1124126.375000 Penalty: 4766.687500
	Iteration 66Q: 3 clusters Score -1124126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1124128.000000 Penalty: 4766.687500
	Iteration 67Q: 3 clusters Score -1124128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1124126.750000 Penalty: 4766.687500
	Iteration 68Q: 3 clusters Score -1124127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1124127.250000 Penalty: 4766.687500
	Iteration 69Q: 3 clusters Score -1124127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1124127.000000 Penalty: 4766.687500
	Iteration 70Q: 3 clusters Score -1124127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1124125.375000 Penalty: 4766.687500
	Iteration 71Q: 3 clusters Score -1124125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1124126.750000 Penalty: 4766.687500
	Iteration 72Q: 3 clusters Score -1124127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1124124.250000 Penalty: 4766.687500
	Iteration 73Q: 3 clusters Score -1124124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1124125.625000 Penalty: 4766.687500
	Iteration 74Q: 3 clusters Score -1124126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1124126.875000 Penalty: 4766.687500
	Iteration 75Q: 3 clusters Score -1124127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1124128.500000 Penalty: 4766.687500
	Iteration 76Q: 3 clusters Score -1124128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1124128.500000 Penalty: 4766.687500
	Iteration 77F: 3 clusters Score -1124128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -63725.792969 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -63725.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -62159.871094 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -62159.87 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -63097.171875 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -63097.17 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -64591.984375 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -64591.98 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -65531.324219 Penalty: 3333.229248
	Iteration 3F: 3 clusters Score -65531.32 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -65714.195312 Penalty: 3333.229248
	Iteration 4Q: 3 clusters Score -65714.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65766.273438 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -65766.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -65783.164062 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -65783.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -65784.750000 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -65784.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -65789.148438 Penalty: 3333.229248
	Iteration 8F: 3 clusters Score -65789.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -65822.328125 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -65822.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -65824.226562 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -65824.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -65825.437500 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -65825.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65826.804688 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -65826.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -65828.093750 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -65828.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -65828.093750 Penalty: 3333.229248
	Iteration 14F: 3 clusters Score -65828.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 52480 members 
Mstep: Class 5 contains 22531 members 
Mstep: Class 6 contains 13465 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 5871 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91623 members 
Mstep: Class 11 contains 13888 members 
Mstep: Class 12 contains 30356 members 
Mstep: Class 13 contains 9366 members 
Mstep: Class 14 contains 1666 members 
Mstep: Class 15 contains 17667 members 
Mstep: Class 16 contains 17129 members 
Mstep: Class 17 contains 4497 members 
Mstep: Class 18 contains 920 members 
Mstep: Class 19 contains 41695 members 
Mstep: Class 20 contains 10293 members 
Mstep: Class 21 contains 27195 members 
Mstep: Class 22 contains 8334 members 
Mstep: Class 23 contains 14265 members 
Mstep: Class 24 contains 14917 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9735 members 
Mstep: Class 28 contains 52219 members 
Mstep: Class 29 contains 7502 members 
Mstep: Class 30 contains 18905 members 
Mstep: Class 31 contains 29054 members 
Mstep: Class 32 contains 13131 members 
Mstep: Class 33 contains 7295 members 
Mstep: Class 34 contains 9764 members 
Mstep: Class 35 contains 15787 members 
Mstep: Class 36 contains 28825 members 
Mstep: Class 37 contains 16680 members 
Mstep: Class 38 contains 611 members 
Mstep: Class 39 contains 14321 members 
Mstep: Class 40 contains 6046 members 
Mstep: Class 41 contains 11546 members 
Mstep: Class 42 contains 294 members 
Entering Unmasked Estep 
Score: -64701384.000000 Penalty: 139386.609375
Splitting cluster 26 changes total score from -64696120.000000 to -64701384.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 27 (9735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Entering Unmasked Estep 
Score: -1043482.437500 Penalty: 2277.503906
	Iteration 0F: 2 clusters Score -1043482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1036020.687500 Penalty: 4555.007812
	Iteration 0F: 3 clusters Score -1036021 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1038186.437500 Penalty: 4555.007812
	Iteration 1F: 3 clusters Score -1038186 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1038556.312500 Penalty: 4555.007812
	Iteration 2F: 3 clusters Score -1038556 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1038897.562500 Penalty: 4555.007812
	Iteration 3F: 3 clusters Score -1038898 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1039244.500000 Penalty: 4555.007812
	Iteration 4F: 3 clusters Score -1039244 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1039557.125000 Penalty: 4555.007812
	Iteration 5F: 3 clusters Score -1039557 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1039824.500000 Penalty: 4555.007812
	Iteration 6F: 3 clusters Score -1039824 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1040064.500000 Penalty: 4555.007812
	Iteration 7Q: 3 clusters Score -1040064 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1040295.687500 Penalty: 4555.007812
	Iteration 8Q: 3 clusters Score -1040296 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1040502.437500 Penalty: 4555.007812
	Iteration 9Q: 3 clusters Score -1040502 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1040698.187500 Penalty: 4555.007812
	Iteration 10Q: 3 clusters Score -1040698 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1040869.062500 Penalty: 4555.007812
	Iteration 11Q: 3 clusters Score -1040869 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1041029.625000 Penalty: 4555.007812
	Iteration 12Q: 3 clusters Score -1041030 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1041158.687500 Penalty: 4555.007812
	Iteration 13Q: 3 clusters Score -1041159 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1041262.312500 Penalty: 4555.007812
	Iteration 14Q: 3 clusters Score -1041262 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1041348.750000 Penalty: 4555.007812
	Iteration 15Q: 3 clusters Score -1041349 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1041428.125000 Penalty: 4555.007812
	Iteration 16Q: 3 clusters Score -1041428 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1041517.937500 Penalty: 4555.007812
	Iteration 17Q: 3 clusters Score -1041518 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1041605.375000 Penalty: 4555.007812
	Iteration 18Q: 3 clusters Score -1041605 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1041714.000000 Penalty: 4555.007812
	Iteration 19Q: 3 clusters Score -1041714 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1041810.500000 Penalty: 4555.007812
	Iteration 20F: 3 clusters Score -1041810 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1041869.562500 Penalty: 4555.007812
	Iteration 21Q: 3 clusters Score -1041870 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1041905.750000 Penalty: 4555.007812
	Iteration 22Q: 3 clusters Score -1041906 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1041930.062500 Penalty: 4555.007812
	Iteration 23Q: 3 clusters Score -1041930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1041938.125000 Penalty: 4555.007812
	Iteration 24Q: 3 clusters Score -1041938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1041945.312500 Penalty: 4555.007812
	Iteration 25Q: 3 clusters Score -1041945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1041949.187500 Penalty: 4555.007812
	Iteration 26Q: 3 clusters Score -1041949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1041952.062500 Penalty: 4555.007812
	Iteration 27Q: 3 clusters Score -1041952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1041951.625000 Penalty: 4555.007812
	Iteration 28Q: 3 clusters Score -1041952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1041954.062500 Penalty: 4555.007812
	Iteration 29Q: 3 clusters Score -1041954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1041953.687500 Penalty: 4555.007812
	Iteration 30Q: 3 clusters Score -1041954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1041954.562500 Penalty: 4555.007812
	Iteration 31Q: 3 clusters Score -1041955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1041954.562500 Penalty: 4555.007812
	Iteration 32F: 3 clusters Score -1041955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (52219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52219 members 
Entering Unmasked Estep 
Score: -5651215.500000 Penalty: 2694.074219
	Iteration 0F: 2 clusters Score -5651216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -5616063.500000 Penalty: 5388.148438
	Iteration 0F: 3 clusters Score -5616064 nChanged 24240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -5630915.500000 Penalty: 5388.148438
	Iteration 1F: 3 clusters Score -5630916 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -5633820.500000 Penalty: 5388.148438
	Iteration 2F: 3 clusters Score -5633820 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -5638099.000000 Penalty: 5388.148438
	Iteration 3F: 3 clusters Score -5638099 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -5643398.000000 Penalty: 5388.148438
	Iteration 4F: 3 clusters Score -5643398 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -5648403.500000 Penalty: 5388.148438
	Iteration 5F: 3 clusters Score -5648404 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -5652047.500000 Penalty: 5388.148438
	Iteration 6F: 3 clusters Score -5652048 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -5653566.500000 Penalty: 5388.148438
	Iteration 7Q: 3 clusters Score -5653566 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -5653908.500000 Penalty: 5388.148438
	Iteration 8Q: 3 clusters Score -5653908 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -5654077.000000 Penalty: 5388.148438
	Iteration 9Q: 3 clusters Score -5654077 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -5654149.500000 Penalty: 5388.148438
	Iteration 10Q: 3 clusters Score -5654150 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -5654214.000000 Penalty: 5388.148438
	Iteration 11Q: 3 clusters Score -5654214 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -5654236.500000 Penalty: 5388.148438
	Iteration 12Q: 3 clusters Score -5654236 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -5654252.000000 Penalty: 5388.148438
	Iteration 13Q: 3 clusters Score -5654252 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -5654271.000000 Penalty: 5388.148438
	Iteration 14Q: 3 clusters Score -5654271 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -5654285.000000 Penalty: 5388.148438
	Iteration 15Q: 3 clusters Score -5654285 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -5654271.000000 Penalty: 5388.148438
	Iteration 16Q: 3 clusters Score -5654271 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -5654274.500000 Penalty: 5388.148438
	Iteration 17Q: 3 clusters Score -5654274 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -5654283.500000 Penalty: 5388.148438
	Iteration 18Q: 3 clusters Score -5654284 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -5654299.500000 Penalty: 5388.148438
	Iteration 19Q: 3 clusters Score -5654300 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -5654311.000000 Penalty: 5388.148438
	Iteration 20F: 3 clusters Score -5654311 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37414 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -5654303.500000 Penalty: 5388.148438
	Iteration 21Q: 3 clusters Score -5654304 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -5654310.000000 Penalty: 5388.148438
	Iteration 22Q: 3 clusters Score -5654310 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -5654310.000000 Penalty: 5388.148438
	Iteration 23Q: 3 clusters Score -5654310 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -5654311.500000 Penalty: 5388.148438
	Iteration 24Q: 3 clusters Score -5654312 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -5654317.500000 Penalty: 5388.148438
	Iteration 25Q: 3 clusters Score -5654318 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -5654316.500000 Penalty: 5388.148438
	Iteration 26Q: 3 clusters Score -5654316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -5654326.000000 Penalty: 5388.148438
	Iteration 27Q: 3 clusters Score -5654326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -5654314.500000 Penalty: 5388.148438
	Iteration 28Q: 3 clusters Score -5654314 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -5654309.500000 Penalty: 5388.148438
	Iteration 29Q: 3 clusters Score -5654310 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -5654309.000000 Penalty: 5388.148438
	Iteration 30Q: 3 clusters Score -5654309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -5654301.000000 Penalty: 5388.148438
	Iteration 31Q: 3 clusters Score -5654301 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -5654308.500000 Penalty: 5388.148438
	Iteration 32Q: 3 clusters Score -5654308 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -5654315.500000 Penalty: 5388.148438
	Iteration 33Q: 3 clusters Score -5654316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -5654310.000000 Penalty: 5388.148438
	Iteration 34Q: 3 clusters Score -5654310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -5654308.500000 Penalty: 5388.148438
	Iteration 35Q: 3 clusters Score -5654308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -5654305.500000 Penalty: 5388.148438
	Iteration 36Q: 3 clusters Score -5654306 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -5654301.000000 Penalty: 5388.148438
	Iteration 37Q: 3 clusters Score -5654301 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -5654306.000000 Penalty: 5388.148438
	Iteration 38Q: 3 clusters Score -5654306 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -5654315.000000 Penalty: 5388.148438
	Iteration 39Q: 3 clusters Score -5654315 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -5654317.500000 Penalty: 5388.148438
	Iteration 40F: 3 clusters Score -5654318 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -5654328.000000 Penalty: 5388.148438
	Iteration 41Q: 3 clusters Score -5654328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -5654333.500000 Penalty: 5388.148438
	Iteration 42Q: 3 clusters Score -5654334 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -5654331.500000 Penalty: 5388.148438
	Iteration 43Q: 3 clusters Score -5654332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -5654325.500000 Penalty: 5388.148438
	Iteration 44Q: 3 clusters Score -5654326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38153 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -5654335.000000 Penalty: 5388.148438
	Iteration 45Q: 3 clusters Score -5654335 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -5654325.500000 Penalty: 5388.148438
	Iteration 46Q: 3 clusters Score -5654326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -5654325.500000 Penalty: 5388.148438
	Iteration 47Q: 3 clusters Score -5654326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -5654323.000000 Penalty: 5388.148438
	Iteration 48Q: 3 clusters Score -5654323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -5654330.000000 Penalty: 5388.148438
	Iteration 49Q: 3 clusters Score -5654330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -5654335.500000 Penalty: 5388.148438
	Iteration 50Q: 3 clusters Score -5654336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -5654344.000000 Penalty: 5388.148438
	Iteration 51Q: 3 clusters Score -5654344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -5654337.500000 Penalty: 5388.148438
	Iteration 52Q: 3 clusters Score -5654338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -5654330.000000 Penalty: 5388.148438
	Iteration 53Q: 3 clusters Score -5654330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -5654332.500000 Penalty: 5388.148438
	Iteration 54Q: 3 clusters Score -5654332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -5654327.000000 Penalty: 5388.148438
	Iteration 55Q: 3 clusters Score -5654327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -5654327.000000 Penalty: 5388.148438
	Iteration 56Q: 3 clusters Score -5654327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -5654323.500000 Penalty: 5388.148438
	Iteration 57Q: 3 clusters Score -5654324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -5654327.500000 Penalty: 5388.148438
	Iteration 58Q: 3 clusters Score -5654328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -5654331.000000 Penalty: 5388.148438
	Iteration 59Q: 3 clusters Score -5654331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -5654330.000000 Penalty: 5388.148438
	Iteration 60F: 3 clusters Score -5654330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -5654335.500000 Penalty: 5388.148438
	Iteration 61Q: 3 clusters Score -5654336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -5654340.500000 Penalty: 5388.148438
	Iteration 62Q: 3 clusters Score -5654340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -5654343.000000 Penalty: 5388.148438
	Iteration 63Q: 3 clusters Score -5654343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -5654341.500000 Penalty: 5388.148438
	Iteration 64Q: 3 clusters Score -5654342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -5654342.000000 Penalty: 5388.148438
	Iteration 65Q: 3 clusters Score -5654342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -5654334.000000 Penalty: 5388.148438
	Iteration 66Q: 3 clusters Score -5654334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -5654332.000000 Penalty: 5388.148438
	Iteration 67Q: 3 clusters Score -5654332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -5654332.000000 Penalty: 5388.148438
	Iteration 68F: 3 clusters Score -5654332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 52480 members 
Mstep: Class 5 contains 22531 members 
Mstep: Class 6 contains 13465 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 5871 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91623 members 
Mstep: Class 11 contains 13888 members 
Mstep: Class 12 contains 30356 members 
Mstep: Class 13 contains 9366 members 
Mstep: Class 14 contains 1666 members 
Mstep: Class 15 contains 17667 members 
Mstep: Class 16 contains 17129 members 
Mstep: Class 17 contains 4497 members 
Mstep: Class 18 contains 920 members 
Mstep: Class 19 contains 41695 members 
Mstep: Class 20 contains 10293 members 
Mstep: Class 21 contains 27195 members 
Mstep: Class 22 contains 8334 members 
Mstep: Class 23 contains 14265 members 
Mstep: Class 24 contains 14917 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9735 members 
Mstep: Class 28 contains 38383 members 
Mstep: Class 29 contains 7502 members 
Mstep: Class 30 contains 18905 members 
Mstep: Class 31 contains 29054 members 
Mstep: Class 32 contains 13131 members 
Mstep: Class 33 contains 7295 members 
Mstep: Class 34 contains 9764 members 
Mstep: Class 35 contains 15787 members 
Mstep: Class 36 contains 28825 members 
Mstep: Class 37 contains 16680 members 
Mstep: Class 38 contains 611 members 
Mstep: Class 39 contains 14321 members 
Mstep: Class 40 contains 6046 members 
Mstep: Class 41 contains 11546 members 
Mstep: Class 42 contains 294 members 
Mstep: Class 43 contains 13836 members 
Entering Unmasked Estep 
Score: -64703892.000000 Penalty: 142705.328125
Splitting cluster 28 changes total score from -64696120.000000 to -64703892.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 29 (7502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Entering Unmasked Estep 
Score: -732629.187500 Penalty: 2212.885498
	Iteration 0F: 2 clusters Score -732629.2 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 3782 members 
Entering Unmasked Estep 
Score: -726541.687500 Penalty: 4425.770996
	Iteration 0F: 3 clusters Score -726541.7 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -728370.562500 Penalty: 4425.770996
	Iteration 1F: 3 clusters Score -728370.6 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -728813.000000 Penalty: 4425.770996
	Iteration 2F: 3 clusters Score -728813 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -729165.937500 Penalty: 4425.770996
	Iteration 3F: 3 clusters Score -729165.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -729620.312500 Penalty: 4425.770996
	Iteration 4F: 3 clusters Score -729620.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -730152.937500 Penalty: 4425.770996
	Iteration 5F: 3 clusters Score -730152.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -730748.687500 Penalty: 4425.770996
	Iteration 6F: 3 clusters Score -730748.7 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -731278.812500 Penalty: 4425.770996
	Iteration 7F: 3 clusters Score -731278.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -731674.625000 Penalty: 4425.770996
	Iteration 8F: 3 clusters Score -731674.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -731923.875000 Penalty: 4425.770996
	Iteration 9Q: 3 clusters Score -731923.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -732048.562500 Penalty: 4425.770996
	Iteration 10Q: 3 clusters Score -732048.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -732126.812500 Penalty: 4425.770996
	Iteration 11Q: 3 clusters Score -732126.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -732177.750000 Penalty: 4425.770996
	Iteration 12Q: 3 clusters Score -732177.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -732217.187500 Penalty: 4425.770996
	Iteration 13Q: 3 clusters Score -732217.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -732249.125000 Penalty: 4425.770996
	Iteration 14Q: 3 clusters Score -732249.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -732284.562500 Penalty: 4425.770996
	Iteration 15Q: 3 clusters Score -732284.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -732320.125000 Penalty: 4425.770996
	Iteration 16Q: 3 clusters Score -732320.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -732348.187500 Penalty: 4425.770996
	Iteration 17Q: 3 clusters Score -732348.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -732367.875000 Penalty: 4425.770996
	Iteration 18Q: 3 clusters Score -732367.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -732388.187500 Penalty: 4425.770996
	Iteration 19Q: 3 clusters Score -732388.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -732411.312500 Penalty: 4425.770996
	Iteration 20F: 3 clusters Score -732411.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -732425.625000 Penalty: 4425.770996
	Iteration 21Q: 3 clusters Score -732425.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -732433.312500 Penalty: 4425.770996
	Iteration 22Q: 3 clusters Score -732433.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -732440.250000 Penalty: 4425.770996
	Iteration 23Q: 3 clusters Score -732440.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -732445.500000 Penalty: 4425.770996
	Iteration 24Q: 3 clusters Score -732445.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -732448.687500 Penalty: 4425.770996
	Iteration 25Q: 3 clusters Score -732448.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -732452.250000 Penalty: 4425.770996
	Iteration 26Q: 3 clusters Score -732452.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -732453.312500 Penalty: 4425.770996
	Iteration 27Q: 3 clusters Score -732453.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -732454.750000 Penalty: 4425.770996
	Iteration 28Q: 3 clusters Score -732454.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -732455.562500 Penalty: 4425.770996
	Iteration 29Q: 3 clusters Score -732455.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -732455.562500 Penalty: 4425.770996
	Iteration 30F: 3 clusters Score -732455.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (18905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Entering Unmasked Estep 
Score: -1782381.125000 Penalty: 2442.101074
	Iteration 0F: 2 clusters Score -1782381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1768948.375000 Penalty: 4884.202148
	Iteration 0F: 3 clusters Score -1768948 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1773549.750000 Penalty: 4884.202148
	Iteration 1F: 3 clusters Score -1773550 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1774210.250000 Penalty: 4884.202148
	Iteration 2F: 3 clusters Score -1774210 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1774914.750000 Penalty: 4884.202148
	Iteration 3F: 3 clusters Score -1774915 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1775676.125000 Penalty: 4884.202148
	Iteration 4F: 3 clusters Score -1775676 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1776434.875000 Penalty: 4884.202148
	Iteration 5F: 3 clusters Score -1776435 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1777192.500000 Penalty: 4884.202148
	Iteration 6F: 3 clusters Score -1777192 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1777892.125000 Penalty: 4884.202148
	Iteration 7F: 3 clusters Score -1777892 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1778505.750000 Penalty: 4884.202148
	Iteration 8Q: 3 clusters Score -1778506 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1778970.500000 Penalty: 4884.202148
	Iteration 9Q: 3 clusters Score -1778970 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1779327.125000 Penalty: 4884.202148
	Iteration 10Q: 3 clusters Score -1779327 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1779576.000000 Penalty: 4884.202148
	Iteration 11Q: 3 clusters Score -1779576 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1779767.500000 Penalty: 4884.202148
	Iteration 12Q: 3 clusters Score -1779768 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1779928.000000 Penalty: 4884.202148
	Iteration 13Q: 3 clusters Score -1779928 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1780065.375000 Penalty: 4884.202148
	Iteration 14Q: 3 clusters Score -1780065 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1780183.750000 Penalty: 4884.202148
	Iteration 15Q: 3 clusters Score -1780184 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1780294.500000 Penalty: 4884.202148
	Iteration 16Q: 3 clusters Score -1780294 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1780379.125000 Penalty: 4884.202148
	Iteration 17Q: 3 clusters Score -1780379 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1780461.750000 Penalty: 4884.202148
	Iteration 18Q: 3 clusters Score -1780462 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1780541.500000 Penalty: 4884.202148
	Iteration 19Q: 3 clusters Score -1780542 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1780583.250000 Penalty: 4884.202148
	Iteration 20F: 3 clusters Score -1780583 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1780618.250000 Penalty: 4884.202148
	Iteration 21Q: 3 clusters Score -1780618 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1780646.625000 Penalty: 4884.202148
	Iteration 22Q: 3 clusters Score -1780647 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1780663.625000 Penalty: 4884.202148
	Iteration 23Q: 3 clusters Score -1780664 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1780688.625000 Penalty: 4884.202148
	Iteration 24Q: 3 clusters Score -1780689 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1780702.625000 Penalty: 4884.202148
	Iteration 25Q: 3 clusters Score -1780703 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1780715.250000 Penalty: 4884.202148
	Iteration 26Q: 3 clusters Score -1780715 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1780722.250000 Penalty: 4884.202148
	Iteration 27Q: 3 clusters Score -1780722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1780729.000000 Penalty: 4884.202148
	Iteration 28Q: 3 clusters Score -1780729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1780733.625000 Penalty: 4884.202148
	Iteration 29Q: 3 clusters Score -1780734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1780737.375000 Penalty: 4884.202148
	Iteration 30Q: 3 clusters Score -1780737 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1780744.750000 Penalty: 4884.202148
	Iteration 31Q: 3 clusters Score -1780745 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1780749.000000 Penalty: 4884.202148
	Iteration 32Q: 3 clusters Score -1780749 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1780755.375000 Penalty: 4884.202148
	Iteration 33Q: 3 clusters Score -1780755 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1780765.000000 Penalty: 4884.202148
	Iteration 34Q: 3 clusters Score -1780765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1780764.750000 Penalty: 4884.202148
	Iteration 35Q: 3 clusters Score -1780765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1780771.125000 Penalty: 4884.202148
	Iteration 36Q: 3 clusters Score -1780771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1780775.250000 Penalty: 4884.202148
	Iteration 37Q: 3 clusters Score -1780775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1780778.500000 Penalty: 4884.202148
	Iteration 38Q: 3 clusters Score -1780778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1780778.625000 Penalty: 4884.202148
	Iteration 39Q: 3 clusters Score -1780779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1780780.000000 Penalty: 4884.202148
	Iteration 40F: 3 clusters Score -1780780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1780781.875000 Penalty: 4884.202148
	Iteration 41Q: 3 clusters Score -1780782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1780786.750000 Penalty: 4884.202148
	Iteration 42Q: 3 clusters Score -1780787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1780789.875000 Penalty: 4884.202148
	Iteration 43Q: 3 clusters Score -1780790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1780793.375000 Penalty: 4884.202148
	Iteration 44Q: 3 clusters Score -1780793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1780794.625000 Penalty: 4884.202148
	Iteration 45Q: 3 clusters Score -1780795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1780794.125000 Penalty: 4884.202148
	Iteration 46Q: 3 clusters Score -1780794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1780794.125000 Penalty: 4884.202148
	Iteration 47F: 3 clusters Score -1780794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (29054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Entering Unmasked Estep 
Score: -3070007.000000 Penalty: 2548.674072
	Iteration 0F: 2 clusters Score -3070007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -3050027.500000 Penalty: 5097.348145
	Iteration 0F: 3 clusters Score -3050028 nChanged 13179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -3057415.500000 Penalty: 5097.348145
	Iteration 1F: 3 clusters Score -3057416 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -3058138.500000 Penalty: 5097.348145
	Iteration 2F: 3 clusters Score -3058138 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -3059050.500000 Penalty: 5097.348145
	Iteration 3F: 3 clusters Score -3059050 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -3060500.000000 Penalty: 5097.348145
	Iteration 4F: 3 clusters Score -3060500 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -3062308.250000 Penalty: 5097.348145
	Iteration 5F: 3 clusters Score -3062308 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -3064149.750000 Penalty: 5097.348145
	Iteration 6F: 3 clusters Score -3064150 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -3065688.250000 Penalty: 5097.348145
	Iteration 7F: 3 clusters Score -3065688 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -3066824.750000 Penalty: 5097.348145
	Iteration 8F: 3 clusters Score -3066825 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -3067849.750000 Penalty: 5097.348145
	Iteration 9F: 3 clusters Score -3067850 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -3068867.250000 Penalty: 5097.348145
	Iteration 10Q: 3 clusters Score -3068867 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -3069891.250000 Penalty: 5097.348145
	Iteration 11Q: 3 clusters Score -3069891 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -3070808.000000 Penalty: 5097.348145
	Iteration 12Q: 3 clusters Score -3070808 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -3071476.250000 Penalty: 5097.348145
	Iteration 13Q: 3 clusters Score -3071476 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -3071969.000000 Penalty: 5097.348145
	Iteration 14Q: 3 clusters Score -3071969 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -3072244.500000 Penalty: 5097.348145
	Iteration 15Q: 3 clusters Score -3072244 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -3072409.250000 Penalty: 5097.348145
	Iteration 16Q: 3 clusters Score -3072409 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -3072480.500000 Penalty: 5097.348145
	Iteration 17Q: 3 clusters Score -3072480 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -3072537.750000 Penalty: 5097.348145
	Iteration 18Q: 3 clusters Score -3072538 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -3072557.250000 Penalty: 5097.348145
	Iteration 19Q: 3 clusters Score -3072557 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -3072575.000000 Penalty: 5097.348145
	Iteration 20F: 3 clusters Score -3072575 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -3072593.750000 Penalty: 5097.348145
	Iteration 21Q: 3 clusters Score -3072594 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -3072600.750000 Penalty: 5097.348145
	Iteration 22Q: 3 clusters Score -3072601 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -3072609.250000 Penalty: 5097.348145
	Iteration 23Q: 3 clusters Score -3072609 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -3072622.000000 Penalty: 5097.348145
	Iteration 24Q: 3 clusters Score -3072622 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -3072632.500000 Penalty: 5097.348145
	Iteration 25Q: 3 clusters Score -3072632 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -3072647.250000 Penalty: 5097.348145
	Iteration 26Q: 3 clusters Score -3072647 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -3072641.250000 Penalty: 5097.348145
	Iteration 27Q: 3 clusters Score -3072641 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -3072637.250000 Penalty: 5097.348145
	Iteration 28Q: 3 clusters Score -3072637 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -3072647.250000 Penalty: 5097.348145
	Iteration 29Q: 3 clusters Score -3072647 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -3072649.000000 Penalty: 5097.348145
	Iteration 30Q: 3 clusters Score -3072649 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -3072647.500000 Penalty: 5097.348145
	Iteration 31Q: 3 clusters Score -3072648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -3072647.750000 Penalty: 5097.348145
	Iteration 32Q: 3 clusters Score -3072648 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -3072650.000000 Penalty: 5097.348145
	Iteration 33Q: 3 clusters Score -3072650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -3072656.000000 Penalty: 5097.348145
	Iteration 34Q: 3 clusters Score -3072656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -3072659.250000 Penalty: 5097.348145
	Iteration 35Q: 3 clusters Score -3072659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -3072657.750000 Penalty: 5097.348145
	Iteration 36Q: 3 clusters Score -3072658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -3072653.750000 Penalty: 5097.348145
	Iteration 37Q: 3 clusters Score -3072654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -3072655.000000 Penalty: 5097.348145
	Iteration 38Q: 3 clusters Score -3072655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -3072662.250000 Penalty: 5097.348145
	Iteration 39Q: 3 clusters Score -3072662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -3072658.750000 Penalty: 5097.348145
	Iteration 40F: 3 clusters Score -3072659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -3072664.250000 Penalty: 5097.348145
	Iteration 41Q: 3 clusters Score -3072664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -3072664.500000 Penalty: 5097.348145
	Iteration 42Q: 3 clusters Score -3072664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -3072669.000000 Penalty: 5097.348145
	Iteration 43Q: 3 clusters Score -3072669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -3072666.500000 Penalty: 5097.348145
	Iteration 44Q: 3 clusters Score -3072666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -3072664.250000 Penalty: 5097.348145
	Iteration 45Q: 3 clusters Score -3072664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -3072665.500000 Penalty: 5097.348145
	Iteration 46Q: 3 clusters Score -3072666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -3072663.000000 Penalty: 5097.348145
	Iteration 47Q: 3 clusters Score -3072663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -3072663.000000 Penalty: 5097.348145
	Iteration 48F: 3 clusters Score -3072663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 52480 members 
Mstep: Class 5 contains 22531 members 
Mstep: Class 6 contains 13465 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 5871 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91623 members 
Mstep: Class 11 contains 13888 members 
Mstep: Class 12 contains 30356 members 
Mstep: Class 13 contains 9366 members 
Mstep: Class 14 contains 1666 members 
Mstep: Class 15 contains 17667 members 
Mstep: Class 16 contains 17129 members 
Mstep: Class 17 contains 4497 members 
Mstep: Class 18 contains 920 members 
Mstep: Class 19 contains 41695 members 
Mstep: Class 20 contains 10293 members 
Mstep: Class 21 contains 27195 members 
Mstep: Class 22 contains 8334 members 
Mstep: Class 23 contains 14265 members 
Mstep: Class 24 contains 14917 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9735 members 
Mstep: Class 28 contains 38383 members 
Mstep: Class 29 contains 7502 members 
Mstep: Class 30 contains 18905 members 
Mstep: Class 31 contains 19752 members 
Mstep: Class 32 contains 13131 members 
Mstep: Class 33 contains 7295 members 
Mstep: Class 34 contains 9764 members 
Mstep: Class 35 contains 15787 members 
Mstep: Class 36 contains 28825 members 
Mstep: Class 37 contains 16680 members 
Mstep: Class 38 contains 611 members 
Mstep: Class 39 contains 14321 members 
Mstep: Class 40 contains 6046 members 
Mstep: Class 41 contains 11546 members 
Mstep: Class 42 contains 294 members 
Mstep: Class 43 contains 13836 members 
Mstep: Class 44 contains 9302 members 
Entering Unmasked Estep 
Score: -64705424.000000 Penalty: 146024.062500
Splitting cluster 31 changes total score from -64696120.000000 to -64705424.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 32 (13131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Entering Unmasked Estep 
Score: -1339813.500000 Penalty: 2351.717285
	Iteration 0F: 2 clusters Score -1339814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1330164.500000 Penalty: 4703.434570
	Iteration 0F: 3 clusters Score -1330164 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1333198.375000 Penalty: 4703.434570
	Iteration 1F: 3 clusters Score -1333198 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1333622.125000 Penalty: 4703.434570
	Iteration 2F: 3 clusters Score -1333622 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1334001.250000 Penalty: 4703.434570
	Iteration 3F: 3 clusters Score -1334001 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1334348.000000 Penalty: 4703.434570
	Iteration 4F: 3 clusters Score -1334348 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1334683.875000 Penalty: 4703.434570
	Iteration 5Q: 3 clusters Score -1334684 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1335008.375000 Penalty: 4703.434570
	Iteration 6Q: 3 clusters Score -1335008 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1335349.250000 Penalty: 4703.434570
	Iteration 7Q: 3 clusters Score -1335349 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1335694.000000 Penalty: 4703.434570
	Iteration 8Q: 3 clusters Score -1335694 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1336014.375000 Penalty: 4703.434570
	Iteration 9Q: 3 clusters Score -1336014 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1336391.500000 Penalty: 4703.434570
	Iteration 10Q: 3 clusters Score -1336392 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1336810.125000 Penalty: 4703.434570
	Iteration 11Q: 3 clusters Score -1336810 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1337217.875000 Penalty: 4703.434570
	Iteration 12Q: 3 clusters Score -1337218 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1337553.500000 Penalty: 4703.434570
	Iteration 13Q: 3 clusters Score -1337554 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1337824.125000 Penalty: 4703.434570
	Iteration 14Q: 3 clusters Score -1337824 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1338046.000000 Penalty: 4703.434570
	Iteration 15Q: 3 clusters Score -1338046 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1338205.625000 Penalty: 4703.434570
	Iteration 16Q: 3 clusters Score -1338206 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1338309.000000 Penalty: 4703.434570
	Iteration 17Q: 3 clusters Score -1338309 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1338378.000000 Penalty: 4703.434570
	Iteration 18Q: 3 clusters Score -1338378 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1338428.000000 Penalty: 4703.434570
	Iteration 19Q: 3 clusters Score -1338428 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1338468.875000 Penalty: 4703.434570
	Iteration 20F: 3 clusters Score -1338469 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1338498.500000 Penalty: 4703.434570
	Iteration 21Q: 3 clusters Score -1338498 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1338531.375000 Penalty: 4703.434570
	Iteration 22Q: 3 clusters Score -1338531 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1338578.625000 Penalty: 4703.434570
	Iteration 23Q: 3 clusters Score -1338579 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1338618.000000 Penalty: 4703.434570
	Iteration 24Q: 3 clusters Score -1338618 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1338654.875000 Penalty: 4703.434570
	Iteration 25Q: 3 clusters Score -1338655 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1338689.125000 Penalty: 4703.434570
	Iteration 26Q: 3 clusters Score -1338689 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1338723.125000 Penalty: 4703.434570
	Iteration 27Q: 3 clusters Score -1338723 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1338748.125000 Penalty: 4703.434570
	Iteration 28Q: 3 clusters Score -1338748 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1338775.875000 Penalty: 4703.434570
	Iteration 29Q: 3 clusters Score -1338776 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1338805.000000 Penalty: 4703.434570
	Iteration 30Q: 3 clusters Score -1338805 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1338833.750000 Penalty: 4703.434570
	Iteration 31Q: 3 clusters Score -1338834 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1338867.750000 Penalty: 4703.434570
	Iteration 32Q: 3 clusters Score -1338868 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1338899.250000 Penalty: 4703.434570
	Iteration 33Q: 3 clusters Score -1338899 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1338931.750000 Penalty: 4703.434570
	Iteration 34Q: 3 clusters Score -1338932 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1338949.750000 Penalty: 4703.434570
	Iteration 35Q: 3 clusters Score -1338950 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1338969.000000 Penalty: 4703.434570
	Iteration 36Q: 3 clusters Score -1338969 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1338980.875000 Penalty: 4703.434570
	Iteration 37Q: 3 clusters Score -1338981 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1338990.750000 Penalty: 4703.434570
	Iteration 38Q: 3 clusters Score -1338991 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1338999.000000 Penalty: 4703.434570
	Iteration 39Q: 3 clusters Score -1338999 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1339008.500000 Penalty: 4703.434570
	Iteration 40F: 3 clusters Score -1339008 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1339016.875000 Penalty: 4703.434570
	Iteration 41Q: 3 clusters Score -1339017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1339018.625000 Penalty: 4703.434570
	Iteration 42Q: 3 clusters Score -1339019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1339022.875000 Penalty: 4703.434570
	Iteration 43Q: 3 clusters Score -1339023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1339025.875000 Penalty: 4703.434570
	Iteration 44Q: 3 clusters Score -1339026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1339025.500000 Penalty: 4703.434570
	Iteration 45Q: 3 clusters Score -1339026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1339033.250000 Penalty: 4703.434570
	Iteration 46Q: 3 clusters Score -1339033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1339035.500000 Penalty: 4703.434570
	Iteration 47Q: 3 clusters Score -1339036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1339036.750000 Penalty: 4703.434570
	Iteration 48Q: 3 clusters Score -1339037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1339036.875000 Penalty: 4703.434570
	Iteration 49Q: 3 clusters Score -1339037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1339037.500000 Penalty: 4703.434570
	Iteration 50Q: 3 clusters Score -1339038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1339040.000000 Penalty: 4703.434570
	Iteration 51Q: 3 clusters Score -1339040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1339041.375000 Penalty: 4703.434570
	Iteration 52Q: 3 clusters Score -1339041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1339041.875000 Penalty: 4703.434570
	Iteration 53Q: 3 clusters Score -1339042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1339042.250000 Penalty: 4703.434570
	Iteration 54Q: 3 clusters Score -1339042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1339042.750000 Penalty: 4703.434570
	Iteration 55Q: 3 clusters Score -1339043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1339045.125000 Penalty: 4703.434570
	Iteration 56Q: 3 clusters Score -1339045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1339046.000000 Penalty: 4703.434570
	Iteration 57Q: 3 clusters Score -1339046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1339045.000000 Penalty: 4703.434570
	Iteration 58Q: 3 clusters Score -1339045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1339046.875000 Penalty: 4703.434570
	Iteration 59Q: 3 clusters Score -1339047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1339045.375000 Penalty: 4703.434570
	Iteration 60F: 3 clusters Score -1339045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1339049.500000 Penalty: 4703.434570
	Iteration 61Q: 3 clusters Score -1339050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1339052.875000 Penalty: 4703.434570
	Iteration 62Q: 3 clusters Score -1339053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1339056.625000 Penalty: 4703.434570
	Iteration 63Q: 3 clusters Score -1339057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1339057.500000 Penalty: 4703.434570
	Iteration 64Q: 3 clusters Score -1339058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1339057.250000 Penalty: 4703.434570
	Iteration 65Q: 3 clusters Score -1339057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1339054.625000 Penalty: 4703.434570
	Iteration 66Q: 3 clusters Score -1339055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1339053.625000 Penalty: 4703.434570
	Iteration 67Q: 3 clusters Score -1339054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1339054.125000 Penalty: 4703.434570
	Iteration 68Q: 3 clusters Score -1339054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1339056.125000 Penalty: 4703.434570
	Iteration 69Q: 3 clusters Score -1339056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1339056.125000 Penalty: 4703.434570
	Iteration 70F: 3 clusters Score -1339056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Entering Unmasked Estep 
Score: -792945.937500 Penalty: 2205.946045
	Iteration 0F: 2 clusters Score -792945.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -786964.062500 Penalty: 4411.892090
	Iteration 0F: 3 clusters Score -786964.1 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -788514.000000 Penalty: 4411.892090
	Iteration 1F: 3 clusters Score -788514 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -788796.625000 Penalty: 4411.892090
	Iteration 2F: 3 clusters Score -788796.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -789004.437500 Penalty: 4411.892090
	Iteration 3F: 3 clusters Score -789004.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -789157.000000 Penalty: 4411.892090
	Iteration 4Q: 3 clusters Score -789157 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -789271.750000 Penalty: 4411.892090
	Iteration 5Q: 3 clusters Score -789271.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -789354.000000 Penalty: 4411.892090
	Iteration 6Q: 3 clusters Score -789354 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -789425.062500 Penalty: 4411.892090
	Iteration 7Q: 3 clusters Score -789425.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -789486.312500 Penalty: 4411.892090
	Iteration 8Q: 3 clusters Score -789486.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -789543.062500 Penalty: 4411.892090
	Iteration 9Q: 3 clusters Score -789543.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -789588.812500 Penalty: 4411.892090
	Iteration 10Q: 3 clusters Score -789588.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -789620.187500 Penalty: 4411.892090
	Iteration 11Q: 3 clusters Score -789620.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -789649.125000 Penalty: 4411.892090
	Iteration 12Q: 3 clusters Score -789649.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -789685.250000 Penalty: 4411.892090
	Iteration 13Q: 3 clusters Score -789685.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -789720.250000 Penalty: 4411.892090
	Iteration 14Q: 3 clusters Score -789720.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -789749.000000 Penalty: 4411.892090
	Iteration 15Q: 3 clusters Score -789749 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -789772.500000 Penalty: 4411.892090
	Iteration 16Q: 3 clusters Score -789772.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -789799.000000 Penalty: 4411.892090
	Iteration 17Q: 3 clusters Score -789799 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -789820.562500 Penalty: 4411.892090
	Iteration 18Q: 3 clusters Score -789820.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -789840.562500 Penalty: 4411.892090
	Iteration 19Q: 3 clusters Score -789840.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -789859.750000 Penalty: 4411.892090
	Iteration 20F: 3 clusters Score -789859.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -789872.937500 Penalty: 4411.892090
	Iteration 21Q: 3 clusters Score -789872.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -789883.750000 Penalty: 4411.892090
	Iteration 22Q: 3 clusters Score -789883.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -789895.312500 Penalty: 4411.892090
	Iteration 23Q: 3 clusters Score -789895.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -789908.375000 Penalty: 4411.892090
	Iteration 24Q: 3 clusters Score -789908.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -789917.125000 Penalty: 4411.892090
	Iteration 25Q: 3 clusters Score -789917.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -789926.187500 Penalty: 4411.892090
	Iteration 26Q: 3 clusters Score -789926.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -789934.375000 Penalty: 4411.892090
	Iteration 27Q: 3 clusters Score -789934.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -789943.375000 Penalty: 4411.892090
	Iteration 28Q: 3 clusters Score -789943.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -789952.500000 Penalty: 4411.892090
	Iteration 29Q: 3 clusters Score -789952.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -789960.937500 Penalty: 4411.892090
	Iteration 30Q: 3 clusters Score -789960.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -789971.125000 Penalty: 4411.892090
	Iteration 31Q: 3 clusters Score -789971.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -789979.062500 Penalty: 4411.892090
	Iteration 32Q: 3 clusters Score -789979.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -789985.562500 Penalty: 4411.892090
	Iteration 33Q: 3 clusters Score -789985.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -789994.437500 Penalty: 4411.892090
	Iteration 34Q: 3 clusters Score -789994.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -789998.875000 Penalty: 4411.892090
	Iteration 35Q: 3 clusters Score -789998.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -790007.687500 Penalty: 4411.892090
	Iteration 36Q: 3 clusters Score -790007.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -790013.312500 Penalty: 4411.892090
	Iteration 37Q: 3 clusters Score -790013.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -790019.812500 Penalty: 4411.892090
	Iteration 38Q: 3 clusters Score -790019.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -790029.375000 Penalty: 4411.892090
	Iteration 39Q: 3 clusters Score -790029.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -790035.312500 Penalty: 4411.892090
	Iteration 40F: 3 clusters Score -790035.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -790043.125000 Penalty: 4411.892090
	Iteration 41Q: 3 clusters Score -790043.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -790053.437500 Penalty: 4411.892090
	Iteration 42Q: 3 clusters Score -790053.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -790066.187500 Penalty: 4411.892090
	Iteration 43Q: 3 clusters Score -790066.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -790081.062500 Penalty: 4411.892090
	Iteration 44Q: 3 clusters Score -790081.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -790095.125000 Penalty: 4411.892090
	Iteration 45Q: 3 clusters Score -790095.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -790107.937500 Penalty: 4411.892090
	Iteration 46Q: 3 clusters Score -790107.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -790123.375000 Penalty: 4411.892090
	Iteration 47Q: 3 clusters Score -790123.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -790146.125000 Penalty: 4411.892090
	Iteration 48Q: 3 clusters Score -790146.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -790173.125000 Penalty: 4411.892090
	Iteration 49Q: 3 clusters Score -790173.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -790198.187500 Penalty: 4411.892090
	Iteration 50Q: 3 clusters Score -790198.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -790223.250000 Penalty: 4411.892090
	Iteration 51Q: 3 clusters Score -790223.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -790261.437500 Penalty: 4411.892090
	Iteration 52Q: 3 clusters Score -790261.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -790322.500000 Penalty: 4411.892090
	Iteration 53Q: 3 clusters Score -790322.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -790391.125000 Penalty: 4411.892090
	Iteration 54Q: 3 clusters Score -790391.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -790466.687500 Penalty: 4411.892090
	Iteration 55Q: 3 clusters Score -790466.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -790559.250000 Penalty: 4411.892090
	Iteration 56Q: 3 clusters Score -790559.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -790655.250000 Penalty: 4411.892090
	Iteration 57Q: 3 clusters Score -790655.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -790776.812500 Penalty: 4411.892090
	Iteration 58Q: 3 clusters Score -790776.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -790916.937500 Penalty: 4411.892090
	Iteration 59Q: 3 clusters Score -790916.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -791056.875000 Penalty: 4411.892090
	Iteration 60F: 3 clusters Score -791056.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -791133.750000 Penalty: 4411.892090
	Iteration 61Q: 3 clusters Score -791133.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -791193.875000 Penalty: 4411.892090
	Iteration 62Q: 3 clusters Score -791193.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -791233.500000 Penalty: 4411.892090
	Iteration 63Q: 3 clusters Score -791233.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -791261.687500 Penalty: 4411.892090
	Iteration 64Q: 3 clusters Score -791261.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -791286.125000 Penalty: 4411.892090
	Iteration 65Q: 3 clusters Score -791286.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -791302.812500 Penalty: 4411.892090
	Iteration 66Q: 3 clusters Score -791302.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -791314.625000 Penalty: 4411.892090
	Iteration 67Q: 3 clusters Score -791314.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -791325.187500 Penalty: 4411.892090
	Iteration 68Q: 3 clusters Score -791325.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -791330.562500 Penalty: 4411.892090
	Iteration 69Q: 3 clusters Score -791330.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -791337.250000 Penalty: 4411.892090
	Iteration 70Q: 3 clusters Score -791337.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -791339.312500 Penalty: 4411.892090
	Iteration 71Q: 3 clusters Score -791339.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -791339.937500 Penalty: 4411.892090
	Iteration 72Q: 3 clusters Score -791339.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -791341.562500 Penalty: 4411.892090
	Iteration 73Q: 3 clusters Score -791341.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -791342.562500 Penalty: 4411.892090
	Iteration 74Q: 3 clusters Score -791342.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -791344.937500 Penalty: 4411.892090
	Iteration 75Q: 3 clusters Score -791344.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -791346.687500 Penalty: 4411.892090
	Iteration 76Q: 3 clusters Score -791346.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -791347.687500 Penalty: 4411.892090
	Iteration 77Q: 3 clusters Score -791347.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -791350.250000 Penalty: 4411.892090
	Iteration 78Q: 3 clusters Score -791350.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -791351.187500 Penalty: 4411.892090
	Iteration 79Q: 3 clusters Score -791351.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -791354.812500 Penalty: 4411.892090
	Iteration 80F: 3 clusters Score -791354.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -791356.500000 Penalty: 4411.892090
	Iteration 81Q: 3 clusters Score -791356.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -791357.250000 Penalty: 4411.892090
	Iteration 82Q: 3 clusters Score -791357.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -791359.437500 Penalty: 4411.892090
	Iteration 83Q: 3 clusters Score -791359.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -791358.062500 Penalty: 4411.892090
	Iteration 84Q: 3 clusters Score -791358.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -791360.250000 Penalty: 4411.892090
	Iteration 85Q: 3 clusters Score -791360.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -791362.187500 Penalty: 4411.892090
	Iteration 86Q: 3 clusters Score -791362.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -791363.125000 Penalty: 4411.892090
	Iteration 87Q: 3 clusters Score -791363.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -791364.750000 Penalty: 4411.892090
	Iteration 88Q: 3 clusters Score -791364.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -791368.750000 Penalty: 4411.892090
	Iteration 89Q: 3 clusters Score -791368.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -791370.437500 Penalty: 4411.892090
	Iteration 90Q: 3 clusters Score -791370.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -791373.000000 Penalty: 4411.892090
	Iteration 91Q: 3 clusters Score -791373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -791375.250000 Penalty: 4411.892090
	Iteration 92Q: 3 clusters Score -791375.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -791375.125000 Penalty: 4411.892090
	Iteration 93Q: 3 clusters Score -791375.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -791376.625000 Penalty: 4411.892090
	Iteration 94Q: 3 clusters Score -791376.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -791378.062500 Penalty: 4411.892090
	Iteration 95Q: 3 clusters Score -791378.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -791379.062500 Penalty: 4411.892090
	Iteration 96Q: 3 clusters Score -791379.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -791380.250000 Penalty: 4411.892090
	Iteration 97Q: 3 clusters Score -791380.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -791377.125000 Penalty: 4411.892090
	Iteration 98Q: 3 clusters Score -791377.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -791378.937500 Penalty: 4411.892090
	Iteration 99Q: 3 clusters Score -791378.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -791380.687500 Penalty: 4411.892090
	Iteration 100F: 3 clusters Score -791380.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -791380.000000 Penalty: 4411.892090
	Iteration 101Q: 3 clusters Score -791380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -791381.187500 Penalty: 4411.892090
	Iteration 102Q: 3 clusters Score -791381.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -791382.125000 Penalty: 4411.892090
	Iteration 103Q: 3 clusters Score -791382.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -791384.312500 Penalty: 4411.892090
	Iteration 104Q: 3 clusters Score -791384.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -791384.562500 Penalty: 4411.892090
	Iteration 105Q: 3 clusters Score -791384.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -791385.125000 Penalty: 4411.892090
	Iteration 106Q: 3 clusters Score -791385.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -791385.750000 Penalty: 4411.892090
	Iteration 107Q: 3 clusters Score -791385.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -791384.250000 Penalty: 4411.892090
	Iteration 108Q: 3 clusters Score -791384.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -791385.437500 Penalty: 4411.892090
	Iteration 109Q: 3 clusters Score -791385.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -791386.812500 Penalty: 4411.892090
	Iteration 110Q: 3 clusters Score -791386.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -791386.812500 Penalty: 4411.892090
	Iteration 111F: 3 clusters Score -791386.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Entering Unmasked Estep 
Score: -1052146.375000 Penalty: 2278.241455
	Iteration 0F: 2 clusters Score -1052146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1044594.875000 Penalty: 4556.482910
	Iteration 0F: 3 clusters Score -1044595 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1046792.250000 Penalty: 4556.482910
	Iteration 1F: 3 clusters Score -1046792 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1047195.187500 Penalty: 4556.482910
	Iteration 2F: 3 clusters Score -1047195 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1047600.875000 Penalty: 4556.482910
	Iteration 3F: 3 clusters Score -1047601 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1048034.875000 Penalty: 4556.482910
	Iteration 4F: 3 clusters Score -1048035 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1048555.437500 Penalty: 4556.482910
	Iteration 5F: 3 clusters Score -1048555 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1049115.500000 Penalty: 4556.482910
	Iteration 6F: 3 clusters Score -1049116 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1049612.500000 Penalty: 4556.482910
	Iteration 7F: 3 clusters Score -1049612 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1049988.250000 Penalty: 4556.482910
	Iteration 8Q: 3 clusters Score -1049988 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1050295.250000 Penalty: 4556.482910
	Iteration 9Q: 3 clusters Score -1050295 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1050542.750000 Penalty: 4556.482910
	Iteration 10Q: 3 clusters Score -1050543 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1050836.250000 Penalty: 4556.482910
	Iteration 11Q: 3 clusters Score -1050836 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1051378.500000 Penalty: 4556.482910
	Iteration 12Q: 3 clusters Score -1051378 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1052465.875000 Penalty: 4556.482910
	Iteration 13F: 3 clusters Score -1052466 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1053828.625000 Penalty: 4556.482910
	Iteration 14F: 3 clusters Score -1053829 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1054187.875000 Penalty: 4556.482910
	Iteration 15Q: 3 clusters Score -1054188 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1054242.375000 Penalty: 4556.482910
	Iteration 16Q: 3 clusters Score -1054242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1054253.000000 Penalty: 4556.482910
	Iteration 17Q: 3 clusters Score -1054253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1054255.250000 Penalty: 4556.482910
	Iteration 18Q: 3 clusters Score -1054255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1054256.500000 Penalty: 4556.482910
	Iteration 19Q: 3 clusters Score -1054256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1054256.500000 Penalty: 4556.482910
	Iteration 20F: 3 clusters Score -1054256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 52480 members 
Mstep: Class 5 contains 22531 members 
Mstep: Class 6 contains 13465 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 5871 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91623 members 
Mstep: Class 11 contains 13888 members 
Mstep: Class 12 contains 30356 members 
Mstep: Class 13 contains 9366 members 
Mstep: Class 14 contains 1666 members 
Mstep: Class 15 contains 17667 members 
Mstep: Class 16 contains 17129 members 
Mstep: Class 17 contains 4497 members 
Mstep: Class 18 contains 920 members 
Mstep: Class 19 contains 41695 members 
Mstep: Class 20 contains 10293 members 
Mstep: Class 21 contains 27195 members 
Mstep: Class 22 contains 8334 members 
Mstep: Class 23 contains 14265 members 
Mstep: Class 24 contains 14917 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9735 members 
Mstep: Class 28 contains 38383 members 
Mstep: Class 29 contains 7502 members 
Mstep: Class 30 contains 18905 members 
Mstep: Class 31 contains 19752 members 
Mstep: Class 32 contains 13131 members 
Mstep: Class 33 contains 7295 members 
Mstep: Class 34 contains 4159 members 
Mstep: Class 35 contains 15787 members 
Mstep: Class 36 contains 28825 members 
Mstep: Class 37 contains 16680 members 
Mstep: Class 38 contains 611 members 
Mstep: Class 39 contains 14321 members 
Mstep: Class 40 contains 6046 members 
Mstep: Class 41 contains 11546 members 
Mstep: Class 42 contains 294 members 
Mstep: Class 43 contains 13836 members 
Mstep: Class 44 contains 9302 members 
Mstep: Class 45 contains 5605 members 
Entering Unmasked Estep 
Score: -64706472.000000 Penalty: 149342.796875
Splitting cluster 34 changes total score from -64696120.000000 to -64706472.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 35 (15787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Entering Unmasked Estep 
Score: -1687743.875000 Penalty: 2397.401611
	Iteration 0F: 2 clusters Score -1687744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1676378.375000 Penalty: 4794.803223
	Iteration 0F: 3 clusters Score -1676378 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1680344.625000 Penalty: 4794.803223
	Iteration 1F: 3 clusters Score -1680345 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1681071.625000 Penalty: 4794.803223
	Iteration 2F: 3 clusters Score -1681072 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1681794.750000 Penalty: 4794.803223
	Iteration 3F: 3 clusters Score -1681795 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1682392.625000 Penalty: 4794.803223
	Iteration 4F: 3 clusters Score -1682393 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1682892.625000 Penalty: 4794.803223
	Iteration 5F: 3 clusters Score -1682893 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1683320.625000 Penalty: 4794.803223
	Iteration 6F: 3 clusters Score -1683321 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1683671.625000 Penalty: 4794.803223
	Iteration 7Q: 3 clusters Score -1683672 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1683993.375000 Penalty: 4794.803223
	Iteration 8Q: 3 clusters Score -1683993 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1684326.875000 Penalty: 4794.803223
	Iteration 9Q: 3 clusters Score -1684327 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1684693.250000 Penalty: 4794.803223
	Iteration 10Q: 3 clusters Score -1684693 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1685028.000000 Penalty: 4794.803223
	Iteration 11Q: 3 clusters Score -1685028 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1685300.000000 Penalty: 4794.803223
	Iteration 12Q: 3 clusters Score -1685300 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1685560.000000 Penalty: 4794.803223
	Iteration 13Q: 3 clusters Score -1685560 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1685784.000000 Penalty: 4794.803223
	Iteration 14Q: 3 clusters Score -1685784 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1685985.500000 Penalty: 4794.803223
	Iteration 15Q: 3 clusters Score -1685986 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1686209.375000 Penalty: 4794.803223
	Iteration 16Q: 3 clusters Score -1686209 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1686443.750000 Penalty: 4794.803223
	Iteration 17Q: 3 clusters Score -1686444 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1686701.375000 Penalty: 4794.803223
	Iteration 18Q: 3 clusters Score -1686701 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1686944.250000 Penalty: 4794.803223
	Iteration 19Q: 3 clusters Score -1686944 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1687137.125000 Penalty: 4794.803223
	Iteration 20F: 3 clusters Score -1687137 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1687250.250000 Penalty: 4794.803223
	Iteration 21Q: 3 clusters Score -1687250 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1687318.250000 Penalty: 4794.803223
	Iteration 22Q: 3 clusters Score -1687318 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1687374.625000 Penalty: 4794.803223
	Iteration 23Q: 3 clusters Score -1687375 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -1687401.500000 Penalty: 4794.803223
	Iteration 24Q: 3 clusters Score -1687402 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1687417.375000 Penalty: 4794.803223
	Iteration 25Q: 3 clusters Score -1687417 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1687431.875000 Penalty: 4794.803223
	Iteration 26Q: 3 clusters Score -1687432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1687441.250000 Penalty: 4794.803223
	Iteration 27Q: 3 clusters Score -1687441 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1687448.625000 Penalty: 4794.803223
	Iteration 28Q: 3 clusters Score -1687449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1687456.625000 Penalty: 4794.803223
	Iteration 29Q: 3 clusters Score -1687457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1687454.875000 Penalty: 4794.803223
	Iteration 30Q: 3 clusters Score -1687455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1687456.875000 Penalty: 4794.803223
	Iteration 31Q: 3 clusters Score -1687457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1687458.625000 Penalty: 4794.803223
	Iteration 32Q: 3 clusters Score -1687459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1687462.250000 Penalty: 4794.803223
	Iteration 33Q: 3 clusters Score -1687462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1687460.625000 Penalty: 4794.803223
	Iteration 34Q: 3 clusters Score -1687461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1687461.750000 Penalty: 4794.803223
	Iteration 35Q: 3 clusters Score -1687462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1687461.750000 Penalty: 4794.803223
	Iteration 36F: 3 clusters Score -1687462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 52480 members 
Mstep: Class 5 contains 22531 members 
Mstep: Class 6 contains 13465 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 5871 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 91623 members 
Mstep: Class 11 contains 13888 members 
Mstep: Class 12 contains 30356 members 
Mstep: Class 13 contains 9366 members 
Mstep: Class 14 contains 1666 members 
Mstep: Class 15 contains 17667 members 
Mstep: Class 16 contains 17129 members 
Mstep: Class 17 contains 4497 members 
Mstep: Class 18 contains 920 members 
Mstep: Class 19 contains 41695 members 
Mstep: Class 20 contains 10293 members 
Mstep: Class 21 contains 27195 members 
Mstep: Class 22 contains 8334 members 
Mstep: Class 23 contains 14265 members 
Mstep: Class 24 contains 14917 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9735 members 
Mstep: Class 28 contains 38383 members 
Mstep: Class 29 contains 7502 members 
Mstep: Class 30 contains 18905 members 
Mstep: Class 31 contains 19752 members 
Mstep: Class 32 contains 13131 members 
Mstep: Class 33 contains 7295 members 
Mstep: Class 34 contains 4159 members 
Mstep: Class 35 contains 15787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64716284.000000 Penalty: 149342.796875
Iteration 79Q: 46 clusters Score -6.471628e+07 nChanged 15356
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 53579 members 
Mstep: Class 5 contains 22830 members 
Mstep: Class 6 contains 13447 members 
Mstep: Class 7 contains 3792 members 
Mstep: Class 8 contains 5910 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 91766 members 
Mstep: Class 11 contains 13882 members 
Mstep: Class 12 contains 30580 members 
Mstep: Class 13 contains 9434 members 
Mstep: Class 14 contains 1693 members 
Mstep: Class 15 contains 17898 members 
Mstep: Class 16 contains 17169 members 
Mstep: Class 17 contains 4566 members 
Mstep: Class 18 contains 901 members 
Mstep: Class 19 contains 41812 members 
Mstep: Class 20 contains 10434 members 
Mstep: Class 21 contains 27152 members 
Mstep: Class 22 contains 8828 members 
Mstep: Class 23 contains 14387 members 
Mstep: Class 24 contains 14914 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 533 members 
Mstep: Class 27 contains 9727 members 
Mstep: Class 28 contains 37893 members 
Mstep: Class 29 contains 7606 members 
Mstep: Class 30 contains 18940 members 
Mstep: Class 31 contains 20406 members 
Mstep: Class 32 contains 13392 members 
Mstep: Class 33 contains 7238 members 
Mstep: Class 34 contains 4359 members 
Mstep: Class 35 contains 16015 members 
Mstep: Class 36 contains 27432 members 
Mstep: Class 37 contains 16456 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 13437 members 
Mstep: Class 40 contains 5858 members 
Mstep: Class 41 contains 11084 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 13740 members 
Mstep: Class 44 contains 8845 members 
Mstep: Class 45 contains 5443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64725116.000000 Penalty: 149342.796875
Iteration 80F: 46 clusters Score -6.472512e+07 nChanged 11498
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 53673 members 
Mstep: Class 5 contains 22614 members 
Mstep: Class 6 contains 13401 members 
Mstep: Class 7 contains 3716 members 
Mstep: Class 8 contains 5948 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 91067 members 
Mstep: Class 11 contains 13747 members 
Mstep: Class 12 contains 30699 members 
Mstep: Class 13 contains 9378 members 
Mstep: Class 14 contains 1744 members 
Mstep: Class 15 contains 17384 members 
Mstep: Class 16 contains 17039 members 
Mstep: Class 17 contains 4535 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 41766 members 
Mstep: Class 20 contains 10494 members 
Mstep: Class 21 contains 27132 members 
Mstep: Class 22 contains 9040 members 
Mstep: Class 23 contains 14633 members 
Mstep: Class 24 contains 14924 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 534 members 
Mstep: Class 27 contains 9710 members 
Mstep: Class 28 contains 36852 members 
Mstep: Class 29 contains 7524 members 
Mstep: Class 30 contains 18905 members 
Mstep: Class 31 contains 20083 members 
Mstep: Class 32 contains 13207 members 
Mstep: Class 33 contains 7109 members 
Mstep: Class 34 contains 4364 members 
Mstep: Class 35 contains 16027 members 
Mstep: Class 36 contains 27904 members 
Mstep: Class 37 contains 16701 members 
Mstep: Class 38 contains 1297 members 
Mstep: Class 39 contains 13239 members 
Mstep: Class 40 contains 6057 members 
Mstep: Class 41 contains 11913 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 14417 members 
Mstep: Class 44 contains 8866 members 
Mstep: Class 45 contains 5440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64728856.000000 Penalty: 149342.796875
Iteration 81Q: 46 clusters Score -6.472886e+07 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 53807 members 
Mstep: Class 5 contains 22498 members 
Mstep: Class 6 contains 13379 members 
Mstep: Class 7 contains 3654 members 
Mstep: Class 8 contains 5971 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90728 members 
Mstep: Class 11 contains 13626 members 
Mstep: Class 12 contains 30920 members 
Mstep: Class 13 contains 9342 members 
Mstep: Class 14 contains 1807 members 
Mstep: Class 15 contains 16987 members 
Mstep: Class 16 contains 17014 members 
Mstep: Class 17 contains 4534 members 
Mstep: Class 18 contains 911 members 
Mstep: Class 19 contains 41789 members 
Mstep: Class 20 contains 10560 members 
Mstep: Class 21 contains 27154 members 
Mstep: Class 22 contains 9193 members 
Mstep: Class 23 contains 14903 members 
Mstep: Class 24 contains 14928 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9682 members 
Mstep: Class 28 contains 36052 members 
Mstep: Class 29 contains 7469 members 
Mstep: Class 30 contains 18869 members 
Mstep: Class 31 contains 19824 members 
Mstep: Class 32 contains 13062 members 
Mstep: Class 33 contains 7030 members 
Mstep: Class 34 contains 4348 members 
Mstep: Class 35 contains 16065 members 
Mstep: Class 36 contains 28037 members 
Mstep: Class 37 contains 16840 members 
Mstep: Class 38 contains 1652 members 
Mstep: Class 39 contains 13068 members 
Mstep: Class 40 contains 6139 members 
Mstep: Class 41 contains 12540 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 14815 members 
Mstep: Class 44 contains 8829 members 
Mstep: Class 45 contains 5425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64731048.000000 Penalty: 149342.796875
Iteration 82Q: 46 clusters Score -6.473105e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 53950 members 
Mstep: Class 5 contains 22422 members 
Mstep: Class 6 contains 13343 members 
Mstep: Class 7 contains 3597 members 
Mstep: Class 8 contains 5981 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90560 members 
Mstep: Class 11 contains 13478 members 
Mstep: Class 12 contains 31097 members 
Mstep: Class 13 contains 9309 members 
Mstep: Class 14 contains 1871 members 
Mstep: Class 15 contains 16609 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 4547 members 
Mstep: Class 18 contains 912 members 
Mstep: Class 19 contains 41839 members 
Mstep: Class 20 contains 10625 members 
Mstep: Class 21 contains 27185 members 
Mstep: Class 22 contains 9338 members 
Mstep: Class 23 contains 15165 members 
Mstep: Class 24 contains 14943 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9663 members 
Mstep: Class 28 contains 35359 members 
Mstep: Class 29 contains 7431 members 
Mstep: Class 30 contains 18888 members 
Mstep: Class 31 contains 19631 members 
Mstep: Class 32 contains 12934 members 
Mstep: Class 33 contains 6955 members 
Mstep: Class 34 contains 4336 members 
Mstep: Class 35 contains 16106 members 
Mstep: Class 36 contains 28132 members 
Mstep: Class 37 contains 16929 members 
Mstep: Class 38 contains 1841 members 
Mstep: Class 39 contains 12940 members 
Mstep: Class 40 contains 6192 members 
Mstep: Class 41 contains 13033 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 15116 members 
Mstep: Class 44 contains 8771 members 
Mstep: Class 45 contains 5425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64732024.000000 Penalty: 149342.796875
Iteration 83Q: 46 clusters Score -6.473202e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 54057 members 
Mstep: Class 5 contains 22366 members 
Mstep: Class 6 contains 13347 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 5995 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90475 members 
Mstep: Class 11 contains 13341 members 
Mstep: Class 12 contains 31246 members 
Mstep: Class 13 contains 9312 members 
Mstep: Class 14 contains 1940 members 
Mstep: Class 15 contains 16258 members 
Mstep: Class 16 contains 16970 members 
Mstep: Class 17 contains 4558 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 41912 members 
Mstep: Class 20 contains 10681 members 
Mstep: Class 21 contains 27214 members 
Mstep: Class 22 contains 9449 members 
Mstep: Class 23 contains 15398 members 
Mstep: Class 24 contains 14962 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9646 members 
Mstep: Class 28 contains 34799 members 
Mstep: Class 29 contains 7400 members 
Mstep: Class 30 contains 18889 members 
Mstep: Class 31 contains 19469 members 
Mstep: Class 32 contains 12820 members 
Mstep: Class 33 contains 6894 members 
Mstep: Class 34 contains 4320 members 
Mstep: Class 35 contains 16133 members 
Mstep: Class 36 contains 28176 members 
Mstep: Class 37 contains 16999 members 
Mstep: Class 38 contains 1943 members 
Mstep: Class 39 contains 12841 members 
Mstep: Class 40 contains 6230 members 
Mstep: Class 41 contains 13469 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 15348 members 
Mstep: Class 44 contains 8723 members 
Mstep: Class 45 contains 5419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64732912.000000 Penalty: 149342.796875
Iteration 84Q: 46 clusters Score -6.473291e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 54126 members 
Mstep: Class 5 contains 22327 members 
Mstep: Class 6 contains 13337 members 
Mstep: Class 7 contains 3501 members 
Mstep: Class 8 contains 6007 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90450 members 
Mstep: Class 11 contains 13200 members 
Mstep: Class 12 contains 31360 members 
Mstep: Class 13 contains 9322 members 
Mstep: Class 14 contains 2031 members 
Mstep: Class 15 contains 15953 members 
Mstep: Class 16 contains 16943 members 
Mstep: Class 17 contains 4571 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 42003 members 
Mstep: Class 20 contains 10726 members 
Mstep: Class 21 contains 27220 members 
Mstep: Class 22 contains 9508 members 
Mstep: Class 23 contains 15651 members 
Mstep: Class 24 contains 14986 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9614 members 
Mstep: Class 28 contains 34309 members 
Mstep: Class 29 contains 7353 members 
Mstep: Class 30 contains 18891 members 
Mstep: Class 31 contains 19330 members 
Mstep: Class 32 contains 12724 members 
Mstep: Class 33 contains 6838 members 
Mstep: Class 34 contains 4312 members 
Mstep: Class 35 contains 16164 members 
Mstep: Class 36 contains 28228 members 
Mstep: Class 37 contains 17052 members 
Mstep: Class 38 contains 2001 members 
Mstep: Class 39 contains 12771 members 
Mstep: Class 40 contains 6270 members 
Mstep: Class 41 contains 13845 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 15522 members 
Mstep: Class 44 contains 8682 members 
Mstep: Class 45 contains 5410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64733368.000000 Penalty: 149342.796875
Iteration 85Q: 46 clusters Score -6.473337e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 54180 members 
Mstep: Class 5 contains 22306 members 
Mstep: Class 6 contains 13335 members 
Mstep: Class 7 contains 3461 members 
Mstep: Class 8 contains 6020 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90439 members 
Mstep: Class 11 contains 13046 members 
Mstep: Class 12 contains 31444 members 
Mstep: Class 13 contains 9333 members 
Mstep: Class 14 contains 2104 members 
Mstep: Class 15 contains 15634 members 
Mstep: Class 16 contains 16922 members 
Mstep: Class 17 contains 4582 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 42076 members 
Mstep: Class 20 contains 10754 members 
Mstep: Class 21 contains 27227 members 
Mstep: Class 22 contains 9556 members 
Mstep: Class 23 contains 15940 members 
Mstep: Class 24 contains 15019 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9600 members 
Mstep: Class 28 contains 33891 members 
Mstep: Class 29 contains 7309 members 
Mstep: Class 30 contains 18885 members 
Mstep: Class 31 contains 19210 members 
Mstep: Class 32 contains 12621 members 
Mstep: Class 33 contains 6802 members 
Mstep: Class 34 contains 4315 members 
Mstep: Class 35 contains 16192 members 
Mstep: Class 36 contains 28297 members 
Mstep: Class 37 contains 17102 members 
Mstep: Class 38 contains 2035 members 
Mstep: Class 39 contains 12717 members 
Mstep: Class 40 contains 6304 members 
Mstep: Class 41 contains 14173 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 15679 members 
Mstep: Class 44 contains 8626 members 
Mstep: Class 45 contains 5402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64733664.000000 Penalty: 149342.796875
Iteration 86Q: 46 clusters Score -6.473366e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 54254 members 
Mstep: Class 5 contains 22279 members 
Mstep: Class 6 contains 13319 members 
Mstep: Class 7 contains 3439 members 
Mstep: Class 8 contains 6036 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90430 members 
Mstep: Class 11 contains 12877 members 
Mstep: Class 12 contains 31522 members 
Mstep: Class 13 contains 9345 members 
Mstep: Class 14 contains 2179 members 
Mstep: Class 15 contains 15317 members 
Mstep: Class 16 contains 16894 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 42135 members 
Mstep: Class 20 contains 10771 members 
Mstep: Class 21 contains 27242 members 
Mstep: Class 22 contains 9588 members 
Mstep: Class 23 contains 16274 members 
Mstep: Class 24 contains 15031 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9598 members 
Mstep: Class 28 contains 33535 members 
Mstep: Class 29 contains 7269 members 
Mstep: Class 30 contains 18872 members 
Mstep: Class 31 contains 19121 members 
Mstep: Class 32 contains 12525 members 
Mstep: Class 33 contains 6764 members 
Mstep: Class 34 contains 4317 members 
Mstep: Class 35 contains 16211 members 
Mstep: Class 36 contains 28355 members 
Mstep: Class 37 contains 17155 members 
Mstep: Class 38 contains 2058 members 
Mstep: Class 39 contains 12672 members 
Mstep: Class 40 contains 6333 members 
Mstep: Class 41 contains 14485 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 15803 members 
Mstep: Class 44 contains 8544 members 
Mstep: Class 45 contains 5398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64733860.000000 Penalty: 149342.796875
Iteration 87Q: 46 clusters Score -6.473386e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 54363 members 
Mstep: Class 5 contains 22271 members 
Mstep: Class 6 contains 13294 members 
Mstep: Class 7 contains 3412 members 
Mstep: Class 8 contains 6049 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90421 members 
Mstep: Class 11 contains 12678 members 
Mstep: Class 12 contains 31567 members 
Mstep: Class 13 contains 9362 members 
Mstep: Class 14 contains 2236 members 
Mstep: Class 15 contains 15012 members 
Mstep: Class 16 contains 16853 members 
Mstep: Class 17 contains 4600 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 42184 members 
Mstep: Class 20 contains 10778 members 
Mstep: Class 21 contains 27259 members 
Mstep: Class 22 contains 9611 members 
Mstep: Class 23 contains 16641 members 
Mstep: Class 24 contains 15063 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9594 members 
Mstep: Class 28 contains 33222 members 
Mstep: Class 29 contains 7232 members 
Mstep: Class 30 contains 18844 members 
Mstep: Class 31 contains 19037 members 
Mstep: Class 32 contains 12431 members 
Mstep: Class 33 contains 6740 members 
Mstep: Class 34 contains 4320 members 
Mstep: Class 35 contains 16230 members 
Mstep: Class 36 contains 28392 members 
Mstep: Class 37 contains 17212 members 
Mstep: Class 38 contains 2072 members 
Mstep: Class 39 contains 12637 members 
Mstep: Class 40 contains 6357 members 
Mstep: Class 41 contains 14766 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 15908 members 
Mstep: Class 44 contains 8496 members 
Mstep: Class 45 contains 5394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64734140.000000 Penalty: 149342.796875
Iteration 88Q: 46 clusters Score -6.473414e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 54448 members 
Mstep: Class 5 contains 22251 members 
Mstep: Class 6 contains 13275 members 
Mstep: Class 7 contains 3375 members 
Mstep: Class 8 contains 6064 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90412 members 
Mstep: Class 11 contains 12471 members 
Mstep: Class 12 contains 31608 members 
Mstep: Class 13 contains 9359 members 
Mstep: Class 14 contains 2289 members 
Mstep: Class 15 contains 14734 members 
Mstep: Class 16 contains 16832 members 
Mstep: Class 17 contains 4607 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 42232 members 
Mstep: Class 20 contains 10783 members 
Mstep: Class 21 contains 27274 members 
Mstep: Class 22 contains 9633 members 
Mstep: Class 23 contains 16940 members 
Mstep: Class 24 contains 15090 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9587 members 
Mstep: Class 28 contains 32942 members 
Mstep: Class 29 contains 7194 members 
Mstep: Class 30 contains 18835 members 
Mstep: Class 31 contains 18956 members 
Mstep: Class 32 contains 12344 members 
Mstep: Class 33 contains 6718 members 
Mstep: Class 34 contains 4328 members 
Mstep: Class 35 contains 16248 members 
Mstep: Class 36 contains 28438 members 
Mstep: Class 37 contains 17270 members 
Mstep: Class 38 contains 2086 members 
Mstep: Class 39 contains 12619 members 
Mstep: Class 40 contains 6383 members 
Mstep: Class 41 contains 15048 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16007 members 
Mstep: Class 44 contains 8467 members 
Mstep: Class 45 contains 5391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64734368.000000 Penalty: 149342.796875
Iteration 89Q: 46 clusters Score -6.473437e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 54531 members 
Mstep: Class 5 contains 22228 members 
Mstep: Class 6 contains 13254 members 
Mstep: Class 7 contains 3342 members 
Mstep: Class 8 contains 6077 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90415 members 
Mstep: Class 11 contains 12245 members 
Mstep: Class 12 contains 31649 members 
Mstep: Class 13 contains 9352 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 14518 members 
Mstep: Class 16 contains 16816 members 
Mstep: Class 17 contains 4618 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 42267 members 
Mstep: Class 20 contains 10784 members 
Mstep: Class 21 contains 27290 members 
Mstep: Class 22 contains 9649 members 
Mstep: Class 23 contains 17258 members 
Mstep: Class 24 contains 15122 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9584 members 
Mstep: Class 28 contains 32708 members 
Mstep: Class 29 contains 7164 members 
Mstep: Class 30 contains 18816 members 
Mstep: Class 31 contains 18885 members 
Mstep: Class 32 contains 12264 members 
Mstep: Class 33 contains 6696 members 
Mstep: Class 34 contains 4334 members 
Mstep: Class 35 contains 16257 members 
Mstep: Class 36 contains 28470 members 
Mstep: Class 37 contains 17328 members 
Mstep: Class 38 contains 2088 members 
Mstep: Class 39 contains 12601 members 
Mstep: Class 40 contains 6401 members 
Mstep: Class 41 contains 15282 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16096 members 
Mstep: Class 44 contains 8422 members 
Mstep: Class 45 contains 5391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64734504.000000 Penalty: 149342.796875
Iteration 90Q: 46 clusters Score -6.47345e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 54600 members 
Mstep: Class 5 contains 22211 members 
Mstep: Class 6 contains 13246 members 
Mstep: Class 7 contains 3316 members 
Mstep: Class 8 contains 6083 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90410 members 
Mstep: Class 11 contains 12013 members 
Mstep: Class 12 contains 31686 members 
Mstep: Class 13 contains 9344 members 
Mstep: Class 14 contains 2387 members 
Mstep: Class 15 contains 14333 members 
Mstep: Class 16 contains 16803 members 
Mstep: Class 17 contains 4627 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 42283 members 
Mstep: Class 20 contains 10790 members 
Mstep: Class 21 contains 27289 members 
Mstep: Class 22 contains 9659 members 
Mstep: Class 23 contains 17599 members 
Mstep: Class 24 contains 15146 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9593 members 
Mstep: Class 28 contains 32511 members 
Mstep: Class 29 contains 7125 members 
Mstep: Class 30 contains 18801 members 
Mstep: Class 31 contains 18834 members 
Mstep: Class 32 contains 12191 members 
Mstep: Class 33 contains 6683 members 
Mstep: Class 34 contains 4337 members 
Mstep: Class 35 contains 16266 members 
Mstep: Class 36 contains 28478 members 
Mstep: Class 37 contains 17390 members 
Mstep: Class 38 contains 2089 members 
Mstep: Class 39 contains 12577 members 
Mstep: Class 40 contains 6420 members 
Mstep: Class 41 contains 15473 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16182 members 
Mstep: Class 44 contains 8375 members 
Mstep: Class 45 contains 5388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64734920.000000 Penalty: 149342.796875
Iteration 91Q: 46 clusters Score -6.473492e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 54638 members 
Mstep: Class 5 contains 22192 members 
Mstep: Class 6 contains 13234 members 
Mstep: Class 7 contains 3291 members 
Mstep: Class 8 contains 6086 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90405 members 
Mstep: Class 11 contains 11801 members 
Mstep: Class 12 contains 31733 members 
Mstep: Class 13 contains 9328 members 
Mstep: Class 14 contains 2440 members 
Mstep: Class 15 contains 14190 members 
Mstep: Class 16 contains 16790 members 
Mstep: Class 17 contains 4639 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 42300 members 
Mstep: Class 20 contains 10798 members 
Mstep: Class 21 contains 27295 members 
Mstep: Class 22 contains 9670 members 
Mstep: Class 23 contains 17956 members 
Mstep: Class 24 contains 15157 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9588 members 
Mstep: Class 28 contains 32329 members 
Mstep: Class 29 contains 7081 members 
Mstep: Class 30 contains 18770 members 
Mstep: Class 31 contains 18784 members 
Mstep: Class 32 contains 12107 members 
Mstep: Class 33 contains 6670 members 
Mstep: Class 34 contains 4338 members 
Mstep: Class 35 contains 16278 members 
Mstep: Class 36 contains 28505 members 
Mstep: Class 37 contains 17456 members 
Mstep: Class 38 contains 2089 members 
Mstep: Class 39 contains 12549 members 
Mstep: Class 40 contains 6442 members 
Mstep: Class 41 contains 15617 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16267 members 
Mstep: Class 44 contains 8337 members 
Mstep: Class 45 contains 5388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64735200.000000 Penalty: 149342.796875
Iteration 92Q: 46 clusters Score -6.47352e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 54679 members 
Mstep: Class 5 contains 22179 members 
Mstep: Class 6 contains 13217 members 
Mstep: Class 7 contains 3273 members 
Mstep: Class 8 contains 6087 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90398 members 
Mstep: Class 11 contains 11599 members 
Mstep: Class 12 contains 31772 members 
Mstep: Class 13 contains 9332 members 
Mstep: Class 14 contains 2488 members 
Mstep: Class 15 contains 14039 members 
Mstep: Class 16 contains 16777 members 
Mstep: Class 17 contains 4649 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 42301 members 
Mstep: Class 20 contains 10806 members 
Mstep: Class 21 contains 27302 members 
Mstep: Class 22 contains 9674 members 
Mstep: Class 23 contains 18310 members 
Mstep: Class 24 contains 15188 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9593 members 
Mstep: Class 28 contains 32184 members 
Mstep: Class 29 contains 7051 members 
Mstep: Class 30 contains 18714 members 
Mstep: Class 31 contains 18741 members 
Mstep: Class 32 contains 12034 members 
Mstep: Class 33 contains 6659 members 
Mstep: Class 34 contains 4341 members 
Mstep: Class 35 contains 16284 members 
Mstep: Class 36 contains 28526 members 
Mstep: Class 37 contains 17536 members 
Mstep: Class 38 contains 2089 members 
Mstep: Class 39 contains 12527 members 
Mstep: Class 40 contains 6456 members 
Mstep: Class 41 contains 15721 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16336 members 
Mstep: Class 44 contains 8291 members 
Mstep: Class 45 contains 5385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64735496.000000 Penalty: 149342.796875
Iteration 93Q: 46 clusters Score -6.47355e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 54725 members 
Mstep: Class 5 contains 22159 members 
Mstep: Class 6 contains 13199 members 
Mstep: Class 7 contains 3260 members 
Mstep: Class 8 contains 6089 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90400 members 
Mstep: Class 11 contains 11392 members 
Mstep: Class 12 contains 31812 members 
Mstep: Class 13 contains 9318 members 
Mstep: Class 14 contains 2532 members 
Mstep: Class 15 contains 13911 members 
Mstep: Class 16 contains 16761 members 
Mstep: Class 17 contains 4656 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 42271 members 
Mstep: Class 20 contains 10814 members 
Mstep: Class 21 contains 27316 members 
Mstep: Class 22 contains 9699 members 
Mstep: Class 23 contains 18631 members 
Mstep: Class 24 contains 15222 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9595 members 
Mstep: Class 28 contains 32048 members 
Mstep: Class 29 contains 7023 members 
Mstep: Class 30 contains 18691 members 
Mstep: Class 31 contains 18692 members 
Mstep: Class 32 contains 11973 members 
Mstep: Class 33 contains 6649 members 
Mstep: Class 34 contains 4346 members 
Mstep: Class 35 contains 16279 members 
Mstep: Class 36 contains 28545 members 
Mstep: Class 37 contains 17625 members 
Mstep: Class 38 contains 2089 members 
Mstep: Class 39 contains 12506 members 
Mstep: Class 40 contains 6457 members 
Mstep: Class 41 contains 15832 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16401 members 
Mstep: Class 44 contains 8237 members 
Mstep: Class 45 contains 5383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64735752.000000 Penalty: 149342.796875
Iteration 94Q: 46 clusters Score -6.473575e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 54767 members 
Mstep: Class 5 contains 22149 members 
Mstep: Class 6 contains 13185 members 
Mstep: Class 7 contains 3257 members 
Mstep: Class 8 contains 6102 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90398 members 
Mstep: Class 11 contains 11199 members 
Mstep: Class 12 contains 31844 members 
Mstep: Class 13 contains 9308 members 
Mstep: Class 14 contains 2567 members 
Mstep: Class 15 contains 13810 members 
Mstep: Class 16 contains 16751 members 
Mstep: Class 17 contains 4658 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 42265 members 
Mstep: Class 20 contains 10818 members 
Mstep: Class 21 contains 27328 members 
Mstep: Class 22 contains 9726 members 
Mstep: Class 23 contains 18965 members 
Mstep: Class 24 contains 15205 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9598 members 
Mstep: Class 28 contains 31926 members 
Mstep: Class 29 contains 7001 members 
Mstep: Class 30 contains 18649 members 
Mstep: Class 31 contains 18645 members 
Mstep: Class 32 contains 11901 members 
Mstep: Class 33 contains 6630 members 
Mstep: Class 34 contains 4348 members 
Mstep: Class 35 contains 16273 members 
Mstep: Class 36 contains 28556 members 
Mstep: Class 37 contains 17700 members 
Mstep: Class 38 contains 2090 members 
Mstep: Class 39 contains 12487 members 
Mstep: Class 40 contains 6461 members 
Mstep: Class 41 contains 15925 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16456 members 
Mstep: Class 44 contains 8207 members 
Mstep: Class 45 contains 5383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736024.000000 Penalty: 149342.796875
Iteration 95Q: 46 clusters Score -6.473602e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 54807 members 
Mstep: Class 5 contains 22138 members 
Mstep: Class 6 contains 13170 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 6115 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90389 members 
Mstep: Class 11 contains 11010 members 
Mstep: Class 12 contains 31858 members 
Mstep: Class 13 contains 9306 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 13679 members 
Mstep: Class 16 contains 16740 members 
Mstep: Class 17 contains 4661 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 42255 members 
Mstep: Class 20 contains 10819 members 
Mstep: Class 21 contains 27336 members 
Mstep: Class 22 contains 9758 members 
Mstep: Class 23 contains 19322 members 
Mstep: Class 24 contains 15211 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9602 members 
Mstep: Class 28 contains 31806 members 
Mstep: Class 29 contains 6974 members 
Mstep: Class 30 contains 18597 members 
Mstep: Class 31 contains 18588 members 
Mstep: Class 32 contains 11844 members 
Mstep: Class 33 contains 6621 members 
Mstep: Class 34 contains 4349 members 
Mstep: Class 35 contains 16282 members 
Mstep: Class 36 contains 28580 members 
Mstep: Class 37 contains 17764 members 
Mstep: Class 38 contains 2091 members 
Mstep: Class 39 contains 12473 members 
Mstep: Class 40 contains 6463 members 
Mstep: Class 41 contains 15994 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16513 members 
Mstep: Class 44 contains 8198 members 
Mstep: Class 45 contains 5383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736200.000000 Penalty: 149342.796875
Iteration 96Q: 46 clusters Score -6.47362e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 54852 members 
Mstep: Class 5 contains 22128 members 
Mstep: Class 6 contains 13154 members 
Mstep: Class 7 contains 3241 members 
Mstep: Class 8 contains 6132 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90385 members 
Mstep: Class 11 contains 10785 members 
Mstep: Class 12 contains 31874 members 
Mstep: Class 13 contains 9294 members 
Mstep: Class 14 contains 2614 members 
Mstep: Class 15 contains 13566 members 
Mstep: Class 16 contains 16743 members 
Mstep: Class 17 contains 4664 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 42244 members 
Mstep: Class 20 contains 10826 members 
Mstep: Class 21 contains 27342 members 
Mstep: Class 22 contains 9762 members 
Mstep: Class 23 contains 19724 members 
Mstep: Class 24 contains 15203 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9601 members 
Mstep: Class 28 contains 31699 members 
Mstep: Class 29 contains 6966 members 
Mstep: Class 30 contains 18538 members 
Mstep: Class 31 contains 18547 members 
Mstep: Class 32 contains 11771 members 
Mstep: Class 33 contains 6611 members 
Mstep: Class 34 contains 4353 members 
Mstep: Class 35 contains 16291 members 
Mstep: Class 36 contains 28605 members 
Mstep: Class 37 contains 17829 members 
Mstep: Class 38 contains 2091 members 
Mstep: Class 39 contains 12451 members 
Mstep: Class 40 contains 6465 members 
Mstep: Class 41 contains 16070 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16555 members 
Mstep: Class 44 contains 8179 members 
Mstep: Class 45 contains 5383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736532.000000 Penalty: 149342.796875
Iteration 97Q: 46 clusters Score -6.473653e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 54906 members 
Mstep: Class 5 contains 22111 members 
Mstep: Class 6 contains 13138 members 
Mstep: Class 7 contains 3226 members 
Mstep: Class 8 contains 6143 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90384 members 
Mstep: Class 11 contains 10562 members 
Mstep: Class 12 contains 31902 members 
Mstep: Class 13 contains 9282 members 
Mstep: Class 14 contains 2645 members 
Mstep: Class 15 contains 13476 members 
Mstep: Class 16 contains 16752 members 
Mstep: Class 17 contains 4665 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 42241 members 
Mstep: Class 20 contains 10833 members 
Mstep: Class 21 contains 27343 members 
Mstep: Class 22 contains 9765 members 
Mstep: Class 23 contains 20076 members 
Mstep: Class 24 contains 15206 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9601 members 
Mstep: Class 28 contains 31599 members 
Mstep: Class 29 contains 6945 members 
Mstep: Class 30 contains 18496 members 
Mstep: Class 31 contains 18520 members 
Mstep: Class 32 contains 11689 members 
Mstep: Class 33 contains 6602 members 
Mstep: Class 34 contains 4356 members 
Mstep: Class 35 contains 16291 members 
Mstep: Class 36 contains 28620 members 
Mstep: Class 37 contains 17892 members 
Mstep: Class 38 contains 2091 members 
Mstep: Class 39 contains 12436 members 
Mstep: Class 40 contains 6468 members 
Mstep: Class 41 contains 16132 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16589 members 
Mstep: Class 44 contains 8173 members 
Mstep: Class 45 contains 5382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736624.000000 Penalty: 149342.796875
Iteration 98Q: 46 clusters Score -6.473662e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 54976 members 
Mstep: Class 5 contains 22094 members 
Mstep: Class 6 contains 13124 members 
Mstep: Class 7 contains 3209 members 
Mstep: Class 8 contains 6144 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90377 members 
Mstep: Class 11 contains 10364 members 
Mstep: Class 12 contains 31917 members 
Mstep: Class 13 contains 9273 members 
Mstep: Class 14 contains 2685 members 
Mstep: Class 15 contains 13363 members 
Mstep: Class 16 contains 16760 members 
Mstep: Class 17 contains 4665 members 
Mstep: Class 18 contains 914 members 
Mstep: Class 19 contains 42229 members 
Mstep: Class 20 contains 10837 members 
Mstep: Class 21 contains 27356 members 
Mstep: Class 22 contains 9756 members 
Mstep: Class 23 contains 20399 members 
Mstep: Class 24 contains 15224 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9600 members 
Mstep: Class 28 contains 31506 members 
Mstep: Class 29 contains 6916 members 
Mstep: Class 30 contains 18441 members 
Mstep: Class 31 contains 18482 members 
Mstep: Class 32 contains 11637 members 
Mstep: Class 33 contains 6595 members 
Mstep: Class 34 contains 4361 members 
Mstep: Class 35 contains 16289 members 
Mstep: Class 36 contains 28649 members 
Mstep: Class 37 contains 17954 members 
Mstep: Class 38 contains 2091 members 
Mstep: Class 39 contains 12419 members 
Mstep: Class 40 contains 6470 members 
Mstep: Class 41 contains 16208 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16625 members 
Mstep: Class 44 contains 8158 members 
Mstep: Class 45 contains 5384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736612.000000 Penalty: 149342.796875
Iteration 99Q: 46 clusters Score -6.473661e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 55032 members 
Mstep: Class 5 contains 22077 members 
Mstep: Class 6 contains 13113 members 
Mstep: Class 7 contains 3200 members 
Mstep: Class 8 contains 6143 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90380 members 
Mstep: Class 11 contains 10155 members 
Mstep: Class 12 contains 31919 members 
Mstep: Class 13 contains 9263 members 
Mstep: Class 14 contains 2714 members 
Mstep: Class 15 contains 13260 members 
Mstep: Class 16 contains 16779 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 914 members 
Mstep: Class 19 contains 42213 members 
Mstep: Class 20 contains 10836 members 
Mstep: Class 21 contains 27367 members 
Mstep: Class 22 contains 9757 members 
Mstep: Class 23 contains 20738 members 
Mstep: Class 24 contains 15244 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9598 members 
Mstep: Class 28 contains 31415 members 
Mstep: Class 29 contains 6895 members 
Mstep: Class 30 contains 18374 members 
Mstep: Class 31 contains 18439 members 
Mstep: Class 32 contains 11590 members 
Mstep: Class 33 contains 6582 members 
Mstep: Class 34 contains 4362 members 
Mstep: Class 35 contains 16294 members 
Mstep: Class 36 contains 28672 members 
Mstep: Class 37 contains 18011 members 
Mstep: Class 38 contains 2091 members 
Mstep: Class 39 contains 12410 members 
Mstep: Class 40 contains 6476 members 
Mstep: Class 41 contains 16278 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16654 members 
Mstep: Class 44 contains 8150 members 
Mstep: Class 45 contains 5386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736796.000000 Penalty: 149342.796875
Iteration 100F: 46 clusters Score -6.47368e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 55083 members 
Mstep: Class 5 contains 22060 members 
Mstep: Class 6 contains 13101 members 
Mstep: Class 7 contains 3193 members 
Mstep: Class 8 contains 6147 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90375 members 
Mstep: Class 11 contains 9941 members 
Mstep: Class 12 contains 31927 members 
Mstep: Class 13 contains 9245 members 
Mstep: Class 14 contains 2736 members 
Mstep: Class 15 contains 13127 members 
Mstep: Class 16 contains 16795 members 
Mstep: Class 17 contains 4675 members 
Mstep: Class 18 contains 914 members 
Mstep: Class 19 contains 42208 members 
Mstep: Class 20 contains 10839 members 
Mstep: Class 21 contains 27368 members 
Mstep: Class 22 contains 9765 members 
Mstep: Class 23 contains 21041 members 
Mstep: Class 24 contains 15281 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9599 members 
Mstep: Class 28 contains 31333 members 
Mstep: Class 29 contains 6875 members 
Mstep: Class 30 contains 18309 members 
Mstep: Class 31 contains 18406 members 
Mstep: Class 32 contains 11544 members 
Mstep: Class 33 contains 6568 members 
Mstep: Class 34 contains 4383 members 
Mstep: Class 35 contains 16296 members 
Mstep: Class 36 contains 28705 members 
Mstep: Class 37 contains 18066 members 
Mstep: Class 38 contains 2094 members 
Mstep: Class 39 contains 12402 members 
Mstep: Class 40 contains 6481 members 
Mstep: Class 41 contains 16379 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16679 members 
Mstep: Class 44 contains 8124 members 
Mstep: Class 45 contains 5387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737012.000000 Penalty: 149342.796875
Iteration 101Q: 46 clusters Score -6.473701e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 55125 members 
Mstep: Class 5 contains 22045 members 
Mstep: Class 6 contains 13082 members 
Mstep: Class 7 contains 3181 members 
Mstep: Class 8 contains 6154 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90367 members 
Mstep: Class 11 contains 9726 members 
Mstep: Class 12 contains 31931 members 
Mstep: Class 13 contains 9228 members 
Mstep: Class 14 contains 2771 members 
Mstep: Class 15 contains 12999 members 
Mstep: Class 16 contains 16813 members 
Mstep: Class 17 contains 4685 members 
Mstep: Class 18 contains 914 members 
Mstep: Class 19 contains 42196 members 
Mstep: Class 20 contains 10839 members 
Mstep: Class 21 contains 27377 members 
Mstep: Class 22 contains 9784 members 
Mstep: Class 23 contains 21337 members 
Mstep: Class 24 contains 15302 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9597 members 
Mstep: Class 28 contains 31249 members 
Mstep: Class 29 contains 6867 members 
Mstep: Class 30 contains 18247 members 
Mstep: Class 31 contains 18363 members 
Mstep: Class 32 contains 11502 members 
Mstep: Class 33 contains 6562 members 
Mstep: Class 34 contains 4406 members 
Mstep: Class 35 contains 16302 members 
Mstep: Class 36 contains 28731 members 
Mstep: Class 37 contains 18131 members 
Mstep: Class 38 contains 2099 members 
Mstep: Class 39 contains 12396 members 
Mstep: Class 40 contains 6484 members 
Mstep: Class 41 contains 16480 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16706 members 
Mstep: Class 44 contains 8083 members 
Mstep: Class 45 contains 5390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737212.000000 Penalty: 149342.796875
Iteration 102Q: 46 clusters Score -6.473721e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 55154 members 
Mstep: Class 5 contains 22032 members 
Mstep: Class 6 contains 13070 members 
Mstep: Class 7 contains 3175 members 
Mstep: Class 8 contains 6161 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90356 members 
Mstep: Class 11 contains 9510 members 
Mstep: Class 12 contains 31943 members 
Mstep: Class 13 contains 9220 members 
Mstep: Class 14 contains 2801 members 
Mstep: Class 15 contains 12880 members 
Mstep: Class 16 contains 16821 members 
Mstep: Class 17 contains 4686 members 
Mstep: Class 18 contains 914 members 
Mstep: Class 19 contains 42196 members 
Mstep: Class 20 contains 10841 members 
Mstep: Class 21 contains 27379 members 
Mstep: Class 22 contains 9789 members 
Mstep: Class 23 contains 21657 members 
Mstep: Class 24 contains 15327 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9592 members 
Mstep: Class 28 contains 31165 members 
Mstep: Class 29 contains 6850 members 
Mstep: Class 30 contains 18182 members 
Mstep: Class 31 contains 18338 members 
Mstep: Class 32 contains 11470 members 
Mstep: Class 33 contains 6553 members 
Mstep: Class 34 contains 4424 members 
Mstep: Class 35 contains 16296 members 
Mstep: Class 36 contains 28747 members 
Mstep: Class 37 contains 18184 members 
Mstep: Class 38 contains 2108 members 
Mstep: Class 39 contains 12386 members 
Mstep: Class 40 contains 6488 members 
Mstep: Class 41 contains 16565 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16748 members 
Mstep: Class 44 contains 8053 members 
Mstep: Class 45 contains 5390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737200.000000 Penalty: 149342.796875
Iteration 103Q: 46 clusters Score -6.47372e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 55168 members 
Mstep: Class 5 contains 22017 members 
Mstep: Class 6 contains 13056 members 
Mstep: Class 7 contains 3166 members 
Mstep: Class 8 contains 6167 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90344 members 
Mstep: Class 11 contains 9327 members 
Mstep: Class 12 contains 31957 members 
Mstep: Class 13 contains 9200 members 
Mstep: Class 14 contains 2827 members 
Mstep: Class 15 contains 12803 members 
Mstep: Class 16 contains 16833 members 
Mstep: Class 17 contains 4691 members 
Mstep: Class 18 contains 914 members 
Mstep: Class 19 contains 42187 members 
Mstep: Class 20 contains 10839 members 
Mstep: Class 21 contains 27389 members 
Mstep: Class 22 contains 9788 members 
Mstep: Class 23 contains 21950 members 
Mstep: Class 24 contains 15332 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9590 members 
Mstep: Class 28 contains 31101 members 
Mstep: Class 29 contains 6838 members 
Mstep: Class 30 contains 18142 members 
Mstep: Class 31 contains 18313 members 
Mstep: Class 32 contains 11447 members 
Mstep: Class 33 contains 6547 members 
Mstep: Class 34 contains 4438 members 
Mstep: Class 35 contains 16288 members 
Mstep: Class 36 contains 28758 members 
Mstep: Class 37 contains 18239 members 
Mstep: Class 38 contains 2119 members 
Mstep: Class 39 contains 12385 members 
Mstep: Class 40 contains 6489 members 
Mstep: Class 41 contains 16617 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16770 members 
Mstep: Class 44 contains 8025 members 
Mstep: Class 45 contains 5390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737260.000000 Penalty: 149342.796875
Iteration 104Q: 46 clusters Score -6.473726e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 55169 members 
Mstep: Class 5 contains 22002 members 
Mstep: Class 6 contains 13050 members 
Mstep: Class 7 contains 3149 members 
Mstep: Class 8 contains 6156 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90338 members 
Mstep: Class 11 contains 9176 members 
Mstep: Class 12 contains 31972 members 
Mstep: Class 13 contains 9194 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 12708 members 
Mstep: Class 16 contains 16846 members 
Mstep: Class 17 contains 4694 members 
Mstep: Class 18 contains 914 members 
Mstep: Class 19 contains 42175 members 
Mstep: Class 20 contains 10839 members 
Mstep: Class 21 contains 27395 members 
Mstep: Class 22 contains 9810 members 
Mstep: Class 23 contains 22218 members 
Mstep: Class 24 contains 15333 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9587 members 
Mstep: Class 28 contains 31048 members 
Mstep: Class 29 contains 6834 members 
Mstep: Class 30 contains 18105 members 
Mstep: Class 31 contains 18295 members 
Mstep: Class 32 contains 11418 members 
Mstep: Class 33 contains 6541 members 
Mstep: Class 34 contains 4454 members 
Mstep: Class 35 contains 16282 members 
Mstep: Class 36 contains 28774 members 
Mstep: Class 37 contains 18290 members 
Mstep: Class 38 contains 2127 members 
Mstep: Class 39 contains 12381 members 
Mstep: Class 40 contains 6491 members 
Mstep: Class 41 contains 16675 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16787 members 
Mstep: Class 44 contains 7990 members 
Mstep: Class 45 contains 5390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737572.000000 Penalty: 149342.796875
Iteration 105Q: 46 clusters Score -6.473757e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 55177 members 
Mstep: Class 5 contains 21996 members 
Mstep: Class 6 contains 13037 members 
Mstep: Class 7 contains 3136 members 
Mstep: Class 8 contains 6152 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90322 members 
Mstep: Class 11 contains 9029 members 
Mstep: Class 12 contains 31986 members 
Mstep: Class 13 contains 9190 members 
Mstep: Class 14 contains 2856 members 
Mstep: Class 15 contains 12625 members 
Mstep: Class 16 contains 16864 members 
Mstep: Class 17 contains 4699 members 
Mstep: Class 18 contains 914 members 
Mstep: Class 19 contains 42161 members 
Mstep: Class 20 contains 10837 members 
Mstep: Class 21 contains 27395 members 
Mstep: Class 22 contains 9835 members 
Mstep: Class 23 contains 22481 members 
Mstep: Class 24 contains 15327 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9588 members 
Mstep: Class 28 contains 31004 members 
Mstep: Class 29 contains 6829 members 
Mstep: Class 30 contains 18056 members 
Mstep: Class 31 contains 18263 members 
Mstep: Class 32 contains 11386 members 
Mstep: Class 33 contains 6534 members 
Mstep: Class 34 contains 4459 members 
Mstep: Class 35 contains 16281 members 
Mstep: Class 36 contains 28791 members 
Mstep: Class 37 contains 18343 members 
Mstep: Class 38 contains 2140 members 
Mstep: Class 39 contains 12378 members 
Mstep: Class 40 contains 6493 members 
Mstep: Class 41 contains 16731 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16803 members 
Mstep: Class 44 contains 7964 members 
Mstep: Class 45 contains 5389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737632.000000 Penalty: 149342.796875
Iteration 106Q: 46 clusters Score -6.473763e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 55207 members 
Mstep: Class 5 contains 21988 members 
Mstep: Class 6 contains 13027 members 
Mstep: Class 7 contains 3120 members 
Mstep: Class 8 contains 6151 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90309 members 
Mstep: Class 11 contains 8922 members 
Mstep: Class 12 contains 31996 members 
Mstep: Class 13 contains 9186 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 12543 members 
Mstep: Class 16 contains 16889 members 
Mstep: Class 17 contains 4704 members 
Mstep: Class 18 contains 914 members 
Mstep: Class 19 contains 42149 members 
Mstep: Class 20 contains 10833 members 
Mstep: Class 21 contains 27399 members 
Mstep: Class 22 contains 9859 members 
Mstep: Class 23 contains 22692 members 
Mstep: Class 24 contains 15317 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9588 members 
Mstep: Class 28 contains 30959 members 
Mstep: Class 29 contains 6813 members 
Mstep: Class 30 contains 18015 members 
Mstep: Class 31 contains 18238 members 
Mstep: Class 32 contains 11366 members 
Mstep: Class 33 contains 6526 members 
Mstep: Class 34 contains 4464 members 
Mstep: Class 35 contains 16274 members 
Mstep: Class 36 contains 28806 members 
Mstep: Class 37 contains 18395 members 
Mstep: Class 38 contains 2149 members 
Mstep: Class 39 contains 12378 members 
Mstep: Class 40 contains 6499 members 
Mstep: Class 41 contains 16772 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16813 members 
Mstep: Class 44 contains 7933 members 
Mstep: Class 45 contains 5387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737636.000000 Penalty: 149342.796875
Iteration 107Q: 46 clusters Score -6.473764e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 55234 members 
Mstep: Class 5 contains 21985 members 
Mstep: Class 6 contains 13018 members 
Mstep: Class 7 contains 3099 members 
Mstep: Class 8 contains 6145 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90296 members 
Mstep: Class 11 contains 8835 members 
Mstep: Class 12 contains 32005 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 14 contains 2890 members 
Mstep: Class 15 contains 12469 members 
Mstep: Class 16 contains 16901 members 
Mstep: Class 17 contains 4704 members 
Mstep: Class 18 contains 914 members 
Mstep: Class 19 contains 42141 members 
Mstep: Class 20 contains 10833 members 
Mstep: Class 21 contains 27401 members 
Mstep: Class 22 contains 9872 members 
Mstep: Class 23 contains 22881 members 
Mstep: Class 24 contains 15325 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9588 members 
Mstep: Class 28 contains 30911 members 
Mstep: Class 29 contains 6809 members 
Mstep: Class 30 contains 17977 members 
Mstep: Class 31 contains 18212 members 
Mstep: Class 32 contains 11338 members 
Mstep: Class 33 contains 6520 members 
Mstep: Class 34 contains 4464 members 
Mstep: Class 35 contains 16271 members 
Mstep: Class 36 contains 28822 members 
Mstep: Class 37 contains 18460 members 
Mstep: Class 38 contains 2155 members 
Mstep: Class 39 contains 12375 members 
Mstep: Class 40 contains 6504 members 
Mstep: Class 41 contains 16813 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16833 members 
Mstep: Class 44 contains 7903 members 
Mstep: Class 45 contains 5387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737920.000000 Penalty: 149342.796875
Iteration 108Q: 46 clusters Score -6.473792e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 55259 members 
Mstep: Class 5 contains 21971 members 
Mstep: Class 6 contains 13008 members 
Mstep: Class 7 contains 3088 members 
Mstep: Class 8 contains 6134 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90293 members 
Mstep: Class 11 contains 8753 members 
Mstep: Class 12 contains 32011 members 
Mstep: Class 13 contains 9139 members 
Mstep: Class 14 contains 2903 members 
Mstep: Class 15 contains 12401 members 
Mstep: Class 16 contains 16913 members 
Mstep: Class 17 contains 4707 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 42138 members 
Mstep: Class 20 contains 10834 members 
Mstep: Class 21 contains 27397 members 
Mstep: Class 22 contains 9885 members 
Mstep: Class 23 contains 23088 members 
Mstep: Class 24 contains 15312 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9589 members 
Mstep: Class 28 contains 30863 members 
Mstep: Class 29 contains 6797 members 
Mstep: Class 30 contains 17941 members 
Mstep: Class 31 contains 18186 members 
Mstep: Class 32 contains 11317 members 
Mstep: Class 33 contains 6516 members 
Mstep: Class 34 contains 4465 members 
Mstep: Class 35 contains 16267 members 
Mstep: Class 36 contains 28842 members 
Mstep: Class 37 contains 18516 members 
Mstep: Class 38 contains 2157 members 
Mstep: Class 39 contains 12375 members 
Mstep: Class 40 contains 6506 members 
Mstep: Class 41 contains 16853 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16855 members 
Mstep: Class 44 contains 7873 members 
Mstep: Class 45 contains 5384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737828.000000 Penalty: 149342.796875
Iteration 109Q: 46 clusters Score -6.473783e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 55272 members 
Mstep: Class 5 contains 21964 members 
Mstep: Class 6 contains 12998 members 
Mstep: Class 7 contains 3072 members 
Mstep: Class 8 contains 6119 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90287 members 
Mstep: Class 11 contains 8663 members 
Mstep: Class 12 contains 32008 members 
Mstep: Class 13 contains 9111 members 
Mstep: Class 14 contains 2916 members 
Mstep: Class 15 contains 12340 members 
Mstep: Class 16 contains 16937 members 
Mstep: Class 17 contains 4713 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 42138 members 
Mstep: Class 20 contains 10836 members 
Mstep: Class 21 contains 27388 members 
Mstep: Class 22 contains 9895 members 
Mstep: Class 23 contains 23296 members 
Mstep: Class 24 contains 15317 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9588 members 
Mstep: Class 28 contains 30826 members 
Mstep: Class 29 contains 6786 members 
Mstep: Class 30 contains 17907 members 
Mstep: Class 31 contains 18147 members 
Mstep: Class 32 contains 11308 members 
Mstep: Class 33 contains 6509 members 
Mstep: Class 34 contains 4465 members 
Mstep: Class 35 contains 16263 members 
Mstep: Class 36 contains 28856 members 
Mstep: Class 37 contains 18588 members 
Mstep: Class 38 contains 2157 members 
Mstep: Class 39 contains 12374 members 
Mstep: Class 40 contains 6510 members 
Mstep: Class 41 contains 16882 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16871 members 
Mstep: Class 44 contains 7845 members 
Mstep: Class 45 contains 5382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737992.000000 Penalty: 149342.796875
Iteration 110Q: 46 clusters Score -6.473799e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 55286 members 
Mstep: Class 5 contains 21956 members 
Mstep: Class 6 contains 12996 members 
Mstep: Class 7 contains 3056 members 
Mstep: Class 8 contains 6112 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90287 members 
Mstep: Class 11 contains 8583 members 
Mstep: Class 12 contains 32003 members 
Mstep: Class 13 contains 9098 members 
Mstep: Class 14 contains 2930 members 
Mstep: Class 15 contains 12272 members 
Mstep: Class 16 contains 16961 members 
Mstep: Class 17 contains 4716 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 42136 members 
Mstep: Class 20 contains 10841 members 
Mstep: Class 21 contains 27380 members 
Mstep: Class 22 contains 9903 members 
Mstep: Class 23 contains 23461 members 
Mstep: Class 24 contains 15324 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9585 members 
Mstep: Class 28 contains 30795 members 
Mstep: Class 29 contains 6772 members 
Mstep: Class 30 contains 17877 members 
Mstep: Class 31 contains 18124 members 
Mstep: Class 32 contains 11290 members 
Mstep: Class 33 contains 6506 members 
Mstep: Class 34 contains 4466 members 
Mstep: Class 35 contains 16257 members 
Mstep: Class 36 contains 28874 members 
Mstep: Class 37 contains 18644 members 
Mstep: Class 38 contains 2161 members 
Mstep: Class 39 contains 12373 members 
Mstep: Class 40 contains 6517 members 
Mstep: Class 41 contains 16910 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16882 members 
Mstep: Class 44 contains 7817 members 
Mstep: Class 45 contains 5383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64738216.000000 Penalty: 149342.796875
Iteration 111Q: 46 clusters Score -6.473822e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 55323 members 
Mstep: Class 5 contains 21948 members 
Mstep: Class 6 contains 12990 members 
Mstep: Class 7 contains 3044 members 
Mstep: Class 8 contains 6104 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90283 members 
Mstep: Class 11 contains 8506 members 
Mstep: Class 12 contains 31994 members 
Mstep: Class 13 contains 9079 members 
Mstep: Class 14 contains 2944 members 
Mstep: Class 15 contains 12211 members 
Mstep: Class 16 contains 16972 members 
Mstep: Class 17 contains 4718 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 42129 members 
Mstep: Class 20 contains 10847 members 
Mstep: Class 21 contains 27382 members 
Mstep: Class 22 contains 9917 members 
Mstep: Class 23 contains 23604 members 
Mstep: Class 24 contains 15344 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9585 members 
Mstep: Class 28 contains 30767 members 
Mstep: Class 29 contains 6768 members 
Mstep: Class 30 contains 17845 members 
Mstep: Class 31 contains 18101 members 
Mstep: Class 32 contains 11272 members 
Mstep: Class 33 contains 6506 members 
Mstep: Class 34 contains 4467 members 
Mstep: Class 35 contains 16246 members 
Mstep: Class 36 contains 28884 members 
Mstep: Class 37 contains 18693 members 
Mstep: Class 38 contains 2164 members 
Mstep: Class 39 contains 12371 members 
Mstep: Class 40 contains 6518 members 
Mstep: Class 41 contains 16930 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16891 members 
Mstep: Class 44 contains 7804 members 
Mstep: Class 45 contains 5383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64738200.000000 Penalty: 149342.796875
Iteration 112Q: 46 clusters Score -6.47382e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 55337 members 
Mstep: Class 5 contains 21940 members 
Mstep: Class 6 contains 12984 members 
Mstep: Class 7 contains 3030 members 
Mstep: Class 8 contains 6106 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90283 members 
Mstep: Class 11 contains 8430 members 
Mstep: Class 12 contains 31987 members 
Mstep: Class 13 contains 9056 members 
Mstep: Class 14 contains 2965 members 
Mstep: Class 15 contains 12168 members 
Mstep: Class 16 contains 16982 members 
Mstep: Class 17 contains 4721 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 42119 members 
Mstep: Class 20 contains 10849 members 
Mstep: Class 21 contains 27385 members 
Mstep: Class 22 contains 9933 members 
Mstep: Class 23 contains 23745 members 
Mstep: Class 24 contains 15353 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9584 members 
Mstep: Class 28 contains 30748 members 
Mstep: Class 29 contains 6756 members 
Mstep: Class 30 contains 17817 members 
Mstep: Class 31 contains 18076 members 
Mstep: Class 32 contains 11253 members 
Mstep: Class 33 contains 6505 members 
Mstep: Class 34 contains 4470 members 
Mstep: Class 35 contains 16244 members 
Mstep: Class 36 contains 28897 members 
Mstep: Class 37 contains 18737 members 
Mstep: Class 38 contains 2165 members 
Mstep: Class 39 contains 12369 members 
Mstep: Class 40 contains 6522 members 
Mstep: Class 41 contains 16944 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16896 members 
Mstep: Class 44 contains 7794 members 
Mstep: Class 45 contains 5384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64738336.000000 Penalty: 149342.796875
Iteration 113Q: 46 clusters Score -6.473834e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 55363 members 
Mstep: Class 5 contains 21935 members 
Mstep: Class 6 contains 12977 members 
Mstep: Class 7 contains 3019 members 
Mstep: Class 8 contains 6106 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90282 members 
Mstep: Class 11 contains 8372 members 
Mstep: Class 12 contains 31992 members 
Mstep: Class 13 contains 9036 members 
Mstep: Class 14 contains 2986 members 
Mstep: Class 15 contains 12129 members 
Mstep: Class 16 contains 16995 members 
Mstep: Class 17 contains 4723 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 42111 members 
Mstep: Class 20 contains 10853 members 
Mstep: Class 21 contains 27391 members 
Mstep: Class 22 contains 9944 members 
Mstep: Class 23 contains 23862 members 
Mstep: Class 24 contains 15356 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9585 members 
Mstep: Class 28 contains 30709 members 
Mstep: Class 29 contains 6748 members 
Mstep: Class 30 contains 17789 members 
Mstep: Class 31 contains 18059 members 
Mstep: Class 32 contains 11233 members 
Mstep: Class 33 contains 6504 members 
Mstep: Class 34 contains 4474 members 
Mstep: Class 35 contains 16246 members 
Mstep: Class 36 contains 28905 members 
Mstep: Class 37 contains 18779 members 
Mstep: Class 38 contains 2166 members 
Mstep: Class 39 contains 12365 members 
Mstep: Class 40 contains 6526 members 
Mstep: Class 41 contains 16948 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16902 members 
Mstep: Class 44 contains 7779 members 
Mstep: Class 45 contains 5385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64738380.000000 Penalty: 149342.796875
Iteration 114Q: 46 clusters Score -6.473838e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 55390 members 
Mstep: Class 5 contains 21927 members 
Mstep: Class 6 contains 12969 members 
Mstep: Class 7 contains 3011 members 
Mstep: Class 8 contains 6107 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90280 members 
Mstep: Class 11 contains 8310 members 
Mstep: Class 12 contains 32001 members 
Mstep: Class 13 contains 9004 members 
Mstep: Class 14 contains 3000 members 
Mstep: Class 15 contains 12093 members 
Mstep: Class 16 contains 17015 members 
Mstep: Class 17 contains 4725 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 42103 members 
Mstep: Class 20 contains 10856 members 
Mstep: Class 21 contains 27398 members 
Mstep: Class 22 contains 9958 members 
Mstep: Class 23 contains 23967 members 
Mstep: Class 24 contains 15371 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9586 members 
Mstep: Class 28 contains 30686 members 
Mstep: Class 29 contains 6738 members 
Mstep: Class 30 contains 17755 members 
Mstep: Class 31 contains 18039 members 
Mstep: Class 32 contains 11228 members 
Mstep: Class 33 contains 6501 members 
Mstep: Class 34 contains 4478 members 
Mstep: Class 35 contains 16242 members 
Mstep: Class 36 contains 28902 members 
Mstep: Class 37 contains 18813 members 
Mstep: Class 38 contains 2166 members 
Mstep: Class 39 contains 12360 members 
Mstep: Class 40 contains 6531 members 
Mstep: Class 41 contains 16954 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16910 members 
Mstep: Class 44 contains 7772 members 
Mstep: Class 45 contains 5388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64738368.000000 Penalty: 149342.796875
Iteration 115Q: 46 clusters Score -6.473837e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 55414 members 
Mstep: Class 5 contains 21923 members 
Mstep: Class 6 contains 12966 members 
Mstep: Class 7 contains 3002 members 
Mstep: Class 8 contains 6113 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90282 members 
Mstep: Class 11 contains 8261 members 
Mstep: Class 12 contains 32004 members 
Mstep: Class 13 contains 8993 members 
Mstep: Class 14 contains 3014 members 
Mstep: Class 15 contains 12058 members 
Mstep: Class 16 contains 17025 members 
Mstep: Class 17 contains 4728 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 42097 members 
Mstep: Class 20 contains 10861 members 
Mstep: Class 21 contains 27399 members 
Mstep: Class 22 contains 9969 members 
Mstep: Class 23 contains 24056 members 
Mstep: Class 24 contains 15377 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9586 members 
Mstep: Class 28 contains 30667 members 
Mstep: Class 29 contains 6735 members 
Mstep: Class 30 contains 17732 members 
Mstep: Class 31 contains 18018 members 
Mstep: Class 32 contains 11216 members 
Mstep: Class 33 contains 6498 members 
Mstep: Class 34 contains 4479 members 
Mstep: Class 35 contains 16236 members 
Mstep: Class 36 contains 28905 members 
Mstep: Class 37 contains 18840 members 
Mstep: Class 38 contains 2166 members 
Mstep: Class 39 contains 12355 members 
Mstep: Class 40 contains 6533 members 
Mstep: Class 41 contains 16952 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16920 members 
Mstep: Class 44 contains 7766 members 
Mstep: Class 45 contains 5388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64738340.000000 Penalty: 149342.796875
Iteration 116Q: 46 clusters Score -6.473834e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 55431 members 
Mstep: Class 5 contains 21918 members 
Mstep: Class 6 contains 12966 members 
Mstep: Class 7 contains 3000 members 
Mstep: Class 8 contains 6112 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90284 members 
Mstep: Class 11 contains 8214 members 
Mstep: Class 12 contains 32000 members 
Mstep: Class 13 contains 8972 members 
Mstep: Class 14 contains 3027 members 
Mstep: Class 15 contains 12022 members 
Mstep: Class 16 contains 17038 members 
Mstep: Class 17 contains 4728 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 42091 members 
Mstep: Class 20 contains 10863 members 
Mstep: Class 21 contains 27398 members 
Mstep: Class 22 contains 9982 members 
Mstep: Class 23 contains 24145 members 
Mstep: Class 24 contains 15395 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9585 members 
Mstep: Class 28 contains 30654 members 
Mstep: Class 29 contains 6727 members 
Mstep: Class 30 contains 17717 members 
Mstep: Class 31 contains 18000 members 
Mstep: Class 32 contains 11206 members 
Mstep: Class 33 contains 6496 members 
Mstep: Class 34 contains 4479 members 
Mstep: Class 35 contains 16233 members 
Mstep: Class 36 contains 28908 members 
Mstep: Class 37 contains 18873 members 
Mstep: Class 38 contains 2166 members 
Mstep: Class 39 contains 12352 members 
Mstep: Class 40 contains 6538 members 
Mstep: Class 41 contains 16946 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16922 members 
Mstep: Class 44 contains 7759 members 
Mstep: Class 45 contains 5387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64738388.000000 Penalty: 149342.796875
Iteration 117Q: 46 clusters Score -6.473839e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 55446 members 
Mstep: Class 5 contains 21914 members 
Mstep: Class 6 contains 12966 members 
Mstep: Class 7 contains 2993 members 
Mstep: Class 8 contains 6111 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90285 members 
Mstep: Class 11 contains 8163 members 
Mstep: Class 12 contains 32004 members 
Mstep: Class 13 contains 8962 members 
Mstep: Class 14 contains 3035 members 
Mstep: Class 15 contains 12006 members 
Mstep: Class 16 contains 17042 members 
Mstep: Class 17 contains 4733 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 42085 members 
Mstep: Class 20 contains 10864 members 
Mstep: Class 21 contains 27390 members 
Mstep: Class 22 contains 9993 members 
Mstep: Class 23 contains 24231 members 
Mstep: Class 24 contains 15411 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9586 members 
Mstep: Class 28 contains 30643 members 
Mstep: Class 29 contains 6725 members 
Mstep: Class 30 contains 17688 members 
Mstep: Class 31 contains 17990 members 
Mstep: Class 32 contains 11199 members 
Mstep: Class 33 contains 6493 members 
Mstep: Class 34 contains 4481 members 
Mstep: Class 35 contains 16231 members 
Mstep: Class 36 contains 28908 members 
Mstep: Class 37 contains 18898 members 
Mstep: Class 38 contains 2166 members 
Mstep: Class 39 contains 12350 members 
Mstep: Class 40 contains 6540 members 
Mstep: Class 41 contains 16946 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16924 members 
Mstep: Class 44 contains 7744 members 
Mstep: Class 45 contains 5388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64738248.000000 Penalty: 149342.796875
Iteration 118Q: 46 clusters Score -6.473825e+07 nChanged 354
Entering ConstructFrom: 
Score: -64738248.000000 Penalty: 149342.796875
Entering ConstructFrom: 
Trying to split cluster 1 (1050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Entering Unmasked Estep 
Score: -100957.726562 Penalty: 1725.223267
	Iteration 0F: 2 clusters Score -100957.7 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 536 members 
Entering Unmasked Estep 
Score: -99026.968750 Penalty: 3450.446533
	Iteration 0F: 3 clusters Score -99026.97 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -99334.984375 Penalty: 3450.446533
	Iteration 1F: 3 clusters Score -99334.98 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -99465.875000 Penalty: 3450.446533
	Iteration 2F: 3 clusters Score -99465.88 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -99540.960938 Penalty: 3450.446533
	Iteration 3Q: 3 clusters Score -99540.96 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -99643.695312 Penalty: 3450.446533
	Iteration 4Q: 3 clusters Score -99643.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -99717.843750 Penalty: 3450.446533
	Iteration 5Q: 3 clusters Score -99717.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -99769.882812 Penalty: 3450.446533
	Iteration 6Q: 3 clusters Score -99769.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -99806.593750 Penalty: 3450.446533
	Iteration 7Q: 3 clusters Score -99806.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -99840.820312 Penalty: 3450.446533
	Iteration 8Q: 3 clusters Score -99840.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -99880.820312 Penalty: 3450.446533
	Iteration 9Q: 3 clusters Score -99880.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -99928.750000 Penalty: 3450.446533
	Iteration 10Q: 3 clusters Score -99928.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -99975.273438 Penalty: 3450.446533
	Iteration 11Q: 3 clusters Score -99975.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -100072.507812 Penalty: 3450.446533
	Iteration 12Q: 3 clusters Score -100072.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -100401.078125 Penalty: 3450.446533
	Iteration 13Q: 3 clusters Score -100401.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -101204.445312 Penalty: 3450.446533
	Iteration 14Q: 3 clusters Score -101204.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -101482.726562 Penalty: 3450.446533
	Iteration 15F: 3 clusters Score -101482.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -101732.039062 Penalty: 3450.446533
	Iteration 16F: 3 clusters Score -101732 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -102049.007812 Penalty: 3450.446533
	Iteration 17Q: 3 clusters Score -102049 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -102285.234375 Penalty: 3450.446533
	Iteration 18Q: 3 clusters Score -102285.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -102311.640625 Penalty: 3450.446533
	Iteration 19Q: 3 clusters Score -102311.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -102333.757812 Penalty: 3450.446533
	Iteration 20F: 3 clusters Score -102333.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -102365.132812 Penalty: 3450.446533
	Iteration 21Q: 3 clusters Score -102365.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -102391.695312 Penalty: 3450.446533
	Iteration 22Q: 3 clusters Score -102391.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -102409.656250 Penalty: 3450.446533
	Iteration 23Q: 3 clusters Score -102409.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -102439.890625 Penalty: 3450.446533
	Iteration 24Q: 3 clusters Score -102439.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -102481.343750 Penalty: 3450.446533
	Iteration 25Q: 3 clusters Score -102481.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -102505.648438 Penalty: 3450.446533
	Iteration 26Q: 3 clusters Score -102505.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -102536.437500 Penalty: 3450.446533
	Iteration 27Q: 3 clusters Score -102536.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -102612.203125 Penalty: 3450.446533
	Iteration 28Q: 3 clusters Score -102612.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -102738.804688 Penalty: 3450.446533
	Iteration 29Q: 3 clusters Score -102738.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -102742.609375 Penalty: 3450.446533
	Iteration 30Q: 3 clusters Score -102742.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -102742.609375 Penalty: 3450.446533
	Iteration 31F: 3 clusters Score -102742.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 55449 members 
Mstep: Class 5 contains 21911 members 
Mstep: Class 6 contains 12964 members 
Mstep: Class 7 contains 2982 members 
Mstep: Class 8 contains 6111 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90284 members 
Mstep: Class 11 contains 8129 members 
Mstep: Class 12 contains 32007 members 
Mstep: Class 13 contains 8949 members 
Mstep: Class 14 contains 3046 members 
Mstep: Class 15 contains 11982 members 
Mstep: Class 16 contains 17055 members 
Mstep: Class 17 contains 4734 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 42082 members 
Mstep: Class 20 contains 10864 members 
Mstep: Class 21 contains 27385 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 24307 members 
Mstep: Class 24 contains 15417 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9587 members 
Mstep: Class 28 contains 30637 members 
Mstep: Class 29 contains 6723 members 
Mstep: Class 30 contains 17671 members 
Mstep: Class 31 contains 17980 members 
Mstep: Class 32 contains 11198 members 
Mstep: Class 33 contains 6493 members 
Mstep: Class 34 contains 4481 members 
Mstep: Class 35 contains 16231 members 
Mstep: Class 36 contains 28907 members 
Mstep: Class 37 contains 18924 members 
Mstep: Class 38 contains 2166 members 
Mstep: Class 39 contains 12349 members 
Mstep: Class 40 contains 6543 members 
Mstep: Class 41 contains 16941 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16925 members 
Mstep: Class 44 contains 7733 members 
Mstep: Class 45 contains 5388 members 
Mstep: Class 46 contains 726 members 
Entering Unmasked Estep 
Score: -64738432.000000 Penalty: 152661.515625
Splitting cluster 1 changes total score from -64738248.000000 to -64738432.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -108658.406250 Penalty: 1709.375122
	Iteration 0F: 2 clusters Score -108658.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -106692.312500 Penalty: 3418.750244
	Iteration 0F: 3 clusters Score -106692.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -106946.398438 Penalty: 3418.750244
	Iteration 1F: 3 clusters Score -106946.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -107027.757812 Penalty: 3418.750244
	Iteration 2F: 3 clusters Score -107027.8 nChanged 33
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: -107067.859375 Penalty: 3418.750244
	Iteration 3Q: 3 clusters Score -107067.9 nChanged 20
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: -107093.851562 Penalty: 3418.750244
	Iteration 4Q: 3 clusters Score -107093.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -107112.265625 Penalty: 3418.750244
	Iteration 5Q: 3 clusters Score -107112.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -107127.195312 Penalty: 3418.750244
	Iteration 6Q: 3 clusters Score -107127.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -107132.453125 Penalty: 3418.750244
	Iteration 7Q: 3 clusters Score -107132.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -107136.476562 Penalty: 3418.750244
	Iteration 8Q: 3 clusters Score -107136.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -107142.445312 Penalty: 3418.750244
	Iteration 9Q: 3 clusters Score -107142.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -107152.968750 Penalty: 3418.750244
	Iteration 10Q: 3 clusters Score -107153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -107162.507812 Penalty: 3418.750244
	Iteration 11Q: 3 clusters Score -107162.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -107169.468750 Penalty: 3418.750244
	Iteration 12Q: 3 clusters Score -107169.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -107175.570312 Penalty: 3418.750244
	Iteration 13Q: 3 clusters Score -107175.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -107179.671875 Penalty: 3418.750244
	Iteration 14Q: 3 clusters Score -107179.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -107181.304688 Penalty: 3418.750244
	Iteration 15Q: 3 clusters Score -107181.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -107181.664062 Penalty: 3418.750244
	Iteration 16Q: 3 clusters Score -107181.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -107181.664062 Penalty: 3418.750244
	Iteration 17F: 3 clusters Score -107181.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -43997.398438 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -43997.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42518.363281 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -42518.36 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42774.722656 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -42774.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42943.386719 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -42943.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43096.296875 Penalty: 3077.460693
	Iteration 3F: 3 clusters Score -43096.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43220.929688 Penalty: 3077.460693
	Iteration 4F: 3 clusters Score -43220.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -43319.687500 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -43319.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -43426.832031 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -43426.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -43680.937500 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -43680.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -43840.660156 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -43840.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -43902.964844 Penalty: 3077.460693
	Iteration 9Q: 3 clusters Score -43902.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -43921.511719 Penalty: 3077.460693
	Iteration 10Q: 3 clusters Score -43921.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -43935.363281 Penalty: 3077.460693
	Iteration 11Q: 3 clusters Score -43935.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43946.792969 Penalty: 3077.460693
	Iteration 12Q: 3 clusters Score -43946.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -43959.339844 Penalty: 3077.460693
	Iteration 13Q: 3 clusters Score -43959.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -43983.296875 Penalty: 3077.460693
	Iteration 14Q: 3 clusters Score -43983.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -44023.617188 Penalty: 3077.460693
	Iteration 15Q: 3 clusters Score -44023.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -44055.492188 Penalty: 3077.460693
	Iteration 16Q: 3 clusters Score -44055.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -44064.105469 Penalty: 3077.460693
	Iteration 17Q: 3 clusters Score -44064.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -44064.105469 Penalty: 3077.460693
	Iteration 18F: 3 clusters Score -44064.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 4 contains 55449 members 
Mstep: Class 5 contains 21911 members 
Mstep: Class 6 contains 12964 members 
Mstep: Class 7 contains 2982 members 
Mstep: Class 8 contains 6111 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90284 members 
Mstep: Class 11 contains 8129 members 
Mstep: Class 12 contains 32007 members 
Mstep: Class 13 contains 8949 members 
Mstep: Class 14 contains 3046 members 
Mstep: Class 15 contains 11982 members 
Mstep: Class 16 contains 17055 members 
Mstep: Class 17 contains 4734 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 42082 members 
Mstep: Class 20 contains 10864 members 
Mstep: Class 21 contains 27385 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 24307 members 
Mstep: Class 24 contains 15417 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9587 members 
Mstep: Class 28 contains 30637 members 
Mstep: Class 29 contains 6723 members 
Mstep: Class 30 contains 17671 members 
Mstep: Class 31 contains 17980 members 
Mstep: Class 32 contains 11198 members 
Mstep: Class 33 contains 6493 members 
Mstep: Class 34 contains 4481 members 
Mstep: Class 35 contains 16231 members 
Mstep: Class 36 contains 28907 members 
Mstep: Class 37 contains 18924 members 
Mstep: Class 38 contains 2166 members 
Mstep: Class 39 contains 12349 members 
Mstep: Class 40 contains 6543 members 
Mstep: Class 41 contains 16941 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16925 members 
Mstep: Class 44 contains 7733 members 
Mstep: Class 45 contains 5388 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 137 members 
Entering Unmasked Estep 
Score: -64736756.000000 Penalty: 155980.250000
Splitting cluster 3 changes total score from -64738248.000000 to -64736756.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (55449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55449 members 
Entering Unmasked Estep 
Score: -5504746.500000 Penalty: 2708.958252
	Iteration 0F: 2 clusters Score -5504746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -5467476.500000 Penalty: 5417.916504
	Iteration 0F: 3 clusters Score -5467476 nChanged 25687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -5482268.500000 Penalty: 5417.916504
	Iteration 1F: 3 clusters Score -5482268 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -5483148.000000 Penalty: 5417.916504
	Iteration 2Q: 3 clusters Score -5483148 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -5484169.000000 Penalty: 5417.916504
	Iteration 3Q: 3 clusters Score -5484169 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -5485241.500000 Penalty: 5417.916504
	Iteration 4Q: 3 clusters Score -5485242 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -5486515.000000 Penalty: 5417.916504
	Iteration 5Q: 3 clusters Score -5486515 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -5487861.500000 Penalty: 5417.916504
	Iteration 6Q: 3 clusters Score -5487862 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -5489128.500000 Penalty: 5417.916504
	Iteration 7Q: 3 clusters Score -5489128 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -5490324.500000 Penalty: 5417.916504
	Iteration 8Q: 3 clusters Score -5490324 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -5491410.000000 Penalty: 5417.916504
	Iteration 9Q: 3 clusters Score -5491410 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -5492396.500000 Penalty: 5417.916504
	Iteration 10Q: 3 clusters Score -5492396 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -5493388.000000 Penalty: 5417.916504
	Iteration 11Q: 3 clusters Score -5493388 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -5494463.000000 Penalty: 5417.916504
	Iteration 12Q: 3 clusters Score -5494463 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -5495500.500000 Penalty: 5417.916504
	Iteration 13Q: 3 clusters Score -5495500 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -5496554.500000 Penalty: 5417.916504
	Iteration 14Q: 3 clusters Score -5496554 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -5497569.500000 Penalty: 5417.916504
	Iteration 15Q: 3 clusters Score -5497570 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -5498450.000000 Penalty: 5417.916504
	Iteration 16Q: 3 clusters Score -5498450 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 45988 members 
Entering Unmasked Estep 
Score: -5499245.000000 Penalty: 5417.916504
	Iteration 17Q: 3 clusters Score -5499245 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -5499950.500000 Penalty: 5417.916504
	Iteration 18Q: 3 clusters Score -5499950 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 47993 members 
Entering Unmasked Estep 
Score: -5500570.500000 Penalty: 5417.916504
	Iteration 19Q: 3 clusters Score -5500570 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 48807 members 
Entering Unmasked Estep 
Score: -5501106.500000 Penalty: 5417.916504
	Iteration 20F: 3 clusters Score -5501106 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 49501 members 
Entering Unmasked Estep 
Score: -5501510.500000 Penalty: 5417.916504
	Iteration 21Q: 3 clusters Score -5501510 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -5501832.500000 Penalty: 5417.916504
	Iteration 22Q: 3 clusters Score -5501832 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -5502060.500000 Penalty: 5417.916504
	Iteration 23Q: 3 clusters Score -5502060 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 51033 members 
Entering Unmasked Estep 
Score: -5502263.500000 Penalty: 5417.916504
	Iteration 24Q: 3 clusters Score -5502264 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 51414 members 
Entering Unmasked Estep 
Score: -5502411.000000 Penalty: 5417.916504
	Iteration 25Q: 3 clusters Score -5502411 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 51718 members 
Entering Unmasked Estep 
Score: -5502521.000000 Penalty: 5417.916504
	Iteration 26Q: 3 clusters Score -5502521 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 51990 members 
Entering Unmasked Estep 
Score: -5502607.000000 Penalty: 5417.916504
	Iteration 27Q: 3 clusters Score -5502607 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 52238 members 
Entering Unmasked Estep 
Score: -5502692.000000 Penalty: 5417.916504
	Iteration 28Q: 3 clusters Score -5502692 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 52419 members 
Entering Unmasked Estep 
Score: -5502761.000000 Penalty: 5417.916504
	Iteration 29Q: 3 clusters Score -5502761 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 52557 members 
Entering Unmasked Estep 
Score: -5502828.500000 Penalty: 5417.916504
	Iteration 30Q: 3 clusters Score -5502828 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 52679 members 
Entering Unmasked Estep 
Score: -5502873.500000 Penalty: 5417.916504
	Iteration 31Q: 3 clusters Score -5502874 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 52784 members 
Entering Unmasked Estep 
Score: -5502893.000000 Penalty: 5417.916504
	Iteration 32Q: 3 clusters Score -5502893 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 52886 members 
Entering Unmasked Estep 
Score: -5502936.500000 Penalty: 5417.916504
	Iteration 33Q: 3 clusters Score -5502936 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 52972 members 
Entering Unmasked Estep 
Score: -5502968.000000 Penalty: 5417.916504
	Iteration 34Q: 3 clusters Score -5502968 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 53054 members 
Entering Unmasked Estep 
Score: -5502996.500000 Penalty: 5417.916504
	Iteration 35Q: 3 clusters Score -5502996 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 53144 members 
Entering Unmasked Estep 
Score: -5503027.500000 Penalty: 5417.916504
	Iteration 36Q: 3 clusters Score -5503028 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 53221 members 
Entering Unmasked Estep 
Score: -5503042.000000 Penalty: 5417.916504
	Iteration 37Q: 3 clusters Score -5503042 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 53297 members 
Entering Unmasked Estep 
Score: -5503080.500000 Penalty: 5417.916504
	Iteration 38Q: 3 clusters Score -5503080 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 53361 members 
Entering Unmasked Estep 
Score: -5503080.500000 Penalty: 5417.916504
	Iteration 39Q: 3 clusters Score -5503080 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 53406 members 
Entering Unmasked Estep 
Score: -5503097.000000 Penalty: 5417.916504
	Iteration 40F: 3 clusters Score -5503097 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 53448 members 
Entering Unmasked Estep 
Score: -5503117.000000 Penalty: 5417.916504
	Iteration 41Q: 3 clusters Score -5503117 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 53478 members 
Entering Unmasked Estep 
Score: -5503134.000000 Penalty: 5417.916504
	Iteration 42Q: 3 clusters Score -5503134 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -5503144.500000 Penalty: 5417.916504
	Iteration 43Q: 3 clusters Score -5503144 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 53540 members 
Entering Unmasked Estep 
Score: -5503140.000000 Penalty: 5417.916504
	Iteration 44Q: 3 clusters Score -5503140 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 53569 members 
Entering Unmasked Estep 
Score: -5503154.500000 Penalty: 5417.916504
	Iteration 45Q: 3 clusters Score -5503154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 53589 members 
Entering Unmasked Estep 
Score: -5503149.500000 Penalty: 5417.916504
	Iteration 46Q: 3 clusters Score -5503150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 53610 members 
Entering Unmasked Estep 
Score: -5503164.000000 Penalty: 5417.916504
	Iteration 47Q: 3 clusters Score -5503164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 53636 members 
Entering Unmasked Estep 
Score: -5503173.500000 Penalty: 5417.916504
	Iteration 48Q: 3 clusters Score -5503174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 53650 members 
Entering Unmasked Estep 
Score: -5503179.000000 Penalty: 5417.916504
	Iteration 49Q: 3 clusters Score -5503179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 53661 members 
Entering Unmasked Estep 
Score: -5503176.500000 Penalty: 5417.916504
	Iteration 50Q: 3 clusters Score -5503176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 53671 members 
Entering Unmasked Estep 
Score: -5503185.500000 Penalty: 5417.916504
	Iteration 51Q: 3 clusters Score -5503186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 53676 members 
Entering Unmasked Estep 
Score: -5503187.500000 Penalty: 5417.916504
	Iteration 52Q: 3 clusters Score -5503188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 53685 members 
Entering Unmasked Estep 
Score: -5503181.000000 Penalty: 5417.916504
	Iteration 53Q: 3 clusters Score -5503181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 53694 members 
Entering Unmasked Estep 
Score: -5503180.500000 Penalty: 5417.916504
	Iteration 54Q: 3 clusters Score -5503180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 53700 members 
Entering Unmasked Estep 
Score: -5503179.000000 Penalty: 5417.916504
	Iteration 55Q: 3 clusters Score -5503179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 53712 members 
Entering Unmasked Estep 
Score: -5503183.000000 Penalty: 5417.916504
	Iteration 56Q: 3 clusters Score -5503183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 53722 members 
Entering Unmasked Estep 
Score: -5503189.500000 Penalty: 5417.916504
	Iteration 57Q: 3 clusters Score -5503190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -5503185.500000 Penalty: 5417.916504
	Iteration 58Q: 3 clusters Score -5503186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 53731 members 
Entering Unmasked Estep 
Score: -5503196.500000 Penalty: 5417.916504
	Iteration 59Q: 3 clusters Score -5503196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 53736 members 
Entering Unmasked Estep 
Score: -5503203.500000 Penalty: 5417.916504
	Iteration 60F: 3 clusters Score -5503204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 53741 members 
Entering Unmasked Estep 
Score: -5503204.000000 Penalty: 5417.916504
	Iteration 61Q: 3 clusters Score -5503204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 53743 members 
Entering Unmasked Estep 
Score: -5503195.500000 Penalty: 5417.916504
	Iteration 62Q: 3 clusters Score -5503196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 53745 members 
Entering Unmasked Estep 
Score: -5503194.500000 Penalty: 5417.916504
	Iteration 63Q: 3 clusters Score -5503194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 53748 members 
Entering Unmasked Estep 
Score: -5503198.000000 Penalty: 5417.916504
	Iteration 64Q: 3 clusters Score -5503198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 53748 members 
Entering Unmasked Estep 
Score: -5503199.500000 Penalty: 5417.916504
	Iteration 65Q: 3 clusters Score -5503200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 53747 members 
Entering Unmasked Estep 
Score: -5503200.500000 Penalty: 5417.916504
	Iteration 66Q: 3 clusters Score -5503200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 53747 members 
Entering Unmasked Estep 
Score: -5503200.500000 Penalty: 5417.916504
	Iteration 67F: 3 clusters Score -5503200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Entering Unmasked Estep 
Score: -2400509.000000 Penalty: 2478.696533
	Iteration 0F: 2 clusters Score -2400509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2385207.500000 Penalty: 4957.393066
	Iteration 0F: 3 clusters Score -2385208 nChanged 9699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2390347.500000 Penalty: 4957.393066
	Iteration 1F: 3 clusters Score -2390348 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2390765.000000 Penalty: 4957.393066
	Iteration 2Q: 3 clusters Score -2390765 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2391173.750000 Penalty: 4957.393066
	Iteration 3Q: 3 clusters Score -2391174 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2391637.000000 Penalty: 4957.393066
	Iteration 4Q: 3 clusters Score -2391637 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -2392197.250000 Penalty: 4957.393066
	Iteration 5Q: 3 clusters Score -2392197 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2392899.500000 Penalty: 4957.393066
	Iteration 6F: 3 clusters Score -2392900 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -2393638.500000 Penalty: 4957.393066
	Iteration 7F: 3 clusters Score -2393638 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2394328.750000 Penalty: 4957.393066
	Iteration 8F: 3 clusters Score -2394329 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -2394981.500000 Penalty: 4957.393066
	Iteration 9F: 3 clusters Score -2394982 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2395489.500000 Penalty: 4957.393066
	Iteration 10Q: 3 clusters Score -2395490 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -2395895.500000 Penalty: 4957.393066
	Iteration 11Q: 3 clusters Score -2395896 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -2396276.000000 Penalty: 4957.393066
	Iteration 12Q: 3 clusters Score -2396276 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2396641.000000 Penalty: 4957.393066
	Iteration 13Q: 3 clusters Score -2396641 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2396946.500000 Penalty: 4957.393066
	Iteration 14Q: 3 clusters Score -2396946 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2397236.750000 Penalty: 4957.393066
	Iteration 15Q: 3 clusters Score -2397237 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2397476.750000 Penalty: 4957.393066
	Iteration 16Q: 3 clusters Score -2397477 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2397713.500000 Penalty: 4957.393066
	Iteration 17Q: 3 clusters Score -2397714 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2397907.500000 Penalty: 4957.393066
	Iteration 18Q: 3 clusters Score -2397908 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2398081.250000 Penalty: 4957.393066
	Iteration 19Q: 3 clusters Score -2398081 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -2398192.750000 Penalty: 4957.393066
	Iteration 20F: 3 clusters Score -2398193 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2398290.250000 Penalty: 4957.393066
	Iteration 21Q: 3 clusters Score -2398290 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -2398383.000000 Penalty: 4957.393066
	Iteration 22Q: 3 clusters Score -2398383 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2398490.250000 Penalty: 4957.393066
	Iteration 23Q: 3 clusters Score -2398490 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2398574.000000 Penalty: 4957.393066
	Iteration 24Q: 3 clusters Score -2398574 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -2398639.500000 Penalty: 4957.393066
	Iteration 25Q: 3 clusters Score -2398640 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -2398700.750000 Penalty: 4957.393066
	Iteration 26Q: 3 clusters Score -2398701 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2398750.500000 Penalty: 4957.393066
	Iteration 27Q: 3 clusters Score -2398750 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2398787.500000 Penalty: 4957.393066
	Iteration 28Q: 3 clusters Score -2398788 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -2398826.250000 Penalty: 4957.393066
	Iteration 29Q: 3 clusters Score -2398826 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -2398861.250000 Penalty: 4957.393066
	Iteration 30Q: 3 clusters Score -2398861 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2398894.250000 Penalty: 4957.393066
	Iteration 31Q: 3 clusters Score -2398894 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2398933.750000 Penalty: 4957.393066
	Iteration 32Q: 3 clusters Score -2398934 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -2398972.250000 Penalty: 4957.393066
	Iteration 33Q: 3 clusters Score -2398972 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2398989.500000 Penalty: 4957.393066
	Iteration 34Q: 3 clusters Score -2398990 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -2399009.000000 Penalty: 4957.393066
	Iteration 35Q: 3 clusters Score -2399009 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -2399016.750000 Penalty: 4957.393066
	Iteration 36Q: 3 clusters Score -2399017 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -2399027.000000 Penalty: 4957.393066
	Iteration 37Q: 3 clusters Score -2399027 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -2399032.500000 Penalty: 4957.393066
	Iteration 38Q: 3 clusters Score -2399032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -2399040.250000 Penalty: 4957.393066
	Iteration 39Q: 3 clusters Score -2399040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -2399043.750000 Penalty: 4957.393066
	Iteration 40F: 3 clusters Score -2399044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -2399049.250000 Penalty: 4957.393066
	Iteration 41Q: 3 clusters Score -2399049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -2399051.250000 Penalty: 4957.393066
	Iteration 42Q: 3 clusters Score -2399051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -2399059.250000 Penalty: 4957.393066
	Iteration 43Q: 3 clusters Score -2399059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -2399067.250000 Penalty: 4957.393066
	Iteration 44Q: 3 clusters Score -2399067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -2399072.000000 Penalty: 4957.393066
	Iteration 45Q: 3 clusters Score -2399072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -2399079.500000 Penalty: 4957.393066
	Iteration 46Q: 3 clusters Score -2399080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -2399080.000000 Penalty: 4957.393066
	Iteration 47Q: 3 clusters Score -2399080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -2399079.500000 Penalty: 4957.393066
	Iteration 48Q: 3 clusters Score -2399080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -2399080.250000 Penalty: 4957.393066
	Iteration 49Q: 3 clusters Score -2399080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -2399080.250000 Penalty: 4957.393066
	Iteration 50F: 3 clusters Score -2399080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Entering Unmasked Estep 
Score: -1387758.250000 Penalty: 2348.542969
	Iteration 0F: 2 clusters Score -1387758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1378197.500000 Penalty: 4697.085938
	Iteration 0F: 3 clusters Score -1378198 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1381319.750000 Penalty: 4697.085938
	Iteration 1F: 3 clusters Score -1381320 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1381804.500000 Penalty: 4697.085938
	Iteration 2F: 3 clusters Score -1381804 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1382293.750000 Penalty: 4697.085938
	Iteration 3F: 3 clusters Score -1382294 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1382956.500000 Penalty: 4697.085938
	Iteration 4F: 3 clusters Score -1382956 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1383808.500000 Penalty: 4697.085938
	Iteration 5F: 3 clusters Score -1383808 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1384973.875000 Penalty: 4697.085938
	Iteration 6F: 3 clusters Score -1384974 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1386403.375000 Penalty: 4697.085938
	Iteration 7F: 3 clusters Score -1386403 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1387770.750000 Penalty: 4697.085938
	Iteration 8F: 3 clusters Score -1387771 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1388628.500000 Penalty: 4697.085938
	Iteration 9F: 3 clusters Score -1388628 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1389048.250000 Penalty: 4697.085938
	Iteration 10Q: 3 clusters Score -1389048 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1389240.250000 Penalty: 4697.085938
	Iteration 11Q: 3 clusters Score -1389240 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1389345.625000 Penalty: 4697.085938
	Iteration 12Q: 3 clusters Score -1389346 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1389390.000000 Penalty: 4697.085938
	Iteration 13Q: 3 clusters Score -1389390 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1389413.125000 Penalty: 4697.085938
	Iteration 14Q: 3 clusters Score -1389413 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1389420.750000 Penalty: 4697.085938
	Iteration 15Q: 3 clusters Score -1389421 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1389430.375000 Penalty: 4697.085938
	Iteration 16Q: 3 clusters Score -1389430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1389438.500000 Penalty: 4697.085938
	Iteration 17Q: 3 clusters Score -1389438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1389440.875000 Penalty: 4697.085938
	Iteration 18Q: 3 clusters Score -1389441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1389444.500000 Penalty: 4697.085938
	Iteration 19Q: 3 clusters Score -1389444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1389445.500000 Penalty: 4697.085938
	Iteration 20F: 3 clusters Score -1389446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1389445.125000 Penalty: 4697.085938
	Iteration 21Q: 3 clusters Score -1389445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1389449.750000 Penalty: 4697.085938
	Iteration 22Q: 3 clusters Score -1389450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1389451.750000 Penalty: 4697.085938
	Iteration 23Q: 3 clusters Score -1389452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1389450.500000 Penalty: 4697.085938
	Iteration 24Q: 3 clusters Score -1389450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1389450.625000 Penalty: 4697.085938
	Iteration 25Q: 3 clusters Score -1389451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1389451.500000 Penalty: 4697.085938
	Iteration 26Q: 3 clusters Score -1389452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1389451.375000 Penalty: 4697.085938
	Iteration 27Q: 3 clusters Score -1389451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1389451.375000 Penalty: 4697.085938
	Iteration 28F: 3 clusters Score -1389451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 55449 members 
Mstep: Class 5 contains 21911 members 
Mstep: Class 6 contains 8200 members 
Mstep: Class 7 contains 2982 members 
Mstep: Class 8 contains 6111 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 90284 members 
Mstep: Class 11 contains 8129 members 
Mstep: Class 12 contains 32007 members 
Mstep: Class 13 contains 8949 members 
Mstep: Class 14 contains 3046 members 
Mstep: Class 15 contains 11982 members 
Mstep: Class 16 contains 17055 members 
Mstep: Class 17 contains 4734 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 42082 members 
Mstep: Class 20 contains 10864 members 
Mstep: Class 21 contains 27385 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 24307 members 
Mstep: Class 24 contains 15417 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9587 members 
Mstep: Class 28 contains 30637 members 
Mstep: Class 29 contains 6723 members 
Mstep: Class 30 contains 17671 members 
Mstep: Class 31 contains 17980 members 
Mstep: Class 32 contains 11198 members 
Mstep: Class 33 contains 6493 members 
Mstep: Class 34 contains 4481 members 
Mstep: Class 35 contains 16231 members 
Mstep: Class 36 contains 28907 members 
Mstep: Class 37 contains 18924 members 
Mstep: Class 38 contains 2166 members 
Mstep: Class 39 contains 12349 members 
Mstep: Class 40 contains 6543 members 
Mstep: Class 41 contains 16941 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16925 members 
Mstep: Class 44 contains 7733 members 
Mstep: Class 45 contains 5388 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 4764 members 
Entering Unmasked Estep 
Score: -64738980.000000 Penalty: 155980.250000
Splitting cluster 6 changes total score from -64738248.000000 to -64738980.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 7 (2982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Entering Unmasked Estep 
Score: -306420.906250 Penalty: 1984.086548
	Iteration 0F: 2 clusters Score -306420.9 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 1510 members 
Entering Unmasked Estep 
Score: -303176.343750 Penalty: 3968.173096
	Iteration 0F: 3 clusters Score -303176.3 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -303882.968750 Penalty: 3968.173096
	Iteration 1F: 3 clusters Score -303883 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -304191.687500 Penalty: 3968.173096
	Iteration 2F: 3 clusters Score -304191.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -304517.281250 Penalty: 3968.173096
	Iteration 3F: 3 clusters Score -304517.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -304870.531250 Penalty: 3968.173096
	Iteration 4F: 3 clusters Score -304870.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -305217.125000 Penalty: 3968.173096
	Iteration 5F: 3 clusters Score -305217.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -305484.437500 Penalty: 3968.173096
	Iteration 6F: 3 clusters Score -305484.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -305649.656250 Penalty: 3968.173096
	Iteration 7Q: 3 clusters Score -305649.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -305754.375000 Penalty: 3968.173096
	Iteration 8Q: 3 clusters Score -305754.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -305829.750000 Penalty: 3968.173096
	Iteration 9Q: 3 clusters Score -305829.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -305867.031250 Penalty: 3968.173096
	Iteration 10Q: 3 clusters Score -305867 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -305884.906250 Penalty: 3968.173096
	Iteration 11Q: 3 clusters Score -305884.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -305897.250000 Penalty: 3968.173096
	Iteration 12Q: 3 clusters Score -305897.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -305904.500000 Penalty: 3968.173096
	Iteration 13Q: 3 clusters Score -305904.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -305908.875000 Penalty: 3968.173096
	Iteration 14Q: 3 clusters Score -305908.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -305911.468750 Penalty: 3968.173096
	Iteration 15Q: 3 clusters Score -305911.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -305911.468750 Penalty: 3968.173096
	Iteration 16F: 3 clusters Score -305911.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Entering Unmasked Estep 
Score: -390204.687500 Penalty: 2162.025879
	Iteration 0F: 2 clusters Score -390204.7 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 3092 members 
Entering Unmasked Estep 
Score: -384976.437500 Penalty: 4324.051758
	Iteration 0F: 3 clusters Score -384976.4 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -386374.281250 Penalty: 4324.051758
	Iteration 1F: 3 clusters Score -386374.3 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -386759.531250 Penalty: 4324.051758
	Iteration 2F: 3 clusters Score -386759.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -387100.875000 Penalty: 4324.051758
	Iteration 3F: 3 clusters Score -387100.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -387474.250000 Penalty: 4324.051758
	Iteration 4F: 3 clusters Score -387474.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -387855.562500 Penalty: 4324.051758
	Iteration 5F: 3 clusters Score -387855.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -388285.906250 Penalty: 4324.051758
	Iteration 6F: 3 clusters Score -388285.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -388699.500000 Penalty: 4324.051758
	Iteration 7F: 3 clusters Score -388699.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -388998.500000 Penalty: 4324.051758
	Iteration 8F: 3 clusters Score -388998.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -389179.187500 Penalty: 4324.051758
	Iteration 9Q: 3 clusters Score -389179.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -389297.093750 Penalty: 4324.051758
	Iteration 10Q: 3 clusters Score -389297.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -389371.125000 Penalty: 4324.051758
	Iteration 11Q: 3 clusters Score -389371.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -389432.656250 Penalty: 4324.051758
	Iteration 12Q: 3 clusters Score -389432.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -389467.250000 Penalty: 4324.051758
	Iteration 13Q: 3 clusters Score -389467.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -389489.406250 Penalty: 4324.051758
	Iteration 14Q: 3 clusters Score -389489.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -389501.406250 Penalty: 4324.051758
	Iteration 15Q: 3 clusters Score -389501.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -389513.093750 Penalty: 4324.051758
	Iteration 16Q: 3 clusters Score -389513.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -389521.468750 Penalty: 4324.051758
	Iteration 17Q: 3 clusters Score -389521.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -389525.093750 Penalty: 4324.051758
	Iteration 18Q: 3 clusters Score -389525.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -389529.187500 Penalty: 4324.051758
	Iteration 19Q: 3 clusters Score -389529.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -389532.937500 Penalty: 4324.051758
	Iteration 20F: 3 clusters Score -389532.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -389534.468750 Penalty: 4324.051758
	Iteration 21Q: 3 clusters Score -389534.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -389537.468750 Penalty: 4324.051758
	Iteration 22Q: 3 clusters Score -389537.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -389541.156250 Penalty: 4324.051758
	Iteration 23Q: 3 clusters Score -389541.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -389545.531250 Penalty: 4324.051758
	Iteration 24Q: 3 clusters Score -389545.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -389549.937500 Penalty: 4324.051758
	Iteration 25Q: 3 clusters Score -389549.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -389554.500000 Penalty: 4324.051758
	Iteration 26Q: 3 clusters Score -389554.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -389557.218750 Penalty: 4324.051758
	Iteration 27Q: 3 clusters Score -389557.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -389560.031250 Penalty: 4324.051758
	Iteration 28Q: 3 clusters Score -389560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -389562.250000 Penalty: 4324.051758
	Iteration 29Q: 3 clusters Score -389562.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -389564.500000 Penalty: 4324.051758
	Iteration 30Q: 3 clusters Score -389564.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -389566.093750 Penalty: 4324.051758
	Iteration 31Q: 3 clusters Score -389566.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -389570.375000 Penalty: 4324.051758
	Iteration 32Q: 3 clusters Score -389570.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -389576.437500 Penalty: 4324.051758
	Iteration 33Q: 3 clusters Score -389576.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -389577.343750 Penalty: 4324.051758
	Iteration 34Q: 3 clusters Score -389577.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -389578.812500 Penalty: 4324.051758
	Iteration 35Q: 3 clusters Score -389578.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -389579.000000 Penalty: 4324.051758
	Iteration 36Q: 3 clusters Score -389579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -389579.468750 Penalty: 4324.051758
	Iteration 37Q: 3 clusters Score -389579.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -389579.781250 Penalty: 4324.051758
	Iteration 38Q: 3 clusters Score -389579.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -389581.250000 Penalty: 4324.051758
	Iteration 39Q: 3 clusters Score -389581.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -389581.250000 Penalty: 4324.051758
	Iteration 40F: 3 clusters Score -389581.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Entering Unmasked Estep 
Score: -98291.671875 Penalty: 1720.694580
	Iteration 0F: 2 clusters Score -98291.67 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 503 members 
Entering Unmasked Estep 
Score: -96408.468750 Penalty: 3441.389160
	Iteration 0F: 3 clusters Score -96408.47 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -96910.171875 Penalty: 3441.389160
	Iteration 1F: 3 clusters Score -96910.17 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -97122.921875 Penalty: 3441.389160
	Iteration 2F: 3 clusters Score -97122.92 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -97303.742188 Penalty: 3441.389160
	Iteration 3F: 3 clusters Score -97303.74 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -97471.890625 Penalty: 3441.389160
	Iteration 4Q: 3 clusters Score -97471.89 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -97600.929688 Penalty: 3441.389160
	Iteration 5Q: 3 clusters Score -97600.93 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -97723.671875 Penalty: 3441.389160
	Iteration 6Q: 3 clusters Score -97723.67 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -97930.890625 Penalty: 3441.389160
	Iteration 7Q: 3 clusters Score -97930.89 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -98318.867188 Penalty: 3441.389160
	Iteration 8Q: 3 clusters Score -98318.87 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -98899.718750 Penalty: 3441.389160
	Iteration 9Q: 3 clusters Score -98899.72 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -99262.523438 Penalty: 3441.389160
	Iteration 10Q: 3 clusters Score -99262.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -99486.835938 Penalty: 3441.389160
	Iteration 11Q: 3 clusters Score -99486.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -99562.734375 Penalty: 3441.389160
	Iteration 12Q: 3 clusters Score -99562.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -99650.593750 Penalty: 3441.389160
	Iteration 13Q: 3 clusters Score -99650.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -99713.289062 Penalty: 3441.389160
	Iteration 14Q: 3 clusters Score -99713.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -99745.914062 Penalty: 3441.389160
	Iteration 15Q: 3 clusters Score -99745.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -99752.609375 Penalty: 3441.389160
	Iteration 16Q: 3 clusters Score -99752.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -99763.687500 Penalty: 3441.389160
	Iteration 17Q: 3 clusters Score -99763.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -99768.210938 Penalty: 3441.389160
	Iteration 18Q: 3 clusters Score -99768.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -99776.039062 Penalty: 3441.389160
	Iteration 19Q: 3 clusters Score -99776.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -99788.992188 Penalty: 3441.389160
	Iteration 20F: 3 clusters Score -99788.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -99807.382812 Penalty: 3441.389160
	Iteration 21Q: 3 clusters Score -99807.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -99807.382812 Penalty: 3441.389160
	Iteration 22F: 3 clusters Score -99807.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 55449 members 
Mstep: Class 5 contains 21911 members 
Mstep: Class 6 contains 8200 members 
Mstep: Class 7 contains 2982 members 
Mstep: Class 8 contains 6111 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90284 members 
Mstep: Class 11 contains 8129 members 
Mstep: Class 12 contains 32007 members 
Mstep: Class 13 contains 8949 members 
Mstep: Class 14 contains 3046 members 
Mstep: Class 15 contains 11982 members 
Mstep: Class 16 contains 17055 members 
Mstep: Class 17 contains 4734 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 42082 members 
Mstep: Class 20 contains 10864 members 
Mstep: Class 21 contains 27385 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 24307 members 
Mstep: Class 24 contains 15417 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9587 members 
Mstep: Class 28 contains 30637 members 
Mstep: Class 29 contains 6723 members 
Mstep: Class 30 contains 17671 members 
Mstep: Class 31 contains 17980 members 
Mstep: Class 32 contains 11198 members 
Mstep: Class 33 contains 6493 members 
Mstep: Class 34 contains 4481 members 
Mstep: Class 35 contains 16231 members 
Mstep: Class 36 contains 28907 members 
Mstep: Class 37 contains 18924 members 
Mstep: Class 38 contains 2166 members 
Mstep: Class 39 contains 12349 members 
Mstep: Class 40 contains 6543 members 
Mstep: Class 41 contains 16941 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16925 members 
Mstep: Class 44 contains 7733 members 
Mstep: Class 45 contains 5388 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 4764 members 
Mstep: Class 48 contains 315 members 
Entering Unmasked Estep 
Score: -64738896.000000 Penalty: 159298.968750
Splitting cluster 9 changes total score from -64738248.000000 to -64738896.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 10 (90284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90284 members 
Entering Unmasked Estep 
Score: -9844822.000000 Penalty: 2829.857422
	Iteration 0F: 2 clusters Score -9844822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -9784115.000000 Penalty: 5659.714844
	Iteration 0F: 3 clusters Score -9784115 nChanged 42711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -9808896.000000 Penalty: 5659.714844
	Iteration 1F: 3 clusters Score -9808896 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 44087 members 
Entering Unmasked Estep 
Score: -9809884.000000 Penalty: 5659.714844
	Iteration 2Q: 3 clusters Score -9809884 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -9810908.000000 Penalty: 5659.714844
	Iteration 3Q: 3 clusters Score -9810908 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -9812273.000000 Penalty: 5659.714844
	Iteration 4Q: 3 clusters Score -9812273 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48775 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -9813866.000000 Penalty: 5659.714844
	Iteration 5Q: 3 clusters Score -9813866 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50407 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -9815929.000000 Penalty: 5659.714844
	Iteration 6Q: 3 clusters Score -9815929 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52554 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -9818403.000000 Penalty: 5659.714844
	Iteration 7F: 3 clusters Score -9818403 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55113 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -9821289.000000 Penalty: 5659.714844
	Iteration 8F: 3 clusters Score -9821289 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57844 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -9824092.000000 Penalty: 5659.714844
	Iteration 9F: 3 clusters Score -9824092 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60467 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -9826533.000000 Penalty: 5659.714844
	Iteration 10Q: 3 clusters Score -9826533 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62989 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -9828357.000000 Penalty: 5659.714844
	Iteration 11Q: 3 clusters Score -9828357 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65317 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -9829780.000000 Penalty: 5659.714844
	Iteration 12Q: 3 clusters Score -9829780 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67493 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -9830882.000000 Penalty: 5659.714844
	Iteration 13Q: 3 clusters Score -9830882 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69629 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -9831909.000000 Penalty: 5659.714844
	Iteration 14Q: 3 clusters Score -9831909 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71778 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -9832929.000000 Penalty: 5659.714844
	Iteration 15Q: 3 clusters Score -9832929 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73851 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -9833839.000000 Penalty: 5659.714844
	Iteration 16Q: 3 clusters Score -9833839 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75852 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -9834822.000000 Penalty: 5659.714844
	Iteration 17Q: 3 clusters Score -9834822 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77835 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -9835859.000000 Penalty: 5659.714844
	Iteration 18Q: 3 clusters Score -9835859 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79760 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -9836928.000000 Penalty: 5659.714844
	Iteration 19Q: 3 clusters Score -9836928 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81564 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -9837853.000000 Penalty: 5659.714844
	Iteration 20F: 3 clusters Score -9837853 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83106 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -9838793.000000 Penalty: 5659.714844
	Iteration 21Q: 3 clusters Score -9838793 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84470 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -9839599.000000 Penalty: 5659.714844
	Iteration 22Q: 3 clusters Score -9839599 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85622 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -9840320.000000 Penalty: 5659.714844
	Iteration 23Q: 3 clusters Score -9840320 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86584 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -9840894.000000 Penalty: 5659.714844
	Iteration 24Q: 3 clusters Score -9840894 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87318 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -9841331.000000 Penalty: 5659.714844
	Iteration 25Q: 3 clusters Score -9841331 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87835 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -9841659.000000 Penalty: 5659.714844
	Iteration 26Q: 3 clusters Score -9841659 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88235 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -9841911.000000 Penalty: 5659.714844
	Iteration 27Q: 3 clusters Score -9841911 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88498 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -9842064.000000 Penalty: 5659.714844
	Iteration 28Q: 3 clusters Score -9842064 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88695 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -9842124.000000 Penalty: 5659.714844
	Iteration 29Q: 3 clusters Score -9842124 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88853 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -9842195.000000 Penalty: 5659.714844
	Iteration 30Q: 3 clusters Score -9842195 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88981 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -9842276.000000 Penalty: 5659.714844
	Iteration 31Q: 3 clusters Score -9842276 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89086 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -9842325.000000 Penalty: 5659.714844
	Iteration 32Q: 3 clusters Score -9842325 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89153 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -9842361.000000 Penalty: 5659.714844
	Iteration 33Q: 3 clusters Score -9842361 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89208 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -9842396.000000 Penalty: 5659.714844
	Iteration 34Q: 3 clusters Score -9842396 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89246 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -9842412.000000 Penalty: 5659.714844
	Iteration 35Q: 3 clusters Score -9842412 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89282 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -9842440.000000 Penalty: 5659.714844
	Iteration 36Q: 3 clusters Score -9842440 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89313 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -9842452.000000 Penalty: 5659.714844
	Iteration 37Q: 3 clusters Score -9842452 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89344 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -9842460.000000 Penalty: 5659.714844
	Iteration 38Q: 3 clusters Score -9842460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -9842466.000000 Penalty: 5659.714844
	Iteration 39Q: 3 clusters Score -9842466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89382 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -9842468.000000 Penalty: 5659.714844
	Iteration 40F: 3 clusters Score -9842468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89394 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -9842477.000000 Penalty: 5659.714844
	Iteration 41Q: 3 clusters Score -9842477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89407 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -9842486.000000 Penalty: 5659.714844
	Iteration 42Q: 3 clusters Score -9842486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89424 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -9842488.000000 Penalty: 5659.714844
	Iteration 43Q: 3 clusters Score -9842488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89440 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -9842490.000000 Penalty: 5659.714844
	Iteration 44Q: 3 clusters Score -9842490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89450 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -9842479.000000 Penalty: 5659.714844
	Iteration 45Q: 3 clusters Score -9842479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89460 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -9842487.000000 Penalty: 5659.714844
	Iteration 46Q: 3 clusters Score -9842487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89462 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -9842492.000000 Penalty: 5659.714844
	Iteration 47Q: 3 clusters Score -9842492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89461 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -9842496.000000 Penalty: 5659.714844
	Iteration 48Q: 3 clusters Score -9842496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89462 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -9842498.000000 Penalty: 5659.714844
	Iteration 49Q: 3 clusters Score -9842498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89464 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -9842495.000000 Penalty: 5659.714844
	Iteration 50Q: 3 clusters Score -9842495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89465 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -9842495.000000 Penalty: 5659.714844
	Iteration 51Q: 3 clusters Score -9842495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89466 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -9842493.000000 Penalty: 5659.714844
	Iteration 52Q: 3 clusters Score -9842493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89469 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -9842487.000000 Penalty: 5659.714844
	Iteration 53Q: 3 clusters Score -9842487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89468 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -9842482.000000 Penalty: 5659.714844
	Iteration 54Q: 3 clusters Score -9842482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89468 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -9842482.000000 Penalty: 5659.714844
	Iteration 55F: 3 clusters Score -9842482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Entering Unmasked Estep 
Score: -644847.187500 Penalty: 2232.791748
	Iteration 0F: 2 clusters Score -644847.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -638413.000000 Penalty: 4465.583496
	Iteration 0F: 3 clusters Score -638413 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -640746.500000 Penalty: 4465.583496
	Iteration 1F: 3 clusters Score -640746.5 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -641530.625000 Penalty: 4465.583496
	Iteration 2F: 3 clusters Score -641530.6 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -642253.500000 Penalty: 4465.583496
	Iteration 3F: 3 clusters Score -642253.5 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -642773.625000 Penalty: 4465.583496
	Iteration 4F: 3 clusters Score -642773.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -643075.687500 Penalty: 4465.583496
	Iteration 5F: 3 clusters Score -643075.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -643248.000000 Penalty: 4465.583496
	Iteration 6Q: 3 clusters Score -643248 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -643363.562500 Penalty: 4465.583496
	Iteration 7Q: 3 clusters Score -643363.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -643466.812500 Penalty: 4465.583496
	Iteration 8Q: 3 clusters Score -643466.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -643536.937500 Penalty: 4465.583496
	Iteration 9Q: 3 clusters Score -643536.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -643605.250000 Penalty: 4465.583496
	Iteration 10Q: 3 clusters Score -643605.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -643677.562500 Penalty: 4465.583496
	Iteration 11Q: 3 clusters Score -643677.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -643732.250000 Penalty: 4465.583496
	Iteration 12Q: 3 clusters Score -643732.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -643782.187500 Penalty: 4465.583496
	Iteration 13Q: 3 clusters Score -643782.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -643820.312500 Penalty: 4465.583496
	Iteration 14Q: 3 clusters Score -643820.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -643853.625000 Penalty: 4465.583496
	Iteration 15Q: 3 clusters Score -643853.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -643885.937500 Penalty: 4465.583496
	Iteration 16Q: 3 clusters Score -643885.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -643910.187500 Penalty: 4465.583496
	Iteration 17Q: 3 clusters Score -643910.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -643921.562500 Penalty: 4465.583496
	Iteration 18Q: 3 clusters Score -643921.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -643938.062500 Penalty: 4465.583496
	Iteration 19Q: 3 clusters Score -643938.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -643943.937500 Penalty: 4465.583496
	Iteration 20F: 3 clusters Score -643943.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -643954.437500 Penalty: 4465.583496
	Iteration 21Q: 3 clusters Score -643954.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -643968.812500 Penalty: 4465.583496
	Iteration 22Q: 3 clusters Score -643968.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -643984.125000 Penalty: 4465.583496
	Iteration 23Q: 3 clusters Score -643984.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -644001.625000 Penalty: 4465.583496
	Iteration 24Q: 3 clusters Score -644001.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -644021.687500 Penalty: 4465.583496
	Iteration 25Q: 3 clusters Score -644021.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -644043.250000 Penalty: 4465.583496
	Iteration 26Q: 3 clusters Score -644043.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -644070.812500 Penalty: 4465.583496
	Iteration 27Q: 3 clusters Score -644070.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -644100.062500 Penalty: 4465.583496
	Iteration 28Q: 3 clusters Score -644100.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -644135.250000 Penalty: 4465.583496
	Iteration 29Q: 3 clusters Score -644135.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -644176.750000 Penalty: 4465.583496
	Iteration 30Q: 3 clusters Score -644176.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -644222.125000 Penalty: 4465.583496
	Iteration 31Q: 3 clusters Score -644222.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -644255.125000 Penalty: 4465.583496
	Iteration 32Q: 3 clusters Score -644255.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -644269.562500 Penalty: 4465.583496
	Iteration 33Q: 3 clusters Score -644269.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -644281.000000 Penalty: 4465.583496
	Iteration 34Q: 3 clusters Score -644281 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -644290.375000 Penalty: 4465.583496
	Iteration 35Q: 3 clusters Score -644290.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -644295.187500 Penalty: 4465.583496
	Iteration 36Q: 3 clusters Score -644295.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -644300.187500 Penalty: 4465.583496
	Iteration 37Q: 3 clusters Score -644300.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -644303.437500 Penalty: 4465.583496
	Iteration 38Q: 3 clusters Score -644303.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -644304.937500 Penalty: 4465.583496
	Iteration 39Q: 3 clusters Score -644304.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -644305.125000 Penalty: 4465.583496
	Iteration 40F: 3 clusters Score -644305.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -644305.250000 Penalty: 4465.583496
	Iteration 41Q: 3 clusters Score -644305.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -644305.937500 Penalty: 4465.583496
	Iteration 42Q: 3 clusters Score -644305.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -644307.500000 Penalty: 4465.583496
	Iteration 43Q: 3 clusters Score -644307.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -644307.812500 Penalty: 4465.583496
	Iteration 44Q: 3 clusters Score -644307.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -644310.062500 Penalty: 4465.583496
	Iteration 45Q: 3 clusters Score -644310.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -644314.187500 Penalty: 4465.583496
	Iteration 46Q: 3 clusters Score -644314.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -644314.062500 Penalty: 4465.583496
	Iteration 47Q: 3 clusters Score -644314.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -644316.375000 Penalty: 4465.583496
	Iteration 48Q: 3 clusters Score -644316.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -644317.750000 Penalty: 4465.583496
	Iteration 49Q: 3 clusters Score -644317.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -644320.125000 Penalty: 4465.583496
	Iteration 50Q: 3 clusters Score -644320.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -644322.187500 Penalty: 4465.583496
	Iteration 51Q: 3 clusters Score -644322.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -644322.812500 Penalty: 4465.583496
	Iteration 52Q: 3 clusters Score -644322.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -644323.000000 Penalty: 4465.583496
	Iteration 53Q: 3 clusters Score -644323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -644322.875000 Penalty: 4465.583496
	Iteration 54Q: 3 clusters Score -644322.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -644324.562500 Penalty: 4465.583496
	Iteration 55Q: 3 clusters Score -644324.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -644325.500000 Penalty: 4465.583496
	Iteration 56Q: 3 clusters Score -644325.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -644325.500000 Penalty: 4465.583496
	Iteration 57F: 3 clusters Score -644325.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (32007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Entering Unmasked Estep 
Score: -3461285.000000 Penalty: 2572.679932
	Iteration 0F: 2 clusters Score -3461285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -3439449.000000 Penalty: 5145.359863
	Iteration 0F: 3 clusters Score -3439449 nChanged 14549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -3447313.750000 Penalty: 5145.359863
	Iteration 1F: 3 clusters Score -3447314 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -3447762.750000 Penalty: 5145.359863
	Iteration 2Q: 3 clusters Score -3447763 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -3448112.500000 Penalty: 5145.359863
	Iteration 3Q: 3 clusters Score -3448112 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -3448473.000000 Penalty: 5145.359863
	Iteration 4Q: 3 clusters Score -3448473 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -3448908.750000 Penalty: 5145.359863
	Iteration 5Q: 3 clusters Score -3448909 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -3449441.250000 Penalty: 5145.359863
	Iteration 6Q: 3 clusters Score -3449441 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -3450086.250000 Penalty: 5145.359863
	Iteration 7Q: 3 clusters Score -3450086 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -3450884.250000 Penalty: 5145.359863
	Iteration 8F: 3 clusters Score -3450884 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -3451789.000000 Penalty: 5145.359863
	Iteration 9F: 3 clusters Score -3451789 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -3452844.000000 Penalty: 5145.359863
	Iteration 10F: 3 clusters Score -3452844 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -3453936.750000 Penalty: 5145.359863
	Iteration 11F: 3 clusters Score -3453937 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -3455084.250000 Penalty: 5145.359863
	Iteration 12Q: 3 clusters Score -3455084 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -3456138.250000 Penalty: 5145.359863
	Iteration 13Q: 3 clusters Score -3456138 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -3457092.500000 Penalty: 5145.359863
	Iteration 14Q: 3 clusters Score -3457092 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -3457793.000000 Penalty: 5145.359863
	Iteration 15Q: 3 clusters Score -3457793 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -3458296.500000 Penalty: 5145.359863
	Iteration 16Q: 3 clusters Score -3458296 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -3458588.750000 Penalty: 5145.359863
	Iteration 17Q: 3 clusters Score -3458589 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -3458780.250000 Penalty: 5145.359863
	Iteration 18Q: 3 clusters Score -3458780 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -3458896.000000 Penalty: 5145.359863
	Iteration 19Q: 3 clusters Score -3458896 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -3458954.250000 Penalty: 5145.359863
	Iteration 20F: 3 clusters Score -3458954 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -3458994.250000 Penalty: 5145.359863
	Iteration 21Q: 3 clusters Score -3458994 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -3459026.500000 Penalty: 5145.359863
	Iteration 22Q: 3 clusters Score -3459026 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -3459046.500000 Penalty: 5145.359863
	Iteration 23Q: 3 clusters Score -3459046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -3459061.750000 Penalty: 5145.359863
	Iteration 24Q: 3 clusters Score -3459062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -3459082.250000 Penalty: 5145.359863
	Iteration 25Q: 3 clusters Score -3459082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -3459091.000000 Penalty: 5145.359863
	Iteration 26Q: 3 clusters Score -3459091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -3459102.500000 Penalty: 5145.359863
	Iteration 27Q: 3 clusters Score -3459102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -3459112.750000 Penalty: 5145.359863
	Iteration 28Q: 3 clusters Score -3459113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -3459122.500000 Penalty: 5145.359863
	Iteration 29Q: 3 clusters Score -3459122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -3459131.750000 Penalty: 5145.359863
	Iteration 30Q: 3 clusters Score -3459132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -3459146.000000 Penalty: 5145.359863
	Iteration 31Q: 3 clusters Score -3459146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -3459147.750000 Penalty: 5145.359863
	Iteration 32Q: 3 clusters Score -3459148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -3459147.750000 Penalty: 5145.359863
	Iteration 33F: 3 clusters Score -3459148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Entering Unmasked Estep 
Score: -877638.437500 Penalty: 2256.625732
	Iteration 0F: 2 clusters Score -877638.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -870621.812500 Penalty: 4513.251465
	Iteration 0F: 3 clusters Score -870621.8 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -872603.437500 Penalty: 4513.251465
	Iteration 1F: 3 clusters Score -872603.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -872935.125000 Penalty: 4513.251465
	Iteration 2F: 3 clusters Score -872935.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -873211.500000 Penalty: 4513.251465
	Iteration 3F: 3 clusters Score -873211.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -873464.687500 Penalty: 4513.251465
	Iteration 4Q: 3 clusters Score -873464.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -873703.625000 Penalty: 4513.251465
	Iteration 5Q: 3 clusters Score -873703.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -873942.250000 Penalty: 4513.251465
	Iteration 6Q: 3 clusters Score -873942.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -874182.312500 Penalty: 4513.251465
	Iteration 7Q: 3 clusters Score -874182.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -874421.375000 Penalty: 4513.251465
	Iteration 8Q: 3 clusters Score -874421.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -874706.937500 Penalty: 4513.251465
	Iteration 9Q: 3 clusters Score -874706.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -874966.687500 Penalty: 4513.251465
	Iteration 10Q: 3 clusters Score -874966.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -875158.437500 Penalty: 4513.251465
	Iteration 11Q: 3 clusters Score -875158.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -875321.312500 Penalty: 4513.251465
	Iteration 12Q: 3 clusters Score -875321.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -875459.250000 Penalty: 4513.251465
	Iteration 13Q: 3 clusters Score -875459.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -875564.437500 Penalty: 4513.251465
	Iteration 14Q: 3 clusters Score -875564.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -875644.125000 Penalty: 4513.251465
	Iteration 15Q: 3 clusters Score -875644.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -875698.187500 Penalty: 4513.251465
	Iteration 16Q: 3 clusters Score -875698.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -875751.562500 Penalty: 4513.251465
	Iteration 17Q: 3 clusters Score -875751.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -875800.250000 Penalty: 4513.251465
	Iteration 18Q: 3 clusters Score -875800.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -875856.750000 Penalty: 4513.251465
	Iteration 19Q: 3 clusters Score -875856.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -875896.625000 Penalty: 4513.251465
	Iteration 20F: 3 clusters Score -875896.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -875932.062500 Penalty: 4513.251465
	Iteration 21Q: 3 clusters Score -875932.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -875956.500000 Penalty: 4513.251465
	Iteration 22Q: 3 clusters Score -875956.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -875971.625000 Penalty: 4513.251465
	Iteration 23Q: 3 clusters Score -875971.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -875985.437500 Penalty: 4513.251465
	Iteration 24Q: 3 clusters Score -875985.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -875993.125000 Penalty: 4513.251465
	Iteration 25Q: 3 clusters Score -875993.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -875997.687500 Penalty: 4513.251465
	Iteration 26Q: 3 clusters Score -875997.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -876002.625000 Penalty: 4513.251465
	Iteration 27Q: 3 clusters Score -876002.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -876004.250000 Penalty: 4513.251465
	Iteration 28Q: 3 clusters Score -876004.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -876012.187500 Penalty: 4513.251465
	Iteration 29Q: 3 clusters Score -876012.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -876020.812500 Penalty: 4513.251465
	Iteration 30Q: 3 clusters Score -876020.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -876025.062500 Penalty: 4513.251465
	Iteration 31Q: 3 clusters Score -876025.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -876031.750000 Penalty: 4513.251465
	Iteration 32Q: 3 clusters Score -876031.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -876035.750000 Penalty: 4513.251465
	Iteration 33Q: 3 clusters Score -876035.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -876037.312500 Penalty: 4513.251465
	Iteration 34Q: 3 clusters Score -876037.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -876041.250000 Penalty: 4513.251465
	Iteration 35Q: 3 clusters Score -876041.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -876040.937500 Penalty: 4513.251465
	Iteration 36Q: 3 clusters Score -876040.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -876043.500000 Penalty: 4513.251465
	Iteration 37Q: 3 clusters Score -876043.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -876045.125000 Penalty: 4513.251465
	Iteration 38Q: 3 clusters Score -876045.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -876046.500000 Penalty: 4513.251465
	Iteration 39Q: 3 clusters Score -876046.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -876049.250000 Penalty: 4513.251465
	Iteration 40F: 3 clusters Score -876049.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -876049.562500 Penalty: 4513.251465
	Iteration 41Q: 3 clusters Score -876049.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -876050.437500 Penalty: 4513.251465
	Iteration 42Q: 3 clusters Score -876050.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -876051.125000 Penalty: 4513.251465
	Iteration 43Q: 3 clusters Score -876051.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -876050.812500 Penalty: 4513.251465
	Iteration 44Q: 3 clusters Score -876050.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -876050.812500 Penalty: 4513.251465
	Iteration 45F: 3 clusters Score -876050.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Entering Unmasked Estep 
Score: -307801.968750 Penalty: 1989.352905
	Iteration 0F: 2 clusters Score -307802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -304475.593750 Penalty: 3978.705811
	Iteration 0F: 3 clusters Score -304475.6 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -305203.312500 Penalty: 3978.705811
	Iteration 1F: 3 clusters Score -305203.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -305430.093750 Penalty: 3978.705811
	Iteration 2F: 3 clusters Score -305430.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -305582.718750 Penalty: 3978.705811
	Iteration 3F: 3 clusters Score -305582.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -305713.718750 Penalty: 3978.705811
	Iteration 4F: 3 clusters Score -305713.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -305800.125000 Penalty: 3978.705811
	Iteration 5Q: 3 clusters Score -305800.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -305870.687500 Penalty: 3978.705811
	Iteration 6Q: 3 clusters Score -305870.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -305932.000000 Penalty: 3978.705811
	Iteration 7Q: 3 clusters Score -305932 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -305980.906250 Penalty: 3978.705811
	Iteration 8Q: 3 clusters Score -305980.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -306015.656250 Penalty: 3978.705811
	Iteration 9Q: 3 clusters Score -306015.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -306045.125000 Penalty: 3978.705811
	Iteration 10Q: 3 clusters Score -306045.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -306070.812500 Penalty: 3978.705811
	Iteration 11Q: 3 clusters Score -306070.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -306090.843750 Penalty: 3978.705811
	Iteration 12Q: 3 clusters Score -306090.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -306116.343750 Penalty: 3978.705811
	Iteration 13Q: 3 clusters Score -306116.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -306134.093750 Penalty: 3978.705811
	Iteration 14Q: 3 clusters Score -306134.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -306146.312500 Penalty: 3978.705811
	Iteration 15Q: 3 clusters Score -306146.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -306159.531250 Penalty: 3978.705811
	Iteration 16Q: 3 clusters Score -306159.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -306173.781250 Penalty: 3978.705811
	Iteration 17Q: 3 clusters Score -306173.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -306184.593750 Penalty: 3978.705811
	Iteration 18Q: 3 clusters Score -306184.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -306196.187500 Penalty: 3978.705811
	Iteration 19Q: 3 clusters Score -306196.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -306210.187500 Penalty: 3978.705811
	Iteration 20F: 3 clusters Score -306210.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -306221.656250 Penalty: 3978.705811
	Iteration 21Q: 3 clusters Score -306221.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -306231.093750 Penalty: 3978.705811
	Iteration 22Q: 3 clusters Score -306231.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -306242.375000 Penalty: 3978.705811
	Iteration 23Q: 3 clusters Score -306242.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -306253.062500 Penalty: 3978.705811
	Iteration 24Q: 3 clusters Score -306253.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -306262.718750 Penalty: 3978.705811
	Iteration 25Q: 3 clusters Score -306262.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -306269.031250 Penalty: 3978.705811
	Iteration 26Q: 3 clusters Score -306269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -306273.593750 Penalty: 3978.705811
	Iteration 27Q: 3 clusters Score -306273.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -306275.718750 Penalty: 3978.705811
	Iteration 28Q: 3 clusters Score -306275.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -306280.531250 Penalty: 3978.705811
	Iteration 29Q: 3 clusters Score -306280.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -306283.125000 Penalty: 3978.705811
	Iteration 30Q: 3 clusters Score -306283.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -306285.875000 Penalty: 3978.705811
	Iteration 31Q: 3 clusters Score -306285.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -306287.375000 Penalty: 3978.705811
	Iteration 32Q: 3 clusters Score -306287.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -306289.125000 Penalty: 3978.705811
	Iteration 33Q: 3 clusters Score -306289.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -306290.812500 Penalty: 3978.705811
	Iteration 34Q: 3 clusters Score -306290.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -306294.593750 Penalty: 3978.705811
	Iteration 35Q: 3 clusters Score -306294.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -306300.750000 Penalty: 3978.705811
	Iteration 36Q: 3 clusters Score -306300.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -306308.093750 Penalty: 3978.705811
	Iteration 37Q: 3 clusters Score -306308.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -306310.406250 Penalty: 3978.705811
	Iteration 38Q: 3 clusters Score -306310.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -306312.062500 Penalty: 3978.705811
	Iteration 39Q: 3 clusters Score -306312.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -306314.187500 Penalty: 3978.705811
	Iteration 40F: 3 clusters Score -306314.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -306316.156250 Penalty: 3978.705811
	Iteration 41Q: 3 clusters Score -306316.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -306319.625000 Penalty: 3978.705811
	Iteration 42Q: 3 clusters Score -306319.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -306320.937500 Penalty: 3978.705811
	Iteration 43Q: 3 clusters Score -306320.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -306321.906250 Penalty: 3978.705811
	Iteration 44Q: 3 clusters Score -306321.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -306320.906250 Penalty: 3978.705811
	Iteration 45Q: 3 clusters Score -306320.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -306323.312500 Penalty: 3978.705811
	Iteration 46Q: 3 clusters Score -306323.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -306323.812500 Penalty: 3978.705811
	Iteration 47Q: 3 clusters Score -306323.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -306325.531250 Penalty: 3978.705811
	Iteration 48Q: 3 clusters Score -306325.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -306326.156250 Penalty: 3978.705811
	Iteration 49Q: 3 clusters Score -306326.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -306327.093750 Penalty: 3978.705811
	Iteration 50Q: 3 clusters Score -306327.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -306327.375000 Penalty: 3978.705811
	Iteration 51Q: 3 clusters Score -306327.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -306327.375000 Penalty: 3978.705811
	Iteration 52F: 3 clusters Score -306327.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Entering Unmasked Estep 
Score: -1117767.625000 Penalty: 2329.007812
	Iteration 0F: 2 clusters Score -1117768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1108844.375000 Penalty: 4658.015625
	Iteration 0F: 3 clusters Score -1108844 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1111597.750000 Penalty: 4658.015625
	Iteration 1F: 3 clusters Score -1111598 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1112004.750000 Penalty: 4658.015625
	Iteration 2F: 3 clusters Score -1112005 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1112326.000000 Penalty: 4658.015625
	Iteration 3F: 3 clusters Score -1112326 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1112645.750000 Penalty: 4658.015625
	Iteration 4Q: 3 clusters Score -1112646 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1113014.125000 Penalty: 4658.015625
	Iteration 5Q: 3 clusters Score -1113014 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1113434.000000 Penalty: 4658.015625
	Iteration 6F: 3 clusters Score -1113434 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1113835.000000 Penalty: 4658.015625
	Iteration 7F: 3 clusters Score -1113835 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1114195.625000 Penalty: 4658.015625
	Iteration 8Q: 3 clusters Score -1114196 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1114491.125000 Penalty: 4658.015625
	Iteration 9Q: 3 clusters Score -1114491 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1114694.875000 Penalty: 4658.015625
	Iteration 10Q: 3 clusters Score -1114695 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1114853.875000 Penalty: 4658.015625
	Iteration 11Q: 3 clusters Score -1114854 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1114989.375000 Penalty: 4658.015625
	Iteration 12Q: 3 clusters Score -1114989 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1115113.000000 Penalty: 4658.015625
	Iteration 13Q: 3 clusters Score -1115113 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1115243.875000 Penalty: 4658.015625
	Iteration 14Q: 3 clusters Score -1115244 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1115367.875000 Penalty: 4658.015625
	Iteration 15Q: 3 clusters Score -1115368 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1115470.750000 Penalty: 4658.015625
	Iteration 16Q: 3 clusters Score -1115471 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1115564.875000 Penalty: 4658.015625
	Iteration 17Q: 3 clusters Score -1115565 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1115646.375000 Penalty: 4658.015625
	Iteration 18Q: 3 clusters Score -1115646 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1115696.250000 Penalty: 4658.015625
	Iteration 19Q: 3 clusters Score -1115696 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1115724.250000 Penalty: 4658.015625
	Iteration 20F: 3 clusters Score -1115724 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1115747.250000 Penalty: 4658.015625
	Iteration 21Q: 3 clusters Score -1115747 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1115755.625000 Penalty: 4658.015625
	Iteration 22Q: 3 clusters Score -1115756 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1115774.000000 Penalty: 4658.015625
	Iteration 23Q: 3 clusters Score -1115774 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1115780.000000 Penalty: 4658.015625
	Iteration 24Q: 3 clusters Score -1115780 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1115787.625000 Penalty: 4658.015625
	Iteration 25Q: 3 clusters Score -1115788 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1115791.500000 Penalty: 4658.015625
	Iteration 26Q: 3 clusters Score -1115792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1115794.625000 Penalty: 4658.015625
	Iteration 27Q: 3 clusters Score -1115795 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1115800.125000 Penalty: 4658.015625
	Iteration 28Q: 3 clusters Score -1115800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1115805.000000 Penalty: 4658.015625
	Iteration 29Q: 3 clusters Score -1115805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1115807.375000 Penalty: 4658.015625
	Iteration 30Q: 3 clusters Score -1115807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1115807.875000 Penalty: 4658.015625
	Iteration 31Q: 3 clusters Score -1115808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1115810.875000 Penalty: 4658.015625
	Iteration 32Q: 3 clusters Score -1115811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1115812.375000 Penalty: 4658.015625
	Iteration 33Q: 3 clusters Score -1115812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1115813.500000 Penalty: 4658.015625
	Iteration 34Q: 3 clusters Score -1115814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1115815.000000 Penalty: 4658.015625
	Iteration 35Q: 3 clusters Score -1115815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1115814.375000 Penalty: 4658.015625
	Iteration 36Q: 3 clusters Score -1115814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1115813.250000 Penalty: 4658.015625
	Iteration 37Q: 3 clusters Score -1115813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1115813.500000 Penalty: 4658.015625
	Iteration 38Q: 3 clusters Score -1115814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1115814.750000 Penalty: 4658.015625
	Iteration 39Q: 3 clusters Score -1115815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1115814.625000 Penalty: 4658.015625
	Iteration 40F: 3 clusters Score -1115815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1115815.250000 Penalty: 4658.015625
	Iteration 41Q: 3 clusters Score -1115815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1115815.875000 Penalty: 4658.015625
	Iteration 42Q: 3 clusters Score -1115816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1115815.625000 Penalty: 4658.015625
	Iteration 43Q: 3 clusters Score -1115816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1115815.625000 Penalty: 4658.015625
	Iteration 44F: 3 clusters Score -1115816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Entering Unmasked Estep 
Score: -1585635.125000 Penalty: 2416.561279
	Iteration 0F: 2 clusters Score -1585635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1573595.375000 Penalty: 4833.122559
	Iteration 0F: 3 clusters Score -1573595 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1577797.750000 Penalty: 4833.122559
	Iteration 1F: 3 clusters Score -1577798 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1578682.250000 Penalty: 4833.122559
	Iteration 2F: 3 clusters Score -1578682 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1579527.125000 Penalty: 4833.122559
	Iteration 3F: 3 clusters Score -1579527 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1580301.750000 Penalty: 4833.122559
	Iteration 4F: 3 clusters Score -1580302 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1581059.875000 Penalty: 4833.122559
	Iteration 5F: 3 clusters Score -1581060 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1581807.125000 Penalty: 4833.122559
	Iteration 6F: 3 clusters Score -1581807 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1582459.250000 Penalty: 4833.122559
	Iteration 7F: 3 clusters Score -1582459 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1582989.875000 Penalty: 4833.122559
	Iteration 8Q: 3 clusters Score -1582990 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1583300.125000 Penalty: 4833.122559
	Iteration 9Q: 3 clusters Score -1583300 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1583497.500000 Penalty: 4833.122559
	Iteration 10Q: 3 clusters Score -1583498 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1583611.500000 Penalty: 4833.122559
	Iteration 11Q: 3 clusters Score -1583612 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1583672.500000 Penalty: 4833.122559
	Iteration 12Q: 3 clusters Score -1583672 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1583712.125000 Penalty: 4833.122559
	Iteration 13Q: 3 clusters Score -1583712 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1583742.000000 Penalty: 4833.122559
	Iteration 14Q: 3 clusters Score -1583742 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1583777.625000 Penalty: 4833.122559
	Iteration 15Q: 3 clusters Score -1583778 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1583803.375000 Penalty: 4833.122559
	Iteration 16Q: 3 clusters Score -1583803 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1583822.625000 Penalty: 4833.122559
	Iteration 17Q: 3 clusters Score -1583823 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1583837.000000 Penalty: 4833.122559
	Iteration 18Q: 3 clusters Score -1583837 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1583842.250000 Penalty: 4833.122559
	Iteration 19Q: 3 clusters Score -1583842 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1583850.625000 Penalty: 4833.122559
	Iteration 20F: 3 clusters Score -1583851 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1583861.000000 Penalty: 4833.122559
	Iteration 21Q: 3 clusters Score -1583861 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1583863.000000 Penalty: 4833.122559
	Iteration 22Q: 3 clusters Score -1583863 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1583866.875000 Penalty: 4833.122559
	Iteration 23Q: 3 clusters Score -1583867 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1583875.375000 Penalty: 4833.122559
	Iteration 24Q: 3 clusters Score -1583875 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1583881.375000 Penalty: 4833.122559
	Iteration 25Q: 3 clusters Score -1583881 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1583886.125000 Penalty: 4833.122559
	Iteration 26Q: 3 clusters Score -1583886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1583892.500000 Penalty: 4833.122559
	Iteration 27Q: 3 clusters Score -1583892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1583897.875000 Penalty: 4833.122559
	Iteration 28Q: 3 clusters Score -1583898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1583896.625000 Penalty: 4833.122559
	Iteration 29Q: 3 clusters Score -1583897 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1583898.250000 Penalty: 4833.122559
	Iteration 30Q: 3 clusters Score -1583898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1583897.000000 Penalty: 4833.122559
	Iteration 31Q: 3 clusters Score -1583897 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1583904.750000 Penalty: 4833.122559
	Iteration 32Q: 3 clusters Score -1583905 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1583914.500000 Penalty: 4833.122559
	Iteration 33Q: 3 clusters Score -1583914 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1583919.875000 Penalty: 4833.122559
	Iteration 34Q: 3 clusters Score -1583920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1583924.375000 Penalty: 4833.122559
	Iteration 35Q: 3 clusters Score -1583924 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1583933.250000 Penalty: 4833.122559
	Iteration 36Q: 3 clusters Score -1583933 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1583944.875000 Penalty: 4833.122559
	Iteration 37Q: 3 clusters Score -1583945 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1583953.875000 Penalty: 4833.122559
	Iteration 38Q: 3 clusters Score -1583954 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1583968.000000 Penalty: 4833.122559
	Iteration 39Q: 3 clusters Score -1583968 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1583985.000000 Penalty: 4833.122559
	Iteration 40F: 3 clusters Score -1583985 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1584003.250000 Penalty: 4833.122559
	Iteration 41Q: 3 clusters Score -1584003 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1584021.375000 Penalty: 4833.122559
	Iteration 42Q: 3 clusters Score -1584021 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1584039.875000 Penalty: 4833.122559
	Iteration 43Q: 3 clusters Score -1584040 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1584053.250000 Penalty: 4833.122559
	Iteration 44Q: 3 clusters Score -1584053 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1584077.750000 Penalty: 4833.122559
	Iteration 45Q: 3 clusters Score -1584078 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1584101.875000 Penalty: 4833.122559
	Iteration 46Q: 3 clusters Score -1584102 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -1584122.375000 Penalty: 4833.122559
	Iteration 47Q: 3 clusters Score -1584122 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1584143.750000 Penalty: 4833.122559
	Iteration 48Q: 3 clusters Score -1584144 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1584170.375000 Penalty: 4833.122559
	Iteration 49Q: 3 clusters Score -1584170 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1584192.625000 Penalty: 4833.122559
	Iteration 50Q: 3 clusters Score -1584193 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1584219.750000 Penalty: 4833.122559
	Iteration 51Q: 3 clusters Score -1584220 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1584246.875000 Penalty: 4833.122559
	Iteration 52Q: 3 clusters Score -1584247 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1584275.375000 Penalty: 4833.122559
	Iteration 53Q: 3 clusters Score -1584275 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1584305.750000 Penalty: 4833.122559
	Iteration 54Q: 3 clusters Score -1584306 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -1584331.000000 Penalty: 4833.122559
	Iteration 55Q: 3 clusters Score -1584331 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1584340.250000 Penalty: 4833.122559
	Iteration 56Q: 3 clusters Score -1584340 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1584356.875000 Penalty: 4833.122559
	Iteration 57Q: 3 clusters Score -1584357 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1584377.000000 Penalty: 4833.122559
	Iteration 58Q: 3 clusters Score -1584377 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1584385.000000 Penalty: 4833.122559
	Iteration 59Q: 3 clusters Score -1584385 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1584402.500000 Penalty: 4833.122559
	Iteration 60F: 3 clusters Score -1584402 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1584417.250000 Penalty: 4833.122559
	Iteration 61Q: 3 clusters Score -1584417 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1584428.875000 Penalty: 4833.122559
	Iteration 62Q: 3 clusters Score -1584429 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1584439.875000 Penalty: 4833.122559
	Iteration 63Q: 3 clusters Score -1584440 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1584457.250000 Penalty: 4833.122559
	Iteration 64Q: 3 clusters Score -1584457 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1584470.625000 Penalty: 4833.122559
	Iteration 65Q: 3 clusters Score -1584471 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -1584476.750000 Penalty: 4833.122559
	Iteration 66Q: 3 clusters Score -1584477 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -1584499.250000 Penalty: 4833.122559
	Iteration 67Q: 3 clusters Score -1584499 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1584505.250000 Penalty: 4833.122559
	Iteration 68Q: 3 clusters Score -1584505 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1584515.000000 Penalty: 4833.122559
	Iteration 69Q: 3 clusters Score -1584515 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1584519.500000 Penalty: 4833.122559
	Iteration 70Q: 3 clusters Score -1584520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -1584526.750000 Penalty: 4833.122559
	Iteration 71Q: 3 clusters Score -1584527 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -1584531.500000 Penalty: 4833.122559
	Iteration 72Q: 3 clusters Score -1584532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -1584539.500000 Penalty: 4833.122559
	Iteration 73Q: 3 clusters Score -1584540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -1584540.125000 Penalty: 4833.122559
	Iteration 74Q: 3 clusters Score -1584540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -1584546.500000 Penalty: 4833.122559
	Iteration 75Q: 3 clusters Score -1584546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -1584555.500000 Penalty: 4833.122559
	Iteration 76Q: 3 clusters Score -1584556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1584562.375000 Penalty: 4833.122559
	Iteration 77Q: 3 clusters Score -1584562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -1584565.250000 Penalty: 4833.122559
	Iteration 78Q: 3 clusters Score -1584565 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -1584574.875000 Penalty: 4833.122559
	Iteration 79Q: 3 clusters Score -1584575 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -1584583.875000 Penalty: 4833.122559
	Iteration 80F: 3 clusters Score -1584584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -1584594.375000 Penalty: 4833.122559
	Iteration 81Q: 3 clusters Score -1584594 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1584600.000000 Penalty: 4833.122559
	Iteration 82Q: 3 clusters Score -1584600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -1584603.750000 Penalty: 4833.122559
	Iteration 83Q: 3 clusters Score -1584604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1584609.875000 Penalty: 4833.122559
	Iteration 84Q: 3 clusters Score -1584610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -1584612.500000 Penalty: 4833.122559
	Iteration 85Q: 3 clusters Score -1584612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -1584618.875000 Penalty: 4833.122559
	Iteration 86Q: 3 clusters Score -1584619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -1584620.125000 Penalty: 4833.122559
	Iteration 87Q: 3 clusters Score -1584620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -1584626.250000 Penalty: 4833.122559
	Iteration 88Q: 3 clusters Score -1584626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1584632.125000 Penalty: 4833.122559
	Iteration 89Q: 3 clusters Score -1584632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -1584634.875000 Penalty: 4833.122559
	Iteration 90Q: 3 clusters Score -1584635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -1584636.250000 Penalty: 4833.122559
	Iteration 91Q: 3 clusters Score -1584636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -1584637.500000 Penalty: 4833.122559
	Iteration 92Q: 3 clusters Score -1584638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1584636.750000 Penalty: 4833.122559
	Iteration 93Q: 3 clusters Score -1584637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -1584643.625000 Penalty: 4833.122559
	Iteration 94Q: 3 clusters Score -1584644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -1584643.375000 Penalty: 4833.122559
	Iteration 95Q: 3 clusters Score -1584643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -1584642.375000 Penalty: 4833.122559
	Iteration 96Q: 3 clusters Score -1584642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -1584643.500000 Penalty: 4833.122559
	Iteration 97Q: 3 clusters Score -1584644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -1584641.125000 Penalty: 4833.122559
	Iteration 98Q: 3 clusters Score -1584641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -1584642.375000 Penalty: 4833.122559
	Iteration 99Q: 3 clusters Score -1584642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -1584641.750000 Penalty: 4833.122559
	Iteration 100F: 3 clusters Score -1584642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -1584642.000000 Penalty: 4833.122559
	Iteration 101Q: 3 clusters Score -1584642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1584641.625000 Penalty: 4833.122559
	Iteration 102Q: 3 clusters Score -1584642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1584641.000000 Penalty: 4833.122559
	Iteration 103Q: 3 clusters Score -1584641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1584640.500000 Penalty: 4833.122559
	Iteration 104Q: 3 clusters Score -1584640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -1584641.375000 Penalty: 4833.122559
	Iteration 105Q: 3 clusters Score -1584641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1584644.250000 Penalty: 4833.122559
	Iteration 106Q: 3 clusters Score -1584644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -1584648.375000 Penalty: 4833.122559
	Iteration 107Q: 3 clusters Score -1584648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -1584646.000000 Penalty: 4833.122559
	Iteration 108Q: 3 clusters Score -1584646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -1584651.625000 Penalty: 4833.122559
	Iteration 109Q: 3 clusters Score -1584652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -1584652.625000 Penalty: 4833.122559
	Iteration 110Q: 3 clusters Score -1584653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1584652.000000 Penalty: 4833.122559
	Iteration 111Q: 3 clusters Score -1584652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -1584653.250000 Penalty: 4833.122559
	Iteration 112Q: 3 clusters Score -1584653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -1584652.750000 Penalty: 4833.122559
	Iteration 113Q: 3 clusters Score -1584653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -1584652.750000 Penalty: 4833.122559
	Iteration 114F: 3 clusters Score -1584653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Entering Unmasked Estep 
Score: -517818.406250 Penalty: 2098.706299
	Iteration 0F: 2 clusters Score -517818.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -513459.062500 Penalty: 4197.412598
	Iteration 0F: 3 clusters Score -513459.1 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -514492.625000 Penalty: 4197.412598
	Iteration 1F: 3 clusters Score -514492.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -514708.937500 Penalty: 4197.412598
	Iteration 2F: 3 clusters Score -514708.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -514838.031250 Penalty: 4197.412598
	Iteration 3Q: 3 clusters Score -514838 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -514943.406250 Penalty: 4197.412598
	Iteration 4Q: 3 clusters Score -514943.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -515023.625000 Penalty: 4197.412598
	Iteration 5Q: 3 clusters Score -515023.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -515083.781250 Penalty: 4197.412598
	Iteration 6Q: 3 clusters Score -515083.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -515144.781250 Penalty: 4197.412598
	Iteration 7Q: 3 clusters Score -515144.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -515193.312500 Penalty: 4197.412598
	Iteration 8Q: 3 clusters Score -515193.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -515236.875000 Penalty: 4197.412598
	Iteration 9Q: 3 clusters Score -515236.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -515266.343750 Penalty: 4197.412598
	Iteration 10Q: 3 clusters Score -515266.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -515293.687500 Penalty: 4197.412598
	Iteration 11Q: 3 clusters Score -515293.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -515319.250000 Penalty: 4197.412598
	Iteration 12Q: 3 clusters Score -515319.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -515347.406250 Penalty: 4197.412598
	Iteration 13Q: 3 clusters Score -515347.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -515367.625000 Penalty: 4197.412598
	Iteration 14Q: 3 clusters Score -515367.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -515386.562500 Penalty: 4197.412598
	Iteration 15Q: 3 clusters Score -515386.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -515420.125000 Penalty: 4197.412598
	Iteration 16Q: 3 clusters Score -515420.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -515448.718750 Penalty: 4197.412598
	Iteration 17Q: 3 clusters Score -515448.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -515485.031250 Penalty: 4197.412598
	Iteration 18Q: 3 clusters Score -515485 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -515527.562500 Penalty: 4197.412598
	Iteration 19Q: 3 clusters Score -515527.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -515570.687500 Penalty: 4197.412598
	Iteration 20F: 3 clusters Score -515570.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -515609.875000 Penalty: 4197.412598
	Iteration 21Q: 3 clusters Score -515609.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -515640.406250 Penalty: 4197.412598
	Iteration 22Q: 3 clusters Score -515640.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -515666.375000 Penalty: 4197.412598
	Iteration 23Q: 3 clusters Score -515666.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -515688.468750 Penalty: 4197.412598
	Iteration 24Q: 3 clusters Score -515688.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -515713.875000 Penalty: 4197.412598
	Iteration 25Q: 3 clusters Score -515713.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -515754.687500 Penalty: 4197.412598
	Iteration 26Q: 3 clusters Score -515754.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -515792.750000 Penalty: 4197.412598
	Iteration 27Q: 3 clusters Score -515792.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -515833.656250 Penalty: 4197.412598
	Iteration 28Q: 3 clusters Score -515833.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -515868.125000 Penalty: 4197.412598
	Iteration 29Q: 3 clusters Score -515868.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -515894.687500 Penalty: 4197.412598
	Iteration 30Q: 3 clusters Score -515894.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -515912.562500 Penalty: 4197.412598
	Iteration 31Q: 3 clusters Score -515912.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -515924.875000 Penalty: 4197.412598
	Iteration 32Q: 3 clusters Score -515924.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -515936.593750 Penalty: 4197.412598
	Iteration 33Q: 3 clusters Score -515936.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -515946.062500 Penalty: 4197.412598
	Iteration 34Q: 3 clusters Score -515946.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -515959.062500 Penalty: 4197.412598
	Iteration 35Q: 3 clusters Score -515959.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -515967.000000 Penalty: 4197.412598
	Iteration 36Q: 3 clusters Score -515967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -515975.093750 Penalty: 4197.412598
	Iteration 37Q: 3 clusters Score -515975.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -515982.500000 Penalty: 4197.412598
	Iteration 38Q: 3 clusters Score -515982.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -515993.093750 Penalty: 4197.412598
	Iteration 39Q: 3 clusters Score -515993.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -516001.343750 Penalty: 4197.412598
	Iteration 40F: 3 clusters Score -516001.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -516009.343750 Penalty: 4197.412598
	Iteration 41Q: 3 clusters Score -516009.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -516014.218750 Penalty: 4197.412598
	Iteration 42Q: 3 clusters Score -516014.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -516016.281250 Penalty: 4197.412598
	Iteration 43Q: 3 clusters Score -516016.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -516020.250000 Penalty: 4197.412598
	Iteration 44Q: 3 clusters Score -516020.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -516022.000000 Penalty: 4197.412598
	Iteration 45Q: 3 clusters Score -516022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -516022.156250 Penalty: 4197.412598
	Iteration 46Q: 3 clusters Score -516022.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -516022.656250 Penalty: 4197.412598
	Iteration 47Q: 3 clusters Score -516022.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -516024.937500 Penalty: 4197.412598
	Iteration 48Q: 3 clusters Score -516024.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -516024.937500 Penalty: 4197.412598
	Iteration 49F: 3 clusters Score -516024.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Entering Unmasked Estep 
Score: -92076.859375 Penalty: 1691.634644
	Iteration 0F: 2 clusters Score -92076.86 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 473 members 
Entering Unmasked Estep 
Score: -90264.898438 Penalty: 3383.269287
	Iteration 0F: 3 clusters Score -90264.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -90543.812500 Penalty: 3383.269287
	Iteration 1F: 3 clusters Score -90543.81 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -90616.539062 Penalty: 3383.269287
	Iteration 2F: 3 clusters Score -90616.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -90644.718750 Penalty: 3383.269287
	Iteration 3Q: 3 clusters Score -90644.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -90658.484375 Penalty: 3383.269287
	Iteration 4Q: 3 clusters Score -90658.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -90673.398438 Penalty: 3383.269287
	Iteration 5Q: 3 clusters Score -90673.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -90680.390625 Penalty: 3383.269287
	Iteration 6Q: 3 clusters Score -90680.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -90691.656250 Penalty: 3383.269287
	Iteration 7Q: 3 clusters Score -90691.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -90697.531250 Penalty: 3383.269287
	Iteration 8Q: 3 clusters Score -90697.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -90701.515625 Penalty: 3383.269287
	Iteration 9Q: 3 clusters Score -90701.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -90701.515625 Penalty: 3383.269287
	Iteration 10F: 3 clusters Score -90701.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (42082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Entering Unmasked Estep 
Score: -4575053.500000 Penalty: 2640.549072
	Iteration 0F: 2 clusters Score -4575054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -4546491.000000 Penalty: 5281.098145
	Iteration 0F: 3 clusters Score -4546491 nChanged 19450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -4557613.000000 Penalty: 5281.098145
	Iteration 1F: 3 clusters Score -4557613 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -4558412.500000 Penalty: 5281.098145
	Iteration 2Q: 3 clusters Score -4558412 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -4559392.500000 Penalty: 5281.098145
	Iteration 3F: 3 clusters Score -4559392 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -4560718.000000 Penalty: 5281.098145
	Iteration 4F: 3 clusters Score -4560718 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -4562279.500000 Penalty: 5281.098145
	Iteration 5F: 3 clusters Score -4562280 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -4563665.000000 Penalty: 5281.098145
	Iteration 6F: 3 clusters Score -4563665 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -4564898.500000 Penalty: 5281.098145
	Iteration 7F: 3 clusters Score -4564898 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -4565849.500000 Penalty: 5281.098145
	Iteration 8Q: 3 clusters Score -4565850 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -4566793.500000 Penalty: 5281.098145
	Iteration 9Q: 3 clusters Score -4566794 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -4567976.500000 Penalty: 5281.098145
	Iteration 10Q: 3 clusters Score -4567976 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -4570078.000000 Penalty: 5281.098145
	Iteration 11Q: 3 clusters Score -4570078 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -4573409.500000 Penalty: 5281.098145
	Iteration 12F: 3 clusters Score -4573410 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -4576444.000000 Penalty: 5281.098145
	Iteration 13F: 3 clusters Score -4576444 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -4578157.500000 Penalty: 5281.098145
	Iteration 14Q: 3 clusters Score -4578158 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -4579033.500000 Penalty: 5281.098145
	Iteration 15Q: 3 clusters Score -4579034 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -4579586.000000 Penalty: 5281.098145
	Iteration 16Q: 3 clusters Score -4579586 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -4579852.500000 Penalty: 5281.098145
	Iteration 17Q: 3 clusters Score -4579852 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -4579981.500000 Penalty: 5281.098145
	Iteration 18Q: 3 clusters Score -4579982 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -4580044.000000 Penalty: 5281.098145
	Iteration 19Q: 3 clusters Score -4580044 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -4580060.500000 Penalty: 5281.098145
	Iteration 20F: 3 clusters Score -4580060 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -4580084.500000 Penalty: 5281.098145
	Iteration 21Q: 3 clusters Score -4580084 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -4580094.500000 Penalty: 5281.098145
	Iteration 22Q: 3 clusters Score -4580094 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -4580114.000000 Penalty: 5281.098145
	Iteration 23Q: 3 clusters Score -4580114 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -4580145.000000 Penalty: 5281.098145
	Iteration 24Q: 3 clusters Score -4580145 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -4580152.500000 Penalty: 5281.098145
	Iteration 25Q: 3 clusters Score -4580152 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -4580153.000000 Penalty: 5281.098145
	Iteration 26Q: 3 clusters Score -4580153 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -4580149.500000 Penalty: 5281.098145
	Iteration 27Q: 3 clusters Score -4580150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -4580166.000000 Penalty: 5281.098145
	Iteration 28Q: 3 clusters Score -4580166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -4580158.500000 Penalty: 5281.098145
	Iteration 29Q: 3 clusters Score -4580158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -4580175.500000 Penalty: 5281.098145
	Iteration 30Q: 3 clusters Score -4580176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -4580175.000000 Penalty: 5281.098145
	Iteration 31Q: 3 clusters Score -4580175 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -4580186.500000 Penalty: 5281.098145
	Iteration 32Q: 3 clusters Score -4580186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -4580196.500000 Penalty: 5281.098145
	Iteration 33Q: 3 clusters Score -4580196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -4580193.000000 Penalty: 5281.098145
	Iteration 34Q: 3 clusters Score -4580193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -4580195.000000 Penalty: 5281.098145
	Iteration 35Q: 3 clusters Score -4580195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -4580191.500000 Penalty: 5281.098145
	Iteration 36Q: 3 clusters Score -4580192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -4580190.500000 Penalty: 5281.098145
	Iteration 37Q: 3 clusters Score -4580190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -4580190.500000 Penalty: 5281.098145
	Iteration 38Q: 3 clusters Score -4580190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -4580191.500000 Penalty: 5281.098145
	Iteration 39Q: 3 clusters Score -4580192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -4580193.000000 Penalty: 5281.098145
	Iteration 40F: 3 clusters Score -4580193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -4580194.000000 Penalty: 5281.098145
	Iteration 41Q: 3 clusters Score -4580194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -4580194.000000 Penalty: 5281.098145
	Iteration 42F: 3 clusters Score -4580194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 55449 members 
Mstep: Class 5 contains 21911 members 
Mstep: Class 6 contains 8200 members 
Mstep: Class 7 contains 2982 members 
Mstep: Class 8 contains 6111 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90284 members 
Mstep: Class 11 contains 8129 members 
Mstep: Class 12 contains 32007 members 
Mstep: Class 13 contains 8949 members 
Mstep: Class 14 contains 3046 members 
Mstep: Class 15 contains 11982 members 
Mstep: Class 16 contains 17055 members 
Mstep: Class 17 contains 4734 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 25857 members 
Mstep: Class 20 contains 10864 members 
Mstep: Class 21 contains 27385 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 24307 members 
Mstep: Class 24 contains 15417 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9587 members 
Mstep: Class 28 contains 30637 members 
Mstep: Class 29 contains 6723 members 
Mstep: Class 30 contains 17671 members 
Mstep: Class 31 contains 17980 members 
Mstep: Class 32 contains 11198 members 
Mstep: Class 33 contains 6493 members 
Mstep: Class 34 contains 4481 members 
Mstep: Class 35 contains 16231 members 
Mstep: Class 36 contains 28907 members 
Mstep: Class 37 contains 18924 members 
Mstep: Class 38 contains 2166 members 
Mstep: Class 39 contains 12349 members 
Mstep: Class 40 contains 6543 members 
Mstep: Class 41 contains 16941 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16925 members 
Mstep: Class 44 contains 7733 members 
Mstep: Class 45 contains 5388 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 4764 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16225 members 
Entering Unmasked Estep 
Score: -64743232.000000 Penalty: 162617.703125
Splitting cluster 19 changes total score from -64738248.000000 to -64743232.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 20 (10864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Entering Unmasked Estep 
Score: -1162106.250000 Penalty: 2304.716064
	Iteration 0F: 2 clusters Score -1162106 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 5419 members 
Entering Unmasked Estep 
Score: -1153936.500000 Penalty: 4609.432129
	Iteration 0F: 3 clusters Score -1153936 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1156597.250000 Penalty: 4609.432129
	Iteration 1F: 3 clusters Score -1156597 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1157277.000000 Penalty: 4609.432129
	Iteration 2F: 3 clusters Score -1157277 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1158020.750000 Penalty: 4609.432129
	Iteration 3F: 3 clusters Score -1158021 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1158701.625000 Penalty: 4609.432129
	Iteration 4F: 3 clusters Score -1158702 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1159179.125000 Penalty: 4609.432129
	Iteration 5F: 3 clusters Score -1159179 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1159478.625000 Penalty: 4609.432129
	Iteration 6Q: 3 clusters Score -1159479 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1159675.875000 Penalty: 4609.432129
	Iteration 7Q: 3 clusters Score -1159676 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1159796.875000 Penalty: 4609.432129
	Iteration 8Q: 3 clusters Score -1159797 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1159870.000000 Penalty: 4609.432129
	Iteration 9Q: 3 clusters Score -1159870 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1159916.750000 Penalty: 4609.432129
	Iteration 10Q: 3 clusters Score -1159917 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1159959.625000 Penalty: 4609.432129
	Iteration 11Q: 3 clusters Score -1159960 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1159983.000000 Penalty: 4609.432129
	Iteration 12Q: 3 clusters Score -1159983 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1160011.625000 Penalty: 4609.432129
	Iteration 13Q: 3 clusters Score -1160012 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1160030.250000 Penalty: 4609.432129
	Iteration 14Q: 3 clusters Score -1160030 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1160047.875000 Penalty: 4609.432129
	Iteration 15Q: 3 clusters Score -1160048 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1160064.000000 Penalty: 4609.432129
	Iteration 16Q: 3 clusters Score -1160064 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1160074.000000 Penalty: 4609.432129
	Iteration 17Q: 3 clusters Score -1160074 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1160086.500000 Penalty: 4609.432129
	Iteration 18Q: 3 clusters Score -1160086 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1160098.125000 Penalty: 4609.432129
	Iteration 19Q: 3 clusters Score -1160098 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1160112.250000 Penalty: 4609.432129
	Iteration 20F: 3 clusters Score -1160112 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1160126.375000 Penalty: 4609.432129
	Iteration 21Q: 3 clusters Score -1160126 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1160135.125000 Penalty: 4609.432129
	Iteration 22Q: 3 clusters Score -1160135 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1160144.000000 Penalty: 4609.432129
	Iteration 23Q: 3 clusters Score -1160144 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1160157.625000 Penalty: 4609.432129
	Iteration 24Q: 3 clusters Score -1160158 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1160172.250000 Penalty: 4609.432129
	Iteration 25Q: 3 clusters Score -1160172 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1160180.875000 Penalty: 4609.432129
	Iteration 26Q: 3 clusters Score -1160181 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1160200.750000 Penalty: 4609.432129
	Iteration 27Q: 3 clusters Score -1160201 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1160215.875000 Penalty: 4609.432129
	Iteration 28Q: 3 clusters Score -1160216 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1160224.250000 Penalty: 4609.432129
	Iteration 29Q: 3 clusters Score -1160224 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1160237.875000 Penalty: 4609.432129
	Iteration 30Q: 3 clusters Score -1160238 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1160247.375000 Penalty: 4609.432129
	Iteration 31Q: 3 clusters Score -1160247 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1160250.875000 Penalty: 4609.432129
	Iteration 32Q: 3 clusters Score -1160251 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1160259.625000 Penalty: 4609.432129
	Iteration 33Q: 3 clusters Score -1160260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1160263.125000 Penalty: 4609.432129
	Iteration 34Q: 3 clusters Score -1160263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1160265.125000 Penalty: 4609.432129
	Iteration 35Q: 3 clusters Score -1160265 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1160272.250000 Penalty: 4609.432129
	Iteration 36Q: 3 clusters Score -1160272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1160277.375000 Penalty: 4609.432129
	Iteration 37Q: 3 clusters Score -1160277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1160279.375000 Penalty: 4609.432129
	Iteration 38Q: 3 clusters Score -1160279 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1160283.375000 Penalty: 4609.432129
	Iteration 39Q: 3 clusters Score -1160283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1160290.500000 Penalty: 4609.432129
	Iteration 40F: 3 clusters Score -1160290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1160301.500000 Penalty: 4609.432129
	Iteration 41Q: 3 clusters Score -1160302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1160303.625000 Penalty: 4609.432129
	Iteration 42Q: 3 clusters Score -1160304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1160313.500000 Penalty: 4609.432129
	Iteration 43Q: 3 clusters Score -1160314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1160313.125000 Penalty: 4609.432129
	Iteration 44Q: 3 clusters Score -1160313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1160319.250000 Penalty: 4609.432129
	Iteration 45Q: 3 clusters Score -1160319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1160318.375000 Penalty: 4609.432129
	Iteration 46Q: 3 clusters Score -1160318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1160325.125000 Penalty: 4609.432129
	Iteration 47Q: 3 clusters Score -1160325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1160328.125000 Penalty: 4609.432129
	Iteration 48Q: 3 clusters Score -1160328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1160331.500000 Penalty: 4609.432129
	Iteration 49Q: 3 clusters Score -1160332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1160331.250000 Penalty: 4609.432129
	Iteration 50Q: 3 clusters Score -1160331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1160334.125000 Penalty: 4609.432129
	Iteration 51Q: 3 clusters Score -1160334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1160337.875000 Penalty: 4609.432129
	Iteration 52Q: 3 clusters Score -1160338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1160339.500000 Penalty: 4609.432129
	Iteration 53Q: 3 clusters Score -1160340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1160347.750000 Penalty: 4609.432129
	Iteration 54Q: 3 clusters Score -1160348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1160355.500000 Penalty: 4609.432129
	Iteration 55Q: 3 clusters Score -1160356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1160359.375000 Penalty: 4609.432129
	Iteration 56Q: 3 clusters Score -1160359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1160359.750000 Penalty: 4609.432129
	Iteration 57Q: 3 clusters Score -1160360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1160360.625000 Penalty: 4609.432129
	Iteration 58Q: 3 clusters Score -1160361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1160364.875000 Penalty: 4609.432129
	Iteration 59Q: 3 clusters Score -1160365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1160366.375000 Penalty: 4609.432129
	Iteration 60F: 3 clusters Score -1160366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1160364.000000 Penalty: 4609.432129
	Iteration 61Q: 3 clusters Score -1160364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1160366.500000 Penalty: 4609.432129
	Iteration 62Q: 3 clusters Score -1160366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1160368.375000 Penalty: 4609.432129
	Iteration 63Q: 3 clusters Score -1160368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1160368.000000 Penalty: 4609.432129
	Iteration 64Q: 3 clusters Score -1160368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1160370.125000 Penalty: 4609.432129
	Iteration 65Q: 3 clusters Score -1160370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1160370.250000 Penalty: 4609.432129
	Iteration 66Q: 3 clusters Score -1160370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1160370.500000 Penalty: 4609.432129
	Iteration 67Q: 3 clusters Score -1160370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1160372.000000 Penalty: 4609.432129
	Iteration 68Q: 3 clusters Score -1160372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1160372.000000 Penalty: 4609.432129
	Iteration 69F: 3 clusters Score -1160372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (27385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Entering Unmasked Estep 
Score: -2932691.000000 Penalty: 2534.002197
	Iteration 0F: 2 clusters Score -2932691 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 13743 members 
Entering Unmasked Estep 
Score: -2913877.750000 Penalty: 5068.004395
	Iteration 0F: 3 clusters Score -2913878 nChanged 12315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2920820.000000 Penalty: 5068.004395
	Iteration 1F: 3 clusters Score -2920820 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -2921419.250000 Penalty: 5068.004395
	Iteration 2F: 3 clusters Score -2921419 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -2922098.000000 Penalty: 5068.004395
	Iteration 3F: 3 clusters Score -2922098 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -2922784.000000 Penalty: 5068.004395
	Iteration 4F: 3 clusters Score -2922784 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2923460.750000 Penalty: 5068.004395
	Iteration 5Q: 3 clusters Score -2923461 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2924194.500000 Penalty: 5068.004395
	Iteration 6Q: 3 clusters Score -2924194 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2924903.500000 Penalty: 5068.004395
	Iteration 7Q: 3 clusters Score -2924904 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -2925607.250000 Penalty: 5068.004395
	Iteration 8Q: 3 clusters Score -2925607 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -2926322.750000 Penalty: 5068.004395
	Iteration 9Q: 3 clusters Score -2926323 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2926986.750000 Penalty: 5068.004395
	Iteration 10Q: 3 clusters Score -2926987 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -2927641.250000 Penalty: 5068.004395
	Iteration 11Q: 3 clusters Score -2927641 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2928245.250000 Penalty: 5068.004395
	Iteration 12Q: 3 clusters Score -2928245 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2928800.500000 Penalty: 5068.004395
	Iteration 13Q: 3 clusters Score -2928800 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -2929306.500000 Penalty: 5068.004395
	Iteration 14Q: 3 clusters Score -2929306 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2929706.500000 Penalty: 5068.004395
	Iteration 15Q: 3 clusters Score -2929706 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -2930000.500000 Penalty: 5068.004395
	Iteration 16Q: 3 clusters Score -2930000 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2930233.500000 Penalty: 5068.004395
	Iteration 17Q: 3 clusters Score -2930234 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2930430.000000 Penalty: 5068.004395
	Iteration 18Q: 3 clusters Score -2930430 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -2930584.250000 Penalty: 5068.004395
	Iteration 19Q: 3 clusters Score -2930584 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -2930723.000000 Penalty: 5068.004395
	Iteration 20F: 3 clusters Score -2930723 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2930839.750000 Penalty: 5068.004395
	Iteration 21Q: 3 clusters Score -2930840 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -2930951.000000 Penalty: 5068.004395
	Iteration 22Q: 3 clusters Score -2930951 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -2931069.500000 Penalty: 5068.004395
	Iteration 23Q: 3 clusters Score -2931070 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -2931176.000000 Penalty: 5068.004395
	Iteration 24Q: 3 clusters Score -2931176 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2931265.250000 Penalty: 5068.004395
	Iteration 25Q: 3 clusters Score -2931265 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2931349.500000 Penalty: 5068.004395
	Iteration 26Q: 3 clusters Score -2931350 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2931452.500000 Penalty: 5068.004395
	Iteration 27Q: 3 clusters Score -2931452 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2931552.250000 Penalty: 5068.004395
	Iteration 28Q: 3 clusters Score -2931552 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -2931648.750000 Penalty: 5068.004395
	Iteration 29Q: 3 clusters Score -2931649 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -2931736.500000 Penalty: 5068.004395
	Iteration 30Q: 3 clusters Score -2931736 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -2931821.250000 Penalty: 5068.004395
	Iteration 31Q: 3 clusters Score -2931821 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -2931901.000000 Penalty: 5068.004395
	Iteration 32Q: 3 clusters Score -2931901 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -2931955.250000 Penalty: 5068.004395
	Iteration 33Q: 3 clusters Score -2931955 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -2932022.250000 Penalty: 5068.004395
	Iteration 34Q: 3 clusters Score -2932022 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -2932066.500000 Penalty: 5068.004395
	Iteration 35Q: 3 clusters Score -2932066 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2932080.250000 Penalty: 5068.004395
	Iteration 36Q: 3 clusters Score -2932080 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2932103.500000 Penalty: 5068.004395
	Iteration 37Q: 3 clusters Score -2932104 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -2932132.250000 Penalty: 5068.004395
	Iteration 38Q: 3 clusters Score -2932132 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -2932152.500000 Penalty: 5068.004395
	Iteration 39Q: 3 clusters Score -2932152 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -2932165.250000 Penalty: 5068.004395
	Iteration 40F: 3 clusters Score -2932165 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -2932171.500000 Penalty: 5068.004395
	Iteration 41Q: 3 clusters Score -2932172 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -2932171.250000 Penalty: 5068.004395
	Iteration 42Q: 3 clusters Score -2932171 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -2932189.750000 Penalty: 5068.004395
	Iteration 43Q: 3 clusters Score -2932190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2932190.250000 Penalty: 5068.004395
	Iteration 44Q: 3 clusters Score -2932190 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -2932193.750000 Penalty: 5068.004395
	Iteration 45Q: 3 clusters Score -2932194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -2932193.750000 Penalty: 5068.004395
	Iteration 46Q: 3 clusters Score -2932194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -2932205.000000 Penalty: 5068.004395
	Iteration 47Q: 3 clusters Score -2932205 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -2932213.250000 Penalty: 5068.004395
	Iteration 48Q: 3 clusters Score -2932213 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -2932219.750000 Penalty: 5068.004395
	Iteration 49Q: 3 clusters Score -2932220 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -2932216.000000 Penalty: 5068.004395
	Iteration 50Q: 3 clusters Score -2932216 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -2932223.250000 Penalty: 5068.004395
	Iteration 51Q: 3 clusters Score -2932223 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2932234.500000 Penalty: 5068.004395
	Iteration 52Q: 3 clusters Score -2932234 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -2932236.500000 Penalty: 5068.004395
	Iteration 53Q: 3 clusters Score -2932236 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -2932238.250000 Penalty: 5068.004395
	Iteration 54Q: 3 clusters Score -2932238 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -2932248.750000 Penalty: 5068.004395
	Iteration 55Q: 3 clusters Score -2932249 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -2932266.000000 Penalty: 5068.004395
	Iteration 56Q: 3 clusters Score -2932266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -2932261.750000 Penalty: 5068.004395
	Iteration 57Q: 3 clusters Score -2932262 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -2932264.500000 Penalty: 5068.004395
	Iteration 58Q: 3 clusters Score -2932264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -2932269.250000 Penalty: 5068.004395
	Iteration 59Q: 3 clusters Score -2932269 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -2932267.750000 Penalty: 5068.004395
	Iteration 60F: 3 clusters Score -2932268 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -2932266.500000 Penalty: 5068.004395
	Iteration 61Q: 3 clusters Score -2932266 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -2932271.750000 Penalty: 5068.004395
	Iteration 62Q: 3 clusters Score -2932272 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -2932283.000000 Penalty: 5068.004395
	Iteration 63Q: 3 clusters Score -2932283 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -2932276.000000 Penalty: 5068.004395
	Iteration 64Q: 3 clusters Score -2932276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -2932275.750000 Penalty: 5068.004395
	Iteration 65Q: 3 clusters Score -2932276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -2932276.500000 Penalty: 5068.004395
	Iteration 66Q: 3 clusters Score -2932276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -2932286.000000 Penalty: 5068.004395
	Iteration 67Q: 3 clusters Score -2932286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -2932290.750000 Penalty: 5068.004395
	Iteration 68Q: 3 clusters Score -2932291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -2932288.500000 Penalty: 5068.004395
	Iteration 69Q: 3 clusters Score -2932288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -2932296.250000 Penalty: 5068.004395
	Iteration 70Q: 3 clusters Score -2932296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -2932296.000000 Penalty: 5068.004395
	Iteration 71Q: 3 clusters Score -2932296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -2932296.000000 Penalty: 5068.004395
	Iteration 72Q: 3 clusters Score -2932296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -2932295.250000 Penalty: 5068.004395
	Iteration 73Q: 3 clusters Score -2932295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -2932300.250000 Penalty: 5068.004395
	Iteration 74Q: 3 clusters Score -2932300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -2932299.250000 Penalty: 5068.004395
	Iteration 75Q: 3 clusters Score -2932299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -2932299.250000 Penalty: 5068.004395
	Iteration 76Q: 3 clusters Score -2932299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -2932293.500000 Penalty: 5068.004395
	Iteration 77Q: 3 clusters Score -2932294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -2932292.500000 Penalty: 5068.004395
	Iteration 78Q: 3 clusters Score -2932292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -2932295.250000 Penalty: 5068.004395
	Iteration 79Q: 3 clusters Score -2932295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -2932296.000000 Penalty: 5068.004395
	Iteration 80F: 3 clusters Score -2932296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -2932298.750000 Penalty: 5068.004395
	Iteration 81Q: 3 clusters Score -2932299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -2932297.250000 Penalty: 5068.004395
	Iteration 82Q: 3 clusters Score -2932297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -2932302.250000 Penalty: 5068.004395
	Iteration 83Q: 3 clusters Score -2932302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -2932303.250000 Penalty: 5068.004395
	Iteration 84Q: 3 clusters Score -2932303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -2932303.250000 Penalty: 5068.004395
	Iteration 85Q: 3 clusters Score -2932303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -2932300.500000 Penalty: 5068.004395
	Iteration 86Q: 3 clusters Score -2932300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -2932301.250000 Penalty: 5068.004395
	Iteration 87Q: 3 clusters Score -2932301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -2932303.000000 Penalty: 5068.004395
	Iteration 88Q: 3 clusters Score -2932303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -2932301.750000 Penalty: 5068.004395
	Iteration 89Q: 3 clusters Score -2932302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -2932302.250000 Penalty: 5068.004395
	Iteration 90Q: 3 clusters Score -2932302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -2932302.250000 Penalty: 5068.004395
	Iteration 91Q: 3 clusters Score -2932302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -2932301.250000 Penalty: 5068.004395
	Iteration 92Q: 3 clusters Score -2932301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -2932305.500000 Penalty: 5068.004395
	Iteration 93Q: 3 clusters Score -2932306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -2932306.000000 Penalty: 5068.004395
	Iteration 94Q: 3 clusters Score -2932306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -2932306.000000 Penalty: 5068.004395
	Iteration 95F: 3 clusters Score -2932306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Entering Unmasked Estep 
Score: -997336.875000 Penalty: 2284.139648
	Iteration 0F: 2 clusters Score -997336.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -989681.125000 Penalty: 4568.279297
	Iteration 0F: 3 clusters Score -989681.1 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -992004.937500 Penalty: 4568.279297
	Iteration 1F: 3 clusters Score -992004.9 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -992486.437500 Penalty: 4568.279297
	Iteration 2F: 3 clusters Score -992486.4 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -992862.375000 Penalty: 4568.279297
	Iteration 3F: 3 clusters Score -992862.4 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -993115.687500 Penalty: 4568.279297
	Iteration 4F: 3 clusters Score -993115.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -993308.000000 Penalty: 4568.279297
	Iteration 5Q: 3 clusters Score -993308 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -993446.062500 Penalty: 4568.279297
	Iteration 6Q: 3 clusters Score -993446.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -993539.312500 Penalty: 4568.279297
	Iteration 7Q: 3 clusters Score -993539.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -993620.500000 Penalty: 4568.279297
	Iteration 8Q: 3 clusters Score -993620.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -993691.812500 Penalty: 4568.279297
	Iteration 9Q: 3 clusters Score -993691.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -993764.875000 Penalty: 4568.279297
	Iteration 10Q: 3 clusters Score -993764.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -993825.937500 Penalty: 4568.279297
	Iteration 11Q: 3 clusters Score -993825.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -993882.937500 Penalty: 4568.279297
	Iteration 12Q: 3 clusters Score -993882.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -993928.500000 Penalty: 4568.279297
	Iteration 13Q: 3 clusters Score -993928.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -993969.625000 Penalty: 4568.279297
	Iteration 14Q: 3 clusters Score -993969.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -994011.875000 Penalty: 4568.279297
	Iteration 15Q: 3 clusters Score -994011.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -994055.000000 Penalty: 4568.279297
	Iteration 16Q: 3 clusters Score -994055 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -994098.687500 Penalty: 4568.279297
	Iteration 17Q: 3 clusters Score -994098.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -994144.000000 Penalty: 4568.279297
	Iteration 18Q: 3 clusters Score -994144 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -994186.437500 Penalty: 4568.279297
	Iteration 19Q: 3 clusters Score -994186.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -994237.375000 Penalty: 4568.279297
	Iteration 20F: 3 clusters Score -994237.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -994286.250000 Penalty: 4568.279297
	Iteration 21Q: 3 clusters Score -994286.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -994335.437500 Penalty: 4568.279297
	Iteration 22Q: 3 clusters Score -994335.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -994384.187500 Penalty: 4568.279297
	Iteration 23Q: 3 clusters Score -994384.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -994425.625000 Penalty: 4568.279297
	Iteration 24Q: 3 clusters Score -994425.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -994460.187500 Penalty: 4568.279297
	Iteration 25Q: 3 clusters Score -994460.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -994495.562500 Penalty: 4568.279297
	Iteration 26Q: 3 clusters Score -994495.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -994528.375000 Penalty: 4568.279297
	Iteration 27Q: 3 clusters Score -994528.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -994561.250000 Penalty: 4568.279297
	Iteration 28Q: 3 clusters Score -994561.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -994591.875000 Penalty: 4568.279297
	Iteration 29Q: 3 clusters Score -994591.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -994621.875000 Penalty: 4568.279297
	Iteration 30Q: 3 clusters Score -994621.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -994654.812500 Penalty: 4568.279297
	Iteration 31Q: 3 clusters Score -994654.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -994679.250000 Penalty: 4568.279297
	Iteration 32Q: 3 clusters Score -994679.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -994691.375000 Penalty: 4568.279297
	Iteration 33Q: 3 clusters Score -994691.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -994707.250000 Penalty: 4568.279297
	Iteration 34Q: 3 clusters Score -994707.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -994718.062500 Penalty: 4568.279297
	Iteration 35Q: 3 clusters Score -994718.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -994727.687500 Penalty: 4568.279297
	Iteration 36Q: 3 clusters Score -994727.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -994744.062500 Penalty: 4568.279297
	Iteration 37Q: 3 clusters Score -994744.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -994753.937500 Penalty: 4568.279297
	Iteration 38Q: 3 clusters Score -994753.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -994765.000000 Penalty: 4568.279297
	Iteration 39Q: 3 clusters Score -994765 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -994773.250000 Penalty: 4568.279297
	Iteration 40F: 3 clusters Score -994773.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -994782.312500 Penalty: 4568.279297
	Iteration 41Q: 3 clusters Score -994782.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -994788.500000 Penalty: 4568.279297
	Iteration 42Q: 3 clusters Score -994788.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -994797.312500 Penalty: 4568.279297
	Iteration 43Q: 3 clusters Score -994797.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -994805.500000 Penalty: 4568.279297
	Iteration 44Q: 3 clusters Score -994805.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -994809.062500 Penalty: 4568.279297
	Iteration 45Q: 3 clusters Score -994809.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -994815.312500 Penalty: 4568.279297
	Iteration 46Q: 3 clusters Score -994815.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -994817.750000 Penalty: 4568.279297
	Iteration 47Q: 3 clusters Score -994817.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -994824.437500 Penalty: 4568.279297
	Iteration 48Q: 3 clusters Score -994824.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -994837.312500 Penalty: 4568.279297
	Iteration 49Q: 3 clusters Score -994837.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -994842.625000 Penalty: 4568.279297
	Iteration 50Q: 3 clusters Score -994842.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -994850.687500 Penalty: 4568.279297
	Iteration 51Q: 3 clusters Score -994850.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -994857.187500 Penalty: 4568.279297
	Iteration 52Q: 3 clusters Score -994857.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -994871.187500 Penalty: 4568.279297
	Iteration 53Q: 3 clusters Score -994871.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -994884.937500 Penalty: 4568.279297
	Iteration 54Q: 3 clusters Score -994884.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -994896.187500 Penalty: 4568.279297
	Iteration 55Q: 3 clusters Score -994896.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -994905.375000 Penalty: 4568.279297
	Iteration 56Q: 3 clusters Score -994905.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -994914.375000 Penalty: 4568.279297
	Iteration 57Q: 3 clusters Score -994914.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -994921.000000 Penalty: 4568.279297
	Iteration 58Q: 3 clusters Score -994921 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -994927.250000 Penalty: 4568.279297
	Iteration 59Q: 3 clusters Score -994927.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -994931.437500 Penalty: 4568.279297
	Iteration 60F: 3 clusters Score -994931.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -994938.000000 Penalty: 4568.279297
	Iteration 61Q: 3 clusters Score -994938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -994939.125000 Penalty: 4568.279297
	Iteration 62Q: 3 clusters Score -994939.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -994945.375000 Penalty: 4568.279297
	Iteration 63Q: 3 clusters Score -994945.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -994953.250000 Penalty: 4568.279297
	Iteration 64Q: 3 clusters Score -994953.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -994959.750000 Penalty: 4568.279297
	Iteration 65Q: 3 clusters Score -994959.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -994965.125000 Penalty: 4568.279297
	Iteration 66Q: 3 clusters Score -994965.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -994973.625000 Penalty: 4568.279297
	Iteration 67Q: 3 clusters Score -994973.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -994980.937500 Penalty: 4568.279297
	Iteration 68Q: 3 clusters Score -994980.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -994988.125000 Penalty: 4568.279297
	Iteration 69Q: 3 clusters Score -994988.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -994994.187500 Penalty: 4568.279297
	Iteration 70Q: 3 clusters Score -994994.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -995002.875000 Penalty: 4568.279297
	Iteration 71Q: 3 clusters Score -995002.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -995011.187500 Penalty: 4568.279297
	Iteration 72Q: 3 clusters Score -995011.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -995025.812500 Penalty: 4568.279297
	Iteration 73Q: 3 clusters Score -995025.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -995038.437500 Penalty: 4568.279297
	Iteration 74Q: 3 clusters Score -995038.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -995050.125000 Penalty: 4568.279297
	Iteration 75Q: 3 clusters Score -995050.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -995068.750000 Penalty: 4568.279297
	Iteration 76Q: 3 clusters Score -995068.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -995087.812500 Penalty: 4568.279297
	Iteration 77Q: 3 clusters Score -995087.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -995103.500000 Penalty: 4568.279297
	Iteration 78Q: 3 clusters Score -995103.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -995122.500000 Penalty: 4568.279297
	Iteration 79Q: 3 clusters Score -995122.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -995143.937500 Penalty: 4568.279297
	Iteration 80F: 3 clusters Score -995143.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -995159.187500 Penalty: 4568.279297
	Iteration 81Q: 3 clusters Score -995159.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -995177.062500 Penalty: 4568.279297
	Iteration 82Q: 3 clusters Score -995177.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -995197.375000 Penalty: 4568.279297
	Iteration 83Q: 3 clusters Score -995197.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -995218.062500 Penalty: 4568.279297
	Iteration 84Q: 3 clusters Score -995218.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -995237.812500 Penalty: 4568.279297
	Iteration 85Q: 3 clusters Score -995237.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -995257.687500 Penalty: 4568.279297
	Iteration 86Q: 3 clusters Score -995257.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -995284.187500 Penalty: 4568.279297
	Iteration 87Q: 3 clusters Score -995284.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -995304.375000 Penalty: 4568.279297
	Iteration 88Q: 3 clusters Score -995304.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -995333.750000 Penalty: 4568.279297
	Iteration 89Q: 3 clusters Score -995333.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -995350.687500 Penalty: 4568.279297
	Iteration 90Q: 3 clusters Score -995350.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -995364.625000 Penalty: 4568.279297
	Iteration 91Q: 3 clusters Score -995364.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -995384.812500 Penalty: 4568.279297
	Iteration 92Q: 3 clusters Score -995384.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -995402.750000 Penalty: 4568.279297
	Iteration 93Q: 3 clusters Score -995402.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -995417.875000 Penalty: 4568.279297
	Iteration 94Q: 3 clusters Score -995417.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -995427.437500 Penalty: 4568.279297
	Iteration 95Q: 3 clusters Score -995427.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -995439.312500 Penalty: 4568.279297
	Iteration 96Q: 3 clusters Score -995439.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -995453.562500 Penalty: 4568.279297
	Iteration 97Q: 3 clusters Score -995453.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -995465.625000 Penalty: 4568.279297
	Iteration 98Q: 3 clusters Score -995465.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -995473.312500 Penalty: 4568.279297
	Iteration 99Q: 3 clusters Score -995473.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -995481.750000 Penalty: 4568.279297
	Iteration 100F: 3 clusters Score -995481.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -995492.000000 Penalty: 4568.279297
	Iteration 101Q: 3 clusters Score -995492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -995501.000000 Penalty: 4568.279297
	Iteration 102Q: 3 clusters Score -995501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -995509.125000 Penalty: 4568.279297
	Iteration 103Q: 3 clusters Score -995509.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -995515.500000 Penalty: 4568.279297
	Iteration 104Q: 3 clusters Score -995515.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -995520.250000 Penalty: 4568.279297
	Iteration 105Q: 3 clusters Score -995520.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -995528.000000 Penalty: 4568.279297
	Iteration 106Q: 3 clusters Score -995528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -995533.500000 Penalty: 4568.279297
	Iteration 107Q: 3 clusters Score -995533.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -995536.562500 Penalty: 4568.279297
	Iteration 108Q: 3 clusters Score -995536.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -995542.500000 Penalty: 4568.279297
	Iteration 109Q: 3 clusters Score -995542.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -995543.125000 Penalty: 4568.279297
	Iteration 110Q: 3 clusters Score -995543.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -995546.937500 Penalty: 4568.279297
	Iteration 111Q: 3 clusters Score -995546.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -995547.625000 Penalty: 4568.279297
	Iteration 112Q: 3 clusters Score -995547.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -995547.062500 Penalty: 4568.279297
	Iteration 113Q: 3 clusters Score -995547.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -995550.062500 Penalty: 4568.279297
	Iteration 114Q: 3 clusters Score -995550.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -995547.375000 Penalty: 4568.279297
	Iteration 115Q: 3 clusters Score -995547.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -995551.250000 Penalty: 4568.279297
	Iteration 116Q: 3 clusters Score -995551.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -995551.375000 Penalty: 4568.279297
	Iteration 117Q: 3 clusters Score -995551.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -995551.375000 Penalty: 4568.279297
	Iteration 118F: 3 clusters Score -995551.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (24307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Entering Unmasked Estep 
Score: -2092862.000000 Penalty: 2504.432861
	Iteration 0F: 2 clusters Score -2092862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2076134.250000 Penalty: 5008.865723
	Iteration 0F: 3 clusters Score -2076134 nChanged 10851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -2082277.750000 Penalty: 5008.865723
	Iteration 1F: 3 clusters Score -2082278 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -2082956.875000 Penalty: 5008.865723
	Iteration 2F: 3 clusters Score -2082957 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2083682.125000 Penalty: 5008.865723
	Iteration 3F: 3 clusters Score -2083682 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2084442.250000 Penalty: 5008.865723
	Iteration 4F: 3 clusters Score -2084442 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2085249.000000 Penalty: 5008.865723
	Iteration 5F: 3 clusters Score -2085249 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2086031.500000 Penalty: 5008.865723
	Iteration 6F: 3 clusters Score -2086032 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -2086798.625000 Penalty: 5008.865723
	Iteration 7F: 3 clusters Score -2086799 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -2087498.875000 Penalty: 5008.865723
	Iteration 8Q: 3 clusters Score -2087499 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2088038.875000 Penalty: 5008.865723
	Iteration 9Q: 3 clusters Score -2088039 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2088424.625000 Penalty: 5008.865723
	Iteration 10Q: 3 clusters Score -2088425 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2088700.125000 Penalty: 5008.865723
	Iteration 11Q: 3 clusters Score -2088700 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2088881.500000 Penalty: 5008.865723
	Iteration 12Q: 3 clusters Score -2088882 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -2088999.500000 Penalty: 5008.865723
	Iteration 13Q: 3 clusters Score -2089000 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2089088.375000 Penalty: 5008.865723
	Iteration 14Q: 3 clusters Score -2089088 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2089159.250000 Penalty: 5008.865723
	Iteration 15Q: 3 clusters Score -2089159 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -2089223.125000 Penalty: 5008.865723
	Iteration 16Q: 3 clusters Score -2089223 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2089280.625000 Penalty: 5008.865723
	Iteration 17Q: 3 clusters Score -2089281 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2089333.375000 Penalty: 5008.865723
	Iteration 18Q: 3 clusters Score -2089333 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2089377.625000 Penalty: 5008.865723
	Iteration 19Q: 3 clusters Score -2089378 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -2089418.625000 Penalty: 5008.865723
	Iteration 20F: 3 clusters Score -2089419 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2089468.125000 Penalty: 5008.865723
	Iteration 21Q: 3 clusters Score -2089468 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -2089501.000000 Penalty: 5008.865723
	Iteration 22Q: 3 clusters Score -2089501 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2089542.375000 Penalty: 5008.865723
	Iteration 23Q: 3 clusters Score -2089542 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -2089593.750000 Penalty: 5008.865723
	Iteration 24Q: 3 clusters Score -2089594 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -2089630.000000 Penalty: 5008.865723
	Iteration 25Q: 3 clusters Score -2089630 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2089666.750000 Penalty: 5008.865723
	Iteration 26Q: 3 clusters Score -2089667 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2089703.875000 Penalty: 5008.865723
	Iteration 27Q: 3 clusters Score -2089704 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2089747.375000 Penalty: 5008.865723
	Iteration 28Q: 3 clusters Score -2089747 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -2089794.625000 Penalty: 5008.865723
	Iteration 29Q: 3 clusters Score -2089795 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -2089841.500000 Penalty: 5008.865723
	Iteration 30Q: 3 clusters Score -2089842 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2089881.750000 Penalty: 5008.865723
	Iteration 31Q: 3 clusters Score -2089882 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -2089930.125000 Penalty: 5008.865723
	Iteration 32Q: 3 clusters Score -2089930 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -2089976.000000 Penalty: 5008.865723
	Iteration 33Q: 3 clusters Score -2089976 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2090013.500000 Penalty: 5008.865723
	Iteration 34Q: 3 clusters Score -2090014 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -2090051.625000 Penalty: 5008.865723
	Iteration 35Q: 3 clusters Score -2090052 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2090095.625000 Penalty: 5008.865723
	Iteration 36Q: 3 clusters Score -2090096 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2090138.375000 Penalty: 5008.865723
	Iteration 37Q: 3 clusters Score -2090138 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -2090187.625000 Penalty: 5008.865723
	Iteration 38Q: 3 clusters Score -2090188 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -2090241.750000 Penalty: 5008.865723
	Iteration 39Q: 3 clusters Score -2090242 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -2090287.125000 Penalty: 5008.865723
	Iteration 40F: 3 clusters Score -2090287 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -2090326.000000 Penalty: 5008.865723
	Iteration 41Q: 3 clusters Score -2090326 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -2090376.625000 Penalty: 5008.865723
	Iteration 42Q: 3 clusters Score -2090377 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -2090421.250000 Penalty: 5008.865723
	Iteration 43Q: 3 clusters Score -2090421 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -2090465.625000 Penalty: 5008.865723
	Iteration 44Q: 3 clusters Score -2090466 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -2090506.875000 Penalty: 5008.865723
	Iteration 45Q: 3 clusters Score -2090507 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -2090553.000000 Penalty: 5008.865723
	Iteration 46Q: 3 clusters Score -2090553 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -2090589.750000 Penalty: 5008.865723
	Iteration 47Q: 3 clusters Score -2090590 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -2090640.125000 Penalty: 5008.865723
	Iteration 48Q: 3 clusters Score -2090640 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -2090682.750000 Penalty: 5008.865723
	Iteration 49Q: 3 clusters Score -2090683 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -2090730.250000 Penalty: 5008.865723
	Iteration 50Q: 3 clusters Score -2090730 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -2090767.250000 Penalty: 5008.865723
	Iteration 51Q: 3 clusters Score -2090767 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -2090793.750000 Penalty: 5008.865723
	Iteration 52Q: 3 clusters Score -2090794 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -2090826.875000 Penalty: 5008.865723
	Iteration 53Q: 3 clusters Score -2090827 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -2090860.000000 Penalty: 5008.865723
	Iteration 54Q: 3 clusters Score -2090860 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -2090892.000000 Penalty: 5008.865723
	Iteration 55Q: 3 clusters Score -2090892 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -2090918.000000 Penalty: 5008.865723
	Iteration 56Q: 3 clusters Score -2090918 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -2090936.625000 Penalty: 5008.865723
	Iteration 57Q: 3 clusters Score -2090937 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -2090956.375000 Penalty: 5008.865723
	Iteration 58Q: 3 clusters Score -2090956 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -2090967.375000 Penalty: 5008.865723
	Iteration 59Q: 3 clusters Score -2090967 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -2090979.250000 Penalty: 5008.865723
	Iteration 60F: 3 clusters Score -2090979 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -2090992.125000 Penalty: 5008.865723
	Iteration 61Q: 3 clusters Score -2090992 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -2090999.625000 Penalty: 5008.865723
	Iteration 62Q: 3 clusters Score -2091000 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -2091016.375000 Penalty: 5008.865723
	Iteration 63Q: 3 clusters Score -2091016 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -2091024.625000 Penalty: 5008.865723
	Iteration 64Q: 3 clusters Score -2091025 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -2091033.375000 Penalty: 5008.865723
	Iteration 65Q: 3 clusters Score -2091033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -2091037.000000 Penalty: 5008.865723
	Iteration 66Q: 3 clusters Score -2091037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -2091044.000000 Penalty: 5008.865723
	Iteration 67Q: 3 clusters Score -2091044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -2091044.750000 Penalty: 5008.865723
	Iteration 68Q: 3 clusters Score -2091045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -2091047.625000 Penalty: 5008.865723
	Iteration 69Q: 3 clusters Score -2091048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -2091058.500000 Penalty: 5008.865723
	Iteration 70Q: 3 clusters Score -2091058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -2091067.375000 Penalty: 5008.865723
	Iteration 71Q: 3 clusters Score -2091067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -2091073.625000 Penalty: 5008.865723
	Iteration 72Q: 3 clusters Score -2091074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -2091080.625000 Penalty: 5008.865723
	Iteration 73Q: 3 clusters Score -2091081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -2091085.250000 Penalty: 5008.865723
	Iteration 74Q: 3 clusters Score -2091085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -2091095.375000 Penalty: 5008.865723
	Iteration 75Q: 3 clusters Score -2091095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -2091091.125000 Penalty: 5008.865723
	Iteration 76Q: 3 clusters Score -2091091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -2091099.875000 Penalty: 5008.865723
	Iteration 77Q: 3 clusters Score -2091100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -2091102.625000 Penalty: 5008.865723
	Iteration 78Q: 3 clusters Score -2091103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -2091109.125000 Penalty: 5008.865723
	Iteration 79Q: 3 clusters Score -2091109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -2091107.500000 Penalty: 5008.865723
	Iteration 80F: 3 clusters Score -2091108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -2091112.875000 Penalty: 5008.865723
	Iteration 81Q: 3 clusters Score -2091113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -2091112.750000 Penalty: 5008.865723
	Iteration 82Q: 3 clusters Score -2091113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -2091113.250000 Penalty: 5008.865723
	Iteration 83Q: 3 clusters Score -2091113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -2091115.500000 Penalty: 5008.865723
	Iteration 84Q: 3 clusters Score -2091116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -2091118.125000 Penalty: 5008.865723
	Iteration 85Q: 3 clusters Score -2091118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -2091117.750000 Penalty: 5008.865723
	Iteration 86Q: 3 clusters Score -2091118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -2091120.375000 Penalty: 5008.865723
	Iteration 87Q: 3 clusters Score -2091120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -2091117.000000 Penalty: 5008.865723
	Iteration 88Q: 3 clusters Score -2091117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -2091116.625000 Penalty: 5008.865723
	Iteration 89Q: 3 clusters Score -2091117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -2091116.500000 Penalty: 5008.865723
	Iteration 90Q: 3 clusters Score -2091116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -2091116.500000 Penalty: 5008.865723
	Iteration 91F: 3 clusters Score -2091116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Entering Unmasked Estep 
Score: -1174582.125000 Penalty: 2391.520020
	Iteration 0F: 2 clusters Score -1174582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1163443.875000 Penalty: 4783.040039
	Iteration 0F: 3 clusters Score -1163444 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1167329.750000 Penalty: 4783.040039
	Iteration 1F: 3 clusters Score -1167330 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1168084.000000 Penalty: 4783.040039
	Iteration 2F: 3 clusters Score -1168084 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1168826.875000 Penalty: 4783.040039
	Iteration 3F: 3 clusters Score -1168827 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1169652.625000 Penalty: 4783.040039
	Iteration 4F: 3 clusters Score -1169653 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1170492.500000 Penalty: 4783.040039
	Iteration 5F: 3 clusters Score -1170492 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1171226.750000 Penalty: 4783.040039
	Iteration 6F: 3 clusters Score -1171227 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1171768.000000 Penalty: 4783.040039
	Iteration 7F: 3 clusters Score -1171768 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1172121.875000 Penalty: 4783.040039
	Iteration 8Q: 3 clusters Score -1172122 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1172353.500000 Penalty: 4783.040039
	Iteration 9Q: 3 clusters Score -1172354 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1172502.750000 Penalty: 4783.040039
	Iteration 10Q: 3 clusters Score -1172503 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1172609.125000 Penalty: 4783.040039
	Iteration 11Q: 3 clusters Score -1172609 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1172687.875000 Penalty: 4783.040039
	Iteration 12Q: 3 clusters Score -1172688 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1172746.250000 Penalty: 4783.040039
	Iteration 13Q: 3 clusters Score -1172746 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1172783.250000 Penalty: 4783.040039
	Iteration 14Q: 3 clusters Score -1172783 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1172815.750000 Penalty: 4783.040039
	Iteration 15Q: 3 clusters Score -1172816 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1172836.000000 Penalty: 4783.040039
	Iteration 16Q: 3 clusters Score -1172836 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1172845.125000 Penalty: 4783.040039
	Iteration 17Q: 3 clusters Score -1172845 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1172856.250000 Penalty: 4783.040039
	Iteration 18Q: 3 clusters Score -1172856 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1172862.750000 Penalty: 4783.040039
	Iteration 19Q: 3 clusters Score -1172863 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1172869.625000 Penalty: 4783.040039
	Iteration 20F: 3 clusters Score -1172870 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1172872.500000 Penalty: 4783.040039
	Iteration 21Q: 3 clusters Score -1172872 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1172879.625000 Penalty: 4783.040039
	Iteration 22Q: 3 clusters Score -1172880 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1172883.125000 Penalty: 4783.040039
	Iteration 23Q: 3 clusters Score -1172883 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1172894.000000 Penalty: 4783.040039
	Iteration 24Q: 3 clusters Score -1172894 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1172899.375000 Penalty: 4783.040039
	Iteration 25Q: 3 clusters Score -1172899 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1172903.625000 Penalty: 4783.040039
	Iteration 26Q: 3 clusters Score -1172904 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1172908.375000 Penalty: 4783.040039
	Iteration 27Q: 3 clusters Score -1172908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1172911.125000 Penalty: 4783.040039
	Iteration 28Q: 3 clusters Score -1172911 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1172915.000000 Penalty: 4783.040039
	Iteration 29Q: 3 clusters Score -1172915 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1172917.125000 Penalty: 4783.040039
	Iteration 30Q: 3 clusters Score -1172917 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1172923.375000 Penalty: 4783.040039
	Iteration 31Q: 3 clusters Score -1172923 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1172932.375000 Penalty: 4783.040039
	Iteration 32Q: 3 clusters Score -1172932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1172936.875000 Penalty: 4783.040039
	Iteration 33Q: 3 clusters Score -1172937 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1172948.250000 Penalty: 4783.040039
	Iteration 34Q: 3 clusters Score -1172948 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1172954.875000 Penalty: 4783.040039
	Iteration 35Q: 3 clusters Score -1172955 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1172960.750000 Penalty: 4783.040039
	Iteration 36Q: 3 clusters Score -1172961 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1172972.500000 Penalty: 4783.040039
	Iteration 37Q: 3 clusters Score -1172972 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1172987.375000 Penalty: 4783.040039
	Iteration 38Q: 3 clusters Score -1172987 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1172994.000000 Penalty: 4783.040039
	Iteration 39Q: 3 clusters Score -1172994 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1172999.750000 Penalty: 4783.040039
	Iteration 40F: 3 clusters Score -1173000 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1173010.125000 Penalty: 4783.040039
	Iteration 41Q: 3 clusters Score -1173010 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1173013.000000 Penalty: 4783.040039
	Iteration 42Q: 3 clusters Score -1173013 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1173021.750000 Penalty: 4783.040039
	Iteration 43Q: 3 clusters Score -1173022 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1173027.875000 Penalty: 4783.040039
	Iteration 44Q: 3 clusters Score -1173028 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1173038.625000 Penalty: 4783.040039
	Iteration 45Q: 3 clusters Score -1173039 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1173046.375000 Penalty: 4783.040039
	Iteration 46Q: 3 clusters Score -1173046 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1173053.625000 Penalty: 4783.040039
	Iteration 47Q: 3 clusters Score -1173054 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1173066.875000 Penalty: 4783.040039
	Iteration 48Q: 3 clusters Score -1173067 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1173076.000000 Penalty: 4783.040039
	Iteration 49Q: 3 clusters Score -1173076 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1173080.250000 Penalty: 4783.040039
	Iteration 50Q: 3 clusters Score -1173080 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1173089.375000 Penalty: 4783.040039
	Iteration 51Q: 3 clusters Score -1173089 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1173102.750000 Penalty: 4783.040039
	Iteration 52Q: 3 clusters Score -1173103 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1173106.625000 Penalty: 4783.040039
	Iteration 53Q: 3 clusters Score -1173107 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1173106.375000 Penalty: 4783.040039
	Iteration 54Q: 3 clusters Score -1173106 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1173117.250000 Penalty: 4783.040039
	Iteration 55Q: 3 clusters Score -1173117 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1173126.750000 Penalty: 4783.040039
	Iteration 56Q: 3 clusters Score -1173127 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1173129.500000 Penalty: 4783.040039
	Iteration 57Q: 3 clusters Score -1173130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1173133.750000 Penalty: 4783.040039
	Iteration 58Q: 3 clusters Score -1173134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1173139.625000 Penalty: 4783.040039
	Iteration 59Q: 3 clusters Score -1173140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1173141.750000 Penalty: 4783.040039
	Iteration 60F: 3 clusters Score -1173142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1173141.625000 Penalty: 4783.040039
	Iteration 61Q: 3 clusters Score -1173142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1173137.875000 Penalty: 4783.040039
	Iteration 62Q: 3 clusters Score -1173138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1173141.125000 Penalty: 4783.040039
	Iteration 63Q: 3 clusters Score -1173141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1173143.125000 Penalty: 4783.040039
	Iteration 64Q: 3 clusters Score -1173143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1173143.875000 Penalty: 4783.040039
	Iteration 65Q: 3 clusters Score -1173144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1173143.125000 Penalty: 4783.040039
	Iteration 66Q: 3 clusters Score -1173143 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1173147.500000 Penalty: 4783.040039
	Iteration 67Q: 3 clusters Score -1173148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1173155.375000 Penalty: 4783.040039
	Iteration 68Q: 3 clusters Score -1173155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1173155.250000 Penalty: 4783.040039
	Iteration 69Q: 3 clusters Score -1173155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1173158.875000 Penalty: 4783.040039
	Iteration 70Q: 3 clusters Score -1173159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1173162.500000 Penalty: 4783.040039
	Iteration 71Q: 3 clusters Score -1173162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1173165.375000 Penalty: 4783.040039
	Iteration 72Q: 3 clusters Score -1173165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1173166.875000 Penalty: 4783.040039
	Iteration 73Q: 3 clusters Score -1173167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1173164.750000 Penalty: 4783.040039
	Iteration 74Q: 3 clusters Score -1173165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1173167.875000 Penalty: 4783.040039
	Iteration 75Q: 3 clusters Score -1173168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1173170.375000 Penalty: 4783.040039
	Iteration 76Q: 3 clusters Score -1173170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1173172.125000 Penalty: 4783.040039
	Iteration 77Q: 3 clusters Score -1173172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1173175.000000 Penalty: 4783.040039
	Iteration 78Q: 3 clusters Score -1173175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1173174.875000 Penalty: 4783.040039
	Iteration 79Q: 3 clusters Score -1173175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1173176.875000 Penalty: 4783.040039
	Iteration 80F: 3 clusters Score -1173177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1173173.625000 Penalty: 4783.040039
	Iteration 81Q: 3 clusters Score -1173174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1173176.000000 Penalty: 4783.040039
	Iteration 82Q: 3 clusters Score -1173176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1173179.750000 Penalty: 4783.040039
	Iteration 83Q: 3 clusters Score -1173180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1173179.125000 Penalty: 4783.040039
	Iteration 84Q: 3 clusters Score -1173179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1173181.625000 Penalty: 4783.040039
	Iteration 85Q: 3 clusters Score -1173182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1173181.000000 Penalty: 4783.040039
	Iteration 86Q: 3 clusters Score -1173181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1173180.250000 Penalty: 4783.040039
	Iteration 87Q: 3 clusters Score -1173180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1173181.000000 Penalty: 4783.040039
	Iteration 88Q: 3 clusters Score -1173181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1173182.625000 Penalty: 4783.040039
	Iteration 89Q: 3 clusters Score -1173183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1173186.250000 Penalty: 4783.040039
	Iteration 90Q: 3 clusters Score -1173186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1173184.750000 Penalty: 4783.040039
	Iteration 91Q: 3 clusters Score -1173185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1173185.375000 Penalty: 4783.040039
	Iteration 92Q: 3 clusters Score -1173185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1173186.000000 Penalty: 4783.040039
	Iteration 93Q: 3 clusters Score -1173186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1173185.500000 Penalty: 4783.040039
	Iteration 94Q: 3 clusters Score -1173186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1173184.750000 Penalty: 4783.040039
	Iteration 95Q: 3 clusters Score -1173185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1173189.875000 Penalty: 4783.040039
	Iteration 96Q: 3 clusters Score -1173190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1173189.625000 Penalty: 4783.040039
	Iteration 97Q: 3 clusters Score -1173190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1173187.250000 Penalty: 4783.040039
	Iteration 98Q: 3 clusters Score -1173187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1173187.375000 Penalty: 4783.040039
	Iteration 99Q: 3 clusters Score -1173187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1173190.250000 Penalty: 4783.040039
	Iteration 100F: 3 clusters Score -1173190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1173190.375000 Penalty: 4783.040039
	Iteration 101Q: 3 clusters Score -1173190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1173190.000000 Penalty: 4783.040039
	Iteration 102Q: 3 clusters Score -1173190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1173191.625000 Penalty: 4783.040039
	Iteration 103Q: 3 clusters Score -1173192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1173190.750000 Penalty: 4783.040039
	Iteration 104Q: 3 clusters Score -1173191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1173191.750000 Penalty: 4783.040039
	Iteration 105Q: 3 clusters Score -1173192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1173191.750000 Penalty: 4783.040039
	Iteration 106Q: 3 clusters Score -1173192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1173195.000000 Penalty: 4783.040039
	Iteration 107Q: 3 clusters Score -1173195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1173194.625000 Penalty: 4783.040039
	Iteration 108Q: 3 clusters Score -1173195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1173192.000000 Penalty: 4783.040039
	Iteration 109Q: 3 clusters Score -1173192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1173193.250000 Penalty: 4783.040039
	Iteration 110Q: 3 clusters Score -1173193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1173196.125000 Penalty: 4783.040039
	Iteration 111Q: 3 clusters Score -1173196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1173197.000000 Penalty: 4783.040039
	Iteration 112Q: 3 clusters Score -1173197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1173195.875000 Penalty: 4783.040039
	Iteration 113Q: 3 clusters Score -1173196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1173201.375000 Penalty: 4783.040039
	Iteration 114Q: 3 clusters Score -1173201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1173203.250000 Penalty: 4783.040039
	Iteration 115Q: 3 clusters Score -1173203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1173204.750000 Penalty: 4783.040039
	Iteration 116Q: 3 clusters Score -1173205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1173203.125000 Penalty: 4783.040039
	Iteration 117Q: 3 clusters Score -1173203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1173203.500000 Penalty: 4783.040039
	Iteration 118Q: 3 clusters Score -1173204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1173202.625000 Penalty: 4783.040039
	Iteration 119Q: 3 clusters Score -1173203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1173203.125000 Penalty: 4783.040039
	Iteration 120F: 3 clusters Score -1173203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1173201.250000 Penalty: 4783.040039
	Iteration 121Q: 3 clusters Score -1173201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1173203.125000 Penalty: 4783.040039
	Iteration 122Q: 3 clusters Score -1173203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1173202.875000 Penalty: 4783.040039
	Iteration 123Q: 3 clusters Score -1173203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1173202.875000 Penalty: 4783.040039
	Iteration 124F: 3 clusters Score -1173203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -31366.855469 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -31366.86 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 184 members 
Entering Unmasked Estep 
Score: -30073.289062 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -30073.29 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30249.021484 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -30249.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30307.460938 Penalty: 2912.570557
	Iteration 2Q: 3 clusters Score -30307.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -30321.486328 Penalty: 2912.570557
	Iteration 3Q: 3 clusters Score -30321.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30325.312500 Penalty: 2912.570557
	Iteration 4Q: 3 clusters Score -30325.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30327.746094 Penalty: 2912.570557
	Iteration 5Q: 3 clusters Score -30327.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30332.468750 Penalty: 2912.570557
	Iteration 6Q: 3 clusters Score -30332.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30334.232422 Penalty: 2912.570557
	Iteration 7Q: 3 clusters Score -30334.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30334.232422 Penalty: 2912.570557
	Iteration 8F: 3 clusters Score -30334.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -46276.632812 Penalty: 1558.002075
	Iteration 0F: 2 clusters Score -46276.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -44779.757812 Penalty: 3116.004150
	Iteration 0F: 3 clusters Score -44779.76 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45195.855469 Penalty: 3116.004150
	Iteration 1F: 3 clusters Score -45195.86 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -45422.691406 Penalty: 3116.004150
	Iteration 2F: 3 clusters Score -45422.69 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -45611.988281 Penalty: 3116.004150
	Iteration 3F: 3 clusters Score -45611.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -45746.375000 Penalty: 3116.004150
	Iteration 4Q: 3 clusters Score -45746.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45815.992188 Penalty: 3116.004150
	Iteration 5Q: 3 clusters Score -45815.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -45855.539062 Penalty: 3116.004150
	Iteration 6Q: 3 clusters Score -45855.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45895.257812 Penalty: 3116.004150
	Iteration 7Q: 3 clusters Score -45895.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45952.113281 Penalty: 3116.004150
	Iteration 8Q: 3 clusters Score -45952.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46029.371094 Penalty: 3116.004150
	Iteration 9Q: 3 clusters Score -46029.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46061.796875 Penalty: 3116.004150
	Iteration 10Q: 3 clusters Score -46061.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -46068.812500 Penalty: 3116.004150
	Iteration 11Q: 3 clusters Score -46068.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -46068.812500 Penalty: 3116.004150
	Iteration 12F: 3 clusters Score -46068.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Entering Unmasked Estep 
Score: -1024669.875000 Penalty: 2273.704590
	Iteration 0F: 2 clusters Score -1024670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1017305.500000 Penalty: 4547.409180
	Iteration 0F: 3 clusters Score -1017306 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1019662.062500 Penalty: 4547.409180
	Iteration 1F: 3 clusters Score -1019662 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1020146.812500 Penalty: 4547.409180
	Iteration 2F: 3 clusters Score -1020147 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1020530.625000 Penalty: 4547.409180
	Iteration 3F: 3 clusters Score -1020531 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1020849.687500 Penalty: 4547.409180
	Iteration 4F: 3 clusters Score -1020850 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1021127.062500 Penalty: 4547.409180
	Iteration 5F: 3 clusters Score -1021127 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1021377.937500 Penalty: 4547.409180
	Iteration 6Q: 3 clusters Score -1021378 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1021618.125000 Penalty: 4547.409180
	Iteration 7Q: 3 clusters Score -1021618 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1021831.937500 Penalty: 4547.409180
	Iteration 8Q: 3 clusters Score -1021832 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1022005.437500 Penalty: 4547.409180
	Iteration 9Q: 3 clusters Score -1022005 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1022155.625000 Penalty: 4547.409180
	Iteration 10Q: 3 clusters Score -1022156 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1022291.562500 Penalty: 4547.409180
	Iteration 11Q: 3 clusters Score -1022292 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1022426.812500 Penalty: 4547.409180
	Iteration 12Q: 3 clusters Score -1022427 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1022567.500000 Penalty: 4547.409180
	Iteration 13Q: 3 clusters Score -1022568 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1022688.562500 Penalty: 4547.409180
	Iteration 14Q: 3 clusters Score -1022689 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1022792.562500 Penalty: 4547.409180
	Iteration 15Q: 3 clusters Score -1022793 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1022894.875000 Penalty: 4547.409180
	Iteration 16Q: 3 clusters Score -1022895 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1022989.562500 Penalty: 4547.409180
	Iteration 17Q: 3 clusters Score -1022990 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1023064.687500 Penalty: 4547.409180
	Iteration 18Q: 3 clusters Score -1023065 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1023131.875000 Penalty: 4547.409180
	Iteration 19Q: 3 clusters Score -1023132 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1023208.437500 Penalty: 4547.409180
	Iteration 20F: 3 clusters Score -1023208 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1023256.937500 Penalty: 4547.409180
	Iteration 21Q: 3 clusters Score -1023257 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1023302.562500 Penalty: 4547.409180
	Iteration 22Q: 3 clusters Score -1023303 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1023335.812500 Penalty: 4547.409180
	Iteration 23Q: 3 clusters Score -1023336 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1023374.312500 Penalty: 4547.409180
	Iteration 24Q: 3 clusters Score -1023374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1023389.812500 Penalty: 4547.409180
	Iteration 25Q: 3 clusters Score -1023390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1023406.187500 Penalty: 4547.409180
	Iteration 26Q: 3 clusters Score -1023406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1023418.062500 Penalty: 4547.409180
	Iteration 27Q: 3 clusters Score -1023418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1023422.812500 Penalty: 4547.409180
	Iteration 28Q: 3 clusters Score -1023423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1023429.812500 Penalty: 4547.409180
	Iteration 29Q: 3 clusters Score -1023430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1023431.687500 Penalty: 4547.409180
	Iteration 30Q: 3 clusters Score -1023432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1023435.375000 Penalty: 4547.409180
	Iteration 31Q: 3 clusters Score -1023435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1023437.125000 Penalty: 4547.409180
	Iteration 32Q: 3 clusters Score -1023437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1023437.625000 Penalty: 4547.409180
	Iteration 33Q: 3 clusters Score -1023438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1023436.687500 Penalty: 4547.409180
	Iteration 34Q: 3 clusters Score -1023437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1023436.375000 Penalty: 4547.409180
	Iteration 35Q: 3 clusters Score -1023436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1023436.375000 Penalty: 4547.409180
	Iteration 36F: 3 clusters Score -1023436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (30637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Entering Unmasked Estep 
Score: -3346704.750000 Penalty: 2561.831055
	Iteration 0F: 2 clusters Score -3346705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -3325631.500000 Penalty: 5123.662109
	Iteration 0F: 3 clusters Score -3325632 nChanged 13839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -3332965.750000 Penalty: 5123.662109
	Iteration 1F: 3 clusters Score -3332966 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -3333474.250000 Penalty: 5123.662109
	Iteration 2Q: 3 clusters Score -3333474 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -3333908.250000 Penalty: 5123.662109
	Iteration 3Q: 3 clusters Score -3333908 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -3334275.500000 Penalty: 5123.662109
	Iteration 4Q: 3 clusters Score -3334276 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -3334649.000000 Penalty: 5123.662109
	Iteration 5Q: 3 clusters Score -3334649 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -3335039.000000 Penalty: 5123.662109
	Iteration 6Q: 3 clusters Score -3335039 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -3335480.750000 Penalty: 5123.662109
	Iteration 7Q: 3 clusters Score -3335481 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -3336044.000000 Penalty: 5123.662109
	Iteration 8Q: 3 clusters Score -3336044 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -3336735.750000 Penalty: 5123.662109
	Iteration 9Q: 3 clusters Score -3336736 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -3337692.000000 Penalty: 5123.662109
	Iteration 10Q: 3 clusters Score -3337692 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -3338842.750000 Penalty: 5123.662109
	Iteration 11F: 3 clusters Score -3338843 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -3339981.000000 Penalty: 5123.662109
	Iteration 12Q: 3 clusters Score -3339981 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -3340964.500000 Penalty: 5123.662109
	Iteration 13Q: 3 clusters Score -3340964 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -3341696.500000 Penalty: 5123.662109
	Iteration 14Q: 3 clusters Score -3341696 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -3342269.500000 Penalty: 5123.662109
	Iteration 15Q: 3 clusters Score -3342270 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -3342690.750000 Penalty: 5123.662109
	Iteration 16Q: 3 clusters Score -3342691 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -3343027.750000 Penalty: 5123.662109
	Iteration 17Q: 3 clusters Score -3343028 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -3343313.250000 Penalty: 5123.662109
	Iteration 18Q: 3 clusters Score -3343313 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -3343614.750000 Penalty: 5123.662109
	Iteration 19Q: 3 clusters Score -3343615 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -3343889.250000 Penalty: 5123.662109
	Iteration 20F: 3 clusters Score -3343889 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -3344126.750000 Penalty: 5123.662109
	Iteration 21Q: 3 clusters Score -3344127 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -3344305.500000 Penalty: 5123.662109
	Iteration 22Q: 3 clusters Score -3344306 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -3344450.000000 Penalty: 5123.662109
	Iteration 23Q: 3 clusters Score -3344450 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -3344531.000000 Penalty: 5123.662109
	Iteration 24Q: 3 clusters Score -3344531 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -3344651.250000 Penalty: 5123.662109
	Iteration 25Q: 3 clusters Score -3344651 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -3344744.250000 Penalty: 5123.662109
	Iteration 26Q: 3 clusters Score -3344744 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -3344851.750000 Penalty: 5123.662109
	Iteration 27Q: 3 clusters Score -3344852 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -3344953.500000 Penalty: 5123.662109
	Iteration 28Q: 3 clusters Score -3344954 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -3345054.000000 Penalty: 5123.662109
	Iteration 29Q: 3 clusters Score -3345054 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -3345151.000000 Penalty: 5123.662109
	Iteration 30Q: 3 clusters Score -3345151 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -3345246.250000 Penalty: 5123.662109
	Iteration 31Q: 3 clusters Score -3345246 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -3345344.750000 Penalty: 5123.662109
	Iteration 32Q: 3 clusters Score -3345345 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -3345470.250000 Penalty: 5123.662109
	Iteration 33Q: 3 clusters Score -3345470 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -3345618.250000 Penalty: 5123.662109
	Iteration 34Q: 3 clusters Score -3345618 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -3345795.000000 Penalty: 5123.662109
	Iteration 35Q: 3 clusters Score -3345795 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -3345950.250000 Penalty: 5123.662109
	Iteration 36Q: 3 clusters Score -3345950 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -3346123.500000 Penalty: 5123.662109
	Iteration 37Q: 3 clusters Score -3346124 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -3346300.500000 Penalty: 5123.662109
	Iteration 38Q: 3 clusters Score -3346300 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -3346447.500000 Penalty: 5123.662109
	Iteration 39Q: 3 clusters Score -3346448 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -3346676.250000 Penalty: 5123.662109
	Iteration 40F: 3 clusters Score -3346676 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -3346815.250000 Penalty: 5123.662109
	Iteration 41Q: 3 clusters Score -3346815 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -3346971.500000 Penalty: 5123.662109
	Iteration 42Q: 3 clusters Score -3346972 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -3347078.750000 Penalty: 5123.662109
	Iteration 43Q: 3 clusters Score -3347079 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -3347155.250000 Penalty: 5123.662109
	Iteration 44Q: 3 clusters Score -3347155 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -3347199.250000 Penalty: 5123.662109
	Iteration 45Q: 3 clusters Score -3347199 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -3347241.500000 Penalty: 5123.662109
	Iteration 46Q: 3 clusters Score -3347242 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -3347268.750000 Penalty: 5123.662109
	Iteration 47Q: 3 clusters Score -3347269 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -3347302.250000 Penalty: 5123.662109
	Iteration 48Q: 3 clusters Score -3347302 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -3347330.250000 Penalty: 5123.662109
	Iteration 49Q: 3 clusters Score -3347330 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -3347332.750000 Penalty: 5123.662109
	Iteration 50Q: 3 clusters Score -3347333 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -3347332.000000 Penalty: 5123.662109
	Iteration 51Q: 3 clusters Score -3347332 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -3347336.500000 Penalty: 5123.662109
	Iteration 52Q: 3 clusters Score -3347336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -3347336.250000 Penalty: 5123.662109
	Iteration 53Q: 3 clusters Score -3347336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -3347337.250000 Penalty: 5123.662109
	Iteration 54Q: 3 clusters Score -3347337 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -3347342.250000 Penalty: 5123.662109
	Iteration 55Q: 3 clusters Score -3347342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -3347347.250000 Penalty: 5123.662109
	Iteration 56Q: 3 clusters Score -3347347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -3347347.500000 Penalty: 5123.662109
	Iteration 57Q: 3 clusters Score -3347348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -3347348.250000 Penalty: 5123.662109
	Iteration 58Q: 3 clusters Score -3347348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -3347344.000000 Penalty: 5123.662109
	Iteration 59Q: 3 clusters Score -3347344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -3347351.750000 Penalty: 5123.662109
	Iteration 60F: 3 clusters Score -3347352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -3347355.750000 Penalty: 5123.662109
	Iteration 61Q: 3 clusters Score -3347356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -3347349.250000 Penalty: 5123.662109
	Iteration 62Q: 3 clusters Score -3347349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -3347351.750000 Penalty: 5123.662109
	Iteration 63Q: 3 clusters Score -3347352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -3347351.750000 Penalty: 5123.662109
	Iteration 64F: 3 clusters Score -3347352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 55449 members 
Mstep: Class 5 contains 21911 members 
Mstep: Class 6 contains 8200 members 
Mstep: Class 7 contains 2982 members 
Mstep: Class 8 contains 6111 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90284 members 
Mstep: Class 11 contains 8129 members 
Mstep: Class 12 contains 32007 members 
Mstep: Class 13 contains 8949 members 
Mstep: Class 14 contains 3046 members 
Mstep: Class 15 contains 11982 members 
Mstep: Class 16 contains 17055 members 
Mstep: Class 17 contains 4734 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 25857 members 
Mstep: Class 20 contains 10864 members 
Mstep: Class 21 contains 27385 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 24307 members 
Mstep: Class 24 contains 15417 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9587 members 
Mstep: Class 28 contains 14272 members 
Mstep: Class 29 contains 6723 members 
Mstep: Class 30 contains 17671 members 
Mstep: Class 31 contains 17980 members 
Mstep: Class 32 contains 11198 members 
Mstep: Class 33 contains 6493 members 
Mstep: Class 34 contains 4481 members 
Mstep: Class 35 contains 16231 members 
Mstep: Class 36 contains 28907 members 
Mstep: Class 37 contains 18924 members 
Mstep: Class 38 contains 2166 members 
Mstep: Class 39 contains 12349 members 
Mstep: Class 40 contains 6543 members 
Mstep: Class 41 contains 16941 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16925 members 
Mstep: Class 44 contains 7733 members 
Mstep: Class 45 contains 5388 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 4764 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16225 members 
Mstep: Class 50 contains 16365 members 
Entering Unmasked Estep 
Score: -64743236.000000 Penalty: 165936.437500
Splitting cluster 28 changes total score from -64738248.000000 to -64743236.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 29 (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: -656927.250000 Penalty: 2185.695801
	Iteration 0F: 2 clusters Score -656927.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -651386.312500 Penalty: 4371.391602
	Iteration 0F: 3 clusters Score -651386.3 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -652938.875000 Penalty: 4371.391602
	Iteration 1F: 3 clusters Score -652938.9 nChanged 589
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: -653366.062500 Penalty: 4371.391602
	Iteration 2F: 3 clusters Score -653366.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -653755.562500 Penalty: 4371.391602
	Iteration 3F: 3 clusters Score -653755.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -654105.000000 Penalty: 4371.391602
	Iteration 4F: 3 clusters Score -654105 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -654387.312500 Penalty: 4371.391602
	Iteration 5F: 3 clusters Score -654387.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -654645.625000 Penalty: 4371.391602
	Iteration 6Q: 3 clusters Score -654645.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -654858.375000 Penalty: 4371.391602
	Iteration 7Q: 3 clusters Score -654858.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -655031.312500 Penalty: 4371.391602
	Iteration 8Q: 3 clusters Score -655031.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -655174.250000 Penalty: 4371.391602
	Iteration 9Q: 3 clusters Score -655174.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -655291.500000 Penalty: 4371.391602
	Iteration 10Q: 3 clusters Score -655291.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -655374.625000 Penalty: 4371.391602
	Iteration 11Q: 3 clusters Score -655374.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -655466.937500 Penalty: 4371.391602
	Iteration 12Q: 3 clusters Score -655466.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -655558.625000 Penalty: 4371.391602
	Iteration 13Q: 3 clusters Score -655558.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -655674.875000 Penalty: 4371.391602
	Iteration 14Q: 3 clusters Score -655674.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -655792.312500 Penalty: 4371.391602
	Iteration 15Q: 3 clusters Score -655792.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -655899.562500 Penalty: 4371.391602
	Iteration 16Q: 3 clusters Score -655899.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -656017.250000 Penalty: 4371.391602
	Iteration 17Q: 3 clusters Score -656017.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -656152.500000 Penalty: 4371.391602
	Iteration 18Q: 3 clusters Score -656152.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -656267.312500 Penalty: 4371.391602
	Iteration 19Q: 3 clusters Score -656267.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -656356.750000 Penalty: 4371.391602
	Iteration 20F: 3 clusters Score -656356.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -656419.437500 Penalty: 4371.391602
	Iteration 21Q: 3 clusters Score -656419.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -656476.187500 Penalty: 4371.391602
	Iteration 22Q: 3 clusters Score -656476.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -656513.750000 Penalty: 4371.391602
	Iteration 23Q: 3 clusters Score -656513.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -656548.500000 Penalty: 4371.391602
	Iteration 24Q: 3 clusters Score -656548.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -656569.000000 Penalty: 4371.391602
	Iteration 25Q: 3 clusters Score -656569 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -656584.875000 Penalty: 4371.391602
	Iteration 26Q: 3 clusters Score -656584.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -656595.437500 Penalty: 4371.391602
	Iteration 27Q: 3 clusters Score -656595.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -656600.062500 Penalty: 4371.391602
	Iteration 28Q: 3 clusters Score -656600.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -656604.937500 Penalty: 4371.391602
	Iteration 29Q: 3 clusters Score -656604.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -656606.437500 Penalty: 4371.391602
	Iteration 30Q: 3 clusters Score -656606.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -656607.875000 Penalty: 4371.391602
	Iteration 31Q: 3 clusters Score -656607.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -656608.437500 Penalty: 4371.391602
	Iteration 32Q: 3 clusters Score -656608.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -656608.625000 Penalty: 4371.391602
	Iteration 33Q: 3 clusters Score -656608.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -656608.562500 Penalty: 4371.391602
	Iteration 34Q: 3 clusters Score -656608.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -656610.062500 Penalty: 4371.391602
	Iteration 35Q: 3 clusters Score -656610.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -656611.187500 Penalty: 4371.391602
	Iteration 36Q: 3 clusters Score -656611.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -656611.687500 Penalty: 4371.391602
	Iteration 37Q: 3 clusters Score -656611.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -656610.750000 Penalty: 4371.391602
	Iteration 38Q: 3 clusters Score -656610.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -656611.937500 Penalty: 4371.391602
	Iteration 39Q: 3 clusters Score -656611.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -656611.875000 Penalty: 4371.391602
	Iteration 40F: 3 clusters Score -656611.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -656611.937500 Penalty: 4371.391602
	Iteration 41Q: 3 clusters Score -656611.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -656611.937500 Penalty: 4371.391602
	Iteration 42Q: 3 clusters Score -656611.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -656611.937500 Penalty: 4371.391602
	Iteration 43F: 3 clusters Score -656611.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (17671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Entering Unmasked Estep 
Score: -1683372.625000 Penalty: 2425.360596
	Iteration 0F: 2 clusters Score -1683373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1670885.000000 Penalty: 4850.721191
	Iteration 0F: 3 clusters Score -1670885 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1674929.375000 Penalty: 4850.721191
	Iteration 1F: 3 clusters Score -1674929 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1675420.750000 Penalty: 4850.721191
	Iteration 2F: 3 clusters Score -1675421 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1675875.625000 Penalty: 4850.721191
	Iteration 3F: 3 clusters Score -1675876 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1676366.625000 Penalty: 4850.721191
	Iteration 4F: 3 clusters Score -1676367 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1676878.625000 Penalty: 4850.721191
	Iteration 5Q: 3 clusters Score -1676879 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1677484.125000 Penalty: 4850.721191
	Iteration 6Q: 3 clusters Score -1677484 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1678162.125000 Penalty: 4850.721191
	Iteration 7F: 3 clusters Score -1678162 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1678829.000000 Penalty: 4850.721191
	Iteration 8F: 3 clusters Score -1678829 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1679401.875000 Penalty: 4850.721191
	Iteration 9Q: 3 clusters Score -1679402 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1679882.000000 Penalty: 4850.721191
	Iteration 10Q: 3 clusters Score -1679882 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1680215.375000 Penalty: 4850.721191
	Iteration 11Q: 3 clusters Score -1680215 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1680462.375000 Penalty: 4850.721191
	Iteration 12Q: 3 clusters Score -1680462 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1680660.750000 Penalty: 4850.721191
	Iteration 13Q: 3 clusters Score -1680661 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1680820.375000 Penalty: 4850.721191
	Iteration 14Q: 3 clusters Score -1680820 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1680940.000000 Penalty: 4850.721191
	Iteration 15Q: 3 clusters Score -1680940 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1681031.125000 Penalty: 4850.721191
	Iteration 16Q: 3 clusters Score -1681031 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1681106.625000 Penalty: 4850.721191
	Iteration 17Q: 3 clusters Score -1681107 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1681195.125000 Penalty: 4850.721191
	Iteration 18Q: 3 clusters Score -1681195 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1681246.125000 Penalty: 4850.721191
	Iteration 19Q: 3 clusters Score -1681246 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1681283.000000 Penalty: 4850.721191
	Iteration 20F: 3 clusters Score -1681283 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1681311.000000 Penalty: 4850.721191
	Iteration 21Q: 3 clusters Score -1681311 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1681336.625000 Penalty: 4850.721191
	Iteration 22Q: 3 clusters Score -1681337 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1681356.875000 Penalty: 4850.721191
	Iteration 23Q: 3 clusters Score -1681357 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1681374.875000 Penalty: 4850.721191
	Iteration 24Q: 3 clusters Score -1681375 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1681387.125000 Penalty: 4850.721191
	Iteration 25Q: 3 clusters Score -1681387 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1681384.500000 Penalty: 4850.721191
	Iteration 26Q: 3 clusters Score -1681384 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1681400.750000 Penalty: 4850.721191
	Iteration 27Q: 3 clusters Score -1681401 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1681399.875000 Penalty: 4850.721191
	Iteration 28Q: 3 clusters Score -1681400 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1681405.875000 Penalty: 4850.721191
	Iteration 29Q: 3 clusters Score -1681406 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1681414.625000 Penalty: 4850.721191
	Iteration 30Q: 3 clusters Score -1681415 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1681415.375000 Penalty: 4850.721191
	Iteration 31Q: 3 clusters Score -1681415 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1681419.625000 Penalty: 4850.721191
	Iteration 32Q: 3 clusters Score -1681420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1681426.125000 Penalty: 4850.721191
	Iteration 33Q: 3 clusters Score -1681426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1681432.625000 Penalty: 4850.721191
	Iteration 34Q: 3 clusters Score -1681433 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1681427.875000 Penalty: 4850.721191
	Iteration 35Q: 3 clusters Score -1681428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1681427.875000 Penalty: 4850.721191
	Iteration 36Q: 3 clusters Score -1681428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1681429.875000 Penalty: 4850.721191
	Iteration 37Q: 3 clusters Score -1681430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1681434.625000 Penalty: 4850.721191
	Iteration 38Q: 3 clusters Score -1681435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1681433.375000 Penalty: 4850.721191
	Iteration 39Q: 3 clusters Score -1681433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1681435.625000 Penalty: 4850.721191
	Iteration 40F: 3 clusters Score -1681436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1681435.250000 Penalty: 4850.721191
	Iteration 41Q: 3 clusters Score -1681435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1681434.750000 Penalty: 4850.721191
	Iteration 42Q: 3 clusters Score -1681435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1681435.750000 Penalty: 4850.721191
	Iteration 43Q: 3 clusters Score -1681436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1681437.875000 Penalty: 4850.721191
	Iteration 44Q: 3 clusters Score -1681438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1681437.500000 Penalty: 4850.721191
	Iteration 45Q: 3 clusters Score -1681438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1681440.125000 Penalty: 4850.721191
	Iteration 46Q: 3 clusters Score -1681440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1681435.500000 Penalty: 4850.721191
	Iteration 47Q: 3 clusters Score -1681436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1681440.750000 Penalty: 4850.721191
	Iteration 48Q: 3 clusters Score -1681441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1681439.875000 Penalty: 4850.721191
	Iteration 49Q: 3 clusters Score -1681440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1681440.125000 Penalty: 4850.721191
	Iteration 50Q: 3 clusters Score -1681440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1681442.125000 Penalty: 4850.721191
	Iteration 51Q: 3 clusters Score -1681442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1681444.250000 Penalty: 4850.721191
	Iteration 52Q: 3 clusters Score -1681444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1681439.375000 Penalty: 4850.721191
	Iteration 53Q: 3 clusters Score -1681439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1681442.875000 Penalty: 4850.721191
	Iteration 54Q: 3 clusters Score -1681443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1681443.500000 Penalty: 4850.721191
	Iteration 55Q: 3 clusters Score -1681444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1681443.625000 Penalty: 4850.721191
	Iteration 56Q: 3 clusters Score -1681444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1681447.875000 Penalty: 4850.721191
	Iteration 57Q: 3 clusters Score -1681448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1681447.375000 Penalty: 4850.721191
	Iteration 58Q: 3 clusters Score -1681447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1681449.250000 Penalty: 4850.721191
	Iteration 59Q: 3 clusters Score -1681449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1681453.000000 Penalty: 4850.721191
	Iteration 60F: 3 clusters Score -1681453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1681453.500000 Penalty: 4850.721191
	Iteration 61Q: 3 clusters Score -1681454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1681451.625000 Penalty: 4850.721191
	Iteration 62Q: 3 clusters Score -1681452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1681452.750000 Penalty: 4850.721191
	Iteration 63Q: 3 clusters Score -1681453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1681454.375000 Penalty: 4850.721191
	Iteration 64Q: 3 clusters Score -1681454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1681452.250000 Penalty: 4850.721191
	Iteration 65Q: 3 clusters Score -1681452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1681445.250000 Penalty: 4850.721191
	Iteration 66Q: 3 clusters Score -1681445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1681447.625000 Penalty: 4850.721191
	Iteration 67Q: 3 clusters Score -1681448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1681451.000000 Penalty: 4850.721191
	Iteration 68Q: 3 clusters Score -1681451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1681452.125000 Penalty: 4850.721191
	Iteration 69Q: 3 clusters Score -1681452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1681453.625000 Penalty: 4850.721191
	Iteration 70Q: 3 clusters Score -1681454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1681458.875000 Penalty: 4850.721191
	Iteration 71Q: 3 clusters Score -1681459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1681456.000000 Penalty: 4850.721191
	Iteration 72Q: 3 clusters Score -1681456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1681456.000000 Penalty: 4850.721191
	Iteration 73Q: 3 clusters Score -1681456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1681463.625000 Penalty: 4850.721191
	Iteration 74Q: 3 clusters Score -1681464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1681463.875000 Penalty: 4850.721191
	Iteration 75Q: 3 clusters Score -1681464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1681464.375000 Penalty: 4850.721191
	Iteration 76Q: 3 clusters Score -1681464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1681468.250000 Penalty: 4850.721191
	Iteration 77Q: 3 clusters Score -1681468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1681467.000000 Penalty: 4850.721191
	Iteration 78Q: 3 clusters Score -1681467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1681468.750000 Penalty: 4850.721191
	Iteration 79Q: 3 clusters Score -1681469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1681471.000000 Penalty: 4850.721191
	Iteration 80F: 3 clusters Score -1681471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1681467.625000 Penalty: 4850.721191
	Iteration 81Q: 3 clusters Score -1681468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1681466.750000 Penalty: 4850.721191
	Iteration 82Q: 3 clusters Score -1681467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1681471.250000 Penalty: 4850.721191
	Iteration 83Q: 3 clusters Score -1681471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1681471.250000 Penalty: 4850.721191
	Iteration 84F: 3 clusters Score -1681471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Entering Unmasked Estep 
Score: -1924698.750000 Penalty: 2429.659668
	Iteration 0F: 2 clusters Score -1924699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1911941.500000 Penalty: 4859.319336
	Iteration 0F: 3 clusters Score -1911942 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1916153.125000 Penalty: 4859.319336
	Iteration 1F: 3 clusters Score -1916153 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1916581.000000 Penalty: 4859.319336
	Iteration 2F: 3 clusters Score -1916581 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1916968.125000 Penalty: 4859.319336
	Iteration 3Q: 3 clusters Score -1916968 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1917432.875000 Penalty: 4859.319336
	Iteration 4Q: 3 clusters Score -1917433 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1917957.375000 Penalty: 4859.319336
	Iteration 5Q: 3 clusters Score -1917957 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1918534.875000 Penalty: 4859.319336
	Iteration 6F: 3 clusters Score -1918535 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1919080.500000 Penalty: 4859.319336
	Iteration 7F: 3 clusters Score -1919080 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1919560.375000 Penalty: 4859.319336
	Iteration 8Q: 3 clusters Score -1919560 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1919980.250000 Penalty: 4859.319336
	Iteration 9Q: 3 clusters Score -1919980 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1920329.875000 Penalty: 4859.319336
	Iteration 10Q: 3 clusters Score -1920330 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1920646.125000 Penalty: 4859.319336
	Iteration 11Q: 3 clusters Score -1920646 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1920936.875000 Penalty: 4859.319336
	Iteration 12Q: 3 clusters Score -1920937 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1921191.250000 Penalty: 4859.319336
	Iteration 13Q: 3 clusters Score -1921191 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1921423.125000 Penalty: 4859.319336
	Iteration 14Q: 3 clusters Score -1921423 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1921642.500000 Penalty: 4859.319336
	Iteration 15Q: 3 clusters Score -1921642 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1921844.625000 Penalty: 4859.319336
	Iteration 16Q: 3 clusters Score -1921845 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1922021.500000 Penalty: 4859.319336
	Iteration 17Q: 3 clusters Score -1922022 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1922141.875000 Penalty: 4859.319336
	Iteration 18Q: 3 clusters Score -1922142 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1922239.750000 Penalty: 4859.319336
	Iteration 19Q: 3 clusters Score -1922240 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1922332.125000 Penalty: 4859.319336
	Iteration 20F: 3 clusters Score -1922332 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1922411.250000 Penalty: 4859.319336
	Iteration 21Q: 3 clusters Score -1922411 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1922484.750000 Penalty: 4859.319336
	Iteration 22Q: 3 clusters Score -1922485 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1922561.750000 Penalty: 4859.319336
	Iteration 23Q: 3 clusters Score -1922562 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1922672.125000 Penalty: 4859.319336
	Iteration 24Q: 3 clusters Score -1922672 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1922777.125000 Penalty: 4859.319336
	Iteration 25Q: 3 clusters Score -1922777 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1922842.250000 Penalty: 4859.319336
	Iteration 26Q: 3 clusters Score -1922842 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1922890.125000 Penalty: 4859.319336
	Iteration 27Q: 3 clusters Score -1922890 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1922920.500000 Penalty: 4859.319336
	Iteration 28Q: 3 clusters Score -1922920 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1922943.000000 Penalty: 4859.319336
	Iteration 29Q: 3 clusters Score -1922943 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1922950.750000 Penalty: 4859.319336
	Iteration 30Q: 3 clusters Score -1922951 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1922958.625000 Penalty: 4859.319336
	Iteration 31Q: 3 clusters Score -1922959 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1922965.500000 Penalty: 4859.319336
	Iteration 32Q: 3 clusters Score -1922966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1922972.125000 Penalty: 4859.319336
	Iteration 33Q: 3 clusters Score -1922972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1922978.625000 Penalty: 4859.319336
	Iteration 34Q: 3 clusters Score -1922979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1922979.250000 Penalty: 4859.319336
	Iteration 35Q: 3 clusters Score -1922979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1922977.375000 Penalty: 4859.319336
	Iteration 36Q: 3 clusters Score -1922977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1922984.250000 Penalty: 4859.319336
	Iteration 37Q: 3 clusters Score -1922984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1922989.375000 Penalty: 4859.319336
	Iteration 38Q: 3 clusters Score -1922989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1922984.875000 Penalty: 4859.319336
	Iteration 39Q: 3 clusters Score -1922985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1922983.500000 Penalty: 4859.319336
	Iteration 40F: 3 clusters Score -1922984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1922984.125000 Penalty: 4859.319336
	Iteration 41Q: 3 clusters Score -1922984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1922984.875000 Penalty: 4859.319336
	Iteration 42Q: 3 clusters Score -1922985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1922985.875000 Penalty: 4859.319336
	Iteration 43Q: 3 clusters Score -1922986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1922986.375000 Penalty: 4859.319336
	Iteration 44Q: 3 clusters Score -1922986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1922987.375000 Penalty: 4859.319336
	Iteration 45Q: 3 clusters Score -1922987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1922985.625000 Penalty: 4859.319336
	Iteration 46Q: 3 clusters Score -1922986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1922985.625000 Penalty: 4859.319336
	Iteration 47F: 3 clusters Score -1922986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Entering Unmasked Estep 
Score: -1138171.250000 Penalty: 2312.225586
	Iteration 0F: 2 clusters Score -1138171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1129731.000000 Penalty: 4624.451172
	Iteration 0F: 3 clusters Score -1129731 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1132396.125000 Penalty: 4624.451172
	Iteration 1F: 3 clusters Score -1132396 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1132803.500000 Penalty: 4624.451172
	Iteration 2F: 3 clusters Score -1132804 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1133169.750000 Penalty: 4624.451172
	Iteration 3F: 3 clusters Score -1133170 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1133535.375000 Penalty: 4624.451172
	Iteration 4F: 3 clusters Score -1133535 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1133841.125000 Penalty: 4624.451172
	Iteration 5Q: 3 clusters Score -1133841 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1134129.125000 Penalty: 4624.451172
	Iteration 6Q: 3 clusters Score -1134129 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1134368.625000 Penalty: 4624.451172
	Iteration 7Q: 3 clusters Score -1134369 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1134610.750000 Penalty: 4624.451172
	Iteration 8Q: 3 clusters Score -1134611 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1134824.000000 Penalty: 4624.451172
	Iteration 9Q: 3 clusters Score -1134824 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1135004.875000 Penalty: 4624.451172
	Iteration 10Q: 3 clusters Score -1135005 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1135132.125000 Penalty: 4624.451172
	Iteration 11Q: 3 clusters Score -1135132 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1135235.125000 Penalty: 4624.451172
	Iteration 12Q: 3 clusters Score -1135235 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1135318.625000 Penalty: 4624.451172
	Iteration 13Q: 3 clusters Score -1135319 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1135381.625000 Penalty: 4624.451172
	Iteration 14Q: 3 clusters Score -1135382 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1135437.375000 Penalty: 4624.451172
	Iteration 15Q: 3 clusters Score -1135437 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1135498.625000 Penalty: 4624.451172
	Iteration 16Q: 3 clusters Score -1135499 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1135558.750000 Penalty: 4624.451172
	Iteration 17Q: 3 clusters Score -1135559 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1135615.000000 Penalty: 4624.451172
	Iteration 18Q: 3 clusters Score -1135615 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1135669.625000 Penalty: 4624.451172
	Iteration 19Q: 3 clusters Score -1135670 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1135724.750000 Penalty: 4624.451172
	Iteration 20F: 3 clusters Score -1135725 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1135765.625000 Penalty: 4624.451172
	Iteration 21Q: 3 clusters Score -1135766 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1135795.750000 Penalty: 4624.451172
	Iteration 22Q: 3 clusters Score -1135796 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1135823.250000 Penalty: 4624.451172
	Iteration 23Q: 3 clusters Score -1135823 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1135845.875000 Penalty: 4624.451172
	Iteration 24Q: 3 clusters Score -1135846 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1135863.750000 Penalty: 4624.451172
	Iteration 25Q: 3 clusters Score -1135864 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1135890.875000 Penalty: 4624.451172
	Iteration 26Q: 3 clusters Score -1135891 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1135907.250000 Penalty: 4624.451172
	Iteration 27Q: 3 clusters Score -1135907 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1135932.125000 Penalty: 4624.451172
	Iteration 28Q: 3 clusters Score -1135932 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1135952.000000 Penalty: 4624.451172
	Iteration 29Q: 3 clusters Score -1135952 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1135975.500000 Penalty: 4624.451172
	Iteration 30Q: 3 clusters Score -1135976 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1136003.875000 Penalty: 4624.451172
	Iteration 31Q: 3 clusters Score -1136004 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1136027.875000 Penalty: 4624.451172
	Iteration 32Q: 3 clusters Score -1136028 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1136063.375000 Penalty: 4624.451172
	Iteration 33Q: 3 clusters Score -1136063 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1136096.625000 Penalty: 4624.451172
	Iteration 34Q: 3 clusters Score -1136097 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1136136.375000 Penalty: 4624.451172
	Iteration 35Q: 3 clusters Score -1136136 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1136166.375000 Penalty: 4624.451172
	Iteration 36Q: 3 clusters Score -1136166 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1136199.250000 Penalty: 4624.451172
	Iteration 37Q: 3 clusters Score -1136199 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1136235.250000 Penalty: 4624.451172
	Iteration 38Q: 3 clusters Score -1136235 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1136272.750000 Penalty: 4624.451172
	Iteration 39Q: 3 clusters Score -1136273 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1136305.875000 Penalty: 4624.451172
	Iteration 40F: 3 clusters Score -1136306 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1136340.250000 Penalty: 4624.451172
	Iteration 41Q: 3 clusters Score -1136340 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1136384.250000 Penalty: 4624.451172
	Iteration 42Q: 3 clusters Score -1136384 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1136421.125000 Penalty: 4624.451172
	Iteration 43Q: 3 clusters Score -1136421 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1136462.250000 Penalty: 4624.451172
	Iteration 44Q: 3 clusters Score -1136462 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1136500.375000 Penalty: 4624.451172
	Iteration 45Q: 3 clusters Score -1136500 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1136534.500000 Penalty: 4624.451172
	Iteration 46Q: 3 clusters Score -1136534 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1136558.875000 Penalty: 4624.451172
	Iteration 47Q: 3 clusters Score -1136559 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1136584.875000 Penalty: 4624.451172
	Iteration 48Q: 3 clusters Score -1136585 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1136608.625000 Penalty: 4624.451172
	Iteration 49Q: 3 clusters Score -1136609 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1136626.750000 Penalty: 4624.451172
	Iteration 50Q: 3 clusters Score -1136627 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1136641.750000 Penalty: 4624.451172
	Iteration 51Q: 3 clusters Score -1136642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1136648.875000 Penalty: 4624.451172
	Iteration 52Q: 3 clusters Score -1136649 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1136659.375000 Penalty: 4624.451172
	Iteration 53Q: 3 clusters Score -1136659 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1136667.375000 Penalty: 4624.451172
	Iteration 54Q: 3 clusters Score -1136667 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1136675.125000 Penalty: 4624.451172
	Iteration 55Q: 3 clusters Score -1136675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1136684.125000 Penalty: 4624.451172
	Iteration 56Q: 3 clusters Score -1136684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1136687.875000 Penalty: 4624.451172
	Iteration 57Q: 3 clusters Score -1136688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1136692.375000 Penalty: 4624.451172
	Iteration 58Q: 3 clusters Score -1136692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1136694.125000 Penalty: 4624.451172
	Iteration 59Q: 3 clusters Score -1136694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1136706.375000 Penalty: 4624.451172
	Iteration 60F: 3 clusters Score -1136706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1136713.250000 Penalty: 4624.451172
	Iteration 61Q: 3 clusters Score -1136713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1136714.375000 Penalty: 4624.451172
	Iteration 62Q: 3 clusters Score -1136714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1136717.500000 Penalty: 4624.451172
	Iteration 63Q: 3 clusters Score -1136718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1136723.625000 Penalty: 4624.451172
	Iteration 64Q: 3 clusters Score -1136724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1136732.000000 Penalty: 4624.451172
	Iteration 65Q: 3 clusters Score -1136732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1136740.500000 Penalty: 4624.451172
	Iteration 66Q: 3 clusters Score -1136740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1136747.000000 Penalty: 4624.451172
	Iteration 67Q: 3 clusters Score -1136747 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1136760.875000 Penalty: 4624.451172
	Iteration 68Q: 3 clusters Score -1136761 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1136776.125000 Penalty: 4624.451172
	Iteration 69Q: 3 clusters Score -1136776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1136787.750000 Penalty: 4624.451172
	Iteration 70Q: 3 clusters Score -1136788 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1136798.250000 Penalty: 4624.451172
	Iteration 71Q: 3 clusters Score -1136798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1136810.000000 Penalty: 4624.451172
	Iteration 72Q: 3 clusters Score -1136810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1136820.125000 Penalty: 4624.451172
	Iteration 73Q: 3 clusters Score -1136820 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1136839.500000 Penalty: 4624.451172
	Iteration 74Q: 3 clusters Score -1136840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1136852.375000 Penalty: 4624.451172
	Iteration 75Q: 3 clusters Score -1136852 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1136871.625000 Penalty: 4624.451172
	Iteration 76Q: 3 clusters Score -1136872 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1136889.875000 Penalty: 4624.451172
	Iteration 77Q: 3 clusters Score -1136890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1136908.875000 Penalty: 4624.451172
	Iteration 78Q: 3 clusters Score -1136909 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1136921.625000 Penalty: 4624.451172
	Iteration 79Q: 3 clusters Score -1136922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1136929.000000 Penalty: 4624.451172
	Iteration 80F: 3 clusters Score -1136929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1136934.125000 Penalty: 4624.451172
	Iteration 81Q: 3 clusters Score -1136934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1136938.500000 Penalty: 4624.451172
	Iteration 82Q: 3 clusters Score -1136938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1136945.125000 Penalty: 4624.451172
	Iteration 83Q: 3 clusters Score -1136945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1136950.250000 Penalty: 4624.451172
	Iteration 84Q: 3 clusters Score -1136950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1136951.875000 Penalty: 4624.451172
	Iteration 85Q: 3 clusters Score -1136952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1136954.125000 Penalty: 4624.451172
	Iteration 86Q: 3 clusters Score -1136954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1136954.125000 Penalty: 4624.451172
	Iteration 87F: 3 clusters Score -1136954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Entering Unmasked Estep 
Score: -709058.625000 Penalty: 2177.062988
	Iteration 0F: 2 clusters Score -709058.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -703678.875000 Penalty: 4354.125977
	Iteration 0F: 3 clusters Score -703678.9 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -705025.687500 Penalty: 4354.125977
	Iteration 1F: 3 clusters Score -705025.7 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -705258.125000 Penalty: 4354.125977
	Iteration 2F: 3 clusters Score -705258.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -705405.875000 Penalty: 4354.125977
	Iteration 3F: 3 clusters Score -705405.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -705502.250000 Penalty: 4354.125977
	Iteration 4Q: 3 clusters Score -705502.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -705574.187500 Penalty: 4354.125977
	Iteration 5Q: 3 clusters Score -705574.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -705627.812500 Penalty: 4354.125977
	Iteration 6Q: 3 clusters Score -705627.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -705667.125000 Penalty: 4354.125977
	Iteration 7Q: 3 clusters Score -705667.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -705702.000000 Penalty: 4354.125977
	Iteration 8Q: 3 clusters Score -705702 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -705735.625000 Penalty: 4354.125977
	Iteration 9Q: 3 clusters Score -705735.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -705764.062500 Penalty: 4354.125977
	Iteration 10Q: 3 clusters Score -705764.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -705786.562500 Penalty: 4354.125977
	Iteration 11Q: 3 clusters Score -705786.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -705809.875000 Penalty: 4354.125977
	Iteration 12Q: 3 clusters Score -705809.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -705838.062500 Penalty: 4354.125977
	Iteration 13Q: 3 clusters Score -705838.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -705873.750000 Penalty: 4354.125977
	Iteration 14Q: 3 clusters Score -705873.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -705910.437500 Penalty: 4354.125977
	Iteration 15Q: 3 clusters Score -705910.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -705953.125000 Penalty: 4354.125977
	Iteration 16Q: 3 clusters Score -705953.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -706008.437500 Penalty: 4354.125977
	Iteration 17Q: 3 clusters Score -706008.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -706077.062500 Penalty: 4354.125977
	Iteration 18Q: 3 clusters Score -706077.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -706163.812500 Penalty: 4354.125977
	Iteration 19Q: 3 clusters Score -706163.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -706284.500000 Penalty: 4354.125977
	Iteration 20F: 3 clusters Score -706284.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -706429.250000 Penalty: 4354.125977
	Iteration 21Q: 3 clusters Score -706429.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -706610.000000 Penalty: 4354.125977
	Iteration 22Q: 3 clusters Score -706610 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -706879.312500 Penalty: 4354.125977
	Iteration 23Q: 3 clusters Score -706879.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -707220.125000 Penalty: 4354.125977
	Iteration 24Q: 3 clusters Score -707220.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -707558.312500 Penalty: 4354.125977
	Iteration 25Q: 3 clusters Score -707558.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -707845.937500 Penalty: 4354.125977
	Iteration 26Q: 3 clusters Score -707845.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -708067.000000 Penalty: 4354.125977
	Iteration 27Q: 3 clusters Score -708067 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -708223.125000 Penalty: 4354.125977
	Iteration 28Q: 3 clusters Score -708223.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -708316.625000 Penalty: 4354.125977
	Iteration 29Q: 3 clusters Score -708316.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -708367.187500 Penalty: 4354.125977
	Iteration 30Q: 3 clusters Score -708367.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -708377.750000 Penalty: 4354.125977
	Iteration 31Q: 3 clusters Score -708377.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -708384.250000 Penalty: 4354.125977
	Iteration 32Q: 3 clusters Score -708384.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -708386.937500 Penalty: 4354.125977
	Iteration 33Q: 3 clusters Score -708386.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -708386.000000 Penalty: 4354.125977
	Iteration 34Q: 3 clusters Score -708386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -708386.000000 Penalty: 4354.125977
	Iteration 35F: 3 clusters Score -708386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Entering Unmasked Estep 
Score: -483208.531250 Penalty: 2085.085205
	Iteration 0F: 2 clusters Score -483208.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -478980.531250 Penalty: 4170.170410
	Iteration 0F: 3 clusters Score -478980.5 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -479978.593750 Penalty: 4170.170410
	Iteration 1F: 3 clusters Score -479978.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -480366.968750 Penalty: 4170.170410
	Iteration 2F: 3 clusters Score -480367 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -480800.468750 Penalty: 4170.170410
	Iteration 3F: 3 clusters Score -480800.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -481184.468750 Penalty: 4170.170410
	Iteration 4F: 3 clusters Score -481184.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -481418.187500 Penalty: 4170.170410
	Iteration 5F: 3 clusters Score -481418.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -481606.781250 Penalty: 4170.170410
	Iteration 6F: 3 clusters Score -481606.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -481735.312500 Penalty: 4170.170410
	Iteration 7Q: 3 clusters Score -481735.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -481829.437500 Penalty: 4170.170410
	Iteration 8Q: 3 clusters Score -481829.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -481902.750000 Penalty: 4170.170410
	Iteration 9Q: 3 clusters Score -481902.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -481955.187500 Penalty: 4170.170410
	Iteration 10Q: 3 clusters Score -481955.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -482003.875000 Penalty: 4170.170410
	Iteration 11Q: 3 clusters Score -482003.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -482057.281250 Penalty: 4170.170410
	Iteration 12Q: 3 clusters Score -482057.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -482107.656250 Penalty: 4170.170410
	Iteration 13Q: 3 clusters Score -482107.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -482140.843750 Penalty: 4170.170410
	Iteration 14Q: 3 clusters Score -482140.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -482159.781250 Penalty: 4170.170410
	Iteration 15Q: 3 clusters Score -482159.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -482169.468750 Penalty: 4170.170410
	Iteration 16Q: 3 clusters Score -482169.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -482178.250000 Penalty: 4170.170410
	Iteration 17Q: 3 clusters Score -482178.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -482186.093750 Penalty: 4170.170410
	Iteration 18Q: 3 clusters Score -482186.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -482190.781250 Penalty: 4170.170410
	Iteration 19Q: 3 clusters Score -482190.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -482194.718750 Penalty: 4170.170410
	Iteration 20F: 3 clusters Score -482194.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -482200.125000 Penalty: 4170.170410
	Iteration 21Q: 3 clusters Score -482200.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -482205.468750 Penalty: 4170.170410
	Iteration 22Q: 3 clusters Score -482205.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -482210.812500 Penalty: 4170.170410
	Iteration 23Q: 3 clusters Score -482210.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -482216.718750 Penalty: 4170.170410
	Iteration 24Q: 3 clusters Score -482216.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -482221.125000 Penalty: 4170.170410
	Iteration 25Q: 3 clusters Score -482221.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -482222.968750 Penalty: 4170.170410
	Iteration 26Q: 3 clusters Score -482223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -482222.968750 Penalty: 4170.170410
	Iteration 27F: 3 clusters Score -482223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (16231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Entering Unmasked Estep 
Score: -1739672.250000 Penalty: 2404.280273
	Iteration 0F: 2 clusters Score -1739672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1728071.625000 Penalty: 4808.560547
	Iteration 0F: 3 clusters Score -1728072 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1731756.625000 Penalty: 4808.560547
	Iteration 1F: 3 clusters Score -1731757 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1732188.625000 Penalty: 4808.560547
	Iteration 2F: 3 clusters Score -1732189 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1732643.625000 Penalty: 4808.560547
	Iteration 3F: 3 clusters Score -1732644 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1733082.250000 Penalty: 4808.560547
	Iteration 4F: 3 clusters Score -1733082 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1733512.500000 Penalty: 4808.560547
	Iteration 5Q: 3 clusters Score -1733512 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1733900.125000 Penalty: 4808.560547
	Iteration 6Q: 3 clusters Score -1733900 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1734243.625000 Penalty: 4808.560547
	Iteration 7Q: 3 clusters Score -1734244 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1734583.000000 Penalty: 4808.560547
	Iteration 8Q: 3 clusters Score -1734583 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1734926.125000 Penalty: 4808.560547
	Iteration 9Q: 3 clusters Score -1734926 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1735304.125000 Penalty: 4808.560547
	Iteration 10Q: 3 clusters Score -1735304 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1735781.125000 Penalty: 4808.560547
	Iteration 11Q: 3 clusters Score -1735781 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1736471.750000 Penalty: 4808.560547
	Iteration 12Q: 3 clusters Score -1736472 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1737375.500000 Penalty: 4808.560547
	Iteration 13Q: 3 clusters Score -1737376 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1738146.500000 Penalty: 4808.560547
	Iteration 14Q: 3 clusters Score -1738146 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1738593.125000 Penalty: 4808.560547
	Iteration 15Q: 3 clusters Score -1738593 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1738885.625000 Penalty: 4808.560547
	Iteration 16Q: 3 clusters Score -1738886 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1739136.250000 Penalty: 4808.560547
	Iteration 17Q: 3 clusters Score -1739136 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1739348.375000 Penalty: 4808.560547
	Iteration 18Q: 3 clusters Score -1739348 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1739505.000000 Penalty: 4808.560547
	Iteration 19Q: 3 clusters Score -1739505 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1739628.375000 Penalty: 4808.560547
	Iteration 20F: 3 clusters Score -1739628 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1739743.875000 Penalty: 4808.560547
	Iteration 21Q: 3 clusters Score -1739744 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1739850.375000 Penalty: 4808.560547
	Iteration 22Q: 3 clusters Score -1739850 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1739965.250000 Penalty: 4808.560547
	Iteration 23Q: 3 clusters Score -1739965 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1740113.375000 Penalty: 4808.560547
	Iteration 24Q: 3 clusters Score -1740113 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1740303.000000 Penalty: 4808.560547
	Iteration 25Q: 3 clusters Score -1740303 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1740524.125000 Penalty: 4808.560547
	Iteration 26Q: 3 clusters Score -1740524 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1740717.875000 Penalty: 4808.560547
	Iteration 27Q: 3 clusters Score -1740718 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1740861.375000 Penalty: 4808.560547
	Iteration 28Q: 3 clusters Score -1740861 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1740960.250000 Penalty: 4808.560547
	Iteration 29Q: 3 clusters Score -1740960 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1741005.250000 Penalty: 4808.560547
	Iteration 30Q: 3 clusters Score -1741005 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1741035.750000 Penalty: 4808.560547
	Iteration 31Q: 3 clusters Score -1741036 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1741047.625000 Penalty: 4808.560547
	Iteration 32Q: 3 clusters Score -1741048 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1741053.000000 Penalty: 4808.560547
	Iteration 33Q: 3 clusters Score -1741053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1741059.750000 Penalty: 4808.560547
	Iteration 34Q: 3 clusters Score -1741060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1741062.625000 Penalty: 4808.560547
	Iteration 35Q: 3 clusters Score -1741063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1741068.875000 Penalty: 4808.560547
	Iteration 36Q: 3 clusters Score -1741069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1741073.500000 Penalty: 4808.560547
	Iteration 37Q: 3 clusters Score -1741074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1741076.125000 Penalty: 4808.560547
	Iteration 38Q: 3 clusters Score -1741076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1741071.500000 Penalty: 4808.560547
	Iteration 39Q: 3 clusters Score -1741072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1741071.500000 Penalty: 4808.560547
	Iteration 40F: 3 clusters Score -1741072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1741072.500000 Penalty: 4808.560547
	Iteration 41Q: 3 clusters Score -1741072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1741071.000000 Penalty: 4808.560547
	Iteration 42Q: 3 clusters Score -1741071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1741070.500000 Penalty: 4808.560547
	Iteration 43Q: 3 clusters Score -1741070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1741069.375000 Penalty: 4808.560547
	Iteration 44Q: 3 clusters Score -1741069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1741069.625000 Penalty: 4808.560547
	Iteration 45Q: 3 clusters Score -1741070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1741073.250000 Penalty: 4808.560547
	Iteration 46Q: 3 clusters Score -1741073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1741072.250000 Penalty: 4808.560547
	Iteration 47Q: 3 clusters Score -1741072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1741074.000000 Penalty: 4808.560547
	Iteration 48Q: 3 clusters Score -1741074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1741071.625000 Penalty: 4808.560547
	Iteration 49Q: 3 clusters Score -1741072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1741073.250000 Penalty: 4808.560547
	Iteration 50Q: 3 clusters Score -1741073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1741074.625000 Penalty: 4808.560547
	Iteration 51Q: 3 clusters Score -1741075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1741074.750000 Penalty: 4808.560547
	Iteration 52Q: 3 clusters Score -1741075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1741074.750000 Penalty: 4808.560547
	Iteration 53F: 3 clusters Score -1741075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 55449 members 
Mstep: Class 5 contains 21911 members 
Mstep: Class 6 contains 8200 members 
Mstep: Class 7 contains 2982 members 
Mstep: Class 8 contains 6111 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90284 members 
Mstep: Class 11 contains 8129 members 
Mstep: Class 12 contains 32007 members 
Mstep: Class 13 contains 8949 members 
Mstep: Class 14 contains 3046 members 
Mstep: Class 15 contains 11982 members 
Mstep: Class 16 contains 17055 members 
Mstep: Class 17 contains 4734 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 25857 members 
Mstep: Class 20 contains 10864 members 
Mstep: Class 21 contains 27385 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 24307 members 
Mstep: Class 24 contains 15417 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9587 members 
Mstep: Class 28 contains 14272 members 
Mstep: Class 29 contains 6723 members 
Mstep: Class 30 contains 17671 members 
Mstep: Class 31 contains 17980 members 
Mstep: Class 32 contains 11198 members 
Mstep: Class 33 contains 6493 members 
Mstep: Class 34 contains 4481 members 
Mstep: Class 35 contains 12535 members 
Mstep: Class 36 contains 28907 members 
Mstep: Class 37 contains 18924 members 
Mstep: Class 38 contains 2166 members 
Mstep: Class 39 contains 12349 members 
Mstep: Class 40 contains 6543 members 
Mstep: Class 41 contains 16941 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16925 members 
Mstep: Class 44 contains 7733 members 
Mstep: Class 45 contains 5388 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 4764 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16225 members 
Mstep: Class 50 contains 16365 members 
Mstep: Class 51 contains 3696 members 
Entering Unmasked Estep 
Score: -64743656.000000 Penalty: 169255.156250
Splitting cluster 35 changes total score from -64738248.000000 to -64743656.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 36 (28907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Entering Unmasked Estep 
Score: -3165168.000000 Penalty: 2547.416016
	Iteration 0F: 2 clusters Score -3165168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -3145175.500000 Penalty: 5094.832031
	Iteration 0F: 3 clusters Score -3145176 nChanged 13186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -3152349.000000 Penalty: 5094.832031
	Iteration 1F: 3 clusters Score -3152349 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -3152988.500000 Penalty: 5094.832031
	Iteration 2F: 3 clusters Score -3152988 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -3153631.000000 Penalty: 5094.832031
	Iteration 3F: 3 clusters Score -3153631 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -3154243.250000 Penalty: 5094.832031
	Iteration 4F: 3 clusters Score -3154243 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -3154853.250000 Penalty: 5094.832031
	Iteration 5Q: 3 clusters Score -3154853 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -3155368.750000 Penalty: 5094.832031
	Iteration 6Q: 3 clusters Score -3155369 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -3155786.000000 Penalty: 5094.832031
	Iteration 7Q: 3 clusters Score -3155786 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -3156104.000000 Penalty: 5094.832031
	Iteration 8Q: 3 clusters Score -3156104 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -3156359.250000 Penalty: 5094.832031
	Iteration 9Q: 3 clusters Score -3156359 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -3156580.750000 Penalty: 5094.832031
	Iteration 10Q: 3 clusters Score -3156581 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -3156734.750000 Penalty: 5094.832031
	Iteration 11Q: 3 clusters Score -3156735 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -3156901.000000 Penalty: 5094.832031
	Iteration 12Q: 3 clusters Score -3156901 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -3157021.250000 Penalty: 5094.832031
	Iteration 13Q: 3 clusters Score -3157021 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -3157133.250000 Penalty: 5094.832031
	Iteration 14Q: 3 clusters Score -3157133 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -3157224.250000 Penalty: 5094.832031
	Iteration 15Q: 3 clusters Score -3157224 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -3157317.000000 Penalty: 5094.832031
	Iteration 16Q: 3 clusters Score -3157317 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -3157401.000000 Penalty: 5094.832031
	Iteration 17Q: 3 clusters Score -3157401 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -3157476.250000 Penalty: 5094.832031
	Iteration 18Q: 3 clusters Score -3157476 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -3157569.500000 Penalty: 5094.832031
	Iteration 19Q: 3 clusters Score -3157570 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -3157676.750000 Penalty: 5094.832031
	Iteration 20F: 3 clusters Score -3157677 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -3157822.000000 Penalty: 5094.832031
	Iteration 21Q: 3 clusters Score -3157822 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -3157987.000000 Penalty: 5094.832031
	Iteration 22Q: 3 clusters Score -3157987 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -3158191.500000 Penalty: 5094.832031
	Iteration 23Q: 3 clusters Score -3158192 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -3158421.250000 Penalty: 5094.832031
	Iteration 24Q: 3 clusters Score -3158421 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -3158713.750000 Penalty: 5094.832031
	Iteration 25Q: 3 clusters Score -3158714 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -3159099.500000 Penalty: 5094.832031
	Iteration 26Q: 3 clusters Score -3159100 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -3159547.750000 Penalty: 5094.832031
	Iteration 27Q: 3 clusters Score -3159548 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -3160041.000000 Penalty: 5094.832031
	Iteration 28Q: 3 clusters Score -3160041 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -3160599.000000 Penalty: 5094.832031
	Iteration 29Q: 3 clusters Score -3160599 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -3161123.500000 Penalty: 5094.832031
	Iteration 30Q: 3 clusters Score -3161124 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -3161607.750000 Penalty: 5094.832031
	Iteration 31Q: 3 clusters Score -3161608 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -3162026.250000 Penalty: 5094.832031
	Iteration 32Q: 3 clusters Score -3162026 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -3162304.000000 Penalty: 5094.832031
	Iteration 33Q: 3 clusters Score -3162304 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -3162504.250000 Penalty: 5094.832031
	Iteration 34Q: 3 clusters Score -3162504 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -3162649.000000 Penalty: 5094.832031
	Iteration 35Q: 3 clusters Score -3162649 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -3162755.750000 Penalty: 5094.832031
	Iteration 36Q: 3 clusters Score -3162756 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -3162839.500000 Penalty: 5094.832031
	Iteration 37Q: 3 clusters Score -3162840 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -3162906.750000 Penalty: 5094.832031
	Iteration 38Q: 3 clusters Score -3162907 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -3162954.000000 Penalty: 5094.832031
	Iteration 39Q: 3 clusters Score -3162954 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -3162980.500000 Penalty: 5094.832031
	Iteration 40F: 3 clusters Score -3162980 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -3163021.250000 Penalty: 5094.832031
	Iteration 41Q: 3 clusters Score -3163021 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -3163058.500000 Penalty: 5094.832031
	Iteration 42Q: 3 clusters Score -3163058 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -3163090.500000 Penalty: 5094.832031
	Iteration 43Q: 3 clusters Score -3163090 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -3163121.000000 Penalty: 5094.832031
	Iteration 44Q: 3 clusters Score -3163121 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -3163141.750000 Penalty: 5094.832031
	Iteration 45Q: 3 clusters Score -3163142 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -3163161.750000 Penalty: 5094.832031
	Iteration 46Q: 3 clusters Score -3163162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -3163171.750000 Penalty: 5094.832031
	Iteration 47Q: 3 clusters Score -3163172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -3163184.500000 Penalty: 5094.832031
	Iteration 48Q: 3 clusters Score -3163184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -3163190.500000 Penalty: 5094.832031
	Iteration 49Q: 3 clusters Score -3163190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -3163198.250000 Penalty: 5094.832031
	Iteration 50Q: 3 clusters Score -3163198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -3163201.750000 Penalty: 5094.832031
	Iteration 51Q: 3 clusters Score -3163202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -3163198.250000 Penalty: 5094.832031
	Iteration 52Q: 3 clusters Score -3163198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -3163203.000000 Penalty: 5094.832031
	Iteration 53Q: 3 clusters Score -3163203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -3163207.500000 Penalty: 5094.832031
	Iteration 54Q: 3 clusters Score -3163208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -3163209.000000 Penalty: 5094.832031
	Iteration 55Q: 3 clusters Score -3163209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -3163204.750000 Penalty: 5094.832031
	Iteration 56Q: 3 clusters Score -3163205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -3163207.750000 Penalty: 5094.832031
	Iteration 57Q: 3 clusters Score -3163208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -3163210.500000 Penalty: 5094.832031
	Iteration 58Q: 3 clusters Score -3163210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -3163210.500000 Penalty: 5094.832031
	Iteration 59F: 3 clusters Score -3163210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (18924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Entering Unmasked Estep 
Score: -2066404.125000 Penalty: 2442.350342
	Iteration 0F: 2 clusters Score -2066404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2053062.875000 Penalty: 4884.700684
	Iteration 0F: 3 clusters Score -2053063 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2057412.750000 Penalty: 4884.700684
	Iteration 1F: 3 clusters Score -2057413 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2057813.875000 Penalty: 4884.700684
	Iteration 2F: 3 clusters Score -2057814 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2058187.250000 Penalty: 4884.700684
	Iteration 3Q: 3 clusters Score -2058187 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2058608.250000 Penalty: 4884.700684
	Iteration 4Q: 3 clusters Score -2058608 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2059114.000000 Penalty: 4884.700684
	Iteration 5F: 3 clusters Score -2059114 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2059718.125000 Penalty: 4884.700684
	Iteration 6F: 3 clusters Score -2059718 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2060483.750000 Penalty: 4884.700684
	Iteration 7F: 3 clusters Score -2060484 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2061300.750000 Penalty: 4884.700684
	Iteration 8F: 3 clusters Score -2061301 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -2062054.250000 Penalty: 4884.700684
	Iteration 9F: 3 clusters Score -2062054 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2062647.750000 Penalty: 4884.700684
	Iteration 10Q: 3 clusters Score -2062648 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2063075.125000 Penalty: 4884.700684
	Iteration 11Q: 3 clusters Score -2063075 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2063357.750000 Penalty: 4884.700684
	Iteration 12Q: 3 clusters Score -2063358 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2063565.875000 Penalty: 4884.700684
	Iteration 13Q: 3 clusters Score -2063566 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2063731.375000 Penalty: 4884.700684
	Iteration 14Q: 3 clusters Score -2063731 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2063838.125000 Penalty: 4884.700684
	Iteration 15Q: 3 clusters Score -2063838 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2063930.500000 Penalty: 4884.700684
	Iteration 16Q: 3 clusters Score -2063930 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2064005.000000 Penalty: 4884.700684
	Iteration 17Q: 3 clusters Score -2064005 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2064070.500000 Penalty: 4884.700684
	Iteration 18Q: 3 clusters Score -2064070 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2064125.250000 Penalty: 4884.700684
	Iteration 19Q: 3 clusters Score -2064125 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2064167.375000 Penalty: 4884.700684
	Iteration 20F: 3 clusters Score -2064167 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2064203.625000 Penalty: 4884.700684
	Iteration 21Q: 3 clusters Score -2064204 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2064242.125000 Penalty: 4884.700684
	Iteration 22Q: 3 clusters Score -2064242 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2064272.375000 Penalty: 4884.700684
	Iteration 23Q: 3 clusters Score -2064272 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2064296.750000 Penalty: 4884.700684
	Iteration 24Q: 3 clusters Score -2064297 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2064325.250000 Penalty: 4884.700684
	Iteration 25Q: 3 clusters Score -2064325 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2064346.250000 Penalty: 4884.700684
	Iteration 26Q: 3 clusters Score -2064346 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2064356.750000 Penalty: 4884.700684
	Iteration 27Q: 3 clusters Score -2064357 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2064376.875000 Penalty: 4884.700684
	Iteration 28Q: 3 clusters Score -2064377 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2064395.000000 Penalty: 4884.700684
	Iteration 29Q: 3 clusters Score -2064395 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2064417.625000 Penalty: 4884.700684
	Iteration 30Q: 3 clusters Score -2064418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2064437.000000 Penalty: 4884.700684
	Iteration 31Q: 3 clusters Score -2064437 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2064448.000000 Penalty: 4884.700684
	Iteration 32Q: 3 clusters Score -2064448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2064465.375000 Penalty: 4884.700684
	Iteration 33Q: 3 clusters Score -2064465 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2064476.250000 Penalty: 4884.700684
	Iteration 34Q: 3 clusters Score -2064476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2064483.750000 Penalty: 4884.700684
	Iteration 35Q: 3 clusters Score -2064484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2064485.500000 Penalty: 4884.700684
	Iteration 36Q: 3 clusters Score -2064486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2064491.000000 Penalty: 4884.700684
	Iteration 37Q: 3 clusters Score -2064491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2064495.625000 Penalty: 4884.700684
	Iteration 38Q: 3 clusters Score -2064496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2064499.750000 Penalty: 4884.700684
	Iteration 39Q: 3 clusters Score -2064500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2064498.500000 Penalty: 4884.700684
	Iteration 40F: 3 clusters Score -2064498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2064501.250000 Penalty: 4884.700684
	Iteration 41Q: 3 clusters Score -2064501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2064503.750000 Penalty: 4884.700684
	Iteration 42Q: 3 clusters Score -2064504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2064503.750000 Penalty: 4884.700684
	Iteration 43F: 3 clusters Score -2064504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Entering Unmasked Estep 
Score: -241386.984375 Penalty: 1904.798096
	Iteration 0F: 2 clusters Score -241387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -238650.281250 Penalty: 3809.596191
	Iteration 0F: 3 clusters Score -238650.3 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -239159.171875 Penalty: 3809.596191
	Iteration 1F: 3 clusters Score -239159.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -239284.687500 Penalty: 3809.596191
	Iteration 2F: 3 clusters Score -239284.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -239358.312500 Penalty: 3809.596191
	Iteration 3Q: 3 clusters Score -239358.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -239407.250000 Penalty: 3809.596191
	Iteration 4Q: 3 clusters Score -239407.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -239437.953125 Penalty: 3809.596191
	Iteration 5Q: 3 clusters Score -239438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -239463.312500 Penalty: 3809.596191
	Iteration 6Q: 3 clusters Score -239463.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -239477.265625 Penalty: 3809.596191
	Iteration 7Q: 3 clusters Score -239477.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -239484.703125 Penalty: 3809.596191
	Iteration 8Q: 3 clusters Score -239484.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -239489.937500 Penalty: 3809.596191
	Iteration 9Q: 3 clusters Score -239489.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -239495.343750 Penalty: 3809.596191
	Iteration 10Q: 3 clusters Score -239495.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -239498.703125 Penalty: 3809.596191
	Iteration 11Q: 3 clusters Score -239498.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -239501.859375 Penalty: 3809.596191
	Iteration 12Q: 3 clusters Score -239501.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -239503.312500 Penalty: 3809.596191
	Iteration 13Q: 3 clusters Score -239503.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -239504.625000 Penalty: 3809.596191
	Iteration 14Q: 3 clusters Score -239504.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -239506.750000 Penalty: 3809.596191
	Iteration 15Q: 3 clusters Score -239506.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -239508.234375 Penalty: 3809.596191
	Iteration 16Q: 3 clusters Score -239508.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -239509.156250 Penalty: 3809.596191
	Iteration 17Q: 3 clusters Score -239509.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -239509.609375 Penalty: 3809.596191
	Iteration 18Q: 3 clusters Score -239509.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -239509.609375 Penalty: 3809.596191
	Iteration 19F: 3 clusters Score -239509.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (12349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Entering Unmasked Estep 
Score: -1323745.500000 Penalty: 2336.489990
	Iteration 0F: 2 clusters Score -1323746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1314543.250000 Penalty: 4672.979980
	Iteration 0F: 3 clusters Score -1314543 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1317673.125000 Penalty: 4672.979980
	Iteration 1F: 3 clusters Score -1317673 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1318268.375000 Penalty: 4672.979980
	Iteration 2F: 3 clusters Score -1318268 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1318715.750000 Penalty: 4672.979980
	Iteration 3F: 3 clusters Score -1318716 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1319067.000000 Penalty: 4672.979980
	Iteration 4F: 3 clusters Score -1319067 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1319385.125000 Penalty: 4672.979980
	Iteration 5Q: 3 clusters Score -1319385 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1319659.750000 Penalty: 4672.979980
	Iteration 6Q: 3 clusters Score -1319660 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1319926.375000 Penalty: 4672.979980
	Iteration 7Q: 3 clusters Score -1319926 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1320167.875000 Penalty: 4672.979980
	Iteration 8Q: 3 clusters Score -1320168 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1320410.250000 Penalty: 4672.979980
	Iteration 9Q: 3 clusters Score -1320410 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1320632.750000 Penalty: 4672.979980
	Iteration 10Q: 3 clusters Score -1320633 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1320847.125000 Penalty: 4672.979980
	Iteration 11Q: 3 clusters Score -1320847 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1321061.375000 Penalty: 4672.979980
	Iteration 12Q: 3 clusters Score -1321061 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1321249.000000 Penalty: 4672.979980
	Iteration 13Q: 3 clusters Score -1321249 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1321471.625000 Penalty: 4672.979980
	Iteration 14Q: 3 clusters Score -1321472 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1321704.125000 Penalty: 4672.979980
	Iteration 15Q: 3 clusters Score -1321704 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1321897.750000 Penalty: 4672.979980
	Iteration 16Q: 3 clusters Score -1321898 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1322078.500000 Penalty: 4672.979980
	Iteration 17Q: 3 clusters Score -1322078 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1322218.250000 Penalty: 4672.979980
	Iteration 18Q: 3 clusters Score -1322218 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1322342.750000 Penalty: 4672.979980
	Iteration 19Q: 3 clusters Score -1322343 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1322531.500000 Penalty: 4672.979980
	Iteration 20F: 3 clusters Score -1322532 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1322834.750000 Penalty: 4672.979980
	Iteration 21Q: 3 clusters Score -1322835 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1323310.000000 Penalty: 4672.979980
	Iteration 22Q: 3 clusters Score -1323310 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1324003.250000 Penalty: 4672.979980
	Iteration 23Q: 3 clusters Score -1324003 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1324373.125000 Penalty: 4672.979980
	Iteration 24Q: 3 clusters Score -1324373 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1324516.875000 Penalty: 4672.979980
	Iteration 25Q: 3 clusters Score -1324517 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1324638.500000 Penalty: 4672.979980
	Iteration 26Q: 3 clusters Score -1324638 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1324814.625000 Penalty: 4672.979980
	Iteration 27Q: 3 clusters Score -1324815 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1325144.125000 Penalty: 4672.979980
	Iteration 28Q: 3 clusters Score -1325144 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1325505.250000 Penalty: 4672.979980
	Iteration 29Q: 3 clusters Score -1325505 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1325639.625000 Penalty: 4672.979980
	Iteration 30Q: 3 clusters Score -1325640 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1325692.375000 Penalty: 4672.979980
	Iteration 31Q: 3 clusters Score -1325692 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1325710.750000 Penalty: 4672.979980
	Iteration 32Q: 3 clusters Score -1325711 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1325716.500000 Penalty: 4672.979980
	Iteration 33Q: 3 clusters Score -1325716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1325721.375000 Penalty: 4672.979980
	Iteration 34Q: 3 clusters Score -1325721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1325724.250000 Penalty: 4672.979980
	Iteration 35Q: 3 clusters Score -1325724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1325722.375000 Penalty: 4672.979980
	Iteration 36Q: 3 clusters Score -1325722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1325727.375000 Penalty: 4672.979980
	Iteration 37Q: 3 clusters Score -1325727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1325729.625000 Penalty: 4672.979980
	Iteration 38Q: 3 clusters Score -1325730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1325728.625000 Penalty: 4672.979980
	Iteration 39Q: 3 clusters Score -1325729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1325729.250000 Penalty: 4672.979980
	Iteration 40F: 3 clusters Score -1325729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1325729.000000 Penalty: 4672.979980
	Iteration 41Q: 3 clusters Score -1325729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1325729.000000 Penalty: 4672.979980
	Iteration 42F: 3 clusters Score -1325729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 55449 members 
Mstep: Class 5 contains 21911 members 
Mstep: Class 6 contains 8200 members 
Mstep: Class 7 contains 2982 members 
Mstep: Class 8 contains 6111 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90284 members 
Mstep: Class 11 contains 8129 members 
Mstep: Class 12 contains 32007 members 
Mstep: Class 13 contains 8949 members 
Mstep: Class 14 contains 3046 members 
Mstep: Class 15 contains 11982 members 
Mstep: Class 16 contains 17055 members 
Mstep: Class 17 contains 4734 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 25857 members 
Mstep: Class 20 contains 10864 members 
Mstep: Class 21 contains 27385 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 24307 members 
Mstep: Class 24 contains 15417 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9587 members 
Mstep: Class 28 contains 14272 members 
Mstep: Class 29 contains 6723 members 
Mstep: Class 30 contains 17671 members 
Mstep: Class 31 contains 17980 members 
Mstep: Class 32 contains 11198 members 
Mstep: Class 33 contains 6493 members 
Mstep: Class 34 contains 4481 members 
Mstep: Class 35 contains 12535 members 
Mstep: Class 36 contains 28907 members 
Mstep: Class 37 contains 18924 members 
Mstep: Class 38 contains 2166 members 
Mstep: Class 39 contains 8801 members 
Mstep: Class 40 contains 6543 members 
Mstep: Class 41 contains 16941 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16925 members 
Mstep: Class 44 contains 7733 members 
Mstep: Class 45 contains 5388 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 4764 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16225 members 
Mstep: Class 50 contains 16365 members 
Mstep: Class 51 contains 3696 members 
Mstep: Class 52 contains 3548 members 
Entering Unmasked Estep 
Score: -64744472.000000 Penalty: 172573.890625
Splitting cluster 39 changes total score from -64738248.000000 to -64744472.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 40 (6543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Entering Unmasked Estep 
Score: -701599.437500 Penalty: 2178.965332
	Iteration 0F: 2 clusters Score -701599.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -696188.625000 Penalty: 4357.930664
	Iteration 0F: 3 clusters Score -696188.6 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -697674.062500 Penalty: 4357.930664
	Iteration 1F: 3 clusters Score -697674.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -697987.437500 Penalty: 4357.930664
	Iteration 2F: 3 clusters Score -697987.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -698216.687500 Penalty: 4357.930664
	Iteration 3F: 3 clusters Score -698216.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -698382.000000 Penalty: 4357.930664
	Iteration 4Q: 3 clusters Score -698382 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -698555.625000 Penalty: 4357.930664
	Iteration 5Q: 3 clusters Score -698555.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -698751.750000 Penalty: 4357.930664
	Iteration 6Q: 3 clusters Score -698751.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -698942.562500 Penalty: 4357.930664
	Iteration 7Q: 3 clusters Score -698942.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -699124.812500 Penalty: 4357.930664
	Iteration 8Q: 3 clusters Score -699124.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -699276.500000 Penalty: 4357.930664
	Iteration 9Q: 3 clusters Score -699276.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -699420.500000 Penalty: 4357.930664
	Iteration 10Q: 3 clusters Score -699420.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -699556.312500 Penalty: 4357.930664
	Iteration 11Q: 3 clusters Score -699556.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -699657.375000 Penalty: 4357.930664
	Iteration 12Q: 3 clusters Score -699657.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -699752.000000 Penalty: 4357.930664
	Iteration 13Q: 3 clusters Score -699752 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -699875.187500 Penalty: 4357.930664
	Iteration 14Q: 3 clusters Score -699875.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -700045.125000 Penalty: 4357.930664
	Iteration 15Q: 3 clusters Score -700045.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -700198.625000 Penalty: 4357.930664
	Iteration 16Q: 3 clusters Score -700198.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -700374.750000 Penalty: 4357.930664
	Iteration 17Q: 3 clusters Score -700374.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -700504.687500 Penalty: 4357.930664
	Iteration 18Q: 3 clusters Score -700504.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -700583.937500 Penalty: 4357.930664
	Iteration 19Q: 3 clusters Score -700583.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -700680.812500 Penalty: 4357.930664
	Iteration 20F: 3 clusters Score -700680.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -700810.750000 Penalty: 4357.930664
	Iteration 21Q: 3 clusters Score -700810.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -700994.500000 Penalty: 4357.930664
	Iteration 22Q: 3 clusters Score -700994.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -701269.187500 Penalty: 4357.930664
	Iteration 23Q: 3 clusters Score -701269.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -701519.187500 Penalty: 4357.930664
	Iteration 24Q: 3 clusters Score -701519.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -701701.187500 Penalty: 4357.930664
	Iteration 25Q: 3 clusters Score -701701.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -701801.687500 Penalty: 4357.930664
	Iteration 26Q: 3 clusters Score -701801.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -701849.812500 Penalty: 4357.930664
	Iteration 27Q: 3 clusters Score -701849.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -701878.250000 Penalty: 4357.930664
	Iteration 28Q: 3 clusters Score -701878.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -701897.312500 Penalty: 4357.930664
	Iteration 29Q: 3 clusters Score -701897.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -701912.937500 Penalty: 4357.930664
	Iteration 30Q: 3 clusters Score -701912.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -701932.687500 Penalty: 4357.930664
	Iteration 31Q: 3 clusters Score -701932.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -701944.437500 Penalty: 4357.930664
	Iteration 32Q: 3 clusters Score -701944.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -701950.125000 Penalty: 4357.930664
	Iteration 33Q: 3 clusters Score -701950.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -701951.375000 Penalty: 4357.930664
	Iteration 34Q: 3 clusters Score -701951.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -701952.937500 Penalty: 4357.930664
	Iteration 35Q: 3 clusters Score -701952.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -701954.562500 Penalty: 4357.930664
	Iteration 36Q: 3 clusters Score -701954.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -701967.312500 Penalty: 4357.930664
	Iteration 37F: 3 clusters Score -701967.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -701979.562500 Penalty: 4357.930664
	Iteration 38Q: 3 clusters Score -701979.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -701987.500000 Penalty: 4357.930664
	Iteration 39Q: 3 clusters Score -701987.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -701990.812500 Penalty: 4357.930664
	Iteration 40F: 3 clusters Score -701990.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -701990.750000 Penalty: 4357.930664
	Iteration 41Q: 3 clusters Score -701990.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -701990.312500 Penalty: 4357.930664
	Iteration 42Q: 3 clusters Score -701990.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -701990.312500 Penalty: 4357.930664
	Iteration 43F: 3 clusters Score -701990.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 55449 members 
Mstep: Class 5 contains 21911 members 
Mstep: Class 6 contains 8200 members 
Mstep: Class 7 contains 2982 members 
Mstep: Class 8 contains 6111 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90284 members 
Mstep: Class 11 contains 8129 members 
Mstep: Class 12 contains 32007 members 
Mstep: Class 13 contains 8949 members 
Mstep: Class 14 contains 3046 members 
Mstep: Class 15 contains 11982 members 
Mstep: Class 16 contains 17055 members 
Mstep: Class 17 contains 4734 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 25857 members 
Mstep: Class 20 contains 10864 members 
Mstep: Class 21 contains 27385 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 24307 members 
Mstep: Class 24 contains 15417 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9587 members 
Mstep: Class 28 contains 14272 members 
Mstep: Class 29 contains 6723 members 
Mstep: Class 30 contains 17671 members 
Mstep: Class 31 contains 17980 members 
Mstep: Class 32 contains 11198 members 
Mstep: Class 33 contains 6493 members 
Mstep: Class 34 contains 4481 members 
Mstep: Class 35 contains 12535 members 
Mstep: Class 36 contains 28907 members 
Mstep: Class 37 contains 18924 members 
Mstep: Class 38 contains 2166 members 
Mstep: Class 39 contains 8801 members 
Mstep: Class 40 contains 2721 members 
Mstep: Class 41 contains 16941 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 16925 members 
Mstep: Class 44 contains 7733 members 
Mstep: Class 45 contains 5388 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 4764 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16225 members 
Mstep: Class 50 contains 16365 members 
Mstep: Class 51 contains 3696 members 
Mstep: Class 52 contains 3548 members 
Mstep: Class 53 contains 3822 members 
Entering Unmasked Estep 
Score: -64743760.000000 Penalty: 175892.625000
Splitting cluster 40 changes total score from -64738248.000000 to -64743760.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 41 (16941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Entering Unmasked Estep 
Score: -1646086.625000 Penalty: 2414.897949
	Iteration 0F: 2 clusters Score -1646087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1633928.750000 Penalty: 4829.795898
	Iteration 0F: 3 clusters Score -1633929 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1637920.125000 Penalty: 4829.795898
	Iteration 1F: 3 clusters Score -1637920 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1638500.000000 Penalty: 4829.795898
	Iteration 2F: 3 clusters Score -1638500 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1639114.125000 Penalty: 4829.795898
	Iteration 3F: 3 clusters Score -1639114 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1639748.250000 Penalty: 4829.795898
	Iteration 4F: 3 clusters Score -1639748 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1640406.500000 Penalty: 4829.795898
	Iteration 5F: 3 clusters Score -1640406 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1641032.250000 Penalty: 4829.795898
	Iteration 6F: 3 clusters Score -1641032 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1641608.125000 Penalty: 4829.795898
	Iteration 7F: 3 clusters Score -1641608 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1642079.000000 Penalty: 4829.795898
	Iteration 8Q: 3 clusters Score -1642079 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1642449.125000 Penalty: 4829.795898
	Iteration 9Q: 3 clusters Score -1642449 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1642752.250000 Penalty: 4829.795898
	Iteration 10Q: 3 clusters Score -1642752 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1643002.250000 Penalty: 4829.795898
	Iteration 11Q: 3 clusters Score -1643002 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1643215.500000 Penalty: 4829.795898
	Iteration 12Q: 3 clusters Score -1643216 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1643376.375000 Penalty: 4829.795898
	Iteration 13Q: 3 clusters Score -1643376 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1643518.875000 Penalty: 4829.795898
	Iteration 14Q: 3 clusters Score -1643519 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1643640.375000 Penalty: 4829.795898
	Iteration 15Q: 3 clusters Score -1643640 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -1643730.250000 Penalty: 4829.795898
	Iteration 16Q: 3 clusters Score -1643730 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -1643821.375000 Penalty: 4829.795898
	Iteration 17Q: 3 clusters Score -1643821 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1643899.875000 Penalty: 4829.795898
	Iteration 18Q: 3 clusters Score -1643900 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -1643968.250000 Penalty: 4829.795898
	Iteration 19Q: 3 clusters Score -1643968 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -1644016.750000 Penalty: 4829.795898
	Iteration 20F: 3 clusters Score -1644017 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -1644052.125000 Penalty: 4829.795898
	Iteration 21Q: 3 clusters Score -1644052 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1644073.250000 Penalty: 4829.795898
	Iteration 22Q: 3 clusters Score -1644073 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1644096.250000 Penalty: 4829.795898
	Iteration 23Q: 3 clusters Score -1644096 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -1644122.125000 Penalty: 4829.795898
	Iteration 24Q: 3 clusters Score -1644122 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -1644128.750000 Penalty: 4829.795898
	Iteration 25Q: 3 clusters Score -1644129 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1644136.000000 Penalty: 4829.795898
	Iteration 26Q: 3 clusters Score -1644136 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1644150.375000 Penalty: 4829.795898
	Iteration 27Q: 3 clusters Score -1644150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -1644153.875000 Penalty: 4829.795898
	Iteration 28Q: 3 clusters Score -1644154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1644158.875000 Penalty: 4829.795898
	Iteration 29Q: 3 clusters Score -1644159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -1644166.000000 Penalty: 4829.795898
	Iteration 30Q: 3 clusters Score -1644166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1644174.875000 Penalty: 4829.795898
	Iteration 31Q: 3 clusters Score -1644175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -1644182.625000 Penalty: 4829.795898
	Iteration 32Q: 3 clusters Score -1644183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -1644190.125000 Penalty: 4829.795898
	Iteration 33Q: 3 clusters Score -1644190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -1644194.500000 Penalty: 4829.795898
	Iteration 34Q: 3 clusters Score -1644194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -1644202.375000 Penalty: 4829.795898
	Iteration 35Q: 3 clusters Score -1644202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1644202.500000 Penalty: 4829.795898
	Iteration 36Q: 3 clusters Score -1644202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -1644208.125000 Penalty: 4829.795898
	Iteration 37Q: 3 clusters Score -1644208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -1644211.125000 Penalty: 4829.795898
	Iteration 38Q: 3 clusters Score -1644211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -1644211.125000 Penalty: 4829.795898
	Iteration 39Q: 3 clusters Score -1644211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -1644213.375000 Penalty: 4829.795898
	Iteration 40F: 3 clusters Score -1644213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -1644213.750000 Penalty: 4829.795898
	Iteration 41Q: 3 clusters Score -1644214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -1644215.625000 Penalty: 4829.795898
	Iteration 42Q: 3 clusters Score -1644216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -1644217.000000 Penalty: 4829.795898
	Iteration 43Q: 3 clusters Score -1644217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -1644216.500000 Penalty: 4829.795898
	Iteration 44Q: 3 clusters Score -1644216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -1644223.375000 Penalty: 4829.795898
	Iteration 45Q: 3 clusters Score -1644223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -1644222.125000 Penalty: 4829.795898
	Iteration 46Q: 3 clusters Score -1644222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -1644220.000000 Penalty: 4829.795898
	Iteration 47Q: 3 clusters Score -1644220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -1644221.500000 Penalty: 4829.795898
	Iteration 48Q: 3 clusters Score -1644222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -1644221.750000 Penalty: 4829.795898
	Iteration 49Q: 3 clusters Score -1644222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -1644221.750000 Penalty: 4829.795898
	Iteration 50F: 3 clusters Score -1644222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -20697.304688 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -20697.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -19473.285156 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -19473.29 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19606.736328 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -19606.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19738.367188 Penalty: 2822.418457
	Iteration 2F: 3 clusters Score -19738.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19758.001953 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -19758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19768.404297 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -19768.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19772.576172 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -19772.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19783.466797 Penalty: 2822.418457
	Iteration 6Q: 3 clusters Score -19783.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -19788.248047 Penalty: 2822.418457
	Iteration 7Q: 3 clusters Score -19788.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -19790.443359 Penalty: 2822.418457
	Iteration 8Q: 3 clusters Score -19790.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -19790.443359 Penalty: 2822.418457
	Iteration 9F: 3 clusters Score -19790.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (16925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Entering Unmasked Estep 
Score: -1842945.875000 Penalty: 2414.663818
	Iteration 0F: 2 clusters Score -1842946 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 8437 members 
Entering Unmasked Estep 
Score: -1830846.125000 Penalty: 4829.327637
	Iteration 0F: 3 clusters Score -1830846 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1834855.125000 Penalty: 4829.327637
	Iteration 1F: 3 clusters Score -1834855 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1835588.875000 Penalty: 4829.327637
	Iteration 2F: 3 clusters Score -1835589 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1836495.000000 Penalty: 4829.327637
	Iteration 3F: 3 clusters Score -1836495 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1837435.875000 Penalty: 4829.327637
	Iteration 4F: 3 clusters Score -1837436 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1838355.250000 Penalty: 4829.327637
	Iteration 5F: 3 clusters Score -1838355 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1839356.750000 Penalty: 4829.327637
	Iteration 6F: 3 clusters Score -1839357 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1840281.625000 Penalty: 4829.327637
	Iteration 7F: 3 clusters Score -1840282 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1840928.875000 Penalty: 4829.327637
	Iteration 8F: 3 clusters Score -1840929 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1841391.750000 Penalty: 4829.327637
	Iteration 9Q: 3 clusters Score -1841392 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1841789.875000 Penalty: 4829.327637
	Iteration 10Q: 3 clusters Score -1841790 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1842231.250000 Penalty: 4829.327637
	Iteration 11Q: 3 clusters Score -1842231 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1842655.000000 Penalty: 4829.327637
	Iteration 12Q: 3 clusters Score -1842655 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1842942.375000 Penalty: 4829.327637
	Iteration 13Q: 3 clusters Score -1842942 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1843082.375000 Penalty: 4829.327637
	Iteration 14Q: 3 clusters Score -1843082 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1843149.500000 Penalty: 4829.327637
	Iteration 15Q: 3 clusters Score -1843150 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1843192.875000 Penalty: 4829.327637
	Iteration 16Q: 3 clusters Score -1843193 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1843230.500000 Penalty: 4829.327637
	Iteration 17Q: 3 clusters Score -1843230 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1843237.125000 Penalty: 4829.327637
	Iteration 18Q: 3 clusters Score -1843237 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1843247.625000 Penalty: 4829.327637
	Iteration 19Q: 3 clusters Score -1843248 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1843254.500000 Penalty: 4829.327637
	Iteration 20F: 3 clusters Score -1843254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1843259.375000 Penalty: 4829.327637
	Iteration 21Q: 3 clusters Score -1843259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1843260.000000 Penalty: 4829.327637
	Iteration 22Q: 3 clusters Score -1843260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1843263.000000 Penalty: 4829.327637
	Iteration 23Q: 3 clusters Score -1843263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1843259.000000 Penalty: 4829.327637
	Iteration 24Q: 3 clusters Score -1843259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1843260.625000 Penalty: 4829.327637
	Iteration 25Q: 3 clusters Score -1843261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1843264.750000 Penalty: 4829.327637
	Iteration 26Q: 3 clusters Score -1843265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1843266.000000 Penalty: 4829.327637
	Iteration 27Q: 3 clusters Score -1843266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1843270.000000 Penalty: 4829.327637
	Iteration 28Q: 3 clusters Score -1843270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1843270.250000 Penalty: 4829.327637
	Iteration 29Q: 3 clusters Score -1843270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1843268.500000 Penalty: 4829.327637
	Iteration 30Q: 3 clusters Score -1843268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1843269.375000 Penalty: 4829.327637
	Iteration 31Q: 3 clusters Score -1843269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1843270.500000 Penalty: 4829.327637
	Iteration 32Q: 3 clusters Score -1843270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1843271.750000 Penalty: 4829.327637
	Iteration 33Q: 3 clusters Score -1843272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1843270.000000 Penalty: 4829.327637
	Iteration 34Q: 3 clusters Score -1843270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1843268.750000 Penalty: 4829.327637
	Iteration 35Q: 3 clusters Score -1843269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1843268.750000 Penalty: 4829.327637
	Iteration 36F: 3 clusters Score -1843269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 55449 members 
Mstep: Class 5 contains 21911 members 
Mstep: Class 6 contains 8200 members 
Mstep: Class 7 contains 2982 members 
Mstep: Class 8 contains 6111 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90284 members 
Mstep: Class 11 contains 8129 members 
Mstep: Class 12 contains 32007 members 
Mstep: Class 13 contains 8949 members 
Mstep: Class 14 contains 3046 members 
Mstep: Class 15 contains 11982 members 
Mstep: Class 16 contains 17055 members 
Mstep: Class 17 contains 4734 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 25857 members 
Mstep: Class 20 contains 10864 members 
Mstep: Class 21 contains 27385 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 24307 members 
Mstep: Class 24 contains 15417 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9587 members 
Mstep: Class 28 contains 14272 members 
Mstep: Class 29 contains 6723 members 
Mstep: Class 30 contains 17671 members 
Mstep: Class 31 contains 17980 members 
Mstep: Class 32 contains 11198 members 
Mstep: Class 33 contains 6493 members 
Mstep: Class 34 contains 4481 members 
Mstep: Class 35 contains 12535 members 
Mstep: Class 36 contains 28907 members 
Mstep: Class 37 contains 18924 members 
Mstep: Class 38 contains 2166 members 
Mstep: Class 39 contains 8801 members 
Mstep: Class 40 contains 2721 members 
Mstep: Class 41 contains 16941 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3326 members 
Mstep: Class 44 contains 7733 members 
Mstep: Class 45 contains 5388 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 4764 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16225 members 
Mstep: Class 50 contains 16365 members 
Mstep: Class 51 contains 3696 members 
Mstep: Class 52 contains 3548 members 
Mstep: Class 53 contains 3822 members 
Mstep: Class 54 contains 13599 members 
Entering Unmasked Estep 
Score: -64743156.000000 Penalty: 179211.343750
Splitting cluster 43 changes total score from -64738248.000000 to -64743156.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 44 (7733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Entering Unmasked Estep 
Score: -829961.000000 Penalty: 2220.406494
	Iteration 0F: 2 clusters Score -829961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -823677.687500 Penalty: 4440.812988
	Iteration 0F: 3 clusters Score -823677.7 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -825556.875000 Penalty: 4440.812988
	Iteration 1F: 3 clusters Score -825556.9 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -825915.000000 Penalty: 4440.812988
	Iteration 2F: 3 clusters Score -825915 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -826177.250000 Penalty: 4440.812988
	Iteration 3F: 3 clusters Score -826177.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -826382.875000 Penalty: 4440.812988
	Iteration 4Q: 3 clusters Score -826382.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -826536.250000 Penalty: 4440.812988
	Iteration 5Q: 3 clusters Score -826536.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -826666.562500 Penalty: 4440.812988
	Iteration 6Q: 3 clusters Score -826666.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -826772.125000 Penalty: 4440.812988
	Iteration 7Q: 3 clusters Score -826772.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -826860.125000 Penalty: 4440.812988
	Iteration 8Q: 3 clusters Score -826860.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -826960.312500 Penalty: 4440.812988
	Iteration 9Q: 3 clusters Score -826960.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -827055.125000 Penalty: 4440.812988
	Iteration 10Q: 3 clusters Score -827055.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -827133.875000 Penalty: 4440.812988
	Iteration 11Q: 3 clusters Score -827133.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -827204.687500 Penalty: 4440.812988
	Iteration 12Q: 3 clusters Score -827204.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -827278.187500 Penalty: 4440.812988
	Iteration 13Q: 3 clusters Score -827278.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -827353.500000 Penalty: 4440.812988
	Iteration 14Q: 3 clusters Score -827353.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -827420.937500 Penalty: 4440.812988
	Iteration 15Q: 3 clusters Score -827420.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -827484.937500 Penalty: 4440.812988
	Iteration 16Q: 3 clusters Score -827484.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -827540.062500 Penalty: 4440.812988
	Iteration 17Q: 3 clusters Score -827540.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -827590.375000 Penalty: 4440.812988
	Iteration 18Q: 3 clusters Score -827590.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -827660.625000 Penalty: 4440.812988
	Iteration 19Q: 3 clusters Score -827660.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -827742.687500 Penalty: 4440.812988
	Iteration 20F: 3 clusters Score -827742.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -827845.062500 Penalty: 4440.812988
	Iteration 21Q: 3 clusters Score -827845.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -827984.500000 Penalty: 4440.812988
	Iteration 22Q: 3 clusters Score -827984.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -828134.937500 Penalty: 4440.812988
	Iteration 23Q: 3 clusters Score -828134.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -828265.000000 Penalty: 4440.812988
	Iteration 24Q: 3 clusters Score -828265 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -828384.750000 Penalty: 4440.812988
	Iteration 25Q: 3 clusters Score -828384.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -828514.062500 Penalty: 4440.812988
	Iteration 26Q: 3 clusters Score -828514.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -828610.062500 Penalty: 4440.812988
	Iteration 27Q: 3 clusters Score -828610.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -828656.062500 Penalty: 4440.812988
	Iteration 28Q: 3 clusters Score -828656.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -828678.312500 Penalty: 4440.812988
	Iteration 29Q: 3 clusters Score -828678.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -828687.687500 Penalty: 4440.812988
	Iteration 30Q: 3 clusters Score -828687.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -828690.750000 Penalty: 4440.812988
	Iteration 31Q: 3 clusters Score -828690.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -828693.562500 Penalty: 4440.812988
	Iteration 32Q: 3 clusters Score -828693.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -828695.875000 Penalty: 4440.812988
	Iteration 33Q: 3 clusters Score -828695.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -828698.437500 Penalty: 4440.812988
	Iteration 34Q: 3 clusters Score -828698.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -828698.500000 Penalty: 4440.812988
	Iteration 35Q: 3 clusters Score -828698.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -828700.312500 Penalty: 4440.812988
	Iteration 36Q: 3 clusters Score -828700.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -828699.312500 Penalty: 4440.812988
	Iteration 37Q: 3 clusters Score -828699.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -828700.500000 Penalty: 4440.812988
	Iteration 38Q: 3 clusters Score -828700.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -828699.937500 Penalty: 4440.812988
	Iteration 39Q: 3 clusters Score -828699.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -828699.625000 Penalty: 4440.812988
	Iteration 40F: 3 clusters Score -828699.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -828700.750000 Penalty: 4440.812988
	Iteration 41Q: 3 clusters Score -828700.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -828701.437500 Penalty: 4440.812988
	Iteration 42Q: 3 clusters Score -828701.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -828702.062500 Penalty: 4440.812988
	Iteration 43Q: 3 clusters Score -828702.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -828701.562500 Penalty: 4440.812988
	Iteration 44Q: 3 clusters Score -828701.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -828701.937500 Penalty: 4440.812988
	Iteration 45Q: 3 clusters Score -828701.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -828701.937500 Penalty: 4440.812988
	Iteration 46F: 3 clusters Score -828701.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Entering Unmasked Estep 
Score: -588815.750000 Penalty: 2130.798584
	Iteration 0F: 2 clusters Score -588815.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -584089.687500 Penalty: 4261.597168
	Iteration 0F: 3 clusters Score -584089.7 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -585329.750000 Penalty: 4261.597168
	Iteration 1F: 3 clusters Score -585329.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -585633.812500 Penalty: 4261.597168
	Iteration 2F: 3 clusters Score -585633.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -585872.312500 Penalty: 4261.597168
	Iteration 3F: 3 clusters Score -585872.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -586129.000000 Penalty: 4261.597168
	Iteration 4F: 3 clusters Score -586129 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -586393.250000 Penalty: 4261.597168
	Iteration 5F: 3 clusters Score -586393.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -586635.937500 Penalty: 4261.597168
	Iteration 6F: 3 clusters Score -586635.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -586833.125000 Penalty: 4261.597168
	Iteration 7Q: 3 clusters Score -586833.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -586977.437500 Penalty: 4261.597168
	Iteration 8Q: 3 clusters Score -586977.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -587078.125000 Penalty: 4261.597168
	Iteration 9Q: 3 clusters Score -587078.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -587142.875000 Penalty: 4261.597168
	Iteration 10Q: 3 clusters Score -587142.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -587194.937500 Penalty: 4261.597168
	Iteration 11Q: 3 clusters Score -587194.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -587237.437500 Penalty: 4261.597168
	Iteration 12Q: 3 clusters Score -587237.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -587271.000000 Penalty: 4261.597168
	Iteration 13Q: 3 clusters Score -587271 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -587295.000000 Penalty: 4261.597168
	Iteration 14Q: 3 clusters Score -587295 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -587307.437500 Penalty: 4261.597168
	Iteration 15Q: 3 clusters Score -587307.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -587314.000000 Penalty: 4261.597168
	Iteration 16Q: 3 clusters Score -587314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -587318.562500 Penalty: 4261.597168
	Iteration 17Q: 3 clusters Score -587318.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -587323.500000 Penalty: 4261.597168
	Iteration 18Q: 3 clusters Score -587323.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -587327.187500 Penalty: 4261.597168
	Iteration 19Q: 3 clusters Score -587327.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -587329.875000 Penalty: 4261.597168
	Iteration 20F: 3 clusters Score -587329.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -587332.125000 Penalty: 4261.597168
	Iteration 21Q: 3 clusters Score -587332.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -587334.312500 Penalty: 4261.597168
	Iteration 22Q: 3 clusters Score -587334.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -587334.437500 Penalty: 4261.597168
	Iteration 23Q: 3 clusters Score -587334.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -587335.500000 Penalty: 4261.597168
	Iteration 24Q: 3 clusters Score -587335.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -587335.562500 Penalty: 4261.597168
	Iteration 25Q: 3 clusters Score -587335.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -587337.937500 Penalty: 4261.597168
	Iteration 26Q: 3 clusters Score -587337.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -587337.312500 Penalty: 4261.597168
	Iteration 27Q: 3 clusters Score -587337.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -587337.312500 Penalty: 4261.597168
	Iteration 28F: 3 clusters Score -587337.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 55449 members 
Mstep: Class 5 contains 21911 members 
Mstep: Class 6 contains 8200 members 
Mstep: Class 7 contains 2982 members 
Mstep: Class 8 contains 6111 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90284 members 
Mstep: Class 11 contains 8129 members 
Mstep: Class 12 contains 32007 members 
Mstep: Class 13 contains 8949 members 
Mstep: Class 14 contains 3046 members 
Mstep: Class 15 contains 11982 members 
Mstep: Class 16 contains 17055 members 
Mstep: Class 17 contains 4734 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 25857 members 
Mstep: Class 20 contains 10864 members 
Mstep: Class 21 contains 27385 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 24307 members 
Mstep: Class 24 contains 15417 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9587 members 
Mstep: Class 28 contains 14272 members 
Mstep: Class 29 contains 6723 members 
Mstep: Class 30 contains 17671 members 
Mstep: Class 31 contains 17980 members 
Mstep: Class 32 contains 11198 members 
Mstep: Class 33 contains 6493 members 
Mstep: Class 34 contains 4481 members 
Mstep: Class 35 contains 12535 members 
Mstep: Class 36 contains 28907 members 
Mstep: Class 37 contains 18924 members 
Mstep: Class 38 contains 2166 members 
Mstep: Class 39 contains 8801 members 
Mstep: Class 40 contains 2721 members 
Mstep: Class 41 contains 16941 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3326 members 
Mstep: Class 44 contains 7733 members 
Mstep: Class 45 contains 5388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749132.000000 Penalty: 179211.343750
Iteration 119Q: 55 clusters Score -6.474913e+07 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 56166 members 
Mstep: Class 5 contains 21924 members 
Mstep: Class 6 contains 8154 members 
Mstep: Class 7 contains 2874 members 
Mstep: Class 8 contains 6114 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90347 members 
Mstep: Class 11 contains 8105 members 
Mstep: Class 12 contains 31993 members 
Mstep: Class 13 contains 8949 members 
Mstep: Class 14 contains 3123 members 
Mstep: Class 15 contains 11934 members 
Mstep: Class 16 contains 17155 members 
Mstep: Class 17 contains 4735 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 26584 members 
Mstep: Class 20 contains 10915 members 
Mstep: Class 21 contains 27509 members 
Mstep: Class 22 contains 10204 members 
Mstep: Class 23 contains 24358 members 
Mstep: Class 24 contains 15421 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9587 members 
Mstep: Class 28 contains 14138 members 
Mstep: Class 29 contains 6681 members 
Mstep: Class 30 contains 17844 members 
Mstep: Class 31 contains 17996 members 
Mstep: Class 32 contains 11190 members 
Mstep: Class 33 contains 6740 members 
Mstep: Class 34 contains 4525 members 
Mstep: Class 35 contains 12790 members 
Mstep: Class 36 contains 28930 members 
Mstep: Class 37 contains 18971 members 
Mstep: Class 38 contains 2173 members 
Mstep: Class 39 contains 8970 members 
Mstep: Class 40 contains 2869 members 
Mstep: Class 41 contains 16946 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3430 members 
Mstep: Class 44 contains 7713 members 
Mstep: Class 45 contains 5427 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 4635 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 15673 members 
Mstep: Class 50 contains 15164 members 
Mstep: Class 51 contains 3453 members 
Mstep: Class 52 contains 3402 members 
Mstep: Class 53 contains 3673 members 
Mstep: Class 54 contains 13049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754292.000000 Penalty: 179211.343750
Iteration 120F: 55 clusters Score -6.475429e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 56210 members 
Mstep: Class 5 contains 21913 members 
Mstep: Class 6 contains 8061 members 
Mstep: Class 7 contains 2782 members 
Mstep: Class 8 contains 6112 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90360 members 
Mstep: Class 11 contains 8083 members 
Mstep: Class 12 contains 31865 members 
Mstep: Class 13 contains 8655 members 
Mstep: Class 14 contains 3133 members 
Mstep: Class 15 contains 11855 members 
Mstep: Class 16 contains 17154 members 
Mstep: Class 17 contains 4736 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 26820 members 
Mstep: Class 20 contains 10908 members 
Mstep: Class 21 contains 27104 members 
Mstep: Class 22 contains 10013 members 
Mstep: Class 23 contains 24452 members 
Mstep: Class 24 contains 15439 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9588 members 
Mstep: Class 28 contains 14029 members 
Mstep: Class 29 contains 6591 members 
Mstep: Class 30 contains 17765 members 
Mstep: Class 31 contains 17932 members 
Mstep: Class 32 contains 11168 members 
Mstep: Class 33 contains 6807 members 
Mstep: Class 34 contains 4547 members 
Mstep: Class 35 contains 12654 members 
Mstep: Class 36 contains 28826 members 
Mstep: Class 37 contains 19016 members 
Mstep: Class 38 contains 2180 members 
Mstep: Class 39 contains 8847 members 
Mstep: Class 40 contains 2923 members 
Mstep: Class 41 contains 16923 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3480 members 
Mstep: Class 44 contains 7695 members 
Mstep: Class 45 contains 5389 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5105 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 15868 members 
Mstep: Class 50 contains 15178 members 
Mstep: Class 51 contains 3694 members 
Mstep: Class 52 contains 3462 members 
Mstep: Class 53 contains 4009 members 
Mstep: Class 54 contains 13202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64756696.000000 Penalty: 179211.343750
Iteration 121Q: 55 clusters Score -6.47567e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 56346 members 
Mstep: Class 5 contains 21882 members 
Mstep: Class 6 contains 8029 members 
Mstep: Class 7 contains 2700 members 
Mstep: Class 8 contains 6115 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90358 members 
Mstep: Class 11 contains 8060 members 
Mstep: Class 12 contains 31777 members 
Mstep: Class 13 contains 8459 members 
Mstep: Class 14 contains 3162 members 
Mstep: Class 15 contains 11802 members 
Mstep: Class 16 contains 17163 members 
Mstep: Class 17 contains 4740 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 27056 members 
Mstep: Class 20 contains 10891 members 
Mstep: Class 21 contains 26787 members 
Mstep: Class 22 contains 9951 members 
Mstep: Class 23 contains 24525 members 
Mstep: Class 24 contains 15446 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9588 members 
Mstep: Class 28 contains 14024 members 
Mstep: Class 29 contains 6501 members 
Mstep: Class 30 contains 17728 members 
Mstep: Class 31 contains 17881 members 
Mstep: Class 32 contains 11146 members 
Mstep: Class 33 contains 6858 members 
Mstep: Class 34 contains 4567 members 
Mstep: Class 35 contains 12540 members 
Mstep: Class 36 contains 28747 members 
Mstep: Class 37 contains 19068 members 
Mstep: Class 38 contains 2184 members 
Mstep: Class 39 contains 8795 members 
Mstep: Class 40 contains 2976 members 
Mstep: Class 41 contains 16908 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3524 members 
Mstep: Class 44 contains 7679 members 
Mstep: Class 45 contains 5375 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5334 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 15954 members 
Mstep: Class 50 contains 15083 members 
Mstep: Class 51 contains 3812 members 
Mstep: Class 52 contains 3481 members 
Mstep: Class 53 contains 4289 members 
Mstep: Class 54 contains 13242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64758072.000000 Penalty: 179211.343750
Iteration 122Q: 55 clusters Score -6.475807e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 56477 members 
Mstep: Class 5 contains 21839 members 
Mstep: Class 6 contains 8004 members 
Mstep: Class 7 contains 2629 members 
Mstep: Class 8 contains 6117 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90342 members 
Mstep: Class 11 contains 8042 members 
Mstep: Class 12 contains 31697 members 
Mstep: Class 13 contains 8287 members 
Mstep: Class 14 contains 3216 members 
Mstep: Class 15 contains 11767 members 
Mstep: Class 16 contains 17178 members 
Mstep: Class 17 contains 4742 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 27234 members 
Mstep: Class 20 contains 10860 members 
Mstep: Class 21 contains 26476 members 
Mstep: Class 22 contains 9931 members 
Mstep: Class 23 contains 24562 members 
Mstep: Class 24 contains 15449 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9585 members 
Mstep: Class 28 contains 14034 members 
Mstep: Class 29 contains 6437 members 
Mstep: Class 30 contains 17704 members 
Mstep: Class 31 contains 17837 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 6889 members 
Mstep: Class 34 contains 4582 members 
Mstep: Class 35 contains 12492 members 
Mstep: Class 36 contains 28718 members 
Mstep: Class 37 contains 19123 members 
Mstep: Class 38 contains 2188 members 
Mstep: Class 39 contains 8762 members 
Mstep: Class 40 contains 3022 members 
Mstep: Class 41 contains 16902 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3555 members 
Mstep: Class 44 contains 7659 members 
Mstep: Class 45 contains 5374 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5484 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 15999 members 
Mstep: Class 50 contains 14977 members 
Mstep: Class 51 contains 3897 members 
Mstep: Class 52 contains 3493 members 
Mstep: Class 53 contains 4562 members 
Mstep: Class 54 contains 13281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64758468.000000 Penalty: 179211.343750
Iteration 123Q: 55 clusters Score -6.475847e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 56585 members 
Mstep: Class 5 contains 21812 members 
Mstep: Class 6 contains 8009 members 
Mstep: Class 7 contains 2555 members 
Mstep: Class 8 contains 6117 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90332 members 
Mstep: Class 11 contains 8025 members 
Mstep: Class 12 contains 31634 members 
Mstep: Class 13 contains 8142 members 
Mstep: Class 14 contains 3262 members 
Mstep: Class 15 contains 11720 members 
Mstep: Class 16 contains 17187 members 
Mstep: Class 17 contains 4744 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 27388 members 
Mstep: Class 20 contains 10832 members 
Mstep: Class 21 contains 26206 members 
Mstep: Class 22 contains 9913 members 
Mstep: Class 23 contains 24591 members 
Mstep: Class 24 contains 15459 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9583 members 
Mstep: Class 28 contains 14038 members 
Mstep: Class 29 contains 6391 members 
Mstep: Class 30 contains 17695 members 
Mstep: Class 31 contains 17803 members 
Mstep: Class 32 contains 11109 members 
Mstep: Class 33 contains 6913 members 
Mstep: Class 34 contains 4593 members 
Mstep: Class 35 contains 12448 members 
Mstep: Class 36 contains 28675 members 
Mstep: Class 37 contains 19156 members 
Mstep: Class 38 contains 2192 members 
Mstep: Class 39 contains 8753 members 
Mstep: Class 40 contains 3058 members 
Mstep: Class 41 contains 16910 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3584 members 
Mstep: Class 44 contains 7655 members 
Mstep: Class 45 contains 5372 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5582 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16032 members 
Mstep: Class 50 contains 14896 members 
Mstep: Class 51 contains 3957 members 
Mstep: Class 52 contains 3496 members 
Mstep: Class 53 contains 4828 members 
Mstep: Class 54 contains 13301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64759016.000000 Penalty: 179211.343750
Iteration 124Q: 55 clusters Score -6.475902e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 56672 members 
Mstep: Class 5 contains 21786 members 
Mstep: Class 6 contains 8021 members 
Mstep: Class 7 contains 2484 members 
Mstep: Class 8 contains 6119 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90328 members 
Mstep: Class 11 contains 8004 members 
Mstep: Class 12 contains 31601 members 
Mstep: Class 13 contains 8035 members 
Mstep: Class 14 contains 3306 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 17188 members 
Mstep: Class 17 contains 4747 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 27502 members 
Mstep: Class 20 contains 10814 members 
Mstep: Class 21 contains 25946 members 
Mstep: Class 22 contains 9912 members 
Mstep: Class 23 contains 24639 members 
Mstep: Class 24 contains 15462 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9583 members 
Mstep: Class 28 contains 14043 members 
Mstep: Class 29 contains 6333 members 
Mstep: Class 30 contains 17689 members 
Mstep: Class 31 contains 17784 members 
Mstep: Class 32 contains 11088 members 
Mstep: Class 33 contains 6928 members 
Mstep: Class 34 contains 4601 members 
Mstep: Class 35 contains 12413 members 
Mstep: Class 36 contains 28643 members 
Mstep: Class 37 contains 19183 members 
Mstep: Class 38 contains 2194 members 
Mstep: Class 39 contains 8740 members 
Mstep: Class 40 contains 3081 members 
Mstep: Class 41 contains 16915 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3604 members 
Mstep: Class 44 contains 7649 members 
Mstep: Class 45 contains 5374 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5646 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16045 members 
Mstep: Class 50 contains 14841 members 
Mstep: Class 51 contains 4012 members 
Mstep: Class 52 contains 3501 members 
Mstep: Class 53 contains 5085 members 
Mstep: Class 54 contains 13308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64759472.000000 Penalty: 179211.343750
Iteration 125Q: 55 clusters Score -6.475947e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 56762 members 
Mstep: Class 5 contains 21766 members 
Mstep: Class 6 contains 8029 members 
Mstep: Class 7 contains 2424 members 
Mstep: Class 8 contains 6119 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90312 members 
Mstep: Class 11 contains 7982 members 
Mstep: Class 12 contains 31580 members 
Mstep: Class 13 contains 7952 members 
Mstep: Class 14 contains 3372 members 
Mstep: Class 15 contains 11630 members 
Mstep: Class 16 contains 17186 members 
Mstep: Class 17 contains 4751 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 27605 members 
Mstep: Class 20 contains 10809 members 
Mstep: Class 21 contains 25663 members 
Mstep: Class 22 contains 9903 members 
Mstep: Class 23 contains 24677 members 
Mstep: Class 24 contains 15471 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9581 members 
Mstep: Class 28 contains 14045 members 
Mstep: Class 29 contains 6279 members 
Mstep: Class 30 contains 17671 members 
Mstep: Class 31 contains 17761 members 
Mstep: Class 32 contains 11062 members 
Mstep: Class 33 contains 6935 members 
Mstep: Class 34 contains 4609 members 
Mstep: Class 35 contains 12382 members 
Mstep: Class 36 contains 28608 members 
Mstep: Class 37 contains 19209 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8730 members 
Mstep: Class 40 contains 3104 members 
Mstep: Class 41 contains 16915 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3612 members 
Mstep: Class 44 contains 7643 members 
Mstep: Class 45 contains 5372 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5702 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16067 members 
Mstep: Class 50 contains 14811 members 
Mstep: Class 51 contains 4060 members 
Mstep: Class 52 contains 3498 members 
Mstep: Class 53 contains 5382 members 
Mstep: Class 54 contains 13306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64759780.000000 Penalty: 179211.343750
Iteration 126Q: 55 clusters Score -6.475978e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 56844 members 
Mstep: Class 5 contains 21748 members 
Mstep: Class 6 contains 8039 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 6120 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90306 members 
Mstep: Class 11 contains 7968 members 
Mstep: Class 12 contains 31548 members 
Mstep: Class 13 contains 7882 members 
Mstep: Class 14 contains 3431 members 
Mstep: Class 15 contains 11591 members 
Mstep: Class 16 contains 17189 members 
Mstep: Class 17 contains 4750 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 27685 members 
Mstep: Class 20 contains 10787 members 
Mstep: Class 21 contains 25372 members 
Mstep: Class 22 contains 9891 members 
Mstep: Class 23 contains 24701 members 
Mstep: Class 24 contains 15476 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9583 members 
Mstep: Class 28 contains 14041 members 
Mstep: Class 29 contains 6225 members 
Mstep: Class 30 contains 17661 members 
Mstep: Class 31 contains 17732 members 
Mstep: Class 32 contains 11040 members 
Mstep: Class 33 contains 6937 members 
Mstep: Class 34 contains 4609 members 
Mstep: Class 35 contains 12349 members 
Mstep: Class 36 contains 28567 members 
Mstep: Class 37 contains 19248 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8736 members 
Mstep: Class 40 contains 3129 members 
Mstep: Class 41 contains 16919 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3625 members 
Mstep: Class 44 contains 7639 members 
Mstep: Class 45 contains 5371 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5735 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16094 members 
Mstep: Class 50 contains 14813 members 
Mstep: Class 51 contains 4091 members 
Mstep: Class 52 contains 3497 members 
Mstep: Class 53 contains 5700 members 
Mstep: Class 54 contains 13298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64760112.000000 Penalty: 179211.343750
Iteration 127Q: 55 clusters Score -6.476011e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 56920 members 
Mstep: Class 5 contains 21734 members 
Mstep: Class 6 contains 8057 members 
Mstep: Class 7 contains 2318 members 
Mstep: Class 8 contains 6118 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90299 members 
Mstep: Class 11 contains 7953 members 
Mstep: Class 12 contains 31537 members 
Mstep: Class 13 contains 7805 members 
Mstep: Class 14 contains 3497 members 
Mstep: Class 15 contains 11562 members 
Mstep: Class 16 contains 17190 members 
Mstep: Class 17 contains 4748 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 27771 members 
Mstep: Class 20 contains 10777 members 
Mstep: Class 21 contains 25057 members 
Mstep: Class 22 contains 9877 members 
Mstep: Class 23 contains 24728 members 
Mstep: Class 24 contains 15481 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9582 members 
Mstep: Class 28 contains 14029 members 
Mstep: Class 29 contains 6175 members 
Mstep: Class 30 contains 17644 members 
Mstep: Class 31 contains 17704 members 
Mstep: Class 32 contains 11024 members 
Mstep: Class 33 contains 6932 members 
Mstep: Class 34 contains 4606 members 
Mstep: Class 35 contains 12326 members 
Mstep: Class 36 contains 28520 members 
Mstep: Class 37 contains 19285 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8744 members 
Mstep: Class 40 contains 3155 members 
Mstep: Class 41 contains 16926 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3634 members 
Mstep: Class 44 contains 7628 members 
Mstep: Class 45 contains 5373 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5760 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16122 members 
Mstep: Class 50 contains 14773 members 
Mstep: Class 51 contains 4121 members 
Mstep: Class 52 contains 3496 members 
Mstep: Class 53 contains 6036 members 
Mstep: Class 54 contains 13313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64760492.000000 Penalty: 179211.343750
Iteration 128Q: 55 clusters Score -6.476049e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 57030 members 
Mstep: Class 5 contains 21719 members 
Mstep: Class 6 contains 8067 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 6113 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90284 members 
Mstep: Class 11 contains 7929 members 
Mstep: Class 12 contains 31525 members 
Mstep: Class 13 contains 7742 members 
Mstep: Class 14 contains 3557 members 
Mstep: Class 15 contains 11522 members 
Mstep: Class 16 contains 17195 members 
Mstep: Class 17 contains 4753 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 27832 members 
Mstep: Class 20 contains 10770 members 
Mstep: Class 21 contains 24732 members 
Mstep: Class 22 contains 9880 members 
Mstep: Class 23 contains 24786 members 
Mstep: Class 24 contains 15485 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9581 members 
Mstep: Class 28 contains 14018 members 
Mstep: Class 29 contains 6128 members 
Mstep: Class 30 contains 17608 members 
Mstep: Class 31 contains 17689 members 
Mstep: Class 32 contains 11008 members 
Mstep: Class 33 contains 6932 members 
Mstep: Class 34 contains 4607 members 
Mstep: Class 35 contains 12308 members 
Mstep: Class 36 contains 28494 members 
Mstep: Class 37 contains 19310 members 
Mstep: Class 38 contains 2197 members 
Mstep: Class 39 contains 8744 members 
Mstep: Class 40 contains 3182 members 
Mstep: Class 41 contains 16916 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3633 members 
Mstep: Class 44 contains 7619 members 
Mstep: Class 45 contains 5375 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5779 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16139 members 
Mstep: Class 50 contains 14740 members 
Mstep: Class 51 contains 4157 members 
Mstep: Class 52 contains 3496 members 
Mstep: Class 53 contains 6352 members 
Mstep: Class 54 contains 13318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64760812.000000 Penalty: 179211.343750
Iteration 129Q: 55 clusters Score -6.476081e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 57102 members 
Mstep: Class 5 contains 21700 members 
Mstep: Class 6 contains 8087 members 
Mstep: Class 7 contains 2232 members 
Mstep: Class 8 contains 6112 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90266 members 
Mstep: Class 11 contains 7901 members 
Mstep: Class 12 contains 31530 members 
Mstep: Class 13 contains 7708 members 
Mstep: Class 14 contains 3619 members 
Mstep: Class 15 contains 11481 members 
Mstep: Class 16 contains 17195 members 
Mstep: Class 17 contains 4759 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 27870 members 
Mstep: Class 20 contains 10767 members 
Mstep: Class 21 contains 24422 members 
Mstep: Class 22 contains 9885 members 
Mstep: Class 23 contains 24834 members 
Mstep: Class 24 contains 15487 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9581 members 
Mstep: Class 28 contains 14026 members 
Mstep: Class 29 contains 6090 members 
Mstep: Class 30 contains 17580 members 
Mstep: Class 31 contains 17665 members 
Mstep: Class 32 contains 10990 members 
Mstep: Class 33 contains 6932 members 
Mstep: Class 34 contains 4606 members 
Mstep: Class 35 contains 12301 members 
Mstep: Class 36 contains 28471 members 
Mstep: Class 37 contains 19337 members 
Mstep: Class 38 contains 2197 members 
Mstep: Class 39 contains 8750 members 
Mstep: Class 40 contains 3206 members 
Mstep: Class 41 contains 16923 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3634 members 
Mstep: Class 44 contains 7611 members 
Mstep: Class 45 contains 5376 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5787 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16146 members 
Mstep: Class 50 contains 14701 members 
Mstep: Class 51 contains 4195 members 
Mstep: Class 52 contains 3496 members 
Mstep: Class 53 contains 6655 members 
Mstep: Class 54 contains 13320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64761100.000000 Penalty: 179211.343750
Iteration 130Q: 55 clusters Score -6.47611e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 57156 members 
Mstep: Class 5 contains 21688 members 
Mstep: Class 6 contains 8099 members 
Mstep: Class 7 contains 2194 members 
Mstep: Class 8 contains 6111 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90254 members 
Mstep: Class 11 contains 7884 members 
Mstep: Class 12 contains 31531 members 
Mstep: Class 13 contains 7671 members 
Mstep: Class 14 contains 3688 members 
Mstep: Class 15 contains 11446 members 
Mstep: Class 16 contains 17187 members 
Mstep: Class 17 contains 4761 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 27917 members 
Mstep: Class 20 contains 10762 members 
Mstep: Class 21 contains 24140 members 
Mstep: Class 22 contains 9887 members 
Mstep: Class 23 contains 24882 members 
Mstep: Class 24 contains 15480 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9579 members 
Mstep: Class 28 contains 14032 members 
Mstep: Class 29 contains 6051 members 
Mstep: Class 30 contains 17567 members 
Mstep: Class 31 contains 17652 members 
Mstep: Class 32 contains 10973 members 
Mstep: Class 33 contains 6931 members 
Mstep: Class 34 contains 4608 members 
Mstep: Class 35 contains 12307 members 
Mstep: Class 36 contains 28440 members 
Mstep: Class 37 contains 19364 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8753 members 
Mstep: Class 40 contains 3230 members 
Mstep: Class 41 contains 16934 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3630 members 
Mstep: Class 44 contains 7596 members 
Mstep: Class 45 contains 5376 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5788 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16154 members 
Mstep: Class 50 contains 14659 members 
Mstep: Class 51 contains 4221 members 
Mstep: Class 52 contains 3496 members 
Mstep: Class 53 contains 6933 members 
Mstep: Class 54 contains 13325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64761080.000000 Penalty: 179211.343750
Iteration 131Q: 55 clusters Score -6.476108e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 57190 members 
Mstep: Class 5 contains 21675 members 
Mstep: Class 6 contains 8100 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 6110 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90243 members 
Mstep: Class 11 contains 7872 members 
Mstep: Class 12 contains 31535 members 
Mstep: Class 13 contains 7637 members 
Mstep: Class 14 contains 3759 members 
Mstep: Class 15 contains 11426 members 
Mstep: Class 16 contains 17182 members 
Mstep: Class 17 contains 4762 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 27961 members 
Mstep: Class 20 contains 10754 members 
Mstep: Class 21 contains 23906 members 
Mstep: Class 22 contains 9882 members 
Mstep: Class 23 contains 24918 members 
Mstep: Class 24 contains 15468 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9579 members 
Mstep: Class 28 contains 14046 members 
Mstep: Class 29 contains 6012 members 
Mstep: Class 30 contains 17565 members 
Mstep: Class 31 contains 17637 members 
Mstep: Class 32 contains 10953 members 
Mstep: Class 33 contains 6933 members 
Mstep: Class 34 contains 4606 members 
Mstep: Class 35 contains 12310 members 
Mstep: Class 36 contains 28419 members 
Mstep: Class 37 contains 19387 members 
Mstep: Class 38 contains 2195 members 
Mstep: Class 39 contains 8760 members 
Mstep: Class 40 contains 3252 members 
Mstep: Class 41 contains 16933 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3627 members 
Mstep: Class 44 contains 7586 members 
Mstep: Class 45 contains 5376 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5790 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16163 members 
Mstep: Class 50 contains 14620 members 
Mstep: Class 51 contains 4239 members 
Mstep: Class 52 contains 3497 members 
Mstep: Class 53 contains 7161 members 
Mstep: Class 54 contains 13341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64761280.000000 Penalty: 179211.343750
Iteration 132Q: 55 clusters Score -6.476128e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 57234 members 
Mstep: Class 5 contains 21661 members 
Mstep: Class 6 contains 8093 members 
Mstep: Class 7 contains 2135 members 
Mstep: Class 8 contains 6108 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90235 members 
Mstep: Class 11 contains 7860 members 
Mstep: Class 12 contains 31528 members 
Mstep: Class 13 contains 7586 members 
Mstep: Class 14 contains 3839 members 
Mstep: Class 15 contains 11404 members 
Mstep: Class 16 contains 17185 members 
Mstep: Class 17 contains 4761 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28012 members 
Mstep: Class 20 contains 10748 members 
Mstep: Class 21 contains 23745 members 
Mstep: Class 22 contains 9880 members 
Mstep: Class 23 contains 24945 members 
Mstep: Class 24 contains 15467 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9579 members 
Mstep: Class 28 contains 14053 members 
Mstep: Class 29 contains 5955 members 
Mstep: Class 30 contains 17575 members 
Mstep: Class 31 contains 17624 members 
Mstep: Class 32 contains 10928 members 
Mstep: Class 33 contains 6931 members 
Mstep: Class 34 contains 4605 members 
Mstep: Class 35 contains 12313 members 
Mstep: Class 36 contains 28397 members 
Mstep: Class 37 contains 19405 members 
Mstep: Class 38 contains 2195 members 
Mstep: Class 39 contains 8766 members 
Mstep: Class 40 contains 3270 members 
Mstep: Class 41 contains 16932 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3624 members 
Mstep: Class 44 contains 7580 members 
Mstep: Class 45 contains 5377 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5791 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16168 members 
Mstep: Class 50 contains 14599 members 
Mstep: Class 51 contains 4256 members 
Mstep: Class 52 contains 3497 members 
Mstep: Class 53 contains 7330 members 
Mstep: Class 54 contains 13357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64761420.000000 Penalty: 179211.343750
Iteration 133Q: 55 clusters Score -6.476142e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 57274 members 
Mstep: Class 5 contains 21650 members 
Mstep: Class 6 contains 8089 members 
Mstep: Class 7 contains 2111 members 
Mstep: Class 8 contains 6105 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90225 members 
Mstep: Class 11 contains 7855 members 
Mstep: Class 12 contains 31520 members 
Mstep: Class 13 contains 7548 members 
Mstep: Class 14 contains 3920 members 
Mstep: Class 15 contains 11379 members 
Mstep: Class 16 contains 17181 members 
Mstep: Class 17 contains 4761 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28050 members 
Mstep: Class 20 contains 10744 members 
Mstep: Class 21 contains 23614 members 
Mstep: Class 22 contains 9886 members 
Mstep: Class 23 contains 24957 members 
Mstep: Class 24 contains 15468 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9580 members 
Mstep: Class 28 contains 14051 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 17587 members 
Mstep: Class 31 contains 17617 members 
Mstep: Class 32 contains 10892 members 
Mstep: Class 33 contains 6933 members 
Mstep: Class 34 contains 4603 members 
Mstep: Class 35 contains 12312 members 
Mstep: Class 36 contains 28380 members 
Mstep: Class 37 contains 19422 members 
Mstep: Class 38 contains 2195 members 
Mstep: Class 39 contains 8770 members 
Mstep: Class 40 contains 3284 members 
Mstep: Class 41 contains 16931 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3622 members 
Mstep: Class 44 contains 7580 members 
Mstep: Class 45 contains 5377 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5792 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16168 members 
Mstep: Class 50 contains 14576 members 
Mstep: Class 51 contains 4275 members 
Mstep: Class 52 contains 3497 members 
Mstep: Class 53 contains 7468 members 
Mstep: Class 54 contains 13380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64761620.000000 Penalty: 179211.343750
Iteration 134Q: 55 clusters Score -6.476162e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 57313 members 
Mstep: Class 5 contains 21638 members 
Mstep: Class 6 contains 8090 members 
Mstep: Class 7 contains 2089 members 
Mstep: Class 8 contains 6104 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90214 members 
Mstep: Class 11 contains 7842 members 
Mstep: Class 12 contains 31518 members 
Mstep: Class 13 contains 7503 members 
Mstep: Class 14 contains 3989 members 
Mstep: Class 15 contains 11362 members 
Mstep: Class 16 contains 17171 members 
Mstep: Class 17 contains 4761 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28089 members 
Mstep: Class 20 contains 10741 members 
Mstep: Class 21 contains 23542 members 
Mstep: Class 22 contains 9886 members 
Mstep: Class 23 contains 24973 members 
Mstep: Class 24 contains 15478 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9581 members 
Mstep: Class 28 contains 14047 members 
Mstep: Class 29 contains 5865 members 
Mstep: Class 30 contains 17569 members 
Mstep: Class 31 contains 17606 members 
Mstep: Class 32 contains 10872 members 
Mstep: Class 33 contains 6936 members 
Mstep: Class 34 contains 4605 members 
Mstep: Class 35 contains 12306 members 
Mstep: Class 36 contains 28356 members 
Mstep: Class 37 contains 19437 members 
Mstep: Class 38 contains 2195 members 
Mstep: Class 39 contains 8777 members 
Mstep: Class 40 contains 3295 members 
Mstep: Class 41 contains 16936 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3621 members 
Mstep: Class 44 contains 7576 members 
Mstep: Class 45 contains 5378 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5788 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16169 members 
Mstep: Class 50 contains 14569 members 
Mstep: Class 51 contains 4298 members 
Mstep: Class 52 contains 3496 members 
Mstep: Class 53 contains 7557 members 
Mstep: Class 54 contains 13395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64761548.000000 Penalty: 179211.343750
Iteration 135Q: 55 clusters Score -6.476155e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 57360 members 
Mstep: Class 5 contains 21633 members 
Mstep: Class 6 contains 8094 members 
Mstep: Class 7 contains 2068 members 
Mstep: Class 8 contains 6105 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90202 members 
Mstep: Class 11 contains 7826 members 
Mstep: Class 12 contains 31503 members 
Mstep: Class 13 contains 7448 members 
Mstep: Class 14 contains 4054 members 
Mstep: Class 15 contains 11359 members 
Mstep: Class 16 contains 17165 members 
Mstep: Class 17 contains 4762 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28127 members 
Mstep: Class 20 contains 10735 members 
Mstep: Class 21 contains 23461 members 
Mstep: Class 22 contains 9884 members 
Mstep: Class 23 contains 25005 members 
Mstep: Class 24 contains 15477 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9582 members 
Mstep: Class 28 contains 14045 members 
Mstep: Class 29 contains 5829 members 
Mstep: Class 30 contains 17566 members 
Mstep: Class 31 contains 17599 members 
Mstep: Class 32 contains 10841 members 
Mstep: Class 33 contains 6932 members 
Mstep: Class 34 contains 4607 members 
Mstep: Class 35 contains 12296 members 
Mstep: Class 36 contains 28338 members 
Mstep: Class 37 contains 19448 members 
Mstep: Class 38 contains 2195 members 
Mstep: Class 39 contains 8789 members 
Mstep: Class 40 contains 3309 members 
Mstep: Class 41 contains 16936 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3620 members 
Mstep: Class 44 contains 7577 members 
Mstep: Class 45 contains 5378 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5793 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16177 members 
Mstep: Class 50 contains 14554 members 
Mstep: Class 51 contains 4313 members 
Mstep: Class 52 contains 3494 members 
Mstep: Class 53 contains 7644 members 
Mstep: Class 54 contains 13403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64761520.000000 Penalty: 179211.343750
Iteration 136Q: 55 clusters Score -6.476152e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 57415 members 
Mstep: Class 5 contains 21625 members 
Mstep: Class 6 contains 8091 members 
Mstep: Class 7 contains 2054 members 
Mstep: Class 8 contains 6103 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90192 members 
Mstep: Class 11 contains 7822 members 
Mstep: Class 12 contains 31488 members 
Mstep: Class 13 contains 7375 members 
Mstep: Class 14 contains 4098 members 
Mstep: Class 15 contains 11336 members 
Mstep: Class 16 contains 17177 members 
Mstep: Class 17 contains 4765 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28167 members 
Mstep: Class 20 contains 10732 members 
Mstep: Class 21 contains 23386 members 
Mstep: Class 22 contains 9884 members 
Mstep: Class 23 contains 25026 members 
Mstep: Class 24 contains 15476 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9581 members 
Mstep: Class 28 contains 14035 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 17577 members 
Mstep: Class 31 contains 17590 members 
Mstep: Class 32 contains 10830 members 
Mstep: Class 33 contains 6932 members 
Mstep: Class 34 contains 4613 members 
Mstep: Class 35 contains 12291 members 
Mstep: Class 36 contains 28310 members 
Mstep: Class 37 contains 19463 members 
Mstep: Class 38 contains 2195 members 
Mstep: Class 39 contains 8795 members 
Mstep: Class 40 contains 3318 members 
Mstep: Class 41 contains 16934 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3621 members 
Mstep: Class 44 contains 7574 members 
Mstep: Class 45 contains 5380 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5797 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16178 members 
Mstep: Class 50 contains 14541 members 
Mstep: Class 51 contains 4330 members 
Mstep: Class 52 contains 3494 members 
Mstep: Class 53 contains 7722 members 
Mstep: Class 54 contains 13418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64761716.000000 Penalty: 179211.343750
Iteration 137Q: 55 clusters Score -6.476172e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 57463 members 
Mstep: Class 5 contains 21618 members 
Mstep: Class 6 contains 8086 members 
Mstep: Class 7 contains 2049 members 
Mstep: Class 8 contains 6102 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90189 members 
Mstep: Class 11 contains 7817 members 
Mstep: Class 12 contains 31481 members 
Mstep: Class 13 contains 7312 members 
Mstep: Class 14 contains 4144 members 
Mstep: Class 15 contains 11310 members 
Mstep: Class 16 contains 17189 members 
Mstep: Class 17 contains 4767 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28202 members 
Mstep: Class 20 contains 10729 members 
Mstep: Class 21 contains 23331 members 
Mstep: Class 22 contains 9885 members 
Mstep: Class 23 contains 25054 members 
Mstep: Class 24 contains 15473 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9582 members 
Mstep: Class 28 contains 14035 members 
Mstep: Class 29 contains 5772 members 
Mstep: Class 30 contains 17585 members 
Mstep: Class 31 contains 17578 members 
Mstep: Class 32 contains 10809 members 
Mstep: Class 33 contains 6933 members 
Mstep: Class 34 contains 4616 members 
Mstep: Class 35 contains 12286 members 
Mstep: Class 36 contains 28287 members 
Mstep: Class 37 contains 19476 members 
Mstep: Class 38 contains 2195 members 
Mstep: Class 39 contains 8803 members 
Mstep: Class 40 contains 3331 members 
Mstep: Class 41 contains 16934 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3620 members 
Mstep: Class 44 contains 7569 members 
Mstep: Class 45 contains 5380 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5804 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16177 members 
Mstep: Class 50 contains 14514 members 
Mstep: Class 51 contains 4337 members 
Mstep: Class 52 contains 3494 members 
Mstep: Class 53 contains 7782 members 
Mstep: Class 54 contains 13433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64761676.000000 Penalty: 179211.343750
Iteration 138Q: 55 clusters Score -6.476168e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 57493 members 
Mstep: Class 5 contains 21614 members 
Mstep: Class 6 contains 8093 members 
Mstep: Class 7 contains 2037 members 
Mstep: Class 8 contains 6101 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90183 members 
Mstep: Class 11 contains 7804 members 
Mstep: Class 12 contains 31475 members 
Mstep: Class 13 contains 7265 members 
Mstep: Class 14 contains 4189 members 
Mstep: Class 15 contains 11291 members 
Mstep: Class 16 contains 17185 members 
Mstep: Class 17 contains 4769 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28238 members 
Mstep: Class 20 contains 10724 members 
Mstep: Class 21 contains 23276 members 
Mstep: Class 22 contains 9889 members 
Mstep: Class 23 contains 25073 members 
Mstep: Class 24 contains 15480 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9583 members 
Mstep: Class 28 contains 14037 members 
Mstep: Class 29 contains 5744 members 
Mstep: Class 30 contains 17603 members 
Mstep: Class 31 contains 17568 members 
Mstep: Class 32 contains 10782 members 
Mstep: Class 33 contains 6934 members 
Mstep: Class 34 contains 4617 members 
Mstep: Class 35 contains 12282 members 
Mstep: Class 36 contains 28261 members 
Mstep: Class 37 contains 19487 members 
Mstep: Class 38 contains 2195 members 
Mstep: Class 39 contains 8809 members 
Mstep: Class 40 contains 3346 members 
Mstep: Class 41 contains 16940 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3619 members 
Mstep: Class 44 contains 7571 members 
Mstep: Class 45 contains 5382 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5806 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16176 members 
Mstep: Class 50 contains 14492 members 
Mstep: Class 51 contains 4347 members 
Mstep: Class 52 contains 3493 members 
Mstep: Class 53 contains 7833 members 
Mstep: Class 54 contains 13447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64761840.000000 Penalty: 179211.343750
Iteration 139Q: 55 clusters Score -6.476184e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 57513 members 
Mstep: Class 5 contains 21610 members 
Mstep: Class 6 contains 8095 members 
Mstep: Class 7 contains 2027 members 
Mstep: Class 8 contains 6104 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90180 members 
Mstep: Class 11 contains 7795 members 
Mstep: Class 12 contains 31466 members 
Mstep: Class 13 contains 7204 members 
Mstep: Class 14 contains 4235 members 
Mstep: Class 15 contains 11276 members 
Mstep: Class 16 contains 17191 members 
Mstep: Class 17 contains 4769 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28264 members 
Mstep: Class 20 contains 10717 members 
Mstep: Class 21 contains 23231 members 
Mstep: Class 22 contains 9895 members 
Mstep: Class 23 contains 25090 members 
Mstep: Class 24 contains 15485 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9579 members 
Mstep: Class 28 contains 14043 members 
Mstep: Class 29 contains 5720 members 
Mstep: Class 30 contains 17630 members 
Mstep: Class 31 contains 17554 members 
Mstep: Class 32 contains 10764 members 
Mstep: Class 33 contains 6936 members 
Mstep: Class 34 contains 4621 members 
Mstep: Class 35 contains 12279 members 
Mstep: Class 36 contains 28243 members 
Mstep: Class 37 contains 19496 members 
Mstep: Class 38 contains 2195 members 
Mstep: Class 39 contains 8812 members 
Mstep: Class 40 contains 3359 members 
Mstep: Class 41 contains 16941 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3617 members 
Mstep: Class 44 contains 7570 members 
Mstep: Class 45 contains 5383 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5810 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16174 members 
Mstep: Class 50 contains 14473 members 
Mstep: Class 51 contains 4351 members 
Mstep: Class 52 contains 3493 members 
Mstep: Class 53 contains 7874 members 
Mstep: Class 54 contains 13469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64762252.000000 Penalty: 179211.343750
Iteration 140F: 55 clusters Score -6.476225e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 57532 members 
Mstep: Class 5 contains 21609 members 
Mstep: Class 6 contains 8088 members 
Mstep: Class 7 contains 2020 members 
Mstep: Class 8 contains 6105 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90179 members 
Mstep: Class 11 contains 7792 members 
Mstep: Class 12 contains 31453 members 
Mstep: Class 13 contains 7146 members 
Mstep: Class 14 contains 4286 members 
Mstep: Class 15 contains 11252 members 
Mstep: Class 16 contains 17205 members 
Mstep: Class 17 contains 4769 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28287 members 
Mstep: Class 20 contains 10706 members 
Mstep: Class 21 contains 22765 members 
Mstep: Class 22 contains 9894 members 
Mstep: Class 23 contains 25112 members 
Mstep: Class 24 contains 15479 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14050 members 
Mstep: Class 29 contains 5693 members 
Mstep: Class 30 contains 17675 members 
Mstep: Class 31 contains 17543 members 
Mstep: Class 32 contains 10742 members 
Mstep: Class 33 contains 6934 members 
Mstep: Class 34 contains 4620 members 
Mstep: Class 35 contains 12269 members 
Mstep: Class 36 contains 28220 members 
Mstep: Class 37 contains 19502 members 
Mstep: Class 38 contains 2195 members 
Mstep: Class 39 contains 8818 members 
Mstep: Class 40 contains 3371 members 
Mstep: Class 41 contains 16943 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3618 members 
Mstep: Class 44 contains 7572 members 
Mstep: Class 45 contains 5385 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5810 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16172 members 
Mstep: Class 50 contains 14464 members 
Mstep: Class 51 contains 4356 members 
Mstep: Class 52 contains 3493 members 
Mstep: Class 53 contains 8346 members 
Mstep: Class 54 contains 13487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64762644.000000 Penalty: 179211.343750
Iteration 141Q: 55 clusters Score -6.476264e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 57559 members 
Mstep: Class 5 contains 21615 members 
Mstep: Class 6 contains 8076 members 
Mstep: Class 7 contains 2013 members 
Mstep: Class 8 contains 6105 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90173 members 
Mstep: Class 11 contains 7788 members 
Mstep: Class 12 contains 31444 members 
Mstep: Class 13 contains 7100 members 
Mstep: Class 14 contains 4336 members 
Mstep: Class 15 contains 11238 members 
Mstep: Class 16 contains 17209 members 
Mstep: Class 17 contains 4769 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28314 members 
Mstep: Class 20 contains 10694 members 
Mstep: Class 21 contains 22212 members 
Mstep: Class 22 contains 9892 members 
Mstep: Class 23 contains 25120 members 
Mstep: Class 24 contains 15479 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9574 members 
Mstep: Class 28 contains 14051 members 
Mstep: Class 29 contains 5682 members 
Mstep: Class 30 contains 17695 members 
Mstep: Class 31 contains 17535 members 
Mstep: Class 32 contains 10726 members 
Mstep: Class 33 contains 6933 members 
Mstep: Class 34 contains 4622 members 
Mstep: Class 35 contains 12255 members 
Mstep: Class 36 contains 28203 members 
Mstep: Class 37 contains 19513 members 
Mstep: Class 38 contains 2195 members 
Mstep: Class 39 contains 8829 members 
Mstep: Class 40 contains 3381 members 
Mstep: Class 41 contains 16942 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3620 members 
Mstep: Class 44 contains 7572 members 
Mstep: Class 45 contains 5384 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5807 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16168 members 
Mstep: Class 50 contains 14447 members 
Mstep: Class 51 contains 4358 members 
Mstep: Class 52 contains 3493 members 
Mstep: Class 53 contains 8901 members 
Mstep: Class 54 contains 13511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64763160.000000 Penalty: 179211.343750
Iteration 142Q: 55 clusters Score -6.476316e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 57598 members 
Mstep: Class 5 contains 21619 members 
Mstep: Class 6 contains 8065 members 
Mstep: Class 7 contains 1998 members 
Mstep: Class 8 contains 6103 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90172 members 
Mstep: Class 11 contains 7788 members 
Mstep: Class 12 contains 31444 members 
Mstep: Class 13 contains 7036 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 11221 members 
Mstep: Class 16 contains 17216 members 
Mstep: Class 17 contains 4769 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28348 members 
Mstep: Class 20 contains 10681 members 
Mstep: Class 21 contains 21610 members 
Mstep: Class 22 contains 9890 members 
Mstep: Class 23 contains 25133 members 
Mstep: Class 24 contains 15482 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9573 members 
Mstep: Class 28 contains 14056 members 
Mstep: Class 29 contains 5672 members 
Mstep: Class 30 contains 17714 members 
Mstep: Class 31 contains 17525 members 
Mstep: Class 32 contains 10718 members 
Mstep: Class 33 contains 6932 members 
Mstep: Class 34 contains 4621 members 
Mstep: Class 35 contains 12238 members 
Mstep: Class 36 contains 28189 members 
Mstep: Class 37 contains 19521 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8845 members 
Mstep: Class 40 contains 3393 members 
Mstep: Class 41 contains 16940 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3620 members 
Mstep: Class 44 contains 7571 members 
Mstep: Class 45 contains 5386 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5798 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16167 members 
Mstep: Class 50 contains 14426 members 
Mstep: Class 51 contains 4358 members 
Mstep: Class 52 contains 3494 members 
Mstep: Class 53 contains 9523 members 
Mstep: Class 54 contains 13524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64763660.000000 Penalty: 179211.343750
Iteration 143Q: 55 clusters Score -6.476366e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 57619 members 
Mstep: Class 5 contains 21617 members 
Mstep: Class 6 contains 8044 members 
Mstep: Class 7 contains 1989 members 
Mstep: Class 8 contains 6104 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90169 members 
Mstep: Class 11 contains 7784 members 
Mstep: Class 12 contains 31447 members 
Mstep: Class 13 contains 7005 members 
Mstep: Class 14 contains 4382 members 
Mstep: Class 15 contains 11196 members 
Mstep: Class 16 contains 17217 members 
Mstep: Class 17 contains 4770 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28381 members 
Mstep: Class 20 contains 10670 members 
Mstep: Class 21 contains 21012 members 
Mstep: Class 22 contains 9900 members 
Mstep: Class 23 contains 25144 members 
Mstep: Class 24 contains 15481 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9574 members 
Mstep: Class 28 contains 14059 members 
Mstep: Class 29 contains 5658 members 
Mstep: Class 30 contains 17709 members 
Mstep: Class 31 contains 17510 members 
Mstep: Class 32 contains 10716 members 
Mstep: Class 33 contains 6929 members 
Mstep: Class 34 contains 4620 members 
Mstep: Class 35 contains 12229 members 
Mstep: Class 36 contains 28176 members 
Mstep: Class 37 contains 19528 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8860 members 
Mstep: Class 40 contains 3402 members 
Mstep: Class 41 contains 16945 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3620 members 
Mstep: Class 44 contains 7571 members 
Mstep: Class 45 contains 5386 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5792 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16163 members 
Mstep: Class 50 contains 14402 members 
Mstep: Class 51 contains 4360 members 
Mstep: Class 52 contains 3495 members 
Mstep: Class 53 contains 10162 members 
Mstep: Class 54 contains 13540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64764112.000000 Penalty: 179211.343750
Iteration 144Q: 55 clusters Score -6.476411e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 57626 members 
Mstep: Class 5 contains 21614 members 
Mstep: Class 6 contains 8007 members 
Mstep: Class 7 contains 1976 members 
Mstep: Class 8 contains 6103 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90168 members 
Mstep: Class 11 contains 7782 members 
Mstep: Class 12 contains 31450 members 
Mstep: Class 13 contains 6973 members 
Mstep: Class 14 contains 4400 members 
Mstep: Class 15 contains 11181 members 
Mstep: Class 16 contains 17224 members 
Mstep: Class 17 contains 4770 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28408 members 
Mstep: Class 20 contains 10658 members 
Mstep: Class 21 contains 20463 members 
Mstep: Class 22 contains 9900 members 
Mstep: Class 23 contains 25163 members 
Mstep: Class 24 contains 15477 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9574 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5645 members 
Mstep: Class 30 contains 17709 members 
Mstep: Class 31 contains 17502 members 
Mstep: Class 32 contains 10704 members 
Mstep: Class 33 contains 6926 members 
Mstep: Class 34 contains 4620 members 
Mstep: Class 35 contains 12218 members 
Mstep: Class 36 contains 28166 members 
Mstep: Class 37 contains 19535 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8871 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16947 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3620 members 
Mstep: Class 44 contains 7573 members 
Mstep: Class 45 contains 5388 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5783 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16164 members 
Mstep: Class 50 contains 14377 members 
Mstep: Class 51 contains 4364 members 
Mstep: Class 52 contains 3494 members 
Mstep: Class 53 contains 10772 members 
Mstep: Class 54 contains 13563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64764520.000000 Penalty: 179211.343750
Iteration 145Q: 55 clusters Score -6.476452e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 57659 members 
Mstep: Class 5 contains 21617 members 
Mstep: Class 6 contains 7957 members 
Mstep: Class 7 contains 1962 members 
Mstep: Class 8 contains 6104 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90167 members 
Mstep: Class 11 contains 7783 members 
Mstep: Class 12 contains 31457 members 
Mstep: Class 13 contains 6946 members 
Mstep: Class 14 contains 4417 members 
Mstep: Class 15 contains 11163 members 
Mstep: Class 16 contains 17225 members 
Mstep: Class 17 contains 4770 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28432 members 
Mstep: Class 20 contains 10651 members 
Mstep: Class 21 contains 19951 members 
Mstep: Class 22 contains 9905 members 
Mstep: Class 23 contains 25167 members 
Mstep: Class 24 contains 15482 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9574 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5630 members 
Mstep: Class 30 contains 17712 members 
Mstep: Class 31 contains 17486 members 
Mstep: Class 32 contains 10697 members 
Mstep: Class 33 contains 6925 members 
Mstep: Class 34 contains 4618 members 
Mstep: Class 35 contains 12194 members 
Mstep: Class 36 contains 28158 members 
Mstep: Class 37 contains 19538 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8876 members 
Mstep: Class 40 contains 3429 members 
Mstep: Class 41 contains 16958 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3620 members 
Mstep: Class 44 contains 7577 members 
Mstep: Class 45 contains 5388 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5773 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16165 members 
Mstep: Class 50 contains 14352 members 
Mstep: Class 51 contains 4370 members 
Mstep: Class 52 contains 3494 members 
Mstep: Class 53 contains 11342 members 
Mstep: Class 54 contains 13581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64764880.000000 Penalty: 179211.343750
Iteration 146Q: 55 clusters Score -6.476488e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 57708 members 
Mstep: Class 5 contains 21619 members 
Mstep: Class 6 contains 7903 members 
Mstep: Class 7 contains 1956 members 
Mstep: Class 8 contains 6102 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90161 members 
Mstep: Class 11 contains 7781 members 
Mstep: Class 12 contains 31454 members 
Mstep: Class 13 contains 6924 members 
Mstep: Class 14 contains 4432 members 
Mstep: Class 15 contains 11149 members 
Mstep: Class 16 contains 17226 members 
Mstep: Class 17 contains 4771 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28461 members 
Mstep: Class 20 contains 10639 members 
Mstep: Class 21 contains 19445 members 
Mstep: Class 22 contains 9904 members 
Mstep: Class 23 contains 25180 members 
Mstep: Class 24 contains 15490 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9574 members 
Mstep: Class 28 contains 14063 members 
Mstep: Class 29 contains 5626 members 
Mstep: Class 30 contains 17705 members 
Mstep: Class 31 contains 17471 members 
Mstep: Class 32 contains 10688 members 
Mstep: Class 33 contains 6923 members 
Mstep: Class 34 contains 4617 members 
Mstep: Class 35 contains 12181 members 
Mstep: Class 36 contains 28148 members 
Mstep: Class 37 contains 19544 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8890 members 
Mstep: Class 40 contains 3438 members 
Mstep: Class 41 contains 16957 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3620 members 
Mstep: Class 44 contains 7581 members 
Mstep: Class 45 contains 5388 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5763 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16164 members 
Mstep: Class 50 contains 14338 members 
Mstep: Class 51 contains 4371 members 
Mstep: Class 52 contains 3494 members 
Mstep: Class 53 contains 11893 members 
Mstep: Class 54 contains 13595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64765272.000000 Penalty: 179211.343750
Iteration 147Q: 55 clusters Score -6.476527e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 57748 members 
Mstep: Class 5 contains 21617 members 
Mstep: Class 6 contains 7860 members 
Mstep: Class 7 contains 1941 members 
Mstep: Class 8 contains 6102 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90160 members 
Mstep: Class 11 contains 7780 members 
Mstep: Class 12 contains 31444 members 
Mstep: Class 13 contains 6901 members 
Mstep: Class 14 contains 4439 members 
Mstep: Class 15 contains 11128 members 
Mstep: Class 16 contains 17229 members 
Mstep: Class 17 contains 4772 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28481 members 
Mstep: Class 20 contains 10631 members 
Mstep: Class 21 contains 18946 members 
Mstep: Class 22 contains 9907 members 
Mstep: Class 23 contains 25204 members 
Mstep: Class 24 contains 15488 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9574 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5626 members 
Mstep: Class 30 contains 17722 members 
Mstep: Class 31 contains 17462 members 
Mstep: Class 32 contains 10684 members 
Mstep: Class 33 contains 6922 members 
Mstep: Class 34 contains 4616 members 
Mstep: Class 35 contains 12173 members 
Mstep: Class 36 contains 28135 members 
Mstep: Class 37 contains 19552 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8899 members 
Mstep: Class 40 contains 3444 members 
Mstep: Class 41 contains 16957 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3620 members 
Mstep: Class 44 contains 7578 members 
Mstep: Class 45 contains 5387 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5753 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16161 members 
Mstep: Class 50 contains 14325 members 
Mstep: Class 51 contains 4372 members 
Mstep: Class 52 contains 3494 members 
Mstep: Class 53 contains 12429 members 
Mstep: Class 54 contains 13607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64765516.000000 Penalty: 179211.343750
Iteration 148Q: 55 clusters Score -6.476552e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 57798 members 
Mstep: Class 5 contains 21614 members 
Mstep: Class 6 contains 7820 members 
Mstep: Class 7 contains 1929 members 
Mstep: Class 8 contains 6100 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90161 members 
Mstep: Class 11 contains 7778 members 
Mstep: Class 12 contains 31429 members 
Mstep: Class 13 contains 6873 members 
Mstep: Class 14 contains 4446 members 
Mstep: Class 15 contains 11096 members 
Mstep: Class 16 contains 17233 members 
Mstep: Class 17 contains 4773 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28505 members 
Mstep: Class 20 contains 10627 members 
Mstep: Class 21 contains 18487 members 
Mstep: Class 22 contains 9912 members 
Mstep: Class 23 contains 25233 members 
Mstep: Class 24 contains 15484 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9574 members 
Mstep: Class 28 contains 14070 members 
Mstep: Class 29 contains 5624 members 
Mstep: Class 30 contains 17741 members 
Mstep: Class 31 contains 17443 members 
Mstep: Class 32 contains 10671 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4614 members 
Mstep: Class 35 contains 12179 members 
Mstep: Class 36 contains 28122 members 
Mstep: Class 37 contains 19560 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8905 members 
Mstep: Class 40 contains 3447 members 
Mstep: Class 41 contains 16952 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3620 members 
Mstep: Class 44 contains 7579 members 
Mstep: Class 45 contains 5386 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5750 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16159 members 
Mstep: Class 50 contains 14308 members 
Mstep: Class 51 contains 4376 members 
Mstep: Class 52 contains 3493 members 
Mstep: Class 53 contains 12933 members 
Mstep: Class 54 contains 13615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64765976.000000 Penalty: 179211.343750
Iteration 149Q: 55 clusters Score -6.476598e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 57864 members 
Mstep: Class 5 contains 21611 members 
Mstep: Class 6 contains 7772 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 6100 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90157 members 
Mstep: Class 11 contains 7772 members 
Mstep: Class 12 contains 31425 members 
Mstep: Class 13 contains 6842 members 
Mstep: Class 14 contains 4455 members 
Mstep: Class 15 contains 11069 members 
Mstep: Class 16 contains 17246 members 
Mstep: Class 17 contains 4773 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28518 members 
Mstep: Class 20 contains 10623 members 
Mstep: Class 21 contains 18001 members 
Mstep: Class 22 contains 9918 members 
Mstep: Class 23 contains 25259 members 
Mstep: Class 24 contains 15482 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9574 members 
Mstep: Class 28 contains 14074 members 
Mstep: Class 29 contains 5621 members 
Mstep: Class 30 contains 17766 members 
Mstep: Class 31 contains 17426 members 
Mstep: Class 32 contains 10666 members 
Mstep: Class 33 contains 6917 members 
Mstep: Class 34 contains 4617 members 
Mstep: Class 35 contains 12175 members 
Mstep: Class 36 contains 28110 members 
Mstep: Class 37 contains 19568 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8904 members 
Mstep: Class 40 contains 3452 members 
Mstep: Class 41 contains 16950 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3620 members 
Mstep: Class 44 contains 7577 members 
Mstep: Class 45 contains 5387 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5740 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16154 members 
Mstep: Class 50 contains 14306 members 
Mstep: Class 51 contains 4377 members 
Mstep: Class 52 contains 3494 members 
Mstep: Class 53 contains 13430 members 
Mstep: Class 54 contains 13627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64766456.000000 Penalty: 179211.343750
Iteration 150Q: 55 clusters Score -6.476646e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 57910 members 
Mstep: Class 5 contains 21608 members 
Mstep: Class 6 contains 7728 members 
Mstep: Class 7 contains 1904 members 
Mstep: Class 8 contains 6099 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90156 members 
Mstep: Class 11 contains 7767 members 
Mstep: Class 12 contains 31415 members 
Mstep: Class 13 contains 6810 members 
Mstep: Class 14 contains 4460 members 
Mstep: Class 15 contains 11053 members 
Mstep: Class 16 contains 17255 members 
Mstep: Class 17 contains 4773 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28535 members 
Mstep: Class 20 contains 10619 members 
Mstep: Class 21 contains 17551 members 
Mstep: Class 22 contains 9926 members 
Mstep: Class 23 contains 25285 members 
Mstep: Class 24 contains 15477 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9574 members 
Mstep: Class 28 contains 14073 members 
Mstep: Class 29 contains 5622 members 
Mstep: Class 30 contains 17780 members 
Mstep: Class 31 contains 17401 members 
Mstep: Class 32 contains 10662 members 
Mstep: Class 33 contains 6913 members 
Mstep: Class 34 contains 4617 members 
Mstep: Class 35 contains 12166 members 
Mstep: Class 36 contains 28089 members 
Mstep: Class 37 contains 19584 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8909 members 
Mstep: Class 40 contains 3456 members 
Mstep: Class 41 contains 16946 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3621 members 
Mstep: Class 44 contains 7575 members 
Mstep: Class 45 contains 5385 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5728 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16152 members 
Mstep: Class 50 contains 14322 members 
Mstep: Class 51 contains 4376 members 
Mstep: Class 52 contains 3493 members 
Mstep: Class 53 contains 13922 members 
Mstep: Class 54 contains 13640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64766856.000000 Penalty: 179211.343750
Iteration 151Q: 55 clusters Score -6.476686e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 57959 members 
Mstep: Class 5 contains 21605 members 
Mstep: Class 6 contains 7680 members 
Mstep: Class 7 contains 1896 members 
Mstep: Class 8 contains 6098 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90157 members 
Mstep: Class 11 contains 7763 members 
Mstep: Class 12 contains 31394 members 
Mstep: Class 13 contains 6782 members 
Mstep: Class 14 contains 4462 members 
Mstep: Class 15 contains 11040 members 
Mstep: Class 16 contains 17258 members 
Mstep: Class 17 contains 4775 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28557 members 
Mstep: Class 20 contains 10618 members 
Mstep: Class 21 contains 17118 members 
Mstep: Class 22 contains 9938 members 
Mstep: Class 23 contains 25298 members 
Mstep: Class 24 contains 15481 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9574 members 
Mstep: Class 28 contains 14070 members 
Mstep: Class 29 contains 5621 members 
Mstep: Class 30 contains 17798 members 
Mstep: Class 31 contains 17378 members 
Mstep: Class 32 contains 10662 members 
Mstep: Class 33 contains 6912 members 
Mstep: Class 34 contains 4620 members 
Mstep: Class 35 contains 12166 members 
Mstep: Class 36 contains 28064 members 
Mstep: Class 37 contains 19596 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8909 members 
Mstep: Class 40 contains 3454 members 
Mstep: Class 41 contains 16941 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3621 members 
Mstep: Class 44 contains 7571 members 
Mstep: Class 45 contains 5386 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5713 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16149 members 
Mstep: Class 50 contains 14345 members 
Mstep: Class 51 contains 4379 members 
Mstep: Class 52 contains 3493 members 
Mstep: Class 53 contains 14387 members 
Mstep: Class 54 contains 13649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767068.000000 Penalty: 179211.343750
Iteration 152Q: 55 clusters Score -6.476707e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 57985 members 
Mstep: Class 5 contains 21601 members 
Mstep: Class 6 contains 7641 members 
Mstep: Class 7 contains 1886 members 
Mstep: Class 8 contains 6098 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90158 members 
Mstep: Class 11 contains 7759 members 
Mstep: Class 12 contains 31389 members 
Mstep: Class 13 contains 6769 members 
Mstep: Class 14 contains 4462 members 
Mstep: Class 15 contains 11018 members 
Mstep: Class 16 contains 17249 members 
Mstep: Class 17 contains 4779 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28571 members 
Mstep: Class 20 contains 10613 members 
Mstep: Class 21 contains 16770 members 
Mstep: Class 22 contains 9943 members 
Mstep: Class 23 contains 25320 members 
Mstep: Class 24 contains 15480 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9574 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5624 members 
Mstep: Class 30 contains 17807 members 
Mstep: Class 31 contains 17342 members 
Mstep: Class 32 contains 10659 members 
Mstep: Class 33 contains 6910 members 
Mstep: Class 34 contains 4625 members 
Mstep: Class 35 contains 12179 members 
Mstep: Class 36 contains 28045 members 
Mstep: Class 37 contains 19607 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8913 members 
Mstep: Class 40 contains 3455 members 
Mstep: Class 41 contains 16942 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3622 members 
Mstep: Class 44 contains 7566 members 
Mstep: Class 45 contains 5386 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5710 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16151 members 
Mstep: Class 50 contains 14362 members 
Mstep: Class 51 contains 4384 members 
Mstep: Class 52 contains 3493 members 
Mstep: Class 53 contains 14770 members 
Mstep: Class 54 contains 13654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767460.000000 Penalty: 179211.343750
Iteration 153Q: 55 clusters Score -6.476746e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58009 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 7596 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 6099 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90158 members 
Mstep: Class 11 contains 7750 members 
Mstep: Class 12 contains 31376 members 
Mstep: Class 13 contains 6759 members 
Mstep: Class 14 contains 4465 members 
Mstep: Class 15 contains 10994 members 
Mstep: Class 16 contains 17240 members 
Mstep: Class 17 contains 4779 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28583 members 
Mstep: Class 20 contains 10610 members 
Mstep: Class 21 contains 16476 members 
Mstep: Class 22 contains 9947 members 
Mstep: Class 23 contains 25348 members 
Mstep: Class 24 contains 15481 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9574 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5625 members 
Mstep: Class 30 contains 17828 members 
Mstep: Class 31 contains 17306 members 
Mstep: Class 32 contains 10655 members 
Mstep: Class 33 contains 6910 members 
Mstep: Class 34 contains 4632 members 
Mstep: Class 35 contains 12193 members 
Mstep: Class 36 contains 28027 members 
Mstep: Class 37 contains 19621 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8912 members 
Mstep: Class 40 contains 3462 members 
Mstep: Class 41 contains 16953 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3623 members 
Mstep: Class 44 contains 7558 members 
Mstep: Class 45 contains 5386 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5726 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16153 members 
Mstep: Class 50 contains 14365 members 
Mstep: Class 51 contains 4387 members 
Mstep: Class 52 contains 3493 members 
Mstep: Class 53 contains 15073 members 
Mstep: Class 54 contains 13667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767700.000000 Penalty: 179211.343750
Iteration 154Q: 55 clusters Score -6.47677e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58033 members 
Mstep: Class 5 contains 21596 members 
Mstep: Class 6 contains 7565 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 6100 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90159 members 
Mstep: Class 11 contains 7746 members 
Mstep: Class 12 contains 31361 members 
Mstep: Class 13 contains 6747 members 
Mstep: Class 14 contains 4467 members 
Mstep: Class 15 contains 10963 members 
Mstep: Class 16 contains 17240 members 
Mstep: Class 17 contains 4780 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28592 members 
Mstep: Class 20 contains 10606 members 
Mstep: Class 21 contains 16247 members 
Mstep: Class 22 contains 9956 members 
Mstep: Class 23 contains 25373 members 
Mstep: Class 24 contains 15484 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9574 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5627 members 
Mstep: Class 30 contains 17841 members 
Mstep: Class 31 contains 17273 members 
Mstep: Class 32 contains 10649 members 
Mstep: Class 33 contains 6909 members 
Mstep: Class 34 contains 4637 members 
Mstep: Class 35 contains 12202 members 
Mstep: Class 36 contains 28015 members 
Mstep: Class 37 contains 19637 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8910 members 
Mstep: Class 40 contains 3459 members 
Mstep: Class 41 contains 16959 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3624 members 
Mstep: Class 44 contains 7552 members 
Mstep: Class 45 contains 5385 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5743 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16151 members 
Mstep: Class 50 contains 14365 members 
Mstep: Class 51 contains 4391 members 
Mstep: Class 52 contains 3493 members 
Mstep: Class 53 contains 15322 members 
Mstep: Class 54 contains 13672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767680.000000 Penalty: 179211.343750
Iteration 155Q: 55 clusters Score -6.476768e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58074 members 
Mstep: Class 5 contains 21594 members 
Mstep: Class 6 contains 7538 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6103 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90161 members 
Mstep: Class 11 contains 7740 members 
Mstep: Class 12 contains 31349 members 
Mstep: Class 13 contains 6721 members 
Mstep: Class 14 contains 4468 members 
Mstep: Class 15 contains 10934 members 
Mstep: Class 16 contains 17243 members 
Mstep: Class 17 contains 4781 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28605 members 
Mstep: Class 20 contains 10604 members 
Mstep: Class 21 contains 16072 members 
Mstep: Class 22 contains 9965 members 
Mstep: Class 23 contains 25387 members 
Mstep: Class 24 contains 15493 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9574 members 
Mstep: Class 28 contains 14062 members 
Mstep: Class 29 contains 5630 members 
Mstep: Class 30 contains 17842 members 
Mstep: Class 31 contains 17253 members 
Mstep: Class 32 contains 10646 members 
Mstep: Class 33 contains 6911 members 
Mstep: Class 34 contains 4640 members 
Mstep: Class 35 contains 12219 members 
Mstep: Class 36 contains 27995 members 
Mstep: Class 37 contains 19648 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8915 members 
Mstep: Class 40 contains 3450 members 
Mstep: Class 41 contains 16957 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3625 members 
Mstep: Class 44 contains 7547 members 
Mstep: Class 45 contains 5385 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5764 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16151 members 
Mstep: Class 50 contains 14369 members 
Mstep: Class 51 contains 4394 members 
Mstep: Class 52 contains 3492 members 
Mstep: Class 53 contains 15492 members 
Mstep: Class 54 contains 13680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767912.000000 Penalty: 179211.343750
Iteration 156Q: 55 clusters Score -6.476791e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58095 members 
Mstep: Class 5 contains 21591 members 
Mstep: Class 6 contains 7522 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6104 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90163 members 
Mstep: Class 11 contains 7733 members 
Mstep: Class 12 contains 31346 members 
Mstep: Class 13 contains 6693 members 
Mstep: Class 14 contains 4470 members 
Mstep: Class 15 contains 10916 members 
Mstep: Class 16 contains 17259 members 
Mstep: Class 17 contains 4782 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28616 members 
Mstep: Class 20 contains 10596 members 
Mstep: Class 21 contains 15951 members 
Mstep: Class 22 contains 9970 members 
Mstep: Class 23 contains 25397 members 
Mstep: Class 24 contains 15503 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9575 members 
Mstep: Class 28 contains 14063 members 
Mstep: Class 29 contains 5627 members 
Mstep: Class 30 contains 17850 members 
Mstep: Class 31 contains 17229 members 
Mstep: Class 32 contains 10643 members 
Mstep: Class 33 contains 6911 members 
Mstep: Class 34 contains 4640 members 
Mstep: Class 35 contains 12236 members 
Mstep: Class 36 contains 27981 members 
Mstep: Class 37 contains 19665 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8918 members 
Mstep: Class 40 contains 3448 members 
Mstep: Class 41 contains 16955 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3626 members 
Mstep: Class 44 contains 7542 members 
Mstep: Class 45 contains 5384 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5776 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16150 members 
Mstep: Class 50 contains 14363 members 
Mstep: Class 51 contains 4398 members 
Mstep: Class 52 contains 3492 members 
Mstep: Class 53 contains 15604 members 
Mstep: Class 54 contains 13692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767776.000000 Penalty: 179211.343750
Iteration 157Q: 55 clusters Score -6.476778e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58123 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 7520 members 
Mstep: Class 7 contains 1859 members 
Mstep: Class 8 contains 6105 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90165 members 
Mstep: Class 11 contains 7734 members 
Mstep: Class 12 contains 31340 members 
Mstep: Class 13 contains 6658 members 
Mstep: Class 14 contains 4475 members 
Mstep: Class 15 contains 10903 members 
Mstep: Class 16 contains 17275 members 
Mstep: Class 17 contains 4783 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28625 members 
Mstep: Class 20 contains 10589 members 
Mstep: Class 21 contains 15852 members 
Mstep: Class 22 contains 9970 members 
Mstep: Class 23 contains 25405 members 
Mstep: Class 24 contains 15505 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9574 members 
Mstep: Class 28 contains 14060 members 
Mstep: Class 29 contains 5627 members 
Mstep: Class 30 contains 17882 members 
Mstep: Class 31 contains 17209 members 
Mstep: Class 32 contains 10637 members 
Mstep: Class 33 contains 6911 members 
Mstep: Class 34 contains 4641 members 
Mstep: Class 35 contains 12240 members 
Mstep: Class 36 contains 27964 members 
Mstep: Class 37 contains 19680 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8923 members 
Mstep: Class 40 contains 3443 members 
Mstep: Class 41 contains 16944 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3626 members 
Mstep: Class 44 contains 7542 members 
Mstep: Class 45 contains 5384 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5788 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16153 members 
Mstep: Class 50 contains 14367 members 
Mstep: Class 51 contains 4398 members 
Mstep: Class 52 contains 3492 members 
Mstep: Class 53 contains 15682 members 
Mstep: Class 54 contains 13694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767916.000000 Penalty: 179211.343750
Iteration 158Q: 55 clusters Score -6.476792e+07 nChanged 438
Entering ConstructFrom: 
Score: -64767916.000000 Penalty: 179211.343750
Entering ConstructFrom: 
Trying to split cluster 1 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -32254.941406 Penalty: 1433.624390
	Iteration 0F: 2 clusters Score -32254.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30953.910156 Penalty: 2867.248779
	Iteration 0F: 3 clusters Score -30953.91 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31060.677734 Penalty: 2867.248779
	Iteration 1F: 3 clusters Score -31060.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31077.421875 Penalty: 2867.248779
	Iteration 2Q: 3 clusters Score -31077.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31079.197266 Penalty: 2867.248779
	Iteration 3Q: 3 clusters Score -31079.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31079.197266 Penalty: 2867.248779
	Iteration 4F: 3 clusters Score -31079.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -108658.406250 Penalty: 1709.375122
	Iteration 0F: 2 clusters Score -108658.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -106737.203125 Penalty: 3418.750244
	Iteration 0F: 3 clusters Score -106737.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -106988.945312 Penalty: 3418.750244
	Iteration 1F: 3 clusters Score -106988.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -107079.226562 Penalty: 3418.750244
	Iteration 2F: 3 clusters Score -107079.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -107116.406250 Penalty: 3418.750244
	Iteration 3Q: 3 clusters Score -107116.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -107136.523438 Penalty: 3418.750244
	Iteration 4Q: 3 clusters Score -107136.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -107154.320312 Penalty: 3418.750244
	Iteration 5Q: 3 clusters Score -107154.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -107174.257812 Penalty: 3418.750244
	Iteration 6Q: 3 clusters Score -107174.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -107186.835938 Penalty: 3418.750244
	Iteration 7Q: 3 clusters Score -107186.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -107198.476562 Penalty: 3418.750244
	Iteration 8Q: 3 clusters Score -107198.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -107205.265625 Penalty: 3418.750244
	Iteration 9Q: 3 clusters Score -107205.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -107213.492188 Penalty: 3418.750244
	Iteration 10Q: 3 clusters Score -107213.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -107217.125000 Penalty: 3418.750244
	Iteration 11Q: 3 clusters Score -107217.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -107217.125000 Penalty: 3418.750244
	Iteration 12F: 3 clusters Score -107217.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -43997.398438 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -43997.4 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 248 members 
Entering Unmasked Estep 
Score: -42511.519531 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -42511.52 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -42753.093750 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -42753.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -42888.589844 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -42888.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -42983.757812 Penalty: 3077.460693
	Iteration 3F: 3 clusters Score -42983.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -43084.386719 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -43084.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -43129.019531 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -43129.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43205.125000 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -43205.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43250.046875 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -43250.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43294.675781 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -43294.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43347.562500 Penalty: 3077.460693
	Iteration 9Q: 3 clusters Score -43347.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43381.183594 Penalty: 3077.460693
	Iteration 10Q: 3 clusters Score -43381.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43417.175781 Penalty: 3077.460693
	Iteration 11Q: 3 clusters Score -43417.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43439.531250 Penalty: 3077.460693
	Iteration 12Q: 3 clusters Score -43439.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43456.769531 Penalty: 3077.460693
	Iteration 13Q: 3 clusters Score -43456.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43472.023438 Penalty: 3077.460693
	Iteration 14Q: 3 clusters Score -43472.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43487.156250 Penalty: 3077.460693
	Iteration 15Q: 3 clusters Score -43487.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43498.449219 Penalty: 3077.460693
	Iteration 16Q: 3 clusters Score -43498.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43506.957031 Penalty: 3077.460693
	Iteration 17Q: 3 clusters Score -43506.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43535.125000 Penalty: 3077.460693
	Iteration 18Q: 3 clusters Score -43535.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -43558.027344 Penalty: 3077.460693
	Iteration 19Q: 3 clusters Score -43558.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43579.304688 Penalty: 3077.460693
	Iteration 20F: 3 clusters Score -43579.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -43596.832031 Penalty: 3077.460693
	Iteration 21Q: 3 clusters Score -43596.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43633.390625 Penalty: 3077.460693
	Iteration 22Q: 3 clusters Score -43633.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43663.449219 Penalty: 3077.460693
	Iteration 23Q: 3 clusters Score -43663.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43724.230469 Penalty: 3077.460693
	Iteration 24Q: 3 clusters Score -43724.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43790.964844 Penalty: 3077.460693
	Iteration 25Q: 3 clusters Score -43790.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43903.671875 Penalty: 3077.460693
	Iteration 26Q: 3 clusters Score -43903.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44073.714844 Penalty: 3077.460693
	Iteration 27Q: 3 clusters Score -44073.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44182.925781 Penalty: 3077.460693
	Iteration 28Q: 3 clusters Score -44182.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -44208.468750 Penalty: 3077.460693
	Iteration 29Q: 3 clusters Score -44208.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -44227.585938 Penalty: 3077.460693
	Iteration 30F: 3 clusters Score -44227.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44266.843750 Penalty: 3077.460693
	Iteration 31Q: 3 clusters Score -44266.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44266.843750 Penalty: 3077.460693
	Iteration 32F: 3 clusters Score -44266.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 267 members 
Mstep: Class 4 contains 58142 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 7511 members 
Mstep: Class 7 contains 1858 members 
Mstep: Class 8 contains 6105 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90167 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 31333 members 
Mstep: Class 13 contains 6631 members 
Mstep: Class 14 contains 4482 members 
Mstep: Class 15 contains 10897 members 
Mstep: Class 16 contains 17292 members 
Mstep: Class 17 contains 4786 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28634 members 
Mstep: Class 20 contains 10583 members 
Mstep: Class 21 contains 15783 members 
Mstep: Class 22 contains 9968 members 
Mstep: Class 23 contains 25409 members 
Mstep: Class 24 contains 15502 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9572 members 
Mstep: Class 28 contains 14062 members 
Mstep: Class 29 contains 5618 members 
Mstep: Class 30 contains 17897 members 
Mstep: Class 31 contains 17194 members 
Mstep: Class 32 contains 10631 members 
Mstep: Class 33 contains 6912 members 
Mstep: Class 34 contains 4645 members 
Mstep: Class 35 contains 12249 members 
Mstep: Class 36 contains 27952 members 
Mstep: Class 37 contains 19691 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8925 members 
Mstep: Class 40 contains 3442 members 
Mstep: Class 41 contains 16944 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3627 members 
Mstep: Class 44 contains 7540 members 
Mstep: Class 45 contains 5384 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5792 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16156 members 
Mstep: Class 50 contains 14358 members 
Mstep: Class 51 contains 4405 members 
Mstep: Class 52 contains 3491 members 
Mstep: Class 53 contains 15742 members 
Mstep: Class 54 contains 13698 members 
Mstep: Class 55 contains 228 members 
Entering Unmasked Estep 
Score: -64766396.000000 Penalty: 182530.078125
Splitting cluster 3 changes total score from -64767916.000000 to -64766396.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (58142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58142 members 
Entering Unmasked Estep 
Score: -5778932.000000 Penalty: 2720.719727
	Iteration 0F: 2 clusters Score -5778932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -5739841.500000 Penalty: 5441.439453
	Iteration 0F: 3 clusters Score -5739842 nChanged 27036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -5755487.500000 Penalty: 5441.439453
	Iteration 1F: 3 clusters Score -5755488 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -5756633.500000 Penalty: 5441.439453
	Iteration 2Q: 3 clusters Score -5756634 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -5758012.000000 Penalty: 5441.439453
	Iteration 3F: 3 clusters Score -5758012 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -5759896.500000 Penalty: 5441.439453
	Iteration 4F: 3 clusters Score -5759896 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -5762535.000000 Penalty: 5441.439453
	Iteration 5F: 3 clusters Score -5762535 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 44163 members 
Entering Unmasked Estep 
Score: -5765827.500000 Penalty: 5441.439453
	Iteration 6F: 3 clusters Score -5765828 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -5769307.000000 Penalty: 5441.439453
	Iteration 7F: 3 clusters Score -5769307 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 50984 members 
Entering Unmasked Estep 
Score: -5772284.000000 Penalty: 5441.439453
	Iteration 8F: 3 clusters Score -5772284 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 53042 members 
Entering Unmasked Estep 
Score: -5774167.000000 Penalty: 5441.439453
	Iteration 9Q: 3 clusters Score -5774167 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 54307 members 
Entering Unmasked Estep 
Score: -5775289.500000 Penalty: 5441.439453
	Iteration 10Q: 3 clusters Score -5775290 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 55121 members 
Entering Unmasked Estep 
Score: -5775975.000000 Penalty: 5441.439453
	Iteration 11Q: 3 clusters Score -5775975 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 55632 members 
Entering Unmasked Estep 
Score: -5776326.000000 Penalty: 5441.439453
	Iteration 12Q: 3 clusters Score -5776326 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 55944 members 
Entering Unmasked Estep 
Score: -5776557.500000 Penalty: 5441.439453
	Iteration 13Q: 3 clusters Score -5776558 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 56179 members 
Entering Unmasked Estep 
Score: -5776694.500000 Penalty: 5441.439453
	Iteration 14Q: 3 clusters Score -5776694 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 56329 members 
Entering Unmasked Estep 
Score: -5776769.500000 Penalty: 5441.439453
	Iteration 15Q: 3 clusters Score -5776770 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 56459 members 
Entering Unmasked Estep 
Score: -5776848.000000 Penalty: 5441.439453
	Iteration 16Q: 3 clusters Score -5776848 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 56559 members 
Entering Unmasked Estep 
Score: -5776908.000000 Penalty: 5441.439453
	Iteration 17Q: 3 clusters Score -5776908 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 56621 members 
Entering Unmasked Estep 
Score: -5776943.000000 Penalty: 5441.439453
	Iteration 18Q: 3 clusters Score -5776943 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 56675 members 
Entering Unmasked Estep 
Score: -5776966.500000 Penalty: 5441.439453
	Iteration 19Q: 3 clusters Score -5776966 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 56714 members 
Entering Unmasked Estep 
Score: -5776993.000000 Penalty: 5441.439453
	Iteration 20F: 3 clusters Score -5776993 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 56740 members 
Entering Unmasked Estep 
Score: -5777011.000000 Penalty: 5441.439453
	Iteration 21Q: 3 clusters Score -5777011 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 56759 members 
Entering Unmasked Estep 
Score: -5777030.500000 Penalty: 5441.439453
	Iteration 22Q: 3 clusters Score -5777030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 56782 members 
Entering Unmasked Estep 
Score: -5777047.500000 Penalty: 5441.439453
	Iteration 23Q: 3 clusters Score -5777048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 56806 members 
Entering Unmasked Estep 
Score: -5777045.500000 Penalty: 5441.439453
	Iteration 24Q: 3 clusters Score -5777046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 56828 members 
Entering Unmasked Estep 
Score: -5777050.000000 Penalty: 5441.439453
	Iteration 25Q: 3 clusters Score -5777050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 56846 members 
Entering Unmasked Estep 
Score: -5777052.500000 Penalty: 5441.439453
	Iteration 26Q: 3 clusters Score -5777052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 56861 members 
Entering Unmasked Estep 
Score: -5777059.500000 Penalty: 5441.439453
	Iteration 27Q: 3 clusters Score -5777060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 56874 members 
Entering Unmasked Estep 
Score: -5777063.500000 Penalty: 5441.439453
	Iteration 28Q: 3 clusters Score -5777064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 56880 members 
Entering Unmasked Estep 
Score: -5777065.000000 Penalty: 5441.439453
	Iteration 29Q: 3 clusters Score -5777065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 56886 members 
Entering Unmasked Estep 
Score: -5777062.500000 Penalty: 5441.439453
	Iteration 30Q: 3 clusters Score -5777062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 56895 members 
Entering Unmasked Estep 
Score: -5777073.000000 Penalty: 5441.439453
	Iteration 31Q: 3 clusters Score -5777073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 56904 members 
Entering Unmasked Estep 
Score: -5777077.000000 Penalty: 5441.439453
	Iteration 32Q: 3 clusters Score -5777077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 56912 members 
Entering Unmasked Estep 
Score: -5777074.000000 Penalty: 5441.439453
	Iteration 33Q: 3 clusters Score -5777074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 56919 members 
Entering Unmasked Estep 
Score: -5777078.500000 Penalty: 5441.439453
	Iteration 34Q: 3 clusters Score -5777078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 56923 members 
Entering Unmasked Estep 
Score: -5777076.000000 Penalty: 5441.439453
	Iteration 35Q: 3 clusters Score -5777076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 56929 members 
Entering Unmasked Estep 
Score: -5777076.500000 Penalty: 5441.439453
	Iteration 36Q: 3 clusters Score -5777076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 56938 members 
Entering Unmasked Estep 
Score: -5777082.500000 Penalty: 5441.439453
	Iteration 37Q: 3 clusters Score -5777082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 56939 members 
Entering Unmasked Estep 
Score: -5777087.500000 Penalty: 5441.439453
	Iteration 38Q: 3 clusters Score -5777088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 56941 members 
Entering Unmasked Estep 
Score: -5777086.000000 Penalty: 5441.439453
	Iteration 39Q: 3 clusters Score -5777086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 56940 members 
Entering Unmasked Estep 
Score: -5777086.500000 Penalty: 5441.439453
	Iteration 40F: 3 clusters Score -5777086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Entering Unmasked Estep 
Score: -2365909.750000 Penalty: 2475.036377
	Iteration 0F: 2 clusters Score -2365910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2350813.250000 Penalty: 4950.072754
	Iteration 0F: 3 clusters Score -2350813 nChanged 9542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -2355757.500000 Penalty: 4950.072754
	Iteration 1F: 3 clusters Score -2355758 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2356193.000000 Penalty: 4950.072754
	Iteration 2F: 3 clusters Score -2356193 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2356547.000000 Penalty: 4950.072754
	Iteration 3Q: 3 clusters Score -2356547 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2356818.000000 Penalty: 4950.072754
	Iteration 4Q: 3 clusters Score -2356818 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2357053.250000 Penalty: 4950.072754
	Iteration 5Q: 3 clusters Score -2357053 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2357330.500000 Penalty: 4950.072754
	Iteration 6Q: 3 clusters Score -2357330 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2357610.250000 Penalty: 4950.072754
	Iteration 7Q: 3 clusters Score -2357610 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2357881.250000 Penalty: 4950.072754
	Iteration 8Q: 3 clusters Score -2357881 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2358135.000000 Penalty: 4950.072754
	Iteration 9Q: 3 clusters Score -2358135 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2358385.250000 Penalty: 4950.072754
	Iteration 10Q: 3 clusters Score -2358385 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2358638.500000 Penalty: 4950.072754
	Iteration 11Q: 3 clusters Score -2358638 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2358885.250000 Penalty: 4950.072754
	Iteration 12Q: 3 clusters Score -2358885 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2359146.000000 Penalty: 4950.072754
	Iteration 13Q: 3 clusters Score -2359146 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -2359432.750000 Penalty: 4950.072754
	Iteration 14Q: 3 clusters Score -2359433 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2359747.000000 Penalty: 4950.072754
	Iteration 15Q: 3 clusters Score -2359747 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2360085.500000 Penalty: 4950.072754
	Iteration 16Q: 3 clusters Score -2360086 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -2360513.500000 Penalty: 4950.072754
	Iteration 17Q: 3 clusters Score -2360514 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -2360927.500000 Penalty: 4950.072754
	Iteration 18Q: 3 clusters Score -2360928 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2361357.000000 Penalty: 4950.072754
	Iteration 19Q: 3 clusters Score -2361357 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2361749.000000 Penalty: 4950.072754
	Iteration 20F: 3 clusters Score -2361749 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -2362150.500000 Penalty: 4950.072754
	Iteration 21Q: 3 clusters Score -2362150 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2362522.750000 Penalty: 4950.072754
	Iteration 22Q: 3 clusters Score -2362523 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -2362852.750000 Penalty: 4950.072754
	Iteration 23Q: 3 clusters Score -2362853 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -2363119.000000 Penalty: 4950.072754
	Iteration 24Q: 3 clusters Score -2363119 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -2363304.750000 Penalty: 4950.072754
	Iteration 25Q: 3 clusters Score -2363305 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -2363430.250000 Penalty: 4950.072754
	Iteration 26Q: 3 clusters Score -2363430 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -2363541.750000 Penalty: 4950.072754
	Iteration 27Q: 3 clusters Score -2363542 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -2363617.000000 Penalty: 4950.072754
	Iteration 28Q: 3 clusters Score -2363617 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -2363684.000000 Penalty: 4950.072754
	Iteration 29Q: 3 clusters Score -2363684 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2363722.750000 Penalty: 4950.072754
	Iteration 30Q: 3 clusters Score -2363723 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -2363768.000000 Penalty: 4950.072754
	Iteration 31Q: 3 clusters Score -2363768 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -2363797.500000 Penalty: 4950.072754
	Iteration 32Q: 3 clusters Score -2363798 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -2363816.750000 Penalty: 4950.072754
	Iteration 33Q: 3 clusters Score -2363817 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -2363827.500000 Penalty: 4950.072754
	Iteration 34Q: 3 clusters Score -2363828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -2363843.500000 Penalty: 4950.072754
	Iteration 35Q: 3 clusters Score -2363844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -2363855.250000 Penalty: 4950.072754
	Iteration 36Q: 3 clusters Score -2363855 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -2363871.500000 Penalty: 4950.072754
	Iteration 37Q: 3 clusters Score -2363872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -2363880.750000 Penalty: 4950.072754
	Iteration 38Q: 3 clusters Score -2363881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -2363886.500000 Penalty: 4950.072754
	Iteration 39Q: 3 clusters Score -2363886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -2363891.500000 Penalty: 4950.072754
	Iteration 40F: 3 clusters Score -2363892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -2363896.250000 Penalty: 4950.072754
	Iteration 41Q: 3 clusters Score -2363896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -2363904.250000 Penalty: 4950.072754
	Iteration 42Q: 3 clusters Score -2363904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -2363909.500000 Penalty: 4950.072754
	Iteration 43Q: 3 clusters Score -2363910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -2363911.000000 Penalty: 4950.072754
	Iteration 44Q: 3 clusters Score -2363911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -2363913.000000 Penalty: 4950.072754
	Iteration 45Q: 3 clusters Score -2363913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -2363916.250000 Penalty: 4950.072754
	Iteration 46Q: 3 clusters Score -2363916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -2363920.750000 Penalty: 4950.072754
	Iteration 47Q: 3 clusters Score -2363921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -2363922.500000 Penalty: 4950.072754
	Iteration 48Q: 3 clusters Score -2363922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -2363927.250000 Penalty: 4950.072754
	Iteration 49Q: 3 clusters Score -2363927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -2363927.750000 Penalty: 4950.072754
	Iteration 50Q: 3 clusters Score -2363928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -2363930.750000 Penalty: 4950.072754
	Iteration 51Q: 3 clusters Score -2363931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -2363929.500000 Penalty: 4950.072754
	Iteration 52Q: 3 clusters Score -2363930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -2363932.500000 Penalty: 4950.072754
	Iteration 53Q: 3 clusters Score -2363932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -2363938.500000 Penalty: 4950.072754
	Iteration 54Q: 3 clusters Score -2363938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -2363948.500000 Penalty: 4950.072754
	Iteration 55Q: 3 clusters Score -2363948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -2363957.250000 Penalty: 4950.072754
	Iteration 56Q: 3 clusters Score -2363957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -2363961.250000 Penalty: 4950.072754
	Iteration 57Q: 3 clusters Score -2363961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -2363964.500000 Penalty: 4950.072754
	Iteration 58Q: 3 clusters Score -2363964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -2363963.750000 Penalty: 4950.072754
	Iteration 59Q: 3 clusters Score -2363964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -2363971.500000 Penalty: 4950.072754
	Iteration 60F: 3 clusters Score -2363972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2363980.750000 Penalty: 4950.072754
	Iteration 61Q: 3 clusters Score -2363981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -2363993.000000 Penalty: 4950.072754
	Iteration 62Q: 3 clusters Score -2363993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -2364013.250000 Penalty: 4950.072754
	Iteration 63Q: 3 clusters Score -2364013 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -2364035.000000 Penalty: 4950.072754
	Iteration 64Q: 3 clusters Score -2364035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -2364054.500000 Penalty: 4950.072754
	Iteration 65Q: 3 clusters Score -2364054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -2364077.000000 Penalty: 4950.072754
	Iteration 66Q: 3 clusters Score -2364077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -2364111.250000 Penalty: 4950.072754
	Iteration 67Q: 3 clusters Score -2364111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -2364142.000000 Penalty: 4950.072754
	Iteration 68Q: 3 clusters Score -2364142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -2364167.000000 Penalty: 4950.072754
	Iteration 69Q: 3 clusters Score -2364167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -2364188.250000 Penalty: 4950.072754
	Iteration 70Q: 3 clusters Score -2364188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -2364202.000000 Penalty: 4950.072754
	Iteration 71Q: 3 clusters Score -2364202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -2364211.250000 Penalty: 4950.072754
	Iteration 72Q: 3 clusters Score -2364211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -2364223.500000 Penalty: 4950.072754
	Iteration 73Q: 3 clusters Score -2364224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -2364227.250000 Penalty: 4950.072754
	Iteration 74Q: 3 clusters Score -2364227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -2364231.750000 Penalty: 4950.072754
	Iteration 75Q: 3 clusters Score -2364232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -2364237.750000 Penalty: 4950.072754
	Iteration 76Q: 3 clusters Score -2364238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -2364240.250000 Penalty: 4950.072754
	Iteration 77Q: 3 clusters Score -2364240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -2364243.250000 Penalty: 4950.072754
	Iteration 78Q: 3 clusters Score -2364243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -2364247.500000 Penalty: 4950.072754
	Iteration 79Q: 3 clusters Score -2364248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -2364250.500000 Penalty: 4950.072754
	Iteration 80F: 3 clusters Score -2364250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -2364253.000000 Penalty: 4950.072754
	Iteration 81Q: 3 clusters Score -2364253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -2364253.750000 Penalty: 4950.072754
	Iteration 82Q: 3 clusters Score -2364254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -2364255.000000 Penalty: 4950.072754
	Iteration 83Q: 3 clusters Score -2364255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -2364255.000000 Penalty: 4950.072754
	Iteration 84F: 3 clusters Score -2364255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Entering Unmasked Estep 
Score: -812652.812500 Penalty: 2213.182617
	Iteration 0F: 2 clusters Score -812652.8 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 3727 members 
Entering Unmasked Estep 
Score: -806582.500000 Penalty: 4426.365234
	Iteration 0F: 3 clusters Score -806582.5 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -808187.750000 Penalty: 4426.365234
	Iteration 1F: 3 clusters Score -808187.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -808438.000000 Penalty: 4426.365234
	Iteration 2F: 3 clusters Score -808438 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -808614.750000 Penalty: 4426.365234
	Iteration 3Q: 3 clusters Score -808614.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -808725.562500 Penalty: 4426.365234
	Iteration 4Q: 3 clusters Score -808725.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -808827.562500 Penalty: 4426.365234
	Iteration 5Q: 3 clusters Score -808827.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -808918.875000 Penalty: 4426.365234
	Iteration 6Q: 3 clusters Score -808918.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -809013.312500 Penalty: 4426.365234
	Iteration 7Q: 3 clusters Score -809013.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -809092.937500 Penalty: 4426.365234
	Iteration 8Q: 3 clusters Score -809092.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -809189.500000 Penalty: 4426.365234
	Iteration 9Q: 3 clusters Score -809189.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -809300.125000 Penalty: 4426.365234
	Iteration 10Q: 3 clusters Score -809300.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -809415.750000 Penalty: 4426.365234
	Iteration 11Q: 3 clusters Score -809415.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -809572.500000 Penalty: 4426.365234
	Iteration 12Q: 3 clusters Score -809572.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -809749.750000 Penalty: 4426.365234
	Iteration 13Q: 3 clusters Score -809749.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -809924.375000 Penalty: 4426.365234
	Iteration 14Q: 3 clusters Score -809924.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -810075.250000 Penalty: 4426.365234
	Iteration 15Q: 3 clusters Score -810075.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -810204.687500 Penalty: 4426.365234
	Iteration 16Q: 3 clusters Score -810204.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -810320.125000 Penalty: 4426.365234
	Iteration 17Q: 3 clusters Score -810320.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -810447.250000 Penalty: 4426.365234
	Iteration 18Q: 3 clusters Score -810447.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -810581.562500 Penalty: 4426.365234
	Iteration 19Q: 3 clusters Score -810581.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -810704.125000 Penalty: 4426.365234
	Iteration 20F: 3 clusters Score -810704.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -810795.437500 Penalty: 4426.365234
	Iteration 21Q: 3 clusters Score -810795.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -810876.687500 Penalty: 4426.365234
	Iteration 22Q: 3 clusters Score -810876.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -810950.312500 Penalty: 4426.365234
	Iteration 23Q: 3 clusters Score -810950.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -811000.250000 Penalty: 4426.365234
	Iteration 24Q: 3 clusters Score -811000.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -811049.437500 Penalty: 4426.365234
	Iteration 25Q: 3 clusters Score -811049.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -811090.500000 Penalty: 4426.365234
	Iteration 26Q: 3 clusters Score -811090.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -811119.875000 Penalty: 4426.365234
	Iteration 27Q: 3 clusters Score -811119.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -811143.125000 Penalty: 4426.365234
	Iteration 28Q: 3 clusters Score -811143.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -811167.875000 Penalty: 4426.365234
	Iteration 29Q: 3 clusters Score -811167.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -811182.750000 Penalty: 4426.365234
	Iteration 30Q: 3 clusters Score -811182.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -811195.312500 Penalty: 4426.365234
	Iteration 31Q: 3 clusters Score -811195.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -811202.750000 Penalty: 4426.365234
	Iteration 32Q: 3 clusters Score -811202.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -811211.250000 Penalty: 4426.365234
	Iteration 33Q: 3 clusters Score -811211.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -811216.562500 Penalty: 4426.365234
	Iteration 34Q: 3 clusters Score -811216.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -811223.062500 Penalty: 4426.365234
	Iteration 35Q: 3 clusters Score -811223.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -811229.312500 Penalty: 4426.365234
	Iteration 36Q: 3 clusters Score -811229.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -811233.750000 Penalty: 4426.365234
	Iteration 37Q: 3 clusters Score -811233.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -811237.812500 Penalty: 4426.365234
	Iteration 38Q: 3 clusters Score -811237.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -811240.875000 Penalty: 4426.365234
	Iteration 39Q: 3 clusters Score -811240.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -811238.437500 Penalty: 4426.365234
	Iteration 40F: 3 clusters Score -811238.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -811241.375000 Penalty: 4426.365234
	Iteration 41Q: 3 clusters Score -811241.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -811241.125000 Penalty: 4426.365234
	Iteration 42Q: 3 clusters Score -811241.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -811242.312500 Penalty: 4426.365234
	Iteration 43Q: 3 clusters Score -811242.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -811243.562500 Penalty: 4426.365234
	Iteration 44Q: 3 clusters Score -811243.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -811243.250000 Penalty: 4426.365234
	Iteration 45Q: 3 clusters Score -811243.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -811247.062500 Penalty: 4426.365234
	Iteration 46Q: 3 clusters Score -811247.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -811247.437500 Penalty: 4426.365234
	Iteration 47Q: 3 clusters Score -811247.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -811248.250000 Penalty: 4426.365234
	Iteration 48Q: 3 clusters Score -811248.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -811249.125000 Penalty: 4426.365234
	Iteration 49Q: 3 clusters Score -811249.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -811249.062500 Penalty: 4426.365234
	Iteration 50Q: 3 clusters Score -811249.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -811249.812500 Penalty: 4426.365234
	Iteration 51Q: 3 clusters Score -811249.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -811250.687500 Penalty: 4426.365234
	Iteration 52Q: 3 clusters Score -811250.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -811249.437500 Penalty: 4426.365234
	Iteration 53Q: 3 clusters Score -811249.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -811249.562500 Penalty: 4426.365234
	Iteration 54Q: 3 clusters Score -811249.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -811249.562500 Penalty: 4426.365234
	Iteration 55F: 3 clusters Score -811249.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Entering Unmasked Estep 
Score: -187155.906250 Penalty: 1866.759521
	Iteration 0F: 2 clusters Score -187155.9 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 892 members 
Entering Unmasked Estep 
Score: -184627.625000 Penalty: 3733.519043
	Iteration 0F: 3 clusters Score -184627.6 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -185114.796875 Penalty: 3733.519043
	Iteration 1F: 3 clusters Score -185114.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -185310.765625 Penalty: 3733.519043
	Iteration 2F: 3 clusters Score -185310.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -185412.718750 Penalty: 3733.519043
	Iteration 3F: 3 clusters Score -185412.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -185465.140625 Penalty: 3733.519043
	Iteration 4Q: 3 clusters Score -185465.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -185507.046875 Penalty: 3733.519043
	Iteration 5Q: 3 clusters Score -185507 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -185539.656250 Penalty: 3733.519043
	Iteration 6Q: 3 clusters Score -185539.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -185564.406250 Penalty: 3733.519043
	Iteration 7Q: 3 clusters Score -185564.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -185587.593750 Penalty: 3733.519043
	Iteration 8Q: 3 clusters Score -185587.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -185604.703125 Penalty: 3733.519043
	Iteration 9Q: 3 clusters Score -185604.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -185617.765625 Penalty: 3733.519043
	Iteration 10Q: 3 clusters Score -185617.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -185628.156250 Penalty: 3733.519043
	Iteration 11Q: 3 clusters Score -185628.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -185636.187500 Penalty: 3733.519043
	Iteration 12Q: 3 clusters Score -185636.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -185648.750000 Penalty: 3733.519043
	Iteration 13Q: 3 clusters Score -185648.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -185654.406250 Penalty: 3733.519043
	Iteration 14Q: 3 clusters Score -185654.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -185660.359375 Penalty: 3733.519043
	Iteration 15Q: 3 clusters Score -185660.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -185666.671875 Penalty: 3733.519043
	Iteration 16Q: 3 clusters Score -185666.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -185668.359375 Penalty: 3733.519043
	Iteration 17Q: 3 clusters Score -185668.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -185669.906250 Penalty: 3733.519043
	Iteration 18Q: 3 clusters Score -185669.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -185671.156250 Penalty: 3733.519043
	Iteration 19Q: 3 clusters Score -185671.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -185673.000000 Penalty: 3733.519043
	Iteration 20F: 3 clusters Score -185673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -389959.062500 Penalty: 2161.782227
	Iteration 0F: 2 clusters Score -389959.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -384852.812500 Penalty: 4323.564453
	Iteration 0F: 3 clusters Score -384852.8 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -386486.187500 Penalty: 4323.564453
	Iteration 1F: 3 clusters Score -386486.2 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -387051.187500 Penalty: 4323.564453
	Iteration 2F: 3 clusters Score -387051.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -387509.281250 Penalty: 4323.564453
	Iteration 3F: 3 clusters Score -387509.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -387910.812500 Penalty: 4323.564453
	Iteration 4F: 3 clusters Score -387910.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -388260.093750 Penalty: 4323.564453
	Iteration 5F: 3 clusters Score -388260.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -388581.187500 Penalty: 4323.564453
	Iteration 6F: 3 clusters Score -388581.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -388774.406250 Penalty: 4323.564453
	Iteration 7Q: 3 clusters Score -388774.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -388918.281250 Penalty: 4323.564453
	Iteration 8Q: 3 clusters Score -388918.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -389016.375000 Penalty: 4323.564453
	Iteration 9Q: 3 clusters Score -389016.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -389070.281250 Penalty: 4323.564453
	Iteration 10Q: 3 clusters Score -389070.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -389112.218750 Penalty: 4323.564453
	Iteration 11Q: 3 clusters Score -389112.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -389139.031250 Penalty: 4323.564453
	Iteration 12Q: 3 clusters Score -389139 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -389155.718750 Penalty: 4323.564453
	Iteration 13Q: 3 clusters Score -389155.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -389174.343750 Penalty: 4323.564453
	Iteration 14Q: 3 clusters Score -389174.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -389187.750000 Penalty: 4323.564453
	Iteration 15Q: 3 clusters Score -389187.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -389201.125000 Penalty: 4323.564453
	Iteration 16Q: 3 clusters Score -389201.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -389214.437500 Penalty: 4323.564453
	Iteration 17Q: 3 clusters Score -389214.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -389232.437500 Penalty: 4323.564453
	Iteration 18Q: 3 clusters Score -389232.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -389245.781250 Penalty: 4323.564453
	Iteration 19Q: 3 clusters Score -389245.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -389254.531250 Penalty: 4323.564453
	Iteration 20F: 3 clusters Score -389254.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -389262.375000 Penalty: 4323.564453
	Iteration 21Q: 3 clusters Score -389262.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -389266.343750 Penalty: 4323.564453
	Iteration 22Q: 3 clusters Score -389266.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -389269.875000 Penalty: 4323.564453
	Iteration 23Q: 3 clusters Score -389269.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -389275.718750 Penalty: 4323.564453
	Iteration 24Q: 3 clusters Score -389275.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -389283.906250 Penalty: 4323.564453
	Iteration 25Q: 3 clusters Score -389283.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -389291.187500 Penalty: 4323.564453
	Iteration 26Q: 3 clusters Score -389291.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -389297.562500 Penalty: 4323.564453
	Iteration 27Q: 3 clusters Score -389297.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -389304.968750 Penalty: 4323.564453
	Iteration 28Q: 3 clusters Score -389305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -389315.125000 Penalty: 4323.564453
	Iteration 29Q: 3 clusters Score -389315.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -389326.093750 Penalty: 4323.564453
	Iteration 30Q: 3 clusters Score -389326.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -389334.093750 Penalty: 4323.564453
	Iteration 31Q: 3 clusters Score -389334.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -389344.000000 Penalty: 4323.564453
	Iteration 32Q: 3 clusters Score -389344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -389350.625000 Penalty: 4323.564453
	Iteration 33Q: 3 clusters Score -389350.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -389357.312500 Penalty: 4323.564453
	Iteration 34Q: 3 clusters Score -389357.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -389361.593750 Penalty: 4323.564453
	Iteration 35Q: 3 clusters Score -389361.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -389366.593750 Penalty: 4323.564453
	Iteration 36Q: 3 clusters Score -389366.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -389368.062500 Penalty: 4323.564453
	Iteration 37Q: 3 clusters Score -389368.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -389369.437500 Penalty: 4323.564453
	Iteration 38Q: 3 clusters Score -389369.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -389370.468750 Penalty: 4323.564453
	Iteration 39Q: 3 clusters Score -389370.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -389373.218750 Penalty: 4323.564453
	Iteration 40F: 3 clusters Score -389373.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -389376.531250 Penalty: 4323.564453
	Iteration 41Q: 3 clusters Score -389376.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -389379.562500 Penalty: 4323.564453
	Iteration 42Q: 3 clusters Score -389379.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -389381.718750 Penalty: 4323.564453
	Iteration 43Q: 3 clusters Score -389381.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -389383.437500 Penalty: 4323.564453
	Iteration 44Q: 3 clusters Score -389383.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -389383.875000 Penalty: 4323.564453
	Iteration 45Q: 3 clusters Score -389383.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -389385.812500 Penalty: 4323.564453
	Iteration 46Q: 3 clusters Score -389385.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -389386.843750 Penalty: 4323.564453
	Iteration 47Q: 3 clusters Score -389386.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -389388.718750 Penalty: 4323.564453
	Iteration 48Q: 3 clusters Score -389388.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -389388.562500 Penalty: 4323.564453
	Iteration 49Q: 3 clusters Score -389388.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -389389.250000 Penalty: 4323.564453
	Iteration 50Q: 3 clusters Score -389389.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -389390.562500 Penalty: 4323.564453
	Iteration 51Q: 3 clusters Score -389390.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -389390.531250 Penalty: 4323.564453
	Iteration 52Q: 3 clusters Score -389390.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -389392.250000 Penalty: 4323.564453
	Iteration 53Q: 3 clusters Score -389392.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -389393.062500 Penalty: 4323.564453
	Iteration 54Q: 3 clusters Score -389393.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -389393.343750 Penalty: 4323.564453
	Iteration 55Q: 3 clusters Score -389393.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -389393.375000 Penalty: 4323.564453
	Iteration 56Q: 3 clusters Score -389393.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -389394.000000 Penalty: 4323.564453
	Iteration 57Q: 3 clusters Score -389394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -389394.250000 Penalty: 4323.564453
	Iteration 58Q: 3 clusters Score -389394.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -389394.968750 Penalty: 4323.564453
	Iteration 59Q: 3 clusters Score -389395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -389395.437500 Penalty: 4323.564453
	Iteration 60F: 3 clusters Score -389395.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -70694.570312 Penalty: 1630.272583
	Iteration 0F: 2 clusters Score -70694.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -68987.164062 Penalty: 3260.545166
	Iteration 0F: 3 clusters Score -68987.16 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -69217.953125 Penalty: 3260.545166
	Iteration 1F: 3 clusters Score -69217.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -69297.968750 Penalty: 3260.545166
	Iteration 2F: 3 clusters Score -69297.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -69325.062500 Penalty: 3260.545166
	Iteration 3Q: 3 clusters Score -69325.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -69338.062500 Penalty: 3260.545166
	Iteration 4Q: 3 clusters Score -69338.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69353.703125 Penalty: 3260.545166
	Iteration 5Q: 3 clusters Score -69353.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -69358.773438 Penalty: 3260.545166
	Iteration 6Q: 3 clusters Score -69358.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -69360.648438 Penalty: 3260.545166
	Iteration 7Q: 3 clusters Score -69360.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -69361.687500 Penalty: 3260.545166
	Iteration 8Q: 3 clusters Score -69361.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -69361.687500 Penalty: 3260.545166
	Iteration 9F: 3 clusters Score -69361.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (90167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90167 members 
Entering Unmasked Estep 
Score: -9833512.000000 Penalty: 2829.535889
	Iteration 0F: 2 clusters Score -9833512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45138 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -9772997.000000 Penalty: 5659.071777
	Iteration 0F: 3 clusters Score -9772997 nChanged 42505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -9796828.000000 Penalty: 5659.071777
	Iteration 1F: 3 clusters Score -9796828 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -9797474.000000 Penalty: 5659.071777
	Iteration 2Q: 3 clusters Score -9797474 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -9798015.000000 Penalty: 5659.071777
	Iteration 3Q: 3 clusters Score -9798015 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46059 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -9798544.000000 Penalty: 5659.071777
	Iteration 4Q: 3 clusters Score -9798544 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46560 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -9799185.000000 Penalty: 5659.071777
	Iteration 5Q: 3 clusters Score -9799185 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47280 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -9799789.000000 Penalty: 5659.071777
	Iteration 6Q: 3 clusters Score -9799789 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48382 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -9800601.000000 Penalty: 5659.071777
	Iteration 7Q: 3 clusters Score -9800601 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49926 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -9801562.000000 Penalty: 5659.071777
	Iteration 8Q: 3 clusters Score -9801562 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52115 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -9802848.000000 Penalty: 5659.071777
	Iteration 9Q: 3 clusters Score -9802848 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55146 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -9804873.000000 Penalty: 5659.071777
	Iteration 10Q: 3 clusters Score -9804873 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59169 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -9807919.000000 Penalty: 5659.071777
	Iteration 11F: 3 clusters Score -9807919 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63777 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -9811725.000000 Penalty: 5659.071777
	Iteration 12F: 3 clusters Score -9811725 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68383 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -9815711.000000 Penalty: 5659.071777
	Iteration 13F: 3 clusters Score -9815711 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72396 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -9819256.000000 Penalty: 5659.071777
	Iteration 14F: 3 clusters Score -9819256 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75561 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -9821775.000000 Penalty: 5659.071777
	Iteration 15Q: 3 clusters Score -9821775 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78134 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -9823623.000000 Penalty: 5659.071777
	Iteration 16Q: 3 clusters Score -9823623 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80319 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -9825002.000000 Penalty: 5659.071777
	Iteration 17Q: 3 clusters Score -9825002 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82189 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -9826205.000000 Penalty: 5659.071777
	Iteration 18Q: 3 clusters Score -9826205 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83852 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -9827268.000000 Penalty: 5659.071777
	Iteration 19Q: 3 clusters Score -9827268 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85244 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -9828196.000000 Penalty: 5659.071777
	Iteration 20F: 3 clusters Score -9828196 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86389 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -9828964.000000 Penalty: 5659.071777
	Iteration 21Q: 3 clusters Score -9828964 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87352 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -9829701.000000 Penalty: 5659.071777
	Iteration 22Q: 3 clusters Score -9829701 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88071 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -9830144.000000 Penalty: 5659.071777
	Iteration 23Q: 3 clusters Score -9830144 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88544 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -9830468.000000 Penalty: 5659.071777
	Iteration 24Q: 3 clusters Score -9830468 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88835 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -9830682.000000 Penalty: 5659.071777
	Iteration 25Q: 3 clusters Score -9830682 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89030 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -9830849.000000 Penalty: 5659.071777
	Iteration 26Q: 3 clusters Score -9830849 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89158 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -9830942.000000 Penalty: 5659.071777
	Iteration 27Q: 3 clusters Score -9830942 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89220 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -9830995.000000 Penalty: 5659.071777
	Iteration 28Q: 3 clusters Score -9830995 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89254 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -9831009.000000 Penalty: 5659.071777
	Iteration 29Q: 3 clusters Score -9831009 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89279 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -9831047.000000 Penalty: 5659.071777
	Iteration 30Q: 3 clusters Score -9831047 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89301 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -9831050.000000 Penalty: 5659.071777
	Iteration 31Q: 3 clusters Score -9831050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89312 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -9831057.000000 Penalty: 5659.071777
	Iteration 32Q: 3 clusters Score -9831057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89322 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -9831067.000000 Penalty: 5659.071777
	Iteration 33Q: 3 clusters Score -9831067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89327 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -9831073.000000 Penalty: 5659.071777
	Iteration 34Q: 3 clusters Score -9831073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89337 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -9831073.000000 Penalty: 5659.071777
	Iteration 35Q: 3 clusters Score -9831073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89347 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -9831082.000000 Penalty: 5659.071777
	Iteration 36Q: 3 clusters Score -9831082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89356 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -9831093.000000 Penalty: 5659.071777
	Iteration 37Q: 3 clusters Score -9831093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -9831092.000000 Penalty: 5659.071777
	Iteration 38Q: 3 clusters Score -9831092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89368 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -9831104.000000 Penalty: 5659.071777
	Iteration 39Q: 3 clusters Score -9831104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89370 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -9831106.000000 Penalty: 5659.071777
	Iteration 40F: 3 clusters Score -9831106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89377 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -9831112.000000 Penalty: 5659.071777
	Iteration 41Q: 3 clusters Score -9831112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89387 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9831127.000000 Penalty: 5659.071777
	Iteration 42Q: 3 clusters Score -9831127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89395 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -9831136.000000 Penalty: 5659.071777
	Iteration 43Q: 3 clusters Score -9831136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89399 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -9831138.000000 Penalty: 5659.071777
	Iteration 44Q: 3 clusters Score -9831138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89402 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -9831137.000000 Penalty: 5659.071777
	Iteration 45Q: 3 clusters Score -9831137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89405 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9831138.000000 Penalty: 5659.071777
	Iteration 46Q: 3 clusters Score -9831138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89403 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -9831130.000000 Penalty: 5659.071777
	Iteration 47Q: 3 clusters Score -9831130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89404 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -9831133.000000 Penalty: 5659.071777
	Iteration 48Q: 3 clusters Score -9831133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89405 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9831136.000000 Penalty: 5659.071777
	Iteration 49Q: 3 clusters Score -9831136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89409 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -9831137.000000 Penalty: 5659.071777
	Iteration 50Q: 3 clusters Score -9831137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89411 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9831142.000000 Penalty: 5659.071777
	Iteration 51Q: 3 clusters Score -9831142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89415 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9831146.000000 Penalty: 5659.071777
	Iteration 52Q: 3 clusters Score -9831146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89415 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9831143.000000 Penalty: 5659.071777
	Iteration 53Q: 3 clusters Score -9831143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89415 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9831146.000000 Penalty: 5659.071777
	Iteration 54Q: 3 clusters Score -9831146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89416 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -9831138.000000 Penalty: 5659.071777
	Iteration 55Q: 3 clusters Score -9831138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89416 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -9831138.000000 Penalty: 5659.071777
	Iteration 56F: 3 clusters Score -9831138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Entering Unmasked Estep 
Score: -609110.562500 Penalty: 2220.534912
	Iteration 0F: 2 clusters Score -609110.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -602953.562500 Penalty: 4441.069824
	Iteration 0F: 3 clusters Score -602953.6 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -604946.375000 Penalty: 4441.069824
	Iteration 1F: 3 clusters Score -604946.4 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -605544.625000 Penalty: 4441.069824
	Iteration 2F: 3 clusters Score -605544.6 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -606141.750000 Penalty: 4441.069824
	Iteration 3F: 3 clusters Score -606141.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -606734.562500 Penalty: 4441.069824
	Iteration 4F: 3 clusters Score -606734.6 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -607333.375000 Penalty: 4441.069824
	Iteration 5F: 3 clusters Score -607333.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -607810.187500 Penalty: 4441.069824
	Iteration 6F: 3 clusters Score -607810.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -608143.187500 Penalty: 4441.069824
	Iteration 7Q: 3 clusters Score -608143.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -608341.062500 Penalty: 4441.069824
	Iteration 8Q: 3 clusters Score -608341.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -608430.937500 Penalty: 4441.069824
	Iteration 9Q: 3 clusters Score -608430.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -608473.437500 Penalty: 4441.069824
	Iteration 10Q: 3 clusters Score -608473.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -608492.687500 Penalty: 4441.069824
	Iteration 11Q: 3 clusters Score -608492.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -608504.812500 Penalty: 4441.069824
	Iteration 12Q: 3 clusters Score -608504.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -608511.750000 Penalty: 4441.069824
	Iteration 13Q: 3 clusters Score -608511.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -608516.000000 Penalty: 4441.069824
	Iteration 14Q: 3 clusters Score -608516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -608517.437500 Penalty: 4441.069824
	Iteration 15Q: 3 clusters Score -608517.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -608519.500000 Penalty: 4441.069824
	Iteration 16Q: 3 clusters Score -608519.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -608519.500000 Penalty: 4441.069824
	Iteration 17F: 3 clusters Score -608519.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Entering Unmasked Estep 
Score: -3390346.750000 Penalty: 2567.402100
	Iteration 0F: 2 clusters Score -3390347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -3368899.250000 Penalty: 5134.804199
	Iteration 0F: 3 clusters Score -3368899 nChanged 14181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -3376657.000000 Penalty: 5134.804199
	Iteration 1F: 3 clusters Score -3376657 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -3377118.500000 Penalty: 5134.804199
	Iteration 2Q: 3 clusters Score -3377118 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -3377544.750000 Penalty: 5134.804199
	Iteration 3Q: 3 clusters Score -3377545 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -3378030.250000 Penalty: 5134.804199
	Iteration 4Q: 3 clusters Score -3378030 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -3378718.250000 Penalty: 5134.804199
	Iteration 5Q: 3 clusters Score -3378718 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -3379738.500000 Penalty: 5134.804199
	Iteration 6F: 3 clusters Score -3379738 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -3381196.500000 Penalty: 5134.804199
	Iteration 7F: 3 clusters Score -3381196 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -3382942.250000 Penalty: 5134.804199
	Iteration 8F: 3 clusters Score -3382942 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -3384770.500000 Penalty: 5134.804199
	Iteration 9F: 3 clusters Score -3384770 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -3386149.750000 Penalty: 5134.804199
	Iteration 10F: 3 clusters Score -3386150 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -3387062.500000 Penalty: 5134.804199
	Iteration 11Q: 3 clusters Score -3387062 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -3387548.250000 Penalty: 5134.804199
	Iteration 12Q: 3 clusters Score -3387548 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -3387802.500000 Penalty: 5134.804199
	Iteration 13Q: 3 clusters Score -3387802 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -3387917.500000 Penalty: 5134.804199
	Iteration 14Q: 3 clusters Score -3387918 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -3387999.750000 Penalty: 5134.804199
	Iteration 15Q: 3 clusters Score -3388000 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -3388048.500000 Penalty: 5134.804199
	Iteration 16Q: 3 clusters Score -3388048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -3388076.250000 Penalty: 5134.804199
	Iteration 17Q: 3 clusters Score -3388076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -3388094.750000 Penalty: 5134.804199
	Iteration 18Q: 3 clusters Score -3388095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -3388099.750000 Penalty: 5134.804199
	Iteration 19Q: 3 clusters Score -3388100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -3388102.000000 Penalty: 5134.804199
	Iteration 20F: 3 clusters Score -3388102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -3388108.000000 Penalty: 5134.804199
	Iteration 21Q: 3 clusters Score -3388108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -3388111.000000 Penalty: 5134.804199
	Iteration 22Q: 3 clusters Score -3388111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -3388117.250000 Penalty: 5134.804199
	Iteration 23Q: 3 clusters Score -3388117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -3388126.000000 Penalty: 5134.804199
	Iteration 24Q: 3 clusters Score -3388126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -3388127.750000 Penalty: 5134.804199
	Iteration 25Q: 3 clusters Score -3388128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -3388130.750000 Penalty: 5134.804199
	Iteration 26Q: 3 clusters Score -3388131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -3388133.250000 Penalty: 5134.804199
	Iteration 27Q: 3 clusters Score -3388133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -3388134.000000 Penalty: 5134.804199
	Iteration 28Q: 3 clusters Score -3388134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -3388135.250000 Penalty: 5134.804199
	Iteration 29Q: 3 clusters Score -3388135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -3388136.250000 Penalty: 5134.804199
	Iteration 30Q: 3 clusters Score -3388136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -3388141.750000 Penalty: 5134.804199
	Iteration 31Q: 3 clusters Score -3388142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -3388143.750000 Penalty: 5134.804199
	Iteration 32Q: 3 clusters Score -3388144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -3388143.750000 Penalty: 5134.804199
	Iteration 33F: 3 clusters Score -3388144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Entering Unmasked Estep 
Score: -641438.687500 Penalty: 2182.278809
	Iteration 0F: 2 clusters Score -641438.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -635873.000000 Penalty: 4364.557617
	Iteration 0F: 3 clusters Score -635873 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -637488.000000 Penalty: 4364.557617
	Iteration 1F: 3 clusters Score -637488 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -637872.625000 Penalty: 4364.557617
	Iteration 2F: 3 clusters Score -637872.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -638179.062500 Penalty: 4364.557617
	Iteration 3F: 3 clusters Score -638179.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -638465.812500 Penalty: 4364.557617
	Iteration 4F: 3 clusters Score -638465.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -638699.187500 Penalty: 4364.557617
	Iteration 5F: 3 clusters Score -638699.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -638868.562500 Penalty: 4364.557617
	Iteration 6Q: 3 clusters Score -638868.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -638973.187500 Penalty: 4364.557617
	Iteration 7Q: 3 clusters Score -638973.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -639069.875000 Penalty: 4364.557617
	Iteration 8Q: 3 clusters Score -639069.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -639162.312500 Penalty: 4364.557617
	Iteration 9Q: 3 clusters Score -639162.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -639237.062500 Penalty: 4364.557617
	Iteration 10Q: 3 clusters Score -639237.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -639303.437500 Penalty: 4364.557617
	Iteration 11Q: 3 clusters Score -639303.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -639364.312500 Penalty: 4364.557617
	Iteration 12Q: 3 clusters Score -639364.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -639429.250000 Penalty: 4364.557617
	Iteration 13Q: 3 clusters Score -639429.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -639513.875000 Penalty: 4364.557617
	Iteration 14Q: 3 clusters Score -639513.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -639627.500000 Penalty: 4364.557617
	Iteration 15Q: 3 clusters Score -639627.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -639732.062500 Penalty: 4364.557617
	Iteration 16Q: 3 clusters Score -639732.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -639793.687500 Penalty: 4364.557617
	Iteration 17Q: 3 clusters Score -639793.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -639850.375000 Penalty: 4364.557617
	Iteration 18Q: 3 clusters Score -639850.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -639898.000000 Penalty: 4364.557617
	Iteration 19Q: 3 clusters Score -639898 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -639929.562500 Penalty: 4364.557617
	Iteration 20F: 3 clusters Score -639929.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -639957.312500 Penalty: 4364.557617
	Iteration 21Q: 3 clusters Score -639957.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -639984.187500 Penalty: 4364.557617
	Iteration 22Q: 3 clusters Score -639984.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -640000.937500 Penalty: 4364.557617
	Iteration 23Q: 3 clusters Score -640000.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -640012.625000 Penalty: 4364.557617
	Iteration 24Q: 3 clusters Score -640012.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -640018.437500 Penalty: 4364.557617
	Iteration 25Q: 3 clusters Score -640018.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -640020.437500 Penalty: 4364.557617
	Iteration 26Q: 3 clusters Score -640020.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -640022.375000 Penalty: 4364.557617
	Iteration 27Q: 3 clusters Score -640022.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -640023.000000 Penalty: 4364.557617
	Iteration 28Q: 3 clusters Score -640023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -640023.625000 Penalty: 4364.557617
	Iteration 29Q: 3 clusters Score -640023.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -640025.125000 Penalty: 4364.557617
	Iteration 30Q: 3 clusters Score -640025.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -640025.187500 Penalty: 4364.557617
	Iteration 31Q: 3 clusters Score -640025.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -640025.125000 Penalty: 4364.557617
	Iteration 32Q: 3 clusters Score -640025.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -640028.187500 Penalty: 4364.557617
	Iteration 33Q: 3 clusters Score -640028.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -640028.312500 Penalty: 4364.557617
	Iteration 34Q: 3 clusters Score -640028.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -640027.875000 Penalty: 4364.557617
	Iteration 35Q: 3 clusters Score -640027.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -640027.500000 Penalty: 4364.557617
	Iteration 36Q: 3 clusters Score -640027.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -640027.500000 Penalty: 4364.557617
	Iteration 37F: 3 clusters Score -640027.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Entering Unmasked Estep 
Score: -453523.562500 Penalty: 2085.140381
	Iteration 0F: 2 clusters Score -453523.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -449319.000000 Penalty: 4170.280762
	Iteration 0F: 3 clusters Score -449319 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -450309.125000 Penalty: 4170.280762
	Iteration 1F: 3 clusters Score -450309.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -450606.437500 Penalty: 4170.280762
	Iteration 2F: 3 clusters Score -450606.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -450799.062500 Penalty: 4170.280762
	Iteration 3F: 3 clusters Score -450799.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -450984.343750 Penalty: 4170.280762
	Iteration 4F: 3 clusters Score -450984.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -451140.062500 Penalty: 4170.280762
	Iteration 5Q: 3 clusters Score -451140.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -451254.062500 Penalty: 4170.280762
	Iteration 6Q: 3 clusters Score -451254.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -451338.906250 Penalty: 4170.280762
	Iteration 7Q: 3 clusters Score -451338.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -451421.218750 Penalty: 4170.280762
	Iteration 8Q: 3 clusters Score -451421.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -451486.125000 Penalty: 4170.280762
	Iteration 9Q: 3 clusters Score -451486.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -451546.687500 Penalty: 4170.280762
	Iteration 10Q: 3 clusters Score -451546.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -451594.406250 Penalty: 4170.280762
	Iteration 11Q: 3 clusters Score -451594.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -451632.812500 Penalty: 4170.280762
	Iteration 12Q: 3 clusters Score -451632.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -451662.906250 Penalty: 4170.280762
	Iteration 13Q: 3 clusters Score -451662.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -451689.250000 Penalty: 4170.280762
	Iteration 14Q: 3 clusters Score -451689.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -451715.875000 Penalty: 4170.280762
	Iteration 15Q: 3 clusters Score -451715.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -451735.375000 Penalty: 4170.280762
	Iteration 16Q: 3 clusters Score -451735.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -451749.562500 Penalty: 4170.280762
	Iteration 17Q: 3 clusters Score -451749.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -451756.937500 Penalty: 4170.280762
	Iteration 18Q: 3 clusters Score -451756.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -451762.093750 Penalty: 4170.280762
	Iteration 19Q: 3 clusters Score -451762.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -451767.000000 Penalty: 4170.280762
	Iteration 20F: 3 clusters Score -451767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -451772.062500 Penalty: 4170.280762
	Iteration 21Q: 3 clusters Score -451772.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -451780.343750 Penalty: 4170.280762
	Iteration 22Q: 3 clusters Score -451780.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -451789.187500 Penalty: 4170.280762
	Iteration 23Q: 3 clusters Score -451789.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -451796.187500 Penalty: 4170.280762
	Iteration 24Q: 3 clusters Score -451796.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -451802.281250 Penalty: 4170.280762
	Iteration 25Q: 3 clusters Score -451802.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -451806.531250 Penalty: 4170.280762
	Iteration 26Q: 3 clusters Score -451806.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -451808.937500 Penalty: 4170.280762
	Iteration 27Q: 3 clusters Score -451808.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -451812.031250 Penalty: 4170.280762
	Iteration 28Q: 3 clusters Score -451812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -451814.062500 Penalty: 4170.280762
	Iteration 29Q: 3 clusters Score -451814.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -451814.843750 Penalty: 4170.280762
	Iteration 30Q: 3 clusters Score -451814.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -451816.687500 Penalty: 4170.280762
	Iteration 31Q: 3 clusters Score -451816.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -451818.312500 Penalty: 4170.280762
	Iteration 32Q: 3 clusters Score -451818.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -451820.906250 Penalty: 4170.280762
	Iteration 33Q: 3 clusters Score -451820.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -451824.750000 Penalty: 4170.280762
	Iteration 34Q: 3 clusters Score -451824.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -451828.406250 Penalty: 4170.280762
	Iteration 35Q: 3 clusters Score -451828.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -451833.093750 Penalty: 4170.280762
	Iteration 36Q: 3 clusters Score -451833.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -451836.843750 Penalty: 4170.280762
	Iteration 37Q: 3 clusters Score -451836.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -451841.468750 Penalty: 4170.280762
	Iteration 38Q: 3 clusters Score -451841.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -451848.687500 Penalty: 4170.280762
	Iteration 39Q: 3 clusters Score -451848.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -451857.093750 Penalty: 4170.280762
	Iteration 40F: 3 clusters Score -451857.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -451865.625000 Penalty: 4170.280762
	Iteration 41Q: 3 clusters Score -451865.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -451876.187500 Penalty: 4170.280762
	Iteration 42Q: 3 clusters Score -451876.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -451883.343750 Penalty: 4170.280762
	Iteration 43Q: 3 clusters Score -451883.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -451893.500000 Penalty: 4170.280762
	Iteration 44Q: 3 clusters Score -451893.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -451900.343750 Penalty: 4170.280762
	Iteration 45Q: 3 clusters Score -451900.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -451906.812500 Penalty: 4170.280762
	Iteration 46Q: 3 clusters Score -451906.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -451914.218750 Penalty: 4170.280762
	Iteration 47Q: 3 clusters Score -451914.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -451919.031250 Penalty: 4170.280762
	Iteration 48Q: 3 clusters Score -451919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -451926.687500 Penalty: 4170.280762
	Iteration 49Q: 3 clusters Score -451926.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -451930.531250 Penalty: 4170.280762
	Iteration 50Q: 3 clusters Score -451930.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -451933.437500 Penalty: 4170.280762
	Iteration 51Q: 3 clusters Score -451933.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -451936.812500 Penalty: 4170.280762
	Iteration 52Q: 3 clusters Score -451936.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -451937.062500 Penalty: 4170.280762
	Iteration 53Q: 3 clusters Score -451937.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -451938.781250 Penalty: 4170.280762
	Iteration 54Q: 3 clusters Score -451938.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -451939.656250 Penalty: 4170.280762
	Iteration 55Q: 3 clusters Score -451939.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -451940.625000 Penalty: 4170.280762
	Iteration 56Q: 3 clusters Score -451940.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -451941.687500 Penalty: 4170.280762
	Iteration 57Q: 3 clusters Score -451941.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -451944.093750 Penalty: 4170.280762
	Iteration 58Q: 3 clusters Score -451944.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -451944.593750 Penalty: 4170.280762
	Iteration 59Q: 3 clusters Score -451944.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -451946.187500 Penalty: 4170.280762
	Iteration 60F: 3 clusters Score -451946.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -451947.218750 Penalty: 4170.280762
	Iteration 61Q: 3 clusters Score -451947.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -451949.250000 Penalty: 4170.280762
	Iteration 62Q: 3 clusters Score -451949.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -451949.000000 Penalty: 4170.280762
	Iteration 63Q: 3 clusters Score -451949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -451949.187500 Penalty: 4170.280762
	Iteration 64Q: 3 clusters Score -451949.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -451950.187500 Penalty: 4170.280762
	Iteration 65Q: 3 clusters Score -451950.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -451949.312500 Penalty: 4170.280762
	Iteration 66Q: 3 clusters Score -451949.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -451950.625000 Penalty: 4170.280762
	Iteration 67Q: 3 clusters Score -451950.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -451949.812500 Penalty: 4170.280762
	Iteration 68Q: 3 clusters Score -451949.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -451950.218750 Penalty: 4170.280762
	Iteration 69Q: 3 clusters Score -451950.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -451950.593750 Penalty: 4170.280762
	Iteration 70Q: 3 clusters Score -451950.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -451951.062500 Penalty: 4170.280762
	Iteration 71Q: 3 clusters Score -451951.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -451951.718750 Penalty: 4170.280762
	Iteration 72Q: 3 clusters Score -451951.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -451952.593750 Penalty: 4170.280762
	Iteration 73Q: 3 clusters Score -451952.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -451954.468750 Penalty: 4170.280762
	Iteration 74Q: 3 clusters Score -451954.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -451955.781250 Penalty: 4170.280762
	Iteration 75Q: 3 clusters Score -451955.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -451959.156250 Penalty: 4170.280762
	Iteration 76Q: 3 clusters Score -451959.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -451958.593750 Penalty: 4170.280762
	Iteration 77Q: 3 clusters Score -451958.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -451959.531250 Penalty: 4170.280762
	Iteration 78Q: 3 clusters Score -451959.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -451959.718750 Penalty: 4170.280762
	Iteration 79Q: 3 clusters Score -451959.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -451959.718750 Penalty: 4170.280762
	Iteration 80F: 3 clusters Score -451959.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Entering Unmasked Estep 
Score: -1011195.875000 Penalty: 2305.468262
	Iteration 0F: 2 clusters Score -1011196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1002955.062500 Penalty: 4610.936523
	Iteration 0F: 3 clusters Score -1002955 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1005573.812500 Penalty: 4610.936523
	Iteration 1F: 3 clusters Score -1005574 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1006045.500000 Penalty: 4610.936523
	Iteration 2F: 3 clusters Score -1006046 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1006436.812500 Penalty: 4610.936523
	Iteration 3F: 3 clusters Score -1006437 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1006800.562500 Penalty: 4610.936523
	Iteration 4F: 3 clusters Score -1006801 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1007114.062500 Penalty: 4610.936523
	Iteration 5Q: 3 clusters Score -1007114 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1007405.000000 Penalty: 4610.936523
	Iteration 6Q: 3 clusters Score -1007405 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1007635.000000 Penalty: 4610.936523
	Iteration 7Q: 3 clusters Score -1007635 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1007832.875000 Penalty: 4610.936523
	Iteration 8Q: 3 clusters Score -1007833 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1007993.625000 Penalty: 4610.936523
	Iteration 9Q: 3 clusters Score -1007994 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1008122.250000 Penalty: 4610.936523
	Iteration 10Q: 3 clusters Score -1008122 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1008239.375000 Penalty: 4610.936523
	Iteration 11Q: 3 clusters Score -1008239 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1008329.750000 Penalty: 4610.936523
	Iteration 12Q: 3 clusters Score -1008330 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1008405.312500 Penalty: 4610.936523
	Iteration 13Q: 3 clusters Score -1008405 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1008460.125000 Penalty: 4610.936523
	Iteration 14Q: 3 clusters Score -1008460 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1008500.625000 Penalty: 4610.936523
	Iteration 15Q: 3 clusters Score -1008501 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1008532.312500 Penalty: 4610.936523
	Iteration 16Q: 3 clusters Score -1008532 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1008551.687500 Penalty: 4610.936523
	Iteration 17Q: 3 clusters Score -1008552 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1008567.000000 Penalty: 4610.936523
	Iteration 18Q: 3 clusters Score -1008567 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1008578.062500 Penalty: 4610.936523
	Iteration 19Q: 3 clusters Score -1008578 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1008585.875000 Penalty: 4610.936523
	Iteration 20F: 3 clusters Score -1008586 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1008596.250000 Penalty: 4610.936523
	Iteration 21Q: 3 clusters Score -1008596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1008598.125000 Penalty: 4610.936523
	Iteration 22Q: 3 clusters Score -1008598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1008603.562500 Penalty: 4610.936523
	Iteration 23Q: 3 clusters Score -1008604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1008608.250000 Penalty: 4610.936523
	Iteration 24Q: 3 clusters Score -1008608 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1008615.062500 Penalty: 4610.936523
	Iteration 25Q: 3 clusters Score -1008615 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1008621.250000 Penalty: 4610.936523
	Iteration 26Q: 3 clusters Score -1008621 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1008623.562500 Penalty: 4610.936523
	Iteration 27Q: 3 clusters Score -1008624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1008623.000000 Penalty: 4610.936523
	Iteration 28Q: 3 clusters Score -1008623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1008628.500000 Penalty: 4610.936523
	Iteration 29Q: 3 clusters Score -1008628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1008630.312500 Penalty: 4610.936523
	Iteration 30Q: 3 clusters Score -1008630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1008634.500000 Penalty: 4610.936523
	Iteration 31Q: 3 clusters Score -1008634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1008639.312500 Penalty: 4610.936523
	Iteration 32Q: 3 clusters Score -1008639 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1008644.000000 Penalty: 4610.936523
	Iteration 33Q: 3 clusters Score -1008644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1008649.187500 Penalty: 4610.936523
	Iteration 34Q: 3 clusters Score -1008649 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1008649.937500 Penalty: 4610.936523
	Iteration 35Q: 3 clusters Score -1008650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1008657.562500 Penalty: 4610.936523
	Iteration 36Q: 3 clusters Score -1008658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1008658.750000 Penalty: 4610.936523
	Iteration 37Q: 3 clusters Score -1008659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1008661.062500 Penalty: 4610.936523
	Iteration 38Q: 3 clusters Score -1008661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1008660.250000 Penalty: 4610.936523
	Iteration 39Q: 3 clusters Score -1008660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1008659.125000 Penalty: 4610.936523
	Iteration 40F: 3 clusters Score -1008659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1008661.312500 Penalty: 4610.936523
	Iteration 41Q: 3 clusters Score -1008661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1008660.875000 Penalty: 4610.936523
	Iteration 42Q: 3 clusters Score -1008661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1008662.562500 Penalty: 4610.936523
	Iteration 43Q: 3 clusters Score -1008663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1008662.750000 Penalty: 4610.936523
	Iteration 44Q: 3 clusters Score -1008663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1008665.062500 Penalty: 4610.936523
	Iteration 45Q: 3 clusters Score -1008665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1008665.250000 Penalty: 4610.936523
	Iteration 46Q: 3 clusters Score -1008665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1008664.000000 Penalty: 4610.936523
	Iteration 47Q: 3 clusters Score -1008664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1008666.250000 Penalty: 4610.936523
	Iteration 48Q: 3 clusters Score -1008666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1008667.687500 Penalty: 4610.936523
	Iteration 49Q: 3 clusters Score -1008668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1008667.312500 Penalty: 4610.936523
	Iteration 50Q: 3 clusters Score -1008667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1008669.312500 Penalty: 4610.936523
	Iteration 51Q: 3 clusters Score -1008669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1008670.500000 Penalty: 4610.936523
	Iteration 52Q: 3 clusters Score -1008670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1008670.562500 Penalty: 4610.936523
	Iteration 53Q: 3 clusters Score -1008671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1008671.937500 Penalty: 4610.936523
	Iteration 54Q: 3 clusters Score -1008672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1008672.812500 Penalty: 4610.936523
	Iteration 55Q: 3 clusters Score -1008673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1008672.687500 Penalty: 4610.936523
	Iteration 56Q: 3 clusters Score -1008673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1008673.187500 Penalty: 4610.936523
	Iteration 57Q: 3 clusters Score -1008673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1008674.500000 Penalty: 4610.936523
	Iteration 58Q: 3 clusters Score -1008674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1008676.187500 Penalty: 4610.936523
	Iteration 59Q: 3 clusters Score -1008676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1008680.875000 Penalty: 4610.936523
	Iteration 60F: 3 clusters Score -1008681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1008679.750000 Penalty: 4610.936523
	Iteration 61Q: 3 clusters Score -1008680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1008682.250000 Penalty: 4610.936523
	Iteration 62Q: 3 clusters Score -1008682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1008682.062500 Penalty: 4610.936523
	Iteration 63Q: 3 clusters Score -1008682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1008683.187500 Penalty: 4610.936523
	Iteration 64Q: 3 clusters Score -1008683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1008683.750000 Penalty: 4610.936523
	Iteration 65Q: 3 clusters Score -1008684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1008684.000000 Penalty: 4610.936523
	Iteration 66Q: 3 clusters Score -1008684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1008685.937500 Penalty: 4610.936523
	Iteration 67Q: 3 clusters Score -1008686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1008688.437500 Penalty: 4610.936523
	Iteration 68Q: 3 clusters Score -1008688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1008686.500000 Penalty: 4610.936523
	Iteration 69Q: 3 clusters Score -1008686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1008688.125000 Penalty: 4610.936523
	Iteration 70Q: 3 clusters Score -1008688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1008688.312500 Penalty: 4610.936523
	Iteration 71Q: 3 clusters Score -1008688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1008688.437500 Penalty: 4610.936523
	Iteration 72Q: 3 clusters Score -1008688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1008690.687500 Penalty: 4610.936523
	Iteration 73Q: 3 clusters Score -1008691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1008690.937500 Penalty: 4610.936523
	Iteration 74Q: 3 clusters Score -1008691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1008690.375000 Penalty: 4610.936523
	Iteration 75Q: 3 clusters Score -1008690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1008690.000000 Penalty: 4610.936523
	Iteration 76Q: 3 clusters Score -1008690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1008691.687500 Penalty: 4610.936523
	Iteration 77Q: 3 clusters Score -1008692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1008691.125000 Penalty: 4610.936523
	Iteration 78Q: 3 clusters Score -1008691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1008690.062500 Penalty: 4610.936523
	Iteration 79Q: 3 clusters Score -1008690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1008694.062500 Penalty: 4610.936523
	Iteration 80F: 3 clusters Score -1008694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1008695.312500 Penalty: 4610.936523
	Iteration 81Q: 3 clusters Score -1008695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1008700.375000 Penalty: 4610.936523
	Iteration 82Q: 3 clusters Score -1008700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1008699.625000 Penalty: 4610.936523
	Iteration 83Q: 3 clusters Score -1008700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1008700.250000 Penalty: 4610.936523
	Iteration 84Q: 3 clusters Score -1008700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1008700.312500 Penalty: 4610.936523
	Iteration 85Q: 3 clusters Score -1008700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1008700.312500 Penalty: 4610.936523
	Iteration 86Q: 3 clusters Score -1008700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1008702.125000 Penalty: 4610.936523
	Iteration 87Q: 3 clusters Score -1008702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1008704.687500 Penalty: 4610.936523
	Iteration 88Q: 3 clusters Score -1008705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1008704.687500 Penalty: 4610.936523
	Iteration 89Q: 3 clusters Score -1008705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1008704.437500 Penalty: 4610.936523
	Iteration 90Q: 3 clusters Score -1008704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1008704.250000 Penalty: 4610.936523
	Iteration 91Q: 3 clusters Score -1008704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1008704.500000 Penalty: 4610.936523
	Iteration 92Q: 3 clusters Score -1008704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1008705.937500 Penalty: 4610.936523
	Iteration 93Q: 3 clusters Score -1008706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1008705.937500 Penalty: 4610.936523
	Iteration 94Q: 3 clusters Score -1008706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1008708.500000 Penalty: 4610.936523
	Iteration 95Q: 3 clusters Score -1008708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1008708.750000 Penalty: 4610.936523
	Iteration 96Q: 3 clusters Score -1008709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1008708.250000 Penalty: 4610.936523
	Iteration 97Q: 3 clusters Score -1008708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1008709.437500 Penalty: 4610.936523
	Iteration 98Q: 3 clusters Score -1008709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1008710.187500 Penalty: 4610.936523
	Iteration 99Q: 3 clusters Score -1008710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1008710.375000 Penalty: 4610.936523
	Iteration 100F: 3 clusters Score -1008710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1008709.812500 Penalty: 4610.936523
	Iteration 101Q: 3 clusters Score -1008710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1008711.562500 Penalty: 4610.936523
	Iteration 102Q: 3 clusters Score -1008712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1008711.562500 Penalty: 4610.936523
	Iteration 103F: 3 clusters Score -1008712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Entering Unmasked Estep 
Score: -1614522.125000 Penalty: 2419.983887
	Iteration 0F: 2 clusters Score -1614522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1602342.625000 Penalty: 4839.967773
	Iteration 0F: 3 clusters Score -1602343 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1607106.625000 Penalty: 4839.967773
	Iteration 1F: 3 clusters Score -1607107 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1608321.125000 Penalty: 4839.967773
	Iteration 2F: 3 clusters Score -1608321 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1609452.250000 Penalty: 4839.967773
	Iteration 3F: 3 clusters Score -1609452 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1610347.500000 Penalty: 4839.967773
	Iteration 4F: 3 clusters Score -1610348 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1610916.125000 Penalty: 4839.967773
	Iteration 5F: 3 clusters Score -1610916 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1611250.375000 Penalty: 4839.967773
	Iteration 6Q: 3 clusters Score -1611250 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1611442.625000 Penalty: 4839.967773
	Iteration 7Q: 3 clusters Score -1611443 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1611585.625000 Penalty: 4839.967773
	Iteration 8Q: 3 clusters Score -1611586 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1611675.375000 Penalty: 4839.967773
	Iteration 9Q: 3 clusters Score -1611675 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1611730.625000 Penalty: 4839.967773
	Iteration 10Q: 3 clusters Score -1611731 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1611773.750000 Penalty: 4839.967773
	Iteration 11Q: 3 clusters Score -1611774 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1611807.250000 Penalty: 4839.967773
	Iteration 12Q: 3 clusters Score -1611807 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1611829.875000 Penalty: 4839.967773
	Iteration 13Q: 3 clusters Score -1611830 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1611852.000000 Penalty: 4839.967773
	Iteration 14Q: 3 clusters Score -1611852 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1611867.625000 Penalty: 4839.967773
	Iteration 15Q: 3 clusters Score -1611868 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1611887.625000 Penalty: 4839.967773
	Iteration 16Q: 3 clusters Score -1611888 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1611897.125000 Penalty: 4839.967773
	Iteration 17Q: 3 clusters Score -1611897 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1611921.000000 Penalty: 4839.967773
	Iteration 18Q: 3 clusters Score -1611921 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1611928.250000 Penalty: 4839.967773
	Iteration 19Q: 3 clusters Score -1611928 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1611947.500000 Penalty: 4839.967773
	Iteration 20F: 3 clusters Score -1611948 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1611959.375000 Penalty: 4839.967773
	Iteration 21Q: 3 clusters Score -1611959 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1611966.125000 Penalty: 4839.967773
	Iteration 22Q: 3 clusters Score -1611966 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1611975.000000 Penalty: 4839.967773
	Iteration 23Q: 3 clusters Score -1611975 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1611980.875000 Penalty: 4839.967773
	Iteration 24Q: 3 clusters Score -1611981 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1611995.875000 Penalty: 4839.967773
	Iteration 25Q: 3 clusters Score -1611996 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1612001.625000 Penalty: 4839.967773
	Iteration 26Q: 3 clusters Score -1612002 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1612010.875000 Penalty: 4839.967773
	Iteration 27Q: 3 clusters Score -1612011 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1612019.625000 Penalty: 4839.967773
	Iteration 28Q: 3 clusters Score -1612020 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1612031.625000 Penalty: 4839.967773
	Iteration 29Q: 3 clusters Score -1612032 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1612047.125000 Penalty: 4839.967773
	Iteration 30Q: 3 clusters Score -1612047 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1612057.250000 Penalty: 4839.967773
	Iteration 31Q: 3 clusters Score -1612057 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1612069.375000 Penalty: 4839.967773
	Iteration 32Q: 3 clusters Score -1612069 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1612081.500000 Penalty: 4839.967773
	Iteration 33Q: 3 clusters Score -1612082 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1612094.500000 Penalty: 4839.967773
	Iteration 34Q: 3 clusters Score -1612094 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1612116.875000 Penalty: 4839.967773
	Iteration 35Q: 3 clusters Score -1612117 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1612128.750000 Penalty: 4839.967773
	Iteration 36Q: 3 clusters Score -1612129 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1612140.500000 Penalty: 4839.967773
	Iteration 37Q: 3 clusters Score -1612140 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1612148.375000 Penalty: 4839.967773
	Iteration 38Q: 3 clusters Score -1612148 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1612162.375000 Penalty: 4839.967773
	Iteration 39Q: 3 clusters Score -1612162 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1612167.250000 Penalty: 4839.967773
	Iteration 40F: 3 clusters Score -1612167 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1612180.750000 Penalty: 4839.967773
	Iteration 41Q: 3 clusters Score -1612181 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1612201.875000 Penalty: 4839.967773
	Iteration 42Q: 3 clusters Score -1612202 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1612212.500000 Penalty: 4839.967773
	Iteration 43Q: 3 clusters Score -1612212 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1612231.250000 Penalty: 4839.967773
	Iteration 44Q: 3 clusters Score -1612231 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1612243.000000 Penalty: 4839.967773
	Iteration 45Q: 3 clusters Score -1612243 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1612264.750000 Penalty: 4839.967773
	Iteration 46Q: 3 clusters Score -1612265 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1612275.875000 Penalty: 4839.967773
	Iteration 47Q: 3 clusters Score -1612276 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1612287.625000 Penalty: 4839.967773
	Iteration 48Q: 3 clusters Score -1612288 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1612308.625000 Penalty: 4839.967773
	Iteration 49Q: 3 clusters Score -1612309 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1612323.125000 Penalty: 4839.967773
	Iteration 50Q: 3 clusters Score -1612323 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1612338.125000 Penalty: 4839.967773
	Iteration 51Q: 3 clusters Score -1612338 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1612356.625000 Penalty: 4839.967773
	Iteration 52Q: 3 clusters Score -1612357 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1612375.750000 Penalty: 4839.967773
	Iteration 53Q: 3 clusters Score -1612376 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1612401.500000 Penalty: 4839.967773
	Iteration 54Q: 3 clusters Score -1612402 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1612432.125000 Penalty: 4839.967773
	Iteration 55Q: 3 clusters Score -1612432 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1612460.875000 Penalty: 4839.967773
	Iteration 56Q: 3 clusters Score -1612461 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1612491.750000 Penalty: 4839.967773
	Iteration 57Q: 3 clusters Score -1612492 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1612534.750000 Penalty: 4839.967773
	Iteration 58Q: 3 clusters Score -1612535 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1612554.000000 Penalty: 4839.967773
	Iteration 59Q: 3 clusters Score -1612554 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1612588.750000 Penalty: 4839.967773
	Iteration 60F: 3 clusters Score -1612589 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1612615.250000 Penalty: 4839.967773
	Iteration 61Q: 3 clusters Score -1612615 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1612652.250000 Penalty: 4839.967773
	Iteration 62Q: 3 clusters Score -1612652 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1612673.625000 Penalty: 4839.967773
	Iteration 63Q: 3 clusters Score -1612674 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1612701.750000 Penalty: 4839.967773
	Iteration 64Q: 3 clusters Score -1612702 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1612733.625000 Penalty: 4839.967773
	Iteration 65Q: 3 clusters Score -1612734 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1612776.000000 Penalty: 4839.967773
	Iteration 66Q: 3 clusters Score -1612776 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1612809.625000 Penalty: 4839.967773
	Iteration 67Q: 3 clusters Score -1612810 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1612834.750000 Penalty: 4839.967773
	Iteration 68Q: 3 clusters Score -1612835 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1612864.250000 Penalty: 4839.967773
	Iteration 69Q: 3 clusters Score -1612864 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1612902.875000 Penalty: 4839.967773
	Iteration 70Q: 3 clusters Score -1612903 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1612938.750000 Penalty: 4839.967773
	Iteration 71Q: 3 clusters Score -1612939 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1612968.875000 Penalty: 4839.967773
	Iteration 72Q: 3 clusters Score -1612969 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1612996.625000 Penalty: 4839.967773
	Iteration 73Q: 3 clusters Score -1612997 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1613013.750000 Penalty: 4839.967773
	Iteration 74Q: 3 clusters Score -1613014 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1613041.125000 Penalty: 4839.967773
	Iteration 75Q: 3 clusters Score -1613041 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1613060.625000 Penalty: 4839.967773
	Iteration 76Q: 3 clusters Score -1613061 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1613082.125000 Penalty: 4839.967773
	Iteration 77Q: 3 clusters Score -1613082 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1613092.500000 Penalty: 4839.967773
	Iteration 78Q: 3 clusters Score -1613092 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -1613117.125000 Penalty: 4839.967773
	Iteration 79Q: 3 clusters Score -1613117 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1613137.375000 Penalty: 4839.967773
	Iteration 80F: 3 clusters Score -1613137 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1613153.250000 Penalty: 4839.967773
	Iteration 81Q: 3 clusters Score -1613153 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1613179.750000 Penalty: 4839.967773
	Iteration 82Q: 3 clusters Score -1613180 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1613199.625000 Penalty: 4839.967773
	Iteration 83Q: 3 clusters Score -1613200 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1613218.125000 Penalty: 4839.967773
	Iteration 84Q: 3 clusters Score -1613218 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -1613235.500000 Penalty: 4839.967773
	Iteration 85Q: 3 clusters Score -1613236 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -1613254.875000 Penalty: 4839.967773
	Iteration 86Q: 3 clusters Score -1613255 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1613274.375000 Penalty: 4839.967773
	Iteration 87Q: 3 clusters Score -1613274 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1613292.000000 Penalty: 4839.967773
	Iteration 88Q: 3 clusters Score -1613292 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -1613307.250000 Penalty: 4839.967773
	Iteration 89Q: 3 clusters Score -1613307 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -1613327.250000 Penalty: 4839.967773
	Iteration 90Q: 3 clusters Score -1613327 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1613337.500000 Penalty: 4839.967773
	Iteration 91Q: 3 clusters Score -1613338 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1613357.625000 Penalty: 4839.967773
	Iteration 92Q: 3 clusters Score -1613358 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -1613369.625000 Penalty: 4839.967773
	Iteration 93Q: 3 clusters Score -1613370 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -1613389.875000 Penalty: 4839.967773
	Iteration 94Q: 3 clusters Score -1613390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -1613394.125000 Penalty: 4839.967773
	Iteration 95Q: 3 clusters Score -1613394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1613396.625000 Penalty: 4839.967773
	Iteration 96Q: 3 clusters Score -1613397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1613403.500000 Penalty: 4839.967773
	Iteration 97Q: 3 clusters Score -1613404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -1613403.500000 Penalty: 4839.967773
	Iteration 98Q: 3 clusters Score -1613404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1613407.625000 Penalty: 4839.967773
	Iteration 99Q: 3 clusters Score -1613408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -1613410.750000 Penalty: 4839.967773
	Iteration 100F: 3 clusters Score -1613411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -1613412.500000 Penalty: 4839.967773
	Iteration 101Q: 3 clusters Score -1613412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -1613415.500000 Penalty: 4839.967773
	Iteration 102Q: 3 clusters Score -1613416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -1613420.000000 Penalty: 4839.967773
	Iteration 103Q: 3 clusters Score -1613420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -1613423.000000 Penalty: 4839.967773
	Iteration 104Q: 3 clusters Score -1613423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -1613424.000000 Penalty: 4839.967773
	Iteration 105Q: 3 clusters Score -1613424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -1613427.250000 Penalty: 4839.967773
	Iteration 106Q: 3 clusters Score -1613427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -1613427.125000 Penalty: 4839.967773
	Iteration 107Q: 3 clusters Score -1613427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -1613429.375000 Penalty: 4839.967773
	Iteration 108Q: 3 clusters Score -1613429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -1613431.125000 Penalty: 4839.967773
	Iteration 109Q: 3 clusters Score -1613431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -1613429.125000 Penalty: 4839.967773
	Iteration 110Q: 3 clusters Score -1613429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -1613431.250000 Penalty: 4839.967773
	Iteration 111Q: 3 clusters Score -1613431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -1613431.625000 Penalty: 4839.967773
	Iteration 112Q: 3 clusters Score -1613432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -1613434.000000 Penalty: 4839.967773
	Iteration 113Q: 3 clusters Score -1613434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1613436.125000 Penalty: 4839.967773
	Iteration 114Q: 3 clusters Score -1613436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1613439.625000 Penalty: 4839.967773
	Iteration 115Q: 3 clusters Score -1613440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -1613440.125000 Penalty: 4839.967773
	Iteration 116Q: 3 clusters Score -1613440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -1613439.000000 Penalty: 4839.967773
	Iteration 117Q: 3 clusters Score -1613439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -1613437.500000 Penalty: 4839.967773
	Iteration 118Q: 3 clusters Score -1613438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -1613443.875000 Penalty: 4839.967773
	Iteration 119Q: 3 clusters Score -1613444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1613443.750000 Penalty: 4839.967773
	Iteration 120F: 3 clusters Score -1613444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1613440.625000 Penalty: 4839.967773
	Iteration 121Q: 3 clusters Score -1613441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -1613442.250000 Penalty: 4839.967773
	Iteration 122Q: 3 clusters Score -1613442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1613442.250000 Penalty: 4839.967773
	Iteration 123Q: 3 clusters Score -1613442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -1613440.500000 Penalty: 4839.967773
	Iteration 124Q: 3 clusters Score -1613440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -1613440.750000 Penalty: 4839.967773
	Iteration 125Q: 3 clusters Score -1613441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -1613441.875000 Penalty: 4839.967773
	Iteration 126Q: 3 clusters Score -1613442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -1613442.875000 Penalty: 4839.967773
	Iteration 127Q: 3 clusters Score -1613443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -1613442.500000 Penalty: 4839.967773
	Iteration 128Q: 3 clusters Score -1613442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1613442.375000 Penalty: 4839.967773
	Iteration 129Q: 3 clusters Score -1613442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -1613445.875000 Penalty: 4839.967773
	Iteration 130Q: 3 clusters Score -1613446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -1613450.250000 Penalty: 4839.967773
	Iteration 131Q: 3 clusters Score -1613450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1613448.750000 Penalty: 4839.967773
	Iteration 132Q: 3 clusters Score -1613449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1613449.875000 Penalty: 4839.967773
	Iteration 133Q: 3 clusters Score -1613450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -1613450.500000 Penalty: 4839.967773
	Iteration 134Q: 3 clusters Score -1613450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -1613450.500000 Penalty: 4839.967773
	Iteration 135Q: 3 clusters Score -1613450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -1613450.875000 Penalty: 4839.967773
	Iteration 136Q: 3 clusters Score -1613451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -1613453.125000 Penalty: 4839.967773
	Iteration 137Q: 3 clusters Score -1613453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -1613451.750000 Penalty: 4839.967773
	Iteration 138Q: 3 clusters Score -1613452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -1613451.000000 Penalty: 4839.967773
	Iteration 139Q: 3 clusters Score -1613451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -1613452.250000 Penalty: 4839.967773
	Iteration 140F: 3 clusters Score -1613452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -1613452.500000 Penalty: 4839.967773
	Iteration 141Q: 3 clusters Score -1613452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -1613451.375000 Penalty: 4839.967773
	Iteration 142Q: 3 clusters Score -1613451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -1613453.500000 Penalty: 4839.967773
	Iteration 143Q: 3 clusters Score -1613454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -1613453.000000 Penalty: 4839.967773
	Iteration 144Q: 3 clusters Score -1613453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -1613454.000000 Penalty: 4839.967773
	Iteration 145Q: 3 clusters Score -1613454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -1613454.875000 Penalty: 4839.967773
	Iteration 146Q: 3 clusters Score -1613455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -1613455.375000 Penalty: 4839.967773
	Iteration 147Q: 3 clusters Score -1613455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -1613465.125000 Penalty: 4839.967773
	Iteration 148Q: 3 clusters Score -1613465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -1613464.625000 Penalty: 4839.967773
	Iteration 149Q: 3 clusters Score -1613465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -1613467.000000 Penalty: 4839.967773
	Iteration 150Q: 3 clusters Score -1613467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -1613467.000000 Penalty: 4839.967773
	Iteration 151Q: 3 clusters Score -1613467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -1613466.875000 Penalty: 4839.967773
	Iteration 152Q: 3 clusters Score -1613467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -1613467.375000 Penalty: 4839.967773
	Iteration 153Q: 3 clusters Score -1613467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -1613466.250000 Penalty: 4839.967773
	Iteration 154Q: 3 clusters Score -1613466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -1613467.250000 Penalty: 4839.967773
	Iteration 155Q: 3 clusters Score -1613467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -1613467.500000 Penalty: 4839.967773
	Iteration 156Q: 3 clusters Score -1613468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -1613468.000000 Penalty: 4839.967773
	Iteration 157Q: 3 clusters Score -1613468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -1613469.375000 Penalty: 4839.967773
	Iteration 158Q: 3 clusters Score -1613469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -1613468.125000 Penalty: 4839.967773
	Iteration 159Q: 3 clusters Score -1613468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -1613469.000000 Penalty: 4839.967773
	Iteration 160F: 3 clusters Score -1613469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -1613471.250000 Penalty: 4839.967773
	Iteration 161Q: 3 clusters Score -1613471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1613470.625000 Penalty: 4839.967773
	Iteration 162Q: 3 clusters Score -1613471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -1613478.375000 Penalty: 4839.967773
	Iteration 163Q: 3 clusters Score -1613478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -1613478.125000 Penalty: 4839.967773
	Iteration 164Q: 3 clusters Score -1613478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -1613483.625000 Penalty: 4839.967773
	Iteration 165Q: 3 clusters Score -1613484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -1613486.500000 Penalty: 4839.967773
	Iteration 166Q: 3 clusters Score -1613486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1613494.500000 Penalty: 4839.967773
	Iteration 167Q: 3 clusters Score -1613494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -1613492.750000 Penalty: 4839.967773
	Iteration 168Q: 3 clusters Score -1613493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1613497.000000 Penalty: 4839.967773
	Iteration 169Q: 3 clusters Score -1613497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -1613497.875000 Penalty: 4839.967773
	Iteration 170Q: 3 clusters Score -1613498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -1613500.000000 Penalty: 4839.967773
	Iteration 171Q: 3 clusters Score -1613500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -1613500.000000 Penalty: 4839.967773
	Iteration 172Q: 3 clusters Score -1613500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -1613499.625000 Penalty: 4839.967773
	Iteration 173Q: 3 clusters Score -1613500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -1613498.625000 Penalty: 4839.967773
	Iteration 174Q: 3 clusters Score -1613499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -1613506.750000 Penalty: 4839.967773
	Iteration 175Q: 3 clusters Score -1613507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -1613505.500000 Penalty: 4839.967773
	Iteration 176Q: 3 clusters Score -1613506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -1613507.250000 Penalty: 4839.967773
	Iteration 177Q: 3 clusters Score -1613507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1613506.875000 Penalty: 4839.967773
	Iteration 178Q: 3 clusters Score -1613507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -1613508.000000 Penalty: 4839.967773
	Iteration 179Q: 3 clusters Score -1613508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -1613511.375000 Penalty: 4839.967773
	Iteration 180F: 3 clusters Score -1613511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -1613511.250000 Penalty: 4839.967773
	Iteration 181Q: 3 clusters Score -1613511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -1613515.625000 Penalty: 4839.967773
	Iteration 182Q: 3 clusters Score -1613516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1613518.000000 Penalty: 4839.967773
	Iteration 183Q: 3 clusters Score -1613518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -1613517.375000 Penalty: 4839.967773
	Iteration 184Q: 3 clusters Score -1613517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -1613514.875000 Penalty: 4839.967773
	Iteration 185Q: 3 clusters Score -1613515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -1613516.250000 Penalty: 4839.967773
	Iteration 186Q: 3 clusters Score -1613516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1613516.125000 Penalty: 4839.967773
	Iteration 187Q: 3 clusters Score -1613516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -1613514.500000 Penalty: 4839.967773
	Iteration 188Q: 3 clusters Score -1613514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -1613514.625000 Penalty: 4839.967773
	Iteration 189Q: 3 clusters Score -1613515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -1613515.000000 Penalty: 4839.967773
	Iteration 190Q: 3 clusters Score -1613515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -1613513.125000 Penalty: 4839.967773
	Iteration 191Q: 3 clusters Score -1613513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -1613513.125000 Penalty: 4839.967773
	Iteration 192F: 3 clusters Score -1613513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Entering Unmasked Estep 
Score: -523295.968750 Penalty: 2101.415771
	Iteration 0F: 2 clusters Score -523296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -518885.812500 Penalty: 4202.831543
	Iteration 0F: 3 clusters Score -518885.8 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -519960.156250 Penalty: 4202.831543
	Iteration 1F: 3 clusters Score -519960.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -520152.156250 Penalty: 4202.831543
	Iteration 2F: 3 clusters Score -520152.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -520290.343750 Penalty: 4202.831543
	Iteration 3Q: 3 clusters Score -520290.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -520382.500000 Penalty: 4202.831543
	Iteration 4Q: 3 clusters Score -520382.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -520461.625000 Penalty: 4202.831543
	Iteration 5Q: 3 clusters Score -520461.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -520528.906250 Penalty: 4202.831543
	Iteration 6Q: 3 clusters Score -520528.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -520597.750000 Penalty: 4202.831543
	Iteration 7Q: 3 clusters Score -520597.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -520659.843750 Penalty: 4202.831543
	Iteration 8Q: 3 clusters Score -520659.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -520717.156250 Penalty: 4202.831543
	Iteration 9Q: 3 clusters Score -520717.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -520778.750000 Penalty: 4202.831543
	Iteration 10Q: 3 clusters Score -520778.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -520842.875000 Penalty: 4202.831543
	Iteration 11Q: 3 clusters Score -520842.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -520906.593750 Penalty: 4202.831543
	Iteration 12Q: 3 clusters Score -520906.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -520960.375000 Penalty: 4202.831543
	Iteration 13Q: 3 clusters Score -520960.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -521000.531250 Penalty: 4202.831543
	Iteration 14Q: 3 clusters Score -521000.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -521035.468750 Penalty: 4202.831543
	Iteration 15Q: 3 clusters Score -521035.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -521084.937500 Penalty: 4202.831543
	Iteration 16Q: 3 clusters Score -521084.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -521131.531250 Penalty: 4202.831543
	Iteration 17Q: 3 clusters Score -521131.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -521191.281250 Penalty: 4202.831543
	Iteration 18Q: 3 clusters Score -521191.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -521248.125000 Penalty: 4202.831543
	Iteration 19Q: 3 clusters Score -521248.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -521298.218750 Penalty: 4202.831543
	Iteration 20F: 3 clusters Score -521298.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -521331.343750 Penalty: 4202.831543
	Iteration 21Q: 3 clusters Score -521331.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -521363.531250 Penalty: 4202.831543
	Iteration 22Q: 3 clusters Score -521363.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -521392.625000 Penalty: 4202.831543
	Iteration 23Q: 3 clusters Score -521392.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -521409.843750 Penalty: 4202.831543
	Iteration 24Q: 3 clusters Score -521409.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -521424.687500 Penalty: 4202.831543
	Iteration 25Q: 3 clusters Score -521424.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -521436.562500 Penalty: 4202.831543
	Iteration 26Q: 3 clusters Score -521436.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -521451.062500 Penalty: 4202.831543
	Iteration 27Q: 3 clusters Score -521451.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -521461.562500 Penalty: 4202.831543
	Iteration 28Q: 3 clusters Score -521461.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -521467.000000 Penalty: 4202.831543
	Iteration 29Q: 3 clusters Score -521467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -521472.062500 Penalty: 4202.831543
	Iteration 30Q: 3 clusters Score -521472.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -521476.437500 Penalty: 4202.831543
	Iteration 31Q: 3 clusters Score -521476.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -521482.843750 Penalty: 4202.831543
	Iteration 32Q: 3 clusters Score -521482.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -521486.906250 Penalty: 4202.831543
	Iteration 33Q: 3 clusters Score -521486.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -521494.968750 Penalty: 4202.831543
	Iteration 34Q: 3 clusters Score -521495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -521499.718750 Penalty: 4202.831543
	Iteration 35Q: 3 clusters Score -521499.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -521503.250000 Penalty: 4202.831543
	Iteration 36Q: 3 clusters Score -521503.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -521507.156250 Penalty: 4202.831543
	Iteration 37Q: 3 clusters Score -521507.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -521508.750000 Penalty: 4202.831543
	Iteration 38Q: 3 clusters Score -521508.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -521511.531250 Penalty: 4202.831543
	Iteration 39Q: 3 clusters Score -521511.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -521514.250000 Penalty: 4202.831543
	Iteration 40F: 3 clusters Score -521514.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -521518.406250 Penalty: 4202.831543
	Iteration 41Q: 3 clusters Score -521518.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -521520.218750 Penalty: 4202.831543
	Iteration 42Q: 3 clusters Score -521520.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -521522.531250 Penalty: 4202.831543
	Iteration 43Q: 3 clusters Score -521522.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -521527.906250 Penalty: 4202.831543
	Iteration 44Q: 3 clusters Score -521527.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -521531.687500 Penalty: 4202.831543
	Iteration 45Q: 3 clusters Score -521531.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -521535.812500 Penalty: 4202.831543
	Iteration 46Q: 3 clusters Score -521535.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -521537.718750 Penalty: 4202.831543
	Iteration 47Q: 3 clusters Score -521537.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -521540.312500 Penalty: 4202.831543
	Iteration 48Q: 3 clusters Score -521540.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -521542.375000 Penalty: 4202.831543
	Iteration 49Q: 3 clusters Score -521542.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -521543.531250 Penalty: 4202.831543
	Iteration 50Q: 3 clusters Score -521543.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -521545.968750 Penalty: 4202.831543
	Iteration 51Q: 3 clusters Score -521546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -521549.281250 Penalty: 4202.831543
	Iteration 52Q: 3 clusters Score -521549.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -521548.718750 Penalty: 4202.831543
	Iteration 53Q: 3 clusters Score -521548.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -521549.843750 Penalty: 4202.831543
	Iteration 54Q: 3 clusters Score -521549.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -521551.781250 Penalty: 4202.831543
	Iteration 55Q: 3 clusters Score -521551.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -521552.593750 Penalty: 4202.831543
	Iteration 56Q: 3 clusters Score -521552.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -521553.218750 Penalty: 4202.831543
	Iteration 57Q: 3 clusters Score -521553.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -521554.093750 Penalty: 4202.831543
	Iteration 58Q: 3 clusters Score -521554.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -521556.687500 Penalty: 4202.831543
	Iteration 59Q: 3 clusters Score -521556.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -521558.937500 Penalty: 4202.831543
	Iteration 60F: 3 clusters Score -521558.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -521561.312500 Penalty: 4202.831543
	Iteration 61Q: 3 clusters Score -521561.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -521569.093750 Penalty: 4202.831543
	Iteration 62Q: 3 clusters Score -521569.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -521573.031250 Penalty: 4202.831543
	Iteration 63Q: 3 clusters Score -521573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -521581.968750 Penalty: 4202.831543
	Iteration 64Q: 3 clusters Score -521582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -521586.281250 Penalty: 4202.831543
	Iteration 65Q: 3 clusters Score -521586.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -521589.343750 Penalty: 4202.831543
	Iteration 66Q: 3 clusters Score -521589.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -521596.156250 Penalty: 4202.831543
	Iteration 67Q: 3 clusters Score -521596.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -521597.625000 Penalty: 4202.831543
	Iteration 68Q: 3 clusters Score -521597.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -521598.687500 Penalty: 4202.831543
	Iteration 69Q: 3 clusters Score -521598.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -521600.062500 Penalty: 4202.831543
	Iteration 70Q: 3 clusters Score -521600.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -521600.062500 Penalty: 4202.831543
	Iteration 71F: 3 clusters Score -521600.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Entering Unmasked Estep 
Score: -92181.156250 Penalty: 1691.904907
	Iteration 0F: 2 clusters Score -92181.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -90334.406250 Penalty: 3383.809814
	Iteration 0F: 3 clusters Score -90334.41 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -90566.531250 Penalty: 3383.809814
	Iteration 1F: 3 clusters Score -90566.53 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -90621.703125 Penalty: 3383.809814
	Iteration 2Q: 3 clusters Score -90621.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -90664.585938 Penalty: 3383.809814
	Iteration 3Q: 3 clusters Score -90664.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -90685.632812 Penalty: 3383.809814
	Iteration 4Q: 3 clusters Score -90685.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -90697.648438 Penalty: 3383.809814
	Iteration 5Q: 3 clusters Score -90697.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -90703.718750 Penalty: 3383.809814
	Iteration 6Q: 3 clusters Score -90703.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -90711.742188 Penalty: 3383.809814
	Iteration 7Q: 3 clusters Score -90711.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -90712.703125 Penalty: 3383.809814
	Iteration 8Q: 3 clusters Score -90712.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -90712.703125 Penalty: 3383.809814
	Iteration 9F: 3 clusters Score -90712.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Entering Unmasked Estep 
Score: -3141144.000000 Penalty: 2545.062744
	Iteration 0F: 2 clusters Score -3141144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -3121523.750000 Penalty: 5090.125488
	Iteration 0F: 3 clusters Score -3121524 nChanged 12914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -3128410.500000 Penalty: 5090.125488
	Iteration 1F: 3 clusters Score -3128410 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -3128975.500000 Penalty: 5090.125488
	Iteration 2F: 3 clusters Score -3128976 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -3129495.000000 Penalty: 5090.125488
	Iteration 3Q: 3 clusters Score -3129495 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -3130049.500000 Penalty: 5090.125488
	Iteration 4Q: 3 clusters Score -3130050 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -3130713.000000 Penalty: 5090.125488
	Iteration 5Q: 3 clusters Score -3130713 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -3131541.500000 Penalty: 5090.125488
	Iteration 6F: 3 clusters Score -3131542 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -3132458.750000 Penalty: 5090.125488
	Iteration 7F: 3 clusters Score -3132459 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -3133456.500000 Penalty: 5090.125488
	Iteration 8F: 3 clusters Score -3133456 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -3134389.250000 Penalty: 5090.125488
	Iteration 9F: 3 clusters Score -3134389 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -3135286.000000 Penalty: 5090.125488
	Iteration 10Q: 3 clusters Score -3135286 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -3136084.750000 Penalty: 5090.125488
	Iteration 11Q: 3 clusters Score -3136085 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -3136765.250000 Penalty: 5090.125488
	Iteration 12Q: 3 clusters Score -3136765 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -3137307.500000 Penalty: 5090.125488
	Iteration 13Q: 3 clusters Score -3137308 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -3137720.500000 Penalty: 5090.125488
	Iteration 14Q: 3 clusters Score -3137720 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3138049.750000 Penalty: 5090.125488
	Iteration 15Q: 3 clusters Score -3138050 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3138288.750000 Penalty: 5090.125488
	Iteration 16Q: 3 clusters Score -3138289 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3138458.500000 Penalty: 5090.125488
	Iteration 17Q: 3 clusters Score -3138458 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3138580.500000 Penalty: 5090.125488
	Iteration 18Q: 3 clusters Score -3138580 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3138664.750000 Penalty: 5090.125488
	Iteration 19Q: 3 clusters Score -3138665 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3138711.750000 Penalty: 5090.125488
	Iteration 20F: 3 clusters Score -3138712 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3138760.750000 Penalty: 5090.125488
	Iteration 21Q: 3 clusters Score -3138761 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3138813.500000 Penalty: 5090.125488
	Iteration 22Q: 3 clusters Score -3138814 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3138849.000000 Penalty: 5090.125488
	Iteration 23Q: 3 clusters Score -3138849 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3138869.000000 Penalty: 5090.125488
	Iteration 24Q: 3 clusters Score -3138869 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3138888.250000 Penalty: 5090.125488
	Iteration 25Q: 3 clusters Score -3138888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3138899.000000 Penalty: 5090.125488
	Iteration 26Q: 3 clusters Score -3138899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3138905.500000 Penalty: 5090.125488
	Iteration 27Q: 3 clusters Score -3138906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3138910.500000 Penalty: 5090.125488
	Iteration 28Q: 3 clusters Score -3138910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3138911.750000 Penalty: 5090.125488
	Iteration 29Q: 3 clusters Score -3138912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3138920.500000 Penalty: 5090.125488
	Iteration 30Q: 3 clusters Score -3138920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3138924.750000 Penalty: 5090.125488
	Iteration 31Q: 3 clusters Score -3138925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3138930.000000 Penalty: 5090.125488
	Iteration 32Q: 3 clusters Score -3138930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3138937.500000 Penalty: 5090.125488
	Iteration 33Q: 3 clusters Score -3138938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3138940.750000 Penalty: 5090.125488
	Iteration 34Q: 3 clusters Score -3138941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3138947.250000 Penalty: 5090.125488
	Iteration 35Q: 3 clusters Score -3138947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3138947.000000 Penalty: 5090.125488
	Iteration 36Q: 3 clusters Score -3138947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3138951.750000 Penalty: 5090.125488
	Iteration 37Q: 3 clusters Score -3138952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3138951.750000 Penalty: 5090.125488
	Iteration 38F: 3 clusters Score -3138952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Entering Unmasked Estep 
Score: -1132265.500000 Penalty: 2298.217041
	Iteration 0F: 2 clusters Score -1132266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1124194.250000 Penalty: 4596.434082
	Iteration 0F: 3 clusters Score -1124194 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1126667.750000 Penalty: 4596.434082
	Iteration 1F: 3 clusters Score -1126668 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1127129.000000 Penalty: 4596.434082
	Iteration 2F: 3 clusters Score -1127129 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1127493.875000 Penalty: 4596.434082
	Iteration 3F: 3 clusters Score -1127494 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1127849.875000 Penalty: 4596.434082
	Iteration 4F: 3 clusters Score -1127850 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1128184.375000 Penalty: 4596.434082
	Iteration 5F: 3 clusters Score -1128184 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1128517.625000 Penalty: 4596.434082
	Iteration 6F: 3 clusters Score -1128518 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1128892.750000 Penalty: 4596.434082
	Iteration 7F: 3 clusters Score -1128893 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1129300.000000 Penalty: 4596.434082
	Iteration 8F: 3 clusters Score -1129300 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1129699.125000 Penalty: 4596.434082
	Iteration 9F: 3 clusters Score -1129699 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1129994.250000 Penalty: 4596.434082
	Iteration 10Q: 3 clusters Score -1129994 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1130213.625000 Penalty: 4596.434082
	Iteration 11Q: 3 clusters Score -1130214 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1130383.250000 Penalty: 4596.434082
	Iteration 12Q: 3 clusters Score -1130383 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1130513.625000 Penalty: 4596.434082
	Iteration 13Q: 3 clusters Score -1130514 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1130634.250000 Penalty: 4596.434082
	Iteration 14Q: 3 clusters Score -1130634 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1130765.375000 Penalty: 4596.434082
	Iteration 15Q: 3 clusters Score -1130765 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1130901.000000 Penalty: 4596.434082
	Iteration 16Q: 3 clusters Score -1130901 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1131023.500000 Penalty: 4596.434082
	Iteration 17Q: 3 clusters Score -1131024 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1131140.125000 Penalty: 4596.434082
	Iteration 18Q: 3 clusters Score -1131140 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1131240.875000 Penalty: 4596.434082
	Iteration 19Q: 3 clusters Score -1131241 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1131340.000000 Penalty: 4596.434082
	Iteration 20F: 3 clusters Score -1131340 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1131435.250000 Penalty: 4596.434082
	Iteration 21Q: 3 clusters Score -1131435 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1131514.250000 Penalty: 4596.434082
	Iteration 22Q: 3 clusters Score -1131514 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1131598.750000 Penalty: 4596.434082
	Iteration 23Q: 3 clusters Score -1131599 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1131679.125000 Penalty: 4596.434082
	Iteration 24Q: 3 clusters Score -1131679 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1131741.000000 Penalty: 4596.434082
	Iteration 25Q: 3 clusters Score -1131741 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1131787.875000 Penalty: 4596.434082
	Iteration 26Q: 3 clusters Score -1131788 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1131820.375000 Penalty: 4596.434082
	Iteration 27Q: 3 clusters Score -1131820 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1131840.875000 Penalty: 4596.434082
	Iteration 28Q: 3 clusters Score -1131841 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1131857.875000 Penalty: 4596.434082
	Iteration 29Q: 3 clusters Score -1131858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1131867.000000 Penalty: 4596.434082
	Iteration 30Q: 3 clusters Score -1131867 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1131878.250000 Penalty: 4596.434082
	Iteration 31Q: 3 clusters Score -1131878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1131882.625000 Penalty: 4596.434082
	Iteration 32Q: 3 clusters Score -1131883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1131890.875000 Penalty: 4596.434082
	Iteration 33Q: 3 clusters Score -1131891 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1131899.000000 Penalty: 4596.434082
	Iteration 34Q: 3 clusters Score -1131899 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1131912.750000 Penalty: 4596.434082
	Iteration 35Q: 3 clusters Score -1131913 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1131931.000000 Penalty: 4596.434082
	Iteration 36Q: 3 clusters Score -1131931 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1131950.625000 Penalty: 4596.434082
	Iteration 37Q: 3 clusters Score -1131951 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1131961.875000 Penalty: 4596.434082
	Iteration 38Q: 3 clusters Score -1131962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1131975.625000 Penalty: 4596.434082
	Iteration 39Q: 3 clusters Score -1131976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1131996.250000 Penalty: 4596.434082
	Iteration 40F: 3 clusters Score -1131996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1132010.125000 Penalty: 4596.434082
	Iteration 41Q: 3 clusters Score -1132010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1132021.500000 Penalty: 4596.434082
	Iteration 42Q: 3 clusters Score -1132022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1132033.125000 Penalty: 4596.434082
	Iteration 43Q: 3 clusters Score -1132033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1132042.500000 Penalty: 4596.434082
	Iteration 44Q: 3 clusters Score -1132042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1132053.250000 Penalty: 4596.434082
	Iteration 45Q: 3 clusters Score -1132053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1132056.875000 Penalty: 4596.434082
	Iteration 46Q: 3 clusters Score -1132057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1132064.125000 Penalty: 4596.434082
	Iteration 47Q: 3 clusters Score -1132064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1132063.125000 Penalty: 4596.434082
	Iteration 48Q: 3 clusters Score -1132063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1132068.500000 Penalty: 4596.434082
	Iteration 49Q: 3 clusters Score -1132068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1132073.625000 Penalty: 4596.434082
	Iteration 50Q: 3 clusters Score -1132074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1132073.125000 Penalty: 4596.434082
	Iteration 51Q: 3 clusters Score -1132073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1132075.500000 Penalty: 4596.434082
	Iteration 52Q: 3 clusters Score -1132076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1132075.500000 Penalty: 4596.434082
	Iteration 53Q: 3 clusters Score -1132076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1132076.750000 Penalty: 4596.434082
	Iteration 54Q: 3 clusters Score -1132077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1132076.875000 Penalty: 4596.434082
	Iteration 55Q: 3 clusters Score -1132077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1132078.000000 Penalty: 4596.434082
	Iteration 56Q: 3 clusters Score -1132078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1132077.125000 Penalty: 4596.434082
	Iteration 57Q: 3 clusters Score -1132077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1132079.875000 Penalty: 4596.434082
	Iteration 58Q: 3 clusters Score -1132080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1132082.500000 Penalty: 4596.434082
	Iteration 59Q: 3 clusters Score -1132082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1132083.000000 Penalty: 4596.434082
	Iteration 60F: 3 clusters Score -1132083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1132083.125000 Penalty: 4596.434082
	Iteration 61Q: 3 clusters Score -1132083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1132082.625000 Penalty: 4596.434082
	Iteration 62Q: 3 clusters Score -1132083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1132084.125000 Penalty: 4596.434082
	Iteration 63Q: 3 clusters Score -1132084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1132084.500000 Penalty: 4596.434082
	Iteration 64Q: 3 clusters Score -1132084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1132082.625000 Penalty: 4596.434082
	Iteration 65Q: 3 clusters Score -1132083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1132083.500000 Penalty: 4596.434082
	Iteration 66Q: 3 clusters Score -1132084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1132083.500000 Penalty: 4596.434082
	Iteration 67F: 3 clusters Score -1132084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Entering Unmasked Estep 
Score: -1691979.125000 Penalty: 2397.338867
	Iteration 0F: 2 clusters Score -1691979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1680592.250000 Penalty: 4794.677734
	Iteration 0F: 3 clusters Score -1680592 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1684447.125000 Penalty: 4794.677734
	Iteration 1F: 3 clusters Score -1684447 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1684898.250000 Penalty: 4794.677734
	Iteration 2F: 3 clusters Score -1684898 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1685269.875000 Penalty: 4794.677734
	Iteration 3F: 3 clusters Score -1685270 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1685585.875000 Penalty: 4794.677734
	Iteration 4Q: 3 clusters Score -1685586 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1685866.750000 Penalty: 4794.677734
	Iteration 5Q: 3 clusters Score -1685867 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1686160.500000 Penalty: 4794.677734
	Iteration 6Q: 3 clusters Score -1686160 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1686491.375000 Penalty: 4794.677734
	Iteration 7Q: 3 clusters Score -1686491 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1686864.375000 Penalty: 4794.677734
	Iteration 8Q: 3 clusters Score -1686864 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1687260.875000 Penalty: 4794.677734
	Iteration 9Q: 3 clusters Score -1687261 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1687661.750000 Penalty: 4794.677734
	Iteration 10Q: 3 clusters Score -1687662 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1688035.500000 Penalty: 4794.677734
	Iteration 11Q: 3 clusters Score -1688036 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1688352.000000 Penalty: 4794.677734
	Iteration 12Q: 3 clusters Score -1688352 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1688589.125000 Penalty: 4794.677734
	Iteration 13Q: 3 clusters Score -1688589 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1688752.500000 Penalty: 4794.677734
	Iteration 14Q: 3 clusters Score -1688752 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1688859.625000 Penalty: 4794.677734
	Iteration 15Q: 3 clusters Score -1688860 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1688935.750000 Penalty: 4794.677734
	Iteration 16Q: 3 clusters Score -1688936 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1688997.125000 Penalty: 4794.677734
	Iteration 17Q: 3 clusters Score -1688997 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1689048.750000 Penalty: 4794.677734
	Iteration 18Q: 3 clusters Score -1689049 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1689091.000000 Penalty: 4794.677734
	Iteration 19Q: 3 clusters Score -1689091 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1689129.875000 Penalty: 4794.677734
	Iteration 20F: 3 clusters Score -1689130 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1689164.250000 Penalty: 4794.677734
	Iteration 21Q: 3 clusters Score -1689164 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1689184.000000 Penalty: 4794.677734
	Iteration 22Q: 3 clusters Score -1689184 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1689200.625000 Penalty: 4794.677734
	Iteration 23Q: 3 clusters Score -1689201 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1689222.750000 Penalty: 4794.677734
	Iteration 24Q: 3 clusters Score -1689223 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1689246.625000 Penalty: 4794.677734
	Iteration 25Q: 3 clusters Score -1689247 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1689262.500000 Penalty: 4794.677734
	Iteration 26Q: 3 clusters Score -1689262 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1689281.875000 Penalty: 4794.677734
	Iteration 27Q: 3 clusters Score -1689282 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1689289.125000 Penalty: 4794.677734
	Iteration 28Q: 3 clusters Score -1689289 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1689306.500000 Penalty: 4794.677734
	Iteration 29Q: 3 clusters Score -1689306 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1689306.875000 Penalty: 4794.677734
	Iteration 30Q: 3 clusters Score -1689307 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1689315.375000 Penalty: 4794.677734
	Iteration 31Q: 3 clusters Score -1689315 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1689326.750000 Penalty: 4794.677734
	Iteration 32Q: 3 clusters Score -1689327 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1689334.750000 Penalty: 4794.677734
	Iteration 33Q: 3 clusters Score -1689335 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1689335.375000 Penalty: 4794.677734
	Iteration 34Q: 3 clusters Score -1689335 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1689340.875000 Penalty: 4794.677734
	Iteration 35Q: 3 clusters Score -1689341 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1689347.500000 Penalty: 4794.677734
	Iteration 36Q: 3 clusters Score -1689348 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1689356.875000 Penalty: 4794.677734
	Iteration 37Q: 3 clusters Score -1689357 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1689365.750000 Penalty: 4794.677734
	Iteration 38Q: 3 clusters Score -1689366 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1689375.375000 Penalty: 4794.677734
	Iteration 39Q: 3 clusters Score -1689375 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1689387.125000 Penalty: 4794.677734
	Iteration 40F: 3 clusters Score -1689387 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1689395.750000 Penalty: 4794.677734
	Iteration 41Q: 3 clusters Score -1689396 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1689417.375000 Penalty: 4794.677734
	Iteration 42Q: 3 clusters Score -1689417 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1689443.875000 Penalty: 4794.677734
	Iteration 43Q: 3 clusters Score -1689444 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1689469.500000 Penalty: 4794.677734
	Iteration 44Q: 3 clusters Score -1689470 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1689508.875000 Penalty: 4794.677734
	Iteration 45Q: 3 clusters Score -1689509 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1689541.125000 Penalty: 4794.677734
	Iteration 46Q: 3 clusters Score -1689541 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1689563.000000 Penalty: 4794.677734
	Iteration 47Q: 3 clusters Score -1689563 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1689594.000000 Penalty: 4794.677734
	Iteration 48Q: 3 clusters Score -1689594 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1689621.000000 Penalty: 4794.677734
	Iteration 49Q: 3 clusters Score -1689621 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1689655.375000 Penalty: 4794.677734
	Iteration 50Q: 3 clusters Score -1689655 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1689685.125000 Penalty: 4794.677734
	Iteration 51Q: 3 clusters Score -1689685 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1689721.125000 Penalty: 4794.677734
	Iteration 52Q: 3 clusters Score -1689721 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1689752.000000 Penalty: 4794.677734
	Iteration 53Q: 3 clusters Score -1689752 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1689770.625000 Penalty: 4794.677734
	Iteration 54Q: 3 clusters Score -1689771 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1689778.125000 Penalty: 4794.677734
	Iteration 55Q: 3 clusters Score -1689778 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1689804.750000 Penalty: 4794.677734
	Iteration 56Q: 3 clusters Score -1689805 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1689816.125000 Penalty: 4794.677734
	Iteration 57Q: 3 clusters Score -1689816 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1689828.750000 Penalty: 4794.677734
	Iteration 58Q: 3 clusters Score -1689829 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1689846.375000 Penalty: 4794.677734
	Iteration 59Q: 3 clusters Score -1689846 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1689863.250000 Penalty: 4794.677734
	Iteration 60F: 3 clusters Score -1689863 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1689870.500000 Penalty: 4794.677734
	Iteration 61Q: 3 clusters Score -1689870 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1689879.250000 Penalty: 4794.677734
	Iteration 62Q: 3 clusters Score -1689879 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1689892.875000 Penalty: 4794.677734
	Iteration 63Q: 3 clusters Score -1689893 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1689890.125000 Penalty: 4794.677734
	Iteration 64Q: 3 clusters Score -1689890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1689900.500000 Penalty: 4794.677734
	Iteration 65Q: 3 clusters Score -1689900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1689903.625000 Penalty: 4794.677734
	Iteration 66Q: 3 clusters Score -1689904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1689905.625000 Penalty: 4794.677734
	Iteration 67Q: 3 clusters Score -1689906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1689908.000000 Penalty: 4794.677734
	Iteration 68Q: 3 clusters Score -1689908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1689910.750000 Penalty: 4794.677734
	Iteration 69Q: 3 clusters Score -1689911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1689914.000000 Penalty: 4794.677734
	Iteration 70Q: 3 clusters Score -1689914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1689913.750000 Penalty: 4794.677734
	Iteration 71Q: 3 clusters Score -1689914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1689919.500000 Penalty: 4794.677734
	Iteration 72Q: 3 clusters Score -1689920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1689920.625000 Penalty: 4794.677734
	Iteration 73Q: 3 clusters Score -1689921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1689921.000000 Penalty: 4794.677734
	Iteration 74Q: 3 clusters Score -1689921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1689922.375000 Penalty: 4794.677734
	Iteration 75Q: 3 clusters Score -1689922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1689923.500000 Penalty: 4794.677734
	Iteration 76Q: 3 clusters Score -1689924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1689925.625000 Penalty: 4794.677734
	Iteration 77Q: 3 clusters Score -1689926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1689923.125000 Penalty: 4794.677734
	Iteration 78Q: 3 clusters Score -1689923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1689923.375000 Penalty: 4794.677734
	Iteration 79Q: 3 clusters Score -1689923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1689920.625000 Penalty: 4794.677734
	Iteration 80F: 3 clusters Score -1689921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1689921.375000 Penalty: 4794.677734
	Iteration 81Q: 3 clusters Score -1689921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1689921.375000 Penalty: 4794.677734
	Iteration 82F: 3 clusters Score -1689921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Entering Unmasked Estep 
Score: -991567.500000 Penalty: 2283.369629
	Iteration 0F: 2 clusters Score -991567.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -983989.687500 Penalty: 4566.739258
	Iteration 0F: 3 clusters Score -983989.7 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -986322.062500 Penalty: 4566.739258
	Iteration 1F: 3 clusters Score -986322.1 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -986677.812500 Penalty: 4566.739258
	Iteration 2F: 3 clusters Score -986677.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -986929.125000 Penalty: 4566.739258
	Iteration 3F: 3 clusters Score -986929.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -987129.062500 Penalty: 4566.739258
	Iteration 4Q: 3 clusters Score -987129.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -987285.812500 Penalty: 4566.739258
	Iteration 5Q: 3 clusters Score -987285.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -987410.812500 Penalty: 4566.739258
	Iteration 6Q: 3 clusters Score -987410.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -987526.687500 Penalty: 4566.739258
	Iteration 7Q: 3 clusters Score -987526.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -987632.812500 Penalty: 4566.739258
	Iteration 8Q: 3 clusters Score -987632.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -987716.500000 Penalty: 4566.739258
	Iteration 9Q: 3 clusters Score -987716.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -987786.937500 Penalty: 4566.739258
	Iteration 10Q: 3 clusters Score -987786.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -987846.937500 Penalty: 4566.739258
	Iteration 11Q: 3 clusters Score -987846.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -987917.812500 Penalty: 4566.739258
	Iteration 12Q: 3 clusters Score -987917.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -987992.500000 Penalty: 4566.739258
	Iteration 13Q: 3 clusters Score -987992.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -988054.750000 Penalty: 4566.739258
	Iteration 14Q: 3 clusters Score -988054.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -988109.187500 Penalty: 4566.739258
	Iteration 15Q: 3 clusters Score -988109.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -988156.687500 Penalty: 4566.739258
	Iteration 16Q: 3 clusters Score -988156.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -988204.375000 Penalty: 4566.739258
	Iteration 17Q: 3 clusters Score -988204.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -988244.312500 Penalty: 4566.739258
	Iteration 18Q: 3 clusters Score -988244.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -988280.312500 Penalty: 4566.739258
	Iteration 19Q: 3 clusters Score -988280.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -988324.312500 Penalty: 4566.739258
	Iteration 20F: 3 clusters Score -988324.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -988381.187500 Penalty: 4566.739258
	Iteration 21Q: 3 clusters Score -988381.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -988443.062500 Penalty: 4566.739258
	Iteration 22Q: 3 clusters Score -988443.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -988505.187500 Penalty: 4566.739258
	Iteration 23Q: 3 clusters Score -988505.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -988571.875000 Penalty: 4566.739258
	Iteration 24Q: 3 clusters Score -988571.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -988634.500000 Penalty: 4566.739258
	Iteration 25Q: 3 clusters Score -988634.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -988681.625000 Penalty: 4566.739258
	Iteration 26Q: 3 clusters Score -988681.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -988741.250000 Penalty: 4566.739258
	Iteration 27Q: 3 clusters Score -988741.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -988798.625000 Penalty: 4566.739258
	Iteration 28Q: 3 clusters Score -988798.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -988855.500000 Penalty: 4566.739258
	Iteration 29Q: 3 clusters Score -988855.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -988905.187500 Penalty: 4566.739258
	Iteration 30Q: 3 clusters Score -988905.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -988956.375000 Penalty: 4566.739258
	Iteration 31Q: 3 clusters Score -988956.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -989009.187500 Penalty: 4566.739258
	Iteration 32Q: 3 clusters Score -989009.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -989051.187500 Penalty: 4566.739258
	Iteration 33Q: 3 clusters Score -989051.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -989091.000000 Penalty: 4566.739258
	Iteration 34Q: 3 clusters Score -989091 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -989144.375000 Penalty: 4566.739258
	Iteration 35Q: 3 clusters Score -989144.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -989195.562500 Penalty: 4566.739258
	Iteration 36Q: 3 clusters Score -989195.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -989232.812500 Penalty: 4566.739258
	Iteration 37Q: 3 clusters Score -989232.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -989272.062500 Penalty: 4566.739258
	Iteration 38Q: 3 clusters Score -989272.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -989316.750000 Penalty: 4566.739258
	Iteration 39Q: 3 clusters Score -989316.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -989362.437500 Penalty: 4566.739258
	Iteration 40F: 3 clusters Score -989362.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -989407.000000 Penalty: 4566.739258
	Iteration 41Q: 3 clusters Score -989407 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -989448.812500 Penalty: 4566.739258
	Iteration 42Q: 3 clusters Score -989448.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -989472.187500 Penalty: 4566.739258
	Iteration 43Q: 3 clusters Score -989472.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -989496.500000 Penalty: 4566.739258
	Iteration 44Q: 3 clusters Score -989496.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -989525.312500 Penalty: 4566.739258
	Iteration 45Q: 3 clusters Score -989525.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -989558.250000 Penalty: 4566.739258
	Iteration 46Q: 3 clusters Score -989558.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -989587.187500 Penalty: 4566.739258
	Iteration 47Q: 3 clusters Score -989587.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -989610.062500 Penalty: 4566.739258
	Iteration 48Q: 3 clusters Score -989610.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -989626.812500 Penalty: 4566.739258
	Iteration 49Q: 3 clusters Score -989626.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -989639.187500 Penalty: 4566.739258
	Iteration 50Q: 3 clusters Score -989639.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -989655.375000 Penalty: 4566.739258
	Iteration 51Q: 3 clusters Score -989655.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -989665.937500 Penalty: 4566.739258
	Iteration 52Q: 3 clusters Score -989665.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -989678.500000 Penalty: 4566.739258
	Iteration 53Q: 3 clusters Score -989678.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -989690.000000 Penalty: 4566.739258
	Iteration 54Q: 3 clusters Score -989690 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -989700.125000 Penalty: 4566.739258
	Iteration 55Q: 3 clusters Score -989700.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -989710.937500 Penalty: 4566.739258
	Iteration 56Q: 3 clusters Score -989710.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -989722.000000 Penalty: 4566.739258
	Iteration 57Q: 3 clusters Score -989722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -989728.562500 Penalty: 4566.739258
	Iteration 58Q: 3 clusters Score -989728.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -989734.437500 Penalty: 4566.739258
	Iteration 59Q: 3 clusters Score -989734.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -989741.625000 Penalty: 4566.739258
	Iteration 60F: 3 clusters Score -989741.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -989743.812500 Penalty: 4566.739258
	Iteration 61Q: 3 clusters Score -989743.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -989747.437500 Penalty: 4566.739258
	Iteration 62Q: 3 clusters Score -989747.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -989754.312500 Penalty: 4566.739258
	Iteration 63Q: 3 clusters Score -989754.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -989759.937500 Penalty: 4566.739258
	Iteration 64Q: 3 clusters Score -989759.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -989762.125000 Penalty: 4566.739258
	Iteration 65Q: 3 clusters Score -989762.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -989766.562500 Penalty: 4566.739258
	Iteration 66Q: 3 clusters Score -989766.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -989767.750000 Penalty: 4566.739258
	Iteration 67Q: 3 clusters Score -989767.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -989769.625000 Penalty: 4566.739258
	Iteration 68Q: 3 clusters Score -989769.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -989773.000000 Penalty: 4566.739258
	Iteration 69Q: 3 clusters Score -989773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -989776.250000 Penalty: 4566.739258
	Iteration 70Q: 3 clusters Score -989776.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -989779.750000 Penalty: 4566.739258
	Iteration 71Q: 3 clusters Score -989779.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -989784.500000 Penalty: 4566.739258
	Iteration 72Q: 3 clusters Score -989784.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -989786.375000 Penalty: 4566.739258
	Iteration 73Q: 3 clusters Score -989786.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -989789.875000 Penalty: 4566.739258
	Iteration 74Q: 3 clusters Score -989789.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -989792.625000 Penalty: 4566.739258
	Iteration 75Q: 3 clusters Score -989792.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -989792.562500 Penalty: 4566.739258
	Iteration 76Q: 3 clusters Score -989792.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -989797.750000 Penalty: 4566.739258
	Iteration 77Q: 3 clusters Score -989797.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -989799.875000 Penalty: 4566.739258
	Iteration 78Q: 3 clusters Score -989799.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -989804.750000 Penalty: 4566.739258
	Iteration 79Q: 3 clusters Score -989804.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -989803.562500 Penalty: 4566.739258
	Iteration 80F: 3 clusters Score -989803.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -989805.437500 Penalty: 4566.739258
	Iteration 81Q: 3 clusters Score -989805.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -989805.000000 Penalty: 4566.739258
	Iteration 82Q: 3 clusters Score -989805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -989804.812500 Penalty: 4566.739258
	Iteration 83Q: 3 clusters Score -989804.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -989805.937500 Penalty: 4566.739258
	Iteration 84Q: 3 clusters Score -989805.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -989808.500000 Penalty: 4566.739258
	Iteration 85Q: 3 clusters Score -989808.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -989809.687500 Penalty: 4566.739258
	Iteration 86Q: 3 clusters Score -989809.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -989809.312500 Penalty: 4566.739258
	Iteration 87Q: 3 clusters Score -989809.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -989810.250000 Penalty: 4566.739258
	Iteration 88Q: 3 clusters Score -989810.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -989810.812500 Penalty: 4566.739258
	Iteration 89Q: 3 clusters Score -989810.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -989811.312500 Penalty: 4566.739258
	Iteration 90Q: 3 clusters Score -989811.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -989814.312500 Penalty: 4566.739258
	Iteration 91Q: 3 clusters Score -989814.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -989816.000000 Penalty: 4566.739258
	Iteration 92Q: 3 clusters Score -989816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -989815.062500 Penalty: 4566.739258
	Iteration 93Q: 3 clusters Score -989815.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -989815.062500 Penalty: 4566.739258
	Iteration 94F: 3 clusters Score -989815.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Entering Unmasked Estep 
Score: -2188974.500000 Penalty: 2515.428955
	Iteration 0F: 2 clusters Score -2188974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2171649.000000 Penalty: 5030.857910
	Iteration 0F: 3 clusters Score -2171649 nChanged 11265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2178553.250000 Penalty: 5030.857910
	Iteration 1F: 3 clusters Score -2178553 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2179864.000000 Penalty: 5030.857910
	Iteration 2F: 3 clusters Score -2179864 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2181106.000000 Penalty: 5030.857910
	Iteration 3F: 3 clusters Score -2181106 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2182203.500000 Penalty: 5030.857910
	Iteration 4F: 3 clusters Score -2182204 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -2183120.250000 Penalty: 5030.857910
	Iteration 5F: 3 clusters Score -2183120 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2183747.000000 Penalty: 5030.857910
	Iteration 6F: 3 clusters Score -2183747 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2184159.000000 Penalty: 5030.857910
	Iteration 7Q: 3 clusters Score -2184159 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2184455.000000 Penalty: 5030.857910
	Iteration 8Q: 3 clusters Score -2184455 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2184671.500000 Penalty: 5030.857910
	Iteration 9Q: 3 clusters Score -2184672 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2184789.500000 Penalty: 5030.857910
	Iteration 10Q: 3 clusters Score -2184790 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -2184881.250000 Penalty: 5030.857910
	Iteration 11Q: 3 clusters Score -2184881 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -2184955.250000 Penalty: 5030.857910
	Iteration 12Q: 3 clusters Score -2184955 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2185008.000000 Penalty: 5030.857910
	Iteration 13Q: 3 clusters Score -2185008 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2185054.250000 Penalty: 5030.857910
	Iteration 14Q: 3 clusters Score -2185054 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2185090.000000 Penalty: 5030.857910
	Iteration 15Q: 3 clusters Score -2185090 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2185126.500000 Penalty: 5030.857910
	Iteration 16Q: 3 clusters Score -2185126 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2185146.500000 Penalty: 5030.857910
	Iteration 17Q: 3 clusters Score -2185146 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -2185164.500000 Penalty: 5030.857910
	Iteration 18Q: 3 clusters Score -2185164 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -2185178.500000 Penalty: 5030.857910
	Iteration 19Q: 3 clusters Score -2185178 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -2185195.250000 Penalty: 5030.857910
	Iteration 20F: 3 clusters Score -2185195 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -2185205.000000 Penalty: 5030.857910
	Iteration 21Q: 3 clusters Score -2185205 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -2185222.000000 Penalty: 5030.857910
	Iteration 22Q: 3 clusters Score -2185222 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2185247.750000 Penalty: 5030.857910
	Iteration 23Q: 3 clusters Score -2185248 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2185271.000000 Penalty: 5030.857910
	Iteration 24Q: 3 clusters Score -2185271 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2185293.500000 Penalty: 5030.857910
	Iteration 25Q: 3 clusters Score -2185294 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2185310.000000 Penalty: 5030.857910
	Iteration 26Q: 3 clusters Score -2185310 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2185313.500000 Penalty: 5030.857910
	Iteration 27Q: 3 clusters Score -2185314 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2185332.750000 Penalty: 5030.857910
	Iteration 28Q: 3 clusters Score -2185333 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2185349.500000 Penalty: 5030.857910
	Iteration 29Q: 3 clusters Score -2185350 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2185373.750000 Penalty: 5030.857910
	Iteration 30Q: 3 clusters Score -2185374 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2185393.750000 Penalty: 5030.857910
	Iteration 31Q: 3 clusters Score -2185394 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2185431.750000 Penalty: 5030.857910
	Iteration 32Q: 3 clusters Score -2185432 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2185458.250000 Penalty: 5030.857910
	Iteration 33Q: 3 clusters Score -2185458 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2185480.750000 Penalty: 5030.857910
	Iteration 34Q: 3 clusters Score -2185481 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -2185505.250000 Penalty: 5030.857910
	Iteration 35Q: 3 clusters Score -2185505 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2185525.250000 Penalty: 5030.857910
	Iteration 36Q: 3 clusters Score -2185525 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2185561.500000 Penalty: 5030.857910
	Iteration 37Q: 3 clusters Score -2185562 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2185585.500000 Penalty: 5030.857910
	Iteration 38Q: 3 clusters Score -2185586 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -2185604.750000 Penalty: 5030.857910
	Iteration 39Q: 3 clusters Score -2185605 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -2185628.250000 Penalty: 5030.857910
	Iteration 40F: 3 clusters Score -2185628 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2185649.250000 Penalty: 5030.857910
	Iteration 41Q: 3 clusters Score -2185649 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2185674.500000 Penalty: 5030.857910
	Iteration 42Q: 3 clusters Score -2185674 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2185695.250000 Penalty: 5030.857910
	Iteration 43Q: 3 clusters Score -2185695 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -2185728.250000 Penalty: 5030.857910
	Iteration 44Q: 3 clusters Score -2185728 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2185753.750000 Penalty: 5030.857910
	Iteration 45Q: 3 clusters Score -2185754 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -2185780.750000 Penalty: 5030.857910
	Iteration 46Q: 3 clusters Score -2185781 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2185811.500000 Penalty: 5030.857910
	Iteration 47Q: 3 clusters Score -2185812 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -2185844.250000 Penalty: 5030.857910
	Iteration 48Q: 3 clusters Score -2185844 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -2185877.250000 Penalty: 5030.857910
	Iteration 49Q: 3 clusters Score -2185877 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -2185897.000000 Penalty: 5030.857910
	Iteration 50Q: 3 clusters Score -2185897 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2185938.750000 Penalty: 5030.857910
	Iteration 51Q: 3 clusters Score -2185939 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -2185969.000000 Penalty: 5030.857910
	Iteration 52Q: 3 clusters Score -2185969 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2185997.250000 Penalty: 5030.857910
	Iteration 53Q: 3 clusters Score -2185997 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -2186039.000000 Penalty: 5030.857910
	Iteration 54Q: 3 clusters Score -2186039 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -2186074.250000 Penalty: 5030.857910
	Iteration 55Q: 3 clusters Score -2186074 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2186117.750000 Penalty: 5030.857910
	Iteration 56Q: 3 clusters Score -2186118 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -2186153.500000 Penalty: 5030.857910
	Iteration 57Q: 3 clusters Score -2186154 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -2186191.500000 Penalty: 5030.857910
	Iteration 58Q: 3 clusters Score -2186192 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -2186223.250000 Penalty: 5030.857910
	Iteration 59Q: 3 clusters Score -2186223 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -2186268.500000 Penalty: 5030.857910
	Iteration 60F: 3 clusters Score -2186268 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -2186312.250000 Penalty: 5030.857910
	Iteration 61Q: 3 clusters Score -2186312 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -2186352.000000 Penalty: 5030.857910
	Iteration 62Q: 3 clusters Score -2186352 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -2186404.000000 Penalty: 5030.857910
	Iteration 63Q: 3 clusters Score -2186404 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -2186449.500000 Penalty: 5030.857910
	Iteration 64Q: 3 clusters Score -2186450 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -2186511.750000 Penalty: 5030.857910
	Iteration 65Q: 3 clusters Score -2186512 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -2186577.750000 Penalty: 5030.857910
	Iteration 66Q: 3 clusters Score -2186578 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -2186651.250000 Penalty: 5030.857910
	Iteration 67Q: 3 clusters Score -2186651 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -2186718.500000 Penalty: 5030.857910
	Iteration 68Q: 3 clusters Score -2186718 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -2186779.250000 Penalty: 5030.857910
	Iteration 69Q: 3 clusters Score -2186779 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -2186837.750000 Penalty: 5030.857910
	Iteration 70Q: 3 clusters Score -2186838 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -2186888.500000 Penalty: 5030.857910
	Iteration 71Q: 3 clusters Score -2186888 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -2186937.750000 Penalty: 5030.857910
	Iteration 72Q: 3 clusters Score -2186938 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -2186977.250000 Penalty: 5030.857910
	Iteration 73Q: 3 clusters Score -2186977 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -2187017.250000 Penalty: 5030.857910
	Iteration 74Q: 3 clusters Score -2187017 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -2187040.750000 Penalty: 5030.857910
	Iteration 75Q: 3 clusters Score -2187041 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -2187075.250000 Penalty: 5030.857910
	Iteration 76Q: 3 clusters Score -2187075 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -2187096.250000 Penalty: 5030.857910
	Iteration 77Q: 3 clusters Score -2187096 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -2187128.000000 Penalty: 5030.857910
	Iteration 78Q: 3 clusters Score -2187128 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -2187155.000000 Penalty: 5030.857910
	Iteration 79Q: 3 clusters Score -2187155 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -2187183.500000 Penalty: 5030.857910
	Iteration 80F: 3 clusters Score -2187184 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -2187197.250000 Penalty: 5030.857910
	Iteration 81Q: 3 clusters Score -2187197 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -2187204.250000 Penalty: 5030.857910
	Iteration 82Q: 3 clusters Score -2187204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -2187214.250000 Penalty: 5030.857910
	Iteration 83Q: 3 clusters Score -2187214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -2187213.250000 Penalty: 5030.857910
	Iteration 84Q: 3 clusters Score -2187213 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -2187221.500000 Penalty: 5030.857910
	Iteration 85Q: 3 clusters Score -2187222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -2187227.000000 Penalty: 5030.857910
	Iteration 86Q: 3 clusters Score -2187227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -2187237.250000 Penalty: 5030.857910
	Iteration 87Q: 3 clusters Score -2187237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -2187245.750000 Penalty: 5030.857910
	Iteration 88Q: 3 clusters Score -2187246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -2187252.750000 Penalty: 5030.857910
	Iteration 89Q: 3 clusters Score -2187253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -2187260.750000 Penalty: 5030.857910
	Iteration 90Q: 3 clusters Score -2187261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -2187259.750000 Penalty: 5030.857910
	Iteration 91Q: 3 clusters Score -2187260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -2187263.000000 Penalty: 5030.857910
	Iteration 92Q: 3 clusters Score -2187263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -2187263.500000 Penalty: 5030.857910
	Iteration 93Q: 3 clusters Score -2187264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -2187264.250000 Penalty: 5030.857910
	Iteration 94Q: 3 clusters Score -2187264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -2187268.750000 Penalty: 5030.857910
	Iteration 95Q: 3 clusters Score -2187269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -2187270.250000 Penalty: 5030.857910
	Iteration 96Q: 3 clusters Score -2187270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -2187273.250000 Penalty: 5030.857910
	Iteration 97Q: 3 clusters Score -2187273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -2187283.250000 Penalty: 5030.857910
	Iteration 98Q: 3 clusters Score -2187283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -2187288.750000 Penalty: 5030.857910
	Iteration 99Q: 3 clusters Score -2187289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -2187289.000000 Penalty: 5030.857910
	Iteration 100F: 3 clusters Score -2187289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -2187298.750000 Penalty: 5030.857910
	Iteration 101Q: 3 clusters Score -2187299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -2187302.750000 Penalty: 5030.857910
	Iteration 102Q: 3 clusters Score -2187303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -2187306.750000 Penalty: 5030.857910
	Iteration 103Q: 3 clusters Score -2187307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -2187316.750000 Penalty: 5030.857910
	Iteration 104Q: 3 clusters Score -2187317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -2187317.250000 Penalty: 5030.857910
	Iteration 105Q: 3 clusters Score -2187317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -2187324.250000 Penalty: 5030.857910
	Iteration 106Q: 3 clusters Score -2187324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -2187326.750000 Penalty: 5030.857910
	Iteration 107Q: 3 clusters Score -2187327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -2187329.000000 Penalty: 5030.857910
	Iteration 108Q: 3 clusters Score -2187329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -2187335.000000 Penalty: 5030.857910
	Iteration 109Q: 3 clusters Score -2187335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -2187336.500000 Penalty: 5030.857910
	Iteration 110Q: 3 clusters Score -2187336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -2187339.750000 Penalty: 5030.857910
	Iteration 111Q: 3 clusters Score -2187340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -2187340.500000 Penalty: 5030.857910
	Iteration 112Q: 3 clusters Score -2187340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -2187346.750000 Penalty: 5030.857910
	Iteration 113Q: 3 clusters Score -2187347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -2187345.750000 Penalty: 5030.857910
	Iteration 114Q: 3 clusters Score -2187346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -2187345.750000 Penalty: 5030.857910
	Iteration 115Q: 3 clusters Score -2187346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -2187349.750000 Penalty: 5030.857910
	Iteration 116Q: 3 clusters Score -2187350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -2187349.250000 Penalty: 5030.857910
	Iteration 117Q: 3 clusters Score -2187349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -2187348.750000 Penalty: 5030.857910
	Iteration 118Q: 3 clusters Score -2187349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -2187348.750000 Penalty: 5030.857910
	Iteration 119F: 3 clusters Score -2187349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Entering Unmasked Estep 
Score: -1183969.875000 Penalty: 2392.883789
	Iteration 0F: 2 clusters Score -1183970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1172832.125000 Penalty: 4785.767578
	Iteration 0F: 3 clusters Score -1172832 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1176826.375000 Penalty: 4785.767578
	Iteration 1F: 3 clusters Score -1176826 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1177704.500000 Penalty: 4785.767578
	Iteration 2F: 3 clusters Score -1177704 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1178655.750000 Penalty: 4785.767578
	Iteration 3F: 3 clusters Score -1178656 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1179537.250000 Penalty: 4785.767578
	Iteration 4F: 3 clusters Score -1179537 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1180217.000000 Penalty: 4785.767578
	Iteration 5F: 3 clusters Score -1180217 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1180730.250000 Penalty: 4785.767578
	Iteration 6Q: 3 clusters Score -1180730 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1181084.875000 Penalty: 4785.767578
	Iteration 7Q: 3 clusters Score -1181085 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1181388.250000 Penalty: 4785.767578
	Iteration 8Q: 3 clusters Score -1181388 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1181640.375000 Penalty: 4785.767578
	Iteration 9Q: 3 clusters Score -1181640 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1181853.250000 Penalty: 4785.767578
	Iteration 10Q: 3 clusters Score -1181853 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1182046.000000 Penalty: 4785.767578
	Iteration 11Q: 3 clusters Score -1182046 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1182184.750000 Penalty: 4785.767578
	Iteration 12Q: 3 clusters Score -1182185 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1182289.875000 Penalty: 4785.767578
	Iteration 13Q: 3 clusters Score -1182290 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1182383.250000 Penalty: 4785.767578
	Iteration 14Q: 3 clusters Score -1182383 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1182461.000000 Penalty: 4785.767578
	Iteration 15Q: 3 clusters Score -1182461 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1182531.375000 Penalty: 4785.767578
	Iteration 16Q: 3 clusters Score -1182531 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1182597.750000 Penalty: 4785.767578
	Iteration 17Q: 3 clusters Score -1182598 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1182639.125000 Penalty: 4785.767578
	Iteration 18Q: 3 clusters Score -1182639 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1182676.750000 Penalty: 4785.767578
	Iteration 19Q: 3 clusters Score -1182677 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1182701.500000 Penalty: 4785.767578
	Iteration 20F: 3 clusters Score -1182702 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1182728.750000 Penalty: 4785.767578
	Iteration 21Q: 3 clusters Score -1182729 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1182747.500000 Penalty: 4785.767578
	Iteration 22Q: 3 clusters Score -1182748 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1182762.500000 Penalty: 4785.767578
	Iteration 23Q: 3 clusters Score -1182762 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1182776.875000 Penalty: 4785.767578
	Iteration 24Q: 3 clusters Score -1182777 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1182791.500000 Penalty: 4785.767578
	Iteration 25Q: 3 clusters Score -1182792 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1182802.250000 Penalty: 4785.767578
	Iteration 26Q: 3 clusters Score -1182802 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1182811.125000 Penalty: 4785.767578
	Iteration 27Q: 3 clusters Score -1182811 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1182818.875000 Penalty: 4785.767578
	Iteration 28Q: 3 clusters Score -1182819 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1182817.250000 Penalty: 4785.767578
	Iteration 29Q: 3 clusters Score -1182817 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1182823.000000 Penalty: 4785.767578
	Iteration 30Q: 3 clusters Score -1182823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1182828.250000 Penalty: 4785.767578
	Iteration 31Q: 3 clusters Score -1182828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1182830.125000 Penalty: 4785.767578
	Iteration 32Q: 3 clusters Score -1182830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1182831.875000 Penalty: 4785.767578
	Iteration 33Q: 3 clusters Score -1182832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1182831.625000 Penalty: 4785.767578
	Iteration 34Q: 3 clusters Score -1182832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1182831.625000 Penalty: 4785.767578
	Iteration 35Q: 3 clusters Score -1182832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1182831.250000 Penalty: 4785.767578
	Iteration 36Q: 3 clusters Score -1182831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1182834.375000 Penalty: 4785.767578
	Iteration 37Q: 3 clusters Score -1182834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1182835.750000 Penalty: 4785.767578
	Iteration 38Q: 3 clusters Score -1182836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1182837.625000 Penalty: 4785.767578
	Iteration 39Q: 3 clusters Score -1182838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1182835.375000 Penalty: 4785.767578
	Iteration 40F: 3 clusters Score -1182835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1182837.125000 Penalty: 4785.767578
	Iteration 41Q: 3 clusters Score -1182837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1182839.500000 Penalty: 4785.767578
	Iteration 42Q: 3 clusters Score -1182840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1182838.500000 Penalty: 4785.767578
	Iteration 43Q: 3 clusters Score -1182838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1182840.000000 Penalty: 4785.767578
	Iteration 44Q: 3 clusters Score -1182840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1182838.375000 Penalty: 4785.767578
	Iteration 45Q: 3 clusters Score -1182838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1182835.250000 Penalty: 4785.767578
	Iteration 46Q: 3 clusters Score -1182835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1182834.875000 Penalty: 4785.767578
	Iteration 47Q: 3 clusters Score -1182835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1182835.625000 Penalty: 4785.767578
	Iteration 48Q: 3 clusters Score -1182836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1182837.500000 Penalty: 4785.767578
	Iteration 49Q: 3 clusters Score -1182838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1182839.500000 Penalty: 4785.767578
	Iteration 50Q: 3 clusters Score -1182840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1182844.250000 Penalty: 4785.767578
	Iteration 51Q: 3 clusters Score -1182844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1182846.875000 Penalty: 4785.767578
	Iteration 52Q: 3 clusters Score -1182847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1182845.750000 Penalty: 4785.767578
	Iteration 53Q: 3 clusters Score -1182846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1182853.000000 Penalty: 4785.767578
	Iteration 54Q: 3 clusters Score -1182853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1182853.125000 Penalty: 4785.767578
	Iteration 55Q: 3 clusters Score -1182853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1182850.750000 Penalty: 4785.767578
	Iteration 56Q: 3 clusters Score -1182851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1182851.500000 Penalty: 4785.767578
	Iteration 57Q: 3 clusters Score -1182852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1182853.500000 Penalty: 4785.767578
	Iteration 58Q: 3 clusters Score -1182854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1182852.125000 Penalty: 4785.767578
	Iteration 59Q: 3 clusters Score -1182852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1182855.625000 Penalty: 4785.767578
	Iteration 60F: 3 clusters Score -1182856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1182856.750000 Penalty: 4785.767578
	Iteration 61Q: 3 clusters Score -1182857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1182855.625000 Penalty: 4785.767578
	Iteration 62Q: 3 clusters Score -1182856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1182856.125000 Penalty: 4785.767578
	Iteration 63Q: 3 clusters Score -1182856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1182857.000000 Penalty: 4785.767578
	Iteration 64Q: 3 clusters Score -1182857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1182855.875000 Penalty: 4785.767578
	Iteration 65Q: 3 clusters Score -1182856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1182855.000000 Penalty: 4785.767578
	Iteration 66Q: 3 clusters Score -1182855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1182856.000000 Penalty: 4785.767578
	Iteration 67Q: 3 clusters Score -1182856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1182856.125000 Penalty: 4785.767578
	Iteration 68Q: 3 clusters Score -1182856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1182861.125000 Penalty: 4785.767578
	Iteration 69Q: 3 clusters Score -1182861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1182861.375000 Penalty: 4785.767578
	Iteration 70Q: 3 clusters Score -1182861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1182860.625000 Penalty: 4785.767578
	Iteration 71Q: 3 clusters Score -1182861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1182861.375000 Penalty: 4785.767578
	Iteration 72Q: 3 clusters Score -1182861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1182861.375000 Penalty: 4785.767578
	Iteration 73F: 3 clusters Score -1182861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -31366.855469 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -31366.86 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 171 members 
Entering Unmasked Estep 
Score: -30055.208984 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -30055.21 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -30217.742188 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -30217.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30272.167969 Penalty: 2912.570557
	Iteration 2Q: 3 clusters Score -30272.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30301.732422 Penalty: 2912.570557
	Iteration 3Q: 3 clusters Score -30301.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30316.720703 Penalty: 2912.570557
	Iteration 4Q: 3 clusters Score -30316.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30325.953125 Penalty: 2912.570557
	Iteration 5Q: 3 clusters Score -30325.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -30334.373047 Penalty: 2912.570557
	Iteration 6Q: 3 clusters Score -30334.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30340.080078 Penalty: 2912.570557
	Iteration 7Q: 3 clusters Score -30340.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30361.333984 Penalty: 2912.570557
	Iteration 8Q: 3 clusters Score -30361.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30368.810547 Penalty: 2912.570557
	Iteration 9Q: 3 clusters Score -30368.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30383.009766 Penalty: 2912.570557
	Iteration 10Q: 3 clusters Score -30383.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30400.109375 Penalty: 2912.570557
	Iteration 11Q: 3 clusters Score -30400.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -30408.474609 Penalty: 2912.570557
	Iteration 12Q: 3 clusters Score -30408.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30418.417969 Penalty: 2912.570557
	Iteration 13Q: 3 clusters Score -30418.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30426.185547 Penalty: 2912.570557
	Iteration 14Q: 3 clusters Score -30426.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30439.292969 Penalty: 2912.570557
	Iteration 15Q: 3 clusters Score -30439.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30442.025391 Penalty: 2912.570557
	Iteration 16Q: 3 clusters Score -30442.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30442.025391 Penalty: 2912.570557
	Iteration 17F: 3 clusters Score -30442.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -46276.632812 Penalty: 1558.002075
	Iteration 0F: 2 clusters Score -46276.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -44771.503906 Penalty: 3116.004150
	Iteration 0F: 3 clusters Score -44771.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45054.574219 Penalty: 3116.004150
	Iteration 1F: 3 clusters Score -45054.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -45164.386719 Penalty: 3116.004150
	Iteration 2F: 3 clusters Score -45164.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -45219.917969 Penalty: 3116.004150
	Iteration 3Q: 3 clusters Score -45219.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -45237.960938 Penalty: 3116.004150
	Iteration 4Q: 3 clusters Score -45237.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -45251.269531 Penalty: 3116.004150
	Iteration 5Q: 3 clusters Score -45251.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -45263.179688 Penalty: 3116.004150
	Iteration 6Q: 3 clusters Score -45263.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -45283.796875 Penalty: 3116.004150
	Iteration 7Q: 3 clusters Score -45283.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -45289.238281 Penalty: 3116.004150
	Iteration 8Q: 3 clusters Score -45289.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -45289.238281 Penalty: 3116.004150
	Iteration 9F: 3 clusters Score -45289.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Entering Unmasked Estep 
Score: -1022902.125000 Penalty: 2273.316162
	Iteration 0F: 2 clusters Score -1022902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1015478.187500 Penalty: 4546.632324
	Iteration 0F: 3 clusters Score -1015478 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1017651.375000 Penalty: 4546.632324
	Iteration 1F: 3 clusters Score -1017651 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1018118.562500 Penalty: 4546.632324
	Iteration 2F: 3 clusters Score -1018119 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1018593.562500 Penalty: 4546.632324
	Iteration 3F: 3 clusters Score -1018594 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1019045.812500 Penalty: 4546.632324
	Iteration 4F: 3 clusters Score -1019046 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1019417.312500 Penalty: 4546.632324
	Iteration 5F: 3 clusters Score -1019417 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1019718.625000 Penalty: 4546.632324
	Iteration 6F: 3 clusters Score -1019719 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1019990.625000 Penalty: 4546.632324
	Iteration 7Q: 3 clusters Score -1019991 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1020235.750000 Penalty: 4546.632324
	Iteration 8Q: 3 clusters Score -1020236 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1020488.312500 Penalty: 4546.632324
	Iteration 9Q: 3 clusters Score -1020488 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1020698.187500 Penalty: 4546.632324
	Iteration 10Q: 3 clusters Score -1020698 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1020875.625000 Penalty: 4546.632324
	Iteration 11Q: 3 clusters Score -1020876 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1021026.562500 Penalty: 4546.632324
	Iteration 12Q: 3 clusters Score -1021027 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1021144.687500 Penalty: 4546.632324
	Iteration 13Q: 3 clusters Score -1021145 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1021260.187500 Penalty: 4546.632324
	Iteration 14Q: 3 clusters Score -1021260 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1021341.125000 Penalty: 4546.632324
	Iteration 15Q: 3 clusters Score -1021341 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1021409.562500 Penalty: 4546.632324
	Iteration 16Q: 3 clusters Score -1021410 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1021461.687500 Penalty: 4546.632324
	Iteration 17Q: 3 clusters Score -1021462 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1021500.500000 Penalty: 4546.632324
	Iteration 18Q: 3 clusters Score -1021500 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1021540.125000 Penalty: 4546.632324
	Iteration 19Q: 3 clusters Score -1021540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1021584.937500 Penalty: 4546.632324
	Iteration 20F: 3 clusters Score -1021585 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1021612.187500 Penalty: 4546.632324
	Iteration 21Q: 3 clusters Score -1021612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1021622.187500 Penalty: 4546.632324
	Iteration 22Q: 3 clusters Score -1021622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1021627.937500 Penalty: 4546.632324
	Iteration 23Q: 3 clusters Score -1021628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1021642.375000 Penalty: 4546.632324
	Iteration 24Q: 3 clusters Score -1021642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1021647.125000 Penalty: 4546.632324
	Iteration 25Q: 3 clusters Score -1021647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1021647.625000 Penalty: 4546.632324
	Iteration 26Q: 3 clusters Score -1021648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1021652.125000 Penalty: 4546.632324
	Iteration 27Q: 3 clusters Score -1021652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1021651.625000 Penalty: 4546.632324
	Iteration 28Q: 3 clusters Score -1021652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1021650.562500 Penalty: 4546.632324
	Iteration 29Q: 3 clusters Score -1021651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1021652.750000 Penalty: 4546.632324
	Iteration 30Q: 3 clusters Score -1021653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1021656.250000 Penalty: 4546.632324
	Iteration 31Q: 3 clusters Score -1021656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1021655.187500 Penalty: 4546.632324
	Iteration 32Q: 3 clusters Score -1021655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1021656.125000 Penalty: 4546.632324
	Iteration 33Q: 3 clusters Score -1021656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1021661.812500 Penalty: 4546.632324
	Iteration 34Q: 3 clusters Score -1021662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1021662.000000 Penalty: 4546.632324
	Iteration 35Q: 3 clusters Score -1021662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1021661.187500 Penalty: 4546.632324
	Iteration 36Q: 3 clusters Score -1021661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1021661.187500 Penalty: 4546.632324
	Iteration 37F: 3 clusters Score -1021661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Entering Unmasked Estep 
Score: -1547480.750000 Penalty: 2368.705322
	Iteration 0F: 2 clusters Score -1547481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1537203.125000 Penalty: 4737.410645
	Iteration 0F: 3 clusters Score -1537203 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1540425.750000 Penalty: 4737.410645
	Iteration 1F: 3 clusters Score -1540426 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1540811.375000 Penalty: 4737.410645
	Iteration 2F: 3 clusters Score -1540811 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1541125.625000 Penalty: 4737.410645
	Iteration 3F: 3 clusters Score -1541126 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1541410.250000 Penalty: 4737.410645
	Iteration 4Q: 3 clusters Score -1541410 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1541661.500000 Penalty: 4737.410645
	Iteration 5Q: 3 clusters Score -1541662 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1541897.250000 Penalty: 4737.410645
	Iteration 6Q: 3 clusters Score -1541897 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1542167.625000 Penalty: 4737.410645
	Iteration 7Q: 3 clusters Score -1542168 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1542492.625000 Penalty: 4737.410645
	Iteration 8Q: 3 clusters Score -1542493 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1542845.875000 Penalty: 4737.410645
	Iteration 9Q: 3 clusters Score -1542846 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1543199.375000 Penalty: 4737.410645
	Iteration 10Q: 3 clusters Score -1543199 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1543536.750000 Penalty: 4737.410645
	Iteration 11Q: 3 clusters Score -1543537 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1543893.375000 Penalty: 4737.410645
	Iteration 12Q: 3 clusters Score -1543893 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1544195.125000 Penalty: 4737.410645
	Iteration 13Q: 3 clusters Score -1544195 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1544453.000000 Penalty: 4737.410645
	Iteration 14Q: 3 clusters Score -1544453 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1544673.250000 Penalty: 4737.410645
	Iteration 15Q: 3 clusters Score -1544673 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1544836.875000 Penalty: 4737.410645
	Iteration 16Q: 3 clusters Score -1544837 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1544969.875000 Penalty: 4737.410645
	Iteration 17Q: 3 clusters Score -1544970 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1545077.500000 Penalty: 4737.410645
	Iteration 18Q: 3 clusters Score -1545078 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1545174.375000 Penalty: 4737.410645
	Iteration 19Q: 3 clusters Score -1545174 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1545236.625000 Penalty: 4737.410645
	Iteration 20F: 3 clusters Score -1545237 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1545297.000000 Penalty: 4737.410645
	Iteration 21Q: 3 clusters Score -1545297 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1545357.000000 Penalty: 4737.410645
	Iteration 22Q: 3 clusters Score -1545357 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1545400.000000 Penalty: 4737.410645
	Iteration 23Q: 3 clusters Score -1545400 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1545438.250000 Penalty: 4737.410645
	Iteration 24Q: 3 clusters Score -1545438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1545457.375000 Penalty: 4737.410645
	Iteration 25Q: 3 clusters Score -1545457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1545469.875000 Penalty: 4737.410645
	Iteration 26Q: 3 clusters Score -1545470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1545477.625000 Penalty: 4737.410645
	Iteration 27Q: 3 clusters Score -1545478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1545482.500000 Penalty: 4737.410645
	Iteration 28Q: 3 clusters Score -1545482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1545488.500000 Penalty: 4737.410645
	Iteration 29Q: 3 clusters Score -1545488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1545490.500000 Penalty: 4737.410645
	Iteration 30Q: 3 clusters Score -1545490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1545499.750000 Penalty: 4737.410645
	Iteration 31Q: 3 clusters Score -1545500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1545506.750000 Penalty: 4737.410645
	Iteration 32Q: 3 clusters Score -1545507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1545518.125000 Penalty: 4737.410645
	Iteration 33Q: 3 clusters Score -1545518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1545525.125000 Penalty: 4737.410645
	Iteration 34Q: 3 clusters Score -1545525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1545524.625000 Penalty: 4737.410645
	Iteration 35Q: 3 clusters Score -1545525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1545526.000000 Penalty: 4737.410645
	Iteration 36Q: 3 clusters Score -1545526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1545525.875000 Penalty: 4737.410645
	Iteration 37Q: 3 clusters Score -1545526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1545526.750000 Penalty: 4737.410645
	Iteration 38Q: 3 clusters Score -1545527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1545525.625000 Penalty: 4737.410645
	Iteration 39Q: 3 clusters Score -1545526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1545527.625000 Penalty: 4737.410645
	Iteration 40F: 3 clusters Score -1545528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1545529.000000 Penalty: 4737.410645
	Iteration 41Q: 3 clusters Score -1545529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1545532.250000 Penalty: 4737.410645
	Iteration 42Q: 3 clusters Score -1545532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1545534.500000 Penalty: 4737.410645
	Iteration 43Q: 3 clusters Score -1545534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1545537.500000 Penalty: 4737.410645
	Iteration 44Q: 3 clusters Score -1545538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1545537.500000 Penalty: 4737.410645
	Iteration 45F: 3 clusters Score -1545538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -546875.437500 Penalty: 2141.165283
	Iteration 0F: 2 clusters Score -546875.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -542115.062500 Penalty: 4282.330566
	Iteration 0F: 3 clusters Score -542115.1 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -543607.812500 Penalty: 4282.330566
	Iteration 1F: 3 clusters Score -543607.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -544267.937500 Penalty: 4282.330566
	Iteration 2F: 3 clusters Score -544267.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -544883.375000 Penalty: 4282.330566
	Iteration 3F: 3 clusters Score -544883.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -545394.000000 Penalty: 4282.330566
	Iteration 4F: 3 clusters Score -545394 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -545886.312500 Penalty: 4282.330566
	Iteration 5F: 3 clusters Score -545886.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -546246.500000 Penalty: 4282.330566
	Iteration 6F: 3 clusters Score -546246.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -546472.062500 Penalty: 4282.330566
	Iteration 7Q: 3 clusters Score -546472.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -546599.250000 Penalty: 4282.330566
	Iteration 8Q: 3 clusters Score -546599.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -546667.875000 Penalty: 4282.330566
	Iteration 9Q: 3 clusters Score -546667.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -546701.000000 Penalty: 4282.330566
	Iteration 10Q: 3 clusters Score -546701 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -546714.000000 Penalty: 4282.330566
	Iteration 11Q: 3 clusters Score -546714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -546721.187500 Penalty: 4282.330566
	Iteration 12Q: 3 clusters Score -546721.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -546725.875000 Penalty: 4282.330566
	Iteration 13Q: 3 clusters Score -546725.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -546730.062500 Penalty: 4282.330566
	Iteration 14Q: 3 clusters Score -546730.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -546731.375000 Penalty: 4282.330566
	Iteration 15Q: 3 clusters Score -546731.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -546730.937500 Penalty: 4282.330566
	Iteration 16Q: 3 clusters Score -546730.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -546730.937500 Penalty: 4282.330566
	Iteration 17F: 3 clusters Score -546730.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (17897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Entering Unmasked Estep 
Score: -1714558.375000 Penalty: 2428.512207
	Iteration 0F: 2 clusters Score -1714558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1701930.375000 Penalty: 4857.024414
	Iteration 0F: 3 clusters Score -1701930 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1706278.875000 Penalty: 4857.024414
	Iteration 1F: 3 clusters Score -1706279 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1706947.375000 Penalty: 4857.024414
	Iteration 2F: 3 clusters Score -1706947 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1707645.375000 Penalty: 4857.024414
	Iteration 3F: 3 clusters Score -1707645 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1708283.375000 Penalty: 4857.024414
	Iteration 4F: 3 clusters Score -1708283 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1708868.375000 Penalty: 4857.024414
	Iteration 5F: 3 clusters Score -1708868 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1709401.125000 Penalty: 4857.024414
	Iteration 6F: 3 clusters Score -1709401 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1709921.750000 Penalty: 4857.024414
	Iteration 7Q: 3 clusters Score -1709922 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1710424.625000 Penalty: 4857.024414
	Iteration 8Q: 3 clusters Score -1710425 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1710834.375000 Penalty: 4857.024414
	Iteration 9Q: 3 clusters Score -1710834 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1711128.750000 Penalty: 4857.024414
	Iteration 10Q: 3 clusters Score -1711129 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1711378.250000 Penalty: 4857.024414
	Iteration 11Q: 3 clusters Score -1711378 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1711555.625000 Penalty: 4857.024414
	Iteration 12Q: 3 clusters Score -1711556 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1711659.375000 Penalty: 4857.024414
	Iteration 13Q: 3 clusters Score -1711659 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1711762.000000 Penalty: 4857.024414
	Iteration 14Q: 3 clusters Score -1711762 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1711825.750000 Penalty: 4857.024414
	Iteration 15Q: 3 clusters Score -1711826 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1711879.625000 Penalty: 4857.024414
	Iteration 16Q: 3 clusters Score -1711880 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1711932.500000 Penalty: 4857.024414
	Iteration 17Q: 3 clusters Score -1711932 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1711982.625000 Penalty: 4857.024414
	Iteration 18Q: 3 clusters Score -1711983 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1712031.750000 Penalty: 4857.024414
	Iteration 19Q: 3 clusters Score -1712032 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1712058.875000 Penalty: 4857.024414
	Iteration 20F: 3 clusters Score -1712059 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1712083.875000 Penalty: 4857.024414
	Iteration 21Q: 3 clusters Score -1712084 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1712113.125000 Penalty: 4857.024414
	Iteration 22Q: 3 clusters Score -1712113 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1712132.875000 Penalty: 4857.024414
	Iteration 23Q: 3 clusters Score -1712133 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1712156.250000 Penalty: 4857.024414
	Iteration 24Q: 3 clusters Score -1712156 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1712182.875000 Penalty: 4857.024414
	Iteration 25Q: 3 clusters Score -1712183 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -1712218.125000 Penalty: 4857.024414
	Iteration 26Q: 3 clusters Score -1712218 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1712238.750000 Penalty: 4857.024414
	Iteration 27Q: 3 clusters Score -1712239 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1712263.875000 Penalty: 4857.024414
	Iteration 28Q: 3 clusters Score -1712264 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1712290.125000 Penalty: 4857.024414
	Iteration 29Q: 3 clusters Score -1712290 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1712319.625000 Penalty: 4857.024414
	Iteration 30Q: 3 clusters Score -1712320 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -1712341.000000 Penalty: 4857.024414
	Iteration 31Q: 3 clusters Score -1712341 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -1712357.500000 Penalty: 4857.024414
	Iteration 32Q: 3 clusters Score -1712358 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -1712378.500000 Penalty: 4857.024414
	Iteration 33Q: 3 clusters Score -1712378 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1712402.375000 Penalty: 4857.024414
	Iteration 34Q: 3 clusters Score -1712402 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -1712415.000000 Penalty: 4857.024414
	Iteration 35Q: 3 clusters Score -1712415 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -1712428.625000 Penalty: 4857.024414
	Iteration 36Q: 3 clusters Score -1712429 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -1712451.750000 Penalty: 4857.024414
	Iteration 37Q: 3 clusters Score -1712452 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -1712469.750000 Penalty: 4857.024414
	Iteration 38Q: 3 clusters Score -1712470 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -1712484.750000 Penalty: 4857.024414
	Iteration 39Q: 3 clusters Score -1712485 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -1712506.000000 Penalty: 4857.024414
	Iteration 40F: 3 clusters Score -1712506 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -1712515.375000 Penalty: 4857.024414
	Iteration 41Q: 3 clusters Score -1712515 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -1712524.500000 Penalty: 4857.024414
	Iteration 42Q: 3 clusters Score -1712524 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -1712543.250000 Penalty: 4857.024414
	Iteration 43Q: 3 clusters Score -1712543 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -1712555.250000 Penalty: 4857.024414
	Iteration 44Q: 3 clusters Score -1712555 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -1712565.375000 Penalty: 4857.024414
	Iteration 45Q: 3 clusters Score -1712565 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -1712575.000000 Penalty: 4857.024414
	Iteration 46Q: 3 clusters Score -1712575 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -1712585.375000 Penalty: 4857.024414
	Iteration 47Q: 3 clusters Score -1712585 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -1712597.375000 Penalty: 4857.024414
	Iteration 48Q: 3 clusters Score -1712597 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -1712606.250000 Penalty: 4857.024414
	Iteration 49Q: 3 clusters Score -1712606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -1712613.875000 Penalty: 4857.024414
	Iteration 50Q: 3 clusters Score -1712614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -1712622.250000 Penalty: 4857.024414
	Iteration 51Q: 3 clusters Score -1712622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -1712633.875000 Penalty: 4857.024414
	Iteration 52Q: 3 clusters Score -1712634 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -1712639.000000 Penalty: 4857.024414
	Iteration 53Q: 3 clusters Score -1712639 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -1712652.000000 Penalty: 4857.024414
	Iteration 54Q: 3 clusters Score -1712652 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -1712660.000000 Penalty: 4857.024414
	Iteration 55Q: 3 clusters Score -1712660 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -1712675.375000 Penalty: 4857.024414
	Iteration 56Q: 3 clusters Score -1712675 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -1712686.000000 Penalty: 4857.024414
	Iteration 57Q: 3 clusters Score -1712686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -1712690.625000 Penalty: 4857.024414
	Iteration 58Q: 3 clusters Score -1712691 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -1712698.875000 Penalty: 4857.024414
	Iteration 59Q: 3 clusters Score -1712699 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -1712714.375000 Penalty: 4857.024414
	Iteration 60F: 3 clusters Score -1712714 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -1712722.000000 Penalty: 4857.024414
	Iteration 61Q: 3 clusters Score -1712722 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -1712733.500000 Penalty: 4857.024414
	Iteration 62Q: 3 clusters Score -1712734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -1712744.750000 Penalty: 4857.024414
	Iteration 63Q: 3 clusters Score -1712745 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -1712748.000000 Penalty: 4857.024414
	Iteration 64Q: 3 clusters Score -1712748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -1712754.000000 Penalty: 4857.024414
	Iteration 65Q: 3 clusters Score -1712754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -1712757.750000 Penalty: 4857.024414
	Iteration 66Q: 3 clusters Score -1712758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -1712759.875000 Penalty: 4857.024414
	Iteration 67Q: 3 clusters Score -1712760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -1712763.375000 Penalty: 4857.024414
	Iteration 68Q: 3 clusters Score -1712763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -1712768.875000 Penalty: 4857.024414
	Iteration 69Q: 3 clusters Score -1712769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -1712766.875000 Penalty: 4857.024414
	Iteration 70Q: 3 clusters Score -1712767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -1712768.500000 Penalty: 4857.024414
	Iteration 71Q: 3 clusters Score -1712768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -1712768.875000 Penalty: 4857.024414
	Iteration 72Q: 3 clusters Score -1712769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -1712770.500000 Penalty: 4857.024414
	Iteration 73Q: 3 clusters Score -1712770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -1712775.750000 Penalty: 4857.024414
	Iteration 74Q: 3 clusters Score -1712776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -1712779.000000 Penalty: 4857.024414
	Iteration 75Q: 3 clusters Score -1712779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -1712779.750000 Penalty: 4857.024414
	Iteration 76Q: 3 clusters Score -1712780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -1712781.250000 Penalty: 4857.024414
	Iteration 77Q: 3 clusters Score -1712781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -1712781.625000 Penalty: 4857.024414
	Iteration 78Q: 3 clusters Score -1712782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -1712782.625000 Penalty: 4857.024414
	Iteration 79Q: 3 clusters Score -1712783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -1712782.625000 Penalty: 4857.024414
	Iteration 80F: 3 clusters Score -1712783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Entering Unmasked Estep 
Score: -1840739.000000 Penalty: 2418.574219
	Iteration 0F: 2 clusters Score -1840739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1828509.375000 Penalty: 4837.148438
	Iteration 0F: 3 clusters Score -1828509 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1832572.500000 Penalty: 4837.148438
	Iteration 1F: 3 clusters Score -1832572 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1833003.500000 Penalty: 4837.148438
	Iteration 2F: 3 clusters Score -1833004 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1833389.250000 Penalty: 4837.148438
	Iteration 3F: 3 clusters Score -1833389 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1833753.500000 Penalty: 4837.148438
	Iteration 4Q: 3 clusters Score -1833754 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1834185.625000 Penalty: 4837.148438
	Iteration 5Q: 3 clusters Score -1834186 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1834685.125000 Penalty: 4837.148438
	Iteration 6Q: 3 clusters Score -1834685 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1835299.750000 Penalty: 4837.148438
	Iteration 7F: 3 clusters Score -1835300 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1836079.625000 Penalty: 4837.148438
	Iteration 8F: 3 clusters Score -1836080 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1836952.500000 Penalty: 4837.148438
	Iteration 9F: 3 clusters Score -1836952 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1837736.500000 Penalty: 4837.148438
	Iteration 10F: 3 clusters Score -1837736 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1838297.750000 Penalty: 4837.148438
	Iteration 11Q: 3 clusters Score -1838298 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1838654.875000 Penalty: 4837.148438
	Iteration 12Q: 3 clusters Score -1838655 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1838852.875000 Penalty: 4837.148438
	Iteration 13Q: 3 clusters Score -1838853 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1838989.500000 Penalty: 4837.148438
	Iteration 14Q: 3 clusters Score -1838990 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1839085.625000 Penalty: 4837.148438
	Iteration 15Q: 3 clusters Score -1839086 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1839149.500000 Penalty: 4837.148438
	Iteration 16Q: 3 clusters Score -1839150 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1839193.125000 Penalty: 4837.148438
	Iteration 17Q: 3 clusters Score -1839193 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1839225.750000 Penalty: 4837.148438
	Iteration 18Q: 3 clusters Score -1839226 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1839259.125000 Penalty: 4837.148438
	Iteration 19Q: 3 clusters Score -1839259 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1839288.125000 Penalty: 4837.148438
	Iteration 20F: 3 clusters Score -1839288 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1839297.750000 Penalty: 4837.148438
	Iteration 21Q: 3 clusters Score -1839298 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1839315.250000 Penalty: 4837.148438
	Iteration 22Q: 3 clusters Score -1839315 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1839332.125000 Penalty: 4837.148438
	Iteration 23Q: 3 clusters Score -1839332 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1839353.000000 Penalty: 4837.148438
	Iteration 24Q: 3 clusters Score -1839353 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1839367.875000 Penalty: 4837.148438
	Iteration 25Q: 3 clusters Score -1839368 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1839390.250000 Penalty: 4837.148438
	Iteration 26Q: 3 clusters Score -1839390 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1839404.125000 Penalty: 4837.148438
	Iteration 27Q: 3 clusters Score -1839404 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1839414.500000 Penalty: 4837.148438
	Iteration 28Q: 3 clusters Score -1839414 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1839420.625000 Penalty: 4837.148438
	Iteration 29Q: 3 clusters Score -1839421 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1839431.625000 Penalty: 4837.148438
	Iteration 30Q: 3 clusters Score -1839432 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1839437.125000 Penalty: 4837.148438
	Iteration 31Q: 3 clusters Score -1839437 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1839444.625000 Penalty: 4837.148438
	Iteration 32Q: 3 clusters Score -1839445 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1839446.750000 Penalty: 4837.148438
	Iteration 33Q: 3 clusters Score -1839447 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1839444.750000 Penalty: 4837.148438
	Iteration 34Q: 3 clusters Score -1839445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1839440.125000 Penalty: 4837.148438
	Iteration 35Q: 3 clusters Score -1839440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1839446.875000 Penalty: 4837.148438
	Iteration 36Q: 3 clusters Score -1839447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1839445.875000 Penalty: 4837.148438
	Iteration 37Q: 3 clusters Score -1839446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1839448.750000 Penalty: 4837.148438
	Iteration 38Q: 3 clusters Score -1839449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1839447.500000 Penalty: 4837.148438
	Iteration 39Q: 3 clusters Score -1839448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1839448.875000 Penalty: 4837.148438
	Iteration 40F: 3 clusters Score -1839449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1839450.250000 Penalty: 4837.148438
	Iteration 41Q: 3 clusters Score -1839450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1839453.125000 Penalty: 4837.148438
	Iteration 42Q: 3 clusters Score -1839453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1839451.000000 Penalty: 4837.148438
	Iteration 43Q: 3 clusters Score -1839451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1839450.750000 Penalty: 4837.148438
	Iteration 44Q: 3 clusters Score -1839451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1839449.625000 Penalty: 4837.148438
	Iteration 45Q: 3 clusters Score -1839450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1839450.875000 Penalty: 4837.148438
	Iteration 46Q: 3 clusters Score -1839451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1839452.000000 Penalty: 4837.148438
	Iteration 47Q: 3 clusters Score -1839452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1839449.125000 Penalty: 4837.148438
	Iteration 48Q: 3 clusters Score -1839449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1839451.875000 Penalty: 4837.148438
	Iteration 49Q: 3 clusters Score -1839452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1839450.750000 Penalty: 4837.148438
	Iteration 50Q: 3 clusters Score -1839451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1839451.125000 Penalty: 4837.148438
	Iteration 51Q: 3 clusters Score -1839451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1839451.125000 Penalty: 4837.148438
	Iteration 52F: 3 clusters Score -1839451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Entering Unmasked Estep 
Score: -1078222.000000 Penalty: 2299.339355
	Iteration 0F: 2 clusters Score -1078222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1070138.375000 Penalty: 4598.678711
	Iteration 0F: 3 clusters Score -1070138 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1072509.500000 Penalty: 4598.678711
	Iteration 1F: 3 clusters Score -1072510 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1072883.500000 Penalty: 4598.678711
	Iteration 2F: 3 clusters Score -1072884 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1073225.000000 Penalty: 4598.678711
	Iteration 3F: 3 clusters Score -1073225 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1073551.125000 Penalty: 4598.678711
	Iteration 4F: 3 clusters Score -1073551 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1073853.875000 Penalty: 4598.678711
	Iteration 5Q: 3 clusters Score -1073854 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1074158.750000 Penalty: 4598.678711
	Iteration 6Q: 3 clusters Score -1074159 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1074424.875000 Penalty: 4598.678711
	Iteration 7Q: 3 clusters Score -1074425 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1074670.625000 Penalty: 4598.678711
	Iteration 8Q: 3 clusters Score -1074671 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1074847.625000 Penalty: 4598.678711
	Iteration 9Q: 3 clusters Score -1074848 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1074981.250000 Penalty: 4598.678711
	Iteration 10Q: 3 clusters Score -1074981 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1075093.125000 Penalty: 4598.678711
	Iteration 11Q: 3 clusters Score -1075093 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1075182.375000 Penalty: 4598.678711
	Iteration 12Q: 3 clusters Score -1075182 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1075247.875000 Penalty: 4598.678711
	Iteration 13Q: 3 clusters Score -1075248 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1075300.625000 Penalty: 4598.678711
	Iteration 14Q: 3 clusters Score -1075301 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1075354.375000 Penalty: 4598.678711
	Iteration 15Q: 3 clusters Score -1075354 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1075397.500000 Penalty: 4598.678711
	Iteration 16Q: 3 clusters Score -1075398 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1075440.500000 Penalty: 4598.678711
	Iteration 17Q: 3 clusters Score -1075440 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1075466.750000 Penalty: 4598.678711
	Iteration 18Q: 3 clusters Score -1075467 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1075495.000000 Penalty: 4598.678711
	Iteration 19Q: 3 clusters Score -1075495 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1075523.500000 Penalty: 4598.678711
	Iteration 20F: 3 clusters Score -1075524 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1075550.125000 Penalty: 4598.678711
	Iteration 21Q: 3 clusters Score -1075550 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1075583.000000 Penalty: 4598.678711
	Iteration 22Q: 3 clusters Score -1075583 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1075623.750000 Penalty: 4598.678711
	Iteration 23Q: 3 clusters Score -1075624 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1075668.375000 Penalty: 4598.678711
	Iteration 24Q: 3 clusters Score -1075668 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1075721.875000 Penalty: 4598.678711
	Iteration 25Q: 3 clusters Score -1075722 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1075779.750000 Penalty: 4598.678711
	Iteration 26Q: 3 clusters Score -1075780 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1075836.375000 Penalty: 4598.678711
	Iteration 27Q: 3 clusters Score -1075836 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1075883.250000 Penalty: 4598.678711
	Iteration 28Q: 3 clusters Score -1075883 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1075951.375000 Penalty: 4598.678711
	Iteration 29Q: 3 clusters Score -1075951 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1076016.000000 Penalty: 4598.678711
	Iteration 30Q: 3 clusters Score -1076016 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1076071.500000 Penalty: 4598.678711
	Iteration 31Q: 3 clusters Score -1076072 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1076116.125000 Penalty: 4598.678711
	Iteration 32Q: 3 clusters Score -1076116 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1076151.125000 Penalty: 4598.678711
	Iteration 33Q: 3 clusters Score -1076151 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1076187.750000 Penalty: 4598.678711
	Iteration 34Q: 3 clusters Score -1076188 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1076239.375000 Penalty: 4598.678711
	Iteration 35Q: 3 clusters Score -1076239 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1076288.875000 Penalty: 4598.678711
	Iteration 36Q: 3 clusters Score -1076289 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1076331.750000 Penalty: 4598.678711
	Iteration 37Q: 3 clusters Score -1076332 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1076364.125000 Penalty: 4598.678711
	Iteration 38Q: 3 clusters Score -1076364 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1076389.875000 Penalty: 4598.678711
	Iteration 39Q: 3 clusters Score -1076390 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1076402.875000 Penalty: 4598.678711
	Iteration 40F: 3 clusters Score -1076403 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1076411.250000 Penalty: 4598.678711
	Iteration 41Q: 3 clusters Score -1076411 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1076419.875000 Penalty: 4598.678711
	Iteration 42Q: 3 clusters Score -1076420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1076425.000000 Penalty: 4598.678711
	Iteration 43Q: 3 clusters Score -1076425 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1076435.250000 Penalty: 4598.678711
	Iteration 44Q: 3 clusters Score -1076435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1076437.750000 Penalty: 4598.678711
	Iteration 45Q: 3 clusters Score -1076438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1076442.000000 Penalty: 4598.678711
	Iteration 46Q: 3 clusters Score -1076442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1076447.000000 Penalty: 4598.678711
	Iteration 47Q: 3 clusters Score -1076447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1076447.500000 Penalty: 4598.678711
	Iteration 48Q: 3 clusters Score -1076448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1076450.000000 Penalty: 4598.678711
	Iteration 49Q: 3 clusters Score -1076450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1076451.750000 Penalty: 4598.678711
	Iteration 50Q: 3 clusters Score -1076452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1076452.625000 Penalty: 4598.678711
	Iteration 51Q: 3 clusters Score -1076453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1076451.250000 Penalty: 4598.678711
	Iteration 52Q: 3 clusters Score -1076451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1076454.875000 Penalty: 4598.678711
	Iteration 53Q: 3 clusters Score -1076455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1076456.750000 Penalty: 4598.678711
	Iteration 54Q: 3 clusters Score -1076457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1076454.250000 Penalty: 4598.678711
	Iteration 55Q: 3 clusters Score -1076454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1076456.625000 Penalty: 4598.678711
	Iteration 56Q: 3 clusters Score -1076457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1076456.625000 Penalty: 4598.678711
	Iteration 57Q: 3 clusters Score -1076457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1076456.625000 Penalty: 4598.678711
	Iteration 58Q: 3 clusters Score -1076457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1076458.000000 Penalty: 4598.678711
	Iteration 59Q: 3 clusters Score -1076458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1076458.000000 Penalty: 4598.678711
	Iteration 60F: 3 clusters Score -1076458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Entering Unmasked Estep 
Score: -755630.375000 Penalty: 2192.571533
	Iteration 0F: 2 clusters Score -755630.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -749910.312500 Penalty: 4385.143066
	Iteration 0F: 3 clusters Score -749910.3 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -751382.687500 Penalty: 4385.143066
	Iteration 1F: 3 clusters Score -751382.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -751633.000000 Penalty: 4385.143066
	Iteration 2F: 3 clusters Score -751633 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -751792.312500 Penalty: 4385.143066
	Iteration 3F: 3 clusters Score -751792.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -751925.062500 Penalty: 4385.143066
	Iteration 4Q: 3 clusters Score -751925.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -752037.875000 Penalty: 4385.143066
	Iteration 5Q: 3 clusters Score -752037.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -752148.250000 Penalty: 4385.143066
	Iteration 6Q: 3 clusters Score -752148.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -752265.625000 Penalty: 4385.143066
	Iteration 7Q: 3 clusters Score -752265.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -752401.375000 Penalty: 4385.143066
	Iteration 8Q: 3 clusters Score -752401.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -752539.687500 Penalty: 4385.143066
	Iteration 9Q: 3 clusters Score -752539.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -752692.750000 Penalty: 4385.143066
	Iteration 10Q: 3 clusters Score -752692.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -752876.500000 Penalty: 4385.143066
	Iteration 11Q: 3 clusters Score -752876.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -753040.125000 Penalty: 4385.143066
	Iteration 12Q: 3 clusters Score -753040.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -753211.500000 Penalty: 4385.143066
	Iteration 13Q: 3 clusters Score -753211.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -753373.437500 Penalty: 4385.143066
	Iteration 14Q: 3 clusters Score -753373.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -753531.437500 Penalty: 4385.143066
	Iteration 15Q: 3 clusters Score -753531.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -753678.937500 Penalty: 4385.143066
	Iteration 16Q: 3 clusters Score -753678.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -753801.625000 Penalty: 4385.143066
	Iteration 17Q: 3 clusters Score -753801.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -753910.937500 Penalty: 4385.143066
	Iteration 18Q: 3 clusters Score -753910.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -754009.500000 Penalty: 4385.143066
	Iteration 19Q: 3 clusters Score -754009.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -754106.562500 Penalty: 4385.143066
	Iteration 20F: 3 clusters Score -754106.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -754204.687500 Penalty: 4385.143066
	Iteration 21Q: 3 clusters Score -754204.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -754306.062500 Penalty: 4385.143066
	Iteration 22Q: 3 clusters Score -754306.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -754429.625000 Penalty: 4385.143066
	Iteration 23Q: 3 clusters Score -754429.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -754624.187500 Penalty: 4385.143066
	Iteration 24Q: 3 clusters Score -754624.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -754760.000000 Penalty: 4385.143066
	Iteration 25Q: 3 clusters Score -754760 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -754846.375000 Penalty: 4385.143066
	Iteration 26Q: 3 clusters Score -754846.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -754905.875000 Penalty: 4385.143066
	Iteration 27Q: 3 clusters Score -754905.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -754934.187500 Penalty: 4385.143066
	Iteration 28Q: 3 clusters Score -754934.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -754951.437500 Penalty: 4385.143066
	Iteration 29Q: 3 clusters Score -754951.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -754965.562500 Penalty: 4385.143066
	Iteration 30Q: 3 clusters Score -754965.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -754972.812500 Penalty: 4385.143066
	Iteration 31Q: 3 clusters Score -754972.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -754975.125000 Penalty: 4385.143066
	Iteration 32Q: 3 clusters Score -754975.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -754979.312500 Penalty: 4385.143066
	Iteration 33Q: 3 clusters Score -754979.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -754980.062500 Penalty: 4385.143066
	Iteration 34Q: 3 clusters Score -754980.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -754981.875000 Penalty: 4385.143066
	Iteration 35Q: 3 clusters Score -754981.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -754982.250000 Penalty: 4385.143066
	Iteration 36Q: 3 clusters Score -754982.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -754983.375000 Penalty: 4385.143066
	Iteration 37Q: 3 clusters Score -754983.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -754983.875000 Penalty: 4385.143066
	Iteration 38Q: 3 clusters Score -754983.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -754983.187500 Penalty: 4385.143066
	Iteration 39Q: 3 clusters Score -754983.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -754984.750000 Penalty: 4385.143066
	Iteration 40F: 3 clusters Score -754984.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -500853.250000 Penalty: 2093.999512
	Iteration 0F: 2 clusters Score -500853.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -496541.187500 Penalty: 4187.999023
	Iteration 0F: 3 clusters Score -496541.2 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -497562.281250 Penalty: 4187.999023
	Iteration 1F: 3 clusters Score -497562.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -497954.093750 Penalty: 4187.999023
	Iteration 2F: 3 clusters Score -497954.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -498368.968750 Penalty: 4187.999023
	Iteration 3F: 3 clusters Score -498369 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -498745.718750 Penalty: 4187.999023
	Iteration 4F: 3 clusters Score -498745.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -499068.343750 Penalty: 4187.999023
	Iteration 5F: 3 clusters Score -499068.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -499308.781250 Penalty: 4187.999023
	Iteration 6F: 3 clusters Score -499308.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -499499.718750 Penalty: 4187.999023
	Iteration 7Q: 3 clusters Score -499499.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -499628.937500 Penalty: 4187.999023
	Iteration 8Q: 3 clusters Score -499628.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -499727.312500 Penalty: 4187.999023
	Iteration 9Q: 3 clusters Score -499727.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -499802.531250 Penalty: 4187.999023
	Iteration 10Q: 3 clusters Score -499802.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -499851.718750 Penalty: 4187.999023
	Iteration 11Q: 3 clusters Score -499851.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -499894.593750 Penalty: 4187.999023
	Iteration 12Q: 3 clusters Score -499894.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -499923.937500 Penalty: 4187.999023
	Iteration 13Q: 3 clusters Score -499923.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -499946.312500 Penalty: 4187.999023
	Iteration 14Q: 3 clusters Score -499946.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -499970.468750 Penalty: 4187.999023
	Iteration 15Q: 3 clusters Score -499970.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -499990.187500 Penalty: 4187.999023
	Iteration 16Q: 3 clusters Score -499990.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -500004.750000 Penalty: 4187.999023
	Iteration 17Q: 3 clusters Score -500004.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -500013.656250 Penalty: 4187.999023
	Iteration 18Q: 3 clusters Score -500013.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -500021.156250 Penalty: 4187.999023
	Iteration 19Q: 3 clusters Score -500021.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -500025.781250 Penalty: 4187.999023
	Iteration 20F: 3 clusters Score -500025.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -500026.593750 Penalty: 4187.999023
	Iteration 21Q: 3 clusters Score -500026.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -500028.812500 Penalty: 4187.999023
	Iteration 22Q: 3 clusters Score -500028.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -500031.062500 Penalty: 4187.999023
	Iteration 23Q: 3 clusters Score -500031.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -500032.312500 Penalty: 4187.999023
	Iteration 24Q: 3 clusters Score -500032.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -500033.562500 Penalty: 4187.999023
	Iteration 25Q: 3 clusters Score -500033.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -500034.218750 Penalty: 4187.999023
	Iteration 26Q: 3 clusters Score -500034.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -500035.843750 Penalty: 4187.999023
	Iteration 27Q: 3 clusters Score -500035.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -500035.843750 Penalty: 4187.999023
	Iteration 28Q: 3 clusters Score -500035.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -500036.093750 Penalty: 4187.999023
	Iteration 29Q: 3 clusters Score -500036.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -500036.343750 Penalty: 4187.999023
	Iteration 30Q: 3 clusters Score -500036.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -500036.343750 Penalty: 4187.999023
	Iteration 31F: 3 clusters Score -500036.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (12249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Entering Unmasked Estep 
Score: -1328824.250000 Penalty: 2334.473389
	Iteration 0F: 2 clusters Score -1328824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1319618.375000 Penalty: 4668.946777
	Iteration 0F: 3 clusters Score -1319618 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1322393.500000 Penalty: 4668.946777
	Iteration 1F: 3 clusters Score -1322394 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1322727.625000 Penalty: 4668.946777
	Iteration 2F: 3 clusters Score -1322728 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1322998.750000 Penalty: 4668.946777
	Iteration 3Q: 3 clusters Score -1322999 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1323219.750000 Penalty: 4668.946777
	Iteration 4Q: 3 clusters Score -1323220 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1323399.500000 Penalty: 4668.946777
	Iteration 5Q: 3 clusters Score -1323400 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1323570.000000 Penalty: 4668.946777
	Iteration 6Q: 3 clusters Score -1323570 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1323719.500000 Penalty: 4668.946777
	Iteration 7Q: 3 clusters Score -1323720 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1323848.875000 Penalty: 4668.946777
	Iteration 8Q: 3 clusters Score -1323849 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1323999.125000 Penalty: 4668.946777
	Iteration 9Q: 3 clusters Score -1323999 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1324161.625000 Penalty: 4668.946777
	Iteration 10Q: 3 clusters Score -1324162 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1324333.375000 Penalty: 4668.946777
	Iteration 11Q: 3 clusters Score -1324333 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1324528.000000 Penalty: 4668.946777
	Iteration 12Q: 3 clusters Score -1324528 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1324742.875000 Penalty: 4668.946777
	Iteration 13Q: 3 clusters Score -1324743 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1324991.250000 Penalty: 4668.946777
	Iteration 14Q: 3 clusters Score -1324991 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1325269.625000 Penalty: 4668.946777
	Iteration 15Q: 3 clusters Score -1325270 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1325570.000000 Penalty: 4668.946777
	Iteration 16Q: 3 clusters Score -1325570 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1325807.000000 Penalty: 4668.946777
	Iteration 17Q: 3 clusters Score -1325807 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1326030.000000 Penalty: 4668.946777
	Iteration 18Q: 3 clusters Score -1326030 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1326199.250000 Penalty: 4668.946777
	Iteration 19Q: 3 clusters Score -1326199 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1326351.875000 Penalty: 4668.946777
	Iteration 20F: 3 clusters Score -1326352 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1326472.750000 Penalty: 4668.946777
	Iteration 21Q: 3 clusters Score -1326473 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1326567.625000 Penalty: 4668.946777
	Iteration 22Q: 3 clusters Score -1326568 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1326635.250000 Penalty: 4668.946777
	Iteration 23Q: 3 clusters Score -1326635 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1326675.500000 Penalty: 4668.946777
	Iteration 24Q: 3 clusters Score -1326676 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1326711.125000 Penalty: 4668.946777
	Iteration 25Q: 3 clusters Score -1326711 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1326753.500000 Penalty: 4668.946777
	Iteration 26Q: 3 clusters Score -1326754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1326788.000000 Penalty: 4668.946777
	Iteration 27Q: 3 clusters Score -1326788 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1326812.750000 Penalty: 4668.946777
	Iteration 28Q: 3 clusters Score -1326813 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1326835.000000 Penalty: 4668.946777
	Iteration 29Q: 3 clusters Score -1326835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1326853.000000 Penalty: 4668.946777
	Iteration 30Q: 3 clusters Score -1326853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1326864.500000 Penalty: 4668.946777
	Iteration 31Q: 3 clusters Score -1326864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1326873.000000 Penalty: 4668.946777
	Iteration 32Q: 3 clusters Score -1326873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1326880.625000 Penalty: 4668.946777
	Iteration 33Q: 3 clusters Score -1326881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1326888.250000 Penalty: 4668.946777
	Iteration 34Q: 3 clusters Score -1326888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1326896.000000 Penalty: 4668.946777
	Iteration 35Q: 3 clusters Score -1326896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1326900.500000 Penalty: 4668.946777
	Iteration 36Q: 3 clusters Score -1326900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1326903.750000 Penalty: 4668.946777
	Iteration 37Q: 3 clusters Score -1326904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1326902.500000 Penalty: 4668.946777
	Iteration 38Q: 3 clusters Score -1326902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1326902.250000 Penalty: 4668.946777
	Iteration 39Q: 3 clusters Score -1326902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1326905.375000 Penalty: 4668.946777
	Iteration 40F: 3 clusters Score -1326905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1326906.500000 Penalty: 4668.946777
	Iteration 41Q: 3 clusters Score -1326906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1326906.750000 Penalty: 4668.946777
	Iteration 42Q: 3 clusters Score -1326907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1326908.500000 Penalty: 4668.946777
	Iteration 43Q: 3 clusters Score -1326908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1326908.500000 Penalty: 4668.946777
	Iteration 44F: 3 clusters Score -1326908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (27952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Entering Unmasked Estep 
Score: -3062428.250000 Penalty: 2539.084473
	Iteration 0F: 2 clusters Score -3062428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -3043322.750000 Penalty: 5078.168945
	Iteration 0F: 3 clusters Score -3043323 nChanged 12458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -3050201.000000 Penalty: 5078.168945
	Iteration 1F: 3 clusters Score -3050201 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -3050791.250000 Penalty: 5078.168945
	Iteration 2F: 3 clusters Score -3050791 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -3051384.250000 Penalty: 5078.168945
	Iteration 3Q: 3 clusters Score -3051384 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -3051977.250000 Penalty: 5078.168945
	Iteration 4Q: 3 clusters Score -3051977 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -3052520.500000 Penalty: 5078.168945
	Iteration 5Q: 3 clusters Score -3052520 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -3053037.250000 Penalty: 5078.168945
	Iteration 6Q: 3 clusters Score -3053037 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -3053540.000000 Penalty: 5078.168945
	Iteration 7Q: 3 clusters Score -3053540 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -3054002.750000 Penalty: 5078.168945
	Iteration 8Q: 3 clusters Score -3054003 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -3054534.500000 Penalty: 5078.168945
	Iteration 9Q: 3 clusters Score -3054534 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -3055150.000000 Penalty: 5078.168945
	Iteration 10Q: 3 clusters Score -3055150 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -3055775.500000 Penalty: 5078.168945
	Iteration 11Q: 3 clusters Score -3055776 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -3056455.000000 Penalty: 5078.168945
	Iteration 12Q: 3 clusters Score -3056455 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -3057123.500000 Penalty: 5078.168945
	Iteration 13Q: 3 clusters Score -3057124 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -3057815.250000 Penalty: 5078.168945
	Iteration 14Q: 3 clusters Score -3057815 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -3058382.500000 Penalty: 5078.168945
	Iteration 15Q: 3 clusters Score -3058382 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -3058868.500000 Penalty: 5078.168945
	Iteration 16Q: 3 clusters Score -3058868 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -3059246.500000 Penalty: 5078.168945
	Iteration 17Q: 3 clusters Score -3059246 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -3059497.750000 Penalty: 5078.168945
	Iteration 18Q: 3 clusters Score -3059498 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -3059677.250000 Penalty: 5078.168945
	Iteration 19Q: 3 clusters Score -3059677 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -3059828.500000 Penalty: 5078.168945
	Iteration 20F: 3 clusters Score -3059828 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -3059944.750000 Penalty: 5078.168945
	Iteration 21Q: 3 clusters Score -3059945 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -3060041.250000 Penalty: 5078.168945
	Iteration 22Q: 3 clusters Score -3060041 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -3060102.500000 Penalty: 5078.168945
	Iteration 23Q: 3 clusters Score -3060102 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -3060144.250000 Penalty: 5078.168945
	Iteration 24Q: 3 clusters Score -3060144 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -3060184.000000 Penalty: 5078.168945
	Iteration 25Q: 3 clusters Score -3060184 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -3060220.500000 Penalty: 5078.168945
	Iteration 26Q: 3 clusters Score -3060220 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -3060244.250000 Penalty: 5078.168945
	Iteration 27Q: 3 clusters Score -3060244 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -3060260.500000 Penalty: 5078.168945
	Iteration 28Q: 3 clusters Score -3060260 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -3060279.250000 Penalty: 5078.168945
	Iteration 29Q: 3 clusters Score -3060279 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -3060279.000000 Penalty: 5078.168945
	Iteration 30Q: 3 clusters Score -3060279 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -3060291.250000 Penalty: 5078.168945
	Iteration 31Q: 3 clusters Score -3060291 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -3060307.000000 Penalty: 5078.168945
	Iteration 32Q: 3 clusters Score -3060307 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -3060305.500000 Penalty: 5078.168945
	Iteration 33Q: 3 clusters Score -3060306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -3060311.000000 Penalty: 5078.168945
	Iteration 34Q: 3 clusters Score -3060311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -3060313.000000 Penalty: 5078.168945
	Iteration 35Q: 3 clusters Score -3060313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -3060315.500000 Penalty: 5078.168945
	Iteration 36Q: 3 clusters Score -3060316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -3060321.000000 Penalty: 5078.168945
	Iteration 37Q: 3 clusters Score -3060321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -3060324.250000 Penalty: 5078.168945
	Iteration 38Q: 3 clusters Score -3060324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -3060325.250000 Penalty: 5078.168945
	Iteration 39Q: 3 clusters Score -3060325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -3060329.250000 Penalty: 5078.168945
	Iteration 40F: 3 clusters Score -3060329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -3060326.500000 Penalty: 5078.168945
	Iteration 41Q: 3 clusters Score -3060326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -3060336.000000 Penalty: 5078.168945
	Iteration 42Q: 3 clusters Score -3060336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -3060333.500000 Penalty: 5078.168945
	Iteration 43Q: 3 clusters Score -3060334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -3060334.750000 Penalty: 5078.168945
	Iteration 44Q: 3 clusters Score -3060335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -3060347.500000 Penalty: 5078.168945
	Iteration 45Q: 3 clusters Score -3060348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -3060349.500000 Penalty: 5078.168945
	Iteration 46Q: 3 clusters Score -3060350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -3060347.500000 Penalty: 5078.168945
	Iteration 47Q: 3 clusters Score -3060348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -3060350.750000 Penalty: 5078.168945
	Iteration 48Q: 3 clusters Score -3060351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -3060353.250000 Penalty: 5078.168945
	Iteration 49Q: 3 clusters Score -3060353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -3060352.750000 Penalty: 5078.168945
	Iteration 50Q: 3 clusters Score -3060353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -3060353.750000 Penalty: 5078.168945
	Iteration 51Q: 3 clusters Score -3060354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -3060355.500000 Penalty: 5078.168945
	Iteration 52Q: 3 clusters Score -3060356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -3060352.250000 Penalty: 5078.168945
	Iteration 53Q: 3 clusters Score -3060352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -3060357.250000 Penalty: 5078.168945
	Iteration 54Q: 3 clusters Score -3060357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -3060350.250000 Penalty: 5078.168945
	Iteration 55Q: 3 clusters Score -3060350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -3060354.250000 Penalty: 5078.168945
	Iteration 56Q: 3 clusters Score -3060354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -3060353.250000 Penalty: 5078.168945
	Iteration 57Q: 3 clusters Score -3060353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -3060354.750000 Penalty: 5078.168945
	Iteration 58Q: 3 clusters Score -3060355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -3060354.250000 Penalty: 5078.168945
	Iteration 59Q: 3 clusters Score -3060354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -3060354.250000 Penalty: 5078.168945
	Iteration 60F: 3 clusters Score -3060354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -3060355.250000 Penalty: 5078.168945
	Iteration 61Q: 3 clusters Score -3060355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -3060358.250000 Penalty: 5078.168945
	Iteration 62Q: 3 clusters Score -3060358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -3060360.750000 Penalty: 5078.168945
	Iteration 63Q: 3 clusters Score -3060361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -3060359.000000 Penalty: 5078.168945
	Iteration 64Q: 3 clusters Score -3060359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -3060359.000000 Penalty: 5078.168945
	Iteration 65Q: 3 clusters Score -3060359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -3060359.000000 Penalty: 5078.168945
	Iteration 66F: 3 clusters Score -3060359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (19691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Entering Unmasked Estep 
Score: -2148021.750000 Penalty: 2452.203369
	Iteration 0F: 2 clusters Score -2148022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2134301.000000 Penalty: 4904.406738
	Iteration 0F: 3 clusters Score -2134301 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2139030.750000 Penalty: 4904.406738
	Iteration 1F: 3 clusters Score -2139031 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2139560.000000 Penalty: 4904.406738
	Iteration 2F: 3 clusters Score -2139560 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2140076.500000 Penalty: 4904.406738
	Iteration 3F: 3 clusters Score -2140076 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2140635.250000 Penalty: 4904.406738
	Iteration 4F: 3 clusters Score -2140635 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2141233.750000 Penalty: 4904.406738
	Iteration 5F: 3 clusters Score -2141234 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2141888.250000 Penalty: 4904.406738
	Iteration 6F: 3 clusters Score -2141888 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2142571.250000 Penalty: 4904.406738
	Iteration 7F: 3 clusters Score -2142571 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -2143220.000000 Penalty: 4904.406738
	Iteration 8Q: 3 clusters Score -2143220 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -2143776.750000 Penalty: 4904.406738
	Iteration 9Q: 3 clusters Score -2143777 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -2144203.250000 Penalty: 4904.406738
	Iteration 10Q: 3 clusters Score -2144203 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2144548.000000 Penalty: 4904.406738
	Iteration 11Q: 3 clusters Score -2144548 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2144835.000000 Penalty: 4904.406738
	Iteration 12Q: 3 clusters Score -2144835 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2145045.500000 Penalty: 4904.406738
	Iteration 13Q: 3 clusters Score -2145046 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2145216.250000 Penalty: 4904.406738
	Iteration 14Q: 3 clusters Score -2145216 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2145400.250000 Penalty: 4904.406738
	Iteration 15Q: 3 clusters Score -2145400 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2145571.500000 Penalty: 4904.406738
	Iteration 16Q: 3 clusters Score -2145572 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -2145701.500000 Penalty: 4904.406738
	Iteration 17Q: 3 clusters Score -2145702 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -2145839.250000 Penalty: 4904.406738
	Iteration 18Q: 3 clusters Score -2145839 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -2145921.750000 Penalty: 4904.406738
	Iteration 19Q: 3 clusters Score -2145922 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2145993.500000 Penalty: 4904.406738
	Iteration 20F: 3 clusters Score -2145994 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2146044.000000 Penalty: 4904.406738
	Iteration 21Q: 3 clusters Score -2146044 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -2146099.750000 Penalty: 4904.406738
	Iteration 22Q: 3 clusters Score -2146100 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -2146136.000000 Penalty: 4904.406738
	Iteration 23Q: 3 clusters Score -2146136 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2146162.250000 Penalty: 4904.406738
	Iteration 24Q: 3 clusters Score -2146162 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -2146195.500000 Penalty: 4904.406738
	Iteration 25Q: 3 clusters Score -2146196 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -2146220.000000 Penalty: 4904.406738
	Iteration 26Q: 3 clusters Score -2146220 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2146245.750000 Penalty: 4904.406738
	Iteration 27Q: 3 clusters Score -2146246 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2146265.250000 Penalty: 4904.406738
	Iteration 28Q: 3 clusters Score -2146265 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2146284.750000 Penalty: 4904.406738
	Iteration 29Q: 3 clusters Score -2146285 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2146301.000000 Penalty: 4904.406738
	Iteration 30Q: 3 clusters Score -2146301 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2146311.750000 Penalty: 4904.406738
	Iteration 31Q: 3 clusters Score -2146312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2146317.750000 Penalty: 4904.406738
	Iteration 32Q: 3 clusters Score -2146318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2146324.250000 Penalty: 4904.406738
	Iteration 33Q: 3 clusters Score -2146324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2146333.000000 Penalty: 4904.406738
	Iteration 34Q: 3 clusters Score -2146333 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2146344.500000 Penalty: 4904.406738
	Iteration 35Q: 3 clusters Score -2146344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2146352.500000 Penalty: 4904.406738
	Iteration 36Q: 3 clusters Score -2146352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2146359.750000 Penalty: 4904.406738
	Iteration 37Q: 3 clusters Score -2146360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2146377.250000 Penalty: 4904.406738
	Iteration 38Q: 3 clusters Score -2146377 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -2146384.000000 Penalty: 4904.406738
	Iteration 39Q: 3 clusters Score -2146384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2146395.000000 Penalty: 4904.406738
	Iteration 40F: 3 clusters Score -2146395 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2146405.250000 Penalty: 4904.406738
	Iteration 41Q: 3 clusters Score -2146405 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -2146416.750000 Penalty: 4904.406738
	Iteration 42Q: 3 clusters Score -2146417 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2146432.000000 Penalty: 4904.406738
	Iteration 43Q: 3 clusters Score -2146432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -2146442.500000 Penalty: 4904.406738
	Iteration 44Q: 3 clusters Score -2146442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2146456.000000 Penalty: 4904.406738
	Iteration 45Q: 3 clusters Score -2146456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2146466.750000 Penalty: 4904.406738
	Iteration 46Q: 3 clusters Score -2146467 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -2146483.250000 Penalty: 4904.406738
	Iteration 47Q: 3 clusters Score -2146483 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2146498.500000 Penalty: 4904.406738
	Iteration 48Q: 3 clusters Score -2146498 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2146523.500000 Penalty: 4904.406738
	Iteration 49Q: 3 clusters Score -2146524 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2146549.500000 Penalty: 4904.406738
	Iteration 50Q: 3 clusters Score -2146550 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -2146572.500000 Penalty: 4904.406738
	Iteration 51Q: 3 clusters Score -2146572 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2146605.000000 Penalty: 4904.406738
	Iteration 52Q: 3 clusters Score -2146605 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -2146639.750000 Penalty: 4904.406738
	Iteration 53Q: 3 clusters Score -2146640 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -2146673.250000 Penalty: 4904.406738
	Iteration 54Q: 3 clusters Score -2146673 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2146705.500000 Penalty: 4904.406738
	Iteration 55Q: 3 clusters Score -2146706 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2146730.250000 Penalty: 4904.406738
	Iteration 56Q: 3 clusters Score -2146730 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -2146754.500000 Penalty: 4904.406738
	Iteration 57Q: 3 clusters Score -2146754 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -2146772.000000 Penalty: 4904.406738
	Iteration 58Q: 3 clusters Score -2146772 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -2146783.000000 Penalty: 4904.406738
	Iteration 59Q: 3 clusters Score -2146783 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2146795.500000 Penalty: 4904.406738
	Iteration 60F: 3 clusters Score -2146796 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -2146806.500000 Penalty: 4904.406738
	Iteration 61Q: 3 clusters Score -2146806 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2146819.500000 Penalty: 4904.406738
	Iteration 62Q: 3 clusters Score -2146820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2146837.750000 Penalty: 4904.406738
	Iteration 63Q: 3 clusters Score -2146838 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -2146846.500000 Penalty: 4904.406738
	Iteration 64Q: 3 clusters Score -2146846 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2146852.750000 Penalty: 4904.406738
	Iteration 65Q: 3 clusters Score -2146853 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2146860.000000 Penalty: 4904.406738
	Iteration 66Q: 3 clusters Score -2146860 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2146866.250000 Penalty: 4904.406738
	Iteration 67Q: 3 clusters Score -2146866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2146878.000000 Penalty: 4904.406738
	Iteration 68Q: 3 clusters Score -2146878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2146885.750000 Penalty: 4904.406738
	Iteration 69Q: 3 clusters Score -2146886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2146890.000000 Penalty: 4904.406738
	Iteration 70Q: 3 clusters Score -2146890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2146892.750000 Penalty: 4904.406738
	Iteration 71Q: 3 clusters Score -2146893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -2146904.500000 Penalty: 4904.406738
	Iteration 72Q: 3 clusters Score -2146904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -2146902.500000 Penalty: 4904.406738
	Iteration 73Q: 3 clusters Score -2146902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -2146904.500000 Penalty: 4904.406738
	Iteration 74Q: 3 clusters Score -2146904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2146908.500000 Penalty: 4904.406738
	Iteration 75Q: 3 clusters Score -2146908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2146911.750000 Penalty: 4904.406738
	Iteration 76Q: 3 clusters Score -2146912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2146908.250000 Penalty: 4904.406738
	Iteration 77Q: 3 clusters Score -2146908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -2146915.750000 Penalty: 4904.406738
	Iteration 78Q: 3 clusters Score -2146916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2146914.500000 Penalty: 4904.406738
	Iteration 79Q: 3 clusters Score -2146914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -2146912.750000 Penalty: 4904.406738
	Iteration 80F: 3 clusters Score -2146913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2146916.000000 Penalty: 4904.406738
	Iteration 81Q: 3 clusters Score -2146916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -2146916.000000 Penalty: 4904.406738
	Iteration 82Q: 3 clusters Score -2146916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2146913.750000 Penalty: 4904.406738
	Iteration 83Q: 3 clusters Score -2146914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2146917.750000 Penalty: 4904.406738
	Iteration 84Q: 3 clusters Score -2146918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2146917.500000 Penalty: 4904.406738
	Iteration 85Q: 3 clusters Score -2146918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2146917.250000 Penalty: 4904.406738
	Iteration 86Q: 3 clusters Score -2146917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2146913.250000 Penalty: 4904.406738
	Iteration 87Q: 3 clusters Score -2146913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2146915.000000 Penalty: 4904.406738
	Iteration 88Q: 3 clusters Score -2146915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2146916.500000 Penalty: 4904.406738
	Iteration 89Q: 3 clusters Score -2146916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -2146918.750000 Penalty: 4904.406738
	Iteration 90Q: 3 clusters Score -2146919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2146918.250000 Penalty: 4904.406738
	Iteration 91Q: 3 clusters Score -2146918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2146918.250000 Penalty: 4904.406738
	Iteration 92F: 3 clusters Score -2146918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Entering Unmasked Estep 
Score: -244685.734375 Penalty: 1908.209351
	Iteration 0F: 2 clusters Score -244685.7 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 1139 members 
Entering Unmasked Estep 
Score: -241902.921875 Penalty: 3816.418701
	Iteration 0F: 3 clusters Score -241902.9 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -242382.890625 Penalty: 3816.418701
	Iteration 1F: 3 clusters Score -242382.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -242510.328125 Penalty: 3816.418701
	Iteration 2F: 3 clusters Score -242510.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -242587.453125 Penalty: 3816.418701
	Iteration 3Q: 3 clusters Score -242587.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -242631.734375 Penalty: 3816.418701
	Iteration 4Q: 3 clusters Score -242631.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -242658.593750 Penalty: 3816.418701
	Iteration 5Q: 3 clusters Score -242658.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -242674.625000 Penalty: 3816.418701
	Iteration 6Q: 3 clusters Score -242674.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -242687.734375 Penalty: 3816.418701
	Iteration 7Q: 3 clusters Score -242687.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -242694.656250 Penalty: 3816.418701
	Iteration 8Q: 3 clusters Score -242694.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -242698.609375 Penalty: 3816.418701
	Iteration 9Q: 3 clusters Score -242698.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -242701.062500 Penalty: 3816.418701
	Iteration 10Q: 3 clusters Score -242701.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -242701.750000 Penalty: 3816.418701
	Iteration 11Q: 3 clusters Score -242701.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -242701.750000 Penalty: 3816.418701
	Iteration 12F: 3 clusters Score -242701.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Entering Unmasked Estep 
Score: -963088.250000 Penalty: 2255.959717
	Iteration 0F: 2 clusters Score -963088.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -956135.187500 Penalty: 4511.919434
	Iteration 0F: 3 clusters Score -956135.2 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -958141.937500 Penalty: 4511.919434
	Iteration 1F: 3 clusters Score -958141.9 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -958428.875000 Penalty: 4511.919434
	Iteration 2F: 3 clusters Score -958428.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -958633.125000 Penalty: 4511.919434
	Iteration 3F: 3 clusters Score -958633.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -958781.437500 Penalty: 4511.919434
	Iteration 4Q: 3 clusters Score -958781.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -958913.500000 Penalty: 4511.919434
	Iteration 5Q: 3 clusters Score -958913.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -959058.750000 Penalty: 4511.919434
	Iteration 6Q: 3 clusters Score -959058.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -959227.937500 Penalty: 4511.919434
	Iteration 7Q: 3 clusters Score -959227.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -959441.687500 Penalty: 4511.919434
	Iteration 8Q: 3 clusters Score -959441.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -959715.250000 Penalty: 4511.919434
	Iteration 9Q: 3 clusters Score -959715.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -960005.437500 Penalty: 4511.919434
	Iteration 10Q: 3 clusters Score -960005.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -960263.750000 Penalty: 4511.919434
	Iteration 11Q: 3 clusters Score -960263.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -960493.500000 Penalty: 4511.919434
	Iteration 12Q: 3 clusters Score -960493.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -960675.125000 Penalty: 4511.919434
	Iteration 13Q: 3 clusters Score -960675.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -960820.312500 Penalty: 4511.919434
	Iteration 14Q: 3 clusters Score -960820.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -960935.750000 Penalty: 4511.919434
	Iteration 15Q: 3 clusters Score -960935.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -961021.062500 Penalty: 4511.919434
	Iteration 16Q: 3 clusters Score -961021.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -961069.437500 Penalty: 4511.919434
	Iteration 17Q: 3 clusters Score -961069.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -961122.187500 Penalty: 4511.919434
	Iteration 18Q: 3 clusters Score -961122.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -961153.875000 Penalty: 4511.919434
	Iteration 19Q: 3 clusters Score -961153.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -961172.687500 Penalty: 4511.919434
	Iteration 20F: 3 clusters Score -961172.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -961188.312500 Penalty: 4511.919434
	Iteration 21Q: 3 clusters Score -961188.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -961214.687500 Penalty: 4511.919434
	Iteration 22Q: 3 clusters Score -961214.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -961249.000000 Penalty: 4511.919434
	Iteration 23Q: 3 clusters Score -961249 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -961290.125000 Penalty: 4511.919434
	Iteration 24Q: 3 clusters Score -961290.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -961336.375000 Penalty: 4511.919434
	Iteration 25Q: 3 clusters Score -961336.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -961384.562500 Penalty: 4511.919434
	Iteration 26Q: 3 clusters Score -961384.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -961429.187500 Penalty: 4511.919434
	Iteration 27Q: 3 clusters Score -961429.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -961466.000000 Penalty: 4511.919434
	Iteration 28Q: 3 clusters Score -961466 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -961494.187500 Penalty: 4511.919434
	Iteration 29Q: 3 clusters Score -961494.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -961519.625000 Penalty: 4511.919434
	Iteration 30Q: 3 clusters Score -961519.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -961538.125000 Penalty: 4511.919434
	Iteration 31Q: 3 clusters Score -961538.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -961555.812500 Penalty: 4511.919434
	Iteration 32Q: 3 clusters Score -961555.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -961575.250000 Penalty: 4511.919434
	Iteration 33Q: 3 clusters Score -961575.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -961594.812500 Penalty: 4511.919434
	Iteration 34Q: 3 clusters Score -961594.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -961603.812500 Penalty: 4511.919434
	Iteration 35Q: 3 clusters Score -961603.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -961612.250000 Penalty: 4511.919434
	Iteration 36Q: 3 clusters Score -961612.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -961618.250000 Penalty: 4511.919434
	Iteration 37Q: 3 clusters Score -961618.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -961623.375000 Penalty: 4511.919434
	Iteration 38Q: 3 clusters Score -961623.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -961629.437500 Penalty: 4511.919434
	Iteration 39Q: 3 clusters Score -961629.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -961632.562500 Penalty: 4511.919434
	Iteration 40F: 3 clusters Score -961632.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -961637.937500 Penalty: 4511.919434
	Iteration 41Q: 3 clusters Score -961637.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -961645.312500 Penalty: 4511.919434
	Iteration 42Q: 3 clusters Score -961645.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -961652.125000 Penalty: 4511.919434
	Iteration 43Q: 3 clusters Score -961652.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -961656.812500 Penalty: 4511.919434
	Iteration 44Q: 3 clusters Score -961656.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -961665.125000 Penalty: 4511.919434
	Iteration 45Q: 3 clusters Score -961665.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -961668.812500 Penalty: 4511.919434
	Iteration 46Q: 3 clusters Score -961668.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -961674.187500 Penalty: 4511.919434
	Iteration 47Q: 3 clusters Score -961674.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -961680.312500 Penalty: 4511.919434
	Iteration 48Q: 3 clusters Score -961680.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -961680.812500 Penalty: 4511.919434
	Iteration 49Q: 3 clusters Score -961680.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -961685.125000 Penalty: 4511.919434
	Iteration 50Q: 3 clusters Score -961685.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -961688.562500 Penalty: 4511.919434
	Iteration 51Q: 3 clusters Score -961688.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -961691.812500 Penalty: 4511.919434
	Iteration 52Q: 3 clusters Score -961691.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -961691.625000 Penalty: 4511.919434
	Iteration 53Q: 3 clusters Score -961691.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -961692.937500 Penalty: 4511.919434
	Iteration 54Q: 3 clusters Score -961692.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -961693.875000 Penalty: 4511.919434
	Iteration 55Q: 3 clusters Score -961693.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -961694.687500 Penalty: 4511.919434
	Iteration 56Q: 3 clusters Score -961694.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -961695.375000 Penalty: 4511.919434
	Iteration 57Q: 3 clusters Score -961695.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -961696.687500 Penalty: 4511.919434
	Iteration 58Q: 3 clusters Score -961696.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -961696.812500 Penalty: 4511.919434
	Iteration 59Q: 3 clusters Score -961696.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -961700.000000 Penalty: 4511.919434
	Iteration 60F: 3 clusters Score -961700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -961704.375000 Penalty: 4511.919434
	Iteration 61Q: 3 clusters Score -961704.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -961709.750000 Penalty: 4511.919434
	Iteration 62Q: 3 clusters Score -961709.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -961711.375000 Penalty: 4511.919434
	Iteration 63Q: 3 clusters Score -961711.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -961711.625000 Penalty: 4511.919434
	Iteration 64Q: 3 clusters Score -961711.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -961714.375000 Penalty: 4511.919434
	Iteration 65Q: 3 clusters Score -961714.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -961717.437500 Penalty: 4511.919434
	Iteration 66Q: 3 clusters Score -961717.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -961717.687500 Penalty: 4511.919434
	Iteration 67Q: 3 clusters Score -961717.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -961718.500000 Penalty: 4511.919434
	Iteration 68Q: 3 clusters Score -961718.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -961718.562500 Penalty: 4511.919434
	Iteration 69Q: 3 clusters Score -961718.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -961721.375000 Penalty: 4511.919434
	Iteration 70Q: 3 clusters Score -961721.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -961724.250000 Penalty: 4511.919434
	Iteration 71Q: 3 clusters Score -961724.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -961732.437500 Penalty: 4511.919434
	Iteration 72Q: 3 clusters Score -961732.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -961738.750000 Penalty: 4511.919434
	Iteration 73Q: 3 clusters Score -961738.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -961754.250000 Penalty: 4511.919434
	Iteration 74Q: 3 clusters Score -961754.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -961770.375000 Penalty: 4511.919434
	Iteration 75Q: 3 clusters Score -961770.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -961796.125000 Penalty: 4511.919434
	Iteration 76Q: 3 clusters Score -961796.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -961820.937500 Penalty: 4511.919434
	Iteration 77Q: 3 clusters Score -961820.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -961846.875000 Penalty: 4511.919434
	Iteration 78Q: 3 clusters Score -961846.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -961882.250000 Penalty: 4511.919434
	Iteration 79Q: 3 clusters Score -961882.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -961924.250000 Penalty: 4511.919434
	Iteration 80F: 3 clusters Score -961924.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -961979.375000 Penalty: 4511.919434
	Iteration 81Q: 3 clusters Score -961979.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -962021.437500 Penalty: 4511.919434
	Iteration 82Q: 3 clusters Score -962021.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -962054.375000 Penalty: 4511.919434
	Iteration 83Q: 3 clusters Score -962054.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -962082.312500 Penalty: 4511.919434
	Iteration 84Q: 3 clusters Score -962082.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -962099.312500 Penalty: 4511.919434
	Iteration 85Q: 3 clusters Score -962099.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -962118.062500 Penalty: 4511.919434
	Iteration 86Q: 3 clusters Score -962118.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -962125.812500 Penalty: 4511.919434
	Iteration 87Q: 3 clusters Score -962125.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -962129.250000 Penalty: 4511.919434
	Iteration 88Q: 3 clusters Score -962129.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -962129.437500 Penalty: 4511.919434
	Iteration 89Q: 3 clusters Score -962129.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -962132.250000 Penalty: 4511.919434
	Iteration 90Q: 3 clusters Score -962132.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -962131.187500 Penalty: 4511.919434
	Iteration 91Q: 3 clusters Score -962131.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -962131.187500 Penalty: 4511.919434
	Iteration 92F: 3 clusters Score -962131.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Entering Unmasked Estep 
Score: -365581.500000 Penalty: 2019.664429
	Iteration 0F: 2 clusters Score -365581.5 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 1732 members 
Entering Unmasked Estep 
Score: -362013.406250 Penalty: 4039.328857
	Iteration 0F: 3 clusters Score -362013.4 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -362794.687500 Penalty: 4039.328857
	Iteration 1F: 3 clusters Score -362794.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -363011.500000 Penalty: 4039.328857
	Iteration 2F: 3 clusters Score -363011.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -363165.875000 Penalty: 4039.328857
	Iteration 3F: 3 clusters Score -363165.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -363273.250000 Penalty: 4039.328857
	Iteration 4Q: 3 clusters Score -363273.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -363343.687500 Penalty: 4039.328857
	Iteration 5Q: 3 clusters Score -363343.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -363398.750000 Penalty: 4039.328857
	Iteration 6Q: 3 clusters Score -363398.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -363437.343750 Penalty: 4039.328857
	Iteration 7Q: 3 clusters Score -363437.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -363469.406250 Penalty: 4039.328857
	Iteration 8Q: 3 clusters Score -363469.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -363496.281250 Penalty: 4039.328857
	Iteration 9Q: 3 clusters Score -363496.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -363519.937500 Penalty: 4039.328857
	Iteration 10Q: 3 clusters Score -363519.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -363535.906250 Penalty: 4039.328857
	Iteration 11Q: 3 clusters Score -363535.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -363546.031250 Penalty: 4039.328857
	Iteration 12Q: 3 clusters Score -363546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -363553.687500 Penalty: 4039.328857
	Iteration 13Q: 3 clusters Score -363553.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -363562.468750 Penalty: 4039.328857
	Iteration 14Q: 3 clusters Score -363562.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -363578.062500 Penalty: 4039.328857
	Iteration 15Q: 3 clusters Score -363578.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -363594.437500 Penalty: 4039.328857
	Iteration 16Q: 3 clusters Score -363594.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -363608.406250 Penalty: 4039.328857
	Iteration 17Q: 3 clusters Score -363608.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -363629.156250 Penalty: 4039.328857
	Iteration 18Q: 3 clusters Score -363629.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -363648.718750 Penalty: 4039.328857
	Iteration 19Q: 3 clusters Score -363648.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -363670.718750 Penalty: 4039.328857
	Iteration 20F: 3 clusters Score -363670.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -363692.000000 Penalty: 4039.328857
	Iteration 21Q: 3 clusters Score -363692 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -363719.437500 Penalty: 4039.328857
	Iteration 22Q: 3 clusters Score -363719.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -363755.656250 Penalty: 4039.328857
	Iteration 23Q: 3 clusters Score -363755.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -363785.625000 Penalty: 4039.328857
	Iteration 24Q: 3 clusters Score -363785.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -363832.156250 Penalty: 4039.328857
	Iteration 25Q: 3 clusters Score -363832.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -363874.843750 Penalty: 4039.328857
	Iteration 26Q: 3 clusters Score -363874.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -363907.406250 Penalty: 4039.328857
	Iteration 27Q: 3 clusters Score -363907.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -363935.343750 Penalty: 4039.328857
	Iteration 28Q: 3 clusters Score -363935.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -363968.781250 Penalty: 4039.328857
	Iteration 29Q: 3 clusters Score -363968.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -364004.750000 Penalty: 4039.328857
	Iteration 30Q: 3 clusters Score -364004.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -364036.750000 Penalty: 4039.328857
	Iteration 31Q: 3 clusters Score -364036.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -364064.000000 Penalty: 4039.328857
	Iteration 32Q: 3 clusters Score -364064 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -364090.156250 Penalty: 4039.328857
	Iteration 33Q: 3 clusters Score -364090.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -364119.156250 Penalty: 4039.328857
	Iteration 34Q: 3 clusters Score -364119.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -364144.000000 Penalty: 4039.328857
	Iteration 35Q: 3 clusters Score -364144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -364166.281250 Penalty: 4039.328857
	Iteration 36Q: 3 clusters Score -364166.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -364193.718750 Penalty: 4039.328857
	Iteration 37Q: 3 clusters Score -364193.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -364216.093750 Penalty: 4039.328857
	Iteration 38Q: 3 clusters Score -364216.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -364230.562500 Penalty: 4039.328857
	Iteration 39Q: 3 clusters Score -364230.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -364240.531250 Penalty: 4039.328857
	Iteration 40F: 3 clusters Score -364240.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -364252.281250 Penalty: 4039.328857
	Iteration 41Q: 3 clusters Score -364252.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -364267.125000 Penalty: 4039.328857
	Iteration 42Q: 3 clusters Score -364267.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -364273.750000 Penalty: 4039.328857
	Iteration 43Q: 3 clusters Score -364273.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -364283.656250 Penalty: 4039.328857
	Iteration 44Q: 3 clusters Score -364283.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -364293.343750 Penalty: 4039.328857
	Iteration 45Q: 3 clusters Score -364293.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -364302.031250 Penalty: 4039.328857
	Iteration 46Q: 3 clusters Score -364302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -364309.687500 Penalty: 4039.328857
	Iteration 47Q: 3 clusters Score -364309.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -364316.687500 Penalty: 4039.328857
	Iteration 48Q: 3 clusters Score -364316.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -364326.781250 Penalty: 4039.328857
	Iteration 49Q: 3 clusters Score -364326.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -364331.062500 Penalty: 4039.328857
	Iteration 50Q: 3 clusters Score -364331.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -364335.843750 Penalty: 4039.328857
	Iteration 51Q: 3 clusters Score -364335.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -364343.906250 Penalty: 4039.328857
	Iteration 52Q: 3 clusters Score -364343.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -364351.656250 Penalty: 4039.328857
	Iteration 53Q: 3 clusters Score -364351.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -364355.343750 Penalty: 4039.328857
	Iteration 54Q: 3 clusters Score -364355.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -364357.875000 Penalty: 4039.328857
	Iteration 55Q: 3 clusters Score -364357.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -364360.218750 Penalty: 4039.328857
	Iteration 56Q: 3 clusters Score -364360.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -364362.875000 Penalty: 4039.328857
	Iteration 57Q: 3 clusters Score -364362.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -364366.593750 Penalty: 4039.328857
	Iteration 58Q: 3 clusters Score -364366.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -364370.750000 Penalty: 4039.328857
	Iteration 59Q: 3 clusters Score -364370.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -364372.312500 Penalty: 4039.328857
	Iteration 60F: 3 clusters Score -364372.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -364373.093750 Penalty: 4039.328857
	Iteration 61Q: 3 clusters Score -364373.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -364373.093750 Penalty: 4039.328857
	Iteration 62F: 3 clusters Score -364373.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Entering Unmasked Estep 
Score: -1646240.000000 Penalty: 2414.941895
	Iteration 0F: 2 clusters Score -1646240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1634249.000000 Penalty: 4829.883789
	Iteration 0F: 3 clusters Score -1634249 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1638342.125000 Penalty: 4829.883789
	Iteration 1F: 3 clusters Score -1638342 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1638973.625000 Penalty: 4829.883789
	Iteration 2F: 3 clusters Score -1638974 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1639599.250000 Penalty: 4829.883789
	Iteration 3F: 3 clusters Score -1639599 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1640280.625000 Penalty: 4829.883789
	Iteration 4F: 3 clusters Score -1640281 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1640892.875000 Penalty: 4829.883789
	Iteration 5F: 3 clusters Score -1640893 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1641425.875000 Penalty: 4829.883789
	Iteration 6F: 3 clusters Score -1641426 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1641857.375000 Penalty: 4829.883789
	Iteration 7Q: 3 clusters Score -1641857 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1642190.250000 Penalty: 4829.883789
	Iteration 8Q: 3 clusters Score -1642190 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1642513.625000 Penalty: 4829.883789
	Iteration 9Q: 3 clusters Score -1642514 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1642779.250000 Penalty: 4829.883789
	Iteration 10Q: 3 clusters Score -1642779 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1643035.875000 Penalty: 4829.883789
	Iteration 11Q: 3 clusters Score -1643036 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1643251.375000 Penalty: 4829.883789
	Iteration 12Q: 3 clusters Score -1643251 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1643450.500000 Penalty: 4829.883789
	Iteration 13Q: 3 clusters Score -1643450 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1643642.000000 Penalty: 4829.883789
	Iteration 14Q: 3 clusters Score -1643642 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1643753.000000 Penalty: 4829.883789
	Iteration 15Q: 3 clusters Score -1643753 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1643823.000000 Penalty: 4829.883789
	Iteration 16Q: 3 clusters Score -1643823 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1643876.750000 Penalty: 4829.883789
	Iteration 17Q: 3 clusters Score -1643877 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1643920.500000 Penalty: 4829.883789
	Iteration 18Q: 3 clusters Score -1643920 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1643967.875000 Penalty: 4829.883789
	Iteration 19Q: 3 clusters Score -1643968 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1643995.750000 Penalty: 4829.883789
	Iteration 20F: 3 clusters Score -1643996 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1644023.125000 Penalty: 4829.883789
	Iteration 21Q: 3 clusters Score -1644023 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1644041.375000 Penalty: 4829.883789
	Iteration 22Q: 3 clusters Score -1644041 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1644074.750000 Penalty: 4829.883789
	Iteration 23Q: 3 clusters Score -1644075 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1644106.375000 Penalty: 4829.883789
	Iteration 24Q: 3 clusters Score -1644106 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1644128.000000 Penalty: 4829.883789
	Iteration 25Q: 3 clusters Score -1644128 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1644154.625000 Penalty: 4829.883789
	Iteration 26Q: 3 clusters Score -1644155 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1644181.125000 Penalty: 4829.883789
	Iteration 27Q: 3 clusters Score -1644181 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1644207.625000 Penalty: 4829.883789
	Iteration 28Q: 3 clusters Score -1644208 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1644240.000000 Penalty: 4829.883789
	Iteration 29Q: 3 clusters Score -1644240 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1644268.750000 Penalty: 4829.883789
	Iteration 30Q: 3 clusters Score -1644269 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1644287.625000 Penalty: 4829.883789
	Iteration 31Q: 3 clusters Score -1644288 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1644306.625000 Penalty: 4829.883789
	Iteration 32Q: 3 clusters Score -1644307 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1644318.375000 Penalty: 4829.883789
	Iteration 33Q: 3 clusters Score -1644318 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1644342.000000 Penalty: 4829.883789
	Iteration 34Q: 3 clusters Score -1644342 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1644367.125000 Penalty: 4829.883789
	Iteration 35Q: 3 clusters Score -1644367 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1644378.750000 Penalty: 4829.883789
	Iteration 36Q: 3 clusters Score -1644379 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1644392.875000 Penalty: 4829.883789
	Iteration 37Q: 3 clusters Score -1644393 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1644397.500000 Penalty: 4829.883789
	Iteration 38Q: 3 clusters Score -1644398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1644407.000000 Penalty: 4829.883789
	Iteration 39Q: 3 clusters Score -1644407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1644412.375000 Penalty: 4829.883789
	Iteration 40F: 3 clusters Score -1644412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1644415.000000 Penalty: 4829.883789
	Iteration 41Q: 3 clusters Score -1644415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1644413.500000 Penalty: 4829.883789
	Iteration 42Q: 3 clusters Score -1644414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1644415.125000 Penalty: 4829.883789
	Iteration 43Q: 3 clusters Score -1644415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1644417.125000 Penalty: 4829.883789
	Iteration 44Q: 3 clusters Score -1644417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1644417.875000 Penalty: 4829.883789
	Iteration 45Q: 3 clusters Score -1644418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1644416.750000 Penalty: 4829.883789
	Iteration 46Q: 3 clusters Score -1644417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1644416.750000 Penalty: 4829.883789
	Iteration 47F: 3 clusters Score -1644417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -20697.304688 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -20697.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19498.962891 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -19498.96 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -19612.982422 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -19612.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19674.560547 Penalty: 2822.418457
	Iteration 2F: 3 clusters Score -19674.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19699.302734 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -19699.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19706.464844 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -19706.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19706.464844 Penalty: 2822.418457
	Iteration 5F: 3 clusters Score -19706.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (3627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Entering Unmasked Estep 
Score: -393171.375000 Penalty: 2032.647949
	Iteration 0F: 2 clusters Score -393171.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -389547.468750 Penalty: 4065.295898
	Iteration 0F: 3 clusters Score -389547.5 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -390369.187500 Penalty: 4065.295898
	Iteration 1F: 3 clusters Score -390369.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -390589.531250 Penalty: 4065.295898
	Iteration 2F: 3 clusters Score -390589.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -390726.593750 Penalty: 4065.295898
	Iteration 3F: 3 clusters Score -390726.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -390846.250000 Penalty: 4065.295898
	Iteration 4Q: 3 clusters Score -390846.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -390941.687500 Penalty: 4065.295898
	Iteration 5Q: 3 clusters Score -390941.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -391008.968750 Penalty: 4065.295898
	Iteration 6Q: 3 clusters Score -391009 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -391055.218750 Penalty: 4065.295898
	Iteration 7Q: 3 clusters Score -391055.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -391099.218750 Penalty: 4065.295898
	Iteration 8Q: 3 clusters Score -391099.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -391136.375000 Penalty: 4065.295898
	Iteration 9Q: 3 clusters Score -391136.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -391164.093750 Penalty: 4065.295898
	Iteration 10Q: 3 clusters Score -391164.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -391191.250000 Penalty: 4065.295898
	Iteration 11Q: 3 clusters Score -391191.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -391207.187500 Penalty: 4065.295898
	Iteration 12Q: 3 clusters Score -391207.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -391223.000000 Penalty: 4065.295898
	Iteration 13Q: 3 clusters Score -391223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -391232.250000 Penalty: 4065.295898
	Iteration 14Q: 3 clusters Score -391232.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -391245.406250 Penalty: 4065.295898
	Iteration 15Q: 3 clusters Score -391245.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -391256.562500 Penalty: 4065.295898
	Iteration 16Q: 3 clusters Score -391256.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -391266.906250 Penalty: 4065.295898
	Iteration 17Q: 3 clusters Score -391266.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -391273.937500 Penalty: 4065.295898
	Iteration 18Q: 3 clusters Score -391273.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -391277.031250 Penalty: 4065.295898
	Iteration 19Q: 3 clusters Score -391277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -391283.343750 Penalty: 4065.295898
	Iteration 20F: 3 clusters Score -391283.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -391288.093750 Penalty: 4065.295898
	Iteration 21Q: 3 clusters Score -391288.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -391292.406250 Penalty: 4065.295898
	Iteration 22Q: 3 clusters Score -391292.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -391294.937500 Penalty: 4065.295898
	Iteration 23Q: 3 clusters Score -391294.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -391298.000000 Penalty: 4065.295898
	Iteration 24Q: 3 clusters Score -391298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -391299.468750 Penalty: 4065.295898
	Iteration 25Q: 3 clusters Score -391299.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -391300.406250 Penalty: 4065.295898
	Iteration 26Q: 3 clusters Score -391300.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -391302.218750 Penalty: 4065.295898
	Iteration 27Q: 3 clusters Score -391302.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -391304.906250 Penalty: 4065.295898
	Iteration 28Q: 3 clusters Score -391304.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -391306.156250 Penalty: 4065.295898
	Iteration 29Q: 3 clusters Score -391306.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -391307.562500 Penalty: 4065.295898
	Iteration 30Q: 3 clusters Score -391307.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -391308.781250 Penalty: 4065.295898
	Iteration 31Q: 3 clusters Score -391308.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -391309.343750 Penalty: 4065.295898
	Iteration 32Q: 3 clusters Score -391309.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -391310.000000 Penalty: 4065.295898
	Iteration 33Q: 3 clusters Score -391310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -391310.937500 Penalty: 4065.295898
	Iteration 34Q: 3 clusters Score -391310.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -391312.593750 Penalty: 4065.295898
	Iteration 35Q: 3 clusters Score -391312.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -391314.406250 Penalty: 4065.295898
	Iteration 36Q: 3 clusters Score -391314.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -391315.187500 Penalty: 4065.295898
	Iteration 37Q: 3 clusters Score -391315.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -391316.312500 Penalty: 4065.295898
	Iteration 38Q: 3 clusters Score -391316.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -391316.843750 Penalty: 4065.295898
	Iteration 39Q: 3 clusters Score -391316.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -391317.062500 Penalty: 4065.295898
	Iteration 40F: 3 clusters Score -391317.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -391317.531250 Penalty: 4065.295898
	Iteration 41Q: 3 clusters Score -391317.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -391318.093750 Penalty: 4065.295898
	Iteration 42Q: 3 clusters Score -391318.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -391318.500000 Penalty: 4065.295898
	Iteration 43Q: 3 clusters Score -391318.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -391318.937500 Penalty: 4065.295898
	Iteration 44Q: 3 clusters Score -391318.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -391318.906250 Penalty: 4065.295898
	Iteration 45Q: 3 clusters Score -391318.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -391319.812500 Penalty: 4065.295898
	Iteration 46Q: 3 clusters Score -391319.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -391319.812500 Penalty: 4065.295898
	Iteration 47F: 3 clusters Score -391319.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (7540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Entering Unmasked Estep 
Score: -809221.937500 Penalty: 2214.138428
	Iteration 0F: 2 clusters Score -809221.9 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 3782 members 
Entering Unmasked Estep 
Score: -803153.375000 Penalty: 4428.276855
	Iteration 0F: 3 clusters Score -803153.4 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -804898.625000 Penalty: 4428.276855
	Iteration 1F: 3 clusters Score -804898.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -805276.937500 Penalty: 4428.276855
	Iteration 2F: 3 clusters Score -805276.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -805549.250000 Penalty: 4428.276855
	Iteration 3F: 3 clusters Score -805549.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -805762.062500 Penalty: 4428.276855
	Iteration 4F: 3 clusters Score -805762.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -805924.875000 Penalty: 4428.276855
	Iteration 5Q: 3 clusters Score -805924.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -806069.500000 Penalty: 4428.276855
	Iteration 6Q: 3 clusters Score -806069.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -806212.062500 Penalty: 4428.276855
	Iteration 7Q: 3 clusters Score -806212.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -806367.500000 Penalty: 4428.276855
	Iteration 8Q: 3 clusters Score -806367.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -806534.312500 Penalty: 4428.276855
	Iteration 9Q: 3 clusters Score -806534.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -806668.187500 Penalty: 4428.276855
	Iteration 10Q: 3 clusters Score -806668.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -806767.687500 Penalty: 4428.276855
	Iteration 11Q: 3 clusters Score -806767.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -806857.687500 Penalty: 4428.276855
	Iteration 12Q: 3 clusters Score -806857.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -806946.812500 Penalty: 4428.276855
	Iteration 13Q: 3 clusters Score -806946.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -807022.562500 Penalty: 4428.276855
	Iteration 14Q: 3 clusters Score -807022.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -807086.375000 Penalty: 4428.276855
	Iteration 15Q: 3 clusters Score -807086.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -807141.500000 Penalty: 4428.276855
	Iteration 16Q: 3 clusters Score -807141.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -807191.187500 Penalty: 4428.276855
	Iteration 17Q: 3 clusters Score -807191.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -807240.062500 Penalty: 4428.276855
	Iteration 18Q: 3 clusters Score -807240.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -807272.375000 Penalty: 4428.276855
	Iteration 19Q: 3 clusters Score -807272.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -807297.000000 Penalty: 4428.276855
	Iteration 20F: 3 clusters Score -807297 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -807317.750000 Penalty: 4428.276855
	Iteration 21Q: 3 clusters Score -807317.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -807329.812500 Penalty: 4428.276855
	Iteration 22Q: 3 clusters Score -807329.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -807341.062500 Penalty: 4428.276855
	Iteration 23Q: 3 clusters Score -807341.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -807346.625000 Penalty: 4428.276855
	Iteration 24Q: 3 clusters Score -807346.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -807348.875000 Penalty: 4428.276855
	Iteration 25Q: 3 clusters Score -807348.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -807354.562500 Penalty: 4428.276855
	Iteration 26Q: 3 clusters Score -807354.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -807362.250000 Penalty: 4428.276855
	Iteration 27Q: 3 clusters Score -807362.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -807364.000000 Penalty: 4428.276855
	Iteration 28Q: 3 clusters Score -807364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -807364.750000 Penalty: 4428.276855
	Iteration 29Q: 3 clusters Score -807364.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -807367.000000 Penalty: 4428.276855
	Iteration 30Q: 3 clusters Score -807367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -807368.500000 Penalty: 4428.276855
	Iteration 31Q: 3 clusters Score -807368.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -807369.250000 Penalty: 4428.276855
	Iteration 32Q: 3 clusters Score -807369.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -807370.500000 Penalty: 4428.276855
	Iteration 33Q: 3 clusters Score -807370.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -807371.687500 Penalty: 4428.276855
	Iteration 34Q: 3 clusters Score -807371.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -807371.687500 Penalty: 4428.276855
	Iteration 35Q: 3 clusters Score -807371.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -807372.562500 Penalty: 4428.276855
	Iteration 36Q: 3 clusters Score -807372.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -807375.562500 Penalty: 4428.276855
	Iteration 37Q: 3 clusters Score -807375.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -807374.187500 Penalty: 4428.276855
	Iteration 38Q: 3 clusters Score -807374.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -807374.812500 Penalty: 4428.276855
	Iteration 39Q: 3 clusters Score -807374.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -807375.812500 Penalty: 4428.276855
	Iteration 40F: 3 clusters Score -807375.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -807376.250000 Penalty: 4428.276855
	Iteration 41Q: 3 clusters Score -807376.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -807376.250000 Penalty: 4428.276855
	Iteration 42F: 3 clusters Score -807376.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Entering Unmasked Estep 
Score: -588467.937500 Penalty: 2130.614258
	Iteration 0F: 2 clusters Score -588467.9 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 2659 members 
Entering Unmasked Estep 
Score: -583721.687500 Penalty: 4261.228516
	Iteration 0F: 3 clusters Score -583721.7 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -584817.812500 Penalty: 4261.228516
	Iteration 1F: 3 clusters Score -584817.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -585065.187500 Penalty: 4261.228516
	Iteration 2F: 3 clusters Score -585065.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -585202.062500 Penalty: 4261.228516
	Iteration 3Q: 3 clusters Score -585202.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -585290.187500 Penalty: 4261.228516
	Iteration 4Q: 3 clusters Score -585290.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -585374.562500 Penalty: 4261.228516
	Iteration 5Q: 3 clusters Score -585374.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -585455.375000 Penalty: 4261.228516
	Iteration 6Q: 3 clusters Score -585455.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -585538.000000 Penalty: 4261.228516
	Iteration 7Q: 3 clusters Score -585538 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -585622.437500 Penalty: 4261.228516
	Iteration 8Q: 3 clusters Score -585622.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -585719.000000 Penalty: 4261.228516
	Iteration 9Q: 3 clusters Score -585719 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -585824.562500 Penalty: 4261.228516
	Iteration 10Q: 3 clusters Score -585824.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -585920.812500 Penalty: 4261.228516
	Iteration 11Q: 3 clusters Score -585920.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -586022.687500 Penalty: 4261.228516
	Iteration 12Q: 3 clusters Score -586022.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -586122.812500 Penalty: 4261.228516
	Iteration 13Q: 3 clusters Score -586122.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -586248.750000 Penalty: 4261.228516
	Iteration 14Q: 3 clusters Score -586248.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -586366.062500 Penalty: 4261.228516
	Iteration 15Q: 3 clusters Score -586366.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -586449.000000 Penalty: 4261.228516
	Iteration 16Q: 3 clusters Score -586449 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -586516.437500 Penalty: 4261.228516
	Iteration 17Q: 3 clusters Score -586516.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -586573.125000 Penalty: 4261.228516
	Iteration 18Q: 3 clusters Score -586573.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -586610.812500 Penalty: 4261.228516
	Iteration 19Q: 3 clusters Score -586610.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -586640.125000 Penalty: 4261.228516
	Iteration 20F: 3 clusters Score -586640.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -586665.937500 Penalty: 4261.228516
	Iteration 21Q: 3 clusters Score -586665.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -586683.125000 Penalty: 4261.228516
	Iteration 22Q: 3 clusters Score -586683.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -586694.875000 Penalty: 4261.228516
	Iteration 23Q: 3 clusters Score -586694.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -586705.125000 Penalty: 4261.228516
	Iteration 24Q: 3 clusters Score -586705.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -586711.500000 Penalty: 4261.228516
	Iteration 25Q: 3 clusters Score -586711.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -586717.000000 Penalty: 4261.228516
	Iteration 26Q: 3 clusters Score -586717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -586723.750000 Penalty: 4261.228516
	Iteration 27Q: 3 clusters Score -586723.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -586726.562500 Penalty: 4261.228516
	Iteration 28Q: 3 clusters Score -586726.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -586727.875000 Penalty: 4261.228516
	Iteration 29Q: 3 clusters Score -586727.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -586727.812500 Penalty: 4261.228516
	Iteration 30Q: 3 clusters Score -586727.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -586728.187500 Penalty: 4261.228516
	Iteration 31Q: 3 clusters Score -586728.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -586728.187500 Penalty: 4261.228516
	Iteration 32F: 3 clusters Score -586728.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -71518.687500 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -71518.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -69760.679688 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -69760.68 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -69999.710938 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -69999.71 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -70088.101562 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -70088.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -70126.234375 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -70126.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -70145.585938 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -70145.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -70162.710938 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -70162.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -70175.968750 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -70175.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -70198.695312 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -70198.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -70210.023438 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -70210.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -70221.726562 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -70221.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -70229.773438 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -70229.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -70232.585938 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -70232.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -70234.460938 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -70234.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -70237.843750 Penalty: 3267.424805
	Iteration 13Q: 3 clusters Score -70237.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -70244.750000 Penalty: 3267.424805
	Iteration 14Q: 3 clusters Score -70244.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -70250.179688 Penalty: 3267.424805
	Iteration 15Q: 3 clusters Score -70250.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -70257.570312 Penalty: 3267.424805
	Iteration 16Q: 3 clusters Score -70257.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -70258.015625 Penalty: 3267.424805
	Iteration 17Q: 3 clusters Score -70258.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -70259.820312 Penalty: 3267.424805
	Iteration 18Q: 3 clusters Score -70259.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -70259.820312 Penalty: 3267.424805
	Iteration 19F: 3 clusters Score -70259.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Entering Unmasked Estep 
Score: -621501.062500 Penalty: 2148.729736
	Iteration 0F: 2 clusters Score -621501.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -616474.812500 Penalty: 4297.459473
	Iteration 0F: 3 clusters Score -616474.8 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -617631.437500 Penalty: 4297.459473
	Iteration 1F: 3 clusters Score -617631.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -617887.562500 Penalty: 4297.459473
	Iteration 2F: 3 clusters Score -617887.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -618052.250000 Penalty: 4297.459473
	Iteration 3F: 3 clusters Score -618052.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -618185.500000 Penalty: 4297.459473
	Iteration 4Q: 3 clusters Score -618185.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -618292.687500 Penalty: 4297.459473
	Iteration 5Q: 3 clusters Score -618292.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -618378.625000 Penalty: 4297.459473
	Iteration 6Q: 3 clusters Score -618378.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -618465.687500 Penalty: 4297.459473
	Iteration 7Q: 3 clusters Score -618465.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -618540.625000 Penalty: 4297.459473
	Iteration 8Q: 3 clusters Score -618540.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -618602.312500 Penalty: 4297.459473
	Iteration 9Q: 3 clusters Score -618602.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -618673.625000 Penalty: 4297.459473
	Iteration 10Q: 3 clusters Score -618673.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -618743.625000 Penalty: 4297.459473
	Iteration 11Q: 3 clusters Score -618743.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -618804.562500 Penalty: 4297.459473
	Iteration 12Q: 3 clusters Score -618804.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -618874.812500 Penalty: 4297.459473
	Iteration 13Q: 3 clusters Score -618874.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -618933.625000 Penalty: 4297.459473
	Iteration 14Q: 3 clusters Score -618933.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -618986.312500 Penalty: 4297.459473
	Iteration 15Q: 3 clusters Score -618986.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -619036.750000 Penalty: 4297.459473
	Iteration 16Q: 3 clusters Score -619036.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -619080.125000 Penalty: 4297.459473
	Iteration 17Q: 3 clusters Score -619080.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -619126.937500 Penalty: 4297.459473
	Iteration 18Q: 3 clusters Score -619126.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -619162.687500 Penalty: 4297.459473
	Iteration 19Q: 3 clusters Score -619162.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -619190.375000 Penalty: 4297.459473
	Iteration 20F: 3 clusters Score -619190.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -619218.312500 Penalty: 4297.459473
	Iteration 21Q: 3 clusters Score -619218.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -619251.062500 Penalty: 4297.459473
	Iteration 22Q: 3 clusters Score -619251.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -619281.625000 Penalty: 4297.459473
	Iteration 23Q: 3 clusters Score -619281.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -619302.375000 Penalty: 4297.459473
	Iteration 24Q: 3 clusters Score -619302.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -619320.187500 Penalty: 4297.459473
	Iteration 25Q: 3 clusters Score -619320.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -619333.875000 Penalty: 4297.459473
	Iteration 26Q: 3 clusters Score -619333.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -619347.312500 Penalty: 4297.459473
	Iteration 27Q: 3 clusters Score -619347.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -619357.750000 Penalty: 4297.459473
	Iteration 28Q: 3 clusters Score -619357.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -619367.312500 Penalty: 4297.459473
	Iteration 29Q: 3 clusters Score -619367.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -619374.437500 Penalty: 4297.459473
	Iteration 30Q: 3 clusters Score -619374.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -619380.312500 Penalty: 4297.459473
	Iteration 31Q: 3 clusters Score -619380.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -619388.250000 Penalty: 4297.459473
	Iteration 32Q: 3 clusters Score -619388.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -619394.937500 Penalty: 4297.459473
	Iteration 33Q: 3 clusters Score -619394.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -619407.312500 Penalty: 4297.459473
	Iteration 34Q: 3 clusters Score -619407.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -619420.500000 Penalty: 4297.459473
	Iteration 35Q: 3 clusters Score -619420.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -619448.000000 Penalty: 4297.459473
	Iteration 36Q: 3 clusters Score -619448 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -619470.937500 Penalty: 4297.459473
	Iteration 37Q: 3 clusters Score -619470.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -619498.375000 Penalty: 4297.459473
	Iteration 38Q: 3 clusters Score -619498.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -619523.750000 Penalty: 4297.459473
	Iteration 39Q: 3 clusters Score -619523.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -619549.125000 Penalty: 4297.459473
	Iteration 40F: 3 clusters Score -619549.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -619570.812500 Penalty: 4297.459473
	Iteration 41Q: 3 clusters Score -619570.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -619587.062500 Penalty: 4297.459473
	Iteration 42Q: 3 clusters Score -619587.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -619613.125000 Penalty: 4297.459473
	Iteration 43Q: 3 clusters Score -619613.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -619643.437500 Penalty: 4297.459473
	Iteration 44Q: 3 clusters Score -619643.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -619681.312500 Penalty: 4297.459473
	Iteration 45Q: 3 clusters Score -619681.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -619718.437500 Penalty: 4297.459473
	Iteration 46Q: 3 clusters Score -619718.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -619749.000000 Penalty: 4297.459473
	Iteration 47Q: 3 clusters Score -619749 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -619762.687500 Penalty: 4297.459473
	Iteration 48Q: 3 clusters Score -619762.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -619778.750000 Penalty: 4297.459473
	Iteration 49Q: 3 clusters Score -619778.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -619797.250000 Penalty: 4297.459473
	Iteration 50Q: 3 clusters Score -619797.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -619809.625000 Penalty: 4297.459473
	Iteration 51Q: 3 clusters Score -619809.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -619821.875000 Penalty: 4297.459473
	Iteration 52Q: 3 clusters Score -619821.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -619843.000000 Penalty: 4297.459473
	Iteration 53Q: 3 clusters Score -619843 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -619861.875000 Penalty: 4297.459473
	Iteration 54Q: 3 clusters Score -619861.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -619877.375000 Penalty: 4297.459473
	Iteration 55Q: 3 clusters Score -619877.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -619893.812500 Penalty: 4297.459473
	Iteration 56Q: 3 clusters Score -619893.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -619907.687500 Penalty: 4297.459473
	Iteration 57Q: 3 clusters Score -619907.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -619919.250000 Penalty: 4297.459473
	Iteration 58Q: 3 clusters Score -619919.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -619938.437500 Penalty: 4297.459473
	Iteration 59Q: 3 clusters Score -619938.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -619969.125000 Penalty: 4297.459473
	Iteration 60F: 3 clusters Score -619969.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -619997.312500 Penalty: 4297.459473
	Iteration 61Q: 3 clusters Score -619997.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -620031.750000 Penalty: 4297.459473
	Iteration 62Q: 3 clusters Score -620031.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -620072.937500 Penalty: 4297.459473
	Iteration 63Q: 3 clusters Score -620072.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -620116.000000 Penalty: 4297.459473
	Iteration 64Q: 3 clusters Score -620116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -620139.937500 Penalty: 4297.459473
	Iteration 65Q: 3 clusters Score -620139.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -620167.375000 Penalty: 4297.459473
	Iteration 66Q: 3 clusters Score -620167.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -620182.687500 Penalty: 4297.459473
	Iteration 67Q: 3 clusters Score -620182.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -620190.875000 Penalty: 4297.459473
	Iteration 68Q: 3 clusters Score -620190.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -620195.812500 Penalty: 4297.459473
	Iteration 69Q: 3 clusters Score -620195.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -620200.875000 Penalty: 4297.459473
	Iteration 70Q: 3 clusters Score -620200.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -620202.250000 Penalty: 4297.459473
	Iteration 71Q: 3 clusters Score -620202.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -620202.812500 Penalty: 4297.459473
	Iteration 72Q: 3 clusters Score -620202.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -620205.000000 Penalty: 4297.459473
	Iteration 73Q: 3 clusters Score -620205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -620205.000000 Penalty: 4297.459473
	Iteration 74Q: 3 clusters Score -620205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -620205.000000 Penalty: 4297.459473
	Iteration 75Q: 3 clusters Score -620205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -620205.000000 Penalty: 4297.459473
	Iteration 76F: 3 clusters Score -620205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -30130.804688 Penalty: 1426.637939
	Iteration 0F: 2 clusters Score -30130.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28914.826172 Penalty: 2853.275879
	Iteration 0F: 3 clusters Score -28914.83 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29036.949219 Penalty: 2853.275879
	Iteration 1F: 3 clusters Score -29036.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29071.812500 Penalty: 2853.275879
	Iteration 2Q: 3 clusters Score -29071.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29095.236328 Penalty: 2853.275879
	Iteration 3Q: 3 clusters Score -29095.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29098.687500 Penalty: 2853.275879
	Iteration 4Q: 3 clusters Score -29098.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29100.787109 Penalty: 2853.275879
	Iteration 5Q: 3 clusters Score -29100.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29100.787109 Penalty: 2853.275879
	Iteration 6F: 3 clusters Score -29100.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -1765121.000000 Penalty: 2403.131592
	Iteration 0F: 2 clusters Score -1765121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1753550.125000 Penalty: 4806.263184
	Iteration 0F: 3 clusters Score -1753550 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1757237.625000 Penalty: 4806.263184
	Iteration 1F: 3 clusters Score -1757238 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1757588.875000 Penalty: 4806.263184
	Iteration 2F: 3 clusters Score -1757589 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1757861.875000 Penalty: 4806.263184
	Iteration 3Q: 3 clusters Score -1757862 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1758097.875000 Penalty: 4806.263184
	Iteration 4Q: 3 clusters Score -1758098 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1758308.375000 Penalty: 4806.263184
	Iteration 5Q: 3 clusters Score -1758308 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1758474.000000 Penalty: 4806.263184
	Iteration 6Q: 3 clusters Score -1758474 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1758654.500000 Penalty: 4806.263184
	Iteration 7Q: 3 clusters Score -1758654 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1758844.000000 Penalty: 4806.263184
	Iteration 8Q: 3 clusters Score -1758844 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1759030.750000 Penalty: 4806.263184
	Iteration 9Q: 3 clusters Score -1759031 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1759234.750000 Penalty: 4806.263184
	Iteration 10Q: 3 clusters Score -1759235 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1759472.375000 Penalty: 4806.263184
	Iteration 11Q: 3 clusters Score -1759472 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1759713.500000 Penalty: 4806.263184
	Iteration 12Q: 3 clusters Score -1759714 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1760013.500000 Penalty: 4806.263184
	Iteration 13Q: 3 clusters Score -1760014 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1760405.875000 Penalty: 4806.263184
	Iteration 14Q: 3 clusters Score -1760406 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1760796.500000 Penalty: 4806.263184
	Iteration 15Q: 3 clusters Score -1760796 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1761138.250000 Penalty: 4806.263184
	Iteration 16Q: 3 clusters Score -1761138 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1761402.250000 Penalty: 4806.263184
	Iteration 17Q: 3 clusters Score -1761402 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1761611.250000 Penalty: 4806.263184
	Iteration 18Q: 3 clusters Score -1761611 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1761770.875000 Penalty: 4806.263184
	Iteration 19Q: 3 clusters Score -1761771 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1761892.000000 Penalty: 4806.263184
	Iteration 20F: 3 clusters Score -1761892 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1761994.250000 Penalty: 4806.263184
	Iteration 21Q: 3 clusters Score -1761994 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1762073.250000 Penalty: 4806.263184
	Iteration 22Q: 3 clusters Score -1762073 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1762154.375000 Penalty: 4806.263184
	Iteration 23Q: 3 clusters Score -1762154 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1762233.625000 Penalty: 4806.263184
	Iteration 24Q: 3 clusters Score -1762234 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1762294.125000 Penalty: 4806.263184
	Iteration 25Q: 3 clusters Score -1762294 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -1762380.125000 Penalty: 4806.263184
	Iteration 26Q: 3 clusters Score -1762380 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -1762456.000000 Penalty: 4806.263184
	Iteration 27Q: 3 clusters Score -1762456 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -1762532.125000 Penalty: 4806.263184
	Iteration 28Q: 3 clusters Score -1762532 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -1762595.750000 Penalty: 4806.263184
	Iteration 29Q: 3 clusters Score -1762596 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1762650.875000 Penalty: 4806.263184
	Iteration 30Q: 3 clusters Score -1762651 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1762694.000000 Penalty: 4806.263184
	Iteration 31Q: 3 clusters Score -1762694 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -1762732.500000 Penalty: 4806.263184
	Iteration 32Q: 3 clusters Score -1762732 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -1762767.000000 Penalty: 4806.263184
	Iteration 33Q: 3 clusters Score -1762767 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -1762795.500000 Penalty: 4806.263184
	Iteration 34Q: 3 clusters Score -1762796 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1762829.250000 Penalty: 4806.263184
	Iteration 35Q: 3 clusters Score -1762829 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -1762854.000000 Penalty: 4806.263184
	Iteration 36Q: 3 clusters Score -1762854 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1762877.750000 Penalty: 4806.263184
	Iteration 37Q: 3 clusters Score -1762878 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -1762896.875000 Penalty: 4806.263184
	Iteration 38Q: 3 clusters Score -1762897 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -1762906.875000 Penalty: 4806.263184
	Iteration 39Q: 3 clusters Score -1762907 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -1762921.375000 Penalty: 4806.263184
	Iteration 40F: 3 clusters Score -1762921 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -1762933.000000 Penalty: 4806.263184
	Iteration 41Q: 3 clusters Score -1762933 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -1762950.250000 Penalty: 4806.263184
	Iteration 42Q: 3 clusters Score -1762950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -1762967.250000 Penalty: 4806.263184
	Iteration 43Q: 3 clusters Score -1762967 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -1762980.500000 Penalty: 4806.263184
	Iteration 44Q: 3 clusters Score -1762980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -1762988.500000 Penalty: 4806.263184
	Iteration 45Q: 3 clusters Score -1762988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -1762999.625000 Penalty: 4806.263184
	Iteration 46Q: 3 clusters Score -1763000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -1763000.000000 Penalty: 4806.263184
	Iteration 47Q: 3 clusters Score -1763000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -1763002.500000 Penalty: 4806.263184
	Iteration 48Q: 3 clusters Score -1763002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1763001.125000 Penalty: 4806.263184
	Iteration 49Q: 3 clusters Score -1763001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -1763003.625000 Penalty: 4806.263184
	Iteration 50Q: 3 clusters Score -1763004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -1763004.750000 Penalty: 4806.263184
	Iteration 51Q: 3 clusters Score -1763005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -1763006.500000 Penalty: 4806.263184
	Iteration 52Q: 3 clusters Score -1763006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -1763006.500000 Penalty: 4806.263184
	Iteration 53F: 3 clusters Score -1763006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (14358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Entering Unmasked Estep 
Score: -1583272.750000 Penalty: 2373.871582
	Iteration 0F: 2 clusters Score -1583273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1572822.500000 Penalty: 4747.743164
	Iteration 0F: 3 clusters Score -1572822 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1576170.000000 Penalty: 4747.743164
	Iteration 1F: 3 clusters Score -1576170 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1576582.125000 Penalty: 4747.743164
	Iteration 2F: 3 clusters Score -1576582 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1576907.375000 Penalty: 4747.743164
	Iteration 3F: 3 clusters Score -1576907 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1577165.875000 Penalty: 4747.743164
	Iteration 4Q: 3 clusters Score -1577166 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1577338.625000 Penalty: 4747.743164
	Iteration 5Q: 3 clusters Score -1577339 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1577471.500000 Penalty: 4747.743164
	Iteration 6Q: 3 clusters Score -1577472 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1577579.000000 Penalty: 4747.743164
	Iteration 7Q: 3 clusters Score -1577579 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1577661.125000 Penalty: 4747.743164
	Iteration 8Q: 3 clusters Score -1577661 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1577746.875000 Penalty: 4747.743164
	Iteration 9Q: 3 clusters Score -1577747 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1577817.000000 Penalty: 4747.743164
	Iteration 10Q: 3 clusters Score -1577817 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1577897.000000 Penalty: 4747.743164
	Iteration 11Q: 3 clusters Score -1577897 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1577971.500000 Penalty: 4747.743164
	Iteration 12Q: 3 clusters Score -1577972 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1578044.250000 Penalty: 4747.743164
	Iteration 13Q: 3 clusters Score -1578044 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1578117.500000 Penalty: 4747.743164
	Iteration 14Q: 3 clusters Score -1578118 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1578193.250000 Penalty: 4747.743164
	Iteration 15Q: 3 clusters Score -1578193 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1578275.125000 Penalty: 4747.743164
	Iteration 16Q: 3 clusters Score -1578275 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1578371.875000 Penalty: 4747.743164
	Iteration 17Q: 3 clusters Score -1578372 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1578510.750000 Penalty: 4747.743164
	Iteration 18Q: 3 clusters Score -1578511 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1578703.750000 Penalty: 4747.743164
	Iteration 19Q: 3 clusters Score -1578704 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1578976.500000 Penalty: 4747.743164
	Iteration 20F: 3 clusters Score -1578976 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1579303.125000 Penalty: 4747.743164
	Iteration 21Q: 3 clusters Score -1579303 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1579685.375000 Penalty: 4747.743164
	Iteration 22Q: 3 clusters Score -1579685 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1580079.750000 Penalty: 4747.743164
	Iteration 23Q: 3 clusters Score -1580080 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1580450.875000 Penalty: 4747.743164
	Iteration 24Q: 3 clusters Score -1580451 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1580835.000000 Penalty: 4747.743164
	Iteration 25Q: 3 clusters Score -1580835 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1581185.000000 Penalty: 4747.743164
	Iteration 26Q: 3 clusters Score -1581185 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1581452.750000 Penalty: 4747.743164
	Iteration 27Q: 3 clusters Score -1581453 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1581616.250000 Penalty: 4747.743164
	Iteration 28Q: 3 clusters Score -1581616 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1581691.250000 Penalty: 4747.743164
	Iteration 29Q: 3 clusters Score -1581691 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1581720.375000 Penalty: 4747.743164
	Iteration 30Q: 3 clusters Score -1581720 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1581738.875000 Penalty: 4747.743164
	Iteration 31Q: 3 clusters Score -1581739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1581754.125000 Penalty: 4747.743164
	Iteration 32Q: 3 clusters Score -1581754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1581760.125000 Penalty: 4747.743164
	Iteration 33Q: 3 clusters Score -1581760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1581767.875000 Penalty: 4747.743164
	Iteration 34Q: 3 clusters Score -1581768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1581776.125000 Penalty: 4747.743164
	Iteration 35Q: 3 clusters Score -1581776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1581783.250000 Penalty: 4747.743164
	Iteration 36Q: 3 clusters Score -1581783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1581786.375000 Penalty: 4747.743164
	Iteration 37Q: 3 clusters Score -1581786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1581792.125000 Penalty: 4747.743164
	Iteration 38Q: 3 clusters Score -1581792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1581793.125000 Penalty: 4747.743164
	Iteration 39Q: 3 clusters Score -1581793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1581794.500000 Penalty: 4747.743164
	Iteration 40F: 3 clusters Score -1581794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1581795.625000 Penalty: 4747.743164
	Iteration 41Q: 3 clusters Score -1581796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1581796.500000 Penalty: 4747.743164
	Iteration 42Q: 3 clusters Score -1581796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1581796.500000 Penalty: 4747.743164
	Iteration 43F: 3 clusters Score -1581796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (4405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Entering Unmasked Estep 
Score: -465796.656250 Penalty: 2080.842773
	Iteration 0F: 2 clusters Score -465796.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -461676.125000 Penalty: 4161.685547
	Iteration 0F: 3 clusters Score -461676.1 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -462598.906250 Penalty: 4161.685547
	Iteration 1F: 3 clusters Score -462598.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -462789.062500 Penalty: 4161.685547
	Iteration 2F: 3 clusters Score -462789.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -462897.718750 Penalty: 4161.685547
	Iteration 3Q: 3 clusters Score -462897.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -462970.281250 Penalty: 4161.685547
	Iteration 4Q: 3 clusters Score -462970.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -463021.156250 Penalty: 4161.685547
	Iteration 5Q: 3 clusters Score -463021.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -463064.312500 Penalty: 4161.685547
	Iteration 6Q: 3 clusters Score -463064.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -463100.968750 Penalty: 4161.685547
	Iteration 7Q: 3 clusters Score -463101 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -463138.093750 Penalty: 4161.685547
	Iteration 8Q: 3 clusters Score -463138.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -463177.656250 Penalty: 4161.685547
	Iteration 9Q: 3 clusters Score -463177.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -463219.593750 Penalty: 4161.685547
	Iteration 10Q: 3 clusters Score -463219.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -463253.437500 Penalty: 4161.685547
	Iteration 11Q: 3 clusters Score -463253.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -463280.187500 Penalty: 4161.685547
	Iteration 12Q: 3 clusters Score -463280.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -463307.125000 Penalty: 4161.685547
	Iteration 13Q: 3 clusters Score -463307.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -463327.468750 Penalty: 4161.685547
	Iteration 14Q: 3 clusters Score -463327.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -463347.250000 Penalty: 4161.685547
	Iteration 15Q: 3 clusters Score -463347.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -463357.250000 Penalty: 4161.685547
	Iteration 16Q: 3 clusters Score -463357.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -463366.718750 Penalty: 4161.685547
	Iteration 17Q: 3 clusters Score -463366.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -463377.218750 Penalty: 4161.685547
	Iteration 18Q: 3 clusters Score -463377.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -463381.968750 Penalty: 4161.685547
	Iteration 19Q: 3 clusters Score -463382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -463389.531250 Penalty: 4161.685547
	Iteration 20F: 3 clusters Score -463389.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -463397.593750 Penalty: 4161.685547
	Iteration 21Q: 3 clusters Score -463397.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -463403.906250 Penalty: 4161.685547
	Iteration 22Q: 3 clusters Score -463403.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -463411.531250 Penalty: 4161.685547
	Iteration 23Q: 3 clusters Score -463411.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -463420.562500 Penalty: 4161.685547
	Iteration 24Q: 3 clusters Score -463420.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -463432.531250 Penalty: 4161.685547
	Iteration 25Q: 3 clusters Score -463432.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -463443.437500 Penalty: 4161.685547
	Iteration 26Q: 3 clusters Score -463443.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -463454.250000 Penalty: 4161.685547
	Iteration 27Q: 3 clusters Score -463454.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -463471.500000 Penalty: 4161.685547
	Iteration 28Q: 3 clusters Score -463471.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -463496.093750 Penalty: 4161.685547
	Iteration 29Q: 3 clusters Score -463496.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -463521.156250 Penalty: 4161.685547
	Iteration 30Q: 3 clusters Score -463521.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -463540.687500 Penalty: 4161.685547
	Iteration 31Q: 3 clusters Score -463540.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -463557.718750 Penalty: 4161.685547
	Iteration 32Q: 3 clusters Score -463557.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -463568.968750 Penalty: 4161.685547
	Iteration 33Q: 3 clusters Score -463569 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -463580.625000 Penalty: 4161.685547
	Iteration 34Q: 3 clusters Score -463580.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -463587.656250 Penalty: 4161.685547
	Iteration 35Q: 3 clusters Score -463587.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -463598.218750 Penalty: 4161.685547
	Iteration 36Q: 3 clusters Score -463598.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -463616.375000 Penalty: 4161.685547
	Iteration 37Q: 3 clusters Score -463616.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -463635.718750 Penalty: 4161.685547
	Iteration 38Q: 3 clusters Score -463635.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -463661.250000 Penalty: 4161.685547
	Iteration 39Q: 3 clusters Score -463661.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -463686.218750 Penalty: 4161.685547
	Iteration 40F: 3 clusters Score -463686.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -463707.000000 Penalty: 4161.685547
	Iteration 41Q: 3 clusters Score -463707 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -463725.062500 Penalty: 4161.685547
	Iteration 42Q: 3 clusters Score -463725.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -463749.375000 Penalty: 4161.685547
	Iteration 43Q: 3 clusters Score -463749.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -463770.281250 Penalty: 4161.685547
	Iteration 44Q: 3 clusters Score -463770.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -463795.187500 Penalty: 4161.685547
	Iteration 45Q: 3 clusters Score -463795.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -463815.312500 Penalty: 4161.685547
	Iteration 46Q: 3 clusters Score -463815.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -463830.531250 Penalty: 4161.685547
	Iteration 47Q: 3 clusters Score -463830.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -463841.937500 Penalty: 4161.685547
	Iteration 48Q: 3 clusters Score -463841.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -463854.968750 Penalty: 4161.685547
	Iteration 49Q: 3 clusters Score -463855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -463866.031250 Penalty: 4161.685547
	Iteration 50Q: 3 clusters Score -463866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -463872.937500 Penalty: 4161.685547
	Iteration 51Q: 3 clusters Score -463872.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -463877.156250 Penalty: 4161.685547
	Iteration 52Q: 3 clusters Score -463877.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -463880.031250 Penalty: 4161.685547
	Iteration 53Q: 3 clusters Score -463880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -463882.312500 Penalty: 4161.685547
	Iteration 54Q: 3 clusters Score -463882.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -463885.437500 Penalty: 4161.685547
	Iteration 55Q: 3 clusters Score -463885.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -463886.187500 Penalty: 4161.685547
	Iteration 56Q: 3 clusters Score -463886.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -463890.187500 Penalty: 4161.685547
	Iteration 57Q: 3 clusters Score -463890.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -463893.937500 Penalty: 4161.685547
	Iteration 58Q: 3 clusters Score -463893.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -463898.593750 Penalty: 4161.685547
	Iteration 59Q: 3 clusters Score -463898.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -463899.093750 Penalty: 4161.685547
	Iteration 60F: 3 clusters Score -463899.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -463902.656250 Penalty: 4161.685547
	Iteration 61Q: 3 clusters Score -463902.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -463907.812500 Penalty: 4161.685547
	Iteration 62Q: 3 clusters Score -463907.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -463912.781250 Penalty: 4161.685547
	Iteration 63Q: 3 clusters Score -463912.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -463918.812500 Penalty: 4161.685547
	Iteration 64Q: 3 clusters Score -463918.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -463926.625000 Penalty: 4161.685547
	Iteration 65Q: 3 clusters Score -463926.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -463939.375000 Penalty: 4161.685547
	Iteration 66Q: 3 clusters Score -463939.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -463945.656250 Penalty: 4161.685547
	Iteration 67Q: 3 clusters Score -463945.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -463951.968750 Penalty: 4161.685547
	Iteration 68Q: 3 clusters Score -463952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -463965.031250 Penalty: 4161.685547
	Iteration 69Q: 3 clusters Score -463965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -463973.625000 Penalty: 4161.685547
	Iteration 70Q: 3 clusters Score -463973.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -463977.781250 Penalty: 4161.685547
	Iteration 71Q: 3 clusters Score -463977.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -463979.406250 Penalty: 4161.685547
	Iteration 72Q: 3 clusters Score -463979.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -463981.625000 Penalty: 4161.685547
	Iteration 73Q: 3 clusters Score -463981.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -463983.375000 Penalty: 4161.685547
	Iteration 74Q: 3 clusters Score -463983.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -463985.937500 Penalty: 4161.685547
	Iteration 75Q: 3 clusters Score -463985.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -463989.406250 Penalty: 4161.685547
	Iteration 76Q: 3 clusters Score -463989.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -463991.468750 Penalty: 4161.685547
	Iteration 77Q: 3 clusters Score -463991.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -463994.187500 Penalty: 4161.685547
	Iteration 78Q: 3 clusters Score -463994.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -463995.750000 Penalty: 4161.685547
	Iteration 79Q: 3 clusters Score -463995.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -463999.093750 Penalty: 4161.685547
	Iteration 80F: 3 clusters Score -463999.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -464003.093750 Penalty: 4161.685547
	Iteration 81Q: 3 clusters Score -464003.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -464006.625000 Penalty: 4161.685547
	Iteration 82Q: 3 clusters Score -464006.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -464007.750000 Penalty: 4161.685547
	Iteration 83Q: 3 clusters Score -464007.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -464009.750000 Penalty: 4161.685547
	Iteration 84Q: 3 clusters Score -464009.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -464012.968750 Penalty: 4161.685547
	Iteration 85Q: 3 clusters Score -464013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -464013.843750 Penalty: 4161.685547
	Iteration 86Q: 3 clusters Score -464013.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -464013.843750 Penalty: 4161.685547
	Iteration 87F: 3 clusters Score -464013.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (3491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Entering Unmasked Estep 
Score: -378115.125000 Penalty: 2023.170044
	Iteration 0F: 2 clusters Score -378115.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -374541.718750 Penalty: 4046.340088
	Iteration 0F: 3 clusters Score -374541.7 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -375279.375000 Penalty: 4046.340088
	Iteration 1F: 3 clusters Score -375279.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -375460.281250 Penalty: 4046.340088
	Iteration 2F: 3 clusters Score -375460.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -375549.312500 Penalty: 4046.340088
	Iteration 3Q: 3 clusters Score -375549.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -375596.718750 Penalty: 4046.340088
	Iteration 4Q: 3 clusters Score -375596.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -375630.031250 Penalty: 4046.340088
	Iteration 5Q: 3 clusters Score -375630 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -375654.281250 Penalty: 4046.340088
	Iteration 6Q: 3 clusters Score -375654.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -375674.531250 Penalty: 4046.340088
	Iteration 7Q: 3 clusters Score -375674.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -375691.687500 Penalty: 4046.340088
	Iteration 8Q: 3 clusters Score -375691.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -375705.531250 Penalty: 4046.340088
	Iteration 9Q: 3 clusters Score -375705.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -375715.593750 Penalty: 4046.340088
	Iteration 10Q: 3 clusters Score -375715.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -375724.468750 Penalty: 4046.340088
	Iteration 11Q: 3 clusters Score -375724.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -375728.031250 Penalty: 4046.340088
	Iteration 12Q: 3 clusters Score -375728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -375733.312500 Penalty: 4046.340088
	Iteration 13Q: 3 clusters Score -375733.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -375736.500000 Penalty: 4046.340088
	Iteration 14Q: 3 clusters Score -375736.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -375739.812500 Penalty: 4046.340088
	Iteration 15Q: 3 clusters Score -375739.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -375742.218750 Penalty: 4046.340088
	Iteration 16Q: 3 clusters Score -375742.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -375744.312500 Penalty: 4046.340088
	Iteration 17Q: 3 clusters Score -375744.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -375745.593750 Penalty: 4046.340088
	Iteration 18Q: 3 clusters Score -375745.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -375746.406250 Penalty: 4046.340088
	Iteration 19Q: 3 clusters Score -375746.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -375748.156250 Penalty: 4046.340088
	Iteration 20F: 3 clusters Score -375748.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -375750.218750 Penalty: 4046.340088
	Iteration 21Q: 3 clusters Score -375750.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -375751.281250 Penalty: 4046.340088
	Iteration 22Q: 3 clusters Score -375751.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -375753.468750 Penalty: 4046.340088
	Iteration 23Q: 3 clusters Score -375753.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -375757.656250 Penalty: 4046.340088
	Iteration 24Q: 3 clusters Score -375757.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -375761.906250 Penalty: 4046.340088
	Iteration 25Q: 3 clusters Score -375761.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -375762.750000 Penalty: 4046.340088
	Iteration 26Q: 3 clusters Score -375762.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -375764.156250 Penalty: 4046.340088
	Iteration 27Q: 3 clusters Score -375764.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -375764.656250 Penalty: 4046.340088
	Iteration 28Q: 3 clusters Score -375764.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -375766.062500 Penalty: 4046.340088
	Iteration 29Q: 3 clusters Score -375766.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -375766.593750 Penalty: 4046.340088
	Iteration 30Q: 3 clusters Score -375766.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -375766.468750 Penalty: 4046.340088
	Iteration 31Q: 3 clusters Score -375766.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -375767.656250 Penalty: 4046.340088
	Iteration 32Q: 3 clusters Score -375767.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -375769.187500 Penalty: 4046.340088
	Iteration 33Q: 3 clusters Score -375769.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -375772.062500 Penalty: 4046.340088
	Iteration 34Q: 3 clusters Score -375772.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -375776.000000 Penalty: 4046.340088
	Iteration 35Q: 3 clusters Score -375776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -375779.906250 Penalty: 4046.340088
	Iteration 36Q: 3 clusters Score -375779.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -375785.500000 Penalty: 4046.340088
	Iteration 37Q: 3 clusters Score -375785.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -375790.781250 Penalty: 4046.340088
	Iteration 38Q: 3 clusters Score -375790.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -375794.031250 Penalty: 4046.340088
	Iteration 39Q: 3 clusters Score -375794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -375797.468750 Penalty: 4046.340088
	Iteration 40F: 3 clusters Score -375797.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -375801.156250 Penalty: 4046.340088
	Iteration 41Q: 3 clusters Score -375801.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -375804.562500 Penalty: 4046.340088
	Iteration 42Q: 3 clusters Score -375804.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -375807.625000 Penalty: 4046.340088
	Iteration 43Q: 3 clusters Score -375807.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -375808.625000 Penalty: 4046.340088
	Iteration 44Q: 3 clusters Score -375808.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -375809.656250 Penalty: 4046.340088
	Iteration 45Q: 3 clusters Score -375809.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -375810.062500 Penalty: 4046.340088
	Iteration 46Q: 3 clusters Score -375810.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -375810.406250 Penalty: 4046.340088
	Iteration 47Q: 3 clusters Score -375810.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -375811.437500 Penalty: 4046.340088
	Iteration 48Q: 3 clusters Score -375811.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -375811.937500 Penalty: 4046.340088
	Iteration 49Q: 3 clusters Score -375811.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -375812.531250 Penalty: 4046.340088
	Iteration 50Q: 3 clusters Score -375812.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -375813.062500 Penalty: 4046.340088
	Iteration 51Q: 3 clusters Score -375813.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -375812.656250 Penalty: 4046.340088
	Iteration 52Q: 3 clusters Score -375812.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -375813.812500 Penalty: 4046.340088
	Iteration 53Q: 3 clusters Score -375813.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -375815.656250 Penalty: 4046.340088
	Iteration 54Q: 3 clusters Score -375815.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -375816.093750 Penalty: 4046.340088
	Iteration 55Q: 3 clusters Score -375816.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -375818.093750 Penalty: 4046.340088
	Iteration 56Q: 3 clusters Score -375818.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -375818.843750 Penalty: 4046.340088
	Iteration 57Q: 3 clusters Score -375818.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -375819.562500 Penalty: 4046.340088
	Iteration 58Q: 3 clusters Score -375819.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -375820.343750 Penalty: 4046.340088
	Iteration 59Q: 3 clusters Score -375820.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -375820.281250 Penalty: 4046.340088
	Iteration 60F: 3 clusters Score -375820.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -375820.375000 Penalty: 4046.340088
	Iteration 61Q: 3 clusters Score -375820.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -375820.375000 Penalty: 4046.340088
	Iteration 62F: 3 clusters Score -375820.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (15742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Entering Unmasked Estep 
Score: -1710677.625000 Penalty: 2396.693604
	Iteration 0F: 2 clusters Score -1710678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1699285.375000 Penalty: 4793.387207
	Iteration 0F: 3 clusters Score -1699285 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1702977.250000 Penalty: 4793.387207
	Iteration 1F: 3 clusters Score -1702977 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1703347.125000 Penalty: 4793.387207
	Iteration 2F: 3 clusters Score -1703347 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1703652.250000 Penalty: 4793.387207
	Iteration 3Q: 3 clusters Score -1703652 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1703967.750000 Penalty: 4793.387207
	Iteration 4Q: 3 clusters Score -1703968 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1704333.375000 Penalty: 4793.387207
	Iteration 5Q: 3 clusters Score -1704333 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1704756.375000 Penalty: 4793.387207
	Iteration 6Q: 3 clusters Score -1704756 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1705228.500000 Penalty: 4793.387207
	Iteration 7F: 3 clusters Score -1705228 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1705647.125000 Penalty: 4793.387207
	Iteration 8F: 3 clusters Score -1705647 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1706005.500000 Penalty: 4793.387207
	Iteration 9Q: 3 clusters Score -1706006 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1706340.625000 Penalty: 4793.387207
	Iteration 10Q: 3 clusters Score -1706341 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1706611.750000 Penalty: 4793.387207
	Iteration 11Q: 3 clusters Score -1706612 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1706826.500000 Penalty: 4793.387207
	Iteration 12Q: 3 clusters Score -1706826 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1706959.125000 Penalty: 4793.387207
	Iteration 13Q: 3 clusters Score -1706959 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1707055.875000 Penalty: 4793.387207
	Iteration 14Q: 3 clusters Score -1707056 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1707125.125000 Penalty: 4793.387207
	Iteration 15Q: 3 clusters Score -1707125 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1707186.250000 Penalty: 4793.387207
	Iteration 16Q: 3 clusters Score -1707186 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1707234.750000 Penalty: 4793.387207
	Iteration 17Q: 3 clusters Score -1707235 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1707279.125000 Penalty: 4793.387207
	Iteration 18Q: 3 clusters Score -1707279 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1707330.000000 Penalty: 4793.387207
	Iteration 19Q: 3 clusters Score -1707330 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1707375.875000 Penalty: 4793.387207
	Iteration 20F: 3 clusters Score -1707376 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1707407.375000 Penalty: 4793.387207
	Iteration 21Q: 3 clusters Score -1707407 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1707445.625000 Penalty: 4793.387207
	Iteration 22Q: 3 clusters Score -1707446 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1707480.250000 Penalty: 4793.387207
	Iteration 23Q: 3 clusters Score -1707480 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1707510.750000 Penalty: 4793.387207
	Iteration 24Q: 3 clusters Score -1707511 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1707539.125000 Penalty: 4793.387207
	Iteration 25Q: 3 clusters Score -1707539 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1707577.625000 Penalty: 4793.387207
	Iteration 26Q: 3 clusters Score -1707578 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1707607.125000 Penalty: 4793.387207
	Iteration 27Q: 3 clusters Score -1707607 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1707652.250000 Penalty: 4793.387207
	Iteration 28Q: 3 clusters Score -1707652 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1707696.125000 Penalty: 4793.387207
	Iteration 29Q: 3 clusters Score -1707696 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1707736.125000 Penalty: 4793.387207
	Iteration 30Q: 3 clusters Score -1707736 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1707781.375000 Penalty: 4793.387207
	Iteration 31Q: 3 clusters Score -1707781 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1707823.375000 Penalty: 4793.387207
	Iteration 32Q: 3 clusters Score -1707823 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1707854.250000 Penalty: 4793.387207
	Iteration 33Q: 3 clusters Score -1707854 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1707877.125000 Penalty: 4793.387207
	Iteration 34Q: 3 clusters Score -1707877 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1707900.875000 Penalty: 4793.387207
	Iteration 35Q: 3 clusters Score -1707901 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1707936.250000 Penalty: 4793.387207
	Iteration 36Q: 3 clusters Score -1707936 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1707954.000000 Penalty: 4793.387207
	Iteration 37Q: 3 clusters Score -1707954 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1707983.250000 Penalty: 4793.387207
	Iteration 38Q: 3 clusters Score -1707983 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1708014.250000 Penalty: 4793.387207
	Iteration 39Q: 3 clusters Score -1708014 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1708040.250000 Penalty: 4793.387207
	Iteration 40F: 3 clusters Score -1708040 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1708076.375000 Penalty: 4793.387207
	Iteration 41Q: 3 clusters Score -1708076 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1708099.125000 Penalty: 4793.387207
	Iteration 42Q: 3 clusters Score -1708099 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1708123.250000 Penalty: 4793.387207
	Iteration 43Q: 3 clusters Score -1708123 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1708150.500000 Penalty: 4793.387207
	Iteration 44Q: 3 clusters Score -1708150 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1708180.375000 Penalty: 4793.387207
	Iteration 45Q: 3 clusters Score -1708180 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1708202.000000 Penalty: 4793.387207
	Iteration 46Q: 3 clusters Score -1708202 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1708235.125000 Penalty: 4793.387207
	Iteration 47Q: 3 clusters Score -1708235 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1708269.500000 Penalty: 4793.387207
	Iteration 48Q: 3 clusters Score -1708270 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1708291.125000 Penalty: 4793.387207
	Iteration 49Q: 3 clusters Score -1708291 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1708311.375000 Penalty: 4793.387207
	Iteration 50Q: 3 clusters Score -1708311 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -1708334.125000 Penalty: 4793.387207
	Iteration 51Q: 3 clusters Score -1708334 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1708351.000000 Penalty: 4793.387207
	Iteration 52Q: 3 clusters Score -1708351 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1708366.500000 Penalty: 4793.387207
	Iteration 53Q: 3 clusters Score -1708366 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -1708383.125000 Penalty: 4793.387207
	Iteration 54Q: 3 clusters Score -1708383 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -1708397.375000 Penalty: 4793.387207
	Iteration 55Q: 3 clusters Score -1708397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -1708415.625000 Penalty: 4793.387207
	Iteration 56Q: 3 clusters Score -1708416 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -1708430.375000 Penalty: 4793.387207
	Iteration 57Q: 3 clusters Score -1708430 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -1708438.625000 Penalty: 4793.387207
	Iteration 58Q: 3 clusters Score -1708439 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -1708453.375000 Penalty: 4793.387207
	Iteration 59Q: 3 clusters Score -1708453 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1708473.125000 Penalty: 4793.387207
	Iteration 60F: 3 clusters Score -1708473 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -1708481.625000 Penalty: 4793.387207
	Iteration 61Q: 3 clusters Score -1708482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1708495.625000 Penalty: 4793.387207
	Iteration 62Q: 3 clusters Score -1708496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -1708506.750000 Penalty: 4793.387207
	Iteration 63Q: 3 clusters Score -1708507 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -1708516.375000 Penalty: 4793.387207
	Iteration 64Q: 3 clusters Score -1708516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -1708518.875000 Penalty: 4793.387207
	Iteration 65Q: 3 clusters Score -1708519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -1708527.500000 Penalty: 4793.387207
	Iteration 66Q: 3 clusters Score -1708528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1708533.000000 Penalty: 4793.387207
	Iteration 67Q: 3 clusters Score -1708533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -1708540.000000 Penalty: 4793.387207
	Iteration 68Q: 3 clusters Score -1708540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1708538.125000 Penalty: 4793.387207
	Iteration 69Q: 3 clusters Score -1708538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -1708540.500000 Penalty: 4793.387207
	Iteration 70Q: 3 clusters Score -1708540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -1708539.000000 Penalty: 4793.387207
	Iteration 71Q: 3 clusters Score -1708539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -1708540.125000 Penalty: 4793.387207
	Iteration 72Q: 3 clusters Score -1708540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -1708548.625000 Penalty: 4793.387207
	Iteration 73Q: 3 clusters Score -1708549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -1708550.250000 Penalty: 4793.387207
	Iteration 74Q: 3 clusters Score -1708550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -1708552.125000 Penalty: 4793.387207
	Iteration 75Q: 3 clusters Score -1708552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -1708554.125000 Penalty: 4793.387207
	Iteration 76Q: 3 clusters Score -1708554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -1708557.125000 Penalty: 4793.387207
	Iteration 77Q: 3 clusters Score -1708557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1708554.375000 Penalty: 4793.387207
	Iteration 78Q: 3 clusters Score -1708554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -1708558.125000 Penalty: 4793.387207
	Iteration 79Q: 3 clusters Score -1708558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -1708565.125000 Penalty: 4793.387207
	Iteration 80F: 3 clusters Score -1708565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (13698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Entering Unmasked Estep 
Score: -1502604.250000 Penalty: 2362.201416
	Iteration 0F: 2 clusters Score -1502604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1492514.000000 Penalty: 4724.402832
	Iteration 0F: 3 clusters Score -1492514 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1495651.000000 Penalty: 4724.402832
	Iteration 1F: 3 clusters Score -1495651 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1496005.125000 Penalty: 4724.402832
	Iteration 2F: 3 clusters Score -1496005 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1496263.125000 Penalty: 4724.402832
	Iteration 3Q: 3 clusters Score -1496263 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1496435.500000 Penalty: 4724.402832
	Iteration 4Q: 3 clusters Score -1496436 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1496577.625000 Penalty: 4724.402832
	Iteration 5Q: 3 clusters Score -1496578 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1496685.375000 Penalty: 4724.402832
	Iteration 6Q: 3 clusters Score -1496685 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1496793.375000 Penalty: 4724.402832
	Iteration 7Q: 3 clusters Score -1496793 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1496901.625000 Penalty: 4724.402832
	Iteration 8Q: 3 clusters Score -1496902 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1497007.625000 Penalty: 4724.402832
	Iteration 9Q: 3 clusters Score -1497008 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1497131.625000 Penalty: 4724.402832
	Iteration 10Q: 3 clusters Score -1497132 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1497284.000000 Penalty: 4724.402832
	Iteration 11Q: 3 clusters Score -1497284 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1497476.750000 Penalty: 4724.402832
	Iteration 12Q: 3 clusters Score -1497477 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1497721.625000 Penalty: 4724.402832
	Iteration 13Q: 3 clusters Score -1497722 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1498059.000000 Penalty: 4724.402832
	Iteration 14Q: 3 clusters Score -1498059 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1498486.375000 Penalty: 4724.402832
	Iteration 15Q: 3 clusters Score -1498486 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1498908.250000 Penalty: 4724.402832
	Iteration 16Q: 3 clusters Score -1498908 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1499311.000000 Penalty: 4724.402832
	Iteration 17Q: 3 clusters Score -1499311 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1499644.250000 Penalty: 4724.402832
	Iteration 18Q: 3 clusters Score -1499644 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1499905.500000 Penalty: 4724.402832
	Iteration 19Q: 3 clusters Score -1499906 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1500092.875000 Penalty: 4724.402832
	Iteration 20F: 3 clusters Score -1500093 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1500228.000000 Penalty: 4724.402832
	Iteration 21Q: 3 clusters Score -1500228 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1500334.500000 Penalty: 4724.402832
	Iteration 22Q: 3 clusters Score -1500334 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1500390.000000 Penalty: 4724.402832
	Iteration 23Q: 3 clusters Score -1500390 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -1500435.750000 Penalty: 4724.402832
	Iteration 24Q: 3 clusters Score -1500436 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1500480.250000 Penalty: 4724.402832
	Iteration 25Q: 3 clusters Score -1500480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1500505.625000 Penalty: 4724.402832
	Iteration 26Q: 3 clusters Score -1500506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1500532.125000 Penalty: 4724.402832
	Iteration 27Q: 3 clusters Score -1500532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1500550.625000 Penalty: 4724.402832
	Iteration 28Q: 3 clusters Score -1500551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1500553.625000 Penalty: 4724.402832
	Iteration 29Q: 3 clusters Score -1500554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1500555.375000 Penalty: 4724.402832
	Iteration 30Q: 3 clusters Score -1500555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1500555.375000 Penalty: 4724.402832
	Iteration 31F: 3 clusters Score -1500555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58142 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 7511 members 
Mstep: Class 7 contains 1858 members 
Mstep: Class 8 contains 6105 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90167 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 31333 members 
Mstep: Class 13 contains 6631 members 
Mstep: Class 14 contains 4482 members 
Mstep: Class 15 contains 10897 members 
Mstep: Class 16 contains 17292 members 
Mstep: Class 17 contains 4786 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28634 members 
Mstep: Class 20 contains 10583 members 
Mstep: Class 21 contains 15783 members 
Mstep: Class 22 contains 9968 members 
Mstep: Class 23 contains 25409 members 
Mstep: Class 24 contains 15502 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9572 members 
Mstep: Class 28 contains 14062 members 
Mstep: Class 29 contains 5618 members 
Mstep: Class 30 contains 17897 members 
Mstep: Class 31 contains 17194 members 
Mstep: Class 32 contains 10631 members 
Mstep: Class 33 contains 6912 members 
Mstep: Class 34 contains 4645 members 
Mstep: Class 35 contains 12249 members 
Mstep: Class 36 contains 27952 members 
Mstep: Class 37 contains 19691 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8925 members 
Mstep: Class 40 contains 3442 members 
Mstep: Class 41 contains 16944 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3627 members 
Mstep: Class 44 contains 7540 members 
Mstep: Class 45 contains 5384 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5792 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16156 members 
Mstep: Class 50 contains 14358 members 
Mstep: Class 51 contains 4405 members 
Mstep: Class 52 contains 3491 members 
Mstep: Class 53 contains 15742 members 
Mstep: Class 54 contains 13698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767944.000000 Penalty: 179211.343750
Iteration 159Q: 55 clusters Score -6.476794e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58171 members 
Mstep: Class 5 contains 21587 members 
Mstep: Class 6 contains 7497 members 
Mstep: Class 7 contains 1858 members 
Mstep: Class 8 contains 6106 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90169 members 
Mstep: Class 11 contains 7743 members 
Mstep: Class 12 contains 31335 members 
Mstep: Class 13 contains 6611 members 
Mstep: Class 14 contains 4490 members 
Mstep: Class 15 contains 10888 members 
Mstep: Class 16 contains 17306 members 
Mstep: Class 17 contains 4788 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28641 members 
Mstep: Class 20 contains 10576 members 
Mstep: Class 21 contains 15729 members 
Mstep: Class 22 contains 9968 members 
Mstep: Class 23 contains 25412 members 
Mstep: Class 24 contains 15492 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9572 members 
Mstep: Class 28 contains 14062 members 
Mstep: Class 29 contains 5610 members 
Mstep: Class 30 contains 17911 members 
Mstep: Class 31 contains 17180 members 
Mstep: Class 32 contains 10626 members 
Mstep: Class 33 contains 6912 members 
Mstep: Class 34 contains 4645 members 
Mstep: Class 35 contains 12248 members 
Mstep: Class 36 contains 27945 members 
Mstep: Class 37 contains 19705 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8928 members 
Mstep: Class 40 contains 3441 members 
Mstep: Class 41 contains 16946 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3627 members 
Mstep: Class 44 contains 7535 members 
Mstep: Class 45 contains 5383 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5800 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16158 members 
Mstep: Class 50 contains 14348 members 
Mstep: Class 51 contains 4408 members 
Mstep: Class 52 contains 3489 members 
Mstep: Class 53 contains 15785 members 
Mstep: Class 54 contains 13706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64767960.000000 Penalty: 179211.343750
Iteration 160F: 55 clusters Score -6.476796e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58188 members 
Mstep: Class 5 contains 21585 members 
Mstep: Class 6 contains 7494 members 
Mstep: Class 7 contains 1857 members 
Mstep: Class 8 contains 6104 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90172 members 
Mstep: Class 11 contains 7744 members 
Mstep: Class 12 contains 31338 members 
Mstep: Class 13 contains 6601 members 
Mstep: Class 14 contains 4497 members 
Mstep: Class 15 contains 10871 members 
Mstep: Class 16 contains 17316 members 
Mstep: Class 17 contains 4789 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28651 members 
Mstep: Class 20 contains 10572 members 
Mstep: Class 21 contains 15549 members 
Mstep: Class 22 contains 9968 members 
Mstep: Class 23 contains 25423 members 
Mstep: Class 24 contains 15486 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9573 members 
Mstep: Class 28 contains 14061 members 
Mstep: Class 29 contains 5609 members 
Mstep: Class 30 contains 17915 members 
Mstep: Class 31 contains 17159 members 
Mstep: Class 32 contains 10616 members 
Mstep: Class 33 contains 6912 members 
Mstep: Class 34 contains 4646 members 
Mstep: Class 35 contains 12243 members 
Mstep: Class 36 contains 27933 members 
Mstep: Class 37 contains 19717 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8934 members 
Mstep: Class 40 contains 3442 members 
Mstep: Class 41 contains 16951 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3627 members 
Mstep: Class 44 contains 7533 members 
Mstep: Class 45 contains 5381 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5810 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16158 members 
Mstep: Class 50 contains 14347 members 
Mstep: Class 51 contains 4411 members 
Mstep: Class 52 contains 3490 members 
Mstep: Class 53 contains 15953 members 
Mstep: Class 54 contains 13711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768336.000000 Penalty: 179211.343750
Iteration 161Q: 55 clusters Score -6.476834e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58196 members 
Mstep: Class 5 contains 21582 members 
Mstep: Class 6 contains 7494 members 
Mstep: Class 7 contains 1858 members 
Mstep: Class 8 contains 6106 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90173 members 
Mstep: Class 11 contains 7744 members 
Mstep: Class 12 contains 31337 members 
Mstep: Class 13 contains 6581 members 
Mstep: Class 14 contains 4506 members 
Mstep: Class 15 contains 10856 members 
Mstep: Class 16 contains 17331 members 
Mstep: Class 17 contains 4791 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28660 members 
Mstep: Class 20 contains 10568 members 
Mstep: Class 21 contains 15371 members 
Mstep: Class 22 contains 9967 members 
Mstep: Class 23 contains 25431 members 
Mstep: Class 24 contains 15477 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9573 members 
Mstep: Class 28 contains 14061 members 
Mstep: Class 29 contains 5609 members 
Mstep: Class 30 contains 17936 members 
Mstep: Class 31 contains 17140 members 
Mstep: Class 32 contains 10604 members 
Mstep: Class 33 contains 6912 members 
Mstep: Class 34 contains 4651 members 
Mstep: Class 35 contains 12251 members 
Mstep: Class 36 contains 27920 members 
Mstep: Class 37 contains 19724 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8932 members 
Mstep: Class 40 contains 3434 members 
Mstep: Class 41 contains 16959 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3629 members 
Mstep: Class 44 contains 7534 members 
Mstep: Class 45 contains 5379 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5837 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16156 members 
Mstep: Class 50 contains 14358 members 
Mstep: Class 51 contains 4414 members 
Mstep: Class 52 contains 3488 members 
Mstep: Class 53 contains 16093 members 
Mstep: Class 54 contains 13714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768264.000000 Penalty: 179211.343750
Iteration 162Q: 55 clusters Score -6.476826e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58199 members 
Mstep: Class 5 contains 21580 members 
Mstep: Class 6 contains 7515 members 
Mstep: Class 7 contains 1858 members 
Mstep: Class 8 contains 6108 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90172 members 
Mstep: Class 11 contains 7743 members 
Mstep: Class 12 contains 31331 members 
Mstep: Class 13 contains 6567 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 10844 members 
Mstep: Class 16 contains 17338 members 
Mstep: Class 17 contains 4795 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28662 members 
Mstep: Class 20 contains 10570 members 
Mstep: Class 21 contains 15237 members 
Mstep: Class 22 contains 9968 members 
Mstep: Class 23 contains 25442 members 
Mstep: Class 24 contains 15471 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9573 members 
Mstep: Class 28 contains 14060 members 
Mstep: Class 29 contains 5612 members 
Mstep: Class 30 contains 17939 members 
Mstep: Class 31 contains 17111 members 
Mstep: Class 32 contains 10602 members 
Mstep: Class 33 contains 6912 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12253 members 
Mstep: Class 36 contains 27916 members 
Mstep: Class 37 contains 19734 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8931 members 
Mstep: Class 40 contains 3424 members 
Mstep: Class 41 contains 16960 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3629 members 
Mstep: Class 44 contains 7531 members 
Mstep: Class 45 contains 5379 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5855 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14363 members 
Mstep: Class 51 contains 4419 members 
Mstep: Class 52 contains 3486 members 
Mstep: Class 53 contains 16214 members 
Mstep: Class 54 contains 13715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768544.000000 Penalty: 179211.343750
Iteration 163Q: 55 clusters Score -6.476854e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58207 members 
Mstep: Class 5 contains 21581 members 
Mstep: Class 6 contains 7538 members 
Mstep: Class 7 contains 1852 members 
Mstep: Class 8 contains 6110 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90176 members 
Mstep: Class 11 contains 7739 members 
Mstep: Class 12 contains 31317 members 
Mstep: Class 13 contains 6546 members 
Mstep: Class 14 contains 4516 members 
Mstep: Class 15 contains 10832 members 
Mstep: Class 16 contains 17343 members 
Mstep: Class 17 contains 4796 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28664 members 
Mstep: Class 20 contains 10569 members 
Mstep: Class 21 contains 15112 members 
Mstep: Class 22 contains 9969 members 
Mstep: Class 23 contains 25453 members 
Mstep: Class 24 contains 15467 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9573 members 
Mstep: Class 28 contains 14062 members 
Mstep: Class 29 contains 5614 members 
Mstep: Class 30 contains 17970 members 
Mstep: Class 31 contains 17088 members 
Mstep: Class 32 contains 10588 members 
Mstep: Class 33 contains 6912 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 27907 members 
Mstep: Class 37 contains 19737 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8931 members 
Mstep: Class 40 contains 3422 members 
Mstep: Class 41 contains 16962 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3630 members 
Mstep: Class 44 contains 7535 members 
Mstep: Class 45 contains 5379 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5864 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14371 members 
Mstep: Class 51 contains 4421 members 
Mstep: Class 52 contains 3484 members 
Mstep: Class 53 contains 16315 members 
Mstep: Class 54 contains 13717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768524.000000 Penalty: 179211.343750
Iteration 164Q: 55 clusters Score -6.476852e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58217 members 
Mstep: Class 5 contains 21582 members 
Mstep: Class 6 contains 7550 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 8 contains 6113 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90175 members 
Mstep: Class 11 contains 7735 members 
Mstep: Class 12 contains 31311 members 
Mstep: Class 13 contains 6524 members 
Mstep: Class 14 contains 4521 members 
Mstep: Class 15 contains 10810 members 
Mstep: Class 16 contains 17351 members 
Mstep: Class 17 contains 4797 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28666 members 
Mstep: Class 20 contains 10568 members 
Mstep: Class 21 contains 15011 members 
Mstep: Class 22 contains 9974 members 
Mstep: Class 23 contains 25473 members 
Mstep: Class 24 contains 15461 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9573 members 
Mstep: Class 28 contains 14063 members 
Mstep: Class 29 contains 5613 members 
Mstep: Class 30 contains 17984 members 
Mstep: Class 31 contains 17075 members 
Mstep: Class 32 contains 10583 members 
Mstep: Class 33 contains 6912 members 
Mstep: Class 34 contains 4657 members 
Mstep: Class 35 contains 12256 members 
Mstep: Class 36 contains 27892 members 
Mstep: Class 37 contains 19745 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8933 members 
Mstep: Class 40 contains 3417 members 
Mstep: Class 41 contains 16962 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3630 members 
Mstep: Class 44 contains 7535 members 
Mstep: Class 45 contains 5379 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5886 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16156 members 
Mstep: Class 50 contains 14382 members 
Mstep: Class 51 contains 4425 members 
Mstep: Class 52 contains 3483 members 
Mstep: Class 53 contains 16385 members 
Mstep: Class 54 contains 13721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768492.000000 Penalty: 179211.343750
Iteration 165Q: 55 clusters Score -6.476849e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58218 members 
Mstep: Class 5 contains 21582 members 
Mstep: Class 6 contains 7578 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 6118 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90175 members 
Mstep: Class 11 contains 7731 members 
Mstep: Class 12 contains 31315 members 
Mstep: Class 13 contains 6513 members 
Mstep: Class 14 contains 4529 members 
Mstep: Class 15 contains 10797 members 
Mstep: Class 16 contains 17355 members 
Mstep: Class 17 contains 4797 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28673 members 
Mstep: Class 20 contains 10569 members 
Mstep: Class 21 contains 14919 members 
Mstep: Class 22 contains 9979 members 
Mstep: Class 23 contains 25487 members 
Mstep: Class 24 contains 15455 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9573 members 
Mstep: Class 28 contains 14063 members 
Mstep: Class 29 contains 5613 members 
Mstep: Class 30 contains 17995 members 
Mstep: Class 31 contains 17067 members 
Mstep: Class 32 contains 10568 members 
Mstep: Class 33 contains 6912 members 
Mstep: Class 34 contains 4658 members 
Mstep: Class 35 contains 12251 members 
Mstep: Class 36 contains 27876 members 
Mstep: Class 37 contains 19749 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8932 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16962 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3630 members 
Mstep: Class 44 contains 7543 members 
Mstep: Class 45 contains 5380 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5901 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16156 members 
Mstep: Class 50 contains 14393 members 
Mstep: Class 51 contains 4426 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16433 members 
Mstep: Class 54 contains 13721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768576.000000 Penalty: 179211.343750
Iteration 166Q: 55 clusters Score -6.476858e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58226 members 
Mstep: Class 5 contains 21581 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90175 members 
Mstep: Class 11 contains 7730 members 
Mstep: Class 12 contains 31317 members 
Mstep: Class 13 contains 6497 members 
Mstep: Class 14 contains 4534 members 
Mstep: Class 15 contains 10789 members 
Mstep: Class 16 contains 17358 members 
Mstep: Class 17 contains 4796 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28676 members 
Mstep: Class 20 contains 10565 members 
Mstep: Class 21 contains 14844 members 
Mstep: Class 22 contains 9983 members 
Mstep: Class 23 contains 25503 members 
Mstep: Class 24 contains 15445 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9574 members 
Mstep: Class 28 contains 14062 members 
Mstep: Class 29 contains 5612 members 
Mstep: Class 30 contains 17995 members 
Mstep: Class 31 contains 17057 members 
Mstep: Class 32 contains 10551 members 
Mstep: Class 33 contains 6912 members 
Mstep: Class 34 contains 4660 members 
Mstep: Class 35 contains 12244 members 
Mstep: Class 36 contains 27867 members 
Mstep: Class 37 contains 19760 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8933 members 
Mstep: Class 40 contains 3410 members 
Mstep: Class 41 contains 16967 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3630 members 
Mstep: Class 44 contains 7547 members 
Mstep: Class 45 contains 5382 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5913 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16153 members 
Mstep: Class 50 contains 14407 members 
Mstep: Class 51 contains 4429 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16473 members 
Mstep: Class 54 contains 13723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768504.000000 Penalty: 179211.343750
Iteration 167Q: 55 clusters Score -6.47685e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58239 members 
Mstep: Class 5 contains 21581 members 
Mstep: Class 6 contains 7624 members 
Mstep: Class 7 contains 1848 members 
Mstep: Class 8 contains 6127 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90173 members 
Mstep: Class 11 contains 7732 members 
Mstep: Class 12 contains 31319 members 
Mstep: Class 13 contains 6478 members 
Mstep: Class 14 contains 4542 members 
Mstep: Class 15 contains 10777 members 
Mstep: Class 16 contains 17361 members 
Mstep: Class 17 contains 4796 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28681 members 
Mstep: Class 20 contains 10563 members 
Mstep: Class 21 contains 14791 members 
Mstep: Class 22 contains 9989 members 
Mstep: Class 23 contains 25511 members 
Mstep: Class 24 contains 15441 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9574 members 
Mstep: Class 28 contains 14062 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 17994 members 
Mstep: Class 31 contains 17049 members 
Mstep: Class 32 contains 10547 members 
Mstep: Class 33 contains 6913 members 
Mstep: Class 34 contains 4662 members 
Mstep: Class 35 contains 12235 members 
Mstep: Class 36 contains 27853 members 
Mstep: Class 37 contains 19768 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8933 members 
Mstep: Class 40 contains 3409 members 
Mstep: Class 41 contains 16964 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3630 members 
Mstep: Class 44 contains 7552 members 
Mstep: Class 45 contains 5382 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5919 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16153 members 
Mstep: Class 50 contains 14410 members 
Mstep: Class 51 contains 4432 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16505 members 
Mstep: Class 54 contains 13725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768568.000000 Penalty: 179211.343750
Iteration 168Q: 55 clusters Score -6.476857e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58237 members 
Mstep: Class 5 contains 21583 members 
Mstep: Class 6 contains 7633 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 8 contains 6134 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90172 members 
Mstep: Class 11 contains 7734 members 
Mstep: Class 12 contains 31319 members 
Mstep: Class 13 contains 6462 members 
Mstep: Class 14 contains 4548 members 
Mstep: Class 15 contains 10770 members 
Mstep: Class 16 contains 17362 members 
Mstep: Class 17 contains 4797 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28689 members 
Mstep: Class 20 contains 10562 members 
Mstep: Class 21 contains 14752 members 
Mstep: Class 22 contains 9993 members 
Mstep: Class 23 contains 25518 members 
Mstep: Class 24 contains 15434 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9574 members 
Mstep: Class 28 contains 14063 members 
Mstep: Class 29 contains 5604 members 
Mstep: Class 30 contains 17996 members 
Mstep: Class 31 contains 17043 members 
Mstep: Class 32 contains 10542 members 
Mstep: Class 33 contains 6913 members 
Mstep: Class 34 contains 4662 members 
Mstep: Class 35 contains 12233 members 
Mstep: Class 36 contains 27834 members 
Mstep: Class 37 contains 19773 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8939 members 
Mstep: Class 40 contains 3411 members 
Mstep: Class 41 contains 16965 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3630 members 
Mstep: Class 44 contains 7556 members 
Mstep: Class 45 contains 5382 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5931 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16154 members 
Mstep: Class 50 contains 14411 members 
Mstep: Class 51 contains 4436 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16526 members 
Mstep: Class 54 contains 13727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768632.000000 Penalty: 179211.343750
Iteration 169Q: 55 clusters Score -6.476863e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58247 members 
Mstep: Class 5 contains 21583 members 
Mstep: Class 6 contains 7644 members 
Mstep: Class 7 contains 1858 members 
Mstep: Class 8 contains 6139 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90172 members 
Mstep: Class 11 contains 7741 members 
Mstep: Class 12 contains 31316 members 
Mstep: Class 13 contains 6459 members 
Mstep: Class 14 contains 4551 members 
Mstep: Class 15 contains 10757 members 
Mstep: Class 16 contains 17364 members 
Mstep: Class 17 contains 4799 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28696 members 
Mstep: Class 20 contains 10559 members 
Mstep: Class 21 contains 14719 members 
Mstep: Class 22 contains 9996 members 
Mstep: Class 23 contains 25526 members 
Mstep: Class 24 contains 15425 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9574 members 
Mstep: Class 28 contains 14063 members 
Mstep: Class 29 contains 5601 members 
Mstep: Class 30 contains 17992 members 
Mstep: Class 31 contains 17034 members 
Mstep: Class 32 contains 10538 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 4663 members 
Mstep: Class 35 contains 12232 members 
Mstep: Class 36 contains 27817 members 
Mstep: Class 37 contains 19779 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8941 members 
Mstep: Class 40 contains 3412 members 
Mstep: Class 41 contains 16965 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3630 members 
Mstep: Class 44 contains 7558 members 
Mstep: Class 45 contains 5382 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5938 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16153 members 
Mstep: Class 50 contains 14409 members 
Mstep: Class 51 contains 4439 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16540 members 
Mstep: Class 54 contains 13730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768688.000000 Penalty: 179211.343750
Iteration 170Q: 55 clusters Score -6.476869e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58261 members 
Mstep: Class 5 contains 21583 members 
Mstep: Class 6 contains 7657 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6139 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90171 members 
Mstep: Class 11 contains 7750 members 
Mstep: Class 12 contains 31321 members 
Mstep: Class 13 contains 6457 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 10740 members 
Mstep: Class 16 contains 17356 members 
Mstep: Class 17 contains 4800 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28701 members 
Mstep: Class 20 contains 10557 members 
Mstep: Class 21 contains 14677 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 25536 members 
Mstep: Class 24 contains 15421 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9574 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5599 members 
Mstep: Class 30 contains 17993 members 
Mstep: Class 31 contains 17029 members 
Mstep: Class 32 contains 10535 members 
Mstep: Class 33 contains 6915 members 
Mstep: Class 34 contains 4663 members 
Mstep: Class 35 contains 12225 members 
Mstep: Class 36 contains 27800 members 
Mstep: Class 37 contains 19784 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8943 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16966 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3629 members 
Mstep: Class 44 contains 7554 members 
Mstep: Class 45 contains 5382 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5953 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16153 members 
Mstep: Class 50 contains 14410 members 
Mstep: Class 51 contains 4444 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16553 members 
Mstep: Class 54 contains 13730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768752.000000 Penalty: 179211.343750
Iteration 171Q: 55 clusters Score -6.476875e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58278 members 
Mstep: Class 5 contains 21583 members 
Mstep: Class 6 contains 7664 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 6138 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90170 members 
Mstep: Class 11 contains 7753 members 
Mstep: Class 12 contains 31313 members 
Mstep: Class 13 contains 6453 members 
Mstep: Class 14 contains 4561 members 
Mstep: Class 15 contains 10725 members 
Mstep: Class 16 contains 17355 members 
Mstep: Class 17 contains 4801 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28703 members 
Mstep: Class 20 contains 10553 members 
Mstep: Class 21 contains 14646 members 
Mstep: Class 22 contains 10003 members 
Mstep: Class 23 contains 25550 members 
Mstep: Class 24 contains 15417 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9574 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5594 members 
Mstep: Class 30 contains 17990 members 
Mstep: Class 31 contains 17025 members 
Mstep: Class 32 contains 10536 members 
Mstep: Class 33 contains 6916 members 
Mstep: Class 34 contains 4662 members 
Mstep: Class 35 contains 12216 members 
Mstep: Class 36 contains 27794 members 
Mstep: Class 37 contains 19788 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8945 members 
Mstep: Class 40 contains 3412 members 
Mstep: Class 41 contains 16966 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3629 members 
Mstep: Class 44 contains 7551 members 
Mstep: Class 45 contains 5382 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5968 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16152 members 
Mstep: Class 50 contains 14412 members 
Mstep: Class 51 contains 4446 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16570 members 
Mstep: Class 54 contains 13731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768764.000000 Penalty: 179211.343750
Iteration 172Q: 55 clusters Score -6.476876e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58286 members 
Mstep: Class 5 contains 21584 members 
Mstep: Class 6 contains 7670 members 
Mstep: Class 7 contains 1866 members 
Mstep: Class 8 contains 6137 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90171 members 
Mstep: Class 11 contains 7754 members 
Mstep: Class 12 contains 31306 members 
Mstep: Class 13 contains 6445 members 
Mstep: Class 14 contains 4563 members 
Mstep: Class 15 contains 10713 members 
Mstep: Class 16 contains 17352 members 
Mstep: Class 17 contains 4800 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28703 members 
Mstep: Class 20 contains 10551 members 
Mstep: Class 21 contains 14630 members 
Mstep: Class 22 contains 10005 members 
Mstep: Class 23 contains 25561 members 
Mstep: Class 24 contains 15418 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9574 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5592 members 
Mstep: Class 30 contains 17998 members 
Mstep: Class 31 contains 17022 members 
Mstep: Class 32 contains 10532 members 
Mstep: Class 33 contains 6916 members 
Mstep: Class 34 contains 4662 members 
Mstep: Class 35 contains 12209 members 
Mstep: Class 36 contains 27786 members 
Mstep: Class 37 contains 19797 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8944 members 
Mstep: Class 40 contains 3409 members 
Mstep: Class 41 contains 16964 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3629 members 
Mstep: Class 44 contains 7548 members 
Mstep: Class 45 contains 5382 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5976 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16153 members 
Mstep: Class 50 contains 14420 members 
Mstep: Class 51 contains 4448 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16584 members 
Mstep: Class 54 contains 13730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768760.000000 Penalty: 179211.343750
Iteration 173Q: 55 clusters Score -6.476876e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58299 members 
Mstep: Class 5 contains 21583 members 
Mstep: Class 6 contains 7672 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 6136 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90170 members 
Mstep: Class 11 contains 7760 members 
Mstep: Class 12 contains 31302 members 
Mstep: Class 13 contains 6434 members 
Mstep: Class 14 contains 4566 members 
Mstep: Class 15 contains 10701 members 
Mstep: Class 16 contains 17347 members 
Mstep: Class 17 contains 4799 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28702 members 
Mstep: Class 20 contains 10547 members 
Mstep: Class 21 contains 14603 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 25573 members 
Mstep: Class 24 contains 15417 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9575 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5591 members 
Mstep: Class 30 contains 17999 members 
Mstep: Class 31 contains 17020 members 
Mstep: Class 32 contains 10532 members 
Mstep: Class 33 contains 6916 members 
Mstep: Class 34 contains 4662 members 
Mstep: Class 35 contains 12210 members 
Mstep: Class 36 contains 27779 members 
Mstep: Class 37 contains 19799 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8947 members 
Mstep: Class 40 contains 3408 members 
Mstep: Class 41 contains 16969 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3632 members 
Mstep: Class 44 contains 7547 members 
Mstep: Class 45 contains 5382 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5989 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16154 members 
Mstep: Class 50 contains 14422 members 
Mstep: Class 51 contains 4451 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16595 members 
Mstep: Class 54 contains 13731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768776.000000 Penalty: 179211.343750
Iteration 174Q: 55 clusters Score -6.476878e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58313 members 
Mstep: Class 5 contains 21582 members 
Mstep: Class 6 contains 7676 members 
Mstep: Class 7 contains 1867 members 
Mstep: Class 8 contains 6136 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90168 members 
Mstep: Class 11 contains 7766 members 
Mstep: Class 12 contains 31300 members 
Mstep: Class 13 contains 6425 members 
Mstep: Class 14 contains 4574 members 
Mstep: Class 15 contains 10696 members 
Mstep: Class 16 contains 17351 members 
Mstep: Class 17 contains 4799 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28703 members 
Mstep: Class 20 contains 10544 members 
Mstep: Class 21 contains 14587 members 
Mstep: Class 22 contains 10005 members 
Mstep: Class 23 contains 25581 members 
Mstep: Class 24 contains 15410 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5586 members 
Mstep: Class 30 contains 17992 members 
Mstep: Class 31 contains 17018 members 
Mstep: Class 32 contains 10528 members 
Mstep: Class 33 contains 6913 members 
Mstep: Class 34 contains 4662 members 
Mstep: Class 35 contains 12202 members 
Mstep: Class 36 contains 27769 members 
Mstep: Class 37 contains 19802 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8948 members 
Mstep: Class 40 contains 3409 members 
Mstep: Class 41 contains 16970 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3635 members 
Mstep: Class 44 contains 7547 members 
Mstep: Class 45 contains 5382 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 5996 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14427 members 
Mstep: Class 51 contains 4451 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16604 members 
Mstep: Class 54 contains 13735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768784.000000 Penalty: 179211.343750
Iteration 175Q: 55 clusters Score -6.476878e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58312 members 
Mstep: Class 5 contains 21579 members 
Mstep: Class 6 contains 7681 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6136 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90168 members 
Mstep: Class 11 contains 7772 members 
Mstep: Class 12 contains 31301 members 
Mstep: Class 13 contains 6422 members 
Mstep: Class 14 contains 4577 members 
Mstep: Class 15 contains 10697 members 
Mstep: Class 16 contains 17352 members 
Mstep: Class 17 contains 4799 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28704 members 
Mstep: Class 20 contains 10544 members 
Mstep: Class 21 contains 14577 members 
Mstep: Class 22 contains 10007 members 
Mstep: Class 23 contains 25591 members 
Mstep: Class 24 contains 15400 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 17991 members 
Mstep: Class 31 contains 17016 members 
Mstep: Class 32 contains 10527 members 
Mstep: Class 33 contains 6913 members 
Mstep: Class 34 contains 4662 members 
Mstep: Class 35 contains 12197 members 
Mstep: Class 36 contains 27765 members 
Mstep: Class 37 contains 19805 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8947 members 
Mstep: Class 40 contains 3409 members 
Mstep: Class 41 contains 16969 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3636 members 
Mstep: Class 44 contains 7546 members 
Mstep: Class 45 contains 5382 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6000 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14431 members 
Mstep: Class 51 contains 4451 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16610 members 
Mstep: Class 54 contains 13735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768872.000000 Penalty: 179211.343750
Iteration 176Q: 55 clusters Score -6.476887e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58313 members 
Mstep: Class 5 contains 21580 members 
Mstep: Class 6 contains 7684 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6135 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90167 members 
Mstep: Class 11 contains 7781 members 
Mstep: Class 12 contains 31301 members 
Mstep: Class 13 contains 6423 members 
Mstep: Class 14 contains 4581 members 
Mstep: Class 15 contains 10693 members 
Mstep: Class 16 contains 17346 members 
Mstep: Class 17 contains 4799 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28704 members 
Mstep: Class 20 contains 10545 members 
Mstep: Class 21 contains 14569 members 
Mstep: Class 22 contains 10010 members 
Mstep: Class 23 contains 25593 members 
Mstep: Class 24 contains 15393 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14068 members 
Mstep: Class 29 contains 5581 members 
Mstep: Class 30 contains 17992 members 
Mstep: Class 31 contains 17014 members 
Mstep: Class 32 contains 10524 members 
Mstep: Class 33 contains 6913 members 
Mstep: Class 34 contains 4661 members 
Mstep: Class 35 contains 12194 members 
Mstep: Class 36 contains 27754 members 
Mstep: Class 37 contains 19809 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8946 members 
Mstep: Class 40 contains 3409 members 
Mstep: Class 41 contains 16971 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3635 members 
Mstep: Class 44 contains 7543 members 
Mstep: Class 45 contains 5382 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6006 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14437 members 
Mstep: Class 51 contains 4451 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16617 members 
Mstep: Class 54 contains 13736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768840.000000 Penalty: 179211.343750
Iteration 177Q: 55 clusters Score -6.476884e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58309 members 
Mstep: Class 5 contains 21580 members 
Mstep: Class 6 contains 7685 members 
Mstep: Class 7 contains 1863 members 
Mstep: Class 8 contains 6137 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90167 members 
Mstep: Class 11 contains 7784 members 
Mstep: Class 12 contains 31300 members 
Mstep: Class 13 contains 6425 members 
Mstep: Class 14 contains 4583 members 
Mstep: Class 15 contains 10691 members 
Mstep: Class 16 contains 17343 members 
Mstep: Class 17 contains 4799 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28708 members 
Mstep: Class 20 contains 10545 members 
Mstep: Class 21 contains 14561 members 
Mstep: Class 22 contains 10013 members 
Mstep: Class 23 contains 25602 members 
Mstep: Class 24 contains 15382 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9577 members 
Mstep: Class 28 contains 14068 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 17995 members 
Mstep: Class 31 contains 17011 members 
Mstep: Class 32 contains 10520 members 
Mstep: Class 33 contains 6913 members 
Mstep: Class 34 contains 4659 members 
Mstep: Class 35 contains 12193 members 
Mstep: Class 36 contains 27749 members 
Mstep: Class 37 contains 19810 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8947 members 
Mstep: Class 40 contains 3409 members 
Mstep: Class 41 contains 16975 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3635 members 
Mstep: Class 44 contains 7543 members 
Mstep: Class 45 contains 5381 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6010 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14438 members 
Mstep: Class 51 contains 4451 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16621 members 
Mstep: Class 54 contains 13739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768872.000000 Penalty: 179211.343750
Iteration 178Q: 55 clusters Score -6.476887e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58313 members 
Mstep: Class 5 contains 21583 members 
Mstep: Class 6 contains 7687 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6141 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90164 members 
Mstep: Class 11 contains 7787 members 
Mstep: Class 12 contains 31301 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 4586 members 
Mstep: Class 15 contains 10692 members 
Mstep: Class 16 contains 17342 members 
Mstep: Class 17 contains 4799 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28710 members 
Mstep: Class 20 contains 10544 members 
Mstep: Class 21 contains 14555 members 
Mstep: Class 22 contains 10013 members 
Mstep: Class 23 contains 25607 members 
Mstep: Class 24 contains 15367 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9578 members 
Mstep: Class 28 contains 14068 members 
Mstep: Class 29 contains 5576 members 
Mstep: Class 30 contains 17997 members 
Mstep: Class 31 contains 17008 members 
Mstep: Class 32 contains 10514 members 
Mstep: Class 33 contains 6913 members 
Mstep: Class 34 contains 4659 members 
Mstep: Class 35 contains 12190 members 
Mstep: Class 36 contains 27745 members 
Mstep: Class 37 contains 19814 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8947 members 
Mstep: Class 40 contains 3409 members 
Mstep: Class 41 contains 16977 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3635 members 
Mstep: Class 44 contains 7540 members 
Mstep: Class 45 contains 5379 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6015 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16154 members 
Mstep: Class 50 contains 14441 members 
Mstep: Class 51 contains 4451 members 
Mstep: Class 52 contains 3483 members 
Mstep: Class 53 contains 16624 members 
Mstep: Class 54 contains 13741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768868.000000 Penalty: 179211.343750
Iteration 179Q: 55 clusters Score -6.476887e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58319 members 
Mstep: Class 5 contains 21584 members 
Mstep: Class 6 contains 7687 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6147 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90163 members 
Mstep: Class 11 contains 7793 members 
Mstep: Class 12 contains 31297 members 
Mstep: Class 13 contains 6425 members 
Mstep: Class 14 contains 4589 members 
Mstep: Class 15 contains 10692 members 
Mstep: Class 16 contains 17343 members 
Mstep: Class 17 contains 4799 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28712 members 
Mstep: Class 20 contains 10545 members 
Mstep: Class 21 contains 14550 members 
Mstep: Class 22 contains 10013 members 
Mstep: Class 23 contains 25615 members 
Mstep: Class 24 contains 15346 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9578 members 
Mstep: Class 28 contains 14068 members 
Mstep: Class 29 contains 5575 members 
Mstep: Class 30 contains 18000 members 
Mstep: Class 31 contains 17007 members 
Mstep: Class 32 contains 10510 members 
Mstep: Class 33 contains 6913 members 
Mstep: Class 34 contains 4659 members 
Mstep: Class 35 contains 12188 members 
Mstep: Class 36 contains 27739 members 
Mstep: Class 37 contains 19817 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8947 members 
Mstep: Class 40 contains 3409 members 
Mstep: Class 41 contains 16977 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3635 members 
Mstep: Class 44 contains 7540 members 
Mstep: Class 45 contains 5379 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6018 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16154 members 
Mstep: Class 50 contains 14444 members 
Mstep: Class 51 contains 4451 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16624 members 
Mstep: Class 54 contains 13742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768968.000000 Penalty: 179211.343750
Iteration 180F: 55 clusters Score -6.476897e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58317 members 
Mstep: Class 5 contains 21584 members 
Mstep: Class 6 contains 7687 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6155 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90161 members 
Mstep: Class 11 contains 7810 members 
Mstep: Class 12 contains 31298 members 
Mstep: Class 13 contains 6425 members 
Mstep: Class 14 contains 4593 members 
Mstep: Class 15 contains 10691 members 
Mstep: Class 16 contains 17337 members 
Mstep: Class 17 contains 4799 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28713 members 
Mstep: Class 20 contains 10545 members 
Mstep: Class 21 contains 14549 members 
Mstep: Class 22 contains 10012 members 
Mstep: Class 23 contains 25627 members 
Mstep: Class 24 contains 15321 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9578 members 
Mstep: Class 28 contains 14068 members 
Mstep: Class 29 contains 5574 members 
Mstep: Class 30 contains 17996 members 
Mstep: Class 31 contains 17003 members 
Mstep: Class 32 contains 10512 members 
Mstep: Class 33 contains 6913 members 
Mstep: Class 34 contains 4659 members 
Mstep: Class 35 contains 12184 members 
Mstep: Class 36 contains 27735 members 
Mstep: Class 37 contains 19823 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8947 members 
Mstep: Class 40 contains 3409 members 
Mstep: Class 41 contains 16974 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3635 members 
Mstep: Class 44 contains 7540 members 
Mstep: Class 45 contains 5379 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6018 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16154 members 
Mstep: Class 50 contains 14451 members 
Mstep: Class 51 contains 4451 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16624 members 
Mstep: Class 54 contains 13742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768888.000000 Penalty: 179211.343750
Iteration 181Q: 55 clusters Score -6.476889e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58316 members 
Mstep: Class 5 contains 21583 members 
Mstep: Class 6 contains 7687 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6159 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90160 members 
Mstep: Class 11 contains 7829 members 
Mstep: Class 12 contains 31297 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 4597 members 
Mstep: Class 15 contains 10692 members 
Mstep: Class 16 contains 17328 members 
Mstep: Class 17 contains 4800 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28713 members 
Mstep: Class 20 contains 10545 members 
Mstep: Class 21 contains 14549 members 
Mstep: Class 22 contains 10012 members 
Mstep: Class 23 contains 25639 members 
Mstep: Class 24 contains 15300 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9577 members 
Mstep: Class 28 contains 14068 members 
Mstep: Class 29 contains 5573 members 
Mstep: Class 30 contains 17992 members 
Mstep: Class 31 contains 17004 members 
Mstep: Class 32 contains 10513 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 4659 members 
Mstep: Class 35 contains 12182 members 
Mstep: Class 36 contains 27728 members 
Mstep: Class 37 contains 19830 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8947 members 
Mstep: Class 40 contains 3409 members 
Mstep: Class 41 contains 16967 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3635 members 
Mstep: Class 44 contains 7537 members 
Mstep: Class 45 contains 5379 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6018 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16154 members 
Mstep: Class 50 contains 14457 members 
Mstep: Class 51 contains 4451 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16625 members 
Mstep: Class 54 contains 13742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768900.000000 Penalty: 179211.343750
Iteration 182Q: 55 clusters Score -6.47689e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58310 members 
Mstep: Class 5 contains 21583 members 
Mstep: Class 6 contains 7687 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6159 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90162 members 
Mstep: Class 11 contains 7837 members 
Mstep: Class 12 contains 31297 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 10689 members 
Mstep: Class 16 contains 17327 members 
Mstep: Class 17 contains 4800 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28713 members 
Mstep: Class 20 contains 10545 members 
Mstep: Class 21 contains 14548 members 
Mstep: Class 22 contains 10012 members 
Mstep: Class 23 contains 25648 members 
Mstep: Class 24 contains 15291 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14068 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 17991 members 
Mstep: Class 31 contains 17004 members 
Mstep: Class 32 contains 10514 members 
Mstep: Class 33 contains 6915 members 
Mstep: Class 34 contains 4659 members 
Mstep: Class 35 contains 12180 members 
Mstep: Class 36 contains 27721 members 
Mstep: Class 37 contains 19835 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8947 members 
Mstep: Class 40 contains 3409 members 
Mstep: Class 41 contains 16968 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3635 members 
Mstep: Class 44 contains 7533 members 
Mstep: Class 45 contains 5379 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6018 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14463 members 
Mstep: Class 51 contains 4451 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16626 members 
Mstep: Class 54 contains 13742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768984.000000 Penalty: 179211.343750
Iteration 183Q: 55 clusters Score -6.476898e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58309 members 
Mstep: Class 5 contains 21583 members 
Mstep: Class 6 contains 7687 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6166 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90161 members 
Mstep: Class 11 contains 7843 members 
Mstep: Class 12 contains 31298 members 
Mstep: Class 13 contains 6427 members 
Mstep: Class 14 contains 4603 members 
Mstep: Class 15 contains 10689 members 
Mstep: Class 16 contains 17326 members 
Mstep: Class 17 contains 4802 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28713 members 
Mstep: Class 20 contains 10545 members 
Mstep: Class 21 contains 14546 members 
Mstep: Class 22 contains 10011 members 
Mstep: Class 23 contains 25659 members 
Mstep: Class 24 contains 15273 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14068 members 
Mstep: Class 29 contains 5568 members 
Mstep: Class 30 contains 17989 members 
Mstep: Class 31 contains 17001 members 
Mstep: Class 32 contains 10512 members 
Mstep: Class 33 contains 6915 members 
Mstep: Class 34 contains 4659 members 
Mstep: Class 35 contains 12179 members 
Mstep: Class 36 contains 27717 members 
Mstep: Class 37 contains 19841 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8947 members 
Mstep: Class 40 contains 3410 members 
Mstep: Class 41 contains 16966 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3635 members 
Mstep: Class 44 contains 7529 members 
Mstep: Class 45 contains 5379 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6017 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14468 members 
Mstep: Class 51 contains 4451 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16627 members 
Mstep: Class 54 contains 13743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768908.000000 Penalty: 179211.343750
Iteration 184Q: 55 clusters Score -6.476891e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58306 members 
Mstep: Class 5 contains 21583 members 
Mstep: Class 6 contains 7687 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6168 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90161 members 
Mstep: Class 11 contains 7856 members 
Mstep: Class 12 contains 31300 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 10688 members 
Mstep: Class 16 contains 17328 members 
Mstep: Class 17 contains 4804 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28714 members 
Mstep: Class 20 contains 10545 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 10011 members 
Mstep: Class 23 contains 25661 members 
Mstep: Class 24 contains 15258 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14068 members 
Mstep: Class 29 contains 5568 members 
Mstep: Class 30 contains 17984 members 
Mstep: Class 31 contains 16997 members 
Mstep: Class 32 contains 10511 members 
Mstep: Class 33 contains 6915 members 
Mstep: Class 34 contains 4659 members 
Mstep: Class 35 contains 12179 members 
Mstep: Class 36 contains 27713 members 
Mstep: Class 37 contains 19845 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8947 members 
Mstep: Class 40 contains 3411 members 
Mstep: Class 41 contains 16967 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3635 members 
Mstep: Class 44 contains 7526 members 
Mstep: Class 45 contains 5379 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6018 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14473 members 
Mstep: Class 51 contains 4453 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16628 members 
Mstep: Class 54 contains 13741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64768972.000000 Penalty: 179211.343750
Iteration 185Q: 55 clusters Score -6.476897e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58307 members 
Mstep: Class 5 contains 21583 members 
Mstep: Class 6 contains 7687 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6172 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90162 members 
Mstep: Class 11 contains 7860 members 
Mstep: Class 12 contains 31299 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 10685 members 
Mstep: Class 16 contains 17325 members 
Mstep: Class 17 contains 4804 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28715 members 
Mstep: Class 20 contains 10545 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 10012 members 
Mstep: Class 23 contains 25663 members 
Mstep: Class 24 contains 15253 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14068 members 
Mstep: Class 29 contains 5568 members 
Mstep: Class 30 contains 17982 members 
Mstep: Class 31 contains 16992 members 
Mstep: Class 32 contains 10513 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 4659 members 
Mstep: Class 35 contains 12179 members 
Mstep: Class 36 contains 27709 members 
Mstep: Class 37 contains 19850 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8948 members 
Mstep: Class 40 contains 3410 members 
Mstep: Class 41 contains 16967 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3635 members 
Mstep: Class 44 contains 7524 members 
Mstep: Class 45 contains 5379 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6018 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14475 members 
Mstep: Class 51 contains 4455 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16629 members 
Mstep: Class 54 contains 13741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769068.000000 Penalty: 179211.343750
Iteration 186Q: 55 clusters Score -6.476907e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58309 members 
Mstep: Class 5 contains 21584 members 
Mstep: Class 6 contains 7687 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6173 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90162 members 
Mstep: Class 11 contains 7872 members 
Mstep: Class 12 contains 31296 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 10680 members 
Mstep: Class 16 contains 17324 members 
Mstep: Class 17 contains 4806 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28716 members 
Mstep: Class 20 contains 10545 members 
Mstep: Class 21 contains 14544 members 
Mstep: Class 22 contains 10014 members 
Mstep: Class 23 contains 25671 members 
Mstep: Class 24 contains 15241 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14068 members 
Mstep: Class 29 contains 5568 members 
Mstep: Class 30 contains 17978 members 
Mstep: Class 31 contains 16986 members 
Mstep: Class 32 contains 10514 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 4659 members 
Mstep: Class 35 contains 12179 members 
Mstep: Class 36 contains 27708 members 
Mstep: Class 37 contains 19855 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8950 members 
Mstep: Class 40 contains 3411 members 
Mstep: Class 41 contains 16967 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3635 members 
Mstep: Class 44 contains 7521 members 
Mstep: Class 45 contains 5379 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6017 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14474 members 
Mstep: Class 51 contains 4455 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16629 members 
Mstep: Class 54 contains 13741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769124.000000 Penalty: 179211.343750
Iteration 187Q: 55 clusters Score -6.476912e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58316 members 
Mstep: Class 5 contains 21587 members 
Mstep: Class 6 contains 7687 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6179 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90162 members 
Mstep: Class 11 contains 7883 members 
Mstep: Class 12 contains 31294 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 10677 members 
Mstep: Class 16 contains 17326 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28716 members 
Mstep: Class 20 contains 10545 members 
Mstep: Class 21 contains 14543 members 
Mstep: Class 22 contains 10014 members 
Mstep: Class 23 contains 25676 members 
Mstep: Class 24 contains 15221 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14068 members 
Mstep: Class 29 contains 5568 members 
Mstep: Class 30 contains 17975 members 
Mstep: Class 31 contains 16984 members 
Mstep: Class 32 contains 10513 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 4659 members 
Mstep: Class 35 contains 12179 members 
Mstep: Class 36 contains 27706 members 
Mstep: Class 37 contains 19859 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8950 members 
Mstep: Class 40 contains 3410 members 
Mstep: Class 41 contains 16968 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3635 members 
Mstep: Class 44 contains 7518 members 
Mstep: Class 45 contains 5379 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6017 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14472 members 
Mstep: Class 51 contains 4455 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16629 members 
Mstep: Class 54 contains 13741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769136.000000 Penalty: 179211.343750
Iteration 188Q: 55 clusters Score -6.476914e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58315 members 
Mstep: Class 5 contains 21587 members 
Mstep: Class 6 contains 7687 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6182 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90162 members 
Mstep: Class 11 contains 7888 members 
Mstep: Class 12 contains 31291 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 10675 members 
Mstep: Class 16 contains 17325 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28718 members 
Mstep: Class 20 contains 10545 members 
Mstep: Class 21 contains 14542 members 
Mstep: Class 22 contains 10014 members 
Mstep: Class 23 contains 25687 members 
Mstep: Class 24 contains 15208 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 17975 members 
Mstep: Class 31 contains 16983 members 
Mstep: Class 32 contains 10514 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 4659 members 
Mstep: Class 35 contains 12178 members 
Mstep: Class 36 contains 27706 members 
Mstep: Class 37 contains 19863 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8949 members 
Mstep: Class 40 contains 3409 members 
Mstep: Class 41 contains 16970 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3635 members 
Mstep: Class 44 contains 7514 members 
Mstep: Class 45 contains 5379 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6017 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14473 members 
Mstep: Class 51 contains 4455 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16629 members 
Mstep: Class 54 contains 13741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769228.000000 Penalty: 179211.343750
Iteration 189Q: 55 clusters Score -6.476923e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58318 members 
Mstep: Class 5 contains 21588 members 
Mstep: Class 6 contains 7687 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6180 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90163 members 
Mstep: Class 11 contains 7891 members 
Mstep: Class 12 contains 31289 members 
Mstep: Class 13 contains 6424 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 10672 members 
Mstep: Class 16 contains 17324 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28719 members 
Mstep: Class 20 contains 10545 members 
Mstep: Class 21 contains 14542 members 
Mstep: Class 22 contains 10014 members 
Mstep: Class 23 contains 25701 members 
Mstep: Class 24 contains 15201 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14068 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 17974 members 
Mstep: Class 31 contains 16982 members 
Mstep: Class 32 contains 10513 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 4659 members 
Mstep: Class 35 contains 12177 members 
Mstep: Class 36 contains 27706 members 
Mstep: Class 37 contains 19865 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8948 members 
Mstep: Class 40 contains 3410 members 
Mstep: Class 41 contains 16967 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3635 members 
Mstep: Class 44 contains 7512 members 
Mstep: Class 45 contains 5379 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6016 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14472 members 
Mstep: Class 51 contains 4456 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16630 members 
Mstep: Class 54 contains 13741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769176.000000 Penalty: 179211.343750
Iteration 190Q: 55 clusters Score -6.476918e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58317 members 
Mstep: Class 5 contains 21588 members 
Mstep: Class 6 contains 7687 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6178 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90164 members 
Mstep: Class 11 contains 7894 members 
Mstep: Class 12 contains 31289 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 10668 members 
Mstep: Class 16 contains 17320 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28716 members 
Mstep: Class 20 contains 10545 members 
Mstep: Class 21 contains 14541 members 
Mstep: Class 22 contains 10014 members 
Mstep: Class 23 contains 25708 members 
Mstep: Class 24 contains 15196 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14068 members 
Mstep: Class 29 contains 5567 members 
Mstep: Class 30 contains 17976 members 
Mstep: Class 31 contains 16979 members 
Mstep: Class 32 contains 10513 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 4659 members 
Mstep: Class 35 contains 12175 members 
Mstep: Class 36 contains 27704 members 
Mstep: Class 37 contains 19870 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8948 members 
Mstep: Class 40 contains 3410 members 
Mstep: Class 41 contains 16971 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3635 members 
Mstep: Class 44 contains 7509 members 
Mstep: Class 45 contains 5379 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6017 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14476 members 
Mstep: Class 51 contains 4457 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16631 members 
Mstep: Class 54 contains 13742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769152.000000 Penalty: 179211.343750
Iteration 191Q: 55 clusters Score -6.476915e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58323 members 
Mstep: Class 5 contains 21588 members 
Mstep: Class 6 contains 7687 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6178 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90166 members 
Mstep: Class 11 contains 7899 members 
Mstep: Class 12 contains 31291 members 
Mstep: Class 13 contains 6427 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 10664 members 
Mstep: Class 16 contains 17314 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28714 members 
Mstep: Class 20 contains 10545 members 
Mstep: Class 21 contains 14540 members 
Mstep: Class 22 contains 10014 members 
Mstep: Class 23 contains 25715 members 
Mstep: Class 24 contains 15190 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14068 members 
Mstep: Class 29 contains 5567 members 
Mstep: Class 30 contains 17974 members 
Mstep: Class 31 contains 16975 members 
Mstep: Class 32 contains 10511 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 4659 members 
Mstep: Class 35 contains 12174 members 
Mstep: Class 36 contains 27704 members 
Mstep: Class 37 contains 19875 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8948 members 
Mstep: Class 40 contains 3410 members 
Mstep: Class 41 contains 16973 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3636 members 
Mstep: Class 44 contains 7506 members 
Mstep: Class 45 contains 5379 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6017 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14474 members 
Mstep: Class 51 contains 4458 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16632 members 
Mstep: Class 54 contains 13742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769240.000000 Penalty: 179211.343750
Iteration 192Q: 55 clusters Score -6.476924e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58326 members 
Mstep: Class 5 contains 21588 members 
Mstep: Class 6 contains 7689 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6180 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90166 members 
Mstep: Class 11 contains 7906 members 
Mstep: Class 12 contains 31291 members 
Mstep: Class 13 contains 6430 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 10667 members 
Mstep: Class 16 contains 17314 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28715 members 
Mstep: Class 20 contains 10545 members 
Mstep: Class 21 contains 14536 members 
Mstep: Class 22 contains 10014 members 
Mstep: Class 23 contains 25725 members 
Mstep: Class 24 contains 15172 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5567 members 
Mstep: Class 30 contains 17968 members 
Mstep: Class 31 contains 16971 members 
Mstep: Class 32 contains 10509 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 4659 members 
Mstep: Class 35 contains 12173 members 
Mstep: Class 36 contains 27702 members 
Mstep: Class 37 contains 19878 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8947 members 
Mstep: Class 40 contains 3410 members 
Mstep: Class 41 contains 16976 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3636 members 
Mstep: Class 44 contains 7506 members 
Mstep: Class 45 contains 5379 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6016 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14473 members 
Mstep: Class 51 contains 4459 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16634 members 
Mstep: Class 54 contains 13743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769232.000000 Penalty: 179211.343750
Iteration 193Q: 55 clusters Score -6.476923e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58338 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7689 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6181 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90166 members 
Mstep: Class 11 contains 7914 members 
Mstep: Class 12 contains 31289 members 
Mstep: Class 13 contains 6429 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 10661 members 
Mstep: Class 16 contains 17312 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28715 members 
Mstep: Class 20 contains 10545 members 
Mstep: Class 21 contains 14533 members 
Mstep: Class 22 contains 10014 members 
Mstep: Class 23 contains 25744 members 
Mstep: Class 24 contains 15157 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5567 members 
Mstep: Class 30 contains 17962 members 
Mstep: Class 31 contains 16970 members 
Mstep: Class 32 contains 10506 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 4659 members 
Mstep: Class 35 contains 12172 members 
Mstep: Class 36 contains 27701 members 
Mstep: Class 37 contains 19879 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8946 members 
Mstep: Class 40 contains 3410 members 
Mstep: Class 41 contains 16974 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3636 members 
Mstep: Class 44 contains 7506 members 
Mstep: Class 45 contains 5379 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6019 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14470 members 
Mstep: Class 51 contains 4459 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16635 members 
Mstep: Class 54 contains 13744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769224.000000 Penalty: 179211.343750
Iteration 194Q: 55 clusters Score -6.476922e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58343 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7693 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6185 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90166 members 
Mstep: Class 11 contains 7914 members 
Mstep: Class 12 contains 31289 members 
Mstep: Class 13 contains 6428 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 10662 members 
Mstep: Class 16 contains 17309 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28715 members 
Mstep: Class 20 contains 10546 members 
Mstep: Class 21 contains 14528 members 
Mstep: Class 22 contains 10014 members 
Mstep: Class 23 contains 25757 members 
Mstep: Class 24 contains 15141 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14068 members 
Mstep: Class 29 contains 5567 members 
Mstep: Class 30 contains 17957 members 
Mstep: Class 31 contains 16971 members 
Mstep: Class 32 contains 10501 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 4659 members 
Mstep: Class 35 contains 12171 members 
Mstep: Class 36 contains 27699 members 
Mstep: Class 37 contains 19881 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8947 members 
Mstep: Class 40 contains 3411 members 
Mstep: Class 41 contains 16976 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3636 members 
Mstep: Class 44 contains 7507 members 
Mstep: Class 45 contains 5379 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6021 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14469 members 
Mstep: Class 51 contains 4459 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16635 members 
Mstep: Class 54 contains 13744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769164.000000 Penalty: 179211.343750
Iteration 195Q: 55 clusters Score -6.476916e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58344 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 7697 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6184 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90166 members 
Mstep: Class 11 contains 7921 members 
Mstep: Class 12 contains 31290 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 10661 members 
Mstep: Class 16 contains 17307 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28717 members 
Mstep: Class 20 contains 10546 members 
Mstep: Class 21 contains 14525 members 
Mstep: Class 22 contains 10014 members 
Mstep: Class 23 contains 25765 members 
Mstep: Class 24 contains 15129 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14068 members 
Mstep: Class 29 contains 5567 members 
Mstep: Class 30 contains 17954 members 
Mstep: Class 31 contains 16968 members 
Mstep: Class 32 contains 10496 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 4659 members 
Mstep: Class 35 contains 12171 members 
Mstep: Class 36 contains 27698 members 
Mstep: Class 37 contains 19883 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8946 members 
Mstep: Class 40 contains 3411 members 
Mstep: Class 41 contains 16978 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3636 members 
Mstep: Class 44 contains 7507 members 
Mstep: Class 45 contains 5379 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6021 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14467 members 
Mstep: Class 51 contains 4459 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16636 members 
Mstep: Class 54 contains 13745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769164.000000 Penalty: 179211.343750
Iteration 196Q: 55 clusters Score -6.476916e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58348 members 
Mstep: Class 5 contains 21592 members 
Mstep: Class 6 contains 7696 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6184 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90166 members 
Mstep: Class 11 contains 7922 members 
Mstep: Class 12 contains 31290 members 
Mstep: Class 13 contains 6428 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 10658 members 
Mstep: Class 16 contains 17308 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28719 members 
Mstep: Class 20 contains 10545 members 
Mstep: Class 21 contains 14524 members 
Mstep: Class 22 contains 10015 members 
Mstep: Class 23 contains 25771 members 
Mstep: Class 24 contains 15124 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14069 members 
Mstep: Class 29 contains 5568 members 
Mstep: Class 30 contains 17957 members 
Mstep: Class 31 contains 16965 members 
Mstep: Class 32 contains 10492 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 4659 members 
Mstep: Class 35 contains 12172 members 
Mstep: Class 36 contains 27698 members 
Mstep: Class 37 contains 19884 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8946 members 
Mstep: Class 40 contains 3411 members 
Mstep: Class 41 contains 16977 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3636 members 
Mstep: Class 44 contains 7505 members 
Mstep: Class 45 contains 5379 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6020 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14466 members 
Mstep: Class 51 contains 4459 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16637 members 
Mstep: Class 54 contains 13745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769132.000000 Penalty: 179211.343750
Iteration 197Q: 55 clusters Score -6.476913e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58351 members 
Mstep: Class 5 contains 21593 members 
Mstep: Class 6 contains 7696 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6184 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90166 members 
Mstep: Class 11 contains 7931 members 
Mstep: Class 12 contains 31291 members 
Mstep: Class 13 contains 6429 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 10655 members 
Mstep: Class 16 contains 17304 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28720 members 
Mstep: Class 20 contains 10545 members 
Mstep: Class 21 contains 14523 members 
Mstep: Class 22 contains 10016 members 
Mstep: Class 23 contains 25778 members 
Mstep: Class 24 contains 15110 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14069 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 17957 members 
Mstep: Class 31 contains 16965 members 
Mstep: Class 32 contains 10487 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 4659 members 
Mstep: Class 35 contains 12172 members 
Mstep: Class 36 contains 27698 members 
Mstep: Class 37 contains 19886 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8947 members 
Mstep: Class 40 contains 3411 members 
Mstep: Class 41 contains 16979 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3636 members 
Mstep: Class 44 contains 7504 members 
Mstep: Class 45 contains 5379 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6021 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14464 members 
Mstep: Class 51 contains 4459 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16636 members 
Mstep: Class 54 contains 13745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769140.000000 Penalty: 179211.343750
Iteration 198Q: 55 clusters Score -6.476914e+07 nChanged 71
Entering ConstructFrom: 
Score: -64769140.000000 Penalty: 179211.343750
Entering ConstructFrom: 
Trying to split cluster 1 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -32254.941406 Penalty: 1433.624390
	Iteration 0F: 2 clusters Score -32254.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -30900.544922 Penalty: 2867.248779
	Iteration 0F: 3 clusters Score -30900.54 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31022.884766 Penalty: 2867.248779
	Iteration 1F: 3 clusters Score -31022.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -31074.175781 Penalty: 2867.248779
	Iteration 2Q: 3 clusters Score -31074.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -31076.583984 Penalty: 2867.248779
	Iteration 3Q: 3 clusters Score -31076.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -31076.583984 Penalty: 2867.248779
	Iteration 4F: 3 clusters Score -31076.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -108658.406250 Penalty: 1709.375122
	Iteration 0F: 2 clusters Score -108658.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -106719.078125 Penalty: 3418.750244
	Iteration 0F: 3 clusters Score -106719.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -106967.109375 Penalty: 3418.750244
	Iteration 1F: 3 clusters Score -106967.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -107044.109375 Penalty: 3418.750244
	Iteration 2F: 3 clusters Score -107044.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -107075.265625 Penalty: 3418.750244
	Iteration 3Q: 3 clusters Score -107075.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -107094.187500 Penalty: 3418.750244
	Iteration 4Q: 3 clusters Score -107094.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -107110.468750 Penalty: 3418.750244
	Iteration 5Q: 3 clusters Score -107110.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -107123.125000 Penalty: 3418.750244
	Iteration 6Q: 3 clusters Score -107123.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -107131.257812 Penalty: 3418.750244
	Iteration 7Q: 3 clusters Score -107131.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -107140.562500 Penalty: 3418.750244
	Iteration 8Q: 3 clusters Score -107140.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -107142.945312 Penalty: 3418.750244
	Iteration 9Q: 3 clusters Score -107142.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -107142.945312 Penalty: 3418.750244
	Iteration 10F: 3 clusters Score -107142.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -43997.398438 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -43997.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -42584.703125 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -42584.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -42934.210938 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -42934.21 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -43178.691406 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -43178.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -43286.484375 Penalty: 3077.460693
	Iteration 3Q: 3 clusters Score -43286.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -43359.238281 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -43359.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -43418.515625 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -43418.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -43519.476562 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -43519.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -43558.843750 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -43558.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -43671.343750 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -43671.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -43801.121094 Penalty: 3077.460693
	Iteration 9Q: 3 clusters Score -43801.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -43879.871094 Penalty: 3077.460693
	Iteration 10Q: 3 clusters Score -43879.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -43927.312500 Penalty: 3077.460693
	Iteration 11Q: 3 clusters Score -43927.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -43938.804688 Penalty: 3077.460693
	Iteration 12Q: 3 clusters Score -43938.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -43945.585938 Penalty: 3077.460693
	Iteration 13Q: 3 clusters Score -43945.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -43985.621094 Penalty: 3077.460693
	Iteration 14Q: 3 clusters Score -43985.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -44023.292969 Penalty: 3077.460693
	Iteration 15Q: 3 clusters Score -44023.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -44040.554688 Penalty: 3077.460693
	Iteration 16Q: 3 clusters Score -44040.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -44063.007812 Penalty: 3077.460693
	Iteration 17Q: 3 clusters Score -44063.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -44063.007812 Penalty: 3077.460693
	Iteration 18F: 3 clusters Score -44063.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 58354 members 
Mstep: Class 5 contains 21593 members 
Mstep: Class 6 contains 7696 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6183 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90167 members 
Mstep: Class 11 contains 7940 members 
Mstep: Class 12 contains 31293 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 10654 members 
Mstep: Class 16 contains 17298 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28723 members 
Mstep: Class 20 contains 10545 members 
Mstep: Class 21 contains 14523 members 
Mstep: Class 22 contains 10016 members 
Mstep: Class 23 contains 25778 members 
Mstep: Class 24 contains 15101 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14069 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 17956 members 
Mstep: Class 31 contains 16963 members 
Mstep: Class 32 contains 10484 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 4659 members 
Mstep: Class 35 contains 12171 members 
Mstep: Class 36 contains 27697 members 
Mstep: Class 37 contains 19892 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8947 members 
Mstep: Class 40 contains 3411 members 
Mstep: Class 41 contains 16980 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3636 members 
Mstep: Class 44 contains 7501 members 
Mstep: Class 45 contains 5379 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6021 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14464 members 
Mstep: Class 51 contains 4459 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16637 members 
Mstep: Class 54 contains 13745 members 
Mstep: Class 55 contains 361 members 
Entering Unmasked Estep 
Score: -64767380.000000 Penalty: 182530.078125
Splitting cluster 3 changes total score from -64769140.000000 to -64767380.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (58354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58354 members 
Entering Unmasked Estep 
Score: -5799676.500000 Penalty: 2721.622314
	Iteration 0F: 2 clusters Score -5799676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -5760553.500000 Penalty: 5443.244629
	Iteration 0F: 3 clusters Score -5760554 nChanged 27062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -5776322.000000 Penalty: 5443.244629
	Iteration 1F: 3 clusters Score -5776322 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -5777533.500000 Penalty: 5443.244629
	Iteration 2F: 3 clusters Score -5777534 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -5778956.000000 Penalty: 5443.244629
	Iteration 3F: 3 clusters Score -5778956 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -5780573.500000 Penalty: 5443.244629
	Iteration 4F: 3 clusters Score -5780574 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -5782324.000000 Penalty: 5443.244629
	Iteration 5F: 3 clusters Score -5782324 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -5783865.000000 Penalty: 5443.244629
	Iteration 6F: 3 clusters Score -5783865 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -5785362.000000 Penalty: 5443.244629
	Iteration 7F: 3 clusters Score -5785362 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -5786741.500000 Penalty: 5443.244629
	Iteration 8Q: 3 clusters Score -5786742 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -5788005.000000 Penalty: 5443.244629
	Iteration 9Q: 3 clusters Score -5788005 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -5789038.500000 Penalty: 5443.244629
	Iteration 10Q: 3 clusters Score -5789038 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -5789840.500000 Penalty: 5443.244629
	Iteration 11Q: 3 clusters Score -5789840 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -5790461.500000 Penalty: 5443.244629
	Iteration 12Q: 3 clusters Score -5790462 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -5790924.000000 Penalty: 5443.244629
	Iteration 13Q: 3 clusters Score -5790924 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -5791233.000000 Penalty: 5443.244629
	Iteration 14Q: 3 clusters Score -5791233 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -5791504.000000 Penalty: 5443.244629
	Iteration 15Q: 3 clusters Score -5791504 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -5791745.000000 Penalty: 5443.244629
	Iteration 16Q: 3 clusters Score -5791745 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -5791969.000000 Penalty: 5443.244629
	Iteration 17Q: 3 clusters Score -5791969 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -5792218.000000 Penalty: 5443.244629
	Iteration 18Q: 3 clusters Score -5792218 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -5792429.000000 Penalty: 5443.244629
	Iteration 19Q: 3 clusters Score -5792429 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -5792642.500000 Penalty: 5443.244629
	Iteration 20F: 3 clusters Score -5792642 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44948 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -5792861.500000 Penalty: 5443.244629
	Iteration 21Q: 3 clusters Score -5792862 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -5793093.500000 Penalty: 5443.244629
	Iteration 22Q: 3 clusters Score -5793094 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -5793310.000000 Penalty: 5443.244629
	Iteration 23Q: 3 clusters Score -5793310 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47294 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -5793580.500000 Penalty: 5443.244629
	Iteration 24Q: 3 clusters Score -5793580 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -5793829.500000 Penalty: 5443.244629
	Iteration 25Q: 3 clusters Score -5793830 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48881 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -5794122.000000 Penalty: 5443.244629
	Iteration 26Q: 3 clusters Score -5794122 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -5794453.500000 Penalty: 5443.244629
	Iteration 27Q: 3 clusters Score -5794454 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50542 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -5794820.000000 Penalty: 5443.244629
	Iteration 28Q: 3 clusters Score -5794820 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51273 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -5795099.500000 Penalty: 5443.244629
	Iteration 29Q: 3 clusters Score -5795100 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51959 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -5795383.500000 Penalty: 5443.244629
	Iteration 30Q: 3 clusters Score -5795384 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -5795669.000000 Penalty: 5443.244629
	Iteration 31Q: 3 clusters Score -5795669 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -5795960.000000 Penalty: 5443.244629
	Iteration 32Q: 3 clusters Score -5795960 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53806 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -5796237.000000 Penalty: 5443.244629
	Iteration 33Q: 3 clusters Score -5796237 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54377 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -5796525.500000 Penalty: 5443.244629
	Iteration 34Q: 3 clusters Score -5796526 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -5796814.500000 Penalty: 5443.244629
	Iteration 35Q: 3 clusters Score -5796814 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55325 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -5797015.500000 Penalty: 5443.244629
	Iteration 36Q: 3 clusters Score -5797016 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55655 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -5797154.500000 Penalty: 5443.244629
	Iteration 37Q: 3 clusters Score -5797154 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55926 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -5797299.500000 Penalty: 5443.244629
	Iteration 38Q: 3 clusters Score -5797300 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56150 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -5797397.000000 Penalty: 5443.244629
	Iteration 39Q: 3 clusters Score -5797397 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56306 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -5797480.500000 Penalty: 5443.244629
	Iteration 40F: 3 clusters Score -5797480 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56425 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -5797538.500000 Penalty: 5443.244629
	Iteration 41Q: 3 clusters Score -5797538 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56531 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -5797598.000000 Penalty: 5443.244629
	Iteration 42Q: 3 clusters Score -5797598 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56612 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -5797610.000000 Penalty: 5443.244629
	Iteration 43Q: 3 clusters Score -5797610 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56696 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5797653.000000 Penalty: 5443.244629
	Iteration 44Q: 3 clusters Score -5797653 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56763 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -5797678.000000 Penalty: 5443.244629
	Iteration 45Q: 3 clusters Score -5797678 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56808 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5797705.000000 Penalty: 5443.244629
	Iteration 46Q: 3 clusters Score -5797705 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56846 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5797723.500000 Penalty: 5443.244629
	Iteration 47Q: 3 clusters Score -5797724 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56877 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -5797736.000000 Penalty: 5443.244629
	Iteration 48Q: 3 clusters Score -5797736 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56902 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5797740.000000 Penalty: 5443.244629
	Iteration 49Q: 3 clusters Score -5797740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56918 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -5797743.500000 Penalty: 5443.244629
	Iteration 50Q: 3 clusters Score -5797744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56939 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -5797746.500000 Penalty: 5443.244629
	Iteration 51Q: 3 clusters Score -5797746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56957 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5797756.500000 Penalty: 5443.244629
	Iteration 52Q: 3 clusters Score -5797756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56965 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5797756.000000 Penalty: 5443.244629
	Iteration 53Q: 3 clusters Score -5797756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56970 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -5797763.500000 Penalty: 5443.244629
	Iteration 54Q: 3 clusters Score -5797764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56981 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5797766.500000 Penalty: 5443.244629
	Iteration 55Q: 3 clusters Score -5797766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56996 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5797764.000000 Penalty: 5443.244629
	Iteration 56Q: 3 clusters Score -5797764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57009 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5797767.000000 Penalty: 5443.244629
	Iteration 57Q: 3 clusters Score -5797767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57018 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5797772.500000 Penalty: 5443.244629
	Iteration 58Q: 3 clusters Score -5797772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57025 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5797761.500000 Penalty: 5443.244629
	Iteration 59Q: 3 clusters Score -5797762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57032 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5797765.500000 Penalty: 5443.244629
	Iteration 60F: 3 clusters Score -5797766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57036 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5797767.500000 Penalty: 5443.244629
	Iteration 61Q: 3 clusters Score -5797768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57046 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -5797776.000000 Penalty: 5443.244629
	Iteration 62Q: 3 clusters Score -5797776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57052 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -5797787.000000 Penalty: 5443.244629
	Iteration 63Q: 3 clusters Score -5797787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57058 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5797787.000000 Penalty: 5443.244629
	Iteration 64Q: 3 clusters Score -5797787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57062 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5797783.500000 Penalty: 5443.244629
	Iteration 65Q: 3 clusters Score -5797784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57063 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5797778.500000 Penalty: 5443.244629
	Iteration 66Q: 3 clusters Score -5797778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57065 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -5797778.000000 Penalty: 5443.244629
	Iteration 67Q: 3 clusters Score -5797778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57070 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5797784.000000 Penalty: 5443.244629
	Iteration 68Q: 3 clusters Score -5797784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57071 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5797784.000000 Penalty: 5443.244629
	Iteration 69Q: 3 clusters Score -5797784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57073 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5797785.500000 Penalty: 5443.244629
	Iteration 70Q: 3 clusters Score -5797786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57076 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5797796.000000 Penalty: 5443.244629
	Iteration 71Q: 3 clusters Score -5797796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57078 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5797794.500000 Penalty: 5443.244629
	Iteration 72Q: 3 clusters Score -5797794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57083 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5797800.500000 Penalty: 5443.244629
	Iteration 73Q: 3 clusters Score -5797800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57086 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -5797803.000000 Penalty: 5443.244629
	Iteration 74Q: 3 clusters Score -5797803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57085 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -5797807.500000 Penalty: 5443.244629
	Iteration 75Q: 3 clusters Score -5797808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57085 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -5797807.500000 Penalty: 5443.244629
	Iteration 76F: 3 clusters Score -5797808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Entering Unmasked Estep 
Score: -2366108.750000 Penalty: 2475.070801
	Iteration 0F: 2 clusters Score -2366109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -2351021.000000 Penalty: 4950.141602
	Iteration 0F: 3 clusters Score -2351021 nChanged 9549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2356254.500000 Penalty: 4950.141602
	Iteration 1F: 3 clusters Score -2356254 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2356711.750000 Penalty: 4950.141602
	Iteration 2F: 3 clusters Score -2356712 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2357144.250000 Penalty: 4950.141602
	Iteration 3Q: 3 clusters Score -2357144 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2357622.250000 Penalty: 4950.141602
	Iteration 4Q: 3 clusters Score -2357622 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2358216.000000 Penalty: 4950.141602
	Iteration 5F: 3 clusters Score -2358216 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -2358864.250000 Penalty: 4950.141602
	Iteration 6F: 3 clusters Score -2358864 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2359616.500000 Penalty: 4950.141602
	Iteration 7F: 3 clusters Score -2359616 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -2360363.250000 Penalty: 4950.141602
	Iteration 8F: 3 clusters Score -2360363 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2361037.250000 Penalty: 4950.141602
	Iteration 9Q: 3 clusters Score -2361037 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2361680.250000 Penalty: 4950.141602
	Iteration 10Q: 3 clusters Score -2361680 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2362221.000000 Penalty: 4950.141602
	Iteration 11Q: 3 clusters Score -2362221 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2362617.500000 Penalty: 4950.141602
	Iteration 12Q: 3 clusters Score -2362618 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2362930.000000 Penalty: 4950.141602
	Iteration 13Q: 3 clusters Score -2362930 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2363205.750000 Penalty: 4950.141602
	Iteration 14Q: 3 clusters Score -2363206 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2363428.250000 Penalty: 4950.141602
	Iteration 15Q: 3 clusters Score -2363428 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2363593.000000 Penalty: 4950.141602
	Iteration 16Q: 3 clusters Score -2363593 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2363723.750000 Penalty: 4950.141602
	Iteration 17Q: 3 clusters Score -2363724 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2363846.250000 Penalty: 4950.141602
	Iteration 18Q: 3 clusters Score -2363846 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2363979.750000 Penalty: 4950.141602
	Iteration 19Q: 3 clusters Score -2363980 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2364116.500000 Penalty: 4950.141602
	Iteration 20F: 3 clusters Score -2364116 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2364228.000000 Penalty: 4950.141602
	Iteration 21Q: 3 clusters Score -2364228 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2364320.500000 Penalty: 4950.141602
	Iteration 22Q: 3 clusters Score -2364320 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2364422.500000 Penalty: 4950.141602
	Iteration 23Q: 3 clusters Score -2364422 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2364499.500000 Penalty: 4950.141602
	Iteration 24Q: 3 clusters Score -2364500 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2364561.250000 Penalty: 4950.141602
	Iteration 25Q: 3 clusters Score -2364561 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2364598.000000 Penalty: 4950.141602
	Iteration 26Q: 3 clusters Score -2364598 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2364612.000000 Penalty: 4950.141602
	Iteration 27Q: 3 clusters Score -2364612 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2364629.500000 Penalty: 4950.141602
	Iteration 28Q: 3 clusters Score -2364630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2364640.750000 Penalty: 4950.141602
	Iteration 29Q: 3 clusters Score -2364641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2364646.250000 Penalty: 4950.141602
	Iteration 30Q: 3 clusters Score -2364646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2364652.750000 Penalty: 4950.141602
	Iteration 31Q: 3 clusters Score -2364653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2364656.500000 Penalty: 4950.141602
	Iteration 32Q: 3 clusters Score -2364656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2364655.000000 Penalty: 4950.141602
	Iteration 33Q: 3 clusters Score -2364655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2364661.000000 Penalty: 4950.141602
	Iteration 34Q: 3 clusters Score -2364661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2364662.500000 Penalty: 4950.141602
	Iteration 35Q: 3 clusters Score -2364662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2364667.250000 Penalty: 4950.141602
	Iteration 36Q: 3 clusters Score -2364667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2364665.500000 Penalty: 4950.141602
	Iteration 37Q: 3 clusters Score -2364666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2364663.500000 Penalty: 4950.141602
	Iteration 38Q: 3 clusters Score -2364664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2364670.500000 Penalty: 4950.141602
	Iteration 39Q: 3 clusters Score -2364670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2364673.250000 Penalty: 4950.141602
	Iteration 40F: 3 clusters Score -2364673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2364673.750000 Penalty: 4950.141602
	Iteration 41Q: 3 clusters Score -2364674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2364674.250000 Penalty: 4950.141602
	Iteration 42Q: 3 clusters Score -2364674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2364674.250000 Penalty: 4950.141602
	Iteration 43F: 3 clusters Score -2364674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Entering Unmasked Estep 
Score: -832610.937500 Penalty: 2219.217041
	Iteration 0F: 2 clusters Score -832610.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -826432.187500 Penalty: 4438.434082
	Iteration 0F: 3 clusters Score -826432.2 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -828021.437500 Penalty: 4438.434082
	Iteration 1F: 3 clusters Score -828021.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -828374.750000 Penalty: 4438.434082
	Iteration 2F: 3 clusters Score -828374.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -828710.750000 Penalty: 4438.434082
	Iteration 3F: 3 clusters Score -828710.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -829061.437500 Penalty: 4438.434082
	Iteration 4F: 3 clusters Score -829061.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -829487.437500 Penalty: 4438.434082
	Iteration 5F: 3 clusters Score -829487.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -829913.812500 Penalty: 4438.434082
	Iteration 6F: 3 clusters Score -829913.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -830273.437500 Penalty: 4438.434082
	Iteration 7F: 3 clusters Score -830273.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -830557.375000 Penalty: 4438.434082
	Iteration 8Q: 3 clusters Score -830557.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -830774.062500 Penalty: 4438.434082
	Iteration 9Q: 3 clusters Score -830774.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -830928.187500 Penalty: 4438.434082
	Iteration 10Q: 3 clusters Score -830928.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -831034.000000 Penalty: 4438.434082
	Iteration 11Q: 3 clusters Score -831034 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -831103.062500 Penalty: 4438.434082
	Iteration 12Q: 3 clusters Score -831103.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -831142.625000 Penalty: 4438.434082
	Iteration 13Q: 3 clusters Score -831142.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -831162.625000 Penalty: 4438.434082
	Iteration 14Q: 3 clusters Score -831162.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -831186.187500 Penalty: 4438.434082
	Iteration 15Q: 3 clusters Score -831186.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -831203.500000 Penalty: 4438.434082
	Iteration 16Q: 3 clusters Score -831203.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -831216.625000 Penalty: 4438.434082
	Iteration 17Q: 3 clusters Score -831216.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -831230.437500 Penalty: 4438.434082
	Iteration 18Q: 3 clusters Score -831230.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -831236.937500 Penalty: 4438.434082
	Iteration 19Q: 3 clusters Score -831236.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -831239.125000 Penalty: 4438.434082
	Iteration 20F: 3 clusters Score -831239.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -831244.937500 Penalty: 4438.434082
	Iteration 21Q: 3 clusters Score -831244.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -831248.250000 Penalty: 4438.434082
	Iteration 22Q: 3 clusters Score -831248.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -831252.625000 Penalty: 4438.434082
	Iteration 23Q: 3 clusters Score -831252.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -831255.437500 Penalty: 4438.434082
	Iteration 24Q: 3 clusters Score -831255.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -831258.812500 Penalty: 4438.434082
	Iteration 25Q: 3 clusters Score -831258.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -831260.750000 Penalty: 4438.434082
	Iteration 26Q: 3 clusters Score -831260.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -831267.937500 Penalty: 4438.434082
	Iteration 27Q: 3 clusters Score -831267.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -831271.812500 Penalty: 4438.434082
	Iteration 28Q: 3 clusters Score -831271.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -831275.000000 Penalty: 4438.434082
	Iteration 29Q: 3 clusters Score -831275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -831279.375000 Penalty: 4438.434082
	Iteration 30Q: 3 clusters Score -831279.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -831278.437500 Penalty: 4438.434082
	Iteration 31Q: 3 clusters Score -831278.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -831283.187500 Penalty: 4438.434082
	Iteration 32Q: 3 clusters Score -831283.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -831287.875000 Penalty: 4438.434082
	Iteration 33Q: 3 clusters Score -831287.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -831291.625000 Penalty: 4438.434082
	Iteration 34Q: 3 clusters Score -831291.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -831291.500000 Penalty: 4438.434082
	Iteration 35Q: 3 clusters Score -831291.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -831295.375000 Penalty: 4438.434082
	Iteration 36Q: 3 clusters Score -831295.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -831297.062500 Penalty: 4438.434082
	Iteration 37Q: 3 clusters Score -831297.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -831298.750000 Penalty: 4438.434082
	Iteration 38Q: 3 clusters Score -831298.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -831299.875000 Penalty: 4438.434082
	Iteration 39Q: 3 clusters Score -831299.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -831299.750000 Penalty: 4438.434082
	Iteration 40F: 3 clusters Score -831299.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -831299.500000 Penalty: 4438.434082
	Iteration 41Q: 3 clusters Score -831299.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -831299.437500 Penalty: 4438.434082
	Iteration 42Q: 3 clusters Score -831299.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -831298.187500 Penalty: 4438.434082
	Iteration 43Q: 3 clusters Score -831298.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -831301.250000 Penalty: 4438.434082
	Iteration 44Q: 3 clusters Score -831301.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -831301.875000 Penalty: 4438.434082
	Iteration 45Q: 3 clusters Score -831301.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -831301.875000 Penalty: 4438.434082
	Iteration 46F: 3 clusters Score -831301.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Entering Unmasked Estep 
Score: -187298.796875 Penalty: 1867.292847
	Iteration 0F: 2 clusters Score -187298.8 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 903 members 
Entering Unmasked Estep 
Score: -184744.781250 Penalty: 3734.585693
	Iteration 0F: 3 clusters Score -184744.8 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -185238.578125 Penalty: 3734.585693
	Iteration 1F: 3 clusters Score -185238.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -185398.671875 Penalty: 3734.585693
	Iteration 2F: 3 clusters Score -185398.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -185487.453125 Penalty: 3734.585693
	Iteration 3Q: 3 clusters Score -185487.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -185557.781250 Penalty: 3734.585693
	Iteration 4Q: 3 clusters Score -185557.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -185627.031250 Penalty: 3734.585693
	Iteration 5Q: 3 clusters Score -185627 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -185673.078125 Penalty: 3734.585693
	Iteration 6Q: 3 clusters Score -185673.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -185702.390625 Penalty: 3734.585693
	Iteration 7Q: 3 clusters Score -185702.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -185729.703125 Penalty: 3734.585693
	Iteration 8Q: 3 clusters Score -185729.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -185753.171875 Penalty: 3734.585693
	Iteration 9Q: 3 clusters Score -185753.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -185769.812500 Penalty: 3734.585693
	Iteration 10Q: 3 clusters Score -185769.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -185780.515625 Penalty: 3734.585693
	Iteration 11Q: 3 clusters Score -185780.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -185788.859375 Penalty: 3734.585693
	Iteration 12Q: 3 clusters Score -185788.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -185795.453125 Penalty: 3734.585693
	Iteration 13Q: 3 clusters Score -185795.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -185801.593750 Penalty: 3734.585693
	Iteration 14Q: 3 clusters Score -185801.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -185809.656250 Penalty: 3734.585693
	Iteration 15Q: 3 clusters Score -185809.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -185817.921875 Penalty: 3734.585693
	Iteration 16Q: 3 clusters Score -185817.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -185823.812500 Penalty: 3734.585693
	Iteration 17Q: 3 clusters Score -185823.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -185830.546875 Penalty: 3734.585693
	Iteration 18Q: 3 clusters Score -185830.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -185835.421875 Penalty: 3734.585693
	Iteration 19Q: 3 clusters Score -185835.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -185840.359375 Penalty: 3734.585693
	Iteration 20F: 3 clusters Score -185840.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -185846.750000 Penalty: 3734.585693
	Iteration 21Q: 3 clusters Score -185846.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -185852.406250 Penalty: 3734.585693
	Iteration 22Q: 3 clusters Score -185852.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -185855.750000 Penalty: 3734.585693
	Iteration 23Q: 3 clusters Score -185855.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -185861.562500 Penalty: 3734.585693
	Iteration 24Q: 3 clusters Score -185861.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -185872.984375 Penalty: 3734.585693
	Iteration 25Q: 3 clusters Score -185873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -185884.375000 Penalty: 3734.585693
	Iteration 26Q: 3 clusters Score -185884.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -185891.468750 Penalty: 3734.585693
	Iteration 27Q: 3 clusters Score -185891.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -185899.843750 Penalty: 3734.585693
	Iteration 28Q: 3 clusters Score -185899.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -185915.328125 Penalty: 3734.585693
	Iteration 29Q: 3 clusters Score -185915.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -185930.359375 Penalty: 3734.585693
	Iteration 30Q: 3 clusters Score -185930.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -185938.359375 Penalty: 3734.585693
	Iteration 31Q: 3 clusters Score -185938.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -185943.906250 Penalty: 3734.585693
	Iteration 32Q: 3 clusters Score -185943.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -185946.406250 Penalty: 3734.585693
	Iteration 33Q: 3 clusters Score -185946.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -185950.687500 Penalty: 3734.585693
	Iteration 34Q: 3 clusters Score -185950.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -185956.703125 Penalty: 3734.585693
	Iteration 35Q: 3 clusters Score -185956.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -185964.484375 Penalty: 3734.585693
	Iteration 36Q: 3 clusters Score -185964.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -185973.828125 Penalty: 3734.585693
	Iteration 37Q: 3 clusters Score -185973.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -185984.296875 Penalty: 3734.585693
	Iteration 38Q: 3 clusters Score -185984.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -185994.609375 Penalty: 3734.585693
	Iteration 39Q: 3 clusters Score -185994.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -186002.000000 Penalty: 3734.585693
	Iteration 40F: 3 clusters Score -186002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -186006.843750 Penalty: 3734.585693
	Iteration 41Q: 3 clusters Score -186006.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -186014.109375 Penalty: 3734.585693
	Iteration 42Q: 3 clusters Score -186014.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -186025.640625 Penalty: 3734.585693
	Iteration 43Q: 3 clusters Score -186025.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -186032.046875 Penalty: 3734.585693
	Iteration 44Q: 3 clusters Score -186032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -186036.156250 Penalty: 3734.585693
	Iteration 45Q: 3 clusters Score -186036.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -186042.640625 Penalty: 3734.585693
	Iteration 46Q: 3 clusters Score -186042.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -186048.375000 Penalty: 3734.585693
	Iteration 47Q: 3 clusters Score -186048.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -186053.578125 Penalty: 3734.585693
	Iteration 48Q: 3 clusters Score -186053.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -186061.078125 Penalty: 3734.585693
	Iteration 49Q: 3 clusters Score -186061.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -186070.203125 Penalty: 3734.585693
	Iteration 50Q: 3 clusters Score -186070.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -186075.656250 Penalty: 3734.585693
	Iteration 51Q: 3 clusters Score -186075.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -186082.171875 Penalty: 3734.585693
	Iteration 52Q: 3 clusters Score -186082.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -186088.062500 Penalty: 3734.585693
	Iteration 53Q: 3 clusters Score -186088.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -186091.328125 Penalty: 3734.585693
	Iteration 54Q: 3 clusters Score -186091.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -186093.906250 Penalty: 3734.585693
	Iteration 55Q: 3 clusters Score -186093.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -186095.484375 Penalty: 3734.585693
	Iteration 56Q: 3 clusters Score -186095.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -186098.156250 Penalty: 3734.585693
	Iteration 57Q: 3 clusters Score -186098.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -186101.484375 Penalty: 3734.585693
	Iteration 58Q: 3 clusters Score -186101.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -186102.406250 Penalty: 3734.585693
	Iteration 59Q: 3 clusters Score -186102.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -186102.937500 Penalty: 3734.585693
	Iteration 60F: 3 clusters Score -186102.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -186104.656250 Penalty: 3734.585693
	Iteration 61Q: 3 clusters Score -186104.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -186105.250000 Penalty: 3734.585693
	Iteration 62Q: 3 clusters Score -186105.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -186106.359375 Penalty: 3734.585693
	Iteration 63Q: 3 clusters Score -186106.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -186108.468750 Penalty: 3734.585693
	Iteration 64Q: 3 clusters Score -186108.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -186108.281250 Penalty: 3734.585693
	Iteration 65Q: 3 clusters Score -186108.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -186110.218750 Penalty: 3734.585693
	Iteration 66Q: 3 clusters Score -186110.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -186112.671875 Penalty: 3734.585693
	Iteration 67Q: 3 clusters Score -186112.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -186115.625000 Penalty: 3734.585693
	Iteration 68Q: 3 clusters Score -186115.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -186115.796875 Penalty: 3734.585693
	Iteration 69Q: 3 clusters Score -186115.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -186116.281250 Penalty: 3734.585693
	Iteration 70Q: 3 clusters Score -186116.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -186117.109375 Penalty: 3734.585693
	Iteration 71Q: 3 clusters Score -186117.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -186118.437500 Penalty: 3734.585693
	Iteration 72Q: 3 clusters Score -186118.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -186120.843750 Penalty: 3734.585693
	Iteration 73Q: 3 clusters Score -186120.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -186122.671875 Penalty: 3734.585693
	Iteration 74Q: 3 clusters Score -186122.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -186123.468750 Penalty: 3734.585693
	Iteration 75Q: 3 clusters Score -186123.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -186123.468750 Penalty: 3734.585693
	Iteration 76F: 3 clusters Score -186123.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Entering Unmasked Estep 
Score: -395412.625000 Penalty: 2164.930664
	Iteration 0F: 2 clusters Score -395412.6 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 3084 members 
Entering Unmasked Estep 
Score: -390190.062500 Penalty: 4329.861328
	Iteration 0F: 3 clusters Score -390190.1 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -391728.281250 Penalty: 4329.861328
	Iteration 1F: 3 clusters Score -391728.3 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -392098.781250 Penalty: 4329.861328
	Iteration 2F: 3 clusters Score -392098.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -392463.218750 Penalty: 4329.861328
	Iteration 3F: 3 clusters Score -392463.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -392916.968750 Penalty: 4329.861328
	Iteration 4F: 3 clusters Score -392917 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -393353.968750 Penalty: 4329.861328
	Iteration 5F: 3 clusters Score -393354 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -393739.250000 Penalty: 4329.861328
	Iteration 6F: 3 clusters Score -393739.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -394034.937500 Penalty: 4329.861328
	Iteration 7F: 3 clusters Score -394034.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -394251.687500 Penalty: 4329.861328
	Iteration 8Q: 3 clusters Score -394251.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -394394.875000 Penalty: 4329.861328
	Iteration 9Q: 3 clusters Score -394394.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -394509.437500 Penalty: 4329.861328
	Iteration 10Q: 3 clusters Score -394509.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -394610.250000 Penalty: 4329.861328
	Iteration 11Q: 3 clusters Score -394610.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -394687.062500 Penalty: 4329.861328
	Iteration 12Q: 3 clusters Score -394687.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -394740.093750 Penalty: 4329.861328
	Iteration 13Q: 3 clusters Score -394740.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -394776.000000 Penalty: 4329.861328
	Iteration 14Q: 3 clusters Score -394776 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -394795.406250 Penalty: 4329.861328
	Iteration 15Q: 3 clusters Score -394795.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -394806.875000 Penalty: 4329.861328
	Iteration 16Q: 3 clusters Score -394806.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -394814.625000 Penalty: 4329.861328
	Iteration 17Q: 3 clusters Score -394814.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -394821.031250 Penalty: 4329.861328
	Iteration 18Q: 3 clusters Score -394821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -394826.937500 Penalty: 4329.861328
	Iteration 19Q: 3 clusters Score -394826.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -394833.468750 Penalty: 4329.861328
	Iteration 20F: 3 clusters Score -394833.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -394838.500000 Penalty: 4329.861328
	Iteration 21Q: 3 clusters Score -394838.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -394841.281250 Penalty: 4329.861328
	Iteration 22Q: 3 clusters Score -394841.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -394842.187500 Penalty: 4329.861328
	Iteration 23Q: 3 clusters Score -394842.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -394842.750000 Penalty: 4329.861328
	Iteration 24Q: 3 clusters Score -394842.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -394843.031250 Penalty: 4329.861328
	Iteration 25Q: 3 clusters Score -394843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -394844.281250 Penalty: 4329.861328
	Iteration 26Q: 3 clusters Score -394844.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -394844.531250 Penalty: 4329.861328
	Iteration 27Q: 3 clusters Score -394844.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -394844.843750 Penalty: 4329.861328
	Iteration 28Q: 3 clusters Score -394844.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -394847.437500 Penalty: 4329.861328
	Iteration 29Q: 3 clusters Score -394847.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -394848.906250 Penalty: 4329.861328
	Iteration 30Q: 3 clusters Score -394848.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -394850.250000 Penalty: 4329.861328
	Iteration 31Q: 3 clusters Score -394850.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -394851.750000 Penalty: 4329.861328
	Iteration 32Q: 3 clusters Score -394851.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -394854.312500 Penalty: 4329.861328
	Iteration 33Q: 3 clusters Score -394854.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -394856.687500 Penalty: 4329.861328
	Iteration 34Q: 3 clusters Score -394856.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -394856.031250 Penalty: 4329.861328
	Iteration 35Q: 3 clusters Score -394856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -394857.937500 Penalty: 4329.861328
	Iteration 36Q: 3 clusters Score -394857.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -394857.875000 Penalty: 4329.861328
	Iteration 37Q: 3 clusters Score -394857.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -394857.812500 Penalty: 4329.861328
	Iteration 38Q: 3 clusters Score -394857.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -394857.812500 Penalty: 4329.861328
	Iteration 39F: 3 clusters Score -394857.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -70694.570312 Penalty: 1630.272583
	Iteration 0F: 2 clusters Score -70694.57 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 357 members 
Entering Unmasked Estep 
Score: -68966.609375 Penalty: 3260.545166
	Iteration 0F: 3 clusters Score -68966.61 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -69150.601562 Penalty: 3260.545166
	Iteration 1F: 3 clusters Score -69150.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -69232.078125 Penalty: 3260.545166
	Iteration 2F: 3 clusters Score -69232.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -69290.585938 Penalty: 3260.545166
	Iteration 3Q: 3 clusters Score -69290.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -69339.656250 Penalty: 3260.545166
	Iteration 4Q: 3 clusters Score -69339.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -69358.234375 Penalty: 3260.545166
	Iteration 5Q: 3 clusters Score -69358.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -69369.484375 Penalty: 3260.545166
	Iteration 6Q: 3 clusters Score -69369.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -69370.609375 Penalty: 3260.545166
	Iteration 7Q: 3 clusters Score -69370.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -69370.609375 Penalty: 3260.545166
	Iteration 8F: 3 clusters Score -69370.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (90167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90167 members 
Entering Unmasked Estep 
Score: -9833525.000000 Penalty: 2829.535889
	Iteration 0F: 2 clusters Score -9833525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 45034 members 
Entering Unmasked Estep 
Score: -9772999.000000 Penalty: 5659.071777
	Iteration 0F: 3 clusters Score -9772999 nChanged 42495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46074 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -9797054.000000 Penalty: 5659.071777
	Iteration 1F: 3 clusters Score -9797054 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46771 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -9797760.000000 Penalty: 5659.071777
	Iteration 2Q: 3 clusters Score -9797760 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -9798556.000000 Penalty: 5659.071777
	Iteration 3Q: 3 clusters Score -9798556 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49256 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -9799466.000000 Penalty: 5659.071777
	Iteration 4Q: 3 clusters Score -9799466 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51358 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -9800761.000000 Penalty: 5659.071777
	Iteration 5Q: 3 clusters Score -9800761 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54421 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -9802644.000000 Penalty: 5659.071777
	Iteration 6Q: 3 clusters Score -9802644 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58574 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -9805465.000000 Penalty: 5659.071777
	Iteration 7F: 3 clusters Score -9805465 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63696 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -9809421.000000 Penalty: 5659.071777
	Iteration 8F: 3 clusters Score -9809421 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69454 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -9814159.000000 Penalty: 5659.071777
	Iteration 9F: 3 clusters Score -9814159 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75230 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -9819328.000000 Penalty: 5659.071777
	Iteration 10F: 3 clusters Score -9819328 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80090 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -9823730.000000 Penalty: 5659.071777
	Iteration 11F: 3 clusters Score -9823730 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83544 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -9826822.000000 Penalty: 5659.071777
	Iteration 12Q: 3 clusters Score -9826822 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85708 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -9828598.000000 Penalty: 5659.071777
	Iteration 13Q: 3 clusters Score -9828598 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87007 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -9829597.000000 Penalty: 5659.071777
	Iteration 14Q: 3 clusters Score -9829597 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87816 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -9830125.000000 Penalty: 5659.071777
	Iteration 15Q: 3 clusters Score -9830125 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88312 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -9830473.000000 Penalty: 5659.071777
	Iteration 16Q: 3 clusters Score -9830473 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88587 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -9830654.000000 Penalty: 5659.071777
	Iteration 17Q: 3 clusters Score -9830654 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88772 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -9830778.000000 Penalty: 5659.071777
	Iteration 18Q: 3 clusters Score -9830778 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88895 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -9830905.000000 Penalty: 5659.071777
	Iteration 19Q: 3 clusters Score -9830905 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88996 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -9830958.000000 Penalty: 5659.071777
	Iteration 20F: 3 clusters Score -9830958 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89067 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -9831008.000000 Penalty: 5659.071777
	Iteration 21Q: 3 clusters Score -9831008 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89122 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -9831056.000000 Penalty: 5659.071777
	Iteration 22Q: 3 clusters Score -9831056 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89160 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -9831069.000000 Penalty: 5659.071777
	Iteration 23Q: 3 clusters Score -9831069 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89204 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -9831104.000000 Penalty: 5659.071777
	Iteration 24Q: 3 clusters Score -9831104 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89235 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -9831136.000000 Penalty: 5659.071777
	Iteration 25Q: 3 clusters Score -9831136 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89271 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -9831147.000000 Penalty: 5659.071777
	Iteration 26Q: 3 clusters Score -9831147 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89301 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -9831169.000000 Penalty: 5659.071777
	Iteration 27Q: 3 clusters Score -9831169 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89330 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -9831200.000000 Penalty: 5659.071777
	Iteration 28Q: 3 clusters Score -9831200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89353 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -9831241.000000 Penalty: 5659.071777
	Iteration 29Q: 3 clusters Score -9831241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89372 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -9831249.000000 Penalty: 5659.071777
	Iteration 30Q: 3 clusters Score -9831249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89389 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -9831261.000000 Penalty: 5659.071777
	Iteration 31Q: 3 clusters Score -9831261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89397 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -9831277.000000 Penalty: 5659.071777
	Iteration 32Q: 3 clusters Score -9831277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89401 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -9831277.000000 Penalty: 5659.071777
	Iteration 33Q: 3 clusters Score -9831277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89406 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -9831275.000000 Penalty: 5659.071777
	Iteration 34Q: 3 clusters Score -9831275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89408 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -9831266.000000 Penalty: 5659.071777
	Iteration 35Q: 3 clusters Score -9831266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89410 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9831279.000000 Penalty: 5659.071777
	Iteration 36Q: 3 clusters Score -9831279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89414 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -9831292.000000 Penalty: 5659.071777
	Iteration 37Q: 3 clusters Score -9831292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89418 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -9831279.000000 Penalty: 5659.071777
	Iteration 38Q: 3 clusters Score -9831279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89420 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -9831280.000000 Penalty: 5659.071777
	Iteration 39Q: 3 clusters Score -9831280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89420 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -9831280.000000 Penalty: 5659.071777
	Iteration 40F: 3 clusters Score -9831280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Entering Unmasked Estep 
Score: -621270.062500 Penalty: 2226.957764
	Iteration 0F: 2 clusters Score -621270.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -614806.312500 Penalty: 4453.915527
	Iteration 0F: 3 clusters Score -614806.3 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -616727.875000 Penalty: 4453.915527
	Iteration 1F: 3 clusters Score -616727.9 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -617193.312500 Penalty: 4453.915527
	Iteration 2F: 3 clusters Score -617193.3 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -617742.812500 Penalty: 4453.915527
	Iteration 3F: 3 clusters Score -617742.8 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -618306.937500 Penalty: 4453.915527
	Iteration 4F: 3 clusters Score -618306.9 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -618783.250000 Penalty: 4453.915527
	Iteration 5F: 3 clusters Score -618783.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -619219.937500 Penalty: 4453.915527
	Iteration 6F: 3 clusters Score -619219.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -619596.437500 Penalty: 4453.915527
	Iteration 7Q: 3 clusters Score -619596.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -619912.062500 Penalty: 4453.915527
	Iteration 8Q: 3 clusters Score -619912.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -620193.000000 Penalty: 4453.915527
	Iteration 9Q: 3 clusters Score -620193 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -620396.687500 Penalty: 4453.915527
	Iteration 10Q: 3 clusters Score -620396.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -620522.500000 Penalty: 4453.915527
	Iteration 11Q: 3 clusters Score -620522.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -620595.000000 Penalty: 4453.915527
	Iteration 12Q: 3 clusters Score -620595 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -620633.187500 Penalty: 4453.915527
	Iteration 13Q: 3 clusters Score -620633.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -620652.625000 Penalty: 4453.915527
	Iteration 14Q: 3 clusters Score -620652.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -620666.000000 Penalty: 4453.915527
	Iteration 15Q: 3 clusters Score -620666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -620671.500000 Penalty: 4453.915527
	Iteration 16Q: 3 clusters Score -620671.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -620677.312500 Penalty: 4453.915527
	Iteration 17Q: 3 clusters Score -620677.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -620683.875000 Penalty: 4453.915527
	Iteration 18Q: 3 clusters Score -620683.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -620687.750000 Penalty: 4453.915527
	Iteration 19Q: 3 clusters Score -620687.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -620690.000000 Penalty: 4453.915527
	Iteration 20F: 3 clusters Score -620690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -620692.062500 Penalty: 4453.915527
	Iteration 21Q: 3 clusters Score -620692.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -620692.750000 Penalty: 4453.915527
	Iteration 22Q: 3 clusters Score -620692.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -620692.875000 Penalty: 4453.915527
	Iteration 23Q: 3 clusters Score -620692.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -620692.187500 Penalty: 4453.915527
	Iteration 24Q: 3 clusters Score -620692.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -620692.187500 Penalty: 4453.915527
	Iteration 25F: 3 clusters Score -620692.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Entering Unmasked Estep 
Score: -3386500.000000 Penalty: 2567.085205
	Iteration 0F: 2 clusters Score -3386500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -3364963.000000 Penalty: 5134.170410
	Iteration 0F: 3 clusters Score -3364963 nChanged 14226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -3373063.250000 Penalty: 5134.170410
	Iteration 1F: 3 clusters Score -3373063 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -3373584.750000 Penalty: 5134.170410
	Iteration 2Q: 3 clusters Score -3373585 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -3374038.500000 Penalty: 5134.170410
	Iteration 3Q: 3 clusters Score -3374038 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -3374457.500000 Penalty: 5134.170410
	Iteration 4Q: 3 clusters Score -3374458 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -3374866.750000 Penalty: 5134.170410
	Iteration 5Q: 3 clusters Score -3374867 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -3375303.000000 Penalty: 5134.170410
	Iteration 6Q: 3 clusters Score -3375303 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -3375827.000000 Penalty: 5134.170410
	Iteration 7Q: 3 clusters Score -3375827 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -3376364.500000 Penalty: 5134.170410
	Iteration 8Q: 3 clusters Score -3376364 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -3376992.000000 Penalty: 5134.170410
	Iteration 9Q: 3 clusters Score -3376992 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -3377725.500000 Penalty: 5134.170410
	Iteration 10Q: 3 clusters Score -3377726 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -3378569.500000 Penalty: 5134.170410
	Iteration 11Q: 3 clusters Score -3378570 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -3379406.000000 Penalty: 5134.170410
	Iteration 12Q: 3 clusters Score -3379406 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -3380203.000000 Penalty: 5134.170410
	Iteration 13Q: 3 clusters Score -3380203 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -3381014.750000 Penalty: 5134.170410
	Iteration 14Q: 3 clusters Score -3381015 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -3381734.750000 Penalty: 5134.170410
	Iteration 15Q: 3 clusters Score -3381735 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -3382385.500000 Penalty: 5134.170410
	Iteration 16Q: 3 clusters Score -3382386 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -3382899.500000 Penalty: 5134.170410
	Iteration 17Q: 3 clusters Score -3382900 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -3383366.250000 Penalty: 5134.170410
	Iteration 18Q: 3 clusters Score -3383366 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -3383748.500000 Penalty: 5134.170410
	Iteration 19Q: 3 clusters Score -3383748 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -3383971.000000 Penalty: 5134.170410
	Iteration 20F: 3 clusters Score -3383971 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -3384152.000000 Penalty: 5134.170410
	Iteration 21Q: 3 clusters Score -3384152 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -3384244.250000 Penalty: 5134.170410
	Iteration 22Q: 3 clusters Score -3384244 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -3384334.500000 Penalty: 5134.170410
	Iteration 23Q: 3 clusters Score -3384334 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -3384386.750000 Penalty: 5134.170410
	Iteration 24Q: 3 clusters Score -3384387 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -3384439.500000 Penalty: 5134.170410
	Iteration 25Q: 3 clusters Score -3384440 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -3384473.750000 Penalty: 5134.170410
	Iteration 26Q: 3 clusters Score -3384474 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -3384513.000000 Penalty: 5134.170410
	Iteration 27Q: 3 clusters Score -3384513 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -3384544.500000 Penalty: 5134.170410
	Iteration 28Q: 3 clusters Score -3384544 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -3384571.500000 Penalty: 5134.170410
	Iteration 29Q: 3 clusters Score -3384572 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -3384580.500000 Penalty: 5134.170410
	Iteration 30Q: 3 clusters Score -3384580 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -3384590.500000 Penalty: 5134.170410
	Iteration 31Q: 3 clusters Score -3384590 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -3384613.000000 Penalty: 5134.170410
	Iteration 32Q: 3 clusters Score -3384613 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -3384622.250000 Penalty: 5134.170410
	Iteration 33Q: 3 clusters Score -3384622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -3384640.500000 Penalty: 5134.170410
	Iteration 34Q: 3 clusters Score -3384640 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -3384655.750000 Penalty: 5134.170410
	Iteration 35Q: 3 clusters Score -3384656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -3384668.000000 Penalty: 5134.170410
	Iteration 36Q: 3 clusters Score -3384668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -3384677.500000 Penalty: 5134.170410
	Iteration 37Q: 3 clusters Score -3384678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -3384686.250000 Penalty: 5134.170410
	Iteration 38Q: 3 clusters Score -3384686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -3384694.000000 Penalty: 5134.170410
	Iteration 39Q: 3 clusters Score -3384694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -3384707.750000 Penalty: 5134.170410
	Iteration 40F: 3 clusters Score -3384708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -3384724.250000 Penalty: 5134.170410
	Iteration 41Q: 3 clusters Score -3384724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -3384740.500000 Penalty: 5134.170410
	Iteration 42Q: 3 clusters Score -3384740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -3384760.500000 Penalty: 5134.170410
	Iteration 43Q: 3 clusters Score -3384760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -3384790.500000 Penalty: 5134.170410
	Iteration 44Q: 3 clusters Score -3384790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -3384815.750000 Penalty: 5134.170410
	Iteration 45Q: 3 clusters Score -3384816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -3384830.750000 Penalty: 5134.170410
	Iteration 46Q: 3 clusters Score -3384831 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -3384848.500000 Penalty: 5134.170410
	Iteration 47Q: 3 clusters Score -3384848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -3384851.000000 Penalty: 5134.170410
	Iteration 48Q: 3 clusters Score -3384851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -3384858.250000 Penalty: 5134.170410
	Iteration 49Q: 3 clusters Score -3384858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -3384864.500000 Penalty: 5134.170410
	Iteration 50Q: 3 clusters Score -3384864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -3384872.000000 Penalty: 5134.170410
	Iteration 51Q: 3 clusters Score -3384872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -3384871.250000 Penalty: 5134.170410
	Iteration 52Q: 3 clusters Score -3384871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -3384875.750000 Penalty: 5134.170410
	Iteration 53Q: 3 clusters Score -3384876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -3384880.250000 Penalty: 5134.170410
	Iteration 54Q: 3 clusters Score -3384880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -3384880.500000 Penalty: 5134.170410
	Iteration 55Q: 3 clusters Score -3384880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -3384882.000000 Penalty: 5134.170410
	Iteration 56Q: 3 clusters Score -3384882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -3384884.000000 Penalty: 5134.170410
	Iteration 57Q: 3 clusters Score -3384884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -3384886.750000 Penalty: 5134.170410
	Iteration 58Q: 3 clusters Score -3384887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -3384887.750000 Penalty: 5134.170410
	Iteration 59Q: 3 clusters Score -3384888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -3384889.000000 Penalty: 5134.170410
	Iteration 60F: 3 clusters Score -3384889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -3384886.250000 Penalty: 5134.170410
	Iteration 61Q: 3 clusters Score -3384886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -3384885.000000 Penalty: 5134.170410
	Iteration 62Q: 3 clusters Score -3384885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -3384889.000000 Penalty: 5134.170410
	Iteration 63Q: 3 clusters Score -3384889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -3384887.750000 Penalty: 5134.170410
	Iteration 64Q: 3 clusters Score -3384888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -3384887.750000 Penalty: 5134.170410
	Iteration 65F: 3 clusters Score -3384888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Entering Unmasked Estep 
Score: -620975.125000 Penalty: 2174.683594
	Iteration 0F: 2 clusters Score -620975.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -615583.000000 Penalty: 4349.367188
	Iteration 0F: 3 clusters Score -615583 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -617214.500000 Penalty: 4349.367188
	Iteration 1F: 3 clusters Score -617214.5 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -617621.875000 Penalty: 4349.367188
	Iteration 2F: 3 clusters Score -617621.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -617922.562500 Penalty: 4349.367188
	Iteration 3F: 3 clusters Score -617922.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -618179.687500 Penalty: 4349.367188
	Iteration 4F: 3 clusters Score -618179.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -618390.875000 Penalty: 4349.367188
	Iteration 5Q: 3 clusters Score -618390.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -618575.375000 Penalty: 4349.367188
	Iteration 6Q: 3 clusters Score -618575.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -618738.625000 Penalty: 4349.367188
	Iteration 7Q: 3 clusters Score -618738.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -618860.375000 Penalty: 4349.367188
	Iteration 8Q: 3 clusters Score -618860.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -618962.562500 Penalty: 4349.367188
	Iteration 9Q: 3 clusters Score -618962.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -619051.250000 Penalty: 4349.367188
	Iteration 10Q: 3 clusters Score -619051.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -619121.875000 Penalty: 4349.367188
	Iteration 11Q: 3 clusters Score -619121.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -619168.937500 Penalty: 4349.367188
	Iteration 12Q: 3 clusters Score -619168.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -619205.375000 Penalty: 4349.367188
	Iteration 13Q: 3 clusters Score -619205.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -619227.437500 Penalty: 4349.367188
	Iteration 14Q: 3 clusters Score -619227.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -619242.812500 Penalty: 4349.367188
	Iteration 15Q: 3 clusters Score -619242.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -619252.687500 Penalty: 4349.367188
	Iteration 16Q: 3 clusters Score -619252.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -619261.562500 Penalty: 4349.367188
	Iteration 17Q: 3 clusters Score -619261.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -619269.937500 Penalty: 4349.367188
	Iteration 18Q: 3 clusters Score -619269.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -619275.375000 Penalty: 4349.367188
	Iteration 19Q: 3 clusters Score -619275.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -619278.062500 Penalty: 4349.367188
	Iteration 20F: 3 clusters Score -619278.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -619280.875000 Penalty: 4349.367188
	Iteration 21Q: 3 clusters Score -619280.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -619284.875000 Penalty: 4349.367188
	Iteration 22Q: 3 clusters Score -619284.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -619286.562500 Penalty: 4349.367188
	Iteration 23Q: 3 clusters Score -619286.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -619287.750000 Penalty: 4349.367188
	Iteration 24Q: 3 clusters Score -619287.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -619287.937500 Penalty: 4349.367188
	Iteration 25Q: 3 clusters Score -619287.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -619287.937500 Penalty: 4349.367188
	Iteration 26F: 3 clusters Score -619287.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Entering Unmasked Estep 
Score: -466058.875000 Penalty: 2091.908447
	Iteration 0F: 2 clusters Score -466058.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -461825.625000 Penalty: 4183.816895
	Iteration 0F: 3 clusters Score -461825.6 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -462812.281250 Penalty: 4183.816895
	Iteration 1F: 3 clusters Score -462812.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -463031.875000 Penalty: 4183.816895
	Iteration 2F: 3 clusters Score -463031.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -463163.406250 Penalty: 4183.816895
	Iteration 3Q: 3 clusters Score -463163.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -463244.312500 Penalty: 4183.816895
	Iteration 4Q: 3 clusters Score -463244.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -463305.718750 Penalty: 4183.816895
	Iteration 5Q: 3 clusters Score -463305.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -463366.312500 Penalty: 4183.816895
	Iteration 6Q: 3 clusters Score -463366.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -463426.406250 Penalty: 4183.816895
	Iteration 7Q: 3 clusters Score -463426.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -463467.812500 Penalty: 4183.816895
	Iteration 8Q: 3 clusters Score -463467.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -463508.875000 Penalty: 4183.816895
	Iteration 9Q: 3 clusters Score -463508.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -463550.593750 Penalty: 4183.816895
	Iteration 10Q: 3 clusters Score -463550.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -463590.343750 Penalty: 4183.816895
	Iteration 11Q: 3 clusters Score -463590.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -463652.281250 Penalty: 4183.816895
	Iteration 12Q: 3 clusters Score -463652.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -463713.500000 Penalty: 4183.816895
	Iteration 13Q: 3 clusters Score -463713.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -463760.875000 Penalty: 4183.816895
	Iteration 14Q: 3 clusters Score -463760.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -463803.656250 Penalty: 4183.816895
	Iteration 15Q: 3 clusters Score -463803.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -463843.531250 Penalty: 4183.816895
	Iteration 16Q: 3 clusters Score -463843.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -463887.125000 Penalty: 4183.816895
	Iteration 17Q: 3 clusters Score -463887.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -463938.843750 Penalty: 4183.816895
	Iteration 18Q: 3 clusters Score -463938.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -463981.062500 Penalty: 4183.816895
	Iteration 19Q: 3 clusters Score -463981.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -464015.343750 Penalty: 4183.816895
	Iteration 20F: 3 clusters Score -464015.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -464058.281250 Penalty: 4183.816895
	Iteration 21Q: 3 clusters Score -464058.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -464104.406250 Penalty: 4183.816895
	Iteration 22Q: 3 clusters Score -464104.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -464153.343750 Penalty: 4183.816895
	Iteration 23Q: 3 clusters Score -464153.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -464196.937500 Penalty: 4183.816895
	Iteration 24Q: 3 clusters Score -464196.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -464238.875000 Penalty: 4183.816895
	Iteration 25Q: 3 clusters Score -464238.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -464280.218750 Penalty: 4183.816895
	Iteration 26Q: 3 clusters Score -464280.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -464322.937500 Penalty: 4183.816895
	Iteration 27Q: 3 clusters Score -464322.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -464363.500000 Penalty: 4183.816895
	Iteration 28Q: 3 clusters Score -464363.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -464401.031250 Penalty: 4183.816895
	Iteration 29Q: 3 clusters Score -464401 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -464444.125000 Penalty: 4183.816895
	Iteration 30Q: 3 clusters Score -464444.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -464475.125000 Penalty: 4183.816895
	Iteration 31Q: 3 clusters Score -464475.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -464511.406250 Penalty: 4183.816895
	Iteration 32Q: 3 clusters Score -464511.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -464551.968750 Penalty: 4183.816895
	Iteration 33Q: 3 clusters Score -464552 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -464580.906250 Penalty: 4183.816895
	Iteration 34Q: 3 clusters Score -464580.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -464597.468750 Penalty: 4183.816895
	Iteration 35Q: 3 clusters Score -464597.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -464615.250000 Penalty: 4183.816895
	Iteration 36Q: 3 clusters Score -464615.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -464630.062500 Penalty: 4183.816895
	Iteration 37Q: 3 clusters Score -464630.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -464637.718750 Penalty: 4183.816895
	Iteration 38Q: 3 clusters Score -464637.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -464642.500000 Penalty: 4183.816895
	Iteration 39Q: 3 clusters Score -464642.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -464646.437500 Penalty: 4183.816895
	Iteration 40F: 3 clusters Score -464646.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -464648.093750 Penalty: 4183.816895
	Iteration 41Q: 3 clusters Score -464648.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -464650.718750 Penalty: 4183.816895
	Iteration 42Q: 3 clusters Score -464650.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -464653.062500 Penalty: 4183.816895
	Iteration 43Q: 3 clusters Score -464653.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -464656.968750 Penalty: 4183.816895
	Iteration 44Q: 3 clusters Score -464657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -464660.468750 Penalty: 4183.816895
	Iteration 45Q: 3 clusters Score -464660.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -464663.843750 Penalty: 4183.816895
	Iteration 46Q: 3 clusters Score -464663.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -464664.562500 Penalty: 4183.816895
	Iteration 47Q: 3 clusters Score -464664.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -464667.531250 Penalty: 4183.816895
	Iteration 48Q: 3 clusters Score -464667.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -464667.843750 Penalty: 4183.816895
	Iteration 49Q: 3 clusters Score -464667.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -464667.843750 Penalty: 4183.816895
	Iteration 50F: 3 clusters Score -464667.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Entering Unmasked Estep 
Score: -986321.250000 Penalty: 2299.875488
	Iteration 0F: 2 clusters Score -986321.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -978290.125000 Penalty: 4599.750977
	Iteration 0F: 3 clusters Score -978290.1 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -980743.000000 Penalty: 4599.750977
	Iteration 1F: 3 clusters Score -980743 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -981198.687500 Penalty: 4599.750977
	Iteration 2F: 3 clusters Score -981198.7 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -981619.250000 Penalty: 4599.750977
	Iteration 3F: 3 clusters Score -981619.2 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -982012.875000 Penalty: 4599.750977
	Iteration 4F: 3 clusters Score -982012.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -982321.562500 Penalty: 4599.750977
	Iteration 5F: 3 clusters Score -982321.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -982569.937500 Penalty: 4599.750977
	Iteration 6Q: 3 clusters Score -982569.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -982798.875000 Penalty: 4599.750977
	Iteration 7Q: 3 clusters Score -982798.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -983017.875000 Penalty: 4599.750977
	Iteration 8Q: 3 clusters Score -983017.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -983224.875000 Penalty: 4599.750977
	Iteration 9Q: 3 clusters Score -983224.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -983422.875000 Penalty: 4599.750977
	Iteration 10Q: 3 clusters Score -983422.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -983608.000000 Penalty: 4599.750977
	Iteration 11Q: 3 clusters Score -983608 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -983809.875000 Penalty: 4599.750977
	Iteration 12Q: 3 clusters Score -983809.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -984028.000000 Penalty: 4599.750977
	Iteration 13Q: 3 clusters Score -984028 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -984180.312500 Penalty: 4599.750977
	Iteration 14Q: 3 clusters Score -984180.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -984295.312500 Penalty: 4599.750977
	Iteration 15Q: 3 clusters Score -984295.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -984388.500000 Penalty: 4599.750977
	Iteration 16Q: 3 clusters Score -984388.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -984453.500000 Penalty: 4599.750977
	Iteration 17Q: 3 clusters Score -984453.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -984504.750000 Penalty: 4599.750977
	Iteration 18Q: 3 clusters Score -984504.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -984543.250000 Penalty: 4599.750977
	Iteration 19Q: 3 clusters Score -984543.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -984578.000000 Penalty: 4599.750977
	Iteration 20F: 3 clusters Score -984578 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -984603.062500 Penalty: 4599.750977
	Iteration 21Q: 3 clusters Score -984603.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -984637.312500 Penalty: 4599.750977
	Iteration 22Q: 3 clusters Score -984637.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -984671.687500 Penalty: 4599.750977
	Iteration 23Q: 3 clusters Score -984671.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -984719.562500 Penalty: 4599.750977
	Iteration 24Q: 3 clusters Score -984719.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -984765.125000 Penalty: 4599.750977
	Iteration 25Q: 3 clusters Score -984765.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -984798.625000 Penalty: 4599.750977
	Iteration 26Q: 3 clusters Score -984798.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -984833.875000 Penalty: 4599.750977
	Iteration 27Q: 3 clusters Score -984833.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -984849.875000 Penalty: 4599.750977
	Iteration 28Q: 3 clusters Score -984849.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -984863.312500 Penalty: 4599.750977
	Iteration 29Q: 3 clusters Score -984863.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -984876.937500 Penalty: 4599.750977
	Iteration 30Q: 3 clusters Score -984876.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -984885.375000 Penalty: 4599.750977
	Iteration 31Q: 3 clusters Score -984885.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -984893.375000 Penalty: 4599.750977
	Iteration 32Q: 3 clusters Score -984893.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -984897.437500 Penalty: 4599.750977
	Iteration 33Q: 3 clusters Score -984897.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -984901.625000 Penalty: 4599.750977
	Iteration 34Q: 3 clusters Score -984901.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -984904.312500 Penalty: 4599.750977
	Iteration 35Q: 3 clusters Score -984904.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -984906.937500 Penalty: 4599.750977
	Iteration 36Q: 3 clusters Score -984906.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -984908.375000 Penalty: 4599.750977
	Iteration 37Q: 3 clusters Score -984908.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -984911.437500 Penalty: 4599.750977
	Iteration 38Q: 3 clusters Score -984911.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -984909.437500 Penalty: 4599.750977
	Iteration 39Q: 3 clusters Score -984909.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -984911.250000 Penalty: 4599.750977
	Iteration 40F: 3 clusters Score -984911.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -984911.500000 Penalty: 4599.750977
	Iteration 41Q: 3 clusters Score -984911.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -984913.125000 Penalty: 4599.750977
	Iteration 42Q: 3 clusters Score -984913.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -984913.750000 Penalty: 4599.750977
	Iteration 43Q: 3 clusters Score -984913.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -984913.125000 Penalty: 4599.750977
	Iteration 44Q: 3 clusters Score -984913.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -984915.062500 Penalty: 4599.750977
	Iteration 45Q: 3 clusters Score -984915.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -984915.250000 Penalty: 4599.750977
	Iteration 46Q: 3 clusters Score -984915.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -984915.437500 Penalty: 4599.750977
	Iteration 47Q: 3 clusters Score -984915.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -984915.625000 Penalty: 4599.750977
	Iteration 48Q: 3 clusters Score -984915.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -984916.625000 Penalty: 4599.750977
	Iteration 49Q: 3 clusters Score -984916.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -984916.187500 Penalty: 4599.750977
	Iteration 50Q: 3 clusters Score -984916.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -984914.687500 Penalty: 4599.750977
	Iteration 51Q: 3 clusters Score -984914.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -984916.875000 Penalty: 4599.750977
	Iteration 52Q: 3 clusters Score -984916.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -984916.062500 Penalty: 4599.750977
	Iteration 53Q: 3 clusters Score -984916.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -984917.250000 Penalty: 4599.750977
	Iteration 54Q: 3 clusters Score -984917.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -984917.000000 Penalty: 4599.750977
	Iteration 55Q: 3 clusters Score -984917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -984917.000000 Penalty: 4599.750977
	Iteration 56F: 3 clusters Score -984917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Entering Unmasked Estep 
Score: -1617230.250000 Penalty: 2420.069824
	Iteration 0F: 2 clusters Score -1617230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1604984.000000 Penalty: 4840.139648
	Iteration 0F: 3 clusters Score -1604984 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1609579.000000 Penalty: 4840.139648
	Iteration 1F: 3 clusters Score -1609579 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1610466.625000 Penalty: 4840.139648
	Iteration 2F: 3 clusters Score -1610467 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1611250.625000 Penalty: 4840.139648
	Iteration 3F: 3 clusters Score -1611251 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1611934.875000 Penalty: 4840.139648
	Iteration 4F: 3 clusters Score -1611935 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1612500.125000 Penalty: 4840.139648
	Iteration 5F: 3 clusters Score -1612500 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1612913.625000 Penalty: 4840.139648
	Iteration 6Q: 3 clusters Score -1612914 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1613215.375000 Penalty: 4840.139648
	Iteration 7Q: 3 clusters Score -1613215 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1613424.375000 Penalty: 4840.139648
	Iteration 8Q: 3 clusters Score -1613424 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1613587.875000 Penalty: 4840.139648
	Iteration 9Q: 3 clusters Score -1613588 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1613725.125000 Penalty: 4840.139648
	Iteration 10Q: 3 clusters Score -1613725 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1613822.875000 Penalty: 4840.139648
	Iteration 11Q: 3 clusters Score -1613823 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1613929.250000 Penalty: 4840.139648
	Iteration 12Q: 3 clusters Score -1613929 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1614026.000000 Penalty: 4840.139648
	Iteration 13Q: 3 clusters Score -1614026 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1614115.000000 Penalty: 4840.139648
	Iteration 14Q: 3 clusters Score -1614115 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1614194.250000 Penalty: 4840.139648
	Iteration 15Q: 3 clusters Score -1614194 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1614253.000000 Penalty: 4840.139648
	Iteration 16Q: 3 clusters Score -1614253 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1614333.625000 Penalty: 4840.139648
	Iteration 17Q: 3 clusters Score -1614334 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1614401.875000 Penalty: 4840.139648
	Iteration 18Q: 3 clusters Score -1614402 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1614456.000000 Penalty: 4840.139648
	Iteration 19Q: 3 clusters Score -1614456 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1614511.000000 Penalty: 4840.139648
	Iteration 20F: 3 clusters Score -1614511 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1614558.250000 Penalty: 4840.139648
	Iteration 21Q: 3 clusters Score -1614558 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1614609.500000 Penalty: 4840.139648
	Iteration 22Q: 3 clusters Score -1614610 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1614652.625000 Penalty: 4840.139648
	Iteration 23Q: 3 clusters Score -1614653 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1614684.875000 Penalty: 4840.139648
	Iteration 24Q: 3 clusters Score -1614685 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1614723.500000 Penalty: 4840.139648
	Iteration 25Q: 3 clusters Score -1614724 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1614758.125000 Penalty: 4840.139648
	Iteration 26Q: 3 clusters Score -1614758 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1614793.375000 Penalty: 4840.139648
	Iteration 27Q: 3 clusters Score -1614793 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1614830.375000 Penalty: 4840.139648
	Iteration 28Q: 3 clusters Score -1614830 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1614874.125000 Penalty: 4840.139648
	Iteration 29Q: 3 clusters Score -1614874 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1614918.875000 Penalty: 4840.139648
	Iteration 30Q: 3 clusters Score -1614919 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1614965.625000 Penalty: 4840.139648
	Iteration 31Q: 3 clusters Score -1614966 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1615007.000000 Penalty: 4840.139648
	Iteration 32Q: 3 clusters Score -1615007 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1615051.500000 Penalty: 4840.139648
	Iteration 33Q: 3 clusters Score -1615052 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1615101.500000 Penalty: 4840.139648
	Iteration 34Q: 3 clusters Score -1615102 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1615139.625000 Penalty: 4840.139648
	Iteration 35Q: 3 clusters Score -1615140 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1615170.000000 Penalty: 4840.139648
	Iteration 36Q: 3 clusters Score -1615170 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1615200.125000 Penalty: 4840.139648
	Iteration 37Q: 3 clusters Score -1615200 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1615231.625000 Penalty: 4840.139648
	Iteration 38Q: 3 clusters Score -1615232 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1615268.125000 Penalty: 4840.139648
	Iteration 39Q: 3 clusters Score -1615268 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1615295.750000 Penalty: 4840.139648
	Iteration 40F: 3 clusters Score -1615296 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1615323.000000 Penalty: 4840.139648
	Iteration 41Q: 3 clusters Score -1615323 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1615347.625000 Penalty: 4840.139648
	Iteration 42Q: 3 clusters Score -1615348 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1615387.500000 Penalty: 4840.139648
	Iteration 43Q: 3 clusters Score -1615388 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1615415.625000 Penalty: 4840.139648
	Iteration 44Q: 3 clusters Score -1615416 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1615452.000000 Penalty: 4840.139648
	Iteration 45Q: 3 clusters Score -1615452 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1615477.375000 Penalty: 4840.139648
	Iteration 46Q: 3 clusters Score -1615477 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1615499.000000 Penalty: 4840.139648
	Iteration 47Q: 3 clusters Score -1615499 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1615523.750000 Penalty: 4840.139648
	Iteration 48Q: 3 clusters Score -1615524 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1615537.250000 Penalty: 4840.139648
	Iteration 49Q: 3 clusters Score -1615537 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1615550.750000 Penalty: 4840.139648
	Iteration 50Q: 3 clusters Score -1615551 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1615559.500000 Penalty: 4840.139648
	Iteration 51Q: 3 clusters Score -1615560 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1615569.500000 Penalty: 4840.139648
	Iteration 52Q: 3 clusters Score -1615570 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1615585.250000 Penalty: 4840.139648
	Iteration 53Q: 3 clusters Score -1615585 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1615593.875000 Penalty: 4840.139648
	Iteration 54Q: 3 clusters Score -1615594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1615599.625000 Penalty: 4840.139648
	Iteration 55Q: 3 clusters Score -1615600 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1615610.500000 Penalty: 4840.139648
	Iteration 56Q: 3 clusters Score -1615610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1615617.250000 Penalty: 4840.139648
	Iteration 57Q: 3 clusters Score -1615617 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1615619.250000 Penalty: 4840.139648
	Iteration 58Q: 3 clusters Score -1615619 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1615623.125000 Penalty: 4840.139648
	Iteration 59Q: 3 clusters Score -1615623 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1615631.250000 Penalty: 4840.139648
	Iteration 60F: 3 clusters Score -1615631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1615632.000000 Penalty: 4840.139648
	Iteration 61Q: 3 clusters Score -1615632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1615637.125000 Penalty: 4840.139648
	Iteration 62Q: 3 clusters Score -1615637 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1615641.625000 Penalty: 4840.139648
	Iteration 63Q: 3 clusters Score -1615642 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1615648.750000 Penalty: 4840.139648
	Iteration 64Q: 3 clusters Score -1615649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1615653.000000 Penalty: 4840.139648
	Iteration 65Q: 3 clusters Score -1615653 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1615662.500000 Penalty: 4840.139648
	Iteration 66Q: 3 clusters Score -1615662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1615660.750000 Penalty: 4840.139648
	Iteration 67Q: 3 clusters Score -1615661 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1615666.750000 Penalty: 4840.139648
	Iteration 68Q: 3 clusters Score -1615667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1615673.125000 Penalty: 4840.139648
	Iteration 69Q: 3 clusters Score -1615673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1615674.750000 Penalty: 4840.139648
	Iteration 70Q: 3 clusters Score -1615675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1615675.500000 Penalty: 4840.139648
	Iteration 71Q: 3 clusters Score -1615676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1615673.875000 Penalty: 4840.139648
	Iteration 72Q: 3 clusters Score -1615674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1615679.250000 Penalty: 4840.139648
	Iteration 73Q: 3 clusters Score -1615679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1615680.500000 Penalty: 4840.139648
	Iteration 74Q: 3 clusters Score -1615680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1615683.750000 Penalty: 4840.139648
	Iteration 75Q: 3 clusters Score -1615684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1615685.250000 Penalty: 4840.139648
	Iteration 76Q: 3 clusters Score -1615685 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1615692.250000 Penalty: 4840.139648
	Iteration 77Q: 3 clusters Score -1615692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1615695.875000 Penalty: 4840.139648
	Iteration 78Q: 3 clusters Score -1615696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1615696.750000 Penalty: 4840.139648
	Iteration 79Q: 3 clusters Score -1615697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1615706.750000 Penalty: 4840.139648
	Iteration 80F: 3 clusters Score -1615707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1615705.500000 Penalty: 4840.139648
	Iteration 81Q: 3 clusters Score -1615706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1615708.750000 Penalty: 4840.139648
	Iteration 82Q: 3 clusters Score -1615709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1615716.375000 Penalty: 4840.139648
	Iteration 83Q: 3 clusters Score -1615716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1615723.125000 Penalty: 4840.139648
	Iteration 84Q: 3 clusters Score -1615723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1615728.750000 Penalty: 4840.139648
	Iteration 85Q: 3 clusters Score -1615729 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1615732.125000 Penalty: 4840.139648
	Iteration 86Q: 3 clusters Score -1615732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1615734.000000 Penalty: 4840.139648
	Iteration 87Q: 3 clusters Score -1615734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1615737.625000 Penalty: 4840.139648
	Iteration 88Q: 3 clusters Score -1615738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1615739.250000 Penalty: 4840.139648
	Iteration 89Q: 3 clusters Score -1615739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1615742.000000 Penalty: 4840.139648
	Iteration 90Q: 3 clusters Score -1615742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1615740.250000 Penalty: 4840.139648
	Iteration 91Q: 3 clusters Score -1615740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1615744.625000 Penalty: 4840.139648
	Iteration 92Q: 3 clusters Score -1615745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1615743.000000 Penalty: 4840.139648
	Iteration 93Q: 3 clusters Score -1615743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1615750.750000 Penalty: 4840.139648
	Iteration 94Q: 3 clusters Score -1615751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1615751.750000 Penalty: 4840.139648
	Iteration 95Q: 3 clusters Score -1615752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1615750.625000 Penalty: 4840.139648
	Iteration 96Q: 3 clusters Score -1615751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1615752.875000 Penalty: 4840.139648
	Iteration 97Q: 3 clusters Score -1615753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1615759.625000 Penalty: 4840.139648
	Iteration 98Q: 3 clusters Score -1615760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1615764.875000 Penalty: 4840.139648
	Iteration 99Q: 3 clusters Score -1615765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1615766.750000 Penalty: 4840.139648
	Iteration 100F: 3 clusters Score -1615767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1615768.000000 Penalty: 4840.139648
	Iteration 101Q: 3 clusters Score -1615768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1615767.125000 Penalty: 4840.139648
	Iteration 102Q: 3 clusters Score -1615767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1615772.625000 Penalty: 4840.139648
	Iteration 103Q: 3 clusters Score -1615773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1615771.750000 Penalty: 4840.139648
	Iteration 104Q: 3 clusters Score -1615772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1615775.500000 Penalty: 4840.139648
	Iteration 105Q: 3 clusters Score -1615776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1615775.625000 Penalty: 4840.139648
	Iteration 106Q: 3 clusters Score -1615776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1615779.875000 Penalty: 4840.139648
	Iteration 107Q: 3 clusters Score -1615780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1615779.000000 Penalty: 4840.139648
	Iteration 108Q: 3 clusters Score -1615779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1615777.375000 Penalty: 4840.139648
	Iteration 109Q: 3 clusters Score -1615777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1615779.625000 Penalty: 4840.139648
	Iteration 110Q: 3 clusters Score -1615780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1615780.625000 Penalty: 4840.139648
	Iteration 111Q: 3 clusters Score -1615781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1615782.625000 Penalty: 4840.139648
	Iteration 112Q: 3 clusters Score -1615783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1615784.875000 Penalty: 4840.139648
	Iteration 113Q: 3 clusters Score -1615785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1615787.000000 Penalty: 4840.139648
	Iteration 114Q: 3 clusters Score -1615787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1615790.250000 Penalty: 4840.139648
	Iteration 115Q: 3 clusters Score -1615790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1615795.375000 Penalty: 4840.139648
	Iteration 116Q: 3 clusters Score -1615795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1615794.500000 Penalty: 4840.139648
	Iteration 117Q: 3 clusters Score -1615794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1615794.875000 Penalty: 4840.139648
	Iteration 118Q: 3 clusters Score -1615795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1615797.250000 Penalty: 4840.139648
	Iteration 119Q: 3 clusters Score -1615797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1615797.875000 Penalty: 4840.139648
	Iteration 120F: 3 clusters Score -1615798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1615797.500000 Penalty: 4840.139648
	Iteration 121Q: 3 clusters Score -1615798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1615802.125000 Penalty: 4840.139648
	Iteration 122Q: 3 clusters Score -1615802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1615799.750000 Penalty: 4840.139648
	Iteration 123Q: 3 clusters Score -1615800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1615803.625000 Penalty: 4840.139648
	Iteration 124Q: 3 clusters Score -1615804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1615803.375000 Penalty: 4840.139648
	Iteration 125Q: 3 clusters Score -1615803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1615803.375000 Penalty: 4840.139648
	Iteration 126Q: 3 clusters Score -1615803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1615804.125000 Penalty: 4840.139648
	Iteration 127Q: 3 clusters Score -1615804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1615807.125000 Penalty: 4840.139648
	Iteration 128Q: 3 clusters Score -1615807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1615805.750000 Penalty: 4840.139648
	Iteration 129Q: 3 clusters Score -1615806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1615809.625000 Penalty: 4840.139648
	Iteration 130Q: 3 clusters Score -1615810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1615813.250000 Penalty: 4840.139648
	Iteration 131Q: 3 clusters Score -1615813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1615814.625000 Penalty: 4840.139648
	Iteration 132Q: 3 clusters Score -1615815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1615818.625000 Penalty: 4840.139648
	Iteration 133Q: 3 clusters Score -1615819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1615816.625000 Penalty: 4840.139648
	Iteration 134Q: 3 clusters Score -1615817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1615819.250000 Penalty: 4840.139648
	Iteration 135Q: 3 clusters Score -1615819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1615820.500000 Penalty: 4840.139648
	Iteration 136Q: 3 clusters Score -1615820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1615818.375000 Penalty: 4840.139648
	Iteration 137Q: 3 clusters Score -1615818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1615818.875000 Penalty: 4840.139648
	Iteration 138Q: 3 clusters Score -1615819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1615817.875000 Penalty: 4840.139648
	Iteration 139Q: 3 clusters Score -1615818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1615817.875000 Penalty: 4840.139648
	Iteration 140F: 3 clusters Score -1615818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Entering Unmasked Estep 
Score: -525530.875000 Penalty: 2102.501465
	Iteration 0F: 2 clusters Score -525530.9 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 2356 members 
Entering Unmasked Estep 
Score: -521155.343750 Penalty: 4205.002930
	Iteration 0F: 3 clusters Score -521155.3 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -522143.593750 Penalty: 4205.002930
	Iteration 1F: 3 clusters Score -522143.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -522331.031250 Penalty: 4205.002930
	Iteration 2F: 3 clusters Score -522331 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -522450.906250 Penalty: 4205.002930
	Iteration 3Q: 3 clusters Score -522450.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -522538.000000 Penalty: 4205.002930
	Iteration 4Q: 3 clusters Score -522538 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -522596.687500 Penalty: 4205.002930
	Iteration 5Q: 3 clusters Score -522596.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -522640.343750 Penalty: 4205.002930
	Iteration 6Q: 3 clusters Score -522640.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -522676.125000 Penalty: 4205.002930
	Iteration 7Q: 3 clusters Score -522676.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -522703.812500 Penalty: 4205.002930
	Iteration 8Q: 3 clusters Score -522703.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -522736.343750 Penalty: 4205.002930
	Iteration 9Q: 3 clusters Score -522736.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -522776.718750 Penalty: 4205.002930
	Iteration 10Q: 3 clusters Score -522776.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -522801.406250 Penalty: 4205.002930
	Iteration 11Q: 3 clusters Score -522801.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -522821.062500 Penalty: 4205.002930
	Iteration 12Q: 3 clusters Score -522821.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -522848.406250 Penalty: 4205.002930
	Iteration 13Q: 3 clusters Score -522848.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -522885.000000 Penalty: 4205.002930
	Iteration 14Q: 3 clusters Score -522885 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -522924.281250 Penalty: 4205.002930
	Iteration 15Q: 3 clusters Score -522924.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -522960.375000 Penalty: 4205.002930
	Iteration 16Q: 3 clusters Score -522960.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -522993.750000 Penalty: 4205.002930
	Iteration 17Q: 3 clusters Score -522993.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -523027.656250 Penalty: 4205.002930
	Iteration 18Q: 3 clusters Score -523027.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -523069.812500 Penalty: 4205.002930
	Iteration 19Q: 3 clusters Score -523069.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -523114.937500 Penalty: 4205.002930
	Iteration 20F: 3 clusters Score -523114.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -523157.250000 Penalty: 4205.002930
	Iteration 21Q: 3 clusters Score -523157.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -523196.406250 Penalty: 4205.002930
	Iteration 22Q: 3 clusters Score -523196.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -523243.031250 Penalty: 4205.002930
	Iteration 23Q: 3 clusters Score -523243 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -523295.000000 Penalty: 4205.002930
	Iteration 24Q: 3 clusters Score -523295 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -523354.687500 Penalty: 4205.002930
	Iteration 25Q: 3 clusters Score -523354.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -523409.906250 Penalty: 4205.002930
	Iteration 26Q: 3 clusters Score -523409.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -523462.031250 Penalty: 4205.002930
	Iteration 27Q: 3 clusters Score -523462 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -523535.968750 Penalty: 4205.002930
	Iteration 28Q: 3 clusters Score -523536 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -523602.968750 Penalty: 4205.002930
	Iteration 29Q: 3 clusters Score -523603 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -523656.343750 Penalty: 4205.002930
	Iteration 30Q: 3 clusters Score -523656.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -523686.437500 Penalty: 4205.002930
	Iteration 31Q: 3 clusters Score -523686.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -523712.812500 Penalty: 4205.002930
	Iteration 32Q: 3 clusters Score -523712.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -523739.281250 Penalty: 4205.002930
	Iteration 33Q: 3 clusters Score -523739.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -523761.218750 Penalty: 4205.002930
	Iteration 34Q: 3 clusters Score -523761.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -523772.687500 Penalty: 4205.002930
	Iteration 35Q: 3 clusters Score -523772.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -523787.625000 Penalty: 4205.002930
	Iteration 36Q: 3 clusters Score -523787.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -523796.375000 Penalty: 4205.002930
	Iteration 37Q: 3 clusters Score -523796.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -523799.312500 Penalty: 4205.002930
	Iteration 38Q: 3 clusters Score -523799.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -523805.750000 Penalty: 4205.002930
	Iteration 39Q: 3 clusters Score -523805.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -523811.062500 Penalty: 4205.002930
	Iteration 40F: 3 clusters Score -523811.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -523819.906250 Penalty: 4205.002930
	Iteration 41Q: 3 clusters Score -523819.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -523829.562500 Penalty: 4205.002930
	Iteration 42Q: 3 clusters Score -523829.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -523835.593750 Penalty: 4205.002930
	Iteration 43Q: 3 clusters Score -523835.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -523839.093750 Penalty: 4205.002930
	Iteration 44Q: 3 clusters Score -523839.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -523844.468750 Penalty: 4205.002930
	Iteration 45Q: 3 clusters Score -523844.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -523851.500000 Penalty: 4205.002930
	Iteration 46Q: 3 clusters Score -523851.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -523858.312500 Penalty: 4205.002930
	Iteration 47Q: 3 clusters Score -523858.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -523866.937500 Penalty: 4205.002930
	Iteration 48Q: 3 clusters Score -523866.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -523872.968750 Penalty: 4205.002930
	Iteration 49Q: 3 clusters Score -523873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -523879.375000 Penalty: 4205.002930
	Iteration 50Q: 3 clusters Score -523879.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -523886.031250 Penalty: 4205.002930
	Iteration 51Q: 3 clusters Score -523886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -523891.156250 Penalty: 4205.002930
	Iteration 52Q: 3 clusters Score -523891.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -523893.250000 Penalty: 4205.002930
	Iteration 53Q: 3 clusters Score -523893.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -523893.218750 Penalty: 4205.002930
	Iteration 54Q: 3 clusters Score -523893.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -523893.250000 Penalty: 4205.002930
	Iteration 55Q: 3 clusters Score -523893.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -523894.031250 Penalty: 4205.002930
	Iteration 56Q: 3 clusters Score -523894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -523897.906250 Penalty: 4205.002930
	Iteration 57Q: 3 clusters Score -523897.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -523900.312500 Penalty: 4205.002930
	Iteration 58Q: 3 clusters Score -523900.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -523903.000000 Penalty: 4205.002930
	Iteration 59Q: 3 clusters Score -523903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -523904.906250 Penalty: 4205.002930
	Iteration 60F: 3 clusters Score -523904.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -523906.125000 Penalty: 4205.002930
	Iteration 61Q: 3 clusters Score -523906.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -523907.218750 Penalty: 4205.002930
	Iteration 62Q: 3 clusters Score -523907.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -523910.625000 Penalty: 4205.002930
	Iteration 63Q: 3 clusters Score -523910.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -523912.093750 Penalty: 4205.002930
	Iteration 64Q: 3 clusters Score -523912.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -523914.593750 Penalty: 4205.002930
	Iteration 65Q: 3 clusters Score -523914.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -523915.687500 Penalty: 4205.002930
	Iteration 66Q: 3 clusters Score -523915.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -523917.093750 Penalty: 4205.002930
	Iteration 67Q: 3 clusters Score -523917.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -523918.218750 Penalty: 4205.002930
	Iteration 68Q: 3 clusters Score -523918.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -523918.218750 Penalty: 4205.002930
	Iteration 69F: 3 clusters Score -523918.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Entering Unmasked Estep 
Score: -92181.156250 Penalty: 1691.904907
	Iteration 0F: 2 clusters Score -92181.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -90355.898438 Penalty: 3383.809814
	Iteration 0F: 3 clusters Score -90355.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -90627.437500 Penalty: 3383.809814
	Iteration 1F: 3 clusters Score -90627.44 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -90690.460938 Penalty: 3383.809814
	Iteration 2Q: 3 clusters Score -90690.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -90727.539062 Penalty: 3383.809814
	Iteration 3Q: 3 clusters Score -90727.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -90739.125000 Penalty: 3383.809814
	Iteration 4Q: 3 clusters Score -90739.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -90746.687500 Penalty: 3383.809814
	Iteration 5Q: 3 clusters Score -90746.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -90752.546875 Penalty: 3383.809814
	Iteration 6Q: 3 clusters Score -90752.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -90757.531250 Penalty: 3383.809814
	Iteration 7Q: 3 clusters Score -90757.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -90766.281250 Penalty: 3383.809814
	Iteration 8Q: 3 clusters Score -90766.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -90770.257812 Penalty: 3383.809814
	Iteration 9Q: 3 clusters Score -90770.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -90772.242188 Penalty: 3383.809814
	Iteration 10Q: 3 clusters Score -90772.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -90772.242188 Penalty: 3383.809814
	Iteration 11F: 3 clusters Score -90772.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Entering Unmasked Estep 
Score: -3150837.250000 Penalty: 2545.832520
	Iteration 0F: 2 clusters Score -3150837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -3131105.000000 Penalty: 5091.665039
	Iteration 0F: 3 clusters Score -3131105 nChanged 13016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3138168.000000 Penalty: 5091.665039
	Iteration 1F: 3 clusters Score -3138168 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -3138700.750000 Penalty: 5091.665039
	Iteration 2Q: 3 clusters Score -3138701 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -3139277.750000 Penalty: 5091.665039
	Iteration 3Q: 3 clusters Score -3139278 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -3139949.750000 Penalty: 5091.665039
	Iteration 4Q: 3 clusters Score -3139950 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -3140724.750000 Penalty: 5091.665039
	Iteration 5F: 3 clusters Score -3140725 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -3141629.250000 Penalty: 5091.665039
	Iteration 6F: 3 clusters Score -3141629 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -3142728.250000 Penalty: 5091.665039
	Iteration 7F: 3 clusters Score -3142728 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -3143995.000000 Penalty: 5091.665039
	Iteration 8F: 3 clusters Score -3143995 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -3145203.750000 Penalty: 5091.665039
	Iteration 9F: 3 clusters Score -3145204 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -3146188.750000 Penalty: 5091.665039
	Iteration 10Q: 3 clusters Score -3146189 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -3146890.500000 Penalty: 5091.665039
	Iteration 11Q: 3 clusters Score -3146890 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -3147389.000000 Penalty: 5091.665039
	Iteration 12Q: 3 clusters Score -3147389 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3147745.750000 Penalty: 5091.665039
	Iteration 13Q: 3 clusters Score -3147746 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3147999.750000 Penalty: 5091.665039
	Iteration 14Q: 3 clusters Score -3148000 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3148172.250000 Penalty: 5091.665039
	Iteration 15Q: 3 clusters Score -3148172 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3148303.750000 Penalty: 5091.665039
	Iteration 16Q: 3 clusters Score -3148304 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3148404.250000 Penalty: 5091.665039
	Iteration 17Q: 3 clusters Score -3148404 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3148487.500000 Penalty: 5091.665039
	Iteration 18Q: 3 clusters Score -3148488 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3148547.750000 Penalty: 5091.665039
	Iteration 19Q: 3 clusters Score -3148548 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3148581.000000 Penalty: 5091.665039
	Iteration 20F: 3 clusters Score -3148581 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3148615.000000 Penalty: 5091.665039
	Iteration 21Q: 3 clusters Score -3148615 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3148643.750000 Penalty: 5091.665039
	Iteration 22Q: 3 clusters Score -3148644 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3148670.500000 Penalty: 5091.665039
	Iteration 23Q: 3 clusters Score -3148670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3148685.750000 Penalty: 5091.665039
	Iteration 24Q: 3 clusters Score -3148686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3148701.250000 Penalty: 5091.665039
	Iteration 25Q: 3 clusters Score -3148701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3148714.750000 Penalty: 5091.665039
	Iteration 26Q: 3 clusters Score -3148715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3148718.750000 Penalty: 5091.665039
	Iteration 27Q: 3 clusters Score -3148719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3148729.000000 Penalty: 5091.665039
	Iteration 28Q: 3 clusters Score -3148729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3148737.000000 Penalty: 5091.665039
	Iteration 29Q: 3 clusters Score -3148737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3148740.250000 Penalty: 5091.665039
	Iteration 30Q: 3 clusters Score -3148740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3148744.000000 Penalty: 5091.665039
	Iteration 31Q: 3 clusters Score -3148744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3148741.750000 Penalty: 5091.665039
	Iteration 32Q: 3 clusters Score -3148742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3148743.250000 Penalty: 5091.665039
	Iteration 33Q: 3 clusters Score -3148743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3148743.250000 Penalty: 5091.665039
	Iteration 34F: 3 clusters Score -3148743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Entering Unmasked Estep 
Score: -1128435.750000 Penalty: 2297.324951
	Iteration 0F: 2 clusters Score -1128436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1120432.750000 Penalty: 4594.649902
	Iteration 0F: 3 clusters Score -1120433 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1122798.250000 Penalty: 4594.649902
	Iteration 1F: 3 clusters Score -1122798 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1123045.375000 Penalty: 4594.649902
	Iteration 2F: 3 clusters Score -1123045 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1123223.375000 Penalty: 4594.649902
	Iteration 3Q: 3 clusters Score -1123223 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1123380.250000 Penalty: 4594.649902
	Iteration 4Q: 3 clusters Score -1123380 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1123530.500000 Penalty: 4594.649902
	Iteration 5Q: 3 clusters Score -1123530 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1123712.750000 Penalty: 4594.649902
	Iteration 6Q: 3 clusters Score -1123713 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1123954.875000 Penalty: 4594.649902
	Iteration 7Q: 3 clusters Score -1123955 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1124253.375000 Penalty: 4594.649902
	Iteration 8Q: 3 clusters Score -1124253 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1124571.875000 Penalty: 4594.649902
	Iteration 9Q: 3 clusters Score -1124572 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1124951.750000 Penalty: 4594.649902
	Iteration 10Q: 3 clusters Score -1124952 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1125374.125000 Penalty: 4594.649902
	Iteration 11Q: 3 clusters Score -1125374 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1125799.250000 Penalty: 4594.649902
	Iteration 12F: 3 clusters Score -1125799 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1126231.750000 Penalty: 4594.649902
	Iteration 13F: 3 clusters Score -1126232 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1126637.750000 Penalty: 4594.649902
	Iteration 14Q: 3 clusters Score -1126638 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1127006.000000 Penalty: 4594.649902
	Iteration 15Q: 3 clusters Score -1127006 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1127333.875000 Penalty: 4594.649902
	Iteration 16Q: 3 clusters Score -1127334 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1127587.125000 Penalty: 4594.649902
	Iteration 17Q: 3 clusters Score -1127587 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1127783.625000 Penalty: 4594.649902
	Iteration 18Q: 3 clusters Score -1127784 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1127904.000000 Penalty: 4594.649902
	Iteration 19Q: 3 clusters Score -1127904 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1127985.500000 Penalty: 4594.649902
	Iteration 20F: 3 clusters Score -1127986 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1128047.625000 Penalty: 4594.649902
	Iteration 21Q: 3 clusters Score -1128048 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1128093.250000 Penalty: 4594.649902
	Iteration 22Q: 3 clusters Score -1128093 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1128125.375000 Penalty: 4594.649902
	Iteration 23Q: 3 clusters Score -1128125 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1128145.375000 Penalty: 4594.649902
	Iteration 24Q: 3 clusters Score -1128145 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1128161.000000 Penalty: 4594.649902
	Iteration 25Q: 3 clusters Score -1128161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1128172.250000 Penalty: 4594.649902
	Iteration 26Q: 3 clusters Score -1128172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1128184.000000 Penalty: 4594.649902
	Iteration 27Q: 3 clusters Score -1128184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1128190.250000 Penalty: 4594.649902
	Iteration 28Q: 3 clusters Score -1128190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1128204.250000 Penalty: 4594.649902
	Iteration 29Q: 3 clusters Score -1128204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1128220.750000 Penalty: 4594.649902
	Iteration 30Q: 3 clusters Score -1128221 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1128230.875000 Penalty: 4594.649902
	Iteration 31Q: 3 clusters Score -1128231 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1128241.125000 Penalty: 4594.649902
	Iteration 32Q: 3 clusters Score -1128241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1128245.625000 Penalty: 4594.649902
	Iteration 33Q: 3 clusters Score -1128246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1128247.125000 Penalty: 4594.649902
	Iteration 34Q: 3 clusters Score -1128247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1128247.125000 Penalty: 4594.649902
	Iteration 35Q: 3 clusters Score -1128247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1128248.625000 Penalty: 4594.649902
	Iteration 36Q: 3 clusters Score -1128249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1128249.500000 Penalty: 4594.649902
	Iteration 37Q: 3 clusters Score -1128250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1128248.625000 Penalty: 4594.649902
	Iteration 38Q: 3 clusters Score -1128249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1128249.750000 Penalty: 4594.649902
	Iteration 39Q: 3 clusters Score -1128250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1128249.750000 Penalty: 4594.649902
	Iteration 40F: 3 clusters Score -1128250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Entering Unmasked Estep 
Score: -1559345.375000 Penalty: 2376.705078
	Iteration 0F: 2 clusters Score -1559345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1548703.250000 Penalty: 4753.410156
	Iteration 0F: 3 clusters Score -1548703 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1552054.125000 Penalty: 4753.410156
	Iteration 1F: 3 clusters Score -1552054 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1552463.750000 Penalty: 4753.410156
	Iteration 2F: 3 clusters Score -1552464 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1552817.875000 Penalty: 4753.410156
	Iteration 3F: 3 clusters Score -1552818 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1553183.000000 Penalty: 4753.410156
	Iteration 4Q: 3 clusters Score -1553183 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1553550.875000 Penalty: 4753.410156
	Iteration 5Q: 3 clusters Score -1553551 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1553934.000000 Penalty: 4753.410156
	Iteration 6Q: 3 clusters Score -1553934 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1554338.125000 Penalty: 4753.410156
	Iteration 7Q: 3 clusters Score -1554338 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1554729.500000 Penalty: 4753.410156
	Iteration 8Q: 3 clusters Score -1554730 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1555081.750000 Penalty: 4753.410156
	Iteration 9Q: 3 clusters Score -1555082 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1555415.875000 Penalty: 4753.410156
	Iteration 10Q: 3 clusters Score -1555416 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1555765.125000 Penalty: 4753.410156
	Iteration 11Q: 3 clusters Score -1555765 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1556065.125000 Penalty: 4753.410156
	Iteration 12Q: 3 clusters Score -1556065 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1556306.625000 Penalty: 4753.410156
	Iteration 13Q: 3 clusters Score -1556307 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1556469.875000 Penalty: 4753.410156
	Iteration 14Q: 3 clusters Score -1556470 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1556594.625000 Penalty: 4753.410156
	Iteration 15Q: 3 clusters Score -1556595 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1556705.625000 Penalty: 4753.410156
	Iteration 16Q: 3 clusters Score -1556706 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1556794.375000 Penalty: 4753.410156
	Iteration 17Q: 3 clusters Score -1556794 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1556858.500000 Penalty: 4753.410156
	Iteration 18Q: 3 clusters Score -1556858 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1556918.000000 Penalty: 4753.410156
	Iteration 19Q: 3 clusters Score -1556918 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1556982.875000 Penalty: 4753.410156
	Iteration 20F: 3 clusters Score -1556983 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1557039.375000 Penalty: 4753.410156
	Iteration 21Q: 3 clusters Score -1557039 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1557081.125000 Penalty: 4753.410156
	Iteration 22Q: 3 clusters Score -1557081 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1557113.750000 Penalty: 4753.410156
	Iteration 23Q: 3 clusters Score -1557114 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1557146.500000 Penalty: 4753.410156
	Iteration 24Q: 3 clusters Score -1557146 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1557172.250000 Penalty: 4753.410156
	Iteration 25Q: 3 clusters Score -1557172 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1557189.125000 Penalty: 4753.410156
	Iteration 26Q: 3 clusters Score -1557189 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1557215.375000 Penalty: 4753.410156
	Iteration 27Q: 3 clusters Score -1557215 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1557233.000000 Penalty: 4753.410156
	Iteration 28Q: 3 clusters Score -1557233 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1557249.000000 Penalty: 4753.410156
	Iteration 29Q: 3 clusters Score -1557249 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1557256.000000 Penalty: 4753.410156
	Iteration 30Q: 3 clusters Score -1557256 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1557269.625000 Penalty: 4753.410156
	Iteration 31Q: 3 clusters Score -1557270 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1557277.500000 Penalty: 4753.410156
	Iteration 32Q: 3 clusters Score -1557278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1557288.500000 Penalty: 4753.410156
	Iteration 33Q: 3 clusters Score -1557288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1557297.375000 Penalty: 4753.410156
	Iteration 34Q: 3 clusters Score -1557297 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1557312.500000 Penalty: 4753.410156
	Iteration 35Q: 3 clusters Score -1557312 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1557324.500000 Penalty: 4753.410156
	Iteration 36Q: 3 clusters Score -1557324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1557336.500000 Penalty: 4753.410156
	Iteration 37Q: 3 clusters Score -1557336 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1557352.625000 Penalty: 4753.410156
	Iteration 38Q: 3 clusters Score -1557353 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1557363.125000 Penalty: 4753.410156
	Iteration 39Q: 3 clusters Score -1557363 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1557386.625000 Penalty: 4753.410156
	Iteration 40F: 3 clusters Score -1557387 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1557408.500000 Penalty: 4753.410156
	Iteration 41Q: 3 clusters Score -1557408 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1557424.250000 Penalty: 4753.410156
	Iteration 42Q: 3 clusters Score -1557424 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1557439.500000 Penalty: 4753.410156
	Iteration 43Q: 3 clusters Score -1557440 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -1557455.125000 Penalty: 4753.410156
	Iteration 44Q: 3 clusters Score -1557455 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1557459.875000 Penalty: 4753.410156
	Iteration 45Q: 3 clusters Score -1557460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1557472.250000 Penalty: 4753.410156
	Iteration 46Q: 3 clusters Score -1557472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1557474.875000 Penalty: 4753.410156
	Iteration 47Q: 3 clusters Score -1557475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1557481.000000 Penalty: 4753.410156
	Iteration 48Q: 3 clusters Score -1557481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1557486.625000 Penalty: 4753.410156
	Iteration 49Q: 3 clusters Score -1557487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1557492.500000 Penalty: 4753.410156
	Iteration 50Q: 3 clusters Score -1557492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1557495.750000 Penalty: 4753.410156
	Iteration 51Q: 3 clusters Score -1557496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1557502.625000 Penalty: 4753.410156
	Iteration 52Q: 3 clusters Score -1557503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1557502.625000 Penalty: 4753.410156
	Iteration 53Q: 3 clusters Score -1557503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1557505.000000 Penalty: 4753.410156
	Iteration 54Q: 3 clusters Score -1557505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1557504.625000 Penalty: 4753.410156
	Iteration 55Q: 3 clusters Score -1557505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1557506.000000 Penalty: 4753.410156
	Iteration 56Q: 3 clusters Score -1557506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1557508.625000 Penalty: 4753.410156
	Iteration 57Q: 3 clusters Score -1557509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1557506.875000 Penalty: 4753.410156
	Iteration 58Q: 3 clusters Score -1557507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1557506.875000 Penalty: 4753.410156
	Iteration 59F: 3 clusters Score -1557507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Entering Unmasked Estep 
Score: -996202.187500 Penalty: 2284.560791
	Iteration 0F: 2 clusters Score -996202.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -988525.437500 Penalty: 4569.121582
	Iteration 0F: 3 clusters Score -988525.4 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -990895.375000 Penalty: 4569.121582
	Iteration 1F: 3 clusters Score -990895.4 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -991389.312500 Penalty: 4569.121582
	Iteration 2F: 3 clusters Score -991389.3 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -991756.187500 Penalty: 4569.121582
	Iteration 3F: 3 clusters Score -991756.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -992017.437500 Penalty: 4569.121582
	Iteration 4F: 3 clusters Score -992017.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -992212.625000 Penalty: 4569.121582
	Iteration 5Q: 3 clusters Score -992212.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -992373.375000 Penalty: 4569.121582
	Iteration 6Q: 3 clusters Score -992373.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -992495.437500 Penalty: 4569.121582
	Iteration 7Q: 3 clusters Score -992495.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -992601.312500 Penalty: 4569.121582
	Iteration 8Q: 3 clusters Score -992601.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -992700.187500 Penalty: 4569.121582
	Iteration 9Q: 3 clusters Score -992700.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -992787.187500 Penalty: 4569.121582
	Iteration 10Q: 3 clusters Score -992787.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -992857.437500 Penalty: 4569.121582
	Iteration 11Q: 3 clusters Score -992857.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -992921.125000 Penalty: 4569.121582
	Iteration 12Q: 3 clusters Score -992921.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -992977.250000 Penalty: 4569.121582
	Iteration 13Q: 3 clusters Score -992977.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -993021.812500 Penalty: 4569.121582
	Iteration 14Q: 3 clusters Score -993021.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -993059.437500 Penalty: 4569.121582
	Iteration 15Q: 3 clusters Score -993059.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -993108.875000 Penalty: 4569.121582
	Iteration 16Q: 3 clusters Score -993108.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -993154.312500 Penalty: 4569.121582
	Iteration 17Q: 3 clusters Score -993154.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -993205.500000 Penalty: 4569.121582
	Iteration 18Q: 3 clusters Score -993205.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -993250.562500 Penalty: 4569.121582
	Iteration 19Q: 3 clusters Score -993250.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -993297.750000 Penalty: 4569.121582
	Iteration 20F: 3 clusters Score -993297.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -993364.500000 Penalty: 4569.121582
	Iteration 21Q: 3 clusters Score -993364.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -993428.687500 Penalty: 4569.121582
	Iteration 22Q: 3 clusters Score -993428.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -993492.250000 Penalty: 4569.121582
	Iteration 23Q: 3 clusters Score -993492.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -993577.187500 Penalty: 4569.121582
	Iteration 24Q: 3 clusters Score -993577.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -993667.375000 Penalty: 4569.121582
	Iteration 25Q: 3 clusters Score -993667.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -993762.375000 Penalty: 4569.121582
	Iteration 26Q: 3 clusters Score -993762.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -993863.625000 Penalty: 4569.121582
	Iteration 27Q: 3 clusters Score -993863.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -993970.812500 Penalty: 4569.121582
	Iteration 28Q: 3 clusters Score -993970.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -994070.062500 Penalty: 4569.121582
	Iteration 29Q: 3 clusters Score -994070.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -994171.875000 Penalty: 4569.121582
	Iteration 30Q: 3 clusters Score -994171.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -994269.000000 Penalty: 4569.121582
	Iteration 31Q: 3 clusters Score -994269 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -994362.500000 Penalty: 4569.121582
	Iteration 32Q: 3 clusters Score -994362.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -994420.312500 Penalty: 4569.121582
	Iteration 33Q: 3 clusters Score -994420.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -994450.625000 Penalty: 4569.121582
	Iteration 34Q: 3 clusters Score -994450.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -994481.250000 Penalty: 4569.121582
	Iteration 35Q: 3 clusters Score -994481.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -994502.937500 Penalty: 4569.121582
	Iteration 36Q: 3 clusters Score -994502.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -994517.250000 Penalty: 4569.121582
	Iteration 37Q: 3 clusters Score -994517.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -994530.750000 Penalty: 4569.121582
	Iteration 38Q: 3 clusters Score -994530.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -994539.000000 Penalty: 4569.121582
	Iteration 39Q: 3 clusters Score -994539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -994545.250000 Penalty: 4569.121582
	Iteration 40F: 3 clusters Score -994545.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -994546.625000 Penalty: 4569.121582
	Iteration 41Q: 3 clusters Score -994546.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -994546.875000 Penalty: 4569.121582
	Iteration 42Q: 3 clusters Score -994546.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -994546.625000 Penalty: 4569.121582
	Iteration 43Q: 3 clusters Score -994546.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -994545.937500 Penalty: 4569.121582
	Iteration 44Q: 3 clusters Score -994545.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -994546.625000 Penalty: 4569.121582
	Iteration 45Q: 3 clusters Score -994546.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -994549.687500 Penalty: 4569.121582
	Iteration 46Q: 3 clusters Score -994549.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -994549.250000 Penalty: 4569.121582
	Iteration 47Q: 3 clusters Score -994549.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -994549.437500 Penalty: 4569.121582
	Iteration 48Q: 3 clusters Score -994549.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -994548.937500 Penalty: 4569.121582
	Iteration 49Q: 3 clusters Score -994548.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -994549.812500 Penalty: 4569.121582
	Iteration 50Q: 3 clusters Score -994549.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -994549.812500 Penalty: 4569.121582
	Iteration 51F: 3 clusters Score -994549.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Entering Unmasked Estep 
Score: -2220822.750000 Penalty: 2519.004639
	Iteration 0F: 2 clusters Score -2220823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2203031.250000 Penalty: 5038.009277
	Iteration 0F: 3 clusters Score -2203031 nChanged 11612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2209699.500000 Penalty: 5038.009277
	Iteration 1F: 3 clusters Score -2209700 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -2210624.250000 Penalty: 5038.009277
	Iteration 2F: 3 clusters Score -2210624 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -2211666.250000 Penalty: 5038.009277
	Iteration 3F: 3 clusters Score -2211666 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2212719.250000 Penalty: 5038.009277
	Iteration 4F: 3 clusters Score -2212719 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2213788.500000 Penalty: 5038.009277
	Iteration 5F: 3 clusters Score -2213788 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2214676.000000 Penalty: 5038.009277
	Iteration 6F: 3 clusters Score -2214676 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2215332.750000 Penalty: 5038.009277
	Iteration 7Q: 3 clusters Score -2215333 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -2215849.750000 Penalty: 5038.009277
	Iteration 8Q: 3 clusters Score -2215850 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2216178.750000 Penalty: 5038.009277
	Iteration 9Q: 3 clusters Score -2216179 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2216345.000000 Penalty: 5038.009277
	Iteration 10Q: 3 clusters Score -2216345 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2216442.250000 Penalty: 5038.009277
	Iteration 11Q: 3 clusters Score -2216442 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2216507.750000 Penalty: 5038.009277
	Iteration 12Q: 3 clusters Score -2216508 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2216536.250000 Penalty: 5038.009277
	Iteration 13Q: 3 clusters Score -2216536 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2216571.500000 Penalty: 5038.009277
	Iteration 14Q: 3 clusters Score -2216572 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2216586.750000 Penalty: 5038.009277
	Iteration 15Q: 3 clusters Score -2216587 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2216603.000000 Penalty: 5038.009277
	Iteration 16Q: 3 clusters Score -2216603 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -2216619.250000 Penalty: 5038.009277
	Iteration 17Q: 3 clusters Score -2216619 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -2216630.750000 Penalty: 5038.009277
	Iteration 18Q: 3 clusters Score -2216631 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2216653.000000 Penalty: 5038.009277
	Iteration 19Q: 3 clusters Score -2216653 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2216666.250000 Penalty: 5038.009277
	Iteration 20F: 3 clusters Score -2216666 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -2216687.750000 Penalty: 5038.009277
	Iteration 21Q: 3 clusters Score -2216688 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -2216698.000000 Penalty: 5038.009277
	Iteration 22Q: 3 clusters Score -2216698 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2216717.250000 Penalty: 5038.009277
	Iteration 23Q: 3 clusters Score -2216717 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -2216738.250000 Penalty: 5038.009277
	Iteration 24Q: 3 clusters Score -2216738 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2216743.750000 Penalty: 5038.009277
	Iteration 25Q: 3 clusters Score -2216744 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2216758.750000 Penalty: 5038.009277
	Iteration 26Q: 3 clusters Score -2216759 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2216771.000000 Penalty: 5038.009277
	Iteration 27Q: 3 clusters Score -2216771 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2216783.500000 Penalty: 5038.009277
	Iteration 28Q: 3 clusters Score -2216784 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2216798.000000 Penalty: 5038.009277
	Iteration 29Q: 3 clusters Score -2216798 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2216821.500000 Penalty: 5038.009277
	Iteration 30Q: 3 clusters Score -2216822 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2216833.500000 Penalty: 5038.009277
	Iteration 31Q: 3 clusters Score -2216834 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -2216853.750000 Penalty: 5038.009277
	Iteration 32Q: 3 clusters Score -2216854 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2216863.250000 Penalty: 5038.009277
	Iteration 33Q: 3 clusters Score -2216863 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2216878.750000 Penalty: 5038.009277
	Iteration 34Q: 3 clusters Score -2216879 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2216902.750000 Penalty: 5038.009277
	Iteration 35Q: 3 clusters Score -2216903 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -2216917.500000 Penalty: 5038.009277
	Iteration 36Q: 3 clusters Score -2216918 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2216926.250000 Penalty: 5038.009277
	Iteration 37Q: 3 clusters Score -2216926 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2216934.000000 Penalty: 5038.009277
	Iteration 38Q: 3 clusters Score -2216934 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2216956.000000 Penalty: 5038.009277
	Iteration 39Q: 3 clusters Score -2216956 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -2216973.500000 Penalty: 5038.009277
	Iteration 40F: 3 clusters Score -2216974 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2216988.250000 Penalty: 5038.009277
	Iteration 41Q: 3 clusters Score -2216988 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -2217007.750000 Penalty: 5038.009277
	Iteration 42Q: 3 clusters Score -2217008 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -2217026.750000 Penalty: 5038.009277
	Iteration 43Q: 3 clusters Score -2217027 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -2217031.750000 Penalty: 5038.009277
	Iteration 44Q: 3 clusters Score -2217032 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -2217049.000000 Penalty: 5038.009277
	Iteration 45Q: 3 clusters Score -2217049 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -2217065.500000 Penalty: 5038.009277
	Iteration 46Q: 3 clusters Score -2217066 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2217073.000000 Penalty: 5038.009277
	Iteration 47Q: 3 clusters Score -2217073 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -2217090.000000 Penalty: 5038.009277
	Iteration 48Q: 3 clusters Score -2217090 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2217113.000000 Penalty: 5038.009277
	Iteration 49Q: 3 clusters Score -2217113 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -2217134.000000 Penalty: 5038.009277
	Iteration 50Q: 3 clusters Score -2217134 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2217144.500000 Penalty: 5038.009277
	Iteration 51Q: 3 clusters Score -2217144 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2217177.750000 Penalty: 5038.009277
	Iteration 52Q: 3 clusters Score -2217178 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -2217203.250000 Penalty: 5038.009277
	Iteration 53Q: 3 clusters Score -2217203 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -2217223.250000 Penalty: 5038.009277
	Iteration 54Q: 3 clusters Score -2217223 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2217244.000000 Penalty: 5038.009277
	Iteration 55Q: 3 clusters Score -2217244 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2217267.250000 Penalty: 5038.009277
	Iteration 56Q: 3 clusters Score -2217267 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2217290.250000 Penalty: 5038.009277
	Iteration 57Q: 3 clusters Score -2217290 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -2217307.000000 Penalty: 5038.009277
	Iteration 58Q: 3 clusters Score -2217307 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -2217337.750000 Penalty: 5038.009277
	Iteration 59Q: 3 clusters Score -2217338 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -2217366.000000 Penalty: 5038.009277
	Iteration 60F: 3 clusters Score -2217366 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -2217419.500000 Penalty: 5038.009277
	Iteration 61Q: 3 clusters Score -2217420 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2217463.250000 Penalty: 5038.009277
	Iteration 62Q: 3 clusters Score -2217463 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2217512.750000 Penalty: 5038.009277
	Iteration 63Q: 3 clusters Score -2217513 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2217565.250000 Penalty: 5038.009277
	Iteration 64Q: 3 clusters Score -2217565 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -2217608.500000 Penalty: 5038.009277
	Iteration 65Q: 3 clusters Score -2217608 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -2217640.000000 Penalty: 5038.009277
	Iteration 66Q: 3 clusters Score -2217640 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -2217689.500000 Penalty: 5038.009277
	Iteration 67Q: 3 clusters Score -2217690 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -2217737.750000 Penalty: 5038.009277
	Iteration 68Q: 3 clusters Score -2217738 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -2217800.250000 Penalty: 5038.009277
	Iteration 69Q: 3 clusters Score -2217800 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2217863.750000 Penalty: 5038.009277
	Iteration 70Q: 3 clusters Score -2217864 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -2217934.750000 Penalty: 5038.009277
	Iteration 71Q: 3 clusters Score -2217935 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -2218015.500000 Penalty: 5038.009277
	Iteration 72Q: 3 clusters Score -2218016 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -2218124.500000 Penalty: 5038.009277
	Iteration 73Q: 3 clusters Score -2218124 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -2218254.500000 Penalty: 5038.009277
	Iteration 74Q: 3 clusters Score -2218254 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -2218388.000000 Penalty: 5038.009277
	Iteration 75Q: 3 clusters Score -2218388 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -2218523.000000 Penalty: 5038.009277
	Iteration 76Q: 3 clusters Score -2218523 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -2218629.750000 Penalty: 5038.009277
	Iteration 77Q: 3 clusters Score -2218630 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -2218715.500000 Penalty: 5038.009277
	Iteration 78Q: 3 clusters Score -2218716 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -2218790.500000 Penalty: 5038.009277
	Iteration 79Q: 3 clusters Score -2218790 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -2218868.250000 Penalty: 5038.009277
	Iteration 80F: 3 clusters Score -2218868 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -2218936.000000 Penalty: 5038.009277
	Iteration 81Q: 3 clusters Score -2218936 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -2218992.000000 Penalty: 5038.009277
	Iteration 82Q: 3 clusters Score -2218992 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -2219043.500000 Penalty: 5038.009277
	Iteration 83Q: 3 clusters Score -2219044 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -2219071.500000 Penalty: 5038.009277
	Iteration 84Q: 3 clusters Score -2219072 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -2219094.250000 Penalty: 5038.009277
	Iteration 85Q: 3 clusters Score -2219094 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -2219117.250000 Penalty: 5038.009277
	Iteration 86Q: 3 clusters Score -2219117 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -2219135.750000 Penalty: 5038.009277
	Iteration 87Q: 3 clusters Score -2219136 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -2219158.750000 Penalty: 5038.009277
	Iteration 88Q: 3 clusters Score -2219159 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -2219177.250000 Penalty: 5038.009277
	Iteration 89Q: 3 clusters Score -2219177 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -2219191.250000 Penalty: 5038.009277
	Iteration 90Q: 3 clusters Score -2219191 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -2219203.000000 Penalty: 5038.009277
	Iteration 91Q: 3 clusters Score -2219203 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -2219213.000000 Penalty: 5038.009277
	Iteration 92Q: 3 clusters Score -2219213 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -2219232.750000 Penalty: 5038.009277
	Iteration 93Q: 3 clusters Score -2219233 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -2219245.750000 Penalty: 5038.009277
	Iteration 94Q: 3 clusters Score -2219246 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -2219257.250000 Penalty: 5038.009277
	Iteration 95Q: 3 clusters Score -2219257 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -2219265.000000 Penalty: 5038.009277
	Iteration 96Q: 3 clusters Score -2219265 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -2219269.750000 Penalty: 5038.009277
	Iteration 97Q: 3 clusters Score -2219270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -2219279.000000 Penalty: 5038.009277
	Iteration 98Q: 3 clusters Score -2219279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -2219283.000000 Penalty: 5038.009277
	Iteration 99Q: 3 clusters Score -2219283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -2219289.000000 Penalty: 5038.009277
	Iteration 100F: 3 clusters Score -2219289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -2219292.250000 Penalty: 5038.009277
	Iteration 101Q: 3 clusters Score -2219292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -2219290.750000 Penalty: 5038.009277
	Iteration 102Q: 3 clusters Score -2219291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -2219294.500000 Penalty: 5038.009277
	Iteration 103Q: 3 clusters Score -2219294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -2219296.250000 Penalty: 5038.009277
	Iteration 104Q: 3 clusters Score -2219296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -2219294.250000 Penalty: 5038.009277
	Iteration 105Q: 3 clusters Score -2219294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -2219296.250000 Penalty: 5038.009277
	Iteration 106Q: 3 clusters Score -2219296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -2219301.000000 Penalty: 5038.009277
	Iteration 107Q: 3 clusters Score -2219301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -2219300.750000 Penalty: 5038.009277
	Iteration 108Q: 3 clusters Score -2219301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -2219299.500000 Penalty: 5038.009277
	Iteration 109Q: 3 clusters Score -2219300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -2219297.250000 Penalty: 5038.009277
	Iteration 110Q: 3 clusters Score -2219297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -2219297.250000 Penalty: 5038.009277
	Iteration 111F: 3 clusters Score -2219297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Entering Unmasked Estep 
Score: -1156466.125000 Penalty: 2386.384033
	Iteration 0F: 2 clusters Score -1156466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1145538.750000 Penalty: 4772.768066
	Iteration 0F: 3 clusters Score -1145539 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1149299.500000 Penalty: 4772.768066
	Iteration 1F: 3 clusters Score -1149300 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1149864.500000 Penalty: 4772.768066
	Iteration 2F: 3 clusters Score -1149864 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1150361.500000 Penalty: 4772.768066
	Iteration 3F: 3 clusters Score -1150362 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1150896.375000 Penalty: 4772.768066
	Iteration 4F: 3 clusters Score -1150896 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1151451.750000 Penalty: 4772.768066
	Iteration 5F: 3 clusters Score -1151452 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1151981.000000 Penalty: 4772.768066
	Iteration 6F: 3 clusters Score -1151981 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1152445.125000 Penalty: 4772.768066
	Iteration 7Q: 3 clusters Score -1152445 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1152798.250000 Penalty: 4772.768066
	Iteration 8Q: 3 clusters Score -1152798 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1153075.750000 Penalty: 4772.768066
	Iteration 9Q: 3 clusters Score -1153076 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1153293.125000 Penalty: 4772.768066
	Iteration 10Q: 3 clusters Score -1153293 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1153485.500000 Penalty: 4772.768066
	Iteration 11Q: 3 clusters Score -1153486 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1153688.625000 Penalty: 4772.768066
	Iteration 12Q: 3 clusters Score -1153689 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1153899.500000 Penalty: 4772.768066
	Iteration 13Q: 3 clusters Score -1153900 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1154100.375000 Penalty: 4772.768066
	Iteration 14Q: 3 clusters Score -1154100 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1154257.750000 Penalty: 4772.768066
	Iteration 15Q: 3 clusters Score -1154258 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1154366.250000 Penalty: 4772.768066
	Iteration 16Q: 3 clusters Score -1154366 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1154451.375000 Penalty: 4772.768066
	Iteration 17Q: 3 clusters Score -1154451 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1154525.500000 Penalty: 4772.768066
	Iteration 18Q: 3 clusters Score -1154526 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1154586.625000 Penalty: 4772.768066
	Iteration 19Q: 3 clusters Score -1154587 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1154660.625000 Penalty: 4772.768066
	Iteration 20F: 3 clusters Score -1154661 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1154742.875000 Penalty: 4772.768066
	Iteration 21Q: 3 clusters Score -1154743 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1154802.500000 Penalty: 4772.768066
	Iteration 22Q: 3 clusters Score -1154802 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1154858.875000 Penalty: 4772.768066
	Iteration 23Q: 3 clusters Score -1154859 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1154908.750000 Penalty: 4772.768066
	Iteration 24Q: 3 clusters Score -1154909 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1154958.875000 Penalty: 4772.768066
	Iteration 25Q: 3 clusters Score -1154959 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1155020.125000 Penalty: 4772.768066
	Iteration 26Q: 3 clusters Score -1155020 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1155084.000000 Penalty: 4772.768066
	Iteration 27Q: 3 clusters Score -1155084 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1155145.875000 Penalty: 4772.768066
	Iteration 28Q: 3 clusters Score -1155146 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1155217.875000 Penalty: 4772.768066
	Iteration 29Q: 3 clusters Score -1155218 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1155298.250000 Penalty: 4772.768066
	Iteration 30Q: 3 clusters Score -1155298 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1155375.500000 Penalty: 4772.768066
	Iteration 31Q: 3 clusters Score -1155376 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1155436.875000 Penalty: 4772.768066
	Iteration 32Q: 3 clusters Score -1155437 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1155478.000000 Penalty: 4772.768066
	Iteration 33Q: 3 clusters Score -1155478 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1155505.250000 Penalty: 4772.768066
	Iteration 34Q: 3 clusters Score -1155505 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1155524.750000 Penalty: 4772.768066
	Iteration 35Q: 3 clusters Score -1155525 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1155542.125000 Penalty: 4772.768066
	Iteration 36Q: 3 clusters Score -1155542 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1155552.250000 Penalty: 4772.768066
	Iteration 37Q: 3 clusters Score -1155552 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1155557.375000 Penalty: 4772.768066
	Iteration 38Q: 3 clusters Score -1155557 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1155570.000000 Penalty: 4772.768066
	Iteration 39Q: 3 clusters Score -1155570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1155574.875000 Penalty: 4772.768066
	Iteration 40F: 3 clusters Score -1155575 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1155582.625000 Penalty: 4772.768066
	Iteration 41Q: 3 clusters Score -1155583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1155586.375000 Penalty: 4772.768066
	Iteration 42Q: 3 clusters Score -1155586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1155589.750000 Penalty: 4772.768066
	Iteration 43Q: 3 clusters Score -1155590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1155589.000000 Penalty: 4772.768066
	Iteration 44Q: 3 clusters Score -1155589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1155590.750000 Penalty: 4772.768066
	Iteration 45Q: 3 clusters Score -1155591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1155593.000000 Penalty: 4772.768066
	Iteration 46Q: 3 clusters Score -1155593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1155592.500000 Penalty: 4772.768066
	Iteration 47Q: 3 clusters Score -1155592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1155592.000000 Penalty: 4772.768066
	Iteration 48Q: 3 clusters Score -1155592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1155592.875000 Penalty: 4772.768066
	Iteration 49Q: 3 clusters Score -1155593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1155592.750000 Penalty: 4772.768066
	Iteration 50Q: 3 clusters Score -1155593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1155593.375000 Penalty: 4772.768066
	Iteration 51Q: 3 clusters Score -1155593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1155593.500000 Penalty: 4772.768066
	Iteration 52Q: 3 clusters Score -1155594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1155595.500000 Penalty: 4772.768066
	Iteration 53Q: 3 clusters Score -1155596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1155595.750000 Penalty: 4772.768066
	Iteration 54Q: 3 clusters Score -1155596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1155597.875000 Penalty: 4772.768066
	Iteration 55Q: 3 clusters Score -1155598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1155600.000000 Penalty: 4772.768066
	Iteration 56Q: 3 clusters Score -1155600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1155603.125000 Penalty: 4772.768066
	Iteration 57Q: 3 clusters Score -1155603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1155603.500000 Penalty: 4772.768066
	Iteration 58Q: 3 clusters Score -1155604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1155605.625000 Penalty: 4772.768066
	Iteration 59Q: 3 clusters Score -1155606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1155605.375000 Penalty: 4772.768066
	Iteration 60F: 3 clusters Score -1155605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -31366.855469 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -31366.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30043.269531 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -30043.27 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30193.406250 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -30193.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30308.675781 Penalty: 2912.570557
	Iteration 2F: 3 clusters Score -30308.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30389.419922 Penalty: 2912.570557
	Iteration 3Q: 3 clusters Score -30389.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30477.648438 Penalty: 2912.570557
	Iteration 4Q: 3 clusters Score -30477.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30530.232422 Penalty: 2912.570557
	Iteration 5Q: 3 clusters Score -30530.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -30574.646484 Penalty: 2912.570557
	Iteration 6Q: 3 clusters Score -30574.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30656.716797 Penalty: 2912.570557
	Iteration 7Q: 3 clusters Score -30656.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30710.548828 Penalty: 2912.570557
	Iteration 8Q: 3 clusters Score -30710.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30721.130859 Penalty: 2912.570557
	Iteration 9Q: 3 clusters Score -30721.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30721.130859 Penalty: 2912.570557
	Iteration 10F: 3 clusters Score -30721.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -46276.632812 Penalty: 1558.002075
	Iteration 0F: 2 clusters Score -46276.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -44796.160156 Penalty: 3116.004150
	Iteration 0F: 3 clusters Score -44796.16 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -45157.917969 Penalty: 3116.004150
	Iteration 1F: 3 clusters Score -45157.92 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -45308.261719 Penalty: 3116.004150
	Iteration 2F: 3 clusters Score -45308.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -45444.406250 Penalty: 3116.004150
	Iteration 3F: 3 clusters Score -45444.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -45519.613281 Penalty: 3116.004150
	Iteration 4Q: 3 clusters Score -45519.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -45590.023438 Penalty: 3116.004150
	Iteration 5Q: 3 clusters Score -45590.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -45621.042969 Penalty: 3116.004150
	Iteration 6Q: 3 clusters Score -45621.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -45648.218750 Penalty: 3116.004150
	Iteration 7Q: 3 clusters Score -45648.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -45669.707031 Penalty: 3116.004150
	Iteration 8Q: 3 clusters Score -45669.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -45676.203125 Penalty: 3116.004150
	Iteration 9Q: 3 clusters Score -45676.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -45678.156250 Penalty: 3116.004150
	Iteration 10Q: 3 clusters Score -45678.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -45678.882812 Penalty: 3116.004150
	Iteration 11Q: 3 clusters Score -45678.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -45678.882812 Penalty: 3116.004150
	Iteration 12F: 3 clusters Score -45678.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Entering Unmasked Estep 
Score: -1023267.500000 Penalty: 2273.419678
	Iteration 0F: 2 clusters Score -1023268 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 4763 members 
Entering Unmasked Estep 
Score: -1015851.437500 Penalty: 4546.839355
	Iteration 0F: 3 clusters Score -1015851 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1017953.937500 Penalty: 4546.839355
	Iteration 1F: 3 clusters Score -1017954 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1018291.062500 Penalty: 4546.839355
	Iteration 2F: 3 clusters Score -1018291 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1018624.062500 Penalty: 4546.839355
	Iteration 3F: 3 clusters Score -1018624 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1018966.500000 Penalty: 4546.839355
	Iteration 4F: 3 clusters Score -1018966 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1019258.125000 Penalty: 4546.839355
	Iteration 5F: 3 clusters Score -1019258 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1019556.437500 Penalty: 4546.839355
	Iteration 6Q: 3 clusters Score -1019556 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1019838.187500 Penalty: 4546.839355
	Iteration 7F: 3 clusters Score -1019838 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1020081.437500 Penalty: 4546.839355
	Iteration 8Q: 3 clusters Score -1020081 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1020289.937500 Penalty: 4546.839355
	Iteration 9Q: 3 clusters Score -1020290 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1020460.000000 Penalty: 4546.839355
	Iteration 10Q: 3 clusters Score -1020460 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1020616.312500 Penalty: 4546.839355
	Iteration 11Q: 3 clusters Score -1020616 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1020754.500000 Penalty: 4546.839355
	Iteration 12Q: 3 clusters Score -1020754 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1020871.875000 Penalty: 4546.839355
	Iteration 13Q: 3 clusters Score -1020872 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1020969.062500 Penalty: 4546.839355
	Iteration 14Q: 3 clusters Score -1020969 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1021057.875000 Penalty: 4546.839355
	Iteration 15Q: 3 clusters Score -1021058 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1021156.125000 Penalty: 4546.839355
	Iteration 16Q: 3 clusters Score -1021156 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1021259.437500 Penalty: 4546.839355
	Iteration 17Q: 3 clusters Score -1021259 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1021343.875000 Penalty: 4546.839355
	Iteration 18Q: 3 clusters Score -1021344 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1021419.875000 Penalty: 4546.839355
	Iteration 19Q: 3 clusters Score -1021420 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1021486.375000 Penalty: 4546.839355
	Iteration 20F: 3 clusters Score -1021486 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1021556.875000 Penalty: 4546.839355
	Iteration 21Q: 3 clusters Score -1021557 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1021637.187500 Penalty: 4546.839355
	Iteration 22Q: 3 clusters Score -1021637 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1021711.375000 Penalty: 4546.839355
	Iteration 23Q: 3 clusters Score -1021711 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1021772.937500 Penalty: 4546.839355
	Iteration 24Q: 3 clusters Score -1021773 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1021824.312500 Penalty: 4546.839355
	Iteration 25Q: 3 clusters Score -1021824 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1021868.875000 Penalty: 4546.839355
	Iteration 26Q: 3 clusters Score -1021869 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1021913.125000 Penalty: 4546.839355
	Iteration 27Q: 3 clusters Score -1021913 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1021947.187500 Penalty: 4546.839355
	Iteration 28Q: 3 clusters Score -1021947 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1021969.125000 Penalty: 4546.839355
	Iteration 29Q: 3 clusters Score -1021969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1021983.375000 Penalty: 4546.839355
	Iteration 30Q: 3 clusters Score -1021983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1021997.125000 Penalty: 4546.839355
	Iteration 31Q: 3 clusters Score -1021997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1022009.375000 Penalty: 4546.839355
	Iteration 32Q: 3 clusters Score -1022009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1022016.375000 Penalty: 4546.839355
	Iteration 33Q: 3 clusters Score -1022016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1022018.500000 Penalty: 4546.839355
	Iteration 34Q: 3 clusters Score -1022018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1022019.062500 Penalty: 4546.839355
	Iteration 35Q: 3 clusters Score -1022019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1022021.125000 Penalty: 4546.839355
	Iteration 36Q: 3 clusters Score -1022021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1022023.437500 Penalty: 4546.839355
	Iteration 37Q: 3 clusters Score -1022023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1022023.437500 Penalty: 4546.839355
	Iteration 38F: 3 clusters Score -1022023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Entering Unmasked Estep 
Score: -1548229.875000 Penalty: 2368.828857
	Iteration 0F: 2 clusters Score -1548230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1538000.125000 Penalty: 4737.657715
	Iteration 0F: 3 clusters Score -1538000 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1541048.375000 Penalty: 4737.657715
	Iteration 1F: 3 clusters Score -1541048 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1541341.875000 Penalty: 4737.657715
	Iteration 2F: 3 clusters Score -1541342 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1541584.125000 Penalty: 4737.657715
	Iteration 3Q: 3 clusters Score -1541584 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1541780.375000 Penalty: 4737.657715
	Iteration 4Q: 3 clusters Score -1541780 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1542003.125000 Penalty: 4737.657715
	Iteration 5Q: 3 clusters Score -1542003 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1542233.250000 Penalty: 4737.657715
	Iteration 6Q: 3 clusters Score -1542233 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1542493.375000 Penalty: 4737.657715
	Iteration 7Q: 3 clusters Score -1542493 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1542817.875000 Penalty: 4737.657715
	Iteration 8Q: 3 clusters Score -1542818 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1543179.625000 Penalty: 4737.657715
	Iteration 9Q: 3 clusters Score -1543180 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1543584.375000 Penalty: 4737.657715
	Iteration 10F: 3 clusters Score -1543584 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1543980.625000 Penalty: 4737.657715
	Iteration 11Q: 3 clusters Score -1543981 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1544347.250000 Penalty: 4737.657715
	Iteration 12Q: 3 clusters Score -1544347 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1544652.125000 Penalty: 4737.657715
	Iteration 13Q: 3 clusters Score -1544652 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1544924.875000 Penalty: 4737.657715
	Iteration 14Q: 3 clusters Score -1544925 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1545156.000000 Penalty: 4737.657715
	Iteration 15Q: 3 clusters Score -1545156 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1545377.625000 Penalty: 4737.657715
	Iteration 16Q: 3 clusters Score -1545378 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1545563.125000 Penalty: 4737.657715
	Iteration 17Q: 3 clusters Score -1545563 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1545691.625000 Penalty: 4737.657715
	Iteration 18Q: 3 clusters Score -1545692 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1545803.875000 Penalty: 4737.657715
	Iteration 19Q: 3 clusters Score -1545804 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1545897.500000 Penalty: 4737.657715
	Iteration 20F: 3 clusters Score -1545898 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1545974.500000 Penalty: 4737.657715
	Iteration 21Q: 3 clusters Score -1545974 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1546035.875000 Penalty: 4737.657715
	Iteration 22Q: 3 clusters Score -1546036 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1546082.000000 Penalty: 4737.657715
	Iteration 23Q: 3 clusters Score -1546082 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1546114.875000 Penalty: 4737.657715
	Iteration 24Q: 3 clusters Score -1546115 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1546131.000000 Penalty: 4737.657715
	Iteration 25Q: 3 clusters Score -1546131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1546145.000000 Penalty: 4737.657715
	Iteration 26Q: 3 clusters Score -1546145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1546153.500000 Penalty: 4737.657715
	Iteration 27Q: 3 clusters Score -1546154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1546166.875000 Penalty: 4737.657715
	Iteration 28Q: 3 clusters Score -1546167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1546173.875000 Penalty: 4737.657715
	Iteration 29Q: 3 clusters Score -1546174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1546176.875000 Penalty: 4737.657715
	Iteration 30Q: 3 clusters Score -1546177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1546181.500000 Penalty: 4737.657715
	Iteration 31Q: 3 clusters Score -1546182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1546190.625000 Penalty: 4737.657715
	Iteration 32Q: 3 clusters Score -1546191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -1546198.375000 Penalty: 4737.657715
	Iteration 33Q: 3 clusters Score -1546198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1546209.625000 Penalty: 4737.657715
	Iteration 34Q: 3 clusters Score -1546210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1546215.875000 Penalty: 4737.657715
	Iteration 35Q: 3 clusters Score -1546216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -1546220.125000 Penalty: 4737.657715
	Iteration 36Q: 3 clusters Score -1546220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1546228.000000 Penalty: 4737.657715
	Iteration 37Q: 3 clusters Score -1546228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1546229.625000 Penalty: 4737.657715
	Iteration 38Q: 3 clusters Score -1546230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1546232.375000 Penalty: 4737.657715
	Iteration 39Q: 3 clusters Score -1546232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1546233.500000 Penalty: 4737.657715
	Iteration 40F: 3 clusters Score -1546234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1546234.750000 Penalty: 4737.657715
	Iteration 41Q: 3 clusters Score -1546235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1546239.750000 Penalty: 4737.657715
	Iteration 42Q: 3 clusters Score -1546240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1546241.250000 Penalty: 4737.657715
	Iteration 43Q: 3 clusters Score -1546241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1546241.125000 Penalty: 4737.657715
	Iteration 44Q: 3 clusters Score -1546241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1546244.750000 Penalty: 4737.657715
	Iteration 45Q: 3 clusters Score -1546245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1546243.250000 Penalty: 4737.657715
	Iteration 46Q: 3 clusters Score -1546243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1546243.625000 Penalty: 4737.657715
	Iteration 47Q: 3 clusters Score -1546244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1546243.625000 Penalty: 4737.657715
	Iteration 48F: 3 clusters Score -1546244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -542021.937500 Penalty: 2138.992676
	Iteration 0F: 2 clusters Score -542021.9 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 2777 members 
Entering Unmasked Estep 
Score: -537232.187500 Penalty: 4277.985352
	Iteration 0F: 3 clusters Score -537232.2 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -538747.000000 Penalty: 4277.985352
	Iteration 1F: 3 clusters Score -538747 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -539287.437500 Penalty: 4277.985352
	Iteration 2F: 3 clusters Score -539287.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -539743.000000 Penalty: 4277.985352
	Iteration 3F: 3 clusters Score -539743 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -540123.687500 Penalty: 4277.985352
	Iteration 4F: 3 clusters Score -540123.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -540399.687500 Penalty: 4277.985352
	Iteration 5F: 3 clusters Score -540399.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -540616.437500 Penalty: 4277.985352
	Iteration 6Q: 3 clusters Score -540616.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -540806.250000 Penalty: 4277.985352
	Iteration 7Q: 3 clusters Score -540806.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -540984.625000 Penalty: 4277.985352
	Iteration 8Q: 3 clusters Score -540984.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -541141.375000 Penalty: 4277.985352
	Iteration 9Q: 3 clusters Score -541141.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -541255.250000 Penalty: 4277.985352
	Iteration 10Q: 3 clusters Score -541255.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -541321.125000 Penalty: 4277.985352
	Iteration 11Q: 3 clusters Score -541321.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -541362.437500 Penalty: 4277.985352
	Iteration 12Q: 3 clusters Score -541362.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -541388.687500 Penalty: 4277.985352
	Iteration 13Q: 3 clusters Score -541388.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -541406.812500 Penalty: 4277.985352
	Iteration 14Q: 3 clusters Score -541406.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -541428.625000 Penalty: 4277.985352
	Iteration 15Q: 3 clusters Score -541428.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -541443.750000 Penalty: 4277.985352
	Iteration 16Q: 3 clusters Score -541443.8 nChanged 27
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: -541457.562500 Penalty: 4277.985352
	Iteration 17Q: 3 clusters Score -541457.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -541467.625000 Penalty: 4277.985352
	Iteration 18Q: 3 clusters Score -541467.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -541473.250000 Penalty: 4277.985352
	Iteration 19Q: 3 clusters Score -541473.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -541477.062500 Penalty: 4277.985352
	Iteration 20F: 3 clusters Score -541477.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -541480.625000 Penalty: 4277.985352
	Iteration 21Q: 3 clusters Score -541480.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -541483.312500 Penalty: 4277.985352
	Iteration 22Q: 3 clusters Score -541483.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -541486.062500 Penalty: 4277.985352
	Iteration 23Q: 3 clusters Score -541486.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -541487.687500 Penalty: 4277.985352
	Iteration 24Q: 3 clusters Score -541487.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -541488.187500 Penalty: 4277.985352
	Iteration 25Q: 3 clusters Score -541488.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -541487.562500 Penalty: 4277.985352
	Iteration 26Q: 3 clusters Score -541487.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -541487.562500 Penalty: 4277.985352
	Iteration 27F: 3 clusters Score -541487.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (17956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Entering Unmasked Estep 
Score: -1724067.000000 Penalty: 2429.328613
	Iteration 0F: 2 clusters Score -1724067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1711370.750000 Penalty: 4858.657227
	Iteration 0F: 3 clusters Score -1711371 nChanged 7775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1715734.125000 Penalty: 4858.657227
	Iteration 1F: 3 clusters Score -1715734 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1716339.750000 Penalty: 4858.657227
	Iteration 2F: 3 clusters Score -1716340 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1716998.875000 Penalty: 4858.657227
	Iteration 3F: 3 clusters Score -1716999 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1717793.875000 Penalty: 4858.657227
	Iteration 4F: 3 clusters Score -1717794 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1718631.125000 Penalty: 4858.657227
	Iteration 5F: 3 clusters Score -1718631 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1719406.750000 Penalty: 4858.657227
	Iteration 6F: 3 clusters Score -1719407 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1720028.875000 Penalty: 4858.657227
	Iteration 7F: 3 clusters Score -1720029 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1720464.125000 Penalty: 4858.657227
	Iteration 8Q: 3 clusters Score -1720464 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1720745.500000 Penalty: 4858.657227
	Iteration 9Q: 3 clusters Score -1720746 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1720923.875000 Penalty: 4858.657227
	Iteration 10Q: 3 clusters Score -1720924 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1721080.250000 Penalty: 4858.657227
	Iteration 11Q: 3 clusters Score -1721080 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1721228.500000 Penalty: 4858.657227
	Iteration 12Q: 3 clusters Score -1721228 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1721388.250000 Penalty: 4858.657227
	Iteration 13Q: 3 clusters Score -1721388 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1721523.750000 Penalty: 4858.657227
	Iteration 14Q: 3 clusters Score -1721524 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1721660.000000 Penalty: 4858.657227
	Iteration 15Q: 3 clusters Score -1721660 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1721774.625000 Penalty: 4858.657227
	Iteration 16Q: 3 clusters Score -1721775 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1721874.375000 Penalty: 4858.657227
	Iteration 17Q: 3 clusters Score -1721874 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1721958.125000 Penalty: 4858.657227
	Iteration 18Q: 3 clusters Score -1721958 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1722022.250000 Penalty: 4858.657227
	Iteration 19Q: 3 clusters Score -1722022 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1722078.125000 Penalty: 4858.657227
	Iteration 20F: 3 clusters Score -1722078 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1722117.000000 Penalty: 4858.657227
	Iteration 21Q: 3 clusters Score -1722117 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -1722156.250000 Penalty: 4858.657227
	Iteration 22Q: 3 clusters Score -1722156 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1722177.500000 Penalty: 4858.657227
	Iteration 23Q: 3 clusters Score -1722178 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1722206.375000 Penalty: 4858.657227
	Iteration 24Q: 3 clusters Score -1722206 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1722232.750000 Penalty: 4858.657227
	Iteration 25Q: 3 clusters Score -1722233 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -1722256.000000 Penalty: 4858.657227
	Iteration 26Q: 3 clusters Score -1722256 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -1722280.625000 Penalty: 4858.657227
	Iteration 27Q: 3 clusters Score -1722281 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1722294.375000 Penalty: 4858.657227
	Iteration 28Q: 3 clusters Score -1722294 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1722316.500000 Penalty: 4858.657227
	Iteration 29Q: 3 clusters Score -1722316 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1722338.500000 Penalty: 4858.657227
	Iteration 30Q: 3 clusters Score -1722338 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1722363.000000 Penalty: 4858.657227
	Iteration 31Q: 3 clusters Score -1722363 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -1722376.500000 Penalty: 4858.657227
	Iteration 32Q: 3 clusters Score -1722376 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -1722399.250000 Penalty: 4858.657227
	Iteration 33Q: 3 clusters Score -1722399 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -1722415.125000 Penalty: 4858.657227
	Iteration 34Q: 3 clusters Score -1722415 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1722423.875000 Penalty: 4858.657227
	Iteration 35Q: 3 clusters Score -1722424 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -1722438.375000 Penalty: 4858.657227
	Iteration 36Q: 3 clusters Score -1722438 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -1722454.125000 Penalty: 4858.657227
	Iteration 37Q: 3 clusters Score -1722454 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -1722465.875000 Penalty: 4858.657227
	Iteration 38Q: 3 clusters Score -1722466 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1722480.500000 Penalty: 4858.657227
	Iteration 39Q: 3 clusters Score -1722480 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -1722497.375000 Penalty: 4858.657227
	Iteration 40F: 3 clusters Score -1722497 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -1722516.875000 Penalty: 4858.657227
	Iteration 41Q: 3 clusters Score -1722517 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -1722530.250000 Penalty: 4858.657227
	Iteration 42Q: 3 clusters Score -1722530 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -1722536.875000 Penalty: 4858.657227
	Iteration 43Q: 3 clusters Score -1722537 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -1722554.375000 Penalty: 4858.657227
	Iteration 44Q: 3 clusters Score -1722554 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -1722565.750000 Penalty: 4858.657227
	Iteration 45Q: 3 clusters Score -1722566 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -1722591.875000 Penalty: 4858.657227
	Iteration 46Q: 3 clusters Score -1722592 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1722605.250000 Penalty: 4858.657227
	Iteration 47Q: 3 clusters Score -1722605 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -1722624.625000 Penalty: 4858.657227
	Iteration 48Q: 3 clusters Score -1722625 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -1722636.500000 Penalty: 4858.657227
	Iteration 49Q: 3 clusters Score -1722636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -1722649.125000 Penalty: 4858.657227
	Iteration 50Q: 3 clusters Score -1722649 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -1722661.875000 Penalty: 4858.657227
	Iteration 51Q: 3 clusters Score -1722662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -1722664.500000 Penalty: 4858.657227
	Iteration 52Q: 3 clusters Score -1722664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -1722672.375000 Penalty: 4858.657227
	Iteration 53Q: 3 clusters Score -1722672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -1722681.375000 Penalty: 4858.657227
	Iteration 54Q: 3 clusters Score -1722681 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -1722686.750000 Penalty: 4858.657227
	Iteration 55Q: 3 clusters Score -1722687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -1722692.250000 Penalty: 4858.657227
	Iteration 56Q: 3 clusters Score -1722692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -1722695.875000 Penalty: 4858.657227
	Iteration 57Q: 3 clusters Score -1722696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -1722701.625000 Penalty: 4858.657227
	Iteration 58Q: 3 clusters Score -1722702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -1722706.000000 Penalty: 4858.657227
	Iteration 59Q: 3 clusters Score -1722706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -1722708.250000 Penalty: 4858.657227
	Iteration 60F: 3 clusters Score -1722708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -1722712.875000 Penalty: 4858.657227
	Iteration 61Q: 3 clusters Score -1722713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -1722717.375000 Penalty: 4858.657227
	Iteration 62Q: 3 clusters Score -1722717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -1722716.625000 Penalty: 4858.657227
	Iteration 63Q: 3 clusters Score -1722717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -1722717.125000 Penalty: 4858.657227
	Iteration 64Q: 3 clusters Score -1722717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -1722724.000000 Penalty: 4858.657227
	Iteration 65Q: 3 clusters Score -1722724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -1722717.750000 Penalty: 4858.657227
	Iteration 66Q: 3 clusters Score -1722718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -1722717.125000 Penalty: 4858.657227
	Iteration 67Q: 3 clusters Score -1722717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -1722719.875000 Penalty: 4858.657227
	Iteration 68Q: 3 clusters Score -1722720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -1722721.000000 Penalty: 4858.657227
	Iteration 69Q: 3 clusters Score -1722721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1722722.250000 Penalty: 4858.657227
	Iteration 70Q: 3 clusters Score -1722722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1722722.250000 Penalty: 4858.657227
	Iteration 71F: 3 clusters Score -1722722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (16963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Entering Unmasked Estep 
Score: -1816399.375000 Penalty: 2415.219727
	Iteration 0F: 2 clusters Score -1816399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1804281.625000 Penalty: 4830.439453
	Iteration 0F: 3 clusters Score -1804282 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1808555.375000 Penalty: 4830.439453
	Iteration 1F: 3 clusters Score -1808555 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1809139.750000 Penalty: 4830.439453
	Iteration 2F: 3 clusters Score -1809140 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1809772.500000 Penalty: 4830.439453
	Iteration 3F: 3 clusters Score -1809772 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1810426.375000 Penalty: 4830.439453
	Iteration 4F: 3 clusters Score -1810426 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1811094.500000 Penalty: 4830.439453
	Iteration 5F: 3 clusters Score -1811094 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1811807.000000 Penalty: 4830.439453
	Iteration 6F: 3 clusters Score -1811807 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1812409.500000 Penalty: 4830.439453
	Iteration 7F: 3 clusters Score -1812410 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1812884.125000 Penalty: 4830.439453
	Iteration 8Q: 3 clusters Score -1812884 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1813186.000000 Penalty: 4830.439453
	Iteration 9Q: 3 clusters Score -1813186 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1813380.625000 Penalty: 4830.439453
	Iteration 10Q: 3 clusters Score -1813381 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1813500.375000 Penalty: 4830.439453
	Iteration 11Q: 3 clusters Score -1813500 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1813575.000000 Penalty: 4830.439453
	Iteration 12Q: 3 clusters Score -1813575 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1813613.875000 Penalty: 4830.439453
	Iteration 13Q: 3 clusters Score -1813614 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1813659.125000 Penalty: 4830.439453
	Iteration 14Q: 3 clusters Score -1813659 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1813697.375000 Penalty: 4830.439453
	Iteration 15Q: 3 clusters Score -1813697 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1813727.000000 Penalty: 4830.439453
	Iteration 16Q: 3 clusters Score -1813727 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1813753.125000 Penalty: 4830.439453
	Iteration 17Q: 3 clusters Score -1813753 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1813772.250000 Penalty: 4830.439453
	Iteration 18Q: 3 clusters Score -1813772 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1813793.625000 Penalty: 4830.439453
	Iteration 19Q: 3 clusters Score -1813794 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1813813.875000 Penalty: 4830.439453
	Iteration 20F: 3 clusters Score -1813814 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1813826.875000 Penalty: 4830.439453
	Iteration 21Q: 3 clusters Score -1813827 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1813839.750000 Penalty: 4830.439453
	Iteration 22Q: 3 clusters Score -1813840 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1813849.000000 Penalty: 4830.439453
	Iteration 23Q: 3 clusters Score -1813849 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1813861.750000 Penalty: 4830.439453
	Iteration 24Q: 3 clusters Score -1813862 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1813865.500000 Penalty: 4830.439453
	Iteration 25Q: 3 clusters Score -1813866 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1813877.250000 Penalty: 4830.439453
	Iteration 26Q: 3 clusters Score -1813877 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1813887.750000 Penalty: 4830.439453
	Iteration 27Q: 3 clusters Score -1813888 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1813890.000000 Penalty: 4830.439453
	Iteration 28Q: 3 clusters Score -1813890 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1813892.250000 Penalty: 4830.439453
	Iteration 29Q: 3 clusters Score -1813892 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1813896.625000 Penalty: 4830.439453
	Iteration 30Q: 3 clusters Score -1813897 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1813902.250000 Penalty: 4830.439453
	Iteration 31Q: 3 clusters Score -1813902 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1813909.500000 Penalty: 4830.439453
	Iteration 32Q: 3 clusters Score -1813910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1813916.250000 Penalty: 4830.439453
	Iteration 33Q: 3 clusters Score -1813916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1813920.875000 Penalty: 4830.439453
	Iteration 34Q: 3 clusters Score -1813921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1813915.375000 Penalty: 4830.439453
	Iteration 35Q: 3 clusters Score -1813915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1813920.250000 Penalty: 4830.439453
	Iteration 36Q: 3 clusters Score -1813920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1813918.500000 Penalty: 4830.439453
	Iteration 37Q: 3 clusters Score -1813918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1813922.000000 Penalty: 4830.439453
	Iteration 38Q: 3 clusters Score -1813922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1813925.625000 Penalty: 4830.439453
	Iteration 39Q: 3 clusters Score -1813926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1813926.750000 Penalty: 4830.439453
	Iteration 40F: 3 clusters Score -1813927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1813927.250000 Penalty: 4830.439453
	Iteration 41Q: 3 clusters Score -1813927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1813927.375000 Penalty: 4830.439453
	Iteration 42Q: 3 clusters Score -1813927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1813923.125000 Penalty: 4830.439453
	Iteration 43Q: 3 clusters Score -1813923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1813930.250000 Penalty: 4830.439453
	Iteration 44Q: 3 clusters Score -1813930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1813933.125000 Penalty: 4830.439453
	Iteration 45Q: 3 clusters Score -1813933 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1813930.125000 Penalty: 4830.439453
	Iteration 46Q: 3 clusters Score -1813930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1813937.375000 Penalty: 4830.439453
	Iteration 47Q: 3 clusters Score -1813937 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1813937.875000 Penalty: 4830.439453
	Iteration 48Q: 3 clusters Score -1813938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1813938.500000 Penalty: 4830.439453
	Iteration 49Q: 3 clusters Score -1813938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1813941.375000 Penalty: 4830.439453
	Iteration 50Q: 3 clusters Score -1813941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1813944.750000 Penalty: 4830.439453
	Iteration 51Q: 3 clusters Score -1813945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1813948.750000 Penalty: 4830.439453
	Iteration 52Q: 3 clusters Score -1813949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1813946.125000 Penalty: 4830.439453
	Iteration 53Q: 3 clusters Score -1813946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1813947.000000 Penalty: 4830.439453
	Iteration 54Q: 3 clusters Score -1813947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1813945.625000 Penalty: 4830.439453
	Iteration 55Q: 3 clusters Score -1813946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1813949.125000 Penalty: 4830.439453
	Iteration 56Q: 3 clusters Score -1813949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1813948.250000 Penalty: 4830.439453
	Iteration 57Q: 3 clusters Score -1813948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1813949.750000 Penalty: 4830.439453
	Iteration 58Q: 3 clusters Score -1813950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1813949.875000 Penalty: 4830.439453
	Iteration 59Q: 3 clusters Score -1813950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1813957.250000 Penalty: 4830.439453
	Iteration 60F: 3 clusters Score -1813957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1813954.875000 Penalty: 4830.439453
	Iteration 61Q: 3 clusters Score -1813955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1813954.500000 Penalty: 4830.439453
	Iteration 62Q: 3 clusters Score -1813954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1813952.500000 Penalty: 4830.439453
	Iteration 63Q: 3 clusters Score -1813952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1813955.500000 Penalty: 4830.439453
	Iteration 64Q: 3 clusters Score -1813956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1813954.375000 Penalty: 4830.439453
	Iteration 65Q: 3 clusters Score -1813954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1813955.500000 Penalty: 4830.439453
	Iteration 66Q: 3 clusters Score -1813956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1813959.625000 Penalty: 4830.439453
	Iteration 67Q: 3 clusters Score -1813960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1813957.125000 Penalty: 4830.439453
	Iteration 68Q: 3 clusters Score -1813957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1813957.125000 Penalty: 4830.439453
	Iteration 69F: 3 clusters Score -1813957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Entering Unmasked Estep 
Score: -1062700.000000 Penalty: 2295.886230
	Iteration 0F: 2 clusters Score -1062700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1054648.250000 Penalty: 4591.772461
	Iteration 0F: 3 clusters Score -1054648 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1057139.500000 Penalty: 4591.772461
	Iteration 1F: 3 clusters Score -1057140 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1057581.750000 Penalty: 4591.772461
	Iteration 2F: 3 clusters Score -1057582 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1057936.125000 Penalty: 4591.772461
	Iteration 3F: 3 clusters Score -1057936 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1058227.250000 Penalty: 4591.772461
	Iteration 4Q: 3 clusters Score -1058227 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1058479.625000 Penalty: 4591.772461
	Iteration 5Q: 3 clusters Score -1058480 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1058682.500000 Penalty: 4591.772461
	Iteration 6Q: 3 clusters Score -1058682 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1058837.500000 Penalty: 4591.772461
	Iteration 7Q: 3 clusters Score -1058838 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1058979.750000 Penalty: 4591.772461
	Iteration 8Q: 3 clusters Score -1058980 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1059112.875000 Penalty: 4591.772461
	Iteration 9Q: 3 clusters Score -1059113 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1059237.750000 Penalty: 4591.772461
	Iteration 10Q: 3 clusters Score -1059238 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1059366.625000 Penalty: 4591.772461
	Iteration 11Q: 3 clusters Score -1059367 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1059482.625000 Penalty: 4591.772461
	Iteration 12Q: 3 clusters Score -1059483 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1059609.500000 Penalty: 4591.772461
	Iteration 13Q: 3 clusters Score -1059610 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1059731.125000 Penalty: 4591.772461
	Iteration 14Q: 3 clusters Score -1059731 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1059843.250000 Penalty: 4591.772461
	Iteration 15Q: 3 clusters Score -1059843 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1059953.500000 Penalty: 4591.772461
	Iteration 16Q: 3 clusters Score -1059954 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1060043.875000 Penalty: 4591.772461
	Iteration 17Q: 3 clusters Score -1060044 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1060145.625000 Penalty: 4591.772461
	Iteration 18Q: 3 clusters Score -1060146 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1060242.875000 Penalty: 4591.772461
	Iteration 19Q: 3 clusters Score -1060243 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1060332.750000 Penalty: 4591.772461
	Iteration 20F: 3 clusters Score -1060333 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1060407.625000 Penalty: 4591.772461
	Iteration 21Q: 3 clusters Score -1060408 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1060461.625000 Penalty: 4591.772461
	Iteration 22Q: 3 clusters Score -1060462 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1060517.875000 Penalty: 4591.772461
	Iteration 23Q: 3 clusters Score -1060518 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1060561.625000 Penalty: 4591.772461
	Iteration 24Q: 3 clusters Score -1060562 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1060599.375000 Penalty: 4591.772461
	Iteration 25Q: 3 clusters Score -1060599 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1060634.000000 Penalty: 4591.772461
	Iteration 26Q: 3 clusters Score -1060634 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1060668.625000 Penalty: 4591.772461
	Iteration 27Q: 3 clusters Score -1060669 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1060691.750000 Penalty: 4591.772461
	Iteration 28Q: 3 clusters Score -1060692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1060706.250000 Penalty: 4591.772461
	Iteration 29Q: 3 clusters Score -1060706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1060727.500000 Penalty: 4591.772461
	Iteration 30Q: 3 clusters Score -1060728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1060738.000000 Penalty: 4591.772461
	Iteration 31Q: 3 clusters Score -1060738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1060753.125000 Penalty: 4591.772461
	Iteration 32Q: 3 clusters Score -1060753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1060766.125000 Penalty: 4591.772461
	Iteration 33Q: 3 clusters Score -1060766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1060774.750000 Penalty: 4591.772461
	Iteration 34Q: 3 clusters Score -1060775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1060786.625000 Penalty: 4591.772461
	Iteration 35Q: 3 clusters Score -1060787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1060787.125000 Penalty: 4591.772461
	Iteration 36Q: 3 clusters Score -1060787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1060789.875000 Penalty: 4591.772461
	Iteration 37Q: 3 clusters Score -1060790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1060793.375000 Penalty: 4591.772461
	Iteration 38Q: 3 clusters Score -1060793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1060794.000000 Penalty: 4591.772461
	Iteration 39Q: 3 clusters Score -1060794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1060795.375000 Penalty: 4591.772461
	Iteration 40F: 3 clusters Score -1060795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1060797.000000 Penalty: 4591.772461
	Iteration 41Q: 3 clusters Score -1060797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1060798.875000 Penalty: 4591.772461
	Iteration 42Q: 3 clusters Score -1060799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1060802.125000 Penalty: 4591.772461
	Iteration 43Q: 3 clusters Score -1060802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1060801.250000 Penalty: 4591.772461
	Iteration 44Q: 3 clusters Score -1060801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1060801.250000 Penalty: 4591.772461
	Iteration 45F: 3 clusters Score -1060801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Entering Unmasked Estep 
Score: -755860.687500 Penalty: 2192.643311
	Iteration 0F: 2 clusters Score -755860.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -750165.437500 Penalty: 4385.286621
	Iteration 0F: 3 clusters Score -750165.4 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -751712.750000 Penalty: 4385.286621
	Iteration 1F: 3 clusters Score -751712.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -752000.312500 Penalty: 4385.286621
	Iteration 2F: 3 clusters Score -752000.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -752168.625000 Penalty: 4385.286621
	Iteration 3Q: 3 clusters Score -752168.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -752302.750000 Penalty: 4385.286621
	Iteration 4Q: 3 clusters Score -752302.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -752401.312500 Penalty: 4385.286621
	Iteration 5Q: 3 clusters Score -752401.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -752486.875000 Penalty: 4385.286621
	Iteration 6Q: 3 clusters Score -752486.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -752564.250000 Penalty: 4385.286621
	Iteration 7Q: 3 clusters Score -752564.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -752661.937500 Penalty: 4385.286621
	Iteration 8Q: 3 clusters Score -752661.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -752762.500000 Penalty: 4385.286621
	Iteration 9Q: 3 clusters Score -752762.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -752875.687500 Penalty: 4385.286621
	Iteration 10Q: 3 clusters Score -752875.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -753025.000000 Penalty: 4385.286621
	Iteration 11Q: 3 clusters Score -753025 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -753211.562500 Penalty: 4385.286621
	Iteration 12Q: 3 clusters Score -753211.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -753398.437500 Penalty: 4385.286621
	Iteration 13Q: 3 clusters Score -753398.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -753574.750000 Penalty: 4385.286621
	Iteration 14Q: 3 clusters Score -753574.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -753751.125000 Penalty: 4385.286621
	Iteration 15Q: 3 clusters Score -753751.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -753914.062500 Penalty: 4385.286621
	Iteration 16Q: 3 clusters Score -753914.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -754045.062500 Penalty: 4385.286621
	Iteration 17Q: 3 clusters Score -754045.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -754188.562500 Penalty: 4385.286621
	Iteration 18Q: 3 clusters Score -754188.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -754313.437500 Penalty: 4385.286621
	Iteration 19Q: 3 clusters Score -754313.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -754448.125000 Penalty: 4385.286621
	Iteration 20F: 3 clusters Score -754448.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -754640.437500 Penalty: 4385.286621
	Iteration 21Q: 3 clusters Score -754640.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -754887.812500 Penalty: 4385.286621
	Iteration 22Q: 3 clusters Score -754887.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -755075.500000 Penalty: 4385.286621
	Iteration 23Q: 3 clusters Score -755075.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -755161.375000 Penalty: 4385.286621
	Iteration 24Q: 3 clusters Score -755161.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -755195.812500 Penalty: 4385.286621
	Iteration 25Q: 3 clusters Score -755195.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -755207.750000 Penalty: 4385.286621
	Iteration 26Q: 3 clusters Score -755207.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -755212.562500 Penalty: 4385.286621
	Iteration 27Q: 3 clusters Score -755212.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -755213.562500 Penalty: 4385.286621
	Iteration 28Q: 3 clusters Score -755213.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -755216.437500 Penalty: 4385.286621
	Iteration 29Q: 3 clusters Score -755216.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -755215.000000 Penalty: 4385.286621
	Iteration 30Q: 3 clusters Score -755215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -755214.937500 Penalty: 4385.286621
	Iteration 31Q: 3 clusters Score -755214.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -755215.187500 Penalty: 4385.286621
	Iteration 32Q: 3 clusters Score -755215.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -755215.187500 Penalty: 4385.286621
	Iteration 33F: 3 clusters Score -755215.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Entering Unmasked Estep 
Score: -502314.812500 Penalty: 2094.745850
	Iteration 0F: 2 clusters Score -502314.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -498006.812500 Penalty: 4189.491699
	Iteration 0F: 3 clusters Score -498006.8 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -499163.031250 Penalty: 4189.491699
	Iteration 1F: 3 clusters Score -499163 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -499573.906250 Penalty: 4189.491699
	Iteration 2F: 3 clusters Score -499573.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -499972.750000 Penalty: 4189.491699
	Iteration 3F: 3 clusters Score -499972.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -500329.875000 Penalty: 4189.491699
	Iteration 4F: 3 clusters Score -500329.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -500644.343750 Penalty: 4189.491699
	Iteration 5F: 3 clusters Score -500644.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -500891.187500 Penalty: 4189.491699
	Iteration 6F: 3 clusters Score -500891.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -501052.312500 Penalty: 4189.491699
	Iteration 7Q: 3 clusters Score -501052.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -501162.781250 Penalty: 4189.491699
	Iteration 8Q: 3 clusters Score -501162.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -501229.625000 Penalty: 4189.491699
	Iteration 9Q: 3 clusters Score -501229.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -501281.281250 Penalty: 4189.491699
	Iteration 10Q: 3 clusters Score -501281.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -501324.500000 Penalty: 4189.491699
	Iteration 11Q: 3 clusters Score -501324.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -501356.843750 Penalty: 4189.491699
	Iteration 12Q: 3 clusters Score -501356.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -501374.156250 Penalty: 4189.491699
	Iteration 13Q: 3 clusters Score -501374.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -501393.062500 Penalty: 4189.491699
	Iteration 14Q: 3 clusters Score -501393.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -501406.437500 Penalty: 4189.491699
	Iteration 15Q: 3 clusters Score -501406.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -501425.125000 Penalty: 4189.491699
	Iteration 16Q: 3 clusters Score -501425.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -501443.656250 Penalty: 4189.491699
	Iteration 17Q: 3 clusters Score -501443.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -501457.375000 Penalty: 4189.491699
	Iteration 18Q: 3 clusters Score -501457.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -501469.468750 Penalty: 4189.491699
	Iteration 19Q: 3 clusters Score -501469.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -501479.687500 Penalty: 4189.491699
	Iteration 20F: 3 clusters Score -501479.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -501488.937500 Penalty: 4189.491699
	Iteration 21Q: 3 clusters Score -501488.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -501492.843750 Penalty: 4189.491699
	Iteration 22Q: 3 clusters Score -501492.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -501494.531250 Penalty: 4189.491699
	Iteration 23Q: 3 clusters Score -501494.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -501496.375000 Penalty: 4189.491699
	Iteration 24Q: 3 clusters Score -501496.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -501497.531250 Penalty: 4189.491699
	Iteration 25Q: 3 clusters Score -501497.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -501498.843750 Penalty: 4189.491699
	Iteration 26Q: 3 clusters Score -501498.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -501501.531250 Penalty: 4189.491699
	Iteration 27Q: 3 clusters Score -501501.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -501503.968750 Penalty: 4189.491699
	Iteration 28Q: 3 clusters Score -501504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -501504.562500 Penalty: 4189.491699
	Iteration 29Q: 3 clusters Score -501504.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -501504.593750 Penalty: 4189.491699
	Iteration 30Q: 3 clusters Score -501504.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -501504.593750 Penalty: 4189.491699
	Iteration 31F: 3 clusters Score -501504.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (12171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Entering Unmasked Estep 
Score: -1320569.875000 Penalty: 2332.889404
	Iteration 0F: 2 clusters Score -1320570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1311518.875000 Penalty: 4665.778809
	Iteration 0F: 3 clusters Score -1311519 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1314174.750000 Penalty: 4665.778809
	Iteration 1F: 3 clusters Score -1314175 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1314470.750000 Penalty: 4665.778809
	Iteration 2F: 3 clusters Score -1314471 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1314666.750000 Penalty: 4665.778809
	Iteration 3Q: 3 clusters Score -1314667 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1314811.500000 Penalty: 4665.778809
	Iteration 4Q: 3 clusters Score -1314812 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1314934.750000 Penalty: 4665.778809
	Iteration 5Q: 3 clusters Score -1314935 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1315034.500000 Penalty: 4665.778809
	Iteration 6Q: 3 clusters Score -1315034 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1315136.875000 Penalty: 4665.778809
	Iteration 7Q: 3 clusters Score -1315137 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1315248.375000 Penalty: 4665.778809
	Iteration 8Q: 3 clusters Score -1315248 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1315364.750000 Penalty: 4665.778809
	Iteration 9Q: 3 clusters Score -1315365 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1315485.125000 Penalty: 4665.778809
	Iteration 10Q: 3 clusters Score -1315485 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1315603.875000 Penalty: 4665.778809
	Iteration 11Q: 3 clusters Score -1315604 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1315759.500000 Penalty: 4665.778809
	Iteration 12Q: 3 clusters Score -1315760 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1316001.375000 Penalty: 4665.778809
	Iteration 13Q: 3 clusters Score -1316001 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1316297.500000 Penalty: 4665.778809
	Iteration 14Q: 3 clusters Score -1316298 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1316671.000000 Penalty: 4665.778809
	Iteration 15Q: 3 clusters Score -1316671 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1317016.500000 Penalty: 4665.778809
	Iteration 16Q: 3 clusters Score -1317016 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1317292.250000 Penalty: 4665.778809
	Iteration 17Q: 3 clusters Score -1317292 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1317556.250000 Penalty: 4665.778809
	Iteration 18Q: 3 clusters Score -1317556 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1317784.125000 Penalty: 4665.778809
	Iteration 19Q: 3 clusters Score -1317784 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1317956.250000 Penalty: 4665.778809
	Iteration 20F: 3 clusters Score -1317956 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1318105.750000 Penalty: 4665.778809
	Iteration 21Q: 3 clusters Score -1318106 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1318207.250000 Penalty: 4665.778809
	Iteration 22Q: 3 clusters Score -1318207 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1318300.750000 Penalty: 4665.778809
	Iteration 23Q: 3 clusters Score -1318301 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1318378.625000 Penalty: 4665.778809
	Iteration 24Q: 3 clusters Score -1318379 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1318431.000000 Penalty: 4665.778809
	Iteration 25Q: 3 clusters Score -1318431 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1318464.625000 Penalty: 4665.778809
	Iteration 26Q: 3 clusters Score -1318465 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1318480.375000 Penalty: 4665.778809
	Iteration 27Q: 3 clusters Score -1318480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1318493.000000 Penalty: 4665.778809
	Iteration 28Q: 3 clusters Score -1318493 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1318508.625000 Penalty: 4665.778809
	Iteration 29Q: 3 clusters Score -1318509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1318515.875000 Penalty: 4665.778809
	Iteration 30Q: 3 clusters Score -1318516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1318523.500000 Penalty: 4665.778809
	Iteration 31Q: 3 clusters Score -1318524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1318530.125000 Penalty: 4665.778809
	Iteration 32Q: 3 clusters Score -1318530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1318536.625000 Penalty: 4665.778809
	Iteration 33Q: 3 clusters Score -1318537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1318544.125000 Penalty: 4665.778809
	Iteration 34Q: 3 clusters Score -1318544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1318553.750000 Penalty: 4665.778809
	Iteration 35Q: 3 clusters Score -1318554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1318560.750000 Penalty: 4665.778809
	Iteration 36Q: 3 clusters Score -1318561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1318567.875000 Penalty: 4665.778809
	Iteration 37Q: 3 clusters Score -1318568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1318573.500000 Penalty: 4665.778809
	Iteration 38Q: 3 clusters Score -1318574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1318579.000000 Penalty: 4665.778809
	Iteration 39Q: 3 clusters Score -1318579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1318584.000000 Penalty: 4665.778809
	Iteration 40F: 3 clusters Score -1318584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1318588.375000 Penalty: 4665.778809
	Iteration 41Q: 3 clusters Score -1318588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1318589.375000 Penalty: 4665.778809
	Iteration 42Q: 3 clusters Score -1318589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1318589.125000 Penalty: 4665.778809
	Iteration 43Q: 3 clusters Score -1318589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1318589.125000 Penalty: 4665.778809
	Iteration 44F: 3 clusters Score -1318589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (27697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Entering Unmasked Estep 
Score: -3035240.000000 Penalty: 2536.811768
	Iteration 0F: 2 clusters Score -3035240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -3016272.000000 Penalty: 5073.623535
	Iteration 0F: 3 clusters Score -3016272 nChanged 12352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -3022850.000000 Penalty: 5073.623535
	Iteration 1F: 3 clusters Score -3022850 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -3023332.500000 Penalty: 5073.623535
	Iteration 2Q: 3 clusters Score -3023332 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -3023746.250000 Penalty: 5073.623535
	Iteration 3Q: 3 clusters Score -3023746 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -3024158.500000 Penalty: 5073.623535
	Iteration 4Q: 3 clusters Score -3024158 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -3024621.250000 Penalty: 5073.623535
	Iteration 5Q: 3 clusters Score -3024621 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -3025203.500000 Penalty: 5073.623535
	Iteration 6Q: 3 clusters Score -3025204 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -3025937.000000 Penalty: 5073.623535
	Iteration 7Q: 3 clusters Score -3025937 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -3026805.250000 Penalty: 5073.623535
	Iteration 8F: 3 clusters Score -3026805 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -3027978.000000 Penalty: 5073.623535
	Iteration 9F: 3 clusters Score -3027978 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -3029273.000000 Penalty: 5073.623535
	Iteration 10F: 3 clusters Score -3029273 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -3030483.000000 Penalty: 5073.623535
	Iteration 11Q: 3 clusters Score -3030483 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -3031434.250000 Penalty: 5073.623535
	Iteration 12Q: 3 clusters Score -3031434 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -3032069.000000 Penalty: 5073.623535
	Iteration 13Q: 3 clusters Score -3032069 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -3032426.500000 Penalty: 5073.623535
	Iteration 14Q: 3 clusters Score -3032426 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -3032592.250000 Penalty: 5073.623535
	Iteration 15Q: 3 clusters Score -3032592 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -3032688.750000 Penalty: 5073.623535
	Iteration 16Q: 3 clusters Score -3032689 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -3032754.250000 Penalty: 5073.623535
	Iteration 17Q: 3 clusters Score -3032754 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -3032824.750000 Penalty: 5073.623535
	Iteration 18Q: 3 clusters Score -3032825 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -3032861.250000 Penalty: 5073.623535
	Iteration 19Q: 3 clusters Score -3032861 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -3032893.750000 Penalty: 5073.623535
	Iteration 20F: 3 clusters Score -3032894 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -3032931.000000 Penalty: 5073.623535
	Iteration 21Q: 3 clusters Score -3032931 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3032953.000000 Penalty: 5073.623535
	Iteration 22Q: 3 clusters Score -3032953 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -3032965.750000 Penalty: 5073.623535
	Iteration 23Q: 3 clusters Score -3032966 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -3032970.750000 Penalty: 5073.623535
	Iteration 24Q: 3 clusters Score -3032971 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -3032992.500000 Penalty: 5073.623535
	Iteration 25Q: 3 clusters Score -3032992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -3032991.750000 Penalty: 5073.623535
	Iteration 26Q: 3 clusters Score -3032992 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -3032998.750000 Penalty: 5073.623535
	Iteration 27Q: 3 clusters Score -3032999 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3033005.750000 Penalty: 5073.623535
	Iteration 28Q: 3 clusters Score -3033006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3033007.250000 Penalty: 5073.623535
	Iteration 29Q: 3 clusters Score -3033007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -3033007.500000 Penalty: 5073.623535
	Iteration 30Q: 3 clusters Score -3033008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -3033005.000000 Penalty: 5073.623535
	Iteration 31Q: 3 clusters Score -3033005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -3033010.500000 Penalty: 5073.623535
	Iteration 32Q: 3 clusters Score -3033010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -3033009.250000 Penalty: 5073.623535
	Iteration 33Q: 3 clusters Score -3033009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -3033010.750000 Penalty: 5073.623535
	Iteration 34Q: 3 clusters Score -3033011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3033015.500000 Penalty: 5073.623535
	Iteration 35Q: 3 clusters Score -3033016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3033016.500000 Penalty: 5073.623535
	Iteration 36Q: 3 clusters Score -3033016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3033017.000000 Penalty: 5073.623535
	Iteration 37Q: 3 clusters Score -3033017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -3033015.500000 Penalty: 5073.623535
	Iteration 38Q: 3 clusters Score -3033016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -3033018.250000 Penalty: 5073.623535
	Iteration 39Q: 3 clusters Score -3033018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3033017.750000 Penalty: 5073.623535
	Iteration 40F: 3 clusters Score -3033018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -3033018.500000 Penalty: 5073.623535
	Iteration 41Q: 3 clusters Score -3033018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3033013.000000 Penalty: 5073.623535
	Iteration 42Q: 3 clusters Score -3033013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -3033010.500000 Penalty: 5073.623535
	Iteration 43Q: 3 clusters Score -3033010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3033013.500000 Penalty: 5073.623535
	Iteration 44Q: 3 clusters Score -3033014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -3033015.250000 Penalty: 5073.623535
	Iteration 45Q: 3 clusters Score -3033015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3033015.250000 Penalty: 5073.623535
	Iteration 46Q: 3 clusters Score -3033015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -3033013.500000 Penalty: 5073.623535
	Iteration 47Q: 3 clusters Score -3033014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -3033013.750000 Penalty: 5073.623535
	Iteration 48Q: 3 clusters Score -3033014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -3033013.750000 Penalty: 5073.623535
	Iteration 49F: 3 clusters Score -3033014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (19892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Entering Unmasked Estep 
Score: -2169220.250000 Penalty: 2454.722168
	Iteration 0F: 2 clusters Score -2169220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2155155.250000 Penalty: 4909.444336
	Iteration 0F: 3 clusters Score -2155155 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2159970.000000 Penalty: 4909.444336
	Iteration 1F: 3 clusters Score -2159970 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2160572.000000 Penalty: 4909.444336
	Iteration 2F: 3 clusters Score -2160572 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2161299.000000 Penalty: 4909.444336
	Iteration 3F: 3 clusters Score -2161299 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2162156.500000 Penalty: 4909.444336
	Iteration 4F: 3 clusters Score -2162156 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2163171.500000 Penalty: 4909.444336
	Iteration 5F: 3 clusters Score -2163172 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -2164117.500000 Penalty: 4909.444336
	Iteration 6F: 3 clusters Score -2164118 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2164840.500000 Penalty: 4909.444336
	Iteration 7F: 3 clusters Score -2164840 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2165376.000000 Penalty: 4909.444336
	Iteration 8Q: 3 clusters Score -2165376 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2165826.000000 Penalty: 4909.444336
	Iteration 9Q: 3 clusters Score -2165826 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2166245.750000 Penalty: 4909.444336
	Iteration 10Q: 3 clusters Score -2166246 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2166658.750000 Penalty: 4909.444336
	Iteration 11Q: 3 clusters Score -2166659 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -2166966.750000 Penalty: 4909.444336
	Iteration 12Q: 3 clusters Score -2166967 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -2167174.000000 Penalty: 4909.444336
	Iteration 13Q: 3 clusters Score -2167174 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -2167310.750000 Penalty: 4909.444336
	Iteration 14Q: 3 clusters Score -2167311 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -2167425.000000 Penalty: 4909.444336
	Iteration 15Q: 3 clusters Score -2167425 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2167516.250000 Penalty: 4909.444336
	Iteration 16Q: 3 clusters Score -2167516 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2167603.250000 Penalty: 4909.444336
	Iteration 17Q: 3 clusters Score -2167603 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -2167666.000000 Penalty: 4909.444336
	Iteration 18Q: 3 clusters Score -2167666 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2167723.000000 Penalty: 4909.444336
	Iteration 19Q: 3 clusters Score -2167723 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2167764.500000 Penalty: 4909.444336
	Iteration 20F: 3 clusters Score -2167764 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -2167819.250000 Penalty: 4909.444336
	Iteration 21Q: 3 clusters Score -2167819 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -2167862.500000 Penalty: 4909.444336
	Iteration 22Q: 3 clusters Score -2167862 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -2167900.000000 Penalty: 4909.444336
	Iteration 23Q: 3 clusters Score -2167900 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -2167933.500000 Penalty: 4909.444336
	Iteration 24Q: 3 clusters Score -2167934 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2167958.000000 Penalty: 4909.444336
	Iteration 25Q: 3 clusters Score -2167958 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2167987.250000 Penalty: 4909.444336
	Iteration 26Q: 3 clusters Score -2167987 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2168007.750000 Penalty: 4909.444336
	Iteration 27Q: 3 clusters Score -2168008 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2168015.750000 Penalty: 4909.444336
	Iteration 28Q: 3 clusters Score -2168016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2168025.500000 Penalty: 4909.444336
	Iteration 29Q: 3 clusters Score -2168026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2168027.000000 Penalty: 4909.444336
	Iteration 30Q: 3 clusters Score -2168027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2168026.750000 Penalty: 4909.444336
	Iteration 31Q: 3 clusters Score -2168027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2168026.000000 Penalty: 4909.444336
	Iteration 32Q: 3 clusters Score -2168026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2168037.500000 Penalty: 4909.444336
	Iteration 33Q: 3 clusters Score -2168038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2168039.500000 Penalty: 4909.444336
	Iteration 34Q: 3 clusters Score -2168040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2168041.500000 Penalty: 4909.444336
	Iteration 35Q: 3 clusters Score -2168042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -2168044.250000 Penalty: 4909.444336
	Iteration 36Q: 3 clusters Score -2168044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2168042.250000 Penalty: 4909.444336
	Iteration 37Q: 3 clusters Score -2168042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -2168043.500000 Penalty: 4909.444336
	Iteration 38Q: 3 clusters Score -2168044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2168045.500000 Penalty: 4909.444336
	Iteration 39Q: 3 clusters Score -2168046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -2168048.750000 Penalty: 4909.444336
	Iteration 40F: 3 clusters Score -2168049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -2168043.250000 Penalty: 4909.444336
	Iteration 41Q: 3 clusters Score -2168043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -2168045.750000 Penalty: 4909.444336
	Iteration 42Q: 3 clusters Score -2168046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2168049.000000 Penalty: 4909.444336
	Iteration 43Q: 3 clusters Score -2168049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -2168052.500000 Penalty: 4909.444336
	Iteration 44Q: 3 clusters Score -2168052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -2168058.000000 Penalty: 4909.444336
	Iteration 45Q: 3 clusters Score -2168058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2168054.500000 Penalty: 4909.444336
	Iteration 46Q: 3 clusters Score -2168054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2168064.000000 Penalty: 4909.444336
	Iteration 47Q: 3 clusters Score -2168064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -2168064.750000 Penalty: 4909.444336
	Iteration 48Q: 3 clusters Score -2168065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2168065.500000 Penalty: 4909.444336
	Iteration 49Q: 3 clusters Score -2168066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2168067.000000 Penalty: 4909.444336
	Iteration 50Q: 3 clusters Score -2168067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2168066.750000 Penalty: 4909.444336
	Iteration 51Q: 3 clusters Score -2168067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -2168070.000000 Penalty: 4909.444336
	Iteration 52Q: 3 clusters Score -2168070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -2168071.750000 Penalty: 4909.444336
	Iteration 53Q: 3 clusters Score -2168072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2168072.250000 Penalty: 4909.444336
	Iteration 54Q: 3 clusters Score -2168072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2168070.750000 Penalty: 4909.444336
	Iteration 55Q: 3 clusters Score -2168071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2168072.750000 Penalty: 4909.444336
	Iteration 56Q: 3 clusters Score -2168073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2168076.000000 Penalty: 4909.444336
	Iteration 57Q: 3 clusters Score -2168076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2168077.500000 Penalty: 4909.444336
	Iteration 58Q: 3 clusters Score -2168078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2168078.000000 Penalty: 4909.444336
	Iteration 59Q: 3 clusters Score -2168078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2168079.750000 Penalty: 4909.444336
	Iteration 60F: 3 clusters Score -2168080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -2168082.750000 Penalty: 4909.444336
	Iteration 61Q: 3 clusters Score -2168083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2168082.000000 Penalty: 4909.444336
	Iteration 62Q: 3 clusters Score -2168082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2168082.500000 Penalty: 4909.444336
	Iteration 63Q: 3 clusters Score -2168082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2168082.500000 Penalty: 4909.444336
	Iteration 64Q: 3 clusters Score -2168082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -2168086.000000 Penalty: 4909.444336
	Iteration 65Q: 3 clusters Score -2168086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2168088.500000 Penalty: 4909.444336
	Iteration 66Q: 3 clusters Score -2168088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2168090.000000 Penalty: 4909.444336
	Iteration 67Q: 3 clusters Score -2168090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2168089.250000 Penalty: 4909.444336
	Iteration 68Q: 3 clusters Score -2168089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2168089.250000 Penalty: 4909.444336
	Iteration 69F: 3 clusters Score -2168089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Entering Unmasked Estep 
Score: -244685.734375 Penalty: 1908.209351
	Iteration 0F: 2 clusters Score -244685.7 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 1075 members 
Entering Unmasked Estep 
Score: -241910.140625 Penalty: 3816.418701
	Iteration 0F: 3 clusters Score -241910.1 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -242412.140625 Penalty: 3816.418701
	Iteration 1F: 3 clusters Score -242412.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -242552.046875 Penalty: 3816.418701
	Iteration 2F: 3 clusters Score -242552 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -242629.953125 Penalty: 3816.418701
	Iteration 3Q: 3 clusters Score -242630 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -242680.234375 Penalty: 3816.418701
	Iteration 4Q: 3 clusters Score -242680.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -242714.046875 Penalty: 3816.418701
	Iteration 5Q: 3 clusters Score -242714 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -242732.671875 Penalty: 3816.418701
	Iteration 6Q: 3 clusters Score -242732.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -242749.218750 Penalty: 3816.418701
	Iteration 7Q: 3 clusters Score -242749.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -242765.062500 Penalty: 3816.418701
	Iteration 8Q: 3 clusters Score -242765.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -242781.812500 Penalty: 3816.418701
	Iteration 9Q: 3 clusters Score -242781.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -242789.406250 Penalty: 3816.418701
	Iteration 10Q: 3 clusters Score -242789.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -242794.203125 Penalty: 3816.418701
	Iteration 11Q: 3 clusters Score -242794.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -242798.406250 Penalty: 3816.418701
	Iteration 12Q: 3 clusters Score -242798.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -242801.062500 Penalty: 3816.418701
	Iteration 13Q: 3 clusters Score -242801.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -242803.265625 Penalty: 3816.418701
	Iteration 14Q: 3 clusters Score -242803.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -242805.406250 Penalty: 3816.418701
	Iteration 15Q: 3 clusters Score -242805.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -242805.406250 Penalty: 3816.418701
	Iteration 16F: 3 clusters Score -242805.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Entering Unmasked Estep 
Score: -965322.312500 Penalty: 2256.570312
	Iteration 0F: 2 clusters Score -965322.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -958357.500000 Penalty: 4513.140625
	Iteration 0F: 3 clusters Score -958357.5 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -960285.812500 Penalty: 4513.140625
	Iteration 1F: 3 clusters Score -960285.8 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -960674.687500 Penalty: 4513.140625
	Iteration 2F: 3 clusters Score -960674.7 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -961071.000000 Penalty: 4513.140625
	Iteration 3F: 3 clusters Score -961071 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -961450.937500 Penalty: 4513.140625
	Iteration 4F: 3 clusters Score -961450.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -961838.750000 Penalty: 4513.140625
	Iteration 5F: 3 clusters Score -961838.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -962217.375000 Penalty: 4513.140625
	Iteration 6F: 3 clusters Score -962217.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -962536.437500 Penalty: 4513.140625
	Iteration 7F: 3 clusters Score -962536.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -962776.437500 Penalty: 4513.140625
	Iteration 8Q: 3 clusters Score -962776.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -962983.812500 Penalty: 4513.140625
	Iteration 9Q: 3 clusters Score -962983.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -963156.437500 Penalty: 4513.140625
	Iteration 10Q: 3 clusters Score -963156.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -963297.625000 Penalty: 4513.140625
	Iteration 11Q: 3 clusters Score -963297.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -963390.687500 Penalty: 4513.140625
	Iteration 12Q: 3 clusters Score -963390.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -963458.125000 Penalty: 4513.140625
	Iteration 13Q: 3 clusters Score -963458.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -963499.625000 Penalty: 4513.140625
	Iteration 14Q: 3 clusters Score -963499.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -963523.687500 Penalty: 4513.140625
	Iteration 15Q: 3 clusters Score -963523.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -963535.937500 Penalty: 4513.140625
	Iteration 16Q: 3 clusters Score -963535.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -963546.562500 Penalty: 4513.140625
	Iteration 17Q: 3 clusters Score -963546.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -963552.000000 Penalty: 4513.140625
	Iteration 18Q: 3 clusters Score -963552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -963554.875000 Penalty: 4513.140625
	Iteration 19Q: 3 clusters Score -963554.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -963562.312500 Penalty: 4513.140625
	Iteration 20F: 3 clusters Score -963562.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -963563.437500 Penalty: 4513.140625
	Iteration 21Q: 3 clusters Score -963563.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -963567.937500 Penalty: 4513.140625
	Iteration 22Q: 3 clusters Score -963567.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -963569.562500 Penalty: 4513.140625
	Iteration 23Q: 3 clusters Score -963569.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -963568.375000 Penalty: 4513.140625
	Iteration 24Q: 3 clusters Score -963568.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -963568.375000 Penalty: 4513.140625
	Iteration 25F: 3 clusters Score -963568.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Entering Unmasked Estep 
Score: -362085.562500 Penalty: 2017.420654
	Iteration 0F: 2 clusters Score -362085.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -358540.343750 Penalty: 4034.841309
	Iteration 0F: 3 clusters Score -358540.3 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -359346.562500 Penalty: 4034.841309
	Iteration 1F: 3 clusters Score -359346.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -359580.593750 Penalty: 4034.841309
	Iteration 2F: 3 clusters Score -359580.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -359774.062500 Penalty: 4034.841309
	Iteration 3F: 3 clusters Score -359774.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -359892.187500 Penalty: 4034.841309
	Iteration 4Q: 3 clusters Score -359892.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -359980.625000 Penalty: 4034.841309
	Iteration 5Q: 3 clusters Score -359980.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -360050.937500 Penalty: 4034.841309
	Iteration 6Q: 3 clusters Score -360050.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -360097.625000 Penalty: 4034.841309
	Iteration 7Q: 3 clusters Score -360097.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -360129.968750 Penalty: 4034.841309
	Iteration 8Q: 3 clusters Score -360130 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -360156.718750 Penalty: 4034.841309
	Iteration 9Q: 3 clusters Score -360156.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -360189.343750 Penalty: 4034.841309
	Iteration 10Q: 3 clusters Score -360189.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -360222.218750 Penalty: 4034.841309
	Iteration 11Q: 3 clusters Score -360222.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -360247.437500 Penalty: 4034.841309
	Iteration 12Q: 3 clusters Score -360247.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -360265.500000 Penalty: 4034.841309
	Iteration 13Q: 3 clusters Score -360265.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -360277.406250 Penalty: 4034.841309
	Iteration 14Q: 3 clusters Score -360277.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -360287.156250 Penalty: 4034.841309
	Iteration 15Q: 3 clusters Score -360287.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -360299.031250 Penalty: 4034.841309
	Iteration 16Q: 3 clusters Score -360299 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -360315.375000 Penalty: 4034.841309
	Iteration 17Q: 3 clusters Score -360315.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -360324.812500 Penalty: 4034.841309
	Iteration 18Q: 3 clusters Score -360324.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -360333.093750 Penalty: 4034.841309
	Iteration 19Q: 3 clusters Score -360333.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -360341.500000 Penalty: 4034.841309
	Iteration 20F: 3 clusters Score -360341.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -360349.843750 Penalty: 4034.841309
	Iteration 21Q: 3 clusters Score -360349.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -360361.906250 Penalty: 4034.841309
	Iteration 22Q: 3 clusters Score -360361.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -360369.625000 Penalty: 4034.841309
	Iteration 23Q: 3 clusters Score -360369.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -360379.156250 Penalty: 4034.841309
	Iteration 24Q: 3 clusters Score -360379.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -360389.906250 Penalty: 4034.841309
	Iteration 25Q: 3 clusters Score -360389.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -360398.062500 Penalty: 4034.841309
	Iteration 26Q: 3 clusters Score -360398.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -360403.531250 Penalty: 4034.841309
	Iteration 27Q: 3 clusters Score -360403.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -360408.906250 Penalty: 4034.841309
	Iteration 28Q: 3 clusters Score -360408.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -360411.937500 Penalty: 4034.841309
	Iteration 29Q: 3 clusters Score -360411.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -360415.500000 Penalty: 4034.841309
	Iteration 30Q: 3 clusters Score -360415.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -360419.500000 Penalty: 4034.841309
	Iteration 31Q: 3 clusters Score -360419.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -360420.625000 Penalty: 4034.841309
	Iteration 32Q: 3 clusters Score -360420.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -360421.000000 Penalty: 4034.841309
	Iteration 33Q: 3 clusters Score -360421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -360421.843750 Penalty: 4034.841309
	Iteration 34Q: 3 clusters Score -360421.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -360423.125000 Penalty: 4034.841309
	Iteration 35Q: 3 clusters Score -360423.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -360423.125000 Penalty: 4034.841309
	Iteration 36F: 3 clusters Score -360423.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Entering Unmasked Estep 
Score: -1649554.375000 Penalty: 2415.468262
	Iteration 0F: 2 clusters Score -1649554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1637356.500000 Penalty: 4830.936523
	Iteration 0F: 3 clusters Score -1637356 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1641547.875000 Penalty: 4830.936523
	Iteration 1F: 3 clusters Score -1641548 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1642159.375000 Penalty: 4830.936523
	Iteration 2F: 3 clusters Score -1642159 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1642844.875000 Penalty: 4830.936523
	Iteration 3F: 3 clusters Score -1642845 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1643609.750000 Penalty: 4830.936523
	Iteration 4F: 3 clusters Score -1643610 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1644384.625000 Penalty: 4830.936523
	Iteration 5F: 3 clusters Score -1644385 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1645035.125000 Penalty: 4830.936523
	Iteration 6F: 3 clusters Score -1645035 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1645535.250000 Penalty: 4830.936523
	Iteration 7Q: 3 clusters Score -1645535 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1645939.625000 Penalty: 4830.936523
	Iteration 8Q: 3 clusters Score -1645940 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1646283.250000 Penalty: 4830.936523
	Iteration 9Q: 3 clusters Score -1646283 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1646543.250000 Penalty: 4830.936523
	Iteration 10Q: 3 clusters Score -1646543 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1646773.125000 Penalty: 4830.936523
	Iteration 11Q: 3 clusters Score -1646773 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1646915.250000 Penalty: 4830.936523
	Iteration 12Q: 3 clusters Score -1646915 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1647018.250000 Penalty: 4830.936523
	Iteration 13Q: 3 clusters Score -1647018 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1647109.125000 Penalty: 4830.936523
	Iteration 14Q: 3 clusters Score -1647109 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1647196.875000 Penalty: 4830.936523
	Iteration 15Q: 3 clusters Score -1647197 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1647250.125000 Penalty: 4830.936523
	Iteration 16Q: 3 clusters Score -1647250 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1647302.500000 Penalty: 4830.936523
	Iteration 17Q: 3 clusters Score -1647302 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1647352.625000 Penalty: 4830.936523
	Iteration 18Q: 3 clusters Score -1647353 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1647381.875000 Penalty: 4830.936523
	Iteration 19Q: 3 clusters Score -1647382 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1647407.750000 Penalty: 4830.936523
	Iteration 20F: 3 clusters Score -1647408 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1647431.625000 Penalty: 4830.936523
	Iteration 21Q: 3 clusters Score -1647432 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1647460.500000 Penalty: 4830.936523
	Iteration 22Q: 3 clusters Score -1647460 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1647488.250000 Penalty: 4830.936523
	Iteration 23Q: 3 clusters Score -1647488 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1647509.375000 Penalty: 4830.936523
	Iteration 24Q: 3 clusters Score -1647509 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1647536.875000 Penalty: 4830.936523
	Iteration 25Q: 3 clusters Score -1647537 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1647556.250000 Penalty: 4830.936523
	Iteration 26Q: 3 clusters Score -1647556 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1647577.000000 Penalty: 4830.936523
	Iteration 27Q: 3 clusters Score -1647577 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1647596.750000 Penalty: 4830.936523
	Iteration 28Q: 3 clusters Score -1647597 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1647602.875000 Penalty: 4830.936523
	Iteration 29Q: 3 clusters Score -1647603 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1647610.375000 Penalty: 4830.936523
	Iteration 30Q: 3 clusters Score -1647610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1647611.250000 Penalty: 4830.936523
	Iteration 31Q: 3 clusters Score -1647611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1647616.000000 Penalty: 4830.936523
	Iteration 32Q: 3 clusters Score -1647616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1647621.000000 Penalty: 4830.936523
	Iteration 33Q: 3 clusters Score -1647621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1647622.375000 Penalty: 4830.936523
	Iteration 34Q: 3 clusters Score -1647622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1647631.875000 Penalty: 4830.936523
	Iteration 35Q: 3 clusters Score -1647632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1647633.125000 Penalty: 4830.936523
	Iteration 36Q: 3 clusters Score -1647633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1647636.375000 Penalty: 4830.936523
	Iteration 37Q: 3 clusters Score -1647636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1647638.125000 Penalty: 4830.936523
	Iteration 38Q: 3 clusters Score -1647638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1647645.125000 Penalty: 4830.936523
	Iteration 39Q: 3 clusters Score -1647645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1647648.125000 Penalty: 4830.936523
	Iteration 40F: 3 clusters Score -1647648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1647653.000000 Penalty: 4830.936523
	Iteration 41Q: 3 clusters Score -1647653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1647659.000000 Penalty: 4830.936523
	Iteration 42Q: 3 clusters Score -1647659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1647663.250000 Penalty: 4830.936523
	Iteration 43Q: 3 clusters Score -1647663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1647664.000000 Penalty: 4830.936523
	Iteration 44Q: 3 clusters Score -1647664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1647664.750000 Penalty: 4830.936523
	Iteration 45Q: 3 clusters Score -1647665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1647670.375000 Penalty: 4830.936523
	Iteration 46Q: 3 clusters Score -1647670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1647671.875000 Penalty: 4830.936523
	Iteration 47Q: 3 clusters Score -1647672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1647672.250000 Penalty: 4830.936523
	Iteration 48Q: 3 clusters Score -1647672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1647673.875000 Penalty: 4830.936523
	Iteration 49Q: 3 clusters Score -1647674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1647672.375000 Penalty: 4830.936523
	Iteration 50Q: 3 clusters Score -1647672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1647672.500000 Penalty: 4830.936523
	Iteration 51Q: 3 clusters Score -1647672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1647673.750000 Penalty: 4830.936523
	Iteration 52Q: 3 clusters Score -1647674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1647673.500000 Penalty: 4830.936523
	Iteration 53Q: 3 clusters Score -1647674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1647673.375000 Penalty: 4830.936523
	Iteration 54Q: 3 clusters Score -1647673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1647673.375000 Penalty: 4830.936523
	Iteration 55F: 3 clusters Score -1647673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -20697.304688 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -20697.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19448.492188 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -19448.49 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19552.767578 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -19552.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19596.851562 Penalty: 2822.418457
	Iteration 2Q: 3 clusters Score -19596.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19619.673828 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -19619.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19630.207031 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -19630.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19643.287109 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -19643.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19645.916016 Penalty: 2822.418457
	Iteration 6Q: 3 clusters Score -19645.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19645.916016 Penalty: 2822.418457
	Iteration 7F: 3 clusters Score -19645.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (3636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Entering Unmasked Estep 
Score: -394110.093750 Penalty: 2033.262695
	Iteration 0F: 2 clusters Score -394110.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -390423.781250 Penalty: 4066.525391
	Iteration 0F: 3 clusters Score -390423.8 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -391222.843750 Penalty: 4066.525391
	Iteration 1F: 3 clusters Score -391222.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -391379.375000 Penalty: 4066.525391
	Iteration 2F: 3 clusters Score -391379.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -391465.718750 Penalty: 4066.525391
	Iteration 3Q: 3 clusters Score -391465.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -391525.687500 Penalty: 4066.525391
	Iteration 4Q: 3 clusters Score -391525.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -391558.062500 Penalty: 4066.525391
	Iteration 5Q: 3 clusters Score -391558.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -391584.781250 Penalty: 4066.525391
	Iteration 6Q: 3 clusters Score -391584.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -391608.750000 Penalty: 4066.525391
	Iteration 7Q: 3 clusters Score -391608.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -391631.468750 Penalty: 4066.525391
	Iteration 8Q: 3 clusters Score -391631.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -391649.875000 Penalty: 4066.525391
	Iteration 9Q: 3 clusters Score -391649.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -391673.312500 Penalty: 4066.525391
	Iteration 10Q: 3 clusters Score -391673.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -391695.562500 Penalty: 4066.525391
	Iteration 11Q: 3 clusters Score -391695.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -391721.375000 Penalty: 4066.525391
	Iteration 12Q: 3 clusters Score -391721.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -391750.531250 Penalty: 4066.525391
	Iteration 13Q: 3 clusters Score -391750.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -391780.218750 Penalty: 4066.525391
	Iteration 14Q: 3 clusters Score -391780.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -391808.000000 Penalty: 4066.525391
	Iteration 15Q: 3 clusters Score -391808 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -391837.718750 Penalty: 4066.525391
	Iteration 16Q: 3 clusters Score -391837.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -391863.281250 Penalty: 4066.525391
	Iteration 17Q: 3 clusters Score -391863.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -391895.125000 Penalty: 4066.525391
	Iteration 18Q: 3 clusters Score -391895.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -391929.593750 Penalty: 4066.525391
	Iteration 19Q: 3 clusters Score -391929.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -391960.718750 Penalty: 4066.525391
	Iteration 20F: 3 clusters Score -391960.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -391992.593750 Penalty: 4066.525391
	Iteration 21Q: 3 clusters Score -391992.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -392018.281250 Penalty: 4066.525391
	Iteration 22Q: 3 clusters Score -392018.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -392036.437500 Penalty: 4066.525391
	Iteration 23Q: 3 clusters Score -392036.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -392049.625000 Penalty: 4066.525391
	Iteration 24Q: 3 clusters Score -392049.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -392064.687500 Penalty: 4066.525391
	Iteration 25Q: 3 clusters Score -392064.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -392075.062500 Penalty: 4066.525391
	Iteration 26Q: 3 clusters Score -392075.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -392086.968750 Penalty: 4066.525391
	Iteration 27Q: 3 clusters Score -392087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -392095.750000 Penalty: 4066.525391
	Iteration 28Q: 3 clusters Score -392095.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -392104.625000 Penalty: 4066.525391
	Iteration 29Q: 3 clusters Score -392104.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -392110.062500 Penalty: 4066.525391
	Iteration 30Q: 3 clusters Score -392110.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -392116.562500 Penalty: 4066.525391
	Iteration 31Q: 3 clusters Score -392116.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -392121.593750 Penalty: 4066.525391
	Iteration 32Q: 3 clusters Score -392121.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -392124.718750 Penalty: 4066.525391
	Iteration 33Q: 3 clusters Score -392124.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -392129.281250 Penalty: 4066.525391
	Iteration 34Q: 3 clusters Score -392129.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -392132.718750 Penalty: 4066.525391
	Iteration 35Q: 3 clusters Score -392132.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -392138.500000 Penalty: 4066.525391
	Iteration 36Q: 3 clusters Score -392138.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -392142.406250 Penalty: 4066.525391
	Iteration 37Q: 3 clusters Score -392142.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -392148.343750 Penalty: 4066.525391
	Iteration 38Q: 3 clusters Score -392148.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -392154.218750 Penalty: 4066.525391
	Iteration 39Q: 3 clusters Score -392154.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -392160.062500 Penalty: 4066.525391
	Iteration 40F: 3 clusters Score -392160.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -392164.031250 Penalty: 4066.525391
	Iteration 41Q: 3 clusters Score -392164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -392173.156250 Penalty: 4066.525391
	Iteration 42Q: 3 clusters Score -392173.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -392183.843750 Penalty: 4066.525391
	Iteration 43Q: 3 clusters Score -392183.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -392192.000000 Penalty: 4066.525391
	Iteration 44Q: 3 clusters Score -392192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -392202.031250 Penalty: 4066.525391
	Iteration 45Q: 3 clusters Score -392202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -392209.781250 Penalty: 4066.525391
	Iteration 46Q: 3 clusters Score -392209.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -392215.875000 Penalty: 4066.525391
	Iteration 47Q: 3 clusters Score -392215.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -392221.468750 Penalty: 4066.525391
	Iteration 48Q: 3 clusters Score -392221.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -392227.406250 Penalty: 4066.525391
	Iteration 49Q: 3 clusters Score -392227.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -392231.281250 Penalty: 4066.525391
	Iteration 50Q: 3 clusters Score -392231.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -392239.593750 Penalty: 4066.525391
	Iteration 51Q: 3 clusters Score -392239.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -392248.968750 Penalty: 4066.525391
	Iteration 52Q: 3 clusters Score -392249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -392257.718750 Penalty: 4066.525391
	Iteration 53Q: 3 clusters Score -392257.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -392264.281250 Penalty: 4066.525391
	Iteration 54Q: 3 clusters Score -392264.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -392271.343750 Penalty: 4066.525391
	Iteration 55Q: 3 clusters Score -392271.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -392279.500000 Penalty: 4066.525391
	Iteration 56Q: 3 clusters Score -392279.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -392286.812500 Penalty: 4066.525391
	Iteration 57Q: 3 clusters Score -392286.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -392292.875000 Penalty: 4066.525391
	Iteration 58Q: 3 clusters Score -392292.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -392302.281250 Penalty: 4066.525391
	Iteration 59Q: 3 clusters Score -392302.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -392308.812500 Penalty: 4066.525391
	Iteration 60F: 3 clusters Score -392308.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -392311.875000 Penalty: 4066.525391
	Iteration 61Q: 3 clusters Score -392311.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -392318.750000 Penalty: 4066.525391
	Iteration 62Q: 3 clusters Score -392318.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -392323.718750 Penalty: 4066.525391
	Iteration 63Q: 3 clusters Score -392323.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -392330.968750 Penalty: 4066.525391
	Iteration 64Q: 3 clusters Score -392331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -392337.031250 Penalty: 4066.525391
	Iteration 65Q: 3 clusters Score -392337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -392341.812500 Penalty: 4066.525391
	Iteration 66Q: 3 clusters Score -392341.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -392345.500000 Penalty: 4066.525391
	Iteration 67Q: 3 clusters Score -392345.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -392347.875000 Penalty: 4066.525391
	Iteration 68Q: 3 clusters Score -392347.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -392349.281250 Penalty: 4066.525391
	Iteration 69Q: 3 clusters Score -392349.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -392350.750000 Penalty: 4066.525391
	Iteration 70Q: 3 clusters Score -392350.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -392350.750000 Penalty: 4066.525391
	Iteration 71F: 3 clusters Score -392350.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (7501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Entering Unmasked Estep 
Score: -804965.062500 Penalty: 2212.852295
	Iteration 0F: 2 clusters Score -804965.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -798833.187500 Penalty: 4425.704590
	Iteration 0F: 3 clusters Score -798833.2 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -800792.687500 Penalty: 4425.704590
	Iteration 1F: 3 clusters Score -800792.7 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -801196.437500 Penalty: 4425.704590
	Iteration 2F: 3 clusters Score -801196.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -801530.000000 Penalty: 4425.704590
	Iteration 3F: 3 clusters Score -801530 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -801802.562500 Penalty: 4425.704590
	Iteration 4F: 3 clusters Score -801802.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -801996.312500 Penalty: 4425.704590
	Iteration 5Q: 3 clusters Score -801996.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -802179.500000 Penalty: 4425.704590
	Iteration 6Q: 3 clusters Score -802179.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -802340.750000 Penalty: 4425.704590
	Iteration 7Q: 3 clusters Score -802340.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -802462.125000 Penalty: 4425.704590
	Iteration 8Q: 3 clusters Score -802462.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -802544.625000 Penalty: 4425.704590
	Iteration 9Q: 3 clusters Score -802544.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -802614.875000 Penalty: 4425.704590
	Iteration 10Q: 3 clusters Score -802614.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -802678.125000 Penalty: 4425.704590
	Iteration 11Q: 3 clusters Score -802678.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -802729.500000 Penalty: 4425.704590
	Iteration 12Q: 3 clusters Score -802729.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -802770.125000 Penalty: 4425.704590
	Iteration 13Q: 3 clusters Score -802770.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -802806.937500 Penalty: 4425.704590
	Iteration 14Q: 3 clusters Score -802806.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -802844.312500 Penalty: 4425.704590
	Iteration 15Q: 3 clusters Score -802844.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -802871.562500 Penalty: 4425.704590
	Iteration 16Q: 3 clusters Score -802871.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -802890.875000 Penalty: 4425.704590
	Iteration 17Q: 3 clusters Score -802890.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -802911.312500 Penalty: 4425.704590
	Iteration 18Q: 3 clusters Score -802911.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -802925.125000 Penalty: 4425.704590
	Iteration 19Q: 3 clusters Score -802925.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -802939.125000 Penalty: 4425.704590
	Iteration 20F: 3 clusters Score -802939.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -802949.500000 Penalty: 4425.704590
	Iteration 21Q: 3 clusters Score -802949.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -802955.750000 Penalty: 4425.704590
	Iteration 22Q: 3 clusters Score -802955.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -802962.125000 Penalty: 4425.704590
	Iteration 23Q: 3 clusters Score -802962.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -802969.312500 Penalty: 4425.704590
	Iteration 24Q: 3 clusters Score -802969.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -802978.187500 Penalty: 4425.704590
	Iteration 25Q: 3 clusters Score -802978.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -802981.812500 Penalty: 4425.704590
	Iteration 26Q: 3 clusters Score -802981.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -802986.750000 Penalty: 4425.704590
	Iteration 27Q: 3 clusters Score -802986.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -802993.437500 Penalty: 4425.704590
	Iteration 28Q: 3 clusters Score -802993.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -803002.250000 Penalty: 4425.704590
	Iteration 29Q: 3 clusters Score -803002.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -803009.125000 Penalty: 4425.704590
	Iteration 30Q: 3 clusters Score -803009.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -803015.437500 Penalty: 4425.704590
	Iteration 31Q: 3 clusters Score -803015.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -803021.750000 Penalty: 4425.704590
	Iteration 32Q: 3 clusters Score -803021.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -803026.187500 Penalty: 4425.704590
	Iteration 33Q: 3 clusters Score -803026.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -803030.687500 Penalty: 4425.704590
	Iteration 34Q: 3 clusters Score -803030.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -803033.375000 Penalty: 4425.704590
	Iteration 35Q: 3 clusters Score -803033.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -803036.750000 Penalty: 4425.704590
	Iteration 36Q: 3 clusters Score -803036.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -803041.437500 Penalty: 4425.704590
	Iteration 37Q: 3 clusters Score -803041.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -803045.812500 Penalty: 4425.704590
	Iteration 38Q: 3 clusters Score -803045.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -803050.187500 Penalty: 4425.704590
	Iteration 39Q: 3 clusters Score -803050.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -803057.875000 Penalty: 4425.704590
	Iteration 40F: 3 clusters Score -803057.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -803058.812500 Penalty: 4425.704590
	Iteration 41Q: 3 clusters Score -803058.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -803065.562500 Penalty: 4425.704590
	Iteration 42Q: 3 clusters Score -803065.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -803074.750000 Penalty: 4425.704590
	Iteration 43Q: 3 clusters Score -803074.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -803084.000000 Penalty: 4425.704590
	Iteration 44Q: 3 clusters Score -803084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -803092.687500 Penalty: 4425.704590
	Iteration 45Q: 3 clusters Score -803092.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -803103.250000 Penalty: 4425.704590
	Iteration 46Q: 3 clusters Score -803103.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -803115.250000 Penalty: 4425.704590
	Iteration 47Q: 3 clusters Score -803115.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -803128.750000 Penalty: 4425.704590
	Iteration 48Q: 3 clusters Score -803128.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -803155.687500 Penalty: 4425.704590
	Iteration 49Q: 3 clusters Score -803155.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -803178.812500 Penalty: 4425.704590
	Iteration 50Q: 3 clusters Score -803178.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -803197.937500 Penalty: 4425.704590
	Iteration 51Q: 3 clusters Score -803197.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -803220.312500 Penalty: 4425.704590
	Iteration 52Q: 3 clusters Score -803220.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -803244.500000 Penalty: 4425.704590
	Iteration 53Q: 3 clusters Score -803244.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -803265.437500 Penalty: 4425.704590
	Iteration 54Q: 3 clusters Score -803265.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -803282.500000 Penalty: 4425.704590
	Iteration 55Q: 3 clusters Score -803282.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -803294.812500 Penalty: 4425.704590
	Iteration 56Q: 3 clusters Score -803294.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -803307.750000 Penalty: 4425.704590
	Iteration 57Q: 3 clusters Score -803307.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -803322.562500 Penalty: 4425.704590
	Iteration 58Q: 3 clusters Score -803322.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -803344.375000 Penalty: 4425.704590
	Iteration 59Q: 3 clusters Score -803344.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -803362.562500 Penalty: 4425.704590
	Iteration 60F: 3 clusters Score -803362.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -803375.375000 Penalty: 4425.704590
	Iteration 61Q: 3 clusters Score -803375.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -803383.125000 Penalty: 4425.704590
	Iteration 62Q: 3 clusters Score -803383.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -803391.000000 Penalty: 4425.704590
	Iteration 63Q: 3 clusters Score -803391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -803392.625000 Penalty: 4425.704590
	Iteration 64Q: 3 clusters Score -803392.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -803395.750000 Penalty: 4425.704590
	Iteration 65Q: 3 clusters Score -803395.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -803399.875000 Penalty: 4425.704590
	Iteration 66Q: 3 clusters Score -803399.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -803403.125000 Penalty: 4425.704590
	Iteration 67Q: 3 clusters Score -803403.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -803409.375000 Penalty: 4425.704590
	Iteration 68Q: 3 clusters Score -803409.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -803413.812500 Penalty: 4425.704590
	Iteration 69Q: 3 clusters Score -803413.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -803419.187500 Penalty: 4425.704590
	Iteration 70Q: 3 clusters Score -803419.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -803423.250000 Penalty: 4425.704590
	Iteration 71Q: 3 clusters Score -803423.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -803427.875000 Penalty: 4425.704590
	Iteration 72Q: 3 clusters Score -803427.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -803431.437500 Penalty: 4425.704590
	Iteration 73Q: 3 clusters Score -803431.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -803433.000000 Penalty: 4425.704590
	Iteration 74Q: 3 clusters Score -803433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -803435.312500 Penalty: 4425.704590
	Iteration 75Q: 3 clusters Score -803435.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -803436.937500 Penalty: 4425.704590
	Iteration 76Q: 3 clusters Score -803436.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -803438.937500 Penalty: 4425.704590
	Iteration 77Q: 3 clusters Score -803438.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -803438.500000 Penalty: 4425.704590
	Iteration 78Q: 3 clusters Score -803438.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -803438.812500 Penalty: 4425.704590
	Iteration 79Q: 3 clusters Score -803438.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -803439.187500 Penalty: 4425.704590
	Iteration 80F: 3 clusters Score -803439.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -587962.625000 Penalty: 2130.383789
	Iteration 0F: 2 clusters Score -587962.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -583252.875000 Penalty: 4260.767578
	Iteration 0F: 3 clusters Score -583252.9 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -584421.125000 Penalty: 4260.767578
	Iteration 1F: 3 clusters Score -584421.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -584679.250000 Penalty: 4260.767578
	Iteration 2F: 3 clusters Score -584679.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -584841.562500 Penalty: 4260.767578
	Iteration 3F: 3 clusters Score -584841.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -584975.750000 Penalty: 4260.767578
	Iteration 4Q: 3 clusters Score -584975.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -585142.000000 Penalty: 4260.767578
	Iteration 5Q: 3 clusters Score -585142 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -585347.937500 Penalty: 4260.767578
	Iteration 6Q: 3 clusters Score -585347.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -585557.125000 Penalty: 4260.767578
	Iteration 7Q: 3 clusters Score -585557.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -585736.000000 Penalty: 4260.767578
	Iteration 8Q: 3 clusters Score -585736 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -585903.937500 Penalty: 4260.767578
	Iteration 9Q: 3 clusters Score -585903.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -586061.875000 Penalty: 4260.767578
	Iteration 10Q: 3 clusters Score -586061.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -586187.375000 Penalty: 4260.767578
	Iteration 11Q: 3 clusters Score -586187.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -586269.625000 Penalty: 4260.767578
	Iteration 12Q: 3 clusters Score -586269.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -586320.625000 Penalty: 4260.767578
	Iteration 13Q: 3 clusters Score -586320.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -586342.750000 Penalty: 4260.767578
	Iteration 14Q: 3 clusters Score -586342.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -586355.625000 Penalty: 4260.767578
	Iteration 15Q: 3 clusters Score -586355.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -586368.250000 Penalty: 4260.767578
	Iteration 16Q: 3 clusters Score -586368.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -586379.625000 Penalty: 4260.767578
	Iteration 17Q: 3 clusters Score -586379.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -586392.687500 Penalty: 4260.767578
	Iteration 18Q: 3 clusters Score -586392.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -586403.000000 Penalty: 4260.767578
	Iteration 19Q: 3 clusters Score -586403 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -586410.562500 Penalty: 4260.767578
	Iteration 20F: 3 clusters Score -586410.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -586414.312500 Penalty: 4260.767578
	Iteration 21Q: 3 clusters Score -586414.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -586420.625000 Penalty: 4260.767578
	Iteration 22Q: 3 clusters Score -586420.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -586423.437500 Penalty: 4260.767578
	Iteration 23Q: 3 clusters Score -586423.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -586428.437500 Penalty: 4260.767578
	Iteration 24Q: 3 clusters Score -586428.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -586433.812500 Penalty: 4260.767578
	Iteration 25Q: 3 clusters Score -586433.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -586440.375000 Penalty: 4260.767578
	Iteration 26Q: 3 clusters Score -586440.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -586444.500000 Penalty: 4260.767578
	Iteration 27Q: 3 clusters Score -586444.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -586448.625000 Penalty: 4260.767578
	Iteration 28Q: 3 clusters Score -586448.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -586453.062500 Penalty: 4260.767578
	Iteration 29Q: 3 clusters Score -586453.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -586454.937500 Penalty: 4260.767578
	Iteration 30Q: 3 clusters Score -586454.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -586458.250000 Penalty: 4260.767578
	Iteration 31Q: 3 clusters Score -586458.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -586458.125000 Penalty: 4260.767578
	Iteration 32Q: 3 clusters Score -586458.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -586458.125000 Penalty: 4260.767578
	Iteration 33F: 3 clusters Score -586458.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -71518.687500 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -71518.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -69829.265625 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -69829.27 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -70079.750000 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -70079.75 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -70161.515625 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -70161.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -70237.507812 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -70237.51 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -70306.882812 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -70306.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -70347.773438 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -70347.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -70374.070312 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -70374.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -70406.828125 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -70406.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -70420.148438 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -70420.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -70428.062500 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -70428.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -70433.710938 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -70433.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -70435.023438 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -70435.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -70436.562500 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -70436.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -70438.289062 Penalty: 3267.424805
	Iteration 13Q: 3 clusters Score -70438.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -70438.289062 Penalty: 3267.424805
	Iteration 14F: 3 clusters Score -70438.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (6021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Entering Unmasked Estep 
Score: -645887.687500 Penalty: 2158.346191
	Iteration 0F: 2 clusters Score -645887.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -640656.500000 Penalty: 4316.692383
	Iteration 0F: 3 clusters Score -640656.5 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -641982.687500 Penalty: 4316.692383
	Iteration 1F: 3 clusters Score -641982.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -642200.500000 Penalty: 4316.692383
	Iteration 2F: 3 clusters Score -642200.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -642332.312500 Penalty: 4316.692383
	Iteration 3Q: 3 clusters Score -642332.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -642440.312500 Penalty: 4316.692383
	Iteration 4Q: 3 clusters Score -642440.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -642533.500000 Penalty: 4316.692383
	Iteration 5Q: 3 clusters Score -642533.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -642623.250000 Penalty: 4316.692383
	Iteration 6Q: 3 clusters Score -642623.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -642687.500000 Penalty: 4316.692383
	Iteration 7Q: 3 clusters Score -642687.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -642744.187500 Penalty: 4316.692383
	Iteration 8Q: 3 clusters Score -642744.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -642790.937500 Penalty: 4316.692383
	Iteration 9Q: 3 clusters Score -642790.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -642851.562500 Penalty: 4316.692383
	Iteration 10Q: 3 clusters Score -642851.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -642921.687500 Penalty: 4316.692383
	Iteration 11Q: 3 clusters Score -642921.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -643000.062500 Penalty: 4316.692383
	Iteration 12Q: 3 clusters Score -643000.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -643071.875000 Penalty: 4316.692383
	Iteration 13Q: 3 clusters Score -643071.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -643140.000000 Penalty: 4316.692383
	Iteration 14Q: 3 clusters Score -643140 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -643210.750000 Penalty: 4316.692383
	Iteration 15Q: 3 clusters Score -643210.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -643279.812500 Penalty: 4316.692383
	Iteration 16Q: 3 clusters Score -643279.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -643340.125000 Penalty: 4316.692383
	Iteration 17Q: 3 clusters Score -643340.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -643405.875000 Penalty: 4316.692383
	Iteration 18Q: 3 clusters Score -643405.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -643483.687500 Penalty: 4316.692383
	Iteration 19Q: 3 clusters Score -643483.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -643561.937500 Penalty: 4316.692383
	Iteration 20F: 3 clusters Score -643561.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -643631.375000 Penalty: 4316.692383
	Iteration 21Q: 3 clusters Score -643631.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -643708.750000 Penalty: 4316.692383
	Iteration 22Q: 3 clusters Score -643708.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -643781.062500 Penalty: 4316.692383
	Iteration 23Q: 3 clusters Score -643781.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -643839.437500 Penalty: 4316.692383
	Iteration 24Q: 3 clusters Score -643839.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -643889.812500 Penalty: 4316.692383
	Iteration 25Q: 3 clusters Score -643889.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -643933.437500 Penalty: 4316.692383
	Iteration 26Q: 3 clusters Score -643933.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -643967.500000 Penalty: 4316.692383
	Iteration 27Q: 3 clusters Score -643967.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -643987.812500 Penalty: 4316.692383
	Iteration 28Q: 3 clusters Score -643987.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -643997.250000 Penalty: 4316.692383
	Iteration 29Q: 3 clusters Score -643997.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -644002.250000 Penalty: 4316.692383
	Iteration 30Q: 3 clusters Score -644002.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -644008.375000 Penalty: 4316.692383
	Iteration 31Q: 3 clusters Score -644008.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -644015.000000 Penalty: 4316.692383
	Iteration 32Q: 3 clusters Score -644015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -644019.875000 Penalty: 4316.692383
	Iteration 33Q: 3 clusters Score -644019.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -644023.250000 Penalty: 4316.692383
	Iteration 34Q: 3 clusters Score -644023.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -644023.625000 Penalty: 4316.692383
	Iteration 35Q: 3 clusters Score -644023.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -644028.062500 Penalty: 4316.692383
	Iteration 36Q: 3 clusters Score -644028.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -644030.625000 Penalty: 4316.692383
	Iteration 37Q: 3 clusters Score -644030.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -644035.312500 Penalty: 4316.692383
	Iteration 38Q: 3 clusters Score -644035.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -644039.625000 Penalty: 4316.692383
	Iteration 39Q: 3 clusters Score -644039.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -644044.625000 Penalty: 4316.692383
	Iteration 40F: 3 clusters Score -644044.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -644047.000000 Penalty: 4316.692383
	Iteration 41Q: 3 clusters Score -644047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -644049.500000 Penalty: 4316.692383
	Iteration 42Q: 3 clusters Score -644049.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -644050.375000 Penalty: 4316.692383
	Iteration 43Q: 3 clusters Score -644050.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -644050.375000 Penalty: 4316.692383
	Iteration 44F: 3 clusters Score -644050.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -30130.804688 Penalty: 1426.637939
	Iteration 0F: 2 clusters Score -30130.8 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 155 members 
Entering Unmasked Estep 
Score: -28900.207031 Penalty: 2853.275879
	Iteration 0F: 3 clusters Score -28900.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -28977.718750 Penalty: 2853.275879
	Iteration 1F: 3 clusters Score -28977.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28996.691406 Penalty: 2853.275879
	Iteration 2Q: 3 clusters Score -28996.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -29019.744141 Penalty: 2853.275879
	Iteration 3Q: 3 clusters Score -29019.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29044.671875 Penalty: 2853.275879
	Iteration 4Q: 3 clusters Score -29044.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29052.140625 Penalty: 2853.275879
	Iteration 5Q: 3 clusters Score -29052.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29056.837891 Penalty: 2853.275879
	Iteration 6Q: 3 clusters Score -29056.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29056.837891 Penalty: 2853.275879
	Iteration 7F: 3 clusters Score -29056.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (16155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Entering Unmasked Estep 
Score: -1764947.375000 Penalty: 2403.116455
	Iteration 0F: 2 clusters Score -1764947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1753371.875000 Penalty: 4806.232910
	Iteration 0F: 3 clusters Score -1753372 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1757039.125000 Penalty: 4806.232910
	Iteration 1F: 3 clusters Score -1757039 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1757386.625000 Penalty: 4806.232910
	Iteration 2F: 3 clusters Score -1757387 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1757661.000000 Penalty: 4806.232910
	Iteration 3Q: 3 clusters Score -1757661 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1757880.750000 Penalty: 4806.232910
	Iteration 4Q: 3 clusters Score -1757881 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1758055.000000 Penalty: 4806.232910
	Iteration 5Q: 3 clusters Score -1758055 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1758238.875000 Penalty: 4806.232910
	Iteration 6Q: 3 clusters Score -1758239 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1758405.750000 Penalty: 4806.232910
	Iteration 7Q: 3 clusters Score -1758406 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1758544.375000 Penalty: 4806.232910
	Iteration 8Q: 3 clusters Score -1758544 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1758675.875000 Penalty: 4806.232910
	Iteration 9Q: 3 clusters Score -1758676 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1758828.875000 Penalty: 4806.232910
	Iteration 10Q: 3 clusters Score -1758829 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1759021.000000 Penalty: 4806.232910
	Iteration 11Q: 3 clusters Score -1759021 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1759227.000000 Penalty: 4806.232910
	Iteration 12Q: 3 clusters Score -1759227 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1759423.875000 Penalty: 4806.232910
	Iteration 13Q: 3 clusters Score -1759424 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1759668.625000 Penalty: 4806.232910
	Iteration 14Q: 3 clusters Score -1759669 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1759964.250000 Penalty: 4806.232910
	Iteration 15Q: 3 clusters Score -1759964 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1760299.500000 Penalty: 4806.232910
	Iteration 16Q: 3 clusters Score -1760300 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1760651.875000 Penalty: 4806.232910
	Iteration 17Q: 3 clusters Score -1760652 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1760985.750000 Penalty: 4806.232910
	Iteration 18Q: 3 clusters Score -1760986 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1761296.875000 Penalty: 4806.232910
	Iteration 19Q: 3 clusters Score -1761297 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -1761600.625000 Penalty: 4806.232910
	Iteration 20F: 3 clusters Score -1761601 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1761831.000000 Penalty: 4806.232910
	Iteration 21Q: 3 clusters Score -1761831 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1762010.750000 Penalty: 4806.232910
	Iteration 22Q: 3 clusters Score -1762011 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1762171.625000 Penalty: 4806.232910
	Iteration 23Q: 3 clusters Score -1762172 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1762316.875000 Penalty: 4806.232910
	Iteration 24Q: 3 clusters Score -1762317 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1762427.750000 Penalty: 4806.232910
	Iteration 25Q: 3 clusters Score -1762428 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -1762508.625000 Penalty: 4806.232910
	Iteration 26Q: 3 clusters Score -1762509 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -1762554.375000 Penalty: 4806.232910
	Iteration 27Q: 3 clusters Score -1762554 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -1762587.375000 Penalty: 4806.232910
	Iteration 28Q: 3 clusters Score -1762587 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -1762617.750000 Penalty: 4806.232910
	Iteration 29Q: 3 clusters Score -1762618 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -1762639.375000 Penalty: 4806.232910
	Iteration 30Q: 3 clusters Score -1762639 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -1762668.375000 Penalty: 4806.232910
	Iteration 31Q: 3 clusters Score -1762668 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -1762680.750000 Penalty: 4806.232910
	Iteration 32Q: 3 clusters Score -1762681 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1762696.750000 Penalty: 4806.232910
	Iteration 33Q: 3 clusters Score -1762697 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -1762714.875000 Penalty: 4806.232910
	Iteration 34Q: 3 clusters Score -1762715 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -1762724.125000 Penalty: 4806.232910
	Iteration 35Q: 3 clusters Score -1762724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1762734.875000 Penalty: 4806.232910
	Iteration 36Q: 3 clusters Score -1762735 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -1762751.125000 Penalty: 4806.232910
	Iteration 37Q: 3 clusters Score -1762751 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1762757.250000 Penalty: 4806.232910
	Iteration 38Q: 3 clusters Score -1762757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1762766.750000 Penalty: 4806.232910
	Iteration 39Q: 3 clusters Score -1762767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -1762766.250000 Penalty: 4806.232910
	Iteration 40F: 3 clusters Score -1762766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1762771.250000 Penalty: 4806.232910
	Iteration 41Q: 3 clusters Score -1762771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -1762772.375000 Penalty: 4806.232910
	Iteration 42Q: 3 clusters Score -1762772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -1762776.250000 Penalty: 4806.232910
	Iteration 43Q: 3 clusters Score -1762776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1762776.125000 Penalty: 4806.232910
	Iteration 44Q: 3 clusters Score -1762776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1762781.875000 Penalty: 4806.232910
	Iteration 45Q: 3 clusters Score -1762782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -1762784.625000 Penalty: 4806.232910
	Iteration 46Q: 3 clusters Score -1762785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1762785.000000 Penalty: 4806.232910
	Iteration 47Q: 3 clusters Score -1762785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1762791.250000 Penalty: 4806.232910
	Iteration 48Q: 3 clusters Score -1762791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1762791.375000 Penalty: 4806.232910
	Iteration 49Q: 3 clusters Score -1762791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -1762794.750000 Penalty: 4806.232910
	Iteration 50Q: 3 clusters Score -1762795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -1762796.625000 Penalty: 4806.232910
	Iteration 51Q: 3 clusters Score -1762797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -1762801.625000 Penalty: 4806.232910
	Iteration 52Q: 3 clusters Score -1762802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -1762801.500000 Penalty: 4806.232910
	Iteration 53Q: 3 clusters Score -1762802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -1762802.875000 Penalty: 4806.232910
	Iteration 54Q: 3 clusters Score -1762803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -1762804.875000 Penalty: 4806.232910
	Iteration 55Q: 3 clusters Score -1762805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -1762804.375000 Penalty: 4806.232910
	Iteration 56Q: 3 clusters Score -1762804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -1762802.625000 Penalty: 4806.232910
	Iteration 57Q: 3 clusters Score -1762803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1762808.125000 Penalty: 4806.232910
	Iteration 58Q: 3 clusters Score -1762808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -1762807.875000 Penalty: 4806.232910
	Iteration 59Q: 3 clusters Score -1762808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1762808.125000 Penalty: 4806.232910
	Iteration 60F: 3 clusters Score -1762808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -1762809.000000 Penalty: 4806.232910
	Iteration 61Q: 3 clusters Score -1762809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -1762810.250000 Penalty: 4806.232910
	Iteration 62Q: 3 clusters Score -1762810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -1762810.250000 Penalty: 4806.232910
	Iteration 63F: 3 clusters Score -1762810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (14464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Entering Unmasked Estep 
Score: -1594641.250000 Penalty: 2375.695801
	Iteration 0F: 2 clusters Score -1594641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1584068.500000 Penalty: 4751.391602
	Iteration 0F: 3 clusters Score -1584068 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1587547.000000 Penalty: 4751.391602
	Iteration 1F: 3 clusters Score -1587547 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1588045.000000 Penalty: 4751.391602
	Iteration 2F: 3 clusters Score -1588045 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1588482.625000 Penalty: 4751.391602
	Iteration 3F: 3 clusters Score -1588483 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1588856.625000 Penalty: 4751.391602
	Iteration 4F: 3 clusters Score -1588857 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1589158.250000 Penalty: 4751.391602
	Iteration 5Q: 3 clusters Score -1589158 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1589430.500000 Penalty: 4751.391602
	Iteration 6Q: 3 clusters Score -1589430 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1589666.875000 Penalty: 4751.391602
	Iteration 7Q: 3 clusters Score -1589667 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1589904.375000 Penalty: 4751.391602
	Iteration 8Q: 3 clusters Score -1589904 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1590178.750000 Penalty: 4751.391602
	Iteration 9Q: 3 clusters Score -1590179 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1590415.375000 Penalty: 4751.391602
	Iteration 10Q: 3 clusters Score -1590415 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1590649.500000 Penalty: 4751.391602
	Iteration 11Q: 3 clusters Score -1590650 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1590863.875000 Penalty: 4751.391602
	Iteration 12Q: 3 clusters Score -1590864 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1591053.500000 Penalty: 4751.391602
	Iteration 13Q: 3 clusters Score -1591054 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1591220.500000 Penalty: 4751.391602
	Iteration 14Q: 3 clusters Score -1591220 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1591373.375000 Penalty: 4751.391602
	Iteration 15Q: 3 clusters Score -1591373 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1591519.000000 Penalty: 4751.391602
	Iteration 16Q: 3 clusters Score -1591519 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1591659.500000 Penalty: 4751.391602
	Iteration 17Q: 3 clusters Score -1591660 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1591785.375000 Penalty: 4751.391602
	Iteration 18Q: 3 clusters Score -1591785 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1591910.500000 Penalty: 4751.391602
	Iteration 19Q: 3 clusters Score -1591910 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1592035.500000 Penalty: 4751.391602
	Iteration 20F: 3 clusters Score -1592036 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1592133.000000 Penalty: 4751.391602
	Iteration 21Q: 3 clusters Score -1592133 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1592197.750000 Penalty: 4751.391602
	Iteration 22Q: 3 clusters Score -1592198 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1592247.875000 Penalty: 4751.391602
	Iteration 23Q: 3 clusters Score -1592248 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1592300.250000 Penalty: 4751.391602
	Iteration 24Q: 3 clusters Score -1592300 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1592356.250000 Penalty: 4751.391602
	Iteration 25Q: 3 clusters Score -1592356 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1592422.625000 Penalty: 4751.391602
	Iteration 26Q: 3 clusters Score -1592423 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1592487.000000 Penalty: 4751.391602
	Iteration 27Q: 3 clusters Score -1592487 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1592553.750000 Penalty: 4751.391602
	Iteration 28Q: 3 clusters Score -1592554 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1592633.125000 Penalty: 4751.391602
	Iteration 29Q: 3 clusters Score -1592633 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1592720.625000 Penalty: 4751.391602
	Iteration 30Q: 3 clusters Score -1592721 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1592818.500000 Penalty: 4751.391602
	Iteration 31Q: 3 clusters Score -1592818 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1592916.125000 Penalty: 4751.391602
	Iteration 32Q: 3 clusters Score -1592916 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1592995.500000 Penalty: 4751.391602
	Iteration 33Q: 3 clusters Score -1592996 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1593055.875000 Penalty: 4751.391602
	Iteration 34Q: 3 clusters Score -1593056 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1593103.625000 Penalty: 4751.391602
	Iteration 35Q: 3 clusters Score -1593104 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1593137.000000 Penalty: 4751.391602
	Iteration 36Q: 3 clusters Score -1593137 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1593158.125000 Penalty: 4751.391602
	Iteration 37Q: 3 clusters Score -1593158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1593166.000000 Penalty: 4751.391602
	Iteration 38Q: 3 clusters Score -1593166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1593171.250000 Penalty: 4751.391602
	Iteration 39Q: 3 clusters Score -1593171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1593174.500000 Penalty: 4751.391602
	Iteration 40F: 3 clusters Score -1593174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1593179.000000 Penalty: 4751.391602
	Iteration 41Q: 3 clusters Score -1593179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1593186.500000 Penalty: 4751.391602
	Iteration 42Q: 3 clusters Score -1593186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1593192.000000 Penalty: 4751.391602
	Iteration 43Q: 3 clusters Score -1593192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1593196.125000 Penalty: 4751.391602
	Iteration 44Q: 3 clusters Score -1593196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1593197.125000 Penalty: 4751.391602
	Iteration 45Q: 3 clusters Score -1593197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1593194.875000 Penalty: 4751.391602
	Iteration 46Q: 3 clusters Score -1593195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1593195.250000 Penalty: 4751.391602
	Iteration 47Q: 3 clusters Score -1593195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1593195.250000 Penalty: 4751.391602
	Iteration 48F: 3 clusters Score -1593195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (4459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Entering Unmasked Estep 
Score: -471287.156250 Penalty: 2083.864502
	Iteration 0F: 2 clusters Score -471287.2 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 2203 members 
Entering Unmasked Estep 
Score: -467074.562500 Penalty: 4167.729004
	Iteration 0F: 3 clusters Score -467074.6 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -468149.031250 Penalty: 4167.729004
	Iteration 1F: 3 clusters Score -468149 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -468370.562500 Penalty: 4167.729004
	Iteration 2F: 3 clusters Score -468370.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -468505.500000 Penalty: 4167.729004
	Iteration 3Q: 3 clusters Score -468505.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -468608.062500 Penalty: 4167.729004
	Iteration 4Q: 3 clusters Score -468608.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -468696.187500 Penalty: 4167.729004
	Iteration 5Q: 3 clusters Score -468696.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -468777.062500 Penalty: 4167.729004
	Iteration 6Q: 3 clusters Score -468777.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -468855.031250 Penalty: 4167.729004
	Iteration 7Q: 3 clusters Score -468855 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -468924.593750 Penalty: 4167.729004
	Iteration 8Q: 3 clusters Score -468924.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -468990.468750 Penalty: 4167.729004
	Iteration 9Q: 3 clusters Score -468990.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -469069.843750 Penalty: 4167.729004
	Iteration 10Q: 3 clusters Score -469069.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -469165.187500 Penalty: 4167.729004
	Iteration 11Q: 3 clusters Score -469165.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -469275.875000 Penalty: 4167.729004
	Iteration 12Q: 3 clusters Score -469275.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -469348.593750 Penalty: 4167.729004
	Iteration 13Q: 3 clusters Score -469348.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -469414.125000 Penalty: 4167.729004
	Iteration 14Q: 3 clusters Score -469414.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -469486.906250 Penalty: 4167.729004
	Iteration 15Q: 3 clusters Score -469486.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -469544.937500 Penalty: 4167.729004
	Iteration 16Q: 3 clusters Score -469544.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -469598.531250 Penalty: 4167.729004
	Iteration 17Q: 3 clusters Score -469598.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -469641.218750 Penalty: 4167.729004
	Iteration 18Q: 3 clusters Score -469641.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -469675.562500 Penalty: 4167.729004
	Iteration 19Q: 3 clusters Score -469675.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -469696.875000 Penalty: 4167.729004
	Iteration 20F: 3 clusters Score -469696.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -469709.562500 Penalty: 4167.729004
	Iteration 21Q: 3 clusters Score -469709.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -469721.687500 Penalty: 4167.729004
	Iteration 22Q: 3 clusters Score -469721.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -469730.875000 Penalty: 4167.729004
	Iteration 23Q: 3 clusters Score -469730.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -469736.875000 Penalty: 4167.729004
	Iteration 24Q: 3 clusters Score -469736.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -469740.187500 Penalty: 4167.729004
	Iteration 25Q: 3 clusters Score -469740.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -469744.312500 Penalty: 4167.729004
	Iteration 26Q: 3 clusters Score -469744.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -469751.250000 Penalty: 4167.729004
	Iteration 27Q: 3 clusters Score -469751.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -469754.593750 Penalty: 4167.729004
	Iteration 28Q: 3 clusters Score -469754.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -469757.875000 Penalty: 4167.729004
	Iteration 29Q: 3 clusters Score -469757.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -469757.718750 Penalty: 4167.729004
	Iteration 30Q: 3 clusters Score -469757.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -469757.718750 Penalty: 4167.729004
	Iteration 31F: 3 clusters Score -469757.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (3482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Entering Unmasked Estep 
Score: -377200.281250 Penalty: 2022.529785
	Iteration 0F: 2 clusters Score -377200.3 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 1751 members 
Entering Unmasked Estep 
Score: -373648.718750 Penalty: 4045.059570
	Iteration 0F: 3 clusters Score -373648.7 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -374346.781250 Penalty: 4045.059570
	Iteration 1F: 3 clusters Score -374346.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -374500.750000 Penalty: 4045.059570
	Iteration 2F: 3 clusters Score -374500.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -374600.843750 Penalty: 4045.059570
	Iteration 3F: 3 clusters Score -374600.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -374661.781250 Penalty: 4045.059570
	Iteration 4Q: 3 clusters Score -374661.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -374701.281250 Penalty: 4045.059570
	Iteration 5Q: 3 clusters Score -374701.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -374733.656250 Penalty: 4045.059570
	Iteration 6Q: 3 clusters Score -374733.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -374761.062500 Penalty: 4045.059570
	Iteration 7Q: 3 clusters Score -374761.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -374787.562500 Penalty: 4045.059570
	Iteration 8Q: 3 clusters Score -374787.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -374817.187500 Penalty: 4045.059570
	Iteration 9Q: 3 clusters Score -374817.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -374850.593750 Penalty: 4045.059570
	Iteration 10Q: 3 clusters Score -374850.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -374885.593750 Penalty: 4045.059570
	Iteration 11Q: 3 clusters Score -374885.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -374911.031250 Penalty: 4045.059570
	Iteration 12Q: 3 clusters Score -374911 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -374941.156250 Penalty: 4045.059570
	Iteration 13Q: 3 clusters Score -374941.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -374968.718750 Penalty: 4045.059570
	Iteration 14Q: 3 clusters Score -374968.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -374994.406250 Penalty: 4045.059570
	Iteration 15Q: 3 clusters Score -374994.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -375025.468750 Penalty: 4045.059570
	Iteration 16Q: 3 clusters Score -375025.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -375059.625000 Penalty: 4045.059570
	Iteration 17Q: 3 clusters Score -375059.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -375091.500000 Penalty: 4045.059570
	Iteration 18Q: 3 clusters Score -375091.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -375116.406250 Penalty: 4045.059570
	Iteration 19Q: 3 clusters Score -375116.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -375138.718750 Penalty: 4045.059570
	Iteration 20F: 3 clusters Score -375138.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -375160.125000 Penalty: 4045.059570
	Iteration 21Q: 3 clusters Score -375160.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -375178.406250 Penalty: 4045.059570
	Iteration 22Q: 3 clusters Score -375178.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -375195.875000 Penalty: 4045.059570
	Iteration 23Q: 3 clusters Score -375195.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -375215.687500 Penalty: 4045.059570
	Iteration 24Q: 3 clusters Score -375215.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -375231.437500 Penalty: 4045.059570
	Iteration 25Q: 3 clusters Score -375231.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -375251.000000 Penalty: 4045.059570
	Iteration 26Q: 3 clusters Score -375251 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -375273.187500 Penalty: 4045.059570
	Iteration 27Q: 3 clusters Score -375273.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -375289.437500 Penalty: 4045.059570
	Iteration 28Q: 3 clusters Score -375289.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -375300.218750 Penalty: 4045.059570
	Iteration 29Q: 3 clusters Score -375300.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -375311.218750 Penalty: 4045.059570
	Iteration 30Q: 3 clusters Score -375311.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -375322.750000 Penalty: 4045.059570
	Iteration 31Q: 3 clusters Score -375322.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -375338.062500 Penalty: 4045.059570
	Iteration 32Q: 3 clusters Score -375338.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -375352.843750 Penalty: 4045.059570
	Iteration 33Q: 3 clusters Score -375352.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -375371.125000 Penalty: 4045.059570
	Iteration 34Q: 3 clusters Score -375371.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -375378.687500 Penalty: 4045.059570
	Iteration 35Q: 3 clusters Score -375378.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -375389.250000 Penalty: 4045.059570
	Iteration 36Q: 3 clusters Score -375389.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -375395.843750 Penalty: 4045.059570
	Iteration 37Q: 3 clusters Score -375395.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -375401.437500 Penalty: 4045.059570
	Iteration 38Q: 3 clusters Score -375401.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -375413.062500 Penalty: 4045.059570
	Iteration 39Q: 3 clusters Score -375413.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -375427.843750 Penalty: 4045.059570
	Iteration 40F: 3 clusters Score -375427.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -375441.875000 Penalty: 4045.059570
	Iteration 41Q: 3 clusters Score -375441.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -375452.875000 Penalty: 4045.059570
	Iteration 42Q: 3 clusters Score -375452.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -375460.531250 Penalty: 4045.059570
	Iteration 43Q: 3 clusters Score -375460.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -375470.906250 Penalty: 4045.059570
	Iteration 44Q: 3 clusters Score -375470.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -375474.875000 Penalty: 4045.059570
	Iteration 45Q: 3 clusters Score -375474.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -375478.593750 Penalty: 4045.059570
	Iteration 46Q: 3 clusters Score -375478.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -375481.437500 Penalty: 4045.059570
	Iteration 47Q: 3 clusters Score -375481.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -375482.968750 Penalty: 4045.059570
	Iteration 48Q: 3 clusters Score -375483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -375484.625000 Penalty: 4045.059570
	Iteration 49Q: 3 clusters Score -375484.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -375485.093750 Penalty: 4045.059570
	Iteration 50Q: 3 clusters Score -375485.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -375486.000000 Penalty: 4045.059570
	Iteration 51Q: 3 clusters Score -375486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -375486.000000 Penalty: 4045.059570
	Iteration 52F: 3 clusters Score -375486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (16637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Entering Unmasked Estep 
Score: -1805488.500000 Penalty: 2410.407227
	Iteration 0F: 2 clusters Score -1805488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1793593.125000 Penalty: 4820.814453
	Iteration 0F: 3 clusters Score -1793593 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1797372.500000 Penalty: 4820.814453
	Iteration 1F: 3 clusters Score -1797372 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1797784.875000 Penalty: 4820.814453
	Iteration 2F: 3 clusters Score -1797785 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1798158.250000 Penalty: 4820.814453
	Iteration 3F: 3 clusters Score -1798158 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1798547.625000 Penalty: 4820.814453
	Iteration 4Q: 3 clusters Score -1798548 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1799036.375000 Penalty: 4820.814453
	Iteration 5F: 3 clusters Score -1799036 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1799552.125000 Penalty: 4820.814453
	Iteration 6F: 3 clusters Score -1799552 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1800124.125000 Penalty: 4820.814453
	Iteration 7F: 3 clusters Score -1800124 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1800726.000000 Penalty: 4820.814453
	Iteration 8F: 3 clusters Score -1800726 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1801224.500000 Penalty: 4820.814453
	Iteration 9F: 3 clusters Score -1801224 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1801539.000000 Penalty: 4820.814453
	Iteration 10Q: 3 clusters Score -1801539 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1801748.125000 Penalty: 4820.814453
	Iteration 11Q: 3 clusters Score -1801748 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1801918.250000 Penalty: 4820.814453
	Iteration 12Q: 3 clusters Score -1801918 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1802046.000000 Penalty: 4820.814453
	Iteration 13Q: 3 clusters Score -1802046 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1802142.125000 Penalty: 4820.814453
	Iteration 14Q: 3 clusters Score -1802142 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1802215.250000 Penalty: 4820.814453
	Iteration 15Q: 3 clusters Score -1802215 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1802287.375000 Penalty: 4820.814453
	Iteration 16Q: 3 clusters Score -1802287 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1802352.250000 Penalty: 4820.814453
	Iteration 17Q: 3 clusters Score -1802352 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1802415.250000 Penalty: 4820.814453
	Iteration 18Q: 3 clusters Score -1802415 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1802480.500000 Penalty: 4820.814453
	Iteration 19Q: 3 clusters Score -1802480 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1802535.750000 Penalty: 4820.814453
	Iteration 20F: 3 clusters Score -1802536 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1802583.625000 Penalty: 4820.814453
	Iteration 21Q: 3 clusters Score -1802584 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1802623.500000 Penalty: 4820.814453
	Iteration 22Q: 3 clusters Score -1802624 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1802668.000000 Penalty: 4820.814453
	Iteration 23Q: 3 clusters Score -1802668 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1802699.875000 Penalty: 4820.814453
	Iteration 24Q: 3 clusters Score -1802700 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1802742.875000 Penalty: 4820.814453
	Iteration 25Q: 3 clusters Score -1802743 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1802792.250000 Penalty: 4820.814453
	Iteration 26Q: 3 clusters Score -1802792 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1802839.625000 Penalty: 4820.814453
	Iteration 27Q: 3 clusters Score -1802840 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1802888.500000 Penalty: 4820.814453
	Iteration 28Q: 3 clusters Score -1802888 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1802935.125000 Penalty: 4820.814453
	Iteration 29Q: 3 clusters Score -1802935 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1802973.500000 Penalty: 4820.814453
	Iteration 30Q: 3 clusters Score -1802974 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1803024.000000 Penalty: 4820.814453
	Iteration 31Q: 3 clusters Score -1803024 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1803050.375000 Penalty: 4820.814453
	Iteration 32Q: 3 clusters Score -1803050 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1803086.625000 Penalty: 4820.814453
	Iteration 33Q: 3 clusters Score -1803087 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1803118.125000 Penalty: 4820.814453
	Iteration 34Q: 3 clusters Score -1803118 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1803144.125000 Penalty: 4820.814453
	Iteration 35Q: 3 clusters Score -1803144 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1803163.250000 Penalty: 4820.814453
	Iteration 36Q: 3 clusters Score -1803163 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1803185.125000 Penalty: 4820.814453
	Iteration 37Q: 3 clusters Score -1803185 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1803206.250000 Penalty: 4820.814453
	Iteration 38Q: 3 clusters Score -1803206 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1803223.500000 Penalty: 4820.814453
	Iteration 39Q: 3 clusters Score -1803224 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1803248.625000 Penalty: 4820.814453
	Iteration 40F: 3 clusters Score -1803249 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1803260.625000 Penalty: 4820.814453
	Iteration 41Q: 3 clusters Score -1803261 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1803275.875000 Penalty: 4820.814453
	Iteration 42Q: 3 clusters Score -1803276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1803283.625000 Penalty: 4820.814453
	Iteration 43Q: 3 clusters Score -1803284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1803296.375000 Penalty: 4820.814453
	Iteration 44Q: 3 clusters Score -1803296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1803309.875000 Penalty: 4820.814453
	Iteration 45Q: 3 clusters Score -1803310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1803315.875000 Penalty: 4820.814453
	Iteration 46Q: 3 clusters Score -1803316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1803324.000000 Penalty: 4820.814453
	Iteration 47Q: 3 clusters Score -1803324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1803333.625000 Penalty: 4820.814453
	Iteration 48Q: 3 clusters Score -1803334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1803341.125000 Penalty: 4820.814453
	Iteration 49Q: 3 clusters Score -1803341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1803347.250000 Penalty: 4820.814453
	Iteration 50Q: 3 clusters Score -1803347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1803358.250000 Penalty: 4820.814453
	Iteration 51Q: 3 clusters Score -1803358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1803359.000000 Penalty: 4820.814453
	Iteration 52Q: 3 clusters Score -1803359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1803363.000000 Penalty: 4820.814453
	Iteration 53Q: 3 clusters Score -1803363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1803367.375000 Penalty: 4820.814453
	Iteration 54Q: 3 clusters Score -1803367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1803366.125000 Penalty: 4820.814453
	Iteration 55Q: 3 clusters Score -1803366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1803366.125000 Penalty: 4820.814453
	Iteration 56F: 3 clusters Score -1803366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (13745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Entering Unmasked Estep 
Score: -1507756.250000 Penalty: 2363.050537
	Iteration 0F: 2 clusters Score -1507756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1497557.125000 Penalty: 4726.101074
	Iteration 0F: 3 clusters Score -1497557 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1500678.000000 Penalty: 4726.101074
	Iteration 1F: 3 clusters Score -1500678 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1501015.250000 Penalty: 4726.101074
	Iteration 2F: 3 clusters Score -1501015 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1501261.750000 Penalty: 4726.101074
	Iteration 3Q: 3 clusters Score -1501262 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1501475.875000 Penalty: 4726.101074
	Iteration 4Q: 3 clusters Score -1501476 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1501687.875000 Penalty: 4726.101074
	Iteration 5Q: 3 clusters Score -1501688 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1501918.875000 Penalty: 4726.101074
	Iteration 6Q: 3 clusters Score -1501919 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1502219.875000 Penalty: 4726.101074
	Iteration 7Q: 3 clusters Score -1502220 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1502645.500000 Penalty: 4726.101074
	Iteration 8F: 3 clusters Score -1502646 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1503184.125000 Penalty: 4726.101074
	Iteration 9F: 3 clusters Score -1503184 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1503816.375000 Penalty: 4726.101074
	Iteration 10F: 3 clusters Score -1503816 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1504385.000000 Penalty: 4726.101074
	Iteration 11Q: 3 clusters Score -1504385 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1504847.750000 Penalty: 4726.101074
	Iteration 12Q: 3 clusters Score -1504848 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1505178.250000 Penalty: 4726.101074
	Iteration 13Q: 3 clusters Score -1505178 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1505390.875000 Penalty: 4726.101074
	Iteration 14Q: 3 clusters Score -1505391 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1505513.625000 Penalty: 4726.101074
	Iteration 15Q: 3 clusters Score -1505514 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1505572.125000 Penalty: 4726.101074
	Iteration 16Q: 3 clusters Score -1505572 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1505609.250000 Penalty: 4726.101074
	Iteration 17Q: 3 clusters Score -1505609 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1505640.375000 Penalty: 4726.101074
	Iteration 18Q: 3 clusters Score -1505640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1505663.000000 Penalty: 4726.101074
	Iteration 19Q: 3 clusters Score -1505663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1505678.750000 Penalty: 4726.101074
	Iteration 20F: 3 clusters Score -1505679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1505685.250000 Penalty: 4726.101074
	Iteration 21Q: 3 clusters Score -1505685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1505688.625000 Penalty: 4726.101074
	Iteration 22Q: 3 clusters Score -1505689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1505697.000000 Penalty: 4726.101074
	Iteration 23Q: 3 clusters Score -1505697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1505703.875000 Penalty: 4726.101074
	Iteration 24Q: 3 clusters Score -1505704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1505711.125000 Penalty: 4726.101074
	Iteration 25Q: 3 clusters Score -1505711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1505717.000000 Penalty: 4726.101074
	Iteration 26Q: 3 clusters Score -1505717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1505723.500000 Penalty: 4726.101074
	Iteration 27Q: 3 clusters Score -1505724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1505724.000000 Penalty: 4726.101074
	Iteration 28Q: 3 clusters Score -1505724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1505731.625000 Penalty: 4726.101074
	Iteration 29Q: 3 clusters Score -1505732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1505734.250000 Penalty: 4726.101074
	Iteration 30Q: 3 clusters Score -1505734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1505734.250000 Penalty: 4726.101074
	Iteration 31F: 3 clusters Score -1505734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58354 members 
Mstep: Class 5 contains 21593 members 
Mstep: Class 6 contains 7696 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6183 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90167 members 
Mstep: Class 11 contains 7940 members 
Mstep: Class 12 contains 31293 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 10654 members 
Mstep: Class 16 contains 17298 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28723 members 
Mstep: Class 20 contains 10545 members 
Mstep: Class 21 contains 14523 members 
Mstep: Class 22 contains 10016 members 
Mstep: Class 23 contains 25778 members 
Mstep: Class 24 contains 15101 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14069 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 17956 members 
Mstep: Class 31 contains 16963 members 
Mstep: Class 32 contains 10484 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 4659 members 
Mstep: Class 35 contains 12171 members 
Mstep: Class 36 contains 27697 members 
Mstep: Class 37 contains 19892 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8947 members 
Mstep: Class 40 contains 3411 members 
Mstep: Class 41 contains 16980 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3636 members 
Mstep: Class 44 contains 7501 members 
Mstep: Class 45 contains 5379 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6021 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14464 members 
Mstep: Class 51 contains 4459 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16637 members 
Mstep: Class 54 contains 13745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769084.000000 Penalty: 179211.343750
Iteration 199Q: 55 clusters Score -6.476908e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58353 members 
Mstep: Class 5 contains 21593 members 
Mstep: Class 6 contains 7696 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6183 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90167 members 
Mstep: Class 11 contains 7949 members 
Mstep: Class 12 contains 31293 members 
Mstep: Class 13 contains 6434 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 10655 members 
Mstep: Class 16 contains 17295 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28725 members 
Mstep: Class 20 contains 10543 members 
Mstep: Class 21 contains 14523 members 
Mstep: Class 22 contains 10016 members 
Mstep: Class 23 contains 25783 members 
Mstep: Class 24 contains 15090 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14069 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 17954 members 
Mstep: Class 31 contains 16962 members 
Mstep: Class 32 contains 10481 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 4659 members 
Mstep: Class 35 contains 12170 members 
Mstep: Class 36 contains 27697 members 
Mstep: Class 37 contains 19897 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8947 members 
Mstep: Class 40 contains 3411 members 
Mstep: Class 41 contains 16981 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3636 members 
Mstep: Class 44 contains 7496 members 
Mstep: Class 45 contains 5379 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6021 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14464 members 
Mstep: Class 51 contains 4459 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16638 members 
Mstep: Class 54 contains 13745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769080.000000 Penalty: 179211.343750
Iteration 200F: 55 clusters Score -6.476908e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58357 members 
Mstep: Class 5 contains 21593 members 
Mstep: Class 6 contains 7696 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6184 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90166 members 
Mstep: Class 11 contains 7964 members 
Mstep: Class 12 contains 31293 members 
Mstep: Class 13 contains 6438 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 10653 members 
Mstep: Class 16 contains 17291 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28728 members 
Mstep: Class 20 contains 10540 members 
Mstep: Class 21 contains 14522 members 
Mstep: Class 22 contains 10017 members 
Mstep: Class 23 contains 25788 members 
Mstep: Class 24 contains 15075 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14069 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 17949 members 
Mstep: Class 31 contains 16960 members 
Mstep: Class 32 contains 10480 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 4659 members 
Mstep: Class 35 contains 12171 members 
Mstep: Class 36 contains 27696 members 
Mstep: Class 37 contains 19902 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8947 members 
Mstep: Class 40 contains 3411 members 
Mstep: Class 41 contains 16981 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3636 members 
Mstep: Class 44 contains 7494 members 
Mstep: Class 45 contains 5379 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6021 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14460 members 
Mstep: Class 51 contains 4459 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16638 members 
Mstep: Class 54 contains 13747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769080.000000 Penalty: 179211.343750
Iteration 201Q: 55 clusters Score -6.476908e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58356 members 
Mstep: Class 5 contains 21593 members 
Mstep: Class 6 contains 7696 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6187 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90166 members 
Mstep: Class 11 contains 7970 members 
Mstep: Class 12 contains 31293 members 
Mstep: Class 13 contains 6441 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 10643 members 
Mstep: Class 16 contains 17291 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28734 members 
Mstep: Class 20 contains 10539 members 
Mstep: Class 21 contains 14520 members 
Mstep: Class 22 contains 10016 members 
Mstep: Class 23 contains 25812 members 
Mstep: Class 24 contains 15058 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14068 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 17946 members 
Mstep: Class 31 contains 16958 members 
Mstep: Class 32 contains 10478 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 4659 members 
Mstep: Class 35 contains 12172 members 
Mstep: Class 36 contains 27696 members 
Mstep: Class 37 contains 19904 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8946 members 
Mstep: Class 40 contains 3412 members 
Mstep: Class 41 contains 16980 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3636 members 
Mstep: Class 44 contains 7495 members 
Mstep: Class 45 contains 5379 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6022 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16154 members 
Mstep: Class 50 contains 14455 members 
Mstep: Class 51 contains 4459 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16638 members 
Mstep: Class 54 contains 13747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769060.000000 Penalty: 179211.343750
Iteration 202Q: 55 clusters Score -6.476906e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58356 members 
Mstep: Class 5 contains 21593 members 
Mstep: Class 6 contains 7697 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6185 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90166 members 
Mstep: Class 11 contains 7981 members 
Mstep: Class 12 contains 31293 members 
Mstep: Class 13 contains 6442 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 10637 members 
Mstep: Class 16 contains 17286 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28736 members 
Mstep: Class 20 contains 10539 members 
Mstep: Class 21 contains 14518 members 
Mstep: Class 22 contains 10019 members 
Mstep: Class 23 contains 25827 members 
Mstep: Class 24 contains 15044 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 17942 members 
Mstep: Class 31 contains 16956 members 
Mstep: Class 32 contains 10476 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 4659 members 
Mstep: Class 35 contains 12173 members 
Mstep: Class 36 contains 27695 members 
Mstep: Class 37 contains 19904 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8946 members 
Mstep: Class 40 contains 3411 members 
Mstep: Class 41 contains 16982 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3636 members 
Mstep: Class 44 contains 7498 members 
Mstep: Class 45 contains 5379 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6023 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16154 members 
Mstep: Class 50 contains 14453 members 
Mstep: Class 51 contains 4459 members 
Mstep: Class 52 contains 3482 members 
Mstep: Class 53 contains 16638 members 
Mstep: Class 54 contains 13749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769108.000000 Penalty: 179211.343750
Iteration 203Q: 55 clusters Score -6.476911e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58356 members 
Mstep: Class 5 contains 21593 members 
Mstep: Class 6 contains 7697 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6188 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90166 members 
Mstep: Class 11 contains 7986 members 
Mstep: Class 12 contains 31292 members 
Mstep: Class 13 contains 6441 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 10635 members 
Mstep: Class 16 contains 17280 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28738 members 
Mstep: Class 20 contains 10538 members 
Mstep: Class 21 contains 14515 members 
Mstep: Class 22 contains 10021 members 
Mstep: Class 23 contains 25848 members 
Mstep: Class 24 contains 15031 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 17940 members 
Mstep: Class 31 contains 16955 members 
Mstep: Class 32 contains 10474 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 4659 members 
Mstep: Class 35 contains 12173 members 
Mstep: Class 36 contains 27693 members 
Mstep: Class 37 contains 19904 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8946 members 
Mstep: Class 40 contains 3411 members 
Mstep: Class 41 contains 16983 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3636 members 
Mstep: Class 44 contains 7497 members 
Mstep: Class 45 contains 5378 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6024 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16154 members 
Mstep: Class 50 contains 14455 members 
Mstep: Class 51 contains 4459 members 
Mstep: Class 52 contains 3480 members 
Mstep: Class 53 contains 16638 members 
Mstep: Class 54 contains 13750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769184.000000 Penalty: 179211.343750
Iteration 204Q: 55 clusters Score -6.476918e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58358 members 
Mstep: Class 5 contains 21593 members 
Mstep: Class 6 contains 7697 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6193 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90166 members 
Mstep: Class 11 contains 7986 members 
Mstep: Class 12 contains 31292 members 
Mstep: Class 13 contains 6443 members 
Mstep: Class 14 contains 4608 members 
Mstep: Class 15 contains 10634 members 
Mstep: Class 16 contains 17277 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28741 members 
Mstep: Class 20 contains 10535 members 
Mstep: Class 21 contains 14510 members 
Mstep: Class 22 contains 10021 members 
Mstep: Class 23 contains 25860 members 
Mstep: Class 24 contains 15026 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 17939 members 
Mstep: Class 31 contains 16955 members 
Mstep: Class 32 contains 10472 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 4659 members 
Mstep: Class 35 contains 12174 members 
Mstep: Class 36 contains 27692 members 
Mstep: Class 37 contains 19905 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8946 members 
Mstep: Class 40 contains 3412 members 
Mstep: Class 41 contains 16985 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3636 members 
Mstep: Class 44 contains 7496 members 
Mstep: Class 45 contains 5377 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6024 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16153 members 
Mstep: Class 50 contains 14451 members 
Mstep: Class 51 contains 4459 members 
Mstep: Class 52 contains 3478 members 
Mstep: Class 53 contains 16638 members 
Mstep: Class 54 contains 13750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769124.000000 Penalty: 179211.343750
Iteration 205Q: 55 clusters Score -6.476912e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58367 members 
Mstep: Class 5 contains 21594 members 
Mstep: Class 6 contains 7697 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6195 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90166 members 
Mstep: Class 11 contains 7997 members 
Mstep: Class 12 contains 31291 members 
Mstep: Class 13 contains 6444 members 
Mstep: Class 14 contains 4609 members 
Mstep: Class 15 contains 10630 members 
Mstep: Class 16 contains 17275 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28740 members 
Mstep: Class 20 contains 10532 members 
Mstep: Class 21 contains 14510 members 
Mstep: Class 22 contains 10021 members 
Mstep: Class 23 contains 25862 members 
Mstep: Class 24 contains 15019 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 17934 members 
Mstep: Class 31 contains 16955 members 
Mstep: Class 32 contains 10470 members 
Mstep: Class 33 contains 6915 members 
Mstep: Class 34 contains 4659 members 
Mstep: Class 35 contains 12174 members 
Mstep: Class 36 contains 27691 members 
Mstep: Class 37 contains 19906 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8945 members 
Mstep: Class 40 contains 3412 members 
Mstep: Class 41 contains 16986 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3636 members 
Mstep: Class 44 contains 7494 members 
Mstep: Class 45 contains 5377 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6024 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16153 members 
Mstep: Class 50 contains 14451 members 
Mstep: Class 51 contains 4459 members 
Mstep: Class 52 contains 3477 members 
Mstep: Class 53 contains 16638 members 
Mstep: Class 54 contains 13750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769136.000000 Penalty: 179211.343750
Iteration 206Q: 55 clusters Score -6.476914e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58371 members 
Mstep: Class 5 contains 21595 members 
Mstep: Class 6 contains 7697 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6197 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90165 members 
Mstep: Class 11 contains 8013 members 
Mstep: Class 12 contains 31292 members 
Mstep: Class 13 contains 6444 members 
Mstep: Class 14 contains 4610 members 
Mstep: Class 15 contains 10628 members 
Mstep: Class 16 contains 17279 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28740 members 
Mstep: Class 20 contains 10524 members 
Mstep: Class 21 contains 14510 members 
Mstep: Class 22 contains 10021 members 
Mstep: Class 23 contains 25857 members 
Mstep: Class 24 contains 15011 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 17933 members 
Mstep: Class 31 contains 16954 members 
Mstep: Class 32 contains 10470 members 
Mstep: Class 33 contains 6915 members 
Mstep: Class 34 contains 4659 members 
Mstep: Class 35 contains 12174 members 
Mstep: Class 36 contains 27690 members 
Mstep: Class 37 contains 19907 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8942 members 
Mstep: Class 40 contains 3412 members 
Mstep: Class 41 contains 16986 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3636 members 
Mstep: Class 44 contains 7494 members 
Mstep: Class 45 contains 5376 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6025 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16153 members 
Mstep: Class 50 contains 14451 members 
Mstep: Class 51 contains 4459 members 
Mstep: Class 52 contains 3477 members 
Mstep: Class 53 contains 16639 members 
Mstep: Class 54 contains 13750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769188.000000 Penalty: 179211.343750
Iteration 207Q: 55 clusters Score -6.476919e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58371 members 
Mstep: Class 5 contains 21595 members 
Mstep: Class 6 contains 7697 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6202 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90164 members 
Mstep: Class 11 contains 8029 members 
Mstep: Class 12 contains 31295 members 
Mstep: Class 13 contains 6447 members 
Mstep: Class 14 contains 4611 members 
Mstep: Class 15 contains 10628 members 
Mstep: Class 16 contains 17278 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10520 members 
Mstep: Class 21 contains 14510 members 
Mstep: Class 22 contains 10021 members 
Mstep: Class 23 contains 25856 members 
Mstep: Class 24 contains 15002 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 17929 members 
Mstep: Class 31 contains 16952 members 
Mstep: Class 32 contains 10468 members 
Mstep: Class 33 contains 6915 members 
Mstep: Class 34 contains 4659 members 
Mstep: Class 35 contains 12174 members 
Mstep: Class 36 contains 27687 members 
Mstep: Class 37 contains 19907 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8939 members 
Mstep: Class 40 contains 3412 members 
Mstep: Class 41 contains 16984 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3636 members 
Mstep: Class 44 contains 7498 members 
Mstep: Class 45 contains 5376 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6025 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16153 members 
Mstep: Class 50 contains 14451 members 
Mstep: Class 51 contains 4460 members 
Mstep: Class 52 contains 3475 members 
Mstep: Class 53 contains 16639 members 
Mstep: Class 54 contains 13750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769196.000000 Penalty: 179211.343750
Iteration 208Q: 55 clusters Score -6.47692e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58374 members 
Mstep: Class 5 contains 21595 members 
Mstep: Class 6 contains 7697 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6205 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90164 members 
Mstep: Class 11 contains 8043 members 
Mstep: Class 12 contains 31294 members 
Mstep: Class 13 contains 6445 members 
Mstep: Class 14 contains 4611 members 
Mstep: Class 15 contains 10623 members 
Mstep: Class 16 contains 17272 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28741 members 
Mstep: Class 20 contains 10520 members 
Mstep: Class 21 contains 14510 members 
Mstep: Class 22 contains 10021 members 
Mstep: Class 23 contains 25858 members 
Mstep: Class 24 contains 14995 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 17929 members 
Mstep: Class 31 contains 16951 members 
Mstep: Class 32 contains 10468 members 
Mstep: Class 33 contains 6915 members 
Mstep: Class 34 contains 4660 members 
Mstep: Class 35 contains 12174 members 
Mstep: Class 36 contains 27689 members 
Mstep: Class 37 contains 19908 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8936 members 
Mstep: Class 40 contains 3411 members 
Mstep: Class 41 contains 16986 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3636 members 
Mstep: Class 44 contains 7496 members 
Mstep: Class 45 contains 5375 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6025 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16154 members 
Mstep: Class 50 contains 14451 members 
Mstep: Class 51 contains 4461 members 
Mstep: Class 52 contains 3474 members 
Mstep: Class 53 contains 16639 members 
Mstep: Class 54 contains 13750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769264.000000 Penalty: 179211.343750
Iteration 209Q: 55 clusters Score -6.476926e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58378 members 
Mstep: Class 5 contains 21595 members 
Mstep: Class 6 contains 7697 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6204 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90164 members 
Mstep: Class 11 contains 8059 members 
Mstep: Class 12 contains 31290 members 
Mstep: Class 13 contains 6448 members 
Mstep: Class 14 contains 4611 members 
Mstep: Class 15 contains 10619 members 
Mstep: Class 16 contains 17266 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28741 members 
Mstep: Class 20 contains 10518 members 
Mstep: Class 21 contains 14510 members 
Mstep: Class 22 contains 10022 members 
Mstep: Class 23 contains 25865 members 
Mstep: Class 24 contains 14987 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 17929 members 
Mstep: Class 31 contains 16951 members 
Mstep: Class 32 contains 10469 members 
Mstep: Class 33 contains 6915 members 
Mstep: Class 34 contains 4659 members 
Mstep: Class 35 contains 12173 members 
Mstep: Class 36 contains 27688 members 
Mstep: Class 37 contains 19911 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8931 members 
Mstep: Class 40 contains 3412 members 
Mstep: Class 41 contains 16986 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3636 members 
Mstep: Class 44 contains 7492 members 
Mstep: Class 45 contains 5375 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6025 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16154 members 
Mstep: Class 50 contains 14451 members 
Mstep: Class 51 contains 4461 members 
Mstep: Class 52 contains 3475 members 
Mstep: Class 53 contains 16639 members 
Mstep: Class 54 contains 13750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769264.000000 Penalty: 179211.343750
Iteration 210Q: 55 clusters Score -6.476926e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58378 members 
Mstep: Class 5 contains 21595 members 
Mstep: Class 6 contains 7697 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6207 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90164 members 
Mstep: Class 11 contains 8071 members 
Mstep: Class 12 contains 31289 members 
Mstep: Class 13 contains 6449 members 
Mstep: Class 14 contains 4611 members 
Mstep: Class 15 contains 10619 members 
Mstep: Class 16 contains 17263 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28741 members 
Mstep: Class 20 contains 10512 members 
Mstep: Class 21 contains 14510 members 
Mstep: Class 22 contains 10022 members 
Mstep: Class 23 contains 25872 members 
Mstep: Class 24 contains 14978 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 17927 members 
Mstep: Class 31 contains 16951 members 
Mstep: Class 32 contains 10468 members 
Mstep: Class 33 contains 6915 members 
Mstep: Class 34 contains 4660 members 
Mstep: Class 35 contains 12172 members 
Mstep: Class 36 contains 27688 members 
Mstep: Class 37 contains 19914 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8930 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16985 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3636 members 
Mstep: Class 44 contains 7491 members 
Mstep: Class 45 contains 5375 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6025 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16154 members 
Mstep: Class 50 contains 14451 members 
Mstep: Class 51 contains 4461 members 
Mstep: Class 52 contains 3475 members 
Mstep: Class 53 contains 16639 members 
Mstep: Class 54 contains 13749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769308.000000 Penalty: 179211.343750
Iteration 211Q: 55 clusters Score -6.476931e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58378 members 
Mstep: Class 5 contains 21595 members 
Mstep: Class 6 contains 7697 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6212 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90164 members 
Mstep: Class 11 contains 8089 members 
Mstep: Class 12 contains 31288 members 
Mstep: Class 13 contains 6449 members 
Mstep: Class 14 contains 4611 members 
Mstep: Class 15 contains 10617 members 
Mstep: Class 16 contains 17256 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28741 members 
Mstep: Class 20 contains 10510 members 
Mstep: Class 21 contains 14510 members 
Mstep: Class 22 contains 10020 members 
Mstep: Class 23 contains 25888 members 
Mstep: Class 24 contains 14960 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 17925 members 
Mstep: Class 31 contains 16951 members 
Mstep: Class 32 contains 10468 members 
Mstep: Class 33 contains 6915 members 
Mstep: Class 34 contains 4660 members 
Mstep: Class 35 contains 12172 members 
Mstep: Class 36 contains 27688 members 
Mstep: Class 37 contains 19914 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8928 members 
Mstep: Class 40 contains 3412 members 
Mstep: Class 41 contains 16982 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3636 members 
Mstep: Class 44 contains 7492 members 
Mstep: Class 45 contains 5375 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6025 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16154 members 
Mstep: Class 50 contains 14451 members 
Mstep: Class 51 contains 4461 members 
Mstep: Class 52 contains 3475 members 
Mstep: Class 53 contains 16639 members 
Mstep: Class 54 contains 13749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769396.000000 Penalty: 179211.343750
Iteration 212Q: 55 clusters Score -6.47694e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58376 members 
Mstep: Class 5 contains 21595 members 
Mstep: Class 6 contains 7697 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6215 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90164 members 
Mstep: Class 11 contains 8110 members 
Mstep: Class 12 contains 31285 members 
Mstep: Class 13 contains 6449 members 
Mstep: Class 14 contains 4611 members 
Mstep: Class 15 contains 10619 members 
Mstep: Class 16 contains 17252 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28741 members 
Mstep: Class 20 contains 10504 members 
Mstep: Class 21 contains 14509 members 
Mstep: Class 22 contains 10023 members 
Mstep: Class 23 contains 25900 members 
Mstep: Class 24 contains 14940 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 17925 members 
Mstep: Class 31 contains 16951 members 
Mstep: Class 32 contains 10469 members 
Mstep: Class 33 contains 6915 members 
Mstep: Class 34 contains 4660 members 
Mstep: Class 35 contains 12171 members 
Mstep: Class 36 contains 27689 members 
Mstep: Class 37 contains 19914 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8927 members 
Mstep: Class 40 contains 3410 members 
Mstep: Class 41 contains 16977 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3636 members 
Mstep: Class 44 contains 7493 members 
Mstep: Class 45 contains 5375 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6025 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16153 members 
Mstep: Class 50 contains 14451 members 
Mstep: Class 51 contains 4462 members 
Mstep: Class 52 contains 3475 members 
Mstep: Class 53 contains 16640 members 
Mstep: Class 54 contains 13749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769356.000000 Penalty: 179211.343750
Iteration 213Q: 55 clusters Score -6.476936e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58377 members 
Mstep: Class 5 contains 21594 members 
Mstep: Class 6 contains 7697 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6217 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90164 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31284 members 
Mstep: Class 13 contains 6451 members 
Mstep: Class 14 contains 4611 members 
Mstep: Class 15 contains 10621 members 
Mstep: Class 16 contains 17246 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28741 members 
Mstep: Class 20 contains 10501 members 
Mstep: Class 21 contains 14509 members 
Mstep: Class 22 contains 10023 members 
Mstep: Class 23 contains 25899 members 
Mstep: Class 24 contains 14923 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 17924 members 
Mstep: Class 31 contains 16949 members 
Mstep: Class 32 contains 10469 members 
Mstep: Class 33 contains 6916 members 
Mstep: Class 34 contains 4660 members 
Mstep: Class 35 contains 12171 members 
Mstep: Class 36 contains 27690 members 
Mstep: Class 37 contains 19914 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8926 members 
Mstep: Class 40 contains 3410 members 
Mstep: Class 41 contains 16976 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3636 members 
Mstep: Class 44 contains 7492 members 
Mstep: Class 45 contains 5375 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6025 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16153 members 
Mstep: Class 50 contains 14451 members 
Mstep: Class 51 contains 4463 members 
Mstep: Class 52 contains 3475 members 
Mstep: Class 53 contains 16640 members 
Mstep: Class 54 contains 13749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769372.000000 Penalty: 179211.343750
Iteration 214Q: 55 clusters Score -6.476937e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58374 members 
Mstep: Class 5 contains 21595 members 
Mstep: Class 6 contains 7697 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6212 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90166 members 
Mstep: Class 11 contains 8167 members 
Mstep: Class 12 contains 31285 members 
Mstep: Class 13 contains 6450 members 
Mstep: Class 14 contains 4611 members 
Mstep: Class 15 contains 10622 members 
Mstep: Class 16 contains 17248 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28741 members 
Mstep: Class 20 contains 10499 members 
Mstep: Class 21 contains 14509 members 
Mstep: Class 22 contains 10023 members 
Mstep: Class 23 contains 25898 members 
Mstep: Class 24 contains 14901 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 17925 members 
Mstep: Class 31 contains 16948 members 
Mstep: Class 32 contains 10464 members 
Mstep: Class 33 contains 6917 members 
Mstep: Class 34 contains 4659 members 
Mstep: Class 35 contains 12171 members 
Mstep: Class 36 contains 27690 members 
Mstep: Class 37 contains 19914 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8926 members 
Mstep: Class 40 contains 3410 members 
Mstep: Class 41 contains 16977 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3636 members 
Mstep: Class 44 contains 7491 members 
Mstep: Class 45 contains 5375 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6025 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16152 members 
Mstep: Class 50 contains 14452 members 
Mstep: Class 51 contains 4463 members 
Mstep: Class 52 contains 3475 members 
Mstep: Class 53 contains 16640 members 
Mstep: Class 54 contains 13749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769452.000000 Penalty: 179211.343750
Iteration 215Q: 55 clusters Score -6.476945e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58377 members 
Mstep: Class 5 contains 21595 members 
Mstep: Class 6 contains 7697 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6210 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90167 members 
Mstep: Class 11 contains 8197 members 
Mstep: Class 12 contains 31285 members 
Mstep: Class 13 contains 6452 members 
Mstep: Class 14 contains 4611 members 
Mstep: Class 15 contains 10626 members 
Mstep: Class 16 contains 17248 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28741 members 
Mstep: Class 20 contains 10497 members 
Mstep: Class 21 contains 14509 members 
Mstep: Class 22 contains 10023 members 
Mstep: Class 23 contains 25895 members 
Mstep: Class 24 contains 14875 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 17925 members 
Mstep: Class 31 contains 16948 members 
Mstep: Class 32 contains 10462 members 
Mstep: Class 33 contains 6917 members 
Mstep: Class 34 contains 4658 members 
Mstep: Class 35 contains 12171 members 
Mstep: Class 36 contains 27690 members 
Mstep: Class 37 contains 19914 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8926 members 
Mstep: Class 40 contains 3410 members 
Mstep: Class 41 contains 16975 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3636 members 
Mstep: Class 44 contains 7490 members 
Mstep: Class 45 contains 5375 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6025 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16152 members 
Mstep: Class 50 contains 14451 members 
Mstep: Class 51 contains 4463 members 
Mstep: Class 52 contains 3473 members 
Mstep: Class 53 contains 16640 members 
Mstep: Class 54 contains 13751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769552.000000 Penalty: 179211.343750
Iteration 216Q: 55 clusters Score -6.476955e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58380 members 
Mstep: Class 5 contains 21598 members 
Mstep: Class 6 contains 7697 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6208 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90167 members 
Mstep: Class 11 contains 8227 members 
Mstep: Class 12 contains 31283 members 
Mstep: Class 13 contains 6454 members 
Mstep: Class 14 contains 4611 members 
Mstep: Class 15 contains 10623 members 
Mstep: Class 16 contains 17243 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28741 members 
Mstep: Class 20 contains 10496 members 
Mstep: Class 21 contains 14509 members 
Mstep: Class 22 contains 10024 members 
Mstep: Class 23 contains 25892 members 
Mstep: Class 24 contains 14859 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 17925 members 
Mstep: Class 31 contains 16948 members 
Mstep: Class 32 contains 10458 members 
Mstep: Class 33 contains 6917 members 
Mstep: Class 34 contains 4658 members 
Mstep: Class 35 contains 12171 members 
Mstep: Class 36 contains 27690 members 
Mstep: Class 37 contains 19915 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8926 members 
Mstep: Class 40 contains 3411 members 
Mstep: Class 41 contains 16973 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7489 members 
Mstep: Class 45 contains 5375 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6025 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16152 members 
Mstep: Class 50 contains 14450 members 
Mstep: Class 51 contains 4463 members 
Mstep: Class 52 contains 3471 members 
Mstep: Class 53 contains 16640 members 
Mstep: Class 54 contains 13751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769516.000000 Penalty: 179211.343750
Iteration 217Q: 55 clusters Score -6.476952e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58375 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 7697 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6211 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90167 members 
Mstep: Class 11 contains 8256 members 
Mstep: Class 12 contains 31282 members 
Mstep: Class 13 contains 6453 members 
Mstep: Class 14 contains 4611 members 
Mstep: Class 15 contains 10625 members 
Mstep: Class 16 contains 17241 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28741 members 
Mstep: Class 20 contains 10496 members 
Mstep: Class 21 contains 14509 members 
Mstep: Class 22 contains 10026 members 
Mstep: Class 23 contains 25885 members 
Mstep: Class 24 contains 14833 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 17929 members 
Mstep: Class 31 contains 16948 members 
Mstep: Class 32 contains 10460 members 
Mstep: Class 33 contains 6917 members 
Mstep: Class 34 contains 4658 members 
Mstep: Class 35 contains 12171 members 
Mstep: Class 36 contains 27690 members 
Mstep: Class 37 contains 19915 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8926 members 
Mstep: Class 40 contains 3411 members 
Mstep: Class 41 contains 16975 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7488 members 
Mstep: Class 45 contains 5375 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6025 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16152 members 
Mstep: Class 50 contains 14450 members 
Mstep: Class 51 contains 4463 members 
Mstep: Class 52 contains 3470 members 
Mstep: Class 53 contains 16640 members 
Mstep: Class 54 contains 13750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769536.000000 Penalty: 179211.343750
Iteration 218Q: 55 clusters Score -6.476954e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58379 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 7697 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6213 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90167 members 
Mstep: Class 11 contains 8283 members 
Mstep: Class 12 contains 31281 members 
Mstep: Class 13 contains 6455 members 
Mstep: Class 14 contains 4611 members 
Mstep: Class 15 contains 10622 members 
Mstep: Class 16 contains 17230 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28741 members 
Mstep: Class 20 contains 10497 members 
Mstep: Class 21 contains 14509 members 
Mstep: Class 22 contains 10027 members 
Mstep: Class 23 contains 25880 members 
Mstep: Class 24 contains 14814 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 17932 members 
Mstep: Class 31 contains 16947 members 
Mstep: Class 32 contains 10460 members 
Mstep: Class 33 contains 6917 members 
Mstep: Class 34 contains 4657 members 
Mstep: Class 35 contains 12171 members 
Mstep: Class 36 contains 27690 members 
Mstep: Class 37 contains 19916 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8926 members 
Mstep: Class 40 contains 3411 members 
Mstep: Class 41 contains 16975 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7487 members 
Mstep: Class 45 contains 5375 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6025 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16152 members 
Mstep: Class 50 contains 14450 members 
Mstep: Class 51 contains 4463 members 
Mstep: Class 52 contains 3470 members 
Mstep: Class 53 contains 16640 members 
Mstep: Class 54 contains 13751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769612.000000 Penalty: 179211.343750
Iteration 219Q: 55 clusters Score -6.476961e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58382 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 7697 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6213 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90168 members 
Mstep: Class 11 contains 8321 members 
Mstep: Class 12 contains 31279 members 
Mstep: Class 13 contains 6461 members 
Mstep: Class 14 contains 4611 members 
Mstep: Class 15 contains 10623 members 
Mstep: Class 16 contains 17225 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28741 members 
Mstep: Class 20 contains 10496 members 
Mstep: Class 21 contains 14509 members 
Mstep: Class 22 contains 10027 members 
Mstep: Class 23 contains 25878 members 
Mstep: Class 24 contains 14775 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5568 members 
Mstep: Class 30 contains 17929 members 
Mstep: Class 31 contains 16947 members 
Mstep: Class 32 contains 10460 members 
Mstep: Class 33 contains 6917 members 
Mstep: Class 34 contains 4656 members 
Mstep: Class 35 contains 12171 members 
Mstep: Class 36 contains 27690 members 
Mstep: Class 37 contains 19916 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8926 members 
Mstep: Class 40 contains 3412 members 
Mstep: Class 41 contains 16976 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7489 members 
Mstep: Class 45 contains 5375 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6025 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16152 members 
Mstep: Class 50 contains 14450 members 
Mstep: Class 51 contains 4463 members 
Mstep: Class 52 contains 3470 members 
Mstep: Class 53 contains 16640 members 
Mstep: Class 54 contains 13752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769536.000000 Penalty: 179211.343750
Iteration 220F: 55 clusters Score -6.476954e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58388 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 7697 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6217 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90168 members 
Mstep: Class 11 contains 8344 members 
Mstep: Class 12 contains 31280 members 
Mstep: Class 13 contains 6463 members 
Mstep: Class 14 contains 4612 members 
Mstep: Class 15 contains 10618 members 
Mstep: Class 16 contains 17223 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28741 members 
Mstep: Class 20 contains 10496 members 
Mstep: Class 21 contains 14509 members 
Mstep: Class 22 contains 10027 members 
Mstep: Class 23 contains 25872 members 
Mstep: Class 24 contains 14748 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5567 members 
Mstep: Class 30 contains 17930 members 
Mstep: Class 31 contains 16947 members 
Mstep: Class 32 contains 10457 members 
Mstep: Class 33 contains 6917 members 
Mstep: Class 34 contains 4656 members 
Mstep: Class 35 contains 12171 members 
Mstep: Class 36 contains 27690 members 
Mstep: Class 37 contains 19917 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8927 members 
Mstep: Class 40 contains 3414 members 
Mstep: Class 41 contains 16978 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7489 members 
Mstep: Class 45 contains 5375 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6025 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16152 members 
Mstep: Class 50 contains 14450 members 
Mstep: Class 51 contains 4463 members 
Mstep: Class 52 contains 3470 members 
Mstep: Class 53 contains 16640 members 
Mstep: Class 54 contains 13752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769548.000000 Penalty: 179211.343750
Iteration 221Q: 55 clusters Score -6.476955e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58394 members 
Mstep: Class 5 contains 21600 members 
Mstep: Class 6 contains 7697 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6224 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90169 members 
Mstep: Class 11 contains 8359 members 
Mstep: Class 12 contains 31281 members 
Mstep: Class 13 contains 6464 members 
Mstep: Class 14 contains 4614 members 
Mstep: Class 15 contains 10606 members 
Mstep: Class 16 contains 17216 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28741 members 
Mstep: Class 20 contains 10496 members 
Mstep: Class 21 contains 14511 members 
Mstep: Class 22 contains 10027 members 
Mstep: Class 23 contains 25878 members 
Mstep: Class 24 contains 14726 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5567 members 
Mstep: Class 30 contains 17930 members 
Mstep: Class 31 contains 16947 members 
Mstep: Class 32 contains 10454 members 
Mstep: Class 33 contains 6917 members 
Mstep: Class 34 contains 4656 members 
Mstep: Class 35 contains 12171 members 
Mstep: Class 36 contains 27691 members 
Mstep: Class 37 contains 19916 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8927 members 
Mstep: Class 40 contains 3412 members 
Mstep: Class 41 contains 16979 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7490 members 
Mstep: Class 45 contains 5375 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6025 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16152 members 
Mstep: Class 50 contains 14450 members 
Mstep: Class 51 contains 4465 members 
Mstep: Class 52 contains 3470 members 
Mstep: Class 53 contains 16641 members 
Mstep: Class 54 contains 13752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769464.000000 Penalty: 179211.343750
Iteration 222Q: 55 clusters Score -6.476946e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58393 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 7697 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 6233 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90169 members 
Mstep: Class 11 contains 8374 members 
Mstep: Class 12 contains 31280 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 10596 members 
Mstep: Class 16 contains 17210 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10495 members 
Mstep: Class 21 contains 14511 members 
Mstep: Class 22 contains 10027 members 
Mstep: Class 23 contains 25888 members 
Mstep: Class 24 contains 14705 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5568 members 
Mstep: Class 30 contains 17932 members 
Mstep: Class 31 contains 16947 members 
Mstep: Class 32 contains 10455 members 
Mstep: Class 33 contains 6917 members 
Mstep: Class 34 contains 4657 members 
Mstep: Class 35 contains 12171 members 
Mstep: Class 36 contains 27691 members 
Mstep: Class 37 contains 19916 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8927 members 
Mstep: Class 40 contains 3412 members 
Mstep: Class 41 contains 16974 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7490 members 
Mstep: Class 45 contains 5375 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6025 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16152 members 
Mstep: Class 50 contains 14449 members 
Mstep: Class 51 contains 4467 members 
Mstep: Class 52 contains 3470 members 
Mstep: Class 53 contains 16641 members 
Mstep: Class 54 contains 13752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769512.000000 Penalty: 179211.343750
Iteration 223Q: 55 clusters Score -6.476951e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58401 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 7697 members 
Mstep: Class 7 contains 1863 members 
Mstep: Class 8 contains 6243 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90170 members 
Mstep: Class 11 contains 8391 members 
Mstep: Class 12 contains 31277 members 
Mstep: Class 13 contains 6469 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 10587 members 
Mstep: Class 16 contains 17199 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10494 members 
Mstep: Class 21 contains 14510 members 
Mstep: Class 22 contains 10027 members 
Mstep: Class 23 contains 25894 members 
Mstep: Class 24 contains 14683 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5568 members 
Mstep: Class 30 contains 17932 members 
Mstep: Class 31 contains 16946 members 
Mstep: Class 32 contains 10456 members 
Mstep: Class 33 contains 6917 members 
Mstep: Class 34 contains 4657 members 
Mstep: Class 35 contains 12172 members 
Mstep: Class 36 contains 27690 members 
Mstep: Class 37 contains 19916 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8927 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16976 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7490 members 
Mstep: Class 45 contains 5375 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6025 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16152 members 
Mstep: Class 50 contains 14449 members 
Mstep: Class 51 contains 4467 members 
Mstep: Class 52 contains 3470 members 
Mstep: Class 53 contains 16641 members 
Mstep: Class 54 contains 13752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769580.000000 Penalty: 179211.343750
Iteration 224Q: 55 clusters Score -6.476958e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58403 members 
Mstep: Class 5 contains 21600 members 
Mstep: Class 6 contains 7697 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6250 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90171 members 
Mstep: Class 11 contains 8414 members 
Mstep: Class 12 contains 31277 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 10582 members 
Mstep: Class 16 contains 17196 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10492 members 
Mstep: Class 21 contains 14510 members 
Mstep: Class 22 contains 10027 members 
Mstep: Class 23 contains 25898 members 
Mstep: Class 24 contains 14659 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5568 members 
Mstep: Class 30 contains 17931 members 
Mstep: Class 31 contains 16945 members 
Mstep: Class 32 contains 10458 members 
Mstep: Class 33 contains 6917 members 
Mstep: Class 34 contains 4657 members 
Mstep: Class 35 contains 12173 members 
Mstep: Class 36 contains 27687 members 
Mstep: Class 37 contains 19915 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8927 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16976 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7490 members 
Mstep: Class 45 contains 5374 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6026 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16152 members 
Mstep: Class 50 contains 14449 members 
Mstep: Class 51 contains 4468 members 
Mstep: Class 52 contains 3470 members 
Mstep: Class 53 contains 16640 members 
Mstep: Class 54 contains 13752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769616.000000 Penalty: 179211.343750
Iteration 225Q: 55 clusters Score -6.476962e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58399 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 7697 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6261 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90171 members 
Mstep: Class 11 contains 8434 members 
Mstep: Class 12 contains 31277 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 10582 members 
Mstep: Class 16 contains 17198 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10491 members 
Mstep: Class 21 contains 14510 members 
Mstep: Class 22 contains 10027 members 
Mstep: Class 23 contains 25903 members 
Mstep: Class 24 contains 14630 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5568 members 
Mstep: Class 30 contains 17931 members 
Mstep: Class 31 contains 16944 members 
Mstep: Class 32 contains 10457 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4657 members 
Mstep: Class 35 contains 12172 members 
Mstep: Class 36 contains 27686 members 
Mstep: Class 37 contains 19915 members 
Mstep: Class 38 contains 2197 members 
Mstep: Class 39 contains 8927 members 
Mstep: Class 40 contains 3412 members 
Mstep: Class 41 contains 16975 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7490 members 
Mstep: Class 45 contains 5374 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6026 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16152 members 
Mstep: Class 50 contains 14449 members 
Mstep: Class 51 contains 4471 members 
Mstep: Class 52 contains 3470 members 
Mstep: Class 53 contains 16640 members 
Mstep: Class 54 contains 13752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769608.000000 Penalty: 179211.343750
Iteration 226Q: 55 clusters Score -6.476961e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58397 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 7697 members 
Mstep: Class 7 contains 1863 members 
Mstep: Class 8 contains 6274 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90172 members 
Mstep: Class 11 contains 8450 members 
Mstep: Class 12 contains 31277 members 
Mstep: Class 13 contains 6464 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 10582 members 
Mstep: Class 16 contains 17198 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10489 members 
Mstep: Class 21 contains 14511 members 
Mstep: Class 22 contains 10027 members 
Mstep: Class 23 contains 25903 members 
Mstep: Class 24 contains 14607 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 17930 members 
Mstep: Class 31 contains 16944 members 
Mstep: Class 32 contains 10455 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4657 members 
Mstep: Class 35 contains 12172 members 
Mstep: Class 36 contains 27685 members 
Mstep: Class 37 contains 19915 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8926 members 
Mstep: Class 40 contains 3411 members 
Mstep: Class 41 contains 16975 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7490 members 
Mstep: Class 45 contains 5374 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6026 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16152 members 
Mstep: Class 50 contains 14450 members 
Mstep: Class 51 contains 4473 members 
Mstep: Class 52 contains 3470 members 
Mstep: Class 53 contains 16640 members 
Mstep: Class 54 contains 13752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769604.000000 Penalty: 179211.343750
Iteration 227Q: 55 clusters Score -6.47696e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58394 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 7697 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6282 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90172 members 
Mstep: Class 11 contains 8465 members 
Mstep: Class 12 contains 31278 members 
Mstep: Class 13 contains 6463 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 10585 members 
Mstep: Class 16 contains 17190 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28741 members 
Mstep: Class 20 contains 10488 members 
Mstep: Class 21 contains 14511 members 
Mstep: Class 22 contains 10026 members 
Mstep: Class 23 contains 25914 members 
Mstep: Class 24 contains 14589 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 17925 members 
Mstep: Class 31 contains 16944 members 
Mstep: Class 32 contains 10454 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4657 members 
Mstep: Class 35 contains 12172 members 
Mstep: Class 36 contains 27686 members 
Mstep: Class 37 contains 19915 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8925 members 
Mstep: Class 40 contains 3411 members 
Mstep: Class 41 contains 16973 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7490 members 
Mstep: Class 45 contains 5373 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6026 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16152 members 
Mstep: Class 50 contains 14450 members 
Mstep: Class 51 contains 4474 members 
Mstep: Class 52 contains 3470 members 
Mstep: Class 53 contains 16640 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769540.000000 Penalty: 179211.343750
Iteration 228Q: 55 clusters Score -6.476954e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58392 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 7696 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6291 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90172 members 
Mstep: Class 11 contains 8481 members 
Mstep: Class 12 contains 31277 members 
Mstep: Class 13 contains 6464 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 10582 members 
Mstep: Class 16 contains 17183 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28741 members 
Mstep: Class 20 contains 10485 members 
Mstep: Class 21 contains 14510 members 
Mstep: Class 22 contains 10026 members 
Mstep: Class 23 contains 25928 members 
Mstep: Class 24 contains 14567 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 17927 members 
Mstep: Class 31 contains 16943 members 
Mstep: Class 32 contains 10454 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4657 members 
Mstep: Class 35 contains 12172 members 
Mstep: Class 36 contains 27687 members 
Mstep: Class 37 contains 19915 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8925 members 
Mstep: Class 40 contains 3412 members 
Mstep: Class 41 contains 16972 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3636 members 
Mstep: Class 44 contains 7489 members 
Mstep: Class 45 contains 5373 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6026 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16152 members 
Mstep: Class 50 contains 14450 members 
Mstep: Class 51 contains 4474 members 
Mstep: Class 52 contains 3470 members 
Mstep: Class 53 contains 16640 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769616.000000 Penalty: 179211.343750
Iteration 229Q: 55 clusters Score -6.476962e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58392 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 7695 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6295 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90172 members 
Mstep: Class 11 contains 8496 members 
Mstep: Class 12 contains 31277 members 
Mstep: Class 13 contains 6464 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 10578 members 
Mstep: Class 16 contains 17179 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28741 members 
Mstep: Class 20 contains 10485 members 
Mstep: Class 21 contains 14510 members 
Mstep: Class 22 contains 10026 members 
Mstep: Class 23 contains 25946 members 
Mstep: Class 24 contains 14544 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 17927 members 
Mstep: Class 31 contains 16944 members 
Mstep: Class 32 contains 10454 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4657 members 
Mstep: Class 35 contains 12172 members 
Mstep: Class 36 contains 27686 members 
Mstep: Class 37 contains 19915 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8924 members 
Mstep: Class 40 contains 3412 members 
Mstep: Class 41 contains 16967 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7489 members 
Mstep: Class 45 contains 5373 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6026 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16152 members 
Mstep: Class 50 contains 14450 members 
Mstep: Class 51 contains 4474 members 
Mstep: Class 52 contains 3470 members 
Mstep: Class 53 contains 16641 members 
Mstep: Class 54 contains 13752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769676.000000 Penalty: 179211.343750
Iteration 230Q: 55 clusters Score -6.476968e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58390 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 7695 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6304 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90172 members 
Mstep: Class 11 contains 8508 members 
Mstep: Class 12 contains 31277 members 
Mstep: Class 13 contains 6462 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 10574 members 
Mstep: Class 16 contains 17175 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10484 members 
Mstep: Class 21 contains 14509 members 
Mstep: Class 22 contains 10026 members 
Mstep: Class 23 contains 25954 members 
Mstep: Class 24 contains 14526 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 17927 members 
Mstep: Class 31 contains 16943 members 
Mstep: Class 32 contains 10454 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4657 members 
Mstep: Class 35 contains 12172 members 
Mstep: Class 36 contains 27686 members 
Mstep: Class 37 contains 19915 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8924 members 
Mstep: Class 40 contains 3412 members 
Mstep: Class 41 contains 16967 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7489 members 
Mstep: Class 45 contains 5373 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6027 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16152 members 
Mstep: Class 50 contains 14450 members 
Mstep: Class 51 contains 4474 members 
Mstep: Class 52 contains 3470 members 
Mstep: Class 53 contains 16642 members 
Mstep: Class 54 contains 13752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769652.000000 Penalty: 179211.343750
Iteration 231Q: 55 clusters Score -6.476965e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58388 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 7695 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6312 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90172 members 
Mstep: Class 11 contains 8511 members 
Mstep: Class 12 contains 31277 members 
Mstep: Class 13 contains 6462 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 10570 members 
Mstep: Class 16 contains 17168 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28741 members 
Mstep: Class 20 contains 10484 members 
Mstep: Class 21 contains 14508 members 
Mstep: Class 22 contains 10026 members 
Mstep: Class 23 contains 25962 members 
Mstep: Class 24 contains 14516 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 17931 members 
Mstep: Class 31 contains 16942 members 
Mstep: Class 32 contains 10454 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4657 members 
Mstep: Class 35 contains 12172 members 
Mstep: Class 36 contains 27686 members 
Mstep: Class 37 contains 19915 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8924 members 
Mstep: Class 40 contains 3412 members 
Mstep: Class 41 contains 16969 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7489 members 
Mstep: Class 45 contains 5373 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6027 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16152 members 
Mstep: Class 50 contains 14450 members 
Mstep: Class 51 contains 4474 members 
Mstep: Class 52 contains 3470 members 
Mstep: Class 53 contains 16642 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769680.000000 Penalty: 179211.343750
Iteration 232Q: 55 clusters Score -6.476968e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58386 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 7695 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 6320 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90172 members 
Mstep: Class 11 contains 8514 members 
Mstep: Class 12 contains 31277 members 
Mstep: Class 13 contains 6464 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 10568 members 
Mstep: Class 16 contains 17159 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10484 members 
Mstep: Class 21 contains 14505 members 
Mstep: Class 22 contains 10026 members 
Mstep: Class 23 contains 25975 members 
Mstep: Class 24 contains 14504 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 17930 members 
Mstep: Class 31 contains 16942 members 
Mstep: Class 32 contains 10454 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4656 members 
Mstep: Class 35 contains 12172 members 
Mstep: Class 36 contains 27686 members 
Mstep: Class 37 contains 19916 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8924 members 
Mstep: Class 40 contains 3412 members 
Mstep: Class 41 contains 16968 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7489 members 
Mstep: Class 45 contains 5373 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6028 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16152 members 
Mstep: Class 50 contains 14450 members 
Mstep: Class 51 contains 4475 members 
Mstep: Class 52 contains 3470 members 
Mstep: Class 53 contains 16642 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769816.000000 Penalty: 179211.343750
Iteration 233Q: 55 clusters Score -6.476982e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58388 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 7695 members 
Mstep: Class 7 contains 1866 members 
Mstep: Class 8 contains 6329 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90172 members 
Mstep: Class 11 contains 8525 members 
Mstep: Class 12 contains 31277 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 10562 members 
Mstep: Class 16 contains 17150 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10484 members 
Mstep: Class 21 contains 14503 members 
Mstep: Class 22 contains 10026 members 
Mstep: Class 23 contains 25986 members 
Mstep: Class 24 contains 14488 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 17931 members 
Mstep: Class 31 contains 16944 members 
Mstep: Class 32 contains 10454 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4657 members 
Mstep: Class 35 contains 12172 members 
Mstep: Class 36 contains 27686 members 
Mstep: Class 37 contains 19916 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8923 members 
Mstep: Class 40 contains 3412 members 
Mstep: Class 41 contains 16966 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7489 members 
Mstep: Class 45 contains 5373 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6026 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16152 members 
Mstep: Class 50 contains 14450 members 
Mstep: Class 51 contains 4475 members 
Mstep: Class 52 contains 3470 members 
Mstep: Class 53 contains 16641 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769772.000000 Penalty: 179211.343750
Iteration 234Q: 55 clusters Score -6.476977e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58386 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 7696 members 
Mstep: Class 7 contains 1866 members 
Mstep: Class 8 contains 6337 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90172 members 
Mstep: Class 11 contains 8546 members 
Mstep: Class 12 contains 31277 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 10556 members 
Mstep: Class 16 contains 17139 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10483 members 
Mstep: Class 21 contains 14501 members 
Mstep: Class 22 contains 10026 members 
Mstep: Class 23 contains 25995 members 
Mstep: Class 24 contains 14464 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 17933 members 
Mstep: Class 31 contains 16945 members 
Mstep: Class 32 contains 10454 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4657 members 
Mstep: Class 35 contains 12171 members 
Mstep: Class 36 contains 27686 members 
Mstep: Class 37 contains 19916 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8921 members 
Mstep: Class 40 contains 3412 members 
Mstep: Class 41 contains 16968 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7489 members 
Mstep: Class 45 contains 5373 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6027 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16152 members 
Mstep: Class 50 contains 14450 members 
Mstep: Class 51 contains 4475 members 
Mstep: Class 52 contains 3470 members 
Mstep: Class 53 contains 16642 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769760.000000 Penalty: 179211.343750
Iteration 235Q: 55 clusters Score -6.476976e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58386 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 7697 members 
Mstep: Class 7 contains 1867 members 
Mstep: Class 8 contains 6346 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90172 members 
Mstep: Class 11 contains 8563 members 
Mstep: Class 12 contains 31277 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 10551 members 
Mstep: Class 16 contains 17125 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10483 members 
Mstep: Class 21 contains 14500 members 
Mstep: Class 22 contains 10026 members 
Mstep: Class 23 contains 26000 members 
Mstep: Class 24 contains 14450 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 17936 members 
Mstep: Class 31 contains 16946 members 
Mstep: Class 32 contains 10454 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4657 members 
Mstep: Class 35 contains 12170 members 
Mstep: Class 36 contains 27686 members 
Mstep: Class 37 contains 19915 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8919 members 
Mstep: Class 40 contains 3412 members 
Mstep: Class 41 contains 16968 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7489 members 
Mstep: Class 45 contains 5373 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6026 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16152 members 
Mstep: Class 50 contains 14450 members 
Mstep: Class 51 contains 4476 members 
Mstep: Class 52 contains 3470 members 
Mstep: Class 53 contains 16643 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769764.000000 Penalty: 179211.343750
Iteration 236Q: 55 clusters Score -6.476976e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58385 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 7700 members 
Mstep: Class 7 contains 1867 members 
Mstep: Class 8 contains 6356 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90172 members 
Mstep: Class 11 contains 8586 members 
Mstep: Class 12 contains 31277 members 
Mstep: Class 13 contains 6460 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 10549 members 
Mstep: Class 16 contains 17124 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10482 members 
Mstep: Class 21 contains 14498 members 
Mstep: Class 22 contains 10028 members 
Mstep: Class 23 contains 25999 members 
Mstep: Class 24 contains 14424 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 17940 members 
Mstep: Class 31 contains 16945 members 
Mstep: Class 32 contains 10455 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4657 members 
Mstep: Class 35 contains 12168 members 
Mstep: Class 36 contains 27686 members 
Mstep: Class 37 contains 19915 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8921 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16966 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7488 members 
Mstep: Class 45 contains 5372 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6026 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16152 members 
Mstep: Class 50 contains 14450 members 
Mstep: Class 51 contains 4477 members 
Mstep: Class 52 contains 3470 members 
Mstep: Class 53 contains 16644 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769784.000000 Penalty: 179211.343750
Iteration 237Q: 55 clusters Score -6.476978e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58385 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 7702 members 
Mstep: Class 7 contains 1866 members 
Mstep: Class 8 contains 6356 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90172 members 
Mstep: Class 11 contains 8607 members 
Mstep: Class 12 contains 31278 members 
Mstep: Class 13 contains 6458 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 10546 members 
Mstep: Class 16 contains 17122 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10480 members 
Mstep: Class 21 contains 14498 members 
Mstep: Class 22 contains 10029 members 
Mstep: Class 23 contains 26010 members 
Mstep: Class 24 contains 14404 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 17940 members 
Mstep: Class 31 contains 16942 members 
Mstep: Class 32 contains 10455 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4656 members 
Mstep: Class 35 contains 12168 members 
Mstep: Class 36 contains 27686 members 
Mstep: Class 37 contains 19915 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8922 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16965 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7486 members 
Mstep: Class 45 contains 5371 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6026 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16154 members 
Mstep: Class 50 contains 14450 members 
Mstep: Class 51 contains 4477 members 
Mstep: Class 52 contains 3470 members 
Mstep: Class 53 contains 16646 members 
Mstep: Class 54 contains 13752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769844.000000 Penalty: 179211.343750
Iteration 238Q: 55 clusters Score -6.476984e+07 nChanged 97
Entering ConstructFrom: 
Score: -64769844.000000 Penalty: 179211.343750
Entering ConstructFrom: 
Trying to split cluster 1 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -32254.941406 Penalty: 1433.624390
	Iteration 0F: 2 clusters Score -32254.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -30896.839844 Penalty: 2867.248779
	Iteration 0F: 3 clusters Score -30896.84 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -30977.443359 Penalty: 2867.248779
	Iteration 1F: 3 clusters Score -30977.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31001.525391 Penalty: 2867.248779
	Iteration 2Q: 3 clusters Score -31001.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31011.414062 Penalty: 2867.248779
	Iteration 3Q: 3 clusters Score -31011.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31014.603516 Penalty: 2867.248779
	Iteration 4Q: 3 clusters Score -31014.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31020.802734 Penalty: 2867.248779
	Iteration 5Q: 3 clusters Score -31020.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31028.640625 Penalty: 2867.248779
	Iteration 6Q: 3 clusters Score -31028.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31031.009766 Penalty: 2867.248779
	Iteration 7Q: 3 clusters Score -31031.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31031.009766 Penalty: 2867.248779
	Iteration 8F: 3 clusters Score -31031.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -108658.406250 Penalty: 1709.375122
	Iteration 0F: 2 clusters Score -108658.4 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 538 members 
Entering Unmasked Estep 
Score: -106704.234375 Penalty: 3418.750244
	Iteration 0F: 3 clusters Score -106704.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -106956.734375 Penalty: 3418.750244
	Iteration 1F: 3 clusters Score -106956.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -107033.921875 Penalty: 3418.750244
	Iteration 2F: 3 clusters Score -107033.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -107058.367188 Penalty: 3418.750244
	Iteration 3Q: 3 clusters Score -107058.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -107075.179688 Penalty: 3418.750244
	Iteration 4Q: 3 clusters Score -107075.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -107089.484375 Penalty: 3418.750244
	Iteration 5Q: 3 clusters Score -107089.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -107099.843750 Penalty: 3418.750244
	Iteration 6Q: 3 clusters Score -107099.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -107107.093750 Penalty: 3418.750244
	Iteration 7Q: 3 clusters Score -107107.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -107116.250000 Penalty: 3418.750244
	Iteration 8Q: 3 clusters Score -107116.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -107123.210938 Penalty: 3418.750244
	Iteration 9Q: 3 clusters Score -107123.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -107126.953125 Penalty: 3418.750244
	Iteration 10Q: 3 clusters Score -107127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -107129.664062 Penalty: 3418.750244
	Iteration 11Q: 3 clusters Score -107129.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -107131.093750 Penalty: 3418.750244
	Iteration 12Q: 3 clusters Score -107131.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -107133.648438 Penalty: 3418.750244
	Iteration 13Q: 3 clusters Score -107133.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -107133.648438 Penalty: 3418.750244
	Iteration 14F: 3 clusters Score -107133.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -43997.398438 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -43997.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -42525.484375 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -42525.48 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -42792.851562 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -42792.85 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -42969.117188 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -42969.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -43019.414062 Penalty: 3077.460693
	Iteration 3Q: 3 clusters Score -43019.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43045.140625 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -43045.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43073.445312 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -43073.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -43117.132812 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -43117.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43183.109375 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -43183.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -43236.058594 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -43236.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -43276.503906 Penalty: 3077.460693
	Iteration 9Q: 3 clusters Score -43276.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -43341.863281 Penalty: 3077.460693
	Iteration 10Q: 3 clusters Score -43341.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -43394.937500 Penalty: 3077.460693
	Iteration 11Q: 3 clusters Score -43394.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -43436.214844 Penalty: 3077.460693
	Iteration 12Q: 3 clusters Score -43436.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43464.980469 Penalty: 3077.460693
	Iteration 13Q: 3 clusters Score -43464.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -43495.511719 Penalty: 3077.460693
	Iteration 14Q: 3 clusters Score -43495.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -43527.777344 Penalty: 3077.460693
	Iteration 15Q: 3 clusters Score -43527.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43568.414062 Penalty: 3077.460693
	Iteration 16Q: 3 clusters Score -43568.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -43593.066406 Penalty: 3077.460693
	Iteration 17Q: 3 clusters Score -43593.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -43607.445312 Penalty: 3077.460693
	Iteration 18Q: 3 clusters Score -43607.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -43618.101562 Penalty: 3077.460693
	Iteration 19Q: 3 clusters Score -43618.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43619.601562 Penalty: 3077.460693
	Iteration 20F: 3 clusters Score -43619.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -43627.339844 Penalty: 3077.460693
	Iteration 21Q: 3 clusters Score -43627.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -43639.707031 Penalty: 3077.460693
	Iteration 22Q: 3 clusters Score -43639.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -43656.238281 Penalty: 3077.460693
	Iteration 23Q: 3 clusters Score -43656.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -43669.117188 Penalty: 3077.460693
	Iteration 24Q: 3 clusters Score -43669.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -43687.542969 Penalty: 3077.460693
	Iteration 25Q: 3 clusters Score -43687.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -43718.605469 Penalty: 3077.460693
	Iteration 26Q: 3 clusters Score -43718.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -43732.070312 Penalty: 3077.460693
	Iteration 27Q: 3 clusters Score -43732.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -43750.933594 Penalty: 3077.460693
	Iteration 28Q: 3 clusters Score -43750.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -43750.933594 Penalty: 3077.460693
	Iteration 29F: 3 clusters Score -43750.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (58382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58382 members 
Entering Unmasked Estep 
Score: -5802383.500000 Penalty: 2721.741211
	Iteration 0F: 2 clusters Score -5802384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -5763188.500000 Penalty: 5443.482422
	Iteration 0F: 3 clusters Score -5763188 nChanged 27240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -5778621.000000 Penalty: 5443.482422
	Iteration 1F: 3 clusters Score -5778621 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -5779653.500000 Penalty: 5443.482422
	Iteration 2Q: 3 clusters Score -5779654 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -5780712.500000 Penalty: 5443.482422
	Iteration 3Q: 3 clusters Score -5780712 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -5782123.000000 Penalty: 5443.482422
	Iteration 4Q: 3 clusters Score -5782123 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -5783631.000000 Penalty: 5443.482422
	Iteration 5F: 3 clusters Score -5783631 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -5785252.000000 Penalty: 5443.482422
	Iteration 6F: 3 clusters Score -5785252 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -5787025.000000 Penalty: 5443.482422
	Iteration 7F: 3 clusters Score -5787025 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -5788544.000000 Penalty: 5443.482422
	Iteration 8F: 3 clusters Score -5788544 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -5789938.500000 Penalty: 5443.482422
	Iteration 9Q: 3 clusters Score -5789938 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -5791122.500000 Penalty: 5443.482422
	Iteration 10Q: 3 clusters Score -5791122 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -5792163.000000 Penalty: 5443.482422
	Iteration 11Q: 3 clusters Score -5792163 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -5793048.500000 Penalty: 5443.482422
	Iteration 12Q: 3 clusters Score -5793048 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -5793751.000000 Penalty: 5443.482422
	Iteration 13Q: 3 clusters Score -5793751 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -5794346.500000 Penalty: 5443.482422
	Iteration 14Q: 3 clusters Score -5794346 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 46522 members 
Entering Unmasked Estep 
Score: -5794918.500000 Penalty: 5443.482422
	Iteration 15Q: 3 clusters Score -5794918 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 47703 members 
Entering Unmasked Estep 
Score: -5795468.500000 Penalty: 5443.482422
	Iteration 16Q: 3 clusters Score -5795468 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 48904 members 
Entering Unmasked Estep 
Score: -5796062.000000 Penalty: 5443.482422
	Iteration 17Q: 3 clusters Score -5796062 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 50047 members 
Entering Unmasked Estep 
Score: -5796687.000000 Penalty: 5443.482422
	Iteration 18Q: 3 clusters Score -5796687 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 51235 members 
Entering Unmasked Estep 
Score: -5797333.500000 Penalty: 5443.482422
	Iteration 19Q: 3 clusters Score -5797334 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 52322 members 
Entering Unmasked Estep 
Score: -5797937.500000 Penalty: 5443.482422
	Iteration 20F: 3 clusters Score -5797938 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 53310 members 
Entering Unmasked Estep 
Score: -5798464.500000 Penalty: 5443.482422
	Iteration 21Q: 3 clusters Score -5798464 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 54119 members 
Entering Unmasked Estep 
Score: -5798857.000000 Penalty: 5443.482422
	Iteration 22Q: 3 clusters Score -5798857 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 54786 members 
Entering Unmasked Estep 
Score: -5799199.500000 Penalty: 5443.482422
	Iteration 23Q: 3 clusters Score -5799200 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 55338 members 
Entering Unmasked Estep 
Score: -5799527.500000 Penalty: 5443.482422
	Iteration 24Q: 3 clusters Score -5799528 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 55784 members 
Entering Unmasked Estep 
Score: -5799779.000000 Penalty: 5443.482422
	Iteration 25Q: 3 clusters Score -5799779 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 56121 members 
Entering Unmasked Estep 
Score: -5799988.000000 Penalty: 5443.482422
	Iteration 26Q: 3 clusters Score -5799988 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 56396 members 
Entering Unmasked Estep 
Score: -5800179.000000 Penalty: 5443.482422
	Iteration 27Q: 3 clusters Score -5800179 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 56599 members 
Entering Unmasked Estep 
Score: -5800311.000000 Penalty: 5443.482422
	Iteration 28Q: 3 clusters Score -5800311 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 56763 members 
Entering Unmasked Estep 
Score: -5800429.000000 Penalty: 5443.482422
	Iteration 29Q: 3 clusters Score -5800429 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 56886 members 
Entering Unmasked Estep 
Score: -5800543.500000 Penalty: 5443.482422
	Iteration 30Q: 3 clusters Score -5800544 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 56971 members 
Entering Unmasked Estep 
Score: -5800624.500000 Penalty: 5443.482422
	Iteration 31Q: 3 clusters Score -5800624 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 57052 members 
Entering Unmasked Estep 
Score: -5800704.500000 Penalty: 5443.482422
	Iteration 32Q: 3 clusters Score -5800704 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 57117 members 
Entering Unmasked Estep 
Score: -5800739.500000 Penalty: 5443.482422
	Iteration 33Q: 3 clusters Score -5800740 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 57153 members 
Entering Unmasked Estep 
Score: -5800761.500000 Penalty: 5443.482422
	Iteration 34Q: 3 clusters Score -5800762 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 57165 members 
Entering Unmasked Estep 
Score: -5800800.500000 Penalty: 5443.482422
	Iteration 35Q: 3 clusters Score -5800800 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 57178 members 
Entering Unmasked Estep 
Score: -5800822.000000 Penalty: 5443.482422
	Iteration 36Q: 3 clusters Score -5800822 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 57189 members 
Entering Unmasked Estep 
Score: -5800838.500000 Penalty: 5443.482422
	Iteration 37Q: 3 clusters Score -5800838 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 57193 members 
Entering Unmasked Estep 
Score: -5800872.500000 Penalty: 5443.482422
	Iteration 38Q: 3 clusters Score -5800872 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 57201 members 
Entering Unmasked Estep 
Score: -5800877.500000 Penalty: 5443.482422
	Iteration 39Q: 3 clusters Score -5800878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 57210 members 
Entering Unmasked Estep 
Score: -5800903.500000 Penalty: 5443.482422
	Iteration 40F: 3 clusters Score -5800904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 57225 members 
Entering Unmasked Estep 
Score: -5800937.000000 Penalty: 5443.482422
	Iteration 41Q: 3 clusters Score -5800937 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 57244 members 
Entering Unmasked Estep 
Score: -5800970.500000 Penalty: 5443.482422
	Iteration 42Q: 3 clusters Score -5800970 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 57253 members 
Entering Unmasked Estep 
Score: -5801007.500000 Penalty: 5443.482422
	Iteration 43Q: 3 clusters Score -5801008 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 57255 members 
Entering Unmasked Estep 
Score: -5801021.500000 Penalty: 5443.482422
	Iteration 44Q: 3 clusters Score -5801022 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 57258 members 
Entering Unmasked Estep 
Score: -5801037.000000 Penalty: 5443.482422
	Iteration 45Q: 3 clusters Score -5801037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 57257 members 
Entering Unmasked Estep 
Score: -5801045.500000 Penalty: 5443.482422
	Iteration 46Q: 3 clusters Score -5801046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 57249 members 
Entering Unmasked Estep 
Score: -5801059.500000 Penalty: 5443.482422
	Iteration 47Q: 3 clusters Score -5801060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 57242 members 
Entering Unmasked Estep 
Score: -5801065.500000 Penalty: 5443.482422
	Iteration 48Q: 3 clusters Score -5801066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 57239 members 
Entering Unmasked Estep 
Score: -5801067.000000 Penalty: 5443.482422
	Iteration 49Q: 3 clusters Score -5801067 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 57236 members 
Entering Unmasked Estep 
Score: -5801073.000000 Penalty: 5443.482422
	Iteration 50Q: 3 clusters Score -5801073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 57231 members 
Entering Unmasked Estep 
Score: -5801085.000000 Penalty: 5443.482422
	Iteration 51Q: 3 clusters Score -5801085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 57218 members 
Entering Unmasked Estep 
Score: -5801091.500000 Penalty: 5443.482422
	Iteration 52Q: 3 clusters Score -5801092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 57208 members 
Entering Unmasked Estep 
Score: -5801094.500000 Penalty: 5443.482422
	Iteration 53Q: 3 clusters Score -5801094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 57193 members 
Entering Unmasked Estep 
Score: -5801102.000000 Penalty: 5443.482422
	Iteration 54Q: 3 clusters Score -5801102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 57184 members 
Entering Unmasked Estep 
Score: -5801113.000000 Penalty: 5443.482422
	Iteration 55Q: 3 clusters Score -5801113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 57176 members 
Entering Unmasked Estep 
Score: -5801118.000000 Penalty: 5443.482422
	Iteration 56Q: 3 clusters Score -5801118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 57173 members 
Entering Unmasked Estep 
Score: -5801125.000000 Penalty: 5443.482422
	Iteration 57Q: 3 clusters Score -5801125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 57171 members 
Entering Unmasked Estep 
Score: -5801125.000000 Penalty: 5443.482422
	Iteration 58Q: 3 clusters Score -5801125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 57172 members 
Entering Unmasked Estep 
Score: -5801134.500000 Penalty: 5443.482422
	Iteration 59Q: 3 clusters Score -5801134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 57163 members 
Entering Unmasked Estep 
Score: -5801133.500000 Penalty: 5443.482422
	Iteration 60F: 3 clusters Score -5801134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 57154 members 
Entering Unmasked Estep 
Score: -5801138.000000 Penalty: 5443.482422
	Iteration 61Q: 3 clusters Score -5801138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 57152 members 
Entering Unmasked Estep 
Score: -5801153.500000 Penalty: 5443.482422
	Iteration 62Q: 3 clusters Score -5801154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 57143 members 
Entering Unmasked Estep 
Score: -5801147.500000 Penalty: 5443.482422
	Iteration 63Q: 3 clusters Score -5801148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 57138 members 
Entering Unmasked Estep 
Score: -5801145.000000 Penalty: 5443.482422
	Iteration 64Q: 3 clusters Score -5801145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 57134 members 
Entering Unmasked Estep 
Score: -5801144.500000 Penalty: 5443.482422
	Iteration 65Q: 3 clusters Score -5801144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 57134 members 
Entering Unmasked Estep 
Score: -5801149.500000 Penalty: 5443.482422
	Iteration 66Q: 3 clusters Score -5801150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 57133 members 
Entering Unmasked Estep 
Score: -5801145.000000 Penalty: 5443.482422
	Iteration 67Q: 3 clusters Score -5801145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 57133 members 
Entering Unmasked Estep 
Score: -5801145.000000 Penalty: 5443.482422
	Iteration 68F: 3 clusters Score -5801145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Entering Unmasked Estep 
Score: -2366729.000000 Penalty: 2475.139648
	Iteration 0F: 2 clusters Score -2366729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2351713.500000 Penalty: 4950.279297
	Iteration 0F: 3 clusters Score -2351714 nChanged 9533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2356638.750000 Penalty: 4950.279297
	Iteration 1F: 3 clusters Score -2356639 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2356972.250000 Penalty: 4950.279297
	Iteration 2Q: 3 clusters Score -2356972 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2357260.500000 Penalty: 4950.279297
	Iteration 3Q: 3 clusters Score -2357260 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2357558.750000 Penalty: 4950.279297
	Iteration 4Q: 3 clusters Score -2357559 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2357915.250000 Penalty: 4950.279297
	Iteration 5Q: 3 clusters Score -2357915 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2358270.250000 Penalty: 4950.279297
	Iteration 6Q: 3 clusters Score -2358270 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2358650.250000 Penalty: 4950.279297
	Iteration 7Q: 3 clusters Score -2358650 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2359030.750000 Penalty: 4950.279297
	Iteration 8Q: 3 clusters Score -2359031 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2359439.250000 Penalty: 4950.279297
	Iteration 9Q: 3 clusters Score -2359439 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2359832.750000 Penalty: 4950.279297
	Iteration 10Q: 3 clusters Score -2359833 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -2360250.000000 Penalty: 4950.279297
	Iteration 11Q: 3 clusters Score -2360250 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2360688.250000 Penalty: 4950.279297
	Iteration 12Q: 3 clusters Score -2360688 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -2361227.000000 Penalty: 4950.279297
	Iteration 13Q: 3 clusters Score -2361227 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2361785.000000 Penalty: 4950.279297
	Iteration 14Q: 3 clusters Score -2361785 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2362338.500000 Penalty: 4950.279297
	Iteration 15Q: 3 clusters Score -2362338 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2362881.000000 Penalty: 4950.279297
	Iteration 16Q: 3 clusters Score -2362881 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2363368.250000 Penalty: 4950.279297
	Iteration 17Q: 3 clusters Score -2363368 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2363811.750000 Penalty: 4950.279297
	Iteration 18Q: 3 clusters Score -2363812 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2364135.250000 Penalty: 4950.279297
	Iteration 19Q: 3 clusters Score -2364135 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2364424.250000 Penalty: 4950.279297
	Iteration 20F: 3 clusters Score -2364424 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2364641.000000 Penalty: 4950.279297
	Iteration 21Q: 3 clusters Score -2364641 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2364789.000000 Penalty: 4950.279297
	Iteration 22Q: 3 clusters Score -2364789 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2364888.500000 Penalty: 4950.279297
	Iteration 23Q: 3 clusters Score -2364888 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2364982.500000 Penalty: 4950.279297
	Iteration 24Q: 3 clusters Score -2364982 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2365053.250000 Penalty: 4950.279297
	Iteration 25Q: 3 clusters Score -2365053 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2365107.500000 Penalty: 4950.279297
	Iteration 26Q: 3 clusters Score -2365108 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2365141.750000 Penalty: 4950.279297
	Iteration 27Q: 3 clusters Score -2365142 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2365165.750000 Penalty: 4950.279297
	Iteration 28Q: 3 clusters Score -2365166 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2365184.250000 Penalty: 4950.279297
	Iteration 29Q: 3 clusters Score -2365184 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2365202.000000 Penalty: 4950.279297
	Iteration 30Q: 3 clusters Score -2365202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2365213.000000 Penalty: 4950.279297
	Iteration 31Q: 3 clusters Score -2365213 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2365222.000000 Penalty: 4950.279297
	Iteration 32Q: 3 clusters Score -2365222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2365226.250000 Penalty: 4950.279297
	Iteration 33Q: 3 clusters Score -2365226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2365229.000000 Penalty: 4950.279297
	Iteration 34Q: 3 clusters Score -2365229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2365238.500000 Penalty: 4950.279297
	Iteration 35Q: 3 clusters Score -2365238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2365239.250000 Penalty: 4950.279297
	Iteration 36Q: 3 clusters Score -2365239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2365252.500000 Penalty: 4950.279297
	Iteration 37Q: 3 clusters Score -2365252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2365261.500000 Penalty: 4950.279297
	Iteration 38Q: 3 clusters Score -2365262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2365263.000000 Penalty: 4950.279297
	Iteration 39Q: 3 clusters Score -2365263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2365269.000000 Penalty: 4950.279297
	Iteration 40F: 3 clusters Score -2365269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2365270.500000 Penalty: 4950.279297
	Iteration 41Q: 3 clusters Score -2365270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2365273.000000 Penalty: 4950.279297
	Iteration 42Q: 3 clusters Score -2365273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2365272.750000 Penalty: 4950.279297
	Iteration 43Q: 3 clusters Score -2365273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2365275.500000 Penalty: 4950.279297
	Iteration 44Q: 3 clusters Score -2365276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2365275.500000 Penalty: 4950.279297
	Iteration 45F: 3 clusters Score -2365276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Entering Unmasked Estep 
Score: -833334.625000 Penalty: 2219.442627
	Iteration 0F: 2 clusters Score -833334.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -827082.812500 Penalty: 4438.885254
	Iteration 0F: 3 clusters Score -827082.8 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -828813.750000 Penalty: 4438.885254
	Iteration 1F: 3 clusters Score -828813.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -829122.187500 Penalty: 4438.885254
	Iteration 2F: 3 clusters Score -829122.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -829377.750000 Penalty: 4438.885254
	Iteration 3F: 3 clusters Score -829377.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -829610.687500 Penalty: 4438.885254
	Iteration 4Q: 3 clusters Score -829610.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -829899.125000 Penalty: 4438.885254
	Iteration 5Q: 3 clusters Score -829899.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -830187.375000 Penalty: 4438.885254
	Iteration 6Q: 3 clusters Score -830187.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -830463.000000 Penalty: 4438.885254
	Iteration 7Q: 3 clusters Score -830463 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -830684.625000 Penalty: 4438.885254
	Iteration 8Q: 3 clusters Score -830684.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -830883.375000 Penalty: 4438.885254
	Iteration 9Q: 3 clusters Score -830883.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -831075.125000 Penalty: 4438.885254
	Iteration 10Q: 3 clusters Score -831075.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -831234.312500 Penalty: 4438.885254
	Iteration 11Q: 3 clusters Score -831234.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -831382.250000 Penalty: 4438.885254
	Iteration 12Q: 3 clusters Score -831382.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -831505.312500 Penalty: 4438.885254
	Iteration 13Q: 3 clusters Score -831505.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -831580.187500 Penalty: 4438.885254
	Iteration 14Q: 3 clusters Score -831580.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -831644.687500 Penalty: 4438.885254
	Iteration 15Q: 3 clusters Score -831644.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -831692.562500 Penalty: 4438.885254
	Iteration 16Q: 3 clusters Score -831692.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -831725.562500 Penalty: 4438.885254
	Iteration 17Q: 3 clusters Score -831725.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -831752.312500 Penalty: 4438.885254
	Iteration 18Q: 3 clusters Score -831752.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -831772.000000 Penalty: 4438.885254
	Iteration 19Q: 3 clusters Score -831772 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -831785.687500 Penalty: 4438.885254
	Iteration 20F: 3 clusters Score -831785.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -831801.500000 Penalty: 4438.885254
	Iteration 21Q: 3 clusters Score -831801.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -831813.250000 Penalty: 4438.885254
	Iteration 22Q: 3 clusters Score -831813.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -831829.250000 Penalty: 4438.885254
	Iteration 23Q: 3 clusters Score -831829.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -831842.812500 Penalty: 4438.885254
	Iteration 24Q: 3 clusters Score -831842.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -831853.125000 Penalty: 4438.885254
	Iteration 25Q: 3 clusters Score -831853.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -831856.937500 Penalty: 4438.885254
	Iteration 26Q: 3 clusters Score -831856.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -831862.062500 Penalty: 4438.885254
	Iteration 27Q: 3 clusters Score -831862.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -831865.062500 Penalty: 4438.885254
	Iteration 28Q: 3 clusters Score -831865.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -831867.312500 Penalty: 4438.885254
	Iteration 29Q: 3 clusters Score -831867.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -831871.625000 Penalty: 4438.885254
	Iteration 30Q: 3 clusters Score -831871.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -831874.062500 Penalty: 4438.885254
	Iteration 31Q: 3 clusters Score -831874.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -831878.375000 Penalty: 4438.885254
	Iteration 32Q: 3 clusters Score -831878.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -831880.250000 Penalty: 4438.885254
	Iteration 33Q: 3 clusters Score -831880.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -831883.937500 Penalty: 4438.885254
	Iteration 34Q: 3 clusters Score -831883.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -831884.750000 Penalty: 4438.885254
	Iteration 35Q: 3 clusters Score -831884.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -831885.375000 Penalty: 4438.885254
	Iteration 36Q: 3 clusters Score -831885.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -831883.812500 Penalty: 4438.885254
	Iteration 37Q: 3 clusters Score -831883.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -831884.562500 Penalty: 4438.885254
	Iteration 38Q: 3 clusters Score -831884.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -831887.062500 Penalty: 4438.885254
	Iteration 39Q: 3 clusters Score -831887.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -831888.375000 Penalty: 4438.885254
	Iteration 40F: 3 clusters Score -831888.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -831887.625000 Penalty: 4438.885254
	Iteration 41Q: 3 clusters Score -831887.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -831889.437500 Penalty: 4438.885254
	Iteration 42Q: 3 clusters Score -831889.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -831891.687500 Penalty: 4438.885254
	Iteration 43Q: 3 clusters Score -831891.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -831891.187500 Penalty: 4438.885254
	Iteration 44Q: 3 clusters Score -831891.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -831892.875000 Penalty: 4438.885254
	Iteration 45Q: 3 clusters Score -831892.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -831893.562500 Penalty: 4438.885254
	Iteration 46Q: 3 clusters Score -831893.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -831896.312500 Penalty: 4438.885254
	Iteration 47Q: 3 clusters Score -831896.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -831894.125000 Penalty: 4438.885254
	Iteration 48Q: 3 clusters Score -831894.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -831897.750000 Penalty: 4438.885254
	Iteration 49Q: 3 clusters Score -831897.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -831899.562500 Penalty: 4438.885254
	Iteration 50Q: 3 clusters Score -831899.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -831901.250000 Penalty: 4438.885254
	Iteration 51Q: 3 clusters Score -831901.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -831902.500000 Penalty: 4438.885254
	Iteration 52Q: 3 clusters Score -831902.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -831904.562500 Penalty: 4438.885254
	Iteration 53Q: 3 clusters Score -831904.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -831902.500000 Penalty: 4438.885254
	Iteration 54Q: 3 clusters Score -831902.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -831904.500000 Penalty: 4438.885254
	Iteration 55Q: 3 clusters Score -831904.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -831905.000000 Penalty: 4438.885254
	Iteration 56Q: 3 clusters Score -831905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -831907.312500 Penalty: 4438.885254
	Iteration 57Q: 3 clusters Score -831907.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -831906.750000 Penalty: 4438.885254
	Iteration 58Q: 3 clusters Score -831906.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -831910.312500 Penalty: 4438.885254
	Iteration 59Q: 3 clusters Score -831910.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -831910.187500 Penalty: 4438.885254
	Iteration 60F: 3 clusters Score -831910.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -831911.375000 Penalty: 4438.885254
	Iteration 61Q: 3 clusters Score -831911.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -831910.937500 Penalty: 4438.885254
	Iteration 62Q: 3 clusters Score -831910.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -831911.125000 Penalty: 4438.885254
	Iteration 63Q: 3 clusters Score -831911.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -831911.125000 Penalty: 4438.885254
	Iteration 64F: 3 clusters Score -831911.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Entering Unmasked Estep 
Score: -187526.703125 Penalty: 1867.692017
	Iteration 0F: 2 clusters Score -187526.7 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 917 members 
Entering Unmasked Estep 
Score: -184948.171875 Penalty: 3735.384033
	Iteration 0F: 3 clusters Score -184948.2 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -185453.343750 Penalty: 3735.384033
	Iteration 1F: 3 clusters Score -185453.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -185622.312500 Penalty: 3735.384033
	Iteration 2F: 3 clusters Score -185622.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -185700.968750 Penalty: 3735.384033
	Iteration 3Q: 3 clusters Score -185701 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -185760.578125 Penalty: 3735.384033
	Iteration 4Q: 3 clusters Score -185760.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -185818.187500 Penalty: 3735.384033
	Iteration 5Q: 3 clusters Score -185818.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -185886.468750 Penalty: 3735.384033
	Iteration 6Q: 3 clusters Score -185886.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -185935.312500 Penalty: 3735.384033
	Iteration 7Q: 3 clusters Score -185935.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -185973.500000 Penalty: 3735.384033
	Iteration 8Q: 3 clusters Score -185973.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -186002.953125 Penalty: 3735.384033
	Iteration 9Q: 3 clusters Score -186003 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -186036.265625 Penalty: 3735.384033
	Iteration 10Q: 3 clusters Score -186036.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -186061.343750 Penalty: 3735.384033
	Iteration 11Q: 3 clusters Score -186061.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -186085.875000 Penalty: 3735.384033
	Iteration 12Q: 3 clusters Score -186085.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -186105.687500 Penalty: 3735.384033
	Iteration 13Q: 3 clusters Score -186105.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -186116.296875 Penalty: 3735.384033
	Iteration 14Q: 3 clusters Score -186116.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -186125.375000 Penalty: 3735.384033
	Iteration 15Q: 3 clusters Score -186125.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -186137.578125 Penalty: 3735.384033
	Iteration 16Q: 3 clusters Score -186137.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -186148.781250 Penalty: 3735.384033
	Iteration 17Q: 3 clusters Score -186148.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -186154.453125 Penalty: 3735.384033
	Iteration 18Q: 3 clusters Score -186154.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -186160.718750 Penalty: 3735.384033
	Iteration 19Q: 3 clusters Score -186160.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -186165.093750 Penalty: 3735.384033
	Iteration 20F: 3 clusters Score -186165.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -186167.734375 Penalty: 3735.384033
	Iteration 21Q: 3 clusters Score -186167.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -186169.234375 Penalty: 3735.384033
	Iteration 22Q: 3 clusters Score -186169.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -186171.921875 Penalty: 3735.384033
	Iteration 23Q: 3 clusters Score -186171.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -186177.343750 Penalty: 3735.384033
	Iteration 24Q: 3 clusters Score -186177.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -186182.609375 Penalty: 3735.384033
	Iteration 25Q: 3 clusters Score -186182.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -186184.078125 Penalty: 3735.384033
	Iteration 26Q: 3 clusters Score -186184.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -186185.468750 Penalty: 3735.384033
	Iteration 27Q: 3 clusters Score -186185.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -186187.093750 Penalty: 3735.384033
	Iteration 28Q: 3 clusters Score -186187.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -186190.375000 Penalty: 3735.384033
	Iteration 29Q: 3 clusters Score -186190.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -186190.375000 Penalty: 3735.384033
	Iteration 30F: 3 clusters Score -186190.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Entering Unmasked Estep 
Score: -407141.906250 Penalty: 2171.696289
	Iteration 0F: 2 clusters Score -407141.9 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 3099 members 
Entering Unmasked Estep 
Score: -401801.281250 Penalty: 4343.392578
	Iteration 0F: 3 clusters Score -401801.3 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -403525.656250 Penalty: 4343.392578
	Iteration 1F: 3 clusters Score -403525.7 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -404172.687500 Penalty: 4343.392578
	Iteration 2F: 3 clusters Score -404172.7 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -404842.312500 Penalty: 4343.392578
	Iteration 3F: 3 clusters Score -404842.3 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -405394.093750 Penalty: 4343.392578
	Iteration 4F: 3 clusters Score -405394.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -405799.718750 Penalty: 4343.392578
	Iteration 5F: 3 clusters Score -405799.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -406125.468750 Penalty: 4343.392578
	Iteration 6F: 3 clusters Score -406125.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -406320.906250 Penalty: 4343.392578
	Iteration 7Q: 3 clusters Score -406320.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -406431.343750 Penalty: 4343.392578
	Iteration 8Q: 3 clusters Score -406431.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -406481.875000 Penalty: 4343.392578
	Iteration 9Q: 3 clusters Score -406481.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -406519.281250 Penalty: 4343.392578
	Iteration 10Q: 3 clusters Score -406519.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -406553.218750 Penalty: 4343.392578
	Iteration 11Q: 3 clusters Score -406553.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -406586.843750 Penalty: 4343.392578
	Iteration 12Q: 3 clusters Score -406586.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -406609.625000 Penalty: 4343.392578
	Iteration 13Q: 3 clusters Score -406609.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -406633.156250 Penalty: 4343.392578
	Iteration 14Q: 3 clusters Score -406633.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -406651.593750 Penalty: 4343.392578
	Iteration 15Q: 3 clusters Score -406651.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -406659.531250 Penalty: 4343.392578
	Iteration 16Q: 3 clusters Score -406659.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -406667.031250 Penalty: 4343.392578
	Iteration 17Q: 3 clusters Score -406667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -406673.687500 Penalty: 4343.392578
	Iteration 18Q: 3 clusters Score -406673.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -406681.218750 Penalty: 4343.392578
	Iteration 19Q: 3 clusters Score -406681.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -406687.812500 Penalty: 4343.392578
	Iteration 20F: 3 clusters Score -406687.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -406693.937500 Penalty: 4343.392578
	Iteration 21Q: 3 clusters Score -406693.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -406696.750000 Penalty: 4343.392578
	Iteration 22Q: 3 clusters Score -406696.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -406700.500000 Penalty: 4343.392578
	Iteration 23Q: 3 clusters Score -406700.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -406701.500000 Penalty: 4343.392578
	Iteration 24Q: 3 clusters Score -406701.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -406703.406250 Penalty: 4343.392578
	Iteration 25Q: 3 clusters Score -406703.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -406705.906250 Penalty: 4343.392578
	Iteration 26Q: 3 clusters Score -406705.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -406707.593750 Penalty: 4343.392578
	Iteration 27Q: 3 clusters Score -406707.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -406708.281250 Penalty: 4343.392578
	Iteration 28Q: 3 clusters Score -406708.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -406708.937500 Penalty: 4343.392578
	Iteration 29Q: 3 clusters Score -406708.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -406710.343750 Penalty: 4343.392578
	Iteration 30Q: 3 clusters Score -406710.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -406712.531250 Penalty: 4343.392578
	Iteration 31Q: 3 clusters Score -406712.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -406717.343750 Penalty: 4343.392578
	Iteration 32Q: 3 clusters Score -406717.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -406719.218750 Penalty: 4343.392578
	Iteration 33Q: 3 clusters Score -406719.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -406721.281250 Penalty: 4343.392578
	Iteration 34Q: 3 clusters Score -406721.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -406721.718750 Penalty: 4343.392578
	Iteration 35Q: 3 clusters Score -406721.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -406721.718750 Penalty: 4343.392578
	Iteration 36F: 3 clusters Score -406721.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -70694.570312 Penalty: 1630.272583
	Iteration 0F: 2 clusters Score -70694.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -68984.148438 Penalty: 3260.545166
	Iteration 0F: 3 clusters Score -68984.15 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -69219.296875 Penalty: 3260.545166
	Iteration 1F: 3 clusters Score -69219.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -69289.960938 Penalty: 3260.545166
	Iteration 2F: 3 clusters Score -69289.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -69342.867188 Penalty: 3260.545166
	Iteration 3Q: 3 clusters Score -69342.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -69389.843750 Penalty: 3260.545166
	Iteration 4Q: 3 clusters Score -69389.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -69428.304688 Penalty: 3260.545166
	Iteration 5Q: 3 clusters Score -69428.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -69450.203125 Penalty: 3260.545166
	Iteration 6Q: 3 clusters Score -69450.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69469.171875 Penalty: 3260.545166
	Iteration 7Q: 3 clusters Score -69469.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69487.960938 Penalty: 3260.545166
	Iteration 8Q: 3 clusters Score -69487.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -69496.500000 Penalty: 3260.545166
	Iteration 9Q: 3 clusters Score -69496.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -69507.257812 Penalty: 3260.545166
	Iteration 10Q: 3 clusters Score -69507.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -69522.851562 Penalty: 3260.545166
	Iteration 11Q: 3 clusters Score -69522.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -69536.703125 Penalty: 3260.545166
	Iteration 12Q: 3 clusters Score -69536.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -69547.757812 Penalty: 3260.545166
	Iteration 13Q: 3 clusters Score -69547.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -69578.476562 Penalty: 3260.545166
	Iteration 14Q: 3 clusters Score -69578.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -69615.921875 Penalty: 3260.545166
	Iteration 15Q: 3 clusters Score -69615.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -69650.351562 Penalty: 3260.545166
	Iteration 16Q: 3 clusters Score -69650.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -69703.085938 Penalty: 3260.545166
	Iteration 17Q: 3 clusters Score -69703.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -69740.656250 Penalty: 3260.545166
	Iteration 18Q: 3 clusters Score -69740.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -69779.976562 Penalty: 3260.545166
	Iteration 19Q: 3 clusters Score -69779.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69802.304688 Penalty: 3260.545166
	Iteration 20F: 3 clusters Score -69802.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -69840.335938 Penalty: 3260.545166
	Iteration 21Q: 3 clusters Score -69840.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -69857.093750 Penalty: 3260.545166
	Iteration 22Q: 3 clusters Score -69857.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -69876.835938 Penalty: 3260.545166
	Iteration 23Q: 3 clusters Score -69876.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -69888.531250 Penalty: 3260.545166
	Iteration 24Q: 3 clusters Score -69888.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -69903.351562 Penalty: 3260.545166
	Iteration 25Q: 3 clusters Score -69903.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -69921.140625 Penalty: 3260.545166
	Iteration 26Q: 3 clusters Score -69921.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -69936.101562 Penalty: 3260.545166
	Iteration 27Q: 3 clusters Score -69936.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69940.632812 Penalty: 3260.545166
	Iteration 28Q: 3 clusters Score -69940.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69940.632812 Penalty: 3260.545166
	Iteration 29F: 3 clusters Score -69940.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (90172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90172 members 
Entering Unmasked Estep 
Score: -9834055.000000 Penalty: 2829.549561
	Iteration 0F: 2 clusters Score -9834055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -9773873.000000 Penalty: 5659.099121
	Iteration 0F: 3 clusters Score -9773873 nChanged 42365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -9798498.000000 Penalty: 5659.099121
	Iteration 1F: 3 clusters Score -9798498 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -9799393.000000 Penalty: 5659.099121
	Iteration 2Q: 3 clusters Score -9799393 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -9800262.000000 Penalty: 5659.099121
	Iteration 3Q: 3 clusters Score -9800262 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45318 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
Score: -9801219.000000 Penalty: 5659.099121
	Iteration 4Q: 3 clusters Score -9801219 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -9802257.000000 Penalty: 5659.099121
	Iteration 5Q: 3 clusters Score -9802257 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 44010 members 
Entering Unmasked Estep 
Score: -9803307.000000 Penalty: 5659.099121
	Iteration 6Q: 3 clusters Score -9803307 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -9804354.000000 Penalty: 5659.099121
	Iteration 7Q: 3 clusters Score -9804354 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -9805866.000000 Penalty: 5659.099121
	Iteration 8Q: 3 clusters Score -9805866 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50152 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -9807692.000000 Penalty: 5659.099121
	Iteration 9Q: 3 clusters Score -9807692 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52411 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -9810112.000000 Penalty: 5659.099121
	Iteration 10Q: 3 clusters Score -9810112 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -9812941.000000 Penalty: 5659.099121
	Iteration 11F: 3 clusters Score -9812941 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57584 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -9815605.000000 Penalty: 5659.099121
	Iteration 12F: 3 clusters Score -9815605 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59993 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -9817568.000000 Penalty: 5659.099121
	Iteration 13Q: 3 clusters Score -9817568 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62082 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -9818790.000000 Penalty: 5659.099121
	Iteration 14Q: 3 clusters Score -9818790 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63932 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -9819627.000000 Penalty: 5659.099121
	Iteration 15Q: 3 clusters Score -9819627 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65662 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -9820232.000000 Penalty: 5659.099121
	Iteration 16Q: 3 clusters Score -9820232 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67428 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -9820894.000000 Penalty: 5659.099121
	Iteration 17Q: 3 clusters Score -9820894 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69162 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -9821600.000000 Penalty: 5659.099121
	Iteration 18Q: 3 clusters Score -9821600 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70947 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -9822343.000000 Penalty: 5659.099121
	Iteration 19Q: 3 clusters Score -9822343 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72753 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -9823034.000000 Penalty: 5659.099121
	Iteration 20F: 3 clusters Score -9823034 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74532 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -9823746.000000 Penalty: 5659.099121
	Iteration 21Q: 3 clusters Score -9823746 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76315 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -9824541.000000 Penalty: 5659.099121
	Iteration 22Q: 3 clusters Score -9824541 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78054 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -9825376.000000 Penalty: 5659.099121
	Iteration 23Q: 3 clusters Score -9825376 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79829 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -9826332.000000 Penalty: 5659.099121
	Iteration 24Q: 3 clusters Score -9826332 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81523 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -9827270.000000 Penalty: 5659.099121
	Iteration 25Q: 3 clusters Score -9827270 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83029 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -9828182.000000 Penalty: 5659.099121
	Iteration 26Q: 3 clusters Score -9828182 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84409 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -9828993.000000 Penalty: 5659.099121
	Iteration 27Q: 3 clusters Score -9828993 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85532 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -9829662.000000 Penalty: 5659.099121
	Iteration 28Q: 3 clusters Score -9829662 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86426 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -9830225.000000 Penalty: 5659.099121
	Iteration 29Q: 3 clusters Score -9830225 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87171 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -9830616.000000 Penalty: 5659.099121
	Iteration 30Q: 3 clusters Score -9830616 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87727 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -9830965.000000 Penalty: 5659.099121
	Iteration 31Q: 3 clusters Score -9830965 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88108 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -9831149.000000 Penalty: 5659.099121
	Iteration 32Q: 3 clusters Score -9831149 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88407 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -9831346.000000 Penalty: 5659.099121
	Iteration 33Q: 3 clusters Score -9831346 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88601 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -9831441.000000 Penalty: 5659.099121
	Iteration 34Q: 3 clusters Score -9831441 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88747 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -9831523.000000 Penalty: 5659.099121
	Iteration 35Q: 3 clusters Score -9831523 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88849 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -9831579.000000 Penalty: 5659.099121
	Iteration 36Q: 3 clusters Score -9831579 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88930 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -9831600.000000 Penalty: 5659.099121
	Iteration 37Q: 3 clusters Score -9831600 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88980 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -9831618.000000 Penalty: 5659.099121
	Iteration 38Q: 3 clusters Score -9831618 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89019 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -9831637.000000 Penalty: 5659.099121
	Iteration 39Q: 3 clusters Score -9831637 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89048 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -9831633.000000 Penalty: 5659.099121
	Iteration 40F: 3 clusters Score -9831633 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89076 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -9831622.000000 Penalty: 5659.099121
	Iteration 41Q: 3 clusters Score -9831622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89099 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -9831639.000000 Penalty: 5659.099121
	Iteration 42Q: 3 clusters Score -9831639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89116 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -9831656.000000 Penalty: 5659.099121
	Iteration 43Q: 3 clusters Score -9831656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89127 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -9831654.000000 Penalty: 5659.099121
	Iteration 44Q: 3 clusters Score -9831654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89140 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -9831650.000000 Penalty: 5659.099121
	Iteration 45Q: 3 clusters Score -9831650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89159 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -9831668.000000 Penalty: 5659.099121
	Iteration 46Q: 3 clusters Score -9831668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89169 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -9831670.000000 Penalty: 5659.099121
	Iteration 47Q: 3 clusters Score -9831670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89177 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -9831690.000000 Penalty: 5659.099121
	Iteration 48Q: 3 clusters Score -9831690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89184 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -9831705.000000 Penalty: 5659.099121
	Iteration 49Q: 3 clusters Score -9831705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89189 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -9831695.000000 Penalty: 5659.099121
	Iteration 50Q: 3 clusters Score -9831695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89195 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -9831706.000000 Penalty: 5659.099121
	Iteration 51Q: 3 clusters Score -9831706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89199 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -9831707.000000 Penalty: 5659.099121
	Iteration 52Q: 3 clusters Score -9831707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89205 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -9831715.000000 Penalty: 5659.099121
	Iteration 53Q: 3 clusters Score -9831715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89207 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -9831726.000000 Penalty: 5659.099121
	Iteration 54Q: 3 clusters Score -9831726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89212 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -9831725.000000 Penalty: 5659.099121
	Iteration 55Q: 3 clusters Score -9831725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89215 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -9831727.000000 Penalty: 5659.099121
	Iteration 56Q: 3 clusters Score -9831727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89217 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -9831730.000000 Penalty: 5659.099121
	Iteration 57Q: 3 clusters Score -9831730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89217 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -9831734.000000 Penalty: 5659.099121
	Iteration 58Q: 3 clusters Score -9831734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89218 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -9831733.000000 Penalty: 5659.099121
	Iteration 59Q: 3 clusters Score -9831733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89220 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -9831735.000000 Penalty: 5659.099121
	Iteration 60F: 3 clusters Score -9831735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Entering Unmasked Estep 
Score: -666678.125000 Penalty: 2247.336426
	Iteration 0F: 2 clusters Score -666678.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -659933.250000 Penalty: 4494.672852
	Iteration 0F: 3 clusters Score -659933.2 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -661884.500000 Penalty: 4494.672852
	Iteration 1F: 3 clusters Score -661884.5 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -662196.812500 Penalty: 4494.672852
	Iteration 2F: 3 clusters Score -662196.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -662477.312500 Penalty: 4494.672852
	Iteration 3F: 3 clusters Score -662477.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -662737.250000 Penalty: 4494.672852
	Iteration 4F: 3 clusters Score -662737.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -662990.125000 Penalty: 4494.672852
	Iteration 5Q: 3 clusters Score -662990.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -663232.750000 Penalty: 4494.672852
	Iteration 6Q: 3 clusters Score -663232.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -663523.562500 Penalty: 4494.672852
	Iteration 7Q: 3 clusters Score -663523.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -663913.187500 Penalty: 4494.672852
	Iteration 8F: 3 clusters Score -663913.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -664298.187500 Penalty: 4494.672852
	Iteration 9F: 3 clusters Score -664298.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -664576.937500 Penalty: 4494.672852
	Iteration 10Q: 3 clusters Score -664576.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -664815.000000 Penalty: 4494.672852
	Iteration 11Q: 3 clusters Score -664815 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -664985.562500 Penalty: 4494.672852
	Iteration 12Q: 3 clusters Score -664985.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -665153.625000 Penalty: 4494.672852
	Iteration 13Q: 3 clusters Score -665153.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -665331.937500 Penalty: 4494.672852
	Iteration 14Q: 3 clusters Score -665331.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -665471.375000 Penalty: 4494.672852
	Iteration 15Q: 3 clusters Score -665471.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -665555.000000 Penalty: 4494.672852
	Iteration 16Q: 3 clusters Score -665555 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -665621.000000 Penalty: 4494.672852
	Iteration 17Q: 3 clusters Score -665621 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -665673.812500 Penalty: 4494.672852
	Iteration 18Q: 3 clusters Score -665673.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -665713.500000 Penalty: 4494.672852
	Iteration 19Q: 3 clusters Score -665713.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -665749.250000 Penalty: 4494.672852
	Iteration 20F: 3 clusters Score -665749.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -665775.937500 Penalty: 4494.672852
	Iteration 21Q: 3 clusters Score -665775.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -665793.562500 Penalty: 4494.672852
	Iteration 22Q: 3 clusters Score -665793.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -665810.812500 Penalty: 4494.672852
	Iteration 23Q: 3 clusters Score -665810.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -665827.000000 Penalty: 4494.672852
	Iteration 24Q: 3 clusters Score -665827 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -665836.375000 Penalty: 4494.672852
	Iteration 25Q: 3 clusters Score -665836.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -665847.125000 Penalty: 4494.672852
	Iteration 26Q: 3 clusters Score -665847.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -665853.812500 Penalty: 4494.672852
	Iteration 27Q: 3 clusters Score -665853.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -665861.750000 Penalty: 4494.672852
	Iteration 28Q: 3 clusters Score -665861.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -665867.375000 Penalty: 4494.672852
	Iteration 29Q: 3 clusters Score -665867.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -665870.562500 Penalty: 4494.672852
	Iteration 30Q: 3 clusters Score -665870.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -665876.312500 Penalty: 4494.672852
	Iteration 31Q: 3 clusters Score -665876.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -665880.625000 Penalty: 4494.672852
	Iteration 32Q: 3 clusters Score -665880.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -665883.062500 Penalty: 4494.672852
	Iteration 33Q: 3 clusters Score -665883.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -665885.062500 Penalty: 4494.672852
	Iteration 34Q: 3 clusters Score -665885.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -665886.750000 Penalty: 4494.672852
	Iteration 35Q: 3 clusters Score -665886.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -665888.812500 Penalty: 4494.672852
	Iteration 36Q: 3 clusters Score -665888.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -665893.187500 Penalty: 4494.672852
	Iteration 37Q: 3 clusters Score -665893.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -665896.187500 Penalty: 4494.672852
	Iteration 38Q: 3 clusters Score -665896.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -665903.750000 Penalty: 4494.672852
	Iteration 39Q: 3 clusters Score -665903.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -665908.625000 Penalty: 4494.672852
	Iteration 40F: 3 clusters Score -665908.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -665912.375000 Penalty: 4494.672852
	Iteration 41Q: 3 clusters Score -665912.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -665916.625000 Penalty: 4494.672852
	Iteration 42Q: 3 clusters Score -665916.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -665919.312500 Penalty: 4494.672852
	Iteration 43Q: 3 clusters Score -665919.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -665924.375000 Penalty: 4494.672852
	Iteration 44Q: 3 clusters Score -665924.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -665923.875000 Penalty: 4494.672852
	Iteration 45Q: 3 clusters Score -665923.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -665925.812500 Penalty: 4494.672852
	Iteration 46Q: 3 clusters Score -665925.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -665928.750000 Penalty: 4494.672852
	Iteration 47Q: 3 clusters Score -665928.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -665934.750000 Penalty: 4494.672852
	Iteration 48Q: 3 clusters Score -665934.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -665935.875000 Penalty: 4494.672852
	Iteration 49Q: 3 clusters Score -665935.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -665938.750000 Penalty: 4494.672852
	Iteration 50Q: 3 clusters Score -665938.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -665942.687500 Penalty: 4494.672852
	Iteration 51Q: 3 clusters Score -665942.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -665944.625000 Penalty: 4494.672852
	Iteration 52Q: 3 clusters Score -665944.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -665948.000000 Penalty: 4494.672852
	Iteration 53Q: 3 clusters Score -665948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -665953.125000 Penalty: 4494.672852
	Iteration 54Q: 3 clusters Score -665953.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -665962.125000 Penalty: 4494.672852
	Iteration 55Q: 3 clusters Score -665962.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -665972.937500 Penalty: 4494.672852
	Iteration 56Q: 3 clusters Score -665972.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -665981.000000 Penalty: 4494.672852
	Iteration 57Q: 3 clusters Score -665981 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -665994.500000 Penalty: 4494.672852
	Iteration 58Q: 3 clusters Score -665994.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -666007.625000 Penalty: 4494.672852
	Iteration 59Q: 3 clusters Score -666007.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -666024.062500 Penalty: 4494.672852
	Iteration 60F: 3 clusters Score -666024.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -666047.000000 Penalty: 4494.672852
	Iteration 61Q: 3 clusters Score -666047 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -666068.937500 Penalty: 4494.672852
	Iteration 62Q: 3 clusters Score -666068.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -666085.000000 Penalty: 4494.672852
	Iteration 63Q: 3 clusters Score -666085 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -666097.937500 Penalty: 4494.672852
	Iteration 64Q: 3 clusters Score -666097.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -666105.875000 Penalty: 4494.672852
	Iteration 65Q: 3 clusters Score -666105.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -666116.750000 Penalty: 4494.672852
	Iteration 66Q: 3 clusters Score -666116.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -666126.250000 Penalty: 4494.672852
	Iteration 67Q: 3 clusters Score -666126.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -666132.750000 Penalty: 4494.672852
	Iteration 68Q: 3 clusters Score -666132.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -666140.500000 Penalty: 4494.672852
	Iteration 69Q: 3 clusters Score -666140.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -666145.437500 Penalty: 4494.672852
	Iteration 70Q: 3 clusters Score -666145.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -666147.125000 Penalty: 4494.672852
	Iteration 71Q: 3 clusters Score -666147.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -666150.250000 Penalty: 4494.672852
	Iteration 72Q: 3 clusters Score -666150.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -666149.937500 Penalty: 4494.672852
	Iteration 73Q: 3 clusters Score -666149.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -666150.812500 Penalty: 4494.672852
	Iteration 74Q: 3 clusters Score -666150.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -666152.000000 Penalty: 4494.672852
	Iteration 75Q: 3 clusters Score -666152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -666152.000000 Penalty: 4494.672852
	Iteration 76F: 3 clusters Score -666152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Entering Unmasked Estep 
Score: -3385148.250000 Penalty: 2566.974121
	Iteration 0F: 2 clusters Score -3385148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -3363813.500000 Penalty: 5133.948242
	Iteration 0F: 3 clusters Score -3363814 nChanged 14085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -3371329.000000 Penalty: 5133.948242
	Iteration 1F: 3 clusters Score -3371329 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -3371877.500000 Penalty: 5133.948242
	Iteration 2Q: 3 clusters Score -3371878 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -3372405.250000 Penalty: 5133.948242
	Iteration 3Q: 3 clusters Score -3372405 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -3372970.500000 Penalty: 5133.948242
	Iteration 4Q: 3 clusters Score -3372970 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -3373556.500000 Penalty: 5133.948242
	Iteration 5Q: 3 clusters Score -3373556 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -3374274.750000 Penalty: 5133.948242
	Iteration 6Q: 3 clusters Score -3374275 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -3375134.750000 Penalty: 5133.948242
	Iteration 7F: 3 clusters Score -3375135 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -3376187.250000 Penalty: 5133.948242
	Iteration 8F: 3 clusters Score -3376187 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -3377446.750000 Penalty: 5133.948242
	Iteration 9F: 3 clusters Score -3377447 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -3378739.000000 Penalty: 5133.948242
	Iteration 10F: 3 clusters Score -3378739 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -3379892.750000 Penalty: 5133.948242
	Iteration 11Q: 3 clusters Score -3379893 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -3380893.750000 Penalty: 5133.948242
	Iteration 12Q: 3 clusters Score -3380894 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -3381574.500000 Penalty: 5133.948242
	Iteration 13Q: 3 clusters Score -3381574 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -3381968.000000 Penalty: 5133.948242
	Iteration 14Q: 3 clusters Score -3381968 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -3382232.250000 Penalty: 5133.948242
	Iteration 15Q: 3 clusters Score -3382232 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -3382424.750000 Penalty: 5133.948242
	Iteration 16Q: 3 clusters Score -3382425 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -3382585.750000 Penalty: 5133.948242
	Iteration 17Q: 3 clusters Score -3382586 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -3382683.250000 Penalty: 5133.948242
	Iteration 18Q: 3 clusters Score -3382683 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -3382798.750000 Penalty: 5133.948242
	Iteration 19Q: 3 clusters Score -3382799 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -3382904.750000 Penalty: 5133.948242
	Iteration 20F: 3 clusters Score -3382905 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -3382993.250000 Penalty: 5133.948242
	Iteration 21Q: 3 clusters Score -3382993 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -3383106.500000 Penalty: 5133.948242
	Iteration 22Q: 3 clusters Score -3383106 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -3383192.000000 Penalty: 5133.948242
	Iteration 23Q: 3 clusters Score -3383192 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -3383234.000000 Penalty: 5133.948242
	Iteration 24Q: 3 clusters Score -3383234 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -3383258.750000 Penalty: 5133.948242
	Iteration 25Q: 3 clusters Score -3383259 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -3383294.750000 Penalty: 5133.948242
	Iteration 26Q: 3 clusters Score -3383295 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -3383307.750000 Penalty: 5133.948242
	Iteration 27Q: 3 clusters Score -3383308 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -3383324.500000 Penalty: 5133.948242
	Iteration 28Q: 3 clusters Score -3383324 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -3383343.250000 Penalty: 5133.948242
	Iteration 29Q: 3 clusters Score -3383343 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -3383357.750000 Penalty: 5133.948242
	Iteration 30Q: 3 clusters Score -3383358 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -3383366.000000 Penalty: 5133.948242
	Iteration 31Q: 3 clusters Score -3383366 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -3383382.000000 Penalty: 5133.948242
	Iteration 32Q: 3 clusters Score -3383382 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -3383394.000000 Penalty: 5133.948242
	Iteration 33Q: 3 clusters Score -3383394 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -3383391.000000 Penalty: 5133.948242
	Iteration 34Q: 3 clusters Score -3383391 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -3383397.750000 Penalty: 5133.948242
	Iteration 35Q: 3 clusters Score -3383398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -3383398.500000 Penalty: 5133.948242
	Iteration 36Q: 3 clusters Score -3383398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -3383394.750000 Penalty: 5133.948242
	Iteration 37Q: 3 clusters Score -3383395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -3383407.500000 Penalty: 5133.948242
	Iteration 38Q: 3 clusters Score -3383408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -3383409.500000 Penalty: 5133.948242
	Iteration 39Q: 3 clusters Score -3383410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -3383421.250000 Penalty: 5133.948242
	Iteration 40F: 3 clusters Score -3383421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -3383428.500000 Penalty: 5133.948242
	Iteration 41Q: 3 clusters Score -3383428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -3383425.750000 Penalty: 5133.948242
	Iteration 42Q: 3 clusters Score -3383426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -3383429.750000 Penalty: 5133.948242
	Iteration 43Q: 3 clusters Score -3383430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -3383432.250000 Penalty: 5133.948242
	Iteration 44Q: 3 clusters Score -3383432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -3383433.000000 Penalty: 5133.948242
	Iteration 45Q: 3 clusters Score -3383433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -3383431.500000 Penalty: 5133.948242
	Iteration 46Q: 3 clusters Score -3383432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -3383430.250000 Penalty: 5133.948242
	Iteration 47Q: 3 clusters Score -3383430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -3383432.250000 Penalty: 5133.948242
	Iteration 48Q: 3 clusters Score -3383432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -3383436.500000 Penalty: 5133.948242
	Iteration 49Q: 3 clusters Score -3383436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -3383435.500000 Penalty: 5133.948242
	Iteration 50Q: 3 clusters Score -3383436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -3383434.750000 Penalty: 5133.948242
	Iteration 51Q: 3 clusters Score -3383435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -3383436.750000 Penalty: 5133.948242
	Iteration 52Q: 3 clusters Score -3383437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -3383435.750000 Penalty: 5133.948242
	Iteration 53Q: 3 clusters Score -3383436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -3383435.750000 Penalty: 5133.948242
	Iteration 54F: 3 clusters Score -3383436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Entering Unmasked Estep 
Score: -623002.250000 Penalty: 2175.760986
	Iteration 0F: 2 clusters Score -623002.2 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 3250 members 
Entering Unmasked Estep 
Score: -617550.750000 Penalty: 4351.521973
	Iteration 0F: 3 clusters Score -617550.8 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -618978.687500 Penalty: 4351.521973
	Iteration 1F: 3 clusters Score -618978.7 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -619240.625000 Penalty: 4351.521973
	Iteration 2F: 3 clusters Score -619240.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -619419.500000 Penalty: 4351.521973
	Iteration 3F: 3 clusters Score -619419.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -619579.312500 Penalty: 4351.521973
	Iteration 4Q: 3 clusters Score -619579.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -619717.062500 Penalty: 4351.521973
	Iteration 5Q: 3 clusters Score -619717.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -619864.375000 Penalty: 4351.521973
	Iteration 6Q: 3 clusters Score -619864.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -620023.562500 Penalty: 4351.521973
	Iteration 7Q: 3 clusters Score -620023.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -620172.312500 Penalty: 4351.521973
	Iteration 8Q: 3 clusters Score -620172.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -620313.187500 Penalty: 4351.521973
	Iteration 9Q: 3 clusters Score -620313.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -620461.437500 Penalty: 4351.521973
	Iteration 10Q: 3 clusters Score -620461.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -620588.625000 Penalty: 4351.521973
	Iteration 11Q: 3 clusters Score -620588.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -620709.250000 Penalty: 4351.521973
	Iteration 12Q: 3 clusters Score -620709.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -620821.500000 Penalty: 4351.521973
	Iteration 13Q: 3 clusters Score -620821.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -620893.875000 Penalty: 4351.521973
	Iteration 14Q: 3 clusters Score -620893.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -620946.000000 Penalty: 4351.521973
	Iteration 15Q: 3 clusters Score -620946 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -620986.562500 Penalty: 4351.521973
	Iteration 16Q: 3 clusters Score -620986.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -621008.812500 Penalty: 4351.521973
	Iteration 17Q: 3 clusters Score -621008.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -621032.500000 Penalty: 4351.521973
	Iteration 18Q: 3 clusters Score -621032.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -621049.937500 Penalty: 4351.521973
	Iteration 19Q: 3 clusters Score -621049.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -621060.500000 Penalty: 4351.521973
	Iteration 20F: 3 clusters Score -621060.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -621073.125000 Penalty: 4351.521973
	Iteration 21Q: 3 clusters Score -621073.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -621082.437500 Penalty: 4351.521973
	Iteration 22Q: 3 clusters Score -621082.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -621091.812500 Penalty: 4351.521973
	Iteration 23Q: 3 clusters Score -621091.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -621102.125000 Penalty: 4351.521973
	Iteration 24Q: 3 clusters Score -621102.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -621114.500000 Penalty: 4351.521973
	Iteration 25Q: 3 clusters Score -621114.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -621129.437500 Penalty: 4351.521973
	Iteration 26Q: 3 clusters Score -621129.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -621143.125000 Penalty: 4351.521973
	Iteration 27Q: 3 clusters Score -621143.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -621163.125000 Penalty: 4351.521973
	Iteration 28Q: 3 clusters Score -621163.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -621180.312500 Penalty: 4351.521973
	Iteration 29Q: 3 clusters Score -621180.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -621198.812500 Penalty: 4351.521973
	Iteration 30Q: 3 clusters Score -621198.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -621206.625000 Penalty: 4351.521973
	Iteration 31Q: 3 clusters Score -621206.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -621213.750000 Penalty: 4351.521973
	Iteration 32Q: 3 clusters Score -621213.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -621223.812500 Penalty: 4351.521973
	Iteration 33Q: 3 clusters Score -621223.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -621229.875000 Penalty: 4351.521973
	Iteration 34Q: 3 clusters Score -621229.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -621238.187500 Penalty: 4351.521973
	Iteration 35Q: 3 clusters Score -621238.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -621249.375000 Penalty: 4351.521973
	Iteration 36Q: 3 clusters Score -621249.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -621256.875000 Penalty: 4351.521973
	Iteration 37Q: 3 clusters Score -621256.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -621265.062500 Penalty: 4351.521973
	Iteration 38Q: 3 clusters Score -621265.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -621272.937500 Penalty: 4351.521973
	Iteration 39Q: 3 clusters Score -621272.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -621282.875000 Penalty: 4351.521973
	Iteration 40F: 3 clusters Score -621282.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -621292.250000 Penalty: 4351.521973
	Iteration 41Q: 3 clusters Score -621292.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -621296.312500 Penalty: 4351.521973
	Iteration 42Q: 3 clusters Score -621296.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -621302.000000 Penalty: 4351.521973
	Iteration 43Q: 3 clusters Score -621302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -621304.250000 Penalty: 4351.521973
	Iteration 44Q: 3 clusters Score -621304.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -621308.562500 Penalty: 4351.521973
	Iteration 45Q: 3 clusters Score -621308.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -621313.750000 Penalty: 4351.521973
	Iteration 46Q: 3 clusters Score -621313.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -621317.687500 Penalty: 4351.521973
	Iteration 47Q: 3 clusters Score -621317.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -621321.125000 Penalty: 4351.521973
	Iteration 48Q: 3 clusters Score -621321.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -621323.750000 Penalty: 4351.521973
	Iteration 49Q: 3 clusters Score -621323.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -621324.375000 Penalty: 4351.521973
	Iteration 50Q: 3 clusters Score -621324.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -621326.437500 Penalty: 4351.521973
	Iteration 51Q: 3 clusters Score -621326.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -621329.500000 Penalty: 4351.521973
	Iteration 52Q: 3 clusters Score -621329.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -621330.812500 Penalty: 4351.521973
	Iteration 53Q: 3 clusters Score -621330.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -621331.187500 Penalty: 4351.521973
	Iteration 54Q: 3 clusters Score -621331.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -621332.625000 Penalty: 4351.521973
	Iteration 55Q: 3 clusters Score -621332.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -621333.750000 Penalty: 4351.521973
	Iteration 56Q: 3 clusters Score -621333.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -621335.187500 Penalty: 4351.521973
	Iteration 57Q: 3 clusters Score -621335.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -621336.750000 Penalty: 4351.521973
	Iteration 58Q: 3 clusters Score -621336.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -621335.000000 Penalty: 4351.521973
	Iteration 59Q: 3 clusters Score -621335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -621337.437500 Penalty: 4351.521973
	Iteration 60F: 3 clusters Score -621337.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -621337.312500 Penalty: 4351.521973
	Iteration 61Q: 3 clusters Score -621337.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -621337.562500 Penalty: 4351.521973
	Iteration 62Q: 3 clusters Score -621337.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -621339.000000 Penalty: 4351.521973
	Iteration 63Q: 3 clusters Score -621339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -621339.187500 Penalty: 4351.521973
	Iteration 64Q: 3 clusters Score -621339.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -621339.500000 Penalty: 4351.521973
	Iteration 65Q: 3 clusters Score -621339.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -621341.062500 Penalty: 4351.521973
	Iteration 66Q: 3 clusters Score -621341.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -621341.062500 Penalty: 4351.521973
	Iteration 67F: 3 clusters Score -621341.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Entering Unmasked Estep 
Score: -467055.281250 Penalty: 2092.446289
	Iteration 0F: 2 clusters Score -467055.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -462820.687500 Penalty: 4184.892578
	Iteration 0F: 3 clusters Score -462820.7 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -463896.656250 Penalty: 4184.892578
	Iteration 1F: 3 clusters Score -463896.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -464156.187500 Penalty: 4184.892578
	Iteration 2F: 3 clusters Score -464156.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -464295.093750 Penalty: 4184.892578
	Iteration 3F: 3 clusters Score -464295.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -464384.437500 Penalty: 4184.892578
	Iteration 4Q: 3 clusters Score -464384.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -464466.906250 Penalty: 4184.892578
	Iteration 5Q: 3 clusters Score -464466.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -464544.406250 Penalty: 4184.892578
	Iteration 6Q: 3 clusters Score -464544.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -464617.812500 Penalty: 4184.892578
	Iteration 7Q: 3 clusters Score -464617.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -464688.062500 Penalty: 4184.892578
	Iteration 8Q: 3 clusters Score -464688.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -464744.750000 Penalty: 4184.892578
	Iteration 9Q: 3 clusters Score -464744.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -464783.031250 Penalty: 4184.892578
	Iteration 10Q: 3 clusters Score -464783 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -464823.937500 Penalty: 4184.892578
	Iteration 11Q: 3 clusters Score -464823.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -464860.968750 Penalty: 4184.892578
	Iteration 12Q: 3 clusters Score -464861 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -464887.812500 Penalty: 4184.892578
	Iteration 13Q: 3 clusters Score -464887.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -464907.656250 Penalty: 4184.892578
	Iteration 14Q: 3 clusters Score -464907.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -464930.000000 Penalty: 4184.892578
	Iteration 15Q: 3 clusters Score -464930 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -464950.750000 Penalty: 4184.892578
	Iteration 16Q: 3 clusters Score -464950.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -464972.812500 Penalty: 4184.892578
	Iteration 17Q: 3 clusters Score -464972.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -464995.062500 Penalty: 4184.892578
	Iteration 18Q: 3 clusters Score -464995.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -465010.625000 Penalty: 4184.892578
	Iteration 19Q: 3 clusters Score -465010.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -465025.406250 Penalty: 4184.892578
	Iteration 20F: 3 clusters Score -465025.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -465041.718750 Penalty: 4184.892578
	Iteration 21Q: 3 clusters Score -465041.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -465055.906250 Penalty: 4184.892578
	Iteration 22Q: 3 clusters Score -465055.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -465072.031250 Penalty: 4184.892578
	Iteration 23Q: 3 clusters Score -465072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -465091.687500 Penalty: 4184.892578
	Iteration 24Q: 3 clusters Score -465091.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -465110.312500 Penalty: 4184.892578
	Iteration 25Q: 3 clusters Score -465110.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -465119.593750 Penalty: 4184.892578
	Iteration 26Q: 3 clusters Score -465119.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -465131.875000 Penalty: 4184.892578
	Iteration 27Q: 3 clusters Score -465131.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -465145.125000 Penalty: 4184.892578
	Iteration 28Q: 3 clusters Score -465145.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -465159.656250 Penalty: 4184.892578
	Iteration 29Q: 3 clusters Score -465159.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -465182.250000 Penalty: 4184.892578
	Iteration 30Q: 3 clusters Score -465182.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -465197.281250 Penalty: 4184.892578
	Iteration 31Q: 3 clusters Score -465197.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -465212.093750 Penalty: 4184.892578
	Iteration 32Q: 3 clusters Score -465212.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -465225.468750 Penalty: 4184.892578
	Iteration 33Q: 3 clusters Score -465225.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -465236.843750 Penalty: 4184.892578
	Iteration 34Q: 3 clusters Score -465236.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -465248.093750 Penalty: 4184.892578
	Iteration 35Q: 3 clusters Score -465248.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -465261.875000 Penalty: 4184.892578
	Iteration 36Q: 3 clusters Score -465261.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -465272.968750 Penalty: 4184.892578
	Iteration 37Q: 3 clusters Score -465273 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -465283.843750 Penalty: 4184.892578
	Iteration 38Q: 3 clusters Score -465283.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -465299.281250 Penalty: 4184.892578
	Iteration 39Q: 3 clusters Score -465299.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -465312.187500 Penalty: 4184.892578
	Iteration 40F: 3 clusters Score -465312.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -465321.093750 Penalty: 4184.892578
	Iteration 41Q: 3 clusters Score -465321.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -465326.000000 Penalty: 4184.892578
	Iteration 42Q: 3 clusters Score -465326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -465330.781250 Penalty: 4184.892578
	Iteration 43Q: 3 clusters Score -465330.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -465338.031250 Penalty: 4184.892578
	Iteration 44Q: 3 clusters Score -465338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -465346.500000 Penalty: 4184.892578
	Iteration 45Q: 3 clusters Score -465346.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -465354.593750 Penalty: 4184.892578
	Iteration 46Q: 3 clusters Score -465354.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -465364.250000 Penalty: 4184.892578
	Iteration 47Q: 3 clusters Score -465364.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -465372.718750 Penalty: 4184.892578
	Iteration 48Q: 3 clusters Score -465372.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -465380.906250 Penalty: 4184.892578
	Iteration 49Q: 3 clusters Score -465380.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -465387.156250 Penalty: 4184.892578
	Iteration 50Q: 3 clusters Score -465387.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -465394.875000 Penalty: 4184.892578
	Iteration 51Q: 3 clusters Score -465394.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -465398.187500 Penalty: 4184.892578
	Iteration 52Q: 3 clusters Score -465398.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -465401.250000 Penalty: 4184.892578
	Iteration 53Q: 3 clusters Score -465401.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -465403.343750 Penalty: 4184.892578
	Iteration 54Q: 3 clusters Score -465403.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -465405.187500 Penalty: 4184.892578
	Iteration 55Q: 3 clusters Score -465405.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -465406.718750 Penalty: 4184.892578
	Iteration 56Q: 3 clusters Score -465406.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -465407.468750 Penalty: 4184.892578
	Iteration 57Q: 3 clusters Score -465407.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -465409.156250 Penalty: 4184.892578
	Iteration 58Q: 3 clusters Score -465409.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -465409.500000 Penalty: 4184.892578
	Iteration 59Q: 3 clusters Score -465409.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -465411.406250 Penalty: 4184.892578
	Iteration 60F: 3 clusters Score -465411.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -465413.875000 Penalty: 4184.892578
	Iteration 61Q: 3 clusters Score -465413.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -465416.468750 Penalty: 4184.892578
	Iteration 62Q: 3 clusters Score -465416.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -465417.687500 Penalty: 4184.892578
	Iteration 63Q: 3 clusters Score -465417.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -465421.500000 Penalty: 4184.892578
	Iteration 64Q: 3 clusters Score -465421.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -465423.187500 Penalty: 4184.892578
	Iteration 65Q: 3 clusters Score -465423.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -465428.000000 Penalty: 4184.892578
	Iteration 66Q: 3 clusters Score -465428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -465433.968750 Penalty: 4184.892578
	Iteration 67Q: 3 clusters Score -465434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -465437.656250 Penalty: 4184.892578
	Iteration 68Q: 3 clusters Score -465437.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -465443.125000 Penalty: 4184.892578
	Iteration 69Q: 3 clusters Score -465443.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -465449.343750 Penalty: 4184.892578
	Iteration 70Q: 3 clusters Score -465449.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -465457.000000 Penalty: 4184.892578
	Iteration 71Q: 3 clusters Score -465457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -465463.031250 Penalty: 4184.892578
	Iteration 72Q: 3 clusters Score -465463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -465471.968750 Penalty: 4184.892578
	Iteration 73Q: 3 clusters Score -465472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -465481.218750 Penalty: 4184.892578
	Iteration 74Q: 3 clusters Score -465481.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -465486.687500 Penalty: 4184.892578
	Iteration 75Q: 3 clusters Score -465486.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -465491.718750 Penalty: 4184.892578
	Iteration 76Q: 3 clusters Score -465491.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -465496.750000 Penalty: 4184.892578
	Iteration 77Q: 3 clusters Score -465496.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -465496.968750 Penalty: 4184.892578
	Iteration 78Q: 3 clusters Score -465497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -465496.843750 Penalty: 4184.892578
	Iteration 79Q: 3 clusters Score -465496.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -465498.968750 Penalty: 4184.892578
	Iteration 80F: 3 clusters Score -465499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -465498.312500 Penalty: 4184.892578
	Iteration 81Q: 3 clusters Score -465498.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -465498.687500 Penalty: 4184.892578
	Iteration 82Q: 3 clusters Score -465498.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -465498.687500 Penalty: 4184.892578
	Iteration 83F: 3 clusters Score -465498.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Entering Unmasked Estep 
Score: -974809.625000 Penalty: 2297.301514
	Iteration 0F: 2 clusters Score -974809.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -966726.625000 Penalty: 4594.603027
	Iteration 0F: 3 clusters Score -966726.6 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -969174.000000 Penalty: 4594.603027
	Iteration 1F: 3 clusters Score -969174 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -969603.687500 Penalty: 4594.603027
	Iteration 2F: 3 clusters Score -969603.7 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -969968.812500 Penalty: 4594.603027
	Iteration 3F: 3 clusters Score -969968.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -970212.062500 Penalty: 4594.603027
	Iteration 4F: 3 clusters Score -970212.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -970426.687500 Penalty: 4594.603027
	Iteration 5Q: 3 clusters Score -970426.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -970615.812500 Penalty: 4594.603027
	Iteration 6Q: 3 clusters Score -970615.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -970818.312500 Penalty: 4594.603027
	Iteration 7Q: 3 clusters Score -970818.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -970995.187500 Penalty: 4594.603027
	Iteration 8Q: 3 clusters Score -970995.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -971157.562500 Penalty: 4594.603027
	Iteration 9Q: 3 clusters Score -971157.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -971303.562500 Penalty: 4594.603027
	Iteration 10Q: 3 clusters Score -971303.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -971434.000000 Penalty: 4594.603027
	Iteration 11Q: 3 clusters Score -971434 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -971559.562500 Penalty: 4594.603027
	Iteration 12Q: 3 clusters Score -971559.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -971666.437500 Penalty: 4594.603027
	Iteration 13Q: 3 clusters Score -971666.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -971752.937500 Penalty: 4594.603027
	Iteration 14Q: 3 clusters Score -971752.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -971849.062500 Penalty: 4594.603027
	Iteration 15Q: 3 clusters Score -971849.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -971949.937500 Penalty: 4594.603027
	Iteration 16Q: 3 clusters Score -971949.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -972042.062500 Penalty: 4594.603027
	Iteration 17Q: 3 clusters Score -972042.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -972122.437500 Penalty: 4594.603027
	Iteration 18Q: 3 clusters Score -972122.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -972208.187500 Penalty: 4594.603027
	Iteration 19Q: 3 clusters Score -972208.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -972291.500000 Penalty: 4594.603027
	Iteration 20F: 3 clusters Score -972291.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -972369.687500 Penalty: 4594.603027
	Iteration 21Q: 3 clusters Score -972369.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -972445.500000 Penalty: 4594.603027
	Iteration 22Q: 3 clusters Score -972445.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -972508.875000 Penalty: 4594.603027
	Iteration 23Q: 3 clusters Score -972508.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -972574.687500 Penalty: 4594.603027
	Iteration 24Q: 3 clusters Score -972574.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -972622.500000 Penalty: 4594.603027
	Iteration 25Q: 3 clusters Score -972622.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -972661.125000 Penalty: 4594.603027
	Iteration 26Q: 3 clusters Score -972661.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -972705.187500 Penalty: 4594.603027
	Iteration 27Q: 3 clusters Score -972705.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -972744.375000 Penalty: 4594.603027
	Iteration 28Q: 3 clusters Score -972744.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -972788.312500 Penalty: 4594.603027
	Iteration 29Q: 3 clusters Score -972788.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -972831.062500 Penalty: 4594.603027
	Iteration 30Q: 3 clusters Score -972831.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -972862.312500 Penalty: 4594.603027
	Iteration 31Q: 3 clusters Score -972862.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -972887.437500 Penalty: 4594.603027
	Iteration 32Q: 3 clusters Score -972887.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -972912.062500 Penalty: 4594.603027
	Iteration 33Q: 3 clusters Score -972912.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -972925.625000 Penalty: 4594.603027
	Iteration 34Q: 3 clusters Score -972925.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -972942.062500 Penalty: 4594.603027
	Iteration 35Q: 3 clusters Score -972942.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -972954.375000 Penalty: 4594.603027
	Iteration 36Q: 3 clusters Score -972954.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -972966.875000 Penalty: 4594.603027
	Iteration 37Q: 3 clusters Score -972966.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -972979.125000 Penalty: 4594.603027
	Iteration 38Q: 3 clusters Score -972979.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -972987.875000 Penalty: 4594.603027
	Iteration 39Q: 3 clusters Score -972987.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -972992.312500 Penalty: 4594.603027
	Iteration 40F: 3 clusters Score -972992.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -972994.000000 Penalty: 4594.603027
	Iteration 41Q: 3 clusters Score -972994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -972997.312500 Penalty: 4594.603027
	Iteration 42Q: 3 clusters Score -972997.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -973004.625000 Penalty: 4594.603027
	Iteration 43Q: 3 clusters Score -973004.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -973011.250000 Penalty: 4594.603027
	Iteration 44Q: 3 clusters Score -973011.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -973016.437500 Penalty: 4594.603027
	Iteration 45Q: 3 clusters Score -973016.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -973019.875000 Penalty: 4594.603027
	Iteration 46Q: 3 clusters Score -973019.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -973021.062500 Penalty: 4594.603027
	Iteration 47Q: 3 clusters Score -973021.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -973023.937500 Penalty: 4594.603027
	Iteration 48Q: 3 clusters Score -973023.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -973026.062500 Penalty: 4594.603027
	Iteration 49Q: 3 clusters Score -973026.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -973028.375000 Penalty: 4594.603027
	Iteration 50Q: 3 clusters Score -973028.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -973030.437500 Penalty: 4594.603027
	Iteration 51Q: 3 clusters Score -973030.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -973036.375000 Penalty: 4594.603027
	Iteration 52Q: 3 clusters Score -973036.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -973044.312500 Penalty: 4594.603027
	Iteration 53Q: 3 clusters Score -973044.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -973053.187500 Penalty: 4594.603027
	Iteration 54Q: 3 clusters Score -973053.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -973055.937500 Penalty: 4594.603027
	Iteration 55Q: 3 clusters Score -973055.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -973058.750000 Penalty: 4594.603027
	Iteration 56Q: 3 clusters Score -973058.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -973060.250000 Penalty: 4594.603027
	Iteration 57Q: 3 clusters Score -973060.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -973058.750000 Penalty: 4594.603027
	Iteration 58Q: 3 clusters Score -973058.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -973058.125000 Penalty: 4594.603027
	Iteration 59Q: 3 clusters Score -973058.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -973060.250000 Penalty: 4594.603027
	Iteration 60F: 3 clusters Score -973060.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -973062.375000 Penalty: 4594.603027
	Iteration 61Q: 3 clusters Score -973062.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -973065.125000 Penalty: 4594.603027
	Iteration 62Q: 3 clusters Score -973065.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -973068.250000 Penalty: 4594.603027
	Iteration 63Q: 3 clusters Score -973068.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -973071.437500 Penalty: 4594.603027
	Iteration 64Q: 3 clusters Score -973071.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -973075.375000 Penalty: 4594.603027
	Iteration 65Q: 3 clusters Score -973075.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -973076.375000 Penalty: 4594.603027
	Iteration 66Q: 3 clusters Score -973076.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -973080.625000 Penalty: 4594.603027
	Iteration 67Q: 3 clusters Score -973080.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -973083.937500 Penalty: 4594.603027
	Iteration 68Q: 3 clusters Score -973083.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -973088.875000 Penalty: 4594.603027
	Iteration 69Q: 3 clusters Score -973088.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -973089.250000 Penalty: 4594.603027
	Iteration 70Q: 3 clusters Score -973089.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -973089.250000 Penalty: 4594.603027
	Iteration 71Q: 3 clusters Score -973089.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -973092.312500 Penalty: 4594.603027
	Iteration 72Q: 3 clusters Score -973092.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -973092.312500 Penalty: 4594.603027
	Iteration 73F: 3 clusters Score -973092.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Entering Unmasked Estep 
Score: -1604466.625000 Penalty: 2417.417725
	Iteration 0F: 2 clusters Score -1604467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1592384.875000 Penalty: 4834.835449
	Iteration 0F: 3 clusters Score -1592385 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1597009.250000 Penalty: 4834.835449
	Iteration 1F: 3 clusters Score -1597009 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1598041.125000 Penalty: 4834.835449
	Iteration 2F: 3 clusters Score -1598041 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1598998.125000 Penalty: 4834.835449
	Iteration 3F: 3 clusters Score -1598998 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1599785.000000 Penalty: 4834.835449
	Iteration 4F: 3 clusters Score -1599785 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1600367.375000 Penalty: 4834.835449
	Iteration 5F: 3 clusters Score -1600367 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1600768.750000 Penalty: 4834.835449
	Iteration 6Q: 3 clusters Score -1600769 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1601049.625000 Penalty: 4834.835449
	Iteration 7Q: 3 clusters Score -1601050 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1601239.625000 Penalty: 4834.835449
	Iteration 8Q: 3 clusters Score -1601240 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1601390.000000 Penalty: 4834.835449
	Iteration 9Q: 3 clusters Score -1601390 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1601520.250000 Penalty: 4834.835449
	Iteration 10Q: 3 clusters Score -1601520 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1601642.875000 Penalty: 4834.835449
	Iteration 11Q: 3 clusters Score -1601643 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1601759.125000 Penalty: 4834.835449
	Iteration 12Q: 3 clusters Score -1601759 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1601878.250000 Penalty: 4834.835449
	Iteration 13Q: 3 clusters Score -1601878 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -1602004.750000 Penalty: 4834.835449
	Iteration 14Q: 3 clusters Score -1602005 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1602109.875000 Penalty: 4834.835449
	Iteration 15Q: 3 clusters Score -1602110 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1602226.625000 Penalty: 4834.835449
	Iteration 16Q: 3 clusters Score -1602227 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1602323.250000 Penalty: 4834.835449
	Iteration 17Q: 3 clusters Score -1602323 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1602400.125000 Penalty: 4834.835449
	Iteration 18Q: 3 clusters Score -1602400 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -1602472.750000 Penalty: 4834.835449
	Iteration 19Q: 3 clusters Score -1602473 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -1602547.500000 Penalty: 4834.835449
	Iteration 20F: 3 clusters Score -1602548 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -1602619.125000 Penalty: 4834.835449
	Iteration 21Q: 3 clusters Score -1602619 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -1602675.750000 Penalty: 4834.835449
	Iteration 22Q: 3 clusters Score -1602676 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -1602722.625000 Penalty: 4834.835449
	Iteration 23Q: 3 clusters Score -1602723 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -1602764.125000 Penalty: 4834.835449
	Iteration 24Q: 3 clusters Score -1602764 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1602813.125000 Penalty: 4834.835449
	Iteration 25Q: 3 clusters Score -1602813 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -1602856.500000 Penalty: 4834.835449
	Iteration 26Q: 3 clusters Score -1602856 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -1602913.875000 Penalty: 4834.835449
	Iteration 27Q: 3 clusters Score -1602914 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -1602953.000000 Penalty: 4834.835449
	Iteration 28Q: 3 clusters Score -1602953 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -1602982.750000 Penalty: 4834.835449
	Iteration 29Q: 3 clusters Score -1602983 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -1603006.125000 Penalty: 4834.835449
	Iteration 30Q: 3 clusters Score -1603006 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -1603033.875000 Penalty: 4834.835449
	Iteration 31Q: 3 clusters Score -1603034 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -1603062.000000 Penalty: 4834.835449
	Iteration 32Q: 3 clusters Score -1603062 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1603089.750000 Penalty: 4834.835449
	Iteration 33Q: 3 clusters Score -1603090 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -1603117.875000 Penalty: 4834.835449
	Iteration 34Q: 3 clusters Score -1603118 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -1603138.000000 Penalty: 4834.835449
	Iteration 35Q: 3 clusters Score -1603138 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -1603155.125000 Penalty: 4834.835449
	Iteration 36Q: 3 clusters Score -1603155 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -1603168.250000 Penalty: 4834.835449
	Iteration 37Q: 3 clusters Score -1603168 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -1603179.250000 Penalty: 4834.835449
	Iteration 38Q: 3 clusters Score -1603179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -1603184.875000 Penalty: 4834.835449
	Iteration 39Q: 3 clusters Score -1603185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -1603195.250000 Penalty: 4834.835449
	Iteration 40F: 3 clusters Score -1603195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -1603202.625000 Penalty: 4834.835449
	Iteration 41Q: 3 clusters Score -1603203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -1603204.500000 Penalty: 4834.835449
	Iteration 42Q: 3 clusters Score -1603204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -1603211.750000 Penalty: 4834.835449
	Iteration 43Q: 3 clusters Score -1603212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -1603213.625000 Penalty: 4834.835449
	Iteration 44Q: 3 clusters Score -1603214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1603217.000000 Penalty: 4834.835449
	Iteration 45Q: 3 clusters Score -1603217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -1603218.000000 Penalty: 4834.835449
	Iteration 46Q: 3 clusters Score -1603218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -1603222.750000 Penalty: 4834.835449
	Iteration 47Q: 3 clusters Score -1603223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -1603225.500000 Penalty: 4834.835449
	Iteration 48Q: 3 clusters Score -1603226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -1603225.375000 Penalty: 4834.835449
	Iteration 49Q: 3 clusters Score -1603225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -1603227.875000 Penalty: 4834.835449
	Iteration 50Q: 3 clusters Score -1603228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -1603227.500000 Penalty: 4834.835449
	Iteration 51Q: 3 clusters Score -1603228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -1603229.250000 Penalty: 4834.835449
	Iteration 52Q: 3 clusters Score -1603229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -1603229.875000 Penalty: 4834.835449
	Iteration 53Q: 3 clusters Score -1603230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -1603229.875000 Penalty: 4834.835449
	Iteration 54Q: 3 clusters Score -1603230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -1603231.500000 Penalty: 4834.835449
	Iteration 55Q: 3 clusters Score -1603232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -1603235.250000 Penalty: 4834.835449
	Iteration 56Q: 3 clusters Score -1603235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -1603236.500000 Penalty: 4834.835449
	Iteration 57Q: 3 clusters Score -1603236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -1603242.375000 Penalty: 4834.835449
	Iteration 58Q: 3 clusters Score -1603242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -1603242.500000 Penalty: 4834.835449
	Iteration 59Q: 3 clusters Score -1603242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -1603247.875000 Penalty: 4834.835449
	Iteration 60F: 3 clusters Score -1603248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -1603252.750000 Penalty: 4834.835449
	Iteration 61Q: 3 clusters Score -1603253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -1603258.250000 Penalty: 4834.835449
	Iteration 62Q: 3 clusters Score -1603258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -1603257.750000 Penalty: 4834.835449
	Iteration 63Q: 3 clusters Score -1603258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -1603257.500000 Penalty: 4834.835449
	Iteration 64Q: 3 clusters Score -1603258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -1603257.500000 Penalty: 4834.835449
	Iteration 65F: 3 clusters Score -1603258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Entering Unmasked Estep 
Score: -525530.875000 Penalty: 2102.501465
	Iteration 0F: 2 clusters Score -525530.9 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 2380 members 
Entering Unmasked Estep 
Score: -521092.343750 Penalty: 4205.002930
	Iteration 0F: 3 clusters Score -521092.3 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -522172.000000 Penalty: 4205.002930
	Iteration 1F: 3 clusters Score -522172 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -522402.562500 Penalty: 4205.002930
	Iteration 2F: 3 clusters Score -522402.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -522556.000000 Penalty: 4205.002930
	Iteration 3F: 3 clusters Score -522556 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -522678.125000 Penalty: 4205.002930
	Iteration 4Q: 3 clusters Score -522678.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -522773.968750 Penalty: 4205.002930
	Iteration 5Q: 3 clusters Score -522774 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -522867.437500 Penalty: 4205.002930
	Iteration 6Q: 3 clusters Score -522867.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -522939.875000 Penalty: 4205.002930
	Iteration 7Q: 3 clusters Score -522939.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -522993.343750 Penalty: 4205.002930
	Iteration 8Q: 3 clusters Score -522993.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -523056.343750 Penalty: 4205.002930
	Iteration 9Q: 3 clusters Score -523056.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -523104.343750 Penalty: 4205.002930
	Iteration 10Q: 3 clusters Score -523104.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -523150.812500 Penalty: 4205.002930
	Iteration 11Q: 3 clusters Score -523150.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -523201.781250 Penalty: 4205.002930
	Iteration 12Q: 3 clusters Score -523201.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -523249.718750 Penalty: 4205.002930
	Iteration 13Q: 3 clusters Score -523249.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -523290.375000 Penalty: 4205.002930
	Iteration 14Q: 3 clusters Score -523290.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -523330.250000 Penalty: 4205.002930
	Iteration 15Q: 3 clusters Score -523330.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -523363.187500 Penalty: 4205.002930
	Iteration 16Q: 3 clusters Score -523363.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -523389.562500 Penalty: 4205.002930
	Iteration 17Q: 3 clusters Score -523389.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -523415.437500 Penalty: 4205.002930
	Iteration 18Q: 3 clusters Score -523415.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -523440.156250 Penalty: 4205.002930
	Iteration 19Q: 3 clusters Score -523440.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -523457.875000 Penalty: 4205.002930
	Iteration 20F: 3 clusters Score -523457.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -523475.125000 Penalty: 4205.002930
	Iteration 21Q: 3 clusters Score -523475.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -523487.812500 Penalty: 4205.002930
	Iteration 22Q: 3 clusters Score -523487.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -523494.500000 Penalty: 4205.002930
	Iteration 23Q: 3 clusters Score -523494.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -523496.718750 Penalty: 4205.002930
	Iteration 24Q: 3 clusters Score -523496.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -523497.718750 Penalty: 4205.002930
	Iteration 25Q: 3 clusters Score -523497.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -523499.312500 Penalty: 4205.002930
	Iteration 26Q: 3 clusters Score -523499.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -523500.968750 Penalty: 4205.002930
	Iteration 27Q: 3 clusters Score -523501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -523502.281250 Penalty: 4205.002930
	Iteration 28Q: 3 clusters Score -523502.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -523504.343750 Penalty: 4205.002930
	Iteration 29Q: 3 clusters Score -523504.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -523506.625000 Penalty: 4205.002930
	Iteration 30Q: 3 clusters Score -523506.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -523508.250000 Penalty: 4205.002930
	Iteration 31Q: 3 clusters Score -523508.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -523509.781250 Penalty: 4205.002930
	Iteration 32Q: 3 clusters Score -523509.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -523510.625000 Penalty: 4205.002930
	Iteration 33Q: 3 clusters Score -523510.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -523512.625000 Penalty: 4205.002930
	Iteration 34Q: 3 clusters Score -523512.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -523515.781250 Penalty: 4205.002930
	Iteration 35Q: 3 clusters Score -523515.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -523517.312500 Penalty: 4205.002930
	Iteration 36Q: 3 clusters Score -523517.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -523518.312500 Penalty: 4205.002930
	Iteration 37Q: 3 clusters Score -523518.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -523519.937500 Penalty: 4205.002930
	Iteration 38Q: 3 clusters Score -523519.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -523519.750000 Penalty: 4205.002930
	Iteration 39Q: 3 clusters Score -523519.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -523521.343750 Penalty: 4205.002930
	Iteration 40F: 3 clusters Score -523521.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -523522.312500 Penalty: 4205.002930
	Iteration 41Q: 3 clusters Score -523522.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -523522.875000 Penalty: 4205.002930
	Iteration 42Q: 3 clusters Score -523522.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -523523.343750 Penalty: 4205.002930
	Iteration 43Q: 3 clusters Score -523523.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -523524.656250 Penalty: 4205.002930
	Iteration 44Q: 3 clusters Score -523524.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -523525.531250 Penalty: 4205.002930
	Iteration 45Q: 3 clusters Score -523525.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -523525.531250 Penalty: 4205.002930
	Iteration 46F: 3 clusters Score -523525.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Entering Unmasked Estep 
Score: -92181.156250 Penalty: 1691.904907
	Iteration 0F: 2 clusters Score -92181.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -90363.406250 Penalty: 3383.809814
	Iteration 0F: 3 clusters Score -90363.41 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -90647.257812 Penalty: 3383.809814
	Iteration 1F: 3 clusters Score -90647.26 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -90801.437500 Penalty: 3383.809814
	Iteration 2F: 3 clusters Score -90801.44 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -90884.968750 Penalty: 3383.809814
	Iteration 3F: 3 clusters Score -90884.97 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -90937.367188 Penalty: 3383.809814
	Iteration 4Q: 3 clusters Score -90937.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -90967.601562 Penalty: 3383.809814
	Iteration 5Q: 3 clusters Score -90967.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -90995.125000 Penalty: 3383.809814
	Iteration 6Q: 3 clusters Score -90995.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -91020.382812 Penalty: 3383.809814
	Iteration 7Q: 3 clusters Score -91020.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -91037.781250 Penalty: 3383.809814
	Iteration 8Q: 3 clusters Score -91037.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -91043.546875 Penalty: 3383.809814
	Iteration 9Q: 3 clusters Score -91043.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -91047.226562 Penalty: 3383.809814
	Iteration 10Q: 3 clusters Score -91047.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -91049.250000 Penalty: 3383.809814
	Iteration 11Q: 3 clusters Score -91049.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -91051.179688 Penalty: 3383.809814
	Iteration 12Q: 3 clusters Score -91051.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -91051.593750 Penalty: 3383.809814
	Iteration 13Q: 3 clusters Score -91051.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -91051.593750 Penalty: 3383.809814
	Iteration 14F: 3 clusters Score -91051.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Entering Unmasked Estep 
Score: -3152878.250000 Penalty: 2545.996582
	Iteration 0F: 2 clusters Score -3152878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -3133220.250000 Penalty: 5091.993164
	Iteration 0F: 3 clusters Score -3133220 nChanged 12846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -3140348.500000 Penalty: 5091.993164
	Iteration 1F: 3 clusters Score -3140348 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -3140867.750000 Penalty: 5091.993164
	Iteration 2Q: 3 clusters Score -3140868 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -3141368.000000 Penalty: 5091.993164
	Iteration 3Q: 3 clusters Score -3141368 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -3141868.250000 Penalty: 5091.993164
	Iteration 4Q: 3 clusters Score -3141868 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -3142386.500000 Penalty: 5091.993164
	Iteration 5Q: 3 clusters Score -3142386 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -3142999.000000 Penalty: 5091.993164
	Iteration 6Q: 3 clusters Score -3142999 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -3143642.000000 Penalty: 5091.993164
	Iteration 7Q: 3 clusters Score -3143642 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -3144255.750000 Penalty: 5091.993164
	Iteration 8Q: 3 clusters Score -3144256 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -3144881.750000 Penalty: 5091.993164
	Iteration 9Q: 3 clusters Score -3144882 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -3145447.750000 Penalty: 5091.993164
	Iteration 10Q: 3 clusters Score -3145448 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -3145982.250000 Penalty: 5091.993164
	Iteration 11Q: 3 clusters Score -3145982 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -3146422.750000 Penalty: 5091.993164
	Iteration 12Q: 3 clusters Score -3146423 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -3146858.500000 Penalty: 5091.993164
	Iteration 13Q: 3 clusters Score -3146858 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -3147305.000000 Penalty: 5091.993164
	Iteration 14Q: 3 clusters Score -3147305 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -3147765.750000 Penalty: 5091.993164
	Iteration 15Q: 3 clusters Score -3147766 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -3148185.250000 Penalty: 5091.993164
	Iteration 16Q: 3 clusters Score -3148185 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -3148613.750000 Penalty: 5091.993164
	Iteration 17Q: 3 clusters Score -3148614 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -3149022.000000 Penalty: 5091.993164
	Iteration 18Q: 3 clusters Score -3149022 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -3149364.000000 Penalty: 5091.993164
	Iteration 19Q: 3 clusters Score -3149364 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -3149634.250000 Penalty: 5091.993164
	Iteration 20F: 3 clusters Score -3149634 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3149860.250000 Penalty: 5091.993164
	Iteration 21Q: 3 clusters Score -3149860 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3150008.000000 Penalty: 5091.993164
	Iteration 22Q: 3 clusters Score -3150008 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3150133.000000 Penalty: 5091.993164
	Iteration 23Q: 3 clusters Score -3150133 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3150228.750000 Penalty: 5091.993164
	Iteration 24Q: 3 clusters Score -3150229 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3150297.000000 Penalty: 5091.993164
	Iteration 25Q: 3 clusters Score -3150297 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3150341.500000 Penalty: 5091.993164
	Iteration 26Q: 3 clusters Score -3150342 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3150383.000000 Penalty: 5091.993164
	Iteration 27Q: 3 clusters Score -3150383 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3150424.250000 Penalty: 5091.993164
	Iteration 28Q: 3 clusters Score -3150424 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3150473.000000 Penalty: 5091.993164
	Iteration 29Q: 3 clusters Score -3150473 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3150506.250000 Penalty: 5091.993164
	Iteration 30Q: 3 clusters Score -3150506 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3150533.250000 Penalty: 5091.993164
	Iteration 31Q: 3 clusters Score -3150533 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3150550.250000 Penalty: 5091.993164
	Iteration 32Q: 3 clusters Score -3150550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3150568.000000 Penalty: 5091.993164
	Iteration 33Q: 3 clusters Score -3150568 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3150588.500000 Penalty: 5091.993164
	Iteration 34Q: 3 clusters Score -3150588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3150600.000000 Penalty: 5091.993164
	Iteration 35Q: 3 clusters Score -3150600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3150615.000000 Penalty: 5091.993164
	Iteration 36Q: 3 clusters Score -3150615 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3150626.500000 Penalty: 5091.993164
	Iteration 37Q: 3 clusters Score -3150626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3150640.750000 Penalty: 5091.993164
	Iteration 38Q: 3 clusters Score -3150641 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3150656.000000 Penalty: 5091.993164
	Iteration 39Q: 3 clusters Score -3150656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3150675.250000 Penalty: 5091.993164
	Iteration 40F: 3 clusters Score -3150675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3150696.750000 Penalty: 5091.993164
	Iteration 41Q: 3 clusters Score -3150697 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3150712.750000 Penalty: 5091.993164
	Iteration 42Q: 3 clusters Score -3150713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3150717.000000 Penalty: 5091.993164
	Iteration 43Q: 3 clusters Score -3150717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3150728.250000 Penalty: 5091.993164
	Iteration 44Q: 3 clusters Score -3150728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3150732.750000 Penalty: 5091.993164
	Iteration 45Q: 3 clusters Score -3150733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3150744.500000 Penalty: 5091.993164
	Iteration 46Q: 3 clusters Score -3150744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3150758.500000 Penalty: 5091.993164
	Iteration 47Q: 3 clusters Score -3150758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3150763.500000 Penalty: 5091.993164
	Iteration 48Q: 3 clusters Score -3150764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3150767.000000 Penalty: 5091.993164
	Iteration 49Q: 3 clusters Score -3150767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3150771.000000 Penalty: 5091.993164
	Iteration 50Q: 3 clusters Score -3150771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3150772.750000 Penalty: 5091.993164
	Iteration 51Q: 3 clusters Score -3150773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3150774.750000 Penalty: 5091.993164
	Iteration 52Q: 3 clusters Score -3150775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3150774.750000 Penalty: 5091.993164
	Iteration 53Q: 3 clusters Score -3150775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3150775.000000 Penalty: 5091.993164
	Iteration 54Q: 3 clusters Score -3150775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3150775.000000 Penalty: 5091.993164
	Iteration 55Q: 3 clusters Score -3150775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3150775.000000 Penalty: 5091.993164
	Iteration 56F: 3 clusters Score -3150775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -1121516.375000 Penalty: 2295.697021
	Iteration 0F: 2 clusters Score -1121516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1113586.375000 Penalty: 4591.394043
	Iteration 0F: 3 clusters Score -1113586 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1115982.625000 Penalty: 4591.394043
	Iteration 1F: 3 clusters Score -1115983 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1116471.125000 Penalty: 4591.394043
	Iteration 2F: 3 clusters Score -1116471 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1117184.125000 Penalty: 4591.394043
	Iteration 3F: 3 clusters Score -1117184 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1118034.875000 Penalty: 4591.394043
	Iteration 4F: 3 clusters Score -1118035 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1118837.375000 Penalty: 4591.394043
	Iteration 5F: 3 clusters Score -1118837 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1119446.125000 Penalty: 4591.394043
	Iteration 6F: 3 clusters Score -1119446 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1119903.250000 Penalty: 4591.394043
	Iteration 7Q: 3 clusters Score -1119903 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1120241.625000 Penalty: 4591.394043
	Iteration 8Q: 3 clusters Score -1120242 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1120498.500000 Penalty: 4591.394043
	Iteration 9Q: 3 clusters Score -1120498 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1120638.750000 Penalty: 4591.394043
	Iteration 10Q: 3 clusters Score -1120639 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1120714.625000 Penalty: 4591.394043
	Iteration 11Q: 3 clusters Score -1120715 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1120762.125000 Penalty: 4591.394043
	Iteration 12Q: 3 clusters Score -1120762 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1120789.000000 Penalty: 4591.394043
	Iteration 13Q: 3 clusters Score -1120789 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1120814.750000 Penalty: 4591.394043
	Iteration 14Q: 3 clusters Score -1120815 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1120827.750000 Penalty: 4591.394043
	Iteration 15Q: 3 clusters Score -1120828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1120834.875000 Penalty: 4591.394043
	Iteration 16Q: 3 clusters Score -1120835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1120838.500000 Penalty: 4591.394043
	Iteration 17Q: 3 clusters Score -1120838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1120840.125000 Penalty: 4591.394043
	Iteration 18Q: 3 clusters Score -1120840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1120841.000000 Penalty: 4591.394043
	Iteration 19Q: 3 clusters Score -1120841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1120845.500000 Penalty: 4591.394043
	Iteration 20F: 3 clusters Score -1120846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1120846.000000 Penalty: 4591.394043
	Iteration 21Q: 3 clusters Score -1120846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1120847.250000 Penalty: 4591.394043
	Iteration 22Q: 3 clusters Score -1120847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1120846.375000 Penalty: 4591.394043
	Iteration 23Q: 3 clusters Score -1120846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1120849.500000 Penalty: 4591.394043
	Iteration 24Q: 3 clusters Score -1120850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1120851.250000 Penalty: 4591.394043
	Iteration 25Q: 3 clusters Score -1120851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1120851.000000 Penalty: 4591.394043
	Iteration 26Q: 3 clusters Score -1120851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1120850.750000 Penalty: 4591.394043
	Iteration 27Q: 3 clusters Score -1120851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1120852.750000 Penalty: 4591.394043
	Iteration 28Q: 3 clusters Score -1120853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1120854.500000 Penalty: 4591.394043
	Iteration 29Q: 3 clusters Score -1120854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1120858.875000 Penalty: 4591.394043
	Iteration 30Q: 3 clusters Score -1120859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1120858.750000 Penalty: 4591.394043
	Iteration 31Q: 3 clusters Score -1120859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1120860.125000 Penalty: 4591.394043
	Iteration 32Q: 3 clusters Score -1120860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1120861.875000 Penalty: 4591.394043
	Iteration 33Q: 3 clusters Score -1120862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1120861.000000 Penalty: 4591.394043
	Iteration 34Q: 3 clusters Score -1120861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1120865.750000 Penalty: 4591.394043
	Iteration 35Q: 3 clusters Score -1120866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1120866.750000 Penalty: 4591.394043
	Iteration 36Q: 3 clusters Score -1120867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1120874.875000 Penalty: 4591.394043
	Iteration 37Q: 3 clusters Score -1120875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1120885.000000 Penalty: 4591.394043
	Iteration 38Q: 3 clusters Score -1120885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1120907.625000 Penalty: 4591.394043
	Iteration 39Q: 3 clusters Score -1120908 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1120970.375000 Penalty: 4591.394043
	Iteration 40F: 3 clusters Score -1120970 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1121054.875000 Penalty: 4591.394043
	Iteration 41Q: 3 clusters Score -1121055 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1121124.625000 Penalty: 4591.394043
	Iteration 42Q: 3 clusters Score -1121125 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1121175.500000 Penalty: 4591.394043
	Iteration 43Q: 3 clusters Score -1121176 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1121209.625000 Penalty: 4591.394043
	Iteration 44Q: 3 clusters Score -1121210 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1121231.000000 Penalty: 4591.394043
	Iteration 45Q: 3 clusters Score -1121231 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1121247.250000 Penalty: 4591.394043
	Iteration 46Q: 3 clusters Score -1121247 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1121266.000000 Penalty: 4591.394043
	Iteration 47Q: 3 clusters Score -1121266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1121293.250000 Penalty: 4591.394043
	Iteration 48Q: 3 clusters Score -1121293 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1121306.750000 Penalty: 4591.394043
	Iteration 49Q: 3 clusters Score -1121307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1121313.625000 Penalty: 4591.394043
	Iteration 50Q: 3 clusters Score -1121314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1121320.250000 Penalty: 4591.394043
	Iteration 51Q: 3 clusters Score -1121320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1121324.750000 Penalty: 4591.394043
	Iteration 52Q: 3 clusters Score -1121325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1121325.500000 Penalty: 4591.394043
	Iteration 53Q: 3 clusters Score -1121326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1121327.875000 Penalty: 4591.394043
	Iteration 54Q: 3 clusters Score -1121328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1121328.125000 Penalty: 4591.394043
	Iteration 55Q: 3 clusters Score -1121328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1121328.125000 Penalty: 4591.394043
	Iteration 56F: 3 clusters Score -1121328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Entering Unmasked Estep 
Score: -1556781.500000 Penalty: 2376.278076
	Iteration 0F: 2 clusters Score -1556782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1546177.000000 Penalty: 4752.556152
	Iteration 0F: 3 clusters Score -1546177 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1549475.125000 Penalty: 4752.556152
	Iteration 1F: 3 clusters Score -1549475 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1549816.125000 Penalty: 4752.556152
	Iteration 2F: 3 clusters Score -1549816 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1550117.250000 Penalty: 4752.556152
	Iteration 3Q: 3 clusters Score -1550117 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1550429.250000 Penalty: 4752.556152
	Iteration 4Q: 3 clusters Score -1550429 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1550741.250000 Penalty: 4752.556152
	Iteration 5Q: 3 clusters Score -1550741 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1551059.625000 Penalty: 4752.556152
	Iteration 6Q: 3 clusters Score -1551060 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1551427.000000 Penalty: 4752.556152
	Iteration 7Q: 3 clusters Score -1551427 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1551819.000000 Penalty: 4752.556152
	Iteration 8Q: 3 clusters Score -1551819 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1552223.750000 Penalty: 4752.556152
	Iteration 9Q: 3 clusters Score -1552224 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1552655.125000 Penalty: 4752.556152
	Iteration 10Q: 3 clusters Score -1552655 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1553132.750000 Penalty: 4752.556152
	Iteration 11Q: 3 clusters Score -1553133 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1553642.750000 Penalty: 4752.556152
	Iteration 12Q: 3 clusters Score -1553643 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1554142.000000 Penalty: 4752.556152
	Iteration 13Q: 3 clusters Score -1554142 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1554559.875000 Penalty: 4752.556152
	Iteration 14Q: 3 clusters Score -1554560 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1554842.875000 Penalty: 4752.556152
	Iteration 15Q: 3 clusters Score -1554843 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1555000.500000 Penalty: 4752.556152
	Iteration 16Q: 3 clusters Score -1555000 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1555106.500000 Penalty: 4752.556152
	Iteration 17Q: 3 clusters Score -1555106 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1555170.625000 Penalty: 4752.556152
	Iteration 18Q: 3 clusters Score -1555171 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1555217.250000 Penalty: 4752.556152
	Iteration 19Q: 3 clusters Score -1555217 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1555275.625000 Penalty: 4752.556152
	Iteration 20F: 3 clusters Score -1555276 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1555316.500000 Penalty: 4752.556152
	Iteration 21Q: 3 clusters Score -1555316 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1555362.625000 Penalty: 4752.556152
	Iteration 22Q: 3 clusters Score -1555363 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1555391.500000 Penalty: 4752.556152
	Iteration 23Q: 3 clusters Score -1555392 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1555409.500000 Penalty: 4752.556152
	Iteration 24Q: 3 clusters Score -1555410 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1555430.875000 Penalty: 4752.556152
	Iteration 25Q: 3 clusters Score -1555431 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1555449.375000 Penalty: 4752.556152
	Iteration 26Q: 3 clusters Score -1555449 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1555460.875000 Penalty: 4752.556152
	Iteration 27Q: 3 clusters Score -1555461 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1555468.875000 Penalty: 4752.556152
	Iteration 28Q: 3 clusters Score -1555469 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1555479.125000 Penalty: 4752.556152
	Iteration 29Q: 3 clusters Score -1555479 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1555488.875000 Penalty: 4752.556152
	Iteration 30Q: 3 clusters Score -1555489 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1555502.000000 Penalty: 4752.556152
	Iteration 31Q: 3 clusters Score -1555502 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1555509.000000 Penalty: 4752.556152
	Iteration 32Q: 3 clusters Score -1555509 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1555516.000000 Penalty: 4752.556152
	Iteration 33Q: 3 clusters Score -1555516 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1555521.625000 Penalty: 4752.556152
	Iteration 34Q: 3 clusters Score -1555522 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1555529.000000 Penalty: 4752.556152
	Iteration 35Q: 3 clusters Score -1555529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1555538.625000 Penalty: 4752.556152
	Iteration 36Q: 3 clusters Score -1555539 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1555539.875000 Penalty: 4752.556152
	Iteration 37Q: 3 clusters Score -1555540 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1555543.500000 Penalty: 4752.556152
	Iteration 38Q: 3 clusters Score -1555544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1555551.125000 Penalty: 4752.556152
	Iteration 39Q: 3 clusters Score -1555551 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1555554.625000 Penalty: 4752.556152
	Iteration 40F: 3 clusters Score -1555555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1555555.875000 Penalty: 4752.556152
	Iteration 41Q: 3 clusters Score -1555556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1555559.375000 Penalty: 4752.556152
	Iteration 42Q: 3 clusters Score -1555559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1555558.125000 Penalty: 4752.556152
	Iteration 43Q: 3 clusters Score -1555558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1555557.625000 Penalty: 4752.556152
	Iteration 44Q: 3 clusters Score -1555558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1555563.375000 Penalty: 4752.556152
	Iteration 45Q: 3 clusters Score -1555563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1555567.375000 Penalty: 4752.556152
	Iteration 46Q: 3 clusters Score -1555567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1555565.625000 Penalty: 4752.556152
	Iteration 47Q: 3 clusters Score -1555566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1555566.750000 Penalty: 4752.556152
	Iteration 48Q: 3 clusters Score -1555567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1555568.375000 Penalty: 4752.556152
	Iteration 49Q: 3 clusters Score -1555568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1555571.750000 Penalty: 4752.556152
	Iteration 50Q: 3 clusters Score -1555572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1555574.000000 Penalty: 4752.556152
	Iteration 51Q: 3 clusters Score -1555574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1555576.500000 Penalty: 4752.556152
	Iteration 52Q: 3 clusters Score -1555576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1555575.250000 Penalty: 4752.556152
	Iteration 53Q: 3 clusters Score -1555575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1555576.750000 Penalty: 4752.556152
	Iteration 54Q: 3 clusters Score -1555577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1555578.000000 Penalty: 4752.556152
	Iteration 55Q: 3 clusters Score -1555578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1555579.000000 Penalty: 4752.556152
	Iteration 56Q: 3 clusters Score -1555579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1555576.250000 Penalty: 4752.556152
	Iteration 57Q: 3 clusters Score -1555576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1555577.500000 Penalty: 4752.556152
	Iteration 58Q: 3 clusters Score -1555578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1555577.375000 Penalty: 4752.556152
	Iteration 59Q: 3 clusters Score -1555577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1555577.375000 Penalty: 4752.556152
	Iteration 60F: 3 clusters Score -1555577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Entering Unmasked Estep 
Score: -997657.437500 Penalty: 2284.931885
	Iteration 0F: 2 clusters Score -997657.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -989971.812500 Penalty: 4569.863770
	Iteration 0F: 3 clusters Score -989971.8 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -992267.500000 Penalty: 4569.863770
	Iteration 1F: 3 clusters Score -992267.5 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -992695.687500 Penalty: 4569.863770
	Iteration 2F: 3 clusters Score -992695.7 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -993092.000000 Penalty: 4569.863770
	Iteration 3F: 3 clusters Score -993092 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -993455.000000 Penalty: 4569.863770
	Iteration 4F: 3 clusters Score -993455 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -993809.812500 Penalty: 4569.863770
	Iteration 5F: 3 clusters Score -993809.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -994116.562500 Penalty: 4569.863770
	Iteration 6Q: 3 clusters Score -994116.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -994350.625000 Penalty: 4569.863770
	Iteration 7Q: 3 clusters Score -994350.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -994573.000000 Penalty: 4569.863770
	Iteration 8Q: 3 clusters Score -994573 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -994759.187500 Penalty: 4569.863770
	Iteration 9Q: 3 clusters Score -994759.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -994946.937500 Penalty: 4569.863770
	Iteration 10Q: 3 clusters Score -994946.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -995103.937500 Penalty: 4569.863770
	Iteration 11Q: 3 clusters Score -995103.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -995249.062500 Penalty: 4569.863770
	Iteration 12Q: 3 clusters Score -995249.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -995368.687500 Penalty: 4569.863770
	Iteration 13Q: 3 clusters Score -995368.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -995463.437500 Penalty: 4569.863770
	Iteration 14Q: 3 clusters Score -995463.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -995570.562500 Penalty: 4569.863770
	Iteration 15Q: 3 clusters Score -995570.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -995656.875000 Penalty: 4569.863770
	Iteration 16Q: 3 clusters Score -995656.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -995729.687500 Penalty: 4569.863770
	Iteration 17Q: 3 clusters Score -995729.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -995795.187500 Penalty: 4569.863770
	Iteration 18Q: 3 clusters Score -995795.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -995849.312500 Penalty: 4569.863770
	Iteration 19Q: 3 clusters Score -995849.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -995882.437500 Penalty: 4569.863770
	Iteration 20F: 3 clusters Score -995882.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -995904.625000 Penalty: 4569.863770
	Iteration 21Q: 3 clusters Score -995904.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -995925.687500 Penalty: 4569.863770
	Iteration 22Q: 3 clusters Score -995925.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -995939.000000 Penalty: 4569.863770
	Iteration 23Q: 3 clusters Score -995939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -995945.937500 Penalty: 4569.863770
	Iteration 24Q: 3 clusters Score -995945.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -995957.125000 Penalty: 4569.863770
	Iteration 25Q: 3 clusters Score -995957.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -995961.312500 Penalty: 4569.863770
	Iteration 26Q: 3 clusters Score -995961.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -995967.687500 Penalty: 4569.863770
	Iteration 27Q: 3 clusters Score -995967.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -995968.250000 Penalty: 4569.863770
	Iteration 28Q: 3 clusters Score -995968.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -995970.312500 Penalty: 4569.863770
	Iteration 29Q: 3 clusters Score -995970.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -995971.875000 Penalty: 4569.863770
	Iteration 30Q: 3 clusters Score -995971.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -995976.500000 Penalty: 4569.863770
	Iteration 31Q: 3 clusters Score -995976.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -995979.437500 Penalty: 4569.863770
	Iteration 32Q: 3 clusters Score -995979.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -995980.937500 Penalty: 4569.863770
	Iteration 33Q: 3 clusters Score -995980.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -995980.937500 Penalty: 4569.863770
	Iteration 34F: 3 clusters Score -995980.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Entering Unmasked Estep 
Score: -2242678.000000 Penalty: 2521.302979
	Iteration 0F: 2 clusters Score -2242678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2224641.000000 Penalty: 5042.605957
	Iteration 0F: 3 clusters Score -2224641 nChanged 11737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2231320.500000 Penalty: 5042.605957
	Iteration 1F: 3 clusters Score -2231320 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -2231939.500000 Penalty: 5042.605957
	Iteration 2F: 3 clusters Score -2231940 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2232647.250000 Penalty: 5042.605957
	Iteration 3F: 3 clusters Score -2232647 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -2233514.250000 Penalty: 5042.605957
	Iteration 4F: 3 clusters Score -2233514 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2234448.250000 Penalty: 5042.605957
	Iteration 5F: 3 clusters Score -2234448 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -2235444.000000 Penalty: 5042.605957
	Iteration 6F: 3 clusters Score -2235444 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2236312.500000 Penalty: 5042.605957
	Iteration 7F: 3 clusters Score -2236312 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2236932.500000 Penalty: 5042.605957
	Iteration 8Q: 3 clusters Score -2236932 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -2237398.250000 Penalty: 5042.605957
	Iteration 9Q: 3 clusters Score -2237398 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2237687.250000 Penalty: 5042.605957
	Iteration 10Q: 3 clusters Score -2237687 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2237902.750000 Penalty: 5042.605957
	Iteration 11Q: 3 clusters Score -2237903 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2238072.000000 Penalty: 5042.605957
	Iteration 12Q: 3 clusters Score -2238072 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2238222.250000 Penalty: 5042.605957
	Iteration 13Q: 3 clusters Score -2238222 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2238321.750000 Penalty: 5042.605957
	Iteration 14Q: 3 clusters Score -2238322 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2238396.500000 Penalty: 5042.605957
	Iteration 15Q: 3 clusters Score -2238396 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2238465.500000 Penalty: 5042.605957
	Iteration 16Q: 3 clusters Score -2238466 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2238520.750000 Penalty: 5042.605957
	Iteration 17Q: 3 clusters Score -2238521 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -2238577.750000 Penalty: 5042.605957
	Iteration 18Q: 3 clusters Score -2238578 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -2238642.250000 Penalty: 5042.605957
	Iteration 19Q: 3 clusters Score -2238642 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -2238689.000000 Penalty: 5042.605957
	Iteration 20F: 3 clusters Score -2238689 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2238750.750000 Penalty: 5042.605957
	Iteration 21Q: 3 clusters Score -2238751 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -2238825.000000 Penalty: 5042.605957
	Iteration 22Q: 3 clusters Score -2238825 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -2238899.750000 Penalty: 5042.605957
	Iteration 23Q: 3 clusters Score -2238900 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2238974.250000 Penalty: 5042.605957
	Iteration 24Q: 3 clusters Score -2238974 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -2239069.000000 Penalty: 5042.605957
	Iteration 25Q: 3 clusters Score -2239069 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2239143.500000 Penalty: 5042.605957
	Iteration 26Q: 3 clusters Score -2239144 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -2239225.250000 Penalty: 5042.605957
	Iteration 27Q: 3 clusters Score -2239225 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -2239308.500000 Penalty: 5042.605957
	Iteration 28Q: 3 clusters Score -2239308 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -2239378.750000 Penalty: 5042.605957
	Iteration 29Q: 3 clusters Score -2239379 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -2239461.500000 Penalty: 5042.605957
	Iteration 30Q: 3 clusters Score -2239462 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -2239543.750000 Penalty: 5042.605957
	Iteration 31Q: 3 clusters Score -2239544 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -2239593.250000 Penalty: 5042.605957
	Iteration 32Q: 3 clusters Score -2239593 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -2239640.000000 Penalty: 5042.605957
	Iteration 33Q: 3 clusters Score -2239640 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -2239697.250000 Penalty: 5042.605957
	Iteration 34Q: 3 clusters Score -2239697 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -2239754.250000 Penalty: 5042.605957
	Iteration 35Q: 3 clusters Score -2239754 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -2239828.000000 Penalty: 5042.605957
	Iteration 36Q: 3 clusters Score -2239828 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -2239907.000000 Penalty: 5042.605957
	Iteration 37Q: 3 clusters Score -2239907 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -2239979.000000 Penalty: 5042.605957
	Iteration 38Q: 3 clusters Score -2239979 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -2240056.000000 Penalty: 5042.605957
	Iteration 39Q: 3 clusters Score -2240056 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -2240108.750000 Penalty: 5042.605957
	Iteration 40F: 3 clusters Score -2240109 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -2240171.000000 Penalty: 5042.605957
	Iteration 41Q: 3 clusters Score -2240171 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -2240231.750000 Penalty: 5042.605957
	Iteration 42Q: 3 clusters Score -2240232 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -2240299.500000 Penalty: 5042.605957
	Iteration 43Q: 3 clusters Score -2240300 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -2240359.750000 Penalty: 5042.605957
	Iteration 44Q: 3 clusters Score -2240360 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -2240410.000000 Penalty: 5042.605957
	Iteration 45Q: 3 clusters Score -2240410 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -2240461.000000 Penalty: 5042.605957
	Iteration 46Q: 3 clusters Score -2240461 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -2240517.250000 Penalty: 5042.605957
	Iteration 47Q: 3 clusters Score -2240517 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -2240556.750000 Penalty: 5042.605957
	Iteration 48Q: 3 clusters Score -2240557 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -2240586.750000 Penalty: 5042.605957
	Iteration 49Q: 3 clusters Score -2240587 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -2240629.250000 Penalty: 5042.605957
	Iteration 50Q: 3 clusters Score -2240629 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -2240659.750000 Penalty: 5042.605957
	Iteration 51Q: 3 clusters Score -2240660 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -2240688.250000 Penalty: 5042.605957
	Iteration 52Q: 3 clusters Score -2240688 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -2240709.500000 Penalty: 5042.605957
	Iteration 53Q: 3 clusters Score -2240710 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -2240729.500000 Penalty: 5042.605957
	Iteration 54Q: 3 clusters Score -2240730 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -2240745.250000 Penalty: 5042.605957
	Iteration 55Q: 3 clusters Score -2240745 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -2240760.250000 Penalty: 5042.605957
	Iteration 56Q: 3 clusters Score -2240760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -2240772.750000 Penalty: 5042.605957
	Iteration 57Q: 3 clusters Score -2240773 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -2240780.250000 Penalty: 5042.605957
	Iteration 58Q: 3 clusters Score -2240780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -2240786.250000 Penalty: 5042.605957
	Iteration 59Q: 3 clusters Score -2240786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -2240788.250000 Penalty: 5042.605957
	Iteration 60F: 3 clusters Score -2240788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -2240797.500000 Penalty: 5042.605957
	Iteration 61Q: 3 clusters Score -2240798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -2240799.500000 Penalty: 5042.605957
	Iteration 62Q: 3 clusters Score -2240800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -2240818.500000 Penalty: 5042.605957
	Iteration 63Q: 3 clusters Score -2240818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -2240816.500000 Penalty: 5042.605957
	Iteration 64Q: 3 clusters Score -2240816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -2240825.250000 Penalty: 5042.605957
	Iteration 65Q: 3 clusters Score -2240825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -2240825.250000 Penalty: 5042.605957
	Iteration 66Q: 3 clusters Score -2240825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -2240829.750000 Penalty: 5042.605957
	Iteration 67Q: 3 clusters Score -2240830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -2240836.750000 Penalty: 5042.605957
	Iteration 68Q: 3 clusters Score -2240837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -2240842.250000 Penalty: 5042.605957
	Iteration 69Q: 3 clusters Score -2240842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -2240855.250000 Penalty: 5042.605957
	Iteration 70Q: 3 clusters Score -2240855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -2240852.750000 Penalty: 5042.605957
	Iteration 71Q: 3 clusters Score -2240853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -2240858.000000 Penalty: 5042.605957
	Iteration 72Q: 3 clusters Score -2240858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -2240860.000000 Penalty: 5042.605957
	Iteration 73Q: 3 clusters Score -2240860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -2240864.250000 Penalty: 5042.605957
	Iteration 74Q: 3 clusters Score -2240864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -2240867.250000 Penalty: 5042.605957
	Iteration 75Q: 3 clusters Score -2240867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -2240873.000000 Penalty: 5042.605957
	Iteration 76Q: 3 clusters Score -2240873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -2240874.250000 Penalty: 5042.605957
	Iteration 77Q: 3 clusters Score -2240874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -2240879.500000 Penalty: 5042.605957
	Iteration 78Q: 3 clusters Score -2240880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -2240882.750000 Penalty: 5042.605957
	Iteration 79Q: 3 clusters Score -2240883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -2240891.750000 Penalty: 5042.605957
	Iteration 80F: 3 clusters Score -2240892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -2240896.750000 Penalty: 5042.605957
	Iteration 81Q: 3 clusters Score -2240897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -2240900.750000 Penalty: 5042.605957
	Iteration 82Q: 3 clusters Score -2240901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -2240903.000000 Penalty: 5042.605957
	Iteration 83Q: 3 clusters Score -2240903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -2240906.000000 Penalty: 5042.605957
	Iteration 84Q: 3 clusters Score -2240906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -2240909.750000 Penalty: 5042.605957
	Iteration 85Q: 3 clusters Score -2240910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -2240912.500000 Penalty: 5042.605957
	Iteration 86Q: 3 clusters Score -2240912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -2240913.500000 Penalty: 5042.605957
	Iteration 87Q: 3 clusters Score -2240914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -2240913.500000 Penalty: 5042.605957
	Iteration 88Q: 3 clusters Score -2240914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -2240913.500000 Penalty: 5042.605957
	Iteration 89F: 3 clusters Score -2240914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Entering Unmasked Estep 
Score: -1111827.250000 Penalty: 2374.595947
	Iteration 0F: 2 clusters Score -1111827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1101444.250000 Penalty: 4749.191895
	Iteration 0F: 3 clusters Score -1101444 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1105168.000000 Penalty: 4749.191895
	Iteration 1F: 3 clusters Score -1105168 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1105969.125000 Penalty: 4749.191895
	Iteration 2F: 3 clusters Score -1105969 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1106692.625000 Penalty: 4749.191895
	Iteration 3F: 3 clusters Score -1106693 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1107447.375000 Penalty: 4749.191895
	Iteration 4F: 3 clusters Score -1107447 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1108078.500000 Penalty: 4749.191895
	Iteration 5F: 3 clusters Score -1108078 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1108566.625000 Penalty: 4749.191895
	Iteration 6F: 3 clusters Score -1108567 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1108913.750000 Penalty: 4749.191895
	Iteration 7Q: 3 clusters Score -1108914 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1109199.375000 Penalty: 4749.191895
	Iteration 8Q: 3 clusters Score -1109199 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1109434.500000 Penalty: 4749.191895
	Iteration 9Q: 3 clusters Score -1109434 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1109671.625000 Penalty: 4749.191895
	Iteration 10Q: 3 clusters Score -1109672 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1109938.500000 Penalty: 4749.191895
	Iteration 11Q: 3 clusters Score -1109938 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1110154.500000 Penalty: 4749.191895
	Iteration 12Q: 3 clusters Score -1110154 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1110262.625000 Penalty: 4749.191895
	Iteration 13Q: 3 clusters Score -1110263 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1110332.125000 Penalty: 4749.191895
	Iteration 14Q: 3 clusters Score -1110332 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1110393.000000 Penalty: 4749.191895
	Iteration 15Q: 3 clusters Score -1110393 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1110437.875000 Penalty: 4749.191895
	Iteration 16Q: 3 clusters Score -1110438 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1110460.875000 Penalty: 4749.191895
	Iteration 17Q: 3 clusters Score -1110461 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1110480.750000 Penalty: 4749.191895
	Iteration 18Q: 3 clusters Score -1110481 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1110501.125000 Penalty: 4749.191895
	Iteration 19Q: 3 clusters Score -1110501 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1110510.875000 Penalty: 4749.191895
	Iteration 20F: 3 clusters Score -1110511 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1110526.625000 Penalty: 4749.191895
	Iteration 21Q: 3 clusters Score -1110527 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1110534.875000 Penalty: 4749.191895
	Iteration 22Q: 3 clusters Score -1110535 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1110542.000000 Penalty: 4749.191895
	Iteration 23Q: 3 clusters Score -1110542 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1110552.500000 Penalty: 4749.191895
	Iteration 24Q: 3 clusters Score -1110552 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1110559.625000 Penalty: 4749.191895
	Iteration 25Q: 3 clusters Score -1110560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1110565.750000 Penalty: 4749.191895
	Iteration 26Q: 3 clusters Score -1110566 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1110574.625000 Penalty: 4749.191895
	Iteration 27Q: 3 clusters Score -1110575 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1110579.625000 Penalty: 4749.191895
	Iteration 28Q: 3 clusters Score -1110580 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1110585.750000 Penalty: 4749.191895
	Iteration 29Q: 3 clusters Score -1110586 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1110592.125000 Penalty: 4749.191895
	Iteration 30Q: 3 clusters Score -1110592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1110596.625000 Penalty: 4749.191895
	Iteration 31Q: 3 clusters Score -1110597 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1110597.500000 Penalty: 4749.191895
	Iteration 32Q: 3 clusters Score -1110598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1110604.375000 Penalty: 4749.191895
	Iteration 33Q: 3 clusters Score -1110604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1110603.500000 Penalty: 4749.191895
	Iteration 34Q: 3 clusters Score -1110604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1110603.875000 Penalty: 4749.191895
	Iteration 35Q: 3 clusters Score -1110604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1110608.750000 Penalty: 4749.191895
	Iteration 36Q: 3 clusters Score -1110609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1110608.875000 Penalty: 4749.191895
	Iteration 37Q: 3 clusters Score -1110609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1110614.375000 Penalty: 4749.191895
	Iteration 38Q: 3 clusters Score -1110614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1110618.000000 Penalty: 4749.191895
	Iteration 39Q: 3 clusters Score -1110618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1110619.250000 Penalty: 4749.191895
	Iteration 40F: 3 clusters Score -1110619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1110616.875000 Penalty: 4749.191895
	Iteration 41Q: 3 clusters Score -1110617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1110621.500000 Penalty: 4749.191895
	Iteration 42Q: 3 clusters Score -1110622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1110628.500000 Penalty: 4749.191895
	Iteration 43Q: 3 clusters Score -1110628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1110630.625000 Penalty: 4749.191895
	Iteration 44Q: 3 clusters Score -1110631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1110636.500000 Penalty: 4749.191895
	Iteration 45Q: 3 clusters Score -1110636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1110634.875000 Penalty: 4749.191895
	Iteration 46Q: 3 clusters Score -1110635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1110641.250000 Penalty: 4749.191895
	Iteration 47Q: 3 clusters Score -1110641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1110641.375000 Penalty: 4749.191895
	Iteration 48Q: 3 clusters Score -1110641 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1110646.125000 Penalty: 4749.191895
	Iteration 49Q: 3 clusters Score -1110646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1110651.750000 Penalty: 4749.191895
	Iteration 50Q: 3 clusters Score -1110652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1110655.625000 Penalty: 4749.191895
	Iteration 51Q: 3 clusters Score -1110656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1110657.500000 Penalty: 4749.191895
	Iteration 52Q: 3 clusters Score -1110658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1110661.375000 Penalty: 4749.191895
	Iteration 53Q: 3 clusters Score -1110661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1110665.125000 Penalty: 4749.191895
	Iteration 54Q: 3 clusters Score -1110665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1110665.000000 Penalty: 4749.191895
	Iteration 55Q: 3 clusters Score -1110665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1110666.625000 Penalty: 4749.191895
	Iteration 56Q: 3 clusters Score -1110667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1110664.750000 Penalty: 4749.191895
	Iteration 57Q: 3 clusters Score -1110665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1110667.500000 Penalty: 4749.191895
	Iteration 58Q: 3 clusters Score -1110668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1110664.750000 Penalty: 4749.191895
	Iteration 59Q: 3 clusters Score -1110665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1110662.375000 Penalty: 4749.191895
	Iteration 60F: 3 clusters Score -1110662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1110668.000000 Penalty: 4749.191895
	Iteration 61Q: 3 clusters Score -1110668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1110668.125000 Penalty: 4749.191895
	Iteration 62Q: 3 clusters Score -1110668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1110670.125000 Penalty: 4749.191895
	Iteration 63Q: 3 clusters Score -1110670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1110670.125000 Penalty: 4749.191895
	Iteration 64Q: 3 clusters Score -1110670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1110670.000000 Penalty: 4749.191895
	Iteration 65Q: 3 clusters Score -1110670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1110670.250000 Penalty: 4749.191895
	Iteration 66Q: 3 clusters Score -1110670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1110670.250000 Penalty: 4749.191895
	Iteration 67F: 3 clusters Score -1110670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -31366.855469 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -31366.86 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 157 members 
Entering Unmasked Estep 
Score: -30131.255859 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -30131.26 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -30346.517578 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -30346.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30865.833984 Penalty: 2912.570557
	Iteration 2Q: 3 clusters Score -30865.83 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -31048.072266 Penalty: 2912.570557
	Iteration 3F: 3 clusters Score -31048.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -31181.537109 Penalty: 2912.570557
	Iteration 4F: 3 clusters Score -31181.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -31224.787109 Penalty: 2912.570557
	Iteration 5Q: 3 clusters Score -31224.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -31260.910156 Penalty: 2912.570557
	Iteration 6Q: 3 clusters Score -31260.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -31289.494141 Penalty: 2912.570557
	Iteration 7Q: 3 clusters Score -31289.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -31302.130859 Penalty: 2912.570557
	Iteration 8Q: 3 clusters Score -31302.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -31302.130859 Penalty: 2912.570557
	Iteration 9F: 3 clusters Score -31302.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -46276.632812 Penalty: 1558.002075
	Iteration 0F: 2 clusters Score -46276.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -44804.746094 Penalty: 3116.004150
	Iteration 0F: 3 clusters Score -44804.75 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45044.296875 Penalty: 3116.004150
	Iteration 1F: 3 clusters Score -45044.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45172.484375 Penalty: 3116.004150
	Iteration 2F: 3 clusters Score -45172.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45298.386719 Penalty: 3116.004150
	Iteration 3F: 3 clusters Score -45298.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45390.558594 Penalty: 3116.004150
	Iteration 4Q: 3 clusters Score -45390.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -45504.378906 Penalty: 3116.004150
	Iteration 5Q: 3 clusters Score -45504.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -45630.316406 Penalty: 3116.004150
	Iteration 6Q: 3 clusters Score -45630.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -45697.605469 Penalty: 3116.004150
	Iteration 7Q: 3 clusters Score -45697.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45714.398438 Penalty: 3116.004150
	Iteration 8Q: 3 clusters Score -45714.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -45731.992188 Penalty: 3116.004150
	Iteration 9Q: 3 clusters Score -45731.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45761.632812 Penalty: 3116.004150
	Iteration 10Q: 3 clusters Score -45761.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -45812.746094 Penalty: 3116.004150
	Iteration 11Q: 3 clusters Score -45812.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -45927.914062 Penalty: 3116.004150
	Iteration 12Q: 3 clusters Score -45927.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46003.949219 Penalty: 3116.004150
	Iteration 13Q: 3 clusters Score -46003.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -46042.765625 Penalty: 3116.004150
	Iteration 14Q: 3 clusters Score -46042.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46092.746094 Penalty: 3116.004150
	Iteration 15Q: 3 clusters Score -46092.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -46133.363281 Penalty: 3116.004150
	Iteration 16Q: 3 clusters Score -46133.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -46164.480469 Penalty: 3116.004150
	Iteration 17Q: 3 clusters Score -46164.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46198.816406 Penalty: 3116.004150
	Iteration 18Q: 3 clusters Score -46198.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46217.773438 Penalty: 3116.004150
	Iteration 19Q: 3 clusters Score -46217.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -46248.730469 Penalty: 3116.004150
	Iteration 20F: 3 clusters Score -46248.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -46300.707031 Penalty: 3116.004150
	Iteration 21Q: 3 clusters Score -46300.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -46328.378906 Penalty: 3116.004150
	Iteration 22Q: 3 clusters Score -46328.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46383.875000 Penalty: 3116.004150
	Iteration 23Q: 3 clusters Score -46383.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -46495.507812 Penalty: 3116.004150
	Iteration 24Q: 3 clusters Score -46495.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46535.937500 Penalty: 3116.004150
	Iteration 25Q: 3 clusters Score -46535.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46545.886719 Penalty: 3116.004150
	Iteration 26Q: 3 clusters Score -46545.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46545.886719 Penalty: 3116.004150
	Iteration 27F: 3 clusters Score -46545.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58382 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 7703 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 6354 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90172 members 
Mstep: Class 11 contains 8620 members 
Mstep: Class 12 contains 31279 members 
Mstep: Class 13 contains 6459 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 10544 members 
Mstep: Class 16 contains 17114 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10476 members 
Mstep: Class 21 contains 14498 members 
Mstep: Class 22 contains 10031 members 
Mstep: Class 23 contains 26018 members 
Mstep: Class 24 contains 14400 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 297 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14063 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 17940 members 
Mstep: Class 31 contains 16939 members 
Mstep: Class 32 contains 10454 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4658 members 
Mstep: Class 35 contains 12168 members 
Mstep: Class 36 contains 27686 members 
Mstep: Class 37 contains 19916 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8921 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16963 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7487 members 
Mstep: Class 45 contains 5372 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6026 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16154 members 
Mstep: Class 50 contains 14449 members 
Mstep: Class 51 contains 4478 members 
Mstep: Class 52 contains 3470 members 
Mstep: Class 53 contains 16647 members 
Mstep: Class 54 contains 13752 members 
Mstep: Class 55 contains 238 members 
Entering Unmasked Estep 
Score: -64768364.000000 Penalty: 182530.078125
Splitting cluster 26 changes total score from -64769844.000000 to -64768364.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (9576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Entering Unmasked Estep 
Score: -1023267.500000 Penalty: 2273.419678
	Iteration 0F: 2 clusters Score -1023268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1015851.812500 Penalty: 4546.839355
	Iteration 0F: 3 clusters Score -1015852 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1017896.562500 Penalty: 4546.839355
	Iteration 1F: 3 clusters Score -1017897 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1018177.500000 Penalty: 4546.839355
	Iteration 2F: 3 clusters Score -1018178 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1018364.312500 Penalty: 4546.839355
	Iteration 3Q: 3 clusters Score -1018364 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1018532.375000 Penalty: 4546.839355
	Iteration 4Q: 3 clusters Score -1018532 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1018701.562500 Penalty: 4546.839355
	Iteration 5Q: 3 clusters Score -1018702 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1018887.625000 Penalty: 4546.839355
	Iteration 6Q: 3 clusters Score -1018888 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1019088.062500 Penalty: 4546.839355
	Iteration 7Q: 3 clusters Score -1019088 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1019277.375000 Penalty: 4546.839355
	Iteration 8Q: 3 clusters Score -1019277 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1019442.000000 Penalty: 4546.839355
	Iteration 9Q: 3 clusters Score -1019442 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1019575.937500 Penalty: 4546.839355
	Iteration 10Q: 3 clusters Score -1019576 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1019695.750000 Penalty: 4546.839355
	Iteration 11Q: 3 clusters Score -1019696 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1019806.625000 Penalty: 4546.839355
	Iteration 12Q: 3 clusters Score -1019807 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1019918.437500 Penalty: 4546.839355
	Iteration 13Q: 3 clusters Score -1019918 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1020010.625000 Penalty: 4546.839355
	Iteration 14Q: 3 clusters Score -1020011 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1020101.437500 Penalty: 4546.839355
	Iteration 15Q: 3 clusters Score -1020101 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1020183.625000 Penalty: 4546.839355
	Iteration 16Q: 3 clusters Score -1020184 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1020272.937500 Penalty: 4546.839355
	Iteration 17Q: 3 clusters Score -1020273 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1020347.437500 Penalty: 4546.839355
	Iteration 18Q: 3 clusters Score -1020347 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1020434.125000 Penalty: 4546.839355
	Iteration 19Q: 3 clusters Score -1020434 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1020508.125000 Penalty: 4546.839355
	Iteration 20F: 3 clusters Score -1020508 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1020590.000000 Penalty: 4546.839355
	Iteration 21Q: 3 clusters Score -1020590 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1020659.625000 Penalty: 4546.839355
	Iteration 22Q: 3 clusters Score -1020660 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1020730.187500 Penalty: 4546.839355
	Iteration 23Q: 3 clusters Score -1020730 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1020799.000000 Penalty: 4546.839355
	Iteration 24Q: 3 clusters Score -1020799 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1020863.375000 Penalty: 4546.839355
	Iteration 25Q: 3 clusters Score -1020863 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1020908.500000 Penalty: 4546.839355
	Iteration 26Q: 3 clusters Score -1020908 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1020950.687500 Penalty: 4546.839355
	Iteration 27Q: 3 clusters Score -1020951 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1020982.375000 Penalty: 4546.839355
	Iteration 28Q: 3 clusters Score -1020982 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1021015.187500 Penalty: 4546.839355
	Iteration 29Q: 3 clusters Score -1021015 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1021051.812500 Penalty: 4546.839355
	Iteration 30Q: 3 clusters Score -1021052 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1021095.062500 Penalty: 4546.839355
	Iteration 31Q: 3 clusters Score -1021095 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1021126.250000 Penalty: 4546.839355
	Iteration 32Q: 3 clusters Score -1021126 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1021151.687500 Penalty: 4546.839355
	Iteration 33Q: 3 clusters Score -1021152 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1021171.500000 Penalty: 4546.839355
	Iteration 34Q: 3 clusters Score -1021172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1021188.875000 Penalty: 4546.839355
	Iteration 35Q: 3 clusters Score -1021189 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1021199.625000 Penalty: 4546.839355
	Iteration 36Q: 3 clusters Score -1021200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1021211.062500 Penalty: 4546.839355
	Iteration 37Q: 3 clusters Score -1021211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1021219.125000 Penalty: 4546.839355
	Iteration 38Q: 3 clusters Score -1021219 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1021234.062500 Penalty: 4546.839355
	Iteration 39Q: 3 clusters Score -1021234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1021245.437500 Penalty: 4546.839355
	Iteration 40F: 3 clusters Score -1021245 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1021255.187500 Penalty: 4546.839355
	Iteration 41Q: 3 clusters Score -1021255 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1021266.562500 Penalty: 4546.839355
	Iteration 42Q: 3 clusters Score -1021267 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1021279.937500 Penalty: 4546.839355
	Iteration 43Q: 3 clusters Score -1021280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1021286.875000 Penalty: 4546.839355
	Iteration 44Q: 3 clusters Score -1021287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1021294.375000 Penalty: 4546.839355
	Iteration 45Q: 3 clusters Score -1021294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1021302.312500 Penalty: 4546.839355
	Iteration 46Q: 3 clusters Score -1021302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1021307.625000 Penalty: 4546.839355
	Iteration 47Q: 3 clusters Score -1021308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1021317.812500 Penalty: 4546.839355
	Iteration 48Q: 3 clusters Score -1021318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1021331.000000 Penalty: 4546.839355
	Iteration 49Q: 3 clusters Score -1021331 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1021339.500000 Penalty: 4546.839355
	Iteration 50Q: 3 clusters Score -1021340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1021348.187500 Penalty: 4546.839355
	Iteration 51Q: 3 clusters Score -1021348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1021361.000000 Penalty: 4546.839355
	Iteration 52Q: 3 clusters Score -1021361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1021367.937500 Penalty: 4546.839355
	Iteration 53Q: 3 clusters Score -1021368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1021375.187500 Penalty: 4546.839355
	Iteration 54Q: 3 clusters Score -1021375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1021381.062500 Penalty: 4546.839355
	Iteration 55Q: 3 clusters Score -1021381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1021387.312500 Penalty: 4546.839355
	Iteration 56Q: 3 clusters Score -1021387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1021391.750000 Penalty: 4546.839355
	Iteration 57Q: 3 clusters Score -1021392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1021394.125000 Penalty: 4546.839355
	Iteration 58Q: 3 clusters Score -1021394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1021397.000000 Penalty: 4546.839355
	Iteration 59Q: 3 clusters Score -1021397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1021397.812500 Penalty: 4546.839355
	Iteration 60F: 3 clusters Score -1021398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1021400.125000 Penalty: 4546.839355
	Iteration 61Q: 3 clusters Score -1021400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1021402.625000 Penalty: 4546.839355
	Iteration 62Q: 3 clusters Score -1021403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1021403.937500 Penalty: 4546.839355
	Iteration 63Q: 3 clusters Score -1021404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1021406.375000 Penalty: 4546.839355
	Iteration 64Q: 3 clusters Score -1021406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1021409.312500 Penalty: 4546.839355
	Iteration 65Q: 3 clusters Score -1021409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1021409.125000 Penalty: 4546.839355
	Iteration 66Q: 3 clusters Score -1021409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1021409.500000 Penalty: 4546.839355
	Iteration 67Q: 3 clusters Score -1021410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1021410.125000 Penalty: 4546.839355
	Iteration 68Q: 3 clusters Score -1021410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1021411.000000 Penalty: 4546.839355
	Iteration 69Q: 3 clusters Score -1021411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1021409.937500 Penalty: 4546.839355
	Iteration 70Q: 3 clusters Score -1021410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1021409.875000 Penalty: 4546.839355
	Iteration 71Q: 3 clusters Score -1021410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1021411.062500 Penalty: 4546.839355
	Iteration 72Q: 3 clusters Score -1021411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1021411.062500 Penalty: 4546.839355
	Iteration 73F: 3 clusters Score -1021411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Entering Unmasked Estep 
Score: -1547588.375000 Penalty: 2368.723145
	Iteration 0F: 2 clusters Score -1547588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1537292.750000 Penalty: 4737.446289
	Iteration 0F: 3 clusters Score -1537293 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1540409.500000 Penalty: 4737.446289
	Iteration 1F: 3 clusters Score -1540410 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1540762.125000 Penalty: 4737.446289
	Iteration 2F: 3 clusters Score -1540762 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1541017.500000 Penalty: 4737.446289
	Iteration 3F: 3 clusters Score -1541018 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1541184.000000 Penalty: 4737.446289
	Iteration 4Q: 3 clusters Score -1541184 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1541337.250000 Penalty: 4737.446289
	Iteration 5Q: 3 clusters Score -1541337 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1541496.875000 Penalty: 4737.446289
	Iteration 6Q: 3 clusters Score -1541497 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1541642.000000 Penalty: 4737.446289
	Iteration 7Q: 3 clusters Score -1541642 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1541786.625000 Penalty: 4737.446289
	Iteration 8Q: 3 clusters Score -1541787 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1541922.250000 Penalty: 4737.446289
	Iteration 9Q: 3 clusters Score -1541922 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1542064.875000 Penalty: 4737.446289
	Iteration 10Q: 3 clusters Score -1542065 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1542220.750000 Penalty: 4737.446289
	Iteration 11Q: 3 clusters Score -1542221 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1542413.000000 Penalty: 4737.446289
	Iteration 12Q: 3 clusters Score -1542413 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1542681.625000 Penalty: 4737.446289
	Iteration 13Q: 3 clusters Score -1542682 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1543030.750000 Penalty: 4737.446289
	Iteration 14Q: 3 clusters Score -1543031 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1543428.500000 Penalty: 4737.446289
	Iteration 15Q: 3 clusters Score -1543428 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1543832.375000 Penalty: 4737.446289
	Iteration 16Q: 3 clusters Score -1543832 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1544220.250000 Penalty: 4737.446289
	Iteration 17Q: 3 clusters Score -1544220 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1544589.250000 Penalty: 4737.446289
	Iteration 18Q: 3 clusters Score -1544589 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1544868.250000 Penalty: 4737.446289
	Iteration 19Q: 3 clusters Score -1544868 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1545047.250000 Penalty: 4737.446289
	Iteration 20F: 3 clusters Score -1545047 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1545163.000000 Penalty: 4737.446289
	Iteration 21Q: 3 clusters Score -1545163 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1545230.875000 Penalty: 4737.446289
	Iteration 22Q: 3 clusters Score -1545231 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1545297.000000 Penalty: 4737.446289
	Iteration 23Q: 3 clusters Score -1545297 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1545338.500000 Penalty: 4737.446289
	Iteration 24Q: 3 clusters Score -1545338 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1545374.125000 Penalty: 4737.446289
	Iteration 25Q: 3 clusters Score -1545374 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1545406.375000 Penalty: 4737.446289
	Iteration 26Q: 3 clusters Score -1545406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1545430.500000 Penalty: 4737.446289
	Iteration 27Q: 3 clusters Score -1545430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1545451.625000 Penalty: 4737.446289
	Iteration 28Q: 3 clusters Score -1545452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1545465.625000 Penalty: 4737.446289
	Iteration 29Q: 3 clusters Score -1545466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1545478.625000 Penalty: 4737.446289
	Iteration 30Q: 3 clusters Score -1545479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1545485.500000 Penalty: 4737.446289
	Iteration 31Q: 3 clusters Score -1545486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1545488.625000 Penalty: 4737.446289
	Iteration 32Q: 3 clusters Score -1545489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1545491.500000 Penalty: 4737.446289
	Iteration 33Q: 3 clusters Score -1545492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1545498.125000 Penalty: 4737.446289
	Iteration 34Q: 3 clusters Score -1545498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1545504.250000 Penalty: 4737.446289
	Iteration 35Q: 3 clusters Score -1545504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1545507.125000 Penalty: 4737.446289
	Iteration 36Q: 3 clusters Score -1545507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1545509.125000 Penalty: 4737.446289
	Iteration 37Q: 3 clusters Score -1545509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1545515.125000 Penalty: 4737.446289
	Iteration 38Q: 3 clusters Score -1545515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1545514.875000 Penalty: 4737.446289
	Iteration 39Q: 3 clusters Score -1545515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1545519.500000 Penalty: 4737.446289
	Iteration 40F: 3 clusters Score -1545520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1545519.000000 Penalty: 4737.446289
	Iteration 41Q: 3 clusters Score -1545519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1545519.000000 Penalty: 4737.446289
	Iteration 42F: 3 clusters Score -1545519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Entering Unmasked Estep 
Score: -542086.125000 Penalty: 2139.037354
	Iteration 0F: 2 clusters Score -542086.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -537206.687500 Penalty: 4278.074707
	Iteration 0F: 3 clusters Score -537206.7 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -538660.000000 Penalty: 4278.074707
	Iteration 1F: 3 clusters Score -538660 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -539219.000000 Penalty: 4278.074707
	Iteration 2F: 3 clusters Score -539219 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -539715.437500 Penalty: 4278.074707
	Iteration 3F: 3 clusters Score -539715.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -540194.687500 Penalty: 4278.074707
	Iteration 4F: 3 clusters Score -540194.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -540677.062500 Penalty: 4278.074707
	Iteration 5F: 3 clusters Score -540677.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -541054.937500 Penalty: 4278.074707
	Iteration 6F: 3 clusters Score -541054.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -541313.312500 Penalty: 4278.074707
	Iteration 7Q: 3 clusters Score -541313.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -541474.937500 Penalty: 4278.074707
	Iteration 8Q: 3 clusters Score -541474.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -541570.875000 Penalty: 4278.074707
	Iteration 9Q: 3 clusters Score -541570.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -541635.375000 Penalty: 4278.074707
	Iteration 10Q: 3 clusters Score -541635.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -541679.000000 Penalty: 4278.074707
	Iteration 11Q: 3 clusters Score -541679 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -541725.062500 Penalty: 4278.074707
	Iteration 12Q: 3 clusters Score -541725.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -541762.500000 Penalty: 4278.074707
	Iteration 13Q: 3 clusters Score -541762.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -541791.625000 Penalty: 4278.074707
	Iteration 14Q: 3 clusters Score -541791.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -541811.687500 Penalty: 4278.074707
	Iteration 15Q: 3 clusters Score -541811.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -541824.000000 Penalty: 4278.074707
	Iteration 16Q: 3 clusters Score -541824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -541833.812500 Penalty: 4278.074707
	Iteration 17Q: 3 clusters Score -541833.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -541841.750000 Penalty: 4278.074707
	Iteration 18Q: 3 clusters Score -541841.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -541851.062500 Penalty: 4278.074707
	Iteration 19Q: 3 clusters Score -541851.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -541856.000000 Penalty: 4278.074707
	Iteration 20F: 3 clusters Score -541856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -541859.562500 Penalty: 4278.074707
	Iteration 21Q: 3 clusters Score -541859.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -541862.875000 Penalty: 4278.074707
	Iteration 22Q: 3 clusters Score -541862.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -541868.000000 Penalty: 4278.074707
	Iteration 23Q: 3 clusters Score -541868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -541870.562500 Penalty: 4278.074707
	Iteration 24Q: 3 clusters Score -541870.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -541873.437500 Penalty: 4278.074707
	Iteration 25Q: 3 clusters Score -541873.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -541878.562500 Penalty: 4278.074707
	Iteration 26Q: 3 clusters Score -541878.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -541878.562500 Penalty: 4278.074707
	Iteration 27Q: 3 clusters Score -541878.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -541883.062500 Penalty: 4278.074707
	Iteration 28Q: 3 clusters Score -541883.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -541885.062500 Penalty: 4278.074707
	Iteration 29Q: 3 clusters Score -541885.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -541888.062500 Penalty: 4278.074707
	Iteration 30Q: 3 clusters Score -541888.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -541889.625000 Penalty: 4278.074707
	Iteration 31Q: 3 clusters Score -541889.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -541890.937500 Penalty: 4278.074707
	Iteration 32Q: 3 clusters Score -541890.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -541892.000000 Penalty: 4278.074707
	Iteration 33Q: 3 clusters Score -541892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -541892.812500 Penalty: 4278.074707
	Iteration 34Q: 3 clusters Score -541892.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -541893.562500 Penalty: 4278.074707
	Iteration 35Q: 3 clusters Score -541893.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -541895.750000 Penalty: 4278.074707
	Iteration 36Q: 3 clusters Score -541895.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -541895.750000 Penalty: 4278.074707
	Iteration 37Q: 3 clusters Score -541895.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -541895.875000 Penalty: 4278.074707
	Iteration 38Q: 3 clusters Score -541895.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -541896.250000 Penalty: 4278.074707
	Iteration 39Q: 3 clusters Score -541896.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -541898.250000 Penalty: 4278.074707
	Iteration 40F: 3 clusters Score -541898.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -541901.375000 Penalty: 4278.074707
	Iteration 41Q: 3 clusters Score -541901.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -541903.437500 Penalty: 4278.074707
	Iteration 42Q: 3 clusters Score -541903.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -541904.562500 Penalty: 4278.074707
	Iteration 43Q: 3 clusters Score -541904.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -541904.562500 Penalty: 4278.074707
	Iteration 44F: 3 clusters Score -541904.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (17940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Entering Unmasked Estep 
Score: -1723501.625000 Penalty: 2429.107422
	Iteration 0F: 2 clusters Score -1723502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1710618.375000 Penalty: 4858.214844
	Iteration 0F: 3 clusters Score -1710618 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1715253.500000 Penalty: 4858.214844
	Iteration 1F: 3 clusters Score -1715254 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1716111.375000 Penalty: 4858.214844
	Iteration 2F: 3 clusters Score -1716111 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1716991.750000 Penalty: 4858.214844
	Iteration 3F: 3 clusters Score -1716992 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1717819.500000 Penalty: 4858.214844
	Iteration 4F: 3 clusters Score -1717820 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1718562.375000 Penalty: 4858.214844
	Iteration 5F: 3 clusters Score -1718562 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1719206.750000 Penalty: 4858.214844
	Iteration 6F: 3 clusters Score -1719207 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1719805.250000 Penalty: 4858.214844
	Iteration 7F: 3 clusters Score -1719805 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1720351.625000 Penalty: 4858.214844
	Iteration 8Q: 3 clusters Score -1720352 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1720833.625000 Penalty: 4858.214844
	Iteration 9Q: 3 clusters Score -1720834 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1721257.250000 Penalty: 4858.214844
	Iteration 10Q: 3 clusters Score -1721257 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1721590.750000 Penalty: 4858.214844
	Iteration 11Q: 3 clusters Score -1721591 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1721812.250000 Penalty: 4858.214844
	Iteration 12Q: 3 clusters Score -1721812 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1721952.750000 Penalty: 4858.214844
	Iteration 13Q: 3 clusters Score -1721953 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1722044.125000 Penalty: 4858.214844
	Iteration 14Q: 3 clusters Score -1722044 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1722096.875000 Penalty: 4858.214844
	Iteration 15Q: 3 clusters Score -1722097 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1722128.500000 Penalty: 4858.214844
	Iteration 16Q: 3 clusters Score -1722128 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1722140.500000 Penalty: 4858.214844
	Iteration 17Q: 3 clusters Score -1722140 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1722156.500000 Penalty: 4858.214844
	Iteration 18Q: 3 clusters Score -1722156 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1722167.125000 Penalty: 4858.214844
	Iteration 19Q: 3 clusters Score -1722167 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1722172.125000 Penalty: 4858.214844
	Iteration 20F: 3 clusters Score -1722172 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1722180.250000 Penalty: 4858.214844
	Iteration 21Q: 3 clusters Score -1722180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1722183.250000 Penalty: 4858.214844
	Iteration 22Q: 3 clusters Score -1722183 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1722185.500000 Penalty: 4858.214844
	Iteration 23Q: 3 clusters Score -1722186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1722194.250000 Penalty: 4858.214844
	Iteration 24Q: 3 clusters Score -1722194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1722199.750000 Penalty: 4858.214844
	Iteration 25Q: 3 clusters Score -1722200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1722197.250000 Penalty: 4858.214844
	Iteration 26Q: 3 clusters Score -1722197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1722202.000000 Penalty: 4858.214844
	Iteration 27Q: 3 clusters Score -1722202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1722204.625000 Penalty: 4858.214844
	Iteration 28Q: 3 clusters Score -1722205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1722205.250000 Penalty: 4858.214844
	Iteration 29Q: 3 clusters Score -1722205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1722205.000000 Penalty: 4858.214844
	Iteration 30Q: 3 clusters Score -1722205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1722206.250000 Penalty: 4858.214844
	Iteration 31Q: 3 clusters Score -1722206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1722204.375000 Penalty: 4858.214844
	Iteration 32Q: 3 clusters Score -1722204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1722208.125000 Penalty: 4858.214844
	Iteration 33Q: 3 clusters Score -1722208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1722208.625000 Penalty: 4858.214844
	Iteration 34Q: 3 clusters Score -1722209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1722208.250000 Penalty: 4858.214844
	Iteration 35Q: 3 clusters Score -1722208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1722210.625000 Penalty: 4858.214844
	Iteration 36Q: 3 clusters Score -1722211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1722215.750000 Penalty: 4858.214844
	Iteration 37Q: 3 clusters Score -1722216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1722212.625000 Penalty: 4858.214844
	Iteration 38Q: 3 clusters Score -1722213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1722215.125000 Penalty: 4858.214844
	Iteration 39Q: 3 clusters Score -1722215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1722214.375000 Penalty: 4858.214844
	Iteration 40F: 3 clusters Score -1722214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1722217.500000 Penalty: 4858.214844
	Iteration 41Q: 3 clusters Score -1722218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1722216.625000 Penalty: 4858.214844
	Iteration 42Q: 3 clusters Score -1722217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1722216.625000 Penalty: 4858.214844
	Iteration 43F: 3 clusters Score -1722217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (16939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Entering Unmasked Estep 
Score: -1813925.375000 Penalty: 2414.868896
	Iteration 0F: 2 clusters Score -1813925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1801918.375000 Penalty: 4829.737793
	Iteration 0F: 3 clusters Score -1801918 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1805715.750000 Penalty: 4829.737793
	Iteration 1F: 3 clusters Score -1805716 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1806136.000000 Penalty: 4829.737793
	Iteration 2F: 3 clusters Score -1806136 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1806492.125000 Penalty: 4829.737793
	Iteration 3Q: 3 clusters Score -1806492 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1806856.875000 Penalty: 4829.737793
	Iteration 4Q: 3 clusters Score -1806857 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1807213.625000 Penalty: 4829.737793
	Iteration 5Q: 3 clusters Score -1807214 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1807578.125000 Penalty: 4829.737793
	Iteration 6Q: 3 clusters Score -1807578 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1807999.375000 Penalty: 4829.737793
	Iteration 7Q: 3 clusters Score -1807999 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1808543.750000 Penalty: 4829.737793
	Iteration 8Q: 3 clusters Score -1808544 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1809158.125000 Penalty: 4829.737793
	Iteration 9Q: 3 clusters Score -1809158 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1809817.375000 Penalty: 4829.737793
	Iteration 10Q: 3 clusters Score -1809817 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1810506.375000 Penalty: 4829.737793
	Iteration 11Q: 3 clusters Score -1810506 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1811085.000000 Penalty: 4829.737793
	Iteration 12Q: 3 clusters Score -1811085 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1811503.250000 Penalty: 4829.737793
	Iteration 13Q: 3 clusters Score -1811503 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1811780.000000 Penalty: 4829.737793
	Iteration 14Q: 3 clusters Score -1811780 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1811938.625000 Penalty: 4829.737793
	Iteration 15Q: 3 clusters Score -1811939 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1812051.500000 Penalty: 4829.737793
	Iteration 16Q: 3 clusters Score -1812052 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1812118.500000 Penalty: 4829.737793
	Iteration 17Q: 3 clusters Score -1812118 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1812145.875000 Penalty: 4829.737793
	Iteration 18Q: 3 clusters Score -1812146 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1812167.375000 Penalty: 4829.737793
	Iteration 19Q: 3 clusters Score -1812167 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1812181.375000 Penalty: 4829.737793
	Iteration 20F: 3 clusters Score -1812181 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1812192.750000 Penalty: 4829.737793
	Iteration 21Q: 3 clusters Score -1812193 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1812198.125000 Penalty: 4829.737793
	Iteration 22Q: 3 clusters Score -1812198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1812201.625000 Penalty: 4829.737793
	Iteration 23Q: 3 clusters Score -1812202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1812204.250000 Penalty: 4829.737793
	Iteration 24Q: 3 clusters Score -1812204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1812208.500000 Penalty: 4829.737793
	Iteration 25Q: 3 clusters Score -1812208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1812208.750000 Penalty: 4829.737793
	Iteration 26Q: 3 clusters Score -1812209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1812213.375000 Penalty: 4829.737793
	Iteration 27Q: 3 clusters Score -1812213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1812213.875000 Penalty: 4829.737793
	Iteration 28Q: 3 clusters Score -1812214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1812210.375000 Penalty: 4829.737793
	Iteration 29Q: 3 clusters Score -1812210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1812213.000000 Penalty: 4829.737793
	Iteration 30Q: 3 clusters Score -1812213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1812211.750000 Penalty: 4829.737793
	Iteration 31Q: 3 clusters Score -1812212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1812211.250000 Penalty: 4829.737793
	Iteration 32Q: 3 clusters Score -1812211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1812211.250000 Penalty: 4829.737793
	Iteration 33F: 3 clusters Score -1812211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Entering Unmasked Estep 
Score: -1059276.125000 Penalty: 2295.175537
	Iteration 0F: 2 clusters Score -1059276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1051358.625000 Penalty: 4590.351074
	Iteration 0F: 3 clusters Score -1051359 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1053690.125000 Penalty: 4590.351074
	Iteration 1F: 3 clusters Score -1053690 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1054025.750000 Penalty: 4590.351074
	Iteration 2F: 3 clusters Score -1054026 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1054253.000000 Penalty: 4590.351074
	Iteration 3F: 3 clusters Score -1054253 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1054438.625000 Penalty: 4590.351074
	Iteration 4Q: 3 clusters Score -1054439 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1054607.000000 Penalty: 4590.351074
	Iteration 5Q: 3 clusters Score -1054607 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1054791.500000 Penalty: 4590.351074
	Iteration 6Q: 3 clusters Score -1054792 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1055010.000000 Penalty: 4590.351074
	Iteration 7Q: 3 clusters Score -1055010 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1055253.000000 Penalty: 4590.351074
	Iteration 8Q: 3 clusters Score -1055253 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1055497.250000 Penalty: 4590.351074
	Iteration 9Q: 3 clusters Score -1055497 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1055753.625000 Penalty: 4590.351074
	Iteration 10Q: 3 clusters Score -1055754 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1056016.250000 Penalty: 4590.351074
	Iteration 11Q: 3 clusters Score -1056016 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1056254.875000 Penalty: 4590.351074
	Iteration 12Q: 3 clusters Score -1056255 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1056458.500000 Penalty: 4590.351074
	Iteration 13Q: 3 clusters Score -1056458 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1056656.250000 Penalty: 4590.351074
	Iteration 14Q: 3 clusters Score -1056656 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1056825.000000 Penalty: 4590.351074
	Iteration 15Q: 3 clusters Score -1056825 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1056956.250000 Penalty: 4590.351074
	Iteration 16Q: 3 clusters Score -1056956 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1057072.000000 Penalty: 4590.351074
	Iteration 17Q: 3 clusters Score -1057072 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1057160.625000 Penalty: 4590.351074
	Iteration 18Q: 3 clusters Score -1057161 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1057219.375000 Penalty: 4590.351074
	Iteration 19Q: 3 clusters Score -1057219 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1057257.125000 Penalty: 4590.351074
	Iteration 20F: 3 clusters Score -1057257 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1057285.250000 Penalty: 4590.351074
	Iteration 21Q: 3 clusters Score -1057285 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1057303.000000 Penalty: 4590.351074
	Iteration 22Q: 3 clusters Score -1057303 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1057318.375000 Penalty: 4590.351074
	Iteration 23Q: 3 clusters Score -1057318 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1057332.625000 Penalty: 4590.351074
	Iteration 24Q: 3 clusters Score -1057333 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1057344.750000 Penalty: 4590.351074
	Iteration 25Q: 3 clusters Score -1057345 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1057354.250000 Penalty: 4590.351074
	Iteration 26Q: 3 clusters Score -1057354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1057363.625000 Penalty: 4590.351074
	Iteration 27Q: 3 clusters Score -1057364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1057373.125000 Penalty: 4590.351074
	Iteration 28Q: 3 clusters Score -1057373 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1057381.625000 Penalty: 4590.351074
	Iteration 29Q: 3 clusters Score -1057382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1057389.750000 Penalty: 4590.351074
	Iteration 30Q: 3 clusters Score -1057390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1057399.625000 Penalty: 4590.351074
	Iteration 31Q: 3 clusters Score -1057400 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1057409.500000 Penalty: 4590.351074
	Iteration 32Q: 3 clusters Score -1057410 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1057420.000000 Penalty: 4590.351074
	Iteration 33Q: 3 clusters Score -1057420 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1057429.125000 Penalty: 4590.351074
	Iteration 34Q: 3 clusters Score -1057429 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1057442.000000 Penalty: 4590.351074
	Iteration 35Q: 3 clusters Score -1057442 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1057455.250000 Penalty: 4590.351074
	Iteration 36Q: 3 clusters Score -1057455 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1057474.625000 Penalty: 4590.351074
	Iteration 37Q: 3 clusters Score -1057475 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1057481.125000 Penalty: 4590.351074
	Iteration 38Q: 3 clusters Score -1057481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1057484.125000 Penalty: 4590.351074
	Iteration 39Q: 3 clusters Score -1057484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1057491.500000 Penalty: 4590.351074
	Iteration 40F: 3 clusters Score -1057492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1057494.625000 Penalty: 4590.351074
	Iteration 41Q: 3 clusters Score -1057495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1057500.125000 Penalty: 4590.351074
	Iteration 42Q: 3 clusters Score -1057500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1057506.250000 Penalty: 4590.351074
	Iteration 43Q: 3 clusters Score -1057506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1057508.000000 Penalty: 4590.351074
	Iteration 44Q: 3 clusters Score -1057508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1057514.000000 Penalty: 4590.351074
	Iteration 45Q: 3 clusters Score -1057514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1057515.625000 Penalty: 4590.351074
	Iteration 46Q: 3 clusters Score -1057516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1057521.000000 Penalty: 4590.351074
	Iteration 47Q: 3 clusters Score -1057521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1057522.625000 Penalty: 4590.351074
	Iteration 48Q: 3 clusters Score -1057523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1057526.375000 Penalty: 4590.351074
	Iteration 49Q: 3 clusters Score -1057526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1057530.500000 Penalty: 4590.351074
	Iteration 50Q: 3 clusters Score -1057530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1057535.750000 Penalty: 4590.351074
	Iteration 51Q: 3 clusters Score -1057536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1057542.625000 Penalty: 4590.351074
	Iteration 52Q: 3 clusters Score -1057543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1057545.750000 Penalty: 4590.351074
	Iteration 53Q: 3 clusters Score -1057546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1057547.375000 Penalty: 4590.351074
	Iteration 54Q: 3 clusters Score -1057547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1057557.125000 Penalty: 4590.351074
	Iteration 55Q: 3 clusters Score -1057557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1057562.875000 Penalty: 4590.351074
	Iteration 56Q: 3 clusters Score -1057563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1057569.500000 Penalty: 4590.351074
	Iteration 57Q: 3 clusters Score -1057570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1057575.125000 Penalty: 4590.351074
	Iteration 58Q: 3 clusters Score -1057575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1057575.625000 Penalty: 4590.351074
	Iteration 59Q: 3 clusters Score -1057576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1057581.125000 Penalty: 4590.351074
	Iteration 60F: 3 clusters Score -1057581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1057587.375000 Penalty: 4590.351074
	Iteration 61Q: 3 clusters Score -1057587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1057594.500000 Penalty: 4590.351074
	Iteration 62Q: 3 clusters Score -1057594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1057600.375000 Penalty: 4590.351074
	Iteration 63Q: 3 clusters Score -1057600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1057609.250000 Penalty: 4590.351074
	Iteration 64Q: 3 clusters Score -1057609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1057612.250000 Penalty: 4590.351074
	Iteration 65Q: 3 clusters Score -1057612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1057620.250000 Penalty: 4590.351074
	Iteration 66Q: 3 clusters Score -1057620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1057624.625000 Penalty: 4590.351074
	Iteration 67Q: 3 clusters Score -1057625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1057622.875000 Penalty: 4590.351074
	Iteration 68Q: 3 clusters Score -1057623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1057626.250000 Penalty: 4590.351074
	Iteration 69Q: 3 clusters Score -1057626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1057625.500000 Penalty: 4590.351074
	Iteration 70Q: 3 clusters Score -1057626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1057626.750000 Penalty: 4590.351074
	Iteration 71Q: 3 clusters Score -1057627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1057626.750000 Penalty: 4590.351074
	Iteration 72Q: 3 clusters Score -1057627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1057629.000000 Penalty: 4590.351074
	Iteration 73Q: 3 clusters Score -1057629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1057631.000000 Penalty: 4590.351074
	Iteration 74Q: 3 clusters Score -1057631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1057631.875000 Penalty: 4590.351074
	Iteration 75Q: 3 clusters Score -1057632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1057633.125000 Penalty: 4590.351074
	Iteration 76Q: 3 clusters Score -1057633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1057633.750000 Penalty: 4590.351074
	Iteration 77Q: 3 clusters Score -1057634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1057634.875000 Penalty: 4590.351074
	Iteration 78Q: 3 clusters Score -1057635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1057635.000000 Penalty: 4590.351074
	Iteration 79Q: 3 clusters Score -1057635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1057635.125000 Penalty: 4590.351074
	Iteration 80F: 3 clusters Score -1057635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1057635.125000 Penalty: 4590.351074
	Iteration 81Q: 3 clusters Score -1057635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1057637.000000 Penalty: 4590.351074
	Iteration 82Q: 3 clusters Score -1057637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1057637.250000 Penalty: 4590.351074
	Iteration 83Q: 3 clusters Score -1057637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1057641.125000 Penalty: 4590.351074
	Iteration 84Q: 3 clusters Score -1057641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1057640.875000 Penalty: 4590.351074
	Iteration 85Q: 3 clusters Score -1057641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1057641.125000 Penalty: 4590.351074
	Iteration 86Q: 3 clusters Score -1057641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1057640.125000 Penalty: 4590.351074
	Iteration 87Q: 3 clusters Score -1057640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1057644.625000 Penalty: 4590.351074
	Iteration 88Q: 3 clusters Score -1057645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1057647.625000 Penalty: 4590.351074
	Iteration 89Q: 3 clusters Score -1057648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1057649.875000 Penalty: 4590.351074
	Iteration 90Q: 3 clusters Score -1057650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1057650.250000 Penalty: 4590.351074
	Iteration 91Q: 3 clusters Score -1057650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1057650.250000 Penalty: 4590.351074
	Iteration 92F: 3 clusters Score -1057650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Entering Unmasked Estep 
Score: -756293.000000 Penalty: 2192.786621
	Iteration 0F: 2 clusters Score -756293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -750550.500000 Penalty: 4385.573242
	Iteration 0F: 3 clusters Score -750550.5 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -752083.687500 Penalty: 4385.573242
	Iteration 1F: 3 clusters Score -752083.7 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -752389.062500 Penalty: 4385.573242
	Iteration 2F: 3 clusters Score -752389.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -752665.687500 Penalty: 4385.573242
	Iteration 3F: 3 clusters Score -752665.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -752969.625000 Penalty: 4385.573242
	Iteration 4F: 3 clusters Score -752969.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -753315.625000 Penalty: 4385.573242
	Iteration 5F: 3 clusters Score -753315.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -753661.000000 Penalty: 4385.573242
	Iteration 6F: 3 clusters Score -753661 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -754023.187500 Penalty: 4385.573242
	Iteration 7F: 3 clusters Score -754023.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -754353.625000 Penalty: 4385.573242
	Iteration 8F: 3 clusters Score -754353.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -754612.687500 Penalty: 4385.573242
	Iteration 9Q: 3 clusters Score -754612.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -754823.125000 Penalty: 4385.573242
	Iteration 10Q: 3 clusters Score -754823.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -755007.000000 Penalty: 4385.573242
	Iteration 11Q: 3 clusters Score -755007 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -755210.812500 Penalty: 4385.573242
	Iteration 12Q: 3 clusters Score -755210.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -755383.000000 Penalty: 4385.573242
	Iteration 13Q: 3 clusters Score -755383 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -755502.687500 Penalty: 4385.573242
	Iteration 14Q: 3 clusters Score -755502.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -755563.437500 Penalty: 4385.573242
	Iteration 15Q: 3 clusters Score -755563.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -755594.125000 Penalty: 4385.573242
	Iteration 16Q: 3 clusters Score -755594.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -755616.000000 Penalty: 4385.573242
	Iteration 17Q: 3 clusters Score -755616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -755630.562500 Penalty: 4385.573242
	Iteration 18Q: 3 clusters Score -755630.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -755637.750000 Penalty: 4385.573242
	Iteration 19Q: 3 clusters Score -755637.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -755641.312500 Penalty: 4385.573242
	Iteration 20F: 3 clusters Score -755641.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -755644.437500 Penalty: 4385.573242
	Iteration 21Q: 3 clusters Score -755644.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -755644.625000 Penalty: 4385.573242
	Iteration 22Q: 3 clusters Score -755644.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -755644.187500 Penalty: 4385.573242
	Iteration 23Q: 3 clusters Score -755644.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -755645.812500 Penalty: 4385.573242
	Iteration 24Q: 3 clusters Score -755645.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -755647.125000 Penalty: 4385.573242
	Iteration 25Q: 3 clusters Score -755647.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -755645.937500 Penalty: 4385.573242
	Iteration 26Q: 3 clusters Score -755645.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -755646.437500 Penalty: 4385.573242
	Iteration 27Q: 3 clusters Score -755646.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -755647.625000 Penalty: 4385.573242
	Iteration 28Q: 3 clusters Score -755647.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -755648.000000 Penalty: 4385.573242
	Iteration 29Q: 3 clusters Score -755648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -755648.000000 Penalty: 4385.573242
	Iteration 30F: 3 clusters Score -755648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Entering Unmasked Estep 
Score: -502213.000000 Penalty: 2094.692627
	Iteration 0F: 2 clusters Score -502213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -497959.250000 Penalty: 4189.385254
	Iteration 0F: 3 clusters Score -497959.2 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -499218.750000 Penalty: 4189.385254
	Iteration 1F: 3 clusters Score -499218.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -499756.281250 Penalty: 4189.385254
	Iteration 2F: 3 clusters Score -499756.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -500095.343750 Penalty: 4189.385254
	Iteration 3F: 3 clusters Score -500095.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -500346.406250 Penalty: 4189.385254
	Iteration 4F: 3 clusters Score -500346.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -500552.125000 Penalty: 4189.385254
	Iteration 5F: 3 clusters Score -500552.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -500704.375000 Penalty: 4189.385254
	Iteration 6Q: 3 clusters Score -500704.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -500836.687500 Penalty: 4189.385254
	Iteration 7Q: 3 clusters Score -500836.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -500936.375000 Penalty: 4189.385254
	Iteration 8Q: 3 clusters Score -500936.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -501014.406250 Penalty: 4189.385254
	Iteration 9Q: 3 clusters Score -501014.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -501075.281250 Penalty: 4189.385254
	Iteration 10Q: 3 clusters Score -501075.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -501115.812500 Penalty: 4189.385254
	Iteration 11Q: 3 clusters Score -501115.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -501146.968750 Penalty: 4189.385254
	Iteration 12Q: 3 clusters Score -501147 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -501172.843750 Penalty: 4189.385254
	Iteration 13Q: 3 clusters Score -501172.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -501189.875000 Penalty: 4189.385254
	Iteration 14Q: 3 clusters Score -501189.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -501200.906250 Penalty: 4189.385254
	Iteration 15Q: 3 clusters Score -501200.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -501212.156250 Penalty: 4189.385254
	Iteration 16Q: 3 clusters Score -501212.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -501225.468750 Penalty: 4189.385254
	Iteration 17Q: 3 clusters Score -501225.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -501234.437500 Penalty: 4189.385254
	Iteration 18Q: 3 clusters Score -501234.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -501243.437500 Penalty: 4189.385254
	Iteration 19Q: 3 clusters Score -501243.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -501249.937500 Penalty: 4189.385254
	Iteration 20F: 3 clusters Score -501249.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -501255.531250 Penalty: 4189.385254
	Iteration 21Q: 3 clusters Score -501255.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -501257.312500 Penalty: 4189.385254
	Iteration 22Q: 3 clusters Score -501257.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -501260.125000 Penalty: 4189.385254
	Iteration 23Q: 3 clusters Score -501260.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -501262.375000 Penalty: 4189.385254
	Iteration 24Q: 3 clusters Score -501262.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -501265.625000 Penalty: 4189.385254
	Iteration 25Q: 3 clusters Score -501265.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -501269.312500 Penalty: 4189.385254
	Iteration 26Q: 3 clusters Score -501269.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -501276.437500 Penalty: 4189.385254
	Iteration 27Q: 3 clusters Score -501276.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -501280.500000 Penalty: 4189.385254
	Iteration 28Q: 3 clusters Score -501280.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -501285.750000 Penalty: 4189.385254
	Iteration 29Q: 3 clusters Score -501285.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -501291.281250 Penalty: 4189.385254
	Iteration 30Q: 3 clusters Score -501291.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -501296.312500 Penalty: 4189.385254
	Iteration 31Q: 3 clusters Score -501296.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -501299.062500 Penalty: 4189.385254
	Iteration 32Q: 3 clusters Score -501299.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -501301.218750 Penalty: 4189.385254
	Iteration 33Q: 3 clusters Score -501301.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -501304.343750 Penalty: 4189.385254
	Iteration 34Q: 3 clusters Score -501304.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -501306.093750 Penalty: 4189.385254
	Iteration 35Q: 3 clusters Score -501306.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -501308.562500 Penalty: 4189.385254
	Iteration 36Q: 3 clusters Score -501308.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -501310.062500 Penalty: 4189.385254
	Iteration 37Q: 3 clusters Score -501310.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -501311.500000 Penalty: 4189.385254
	Iteration 38Q: 3 clusters Score -501311.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -501313.062500 Penalty: 4189.385254
	Iteration 39Q: 3 clusters Score -501313.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -501314.562500 Penalty: 4189.385254
	Iteration 40F: 3 clusters Score -501314.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -501314.593750 Penalty: 4189.385254
	Iteration 41Q: 3 clusters Score -501314.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -501314.593750 Penalty: 4189.385254
	Iteration 42F: 3 clusters Score -501314.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (12168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Entering Unmasked Estep 
Score: -1320224.750000 Penalty: 2332.828125
	Iteration 0F: 2 clusters Score -1320225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1311171.875000 Penalty: 4665.656250
	Iteration 0F: 3 clusters Score -1311172 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1313920.375000 Penalty: 4665.656250
	Iteration 1F: 3 clusters Score -1313920 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1314205.875000 Penalty: 4665.656250
	Iteration 2F: 3 clusters Score -1314206 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1314424.375000 Penalty: 4665.656250
	Iteration 3Q: 3 clusters Score -1314424 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1314621.875000 Penalty: 4665.656250
	Iteration 4Q: 3 clusters Score -1314622 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1314778.250000 Penalty: 4665.656250
	Iteration 5Q: 3 clusters Score -1314778 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1314906.625000 Penalty: 4665.656250
	Iteration 6Q: 3 clusters Score -1314907 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1315032.125000 Penalty: 4665.656250
	Iteration 7Q: 3 clusters Score -1315032 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1315185.750000 Penalty: 4665.656250
	Iteration 8Q: 3 clusters Score -1315186 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1315326.875000 Penalty: 4665.656250
	Iteration 9Q: 3 clusters Score -1315327 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1315498.125000 Penalty: 4665.656250
	Iteration 10Q: 3 clusters Score -1315498 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1315696.500000 Penalty: 4665.656250
	Iteration 11Q: 3 clusters Score -1315696 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1315939.625000 Penalty: 4665.656250
	Iteration 12Q: 3 clusters Score -1315940 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1316275.500000 Penalty: 4665.656250
	Iteration 13Q: 3 clusters Score -1316276 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1316618.750000 Penalty: 4665.656250
	Iteration 14Q: 3 clusters Score -1316619 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1316964.250000 Penalty: 4665.656250
	Iteration 15Q: 3 clusters Score -1316964 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1317288.875000 Penalty: 4665.656250
	Iteration 16Q: 3 clusters Score -1317289 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1317559.125000 Penalty: 4665.656250
	Iteration 17Q: 3 clusters Score -1317559 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1317784.750000 Penalty: 4665.656250
	Iteration 18Q: 3 clusters Score -1317785 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1317931.625000 Penalty: 4665.656250
	Iteration 19Q: 3 clusters Score -1317932 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1318032.750000 Penalty: 4665.656250
	Iteration 20F: 3 clusters Score -1318033 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1318116.250000 Penalty: 4665.656250
	Iteration 21Q: 3 clusters Score -1318116 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1318167.625000 Penalty: 4665.656250
	Iteration 22Q: 3 clusters Score -1318168 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1318204.625000 Penalty: 4665.656250
	Iteration 23Q: 3 clusters Score -1318205 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1318227.500000 Penalty: 4665.656250
	Iteration 24Q: 3 clusters Score -1318228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1318249.000000 Penalty: 4665.656250
	Iteration 25Q: 3 clusters Score -1318249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1318262.625000 Penalty: 4665.656250
	Iteration 26Q: 3 clusters Score -1318263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1318277.125000 Penalty: 4665.656250
	Iteration 27Q: 3 clusters Score -1318277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1318284.125000 Penalty: 4665.656250
	Iteration 28Q: 3 clusters Score -1318284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1318289.125000 Penalty: 4665.656250
	Iteration 29Q: 3 clusters Score -1318289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1318293.625000 Penalty: 4665.656250
	Iteration 30Q: 3 clusters Score -1318294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1318299.750000 Penalty: 4665.656250
	Iteration 31Q: 3 clusters Score -1318300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1318299.875000 Penalty: 4665.656250
	Iteration 32Q: 3 clusters Score -1318300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1318301.125000 Penalty: 4665.656250
	Iteration 33Q: 3 clusters Score -1318301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1318302.375000 Penalty: 4665.656250
	Iteration 34Q: 3 clusters Score -1318302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1318306.625000 Penalty: 4665.656250
	Iteration 35Q: 3 clusters Score -1318307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1318311.000000 Penalty: 4665.656250
	Iteration 36Q: 3 clusters Score -1318311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1318313.875000 Penalty: 4665.656250
	Iteration 37Q: 3 clusters Score -1318314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1318317.125000 Penalty: 4665.656250
	Iteration 38Q: 3 clusters Score -1318317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1318316.125000 Penalty: 4665.656250
	Iteration 39Q: 3 clusters Score -1318316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1318316.125000 Penalty: 4665.656250
	Iteration 40F: 3 clusters Score -1318316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (27686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Entering Unmasked Estep 
Score: -3034059.750000 Penalty: 2536.713379
	Iteration 0F: 2 clusters Score -3034060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -3015143.500000 Penalty: 5073.426758
	Iteration 0F: 3 clusters Score -3015144 nChanged 12374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -3021947.750000 Penalty: 5073.426758
	Iteration 1F: 3 clusters Score -3021948 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -3022529.500000 Penalty: 5073.426758
	Iteration 2F: 3 clusters Score -3022530 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -3023070.250000 Penalty: 5073.426758
	Iteration 3Q: 3 clusters Score -3023070 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -3023620.750000 Penalty: 5073.426758
	Iteration 4Q: 3 clusters Score -3023621 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -3024149.000000 Penalty: 5073.426758
	Iteration 5Q: 3 clusters Score -3024149 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -3024702.750000 Penalty: 5073.426758
	Iteration 6Q: 3 clusters Score -3024703 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -3025203.500000 Penalty: 5073.426758
	Iteration 7Q: 3 clusters Score -3025204 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -3025639.250000 Penalty: 5073.426758
	Iteration 8Q: 3 clusters Score -3025639 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -3026038.000000 Penalty: 5073.426758
	Iteration 9Q: 3 clusters Score -3026038 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -3026393.250000 Penalty: 5073.426758
	Iteration 10Q: 3 clusters Score -3026393 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -3026715.500000 Penalty: 5073.426758
	Iteration 11Q: 3 clusters Score -3026716 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -3027102.250000 Penalty: 5073.426758
	Iteration 12Q: 3 clusters Score -3027102 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -3027554.500000 Penalty: 5073.426758
	Iteration 13Q: 3 clusters Score -3027554 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -3028085.000000 Penalty: 5073.426758
	Iteration 14Q: 3 clusters Score -3028085 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -3028677.000000 Penalty: 5073.426758
	Iteration 15Q: 3 clusters Score -3028677 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -3029297.750000 Penalty: 5073.426758
	Iteration 16Q: 3 clusters Score -3029298 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -3029940.000000 Penalty: 5073.426758
	Iteration 17Q: 3 clusters Score -3029940 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -3030532.500000 Penalty: 5073.426758
	Iteration 18Q: 3 clusters Score -3030532 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -3030973.750000 Penalty: 5073.426758
	Iteration 19Q: 3 clusters Score -3030974 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -3031300.750000 Penalty: 5073.426758
	Iteration 20F: 3 clusters Score -3031301 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -3031499.750000 Penalty: 5073.426758
	Iteration 21Q: 3 clusters Score -3031500 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -3031617.000000 Penalty: 5073.426758
	Iteration 22Q: 3 clusters Score -3031617 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -3031710.000000 Penalty: 5073.426758
	Iteration 23Q: 3 clusters Score -3031710 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -3031751.750000 Penalty: 5073.426758
	Iteration 24Q: 3 clusters Score -3031752 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -3031780.250000 Penalty: 5073.426758
	Iteration 25Q: 3 clusters Score -3031780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -3031808.500000 Penalty: 5073.426758
	Iteration 26Q: 3 clusters Score -3031808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -3031824.750000 Penalty: 5073.426758
	Iteration 27Q: 3 clusters Score -3031825 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -3031845.000000 Penalty: 5073.426758
	Iteration 28Q: 3 clusters Score -3031845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -3031854.000000 Penalty: 5073.426758
	Iteration 29Q: 3 clusters Score -3031854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -3031857.500000 Penalty: 5073.426758
	Iteration 30Q: 3 clusters Score -3031858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -3031862.500000 Penalty: 5073.426758
	Iteration 31Q: 3 clusters Score -3031862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -3031874.250000 Penalty: 5073.426758
	Iteration 32Q: 3 clusters Score -3031874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -3031874.500000 Penalty: 5073.426758
	Iteration 33Q: 3 clusters Score -3031874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -3031875.000000 Penalty: 5073.426758
	Iteration 34Q: 3 clusters Score -3031875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -3031876.250000 Penalty: 5073.426758
	Iteration 35Q: 3 clusters Score -3031876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -3031875.000000 Penalty: 5073.426758
	Iteration 36Q: 3 clusters Score -3031875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -3031873.250000 Penalty: 5073.426758
	Iteration 37Q: 3 clusters Score -3031873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -3031878.750000 Penalty: 5073.426758
	Iteration 38Q: 3 clusters Score -3031879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -3031876.750000 Penalty: 5073.426758
	Iteration 39Q: 3 clusters Score -3031877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -3031878.000000 Penalty: 5073.426758
	Iteration 40F: 3 clusters Score -3031878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -3031881.250000 Penalty: 5073.426758
	Iteration 41Q: 3 clusters Score -3031881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -3031881.500000 Penalty: 5073.426758
	Iteration 42Q: 3 clusters Score -3031882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -3031882.000000 Penalty: 5073.426758
	Iteration 43Q: 3 clusters Score -3031882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -3031882.000000 Penalty: 5073.426758
	Iteration 44F: 3 clusters Score -3031882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (19916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Entering Unmasked Estep 
Score: -2171731.250000 Penalty: 2455.020996
	Iteration 0F: 2 clusters Score -2171731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2157715.750000 Penalty: 4910.041992
	Iteration 0F: 3 clusters Score -2157716 nChanged 8799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2162417.750000 Penalty: 4910.041992
	Iteration 1F: 3 clusters Score -2162418 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2162965.500000 Penalty: 4910.041992
	Iteration 2F: 3 clusters Score -2162966 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2163635.500000 Penalty: 4910.041992
	Iteration 3F: 3 clusters Score -2163636 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2164538.250000 Penalty: 4910.041992
	Iteration 4F: 3 clusters Score -2164538 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2165632.500000 Penalty: 4910.041992
	Iteration 5F: 3 clusters Score -2165632 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2166767.500000 Penalty: 4910.041992
	Iteration 6F: 3 clusters Score -2166768 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -2167675.000000 Penalty: 4910.041992
	Iteration 7F: 3 clusters Score -2167675 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2168281.750000 Penalty: 4910.041992
	Iteration 8Q: 3 clusters Score -2168282 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2168643.000000 Penalty: 4910.041992
	Iteration 9Q: 3 clusters Score -2168643 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2168876.000000 Penalty: 4910.041992
	Iteration 10Q: 3 clusters Score -2168876 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2169079.500000 Penalty: 4910.041992
	Iteration 11Q: 3 clusters Score -2169080 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2169287.000000 Penalty: 4910.041992
	Iteration 12Q: 3 clusters Score -2169287 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2169514.750000 Penalty: 4910.041992
	Iteration 13Q: 3 clusters Score -2169515 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2169679.000000 Penalty: 4910.041992
	Iteration 14Q: 3 clusters Score -2169679 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2169810.750000 Penalty: 4910.041992
	Iteration 15Q: 3 clusters Score -2169811 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2169908.750000 Penalty: 4910.041992
	Iteration 16Q: 3 clusters Score -2169909 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2169993.000000 Penalty: 4910.041992
	Iteration 17Q: 3 clusters Score -2169993 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2170053.250000 Penalty: 4910.041992
	Iteration 18Q: 3 clusters Score -2170053 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2170106.500000 Penalty: 4910.041992
	Iteration 19Q: 3 clusters Score -2170106 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2170170.500000 Penalty: 4910.041992
	Iteration 20F: 3 clusters Score -2170170 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2170225.250000 Penalty: 4910.041992
	Iteration 21Q: 3 clusters Score -2170225 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2170281.500000 Penalty: 4910.041992
	Iteration 22Q: 3 clusters Score -2170282 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2170332.750000 Penalty: 4910.041992
	Iteration 23Q: 3 clusters Score -2170333 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2170377.250000 Penalty: 4910.041992
	Iteration 24Q: 3 clusters Score -2170377 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2170415.250000 Penalty: 4910.041992
	Iteration 25Q: 3 clusters Score -2170415 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2170462.750000 Penalty: 4910.041992
	Iteration 26Q: 3 clusters Score -2170463 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2170495.750000 Penalty: 4910.041992
	Iteration 27Q: 3 clusters Score -2170496 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2170533.750000 Penalty: 4910.041992
	Iteration 28Q: 3 clusters Score -2170534 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2170563.500000 Penalty: 4910.041992
	Iteration 29Q: 3 clusters Score -2170564 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2170578.000000 Penalty: 4910.041992
	Iteration 30Q: 3 clusters Score -2170578 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2170595.500000 Penalty: 4910.041992
	Iteration 31Q: 3 clusters Score -2170596 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2170600.000000 Penalty: 4910.041992
	Iteration 32Q: 3 clusters Score -2170600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2170604.750000 Penalty: 4910.041992
	Iteration 33Q: 3 clusters Score -2170605 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2170608.500000 Penalty: 4910.041992
	Iteration 34Q: 3 clusters Score -2170608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2170614.250000 Penalty: 4910.041992
	Iteration 35Q: 3 clusters Score -2170614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2170612.250000 Penalty: 4910.041992
	Iteration 36Q: 3 clusters Score -2170612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2170618.000000 Penalty: 4910.041992
	Iteration 37Q: 3 clusters Score -2170618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2170618.500000 Penalty: 4910.041992
	Iteration 38Q: 3 clusters Score -2170618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2170617.250000 Penalty: 4910.041992
	Iteration 39Q: 3 clusters Score -2170617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2170621.750000 Penalty: 4910.041992
	Iteration 40F: 3 clusters Score -2170622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2170623.750000 Penalty: 4910.041992
	Iteration 41Q: 3 clusters Score -2170624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2170622.500000 Penalty: 4910.041992
	Iteration 42Q: 3 clusters Score -2170622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2170622.250000 Penalty: 4910.041992
	Iteration 43Q: 3 clusters Score -2170622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2170622.250000 Penalty: 4910.041992
	Iteration 44F: 3 clusters Score -2170622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Entering Unmasked Estep 
Score: -244680.875000 Penalty: 1908.209351
	Iteration 0F: 2 clusters Score -244680.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -241916.765625 Penalty: 3816.418701
	Iteration 0F: 3 clusters Score -241916.8 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -242412.562500 Penalty: 3816.418701
	Iteration 1F: 3 clusters Score -242412.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -242540.421875 Penalty: 3816.418701
	Iteration 2F: 3 clusters Score -242540.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -242614.312500 Penalty: 3816.418701
	Iteration 3Q: 3 clusters Score -242614.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -242658.890625 Penalty: 3816.418701
	Iteration 4Q: 3 clusters Score -242658.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -242685.421875 Penalty: 3816.418701
	Iteration 5Q: 3 clusters Score -242685.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -242698.375000 Penalty: 3816.418701
	Iteration 6Q: 3 clusters Score -242698.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -242707.218750 Penalty: 3816.418701
	Iteration 7Q: 3 clusters Score -242707.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -242717.718750 Penalty: 3816.418701
	Iteration 8Q: 3 clusters Score -242717.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -242723.921875 Penalty: 3816.418701
	Iteration 9Q: 3 clusters Score -242723.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -242727.343750 Penalty: 3816.418701
	Iteration 10Q: 3 clusters Score -242727.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -242730.250000 Penalty: 3816.418701
	Iteration 11Q: 3 clusters Score -242730.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -242734.000000 Penalty: 3816.418701
	Iteration 12Q: 3 clusters Score -242734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -242736.000000 Penalty: 3816.418701
	Iteration 13Q: 3 clusters Score -242736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -242738.734375 Penalty: 3816.418701
	Iteration 14Q: 3 clusters Score -242738.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -242739.921875 Penalty: 3816.418701
	Iteration 15Q: 3 clusters Score -242739.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -242742.640625 Penalty: 3816.418701
	Iteration 16Q: 3 clusters Score -242742.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -242743.312500 Penalty: 3816.418701
	Iteration 17Q: 3 clusters Score -242743.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -242743.312500 Penalty: 3816.418701
	Iteration 18F: 3 clusters Score -242743.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Entering Unmasked Estep 
Score: -962740.625000 Penalty: 2255.848633
	Iteration 0F: 2 clusters Score -962740.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -955787.500000 Penalty: 4511.697266
	Iteration 0F: 3 clusters Score -955787.5 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -957754.250000 Penalty: 4511.697266
	Iteration 1F: 3 clusters Score -957754.2 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -958081.562500 Penalty: 4511.697266
	Iteration 2F: 3 clusters Score -958081.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -958383.500000 Penalty: 4511.697266
	Iteration 3F: 3 clusters Score -958383.5 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -958716.687500 Penalty: 4511.697266
	Iteration 4F: 3 clusters Score -958716.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -959057.062500 Penalty: 4511.697266
	Iteration 5F: 3 clusters Score -959057.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -959403.750000 Penalty: 4511.697266
	Iteration 6F: 3 clusters Score -959403.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -959713.500000 Penalty: 4511.697266
	Iteration 7Q: 3 clusters Score -959713.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -959983.062500 Penalty: 4511.697266
	Iteration 8Q: 3 clusters Score -959983.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -960166.875000 Penalty: 4511.697266
	Iteration 9Q: 3 clusters Score -960166.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -960304.750000 Penalty: 4511.697266
	Iteration 10Q: 3 clusters Score -960304.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -960437.187500 Penalty: 4511.697266
	Iteration 11Q: 3 clusters Score -960437.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -960550.750000 Penalty: 4511.697266
	Iteration 12Q: 3 clusters Score -960550.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -960650.562500 Penalty: 4511.697266
	Iteration 13Q: 3 clusters Score -960650.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -960742.187500 Penalty: 4511.697266
	Iteration 14Q: 3 clusters Score -960742.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -960788.875000 Penalty: 4511.697266
	Iteration 15Q: 3 clusters Score -960788.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -960817.562500 Penalty: 4511.697266
	Iteration 16Q: 3 clusters Score -960817.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -960837.687500 Penalty: 4511.697266
	Iteration 17Q: 3 clusters Score -960837.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -960848.687500 Penalty: 4511.697266
	Iteration 18Q: 3 clusters Score -960848.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -960858.687500 Penalty: 4511.697266
	Iteration 19Q: 3 clusters Score -960858.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -960863.562500 Penalty: 4511.697266
	Iteration 20F: 3 clusters Score -960863.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -960870.250000 Penalty: 4511.697266
	Iteration 21Q: 3 clusters Score -960870.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -960872.125000 Penalty: 4511.697266
	Iteration 22Q: 3 clusters Score -960872.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -960876.625000 Penalty: 4511.697266
	Iteration 23Q: 3 clusters Score -960876.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -960881.625000 Penalty: 4511.697266
	Iteration 24Q: 3 clusters Score -960881.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -960882.750000 Penalty: 4511.697266
	Iteration 25Q: 3 clusters Score -960882.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -960885.625000 Penalty: 4511.697266
	Iteration 26Q: 3 clusters Score -960885.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -960887.375000 Penalty: 4511.697266
	Iteration 27Q: 3 clusters Score -960887.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -960893.187500 Penalty: 4511.697266
	Iteration 28Q: 3 clusters Score -960893.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -960890.750000 Penalty: 4511.697266
	Iteration 29Q: 3 clusters Score -960890.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -960892.500000 Penalty: 4511.697266
	Iteration 30Q: 3 clusters Score -960892.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -960893.375000 Penalty: 4511.697266
	Iteration 31Q: 3 clusters Score -960893.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -960892.875000 Penalty: 4511.697266
	Iteration 32Q: 3 clusters Score -960892.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -960893.937500 Penalty: 4511.697266
	Iteration 33Q: 3 clusters Score -960893.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -960895.250000 Penalty: 4511.697266
	Iteration 34Q: 3 clusters Score -960895.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -960895.562500 Penalty: 4511.697266
	Iteration 35Q: 3 clusters Score -960895.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -960896.687500 Penalty: 4511.697266
	Iteration 36Q: 3 clusters Score -960896.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -960896.937500 Penalty: 4511.697266
	Iteration 37Q: 3 clusters Score -960896.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -960895.812500 Penalty: 4511.697266
	Iteration 38Q: 3 clusters Score -960895.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -960895.812500 Penalty: 4511.697266
	Iteration 39F: 3 clusters Score -960895.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Entering Unmasked Estep 
Score: -362202.125000 Penalty: 2017.566162
	Iteration 0F: 2 clusters Score -362202.1 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 1750 members 
Entering Unmasked Estep 
Score: -358684.718750 Penalty: 4035.132324
	Iteration 0F: 3 clusters Score -358684.7 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -359518.625000 Penalty: 4035.132324
	Iteration 1F: 3 clusters Score -359518.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -359728.125000 Penalty: 4035.132324
	Iteration 2F: 3 clusters Score -359728.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -359879.218750 Penalty: 4035.132324
	Iteration 3Q: 3 clusters Score -359879.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -360020.406250 Penalty: 4035.132324
	Iteration 4Q: 3 clusters Score -360020.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -360118.093750 Penalty: 4035.132324
	Iteration 5Q: 3 clusters Score -360118.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -360190.156250 Penalty: 4035.132324
	Iteration 6Q: 3 clusters Score -360190.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -360249.906250 Penalty: 4035.132324
	Iteration 7Q: 3 clusters Score -360249.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -360285.875000 Penalty: 4035.132324
	Iteration 8Q: 3 clusters Score -360285.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -360307.531250 Penalty: 4035.132324
	Iteration 9Q: 3 clusters Score -360307.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -360322.125000 Penalty: 4035.132324
	Iteration 10Q: 3 clusters Score -360322.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -360333.906250 Penalty: 4035.132324
	Iteration 11Q: 3 clusters Score -360333.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -360350.531250 Penalty: 4035.132324
	Iteration 12Q: 3 clusters Score -360350.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -360364.312500 Penalty: 4035.132324
	Iteration 13Q: 3 clusters Score -360364.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -360380.531250 Penalty: 4035.132324
	Iteration 14Q: 3 clusters Score -360380.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -360394.343750 Penalty: 4035.132324
	Iteration 15Q: 3 clusters Score -360394.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -360410.062500 Penalty: 4035.132324
	Iteration 16Q: 3 clusters Score -360410.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -360424.125000 Penalty: 4035.132324
	Iteration 17Q: 3 clusters Score -360424.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -360437.062500 Penalty: 4035.132324
	Iteration 18Q: 3 clusters Score -360437.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -360453.312500 Penalty: 4035.132324
	Iteration 19Q: 3 clusters Score -360453.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -360471.468750 Penalty: 4035.132324
	Iteration 20F: 3 clusters Score -360471.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -360484.312500 Penalty: 4035.132324
	Iteration 21Q: 3 clusters Score -360484.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -360499.187500 Penalty: 4035.132324
	Iteration 22Q: 3 clusters Score -360499.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -360512.687500 Penalty: 4035.132324
	Iteration 23Q: 3 clusters Score -360512.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -360526.781250 Penalty: 4035.132324
	Iteration 24Q: 3 clusters Score -360526.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -360537.250000 Penalty: 4035.132324
	Iteration 25Q: 3 clusters Score -360537.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -360545.187500 Penalty: 4035.132324
	Iteration 26Q: 3 clusters Score -360545.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -360550.781250 Penalty: 4035.132324
	Iteration 27Q: 3 clusters Score -360550.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -360555.468750 Penalty: 4035.132324
	Iteration 28Q: 3 clusters Score -360555.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -360560.156250 Penalty: 4035.132324
	Iteration 29Q: 3 clusters Score -360560.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -360568.500000 Penalty: 4035.132324
	Iteration 30Q: 3 clusters Score -360568.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -360571.781250 Penalty: 4035.132324
	Iteration 31Q: 3 clusters Score -360571.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -360574.187500 Penalty: 4035.132324
	Iteration 32Q: 3 clusters Score -360574.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -360577.187500 Penalty: 4035.132324
	Iteration 33Q: 3 clusters Score -360577.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -360579.531250 Penalty: 4035.132324
	Iteration 34Q: 3 clusters Score -360579.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -360580.718750 Penalty: 4035.132324
	Iteration 35Q: 3 clusters Score -360580.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -360582.156250 Penalty: 4035.132324
	Iteration 36Q: 3 clusters Score -360582.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -360583.187500 Penalty: 4035.132324
	Iteration 37Q: 3 clusters Score -360583.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -360584.218750 Penalty: 4035.132324
	Iteration 38Q: 3 clusters Score -360584.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -360584.531250 Penalty: 4035.132324
	Iteration 39Q: 3 clusters Score -360584.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -360584.531250 Penalty: 4035.132324
	Iteration 40F: 3 clusters Score -360584.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Entering Unmasked Estep 
Score: -1648284.750000 Penalty: 2415.219727
	Iteration 0F: 2 clusters Score -1648285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1636197.750000 Penalty: 4830.439453
	Iteration 0F: 3 clusters Score -1636198 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1640243.000000 Penalty: 4830.439453
	Iteration 1F: 3 clusters Score -1640243 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1640899.125000 Penalty: 4830.439453
	Iteration 2F: 3 clusters Score -1640899 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1641536.375000 Penalty: 4830.439453
	Iteration 3F: 3 clusters Score -1641536 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1642116.125000 Penalty: 4830.439453
	Iteration 4F: 3 clusters Score -1642116 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1642645.875000 Penalty: 4830.439453
	Iteration 5F: 3 clusters Score -1642646 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1643112.000000 Penalty: 4830.439453
	Iteration 6F: 3 clusters Score -1643112 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1643544.375000 Penalty: 4830.439453
	Iteration 7Q: 3 clusters Score -1643544 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1643919.750000 Penalty: 4830.439453
	Iteration 8Q: 3 clusters Score -1643920 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1644260.750000 Penalty: 4830.439453
	Iteration 9Q: 3 clusters Score -1644261 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1644548.875000 Penalty: 4830.439453
	Iteration 10Q: 3 clusters Score -1644549 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1644809.125000 Penalty: 4830.439453
	Iteration 11Q: 3 clusters Score -1644809 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1645035.125000 Penalty: 4830.439453
	Iteration 12Q: 3 clusters Score -1645035 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1645233.250000 Penalty: 4830.439453
	Iteration 13Q: 3 clusters Score -1645233 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1645409.750000 Penalty: 4830.439453
	Iteration 14Q: 3 clusters Score -1645410 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1645556.375000 Penalty: 4830.439453
	Iteration 15Q: 3 clusters Score -1645556 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1645667.625000 Penalty: 4830.439453
	Iteration 16Q: 3 clusters Score -1645668 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1645746.875000 Penalty: 4830.439453
	Iteration 17Q: 3 clusters Score -1645747 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1645820.750000 Penalty: 4830.439453
	Iteration 18Q: 3 clusters Score -1645821 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1645886.750000 Penalty: 4830.439453
	Iteration 19Q: 3 clusters Score -1645887 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1645956.125000 Penalty: 4830.439453
	Iteration 20F: 3 clusters Score -1645956 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1646020.125000 Penalty: 4830.439453
	Iteration 21Q: 3 clusters Score -1646020 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1646095.000000 Penalty: 4830.439453
	Iteration 22Q: 3 clusters Score -1646095 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1646158.250000 Penalty: 4830.439453
	Iteration 23Q: 3 clusters Score -1646158 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -1646220.625000 Penalty: 4830.439453
	Iteration 24Q: 3 clusters Score -1646221 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -1646273.750000 Penalty: 4830.439453
	Iteration 25Q: 3 clusters Score -1646274 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -1646319.250000 Penalty: 4830.439453
	Iteration 26Q: 3 clusters Score -1646319 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -1646355.875000 Penalty: 4830.439453
	Iteration 27Q: 3 clusters Score -1646356 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1646380.625000 Penalty: 4830.439453
	Iteration 28Q: 3 clusters Score -1646381 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1646408.125000 Penalty: 4830.439453
	Iteration 29Q: 3 clusters Score -1646408 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -1646424.125000 Penalty: 4830.439453
	Iteration 30Q: 3 clusters Score -1646424 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -1646438.500000 Penalty: 4830.439453
	Iteration 31Q: 3 clusters Score -1646438 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -1646454.375000 Penalty: 4830.439453
	Iteration 32Q: 3 clusters Score -1646454 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -1646470.250000 Penalty: 4830.439453
	Iteration 33Q: 3 clusters Score -1646470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1646477.125000 Penalty: 4830.439453
	Iteration 34Q: 3 clusters Score -1646477 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -1646492.875000 Penalty: 4830.439453
	Iteration 35Q: 3 clusters Score -1646493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -1646494.125000 Penalty: 4830.439453
	Iteration 36Q: 3 clusters Score -1646494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -1646507.375000 Penalty: 4830.439453
	Iteration 37Q: 3 clusters Score -1646507 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -1646513.375000 Penalty: 4830.439453
	Iteration 38Q: 3 clusters Score -1646513 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -1646524.250000 Penalty: 4830.439453
	Iteration 39Q: 3 clusters Score -1646524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -1646530.625000 Penalty: 4830.439453
	Iteration 40F: 3 clusters Score -1646531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -1646536.500000 Penalty: 4830.439453
	Iteration 41Q: 3 clusters Score -1646536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -1646542.125000 Penalty: 4830.439453
	Iteration 42Q: 3 clusters Score -1646542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -1646549.000000 Penalty: 4830.439453
	Iteration 43Q: 3 clusters Score -1646549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -1646553.250000 Penalty: 4830.439453
	Iteration 44Q: 3 clusters Score -1646553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -1646553.375000 Penalty: 4830.439453
	Iteration 45Q: 3 clusters Score -1646553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -1646557.875000 Penalty: 4830.439453
	Iteration 46Q: 3 clusters Score -1646558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -1646557.625000 Penalty: 4830.439453
	Iteration 47Q: 3 clusters Score -1646558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -1646556.875000 Penalty: 4830.439453
	Iteration 48Q: 3 clusters Score -1646557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -1646559.250000 Penalty: 4830.439453
	Iteration 49Q: 3 clusters Score -1646559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -1646559.000000 Penalty: 4830.439453
	Iteration 50Q: 3 clusters Score -1646559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -1646562.750000 Penalty: 4830.439453
	Iteration 51Q: 3 clusters Score -1646563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -1646573.125000 Penalty: 4830.439453
	Iteration 52Q: 3 clusters Score -1646573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -1646572.125000 Penalty: 4830.439453
	Iteration 53Q: 3 clusters Score -1646572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -1646579.750000 Penalty: 4830.439453
	Iteration 54Q: 3 clusters Score -1646580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -1646582.875000 Penalty: 4830.439453
	Iteration 55Q: 3 clusters Score -1646583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -1646588.625000 Penalty: 4830.439453
	Iteration 56Q: 3 clusters Score -1646589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -1646590.875000 Penalty: 4830.439453
	Iteration 57Q: 3 clusters Score -1646591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -1646592.750000 Penalty: 4830.439453
	Iteration 58Q: 3 clusters Score -1646593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -1646592.875000 Penalty: 4830.439453
	Iteration 59Q: 3 clusters Score -1646593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -1646595.250000 Penalty: 4830.439453
	Iteration 60F: 3 clusters Score -1646595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -1646597.500000 Penalty: 4830.439453
	Iteration 61Q: 3 clusters Score -1646598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1646598.375000 Penalty: 4830.439453
	Iteration 62Q: 3 clusters Score -1646598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -1646599.875000 Penalty: 4830.439453
	Iteration 63Q: 3 clusters Score -1646600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -1646599.250000 Penalty: 4830.439453
	Iteration 64Q: 3 clusters Score -1646599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -1646602.375000 Penalty: 4830.439453
	Iteration 65Q: 3 clusters Score -1646602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -1646603.875000 Penalty: 4830.439453
	Iteration 66Q: 3 clusters Score -1646604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -1646607.875000 Penalty: 4830.439453
	Iteration 67Q: 3 clusters Score -1646608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -1646607.375000 Penalty: 4830.439453
	Iteration 68Q: 3 clusters Score -1646607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -1646610.625000 Penalty: 4830.439453
	Iteration 69Q: 3 clusters Score -1646611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -1646611.125000 Penalty: 4830.439453
	Iteration 70Q: 3 clusters Score -1646611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -1646615.000000 Penalty: 4830.439453
	Iteration 71Q: 3 clusters Score -1646615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1646614.500000 Penalty: 4830.439453
	Iteration 72Q: 3 clusters Score -1646614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -1646615.125000 Penalty: 4830.439453
	Iteration 73Q: 3 clusters Score -1646615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -1646618.500000 Penalty: 4830.439453
	Iteration 74Q: 3 clusters Score -1646618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -1646620.125000 Penalty: 4830.439453
	Iteration 75Q: 3 clusters Score -1646620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -1646621.125000 Penalty: 4830.439453
	Iteration 76Q: 3 clusters Score -1646621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -1646621.500000 Penalty: 4830.439453
	Iteration 77Q: 3 clusters Score -1646622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -1646621.125000 Penalty: 4830.439453
	Iteration 78Q: 3 clusters Score -1646621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -1646621.500000 Penalty: 4830.439453
	Iteration 79Q: 3 clusters Score -1646622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -1646621.500000 Penalty: 4830.439453
	Iteration 80F: 3 clusters Score -1646622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -20697.304688 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -20697.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19483.908203 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -19483.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19614.845703 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -19614.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19664.757812 Penalty: 2822.418457
	Iteration 2F: 3 clusters Score -19664.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19678.525391 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -19678.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19680.486328 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -19680.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19688.353516 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -19688.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19694.056641 Penalty: 2822.418457
	Iteration 6Q: 3 clusters Score -19694.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19698.406250 Penalty: 2822.418457
	Iteration 7Q: 3 clusters Score -19698.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19699.341797 Penalty: 2822.418457
	Iteration 8Q: 3 clusters Score -19699.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19699.341797 Penalty: 2822.418457
	Iteration 9F: 3 clusters Score -19699.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (3638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Entering Unmasked Estep 
Score: -394325.937500 Penalty: 2033.398926
	Iteration 0F: 2 clusters Score -394325.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -390689.531250 Penalty: 4066.797852
	Iteration 0F: 3 clusters Score -390689.5 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -391426.656250 Penalty: 4066.797852
	Iteration 1F: 3 clusters Score -391426.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -391581.812500 Penalty: 4066.797852
	Iteration 2F: 3 clusters Score -391581.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -391695.062500 Penalty: 4066.797852
	Iteration 3Q: 3 clusters Score -391695.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -391782.406250 Penalty: 4066.797852
	Iteration 4Q: 3 clusters Score -391782.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -391837.718750 Penalty: 4066.797852
	Iteration 5Q: 3 clusters Score -391837.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -391878.000000 Penalty: 4066.797852
	Iteration 6Q: 3 clusters Score -391878 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -391901.281250 Penalty: 4066.797852
	Iteration 7Q: 3 clusters Score -391901.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -391919.281250 Penalty: 4066.797852
	Iteration 8Q: 3 clusters Score -391919.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -391933.156250 Penalty: 4066.797852
	Iteration 9Q: 3 clusters Score -391933.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -391944.406250 Penalty: 4066.797852
	Iteration 10Q: 3 clusters Score -391944.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -391954.906250 Penalty: 4066.797852
	Iteration 11Q: 3 clusters Score -391954.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -391963.218750 Penalty: 4066.797852
	Iteration 12Q: 3 clusters Score -391963.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -391973.968750 Penalty: 4066.797852
	Iteration 13Q: 3 clusters Score -391974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -391986.093750 Penalty: 4066.797852
	Iteration 14Q: 3 clusters Score -391986.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -391997.125000 Penalty: 4066.797852
	Iteration 15Q: 3 clusters Score -391997.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -392007.968750 Penalty: 4066.797852
	Iteration 16Q: 3 clusters Score -392008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -392018.000000 Penalty: 4066.797852
	Iteration 17Q: 3 clusters Score -392018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -392028.187500 Penalty: 4066.797852
	Iteration 18Q: 3 clusters Score -392028.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -392036.218750 Penalty: 4066.797852
	Iteration 19Q: 3 clusters Score -392036.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -392047.250000 Penalty: 4066.797852
	Iteration 20F: 3 clusters Score -392047.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -392056.812500 Penalty: 4066.797852
	Iteration 21Q: 3 clusters Score -392056.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -392063.500000 Penalty: 4066.797852
	Iteration 22Q: 3 clusters Score -392063.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -392070.312500 Penalty: 4066.797852
	Iteration 23Q: 3 clusters Score -392070.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -392076.000000 Penalty: 4066.797852
	Iteration 24Q: 3 clusters Score -392076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -392081.531250 Penalty: 4066.797852
	Iteration 25Q: 3 clusters Score -392081.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -392087.375000 Penalty: 4066.797852
	Iteration 26Q: 3 clusters Score -392087.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -392094.406250 Penalty: 4066.797852
	Iteration 27Q: 3 clusters Score -392094.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -392102.343750 Penalty: 4066.797852
	Iteration 28Q: 3 clusters Score -392102.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -392108.843750 Penalty: 4066.797852
	Iteration 29Q: 3 clusters Score -392108.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -392115.687500 Penalty: 4066.797852
	Iteration 30Q: 3 clusters Score -392115.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -392126.312500 Penalty: 4066.797852
	Iteration 31Q: 3 clusters Score -392126.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -392141.093750 Penalty: 4066.797852
	Iteration 32Q: 3 clusters Score -392141.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -392159.218750 Penalty: 4066.797852
	Iteration 33Q: 3 clusters Score -392159.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -392175.281250 Penalty: 4066.797852
	Iteration 34Q: 3 clusters Score -392175.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -392188.625000 Penalty: 4066.797852
	Iteration 35Q: 3 clusters Score -392188.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -392197.375000 Penalty: 4066.797852
	Iteration 36Q: 3 clusters Score -392197.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -392205.343750 Penalty: 4066.797852
	Iteration 37Q: 3 clusters Score -392205.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -392213.531250 Penalty: 4066.797852
	Iteration 38Q: 3 clusters Score -392213.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -392221.468750 Penalty: 4066.797852
	Iteration 39Q: 3 clusters Score -392221.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -392228.000000 Penalty: 4066.797852
	Iteration 40F: 3 clusters Score -392228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -392236.812500 Penalty: 4066.797852
	Iteration 41Q: 3 clusters Score -392236.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -392243.312500 Penalty: 4066.797852
	Iteration 42Q: 3 clusters Score -392243.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -392248.593750 Penalty: 4066.797852
	Iteration 43Q: 3 clusters Score -392248.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -392255.593750 Penalty: 4066.797852
	Iteration 44Q: 3 clusters Score -392255.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -392260.125000 Penalty: 4066.797852
	Iteration 45Q: 3 clusters Score -392260.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -392269.593750 Penalty: 4066.797852
	Iteration 46Q: 3 clusters Score -392269.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -392277.656250 Penalty: 4066.797852
	Iteration 47Q: 3 clusters Score -392277.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -392287.062500 Penalty: 4066.797852
	Iteration 48Q: 3 clusters Score -392287.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -392294.250000 Penalty: 4066.797852
	Iteration 49Q: 3 clusters Score -392294.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -392298.250000 Penalty: 4066.797852
	Iteration 50Q: 3 clusters Score -392298.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -392302.625000 Penalty: 4066.797852
	Iteration 51Q: 3 clusters Score -392302.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -392307.562500 Penalty: 4066.797852
	Iteration 52Q: 3 clusters Score -392307.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -392314.625000 Penalty: 4066.797852
	Iteration 53Q: 3 clusters Score -392314.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -392320.750000 Penalty: 4066.797852
	Iteration 54Q: 3 clusters Score -392320.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -392327.531250 Penalty: 4066.797852
	Iteration 55Q: 3 clusters Score -392327.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -392334.031250 Penalty: 4066.797852
	Iteration 56Q: 3 clusters Score -392334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -392341.500000 Penalty: 4066.797852
	Iteration 57Q: 3 clusters Score -392341.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -392348.500000 Penalty: 4066.797852
	Iteration 58Q: 3 clusters Score -392348.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -392352.093750 Penalty: 4066.797852
	Iteration 59Q: 3 clusters Score -392352.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -392359.312500 Penalty: 4066.797852
	Iteration 60F: 3 clusters Score -392359.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -392362.156250 Penalty: 4066.797852
	Iteration 61Q: 3 clusters Score -392362.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -392367.250000 Penalty: 4066.797852
	Iteration 62Q: 3 clusters Score -392367.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -392375.750000 Penalty: 4066.797852
	Iteration 63Q: 3 clusters Score -392375.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -392383.250000 Penalty: 4066.797852
	Iteration 64Q: 3 clusters Score -392383.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -392389.812500 Penalty: 4066.797852
	Iteration 65Q: 3 clusters Score -392389.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -392394.406250 Penalty: 4066.797852
	Iteration 66Q: 3 clusters Score -392394.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -392396.437500 Penalty: 4066.797852
	Iteration 67Q: 3 clusters Score -392396.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -392400.812500 Penalty: 4066.797852
	Iteration 68Q: 3 clusters Score -392400.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -392406.062500 Penalty: 4066.797852
	Iteration 69Q: 3 clusters Score -392406.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -392408.031250 Penalty: 4066.797852
	Iteration 70Q: 3 clusters Score -392408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -392409.343750 Penalty: 4066.797852
	Iteration 71Q: 3 clusters Score -392409.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -392410.000000 Penalty: 4066.797852
	Iteration 72Q: 3 clusters Score -392410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -392412.593750 Penalty: 4066.797852
	Iteration 73Q: 3 clusters Score -392412.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -392412.406250 Penalty: 4066.797852
	Iteration 74Q: 3 clusters Score -392412.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -392413.656250 Penalty: 4066.797852
	Iteration 75Q: 3 clusters Score -392413.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -392415.000000 Penalty: 4066.797852
	Iteration 76Q: 3 clusters Score -392415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -392415.312500 Penalty: 4066.797852
	Iteration 77Q: 3 clusters Score -392415.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -392416.500000 Penalty: 4066.797852
	Iteration 78Q: 3 clusters Score -392416.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -392418.375000 Penalty: 4066.797852
	Iteration 79Q: 3 clusters Score -392418.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -392420.125000 Penalty: 4066.797852
	Iteration 80F: 3 clusters Score -392420.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -392421.593750 Penalty: 4066.797852
	Iteration 81Q: 3 clusters Score -392421.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -392422.750000 Penalty: 4066.797852
	Iteration 82Q: 3 clusters Score -392422.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -392423.156250 Penalty: 4066.797852
	Iteration 83Q: 3 clusters Score -392423.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -392423.156250 Penalty: 4066.797852
	Iteration 84F: 3 clusters Score -392423.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (7487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Entering Unmasked Estep 
Score: -803659.187500 Penalty: 2212.388916
	Iteration 0F: 2 clusters Score -803659.2 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 3806 members 
Entering Unmasked Estep 
Score: -797546.875000 Penalty: 4424.777832
	Iteration 0F: 3 clusters Score -797546.9 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -799328.312500 Penalty: 4424.777832
	Iteration 1F: 3 clusters Score -799328.3 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -799763.312500 Penalty: 4424.777832
	Iteration 2F: 3 clusters Score -799763.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -800107.250000 Penalty: 4424.777832
	Iteration 3F: 3 clusters Score -800107.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -800421.250000 Penalty: 4424.777832
	Iteration 4F: 3 clusters Score -800421.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -800679.250000 Penalty: 4424.777832
	Iteration 5F: 3 clusters Score -800679.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -800870.000000 Penalty: 4424.777832
	Iteration 6Q: 3 clusters Score -800870 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -801028.812500 Penalty: 4424.777832
	Iteration 7Q: 3 clusters Score -801028.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -801162.375000 Penalty: 4424.777832
	Iteration 8Q: 3 clusters Score -801162.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -801271.500000 Penalty: 4424.777832
	Iteration 9Q: 3 clusters Score -801271.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -801359.625000 Penalty: 4424.777832
	Iteration 10Q: 3 clusters Score -801359.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -801420.125000 Penalty: 4424.777832
	Iteration 11Q: 3 clusters Score -801420.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -801464.875000 Penalty: 4424.777832
	Iteration 12Q: 3 clusters Score -801464.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -801510.437500 Penalty: 4424.777832
	Iteration 13Q: 3 clusters Score -801510.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -801549.875000 Penalty: 4424.777832
	Iteration 14Q: 3 clusters Score -801549.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -801581.562500 Penalty: 4424.777832
	Iteration 15Q: 3 clusters Score -801581.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -801604.250000 Penalty: 4424.777832
	Iteration 16Q: 3 clusters Score -801604.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -801637.937500 Penalty: 4424.777832
	Iteration 17Q: 3 clusters Score -801637.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -801670.250000 Penalty: 4424.777832
	Iteration 18Q: 3 clusters Score -801670.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -801702.375000 Penalty: 4424.777832
	Iteration 19Q: 3 clusters Score -801702.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -801737.000000 Penalty: 4424.777832
	Iteration 20F: 3 clusters Score -801737 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -801765.500000 Penalty: 4424.777832
	Iteration 21Q: 3 clusters Score -801765.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -801789.687500 Penalty: 4424.777832
	Iteration 22Q: 3 clusters Score -801789.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -801808.937500 Penalty: 4424.777832
	Iteration 23Q: 3 clusters Score -801808.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -801828.062500 Penalty: 4424.777832
	Iteration 24Q: 3 clusters Score -801828.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -801837.375000 Penalty: 4424.777832
	Iteration 25Q: 3 clusters Score -801837.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -801847.125000 Penalty: 4424.777832
	Iteration 26Q: 3 clusters Score -801847.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -801855.500000 Penalty: 4424.777832
	Iteration 27Q: 3 clusters Score -801855.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -801863.437500 Penalty: 4424.777832
	Iteration 28Q: 3 clusters Score -801863.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -801876.625000 Penalty: 4424.777832
	Iteration 29Q: 3 clusters Score -801876.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -801890.937500 Penalty: 4424.777832
	Iteration 30Q: 3 clusters Score -801890.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -801895.375000 Penalty: 4424.777832
	Iteration 31Q: 3 clusters Score -801895.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -801899.812500 Penalty: 4424.777832
	Iteration 32Q: 3 clusters Score -801899.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -801909.312500 Penalty: 4424.777832
	Iteration 33Q: 3 clusters Score -801909.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -801916.750000 Penalty: 4424.777832
	Iteration 34Q: 3 clusters Score -801916.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -801921.187500 Penalty: 4424.777832
	Iteration 35Q: 3 clusters Score -801921.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -801923.937500 Penalty: 4424.777832
	Iteration 36Q: 3 clusters Score -801923.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -801930.437500 Penalty: 4424.777832
	Iteration 37Q: 3 clusters Score -801930.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -801938.375000 Penalty: 4424.777832
	Iteration 38Q: 3 clusters Score -801938.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -801944.125000 Penalty: 4424.777832
	Iteration 39Q: 3 clusters Score -801944.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -801949.875000 Penalty: 4424.777832
	Iteration 40F: 3 clusters Score -801949.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -801957.062500 Penalty: 4424.777832
	Iteration 41Q: 3 clusters Score -801957.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -801960.125000 Penalty: 4424.777832
	Iteration 42Q: 3 clusters Score -801960.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -801966.437500 Penalty: 4424.777832
	Iteration 43Q: 3 clusters Score -801966.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -801969.062500 Penalty: 4424.777832
	Iteration 44Q: 3 clusters Score -801969.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -801971.750000 Penalty: 4424.777832
	Iteration 45Q: 3 clusters Score -801971.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -801978.125000 Penalty: 4424.777832
	Iteration 46Q: 3 clusters Score -801978.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -801982.312500 Penalty: 4424.777832
	Iteration 47Q: 3 clusters Score -801982.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -801985.437500 Penalty: 4424.777832
	Iteration 48Q: 3 clusters Score -801985.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -801985.937500 Penalty: 4424.777832
	Iteration 49Q: 3 clusters Score -801985.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -801987.437500 Penalty: 4424.777832
	Iteration 50Q: 3 clusters Score -801987.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -801987.437500 Penalty: 4424.777832
	Iteration 51F: 3 clusters Score -801987.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Entering Unmasked Estep 
Score: -587262.937500 Penalty: 2130.061035
	Iteration 0F: 2 clusters Score -587262.9 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 2709 members 
Entering Unmasked Estep 
Score: -582570.750000 Penalty: 4260.122070
	Iteration 0F: 3 clusters Score -582570.8 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -583733.750000 Penalty: 4260.122070
	Iteration 1F: 3 clusters Score -583733.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -583946.687500 Penalty: 4260.122070
	Iteration 2F: 3 clusters Score -583946.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -584098.187500 Penalty: 4260.122070
	Iteration 3Q: 3 clusters Score -584098.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -584216.187500 Penalty: 4260.122070
	Iteration 4Q: 3 clusters Score -584216.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -584362.625000 Penalty: 4260.122070
	Iteration 5Q: 3 clusters Score -584362.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -584527.937500 Penalty: 4260.122070
	Iteration 6Q: 3 clusters Score -584527.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -584711.125000 Penalty: 4260.122070
	Iteration 7Q: 3 clusters Score -584711.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -584918.625000 Penalty: 4260.122070
	Iteration 8Q: 3 clusters Score -584918.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -585115.625000 Penalty: 4260.122070
	Iteration 9Q: 3 clusters Score -585115.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -585284.625000 Penalty: 4260.122070
	Iteration 10Q: 3 clusters Score -585284.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -585414.562500 Penalty: 4260.122070
	Iteration 11Q: 3 clusters Score -585414.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -585505.062500 Penalty: 4260.122070
	Iteration 12Q: 3 clusters Score -585505.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -585563.125000 Penalty: 4260.122070
	Iteration 13Q: 3 clusters Score -585563.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -585601.187500 Penalty: 4260.122070
	Iteration 14Q: 3 clusters Score -585601.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -585617.750000 Penalty: 4260.122070
	Iteration 15Q: 3 clusters Score -585617.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -585631.437500 Penalty: 4260.122070
	Iteration 16Q: 3 clusters Score -585631.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -585644.312500 Penalty: 4260.122070
	Iteration 17Q: 3 clusters Score -585644.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -585651.937500 Penalty: 4260.122070
	Iteration 18Q: 3 clusters Score -585651.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -585657.562500 Penalty: 4260.122070
	Iteration 19Q: 3 clusters Score -585657.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -585658.375000 Penalty: 4260.122070
	Iteration 20F: 3 clusters Score -585658.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -585659.750000 Penalty: 4260.122070
	Iteration 21Q: 3 clusters Score -585659.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -585659.125000 Penalty: 4260.122070
	Iteration 22Q: 3 clusters Score -585659.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -585659.125000 Penalty: 4260.122070
	Iteration 23F: 3 clusters Score -585659.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -71518.687500 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -71518.69 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 360 members 
Entering Unmasked Estep 
Score: -69816.898438 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -69816.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -70051.593750 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -70051.59 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -70143.976562 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -70143.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -70207.718750 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -70207.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -70272.945312 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -70272.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -70305.023438 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -70305.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -70312.734375 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -70312.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -70320.140625 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -70320.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -70326.640625 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -70326.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -70327.265625 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -70327.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -70329.203125 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -70329.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -70331.859375 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -70331.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -70334.750000 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -70334.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -70336.117188 Penalty: 3267.424805
	Iteration 13Q: 3 clusters Score -70336.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -70336.117188 Penalty: 3267.424805
	Iteration 14F: 3 clusters Score -70336.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (6026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Entering Unmasked Estep 
Score: -646449.375000 Penalty: 2158.552002
	Iteration 0F: 2 clusters Score -646449.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -641273.125000 Penalty: 4317.104004
	Iteration 0F: 3 clusters Score -641273.1 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -642577.875000 Penalty: 4317.104004
	Iteration 1F: 3 clusters Score -642577.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -642846.187500 Penalty: 4317.104004
	Iteration 2F: 3 clusters Score -642846.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -643026.500000 Penalty: 4317.104004
	Iteration 3F: 3 clusters Score -643026.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -643180.250000 Penalty: 4317.104004
	Iteration 4Q: 3 clusters Score -643180.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -643301.312500 Penalty: 4317.104004
	Iteration 5Q: 3 clusters Score -643301.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -643405.187500 Penalty: 4317.104004
	Iteration 6Q: 3 clusters Score -643405.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -643499.625000 Penalty: 4317.104004
	Iteration 7Q: 3 clusters Score -643499.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -643577.375000 Penalty: 4317.104004
	Iteration 8Q: 3 clusters Score -643577.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -643657.437500 Penalty: 4317.104004
	Iteration 9Q: 3 clusters Score -643657.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -643717.937500 Penalty: 4317.104004
	Iteration 10Q: 3 clusters Score -643717.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -643779.187500 Penalty: 4317.104004
	Iteration 11Q: 3 clusters Score -643779.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -643833.875000 Penalty: 4317.104004
	Iteration 12Q: 3 clusters Score -643833.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -643893.875000 Penalty: 4317.104004
	Iteration 13Q: 3 clusters Score -643893.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -643947.687500 Penalty: 4317.104004
	Iteration 14Q: 3 clusters Score -643947.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -643992.687500 Penalty: 4317.104004
	Iteration 15Q: 3 clusters Score -643992.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -644034.562500 Penalty: 4317.104004
	Iteration 16Q: 3 clusters Score -644034.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -644071.875000 Penalty: 4317.104004
	Iteration 17Q: 3 clusters Score -644071.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -644115.875000 Penalty: 4317.104004
	Iteration 18Q: 3 clusters Score -644115.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -644155.187500 Penalty: 4317.104004
	Iteration 19Q: 3 clusters Score -644155.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -644192.562500 Penalty: 4317.104004
	Iteration 20F: 3 clusters Score -644192.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -644232.562500 Penalty: 4317.104004
	Iteration 21Q: 3 clusters Score -644232.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -644272.250000 Penalty: 4317.104004
	Iteration 22Q: 3 clusters Score -644272.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -644306.500000 Penalty: 4317.104004
	Iteration 23Q: 3 clusters Score -644306.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -644338.375000 Penalty: 4317.104004
	Iteration 24Q: 3 clusters Score -644338.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -644373.312500 Penalty: 4317.104004
	Iteration 25Q: 3 clusters Score -644373.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -644405.000000 Penalty: 4317.104004
	Iteration 26Q: 3 clusters Score -644405 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -644434.937500 Penalty: 4317.104004
	Iteration 27Q: 3 clusters Score -644434.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -644453.187500 Penalty: 4317.104004
	Iteration 28Q: 3 clusters Score -644453.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -644469.687500 Penalty: 4317.104004
	Iteration 29Q: 3 clusters Score -644469.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -644482.875000 Penalty: 4317.104004
	Iteration 30Q: 3 clusters Score -644482.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -644490.875000 Penalty: 4317.104004
	Iteration 31Q: 3 clusters Score -644490.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -644497.937500 Penalty: 4317.104004
	Iteration 32Q: 3 clusters Score -644497.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -644506.687500 Penalty: 4317.104004
	Iteration 33Q: 3 clusters Score -644506.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -644512.250000 Penalty: 4317.104004
	Iteration 34Q: 3 clusters Score -644512.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -644519.187500 Penalty: 4317.104004
	Iteration 35Q: 3 clusters Score -644519.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -644524.125000 Penalty: 4317.104004
	Iteration 36Q: 3 clusters Score -644524.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -644529.812500 Penalty: 4317.104004
	Iteration 37Q: 3 clusters Score -644529.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -644534.000000 Penalty: 4317.104004
	Iteration 38Q: 3 clusters Score -644534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -644537.375000 Penalty: 4317.104004
	Iteration 39Q: 3 clusters Score -644537.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -644538.187500 Penalty: 4317.104004
	Iteration 40F: 3 clusters Score -644538.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -644539.312500 Penalty: 4317.104004
	Iteration 41Q: 3 clusters Score -644539.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -644539.937500 Penalty: 4317.104004
	Iteration 42Q: 3 clusters Score -644539.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -644542.812500 Penalty: 4317.104004
	Iteration 43Q: 3 clusters Score -644542.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -644545.375000 Penalty: 4317.104004
	Iteration 44Q: 3 clusters Score -644545.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -644548.250000 Penalty: 4317.104004
	Iteration 45Q: 3 clusters Score -644548.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -644553.000000 Penalty: 4317.104004
	Iteration 46Q: 3 clusters Score -644553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -644555.500000 Penalty: 4317.104004
	Iteration 47Q: 3 clusters Score -644555.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -644557.875000 Penalty: 4317.104004
	Iteration 48Q: 3 clusters Score -644557.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -644560.187500 Penalty: 4317.104004
	Iteration 49Q: 3 clusters Score -644560.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -644561.687500 Penalty: 4317.104004
	Iteration 50Q: 3 clusters Score -644561.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -644562.812500 Penalty: 4317.104004
	Iteration 51Q: 3 clusters Score -644562.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -644562.812500 Penalty: 4317.104004
	Iteration 52F: 3 clusters Score -644562.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -30130.804688 Penalty: 1426.637939
	Iteration 0F: 2 clusters Score -30130.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28908.035156 Penalty: 2853.275879
	Iteration 0F: 3 clusters Score -28908.04 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29037.361328 Penalty: 2853.275879
	Iteration 1F: 3 clusters Score -29037.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29069.486328 Penalty: 2853.275879
	Iteration 2Q: 3 clusters Score -29069.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -29096.267578 Penalty: 2853.275879
	Iteration 3Q: 3 clusters Score -29096.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29105.755859 Penalty: 2853.275879
	Iteration 4Q: 3 clusters Score -29105.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29110.482422 Penalty: 2853.275879
	Iteration 5Q: 3 clusters Score -29110.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29120.115234 Penalty: 2853.275879
	Iteration 6Q: 3 clusters Score -29120.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -29121.947266 Penalty: 2853.275879
	Iteration 7Q: 3 clusters Score -29121.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -29121.947266 Penalty: 2853.275879
	Iteration 8F: 3 clusters Score -29121.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -1764828.375000 Penalty: 2403.101074
	Iteration 0F: 2 clusters Score -1764828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1753202.125000 Penalty: 4806.202148
	Iteration 0F: 3 clusters Score -1753202 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1756882.750000 Penalty: 4806.202148
	Iteration 1F: 3 clusters Score -1756883 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1757209.750000 Penalty: 4806.202148
	Iteration 2F: 3 clusters Score -1757210 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1757464.250000 Penalty: 4806.202148
	Iteration 3Q: 3 clusters Score -1757464 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1757685.875000 Penalty: 4806.202148
	Iteration 4Q: 3 clusters Score -1757686 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1757882.875000 Penalty: 4806.202148
	Iteration 5Q: 3 clusters Score -1757883 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1758085.750000 Penalty: 4806.202148
	Iteration 6Q: 3 clusters Score -1758086 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1758323.875000 Penalty: 4806.202148
	Iteration 7Q: 3 clusters Score -1758324 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1758686.500000 Penalty: 4806.202148
	Iteration 8Q: 3 clusters Score -1758686 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1759158.250000 Penalty: 4806.202148
	Iteration 9Q: 3 clusters Score -1759158 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1759721.500000 Penalty: 4806.202148
	Iteration 10F: 3 clusters Score -1759722 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1760393.000000 Penalty: 4806.202148
	Iteration 11F: 3 clusters Score -1760393 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1761091.500000 Penalty: 4806.202148
	Iteration 12F: 3 clusters Score -1761092 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1761676.000000 Penalty: 4806.202148
	Iteration 13Q: 3 clusters Score -1761676 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1762077.375000 Penalty: 4806.202148
	Iteration 14Q: 3 clusters Score -1762077 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1762324.750000 Penalty: 4806.202148
	Iteration 15Q: 3 clusters Score -1762325 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1762459.500000 Penalty: 4806.202148
	Iteration 16Q: 3 clusters Score -1762460 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1762513.000000 Penalty: 4806.202148
	Iteration 17Q: 3 clusters Score -1762513 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1762549.500000 Penalty: 4806.202148
	Iteration 18Q: 3 clusters Score -1762550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1762579.625000 Penalty: 4806.202148
	Iteration 19Q: 3 clusters Score -1762580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1762601.625000 Penalty: 4806.202148
	Iteration 20F: 3 clusters Score -1762602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1762618.625000 Penalty: 4806.202148
	Iteration 21Q: 3 clusters Score -1762619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1762638.625000 Penalty: 4806.202148
	Iteration 22Q: 3 clusters Score -1762639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1762649.875000 Penalty: 4806.202148
	Iteration 23Q: 3 clusters Score -1762650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1762662.875000 Penalty: 4806.202148
	Iteration 24Q: 3 clusters Score -1762663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1762675.875000 Penalty: 4806.202148
	Iteration 25Q: 3 clusters Score -1762676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1762687.625000 Penalty: 4806.202148
	Iteration 26Q: 3 clusters Score -1762688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1762700.375000 Penalty: 4806.202148
	Iteration 27Q: 3 clusters Score -1762700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1762712.125000 Penalty: 4806.202148
	Iteration 28Q: 3 clusters Score -1762712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1762716.625000 Penalty: 4806.202148
	Iteration 29Q: 3 clusters Score -1762717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1762720.250000 Penalty: 4806.202148
	Iteration 30Q: 3 clusters Score -1762720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1762726.250000 Penalty: 4806.202148
	Iteration 31Q: 3 clusters Score -1762726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1762730.750000 Penalty: 4806.202148
	Iteration 32Q: 3 clusters Score -1762731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1762732.375000 Penalty: 4806.202148
	Iteration 33Q: 3 clusters Score -1762732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1762732.375000 Penalty: 4806.202148
	Iteration 34F: 3 clusters Score -1762732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (14449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Entering Unmasked Estep 
Score: -1592995.375000 Penalty: 2375.438477
	Iteration 0F: 2 clusters Score -1592995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1582623.375000 Penalty: 4750.876953
	Iteration 0F: 3 clusters Score -1582623 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1585886.375000 Penalty: 4750.876953
	Iteration 1F: 3 clusters Score -1585886 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1586252.625000 Penalty: 4750.876953
	Iteration 2F: 3 clusters Score -1586253 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1586568.375000 Penalty: 4750.876953
	Iteration 3Q: 3 clusters Score -1586568 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1586859.875000 Penalty: 4750.876953
	Iteration 4Q: 3 clusters Score -1586860 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1587138.375000 Penalty: 4750.876953
	Iteration 5Q: 3 clusters Score -1587138 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1587365.000000 Penalty: 4750.876953
	Iteration 6Q: 3 clusters Score -1587365 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1587575.875000 Penalty: 4750.876953
	Iteration 7Q: 3 clusters Score -1587576 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1587756.250000 Penalty: 4750.876953
	Iteration 8Q: 3 clusters Score -1587756 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1587959.875000 Penalty: 4750.876953
	Iteration 9Q: 3 clusters Score -1587960 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1588184.250000 Penalty: 4750.876953
	Iteration 10Q: 3 clusters Score -1588184 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1588437.875000 Penalty: 4750.876953
	Iteration 11Q: 3 clusters Score -1588438 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1588703.500000 Penalty: 4750.876953
	Iteration 12Q: 3 clusters Score -1588704 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1588987.000000 Penalty: 4750.876953
	Iteration 13Q: 3 clusters Score -1588987 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1589307.875000 Penalty: 4750.876953
	Iteration 14Q: 3 clusters Score -1589308 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1589644.000000 Penalty: 4750.876953
	Iteration 15Q: 3 clusters Score -1589644 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1589965.250000 Penalty: 4750.876953
	Iteration 16Q: 3 clusters Score -1589965 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1590211.500000 Penalty: 4750.876953
	Iteration 17Q: 3 clusters Score -1590212 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1590403.250000 Penalty: 4750.876953
	Iteration 18Q: 3 clusters Score -1590403 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1590531.000000 Penalty: 4750.876953
	Iteration 19Q: 3 clusters Score -1590531 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1590623.375000 Penalty: 4750.876953
	Iteration 20F: 3 clusters Score -1590623 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1590698.500000 Penalty: 4750.876953
	Iteration 21Q: 3 clusters Score -1590698 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1590746.625000 Penalty: 4750.876953
	Iteration 22Q: 3 clusters Score -1590747 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1590778.250000 Penalty: 4750.876953
	Iteration 23Q: 3 clusters Score -1590778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1590813.625000 Penalty: 4750.876953
	Iteration 24Q: 3 clusters Score -1590814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1590837.375000 Penalty: 4750.876953
	Iteration 25Q: 3 clusters Score -1590837 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1590858.375000 Penalty: 4750.876953
	Iteration 26Q: 3 clusters Score -1590858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1590874.875000 Penalty: 4750.876953
	Iteration 27Q: 3 clusters Score -1590875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1590884.125000 Penalty: 4750.876953
	Iteration 28Q: 3 clusters Score -1590884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1590901.500000 Penalty: 4750.876953
	Iteration 29Q: 3 clusters Score -1590902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1590912.500000 Penalty: 4750.876953
	Iteration 30Q: 3 clusters Score -1590912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1590922.375000 Penalty: 4750.876953
	Iteration 31Q: 3 clusters Score -1590922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1590927.250000 Penalty: 4750.876953
	Iteration 32Q: 3 clusters Score -1590927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1590934.750000 Penalty: 4750.876953
	Iteration 33Q: 3 clusters Score -1590935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1590939.125000 Penalty: 4750.876953
	Iteration 34Q: 3 clusters Score -1590939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1590944.375000 Penalty: 4750.876953
	Iteration 35Q: 3 clusters Score -1590944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1590948.500000 Penalty: 4750.876953
	Iteration 36Q: 3 clusters Score -1590948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1590952.375000 Penalty: 4750.876953
	Iteration 37Q: 3 clusters Score -1590952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1590956.125000 Penalty: 4750.876953
	Iteration 38Q: 3 clusters Score -1590956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1590960.250000 Penalty: 4750.876953
	Iteration 39Q: 3 clusters Score -1590960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1590960.250000 Penalty: 4750.876953
	Iteration 40F: 3 clusters Score -1590960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1590966.750000 Penalty: 4750.876953
	Iteration 41Q: 3 clusters Score -1590967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1590966.250000 Penalty: 4750.876953
	Iteration 42Q: 3 clusters Score -1590966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1590963.750000 Penalty: 4750.876953
	Iteration 43Q: 3 clusters Score -1590964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1590964.125000 Penalty: 4750.876953
	Iteration 44Q: 3 clusters Score -1590964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1590964.125000 Penalty: 4750.876953
	Iteration 45F: 3 clusters Score -1590964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (4478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Entering Unmasked Estep 
Score: -473241.906250 Penalty: 2084.919189
	Iteration 0F: 2 clusters Score -473241.9 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 2203 members 
Entering Unmasked Estep 
Score: -469064.906250 Penalty: 4169.838379
	Iteration 0F: 3 clusters Score -469064.9 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -470034.875000 Penalty: 4169.838379
	Iteration 1F: 3 clusters Score -470034.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -470198.093750 Penalty: 4169.838379
	Iteration 2F: 3 clusters Score -470198.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -470307.906250 Penalty: 4169.838379
	Iteration 3Q: 3 clusters Score -470307.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -470361.500000 Penalty: 4169.838379
	Iteration 4Q: 3 clusters Score -470361.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -470402.281250 Penalty: 4169.838379
	Iteration 5Q: 3 clusters Score -470402.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -470436.781250 Penalty: 4169.838379
	Iteration 6Q: 3 clusters Score -470436.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -470472.312500 Penalty: 4169.838379
	Iteration 7Q: 3 clusters Score -470472.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -470502.687500 Penalty: 4169.838379
	Iteration 8Q: 3 clusters Score -470502.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -470528.125000 Penalty: 4169.838379
	Iteration 9Q: 3 clusters Score -470528.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -470556.562500 Penalty: 4169.838379
	Iteration 10Q: 3 clusters Score -470556.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -470600.781250 Penalty: 4169.838379
	Iteration 11Q: 3 clusters Score -470600.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -470646.968750 Penalty: 4169.838379
	Iteration 12Q: 3 clusters Score -470647 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -470690.500000 Penalty: 4169.838379
	Iteration 13Q: 3 clusters Score -470690.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -470736.500000 Penalty: 4169.838379
	Iteration 14Q: 3 clusters Score -470736.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -470794.250000 Penalty: 4169.838379
	Iteration 15Q: 3 clusters Score -470794.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -470854.468750 Penalty: 4169.838379
	Iteration 16Q: 3 clusters Score -470854.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -470901.937500 Penalty: 4169.838379
	Iteration 17Q: 3 clusters Score -470901.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -470932.187500 Penalty: 4169.838379
	Iteration 18Q: 3 clusters Score -470932.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -470954.687500 Penalty: 4169.838379
	Iteration 19Q: 3 clusters Score -470954.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -470968.718750 Penalty: 4169.838379
	Iteration 20F: 3 clusters Score -470968.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -470982.312500 Penalty: 4169.838379
	Iteration 21Q: 3 clusters Score -470982.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -470993.937500 Penalty: 4169.838379
	Iteration 22Q: 3 clusters Score -470993.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -471012.250000 Penalty: 4169.838379
	Iteration 23Q: 3 clusters Score -471012.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -471031.000000 Penalty: 4169.838379
	Iteration 24Q: 3 clusters Score -471031 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -471044.156250 Penalty: 4169.838379
	Iteration 25Q: 3 clusters Score -471044.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -471056.968750 Penalty: 4169.838379
	Iteration 26Q: 3 clusters Score -471057 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -471068.093750 Penalty: 4169.838379
	Iteration 27Q: 3 clusters Score -471068.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -471074.250000 Penalty: 4169.838379
	Iteration 28Q: 3 clusters Score -471074.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -471084.281250 Penalty: 4169.838379
	Iteration 29Q: 3 clusters Score -471084.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -471091.218750 Penalty: 4169.838379
	Iteration 30Q: 3 clusters Score -471091.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -471099.937500 Penalty: 4169.838379
	Iteration 31Q: 3 clusters Score -471099.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -471103.156250 Penalty: 4169.838379
	Iteration 32Q: 3 clusters Score -471103.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -471108.656250 Penalty: 4169.838379
	Iteration 33Q: 3 clusters Score -471108.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -471112.531250 Penalty: 4169.838379
	Iteration 34Q: 3 clusters Score -471112.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -471115.843750 Penalty: 4169.838379
	Iteration 35Q: 3 clusters Score -471115.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -471121.562500 Penalty: 4169.838379
	Iteration 36Q: 3 clusters Score -471121.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -471126.406250 Penalty: 4169.838379
	Iteration 37Q: 3 clusters Score -471126.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -471129.937500 Penalty: 4169.838379
	Iteration 38Q: 3 clusters Score -471129.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -471133.781250 Penalty: 4169.838379
	Iteration 39Q: 3 clusters Score -471133.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -471137.906250 Penalty: 4169.838379
	Iteration 40F: 3 clusters Score -471137.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -471141.406250 Penalty: 4169.838379
	Iteration 41Q: 3 clusters Score -471141.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -471147.000000 Penalty: 4169.838379
	Iteration 42Q: 3 clusters Score -471147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -471151.312500 Penalty: 4169.838379
	Iteration 43Q: 3 clusters Score -471151.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -471154.625000 Penalty: 4169.838379
	Iteration 44Q: 3 clusters Score -471154.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -471158.937500 Penalty: 4169.838379
	Iteration 45Q: 3 clusters Score -471158.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -471163.687500 Penalty: 4169.838379
	Iteration 46Q: 3 clusters Score -471163.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -471171.468750 Penalty: 4169.838379
	Iteration 47Q: 3 clusters Score -471171.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -471177.562500 Penalty: 4169.838379
	Iteration 48Q: 3 clusters Score -471177.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -471183.031250 Penalty: 4169.838379
	Iteration 49Q: 3 clusters Score -471183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -471185.812500 Penalty: 4169.838379
	Iteration 50Q: 3 clusters Score -471185.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -471188.781250 Penalty: 4169.838379
	Iteration 51Q: 3 clusters Score -471188.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -471191.531250 Penalty: 4169.838379
	Iteration 52Q: 3 clusters Score -471191.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -471192.562500 Penalty: 4169.838379
	Iteration 53Q: 3 clusters Score -471192.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -471194.250000 Penalty: 4169.838379
	Iteration 54Q: 3 clusters Score -471194.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -471195.187500 Penalty: 4169.838379
	Iteration 55Q: 3 clusters Score -471195.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -471197.937500 Penalty: 4169.838379
	Iteration 56Q: 3 clusters Score -471197.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -471198.718750 Penalty: 4169.838379
	Iteration 57Q: 3 clusters Score -471198.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -471200.812500 Penalty: 4169.838379
	Iteration 58Q: 3 clusters Score -471200.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -471203.000000 Penalty: 4169.838379
	Iteration 59Q: 3 clusters Score -471203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -471204.656250 Penalty: 4169.838379
	Iteration 60F: 3 clusters Score -471204.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -471205.718750 Penalty: 4169.838379
	Iteration 61Q: 3 clusters Score -471205.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -471208.437500 Penalty: 4169.838379
	Iteration 62Q: 3 clusters Score -471208.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -471210.406250 Penalty: 4169.838379
	Iteration 63Q: 3 clusters Score -471210.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -471212.937500 Penalty: 4169.838379
	Iteration 64Q: 3 clusters Score -471212.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -471212.968750 Penalty: 4169.838379
	Iteration 65Q: 3 clusters Score -471213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -471213.375000 Penalty: 4169.838379
	Iteration 66Q: 3 clusters Score -471213.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -471214.781250 Penalty: 4169.838379
	Iteration 67Q: 3 clusters Score -471214.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -471216.843750 Penalty: 4169.838379
	Iteration 68Q: 3 clusters Score -471216.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -471216.562500 Penalty: 4169.838379
	Iteration 69Q: 3 clusters Score -471216.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -471217.843750 Penalty: 4169.838379
	Iteration 70Q: 3 clusters Score -471217.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -471218.593750 Penalty: 4169.838379
	Iteration 71Q: 3 clusters Score -471218.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -471218.812500 Penalty: 4169.838379
	Iteration 72Q: 3 clusters Score -471218.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -471219.562500 Penalty: 4169.838379
	Iteration 73Q: 3 clusters Score -471219.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -471219.562500 Penalty: 4169.838379
	Iteration 74F: 3 clusters Score -471219.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (3470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Entering Unmasked Estep 
Score: -376011.593750 Penalty: 2021.673584
	Iteration 0F: 2 clusters Score -376011.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -372431.093750 Penalty: 4043.347168
	Iteration 0F: 3 clusters Score -372431.1 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -373170.593750 Penalty: 4043.347168
	Iteration 1F: 3 clusters Score -373170.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -373333.562500 Penalty: 4043.347168
	Iteration 2F: 3 clusters Score -373333.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -373431.062500 Penalty: 4043.347168
	Iteration 3Q: 3 clusters Score -373431.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -373495.437500 Penalty: 4043.347168
	Iteration 4Q: 3 clusters Score -373495.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -373553.531250 Penalty: 4043.347168
	Iteration 5Q: 3 clusters Score -373553.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -373598.000000 Penalty: 4043.347168
	Iteration 6Q: 3 clusters Score -373598 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -373642.843750 Penalty: 4043.347168
	Iteration 7Q: 3 clusters Score -373642.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -373685.812500 Penalty: 4043.347168
	Iteration 8Q: 3 clusters Score -373685.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -373734.375000 Penalty: 4043.347168
	Iteration 9Q: 3 clusters Score -373734.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -373800.375000 Penalty: 4043.347168
	Iteration 10Q: 3 clusters Score -373800.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -373858.375000 Penalty: 4043.347168
	Iteration 11Q: 3 clusters Score -373858.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -373909.593750 Penalty: 4043.347168
	Iteration 12Q: 3 clusters Score -373909.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -373962.843750 Penalty: 4043.347168
	Iteration 13Q: 3 clusters Score -373962.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -374005.375000 Penalty: 4043.347168
	Iteration 14Q: 3 clusters Score -374005.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -374039.375000 Penalty: 4043.347168
	Iteration 15Q: 3 clusters Score -374039.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -374075.625000 Penalty: 4043.347168
	Iteration 16Q: 3 clusters Score -374075.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -374120.500000 Penalty: 4043.347168
	Iteration 17Q: 3 clusters Score -374120.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -374151.156250 Penalty: 4043.347168
	Iteration 18Q: 3 clusters Score -374151.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -374180.656250 Penalty: 4043.347168
	Iteration 19Q: 3 clusters Score -374180.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -374197.968750 Penalty: 4043.347168
	Iteration 20F: 3 clusters Score -374198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -374209.406250 Penalty: 4043.347168
	Iteration 21Q: 3 clusters Score -374209.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -374219.812500 Penalty: 4043.347168
	Iteration 22Q: 3 clusters Score -374219.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -374227.437500 Penalty: 4043.347168
	Iteration 23Q: 3 clusters Score -374227.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -374240.593750 Penalty: 4043.347168
	Iteration 24Q: 3 clusters Score -374240.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -374256.281250 Penalty: 4043.347168
	Iteration 25Q: 3 clusters Score -374256.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -374261.593750 Penalty: 4043.347168
	Iteration 26Q: 3 clusters Score -374261.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -374269.625000 Penalty: 4043.347168
	Iteration 27Q: 3 clusters Score -374269.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -374274.531250 Penalty: 4043.347168
	Iteration 28Q: 3 clusters Score -374274.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -374281.562500 Penalty: 4043.347168
	Iteration 29Q: 3 clusters Score -374281.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -374286.093750 Penalty: 4043.347168
	Iteration 30Q: 3 clusters Score -374286.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -374289.343750 Penalty: 4043.347168
	Iteration 31Q: 3 clusters Score -374289.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -374291.312500 Penalty: 4043.347168
	Iteration 32Q: 3 clusters Score -374291.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -374291.968750 Penalty: 4043.347168
	Iteration 33Q: 3 clusters Score -374292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -374293.625000 Penalty: 4043.347168
	Iteration 34Q: 3 clusters Score -374293.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -374293.875000 Penalty: 4043.347168
	Iteration 35Q: 3 clusters Score -374293.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -374294.468750 Penalty: 4043.347168
	Iteration 36Q: 3 clusters Score -374294.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -374296.406250 Penalty: 4043.347168
	Iteration 37Q: 3 clusters Score -374296.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -374298.093750 Penalty: 4043.347168
	Iteration 38Q: 3 clusters Score -374298.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -374299.531250 Penalty: 4043.347168
	Iteration 39Q: 3 clusters Score -374299.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -374299.531250 Penalty: 4043.347168
	Iteration 40F: 3 clusters Score -374299.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (16647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Entering Unmasked Estep 
Score: -1806566.500000 Penalty: 2410.556396
	Iteration 0F: 2 clusters Score -1806566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1794721.000000 Penalty: 4821.112793
	Iteration 0F: 3 clusters Score -1794721 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1798485.000000 Penalty: 4821.112793
	Iteration 1F: 3 clusters Score -1798485 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1798854.625000 Penalty: 4821.112793
	Iteration 2F: 3 clusters Score -1798855 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1799180.250000 Penalty: 4821.112793
	Iteration 3Q: 3 clusters Score -1799180 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1799503.625000 Penalty: 4821.112793
	Iteration 4Q: 3 clusters Score -1799504 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1799864.500000 Penalty: 4821.112793
	Iteration 5Q: 3 clusters Score -1799864 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1800283.375000 Penalty: 4821.112793
	Iteration 6Q: 3 clusters Score -1800283 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1800822.500000 Penalty: 4821.112793
	Iteration 7F: 3 clusters Score -1800822 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1801467.000000 Penalty: 4821.112793
	Iteration 8F: 3 clusters Score -1801467 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1802218.625000 Penalty: 4821.112793
	Iteration 9F: 3 clusters Score -1802219 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1802960.625000 Penalty: 4821.112793
	Iteration 10F: 3 clusters Score -1802961 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1803528.875000 Penalty: 4821.112793
	Iteration 11Q: 3 clusters Score -1803529 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1803902.500000 Penalty: 4821.112793
	Iteration 12Q: 3 clusters Score -1803902 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1804114.750000 Penalty: 4821.112793
	Iteration 13Q: 3 clusters Score -1804115 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1804237.500000 Penalty: 4821.112793
	Iteration 14Q: 3 clusters Score -1804238 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1804300.125000 Penalty: 4821.112793
	Iteration 15Q: 3 clusters Score -1804300 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1804358.875000 Penalty: 4821.112793
	Iteration 16Q: 3 clusters Score -1804359 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1804396.625000 Penalty: 4821.112793
	Iteration 17Q: 3 clusters Score -1804397 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1804427.250000 Penalty: 4821.112793
	Iteration 18Q: 3 clusters Score -1804427 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1804444.250000 Penalty: 4821.112793
	Iteration 19Q: 3 clusters Score -1804444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1804456.250000 Penalty: 4821.112793
	Iteration 20F: 3 clusters Score -1804456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1804466.125000 Penalty: 4821.112793
	Iteration 21Q: 3 clusters Score -1804466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1804485.000000 Penalty: 4821.112793
	Iteration 22Q: 3 clusters Score -1804485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1804498.250000 Penalty: 4821.112793
	Iteration 23Q: 3 clusters Score -1804498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1804503.875000 Penalty: 4821.112793
	Iteration 24Q: 3 clusters Score -1804504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1804507.625000 Penalty: 4821.112793
	Iteration 25Q: 3 clusters Score -1804508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1804514.750000 Penalty: 4821.112793
	Iteration 26Q: 3 clusters Score -1804515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1804519.000000 Penalty: 4821.112793
	Iteration 27Q: 3 clusters Score -1804519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1804529.250000 Penalty: 4821.112793
	Iteration 28Q: 3 clusters Score -1804529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1804540.125000 Penalty: 4821.112793
	Iteration 29Q: 3 clusters Score -1804540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1804545.375000 Penalty: 4821.112793
	Iteration 30Q: 3 clusters Score -1804545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1804547.125000 Penalty: 4821.112793
	Iteration 31Q: 3 clusters Score -1804547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1804553.375000 Penalty: 4821.112793
	Iteration 32Q: 3 clusters Score -1804553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1804560.375000 Penalty: 4821.112793
	Iteration 33Q: 3 clusters Score -1804560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1804560.250000 Penalty: 4821.112793
	Iteration 34Q: 3 clusters Score -1804560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1804561.500000 Penalty: 4821.112793
	Iteration 35Q: 3 clusters Score -1804562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1804564.625000 Penalty: 4821.112793
	Iteration 36Q: 3 clusters Score -1804565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1804563.625000 Penalty: 4821.112793
	Iteration 37Q: 3 clusters Score -1804564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1804562.875000 Penalty: 4821.112793
	Iteration 38Q: 3 clusters Score -1804563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1804562.375000 Penalty: 4821.112793
	Iteration 39Q: 3 clusters Score -1804562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1804566.250000 Penalty: 4821.112793
	Iteration 40F: 3 clusters Score -1804566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1804568.375000 Penalty: 4821.112793
	Iteration 41Q: 3 clusters Score -1804568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1804573.375000 Penalty: 4821.112793
	Iteration 42Q: 3 clusters Score -1804573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1804576.125000 Penalty: 4821.112793
	Iteration 43Q: 3 clusters Score -1804576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1804578.500000 Penalty: 4821.112793
	Iteration 44Q: 3 clusters Score -1804578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1804577.000000 Penalty: 4821.112793
	Iteration 45Q: 3 clusters Score -1804577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1804577.000000 Penalty: 4821.112793
	Iteration 46F: 3 clusters Score -1804577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (13752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Entering Unmasked Estep 
Score: -1508540.500000 Penalty: 2363.177002
	Iteration 0F: 2 clusters Score -1508540 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 6839 members 
Entering Unmasked Estep 
Score: -1498496.625000 Penalty: 4726.354004
	Iteration 0F: 3 clusters Score -1498497 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1501731.875000 Penalty: 4726.354004
	Iteration 1F: 3 clusters Score -1501732 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1502094.125000 Penalty: 4726.354004
	Iteration 2F: 3 clusters Score -1502094 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1502344.375000 Penalty: 4726.354004
	Iteration 3Q: 3 clusters Score -1502344 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1502509.125000 Penalty: 4726.354004
	Iteration 4Q: 3 clusters Score -1502509 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1502642.875000 Penalty: 4726.354004
	Iteration 5Q: 3 clusters Score -1502643 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1502767.250000 Penalty: 4726.354004
	Iteration 6Q: 3 clusters Score -1502767 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1502920.875000 Penalty: 4726.354004
	Iteration 7Q: 3 clusters Score -1502921 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1503090.125000 Penalty: 4726.354004
	Iteration 8Q: 3 clusters Score -1503090 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1503293.375000 Penalty: 4726.354004
	Iteration 9Q: 3 clusters Score -1503293 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1503526.750000 Penalty: 4726.354004
	Iteration 10Q: 3 clusters Score -1503527 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1503847.375000 Penalty: 4726.354004
	Iteration 11Q: 3 clusters Score -1503847 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1504214.750000 Penalty: 4726.354004
	Iteration 12Q: 3 clusters Score -1504215 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1504627.750000 Penalty: 4726.354004
	Iteration 13Q: 3 clusters Score -1504628 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1505028.000000 Penalty: 4726.354004
	Iteration 14Q: 3 clusters Score -1505028 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1505382.500000 Penalty: 4726.354004
	Iteration 15Q: 3 clusters Score -1505382 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1505666.250000 Penalty: 4726.354004
	Iteration 16Q: 3 clusters Score -1505666 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1505873.625000 Penalty: 4726.354004
	Iteration 17Q: 3 clusters Score -1505874 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1506023.750000 Penalty: 4726.354004
	Iteration 18Q: 3 clusters Score -1506024 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1506150.875000 Penalty: 4726.354004
	Iteration 19Q: 3 clusters Score -1506151 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1506232.375000 Penalty: 4726.354004
	Iteration 20F: 3 clusters Score -1506232 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1506279.750000 Penalty: 4726.354004
	Iteration 21Q: 3 clusters Score -1506280 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1506332.750000 Penalty: 4726.354004
	Iteration 22Q: 3 clusters Score -1506333 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1506360.750000 Penalty: 4726.354004
	Iteration 23Q: 3 clusters Score -1506361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1506374.750000 Penalty: 4726.354004
	Iteration 24Q: 3 clusters Score -1506375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1506394.500000 Penalty: 4726.354004
	Iteration 25Q: 3 clusters Score -1506394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1506409.250000 Penalty: 4726.354004
	Iteration 26Q: 3 clusters Score -1506409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1506419.750000 Penalty: 4726.354004
	Iteration 27Q: 3 clusters Score -1506420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1506431.375000 Penalty: 4726.354004
	Iteration 28Q: 3 clusters Score -1506431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1506436.250000 Penalty: 4726.354004
	Iteration 29Q: 3 clusters Score -1506436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1506446.875000 Penalty: 4726.354004
	Iteration 30Q: 3 clusters Score -1506447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1506459.000000 Penalty: 4726.354004
	Iteration 31Q: 3 clusters Score -1506459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1506474.125000 Penalty: 4726.354004
	Iteration 32Q: 3 clusters Score -1506474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1506484.625000 Penalty: 4726.354004
	Iteration 33Q: 3 clusters Score -1506485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1506490.375000 Penalty: 4726.354004
	Iteration 34Q: 3 clusters Score -1506490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1506493.250000 Penalty: 4726.354004
	Iteration 35Q: 3 clusters Score -1506493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1506494.500000 Penalty: 4726.354004
	Iteration 36Q: 3 clusters Score -1506494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1506493.125000 Penalty: 4726.354004
	Iteration 37Q: 3 clusters Score -1506493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1506495.125000 Penalty: 4726.354004
	Iteration 38Q: 3 clusters Score -1506495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1506499.125000 Penalty: 4726.354004
	Iteration 39Q: 3 clusters Score -1506499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1506500.875000 Penalty: 4726.354004
	Iteration 40F: 3 clusters Score -1506501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58382 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 7703 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 6354 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90172 members 
Mstep: Class 11 contains 8620 members 
Mstep: Class 12 contains 31279 members 
Mstep: Class 13 contains 6459 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 10544 members 
Mstep: Class 16 contains 17114 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10476 members 
Mstep: Class 21 contains 14498 members 
Mstep: Class 22 contains 10031 members 
Mstep: Class 23 contains 26018 members 
Mstep: Class 24 contains 14400 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14063 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 17940 members 
Mstep: Class 31 contains 16939 members 
Mstep: Class 32 contains 10454 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4658 members 
Mstep: Class 35 contains 12168 members 
Mstep: Class 36 contains 27686 members 
Mstep: Class 37 contains 19916 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8921 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16963 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7487 members 
Mstep: Class 45 contains 5372 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6026 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16154 members 
Mstep: Class 50 contains 14449 members 
Mstep: Class 51 contains 4478 members 
Mstep: Class 52 contains 3470 members 
Mstep: Class 53 contains 16647 members 
Mstep: Class 54 contains 13752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769860.000000 Penalty: 179211.343750
Iteration 239Q: 55 clusters Score -6.476986e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58382 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 7704 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 6353 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90173 members 
Mstep: Class 11 contains 8628 members 
Mstep: Class 12 contains 31279 members 
Mstep: Class 13 contains 6459 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 10542 members 
Mstep: Class 16 contains 17107 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28741 members 
Mstep: Class 20 contains 10476 members 
Mstep: Class 21 contains 14497 members 
Mstep: Class 22 contains 10033 members 
Mstep: Class 23 contains 26026 members 
Mstep: Class 24 contains 14392 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5573 members 
Mstep: Class 30 contains 17941 members 
Mstep: Class 31 contains 16937 members 
Mstep: Class 32 contains 10453 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4658 members 
Mstep: Class 35 contains 12168 members 
Mstep: Class 36 contains 27686 members 
Mstep: Class 37 contains 19917 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8920 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16962 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7486 members 
Mstep: Class 45 contains 5372 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6026 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16154 members 
Mstep: Class 50 contains 14449 members 
Mstep: Class 51 contains 4478 members 
Mstep: Class 52 contains 3469 members 
Mstep: Class 53 contains 16647 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769864.000000 Penalty: 179211.343750
Iteration 240F: 55 clusters Score -6.476986e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58382 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 7704 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 6354 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90173 members 
Mstep: Class 11 contains 8638 members 
Mstep: Class 12 contains 31279 members 
Mstep: Class 13 contains 6458 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 10540 members 
Mstep: Class 16 contains 17108 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28740 members 
Mstep: Class 20 contains 10476 members 
Mstep: Class 21 contains 14497 members 
Mstep: Class 22 contains 10033 members 
Mstep: Class 23 contains 26035 members 
Mstep: Class 24 contains 14378 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5573 members 
Mstep: Class 30 contains 17940 members 
Mstep: Class 31 contains 16936 members 
Mstep: Class 32 contains 10454 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4658 members 
Mstep: Class 35 contains 12168 members 
Mstep: Class 36 contains 27687 members 
Mstep: Class 37 contains 19918 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8920 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16961 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7484 members 
Mstep: Class 45 contains 5371 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6026 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16154 members 
Mstep: Class 50 contains 14449 members 
Mstep: Class 51 contains 4478 members 
Mstep: Class 52 contains 3467 members 
Mstep: Class 53 contains 16648 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769852.000000 Penalty: 179211.343750
Iteration 241Q: 55 clusters Score -6.476985e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58380 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 7704 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 6352 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90173 members 
Mstep: Class 11 contains 8646 members 
Mstep: Class 12 contains 31279 members 
Mstep: Class 13 contains 6458 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 10541 members 
Mstep: Class 16 contains 17102 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28740 members 
Mstep: Class 20 contains 10474 members 
Mstep: Class 21 contains 14497 members 
Mstep: Class 22 contains 10036 members 
Mstep: Class 23 contains 26046 members 
Mstep: Class 24 contains 14369 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5573 members 
Mstep: Class 30 contains 17939 members 
Mstep: Class 31 contains 16936 members 
Mstep: Class 32 contains 10454 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4658 members 
Mstep: Class 35 contains 12168 members 
Mstep: Class 36 contains 27686 members 
Mstep: Class 37 contains 19918 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8920 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16962 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7482 members 
Mstep: Class 45 contains 5371 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6026 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14449 members 
Mstep: Class 51 contains 4478 members 
Mstep: Class 52 contains 3467 members 
Mstep: Class 53 contains 16648 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769900.000000 Penalty: 179211.343750
Iteration 242Q: 55 clusters Score -6.47699e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58373 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 7704 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 6355 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90172 members 
Mstep: Class 11 contains 8656 members 
Mstep: Class 12 contains 31279 members 
Mstep: Class 13 contains 6456 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 10539 members 
Mstep: Class 16 contains 17102 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28740 members 
Mstep: Class 20 contains 10472 members 
Mstep: Class 21 contains 14497 members 
Mstep: Class 22 contains 10039 members 
Mstep: Class 23 contains 26068 members 
Mstep: Class 24 contains 14343 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5574 members 
Mstep: Class 30 contains 17941 members 
Mstep: Class 31 contains 16936 members 
Mstep: Class 32 contains 10455 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4658 members 
Mstep: Class 35 contains 12168 members 
Mstep: Class 36 contains 27686 members 
Mstep: Class 37 contains 19919 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8920 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16961 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7478 members 
Mstep: Class 45 contains 5371 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6026 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14450 members 
Mstep: Class 51 contains 4478 members 
Mstep: Class 52 contains 3467 members 
Mstep: Class 53 contains 16648 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769872.000000 Penalty: 179211.343750
Iteration 243Q: 55 clusters Score -6.476987e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58368 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 7704 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 6355 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90172 members 
Mstep: Class 11 contains 8668 members 
Mstep: Class 12 contains 31278 members 
Mstep: Class 13 contains 6456 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 10533 members 
Mstep: Class 16 contains 17100 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28740 members 
Mstep: Class 20 contains 10471 members 
Mstep: Class 21 contains 14497 members 
Mstep: Class 22 contains 10043 members 
Mstep: Class 23 contains 26084 members 
Mstep: Class 24 contains 14327 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5574 members 
Mstep: Class 30 contains 17940 members 
Mstep: Class 31 contains 16936 members 
Mstep: Class 32 contains 10456 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4658 members 
Mstep: Class 35 contains 12168 members 
Mstep: Class 36 contains 27685 members 
Mstep: Class 37 contains 19919 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8920 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16961 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7477 members 
Mstep: Class 45 contains 5371 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6026 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14451 members 
Mstep: Class 51 contains 4478 members 
Mstep: Class 52 contains 3467 members 
Mstep: Class 53 contains 16648 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769848.000000 Penalty: 179211.343750
Iteration 244Q: 55 clusters Score -6.476985e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58363 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 7704 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 6358 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90172 members 
Mstep: Class 11 contains 8671 members 
Mstep: Class 12 contains 31278 members 
Mstep: Class 13 contains 6455 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 10535 members 
Mstep: Class 16 contains 17097 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28741 members 
Mstep: Class 20 contains 10470 members 
Mstep: Class 21 contains 14497 members 
Mstep: Class 22 contains 10046 members 
Mstep: Class 23 contains 26089 members 
Mstep: Class 24 contains 14323 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5574 members 
Mstep: Class 30 contains 17939 members 
Mstep: Class 31 contains 16936 members 
Mstep: Class 32 contains 10456 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4658 members 
Mstep: Class 35 contains 12168 members 
Mstep: Class 36 contains 27685 members 
Mstep: Class 37 contains 19919 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8920 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16960 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7476 members 
Mstep: Class 45 contains 5371 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6026 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14451 members 
Mstep: Class 51 contains 4478 members 
Mstep: Class 52 contains 3467 members 
Mstep: Class 53 contains 16648 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769848.000000 Penalty: 179211.343750
Iteration 245Q: 55 clusters Score -6.476985e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58363 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 7704 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 6360 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90172 members 
Mstep: Class 11 contains 8676 members 
Mstep: Class 12 contains 31278 members 
Mstep: Class 13 contains 6457 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 10537 members 
Mstep: Class 16 contains 17096 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28741 members 
Mstep: Class 20 contains 10468 members 
Mstep: Class 21 contains 14497 members 
Mstep: Class 22 contains 10048 members 
Mstep: Class 23 contains 26087 members 
Mstep: Class 24 contains 14318 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5574 members 
Mstep: Class 30 contains 17940 members 
Mstep: Class 31 contains 16936 members 
Mstep: Class 32 contains 10456 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4658 members 
Mstep: Class 35 contains 12168 members 
Mstep: Class 36 contains 27685 members 
Mstep: Class 37 contains 19919 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8919 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16960 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7474 members 
Mstep: Class 45 contains 5371 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6026 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14450 members 
Mstep: Class 51 contains 4478 members 
Mstep: Class 52 contains 3467 members 
Mstep: Class 53 contains 16648 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769804.000000 Penalty: 179211.343750
Iteration 246Q: 55 clusters Score -6.47698e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58358 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 7704 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 6360 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90172 members 
Mstep: Class 11 contains 8685 members 
Mstep: Class 12 contains 31277 members 
Mstep: Class 13 contains 6461 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 10537 members 
Mstep: Class 16 contains 17090 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28741 members 
Mstep: Class 20 contains 10465 members 
Mstep: Class 21 contains 14497 members 
Mstep: Class 22 contains 10050 members 
Mstep: Class 23 contains 26088 members 
Mstep: Class 24 contains 14316 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5574 members 
Mstep: Class 30 contains 17944 members 
Mstep: Class 31 contains 16936 members 
Mstep: Class 32 contains 10457 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4658 members 
Mstep: Class 35 contains 12168 members 
Mstep: Class 36 contains 27685 members 
Mstep: Class 37 contains 19918 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8920 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16959 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7473 members 
Mstep: Class 45 contains 5371 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6026 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14450 members 
Mstep: Class 51 contains 4478 members 
Mstep: Class 52 contains 3466 members 
Mstep: Class 53 contains 16647 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769764.000000 Penalty: 179211.343750
Iteration 247Q: 55 clusters Score -6.476976e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58356 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 7704 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 6359 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90172 members 
Mstep: Class 11 contains 8694 members 
Mstep: Class 12 contains 31275 members 
Mstep: Class 13 contains 6462 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 10535 members 
Mstep: Class 16 contains 17092 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28740 members 
Mstep: Class 20 contains 10460 members 
Mstep: Class 21 contains 14497 members 
Mstep: Class 22 contains 10052 members 
Mstep: Class 23 contains 26089 members 
Mstep: Class 24 contains 14312 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5574 members 
Mstep: Class 30 contains 17945 members 
Mstep: Class 31 contains 16936 members 
Mstep: Class 32 contains 10457 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4658 members 
Mstep: Class 35 contains 12168 members 
Mstep: Class 36 contains 27685 members 
Mstep: Class 37 contains 19918 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8920 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16960 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7473 members 
Mstep: Class 45 contains 5371 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6026 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14450 members 
Mstep: Class 51 contains 4478 members 
Mstep: Class 52 contains 3466 members 
Mstep: Class 53 contains 16647 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769764.000000 Penalty: 179211.343750
Iteration 248Q: 55 clusters Score -6.476976e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58354 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 7704 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 6361 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90172 members 
Mstep: Class 11 contains 8696 members 
Mstep: Class 12 contains 31276 members 
Mstep: Class 13 contains 6461 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 10534 members 
Mstep: Class 16 contains 17084 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28740 members 
Mstep: Class 20 contains 10460 members 
Mstep: Class 21 contains 14497 members 
Mstep: Class 22 contains 10054 members 
Mstep: Class 23 contains 26092 members 
Mstep: Class 24 contains 14316 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5574 members 
Mstep: Class 30 contains 17943 members 
Mstep: Class 31 contains 16936 members 
Mstep: Class 32 contains 10456 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4658 members 
Mstep: Class 35 contains 12168 members 
Mstep: Class 36 contains 27685 members 
Mstep: Class 37 contains 19918 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8920 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16961 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7474 members 
Mstep: Class 45 contains 5371 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6026 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14450 members 
Mstep: Class 51 contains 4478 members 
Mstep: Class 52 contains 3465 members 
Mstep: Class 53 contains 16647 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769824.000000 Penalty: 179211.343750
Iteration 249Q: 55 clusters Score -6.476982e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58355 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 7704 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 6365 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90172 members 
Mstep: Class 11 contains 8703 members 
Mstep: Class 12 contains 31276 members 
Mstep: Class 13 contains 6460 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 10538 members 
Mstep: Class 16 contains 17084 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28740 members 
Mstep: Class 20 contains 10460 members 
Mstep: Class 21 contains 14497 members 
Mstep: Class 22 contains 10054 members 
Mstep: Class 23 contains 26088 members 
Mstep: Class 24 contains 14310 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5574 members 
Mstep: Class 30 contains 17943 members 
Mstep: Class 31 contains 16935 members 
Mstep: Class 32 contains 10452 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4658 members 
Mstep: Class 35 contains 12168 members 
Mstep: Class 36 contains 27685 members 
Mstep: Class 37 contains 19918 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8919 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16962 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7475 members 
Mstep: Class 45 contains 5371 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6026 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14450 members 
Mstep: Class 51 contains 4478 members 
Mstep: Class 52 contains 3464 members 
Mstep: Class 53 contains 16647 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769848.000000 Penalty: 179211.343750
Iteration 250Q: 55 clusters Score -6.476985e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58355 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 7704 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 6370 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90172 members 
Mstep: Class 11 contains 8709 members 
Mstep: Class 12 contains 31275 members 
Mstep: Class 13 contains 6462 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 10539 members 
Mstep: Class 16 contains 17083 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28740 members 
Mstep: Class 20 contains 10460 members 
Mstep: Class 21 contains 14497 members 
Mstep: Class 22 contains 10054 members 
Mstep: Class 23 contains 26092 members 
Mstep: Class 24 contains 14300 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5573 members 
Mstep: Class 30 contains 17943 members 
Mstep: Class 31 contains 16934 members 
Mstep: Class 32 contains 10450 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4658 members 
Mstep: Class 35 contains 12168 members 
Mstep: Class 36 contains 27685 members 
Mstep: Class 37 contains 19918 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8918 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16960 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7477 members 
Mstep: Class 45 contains 5370 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6026 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14450 members 
Mstep: Class 51 contains 4478 members 
Mstep: Class 52 contains 3464 members 
Mstep: Class 53 contains 16647 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769860.000000 Penalty: 179211.343750
Iteration 251Q: 55 clusters Score -6.476986e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58357 members 
Mstep: Class 5 contains 21600 members 
Mstep: Class 6 contains 7704 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 6373 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90173 members 
Mstep: Class 11 contains 8714 members 
Mstep: Class 12 contains 31275 members 
Mstep: Class 13 contains 6464 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 10539 members 
Mstep: Class 16 contains 17082 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28740 members 
Mstep: Class 20 contains 10460 members 
Mstep: Class 21 contains 14497 members 
Mstep: Class 22 contains 10054 members 
Mstep: Class 23 contains 26091 members 
Mstep: Class 24 contains 14296 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5574 members 
Mstep: Class 30 contains 17943 members 
Mstep: Class 31 contains 16933 members 
Mstep: Class 32 contains 10445 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4658 members 
Mstep: Class 35 contains 12168 members 
Mstep: Class 36 contains 27684 members 
Mstep: Class 37 contains 19918 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8918 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16958 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7478 members 
Mstep: Class 45 contains 5370 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6026 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14450 members 
Mstep: Class 51 contains 4478 members 
Mstep: Class 52 contains 3463 members 
Mstep: Class 53 contains 16647 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769868.000000 Penalty: 179211.343750
Iteration 252Q: 55 clusters Score -6.476987e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58355 members 
Mstep: Class 5 contains 21600 members 
Mstep: Class 6 contains 7704 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 6374 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90173 members 
Mstep: Class 11 contains 8718 members 
Mstep: Class 12 contains 31275 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 10541 members 
Mstep: Class 16 contains 17084 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28741 members 
Mstep: Class 20 contains 10459 members 
Mstep: Class 21 contains 14497 members 
Mstep: Class 22 contains 10054 members 
Mstep: Class 23 contains 26093 members 
Mstep: Class 24 contains 14291 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5574 members 
Mstep: Class 30 contains 17946 members 
Mstep: Class 31 contains 16932 members 
Mstep: Class 32 contains 10444 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4658 members 
Mstep: Class 35 contains 12168 members 
Mstep: Class 36 contains 27682 members 
Mstep: Class 37 contains 19918 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8918 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16954 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7478 members 
Mstep: Class 45 contains 5370 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6026 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14452 members 
Mstep: Class 51 contains 4478 members 
Mstep: Class 52 contains 3460 members 
Mstep: Class 53 contains 16647 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769804.000000 Penalty: 179211.343750
Iteration 253Q: 55 clusters Score -6.47698e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58355 members 
Mstep: Class 5 contains 21600 members 
Mstep: Class 6 contains 7704 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 6374 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90173 members 
Mstep: Class 11 contains 8719 members 
Mstep: Class 12 contains 31275 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 4617 members 
Mstep: Class 15 contains 10540 members 
Mstep: Class 16 contains 17083 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28741 members 
Mstep: Class 20 contains 10458 members 
Mstep: Class 21 contains 14497 members 
Mstep: Class 22 contains 10053 members 
Mstep: Class 23 contains 26102 members 
Mstep: Class 24 contains 14290 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5574 members 
Mstep: Class 30 contains 17949 members 
Mstep: Class 31 contains 16928 members 
Mstep: Class 32 contains 10443 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4658 members 
Mstep: Class 35 contains 12168 members 
Mstep: Class 36 contains 27679 members 
Mstep: Class 37 contains 19919 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8918 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16952 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7478 members 
Mstep: Class 45 contains 5370 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6026 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16154 members 
Mstep: Class 50 contains 14455 members 
Mstep: Class 51 contains 4479 members 
Mstep: Class 52 contains 3457 members 
Mstep: Class 53 contains 16647 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769784.000000 Penalty: 179211.343750
Iteration 254Q: 55 clusters Score -6.476978e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58354 members 
Mstep: Class 5 contains 21600 members 
Mstep: Class 6 contains 7704 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 6376 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90173 members 
Mstep: Class 11 contains 8722 members 
Mstep: Class 12 contains 31276 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 4617 members 
Mstep: Class 15 contains 10538 members 
Mstep: Class 16 contains 17085 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28743 members 
Mstep: Class 20 contains 10457 members 
Mstep: Class 21 contains 14497 members 
Mstep: Class 22 contains 10054 members 
Mstep: Class 23 contains 26114 members 
Mstep: Class 24 contains 14285 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5573 members 
Mstep: Class 30 contains 17950 members 
Mstep: Class 31 contains 16927 members 
Mstep: Class 32 contains 10444 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4658 members 
Mstep: Class 35 contains 12168 members 
Mstep: Class 36 contains 27675 members 
Mstep: Class 37 contains 19918 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8918 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16947 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7478 members 
Mstep: Class 45 contains 5370 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6026 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16153 members 
Mstep: Class 50 contains 14457 members 
Mstep: Class 51 contains 4479 members 
Mstep: Class 52 contains 3453 members 
Mstep: Class 53 contains 16647 members 
Mstep: Class 54 contains 13752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769824.000000 Penalty: 179211.343750
Iteration 255Q: 55 clusters Score -6.476982e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58347 members 
Mstep: Class 5 contains 21600 members 
Mstep: Class 6 contains 7704 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 6379 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90173 members 
Mstep: Class 11 contains 8728 members 
Mstep: Class 12 contains 31276 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 4617 members 
Mstep: Class 15 contains 10538 members 
Mstep: Class 16 contains 17089 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28743 members 
Mstep: Class 20 contains 10457 members 
Mstep: Class 21 contains 14497 members 
Mstep: Class 22 contains 10056 members 
Mstep: Class 23 contains 26121 members 
Mstep: Class 24 contains 14274 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5573 members 
Mstep: Class 30 contains 17952 members 
Mstep: Class 31 contains 16924 members 
Mstep: Class 32 contains 10444 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4657 members 
Mstep: Class 35 contains 12168 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 19919 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8918 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16947 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7478 members 
Mstep: Class 45 contains 5370 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6026 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16153 members 
Mstep: Class 50 contains 14459 members 
Mstep: Class 51 contains 4479 members 
Mstep: Class 52 contains 3449 members 
Mstep: Class 53 contains 16647 members 
Mstep: Class 54 contains 13752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769864.000000 Penalty: 179211.343750
Iteration 256Q: 55 clusters Score -6.476986e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58341 members 
Mstep: Class 5 contains 21600 members 
Mstep: Class 6 contains 7704 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 6380 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90173 members 
Mstep: Class 11 contains 8740 members 
Mstep: Class 12 contains 31276 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 4617 members 
Mstep: Class 15 contains 10538 members 
Mstep: Class 16 contains 17091 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10456 members 
Mstep: Class 21 contains 14497 members 
Mstep: Class 22 contains 10058 members 
Mstep: Class 23 contains 26126 members 
Mstep: Class 24 contains 14262 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5573 members 
Mstep: Class 30 contains 17954 members 
Mstep: Class 31 contains 16924 members 
Mstep: Class 32 contains 10444 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12168 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 19919 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8917 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16943 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7478 members 
Mstep: Class 45 contains 5370 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6027 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16153 members 
Mstep: Class 50 contains 14460 members 
Mstep: Class 51 contains 4479 members 
Mstep: Class 52 contains 3448 members 
Mstep: Class 53 contains 16647 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769908.000000 Penalty: 179211.343750
Iteration 257Q: 55 clusters Score -6.476991e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58340 members 
Mstep: Class 5 contains 21600 members 
Mstep: Class 6 contains 7704 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 6383 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90173 members 
Mstep: Class 11 contains 8743 members 
Mstep: Class 12 contains 31276 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 14 contains 4617 members 
Mstep: Class 15 contains 10536 members 
Mstep: Class 16 contains 17089 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10455 members 
Mstep: Class 21 contains 14496 members 
Mstep: Class 22 contains 10057 members 
Mstep: Class 23 contains 26136 members 
Mstep: Class 24 contains 14253 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5573 members 
Mstep: Class 30 contains 17957 members 
Mstep: Class 31 contains 16924 members 
Mstep: Class 32 contains 10444 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12167 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 19919 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8917 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16938 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7478 members 
Mstep: Class 45 contains 5370 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6029 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16153 members 
Mstep: Class 50 contains 14460 members 
Mstep: Class 51 contains 4479 members 
Mstep: Class 52 contains 3448 members 
Mstep: Class 53 contains 16647 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769896.000000 Penalty: 179211.343750
Iteration 258Q: 55 clusters Score -6.47699e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58340 members 
Mstep: Class 5 contains 21600 members 
Mstep: Class 6 contains 7704 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6387 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90173 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 31276 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 14 contains 4617 members 
Mstep: Class 15 contains 10534 members 
Mstep: Class 16 contains 17091 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10454 members 
Mstep: Class 21 contains 14495 members 
Mstep: Class 22 contains 10057 members 
Mstep: Class 23 contains 26145 members 
Mstep: Class 24 contains 14243 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5573 members 
Mstep: Class 30 contains 17957 members 
Mstep: Class 31 contains 16924 members 
Mstep: Class 32 contains 10444 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4654 members 
Mstep: Class 35 contains 12167 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 19919 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8916 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16935 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7478 members 
Mstep: Class 45 contains 5370 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6033 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16153 members 
Mstep: Class 50 contains 14460 members 
Mstep: Class 51 contains 4479 members 
Mstep: Class 52 contains 3447 members 
Mstep: Class 53 contains 16647 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769856.000000 Penalty: 179211.343750
Iteration 259Q: 55 clusters Score -6.476986e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58342 members 
Mstep: Class 5 contains 21600 members 
Mstep: Class 6 contains 7703 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6388 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90173 members 
Mstep: Class 11 contains 8753 members 
Mstep: Class 12 contains 31276 members 
Mstep: Class 13 contains 6471 members 
Mstep: Class 14 contains 4617 members 
Mstep: Class 15 contains 10530 members 
Mstep: Class 16 contains 17090 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10454 members 
Mstep: Class 21 contains 14494 members 
Mstep: Class 22 contains 10057 members 
Mstep: Class 23 contains 26165 members 
Mstep: Class 24 contains 14229 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5572 members 
Mstep: Class 30 contains 17956 members 
Mstep: Class 31 contains 16925 members 
Mstep: Class 32 contains 10444 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4654 members 
Mstep: Class 35 contains 12167 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 19919 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8917 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16924 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7478 members 
Mstep: Class 45 contains 5369 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6034 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16153 members 
Mstep: Class 50 contains 14460 members 
Mstep: Class 51 contains 4479 members 
Mstep: Class 52 contains 3445 members 
Mstep: Class 53 contains 16647 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769884.000000 Penalty: 179211.343750
Iteration 260F: 55 clusters Score -6.476988e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58341 members 
Mstep: Class 5 contains 21600 members 
Mstep: Class 6 contains 7704 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6392 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90173 members 
Mstep: Class 11 contains 8760 members 
Mstep: Class 12 contains 31276 members 
Mstep: Class 13 contains 6475 members 
Mstep: Class 14 contains 4617 members 
Mstep: Class 15 contains 10526 members 
Mstep: Class 16 contains 17090 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10454 members 
Mstep: Class 21 contains 14493 members 
Mstep: Class 22 contains 10059 members 
Mstep: Class 23 contains 26171 members 
Mstep: Class 24 contains 14219 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5572 members 
Mstep: Class 30 contains 17958 members 
Mstep: Class 31 contains 16924 members 
Mstep: Class 32 contains 10444 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4654 members 
Mstep: Class 35 contains 12167 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 19920 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8918 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16919 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7478 members 
Mstep: Class 45 contains 5367 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6033 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16153 members 
Mstep: Class 50 contains 14460 members 
Mstep: Class 51 contains 4479 members 
Mstep: Class 52 contains 3442 members 
Mstep: Class 53 contains 16647 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769972.000000 Penalty: 179211.343750
Iteration 261Q: 55 clusters Score -6.476997e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58336 members 
Mstep: Class 5 contains 21600 members 
Mstep: Class 6 contains 7705 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6390 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90173 members 
Mstep: Class 11 contains 8770 members 
Mstep: Class 12 contains 31276 members 
Mstep: Class 13 contains 6476 members 
Mstep: Class 14 contains 4618 members 
Mstep: Class 15 contains 10526 members 
Mstep: Class 16 contains 17095 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10452 members 
Mstep: Class 21 contains 14491 members 
Mstep: Class 22 contains 10060 members 
Mstep: Class 23 contains 26174 members 
Mstep: Class 24 contains 14214 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5572 members 
Mstep: Class 30 contains 17958 members 
Mstep: Class 31 contains 16924 members 
Mstep: Class 32 contains 10445 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4653 members 
Mstep: Class 35 contains 12167 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 19920 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8919 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16914 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7478 members 
Mstep: Class 45 contains 5366 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6033 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16153 members 
Mstep: Class 50 contains 14460 members 
Mstep: Class 51 contains 4479 members 
Mstep: Class 52 contains 3440 members 
Mstep: Class 53 contains 16648 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770064.000000 Penalty: 179211.343750
Iteration 262Q: 55 clusters Score -6.477006e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58330 members 
Mstep: Class 5 contains 21600 members 
Mstep: Class 6 contains 7706 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6391 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90173 members 
Mstep: Class 11 contains 8777 members 
Mstep: Class 12 contains 31276 members 
Mstep: Class 13 contains 6474 members 
Mstep: Class 14 contains 4619 members 
Mstep: Class 15 contains 10529 members 
Mstep: Class 16 contains 17098 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10449 members 
Mstep: Class 21 contains 14489 members 
Mstep: Class 22 contains 10062 members 
Mstep: Class 23 contains 26185 members 
Mstep: Class 24 contains 14202 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5572 members 
Mstep: Class 30 contains 17957 members 
Mstep: Class 31 contains 16923 members 
Mstep: Class 32 contains 10445 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4653 members 
Mstep: Class 35 contains 12167 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 19920 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8919 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16912 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7478 members 
Mstep: Class 45 contains 5366 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6034 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16153 members 
Mstep: Class 50 contains 14460 members 
Mstep: Class 51 contains 4479 members 
Mstep: Class 52 contains 3439 members 
Mstep: Class 53 contains 16648 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770092.000000 Penalty: 179211.343750
Iteration 263Q: 55 clusters Score -6.477009e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58325 members 
Mstep: Class 5 contains 21600 members 
Mstep: Class 6 contains 7707 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6387 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90173 members 
Mstep: Class 11 contains 8793 members 
Mstep: Class 12 contains 31276 members 
Mstep: Class 13 contains 6472 members 
Mstep: Class 14 contains 4619 members 
Mstep: Class 15 contains 10530 members 
Mstep: Class 16 contains 17101 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10446 members 
Mstep: Class 21 contains 14486 members 
Mstep: Class 22 contains 10065 members 
Mstep: Class 23 contains 26189 members 
Mstep: Class 24 contains 14192 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5572 members 
Mstep: Class 30 contains 17959 members 
Mstep: Class 31 contains 16922 members 
Mstep: Class 32 contains 10446 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12167 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 19920 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8917 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16911 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7477 members 
Mstep: Class 45 contains 5366 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6036 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16153 members 
Mstep: Class 50 contains 14460 members 
Mstep: Class 51 contains 4479 members 
Mstep: Class 52 contains 3439 members 
Mstep: Class 53 contains 16648 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770036.000000 Penalty: 179211.343750
Iteration 264Q: 55 clusters Score -6.477004e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58325 members 
Mstep: Class 5 contains 21600 members 
Mstep: Class 6 contains 7707 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6385 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90173 members 
Mstep: Class 11 contains 8811 members 
Mstep: Class 12 contains 31276 members 
Mstep: Class 13 contains 6469 members 
Mstep: Class 14 contains 4619 members 
Mstep: Class 15 contains 10530 members 
Mstep: Class 16 contains 17106 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10444 members 
Mstep: Class 21 contains 14482 members 
Mstep: Class 22 contains 10068 members 
Mstep: Class 23 contains 26188 members 
Mstep: Class 24 contains 14183 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5572 members 
Mstep: Class 30 contains 17961 members 
Mstep: Class 31 contains 16920 members 
Mstep: Class 32 contains 10447 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12167 members 
Mstep: Class 36 contains 27673 members 
Mstep: Class 37 contains 19920 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8915 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16908 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7477 members 
Mstep: Class 45 contains 5366 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6037 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16153 members 
Mstep: Class 50 contains 14460 members 
Mstep: Class 51 contains 4479 members 
Mstep: Class 52 contains 3438 members 
Mstep: Class 53 contains 16649 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770144.000000 Penalty: 179211.343750
Iteration 265Q: 55 clusters Score -6.477014e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58323 members 
Mstep: Class 5 contains 21600 members 
Mstep: Class 6 contains 7708 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6382 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90173 members 
Mstep: Class 11 contains 8837 members 
Mstep: Class 12 contains 31276 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 14 contains 4619 members 
Mstep: Class 15 contains 10532 members 
Mstep: Class 16 contains 17107 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10441 members 
Mstep: Class 21 contains 14477 members 
Mstep: Class 22 contains 10068 members 
Mstep: Class 23 contains 26191 members 
Mstep: Class 24 contains 14164 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5572 members 
Mstep: Class 30 contains 17963 members 
Mstep: Class 31 contains 16919 members 
Mstep: Class 32 contains 10447 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12166 members 
Mstep: Class 36 contains 27673 members 
Mstep: Class 37 contains 19920 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8915 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16905 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7477 members 
Mstep: Class 45 contains 5366 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6038 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16153 members 
Mstep: Class 50 contains 14461 members 
Mstep: Class 51 contains 4480 members 
Mstep: Class 52 contains 3437 members 
Mstep: Class 53 contains 16650 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770124.000000 Penalty: 179211.343750
Iteration 266Q: 55 clusters Score -6.477012e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58318 members 
Mstep: Class 5 contains 21600 members 
Mstep: Class 6 contains 7708 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6381 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90173 members 
Mstep: Class 11 contains 8858 members 
Mstep: Class 12 contains 31276 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 14 contains 4619 members 
Mstep: Class 15 contains 10534 members 
Mstep: Class 16 contains 17105 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10442 members 
Mstep: Class 21 contains 14475 members 
Mstep: Class 22 contains 10068 members 
Mstep: Class 23 contains 26202 members 
Mstep: Class 24 contains 14141 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5572 members 
Mstep: Class 30 contains 17963 members 
Mstep: Class 31 contains 16919 members 
Mstep: Class 32 contains 10447 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12166 members 
Mstep: Class 36 contains 27673 members 
Mstep: Class 37 contains 19920 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8912 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16903 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7477 members 
Mstep: Class 45 contains 5366 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16153 members 
Mstep: Class 50 contains 14461 members 
Mstep: Class 51 contains 4481 members 
Mstep: Class 52 contains 3437 members 
Mstep: Class 53 contains 16651 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770156.000000 Penalty: 179211.343750
Iteration 267Q: 55 clusters Score -6.477016e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58317 members 
Mstep: Class 5 contains 21600 members 
Mstep: Class 6 contains 7709 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6383 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90173 members 
Mstep: Class 11 contains 8879 members 
Mstep: Class 12 contains 31276 members 
Mstep: Class 13 contains 6469 members 
Mstep: Class 14 contains 4619 members 
Mstep: Class 15 contains 10532 members 
Mstep: Class 16 contains 17096 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10442 members 
Mstep: Class 21 contains 14472 members 
Mstep: Class 22 contains 10069 members 
Mstep: Class 23 contains 26220 members 
Mstep: Class 24 contains 14109 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5572 members 
Mstep: Class 30 contains 17968 members 
Mstep: Class 31 contains 16918 members 
Mstep: Class 32 contains 10447 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12166 members 
Mstep: Class 36 contains 27673 members 
Mstep: Class 37 contains 19920 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8912 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16901 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7477 members 
Mstep: Class 45 contains 5366 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16153 members 
Mstep: Class 50 contains 14461 members 
Mstep: Class 51 contains 4482 members 
Mstep: Class 52 contains 3437 members 
Mstep: Class 53 contains 16651 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770228.000000 Penalty: 179211.343750
Iteration 268Q: 55 clusters Score -6.477023e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58315 members 
Mstep: Class 5 contains 21600 members 
Mstep: Class 6 contains 7709 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6390 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90173 members 
Mstep: Class 11 contains 8903 members 
Mstep: Class 12 contains 31276 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 14 contains 4619 members 
Mstep: Class 15 contains 10534 members 
Mstep: Class 16 contains 17096 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10442 members 
Mstep: Class 21 contains 14469 members 
Mstep: Class 22 contains 10069 members 
Mstep: Class 23 contains 26228 members 
Mstep: Class 24 contains 14074 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5572 members 
Mstep: Class 30 contains 17966 members 
Mstep: Class 31 contains 16917 members 
Mstep: Class 32 contains 10448 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12166 members 
Mstep: Class 36 contains 27673 members 
Mstep: Class 37 contains 19921 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8911 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16901 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7477 members 
Mstep: Class 45 contains 5366 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16153 members 
Mstep: Class 50 contains 14461 members 
Mstep: Class 51 contains 4483 members 
Mstep: Class 52 contains 3437 members 
Mstep: Class 53 contains 16652 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770168.000000 Penalty: 179211.343750
Iteration 269Q: 55 clusters Score -6.477017e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58317 members 
Mstep: Class 5 contains 21600 members 
Mstep: Class 6 contains 7709 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6396 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90174 members 
Mstep: Class 11 contains 8919 members 
Mstep: Class 12 contains 31276 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 14 contains 4619 members 
Mstep: Class 15 contains 10536 members 
Mstep: Class 16 contains 17088 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10442 members 
Mstep: Class 21 contains 14468 members 
Mstep: Class 22 contains 10069 members 
Mstep: Class 23 contains 26238 members 
Mstep: Class 24 contains 14051 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5573 members 
Mstep: Class 30 contains 17964 members 
Mstep: Class 31 contains 16914 members 
Mstep: Class 32 contains 10448 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12166 members 
Mstep: Class 36 contains 27673 members 
Mstep: Class 37 contains 19922 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8910 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16899 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7477 members 
Mstep: Class 45 contains 5366 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16153 members 
Mstep: Class 50 contains 14461 members 
Mstep: Class 51 contains 4483 members 
Mstep: Class 52 contains 3437 members 
Mstep: Class 53 contains 16653 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770136.000000 Penalty: 179211.343750
Iteration 270Q: 55 clusters Score -6.477014e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58315 members 
Mstep: Class 5 contains 21601 members 
Mstep: Class 6 contains 7710 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6394 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90174 members 
Mstep: Class 11 contains 8933 members 
Mstep: Class 12 contains 31276 members 
Mstep: Class 13 contains 6469 members 
Mstep: Class 14 contains 4620 members 
Mstep: Class 15 contains 10536 members 
Mstep: Class 16 contains 17080 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10442 members 
Mstep: Class 21 contains 14468 members 
Mstep: Class 22 contains 10069 members 
Mstep: Class 23 contains 26245 members 
Mstep: Class 24 contains 14040 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5574 members 
Mstep: Class 30 contains 17965 members 
Mstep: Class 31 contains 16911 members 
Mstep: Class 32 contains 10447 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12166 members 
Mstep: Class 36 contains 27673 members 
Mstep: Class 37 contains 19926 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8909 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16898 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7476 members 
Mstep: Class 45 contains 5366 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16154 members 
Mstep: Class 50 contains 14461 members 
Mstep: Class 51 contains 4483 members 
Mstep: Class 52 contains 3436 members 
Mstep: Class 53 contains 16652 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770188.000000 Penalty: 179211.343750
Iteration 271Q: 55 clusters Score -6.477019e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58314 members 
Mstep: Class 5 contains 21602 members 
Mstep: Class 6 contains 7710 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6405 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90174 members 
Mstep: Class 11 contains 8956 members 
Mstep: Class 12 contains 31276 members 
Mstep: Class 13 contains 6470 members 
Mstep: Class 14 contains 4620 members 
Mstep: Class 15 contains 10537 members 
Mstep: Class 16 contains 17067 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10442 members 
Mstep: Class 21 contains 14467 members 
Mstep: Class 22 contains 10070 members 
Mstep: Class 23 contains 26258 members 
Mstep: Class 24 contains 14007 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5573 members 
Mstep: Class 30 contains 17965 members 
Mstep: Class 31 contains 16909 members 
Mstep: Class 32 contains 10447 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12166 members 
Mstep: Class 36 contains 27673 members 
Mstep: Class 37 contains 19929 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8908 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16896 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7475 members 
Mstep: Class 45 contains 5366 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16154 members 
Mstep: Class 50 contains 14461 members 
Mstep: Class 51 contains 4483 members 
Mstep: Class 52 contains 3436 members 
Mstep: Class 53 contains 16653 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770180.000000 Penalty: 179211.343750
Iteration 272Q: 55 clusters Score -6.477018e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58309 members 
Mstep: Class 5 contains 21601 members 
Mstep: Class 6 contains 7710 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6411 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90175 members 
Mstep: Class 11 contains 8974 members 
Mstep: Class 12 contains 31276 members 
Mstep: Class 13 contains 6470 members 
Mstep: Class 14 contains 4620 members 
Mstep: Class 15 contains 10536 members 
Mstep: Class 16 contains 17062 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10442 members 
Mstep: Class 21 contains 14467 members 
Mstep: Class 22 contains 10070 members 
Mstep: Class 23 contains 26280 members 
Mstep: Class 24 contains 13975 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5573 members 
Mstep: Class 30 contains 17966 members 
Mstep: Class 31 contains 16908 members 
Mstep: Class 32 contains 10448 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12166 members 
Mstep: Class 36 contains 27673 members 
Mstep: Class 37 contains 19931 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8907 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16893 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7474 members 
Mstep: Class 45 contains 5365 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16154 members 
Mstep: Class 50 contains 14461 members 
Mstep: Class 51 contains 4483 members 
Mstep: Class 52 contains 3436 members 
Mstep: Class 53 contains 16653 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770188.000000 Penalty: 179211.343750
Iteration 273Q: 55 clusters Score -6.477019e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58304 members 
Mstep: Class 5 contains 21601 members 
Mstep: Class 6 contains 7711 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6409 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90175 members 
Mstep: Class 11 contains 8994 members 
Mstep: Class 12 contains 31276 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 14 contains 4620 members 
Mstep: Class 15 contains 10537 members 
Mstep: Class 16 contains 17058 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10441 members 
Mstep: Class 21 contains 14467 members 
Mstep: Class 22 contains 10071 members 
Mstep: Class 23 contains 26285 members 
Mstep: Class 24 contains 13960 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5573 members 
Mstep: Class 30 contains 17969 members 
Mstep: Class 31 contains 16905 members 
Mstep: Class 32 contains 10447 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12166 members 
Mstep: Class 36 contains 27673 members 
Mstep: Class 37 contains 19936 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8908 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16889 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7474 members 
Mstep: Class 45 contains 5365 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16154 members 
Mstep: Class 50 contains 14461 members 
Mstep: Class 51 contains 4483 members 
Mstep: Class 52 contains 3436 members 
Mstep: Class 53 contains 16653 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770164.000000 Penalty: 179211.343750
Iteration 274Q: 55 clusters Score -6.477016e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58303 members 
Mstep: Class 5 contains 21601 members 
Mstep: Class 6 contains 7712 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6413 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90177 members 
Mstep: Class 11 contains 9010 members 
Mstep: Class 12 contains 31276 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10533 members 
Mstep: Class 16 contains 17053 members 
Mstep: Class 17 contains 4808 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10438 members 
Mstep: Class 21 contains 14466 members 
Mstep: Class 22 contains 10072 members 
Mstep: Class 23 contains 26297 members 
Mstep: Class 24 contains 13940 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5574 members 
Mstep: Class 30 contains 17970 members 
Mstep: Class 31 contains 16899 members 
Mstep: Class 32 contains 10446 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12166 members 
Mstep: Class 36 contains 27673 members 
Mstep: Class 37 contains 19938 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8909 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16890 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7473 members 
Mstep: Class 45 contains 5365 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14461 members 
Mstep: Class 51 contains 4483 members 
Mstep: Class 52 contains 3436 members 
Mstep: Class 53 contains 16653 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770088.000000 Penalty: 179211.343750
Iteration 275Q: 55 clusters Score -6.477009e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58301 members 
Mstep: Class 5 contains 21601 members 
Mstep: Class 6 contains 7712 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6419 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90178 members 
Mstep: Class 11 contains 9018 members 
Mstep: Class 12 contains 31277 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10532 members 
Mstep: Class 16 contains 17054 members 
Mstep: Class 17 contains 4811 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10434 members 
Mstep: Class 21 contains 14466 members 
Mstep: Class 22 contains 10073 members 
Mstep: Class 23 contains 26303 members 
Mstep: Class 24 contains 13927 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5575 members 
Mstep: Class 30 contains 17970 members 
Mstep: Class 31 contains 16894 members 
Mstep: Class 32 contains 10445 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12166 members 
Mstep: Class 36 contains 27673 members 
Mstep: Class 37 contains 19940 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8910 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16887 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7472 members 
Mstep: Class 45 contains 5365 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6038 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14461 members 
Mstep: Class 51 contains 4483 members 
Mstep: Class 52 contains 3436 members 
Mstep: Class 53 contains 16653 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770040.000000 Penalty: 179211.343750
Iteration 276Q: 55 clusters Score -6.477004e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58302 members 
Mstep: Class 5 contains 21601 members 
Mstep: Class 6 contains 7712 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6424 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90178 members 
Mstep: Class 11 contains 9024 members 
Mstep: Class 12 contains 31277 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10528 members 
Mstep: Class 16 contains 17045 members 
Mstep: Class 17 contains 4811 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10431 members 
Mstep: Class 21 contains 14466 members 
Mstep: Class 22 contains 10073 members 
Mstep: Class 23 contains 26320 members 
Mstep: Class 24 contains 13912 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5575 members 
Mstep: Class 30 contains 17971 members 
Mstep: Class 31 contains 16892 members 
Mstep: Class 32 contains 10446 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12166 members 
Mstep: Class 36 contains 27673 members 
Mstep: Class 37 contains 19943 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8912 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16884 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7471 members 
Mstep: Class 45 contains 5364 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6038 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14461 members 
Mstep: Class 51 contains 4483 members 
Mstep: Class 52 contains 3436 members 
Mstep: Class 53 contains 16653 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770140.000000 Penalty: 179211.343750
Iteration 277Q: 55 clusters Score -6.477014e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58302 members 
Mstep: Class 5 contains 21602 members 
Mstep: Class 6 contains 7712 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6427 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90178 members 
Mstep: Class 11 contains 9036 members 
Mstep: Class 12 contains 31277 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10523 members 
Mstep: Class 16 contains 17043 members 
Mstep: Class 17 contains 4812 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10427 members 
Mstep: Class 21 contains 14466 members 
Mstep: Class 22 contains 10074 members 
Mstep: Class 23 contains 26326 members 
Mstep: Class 24 contains 13898 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5576 members 
Mstep: Class 30 contains 17971 members 
Mstep: Class 31 contains 16891 members 
Mstep: Class 32 contains 10448 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12166 members 
Mstep: Class 36 contains 27673 members 
Mstep: Class 37 contains 19944 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8913 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16885 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7468 members 
Mstep: Class 45 contains 5364 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6038 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14461 members 
Mstep: Class 51 contains 4483 members 
Mstep: Class 52 contains 3436 members 
Mstep: Class 53 contains 16653 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770180.000000 Penalty: 179211.343750
Iteration 278Q: 55 clusters Score -6.477018e+07 nChanged 89
Entering ConstructFrom: 
Score: -64770180.000000 Penalty: 179211.343750
Entering ConstructFrom: 
Trying to split cluster 1 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -32254.941406 Penalty: 1433.624390
	Iteration 0F: 2 clusters Score -32254.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30915.435547 Penalty: 2867.248779
	Iteration 0F: 3 clusters Score -30915.44 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31032.154297 Penalty: 2867.248779
	Iteration 1F: 3 clusters Score -31032.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31084.490234 Penalty: 2867.248779
	Iteration 2Q: 3 clusters Score -31084.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31109.835938 Penalty: 2867.248779
	Iteration 3Q: 3 clusters Score -31109.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31129.761719 Penalty: 2867.248779
	Iteration 4Q: 3 clusters Score -31129.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31132.080078 Penalty: 2867.248779
	Iteration 5Q: 3 clusters Score -31132.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31133.677734 Penalty: 2867.248779
	Iteration 6Q: 3 clusters Score -31133.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31138.074219 Penalty: 2867.248779
	Iteration 7Q: 3 clusters Score -31138.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31141.162109 Penalty: 2867.248779
	Iteration 8Q: 3 clusters Score -31141.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31141.162109 Penalty: 2867.248779
	Iteration 9F: 3 clusters Score -31141.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -108658.406250 Penalty: 1709.375122
	Iteration 0F: 2 clusters Score -108658.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -106719.687500 Penalty: 3418.750244
	Iteration 0F: 3 clusters Score -106719.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -107012.179688 Penalty: 3418.750244
	Iteration 1F: 3 clusters Score -107012.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -107095.968750 Penalty: 3418.750244
	Iteration 2F: 3 clusters Score -107096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -107135.632812 Penalty: 3418.750244
	Iteration 3Q: 3 clusters Score -107135.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -107170.148438 Penalty: 3418.750244
	Iteration 4Q: 3 clusters Score -107170.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -107195.492188 Penalty: 3418.750244
	Iteration 5Q: 3 clusters Score -107195.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -107212.304688 Penalty: 3418.750244
	Iteration 6Q: 3 clusters Score -107212.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -107221.054688 Penalty: 3418.750244
	Iteration 7Q: 3 clusters Score -107221.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -107223.750000 Penalty: 3418.750244
	Iteration 8Q: 3 clusters Score -107223.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -107226.460938 Penalty: 3418.750244
	Iteration 9Q: 3 clusters Score -107226.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -107229.781250 Penalty: 3418.750244
	Iteration 10Q: 3 clusters Score -107229.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -107230.351562 Penalty: 3418.750244
	Iteration 11Q: 3 clusters Score -107230.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -107230.835938 Penalty: 3418.750244
	Iteration 12Q: 3 clusters Score -107230.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -107230.835938 Penalty: 3418.750244
	Iteration 13F: 3 clusters Score -107230.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -43997.398438 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -43997.4 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 255 members 
Entering Unmasked Estep 
Score: -42493.050781 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -42493.05 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -42722.714844 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -42722.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -42831.906250 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -42831.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -42869.683594 Penalty: 3077.460693
	Iteration 3Q: 3 clusters Score -42869.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -42889.882812 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -42889.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -42904.550781 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -42904.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -42924.164062 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -42924.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -42952.941406 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -42952.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -42965.800781 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -42965.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -42982.980469 Penalty: 3077.460693
	Iteration 9Q: 3 clusters Score -42982.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42996.472656 Penalty: 3077.460693
	Iteration 10Q: 3 clusters Score -42996.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43015.828125 Penalty: 3077.460693
	Iteration 11Q: 3 clusters Score -43015.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43033.054688 Penalty: 3077.460693
	Iteration 12Q: 3 clusters Score -43033.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43051.734375 Penalty: 3077.460693
	Iteration 13Q: 3 clusters Score -43051.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -43072.699219 Penalty: 3077.460693
	Iteration 14Q: 3 clusters Score -43072.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43101.480469 Penalty: 3077.460693
	Iteration 15Q: 3 clusters Score -43101.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43128.843750 Penalty: 3077.460693
	Iteration 16Q: 3 clusters Score -43128.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43144.480469 Penalty: 3077.460693
	Iteration 17Q: 3 clusters Score -43144.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43176.042969 Penalty: 3077.460693
	Iteration 18Q: 3 clusters Score -43176.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43227.308594 Penalty: 3077.460693
	Iteration 19Q: 3 clusters Score -43227.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43324.398438 Penalty: 3077.460693
	Iteration 20F: 3 clusters Score -43324.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -43519.050781 Penalty: 3077.460693
	Iteration 21Q: 3 clusters Score -43519.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43623.097656 Penalty: 3077.460693
	Iteration 22Q: 3 clusters Score -43623.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43650.382812 Penalty: 3077.460693
	Iteration 23Q: 3 clusters Score -43650.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43658.019531 Penalty: 3077.460693
	Iteration 24Q: 3 clusters Score -43658.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43662.679688 Penalty: 3077.460693
	Iteration 25Q: 3 clusters Score -43662.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43667.210938 Penalty: 3077.460693
	Iteration 26Q: 3 clusters Score -43667.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43667.210938 Penalty: 3077.460693
	Iteration 27F: 3 clusters Score -43667.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (58300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58300 members 
Entering Unmasked Estep 
Score: -5794341.000000 Penalty: 2721.392578
	Iteration 0F: 2 clusters Score -5794341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -5755141.500000 Penalty: 5442.785156
	Iteration 0F: 3 clusters Score -5755142 nChanged 27084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -5771135.500000 Penalty: 5442.785156
	Iteration 1F: 3 clusters Score -5771136 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -5772594.500000 Penalty: 5442.785156
	Iteration 2F: 3 clusters Score -5772594 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -5774390.000000 Penalty: 5442.785156
	Iteration 3F: 3 clusters Score -5774390 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -5776608.500000 Penalty: 5442.785156
	Iteration 4F: 3 clusters Score -5776608 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -5779142.500000 Penalty: 5442.785156
	Iteration 5F: 3 clusters Score -5779142 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 42666 members 
Entering Unmasked Estep 
Score: -5781660.000000 Penalty: 5442.785156
	Iteration 6F: 3 clusters Score -5781660 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -5784096.000000 Penalty: 5442.785156
	Iteration 7F: 3 clusters Score -5784096 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 48733 members 
Entering Unmasked Estep 
Score: -5786346.500000 Penalty: 5442.785156
	Iteration 8F: 3 clusters Score -5786346 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 51210 members 
Entering Unmasked Estep 
Score: -5788267.000000 Penalty: 5442.785156
	Iteration 9Q: 3 clusters Score -5788267 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 53159 members 
Entering Unmasked Estep 
Score: -5789866.000000 Penalty: 5442.785156
	Iteration 10Q: 3 clusters Score -5789866 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 54509 members 
Entering Unmasked Estep 
Score: -5791215.500000 Penalty: 5442.785156
	Iteration 11Q: 3 clusters Score -5791216 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 55265 members 
Entering Unmasked Estep 
Score: -5792153.500000 Penalty: 5442.785156
	Iteration 12Q: 3 clusters Score -5792154 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 55607 members 
Entering Unmasked Estep 
Score: -5792658.500000 Penalty: 5442.785156
	Iteration 13Q: 3 clusters Score -5792658 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 55775 members 
Entering Unmasked Estep 
Score: -5792860.000000 Penalty: 5442.785156
	Iteration 14Q: 3 clusters Score -5792860 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 55878 members 
Entering Unmasked Estep 
Score: -5792953.500000 Penalty: 5442.785156
	Iteration 15Q: 3 clusters Score -5792954 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 55958 members 
Entering Unmasked Estep 
Score: -5793027.500000 Penalty: 5442.785156
	Iteration 16Q: 3 clusters Score -5793028 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 56018 members 
Entering Unmasked Estep 
Score: -5793063.000000 Penalty: 5442.785156
	Iteration 17Q: 3 clusters Score -5793063 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 56063 members 
Entering Unmasked Estep 
Score: -5793081.500000 Penalty: 5442.785156
	Iteration 18Q: 3 clusters Score -5793082 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 56091 members 
Entering Unmasked Estep 
Score: -5793095.000000 Penalty: 5442.785156
	Iteration 19Q: 3 clusters Score -5793095 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 56111 members 
Entering Unmasked Estep 
Score: -5793106.500000 Penalty: 5442.785156
	Iteration 20F: 3 clusters Score -5793106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 56127 members 
Entering Unmasked Estep 
Score: -5793117.500000 Penalty: 5442.785156
	Iteration 21Q: 3 clusters Score -5793118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -5793135.500000 Penalty: 5442.785156
	Iteration 22Q: 3 clusters Score -5793136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 56155 members 
Entering Unmasked Estep 
Score: -5793140.000000 Penalty: 5442.785156
	Iteration 23Q: 3 clusters Score -5793140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 56162 members 
Entering Unmasked Estep 
Score: -5793137.000000 Penalty: 5442.785156
	Iteration 24Q: 3 clusters Score -5793137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 56165 members 
Entering Unmasked Estep 
Score: -5793138.000000 Penalty: 5442.785156
	Iteration 25Q: 3 clusters Score -5793138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 56164 members 
Entering Unmasked Estep 
Score: -5793145.000000 Penalty: 5442.785156
	Iteration 26Q: 3 clusters Score -5793145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 56163 members 
Entering Unmasked Estep 
Score: -5793142.000000 Penalty: 5442.785156
	Iteration 27Q: 3 clusters Score -5793142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 56164 members 
Entering Unmasked Estep 
Score: -5793146.500000 Penalty: 5442.785156
	Iteration 28Q: 3 clusters Score -5793146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 56164 members 
Entering Unmasked Estep 
Score: -5793146.500000 Penalty: 5442.785156
	Iteration 29F: 3 clusters Score -5793146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Entering Unmasked Estep 
Score: -2367036.000000 Penalty: 2475.174316
	Iteration 0F: 2 clusters Score -2367036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2351770.500000 Penalty: 4950.348633
	Iteration 0F: 3 clusters Score -2351770 nChanged 9679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2356975.500000 Penalty: 4950.348633
	Iteration 1F: 3 clusters Score -2356976 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2357373.000000 Penalty: 4950.348633
	Iteration 2F: 3 clusters Score -2357373 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -2357715.750000 Penalty: 4950.348633
	Iteration 3Q: 3 clusters Score -2357716 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2358051.000000 Penalty: 4950.348633
	Iteration 4Q: 3 clusters Score -2358051 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2358387.500000 Penalty: 4950.348633
	Iteration 5Q: 3 clusters Score -2358388 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2358774.750000 Penalty: 4950.348633
	Iteration 6Q: 3 clusters Score -2358775 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2359193.500000 Penalty: 4950.348633
	Iteration 7Q: 3 clusters Score -2359194 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -2359647.750000 Penalty: 4950.348633
	Iteration 8Q: 3 clusters Score -2359648 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2360151.250000 Penalty: 4950.348633
	Iteration 9Q: 3 clusters Score -2360151 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2360608.250000 Penalty: 4950.348633
	Iteration 10Q: 3 clusters Score -2360608 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2361002.500000 Penalty: 4950.348633
	Iteration 11Q: 3 clusters Score -2361002 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2361361.000000 Penalty: 4950.348633
	Iteration 12Q: 3 clusters Score -2361361 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2361654.000000 Penalty: 4950.348633
	Iteration 13Q: 3 clusters Score -2361654 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -2361921.750000 Penalty: 4950.348633
	Iteration 14Q: 3 clusters Score -2361922 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2362177.000000 Penalty: 4950.348633
	Iteration 15Q: 3 clusters Score -2362177 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -2362440.250000 Penalty: 4950.348633
	Iteration 16Q: 3 clusters Score -2362440 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -2362677.250000 Penalty: 4950.348633
	Iteration 17Q: 3 clusters Score -2362677 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2362946.750000 Penalty: 4950.348633
	Iteration 18Q: 3 clusters Score -2362947 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -2363220.500000 Penalty: 4950.348633
	Iteration 19Q: 3 clusters Score -2363220 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -2363486.500000 Penalty: 4950.348633
	Iteration 20F: 3 clusters Score -2363486 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -2363713.750000 Penalty: 4950.348633
	Iteration 21Q: 3 clusters Score -2363714 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2363945.250000 Penalty: 4950.348633
	Iteration 22Q: 3 clusters Score -2363945 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2364180.250000 Penalty: 4950.348633
	Iteration 23Q: 3 clusters Score -2364180 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -2364339.500000 Penalty: 4950.348633
	Iteration 24Q: 3 clusters Score -2364340 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2364472.000000 Penalty: 4950.348633
	Iteration 25Q: 3 clusters Score -2364472 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -2364567.000000 Penalty: 4950.348633
	Iteration 26Q: 3 clusters Score -2364567 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -2364642.500000 Penalty: 4950.348633
	Iteration 27Q: 3 clusters Score -2364642 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -2364682.500000 Penalty: 4950.348633
	Iteration 28Q: 3 clusters Score -2364682 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -2364725.250000 Penalty: 4950.348633
	Iteration 29Q: 3 clusters Score -2364725 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2364758.750000 Penalty: 4950.348633
	Iteration 30Q: 3 clusters Score -2364759 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -2364783.000000 Penalty: 4950.348633
	Iteration 31Q: 3 clusters Score -2364783 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -2364817.750000 Penalty: 4950.348633
	Iteration 32Q: 3 clusters Score -2364818 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2364826.500000 Penalty: 4950.348633
	Iteration 33Q: 3 clusters Score -2364826 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2364852.500000 Penalty: 4950.348633
	Iteration 34Q: 3 clusters Score -2364852 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -2364885.750000 Penalty: 4950.348633
	Iteration 35Q: 3 clusters Score -2364886 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2364914.000000 Penalty: 4950.348633
	Iteration 36Q: 3 clusters Score -2364914 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2364955.500000 Penalty: 4950.348633
	Iteration 37Q: 3 clusters Score -2364956 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2364984.500000 Penalty: 4950.348633
	Iteration 38Q: 3 clusters Score -2364984 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2365012.000000 Penalty: 4950.348633
	Iteration 39Q: 3 clusters Score -2365012 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2365047.500000 Penalty: 4950.348633
	Iteration 40F: 3 clusters Score -2365048 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2365080.750000 Penalty: 4950.348633
	Iteration 41Q: 3 clusters Score -2365081 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -2365130.750000 Penalty: 4950.348633
	Iteration 42Q: 3 clusters Score -2365131 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2365162.750000 Penalty: 4950.348633
	Iteration 43Q: 3 clusters Score -2365163 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2365188.000000 Penalty: 4950.348633
	Iteration 44Q: 3 clusters Score -2365188 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -2365219.000000 Penalty: 4950.348633
	Iteration 45Q: 3 clusters Score -2365219 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2365249.500000 Penalty: 4950.348633
	Iteration 46Q: 3 clusters Score -2365250 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2365271.500000 Penalty: 4950.348633
	Iteration 47Q: 3 clusters Score -2365272 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2365297.250000 Penalty: 4950.348633
	Iteration 48Q: 3 clusters Score -2365297 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2365336.000000 Penalty: 4950.348633
	Iteration 49Q: 3 clusters Score -2365336 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2365368.250000 Penalty: 4950.348633
	Iteration 50Q: 3 clusters Score -2365368 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2365389.500000 Penalty: 4950.348633
	Iteration 51Q: 3 clusters Score -2365390 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2365405.000000 Penalty: 4950.348633
	Iteration 52Q: 3 clusters Score -2365405 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2365422.500000 Penalty: 4950.348633
	Iteration 53Q: 3 clusters Score -2365422 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2365434.000000 Penalty: 4950.348633
	Iteration 54Q: 3 clusters Score -2365434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2365447.250000 Penalty: 4950.348633
	Iteration 55Q: 3 clusters Score -2365447 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2365461.750000 Penalty: 4950.348633
	Iteration 56Q: 3 clusters Score -2365462 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2365480.000000 Penalty: 4950.348633
	Iteration 57Q: 3 clusters Score -2365480 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2365489.250000 Penalty: 4950.348633
	Iteration 58Q: 3 clusters Score -2365489 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2365499.500000 Penalty: 4950.348633
	Iteration 59Q: 3 clusters Score -2365500 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2365511.000000 Penalty: 4950.348633
	Iteration 60F: 3 clusters Score -2365511 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2365512.250000 Penalty: 4950.348633
	Iteration 61Q: 3 clusters Score -2365512 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2365524.250000 Penalty: 4950.348633
	Iteration 62Q: 3 clusters Score -2365524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2365536.250000 Penalty: 4950.348633
	Iteration 63Q: 3 clusters Score -2365536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2365550.500000 Penalty: 4950.348633
	Iteration 64Q: 3 clusters Score -2365550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2365550.000000 Penalty: 4950.348633
	Iteration 65Q: 3 clusters Score -2365550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2365559.000000 Penalty: 4950.348633
	Iteration 66Q: 3 clusters Score -2365559 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2365565.000000 Penalty: 4950.348633
	Iteration 67Q: 3 clusters Score -2365565 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2365570.250000 Penalty: 4950.348633
	Iteration 68Q: 3 clusters Score -2365570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2365571.000000 Penalty: 4950.348633
	Iteration 69Q: 3 clusters Score -2365571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2365573.000000 Penalty: 4950.348633
	Iteration 70Q: 3 clusters Score -2365573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2365575.750000 Penalty: 4950.348633
	Iteration 71Q: 3 clusters Score -2365576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2365577.250000 Penalty: 4950.348633
	Iteration 72Q: 3 clusters Score -2365577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2365580.250000 Penalty: 4950.348633
	Iteration 73Q: 3 clusters Score -2365580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2365583.500000 Penalty: 4950.348633
	Iteration 74Q: 3 clusters Score -2365584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2365581.750000 Penalty: 4950.348633
	Iteration 75Q: 3 clusters Score -2365582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2365581.500000 Penalty: 4950.348633
	Iteration 76Q: 3 clusters Score -2365582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2365583.750000 Penalty: 4950.348633
	Iteration 77Q: 3 clusters Score -2365584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2365583.750000 Penalty: 4950.348633
	Iteration 78Q: 3 clusters Score -2365584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2365583.750000 Penalty: 4950.348633
	Iteration 79F: 3 clusters Score -2365584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -834293.937500 Penalty: 2219.732178
	Iteration 0F: 2 clusters Score -834293.9 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 3877 members 
Entering Unmasked Estep 
Score: -828048.062500 Penalty: 4439.464355
	Iteration 0F: 3 clusters Score -828048.1 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -829769.937500 Penalty: 4439.464355
	Iteration 1F: 3 clusters Score -829769.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -830138.312500 Penalty: 4439.464355
	Iteration 2F: 3 clusters Score -830138.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -830455.562500 Penalty: 4439.464355
	Iteration 3F: 3 clusters Score -830455.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -830721.625000 Penalty: 4439.464355
	Iteration 4F: 3 clusters Score -830721.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -830970.062500 Penalty: 4439.464355
	Iteration 5Q: 3 clusters Score -830970.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -831220.625000 Penalty: 4439.464355
	Iteration 6Q: 3 clusters Score -831220.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -831542.812500 Penalty: 4439.464355
	Iteration 7Q: 3 clusters Score -831542.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -831858.250000 Penalty: 4439.464355
	Iteration 8F: 3 clusters Score -831858.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -832134.812500 Penalty: 4439.464355
	Iteration 9Q: 3 clusters Score -832134.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -832350.750000 Penalty: 4439.464355
	Iteration 10Q: 3 clusters Score -832350.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -832508.312500 Penalty: 4439.464355
	Iteration 11Q: 3 clusters Score -832508.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -832606.250000 Penalty: 4439.464355
	Iteration 12Q: 3 clusters Score -832606.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -832682.312500 Penalty: 4439.464355
	Iteration 13Q: 3 clusters Score -832682.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -832735.125000 Penalty: 4439.464355
	Iteration 14Q: 3 clusters Score -832735.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -832773.875000 Penalty: 4439.464355
	Iteration 15Q: 3 clusters Score -832773.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -832808.187500 Penalty: 4439.464355
	Iteration 16Q: 3 clusters Score -832808.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -832829.000000 Penalty: 4439.464355
	Iteration 17Q: 3 clusters Score -832829 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -832849.312500 Penalty: 4439.464355
	Iteration 18Q: 3 clusters Score -832849.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -832865.937500 Penalty: 4439.464355
	Iteration 19Q: 3 clusters Score -832865.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -832873.125000 Penalty: 4439.464355
	Iteration 20F: 3 clusters Score -832873.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -832882.625000 Penalty: 4439.464355
	Iteration 21Q: 3 clusters Score -832882.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -832887.812500 Penalty: 4439.464355
	Iteration 22Q: 3 clusters Score -832887.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -832893.375000 Penalty: 4439.464355
	Iteration 23Q: 3 clusters Score -832893.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -832898.312500 Penalty: 4439.464355
	Iteration 24Q: 3 clusters Score -832898.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -832904.812500 Penalty: 4439.464355
	Iteration 25Q: 3 clusters Score -832904.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -832907.250000 Penalty: 4439.464355
	Iteration 26Q: 3 clusters Score -832907.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -832913.000000 Penalty: 4439.464355
	Iteration 27Q: 3 clusters Score -832913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -832915.312500 Penalty: 4439.464355
	Iteration 28Q: 3 clusters Score -832915.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -832917.187500 Penalty: 4439.464355
	Iteration 29Q: 3 clusters Score -832917.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -832920.312500 Penalty: 4439.464355
	Iteration 30Q: 3 clusters Score -832920.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -832922.375000 Penalty: 4439.464355
	Iteration 31Q: 3 clusters Score -832922.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -832925.250000 Penalty: 4439.464355
	Iteration 32Q: 3 clusters Score -832925.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -832927.687500 Penalty: 4439.464355
	Iteration 33Q: 3 clusters Score -832927.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -832929.312500 Penalty: 4439.464355
	Iteration 34Q: 3 clusters Score -832929.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -832929.750000 Penalty: 4439.464355
	Iteration 35Q: 3 clusters Score -832929.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -832932.312500 Penalty: 4439.464355
	Iteration 36Q: 3 clusters Score -832932.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -832934.062500 Penalty: 4439.464355
	Iteration 37Q: 3 clusters Score -832934.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -832930.937500 Penalty: 4439.464355
	Iteration 38Q: 3 clusters Score -832930.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -832932.937500 Penalty: 4439.464355
	Iteration 39Q: 3 clusters Score -832932.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -832933.125000 Penalty: 4439.464355
	Iteration 40F: 3 clusters Score -832933.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -832935.375000 Penalty: 4439.464355
	Iteration 41Q: 3 clusters Score -832935.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -832935.750000 Penalty: 4439.464355
	Iteration 42Q: 3 clusters Score -832935.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -832936.937500 Penalty: 4439.464355
	Iteration 43Q: 3 clusters Score -832936.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -832938.000000 Penalty: 4439.464355
	Iteration 44Q: 3 clusters Score -832938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -832938.625000 Penalty: 4439.464355
	Iteration 45Q: 3 clusters Score -832938.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -832938.687500 Penalty: 4439.464355
	Iteration 46Q: 3 clusters Score -832938.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -832938.312500 Penalty: 4439.464355
	Iteration 47Q: 3 clusters Score -832938.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -832938.937500 Penalty: 4439.464355
	Iteration 48Q: 3 clusters Score -832938.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -832940.125000 Penalty: 4439.464355
	Iteration 49Q: 3 clusters Score -832940.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -832939.812500 Penalty: 4439.464355
	Iteration 50Q: 3 clusters Score -832939.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -832940.500000 Penalty: 4439.464355
	Iteration 51Q: 3 clusters Score -832940.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -832940.500000 Penalty: 4439.464355
	Iteration 52Q: 3 clusters Score -832940.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -832941.000000 Penalty: 4439.464355
	Iteration 53Q: 3 clusters Score -832941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -832942.687500 Penalty: 4439.464355
	Iteration 54Q: 3 clusters Score -832942.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -832943.062500 Penalty: 4439.464355
	Iteration 55Q: 3 clusters Score -832943.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -832945.437500 Penalty: 4439.464355
	Iteration 56Q: 3 clusters Score -832945.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -832945.437500 Penalty: 4439.464355
	Iteration 57F: 3 clusters Score -832945.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Entering Unmasked Estep 
Score: -187423.734375 Penalty: 1867.558960
	Iteration 0F: 2 clusters Score -187423.7 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 971 members 
Entering Unmasked Estep 
Score: -184896.265625 Penalty: 3735.117920
	Iteration 0F: 3 clusters Score -184896.3 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -185340.734375 Penalty: 3735.117920
	Iteration 1F: 3 clusters Score -185340.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -185479.968750 Penalty: 3735.117920
	Iteration 2F: 3 clusters Score -185480 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -185563.140625 Penalty: 3735.117920
	Iteration 3Q: 3 clusters Score -185563.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -185628.015625 Penalty: 3735.117920
	Iteration 4Q: 3 clusters Score -185628 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -185689.875000 Penalty: 3735.117920
	Iteration 5Q: 3 clusters Score -185689.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -185737.578125 Penalty: 3735.117920
	Iteration 6Q: 3 clusters Score -185737.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -185785.875000 Penalty: 3735.117920
	Iteration 7Q: 3 clusters Score -185785.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -185831.421875 Penalty: 3735.117920
	Iteration 8Q: 3 clusters Score -185831.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -185867.031250 Penalty: 3735.117920
	Iteration 9Q: 3 clusters Score -185867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -185888.984375 Penalty: 3735.117920
	Iteration 10Q: 3 clusters Score -185889 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -185906.078125 Penalty: 3735.117920
	Iteration 11Q: 3 clusters Score -185906.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -185917.765625 Penalty: 3735.117920
	Iteration 12Q: 3 clusters Score -185917.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -185929.296875 Penalty: 3735.117920
	Iteration 13Q: 3 clusters Score -185929.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -185944.828125 Penalty: 3735.117920
	Iteration 14Q: 3 clusters Score -185944.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -185955.828125 Penalty: 3735.117920
	Iteration 15Q: 3 clusters Score -185955.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -185962.703125 Penalty: 3735.117920
	Iteration 16Q: 3 clusters Score -185962.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -185967.468750 Penalty: 3735.117920
	Iteration 17Q: 3 clusters Score -185967.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -185970.218750 Penalty: 3735.117920
	Iteration 18Q: 3 clusters Score -185970.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -185970.750000 Penalty: 3735.117920
	Iteration 19Q: 3 clusters Score -185970.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -185970.750000 Penalty: 3735.117920
	Iteration 20F: 3 clusters Score -185970.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Entering Unmasked Estep 
Score: -413114.031250 Penalty: 2174.876465
	Iteration 0F: 2 clusters Score -413114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -407789.218750 Penalty: 4349.752930
	Iteration 0F: 3 clusters Score -407789.2 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -409784.500000 Penalty: 4349.752930
	Iteration 1F: 3 clusters Score -409784.5 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -410594.031250 Penalty: 4349.752930
	Iteration 2F: 3 clusters Score -410594 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -411259.031250 Penalty: 4349.752930
	Iteration 3F: 3 clusters Score -411259 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -411750.093750 Penalty: 4349.752930
	Iteration 4F: 3 clusters Score -411750.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -412090.343750 Penalty: 4349.752930
	Iteration 5F: 3 clusters Score -412090.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -412283.062500 Penalty: 4349.752930
	Iteration 6Q: 3 clusters Score -412283.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -412402.562500 Penalty: 4349.752930
	Iteration 7Q: 3 clusters Score -412402.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -412464.875000 Penalty: 4349.752930
	Iteration 8Q: 3 clusters Score -412464.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -412531.093750 Penalty: 4349.752930
	Iteration 9Q: 3 clusters Score -412531.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -412587.875000 Penalty: 4349.752930
	Iteration 10Q: 3 clusters Score -412587.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -412623.625000 Penalty: 4349.752930
	Iteration 11Q: 3 clusters Score -412623.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -412648.531250 Penalty: 4349.752930
	Iteration 12Q: 3 clusters Score -412648.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -412663.718750 Penalty: 4349.752930
	Iteration 13Q: 3 clusters Score -412663.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -412672.468750 Penalty: 4349.752930
	Iteration 14Q: 3 clusters Score -412672.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -412681.000000 Penalty: 4349.752930
	Iteration 15Q: 3 clusters Score -412681 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -412687.937500 Penalty: 4349.752930
	Iteration 16Q: 3 clusters Score -412687.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -412691.093750 Penalty: 4349.752930
	Iteration 17Q: 3 clusters Score -412691.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -412694.875000 Penalty: 4349.752930
	Iteration 18Q: 3 clusters Score -412694.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -412695.562500 Penalty: 4349.752930
	Iteration 19Q: 3 clusters Score -412695.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -412699.718750 Penalty: 4349.752930
	Iteration 20F: 3 clusters Score -412699.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -412702.812500 Penalty: 4349.752930
	Iteration 21Q: 3 clusters Score -412702.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -412707.312500 Penalty: 4349.752930
	Iteration 22Q: 3 clusters Score -412707.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -412709.968750 Penalty: 4349.752930
	Iteration 23Q: 3 clusters Score -412710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -412712.593750 Penalty: 4349.752930
	Iteration 24Q: 3 clusters Score -412712.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -412713.156250 Penalty: 4349.752930
	Iteration 25Q: 3 clusters Score -412713.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -412713.281250 Penalty: 4349.752930
	Iteration 26Q: 3 clusters Score -412713.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -412715.000000 Penalty: 4349.752930
	Iteration 27Q: 3 clusters Score -412715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -412716.062500 Penalty: 4349.752930
	Iteration 28Q: 3 clusters Score -412716.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -412717.562500 Penalty: 4349.752930
	Iteration 29Q: 3 clusters Score -412717.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -412718.500000 Penalty: 4349.752930
	Iteration 30Q: 3 clusters Score -412718.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -412720.875000 Penalty: 4349.752930
	Iteration 31Q: 3 clusters Score -412720.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -412721.437500 Penalty: 4349.752930
	Iteration 32Q: 3 clusters Score -412721.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -412722.718750 Penalty: 4349.752930
	Iteration 33Q: 3 clusters Score -412722.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -412723.187500 Penalty: 4349.752930
	Iteration 34Q: 3 clusters Score -412723.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -412725.000000 Penalty: 4349.752930
	Iteration 35Q: 3 clusters Score -412725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -412726.187500 Penalty: 4349.752930
	Iteration 36Q: 3 clusters Score -412726.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -412729.843750 Penalty: 4349.752930
	Iteration 37Q: 3 clusters Score -412729.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -412732.156250 Penalty: 4349.752930
	Iteration 38Q: 3 clusters Score -412732.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -412734.281250 Penalty: 4349.752930
	Iteration 39Q: 3 clusters Score -412734.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -412737.312500 Penalty: 4349.752930
	Iteration 40F: 3 clusters Score -412737.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -412739.531250 Penalty: 4349.752930
	Iteration 41Q: 3 clusters Score -412739.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -412740.906250 Penalty: 4349.752930
	Iteration 42Q: 3 clusters Score -412740.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -412741.656250 Penalty: 4349.752930
	Iteration 43Q: 3 clusters Score -412741.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -412742.437500 Penalty: 4349.752930
	Iteration 44Q: 3 clusters Score -412742.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -412742.218750 Penalty: 4349.752930
	Iteration 45Q: 3 clusters Score -412742.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -412742.218750 Penalty: 4349.752930
	Iteration 46F: 3 clusters Score -412742.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -70694.570312 Penalty: 1630.272583
	Iteration 0F: 2 clusters Score -70694.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -68968.976562 Penalty: 3260.545166
	Iteration 0F: 3 clusters Score -68968.98 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69215.328125 Penalty: 3260.545166
	Iteration 1F: 3 clusters Score -69215.33 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -69297.476562 Penalty: 3260.545166
	Iteration 2F: 3 clusters Score -69297.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -69323.851562 Penalty: 3260.545166
	Iteration 3Q: 3 clusters Score -69323.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -69337.281250 Penalty: 3260.545166
	Iteration 4Q: 3 clusters Score -69337.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -69343.390625 Penalty: 3260.545166
	Iteration 5Q: 3 clusters Score -69343.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -69343.390625 Penalty: 3260.545166
	Iteration 6F: 3 clusters Score -69343.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (90178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90178 members 
Entering Unmasked Estep 
Score: -9834681.000000 Penalty: 2829.566162
	Iteration 0F: 2 clusters Score -9834681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 45072 members 
Entering Unmasked Estep 
Score: -9774165.000000 Penalty: 5659.132324
	Iteration 0F: 3 clusters Score -9774165 nChanged 42467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45335 members 
Mstep: Class 2 contains 44843 members 
Entering Unmasked Estep 
Score: -9798067.000000 Penalty: 5659.132324
	Iteration 1F: 3 clusters Score -9798067 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -9798830.000000 Penalty: 5659.132324
	Iteration 2Q: 3 clusters Score -9798830 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
Score: -9799537.000000 Penalty: 5659.132324
	Iteration 3Q: 3 clusters Score -9799537 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 44029 members 
Entering Unmasked Estep 
Score: -9800321.000000 Penalty: 5659.132324
	Iteration 4Q: 3 clusters Score -9800321 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -9801181.000000 Penalty: 5659.132324
	Iteration 5Q: 3 clusters Score -9801181 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
Score: -9802059.000000 Penalty: 5659.132324
	Iteration 6Q: 3 clusters Score -9802059 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -9803100.000000 Penalty: 5659.132324
	Iteration 7Q: 3 clusters Score -9803100 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50279 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -9804510.000000 Penalty: 5659.132324
	Iteration 8Q: 3 clusters Score -9804510 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52414 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -9806573.000000 Penalty: 5659.132324
	Iteration 9Q: 3 clusters Score -9806573 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54979 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -9809211.000000 Penalty: 5659.132324
	Iteration 10Q: 3 clusters Score -9809211 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57641 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -9812460.000000 Penalty: 5659.132324
	Iteration 11F: 3 clusters Score -9812460 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60093 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -9815529.000000 Penalty: 5659.132324
	Iteration 12F: 3 clusters Score -9815529 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62172 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -9817789.000000 Penalty: 5659.132324
	Iteration 13Q: 3 clusters Score -9817789 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63876 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -9818954.000000 Penalty: 5659.132324
	Iteration 14Q: 3 clusters Score -9818954 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65513 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -9819700.000000 Penalty: 5659.132324
	Iteration 15Q: 3 clusters Score -9819700 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67096 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -9820329.000000 Penalty: 5659.132324
	Iteration 16Q: 3 clusters Score -9820329 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68733 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -9820881.000000 Penalty: 5659.132324
	Iteration 17Q: 3 clusters Score -9820881 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70401 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -9821548.000000 Penalty: 5659.132324
	Iteration 18Q: 3 clusters Score -9821548 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72127 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -9822295.000000 Penalty: 5659.132324
	Iteration 19Q: 3 clusters Score -9822295 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73887 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -9823027.000000 Penalty: 5659.132324
	Iteration 20F: 3 clusters Score -9823027 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75625 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -9823778.000000 Penalty: 5659.132324
	Iteration 21Q: 3 clusters Score -9823778 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77421 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -9824568.000000 Penalty: 5659.132324
	Iteration 22Q: 3 clusters Score -9824568 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79109 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -9825433.000000 Penalty: 5659.132324
	Iteration 23Q: 3 clusters Score -9825433 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80768 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -9826301.000000 Penalty: 5659.132324
	Iteration 24Q: 3 clusters Score -9826301 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82414 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -9827329.000000 Penalty: 5659.132324
	Iteration 25Q: 3 clusters Score -9827329 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83962 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -9828268.000000 Penalty: 5659.132324
	Iteration 26Q: 3 clusters Score -9828268 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85395 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -9829223.000000 Penalty: 5659.132324
	Iteration 27Q: 3 clusters Score -9829223 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86584 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -9830057.000000 Penalty: 5659.132324
	Iteration 28Q: 3 clusters Score -9830057 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87533 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -9830763.000000 Penalty: 5659.132324
	Iteration 29Q: 3 clusters Score -9830763 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88201 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -9831280.000000 Penalty: 5659.132324
	Iteration 30Q: 3 clusters Score -9831280 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88659 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -9831650.000000 Penalty: 5659.132324
	Iteration 31Q: 3 clusters Score -9831650 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88951 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -9831860.000000 Penalty: 5659.132324
	Iteration 32Q: 3 clusters Score -9831860 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89142 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -9831999.000000 Penalty: 5659.132324
	Iteration 33Q: 3 clusters Score -9831999 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89266 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -9832074.000000 Penalty: 5659.132324
	Iteration 34Q: 3 clusters Score -9832074 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89349 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -9832155.000000 Penalty: 5659.132324
	Iteration 35Q: 3 clusters Score -9832155 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89406 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -9832192.000000 Penalty: 5659.132324
	Iteration 36Q: 3 clusters Score -9832192 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89447 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -9832214.000000 Penalty: 5659.132324
	Iteration 37Q: 3 clusters Score -9832214 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89472 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9832247.000000 Penalty: 5659.132324
	Iteration 38Q: 3 clusters Score -9832247 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89497 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -9832276.000000 Penalty: 5659.132324
	Iteration 39Q: 3 clusters Score -9832276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89506 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -9832281.000000 Penalty: 5659.132324
	Iteration 40F: 3 clusters Score -9832281 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89510 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -9832289.000000 Penalty: 5659.132324
	Iteration 41Q: 3 clusters Score -9832289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89519 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -9832307.000000 Penalty: 5659.132324
	Iteration 42Q: 3 clusters Score -9832307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89526 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -9832314.000000 Penalty: 5659.132324
	Iteration 43Q: 3 clusters Score -9832314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89527 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -9832317.000000 Penalty: 5659.132324
	Iteration 44Q: 3 clusters Score -9832317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89531 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -9832306.000000 Penalty: 5659.132324
	Iteration 45Q: 3 clusters Score -9832306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89533 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -9832308.000000 Penalty: 5659.132324
	Iteration 46Q: 3 clusters Score -9832308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89540 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9832316.000000 Penalty: 5659.132324
	Iteration 47Q: 3 clusters Score -9832316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89544 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -9832322.000000 Penalty: 5659.132324
	Iteration 48Q: 3 clusters Score -9832322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89548 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -9832329.000000 Penalty: 5659.132324
	Iteration 49Q: 3 clusters Score -9832329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89548 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -9832324.000000 Penalty: 5659.132324
	Iteration 50Q: 3 clusters Score -9832324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89547 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -9832329.000000 Penalty: 5659.132324
	Iteration 51Q: 3 clusters Score -9832329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89549 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -9832336.000000 Penalty: 5659.132324
	Iteration 52Q: 3 clusters Score -9832336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89551 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -9832339.000000 Penalty: 5659.132324
	Iteration 53Q: 3 clusters Score -9832339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89552 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -9832347.000000 Penalty: 5659.132324
	Iteration 54Q: 3 clusters Score -9832347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89554 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -9832356.000000 Penalty: 5659.132324
	Iteration 55Q: 3 clusters Score -9832356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89555 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -9832349.000000 Penalty: 5659.132324
	Iteration 56Q: 3 clusters Score -9832349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89555 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -9832349.000000 Penalty: 5659.132324
	Iteration 57F: 3 clusters Score -9832349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Entering Unmasked Estep 
Score: -693327.750000 Penalty: 2259.162109
	Iteration 0F: 2 clusters Score -693327.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -686334.375000 Penalty: 4518.324219
	Iteration 0F: 3 clusters Score -686334.4 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -688485.312500 Penalty: 4518.324219
	Iteration 1F: 3 clusters Score -688485.3 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -689009.250000 Penalty: 4518.324219
	Iteration 2F: 3 clusters Score -689009.2 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -689461.875000 Penalty: 4518.324219
	Iteration 3F: 3 clusters Score -689461.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -689798.187500 Penalty: 4518.324219
	Iteration 4F: 3 clusters Score -689798.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -690095.687500 Penalty: 4518.324219
	Iteration 5F: 3 clusters Score -690095.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -690379.000000 Penalty: 4518.324219
	Iteration 6Q: 3 clusters Score -690379 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -690691.562500 Penalty: 4518.324219
	Iteration 7Q: 3 clusters Score -690691.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -691062.375000 Penalty: 4518.324219
	Iteration 8Q: 3 clusters Score -691062.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -691416.437500 Penalty: 4518.324219
	Iteration 9Q: 3 clusters Score -691416.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -691696.312500 Penalty: 4518.324219
	Iteration 10Q: 3 clusters Score -691696.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -691927.750000 Penalty: 4518.324219
	Iteration 11Q: 3 clusters Score -691927.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -692150.562500 Penalty: 4518.324219
	Iteration 12Q: 3 clusters Score -692150.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -692320.750000 Penalty: 4518.324219
	Iteration 13Q: 3 clusters Score -692320.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -692474.562500 Penalty: 4518.324219
	Iteration 14Q: 3 clusters Score -692474.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -692626.187500 Penalty: 4518.324219
	Iteration 15Q: 3 clusters Score -692626.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -692732.937500 Penalty: 4518.324219
	Iteration 16Q: 3 clusters Score -692732.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -692785.500000 Penalty: 4518.324219
	Iteration 17Q: 3 clusters Score -692785.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -692824.000000 Penalty: 4518.324219
	Iteration 18Q: 3 clusters Score -692824 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -692865.187500 Penalty: 4518.324219
	Iteration 19Q: 3 clusters Score -692865.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -692898.375000 Penalty: 4518.324219
	Iteration 20F: 3 clusters Score -692898.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -692928.250000 Penalty: 4518.324219
	Iteration 21Q: 3 clusters Score -692928.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -692943.687500 Penalty: 4518.324219
	Iteration 22Q: 3 clusters Score -692943.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -692962.187500 Penalty: 4518.324219
	Iteration 23Q: 3 clusters Score -692962.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -692976.187500 Penalty: 4518.324219
	Iteration 24Q: 3 clusters Score -692976.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -692989.625000 Penalty: 4518.324219
	Iteration 25Q: 3 clusters Score -692989.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -692998.750000 Penalty: 4518.324219
	Iteration 26Q: 3 clusters Score -692998.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -693005.375000 Penalty: 4518.324219
	Iteration 27Q: 3 clusters Score -693005.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -693014.812500 Penalty: 4518.324219
	Iteration 28Q: 3 clusters Score -693014.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -693019.187500 Penalty: 4518.324219
	Iteration 29Q: 3 clusters Score -693019.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -693021.875000 Penalty: 4518.324219
	Iteration 30Q: 3 clusters Score -693021.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -693028.875000 Penalty: 4518.324219
	Iteration 31Q: 3 clusters Score -693028.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -693032.687500 Penalty: 4518.324219
	Iteration 32Q: 3 clusters Score -693032.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -693036.750000 Penalty: 4518.324219
	Iteration 33Q: 3 clusters Score -693036.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -693041.062500 Penalty: 4518.324219
	Iteration 34Q: 3 clusters Score -693041.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -693039.125000 Penalty: 4518.324219
	Iteration 35Q: 3 clusters Score -693039.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -693040.250000 Penalty: 4518.324219
	Iteration 36Q: 3 clusters Score -693040.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -693044.000000 Penalty: 4518.324219
	Iteration 37Q: 3 clusters Score -693044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -693042.375000 Penalty: 4518.324219
	Iteration 38Q: 3 clusters Score -693042.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -693042.437500 Penalty: 4518.324219
	Iteration 39Q: 3 clusters Score -693042.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -693042.437500 Penalty: 4518.324219
	Iteration 40F: 3 clusters Score -693042.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -693042.125000 Penalty: 4518.324219
	Iteration 41Q: 3 clusters Score -693042.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -693042.125000 Penalty: 4518.324219
	Iteration 42F: 3 clusters Score -693042.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Entering Unmasked Estep 
Score: -3384938.750000 Penalty: 2566.958252
	Iteration 0F: 2 clusters Score -3384939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -3363579.250000 Penalty: 5133.916504
	Iteration 0F: 3 clusters Score -3363579 nChanged 14176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -3371458.500000 Penalty: 5133.916504
	Iteration 1F: 3 clusters Score -3371458 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -3372155.250000 Penalty: 5133.916504
	Iteration 2F: 3 clusters Score -3372155 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -3372903.750000 Penalty: 5133.916504
	Iteration 3F: 3 clusters Score -3372904 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -3373758.500000 Penalty: 5133.916504
	Iteration 4F: 3 clusters Score -3373758 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -3374689.250000 Penalty: 5133.916504
	Iteration 5F: 3 clusters Score -3374689 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -3375839.250000 Penalty: 5133.916504
	Iteration 6F: 3 clusters Score -3375839 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -3377347.500000 Penalty: 5133.916504
	Iteration 7F: 3 clusters Score -3377348 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -3378953.250000 Penalty: 5133.916504
	Iteration 8F: 3 clusters Score -3378953 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -3380285.750000 Penalty: 5133.916504
	Iteration 9F: 3 clusters Score -3380286 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -3381251.500000 Penalty: 5133.916504
	Iteration 10Q: 3 clusters Score -3381252 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -3381825.000000 Penalty: 5133.916504
	Iteration 11Q: 3 clusters Score -3381825 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -3382221.750000 Penalty: 5133.916504
	Iteration 12Q: 3 clusters Score -3382222 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -3382453.500000 Penalty: 5133.916504
	Iteration 13Q: 3 clusters Score -3382454 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -3382601.250000 Penalty: 5133.916504
	Iteration 14Q: 3 clusters Score -3382601 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -3382698.000000 Penalty: 5133.916504
	Iteration 15Q: 3 clusters Score -3382698 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -3382797.750000 Penalty: 5133.916504
	Iteration 16Q: 3 clusters Score -3382798 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3382850.500000 Penalty: 5133.916504
	Iteration 17Q: 3 clusters Score -3382850 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -3382920.500000 Penalty: 5133.916504
	Iteration 18Q: 3 clusters Score -3382920 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3382966.250000 Penalty: 5133.916504
	Iteration 19Q: 3 clusters Score -3382966 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3382988.250000 Penalty: 5133.916504
	Iteration 20F: 3 clusters Score -3382988 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3383015.250000 Penalty: 5133.916504
	Iteration 21Q: 3 clusters Score -3383015 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3383039.250000 Penalty: 5133.916504
	Iteration 22Q: 3 clusters Score -3383039 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3383055.250000 Penalty: 5133.916504
	Iteration 23Q: 3 clusters Score -3383055 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3383087.000000 Penalty: 5133.916504
	Iteration 24Q: 3 clusters Score -3383087 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3383093.000000 Penalty: 5133.916504
	Iteration 25Q: 3 clusters Score -3383093 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3383115.250000 Penalty: 5133.916504
	Iteration 26Q: 3 clusters Score -3383115 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3383124.000000 Penalty: 5133.916504
	Iteration 27Q: 3 clusters Score -3383124 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3383135.500000 Penalty: 5133.916504
	Iteration 28Q: 3 clusters Score -3383136 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3383146.750000 Penalty: 5133.916504
	Iteration 29Q: 3 clusters Score -3383147 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3383157.750000 Penalty: 5133.916504
	Iteration 30Q: 3 clusters Score -3383158 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3383172.750000 Penalty: 5133.916504
	Iteration 31Q: 3 clusters Score -3383173 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3383179.250000 Penalty: 5133.916504
	Iteration 32Q: 3 clusters Score -3383179 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3383182.750000 Penalty: 5133.916504
	Iteration 33Q: 3 clusters Score -3383183 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3383191.000000 Penalty: 5133.916504
	Iteration 34Q: 3 clusters Score -3383191 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3383202.500000 Penalty: 5133.916504
	Iteration 35Q: 3 clusters Score -3383202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3383211.250000 Penalty: 5133.916504
	Iteration 36Q: 3 clusters Score -3383211 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3383216.750000 Penalty: 5133.916504
	Iteration 37Q: 3 clusters Score -3383217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3383223.250000 Penalty: 5133.916504
	Iteration 38Q: 3 clusters Score -3383223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3383223.750000 Penalty: 5133.916504
	Iteration 39Q: 3 clusters Score -3383224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3383228.750000 Penalty: 5133.916504
	Iteration 40F: 3 clusters Score -3383229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3383234.750000 Penalty: 5133.916504
	Iteration 41Q: 3 clusters Score -3383235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3383238.000000 Penalty: 5133.916504
	Iteration 42Q: 3 clusters Score -3383238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3383244.750000 Penalty: 5133.916504
	Iteration 43Q: 3 clusters Score -3383245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3383242.250000 Penalty: 5133.916504
	Iteration 44Q: 3 clusters Score -3383242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3383244.500000 Penalty: 5133.916504
	Iteration 45Q: 3 clusters Score -3383244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3383246.000000 Penalty: 5133.916504
	Iteration 46Q: 3 clusters Score -3383246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3383248.500000 Penalty: 5133.916504
	Iteration 47Q: 3 clusters Score -3383248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3383259.750000 Penalty: 5133.916504
	Iteration 48Q: 3 clusters Score -3383260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3383259.750000 Penalty: 5133.916504
	Iteration 49Q: 3 clusters Score -3383260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3383260.000000 Penalty: 5133.916504
	Iteration 50Q: 3 clusters Score -3383260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3383260.000000 Penalty: 5133.916504
	Iteration 51Q: 3 clusters Score -3383260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3383260.000000 Penalty: 5133.916504
	Iteration 52Q: 3 clusters Score -3383260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3383259.250000 Penalty: 5133.916504
	Iteration 53Q: 3 clusters Score -3383259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3383259.250000 Penalty: 5133.916504
	Iteration 54Q: 3 clusters Score -3383259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3383264.250000 Penalty: 5133.916504
	Iteration 55Q: 3 clusters Score -3383264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3383259.500000 Penalty: 5133.916504
	Iteration 56Q: 3 clusters Score -3383260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3383263.500000 Penalty: 5133.916504
	Iteration 57Q: 3 clusters Score -3383264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3383267.250000 Penalty: 5133.916504
	Iteration 58Q: 3 clusters Score -3383267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3383263.000000 Penalty: 5133.916504
	Iteration 59Q: 3 clusters Score -3383263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3383268.750000 Penalty: 5133.916504
	Iteration 60F: 3 clusters Score -3383269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3383266.500000 Penalty: 5133.916504
	Iteration 61Q: 3 clusters Score -3383266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3383270.750000 Penalty: 5133.916504
	Iteration 62Q: 3 clusters Score -3383271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3383271.000000 Penalty: 5133.916504
	Iteration 63Q: 3 clusters Score -3383271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3383271.000000 Penalty: 5133.916504
	Iteration 64Q: 3 clusters Score -3383271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3383271.000000 Penalty: 5133.916504
	Iteration 65F: 3 clusters Score -3383271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Entering Unmasked Estep 
Score: -623390.312500 Penalty: 2176.106201
	Iteration 0F: 2 clusters Score -623390.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -617919.812500 Penalty: 4352.212402
	Iteration 0F: 3 clusters Score -617919.8 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -619438.125000 Penalty: 4352.212402
	Iteration 1F: 3 clusters Score -619438.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -619750.937500 Penalty: 4352.212402
	Iteration 2F: 3 clusters Score -619750.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -620021.125000 Penalty: 4352.212402
	Iteration 3F: 3 clusters Score -620021.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -620248.687500 Penalty: 4352.212402
	Iteration 4F: 3 clusters Score -620248.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -620417.750000 Penalty: 4352.212402
	Iteration 5Q: 3 clusters Score -620417.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -620579.625000 Penalty: 4352.212402
	Iteration 6Q: 3 clusters Score -620579.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -620705.250000 Penalty: 4352.212402
	Iteration 7Q: 3 clusters Score -620705.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -620807.187500 Penalty: 4352.212402
	Iteration 8Q: 3 clusters Score -620807.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -620908.562500 Penalty: 4352.212402
	Iteration 9Q: 3 clusters Score -620908.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -621026.437500 Penalty: 4352.212402
	Iteration 10Q: 3 clusters Score -621026.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -621141.875000 Penalty: 4352.212402
	Iteration 11Q: 3 clusters Score -621141.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -621246.687500 Penalty: 4352.212402
	Iteration 12Q: 3 clusters Score -621246.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -621347.000000 Penalty: 4352.212402
	Iteration 13Q: 3 clusters Score -621347 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -621463.750000 Penalty: 4352.212402
	Iteration 14Q: 3 clusters Score -621463.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -621556.687500 Penalty: 4352.212402
	Iteration 15Q: 3 clusters Score -621556.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -621622.125000 Penalty: 4352.212402
	Iteration 16Q: 3 clusters Score -621622.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -621679.562500 Penalty: 4352.212402
	Iteration 17Q: 3 clusters Score -621679.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -621729.125000 Penalty: 4352.212402
	Iteration 18Q: 3 clusters Score -621729.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -621766.312500 Penalty: 4352.212402
	Iteration 19Q: 3 clusters Score -621766.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -621802.187500 Penalty: 4352.212402
	Iteration 20F: 3 clusters Score -621802.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -621830.750000 Penalty: 4352.212402
	Iteration 21Q: 3 clusters Score -621830.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -621860.812500 Penalty: 4352.212402
	Iteration 22Q: 3 clusters Score -621860.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -621899.625000 Penalty: 4352.212402
	Iteration 23Q: 3 clusters Score -621899.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -621923.750000 Penalty: 4352.212402
	Iteration 24Q: 3 clusters Score -621923.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -621942.937500 Penalty: 4352.212402
	Iteration 25Q: 3 clusters Score -621942.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -621966.687500 Penalty: 4352.212402
	Iteration 26Q: 3 clusters Score -621966.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -621990.687500 Penalty: 4352.212402
	Iteration 27Q: 3 clusters Score -621990.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -622003.062500 Penalty: 4352.212402
	Iteration 28Q: 3 clusters Score -622003.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -622014.812500 Penalty: 4352.212402
	Iteration 29Q: 3 clusters Score -622014.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -622024.500000 Penalty: 4352.212402
	Iteration 30Q: 3 clusters Score -622024.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -622033.125000 Penalty: 4352.212402
	Iteration 31Q: 3 clusters Score -622033.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -622035.625000 Penalty: 4352.212402
	Iteration 32Q: 3 clusters Score -622035.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -622040.062500 Penalty: 4352.212402
	Iteration 33Q: 3 clusters Score -622040.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -622044.437500 Penalty: 4352.212402
	Iteration 34Q: 3 clusters Score -622044.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -622045.875000 Penalty: 4352.212402
	Iteration 35Q: 3 clusters Score -622045.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -622046.875000 Penalty: 4352.212402
	Iteration 36Q: 3 clusters Score -622046.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -622049.125000 Penalty: 4352.212402
	Iteration 37Q: 3 clusters Score -622049.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -622049.437500 Penalty: 4352.212402
	Iteration 38Q: 3 clusters Score -622049.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -622048.875000 Penalty: 4352.212402
	Iteration 39Q: 3 clusters Score -622048.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -622049.312500 Penalty: 4352.212402
	Iteration 40F: 3 clusters Score -622049.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Entering Unmasked Estep 
Score: -467570.937500 Penalty: 2092.714844
	Iteration 0F: 2 clusters Score -467570.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -463333.156250 Penalty: 4185.429688
	Iteration 0F: 3 clusters Score -463333.2 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -464446.906250 Penalty: 4185.429688
	Iteration 1F: 3 clusters Score -464446.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -464805.937500 Penalty: 4185.429688
	Iteration 2F: 3 clusters Score -464805.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -465054.000000 Penalty: 4185.429688
	Iteration 3F: 3 clusters Score -465054 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -465251.031250 Penalty: 4185.429688
	Iteration 4F: 3 clusters Score -465251 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -465378.062500 Penalty: 4185.429688
	Iteration 5Q: 3 clusters Score -465378.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -465494.750000 Penalty: 4185.429688
	Iteration 6Q: 3 clusters Score -465494.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -465609.125000 Penalty: 4185.429688
	Iteration 7Q: 3 clusters Score -465609.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -465688.343750 Penalty: 4185.429688
	Iteration 8Q: 3 clusters Score -465688.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -465743.156250 Penalty: 4185.429688
	Iteration 9Q: 3 clusters Score -465743.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -465789.312500 Penalty: 4185.429688
	Iteration 10Q: 3 clusters Score -465789.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -465827.468750 Penalty: 4185.429688
	Iteration 11Q: 3 clusters Score -465827.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -465869.031250 Penalty: 4185.429688
	Iteration 12Q: 3 clusters Score -465869 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -465898.062500 Penalty: 4185.429688
	Iteration 13Q: 3 clusters Score -465898.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -465917.656250 Penalty: 4185.429688
	Iteration 14Q: 3 clusters Score -465917.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -465932.093750 Penalty: 4185.429688
	Iteration 15Q: 3 clusters Score -465932.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -465944.906250 Penalty: 4185.429688
	Iteration 16Q: 3 clusters Score -465944.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -465957.312500 Penalty: 4185.429688
	Iteration 17Q: 3 clusters Score -465957.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -465971.781250 Penalty: 4185.429688
	Iteration 18Q: 3 clusters Score -465971.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -465981.062500 Penalty: 4185.429688
	Iteration 19Q: 3 clusters Score -465981.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -465990.062500 Penalty: 4185.429688
	Iteration 20F: 3 clusters Score -465990.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -465998.218750 Penalty: 4185.429688
	Iteration 21Q: 3 clusters Score -465998.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -466004.718750 Penalty: 4185.429688
	Iteration 22Q: 3 clusters Score -466004.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -466008.593750 Penalty: 4185.429688
	Iteration 23Q: 3 clusters Score -466008.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -466013.562500 Penalty: 4185.429688
	Iteration 24Q: 3 clusters Score -466013.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -466015.218750 Penalty: 4185.429688
	Iteration 25Q: 3 clusters Score -466015.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -466017.312500 Penalty: 4185.429688
	Iteration 26Q: 3 clusters Score -466017.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -466019.312500 Penalty: 4185.429688
	Iteration 27Q: 3 clusters Score -466019.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -466021.062500 Penalty: 4185.429688
	Iteration 28Q: 3 clusters Score -466021.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -466024.187500 Penalty: 4185.429688
	Iteration 29Q: 3 clusters Score -466024.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -466025.781250 Penalty: 4185.429688
	Iteration 30Q: 3 clusters Score -466025.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -466026.718750 Penalty: 4185.429688
	Iteration 31Q: 3 clusters Score -466026.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -466028.843750 Penalty: 4185.429688
	Iteration 32Q: 3 clusters Score -466028.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -466031.562500 Penalty: 4185.429688
	Iteration 33Q: 3 clusters Score -466031.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -466032.656250 Penalty: 4185.429688
	Iteration 34Q: 3 clusters Score -466032.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -466034.625000 Penalty: 4185.429688
	Iteration 35Q: 3 clusters Score -466034.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -466036.812500 Penalty: 4185.429688
	Iteration 36Q: 3 clusters Score -466036.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -466037.250000 Penalty: 4185.429688
	Iteration 37Q: 3 clusters Score -466037.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -466039.000000 Penalty: 4185.429688
	Iteration 38Q: 3 clusters Score -466039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -466040.812500 Penalty: 4185.429688
	Iteration 39Q: 3 clusters Score -466040.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -466043.531250 Penalty: 4185.429688
	Iteration 40F: 3 clusters Score -466043.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -466044.843750 Penalty: 4185.429688
	Iteration 41Q: 3 clusters Score -466044.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -466047.625000 Penalty: 4185.429688
	Iteration 42Q: 3 clusters Score -466047.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -466051.406250 Penalty: 4185.429688
	Iteration 43Q: 3 clusters Score -466051.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -466053.468750 Penalty: 4185.429688
	Iteration 44Q: 3 clusters Score -466053.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -466059.125000 Penalty: 4185.429688
	Iteration 45Q: 3 clusters Score -466059.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -466062.968750 Penalty: 4185.429688
	Iteration 46Q: 3 clusters Score -466063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -466067.093750 Penalty: 4185.429688
	Iteration 47Q: 3 clusters Score -466067.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -466069.906250 Penalty: 4185.429688
	Iteration 48Q: 3 clusters Score -466069.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -466071.281250 Penalty: 4185.429688
	Iteration 49Q: 3 clusters Score -466071.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -466072.000000 Penalty: 4185.429688
	Iteration 50Q: 3 clusters Score -466072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -466072.812500 Penalty: 4185.429688
	Iteration 51Q: 3 clusters Score -466072.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -466072.812500 Penalty: 4185.429688
	Iteration 52F: 3 clusters Score -466072.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Entering Unmasked Estep 
Score: -972201.500000 Penalty: 2296.736084
	Iteration 0F: 2 clusters Score -972201.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -964198.687500 Penalty: 4593.472168
	Iteration 0F: 3 clusters Score -964198.7 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -966753.875000 Penalty: 4593.472168
	Iteration 1F: 3 clusters Score -966753.9 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -967255.250000 Penalty: 4593.472168
	Iteration 2F: 3 clusters Score -967255.2 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -967675.562500 Penalty: 4593.472168
	Iteration 3F: 3 clusters Score -967675.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -968051.187500 Penalty: 4593.472168
	Iteration 4F: 3 clusters Score -968051.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -968449.250000 Penalty: 4593.472168
	Iteration 5F: 3 clusters Score -968449.2 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -968825.625000 Penalty: 4593.472168
	Iteration 6F: 3 clusters Score -968825.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -969111.750000 Penalty: 4593.472168
	Iteration 7Q: 3 clusters Score -969111.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -969338.187500 Penalty: 4593.472168
	Iteration 8Q: 3 clusters Score -969338.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -969536.000000 Penalty: 4593.472168
	Iteration 9Q: 3 clusters Score -969536 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -969705.312500 Penalty: 4593.472168
	Iteration 10Q: 3 clusters Score -969705.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -969855.437500 Penalty: 4593.472168
	Iteration 11Q: 3 clusters Score -969855.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -969985.125000 Penalty: 4593.472168
	Iteration 12Q: 3 clusters Score -969985.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -970105.625000 Penalty: 4593.472168
	Iteration 13Q: 3 clusters Score -970105.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -970208.562500 Penalty: 4593.472168
	Iteration 14Q: 3 clusters Score -970208.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -970301.312500 Penalty: 4593.472168
	Iteration 15Q: 3 clusters Score -970301.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -970386.562500 Penalty: 4593.472168
	Iteration 16Q: 3 clusters Score -970386.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -970446.812500 Penalty: 4593.472168
	Iteration 17Q: 3 clusters Score -970446.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -970497.500000 Penalty: 4593.472168
	Iteration 18Q: 3 clusters Score -970497.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -970526.625000 Penalty: 4593.472168
	Iteration 19Q: 3 clusters Score -970526.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -970556.562500 Penalty: 4593.472168
	Iteration 20F: 3 clusters Score -970556.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -970578.812500 Penalty: 4593.472168
	Iteration 21Q: 3 clusters Score -970578.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -970597.125000 Penalty: 4593.472168
	Iteration 22Q: 3 clusters Score -970597.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -970609.562500 Penalty: 4593.472168
	Iteration 23Q: 3 clusters Score -970609.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -970618.187500 Penalty: 4593.472168
	Iteration 24Q: 3 clusters Score -970618.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -970627.875000 Penalty: 4593.472168
	Iteration 25Q: 3 clusters Score -970627.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -970640.125000 Penalty: 4593.472168
	Iteration 26Q: 3 clusters Score -970640.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -970653.812500 Penalty: 4593.472168
	Iteration 27Q: 3 clusters Score -970653.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -970655.125000 Penalty: 4593.472168
	Iteration 28Q: 3 clusters Score -970655.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -970658.937500 Penalty: 4593.472168
	Iteration 29Q: 3 clusters Score -970658.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -970663.125000 Penalty: 4593.472168
	Iteration 30Q: 3 clusters Score -970663.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -970665.500000 Penalty: 4593.472168
	Iteration 31Q: 3 clusters Score -970665.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -970667.562500 Penalty: 4593.472168
	Iteration 32Q: 3 clusters Score -970667.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -970671.250000 Penalty: 4593.472168
	Iteration 33Q: 3 clusters Score -970671.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -970675.562500 Penalty: 4593.472168
	Iteration 34Q: 3 clusters Score -970675.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -970678.625000 Penalty: 4593.472168
	Iteration 35Q: 3 clusters Score -970678.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -970679.687500 Penalty: 4593.472168
	Iteration 36Q: 3 clusters Score -970679.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -970679.812500 Penalty: 4593.472168
	Iteration 37Q: 3 clusters Score -970679.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -970679.625000 Penalty: 4593.472168
	Iteration 38Q: 3 clusters Score -970679.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -970683.875000 Penalty: 4593.472168
	Iteration 39Q: 3 clusters Score -970683.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -970685.312500 Penalty: 4593.472168
	Iteration 40F: 3 clusters Score -970685.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -970686.562500 Penalty: 4593.472168
	Iteration 41Q: 3 clusters Score -970686.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -970690.937500 Penalty: 4593.472168
	Iteration 42Q: 3 clusters Score -970690.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -970688.375000 Penalty: 4593.472168
	Iteration 43Q: 3 clusters Score -970688.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -970688.750000 Penalty: 4593.472168
	Iteration 44Q: 3 clusters Score -970688.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -970689.500000 Penalty: 4593.472168
	Iteration 45Q: 3 clusters Score -970689.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -970690.500000 Penalty: 4593.472168
	Iteration 46Q: 3 clusters Score -970690.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -970690.500000 Penalty: 4593.472168
	Iteration 47F: 3 clusters Score -970690.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Entering Unmasked Estep 
Score: -1600318.125000 Penalty: 2416.226562
	Iteration 0F: 2 clusters Score -1600318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1588169.000000 Penalty: 4832.453125
	Iteration 0F: 3 clusters Score -1588169 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1592619.375000 Penalty: 4832.453125
	Iteration 1F: 3 clusters Score -1592619 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1593895.375000 Penalty: 4832.453125
	Iteration 2F: 3 clusters Score -1593895 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1595269.875000 Penalty: 4832.453125
	Iteration 3F: 3 clusters Score -1595270 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1596493.250000 Penalty: 4832.453125
	Iteration 4F: 3 clusters Score -1596493 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1597219.625000 Penalty: 4832.453125
	Iteration 5F: 3 clusters Score -1597220 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1597629.875000 Penalty: 4832.453125
	Iteration 6F: 3 clusters Score -1597630 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1597835.125000 Penalty: 4832.453125
	Iteration 7Q: 3 clusters Score -1597835 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1597952.125000 Penalty: 4832.453125
	Iteration 8Q: 3 clusters Score -1597952 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1598014.375000 Penalty: 4832.453125
	Iteration 9Q: 3 clusters Score -1598014 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1598074.625000 Penalty: 4832.453125
	Iteration 10Q: 3 clusters Score -1598075 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1598116.500000 Penalty: 4832.453125
	Iteration 11Q: 3 clusters Score -1598116 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1598149.750000 Penalty: 4832.453125
	Iteration 12Q: 3 clusters Score -1598150 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1598182.625000 Penalty: 4832.453125
	Iteration 13Q: 3 clusters Score -1598183 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1598213.500000 Penalty: 4832.453125
	Iteration 14Q: 3 clusters Score -1598214 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1598240.125000 Penalty: 4832.453125
	Iteration 15Q: 3 clusters Score -1598240 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1598262.250000 Penalty: 4832.453125
	Iteration 16Q: 3 clusters Score -1598262 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1598283.750000 Penalty: 4832.453125
	Iteration 17Q: 3 clusters Score -1598284 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1598310.375000 Penalty: 4832.453125
	Iteration 18Q: 3 clusters Score -1598310 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1598336.875000 Penalty: 4832.453125
	Iteration 19Q: 3 clusters Score -1598337 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1598371.750000 Penalty: 4832.453125
	Iteration 20F: 3 clusters Score -1598372 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1598400.000000 Penalty: 4832.453125
	Iteration 21Q: 3 clusters Score -1598400 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1598420.875000 Penalty: 4832.453125
	Iteration 22Q: 3 clusters Score -1598421 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1598447.500000 Penalty: 4832.453125
	Iteration 23Q: 3 clusters Score -1598448 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1598479.500000 Penalty: 4832.453125
	Iteration 24Q: 3 clusters Score -1598480 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1598498.125000 Penalty: 4832.453125
	Iteration 25Q: 3 clusters Score -1598498 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1598528.625000 Penalty: 4832.453125
	Iteration 26Q: 3 clusters Score -1598529 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1598546.250000 Penalty: 4832.453125
	Iteration 27Q: 3 clusters Score -1598546 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1598570.750000 Penalty: 4832.453125
	Iteration 28Q: 3 clusters Score -1598571 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1598595.000000 Penalty: 4832.453125
	Iteration 29Q: 3 clusters Score -1598595 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1598622.125000 Penalty: 4832.453125
	Iteration 30Q: 3 clusters Score -1598622 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1598660.750000 Penalty: 4832.453125
	Iteration 31Q: 3 clusters Score -1598661 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1598705.375000 Penalty: 4832.453125
	Iteration 32Q: 3 clusters Score -1598705 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1598752.000000 Penalty: 4832.453125
	Iteration 33Q: 3 clusters Score -1598752 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1598788.750000 Penalty: 4832.453125
	Iteration 34Q: 3 clusters Score -1598789 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1598831.875000 Penalty: 4832.453125
	Iteration 35Q: 3 clusters Score -1598832 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1598865.250000 Penalty: 4832.453125
	Iteration 36Q: 3 clusters Score -1598865 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1598899.250000 Penalty: 4832.453125
	Iteration 37Q: 3 clusters Score -1598899 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1598919.625000 Penalty: 4832.453125
	Iteration 38Q: 3 clusters Score -1598920 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1598946.250000 Penalty: 4832.453125
	Iteration 39Q: 3 clusters Score -1598946 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1598959.625000 Penalty: 4832.453125
	Iteration 40F: 3 clusters Score -1598960 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1598982.000000 Penalty: 4832.453125
	Iteration 41Q: 3 clusters Score -1598982 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1599001.250000 Penalty: 4832.453125
	Iteration 42Q: 3 clusters Score -1599001 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1599012.375000 Penalty: 4832.453125
	Iteration 43Q: 3 clusters Score -1599012 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1599025.500000 Penalty: 4832.453125
	Iteration 44Q: 3 clusters Score -1599026 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1599035.750000 Penalty: 4832.453125
	Iteration 45Q: 3 clusters Score -1599036 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1599052.500000 Penalty: 4832.453125
	Iteration 46Q: 3 clusters Score -1599052 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1599063.750000 Penalty: 4832.453125
	Iteration 47Q: 3 clusters Score -1599064 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1599078.750000 Penalty: 4832.453125
	Iteration 48Q: 3 clusters Score -1599079 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1599098.875000 Penalty: 4832.453125
	Iteration 49Q: 3 clusters Score -1599099 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1599107.250000 Penalty: 4832.453125
	Iteration 50Q: 3 clusters Score -1599107 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -1599123.125000 Penalty: 4832.453125
	Iteration 51Q: 3 clusters Score -1599123 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1599144.625000 Penalty: 4832.453125
	Iteration 52Q: 3 clusters Score -1599145 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1599173.375000 Penalty: 4832.453125
	Iteration 53Q: 3 clusters Score -1599173 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1599200.750000 Penalty: 4832.453125
	Iteration 54Q: 3 clusters Score -1599201 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -1599237.750000 Penalty: 4832.453125
	Iteration 55Q: 3 clusters Score -1599238 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1599261.750000 Penalty: 4832.453125
	Iteration 56Q: 3 clusters Score -1599262 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1599283.625000 Penalty: 4832.453125
	Iteration 57Q: 3 clusters Score -1599284 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1599304.625000 Penalty: 4832.453125
	Iteration 58Q: 3 clusters Score -1599305 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1599322.375000 Penalty: 4832.453125
	Iteration 59Q: 3 clusters Score -1599322 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1599338.750000 Penalty: 4832.453125
	Iteration 60F: 3 clusters Score -1599339 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1599352.000000 Penalty: 4832.453125
	Iteration 61Q: 3 clusters Score -1599352 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1599377.000000 Penalty: 4832.453125
	Iteration 62Q: 3 clusters Score -1599377 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1599392.875000 Penalty: 4832.453125
	Iteration 63Q: 3 clusters Score -1599393 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -1599418.625000 Penalty: 4832.453125
	Iteration 64Q: 3 clusters Score -1599419 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1599450.000000 Penalty: 4832.453125
	Iteration 65Q: 3 clusters Score -1599450 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1599472.500000 Penalty: 4832.453125
	Iteration 66Q: 3 clusters Score -1599472 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1599501.250000 Penalty: 4832.453125
	Iteration 67Q: 3 clusters Score -1599501 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -1599521.375000 Penalty: 4832.453125
	Iteration 68Q: 3 clusters Score -1599521 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -1599551.250000 Penalty: 4832.453125
	Iteration 69Q: 3 clusters Score -1599551 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -1599570.250000 Penalty: 4832.453125
	Iteration 70Q: 3 clusters Score -1599570 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -1599582.125000 Penalty: 4832.453125
	Iteration 71Q: 3 clusters Score -1599582 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1599592.250000 Penalty: 4832.453125
	Iteration 72Q: 3 clusters Score -1599592 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1599609.250000 Penalty: 4832.453125
	Iteration 73Q: 3 clusters Score -1599609 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -1599619.875000 Penalty: 4832.453125
	Iteration 74Q: 3 clusters Score -1599620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1599628.375000 Penalty: 4832.453125
	Iteration 75Q: 3 clusters Score -1599628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -1599639.000000 Penalty: 4832.453125
	Iteration 76Q: 3 clusters Score -1599639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1599640.250000 Penalty: 4832.453125
	Iteration 77Q: 3 clusters Score -1599640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -1599639.875000 Penalty: 4832.453125
	Iteration 78Q: 3 clusters Score -1599640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -1599645.250000 Penalty: 4832.453125
	Iteration 79Q: 3 clusters Score -1599645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -1599648.375000 Penalty: 4832.453125
	Iteration 80F: 3 clusters Score -1599648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1599649.875000 Penalty: 4832.453125
	Iteration 81Q: 3 clusters Score -1599650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -1599649.000000 Penalty: 4832.453125
	Iteration 82Q: 3 clusters Score -1599649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1599652.000000 Penalty: 4832.453125
	Iteration 83Q: 3 clusters Score -1599652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -1599654.875000 Penalty: 4832.453125
	Iteration 84Q: 3 clusters Score -1599655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1599654.125000 Penalty: 4832.453125
	Iteration 85Q: 3 clusters Score -1599654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -1599654.000000 Penalty: 4832.453125
	Iteration 86Q: 3 clusters Score -1599654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -1599654.125000 Penalty: 4832.453125
	Iteration 87Q: 3 clusters Score -1599654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -1599654.625000 Penalty: 4832.453125
	Iteration 88Q: 3 clusters Score -1599655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -1599653.500000 Penalty: 4832.453125
	Iteration 89Q: 3 clusters Score -1599654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -1599653.500000 Penalty: 4832.453125
	Iteration 90F: 3 clusters Score -1599654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -525951.875000 Penalty: 2102.707764
	Iteration 0F: 2 clusters Score -525951.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -521587.781250 Penalty: 4205.415527
	Iteration 0F: 3 clusters Score -521587.8 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -522608.343750 Penalty: 4205.415527
	Iteration 1F: 3 clusters Score -522608.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -522796.562500 Penalty: 4205.415527
	Iteration 2F: 3 clusters Score -522796.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -522913.312500 Penalty: 4205.415527
	Iteration 3Q: 3 clusters Score -522913.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -522995.593750 Penalty: 4205.415527
	Iteration 4Q: 3 clusters Score -522995.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -523040.843750 Penalty: 4205.415527
	Iteration 5Q: 3 clusters Score -523040.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -523068.906250 Penalty: 4205.415527
	Iteration 6Q: 3 clusters Score -523068.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -523094.781250 Penalty: 4205.415527
	Iteration 7Q: 3 clusters Score -523094.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -523110.843750 Penalty: 4205.415527
	Iteration 8Q: 3 clusters Score -523110.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -523130.125000 Penalty: 4205.415527
	Iteration 9Q: 3 clusters Score -523130.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -523147.187500 Penalty: 4205.415527
	Iteration 10Q: 3 clusters Score -523147.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -523164.343750 Penalty: 4205.415527
	Iteration 11Q: 3 clusters Score -523164.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -523183.843750 Penalty: 4205.415527
	Iteration 12Q: 3 clusters Score -523183.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -523199.437500 Penalty: 4205.415527
	Iteration 13Q: 3 clusters Score -523199.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -523213.812500 Penalty: 4205.415527
	Iteration 14Q: 3 clusters Score -523213.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -523227.656250 Penalty: 4205.415527
	Iteration 15Q: 3 clusters Score -523227.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -523239.406250 Penalty: 4205.415527
	Iteration 16Q: 3 clusters Score -523239.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -523250.218750 Penalty: 4205.415527
	Iteration 17Q: 3 clusters Score -523250.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -523257.406250 Penalty: 4205.415527
	Iteration 18Q: 3 clusters Score -523257.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -523267.437500 Penalty: 4205.415527
	Iteration 19Q: 3 clusters Score -523267.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -523281.093750 Penalty: 4205.415527
	Iteration 20F: 3 clusters Score -523281.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -523296.156250 Penalty: 4205.415527
	Iteration 21Q: 3 clusters Score -523296.2 nChanged 40
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: -523310.281250 Penalty: 4205.415527
	Iteration 22Q: 3 clusters Score -523310.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -523323.562500 Penalty: 4205.415527
	Iteration 23Q: 3 clusters Score -523323.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -523341.718750 Penalty: 4205.415527
	Iteration 24Q: 3 clusters Score -523341.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -523363.312500 Penalty: 4205.415527
	Iteration 25Q: 3 clusters Score -523363.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -523385.437500 Penalty: 4205.415527
	Iteration 26Q: 3 clusters Score -523385.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -523407.031250 Penalty: 4205.415527
	Iteration 27Q: 3 clusters Score -523407 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -523436.312500 Penalty: 4205.415527
	Iteration 28Q: 3 clusters Score -523436.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -523460.625000 Penalty: 4205.415527
	Iteration 29Q: 3 clusters Score -523460.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -523483.000000 Penalty: 4205.415527
	Iteration 30Q: 3 clusters Score -523483 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -523502.531250 Penalty: 4205.415527
	Iteration 31Q: 3 clusters Score -523502.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -523523.781250 Penalty: 4205.415527
	Iteration 32Q: 3 clusters Score -523523.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -523545.093750 Penalty: 4205.415527
	Iteration 33Q: 3 clusters Score -523545.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -523570.437500 Penalty: 4205.415527
	Iteration 34Q: 3 clusters Score -523570.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -523586.625000 Penalty: 4205.415527
	Iteration 35Q: 3 clusters Score -523586.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -523598.593750 Penalty: 4205.415527
	Iteration 36Q: 3 clusters Score -523598.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -523614.531250 Penalty: 4205.415527
	Iteration 37Q: 3 clusters Score -523614.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -523633.250000 Penalty: 4205.415527
	Iteration 38Q: 3 clusters Score -523633.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -523656.156250 Penalty: 4205.415527
	Iteration 39Q: 3 clusters Score -523656.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -523676.812500 Penalty: 4205.415527
	Iteration 40F: 3 clusters Score -523676.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -523701.937500 Penalty: 4205.415527
	Iteration 41Q: 3 clusters Score -523701.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -523733.031250 Penalty: 4205.415527
	Iteration 42Q: 3 clusters Score -523733 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -523762.250000 Penalty: 4205.415527
	Iteration 43Q: 3 clusters Score -523762.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -523797.625000 Penalty: 4205.415527
	Iteration 44Q: 3 clusters Score -523797.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -523831.843750 Penalty: 4205.415527
	Iteration 45Q: 3 clusters Score -523831.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -523860.187500 Penalty: 4205.415527
	Iteration 46Q: 3 clusters Score -523860.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -523888.468750 Penalty: 4205.415527
	Iteration 47Q: 3 clusters Score -523888.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -523913.250000 Penalty: 4205.415527
	Iteration 48Q: 3 clusters Score -523913.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -523936.343750 Penalty: 4205.415527
	Iteration 49Q: 3 clusters Score -523936.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -523957.593750 Penalty: 4205.415527
	Iteration 50Q: 3 clusters Score -523957.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -523975.000000 Penalty: 4205.415527
	Iteration 51Q: 3 clusters Score -523975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -523987.000000 Penalty: 4205.415527
	Iteration 52Q: 3 clusters Score -523987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -523996.343750 Penalty: 4205.415527
	Iteration 53Q: 3 clusters Score -523996.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -524005.625000 Penalty: 4205.415527
	Iteration 54Q: 3 clusters Score -524005.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -524017.468750 Penalty: 4205.415527
	Iteration 55Q: 3 clusters Score -524017.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -524028.468750 Penalty: 4205.415527
	Iteration 56Q: 3 clusters Score -524028.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -524034.125000 Penalty: 4205.415527
	Iteration 57Q: 3 clusters Score -524034.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -524043.187500 Penalty: 4205.415527
	Iteration 58Q: 3 clusters Score -524043.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -524050.875000 Penalty: 4205.415527
	Iteration 59Q: 3 clusters Score -524050.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -524057.843750 Penalty: 4205.415527
	Iteration 60F: 3 clusters Score -524057.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -524063.000000 Penalty: 4205.415527
	Iteration 61Q: 3 clusters Score -524063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -524065.718750 Penalty: 4205.415527
	Iteration 62Q: 3 clusters Score -524065.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -524067.656250 Penalty: 4205.415527
	Iteration 63Q: 3 clusters Score -524067.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -524069.312500 Penalty: 4205.415527
	Iteration 64Q: 3 clusters Score -524069.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -524072.187500 Penalty: 4205.415527
	Iteration 65Q: 3 clusters Score -524072.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -524072.500000 Penalty: 4205.415527
	Iteration 66Q: 3 clusters Score -524072.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -524072.500000 Penalty: 4205.415527
	Iteration 67F: 3 clusters Score -524072.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Entering Unmasked Estep 
Score: -92181.156250 Penalty: 1691.904907
	Iteration 0F: 2 clusters Score -92181.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -90326.117188 Penalty: 3383.809814
	Iteration 0F: 3 clusters Score -90326.12 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -90572.234375 Penalty: 3383.809814
	Iteration 1F: 3 clusters Score -90572.23 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -90648.710938 Penalty: 3383.809814
	Iteration 2F: 3 clusters Score -90648.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -90677.578125 Penalty: 3383.809814
	Iteration 3Q: 3 clusters Score -90677.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -90689.039062 Penalty: 3383.809814
	Iteration 4Q: 3 clusters Score -90689.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -90696.125000 Penalty: 3383.809814
	Iteration 5Q: 3 clusters Score -90696.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -90713.312500 Penalty: 3383.809814
	Iteration 6Q: 3 clusters Score -90713.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -90725.773438 Penalty: 3383.809814
	Iteration 7Q: 3 clusters Score -90725.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -90739.070312 Penalty: 3383.809814
	Iteration 8Q: 3 clusters Score -90739.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -90746.031250 Penalty: 3383.809814
	Iteration 9Q: 3 clusters Score -90746.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -90748.234375 Penalty: 3383.809814
	Iteration 10Q: 3 clusters Score -90748.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -90748.695312 Penalty: 3383.809814
	Iteration 11Q: 3 clusters Score -90748.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -90748.695312 Penalty: 3383.809814
	Iteration 12F: 3 clusters Score -90748.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Entering Unmasked Estep 
Score: -3152984.750000 Penalty: 2546.005127
	Iteration 0F: 2 clusters Score -3152985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -3133313.000000 Penalty: 5092.010254
	Iteration 0F: 3 clusters Score -3133313 nChanged 12896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -3140489.000000 Penalty: 5092.010254
	Iteration 1F: 3 clusters Score -3140489 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -3141096.000000 Penalty: 5092.010254
	Iteration 2F: 3 clusters Score -3141096 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -3141730.500000 Penalty: 5092.010254
	Iteration 3F: 3 clusters Score -3141730 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -3142336.000000 Penalty: 5092.010254
	Iteration 4F: 3 clusters Score -3142336 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -3143017.250000 Penalty: 5092.010254
	Iteration 5F: 3 clusters Score -3143017 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -3143732.250000 Penalty: 5092.010254
	Iteration 6F: 3 clusters Score -3143732 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -3144446.500000 Penalty: 5092.010254
	Iteration 7F: 3 clusters Score -3144446 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -3145160.000000 Penalty: 5092.010254
	Iteration 8Q: 3 clusters Score -3145160 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -3145847.500000 Penalty: 5092.010254
	Iteration 9Q: 3 clusters Score -3145848 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -3146481.500000 Penalty: 5092.010254
	Iteration 10Q: 3 clusters Score -3146482 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -3147131.250000 Penalty: 5092.010254
	Iteration 11Q: 3 clusters Score -3147131 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -3147750.000000 Penalty: 5092.010254
	Iteration 12Q: 3 clusters Score -3147750 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -3148337.500000 Penalty: 5092.010254
	Iteration 13Q: 3 clusters Score -3148338 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -3148894.500000 Penalty: 5092.010254
	Iteration 14Q: 3 clusters Score -3148894 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3149348.500000 Penalty: 5092.010254
	Iteration 15Q: 3 clusters Score -3149348 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3149732.750000 Penalty: 5092.010254
	Iteration 16Q: 3 clusters Score -3149733 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3150035.000000 Penalty: 5092.010254
	Iteration 17Q: 3 clusters Score -3150035 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3150248.750000 Penalty: 5092.010254
	Iteration 18Q: 3 clusters Score -3150249 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3150422.750000 Penalty: 5092.010254
	Iteration 19Q: 3 clusters Score -3150423 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3150517.000000 Penalty: 5092.010254
	Iteration 20F: 3 clusters Score -3150517 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3150603.000000 Penalty: 5092.010254
	Iteration 21Q: 3 clusters Score -3150603 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3150653.000000 Penalty: 5092.010254
	Iteration 22Q: 3 clusters Score -3150653 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3150677.750000 Penalty: 5092.010254
	Iteration 23Q: 3 clusters Score -3150678 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3150702.500000 Penalty: 5092.010254
	Iteration 24Q: 3 clusters Score -3150702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3150717.000000 Penalty: 5092.010254
	Iteration 25Q: 3 clusters Score -3150717 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3150727.750000 Penalty: 5092.010254
	Iteration 26Q: 3 clusters Score -3150728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3150749.000000 Penalty: 5092.010254
	Iteration 27Q: 3 clusters Score -3150749 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3150762.500000 Penalty: 5092.010254
	Iteration 28Q: 3 clusters Score -3150762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3150781.000000 Penalty: 5092.010254
	Iteration 29Q: 3 clusters Score -3150781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3150789.750000 Penalty: 5092.010254
	Iteration 30Q: 3 clusters Score -3150790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3150799.500000 Penalty: 5092.010254
	Iteration 31Q: 3 clusters Score -3150800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3150815.250000 Penalty: 5092.010254
	Iteration 32Q: 3 clusters Score -3150815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3150817.250000 Penalty: 5092.010254
	Iteration 33Q: 3 clusters Score -3150817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3150820.500000 Penalty: 5092.010254
	Iteration 34Q: 3 clusters Score -3150820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3150826.750000 Penalty: 5092.010254
	Iteration 35Q: 3 clusters Score -3150827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3150825.500000 Penalty: 5092.010254
	Iteration 36Q: 3 clusters Score -3150826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3150825.000000 Penalty: 5092.010254
	Iteration 37Q: 3 clusters Score -3150825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3150831.500000 Penalty: 5092.010254
	Iteration 38Q: 3 clusters Score -3150832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3150837.000000 Penalty: 5092.010254
	Iteration 39Q: 3 clusters Score -3150837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3150835.000000 Penalty: 5092.010254
	Iteration 40F: 3 clusters Score -3150835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3150832.250000 Penalty: 5092.010254
	Iteration 41Q: 3 clusters Score -3150832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3150833.000000 Penalty: 5092.010254
	Iteration 42Q: 3 clusters Score -3150833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3150834.250000 Penalty: 5092.010254
	Iteration 43Q: 3 clusters Score -3150834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3150845.750000 Penalty: 5092.010254
	Iteration 44Q: 3 clusters Score -3150846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3150849.250000 Penalty: 5092.010254
	Iteration 45Q: 3 clusters Score -3150849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3150851.750000 Penalty: 5092.010254
	Iteration 46Q: 3 clusters Score -3150852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3150852.250000 Penalty: 5092.010254
	Iteration 47Q: 3 clusters Score -3150852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3150855.500000 Penalty: 5092.010254
	Iteration 48Q: 3 clusters Score -3150856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3150859.250000 Penalty: 5092.010254
	Iteration 49Q: 3 clusters Score -3150859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3150860.250000 Penalty: 5092.010254
	Iteration 50Q: 3 clusters Score -3150860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3150863.750000 Penalty: 5092.010254
	Iteration 51Q: 3 clusters Score -3150864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3150863.500000 Penalty: 5092.010254
	Iteration 52Q: 3 clusters Score -3150864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3150863.500000 Penalty: 5092.010254
	Iteration 53F: 3 clusters Score -3150864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Entering Unmasked Estep 
Score: -1116512.250000 Penalty: 2294.510498
	Iteration 0F: 2 clusters Score -1116512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1108535.750000 Penalty: 4589.020996
	Iteration 0F: 3 clusters Score -1108536 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1111045.000000 Penalty: 4589.020996
	Iteration 1F: 3 clusters Score -1111045 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1111519.750000 Penalty: 4589.020996
	Iteration 2F: 3 clusters Score -1111520 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1111986.875000 Penalty: 4589.020996
	Iteration 3F: 3 clusters Score -1111987 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1112510.125000 Penalty: 4589.020996
	Iteration 4F: 3 clusters Score -1112510 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1112995.250000 Penalty: 4589.020996
	Iteration 5F: 3 clusters Score -1112995 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1113457.750000 Penalty: 4589.020996
	Iteration 6F: 3 clusters Score -1113458 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1113813.875000 Penalty: 4589.020996
	Iteration 7F: 3 clusters Score -1113814 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1114077.250000 Penalty: 4589.020996
	Iteration 8Q: 3 clusters Score -1114077 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1114258.375000 Penalty: 4589.020996
	Iteration 9Q: 3 clusters Score -1114258 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1114382.625000 Penalty: 4589.020996
	Iteration 10Q: 3 clusters Score -1114383 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1114473.375000 Penalty: 4589.020996
	Iteration 11Q: 3 clusters Score -1114473 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1114533.375000 Penalty: 4589.020996
	Iteration 12Q: 3 clusters Score -1114533 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1114586.000000 Penalty: 4589.020996
	Iteration 13Q: 3 clusters Score -1114586 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1114612.625000 Penalty: 4589.020996
	Iteration 14Q: 3 clusters Score -1114613 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1114639.000000 Penalty: 4589.020996
	Iteration 15Q: 3 clusters Score -1114639 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1114659.250000 Penalty: 4589.020996
	Iteration 16Q: 3 clusters Score -1114659 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1114673.500000 Penalty: 4589.020996
	Iteration 17Q: 3 clusters Score -1114674 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1114686.000000 Penalty: 4589.020996
	Iteration 18Q: 3 clusters Score -1114686 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1114703.000000 Penalty: 4589.020996
	Iteration 19Q: 3 clusters Score -1114703 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1114717.625000 Penalty: 4589.020996
	Iteration 20F: 3 clusters Score -1114718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1114724.000000 Penalty: 4589.020996
	Iteration 21Q: 3 clusters Score -1114724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1114734.625000 Penalty: 4589.020996
	Iteration 22Q: 3 clusters Score -1114735 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1114741.750000 Penalty: 4589.020996
	Iteration 23Q: 3 clusters Score -1114742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1114751.250000 Penalty: 4589.020996
	Iteration 24Q: 3 clusters Score -1114751 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1114755.750000 Penalty: 4589.020996
	Iteration 25Q: 3 clusters Score -1114756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1114762.750000 Penalty: 4589.020996
	Iteration 26Q: 3 clusters Score -1114763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1114766.000000 Penalty: 4589.020996
	Iteration 27Q: 3 clusters Score -1114766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1114770.875000 Penalty: 4589.020996
	Iteration 28Q: 3 clusters Score -1114771 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1114772.875000 Penalty: 4589.020996
	Iteration 29Q: 3 clusters Score -1114773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1114778.750000 Penalty: 4589.020996
	Iteration 30Q: 3 clusters Score -1114779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1114779.625000 Penalty: 4589.020996
	Iteration 31Q: 3 clusters Score -1114780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1114782.875000 Penalty: 4589.020996
	Iteration 32Q: 3 clusters Score -1114783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1114784.875000 Penalty: 4589.020996
	Iteration 33Q: 3 clusters Score -1114785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1114785.625000 Penalty: 4589.020996
	Iteration 34Q: 3 clusters Score -1114786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1114789.375000 Penalty: 4589.020996
	Iteration 35Q: 3 clusters Score -1114789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1114790.125000 Penalty: 4589.020996
	Iteration 36Q: 3 clusters Score -1114790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1114796.750000 Penalty: 4589.020996
	Iteration 37Q: 3 clusters Score -1114797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1114798.250000 Penalty: 4589.020996
	Iteration 38Q: 3 clusters Score -1114798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1114796.250000 Penalty: 4589.020996
	Iteration 39Q: 3 clusters Score -1114796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1114796.125000 Penalty: 4589.020996
	Iteration 40F: 3 clusters Score -1114796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1114796.875000 Penalty: 4589.020996
	Iteration 41Q: 3 clusters Score -1114797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1114800.125000 Penalty: 4589.020996
	Iteration 42Q: 3 clusters Score -1114800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1114803.000000 Penalty: 4589.020996
	Iteration 43Q: 3 clusters Score -1114803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1114806.500000 Penalty: 4589.020996
	Iteration 44Q: 3 clusters Score -1114806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1114805.250000 Penalty: 4589.020996
	Iteration 45Q: 3 clusters Score -1114805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1114806.125000 Penalty: 4589.020996
	Iteration 46Q: 3 clusters Score -1114806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1114805.500000 Penalty: 4589.020996
	Iteration 47Q: 3 clusters Score -1114806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1114804.875000 Penalty: 4589.020996
	Iteration 48Q: 3 clusters Score -1114805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1114806.875000 Penalty: 4589.020996
	Iteration 49Q: 3 clusters Score -1114807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1114809.250000 Penalty: 4589.020996
	Iteration 50Q: 3 clusters Score -1114809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1114809.250000 Penalty: 4589.020996
	Iteration 51Q: 3 clusters Score -1114809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1114809.250000 Penalty: 4589.020996
	Iteration 52F: 3 clusters Score -1114809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Entering Unmasked Estep 
Score: -1553429.125000 Penalty: 2375.729980
	Iteration 0F: 2 clusters Score -1553429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1542918.000000 Penalty: 4751.459961
	Iteration 0F: 3 clusters Score -1542918 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1546295.000000 Penalty: 4751.459961
	Iteration 1F: 3 clusters Score -1546295 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1546715.750000 Penalty: 4751.459961
	Iteration 2F: 3 clusters Score -1546716 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1547107.250000 Penalty: 4751.459961
	Iteration 3F: 3 clusters Score -1547107 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1547508.375000 Penalty: 4751.459961
	Iteration 4F: 3 clusters Score -1547508 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1547851.875000 Penalty: 4751.459961
	Iteration 5Q: 3 clusters Score -1547852 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1548215.875000 Penalty: 4751.459961
	Iteration 6Q: 3 clusters Score -1548216 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1548600.625000 Penalty: 4751.459961
	Iteration 7Q: 3 clusters Score -1548601 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1548990.250000 Penalty: 4751.459961
	Iteration 8Q: 3 clusters Score -1548990 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1549377.750000 Penalty: 4751.459961
	Iteration 9Q: 3 clusters Score -1549378 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1549769.250000 Penalty: 4751.459961
	Iteration 10Q: 3 clusters Score -1549769 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1550117.125000 Penalty: 4751.459961
	Iteration 11Q: 3 clusters Score -1550117 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1550397.625000 Penalty: 4751.459961
	Iteration 12Q: 3 clusters Score -1550398 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1550593.250000 Penalty: 4751.459961
	Iteration 13Q: 3 clusters Score -1550593 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1550744.000000 Penalty: 4751.459961
	Iteration 14Q: 3 clusters Score -1550744 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1550854.000000 Penalty: 4751.459961
	Iteration 15Q: 3 clusters Score -1550854 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1550942.125000 Penalty: 4751.459961
	Iteration 16Q: 3 clusters Score -1550942 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1551008.375000 Penalty: 4751.459961
	Iteration 17Q: 3 clusters Score -1551008 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1551062.250000 Penalty: 4751.459961
	Iteration 18Q: 3 clusters Score -1551062 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1551112.125000 Penalty: 4751.459961
	Iteration 19Q: 3 clusters Score -1551112 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1551183.250000 Penalty: 4751.459961
	Iteration 20F: 3 clusters Score -1551183 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1551266.375000 Penalty: 4751.459961
	Iteration 21Q: 3 clusters Score -1551266 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1551352.500000 Penalty: 4751.459961
	Iteration 22Q: 3 clusters Score -1551352 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1551463.000000 Penalty: 4751.459961
	Iteration 23Q: 3 clusters Score -1551463 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1551582.875000 Penalty: 4751.459961
	Iteration 24Q: 3 clusters Score -1551583 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1551669.000000 Penalty: 4751.459961
	Iteration 25Q: 3 clusters Score -1551669 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1551724.125000 Penalty: 4751.459961
	Iteration 26Q: 3 clusters Score -1551724 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1551755.375000 Penalty: 4751.459961
	Iteration 27Q: 3 clusters Score -1551755 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1551781.125000 Penalty: 4751.459961
	Iteration 28Q: 3 clusters Score -1551781 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1551812.625000 Penalty: 4751.459961
	Iteration 29Q: 3 clusters Score -1551813 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1551836.625000 Penalty: 4751.459961
	Iteration 30Q: 3 clusters Score -1551837 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1551863.625000 Penalty: 4751.459961
	Iteration 31Q: 3 clusters Score -1551864 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1551900.875000 Penalty: 4751.459961
	Iteration 32Q: 3 clusters Score -1551901 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1551915.625000 Penalty: 4751.459961
	Iteration 33Q: 3 clusters Score -1551916 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1551934.500000 Penalty: 4751.459961
	Iteration 34Q: 3 clusters Score -1551934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1551943.125000 Penalty: 4751.459961
	Iteration 35Q: 3 clusters Score -1551943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1551955.250000 Penalty: 4751.459961
	Iteration 36Q: 3 clusters Score -1551955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1551960.125000 Penalty: 4751.459961
	Iteration 37Q: 3 clusters Score -1551960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1551970.125000 Penalty: 4751.459961
	Iteration 38Q: 3 clusters Score -1551970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1551974.250000 Penalty: 4751.459961
	Iteration 39Q: 3 clusters Score -1551974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1551975.375000 Penalty: 4751.459961
	Iteration 40F: 3 clusters Score -1551975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1551976.250000 Penalty: 4751.459961
	Iteration 41Q: 3 clusters Score -1551976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1551983.500000 Penalty: 4751.459961
	Iteration 42Q: 3 clusters Score -1551984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1551986.250000 Penalty: 4751.459961
	Iteration 43Q: 3 clusters Score -1551986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1551986.375000 Penalty: 4751.459961
	Iteration 44Q: 3 clusters Score -1551986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1551992.375000 Penalty: 4751.459961
	Iteration 45Q: 3 clusters Score -1551992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1551993.250000 Penalty: 4751.459961
	Iteration 46Q: 3 clusters Score -1551993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1551997.375000 Penalty: 4751.459961
	Iteration 47Q: 3 clusters Score -1551997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1552001.500000 Penalty: 4751.459961
	Iteration 48Q: 3 clusters Score -1552002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1552004.875000 Penalty: 4751.459961
	Iteration 49Q: 3 clusters Score -1552005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1552004.250000 Penalty: 4751.459961
	Iteration 50Q: 3 clusters Score -1552004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1552005.500000 Penalty: 4751.459961
	Iteration 51Q: 3 clusters Score -1552006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1552007.125000 Penalty: 4751.459961
	Iteration 52Q: 3 clusters Score -1552007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1552005.375000 Penalty: 4751.459961
	Iteration 53Q: 3 clusters Score -1552005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1552006.250000 Penalty: 4751.459961
	Iteration 54Q: 3 clusters Score -1552006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1552007.750000 Penalty: 4751.459961
	Iteration 55Q: 3 clusters Score -1552008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1552009.000000 Penalty: 4751.459961
	Iteration 56Q: 3 clusters Score -1552009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1552011.125000 Penalty: 4751.459961
	Iteration 57Q: 3 clusters Score -1552011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1552009.750000 Penalty: 4751.459961
	Iteration 58Q: 3 clusters Score -1552010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1552011.750000 Penalty: 4751.459961
	Iteration 59Q: 3 clusters Score -1552012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1552012.625000 Penalty: 4751.459961
	Iteration 60F: 3 clusters Score -1552013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1552014.250000 Penalty: 4751.459961
	Iteration 61Q: 3 clusters Score -1552014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1552010.500000 Penalty: 4751.459961
	Iteration 62Q: 3 clusters Score -1552010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1552011.625000 Penalty: 4751.459961
	Iteration 63Q: 3 clusters Score -1552012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1552012.000000 Penalty: 4751.459961
	Iteration 64Q: 3 clusters Score -1552012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1552012.625000 Penalty: 4751.459961
	Iteration 65Q: 3 clusters Score -1552013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1552014.000000 Penalty: 4751.459961
	Iteration 66Q: 3 clusters Score -1552014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1552014.000000 Penalty: 4751.459961
	Iteration 67F: 3 clusters Score -1552014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Entering Unmasked Estep 
Score: -1001778.375000 Penalty: 2285.992920
	Iteration 0F: 2 clusters Score -1001778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -994102.812500 Penalty: 4571.985840
	Iteration 0F: 3 clusters Score -994102.8 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -996311.625000 Penalty: 4571.985840
	Iteration 1F: 3 clusters Score -996311.6 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -996714.437500 Penalty: 4571.985840
	Iteration 2F: 3 clusters Score -996714.4 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -997084.062500 Penalty: 4571.985840
	Iteration 3F: 3 clusters Score -997084.1 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -997402.312500 Penalty: 4571.985840
	Iteration 4F: 3 clusters Score -997402.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -997682.125000 Penalty: 4571.985840
	Iteration 5Q: 3 clusters Score -997682.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -997917.312500 Penalty: 4571.985840
	Iteration 6Q: 3 clusters Score -997917.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -998134.437500 Penalty: 4571.985840
	Iteration 7Q: 3 clusters Score -998134.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -998338.687500 Penalty: 4571.985840
	Iteration 8Q: 3 clusters Score -998338.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -998501.812500 Penalty: 4571.985840
	Iteration 9Q: 3 clusters Score -998501.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -998634.187500 Penalty: 4571.985840
	Iteration 10Q: 3 clusters Score -998634.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -998781.812500 Penalty: 4571.985840
	Iteration 11Q: 3 clusters Score -998781.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -998937.625000 Penalty: 4571.985840
	Iteration 12Q: 3 clusters Score -998937.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -999076.687500 Penalty: 4571.985840
	Iteration 13Q: 3 clusters Score -999076.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -999192.437500 Penalty: 4571.985840
	Iteration 14Q: 3 clusters Score -999192.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -999312.750000 Penalty: 4571.985840
	Iteration 15Q: 3 clusters Score -999312.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -999428.562500 Penalty: 4571.985840
	Iteration 16Q: 3 clusters Score -999428.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -999531.750000 Penalty: 4571.985840
	Iteration 17Q: 3 clusters Score -999531.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -999609.375000 Penalty: 4571.985840
	Iteration 18Q: 3 clusters Score -999609.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -999669.875000 Penalty: 4571.985840
	Iteration 19Q: 3 clusters Score -999669.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -999717.812500 Penalty: 4571.985840
	Iteration 20F: 3 clusters Score -999717.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -999752.000000 Penalty: 4571.985840
	Iteration 21Q: 3 clusters Score -999752 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -999792.375000 Penalty: 4571.985840
	Iteration 22Q: 3 clusters Score -999792.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -999825.562500 Penalty: 4571.985840
	Iteration 23Q: 3 clusters Score -999825.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -999859.937500 Penalty: 4571.985840
	Iteration 24Q: 3 clusters Score -999859.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -999885.250000 Penalty: 4571.985840
	Iteration 25Q: 3 clusters Score -999885.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -999908.437500 Penalty: 4571.985840
	Iteration 26Q: 3 clusters Score -999908.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -999931.187500 Penalty: 4571.985840
	Iteration 27Q: 3 clusters Score -999931.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -999956.312500 Penalty: 4571.985840
	Iteration 28Q: 3 clusters Score -999956.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -999966.125000 Penalty: 4571.985840
	Iteration 29Q: 3 clusters Score -999966.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -999975.937500 Penalty: 4571.985840
	Iteration 30Q: 3 clusters Score -999975.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -999980.375000 Penalty: 4571.985840
	Iteration 31Q: 3 clusters Score -999980.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -999984.562500 Penalty: 4571.985840
	Iteration 32Q: 3 clusters Score -999984.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -999985.437500 Penalty: 4571.985840
	Iteration 33Q: 3 clusters Score -999985.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -999988.500000 Penalty: 4571.985840
	Iteration 34Q: 3 clusters Score -999988.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -999989.250000 Penalty: 4571.985840
	Iteration 35Q: 3 clusters Score -999989.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -999990.937500 Penalty: 4571.985840
	Iteration 36Q: 3 clusters Score -999990.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -999992.625000 Penalty: 4571.985840
	Iteration 37Q: 3 clusters Score -999992.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -999996.125000 Penalty: 4571.985840
	Iteration 38Q: 3 clusters Score -999996.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -999996.500000 Penalty: 4571.985840
	Iteration 39Q: 3 clusters Score -999996.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -999997.500000 Penalty: 4571.985840
	Iteration 40F: 3 clusters Score -999997.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1000001.062500 Penalty: 4571.985840
	Iteration 41Q: 3 clusters Score -1000001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1000003.250000 Penalty: 4571.985840
	Iteration 42Q: 3 clusters Score -1000003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1000004.000000 Penalty: 4571.985840
	Iteration 43Q: 3 clusters Score -1000004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1000006.812500 Penalty: 4571.985840
	Iteration 44Q: 3 clusters Score -1000007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1000010.625000 Penalty: 4571.985840
	Iteration 45Q: 3 clusters Score -1000011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1000010.937500 Penalty: 4571.985840
	Iteration 46Q: 3 clusters Score -1000011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1000014.562500 Penalty: 4571.985840
	Iteration 47Q: 3 clusters Score -1000015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1000013.250000 Penalty: 4571.985840
	Iteration 48Q: 3 clusters Score -1000013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1000014.937500 Penalty: 4571.985840
	Iteration 49Q: 3 clusters Score -1000015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1000013.687500 Penalty: 4571.985840
	Iteration 50Q: 3 clusters Score -1000014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1000015.562500 Penalty: 4571.985840
	Iteration 51Q: 3 clusters Score -1000016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1000014.750000 Penalty: 4571.985840
	Iteration 52Q: 3 clusters Score -1000015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1000015.625000 Penalty: 4571.985840
	Iteration 53Q: 3 clusters Score -1000016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1000018.312500 Penalty: 4571.985840
	Iteration 54Q: 3 clusters Score -1000018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1000018.625000 Penalty: 4571.985840
	Iteration 55Q: 3 clusters Score -1000019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1000021.000000 Penalty: 4571.985840
	Iteration 56Q: 3 clusters Score -1000021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1000023.312500 Penalty: 4571.985840
	Iteration 57Q: 3 clusters Score -1000023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1000021.875000 Penalty: 4571.985840
	Iteration 58Q: 3 clusters Score -1000022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1000021.875000 Penalty: 4571.985840
	Iteration 59F: 3 clusters Score -1000022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Entering Unmasked Estep 
Score: -2269117.500000 Penalty: 2524.296875
	Iteration 0F: 2 clusters Score -2269118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -2250968.750000 Penalty: 5048.593750
	Iteration 0F: 3 clusters Score -2250969 nChanged 11809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2257702.000000 Penalty: 5048.593750
	Iteration 1F: 3 clusters Score -2257702 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -2258556.500000 Penalty: 5048.593750
	Iteration 2F: 3 clusters Score -2258556 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -2259460.000000 Penalty: 5048.593750
	Iteration 3F: 3 clusters Score -2259460 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2260516.250000 Penalty: 5048.593750
	Iteration 4F: 3 clusters Score -2260516 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2261595.000000 Penalty: 5048.593750
	Iteration 5F: 3 clusters Score -2261595 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -2262627.750000 Penalty: 5048.593750
	Iteration 6F: 3 clusters Score -2262628 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -2263512.750000 Penalty: 5048.593750
	Iteration 7F: 3 clusters Score -2263513 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2264111.250000 Penalty: 5048.593750
	Iteration 8Q: 3 clusters Score -2264111 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2264508.000000 Penalty: 5048.593750
	Iteration 9Q: 3 clusters Score -2264508 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2264739.500000 Penalty: 5048.593750
	Iteration 10Q: 3 clusters Score -2264740 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -2264895.500000 Penalty: 5048.593750
	Iteration 11Q: 3 clusters Score -2264896 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2265025.500000 Penalty: 5048.593750
	Iteration 12Q: 3 clusters Score -2265026 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2265116.000000 Penalty: 5048.593750
	Iteration 13Q: 3 clusters Score -2265116 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2265182.250000 Penalty: 5048.593750
	Iteration 14Q: 3 clusters Score -2265182 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -2265250.250000 Penalty: 5048.593750
	Iteration 15Q: 3 clusters Score -2265250 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -2265304.000000 Penalty: 5048.593750
	Iteration 16Q: 3 clusters Score -2265304 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -2265342.000000 Penalty: 5048.593750
	Iteration 17Q: 3 clusters Score -2265342 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2265393.250000 Penalty: 5048.593750
	Iteration 18Q: 3 clusters Score -2265393 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2265418.500000 Penalty: 5048.593750
	Iteration 19Q: 3 clusters Score -2265418 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -2265443.750000 Penalty: 5048.593750
	Iteration 20F: 3 clusters Score -2265444 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -2265479.750000 Penalty: 5048.593750
	Iteration 21Q: 3 clusters Score -2265480 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2265517.250000 Penalty: 5048.593750
	Iteration 22Q: 3 clusters Score -2265517 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2265561.750000 Penalty: 5048.593750
	Iteration 23Q: 3 clusters Score -2265562 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -2265602.250000 Penalty: 5048.593750
	Iteration 24Q: 3 clusters Score -2265602 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2265633.250000 Penalty: 5048.593750
	Iteration 25Q: 3 clusters Score -2265633 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -2265663.750000 Penalty: 5048.593750
	Iteration 26Q: 3 clusters Score -2265664 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2265698.250000 Penalty: 5048.593750
	Iteration 27Q: 3 clusters Score -2265698 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2265735.000000 Penalty: 5048.593750
	Iteration 28Q: 3 clusters Score -2265735 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2265786.500000 Penalty: 5048.593750
	Iteration 29Q: 3 clusters Score -2265786 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -2265833.000000 Penalty: 5048.593750
	Iteration 30Q: 3 clusters Score -2265833 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -2265859.250000 Penalty: 5048.593750
	Iteration 31Q: 3 clusters Score -2265859 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -2265896.000000 Penalty: 5048.593750
	Iteration 32Q: 3 clusters Score -2265896 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -2265948.500000 Penalty: 5048.593750
	Iteration 33Q: 3 clusters Score -2265948 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -2265982.250000 Penalty: 5048.593750
	Iteration 34Q: 3 clusters Score -2265982 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -2266013.250000 Penalty: 5048.593750
	Iteration 35Q: 3 clusters Score -2266013 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -2266056.750000 Penalty: 5048.593750
	Iteration 36Q: 3 clusters Score -2266057 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -2266090.500000 Penalty: 5048.593750
	Iteration 37Q: 3 clusters Score -2266090 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2266124.000000 Penalty: 5048.593750
	Iteration 38Q: 3 clusters Score -2266124 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -2266165.500000 Penalty: 5048.593750
	Iteration 39Q: 3 clusters Score -2266166 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -2266194.000000 Penalty: 5048.593750
	Iteration 40F: 3 clusters Score -2266194 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -2266234.250000 Penalty: 5048.593750
	Iteration 41Q: 3 clusters Score -2266234 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -2266271.000000 Penalty: 5048.593750
	Iteration 42Q: 3 clusters Score -2266271 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -2266314.750000 Penalty: 5048.593750
	Iteration 43Q: 3 clusters Score -2266315 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -2266350.500000 Penalty: 5048.593750
	Iteration 44Q: 3 clusters Score -2266350 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -2266404.750000 Penalty: 5048.593750
	Iteration 45Q: 3 clusters Score -2266405 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -2266458.250000 Penalty: 5048.593750
	Iteration 46Q: 3 clusters Score -2266458 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -2266503.500000 Penalty: 5048.593750
	Iteration 47Q: 3 clusters Score -2266504 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -2266543.750000 Penalty: 5048.593750
	Iteration 48Q: 3 clusters Score -2266544 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -2266585.500000 Penalty: 5048.593750
	Iteration 49Q: 3 clusters Score -2266586 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -2266641.000000 Penalty: 5048.593750
	Iteration 50Q: 3 clusters Score -2266641 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -2266693.250000 Penalty: 5048.593750
	Iteration 51Q: 3 clusters Score -2266693 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -2266742.500000 Penalty: 5048.593750
	Iteration 52Q: 3 clusters Score -2266742 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -2266801.250000 Penalty: 5048.593750
	Iteration 53Q: 3 clusters Score -2266801 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -2266861.500000 Penalty: 5048.593750
	Iteration 54Q: 3 clusters Score -2266862 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -2266917.000000 Penalty: 5048.593750
	Iteration 55Q: 3 clusters Score -2266917 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -2266973.250000 Penalty: 5048.593750
	Iteration 56Q: 3 clusters Score -2266973 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -2267024.500000 Penalty: 5048.593750
	Iteration 57Q: 3 clusters Score -2267024 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -2267079.250000 Penalty: 5048.593750
	Iteration 58Q: 3 clusters Score -2267079 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -2267117.750000 Penalty: 5048.593750
	Iteration 59Q: 3 clusters Score -2267118 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -2267157.500000 Penalty: 5048.593750
	Iteration 60F: 3 clusters Score -2267158 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -2267191.500000 Penalty: 5048.593750
	Iteration 61Q: 3 clusters Score -2267192 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -2267223.250000 Penalty: 5048.593750
	Iteration 62Q: 3 clusters Score -2267223 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -2267270.000000 Penalty: 5048.593750
	Iteration 63Q: 3 clusters Score -2267270 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -2267287.500000 Penalty: 5048.593750
	Iteration 64Q: 3 clusters Score -2267288 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -2267296.750000 Penalty: 5048.593750
	Iteration 65Q: 3 clusters Score -2267297 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -2267319.500000 Penalty: 5048.593750
	Iteration 66Q: 3 clusters Score -2267320 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -2267345.250000 Penalty: 5048.593750
	Iteration 67Q: 3 clusters Score -2267345 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -2267353.750000 Penalty: 5048.593750
	Iteration 68Q: 3 clusters Score -2267354 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -2267374.250000 Penalty: 5048.593750
	Iteration 69Q: 3 clusters Score -2267374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -2267380.000000 Penalty: 5048.593750
	Iteration 70Q: 3 clusters Score -2267380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -2267386.750000 Penalty: 5048.593750
	Iteration 71Q: 3 clusters Score -2267387 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -2267394.000000 Penalty: 5048.593750
	Iteration 72Q: 3 clusters Score -2267394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -2267409.750000 Penalty: 5048.593750
	Iteration 73Q: 3 clusters Score -2267410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -2267409.250000 Penalty: 5048.593750
	Iteration 74Q: 3 clusters Score -2267409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -2267413.250000 Penalty: 5048.593750
	Iteration 75Q: 3 clusters Score -2267413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -2267419.250000 Penalty: 5048.593750
	Iteration 76Q: 3 clusters Score -2267419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -2267429.000000 Penalty: 5048.593750
	Iteration 77Q: 3 clusters Score -2267429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -2267425.750000 Penalty: 5048.593750
	Iteration 78Q: 3 clusters Score -2267426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -2267435.250000 Penalty: 5048.593750
	Iteration 79Q: 3 clusters Score -2267435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -2267436.000000 Penalty: 5048.593750
	Iteration 80F: 3 clusters Score -2267436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -2267436.750000 Penalty: 5048.593750
	Iteration 81Q: 3 clusters Score -2267437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -2267440.750000 Penalty: 5048.593750
	Iteration 82Q: 3 clusters Score -2267441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -2267439.000000 Penalty: 5048.593750
	Iteration 83Q: 3 clusters Score -2267439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -2267440.750000 Penalty: 5048.593750
	Iteration 84Q: 3 clusters Score -2267441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -2267446.750000 Penalty: 5048.593750
	Iteration 85Q: 3 clusters Score -2267447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -2267452.750000 Penalty: 5048.593750
	Iteration 86Q: 3 clusters Score -2267453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -2267454.750000 Penalty: 5048.593750
	Iteration 87Q: 3 clusters Score -2267455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -2267454.000000 Penalty: 5048.593750
	Iteration 88Q: 3 clusters Score -2267454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -2267452.500000 Penalty: 5048.593750
	Iteration 89Q: 3 clusters Score -2267452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -2267452.500000 Penalty: 5048.593750
	Iteration 90F: 3 clusters Score -2267452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Entering Unmasked Estep 
Score: -1079659.500000 Penalty: 2365.671143
	Iteration 0F: 2 clusters Score -1079660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1069612.500000 Penalty: 4731.342285
	Iteration 0F: 3 clusters Score -1069612 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1073064.875000 Penalty: 4731.342285
	Iteration 1F: 3 clusters Score -1073065 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1073823.250000 Penalty: 4731.342285
	Iteration 2F: 3 clusters Score -1073823 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1074440.250000 Penalty: 4731.342285
	Iteration 3F: 3 clusters Score -1074440 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1074985.000000 Penalty: 4731.342285
	Iteration 4F: 3 clusters Score -1074985 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1075425.375000 Penalty: 4731.342285
	Iteration 5F: 3 clusters Score -1075425 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1075786.125000 Penalty: 4731.342285
	Iteration 6Q: 3 clusters Score -1075786 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1076092.250000 Penalty: 4731.342285
	Iteration 7Q: 3 clusters Score -1076092 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1076364.750000 Penalty: 4731.342285
	Iteration 8Q: 3 clusters Score -1076365 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1076625.125000 Penalty: 4731.342285
	Iteration 9Q: 3 clusters Score -1076625 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1076831.625000 Penalty: 4731.342285
	Iteration 10Q: 3 clusters Score -1076832 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1076986.125000 Penalty: 4731.342285
	Iteration 11Q: 3 clusters Score -1076986 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1077136.250000 Penalty: 4731.342285
	Iteration 12Q: 3 clusters Score -1077136 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1077254.000000 Penalty: 4731.342285
	Iteration 13Q: 3 clusters Score -1077254 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1077371.875000 Penalty: 4731.342285
	Iteration 14Q: 3 clusters Score -1077372 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1077479.500000 Penalty: 4731.342285
	Iteration 15Q: 3 clusters Score -1077480 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1077579.625000 Penalty: 4731.342285
	Iteration 16Q: 3 clusters Score -1077580 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1077671.625000 Penalty: 4731.342285
	Iteration 17Q: 3 clusters Score -1077672 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1077771.625000 Penalty: 4731.342285
	Iteration 18Q: 3 clusters Score -1077772 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1077897.375000 Penalty: 4731.342285
	Iteration 19Q: 3 clusters Score -1077897 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1078029.125000 Penalty: 4731.342285
	Iteration 20F: 3 clusters Score -1078029 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1078140.375000 Penalty: 4731.342285
	Iteration 21Q: 3 clusters Score -1078140 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1078216.500000 Penalty: 4731.342285
	Iteration 22Q: 3 clusters Score -1078216 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1078265.375000 Penalty: 4731.342285
	Iteration 23Q: 3 clusters Score -1078265 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1078308.500000 Penalty: 4731.342285
	Iteration 24Q: 3 clusters Score -1078308 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1078348.250000 Penalty: 4731.342285
	Iteration 25Q: 3 clusters Score -1078348 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1078385.250000 Penalty: 4731.342285
	Iteration 26Q: 3 clusters Score -1078385 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1078420.750000 Penalty: 4731.342285
	Iteration 27Q: 3 clusters Score -1078421 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1078440.375000 Penalty: 4731.342285
	Iteration 28Q: 3 clusters Score -1078440 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1078458.125000 Penalty: 4731.342285
	Iteration 29Q: 3 clusters Score -1078458 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1078472.750000 Penalty: 4731.342285
	Iteration 30Q: 3 clusters Score -1078473 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1078485.250000 Penalty: 4731.342285
	Iteration 31Q: 3 clusters Score -1078485 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1078500.000000 Penalty: 4731.342285
	Iteration 32Q: 3 clusters Score -1078500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1078509.250000 Penalty: 4731.342285
	Iteration 33Q: 3 clusters Score -1078509 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1078520.750000 Penalty: 4731.342285
	Iteration 34Q: 3 clusters Score -1078521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1078529.250000 Penalty: 4731.342285
	Iteration 35Q: 3 clusters Score -1078529 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1078534.625000 Penalty: 4731.342285
	Iteration 36Q: 3 clusters Score -1078535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1078542.750000 Penalty: 4731.342285
	Iteration 37Q: 3 clusters Score -1078543 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1078552.375000 Penalty: 4731.342285
	Iteration 38Q: 3 clusters Score -1078552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1078564.500000 Penalty: 4731.342285
	Iteration 39Q: 3 clusters Score -1078564 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1078581.375000 Penalty: 4731.342285
	Iteration 40F: 3 clusters Score -1078581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1078586.625000 Penalty: 4731.342285
	Iteration 41Q: 3 clusters Score -1078587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1078594.500000 Penalty: 4731.342285
	Iteration 42Q: 3 clusters Score -1078594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1078601.625000 Penalty: 4731.342285
	Iteration 43Q: 3 clusters Score -1078602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1078606.500000 Penalty: 4731.342285
	Iteration 44Q: 3 clusters Score -1078606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1078609.625000 Penalty: 4731.342285
	Iteration 45Q: 3 clusters Score -1078610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1078615.875000 Penalty: 4731.342285
	Iteration 46Q: 3 clusters Score -1078616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1078618.375000 Penalty: 4731.342285
	Iteration 47Q: 3 clusters Score -1078618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1078620.250000 Penalty: 4731.342285
	Iteration 48Q: 3 clusters Score -1078620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1078620.875000 Penalty: 4731.342285
	Iteration 49Q: 3 clusters Score -1078621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1078625.625000 Penalty: 4731.342285
	Iteration 50Q: 3 clusters Score -1078626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1078626.375000 Penalty: 4731.342285
	Iteration 51Q: 3 clusters Score -1078626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1078627.500000 Penalty: 4731.342285
	Iteration 52Q: 3 clusters Score -1078628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1078627.750000 Penalty: 4731.342285
	Iteration 53Q: 3 clusters Score -1078628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1078629.250000 Penalty: 4731.342285
	Iteration 54Q: 3 clusters Score -1078629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1078628.500000 Penalty: 4731.342285
	Iteration 55Q: 3 clusters Score -1078628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1078630.000000 Penalty: 4731.342285
	Iteration 56Q: 3 clusters Score -1078630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1078630.500000 Penalty: 4731.342285
	Iteration 57Q: 3 clusters Score -1078630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1078629.750000 Penalty: 4731.342285
	Iteration 58Q: 3 clusters Score -1078630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1078631.375000 Penalty: 4731.342285
	Iteration 59Q: 3 clusters Score -1078631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1078631.000000 Penalty: 4731.342285
	Iteration 60F: 3 clusters Score -1078631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1078635.375000 Penalty: 4731.342285
	Iteration 61Q: 3 clusters Score -1078635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1078639.250000 Penalty: 4731.342285
	Iteration 62Q: 3 clusters Score -1078639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1078641.500000 Penalty: 4731.342285
	Iteration 63Q: 3 clusters Score -1078642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1078642.250000 Penalty: 4731.342285
	Iteration 64Q: 3 clusters Score -1078642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1078644.000000 Penalty: 4731.342285
	Iteration 65Q: 3 clusters Score -1078644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1078650.750000 Penalty: 4731.342285
	Iteration 66Q: 3 clusters Score -1078651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1078652.625000 Penalty: 4731.342285
	Iteration 67Q: 3 clusters Score -1078653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1078659.750000 Penalty: 4731.342285
	Iteration 68Q: 3 clusters Score -1078660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1078669.125000 Penalty: 4731.342285
	Iteration 69Q: 3 clusters Score -1078669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1078672.375000 Penalty: 4731.342285
	Iteration 70Q: 3 clusters Score -1078672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1078679.875000 Penalty: 4731.342285
	Iteration 71Q: 3 clusters Score -1078680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1078690.625000 Penalty: 4731.342285
	Iteration 72Q: 3 clusters Score -1078691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1078696.375000 Penalty: 4731.342285
	Iteration 73Q: 3 clusters Score -1078696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1078703.750000 Penalty: 4731.342285
	Iteration 74Q: 3 clusters Score -1078704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1078710.250000 Penalty: 4731.342285
	Iteration 75Q: 3 clusters Score -1078710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1078717.000000 Penalty: 4731.342285
	Iteration 76Q: 3 clusters Score -1078717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1078722.750000 Penalty: 4731.342285
	Iteration 77Q: 3 clusters Score -1078723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1078732.000000 Penalty: 4731.342285
	Iteration 78Q: 3 clusters Score -1078732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1078744.375000 Penalty: 4731.342285
	Iteration 79Q: 3 clusters Score -1078744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1078752.750000 Penalty: 4731.342285
	Iteration 80F: 3 clusters Score -1078753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1078761.250000 Penalty: 4731.342285
	Iteration 81Q: 3 clusters Score -1078761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1078769.375000 Penalty: 4731.342285
	Iteration 82Q: 3 clusters Score -1078769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1078773.750000 Penalty: 4731.342285
	Iteration 83Q: 3 clusters Score -1078774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1078775.000000 Penalty: 4731.342285
	Iteration 84Q: 3 clusters Score -1078775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1078776.375000 Penalty: 4731.342285
	Iteration 85Q: 3 clusters Score -1078776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1078781.375000 Penalty: 4731.342285
	Iteration 86Q: 3 clusters Score -1078781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1078783.750000 Penalty: 4731.342285
	Iteration 87Q: 3 clusters Score -1078784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1078784.000000 Penalty: 4731.342285
	Iteration 88Q: 3 clusters Score -1078784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1078788.375000 Penalty: 4731.342285
	Iteration 89Q: 3 clusters Score -1078788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1078791.125000 Penalty: 4731.342285
	Iteration 90Q: 3 clusters Score -1078791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1078796.250000 Penalty: 4731.342285
	Iteration 91Q: 3 clusters Score -1078796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1078796.125000 Penalty: 4731.342285
	Iteration 92Q: 3 clusters Score -1078796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1078798.750000 Penalty: 4731.342285
	Iteration 93Q: 3 clusters Score -1078799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1078800.250000 Penalty: 4731.342285
	Iteration 94Q: 3 clusters Score -1078800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1078804.625000 Penalty: 4731.342285
	Iteration 95Q: 3 clusters Score -1078805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1078808.500000 Penalty: 4731.342285
	Iteration 96Q: 3 clusters Score -1078808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1078811.375000 Penalty: 4731.342285
	Iteration 97Q: 3 clusters Score -1078811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1078812.250000 Penalty: 4731.342285
	Iteration 98Q: 3 clusters Score -1078812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1078813.375000 Penalty: 4731.342285
	Iteration 99Q: 3 clusters Score -1078813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1078812.500000 Penalty: 4731.342285
	Iteration 100F: 3 clusters Score -1078812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1078813.125000 Penalty: 4731.342285
	Iteration 101Q: 3 clusters Score -1078813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1078813.875000 Penalty: 4731.342285
	Iteration 102Q: 3 clusters Score -1078814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1078814.625000 Penalty: 4731.342285
	Iteration 103Q: 3 clusters Score -1078815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1078814.625000 Penalty: 4731.342285
	Iteration 104F: 3 clusters Score -1078815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -31366.855469 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -31366.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30049.904297 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -30049.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30221.361328 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -30221.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30268.337891 Penalty: 2912.570557
	Iteration 2Q: 3 clusters Score -30268.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30293.384766 Penalty: 2912.570557
	Iteration 3Q: 3 clusters Score -30293.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30315.775391 Penalty: 2912.570557
	Iteration 4Q: 3 clusters Score -30315.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30340.673828 Penalty: 2912.570557
	Iteration 5Q: 3 clusters Score -30340.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30350.210938 Penalty: 2912.570557
	Iteration 6Q: 3 clusters Score -30350.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -30358.115234 Penalty: 2912.570557
	Iteration 7Q: 3 clusters Score -30358.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30368.878906 Penalty: 2912.570557
	Iteration 8Q: 3 clusters Score -30368.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30378.068359 Penalty: 2912.570557
	Iteration 9Q: 3 clusters Score -30378.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30387.656250 Penalty: 2912.570557
	Iteration 10Q: 3 clusters Score -30387.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30394.464844 Penalty: 2912.570557
	Iteration 11Q: 3 clusters Score -30394.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30395.060547 Penalty: 2912.570557
	Iteration 12F: 3 clusters Score -30395.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -30403.367188 Penalty: 2912.570557
	Iteration 13Q: 3 clusters Score -30403.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -30416.746094 Penalty: 2912.570557
	Iteration 14Q: 3 clusters Score -30416.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -30421.613281 Penalty: 2912.570557
	Iteration 15Q: 3 clusters Score -30421.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30425.816406 Penalty: 2912.570557
	Iteration 16Q: 3 clusters Score -30425.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30425.816406 Penalty: 2912.570557
	Iteration 17F: 3 clusters Score -30425.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -46276.632812 Penalty: 1558.002075
	Iteration 0F: 2 clusters Score -46276.63 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 287 members 
Entering Unmasked Estep 
Score: -44750.707031 Penalty: 3116.004150
	Iteration 0F: 3 clusters Score -44750.71 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -45000.617188 Penalty: 3116.004150
	Iteration 1F: 3 clusters Score -45000.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -45097.183594 Penalty: 3116.004150
	Iteration 2F: 3 clusters Score -45097.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -45164.953125 Penalty: 3116.004150
	Iteration 3Q: 3 clusters Score -45164.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -45215.558594 Penalty: 3116.004150
	Iteration 4Q: 3 clusters Score -45215.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -45283.617188 Penalty: 3116.004150
	Iteration 5Q: 3 clusters Score -45283.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -45459.496094 Penalty: 3116.004150
	Iteration 6Q: 3 clusters Score -45459.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -45601.945312 Penalty: 3116.004150
	Iteration 7Q: 3 clusters Score -45601.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -45684.941406 Penalty: 3116.004150
	Iteration 8Q: 3 clusters Score -45684.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -45773.453125 Penalty: 3116.004150
	Iteration 9Q: 3 clusters Score -45773.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -45856.914062 Penalty: 3116.004150
	Iteration 10Q: 3 clusters Score -45856.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -46004.781250 Penalty: 3116.004150
	Iteration 11Q: 3 clusters Score -46004.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -46085.679688 Penalty: 3116.004150
	Iteration 12Q: 3 clusters Score -46085.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -46187.687500 Penalty: 3116.004150
	Iteration 13Q: 3 clusters Score -46187.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -46227.003906 Penalty: 3116.004150
	Iteration 14Q: 3 clusters Score -46227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -46238.054688 Penalty: 3116.004150
	Iteration 15Q: 3 clusters Score -46238.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -46247.453125 Penalty: 3116.004150
	Iteration 16Q: 3 clusters Score -46247.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -46262.980469 Penalty: 3116.004150
	Iteration 17Q: 3 clusters Score -46262.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -46273.484375 Penalty: 3116.004150
	Iteration 18Q: 3 clusters Score -46273.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -46281.488281 Penalty: 3116.004150
	Iteration 19Q: 3 clusters Score -46281.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -46300.984375 Penalty: 3116.004150
	Iteration 20F: 3 clusters Score -46300.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -46305.417969 Penalty: 3116.004150
	Iteration 21Q: 3 clusters Score -46305.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -46305.417969 Penalty: 3116.004150
	Iteration 22F: 3 clusters Score -46305.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58300 members 
Mstep: Class 5 contains 21602 members 
Mstep: Class 6 contains 7712 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6436 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90178 members 
Mstep: Class 11 contains 9041 members 
Mstep: Class 12 contains 31277 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10520 members 
Mstep: Class 16 contains 17032 members 
Mstep: Class 17 contains 4811 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28743 members 
Mstep: Class 20 contains 10426 members 
Mstep: Class 21 contains 14466 members 
Mstep: Class 22 contains 10074 members 
Mstep: Class 23 contains 26334 members 
Mstep: Class 24 contains 13891 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5577 members 
Mstep: Class 30 contains 17969 members 
Mstep: Class 31 contains 16888 members 
Mstep: Class 32 contains 10450 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12166 members 
Mstep: Class 36 contains 27673 members 
Mstep: Class 37 contains 19946 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8913 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16884 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7468 members 
Mstep: Class 45 contains 5364 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6038 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14461 members 
Mstep: Class 51 contains 4483 members 
Mstep: Class 52 contains 3436 members 
Mstep: Class 53 contains 16653 members 
Mstep: Class 54 contains 13753 members 
Mstep: Class 55 contains 298 members 
Entering Unmasked Estep 
Score: -64768460.000000 Penalty: 182530.078125
Splitting cluster 26 changes total score from -64770180.000000 to -64768460.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (9576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Entering Unmasked Estep 
Score: -1023267.500000 Penalty: 2273.419678
	Iteration 0F: 2 clusters Score -1023268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1015846.437500 Penalty: 4546.839355
	Iteration 0F: 3 clusters Score -1015846 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1017876.437500 Penalty: 4546.839355
	Iteration 1F: 3 clusters Score -1017876 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1018206.812500 Penalty: 4546.839355
	Iteration 2F: 3 clusters Score -1018207 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1018502.062500 Penalty: 4546.839355
	Iteration 3F: 3 clusters Score -1018502 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1018839.000000 Penalty: 4546.839355
	Iteration 4F: 3 clusters Score -1018839 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1019123.000000 Penalty: 4546.839355
	Iteration 5Q: 3 clusters Score -1019123 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1019364.562500 Penalty: 4546.839355
	Iteration 6Q: 3 clusters Score -1019365 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1019568.000000 Penalty: 4546.839355
	Iteration 7Q: 3 clusters Score -1019568 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1019733.000000 Penalty: 4546.839355
	Iteration 8Q: 3 clusters Score -1019733 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1019868.000000 Penalty: 4546.839355
	Iteration 9Q: 3 clusters Score -1019868 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1019970.312500 Penalty: 4546.839355
	Iteration 10Q: 3 clusters Score -1019970 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1020065.312500 Penalty: 4546.839355
	Iteration 11Q: 3 clusters Score -1020065 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1020160.187500 Penalty: 4546.839355
	Iteration 12Q: 3 clusters Score -1020160 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1020250.812500 Penalty: 4546.839355
	Iteration 13Q: 3 clusters Score -1020251 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1020332.000000 Penalty: 4546.839355
	Iteration 14Q: 3 clusters Score -1020332 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1020427.875000 Penalty: 4546.839355
	Iteration 15Q: 3 clusters Score -1020428 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1020511.125000 Penalty: 4546.839355
	Iteration 16Q: 3 clusters Score -1020511 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1020596.750000 Penalty: 4546.839355
	Iteration 17Q: 3 clusters Score -1020597 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1020674.187500 Penalty: 4546.839355
	Iteration 18Q: 3 clusters Score -1020674 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1020739.750000 Penalty: 4546.839355
	Iteration 19Q: 3 clusters Score -1020740 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1020795.187500 Penalty: 4546.839355
	Iteration 20F: 3 clusters Score -1020795 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1020837.625000 Penalty: 4546.839355
	Iteration 21Q: 3 clusters Score -1020838 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1020880.562500 Penalty: 4546.839355
	Iteration 22Q: 3 clusters Score -1020881 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1020912.375000 Penalty: 4546.839355
	Iteration 23Q: 3 clusters Score -1020912 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1020948.687500 Penalty: 4546.839355
	Iteration 24Q: 3 clusters Score -1020949 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1020982.812500 Penalty: 4546.839355
	Iteration 25Q: 3 clusters Score -1020983 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1021018.625000 Penalty: 4546.839355
	Iteration 26Q: 3 clusters Score -1021019 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1021060.437500 Penalty: 4546.839355
	Iteration 27Q: 3 clusters Score -1021060 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1021097.000000 Penalty: 4546.839355
	Iteration 28Q: 3 clusters Score -1021097 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1021134.250000 Penalty: 4546.839355
	Iteration 29Q: 3 clusters Score -1021134 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1021166.562500 Penalty: 4546.839355
	Iteration 30Q: 3 clusters Score -1021167 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1021197.500000 Penalty: 4546.839355
	Iteration 31Q: 3 clusters Score -1021198 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1021229.250000 Penalty: 4546.839355
	Iteration 32Q: 3 clusters Score -1021229 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1021259.062500 Penalty: 4546.839355
	Iteration 33Q: 3 clusters Score -1021259 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1021283.500000 Penalty: 4546.839355
	Iteration 34Q: 3 clusters Score -1021284 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1021306.687500 Penalty: 4546.839355
	Iteration 35Q: 3 clusters Score -1021307 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1021330.875000 Penalty: 4546.839355
	Iteration 36Q: 3 clusters Score -1021331 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1021356.312500 Penalty: 4546.839355
	Iteration 37Q: 3 clusters Score -1021356 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1021382.437500 Penalty: 4546.839355
	Iteration 38Q: 3 clusters Score -1021382 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1021408.875000 Penalty: 4546.839355
	Iteration 39Q: 3 clusters Score -1021409 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1021433.375000 Penalty: 4546.839355
	Iteration 40F: 3 clusters Score -1021433 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1021469.000000 Penalty: 4546.839355
	Iteration 41Q: 3 clusters Score -1021469 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1021508.937500 Penalty: 4546.839355
	Iteration 42Q: 3 clusters Score -1021509 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1021546.875000 Penalty: 4546.839355
	Iteration 43Q: 3 clusters Score -1021547 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1021589.875000 Penalty: 4546.839355
	Iteration 44Q: 3 clusters Score -1021590 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1021634.750000 Penalty: 4546.839355
	Iteration 45Q: 3 clusters Score -1021635 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1021689.062500 Penalty: 4546.839355
	Iteration 46Q: 3 clusters Score -1021689 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1021736.750000 Penalty: 4546.839355
	Iteration 47Q: 3 clusters Score -1021737 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1021780.437500 Penalty: 4546.839355
	Iteration 48Q: 3 clusters Score -1021780 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1021828.375000 Penalty: 4546.839355
	Iteration 49Q: 3 clusters Score -1021828 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1021871.750000 Penalty: 4546.839355
	Iteration 50Q: 3 clusters Score -1021872 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1021922.187500 Penalty: 4546.839355
	Iteration 51Q: 3 clusters Score -1021922 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1021955.812500 Penalty: 4546.839355
	Iteration 52Q: 3 clusters Score -1021956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1021976.750000 Penalty: 4546.839355
	Iteration 53Q: 3 clusters Score -1021977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1021989.437500 Penalty: 4546.839355
	Iteration 54Q: 3 clusters Score -1021989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1021996.750000 Penalty: 4546.839355
	Iteration 55Q: 3 clusters Score -1021997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1022006.812500 Penalty: 4546.839355
	Iteration 56Q: 3 clusters Score -1022007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1022011.937500 Penalty: 4546.839355
	Iteration 57Q: 3 clusters Score -1022012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1022016.937500 Penalty: 4546.839355
	Iteration 58Q: 3 clusters Score -1022017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1022019.375000 Penalty: 4546.839355
	Iteration 59Q: 3 clusters Score -1022019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1022019.375000 Penalty: 4546.839355
	Iteration 60F: 3 clusters Score -1022019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Entering Unmasked Estep 
Score: -1547893.125000 Penalty: 2368.775879
	Iteration 0F: 2 clusters Score -1547893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1537629.375000 Penalty: 4737.551758
	Iteration 0F: 3 clusters Score -1537629 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1540804.875000 Penalty: 4737.551758
	Iteration 1F: 3 clusters Score -1540805 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1541130.250000 Penalty: 4737.551758
	Iteration 2F: 3 clusters Score -1541130 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1541357.000000 Penalty: 4737.551758
	Iteration 3Q: 3 clusters Score -1541357 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1541553.500000 Penalty: 4737.551758
	Iteration 4Q: 3 clusters Score -1541554 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1541739.375000 Penalty: 4737.551758
	Iteration 5Q: 3 clusters Score -1541739 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1541927.000000 Penalty: 4737.551758
	Iteration 6Q: 3 clusters Score -1541927 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1542148.375000 Penalty: 4737.551758
	Iteration 7Q: 3 clusters Score -1542148 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1542430.750000 Penalty: 4737.551758
	Iteration 8Q: 3 clusters Score -1542431 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1542787.875000 Penalty: 4737.551758
	Iteration 9Q: 3 clusters Score -1542788 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1543197.875000 Penalty: 4737.551758
	Iteration 10Q: 3 clusters Score -1543198 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1543638.500000 Penalty: 4737.551758
	Iteration 11Q: 3 clusters Score -1543638 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1544095.125000 Penalty: 4737.551758
	Iteration 12Q: 3 clusters Score -1544095 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1544506.250000 Penalty: 4737.551758
	Iteration 13Q: 3 clusters Score -1544506 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1544863.375000 Penalty: 4737.551758
	Iteration 14Q: 3 clusters Score -1544863 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1545149.500000 Penalty: 4737.551758
	Iteration 15Q: 3 clusters Score -1545150 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1545359.125000 Penalty: 4737.551758
	Iteration 16Q: 3 clusters Score -1545359 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1545489.875000 Penalty: 4737.551758
	Iteration 17Q: 3 clusters Score -1545490 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1545588.000000 Penalty: 4737.551758
	Iteration 18Q: 3 clusters Score -1545588 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1545655.125000 Penalty: 4737.551758
	Iteration 19Q: 3 clusters Score -1545655 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1545706.750000 Penalty: 4737.551758
	Iteration 20F: 3 clusters Score -1545707 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1545759.125000 Penalty: 4737.551758
	Iteration 21Q: 3 clusters Score -1545759 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1545790.000000 Penalty: 4737.551758
	Iteration 22Q: 3 clusters Score -1545790 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1545811.500000 Penalty: 4737.551758
	Iteration 23Q: 3 clusters Score -1545812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1545829.125000 Penalty: 4737.551758
	Iteration 24Q: 3 clusters Score -1545829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1545841.250000 Penalty: 4737.551758
	Iteration 25Q: 3 clusters Score -1545841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1545854.375000 Penalty: 4737.551758
	Iteration 26Q: 3 clusters Score -1545854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1545862.125000 Penalty: 4737.551758
	Iteration 27Q: 3 clusters Score -1545862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1545873.625000 Penalty: 4737.551758
	Iteration 28Q: 3 clusters Score -1545874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1545881.875000 Penalty: 4737.551758
	Iteration 29Q: 3 clusters Score -1545882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1545896.750000 Penalty: 4737.551758
	Iteration 30Q: 3 clusters Score -1545897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1545901.250000 Penalty: 4737.551758
	Iteration 31Q: 3 clusters Score -1545901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1545903.625000 Penalty: 4737.551758
	Iteration 32Q: 3 clusters Score -1545904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1545907.000000 Penalty: 4737.551758
	Iteration 33Q: 3 clusters Score -1545907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1545908.250000 Penalty: 4737.551758
	Iteration 34Q: 3 clusters Score -1545908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1545915.875000 Penalty: 4737.551758
	Iteration 35Q: 3 clusters Score -1545916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1545922.500000 Penalty: 4737.551758
	Iteration 36Q: 3 clusters Score -1545922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1545925.125000 Penalty: 4737.551758
	Iteration 37Q: 3 clusters Score -1545925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1545927.500000 Penalty: 4737.551758
	Iteration 38Q: 3 clusters Score -1545928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1545929.875000 Penalty: 4737.551758
	Iteration 39Q: 3 clusters Score -1545930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1545930.875000 Penalty: 4737.551758
	Iteration 40F: 3 clusters Score -1545931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Entering Unmasked Estep 
Score: -542693.750000 Penalty: 2139.348877
	Iteration 0F: 2 clusters Score -542693.8 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 2810 members 
Entering Unmasked Estep 
Score: -537854.687500 Penalty: 4278.697754
	Iteration 0F: 3 clusters Score -537854.7 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -539435.687500 Penalty: 4278.697754
	Iteration 1F: 3 clusters Score -539435.7 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -540305.187500 Penalty: 4278.697754
	Iteration 2F: 3 clusters Score -540305.2 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -541122.687500 Penalty: 4278.697754
	Iteration 3F: 3 clusters Score -541122.7 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -541715.562500 Penalty: 4278.697754
	Iteration 4F: 3 clusters Score -541715.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -542080.937500 Penalty: 4278.697754
	Iteration 5F: 3 clusters Score -542080.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -542275.625000 Penalty: 4278.697754
	Iteration 6Q: 3 clusters Score -542275.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -542371.625000 Penalty: 4278.697754
	Iteration 7Q: 3 clusters Score -542371.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -542432.500000 Penalty: 4278.697754
	Iteration 8Q: 3 clusters Score -542432.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -542473.500000 Penalty: 4278.697754
	Iteration 9Q: 3 clusters Score -542473.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -542495.500000 Penalty: 4278.697754
	Iteration 10Q: 3 clusters Score -542495.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -542513.687500 Penalty: 4278.697754
	Iteration 11Q: 3 clusters Score -542513.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -542525.562500 Penalty: 4278.697754
	Iteration 12Q: 3 clusters Score -542525.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -542536.937500 Penalty: 4278.697754
	Iteration 13Q: 3 clusters Score -542536.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -542546.562500 Penalty: 4278.697754
	Iteration 14Q: 3 clusters Score -542546.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -542552.937500 Penalty: 4278.697754
	Iteration 15Q: 3 clusters Score -542552.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -542559.312500 Penalty: 4278.697754
	Iteration 16Q: 3 clusters Score -542559.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -542565.812500 Penalty: 4278.697754
	Iteration 17Q: 3 clusters Score -542565.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -542572.312500 Penalty: 4278.697754
	Iteration 18Q: 3 clusters Score -542572.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -542578.500000 Penalty: 4278.697754
	Iteration 19Q: 3 clusters Score -542578.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -542584.562500 Penalty: 4278.697754
	Iteration 20F: 3 clusters Score -542584.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -542589.875000 Penalty: 4278.697754
	Iteration 21Q: 3 clusters Score -542589.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -542594.750000 Penalty: 4278.697754
	Iteration 22Q: 3 clusters Score -542594.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -542598.875000 Penalty: 4278.697754
	Iteration 23Q: 3 clusters Score -542598.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -542607.312500 Penalty: 4278.697754
	Iteration 24Q: 3 clusters Score -542607.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -542613.250000 Penalty: 4278.697754
	Iteration 25Q: 3 clusters Score -542613.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -542614.937500 Penalty: 4278.697754
	Iteration 26Q: 3 clusters Score -542614.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -542620.437500 Penalty: 4278.697754
	Iteration 27Q: 3 clusters Score -542620.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -542626.000000 Penalty: 4278.697754
	Iteration 28Q: 3 clusters Score -542626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -542637.000000 Penalty: 4278.697754
	Iteration 29Q: 3 clusters Score -542637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -542643.937500 Penalty: 4278.697754
	Iteration 30Q: 3 clusters Score -542643.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -542647.937500 Penalty: 4278.697754
	Iteration 31Q: 3 clusters Score -542647.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -542649.187500 Penalty: 4278.697754
	Iteration 32Q: 3 clusters Score -542649.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -542650.687500 Penalty: 4278.697754
	Iteration 33Q: 3 clusters Score -542650.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -542656.625000 Penalty: 4278.697754
	Iteration 34Q: 3 clusters Score -542656.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -542656.937500 Penalty: 4278.697754
	Iteration 35Q: 3 clusters Score -542656.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -542658.062500 Penalty: 4278.697754
	Iteration 36Q: 3 clusters Score -542658.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -542658.250000 Penalty: 4278.697754
	Iteration 37Q: 3 clusters Score -542658.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -542658.250000 Penalty: 4278.697754
	Iteration 38F: 3 clusters Score -542658.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (17969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Entering Unmasked Estep 
Score: -1726541.250000 Penalty: 2429.507812
	Iteration 0F: 2 clusters Score -1726541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1713878.750000 Penalty: 4859.015625
	Iteration 0F: 3 clusters Score -1713879 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1718204.500000 Penalty: 4859.015625
	Iteration 1F: 3 clusters Score -1718204 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1718855.000000 Penalty: 4859.015625
	Iteration 2F: 3 clusters Score -1718855 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1719487.500000 Penalty: 4859.015625
	Iteration 3F: 3 clusters Score -1719488 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1720176.375000 Penalty: 4859.015625
	Iteration 4F: 3 clusters Score -1720176 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1720910.000000 Penalty: 4859.015625
	Iteration 5F: 3 clusters Score -1720910 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1721746.750000 Penalty: 4859.015625
	Iteration 6F: 3 clusters Score -1721747 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1722515.500000 Penalty: 4859.015625
	Iteration 7F: 3 clusters Score -1722516 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1723128.250000 Penalty: 4859.015625
	Iteration 8F: 3 clusters Score -1723128 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1723550.875000 Penalty: 4859.015625
	Iteration 9Q: 3 clusters Score -1723551 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1723870.625000 Penalty: 4859.015625
	Iteration 10Q: 3 clusters Score -1723871 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1724108.375000 Penalty: 4859.015625
	Iteration 11Q: 3 clusters Score -1724108 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1724256.000000 Penalty: 4859.015625
	Iteration 12Q: 3 clusters Score -1724256 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1724342.375000 Penalty: 4859.015625
	Iteration 13Q: 3 clusters Score -1724342 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1724405.000000 Penalty: 4859.015625
	Iteration 14Q: 3 clusters Score -1724405 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1724447.625000 Penalty: 4859.015625
	Iteration 15Q: 3 clusters Score -1724448 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1724488.375000 Penalty: 4859.015625
	Iteration 16Q: 3 clusters Score -1724488 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1724520.625000 Penalty: 4859.015625
	Iteration 17Q: 3 clusters Score -1724521 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1724553.125000 Penalty: 4859.015625
	Iteration 18Q: 3 clusters Score -1724553 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1724571.625000 Penalty: 4859.015625
	Iteration 19Q: 3 clusters Score -1724572 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1724595.125000 Penalty: 4859.015625
	Iteration 20F: 3 clusters Score -1724595 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1724614.875000 Penalty: 4859.015625
	Iteration 21Q: 3 clusters Score -1724615 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1724638.375000 Penalty: 4859.015625
	Iteration 22Q: 3 clusters Score -1724638 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1724658.250000 Penalty: 4859.015625
	Iteration 23Q: 3 clusters Score -1724658 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1724672.500000 Penalty: 4859.015625
	Iteration 24Q: 3 clusters Score -1724672 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1724694.625000 Penalty: 4859.015625
	Iteration 25Q: 3 clusters Score -1724695 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1724710.500000 Penalty: 4859.015625
	Iteration 26Q: 3 clusters Score -1724710 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1724725.125000 Penalty: 4859.015625
	Iteration 27Q: 3 clusters Score -1724725 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1724740.125000 Penalty: 4859.015625
	Iteration 28Q: 3 clusters Score -1724740 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1724751.875000 Penalty: 4859.015625
	Iteration 29Q: 3 clusters Score -1724752 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1724761.250000 Penalty: 4859.015625
	Iteration 30Q: 3 clusters Score -1724761 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1724768.125000 Penalty: 4859.015625
	Iteration 31Q: 3 clusters Score -1724768 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1724769.250000 Penalty: 4859.015625
	Iteration 32Q: 3 clusters Score -1724769 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1724781.750000 Penalty: 4859.015625
	Iteration 33Q: 3 clusters Score -1724782 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1724790.000000 Penalty: 4859.015625
	Iteration 34Q: 3 clusters Score -1724790 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1724800.125000 Penalty: 4859.015625
	Iteration 35Q: 3 clusters Score -1724800 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1724808.375000 Penalty: 4859.015625
	Iteration 36Q: 3 clusters Score -1724808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1724818.000000 Penalty: 4859.015625
	Iteration 37Q: 3 clusters Score -1724818 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1724821.125000 Penalty: 4859.015625
	Iteration 38Q: 3 clusters Score -1724821 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1724832.500000 Penalty: 4859.015625
	Iteration 39Q: 3 clusters Score -1724832 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1724837.500000 Penalty: 4859.015625
	Iteration 40F: 3 clusters Score -1724838 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1724842.500000 Penalty: 4859.015625
	Iteration 41Q: 3 clusters Score -1724842 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1724853.625000 Penalty: 4859.015625
	Iteration 42Q: 3 clusters Score -1724854 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1724858.625000 Penalty: 4859.015625
	Iteration 43Q: 3 clusters Score -1724859 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1724862.875000 Penalty: 4859.015625
	Iteration 44Q: 3 clusters Score -1724863 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1724872.875000 Penalty: 4859.015625
	Iteration 45Q: 3 clusters Score -1724873 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1724881.625000 Penalty: 4859.015625
	Iteration 46Q: 3 clusters Score -1724882 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1724891.375000 Penalty: 4859.015625
	Iteration 47Q: 3 clusters Score -1724891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1724890.375000 Penalty: 4859.015625
	Iteration 48Q: 3 clusters Score -1724890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1724890.000000 Penalty: 4859.015625
	Iteration 49Q: 3 clusters Score -1724890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1724894.125000 Penalty: 4859.015625
	Iteration 50Q: 3 clusters Score -1724894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1724895.000000 Penalty: 4859.015625
	Iteration 51Q: 3 clusters Score -1724895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1724894.125000 Penalty: 4859.015625
	Iteration 52Q: 3 clusters Score -1724894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1724899.750000 Penalty: 4859.015625
	Iteration 53Q: 3 clusters Score -1724900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1724899.000000 Penalty: 4859.015625
	Iteration 54Q: 3 clusters Score -1724899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1724899.875000 Penalty: 4859.015625
	Iteration 55Q: 3 clusters Score -1724900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1724905.625000 Penalty: 4859.015625
	Iteration 56Q: 3 clusters Score -1724906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1724907.625000 Penalty: 4859.015625
	Iteration 57Q: 3 clusters Score -1724908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1724912.875000 Penalty: 4859.015625
	Iteration 58Q: 3 clusters Score -1724913 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1724917.125000 Penalty: 4859.015625
	Iteration 59Q: 3 clusters Score -1724917 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1724924.250000 Penalty: 4859.015625
	Iteration 60F: 3 clusters Score -1724924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1724925.625000 Penalty: 4859.015625
	Iteration 61Q: 3 clusters Score -1724926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1724926.250000 Penalty: 4859.015625
	Iteration 62Q: 3 clusters Score -1724926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1724923.375000 Penalty: 4859.015625
	Iteration 63Q: 3 clusters Score -1724923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1724933.875000 Penalty: 4859.015625
	Iteration 64Q: 3 clusters Score -1724934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1724935.500000 Penalty: 4859.015625
	Iteration 65Q: 3 clusters Score -1724936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1724939.375000 Penalty: 4859.015625
	Iteration 66Q: 3 clusters Score -1724939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1724938.875000 Penalty: 4859.015625
	Iteration 67Q: 3 clusters Score -1724939 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1724939.750000 Penalty: 4859.015625
	Iteration 68Q: 3 clusters Score -1724940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1724948.000000 Penalty: 4859.015625
	Iteration 69Q: 3 clusters Score -1724948 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1724953.625000 Penalty: 4859.015625
	Iteration 70Q: 3 clusters Score -1724954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1724959.750000 Penalty: 4859.015625
	Iteration 71Q: 3 clusters Score -1724960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1724962.500000 Penalty: 4859.015625
	Iteration 72Q: 3 clusters Score -1724962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1724962.250000 Penalty: 4859.015625
	Iteration 73Q: 3 clusters Score -1724962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1724964.875000 Penalty: 4859.015625
	Iteration 74Q: 3 clusters Score -1724965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1724968.000000 Penalty: 4859.015625
	Iteration 75Q: 3 clusters Score -1724968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1724965.500000 Penalty: 4859.015625
	Iteration 76Q: 3 clusters Score -1724966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1724971.625000 Penalty: 4859.015625
	Iteration 77Q: 3 clusters Score -1724972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1724973.625000 Penalty: 4859.015625
	Iteration 78Q: 3 clusters Score -1724974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1724970.625000 Penalty: 4859.015625
	Iteration 79Q: 3 clusters Score -1724971 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1724972.000000 Penalty: 4859.015625
	Iteration 80F: 3 clusters Score -1724972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1724982.000000 Penalty: 4859.015625
	Iteration 81Q: 3 clusters Score -1724982 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1724992.750000 Penalty: 4859.015625
	Iteration 82Q: 3 clusters Score -1724993 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1724992.500000 Penalty: 4859.015625
	Iteration 83Q: 3 clusters Score -1724992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1724996.625000 Penalty: 4859.015625
	Iteration 84Q: 3 clusters Score -1724997 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1725003.125000 Penalty: 4859.015625
	Iteration 85Q: 3 clusters Score -1725003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1725010.625000 Penalty: 4859.015625
	Iteration 86Q: 3 clusters Score -1725011 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1725012.375000 Penalty: 4859.015625
	Iteration 87Q: 3 clusters Score -1725012 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1725020.250000 Penalty: 4859.015625
	Iteration 88Q: 3 clusters Score -1725020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1725027.500000 Penalty: 4859.015625
	Iteration 89Q: 3 clusters Score -1725028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1725034.375000 Penalty: 4859.015625
	Iteration 90Q: 3 clusters Score -1725034 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1725042.125000 Penalty: 4859.015625
	Iteration 91Q: 3 clusters Score -1725042 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1725041.625000 Penalty: 4859.015625
	Iteration 92Q: 3 clusters Score -1725042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1725046.875000 Penalty: 4859.015625
	Iteration 93Q: 3 clusters Score -1725047 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1725047.125000 Penalty: 4859.015625
	Iteration 94Q: 3 clusters Score -1725047 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1725051.375000 Penalty: 4859.015625
	Iteration 95Q: 3 clusters Score -1725051 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1725055.750000 Penalty: 4859.015625
	Iteration 96Q: 3 clusters Score -1725056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1725061.500000 Penalty: 4859.015625
	Iteration 97Q: 3 clusters Score -1725062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1725071.500000 Penalty: 4859.015625
	Iteration 98Q: 3 clusters Score -1725072 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1725071.625000 Penalty: 4859.015625
	Iteration 99Q: 3 clusters Score -1725072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1725081.500000 Penalty: 4859.015625
	Iteration 100F: 3 clusters Score -1725082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1725082.500000 Penalty: 4859.015625
	Iteration 101Q: 3 clusters Score -1725082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1725087.625000 Penalty: 4859.015625
	Iteration 102Q: 3 clusters Score -1725088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1725094.875000 Penalty: 4859.015625
	Iteration 103Q: 3 clusters Score -1725095 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1725104.625000 Penalty: 4859.015625
	Iteration 104Q: 3 clusters Score -1725105 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1725112.500000 Penalty: 4859.015625
	Iteration 105Q: 3 clusters Score -1725112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1725120.375000 Penalty: 4859.015625
	Iteration 106Q: 3 clusters Score -1725120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1725122.250000 Penalty: 4859.015625
	Iteration 107Q: 3 clusters Score -1725122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1725125.375000 Penalty: 4859.015625
	Iteration 108Q: 3 clusters Score -1725125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1725125.875000 Penalty: 4859.015625
	Iteration 109Q: 3 clusters Score -1725126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1725129.625000 Penalty: 4859.015625
	Iteration 110Q: 3 clusters Score -1725130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1725133.750000 Penalty: 4859.015625
	Iteration 111Q: 3 clusters Score -1725134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1725129.125000 Penalty: 4859.015625
	Iteration 112Q: 3 clusters Score -1725129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1725135.750000 Penalty: 4859.015625
	Iteration 113Q: 3 clusters Score -1725136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1725140.250000 Penalty: 4859.015625
	Iteration 114Q: 3 clusters Score -1725140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1725145.125000 Penalty: 4859.015625
	Iteration 115Q: 3 clusters Score -1725145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1725143.375000 Penalty: 4859.015625
	Iteration 116Q: 3 clusters Score -1725143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1725147.125000 Penalty: 4859.015625
	Iteration 117Q: 3 clusters Score -1725147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1725153.375000 Penalty: 4859.015625
	Iteration 118Q: 3 clusters Score -1725153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1725159.250000 Penalty: 4859.015625
	Iteration 119Q: 3 clusters Score -1725159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1725158.000000 Penalty: 4859.015625
	Iteration 120F: 3 clusters Score -1725158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1725158.625000 Penalty: 4859.015625
	Iteration 121Q: 3 clusters Score -1725159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1725161.250000 Penalty: 4859.015625
	Iteration 122Q: 3 clusters Score -1725161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1725162.000000 Penalty: 4859.015625
	Iteration 123Q: 3 clusters Score -1725162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1725167.750000 Penalty: 4859.015625
	Iteration 124Q: 3 clusters Score -1725168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1725168.375000 Penalty: 4859.015625
	Iteration 125Q: 3 clusters Score -1725168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1725172.500000 Penalty: 4859.015625
	Iteration 126Q: 3 clusters Score -1725172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1725167.750000 Penalty: 4859.015625
	Iteration 127Q: 3 clusters Score -1725168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1725172.500000 Penalty: 4859.015625
	Iteration 128Q: 3 clusters Score -1725172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1725171.000000 Penalty: 4859.015625
	Iteration 129Q: 3 clusters Score -1725171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1725174.375000 Penalty: 4859.015625
	Iteration 130Q: 3 clusters Score -1725174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1725175.500000 Penalty: 4859.015625
	Iteration 131Q: 3 clusters Score -1725176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1725172.875000 Penalty: 4859.015625
	Iteration 132Q: 3 clusters Score -1725173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1725176.375000 Penalty: 4859.015625
	Iteration 133Q: 3 clusters Score -1725176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1725176.250000 Penalty: 4859.015625
	Iteration 134Q: 3 clusters Score -1725176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1725176.875000 Penalty: 4859.015625
	Iteration 135Q: 3 clusters Score -1725177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1725176.750000 Penalty: 4859.015625
	Iteration 136Q: 3 clusters Score -1725177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1725176.875000 Penalty: 4859.015625
	Iteration 137Q: 3 clusters Score -1725177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1725177.000000 Penalty: 4859.015625
	Iteration 138Q: 3 clusters Score -1725177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1725180.500000 Penalty: 4859.015625
	Iteration 139Q: 3 clusters Score -1725180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1725177.875000 Penalty: 4859.015625
	Iteration 140F: 3 clusters Score -1725178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1725180.875000 Penalty: 4859.015625
	Iteration 141Q: 3 clusters Score -1725181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1725183.500000 Penalty: 4859.015625
	Iteration 142Q: 3 clusters Score -1725184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1725185.750000 Penalty: 4859.015625
	Iteration 143Q: 3 clusters Score -1725186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1725189.375000 Penalty: 4859.015625
	Iteration 144Q: 3 clusters Score -1725189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1725187.625000 Penalty: 4859.015625
	Iteration 145Q: 3 clusters Score -1725188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1725186.125000 Penalty: 4859.015625
	Iteration 146Q: 3 clusters Score -1725186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1725187.500000 Penalty: 4859.015625
	Iteration 147Q: 3 clusters Score -1725188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1725188.875000 Penalty: 4859.015625
	Iteration 148Q: 3 clusters Score -1725189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1725186.375000 Penalty: 4859.015625
	Iteration 149Q: 3 clusters Score -1725186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1725186.375000 Penalty: 4859.015625
	Iteration 150F: 3 clusters Score -1725186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (16888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Entering Unmasked Estep 
Score: -1808578.875000 Penalty: 2414.121094
	Iteration 0F: 2 clusters Score -1808579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1796536.625000 Penalty: 4828.242188
	Iteration 0F: 3 clusters Score -1796537 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1800527.375000 Penalty: 4828.242188
	Iteration 1F: 3 clusters Score -1800527 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1800970.375000 Penalty: 4828.242188
	Iteration 2F: 3 clusters Score -1800970 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1801372.250000 Penalty: 4828.242188
	Iteration 3F: 3 clusters Score -1801372 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1801757.750000 Penalty: 4828.242188
	Iteration 4Q: 3 clusters Score -1801758 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1802216.875000 Penalty: 4828.242188
	Iteration 5Q: 3 clusters Score -1802217 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1802799.250000 Penalty: 4828.242188
	Iteration 6Q: 3 clusters Score -1802799 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1803445.000000 Penalty: 4828.242188
	Iteration 7F: 3 clusters Score -1803445 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1804097.250000 Penalty: 4828.242188
	Iteration 8F: 3 clusters Score -1804097 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1804640.625000 Penalty: 4828.242188
	Iteration 9Q: 3 clusters Score -1804641 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1805043.500000 Penalty: 4828.242188
	Iteration 10Q: 3 clusters Score -1805044 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1805304.000000 Penalty: 4828.242188
	Iteration 11Q: 3 clusters Score -1805304 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1805477.875000 Penalty: 4828.242188
	Iteration 12Q: 3 clusters Score -1805478 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1805585.750000 Penalty: 4828.242188
	Iteration 13Q: 3 clusters Score -1805586 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1805665.625000 Penalty: 4828.242188
	Iteration 14Q: 3 clusters Score -1805666 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1805714.125000 Penalty: 4828.242188
	Iteration 15Q: 3 clusters Score -1805714 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1805747.875000 Penalty: 4828.242188
	Iteration 16Q: 3 clusters Score -1805748 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1805779.000000 Penalty: 4828.242188
	Iteration 17Q: 3 clusters Score -1805779 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1805803.625000 Penalty: 4828.242188
	Iteration 18Q: 3 clusters Score -1805804 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1805823.750000 Penalty: 4828.242188
	Iteration 19Q: 3 clusters Score -1805824 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1805839.750000 Penalty: 4828.242188
	Iteration 20F: 3 clusters Score -1805840 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1805861.875000 Penalty: 4828.242188
	Iteration 21Q: 3 clusters Score -1805862 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1805882.625000 Penalty: 4828.242188
	Iteration 22Q: 3 clusters Score -1805883 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1805897.250000 Penalty: 4828.242188
	Iteration 23Q: 3 clusters Score -1805897 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1805906.000000 Penalty: 4828.242188
	Iteration 24Q: 3 clusters Score -1805906 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1805923.125000 Penalty: 4828.242188
	Iteration 25Q: 3 clusters Score -1805923 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1805935.375000 Penalty: 4828.242188
	Iteration 26Q: 3 clusters Score -1805935 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1805954.625000 Penalty: 4828.242188
	Iteration 27Q: 3 clusters Score -1805955 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1805982.750000 Penalty: 4828.242188
	Iteration 28Q: 3 clusters Score -1805983 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1806013.500000 Penalty: 4828.242188
	Iteration 29Q: 3 clusters Score -1806014 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1806039.000000 Penalty: 4828.242188
	Iteration 30Q: 3 clusters Score -1806039 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1806065.375000 Penalty: 4828.242188
	Iteration 31Q: 3 clusters Score -1806065 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1806078.125000 Penalty: 4828.242188
	Iteration 32Q: 3 clusters Score -1806078 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1806092.750000 Penalty: 4828.242188
	Iteration 33Q: 3 clusters Score -1806093 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1806102.125000 Penalty: 4828.242188
	Iteration 34Q: 3 clusters Score -1806102 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1806117.125000 Penalty: 4828.242188
	Iteration 35Q: 3 clusters Score -1806117 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1806136.625000 Penalty: 4828.242188
	Iteration 36Q: 3 clusters Score -1806137 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1806149.500000 Penalty: 4828.242188
	Iteration 37Q: 3 clusters Score -1806150 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1806161.125000 Penalty: 4828.242188
	Iteration 38Q: 3 clusters Score -1806161 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1806165.250000 Penalty: 4828.242188
	Iteration 39Q: 3 clusters Score -1806165 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1806164.250000 Penalty: 4828.242188
	Iteration 40F: 3 clusters Score -1806164 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1806173.750000 Penalty: 4828.242188
	Iteration 41Q: 3 clusters Score -1806174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1806174.625000 Penalty: 4828.242188
	Iteration 42Q: 3 clusters Score -1806175 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1806179.375000 Penalty: 4828.242188
	Iteration 43Q: 3 clusters Score -1806179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1806185.000000 Penalty: 4828.242188
	Iteration 44Q: 3 clusters Score -1806185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1806180.500000 Penalty: 4828.242188
	Iteration 45Q: 3 clusters Score -1806180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1806184.375000 Penalty: 4828.242188
	Iteration 46Q: 3 clusters Score -1806184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1806185.000000 Penalty: 4828.242188
	Iteration 47Q: 3 clusters Score -1806185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1806183.125000 Penalty: 4828.242188
	Iteration 48Q: 3 clusters Score -1806183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1806184.500000 Penalty: 4828.242188
	Iteration 49Q: 3 clusters Score -1806184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1806186.000000 Penalty: 4828.242188
	Iteration 50Q: 3 clusters Score -1806186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1806186.250000 Penalty: 4828.242188
	Iteration 51Q: 3 clusters Score -1806186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1806189.750000 Penalty: 4828.242188
	Iteration 52Q: 3 clusters Score -1806190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1806188.125000 Penalty: 4828.242188
	Iteration 53Q: 3 clusters Score -1806188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1806185.625000 Penalty: 4828.242188
	Iteration 54Q: 3 clusters Score -1806186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1806186.375000 Penalty: 4828.242188
	Iteration 55Q: 3 clusters Score -1806186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1806186.375000 Penalty: 4828.242188
	Iteration 56F: 3 clusters Score -1806186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Entering Unmasked Estep 
Score: -1058679.750000 Penalty: 2295.080566
	Iteration 0F: 2 clusters Score -1058680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1050751.875000 Penalty: 4590.161133
	Iteration 0F: 3 clusters Score -1050752 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1053167.125000 Penalty: 4590.161133
	Iteration 1F: 3 clusters Score -1053167 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1053564.875000 Penalty: 4590.161133
	Iteration 2F: 3 clusters Score -1053565 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1053841.500000 Penalty: 4590.161133
	Iteration 3F: 3 clusters Score -1053842 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1054096.000000 Penalty: 4590.161133
	Iteration 4Q: 3 clusters Score -1054096 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1054302.875000 Penalty: 4590.161133
	Iteration 5Q: 3 clusters Score -1054303 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1054484.375000 Penalty: 4590.161133
	Iteration 6Q: 3 clusters Score -1054484 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1054659.625000 Penalty: 4590.161133
	Iteration 7Q: 3 clusters Score -1054660 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1054836.500000 Penalty: 4590.161133
	Iteration 8Q: 3 clusters Score -1054836 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1054998.000000 Penalty: 4590.161133
	Iteration 9Q: 3 clusters Score -1054998 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1055151.000000 Penalty: 4590.161133
	Iteration 10Q: 3 clusters Score -1055151 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1055323.750000 Penalty: 4590.161133
	Iteration 11Q: 3 clusters Score -1055324 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1055495.250000 Penalty: 4590.161133
	Iteration 12Q: 3 clusters Score -1055495 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1055642.375000 Penalty: 4590.161133
	Iteration 13Q: 3 clusters Score -1055642 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1055766.375000 Penalty: 4590.161133
	Iteration 14Q: 3 clusters Score -1055766 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1055880.125000 Penalty: 4590.161133
	Iteration 15Q: 3 clusters Score -1055880 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1055982.875000 Penalty: 4590.161133
	Iteration 16Q: 3 clusters Score -1055983 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1056068.625000 Penalty: 4590.161133
	Iteration 17Q: 3 clusters Score -1056069 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1056156.000000 Penalty: 4590.161133
	Iteration 18Q: 3 clusters Score -1056156 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1056243.625000 Penalty: 4590.161133
	Iteration 19Q: 3 clusters Score -1056244 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1056325.500000 Penalty: 4590.161133
	Iteration 20F: 3 clusters Score -1056326 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1056380.375000 Penalty: 4590.161133
	Iteration 21Q: 3 clusters Score -1056380 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1056437.625000 Penalty: 4590.161133
	Iteration 22Q: 3 clusters Score -1056438 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1056496.375000 Penalty: 4590.161133
	Iteration 23Q: 3 clusters Score -1056496 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1056555.375000 Penalty: 4590.161133
	Iteration 24Q: 3 clusters Score -1056555 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1056602.125000 Penalty: 4590.161133
	Iteration 25Q: 3 clusters Score -1056602 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1056655.500000 Penalty: 4590.161133
	Iteration 26Q: 3 clusters Score -1056656 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1056696.625000 Penalty: 4590.161133
	Iteration 27Q: 3 clusters Score -1056697 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1056735.000000 Penalty: 4590.161133
	Iteration 28Q: 3 clusters Score -1056735 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1056770.250000 Penalty: 4590.161133
	Iteration 29Q: 3 clusters Score -1056770 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1056800.000000 Penalty: 4590.161133
	Iteration 30Q: 3 clusters Score -1056800 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1056840.375000 Penalty: 4590.161133
	Iteration 31Q: 3 clusters Score -1056840 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1056880.000000 Penalty: 4590.161133
	Iteration 32Q: 3 clusters Score -1056880 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1056913.125000 Penalty: 4590.161133
	Iteration 33Q: 3 clusters Score -1056913 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1056958.875000 Penalty: 4590.161133
	Iteration 34Q: 3 clusters Score -1056959 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1056992.000000 Penalty: 4590.161133
	Iteration 35Q: 3 clusters Score -1056992 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1057012.000000 Penalty: 4590.161133
	Iteration 36Q: 3 clusters Score -1057012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1057029.750000 Penalty: 4590.161133
	Iteration 37Q: 3 clusters Score -1057030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1057044.250000 Penalty: 4590.161133
	Iteration 38Q: 3 clusters Score -1057044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1057059.375000 Penalty: 4590.161133
	Iteration 39Q: 3 clusters Score -1057059 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1057074.875000 Penalty: 4590.161133
	Iteration 40F: 3 clusters Score -1057075 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1057087.625000 Penalty: 4590.161133
	Iteration 41Q: 3 clusters Score -1057088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1057091.625000 Penalty: 4590.161133
	Iteration 42Q: 3 clusters Score -1057092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1057098.625000 Penalty: 4590.161133
	Iteration 43Q: 3 clusters Score -1057099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1057104.750000 Penalty: 4590.161133
	Iteration 44Q: 3 clusters Score -1057105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1057110.250000 Penalty: 4590.161133
	Iteration 45Q: 3 clusters Score -1057110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1057115.000000 Penalty: 4590.161133
	Iteration 46Q: 3 clusters Score -1057115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1057121.750000 Penalty: 4590.161133
	Iteration 47Q: 3 clusters Score -1057122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1057126.125000 Penalty: 4590.161133
	Iteration 48Q: 3 clusters Score -1057126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1057125.750000 Penalty: 4590.161133
	Iteration 49Q: 3 clusters Score -1057126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1057127.250000 Penalty: 4590.161133
	Iteration 50Q: 3 clusters Score -1057127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1057131.125000 Penalty: 4590.161133
	Iteration 51Q: 3 clusters Score -1057131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1057133.250000 Penalty: 4590.161133
	Iteration 52Q: 3 clusters Score -1057133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1057134.875000 Penalty: 4590.161133
	Iteration 53Q: 3 clusters Score -1057135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1057137.125000 Penalty: 4590.161133
	Iteration 54Q: 3 clusters Score -1057137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1057139.500000 Penalty: 4590.161133
	Iteration 55Q: 3 clusters Score -1057140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1057140.125000 Penalty: 4590.161133
	Iteration 56Q: 3 clusters Score -1057140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1057143.250000 Penalty: 4590.161133
	Iteration 57Q: 3 clusters Score -1057143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1057146.875000 Penalty: 4590.161133
	Iteration 58Q: 3 clusters Score -1057147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1057147.250000 Penalty: 4590.161133
	Iteration 59Q: 3 clusters Score -1057147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1057148.000000 Penalty: 4590.161133
	Iteration 60F: 3 clusters Score -1057148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1057150.375000 Penalty: 4590.161133
	Iteration 61Q: 3 clusters Score -1057150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1057156.375000 Penalty: 4590.161133
	Iteration 62Q: 3 clusters Score -1057156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1057157.750000 Penalty: 4590.161133
	Iteration 63Q: 3 clusters Score -1057158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1057163.250000 Penalty: 4590.161133
	Iteration 64Q: 3 clusters Score -1057163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1057162.875000 Penalty: 4590.161133
	Iteration 65Q: 3 clusters Score -1057163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1057163.125000 Penalty: 4590.161133
	Iteration 66Q: 3 clusters Score -1057163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1057163.125000 Penalty: 4590.161133
	Iteration 67F: 3 clusters Score -1057163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Entering Unmasked Estep 
Score: -756289.875000 Penalty: 2192.786621
	Iteration 0F: 2 clusters Score -756289.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -750518.062500 Penalty: 4385.573242
	Iteration 0F: 3 clusters Score -750518.1 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -752004.187500 Penalty: 4385.573242
	Iteration 1F: 3 clusters Score -752004.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -752275.000000 Penalty: 4385.573242
	Iteration 2F: 3 clusters Score -752275 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -752522.187500 Penalty: 4385.573242
	Iteration 3F: 3 clusters Score -752522.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -752777.500000 Penalty: 4385.573242
	Iteration 4F: 3 clusters Score -752777.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -753089.812500 Penalty: 4385.573242
	Iteration 5Q: 3 clusters Score -753089.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -753462.000000 Penalty: 4385.573242
	Iteration 6Q: 3 clusters Score -753462 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -753800.562500 Penalty: 4385.573242
	Iteration 7Q: 3 clusters Score -753800.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -754041.000000 Penalty: 4385.573242
	Iteration 8Q: 3 clusters Score -754041 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -754217.437500 Penalty: 4385.573242
	Iteration 9Q: 3 clusters Score -754217.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -754350.000000 Penalty: 4385.573242
	Iteration 10Q: 3 clusters Score -754350 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -754443.500000 Penalty: 4385.573242
	Iteration 11Q: 3 clusters Score -754443.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -754513.375000 Penalty: 4385.573242
	Iteration 12Q: 3 clusters Score -754513.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -754566.875000 Penalty: 4385.573242
	Iteration 13Q: 3 clusters Score -754566.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -754613.125000 Penalty: 4385.573242
	Iteration 14Q: 3 clusters Score -754613.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -754652.812500 Penalty: 4385.573242
	Iteration 15Q: 3 clusters Score -754652.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -754685.125000 Penalty: 4385.573242
	Iteration 16Q: 3 clusters Score -754685.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -754708.625000 Penalty: 4385.573242
	Iteration 17Q: 3 clusters Score -754708.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -754727.125000 Penalty: 4385.573242
	Iteration 18Q: 3 clusters Score -754727.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -754739.437500 Penalty: 4385.573242
	Iteration 19Q: 3 clusters Score -754739.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -754751.750000 Penalty: 4385.573242
	Iteration 20F: 3 clusters Score -754751.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -754765.312500 Penalty: 4385.573242
	Iteration 21Q: 3 clusters Score -754765.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -754775.250000 Penalty: 4385.573242
	Iteration 22Q: 3 clusters Score -754775.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -754789.000000 Penalty: 4385.573242
	Iteration 23Q: 3 clusters Score -754789 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -754805.625000 Penalty: 4385.573242
	Iteration 24Q: 3 clusters Score -754805.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -754823.375000 Penalty: 4385.573242
	Iteration 25Q: 3 clusters Score -754823.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -754838.375000 Penalty: 4385.573242
	Iteration 26Q: 3 clusters Score -754838.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -754851.437500 Penalty: 4385.573242
	Iteration 27Q: 3 clusters Score -754851.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -754860.187500 Penalty: 4385.573242
	Iteration 28Q: 3 clusters Score -754860.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -754870.000000 Penalty: 4385.573242
	Iteration 29Q: 3 clusters Score -754870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -754877.875000 Penalty: 4385.573242
	Iteration 30Q: 3 clusters Score -754877.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -754886.562500 Penalty: 4385.573242
	Iteration 31Q: 3 clusters Score -754886.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -754894.750000 Penalty: 4385.573242
	Iteration 32Q: 3 clusters Score -754894.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -754901.125000 Penalty: 4385.573242
	Iteration 33Q: 3 clusters Score -754901.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -754910.125000 Penalty: 4385.573242
	Iteration 34Q: 3 clusters Score -754910.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -754923.437500 Penalty: 4385.573242
	Iteration 35Q: 3 clusters Score -754923.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -754940.187500 Penalty: 4385.573242
	Iteration 36Q: 3 clusters Score -754940.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -754953.875000 Penalty: 4385.573242
	Iteration 37Q: 3 clusters Score -754953.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -754973.812500 Penalty: 4385.573242
	Iteration 38Q: 3 clusters Score -754973.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -754990.812500 Penalty: 4385.573242
	Iteration 39Q: 3 clusters Score -754990.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -755006.250000 Penalty: 4385.573242
	Iteration 40F: 3 clusters Score -755006.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -755024.687500 Penalty: 4385.573242
	Iteration 41Q: 3 clusters Score -755024.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -755044.250000 Penalty: 4385.573242
	Iteration 42Q: 3 clusters Score -755044.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -755061.187500 Penalty: 4385.573242
	Iteration 43Q: 3 clusters Score -755061.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -755072.937500 Penalty: 4385.573242
	Iteration 44Q: 3 clusters Score -755072.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -755082.187500 Penalty: 4385.573242
	Iteration 45Q: 3 clusters Score -755082.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -755099.437500 Penalty: 4385.573242
	Iteration 46Q: 3 clusters Score -755099.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -755116.625000 Penalty: 4385.573242
	Iteration 47Q: 3 clusters Score -755116.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -755140.875000 Penalty: 4385.573242
	Iteration 48Q: 3 clusters Score -755140.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -755171.750000 Penalty: 4385.573242
	Iteration 49Q: 3 clusters Score -755171.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -755223.750000 Penalty: 4385.573242
	Iteration 50Q: 3 clusters Score -755223.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -755280.625000 Penalty: 4385.573242
	Iteration 51Q: 3 clusters Score -755280.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -755345.437500 Penalty: 4385.573242
	Iteration 52Q: 3 clusters Score -755345.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -755425.562500 Penalty: 4385.573242
	Iteration 53Q: 3 clusters Score -755425.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -755488.375000 Penalty: 4385.573242
	Iteration 54Q: 3 clusters Score -755488.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -755532.562500 Penalty: 4385.573242
	Iteration 55Q: 3 clusters Score -755532.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -755559.500000 Penalty: 4385.573242
	Iteration 56Q: 3 clusters Score -755559.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -755584.625000 Penalty: 4385.573242
	Iteration 57Q: 3 clusters Score -755584.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -755600.500000 Penalty: 4385.573242
	Iteration 58Q: 3 clusters Score -755600.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -755615.562500 Penalty: 4385.573242
	Iteration 59Q: 3 clusters Score -755615.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -755622.375000 Penalty: 4385.573242
	Iteration 60F: 3 clusters Score -755622.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -755627.250000 Penalty: 4385.573242
	Iteration 61Q: 3 clusters Score -755627.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -755630.125000 Penalty: 4385.573242
	Iteration 62Q: 3 clusters Score -755630.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -755633.750000 Penalty: 4385.573242
	Iteration 63Q: 3 clusters Score -755633.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -755637.000000 Penalty: 4385.573242
	Iteration 64Q: 3 clusters Score -755637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -755637.375000 Penalty: 4385.573242
	Iteration 65Q: 3 clusters Score -755637.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -755638.687500 Penalty: 4385.573242
	Iteration 66Q: 3 clusters Score -755638.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -755637.062500 Penalty: 4385.573242
	Iteration 67Q: 3 clusters Score -755637.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -755638.562500 Penalty: 4385.573242
	Iteration 68Q: 3 clusters Score -755638.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -755639.500000 Penalty: 4385.573242
	Iteration 69Q: 3 clusters Score -755639.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -755640.187500 Penalty: 4385.573242
	Iteration 70Q: 3 clusters Score -755640.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -755640.375000 Penalty: 4385.573242
	Iteration 71Q: 3 clusters Score -755640.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -755640.375000 Penalty: 4385.573242
	Iteration 72F: 3 clusters Score -755640.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Entering Unmasked Estep 
Score: -501626.500000 Penalty: 2094.373047
	Iteration 0F: 2 clusters Score -501626.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -497313.312500 Penalty: 4188.746094
	Iteration 0F: 3 clusters Score -497313.3 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -498319.750000 Penalty: 4188.746094
	Iteration 1F: 3 clusters Score -498319.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -498671.343750 Penalty: 4188.746094
	Iteration 2F: 3 clusters Score -498671.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -499058.500000 Penalty: 4188.746094
	Iteration 3F: 3 clusters Score -499058.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -499421.375000 Penalty: 4188.746094
	Iteration 4F: 3 clusters Score -499421.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -499751.625000 Penalty: 4188.746094
	Iteration 5F: 3 clusters Score -499751.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -500067.906250 Penalty: 4188.746094
	Iteration 6F: 3 clusters Score -500067.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -500311.437500 Penalty: 4188.746094
	Iteration 7F: 3 clusters Score -500311.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -500469.312500 Penalty: 4188.746094
	Iteration 8Q: 3 clusters Score -500469.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -500556.656250 Penalty: 4188.746094
	Iteration 9Q: 3 clusters Score -500556.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -500615.656250 Penalty: 4188.746094
	Iteration 10Q: 3 clusters Score -500615.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -500647.187500 Penalty: 4188.746094
	Iteration 11Q: 3 clusters Score -500647.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -500669.531250 Penalty: 4188.746094
	Iteration 12Q: 3 clusters Score -500669.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -500690.000000 Penalty: 4188.746094
	Iteration 13Q: 3 clusters Score -500690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -500707.187500 Penalty: 4188.746094
	Iteration 14Q: 3 clusters Score -500707.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -500720.656250 Penalty: 4188.746094
	Iteration 15Q: 3 clusters Score -500720.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -500731.187500 Penalty: 4188.746094
	Iteration 16Q: 3 clusters Score -500731.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -500736.312500 Penalty: 4188.746094
	Iteration 17Q: 3 clusters Score -500736.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -500740.156250 Penalty: 4188.746094
	Iteration 18Q: 3 clusters Score -500740.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -500746.968750 Penalty: 4188.746094
	Iteration 19Q: 3 clusters Score -500747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -500758.593750 Penalty: 4188.746094
	Iteration 20F: 3 clusters Score -500758.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -500764.593750 Penalty: 4188.746094
	Iteration 21Q: 3 clusters Score -500764.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -500767.000000 Penalty: 4188.746094
	Iteration 22Q: 3 clusters Score -500767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -500770.500000 Penalty: 4188.746094
	Iteration 23Q: 3 clusters Score -500770.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -500773.406250 Penalty: 4188.746094
	Iteration 24Q: 3 clusters Score -500773.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -500775.031250 Penalty: 4188.746094
	Iteration 25Q: 3 clusters Score -500775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -500775.937500 Penalty: 4188.746094
	Iteration 26Q: 3 clusters Score -500775.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -500777.156250 Penalty: 4188.746094
	Iteration 27Q: 3 clusters Score -500777.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -500776.718750 Penalty: 4188.746094
	Iteration 28Q: 3 clusters Score -500776.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -500778.687500 Penalty: 4188.746094
	Iteration 29Q: 3 clusters Score -500778.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -500779.593750 Penalty: 4188.746094
	Iteration 30Q: 3 clusters Score -500779.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -500780.250000 Penalty: 4188.746094
	Iteration 31Q: 3 clusters Score -500780.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -500781.000000 Penalty: 4188.746094
	Iteration 32Q: 3 clusters Score -500781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -500782.250000 Penalty: 4188.746094
	Iteration 33Q: 3 clusters Score -500782.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -500783.750000 Penalty: 4188.746094
	Iteration 34Q: 3 clusters Score -500783.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -500785.375000 Penalty: 4188.746094
	Iteration 35Q: 3 clusters Score -500785.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -500786.437500 Penalty: 4188.746094
	Iteration 36Q: 3 clusters Score -500786.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -500786.906250 Penalty: 4188.746094
	Iteration 37Q: 3 clusters Score -500786.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -500786.406250 Penalty: 4188.746094
	Iteration 38Q: 3 clusters Score -500786.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -500786.406250 Penalty: 4188.746094
	Iteration 39F: 3 clusters Score -500786.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (12166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Entering Unmasked Estep 
Score: -1320007.125000 Penalty: 2332.787354
	Iteration 0F: 2 clusters Score -1320007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1311000.500000 Penalty: 4665.574707
	Iteration 0F: 3 clusters Score -1311000 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1313749.875000 Penalty: 4665.574707
	Iteration 1F: 3 clusters Score -1313750 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1314112.375000 Penalty: 4665.574707
	Iteration 2F: 3 clusters Score -1314112 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1314390.125000 Penalty: 4665.574707
	Iteration 3F: 3 clusters Score -1314390 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1314613.250000 Penalty: 4665.574707
	Iteration 4Q: 3 clusters Score -1314613 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1314816.375000 Penalty: 4665.574707
	Iteration 5Q: 3 clusters Score -1314816 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1315011.000000 Penalty: 4665.574707
	Iteration 6Q: 3 clusters Score -1315011 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1315184.000000 Penalty: 4665.574707
	Iteration 7Q: 3 clusters Score -1315184 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1315357.125000 Penalty: 4665.574707
	Iteration 8Q: 3 clusters Score -1315357 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1315530.875000 Penalty: 4665.574707
	Iteration 9Q: 3 clusters Score -1315531 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1315710.875000 Penalty: 4665.574707
	Iteration 10Q: 3 clusters Score -1315711 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1315912.375000 Penalty: 4665.574707
	Iteration 11Q: 3 clusters Score -1315912 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1316149.125000 Penalty: 4665.574707
	Iteration 12Q: 3 clusters Score -1316149 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1316357.625000 Penalty: 4665.574707
	Iteration 13Q: 3 clusters Score -1316358 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1316576.250000 Penalty: 4665.574707
	Iteration 14Q: 3 clusters Score -1316576 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1316763.000000 Penalty: 4665.574707
	Iteration 15Q: 3 clusters Score -1316763 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1316920.250000 Penalty: 4665.574707
	Iteration 16Q: 3 clusters Score -1316920 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1317071.375000 Penalty: 4665.574707
	Iteration 17Q: 3 clusters Score -1317071 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1317213.250000 Penalty: 4665.574707
	Iteration 18Q: 3 clusters Score -1317213 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1317328.250000 Penalty: 4665.574707
	Iteration 19Q: 3 clusters Score -1317328 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1317421.000000 Penalty: 4665.574707
	Iteration 20F: 3 clusters Score -1317421 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1317502.875000 Penalty: 4665.574707
	Iteration 21Q: 3 clusters Score -1317503 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1317590.125000 Penalty: 4665.574707
	Iteration 22Q: 3 clusters Score -1317590 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1317659.125000 Penalty: 4665.574707
	Iteration 23Q: 3 clusters Score -1317659 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1317710.250000 Penalty: 4665.574707
	Iteration 24Q: 3 clusters Score -1317710 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1317759.500000 Penalty: 4665.574707
	Iteration 25Q: 3 clusters Score -1317760 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1317807.875000 Penalty: 4665.574707
	Iteration 26Q: 3 clusters Score -1317808 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1317846.000000 Penalty: 4665.574707
	Iteration 27Q: 3 clusters Score -1317846 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1317877.500000 Penalty: 4665.574707
	Iteration 28Q: 3 clusters Score -1317878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1317902.375000 Penalty: 4665.574707
	Iteration 29Q: 3 clusters Score -1317902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1317917.000000 Penalty: 4665.574707
	Iteration 30Q: 3 clusters Score -1317917 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1317938.500000 Penalty: 4665.574707
	Iteration 31Q: 3 clusters Score -1317938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1317963.000000 Penalty: 4665.574707
	Iteration 32Q: 3 clusters Score -1317963 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1317982.125000 Penalty: 4665.574707
	Iteration 33Q: 3 clusters Score -1317982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1317995.000000 Penalty: 4665.574707
	Iteration 34Q: 3 clusters Score -1317995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1318004.250000 Penalty: 4665.574707
	Iteration 35Q: 3 clusters Score -1318004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1318018.625000 Penalty: 4665.574707
	Iteration 36Q: 3 clusters Score -1318019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1318029.125000 Penalty: 4665.574707
	Iteration 37Q: 3 clusters Score -1318029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1318029.250000 Penalty: 4665.574707
	Iteration 38Q: 3 clusters Score -1318029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1318029.625000 Penalty: 4665.574707
	Iteration 39Q: 3 clusters Score -1318030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1318032.625000 Penalty: 4665.574707
	Iteration 40F: 3 clusters Score -1318033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1318033.125000 Penalty: 4665.574707
	Iteration 41Q: 3 clusters Score -1318033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1318034.250000 Penalty: 4665.574707
	Iteration 42Q: 3 clusters Score -1318034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1318037.250000 Penalty: 4665.574707
	Iteration 43Q: 3 clusters Score -1318037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1318042.250000 Penalty: 4665.574707
	Iteration 44Q: 3 clusters Score -1318042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1318044.500000 Penalty: 4665.574707
	Iteration 45Q: 3 clusters Score -1318044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1318047.875000 Penalty: 4665.574707
	Iteration 46Q: 3 clusters Score -1318048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1318047.250000 Penalty: 4665.574707
	Iteration 47Q: 3 clusters Score -1318047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1318047.250000 Penalty: 4665.574707
	Iteration 48F: 3 clusters Score -1318047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (27673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Entering Unmasked Estep 
Score: -3032652.250000 Penalty: 2536.596680
	Iteration 0F: 2 clusters Score -3032652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -3013537.000000 Penalty: 5073.193359
	Iteration 0F: 3 clusters Score -3013537 nChanged 12359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -3020210.000000 Penalty: 5073.193359
	Iteration 1F: 3 clusters Score -3020210 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -3020668.750000 Penalty: 5073.193359
	Iteration 2Q: 3 clusters Score -3020669 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -3021132.500000 Penalty: 5073.193359
	Iteration 3Q: 3 clusters Score -3021132 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -3021653.500000 Penalty: 5073.193359
	Iteration 4Q: 3 clusters Score -3021654 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -3022190.750000 Penalty: 5073.193359
	Iteration 5Q: 3 clusters Score -3022191 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -3022734.000000 Penalty: 5073.193359
	Iteration 6Q: 3 clusters Score -3022734 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -3023352.750000 Penalty: 5073.193359
	Iteration 7Q: 3 clusters Score -3023353 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -3024140.000000 Penalty: 5073.193359
	Iteration 8Q: 3 clusters Score -3024140 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -3025128.250000 Penalty: 5073.193359
	Iteration 9F: 3 clusters Score -3025128 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -3026321.250000 Penalty: 5073.193359
	Iteration 10F: 3 clusters Score -3026321 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -3027533.500000 Penalty: 5073.193359
	Iteration 11F: 3 clusters Score -3027534 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -3028463.000000 Penalty: 5073.193359
	Iteration 12Q: 3 clusters Score -3028463 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -3029080.750000 Penalty: 5073.193359
	Iteration 13Q: 3 clusters Score -3029081 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -3029402.500000 Penalty: 5073.193359
	Iteration 14Q: 3 clusters Score -3029402 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -3029578.500000 Penalty: 5073.193359
	Iteration 15Q: 3 clusters Score -3029578 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -3029682.750000 Penalty: 5073.193359
	Iteration 16Q: 3 clusters Score -3029683 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -3029749.500000 Penalty: 5073.193359
	Iteration 17Q: 3 clusters Score -3029750 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -3029797.750000 Penalty: 5073.193359
	Iteration 18Q: 3 clusters Score -3029798 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -3029840.000000 Penalty: 5073.193359
	Iteration 19Q: 3 clusters Score -3029840 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -3029851.250000 Penalty: 5073.193359
	Iteration 20F: 3 clusters Score -3029851 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -3029875.250000 Penalty: 5073.193359
	Iteration 21Q: 3 clusters Score -3029875 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -3029899.250000 Penalty: 5073.193359
	Iteration 22Q: 3 clusters Score -3029899 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -3029906.250000 Penalty: 5073.193359
	Iteration 23Q: 3 clusters Score -3029906 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -3029912.750000 Penalty: 5073.193359
	Iteration 24Q: 3 clusters Score -3029913 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -3029920.750000 Penalty: 5073.193359
	Iteration 25Q: 3 clusters Score -3029921 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -3029929.500000 Penalty: 5073.193359
	Iteration 26Q: 3 clusters Score -3029930 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -3029950.250000 Penalty: 5073.193359
	Iteration 27Q: 3 clusters Score -3029950 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -3029963.500000 Penalty: 5073.193359
	Iteration 28Q: 3 clusters Score -3029964 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -3029977.500000 Penalty: 5073.193359
	Iteration 29Q: 3 clusters Score -3029978 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -3029988.250000 Penalty: 5073.193359
	Iteration 30Q: 3 clusters Score -3029988 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -3029994.750000 Penalty: 5073.193359
	Iteration 31Q: 3 clusters Score -3029995 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -3030008.250000 Penalty: 5073.193359
	Iteration 32Q: 3 clusters Score -3030008 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -3030018.250000 Penalty: 5073.193359
	Iteration 33Q: 3 clusters Score -3030018 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -3030035.250000 Penalty: 5073.193359
	Iteration 34Q: 3 clusters Score -3030035 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -3030039.750000 Penalty: 5073.193359
	Iteration 35Q: 3 clusters Score -3030040 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -3030057.000000 Penalty: 5073.193359
	Iteration 36Q: 3 clusters Score -3030057 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -3030063.250000 Penalty: 5073.193359
	Iteration 37Q: 3 clusters Score -3030063 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -3030072.250000 Penalty: 5073.193359
	Iteration 38Q: 3 clusters Score -3030072 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -3030090.500000 Penalty: 5073.193359
	Iteration 39Q: 3 clusters Score -3030090 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -3030104.500000 Penalty: 5073.193359
	Iteration 40F: 3 clusters Score -3030104 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -3030110.500000 Penalty: 5073.193359
	Iteration 41Q: 3 clusters Score -3030110 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -3030125.750000 Penalty: 5073.193359
	Iteration 42Q: 3 clusters Score -3030126 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -3030133.750000 Penalty: 5073.193359
	Iteration 43Q: 3 clusters Score -3030134 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -3030152.500000 Penalty: 5073.193359
	Iteration 44Q: 3 clusters Score -3030152 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -3030147.500000 Penalty: 5073.193359
	Iteration 45Q: 3 clusters Score -3030148 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -3030159.250000 Penalty: 5073.193359
	Iteration 46Q: 3 clusters Score -3030159 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -3030181.250000 Penalty: 5073.193359
	Iteration 47Q: 3 clusters Score -3030181 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -3030182.500000 Penalty: 5073.193359
	Iteration 48Q: 3 clusters Score -3030182 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -3030193.250000 Penalty: 5073.193359
	Iteration 49Q: 3 clusters Score -3030193 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -3030203.250000 Penalty: 5073.193359
	Iteration 50Q: 3 clusters Score -3030203 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -3030208.250000 Penalty: 5073.193359
	Iteration 51Q: 3 clusters Score -3030208 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -3030216.250000 Penalty: 5073.193359
	Iteration 52Q: 3 clusters Score -3030216 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -3030216.500000 Penalty: 5073.193359
	Iteration 53Q: 3 clusters Score -3030216 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -3030231.000000 Penalty: 5073.193359
	Iteration 54Q: 3 clusters Score -3030231 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -3030255.250000 Penalty: 5073.193359
	Iteration 55Q: 3 clusters Score -3030255 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -3030262.500000 Penalty: 5073.193359
	Iteration 56Q: 3 clusters Score -3030262 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -3030290.000000 Penalty: 5073.193359
	Iteration 57Q: 3 clusters Score -3030290 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -3030281.250000 Penalty: 5073.193359
	Iteration 58Q: 3 clusters Score -3030281 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -3030291.750000 Penalty: 5073.193359
	Iteration 59Q: 3 clusters Score -3030292 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -3030309.000000 Penalty: 5073.193359
	Iteration 60F: 3 clusters Score -3030309 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -3030322.250000 Penalty: 5073.193359
	Iteration 61Q: 3 clusters Score -3030322 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -3030331.000000 Penalty: 5073.193359
	Iteration 62Q: 3 clusters Score -3030331 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -3030342.000000 Penalty: 5073.193359
	Iteration 63Q: 3 clusters Score -3030342 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -3030344.250000 Penalty: 5073.193359
	Iteration 64Q: 3 clusters Score -3030344 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -3030368.750000 Penalty: 5073.193359
	Iteration 65Q: 3 clusters Score -3030369 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -3030363.750000 Penalty: 5073.193359
	Iteration 66Q: 3 clusters Score -3030364 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -3030378.250000 Penalty: 5073.193359
	Iteration 67Q: 3 clusters Score -3030378 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -3030387.500000 Penalty: 5073.193359
	Iteration 68Q: 3 clusters Score -3030388 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -3030391.500000 Penalty: 5073.193359
	Iteration 69Q: 3 clusters Score -3030392 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -3030410.500000 Penalty: 5073.193359
	Iteration 70Q: 3 clusters Score -3030410 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -3030420.750000 Penalty: 5073.193359
	Iteration 71Q: 3 clusters Score -3030421 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -3030419.250000 Penalty: 5073.193359
	Iteration 72Q: 3 clusters Score -3030419 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -3030434.250000 Penalty: 5073.193359
	Iteration 73Q: 3 clusters Score -3030434 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -3030432.500000 Penalty: 5073.193359
	Iteration 74Q: 3 clusters Score -3030432 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -3030449.750000 Penalty: 5073.193359
	Iteration 75Q: 3 clusters Score -3030450 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -3030452.250000 Penalty: 5073.193359
	Iteration 76Q: 3 clusters Score -3030452 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -3030467.000000 Penalty: 5073.193359
	Iteration 77Q: 3 clusters Score -3030467 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -3030466.250000 Penalty: 5073.193359
	Iteration 78Q: 3 clusters Score -3030466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -3030464.750000 Penalty: 5073.193359
	Iteration 79Q: 3 clusters Score -3030465 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -3030481.000000 Penalty: 5073.193359
	Iteration 80F: 3 clusters Score -3030481 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -3030487.750000 Penalty: 5073.193359
	Iteration 81Q: 3 clusters Score -3030488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -3030495.750000 Penalty: 5073.193359
	Iteration 82Q: 3 clusters Score -3030496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -3030498.000000 Penalty: 5073.193359
	Iteration 83Q: 3 clusters Score -3030498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -3030499.500000 Penalty: 5073.193359
	Iteration 84Q: 3 clusters Score -3030500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -3030493.500000 Penalty: 5073.193359
	Iteration 85Q: 3 clusters Score -3030494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -3030499.250000 Penalty: 5073.193359
	Iteration 86Q: 3 clusters Score -3030499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -3030500.250000 Penalty: 5073.193359
	Iteration 87Q: 3 clusters Score -3030500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -3030502.250000 Penalty: 5073.193359
	Iteration 88Q: 3 clusters Score -3030502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -3030506.000000 Penalty: 5073.193359
	Iteration 89Q: 3 clusters Score -3030506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -3030500.000000 Penalty: 5073.193359
	Iteration 90Q: 3 clusters Score -3030500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -3030500.000000 Penalty: 5073.193359
	Iteration 91Q: 3 clusters Score -3030500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -3030500.750000 Penalty: 5073.193359
	Iteration 92Q: 3 clusters Score -3030501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -3030502.750000 Penalty: 5073.193359
	Iteration 93Q: 3 clusters Score -3030503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -3030499.250000 Penalty: 5073.193359
	Iteration 94Q: 3 clusters Score -3030499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -3030496.500000 Penalty: 5073.193359
	Iteration 95Q: 3 clusters Score -3030496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -3030501.750000 Penalty: 5073.193359
	Iteration 96Q: 3 clusters Score -3030502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -3030503.750000 Penalty: 5073.193359
	Iteration 97Q: 3 clusters Score -3030504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -3030503.250000 Penalty: 5073.193359
	Iteration 98Q: 3 clusters Score -3030503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -3030504.250000 Penalty: 5073.193359
	Iteration 99Q: 3 clusters Score -3030504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -3030501.000000 Penalty: 5073.193359
	Iteration 100F: 3 clusters Score -3030501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -3030501.000000 Penalty: 5073.193359
	Iteration 101Q: 3 clusters Score -3030501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -3030508.500000 Penalty: 5073.193359
	Iteration 102Q: 3 clusters Score -3030508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -3030505.250000 Penalty: 5073.193359
	Iteration 103Q: 3 clusters Score -3030505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -3030505.250000 Penalty: 5073.193359
	Iteration 104F: 3 clusters Score -3030505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (19946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Entering Unmasked Estep 
Score: -2175001.250000 Penalty: 2455.394287
	Iteration 0F: 2 clusters Score -2175001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2161087.750000 Penalty: 4910.788574
	Iteration 0F: 3 clusters Score -2161088 nChanged 8671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2165938.250000 Penalty: 4910.788574
	Iteration 1F: 3 clusters Score -2165938 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2166580.000000 Penalty: 4910.788574
	Iteration 2F: 3 clusters Score -2166580 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2167233.250000 Penalty: 4910.788574
	Iteration 3F: 3 clusters Score -2167233 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2167982.750000 Penalty: 4910.788574
	Iteration 4F: 3 clusters Score -2167983 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -2168777.500000 Penalty: 4910.788574
	Iteration 5F: 3 clusters Score -2168778 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -2169456.250000 Penalty: 4910.788574
	Iteration 6F: 3 clusters Score -2169456 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -2170003.750000 Penalty: 4910.788574
	Iteration 7Q: 3 clusters Score -2170004 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2170459.750000 Penalty: 4910.788574
	Iteration 8Q: 3 clusters Score -2170460 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2170842.000000 Penalty: 4910.788574
	Iteration 9Q: 3 clusters Score -2170842 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2171143.500000 Penalty: 4910.788574
	Iteration 10Q: 3 clusters Score -2171144 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2171430.000000 Penalty: 4910.788574
	Iteration 11Q: 3 clusters Score -2171430 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2171687.500000 Penalty: 4910.788574
	Iteration 12Q: 3 clusters Score -2171688 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -2171903.000000 Penalty: 4910.788574
	Iteration 13Q: 3 clusters Score -2171903 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2172079.750000 Penalty: 4910.788574
	Iteration 14Q: 3 clusters Score -2172080 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2172276.250000 Penalty: 4910.788574
	Iteration 15Q: 3 clusters Score -2172276 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2172509.500000 Penalty: 4910.788574
	Iteration 16Q: 3 clusters Score -2172510 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2172729.750000 Penalty: 4910.788574
	Iteration 17Q: 3 clusters Score -2172730 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -2172914.500000 Penalty: 4910.788574
	Iteration 18Q: 3 clusters Score -2172914 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2173026.500000 Penalty: 4910.788574
	Iteration 19Q: 3 clusters Score -2173026 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2173119.750000 Penalty: 4910.788574
	Iteration 20F: 3 clusters Score -2173120 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2173183.750000 Penalty: 4910.788574
	Iteration 21Q: 3 clusters Score -2173184 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2173233.000000 Penalty: 4910.788574
	Iteration 22Q: 3 clusters Score -2173233 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2173295.000000 Penalty: 4910.788574
	Iteration 23Q: 3 clusters Score -2173295 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2173364.750000 Penalty: 4910.788574
	Iteration 24Q: 3 clusters Score -2173365 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -2173425.750000 Penalty: 4910.788574
	Iteration 25Q: 3 clusters Score -2173426 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2173483.000000 Penalty: 4910.788574
	Iteration 26Q: 3 clusters Score -2173483 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2173525.750000 Penalty: 4910.788574
	Iteration 27Q: 3 clusters Score -2173526 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -2173567.000000 Penalty: 4910.788574
	Iteration 28Q: 3 clusters Score -2173567 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -2173605.500000 Penalty: 4910.788574
	Iteration 29Q: 3 clusters Score -2173606 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -2173648.000000 Penalty: 4910.788574
	Iteration 30Q: 3 clusters Score -2173648 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2173678.500000 Penalty: 4910.788574
	Iteration 31Q: 3 clusters Score -2173678 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2173699.000000 Penalty: 4910.788574
	Iteration 32Q: 3 clusters Score -2173699 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2173702.750000 Penalty: 4910.788574
	Iteration 33Q: 3 clusters Score -2173703 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2173724.250000 Penalty: 4910.788574
	Iteration 34Q: 3 clusters Score -2173724 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2173727.250000 Penalty: 4910.788574
	Iteration 35Q: 3 clusters Score -2173727 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2173749.750000 Penalty: 4910.788574
	Iteration 36Q: 3 clusters Score -2173750 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2173756.250000 Penalty: 4910.788574
	Iteration 37Q: 3 clusters Score -2173756 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2173764.500000 Penalty: 4910.788574
	Iteration 38Q: 3 clusters Score -2173764 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2173772.250000 Penalty: 4910.788574
	Iteration 39Q: 3 clusters Score -2173772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2173778.250000 Penalty: 4910.788574
	Iteration 40F: 3 clusters Score -2173778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2173787.500000 Penalty: 4910.788574
	Iteration 41Q: 3 clusters Score -2173788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -2173789.000000 Penalty: 4910.788574
	Iteration 42Q: 3 clusters Score -2173789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2173786.500000 Penalty: 4910.788574
	Iteration 43Q: 3 clusters Score -2173786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2173790.000000 Penalty: 4910.788574
	Iteration 44Q: 3 clusters Score -2173790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2173797.000000 Penalty: 4910.788574
	Iteration 45Q: 3 clusters Score -2173797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -2173793.500000 Penalty: 4910.788574
	Iteration 46Q: 3 clusters Score -2173794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2173796.000000 Penalty: 4910.788574
	Iteration 47Q: 3 clusters Score -2173796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -2173795.250000 Penalty: 4910.788574
	Iteration 48Q: 3 clusters Score -2173795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2173795.250000 Penalty: 4910.788574
	Iteration 49Q: 3 clusters Score -2173795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2173800.250000 Penalty: 4910.788574
	Iteration 50Q: 3 clusters Score -2173800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2173804.500000 Penalty: 4910.788574
	Iteration 51Q: 3 clusters Score -2173804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2173807.000000 Penalty: 4910.788574
	Iteration 52Q: 3 clusters Score -2173807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2173804.000000 Penalty: 4910.788574
	Iteration 53Q: 3 clusters Score -2173804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -2173806.750000 Penalty: 4910.788574
	Iteration 54Q: 3 clusters Score -2173807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2173808.250000 Penalty: 4910.788574
	Iteration 55Q: 3 clusters Score -2173808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2173810.000000 Penalty: 4910.788574
	Iteration 56Q: 3 clusters Score -2173810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2173812.750000 Penalty: 4910.788574
	Iteration 57Q: 3 clusters Score -2173813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2173811.000000 Penalty: 4910.788574
	Iteration 58Q: 3 clusters Score -2173811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2173813.250000 Penalty: 4910.788574
	Iteration 59Q: 3 clusters Score -2173813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2173812.250000 Penalty: 4910.788574
	Iteration 60F: 3 clusters Score -2173812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2173814.750000 Penalty: 4910.788574
	Iteration 61Q: 3 clusters Score -2173815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -2173814.000000 Penalty: 4910.788574
	Iteration 62Q: 3 clusters Score -2173814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2173816.000000 Penalty: 4910.788574
	Iteration 63Q: 3 clusters Score -2173816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -2173817.250000 Penalty: 4910.788574
	Iteration 64Q: 3 clusters Score -2173817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2173817.750000 Penalty: 4910.788574
	Iteration 65Q: 3 clusters Score -2173818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2173814.500000 Penalty: 4910.788574
	Iteration 66Q: 3 clusters Score -2173814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -2173813.750000 Penalty: 4910.788574
	Iteration 67Q: 3 clusters Score -2173814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2173815.750000 Penalty: 4910.788574
	Iteration 68Q: 3 clusters Score -2173816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2173815.250000 Penalty: 4910.788574
	Iteration 69Q: 3 clusters Score -2173815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2173818.000000 Penalty: 4910.788574
	Iteration 70Q: 3 clusters Score -2173818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -2173819.250000 Penalty: 4910.788574
	Iteration 71Q: 3 clusters Score -2173819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2173817.750000 Penalty: 4910.788574
	Iteration 72Q: 3 clusters Score -2173818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2173821.500000 Penalty: 4910.788574
	Iteration 73Q: 3 clusters Score -2173822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2173823.000000 Penalty: 4910.788574
	Iteration 74Q: 3 clusters Score -2173823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2173819.500000 Penalty: 4910.788574
	Iteration 75Q: 3 clusters Score -2173820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2173820.000000 Penalty: 4910.788574
	Iteration 76Q: 3 clusters Score -2173820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2173819.500000 Penalty: 4910.788574
	Iteration 77Q: 3 clusters Score -2173820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2173822.250000 Penalty: 4910.788574
	Iteration 78Q: 3 clusters Score -2173822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2173822.250000 Penalty: 4910.788574
	Iteration 79F: 3 clusters Score -2173822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Entering Unmasked Estep 
Score: -244680.875000 Penalty: 1908.209351
	Iteration 0F: 2 clusters Score -244680.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -241942.531250 Penalty: 3816.418701
	Iteration 0F: 3 clusters Score -241942.5 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -242464.640625 Penalty: 3816.418701
	Iteration 1F: 3 clusters Score -242464.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -242594.046875 Penalty: 3816.418701
	Iteration 2F: 3 clusters Score -242594 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -242654.609375 Penalty: 3816.418701
	Iteration 3Q: 3 clusters Score -242654.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -242693.125000 Penalty: 3816.418701
	Iteration 4Q: 3 clusters Score -242693.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -242730.812500 Penalty: 3816.418701
	Iteration 5Q: 3 clusters Score -242730.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -242756.921875 Penalty: 3816.418701
	Iteration 6Q: 3 clusters Score -242756.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -242784.468750 Penalty: 3816.418701
	Iteration 7Q: 3 clusters Score -242784.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -242801.359375 Penalty: 3816.418701
	Iteration 8Q: 3 clusters Score -242801.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -242811.984375 Penalty: 3816.418701
	Iteration 9Q: 3 clusters Score -242812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -242824.765625 Penalty: 3816.418701
	Iteration 10Q: 3 clusters Score -242824.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -242833.640625 Penalty: 3816.418701
	Iteration 11Q: 3 clusters Score -242833.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -242837.828125 Penalty: 3816.418701
	Iteration 12Q: 3 clusters Score -242837.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -242842.890625 Penalty: 3816.418701
	Iteration 13Q: 3 clusters Score -242842.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -242847.359375 Penalty: 3816.418701
	Iteration 14Q: 3 clusters Score -242847.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -242854.625000 Penalty: 3816.418701
	Iteration 15Q: 3 clusters Score -242854.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -242865.390625 Penalty: 3816.418701
	Iteration 16Q: 3 clusters Score -242865.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -242876.921875 Penalty: 3816.418701
	Iteration 17Q: 3 clusters Score -242876.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -242882.218750 Penalty: 3816.418701
	Iteration 18Q: 3 clusters Score -242882.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -242886.093750 Penalty: 3816.418701
	Iteration 19Q: 3 clusters Score -242886.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -242890.968750 Penalty: 3816.418701
	Iteration 20F: 3 clusters Score -242891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -242894.453125 Penalty: 3816.418701
	Iteration 21Q: 3 clusters Score -242894.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -242900.078125 Penalty: 3816.418701
	Iteration 22Q: 3 clusters Score -242900.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -242901.750000 Penalty: 3816.418701
	Iteration 23Q: 3 clusters Score -242901.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -242903.515625 Penalty: 3816.418701
	Iteration 24Q: 3 clusters Score -242903.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -242906.437500 Penalty: 3816.418701
	Iteration 25Q: 3 clusters Score -242906.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -242908.968750 Penalty: 3816.418701
	Iteration 26Q: 3 clusters Score -242909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -242910.500000 Penalty: 3816.418701
	Iteration 27Q: 3 clusters Score -242910.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -242911.671875 Penalty: 3816.418701
	Iteration 28Q: 3 clusters Score -242911.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -242912.765625 Penalty: 3816.418701
	Iteration 29Q: 3 clusters Score -242912.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -242915.046875 Penalty: 3816.418701
	Iteration 30Q: 3 clusters Score -242915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -242916.156250 Penalty: 3816.418701
	Iteration 31Q: 3 clusters Score -242916.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -242916.578125 Penalty: 3816.418701
	Iteration 32Q: 3 clusters Score -242916.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -242916.953125 Penalty: 3816.418701
	Iteration 33Q: 3 clusters Score -242917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -242917.640625 Penalty: 3816.418701
	Iteration 34Q: 3 clusters Score -242917.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -242917.640625 Penalty: 3816.418701
	Iteration 35F: 3 clusters Score -242917.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Entering Unmasked Estep 
Score: -961949.000000 Penalty: 2255.625977
	Iteration 0F: 2 clusters Score -961949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -954915.750000 Penalty: 4511.251953
	Iteration 0F: 3 clusters Score -954915.8 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -956871.937500 Penalty: 4511.251953
	Iteration 1F: 3 clusters Score -956871.9 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -957206.500000 Penalty: 4511.251953
	Iteration 2F: 3 clusters Score -957206.5 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -957503.500000 Penalty: 4511.251953
	Iteration 3F: 3 clusters Score -957503.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -957835.437500 Penalty: 4511.251953
	Iteration 4F: 3 clusters Score -957835.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -958196.562500 Penalty: 4511.251953
	Iteration 5F: 3 clusters Score -958196.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -958551.437500 Penalty: 4511.251953
	Iteration 6F: 3 clusters Score -958551.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -958852.937500 Penalty: 4511.251953
	Iteration 7F: 3 clusters Score -958852.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -959143.750000 Penalty: 4511.251953
	Iteration 8Q: 3 clusters Score -959143.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -959426.687500 Penalty: 4511.251953
	Iteration 9Q: 3 clusters Score -959426.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -959695.812500 Penalty: 4511.251953
	Iteration 10Q: 3 clusters Score -959695.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -959955.500000 Penalty: 4511.251953
	Iteration 11Q: 3 clusters Score -959955.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -960147.312500 Penalty: 4511.251953
	Iteration 12Q: 3 clusters Score -960147.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -960290.187500 Penalty: 4511.251953
	Iteration 13Q: 3 clusters Score -960290.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -960396.562500 Penalty: 4511.251953
	Iteration 14Q: 3 clusters Score -960396.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -960457.250000 Penalty: 4511.251953
	Iteration 15Q: 3 clusters Score -960457.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -960503.937500 Penalty: 4511.251953
	Iteration 16Q: 3 clusters Score -960503.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -960541.875000 Penalty: 4511.251953
	Iteration 17Q: 3 clusters Score -960541.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -960582.687500 Penalty: 4511.251953
	Iteration 18Q: 3 clusters Score -960582.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -960628.250000 Penalty: 4511.251953
	Iteration 19Q: 3 clusters Score -960628.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -960724.500000 Penalty: 4511.251953
	Iteration 20F: 3 clusters Score -960724.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -960803.375000 Penalty: 4511.251953
	Iteration 21Q: 3 clusters Score -960803.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -960862.750000 Penalty: 4511.251953
	Iteration 22Q: 3 clusters Score -960862.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -960895.250000 Penalty: 4511.251953
	Iteration 23Q: 3 clusters Score -960895.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -960922.437500 Penalty: 4511.251953
	Iteration 24Q: 3 clusters Score -960922.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -960936.625000 Penalty: 4511.251953
	Iteration 25Q: 3 clusters Score -960936.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -960957.937500 Penalty: 4511.251953
	Iteration 26Q: 3 clusters Score -960957.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -960966.187500 Penalty: 4511.251953
	Iteration 27Q: 3 clusters Score -960966.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -960968.062500 Penalty: 4511.251953
	Iteration 28Q: 3 clusters Score -960968.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -960974.750000 Penalty: 4511.251953
	Iteration 29Q: 3 clusters Score -960974.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -960974.875000 Penalty: 4511.251953
	Iteration 30Q: 3 clusters Score -960974.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -960975.375000 Penalty: 4511.251953
	Iteration 31Q: 3 clusters Score -960975.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -960975.875000 Penalty: 4511.251953
	Iteration 32Q: 3 clusters Score -960975.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -960976.000000 Penalty: 4511.251953
	Iteration 33Q: 3 clusters Score -960976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -960976.000000 Penalty: 4511.251953
	Iteration 34F: 3 clusters Score -960976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Entering Unmasked Estep 
Score: -362202.125000 Penalty: 2017.566162
	Iteration 0F: 2 clusters Score -362202.1 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 1745 members 
Entering Unmasked Estep 
Score: -358738.812500 Penalty: 4035.132324
	Iteration 0F: 3 clusters Score -358738.8 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -359609.687500 Penalty: 4035.132324
	Iteration 1F: 3 clusters Score -359609.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -359886.312500 Penalty: 4035.132324
	Iteration 2F: 3 clusters Score -359886.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -360082.968750 Penalty: 4035.132324
	Iteration 3F: 3 clusters Score -360083 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -360231.093750 Penalty: 4035.132324
	Iteration 4F: 3 clusters Score -360231.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -360341.281250 Penalty: 4035.132324
	Iteration 5Q: 3 clusters Score -360341.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -360418.875000 Penalty: 4035.132324
	Iteration 6Q: 3 clusters Score -360418.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -360463.843750 Penalty: 4035.132324
	Iteration 7Q: 3 clusters Score -360463.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -360495.062500 Penalty: 4035.132324
	Iteration 8Q: 3 clusters Score -360495.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -360515.906250 Penalty: 4035.132324
	Iteration 9Q: 3 clusters Score -360515.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -360531.062500 Penalty: 4035.132324
	Iteration 10Q: 3 clusters Score -360531.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -360546.187500 Penalty: 4035.132324
	Iteration 11Q: 3 clusters Score -360546.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -360553.875000 Penalty: 4035.132324
	Iteration 12Q: 3 clusters Score -360553.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -360559.437500 Penalty: 4035.132324
	Iteration 13Q: 3 clusters Score -360559.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -360563.187500 Penalty: 4035.132324
	Iteration 14Q: 3 clusters Score -360563.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -360567.062500 Penalty: 4035.132324
	Iteration 15Q: 3 clusters Score -360567.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -360570.375000 Penalty: 4035.132324
	Iteration 16Q: 3 clusters Score -360570.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -360571.468750 Penalty: 4035.132324
	Iteration 17Q: 3 clusters Score -360571.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -360574.687500 Penalty: 4035.132324
	Iteration 18Q: 3 clusters Score -360574.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -360576.562500 Penalty: 4035.132324
	Iteration 19Q: 3 clusters Score -360576.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -360577.906250 Penalty: 4035.132324
	Iteration 20F: 3 clusters Score -360577.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -360580.187500 Penalty: 4035.132324
	Iteration 21Q: 3 clusters Score -360580.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -360581.875000 Penalty: 4035.132324
	Iteration 22Q: 3 clusters Score -360581.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -360584.312500 Penalty: 4035.132324
	Iteration 23Q: 3 clusters Score -360584.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -360587.437500 Penalty: 4035.132324
	Iteration 24Q: 3 clusters Score -360587.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -360588.875000 Penalty: 4035.132324
	Iteration 25Q: 3 clusters Score -360588.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -360590.000000 Penalty: 4035.132324
	Iteration 26Q: 3 clusters Score -360590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -360591.062500 Penalty: 4035.132324
	Iteration 27Q: 3 clusters Score -360591.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -360591.968750 Penalty: 4035.132324
	Iteration 28Q: 3 clusters Score -360592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -360592.625000 Penalty: 4035.132324
	Iteration 29Q: 3 clusters Score -360592.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -360594.156250 Penalty: 4035.132324
	Iteration 30Q: 3 clusters Score -360594.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -360595.062500 Penalty: 4035.132324
	Iteration 31Q: 3 clusters Score -360595.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -360596.718750 Penalty: 4035.132324
	Iteration 32Q: 3 clusters Score -360596.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -360599.000000 Penalty: 4035.132324
	Iteration 33Q: 3 clusters Score -360599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -360600.375000 Penalty: 4035.132324
	Iteration 34Q: 3 clusters Score -360600.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -360601.531250 Penalty: 4035.132324
	Iteration 35Q: 3 clusters Score -360601.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -360604.875000 Penalty: 4035.132324
	Iteration 36Q: 3 clusters Score -360604.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -360610.437500 Penalty: 4035.132324
	Iteration 37Q: 3 clusters Score -360610.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -360616.125000 Penalty: 4035.132324
	Iteration 38Q: 3 clusters Score -360616.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -360625.187500 Penalty: 4035.132324
	Iteration 39Q: 3 clusters Score -360625.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -360634.062500 Penalty: 4035.132324
	Iteration 40F: 3 clusters Score -360634.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -360638.937500 Penalty: 4035.132324
	Iteration 41Q: 3 clusters Score -360638.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -360639.843750 Penalty: 4035.132324
	Iteration 42Q: 3 clusters Score -360639.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -360643.812500 Penalty: 4035.132324
	Iteration 43Q: 3 clusters Score -360643.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -360646.343750 Penalty: 4035.132324
	Iteration 44Q: 3 clusters Score -360646.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -360647.781250 Penalty: 4035.132324
	Iteration 45Q: 3 clusters Score -360647.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -360651.156250 Penalty: 4035.132324
	Iteration 46Q: 3 clusters Score -360651.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -360653.968750 Penalty: 4035.132324
	Iteration 47Q: 3 clusters Score -360654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -360656.062500 Penalty: 4035.132324
	Iteration 48Q: 3 clusters Score -360656.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -360658.750000 Penalty: 4035.132324
	Iteration 49Q: 3 clusters Score -360658.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -360660.625000 Penalty: 4035.132324
	Iteration 50Q: 3 clusters Score -360660.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -360661.125000 Penalty: 4035.132324
	Iteration 51Q: 3 clusters Score -360661.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -360662.875000 Penalty: 4035.132324
	Iteration 52Q: 3 clusters Score -360662.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -360664.437500 Penalty: 4035.132324
	Iteration 53Q: 3 clusters Score -360664.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -360665.250000 Penalty: 4035.132324
	Iteration 54Q: 3 clusters Score -360665.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -360665.156250 Penalty: 4035.132324
	Iteration 55Q: 3 clusters Score -360665.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -360665.531250 Penalty: 4035.132324
	Iteration 56Q: 3 clusters Score -360665.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -360665.906250 Penalty: 4035.132324
	Iteration 57Q: 3 clusters Score -360665.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -360665.937500 Penalty: 4035.132324
	Iteration 58Q: 3 clusters Score -360665.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -360666.406250 Penalty: 4035.132324
	Iteration 59Q: 3 clusters Score -360666.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -360667.937500 Penalty: 4035.132324
	Iteration 60F: 3 clusters Score -360667.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -360669.031250 Penalty: 4035.132324
	Iteration 61Q: 3 clusters Score -360669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -360670.718750 Penalty: 4035.132324
	Iteration 62Q: 3 clusters Score -360670.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -360673.000000 Penalty: 4035.132324
	Iteration 63Q: 3 clusters Score -360673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -360673.531250 Penalty: 4035.132324
	Iteration 64Q: 3 clusters Score -360673.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -360675.031250 Penalty: 4035.132324
	Iteration 65Q: 3 clusters Score -360675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -360675.875000 Penalty: 4035.132324
	Iteration 66Q: 3 clusters Score -360675.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -360675.875000 Penalty: 4035.132324
	Iteration 67F: 3 clusters Score -360675.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Entering Unmasked Estep 
Score: -1641810.875000 Penalty: 2414.062012
	Iteration 0F: 2 clusters Score -1641811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1629866.500000 Penalty: 4828.124023
	Iteration 0F: 3 clusters Score -1629866 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1634206.250000 Penalty: 4828.124023
	Iteration 1F: 3 clusters Score -1634206 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1634756.500000 Penalty: 4828.124023
	Iteration 2F: 3 clusters Score -1634756 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1635229.375000 Penalty: 4828.124023
	Iteration 3F: 3 clusters Score -1635229 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1635634.625000 Penalty: 4828.124023
	Iteration 4Q: 3 clusters Score -1635635 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1636044.875000 Penalty: 4828.124023
	Iteration 5Q: 3 clusters Score -1636045 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1636366.500000 Penalty: 4828.124023
	Iteration 6Q: 3 clusters Score -1636366 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1636622.250000 Penalty: 4828.124023
	Iteration 7Q: 3 clusters Score -1636622 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1636851.125000 Penalty: 4828.124023
	Iteration 8Q: 3 clusters Score -1636851 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1637040.625000 Penalty: 4828.124023
	Iteration 9Q: 3 clusters Score -1637041 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1637195.750000 Penalty: 4828.124023
	Iteration 10Q: 3 clusters Score -1637196 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1637382.500000 Penalty: 4828.124023
	Iteration 11Q: 3 clusters Score -1637382 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1637584.875000 Penalty: 4828.124023
	Iteration 12Q: 3 clusters Score -1637585 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1637813.000000 Penalty: 4828.124023
	Iteration 13Q: 3 clusters Score -1637813 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1638031.125000 Penalty: 4828.124023
	Iteration 14Q: 3 clusters Score -1638031 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1638234.125000 Penalty: 4828.124023
	Iteration 15Q: 3 clusters Score -1638234 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1638423.250000 Penalty: 4828.124023
	Iteration 16Q: 3 clusters Score -1638423 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1638561.750000 Penalty: 4828.124023
	Iteration 17Q: 3 clusters Score -1638562 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1638688.000000 Penalty: 4828.124023
	Iteration 18Q: 3 clusters Score -1638688 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1638808.000000 Penalty: 4828.124023
	Iteration 19Q: 3 clusters Score -1638808 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1638919.500000 Penalty: 4828.124023
	Iteration 20F: 3 clusters Score -1638920 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1639023.875000 Penalty: 4828.124023
	Iteration 21Q: 3 clusters Score -1639024 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1639102.625000 Penalty: 4828.124023
	Iteration 22Q: 3 clusters Score -1639103 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1639180.500000 Penalty: 4828.124023
	Iteration 23Q: 3 clusters Score -1639180 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1639251.875000 Penalty: 4828.124023
	Iteration 24Q: 3 clusters Score -1639252 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1639308.750000 Penalty: 4828.124023
	Iteration 25Q: 3 clusters Score -1639309 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1639356.625000 Penalty: 4828.124023
	Iteration 26Q: 3 clusters Score -1639357 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1639406.625000 Penalty: 4828.124023
	Iteration 27Q: 3 clusters Score -1639407 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1639444.125000 Penalty: 4828.124023
	Iteration 28Q: 3 clusters Score -1639444 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1639482.125000 Penalty: 4828.124023
	Iteration 29Q: 3 clusters Score -1639482 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1639516.250000 Penalty: 4828.124023
	Iteration 30Q: 3 clusters Score -1639516 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1639558.000000 Penalty: 4828.124023
	Iteration 31Q: 3 clusters Score -1639558 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1639592.875000 Penalty: 4828.124023
	Iteration 32Q: 3 clusters Score -1639593 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1639627.125000 Penalty: 4828.124023
	Iteration 33Q: 3 clusters Score -1639627 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1639661.625000 Penalty: 4828.124023
	Iteration 34Q: 3 clusters Score -1639662 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -1639687.750000 Penalty: 4828.124023
	Iteration 35Q: 3 clusters Score -1639688 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -1639713.125000 Penalty: 4828.124023
	Iteration 36Q: 3 clusters Score -1639713 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1639730.750000 Penalty: 4828.124023
	Iteration 37Q: 3 clusters Score -1639731 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1639751.000000 Penalty: 4828.124023
	Iteration 38Q: 3 clusters Score -1639751 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -1639766.000000 Penalty: 4828.124023
	Iteration 39Q: 3 clusters Score -1639766 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -1639782.750000 Penalty: 4828.124023
	Iteration 40F: 3 clusters Score -1639783 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -1639802.625000 Penalty: 4828.124023
	Iteration 41Q: 3 clusters Score -1639803 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -1639817.750000 Penalty: 4828.124023
	Iteration 42Q: 3 clusters Score -1639818 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -1639833.125000 Penalty: 4828.124023
	Iteration 43Q: 3 clusters Score -1639833 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -1639844.750000 Penalty: 4828.124023
	Iteration 44Q: 3 clusters Score -1639845 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -1639845.875000 Penalty: 4828.124023
	Iteration 45Q: 3 clusters Score -1639846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1639860.750000 Penalty: 4828.124023
	Iteration 46Q: 3 clusters Score -1639861 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -1639867.000000 Penalty: 4828.124023
	Iteration 47Q: 3 clusters Score -1639867 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -1639877.375000 Penalty: 4828.124023
	Iteration 48Q: 3 clusters Score -1639877 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1639878.000000 Penalty: 4828.124023
	Iteration 49Q: 3 clusters Score -1639878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -1639882.375000 Penalty: 4828.124023
	Iteration 50Q: 3 clusters Score -1639882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1639890.125000 Penalty: 4828.124023
	Iteration 51Q: 3 clusters Score -1639890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -1639891.875000 Penalty: 4828.124023
	Iteration 52Q: 3 clusters Score -1639892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -1639900.125000 Penalty: 4828.124023
	Iteration 53Q: 3 clusters Score -1639900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -1639902.500000 Penalty: 4828.124023
	Iteration 54Q: 3 clusters Score -1639902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1639905.250000 Penalty: 4828.124023
	Iteration 55Q: 3 clusters Score -1639905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -1639910.125000 Penalty: 4828.124023
	Iteration 56Q: 3 clusters Score -1639910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -1639909.750000 Penalty: 4828.124023
	Iteration 57Q: 3 clusters Score -1639910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -1639916.750000 Penalty: 4828.124023
	Iteration 58Q: 3 clusters Score -1639917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -1639920.000000 Penalty: 4828.124023
	Iteration 59Q: 3 clusters Score -1639920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -1639925.125000 Penalty: 4828.124023
	Iteration 60F: 3 clusters Score -1639925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -1639928.375000 Penalty: 4828.124023
	Iteration 61Q: 3 clusters Score -1639928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1639931.375000 Penalty: 4828.124023
	Iteration 62Q: 3 clusters Score -1639931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1639932.625000 Penalty: 4828.124023
	Iteration 63Q: 3 clusters Score -1639933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -1639940.875000 Penalty: 4828.124023
	Iteration 64Q: 3 clusters Score -1639941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -1639944.625000 Penalty: 4828.124023
	Iteration 65Q: 3 clusters Score -1639945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -1639945.375000 Penalty: 4828.124023
	Iteration 66Q: 3 clusters Score -1639945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -1639943.750000 Penalty: 4828.124023
	Iteration 67Q: 3 clusters Score -1639944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -1639944.250000 Penalty: 4828.124023
	Iteration 68Q: 3 clusters Score -1639944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -1639944.750000 Penalty: 4828.124023
	Iteration 69Q: 3 clusters Score -1639945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -1639944.750000 Penalty: 4828.124023
	Iteration 70Q: 3 clusters Score -1639945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -1639947.625000 Penalty: 4828.124023
	Iteration 71Q: 3 clusters Score -1639948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -1639951.125000 Penalty: 4828.124023
	Iteration 72Q: 3 clusters Score -1639951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -1639951.125000 Penalty: 4828.124023
	Iteration 73F: 3 clusters Score -1639951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -20697.304688 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -20697.3 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 136 members 
Entering Unmasked Estep 
Score: -19508.021484 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -19508.02 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -19677.222656 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -19677.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -19732.371094 Penalty: 2822.418457
	Iteration 2Q: 3 clusters Score -19732.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -19786.013672 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -19786.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19805.289062 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -19805.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19811.673828 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -19811.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19816.785156 Penalty: 2822.418457
	Iteration 6Q: 3 clusters Score -19816.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19823.541016 Penalty: 2822.418457
	Iteration 7Q: 3 clusters Score -19823.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19825.335938 Penalty: 2822.418457
	Iteration 8Q: 3 clusters Score -19825.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19828.812500 Penalty: 2822.418457
	Iteration 9Q: 3 clusters Score -19828.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19834.677734 Penalty: 2822.418457
	Iteration 10Q: 3 clusters Score -19834.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19834.677734 Penalty: 2822.418457
	Iteration 11F: 3 clusters Score -19834.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (3638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Entering Unmasked Estep 
Score: -394325.937500 Penalty: 2033.398926
	Iteration 0F: 2 clusters Score -394325.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -390640.562500 Penalty: 4066.797852
	Iteration 0F: 3 clusters Score -390640.6 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -391448.125000 Penalty: 4066.797852
	Iteration 1F: 3 clusters Score -391448.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -391613.093750 Penalty: 4066.797852
	Iteration 2F: 3 clusters Score -391613.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -391721.937500 Penalty: 4066.797852
	Iteration 3Q: 3 clusters Score -391721.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -391814.968750 Penalty: 4066.797852
	Iteration 4Q: 3 clusters Score -391815 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -391880.843750 Penalty: 4066.797852
	Iteration 5Q: 3 clusters Score -391880.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -391927.000000 Penalty: 4066.797852
	Iteration 6Q: 3 clusters Score -391927 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -391961.531250 Penalty: 4066.797852
	Iteration 7Q: 3 clusters Score -391961.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -391988.593750 Penalty: 4066.797852
	Iteration 8Q: 3 clusters Score -391988.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -392014.218750 Penalty: 4066.797852
	Iteration 9Q: 3 clusters Score -392014.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -392044.187500 Penalty: 4066.797852
	Iteration 10Q: 3 clusters Score -392044.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -392073.312500 Penalty: 4066.797852
	Iteration 11Q: 3 clusters Score -392073.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -392096.625000 Penalty: 4066.797852
	Iteration 12Q: 3 clusters Score -392096.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -392117.656250 Penalty: 4066.797852
	Iteration 13Q: 3 clusters Score -392117.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -392141.281250 Penalty: 4066.797852
	Iteration 14Q: 3 clusters Score -392141.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -392158.156250 Penalty: 4066.797852
	Iteration 15Q: 3 clusters Score -392158.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -392172.781250 Penalty: 4066.797852
	Iteration 16Q: 3 clusters Score -392172.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -392189.468750 Penalty: 4066.797852
	Iteration 17Q: 3 clusters Score -392189.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -392201.687500 Penalty: 4066.797852
	Iteration 18Q: 3 clusters Score -392201.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -392213.093750 Penalty: 4066.797852
	Iteration 19Q: 3 clusters Score -392213.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -392222.500000 Penalty: 4066.797852
	Iteration 20F: 3 clusters Score -392222.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -392232.281250 Penalty: 4066.797852
	Iteration 21Q: 3 clusters Score -392232.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -392243.156250 Penalty: 4066.797852
	Iteration 22Q: 3 clusters Score -392243.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -392253.312500 Penalty: 4066.797852
	Iteration 23Q: 3 clusters Score -392253.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -392262.968750 Penalty: 4066.797852
	Iteration 24Q: 3 clusters Score -392263 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -392278.656250 Penalty: 4066.797852
	Iteration 25Q: 3 clusters Score -392278.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -392295.218750 Penalty: 4066.797852
	Iteration 26Q: 3 clusters Score -392295.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -392314.750000 Penalty: 4066.797852
	Iteration 27Q: 3 clusters Score -392314.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -392332.968750 Penalty: 4066.797852
	Iteration 28Q: 3 clusters Score -392333 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -392346.781250 Penalty: 4066.797852
	Iteration 29Q: 3 clusters Score -392346.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -392366.187500 Penalty: 4066.797852
	Iteration 30Q: 3 clusters Score -392366.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -392384.375000 Penalty: 4066.797852
	Iteration 31Q: 3 clusters Score -392384.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -392406.875000 Penalty: 4066.797852
	Iteration 32Q: 3 clusters Score -392406.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -392438.687500 Penalty: 4066.797852
	Iteration 33Q: 3 clusters Score -392438.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -392462.281250 Penalty: 4066.797852
	Iteration 34Q: 3 clusters Score -392462.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -392478.750000 Penalty: 4066.797852
	Iteration 35Q: 3 clusters Score -392478.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -392492.937500 Penalty: 4066.797852
	Iteration 36Q: 3 clusters Score -392492.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -392505.718750 Penalty: 4066.797852
	Iteration 37Q: 3 clusters Score -392505.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -392516.125000 Penalty: 4066.797852
	Iteration 38Q: 3 clusters Score -392516.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -392525.906250 Penalty: 4066.797852
	Iteration 39Q: 3 clusters Score -392525.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -392532.250000 Penalty: 4066.797852
	Iteration 40F: 3 clusters Score -392532.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -392532.968750 Penalty: 4066.797852
	Iteration 41Q: 3 clusters Score -392533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -392533.218750 Penalty: 4066.797852
	Iteration 42Q: 3 clusters Score -392533.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -392534.562500 Penalty: 4066.797852
	Iteration 43Q: 3 clusters Score -392534.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -392534.562500 Penalty: 4066.797852
	Iteration 44F: 3 clusters Score -392534.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (7468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Entering Unmasked Estep 
Score: -801690.187500 Penalty: 2211.758789
	Iteration 0F: 2 clusters Score -801690.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -795599.000000 Penalty: 4423.517578
	Iteration 0F: 3 clusters Score -795599 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -797241.187500 Penalty: 4423.517578
	Iteration 1F: 3 clusters Score -797241.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -797577.062500 Penalty: 4423.517578
	Iteration 2F: 3 clusters Score -797577.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -797888.125000 Penalty: 4423.517578
	Iteration 3F: 3 clusters Score -797888.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -798197.125000 Penalty: 4423.517578
	Iteration 4F: 3 clusters Score -798197.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -798464.000000 Penalty: 4423.517578
	Iteration 5F: 3 clusters Score -798464 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -798709.937500 Penalty: 4423.517578
	Iteration 6F: 3 clusters Score -798709.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -798930.937500 Penalty: 4423.517578
	Iteration 7Q: 3 clusters Score -798930.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -799121.500000 Penalty: 4423.517578
	Iteration 8Q: 3 clusters Score -799121.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -799298.125000 Penalty: 4423.517578
	Iteration 9Q: 3 clusters Score -799298.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -799416.562500 Penalty: 4423.517578
	Iteration 10Q: 3 clusters Score -799416.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -799492.500000 Penalty: 4423.517578
	Iteration 11Q: 3 clusters Score -799492.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -799536.687500 Penalty: 4423.517578
	Iteration 12Q: 3 clusters Score -799536.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -799567.562500 Penalty: 4423.517578
	Iteration 13Q: 3 clusters Score -799567.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -799589.375000 Penalty: 4423.517578
	Iteration 14Q: 3 clusters Score -799589.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -799608.562500 Penalty: 4423.517578
	Iteration 15Q: 3 clusters Score -799608.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -799628.937500 Penalty: 4423.517578
	Iteration 16Q: 3 clusters Score -799628.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -799645.937500 Penalty: 4423.517578
	Iteration 17Q: 3 clusters Score -799645.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -799663.125000 Penalty: 4423.517578
	Iteration 18Q: 3 clusters Score -799663.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -799679.687500 Penalty: 4423.517578
	Iteration 19Q: 3 clusters Score -799679.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -799691.000000 Penalty: 4423.517578
	Iteration 20F: 3 clusters Score -799691 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -799697.250000 Penalty: 4423.517578
	Iteration 21Q: 3 clusters Score -799697.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -799701.062500 Penalty: 4423.517578
	Iteration 22Q: 3 clusters Score -799701.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -799707.375000 Penalty: 4423.517578
	Iteration 23Q: 3 clusters Score -799707.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -799711.625000 Penalty: 4423.517578
	Iteration 24Q: 3 clusters Score -799711.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -799715.312500 Penalty: 4423.517578
	Iteration 25Q: 3 clusters Score -799715.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -799717.125000 Penalty: 4423.517578
	Iteration 26Q: 3 clusters Score -799717.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -799720.375000 Penalty: 4423.517578
	Iteration 27Q: 3 clusters Score -799720.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -799720.937500 Penalty: 4423.517578
	Iteration 28Q: 3 clusters Score -799720.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -799724.687500 Penalty: 4423.517578
	Iteration 29Q: 3 clusters Score -799724.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -799725.187500 Penalty: 4423.517578
	Iteration 30Q: 3 clusters Score -799725.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -799726.937500 Penalty: 4423.517578
	Iteration 31Q: 3 clusters Score -799726.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -799726.625000 Penalty: 4423.517578
	Iteration 32Q: 3 clusters Score -799726.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -799729.312500 Penalty: 4423.517578
	Iteration 33Q: 3 clusters Score -799729.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -799730.062500 Penalty: 4423.517578
	Iteration 34Q: 3 clusters Score -799730.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -799732.625000 Penalty: 4423.517578
	Iteration 35Q: 3 clusters Score -799732.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -799732.000000 Penalty: 4423.517578
	Iteration 36Q: 3 clusters Score -799732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -799733.312500 Penalty: 4423.517578
	Iteration 37Q: 3 clusters Score -799733.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -799734.375000 Penalty: 4423.517578
	Iteration 38Q: 3 clusters Score -799734.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -799735.937500 Penalty: 4423.517578
	Iteration 39Q: 3 clusters Score -799735.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -799734.437500 Penalty: 4423.517578
	Iteration 40F: 3 clusters Score -799734.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -799737.875000 Penalty: 4423.517578
	Iteration 41Q: 3 clusters Score -799737.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -799738.937500 Penalty: 4423.517578
	Iteration 42Q: 3 clusters Score -799738.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -799740.437500 Penalty: 4423.517578
	Iteration 43Q: 3 clusters Score -799740.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -799739.937500 Penalty: 4423.517578
	Iteration 44Q: 3 clusters Score -799739.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -799745.375000 Penalty: 4423.517578
	Iteration 45Q: 3 clusters Score -799745.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -799748.812500 Penalty: 4423.517578
	Iteration 46Q: 3 clusters Score -799748.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -799753.562500 Penalty: 4423.517578
	Iteration 47Q: 3 clusters Score -799753.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -799762.000000 Penalty: 4423.517578
	Iteration 48Q: 3 clusters Score -799762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -799763.562500 Penalty: 4423.517578
	Iteration 49Q: 3 clusters Score -799763.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -799768.125000 Penalty: 4423.517578
	Iteration 50Q: 3 clusters Score -799768.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -799780.562500 Penalty: 4423.517578
	Iteration 51Q: 3 clusters Score -799780.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -799800.812500 Penalty: 4423.517578
	Iteration 52Q: 3 clusters Score -799800.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -799811.125000 Penalty: 4423.517578
	Iteration 53Q: 3 clusters Score -799811.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -799820.625000 Penalty: 4423.517578
	Iteration 54Q: 3 clusters Score -799820.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -799832.312500 Penalty: 4423.517578
	Iteration 55Q: 3 clusters Score -799832.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -799851.625000 Penalty: 4423.517578
	Iteration 56Q: 3 clusters Score -799851.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -799872.125000 Penalty: 4423.517578
	Iteration 57Q: 3 clusters Score -799872.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -799888.937500 Penalty: 4423.517578
	Iteration 58Q: 3 clusters Score -799888.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -799902.062500 Penalty: 4423.517578
	Iteration 59Q: 3 clusters Score -799902.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -799917.687500 Penalty: 4423.517578
	Iteration 60F: 3 clusters Score -799917.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -799928.625000 Penalty: 4423.517578
	Iteration 61Q: 3 clusters Score -799928.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -799933.937500 Penalty: 4423.517578
	Iteration 62Q: 3 clusters Score -799933.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -799944.125000 Penalty: 4423.517578
	Iteration 63Q: 3 clusters Score -799944.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -799949.375000 Penalty: 4423.517578
	Iteration 64Q: 3 clusters Score -799949.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -799960.250000 Penalty: 4423.517578
	Iteration 65Q: 3 clusters Score -799960.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -799968.875000 Penalty: 4423.517578
	Iteration 66Q: 3 clusters Score -799968.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -799976.875000 Penalty: 4423.517578
	Iteration 67Q: 3 clusters Score -799976.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -799987.875000 Penalty: 4423.517578
	Iteration 68Q: 3 clusters Score -799987.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -799992.187500 Penalty: 4423.517578
	Iteration 69Q: 3 clusters Score -799992.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -799995.687500 Penalty: 4423.517578
	Iteration 70Q: 3 clusters Score -799995.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -799999.937500 Penalty: 4423.517578
	Iteration 71Q: 3 clusters Score -799999.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -800004.062500 Penalty: 4423.517578
	Iteration 72Q: 3 clusters Score -800004.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -800008.000000 Penalty: 4423.517578
	Iteration 73Q: 3 clusters Score -800008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -800011.937500 Penalty: 4423.517578
	Iteration 74Q: 3 clusters Score -800011.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -800014.500000 Penalty: 4423.517578
	Iteration 75Q: 3 clusters Score -800014.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -800018.062500 Penalty: 4423.517578
	Iteration 76Q: 3 clusters Score -800018.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -800021.312500 Penalty: 4423.517578
	Iteration 77Q: 3 clusters Score -800021.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -800027.500000 Penalty: 4423.517578
	Iteration 78Q: 3 clusters Score -800027.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -800034.562500 Penalty: 4423.517578
	Iteration 79Q: 3 clusters Score -800034.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -800040.625000 Penalty: 4423.517578
	Iteration 80F: 3 clusters Score -800040.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -800043.437500 Penalty: 4423.517578
	Iteration 81Q: 3 clusters Score -800043.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -800044.375000 Penalty: 4423.517578
	Iteration 82Q: 3 clusters Score -800044.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -800050.437500 Penalty: 4423.517578
	Iteration 83Q: 3 clusters Score -800050.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -800052.812500 Penalty: 4423.517578
	Iteration 84Q: 3 clusters Score -800052.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -800052.187500 Penalty: 4423.517578
	Iteration 85Q: 3 clusters Score -800052.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -800053.437500 Penalty: 4423.517578
	Iteration 86Q: 3 clusters Score -800053.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -800054.125000 Penalty: 4423.517578
	Iteration 87Q: 3 clusters Score -800054.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -800054.125000 Penalty: 4423.517578
	Iteration 88F: 3 clusters Score -800054.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Entering Unmasked Estep 
Score: -586441.375000 Penalty: 2129.691406
	Iteration 0F: 2 clusters Score -586441.4 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 2733 members 
Entering Unmasked Estep 
Score: -581688.750000 Penalty: 4259.382812
	Iteration 0F: 3 clusters Score -581688.8 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -582815.375000 Penalty: 4259.382812
	Iteration 1F: 3 clusters Score -582815.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -583013.812500 Penalty: 4259.382812
	Iteration 2F: 3 clusters Score -583013.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -583160.250000 Penalty: 4259.382812
	Iteration 3F: 3 clusters Score -583160.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -583259.312500 Penalty: 4259.382812
	Iteration 4Q: 3 clusters Score -583259.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -583341.937500 Penalty: 4259.382812
	Iteration 5Q: 3 clusters Score -583341.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -583393.375000 Penalty: 4259.382812
	Iteration 6Q: 3 clusters Score -583393.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -583436.000000 Penalty: 4259.382812
	Iteration 7Q: 3 clusters Score -583436 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -583467.500000 Penalty: 4259.382812
	Iteration 8Q: 3 clusters Score -583467.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -583493.250000 Penalty: 4259.382812
	Iteration 9Q: 3 clusters Score -583493.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -583518.500000 Penalty: 4259.382812
	Iteration 10Q: 3 clusters Score -583518.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -583542.875000 Penalty: 4259.382812
	Iteration 11Q: 3 clusters Score -583542.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -583574.250000 Penalty: 4259.382812
	Iteration 12Q: 3 clusters Score -583574.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -583608.000000 Penalty: 4259.382812
	Iteration 13Q: 3 clusters Score -583608 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -583637.062500 Penalty: 4259.382812
	Iteration 14Q: 3 clusters Score -583637.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -583679.562500 Penalty: 4259.382812
	Iteration 15Q: 3 clusters Score -583679.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -583738.437500 Penalty: 4259.382812
	Iteration 16Q: 3 clusters Score -583738.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -583799.875000 Penalty: 4259.382812
	Iteration 17Q: 3 clusters Score -583799.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -583875.500000 Penalty: 4259.382812
	Iteration 18Q: 3 clusters Score -583875.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -583945.625000 Penalty: 4259.382812
	Iteration 19Q: 3 clusters Score -583945.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -584027.125000 Penalty: 4259.382812
	Iteration 20F: 3 clusters Score -584027.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -584101.937500 Penalty: 4259.382812
	Iteration 21Q: 3 clusters Score -584101.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -584171.437500 Penalty: 4259.382812
	Iteration 22Q: 3 clusters Score -584171.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -584258.687500 Penalty: 4259.382812
	Iteration 23Q: 3 clusters Score -584258.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -584339.875000 Penalty: 4259.382812
	Iteration 24Q: 3 clusters Score -584339.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -584414.812500 Penalty: 4259.382812
	Iteration 25Q: 3 clusters Score -584414.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -584478.187500 Penalty: 4259.382812
	Iteration 26Q: 3 clusters Score -584478.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -584538.687500 Penalty: 4259.382812
	Iteration 27Q: 3 clusters Score -584538.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -584584.687500 Penalty: 4259.382812
	Iteration 28Q: 3 clusters Score -584584.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -584615.687500 Penalty: 4259.382812
	Iteration 29Q: 3 clusters Score -584615.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -584638.312500 Penalty: 4259.382812
	Iteration 30Q: 3 clusters Score -584638.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -584658.000000 Penalty: 4259.382812
	Iteration 31Q: 3 clusters Score -584658 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -584678.000000 Penalty: 4259.382812
	Iteration 32Q: 3 clusters Score -584678 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -584690.500000 Penalty: 4259.382812
	Iteration 33Q: 3 clusters Score -584690.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -584704.500000 Penalty: 4259.382812
	Iteration 34Q: 3 clusters Score -584704.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -584713.000000 Penalty: 4259.382812
	Iteration 35Q: 3 clusters Score -584713 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -584720.562500 Penalty: 4259.382812
	Iteration 36Q: 3 clusters Score -584720.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -584725.687500 Penalty: 4259.382812
	Iteration 37Q: 3 clusters Score -584725.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -584730.500000 Penalty: 4259.382812
	Iteration 38Q: 3 clusters Score -584730.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -584735.125000 Penalty: 4259.382812
	Iteration 39Q: 3 clusters Score -584735.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -584738.937500 Penalty: 4259.382812
	Iteration 40F: 3 clusters Score -584738.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -584741.562500 Penalty: 4259.382812
	Iteration 41Q: 3 clusters Score -584741.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -584743.500000 Penalty: 4259.382812
	Iteration 42Q: 3 clusters Score -584743.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -584744.250000 Penalty: 4259.382812
	Iteration 43Q: 3 clusters Score -584744.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -584744.437500 Penalty: 4259.382812
	Iteration 44Q: 3 clusters Score -584744.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -584744.875000 Penalty: 4259.382812
	Iteration 45Q: 3 clusters Score -584744.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -584747.375000 Penalty: 4259.382812
	Iteration 46Q: 3 clusters Score -584747.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -584746.500000 Penalty: 4259.382812
	Iteration 47Q: 3 clusters Score -584746.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -584746.500000 Penalty: 4259.382812
	Iteration 48F: 3 clusters Score -584746.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -71518.687500 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -71518.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -69832.242188 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -69832.24 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -70048.109375 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -70048.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -70088.359375 Penalty: 3267.424805
	Iteration 2Q: 3 clusters Score -70088.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -70113.062500 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -70113.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -70124.882812 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -70124.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -70132.695312 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -70132.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -70139.273438 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -70139.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -70149.398438 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -70149.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -70166.125000 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -70166.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -70177.250000 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -70177.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -70192.914062 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -70192.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -70204.562500 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -70204.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -70221.773438 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -70221.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -70234.804688 Penalty: 3267.424805
	Iteration 13Q: 3 clusters Score -70234.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -70240.273438 Penalty: 3267.424805
	Iteration 14Q: 3 clusters Score -70240.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -70241.960938 Penalty: 3267.424805
	Iteration 15Q: 3 clusters Score -70241.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -70243.742188 Penalty: 3267.424805
	Iteration 16Q: 3 clusters Score -70243.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -70246.546875 Penalty: 3267.424805
	Iteration 17Q: 3 clusters Score -70246.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -70249.992188 Penalty: 3267.424805
	Iteration 18Q: 3 clusters Score -70249.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -70252.257812 Penalty: 3267.424805
	Iteration 19Q: 3 clusters Score -70252.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -70255.367188 Penalty: 3267.424805
	Iteration 20F: 3 clusters Score -70255.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (6038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Entering Unmasked Estep 
Score: -647713.125000 Penalty: 2159.045166
	Iteration 0F: 2 clusters Score -647713.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -642566.812500 Penalty: 4318.090332
	Iteration 0F: 3 clusters Score -642566.8 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -643869.812500 Penalty: 4318.090332
	Iteration 1F: 3 clusters Score -643869.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -644099.250000 Penalty: 4318.090332
	Iteration 2F: 3 clusters Score -644099.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -644255.750000 Penalty: 4318.090332
	Iteration 3F: 3 clusters Score -644255.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -644366.687500 Penalty: 4318.090332
	Iteration 4Q: 3 clusters Score -644366.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -644453.937500 Penalty: 4318.090332
	Iteration 5Q: 3 clusters Score -644453.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -644537.375000 Penalty: 4318.090332
	Iteration 6Q: 3 clusters Score -644537.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -644608.000000 Penalty: 4318.090332
	Iteration 7Q: 3 clusters Score -644608 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -644665.750000 Penalty: 4318.090332
	Iteration 8Q: 3 clusters Score -644665.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -644710.812500 Penalty: 4318.090332
	Iteration 9Q: 3 clusters Score -644710.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -644759.312500 Penalty: 4318.090332
	Iteration 10Q: 3 clusters Score -644759.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -644812.812500 Penalty: 4318.090332
	Iteration 11Q: 3 clusters Score -644812.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -644867.812500 Penalty: 4318.090332
	Iteration 12Q: 3 clusters Score -644867.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -644936.625000 Penalty: 4318.090332
	Iteration 13Q: 3 clusters Score -644936.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -645009.562500 Penalty: 4318.090332
	Iteration 14Q: 3 clusters Score -645009.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -645074.625000 Penalty: 4318.090332
	Iteration 15Q: 3 clusters Score -645074.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -645154.750000 Penalty: 4318.090332
	Iteration 16Q: 3 clusters Score -645154.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -645238.250000 Penalty: 4318.090332
	Iteration 17Q: 3 clusters Score -645238.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -645326.625000 Penalty: 4318.090332
	Iteration 18Q: 3 clusters Score -645326.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -645410.500000 Penalty: 4318.090332
	Iteration 19Q: 3 clusters Score -645410.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -645462.000000 Penalty: 4318.090332
	Iteration 20F: 3 clusters Score -645462 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -645506.375000 Penalty: 4318.090332
	Iteration 21Q: 3 clusters Score -645506.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -645544.500000 Penalty: 4318.090332
	Iteration 22Q: 3 clusters Score -645544.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -645587.875000 Penalty: 4318.090332
	Iteration 23Q: 3 clusters Score -645587.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -645620.312500 Penalty: 4318.090332
	Iteration 24Q: 3 clusters Score -645620.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -645641.437500 Penalty: 4318.090332
	Iteration 25Q: 3 clusters Score -645641.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -645657.187500 Penalty: 4318.090332
	Iteration 26Q: 3 clusters Score -645657.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -645678.500000 Penalty: 4318.090332
	Iteration 27Q: 3 clusters Score -645678.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -645694.062500 Penalty: 4318.090332
	Iteration 28Q: 3 clusters Score -645694.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -645706.937500 Penalty: 4318.090332
	Iteration 29Q: 3 clusters Score -645706.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -645712.187500 Penalty: 4318.090332
	Iteration 30Q: 3 clusters Score -645712.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -645718.125000 Penalty: 4318.090332
	Iteration 31Q: 3 clusters Score -645718.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -645723.937500 Penalty: 4318.090332
	Iteration 32Q: 3 clusters Score -645723.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -645729.562500 Penalty: 4318.090332
	Iteration 33Q: 3 clusters Score -645729.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -645730.625000 Penalty: 4318.090332
	Iteration 34Q: 3 clusters Score -645730.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -645731.500000 Penalty: 4318.090332
	Iteration 35Q: 3 clusters Score -645731.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -645737.375000 Penalty: 4318.090332
	Iteration 36Q: 3 clusters Score -645737.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -645739.875000 Penalty: 4318.090332
	Iteration 37Q: 3 clusters Score -645739.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -645742.875000 Penalty: 4318.090332
	Iteration 38Q: 3 clusters Score -645742.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -645749.062500 Penalty: 4318.090332
	Iteration 39Q: 3 clusters Score -645749.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -645754.562500 Penalty: 4318.090332
	Iteration 40F: 3 clusters Score -645754.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -645759.062500 Penalty: 4318.090332
	Iteration 41Q: 3 clusters Score -645759.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -645765.875000 Penalty: 4318.090332
	Iteration 42Q: 3 clusters Score -645765.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -645769.812500 Penalty: 4318.090332
	Iteration 43Q: 3 clusters Score -645769.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -645772.375000 Penalty: 4318.090332
	Iteration 44Q: 3 clusters Score -645772.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -645775.562500 Penalty: 4318.090332
	Iteration 45Q: 3 clusters Score -645775.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -645775.375000 Penalty: 4318.090332
	Iteration 46Q: 3 clusters Score -645775.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -645775.375000 Penalty: 4318.090332
	Iteration 47F: 3 clusters Score -645775.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -30130.804688 Penalty: 1426.637939
	Iteration 0F: 2 clusters Score -30130.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28950.568359 Penalty: 2853.275879
	Iteration 0F: 3 clusters Score -28950.57 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29056.732422 Penalty: 2853.275879
	Iteration 1F: 3 clusters Score -29056.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -29114.730469 Penalty: 2853.275879
	Iteration 2F: 3 clusters Score -29114.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29138.664062 Penalty: 2853.275879
	Iteration 3Q: 3 clusters Score -29138.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29138.664062 Penalty: 2853.275879
	Iteration 4F: 3 clusters Score -29138.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (16155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Entering Unmasked Estep 
Score: -1764922.000000 Penalty: 2403.116455
	Iteration 0F: 2 clusters Score -1764922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1753344.875000 Penalty: 4806.232910
	Iteration 0F: 3 clusters Score -1753345 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1757028.625000 Penalty: 4806.232910
	Iteration 1F: 3 clusters Score -1757029 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1757405.875000 Penalty: 4806.232910
	Iteration 2F: 3 clusters Score -1757406 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1757725.500000 Penalty: 4806.232910
	Iteration 3Q: 3 clusters Score -1757726 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1758021.500000 Penalty: 4806.232910
	Iteration 4Q: 3 clusters Score -1758022 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1758367.500000 Penalty: 4806.232910
	Iteration 5Q: 3 clusters Score -1758368 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1758801.375000 Penalty: 4806.232910
	Iteration 6Q: 3 clusters Score -1758801 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1759335.125000 Penalty: 4806.232910
	Iteration 7F: 3 clusters Score -1759335 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1759873.750000 Penalty: 4806.232910
	Iteration 8F: 3 clusters Score -1759874 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1760442.250000 Penalty: 4806.232910
	Iteration 9Q: 3 clusters Score -1760442 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1760977.250000 Penalty: 4806.232910
	Iteration 10Q: 3 clusters Score -1760977 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1761466.750000 Penalty: 4806.232910
	Iteration 11Q: 3 clusters Score -1761467 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1761813.750000 Penalty: 4806.232910
	Iteration 12Q: 3 clusters Score -1761814 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -1762071.625000 Penalty: 4806.232910
	Iteration 13Q: 3 clusters Score -1762072 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -1762245.875000 Penalty: 4806.232910
	Iteration 14Q: 3 clusters Score -1762246 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -1762364.875000 Penalty: 4806.232910
	Iteration 15Q: 3 clusters Score -1762365 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -1762452.000000 Penalty: 4806.232910
	Iteration 16Q: 3 clusters Score -1762452 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -1762539.625000 Penalty: 4806.232910
	Iteration 17Q: 3 clusters Score -1762540 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -1762607.375000 Penalty: 4806.232910
	Iteration 18Q: 3 clusters Score -1762607 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -1762648.125000 Penalty: 4806.232910
	Iteration 19Q: 3 clusters Score -1762648 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -1762680.750000 Penalty: 4806.232910
	Iteration 20F: 3 clusters Score -1762681 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1762700.750000 Penalty: 4806.232910
	Iteration 21Q: 3 clusters Score -1762701 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -1762727.625000 Penalty: 4806.232910
	Iteration 22Q: 3 clusters Score -1762728 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -1762739.625000 Penalty: 4806.232910
	Iteration 23Q: 3 clusters Score -1762740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -1762759.750000 Penalty: 4806.232910
	Iteration 24Q: 3 clusters Score -1762760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -1762768.000000 Penalty: 4806.232910
	Iteration 25Q: 3 clusters Score -1762768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -1762777.000000 Penalty: 4806.232910
	Iteration 26Q: 3 clusters Score -1762777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -1762787.375000 Penalty: 4806.232910
	Iteration 27Q: 3 clusters Score -1762787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -1762791.750000 Penalty: 4806.232910
	Iteration 28Q: 3 clusters Score -1762792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -1762789.625000 Penalty: 4806.232910
	Iteration 29Q: 3 clusters Score -1762790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1762791.625000 Penalty: 4806.232910
	Iteration 30Q: 3 clusters Score -1762792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1762790.250000 Penalty: 4806.232910
	Iteration 31Q: 3 clusters Score -1762790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -1762793.125000 Penalty: 4806.232910
	Iteration 32Q: 3 clusters Score -1762793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -1762794.750000 Penalty: 4806.232910
	Iteration 33Q: 3 clusters Score -1762795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -1762794.500000 Penalty: 4806.232910
	Iteration 34Q: 3 clusters Score -1762794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1762795.625000 Penalty: 4806.232910
	Iteration 35Q: 3 clusters Score -1762796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1762795.625000 Penalty: 4806.232910
	Iteration 36F: 3 clusters Score -1762796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (14461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Entering Unmasked Estep 
Score: -1594301.875000 Penalty: 2375.644043
	Iteration 0F: 2 clusters Score -1594302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1583854.500000 Penalty: 4751.288086
	Iteration 0F: 3 clusters Score -1583854 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1587109.500000 Penalty: 4751.288086
	Iteration 1F: 3 clusters Score -1587110 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1587457.875000 Penalty: 4751.288086
	Iteration 2F: 3 clusters Score -1587458 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1587823.750000 Penalty: 4751.288086
	Iteration 3F: 3 clusters Score -1587824 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1588253.500000 Penalty: 4751.288086
	Iteration 4Q: 3 clusters Score -1588254 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1588791.250000 Penalty: 4751.288086
	Iteration 5F: 3 clusters Score -1588791 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1589411.750000 Penalty: 4751.288086
	Iteration 6F: 3 clusters Score -1589412 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1590034.375000 Penalty: 4751.288086
	Iteration 7F: 3 clusters Score -1590034 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1590622.625000 Penalty: 4751.288086
	Iteration 8Q: 3 clusters Score -1590623 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1591157.500000 Penalty: 4751.288086
	Iteration 9Q: 3 clusters Score -1591158 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1591552.125000 Penalty: 4751.288086
	Iteration 10Q: 3 clusters Score -1591552 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1591796.750000 Penalty: 4751.288086
	Iteration 11Q: 3 clusters Score -1591797 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1591937.500000 Penalty: 4751.288086
	Iteration 12Q: 3 clusters Score -1591938 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1592039.375000 Penalty: 4751.288086
	Iteration 13Q: 3 clusters Score -1592039 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1592106.000000 Penalty: 4751.288086
	Iteration 14Q: 3 clusters Score -1592106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1592137.375000 Penalty: 4751.288086
	Iteration 15Q: 3 clusters Score -1592137 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1592163.625000 Penalty: 4751.288086
	Iteration 16Q: 3 clusters Score -1592164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1592180.750000 Penalty: 4751.288086
	Iteration 17Q: 3 clusters Score -1592181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1592193.125000 Penalty: 4751.288086
	Iteration 18Q: 3 clusters Score -1592193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1592200.875000 Penalty: 4751.288086
	Iteration 19Q: 3 clusters Score -1592201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1592212.000000 Penalty: 4751.288086
	Iteration 20F: 3 clusters Score -1592212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1592221.375000 Penalty: 4751.288086
	Iteration 21Q: 3 clusters Score -1592221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1592229.625000 Penalty: 4751.288086
	Iteration 22Q: 3 clusters Score -1592230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1592232.625000 Penalty: 4751.288086
	Iteration 23Q: 3 clusters Score -1592233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1592236.375000 Penalty: 4751.288086
	Iteration 24Q: 3 clusters Score -1592236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1592240.500000 Penalty: 4751.288086
	Iteration 25Q: 3 clusters Score -1592240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1592240.250000 Penalty: 4751.288086
	Iteration 26Q: 3 clusters Score -1592240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1592240.250000 Penalty: 4751.288086
	Iteration 27F: 3 clusters Score -1592240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (4483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Entering Unmasked Estep 
Score: -473761.750000 Penalty: 2085.195801
	Iteration 0F: 2 clusters Score -473761.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -469594.781250 Penalty: 4170.391602
	Iteration 0F: 3 clusters Score -469594.8 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -470511.781250 Penalty: 4170.391602
	Iteration 1F: 3 clusters Score -470511.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -470708.500000 Penalty: 4170.391602
	Iteration 2F: 3 clusters Score -470708.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -470817.031250 Penalty: 4170.391602
	Iteration 3Q: 3 clusters Score -470817 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -470886.687500 Penalty: 4170.391602
	Iteration 4Q: 3 clusters Score -470886.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -470947.656250 Penalty: 4170.391602
	Iteration 5Q: 3 clusters Score -470947.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -471010.156250 Penalty: 4170.391602
	Iteration 6Q: 3 clusters Score -471010.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -471058.093750 Penalty: 4170.391602
	Iteration 7Q: 3 clusters Score -471058.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -471097.812500 Penalty: 4170.391602
	Iteration 8Q: 3 clusters Score -471097.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -471136.593750 Penalty: 4170.391602
	Iteration 9Q: 3 clusters Score -471136.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -471170.562500 Penalty: 4170.391602
	Iteration 10Q: 3 clusters Score -471170.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -471201.031250 Penalty: 4170.391602
	Iteration 11Q: 3 clusters Score -471201 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -471229.718750 Penalty: 4170.391602
	Iteration 12Q: 3 clusters Score -471229.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -471264.906250 Penalty: 4170.391602
	Iteration 13Q: 3 clusters Score -471264.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -471298.187500 Penalty: 4170.391602
	Iteration 14Q: 3 clusters Score -471298.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -471345.312500 Penalty: 4170.391602
	Iteration 15Q: 3 clusters Score -471345.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -471389.562500 Penalty: 4170.391602
	Iteration 16Q: 3 clusters Score -471389.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -471434.187500 Penalty: 4170.391602
	Iteration 17Q: 3 clusters Score -471434.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -471483.093750 Penalty: 4170.391602
	Iteration 18Q: 3 clusters Score -471483.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -471536.531250 Penalty: 4170.391602
	Iteration 19Q: 3 clusters Score -471536.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -471603.875000 Penalty: 4170.391602
	Iteration 20F: 3 clusters Score -471603.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -471665.406250 Penalty: 4170.391602
	Iteration 21Q: 3 clusters Score -471665.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -471719.468750 Penalty: 4170.391602
	Iteration 22Q: 3 clusters Score -471719.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -471785.750000 Penalty: 4170.391602
	Iteration 23Q: 3 clusters Score -471785.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -471857.625000 Penalty: 4170.391602
	Iteration 24Q: 3 clusters Score -471857.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -471922.218750 Penalty: 4170.391602
	Iteration 25Q: 3 clusters Score -471922.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -471971.750000 Penalty: 4170.391602
	Iteration 26Q: 3 clusters Score -471971.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -472010.781250 Penalty: 4170.391602
	Iteration 27Q: 3 clusters Score -472010.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -472037.406250 Penalty: 4170.391602
	Iteration 28Q: 3 clusters Score -472037.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -472052.937500 Penalty: 4170.391602
	Iteration 29Q: 3 clusters Score -472052.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -472069.968750 Penalty: 4170.391602
	Iteration 30Q: 3 clusters Score -472070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -472085.093750 Penalty: 4170.391602
	Iteration 31Q: 3 clusters Score -472085.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -472095.468750 Penalty: 4170.391602
	Iteration 32Q: 3 clusters Score -472095.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -472102.812500 Penalty: 4170.391602
	Iteration 33Q: 3 clusters Score -472102.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -472112.250000 Penalty: 4170.391602
	Iteration 34Q: 3 clusters Score -472112.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -472116.968750 Penalty: 4170.391602
	Iteration 35Q: 3 clusters Score -472117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -472119.593750 Penalty: 4170.391602
	Iteration 36Q: 3 clusters Score -472119.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -472122.500000 Penalty: 4170.391602
	Iteration 37Q: 3 clusters Score -472122.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -472127.781250 Penalty: 4170.391602
	Iteration 38Q: 3 clusters Score -472127.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -472134.187500 Penalty: 4170.391602
	Iteration 39Q: 3 clusters Score -472134.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -472137.687500 Penalty: 4170.391602
	Iteration 40F: 3 clusters Score -472137.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -472139.468750 Penalty: 4170.391602
	Iteration 41Q: 3 clusters Score -472139.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -472140.250000 Penalty: 4170.391602
	Iteration 42Q: 3 clusters Score -472140.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -472140.250000 Penalty: 4170.391602
	Iteration 43F: 3 clusters Score -472140.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (3436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Entering Unmasked Estep 
Score: -372575.718750 Penalty: 2019.231689
	Iteration 0F: 2 clusters Score -372575.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -369057.718750 Penalty: 4038.463379
	Iteration 0F: 3 clusters Score -369057.7 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -369797.968750 Penalty: 4038.463379
	Iteration 1F: 3 clusters Score -369798 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -369966.406250 Penalty: 4038.463379
	Iteration 2F: 3 clusters Score -369966.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -370061.718750 Penalty: 4038.463379
	Iteration 3Q: 3 clusters Score -370061.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -370129.468750 Penalty: 4038.463379
	Iteration 4Q: 3 clusters Score -370129.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -370184.500000 Penalty: 4038.463379
	Iteration 5Q: 3 clusters Score -370184.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -370228.843750 Penalty: 4038.463379
	Iteration 6Q: 3 clusters Score -370228.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -370262.812500 Penalty: 4038.463379
	Iteration 7Q: 3 clusters Score -370262.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -370298.500000 Penalty: 4038.463379
	Iteration 8Q: 3 clusters Score -370298.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -370326.656250 Penalty: 4038.463379
	Iteration 9Q: 3 clusters Score -370326.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -370356.812500 Penalty: 4038.463379
	Iteration 10Q: 3 clusters Score -370356.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -370374.625000 Penalty: 4038.463379
	Iteration 11Q: 3 clusters Score -370374.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -370389.781250 Penalty: 4038.463379
	Iteration 12Q: 3 clusters Score -370389.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -370404.406250 Penalty: 4038.463379
	Iteration 13Q: 3 clusters Score -370404.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -370418.625000 Penalty: 4038.463379
	Iteration 14Q: 3 clusters Score -370418.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -370431.750000 Penalty: 4038.463379
	Iteration 15Q: 3 clusters Score -370431.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -370444.687500 Penalty: 4038.463379
	Iteration 16Q: 3 clusters Score -370444.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -370455.125000 Penalty: 4038.463379
	Iteration 17Q: 3 clusters Score -370455.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -370469.625000 Penalty: 4038.463379
	Iteration 18Q: 3 clusters Score -370469.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -370485.656250 Penalty: 4038.463379
	Iteration 19Q: 3 clusters Score -370485.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -370500.531250 Penalty: 4038.463379
	Iteration 20F: 3 clusters Score -370500.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -370514.625000 Penalty: 4038.463379
	Iteration 21Q: 3 clusters Score -370514.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -370527.437500 Penalty: 4038.463379
	Iteration 22Q: 3 clusters Score -370527.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -370538.093750 Penalty: 4038.463379
	Iteration 23Q: 3 clusters Score -370538.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -370552.968750 Penalty: 4038.463379
	Iteration 24Q: 3 clusters Score -370553 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -370563.843750 Penalty: 4038.463379
	Iteration 25Q: 3 clusters Score -370563.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -370570.593750 Penalty: 4038.463379
	Iteration 26Q: 3 clusters Score -370570.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -370579.218750 Penalty: 4038.463379
	Iteration 27Q: 3 clusters Score -370579.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -370589.906250 Penalty: 4038.463379
	Iteration 28Q: 3 clusters Score -370589.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -370601.500000 Penalty: 4038.463379
	Iteration 29Q: 3 clusters Score -370601.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -370609.968750 Penalty: 4038.463379
	Iteration 30Q: 3 clusters Score -370610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -370619.437500 Penalty: 4038.463379
	Iteration 31Q: 3 clusters Score -370619.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -370624.906250 Penalty: 4038.463379
	Iteration 32Q: 3 clusters Score -370624.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -370631.437500 Penalty: 4038.463379
	Iteration 33Q: 3 clusters Score -370631.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -370635.000000 Penalty: 4038.463379
	Iteration 34Q: 3 clusters Score -370635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -370638.031250 Penalty: 4038.463379
	Iteration 35Q: 3 clusters Score -370638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -370642.000000 Penalty: 4038.463379
	Iteration 36Q: 3 clusters Score -370642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -370644.531250 Penalty: 4038.463379
	Iteration 37Q: 3 clusters Score -370644.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -370647.593750 Penalty: 4038.463379
	Iteration 38Q: 3 clusters Score -370647.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -370649.250000 Penalty: 4038.463379
	Iteration 39Q: 3 clusters Score -370649.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -370651.187500 Penalty: 4038.463379
	Iteration 40F: 3 clusters Score -370651.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -370652.312500 Penalty: 4038.463379
	Iteration 41Q: 3 clusters Score -370652.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -370652.000000 Penalty: 4038.463379
	Iteration 42Q: 3 clusters Score -370652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -370653.062500 Penalty: 4038.463379
	Iteration 43Q: 3 clusters Score -370653.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -370653.593750 Penalty: 4038.463379
	Iteration 44Q: 3 clusters Score -370653.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -370653.875000 Penalty: 4038.463379
	Iteration 45Q: 3 clusters Score -370653.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -370653.875000 Penalty: 4038.463379
	Iteration 46F: 3 clusters Score -370653.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (16653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Entering Unmasked Estep 
Score: -1807196.375000 Penalty: 2410.645752
	Iteration 0F: 2 clusters Score -1807196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1795334.375000 Penalty: 4821.291504
	Iteration 0F: 3 clusters Score -1795334 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1799330.500000 Penalty: 4821.291504
	Iteration 1F: 3 clusters Score -1799330 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1799860.250000 Penalty: 4821.291504
	Iteration 2F: 3 clusters Score -1799860 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1800413.875000 Penalty: 4821.291504
	Iteration 3F: 3 clusters Score -1800414 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1800965.000000 Penalty: 4821.291504
	Iteration 4F: 3 clusters Score -1800965 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1801567.500000 Penalty: 4821.291504
	Iteration 5F: 3 clusters Score -1801568 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1802164.125000 Penalty: 4821.291504
	Iteration 6F: 3 clusters Score -1802164 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1802675.875000 Penalty: 4821.291504
	Iteration 7F: 3 clusters Score -1802676 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1803123.500000 Penalty: 4821.291504
	Iteration 8Q: 3 clusters Score -1803124 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1803473.750000 Penalty: 4821.291504
	Iteration 9Q: 3 clusters Score -1803474 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1803748.250000 Penalty: 4821.291504
	Iteration 10Q: 3 clusters Score -1803748 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1803974.375000 Penalty: 4821.291504
	Iteration 11Q: 3 clusters Score -1803974 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1804170.750000 Penalty: 4821.291504
	Iteration 12Q: 3 clusters Score -1804171 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1804325.625000 Penalty: 4821.291504
	Iteration 13Q: 3 clusters Score -1804326 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1804465.500000 Penalty: 4821.291504
	Iteration 14Q: 3 clusters Score -1804466 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1804576.875000 Penalty: 4821.291504
	Iteration 15Q: 3 clusters Score -1804577 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1804662.250000 Penalty: 4821.291504
	Iteration 16Q: 3 clusters Score -1804662 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1804735.000000 Penalty: 4821.291504
	Iteration 17Q: 3 clusters Score -1804735 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1804787.000000 Penalty: 4821.291504
	Iteration 18Q: 3 clusters Score -1804787 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1804854.750000 Penalty: 4821.291504
	Iteration 19Q: 3 clusters Score -1804855 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1804912.125000 Penalty: 4821.291504
	Iteration 20F: 3 clusters Score -1804912 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1804958.625000 Penalty: 4821.291504
	Iteration 21Q: 3 clusters Score -1804959 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1804996.750000 Penalty: 4821.291504
	Iteration 22Q: 3 clusters Score -1804997 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1805029.875000 Penalty: 4821.291504
	Iteration 23Q: 3 clusters Score -1805030 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1805043.875000 Penalty: 4821.291504
	Iteration 24Q: 3 clusters Score -1805044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1805062.375000 Penalty: 4821.291504
	Iteration 25Q: 3 clusters Score -1805062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1805076.750000 Penalty: 4821.291504
	Iteration 26Q: 3 clusters Score -1805077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1805082.375000 Penalty: 4821.291504
	Iteration 27Q: 3 clusters Score -1805082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1805090.875000 Penalty: 4821.291504
	Iteration 28Q: 3 clusters Score -1805091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1805098.625000 Penalty: 4821.291504
	Iteration 29Q: 3 clusters Score -1805099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1805104.250000 Penalty: 4821.291504
	Iteration 30Q: 3 clusters Score -1805104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1805108.125000 Penalty: 4821.291504
	Iteration 31Q: 3 clusters Score -1805108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1805114.875000 Penalty: 4821.291504
	Iteration 32Q: 3 clusters Score -1805115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1805118.500000 Penalty: 4821.291504
	Iteration 33Q: 3 clusters Score -1805118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1805119.500000 Penalty: 4821.291504
	Iteration 34Q: 3 clusters Score -1805120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1805123.250000 Penalty: 4821.291504
	Iteration 35Q: 3 clusters Score -1805123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1805122.375000 Penalty: 4821.291504
	Iteration 36Q: 3 clusters Score -1805122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1805122.125000 Penalty: 4821.291504
	Iteration 37Q: 3 clusters Score -1805122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1805126.125000 Penalty: 4821.291504
	Iteration 38Q: 3 clusters Score -1805126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1805127.125000 Penalty: 4821.291504
	Iteration 39Q: 3 clusters Score -1805127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1805127.125000 Penalty: 4821.291504
	Iteration 40F: 3 clusters Score -1805127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (13753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Entering Unmasked Estep 
Score: -1508654.000000 Penalty: 2363.195068
	Iteration 0F: 2 clusters Score -1508654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1498628.375000 Penalty: 4726.390137
	Iteration 0F: 3 clusters Score -1498628 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1501618.875000 Penalty: 4726.390137
	Iteration 1F: 3 clusters Score -1501619 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1501896.500000 Penalty: 4726.390137
	Iteration 2F: 3 clusters Score -1501896 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1502088.250000 Penalty: 4726.390137
	Iteration 3Q: 3 clusters Score -1502088 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1502249.875000 Penalty: 4726.390137
	Iteration 4Q: 3 clusters Score -1502250 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1502388.500000 Penalty: 4726.390137
	Iteration 5Q: 3 clusters Score -1502388 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1502513.875000 Penalty: 4726.390137
	Iteration 6Q: 3 clusters Score -1502514 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1502613.125000 Penalty: 4726.390137
	Iteration 7Q: 3 clusters Score -1502613 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1502725.375000 Penalty: 4726.390137
	Iteration 8Q: 3 clusters Score -1502725 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1502842.500000 Penalty: 4726.390137
	Iteration 9Q: 3 clusters Score -1502842 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1502970.375000 Penalty: 4726.390137
	Iteration 10Q: 3 clusters Score -1502970 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1503126.750000 Penalty: 4726.390137
	Iteration 11Q: 3 clusters Score -1503127 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1503301.125000 Penalty: 4726.390137
	Iteration 12Q: 3 clusters Score -1503301 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1503552.250000 Penalty: 4726.390137
	Iteration 13Q: 3 clusters Score -1503552 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1503858.250000 Penalty: 4726.390137
	Iteration 14Q: 3 clusters Score -1503858 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1504214.375000 Penalty: 4726.390137
	Iteration 15Q: 3 clusters Score -1504214 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1504589.500000 Penalty: 4726.390137
	Iteration 16Q: 3 clusters Score -1504590 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1504974.750000 Penalty: 4726.390137
	Iteration 17Q: 3 clusters Score -1504975 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1505340.375000 Penalty: 4726.390137
	Iteration 18Q: 3 clusters Score -1505340 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1505695.125000 Penalty: 4726.390137
	Iteration 19Q: 3 clusters Score -1505695 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1505968.250000 Penalty: 4726.390137
	Iteration 20F: 3 clusters Score -1505968 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1506155.750000 Penalty: 4726.390137
	Iteration 21Q: 3 clusters Score -1506156 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1506280.250000 Penalty: 4726.390137
	Iteration 22Q: 3 clusters Score -1506280 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1506370.000000 Penalty: 4726.390137
	Iteration 23Q: 3 clusters Score -1506370 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1506428.875000 Penalty: 4726.390137
	Iteration 24Q: 3 clusters Score -1506429 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1506485.875000 Penalty: 4726.390137
	Iteration 25Q: 3 clusters Score -1506486 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1506556.625000 Penalty: 4726.390137
	Iteration 26Q: 3 clusters Score -1506557 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1506582.750000 Penalty: 4726.390137
	Iteration 27Q: 3 clusters Score -1506583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1506595.500000 Penalty: 4726.390137
	Iteration 28Q: 3 clusters Score -1506596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1506599.125000 Penalty: 4726.390137
	Iteration 29Q: 3 clusters Score -1506599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1506600.250000 Penalty: 4726.390137
	Iteration 30Q: 3 clusters Score -1506600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1506600.250000 Penalty: 4726.390137
	Iteration 31F: 3 clusters Score -1506600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58300 members 
Mstep: Class 5 contains 21602 members 
Mstep: Class 6 contains 7712 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6436 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90178 members 
Mstep: Class 11 contains 9041 members 
Mstep: Class 12 contains 31277 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10520 members 
Mstep: Class 16 contains 17032 members 
Mstep: Class 17 contains 4811 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28743 members 
Mstep: Class 20 contains 10426 members 
Mstep: Class 21 contains 14466 members 
Mstep: Class 22 contains 10074 members 
Mstep: Class 23 contains 26334 members 
Mstep: Class 24 contains 13891 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5577 members 
Mstep: Class 30 contains 17969 members 
Mstep: Class 31 contains 16888 members 
Mstep: Class 32 contains 10450 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12166 members 
Mstep: Class 36 contains 27673 members 
Mstep: Class 37 contains 19946 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8913 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16884 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7468 members 
Mstep: Class 45 contains 5364 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6038 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14461 members 
Mstep: Class 51 contains 4483 members 
Mstep: Class 52 contains 3436 members 
Mstep: Class 53 contains 16653 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770184.000000 Penalty: 179211.343750
Iteration 279Q: 55 clusters Score -6.477018e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58300 members 
Mstep: Class 5 contains 21602 members 
Mstep: Class 6 contains 7712 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6448 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90178 members 
Mstep: Class 11 contains 9047 members 
Mstep: Class 12 contains 31278 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10516 members 
Mstep: Class 16 contains 17026 members 
Mstep: Class 17 contains 4810 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10425 members 
Mstep: Class 21 contains 14466 members 
Mstep: Class 22 contains 10074 members 
Mstep: Class 23 contains 26347 members 
Mstep: Class 24 contains 13873 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5575 members 
Mstep: Class 30 contains 17969 members 
Mstep: Class 31 contains 16888 members 
Mstep: Class 32 contains 10451 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12166 members 
Mstep: Class 36 contains 27673 members 
Mstep: Class 37 contains 19947 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8913 members 
Mstep: Class 40 contains 3414 members 
Mstep: Class 41 contains 16884 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7467 members 
Mstep: Class 45 contains 5364 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6038 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14461 members 
Mstep: Class 51 contains 4483 members 
Mstep: Class 52 contains 3436 members 
Mstep: Class 53 contains 16653 members 
Mstep: Class 54 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770048.000000 Penalty: 179211.343750
Iteration 280F: 55 clusters Score -6.477005e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58300 members 
Mstep: Class 5 contains 21602 members 
Mstep: Class 6 contains 7712 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6457 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90179 members 
Mstep: Class 11 contains 9052 members 
Mstep: Class 12 contains 31278 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10516 members 
Mstep: Class 16 contains 17022 members 
Mstep: Class 17 contains 4810 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28741 members 
Mstep: Class 20 contains 10425 members 
Mstep: Class 21 contains 14466 members 
Mstep: Class 22 contains 10075 members 
Mstep: Class 23 contains 26346 members 
Mstep: Class 24 contains 13865 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5573 members 
Mstep: Class 30 contains 17971 members 
Mstep: Class 31 contains 16887 members 
Mstep: Class 32 contains 10451 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12166 members 
Mstep: Class 36 contains 27673 members 
Mstep: Class 37 contains 19948 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8913 members 
Mstep: Class 40 contains 3415 members 
Mstep: Class 41 contains 16883 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7466 members 
Mstep: Class 45 contains 5363 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6038 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14461 members 
Mstep: Class 51 contains 4483 members 
Mstep: Class 52 contains 3435 members 
Mstep: Class 53 contains 16651 members 
Mstep: Class 54 contains 13755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770060.000000 Penalty: 179211.343750
Iteration 281Q: 55 clusters Score -6.477006e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58301 members 
Mstep: Class 5 contains 21602 members 
Mstep: Class 6 contains 7712 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6466 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90179 members 
Mstep: Class 11 contains 9068 members 
Mstep: Class 12 contains 31278 members 
Mstep: Class 13 contains 6473 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10517 members 
Mstep: Class 16 contains 17006 members 
Mstep: Class 17 contains 4810 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28740 members 
Mstep: Class 20 contains 10425 members 
Mstep: Class 21 contains 14467 members 
Mstep: Class 22 contains 10076 members 
Mstep: Class 23 contains 26351 members 
Mstep: Class 24 contains 13850 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5572 members 
Mstep: Class 30 contains 17967 members 
Mstep: Class 31 contains 16887 members 
Mstep: Class 32 contains 10452 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12166 members 
Mstep: Class 36 contains 27673 members 
Mstep: Class 37 contains 19947 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8913 members 
Mstep: Class 40 contains 3414 members 
Mstep: Class 41 contains 16880 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7466 members 
Mstep: Class 45 contains 5362 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6038 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16155 members 
Mstep: Class 50 contains 14462 members 
Mstep: Class 51 contains 4484 members 
Mstep: Class 52 contains 3435 members 
Mstep: Class 53 contains 16651 members 
Mstep: Class 54 contains 13755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770000.000000 Penalty: 179211.343750
Iteration 282Q: 55 clusters Score -6.477e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58296 members 
Mstep: Class 5 contains 21602 members 
Mstep: Class 6 contains 7712 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6475 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90179 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 31278 members 
Mstep: Class 13 contains 6470 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10512 members 
Mstep: Class 16 contains 16999 members 
Mstep: Class 17 contains 4810 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28740 members 
Mstep: Class 20 contains 10425 members 
Mstep: Class 21 contains 14467 members 
Mstep: Class 22 contains 10078 members 
Mstep: Class 23 contains 26354 members 
Mstep: Class 24 contains 13832 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5572 members 
Mstep: Class 30 contains 17966 members 
Mstep: Class 31 contains 16887 members 
Mstep: Class 32 contains 10454 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12166 members 
Mstep: Class 36 contains 27671 members 
Mstep: Class 37 contains 19947 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8913 members 
Mstep: Class 40 contains 3414 members 
Mstep: Class 41 contains 16881 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7468 members 
Mstep: Class 45 contains 5362 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6038 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16156 members 
Mstep: Class 50 contains 14463 members 
Mstep: Class 51 contains 4485 members 
Mstep: Class 52 contains 3434 members 
Mstep: Class 53 contains 16651 members 
Mstep: Class 54 contains 13756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64769996.000000 Penalty: 179211.343750
Iteration 283Q: 55 clusters Score -6.477e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58300 members 
Mstep: Class 5 contains 21602 members 
Mstep: Class 6 contains 7712 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6488 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90179 members 
Mstep: Class 11 contains 9103 members 
Mstep: Class 12 contains 31278 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10506 members 
Mstep: Class 16 contains 16991 members 
Mstep: Class 17 contains 4810 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28740 members 
Mstep: Class 20 contains 10423 members 
Mstep: Class 21 contains 14465 members 
Mstep: Class 22 contains 10081 members 
Mstep: Class 23 contains 26358 members 
Mstep: Class 24 contains 13810 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5572 members 
Mstep: Class 30 contains 17970 members 
Mstep: Class 31 contains 16887 members 
Mstep: Class 32 contains 10453 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12166 members 
Mstep: Class 36 contains 27672 members 
Mstep: Class 37 contains 19948 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8913 members 
Mstep: Class 40 contains 3413 members 
Mstep: Class 41 contains 16881 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7467 members 
Mstep: Class 45 contains 5361 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6038 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16156 members 
Mstep: Class 50 contains 14463 members 
Mstep: Class 51 contains 4486 members 
Mstep: Class 52 contains 3433 members 
Mstep: Class 53 contains 16651 members 
Mstep: Class 54 contains 13756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770112.000000 Penalty: 179211.343750
Iteration 284Q: 55 clusters Score -6.477011e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58297 members 
Mstep: Class 5 contains 21602 members 
Mstep: Class 6 contains 7712 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6492 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90179 members 
Mstep: Class 11 contains 9124 members 
Mstep: Class 12 contains 31277 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10503 members 
Mstep: Class 16 contains 16980 members 
Mstep: Class 17 contains 4810 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28740 members 
Mstep: Class 20 contains 10422 members 
Mstep: Class 21 contains 14464 members 
Mstep: Class 22 contains 10083 members 
Mstep: Class 23 contains 26362 members 
Mstep: Class 24 contains 13801 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5572 members 
Mstep: Class 30 contains 17972 members 
Mstep: Class 31 contains 16885 members 
Mstep: Class 32 contains 10453 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12165 members 
Mstep: Class 36 contains 27673 members 
Mstep: Class 37 contains 19950 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8913 members 
Mstep: Class 40 contains 3411 members 
Mstep: Class 41 contains 16881 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7466 members 
Mstep: Class 45 contains 5360 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6038 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16156 members 
Mstep: Class 50 contains 14463 members 
Mstep: Class 51 contains 4487 members 
Mstep: Class 52 contains 3433 members 
Mstep: Class 53 contains 16651 members 
Mstep: Class 54 contains 13756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770088.000000 Penalty: 179211.343750
Iteration 285Q: 55 clusters Score -6.477009e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58296 members 
Mstep: Class 5 contains 21602 members 
Mstep: Class 6 contains 7712 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6499 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90179 members 
Mstep: Class 11 contains 9145 members 
Mstep: Class 12 contains 31277 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10503 members 
Mstep: Class 16 contains 16973 members 
Mstep: Class 17 contains 4810 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28740 members 
Mstep: Class 20 contains 10421 members 
Mstep: Class 21 contains 14465 members 
Mstep: Class 22 contains 10084 members 
Mstep: Class 23 contains 26368 members 
Mstep: Class 24 contains 13776 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 17974 members 
Mstep: Class 31 contains 16883 members 
Mstep: Class 32 contains 10453 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12165 members 
Mstep: Class 36 contains 27673 members 
Mstep: Class 37 contains 19951 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8915 members 
Mstep: Class 40 contains 3409 members 
Mstep: Class 41 contains 16883 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7465 members 
Mstep: Class 45 contains 5357 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6038 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16156 members 
Mstep: Class 50 contains 14463 members 
Mstep: Class 51 contains 4488 members 
Mstep: Class 52 contains 3433 members 
Mstep: Class 53 contains 16651 members 
Mstep: Class 54 contains 13757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770180.000000 Penalty: 179211.343750
Iteration 286Q: 55 clusters Score -6.477018e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58293 members 
Mstep: Class 5 contains 21602 members 
Mstep: Class 6 contains 7712 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6508 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90179 members 
Mstep: Class 11 contains 9155 members 
Mstep: Class 12 contains 31277 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10500 members 
Mstep: Class 16 contains 16957 members 
Mstep: Class 17 contains 4810 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28740 members 
Mstep: Class 20 contains 10421 members 
Mstep: Class 21 contains 14466 members 
Mstep: Class 22 contains 10085 members 
Mstep: Class 23 contains 26383 members 
Mstep: Class 24 contains 13761 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 17977 members 
Mstep: Class 31 contains 16881 members 
Mstep: Class 32 contains 10453 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12165 members 
Mstep: Class 36 contains 27672 members 
Mstep: Class 37 contains 19954 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8914 members 
Mstep: Class 40 contains 3407 members 
Mstep: Class 41 contains 16883 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7464 members 
Mstep: Class 45 contains 5356 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6038 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16156 members 
Mstep: Class 50 contains 14463 members 
Mstep: Class 51 contains 4489 members 
Mstep: Class 52 contains 3433 members 
Mstep: Class 53 contains 16651 members 
Mstep: Class 54 contains 13757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770200.000000 Penalty: 179211.343750
Iteration 287Q: 55 clusters Score -6.47702e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58295 members 
Mstep: Class 5 contains 21602 members 
Mstep: Class 6 contains 7712 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6516 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90179 members 
Mstep: Class 11 contains 9171 members 
Mstep: Class 12 contains 31276 members 
Mstep: Class 13 contains 6470 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10494 members 
Mstep: Class 16 contains 16946 members 
Mstep: Class 17 contains 4811 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28740 members 
Mstep: Class 20 contains 10420 members 
Mstep: Class 21 contains 14466 members 
Mstep: Class 22 contains 10085 members 
Mstep: Class 23 contains 26379 members 
Mstep: Class 24 contains 13753 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 17981 members 
Mstep: Class 31 contains 16880 members 
Mstep: Class 32 contains 10453 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12165 members 
Mstep: Class 36 contains 27671 members 
Mstep: Class 37 contains 19954 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8913 members 
Mstep: Class 40 contains 3406 members 
Mstep: Class 41 contains 16881 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7465 members 
Mstep: Class 45 contains 5356 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6037 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16157 members 
Mstep: Class 50 contains 14464 members 
Mstep: Class 51 contains 4491 members 
Mstep: Class 52 contains 3433 members 
Mstep: Class 53 contains 16651 members 
Mstep: Class 54 contains 13757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770140.000000 Penalty: 179211.343750
Iteration 288Q: 55 clusters Score -6.477014e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58294 members 
Mstep: Class 5 contains 21602 members 
Mstep: Class 6 contains 7712 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6523 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90179 members 
Mstep: Class 11 contains 9192 members 
Mstep: Class 12 contains 31276 members 
Mstep: Class 13 contains 6471 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10492 members 
Mstep: Class 16 contains 16944 members 
Mstep: Class 17 contains 4812 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28740 members 
Mstep: Class 20 contains 10417 members 
Mstep: Class 21 contains 14466 members 
Mstep: Class 22 contains 10085 members 
Mstep: Class 23 contains 26378 members 
Mstep: Class 24 contains 13733 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 17984 members 
Mstep: Class 31 contains 16877 members 
Mstep: Class 32 contains 10453 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12165 members 
Mstep: Class 36 contains 27671 members 
Mstep: Class 37 contains 19954 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8912 members 
Mstep: Class 40 contains 3406 members 
Mstep: Class 41 contains 16882 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7465 members 
Mstep: Class 45 contains 5355 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6037 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16158 members 
Mstep: Class 50 contains 14464 members 
Mstep: Class 51 contains 4492 members 
Mstep: Class 52 contains 3433 members 
Mstep: Class 53 contains 16651 members 
Mstep: Class 54 contains 13757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770172.000000 Penalty: 179211.343750
Iteration 289Q: 55 clusters Score -6.477017e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58295 members 
Mstep: Class 5 contains 21602 members 
Mstep: Class 6 contains 7712 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6524 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90180 members 
Mstep: Class 11 contains 9207 members 
Mstep: Class 12 contains 31275 members 
Mstep: Class 13 contains 6473 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10491 members 
Mstep: Class 16 contains 16941 members 
Mstep: Class 17 contains 4812 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28740 members 
Mstep: Class 20 contains 10413 members 
Mstep: Class 21 contains 14466 members 
Mstep: Class 22 contains 10085 members 
Mstep: Class 23 contains 26383 members 
Mstep: Class 24 contains 13716 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 17990 members 
Mstep: Class 31 contains 16870 members 
Mstep: Class 32 contains 10453 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12165 members 
Mstep: Class 36 contains 27671 members 
Mstep: Class 37 contains 19957 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8912 members 
Mstep: Class 40 contains 3406 members 
Mstep: Class 41 contains 16882 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7465 members 
Mstep: Class 45 contains 5354 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6037 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16158 members 
Mstep: Class 50 contains 14464 members 
Mstep: Class 51 contains 4492 members 
Mstep: Class 52 contains 3432 members 
Mstep: Class 53 contains 16651 members 
Mstep: Class 54 contains 13757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770152.000000 Penalty: 179211.343750
Iteration 290Q: 55 clusters Score -6.477015e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58297 members 
Mstep: Class 5 contains 21602 members 
Mstep: Class 6 contains 7712 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 6527 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90180 members 
Mstep: Class 11 contains 9226 members 
Mstep: Class 12 contains 31272 members 
Mstep: Class 13 contains 6474 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10490 members 
Mstep: Class 16 contains 16935 members 
Mstep: Class 17 contains 4812 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28741 members 
Mstep: Class 20 contains 10410 members 
Mstep: Class 21 contains 14466 members 
Mstep: Class 22 contains 10085 members 
Mstep: Class 23 contains 26376 members 
Mstep: Class 24 contains 13701 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 18000 members 
Mstep: Class 31 contains 16867 members 
Mstep: Class 32 contains 10452 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12165 members 
Mstep: Class 36 contains 27672 members 
Mstep: Class 37 contains 19959 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8912 members 
Mstep: Class 40 contains 3406 members 
Mstep: Class 41 contains 16883 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7465 members 
Mstep: Class 45 contains 5353 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6036 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16157 members 
Mstep: Class 50 contains 14465 members 
Mstep: Class 51 contains 4492 members 
Mstep: Class 52 contains 3432 members 
Mstep: Class 53 contains 16651 members 
Mstep: Class 54 contains 13757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770152.000000 Penalty: 179211.343750
Iteration 291Q: 55 clusters Score -6.477015e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58299 members 
Mstep: Class 5 contains 21602 members 
Mstep: Class 6 contains 7712 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 6533 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90180 members 
Mstep: Class 11 contains 9244 members 
Mstep: Class 12 contains 31272 members 
Mstep: Class 13 contains 6477 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10491 members 
Mstep: Class 16 contains 16925 members 
Mstep: Class 17 contains 4811 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10404 members 
Mstep: Class 21 contains 14466 members 
Mstep: Class 22 contains 10087 members 
Mstep: Class 23 contains 26373 members 
Mstep: Class 24 contains 13685 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 18005 members 
Mstep: Class 31 contains 16866 members 
Mstep: Class 32 contains 10448 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12164 members 
Mstep: Class 36 contains 27671 members 
Mstep: Class 37 contains 19963 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8912 members 
Mstep: Class 40 contains 3406 members 
Mstep: Class 41 contains 16881 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7464 members 
Mstep: Class 45 contains 5353 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6036 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16157 members 
Mstep: Class 50 contains 14467 members 
Mstep: Class 51 contains 4492 members 
Mstep: Class 52 contains 3432 members 
Mstep: Class 53 contains 16652 members 
Mstep: Class 54 contains 13757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770068.000000 Penalty: 179211.343750
Iteration 292Q: 55 clusters Score -6.477007e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58298 members 
Mstep: Class 5 contains 21601 members 
Mstep: Class 6 contains 7712 members 
Mstep: Class 7 contains 1866 members 
Mstep: Class 8 contains 6542 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90182 members 
Mstep: Class 11 contains 9267 members 
Mstep: Class 12 contains 31272 members 
Mstep: Class 13 contains 6477 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10491 members 
Mstep: Class 16 contains 16918 members 
Mstep: Class 17 contains 4810 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10401 members 
Mstep: Class 21 contains 14466 members 
Mstep: Class 22 contains 10087 members 
Mstep: Class 23 contains 26387 members 
Mstep: Class 24 contains 13658 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 18002 members 
Mstep: Class 31 contains 16865 members 
Mstep: Class 32 contains 10448 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12163 members 
Mstep: Class 36 contains 27671 members 
Mstep: Class 37 contains 19964 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8913 members 
Mstep: Class 40 contains 3406 members 
Mstep: Class 41 contains 16875 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7464 members 
Mstep: Class 45 contains 5353 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6036 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16156 members 
Mstep: Class 50 contains 14467 members 
Mstep: Class 51 contains 4492 members 
Mstep: Class 52 contains 3432 members 
Mstep: Class 53 contains 16652 members 
Mstep: Class 54 contains 13758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770100.000000 Penalty: 179211.343750
Iteration 293Q: 55 clusters Score -6.47701e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58299 members 
Mstep: Class 5 contains 21601 members 
Mstep: Class 6 contains 7712 members 
Mstep: Class 7 contains 1869 members 
Mstep: Class 8 contains 6550 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90182 members 
Mstep: Class 11 contains 9299 members 
Mstep: Class 12 contains 31271 members 
Mstep: Class 13 contains 6478 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10487 members 
Mstep: Class 16 contains 16904 members 
Mstep: Class 17 contains 4810 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10399 members 
Mstep: Class 21 contains 14466 members 
Mstep: Class 22 contains 10087 members 
Mstep: Class 23 contains 26386 members 
Mstep: Class 24 contains 13639 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 17999 members 
Mstep: Class 31 contains 16860 members 
Mstep: Class 32 contains 10447 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12163 members 
Mstep: Class 36 contains 27671 members 
Mstep: Class 37 contains 19966 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8913 members 
Mstep: Class 40 contains 3407 members 
Mstep: Class 41 contains 16876 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7463 members 
Mstep: Class 45 contains 5353 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6036 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16157 members 
Mstep: Class 50 contains 14468 members 
Mstep: Class 51 contains 4492 members 
Mstep: Class 52 contains 3432 members 
Mstep: Class 53 contains 16653 members 
Mstep: Class 54 contains 13758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770148.000000 Penalty: 179211.343750
Iteration 294Q: 55 clusters Score -6.477015e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58300 members 
Mstep: Class 5 contains 21600 members 
Mstep: Class 6 contains 7712 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 6564 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90183 members 
Mstep: Class 11 contains 9333 members 
Mstep: Class 12 contains 31271 members 
Mstep: Class 13 contains 6475 members 
Mstep: Class 14 contains 4623 members 
Mstep: Class 15 contains 10483 members 
Mstep: Class 16 contains 16892 members 
Mstep: Class 17 contains 4810 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10397 members 
Mstep: Class 21 contains 14466 members 
Mstep: Class 22 contains 10088 members 
Mstep: Class 23 contains 26383 members 
Mstep: Class 24 contains 13610 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 18001 members 
Mstep: Class 31 contains 16856 members 
Mstep: Class 32 contains 10446 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12163 members 
Mstep: Class 36 contains 27671 members 
Mstep: Class 37 contains 19967 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8913 members 
Mstep: Class 40 contains 3408 members 
Mstep: Class 41 contains 16877 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7462 members 
Mstep: Class 45 contains 5353 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6036 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16158 members 
Mstep: Class 50 contains 14469 members 
Mstep: Class 51 contains 4492 members 
Mstep: Class 52 contains 3432 members 
Mstep: Class 53 contains 16653 members 
Mstep: Class 54 contains 13757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770148.000000 Penalty: 179211.343750
Iteration 295Q: 55 clusters Score -6.477015e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58295 members 
Mstep: Class 5 contains 21600 members 
Mstep: Class 6 contains 7713 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 6570 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 9373 members 
Mstep: Class 12 contains 31271 members 
Mstep: Class 13 contains 6475 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10484 members 
Mstep: Class 16 contains 16876 members 
Mstep: Class 17 contains 4810 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 10394 members 
Mstep: Class 21 contains 14467 members 
Mstep: Class 22 contains 10091 members 
Mstep: Class 23 contains 26386 members 
Mstep: Class 24 contains 13580 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 18003 members 
Mstep: Class 31 contains 16854 members 
Mstep: Class 32 contains 10445 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12164 members 
Mstep: Class 36 contains 27671 members 
Mstep: Class 37 contains 19968 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8913 members 
Mstep: Class 40 contains 3408 members 
Mstep: Class 41 contains 16875 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7463 members 
Mstep: Class 45 contains 5353 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6037 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16158 members 
Mstep: Class 50 contains 14468 members 
Mstep: Class 51 contains 4492 members 
Mstep: Class 52 contains 3432 members 
Mstep: Class 53 contains 16653 members 
Mstep: Class 54 contains 13758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770252.000000 Penalty: 179211.343750
Iteration 296Q: 55 clusters Score -6.477025e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58294 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 7712 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 6567 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 9416 members 
Mstep: Class 12 contains 31268 members 
Mstep: Class 13 contains 6475 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10483 members 
Mstep: Class 16 contains 16865 members 
Mstep: Class 17 contains 4810 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28743 members 
Mstep: Class 20 contains 10392 members 
Mstep: Class 21 contains 14467 members 
Mstep: Class 22 contains 10092 members 
Mstep: Class 23 contains 26386 members 
Mstep: Class 24 contains 13557 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 18007 members 
Mstep: Class 31 contains 16852 members 
Mstep: Class 32 contains 10443 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12164 members 
Mstep: Class 36 contains 27671 members 
Mstep: Class 37 contains 19969 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8912 members 
Mstep: Class 40 contains 3408 members 
Mstep: Class 41 contains 16875 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7463 members 
Mstep: Class 45 contains 5353 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6036 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16158 members 
Mstep: Class 50 contains 14466 members 
Mstep: Class 51 contains 4492 members 
Mstep: Class 52 contains 3432 members 
Mstep: Class 53 contains 16653 members 
Mstep: Class 54 contains 13761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770288.000000 Penalty: 179211.343750
Iteration 297Q: 55 clusters Score -6.477029e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58299 members 
Mstep: Class 5 contains 21597 members 
Mstep: Class 6 contains 7712 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 6568 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 9456 members 
Mstep: Class 12 contains 31267 members 
Mstep: Class 13 contains 6478 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10483 members 
Mstep: Class 16 contains 16843 members 
Mstep: Class 17 contains 4810 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28743 members 
Mstep: Class 20 contains 10389 members 
Mstep: Class 21 contains 14467 members 
Mstep: Class 22 contains 10093 members 
Mstep: Class 23 contains 26386 members 
Mstep: Class 24 contains 13537 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 18009 members 
Mstep: Class 31 contains 16846 members 
Mstep: Class 32 contains 10442 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12164 members 
Mstep: Class 36 contains 27670 members 
Mstep: Class 37 contains 19972 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8913 members 
Mstep: Class 40 contains 3408 members 
Mstep: Class 41 contains 16874 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7464 members 
Mstep: Class 45 contains 5353 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6036 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16158 members 
Mstep: Class 50 contains 14465 members 
Mstep: Class 51 contains 4492 members 
Mstep: Class 52 contains 3430 members 
Mstep: Class 53 contains 16653 members 
Mstep: Class 54 contains 13763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770388.000000 Penalty: 179211.343750
Iteration 298Q: 55 clusters Score -6.477039e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58302 members 
Mstep: Class 5 contains 21597 members 
Mstep: Class 6 contains 7712 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 6565 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 9507 members 
Mstep: Class 12 contains 31266 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10478 members 
Mstep: Class 16 contains 16830 members 
Mstep: Class 17 contains 4810 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28743 members 
Mstep: Class 20 contains 10387 members 
Mstep: Class 21 contains 14467 members 
Mstep: Class 22 contains 10094 members 
Mstep: Class 23 contains 26383 members 
Mstep: Class 24 contains 13507 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 18009 members 
Mstep: Class 31 contains 16842 members 
Mstep: Class 32 contains 10440 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4652 members 
Mstep: Class 35 contains 12164 members 
Mstep: Class 36 contains 27671 members 
Mstep: Class 37 contains 19976 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8913 members 
Mstep: Class 40 contains 3408 members 
Mstep: Class 41 contains 16874 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7463 members 
Mstep: Class 45 contains 5351 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6037 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16158 members 
Mstep: Class 50 contains 14465 members 
Mstep: Class 51 contains 4493 members 
Mstep: Class 52 contains 3429 members 
Mstep: Class 53 contains 16653 members 
Mstep: Class 54 contains 13763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770308.000000 Penalty: 179211.343750
Iteration 299Q: 55 clusters Score -6.477031e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58304 members 
Mstep: Class 5 contains 21596 members 
Mstep: Class 6 contains 7712 members 
Mstep: Class 7 contains 1872 members 
Mstep: Class 8 contains 6564 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 9567 members 
Mstep: Class 12 contains 31266 members 
Mstep: Class 13 contains 6488 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10476 members 
Mstep: Class 16 contains 16817 members 
Mstep: Class 17 contains 4811 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28743 members 
Mstep: Class 20 contains 10384 members 
Mstep: Class 21 contains 14465 members 
Mstep: Class 22 contains 10095 members 
Mstep: Class 23 contains 26374 members 
Mstep: Class 24 contains 13477 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 18001 members 
Mstep: Class 31 contains 16840 members 
Mstep: Class 32 contains 10441 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4653 members 
Mstep: Class 35 contains 12164 members 
Mstep: Class 36 contains 27672 members 
Mstep: Class 37 contains 19978 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8912 members 
Mstep: Class 40 contains 3408 members 
Mstep: Class 41 contains 16872 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7462 members 
Mstep: Class 45 contains 5350 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6038 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16158 members 
Mstep: Class 50 contains 14465 members 
Mstep: Class 51 contains 4494 members 
Mstep: Class 52 contains 3429 members 
Mstep: Class 53 contains 16653 members 
Mstep: Class 54 contains 13763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770332.000000 Penalty: 179211.343750
Iteration 300F: 55 clusters Score -6.477033e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58303 members 
Mstep: Class 5 contains 21595 members 
Mstep: Class 6 contains 7712 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 6566 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 9639 members 
Mstep: Class 12 contains 31266 members 
Mstep: Class 13 contains 6489 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10475 members 
Mstep: Class 16 contains 16800 members 
Mstep: Class 17 contains 4811 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28743 members 
Mstep: Class 20 contains 10383 members 
Mstep: Class 21 contains 14464 members 
Mstep: Class 22 contains 10095 members 
Mstep: Class 23 contains 26358 members 
Mstep: Class 24 contains 13445 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5568 members 
Mstep: Class 30 contains 17999 members 
Mstep: Class 31 contains 16838 members 
Mstep: Class 32 contains 10442 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4653 members 
Mstep: Class 35 contains 12164 members 
Mstep: Class 36 contains 27671 members 
Mstep: Class 37 contains 19981 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8913 members 
Mstep: Class 40 contains 3408 members 
Mstep: Class 41 contains 16868 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7460 members 
Mstep: Class 45 contains 5350 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6038 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16158 members 
Mstep: Class 50 contains 14465 members 
Mstep: Class 51 contains 4494 members 
Mstep: Class 52 contains 3428 members 
Mstep: Class 53 contains 16654 members 
Mstep: Class 54 contains 13763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770320.000000 Penalty: 179211.343750
Iteration 301Q: 55 clusters Score -6.477032e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58302 members 
Mstep: Class 5 contains 21594 members 
Mstep: Class 6 contains 7713 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 6568 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 9709 members 
Mstep: Class 12 contains 31266 members 
Mstep: Class 13 contains 6491 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10470 members 
Mstep: Class 16 contains 16783 members 
Mstep: Class 17 contains 4811 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28743 members 
Mstep: Class 20 contains 10378 members 
Mstep: Class 21 contains 14461 members 
Mstep: Class 22 contains 10095 members 
Mstep: Class 23 contains 26352 members 
Mstep: Class 24 contains 13406 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5567 members 
Mstep: Class 30 contains 18002 members 
Mstep: Class 31 contains 16835 members 
Mstep: Class 32 contains 10442 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4654 members 
Mstep: Class 35 contains 12164 members 
Mstep: Class 36 contains 27672 members 
Mstep: Class 37 contains 19986 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8913 members 
Mstep: Class 40 contains 3408 members 
Mstep: Class 41 contains 16866 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7460 members 
Mstep: Class 45 contains 5350 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6038 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16158 members 
Mstep: Class 50 contains 14464 members 
Mstep: Class 51 contains 4494 members 
Mstep: Class 52 contains 3427 members 
Mstep: Class 53 contains 16654 members 
Mstep: Class 54 contains 13763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770292.000000 Penalty: 179211.343750
Iteration 302Q: 55 clusters Score -6.477029e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58303 members 
Mstep: Class 5 contains 21594 members 
Mstep: Class 6 contains 7713 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 6570 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 9771 members 
Mstep: Class 12 contains 31266 members 
Mstep: Class 13 contains 6488 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10466 members 
Mstep: Class 16 contains 16766 members 
Mstep: Class 17 contains 4811 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28745 members 
Mstep: Class 20 contains 10377 members 
Mstep: Class 21 contains 14459 members 
Mstep: Class 22 contains 10096 members 
Mstep: Class 23 contains 26344 members 
Mstep: Class 24 contains 13375 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5567 members 
Mstep: Class 30 contains 18007 members 
Mstep: Class 31 contains 16827 members 
Mstep: Class 32 contains 10442 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4654 members 
Mstep: Class 35 contains 12163 members 
Mstep: Class 36 contains 27671 members 
Mstep: Class 37 contains 19992 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8913 members 
Mstep: Class 40 contains 3408 members 
Mstep: Class 41 contains 16864 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7460 members 
Mstep: Class 45 contains 5349 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6038 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16158 members 
Mstep: Class 50 contains 14464 members 
Mstep: Class 51 contains 4494 members 
Mstep: Class 52 contains 3426 members 
Mstep: Class 53 contains 16654 members 
Mstep: Class 54 contains 13764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770340.000000 Penalty: 179211.343750
Iteration 303Q: 55 clusters Score -6.477034e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58300 members 
Mstep: Class 5 contains 21594 members 
Mstep: Class 6 contains 7713 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 6576 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 9825 members 
Mstep: Class 12 contains 31266 members 
Mstep: Class 13 contains 6487 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10463 members 
Mstep: Class 16 contains 16750 members 
Mstep: Class 17 contains 4811 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28745 members 
Mstep: Class 20 contains 10375 members 
Mstep: Class 21 contains 14458 members 
Mstep: Class 22 contains 10097 members 
Mstep: Class 23 contains 26354 members 
Mstep: Class 24 contains 13336 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5567 members 
Mstep: Class 30 contains 18010 members 
Mstep: Class 31 contains 16819 members 
Mstep: Class 32 contains 10442 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4654 members 
Mstep: Class 35 contains 12163 members 
Mstep: Class 36 contains 27669 members 
Mstep: Class 37 contains 19999 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8912 members 
Mstep: Class 40 contains 3408 members 
Mstep: Class 41 contains 16865 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7459 members 
Mstep: Class 45 contains 5345 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6037 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16158 members 
Mstep: Class 50 contains 14464 members 
Mstep: Class 51 contains 4494 members 
Mstep: Class 52 contains 3424 members 
Mstep: Class 53 contains 16655 members 
Mstep: Class 54 contains 13765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770272.000000 Penalty: 179211.343750
Iteration 304Q: 55 clusters Score -6.477027e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58296 members 
Mstep: Class 5 contains 21594 members 
Mstep: Class 6 contains 7713 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 6577 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 9883 members 
Mstep: Class 12 contains 31266 members 
Mstep: Class 13 contains 6486 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10462 members 
Mstep: Class 16 contains 16730 members 
Mstep: Class 17 contains 4813 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28746 members 
Mstep: Class 20 contains 10373 members 
Mstep: Class 21 contains 14457 members 
Mstep: Class 22 contains 10098 members 
Mstep: Class 23 contains 26356 members 
Mstep: Class 24 contains 13312 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5568 members 
Mstep: Class 30 contains 18006 members 
Mstep: Class 31 contains 16810 members 
Mstep: Class 32 contains 10442 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4654 members 
Mstep: Class 35 contains 12163 members 
Mstep: Class 36 contains 27669 members 
Mstep: Class 37 contains 20006 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8911 members 
Mstep: Class 40 contains 3408 members 
Mstep: Class 41 contains 16862 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7459 members 
Mstep: Class 45 contains 5345 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6037 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16158 members 
Mstep: Class 50 contains 14465 members 
Mstep: Class 51 contains 4494 members 
Mstep: Class 52 contains 3421 members 
Mstep: Class 53 contains 16655 members 
Mstep: Class 54 contains 13764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770288.000000 Penalty: 179211.343750
Iteration 305Q: 55 clusters Score -6.477029e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58296 members 
Mstep: Class 5 contains 21594 members 
Mstep: Class 6 contains 7713 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 6584 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90185 members 
Mstep: Class 11 contains 9936 members 
Mstep: Class 12 contains 31266 members 
Mstep: Class 13 contains 6489 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 16711 members 
Mstep: Class 17 contains 4813 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28746 members 
Mstep: Class 20 contains 10369 members 
Mstep: Class 21 contains 14457 members 
Mstep: Class 22 contains 10098 members 
Mstep: Class 23 contains 26356 members 
Mstep: Class 24 contains 13287 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 18005 members 
Mstep: Class 31 contains 16799 members 
Mstep: Class 32 contains 10442 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4654 members 
Mstep: Class 35 contains 12162 members 
Mstep: Class 36 contains 27668 members 
Mstep: Class 37 contains 20016 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8908 members 
Mstep: Class 40 contains 3407 members 
Mstep: Class 41 contains 16856 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7459 members 
Mstep: Class 45 contains 5343 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6038 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16158 members 
Mstep: Class 50 contains 14466 members 
Mstep: Class 51 contains 4494 members 
Mstep: Class 52 contains 3419 members 
Mstep: Class 53 contains 16655 members 
Mstep: Class 54 contains 13764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770532.000000 Penalty: 179211.343750
Iteration 306Q: 55 clusters Score -6.477053e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58294 members 
Mstep: Class 5 contains 21594 members 
Mstep: Class 6 contains 7712 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 6580 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90185 members 
Mstep: Class 11 contains 9978 members 
Mstep: Class 12 contains 31266 members 
Mstep: Class 13 contains 6491 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10458 members 
Mstep: Class 16 contains 16693 members 
Mstep: Class 17 contains 4814 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28746 members 
Mstep: Class 20 contains 10364 members 
Mstep: Class 21 contains 14456 members 
Mstep: Class 22 contains 10098 members 
Mstep: Class 23 contains 26359 members 
Mstep: Class 24 contains 13278 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 18002 members 
Mstep: Class 31 contains 16791 members 
Mstep: Class 32 contains 10442 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4654 members 
Mstep: Class 35 contains 12162 members 
Mstep: Class 36 contains 27667 members 
Mstep: Class 37 contains 20022 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8908 members 
Mstep: Class 40 contains 3407 members 
Mstep: Class 41 contains 16857 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7460 members 
Mstep: Class 45 contains 5339 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16158 members 
Mstep: Class 50 contains 14467 members 
Mstep: Class 51 contains 4495 members 
Mstep: Class 52 contains 3418 members 
Mstep: Class 53 contains 16655 members 
Mstep: Class 54 contains 13764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770528.000000 Penalty: 179211.343750
Iteration 307Q: 55 clusters Score -6.477053e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58291 members 
Mstep: Class 5 contains 21594 members 
Mstep: Class 6 contains 7712 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 6599 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90185 members 
Mstep: Class 11 contains 10012 members 
Mstep: Class 12 contains 31265 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 16676 members 
Mstep: Class 17 contains 4815 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10358 members 
Mstep: Class 21 contains 14454 members 
Mstep: Class 22 contains 10099 members 
Mstep: Class 23 contains 26360 members 
Mstep: Class 24 contains 13249 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 18005 members 
Mstep: Class 31 contains 16786 members 
Mstep: Class 32 contains 10443 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4654 members 
Mstep: Class 35 contains 12162 members 
Mstep: Class 36 contains 27667 members 
Mstep: Class 37 contains 20026 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8908 members 
Mstep: Class 40 contains 3407 members 
Mstep: Class 41 contains 16855 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7461 members 
Mstep: Class 45 contains 5336 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6040 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16158 members 
Mstep: Class 50 contains 14467 members 
Mstep: Class 51 contains 4495 members 
Mstep: Class 52 contains 3418 members 
Mstep: Class 53 contains 16655 members 
Mstep: Class 54 contains 13764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770536.000000 Penalty: 179211.343750
Iteration 308Q: 55 clusters Score -6.477054e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58290 members 
Mstep: Class 5 contains 21594 members 
Mstep: Class 6 contains 7712 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 6610 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90185 members 
Mstep: Class 11 contains 10059 members 
Mstep: Class 12 contains 31264 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10453 members 
Mstep: Class 16 contains 16666 members 
Mstep: Class 17 contains 4816 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10353 members 
Mstep: Class 21 contains 14452 members 
Mstep: Class 22 contains 10100 members 
Mstep: Class 23 contains 26349 members 
Mstep: Class 24 contains 13224 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 18005 members 
Mstep: Class 31 contains 16782 members 
Mstep: Class 32 contains 10442 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4654 members 
Mstep: Class 35 contains 12162 members 
Mstep: Class 36 contains 27667 members 
Mstep: Class 37 contains 20028 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8907 members 
Mstep: Class 40 contains 3407 members 
Mstep: Class 41 contains 16855 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7460 members 
Mstep: Class 45 contains 5334 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6041 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16158 members 
Mstep: Class 50 contains 14467 members 
Mstep: Class 51 contains 4495 members 
Mstep: Class 52 contains 3415 members 
Mstep: Class 53 contains 16655 members 
Mstep: Class 54 contains 13764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770424.000000 Penalty: 179211.343750
Iteration 309Q: 55 clusters Score -6.477042e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58284 members 
Mstep: Class 5 contains 21594 members 
Mstep: Class 6 contains 7713 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 6620 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90185 members 
Mstep: Class 11 contains 10122 members 
Mstep: Class 12 contains 31263 members 
Mstep: Class 13 contains 6510 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10450 members 
Mstep: Class 16 contains 16645 members 
Mstep: Class 17 contains 4817 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10352 members 
Mstep: Class 21 contains 14451 members 
Mstep: Class 22 contains 10100 members 
Mstep: Class 23 contains 26349 members 
Mstep: Class 24 contains 13179 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 18003 members 
Mstep: Class 31 contains 16775 members 
Mstep: Class 32 contains 10441 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4654 members 
Mstep: Class 35 contains 12162 members 
Mstep: Class 36 contains 27668 members 
Mstep: Class 37 contains 20031 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8907 members 
Mstep: Class 40 contains 3407 members 
Mstep: Class 41 contains 16856 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7459 members 
Mstep: Class 45 contains 5334 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6041 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16158 members 
Mstep: Class 50 contains 14467 members 
Mstep: Class 51 contains 4495 members 
Mstep: Class 52 contains 3414 members 
Mstep: Class 53 contains 16655 members 
Mstep: Class 54 contains 13764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770392.000000 Penalty: 179211.343750
Iteration 310Q: 55 clusters Score -6.477039e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58285 members 
Mstep: Class 5 contains 21593 members 
Mstep: Class 6 contains 7713 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 6628 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 10184 members 
Mstep: Class 12 contains 31263 members 
Mstep: Class 13 contains 6512 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10447 members 
Mstep: Class 16 contains 16629 members 
Mstep: Class 17 contains 4818 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10351 members 
Mstep: Class 21 contains 14451 members 
Mstep: Class 22 contains 10100 members 
Mstep: Class 23 contains 26362 members 
Mstep: Class 24 contains 13123 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14067 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 18004 members 
Mstep: Class 31 contains 16770 members 
Mstep: Class 32 contains 10439 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4654 members 
Mstep: Class 35 contains 12162 members 
Mstep: Class 36 contains 27668 members 
Mstep: Class 37 contains 20038 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8905 members 
Mstep: Class 40 contains 3407 members 
Mstep: Class 41 contains 16853 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7458 members 
Mstep: Class 45 contains 5333 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6041 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16158 members 
Mstep: Class 50 contains 14467 members 
Mstep: Class 51 contains 4495 members 
Mstep: Class 52 contains 3413 members 
Mstep: Class 53 contains 16653 members 
Mstep: Class 54 contains 13764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770404.000000 Penalty: 179211.343750
Iteration 311Q: 55 clusters Score -6.47704e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58286 members 
Mstep: Class 5 contains 21593 members 
Mstep: Class 6 contains 7713 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 6627 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 10254 members 
Mstep: Class 12 contains 31261 members 
Mstep: Class 13 contains 6507 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10443 members 
Mstep: Class 16 contains 16626 members 
Mstep: Class 17 contains 4819 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10349 members 
Mstep: Class 21 contains 14451 members 
Mstep: Class 22 contains 10101 members 
Mstep: Class 23 contains 26354 members 
Mstep: Class 24 contains 13081 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 18006 members 
Mstep: Class 31 contains 16761 members 
Mstep: Class 32 contains 10440 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4654 members 
Mstep: Class 35 contains 12162 members 
Mstep: Class 36 contains 27668 members 
Mstep: Class 37 contains 20045 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8905 members 
Mstep: Class 40 contains 3407 members 
Mstep: Class 41 contains 16851 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7458 members 
Mstep: Class 45 contains 5332 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6041 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16158 members 
Mstep: Class 50 contains 14467 members 
Mstep: Class 51 contains 4495 members 
Mstep: Class 52 contains 3409 members 
Mstep: Class 53 contains 16654 members 
Mstep: Class 54 contains 13764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770448.000000 Penalty: 179211.343750
Iteration 312Q: 55 clusters Score -6.477045e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58286 members 
Mstep: Class 5 contains 21593 members 
Mstep: Class 6 contains 7713 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 6624 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 10323 members 
Mstep: Class 12 contains 31261 members 
Mstep: Class 13 contains 6510 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 16617 members 
Mstep: Class 17 contains 4819 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10347 members 
Mstep: Class 21 contains 14449 members 
Mstep: Class 22 contains 10100 members 
Mstep: Class 23 contains 26360 members 
Mstep: Class 24 contains 13030 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 18012 members 
Mstep: Class 31 contains 16755 members 
Mstep: Class 32 contains 10440 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4654 members 
Mstep: Class 35 contains 12162 members 
Mstep: Class 36 contains 27668 members 
Mstep: Class 37 contains 20052 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8904 members 
Mstep: Class 40 contains 3407 members 
Mstep: Class 41 contains 16849 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7457 members 
Mstep: Class 45 contains 5331 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6040 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16158 members 
Mstep: Class 50 contains 14467 members 
Mstep: Class 51 contains 4495 members 
Mstep: Class 52 contains 3405 members 
Mstep: Class 53 contains 16655 members 
Mstep: Class 54 contains 13764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770480.000000 Penalty: 179211.343750
Iteration 313Q: 55 clusters Score -6.477048e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58283 members 
Mstep: Class 5 contains 21593 members 
Mstep: Class 6 contains 7713 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 6619 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90183 members 
Mstep: Class 11 contains 10401 members 
Mstep: Class 12 contains 31259 members 
Mstep: Class 13 contains 6511 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10430 members 
Mstep: Class 16 contains 16605 members 
Mstep: Class 17 contains 4819 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10341 members 
Mstep: Class 21 contains 14448 members 
Mstep: Class 22 contains 10100 members 
Mstep: Class 23 contains 26378 members 
Mstep: Class 24 contains 12970 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 18016 members 
Mstep: Class 31 contains 16752 members 
Mstep: Class 32 contains 10440 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4653 members 
Mstep: Class 35 contains 12162 members 
Mstep: Class 36 contains 27668 members 
Mstep: Class 37 contains 20057 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8902 members 
Mstep: Class 40 contains 3407 members 
Mstep: Class 41 contains 16846 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7457 members 
Mstep: Class 45 contains 5331 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16157 members 
Mstep: Class 50 contains 14467 members 
Mstep: Class 51 contains 4496 members 
Mstep: Class 52 contains 3403 members 
Mstep: Class 53 contains 16656 members 
Mstep: Class 54 contains 13764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770384.000000 Penalty: 179211.343750
Iteration 314Q: 55 clusters Score -6.477038e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58285 members 
Mstep: Class 5 contains 21593 members 
Mstep: Class 6 contains 7713 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 6615 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90183 members 
Mstep: Class 11 contains 10472 members 
Mstep: Class 12 contains 31259 members 
Mstep: Class 13 contains 6516 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10427 members 
Mstep: Class 16 contains 16586 members 
Mstep: Class 17 contains 4818 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10339 members 
Mstep: Class 21 contains 14447 members 
Mstep: Class 22 contains 10101 members 
Mstep: Class 23 contains 26390 members 
Mstep: Class 24 contains 12914 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 18022 members 
Mstep: Class 31 contains 16752 members 
Mstep: Class 32 contains 10440 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4653 members 
Mstep: Class 35 contains 12162 members 
Mstep: Class 36 contains 27668 members 
Mstep: Class 37 contains 20057 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8901 members 
Mstep: Class 40 contains 3407 members 
Mstep: Class 41 contains 16840 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 7457 members 
Mstep: Class 45 contains 5331 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16157 members 
Mstep: Class 50 contains 14467 members 
Mstep: Class 51 contains 4496 members 
Mstep: Class 52 contains 3401 members 
Mstep: Class 53 contains 16655 members 
Mstep: Class 54 contains 13763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770464.000000 Penalty: 179211.343750
Iteration 315Q: 55 clusters Score -6.477046e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58284 members 
Mstep: Class 5 contains 21593 members 
Mstep: Class 6 contains 7715 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 6605 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90182 members 
Mstep: Class 11 contains 10540 members 
Mstep: Class 12 contains 31259 members 
Mstep: Class 13 contains 6520 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10430 members 
Mstep: Class 16 contains 16570 members 
Mstep: Class 17 contains 4819 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10335 members 
Mstep: Class 21 contains 14446 members 
Mstep: Class 22 contains 10102 members 
Mstep: Class 23 contains 26406 members 
Mstep: Class 24 contains 12858 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 18027 members 
Mstep: Class 31 contains 16748 members 
Mstep: Class 32 contains 10440 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4653 members 
Mstep: Class 35 contains 12162 members 
Mstep: Class 36 contains 27669 members 
Mstep: Class 37 contains 20062 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8899 members 
Mstep: Class 40 contains 3407 members 
Mstep: Class 41 contains 16835 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3638 members 
Mstep: Class 44 contains 7457 members 
Mstep: Class 45 contains 5328 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16157 members 
Mstep: Class 50 contains 14467 members 
Mstep: Class 51 contains 4496 members 
Mstep: Class 52 contains 3400 members 
Mstep: Class 53 contains 16655 members 
Mstep: Class 54 contains 13762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770464.000000 Penalty: 179211.343750
Iteration 316Q: 55 clusters Score -6.477046e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58283 members 
Mstep: Class 5 contains 21593 members 
Mstep: Class 6 contains 7715 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 6587 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90182 members 
Mstep: Class 11 contains 10619 members 
Mstep: Class 12 contains 31258 members 
Mstep: Class 13 contains 6521 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 10431 members 
Mstep: Class 16 contains 16555 members 
Mstep: Class 17 contains 4820 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10331 members 
Mstep: Class 21 contains 14445 members 
Mstep: Class 22 contains 10102 members 
Mstep: Class 23 contains 26427 members 
Mstep: Class 24 contains 12794 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 18032 members 
Mstep: Class 31 contains 16743 members 
Mstep: Class 32 contains 10441 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4653 members 
Mstep: Class 35 contains 12163 members 
Mstep: Class 36 contains 27670 members 
Mstep: Class 37 contains 20064 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8899 members 
Mstep: Class 40 contains 3407 members 
Mstep: Class 41 contains 16834 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7457 members 
Mstep: Class 45 contains 5325 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16157 members 
Mstep: Class 50 contains 14466 members 
Mstep: Class 51 contains 4496 members 
Mstep: Class 52 contains 3399 members 
Mstep: Class 53 contains 16655 members 
Mstep: Class 54 contains 13763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770480.000000 Penalty: 179211.343750
Iteration 317Q: 55 clusters Score -6.477048e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58280 members 
Mstep: Class 5 contains 21593 members 
Mstep: Class 6 contains 7715 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 6581 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90182 members 
Mstep: Class 11 contains 10672 members 
Mstep: Class 12 contains 31258 members 
Mstep: Class 13 contains 6521 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10432 members 
Mstep: Class 16 contains 16539 members 
Mstep: Class 17 contains 4821 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10329 members 
Mstep: Class 21 contains 14445 members 
Mstep: Class 22 contains 10103 members 
Mstep: Class 23 contains 26443 members 
Mstep: Class 24 contains 12756 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 18033 members 
Mstep: Class 31 contains 16737 members 
Mstep: Class 32 contains 10440 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4653 members 
Mstep: Class 35 contains 12163 members 
Mstep: Class 36 contains 27672 members 
Mstep: Class 37 contains 20069 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8898 members 
Mstep: Class 40 contains 3407 members 
Mstep: Class 41 contains 16832 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7456 members 
Mstep: Class 45 contains 5323 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6038 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16157 members 
Mstep: Class 50 contains 14465 members 
Mstep: Class 51 contains 4496 members 
Mstep: Class 52 contains 3398 members 
Mstep: Class 53 contains 16655 members 
Mstep: Class 54 contains 13764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770424.000000 Penalty: 179211.343750
Iteration 318Q: 55 clusters Score -6.477042e+07 nChanged 222
Entering ConstructFrom: 
Score: -64770424.000000 Penalty: 179211.343750
Entering ConstructFrom: 
Trying to split cluster 1 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -32254.941406 Penalty: 1433.624390
	Iteration 0F: 2 clusters Score -32254.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30950.628906 Penalty: 2867.248779
	Iteration 0F: 3 clusters Score -30950.63 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -31093.882812 Penalty: 2867.248779
	Iteration 1F: 3 clusters Score -31093.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31128.310547 Penalty: 2867.248779
	Iteration 2Q: 3 clusters Score -31128.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31134.814453 Penalty: 2867.248779
	Iteration 3Q: 3 clusters Score -31134.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31140.132812 Penalty: 2867.248779
	Iteration 4Q: 3 clusters Score -31140.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31140.132812 Penalty: 2867.248779
	Iteration 5F: 3 clusters Score -31140.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -108658.406250 Penalty: 1709.375122
	Iteration 0F: 2 clusters Score -108658.4 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 493 members 
Entering Unmasked Estep 
Score: -106721.695312 Penalty: 3418.750244
	Iteration 0F: 3 clusters Score -106721.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -106974.406250 Penalty: 3418.750244
	Iteration 1F: 3 clusters Score -106974.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -107037.976562 Penalty: 3418.750244
	Iteration 2F: 3 clusters Score -107038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -107065.367188 Penalty: 3418.750244
	Iteration 3Q: 3 clusters Score -107065.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -107077.898438 Penalty: 3418.750244
	Iteration 4Q: 3 clusters Score -107077.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -107085.265625 Penalty: 3418.750244
	Iteration 5Q: 3 clusters Score -107085.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -107093.531250 Penalty: 3418.750244
	Iteration 6Q: 3 clusters Score -107093.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -107093.968750 Penalty: 3418.750244
	Iteration 7Q: 3 clusters Score -107094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -107093.968750 Penalty: 3418.750244
	Iteration 8F: 3 clusters Score -107094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -43997.398438 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -43997.4 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 237 members 
Entering Unmasked Estep 
Score: -42478.953125 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -42478.95 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42662.636719 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -42662.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42721.125000 Penalty: 3077.460693
	Iteration 2Q: 3 clusters Score -42721.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42754.429688 Penalty: 3077.460693
	Iteration 3Q: 3 clusters Score -42754.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42766.312500 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -42766.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42782.046875 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -42782.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42797.906250 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -42797.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -42813.187500 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -42813.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -42830.613281 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -42830.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -42901.710938 Penalty: 3077.460693
	Iteration 9Q: 3 clusters Score -42901.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42935.296875 Penalty: 3077.460693
	Iteration 10Q: 3 clusters Score -42935.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43000.218750 Penalty: 3077.460693
	Iteration 11Q: 3 clusters Score -43000.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43041.476562 Penalty: 3077.460693
	Iteration 12Q: 3 clusters Score -43041.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43078.269531 Penalty: 3077.460693
	Iteration 13Q: 3 clusters Score -43078.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43117.218750 Penalty: 3077.460693
	Iteration 14Q: 3 clusters Score -43117.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43130.421875 Penalty: 3077.460693
	Iteration 15Q: 3 clusters Score -43130.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43137.964844 Penalty: 3077.460693
	Iteration 16Q: 3 clusters Score -43137.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -43141.125000 Penalty: 3077.460693
	Iteration 17Q: 3 clusters Score -43141.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43147.132812 Penalty: 3077.460693
	Iteration 18Q: 3 clusters Score -43147.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43147.132812 Penalty: 3077.460693
	Iteration 19F: 3 clusters Score -43147.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (58276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58276 members 
Entering Unmasked Estep 
Score: -5791807.500000 Penalty: 2721.290527
	Iteration 0F: 2 clusters Score -5791808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -5752781.500000 Penalty: 5442.581055
	Iteration 0F: 3 clusters Score -5752782 nChanged 26992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -5768548.500000 Penalty: 5442.581055
	Iteration 1F: 3 clusters Score -5768548 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -5769586.000000 Penalty: 5442.581055
	Iteration 2Q: 3 clusters Score -5769586 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -5770965.500000 Penalty: 5442.581055
	Iteration 3Q: 3 clusters Score -5770966 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -5772746.000000 Penalty: 5442.581055
	Iteration 4F: 3 clusters Score -5772746 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -5775369.000000 Penalty: 5442.581055
	Iteration 5F: 3 clusters Score -5775369 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -5778361.000000 Penalty: 5442.581055
	Iteration 6F: 3 clusters Score -5778361 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -5781117.500000 Penalty: 5442.581055
	Iteration 7F: 3 clusters Score -5781118 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -5783321.500000 Penalty: 5442.581055
	Iteration 8F: 3 clusters Score -5783322 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -5785053.000000 Penalty: 5442.581055
	Iteration 9Q: 3 clusters Score -5785053 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 49357 members 
Entering Unmasked Estep 
Score: -5786219.000000 Penalty: 5442.581055
	Iteration 10Q: 3 clusters Score -5786219 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 50696 members 
Entering Unmasked Estep 
Score: -5787116.000000 Penalty: 5442.581055
	Iteration 11Q: 3 clusters Score -5787116 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 51745 members 
Entering Unmasked Estep 
Score: -5787689.500000 Penalty: 5442.581055
	Iteration 12Q: 3 clusters Score -5787690 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 52640 members 
Entering Unmasked Estep 
Score: -5788177.500000 Penalty: 5442.581055
	Iteration 13Q: 3 clusters Score -5788178 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 53387 members 
Entering Unmasked Estep 
Score: -5788597.000000 Penalty: 5442.581055
	Iteration 14Q: 3 clusters Score -5788597 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 54005 members 
Entering Unmasked Estep 
Score: -5788974.000000 Penalty: 5442.581055
	Iteration 15Q: 3 clusters Score -5788974 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 54522 members 
Entering Unmasked Estep 
Score: -5789275.000000 Penalty: 5442.581055
	Iteration 16Q: 3 clusters Score -5789275 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 54927 members 
Entering Unmasked Estep 
Score: -5789553.000000 Penalty: 5442.581055
	Iteration 17Q: 3 clusters Score -5789553 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 55227 members 
Entering Unmasked Estep 
Score: -5789714.000000 Penalty: 5442.581055
	Iteration 18Q: 3 clusters Score -5789714 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 55455 members 
Entering Unmasked Estep 
Score: -5789825.000000 Penalty: 5442.581055
	Iteration 19Q: 3 clusters Score -5789825 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 55631 members 
Entering Unmasked Estep 
Score: -5789937.500000 Penalty: 5442.581055
	Iteration 20F: 3 clusters Score -5789938 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 55786 members 
Entering Unmasked Estep 
Score: -5790034.500000 Penalty: 5442.581055
	Iteration 21Q: 3 clusters Score -5790034 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 55920 members 
Entering Unmasked Estep 
Score: -5790097.000000 Penalty: 5442.581055
	Iteration 22Q: 3 clusters Score -5790097 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 56030 members 
Entering Unmasked Estep 
Score: -5790189.000000 Penalty: 5442.581055
	Iteration 23Q: 3 clusters Score -5790189 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 56106 members 
Entering Unmasked Estep 
Score: -5790235.000000 Penalty: 5442.581055
	Iteration 24Q: 3 clusters Score -5790235 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 56176 members 
Entering Unmasked Estep 
Score: -5790315.000000 Penalty: 5442.581055
	Iteration 25Q: 3 clusters Score -5790315 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 56232 members 
Entering Unmasked Estep 
Score: -5790399.000000 Penalty: 5442.581055
	Iteration 26Q: 3 clusters Score -5790399 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 56281 members 
Entering Unmasked Estep 
Score: -5790440.500000 Penalty: 5442.581055
	Iteration 27Q: 3 clusters Score -5790440 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 56310 members 
Entering Unmasked Estep 
Score: -5790491.500000 Penalty: 5442.581055
	Iteration 28Q: 3 clusters Score -5790492 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 56341 members 
Entering Unmasked Estep 
Score: -5790514.500000 Penalty: 5442.581055
	Iteration 29Q: 3 clusters Score -5790514 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 56351 members 
Entering Unmasked Estep 
Score: -5790530.000000 Penalty: 5442.581055
	Iteration 30Q: 3 clusters Score -5790530 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 56356 members 
Entering Unmasked Estep 
Score: -5790548.500000 Penalty: 5442.581055
	Iteration 31Q: 3 clusters Score -5790548 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 56364 members 
Entering Unmasked Estep 
Score: -5790547.000000 Penalty: 5442.581055
	Iteration 32Q: 3 clusters Score -5790547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 56374 members 
Entering Unmasked Estep 
Score: -5790567.000000 Penalty: 5442.581055
	Iteration 33Q: 3 clusters Score -5790567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 56376 members 
Entering Unmasked Estep 
Score: -5790565.500000 Penalty: 5442.581055
	Iteration 34Q: 3 clusters Score -5790566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 56377 members 
Entering Unmasked Estep 
Score: -5790570.000000 Penalty: 5442.581055
	Iteration 35Q: 3 clusters Score -5790570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 56388 members 
Entering Unmasked Estep 
Score: -5790568.500000 Penalty: 5442.581055
	Iteration 36Q: 3 clusters Score -5790568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 56393 members 
Entering Unmasked Estep 
Score: -5790570.000000 Penalty: 5442.581055
	Iteration 37Q: 3 clusters Score -5790570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 56398 members 
Entering Unmasked Estep 
Score: -5790582.000000 Penalty: 5442.581055
	Iteration 38Q: 3 clusters Score -5790582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 56398 members 
Entering Unmasked Estep 
Score: -5790578.000000 Penalty: 5442.581055
	Iteration 39Q: 3 clusters Score -5790578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 56399 members 
Entering Unmasked Estep 
Score: -5790579.000000 Penalty: 5442.581055
	Iteration 40F: 3 clusters Score -5790579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 56398 members 
Entering Unmasked Estep 
Score: -5790579.500000 Penalty: 5442.581055
	Iteration 41Q: 3 clusters Score -5790580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 56399 members 
Entering Unmasked Estep 
Score: -5790584.000000 Penalty: 5442.581055
	Iteration 42Q: 3 clusters Score -5790584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 56399 members 
Entering Unmasked Estep 
Score: -5790584.000000 Penalty: 5442.581055
	Iteration 43F: 3 clusters Score -5790584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Entering Unmasked Estep 
Score: -2366105.000000 Penalty: 2475.070801
	Iteration 0F: 2 clusters Score -2366105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2350845.000000 Penalty: 4950.141602
	Iteration 0F: 3 clusters Score -2350845 nChanged 9608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2356142.500000 Penalty: 4950.141602
	Iteration 1F: 3 clusters Score -2356142 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -2356622.250000 Penalty: 4950.141602
	Iteration 2F: 3 clusters Score -2356622 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2357019.500000 Penalty: 4950.141602
	Iteration 3Q: 3 clusters Score -2357020 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2357380.250000 Penalty: 4950.141602
	Iteration 4Q: 3 clusters Score -2357380 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2357718.750000 Penalty: 4950.141602
	Iteration 5Q: 3 clusters Score -2357719 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2358013.500000 Penalty: 4950.141602
	Iteration 6Q: 3 clusters Score -2358014 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2358283.000000 Penalty: 4950.141602
	Iteration 7Q: 3 clusters Score -2358283 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2358498.750000 Penalty: 4950.141602
	Iteration 8Q: 3 clusters Score -2358499 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2358669.750000 Penalty: 4950.141602
	Iteration 9Q: 3 clusters Score -2358670 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2358801.000000 Penalty: 4950.141602
	Iteration 10Q: 3 clusters Score -2358801 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2358924.000000 Penalty: 4950.141602
	Iteration 11Q: 3 clusters Score -2358924 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2359042.250000 Penalty: 4950.141602
	Iteration 12Q: 3 clusters Score -2359042 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2359124.250000 Penalty: 4950.141602
	Iteration 13Q: 3 clusters Score -2359124 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -2359190.000000 Penalty: 4950.141602
	Iteration 14Q: 3 clusters Score -2359190 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2359255.750000 Penalty: 4950.141602
	Iteration 15Q: 3 clusters Score -2359256 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2359315.250000 Penalty: 4950.141602
	Iteration 16Q: 3 clusters Score -2359315 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -2359392.000000 Penalty: 4950.141602
	Iteration 17Q: 3 clusters Score -2359392 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2359464.500000 Penalty: 4950.141602
	Iteration 18Q: 3 clusters Score -2359464 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2359549.250000 Penalty: 4950.141602
	Iteration 19Q: 3 clusters Score -2359549 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2359638.750000 Penalty: 4950.141602
	Iteration 20F: 3 clusters Score -2359639 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -2359766.750000 Penalty: 4950.141602
	Iteration 21Q: 3 clusters Score -2359767 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2359911.750000 Penalty: 4950.141602
	Iteration 22Q: 3 clusters Score -2359912 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2360056.000000 Penalty: 4950.141602
	Iteration 23Q: 3 clusters Score -2360056 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -2360237.250000 Penalty: 4950.141602
	Iteration 24Q: 3 clusters Score -2360237 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -2360452.750000 Penalty: 4950.141602
	Iteration 25Q: 3 clusters Score -2360453 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2360725.250000 Penalty: 4950.141602
	Iteration 26Q: 3 clusters Score -2360725 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2361053.000000 Penalty: 4950.141602
	Iteration 27Q: 3 clusters Score -2361053 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2361450.250000 Penalty: 4950.141602
	Iteration 28Q: 3 clusters Score -2361450 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2361901.000000 Penalty: 4950.141602
	Iteration 29Q: 3 clusters Score -2361901 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2362344.750000 Penalty: 4950.141602
	Iteration 30Q: 3 clusters Score -2362345 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2362742.000000 Penalty: 4950.141602
	Iteration 31Q: 3 clusters Score -2362742 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2363107.000000 Penalty: 4950.141602
	Iteration 32Q: 3 clusters Score -2363107 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2363378.000000 Penalty: 4950.141602
	Iteration 33Q: 3 clusters Score -2363378 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2363540.000000 Penalty: 4950.141602
	Iteration 34Q: 3 clusters Score -2363540 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2363646.250000 Penalty: 4950.141602
	Iteration 35Q: 3 clusters Score -2363646 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2363712.750000 Penalty: 4950.141602
	Iteration 36Q: 3 clusters Score -2363713 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2363766.500000 Penalty: 4950.141602
	Iteration 37Q: 3 clusters Score -2363766 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2363801.000000 Penalty: 4950.141602
	Iteration 38Q: 3 clusters Score -2363801 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2363827.250000 Penalty: 4950.141602
	Iteration 39Q: 3 clusters Score -2363827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2363851.000000 Penalty: 4950.141602
	Iteration 40F: 3 clusters Score -2363851 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2363871.500000 Penalty: 4950.141602
	Iteration 41Q: 3 clusters Score -2363872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2363885.250000 Penalty: 4950.141602
	Iteration 42Q: 3 clusters Score -2363885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2363891.000000 Penalty: 4950.141602
	Iteration 43Q: 3 clusters Score -2363891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2363897.500000 Penalty: 4950.141602
	Iteration 44Q: 3 clusters Score -2363898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2363902.250000 Penalty: 4950.141602
	Iteration 45Q: 3 clusters Score -2363902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2363907.250000 Penalty: 4950.141602
	Iteration 46Q: 3 clusters Score -2363907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2363915.000000 Penalty: 4950.141602
	Iteration 47Q: 3 clusters Score -2363915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2363915.000000 Penalty: 4950.141602
	Iteration 48Q: 3 clusters Score -2363915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2363915.000000 Penalty: 4950.141602
	Iteration 49F: 3 clusters Score -2363915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Entering Unmasked Estep 
Score: -834608.187500 Penalty: 2219.828613
	Iteration 0F: 2 clusters Score -834608.2 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 3879 members 
Entering Unmasked Estep 
Score: -828315.562500 Penalty: 4439.657227
	Iteration 0F: 3 clusters Score -828315.6 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -830026.500000 Penalty: 4439.657227
	Iteration 1F: 3 clusters Score -830026.5 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -830350.750000 Penalty: 4439.657227
	Iteration 2F: 3 clusters Score -830350.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -830564.375000 Penalty: 4439.657227
	Iteration 3F: 3 clusters Score -830564.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -830748.000000 Penalty: 4439.657227
	Iteration 4Q: 3 clusters Score -830748 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -830918.437500 Penalty: 4439.657227
	Iteration 5Q: 3 clusters Score -830918.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -831101.375000 Penalty: 4439.657227
	Iteration 6Q: 3 clusters Score -831101.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -831272.562500 Penalty: 4439.657227
	Iteration 7Q: 3 clusters Score -831272.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -831423.625000 Penalty: 4439.657227
	Iteration 8Q: 3 clusters Score -831423.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -831611.750000 Penalty: 4439.657227
	Iteration 9Q: 3 clusters Score -831611.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -831823.750000 Penalty: 4439.657227
	Iteration 10Q: 3 clusters Score -831823.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -832060.437500 Penalty: 4439.657227
	Iteration 11Q: 3 clusters Score -832060.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -832309.875000 Penalty: 4439.657227
	Iteration 12Q: 3 clusters Score -832309.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -832536.500000 Penalty: 4439.657227
	Iteration 13Q: 3 clusters Score -832536.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -832749.250000 Penalty: 4439.657227
	Iteration 14Q: 3 clusters Score -832749.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -832895.500000 Penalty: 4439.657227
	Iteration 15Q: 3 clusters Score -832895.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -833004.437500 Penalty: 4439.657227
	Iteration 16Q: 3 clusters Score -833004.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -833100.187500 Penalty: 4439.657227
	Iteration 17Q: 3 clusters Score -833100.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -833168.750000 Penalty: 4439.657227
	Iteration 18Q: 3 clusters Score -833168.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -833200.625000 Penalty: 4439.657227
	Iteration 19Q: 3 clusters Score -833200.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -833218.437500 Penalty: 4439.657227
	Iteration 20F: 3 clusters Score -833218.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -833231.062500 Penalty: 4439.657227
	Iteration 21Q: 3 clusters Score -833231.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -833237.562500 Penalty: 4439.657227
	Iteration 22Q: 3 clusters Score -833237.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -833243.437500 Penalty: 4439.657227
	Iteration 23Q: 3 clusters Score -833243.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -833249.062500 Penalty: 4439.657227
	Iteration 24Q: 3 clusters Score -833249.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -833252.187500 Penalty: 4439.657227
	Iteration 25Q: 3 clusters Score -833252.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -833256.000000 Penalty: 4439.657227
	Iteration 26Q: 3 clusters Score -833256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -833259.062500 Penalty: 4439.657227
	Iteration 27Q: 3 clusters Score -833259.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -833262.562500 Penalty: 4439.657227
	Iteration 28Q: 3 clusters Score -833262.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -833264.500000 Penalty: 4439.657227
	Iteration 29Q: 3 clusters Score -833264.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -833265.125000 Penalty: 4439.657227
	Iteration 30Q: 3 clusters Score -833265.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -833267.250000 Penalty: 4439.657227
	Iteration 31Q: 3 clusters Score -833267.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -833267.500000 Penalty: 4439.657227
	Iteration 32Q: 3 clusters Score -833267.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -833270.375000 Penalty: 4439.657227
	Iteration 33Q: 3 clusters Score -833270.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -833272.312500 Penalty: 4439.657227
	Iteration 34Q: 3 clusters Score -833272.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -833275.125000 Penalty: 4439.657227
	Iteration 35Q: 3 clusters Score -833275.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -833276.000000 Penalty: 4439.657227
	Iteration 36Q: 3 clusters Score -833276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -833278.437500 Penalty: 4439.657227
	Iteration 37Q: 3 clusters Score -833278.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -833280.375000 Penalty: 4439.657227
	Iteration 38Q: 3 clusters Score -833280.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -833283.312500 Penalty: 4439.657227
	Iteration 39Q: 3 clusters Score -833283.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -833286.750000 Penalty: 4439.657227
	Iteration 40F: 3 clusters Score -833286.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -833286.500000 Penalty: 4439.657227
	Iteration 41Q: 3 clusters Score -833286.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -833285.437500 Penalty: 4439.657227
	Iteration 42Q: 3 clusters Score -833285.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -833285.437500 Penalty: 4439.657227
	Iteration 43F: 3 clusters Score -833285.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -188326.609375 Penalty: 1868.885986
	Iteration 0F: 2 clusters Score -188326.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -185761.734375 Penalty: 3737.771973
	Iteration 0F: 3 clusters Score -185761.7 nChanged 600
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: -186203.484375 Penalty: 3737.771973
	Iteration 1F: 3 clusters Score -186203.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -186361.921875 Penalty: 3737.771973
	Iteration 2F: 3 clusters Score -186361.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -186448.234375 Penalty: 3737.771973
	Iteration 3F: 3 clusters Score -186448.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -186494.921875 Penalty: 3737.771973
	Iteration 4Q: 3 clusters Score -186494.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -186528.906250 Penalty: 3737.771973
	Iteration 5Q: 3 clusters Score -186528.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -186571.750000 Penalty: 3737.771973
	Iteration 6Q: 3 clusters Score -186571.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -186622.562500 Penalty: 3737.771973
	Iteration 7Q: 3 clusters Score -186622.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -186651.046875 Penalty: 3737.771973
	Iteration 8Q: 3 clusters Score -186651 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -186673.656250 Penalty: 3737.771973
	Iteration 9Q: 3 clusters Score -186673.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -186700.781250 Penalty: 3737.771973
	Iteration 10Q: 3 clusters Score -186700.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -186732.531250 Penalty: 3737.771973
	Iteration 11Q: 3 clusters Score -186732.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -186754.500000 Penalty: 3737.771973
	Iteration 12Q: 3 clusters Score -186754.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -186772.984375 Penalty: 3737.771973
	Iteration 13Q: 3 clusters Score -186773 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -186787.218750 Penalty: 3737.771973
	Iteration 14Q: 3 clusters Score -186787.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -186796.078125 Penalty: 3737.771973
	Iteration 15Q: 3 clusters Score -186796.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -186802.468750 Penalty: 3737.771973
	Iteration 16Q: 3 clusters Score -186802.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -186810.000000 Penalty: 3737.771973
	Iteration 17Q: 3 clusters Score -186810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -186817.234375 Penalty: 3737.771973
	Iteration 18Q: 3 clusters Score -186817.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -186821.328125 Penalty: 3737.771973
	Iteration 19Q: 3 clusters Score -186821.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -186830.046875 Penalty: 3737.771973
	Iteration 20F: 3 clusters Score -186830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -186837.015625 Penalty: 3737.771973
	Iteration 21Q: 3 clusters Score -186837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -186843.000000 Penalty: 3737.771973
	Iteration 22Q: 3 clusters Score -186843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -186846.390625 Penalty: 3737.771973
	Iteration 23Q: 3 clusters Score -186846.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -186847.156250 Penalty: 3737.771973
	Iteration 24Q: 3 clusters Score -186847.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -186848.203125 Penalty: 3737.771973
	Iteration 25Q: 3 clusters Score -186848.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -186848.203125 Penalty: 3737.771973
	Iteration 26F: 3 clusters Score -186848.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Entering Unmasked Estep 
Score: -423636.562500 Penalty: 2180.288574
	Iteration 0F: 2 clusters Score -423636.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -418161.531250 Penalty: 4360.577148
	Iteration 0F: 3 clusters Score -418161.5 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -419709.718750 Penalty: 4360.577148
	Iteration 1F: 3 clusters Score -419709.7 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -420173.062500 Penalty: 4360.577148
	Iteration 2F: 3 clusters Score -420173.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -420742.343750 Penalty: 4360.577148
	Iteration 3F: 3 clusters Score -420742.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -421342.812500 Penalty: 4360.577148
	Iteration 4F: 3 clusters Score -421342.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -421956.000000 Penalty: 4360.577148
	Iteration 5F: 3 clusters Score -421956 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -422447.250000 Penalty: 4360.577148
	Iteration 6F: 3 clusters Score -422447.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -422782.812500 Penalty: 4360.577148
	Iteration 7F: 3 clusters Score -422782.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -423014.781250 Penalty: 4360.577148
	Iteration 8Q: 3 clusters Score -423014.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -423172.468750 Penalty: 4360.577148
	Iteration 9Q: 3 clusters Score -423172.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -423249.562500 Penalty: 4360.577148
	Iteration 10Q: 3 clusters Score -423249.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -423285.500000 Penalty: 4360.577148
	Iteration 11Q: 3 clusters Score -423285.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -423307.312500 Penalty: 4360.577148
	Iteration 12Q: 3 clusters Score -423307.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -423319.000000 Penalty: 4360.577148
	Iteration 13Q: 3 clusters Score -423319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -423327.625000 Penalty: 4360.577148
	Iteration 14Q: 3 clusters Score -423327.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -423331.718750 Penalty: 4360.577148
	Iteration 15Q: 3 clusters Score -423331.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -423333.156250 Penalty: 4360.577148
	Iteration 16Q: 3 clusters Score -423333.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -423335.718750 Penalty: 4360.577148
	Iteration 17Q: 3 clusters Score -423335.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -423338.875000 Penalty: 4360.577148
	Iteration 18Q: 3 clusters Score -423338.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -423339.687500 Penalty: 4360.577148
	Iteration 19Q: 3 clusters Score -423339.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -423342.750000 Penalty: 4360.577148
	Iteration 20F: 3 clusters Score -423342.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -423343.093750 Penalty: 4360.577148
	Iteration 21Q: 3 clusters Score -423343.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -423343.218750 Penalty: 4360.577148
	Iteration 22Q: 3 clusters Score -423343.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -423343.218750 Penalty: 4360.577148
	Iteration 23F: 3 clusters Score -423343.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -70694.570312 Penalty: 1630.272583
	Iteration 0F: 2 clusters Score -70694.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -68988.539062 Penalty: 3260.545166
	Iteration 0F: 3 clusters Score -68988.54 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -69233.000000 Penalty: 3260.545166
	Iteration 1F: 3 clusters Score -69233 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -69326.789062 Penalty: 3260.545166
	Iteration 2F: 3 clusters Score -69326.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -69376.265625 Penalty: 3260.545166
	Iteration 3Q: 3 clusters Score -69376.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -69399.531250 Penalty: 3260.545166
	Iteration 4Q: 3 clusters Score -69399.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -69421.632812 Penalty: 3260.545166
	Iteration 5Q: 3 clusters Score -69421.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -69447.507812 Penalty: 3260.545166
	Iteration 6Q: 3 clusters Score -69447.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -69473.257812 Penalty: 3260.545166
	Iteration 7Q: 3 clusters Score -69473.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -69495.484375 Penalty: 3260.545166
	Iteration 8Q: 3 clusters Score -69495.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -69503.796875 Penalty: 3260.545166
	Iteration 9Q: 3 clusters Score -69503.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -69508.382812 Penalty: 3260.545166
	Iteration 10Q: 3 clusters Score -69508.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -69511.648438 Penalty: 3260.545166
	Iteration 11Q: 3 clusters Score -69511.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -69513.437500 Penalty: 3260.545166
	Iteration 12Q: 3 clusters Score -69513.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -69517.890625 Penalty: 3260.545166
	Iteration 13Q: 3 clusters Score -69517.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -69522.406250 Penalty: 3260.545166
	Iteration 14Q: 3 clusters Score -69522.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -69527.468750 Penalty: 3260.545166
	Iteration 15Q: 3 clusters Score -69527.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -69528.703125 Penalty: 3260.545166
	Iteration 16Q: 3 clusters Score -69528.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -69528.703125 Penalty: 3260.545166
	Iteration 17F: 3 clusters Score -69528.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (90182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90182 members 
Entering Unmasked Estep 
Score: -9835069.000000 Penalty: 2829.577148
	Iteration 0F: 2 clusters Score -9835069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 45349 members 
Entering Unmasked Estep 
Score: -9774597.000000 Penalty: 5659.154297
	Iteration 0F: 3 clusters Score -9774597 nChanged 42563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 47620 members 
Entering Unmasked Estep 
Score: -9798663.000000 Penalty: 5659.154297
	Iteration 1F: 3 clusters Score -9798663 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -9799497.000000 Penalty: 5659.154297
	Iteration 2Q: 3 clusters Score -9799497 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -9800633.000000 Penalty: 5659.154297
	Iteration 3Q: 3 clusters Score -9800633 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 55428 members 
Entering Unmasked Estep 
Score: -9802557.000000 Penalty: 5659.154297
	Iteration 4Q: 3 clusters Score -9802557 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 60727 members 
Entering Unmasked Estep 
Score: -9805898.000000 Penalty: 5659.154297
	Iteration 5F: 3 clusters Score -9805898 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 67689 members 
Entering Unmasked Estep 
Score: -9811450.000000 Penalty: 5659.154297
	Iteration 6F: 3 clusters Score -9811450 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 75543 members 
Entering Unmasked Estep 
Score: -9818695.000000 Penalty: 5659.154297
	Iteration 7F: 3 clusters Score -9818695 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 82296 members 
Entering Unmasked Estep 
Score: -9825482.000000 Penalty: 5659.154297
	Iteration 8F: 3 clusters Score -9825482 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 86613 members 
Entering Unmasked Estep 
Score: -9829620.000000 Penalty: 5659.154297
	Iteration 9Q: 3 clusters Score -9829620 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 88476 members 
Entering Unmasked Estep 
Score: -9831376.000000 Penalty: 5659.154297
	Iteration 10Q: 3 clusters Score -9831376 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 89202 members 
Entering Unmasked Estep 
Score: -9832064.000000 Penalty: 5659.154297
	Iteration 11Q: 3 clusters Score -9832064 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 89468 members 
Entering Unmasked Estep 
Score: -9832309.000000 Penalty: 5659.154297
	Iteration 12Q: 3 clusters Score -9832309 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 89579 members 
Entering Unmasked Estep 
Score: -9832417.000000 Penalty: 5659.154297
	Iteration 13Q: 3 clusters Score -9832417 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 89628 members 
Entering Unmasked Estep 
Score: -9832493.000000 Penalty: 5659.154297
	Iteration 14Q: 3 clusters Score -9832493 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 89647 members 
Entering Unmasked Estep 
Score: -9832555.000000 Penalty: 5659.154297
	Iteration 15Q: 3 clusters Score -9832555 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 89660 members 
Entering Unmasked Estep 
Score: -9832581.000000 Penalty: 5659.154297
	Iteration 16Q: 3 clusters Score -9832581 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 89672 members 
Entering Unmasked Estep 
Score: -9832602.000000 Penalty: 5659.154297
	Iteration 17Q: 3 clusters Score -9832602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 89675 members 
Entering Unmasked Estep 
Score: -9832608.000000 Penalty: 5659.154297
	Iteration 18Q: 3 clusters Score -9832608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 89671 members 
Entering Unmasked Estep 
Score: -9832616.000000 Penalty: 5659.154297
	Iteration 19Q: 3 clusters Score -9832616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 89676 members 
Entering Unmasked Estep 
Score: -9832631.000000 Penalty: 5659.154297
	Iteration 20F: 3 clusters Score -9832631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 89684 members 
Entering Unmasked Estep 
Score: -9832644.000000 Penalty: 5659.154297
	Iteration 21Q: 3 clusters Score -9832644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 89685 members 
Entering Unmasked Estep 
Score: -9832642.000000 Penalty: 5659.154297
	Iteration 22Q: 3 clusters Score -9832642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 89692 members 
Entering Unmasked Estep 
Score: -9832647.000000 Penalty: 5659.154297
	Iteration 23Q: 3 clusters Score -9832647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 89698 members 
Entering Unmasked Estep 
Score: -9832664.000000 Penalty: 5659.154297
	Iteration 24Q: 3 clusters Score -9832664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 89706 members 
Entering Unmasked Estep 
Score: -9832676.000000 Penalty: 5659.154297
	Iteration 25Q: 3 clusters Score -9832676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 89711 members 
Entering Unmasked Estep 
Score: -9832682.000000 Penalty: 5659.154297
	Iteration 26Q: 3 clusters Score -9832682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 89712 members 
Entering Unmasked Estep 
Score: -9832689.000000 Penalty: 5659.154297
	Iteration 27Q: 3 clusters Score -9832689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 89715 members 
Entering Unmasked Estep 
Score: -9832699.000000 Penalty: 5659.154297
	Iteration 28Q: 3 clusters Score -9832699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 89717 members 
Entering Unmasked Estep 
Score: -9832699.000000 Penalty: 5659.154297
	Iteration 29Q: 3 clusters Score -9832699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 89720 members 
Entering Unmasked Estep 
Score: -9832698.000000 Penalty: 5659.154297
	Iteration 30Q: 3 clusters Score -9832698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 89722 members 
Entering Unmasked Estep 
Score: -9832699.000000 Penalty: 5659.154297
	Iteration 31Q: 3 clusters Score -9832699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 89724 members 
Entering Unmasked Estep 
Score: -9832700.000000 Penalty: 5659.154297
	Iteration 32Q: 3 clusters Score -9832700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 89725 members 
Entering Unmasked Estep 
Score: -9832700.000000 Penalty: 5659.154297
	Iteration 33Q: 3 clusters Score -9832700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 89725 members 
Entering Unmasked Estep 
Score: -9832700.000000 Penalty: 5659.154297
	Iteration 34F: 3 clusters Score -9832700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Entering Unmasked Estep 
Score: -811573.937500 Penalty: 2301.244873
	Iteration 0F: 2 clusters Score -811573.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -803535.375000 Penalty: 4602.489746
	Iteration 0F: 3 clusters Score -803535.4 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -806277.250000 Penalty: 4602.489746
	Iteration 1F: 3 clusters Score -806277.2 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -807061.375000 Penalty: 4602.489746
	Iteration 2F: 3 clusters Score -807061.4 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -808099.875000 Penalty: 4602.489746
	Iteration 3F: 3 clusters Score -808099.9 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -809201.375000 Penalty: 4602.489746
	Iteration 4F: 3 clusters Score -809201.4 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -810046.812500 Penalty: 4602.489746
	Iteration 5F: 3 clusters Score -810046.8 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -810603.812500 Penalty: 4602.489746
	Iteration 6F: 3 clusters Score -810603.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -810988.437500 Penalty: 4602.489746
	Iteration 7Q: 3 clusters Score -810988.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -811171.062500 Penalty: 4602.489746
	Iteration 8Q: 3 clusters Score -811171.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -811284.875000 Penalty: 4602.489746
	Iteration 9Q: 3 clusters Score -811284.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -811348.062500 Penalty: 4602.489746
	Iteration 10Q: 3 clusters Score -811348.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -811391.125000 Penalty: 4602.489746
	Iteration 11Q: 3 clusters Score -811391.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -811425.125000 Penalty: 4602.489746
	Iteration 12Q: 3 clusters Score -811425.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -811448.125000 Penalty: 4602.489746
	Iteration 13Q: 3 clusters Score -811448.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -811479.250000 Penalty: 4602.489746
	Iteration 14Q: 3 clusters Score -811479.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -811503.250000 Penalty: 4602.489746
	Iteration 15Q: 3 clusters Score -811503.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -811524.875000 Penalty: 4602.489746
	Iteration 16Q: 3 clusters Score -811524.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -811546.562500 Penalty: 4602.489746
	Iteration 17Q: 3 clusters Score -811546.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -811566.812500 Penalty: 4602.489746
	Iteration 18Q: 3 clusters Score -811566.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -811580.500000 Penalty: 4602.489746
	Iteration 19Q: 3 clusters Score -811580.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -811595.812500 Penalty: 4602.489746
	Iteration 20F: 3 clusters Score -811595.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -811606.062500 Penalty: 4602.489746
	Iteration 21Q: 3 clusters Score -811606.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -811613.812500 Penalty: 4602.489746
	Iteration 22Q: 3 clusters Score -811613.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -811622.687500 Penalty: 4602.489746
	Iteration 23Q: 3 clusters Score -811622.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -811630.687500 Penalty: 4602.489746
	Iteration 24Q: 3 clusters Score -811630.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -811636.250000 Penalty: 4602.489746
	Iteration 25Q: 3 clusters Score -811636.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -811642.812500 Penalty: 4602.489746
	Iteration 26Q: 3 clusters Score -811642.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -811646.875000 Penalty: 4602.489746
	Iteration 27Q: 3 clusters Score -811646.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -811648.687500 Penalty: 4602.489746
	Iteration 28Q: 3 clusters Score -811648.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -811654.125000 Penalty: 4602.489746
	Iteration 29Q: 3 clusters Score -811654.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -811655.437500 Penalty: 4602.489746
	Iteration 30Q: 3 clusters Score -811655.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -811661.250000 Penalty: 4602.489746
	Iteration 31Q: 3 clusters Score -811661.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -811663.375000 Penalty: 4602.489746
	Iteration 32Q: 3 clusters Score -811663.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -811668.125000 Penalty: 4602.489746
	Iteration 33Q: 3 clusters Score -811668.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -811672.250000 Penalty: 4602.489746
	Iteration 34Q: 3 clusters Score -811672.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -811673.875000 Penalty: 4602.489746
	Iteration 35Q: 3 clusters Score -811673.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -811677.187500 Penalty: 4602.489746
	Iteration 36Q: 3 clusters Score -811677.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -811679.625000 Penalty: 4602.489746
	Iteration 37Q: 3 clusters Score -811679.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -811683.375000 Penalty: 4602.489746
	Iteration 38Q: 3 clusters Score -811683.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -811685.000000 Penalty: 4602.489746
	Iteration 39Q: 3 clusters Score -811685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -811687.437500 Penalty: 4602.489746
	Iteration 40F: 3 clusters Score -811687.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -811692.062500 Penalty: 4602.489746
	Iteration 41Q: 3 clusters Score -811692.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -811695.812500 Penalty: 4602.489746
	Iteration 42Q: 3 clusters Score -811695.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -811700.437500 Penalty: 4602.489746
	Iteration 43Q: 3 clusters Score -811700.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -811711.687500 Penalty: 4602.489746
	Iteration 44Q: 3 clusters Score -811711.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -811721.312500 Penalty: 4602.489746
	Iteration 45Q: 3 clusters Score -811721.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -811731.062500 Penalty: 4602.489746
	Iteration 46Q: 3 clusters Score -811731.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -811742.812500 Penalty: 4602.489746
	Iteration 47Q: 3 clusters Score -811742.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -811751.500000 Penalty: 4602.489746
	Iteration 48Q: 3 clusters Score -811751.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -811754.937500 Penalty: 4602.489746
	Iteration 49Q: 3 clusters Score -811754.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -811765.062500 Penalty: 4602.489746
	Iteration 50Q: 3 clusters Score -811765.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -811770.812500 Penalty: 4602.489746
	Iteration 51Q: 3 clusters Score -811770.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -811773.812500 Penalty: 4602.489746
	Iteration 52Q: 3 clusters Score -811773.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -811779.250000 Penalty: 4602.489746
	Iteration 53Q: 3 clusters Score -811779.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -811780.812500 Penalty: 4602.489746
	Iteration 54Q: 3 clusters Score -811780.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -811783.562500 Penalty: 4602.489746
	Iteration 55Q: 3 clusters Score -811783.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -811788.375000 Penalty: 4602.489746
	Iteration 56Q: 3 clusters Score -811788.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -811789.312500 Penalty: 4602.489746
	Iteration 57Q: 3 clusters Score -811789.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -811790.750000 Penalty: 4602.489746
	Iteration 58Q: 3 clusters Score -811790.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -811792.625000 Penalty: 4602.489746
	Iteration 59Q: 3 clusters Score -811792.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -811795.187500 Penalty: 4602.489746
	Iteration 60F: 3 clusters Score -811795.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -811796.312500 Penalty: 4602.489746
	Iteration 61Q: 3 clusters Score -811796.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -811799.562500 Penalty: 4602.489746
	Iteration 62Q: 3 clusters Score -811799.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -811799.562500 Penalty: 4602.489746
	Iteration 63Q: 3 clusters Score -811799.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -811801.500000 Penalty: 4602.489746
	Iteration 64Q: 3 clusters Score -811801.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -811805.937500 Penalty: 4602.489746
	Iteration 65Q: 3 clusters Score -811805.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -811804.875000 Penalty: 4602.489746
	Iteration 66Q: 3 clusters Score -811804.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -811803.312500 Penalty: 4602.489746
	Iteration 67Q: 3 clusters Score -811803.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -811805.125000 Penalty: 4602.489746
	Iteration 68Q: 3 clusters Score -811805.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -811805.687500 Penalty: 4602.489746
	Iteration 69Q: 3 clusters Score -811805.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -811805.687500 Penalty: 4602.489746
	Iteration 70F: 3 clusters Score -811805.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58276 members 
Mstep: Class 5 contains 21593 members 
Mstep: Class 6 contains 7715 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 6578 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90182 members 
Mstep: Class 11 contains 2807 members 
Mstep: Class 12 contains 31260 members 
Mstep: Class 13 contains 6527 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10435 members 
Mstep: Class 16 contains 16519 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10325 members 
Mstep: Class 21 contains 14445 members 
Mstep: Class 22 contains 10102 members 
Mstep: Class 23 contains 26467 members 
Mstep: Class 24 contains 12717 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 18037 members 
Mstep: Class 31 contains 16732 members 
Mstep: Class 32 contains 10438 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4653 members 
Mstep: Class 35 contains 12163 members 
Mstep: Class 36 contains 27671 members 
Mstep: Class 37 contains 20071 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8898 members 
Mstep: Class 40 contains 3407 members 
Mstep: Class 41 contains 16829 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7457 members 
Mstep: Class 45 contains 5321 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6038 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16157 members 
Mstep: Class 50 contains 14464 members 
Mstep: Class 51 contains 4496 members 
Mstep: Class 52 contains 3398 members 
Mstep: Class 53 contains 16655 members 
Mstep: Class 54 contains 13765 members 
Mstep: Class 55 contains 7906 members 
Entering Unmasked Estep 
Score: -64769500.000000 Penalty: 182530.078125
Splitting cluster 11 changes total score from -64770424.000000 to -64769500.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (31260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Entering Unmasked Estep 
Score: -3383200.500000 Penalty: 2566.823486
	Iteration 0F: 2 clusters Score -3383200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -3361877.000000 Penalty: 5133.646973
	Iteration 0F: 3 clusters Score -3361877 nChanged 14179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -3369568.250000 Penalty: 5133.646973
	Iteration 1F: 3 clusters Score -3369568 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -3370049.250000 Penalty: 5133.646973
	Iteration 2Q: 3 clusters Score -3370049 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -3370569.000000 Penalty: 5133.646973
	Iteration 3Q: 3 clusters Score -3370569 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -3371165.500000 Penalty: 5133.646973
	Iteration 4Q: 3 clusters Score -3371166 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -3371937.000000 Penalty: 5133.646973
	Iteration 5F: 3 clusters Score -3371937 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -3372961.750000 Penalty: 5133.646973
	Iteration 6F: 3 clusters Score -3372962 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -3374198.500000 Penalty: 5133.646973
	Iteration 7F: 3 clusters Score -3374198 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -3375483.500000 Penalty: 5133.646973
	Iteration 8F: 3 clusters Score -3375484 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -3376723.750000 Penalty: 5133.646973
	Iteration 9F: 3 clusters Score -3376724 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -3377761.000000 Penalty: 5133.646973
	Iteration 10Q: 3 clusters Score -3377761 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -3378666.000000 Penalty: 5133.646973
	Iteration 11Q: 3 clusters Score -3378666 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -3379489.000000 Penalty: 5133.646973
	Iteration 12Q: 3 clusters Score -3379489 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -3380083.750000 Penalty: 5133.646973
	Iteration 13Q: 3 clusters Score -3380084 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -3380517.500000 Penalty: 5133.646973
	Iteration 14Q: 3 clusters Score -3380518 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -3380772.750000 Penalty: 5133.646973
	Iteration 15Q: 3 clusters Score -3380773 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -3380925.500000 Penalty: 5133.646973
	Iteration 16Q: 3 clusters Score -3380926 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -3381018.500000 Penalty: 5133.646973
	Iteration 17Q: 3 clusters Score -3381018 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
Score: -3381081.000000 Penalty: 5133.646973
	Iteration 18Q: 3 clusters Score -3381081 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -3381138.000000 Penalty: 5133.646973
	Iteration 19Q: 3 clusters Score -3381138 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -3381174.000000 Penalty: 5133.646973
	Iteration 20F: 3 clusters Score -3381174 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -3381219.500000 Penalty: 5133.646973
	Iteration 21Q: 3 clusters Score -3381220 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -3381253.500000 Penalty: 5133.646973
	Iteration 22Q: 3 clusters Score -3381254 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -3381280.500000 Penalty: 5133.646973
	Iteration 23Q: 3 clusters Score -3381280 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -3381295.500000 Penalty: 5133.646973
	Iteration 24Q: 3 clusters Score -3381296 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -3381313.500000 Penalty: 5133.646973
	Iteration 25Q: 3 clusters Score -3381314 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -3381328.750000 Penalty: 5133.646973
	Iteration 26Q: 3 clusters Score -3381329 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -3381348.250000 Penalty: 5133.646973
	Iteration 27Q: 3 clusters Score -3381348 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -3381361.500000 Penalty: 5133.646973
	Iteration 28Q: 3 clusters Score -3381362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -3381359.250000 Penalty: 5133.646973
	Iteration 29Q: 3 clusters Score -3381359 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -3381367.250000 Penalty: 5133.646973
	Iteration 30Q: 3 clusters Score -3381367 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -3381371.250000 Penalty: 5133.646973
	Iteration 31Q: 3 clusters Score -3381371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -3381381.250000 Penalty: 5133.646973
	Iteration 32Q: 3 clusters Score -3381381 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -3381389.250000 Penalty: 5133.646973
	Iteration 33Q: 3 clusters Score -3381389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -3381386.750000 Penalty: 5133.646973
	Iteration 34Q: 3 clusters Score -3381387 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -3381395.500000 Penalty: 5133.646973
	Iteration 35Q: 3 clusters Score -3381396 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -3381405.500000 Penalty: 5133.646973
	Iteration 36Q: 3 clusters Score -3381406 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -3381423.500000 Penalty: 5133.646973
	Iteration 37Q: 3 clusters Score -3381424 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -3381433.500000 Penalty: 5133.646973
	Iteration 38Q: 3 clusters Score -3381434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -3381440.750000 Penalty: 5133.646973
	Iteration 39Q: 3 clusters Score -3381441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -3381454.000000 Penalty: 5133.646973
	Iteration 40F: 3 clusters Score -3381454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -3381457.500000 Penalty: 5133.646973
	Iteration 41Q: 3 clusters Score -3381458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -3381461.000000 Penalty: 5133.646973
	Iteration 42Q: 3 clusters Score -3381461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -3381465.500000 Penalty: 5133.646973
	Iteration 43Q: 3 clusters Score -3381466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -3381463.250000 Penalty: 5133.646973
	Iteration 44Q: 3 clusters Score -3381463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -3381473.000000 Penalty: 5133.646973
	Iteration 45Q: 3 clusters Score -3381473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -3381471.000000 Penalty: 5133.646973
	Iteration 46Q: 3 clusters Score -3381471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -3381473.500000 Penalty: 5133.646973
	Iteration 47Q: 3 clusters Score -3381474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -3381480.000000 Penalty: 5133.646973
	Iteration 48Q: 3 clusters Score -3381480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -3381488.000000 Penalty: 5133.646973
	Iteration 49Q: 3 clusters Score -3381488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -3381487.500000 Penalty: 5133.646973
	Iteration 50Q: 3 clusters Score -3381488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -3381493.250000 Penalty: 5133.646973
	Iteration 51Q: 3 clusters Score -3381493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -3381502.250000 Penalty: 5133.646973
	Iteration 52Q: 3 clusters Score -3381502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -3381505.250000 Penalty: 5133.646973
	Iteration 53Q: 3 clusters Score -3381505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -3381506.250000 Penalty: 5133.646973
	Iteration 54Q: 3 clusters Score -3381506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -3381508.750000 Penalty: 5133.646973
	Iteration 55Q: 3 clusters Score -3381509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -3381516.250000 Penalty: 5133.646973
	Iteration 56Q: 3 clusters Score -3381516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -3381512.750000 Penalty: 5133.646973
	Iteration 57Q: 3 clusters Score -3381513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -3381510.250000 Penalty: 5133.646973
	Iteration 58Q: 3 clusters Score -3381510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -3381514.500000 Penalty: 5133.646973
	Iteration 59Q: 3 clusters Score -3381514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -3381515.250000 Penalty: 5133.646973
	Iteration 60F: 3 clusters Score -3381515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -3381518.750000 Penalty: 5133.646973
	Iteration 61Q: 3 clusters Score -3381519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -3381521.000000 Penalty: 5133.646973
	Iteration 62Q: 3 clusters Score -3381521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -3381523.750000 Penalty: 5133.646973
	Iteration 63Q: 3 clusters Score -3381524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -3381528.250000 Penalty: 5133.646973
	Iteration 64Q: 3 clusters Score -3381528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -3381527.500000 Penalty: 5133.646973
	Iteration 65Q: 3 clusters Score -3381528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -3381525.250000 Penalty: 5133.646973
	Iteration 66Q: 3 clusters Score -3381525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -3381529.250000 Penalty: 5133.646973
	Iteration 67Q: 3 clusters Score -3381529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -3381532.500000 Penalty: 5133.646973
	Iteration 68Q: 3 clusters Score -3381532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -3381527.250000 Penalty: 5133.646973
	Iteration 69Q: 3 clusters Score -3381527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -3381527.500000 Penalty: 5133.646973
	Iteration 70Q: 3 clusters Score -3381528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -3381527.500000 Penalty: 5133.646973
	Iteration 71F: 3 clusters Score -3381528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Entering Unmasked Estep 
Score: -627897.062500 Penalty: 2178.358398
	Iteration 0F: 2 clusters Score -627897.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -622412.250000 Penalty: 4356.716797
	Iteration 0F: 3 clusters Score -622412.2 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -623911.750000 Penalty: 4356.716797
	Iteration 1F: 3 clusters Score -623911.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -624238.187500 Penalty: 4356.716797
	Iteration 2F: 3 clusters Score -624238.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -624470.625000 Penalty: 4356.716797
	Iteration 3F: 3 clusters Score -624470.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -624682.375000 Penalty: 4356.716797
	Iteration 4Q: 3 clusters Score -624682.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -624886.875000 Penalty: 4356.716797
	Iteration 5Q: 3 clusters Score -624886.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -625078.500000 Penalty: 4356.716797
	Iteration 6Q: 3 clusters Score -625078.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -625245.562500 Penalty: 4356.716797
	Iteration 7Q: 3 clusters Score -625245.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -625371.437500 Penalty: 4356.716797
	Iteration 8Q: 3 clusters Score -625371.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -625473.437500 Penalty: 4356.716797
	Iteration 9Q: 3 clusters Score -625473.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -625556.875000 Penalty: 4356.716797
	Iteration 10Q: 3 clusters Score -625556.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -625650.125000 Penalty: 4356.716797
	Iteration 11Q: 3 clusters Score -625650.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -625728.875000 Penalty: 4356.716797
	Iteration 12Q: 3 clusters Score -625728.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -625790.375000 Penalty: 4356.716797
	Iteration 13Q: 3 clusters Score -625790.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -625837.750000 Penalty: 4356.716797
	Iteration 14Q: 3 clusters Score -625837.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -625886.812500 Penalty: 4356.716797
	Iteration 15Q: 3 clusters Score -625886.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -625915.187500 Penalty: 4356.716797
	Iteration 16Q: 3 clusters Score -625915.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -625939.625000 Penalty: 4356.716797
	Iteration 17Q: 3 clusters Score -625939.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -625963.187500 Penalty: 4356.716797
	Iteration 18Q: 3 clusters Score -625963.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -625989.750000 Penalty: 4356.716797
	Iteration 19Q: 3 clusters Score -625989.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -626020.875000 Penalty: 4356.716797
	Iteration 20F: 3 clusters Score -626020.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -626059.750000 Penalty: 4356.716797
	Iteration 21Q: 3 clusters Score -626059.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -626091.812500 Penalty: 4356.716797
	Iteration 22Q: 3 clusters Score -626091.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -626117.937500 Penalty: 4356.716797
	Iteration 23Q: 3 clusters Score -626117.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -626137.875000 Penalty: 4356.716797
	Iteration 24Q: 3 clusters Score -626137.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -626158.312500 Penalty: 4356.716797
	Iteration 25Q: 3 clusters Score -626158.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -626176.812500 Penalty: 4356.716797
	Iteration 26Q: 3 clusters Score -626176.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -626188.625000 Penalty: 4356.716797
	Iteration 27Q: 3 clusters Score -626188.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -626203.062500 Penalty: 4356.716797
	Iteration 28Q: 3 clusters Score -626203.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -626215.687500 Penalty: 4356.716797
	Iteration 29Q: 3 clusters Score -626215.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -626230.062500 Penalty: 4356.716797
	Iteration 30Q: 3 clusters Score -626230.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -626237.937500 Penalty: 4356.716797
	Iteration 31Q: 3 clusters Score -626237.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -626240.750000 Penalty: 4356.716797
	Iteration 32Q: 3 clusters Score -626240.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -626244.375000 Penalty: 4356.716797
	Iteration 33Q: 3 clusters Score -626244.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -626250.500000 Penalty: 4356.716797
	Iteration 34Q: 3 clusters Score -626250.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -626256.437500 Penalty: 4356.716797
	Iteration 35Q: 3 clusters Score -626256.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -626261.250000 Penalty: 4356.716797
	Iteration 36Q: 3 clusters Score -626261.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -626265.437500 Penalty: 4356.716797
	Iteration 37Q: 3 clusters Score -626265.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -626267.625000 Penalty: 4356.716797
	Iteration 38Q: 3 clusters Score -626267.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -626270.437500 Penalty: 4356.716797
	Iteration 39Q: 3 clusters Score -626270.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -626275.875000 Penalty: 4356.716797
	Iteration 40F: 3 clusters Score -626275.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -626279.250000 Penalty: 4356.716797
	Iteration 41Q: 3 clusters Score -626279.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -626282.937500 Penalty: 4356.716797
	Iteration 42Q: 3 clusters Score -626282.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -626284.750000 Penalty: 4356.716797
	Iteration 43Q: 3 clusters Score -626284.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -626288.187500 Penalty: 4356.716797
	Iteration 44Q: 3 clusters Score -626288.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -626289.000000 Penalty: 4356.716797
	Iteration 45Q: 3 clusters Score -626289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -626293.625000 Penalty: 4356.716797
	Iteration 46Q: 3 clusters Score -626293.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -626296.625000 Penalty: 4356.716797
	Iteration 47Q: 3 clusters Score -626296.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -626298.562500 Penalty: 4356.716797
	Iteration 48Q: 3 clusters Score -626298.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -626300.125000 Penalty: 4356.716797
	Iteration 49Q: 3 clusters Score -626300.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -626301.750000 Penalty: 4356.716797
	Iteration 50Q: 3 clusters Score -626301.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -626301.125000 Penalty: 4356.716797
	Iteration 51Q: 3 clusters Score -626301.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -626302.625000 Penalty: 4356.716797
	Iteration 52Q: 3 clusters Score -626302.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -626303.187500 Penalty: 4356.716797
	Iteration 53Q: 3 clusters Score -626303.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -626303.937500 Penalty: 4356.716797
	Iteration 54Q: 3 clusters Score -626303.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -626302.812500 Penalty: 4356.716797
	Iteration 55Q: 3 clusters Score -626302.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -626302.812500 Penalty: 4356.716797
	Iteration 56F: 3 clusters Score -626302.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Entering Unmasked Estep 
Score: -467669.156250 Penalty: 2092.768555
	Iteration 0F: 2 clusters Score -467669.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -463373.000000 Penalty: 4185.537109
	Iteration 0F: 3 clusters Score -463373 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -464383.187500 Penalty: 4185.537109
	Iteration 1F: 3 clusters Score -464383.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -464630.125000 Penalty: 4185.537109
	Iteration 2F: 3 clusters Score -464630.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -464772.250000 Penalty: 4185.537109
	Iteration 3F: 3 clusters Score -464772.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -464881.625000 Penalty: 4185.537109
	Iteration 4Q: 3 clusters Score -464881.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -464974.406250 Penalty: 4185.537109
	Iteration 5Q: 3 clusters Score -464974.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -465049.718750 Penalty: 4185.537109
	Iteration 6Q: 3 clusters Score -465049.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -465115.343750 Penalty: 4185.537109
	Iteration 7Q: 3 clusters Score -465115.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -465193.687500 Penalty: 4185.537109
	Iteration 8Q: 3 clusters Score -465193.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -465268.031250 Penalty: 4185.537109
	Iteration 9Q: 3 clusters Score -465268 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -465334.687500 Penalty: 4185.537109
	Iteration 10Q: 3 clusters Score -465334.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -465387.156250 Penalty: 4185.537109
	Iteration 11Q: 3 clusters Score -465387.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -465437.187500 Penalty: 4185.537109
	Iteration 12Q: 3 clusters Score -465437.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -465477.468750 Penalty: 4185.537109
	Iteration 13Q: 3 clusters Score -465477.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -465505.343750 Penalty: 4185.537109
	Iteration 14Q: 3 clusters Score -465505.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -465531.187500 Penalty: 4185.537109
	Iteration 15Q: 3 clusters Score -465531.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -465557.281250 Penalty: 4185.537109
	Iteration 16Q: 3 clusters Score -465557.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -465585.875000 Penalty: 4185.537109
	Iteration 17Q: 3 clusters Score -465585.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -465610.000000 Penalty: 4185.537109
	Iteration 18Q: 3 clusters Score -465610 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -465626.875000 Penalty: 4185.537109
	Iteration 19Q: 3 clusters Score -465626.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -465640.812500 Penalty: 4185.537109
	Iteration 20F: 3 clusters Score -465640.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -465652.312500 Penalty: 4185.537109
	Iteration 21Q: 3 clusters Score -465652.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -465658.187500 Penalty: 4185.537109
	Iteration 22Q: 3 clusters Score -465658.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -465667.250000 Penalty: 4185.537109
	Iteration 23Q: 3 clusters Score -465667.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -465675.375000 Penalty: 4185.537109
	Iteration 24Q: 3 clusters Score -465675.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -465681.593750 Penalty: 4185.537109
	Iteration 25Q: 3 clusters Score -465681.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -465687.562500 Penalty: 4185.537109
	Iteration 26Q: 3 clusters Score -465687.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -465694.468750 Penalty: 4185.537109
	Iteration 27Q: 3 clusters Score -465694.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -465702.343750 Penalty: 4185.537109
	Iteration 28Q: 3 clusters Score -465702.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -465709.468750 Penalty: 4185.537109
	Iteration 29Q: 3 clusters Score -465709.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -465717.562500 Penalty: 4185.537109
	Iteration 30Q: 3 clusters Score -465717.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -465723.468750 Penalty: 4185.537109
	Iteration 31Q: 3 clusters Score -465723.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -465734.687500 Penalty: 4185.537109
	Iteration 32Q: 3 clusters Score -465734.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -465748.062500 Penalty: 4185.537109
	Iteration 33Q: 3 clusters Score -465748.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -465760.312500 Penalty: 4185.537109
	Iteration 34Q: 3 clusters Score -465760.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -465773.125000 Penalty: 4185.537109
	Iteration 35Q: 3 clusters Score -465773.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -465786.562500 Penalty: 4185.537109
	Iteration 36Q: 3 clusters Score -465786.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -465801.156250 Penalty: 4185.537109
	Iteration 37Q: 3 clusters Score -465801.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -465816.468750 Penalty: 4185.537109
	Iteration 38Q: 3 clusters Score -465816.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -465835.312500 Penalty: 4185.537109
	Iteration 39Q: 3 clusters Score -465835.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -465849.562500 Penalty: 4185.537109
	Iteration 40F: 3 clusters Score -465849.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -465855.906250 Penalty: 4185.537109
	Iteration 41Q: 3 clusters Score -465855.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -465860.218750 Penalty: 4185.537109
	Iteration 42Q: 3 clusters Score -465860.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -465866.750000 Penalty: 4185.537109
	Iteration 43Q: 3 clusters Score -465866.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -465873.250000 Penalty: 4185.537109
	Iteration 44Q: 3 clusters Score -465873.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -465885.718750 Penalty: 4185.537109
	Iteration 45Q: 3 clusters Score -465885.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -465893.968750 Penalty: 4185.537109
	Iteration 46Q: 3 clusters Score -465894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -465905.281250 Penalty: 4185.537109
	Iteration 47Q: 3 clusters Score -465905.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -465915.437500 Penalty: 4185.537109
	Iteration 48Q: 3 clusters Score -465915.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -465925.250000 Penalty: 4185.537109
	Iteration 49Q: 3 clusters Score -465925.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -465930.500000 Penalty: 4185.537109
	Iteration 50Q: 3 clusters Score -465930.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -465936.375000 Penalty: 4185.537109
	Iteration 51Q: 3 clusters Score -465936.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -465940.093750 Penalty: 4185.537109
	Iteration 52Q: 3 clusters Score -465940.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -465944.375000 Penalty: 4185.537109
	Iteration 53Q: 3 clusters Score -465944.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -465948.781250 Penalty: 4185.537109
	Iteration 54Q: 3 clusters Score -465948.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -465955.906250 Penalty: 4185.537109
	Iteration 55Q: 3 clusters Score -465955.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -465962.875000 Penalty: 4185.537109
	Iteration 56Q: 3 clusters Score -465962.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -465967.093750 Penalty: 4185.537109
	Iteration 57Q: 3 clusters Score -465967.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -465975.406250 Penalty: 4185.537109
	Iteration 58Q: 3 clusters Score -465975.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -465980.093750 Penalty: 4185.537109
	Iteration 59Q: 3 clusters Score -465980.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -465982.906250 Penalty: 4185.537109
	Iteration 60F: 3 clusters Score -465982.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -465985.656250 Penalty: 4185.537109
	Iteration 61Q: 3 clusters Score -465985.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -465987.437500 Penalty: 4185.537109
	Iteration 62Q: 3 clusters Score -465987.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -465987.718750 Penalty: 4185.537109
	Iteration 63Q: 3 clusters Score -465987.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -465989.468750 Penalty: 4185.537109
	Iteration 64Q: 3 clusters Score -465989.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -465991.031250 Penalty: 4185.537109
	Iteration 65Q: 3 clusters Score -465991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -465990.843750 Penalty: 4185.537109
	Iteration 66Q: 3 clusters Score -465990.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -465991.937500 Penalty: 4185.537109
	Iteration 67Q: 3 clusters Score -465991.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -465992.656250 Penalty: 4185.537109
	Iteration 68Q: 3 clusters Score -465992.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -465995.156250 Penalty: 4185.537109
	Iteration 69Q: 3 clusters Score -465995.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -465997.406250 Penalty: 4185.537109
	Iteration 70Q: 3 clusters Score -465997.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -466000.656250 Penalty: 4185.537109
	Iteration 71Q: 3 clusters Score -466000.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -466002.000000 Penalty: 4185.537109
	Iteration 72Q: 3 clusters Score -466002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -466002.625000 Penalty: 4185.537109
	Iteration 73Q: 3 clusters Score -466002.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -466003.281250 Penalty: 4185.537109
	Iteration 74Q: 3 clusters Score -466003.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -466004.875000 Penalty: 4185.537109
	Iteration 75Q: 3 clusters Score -466004.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -466003.843750 Penalty: 4185.537109
	Iteration 76Q: 3 clusters Score -466003.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -466004.812500 Penalty: 4185.537109
	Iteration 77Q: 3 clusters Score -466004.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -466004.531250 Penalty: 4185.537109
	Iteration 78Q: 3 clusters Score -466004.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -466004.531250 Penalty: 4185.537109
	Iteration 79F: 3 clusters Score -466004.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Entering Unmasked Estep 
Score: -964515.375000 Penalty: 2294.724365
	Iteration 0F: 2 clusters Score -964515.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -956620.125000 Penalty: 4589.448730
	Iteration 0F: 3 clusters Score -956620.1 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -959100.562500 Penalty: 4589.448730
	Iteration 1F: 3 clusters Score -959100.6 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -959613.812500 Penalty: 4589.448730
	Iteration 2F: 3 clusters Score -959613.8 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -960033.812500 Penalty: 4589.448730
	Iteration 3F: 3 clusters Score -960033.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -960371.000000 Penalty: 4589.448730
	Iteration 4F: 3 clusters Score -960371 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -960615.437500 Penalty: 4589.448730
	Iteration 5Q: 3 clusters Score -960615.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -960809.687500 Penalty: 4589.448730
	Iteration 6Q: 3 clusters Score -960809.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -960982.750000 Penalty: 4589.448730
	Iteration 7Q: 3 clusters Score -960982.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -961155.875000 Penalty: 4589.448730
	Iteration 8Q: 3 clusters Score -961155.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -961302.125000 Penalty: 4589.448730
	Iteration 9Q: 3 clusters Score -961302.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -961437.937500 Penalty: 4589.448730
	Iteration 10Q: 3 clusters Score -961437.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -961553.062500 Penalty: 4589.448730
	Iteration 11Q: 3 clusters Score -961553.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -961647.187500 Penalty: 4589.448730
	Iteration 12Q: 3 clusters Score -961647.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -961721.312500 Penalty: 4589.448730
	Iteration 13Q: 3 clusters Score -961721.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -961781.562500 Penalty: 4589.448730
	Iteration 14Q: 3 clusters Score -961781.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -961835.562500 Penalty: 4589.448730
	Iteration 15Q: 3 clusters Score -961835.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -961885.062500 Penalty: 4589.448730
	Iteration 16Q: 3 clusters Score -961885.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -961936.125000 Penalty: 4589.448730
	Iteration 17Q: 3 clusters Score -961936.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -961991.062500 Penalty: 4589.448730
	Iteration 18Q: 3 clusters Score -961991.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -962035.625000 Penalty: 4589.448730
	Iteration 19Q: 3 clusters Score -962035.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -962080.812500 Penalty: 4589.448730
	Iteration 20F: 3 clusters Score -962080.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -962113.125000 Penalty: 4589.448730
	Iteration 21Q: 3 clusters Score -962113.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -962151.375000 Penalty: 4589.448730
	Iteration 22Q: 3 clusters Score -962151.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -962181.437500 Penalty: 4589.448730
	Iteration 23Q: 3 clusters Score -962181.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -962204.250000 Penalty: 4589.448730
	Iteration 24Q: 3 clusters Score -962204.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -962224.562500 Penalty: 4589.448730
	Iteration 25Q: 3 clusters Score -962224.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -962237.937500 Penalty: 4589.448730
	Iteration 26Q: 3 clusters Score -962237.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -962254.687500 Penalty: 4589.448730
	Iteration 27Q: 3 clusters Score -962254.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -962268.812500 Penalty: 4589.448730
	Iteration 28Q: 3 clusters Score -962268.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -962288.500000 Penalty: 4589.448730
	Iteration 29Q: 3 clusters Score -962288.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -962308.625000 Penalty: 4589.448730
	Iteration 30Q: 3 clusters Score -962308.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -962324.625000 Penalty: 4589.448730
	Iteration 31Q: 3 clusters Score -962324.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -962345.562500 Penalty: 4589.448730
	Iteration 32Q: 3 clusters Score -962345.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -962366.000000 Penalty: 4589.448730
	Iteration 33Q: 3 clusters Score -962366 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -962388.625000 Penalty: 4589.448730
	Iteration 34Q: 3 clusters Score -962388.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -962408.000000 Penalty: 4589.448730
	Iteration 35Q: 3 clusters Score -962408 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -962422.125000 Penalty: 4589.448730
	Iteration 36Q: 3 clusters Score -962422.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -962432.375000 Penalty: 4589.448730
	Iteration 37Q: 3 clusters Score -962432.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -962443.125000 Penalty: 4589.448730
	Iteration 38Q: 3 clusters Score -962443.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -962455.250000 Penalty: 4589.448730
	Iteration 39Q: 3 clusters Score -962455.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -962468.500000 Penalty: 4589.448730
	Iteration 40F: 3 clusters Score -962468.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -962479.687500 Penalty: 4589.448730
	Iteration 41Q: 3 clusters Score -962479.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -962494.187500 Penalty: 4589.448730
	Iteration 42Q: 3 clusters Score -962494.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -962517.125000 Penalty: 4589.448730
	Iteration 43Q: 3 clusters Score -962517.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -962531.125000 Penalty: 4589.448730
	Iteration 44Q: 3 clusters Score -962531.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -962549.187500 Penalty: 4589.448730
	Iteration 45Q: 3 clusters Score -962549.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -962564.687500 Penalty: 4589.448730
	Iteration 46Q: 3 clusters Score -962564.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -962570.687500 Penalty: 4589.448730
	Iteration 47Q: 3 clusters Score -962570.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -962582.875000 Penalty: 4589.448730
	Iteration 48Q: 3 clusters Score -962582.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -962586.312500 Penalty: 4589.448730
	Iteration 49Q: 3 clusters Score -962586.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -962596.812500 Penalty: 4589.448730
	Iteration 50Q: 3 clusters Score -962596.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -962604.562500 Penalty: 4589.448730
	Iteration 51Q: 3 clusters Score -962604.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -962611.500000 Penalty: 4589.448730
	Iteration 52Q: 3 clusters Score -962611.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -962617.375000 Penalty: 4589.448730
	Iteration 53Q: 3 clusters Score -962617.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -962625.750000 Penalty: 4589.448730
	Iteration 54Q: 3 clusters Score -962625.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -962631.750000 Penalty: 4589.448730
	Iteration 55Q: 3 clusters Score -962631.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -962636.500000 Penalty: 4589.448730
	Iteration 56Q: 3 clusters Score -962636.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -962640.062500 Penalty: 4589.448730
	Iteration 57Q: 3 clusters Score -962640.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -962644.937500 Penalty: 4589.448730
	Iteration 58Q: 3 clusters Score -962644.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -962646.062500 Penalty: 4589.448730
	Iteration 59Q: 3 clusters Score -962646.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -962648.875000 Penalty: 4589.448730
	Iteration 60F: 3 clusters Score -962648.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -962650.000000 Penalty: 4589.448730
	Iteration 61Q: 3 clusters Score -962650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -962650.687500 Penalty: 4589.448730
	Iteration 62Q: 3 clusters Score -962650.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -962652.875000 Penalty: 4589.448730
	Iteration 63Q: 3 clusters Score -962652.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -962654.812500 Penalty: 4589.448730
	Iteration 64Q: 3 clusters Score -962654.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -962657.437500 Penalty: 4589.448730
	Iteration 65Q: 3 clusters Score -962657.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -962657.625000 Penalty: 4589.448730
	Iteration 66Q: 3 clusters Score -962657.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -962657.937500 Penalty: 4589.448730
	Iteration 67Q: 3 clusters Score -962657.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -962658.125000 Penalty: 4589.448730
	Iteration 68Q: 3 clusters Score -962658.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -962661.250000 Penalty: 4589.448730
	Iteration 69Q: 3 clusters Score -962661.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -962660.375000 Penalty: 4589.448730
	Iteration 70Q: 3 clusters Score -962660.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -962659.812500 Penalty: 4589.448730
	Iteration 71Q: 3 clusters Score -962659.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -962659.250000 Penalty: 4589.448730
	Iteration 72Q: 3 clusters Score -962659.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -962660.437500 Penalty: 4589.448730
	Iteration 73Q: 3 clusters Score -962660.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -962660.437500 Penalty: 4589.448730
	Iteration 74F: 3 clusters Score -962660.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Entering Unmasked Estep 
Score: -1560955.750000 Penalty: 2408.642090
	Iteration 0F: 2 clusters Score -1560956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1549197.375000 Penalty: 4817.284180
	Iteration 0F: 3 clusters Score -1549197 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1553316.750000 Penalty: 4817.284180
	Iteration 1F: 3 clusters Score -1553317 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1554142.125000 Penalty: 4817.284180
	Iteration 2F: 3 clusters Score -1554142 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1555099.375000 Penalty: 4817.284180
	Iteration 3F: 3 clusters Score -1555099 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1555987.125000 Penalty: 4817.284180
	Iteration 4F: 3 clusters Score -1555987 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1556698.625000 Penalty: 4817.284180
	Iteration 5F: 3 clusters Score -1556699 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1557230.000000 Penalty: 4817.284180
	Iteration 6F: 3 clusters Score -1557230 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1557624.625000 Penalty: 4817.284180
	Iteration 7Q: 3 clusters Score -1557625 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1557950.750000 Penalty: 4817.284180
	Iteration 8Q: 3 clusters Score -1557951 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1558197.500000 Penalty: 4817.284180
	Iteration 9Q: 3 clusters Score -1558198 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1558391.250000 Penalty: 4817.284180
	Iteration 10Q: 3 clusters Score -1558391 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1558568.625000 Penalty: 4817.284180
	Iteration 11Q: 3 clusters Score -1558569 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1558728.625000 Penalty: 4817.284180
	Iteration 12Q: 3 clusters Score -1558729 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1558865.625000 Penalty: 4817.284180
	Iteration 13Q: 3 clusters Score -1558866 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1558987.750000 Penalty: 4817.284180
	Iteration 14Q: 3 clusters Score -1558988 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1559111.375000 Penalty: 4817.284180
	Iteration 15Q: 3 clusters Score -1559111 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1559221.875000 Penalty: 4817.284180
	Iteration 16Q: 3 clusters Score -1559222 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1559330.750000 Penalty: 4817.284180
	Iteration 17Q: 3 clusters Score -1559331 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1559411.750000 Penalty: 4817.284180
	Iteration 18Q: 3 clusters Score -1559412 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1559487.875000 Penalty: 4817.284180
	Iteration 19Q: 3 clusters Score -1559488 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1559543.500000 Penalty: 4817.284180
	Iteration 20F: 3 clusters Score -1559544 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1559579.750000 Penalty: 4817.284180
	Iteration 21Q: 3 clusters Score -1559580 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1559607.375000 Penalty: 4817.284180
	Iteration 22Q: 3 clusters Score -1559607 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1559634.000000 Penalty: 4817.284180
	Iteration 23Q: 3 clusters Score -1559634 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1559659.000000 Penalty: 4817.284180
	Iteration 24Q: 3 clusters Score -1559659 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1559675.125000 Penalty: 4817.284180
	Iteration 25Q: 3 clusters Score -1559675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1559696.250000 Penalty: 4817.284180
	Iteration 26Q: 3 clusters Score -1559696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1559697.250000 Penalty: 4817.284180
	Iteration 27Q: 3 clusters Score -1559697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1559703.000000 Penalty: 4817.284180
	Iteration 28Q: 3 clusters Score -1559703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1559712.000000 Penalty: 4817.284180
	Iteration 29Q: 3 clusters Score -1559712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1559720.500000 Penalty: 4817.284180
	Iteration 30Q: 3 clusters Score -1559720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1559723.875000 Penalty: 4817.284180
	Iteration 31Q: 3 clusters Score -1559724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1559724.750000 Penalty: 4817.284180
	Iteration 32Q: 3 clusters Score -1559725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1559732.375000 Penalty: 4817.284180
	Iteration 33Q: 3 clusters Score -1559732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1559738.375000 Penalty: 4817.284180
	Iteration 34Q: 3 clusters Score -1559738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1559745.625000 Penalty: 4817.284180
	Iteration 35Q: 3 clusters Score -1559746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1559750.000000 Penalty: 4817.284180
	Iteration 36Q: 3 clusters Score -1559750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1559759.875000 Penalty: 4817.284180
	Iteration 37Q: 3 clusters Score -1559760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1559762.250000 Penalty: 4817.284180
	Iteration 38Q: 3 clusters Score -1559762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1559766.000000 Penalty: 4817.284180
	Iteration 39Q: 3 clusters Score -1559766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1559770.375000 Penalty: 4817.284180
	Iteration 40F: 3 clusters Score -1559770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1559772.625000 Penalty: 4817.284180
	Iteration 41Q: 3 clusters Score -1559773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1559775.250000 Penalty: 4817.284180
	Iteration 42Q: 3 clusters Score -1559775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1559776.250000 Penalty: 4817.284180
	Iteration 43Q: 3 clusters Score -1559776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1559775.000000 Penalty: 4817.284180
	Iteration 44Q: 3 clusters Score -1559775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1559778.000000 Penalty: 4817.284180
	Iteration 45Q: 3 clusters Score -1559778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1559784.000000 Penalty: 4817.284180
	Iteration 46Q: 3 clusters Score -1559784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1559783.000000 Penalty: 4817.284180
	Iteration 47Q: 3 clusters Score -1559783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1559783.375000 Penalty: 4817.284180
	Iteration 48Q: 3 clusters Score -1559783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1559785.625000 Penalty: 4817.284180
	Iteration 49Q: 3 clusters Score -1559786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1559787.000000 Penalty: 4817.284180
	Iteration 50Q: 3 clusters Score -1559787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1559784.375000 Penalty: 4817.284180
	Iteration 51Q: 3 clusters Score -1559784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1559787.750000 Penalty: 4817.284180
	Iteration 52Q: 3 clusters Score -1559788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1559788.375000 Penalty: 4817.284180
	Iteration 53Q: 3 clusters Score -1559788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1559787.625000 Penalty: 4817.284180
	Iteration 54Q: 3 clusters Score -1559788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1559787.875000 Penalty: 4817.284180
	Iteration 55Q: 3 clusters Score -1559788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1559785.375000 Penalty: 4817.284180
	Iteration 56Q: 3 clusters Score -1559785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1559790.875000 Penalty: 4817.284180
	Iteration 57Q: 3 clusters Score -1559791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1559790.875000 Penalty: 4817.284180
	Iteration 58F: 3 clusters Score -1559791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Entering Unmasked Estep 
Score: -527137.312500 Penalty: 2103.273926
	Iteration 0F: 2 clusters Score -527137.3 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 2421 members 
Entering Unmasked Estep 
Score: -522777.781250 Penalty: 4206.547852
	Iteration 0F: 3 clusters Score -522777.8 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -523817.187500 Penalty: 4206.547852
	Iteration 1F: 3 clusters Score -523817.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -524053.500000 Penalty: 4206.547852
	Iteration 2F: 3 clusters Score -524053.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -524245.031250 Penalty: 4206.547852
	Iteration 3F: 3 clusters Score -524245 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -524401.250000 Penalty: 4206.547852
	Iteration 4Q: 3 clusters Score -524401.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -524547.187500 Penalty: 4206.547852
	Iteration 5Q: 3 clusters Score -524547.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -524675.375000 Penalty: 4206.547852
	Iteration 6Q: 3 clusters Score -524675.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -524769.875000 Penalty: 4206.547852
	Iteration 7Q: 3 clusters Score -524769.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -524877.437500 Penalty: 4206.547852
	Iteration 8Q: 3 clusters Score -524877.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -524970.875000 Penalty: 4206.547852
	Iteration 9Q: 3 clusters Score -524970.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -525064.125000 Penalty: 4206.547852
	Iteration 10Q: 3 clusters Score -525064.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -525156.437500 Penalty: 4206.547852
	Iteration 11Q: 3 clusters Score -525156.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -525235.750000 Penalty: 4206.547852
	Iteration 12Q: 3 clusters Score -525235.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -525299.937500 Penalty: 4206.547852
	Iteration 13Q: 3 clusters Score -525299.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -525358.125000 Penalty: 4206.547852
	Iteration 14Q: 3 clusters Score -525358.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -525426.625000 Penalty: 4206.547852
	Iteration 15Q: 3 clusters Score -525426.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -525512.375000 Penalty: 4206.547852
	Iteration 16Q: 3 clusters Score -525512.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -525594.562500 Penalty: 4206.547852
	Iteration 17Q: 3 clusters Score -525594.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -525675.687500 Penalty: 4206.547852
	Iteration 18Q: 3 clusters Score -525675.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -525739.312500 Penalty: 4206.547852
	Iteration 19Q: 3 clusters Score -525739.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -525800.250000 Penalty: 4206.547852
	Iteration 20F: 3 clusters Score -525800.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -525849.375000 Penalty: 4206.547852
	Iteration 21Q: 3 clusters Score -525849.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -525904.062500 Penalty: 4206.547852
	Iteration 22Q: 3 clusters Score -525904.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -525955.687500 Penalty: 4206.547852
	Iteration 23Q: 3 clusters Score -525955.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -525991.375000 Penalty: 4206.547852
	Iteration 24Q: 3 clusters Score -525991.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -526031.750000 Penalty: 4206.547852
	Iteration 25Q: 3 clusters Score -526031.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -526072.375000 Penalty: 4206.547852
	Iteration 26Q: 3 clusters Score -526072.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -526094.062500 Penalty: 4206.547852
	Iteration 27Q: 3 clusters Score -526094.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -526105.375000 Penalty: 4206.547852
	Iteration 28Q: 3 clusters Score -526105.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -526112.500000 Penalty: 4206.547852
	Iteration 29Q: 3 clusters Score -526112.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -526115.437500 Penalty: 4206.547852
	Iteration 30Q: 3 clusters Score -526115.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -526115.687500 Penalty: 4206.547852
	Iteration 31Q: 3 clusters Score -526115.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -526115.375000 Penalty: 4206.547852
	Iteration 32Q: 3 clusters Score -526115.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -526117.812500 Penalty: 4206.547852
	Iteration 33Q: 3 clusters Score -526117.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -526117.812500 Penalty: 4206.547852
	Iteration 34F: 3 clusters Score -526117.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Entering Unmasked Estep 
Score: -92181.156250 Penalty: 1691.904907
	Iteration 0F: 2 clusters Score -92181.16 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 456 members 
Entering Unmasked Estep 
Score: -90347.812500 Penalty: 3383.809814
	Iteration 0F: 3 clusters Score -90347.81 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -90616.367188 Penalty: 3383.809814
	Iteration 1F: 3 clusters Score -90616.37 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -90689.882812 Penalty: 3383.809814
	Iteration 2F: 3 clusters Score -90689.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -90735.210938 Penalty: 3383.809814
	Iteration 3Q: 3 clusters Score -90735.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -90762.125000 Penalty: 3383.809814
	Iteration 4Q: 3 clusters Score -90762.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -90778.953125 Penalty: 3383.809814
	Iteration 5Q: 3 clusters Score -90778.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -90790.445312 Penalty: 3383.809814
	Iteration 6Q: 3 clusters Score -90790.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -90796.843750 Penalty: 3383.809814
	Iteration 7Q: 3 clusters Score -90796.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -90803.429688 Penalty: 3383.809814
	Iteration 8Q: 3 clusters Score -90803.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -90806.515625 Penalty: 3383.809814
	Iteration 9Q: 3 clusters Score -90806.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -90808.218750 Penalty: 3383.809814
	Iteration 10Q: 3 clusters Score -90808.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -90811.882812 Penalty: 3383.809814
	Iteration 11Q: 3 clusters Score -90811.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -90815.226562 Penalty: 3383.809814
	Iteration 12Q: 3 clusters Score -90815.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -90816.929688 Penalty: 3383.809814
	Iteration 13Q: 3 clusters Score -90816.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -90820.937500 Penalty: 3383.809814
	Iteration 14Q: 3 clusters Score -90820.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -90825.101562 Penalty: 3383.809814
	Iteration 15Q: 3 clusters Score -90825.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -90836.914062 Penalty: 3383.809814
	Iteration 16Q: 3 clusters Score -90836.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -90841.578125 Penalty: 3383.809814
	Iteration 17Q: 3 clusters Score -90841.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -90844.851562 Penalty: 3383.809814
	Iteration 18Q: 3 clusters Score -90844.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -90847.039062 Penalty: 3383.809814
	Iteration 19Q: 3 clusters Score -90847.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -90848.523438 Penalty: 3383.809814
	Iteration 20F: 3 clusters Score -90848.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -90850.179688 Penalty: 3383.809814
	Iteration 21Q: 3 clusters Score -90850.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -90850.179688 Penalty: 3383.809814
	Iteration 22F: 3 clusters Score -90850.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Entering Unmasked Estep 
Score: -3153414.250000 Penalty: 2546.039551
	Iteration 0F: 2 clusters Score -3153414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -3133661.750000 Penalty: 5092.079102
	Iteration 0F: 3 clusters Score -3133662 nChanged 12869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -3140817.000000 Penalty: 5092.079102
	Iteration 1F: 3 clusters Score -3140817 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -3141324.000000 Penalty: 5092.079102
	Iteration 2F: 3 clusters Score -3141324 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -3141946.500000 Penalty: 5092.079102
	Iteration 3Q: 3 clusters Score -3141946 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -3142743.250000 Penalty: 5092.079102
	Iteration 4F: 3 clusters Score -3142743 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -3143813.750000 Penalty: 5092.079102
	Iteration 5F: 3 clusters Score -3143814 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -3145096.000000 Penalty: 5092.079102
	Iteration 6F: 3 clusters Score -3145096 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -3146432.500000 Penalty: 5092.079102
	Iteration 7F: 3 clusters Score -3146432 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -3147682.000000 Penalty: 5092.079102
	Iteration 8F: 3 clusters Score -3147682 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -3148696.000000 Penalty: 5092.079102
	Iteration 9Q: 3 clusters Score -3148696 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -3149429.500000 Penalty: 5092.079102
	Iteration 10Q: 3 clusters Score -3149430 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3149929.500000 Penalty: 5092.079102
	Iteration 11Q: 3 clusters Score -3149930 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3150333.000000 Penalty: 5092.079102
	Iteration 12Q: 3 clusters Score -3150333 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3150600.000000 Penalty: 5092.079102
	Iteration 13Q: 3 clusters Score -3150600 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3150796.750000 Penalty: 5092.079102
	Iteration 14Q: 3 clusters Score -3150797 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3150896.000000 Penalty: 5092.079102
	Iteration 15Q: 3 clusters Score -3150896 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3150974.750000 Penalty: 5092.079102
	Iteration 16Q: 3 clusters Score -3150975 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3151047.500000 Penalty: 5092.079102
	Iteration 17Q: 3 clusters Score -3151048 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3151100.750000 Penalty: 5092.079102
	Iteration 18Q: 3 clusters Score -3151101 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3151142.750000 Penalty: 5092.079102
	Iteration 19Q: 3 clusters Score -3151143 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3151158.750000 Penalty: 5092.079102
	Iteration 20F: 3 clusters Score -3151159 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3151182.250000 Penalty: 5092.079102
	Iteration 21Q: 3 clusters Score -3151182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3151193.500000 Penalty: 5092.079102
	Iteration 22Q: 3 clusters Score -3151194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3151202.750000 Penalty: 5092.079102
	Iteration 23Q: 3 clusters Score -3151203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3151210.750000 Penalty: 5092.079102
	Iteration 24Q: 3 clusters Score -3151211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3151213.000000 Penalty: 5092.079102
	Iteration 25Q: 3 clusters Score -3151213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3151215.750000 Penalty: 5092.079102
	Iteration 26Q: 3 clusters Score -3151216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3151214.000000 Penalty: 5092.079102
	Iteration 27Q: 3 clusters Score -3151214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3151214.750000 Penalty: 5092.079102
	Iteration 28Q: 3 clusters Score -3151215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3151218.000000 Penalty: 5092.079102
	Iteration 29Q: 3 clusters Score -3151218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3151220.000000 Penalty: 5092.079102
	Iteration 30Q: 3 clusters Score -3151220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3151221.000000 Penalty: 5092.079102
	Iteration 31Q: 3 clusters Score -3151221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3151221.000000 Penalty: 5092.079102
	Iteration 32F: 3 clusters Score -3151221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Entering Unmasked Estep 
Score: -1106371.250000 Penalty: 2292.096436
	Iteration 0F: 2 clusters Score -1106371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1098562.875000 Penalty: 4584.192871
	Iteration 0F: 3 clusters Score -1098563 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1101022.750000 Penalty: 4584.192871
	Iteration 1F: 3 clusters Score -1101023 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1101455.250000 Penalty: 4584.192871
	Iteration 2F: 3 clusters Score -1101455 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1101814.250000 Penalty: 4584.192871
	Iteration 3F: 3 clusters Score -1101814 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1102233.000000 Penalty: 4584.192871
	Iteration 4F: 3 clusters Score -1102233 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1102814.375000 Penalty: 4584.192871
	Iteration 5F: 3 clusters Score -1102814 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1103452.500000 Penalty: 4584.192871
	Iteration 6F: 3 clusters Score -1103452 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1103969.750000 Penalty: 4584.192871
	Iteration 7F: 3 clusters Score -1103970 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1104375.125000 Penalty: 4584.192871
	Iteration 8F: 3 clusters Score -1104375 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1104672.625000 Penalty: 4584.192871
	Iteration 9Q: 3 clusters Score -1104673 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1104873.000000 Penalty: 4584.192871
	Iteration 10Q: 3 clusters Score -1104873 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1105042.000000 Penalty: 4584.192871
	Iteration 11Q: 3 clusters Score -1105042 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1105188.750000 Penalty: 4584.192871
	Iteration 12Q: 3 clusters Score -1105189 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1105328.750000 Penalty: 4584.192871
	Iteration 13Q: 3 clusters Score -1105329 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1105484.250000 Penalty: 4584.192871
	Iteration 14Q: 3 clusters Score -1105484 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1105610.125000 Penalty: 4584.192871
	Iteration 15Q: 3 clusters Score -1105610 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1105683.375000 Penalty: 4584.192871
	Iteration 16Q: 3 clusters Score -1105683 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1105723.000000 Penalty: 4584.192871
	Iteration 17Q: 3 clusters Score -1105723 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1105760.625000 Penalty: 4584.192871
	Iteration 18Q: 3 clusters Score -1105761 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1105800.250000 Penalty: 4584.192871
	Iteration 19Q: 3 clusters Score -1105800 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1105840.000000 Penalty: 4584.192871
	Iteration 20F: 3 clusters Score -1105840 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1105869.875000 Penalty: 4584.192871
	Iteration 21Q: 3 clusters Score -1105870 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1105907.375000 Penalty: 4584.192871
	Iteration 22Q: 3 clusters Score -1105907 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1105933.125000 Penalty: 4584.192871
	Iteration 23Q: 3 clusters Score -1105933 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1105965.500000 Penalty: 4584.192871
	Iteration 24Q: 3 clusters Score -1105966 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1105993.500000 Penalty: 4584.192871
	Iteration 25Q: 3 clusters Score -1105994 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1106026.500000 Penalty: 4584.192871
	Iteration 26Q: 3 clusters Score -1106026 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1106054.250000 Penalty: 4584.192871
	Iteration 27Q: 3 clusters Score -1106054 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1106082.875000 Penalty: 4584.192871
	Iteration 28Q: 3 clusters Score -1106083 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1106106.500000 Penalty: 4584.192871
	Iteration 29Q: 3 clusters Score -1106106 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1106124.750000 Penalty: 4584.192871
	Iteration 30Q: 3 clusters Score -1106125 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1106143.375000 Penalty: 4584.192871
	Iteration 31Q: 3 clusters Score -1106143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1106156.500000 Penalty: 4584.192871
	Iteration 32Q: 3 clusters Score -1106156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1106165.625000 Penalty: 4584.192871
	Iteration 33Q: 3 clusters Score -1106166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1106169.000000 Penalty: 4584.192871
	Iteration 34Q: 3 clusters Score -1106169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1106170.500000 Penalty: 4584.192871
	Iteration 35Q: 3 clusters Score -1106170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1106171.250000 Penalty: 4584.192871
	Iteration 36Q: 3 clusters Score -1106171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1106171.375000 Penalty: 4584.192871
	Iteration 37Q: 3 clusters Score -1106171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1106171.750000 Penalty: 4584.192871
	Iteration 38Q: 3 clusters Score -1106172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1106171.750000 Penalty: 4584.192871
	Iteration 39F: 3 clusters Score -1106172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Entering Unmasked Estep 
Score: -1551300.750000 Penalty: 2375.369873
	Iteration 0F: 2 clusters Score -1551301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1540860.750000 Penalty: 4750.739746
	Iteration 0F: 3 clusters Score -1540861 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1544243.125000 Penalty: 4750.739746
	Iteration 1F: 3 clusters Score -1544243 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1544671.625000 Penalty: 4750.739746
	Iteration 2F: 3 clusters Score -1544672 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1545083.750000 Penalty: 4750.739746
	Iteration 3F: 3 clusters Score -1545084 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1545529.375000 Penalty: 4750.739746
	Iteration 4F: 3 clusters Score -1545529 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1546059.500000 Penalty: 4750.739746
	Iteration 5F: 3 clusters Score -1546060 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1546685.375000 Penalty: 4750.739746
	Iteration 6F: 3 clusters Score -1546685 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1547395.000000 Penalty: 4750.739746
	Iteration 7F: 3 clusters Score -1547395 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1548044.000000 Penalty: 4750.739746
	Iteration 8F: 3 clusters Score -1548044 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1548625.250000 Penalty: 4750.739746
	Iteration 9Q: 3 clusters Score -1548625 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1549088.625000 Penalty: 4750.739746
	Iteration 10Q: 3 clusters Score -1549089 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1549428.750000 Penalty: 4750.739746
	Iteration 11Q: 3 clusters Score -1549429 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1549678.875000 Penalty: 4750.739746
	Iteration 12Q: 3 clusters Score -1549679 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1549832.125000 Penalty: 4750.739746
	Iteration 13Q: 3 clusters Score -1549832 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1549939.750000 Penalty: 4750.739746
	Iteration 14Q: 3 clusters Score -1549940 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1549989.000000 Penalty: 4750.739746
	Iteration 15Q: 3 clusters Score -1549989 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1550026.875000 Penalty: 4750.739746
	Iteration 16Q: 3 clusters Score -1550027 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1550051.250000 Penalty: 4750.739746
	Iteration 17Q: 3 clusters Score -1550051 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1550070.875000 Penalty: 4750.739746
	Iteration 18Q: 3 clusters Score -1550071 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1550086.500000 Penalty: 4750.739746
	Iteration 19Q: 3 clusters Score -1550086 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1550094.875000 Penalty: 4750.739746
	Iteration 20F: 3 clusters Score -1550095 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1550098.625000 Penalty: 4750.739746
	Iteration 21Q: 3 clusters Score -1550099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1550098.125000 Penalty: 4750.739746
	Iteration 22Q: 3 clusters Score -1550098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1550103.375000 Penalty: 4750.739746
	Iteration 23Q: 3 clusters Score -1550103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1550106.375000 Penalty: 4750.739746
	Iteration 24Q: 3 clusters Score -1550106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1550105.250000 Penalty: 4750.739746
	Iteration 25Q: 3 clusters Score -1550105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1550104.500000 Penalty: 4750.739746
	Iteration 26Q: 3 clusters Score -1550104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1550105.625000 Penalty: 4750.739746
	Iteration 27Q: 3 clusters Score -1550106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1550106.125000 Penalty: 4750.739746
	Iteration 28Q: 3 clusters Score -1550106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1550103.875000 Penalty: 4750.739746
	Iteration 29Q: 3 clusters Score -1550104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1550103.875000 Penalty: 4750.739746
	Iteration 30F: 3 clusters Score -1550104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Entering Unmasked Estep 
Score: -1004336.375000 Penalty: 2286.681152
	Iteration 0F: 2 clusters Score -1004336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -996616.000000 Penalty: 4573.362305
	Iteration 0F: 3 clusters Score -996616 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -998936.187500 Penalty: 4573.362305
	Iteration 1F: 3 clusters Score -998936.2 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -999290.625000 Penalty: 4573.362305
	Iteration 2F: 3 clusters Score -999290.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -999553.875000 Penalty: 4573.362305
	Iteration 3F: 3 clusters Score -999553.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -999753.500000 Penalty: 4573.362305
	Iteration 4Q: 3 clusters Score -999753.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -999956.250000 Penalty: 4573.362305
	Iteration 5Q: 3 clusters Score -999956.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1000210.687500 Penalty: 4573.362305
	Iteration 6Q: 3 clusters Score -1000211 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1000479.250000 Penalty: 4573.362305
	Iteration 7Q: 3 clusters Score -1000479 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1000725.562500 Penalty: 4573.362305
	Iteration 8Q: 3 clusters Score -1000726 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1000956.500000 Penalty: 4573.362305
	Iteration 9Q: 3 clusters Score -1000956 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1001127.687500 Penalty: 4573.362305
	Iteration 10Q: 3 clusters Score -1001128 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1001258.125000 Penalty: 4573.362305
	Iteration 11Q: 3 clusters Score -1001258 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1001405.687500 Penalty: 4573.362305
	Iteration 12Q: 3 clusters Score -1001406 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1001567.187500 Penalty: 4573.362305
	Iteration 13Q: 3 clusters Score -1001567 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1001717.875000 Penalty: 4573.362305
	Iteration 14Q: 3 clusters Score -1001718 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1001841.250000 Penalty: 4573.362305
	Iteration 15Q: 3 clusters Score -1001841 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1001968.687500 Penalty: 4573.362305
	Iteration 16Q: 3 clusters Score -1001969 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1002091.562500 Penalty: 4573.362305
	Iteration 17Q: 3 clusters Score -1002092 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1002189.375000 Penalty: 4573.362305
	Iteration 18Q: 3 clusters Score -1002189 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1002277.187500 Penalty: 4573.362305
	Iteration 19Q: 3 clusters Score -1002277 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1002347.812500 Penalty: 4573.362305
	Iteration 20F: 3 clusters Score -1002348 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1002408.562500 Penalty: 4573.362305
	Iteration 21Q: 3 clusters Score -1002409 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1002459.312500 Penalty: 4573.362305
	Iteration 22Q: 3 clusters Score -1002459 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1002490.250000 Penalty: 4573.362305
	Iteration 23Q: 3 clusters Score -1002490 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1002517.625000 Penalty: 4573.362305
	Iteration 24Q: 3 clusters Score -1002518 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1002548.625000 Penalty: 4573.362305
	Iteration 25Q: 3 clusters Score -1002549 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1002580.437500 Penalty: 4573.362305
	Iteration 26Q: 3 clusters Score -1002580 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1002614.937500 Penalty: 4573.362305
	Iteration 27Q: 3 clusters Score -1002615 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1002641.375000 Penalty: 4573.362305
	Iteration 28Q: 3 clusters Score -1002641 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1002665.812500 Penalty: 4573.362305
	Iteration 29Q: 3 clusters Score -1002666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1002689.125000 Penalty: 4573.362305
	Iteration 30Q: 3 clusters Score -1002689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1002700.687500 Penalty: 4573.362305
	Iteration 31Q: 3 clusters Score -1002701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1002710.125000 Penalty: 4573.362305
	Iteration 32Q: 3 clusters Score -1002710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1002715.187500 Penalty: 4573.362305
	Iteration 33Q: 3 clusters Score -1002715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1002718.062500 Penalty: 4573.362305
	Iteration 34Q: 3 clusters Score -1002718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1002723.750000 Penalty: 4573.362305
	Iteration 35Q: 3 clusters Score -1002724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1002727.875000 Penalty: 4573.362305
	Iteration 36Q: 3 clusters Score -1002728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1002731.125000 Penalty: 4573.362305
	Iteration 37Q: 3 clusters Score -1002731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1002733.625000 Penalty: 4573.362305
	Iteration 38Q: 3 clusters Score -1002734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1002732.437500 Penalty: 4573.362305
	Iteration 39Q: 3 clusters Score -1002732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1002734.250000 Penalty: 4573.362305
	Iteration 40F: 3 clusters Score -1002734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1002735.125000 Penalty: 4573.362305
	Iteration 41Q: 3 clusters Score -1002735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1002739.250000 Penalty: 4573.362305
	Iteration 42Q: 3 clusters Score -1002739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1002740.062500 Penalty: 4573.362305
	Iteration 43Q: 3 clusters Score -1002740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1002745.250000 Penalty: 4573.362305
	Iteration 44Q: 3 clusters Score -1002745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1002749.000000 Penalty: 4573.362305
	Iteration 45Q: 3 clusters Score -1002749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1002753.500000 Penalty: 4573.362305
	Iteration 46Q: 3 clusters Score -1002754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1002754.000000 Penalty: 4573.362305
	Iteration 47Q: 3 clusters Score -1002754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1002755.625000 Penalty: 4573.362305
	Iteration 48Q: 3 clusters Score -1002756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1002755.625000 Penalty: 4573.362305
	Iteration 49F: 3 clusters Score -1002756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Entering Unmasked Estep 
Score: -2279830.250000 Penalty: 2525.546143
	Iteration 0F: 2 clusters Score -2279830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2261616.750000 Penalty: 5051.092285
	Iteration 0F: 3 clusters Score -2261617 nChanged 11816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2268397.250000 Penalty: 5051.092285
	Iteration 1F: 3 clusters Score -2268397 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2269282.500000 Penalty: 5051.092285
	Iteration 2F: 3 clusters Score -2269282 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -2270232.000000 Penalty: 5051.092285
	Iteration 3F: 3 clusters Score -2270232 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2271181.750000 Penalty: 5051.092285
	Iteration 4F: 3 clusters Score -2271182 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2272145.750000 Penalty: 5051.092285
	Iteration 5F: 3 clusters Score -2272146 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2273088.000000 Penalty: 5051.092285
	Iteration 6F: 3 clusters Score -2273088 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2274032.250000 Penalty: 5051.092285
	Iteration 7Q: 3 clusters Score -2274032 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -2274913.250000 Penalty: 5051.092285
	Iteration 8Q: 3 clusters Score -2274913 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -2275647.500000 Penalty: 5051.092285
	Iteration 9Q: 3 clusters Score -2275648 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2276172.750000 Penalty: 5051.092285
	Iteration 10Q: 3 clusters Score -2276173 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -2276550.000000 Penalty: 5051.092285
	Iteration 11Q: 3 clusters Score -2276550 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -2276825.500000 Penalty: 5051.092285
	Iteration 12Q: 3 clusters Score -2276826 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -2277031.750000 Penalty: 5051.092285
	Iteration 13Q: 3 clusters Score -2277032 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -2277191.000000 Penalty: 5051.092285
	Iteration 14Q: 3 clusters Score -2277191 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -2277353.750000 Penalty: 5051.092285
	Iteration 15Q: 3 clusters Score -2277354 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -2277491.500000 Penalty: 5051.092285
	Iteration 16Q: 3 clusters Score -2277492 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -2277602.250000 Penalty: 5051.092285
	Iteration 17Q: 3 clusters Score -2277602 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -2277710.500000 Penalty: 5051.092285
	Iteration 18Q: 3 clusters Score -2277710 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -2277808.500000 Penalty: 5051.092285
	Iteration 19Q: 3 clusters Score -2277808 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -2277887.750000 Penalty: 5051.092285
	Iteration 20F: 3 clusters Score -2277888 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -2277955.000000 Penalty: 5051.092285
	Iteration 21Q: 3 clusters Score -2277955 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -2278012.750000 Penalty: 5051.092285
	Iteration 22Q: 3 clusters Score -2278013 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -2278044.500000 Penalty: 5051.092285
	Iteration 23Q: 3 clusters Score -2278044 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -2278075.000000 Penalty: 5051.092285
	Iteration 24Q: 3 clusters Score -2278075 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -2278096.250000 Penalty: 5051.092285
	Iteration 25Q: 3 clusters Score -2278096 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -2278111.500000 Penalty: 5051.092285
	Iteration 26Q: 3 clusters Score -2278112 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -2278123.250000 Penalty: 5051.092285
	Iteration 27Q: 3 clusters Score -2278123 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -2278139.750000 Penalty: 5051.092285
	Iteration 28Q: 3 clusters Score -2278140 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -2278156.250000 Penalty: 5051.092285
	Iteration 29Q: 3 clusters Score -2278156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -2278164.750000 Penalty: 5051.092285
	Iteration 30Q: 3 clusters Score -2278165 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -2278176.750000 Penalty: 5051.092285
	Iteration 31Q: 3 clusters Score -2278177 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -2278182.250000 Penalty: 5051.092285
	Iteration 32Q: 3 clusters Score -2278182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -2278193.250000 Penalty: 5051.092285
	Iteration 33Q: 3 clusters Score -2278193 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -2278203.750000 Penalty: 5051.092285
	Iteration 34Q: 3 clusters Score -2278204 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -2278214.500000 Penalty: 5051.092285
	Iteration 35Q: 3 clusters Score -2278214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -2278217.000000 Penalty: 5051.092285
	Iteration 36Q: 3 clusters Score -2278217 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -2278227.750000 Penalty: 5051.092285
	Iteration 37Q: 3 clusters Score -2278228 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -2278249.000000 Penalty: 5051.092285
	Iteration 38Q: 3 clusters Score -2278249 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -2278259.750000 Penalty: 5051.092285
	Iteration 39Q: 3 clusters Score -2278260 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -2278274.000000 Penalty: 5051.092285
	Iteration 40F: 3 clusters Score -2278274 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -2278293.500000 Penalty: 5051.092285
	Iteration 41Q: 3 clusters Score -2278294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -2278302.500000 Penalty: 5051.092285
	Iteration 42Q: 3 clusters Score -2278302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -2278314.000000 Penalty: 5051.092285
	Iteration 43Q: 3 clusters Score -2278314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -2278321.500000 Penalty: 5051.092285
	Iteration 44Q: 3 clusters Score -2278322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -2278329.000000 Penalty: 5051.092285
	Iteration 45Q: 3 clusters Score -2278329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -2278333.500000 Penalty: 5051.092285
	Iteration 46Q: 3 clusters Score -2278334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -2278339.000000 Penalty: 5051.092285
	Iteration 47Q: 3 clusters Score -2278339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -2278339.500000 Penalty: 5051.092285
	Iteration 48Q: 3 clusters Score -2278340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -2278343.750000 Penalty: 5051.092285
	Iteration 49Q: 3 clusters Score -2278344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -2278352.000000 Penalty: 5051.092285
	Iteration 50Q: 3 clusters Score -2278352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -2278356.250000 Penalty: 5051.092285
	Iteration 51Q: 3 clusters Score -2278356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -2278362.750000 Penalty: 5051.092285
	Iteration 52Q: 3 clusters Score -2278363 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -2278363.750000 Penalty: 5051.092285
	Iteration 53Q: 3 clusters Score -2278364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -2278368.750000 Penalty: 5051.092285
	Iteration 54Q: 3 clusters Score -2278369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -2278375.250000 Penalty: 5051.092285
	Iteration 55Q: 3 clusters Score -2278375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -2278378.000000 Penalty: 5051.092285
	Iteration 56Q: 3 clusters Score -2278378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -2278383.250000 Penalty: 5051.092285
	Iteration 57Q: 3 clusters Score -2278383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -2278391.000000 Penalty: 5051.092285
	Iteration 58Q: 3 clusters Score -2278391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -2278392.750000 Penalty: 5051.092285
	Iteration 59Q: 3 clusters Score -2278393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -2278396.750000 Penalty: 5051.092285
	Iteration 60F: 3 clusters Score -2278397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -2278395.250000 Penalty: 5051.092285
	Iteration 61Q: 3 clusters Score -2278395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -2278399.000000 Penalty: 5051.092285
	Iteration 62Q: 3 clusters Score -2278399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -2278396.000000 Penalty: 5051.092285
	Iteration 63Q: 3 clusters Score -2278396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -2278398.000000 Penalty: 5051.092285
	Iteration 64Q: 3 clusters Score -2278398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -2278402.250000 Penalty: 5051.092285
	Iteration 65Q: 3 clusters Score -2278402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -2278404.250000 Penalty: 5051.092285
	Iteration 66Q: 3 clusters Score -2278404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -2278406.250000 Penalty: 5051.092285
	Iteration 67Q: 3 clusters Score -2278406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -2278408.500000 Penalty: 5051.092285
	Iteration 68Q: 3 clusters Score -2278408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -2278408.000000 Penalty: 5051.092285
	Iteration 69Q: 3 clusters Score -2278408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -2278409.500000 Penalty: 5051.092285
	Iteration 70Q: 3 clusters Score -2278410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -2278415.750000 Penalty: 5051.092285
	Iteration 71Q: 3 clusters Score -2278416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -2278414.750000 Penalty: 5051.092285
	Iteration 72Q: 3 clusters Score -2278415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -2278421.500000 Penalty: 5051.092285
	Iteration 73Q: 3 clusters Score -2278422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -2278423.250000 Penalty: 5051.092285
	Iteration 74Q: 3 clusters Score -2278423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -2278428.500000 Penalty: 5051.092285
	Iteration 75Q: 3 clusters Score -2278428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -2278431.000000 Penalty: 5051.092285
	Iteration 76Q: 3 clusters Score -2278431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -2278435.750000 Penalty: 5051.092285
	Iteration 77Q: 3 clusters Score -2278436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -2278438.000000 Penalty: 5051.092285
	Iteration 78Q: 3 clusters Score -2278438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -2278440.500000 Penalty: 5051.092285
	Iteration 79Q: 3 clusters Score -2278440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -2278439.500000 Penalty: 5051.092285
	Iteration 80F: 3 clusters Score -2278440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -2278446.750000 Penalty: 5051.092285
	Iteration 81Q: 3 clusters Score -2278447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -2278451.000000 Penalty: 5051.092285
	Iteration 82Q: 3 clusters Score -2278451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -2278451.000000 Penalty: 5051.092285
	Iteration 83Q: 3 clusters Score -2278451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -2278454.250000 Penalty: 5051.092285
	Iteration 84Q: 3 clusters Score -2278454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -2278453.250000 Penalty: 5051.092285
	Iteration 85Q: 3 clusters Score -2278453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -2278455.750000 Penalty: 5051.092285
	Iteration 86Q: 3 clusters Score -2278456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -2278458.000000 Penalty: 5051.092285
	Iteration 87Q: 3 clusters Score -2278458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -2278459.250000 Penalty: 5051.092285
	Iteration 88Q: 3 clusters Score -2278459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -2278459.250000 Penalty: 5051.092285
	Iteration 89Q: 3 clusters Score -2278459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -2278457.750000 Penalty: 5051.092285
	Iteration 90Q: 3 clusters Score -2278458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -2278458.500000 Penalty: 5051.092285
	Iteration 91Q: 3 clusters Score -2278458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -2278458.750000 Penalty: 5051.092285
	Iteration 92Q: 3 clusters Score -2278459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -2278458.750000 Penalty: 5051.092285
	Iteration 93Q: 3 clusters Score -2278459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -2278458.750000 Penalty: 5051.092285
	Iteration 94F: 3 clusters Score -2278459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Entering Unmasked Estep 
Score: -1006654.375000 Penalty: 2343.772461
	Iteration 0F: 2 clusters Score -1006654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -997354.312500 Penalty: 4687.544922
	Iteration 0F: 3 clusters Score -997354.3 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1000702.812500 Penalty: 4687.544922
	Iteration 1F: 3 clusters Score -1000703 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1001477.125000 Penalty: 4687.544922
	Iteration 2F: 3 clusters Score -1001477 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1002198.187500 Penalty: 4687.544922
	Iteration 3F: 3 clusters Score -1002198 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1002886.375000 Penalty: 4687.544922
	Iteration 4F: 3 clusters Score -1002886 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1003502.500000 Penalty: 4687.544922
	Iteration 5F: 3 clusters Score -1003502 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1004018.687500 Penalty: 4687.544922
	Iteration 6F: 3 clusters Score -1004019 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1004410.312500 Penalty: 4687.544922
	Iteration 7Q: 3 clusters Score -1004410 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1004663.875000 Penalty: 4687.544922
	Iteration 8Q: 3 clusters Score -1004664 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1004852.312500 Penalty: 4687.544922
	Iteration 9Q: 3 clusters Score -1004852 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1004969.687500 Penalty: 4687.544922
	Iteration 10Q: 3 clusters Score -1004970 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1005055.687500 Penalty: 4687.544922
	Iteration 11Q: 3 clusters Score -1005056 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1005102.812500 Penalty: 4687.544922
	Iteration 12Q: 3 clusters Score -1005103 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1005148.125000 Penalty: 4687.544922
	Iteration 13Q: 3 clusters Score -1005148 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1005188.437500 Penalty: 4687.544922
	Iteration 14Q: 3 clusters Score -1005188 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1005221.500000 Penalty: 4687.544922
	Iteration 15Q: 3 clusters Score -1005222 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1005243.187500 Penalty: 4687.544922
	Iteration 16Q: 3 clusters Score -1005243 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1005262.500000 Penalty: 4687.544922
	Iteration 17Q: 3 clusters Score -1005262 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1005281.250000 Penalty: 4687.544922
	Iteration 18Q: 3 clusters Score -1005281 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1005291.937500 Penalty: 4687.544922
	Iteration 19Q: 3 clusters Score -1005292 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1005302.312500 Penalty: 4687.544922
	Iteration 20F: 3 clusters Score -1005302 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1005309.562500 Penalty: 4687.544922
	Iteration 21Q: 3 clusters Score -1005310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1005318.625000 Penalty: 4687.544922
	Iteration 22Q: 3 clusters Score -1005319 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1005324.312500 Penalty: 4687.544922
	Iteration 23Q: 3 clusters Score -1005324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1005325.500000 Penalty: 4687.544922
	Iteration 24Q: 3 clusters Score -1005326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1005329.187500 Penalty: 4687.544922
	Iteration 25Q: 3 clusters Score -1005329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1005333.437500 Penalty: 4687.544922
	Iteration 26Q: 3 clusters Score -1005333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1005334.500000 Penalty: 4687.544922
	Iteration 27Q: 3 clusters Score -1005334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1005335.375000 Penalty: 4687.544922
	Iteration 28Q: 3 clusters Score -1005335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1005337.125000 Penalty: 4687.544922
	Iteration 29Q: 3 clusters Score -1005337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1005338.312500 Penalty: 4687.544922
	Iteration 30Q: 3 clusters Score -1005338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1005338.125000 Penalty: 4687.544922
	Iteration 31Q: 3 clusters Score -1005338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1005339.062500 Penalty: 4687.544922
	Iteration 32Q: 3 clusters Score -1005339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1005339.062500 Penalty: 4687.544922
	Iteration 33F: 3 clusters Score -1005339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -31366.855469 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -31366.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30050.859375 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -30050.86 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30250.373047 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -30250.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30411.855469 Penalty: 2912.570557
	Iteration 2F: 3 clusters Score -30411.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -30505.865234 Penalty: 2912.570557
	Iteration 3Q: 3 clusters Score -30505.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30539.205078 Penalty: 2912.570557
	Iteration 4Q: 3 clusters Score -30539.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30571.714844 Penalty: 2912.570557
	Iteration 5Q: 3 clusters Score -30571.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30591.462891 Penalty: 2912.570557
	Iteration 6Q: 3 clusters Score -30591.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -30605.041016 Penalty: 2912.570557
	Iteration 7Q: 3 clusters Score -30605.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30612.152344 Penalty: 2912.570557
	Iteration 8Q: 3 clusters Score -30612.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30634.382812 Penalty: 2912.570557
	Iteration 9Q: 3 clusters Score -30634.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30643.582031 Penalty: 2912.570557
	Iteration 10Q: 3 clusters Score -30643.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30643.582031 Penalty: 2912.570557
	Iteration 11F: 3 clusters Score -30643.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -46276.632812 Penalty: 1558.002075
	Iteration 0F: 2 clusters Score -46276.63 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 258 members 
Entering Unmasked Estep 
Score: -44836.753906 Penalty: 3116.004150
	Iteration 0F: 3 clusters Score -44836.75 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45167.382812 Penalty: 3116.004150
	Iteration 1F: 3 clusters Score -45167.38 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -45323.253906 Penalty: 3116.004150
	Iteration 2F: 3 clusters Score -45323.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -45427.820312 Penalty: 3116.004150
	Iteration 3Q: 3 clusters Score -45427.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -45528.144531 Penalty: 3116.004150
	Iteration 4Q: 3 clusters Score -45528.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -45609.558594 Penalty: 3116.004150
	Iteration 5Q: 3 clusters Score -45609.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -45663.089844 Penalty: 3116.004150
	Iteration 6Q: 3 clusters Score -45663.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -45687.152344 Penalty: 3116.004150
	Iteration 7Q: 3 clusters Score -45687.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -45710.167969 Penalty: 3116.004150
	Iteration 8Q: 3 clusters Score -45710.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -45726.656250 Penalty: 3116.004150
	Iteration 9Q: 3 clusters Score -45726.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -45733.980469 Penalty: 3116.004150
	Iteration 10Q: 3 clusters Score -45733.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -45761.042969 Penalty: 3116.004150
	Iteration 11Q: 3 clusters Score -45761.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -45784.921875 Penalty: 3116.004150
	Iteration 12Q: 3 clusters Score -45784.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -45814.257812 Penalty: 3116.004150
	Iteration 13Q: 3 clusters Score -45814.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -45848.304688 Penalty: 3116.004150
	Iteration 14Q: 3 clusters Score -45848.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -45871.421875 Penalty: 3116.004150
	Iteration 15Q: 3 clusters Score -45871.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -45876.507812 Penalty: 3116.004150
	Iteration 16Q: 3 clusters Score -45876.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -45885.750000 Penalty: 3116.004150
	Iteration 17F: 3 clusters Score -45885.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -45902.484375 Penalty: 3116.004150
	Iteration 18Q: 3 clusters Score -45902.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -45909.464844 Penalty: 3116.004150
	Iteration 19Q: 3 clusters Score -45909.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -45913.078125 Penalty: 3116.004150
	Iteration 20F: 3 clusters Score -45913.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -45919.832031 Penalty: 3116.004150
	Iteration 21Q: 3 clusters Score -45919.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -45934.378906 Penalty: 3116.004150
	Iteration 22Q: 3 clusters Score -45934.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -45945.074219 Penalty: 3116.004150
	Iteration 23Q: 3 clusters Score -45945.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -45955.375000 Penalty: 3116.004150
	Iteration 24Q: 3 clusters Score -45955.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -45962.902344 Penalty: 3116.004150
	Iteration 25Q: 3 clusters Score -45962.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -45986.910156 Penalty: 3116.004150
	Iteration 26Q: 3 clusters Score -45986.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -46001.515625 Penalty: 3116.004150
	Iteration 27Q: 3 clusters Score -46001.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46033.066406 Penalty: 3116.004150
	Iteration 28Q: 3 clusters Score -46033.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -46097.781250 Penalty: 3116.004150
	Iteration 29Q: 3 clusters Score -46097.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46120.078125 Penalty: 3116.004150
	Iteration 30Q: 3 clusters Score -46120.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46126.718750 Penalty: 3116.004150
	Iteration 31Q: 3 clusters Score -46126.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -46129.058594 Penalty: 3116.004150
	Iteration 32Q: 3 clusters Score -46129.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -46129.058594 Penalty: 3116.004150
	Iteration 33F: 3 clusters Score -46129.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Entering Unmasked Estep 
Score: -1023267.500000 Penalty: 2273.419678
	Iteration 0F: 2 clusters Score -1023268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1015894.062500 Penalty: 4546.839355
	Iteration 0F: 3 clusters Score -1015894 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1017905.062500 Penalty: 4546.839355
	Iteration 1F: 3 clusters Score -1017905 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1018161.625000 Penalty: 4546.839355
	Iteration 2F: 3 clusters Score -1018162 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1018346.187500 Penalty: 4546.839355
	Iteration 3Q: 3 clusters Score -1018346 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1018498.437500 Penalty: 4546.839355
	Iteration 4Q: 3 clusters Score -1018498 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1018632.500000 Penalty: 4546.839355
	Iteration 5Q: 3 clusters Score -1018632 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1018773.625000 Penalty: 4546.839355
	Iteration 6Q: 3 clusters Score -1018774 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1018909.562500 Penalty: 4546.839355
	Iteration 7Q: 3 clusters Score -1018910 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1019068.750000 Penalty: 4546.839355
	Iteration 8Q: 3 clusters Score -1019069 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1019231.625000 Penalty: 4546.839355
	Iteration 9Q: 3 clusters Score -1019232 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1019397.812500 Penalty: 4546.839355
	Iteration 10Q: 3 clusters Score -1019398 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1019570.875000 Penalty: 4546.839355
	Iteration 11Q: 3 clusters Score -1019571 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1019741.000000 Penalty: 4546.839355
	Iteration 12Q: 3 clusters Score -1019741 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1019897.062500 Penalty: 4546.839355
	Iteration 13Q: 3 clusters Score -1019897 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1020049.375000 Penalty: 4546.839355
	Iteration 14Q: 3 clusters Score -1020049 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1020166.187500 Penalty: 4546.839355
	Iteration 15Q: 3 clusters Score -1020166 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1020265.562500 Penalty: 4546.839355
	Iteration 16Q: 3 clusters Score -1020266 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1020354.625000 Penalty: 4546.839355
	Iteration 17Q: 3 clusters Score -1020355 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1020421.812500 Penalty: 4546.839355
	Iteration 18Q: 3 clusters Score -1020422 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1020479.437500 Penalty: 4546.839355
	Iteration 19Q: 3 clusters Score -1020479 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1020538.687500 Penalty: 4546.839355
	Iteration 20F: 3 clusters Score -1020539 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1020607.687500 Penalty: 4546.839355
	Iteration 21Q: 3 clusters Score -1020608 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1020674.312500 Penalty: 4546.839355
	Iteration 22Q: 3 clusters Score -1020674 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1020729.375000 Penalty: 4546.839355
	Iteration 23Q: 3 clusters Score -1020729 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1020792.375000 Penalty: 4546.839355
	Iteration 24Q: 3 clusters Score -1020792 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1020853.750000 Penalty: 4546.839355
	Iteration 25Q: 3 clusters Score -1020854 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1020918.812500 Penalty: 4546.839355
	Iteration 26Q: 3 clusters Score -1020919 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1020978.187500 Penalty: 4546.839355
	Iteration 27Q: 3 clusters Score -1020978 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1021032.187500 Penalty: 4546.839355
	Iteration 28Q: 3 clusters Score -1021032 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1021086.875000 Penalty: 4546.839355
	Iteration 29Q: 3 clusters Score -1021087 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1021125.312500 Penalty: 4546.839355
	Iteration 30Q: 3 clusters Score -1021125 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1021164.625000 Penalty: 4546.839355
	Iteration 31Q: 3 clusters Score -1021165 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1021195.562500 Penalty: 4546.839355
	Iteration 32Q: 3 clusters Score -1021196 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1021221.437500 Penalty: 4546.839355
	Iteration 33Q: 3 clusters Score -1021221 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1021244.625000 Penalty: 4546.839355
	Iteration 34Q: 3 clusters Score -1021245 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1021265.937500 Penalty: 4546.839355
	Iteration 35Q: 3 clusters Score -1021266 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1021281.687500 Penalty: 4546.839355
	Iteration 36Q: 3 clusters Score -1021282 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1021295.500000 Penalty: 4546.839355
	Iteration 37Q: 3 clusters Score -1021296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1021308.687500 Penalty: 4546.839355
	Iteration 38Q: 3 clusters Score -1021309 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1021318.312500 Penalty: 4546.839355
	Iteration 39Q: 3 clusters Score -1021318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1021327.562500 Penalty: 4546.839355
	Iteration 40F: 3 clusters Score -1021328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1021337.062500 Penalty: 4546.839355
	Iteration 41Q: 3 clusters Score -1021337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1021343.875000 Penalty: 4546.839355
	Iteration 42Q: 3 clusters Score -1021344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1021350.437500 Penalty: 4546.839355
	Iteration 43Q: 3 clusters Score -1021350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1021358.625000 Penalty: 4546.839355
	Iteration 44Q: 3 clusters Score -1021359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1021367.937500 Penalty: 4546.839355
	Iteration 45Q: 3 clusters Score -1021368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1021379.750000 Penalty: 4546.839355
	Iteration 46Q: 3 clusters Score -1021380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1021388.187500 Penalty: 4546.839355
	Iteration 47Q: 3 clusters Score -1021388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1021397.375000 Penalty: 4546.839355
	Iteration 48Q: 3 clusters Score -1021397 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1021407.687500 Penalty: 4546.839355
	Iteration 49Q: 3 clusters Score -1021408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1021413.875000 Penalty: 4546.839355
	Iteration 50Q: 3 clusters Score -1021414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1021423.437500 Penalty: 4546.839355
	Iteration 51Q: 3 clusters Score -1021423 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1021430.500000 Penalty: 4546.839355
	Iteration 52Q: 3 clusters Score -1021430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1021436.312500 Penalty: 4546.839355
	Iteration 53Q: 3 clusters Score -1021436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1021444.312500 Penalty: 4546.839355
	Iteration 54Q: 3 clusters Score -1021444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1021452.125000 Penalty: 4546.839355
	Iteration 55Q: 3 clusters Score -1021452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1021454.812500 Penalty: 4546.839355
	Iteration 56Q: 3 clusters Score -1021455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1021457.687500 Penalty: 4546.839355
	Iteration 57Q: 3 clusters Score -1021458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1021461.125000 Penalty: 4546.839355
	Iteration 58Q: 3 clusters Score -1021461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1021463.062500 Penalty: 4546.839355
	Iteration 59Q: 3 clusters Score -1021463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1021463.125000 Penalty: 4546.839355
	Iteration 60F: 3 clusters Score -1021463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1021465.937500 Penalty: 4546.839355
	Iteration 61Q: 3 clusters Score -1021466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1021468.687500 Penalty: 4546.839355
	Iteration 62Q: 3 clusters Score -1021469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1021470.687500 Penalty: 4546.839355
	Iteration 63Q: 3 clusters Score -1021471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1021471.125000 Penalty: 4546.839355
	Iteration 64Q: 3 clusters Score -1021471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1021473.000000 Penalty: 4546.839355
	Iteration 65Q: 3 clusters Score -1021473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1021474.062500 Penalty: 4546.839355
	Iteration 66Q: 3 clusters Score -1021474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1021476.062500 Penalty: 4546.839355
	Iteration 67Q: 3 clusters Score -1021476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1021476.875000 Penalty: 4546.839355
	Iteration 68Q: 3 clusters Score -1021477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1021478.000000 Penalty: 4546.839355
	Iteration 69Q: 3 clusters Score -1021478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1021478.562500 Penalty: 4546.839355
	Iteration 70Q: 3 clusters Score -1021479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1021479.687500 Penalty: 4546.839355
	Iteration 71Q: 3 clusters Score -1021480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1021479.875000 Penalty: 4546.839355
	Iteration 72Q: 3 clusters Score -1021480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1021479.875000 Penalty: 4546.839355
	Iteration 73F: 3 clusters Score -1021480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Entering Unmasked Estep 
Score: -1547693.250000 Penalty: 2368.740723
	Iteration 0F: 2 clusters Score -1547693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1537428.625000 Penalty: 4737.481445
	Iteration 0F: 3 clusters Score -1537429 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1540842.000000 Penalty: 4737.481445
	Iteration 1F: 3 clusters Score -1540842 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1541280.750000 Penalty: 4737.481445
	Iteration 2F: 3 clusters Score -1541281 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1541696.750000 Penalty: 4737.481445
	Iteration 3F: 3 clusters Score -1541697 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1542133.000000 Penalty: 4737.481445
	Iteration 4F: 3 clusters Score -1542133 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1542611.375000 Penalty: 4737.481445
	Iteration 5F: 3 clusters Score -1542611 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1543083.500000 Penalty: 4737.481445
	Iteration 6F: 3 clusters Score -1543084 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1543477.125000 Penalty: 4737.481445
	Iteration 7F: 3 clusters Score -1543477 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1543776.250000 Penalty: 4737.481445
	Iteration 8Q: 3 clusters Score -1543776 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1544030.875000 Penalty: 4737.481445
	Iteration 9Q: 3 clusters Score -1544031 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1544223.625000 Penalty: 4737.481445
	Iteration 10Q: 3 clusters Score -1544224 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1544379.625000 Penalty: 4737.481445
	Iteration 11Q: 3 clusters Score -1544380 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1544524.750000 Penalty: 4737.481445
	Iteration 12Q: 3 clusters Score -1544525 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1544663.750000 Penalty: 4737.481445
	Iteration 13Q: 3 clusters Score -1544664 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1544800.500000 Penalty: 4737.481445
	Iteration 14Q: 3 clusters Score -1544800 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1544948.250000 Penalty: 4737.481445
	Iteration 15Q: 3 clusters Score -1544948 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1545083.250000 Penalty: 4737.481445
	Iteration 16Q: 3 clusters Score -1545083 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1545193.500000 Penalty: 4737.481445
	Iteration 17Q: 3 clusters Score -1545194 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1545283.375000 Penalty: 4737.481445
	Iteration 18Q: 3 clusters Score -1545283 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1545361.375000 Penalty: 4737.481445
	Iteration 19Q: 3 clusters Score -1545361 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1545431.875000 Penalty: 4737.481445
	Iteration 20F: 3 clusters Score -1545432 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1545483.375000 Penalty: 4737.481445
	Iteration 21Q: 3 clusters Score -1545483 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1545532.625000 Penalty: 4737.481445
	Iteration 22Q: 3 clusters Score -1545533 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1545567.500000 Penalty: 4737.481445
	Iteration 23Q: 3 clusters Score -1545568 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1545595.000000 Penalty: 4737.481445
	Iteration 24Q: 3 clusters Score -1545595 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1545626.125000 Penalty: 4737.481445
	Iteration 25Q: 3 clusters Score -1545626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1545640.000000 Penalty: 4737.481445
	Iteration 26Q: 3 clusters Score -1545640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1545656.375000 Penalty: 4737.481445
	Iteration 27Q: 3 clusters Score -1545656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1545672.625000 Penalty: 4737.481445
	Iteration 28Q: 3 clusters Score -1545673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1545681.500000 Penalty: 4737.481445
	Iteration 29Q: 3 clusters Score -1545682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1545686.500000 Penalty: 4737.481445
	Iteration 30Q: 3 clusters Score -1545686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1545697.000000 Penalty: 4737.481445
	Iteration 31Q: 3 clusters Score -1545697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1545699.125000 Penalty: 4737.481445
	Iteration 32Q: 3 clusters Score -1545699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1545705.250000 Penalty: 4737.481445
	Iteration 33Q: 3 clusters Score -1545705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1545705.750000 Penalty: 4737.481445
	Iteration 34Q: 3 clusters Score -1545706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1545710.875000 Penalty: 4737.481445
	Iteration 35Q: 3 clusters Score -1545711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1545710.875000 Penalty: 4737.481445
	Iteration 36F: 3 clusters Score -1545711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Entering Unmasked Estep 
Score: -542039.875000 Penalty: 2139.037354
	Iteration 0F: 2 clusters Score -542039.9 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 2804 members 
Entering Unmasked Estep 
Score: -537231.062500 Penalty: 4278.074707
	Iteration 0F: 3 clusters Score -537231.1 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -538765.687500 Penalty: 4278.074707
	Iteration 1F: 3 clusters Score -538765.7 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -539451.375000 Penalty: 4278.074707
	Iteration 2F: 3 clusters Score -539451.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -540140.812500 Penalty: 4278.074707
	Iteration 3F: 3 clusters Score -540140.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -540620.000000 Penalty: 4278.074707
	Iteration 4F: 3 clusters Score -540620 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -540973.687500 Penalty: 4278.074707
	Iteration 5F: 3 clusters Score -540973.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -541180.500000 Penalty: 4278.074707
	Iteration 6Q: 3 clusters Score -541180.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -541304.500000 Penalty: 4278.074707
	Iteration 7Q: 3 clusters Score -541304.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -541378.000000 Penalty: 4278.074707
	Iteration 8Q: 3 clusters Score -541378 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -541414.625000 Penalty: 4278.074707
	Iteration 9Q: 3 clusters Score -541414.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -541440.937500 Penalty: 4278.074707
	Iteration 10Q: 3 clusters Score -541440.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -541464.625000 Penalty: 4278.074707
	Iteration 11Q: 3 clusters Score -541464.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -541474.312500 Penalty: 4278.074707
	Iteration 12Q: 3 clusters Score -541474.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -541479.375000 Penalty: 4278.074707
	Iteration 13Q: 3 clusters Score -541479.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -541483.312500 Penalty: 4278.074707
	Iteration 14Q: 3 clusters Score -541483.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -541489.000000 Penalty: 4278.074707
	Iteration 15Q: 3 clusters Score -541489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -541493.250000 Penalty: 4278.074707
	Iteration 16Q: 3 clusters Score -541493.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -541497.437500 Penalty: 4278.074707
	Iteration 17Q: 3 clusters Score -541497.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -541498.812500 Penalty: 4278.074707
	Iteration 18Q: 3 clusters Score -541498.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -541500.125000 Penalty: 4278.074707
	Iteration 19Q: 3 clusters Score -541500.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -541501.812500 Penalty: 4278.074707
	Iteration 20F: 3 clusters Score -541501.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -541502.625000 Penalty: 4278.074707
	Iteration 21Q: 3 clusters Score -541502.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -541503.625000 Penalty: 4278.074707
	Iteration 22Q: 3 clusters Score -541503.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -541504.375000 Penalty: 4278.074707
	Iteration 23Q: 3 clusters Score -541504.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -541505.187500 Penalty: 4278.074707
	Iteration 24Q: 3 clusters Score -541505.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -541505.875000 Penalty: 4278.074707
	Iteration 25Q: 3 clusters Score -541505.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -541506.187500 Penalty: 4278.074707
	Iteration 26Q: 3 clusters Score -541506.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -541507.187500 Penalty: 4278.074707
	Iteration 27Q: 3 clusters Score -541507.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -541508.500000 Penalty: 4278.074707
	Iteration 28Q: 3 clusters Score -541508.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -541509.187500 Penalty: 4278.074707
	Iteration 29Q: 3 clusters Score -541509.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -541509.187500 Penalty: 4278.074707
	Iteration 30F: 3 clusters Score -541509.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (18037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Entering Unmasked Estep 
Score: -1733804.375000 Penalty: 2430.444824
	Iteration 0F: 2 clusters Score -1733804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1720930.625000 Penalty: 4860.889648
	Iteration 0F: 3 clusters Score -1720931 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1725186.125000 Penalty: 4860.889648
	Iteration 1F: 3 clusters Score -1725186 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1725823.750000 Penalty: 4860.889648
	Iteration 2F: 3 clusters Score -1725824 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1726515.000000 Penalty: 4860.889648
	Iteration 3F: 3 clusters Score -1726515 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1727214.000000 Penalty: 4860.889648
	Iteration 4F: 3 clusters Score -1727214 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1727998.375000 Penalty: 4860.889648
	Iteration 5F: 3 clusters Score -1727998 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1728808.750000 Penalty: 4860.889648
	Iteration 6F: 3 clusters Score -1728809 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1729557.250000 Penalty: 4860.889648
	Iteration 7F: 3 clusters Score -1729557 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1730079.250000 Penalty: 4860.889648
	Iteration 8Q: 3 clusters Score -1730079 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1730443.875000 Penalty: 4860.889648
	Iteration 9Q: 3 clusters Score -1730444 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1730702.375000 Penalty: 4860.889648
	Iteration 10Q: 3 clusters Score -1730702 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1730918.375000 Penalty: 4860.889648
	Iteration 11Q: 3 clusters Score -1730918 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1731074.625000 Penalty: 4860.889648
	Iteration 12Q: 3 clusters Score -1731075 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1731208.250000 Penalty: 4860.889648
	Iteration 13Q: 3 clusters Score -1731208 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1731355.000000 Penalty: 4860.889648
	Iteration 14Q: 3 clusters Score -1731355 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1731506.375000 Penalty: 4860.889648
	Iteration 15Q: 3 clusters Score -1731506 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1731649.750000 Penalty: 4860.889648
	Iteration 16Q: 3 clusters Score -1731650 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -1731792.500000 Penalty: 4860.889648
	Iteration 17Q: 3 clusters Score -1731792 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1731910.250000 Penalty: 4860.889648
	Iteration 18Q: 3 clusters Score -1731910 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1731998.750000 Penalty: 4860.889648
	Iteration 19Q: 3 clusters Score -1731999 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1732068.375000 Penalty: 4860.889648
	Iteration 20F: 3 clusters Score -1732068 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1732115.000000 Penalty: 4860.889648
	Iteration 21Q: 3 clusters Score -1732115 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1732158.000000 Penalty: 4860.889648
	Iteration 22Q: 3 clusters Score -1732158 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -1732191.125000 Penalty: 4860.889648
	Iteration 23Q: 3 clusters Score -1732191 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -1732210.875000 Penalty: 4860.889648
	Iteration 24Q: 3 clusters Score -1732211 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -1732227.625000 Penalty: 4860.889648
	Iteration 25Q: 3 clusters Score -1732228 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -1732236.875000 Penalty: 4860.889648
	Iteration 26Q: 3 clusters Score -1732237 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1732252.125000 Penalty: 4860.889648
	Iteration 27Q: 3 clusters Score -1732252 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -1732270.375000 Penalty: 4860.889648
	Iteration 28Q: 3 clusters Score -1732270 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -1732279.125000 Penalty: 4860.889648
	Iteration 29Q: 3 clusters Score -1732279 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1732289.500000 Penalty: 4860.889648
	Iteration 30Q: 3 clusters Score -1732290 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -1732303.250000 Penalty: 4860.889648
	Iteration 31Q: 3 clusters Score -1732303 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -1732320.750000 Penalty: 4860.889648
	Iteration 32Q: 3 clusters Score -1732321 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -1732324.375000 Penalty: 4860.889648
	Iteration 33Q: 3 clusters Score -1732324 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -1732329.250000 Penalty: 4860.889648
	Iteration 34Q: 3 clusters Score -1732329 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -1732341.000000 Penalty: 4860.889648
	Iteration 35Q: 3 clusters Score -1732341 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -1732354.000000 Penalty: 4860.889648
	Iteration 36Q: 3 clusters Score -1732354 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -1732360.750000 Penalty: 4860.889648
	Iteration 37Q: 3 clusters Score -1732361 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -1732365.500000 Penalty: 4860.889648
	Iteration 38Q: 3 clusters Score -1732366 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1732380.250000 Penalty: 4860.889648
	Iteration 39Q: 3 clusters Score -1732380 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -1732383.000000 Penalty: 4860.889648
	Iteration 40F: 3 clusters Score -1732383 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1732395.750000 Penalty: 4860.889648
	Iteration 41Q: 3 clusters Score -1732396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -1732401.625000 Penalty: 4860.889648
	Iteration 42Q: 3 clusters Score -1732402 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -1732412.125000 Penalty: 4860.889648
	Iteration 43Q: 3 clusters Score -1732412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -1732420.625000 Penalty: 4860.889648
	Iteration 44Q: 3 clusters Score -1732421 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -1732424.625000 Penalty: 4860.889648
	Iteration 45Q: 3 clusters Score -1732425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -1732424.125000 Penalty: 4860.889648
	Iteration 46Q: 3 clusters Score -1732424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -1732426.875000 Penalty: 4860.889648
	Iteration 47Q: 3 clusters Score -1732427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -1732436.750000 Penalty: 4860.889648
	Iteration 48Q: 3 clusters Score -1732437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -1732435.500000 Penalty: 4860.889648
	Iteration 49Q: 3 clusters Score -1732436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -1732441.375000 Penalty: 4860.889648
	Iteration 50Q: 3 clusters Score -1732441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -1732444.625000 Penalty: 4860.889648
	Iteration 51Q: 3 clusters Score -1732445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1732445.625000 Penalty: 4860.889648
	Iteration 52Q: 3 clusters Score -1732446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -1732446.250000 Penalty: 4860.889648
	Iteration 53Q: 3 clusters Score -1732446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1732449.500000 Penalty: 4860.889648
	Iteration 54Q: 3 clusters Score -1732450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -1732447.500000 Penalty: 4860.889648
	Iteration 55Q: 3 clusters Score -1732448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -1732447.500000 Penalty: 4860.889648
	Iteration 56F: 3 clusters Score -1732448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (16732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Entering Unmasked Estep 
Score: -1791921.375000 Penalty: 2411.819580
	Iteration 0F: 2 clusters Score -1791921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1779977.625000 Penalty: 4823.639160
	Iteration 0F: 3 clusters Score -1779978 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1783821.250000 Penalty: 4823.639160
	Iteration 1F: 3 clusters Score -1783821 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1784220.125000 Penalty: 4823.639160
	Iteration 2F: 3 clusters Score -1784220 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1784538.750000 Penalty: 4823.639160
	Iteration 3Q: 3 clusters Score -1784539 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1784823.750000 Penalty: 4823.639160
	Iteration 4Q: 3 clusters Score -1784824 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1785099.000000 Penalty: 4823.639160
	Iteration 5Q: 3 clusters Score -1785099 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1785400.625000 Penalty: 4823.639160
	Iteration 6Q: 3 clusters Score -1785401 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1785702.375000 Penalty: 4823.639160
	Iteration 7Q: 3 clusters Score -1785702 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1786009.625000 Penalty: 4823.639160
	Iteration 8Q: 3 clusters Score -1786010 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1786343.750000 Penalty: 4823.639160
	Iteration 9Q: 3 clusters Score -1786344 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1786720.125000 Penalty: 4823.639160
	Iteration 10Q: 3 clusters Score -1786720 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1787129.250000 Penalty: 4823.639160
	Iteration 11Q: 3 clusters Score -1787129 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1787567.375000 Penalty: 4823.639160
	Iteration 12Q: 3 clusters Score -1787567 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1788019.000000 Penalty: 4823.639160
	Iteration 13Q: 3 clusters Score -1788019 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1788398.125000 Penalty: 4823.639160
	Iteration 14Q: 3 clusters Score -1788398 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1788675.500000 Penalty: 4823.639160
	Iteration 15Q: 3 clusters Score -1788676 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1788863.625000 Penalty: 4823.639160
	Iteration 16Q: 3 clusters Score -1788864 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1789006.625000 Penalty: 4823.639160
	Iteration 17Q: 3 clusters Score -1789007 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1789104.750000 Penalty: 4823.639160
	Iteration 18Q: 3 clusters Score -1789105 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1789174.125000 Penalty: 4823.639160
	Iteration 19Q: 3 clusters Score -1789174 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1789217.000000 Penalty: 4823.639160
	Iteration 20F: 3 clusters Score -1789217 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1789248.500000 Penalty: 4823.639160
	Iteration 21Q: 3 clusters Score -1789248 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1789275.375000 Penalty: 4823.639160
	Iteration 22Q: 3 clusters Score -1789275 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1789292.500000 Penalty: 4823.639160
	Iteration 23Q: 3 clusters Score -1789292 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1789299.125000 Penalty: 4823.639160
	Iteration 24Q: 3 clusters Score -1789299 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1789310.625000 Penalty: 4823.639160
	Iteration 25Q: 3 clusters Score -1789311 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1789327.125000 Penalty: 4823.639160
	Iteration 26Q: 3 clusters Score -1789327 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1789339.000000 Penalty: 4823.639160
	Iteration 27Q: 3 clusters Score -1789339 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1789344.375000 Penalty: 4823.639160
	Iteration 28Q: 3 clusters Score -1789344 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1789348.500000 Penalty: 4823.639160
	Iteration 29Q: 3 clusters Score -1789348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1789354.500000 Penalty: 4823.639160
	Iteration 30Q: 3 clusters Score -1789354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1789358.500000 Penalty: 4823.639160
	Iteration 31Q: 3 clusters Score -1789358 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1789364.750000 Penalty: 4823.639160
	Iteration 32Q: 3 clusters Score -1789365 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1789369.625000 Penalty: 4823.639160
	Iteration 33Q: 3 clusters Score -1789370 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1789377.250000 Penalty: 4823.639160
	Iteration 34Q: 3 clusters Score -1789377 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1789379.625000 Penalty: 4823.639160
	Iteration 35Q: 3 clusters Score -1789380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1789386.250000 Penalty: 4823.639160
	Iteration 36Q: 3 clusters Score -1789386 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1789383.250000 Penalty: 4823.639160
	Iteration 37Q: 3 clusters Score -1789383 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1789388.875000 Penalty: 4823.639160
	Iteration 38Q: 3 clusters Score -1789389 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1789394.875000 Penalty: 4823.639160
	Iteration 39Q: 3 clusters Score -1789395 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1789401.000000 Penalty: 4823.639160
	Iteration 40F: 3 clusters Score -1789401 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1789404.750000 Penalty: 4823.639160
	Iteration 41Q: 3 clusters Score -1789405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1789407.000000 Penalty: 4823.639160
	Iteration 42Q: 3 clusters Score -1789407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1789408.750000 Penalty: 4823.639160
	Iteration 43Q: 3 clusters Score -1789409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1789411.000000 Penalty: 4823.639160
	Iteration 44Q: 3 clusters Score -1789411 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1789413.750000 Penalty: 4823.639160
	Iteration 45Q: 3 clusters Score -1789414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1789415.750000 Penalty: 4823.639160
	Iteration 46Q: 3 clusters Score -1789416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1789416.125000 Penalty: 4823.639160
	Iteration 47Q: 3 clusters Score -1789416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1789421.875000 Penalty: 4823.639160
	Iteration 48Q: 3 clusters Score -1789422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1789426.750000 Penalty: 4823.639160
	Iteration 49Q: 3 clusters Score -1789427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1789429.875000 Penalty: 4823.639160
	Iteration 50Q: 3 clusters Score -1789430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1789429.875000 Penalty: 4823.639160
	Iteration 51Q: 3 clusters Score -1789430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1789429.375000 Penalty: 4823.639160
	Iteration 52Q: 3 clusters Score -1789429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1789430.250000 Penalty: 4823.639160
	Iteration 53Q: 3 clusters Score -1789430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1789434.625000 Penalty: 4823.639160
	Iteration 54Q: 3 clusters Score -1789435 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1789427.125000 Penalty: 4823.639160
	Iteration 55Q: 3 clusters Score -1789427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1789428.375000 Penalty: 4823.639160
	Iteration 56Q: 3 clusters Score -1789428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1789433.000000 Penalty: 4823.639160
	Iteration 57Q: 3 clusters Score -1789433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1789434.125000 Penalty: 4823.639160
	Iteration 58Q: 3 clusters Score -1789434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1789433.875000 Penalty: 4823.639160
	Iteration 59Q: 3 clusters Score -1789434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1789430.250000 Penalty: 4823.639160
	Iteration 60F: 3 clusters Score -1789430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1789432.625000 Penalty: 4823.639160
	Iteration 61Q: 3 clusters Score -1789433 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1789437.750000 Penalty: 4823.639160
	Iteration 62Q: 3 clusters Score -1789438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1789441.625000 Penalty: 4823.639160
	Iteration 63Q: 3 clusters Score -1789442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1789444.375000 Penalty: 4823.639160
	Iteration 64Q: 3 clusters Score -1789444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1789439.750000 Penalty: 4823.639160
	Iteration 65Q: 3 clusters Score -1789440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1789443.250000 Penalty: 4823.639160
	Iteration 66Q: 3 clusters Score -1789443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1789442.375000 Penalty: 4823.639160
	Iteration 67Q: 3 clusters Score -1789442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1789442.875000 Penalty: 4823.639160
	Iteration 68Q: 3 clusters Score -1789443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1789444.125000 Penalty: 4823.639160
	Iteration 69Q: 3 clusters Score -1789444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1789444.750000 Penalty: 4823.639160
	Iteration 70Q: 3 clusters Score -1789445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1789449.500000 Penalty: 4823.639160
	Iteration 71Q: 3 clusters Score -1789450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1789451.500000 Penalty: 4823.639160
	Iteration 72Q: 3 clusters Score -1789452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1789454.250000 Penalty: 4823.639160
	Iteration 73Q: 3 clusters Score -1789454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1789452.000000 Penalty: 4823.639160
	Iteration 74Q: 3 clusters Score -1789452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1789451.750000 Penalty: 4823.639160
	Iteration 75Q: 3 clusters Score -1789452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1789458.875000 Penalty: 4823.639160
	Iteration 76Q: 3 clusters Score -1789459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1789458.750000 Penalty: 4823.639160
	Iteration 77Q: 3 clusters Score -1789459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1789462.750000 Penalty: 4823.639160
	Iteration 78Q: 3 clusters Score -1789463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1789459.625000 Penalty: 4823.639160
	Iteration 79Q: 3 clusters Score -1789460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1789459.125000 Penalty: 4823.639160
	Iteration 80F: 3 clusters Score -1789459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1789465.750000 Penalty: 4823.639160
	Iteration 81Q: 3 clusters Score -1789466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1789462.250000 Penalty: 4823.639160
	Iteration 82Q: 3 clusters Score -1789462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1789459.375000 Penalty: 4823.639160
	Iteration 83Q: 3 clusters Score -1789459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1789464.500000 Penalty: 4823.639160
	Iteration 84Q: 3 clusters Score -1789464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1789462.875000 Penalty: 4823.639160
	Iteration 85Q: 3 clusters Score -1789463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1789469.000000 Penalty: 4823.639160
	Iteration 86Q: 3 clusters Score -1789469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1789469.500000 Penalty: 4823.639160
	Iteration 87Q: 3 clusters Score -1789470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1789474.500000 Penalty: 4823.639160
	Iteration 88Q: 3 clusters Score -1789474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1789471.250000 Penalty: 4823.639160
	Iteration 89Q: 3 clusters Score -1789471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1789473.250000 Penalty: 4823.639160
	Iteration 90Q: 3 clusters Score -1789473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1789470.000000 Penalty: 4823.639160
	Iteration 91Q: 3 clusters Score -1789470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1789473.750000 Penalty: 4823.639160
	Iteration 92Q: 3 clusters Score -1789474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1789474.500000 Penalty: 4823.639160
	Iteration 93Q: 3 clusters Score -1789474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1789470.250000 Penalty: 4823.639160
	Iteration 94Q: 3 clusters Score -1789470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1789473.750000 Penalty: 4823.639160
	Iteration 95Q: 3 clusters Score -1789474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1789472.750000 Penalty: 4823.639160
	Iteration 96Q: 3 clusters Score -1789473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1789474.625000 Penalty: 4823.639160
	Iteration 97Q: 3 clusters Score -1789475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1789476.000000 Penalty: 4823.639160
	Iteration 98Q: 3 clusters Score -1789476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1789475.875000 Penalty: 4823.639160
	Iteration 99Q: 3 clusters Score -1789476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1789480.250000 Penalty: 4823.639160
	Iteration 100F: 3 clusters Score -1789480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1789480.125000 Penalty: 4823.639160
	Iteration 101Q: 3 clusters Score -1789480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1789479.875000 Penalty: 4823.639160
	Iteration 102Q: 3 clusters Score -1789480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1789477.125000 Penalty: 4823.639160
	Iteration 103Q: 3 clusters Score -1789477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1789474.500000 Penalty: 4823.639160
	Iteration 104Q: 3 clusters Score -1789474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1789480.750000 Penalty: 4823.639160
	Iteration 105Q: 3 clusters Score -1789481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1789487.625000 Penalty: 4823.639160
	Iteration 106Q: 3 clusters Score -1789488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1789490.250000 Penalty: 4823.639160
	Iteration 107Q: 3 clusters Score -1789490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1789494.625000 Penalty: 4823.639160
	Iteration 108Q: 3 clusters Score -1789495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1789487.750000 Penalty: 4823.639160
	Iteration 109Q: 3 clusters Score -1789488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1789488.750000 Penalty: 4823.639160
	Iteration 110Q: 3 clusters Score -1789489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1789488.750000 Penalty: 4823.639160
	Iteration 111Q: 3 clusters Score -1789489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1789488.875000 Penalty: 4823.639160
	Iteration 112Q: 3 clusters Score -1789489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1789489.250000 Penalty: 4823.639160
	Iteration 113Q: 3 clusters Score -1789489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1789491.625000 Penalty: 4823.639160
	Iteration 114Q: 3 clusters Score -1789492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1789490.625000 Penalty: 4823.639160
	Iteration 115Q: 3 clusters Score -1789491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1789489.250000 Penalty: 4823.639160
	Iteration 116Q: 3 clusters Score -1789489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1789488.250000 Penalty: 4823.639160
	Iteration 117Q: 3 clusters Score -1789488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1789487.625000 Penalty: 4823.639160
	Iteration 118Q: 3 clusters Score -1789488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1789488.625000 Penalty: 4823.639160
	Iteration 119Q: 3 clusters Score -1789489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1789488.625000 Penalty: 4823.639160
	Iteration 120F: 3 clusters Score -1789489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Entering Unmasked Estep 
Score: -1057359.500000 Penalty: 2294.795654
	Iteration 0F: 2 clusters Score -1057360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1049483.625000 Penalty: 4589.591309
	Iteration 0F: 3 clusters Score -1049484 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1051851.875000 Penalty: 4589.591309
	Iteration 1F: 3 clusters Score -1051852 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1052239.375000 Penalty: 4589.591309
	Iteration 2F: 3 clusters Score -1052239 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1052580.500000 Penalty: 4589.591309
	Iteration 3F: 3 clusters Score -1052580 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1052858.500000 Penalty: 4589.591309
	Iteration 4F: 3 clusters Score -1052858 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1053081.375000 Penalty: 4589.591309
	Iteration 5Q: 3 clusters Score -1053081 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1053261.000000 Penalty: 4589.591309
	Iteration 6Q: 3 clusters Score -1053261 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1053437.500000 Penalty: 4589.591309
	Iteration 7Q: 3 clusters Score -1053438 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1053587.500000 Penalty: 4589.591309
	Iteration 8Q: 3 clusters Score -1053588 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1053721.125000 Penalty: 4589.591309
	Iteration 9Q: 3 clusters Score -1053721 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1053850.750000 Penalty: 4589.591309
	Iteration 10Q: 3 clusters Score -1053851 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1053987.375000 Penalty: 4589.591309
	Iteration 11Q: 3 clusters Score -1053987 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1054114.250000 Penalty: 4589.591309
	Iteration 12Q: 3 clusters Score -1054114 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1054226.250000 Penalty: 4589.591309
	Iteration 13Q: 3 clusters Score -1054226 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1054336.500000 Penalty: 4589.591309
	Iteration 14Q: 3 clusters Score -1054336 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1054451.500000 Penalty: 4589.591309
	Iteration 15Q: 3 clusters Score -1054452 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1054557.625000 Penalty: 4589.591309
	Iteration 16Q: 3 clusters Score -1054558 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1054665.000000 Penalty: 4589.591309
	Iteration 17Q: 3 clusters Score -1054665 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1054761.500000 Penalty: 4589.591309
	Iteration 18Q: 3 clusters Score -1054762 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1054833.875000 Penalty: 4589.591309
	Iteration 19Q: 3 clusters Score -1054834 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1054904.125000 Penalty: 4589.591309
	Iteration 20F: 3 clusters Score -1054904 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1054965.375000 Penalty: 4589.591309
	Iteration 21Q: 3 clusters Score -1054965 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1055023.375000 Penalty: 4589.591309
	Iteration 22Q: 3 clusters Score -1055023 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1055084.875000 Penalty: 4589.591309
	Iteration 23Q: 3 clusters Score -1055085 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1055145.000000 Penalty: 4589.591309
	Iteration 24Q: 3 clusters Score -1055145 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1055198.625000 Penalty: 4589.591309
	Iteration 25Q: 3 clusters Score -1055199 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1055254.500000 Penalty: 4589.591309
	Iteration 26Q: 3 clusters Score -1055254 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1055308.500000 Penalty: 4589.591309
	Iteration 27Q: 3 clusters Score -1055308 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1055355.375000 Penalty: 4589.591309
	Iteration 28Q: 3 clusters Score -1055355 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1055402.875000 Penalty: 4589.591309
	Iteration 29Q: 3 clusters Score -1055403 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1055452.625000 Penalty: 4589.591309
	Iteration 30Q: 3 clusters Score -1055453 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1055512.250000 Penalty: 4589.591309
	Iteration 31Q: 3 clusters Score -1055512 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1055565.000000 Penalty: 4589.591309
	Iteration 32Q: 3 clusters Score -1055565 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1055613.750000 Penalty: 4589.591309
	Iteration 33Q: 3 clusters Score -1055614 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1055655.250000 Penalty: 4589.591309
	Iteration 34Q: 3 clusters Score -1055655 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1055696.750000 Penalty: 4589.591309
	Iteration 35Q: 3 clusters Score -1055697 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1055720.625000 Penalty: 4589.591309
	Iteration 36Q: 3 clusters Score -1055721 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1055742.500000 Penalty: 4589.591309
	Iteration 37Q: 3 clusters Score -1055742 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1055768.875000 Penalty: 4589.591309
	Iteration 38Q: 3 clusters Score -1055769 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1055786.750000 Penalty: 4589.591309
	Iteration 39Q: 3 clusters Score -1055787 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1055802.125000 Penalty: 4589.591309
	Iteration 40F: 3 clusters Score -1055802 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1055819.500000 Penalty: 4589.591309
	Iteration 41Q: 3 clusters Score -1055820 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1055835.750000 Penalty: 4589.591309
	Iteration 42Q: 3 clusters Score -1055836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1055850.875000 Penalty: 4589.591309
	Iteration 43Q: 3 clusters Score -1055851 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1055859.250000 Penalty: 4589.591309
	Iteration 44Q: 3 clusters Score -1055859 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1055871.875000 Penalty: 4589.591309
	Iteration 45Q: 3 clusters Score -1055872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1055877.500000 Penalty: 4589.591309
	Iteration 46Q: 3 clusters Score -1055878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1055886.625000 Penalty: 4589.591309
	Iteration 47Q: 3 clusters Score -1055887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1055889.750000 Penalty: 4589.591309
	Iteration 48Q: 3 clusters Score -1055890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1055893.375000 Penalty: 4589.591309
	Iteration 49Q: 3 clusters Score -1055893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1055895.500000 Penalty: 4589.591309
	Iteration 50Q: 3 clusters Score -1055896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1055897.500000 Penalty: 4589.591309
	Iteration 51Q: 3 clusters Score -1055898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1055896.500000 Penalty: 4589.591309
	Iteration 52Q: 3 clusters Score -1055896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1055903.875000 Penalty: 4589.591309
	Iteration 53Q: 3 clusters Score -1055904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1055906.750000 Penalty: 4589.591309
	Iteration 54Q: 3 clusters Score -1055907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1055912.625000 Penalty: 4589.591309
	Iteration 55Q: 3 clusters Score -1055913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1055915.750000 Penalty: 4589.591309
	Iteration 56Q: 3 clusters Score -1055916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1055919.125000 Penalty: 4589.591309
	Iteration 57Q: 3 clusters Score -1055919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1055920.750000 Penalty: 4589.591309
	Iteration 58Q: 3 clusters Score -1055921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1055922.375000 Penalty: 4589.591309
	Iteration 59Q: 3 clusters Score -1055922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1055921.125000 Penalty: 4589.591309
	Iteration 60F: 3 clusters Score -1055921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1055922.875000 Penalty: 4589.591309
	Iteration 61Q: 3 clusters Score -1055923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1055922.750000 Penalty: 4589.591309
	Iteration 62Q: 3 clusters Score -1055923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1055923.000000 Penalty: 4589.591309
	Iteration 63Q: 3 clusters Score -1055923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1055923.000000 Penalty: 4589.591309
	Iteration 64F: 3 clusters Score -1055923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Entering Unmasked Estep 
Score: -756289.875000 Penalty: 2192.786621
	Iteration 0F: 2 clusters Score -756289.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -750629.062500 Penalty: 4385.573242
	Iteration 0F: 3 clusters Score -750629.1 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -752081.875000 Penalty: 4385.573242
	Iteration 1F: 3 clusters Score -752081.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -752295.125000 Penalty: 4385.573242
	Iteration 2F: 3 clusters Score -752295.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -752446.937500 Penalty: 4385.573242
	Iteration 3Q: 3 clusters Score -752446.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -752572.687500 Penalty: 4385.573242
	Iteration 4Q: 3 clusters Score -752572.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -752683.312500 Penalty: 4385.573242
	Iteration 5Q: 3 clusters Score -752683.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -752783.375000 Penalty: 4385.573242
	Iteration 6Q: 3 clusters Score -752783.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -752872.500000 Penalty: 4385.573242
	Iteration 7Q: 3 clusters Score -752872.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -752975.062500 Penalty: 4385.573242
	Iteration 8Q: 3 clusters Score -752975.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -753081.937500 Penalty: 4385.573242
	Iteration 9Q: 3 clusters Score -753081.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -753233.562500 Penalty: 4385.573242
	Iteration 10Q: 3 clusters Score -753233.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -753474.750000 Penalty: 4385.573242
	Iteration 11Q: 3 clusters Score -753474.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -753797.937500 Penalty: 4385.573242
	Iteration 12Q: 3 clusters Score -753797.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -754182.750000 Penalty: 4385.573242
	Iteration 13Q: 3 clusters Score -754182.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -754512.937500 Penalty: 4385.573242
	Iteration 14Q: 3 clusters Score -754512.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -754754.250000 Penalty: 4385.573242
	Iteration 15Q: 3 clusters Score -754754.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -754943.062500 Penalty: 4385.573242
	Iteration 16Q: 3 clusters Score -754943.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -755084.062500 Penalty: 4385.573242
	Iteration 17Q: 3 clusters Score -755084.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -755215.437500 Penalty: 4385.573242
	Iteration 18Q: 3 clusters Score -755215.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -755362.500000 Penalty: 4385.573242
	Iteration 19Q: 3 clusters Score -755362.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -755483.937500 Penalty: 4385.573242
	Iteration 20F: 3 clusters Score -755483.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -755552.000000 Penalty: 4385.573242
	Iteration 21Q: 3 clusters Score -755552 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -755595.375000 Penalty: 4385.573242
	Iteration 22Q: 3 clusters Score -755595.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -755618.375000 Penalty: 4385.573242
	Iteration 23Q: 3 clusters Score -755618.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -755627.875000 Penalty: 4385.573242
	Iteration 24Q: 3 clusters Score -755627.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -755636.312500 Penalty: 4385.573242
	Iteration 25Q: 3 clusters Score -755636.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -755640.187500 Penalty: 4385.573242
	Iteration 26Q: 3 clusters Score -755640.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -755642.687500 Penalty: 4385.573242
	Iteration 27Q: 3 clusters Score -755642.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -755643.250000 Penalty: 4385.573242
	Iteration 28Q: 3 clusters Score -755643.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -755642.437500 Penalty: 4385.573242
	Iteration 29Q: 3 clusters Score -755642.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -755643.812500 Penalty: 4385.573242
	Iteration 30Q: 3 clusters Score -755643.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -755644.000000 Penalty: 4385.573242
	Iteration 31Q: 3 clusters Score -755644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -755644.000000 Penalty: 4385.573242
	Iteration 32F: 3 clusters Score -755644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Entering Unmasked Estep 
Score: -501726.656250 Penalty: 2094.426270
	Iteration 0F: 2 clusters Score -501726.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -497405.562500 Penalty: 4188.852539
	Iteration 0F: 3 clusters Score -497405.6 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -498371.500000 Penalty: 4188.852539
	Iteration 1F: 3 clusters Score -498371.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -498587.781250 Penalty: 4188.852539
	Iteration 2F: 3 clusters Score -498587.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -498740.375000 Penalty: 4188.852539
	Iteration 3F: 3 clusters Score -498740.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -498868.781250 Penalty: 4188.852539
	Iteration 4Q: 3 clusters Score -498868.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -499013.406250 Penalty: 4188.852539
	Iteration 5Q: 3 clusters Score -499013.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -499179.156250 Penalty: 4188.852539
	Iteration 6Q: 3 clusters Score -499179.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -499373.312500 Penalty: 4188.852539
	Iteration 7Q: 3 clusters Score -499373.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -499583.593750 Penalty: 4188.852539
	Iteration 8Q: 3 clusters Score -499583.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -499772.750000 Penalty: 4188.852539
	Iteration 9Q: 3 clusters Score -499772.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -499906.437500 Penalty: 4188.852539
	Iteration 10Q: 3 clusters Score -499906.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -500000.812500 Penalty: 4188.852539
	Iteration 11Q: 3 clusters Score -500000.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -500095.500000 Penalty: 4188.852539
	Iteration 12Q: 3 clusters Score -500095.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -500186.312500 Penalty: 4188.852539
	Iteration 13Q: 3 clusters Score -500186.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -500274.312500 Penalty: 4188.852539
	Iteration 14Q: 3 clusters Score -500274.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -500342.218750 Penalty: 4188.852539
	Iteration 15Q: 3 clusters Score -500342.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -500394.468750 Penalty: 4188.852539
	Iteration 16Q: 3 clusters Score -500394.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -500445.875000 Penalty: 4188.852539
	Iteration 17Q: 3 clusters Score -500445.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -500508.718750 Penalty: 4188.852539
	Iteration 18Q: 3 clusters Score -500508.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -500555.656250 Penalty: 4188.852539
	Iteration 19Q: 3 clusters Score -500555.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -500604.031250 Penalty: 4188.852539
	Iteration 20F: 3 clusters Score -500604 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -500663.781250 Penalty: 4188.852539
	Iteration 21Q: 3 clusters Score -500663.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -500721.156250 Penalty: 4188.852539
	Iteration 22Q: 3 clusters Score -500721.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -500763.593750 Penalty: 4188.852539
	Iteration 23Q: 3 clusters Score -500763.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -500787.343750 Penalty: 4188.852539
	Iteration 24Q: 3 clusters Score -500787.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -500808.156250 Penalty: 4188.852539
	Iteration 25Q: 3 clusters Score -500808.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -500820.875000 Penalty: 4188.852539
	Iteration 26Q: 3 clusters Score -500820.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -500826.125000 Penalty: 4188.852539
	Iteration 27Q: 3 clusters Score -500826.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -500836.031250 Penalty: 4188.852539
	Iteration 28Q: 3 clusters Score -500836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -500852.250000 Penalty: 4188.852539
	Iteration 29Q: 3 clusters Score -500852.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -500863.500000 Penalty: 4188.852539
	Iteration 30Q: 3 clusters Score -500863.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -500871.281250 Penalty: 4188.852539
	Iteration 31Q: 3 clusters Score -500871.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -500877.000000 Penalty: 4188.852539
	Iteration 32Q: 3 clusters Score -500877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -500881.187500 Penalty: 4188.852539
	Iteration 33Q: 3 clusters Score -500881.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -500883.812500 Penalty: 4188.852539
	Iteration 34Q: 3 clusters Score -500883.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -500885.437500 Penalty: 4188.852539
	Iteration 35Q: 3 clusters Score -500885.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -500886.093750 Penalty: 4188.852539
	Iteration 36Q: 3 clusters Score -500886.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -500887.937500 Penalty: 4188.852539
	Iteration 37Q: 3 clusters Score -500887.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -500888.531250 Penalty: 4188.852539
	Iteration 38Q: 3 clusters Score -500888.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -500888.531250 Penalty: 4188.852539
	Iteration 39F: 3 clusters Score -500888.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (12163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Entering Unmasked Estep 
Score: -1319683.750000 Penalty: 2332.726074
	Iteration 0F: 2 clusters Score -1319684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1310633.125000 Penalty: 4665.452148
	Iteration 0F: 3 clusters Score -1310633 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1313278.875000 Penalty: 4665.452148
	Iteration 1F: 3 clusters Score -1313279 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1313596.000000 Penalty: 4665.452148
	Iteration 2F: 3 clusters Score -1313596 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1313829.625000 Penalty: 4665.452148
	Iteration 3Q: 3 clusters Score -1313830 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1314035.500000 Penalty: 4665.452148
	Iteration 4Q: 3 clusters Score -1314036 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1314238.125000 Penalty: 4665.452148
	Iteration 5Q: 3 clusters Score -1314238 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1314402.500000 Penalty: 4665.452148
	Iteration 6Q: 3 clusters Score -1314402 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1314535.500000 Penalty: 4665.452148
	Iteration 7Q: 3 clusters Score -1314536 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1314676.125000 Penalty: 4665.452148
	Iteration 8Q: 3 clusters Score -1314676 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1314817.625000 Penalty: 4665.452148
	Iteration 9Q: 3 clusters Score -1314818 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1314973.500000 Penalty: 4665.452148
	Iteration 10Q: 3 clusters Score -1314974 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1315135.750000 Penalty: 4665.452148
	Iteration 11Q: 3 clusters Score -1315136 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1315307.250000 Penalty: 4665.452148
	Iteration 12Q: 3 clusters Score -1315307 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1315479.750000 Penalty: 4665.452148
	Iteration 13Q: 3 clusters Score -1315480 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1315632.750000 Penalty: 4665.452148
	Iteration 14Q: 3 clusters Score -1315633 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1315791.750000 Penalty: 4665.452148
	Iteration 15Q: 3 clusters Score -1315792 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1315962.250000 Penalty: 4665.452148
	Iteration 16Q: 3 clusters Score -1315962 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1316142.375000 Penalty: 4665.452148
	Iteration 17Q: 3 clusters Score -1316142 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1316318.625000 Penalty: 4665.452148
	Iteration 18Q: 3 clusters Score -1316319 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1316473.625000 Penalty: 4665.452148
	Iteration 19Q: 3 clusters Score -1316474 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1316595.250000 Penalty: 4665.452148
	Iteration 20F: 3 clusters Score -1316595 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1316687.250000 Penalty: 4665.452148
	Iteration 21Q: 3 clusters Score -1316687 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1316749.750000 Penalty: 4665.452148
	Iteration 22Q: 3 clusters Score -1316750 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1316800.000000 Penalty: 4665.452148
	Iteration 23Q: 3 clusters Score -1316800 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1316844.500000 Penalty: 4665.452148
	Iteration 24Q: 3 clusters Score -1316844 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1316884.125000 Penalty: 4665.452148
	Iteration 25Q: 3 clusters Score -1316884 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1316908.625000 Penalty: 4665.452148
	Iteration 26Q: 3 clusters Score -1316909 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1316933.000000 Penalty: 4665.452148
	Iteration 27Q: 3 clusters Score -1316933 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1316971.000000 Penalty: 4665.452148
	Iteration 28Q: 3 clusters Score -1316971 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1316999.750000 Penalty: 4665.452148
	Iteration 29Q: 3 clusters Score -1317000 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1317013.375000 Penalty: 4665.452148
	Iteration 30Q: 3 clusters Score -1317013 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1317030.375000 Penalty: 4665.452148
	Iteration 31Q: 3 clusters Score -1317030 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1317048.375000 Penalty: 4665.452148
	Iteration 32Q: 3 clusters Score -1317048 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1317067.500000 Penalty: 4665.452148
	Iteration 33Q: 3 clusters Score -1317068 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1317083.625000 Penalty: 4665.452148
	Iteration 34Q: 3 clusters Score -1317084 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1317095.375000 Penalty: 4665.452148
	Iteration 35Q: 3 clusters Score -1317095 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1317116.125000 Penalty: 4665.452148
	Iteration 36Q: 3 clusters Score -1317116 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1317130.250000 Penalty: 4665.452148
	Iteration 37Q: 3 clusters Score -1317130 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1317143.750000 Penalty: 4665.452148
	Iteration 38Q: 3 clusters Score -1317144 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1317152.500000 Penalty: 4665.452148
	Iteration 39Q: 3 clusters Score -1317152 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1317158.000000 Penalty: 4665.452148
	Iteration 40F: 3 clusters Score -1317158 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1317164.125000 Penalty: 4665.452148
	Iteration 41Q: 3 clusters Score -1317164 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1317176.250000 Penalty: 4665.452148
	Iteration 42Q: 3 clusters Score -1317176 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1317187.000000 Penalty: 4665.452148
	Iteration 43Q: 3 clusters Score -1317187 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1317195.375000 Penalty: 4665.452148
	Iteration 44Q: 3 clusters Score -1317195 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1317199.750000 Penalty: 4665.452148
	Iteration 45Q: 3 clusters Score -1317200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1317206.250000 Penalty: 4665.452148
	Iteration 46Q: 3 clusters Score -1317206 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1317217.625000 Penalty: 4665.452148
	Iteration 47Q: 3 clusters Score -1317218 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1317228.750000 Penalty: 4665.452148
	Iteration 48Q: 3 clusters Score -1317229 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1317235.750000 Penalty: 4665.452148
	Iteration 49Q: 3 clusters Score -1317236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1317249.875000 Penalty: 4665.452148
	Iteration 50Q: 3 clusters Score -1317250 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1317264.500000 Penalty: 4665.452148
	Iteration 51Q: 3 clusters Score -1317264 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1317274.625000 Penalty: 4665.452148
	Iteration 52Q: 3 clusters Score -1317275 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1317288.875000 Penalty: 4665.452148
	Iteration 53Q: 3 clusters Score -1317289 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1317301.875000 Penalty: 4665.452148
	Iteration 54Q: 3 clusters Score -1317302 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1317317.000000 Penalty: 4665.452148
	Iteration 55Q: 3 clusters Score -1317317 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1317323.875000 Penalty: 4665.452148
	Iteration 56Q: 3 clusters Score -1317324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1317325.875000 Penalty: 4665.452148
	Iteration 57Q: 3 clusters Score -1317326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1317325.375000 Penalty: 4665.452148
	Iteration 58Q: 3 clusters Score -1317325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1317331.375000 Penalty: 4665.452148
	Iteration 59Q: 3 clusters Score -1317331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1317338.625000 Penalty: 4665.452148
	Iteration 60F: 3 clusters Score -1317339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1317341.750000 Penalty: 4665.452148
	Iteration 61Q: 3 clusters Score -1317342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1317345.375000 Penalty: 4665.452148
	Iteration 62Q: 3 clusters Score -1317345 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1317354.250000 Penalty: 4665.452148
	Iteration 63Q: 3 clusters Score -1317354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1317358.125000 Penalty: 4665.452148
	Iteration 64Q: 3 clusters Score -1317358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1317364.125000 Penalty: 4665.452148
	Iteration 65Q: 3 clusters Score -1317364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1317365.500000 Penalty: 4665.452148
	Iteration 66Q: 3 clusters Score -1317366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1317375.500000 Penalty: 4665.452148
	Iteration 67Q: 3 clusters Score -1317376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1317378.375000 Penalty: 4665.452148
	Iteration 68Q: 3 clusters Score -1317378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1317383.625000 Penalty: 4665.452148
	Iteration 69Q: 3 clusters Score -1317384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1317387.375000 Penalty: 4665.452148
	Iteration 70Q: 3 clusters Score -1317387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1317388.750000 Penalty: 4665.452148
	Iteration 71Q: 3 clusters Score -1317389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1317393.125000 Penalty: 4665.452148
	Iteration 72Q: 3 clusters Score -1317393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1317396.125000 Penalty: 4665.452148
	Iteration 73Q: 3 clusters Score -1317396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1317400.000000 Penalty: 4665.452148
	Iteration 74Q: 3 clusters Score -1317400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1317399.875000 Penalty: 4665.452148
	Iteration 75Q: 3 clusters Score -1317400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1317398.500000 Penalty: 4665.452148
	Iteration 76Q: 3 clusters Score -1317398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1317400.000000 Penalty: 4665.452148
	Iteration 77Q: 3 clusters Score -1317400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1317397.375000 Penalty: 4665.452148
	Iteration 78Q: 3 clusters Score -1317397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1317400.625000 Penalty: 4665.452148
	Iteration 79Q: 3 clusters Score -1317401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1317400.750000 Penalty: 4665.452148
	Iteration 80F: 3 clusters Score -1317401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1317400.125000 Penalty: 4665.452148
	Iteration 81Q: 3 clusters Score -1317400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1317398.125000 Penalty: 4665.452148
	Iteration 82Q: 3 clusters Score -1317398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1317399.875000 Penalty: 4665.452148
	Iteration 83Q: 3 clusters Score -1317400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1317400.500000 Penalty: 4665.452148
	Iteration 84Q: 3 clusters Score -1317400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1317399.125000 Penalty: 4665.452148
	Iteration 85Q: 3 clusters Score -1317399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1317400.250000 Penalty: 4665.452148
	Iteration 86Q: 3 clusters Score -1317400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1317400.250000 Penalty: 4665.452148
	Iteration 87Q: 3 clusters Score -1317400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1317402.750000 Penalty: 4665.452148
	Iteration 88Q: 3 clusters Score -1317403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1317401.375000 Penalty: 4665.452148
	Iteration 89Q: 3 clusters Score -1317401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1317401.500000 Penalty: 4665.452148
	Iteration 90Q: 3 clusters Score -1317402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1317400.875000 Penalty: 4665.452148
	Iteration 91Q: 3 clusters Score -1317401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1317399.250000 Penalty: 4665.452148
	Iteration 92Q: 3 clusters Score -1317399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1317401.375000 Penalty: 4665.452148
	Iteration 93Q: 3 clusters Score -1317401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1317403.250000 Penalty: 4665.452148
	Iteration 94Q: 3 clusters Score -1317403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1317405.750000 Penalty: 4665.452148
	Iteration 95Q: 3 clusters Score -1317406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1317404.375000 Penalty: 4665.452148
	Iteration 96Q: 3 clusters Score -1317404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1317404.500000 Penalty: 4665.452148
	Iteration 97Q: 3 clusters Score -1317404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1317405.000000 Penalty: 4665.452148
	Iteration 98Q: 3 clusters Score -1317405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1317403.875000 Penalty: 4665.452148
	Iteration 99Q: 3 clusters Score -1317404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1317403.875000 Penalty: 4665.452148
	Iteration 100F: 3 clusters Score -1317404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (27671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Entering Unmasked Estep 
Score: -3032412.250000 Penalty: 2536.578613
	Iteration 0F: 2 clusters Score -3032412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -3013369.500000 Penalty: 5073.157227
	Iteration 0F: 3 clusters Score -3013370 nChanged 12499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -3020040.500000 Penalty: 5073.157227
	Iteration 1F: 3 clusters Score -3020040 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -3020448.500000 Penalty: 5073.157227
	Iteration 2Q: 3 clusters Score -3020448 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -3020887.500000 Penalty: 5073.157227
	Iteration 3Q: 3 clusters Score -3020888 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -3021361.000000 Penalty: 5073.157227
	Iteration 4Q: 3 clusters Score -3021361 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -3021916.500000 Penalty: 5073.157227
	Iteration 5Q: 3 clusters Score -3021916 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -3022586.000000 Penalty: 5073.157227
	Iteration 6Q: 3 clusters Score -3022586 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -3023436.500000 Penalty: 5073.157227
	Iteration 7F: 3 clusters Score -3023436 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -3024438.500000 Penalty: 5073.157227
	Iteration 8F: 3 clusters Score -3024438 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -3025482.750000 Penalty: 5073.157227
	Iteration 9F: 3 clusters Score -3025483 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -3026533.500000 Penalty: 5073.157227
	Iteration 10Q: 3 clusters Score -3026534 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -3027461.500000 Penalty: 5073.157227
	Iteration 11Q: 3 clusters Score -3027462 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -3028278.000000 Penalty: 5073.157227
	Iteration 12Q: 3 clusters Score -3028278 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -3028919.250000 Penalty: 5073.157227
	Iteration 13Q: 3 clusters Score -3028919 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -3029407.000000 Penalty: 5073.157227
	Iteration 14Q: 3 clusters Score -3029407 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -3029745.000000 Penalty: 5073.157227
	Iteration 15Q: 3 clusters Score -3029745 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -3029967.000000 Penalty: 5073.157227
	Iteration 16Q: 3 clusters Score -3029967 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -3030100.750000 Penalty: 5073.157227
	Iteration 17Q: 3 clusters Score -3030101 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -3030180.000000 Penalty: 5073.157227
	Iteration 18Q: 3 clusters Score -3030180 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -3030215.750000 Penalty: 5073.157227
	Iteration 19Q: 3 clusters Score -3030216 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -3030228.750000 Penalty: 5073.157227
	Iteration 20F: 3 clusters Score -3030229 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -3030238.500000 Penalty: 5073.157227
	Iteration 21Q: 3 clusters Score -3030238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -3030251.250000 Penalty: 5073.157227
	Iteration 22Q: 3 clusters Score -3030251 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -3030264.750000 Penalty: 5073.157227
	Iteration 23Q: 3 clusters Score -3030265 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -3030271.750000 Penalty: 5073.157227
	Iteration 24Q: 3 clusters Score -3030272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -3030272.750000 Penalty: 5073.157227
	Iteration 25Q: 3 clusters Score -3030273 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -3030274.000000 Penalty: 5073.157227
	Iteration 26Q: 3 clusters Score -3030274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -3030285.250000 Penalty: 5073.157227
	Iteration 27Q: 3 clusters Score -3030285 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -3030292.250000 Penalty: 5073.157227
	Iteration 28Q: 3 clusters Score -3030292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -3030295.750000 Penalty: 5073.157227
	Iteration 29Q: 3 clusters Score -3030296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -3030295.500000 Penalty: 5073.157227
	Iteration 30Q: 3 clusters Score -3030296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -3030296.000000 Penalty: 5073.157227
	Iteration 31Q: 3 clusters Score -3030296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -3030290.000000 Penalty: 5073.157227
	Iteration 32Q: 3 clusters Score -3030290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -3030289.500000 Penalty: 5073.157227
	Iteration 33Q: 3 clusters Score -3030290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -3030293.750000 Penalty: 5073.157227
	Iteration 34Q: 3 clusters Score -3030294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -3030293.750000 Penalty: 5073.157227
	Iteration 35F: 3 clusters Score -3030294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (20071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Entering Unmasked Estep 
Score: -2188453.000000 Penalty: 2456.943604
	Iteration 0F: 2 clusters Score -2188453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -2174278.750000 Penalty: 4913.887207
	Iteration 0F: 3 clusters Score -2174279 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2178975.500000 Penalty: 4913.887207
	Iteration 1F: 3 clusters Score -2178976 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2179362.250000 Penalty: 4913.887207
	Iteration 2F: 3 clusters Score -2179362 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -2179754.000000 Penalty: 4913.887207
	Iteration 3Q: 3 clusters Score -2179754 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2180118.750000 Penalty: 4913.887207
	Iteration 4Q: 3 clusters Score -2180119 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2180531.750000 Penalty: 4913.887207
	Iteration 5Q: 3 clusters Score -2180532 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -2181026.000000 Penalty: 4913.887207
	Iteration 6Q: 3 clusters Score -2181026 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -2181615.500000 Penalty: 4913.887207
	Iteration 7F: 3 clusters Score -2181616 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2182249.750000 Penalty: 4913.887207
	Iteration 8F: 3 clusters Score -2182250 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2182916.500000 Penalty: 4913.887207
	Iteration 9F: 3 clusters Score -2182916 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2183591.750000 Penalty: 4913.887207
	Iteration 10F: 3 clusters Score -2183592 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -2184193.250000 Penalty: 4913.887207
	Iteration 11Q: 3 clusters Score -2184193 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2184674.750000 Penalty: 4913.887207
	Iteration 12Q: 3 clusters Score -2184675 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2185051.500000 Penalty: 4913.887207
	Iteration 13Q: 3 clusters Score -2185052 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -2185340.000000 Penalty: 4913.887207
	Iteration 14Q: 3 clusters Score -2185340 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -2185537.000000 Penalty: 4913.887207
	Iteration 15Q: 3 clusters Score -2185537 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2185700.750000 Penalty: 4913.887207
	Iteration 16Q: 3 clusters Score -2185701 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2185867.500000 Penalty: 4913.887207
	Iteration 17Q: 3 clusters Score -2185868 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2186018.500000 Penalty: 4913.887207
	Iteration 18Q: 3 clusters Score -2186018 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -2186192.250000 Penalty: 4913.887207
	Iteration 19Q: 3 clusters Score -2186192 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2186333.750000 Penalty: 4913.887207
	Iteration 20F: 3 clusters Score -2186334 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -2186426.750000 Penalty: 4913.887207
	Iteration 21Q: 3 clusters Score -2186427 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2186498.500000 Penalty: 4913.887207
	Iteration 22Q: 3 clusters Score -2186498 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2186563.750000 Penalty: 4913.887207
	Iteration 23Q: 3 clusters Score -2186564 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2186601.500000 Penalty: 4913.887207
	Iteration 24Q: 3 clusters Score -2186602 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -2186641.750000 Penalty: 4913.887207
	Iteration 25Q: 3 clusters Score -2186642 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -2186672.750000 Penalty: 4913.887207
	Iteration 26Q: 3 clusters Score -2186673 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2186690.250000 Penalty: 4913.887207
	Iteration 27Q: 3 clusters Score -2186690 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2186716.750000 Penalty: 4913.887207
	Iteration 28Q: 3 clusters Score -2186717 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -2186744.500000 Penalty: 4913.887207
	Iteration 29Q: 3 clusters Score -2186744 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -2186759.750000 Penalty: 4913.887207
	Iteration 30Q: 3 clusters Score -2186760 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2186783.000000 Penalty: 4913.887207
	Iteration 31Q: 3 clusters Score -2186783 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2186796.250000 Penalty: 4913.887207
	Iteration 32Q: 3 clusters Score -2186796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -2186806.750000 Penalty: 4913.887207
	Iteration 33Q: 3 clusters Score -2186807 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2186823.750000 Penalty: 4913.887207
	Iteration 34Q: 3 clusters Score -2186824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2186836.750000 Penalty: 4913.887207
	Iteration 35Q: 3 clusters Score -2186837 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2186851.500000 Penalty: 4913.887207
	Iteration 36Q: 3 clusters Score -2186852 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -2186877.500000 Penalty: 4913.887207
	Iteration 37Q: 3 clusters Score -2186878 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2186894.500000 Penalty: 4913.887207
	Iteration 38Q: 3 clusters Score -2186894 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2186913.000000 Penalty: 4913.887207
	Iteration 39Q: 3 clusters Score -2186913 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -2186925.250000 Penalty: 4913.887207
	Iteration 40F: 3 clusters Score -2186925 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2186943.500000 Penalty: 4913.887207
	Iteration 41Q: 3 clusters Score -2186944 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2186970.000000 Penalty: 4913.887207
	Iteration 42Q: 3 clusters Score -2186970 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2186996.750000 Penalty: 4913.887207
	Iteration 43Q: 3 clusters Score -2186997 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -2187031.000000 Penalty: 4913.887207
	Iteration 44Q: 3 clusters Score -2187031 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2187067.000000 Penalty: 4913.887207
	Iteration 45Q: 3 clusters Score -2187067 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -2187093.500000 Penalty: 4913.887207
	Iteration 46Q: 3 clusters Score -2187094 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2187132.500000 Penalty: 4913.887207
	Iteration 47Q: 3 clusters Score -2187132 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2187155.250000 Penalty: 4913.887207
	Iteration 48Q: 3 clusters Score -2187155 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2187185.750000 Penalty: 4913.887207
	Iteration 49Q: 3 clusters Score -2187186 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2187207.250000 Penalty: 4913.887207
	Iteration 50Q: 3 clusters Score -2187207 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2187224.500000 Penalty: 4913.887207
	Iteration 51Q: 3 clusters Score -2187224 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -2187239.000000 Penalty: 4913.887207
	Iteration 52Q: 3 clusters Score -2187239 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2187246.500000 Penalty: 4913.887207
	Iteration 53Q: 3 clusters Score -2187246 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2187256.250000 Penalty: 4913.887207
	Iteration 54Q: 3 clusters Score -2187256 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2187264.500000 Penalty: 4913.887207
	Iteration 55Q: 3 clusters Score -2187264 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2187274.500000 Penalty: 4913.887207
	Iteration 56Q: 3 clusters Score -2187274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -2187283.000000 Penalty: 4913.887207
	Iteration 57Q: 3 clusters Score -2187283 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2187292.000000 Penalty: 4913.887207
	Iteration 58Q: 3 clusters Score -2187292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2187295.250000 Penalty: 4913.887207
	Iteration 59Q: 3 clusters Score -2187295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -2187302.250000 Penalty: 4913.887207
	Iteration 60F: 3 clusters Score -2187302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2187308.000000 Penalty: 4913.887207
	Iteration 61Q: 3 clusters Score -2187308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -2187311.250000 Penalty: 4913.887207
	Iteration 62Q: 3 clusters Score -2187311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -2187316.250000 Penalty: 4913.887207
	Iteration 63Q: 3 clusters Score -2187316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -2187322.250000 Penalty: 4913.887207
	Iteration 64Q: 3 clusters Score -2187322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2187325.250000 Penalty: 4913.887207
	Iteration 65Q: 3 clusters Score -2187325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -2187330.000000 Penalty: 4913.887207
	Iteration 66Q: 3 clusters Score -2187330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2187335.000000 Penalty: 4913.887207
	Iteration 67Q: 3 clusters Score -2187335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2187338.000000 Penalty: 4913.887207
	Iteration 68Q: 3 clusters Score -2187338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2187338.250000 Penalty: 4913.887207
	Iteration 69Q: 3 clusters Score -2187338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -2187334.250000 Penalty: 4913.887207
	Iteration 70Q: 3 clusters Score -2187334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2187332.250000 Penalty: 4913.887207
	Iteration 71Q: 3 clusters Score -2187332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -2187331.000000 Penalty: 4913.887207
	Iteration 72Q: 3 clusters Score -2187331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2187332.500000 Penalty: 4913.887207
	Iteration 73Q: 3 clusters Score -2187332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2187332.500000 Penalty: 4913.887207
	Iteration 74F: 3 clusters Score -2187332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Entering Unmasked Estep 
Score: -244680.875000 Penalty: 1908.209351
	Iteration 0F: 2 clusters Score -244680.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -241956.546875 Penalty: 3816.418701
	Iteration 0F: 3 clusters Score -241956.5 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -242444.750000 Penalty: 3816.418701
	Iteration 1F: 3 clusters Score -242444.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -242571.578125 Penalty: 3816.418701
	Iteration 2F: 3 clusters Score -242571.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -242623.468750 Penalty: 3816.418701
	Iteration 3Q: 3 clusters Score -242623.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -242658.843750 Penalty: 3816.418701
	Iteration 4Q: 3 clusters Score -242658.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -242681.921875 Penalty: 3816.418701
	Iteration 5Q: 3 clusters Score -242681.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -242698.187500 Penalty: 3816.418701
	Iteration 6Q: 3 clusters Score -242698.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -242707.656250 Penalty: 3816.418701
	Iteration 7Q: 3 clusters Score -242707.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -242716.093750 Penalty: 3816.418701
	Iteration 8Q: 3 clusters Score -242716.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -242724.078125 Penalty: 3816.418701
	Iteration 9Q: 3 clusters Score -242724.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -242729.171875 Penalty: 3816.418701
	Iteration 10Q: 3 clusters Score -242729.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -242733.906250 Penalty: 3816.418701
	Iteration 11Q: 3 clusters Score -242733.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -242737.156250 Penalty: 3816.418701
	Iteration 12Q: 3 clusters Score -242737.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -242740.312500 Penalty: 3816.418701
	Iteration 13Q: 3 clusters Score -242740.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -242743.875000 Penalty: 3816.418701
	Iteration 14Q: 3 clusters Score -242743.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -242747.718750 Penalty: 3816.418701
	Iteration 15Q: 3 clusters Score -242747.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -242754.140625 Penalty: 3816.418701
	Iteration 16Q: 3 clusters Score -242754.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -242761.875000 Penalty: 3816.418701
	Iteration 17Q: 3 clusters Score -242761.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -242768.390625 Penalty: 3816.418701
	Iteration 18Q: 3 clusters Score -242768.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -242773.468750 Penalty: 3816.418701
	Iteration 19Q: 3 clusters Score -242773.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -242776.453125 Penalty: 3816.418701
	Iteration 20F: 3 clusters Score -242776.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -242779.125000 Penalty: 3816.418701
	Iteration 21Q: 3 clusters Score -242779.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -242783.234375 Penalty: 3816.418701
	Iteration 22Q: 3 clusters Score -242783.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -242786.937500 Penalty: 3816.418701
	Iteration 23Q: 3 clusters Score -242786.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -242789.328125 Penalty: 3816.418701
	Iteration 24Q: 3 clusters Score -242789.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -242790.968750 Penalty: 3816.418701
	Iteration 25Q: 3 clusters Score -242791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -242793.578125 Penalty: 3816.418701
	Iteration 26Q: 3 clusters Score -242793.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -242795.703125 Penalty: 3816.418701
	Iteration 27Q: 3 clusters Score -242795.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -242797.281250 Penalty: 3816.418701
	Iteration 28Q: 3 clusters Score -242797.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -242798.781250 Penalty: 3816.418701
	Iteration 29Q: 3 clusters Score -242798.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -242800.921875 Penalty: 3816.418701
	Iteration 30Q: 3 clusters Score -242800.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -242802.187500 Penalty: 3816.418701
	Iteration 31Q: 3 clusters Score -242802.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -242802.421875 Penalty: 3816.418701
	Iteration 32Q: 3 clusters Score -242802.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -242802.421875 Penalty: 3816.418701
	Iteration 33F: 3 clusters Score -242802.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Entering Unmasked Estep 
Score: -960480.062500 Penalty: 2255.208496
	Iteration 0F: 2 clusters Score -960480.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -953470.875000 Penalty: 4510.416992
	Iteration 0F: 3 clusters Score -953470.9 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -955442.750000 Penalty: 4510.416992
	Iteration 1F: 3 clusters Score -955442.8 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -955741.437500 Penalty: 4510.416992
	Iteration 2F: 3 clusters Score -955741.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -955945.937500 Penalty: 4510.416992
	Iteration 3F: 3 clusters Score -955945.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -956117.250000 Penalty: 4510.416992
	Iteration 4Q: 3 clusters Score -956117.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -956279.687500 Penalty: 4510.416992
	Iteration 5Q: 3 clusters Score -956279.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -956438.000000 Penalty: 4510.416992
	Iteration 6Q: 3 clusters Score -956438 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -956580.000000 Penalty: 4510.416992
	Iteration 7Q: 3 clusters Score -956580 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -956730.000000 Penalty: 4510.416992
	Iteration 8Q: 3 clusters Score -956730 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -956904.062500 Penalty: 4510.416992
	Iteration 9Q: 3 clusters Score -956904.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -957088.000000 Penalty: 4510.416992
	Iteration 10Q: 3 clusters Score -957088 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -957229.187500 Penalty: 4510.416992
	Iteration 11Q: 3 clusters Score -957229.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -957351.750000 Penalty: 4510.416992
	Iteration 12Q: 3 clusters Score -957351.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -957468.062500 Penalty: 4510.416992
	Iteration 13Q: 3 clusters Score -957468.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -957586.500000 Penalty: 4510.416992
	Iteration 14Q: 3 clusters Score -957586.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -957747.875000 Penalty: 4510.416992
	Iteration 15Q: 3 clusters Score -957747.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -957979.125000 Penalty: 4510.416992
	Iteration 16Q: 3 clusters Score -957979.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -958223.250000 Penalty: 4510.416992
	Iteration 17Q: 3 clusters Score -958223.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -958451.562500 Penalty: 4510.416992
	Iteration 18Q: 3 clusters Score -958451.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -958654.750000 Penalty: 4510.416992
	Iteration 19Q: 3 clusters Score -958654.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -958835.062500 Penalty: 4510.416992
	Iteration 20F: 3 clusters Score -958835.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -959016.250000 Penalty: 4510.416992
	Iteration 21Q: 3 clusters Score -959016.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -959165.625000 Penalty: 4510.416992
	Iteration 22Q: 3 clusters Score -959165.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -959300.937500 Penalty: 4510.416992
	Iteration 23Q: 3 clusters Score -959300.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -959405.812500 Penalty: 4510.416992
	Iteration 24Q: 3 clusters Score -959405.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -959461.812500 Penalty: 4510.416992
	Iteration 25Q: 3 clusters Score -959461.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -959487.812500 Penalty: 4510.416992
	Iteration 26Q: 3 clusters Score -959487.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -959502.437500 Penalty: 4510.416992
	Iteration 27Q: 3 clusters Score -959502.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -959507.312500 Penalty: 4510.416992
	Iteration 28Q: 3 clusters Score -959507.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -959511.812500 Penalty: 4510.416992
	Iteration 29Q: 3 clusters Score -959511.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -959513.375000 Penalty: 4510.416992
	Iteration 30Q: 3 clusters Score -959513.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -959512.812500 Penalty: 4510.416992
	Iteration 31Q: 3 clusters Score -959512.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -959513.875000 Penalty: 4510.416992
	Iteration 32Q: 3 clusters Score -959513.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -959514.937500 Penalty: 4510.416992
	Iteration 33Q: 3 clusters Score -959514.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -959514.937500 Penalty: 4510.416992
	Iteration 34F: 3 clusters Score -959514.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Entering Unmasked Estep 
Score: -361530.593750 Penalty: 2017.129761
	Iteration 0F: 2 clusters Score -361530.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -358017.093750 Penalty: 4034.259521
	Iteration 0F: 3 clusters Score -358017.1 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -358753.781250 Penalty: 4034.259521
	Iteration 1F: 3 clusters Score -358753.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -358973.000000 Penalty: 4034.259521
	Iteration 2F: 3 clusters Score -358973 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -359129.125000 Penalty: 4034.259521
	Iteration 3F: 3 clusters Score -359129.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -359246.562500 Penalty: 4034.259521
	Iteration 4Q: 3 clusters Score -359246.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -359354.531250 Penalty: 4034.259521
	Iteration 5Q: 3 clusters Score -359354.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -359458.437500 Penalty: 4034.259521
	Iteration 6Q: 3 clusters Score -359458.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -359546.625000 Penalty: 4034.259521
	Iteration 7Q: 3 clusters Score -359546.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -359632.218750 Penalty: 4034.259521
	Iteration 8Q: 3 clusters Score -359632.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -359713.906250 Penalty: 4034.259521
	Iteration 9Q: 3 clusters Score -359713.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -359795.812500 Penalty: 4034.259521
	Iteration 10Q: 3 clusters Score -359795.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -359867.250000 Penalty: 4034.259521
	Iteration 11Q: 3 clusters Score -359867.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -359922.968750 Penalty: 4034.259521
	Iteration 12Q: 3 clusters Score -359923 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -359962.437500 Penalty: 4034.259521
	Iteration 13Q: 3 clusters Score -359962.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -359988.718750 Penalty: 4034.259521
	Iteration 14Q: 3 clusters Score -359988.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -360001.343750 Penalty: 4034.259521
	Iteration 15Q: 3 clusters Score -360001.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -360016.562500 Penalty: 4034.259521
	Iteration 16Q: 3 clusters Score -360016.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -360030.125000 Penalty: 4034.259521
	Iteration 17Q: 3 clusters Score -360030.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -360040.562500 Penalty: 4034.259521
	Iteration 18Q: 3 clusters Score -360040.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -360049.687500 Penalty: 4034.259521
	Iteration 19Q: 3 clusters Score -360049.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -360056.906250 Penalty: 4034.259521
	Iteration 20F: 3 clusters Score -360056.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -360063.843750 Penalty: 4034.259521
	Iteration 21Q: 3 clusters Score -360063.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -360068.281250 Penalty: 4034.259521
	Iteration 22Q: 3 clusters Score -360068.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -360074.531250 Penalty: 4034.259521
	Iteration 23Q: 3 clusters Score -360074.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -360080.093750 Penalty: 4034.259521
	Iteration 24Q: 3 clusters Score -360080.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -360082.687500 Penalty: 4034.259521
	Iteration 25Q: 3 clusters Score -360082.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -360087.312500 Penalty: 4034.259521
	Iteration 26Q: 3 clusters Score -360087.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -360090.500000 Penalty: 4034.259521
	Iteration 27Q: 3 clusters Score -360090.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -360093.750000 Penalty: 4034.259521
	Iteration 28Q: 3 clusters Score -360093.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -360095.250000 Penalty: 4034.259521
	Iteration 29Q: 3 clusters Score -360095.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -360095.437500 Penalty: 4034.259521
	Iteration 30Q: 3 clusters Score -360095.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -360096.718750 Penalty: 4034.259521
	Iteration 31Q: 3 clusters Score -360096.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -360097.093750 Penalty: 4034.259521
	Iteration 32Q: 3 clusters Score -360097.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -360097.093750 Penalty: 4034.259521
	Iteration 33F: 3 clusters Score -360097.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Entering Unmasked Estep 
Score: -1637283.750000 Penalty: 2413.252930
	Iteration 0F: 2 clusters Score -1637284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1625233.750000 Penalty: 4826.505859
	Iteration 0F: 3 clusters Score -1625234 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1629405.125000 Penalty: 4826.505859
	Iteration 1F: 3 clusters Score -1629405 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1630094.000000 Penalty: 4826.505859
	Iteration 2F: 3 clusters Score -1630094 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1630762.625000 Penalty: 4826.505859
	Iteration 3F: 3 clusters Score -1630763 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1631354.125000 Penalty: 4826.505859
	Iteration 4F: 3 clusters Score -1631354 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1631806.750000 Penalty: 4826.505859
	Iteration 5F: 3 clusters Score -1631807 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1632223.125000 Penalty: 4826.505859
	Iteration 6Q: 3 clusters Score -1632223 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1632617.000000 Penalty: 4826.505859
	Iteration 7Q: 3 clusters Score -1632617 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1632960.750000 Penalty: 4826.505859
	Iteration 8Q: 3 clusters Score -1632961 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1633277.375000 Penalty: 4826.505859
	Iteration 9Q: 3 clusters Score -1633277 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1633513.000000 Penalty: 4826.505859
	Iteration 10Q: 3 clusters Score -1633513 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1633732.125000 Penalty: 4826.505859
	Iteration 11Q: 3 clusters Score -1633732 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1633942.750000 Penalty: 4826.505859
	Iteration 12Q: 3 clusters Score -1633943 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1634140.625000 Penalty: 4826.505859
	Iteration 13Q: 3 clusters Score -1634141 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1634321.250000 Penalty: 4826.505859
	Iteration 14Q: 3 clusters Score -1634321 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1634453.625000 Penalty: 4826.505859
	Iteration 15Q: 3 clusters Score -1634454 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1634568.750000 Penalty: 4826.505859
	Iteration 16Q: 3 clusters Score -1634569 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1634663.000000 Penalty: 4826.505859
	Iteration 17Q: 3 clusters Score -1634663 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1634752.625000 Penalty: 4826.505859
	Iteration 18Q: 3 clusters Score -1634753 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1634821.000000 Penalty: 4826.505859
	Iteration 19Q: 3 clusters Score -1634821 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1634884.625000 Penalty: 4826.505859
	Iteration 20F: 3 clusters Score -1634885 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1634939.250000 Penalty: 4826.505859
	Iteration 21Q: 3 clusters Score -1634939 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1634990.750000 Penalty: 4826.505859
	Iteration 22Q: 3 clusters Score -1634991 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1635050.875000 Penalty: 4826.505859
	Iteration 23Q: 3 clusters Score -1635051 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1635105.000000 Penalty: 4826.505859
	Iteration 24Q: 3 clusters Score -1635105 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1635155.750000 Penalty: 4826.505859
	Iteration 25Q: 3 clusters Score -1635156 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1635196.125000 Penalty: 4826.505859
	Iteration 26Q: 3 clusters Score -1635196 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1635237.125000 Penalty: 4826.505859
	Iteration 27Q: 3 clusters Score -1635237 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1635277.250000 Penalty: 4826.505859
	Iteration 28Q: 3 clusters Score -1635277 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1635304.500000 Penalty: 4826.505859
	Iteration 29Q: 3 clusters Score -1635304 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1635324.250000 Penalty: 4826.505859
	Iteration 30Q: 3 clusters Score -1635324 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1635339.625000 Penalty: 4826.505859
	Iteration 31Q: 3 clusters Score -1635340 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1635351.750000 Penalty: 4826.505859
	Iteration 32Q: 3 clusters Score -1635352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1635361.375000 Penalty: 4826.505859
	Iteration 33Q: 3 clusters Score -1635361 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1635370.250000 Penalty: 4826.505859
	Iteration 34Q: 3 clusters Score -1635370 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1635381.500000 Penalty: 4826.505859
	Iteration 35Q: 3 clusters Score -1635382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1635386.125000 Penalty: 4826.505859
	Iteration 36Q: 3 clusters Score -1635386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1635397.875000 Penalty: 4826.505859
	Iteration 37Q: 3 clusters Score -1635398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1635405.000000 Penalty: 4826.505859
	Iteration 38Q: 3 clusters Score -1635405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1635408.750000 Penalty: 4826.505859
	Iteration 39Q: 3 clusters Score -1635409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1635413.000000 Penalty: 4826.505859
	Iteration 40F: 3 clusters Score -1635413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1635418.875000 Penalty: 4826.505859
	Iteration 41Q: 3 clusters Score -1635419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1635418.875000 Penalty: 4826.505859
	Iteration 42Q: 3 clusters Score -1635419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1635420.000000 Penalty: 4826.505859
	Iteration 43Q: 3 clusters Score -1635420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1635422.125000 Penalty: 4826.505859
	Iteration 44Q: 3 clusters Score -1635422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1635422.750000 Penalty: 4826.505859
	Iteration 45Q: 3 clusters Score -1635423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1635422.875000 Penalty: 4826.505859
	Iteration 46Q: 3 clusters Score -1635423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1635422.375000 Penalty: 4826.505859
	Iteration 47Q: 3 clusters Score -1635422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1635421.750000 Penalty: 4826.505859
	Iteration 48Q: 3 clusters Score -1635422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1635421.500000 Penalty: 4826.505859
	Iteration 49Q: 3 clusters Score -1635422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1635423.875000 Penalty: 4826.505859
	Iteration 50Q: 3 clusters Score -1635424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1635423.375000 Penalty: 4826.505859
	Iteration 51Q: 3 clusters Score -1635423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1635423.750000 Penalty: 4826.505859
	Iteration 52Q: 3 clusters Score -1635424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1635423.500000 Penalty: 4826.505859
	Iteration 53Q: 3 clusters Score -1635424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1635424.625000 Penalty: 4826.505859
	Iteration 54Q: 3 clusters Score -1635425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1635428.500000 Penalty: 4826.505859
	Iteration 55Q: 3 clusters Score -1635428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1635429.375000 Penalty: 4826.505859
	Iteration 56Q: 3 clusters Score -1635429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1635433.250000 Penalty: 4826.505859
	Iteration 57Q: 3 clusters Score -1635433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1635435.500000 Penalty: 4826.505859
	Iteration 58Q: 3 clusters Score -1635436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1635433.500000 Penalty: 4826.505859
	Iteration 59Q: 3 clusters Score -1635434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1635435.875000 Penalty: 4826.505859
	Iteration 60F: 3 clusters Score -1635436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1635438.000000 Penalty: 4826.505859
	Iteration 61Q: 3 clusters Score -1635438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1635436.500000 Penalty: 4826.505859
	Iteration 62Q: 3 clusters Score -1635436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1635436.500000 Penalty: 4826.505859
	Iteration 63F: 3 clusters Score -1635436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -20697.304688 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -20697.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19518.787109 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -19518.79 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19679.464844 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -19679.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19749.664062 Penalty: 2822.418457
	Iteration 2F: 3 clusters Score -19749.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19809.582031 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -19809.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19831.322266 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -19831.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19843.115234 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -19843.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19860.519531 Penalty: 2822.418457
	Iteration 6Q: 3 clusters Score -19860.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -19870.630859 Penalty: 2822.418457
	Iteration 7Q: 3 clusters Score -19870.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19872.982422 Penalty: 2822.418457
	Iteration 8Q: 3 clusters Score -19872.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -19878.091797 Penalty: 2822.418457
	Iteration 9Q: 3 clusters Score -19878.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -19883.011719 Penalty: 2822.418457
	Iteration 10Q: 3 clusters Score -19883.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19887.220703 Penalty: 2822.418457
	Iteration 11Q: 3 clusters Score -19887.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19888.546875 Penalty: 2822.418457
	Iteration 12Q: 3 clusters Score -19888.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19888.546875 Penalty: 2822.418457
	Iteration 13F: 3 clusters Score -19888.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (3639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Entering Unmasked Estep 
Score: -394426.687500 Penalty: 2033.467041
	Iteration 0F: 2 clusters Score -394426.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -390790.250000 Penalty: 4066.934082
	Iteration 0F: 3 clusters Score -390790.2 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -391583.875000 Penalty: 4066.934082
	Iteration 1F: 3 clusters Score -391583.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -391753.843750 Penalty: 4066.934082
	Iteration 2F: 3 clusters Score -391753.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -391864.031250 Penalty: 4066.934082
	Iteration 3Q: 3 clusters Score -391864 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -391934.718750 Penalty: 4066.934082
	Iteration 4Q: 3 clusters Score -391934.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -391990.500000 Penalty: 4066.934082
	Iteration 5Q: 3 clusters Score -391990.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -392033.781250 Penalty: 4066.934082
	Iteration 6Q: 3 clusters Score -392033.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -392079.781250 Penalty: 4066.934082
	Iteration 7Q: 3 clusters Score -392079.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -392121.437500 Penalty: 4066.934082
	Iteration 8Q: 3 clusters Score -392121.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -392154.500000 Penalty: 4066.934082
	Iteration 9Q: 3 clusters Score -392154.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -392180.312500 Penalty: 4066.934082
	Iteration 10Q: 3 clusters Score -392180.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -392205.125000 Penalty: 4066.934082
	Iteration 11Q: 3 clusters Score -392205.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -392229.343750 Penalty: 4066.934082
	Iteration 12Q: 3 clusters Score -392229.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -392258.062500 Penalty: 4066.934082
	Iteration 13Q: 3 clusters Score -392258.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -392289.593750 Penalty: 4066.934082
	Iteration 14Q: 3 clusters Score -392289.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -392316.468750 Penalty: 4066.934082
	Iteration 15Q: 3 clusters Score -392316.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -392335.031250 Penalty: 4066.934082
	Iteration 16Q: 3 clusters Score -392335 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -392362.125000 Penalty: 4066.934082
	Iteration 17Q: 3 clusters Score -392362.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -392387.375000 Penalty: 4066.934082
	Iteration 18Q: 3 clusters Score -392387.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -392404.125000 Penalty: 4066.934082
	Iteration 19Q: 3 clusters Score -392404.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -392418.468750 Penalty: 4066.934082
	Iteration 20F: 3 clusters Score -392418.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -392432.781250 Penalty: 4066.934082
	Iteration 21Q: 3 clusters Score -392432.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -392444.437500 Penalty: 4066.934082
	Iteration 22Q: 3 clusters Score -392444.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -392456.218750 Penalty: 4066.934082
	Iteration 23Q: 3 clusters Score -392456.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -392465.031250 Penalty: 4066.934082
	Iteration 24Q: 3 clusters Score -392465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -392477.781250 Penalty: 4066.934082
	Iteration 25Q: 3 clusters Score -392477.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -392489.656250 Penalty: 4066.934082
	Iteration 26Q: 3 clusters Score -392489.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -392502.187500 Penalty: 4066.934082
	Iteration 27Q: 3 clusters Score -392502.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -392515.250000 Penalty: 4066.934082
	Iteration 28Q: 3 clusters Score -392515.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -392523.156250 Penalty: 4066.934082
	Iteration 29Q: 3 clusters Score -392523.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -392532.125000 Penalty: 4066.934082
	Iteration 30Q: 3 clusters Score -392532.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -392536.187500 Penalty: 4066.934082
	Iteration 31Q: 3 clusters Score -392536.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -392539.687500 Penalty: 4066.934082
	Iteration 32Q: 3 clusters Score -392539.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -392543.093750 Penalty: 4066.934082
	Iteration 33Q: 3 clusters Score -392543.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -392543.812500 Penalty: 4066.934082
	Iteration 34Q: 3 clusters Score -392543.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -392544.875000 Penalty: 4066.934082
	Iteration 35Q: 3 clusters Score -392544.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -392546.968750 Penalty: 4066.934082
	Iteration 36Q: 3 clusters Score -392547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -392552.031250 Penalty: 4066.934082
	Iteration 37Q: 3 clusters Score -392552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -392561.125000 Penalty: 4066.934082
	Iteration 38Q: 3 clusters Score -392561.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -392569.562500 Penalty: 4066.934082
	Iteration 39Q: 3 clusters Score -392569.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -392578.406250 Penalty: 4066.934082
	Iteration 40F: 3 clusters Score -392578.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -392583.218750 Penalty: 4066.934082
	Iteration 41Q: 3 clusters Score -392583.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -392588.718750 Penalty: 4066.934082
	Iteration 42Q: 3 clusters Score -392588.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -392592.000000 Penalty: 4066.934082
	Iteration 43Q: 3 clusters Score -392592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -392593.406250 Penalty: 4066.934082
	Iteration 44Q: 3 clusters Score -392593.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -392594.562500 Penalty: 4066.934082
	Iteration 45Q: 3 clusters Score -392594.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -392596.906250 Penalty: 4066.934082
	Iteration 46Q: 3 clusters Score -392596.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -392598.656250 Penalty: 4066.934082
	Iteration 47Q: 3 clusters Score -392598.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -392600.843750 Penalty: 4066.934082
	Iteration 48Q: 3 clusters Score -392600.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -392601.187500 Penalty: 4066.934082
	Iteration 49Q: 3 clusters Score -392601.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -392604.156250 Penalty: 4066.934082
	Iteration 50Q: 3 clusters Score -392604.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -392605.375000 Penalty: 4066.934082
	Iteration 51Q: 3 clusters Score -392605.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -392605.812500 Penalty: 4066.934082
	Iteration 52Q: 3 clusters Score -392605.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -392606.281250 Penalty: 4066.934082
	Iteration 53Q: 3 clusters Score -392606.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -392606.281250 Penalty: 4066.934082
	Iteration 54F: 3 clusters Score -392606.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (7457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Entering Unmasked Estep 
Score: -800612.125000 Penalty: 2211.393311
	Iteration 0F: 2 clusters Score -800612.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -794542.500000 Penalty: 4422.786621
	Iteration 0F: 3 clusters Score -794542.5 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -796196.812500 Penalty: 4422.786621
	Iteration 1F: 3 clusters Score -796196.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -796506.625000 Penalty: 4422.786621
	Iteration 2F: 3 clusters Score -796506.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -796718.937500 Penalty: 4422.786621
	Iteration 3F: 3 clusters Score -796718.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -796889.062500 Penalty: 4422.786621
	Iteration 4Q: 3 clusters Score -796889.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -797045.875000 Penalty: 4422.786621
	Iteration 5Q: 3 clusters Score -797045.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -797215.187500 Penalty: 4422.786621
	Iteration 6Q: 3 clusters Score -797215.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -797379.750000 Penalty: 4422.786621
	Iteration 7Q: 3 clusters Score -797379.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -797536.937500 Penalty: 4422.786621
	Iteration 8Q: 3 clusters Score -797536.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -797674.437500 Penalty: 4422.786621
	Iteration 9Q: 3 clusters Score -797674.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -797801.687500 Penalty: 4422.786621
	Iteration 10Q: 3 clusters Score -797801.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -797932.375000 Penalty: 4422.786621
	Iteration 11Q: 3 clusters Score -797932.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -798052.687500 Penalty: 4422.786621
	Iteration 12Q: 3 clusters Score -798052.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -798176.500000 Penalty: 4422.786621
	Iteration 13Q: 3 clusters Score -798176.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -798276.812500 Penalty: 4422.786621
	Iteration 14Q: 3 clusters Score -798276.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -798360.375000 Penalty: 4422.786621
	Iteration 15Q: 3 clusters Score -798360.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -798440.937500 Penalty: 4422.786621
	Iteration 16Q: 3 clusters Score -798440.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -798507.687500 Penalty: 4422.786621
	Iteration 17Q: 3 clusters Score -798507.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -798562.062500 Penalty: 4422.786621
	Iteration 18Q: 3 clusters Score -798562.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -798607.250000 Penalty: 4422.786621
	Iteration 19Q: 3 clusters Score -798607.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -798640.375000 Penalty: 4422.786621
	Iteration 20F: 3 clusters Score -798640.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -798669.687500 Penalty: 4422.786621
	Iteration 21Q: 3 clusters Score -798669.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -798696.500000 Penalty: 4422.786621
	Iteration 22Q: 3 clusters Score -798696.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -798712.687500 Penalty: 4422.786621
	Iteration 23Q: 3 clusters Score -798712.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -798725.875000 Penalty: 4422.786621
	Iteration 24Q: 3 clusters Score -798725.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -798733.062500 Penalty: 4422.786621
	Iteration 25Q: 3 clusters Score -798733.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -798746.687500 Penalty: 4422.786621
	Iteration 26Q: 3 clusters Score -798746.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -798752.875000 Penalty: 4422.786621
	Iteration 27Q: 3 clusters Score -798752.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -798763.687500 Penalty: 4422.786621
	Iteration 28Q: 3 clusters Score -798763.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -798770.375000 Penalty: 4422.786621
	Iteration 29Q: 3 clusters Score -798770.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -798783.312500 Penalty: 4422.786621
	Iteration 30Q: 3 clusters Score -798783.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -798790.062500 Penalty: 4422.786621
	Iteration 31Q: 3 clusters Score -798790.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -798801.625000 Penalty: 4422.786621
	Iteration 32Q: 3 clusters Score -798801.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -798810.375000 Penalty: 4422.786621
	Iteration 33Q: 3 clusters Score -798810.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -798817.125000 Penalty: 4422.786621
	Iteration 34Q: 3 clusters Score -798817.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -798826.625000 Penalty: 4422.786621
	Iteration 35Q: 3 clusters Score -798826.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -798833.750000 Penalty: 4422.786621
	Iteration 36Q: 3 clusters Score -798833.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -798837.000000 Penalty: 4422.786621
	Iteration 37Q: 3 clusters Score -798837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -798842.625000 Penalty: 4422.786621
	Iteration 38Q: 3 clusters Score -798842.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -798846.937500 Penalty: 4422.786621
	Iteration 39Q: 3 clusters Score -798846.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -798849.812500 Penalty: 4422.786621
	Iteration 40F: 3 clusters Score -798849.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -798856.375000 Penalty: 4422.786621
	Iteration 41Q: 3 clusters Score -798856.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -798860.625000 Penalty: 4422.786621
	Iteration 42Q: 3 clusters Score -798860.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -798862.062500 Penalty: 4422.786621
	Iteration 43Q: 3 clusters Score -798862.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -798864.437500 Penalty: 4422.786621
	Iteration 44Q: 3 clusters Score -798864.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -798864.812500 Penalty: 4422.786621
	Iteration 45Q: 3 clusters Score -798864.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -798867.437500 Penalty: 4422.786621
	Iteration 46Q: 3 clusters Score -798867.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -798871.125000 Penalty: 4422.786621
	Iteration 47Q: 3 clusters Score -798871.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -798869.937500 Penalty: 4422.786621
	Iteration 48Q: 3 clusters Score -798869.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -798870.437500 Penalty: 4422.786621
	Iteration 49Q: 3 clusters Score -798870.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -798871.875000 Penalty: 4422.786621
	Iteration 50Q: 3 clusters Score -798871.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -798873.250000 Penalty: 4422.786621
	Iteration 51Q: 3 clusters Score -798873.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -798874.437500 Penalty: 4422.786621
	Iteration 52Q: 3 clusters Score -798874.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -798875.000000 Penalty: 4422.786621
	Iteration 53Q: 3 clusters Score -798875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -798875.937500 Penalty: 4422.786621
	Iteration 54Q: 3 clusters Score -798875.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -798878.500000 Penalty: 4422.786621
	Iteration 55Q: 3 clusters Score -798878.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -798881.562500 Penalty: 4422.786621
	Iteration 56Q: 3 clusters Score -798881.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -798883.187500 Penalty: 4422.786621
	Iteration 57Q: 3 clusters Score -798883.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -798883.562500 Penalty: 4422.786621
	Iteration 58Q: 3 clusters Score -798883.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -798885.125000 Penalty: 4422.786621
	Iteration 59Q: 3 clusters Score -798885.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -798887.312500 Penalty: 4422.786621
	Iteration 60F: 3 clusters Score -798887.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -798889.687500 Penalty: 4422.786621
	Iteration 61Q: 3 clusters Score -798889.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -798889.000000 Penalty: 4422.786621
	Iteration 62Q: 3 clusters Score -798889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -798889.937500 Penalty: 4422.786621
	Iteration 63Q: 3 clusters Score -798889.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -798890.875000 Penalty: 4422.786621
	Iteration 64Q: 3 clusters Score -798890.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -798891.500000 Penalty: 4422.786621
	Iteration 65Q: 3 clusters Score -798891.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -798891.500000 Penalty: 4422.786621
	Iteration 66F: 3 clusters Score -798891.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Entering Unmasked Estep 
Score: -582135.250000 Penalty: 2127.695312
	Iteration 0F: 2 clusters Score -582135.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -577452.437500 Penalty: 4255.390625
	Iteration 0F: 3 clusters Score -577452.4 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -578695.312500 Penalty: 4255.390625
	Iteration 1F: 3 clusters Score -578695.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -579001.687500 Penalty: 4255.390625
	Iteration 2F: 3 clusters Score -579001.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -579261.687500 Penalty: 4255.390625
	Iteration 3F: 3 clusters Score -579261.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -579497.500000 Penalty: 4255.390625
	Iteration 4F: 3 clusters Score -579497.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -579684.875000 Penalty: 4255.390625
	Iteration 5Q: 3 clusters Score -579684.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -579871.250000 Penalty: 4255.390625
	Iteration 6Q: 3 clusters Score -579871.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -580028.812500 Penalty: 4255.390625
	Iteration 7Q: 3 clusters Score -580028.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -580150.125000 Penalty: 4255.390625
	Iteration 8Q: 3 clusters Score -580150.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -580248.000000 Penalty: 4255.390625
	Iteration 9Q: 3 clusters Score -580248 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -580328.625000 Penalty: 4255.390625
	Iteration 10Q: 3 clusters Score -580328.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -580386.812500 Penalty: 4255.390625
	Iteration 11Q: 3 clusters Score -580386.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -580426.812500 Penalty: 4255.390625
	Iteration 12Q: 3 clusters Score -580426.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -580451.312500 Penalty: 4255.390625
	Iteration 13Q: 3 clusters Score -580451.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -580470.625000 Penalty: 4255.390625
	Iteration 14Q: 3 clusters Score -580470.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -580481.562500 Penalty: 4255.390625
	Iteration 15Q: 3 clusters Score -580481.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -580496.250000 Penalty: 4255.390625
	Iteration 16Q: 3 clusters Score -580496.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -580504.375000 Penalty: 4255.390625
	Iteration 17Q: 3 clusters Score -580504.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -580511.937500 Penalty: 4255.390625
	Iteration 18Q: 3 clusters Score -580511.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -580514.437500 Penalty: 4255.390625
	Iteration 19Q: 3 clusters Score -580514.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -580517.000000 Penalty: 4255.390625
	Iteration 20F: 3 clusters Score -580517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -580520.312500 Penalty: 4255.390625
	Iteration 21Q: 3 clusters Score -580520.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -580523.562500 Penalty: 4255.390625
	Iteration 22Q: 3 clusters Score -580523.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -580525.625000 Penalty: 4255.390625
	Iteration 23Q: 3 clusters Score -580525.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -580526.937500 Penalty: 4255.390625
	Iteration 24Q: 3 clusters Score -580526.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -580527.437500 Penalty: 4255.390625
	Iteration 25Q: 3 clusters Score -580527.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -580528.375000 Penalty: 4255.390625
	Iteration 26Q: 3 clusters Score -580528.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -580529.062500 Penalty: 4255.390625
	Iteration 27Q: 3 clusters Score -580529.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -580530.000000 Penalty: 4255.390625
	Iteration 28Q: 3 clusters Score -580530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -580531.187500 Penalty: 4255.390625
	Iteration 29Q: 3 clusters Score -580531.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -580531.000000 Penalty: 4255.390625
	Iteration 30Q: 3 clusters Score -580531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -580529.937500 Penalty: 4255.390625
	Iteration 31Q: 3 clusters Score -580529.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -580529.937500 Penalty: 4255.390625
	Iteration 32F: 3 clusters Score -580529.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -71518.687500 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -71518.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -69820.562500 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -69820.56 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -70068.000000 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -70068 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -70149.460938 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -70149.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -70188.609375 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -70188.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -70204.617188 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -70204.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -70219.585938 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -70219.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -70234.515625 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -70234.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -70242.500000 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -70242.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -70248.109375 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -70248.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -70254.250000 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -70254.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -70255.742188 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -70255.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -70255.742188 Penalty: 3267.424805
	Iteration 11F: 3 clusters Score -70255.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (6038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Entering Unmasked Estep 
Score: -647719.187500 Penalty: 2159.045166
	Iteration 0F: 2 clusters Score -647719.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -642545.250000 Penalty: 4318.090332
	Iteration 0F: 3 clusters Score -642545.2 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -643849.750000 Penalty: 4318.090332
	Iteration 1F: 3 clusters Score -643849.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -644053.250000 Penalty: 4318.090332
	Iteration 2F: 3 clusters Score -644053.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -644170.000000 Penalty: 4318.090332
	Iteration 3Q: 3 clusters Score -644170 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -644272.625000 Penalty: 4318.090332
	Iteration 4Q: 3 clusters Score -644272.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -644353.000000 Penalty: 4318.090332
	Iteration 5Q: 3 clusters Score -644353 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -644421.875000 Penalty: 4318.090332
	Iteration 6Q: 3 clusters Score -644421.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -644497.187500 Penalty: 4318.090332
	Iteration 7Q: 3 clusters Score -644497.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -644571.625000 Penalty: 4318.090332
	Iteration 8Q: 3 clusters Score -644571.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -644636.437500 Penalty: 4318.090332
	Iteration 9Q: 3 clusters Score -644636.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -644724.562500 Penalty: 4318.090332
	Iteration 10Q: 3 clusters Score -644724.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -644820.312500 Penalty: 4318.090332
	Iteration 11Q: 3 clusters Score -644820.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -644928.375000 Penalty: 4318.090332
	Iteration 12Q: 3 clusters Score -644928.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -645039.187500 Penalty: 4318.090332
	Iteration 13Q: 3 clusters Score -645039.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -645135.062500 Penalty: 4318.090332
	Iteration 14Q: 3 clusters Score -645135.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -645238.937500 Penalty: 4318.090332
	Iteration 15Q: 3 clusters Score -645238.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -645332.000000 Penalty: 4318.090332
	Iteration 16Q: 3 clusters Score -645332 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -645406.437500 Penalty: 4318.090332
	Iteration 17Q: 3 clusters Score -645406.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -645485.562500 Penalty: 4318.090332
	Iteration 18Q: 3 clusters Score -645485.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -645553.125000 Penalty: 4318.090332
	Iteration 19Q: 3 clusters Score -645553.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -645599.937500 Penalty: 4318.090332
	Iteration 20F: 3 clusters Score -645599.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -645645.312500 Penalty: 4318.090332
	Iteration 21Q: 3 clusters Score -645645.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -645673.937500 Penalty: 4318.090332
	Iteration 22Q: 3 clusters Score -645673.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -645695.500000 Penalty: 4318.090332
	Iteration 23Q: 3 clusters Score -645695.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -645712.937500 Penalty: 4318.090332
	Iteration 24Q: 3 clusters Score -645712.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -645728.000000 Penalty: 4318.090332
	Iteration 25Q: 3 clusters Score -645728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -645742.812500 Penalty: 4318.090332
	Iteration 26Q: 3 clusters Score -645742.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -645755.187500 Penalty: 4318.090332
	Iteration 27Q: 3 clusters Score -645755.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -645762.000000 Penalty: 4318.090332
	Iteration 28Q: 3 clusters Score -645762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -645768.687500 Penalty: 4318.090332
	Iteration 29Q: 3 clusters Score -645768.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -645771.812500 Penalty: 4318.090332
	Iteration 30Q: 3 clusters Score -645771.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -645775.562500 Penalty: 4318.090332
	Iteration 31Q: 3 clusters Score -645775.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -645777.750000 Penalty: 4318.090332
	Iteration 32Q: 3 clusters Score -645777.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -645784.062500 Penalty: 4318.090332
	Iteration 33Q: 3 clusters Score -645784.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -645786.625000 Penalty: 4318.090332
	Iteration 34Q: 3 clusters Score -645786.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -645789.500000 Penalty: 4318.090332
	Iteration 35Q: 3 clusters Score -645789.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -645791.937500 Penalty: 4318.090332
	Iteration 36Q: 3 clusters Score -645791.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -645796.125000 Penalty: 4318.090332
	Iteration 37Q: 3 clusters Score -645796.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -645798.250000 Penalty: 4318.090332
	Iteration 38Q: 3 clusters Score -645798.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -645799.875000 Penalty: 4318.090332
	Iteration 39Q: 3 clusters Score -645799.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -645801.062500 Penalty: 4318.090332
	Iteration 40F: 3 clusters Score -645801.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -645801.812500 Penalty: 4318.090332
	Iteration 41Q: 3 clusters Score -645801.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -645801.812500 Penalty: 4318.090332
	Iteration 42F: 3 clusters Score -645801.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -30130.804688 Penalty: 1426.637939
	Iteration 0F: 2 clusters Score -30130.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28960.009766 Penalty: 2853.275879
	Iteration 0F: 3 clusters Score -28960.01 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29106.421875 Penalty: 2853.275879
	Iteration 1F: 3 clusters Score -29106.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -29153.861328 Penalty: 2853.275879
	Iteration 2Q: 3 clusters Score -29153.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29178.500000 Penalty: 2853.275879
	Iteration 3Q: 3 clusters Score -29178.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -29199.626953 Penalty: 2853.275879
	Iteration 4Q: 3 clusters Score -29199.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -29219.976562 Penalty: 2853.275879
	Iteration 5Q: 3 clusters Score -29219.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -29227.730469 Penalty: 2853.275879
	Iteration 6Q: 3 clusters Score -29227.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -29227.730469 Penalty: 2853.275879
	Iteration 7F: 3 clusters Score -29227.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -1765129.500000 Penalty: 2403.146973
	Iteration 0F: 2 clusters Score -1765130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1753532.000000 Penalty: 4806.293945
	Iteration 0F: 3 clusters Score -1753532 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1757337.375000 Penalty: 4806.293945
	Iteration 1F: 3 clusters Score -1757337 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1757704.625000 Penalty: 4806.293945
	Iteration 2F: 3 clusters Score -1757705 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1757972.625000 Penalty: 4806.293945
	Iteration 3Q: 3 clusters Score -1757973 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1758202.000000 Penalty: 4806.293945
	Iteration 4Q: 3 clusters Score -1758202 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1758389.750000 Penalty: 4806.293945
	Iteration 5Q: 3 clusters Score -1758390 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1758564.875000 Penalty: 4806.293945
	Iteration 6Q: 3 clusters Score -1758565 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1758752.750000 Penalty: 4806.293945
	Iteration 7Q: 3 clusters Score -1758753 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1759007.875000 Penalty: 4806.293945
	Iteration 8Q: 3 clusters Score -1759008 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1759339.625000 Penalty: 4806.293945
	Iteration 9Q: 3 clusters Score -1759340 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1759799.500000 Penalty: 4806.293945
	Iteration 10Q: 3 clusters Score -1759800 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1760369.375000 Penalty: 4806.293945
	Iteration 11F: 3 clusters Score -1760369 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1760966.500000 Penalty: 4806.293945
	Iteration 12F: 3 clusters Score -1760966 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1761524.375000 Penalty: 4806.293945
	Iteration 13Q: 3 clusters Score -1761524 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1761952.250000 Penalty: 4806.293945
	Iteration 14Q: 3 clusters Score -1761952 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1762331.500000 Penalty: 4806.293945
	Iteration 15Q: 3 clusters Score -1762332 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1762573.500000 Penalty: 4806.293945
	Iteration 16Q: 3 clusters Score -1762574 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1762734.250000 Penalty: 4806.293945
	Iteration 17Q: 3 clusters Score -1762734 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1762827.750000 Penalty: 4806.293945
	Iteration 18Q: 3 clusters Score -1762828 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1762881.125000 Penalty: 4806.293945
	Iteration 19Q: 3 clusters Score -1762881 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1762918.750000 Penalty: 4806.293945
	Iteration 20F: 3 clusters Score -1762919 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1762946.750000 Penalty: 4806.293945
	Iteration 21Q: 3 clusters Score -1762947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1762957.625000 Penalty: 4806.293945
	Iteration 22Q: 3 clusters Score -1762958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1762977.625000 Penalty: 4806.293945
	Iteration 23Q: 3 clusters Score -1762978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1762991.750000 Penalty: 4806.293945
	Iteration 24Q: 3 clusters Score -1762992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1763002.375000 Penalty: 4806.293945
	Iteration 25Q: 3 clusters Score -1763002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1763005.750000 Penalty: 4806.293945
	Iteration 26Q: 3 clusters Score -1763006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1763010.500000 Penalty: 4806.293945
	Iteration 27Q: 3 clusters Score -1763010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1763011.250000 Penalty: 4806.293945
	Iteration 28Q: 3 clusters Score -1763011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1763013.125000 Penalty: 4806.293945
	Iteration 29Q: 3 clusters Score -1763013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1763015.750000 Penalty: 4806.293945
	Iteration 30Q: 3 clusters Score -1763016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1763015.750000 Penalty: 4806.293945
	Iteration 31F: 3 clusters Score -1763016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (14464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Entering Unmasked Estep 
Score: -1594595.750000 Penalty: 2375.695801
	Iteration 0F: 2 clusters Score -1594596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1584093.375000 Penalty: 4751.391602
	Iteration 0F: 3 clusters Score -1584093 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1587495.500000 Penalty: 4751.391602
	Iteration 1F: 3 clusters Score -1587496 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1587982.375000 Penalty: 4751.391602
	Iteration 2F: 3 clusters Score -1587982 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1588387.250000 Penalty: 4751.391602
	Iteration 3F: 3 clusters Score -1588387 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1588723.875000 Penalty: 4751.391602
	Iteration 4Q: 3 clusters Score -1588724 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1589018.375000 Penalty: 4751.391602
	Iteration 5Q: 3 clusters Score -1589018 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1589284.625000 Penalty: 4751.391602
	Iteration 6Q: 3 clusters Score -1589285 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1589570.875000 Penalty: 4751.391602
	Iteration 7Q: 3 clusters Score -1589571 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1589948.875000 Penalty: 4751.391602
	Iteration 8Q: 3 clusters Score -1589949 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1590380.375000 Penalty: 4751.391602
	Iteration 9Q: 3 clusters Score -1590380 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1590847.500000 Penalty: 4751.391602
	Iteration 10Q: 3 clusters Score -1590848 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1591367.875000 Penalty: 4751.391602
	Iteration 11Q: 3 clusters Score -1591368 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1591864.375000 Penalty: 4751.391602
	Iteration 12Q: 3 clusters Score -1591864 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1592268.250000 Penalty: 4751.391602
	Iteration 13Q: 3 clusters Score -1592268 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1592581.125000 Penalty: 4751.391602
	Iteration 14Q: 3 clusters Score -1592581 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1592781.125000 Penalty: 4751.391602
	Iteration 15Q: 3 clusters Score -1592781 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1592914.125000 Penalty: 4751.391602
	Iteration 16Q: 3 clusters Score -1592914 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1593010.625000 Penalty: 4751.391602
	Iteration 17Q: 3 clusters Score -1593011 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1593065.750000 Penalty: 4751.391602
	Iteration 18Q: 3 clusters Score -1593066 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1593096.500000 Penalty: 4751.391602
	Iteration 19Q: 3 clusters Score -1593096 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1593117.000000 Penalty: 4751.391602
	Iteration 20F: 3 clusters Score -1593117 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1593123.500000 Penalty: 4751.391602
	Iteration 21Q: 3 clusters Score -1593124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1593129.250000 Penalty: 4751.391602
	Iteration 22Q: 3 clusters Score -1593129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1593137.500000 Penalty: 4751.391602
	Iteration 23Q: 3 clusters Score -1593138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1593138.625000 Penalty: 4751.391602
	Iteration 24Q: 3 clusters Score -1593139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1593143.125000 Penalty: 4751.391602
	Iteration 25Q: 3 clusters Score -1593143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1593146.250000 Penalty: 4751.391602
	Iteration 26Q: 3 clusters Score -1593146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1593145.875000 Penalty: 4751.391602
	Iteration 27Q: 3 clusters Score -1593146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1593149.875000 Penalty: 4751.391602
	Iteration 28Q: 3 clusters Score -1593150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1593149.625000 Penalty: 4751.391602
	Iteration 29Q: 3 clusters Score -1593150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1593146.625000 Penalty: 4751.391602
	Iteration 30Q: 3 clusters Score -1593147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1593146.625000 Penalty: 4751.391602
	Iteration 31F: 3 clusters Score -1593147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (4496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Entering Unmasked Estep 
Score: -475117.656250 Penalty: 2085.913818
	Iteration 0F: 2 clusters Score -475117.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -470916.468750 Penalty: 4171.827637
	Iteration 0F: 3 clusters Score -470916.5 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -471911.843750 Penalty: 4171.827637
	Iteration 1F: 3 clusters Score -471911.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -472160.906250 Penalty: 4171.827637
	Iteration 2F: 3 clusters Score -472160.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -472314.718750 Penalty: 4171.827637
	Iteration 3F: 3 clusters Score -472314.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -472416.875000 Penalty: 4171.827637
	Iteration 4Q: 3 clusters Score -472416.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -472528.312500 Penalty: 4171.827637
	Iteration 5Q: 3 clusters Score -472528.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -472619.812500 Penalty: 4171.827637
	Iteration 6Q: 3 clusters Score -472619.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -472702.781250 Penalty: 4171.827637
	Iteration 7Q: 3 clusters Score -472702.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -472771.500000 Penalty: 4171.827637
	Iteration 8Q: 3 clusters Score -472771.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -472824.187500 Penalty: 4171.827637
	Iteration 9Q: 3 clusters Score -472824.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -472856.437500 Penalty: 4171.827637
	Iteration 10Q: 3 clusters Score -472856.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -472889.437500 Penalty: 4171.827637
	Iteration 11Q: 3 clusters Score -472889.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -472904.812500 Penalty: 4171.827637
	Iteration 12Q: 3 clusters Score -472904.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -472925.218750 Penalty: 4171.827637
	Iteration 13Q: 3 clusters Score -472925.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -472940.937500 Penalty: 4171.827637
	Iteration 14Q: 3 clusters Score -472940.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -472952.000000 Penalty: 4171.827637
	Iteration 15Q: 3 clusters Score -472952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -472961.625000 Penalty: 4171.827637
	Iteration 16Q: 3 clusters Score -472961.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -472972.875000 Penalty: 4171.827637
	Iteration 17Q: 3 clusters Score -472972.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -472984.218750 Penalty: 4171.827637
	Iteration 18Q: 3 clusters Score -472984.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -472994.968750 Penalty: 4171.827637
	Iteration 19Q: 3 clusters Score -472995 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -473003.656250 Penalty: 4171.827637
	Iteration 20F: 3 clusters Score -473003.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -473011.718750 Penalty: 4171.827637
	Iteration 21Q: 3 clusters Score -473011.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -473017.656250 Penalty: 4171.827637
	Iteration 22Q: 3 clusters Score -473017.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -473022.531250 Penalty: 4171.827637
	Iteration 23Q: 3 clusters Score -473022.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -473029.156250 Penalty: 4171.827637
	Iteration 24Q: 3 clusters Score -473029.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -473033.250000 Penalty: 4171.827637
	Iteration 25Q: 3 clusters Score -473033.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -473037.125000 Penalty: 4171.827637
	Iteration 26Q: 3 clusters Score -473037.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -473040.031250 Penalty: 4171.827637
	Iteration 27Q: 3 clusters Score -473040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -473040.531250 Penalty: 4171.827637
	Iteration 28Q: 3 clusters Score -473040.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -473044.781250 Penalty: 4171.827637
	Iteration 29Q: 3 clusters Score -473044.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -473045.875000 Penalty: 4171.827637
	Iteration 30Q: 3 clusters Score -473045.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -473048.593750 Penalty: 4171.827637
	Iteration 31Q: 3 clusters Score -473048.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -473048.000000 Penalty: 4171.827637
	Iteration 32Q: 3 clusters Score -473048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -473048.843750 Penalty: 4171.827637
	Iteration 33Q: 3 clusters Score -473048.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -473049.812500 Penalty: 4171.827637
	Iteration 34Q: 3 clusters Score -473049.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -473050.406250 Penalty: 4171.827637
	Iteration 35Q: 3 clusters Score -473050.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -473051.281250 Penalty: 4171.827637
	Iteration 36Q: 3 clusters Score -473051.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -473052.125000 Penalty: 4171.827637
	Iteration 37Q: 3 clusters Score -473052.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -473051.687500 Penalty: 4171.827637
	Iteration 38Q: 3 clusters Score -473051.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -473052.906250 Penalty: 4171.827637
	Iteration 39Q: 3 clusters Score -473052.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -473052.906250 Penalty: 4171.827637
	Iteration 40F: 3 clusters Score -473052.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (3398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Entering Unmasked Estep 
Score: -368756.718750 Penalty: 2016.473755
	Iteration 0F: 2 clusters Score -368756.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -365206.312500 Penalty: 4032.947510
	Iteration 0F: 3 clusters Score -365206.3 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -365937.562500 Penalty: 4032.947510
	Iteration 1F: 3 clusters Score -365937.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -366122.968750 Penalty: 4032.947510
	Iteration 2F: 3 clusters Score -366123 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -366217.906250 Penalty: 4032.947510
	Iteration 3F: 3 clusters Score -366217.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -366273.718750 Penalty: 4032.947510
	Iteration 4Q: 3 clusters Score -366273.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -366313.593750 Penalty: 4032.947510
	Iteration 5Q: 3 clusters Score -366313.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -366344.625000 Penalty: 4032.947510
	Iteration 6Q: 3 clusters Score -366344.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -366364.656250 Penalty: 4032.947510
	Iteration 7Q: 3 clusters Score -366364.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -366384.937500 Penalty: 4032.947510
	Iteration 8Q: 3 clusters Score -366384.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -366401.406250 Penalty: 4032.947510
	Iteration 9Q: 3 clusters Score -366401.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -366414.468750 Penalty: 4032.947510
	Iteration 10Q: 3 clusters Score -366414.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -366426.093750 Penalty: 4032.947510
	Iteration 11Q: 3 clusters Score -366426.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -366438.000000 Penalty: 4032.947510
	Iteration 12Q: 3 clusters Score -366438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -366448.187500 Penalty: 4032.947510
	Iteration 13Q: 3 clusters Score -366448.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -366455.656250 Penalty: 4032.947510
	Iteration 14Q: 3 clusters Score -366455.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -366462.093750 Penalty: 4032.947510
	Iteration 15Q: 3 clusters Score -366462.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -366466.218750 Penalty: 4032.947510
	Iteration 16Q: 3 clusters Score -366466.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -366468.843750 Penalty: 4032.947510
	Iteration 17Q: 3 clusters Score -366468.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -366473.062500 Penalty: 4032.947510
	Iteration 18Q: 3 clusters Score -366473.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -366475.937500 Penalty: 4032.947510
	Iteration 19Q: 3 clusters Score -366475.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -366479.718750 Penalty: 4032.947510
	Iteration 20F: 3 clusters Score -366479.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -366483.750000 Penalty: 4032.947510
	Iteration 21Q: 3 clusters Score -366483.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -366488.875000 Penalty: 4032.947510
	Iteration 22Q: 3 clusters Score -366488.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -366491.156250 Penalty: 4032.947510
	Iteration 23Q: 3 clusters Score -366491.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -366493.218750 Penalty: 4032.947510
	Iteration 24Q: 3 clusters Score -366493.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -366497.968750 Penalty: 4032.947510
	Iteration 25Q: 3 clusters Score -366498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -366499.843750 Penalty: 4032.947510
	Iteration 26Q: 3 clusters Score -366499.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -366501.625000 Penalty: 4032.947510
	Iteration 27Q: 3 clusters Score -366501.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -366504.062500 Penalty: 4032.947510
	Iteration 28Q: 3 clusters Score -366504.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -366505.937500 Penalty: 4032.947510
	Iteration 29Q: 3 clusters Score -366505.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -366507.093750 Penalty: 4032.947510
	Iteration 30Q: 3 clusters Score -366507.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -366508.156250 Penalty: 4032.947510
	Iteration 31Q: 3 clusters Score -366508.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -366508.187500 Penalty: 4032.947510
	Iteration 32Q: 3 clusters Score -366508.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -366508.187500 Penalty: 4032.947510
	Iteration 33F: 3 clusters Score -366508.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (16655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Entering Unmasked Estep 
Score: -1807436.500000 Penalty: 2410.675537
	Iteration 0F: 2 clusters Score -1807436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1795560.375000 Penalty: 4821.351074
	Iteration 0F: 3 clusters Score -1795560 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1799411.875000 Penalty: 4821.351074
	Iteration 1F: 3 clusters Score -1799412 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1799949.750000 Penalty: 4821.351074
	Iteration 2F: 3 clusters Score -1799950 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1800561.875000 Penalty: 4821.351074
	Iteration 3F: 3 clusters Score -1800562 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1801278.875000 Penalty: 4821.351074
	Iteration 4F: 3 clusters Score -1801279 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1802158.625000 Penalty: 4821.351074
	Iteration 5F: 3 clusters Score -1802159 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1802995.000000 Penalty: 4821.351074
	Iteration 6F: 3 clusters Score -1802995 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1803676.125000 Penalty: 4821.351074
	Iteration 7F: 3 clusters Score -1803676 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1804145.250000 Penalty: 4821.351074
	Iteration 8Q: 3 clusters Score -1804145 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1804445.500000 Penalty: 4821.351074
	Iteration 9Q: 3 clusters Score -1804446 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -1804635.625000 Penalty: 4821.351074
	Iteration 10Q: 3 clusters Score -1804636 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1804787.250000 Penalty: 4821.351074
	Iteration 11Q: 3 clusters Score -1804787 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -1804894.250000 Penalty: 4821.351074
	Iteration 12Q: 3 clusters Score -1804894 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -1804973.625000 Penalty: 4821.351074
	Iteration 13Q: 3 clusters Score -1804974 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1805031.625000 Penalty: 4821.351074
	Iteration 14Q: 3 clusters Score -1805032 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -1805074.250000 Penalty: 4821.351074
	Iteration 15Q: 3 clusters Score -1805074 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -1805115.000000 Penalty: 4821.351074
	Iteration 16Q: 3 clusters Score -1805115 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -1805142.250000 Penalty: 4821.351074
	Iteration 17Q: 3 clusters Score -1805142 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -1805176.375000 Penalty: 4821.351074
	Iteration 18Q: 3 clusters Score -1805176 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -1805207.500000 Penalty: 4821.351074
	Iteration 19Q: 3 clusters Score -1805208 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -1805221.500000 Penalty: 4821.351074
	Iteration 20F: 3 clusters Score -1805222 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -1805237.500000 Penalty: 4821.351074
	Iteration 21Q: 3 clusters Score -1805238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -1805250.125000 Penalty: 4821.351074
	Iteration 22Q: 3 clusters Score -1805250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -1805272.375000 Penalty: 4821.351074
	Iteration 23Q: 3 clusters Score -1805272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -1805301.375000 Penalty: 4821.351074
	Iteration 24Q: 3 clusters Score -1805301 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -1805315.000000 Penalty: 4821.351074
	Iteration 25Q: 3 clusters Score -1805315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -1805330.625000 Penalty: 4821.351074
	Iteration 26Q: 3 clusters Score -1805331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -1805339.875000 Penalty: 4821.351074
	Iteration 27Q: 3 clusters Score -1805340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -1805343.250000 Penalty: 4821.351074
	Iteration 28Q: 3 clusters Score -1805343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -1805343.750000 Penalty: 4821.351074
	Iteration 29Q: 3 clusters Score -1805344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -1805346.625000 Penalty: 4821.351074
	Iteration 30Q: 3 clusters Score -1805347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -1805349.000000 Penalty: 4821.351074
	Iteration 31Q: 3 clusters Score -1805349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -1805351.625000 Penalty: 4821.351074
	Iteration 32Q: 3 clusters Score -1805352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -1805352.250000 Penalty: 4821.351074
	Iteration 33Q: 3 clusters Score -1805352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -1805353.375000 Penalty: 4821.351074
	Iteration 34Q: 3 clusters Score -1805353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -1805353.000000 Penalty: 4821.351074
	Iteration 35Q: 3 clusters Score -1805353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -1805353.000000 Penalty: 4821.351074
	Iteration 36F: 3 clusters Score -1805353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (13765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Entering Unmasked Estep 
Score: -1509937.125000 Penalty: 2363.411377
	Iteration 0F: 2 clusters Score -1509937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1499886.875000 Penalty: 4726.822754
	Iteration 0F: 3 clusters Score -1499887 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1503034.500000 Penalty: 4726.822754
	Iteration 1F: 3 clusters Score -1503034 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1503350.375000 Penalty: 4726.822754
	Iteration 2F: 3 clusters Score -1503350 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1503589.500000 Penalty: 4726.822754
	Iteration 3Q: 3 clusters Score -1503590 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1503797.750000 Penalty: 4726.822754
	Iteration 4Q: 3 clusters Score -1503798 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1503967.500000 Penalty: 4726.822754
	Iteration 5Q: 3 clusters Score -1503968 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1504121.250000 Penalty: 4726.822754
	Iteration 6Q: 3 clusters Score -1504121 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1504282.500000 Penalty: 4726.822754
	Iteration 7Q: 3 clusters Score -1504282 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1504441.500000 Penalty: 4726.822754
	Iteration 8Q: 3 clusters Score -1504442 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1504596.750000 Penalty: 4726.822754
	Iteration 9Q: 3 clusters Score -1504597 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1504756.125000 Penalty: 4726.822754
	Iteration 10Q: 3 clusters Score -1504756 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1504919.375000 Penalty: 4726.822754
	Iteration 11Q: 3 clusters Score -1504919 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1505116.000000 Penalty: 4726.822754
	Iteration 12Q: 3 clusters Score -1505116 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1505326.750000 Penalty: 4726.822754
	Iteration 13Q: 3 clusters Score -1505327 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1505530.500000 Penalty: 4726.822754
	Iteration 14Q: 3 clusters Score -1505530 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1505768.375000 Penalty: 4726.822754
	Iteration 15Q: 3 clusters Score -1505768 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1506028.500000 Penalty: 4726.822754
	Iteration 16Q: 3 clusters Score -1506028 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1506321.875000 Penalty: 4726.822754
	Iteration 17Q: 3 clusters Score -1506322 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1506606.000000 Penalty: 4726.822754
	Iteration 18Q: 3 clusters Score -1506606 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1506840.000000 Penalty: 4726.822754
	Iteration 19Q: 3 clusters Score -1506840 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1507061.750000 Penalty: 4726.822754
	Iteration 20F: 3 clusters Score -1507062 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1507213.000000 Penalty: 4726.822754
	Iteration 21Q: 3 clusters Score -1507213 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1507334.625000 Penalty: 4726.822754
	Iteration 22Q: 3 clusters Score -1507335 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1507445.750000 Penalty: 4726.822754
	Iteration 23Q: 3 clusters Score -1507446 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1507550.625000 Penalty: 4726.822754
	Iteration 24Q: 3 clusters Score -1507551 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1507630.125000 Penalty: 4726.822754
	Iteration 25Q: 3 clusters Score -1507630 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1507690.250000 Penalty: 4726.822754
	Iteration 26Q: 3 clusters Score -1507690 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1507750.625000 Penalty: 4726.822754
	Iteration 27Q: 3 clusters Score -1507751 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1507782.625000 Penalty: 4726.822754
	Iteration 28Q: 3 clusters Score -1507783 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1507808.375000 Penalty: 4726.822754
	Iteration 29Q: 3 clusters Score -1507808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1507829.625000 Penalty: 4726.822754
	Iteration 30Q: 3 clusters Score -1507830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1507846.000000 Penalty: 4726.822754
	Iteration 31Q: 3 clusters Score -1507846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1507848.625000 Penalty: 4726.822754
	Iteration 32Q: 3 clusters Score -1507849 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -1507862.500000 Penalty: 4726.822754
	Iteration 33Q: 3 clusters Score -1507862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1507869.000000 Penalty: 4726.822754
	Iteration 34Q: 3 clusters Score -1507869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1507871.000000 Penalty: 4726.822754
	Iteration 35Q: 3 clusters Score -1507871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1507871.750000 Penalty: 4726.822754
	Iteration 36Q: 3 clusters Score -1507872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1507875.500000 Penalty: 4726.822754
	Iteration 37Q: 3 clusters Score -1507876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1507877.500000 Penalty: 4726.822754
	Iteration 38Q: 3 clusters Score -1507878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1507882.875000 Penalty: 4726.822754
	Iteration 39Q: 3 clusters Score -1507883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1507883.125000 Penalty: 4726.822754
	Iteration 40F: 3 clusters Score -1507883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58276 members 
Mstep: Class 5 contains 21593 members 
Mstep: Class 6 contains 7715 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 6578 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90182 members 
Mstep: Class 11 contains 10713 members 
Mstep: Class 12 contains 31260 members 
Mstep: Class 13 contains 6527 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10435 members 
Mstep: Class 16 contains 16519 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10325 members 
Mstep: Class 21 contains 14445 members 
Mstep: Class 22 contains 10102 members 
Mstep: Class 23 contains 26467 members 
Mstep: Class 24 contains 12717 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 18037 members 
Mstep: Class 31 contains 16732 members 
Mstep: Class 32 contains 10438 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4653 members 
Mstep: Class 35 contains 12163 members 
Mstep: Class 36 contains 27671 members 
Mstep: Class 37 contains 20071 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8898 members 
Mstep: Class 40 contains 3407 members 
Mstep: Class 41 contains 16829 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7457 members 
Mstep: Class 45 contains 5321 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6038 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16157 members 
Mstep: Class 50 contains 14464 members 
Mstep: Class 51 contains 4496 members 
Mstep: Class 52 contains 3398 members 
Mstep: Class 53 contains 16655 members 
Mstep: Class 54 contains 13765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770404.000000 Penalty: 179211.343750
Iteration 319Q: 55 clusters Score -6.47704e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58273 members 
Mstep: Class 5 contains 21592 members 
Mstep: Class 6 contains 7715 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 6575 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90181 members 
Mstep: Class 11 contains 10755 members 
Mstep: Class 12 contains 31260 members 
Mstep: Class 13 contains 6531 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10432 members 
Mstep: Class 16 contains 16507 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10323 members 
Mstep: Class 21 contains 14444 members 
Mstep: Class 22 contains 10103 members 
Mstep: Class 23 contains 26480 members 
Mstep: Class 24 contains 12686 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 18039 members 
Mstep: Class 31 contains 16728 members 
Mstep: Class 32 contains 10437 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4653 members 
Mstep: Class 35 contains 12163 members 
Mstep: Class 36 contains 27671 members 
Mstep: Class 37 contains 20076 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8896 members 
Mstep: Class 40 contains 3407 members 
Mstep: Class 41 contains 16828 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7456 members 
Mstep: Class 45 contains 5320 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6038 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16157 members 
Mstep: Class 50 contains 14464 members 
Mstep: Class 51 contains 4497 members 
Mstep: Class 52 contains 3397 members 
Mstep: Class 53 contains 16655 members 
Mstep: Class 54 contains 13765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770488.000000 Penalty: 179211.343750
Iteration 320F: 55 clusters Score -6.477049e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58273 members 
Mstep: Class 5 contains 21591 members 
Mstep: Class 6 contains 7715 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 6573 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90180 members 
Mstep: Class 11 contains 10816 members 
Mstep: Class 12 contains 31261 members 
Mstep: Class 13 contains 6536 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10431 members 
Mstep: Class 16 contains 16491 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10321 members 
Mstep: Class 21 contains 14444 members 
Mstep: Class 22 contains 10105 members 
Mstep: Class 23 contains 26485 members 
Mstep: Class 24 contains 12641 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 18039 members 
Mstep: Class 31 contains 16723 members 
Mstep: Class 32 contains 10435 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4653 members 
Mstep: Class 35 contains 12163 members 
Mstep: Class 36 contains 27670 members 
Mstep: Class 37 contains 20082 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8896 members 
Mstep: Class 40 contains 3407 members 
Mstep: Class 41 contains 16823 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7455 members 
Mstep: Class 45 contains 5320 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6038 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16157 members 
Mstep: Class 50 contains 14465 members 
Mstep: Class 51 contains 4497 members 
Mstep: Class 52 contains 3397 members 
Mstep: Class 53 contains 16655 members 
Mstep: Class 54 contains 13765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770568.000000 Penalty: 179211.343750
Iteration 321Q: 55 clusters Score -6.477057e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58268 members 
Mstep: Class 5 contains 21591 members 
Mstep: Class 6 contains 7715 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 6578 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90180 members 
Mstep: Class 11 contains 10859 members 
Mstep: Class 12 contains 31261 members 
Mstep: Class 13 contains 6543 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10433 members 
Mstep: Class 16 contains 16480 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10319 members 
Mstep: Class 21 contains 14444 members 
Mstep: Class 22 contains 10107 members 
Mstep: Class 23 contains 26487 members 
Mstep: Class 24 contains 12609 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 18040 members 
Mstep: Class 31 contains 16719 members 
Mstep: Class 32 contains 10436 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4653 members 
Mstep: Class 35 contains 12162 members 
Mstep: Class 36 contains 27670 members 
Mstep: Class 37 contains 20087 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8892 members 
Mstep: Class 40 contains 3407 members 
Mstep: Class 41 contains 16815 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7454 members 
Mstep: Class 45 contains 5319 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16157 members 
Mstep: Class 50 contains 14465 members 
Mstep: Class 51 contains 4498 members 
Mstep: Class 52 contains 3396 members 
Mstep: Class 53 contains 16655 members 
Mstep: Class 54 contains 13765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770604.000000 Penalty: 179211.343750
Iteration 322Q: 55 clusters Score -6.47706e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58266 members 
Mstep: Class 5 contains 21591 members 
Mstep: Class 6 contains 7715 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 6567 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90180 members 
Mstep: Class 11 contains 10898 members 
Mstep: Class 12 contains 31261 members 
Mstep: Class 13 contains 6551 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10433 members 
Mstep: Class 16 contains 16476 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10317 members 
Mstep: Class 21 contains 14443 members 
Mstep: Class 22 contains 10108 members 
Mstep: Class 23 contains 26500 members 
Mstep: Class 24 contains 12587 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 18038 members 
Mstep: Class 31 contains 16715 members 
Mstep: Class 32 contains 10435 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4653 members 
Mstep: Class 35 contains 12162 members 
Mstep: Class 36 contains 27670 members 
Mstep: Class 37 contains 20093 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8890 members 
Mstep: Class 40 contains 3407 members 
Mstep: Class 41 contains 16804 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7452 members 
Mstep: Class 45 contains 5318 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16157 members 
Mstep: Class 50 contains 14465 members 
Mstep: Class 51 contains 4499 members 
Mstep: Class 52 contains 3395 members 
Mstep: Class 53 contains 16654 members 
Mstep: Class 54 contains 13765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770568.000000 Penalty: 179211.343750
Iteration 323Q: 55 clusters Score -6.477057e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58267 members 
Mstep: Class 5 contains 21591 members 
Mstep: Class 6 contains 7716 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 6561 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90181 members 
Mstep: Class 11 contains 10938 members 
Mstep: Class 12 contains 31260 members 
Mstep: Class 13 contains 6563 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10431 members 
Mstep: Class 16 contains 16455 members 
Mstep: Class 17 contains 4821 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10314 members 
Mstep: Class 21 contains 14442 members 
Mstep: Class 22 contains 10110 members 
Mstep: Class 23 contains 26520 members 
Mstep: Class 24 contains 12558 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 18042 members 
Mstep: Class 31 contains 16712 members 
Mstep: Class 32 contains 10434 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4653 members 
Mstep: Class 35 contains 12160 members 
Mstep: Class 36 contains 27669 members 
Mstep: Class 37 contains 20098 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8888 members 
Mstep: Class 40 contains 3407 members 
Mstep: Class 41 contains 16794 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7447 members 
Mstep: Class 45 contains 5317 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16157 members 
Mstep: Class 50 contains 14466 members 
Mstep: Class 51 contains 4499 members 
Mstep: Class 52 contains 3395 members 
Mstep: Class 53 contains 16655 members 
Mstep: Class 54 contains 13765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770532.000000 Penalty: 179211.343750
Iteration 324Q: 55 clusters Score -6.477053e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58264 members 
Mstep: Class 5 contains 21591 members 
Mstep: Class 6 contains 7716 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 6550 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90181 members 
Mstep: Class 11 contains 10971 members 
Mstep: Class 12 contains 31260 members 
Mstep: Class 13 contains 6570 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10431 members 
Mstep: Class 16 contains 16437 members 
Mstep: Class 17 contains 4820 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10311 members 
Mstep: Class 21 contains 14442 members 
Mstep: Class 22 contains 10110 members 
Mstep: Class 23 contains 26529 members 
Mstep: Class 24 contains 12550 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5568 members 
Mstep: Class 30 contains 18044 members 
Mstep: Class 31 contains 16705 members 
Mstep: Class 32 contains 10430 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4653 members 
Mstep: Class 35 contains 12159 members 
Mstep: Class 36 contains 27670 members 
Mstep: Class 37 contains 20105 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8888 members 
Mstep: Class 40 contains 3406 members 
Mstep: Class 41 contains 16795 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7446 members 
Mstep: Class 45 contains 5316 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16157 members 
Mstep: Class 50 contains 14466 members 
Mstep: Class 51 contains 4499 members 
Mstep: Class 52 contains 3393 members 
Mstep: Class 53 contains 16656 members 
Mstep: Class 54 contains 13768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770696.000000 Penalty: 179211.343750
Iteration 325Q: 55 clusters Score -6.47707e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58264 members 
Mstep: Class 5 contains 21591 members 
Mstep: Class 6 contains 7717 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 6544 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90181 members 
Mstep: Class 11 contains 11010 members 
Mstep: Class 12 contains 31260 members 
Mstep: Class 13 contains 6570 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10429 members 
Mstep: Class 16 contains 16435 members 
Mstep: Class 17 contains 4820 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28749 members 
Mstep: Class 20 contains 10309 members 
Mstep: Class 21 contains 14441 members 
Mstep: Class 22 contains 10110 members 
Mstep: Class 23 contains 26526 members 
Mstep: Class 24 contains 12538 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 18045 members 
Mstep: Class 31 contains 16703 members 
Mstep: Class 32 contains 10426 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4654 members 
Mstep: Class 35 contains 12159 members 
Mstep: Class 36 contains 27670 members 
Mstep: Class 37 contains 20107 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8885 members 
Mstep: Class 40 contains 3406 members 
Mstep: Class 41 contains 16794 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7445 members 
Mstep: Class 45 contains 5313 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6040 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16157 members 
Mstep: Class 50 contains 14464 members 
Mstep: Class 51 contains 4499 members 
Mstep: Class 52 contains 3391 members 
Mstep: Class 53 contains 16655 members 
Mstep: Class 54 contains 13767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770604.000000 Penalty: 179211.343750
Iteration 326Q: 55 clusters Score -6.47706e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58262 members 
Mstep: Class 5 contains 21591 members 
Mstep: Class 6 contains 7717 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 6536 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90181 members 
Mstep: Class 11 contains 11040 members 
Mstep: Class 12 contains 31261 members 
Mstep: Class 13 contains 6569 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10428 members 
Mstep: Class 16 contains 16432 members 
Mstep: Class 17 contains 4820 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28749 members 
Mstep: Class 20 contains 10307 members 
Mstep: Class 21 contains 14441 members 
Mstep: Class 22 contains 10110 members 
Mstep: Class 23 contains 26536 members 
Mstep: Class 24 contains 12524 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 18043 members 
Mstep: Class 31 contains 16700 members 
Mstep: Class 32 contains 10424 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27669 members 
Mstep: Class 37 contains 20111 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8883 members 
Mstep: Class 40 contains 3406 members 
Mstep: Class 41 contains 16793 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7445 members 
Mstep: Class 45 contains 5312 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6040 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16157 members 
Mstep: Class 50 contains 14465 members 
Mstep: Class 51 contains 4499 members 
Mstep: Class 52 contains 3388 members 
Mstep: Class 53 contains 16655 members 
Mstep: Class 54 contains 13767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770756.000000 Penalty: 179211.343750
Iteration 327Q: 55 clusters Score -6.477076e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58262 members 
Mstep: Class 5 contains 21591 members 
Mstep: Class 6 contains 7717 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 6526 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90182 members 
Mstep: Class 11 contains 11067 members 
Mstep: Class 12 contains 31260 members 
Mstep: Class 13 contains 6569 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10427 members 
Mstep: Class 16 contains 16433 members 
Mstep: Class 17 contains 4820 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28750 members 
Mstep: Class 20 contains 10302 members 
Mstep: Class 21 contains 14440 members 
Mstep: Class 22 contains 10113 members 
Mstep: Class 23 contains 26541 members 
Mstep: Class 24 contains 12519 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 18046 members 
Mstep: Class 31 contains 16699 members 
Mstep: Class 32 contains 10420 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12159 members 
Mstep: Class 36 contains 27670 members 
Mstep: Class 37 contains 20113 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8880 members 
Mstep: Class 40 contains 3406 members 
Mstep: Class 41 contains 16787 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7444 members 
Mstep: Class 45 contains 5311 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16157 members 
Mstep: Class 50 contains 14465 members 
Mstep: Class 51 contains 4499 members 
Mstep: Class 52 contains 3384 members 
Mstep: Class 53 contains 16655 members 
Mstep: Class 54 contains 13767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770660.000000 Penalty: 179211.343750
Iteration 328Q: 55 clusters Score -6.477066e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58257 members 
Mstep: Class 5 contains 21591 members 
Mstep: Class 6 contains 7716 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90182 members 
Mstep: Class 11 contains 11079 members 
Mstep: Class 12 contains 31259 members 
Mstep: Class 13 contains 6572 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10425 members 
Mstep: Class 16 contains 16422 members 
Mstep: Class 17 contains 4819 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28750 members 
Mstep: Class 20 contains 10297 members 
Mstep: Class 21 contains 14440 members 
Mstep: Class 22 contains 10115 members 
Mstep: Class 23 contains 26548 members 
Mstep: Class 24 contains 12526 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 18050 members 
Mstep: Class 31 contains 16697 members 
Mstep: Class 32 contains 10418 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27671 members 
Mstep: Class 37 contains 20113 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8878 members 
Mstep: Class 40 contains 3406 members 
Mstep: Class 41 contains 16792 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7443 members 
Mstep: Class 45 contains 5311 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16157 members 
Mstep: Class 50 contains 14465 members 
Mstep: Class 51 contains 4499 members 
Mstep: Class 52 contains 3379 members 
Mstep: Class 53 contains 16656 members 
Mstep: Class 54 contains 13768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770708.000000 Penalty: 179211.343750
Iteration 329Q: 55 clusters Score -6.477071e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58254 members 
Mstep: Class 5 contains 21591 members 
Mstep: Class 6 contains 7716 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90183 members 
Mstep: Class 11 contains 11085 members 
Mstep: Class 12 contains 31258 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10420 members 
Mstep: Class 16 contains 16421 members 
Mstep: Class 17 contains 4819 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28749 members 
Mstep: Class 20 contains 10294 members 
Mstep: Class 21 contains 14440 members 
Mstep: Class 22 contains 10116 members 
Mstep: Class 23 contains 26553 members 
Mstep: Class 24 contains 12529 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 18055 members 
Mstep: Class 31 contains 16694 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27671 members 
Mstep: Class 37 contains 20117 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8875 members 
Mstep: Class 40 contains 3406 members 
Mstep: Class 41 contains 16793 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7440 members 
Mstep: Class 45 contains 5311 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16157 members 
Mstep: Class 50 contains 14465 members 
Mstep: Class 51 contains 4499 members 
Mstep: Class 52 contains 3375 members 
Mstep: Class 53 contains 16656 members 
Mstep: Class 54 contains 13768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770736.000000 Penalty: 179211.343750
Iteration 330Q: 55 clusters Score -6.477074e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58249 members 
Mstep: Class 5 contains 21591 members 
Mstep: Class 6 contains 7716 members 
Mstep: Class 7 contains 1872 members 
Mstep: Class 8 contains 6523 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90183 members 
Mstep: Class 11 contains 11094 members 
Mstep: Class 12 contains 31258 members 
Mstep: Class 13 contains 6579 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10417 members 
Mstep: Class 16 contains 16421 members 
Mstep: Class 17 contains 4819 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28749 members 
Mstep: Class 20 contains 10291 members 
Mstep: Class 21 contains 14440 members 
Mstep: Class 22 contains 10117 members 
Mstep: Class 23 contains 26555 members 
Mstep: Class 24 contains 12526 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 18055 members 
Mstep: Class 31 contains 16691 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4654 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27671 members 
Mstep: Class 37 contains 20120 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8874 members 
Mstep: Class 40 contains 3406 members 
Mstep: Class 41 contains 16791 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7438 members 
Mstep: Class 45 contains 5311 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6040 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16158 members 
Mstep: Class 50 contains 14465 members 
Mstep: Class 51 contains 4500 members 
Mstep: Class 52 contains 3373 members 
Mstep: Class 53 contains 16657 members 
Mstep: Class 54 contains 13769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770740.000000 Penalty: 179211.343750
Iteration 331Q: 55 clusters Score -6.477074e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58243 members 
Mstep: Class 5 contains 21591 members 
Mstep: Class 6 contains 7716 members 
Mstep: Class 7 contains 1872 members 
Mstep: Class 8 contains 6514 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90183 members 
Mstep: Class 11 contains 11105 members 
Mstep: Class 12 contains 31258 members 
Mstep: Class 13 contains 6581 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10418 members 
Mstep: Class 16 contains 16418 members 
Mstep: Class 17 contains 4820 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28748 members 
Mstep: Class 20 contains 10290 members 
Mstep: Class 21 contains 14439 members 
Mstep: Class 22 contains 10117 members 
Mstep: Class 23 contains 26558 members 
Mstep: Class 24 contains 12536 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 18054 members 
Mstep: Class 31 contains 16689 members 
Mstep: Class 32 contains 10414 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12159 members 
Mstep: Class 36 contains 27672 members 
Mstep: Class 37 contains 20122 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8872 members 
Mstep: Class 40 contains 3406 members 
Mstep: Class 41 contains 16788 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7434 members 
Mstep: Class 45 contains 5311 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6040 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16159 members 
Mstep: Class 50 contains 14464 members 
Mstep: Class 51 contains 4500 members 
Mstep: Class 52 contains 3373 members 
Mstep: Class 53 contains 16658 members 
Mstep: Class 54 contains 13770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770780.000000 Penalty: 179211.343750
Iteration 332Q: 55 clusters Score -6.477078e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58239 members 
Mstep: Class 5 contains 21591 members 
Mstep: Class 6 contains 7716 members 
Mstep: Class 7 contains 1872 members 
Mstep: Class 8 contains 6508 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90183 members 
Mstep: Class 11 contains 11106 members 
Mstep: Class 12 contains 31259 members 
Mstep: Class 13 contains 6585 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10419 members 
Mstep: Class 16 contains 16413 members 
Mstep: Class 17 contains 4821 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28748 members 
Mstep: Class 20 contains 10288 members 
Mstep: Class 21 contains 14438 members 
Mstep: Class 22 contains 10118 members 
Mstep: Class 23 contains 26567 members 
Mstep: Class 24 contains 12544 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14063 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 18056 members 
Mstep: Class 31 contains 16686 members 
Mstep: Class 32 contains 10412 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12160 members 
Mstep: Class 36 contains 27671 members 
Mstep: Class 37 contains 20124 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8872 members 
Mstep: Class 40 contains 3407 members 
Mstep: Class 41 contains 16784 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7431 members 
Mstep: Class 45 contains 5311 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6040 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14464 members 
Mstep: Class 51 contains 4499 members 
Mstep: Class 52 contains 3373 members 
Mstep: Class 53 contains 16658 members 
Mstep: Class 54 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770724.000000 Penalty: 179211.343750
Iteration 333Q: 55 clusters Score -6.477072e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58230 members 
Mstep: Class 5 contains 21591 members 
Mstep: Class 6 contains 7716 members 
Mstep: Class 7 contains 1872 members 
Mstep: Class 8 contains 6503 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90183 members 
Mstep: Class 11 contains 11112 members 
Mstep: Class 12 contains 31259 members 
Mstep: Class 13 contains 6592 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10418 members 
Mstep: Class 16 contains 16411 members 
Mstep: Class 17 contains 4821 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28749 members 
Mstep: Class 20 contains 10285 members 
Mstep: Class 21 contains 14438 members 
Mstep: Class 22 contains 10120 members 
Mstep: Class 23 contains 26576 members 
Mstep: Class 24 contains 12545 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 18053 members 
Mstep: Class 31 contains 16683 members 
Mstep: Class 32 contains 10411 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12160 members 
Mstep: Class 36 contains 27671 members 
Mstep: Class 37 contains 20130 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8870 members 
Mstep: Class 40 contains 3407 members 
Mstep: Class 41 contains 16782 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7426 members 
Mstep: Class 45 contains 5312 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6041 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14464 members 
Mstep: Class 51 contains 4499 members 
Mstep: Class 52 contains 3373 members 
Mstep: Class 53 contains 16658 members 
Mstep: Class 54 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770844.000000 Penalty: 179211.343750
Iteration 334Q: 55 clusters Score -6.477084e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58226 members 
Mstep: Class 5 contains 21591 members 
Mstep: Class 6 contains 7716 members 
Mstep: Class 7 contains 1872 members 
Mstep: Class 8 contains 6502 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90182 members 
Mstep: Class 11 contains 11125 members 
Mstep: Class 12 contains 31259 members 
Mstep: Class 13 contains 6598 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10414 members 
Mstep: Class 16 contains 16404 members 
Mstep: Class 17 contains 4821 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28749 members 
Mstep: Class 20 contains 10282 members 
Mstep: Class 21 contains 14436 members 
Mstep: Class 22 contains 10124 members 
Mstep: Class 23 contains 26587 members 
Mstep: Class 24 contains 12535 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 18056 members 
Mstep: Class 31 contains 16678 members 
Mstep: Class 32 contains 10411 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12160 members 
Mstep: Class 36 contains 27670 members 
Mstep: Class 37 contains 20135 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8870 members 
Mstep: Class 40 contains 3407 members 
Mstep: Class 41 contains 16785 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7421 members 
Mstep: Class 45 contains 5310 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6040 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14464 members 
Mstep: Class 51 contains 4499 members 
Mstep: Class 52 contains 3373 members 
Mstep: Class 53 contains 16658 members 
Mstep: Class 54 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770936.000000 Penalty: 179211.343750
Iteration 335Q: 55 clusters Score -6.477094e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58225 members 
Mstep: Class 5 contains 21591 members 
Mstep: Class 6 contains 7716 members 
Mstep: Class 7 contains 1872 members 
Mstep: Class 8 contains 6503 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90183 members 
Mstep: Class 11 contains 11133 members 
Mstep: Class 12 contains 31258 members 
Mstep: Class 13 contains 6598 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10415 members 
Mstep: Class 16 contains 16402 members 
Mstep: Class 17 contains 4821 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28749 members 
Mstep: Class 20 contains 10282 members 
Mstep: Class 21 contains 14437 members 
Mstep: Class 22 contains 10128 members 
Mstep: Class 23 contains 26595 members 
Mstep: Class 24 contains 12526 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 18056 members 
Mstep: Class 31 contains 16672 members 
Mstep: Class 32 contains 10411 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12160 members 
Mstep: Class 36 contains 27671 members 
Mstep: Class 37 contains 20139 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8869 members 
Mstep: Class 40 contains 3406 members 
Mstep: Class 41 contains 16785 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7416 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14464 members 
Mstep: Class 51 contains 4499 members 
Mstep: Class 52 contains 3373 members 
Mstep: Class 53 contains 16658 members 
Mstep: Class 54 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770892.000000 Penalty: 179211.343750
Iteration 336Q: 55 clusters Score -6.477089e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58223 members 
Mstep: Class 5 contains 21591 members 
Mstep: Class 6 contains 7716 members 
Mstep: Class 7 contains 1872 members 
Mstep: Class 8 contains 6496 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90183 members 
Mstep: Class 11 contains 11148 members 
Mstep: Class 12 contains 31258 members 
Mstep: Class 13 contains 6599 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10414 members 
Mstep: Class 16 contains 16398 members 
Mstep: Class 17 contains 4821 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28749 members 
Mstep: Class 20 contains 10278 members 
Mstep: Class 21 contains 14438 members 
Mstep: Class 22 contains 10129 members 
Mstep: Class 23 contains 26609 members 
Mstep: Class 24 contains 12515 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 18057 members 
Mstep: Class 31 contains 16668 members 
Mstep: Class 32 contains 10411 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4654 members 
Mstep: Class 35 contains 12161 members 
Mstep: Class 36 contains 27671 members 
Mstep: Class 37 contains 20140 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8869 members 
Mstep: Class 40 contains 3405 members 
Mstep: Class 41 contains 16787 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7415 members 
Mstep: Class 45 contains 5307 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14464 members 
Mstep: Class 51 contains 4499 members 
Mstep: Class 52 contains 3373 members 
Mstep: Class 53 contains 16659 members 
Mstep: Class 54 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770892.000000 Penalty: 179211.343750
Iteration 337Q: 55 clusters Score -6.477089e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58221 members 
Mstep: Class 5 contains 21591 members 
Mstep: Class 6 contains 7717 members 
Mstep: Class 7 contains 1872 members 
Mstep: Class 8 contains 6483 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90183 members 
Mstep: Class 11 contains 11163 members 
Mstep: Class 12 contains 31258 members 
Mstep: Class 13 contains 6599 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10412 members 
Mstep: Class 16 contains 16397 members 
Mstep: Class 17 contains 4821 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28749 members 
Mstep: Class 20 contains 10275 members 
Mstep: Class 21 contains 14440 members 
Mstep: Class 22 contains 10129 members 
Mstep: Class 23 contains 26625 members 
Mstep: Class 24 contains 12505 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 18058 members 
Mstep: Class 31 contains 16663 members 
Mstep: Class 32 contains 10411 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4654 members 
Mstep: Class 35 contains 12161 members 
Mstep: Class 36 contains 27672 members 
Mstep: Class 37 contains 20139 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8869 members 
Mstep: Class 40 contains 3403 members 
Mstep: Class 41 contains 16788 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7415 members 
Mstep: Class 45 contains 5307 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14464 members 
Mstep: Class 51 contains 4501 members 
Mstep: Class 52 contains 3373 members 
Mstep: Class 53 contains 16659 members 
Mstep: Class 54 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770868.000000 Penalty: 179211.343750
Iteration 338Q: 55 clusters Score -6.477087e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58223 members 
Mstep: Class 5 contains 21591 members 
Mstep: Class 6 contains 7717 members 
Mstep: Class 7 contains 1872 members 
Mstep: Class 8 contains 6472 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90183 members 
Mstep: Class 11 contains 11164 members 
Mstep: Class 12 contains 31259 members 
Mstep: Class 13 contains 6601 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10410 members 
Mstep: Class 16 contains 16398 members 
Mstep: Class 17 contains 4820 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28749 members 
Mstep: Class 20 contains 10271 members 
Mstep: Class 21 contains 14440 members 
Mstep: Class 22 contains 10129 members 
Mstep: Class 23 contains 26645 members 
Mstep: Class 24 contains 12497 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 18059 members 
Mstep: Class 31 contains 16661 members 
Mstep: Class 32 contains 10411 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4654 members 
Mstep: Class 35 contains 12161 members 
Mstep: Class 36 contains 27672 members 
Mstep: Class 37 contains 20140 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8869 members 
Mstep: Class 40 contains 3403 members 
Mstep: Class 41 contains 16787 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7415 members 
Mstep: Class 45 contains 5307 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14464 members 
Mstep: Class 51 contains 4502 members 
Mstep: Class 52 contains 3373 members 
Mstep: Class 53 contains 16658 members 
Mstep: Class 54 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770924.000000 Penalty: 179211.343750
Iteration 339Q: 55 clusters Score -6.477092e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58222 members 
Mstep: Class 5 contains 21591 members 
Mstep: Class 6 contains 7717 members 
Mstep: Class 7 contains 1872 members 
Mstep: Class 8 contains 6462 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90183 members 
Mstep: Class 11 contains 11168 members 
Mstep: Class 12 contains 31259 members 
Mstep: Class 13 contains 6601 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10413 members 
Mstep: Class 16 contains 16397 members 
Mstep: Class 17 contains 4820 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28749 members 
Mstep: Class 20 contains 10269 members 
Mstep: Class 21 contains 14440 members 
Mstep: Class 22 contains 10129 members 
Mstep: Class 23 contains 26664 members 
Mstep: Class 24 contains 12488 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 18063 members 
Mstep: Class 31 contains 16656 members 
Mstep: Class 32 contains 10411 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4654 members 
Mstep: Class 35 contains 12161 members 
Mstep: Class 36 contains 27672 members 
Mstep: Class 37 contains 20141 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8869 members 
Mstep: Class 40 contains 3402 members 
Mstep: Class 41 contains 16786 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7415 members 
Mstep: Class 45 contains 5307 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14464 members 
Mstep: Class 51 contains 4503 members 
Mstep: Class 52 contains 3373 members 
Mstep: Class 53 contains 16656 members 
Mstep: Class 54 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770868.000000 Penalty: 179211.343750
Iteration 340F: 55 clusters Score -6.477087e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58220 members 
Mstep: Class 5 contains 21591 members 
Mstep: Class 6 contains 7717 members 
Mstep: Class 7 contains 1872 members 
Mstep: Class 8 contains 6457 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11165 members 
Mstep: Class 12 contains 31259 members 
Mstep: Class 13 contains 6602 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10414 members 
Mstep: Class 16 contains 16398 members 
Mstep: Class 17 contains 4820 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28749 members 
Mstep: Class 20 contains 10268 members 
Mstep: Class 21 contains 14440 members 
Mstep: Class 22 contains 10129 members 
Mstep: Class 23 contains 26676 members 
Mstep: Class 24 contains 12480 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 18071 members 
Mstep: Class 31 contains 16650 members 
Mstep: Class 32 contains 10411 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4654 members 
Mstep: Class 35 contains 12161 members 
Mstep: Class 36 contains 27671 members 
Mstep: Class 37 contains 20145 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8869 members 
Mstep: Class 40 contains 3402 members 
Mstep: Class 41 contains 16783 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7415 members 
Mstep: Class 45 contains 5307 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14465 members 
Mstep: Class 51 contains 4503 members 
Mstep: Class 52 contains 3373 members 
Mstep: Class 53 contains 16656 members 
Mstep: Class 54 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770832.000000 Penalty: 179211.343750
Iteration 341Q: 55 clusters Score -6.477083e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58225 members 
Mstep: Class 5 contains 21591 members 
Mstep: Class 6 contains 7717 members 
Mstep: Class 7 contains 1872 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11165 members 
Mstep: Class 12 contains 31259 members 
Mstep: Class 13 contains 6604 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10412 members 
Mstep: Class 16 contains 16400 members 
Mstep: Class 17 contains 4821 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28749 members 
Mstep: Class 20 contains 10267 members 
Mstep: Class 21 contains 14439 members 
Mstep: Class 22 contains 10130 members 
Mstep: Class 23 contains 26690 members 
Mstep: Class 24 contains 12470 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 18075 members 
Mstep: Class 31 contains 16646 members 
Mstep: Class 32 contains 10411 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 4654 members 
Mstep: Class 35 contains 12161 members 
Mstep: Class 36 contains 27670 members 
Mstep: Class 37 contains 20146 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8869 members 
Mstep: Class 40 contains 3402 members 
Mstep: Class 41 contains 16776 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7415 members 
Mstep: Class 45 contains 5307 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14465 members 
Mstep: Class 51 contains 4503 members 
Mstep: Class 52 contains 3373 members 
Mstep: Class 53 contains 16656 members 
Mstep: Class 54 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770888.000000 Penalty: 179211.343750
Iteration 342Q: 55 clusters Score -6.477089e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58220 members 
Mstep: Class 5 contains 21591 members 
Mstep: Class 6 contains 7717 members 
Mstep: Class 7 contains 1872 members 
Mstep: Class 8 contains 6444 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11177 members 
Mstep: Class 12 contains 31259 members 
Mstep: Class 13 contains 6605 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10411 members 
Mstep: Class 16 contains 16400 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28749 members 
Mstep: Class 20 contains 10267 members 
Mstep: Class 21 contains 14439 members 
Mstep: Class 22 contains 10132 members 
Mstep: Class 23 contains 26697 members 
Mstep: Class 24 contains 12460 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 18080 members 
Mstep: Class 31 contains 16642 members 
Mstep: Class 32 contains 10412 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4654 members 
Mstep: Class 35 contains 12162 members 
Mstep: Class 36 contains 27671 members 
Mstep: Class 37 contains 20147 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8869 members 
Mstep: Class 40 contains 3401 members 
Mstep: Class 41 contains 16774 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7415 members 
Mstep: Class 45 contains 5307 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14465 members 
Mstep: Class 51 contains 4503 members 
Mstep: Class 52 contains 3373 members 
Mstep: Class 53 contains 16655 members 
Mstep: Class 54 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770912.000000 Penalty: 179211.343750
Iteration 343Q: 55 clusters Score -6.477091e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58214 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 7717 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 6438 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11184 members 
Mstep: Class 12 contains 31258 members 
Mstep: Class 13 contains 6605 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10413 members 
Mstep: Class 16 contains 16403 members 
Mstep: Class 17 contains 4823 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28749 members 
Mstep: Class 20 contains 10265 members 
Mstep: Class 21 contains 14436 members 
Mstep: Class 22 contains 10133 members 
Mstep: Class 23 contains 26711 members 
Mstep: Class 24 contains 12446 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 18086 members 
Mstep: Class 31 contains 16640 members 
Mstep: Class 32 contains 10414 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4654 members 
Mstep: Class 35 contains 12161 members 
Mstep: Class 36 contains 27673 members 
Mstep: Class 37 contains 20147 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8869 members 
Mstep: Class 40 contains 3401 members 
Mstep: Class 41 contains 16772 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7415 members 
Mstep: Class 45 contains 5307 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14465 members 
Mstep: Class 51 contains 4503 members 
Mstep: Class 52 contains 3372 members 
Mstep: Class 53 contains 16655 members 
Mstep: Class 54 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770888.000000 Penalty: 179211.343750
Iteration 344Q: 55 clusters Score -6.477089e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58213 members 
Mstep: Class 5 contains 21591 members 
Mstep: Class 6 contains 7717 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 6432 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11190 members 
Mstep: Class 12 contains 31258 members 
Mstep: Class 13 contains 6605 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10413 members 
Mstep: Class 16 contains 16405 members 
Mstep: Class 17 contains 4823 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28749 members 
Mstep: Class 20 contains 10262 members 
Mstep: Class 21 contains 14436 members 
Mstep: Class 22 contains 10133 members 
Mstep: Class 23 contains 26715 members 
Mstep: Class 24 contains 12442 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 18090 members 
Mstep: Class 31 contains 16635 members 
Mstep: Class 32 contains 10413 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4654 members 
Mstep: Class 35 contains 12161 members 
Mstep: Class 36 contains 27675 members 
Mstep: Class 37 contains 20148 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8869 members 
Mstep: Class 40 contains 3401 members 
Mstep: Class 41 contains 16772 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7415 members 
Mstep: Class 45 contains 5307 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14465 members 
Mstep: Class 51 contains 4504 members 
Mstep: Class 52 contains 3372 members 
Mstep: Class 53 contains 16654 members 
Mstep: Class 54 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770972.000000 Penalty: 179211.343750
Iteration 345Q: 55 clusters Score -6.477097e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58211 members 
Mstep: Class 5 contains 21592 members 
Mstep: Class 6 contains 7717 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 6425 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90185 members 
Mstep: Class 11 contains 11197 members 
Mstep: Class 12 contains 31258 members 
Mstep: Class 13 contains 6606 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10409 members 
Mstep: Class 16 contains 16401 members 
Mstep: Class 17 contains 4823 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28749 members 
Mstep: Class 20 contains 10262 members 
Mstep: Class 21 contains 14435 members 
Mstep: Class 22 contains 10134 members 
Mstep: Class 23 contains 26723 members 
Mstep: Class 24 contains 12441 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 18093 members 
Mstep: Class 31 contains 16631 members 
Mstep: Class 32 contains 10412 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4654 members 
Mstep: Class 35 contains 12161 members 
Mstep: Class 36 contains 27676 members 
Mstep: Class 37 contains 20149 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8869 members 
Mstep: Class 40 contains 3401 members 
Mstep: Class 41 contains 16773 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7415 members 
Mstep: Class 45 contains 5307 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14465 members 
Mstep: Class 51 contains 4505 members 
Mstep: Class 52 contains 3370 members 
Mstep: Class 53 contains 16654 members 
Mstep: Class 54 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771000.000000 Penalty: 179211.343750
Iteration 346Q: 55 clusters Score -6.4771e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58214 members 
Mstep: Class 5 contains 21591 members 
Mstep: Class 6 contains 7717 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 6422 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90186 members 
Mstep: Class 11 contains 11201 members 
Mstep: Class 12 contains 31258 members 
Mstep: Class 13 contains 6607 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10408 members 
Mstep: Class 16 contains 16403 members 
Mstep: Class 17 contains 4823 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28749 members 
Mstep: Class 20 contains 10261 members 
Mstep: Class 21 contains 14434 members 
Mstep: Class 22 contains 10134 members 
Mstep: Class 23 contains 26734 members 
Mstep: Class 24 contains 12430 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 18096 members 
Mstep: Class 31 contains 16627 members 
Mstep: Class 32 contains 10413 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4653 members 
Mstep: Class 35 contains 12160 members 
Mstep: Class 36 contains 27676 members 
Mstep: Class 37 contains 20151 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8869 members 
Mstep: Class 40 contains 3400 members 
Mstep: Class 41 contains 16772 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7415 members 
Mstep: Class 45 contains 5306 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6038 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14465 members 
Mstep: Class 51 contains 4506 members 
Mstep: Class 52 contains 3369 members 
Mstep: Class 53 contains 16654 members 
Mstep: Class 54 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770976.000000 Penalty: 179211.343750
Iteration 347Q: 55 clusters Score -6.477098e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58215 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 7717 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 6418 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90186 members 
Mstep: Class 11 contains 11214 members 
Mstep: Class 12 contains 31258 members 
Mstep: Class 13 contains 6607 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10407 members 
Mstep: Class 16 contains 16405 members 
Mstep: Class 17 contains 4823 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28749 members 
Mstep: Class 20 contains 10262 members 
Mstep: Class 21 contains 14433 members 
Mstep: Class 22 contains 10134 members 
Mstep: Class 23 contains 26732 members 
Mstep: Class 24 contains 12424 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 18099 members 
Mstep: Class 31 contains 16626 members 
Mstep: Class 32 contains 10414 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4654 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27676 members 
Mstep: Class 37 contains 20152 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8870 members 
Mstep: Class 40 contains 3399 members 
Mstep: Class 41 contains 16769 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7415 members 
Mstep: Class 45 contains 5305 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6038 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14465 members 
Mstep: Class 51 contains 4506 members 
Mstep: Class 52 contains 3369 members 
Mstep: Class 53 contains 16654 members 
Mstep: Class 54 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770984.000000 Penalty: 179211.343750
Iteration 348Q: 55 clusters Score -6.477098e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58214 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 7717 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 6411 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90186 members 
Mstep: Class 11 contains 11223 members 
Mstep: Class 12 contains 31258 members 
Mstep: Class 13 contains 6608 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10406 members 
Mstep: Class 16 contains 16405 members 
Mstep: Class 17 contains 4823 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28749 members 
Mstep: Class 20 contains 10261 members 
Mstep: Class 21 contains 14432 members 
Mstep: Class 22 contains 10134 members 
Mstep: Class 23 contains 26740 members 
Mstep: Class 24 contains 12415 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 18100 members 
Mstep: Class 31 contains 16626 members 
Mstep: Class 32 contains 10414 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27676 members 
Mstep: Class 37 contains 20152 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8870 members 
Mstep: Class 40 contains 3398 members 
Mstep: Class 41 contains 16768 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7415 members 
Mstep: Class 45 contains 5305 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6038 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14465 members 
Mstep: Class 51 contains 4507 members 
Mstep: Class 52 contains 3369 members 
Mstep: Class 53 contains 16654 members 
Mstep: Class 54 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770956.000000 Penalty: 179211.343750
Iteration 349Q: 55 clusters Score -6.477096e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58210 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 7718 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 6399 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90186 members 
Mstep: Class 11 contains 11237 members 
Mstep: Class 12 contains 31258 members 
Mstep: Class 13 contains 6609 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10406 members 
Mstep: Class 16 contains 16400 members 
Mstep: Class 17 contains 4823 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28749 members 
Mstep: Class 20 contains 10260 members 
Mstep: Class 21 contains 14432 members 
Mstep: Class 22 contains 10135 members 
Mstep: Class 23 contains 26745 members 
Mstep: Class 24 contains 12412 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 18103 members 
Mstep: Class 31 contains 16625 members 
Mstep: Class 32 contains 10414 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27676 members 
Mstep: Class 37 contains 20152 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8870 members 
Mstep: Class 40 contains 3396 members 
Mstep: Class 41 contains 16767 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7415 members 
Mstep: Class 45 contains 5305 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14466 members 
Mstep: Class 51 contains 4508 members 
Mstep: Class 52 contains 3369 members 
Mstep: Class 53 contains 16654 members 
Mstep: Class 54 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770972.000000 Penalty: 179211.343750
Iteration 350Q: 55 clusters Score -6.477097e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58212 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 7718 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 8 contains 6396 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90186 members 
Mstep: Class 11 contains 11245 members 
Mstep: Class 12 contains 31257 members 
Mstep: Class 13 contains 6609 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10407 members 
Mstep: Class 16 contains 16403 members 
Mstep: Class 17 contains 4823 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28748 members 
Mstep: Class 20 contains 10259 members 
Mstep: Class 21 contains 14431 members 
Mstep: Class 22 contains 10135 members 
Mstep: Class 23 contains 26747 members 
Mstep: Class 24 contains 12405 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5568 members 
Mstep: Class 30 contains 18105 members 
Mstep: Class 31 contains 16625 members 
Mstep: Class 32 contains 10415 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27676 members 
Mstep: Class 37 contains 20152 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8868 members 
Mstep: Class 40 contains 3392 members 
Mstep: Class 41 contains 16766 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7415 members 
Mstep: Class 45 contains 5305 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6038 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14466 members 
Mstep: Class 51 contains 4511 members 
Mstep: Class 52 contains 3369 members 
Mstep: Class 53 contains 16654 members 
Mstep: Class 54 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770880.000000 Penalty: 179211.343750
Iteration 351Q: 55 clusters Score -6.477088e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58212 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 7718 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 8 contains 6385 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90186 members 
Mstep: Class 11 contains 11255 members 
Mstep: Class 12 contains 31257 members 
Mstep: Class 13 contains 6610 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10404 members 
Mstep: Class 16 contains 16407 members 
Mstep: Class 17 contains 4823 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10258 members 
Mstep: Class 21 contains 14429 members 
Mstep: Class 22 contains 10134 members 
Mstep: Class 23 contains 26751 members 
Mstep: Class 24 contains 12403 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5568 members 
Mstep: Class 30 contains 18113 members 
Mstep: Class 31 contains 16625 members 
Mstep: Class 32 contains 10414 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27676 members 
Mstep: Class 37 contains 20152 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8866 members 
Mstep: Class 40 contains 3389 members 
Mstep: Class 41 contains 16762 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7415 members 
Mstep: Class 45 contains 5305 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6038 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14466 members 
Mstep: Class 51 contains 4516 members 
Mstep: Class 52 contains 3369 members 
Mstep: Class 53 contains 16653 members 
Mstep: Class 54 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770848.000000 Penalty: 179211.343750
Iteration 352Q: 55 clusters Score -6.477085e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58213 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 7718 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 8 contains 6379 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90186 members 
Mstep: Class 11 contains 11261 members 
Mstep: Class 12 contains 31256 members 
Mstep: Class 13 contains 6612 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10403 members 
Mstep: Class 16 contains 16407 members 
Mstep: Class 17 contains 4823 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10258 members 
Mstep: Class 21 contains 14428 members 
Mstep: Class 22 contains 10134 members 
Mstep: Class 23 contains 26760 members 
Mstep: Class 24 contains 12398 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5568 members 
Mstep: Class 30 contains 18119 members 
Mstep: Class 31 contains 16625 members 
Mstep: Class 32 contains 10414 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27676 members 
Mstep: Class 37 contains 20152 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8864 members 
Mstep: Class 40 contains 3385 members 
Mstep: Class 41 contains 16755 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7415 members 
Mstep: Class 45 contains 5305 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6038 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14466 members 
Mstep: Class 51 contains 4519 members 
Mstep: Class 52 contains 3369 members 
Mstep: Class 53 contains 16653 members 
Mstep: Class 54 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770892.000000 Penalty: 179211.343750
Iteration 353Q: 55 clusters Score -6.477089e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58209 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 7718 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 8 contains 6371 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90186 members 
Mstep: Class 11 contains 11261 members 
Mstep: Class 12 contains 31256 members 
Mstep: Class 13 contains 6614 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10400 members 
Mstep: Class 16 contains 16405 members 
Mstep: Class 17 contains 4823 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10258 members 
Mstep: Class 21 contains 14428 members 
Mstep: Class 22 contains 10134 members 
Mstep: Class 23 contains 26776 members 
Mstep: Class 24 contains 12398 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5567 members 
Mstep: Class 30 contains 18125 members 
Mstep: Class 31 contains 16624 members 
Mstep: Class 32 contains 10414 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27676 members 
Mstep: Class 37 contains 20152 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8862 members 
Mstep: Class 40 contains 3383 members 
Mstep: Class 41 contains 16749 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7415 members 
Mstep: Class 45 contains 5305 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6038 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14467 members 
Mstep: Class 51 contains 4523 members 
Mstep: Class 52 contains 3369 members 
Mstep: Class 53 contains 16653 members 
Mstep: Class 54 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770904.000000 Penalty: 179211.343750
Iteration 354Q: 55 clusters Score -6.47709e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58205 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 7717 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 8 contains 6364 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90186 members 
Mstep: Class 11 contains 11262 members 
Mstep: Class 12 contains 31256 members 
Mstep: Class 13 contains 6616 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10395 members 
Mstep: Class 16 contains 16405 members 
Mstep: Class 17 contains 4823 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10258 members 
Mstep: Class 21 contains 14429 members 
Mstep: Class 22 contains 10134 members 
Mstep: Class 23 contains 26782 members 
Mstep: Class 24 contains 12405 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5566 members 
Mstep: Class 30 contains 18128 members 
Mstep: Class 31 contains 16621 members 
Mstep: Class 32 contains 10414 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12157 members 
Mstep: Class 36 contains 27675 members 
Mstep: Class 37 contains 20151 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8863 members 
Mstep: Class 40 contains 3381 members 
Mstep: Class 41 contains 16751 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7415 members 
Mstep: Class 45 contains 5305 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6038 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14468 members 
Mstep: Class 51 contains 4525 members 
Mstep: Class 52 contains 3369 members 
Mstep: Class 53 contains 16653 members 
Mstep: Class 54 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770880.000000 Penalty: 179211.343750
Iteration 355Q: 55 clusters Score -6.477088e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58204 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 7717 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 8 contains 6362 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90186 members 
Mstep: Class 11 contains 11257 members 
Mstep: Class 12 contains 31256 members 
Mstep: Class 13 contains 6616 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10390 members 
Mstep: Class 16 contains 16403 members 
Mstep: Class 17 contains 4823 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10258 members 
Mstep: Class 21 contains 14427 members 
Mstep: Class 22 contains 10134 members 
Mstep: Class 23 contains 26789 members 
Mstep: Class 24 contains 12408 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5566 members 
Mstep: Class 30 contains 18133 members 
Mstep: Class 31 contains 16620 members 
Mstep: Class 32 contains 10415 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12155 members 
Mstep: Class 36 contains 27675 members 
Mstep: Class 37 contains 20152 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8863 members 
Mstep: Class 40 contains 3378 members 
Mstep: Class 41 contains 16748 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7415 members 
Mstep: Class 45 contains 5305 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6040 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14471 members 
Mstep: Class 51 contains 4529 members 
Mstep: Class 52 contains 3369 members 
Mstep: Class 53 contains 16653 members 
Mstep: Class 54 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770892.000000 Penalty: 179211.343750
Iteration 356Q: 55 clusters Score -6.477089e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58204 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 7717 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 8 contains 6360 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90186 members 
Mstep: Class 11 contains 11252 members 
Mstep: Class 12 contains 31256 members 
Mstep: Class 13 contains 6623 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10386 members 
Mstep: Class 16 contains 16400 members 
Mstep: Class 17 contains 4823 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10258 members 
Mstep: Class 21 contains 14425 members 
Mstep: Class 22 contains 10134 members 
Mstep: Class 23 contains 26784 members 
Mstep: Class 24 contains 12414 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5566 members 
Mstep: Class 30 contains 18143 members 
Mstep: Class 31 contains 16618 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12155 members 
Mstep: Class 36 contains 27675 members 
Mstep: Class 37 contains 20152 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8863 members 
Mstep: Class 40 contains 3373 members 
Mstep: Class 41 contains 16747 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7414 members 
Mstep: Class 45 contains 5305 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6040 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14471 members 
Mstep: Class 51 contains 4535 members 
Mstep: Class 52 contains 3369 members 
Mstep: Class 53 contains 16653 members 
Mstep: Class 54 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770940.000000 Penalty: 179211.343750
Iteration 357Q: 55 clusters Score -6.477094e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58205 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 7717 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 8 contains 6361 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90186 members 
Mstep: Class 11 contains 11250 members 
Mstep: Class 12 contains 31256 members 
Mstep: Class 13 contains 6624 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10383 members 
Mstep: Class 16 contains 16397 members 
Mstep: Class 17 contains 4823 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10258 members 
Mstep: Class 21 contains 14426 members 
Mstep: Class 22 contains 10135 members 
Mstep: Class 23 contains 26787 members 
Mstep: Class 24 contains 12412 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5566 members 
Mstep: Class 30 contains 18147 members 
Mstep: Class 31 contains 16618 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12154 members 
Mstep: Class 36 contains 27675 members 
Mstep: Class 37 contains 20153 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8863 members 
Mstep: Class 40 contains 3368 members 
Mstep: Class 41 contains 16747 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7412 members 
Mstep: Class 45 contains 5305 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6040 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14471 members 
Mstep: Class 51 contains 4540 members 
Mstep: Class 52 contains 3369 members 
Mstep: Class 53 contains 16653 members 
Mstep: Class 54 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770924.000000 Penalty: 179211.343750
Iteration 358Q: 55 clusters Score -6.477092e+07 nChanged 50
Entering ConstructFrom: 
Score: -64770924.000000 Penalty: 179211.343750
Entering ConstructFrom: 
Trying to split cluster 1 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -32254.941406 Penalty: 1433.624390
	Iteration 0F: 2 clusters Score -32254.94 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 164 members 
Entering Unmasked Estep 
Score: -30916.845703 Penalty: 2867.248779
	Iteration 0F: 3 clusters Score -30916.85 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31037.238281 Penalty: 2867.248779
	Iteration 1F: 3 clusters Score -31037.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31082.353516 Penalty: 2867.248779
	Iteration 2Q: 3 clusters Score -31082.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31095.486328 Penalty: 2867.248779
	Iteration 3Q: 3 clusters Score -31095.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31109.341797 Penalty: 2867.248779
	Iteration 4Q: 3 clusters Score -31109.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31112.869141 Penalty: 2867.248779
	Iteration 5Q: 3 clusters Score -31112.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31112.869141 Penalty: 2867.248779
	Iteration 6F: 3 clusters Score -31112.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -108658.406250 Penalty: 1709.375122
	Iteration 0F: 2 clusters Score -108658.4 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: -106712.632812 Penalty: 3418.750244
	Iteration 0F: 3 clusters Score -106712.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -106967.343750 Penalty: 3418.750244
	Iteration 1F: 3 clusters Score -106967.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -107027.546875 Penalty: 3418.750244
	Iteration 2Q: 3 clusters Score -107027.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -107071.492188 Penalty: 3418.750244
	Iteration 3Q: 3 clusters Score -107071.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -107093.140625 Penalty: 3418.750244
	Iteration 4Q: 3 clusters Score -107093.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -107103.562500 Penalty: 3418.750244
	Iteration 5Q: 3 clusters Score -107103.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -107115.937500 Penalty: 3418.750244
	Iteration 6Q: 3 clusters Score -107115.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -107122.812500 Penalty: 3418.750244
	Iteration 7Q: 3 clusters Score -107122.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -107128.562500 Penalty: 3418.750244
	Iteration 8Q: 3 clusters Score -107128.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -107131.953125 Penalty: 3418.750244
	Iteration 9Q: 3 clusters Score -107132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -107136.039062 Penalty: 3418.750244
	Iteration 10Q: 3 clusters Score -107136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -107138.632812 Penalty: 3418.750244
	Iteration 11Q: 3 clusters Score -107138.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -107139.945312 Penalty: 3418.750244
	Iteration 12Q: 3 clusters Score -107139.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -107140.867188 Penalty: 3418.750244
	Iteration 13Q: 3 clusters Score -107140.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -107140.867188 Penalty: 3418.750244
	Iteration 14F: 3 clusters Score -107140.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -43997.398438 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -43997.4 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 254 members 
Entering Unmasked Estep 
Score: -42515.449219 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -42515.45 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -42677.070312 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -42677.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42740.355469 Penalty: 3077.460693
	Iteration 2Q: 3 clusters Score -42740.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -42828.453125 Penalty: 3077.460693
	Iteration 3Q: 3 clusters Score -42828.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42910.144531 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -42910.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42958.593750 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -42958.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42987.863281 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -42987.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43018.089844 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -43018.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43038.179688 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -43038.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43052.625000 Penalty: 3077.460693
	Iteration 9Q: 3 clusters Score -43052.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43058.722656 Penalty: 3077.460693
	Iteration 10Q: 3 clusters Score -43058.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43065.316406 Penalty: 3077.460693
	Iteration 11Q: 3 clusters Score -43065.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43077.179688 Penalty: 3077.460693
	Iteration 12Q: 3 clusters Score -43077.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43089.460938 Penalty: 3077.460693
	Iteration 13Q: 3 clusters Score -43089.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43106.625000 Penalty: 3077.460693
	Iteration 14Q: 3 clusters Score -43106.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -43142.410156 Penalty: 3077.460693
	Iteration 15Q: 3 clusters Score -43142.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43170.917969 Penalty: 3077.460693
	Iteration 16Q: 3 clusters Score -43170.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43210.070312 Penalty: 3077.460693
	Iteration 17Q: 3 clusters Score -43210.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -43241.707031 Penalty: 3077.460693
	Iteration 18Q: 3 clusters Score -43241.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43256.414062 Penalty: 3077.460693
	Iteration 19Q: 3 clusters Score -43256.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43256.414062 Penalty: 3077.460693
	Iteration 20F: 3 clusters Score -43256.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (58206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58206 members 
Entering Unmasked Estep 
Score: -5784688.000000 Penalty: 2720.992432
	Iteration 0F: 2 clusters Score -5784688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -5745460.000000 Penalty: 5441.984863
	Iteration 0F: 3 clusters Score -5745460 nChanged 27146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -5761126.000000 Penalty: 5441.984863
	Iteration 1F: 3 clusters Score -5761126 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -5762149.000000 Penalty: 5441.984863
	Iteration 2Q: 3 clusters Score -5762149 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -5763380.500000 Penalty: 5441.984863
	Iteration 3Q: 3 clusters Score -5763380 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -5764755.000000 Penalty: 5441.984863
	Iteration 4F: 3 clusters Score -5764755 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -5766343.500000 Penalty: 5441.984863
	Iteration 5F: 3 clusters Score -5766344 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -5768185.000000 Penalty: 5441.984863
	Iteration 6F: 3 clusters Score -5768185 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -5769979.000000 Penalty: 5441.984863
	Iteration 7F: 3 clusters Score -5769979 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -5771942.000000 Penalty: 5441.984863
	Iteration 8F: 3 clusters Score -5771942 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -5773857.500000 Penalty: 5441.984863
	Iteration 9Q: 3 clusters Score -5773858 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -5775595.000000 Penalty: 5441.984863
	Iteration 10Q: 3 clusters Score -5775595 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -5777126.000000 Penalty: 5441.984863
	Iteration 11Q: 3 clusters Score -5777126 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49940 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -5778404.000000 Penalty: 5441.984863
	Iteration 12Q: 3 clusters Score -5778404 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51488 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -5779489.000000 Penalty: 5441.984863
	Iteration 13Q: 3 clusters Score -5779489 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52734 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -5780297.500000 Penalty: 5441.984863
	Iteration 14Q: 3 clusters Score -5780298 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53722 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -5780933.000000 Penalty: 5441.984863
	Iteration 15Q: 3 clusters Score -5780933 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54484 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -5781442.000000 Penalty: 5441.984863
	Iteration 16Q: 3 clusters Score -5781442 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55100 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -5781894.500000 Penalty: 5441.984863
	Iteration 17Q: 3 clusters Score -5781894 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55540 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -5782215.000000 Penalty: 5441.984863
	Iteration 18Q: 3 clusters Score -5782215 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55828 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -5782423.000000 Penalty: 5441.984863
	Iteration 19Q: 3 clusters Score -5782423 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56060 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -5782584.000000 Penalty: 5441.984863
	Iteration 20F: 3 clusters Score -5782584 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56224 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -5782723.000000 Penalty: 5441.984863
	Iteration 21Q: 3 clusters Score -5782723 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56350 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -5782827.000000 Penalty: 5441.984863
	Iteration 22Q: 3 clusters Score -5782827 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56439 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -5782919.000000 Penalty: 5441.984863
	Iteration 23Q: 3 clusters Score -5782919 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56496 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5782991.500000 Penalty: 5441.984863
	Iteration 24Q: 3 clusters Score -5782992 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56534 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -5783048.500000 Penalty: 5441.984863
	Iteration 25Q: 3 clusters Score -5783048 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56565 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -5783097.500000 Penalty: 5441.984863
	Iteration 26Q: 3 clusters Score -5783098 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56594 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -5783133.000000 Penalty: 5441.984863
	Iteration 27Q: 3 clusters Score -5783133 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56617 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -5783179.000000 Penalty: 5441.984863
	Iteration 28Q: 3 clusters Score -5783179 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56648 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5783226.500000 Penalty: 5441.984863
	Iteration 29Q: 3 clusters Score -5783226 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56666 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -5783278.500000 Penalty: 5441.984863
	Iteration 30Q: 3 clusters Score -5783278 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56689 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5783335.500000 Penalty: 5441.984863
	Iteration 31Q: 3 clusters Score -5783336 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56708 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5783397.000000 Penalty: 5441.984863
	Iteration 32Q: 3 clusters Score -5783397 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56709 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5783414.500000 Penalty: 5441.984863
	Iteration 33Q: 3 clusters Score -5783414 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56707 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -5783427.000000 Penalty: 5441.984863
	Iteration 34Q: 3 clusters Score -5783427 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56705 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5783436.000000 Penalty: 5441.984863
	Iteration 35Q: 3 clusters Score -5783436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56696 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5783435.000000 Penalty: 5441.984863
	Iteration 36Q: 3 clusters Score -5783435 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56691 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5783437.500000 Penalty: 5441.984863
	Iteration 37Q: 3 clusters Score -5783438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56681 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5783451.500000 Penalty: 5441.984863
	Iteration 38Q: 3 clusters Score -5783452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56679 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -5783461.000000 Penalty: 5441.984863
	Iteration 39Q: 3 clusters Score -5783461 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56678 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5783471.000000 Penalty: 5441.984863
	Iteration 40F: 3 clusters Score -5783471 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56672 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -5783479.500000 Penalty: 5441.984863
	Iteration 41Q: 3 clusters Score -5783480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56669 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5783470.500000 Penalty: 5441.984863
	Iteration 42Q: 3 clusters Score -5783470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5783472.500000 Penalty: 5441.984863
	Iteration 43Q: 3 clusters Score -5783472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56657 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -5783469.000000 Penalty: 5441.984863
	Iteration 44Q: 3 clusters Score -5783469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56656 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5783485.000000 Penalty: 5441.984863
	Iteration 45Q: 3 clusters Score -5783485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56654 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5783478.000000 Penalty: 5441.984863
	Iteration 46Q: 3 clusters Score -5783478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56657 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -5783485.000000 Penalty: 5441.984863
	Iteration 47Q: 3 clusters Score -5783485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56656 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5783487.500000 Penalty: 5441.984863
	Iteration 48Q: 3 clusters Score -5783488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56656 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5783486.000000 Penalty: 5441.984863
	Iteration 49Q: 3 clusters Score -5783486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56656 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5783487.500000 Penalty: 5441.984863
	Iteration 50Q: 3 clusters Score -5783488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56656 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5783487.500000 Penalty: 5441.984863
	Iteration 51F: 3 clusters Score -5783488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Entering Unmasked Estep 
Score: -2365780.750000 Penalty: 2475.036377
	Iteration 0F: 2 clusters Score -2365781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -2350588.750000 Penalty: 4950.072754
	Iteration 0F: 3 clusters Score -2350589 nChanged 9543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2355602.500000 Penalty: 4950.072754
	Iteration 1F: 3 clusters Score -2355602 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2355948.000000 Penalty: 4950.072754
	Iteration 2Q: 3 clusters Score -2355948 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2356222.250000 Penalty: 4950.072754
	Iteration 3Q: 3 clusters Score -2356222 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2356464.000000 Penalty: 4950.072754
	Iteration 4Q: 3 clusters Score -2356464 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2356668.250000 Penalty: 4950.072754
	Iteration 5Q: 3 clusters Score -2356668 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2356857.250000 Penalty: 4950.072754
	Iteration 6Q: 3 clusters Score -2356857 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2357030.000000 Penalty: 4950.072754
	Iteration 7Q: 3 clusters Score -2357030 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2357205.250000 Penalty: 4950.072754
	Iteration 8Q: 3 clusters Score -2357205 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2357369.000000 Penalty: 4950.072754
	Iteration 9Q: 3 clusters Score -2357369 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2357518.000000 Penalty: 4950.072754
	Iteration 10Q: 3 clusters Score -2357518 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2357640.250000 Penalty: 4950.072754
	Iteration 11Q: 3 clusters Score -2357640 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -2357783.750000 Penalty: 4950.072754
	Iteration 12Q: 3 clusters Score -2357784 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2357934.250000 Penalty: 4950.072754
	Iteration 13Q: 3 clusters Score -2357934 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2358080.250000 Penalty: 4950.072754
	Iteration 14Q: 3 clusters Score -2358080 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -2358251.000000 Penalty: 4950.072754
	Iteration 15Q: 3 clusters Score -2358251 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2358423.000000 Penalty: 4950.072754
	Iteration 16Q: 3 clusters Score -2358423 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2358603.250000 Penalty: 4950.072754
	Iteration 17Q: 3 clusters Score -2358603 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -2358774.750000 Penalty: 4950.072754
	Iteration 18Q: 3 clusters Score -2358775 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2358936.250000 Penalty: 4950.072754
	Iteration 19Q: 3 clusters Score -2358936 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -2359099.000000 Penalty: 4950.072754
	Iteration 20F: 3 clusters Score -2359099 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -2359259.250000 Penalty: 4950.072754
	Iteration 21Q: 3 clusters Score -2359259 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2359431.500000 Penalty: 4950.072754
	Iteration 22Q: 3 clusters Score -2359432 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2359638.500000 Penalty: 4950.072754
	Iteration 23Q: 3 clusters Score -2359638 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2359828.250000 Penalty: 4950.072754
	Iteration 24Q: 3 clusters Score -2359828 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2360047.750000 Penalty: 4950.072754
	Iteration 25Q: 3 clusters Score -2360048 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2360277.000000 Penalty: 4950.072754
	Iteration 26Q: 3 clusters Score -2360277 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2360506.750000 Penalty: 4950.072754
	Iteration 27Q: 3 clusters Score -2360507 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2360788.750000 Penalty: 4950.072754
	Iteration 28Q: 3 clusters Score -2360789 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2361075.250000 Penalty: 4950.072754
	Iteration 29Q: 3 clusters Score -2361075 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -2361413.750000 Penalty: 4950.072754
	Iteration 30Q: 3 clusters Score -2361414 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2361749.750000 Penalty: 4950.072754
	Iteration 31Q: 3 clusters Score -2361750 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -2362056.750000 Penalty: 4950.072754
	Iteration 32Q: 3 clusters Score -2362057 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -2362308.500000 Penalty: 4950.072754
	Iteration 33Q: 3 clusters Score -2362308 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2362528.750000 Penalty: 4950.072754
	Iteration 34Q: 3 clusters Score -2362529 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -2362750.750000 Penalty: 4950.072754
	Iteration 35Q: 3 clusters Score -2362751 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -2362923.500000 Penalty: 4950.072754
	Iteration 36Q: 3 clusters Score -2362924 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -2363048.750000 Penalty: 4950.072754
	Iteration 37Q: 3 clusters Score -2363049 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -2363133.250000 Penalty: 4950.072754
	Iteration 38Q: 3 clusters Score -2363133 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -2363216.500000 Penalty: 4950.072754
	Iteration 39Q: 3 clusters Score -2363216 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -2363296.750000 Penalty: 4950.072754
	Iteration 40F: 3 clusters Score -2363297 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -2363371.250000 Penalty: 4950.072754
	Iteration 41Q: 3 clusters Score -2363371 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -2363443.750000 Penalty: 4950.072754
	Iteration 42Q: 3 clusters Score -2363444 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -2363480.750000 Penalty: 4950.072754
	Iteration 43Q: 3 clusters Score -2363481 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -2363507.500000 Penalty: 4950.072754
	Iteration 44Q: 3 clusters Score -2363508 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -2363534.750000 Penalty: 4950.072754
	Iteration 45Q: 3 clusters Score -2363535 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -2363557.000000 Penalty: 4950.072754
	Iteration 46Q: 3 clusters Score -2363557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -2363568.000000 Penalty: 4950.072754
	Iteration 47Q: 3 clusters Score -2363568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -2363573.750000 Penalty: 4950.072754
	Iteration 48Q: 3 clusters Score -2363574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -2363581.500000 Penalty: 4950.072754
	Iteration 49Q: 3 clusters Score -2363582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -2363590.250000 Penalty: 4950.072754
	Iteration 50Q: 3 clusters Score -2363590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -2363599.250000 Penalty: 4950.072754
	Iteration 51Q: 3 clusters Score -2363599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -2363600.000000 Penalty: 4950.072754
	Iteration 52Q: 3 clusters Score -2363600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -2363601.250000 Penalty: 4950.072754
	Iteration 53Q: 3 clusters Score -2363601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -2363603.000000 Penalty: 4950.072754
	Iteration 54Q: 3 clusters Score -2363603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -2363602.750000 Penalty: 4950.072754
	Iteration 55Q: 3 clusters Score -2363603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -2363609.750000 Penalty: 4950.072754
	Iteration 56Q: 3 clusters Score -2363610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -2363616.500000 Penalty: 4950.072754
	Iteration 57Q: 3 clusters Score -2363616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -2363622.750000 Penalty: 4950.072754
	Iteration 58Q: 3 clusters Score -2363623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -2363624.750000 Penalty: 4950.072754
	Iteration 59Q: 3 clusters Score -2363625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -2363638.500000 Penalty: 4950.072754
	Iteration 60F: 3 clusters Score -2363638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -2363637.750000 Penalty: 4950.072754
	Iteration 61Q: 3 clusters Score -2363638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -2363638.750000 Penalty: 4950.072754
	Iteration 62Q: 3 clusters Score -2363639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -2363641.000000 Penalty: 4950.072754
	Iteration 63Q: 3 clusters Score -2363641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -2363644.000000 Penalty: 4950.072754
	Iteration 64Q: 3 clusters Score -2363644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -2363644.500000 Penalty: 4950.072754
	Iteration 65Q: 3 clusters Score -2363644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -2363644.750000 Penalty: 4950.072754
	Iteration 66Q: 3 clusters Score -2363645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -2363649.500000 Penalty: 4950.072754
	Iteration 67Q: 3 clusters Score -2363650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -2363649.000000 Penalty: 4950.072754
	Iteration 68Q: 3 clusters Score -2363649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -2363649.250000 Penalty: 4950.072754
	Iteration 69Q: 3 clusters Score -2363649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -2363649.250000 Penalty: 4950.072754
	Iteration 70F: 3 clusters Score -2363649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Entering Unmasked Estep 
Score: -834812.062500 Penalty: 2219.893066
	Iteration 0F: 2 clusters Score -834812.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -828573.250000 Penalty: 4439.786133
	Iteration 0F: 3 clusters Score -828573.2 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -830263.875000 Penalty: 4439.786133
	Iteration 1F: 3 clusters Score -830263.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -830571.625000 Penalty: 4439.786133
	Iteration 2F: 3 clusters Score -830571.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -830781.937500 Penalty: 4439.786133
	Iteration 3F: 3 clusters Score -830781.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -830993.187500 Penalty: 4439.786133
	Iteration 4Q: 3 clusters Score -830993.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -831249.812500 Penalty: 4439.786133
	Iteration 5Q: 3 clusters Score -831249.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -831527.937500 Penalty: 4439.786133
	Iteration 6Q: 3 clusters Score -831527.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -831834.437500 Penalty: 4439.786133
	Iteration 7F: 3 clusters Score -831834.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -832121.187500 Penalty: 4439.786133
	Iteration 8Q: 3 clusters Score -832121.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -832397.187500 Penalty: 4439.786133
	Iteration 9Q: 3 clusters Score -832397.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -832621.312500 Penalty: 4439.786133
	Iteration 10Q: 3 clusters Score -832621.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -832789.875000 Penalty: 4439.786133
	Iteration 11Q: 3 clusters Score -832789.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -832905.187500 Penalty: 4439.786133
	Iteration 12Q: 3 clusters Score -832905.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -833003.750000 Penalty: 4439.786133
	Iteration 13Q: 3 clusters Score -833003.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -833091.250000 Penalty: 4439.786133
	Iteration 14Q: 3 clusters Score -833091.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -833153.375000 Penalty: 4439.786133
	Iteration 15Q: 3 clusters Score -833153.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -833207.250000 Penalty: 4439.786133
	Iteration 16Q: 3 clusters Score -833207.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -833257.062500 Penalty: 4439.786133
	Iteration 17Q: 3 clusters Score -833257.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -833294.000000 Penalty: 4439.786133
	Iteration 18Q: 3 clusters Score -833294 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -833317.937500 Penalty: 4439.786133
	Iteration 19Q: 3 clusters Score -833317.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -833329.500000 Penalty: 4439.786133
	Iteration 20F: 3 clusters Score -833329.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -833341.500000 Penalty: 4439.786133
	Iteration 21Q: 3 clusters Score -833341.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -833348.062500 Penalty: 4439.786133
	Iteration 22Q: 3 clusters Score -833348.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -833363.000000 Penalty: 4439.786133
	Iteration 23Q: 3 clusters Score -833363 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -833376.562500 Penalty: 4439.786133
	Iteration 24Q: 3 clusters Score -833376.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -833391.000000 Penalty: 4439.786133
	Iteration 25Q: 3 clusters Score -833391 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -833401.312500 Penalty: 4439.786133
	Iteration 26Q: 3 clusters Score -833401.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -833406.187500 Penalty: 4439.786133
	Iteration 27Q: 3 clusters Score -833406.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -833415.687500 Penalty: 4439.786133
	Iteration 28Q: 3 clusters Score -833415.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -833421.562500 Penalty: 4439.786133
	Iteration 29Q: 3 clusters Score -833421.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -833430.562500 Penalty: 4439.786133
	Iteration 30Q: 3 clusters Score -833430.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -833433.750000 Penalty: 4439.786133
	Iteration 31Q: 3 clusters Score -833433.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -833433.562500 Penalty: 4439.786133
	Iteration 32Q: 3 clusters Score -833433.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -833439.937500 Penalty: 4439.786133
	Iteration 33Q: 3 clusters Score -833439.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -833444.250000 Penalty: 4439.786133
	Iteration 34Q: 3 clusters Score -833444.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -833443.687500 Penalty: 4439.786133
	Iteration 35Q: 3 clusters Score -833443.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -833445.875000 Penalty: 4439.786133
	Iteration 36Q: 3 clusters Score -833445.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -833450.250000 Penalty: 4439.786133
	Iteration 37Q: 3 clusters Score -833450.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -833453.000000 Penalty: 4439.786133
	Iteration 38Q: 3 clusters Score -833453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -833452.687500 Penalty: 4439.786133
	Iteration 39Q: 3 clusters Score -833452.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -833452.437500 Penalty: 4439.786133
	Iteration 40F: 3 clusters Score -833452.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -833451.687500 Penalty: 4439.786133
	Iteration 41Q: 3 clusters Score -833451.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -833451.687500 Penalty: 4439.786133
	Iteration 42F: 3 clusters Score -833451.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -188495.906250 Penalty: 1869.150513
	Iteration 0F: 2 clusters Score -188495.9 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 954 members 
Entering Unmasked Estep 
Score: -185957.359375 Penalty: 3738.301025
	Iteration 0F: 3 clusters Score -185957.4 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -186408.609375 Penalty: 3738.301025
	Iteration 1F: 3 clusters Score -186408.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -186551.828125 Penalty: 3738.301025
	Iteration 2F: 3 clusters Score -186551.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -186623.843750 Penalty: 3738.301025
	Iteration 3Q: 3 clusters Score -186623.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -186671.671875 Penalty: 3738.301025
	Iteration 4Q: 3 clusters Score -186671.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -186702.609375 Penalty: 3738.301025
	Iteration 5Q: 3 clusters Score -186702.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -186720.500000 Penalty: 3738.301025
	Iteration 6Q: 3 clusters Score -186720.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -186742.875000 Penalty: 3738.301025
	Iteration 7Q: 3 clusters Score -186742.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -186777.281250 Penalty: 3738.301025
	Iteration 8Q: 3 clusters Score -186777.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -186808.781250 Penalty: 3738.301025
	Iteration 9Q: 3 clusters Score -186808.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -186835.453125 Penalty: 3738.301025
	Iteration 10Q: 3 clusters Score -186835.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -186866.437500 Penalty: 3738.301025
	Iteration 11Q: 3 clusters Score -186866.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -186882.703125 Penalty: 3738.301025
	Iteration 12Q: 3 clusters Score -186882.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -186900.921875 Penalty: 3738.301025
	Iteration 13Q: 3 clusters Score -186900.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -186915.796875 Penalty: 3738.301025
	Iteration 14Q: 3 clusters Score -186915.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -186932.218750 Penalty: 3738.301025
	Iteration 15Q: 3 clusters Score -186932.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -186945.750000 Penalty: 3738.301025
	Iteration 16Q: 3 clusters Score -186945.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -186958.125000 Penalty: 3738.301025
	Iteration 17Q: 3 clusters Score -186958.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -186966.515625 Penalty: 3738.301025
	Iteration 18Q: 3 clusters Score -186966.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -186971.750000 Penalty: 3738.301025
	Iteration 19Q: 3 clusters Score -186971.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -186977.375000 Penalty: 3738.301025
	Iteration 20F: 3 clusters Score -186977.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -186980.921875 Penalty: 3738.301025
	Iteration 21Q: 3 clusters Score -186980.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -186987.015625 Penalty: 3738.301025
	Iteration 22Q: 3 clusters Score -186987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -186991.078125 Penalty: 3738.301025
	Iteration 23Q: 3 clusters Score -186991.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -186997.234375 Penalty: 3738.301025
	Iteration 24Q: 3 clusters Score -186997.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -187000.484375 Penalty: 3738.301025
	Iteration 25Q: 3 clusters Score -187000.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -187000.765625 Penalty: 3738.301025
	Iteration 26Q: 3 clusters Score -187000.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -187002.078125 Penalty: 3738.301025
	Iteration 27Q: 3 clusters Score -187002.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -187002.937500 Penalty: 3738.301025
	Iteration 28Q: 3 clusters Score -187002.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -187002.937500 Penalty: 3738.301025
	Iteration 29F: 3 clusters Score -187002.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Entering Unmasked Estep 
Score: -409168.656250 Penalty: 2171.969482
	Iteration 0F: 2 clusters Score -409168.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -403878.781250 Penalty: 4343.938965
	Iteration 0F: 3 clusters Score -403878.8 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -405338.750000 Penalty: 4343.938965
	Iteration 1F: 3 clusters Score -405338.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -405763.281250 Penalty: 4343.938965
	Iteration 2F: 3 clusters Score -405763.3 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -406200.687500 Penalty: 4343.938965
	Iteration 3F: 3 clusters Score -406200.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -406670.531250 Penalty: 4343.938965
	Iteration 4F: 3 clusters Score -406670.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -407152.031250 Penalty: 4343.938965
	Iteration 5F: 3 clusters Score -407152 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -407610.125000 Penalty: 4343.938965
	Iteration 6F: 3 clusters Score -407610.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -407931.156250 Penalty: 4343.938965
	Iteration 7F: 3 clusters Score -407931.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -408121.875000 Penalty: 4343.938965
	Iteration 8Q: 3 clusters Score -408121.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -408241.812500 Penalty: 4343.938965
	Iteration 9Q: 3 clusters Score -408241.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -408334.906250 Penalty: 4343.938965
	Iteration 10Q: 3 clusters Score -408334.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -408419.625000 Penalty: 4343.938965
	Iteration 11Q: 3 clusters Score -408419.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -408475.937500 Penalty: 4343.938965
	Iteration 12Q: 3 clusters Score -408475.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -408508.375000 Penalty: 4343.938965
	Iteration 13Q: 3 clusters Score -408508.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -408530.812500 Penalty: 4343.938965
	Iteration 14Q: 3 clusters Score -408530.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -408548.906250 Penalty: 4343.938965
	Iteration 15Q: 3 clusters Score -408548.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -408563.812500 Penalty: 4343.938965
	Iteration 16Q: 3 clusters Score -408563.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -408577.531250 Penalty: 4343.938965
	Iteration 17Q: 3 clusters Score -408577.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -408588.750000 Penalty: 4343.938965
	Iteration 18Q: 3 clusters Score -408588.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -408599.343750 Penalty: 4343.938965
	Iteration 19Q: 3 clusters Score -408599.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -408607.218750 Penalty: 4343.938965
	Iteration 20F: 3 clusters Score -408607.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -408612.437500 Penalty: 4343.938965
	Iteration 21Q: 3 clusters Score -408612.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -408620.031250 Penalty: 4343.938965
	Iteration 22Q: 3 clusters Score -408620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -408627.156250 Penalty: 4343.938965
	Iteration 23Q: 3 clusters Score -408627.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -408635.843750 Penalty: 4343.938965
	Iteration 24Q: 3 clusters Score -408635.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -408642.281250 Penalty: 4343.938965
	Iteration 25Q: 3 clusters Score -408642.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -408650.406250 Penalty: 4343.938965
	Iteration 26Q: 3 clusters Score -408650.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -408654.312500 Penalty: 4343.938965
	Iteration 27Q: 3 clusters Score -408654.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -408657.218750 Penalty: 4343.938965
	Iteration 28Q: 3 clusters Score -408657.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -408663.125000 Penalty: 4343.938965
	Iteration 29Q: 3 clusters Score -408663.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -408667.125000 Penalty: 4343.938965
	Iteration 30Q: 3 clusters Score -408667.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -408673.937500 Penalty: 4343.938965
	Iteration 31Q: 3 clusters Score -408673.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -408684.187500 Penalty: 4343.938965
	Iteration 32Q: 3 clusters Score -408684.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -408694.593750 Penalty: 4343.938965
	Iteration 33Q: 3 clusters Score -408694.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -408708.281250 Penalty: 4343.938965
	Iteration 34Q: 3 clusters Score -408708.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -408716.875000 Penalty: 4343.938965
	Iteration 35Q: 3 clusters Score -408716.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -408724.406250 Penalty: 4343.938965
	Iteration 36Q: 3 clusters Score -408724.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -408728.468750 Penalty: 4343.938965
	Iteration 37Q: 3 clusters Score -408728.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -408729.500000 Penalty: 4343.938965
	Iteration 38Q: 3 clusters Score -408729.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -408731.000000 Penalty: 4343.938965
	Iteration 39Q: 3 clusters Score -408731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -408732.562500 Penalty: 4343.938965
	Iteration 40F: 3 clusters Score -408732.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -408734.312500 Penalty: 4343.938965
	Iteration 41Q: 3 clusters Score -408734.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -408734.500000 Penalty: 4343.938965
	Iteration 42Q: 3 clusters Score -408734.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -408735.343750 Penalty: 4343.938965
	Iteration 43Q: 3 clusters Score -408735.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -408736.687500 Penalty: 4343.938965
	Iteration 44Q: 3 clusters Score -408736.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -408736.781250 Penalty: 4343.938965
	Iteration 45Q: 3 clusters Score -408736.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -408736.875000 Penalty: 4343.938965
	Iteration 46Q: 3 clusters Score -408736.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -408737.593750 Penalty: 4343.938965
	Iteration 47Q: 3 clusters Score -408737.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -408737.593750 Penalty: 4343.938965
	Iteration 48F: 3 clusters Score -408737.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -70694.570312 Penalty: 1630.272583
	Iteration 0F: 2 clusters Score -70694.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -68967.750000 Penalty: 3260.545166
	Iteration 0F: 3 clusters Score -68967.75 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -69182.968750 Penalty: 3260.545166
	Iteration 1F: 3 clusters Score -69182.97 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -69258.187500 Penalty: 3260.545166
	Iteration 2F: 3 clusters Score -69258.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -69301.187500 Penalty: 3260.545166
	Iteration 3Q: 3 clusters Score -69301.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -69333.601562 Penalty: 3260.545166
	Iteration 4Q: 3 clusters Score -69333.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -69370.562500 Penalty: 3260.545166
	Iteration 5Q: 3 clusters Score -69370.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -69405.890625 Penalty: 3260.545166
	Iteration 6Q: 3 clusters Score -69405.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -69421.789062 Penalty: 3260.545166
	Iteration 7Q: 3 clusters Score -69421.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -69434.335938 Penalty: 3260.545166
	Iteration 8Q: 3 clusters Score -69434.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -69458.250000 Penalty: 3260.545166
	Iteration 9Q: 3 clusters Score -69458.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -69480.117188 Penalty: 3260.545166
	Iteration 10Q: 3 clusters Score -69480.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -69492.531250 Penalty: 3260.545166
	Iteration 11Q: 3 clusters Score -69492.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -69500.960938 Penalty: 3260.545166
	Iteration 12Q: 3 clusters Score -69500.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -69501.421875 Penalty: 3260.545166
	Iteration 13Q: 3 clusters Score -69501.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -69501.421875 Penalty: 3260.545166
	Iteration 14F: 3 clusters Score -69501.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (90186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90186 members 
Entering Unmasked Estep 
Score: -9835468.000000 Penalty: 2829.588135
	Iteration 0F: 2 clusters Score -9835468 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 45114 members 
Entering Unmasked Estep 
Score: -9775110.000000 Penalty: 5659.176270
	Iteration 0F: 3 clusters Score -9775110 nChanged 42585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -9799240.000000 Penalty: 5659.176270
	Iteration 1F: 3 clusters Score -9799240 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -9799945.000000 Penalty: 5659.176270
	Iteration 2Q: 3 clusters Score -9799945 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -9800753.000000 Penalty: 5659.176270
	Iteration 3Q: 3 clusters Score -9800753 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -9801713.000000 Penalty: 5659.176270
	Iteration 4Q: 3 clusters Score -9801713 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47755 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -9802698.000000 Penalty: 5659.176270
	Iteration 5Q: 3 clusters Score -9802698 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48644 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -9803656.000000 Penalty: 5659.176270
	Iteration 6Q: 3 clusters Score -9803656 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -9804971.000000 Penalty: 5659.176270
	Iteration 7Q: 3 clusters Score -9804971 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51063 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -9806520.000000 Penalty: 5659.176270
	Iteration 8Q: 3 clusters Score -9806520 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52642 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -9808662.000000 Penalty: 5659.176270
	Iteration 9Q: 3 clusters Score -9808662 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -9811395.000000 Penalty: 5659.176270
	Iteration 10F: 3 clusters Score -9811395 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55844 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -9814309.000000 Penalty: 5659.176270
	Iteration 11F: 3 clusters Score -9814309 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57091 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -9816712.000000 Penalty: 5659.176270
	Iteration 12Q: 3 clusters Score -9816712 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58099 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -9818035.000000 Penalty: 5659.176270
	Iteration 13Q: 3 clusters Score -9818035 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59112 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -9818583.000000 Penalty: 5659.176270
	Iteration 14Q: 3 clusters Score -9818583 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60186 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -9819030.000000 Penalty: 5659.176270
	Iteration 15Q: 3 clusters Score -9819030 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61287 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -9819327.000000 Penalty: 5659.176270
	Iteration 16Q: 3 clusters Score -9819327 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62474 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -9819681.000000 Penalty: 5659.176270
	Iteration 17Q: 3 clusters Score -9819681 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63746 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -9820076.000000 Penalty: 5659.176270
	Iteration 18Q: 3 clusters Score -9820076 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65065 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -9820446.000000 Penalty: 5659.176270
	Iteration 19Q: 3 clusters Score -9820446 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66452 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -9820913.000000 Penalty: 5659.176270
	Iteration 20F: 3 clusters Score -9820913 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67948 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -9821310.000000 Penalty: 5659.176270
	Iteration 21Q: 3 clusters Score -9821310 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69479 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -9821832.000000 Penalty: 5659.176270
	Iteration 22Q: 3 clusters Score -9821832 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71071 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -9822345.000000 Penalty: 5659.176270
	Iteration 23Q: 3 clusters Score -9822345 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72742 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -9823025.000000 Penalty: 5659.176270
	Iteration 24Q: 3 clusters Score -9823025 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74436 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -9823692.000000 Penalty: 5659.176270
	Iteration 25Q: 3 clusters Score -9823692 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76130 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -9824429.000000 Penalty: 5659.176270
	Iteration 26Q: 3 clusters Score -9824429 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77881 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -9825306.000000 Penalty: 5659.176270
	Iteration 27Q: 3 clusters Score -9825306 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79634 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -9826229.000000 Penalty: 5659.176270
	Iteration 28Q: 3 clusters Score -9826229 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81317 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -9827202.000000 Penalty: 5659.176270
	Iteration 29Q: 3 clusters Score -9827202 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82980 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -9828281.000000 Penalty: 5659.176270
	Iteration 30Q: 3 clusters Score -9828281 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84482 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -9829230.000000 Penalty: 5659.176270
	Iteration 31Q: 3 clusters Score -9829230 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85841 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -9830218.000000 Penalty: 5659.176270
	Iteration 32Q: 3 clusters Score -9830218 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86999 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -9831030.000000 Penalty: 5659.176270
	Iteration 33Q: 3 clusters Score -9831030 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87848 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -9831709.000000 Penalty: 5659.176270
	Iteration 34Q: 3 clusters Score -9831709 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88462 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -9832154.000000 Penalty: 5659.176270
	Iteration 35Q: 3 clusters Score -9832154 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88880 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -9832490.000000 Penalty: 5659.176270
	Iteration 36Q: 3 clusters Score -9832490 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89109 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -9832707.000000 Penalty: 5659.176270
	Iteration 37Q: 3 clusters Score -9832707 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89249 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -9832865.000000 Penalty: 5659.176270
	Iteration 38Q: 3 clusters Score -9832865 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89359 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -9832987.000000 Penalty: 5659.176270
	Iteration 39Q: 3 clusters Score -9832987 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89427 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -9833037.000000 Penalty: 5659.176270
	Iteration 40F: 3 clusters Score -9833037 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89467 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9833087.000000 Penalty: 5659.176270
	Iteration 41Q: 3 clusters Score -9833087 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89490 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9833117.000000 Penalty: 5659.176270
	Iteration 42Q: 3 clusters Score -9833117 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89505 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -9833141.000000 Penalty: 5659.176270
	Iteration 43Q: 3 clusters Score -9833141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89505 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -9833160.000000 Penalty: 5659.176270
	Iteration 44Q: 3 clusters Score -9833160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89508 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -9833169.000000 Penalty: 5659.176270
	Iteration 45Q: 3 clusters Score -9833169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89514 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -9833180.000000 Penalty: 5659.176270
	Iteration 46Q: 3 clusters Score -9833180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89517 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -9833179.000000 Penalty: 5659.176270
	Iteration 47Q: 3 clusters Score -9833179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89522 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9833183.000000 Penalty: 5659.176270
	Iteration 48Q: 3 clusters Score -9833183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89525 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -9833192.000000 Penalty: 5659.176270
	Iteration 49Q: 3 clusters Score -9833192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89527 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -9833201.000000 Penalty: 5659.176270
	Iteration 50Q: 3 clusters Score -9833201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89528 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -9833204.000000 Penalty: 5659.176270
	Iteration 51Q: 3 clusters Score -9833204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89531 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -9833202.000000 Penalty: 5659.176270
	Iteration 52Q: 3 clusters Score -9833202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89532 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -9833204.000000 Penalty: 5659.176270
	Iteration 53Q: 3 clusters Score -9833204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89532 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -9833202.000000 Penalty: 5659.176270
	Iteration 54Q: 3 clusters Score -9833202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89534 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -9833207.000000 Penalty: 5659.176270
	Iteration 55Q: 3 clusters Score -9833207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89539 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -9833222.000000 Penalty: 5659.176270
	Iteration 56Q: 3 clusters Score -9833222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89545 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -9833220.000000 Penalty: 5659.176270
	Iteration 57Q: 3 clusters Score -9833220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89549 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -9833210.000000 Penalty: 5659.176270
	Iteration 58Q: 3 clusters Score -9833210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89545 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -9833215.000000 Penalty: 5659.176270
	Iteration 59Q: 3 clusters Score -9833215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89548 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9833217.000000 Penalty: 5659.176270
	Iteration 60F: 3 clusters Score -9833217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89548 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9833217.000000 Penalty: 5659.176270
	Iteration 61Q: 3 clusters Score -9833217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89548 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9833224.000000 Penalty: 5659.176270
	Iteration 62Q: 3 clusters Score -9833224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89547 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -9833224.000000 Penalty: 5659.176270
	Iteration 63Q: 3 clusters Score -9833224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89548 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9833231.000000 Penalty: 5659.176270
	Iteration 64Q: 3 clusters Score -9833231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89548 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9833231.000000 Penalty: 5659.176270
	Iteration 65Q: 3 clusters Score -9833231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89549 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -9833242.000000 Penalty: 5659.176270
	Iteration 66Q: 3 clusters Score -9833242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89552 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -9833257.000000 Penalty: 5659.176270
	Iteration 67Q: 3 clusters Score -9833257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89554 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -9833256.000000 Penalty: 5659.176270
	Iteration 68Q: 3 clusters Score -9833256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89554 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -9833258.000000 Penalty: 5659.176270
	Iteration 69Q: 3 clusters Score -9833258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89553 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -9833261.000000 Penalty: 5659.176270
	Iteration 70Q: 3 clusters Score -9833261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89553 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -9833261.000000 Penalty: 5659.176270
	Iteration 71F: 3 clusters Score -9833261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Entering Unmasked Estep 
Score: -845552.875000 Penalty: 2313.330566
	Iteration 0F: 2 clusters Score -845552.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -837088.562500 Penalty: 4626.661133
	Iteration 0F: 3 clusters Score -837088.6 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -839794.812500 Penalty: 4626.661133
	Iteration 1F: 3 clusters Score -839794.8 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -840566.875000 Penalty: 4626.661133
	Iteration 2F: 3 clusters Score -840566.9 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -841530.062500 Penalty: 4626.661133
	Iteration 3F: 3 clusters Score -841530.1 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -842542.250000 Penalty: 4626.661133
	Iteration 4F: 3 clusters Score -842542.2 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -843410.625000 Penalty: 4626.661133
	Iteration 5F: 3 clusters Score -843410.6 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -843931.750000 Penalty: 4626.661133
	Iteration 6F: 3 clusters Score -843931.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -844211.000000 Penalty: 4626.661133
	Iteration 7Q: 3 clusters Score -844211 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -844381.625000 Penalty: 4626.661133
	Iteration 8Q: 3 clusters Score -844381.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -844485.375000 Penalty: 4626.661133
	Iteration 9Q: 3 clusters Score -844485.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -844556.750000 Penalty: 4626.661133
	Iteration 10Q: 3 clusters Score -844556.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -844603.375000 Penalty: 4626.661133
	Iteration 11Q: 3 clusters Score -844603.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -844633.312500 Penalty: 4626.661133
	Iteration 12Q: 3 clusters Score -844633.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -844662.250000 Penalty: 4626.661133
	Iteration 13Q: 3 clusters Score -844662.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -844703.000000 Penalty: 4626.661133
	Iteration 14Q: 3 clusters Score -844703 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -844734.750000 Penalty: 4626.661133
	Iteration 15Q: 3 clusters Score -844734.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -844765.750000 Penalty: 4626.661133
	Iteration 16Q: 3 clusters Score -844765.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -844794.000000 Penalty: 4626.661133
	Iteration 17Q: 3 clusters Score -844794 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -844828.125000 Penalty: 4626.661133
	Iteration 18Q: 3 clusters Score -844828.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -844863.937500 Penalty: 4626.661133
	Iteration 19Q: 3 clusters Score -844863.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -844891.937500 Penalty: 4626.661133
	Iteration 20F: 3 clusters Score -844891.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -844919.437500 Penalty: 4626.661133
	Iteration 21Q: 3 clusters Score -844919.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -844942.375000 Penalty: 4626.661133
	Iteration 22Q: 3 clusters Score -844942.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -844966.625000 Penalty: 4626.661133
	Iteration 23Q: 3 clusters Score -844966.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -844979.437500 Penalty: 4626.661133
	Iteration 24Q: 3 clusters Score -844979.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -845004.437500 Penalty: 4626.661133
	Iteration 25Q: 3 clusters Score -845004.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -845022.562500 Penalty: 4626.661133
	Iteration 26Q: 3 clusters Score -845022.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -845050.375000 Penalty: 4626.661133
	Iteration 27Q: 3 clusters Score -845050.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -845079.375000 Penalty: 4626.661133
	Iteration 28Q: 3 clusters Score -845079.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -845101.812500 Penalty: 4626.661133
	Iteration 29Q: 3 clusters Score -845101.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -845127.000000 Penalty: 4626.661133
	Iteration 30Q: 3 clusters Score -845127 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -845147.562500 Penalty: 4626.661133
	Iteration 31Q: 3 clusters Score -845147.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -845166.062500 Penalty: 4626.661133
	Iteration 32Q: 3 clusters Score -845166.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -845182.187500 Penalty: 4626.661133
	Iteration 33Q: 3 clusters Score -845182.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -845195.937500 Penalty: 4626.661133
	Iteration 34Q: 3 clusters Score -845195.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -845210.000000 Penalty: 4626.661133
	Iteration 35Q: 3 clusters Score -845210 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -845224.437500 Penalty: 4626.661133
	Iteration 36Q: 3 clusters Score -845224.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -845236.375000 Penalty: 4626.661133
	Iteration 37Q: 3 clusters Score -845236.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -845250.687500 Penalty: 4626.661133
	Iteration 38Q: 3 clusters Score -845250.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -845261.125000 Penalty: 4626.661133
	Iteration 39Q: 3 clusters Score -845261.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -845275.562500 Penalty: 4626.661133
	Iteration 40F: 3 clusters Score -845275.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -845288.187500 Penalty: 4626.661133
	Iteration 41Q: 3 clusters Score -845288.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -845303.562500 Penalty: 4626.661133
	Iteration 42Q: 3 clusters Score -845303.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -845318.937500 Penalty: 4626.661133
	Iteration 43Q: 3 clusters Score -845318.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -845338.437500 Penalty: 4626.661133
	Iteration 44Q: 3 clusters Score -845338.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -845350.375000 Penalty: 4626.661133
	Iteration 45Q: 3 clusters Score -845350.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -845365.812500 Penalty: 4626.661133
	Iteration 46Q: 3 clusters Score -845365.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -845379.875000 Penalty: 4626.661133
	Iteration 47Q: 3 clusters Score -845379.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -845401.437500 Penalty: 4626.661133
	Iteration 48Q: 3 clusters Score -845401.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -845416.125000 Penalty: 4626.661133
	Iteration 49Q: 3 clusters Score -845416.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -845430.312500 Penalty: 4626.661133
	Iteration 50Q: 3 clusters Score -845430.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -845446.625000 Penalty: 4626.661133
	Iteration 51Q: 3 clusters Score -845446.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -845457.687500 Penalty: 4626.661133
	Iteration 52Q: 3 clusters Score -845457.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -845473.062500 Penalty: 4626.661133
	Iteration 53Q: 3 clusters Score -845473.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -845490.687500 Penalty: 4626.661133
	Iteration 54Q: 3 clusters Score -845490.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -845511.562500 Penalty: 4626.661133
	Iteration 55Q: 3 clusters Score -845511.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -845538.062500 Penalty: 4626.661133
	Iteration 56Q: 3 clusters Score -845538.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -845558.562500 Penalty: 4626.661133
	Iteration 57Q: 3 clusters Score -845558.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -845580.312500 Penalty: 4626.661133
	Iteration 58Q: 3 clusters Score -845580.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -845598.937500 Penalty: 4626.661133
	Iteration 59Q: 3 clusters Score -845598.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -845616.937500 Penalty: 4626.661133
	Iteration 60F: 3 clusters Score -845616.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -845635.812500 Penalty: 4626.661133
	Iteration 61Q: 3 clusters Score -845635.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -845657.312500 Penalty: 4626.661133
	Iteration 62Q: 3 clusters Score -845657.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -845677.812500 Penalty: 4626.661133
	Iteration 63Q: 3 clusters Score -845677.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -845694.312500 Penalty: 4626.661133
	Iteration 64Q: 3 clusters Score -845694.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -845706.562500 Penalty: 4626.661133
	Iteration 65Q: 3 clusters Score -845706.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -845716.312500 Penalty: 4626.661133
	Iteration 66Q: 3 clusters Score -845716.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -845726.125000 Penalty: 4626.661133
	Iteration 67Q: 3 clusters Score -845726.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -845731.062500 Penalty: 4626.661133
	Iteration 68Q: 3 clusters Score -845731.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -845740.125000 Penalty: 4626.661133
	Iteration 69Q: 3 clusters Score -845740.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -845743.375000 Penalty: 4626.661133
	Iteration 70Q: 3 clusters Score -845743.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -845749.687500 Penalty: 4626.661133
	Iteration 71Q: 3 clusters Score -845749.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -845752.375000 Penalty: 4626.661133
	Iteration 72Q: 3 clusters Score -845752.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -845755.937500 Penalty: 4626.661133
	Iteration 73Q: 3 clusters Score -845755.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -845765.812500 Penalty: 4626.661133
	Iteration 74Q: 3 clusters Score -845765.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -845768.937500 Penalty: 4626.661133
	Iteration 75Q: 3 clusters Score -845768.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -845773.687500 Penalty: 4626.661133
	Iteration 76Q: 3 clusters Score -845773.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -845778.937500 Penalty: 4626.661133
	Iteration 77Q: 3 clusters Score -845778.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -845784.312500 Penalty: 4626.661133
	Iteration 78Q: 3 clusters Score -845784.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -845785.062500 Penalty: 4626.661133
	Iteration 79Q: 3 clusters Score -845785.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -845789.937500 Penalty: 4626.661133
	Iteration 80F: 3 clusters Score -845789.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -845789.750000 Penalty: 4626.661133
	Iteration 81Q: 3 clusters Score -845789.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -845791.625000 Penalty: 4626.661133
	Iteration 82Q: 3 clusters Score -845791.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -845793.062500 Penalty: 4626.661133
	Iteration 83Q: 3 clusters Score -845793.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -845794.875000 Penalty: 4626.661133
	Iteration 84Q: 3 clusters Score -845794.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -845799.312500 Penalty: 4626.661133
	Iteration 85Q: 3 clusters Score -845799.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -845801.687500 Penalty: 4626.661133
	Iteration 86Q: 3 clusters Score -845801.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -845807.937500 Penalty: 4626.661133
	Iteration 87Q: 3 clusters Score -845807.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -845815.187500 Penalty: 4626.661133
	Iteration 88Q: 3 clusters Score -845815.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -845818.937500 Penalty: 4626.661133
	Iteration 89Q: 3 clusters Score -845818.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -845829.312500 Penalty: 4626.661133
	Iteration 90Q: 3 clusters Score -845829.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -845837.437500 Penalty: 4626.661133
	Iteration 91Q: 3 clusters Score -845837.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -845847.375000 Penalty: 4626.661133
	Iteration 92Q: 3 clusters Score -845847.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -845853.000000 Penalty: 4626.661133
	Iteration 93Q: 3 clusters Score -845853 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -845858.250000 Penalty: 4626.661133
	Iteration 94Q: 3 clusters Score -845858.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -845865.312500 Penalty: 4626.661133
	Iteration 95Q: 3 clusters Score -845865.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -845867.937500 Penalty: 4626.661133
	Iteration 96Q: 3 clusters Score -845867.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -845869.000000 Penalty: 4626.661133
	Iteration 97Q: 3 clusters Score -845869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -845869.875000 Penalty: 4626.661133
	Iteration 98Q: 3 clusters Score -845869.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -845871.250000 Penalty: 4626.661133
	Iteration 99Q: 3 clusters Score -845871.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -845871.875000 Penalty: 4626.661133
	Iteration 100F: 3 clusters Score -845871.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -845872.625000 Penalty: 4626.661133
	Iteration 101Q: 3 clusters Score -845872.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -845872.687500 Penalty: 4626.661133
	Iteration 102Q: 3 clusters Score -845872.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -845875.250000 Penalty: 4626.661133
	Iteration 103Q: 3 clusters Score -845875.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -845874.375000 Penalty: 4626.661133
	Iteration 104Q: 3 clusters Score -845874.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -845875.875000 Penalty: 4626.661133
	Iteration 105Q: 3 clusters Score -845875.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -845875.875000 Penalty: 4626.661133
	Iteration 106F: 3 clusters Score -845875.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58206 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 7717 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 8 contains 6361 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90186 members 
Mstep: Class 11 contains 2923 members 
Mstep: Class 12 contains 31256 members 
Mstep: Class 13 contains 6627 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10380 members 
Mstep: Class 16 contains 16392 members 
Mstep: Class 17 contains 4823 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10258 members 
Mstep: Class 21 contains 14427 members 
Mstep: Class 22 contains 10137 members 
Mstep: Class 23 contains 26785 members 
Mstep: Class 24 contains 12419 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5566 members 
Mstep: Class 30 contains 18145 members 
Mstep: Class 31 contains 16616 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12154 members 
Mstep: Class 36 contains 27675 members 
Mstep: Class 37 contains 20155 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8863 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 16748 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7410 members 
Mstep: Class 45 contains 5304 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6040 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14471 members 
Mstep: Class 51 contains 4546 members 
Mstep: Class 52 contains 3369 members 
Mstep: Class 53 contains 16652 members 
Mstep: Class 54 contains 13771 members 
Mstep: Class 55 contains 8325 members 
Entering Unmasked Estep 
Score: -64770140.000000 Penalty: 182530.078125
Splitting cluster 11 changes total score from -64770924.000000 to -64770140.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (31256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Entering Unmasked Estep 
Score: -3382810.250000 Penalty: 2566.791748
	Iteration 0F: 2 clusters Score -3382810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -3361582.750000 Penalty: 5133.583496
	Iteration 0F: 3 clusters Score -3361583 nChanged 14086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -3368969.000000 Penalty: 5133.583496
	Iteration 1F: 3 clusters Score -3368969 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -3369410.000000 Penalty: 5133.583496
	Iteration 2Q: 3 clusters Score -3369410 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -3369814.500000 Penalty: 5133.583496
	Iteration 3Q: 3 clusters Score -3369814 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -3370260.250000 Penalty: 5133.583496
	Iteration 4Q: 3 clusters Score -3370260 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -3370717.750000 Penalty: 5133.583496
	Iteration 5Q: 3 clusters Score -3370718 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -3371208.500000 Penalty: 5133.583496
	Iteration 6Q: 3 clusters Score -3371208 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -3371771.500000 Penalty: 5133.583496
	Iteration 7Q: 3 clusters Score -3371772 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -3372444.500000 Penalty: 5133.583496
	Iteration 8Q: 3 clusters Score -3372444 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -3373281.750000 Penalty: 5133.583496
	Iteration 9Q: 3 clusters Score -3373282 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -3374283.000000 Penalty: 5133.583496
	Iteration 10F: 3 clusters Score -3374283 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -3375340.750000 Penalty: 5133.583496
	Iteration 11F: 3 clusters Score -3375341 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -3376357.750000 Penalty: 5133.583496
	Iteration 12Q: 3 clusters Score -3376358 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -3377233.750000 Penalty: 5133.583496
	Iteration 13Q: 3 clusters Score -3377234 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -3377864.750000 Penalty: 5133.583496
	Iteration 14Q: 3 clusters Score -3377865 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -3378210.250000 Penalty: 5133.583496
	Iteration 15Q: 3 clusters Score -3378210 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -3378442.250000 Penalty: 5133.583496
	Iteration 16Q: 3 clusters Score -3378442 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -3378574.500000 Penalty: 5133.583496
	Iteration 17Q: 3 clusters Score -3378574 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -3378680.250000 Penalty: 5133.583496
	Iteration 18Q: 3 clusters Score -3378680 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -3378760.000000 Penalty: 5133.583496
	Iteration 19Q: 3 clusters Score -3378760 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -3378847.500000 Penalty: 5133.583496
	Iteration 20F: 3 clusters Score -3378848 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -3378905.500000 Penalty: 5133.583496
	Iteration 21Q: 3 clusters Score -3378906 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -3378940.000000 Penalty: 5133.583496
	Iteration 22Q: 3 clusters Score -3378940 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -3378990.500000 Penalty: 5133.583496
	Iteration 23Q: 3 clusters Score -3378990 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -3379044.750000 Penalty: 5133.583496
	Iteration 24Q: 3 clusters Score -3379045 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -3379070.000000 Penalty: 5133.583496
	Iteration 25Q: 3 clusters Score -3379070 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -3379105.250000 Penalty: 5133.583496
	Iteration 26Q: 3 clusters Score -3379105 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -3379156.000000 Penalty: 5133.583496
	Iteration 27Q: 3 clusters Score -3379156 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -3379204.250000 Penalty: 5133.583496
	Iteration 28Q: 3 clusters Score -3379204 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -3379252.250000 Penalty: 5133.583496
	Iteration 29Q: 3 clusters Score -3379252 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -3379271.000000 Penalty: 5133.583496
	Iteration 30Q: 3 clusters Score -3379271 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -3379325.250000 Penalty: 5133.583496
	Iteration 31Q: 3 clusters Score -3379325 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -3379377.500000 Penalty: 5133.583496
	Iteration 32Q: 3 clusters Score -3379378 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -3379416.750000 Penalty: 5133.583496
	Iteration 33Q: 3 clusters Score -3379417 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -3379458.000000 Penalty: 5133.583496
	Iteration 34Q: 3 clusters Score -3379458 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -3379516.750000 Penalty: 5133.583496
	Iteration 35Q: 3 clusters Score -3379517 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -3379547.500000 Penalty: 5133.583496
	Iteration 36Q: 3 clusters Score -3379548 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -3379604.250000 Penalty: 5133.583496
	Iteration 37Q: 3 clusters Score -3379604 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -3379655.750000 Penalty: 5133.583496
	Iteration 38Q: 3 clusters Score -3379656 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -3379725.250000 Penalty: 5133.583496
	Iteration 39Q: 3 clusters Score -3379725 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -3379809.750000 Penalty: 5133.583496
	Iteration 40F: 3 clusters Score -3379810 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -3379889.250000 Penalty: 5133.583496
	Iteration 41Q: 3 clusters Score -3379889 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -3379951.000000 Penalty: 5133.583496
	Iteration 42Q: 3 clusters Score -3379951 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -3380006.500000 Penalty: 5133.583496
	Iteration 43Q: 3 clusters Score -3380006 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -3380082.000000 Penalty: 5133.583496
	Iteration 44Q: 3 clusters Score -3380082 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -3380159.500000 Penalty: 5133.583496
	Iteration 45Q: 3 clusters Score -3380160 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -3380248.750000 Penalty: 5133.583496
	Iteration 46Q: 3 clusters Score -3380249 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -3380323.000000 Penalty: 5133.583496
	Iteration 47Q: 3 clusters Score -3380323 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3380395.750000 Penalty: 5133.583496
	Iteration 48Q: 3 clusters Score -3380396 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -3380465.250000 Penalty: 5133.583496
	Iteration 49Q: 3 clusters Score -3380465 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3380528.000000 Penalty: 5133.583496
	Iteration 50Q: 3 clusters Score -3380528 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -3380584.750000 Penalty: 5133.583496
	Iteration 51Q: 3 clusters Score -3380585 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -3380628.000000 Penalty: 5133.583496
	Iteration 52Q: 3 clusters Score -3380628 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -3380664.500000 Penalty: 5133.583496
	Iteration 53Q: 3 clusters Score -3380664 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -3380680.250000 Penalty: 5133.583496
	Iteration 54Q: 3 clusters Score -3380680 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3380727.750000 Penalty: 5133.583496
	Iteration 55Q: 3 clusters Score -3380728 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3380735.750000 Penalty: 5133.583496
	Iteration 56Q: 3 clusters Score -3380736 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3380755.750000 Penalty: 5133.583496
	Iteration 57Q: 3 clusters Score -3380756 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3380774.750000 Penalty: 5133.583496
	Iteration 58Q: 3 clusters Score -3380775 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3380800.000000 Penalty: 5133.583496
	Iteration 59Q: 3 clusters Score -3380800 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3380810.500000 Penalty: 5133.583496
	Iteration 60F: 3 clusters Score -3380810 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3380825.250000 Penalty: 5133.583496
	Iteration 61Q: 3 clusters Score -3380825 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3380838.500000 Penalty: 5133.583496
	Iteration 62Q: 3 clusters Score -3380838 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3380855.000000 Penalty: 5133.583496
	Iteration 63Q: 3 clusters Score -3380855 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3380864.500000 Penalty: 5133.583496
	Iteration 64Q: 3 clusters Score -3380864 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3380885.750000 Penalty: 5133.583496
	Iteration 65Q: 3 clusters Score -3380886 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3380905.250000 Penalty: 5133.583496
	Iteration 66Q: 3 clusters Score -3380905 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3380924.750000 Penalty: 5133.583496
	Iteration 67Q: 3 clusters Score -3380925 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3380954.750000 Penalty: 5133.583496
	Iteration 68Q: 3 clusters Score -3380955 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3380987.250000 Penalty: 5133.583496
	Iteration 69Q: 3 clusters Score -3380987 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3381008.750000 Penalty: 5133.583496
	Iteration 70Q: 3 clusters Score -3381009 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3381064.250000 Penalty: 5133.583496
	Iteration 71Q: 3 clusters Score -3381064 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3381086.250000 Penalty: 5133.583496
	Iteration 72Q: 3 clusters Score -3381086 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3381096.500000 Penalty: 5133.583496
	Iteration 73Q: 3 clusters Score -3381096 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3381114.750000 Penalty: 5133.583496
	Iteration 74Q: 3 clusters Score -3381115 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3381116.500000 Penalty: 5133.583496
	Iteration 75Q: 3 clusters Score -3381116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3381125.250000 Penalty: 5133.583496
	Iteration 76Q: 3 clusters Score -3381125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3381128.000000 Penalty: 5133.583496
	Iteration 77Q: 3 clusters Score -3381128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3381129.000000 Penalty: 5133.583496
	Iteration 78Q: 3 clusters Score -3381129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3381130.500000 Penalty: 5133.583496
	Iteration 79Q: 3 clusters Score -3381130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3381139.250000 Penalty: 5133.583496
	Iteration 80F: 3 clusters Score -3381139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3381136.500000 Penalty: 5133.583496
	Iteration 81Q: 3 clusters Score -3381136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3381136.250000 Penalty: 5133.583496
	Iteration 82Q: 3 clusters Score -3381136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3381138.750000 Penalty: 5133.583496
	Iteration 83Q: 3 clusters Score -3381139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3381140.500000 Penalty: 5133.583496
	Iteration 84Q: 3 clusters Score -3381140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3381140.500000 Penalty: 5133.583496
	Iteration 85F: 3 clusters Score -3381140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Entering Unmasked Estep 
Score: -636727.187500 Penalty: 2182.128906
	Iteration 0F: 2 clusters Score -636727.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -631221.875000 Penalty: 4364.257812
	Iteration 0F: 3 clusters Score -631221.9 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -632717.625000 Penalty: 4364.257812
	Iteration 1F: 3 clusters Score -632717.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -633043.437500 Penalty: 4364.257812
	Iteration 2F: 3 clusters Score -633043.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -633303.312500 Penalty: 4364.257812
	Iteration 3F: 3 clusters Score -633303.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -633568.375000 Penalty: 4364.257812
	Iteration 4F: 3 clusters Score -633568.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -633815.187500 Penalty: 4364.257812
	Iteration 5F: 3 clusters Score -633815.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -634024.187500 Penalty: 4364.257812
	Iteration 6Q: 3 clusters Score -634024.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -634210.062500 Penalty: 4364.257812
	Iteration 7Q: 3 clusters Score -634210.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -634370.375000 Penalty: 4364.257812
	Iteration 8Q: 3 clusters Score -634370.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -634497.875000 Penalty: 4364.257812
	Iteration 9Q: 3 clusters Score -634497.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -634606.375000 Penalty: 4364.257812
	Iteration 10Q: 3 clusters Score -634606.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -634696.437500 Penalty: 4364.257812
	Iteration 11Q: 3 clusters Score -634696.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -634771.750000 Penalty: 4364.257812
	Iteration 12Q: 3 clusters Score -634771.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -634823.625000 Penalty: 4364.257812
	Iteration 13Q: 3 clusters Score -634823.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -634865.562500 Penalty: 4364.257812
	Iteration 14Q: 3 clusters Score -634865.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -634905.687500 Penalty: 4364.257812
	Iteration 15Q: 3 clusters Score -634905.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -634935.750000 Penalty: 4364.257812
	Iteration 16Q: 3 clusters Score -634935.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -634953.187500 Penalty: 4364.257812
	Iteration 17Q: 3 clusters Score -634953.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -634970.812500 Penalty: 4364.257812
	Iteration 18Q: 3 clusters Score -634970.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -634986.437500 Penalty: 4364.257812
	Iteration 19Q: 3 clusters Score -634986.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -634999.187500 Penalty: 4364.257812
	Iteration 20F: 3 clusters Score -634999.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -635014.625000 Penalty: 4364.257812
	Iteration 21Q: 3 clusters Score -635014.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -635025.500000 Penalty: 4364.257812
	Iteration 22Q: 3 clusters Score -635025.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -635029.625000 Penalty: 4364.257812
	Iteration 23Q: 3 clusters Score -635029.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -635032.500000 Penalty: 4364.257812
	Iteration 24Q: 3 clusters Score -635032.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -635034.062500 Penalty: 4364.257812
	Iteration 25Q: 3 clusters Score -635034.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -635039.187500 Penalty: 4364.257812
	Iteration 26Q: 3 clusters Score -635039.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -635040.625000 Penalty: 4364.257812
	Iteration 27Q: 3 clusters Score -635040.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -635044.125000 Penalty: 4364.257812
	Iteration 28Q: 3 clusters Score -635044.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -635042.875000 Penalty: 4364.257812
	Iteration 29Q: 3 clusters Score -635042.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -635043.062500 Penalty: 4364.257812
	Iteration 30Q: 3 clusters Score -635043.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -635045.875000 Penalty: 4364.257812
	Iteration 31Q: 3 clusters Score -635045.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -635045.375000 Penalty: 4364.257812
	Iteration 32Q: 3 clusters Score -635045.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -635047.187500 Penalty: 4364.257812
	Iteration 33Q: 3 clusters Score -635047.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -635048.812500 Penalty: 4364.257812
	Iteration 34Q: 3 clusters Score -635048.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -635049.562500 Penalty: 4364.257812
	Iteration 35Q: 3 clusters Score -635049.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -635049.937500 Penalty: 4364.257812
	Iteration 36Q: 3 clusters Score -635049.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -635049.125000 Penalty: 4364.257812
	Iteration 37Q: 3 clusters Score -635049.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -635050.312500 Penalty: 4364.257812
	Iteration 38Q: 3 clusters Score -635050.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -635050.312500 Penalty: 4364.257812
	Iteration 39F: 3 clusters Score -635050.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Entering Unmasked Estep 
Score: -467669.156250 Penalty: 2092.768555
	Iteration 0F: 2 clusters Score -467669.2 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 2363 members 
Entering Unmasked Estep 
Score: -463418.250000 Penalty: 4185.537109
	Iteration 0F: 3 clusters Score -463418.2 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -464516.781250 Penalty: 4185.537109
	Iteration 1F: 3 clusters Score -464516.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -464775.250000 Penalty: 4185.537109
	Iteration 2F: 3 clusters Score -464775.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -464960.000000 Penalty: 4185.537109
	Iteration 3F: 3 clusters Score -464960 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -465102.718750 Penalty: 4185.537109
	Iteration 4Q: 3 clusters Score -465102.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -465211.156250 Penalty: 4185.537109
	Iteration 5Q: 3 clusters Score -465211.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -465307.593750 Penalty: 4185.537109
	Iteration 6Q: 3 clusters Score -465307.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -465394.187500 Penalty: 4185.537109
	Iteration 7Q: 3 clusters Score -465394.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -465479.968750 Penalty: 4185.537109
	Iteration 8Q: 3 clusters Score -465480 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -465542.906250 Penalty: 4185.537109
	Iteration 9Q: 3 clusters Score -465542.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -465593.375000 Penalty: 4185.537109
	Iteration 10Q: 3 clusters Score -465593.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -465632.593750 Penalty: 4185.537109
	Iteration 11Q: 3 clusters Score -465632.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -465660.687500 Penalty: 4185.537109
	Iteration 12Q: 3 clusters Score -465660.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -465685.687500 Penalty: 4185.537109
	Iteration 13Q: 3 clusters Score -465685.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -465710.312500 Penalty: 4185.537109
	Iteration 14Q: 3 clusters Score -465710.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -465727.656250 Penalty: 4185.537109
	Iteration 15Q: 3 clusters Score -465727.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -465741.500000 Penalty: 4185.537109
	Iteration 16Q: 3 clusters Score -465741.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -465755.875000 Penalty: 4185.537109
	Iteration 17Q: 3 clusters Score -465755.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -465773.437500 Penalty: 4185.537109
	Iteration 18Q: 3 clusters Score -465773.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -465791.625000 Penalty: 4185.537109
	Iteration 19Q: 3 clusters Score -465791.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -465806.250000 Penalty: 4185.537109
	Iteration 20F: 3 clusters Score -465806.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -465821.406250 Penalty: 4185.537109
	Iteration 21Q: 3 clusters Score -465821.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -465834.750000 Penalty: 4185.537109
	Iteration 22Q: 3 clusters Score -465834.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -465855.093750 Penalty: 4185.537109
	Iteration 23Q: 3 clusters Score -465855.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -465870.562500 Penalty: 4185.537109
	Iteration 24Q: 3 clusters Score -465870.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -465885.625000 Penalty: 4185.537109
	Iteration 25Q: 3 clusters Score -465885.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -465899.843750 Penalty: 4185.537109
	Iteration 26Q: 3 clusters Score -465899.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -465911.406250 Penalty: 4185.537109
	Iteration 27Q: 3 clusters Score -465911.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -465924.437500 Penalty: 4185.537109
	Iteration 28Q: 3 clusters Score -465924.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -465938.156250 Penalty: 4185.537109
	Iteration 29Q: 3 clusters Score -465938.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -465955.531250 Penalty: 4185.537109
	Iteration 30Q: 3 clusters Score -465955.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -465974.343750 Penalty: 4185.537109
	Iteration 31Q: 3 clusters Score -465974.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -465994.375000 Penalty: 4185.537109
	Iteration 32Q: 3 clusters Score -465994.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -466009.468750 Penalty: 4185.537109
	Iteration 33Q: 3 clusters Score -466009.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -466022.687500 Penalty: 4185.537109
	Iteration 34Q: 3 clusters Score -466022.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -466037.375000 Penalty: 4185.537109
	Iteration 35Q: 3 clusters Score -466037.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -466046.093750 Penalty: 4185.537109
	Iteration 36Q: 3 clusters Score -466046.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -466056.062500 Penalty: 4185.537109
	Iteration 37Q: 3 clusters Score -466056.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -466068.500000 Penalty: 4185.537109
	Iteration 38Q: 3 clusters Score -466068.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -466082.500000 Penalty: 4185.537109
	Iteration 39Q: 3 clusters Score -466082.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -466091.281250 Penalty: 4185.537109
	Iteration 40F: 3 clusters Score -466091.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -466099.937500 Penalty: 4185.537109
	Iteration 41Q: 3 clusters Score -466099.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -466110.593750 Penalty: 4185.537109
	Iteration 42Q: 3 clusters Score -466110.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -466120.531250 Penalty: 4185.537109
	Iteration 43Q: 3 clusters Score -466120.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -466132.562500 Penalty: 4185.537109
	Iteration 44Q: 3 clusters Score -466132.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -466142.718750 Penalty: 4185.537109
	Iteration 45Q: 3 clusters Score -466142.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -466148.875000 Penalty: 4185.537109
	Iteration 46Q: 3 clusters Score -466148.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -466154.656250 Penalty: 4185.537109
	Iteration 47Q: 3 clusters Score -466154.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -466165.187500 Penalty: 4185.537109
	Iteration 48Q: 3 clusters Score -466165.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -466179.000000 Penalty: 4185.537109
	Iteration 49Q: 3 clusters Score -466179 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -466187.500000 Penalty: 4185.537109
	Iteration 50Q: 3 clusters Score -466187.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -466194.312500 Penalty: 4185.537109
	Iteration 51Q: 3 clusters Score -466194.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -466200.875000 Penalty: 4185.537109
	Iteration 52Q: 3 clusters Score -466200.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -466207.968750 Penalty: 4185.537109
	Iteration 53Q: 3 clusters Score -466208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -466213.906250 Penalty: 4185.537109
	Iteration 54Q: 3 clusters Score -466213.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -466217.843750 Penalty: 4185.537109
	Iteration 55Q: 3 clusters Score -466217.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -466220.656250 Penalty: 4185.537109
	Iteration 56Q: 3 clusters Score -466220.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -466225.687500 Penalty: 4185.537109
	Iteration 57Q: 3 clusters Score -466225.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -466226.968750 Penalty: 4185.537109
	Iteration 58Q: 3 clusters Score -466227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -466229.281250 Penalty: 4185.537109
	Iteration 59Q: 3 clusters Score -466229.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -466235.250000 Penalty: 4185.537109
	Iteration 60F: 3 clusters Score -466235.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -466241.406250 Penalty: 4185.537109
	Iteration 61Q: 3 clusters Score -466241.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -466244.812500 Penalty: 4185.537109
	Iteration 62Q: 3 clusters Score -466244.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -466246.000000 Penalty: 4185.537109
	Iteration 63Q: 3 clusters Score -466246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -466246.218750 Penalty: 4185.537109
	Iteration 64Q: 3 clusters Score -466246.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -466246.218750 Penalty: 4185.537109
	Iteration 65F: 3 clusters Score -466246.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Entering Unmasked Estep 
Score: -959303.625000 Penalty: 2293.413574
	Iteration 0F: 2 clusters Score -959303.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -951445.750000 Penalty: 4586.827148
	Iteration 0F: 3 clusters Score -951445.8 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -953825.125000 Penalty: 4586.827148
	Iteration 1F: 3 clusters Score -953825.1 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -954215.125000 Penalty: 4586.827148
	Iteration 2F: 3 clusters Score -954215.1 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -954551.375000 Penalty: 4586.827148
	Iteration 3F: 3 clusters Score -954551.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -954834.812500 Penalty: 4586.827148
	Iteration 4Q: 3 clusters Score -954834.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -955067.062500 Penalty: 4586.827148
	Iteration 5Q: 3 clusters Score -955067.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -955287.437500 Penalty: 4586.827148
	Iteration 6Q: 3 clusters Score -955287.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -955494.187500 Penalty: 4586.827148
	Iteration 7Q: 3 clusters Score -955494.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -955675.125000 Penalty: 4586.827148
	Iteration 8Q: 3 clusters Score -955675.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -955847.312500 Penalty: 4586.827148
	Iteration 9Q: 3 clusters Score -955847.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -955978.687500 Penalty: 4586.827148
	Iteration 10Q: 3 clusters Score -955978.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -956092.375000 Penalty: 4586.827148
	Iteration 11Q: 3 clusters Score -956092.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -956215.250000 Penalty: 4586.827148
	Iteration 12Q: 3 clusters Score -956215.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -956316.000000 Penalty: 4586.827148
	Iteration 13Q: 3 clusters Score -956316 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -956387.187500 Penalty: 4586.827148
	Iteration 14Q: 3 clusters Score -956387.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -956443.562500 Penalty: 4586.827148
	Iteration 15Q: 3 clusters Score -956443.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -956511.875000 Penalty: 4586.827148
	Iteration 16Q: 3 clusters Score -956511.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -956573.437500 Penalty: 4586.827148
	Iteration 17Q: 3 clusters Score -956573.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -956635.625000 Penalty: 4586.827148
	Iteration 18Q: 3 clusters Score -956635.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -956720.125000 Penalty: 4586.827148
	Iteration 19Q: 3 clusters Score -956720.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -956812.125000 Penalty: 4586.827148
	Iteration 20F: 3 clusters Score -956812.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -956909.687500 Penalty: 4586.827148
	Iteration 21Q: 3 clusters Score -956909.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -957032.500000 Penalty: 4586.827148
	Iteration 22Q: 3 clusters Score -957032.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -957127.812500 Penalty: 4586.827148
	Iteration 23Q: 3 clusters Score -957127.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -957220.562500 Penalty: 4586.827148
	Iteration 24Q: 3 clusters Score -957220.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -957302.812500 Penalty: 4586.827148
	Iteration 25Q: 3 clusters Score -957302.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -957365.562500 Penalty: 4586.827148
	Iteration 26Q: 3 clusters Score -957365.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -957415.375000 Penalty: 4586.827148
	Iteration 27Q: 3 clusters Score -957415.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -957449.000000 Penalty: 4586.827148
	Iteration 28Q: 3 clusters Score -957449 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -957478.625000 Penalty: 4586.827148
	Iteration 29Q: 3 clusters Score -957478.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -957505.187500 Penalty: 4586.827148
	Iteration 30Q: 3 clusters Score -957505.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -957530.937500 Penalty: 4586.827148
	Iteration 31Q: 3 clusters Score -957530.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -957558.750000 Penalty: 4586.827148
	Iteration 32Q: 3 clusters Score -957558.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -957585.687500 Penalty: 4586.827148
	Iteration 33Q: 3 clusters Score -957585.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -957611.812500 Penalty: 4586.827148
	Iteration 34Q: 3 clusters Score -957611.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -957631.562500 Penalty: 4586.827148
	Iteration 35Q: 3 clusters Score -957631.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -957644.062500 Penalty: 4586.827148
	Iteration 36Q: 3 clusters Score -957644.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -957653.062500 Penalty: 4586.827148
	Iteration 37Q: 3 clusters Score -957653.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -957658.062500 Penalty: 4586.827148
	Iteration 38Q: 3 clusters Score -957658.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -957663.937500 Penalty: 4586.827148
	Iteration 39Q: 3 clusters Score -957663.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -957672.375000 Penalty: 4586.827148
	Iteration 40F: 3 clusters Score -957672.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -957676.562500 Penalty: 4586.827148
	Iteration 41Q: 3 clusters Score -957676.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -957683.000000 Penalty: 4586.827148
	Iteration 42Q: 3 clusters Score -957683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -957690.625000 Penalty: 4586.827148
	Iteration 43Q: 3 clusters Score -957690.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -957693.562500 Penalty: 4586.827148
	Iteration 44Q: 3 clusters Score -957693.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -957699.000000 Penalty: 4586.827148
	Iteration 45Q: 3 clusters Score -957699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -957707.125000 Penalty: 4586.827148
	Iteration 46Q: 3 clusters Score -957707.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -957714.250000 Penalty: 4586.827148
	Iteration 47Q: 3 clusters Score -957714.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -957717.875000 Penalty: 4586.827148
	Iteration 48Q: 3 clusters Score -957717.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -957723.187500 Penalty: 4586.827148
	Iteration 49Q: 3 clusters Score -957723.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -957728.062500 Penalty: 4586.827148
	Iteration 50Q: 3 clusters Score -957728.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -957736.437500 Penalty: 4586.827148
	Iteration 51Q: 3 clusters Score -957736.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -957742.187500 Penalty: 4586.827148
	Iteration 52Q: 3 clusters Score -957742.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -957748.500000 Penalty: 4586.827148
	Iteration 53Q: 3 clusters Score -957748.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -957751.750000 Penalty: 4586.827148
	Iteration 54Q: 3 clusters Score -957751.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -957760.062500 Penalty: 4586.827148
	Iteration 55Q: 3 clusters Score -957760.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -957768.125000 Penalty: 4586.827148
	Iteration 56Q: 3 clusters Score -957768.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -957773.375000 Penalty: 4586.827148
	Iteration 57Q: 3 clusters Score -957773.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -957778.187500 Penalty: 4586.827148
	Iteration 58Q: 3 clusters Score -957778.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -957779.562500 Penalty: 4586.827148
	Iteration 59Q: 3 clusters Score -957779.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -957784.062500 Penalty: 4586.827148
	Iteration 60F: 3 clusters Score -957784.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -957784.687500 Penalty: 4586.827148
	Iteration 61Q: 3 clusters Score -957784.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -957786.187500 Penalty: 4586.827148
	Iteration 62Q: 3 clusters Score -957786.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -957786.437500 Penalty: 4586.827148
	Iteration 63Q: 3 clusters Score -957786.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -957786.250000 Penalty: 4586.827148
	Iteration 64Q: 3 clusters Score -957786.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -957785.125000 Penalty: 4586.827148
	Iteration 65Q: 3 clusters Score -957785.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -957787.000000 Penalty: 4586.827148
	Iteration 66Q: 3 clusters Score -957787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -957787.000000 Penalty: 4586.827148
	Iteration 67F: 3 clusters Score -957787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Entering Unmasked Estep 
Score: -1552973.625000 Penalty: 2406.728027
	Iteration 0F: 2 clusters Score -1552974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1541293.750000 Penalty: 4813.456055
	Iteration 0F: 3 clusters Score -1541294 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1545568.000000 Penalty: 4813.456055
	Iteration 1F: 3 clusters Score -1545568 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1546549.250000 Penalty: 4813.456055
	Iteration 2F: 3 clusters Score -1546549 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1547579.000000 Penalty: 4813.456055
	Iteration 3F: 3 clusters Score -1547579 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1548613.000000 Penalty: 4813.456055
	Iteration 4F: 3 clusters Score -1548613 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1549472.625000 Penalty: 4813.456055
	Iteration 5F: 3 clusters Score -1549473 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1550195.250000 Penalty: 4813.456055
	Iteration 6F: 3 clusters Score -1550195 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1550724.750000 Penalty: 4813.456055
	Iteration 7Q: 3 clusters Score -1550725 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1551045.375000 Penalty: 4813.456055
	Iteration 8Q: 3 clusters Score -1551045 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1551261.125000 Penalty: 4813.456055
	Iteration 9Q: 3 clusters Score -1551261 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1551416.000000 Penalty: 4813.456055
	Iteration 10Q: 3 clusters Score -1551416 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1551516.500000 Penalty: 4813.456055
	Iteration 11Q: 3 clusters Score -1551516 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1551597.250000 Penalty: 4813.456055
	Iteration 12Q: 3 clusters Score -1551597 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1551657.750000 Penalty: 4813.456055
	Iteration 13Q: 3 clusters Score -1551658 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1551689.250000 Penalty: 4813.456055
	Iteration 14Q: 3 clusters Score -1551689 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1551714.250000 Penalty: 4813.456055
	Iteration 15Q: 3 clusters Score -1551714 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1551726.250000 Penalty: 4813.456055
	Iteration 16Q: 3 clusters Score -1551726 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1551741.125000 Penalty: 4813.456055
	Iteration 17Q: 3 clusters Score -1551741 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1551747.875000 Penalty: 4813.456055
	Iteration 18Q: 3 clusters Score -1551748 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1551760.375000 Penalty: 4813.456055
	Iteration 19Q: 3 clusters Score -1551760 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1551775.125000 Penalty: 4813.456055
	Iteration 20F: 3 clusters Score -1551775 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1551782.250000 Penalty: 4813.456055
	Iteration 21Q: 3 clusters Score -1551782 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1551790.625000 Penalty: 4813.456055
	Iteration 22Q: 3 clusters Score -1551791 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1551793.875000 Penalty: 4813.456055
	Iteration 23Q: 3 clusters Score -1551794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1551796.250000 Penalty: 4813.456055
	Iteration 24Q: 3 clusters Score -1551796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1551805.000000 Penalty: 4813.456055
	Iteration 25Q: 3 clusters Score -1551805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1551806.250000 Penalty: 4813.456055
	Iteration 26Q: 3 clusters Score -1551806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1551811.625000 Penalty: 4813.456055
	Iteration 27Q: 3 clusters Score -1551812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1551812.875000 Penalty: 4813.456055
	Iteration 28Q: 3 clusters Score -1551813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1551817.375000 Penalty: 4813.456055
	Iteration 29Q: 3 clusters Score -1551817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1551818.125000 Penalty: 4813.456055
	Iteration 30Q: 3 clusters Score -1551818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1551818.125000 Penalty: 4813.456055
	Iteration 31Q: 3 clusters Score -1551818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1551826.000000 Penalty: 4813.456055
	Iteration 32Q: 3 clusters Score -1551826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1551821.375000 Penalty: 4813.456055
	Iteration 33Q: 3 clusters Score -1551821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1551826.875000 Penalty: 4813.456055
	Iteration 34Q: 3 clusters Score -1551827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1551825.125000 Penalty: 4813.456055
	Iteration 35Q: 3 clusters Score -1551825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1551825.125000 Penalty: 4813.456055
	Iteration 36F: 3 clusters Score -1551825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Entering Unmasked Estep 
Score: -527257.625000 Penalty: 2103.325684
	Iteration 0F: 2 clusters Score -527257.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -522777.281250 Penalty: 4206.651367
	Iteration 0F: 3 clusters Score -522777.3 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -523787.468750 Penalty: 4206.651367
	Iteration 1F: 3 clusters Score -523787.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -523988.281250 Penalty: 4206.651367
	Iteration 2F: 3 clusters Score -523988.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -524122.843750 Penalty: 4206.651367
	Iteration 3F: 3 clusters Score -524122.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -524214.125000 Penalty: 4206.651367
	Iteration 4Q: 3 clusters Score -524214.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -524279.968750 Penalty: 4206.651367
	Iteration 5Q: 3 clusters Score -524280 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -524313.750000 Penalty: 4206.651367
	Iteration 6Q: 3 clusters Score -524313.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -524341.000000 Penalty: 4206.651367
	Iteration 7Q: 3 clusters Score -524341 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -524371.625000 Penalty: 4206.651367
	Iteration 8Q: 3 clusters Score -524371.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -524400.500000 Penalty: 4206.651367
	Iteration 9Q: 3 clusters Score -524400.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -524429.625000 Penalty: 4206.651367
	Iteration 10Q: 3 clusters Score -524429.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -524455.375000 Penalty: 4206.651367
	Iteration 11Q: 3 clusters Score -524455.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -524478.125000 Penalty: 4206.651367
	Iteration 12Q: 3 clusters Score -524478.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -524495.250000 Penalty: 4206.651367
	Iteration 13Q: 3 clusters Score -524495.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -524512.187500 Penalty: 4206.651367
	Iteration 14Q: 3 clusters Score -524512.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -524535.875000 Penalty: 4206.651367
	Iteration 15Q: 3 clusters Score -524535.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -524561.625000 Penalty: 4206.651367
	Iteration 16Q: 3 clusters Score -524561.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -524584.125000 Penalty: 4206.651367
	Iteration 17Q: 3 clusters Score -524584.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -524604.375000 Penalty: 4206.651367
	Iteration 18Q: 3 clusters Score -524604.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -524623.125000 Penalty: 4206.651367
	Iteration 19Q: 3 clusters Score -524623.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -524642.125000 Penalty: 4206.651367
	Iteration 20F: 3 clusters Score -524642.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -524669.750000 Penalty: 4206.651367
	Iteration 21Q: 3 clusters Score -524669.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -524698.562500 Penalty: 4206.651367
	Iteration 22Q: 3 clusters Score -524698.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -524732.375000 Penalty: 4206.651367
	Iteration 23Q: 3 clusters Score -524732.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -524760.500000 Penalty: 4206.651367
	Iteration 24Q: 3 clusters Score -524760.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -524790.625000 Penalty: 4206.651367
	Iteration 25Q: 3 clusters Score -524790.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -524817.062500 Penalty: 4206.651367
	Iteration 26Q: 3 clusters Score -524817.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -524843.375000 Penalty: 4206.651367
	Iteration 27Q: 3 clusters Score -524843.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -524879.750000 Penalty: 4206.651367
	Iteration 28Q: 3 clusters Score -524879.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -524909.625000 Penalty: 4206.651367
	Iteration 29Q: 3 clusters Score -524909.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -524935.625000 Penalty: 4206.651367
	Iteration 30Q: 3 clusters Score -524935.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -524969.500000 Penalty: 4206.651367
	Iteration 31Q: 3 clusters Score -524969.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -525003.625000 Penalty: 4206.651367
	Iteration 32Q: 3 clusters Score -525003.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -525040.625000 Penalty: 4206.651367
	Iteration 33Q: 3 clusters Score -525040.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -525076.625000 Penalty: 4206.651367
	Iteration 34Q: 3 clusters Score -525076.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -525115.687500 Penalty: 4206.651367
	Iteration 35Q: 3 clusters Score -525115.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -525149.437500 Penalty: 4206.651367
	Iteration 36Q: 3 clusters Score -525149.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -525177.812500 Penalty: 4206.651367
	Iteration 37Q: 3 clusters Score -525177.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -525203.187500 Penalty: 4206.651367
	Iteration 38Q: 3 clusters Score -525203.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -525225.312500 Penalty: 4206.651367
	Iteration 39Q: 3 clusters Score -525225.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -525243.812500 Penalty: 4206.651367
	Iteration 40F: 3 clusters Score -525243.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -525261.625000 Penalty: 4206.651367
	Iteration 41Q: 3 clusters Score -525261.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -525272.500000 Penalty: 4206.651367
	Iteration 42Q: 3 clusters Score -525272.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -525278.250000 Penalty: 4206.651367
	Iteration 43Q: 3 clusters Score -525278.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -525287.250000 Penalty: 4206.651367
	Iteration 44Q: 3 clusters Score -525287.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -525288.875000 Penalty: 4206.651367
	Iteration 45Q: 3 clusters Score -525288.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -525292.062500 Penalty: 4206.651367
	Iteration 46Q: 3 clusters Score -525292.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -525294.312500 Penalty: 4206.651367
	Iteration 47Q: 3 clusters Score -525294.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -525297.562500 Penalty: 4206.651367
	Iteration 48Q: 3 clusters Score -525297.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -525300.187500 Penalty: 4206.651367
	Iteration 49Q: 3 clusters Score -525300.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -525303.375000 Penalty: 4206.651367
	Iteration 50Q: 3 clusters Score -525303.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -525304.375000 Penalty: 4206.651367
	Iteration 51Q: 3 clusters Score -525304.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -525304.187500 Penalty: 4206.651367
	Iteration 52Q: 3 clusters Score -525304.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -525304.812500 Penalty: 4206.651367
	Iteration 53Q: 3 clusters Score -525304.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -525305.062500 Penalty: 4206.651367
	Iteration 54Q: 3 clusters Score -525305.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -525308.125000 Penalty: 4206.651367
	Iteration 55Q: 3 clusters Score -525308.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -525308.500000 Penalty: 4206.651367
	Iteration 56Q: 3 clusters Score -525308.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -525308.500000 Penalty: 4206.651367
	Iteration 57F: 3 clusters Score -525308.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Entering Unmasked Estep 
Score: -92181.156250 Penalty: 1691.904907
	Iteration 0F: 2 clusters Score -92181.16 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 456 members 
Entering Unmasked Estep 
Score: -90350.562500 Penalty: 3383.809814
	Iteration 0F: 3 clusters Score -90350.56 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -90677.976562 Penalty: 3383.809814
	Iteration 1F: 3 clusters Score -90677.98 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -90804.398438 Penalty: 3383.809814
	Iteration 2F: 3 clusters Score -90804.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -90863.812500 Penalty: 3383.809814
	Iteration 3Q: 3 clusters Score -90863.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -90898.992188 Penalty: 3383.809814
	Iteration 4Q: 3 clusters Score -90898.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -90919.039062 Penalty: 3383.809814
	Iteration 5Q: 3 clusters Score -90919.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -90940.804688 Penalty: 3383.809814
	Iteration 6Q: 3 clusters Score -90940.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -90962.781250 Penalty: 3383.809814
	Iteration 7Q: 3 clusters Score -90962.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -90980.500000 Penalty: 3383.809814
	Iteration 8Q: 3 clusters Score -90980.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -91002.093750 Penalty: 3383.809814
	Iteration 9Q: 3 clusters Score -91002.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -91021.921875 Penalty: 3383.809814
	Iteration 10Q: 3 clusters Score -91021.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -91041.070312 Penalty: 3383.809814
	Iteration 11Q: 3 clusters Score -91041.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -91051.351562 Penalty: 3383.809814
	Iteration 12Q: 3 clusters Score -91051.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -91067.375000 Penalty: 3383.809814
	Iteration 13Q: 3 clusters Score -91067.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -91074.585938 Penalty: 3383.809814
	Iteration 14Q: 3 clusters Score -91074.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -91078.484375 Penalty: 3383.809814
	Iteration 15Q: 3 clusters Score -91078.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -91078.484375 Penalty: 3383.809814
	Iteration 16F: 3 clusters Score -91078.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Entering Unmasked Estep 
Score: -3153422.500000 Penalty: 2546.039551
	Iteration 0F: 2 clusters Score -3153422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -3133648.750000 Penalty: 5092.079102
	Iteration 0F: 3 clusters Score -3133649 nChanged 12972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -3140736.750000 Penalty: 5092.079102
	Iteration 1F: 3 clusters Score -3140737 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -3141294.750000 Penalty: 5092.079102
	Iteration 2F: 3 clusters Score -3141295 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -3141824.250000 Penalty: 5092.079102
	Iteration 3Q: 3 clusters Score -3141824 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -3142398.250000 Penalty: 5092.079102
	Iteration 4Q: 3 clusters Score -3142398 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -3143118.750000 Penalty: 5092.079102
	Iteration 5Q: 3 clusters Score -3143119 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -3144073.000000 Penalty: 5092.079102
	Iteration 6F: 3 clusters Score -3144073 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -3145363.250000 Penalty: 5092.079102
	Iteration 7F: 3 clusters Score -3145363 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -3146839.500000 Penalty: 5092.079102
	Iteration 8F: 3 clusters Score -3146840 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -3148340.000000 Penalty: 5092.079102
	Iteration 9F: 3 clusters Score -3148340 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -3149518.250000 Penalty: 5092.079102
	Iteration 10Q: 3 clusters Score -3149518 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -3150236.250000 Penalty: 5092.079102
	Iteration 11Q: 3 clusters Score -3150236 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -3150609.750000 Penalty: 5092.079102
	Iteration 12Q: 3 clusters Score -3150610 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -3150830.750000 Penalty: 5092.079102
	Iteration 13Q: 3 clusters Score -3150831 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -3150980.250000 Penalty: 5092.079102
	Iteration 14Q: 3 clusters Score -3150980 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -3151062.000000 Penalty: 5092.079102
	Iteration 15Q: 3 clusters Score -3151062 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -3151118.000000 Penalty: 5092.079102
	Iteration 16Q: 3 clusters Score -3151118 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -3151160.500000 Penalty: 5092.079102
	Iteration 17Q: 3 clusters Score -3151160 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -3151186.750000 Penalty: 5092.079102
	Iteration 18Q: 3 clusters Score -3151187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -3151201.000000 Penalty: 5092.079102
	Iteration 19Q: 3 clusters Score -3151201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -3151210.000000 Penalty: 5092.079102
	Iteration 20F: 3 clusters Score -3151210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -3151217.500000 Penalty: 5092.079102
	Iteration 21Q: 3 clusters Score -3151218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -3151223.750000 Penalty: 5092.079102
	Iteration 22Q: 3 clusters Score -3151224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -3151244.000000 Penalty: 5092.079102
	Iteration 23Q: 3 clusters Score -3151244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -3151250.000000 Penalty: 5092.079102
	Iteration 24Q: 3 clusters Score -3151250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -3151258.750000 Penalty: 5092.079102
	Iteration 25Q: 3 clusters Score -3151259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -3151260.000000 Penalty: 5092.079102
	Iteration 26Q: 3 clusters Score -3151260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -3151265.500000 Penalty: 5092.079102
	Iteration 27Q: 3 clusters Score -3151266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -3151270.250000 Penalty: 5092.079102
	Iteration 28Q: 3 clusters Score -3151270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -3151267.000000 Penalty: 5092.079102
	Iteration 29Q: 3 clusters Score -3151267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -3151266.500000 Penalty: 5092.079102
	Iteration 30Q: 3 clusters Score -3151266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -3151266.500000 Penalty: 5092.079102
	Iteration 31F: 3 clusters Score -3151266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Entering Unmasked Estep 
Score: -1099652.750000 Penalty: 2290.481689
	Iteration 0F: 2 clusters Score -1099653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1091799.000000 Penalty: 4580.963379
	Iteration 0F: 3 clusters Score -1091799 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1094396.375000 Penalty: 4580.963379
	Iteration 1F: 3 clusters Score -1094396 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1095050.750000 Penalty: 4580.963379
	Iteration 2F: 3 clusters Score -1095051 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1095613.125000 Penalty: 4580.963379
	Iteration 3F: 3 clusters Score -1095613 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1096159.500000 Penalty: 4580.963379
	Iteration 4F: 3 clusters Score -1096160 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1096777.250000 Penalty: 4580.963379
	Iteration 5F: 3 clusters Score -1096777 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1097434.250000 Penalty: 4580.963379
	Iteration 6F: 3 clusters Score -1097434 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1097900.375000 Penalty: 4580.963379
	Iteration 7F: 3 clusters Score -1097900 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1098231.375000 Penalty: 4580.963379
	Iteration 8Q: 3 clusters Score -1098231 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1098453.375000 Penalty: 4580.963379
	Iteration 9Q: 3 clusters Score -1098453 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1098602.250000 Penalty: 4580.963379
	Iteration 10Q: 3 clusters Score -1098602 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1098688.625000 Penalty: 4580.963379
	Iteration 11Q: 3 clusters Score -1098689 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1098770.875000 Penalty: 4580.963379
	Iteration 12Q: 3 clusters Score -1098771 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1098821.750000 Penalty: 4580.963379
	Iteration 13Q: 3 clusters Score -1098822 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1098858.375000 Penalty: 4580.963379
	Iteration 14Q: 3 clusters Score -1098858 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1098883.375000 Penalty: 4580.963379
	Iteration 15Q: 3 clusters Score -1098883 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1098913.750000 Penalty: 4580.963379
	Iteration 16Q: 3 clusters Score -1098914 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1098937.875000 Penalty: 4580.963379
	Iteration 17Q: 3 clusters Score -1098938 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1098964.250000 Penalty: 4580.963379
	Iteration 18Q: 3 clusters Score -1098964 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1099013.625000 Penalty: 4580.963379
	Iteration 19Q: 3 clusters Score -1099014 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1099077.000000 Penalty: 4580.963379
	Iteration 20F: 3 clusters Score -1099077 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1099181.000000 Penalty: 4580.963379
	Iteration 21Q: 3 clusters Score -1099181 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1099301.625000 Penalty: 4580.963379
	Iteration 22Q: 3 clusters Score -1099302 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1099370.500000 Penalty: 4580.963379
	Iteration 23Q: 3 clusters Score -1099370 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1099407.125000 Penalty: 4580.963379
	Iteration 24Q: 3 clusters Score -1099407 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1099435.625000 Penalty: 4580.963379
	Iteration 25Q: 3 clusters Score -1099436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1099448.125000 Penalty: 4580.963379
	Iteration 26Q: 3 clusters Score -1099448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1099453.375000 Penalty: 4580.963379
	Iteration 27Q: 3 clusters Score -1099453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1099457.750000 Penalty: 4580.963379
	Iteration 28Q: 3 clusters Score -1099458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1099462.125000 Penalty: 4580.963379
	Iteration 29Q: 3 clusters Score -1099462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1099461.125000 Penalty: 4580.963379
	Iteration 30Q: 3 clusters Score -1099461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1099460.625000 Penalty: 4580.963379
	Iteration 31Q: 3 clusters Score -1099461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1099460.625000 Penalty: 4580.963379
	Iteration 32F: 3 clusters Score -1099461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Entering Unmasked Estep 
Score: -1549545.375000 Penalty: 2375.060547
	Iteration 0F: 2 clusters Score -1549545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1539025.125000 Penalty: 4750.121094
	Iteration 0F: 3 clusters Score -1539025 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1542484.875000 Penalty: 4750.121094
	Iteration 1F: 3 clusters Score -1542485 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1542892.375000 Penalty: 4750.121094
	Iteration 2F: 3 clusters Score -1542892 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1543198.875000 Penalty: 4750.121094
	Iteration 3F: 3 clusters Score -1543199 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1543432.250000 Penalty: 4750.121094
	Iteration 4Q: 3 clusters Score -1543432 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1543634.875000 Penalty: 4750.121094
	Iteration 5Q: 3 clusters Score -1543635 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1543812.625000 Penalty: 4750.121094
	Iteration 6Q: 3 clusters Score -1543813 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1543983.875000 Penalty: 4750.121094
	Iteration 7Q: 3 clusters Score -1543984 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1544145.500000 Penalty: 4750.121094
	Iteration 8Q: 3 clusters Score -1544146 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1544328.125000 Penalty: 4750.121094
	Iteration 9Q: 3 clusters Score -1544328 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1544530.750000 Penalty: 4750.121094
	Iteration 10Q: 3 clusters Score -1544531 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1544782.875000 Penalty: 4750.121094
	Iteration 11Q: 3 clusters Score -1544783 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1545083.375000 Penalty: 4750.121094
	Iteration 12Q: 3 clusters Score -1545083 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1545385.750000 Penalty: 4750.121094
	Iteration 13Q: 3 clusters Score -1545386 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1545767.625000 Penalty: 4750.121094
	Iteration 14Q: 3 clusters Score -1545768 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1546276.750000 Penalty: 4750.121094
	Iteration 15Q: 3 clusters Score -1546277 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1546881.000000 Penalty: 4750.121094
	Iteration 16Q: 3 clusters Score -1546881 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1547456.625000 Penalty: 4750.121094
	Iteration 17Q: 3 clusters Score -1547457 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1547891.750000 Penalty: 4750.121094
	Iteration 18Q: 3 clusters Score -1547892 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1548133.625000 Penalty: 4750.121094
	Iteration 19Q: 3 clusters Score -1548134 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1548245.875000 Penalty: 4750.121094
	Iteration 20F: 3 clusters Score -1548246 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1548288.625000 Penalty: 4750.121094
	Iteration 21Q: 3 clusters Score -1548289 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1548317.125000 Penalty: 4750.121094
	Iteration 22Q: 3 clusters Score -1548317 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1548333.875000 Penalty: 4750.121094
	Iteration 23Q: 3 clusters Score -1548334 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1548340.125000 Penalty: 4750.121094
	Iteration 24Q: 3 clusters Score -1548340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1548343.875000 Penalty: 4750.121094
	Iteration 25Q: 3 clusters Score -1548344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1548342.750000 Penalty: 4750.121094
	Iteration 26Q: 3 clusters Score -1548343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1548342.875000 Penalty: 4750.121094
	Iteration 27Q: 3 clusters Score -1548343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1548347.750000 Penalty: 4750.121094
	Iteration 28Q: 3 clusters Score -1548348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1548346.875000 Penalty: 4750.121094
	Iteration 29Q: 3 clusters Score -1548347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1548349.000000 Penalty: 4750.121094
	Iteration 30Q: 3 clusters Score -1548349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1548349.500000 Penalty: 4750.121094
	Iteration 31Q: 3 clusters Score -1548350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1548349.500000 Penalty: 4750.121094
	Iteration 32F: 3 clusters Score -1548350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Entering Unmasked Estep 
Score: -1007660.875000 Penalty: 2287.539062
	Iteration 0F: 2 clusters Score -1007661 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 5108 members 
Entering Unmasked Estep 
Score: -999952.250000 Penalty: 4575.078125
	Iteration 0F: 3 clusters Score -999952.2 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1002442.625000 Penalty: 4575.078125
	Iteration 1F: 3 clusters Score -1002443 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1002915.625000 Penalty: 4575.078125
	Iteration 2F: 3 clusters Score -1002916 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1003331.437500 Penalty: 4575.078125
	Iteration 3F: 3 clusters Score -1003331 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1003675.125000 Penalty: 4575.078125
	Iteration 4F: 3 clusters Score -1003675 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1003952.875000 Penalty: 4575.078125
	Iteration 5Q: 3 clusters Score -1003953 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1004143.187500 Penalty: 4575.078125
	Iteration 6Q: 3 clusters Score -1004143 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1004289.687500 Penalty: 4575.078125
	Iteration 7Q: 3 clusters Score -1004290 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1004403.687500 Penalty: 4575.078125
	Iteration 8Q: 3 clusters Score -1004404 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1004514.500000 Penalty: 4575.078125
	Iteration 9Q: 3 clusters Score -1004514 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1004627.187500 Penalty: 4575.078125
	Iteration 10Q: 3 clusters Score -1004627 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1004731.187500 Penalty: 4575.078125
	Iteration 11Q: 3 clusters Score -1004731 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1004824.750000 Penalty: 4575.078125
	Iteration 12Q: 3 clusters Score -1004825 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1004904.500000 Penalty: 4575.078125
	Iteration 13Q: 3 clusters Score -1004904 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1004976.812500 Penalty: 4575.078125
	Iteration 14Q: 3 clusters Score -1004977 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1005044.187500 Penalty: 4575.078125
	Iteration 15Q: 3 clusters Score -1005044 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1005120.250000 Penalty: 4575.078125
	Iteration 16Q: 3 clusters Score -1005120 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1005197.500000 Penalty: 4575.078125
	Iteration 17Q: 3 clusters Score -1005198 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1005272.750000 Penalty: 4575.078125
	Iteration 18Q: 3 clusters Score -1005273 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1005337.000000 Penalty: 4575.078125
	Iteration 19Q: 3 clusters Score -1005337 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1005417.875000 Penalty: 4575.078125
	Iteration 20F: 3 clusters Score -1005418 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1005491.750000 Penalty: 4575.078125
	Iteration 21Q: 3 clusters Score -1005492 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1005563.812500 Penalty: 4575.078125
	Iteration 22Q: 3 clusters Score -1005564 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1005621.125000 Penalty: 4575.078125
	Iteration 23Q: 3 clusters Score -1005621 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1005672.000000 Penalty: 4575.078125
	Iteration 24Q: 3 clusters Score -1005672 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1005705.812500 Penalty: 4575.078125
	Iteration 25Q: 3 clusters Score -1005706 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1005734.062500 Penalty: 4575.078125
	Iteration 26Q: 3 clusters Score -1005734 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1005765.437500 Penalty: 4575.078125
	Iteration 27Q: 3 clusters Score -1005765 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1005791.375000 Penalty: 4575.078125
	Iteration 28Q: 3 clusters Score -1005791 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1005808.062500 Penalty: 4575.078125
	Iteration 29Q: 3 clusters Score -1005808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1005832.375000 Penalty: 4575.078125
	Iteration 30Q: 3 clusters Score -1005832 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1005852.437500 Penalty: 4575.078125
	Iteration 31Q: 3 clusters Score -1005852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1005870.375000 Penalty: 4575.078125
	Iteration 32Q: 3 clusters Score -1005870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1005881.812500 Penalty: 4575.078125
	Iteration 33Q: 3 clusters Score -1005882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1005898.625000 Penalty: 4575.078125
	Iteration 34Q: 3 clusters Score -1005899 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1005914.687500 Penalty: 4575.078125
	Iteration 35Q: 3 clusters Score -1005915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1005929.250000 Penalty: 4575.078125
	Iteration 36Q: 3 clusters Score -1005929 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1005940.812500 Penalty: 4575.078125
	Iteration 37Q: 3 clusters Score -1005941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1005948.250000 Penalty: 4575.078125
	Iteration 38Q: 3 clusters Score -1005948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1005958.062500 Penalty: 4575.078125
	Iteration 39Q: 3 clusters Score -1005958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1005964.187500 Penalty: 4575.078125
	Iteration 40F: 3 clusters Score -1005964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1005966.562500 Penalty: 4575.078125
	Iteration 41Q: 3 clusters Score -1005967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1005971.375000 Penalty: 4575.078125
	Iteration 42Q: 3 clusters Score -1005971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1005972.250000 Penalty: 4575.078125
	Iteration 43Q: 3 clusters Score -1005972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1005973.375000 Penalty: 4575.078125
	Iteration 44Q: 3 clusters Score -1005973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1005974.875000 Penalty: 4575.078125
	Iteration 45Q: 3 clusters Score -1005975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1005974.875000 Penalty: 4575.078125
	Iteration 46F: 3 clusters Score -1005975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Entering Unmasked Estep 
Score: -2304996.750000 Penalty: 2528.508301
	Iteration 0F: 2 clusters Score -2304997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2286731.500000 Penalty: 5057.016602
	Iteration 0F: 3 clusters Score -2286732 nChanged 11888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2293705.500000 Penalty: 5057.016602
	Iteration 1F: 3 clusters Score -2293706 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -2294811.750000 Penalty: 5057.016602
	Iteration 2F: 3 clusters Score -2294812 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2295911.000000 Penalty: 5057.016602
	Iteration 3F: 3 clusters Score -2295911 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2296876.250000 Penalty: 5057.016602
	Iteration 4F: 3 clusters Score -2296876 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2297788.000000 Penalty: 5057.016602
	Iteration 5F: 3 clusters Score -2297788 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2298679.000000 Penalty: 5057.016602
	Iteration 6F: 3 clusters Score -2298679 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2299586.000000 Penalty: 5057.016602
	Iteration 7F: 3 clusters Score -2299586 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -2300406.000000 Penalty: 5057.016602
	Iteration 8Q: 3 clusters Score -2300406 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2301031.500000 Penalty: 5057.016602
	Iteration 9Q: 3 clusters Score -2301032 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -2301499.750000 Penalty: 5057.016602
	Iteration 10Q: 3 clusters Score -2301500 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2301810.250000 Penalty: 5057.016602
	Iteration 11Q: 3 clusters Score -2301810 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -2302009.750000 Penalty: 5057.016602
	Iteration 12Q: 3 clusters Score -2302010 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2302169.500000 Penalty: 5057.016602
	Iteration 13Q: 3 clusters Score -2302170 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2302285.750000 Penalty: 5057.016602
	Iteration 14Q: 3 clusters Score -2302286 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -2302376.750000 Penalty: 5057.016602
	Iteration 15Q: 3 clusters Score -2302377 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2302448.000000 Penalty: 5057.016602
	Iteration 16Q: 3 clusters Score -2302448 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2302510.750000 Penalty: 5057.016602
	Iteration 17Q: 3 clusters Score -2302511 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -2302564.250000 Penalty: 5057.016602
	Iteration 18Q: 3 clusters Score -2302564 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2302605.500000 Penalty: 5057.016602
	Iteration 19Q: 3 clusters Score -2302606 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2302656.500000 Penalty: 5057.016602
	Iteration 20F: 3 clusters Score -2302656 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2302697.250000 Penalty: 5057.016602
	Iteration 21Q: 3 clusters Score -2302697 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2302743.750000 Penalty: 5057.016602
	Iteration 22Q: 3 clusters Score -2302744 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2302773.750000 Penalty: 5057.016602
	Iteration 23Q: 3 clusters Score -2302774 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2302807.250000 Penalty: 5057.016602
	Iteration 24Q: 3 clusters Score -2302807 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2302832.000000 Penalty: 5057.016602
	Iteration 25Q: 3 clusters Score -2302832 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -2302859.750000 Penalty: 5057.016602
	Iteration 26Q: 3 clusters Score -2302860 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2302880.000000 Penalty: 5057.016602
	Iteration 27Q: 3 clusters Score -2302880 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2302912.500000 Penalty: 5057.016602
	Iteration 28Q: 3 clusters Score -2302912 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -2302932.750000 Penalty: 5057.016602
	Iteration 29Q: 3 clusters Score -2302933 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2302962.000000 Penalty: 5057.016602
	Iteration 30Q: 3 clusters Score -2302962 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -2302986.750000 Penalty: 5057.016602
	Iteration 31Q: 3 clusters Score -2302987 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2303016.000000 Penalty: 5057.016602
	Iteration 32Q: 3 clusters Score -2303016 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2303049.000000 Penalty: 5057.016602
	Iteration 33Q: 3 clusters Score -2303049 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2303080.750000 Penalty: 5057.016602
	Iteration 34Q: 3 clusters Score -2303081 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2303111.000000 Penalty: 5057.016602
	Iteration 35Q: 3 clusters Score -2303111 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2303122.500000 Penalty: 5057.016602
	Iteration 36Q: 3 clusters Score -2303122 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2303144.000000 Penalty: 5057.016602
	Iteration 37Q: 3 clusters Score -2303144 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2303171.000000 Penalty: 5057.016602
	Iteration 38Q: 3 clusters Score -2303171 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2303180.500000 Penalty: 5057.016602
	Iteration 39Q: 3 clusters Score -2303180 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2303207.750000 Penalty: 5057.016602
	Iteration 40F: 3 clusters Score -2303208 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2303221.000000 Penalty: 5057.016602
	Iteration 41Q: 3 clusters Score -2303221 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2303230.750000 Penalty: 5057.016602
	Iteration 42Q: 3 clusters Score -2303231 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2303243.750000 Penalty: 5057.016602
	Iteration 43Q: 3 clusters Score -2303244 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2303252.500000 Penalty: 5057.016602
	Iteration 44Q: 3 clusters Score -2303252 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2303276.500000 Penalty: 5057.016602
	Iteration 45Q: 3 clusters Score -2303276 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2303303.750000 Penalty: 5057.016602
	Iteration 46Q: 3 clusters Score -2303304 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2303314.750000 Penalty: 5057.016602
	Iteration 47Q: 3 clusters Score -2303315 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2303327.500000 Penalty: 5057.016602
	Iteration 48Q: 3 clusters Score -2303328 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2303345.250000 Penalty: 5057.016602
	Iteration 49Q: 3 clusters Score -2303345 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2303351.250000 Penalty: 5057.016602
	Iteration 50Q: 3 clusters Score -2303351 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2303363.000000 Penalty: 5057.016602
	Iteration 51Q: 3 clusters Score -2303363 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2303363.500000 Penalty: 5057.016602
	Iteration 52Q: 3 clusters Score -2303364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2303371.250000 Penalty: 5057.016602
	Iteration 53Q: 3 clusters Score -2303371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2303374.000000 Penalty: 5057.016602
	Iteration 54Q: 3 clusters Score -2303374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2303384.500000 Penalty: 5057.016602
	Iteration 55Q: 3 clusters Score -2303384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2303386.000000 Penalty: 5057.016602
	Iteration 56Q: 3 clusters Score -2303386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2303388.000000 Penalty: 5057.016602
	Iteration 57Q: 3 clusters Score -2303388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2303393.000000 Penalty: 5057.016602
	Iteration 58Q: 3 clusters Score -2303393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2303395.500000 Penalty: 5057.016602
	Iteration 59Q: 3 clusters Score -2303396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2303396.250000 Penalty: 5057.016602
	Iteration 60F: 3 clusters Score -2303396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2303393.250000 Penalty: 5057.016602
	Iteration 61Q: 3 clusters Score -2303393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2303397.500000 Penalty: 5057.016602
	Iteration 62Q: 3 clusters Score -2303398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2303405.250000 Penalty: 5057.016602
	Iteration 63Q: 3 clusters Score -2303405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2303404.500000 Penalty: 5057.016602
	Iteration 64Q: 3 clusters Score -2303404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2303404.750000 Penalty: 5057.016602
	Iteration 65Q: 3 clusters Score -2303405 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2303410.250000 Penalty: 5057.016602
	Iteration 66Q: 3 clusters Score -2303410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2303412.500000 Penalty: 5057.016602
	Iteration 67Q: 3 clusters Score -2303412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2303420.500000 Penalty: 5057.016602
	Iteration 68Q: 3 clusters Score -2303420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2303434.250000 Penalty: 5057.016602
	Iteration 69Q: 3 clusters Score -2303434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2303444.500000 Penalty: 5057.016602
	Iteration 70Q: 3 clusters Score -2303444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2303448.750000 Penalty: 5057.016602
	Iteration 71Q: 3 clusters Score -2303449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2303460.500000 Penalty: 5057.016602
	Iteration 72Q: 3 clusters Score -2303460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2303476.500000 Penalty: 5057.016602
	Iteration 73Q: 3 clusters Score -2303476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2303472.750000 Penalty: 5057.016602
	Iteration 74Q: 3 clusters Score -2303473 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2303478.500000 Penalty: 5057.016602
	Iteration 75Q: 3 clusters Score -2303478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2303483.000000 Penalty: 5057.016602
	Iteration 76Q: 3 clusters Score -2303483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2303484.250000 Penalty: 5057.016602
	Iteration 77Q: 3 clusters Score -2303484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2303486.750000 Penalty: 5057.016602
	Iteration 78Q: 3 clusters Score -2303487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2303489.250000 Penalty: 5057.016602
	Iteration 79Q: 3 clusters Score -2303489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2303489.750000 Penalty: 5057.016602
	Iteration 80F: 3 clusters Score -2303490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2303490.500000 Penalty: 5057.016602
	Iteration 81Q: 3 clusters Score -2303490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2303495.250000 Penalty: 5057.016602
	Iteration 82Q: 3 clusters Score -2303495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2303494.500000 Penalty: 5057.016602
	Iteration 83Q: 3 clusters Score -2303494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2303498.500000 Penalty: 5057.016602
	Iteration 84Q: 3 clusters Score -2303498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2303499.750000 Penalty: 5057.016602
	Iteration 85Q: 3 clusters Score -2303500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2303503.250000 Penalty: 5057.016602
	Iteration 86Q: 3 clusters Score -2303503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2303503.250000 Penalty: 5057.016602
	Iteration 87Q: 3 clusters Score -2303503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2303508.250000 Penalty: 5057.016602
	Iteration 88Q: 3 clusters Score -2303508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2303511.250000 Penalty: 5057.016602
	Iteration 89Q: 3 clusters Score -2303511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2303516.000000 Penalty: 5057.016602
	Iteration 90Q: 3 clusters Score -2303516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2303526.250000 Penalty: 5057.016602
	Iteration 91Q: 3 clusters Score -2303526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2303531.250000 Penalty: 5057.016602
	Iteration 92Q: 3 clusters Score -2303531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2303535.750000 Penalty: 5057.016602
	Iteration 93Q: 3 clusters Score -2303536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2303536.250000 Penalty: 5057.016602
	Iteration 94Q: 3 clusters Score -2303536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2303543.500000 Penalty: 5057.016602
	Iteration 95Q: 3 clusters Score -2303544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2303550.000000 Penalty: 5057.016602
	Iteration 96Q: 3 clusters Score -2303550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2303556.500000 Penalty: 5057.016602
	Iteration 97Q: 3 clusters Score -2303556 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2303565.000000 Penalty: 5057.016602
	Iteration 98Q: 3 clusters Score -2303565 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2303569.250000 Penalty: 5057.016602
	Iteration 99Q: 3 clusters Score -2303569 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2303574.000000 Penalty: 5057.016602
	Iteration 100F: 3 clusters Score -2303574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2303583.000000 Penalty: 5057.016602
	Iteration 101Q: 3 clusters Score -2303583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2303588.500000 Penalty: 5057.016602
	Iteration 102Q: 3 clusters Score -2303588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2303592.250000 Penalty: 5057.016602
	Iteration 103Q: 3 clusters Score -2303592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2303598.750000 Penalty: 5057.016602
	Iteration 104Q: 3 clusters Score -2303599 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2303604.000000 Penalty: 5057.016602
	Iteration 105Q: 3 clusters Score -2303604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2303606.000000 Penalty: 5057.016602
	Iteration 106Q: 3 clusters Score -2303606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2303608.250000 Penalty: 5057.016602
	Iteration 107Q: 3 clusters Score -2303608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2303607.750000 Penalty: 5057.016602
	Iteration 108Q: 3 clusters Score -2303608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2303611.000000 Penalty: 5057.016602
	Iteration 109Q: 3 clusters Score -2303611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2303618.750000 Penalty: 5057.016602
	Iteration 110Q: 3 clusters Score -2303619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2303622.250000 Penalty: 5057.016602
	Iteration 111Q: 3 clusters Score -2303622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2303636.750000 Penalty: 5057.016602
	Iteration 112Q: 3 clusters Score -2303637 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2303648.000000 Penalty: 5057.016602
	Iteration 113Q: 3 clusters Score -2303648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2303655.250000 Penalty: 5057.016602
	Iteration 114Q: 3 clusters Score -2303655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2303659.750000 Penalty: 5057.016602
	Iteration 115Q: 3 clusters Score -2303660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2303668.750000 Penalty: 5057.016602
	Iteration 116Q: 3 clusters Score -2303669 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2303671.000000 Penalty: 5057.016602
	Iteration 117Q: 3 clusters Score -2303671 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2303682.250000 Penalty: 5057.016602
	Iteration 118Q: 3 clusters Score -2303682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2303690.000000 Penalty: 5057.016602
	Iteration 119Q: 3 clusters Score -2303690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2303700.000000 Penalty: 5057.016602
	Iteration 120F: 3 clusters Score -2303700 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2303706.750000 Penalty: 5057.016602
	Iteration 121Q: 3 clusters Score -2303707 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2303715.250000 Penalty: 5057.016602
	Iteration 122Q: 3 clusters Score -2303715 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2303717.750000 Penalty: 5057.016602
	Iteration 123Q: 3 clusters Score -2303718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2303722.750000 Penalty: 5057.016602
	Iteration 124Q: 3 clusters Score -2303723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2303732.250000 Penalty: 5057.016602
	Iteration 125Q: 3 clusters Score -2303732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2303738.000000 Penalty: 5057.016602
	Iteration 126Q: 3 clusters Score -2303738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2303742.750000 Penalty: 5057.016602
	Iteration 127Q: 3 clusters Score -2303743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2303740.250000 Penalty: 5057.016602
	Iteration 128Q: 3 clusters Score -2303740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2303745.000000 Penalty: 5057.016602
	Iteration 129Q: 3 clusters Score -2303745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2303743.250000 Penalty: 5057.016602
	Iteration 130Q: 3 clusters Score -2303743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2303743.250000 Penalty: 5057.016602
	Iteration 131F: 3 clusters Score -2303743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Entering Unmasked Estep 
Score: -990598.375000 Penalty: 2337.891846
	Iteration 0F: 2 clusters Score -990598.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -981315.750000 Penalty: 4675.783691
	Iteration 0F: 3 clusters Score -981315.8 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -984645.875000 Penalty: 4675.783691
	Iteration 1F: 3 clusters Score -984645.9 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -985387.875000 Penalty: 4675.783691
	Iteration 2F: 3 clusters Score -985387.9 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -986018.437500 Penalty: 4675.783691
	Iteration 3F: 3 clusters Score -986018.4 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -986542.187500 Penalty: 4675.783691
	Iteration 4F: 3 clusters Score -986542.2 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -986930.312500 Penalty: 4675.783691
	Iteration 5F: 3 clusters Score -986930.3 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -987227.687500 Penalty: 4675.783691
	Iteration 6Q: 3 clusters Score -987227.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -987460.750000 Penalty: 4675.783691
	Iteration 7Q: 3 clusters Score -987460.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -987636.625000 Penalty: 4675.783691
	Iteration 8Q: 3 clusters Score -987636.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -987775.062500 Penalty: 4675.783691
	Iteration 9Q: 3 clusters Score -987775.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -987889.437500 Penalty: 4675.783691
	Iteration 10Q: 3 clusters Score -987889.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -988010.437500 Penalty: 4675.783691
	Iteration 11Q: 3 clusters Score -988010.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -988141.125000 Penalty: 4675.783691
	Iteration 12Q: 3 clusters Score -988141.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -988272.687500 Penalty: 4675.783691
	Iteration 13Q: 3 clusters Score -988272.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -988387.562500 Penalty: 4675.783691
	Iteration 14Q: 3 clusters Score -988387.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -988487.062500 Penalty: 4675.783691
	Iteration 15Q: 3 clusters Score -988487.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -988573.437500 Penalty: 4675.783691
	Iteration 16Q: 3 clusters Score -988573.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -988647.000000 Penalty: 4675.783691
	Iteration 17Q: 3 clusters Score -988647 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -988701.937500 Penalty: 4675.783691
	Iteration 18Q: 3 clusters Score -988701.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -988745.875000 Penalty: 4675.783691
	Iteration 19Q: 3 clusters Score -988745.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -988781.500000 Penalty: 4675.783691
	Iteration 20F: 3 clusters Score -988781.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -988815.125000 Penalty: 4675.783691
	Iteration 21Q: 3 clusters Score -988815.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -988849.562500 Penalty: 4675.783691
	Iteration 22Q: 3 clusters Score -988849.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -988874.500000 Penalty: 4675.783691
	Iteration 23Q: 3 clusters Score -988874.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -988908.187500 Penalty: 4675.783691
	Iteration 24Q: 3 clusters Score -988908.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -988933.437500 Penalty: 4675.783691
	Iteration 25Q: 3 clusters Score -988933.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -988956.312500 Penalty: 4675.783691
	Iteration 26Q: 3 clusters Score -988956.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -988977.500000 Penalty: 4675.783691
	Iteration 27Q: 3 clusters Score -988977.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -988989.312500 Penalty: 4675.783691
	Iteration 28Q: 3 clusters Score -988989.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -989003.687500 Penalty: 4675.783691
	Iteration 29Q: 3 clusters Score -989003.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -989019.375000 Penalty: 4675.783691
	Iteration 30Q: 3 clusters Score -989019.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -989029.687500 Penalty: 4675.783691
	Iteration 31Q: 3 clusters Score -989029.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -989037.375000 Penalty: 4675.783691
	Iteration 32Q: 3 clusters Score -989037.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -989045.500000 Penalty: 4675.783691
	Iteration 33Q: 3 clusters Score -989045.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -989055.375000 Penalty: 4675.783691
	Iteration 34Q: 3 clusters Score -989055.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -989070.625000 Penalty: 4675.783691
	Iteration 35Q: 3 clusters Score -989070.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -989094.250000 Penalty: 4675.783691
	Iteration 36Q: 3 clusters Score -989094.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -989119.125000 Penalty: 4675.783691
	Iteration 37Q: 3 clusters Score -989119.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -989145.875000 Penalty: 4675.783691
	Iteration 38Q: 3 clusters Score -989145.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -989168.875000 Penalty: 4675.783691
	Iteration 39Q: 3 clusters Score -989168.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -989191.375000 Penalty: 4675.783691
	Iteration 40F: 3 clusters Score -989191.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -989210.750000 Penalty: 4675.783691
	Iteration 41Q: 3 clusters Score -989210.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -989231.500000 Penalty: 4675.783691
	Iteration 42Q: 3 clusters Score -989231.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -989255.000000 Penalty: 4675.783691
	Iteration 43Q: 3 clusters Score -989255 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -989270.062500 Penalty: 4675.783691
	Iteration 44Q: 3 clusters Score -989270.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -989277.437500 Penalty: 4675.783691
	Iteration 45Q: 3 clusters Score -989277.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -989292.187500 Penalty: 4675.783691
	Iteration 46Q: 3 clusters Score -989292.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -989299.625000 Penalty: 4675.783691
	Iteration 47Q: 3 clusters Score -989299.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -989305.125000 Penalty: 4675.783691
	Iteration 48Q: 3 clusters Score -989305.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -989311.750000 Penalty: 4675.783691
	Iteration 49Q: 3 clusters Score -989311.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -989319.000000 Penalty: 4675.783691
	Iteration 50Q: 3 clusters Score -989319 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -989328.250000 Penalty: 4675.783691
	Iteration 51Q: 3 clusters Score -989328.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -989337.625000 Penalty: 4675.783691
	Iteration 52Q: 3 clusters Score -989337.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -989349.250000 Penalty: 4675.783691
	Iteration 53Q: 3 clusters Score -989349.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -989359.000000 Penalty: 4675.783691
	Iteration 54Q: 3 clusters Score -989359 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -989366.125000 Penalty: 4675.783691
	Iteration 55Q: 3 clusters Score -989366.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -989370.937500 Penalty: 4675.783691
	Iteration 56Q: 3 clusters Score -989370.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -989376.625000 Penalty: 4675.783691
	Iteration 57Q: 3 clusters Score -989376.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -989378.562500 Penalty: 4675.783691
	Iteration 58Q: 3 clusters Score -989378.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -989385.000000 Penalty: 4675.783691
	Iteration 59Q: 3 clusters Score -989385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -989391.000000 Penalty: 4675.783691
	Iteration 60F: 3 clusters Score -989391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -989400.187500 Penalty: 4675.783691
	Iteration 61Q: 3 clusters Score -989400.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -989405.375000 Penalty: 4675.783691
	Iteration 62Q: 3 clusters Score -989405.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -989411.937500 Penalty: 4675.783691
	Iteration 63Q: 3 clusters Score -989411.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -989417.062500 Penalty: 4675.783691
	Iteration 64Q: 3 clusters Score -989417.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -989418.750000 Penalty: 4675.783691
	Iteration 65Q: 3 clusters Score -989418.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -989422.000000 Penalty: 4675.783691
	Iteration 66Q: 3 clusters Score -989422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -989425.812500 Penalty: 4675.783691
	Iteration 67Q: 3 clusters Score -989425.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -989423.812500 Penalty: 4675.783691
	Iteration 68Q: 3 clusters Score -989423.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -989427.062500 Penalty: 4675.783691
	Iteration 69Q: 3 clusters Score -989427.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -989427.625000 Penalty: 4675.783691
	Iteration 70Q: 3 clusters Score -989427.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -989426.750000 Penalty: 4675.783691
	Iteration 71Q: 3 clusters Score -989426.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -989427.000000 Penalty: 4675.783691
	Iteration 72Q: 3 clusters Score -989427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -989426.187500 Penalty: 4675.783691
	Iteration 73Q: 3 clusters Score -989426.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -989426.500000 Penalty: 4675.783691
	Iteration 74Q: 3 clusters Score -989426.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -989426.500000 Penalty: 4675.783691
	Iteration 75F: 3 clusters Score -989426.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -31366.855469 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -31366.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30023.343750 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -30023.34 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30240.306641 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -30240.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30335.378906 Penalty: 2912.570557
	Iteration 2F: 3 clusters Score -30335.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -30394.751953 Penalty: 2912.570557
	Iteration 3Q: 3 clusters Score -30394.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -30434.685547 Penalty: 2912.570557
	Iteration 4Q: 3 clusters Score -30434.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30440.882812 Penalty: 2912.570557
	Iteration 5Q: 3 clusters Score -30440.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30440.882812 Penalty: 2912.570557
	Iteration 6F: 3 clusters Score -30440.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -46276.632812 Penalty: 1558.002075
	Iteration 0F: 2 clusters Score -46276.63 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 268 members 
Entering Unmasked Estep 
Score: -44787.226562 Penalty: 3116.004150
	Iteration 0F: 3 clusters Score -44787.23 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -45141.816406 Penalty: 3116.004150
	Iteration 1F: 3 clusters Score -45141.82 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45305.898438 Penalty: 3116.004150
	Iteration 2F: 3 clusters Score -45305.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45465.242188 Penalty: 3116.004150
	Iteration 3F: 3 clusters Score -45465.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -45562.433594 Penalty: 3116.004150
	Iteration 4Q: 3 clusters Score -45562.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45657.652344 Penalty: 3116.004150
	Iteration 5Q: 3 clusters Score -45657.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45760.117188 Penalty: 3116.004150
	Iteration 6Q: 3 clusters Score -45760.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -45810.699219 Penalty: 3116.004150
	Iteration 7Q: 3 clusters Score -45810.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -45826.878906 Penalty: 3116.004150
	Iteration 8Q: 3 clusters Score -45826.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45832.281250 Penalty: 3116.004150
	Iteration 9Q: 3 clusters Score -45832.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45838.078125 Penalty: 3116.004150
	Iteration 10Q: 3 clusters Score -45838.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45843.382812 Penalty: 3116.004150
	Iteration 11Q: 3 clusters Score -45843.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45846.324219 Penalty: 3116.004150
	Iteration 12Q: 3 clusters Score -45846.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -45847.242188 Penalty: 3116.004150
	Iteration 13Q: 3 clusters Score -45847.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -45847.242188 Penalty: 3116.004150
	Iteration 14F: 3 clusters Score -45847.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Entering Unmasked Estep 
Score: -1023267.500000 Penalty: 2273.419678
	Iteration 0F: 2 clusters Score -1023268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1015827.812500 Penalty: 4546.839355
	Iteration 0F: 3 clusters Score -1015828 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1017970.187500 Penalty: 4546.839355
	Iteration 1F: 3 clusters Score -1017970 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1018195.375000 Penalty: 4546.839355
	Iteration 2F: 3 clusters Score -1018195 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1018367.937500 Penalty: 4546.839355
	Iteration 3Q: 3 clusters Score -1018368 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1018503.750000 Penalty: 4546.839355
	Iteration 4Q: 3 clusters Score -1018504 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1018624.062500 Penalty: 4546.839355
	Iteration 5Q: 3 clusters Score -1018624 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1018745.312500 Penalty: 4546.839355
	Iteration 6Q: 3 clusters Score -1018745 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1018930.750000 Penalty: 4546.839355
	Iteration 7Q: 3 clusters Score -1018931 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1019179.625000 Penalty: 4546.839355
	Iteration 8Q: 3 clusters Score -1019180 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1019497.625000 Penalty: 4546.839355
	Iteration 9Q: 3 clusters Score -1019498 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1019837.500000 Penalty: 4546.839355
	Iteration 10F: 3 clusters Score -1019838 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1020198.187500 Penalty: 4546.839355
	Iteration 11F: 3 clusters Score -1020198 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1020495.625000 Penalty: 4546.839355
	Iteration 12Q: 3 clusters Score -1020496 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1020756.687500 Penalty: 4546.839355
	Iteration 13Q: 3 clusters Score -1020757 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1020980.562500 Penalty: 4546.839355
	Iteration 14Q: 3 clusters Score -1020981 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1021180.187500 Penalty: 4546.839355
	Iteration 15Q: 3 clusters Score -1021180 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1021345.812500 Penalty: 4546.839355
	Iteration 16Q: 3 clusters Score -1021346 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1021489.750000 Penalty: 4546.839355
	Iteration 17Q: 3 clusters Score -1021490 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1021599.812500 Penalty: 4546.839355
	Iteration 18Q: 3 clusters Score -1021600 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1021688.000000 Penalty: 4546.839355
	Iteration 19Q: 3 clusters Score -1021688 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1021747.125000 Penalty: 4546.839355
	Iteration 20F: 3 clusters Score -1021747 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1021784.875000 Penalty: 4546.839355
	Iteration 21Q: 3 clusters Score -1021785 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1021829.750000 Penalty: 4546.839355
	Iteration 22Q: 3 clusters Score -1021830 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1021855.125000 Penalty: 4546.839355
	Iteration 23Q: 3 clusters Score -1021855 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1021879.000000 Penalty: 4546.839355
	Iteration 24Q: 3 clusters Score -1021879 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1021894.250000 Penalty: 4546.839355
	Iteration 25Q: 3 clusters Score -1021894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1021905.625000 Penalty: 4546.839355
	Iteration 26Q: 3 clusters Score -1021906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1021916.937500 Penalty: 4546.839355
	Iteration 27Q: 3 clusters Score -1021917 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1021929.625000 Penalty: 4546.839355
	Iteration 28Q: 3 clusters Score -1021930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1021943.062500 Penalty: 4546.839355
	Iteration 29Q: 3 clusters Score -1021943 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1021967.000000 Penalty: 4546.839355
	Iteration 30Q: 3 clusters Score -1021967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1021978.687500 Penalty: 4546.839355
	Iteration 31Q: 3 clusters Score -1021979 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1021999.937500 Penalty: 4546.839355
	Iteration 32Q: 3 clusters Score -1022000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1022011.812500 Penalty: 4546.839355
	Iteration 33Q: 3 clusters Score -1022012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1022017.937500 Penalty: 4546.839355
	Iteration 34Q: 3 clusters Score -1022018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1022021.625000 Penalty: 4546.839355
	Iteration 35Q: 3 clusters Score -1022022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1022025.062500 Penalty: 4546.839355
	Iteration 36Q: 3 clusters Score -1022025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1022027.000000 Penalty: 4546.839355
	Iteration 37Q: 3 clusters Score -1022027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1022027.000000 Penalty: 4546.839355
	Iteration 38F: 3 clusters Score -1022027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Entering Unmasked Estep 
Score: -1547698.875000 Penalty: 2368.740723
	Iteration 0F: 2 clusters Score -1547699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1537472.750000 Penalty: 4737.481445
	Iteration 0F: 3 clusters Score -1537473 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1540531.250000 Penalty: 4737.481445
	Iteration 1F: 3 clusters Score -1540531 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1540806.750000 Penalty: 4737.481445
	Iteration 2F: 3 clusters Score -1540807 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1541044.500000 Penalty: 4737.481445
	Iteration 3Q: 3 clusters Score -1541044 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1541253.625000 Penalty: 4737.481445
	Iteration 4Q: 3 clusters Score -1541254 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1541462.000000 Penalty: 4737.481445
	Iteration 5Q: 3 clusters Score -1541462 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1541673.000000 Penalty: 4737.481445
	Iteration 6Q: 3 clusters Score -1541673 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1541927.250000 Penalty: 4737.481445
	Iteration 7Q: 3 clusters Score -1541927 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1542258.875000 Penalty: 4737.481445
	Iteration 8Q: 3 clusters Score -1542259 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1542650.250000 Penalty: 4737.481445
	Iteration 9Q: 3 clusters Score -1542650 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1543074.000000 Penalty: 4737.481445
	Iteration 10Q: 3 clusters Score -1543074 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1543544.875000 Penalty: 4737.481445
	Iteration 11Q: 3 clusters Score -1543545 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1544046.375000 Penalty: 4737.481445
	Iteration 12Q: 3 clusters Score -1544046 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1544467.250000 Penalty: 4737.481445
	Iteration 13Q: 3 clusters Score -1544467 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1544800.375000 Penalty: 4737.481445
	Iteration 14Q: 3 clusters Score -1544800 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1545074.375000 Penalty: 4737.481445
	Iteration 15Q: 3 clusters Score -1545074 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1545236.875000 Penalty: 4737.481445
	Iteration 16Q: 3 clusters Score -1545237 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1545352.250000 Penalty: 4737.481445
	Iteration 17Q: 3 clusters Score -1545352 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1545451.125000 Penalty: 4737.481445
	Iteration 18Q: 3 clusters Score -1545451 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1545516.875000 Penalty: 4737.481445
	Iteration 19Q: 3 clusters Score -1545517 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1545567.375000 Penalty: 4737.481445
	Iteration 20F: 3 clusters Score -1545567 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1545603.500000 Penalty: 4737.481445
	Iteration 21Q: 3 clusters Score -1545604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1545625.875000 Penalty: 4737.481445
	Iteration 22Q: 3 clusters Score -1545626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1545636.250000 Penalty: 4737.481445
	Iteration 23Q: 3 clusters Score -1545636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1545646.875000 Penalty: 4737.481445
	Iteration 24Q: 3 clusters Score -1545647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1545655.375000 Penalty: 4737.481445
	Iteration 25Q: 3 clusters Score -1545655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1545661.750000 Penalty: 4737.481445
	Iteration 26Q: 3 clusters Score -1545662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1545669.000000 Penalty: 4737.481445
	Iteration 27Q: 3 clusters Score -1545669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1545676.500000 Penalty: 4737.481445
	Iteration 28Q: 3 clusters Score -1545676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1545682.750000 Penalty: 4737.481445
	Iteration 29Q: 3 clusters Score -1545683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1545691.625000 Penalty: 4737.481445
	Iteration 30Q: 3 clusters Score -1545692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1545694.000000 Penalty: 4737.481445
	Iteration 31Q: 3 clusters Score -1545694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1545697.000000 Penalty: 4737.481445
	Iteration 32Q: 3 clusters Score -1545697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1545698.000000 Penalty: 4737.481445
	Iteration 33Q: 3 clusters Score -1545698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1545702.125000 Penalty: 4737.481445
	Iteration 34Q: 3 clusters Score -1545702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1545703.125000 Penalty: 4737.481445
	Iteration 35Q: 3 clusters Score -1545703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1545705.375000 Penalty: 4737.481445
	Iteration 36Q: 3 clusters Score -1545705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1545707.000000 Penalty: 4737.481445
	Iteration 37Q: 3 clusters Score -1545707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1545710.500000 Penalty: 4737.481445
	Iteration 38Q: 3 clusters Score -1545710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1545711.750000 Penalty: 4737.481445
	Iteration 39Q: 3 clusters Score -1545712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1545711.750000 Penalty: 4737.481445
	Iteration 40F: 3 clusters Score -1545712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Entering Unmasked Estep 
Score: -541646.125000 Penalty: 2138.859131
	Iteration 0F: 2 clusters Score -541646.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -536759.312500 Penalty: 4277.718262
	Iteration 0F: 3 clusters Score -536759.3 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -538194.500000 Penalty: 4277.718262
	Iteration 1F: 3 clusters Score -538194.5 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -538814.625000 Penalty: 4277.718262
	Iteration 2F: 3 clusters Score -538814.6 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -539561.000000 Penalty: 4277.718262
	Iteration 3F: 3 clusters Score -539561 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -540224.062500 Penalty: 4277.718262
	Iteration 4F: 3 clusters Score -540224.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -540630.125000 Penalty: 4277.718262
	Iteration 5F: 3 clusters Score -540630.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -540853.125000 Penalty: 4277.718262
	Iteration 6F: 3 clusters Score -540853.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -540935.250000 Penalty: 4277.718262
	Iteration 7Q: 3 clusters Score -540935.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -540969.812500 Penalty: 4277.718262
	Iteration 8Q: 3 clusters Score -540969.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -540988.000000 Penalty: 4277.718262
	Iteration 9Q: 3 clusters Score -540988 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -541002.187500 Penalty: 4277.718262
	Iteration 10Q: 3 clusters Score -541002.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -541010.500000 Penalty: 4277.718262
	Iteration 11Q: 3 clusters Score -541010.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -541020.500000 Penalty: 4277.718262
	Iteration 12Q: 3 clusters Score -541020.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -541028.250000 Penalty: 4277.718262
	Iteration 13Q: 3 clusters Score -541028.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -541036.687500 Penalty: 4277.718262
	Iteration 14Q: 3 clusters Score -541036.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -541042.500000 Penalty: 4277.718262
	Iteration 15Q: 3 clusters Score -541042.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -541048.187500 Penalty: 4277.718262
	Iteration 16Q: 3 clusters Score -541048.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -541058.187500 Penalty: 4277.718262
	Iteration 17Q: 3 clusters Score -541058.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -541062.187500 Penalty: 4277.718262
	Iteration 18Q: 3 clusters Score -541062.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -541067.812500 Penalty: 4277.718262
	Iteration 19Q: 3 clusters Score -541067.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -541071.625000 Penalty: 4277.718262
	Iteration 20F: 3 clusters Score -541071.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -541073.312500 Penalty: 4277.718262
	Iteration 21Q: 3 clusters Score -541073.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -541074.187500 Penalty: 4277.718262
	Iteration 22Q: 3 clusters Score -541074.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -541073.500000 Penalty: 4277.718262
	Iteration 23Q: 3 clusters Score -541073.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -541073.500000 Penalty: 4277.718262
	Iteration 24F: 3 clusters Score -541073.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (18145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Entering Unmasked Estep 
Score: -1744841.750000 Penalty: 2431.925293
	Iteration 0F: 2 clusters Score -1744842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1732034.625000 Penalty: 4863.850586
	Iteration 0F: 3 clusters Score -1732035 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1736584.750000 Penalty: 4863.850586
	Iteration 1F: 3 clusters Score -1736585 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1737381.000000 Penalty: 4863.850586
	Iteration 2F: 3 clusters Score -1737381 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1738423.000000 Penalty: 4863.850586
	Iteration 3F: 3 clusters Score -1738423 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1739648.750000 Penalty: 4863.850586
	Iteration 4F: 3 clusters Score -1739649 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1740914.625000 Penalty: 4863.850586
	Iteration 5F: 3 clusters Score -1740915 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1741943.000000 Penalty: 4863.850586
	Iteration 6F: 3 clusters Score -1741943 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1742657.375000 Penalty: 4863.850586
	Iteration 7Q: 3 clusters Score -1742657 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1743100.375000 Penalty: 4863.850586
	Iteration 8Q: 3 clusters Score -1743100 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1743300.375000 Penalty: 4863.850586
	Iteration 9Q: 3 clusters Score -1743300 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1743393.000000 Penalty: 4863.850586
	Iteration 10Q: 3 clusters Score -1743393 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -1743451.250000 Penalty: 4863.850586
	Iteration 11Q: 3 clusters Score -1743451 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1743496.375000 Penalty: 4863.850586
	Iteration 12Q: 3 clusters Score -1743496 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1743521.500000 Penalty: 4863.850586
	Iteration 13Q: 3 clusters Score -1743522 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1743530.000000 Penalty: 4863.850586
	Iteration 14Q: 3 clusters Score -1743530 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1743545.000000 Penalty: 4863.850586
	Iteration 15Q: 3 clusters Score -1743545 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -1743561.875000 Penalty: 4863.850586
	Iteration 16Q: 3 clusters Score -1743562 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -1743572.000000 Penalty: 4863.850586
	Iteration 17Q: 3 clusters Score -1743572 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -1743582.125000 Penalty: 4863.850586
	Iteration 18Q: 3 clusters Score -1743582 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -1743594.500000 Penalty: 4863.850586
	Iteration 19Q: 3 clusters Score -1743594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -1743600.250000 Penalty: 4863.850586
	Iteration 20F: 3 clusters Score -1743600 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1743601.875000 Penalty: 4863.850586
	Iteration 21Q: 3 clusters Score -1743602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -1743611.875000 Penalty: 4863.850586
	Iteration 22Q: 3 clusters Score -1743612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -1743617.750000 Penalty: 4863.850586
	Iteration 23Q: 3 clusters Score -1743618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -1743618.125000 Penalty: 4863.850586
	Iteration 24Q: 3 clusters Score -1743618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -1743620.875000 Penalty: 4863.850586
	Iteration 25Q: 3 clusters Score -1743621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -1743623.375000 Penalty: 4863.850586
	Iteration 26Q: 3 clusters Score -1743623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -1743624.625000 Penalty: 4863.850586
	Iteration 27Q: 3 clusters Score -1743625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -1743625.625000 Penalty: 4863.850586
	Iteration 28Q: 3 clusters Score -1743626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -1743626.375000 Penalty: 4863.850586
	Iteration 29Q: 3 clusters Score -1743626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1743630.250000 Penalty: 4863.850586
	Iteration 30Q: 3 clusters Score -1743630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -1743629.000000 Penalty: 4863.850586
	Iteration 31Q: 3 clusters Score -1743629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -1743629.500000 Penalty: 4863.850586
	Iteration 32Q: 3 clusters Score -1743630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -1743628.250000 Penalty: 4863.850586
	Iteration 33Q: 3 clusters Score -1743628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1743628.500000 Penalty: 4863.850586
	Iteration 34Q: 3 clusters Score -1743628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1743628.500000 Penalty: 4863.850586
	Iteration 35F: 3 clusters Score -1743628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (16616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Entering Unmasked Estep 
Score: -1779771.625000 Penalty: 2410.094238
	Iteration 0F: 2 clusters Score -1779772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1767828.500000 Penalty: 4820.188477
	Iteration 0F: 3 clusters Score -1767828 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1772061.375000 Penalty: 4820.188477
	Iteration 1F: 3 clusters Score -1772061 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1772710.000000 Penalty: 4820.188477
	Iteration 2F: 3 clusters Score -1772710 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1773247.875000 Penalty: 4820.188477
	Iteration 3F: 3 clusters Score -1773248 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1773764.500000 Penalty: 4820.188477
	Iteration 4F: 3 clusters Score -1773764 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1774256.000000 Penalty: 4820.188477
	Iteration 5F: 3 clusters Score -1774256 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1774714.000000 Penalty: 4820.188477
	Iteration 6F: 3 clusters Score -1774714 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1775173.750000 Penalty: 4820.188477
	Iteration 7Q: 3 clusters Score -1775174 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1775597.500000 Penalty: 4820.188477
	Iteration 8Q: 3 clusters Score -1775598 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1775991.875000 Penalty: 4820.188477
	Iteration 9Q: 3 clusters Score -1775992 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1776271.625000 Penalty: 4820.188477
	Iteration 10Q: 3 clusters Score -1776272 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1776460.250000 Penalty: 4820.188477
	Iteration 11Q: 3 clusters Score -1776460 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1776613.000000 Penalty: 4820.188477
	Iteration 12Q: 3 clusters Score -1776613 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1776730.000000 Penalty: 4820.188477
	Iteration 13Q: 3 clusters Score -1776730 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1776824.875000 Penalty: 4820.188477
	Iteration 14Q: 3 clusters Score -1776825 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1776883.375000 Penalty: 4820.188477
	Iteration 15Q: 3 clusters Score -1776883 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1776930.000000 Penalty: 4820.188477
	Iteration 16Q: 3 clusters Score -1776930 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1776967.875000 Penalty: 4820.188477
	Iteration 17Q: 3 clusters Score -1776968 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1777011.500000 Penalty: 4820.188477
	Iteration 18Q: 3 clusters Score -1777012 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1777030.625000 Penalty: 4820.188477
	Iteration 19Q: 3 clusters Score -1777031 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1777065.625000 Penalty: 4820.188477
	Iteration 20F: 3 clusters Score -1777066 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1777086.625000 Penalty: 4820.188477
	Iteration 21Q: 3 clusters Score -1777087 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1777103.625000 Penalty: 4820.188477
	Iteration 22Q: 3 clusters Score -1777104 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1777126.875000 Penalty: 4820.188477
	Iteration 23Q: 3 clusters Score -1777127 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1777135.000000 Penalty: 4820.188477
	Iteration 24Q: 3 clusters Score -1777135 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1777155.250000 Penalty: 4820.188477
	Iteration 25Q: 3 clusters Score -1777155 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1777161.750000 Penalty: 4820.188477
	Iteration 26Q: 3 clusters Score -1777162 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1777172.875000 Penalty: 4820.188477
	Iteration 27Q: 3 clusters Score -1777173 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1777181.875000 Penalty: 4820.188477
	Iteration 28Q: 3 clusters Score -1777182 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1777198.750000 Penalty: 4820.188477
	Iteration 29Q: 3 clusters Score -1777199 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1777198.125000 Penalty: 4820.188477
	Iteration 30Q: 3 clusters Score -1777198 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1777199.875000 Penalty: 4820.188477
	Iteration 31Q: 3 clusters Score -1777200 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1777213.625000 Penalty: 4820.188477
	Iteration 32Q: 3 clusters Score -1777214 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1777211.625000 Penalty: 4820.188477
	Iteration 33Q: 3 clusters Score -1777212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1777214.250000 Penalty: 4820.188477
	Iteration 34Q: 3 clusters Score -1777214 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1777225.250000 Penalty: 4820.188477
	Iteration 35Q: 3 clusters Score -1777225 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1777229.250000 Penalty: 4820.188477
	Iteration 36Q: 3 clusters Score -1777229 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1777233.250000 Penalty: 4820.188477
	Iteration 37Q: 3 clusters Score -1777233 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1777240.375000 Penalty: 4820.188477
	Iteration 38Q: 3 clusters Score -1777240 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1777246.250000 Penalty: 4820.188477
	Iteration 39Q: 3 clusters Score -1777246 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1777252.625000 Penalty: 4820.188477
	Iteration 40F: 3 clusters Score -1777253 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1777250.000000 Penalty: 4820.188477
	Iteration 41Q: 3 clusters Score -1777250 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1777255.250000 Penalty: 4820.188477
	Iteration 42Q: 3 clusters Score -1777255 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1777263.500000 Penalty: 4820.188477
	Iteration 43Q: 3 clusters Score -1777264 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1777272.625000 Penalty: 4820.188477
	Iteration 44Q: 3 clusters Score -1777273 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1777282.750000 Penalty: 4820.188477
	Iteration 45Q: 3 clusters Score -1777283 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1777280.250000 Penalty: 4820.188477
	Iteration 46Q: 3 clusters Score -1777280 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1777289.500000 Penalty: 4820.188477
	Iteration 47Q: 3 clusters Score -1777290 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1777293.750000 Penalty: 4820.188477
	Iteration 48Q: 3 clusters Score -1777294 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1777293.875000 Penalty: 4820.188477
	Iteration 49Q: 3 clusters Score -1777294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1777298.750000 Penalty: 4820.188477
	Iteration 50Q: 3 clusters Score -1777299 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1777305.000000 Penalty: 4820.188477
	Iteration 51Q: 3 clusters Score -1777305 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1777306.375000 Penalty: 4820.188477
	Iteration 52Q: 3 clusters Score -1777306 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1777310.250000 Penalty: 4820.188477
	Iteration 53Q: 3 clusters Score -1777310 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1777318.250000 Penalty: 4820.188477
	Iteration 54Q: 3 clusters Score -1777318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1777322.125000 Penalty: 4820.188477
	Iteration 55Q: 3 clusters Score -1777322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1777325.750000 Penalty: 4820.188477
	Iteration 56Q: 3 clusters Score -1777326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1777330.875000 Penalty: 4820.188477
	Iteration 57Q: 3 clusters Score -1777331 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1777332.625000 Penalty: 4820.188477
	Iteration 58Q: 3 clusters Score -1777333 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1777338.750000 Penalty: 4820.188477
	Iteration 59Q: 3 clusters Score -1777339 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1777343.375000 Penalty: 4820.188477
	Iteration 60F: 3 clusters Score -1777343 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1777346.500000 Penalty: 4820.188477
	Iteration 61Q: 3 clusters Score -1777346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1777352.375000 Penalty: 4820.188477
	Iteration 62Q: 3 clusters Score -1777352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1777353.000000 Penalty: 4820.188477
	Iteration 63Q: 3 clusters Score -1777353 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1777359.125000 Penalty: 4820.188477
	Iteration 64Q: 3 clusters Score -1777359 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1777358.250000 Penalty: 4820.188477
	Iteration 65Q: 3 clusters Score -1777358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1777363.000000 Penalty: 4820.188477
	Iteration 66Q: 3 clusters Score -1777363 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1777371.250000 Penalty: 4820.188477
	Iteration 67Q: 3 clusters Score -1777371 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1777377.875000 Penalty: 4820.188477
	Iteration 68Q: 3 clusters Score -1777378 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1777382.500000 Penalty: 4820.188477
	Iteration 69Q: 3 clusters Score -1777382 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1777382.375000 Penalty: 4820.188477
	Iteration 70Q: 3 clusters Score -1777382 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1777389.000000 Penalty: 4820.188477
	Iteration 71Q: 3 clusters Score -1777389 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1777404.500000 Penalty: 4820.188477
	Iteration 72Q: 3 clusters Score -1777404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1777404.625000 Penalty: 4820.188477
	Iteration 73Q: 3 clusters Score -1777405 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1777404.500000 Penalty: 4820.188477
	Iteration 74Q: 3 clusters Score -1777404 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1777413.125000 Penalty: 4820.188477
	Iteration 75Q: 3 clusters Score -1777413 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1777422.875000 Penalty: 4820.188477
	Iteration 76Q: 3 clusters Score -1777423 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1777427.750000 Penalty: 4820.188477
	Iteration 77Q: 3 clusters Score -1777428 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1777438.750000 Penalty: 4820.188477
	Iteration 78Q: 3 clusters Score -1777439 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1777445.125000 Penalty: 4820.188477
	Iteration 79Q: 3 clusters Score -1777445 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1777445.125000 Penalty: 4820.188477
	Iteration 80F: 3 clusters Score -1777445 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1777452.500000 Penalty: 4820.188477
	Iteration 81Q: 3 clusters Score -1777452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1777456.375000 Penalty: 4820.188477
	Iteration 82Q: 3 clusters Score -1777456 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1777463.750000 Penalty: 4820.188477
	Iteration 83Q: 3 clusters Score -1777464 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1777467.500000 Penalty: 4820.188477
	Iteration 84Q: 3 clusters Score -1777468 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1777472.250000 Penalty: 4820.188477
	Iteration 85Q: 3 clusters Score -1777472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1777477.625000 Penalty: 4820.188477
	Iteration 86Q: 3 clusters Score -1777478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1777477.250000 Penalty: 4820.188477
	Iteration 87Q: 3 clusters Score -1777477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1777481.000000 Penalty: 4820.188477
	Iteration 88Q: 3 clusters Score -1777481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1777481.500000 Penalty: 4820.188477
	Iteration 89Q: 3 clusters Score -1777482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1777486.500000 Penalty: 4820.188477
	Iteration 90Q: 3 clusters Score -1777486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1777490.125000 Penalty: 4820.188477
	Iteration 91Q: 3 clusters Score -1777490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1777490.875000 Penalty: 4820.188477
	Iteration 92Q: 3 clusters Score -1777491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1777492.125000 Penalty: 4820.188477
	Iteration 93Q: 3 clusters Score -1777492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1777495.000000 Penalty: 4820.188477
	Iteration 94Q: 3 clusters Score -1777495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1777500.500000 Penalty: 4820.188477
	Iteration 95Q: 3 clusters Score -1777500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1777499.250000 Penalty: 4820.188477
	Iteration 96Q: 3 clusters Score -1777499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1777497.125000 Penalty: 4820.188477
	Iteration 97Q: 3 clusters Score -1777497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1777499.250000 Penalty: 4820.188477
	Iteration 98Q: 3 clusters Score -1777499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1777504.500000 Penalty: 4820.188477
	Iteration 99Q: 3 clusters Score -1777504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1777504.625000 Penalty: 4820.188477
	Iteration 100F: 3 clusters Score -1777505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1777504.000000 Penalty: 4820.188477
	Iteration 101Q: 3 clusters Score -1777504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1777507.375000 Penalty: 4820.188477
	Iteration 102Q: 3 clusters Score -1777507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1777509.875000 Penalty: 4820.188477
	Iteration 103Q: 3 clusters Score -1777510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1777509.375000 Penalty: 4820.188477
	Iteration 104Q: 3 clusters Score -1777509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1777506.625000 Penalty: 4820.188477
	Iteration 105Q: 3 clusters Score -1777507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1777514.000000 Penalty: 4820.188477
	Iteration 106Q: 3 clusters Score -1777514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1777514.125000 Penalty: 4820.188477
	Iteration 107Q: 3 clusters Score -1777514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1777516.375000 Penalty: 4820.188477
	Iteration 108Q: 3 clusters Score -1777516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1777514.500000 Penalty: 4820.188477
	Iteration 109Q: 3 clusters Score -1777514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1777518.125000 Penalty: 4820.188477
	Iteration 110Q: 3 clusters Score -1777518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1777519.250000 Penalty: 4820.188477
	Iteration 111Q: 3 clusters Score -1777519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1777519.500000 Penalty: 4820.188477
	Iteration 112Q: 3 clusters Score -1777520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1777517.750000 Penalty: 4820.188477
	Iteration 113Q: 3 clusters Score -1777518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1777515.500000 Penalty: 4820.188477
	Iteration 114Q: 3 clusters Score -1777516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1777518.750000 Penalty: 4820.188477
	Iteration 115Q: 3 clusters Score -1777519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1777518.750000 Penalty: 4820.188477
	Iteration 116F: 3 clusters Score -1777519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Entering Unmasked Estep 
Score: -1055079.375000 Penalty: 2294.272461
	Iteration 0F: 2 clusters Score -1055079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1047074.687500 Penalty: 4588.544922
	Iteration 0F: 3 clusters Score -1047075 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1049599.125000 Penalty: 4588.544922
	Iteration 1F: 3 clusters Score -1049599 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1050016.500000 Penalty: 4588.544922
	Iteration 2F: 3 clusters Score -1050016 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1050299.875000 Penalty: 4588.544922
	Iteration 3F: 3 clusters Score -1050300 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1050505.375000 Penalty: 4588.544922
	Iteration 4Q: 3 clusters Score -1050505 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1050682.500000 Penalty: 4588.544922
	Iteration 5Q: 3 clusters Score -1050682 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1050821.375000 Penalty: 4588.544922
	Iteration 6Q: 3 clusters Score -1050821 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1050934.500000 Penalty: 4588.544922
	Iteration 7Q: 3 clusters Score -1050934 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1051045.500000 Penalty: 4588.544922
	Iteration 8Q: 3 clusters Score -1051046 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1051157.625000 Penalty: 4588.544922
	Iteration 9Q: 3 clusters Score -1051158 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1051276.875000 Penalty: 4588.544922
	Iteration 10Q: 3 clusters Score -1051277 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1051415.625000 Penalty: 4588.544922
	Iteration 11Q: 3 clusters Score -1051416 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1051555.875000 Penalty: 4588.544922
	Iteration 12Q: 3 clusters Score -1051556 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1051686.250000 Penalty: 4588.544922
	Iteration 13Q: 3 clusters Score -1051686 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1051790.500000 Penalty: 4588.544922
	Iteration 14Q: 3 clusters Score -1051790 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1051907.125000 Penalty: 4588.544922
	Iteration 15Q: 3 clusters Score -1051907 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1052002.750000 Penalty: 4588.544922
	Iteration 16Q: 3 clusters Score -1052003 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1052094.375000 Penalty: 4588.544922
	Iteration 17Q: 3 clusters Score -1052094 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1052188.875000 Penalty: 4588.544922
	Iteration 18Q: 3 clusters Score -1052189 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1052290.625000 Penalty: 4588.544922
	Iteration 19Q: 3 clusters Score -1052291 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1052371.375000 Penalty: 4588.544922
	Iteration 20F: 3 clusters Score -1052371 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1052456.500000 Penalty: 4588.544922
	Iteration 21Q: 3 clusters Score -1052456 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1052550.625000 Penalty: 4588.544922
	Iteration 22Q: 3 clusters Score -1052551 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1052640.625000 Penalty: 4588.544922
	Iteration 23Q: 3 clusters Score -1052641 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1052743.250000 Penalty: 4588.544922
	Iteration 24Q: 3 clusters Score -1052743 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1052853.750000 Penalty: 4588.544922
	Iteration 25Q: 3 clusters Score -1052854 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1052941.750000 Penalty: 4588.544922
	Iteration 26Q: 3 clusters Score -1052942 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1053017.875000 Penalty: 4588.544922
	Iteration 27Q: 3 clusters Score -1053018 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1053072.375000 Penalty: 4588.544922
	Iteration 28Q: 3 clusters Score -1053072 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1053130.750000 Penalty: 4588.544922
	Iteration 29Q: 3 clusters Score -1053131 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1053182.125000 Penalty: 4588.544922
	Iteration 30Q: 3 clusters Score -1053182 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1053227.625000 Penalty: 4588.544922
	Iteration 31Q: 3 clusters Score -1053228 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1053276.000000 Penalty: 4588.544922
	Iteration 32Q: 3 clusters Score -1053276 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1053308.125000 Penalty: 4588.544922
	Iteration 33Q: 3 clusters Score -1053308 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1053331.000000 Penalty: 4588.544922
	Iteration 34Q: 3 clusters Score -1053331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1053341.875000 Penalty: 4588.544922
	Iteration 35Q: 3 clusters Score -1053342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1053349.000000 Penalty: 4588.544922
	Iteration 36Q: 3 clusters Score -1053349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1053359.375000 Penalty: 4588.544922
	Iteration 37Q: 3 clusters Score -1053359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1053366.500000 Penalty: 4588.544922
	Iteration 38Q: 3 clusters Score -1053366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1053373.875000 Penalty: 4588.544922
	Iteration 39Q: 3 clusters Score -1053374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1053380.500000 Penalty: 4588.544922
	Iteration 40F: 3 clusters Score -1053380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1053382.250000 Penalty: 4588.544922
	Iteration 41Q: 3 clusters Score -1053382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1053387.000000 Penalty: 4588.544922
	Iteration 42Q: 3 clusters Score -1053387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1053387.875000 Penalty: 4588.544922
	Iteration 43Q: 3 clusters Score -1053388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1053389.500000 Penalty: 4588.544922
	Iteration 44Q: 3 clusters Score -1053390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1053391.250000 Penalty: 4588.544922
	Iteration 45Q: 3 clusters Score -1053391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1053391.250000 Penalty: 4588.544922
	Iteration 46F: 3 clusters Score -1053391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Entering Unmasked Estep 
Score: -756395.625000 Penalty: 2192.822510
	Iteration 0F: 2 clusters Score -756395.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -750738.562500 Penalty: 4385.645020
	Iteration 0F: 3 clusters Score -750738.6 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -752186.500000 Penalty: 4385.645020
	Iteration 1F: 3 clusters Score -752186.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -752427.500000 Penalty: 4385.645020
	Iteration 2F: 3 clusters Score -752427.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -752577.500000 Penalty: 4385.645020
	Iteration 3Q: 3 clusters Score -752577.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -752697.062500 Penalty: 4385.645020
	Iteration 4Q: 3 clusters Score -752697.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -752819.812500 Penalty: 4385.645020
	Iteration 5Q: 3 clusters Score -752819.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -752970.437500 Penalty: 4385.645020
	Iteration 6Q: 3 clusters Score -752970.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -753167.687500 Penalty: 4385.645020
	Iteration 7Q: 3 clusters Score -753167.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -753399.125000 Penalty: 4385.645020
	Iteration 8Q: 3 clusters Score -753399.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -753635.125000 Penalty: 4385.645020
	Iteration 9Q: 3 clusters Score -753635.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -753869.875000 Penalty: 4385.645020
	Iteration 10Q: 3 clusters Score -753869.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -754040.250000 Penalty: 4385.645020
	Iteration 11Q: 3 clusters Score -754040.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -754191.062500 Penalty: 4385.645020
	Iteration 12Q: 3 clusters Score -754191.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -754337.187500 Penalty: 4385.645020
	Iteration 13Q: 3 clusters Score -754337.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -754468.000000 Penalty: 4385.645020
	Iteration 14Q: 3 clusters Score -754468 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -754585.625000 Penalty: 4385.645020
	Iteration 15Q: 3 clusters Score -754585.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -754679.500000 Penalty: 4385.645020
	Iteration 16Q: 3 clusters Score -754679.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -754753.312500 Penalty: 4385.645020
	Iteration 17Q: 3 clusters Score -754753.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -754827.062500 Penalty: 4385.645020
	Iteration 18Q: 3 clusters Score -754827.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -754910.500000 Penalty: 4385.645020
	Iteration 19Q: 3 clusters Score -754910.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -755012.687500 Penalty: 4385.645020
	Iteration 20F: 3 clusters Score -755012.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -755126.937500 Penalty: 4385.645020
	Iteration 21Q: 3 clusters Score -755126.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -755237.312500 Penalty: 4385.645020
	Iteration 22Q: 3 clusters Score -755237.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -755355.750000 Penalty: 4385.645020
	Iteration 23Q: 3 clusters Score -755355.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -755462.250000 Penalty: 4385.645020
	Iteration 24Q: 3 clusters Score -755462.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -755545.500000 Penalty: 4385.645020
	Iteration 25Q: 3 clusters Score -755545.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -755603.562500 Penalty: 4385.645020
	Iteration 26Q: 3 clusters Score -755603.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -755636.375000 Penalty: 4385.645020
	Iteration 27Q: 3 clusters Score -755636.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -755657.000000 Penalty: 4385.645020
	Iteration 28Q: 3 clusters Score -755657 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -755676.125000 Penalty: 4385.645020
	Iteration 29Q: 3 clusters Score -755676.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -755693.625000 Penalty: 4385.645020
	Iteration 30Q: 3 clusters Score -755693.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -755711.125000 Penalty: 4385.645020
	Iteration 31Q: 3 clusters Score -755711.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -755720.187500 Penalty: 4385.645020
	Iteration 32Q: 3 clusters Score -755720.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -755724.625000 Penalty: 4385.645020
	Iteration 33Q: 3 clusters Score -755724.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -755731.875000 Penalty: 4385.645020
	Iteration 34Q: 3 clusters Score -755731.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -755733.812500 Penalty: 4385.645020
	Iteration 35Q: 3 clusters Score -755733.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -755738.625000 Penalty: 4385.645020
	Iteration 36Q: 3 clusters Score -755738.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -755742.875000 Penalty: 4385.645020
	Iteration 37Q: 3 clusters Score -755742.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -755743.062500 Penalty: 4385.645020
	Iteration 38Q: 3 clusters Score -755743.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -755742.625000 Penalty: 4385.645020
	Iteration 39Q: 3 clusters Score -755742.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -755743.125000 Penalty: 4385.645020
	Iteration 40F: 3 clusters Score -755743.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Entering Unmasked Estep 
Score: -501934.718750 Penalty: 2094.532715
	Iteration 0F: 2 clusters Score -501934.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -497654.218750 Penalty: 4189.065430
	Iteration 0F: 3 clusters Score -497654.2 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -498622.218750 Penalty: 4189.065430
	Iteration 1F: 3 clusters Score -498622.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -498846.125000 Penalty: 4189.065430
	Iteration 2F: 3 clusters Score -498846.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -498992.156250 Penalty: 4189.065430
	Iteration 3F: 3 clusters Score -498992.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -499105.406250 Penalty: 4189.065430
	Iteration 4Q: 3 clusters Score -499105.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -499194.875000 Penalty: 4189.065430
	Iteration 5Q: 3 clusters Score -499194.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -499302.343750 Penalty: 4189.065430
	Iteration 6Q: 3 clusters Score -499302.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -499405.343750 Penalty: 4189.065430
	Iteration 7Q: 3 clusters Score -499405.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -499509.031250 Penalty: 4189.065430
	Iteration 8Q: 3 clusters Score -499509 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -499615.343750 Penalty: 4189.065430
	Iteration 9Q: 3 clusters Score -499615.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -499707.343750 Penalty: 4189.065430
	Iteration 10Q: 3 clusters Score -499707.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -499827.343750 Penalty: 4189.065430
	Iteration 11Q: 3 clusters Score -499827.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -499933.093750 Penalty: 4189.065430
	Iteration 12Q: 3 clusters Score -499933.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -500050.875000 Penalty: 4189.065430
	Iteration 13Q: 3 clusters Score -500050.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -500188.468750 Penalty: 4189.065430
	Iteration 14Q: 3 clusters Score -500188.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -500322.968750 Penalty: 4189.065430
	Iteration 15Q: 3 clusters Score -500323 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -500448.406250 Penalty: 4189.065430
	Iteration 16Q: 3 clusters Score -500448.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -500562.906250 Penalty: 4189.065430
	Iteration 17Q: 3 clusters Score -500562.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -500646.562500 Penalty: 4189.065430
	Iteration 18Q: 3 clusters Score -500646.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -500699.656250 Penalty: 4189.065430
	Iteration 19Q: 3 clusters Score -500699.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -500747.781250 Penalty: 4189.065430
	Iteration 20F: 3 clusters Score -500747.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -500802.781250 Penalty: 4189.065430
	Iteration 21Q: 3 clusters Score -500802.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -500839.843750 Penalty: 4189.065430
	Iteration 22Q: 3 clusters Score -500839.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -500868.906250 Penalty: 4189.065430
	Iteration 23Q: 3 clusters Score -500868.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -500896.062500 Penalty: 4189.065430
	Iteration 24Q: 3 clusters Score -500896.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -500919.500000 Penalty: 4189.065430
	Iteration 25Q: 3 clusters Score -500919.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -500949.156250 Penalty: 4189.065430
	Iteration 26Q: 3 clusters Score -500949.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -500974.343750 Penalty: 4189.065430
	Iteration 27Q: 3 clusters Score -500974.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -500997.937500 Penalty: 4189.065430
	Iteration 28Q: 3 clusters Score -500997.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -501008.937500 Penalty: 4189.065430
	Iteration 29Q: 3 clusters Score -501008.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -501015.093750 Penalty: 4189.065430
	Iteration 30Q: 3 clusters Score -501015.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -501018.406250 Penalty: 4189.065430
	Iteration 31Q: 3 clusters Score -501018.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -501021.687500 Penalty: 4189.065430
	Iteration 32Q: 3 clusters Score -501021.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -501022.031250 Penalty: 4189.065430
	Iteration 33Q: 3 clusters Score -501022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -501023.093750 Penalty: 4189.065430
	Iteration 34Q: 3 clusters Score -501023.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -501024.531250 Penalty: 4189.065430
	Iteration 35Q: 3 clusters Score -501024.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -501027.187500 Penalty: 4189.065430
	Iteration 36Q: 3 clusters Score -501027.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -501029.468750 Penalty: 4189.065430
	Iteration 37Q: 3 clusters Score -501029.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -501031.718750 Penalty: 4189.065430
	Iteration 38Q: 3 clusters Score -501031.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -501033.468750 Penalty: 4189.065430
	Iteration 39Q: 3 clusters Score -501033.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -501035.906250 Penalty: 4189.065430
	Iteration 40F: 3 clusters Score -501035.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -501043.062500 Penalty: 4189.065430
	Iteration 41Q: 3 clusters Score -501043.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -501047.218750 Penalty: 4189.065430
	Iteration 42Q: 3 clusters Score -501047.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -501048.125000 Penalty: 4189.065430
	Iteration 43Q: 3 clusters Score -501048.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -501050.625000 Penalty: 4189.065430
	Iteration 44Q: 3 clusters Score -501050.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -501052.187500 Penalty: 4189.065430
	Iteration 45Q: 3 clusters Score -501052.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -501052.187500 Penalty: 4189.065430
	Iteration 46F: 3 clusters Score -501052.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (12154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Entering Unmasked Estep 
Score: -1318729.875000 Penalty: 2332.542480
	Iteration 0F: 2 clusters Score -1318730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1309669.125000 Penalty: 4665.084961
	Iteration 0F: 3 clusters Score -1309669 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1312577.500000 Penalty: 4665.084961
	Iteration 1F: 3 clusters Score -1312578 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1312897.125000 Penalty: 4665.084961
	Iteration 2F: 3 clusters Score -1312897 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1313095.625000 Penalty: 4665.084961
	Iteration 3Q: 3 clusters Score -1313096 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1313239.625000 Penalty: 4665.084961
	Iteration 4Q: 3 clusters Score -1313240 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1313360.375000 Penalty: 4665.084961
	Iteration 5Q: 3 clusters Score -1313360 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1313470.625000 Penalty: 4665.084961
	Iteration 6Q: 3 clusters Score -1313471 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1313551.750000 Penalty: 4665.084961
	Iteration 7Q: 3 clusters Score -1313552 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1313636.375000 Penalty: 4665.084961
	Iteration 8Q: 3 clusters Score -1313636 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1313707.500000 Penalty: 4665.084961
	Iteration 9Q: 3 clusters Score -1313708 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1313784.875000 Penalty: 4665.084961
	Iteration 10Q: 3 clusters Score -1313785 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1313864.125000 Penalty: 4665.084961
	Iteration 11Q: 3 clusters Score -1313864 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1313918.875000 Penalty: 4665.084961
	Iteration 12Q: 3 clusters Score -1313919 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1313968.250000 Penalty: 4665.084961
	Iteration 13Q: 3 clusters Score -1313968 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1314029.500000 Penalty: 4665.084961
	Iteration 14Q: 3 clusters Score -1314030 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1314101.500000 Penalty: 4665.084961
	Iteration 15Q: 3 clusters Score -1314102 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1314186.250000 Penalty: 4665.084961
	Iteration 16Q: 3 clusters Score -1314186 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1314275.125000 Penalty: 4665.084961
	Iteration 17Q: 3 clusters Score -1314275 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1314383.000000 Penalty: 4665.084961
	Iteration 18Q: 3 clusters Score -1314383 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1314504.750000 Penalty: 4665.084961
	Iteration 19Q: 3 clusters Score -1314505 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1314640.500000 Penalty: 4665.084961
	Iteration 20F: 3 clusters Score -1314640 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1314766.125000 Penalty: 4665.084961
	Iteration 21Q: 3 clusters Score -1314766 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1314891.250000 Penalty: 4665.084961
	Iteration 22Q: 3 clusters Score -1314891 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1315020.250000 Penalty: 4665.084961
	Iteration 23Q: 3 clusters Score -1315020 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1315166.500000 Penalty: 4665.084961
	Iteration 24Q: 3 clusters Score -1315166 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1315286.375000 Penalty: 4665.084961
	Iteration 25Q: 3 clusters Score -1315286 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1315402.625000 Penalty: 4665.084961
	Iteration 26Q: 3 clusters Score -1315403 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1315499.125000 Penalty: 4665.084961
	Iteration 27Q: 3 clusters Score -1315499 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1315585.000000 Penalty: 4665.084961
	Iteration 28Q: 3 clusters Score -1315585 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1315675.250000 Penalty: 4665.084961
	Iteration 29Q: 3 clusters Score -1315675 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1315754.500000 Penalty: 4665.084961
	Iteration 30Q: 3 clusters Score -1315754 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1315831.625000 Penalty: 4665.084961
	Iteration 31Q: 3 clusters Score -1315832 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1315910.625000 Penalty: 4665.084961
	Iteration 32Q: 3 clusters Score -1315911 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1316006.625000 Penalty: 4665.084961
	Iteration 33Q: 3 clusters Score -1316007 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1316091.750000 Penalty: 4665.084961
	Iteration 34Q: 3 clusters Score -1316092 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1316185.750000 Penalty: 4665.084961
	Iteration 35Q: 3 clusters Score -1316186 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1316256.500000 Penalty: 4665.084961
	Iteration 36Q: 3 clusters Score -1316256 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1316322.125000 Penalty: 4665.084961
	Iteration 37Q: 3 clusters Score -1316322 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1316385.375000 Penalty: 4665.084961
	Iteration 38Q: 3 clusters Score -1316385 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1316442.125000 Penalty: 4665.084961
	Iteration 39Q: 3 clusters Score -1316442 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1316486.875000 Penalty: 4665.084961
	Iteration 40F: 3 clusters Score -1316487 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1316524.125000 Penalty: 4665.084961
	Iteration 41Q: 3 clusters Score -1316524 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1316561.500000 Penalty: 4665.084961
	Iteration 42Q: 3 clusters Score -1316562 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1316595.250000 Penalty: 4665.084961
	Iteration 43Q: 3 clusters Score -1316595 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1316622.125000 Penalty: 4665.084961
	Iteration 44Q: 3 clusters Score -1316622 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1316650.250000 Penalty: 4665.084961
	Iteration 45Q: 3 clusters Score -1316650 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1316671.500000 Penalty: 4665.084961
	Iteration 46Q: 3 clusters Score -1316672 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1316704.000000 Penalty: 4665.084961
	Iteration 47Q: 3 clusters Score -1316704 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1316725.750000 Penalty: 4665.084961
	Iteration 48Q: 3 clusters Score -1316726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1316743.875000 Penalty: 4665.084961
	Iteration 49Q: 3 clusters Score -1316744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1316751.250000 Penalty: 4665.084961
	Iteration 50Q: 3 clusters Score -1316751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1316763.000000 Penalty: 4665.084961
	Iteration 51Q: 3 clusters Score -1316763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1316767.500000 Penalty: 4665.084961
	Iteration 52Q: 3 clusters Score -1316768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1316773.250000 Penalty: 4665.084961
	Iteration 53Q: 3 clusters Score -1316773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1316778.125000 Penalty: 4665.084961
	Iteration 54Q: 3 clusters Score -1316778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1316784.125000 Penalty: 4665.084961
	Iteration 55Q: 3 clusters Score -1316784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1316785.250000 Penalty: 4665.084961
	Iteration 56Q: 3 clusters Score -1316785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1316787.000000 Penalty: 4665.084961
	Iteration 57Q: 3 clusters Score -1316787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1316788.125000 Penalty: 4665.084961
	Iteration 58Q: 3 clusters Score -1316788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1316791.250000 Penalty: 4665.084961
	Iteration 59Q: 3 clusters Score -1316791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1316793.750000 Penalty: 4665.084961
	Iteration 60F: 3 clusters Score -1316794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1316793.750000 Penalty: 4665.084961
	Iteration 61Q: 3 clusters Score -1316794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1316794.625000 Penalty: 4665.084961
	Iteration 62Q: 3 clusters Score -1316795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1316794.375000 Penalty: 4665.084961
	Iteration 63Q: 3 clusters Score -1316794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1316794.375000 Penalty: 4665.084961
	Iteration 64F: 3 clusters Score -1316794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (27675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Entering Unmasked Estep 
Score: -3032815.750000 Penalty: 2536.614746
	Iteration 0F: 2 clusters Score -3032816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -3013736.500000 Penalty: 5073.229492
	Iteration 0F: 3 clusters Score -3013736 nChanged 12418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -3020544.250000 Penalty: 5073.229492
	Iteration 1F: 3 clusters Score -3020544 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -3021109.250000 Penalty: 5073.229492
	Iteration 2F: 3 clusters Score -3021109 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -3021734.500000 Penalty: 5073.229492
	Iteration 3Q: 3 clusters Score -3021734 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -3022501.750000 Penalty: 5073.229492
	Iteration 4F: 3 clusters Score -3022502 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -3023562.500000 Penalty: 5073.229492
	Iteration 5F: 3 clusters Score -3023562 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -3025044.000000 Penalty: 5073.229492
	Iteration 6F: 3 clusters Score -3025044 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -3026663.750000 Penalty: 5073.229492
	Iteration 7F: 3 clusters Score -3026664 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -3028153.750000 Penalty: 5073.229492
	Iteration 8F: 3 clusters Score -3028154 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3029206.500000 Penalty: 5073.229492
	Iteration 9Q: 3 clusters Score -3029206 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3029872.750000 Penalty: 5073.229492
	Iteration 10Q: 3 clusters Score -3029873 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3030228.500000 Penalty: 5073.229492
	Iteration 11Q: 3 clusters Score -3030228 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3030452.500000 Penalty: 5073.229492
	Iteration 12Q: 3 clusters Score -3030452 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3030589.000000 Penalty: 5073.229492
	Iteration 13Q: 3 clusters Score -3030589 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3030676.000000 Penalty: 5073.229492
	Iteration 14Q: 3 clusters Score -3030676 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3030754.250000 Penalty: 5073.229492
	Iteration 15Q: 3 clusters Score -3030754 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3030813.750000 Penalty: 5073.229492
	Iteration 16Q: 3 clusters Score -3030814 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3030855.750000 Penalty: 5073.229492
	Iteration 17Q: 3 clusters Score -3030856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3030874.000000 Penalty: 5073.229492
	Iteration 18Q: 3 clusters Score -3030874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3030887.750000 Penalty: 5073.229492
	Iteration 19Q: 3 clusters Score -3030888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3030902.500000 Penalty: 5073.229492
	Iteration 20F: 3 clusters Score -3030902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3030908.500000 Penalty: 5073.229492
	Iteration 21Q: 3 clusters Score -3030908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3030914.000000 Penalty: 5073.229492
	Iteration 22Q: 3 clusters Score -3030914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3030915.250000 Penalty: 5073.229492
	Iteration 23Q: 3 clusters Score -3030915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3030916.000000 Penalty: 5073.229492
	Iteration 24Q: 3 clusters Score -3030916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3030916.500000 Penalty: 5073.229492
	Iteration 25Q: 3 clusters Score -3030916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3030918.750000 Penalty: 5073.229492
	Iteration 26Q: 3 clusters Score -3030919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3030918.750000 Penalty: 5073.229492
	Iteration 27F: 3 clusters Score -3030919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (20155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Entering Unmasked Estep 
Score: -2197438.750000 Penalty: 2457.979492
	Iteration 0F: 2 clusters Score -2197439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2183331.000000 Penalty: 4915.958984
	Iteration 0F: 3 clusters Score -2183331 nChanged 8837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2187996.000000 Penalty: 4915.958984
	Iteration 1F: 3 clusters Score -2187996 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2188430.250000 Penalty: 4915.958984
	Iteration 2F: 3 clusters Score -2188430 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2188840.500000 Penalty: 4915.958984
	Iteration 3Q: 3 clusters Score -2188840 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2189161.750000 Penalty: 4915.958984
	Iteration 4Q: 3 clusters Score -2189162 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -2189490.750000 Penalty: 4915.958984
	Iteration 5Q: 3 clusters Score -2189491 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2189822.500000 Penalty: 4915.958984
	Iteration 6Q: 3 clusters Score -2189822 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2190166.750000 Penalty: 4915.958984
	Iteration 7Q: 3 clusters Score -2190167 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2190526.500000 Penalty: 4915.958984
	Iteration 8Q: 3 clusters Score -2190526 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -2190943.250000 Penalty: 4915.958984
	Iteration 9Q: 3 clusters Score -2190943 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2191447.750000 Penalty: 4915.958984
	Iteration 10Q: 3 clusters Score -2191448 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -2191976.250000 Penalty: 4915.958984
	Iteration 11Q: 3 clusters Score -2191976 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2192456.000000 Penalty: 4915.958984
	Iteration 12Q: 3 clusters Score -2192456 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2192931.500000 Penalty: 4915.958984
	Iteration 13Q: 3 clusters Score -2192932 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2193371.000000 Penalty: 4915.958984
	Iteration 14Q: 3 clusters Score -2193371 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2193779.250000 Penalty: 4915.958984
	Iteration 15Q: 3 clusters Score -2193779 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2194126.750000 Penalty: 4915.958984
	Iteration 16Q: 3 clusters Score -2194127 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2194420.500000 Penalty: 4915.958984
	Iteration 17Q: 3 clusters Score -2194420 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -2194665.750000 Penalty: 4915.958984
	Iteration 18Q: 3 clusters Score -2194666 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2194838.000000 Penalty: 4915.958984
	Iteration 19Q: 3 clusters Score -2194838 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2194965.750000 Penalty: 4915.958984
	Iteration 20F: 3 clusters Score -2194966 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -2195063.750000 Penalty: 4915.958984
	Iteration 21Q: 3 clusters Score -2195064 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -2195152.750000 Penalty: 4915.958984
	Iteration 22Q: 3 clusters Score -2195153 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2195220.500000 Penalty: 4915.958984
	Iteration 23Q: 3 clusters Score -2195220 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2195259.250000 Penalty: 4915.958984
	Iteration 24Q: 3 clusters Score -2195259 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -2195289.500000 Penalty: 4915.958984
	Iteration 25Q: 3 clusters Score -2195290 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2195310.750000 Penalty: 4915.958984
	Iteration 26Q: 3 clusters Score -2195311 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2195322.000000 Penalty: 4915.958984
	Iteration 27Q: 3 clusters Score -2195322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2195344.750000 Penalty: 4915.958984
	Iteration 28Q: 3 clusters Score -2195345 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -2195359.000000 Penalty: 4915.958984
	Iteration 29Q: 3 clusters Score -2195359 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2195374.500000 Penalty: 4915.958984
	Iteration 30Q: 3 clusters Score -2195374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2195385.750000 Penalty: 4915.958984
	Iteration 31Q: 3 clusters Score -2195386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -2195390.250000 Penalty: 4915.958984
	Iteration 32Q: 3 clusters Score -2195390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2195393.750000 Penalty: 4915.958984
	Iteration 33Q: 3 clusters Score -2195394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -2195397.500000 Penalty: 4915.958984
	Iteration 34Q: 3 clusters Score -2195398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -2195399.000000 Penalty: 4915.958984
	Iteration 35Q: 3 clusters Score -2195399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -2195397.500000 Penalty: 4915.958984
	Iteration 36Q: 3 clusters Score -2195398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -2195397.000000 Penalty: 4915.958984
	Iteration 37Q: 3 clusters Score -2195397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -2195401.250000 Penalty: 4915.958984
	Iteration 38Q: 3 clusters Score -2195401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -2195407.250000 Penalty: 4915.958984
	Iteration 39Q: 3 clusters Score -2195407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -2195407.000000 Penalty: 4915.958984
	Iteration 40F: 3 clusters Score -2195407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -2195411.250000 Penalty: 4915.958984
	Iteration 41Q: 3 clusters Score -2195411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -2195413.500000 Penalty: 4915.958984
	Iteration 42Q: 3 clusters Score -2195414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2195416.750000 Penalty: 4915.958984
	Iteration 43Q: 3 clusters Score -2195417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -2195419.750000 Penalty: 4915.958984
	Iteration 44Q: 3 clusters Score -2195420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -2195427.500000 Penalty: 4915.958984
	Iteration 45Q: 3 clusters Score -2195428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2195431.000000 Penalty: 4915.958984
	Iteration 46Q: 3 clusters Score -2195431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -2195437.000000 Penalty: 4915.958984
	Iteration 47Q: 3 clusters Score -2195437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2195447.250000 Penalty: 4915.958984
	Iteration 48Q: 3 clusters Score -2195447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -2195447.250000 Penalty: 4915.958984
	Iteration 49Q: 3 clusters Score -2195447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -2195449.000000 Penalty: 4915.958984
	Iteration 50Q: 3 clusters Score -2195449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -2195449.000000 Penalty: 4915.958984
	Iteration 51F: 3 clusters Score -2195449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Entering Unmasked Estep 
Score: -244680.875000 Penalty: 1908.209351
	Iteration 0F: 2 clusters Score -244680.9 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 1082 members 
Entering Unmasked Estep 
Score: -241926.640625 Penalty: 3816.418701
	Iteration 0F: 3 clusters Score -241926.6 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -242386.375000 Penalty: 3816.418701
	Iteration 1F: 3 clusters Score -242386.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -242505.468750 Penalty: 3816.418701
	Iteration 2F: 3 clusters Score -242505.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -242585.953125 Penalty: 3816.418701
	Iteration 3Q: 3 clusters Score -242586 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -242639.531250 Penalty: 3816.418701
	Iteration 4Q: 3 clusters Score -242639.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -242672.156250 Penalty: 3816.418701
	Iteration 5Q: 3 clusters Score -242672.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -242686.968750 Penalty: 3816.418701
	Iteration 6Q: 3 clusters Score -242687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -242699.156250 Penalty: 3816.418701
	Iteration 7Q: 3 clusters Score -242699.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -242706.562500 Penalty: 3816.418701
	Iteration 8Q: 3 clusters Score -242706.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -242717.031250 Penalty: 3816.418701
	Iteration 9Q: 3 clusters Score -242717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -242722.156250 Penalty: 3816.418701
	Iteration 10Q: 3 clusters Score -242722.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -242727.078125 Penalty: 3816.418701
	Iteration 11Q: 3 clusters Score -242727.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -242732.828125 Penalty: 3816.418701
	Iteration 12Q: 3 clusters Score -242732.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -242737.203125 Penalty: 3816.418701
	Iteration 13Q: 3 clusters Score -242737.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -242741.828125 Penalty: 3816.418701
	Iteration 14Q: 3 clusters Score -242741.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -242746.656250 Penalty: 3816.418701
	Iteration 15Q: 3 clusters Score -242746.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -242749.843750 Penalty: 3816.418701
	Iteration 16Q: 3 clusters Score -242749.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -242752.515625 Penalty: 3816.418701
	Iteration 17Q: 3 clusters Score -242752.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -242755.375000 Penalty: 3816.418701
	Iteration 18Q: 3 clusters Score -242755.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -242758.437500 Penalty: 3816.418701
	Iteration 19Q: 3 clusters Score -242758.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -242759.812500 Penalty: 3816.418701
	Iteration 20F: 3 clusters Score -242759.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -242760.375000 Penalty: 3816.418701
	Iteration 21Q: 3 clusters Score -242760.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -242760.375000 Penalty: 3816.418701
	Iteration 22F: 3 clusters Score -242760.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Entering Unmasked Estep 
Score: -956942.812500 Penalty: 2254.230957
	Iteration 0F: 2 clusters Score -956942.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -950079.062500 Penalty: 4508.461914
	Iteration 0F: 3 clusters Score -950079.1 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -952039.562500 Penalty: 4508.461914
	Iteration 1F: 3 clusters Score -952039.6 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -952295.312500 Penalty: 4508.461914
	Iteration 2F: 3 clusters Score -952295.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -952527.500000 Penalty: 4508.461914
	Iteration 3Q: 3 clusters Score -952527.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -952754.562500 Penalty: 4508.461914
	Iteration 4Q: 3 clusters Score -952754.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -952977.625000 Penalty: 4508.461914
	Iteration 5Q: 3 clusters Score -952977.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -953158.750000 Penalty: 4508.461914
	Iteration 6Q: 3 clusters Score -953158.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -953340.437500 Penalty: 4508.461914
	Iteration 7Q: 3 clusters Score -953340.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -953526.625000 Penalty: 4508.461914
	Iteration 8Q: 3 clusters Score -953526.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -953705.125000 Penalty: 4508.461914
	Iteration 9Q: 3 clusters Score -953705.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -953871.687500 Penalty: 4508.461914
	Iteration 10Q: 3 clusters Score -953871.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -954040.125000 Penalty: 4508.461914
	Iteration 11Q: 3 clusters Score -954040.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -954232.937500 Penalty: 4508.461914
	Iteration 12Q: 3 clusters Score -954232.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -954421.250000 Penalty: 4508.461914
	Iteration 13Q: 3 clusters Score -954421.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -954622.250000 Penalty: 4508.461914
	Iteration 14Q: 3 clusters Score -954622.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -954804.937500 Penalty: 4508.461914
	Iteration 15Q: 3 clusters Score -954804.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -954954.250000 Penalty: 4508.461914
	Iteration 16Q: 3 clusters Score -954954.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -955059.062500 Penalty: 4508.461914
	Iteration 17Q: 3 clusters Score -955059.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -955162.437500 Penalty: 4508.461914
	Iteration 18Q: 3 clusters Score -955162.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -955240.062500 Penalty: 4508.461914
	Iteration 19Q: 3 clusters Score -955240.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -955297.125000 Penalty: 4508.461914
	Iteration 20F: 3 clusters Score -955297.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -955342.437500 Penalty: 4508.461914
	Iteration 21Q: 3 clusters Score -955342.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -955373.250000 Penalty: 4508.461914
	Iteration 22Q: 3 clusters Score -955373.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -955394.250000 Penalty: 4508.461914
	Iteration 23Q: 3 clusters Score -955394.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -955405.625000 Penalty: 4508.461914
	Iteration 24Q: 3 clusters Score -955405.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -955415.937500 Penalty: 4508.461914
	Iteration 25Q: 3 clusters Score -955415.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -955425.437500 Penalty: 4508.461914
	Iteration 26Q: 3 clusters Score -955425.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -955433.312500 Penalty: 4508.461914
	Iteration 27Q: 3 clusters Score -955433.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -955436.875000 Penalty: 4508.461914
	Iteration 28Q: 3 clusters Score -955436.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -955440.625000 Penalty: 4508.461914
	Iteration 29Q: 3 clusters Score -955440.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -955444.625000 Penalty: 4508.461914
	Iteration 30Q: 3 clusters Score -955444.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -955449.250000 Penalty: 4508.461914
	Iteration 31Q: 3 clusters Score -955449.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -955457.187500 Penalty: 4508.461914
	Iteration 32Q: 3 clusters Score -955457.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -955461.562500 Penalty: 4508.461914
	Iteration 33Q: 3 clusters Score -955461.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -955466.937500 Penalty: 4508.461914
	Iteration 34Q: 3 clusters Score -955466.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -955472.937500 Penalty: 4508.461914
	Iteration 35Q: 3 clusters Score -955472.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -955478.250000 Penalty: 4508.461914
	Iteration 36Q: 3 clusters Score -955478.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -955480.375000 Penalty: 4508.461914
	Iteration 37Q: 3 clusters Score -955480.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -955481.375000 Penalty: 4508.461914
	Iteration 38Q: 3 clusters Score -955481.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -955481.875000 Penalty: 4508.461914
	Iteration 39Q: 3 clusters Score -955481.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -955482.562500 Penalty: 4508.461914
	Iteration 40F: 3 clusters Score -955482.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -955486.687500 Penalty: 4508.461914
	Iteration 41Q: 3 clusters Score -955486.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -955490.000000 Penalty: 4508.461914
	Iteration 42Q: 3 clusters Score -955490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -955491.375000 Penalty: 4508.461914
	Iteration 43Q: 3 clusters Score -955491.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -955492.875000 Penalty: 4508.461914
	Iteration 44Q: 3 clusters Score -955492.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -955493.000000 Penalty: 4508.461914
	Iteration 45Q: 3 clusters Score -955493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -955494.187500 Penalty: 4508.461914
	Iteration 46Q: 3 clusters Score -955494.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -955493.000000 Penalty: 4508.461914
	Iteration 47Q: 3 clusters Score -955493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -955492.062500 Penalty: 4508.461914
	Iteration 48Q: 3 clusters Score -955492.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -955496.187500 Penalty: 4508.461914
	Iteration 49Q: 3 clusters Score -955496.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -955495.937500 Penalty: 4508.461914
	Iteration 50Q: 3 clusters Score -955495.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -955496.750000 Penalty: 4508.461914
	Iteration 51Q: 3 clusters Score -955496.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -955498.312500 Penalty: 4508.461914
	Iteration 52Q: 3 clusters Score -955498.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -955496.875000 Penalty: 4508.461914
	Iteration 53Q: 3 clusters Score -955496.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -955498.125000 Penalty: 4508.461914
	Iteration 54Q: 3 clusters Score -955498.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -955498.750000 Penalty: 4508.461914
	Iteration 55Q: 3 clusters Score -955498.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -955498.750000 Penalty: 4508.461914
	Iteration 56F: 3 clusters Score -955498.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Entering Unmasked Estep 
Score: -357120.718750 Penalty: 2014.053467
	Iteration 0F: 2 clusters Score -357120.7 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 1631 members 
Entering Unmasked Estep 
Score: -353650.468750 Penalty: 4028.106934
	Iteration 0F: 3 clusters Score -353650.5 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -354431.562500 Penalty: 4028.106934
	Iteration 1F: 3 clusters Score -354431.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -354651.218750 Penalty: 4028.106934
	Iteration 2F: 3 clusters Score -354651.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -354813.531250 Penalty: 4028.106934
	Iteration 3F: 3 clusters Score -354813.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -354957.187500 Penalty: 4028.106934
	Iteration 4Q: 3 clusters Score -354957.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -355072.843750 Penalty: 4028.106934
	Iteration 5Q: 3 clusters Score -355072.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -355184.843750 Penalty: 4028.106934
	Iteration 6Q: 3 clusters Score -355184.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -355303.531250 Penalty: 4028.106934
	Iteration 7Q: 3 clusters Score -355303.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -355400.750000 Penalty: 4028.106934
	Iteration 8Q: 3 clusters Score -355400.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -355465.437500 Penalty: 4028.106934
	Iteration 9Q: 3 clusters Score -355465.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -355508.125000 Penalty: 4028.106934
	Iteration 10Q: 3 clusters Score -355508.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -355549.656250 Penalty: 4028.106934
	Iteration 11Q: 3 clusters Score -355549.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -355583.312500 Penalty: 4028.106934
	Iteration 12Q: 3 clusters Score -355583.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -355611.531250 Penalty: 4028.106934
	Iteration 13Q: 3 clusters Score -355611.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -355638.062500 Penalty: 4028.106934
	Iteration 14Q: 3 clusters Score -355638.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -355657.000000 Penalty: 4028.106934
	Iteration 15Q: 3 clusters Score -355657 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -355672.406250 Penalty: 4028.106934
	Iteration 16Q: 3 clusters Score -355672.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -355685.562500 Penalty: 4028.106934
	Iteration 17Q: 3 clusters Score -355685.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -355699.468750 Penalty: 4028.106934
	Iteration 18Q: 3 clusters Score -355699.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -355707.875000 Penalty: 4028.106934
	Iteration 19Q: 3 clusters Score -355707.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -355711.218750 Penalty: 4028.106934
	Iteration 20F: 3 clusters Score -355711.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -355719.781250 Penalty: 4028.106934
	Iteration 21Q: 3 clusters Score -355719.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -355725.843750 Penalty: 4028.106934
	Iteration 22Q: 3 clusters Score -355725.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -355730.968750 Penalty: 4028.106934
	Iteration 23Q: 3 clusters Score -355731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -355735.750000 Penalty: 4028.106934
	Iteration 24Q: 3 clusters Score -355735.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -355743.093750 Penalty: 4028.106934
	Iteration 25Q: 3 clusters Score -355743.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -355746.718750 Penalty: 4028.106934
	Iteration 26Q: 3 clusters Score -355746.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -355750.843750 Penalty: 4028.106934
	Iteration 27Q: 3 clusters Score -355750.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -355751.343750 Penalty: 4028.106934
	Iteration 28Q: 3 clusters Score -355751.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -355751.343750 Penalty: 4028.106934
	Iteration 29F: 3 clusters Score -355751.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Entering Unmasked Estep 
Score: -1631147.375000 Penalty: 2412.056396
	Iteration 0F: 2 clusters Score -1631147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1619158.250000 Penalty: 4824.112793
	Iteration 0F: 3 clusters Score -1619158 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1623225.125000 Penalty: 4824.112793
	Iteration 1F: 3 clusters Score -1623225 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1623781.500000 Penalty: 4824.112793
	Iteration 2F: 3 clusters Score -1623782 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1624318.000000 Penalty: 4824.112793
	Iteration 3F: 3 clusters Score -1624318 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1624880.375000 Penalty: 4824.112793
	Iteration 4F: 3 clusters Score -1624880 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1625504.375000 Penalty: 4824.112793
	Iteration 5F: 3 clusters Score -1625504 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1626195.625000 Penalty: 4824.112793
	Iteration 6F: 3 clusters Score -1626196 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1626865.875000 Penalty: 4824.112793
	Iteration 7F: 3 clusters Score -1626866 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1627438.500000 Penalty: 4824.112793
	Iteration 8Q: 3 clusters Score -1627438 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1627936.750000 Penalty: 4824.112793
	Iteration 9Q: 3 clusters Score -1627937 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1628283.625000 Penalty: 4824.112793
	Iteration 10Q: 3 clusters Score -1628284 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1628535.250000 Penalty: 4824.112793
	Iteration 11Q: 3 clusters Score -1628535 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1628727.125000 Penalty: 4824.112793
	Iteration 12Q: 3 clusters Score -1628727 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1628869.000000 Penalty: 4824.112793
	Iteration 13Q: 3 clusters Score -1628869 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1628987.250000 Penalty: 4824.112793
	Iteration 14Q: 3 clusters Score -1628987 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1629054.250000 Penalty: 4824.112793
	Iteration 15Q: 3 clusters Score -1629054 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1629110.250000 Penalty: 4824.112793
	Iteration 16Q: 3 clusters Score -1629110 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1629155.000000 Penalty: 4824.112793
	Iteration 17Q: 3 clusters Score -1629155 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1629182.250000 Penalty: 4824.112793
	Iteration 18Q: 3 clusters Score -1629182 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1629204.000000 Penalty: 4824.112793
	Iteration 19Q: 3 clusters Score -1629204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1629220.875000 Penalty: 4824.112793
	Iteration 20F: 3 clusters Score -1629221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1629229.375000 Penalty: 4824.112793
	Iteration 21Q: 3 clusters Score -1629229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1629239.875000 Penalty: 4824.112793
	Iteration 22Q: 3 clusters Score -1629240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1629248.000000 Penalty: 4824.112793
	Iteration 23Q: 3 clusters Score -1629248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1629255.750000 Penalty: 4824.112793
	Iteration 24Q: 3 clusters Score -1629256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1629256.500000 Penalty: 4824.112793
	Iteration 25Q: 3 clusters Score -1629256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1629257.125000 Penalty: 4824.112793
	Iteration 26Q: 3 clusters Score -1629257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1629258.750000 Penalty: 4824.112793
	Iteration 27Q: 3 clusters Score -1629259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1629258.750000 Penalty: 4824.112793
	Iteration 28F: 3 clusters Score -1629259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -20697.304688 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -20697.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19473.050781 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -19473.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19576.285156 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -19576.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19596.355469 Penalty: 2822.418457
	Iteration 2Q: 3 clusters Score -19596.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -19600.546875 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -19600.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -19600.546875 Penalty: 2822.418457
	Iteration 4F: 3 clusters Score -19600.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (3639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Entering Unmasked Estep 
Score: -394426.687500 Penalty: 2033.467041
	Iteration 0F: 2 clusters Score -394426.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -390781.187500 Penalty: 4066.934082
	Iteration 0F: 3 clusters Score -390781.2 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -391534.281250 Penalty: 4066.934082
	Iteration 1F: 3 clusters Score -391534.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -391687.468750 Penalty: 4066.934082
	Iteration 2F: 3 clusters Score -391687.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -391798.000000 Penalty: 4066.934082
	Iteration 3Q: 3 clusters Score -391798 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -391863.187500 Penalty: 4066.934082
	Iteration 4Q: 3 clusters Score -391863.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -391919.343750 Penalty: 4066.934082
	Iteration 5Q: 3 clusters Score -391919.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -391959.937500 Penalty: 4066.934082
	Iteration 6Q: 3 clusters Score -391959.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -391990.750000 Penalty: 4066.934082
	Iteration 7Q: 3 clusters Score -391990.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -392016.531250 Penalty: 4066.934082
	Iteration 8Q: 3 clusters Score -392016.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -392034.843750 Penalty: 4066.934082
	Iteration 9Q: 3 clusters Score -392034.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -392052.343750 Penalty: 4066.934082
	Iteration 10Q: 3 clusters Score -392052.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -392077.062500 Penalty: 4066.934082
	Iteration 11Q: 3 clusters Score -392077.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -392101.375000 Penalty: 4066.934082
	Iteration 12Q: 3 clusters Score -392101.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -392120.343750 Penalty: 4066.934082
	Iteration 13Q: 3 clusters Score -392120.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -392144.375000 Penalty: 4066.934082
	Iteration 14Q: 3 clusters Score -392144.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -392164.000000 Penalty: 4066.934082
	Iteration 15Q: 3 clusters Score -392164 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -392179.281250 Penalty: 4066.934082
	Iteration 16Q: 3 clusters Score -392179.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -392194.843750 Penalty: 4066.934082
	Iteration 17Q: 3 clusters Score -392194.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -392208.625000 Penalty: 4066.934082
	Iteration 18Q: 3 clusters Score -392208.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -392222.218750 Penalty: 4066.934082
	Iteration 19Q: 3 clusters Score -392222.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -392241.750000 Penalty: 4066.934082
	Iteration 20F: 3 clusters Score -392241.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -392261.281250 Penalty: 4066.934082
	Iteration 21Q: 3 clusters Score -392261.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -392280.250000 Penalty: 4066.934082
	Iteration 22Q: 3 clusters Score -392280.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -392301.812500 Penalty: 4066.934082
	Iteration 23Q: 3 clusters Score -392301.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -392324.062500 Penalty: 4066.934082
	Iteration 24Q: 3 clusters Score -392324.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -392342.437500 Penalty: 4066.934082
	Iteration 25Q: 3 clusters Score -392342.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -392360.375000 Penalty: 4066.934082
	Iteration 26Q: 3 clusters Score -392360.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -392379.843750 Penalty: 4066.934082
	Iteration 27Q: 3 clusters Score -392379.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -392398.656250 Penalty: 4066.934082
	Iteration 28Q: 3 clusters Score -392398.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -392416.125000 Penalty: 4066.934082
	Iteration 29Q: 3 clusters Score -392416.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -392437.187500 Penalty: 4066.934082
	Iteration 30Q: 3 clusters Score -392437.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -392449.593750 Penalty: 4066.934082
	Iteration 31Q: 3 clusters Score -392449.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -392458.187500 Penalty: 4066.934082
	Iteration 32Q: 3 clusters Score -392458.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -392467.062500 Penalty: 4066.934082
	Iteration 33Q: 3 clusters Score -392467.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -392482.031250 Penalty: 4066.934082
	Iteration 34Q: 3 clusters Score -392482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -392496.968750 Penalty: 4066.934082
	Iteration 35Q: 3 clusters Score -392497 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -392511.593750 Penalty: 4066.934082
	Iteration 36Q: 3 clusters Score -392511.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -392521.312500 Penalty: 4066.934082
	Iteration 37Q: 3 clusters Score -392521.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -392536.656250 Penalty: 4066.934082
	Iteration 38Q: 3 clusters Score -392536.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -392553.125000 Penalty: 4066.934082
	Iteration 39Q: 3 clusters Score -392553.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -392563.906250 Penalty: 4066.934082
	Iteration 40F: 3 clusters Score -392563.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -392575.375000 Penalty: 4066.934082
	Iteration 41Q: 3 clusters Score -392575.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -392582.031250 Penalty: 4066.934082
	Iteration 42Q: 3 clusters Score -392582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -392586.625000 Penalty: 4066.934082
	Iteration 43Q: 3 clusters Score -392586.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -392588.156250 Penalty: 4066.934082
	Iteration 44Q: 3 clusters Score -392588.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -392591.125000 Penalty: 4066.934082
	Iteration 45Q: 3 clusters Score -392591.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -392593.000000 Penalty: 4066.934082
	Iteration 46Q: 3 clusters Score -392593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -392595.375000 Penalty: 4066.934082
	Iteration 47Q: 3 clusters Score -392595.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -392600.937500 Penalty: 4066.934082
	Iteration 48Q: 3 clusters Score -392600.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -392603.125000 Penalty: 4066.934082
	Iteration 49Q: 3 clusters Score -392603.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -392604.062500 Penalty: 4066.934082
	Iteration 50Q: 3 clusters Score -392604.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -392604.062500 Penalty: 4066.934082
	Iteration 51F: 3 clusters Score -392604.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (7410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Entering Unmasked Estep 
Score: -795654.687500 Penalty: 2209.825195
	Iteration 0F: 2 clusters Score -795654.7 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 3685 members 
Entering Unmasked Estep 
Score: -789757.000000 Penalty: 4419.650391
	Iteration 0F: 3 clusters Score -789757 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -791284.187500 Penalty: 4419.650391
	Iteration 1F: 3 clusters Score -791284.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -791589.375000 Penalty: 4419.650391
	Iteration 2F: 3 clusters Score -791589.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -791863.875000 Penalty: 4419.650391
	Iteration 3F: 3 clusters Score -791863.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -792128.937500 Penalty: 4419.650391
	Iteration 4F: 3 clusters Score -792128.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -792375.625000 Penalty: 4419.650391
	Iteration 5F: 3 clusters Score -792375.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -792599.375000 Penalty: 4419.650391
	Iteration 6Q: 3 clusters Score -792599.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -792808.812500 Penalty: 4419.650391
	Iteration 7Q: 3 clusters Score -792808.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -793023.125000 Penalty: 4419.650391
	Iteration 8Q: 3 clusters Score -793023.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -793220.750000 Penalty: 4419.650391
	Iteration 9Q: 3 clusters Score -793220.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -793418.187500 Penalty: 4419.650391
	Iteration 10Q: 3 clusters Score -793418.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -793575.687500 Penalty: 4419.650391
	Iteration 11Q: 3 clusters Score -793575.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -793700.062500 Penalty: 4419.650391
	Iteration 12Q: 3 clusters Score -793700.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -793787.062500 Penalty: 4419.650391
	Iteration 13Q: 3 clusters Score -793787.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -793845.562500 Penalty: 4419.650391
	Iteration 14Q: 3 clusters Score -793845.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -793887.187500 Penalty: 4419.650391
	Iteration 15Q: 3 clusters Score -793887.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -793924.875000 Penalty: 4419.650391
	Iteration 16Q: 3 clusters Score -793924.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -793958.437500 Penalty: 4419.650391
	Iteration 17Q: 3 clusters Score -793958.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -793989.437500 Penalty: 4419.650391
	Iteration 18Q: 3 clusters Score -793989.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -794014.062500 Penalty: 4419.650391
	Iteration 19Q: 3 clusters Score -794014.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -794035.000000 Penalty: 4419.650391
	Iteration 20F: 3 clusters Score -794035 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -794056.250000 Penalty: 4419.650391
	Iteration 21Q: 3 clusters Score -794056.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -794074.687500 Penalty: 4419.650391
	Iteration 22Q: 3 clusters Score -794074.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -794095.125000 Penalty: 4419.650391
	Iteration 23Q: 3 clusters Score -794095.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -794109.750000 Penalty: 4419.650391
	Iteration 24Q: 3 clusters Score -794109.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -794129.812500 Penalty: 4419.650391
	Iteration 25Q: 3 clusters Score -794129.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -794141.875000 Penalty: 4419.650391
	Iteration 26Q: 3 clusters Score -794141.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -794144.812500 Penalty: 4419.650391
	Iteration 27Q: 3 clusters Score -794144.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -794147.875000 Penalty: 4419.650391
	Iteration 28Q: 3 clusters Score -794147.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -794151.312500 Penalty: 4419.650391
	Iteration 29Q: 3 clusters Score -794151.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -794153.187500 Penalty: 4419.650391
	Iteration 30Q: 3 clusters Score -794153.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -794154.125000 Penalty: 4419.650391
	Iteration 31Q: 3 clusters Score -794154.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -794154.625000 Penalty: 4419.650391
	Iteration 32Q: 3 clusters Score -794154.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -794154.250000 Penalty: 4419.650391
	Iteration 33Q: 3 clusters Score -794154.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -794155.375000 Penalty: 4419.650391
	Iteration 34Q: 3 clusters Score -794155.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -794155.812500 Penalty: 4419.650391
	Iteration 35Q: 3 clusters Score -794155.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -794156.875000 Penalty: 4419.650391
	Iteration 36Q: 3 clusters Score -794156.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -794157.312500 Penalty: 4419.650391
	Iteration 37Q: 3 clusters Score -794157.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -794158.875000 Penalty: 4419.650391
	Iteration 38Q: 3 clusters Score -794158.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -794158.312500 Penalty: 4419.650391
	Iteration 39Q: 3 clusters Score -794158.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -794158.312500 Penalty: 4419.650391
	Iteration 40F: 3 clusters Score -794158.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Entering Unmasked Estep 
Score: -580424.062500 Penalty: 2126.901855
	Iteration 0F: 2 clusters Score -580424.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -575698.625000 Penalty: 4253.803711
	Iteration 0F: 3 clusters Score -575698.6 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -576868.812500 Penalty: 4253.803711
	Iteration 1F: 3 clusters Score -576868.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -577197.375000 Penalty: 4253.803711
	Iteration 2F: 3 clusters Score -577197.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -577487.000000 Penalty: 4253.803711
	Iteration 3F: 3 clusters Score -577487 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -577768.500000 Penalty: 4253.803711
	Iteration 4F: 3 clusters Score -577768.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -578041.312500 Penalty: 4253.803711
	Iteration 5F: 3 clusters Score -578041.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -578297.250000 Penalty: 4253.803711
	Iteration 6F: 3 clusters Score -578297.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -578477.437500 Penalty: 4253.803711
	Iteration 7Q: 3 clusters Score -578477.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -578589.187500 Penalty: 4253.803711
	Iteration 8Q: 3 clusters Score -578589.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -578648.750000 Penalty: 4253.803711
	Iteration 9Q: 3 clusters Score -578648.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -578684.375000 Penalty: 4253.803711
	Iteration 10Q: 3 clusters Score -578684.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -578709.437500 Penalty: 4253.803711
	Iteration 11Q: 3 clusters Score -578709.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -578733.250000 Penalty: 4253.803711
	Iteration 12Q: 3 clusters Score -578733.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -578746.000000 Penalty: 4253.803711
	Iteration 13Q: 3 clusters Score -578746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -578753.687500 Penalty: 4253.803711
	Iteration 14Q: 3 clusters Score -578753.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -578762.875000 Penalty: 4253.803711
	Iteration 15Q: 3 clusters Score -578762.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -578766.187500 Penalty: 4253.803711
	Iteration 16Q: 3 clusters Score -578766.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -578770.375000 Penalty: 4253.803711
	Iteration 17Q: 3 clusters Score -578770.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -578772.125000 Penalty: 4253.803711
	Iteration 18Q: 3 clusters Score -578772.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -578775.375000 Penalty: 4253.803711
	Iteration 19Q: 3 clusters Score -578775.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -578776.812500 Penalty: 4253.803711
	Iteration 20F: 3 clusters Score -578776.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -578779.187500 Penalty: 4253.803711
	Iteration 21Q: 3 clusters Score -578779.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -578780.375000 Penalty: 4253.803711
	Iteration 22Q: 3 clusters Score -578780.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -578780.062500 Penalty: 4253.803711
	Iteration 23Q: 3 clusters Score -578780.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -578781.812500 Penalty: 4253.803711
	Iteration 24Q: 3 clusters Score -578781.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -578783.375000 Penalty: 4253.803711
	Iteration 25Q: 3 clusters Score -578783.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -578785.000000 Penalty: 4253.803711
	Iteration 26Q: 3 clusters Score -578785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -578786.250000 Penalty: 4253.803711
	Iteration 27Q: 3 clusters Score -578786.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -578786.687500 Penalty: 4253.803711
	Iteration 28Q: 3 clusters Score -578786.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -578786.937500 Penalty: 4253.803711
	Iteration 29Q: 3 clusters Score -578786.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -578787.500000 Penalty: 4253.803711
	Iteration 30Q: 3 clusters Score -578787.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -578788.250000 Penalty: 4253.803711
	Iteration 31Q: 3 clusters Score -578788.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -578788.250000 Penalty: 4253.803711
	Iteration 32F: 3 clusters Score -578788.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -71518.687500 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -71518.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -69803.875000 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -69803.88 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -70054.828125 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -70054.83 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -70162.656250 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -70162.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -70223.851562 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -70223.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -70275.171875 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -70275.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -70309.734375 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -70309.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -70339.687500 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -70339.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -70378.531250 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -70378.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -70390.953125 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -70390.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -70392.468750 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -70392.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -70392.468750 Penalty: 3267.424805
	Iteration 10F: 3 clusters Score -70392.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (6040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Entering Unmasked Estep 
Score: -647932.437500 Penalty: 2159.127686
	Iteration 0F: 2 clusters Score -647932.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -642728.750000 Penalty: 4318.255371
	Iteration 0F: 3 clusters Score -642728.8 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -644064.000000 Penalty: 4318.255371
	Iteration 1F: 3 clusters Score -644064 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -644281.000000 Penalty: 4318.255371
	Iteration 2F: 3 clusters Score -644281 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -644419.500000 Penalty: 4318.255371
	Iteration 3Q: 3 clusters Score -644419.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -644523.625000 Penalty: 4318.255371
	Iteration 4Q: 3 clusters Score -644523.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -644611.437500 Penalty: 4318.255371
	Iteration 5Q: 3 clusters Score -644611.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -644685.187500 Penalty: 4318.255371
	Iteration 6Q: 3 clusters Score -644685.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -644750.187500 Penalty: 4318.255371
	Iteration 7Q: 3 clusters Score -644750.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -644790.687500 Penalty: 4318.255371
	Iteration 8Q: 3 clusters Score -644790.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -644828.000000 Penalty: 4318.255371
	Iteration 9Q: 3 clusters Score -644828 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -644860.250000 Penalty: 4318.255371
	Iteration 10Q: 3 clusters Score -644860.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -644893.750000 Penalty: 4318.255371
	Iteration 11Q: 3 clusters Score -644893.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -644923.812500 Penalty: 4318.255371
	Iteration 12Q: 3 clusters Score -644923.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -644952.875000 Penalty: 4318.255371
	Iteration 13Q: 3 clusters Score -644952.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -644982.250000 Penalty: 4318.255371
	Iteration 14Q: 3 clusters Score -644982.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -645011.812500 Penalty: 4318.255371
	Iteration 15Q: 3 clusters Score -645011.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -645040.000000 Penalty: 4318.255371
	Iteration 16Q: 3 clusters Score -645040 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -645067.062500 Penalty: 4318.255371
	Iteration 17Q: 3 clusters Score -645067.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -645093.812500 Penalty: 4318.255371
	Iteration 18Q: 3 clusters Score -645093.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -645117.375000 Penalty: 4318.255371
	Iteration 19Q: 3 clusters Score -645117.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -645144.000000 Penalty: 4318.255371
	Iteration 20F: 3 clusters Score -645144 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -645169.750000 Penalty: 4318.255371
	Iteration 21Q: 3 clusters Score -645169.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -645196.937500 Penalty: 4318.255371
	Iteration 22Q: 3 clusters Score -645196.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -645226.875000 Penalty: 4318.255371
	Iteration 23Q: 3 clusters Score -645226.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -645255.125000 Penalty: 4318.255371
	Iteration 24Q: 3 clusters Score -645255.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -645280.625000 Penalty: 4318.255371
	Iteration 25Q: 3 clusters Score -645280.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -645303.312500 Penalty: 4318.255371
	Iteration 26Q: 3 clusters Score -645303.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -645328.187500 Penalty: 4318.255371
	Iteration 27Q: 3 clusters Score -645328.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -645354.375000 Penalty: 4318.255371
	Iteration 28Q: 3 clusters Score -645354.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -645376.312500 Penalty: 4318.255371
	Iteration 29Q: 3 clusters Score -645376.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -645397.937500 Penalty: 4318.255371
	Iteration 30Q: 3 clusters Score -645397.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -645422.250000 Penalty: 4318.255371
	Iteration 31Q: 3 clusters Score -645422.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -645448.750000 Penalty: 4318.255371
	Iteration 32Q: 3 clusters Score -645448.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -645472.625000 Penalty: 4318.255371
	Iteration 33Q: 3 clusters Score -645472.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -645492.250000 Penalty: 4318.255371
	Iteration 34Q: 3 clusters Score -645492.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -645509.125000 Penalty: 4318.255371
	Iteration 35Q: 3 clusters Score -645509.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -645519.312500 Penalty: 4318.255371
	Iteration 36Q: 3 clusters Score -645519.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -645536.250000 Penalty: 4318.255371
	Iteration 37Q: 3 clusters Score -645536.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -645556.000000 Penalty: 4318.255371
	Iteration 38Q: 3 clusters Score -645556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -645571.000000 Penalty: 4318.255371
	Iteration 39Q: 3 clusters Score -645571 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -645590.687500 Penalty: 4318.255371
	Iteration 40F: 3 clusters Score -645590.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -645605.625000 Penalty: 4318.255371
	Iteration 41Q: 3 clusters Score -645605.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -645619.500000 Penalty: 4318.255371
	Iteration 42Q: 3 clusters Score -645619.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -645633.875000 Penalty: 4318.255371
	Iteration 43Q: 3 clusters Score -645633.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -645649.625000 Penalty: 4318.255371
	Iteration 44Q: 3 clusters Score -645649.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -645660.062500 Penalty: 4318.255371
	Iteration 45Q: 3 clusters Score -645660.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -645665.812500 Penalty: 4318.255371
	Iteration 46Q: 3 clusters Score -645665.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -645673.750000 Penalty: 4318.255371
	Iteration 47Q: 3 clusters Score -645673.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -645679.625000 Penalty: 4318.255371
	Iteration 48Q: 3 clusters Score -645679.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -645689.187500 Penalty: 4318.255371
	Iteration 49Q: 3 clusters Score -645689.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -645696.812500 Penalty: 4318.255371
	Iteration 50Q: 3 clusters Score -645696.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -645703.687500 Penalty: 4318.255371
	Iteration 51Q: 3 clusters Score -645703.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -645707.937500 Penalty: 4318.255371
	Iteration 52Q: 3 clusters Score -645707.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -645718.312500 Penalty: 4318.255371
	Iteration 53Q: 3 clusters Score -645718.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -645726.812500 Penalty: 4318.255371
	Iteration 54Q: 3 clusters Score -645726.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -645736.562500 Penalty: 4318.255371
	Iteration 55Q: 3 clusters Score -645736.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -645746.000000 Penalty: 4318.255371
	Iteration 56Q: 3 clusters Score -645746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -645755.625000 Penalty: 4318.255371
	Iteration 57Q: 3 clusters Score -645755.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -645761.812500 Penalty: 4318.255371
	Iteration 58Q: 3 clusters Score -645761.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -645768.625000 Penalty: 4318.255371
	Iteration 59Q: 3 clusters Score -645768.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -645774.250000 Penalty: 4318.255371
	Iteration 60F: 3 clusters Score -645774.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -645779.250000 Penalty: 4318.255371
	Iteration 61Q: 3 clusters Score -645779.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -645783.187500 Penalty: 4318.255371
	Iteration 62Q: 3 clusters Score -645783.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -645787.687500 Penalty: 4318.255371
	Iteration 63Q: 3 clusters Score -645787.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -645790.625000 Penalty: 4318.255371
	Iteration 64Q: 3 clusters Score -645790.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -645792.875000 Penalty: 4318.255371
	Iteration 65Q: 3 clusters Score -645792.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -645796.437500 Penalty: 4318.255371
	Iteration 66Q: 3 clusters Score -645796.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -645797.000000 Penalty: 4318.255371
	Iteration 67Q: 3 clusters Score -645797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -645799.875000 Penalty: 4318.255371
	Iteration 68Q: 3 clusters Score -645799.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -645801.437500 Penalty: 4318.255371
	Iteration 69Q: 3 clusters Score -645801.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -645803.000000 Penalty: 4318.255371
	Iteration 70Q: 3 clusters Score -645803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -645805.187500 Penalty: 4318.255371
	Iteration 71Q: 3 clusters Score -645805.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -645809.375000 Penalty: 4318.255371
	Iteration 72Q: 3 clusters Score -645809.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -645811.375000 Penalty: 4318.255371
	Iteration 73Q: 3 clusters Score -645811.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -645811.875000 Penalty: 4318.255371
	Iteration 74Q: 3 clusters Score -645811.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -645812.437500 Penalty: 4318.255371
	Iteration 75Q: 3 clusters Score -645812.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -645813.937500 Penalty: 4318.255371
	Iteration 76Q: 3 clusters Score -645813.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -645814.562500 Penalty: 4318.255371
	Iteration 77Q: 3 clusters Score -645814.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -645816.437500 Penalty: 4318.255371
	Iteration 78Q: 3 clusters Score -645816.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -645818.750000 Penalty: 4318.255371
	Iteration 79Q: 3 clusters Score -645818.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -645819.625000 Penalty: 4318.255371
	Iteration 80F: 3 clusters Score -645819.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -645820.625000 Penalty: 4318.255371
	Iteration 81Q: 3 clusters Score -645820.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -645821.375000 Penalty: 4318.255371
	Iteration 82Q: 3 clusters Score -645821.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -645821.500000 Penalty: 4318.255371
	Iteration 83Q: 3 clusters Score -645821.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -645821.687500 Penalty: 4318.255371
	Iteration 84Q: 3 clusters Score -645821.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -645821.687500 Penalty: 4318.255371
	Iteration 85F: 3 clusters Score -645821.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -30130.804688 Penalty: 1426.637939
	Iteration 0F: 2 clusters Score -30130.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28976.003906 Penalty: 2853.275879
	Iteration 0F: 3 clusters Score -28976 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -29227.144531 Penalty: 2853.275879
	Iteration 1F: 3 clusters Score -29227.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -29345.091797 Penalty: 2853.275879
	Iteration 2F: 3 clusters Score -29345.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29389.070312 Penalty: 2853.275879
	Iteration 3Q: 3 clusters Score -29389.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -29407.949219 Penalty: 2853.275879
	Iteration 4Q: 3 clusters Score -29407.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -29411.960938 Penalty: 2853.275879
	Iteration 5Q: 3 clusters Score -29411.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -29411.960938 Penalty: 2853.275879
	Iteration 6F: 3 clusters Score -29411.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (16160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Entering Unmasked Estep 
Score: -1765428.750000 Penalty: 2403.192871
	Iteration 0F: 2 clusters Score -1765429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1753798.000000 Penalty: 4806.385742
	Iteration 0F: 3 clusters Score -1753798 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1757495.625000 Penalty: 4806.385742
	Iteration 1F: 3 clusters Score -1757496 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1757815.500000 Penalty: 4806.385742
	Iteration 2F: 3 clusters Score -1757816 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1758044.500000 Penalty: 4806.385742
	Iteration 3Q: 3 clusters Score -1758044 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1758223.500000 Penalty: 4806.385742
	Iteration 4Q: 3 clusters Score -1758224 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1758349.000000 Penalty: 4806.385742
	Iteration 5Q: 3 clusters Score -1758349 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1758474.250000 Penalty: 4806.385742
	Iteration 6Q: 3 clusters Score -1758474 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1758572.750000 Penalty: 4806.385742
	Iteration 7Q: 3 clusters Score -1758573 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1758666.500000 Penalty: 4806.385742
	Iteration 8Q: 3 clusters Score -1758666 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1758757.500000 Penalty: 4806.385742
	Iteration 9Q: 3 clusters Score -1758758 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1758854.000000 Penalty: 4806.385742
	Iteration 10Q: 3 clusters Score -1758854 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1758935.625000 Penalty: 4806.385742
	Iteration 11Q: 3 clusters Score -1758936 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1759019.750000 Penalty: 4806.385742
	Iteration 12Q: 3 clusters Score -1759020 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1759101.625000 Penalty: 4806.385742
	Iteration 13Q: 3 clusters Score -1759102 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1759171.125000 Penalty: 4806.385742
	Iteration 14Q: 3 clusters Score -1759171 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1759242.000000 Penalty: 4806.385742
	Iteration 15Q: 3 clusters Score -1759242 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1759316.250000 Penalty: 4806.385742
	Iteration 16Q: 3 clusters Score -1759316 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1759406.250000 Penalty: 4806.385742
	Iteration 17Q: 3 clusters Score -1759406 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1759519.250000 Penalty: 4806.385742
	Iteration 18Q: 3 clusters Score -1759519 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1759643.000000 Penalty: 4806.385742
	Iteration 19Q: 3 clusters Score -1759643 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1759787.875000 Penalty: 4806.385742
	Iteration 20F: 3 clusters Score -1759788 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1759987.500000 Penalty: 4806.385742
	Iteration 21Q: 3 clusters Score -1759988 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1760213.500000 Penalty: 4806.385742
	Iteration 22Q: 3 clusters Score -1760214 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1760502.750000 Penalty: 4806.385742
	Iteration 23Q: 3 clusters Score -1760503 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1760833.500000 Penalty: 4806.385742
	Iteration 24Q: 3 clusters Score -1760834 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1761155.750000 Penalty: 4806.385742
	Iteration 25Q: 3 clusters Score -1761156 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1761448.375000 Penalty: 4806.385742
	Iteration 26Q: 3 clusters Score -1761448 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1761805.750000 Penalty: 4806.385742
	Iteration 27Q: 3 clusters Score -1761806 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1762162.000000 Penalty: 4806.385742
	Iteration 28Q: 3 clusters Score -1762162 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -1762453.875000 Penalty: 4806.385742
	Iteration 29Q: 3 clusters Score -1762454 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1762684.750000 Penalty: 4806.385742
	Iteration 30Q: 3 clusters Score -1762685 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1762874.875000 Penalty: 4806.385742
	Iteration 31Q: 3 clusters Score -1762875 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -1763006.750000 Penalty: 4806.385742
	Iteration 32Q: 3 clusters Score -1763007 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -1763092.125000 Penalty: 4806.385742
	Iteration 33Q: 3 clusters Score -1763092 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -1763150.250000 Penalty: 4806.385742
	Iteration 34Q: 3 clusters Score -1763150 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -1763179.750000 Penalty: 4806.385742
	Iteration 35Q: 3 clusters Score -1763180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -1763208.125000 Penalty: 4806.385742
	Iteration 36Q: 3 clusters Score -1763208 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -1763227.625000 Penalty: 4806.385742
	Iteration 37Q: 3 clusters Score -1763228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -1763244.625000 Penalty: 4806.385742
	Iteration 38Q: 3 clusters Score -1763245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -1763259.875000 Penalty: 4806.385742
	Iteration 39Q: 3 clusters Score -1763260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -1763271.125000 Penalty: 4806.385742
	Iteration 40F: 3 clusters Score -1763271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -1763278.625000 Penalty: 4806.385742
	Iteration 41Q: 3 clusters Score -1763279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1763286.625000 Penalty: 4806.385742
	Iteration 42Q: 3 clusters Score -1763287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -1763289.125000 Penalty: 4806.385742
	Iteration 43Q: 3 clusters Score -1763289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -1763295.125000 Penalty: 4806.385742
	Iteration 44Q: 3 clusters Score -1763295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -1763298.625000 Penalty: 4806.385742
	Iteration 45Q: 3 clusters Score -1763299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -1763307.375000 Penalty: 4806.385742
	Iteration 46Q: 3 clusters Score -1763307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -1763310.500000 Penalty: 4806.385742
	Iteration 47Q: 3 clusters Score -1763310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -1763312.875000 Penalty: 4806.385742
	Iteration 48Q: 3 clusters Score -1763313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -1763316.625000 Penalty: 4806.385742
	Iteration 49Q: 3 clusters Score -1763317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -1763316.625000 Penalty: 4806.385742
	Iteration 50F: 3 clusters Score -1763317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (14471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Entering Unmasked Estep 
Score: -1595334.875000 Penalty: 2375.815674
	Iteration 0F: 2 clusters Score -1595335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1584805.250000 Penalty: 4751.631348
	Iteration 0F: 3 clusters Score -1584805 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1588134.500000 Penalty: 4751.631348
	Iteration 1F: 3 clusters Score -1588134 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1588431.750000 Penalty: 4751.631348
	Iteration 2F: 3 clusters Score -1588432 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1588699.000000 Penalty: 4751.631348
	Iteration 3Q: 3 clusters Score -1588699 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1588957.875000 Penalty: 4751.631348
	Iteration 4Q: 3 clusters Score -1588958 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1589223.625000 Penalty: 4751.631348
	Iteration 5Q: 3 clusters Score -1589224 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1589526.750000 Penalty: 4751.631348
	Iteration 6Q: 3 clusters Score -1589527 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1589853.750000 Penalty: 4751.631348
	Iteration 7Q: 3 clusters Score -1589854 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1590257.000000 Penalty: 4751.631348
	Iteration 8Q: 3 clusters Score -1590257 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1590725.750000 Penalty: 4751.631348
	Iteration 9F: 3 clusters Score -1590726 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1591261.375000 Penalty: 4751.631348
	Iteration 10F: 3 clusters Score -1591261 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1591770.500000 Penalty: 4751.631348
	Iteration 11Q: 3 clusters Score -1591770 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1592310.625000 Penalty: 4751.631348
	Iteration 12Q: 3 clusters Score -1592311 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1592835.375000 Penalty: 4751.631348
	Iteration 13Q: 3 clusters Score -1592835 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1593226.125000 Penalty: 4751.631348
	Iteration 14Q: 3 clusters Score -1593226 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1593549.000000 Penalty: 4751.631348
	Iteration 15Q: 3 clusters Score -1593549 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1593746.000000 Penalty: 4751.631348
	Iteration 16Q: 3 clusters Score -1593746 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1593817.125000 Penalty: 4751.631348
	Iteration 17Q: 3 clusters Score -1593817 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1593863.875000 Penalty: 4751.631348
	Iteration 18Q: 3 clusters Score -1593864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1593885.125000 Penalty: 4751.631348
	Iteration 19Q: 3 clusters Score -1593885 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1593895.375000 Penalty: 4751.631348
	Iteration 20F: 3 clusters Score -1593895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1593902.375000 Penalty: 4751.631348
	Iteration 21Q: 3 clusters Score -1593902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1593912.875000 Penalty: 4751.631348
	Iteration 22Q: 3 clusters Score -1593913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1593911.250000 Penalty: 4751.631348
	Iteration 23Q: 3 clusters Score -1593911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1593919.125000 Penalty: 4751.631348
	Iteration 24Q: 3 clusters Score -1593919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1593918.500000 Penalty: 4751.631348
	Iteration 25Q: 3 clusters Score -1593918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1593921.125000 Penalty: 4751.631348
	Iteration 26Q: 3 clusters Score -1593921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1593922.000000 Penalty: 4751.631348
	Iteration 27Q: 3 clusters Score -1593922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1593924.750000 Penalty: 4751.631348
	Iteration 28Q: 3 clusters Score -1593925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1593923.375000 Penalty: 4751.631348
	Iteration 29Q: 3 clusters Score -1593923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1593923.375000 Penalty: 4751.631348
	Iteration 30F: 3 clusters Score -1593923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (4546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Entering Unmasked Estep 
Score: -480194.625000 Penalty: 2088.656738
	Iteration 0F: 2 clusters Score -480194.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -476012.593750 Penalty: 4177.313477
	Iteration 0F: 3 clusters Score -476012.6 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -476977.000000 Penalty: 4177.313477
	Iteration 1F: 3 clusters Score -476977 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -477182.343750 Penalty: 4177.313477
	Iteration 2F: 3 clusters Score -477182.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -477310.750000 Penalty: 4177.313477
	Iteration 3Q: 3 clusters Score -477310.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -477400.406250 Penalty: 4177.313477
	Iteration 4Q: 3 clusters Score -477400.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -477469.687500 Penalty: 4177.313477
	Iteration 5Q: 3 clusters Score -477469.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -477520.687500 Penalty: 4177.313477
	Iteration 6Q: 3 clusters Score -477520.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -477563.937500 Penalty: 4177.313477
	Iteration 7Q: 3 clusters Score -477563.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -477609.781250 Penalty: 4177.313477
	Iteration 8Q: 3 clusters Score -477609.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -477643.781250 Penalty: 4177.313477
	Iteration 9Q: 3 clusters Score -477643.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -477688.031250 Penalty: 4177.313477
	Iteration 10Q: 3 clusters Score -477688 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -477725.625000 Penalty: 4177.313477
	Iteration 11Q: 3 clusters Score -477725.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -477750.437500 Penalty: 4177.313477
	Iteration 12Q: 3 clusters Score -477750.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -477772.531250 Penalty: 4177.313477
	Iteration 13Q: 3 clusters Score -477772.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -477789.406250 Penalty: 4177.313477
	Iteration 14Q: 3 clusters Score -477789.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -477805.687500 Penalty: 4177.313477
	Iteration 15Q: 3 clusters Score -477805.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -477821.187500 Penalty: 4177.313477
	Iteration 16Q: 3 clusters Score -477821.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -477834.468750 Penalty: 4177.313477
	Iteration 17Q: 3 clusters Score -477834.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -477848.000000 Penalty: 4177.313477
	Iteration 18Q: 3 clusters Score -477848 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -477860.406250 Penalty: 4177.313477
	Iteration 19Q: 3 clusters Score -477860.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -477874.937500 Penalty: 4177.313477
	Iteration 20F: 3 clusters Score -477874.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -477893.000000 Penalty: 4177.313477
	Iteration 21Q: 3 clusters Score -477893 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -477912.843750 Penalty: 4177.313477
	Iteration 22Q: 3 clusters Score -477912.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -477935.406250 Penalty: 4177.313477
	Iteration 23Q: 3 clusters Score -477935.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -477951.812500 Penalty: 4177.313477
	Iteration 24Q: 3 clusters Score -477951.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -477969.562500 Penalty: 4177.313477
	Iteration 25Q: 3 clusters Score -477969.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -477989.156250 Penalty: 4177.313477
	Iteration 26Q: 3 clusters Score -477989.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -478010.687500 Penalty: 4177.313477
	Iteration 27Q: 3 clusters Score -478010.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -478025.656250 Penalty: 4177.313477
	Iteration 28Q: 3 clusters Score -478025.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -478044.343750 Penalty: 4177.313477
	Iteration 29Q: 3 clusters Score -478044.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -478062.937500 Penalty: 4177.313477
	Iteration 30Q: 3 clusters Score -478062.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -478082.531250 Penalty: 4177.313477
	Iteration 31Q: 3 clusters Score -478082.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -478095.375000 Penalty: 4177.313477
	Iteration 32Q: 3 clusters Score -478095.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -478107.468750 Penalty: 4177.313477
	Iteration 33Q: 3 clusters Score -478107.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -478123.187500 Penalty: 4177.313477
	Iteration 34Q: 3 clusters Score -478123.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -478140.218750 Penalty: 4177.313477
	Iteration 35Q: 3 clusters Score -478140.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -478152.968750 Penalty: 4177.313477
	Iteration 36Q: 3 clusters Score -478153 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -478174.625000 Penalty: 4177.313477
	Iteration 37Q: 3 clusters Score -478174.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -478192.281250 Penalty: 4177.313477
	Iteration 38Q: 3 clusters Score -478192.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -478208.531250 Penalty: 4177.313477
	Iteration 39Q: 3 clusters Score -478208.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -478219.437500 Penalty: 4177.313477
	Iteration 40F: 3 clusters Score -478219.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -478230.781250 Penalty: 4177.313477
	Iteration 41Q: 3 clusters Score -478230.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -478239.187500 Penalty: 4177.313477
	Iteration 42Q: 3 clusters Score -478239.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -478249.875000 Penalty: 4177.313477
	Iteration 43Q: 3 clusters Score -478249.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -478262.031250 Penalty: 4177.313477
	Iteration 44Q: 3 clusters Score -478262 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -478279.531250 Penalty: 4177.313477
	Iteration 45Q: 3 clusters Score -478279.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -478297.937500 Penalty: 4177.313477
	Iteration 46Q: 3 clusters Score -478297.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -478322.437500 Penalty: 4177.313477
	Iteration 47Q: 3 clusters Score -478322.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -478351.718750 Penalty: 4177.313477
	Iteration 48Q: 3 clusters Score -478351.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -478381.593750 Penalty: 4177.313477
	Iteration 49Q: 3 clusters Score -478381.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -478408.937500 Penalty: 4177.313477
	Iteration 50Q: 3 clusters Score -478408.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -478434.906250 Penalty: 4177.313477
	Iteration 51Q: 3 clusters Score -478434.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -478458.500000 Penalty: 4177.313477
	Iteration 52Q: 3 clusters Score -478458.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -478476.531250 Penalty: 4177.313477
	Iteration 53Q: 3 clusters Score -478476.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -478486.937500 Penalty: 4177.313477
	Iteration 54Q: 3 clusters Score -478486.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -478496.125000 Penalty: 4177.313477
	Iteration 55Q: 3 clusters Score -478496.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -478500.375000 Penalty: 4177.313477
	Iteration 56Q: 3 clusters Score -478500.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -478504.156250 Penalty: 4177.313477
	Iteration 57Q: 3 clusters Score -478504.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -478510.125000 Penalty: 4177.313477
	Iteration 58Q: 3 clusters Score -478510.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -478515.375000 Penalty: 4177.313477
	Iteration 59Q: 3 clusters Score -478515.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -478521.375000 Penalty: 4177.313477
	Iteration 60F: 3 clusters Score -478521.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -478529.593750 Penalty: 4177.313477
	Iteration 61Q: 3 clusters Score -478529.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -478534.125000 Penalty: 4177.313477
	Iteration 62Q: 3 clusters Score -478534.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -478537.531250 Penalty: 4177.313477
	Iteration 63Q: 3 clusters Score -478537.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -478538.781250 Penalty: 4177.313477
	Iteration 64Q: 3 clusters Score -478538.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -478539.437500 Penalty: 4177.313477
	Iteration 65Q: 3 clusters Score -478539.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -478539.750000 Penalty: 4177.313477
	Iteration 66Q: 3 clusters Score -478539.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -478539.750000 Penalty: 4177.313477
	Iteration 67F: 3 clusters Score -478539.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (3369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Entering Unmasked Estep 
Score: -365832.218750 Penalty: 2014.348145
	Iteration 0F: 2 clusters Score -365832.2 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 1653 members 
Entering Unmasked Estep 
Score: -362335.781250 Penalty: 4028.696289
	Iteration 0F: 3 clusters Score -362335.8 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -363060.531250 Penalty: 4028.696289
	Iteration 1F: 3 clusters Score -363060.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -363252.250000 Penalty: 4028.696289
	Iteration 2F: 3 clusters Score -363252.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -363334.343750 Penalty: 4028.696289
	Iteration 3Q: 3 clusters Score -363334.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -363394.437500 Penalty: 4028.696289
	Iteration 4Q: 3 clusters Score -363394.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -363447.500000 Penalty: 4028.696289
	Iteration 5Q: 3 clusters Score -363447.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -363485.093750 Penalty: 4028.696289
	Iteration 6Q: 3 clusters Score -363485.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -363502.625000 Penalty: 4028.696289
	Iteration 7Q: 3 clusters Score -363502.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -363517.937500 Penalty: 4028.696289
	Iteration 8Q: 3 clusters Score -363517.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -363533.375000 Penalty: 4028.696289
	Iteration 9Q: 3 clusters Score -363533.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -363549.281250 Penalty: 4028.696289
	Iteration 10Q: 3 clusters Score -363549.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -363563.125000 Penalty: 4028.696289
	Iteration 11Q: 3 clusters Score -363563.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -363570.625000 Penalty: 4028.696289
	Iteration 12Q: 3 clusters Score -363570.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -363578.968750 Penalty: 4028.696289
	Iteration 13Q: 3 clusters Score -363579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -363586.125000 Penalty: 4028.696289
	Iteration 14Q: 3 clusters Score -363586.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -363596.531250 Penalty: 4028.696289
	Iteration 15Q: 3 clusters Score -363596.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -363608.218750 Penalty: 4028.696289
	Iteration 16Q: 3 clusters Score -363608.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -363618.062500 Penalty: 4028.696289
	Iteration 17Q: 3 clusters Score -363618.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -363628.187500 Penalty: 4028.696289
	Iteration 18Q: 3 clusters Score -363628.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -363641.843750 Penalty: 4028.696289
	Iteration 19Q: 3 clusters Score -363641.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -363661.843750 Penalty: 4028.696289
	Iteration 20F: 3 clusters Score -363661.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -363684.906250 Penalty: 4028.696289
	Iteration 21Q: 3 clusters Score -363684.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -363698.281250 Penalty: 4028.696289
	Iteration 22Q: 3 clusters Score -363698.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -363711.031250 Penalty: 4028.696289
	Iteration 23Q: 3 clusters Score -363711 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -363719.531250 Penalty: 4028.696289
	Iteration 24Q: 3 clusters Score -363719.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -363729.937500 Penalty: 4028.696289
	Iteration 25Q: 3 clusters Score -363729.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -363737.937500 Penalty: 4028.696289
	Iteration 26Q: 3 clusters Score -363737.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -363745.031250 Penalty: 4028.696289
	Iteration 27Q: 3 clusters Score -363745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -363748.781250 Penalty: 4028.696289
	Iteration 28Q: 3 clusters Score -363748.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -363753.250000 Penalty: 4028.696289
	Iteration 29Q: 3 clusters Score -363753.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -363755.125000 Penalty: 4028.696289
	Iteration 30Q: 3 clusters Score -363755.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -363757.312500 Penalty: 4028.696289
	Iteration 31Q: 3 clusters Score -363757.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -363762.218750 Penalty: 4028.696289
	Iteration 32Q: 3 clusters Score -363762.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -363769.218750 Penalty: 4028.696289
	Iteration 33Q: 3 clusters Score -363769.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -363776.187500 Penalty: 4028.696289
	Iteration 34Q: 3 clusters Score -363776.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -363782.031250 Penalty: 4028.696289
	Iteration 35Q: 3 clusters Score -363782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -363787.281250 Penalty: 4028.696289
	Iteration 36Q: 3 clusters Score -363787.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -363791.187500 Penalty: 4028.696289
	Iteration 37Q: 3 clusters Score -363791.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -363796.312500 Penalty: 4028.696289
	Iteration 38Q: 3 clusters Score -363796.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -363802.093750 Penalty: 4028.696289
	Iteration 39Q: 3 clusters Score -363802.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -363803.968750 Penalty: 4028.696289
	Iteration 40F: 3 clusters Score -363804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -363806.343750 Penalty: 4028.696289
	Iteration 41Q: 3 clusters Score -363806.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -363807.187500 Penalty: 4028.696289
	Iteration 42Q: 3 clusters Score -363807.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -363810.000000 Penalty: 4028.696289
	Iteration 43Q: 3 clusters Score -363810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -363811.250000 Penalty: 4028.696289
	Iteration 44Q: 3 clusters Score -363811.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -363813.093750 Penalty: 4028.696289
	Iteration 45Q: 3 clusters Score -363813.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -363813.906250 Penalty: 4028.696289
	Iteration 46Q: 3 clusters Score -363813.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -363813.906250 Penalty: 4028.696289
	Iteration 47F: 3 clusters Score -363813.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (16652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Entering Unmasked Estep 
Score: -1807155.875000 Penalty: 2410.630859
	Iteration 0F: 2 clusters Score -1807156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1795227.125000 Penalty: 4821.261719
	Iteration 0F: 3 clusters Score -1795227 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1799037.500000 Penalty: 4821.261719
	Iteration 1F: 3 clusters Score -1799038 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1799394.375000 Penalty: 4821.261719
	Iteration 2F: 3 clusters Score -1799394 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1799783.250000 Penalty: 4821.261719
	Iteration 3F: 3 clusters Score -1799783 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1800195.125000 Penalty: 4821.261719
	Iteration 4Q: 3 clusters Score -1800195 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1800675.500000 Penalty: 4821.261719
	Iteration 5F: 3 clusters Score -1800676 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1801239.625000 Penalty: 4821.261719
	Iteration 6F: 3 clusters Score -1801240 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1801847.250000 Penalty: 4821.261719
	Iteration 7F: 3 clusters Score -1801847 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1802476.750000 Penalty: 4821.261719
	Iteration 8F: 3 clusters Score -1802477 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1802974.250000 Penalty: 4821.261719
	Iteration 9Q: 3 clusters Score -1802974 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1803358.750000 Penalty: 4821.261719
	Iteration 10Q: 3 clusters Score -1803359 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1803669.500000 Penalty: 4821.261719
	Iteration 11Q: 3 clusters Score -1803670 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1803902.250000 Penalty: 4821.261719
	Iteration 12Q: 3 clusters Score -1803902 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1804105.500000 Penalty: 4821.261719
	Iteration 13Q: 3 clusters Score -1804106 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1804244.250000 Penalty: 4821.261719
	Iteration 14Q: 3 clusters Score -1804244 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1804345.375000 Penalty: 4821.261719
	Iteration 15Q: 3 clusters Score -1804345 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1804433.250000 Penalty: 4821.261719
	Iteration 16Q: 3 clusters Score -1804433 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1804499.875000 Penalty: 4821.261719
	Iteration 17Q: 3 clusters Score -1804500 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1804544.875000 Penalty: 4821.261719
	Iteration 18Q: 3 clusters Score -1804545 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1804573.000000 Penalty: 4821.261719
	Iteration 19Q: 3 clusters Score -1804573 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1804601.000000 Penalty: 4821.261719
	Iteration 20F: 3 clusters Score -1804601 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1804632.875000 Penalty: 4821.261719
	Iteration 21Q: 3 clusters Score -1804633 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1804654.500000 Penalty: 4821.261719
	Iteration 22Q: 3 clusters Score -1804654 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1804676.750000 Penalty: 4821.261719
	Iteration 23Q: 3 clusters Score -1804677 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1804699.000000 Penalty: 4821.261719
	Iteration 24Q: 3 clusters Score -1804699 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1804714.375000 Penalty: 4821.261719
	Iteration 25Q: 3 clusters Score -1804714 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1804726.125000 Penalty: 4821.261719
	Iteration 26Q: 3 clusters Score -1804726 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1804739.000000 Penalty: 4821.261719
	Iteration 27Q: 3 clusters Score -1804739 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1804759.000000 Penalty: 4821.261719
	Iteration 28Q: 3 clusters Score -1804759 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1804769.500000 Penalty: 4821.261719
	Iteration 29Q: 3 clusters Score -1804770 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1804787.375000 Penalty: 4821.261719
	Iteration 30Q: 3 clusters Score -1804787 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1804794.500000 Penalty: 4821.261719
	Iteration 31Q: 3 clusters Score -1804794 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1804812.500000 Penalty: 4821.261719
	Iteration 32Q: 3 clusters Score -1804812 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1804835.375000 Penalty: 4821.261719
	Iteration 33Q: 3 clusters Score -1804835 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1804859.500000 Penalty: 4821.261719
	Iteration 34Q: 3 clusters Score -1804860 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1804874.750000 Penalty: 4821.261719
	Iteration 35Q: 3 clusters Score -1804875 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1804896.125000 Penalty: 4821.261719
	Iteration 36Q: 3 clusters Score -1804896 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1804913.750000 Penalty: 4821.261719
	Iteration 37Q: 3 clusters Score -1804914 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1804932.875000 Penalty: 4821.261719
	Iteration 38Q: 3 clusters Score -1804933 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1804961.125000 Penalty: 4821.261719
	Iteration 39Q: 3 clusters Score -1804961 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1804982.125000 Penalty: 4821.261719
	Iteration 40F: 3 clusters Score -1804982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1804991.125000 Penalty: 4821.261719
	Iteration 41Q: 3 clusters Score -1804991 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1805003.750000 Penalty: 4821.261719
	Iteration 42Q: 3 clusters Score -1805004 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1805015.625000 Penalty: 4821.261719
	Iteration 43Q: 3 clusters Score -1805016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1805026.625000 Penalty: 4821.261719
	Iteration 44Q: 3 clusters Score -1805027 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1805045.000000 Penalty: 4821.261719
	Iteration 45Q: 3 clusters Score -1805045 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1805051.375000 Penalty: 4821.261719
	Iteration 46Q: 3 clusters Score -1805051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1805056.750000 Penalty: 4821.261719
	Iteration 47Q: 3 clusters Score -1805057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1805064.125000 Penalty: 4821.261719
	Iteration 48Q: 3 clusters Score -1805064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1805071.375000 Penalty: 4821.261719
	Iteration 49Q: 3 clusters Score -1805071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1805080.125000 Penalty: 4821.261719
	Iteration 50Q: 3 clusters Score -1805080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1805084.625000 Penalty: 4821.261719
	Iteration 51Q: 3 clusters Score -1805085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1805084.750000 Penalty: 4821.261719
	Iteration 52Q: 3 clusters Score -1805085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1805086.625000 Penalty: 4821.261719
	Iteration 53Q: 3 clusters Score -1805087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1805089.625000 Penalty: 4821.261719
	Iteration 54Q: 3 clusters Score -1805090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1805092.625000 Penalty: 4821.261719
	Iteration 55Q: 3 clusters Score -1805093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1805095.500000 Penalty: 4821.261719
	Iteration 56Q: 3 clusters Score -1805096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1805104.125000 Penalty: 4821.261719
	Iteration 57Q: 3 clusters Score -1805104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1805100.875000 Penalty: 4821.261719
	Iteration 58Q: 3 clusters Score -1805101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1805102.875000 Penalty: 4821.261719
	Iteration 59Q: 3 clusters Score -1805103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1805105.625000 Penalty: 4821.261719
	Iteration 60F: 3 clusters Score -1805106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1805111.500000 Penalty: 4821.261719
	Iteration 61Q: 3 clusters Score -1805112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1805112.625000 Penalty: 4821.261719
	Iteration 62Q: 3 clusters Score -1805113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1805113.500000 Penalty: 4821.261719
	Iteration 63Q: 3 clusters Score -1805114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1805114.500000 Penalty: 4821.261719
	Iteration 64Q: 3 clusters Score -1805114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1805112.875000 Penalty: 4821.261719
	Iteration 65Q: 3 clusters Score -1805113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1805112.625000 Penalty: 4821.261719
	Iteration 66Q: 3 clusters Score -1805113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1805115.875000 Penalty: 4821.261719
	Iteration 67Q: 3 clusters Score -1805116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1805116.625000 Penalty: 4821.261719
	Iteration 68Q: 3 clusters Score -1805117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1805119.625000 Penalty: 4821.261719
	Iteration 69Q: 3 clusters Score -1805120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1805119.750000 Penalty: 4821.261719
	Iteration 70Q: 3 clusters Score -1805120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1805122.000000 Penalty: 4821.261719
	Iteration 71Q: 3 clusters Score -1805122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1805122.000000 Penalty: 4821.261719
	Iteration 72F: 3 clusters Score -1805122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (13771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Entering Unmasked Estep 
Score: -1510551.625000 Penalty: 2363.519287
	Iteration 0F: 2 clusters Score -1510552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1500333.375000 Penalty: 4727.038574
	Iteration 0F: 3 clusters Score -1500333 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1503532.000000 Penalty: 4727.038574
	Iteration 1F: 3 clusters Score -1503532 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1503839.000000 Penalty: 4727.038574
	Iteration 2F: 3 clusters Score -1503839 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1504072.500000 Penalty: 4727.038574
	Iteration 3Q: 3 clusters Score -1504072 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1504262.375000 Penalty: 4727.038574
	Iteration 4Q: 3 clusters Score -1504262 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1504405.875000 Penalty: 4727.038574
	Iteration 5Q: 3 clusters Score -1504406 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1504523.875000 Penalty: 4727.038574
	Iteration 6Q: 3 clusters Score -1504524 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1504620.000000 Penalty: 4727.038574
	Iteration 7Q: 3 clusters Score -1504620 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1504715.500000 Penalty: 4727.038574
	Iteration 8Q: 3 clusters Score -1504716 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1504800.250000 Penalty: 4727.038574
	Iteration 9Q: 3 clusters Score -1504800 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1504904.625000 Penalty: 4727.038574
	Iteration 10Q: 3 clusters Score -1504905 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1505034.000000 Penalty: 4727.038574
	Iteration 11Q: 3 clusters Score -1505034 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1505190.250000 Penalty: 4727.038574
	Iteration 12Q: 3 clusters Score -1505190 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1505399.375000 Penalty: 4727.038574
	Iteration 13Q: 3 clusters Score -1505399 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1505679.000000 Penalty: 4727.038574
	Iteration 14Q: 3 clusters Score -1505679 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1506038.125000 Penalty: 4727.038574
	Iteration 15Q: 3 clusters Score -1506038 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1506432.375000 Penalty: 4727.038574
	Iteration 16Q: 3 clusters Score -1506432 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1506883.750000 Penalty: 4727.038574
	Iteration 17Q: 3 clusters Score -1506884 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1507328.625000 Penalty: 4727.038574
	Iteration 18Q: 3 clusters Score -1507329 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1507715.750000 Penalty: 4727.038574
	Iteration 19Q: 3 clusters Score -1507716 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1508010.250000 Penalty: 4727.038574
	Iteration 20F: 3 clusters Score -1508010 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1508176.500000 Penalty: 4727.038574
	Iteration 21Q: 3 clusters Score -1508176 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1508278.250000 Penalty: 4727.038574
	Iteration 22Q: 3 clusters Score -1508278 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1508348.750000 Penalty: 4727.038574
	Iteration 23Q: 3 clusters Score -1508349 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1508398.250000 Penalty: 4727.038574
	Iteration 24Q: 3 clusters Score -1508398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1508415.875000 Penalty: 4727.038574
	Iteration 25Q: 3 clusters Score -1508416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1508427.250000 Penalty: 4727.038574
	Iteration 26Q: 3 clusters Score -1508427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1508433.500000 Penalty: 4727.038574
	Iteration 27Q: 3 clusters Score -1508434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1508439.750000 Penalty: 4727.038574
	Iteration 28Q: 3 clusters Score -1508440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1508441.000000 Penalty: 4727.038574
	Iteration 29Q: 3 clusters Score -1508441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1508451.625000 Penalty: 4727.038574
	Iteration 30Q: 3 clusters Score -1508452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1508459.000000 Penalty: 4727.038574
	Iteration 31Q: 3 clusters Score -1508459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1508462.125000 Penalty: 4727.038574
	Iteration 32Q: 3 clusters Score -1508462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1508462.125000 Penalty: 4727.038574
	Iteration 33F: 3 clusters Score -1508462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58206 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 7717 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 8 contains 6361 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90186 members 
Mstep: Class 11 contains 11248 members 
Mstep: Class 12 contains 31256 members 
Mstep: Class 13 contains 6627 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10380 members 
Mstep: Class 16 contains 16392 members 
Mstep: Class 17 contains 4823 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10258 members 
Mstep: Class 21 contains 14427 members 
Mstep: Class 22 contains 10137 members 
Mstep: Class 23 contains 26785 members 
Mstep: Class 24 contains 12419 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5566 members 
Mstep: Class 30 contains 18145 members 
Mstep: Class 31 contains 16616 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12154 members 
Mstep: Class 36 contains 27675 members 
Mstep: Class 37 contains 20155 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8863 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 16748 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 7410 members 
Mstep: Class 45 contains 5304 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6040 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14471 members 
Mstep: Class 51 contains 4546 members 
Mstep: Class 52 contains 3369 members 
Mstep: Class 53 contains 16652 members 
Mstep: Class 54 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770848.000000 Penalty: 179211.343750
Iteration 359Q: 55 clusters Score -6.477085e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58207 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 7717 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 8 contains 6360 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90186 members 
Mstep: Class 11 contains 11247 members 
Mstep: Class 12 contains 31256 members 
Mstep: Class 13 contains 6635 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10377 members 
Mstep: Class 16 contains 16385 members 
Mstep: Class 17 contains 4823 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10258 members 
Mstep: Class 21 contains 14427 members 
Mstep: Class 22 contains 10140 members 
Mstep: Class 23 contains 26778 members 
Mstep: Class 24 contains 12425 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5566 members 
Mstep: Class 30 contains 18148 members 
Mstep: Class 31 contains 16615 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12154 members 
Mstep: Class 36 contains 27675 members 
Mstep: Class 37 contains 20158 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8863 members 
Mstep: Class 40 contains 3359 members 
Mstep: Class 41 contains 16747 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3640 members 
Mstep: Class 44 contains 7407 members 
Mstep: Class 45 contains 5301 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6040 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14471 members 
Mstep: Class 51 contains 4554 members 
Mstep: Class 52 contains 3369 members 
Mstep: Class 53 contains 16652 members 
Mstep: Class 54 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770936.000000 Penalty: 179211.343750
Iteration 360F: 55 clusters Score -6.477094e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58208 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 7718 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 8 contains 6361 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90186 members 
Mstep: Class 11 contains 11250 members 
Mstep: Class 12 contains 31256 members 
Mstep: Class 13 contains 6643 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10375 members 
Mstep: Class 16 contains 16375 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10258 members 
Mstep: Class 21 contains 14427 members 
Mstep: Class 22 contains 10141 members 
Mstep: Class 23 contains 26776 members 
Mstep: Class 24 contains 12428 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5566 members 
Mstep: Class 30 contains 18148 members 
Mstep: Class 31 contains 16615 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12154 members 
Mstep: Class 36 contains 27675 members 
Mstep: Class 37 contains 20159 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8863 members 
Mstep: Class 40 contains 3349 members 
Mstep: Class 41 contains 16746 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3640 members 
Mstep: Class 44 contains 7404 members 
Mstep: Class 45 contains 5301 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6040 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14471 members 
Mstep: Class 51 contains 4563 members 
Mstep: Class 52 contains 3369 members 
Mstep: Class 53 contains 16652 members 
Mstep: Class 54 contains 13770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770948.000000 Penalty: 179211.343750
Iteration 361Q: 55 clusters Score -6.477095e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58210 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 6364 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90186 members 
Mstep: Class 11 contains 11250 members 
Mstep: Class 12 contains 31256 members 
Mstep: Class 13 contains 6642 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10374 members 
Mstep: Class 16 contains 16372 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10258 members 
Mstep: Class 21 contains 14428 members 
Mstep: Class 22 contains 10142 members 
Mstep: Class 23 contains 26776 members 
Mstep: Class 24 contains 12429 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5566 members 
Mstep: Class 30 contains 18149 members 
Mstep: Class 31 contains 16613 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12154 members 
Mstep: Class 36 contains 27676 members 
Mstep: Class 37 contains 20161 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8862 members 
Mstep: Class 40 contains 3342 members 
Mstep: Class 41 contains 16746 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3640 members 
Mstep: Class 44 contains 7401 members 
Mstep: Class 45 contains 5300 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6040 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14471 members 
Mstep: Class 51 contains 4569 members 
Mstep: Class 52 contains 3369 members 
Mstep: Class 53 contains 16652 members 
Mstep: Class 54 contains 13770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64770996.000000 Penalty: 179211.343750
Iteration 362Q: 55 clusters Score -6.4771e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58208 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 6365 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90185 members 
Mstep: Class 11 contains 11252 members 
Mstep: Class 12 contains 31256 members 
Mstep: Class 13 contains 6647 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10371 members 
Mstep: Class 16 contains 16365 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10258 members 
Mstep: Class 21 contains 14427 members 
Mstep: Class 22 contains 10143 members 
Mstep: Class 23 contains 26769 members 
Mstep: Class 24 contains 12431 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5565 members 
Mstep: Class 30 contains 18155 members 
Mstep: Class 31 contains 16612 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12154 members 
Mstep: Class 36 contains 27676 members 
Mstep: Class 37 contains 20165 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8862 members 
Mstep: Class 40 contains 3342 members 
Mstep: Class 41 contains 16745 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3641 members 
Mstep: Class 44 contains 7398 members 
Mstep: Class 45 contains 5299 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6040 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14471 members 
Mstep: Class 51 contains 4575 members 
Mstep: Class 52 contains 3369 members 
Mstep: Class 53 contains 16652 members 
Mstep: Class 54 contains 13770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771092.000000 Penalty: 179211.343750
Iteration 363Q: 55 clusters Score -6.477109e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58206 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 6365 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90185 members 
Mstep: Class 11 contains 11253 members 
Mstep: Class 12 contains 31256 members 
Mstep: Class 13 contains 6646 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10368 members 
Mstep: Class 16 contains 16366 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10258 members 
Mstep: Class 21 contains 14429 members 
Mstep: Class 22 contains 10144 members 
Mstep: Class 23 contains 26768 members 
Mstep: Class 24 contains 12430 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5565 members 
Mstep: Class 30 contains 18160 members 
Mstep: Class 31 contains 16610 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12155 members 
Mstep: Class 36 contains 27677 members 
Mstep: Class 37 contains 20167 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8861 members 
Mstep: Class 40 contains 3338 members 
Mstep: Class 41 contains 16747 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3641 members 
Mstep: Class 44 contains 7394 members 
Mstep: Class 45 contains 5299 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6040 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14471 members 
Mstep: Class 51 contains 4578 members 
Mstep: Class 52 contains 3368 members 
Mstep: Class 53 contains 16653 members 
Mstep: Class 54 contains 13770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771152.000000 Penalty: 179211.343750
Iteration 364Q: 55 clusters Score -6.477115e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58209 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 6365 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90185 members 
Mstep: Class 11 contains 11246 members 
Mstep: Class 12 contains 31257 members 
Mstep: Class 13 contains 6647 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10365 members 
Mstep: Class 16 contains 16364 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10259 members 
Mstep: Class 21 contains 14431 members 
Mstep: Class 22 contains 10146 members 
Mstep: Class 23 contains 26774 members 
Mstep: Class 24 contains 12428 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5566 members 
Mstep: Class 30 contains 18161 members 
Mstep: Class 31 contains 16606 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12157 members 
Mstep: Class 36 contains 27676 members 
Mstep: Class 37 contains 20171 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8861 members 
Mstep: Class 40 contains 3328 members 
Mstep: Class 41 contains 16748 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3641 members 
Mstep: Class 44 contains 7390 members 
Mstep: Class 45 contains 5299 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14471 members 
Mstep: Class 51 contains 4589 members 
Mstep: Class 52 contains 3367 members 
Mstep: Class 53 contains 16653 members 
Mstep: Class 54 contains 13769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771128.000000 Penalty: 179211.343750
Iteration 365Q: 55 clusters Score -6.477113e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58210 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 6363 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90185 members 
Mstep: Class 11 contains 11240 members 
Mstep: Class 12 contains 31257 members 
Mstep: Class 13 contains 6648 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10364 members 
Mstep: Class 16 contains 16363 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10259 members 
Mstep: Class 21 contains 14432 members 
Mstep: Class 22 contains 10148 members 
Mstep: Class 23 contains 26780 members 
Mstep: Class 24 contains 12428 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5566 members 
Mstep: Class 30 contains 18161 members 
Mstep: Class 31 contains 16603 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27676 members 
Mstep: Class 37 contains 20172 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8861 members 
Mstep: Class 40 contains 3320 members 
Mstep: Class 41 contains 16751 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3641 members 
Mstep: Class 44 contains 7388 members 
Mstep: Class 45 contains 5299 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14471 members 
Mstep: Class 51 contains 4599 members 
Mstep: Class 52 contains 3365 members 
Mstep: Class 53 contains 16653 members 
Mstep: Class 54 contains 13769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771044.000000 Penalty: 179211.343750
Iteration 366Q: 55 clusters Score -6.477104e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58210 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 6360 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90185 members 
Mstep: Class 11 contains 11237 members 
Mstep: Class 12 contains 31257 members 
Mstep: Class 13 contains 6645 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10361 members 
Mstep: Class 16 contains 16367 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10258 members 
Mstep: Class 21 contains 14432 members 
Mstep: Class 22 contains 10149 members 
Mstep: Class 23 contains 26783 members 
Mstep: Class 24 contains 12429 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5566 members 
Mstep: Class 30 contains 18163 members 
Mstep: Class 31 contains 16600 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12156 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 20173 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8861 members 
Mstep: Class 40 contains 3313 members 
Mstep: Class 41 contains 16753 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3641 members 
Mstep: Class 44 contains 7387 members 
Mstep: Class 45 contains 5299 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14471 members 
Mstep: Class 51 contains 4612 members 
Mstep: Class 52 contains 3364 members 
Mstep: Class 53 contains 16655 members 
Mstep: Class 54 contains 13769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771064.000000 Penalty: 179211.343750
Iteration 367Q: 55 clusters Score -6.477106e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58212 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 6356 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90185 members 
Mstep: Class 11 contains 11240 members 
Mstep: Class 12 contains 31257 members 
Mstep: Class 13 contains 6644 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10361 members 
Mstep: Class 16 contains 16367 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10258 members 
Mstep: Class 21 contains 14432 members 
Mstep: Class 22 contains 10149 members 
Mstep: Class 23 contains 26788 members 
Mstep: Class 24 contains 12426 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 5565 members 
Mstep: Class 30 contains 18163 members 
Mstep: Class 31 contains 16598 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12156 members 
Mstep: Class 36 contains 27675 members 
Mstep: Class 37 contains 20173 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8862 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 16756 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3641 members 
Mstep: Class 44 contains 7386 members 
Mstep: Class 45 contains 5299 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6039 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14471 members 
Mstep: Class 51 contains 4615 members 
Mstep: Class 52 contains 3363 members 
Mstep: Class 53 contains 16655 members 
Mstep: Class 54 contains 13769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771088.000000 Penalty: 179211.343750
Iteration 368Q: 55 clusters Score -6.477109e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58212 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 6353 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90185 members 
Mstep: Class 11 contains 11242 members 
Mstep: Class 12 contains 31257 members 
Mstep: Class 13 contains 6648 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10356 members 
Mstep: Class 16 contains 16365 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10258 members 
Mstep: Class 21 contains 14431 members 
Mstep: Class 22 contains 10149 members 
Mstep: Class 23 contains 26791 members 
Mstep: Class 24 contains 12425 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5565 members 
Mstep: Class 30 contains 18162 members 
Mstep: Class 31 contains 16597 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12155 members 
Mstep: Class 36 contains 27675 members 
Mstep: Class 37 contains 20173 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8862 members 
Mstep: Class 40 contains 3309 members 
Mstep: Class 41 contains 16759 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3641 members 
Mstep: Class 44 contains 7386 members 
Mstep: Class 45 contains 5299 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6038 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14471 members 
Mstep: Class 51 contains 4617 members 
Mstep: Class 52 contains 3363 members 
Mstep: Class 53 contains 16655 members 
Mstep: Class 54 contains 13769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771084.000000 Penalty: 179211.343750
Iteration 369Q: 55 clusters Score -6.477108e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58213 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 6349 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90185 members 
Mstep: Class 11 contains 11240 members 
Mstep: Class 12 contains 31257 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10352 members 
Mstep: Class 16 contains 16364 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10258 members 
Mstep: Class 21 contains 14431 members 
Mstep: Class 22 contains 10149 members 
Mstep: Class 23 contains 26798 members 
Mstep: Class 24 contains 12424 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5565 members 
Mstep: Class 30 contains 18162 members 
Mstep: Class 31 contains 16597 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12155 members 
Mstep: Class 36 contains 27675 members 
Mstep: Class 37 contains 20173 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8862 members 
Mstep: Class 40 contains 3308 members 
Mstep: Class 41 contains 16759 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3641 members 
Mstep: Class 44 contains 7386 members 
Mstep: Class 45 contains 5299 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6037 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14471 members 
Mstep: Class 51 contains 4621 members 
Mstep: Class 52 contains 3363 members 
Mstep: Class 53 contains 16655 members 
Mstep: Class 54 contains 13769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771052.000000 Penalty: 179211.343750
Iteration 370Q: 55 clusters Score -6.477105e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58214 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 6344 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90185 members 
Mstep: Class 11 contains 11240 members 
Mstep: Class 12 contains 31256 members 
Mstep: Class 13 contains 6651 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10350 members 
Mstep: Class 16 contains 16364 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10258 members 
Mstep: Class 21 contains 14432 members 
Mstep: Class 22 contains 10149 members 
Mstep: Class 23 contains 26802 members 
Mstep: Class 24 contains 12425 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5565 members 
Mstep: Class 30 contains 18161 members 
Mstep: Class 31 contains 16596 members 
Mstep: Class 32 contains 10417 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12156 members 
Mstep: Class 36 contains 27675 members 
Mstep: Class 37 contains 20173 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8862 members 
Mstep: Class 40 contains 3305 members 
Mstep: Class 41 contains 16761 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3641 members 
Mstep: Class 44 contains 7386 members 
Mstep: Class 45 contains 5299 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6035 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14471 members 
Mstep: Class 51 contains 4625 members 
Mstep: Class 52 contains 3363 members 
Mstep: Class 53 contains 16654 members 
Mstep: Class 54 contains 13769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771108.000000 Penalty: 179211.343750
Iteration 371Q: 55 clusters Score -6.477111e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58217 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 6343 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90185 members 
Mstep: Class 11 contains 11240 members 
Mstep: Class 12 contains 31256 members 
Mstep: Class 13 contains 6652 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10346 members 
Mstep: Class 16 contains 16362 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10258 members 
Mstep: Class 21 contains 14432 members 
Mstep: Class 22 contains 10149 members 
Mstep: Class 23 contains 26804 members 
Mstep: Class 24 contains 12423 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5565 members 
Mstep: Class 30 contains 18164 members 
Mstep: Class 31 contains 16596 members 
Mstep: Class 32 contains 10418 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12156 members 
Mstep: Class 36 contains 27675 members 
Mstep: Class 37 contains 20173 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8862 members 
Mstep: Class 40 contains 3301 members 
Mstep: Class 41 contains 16760 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3641 members 
Mstep: Class 44 contains 7386 members 
Mstep: Class 45 contains 5298 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6035 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14471 members 
Mstep: Class 51 contains 4629 members 
Mstep: Class 52 contains 3363 members 
Mstep: Class 53 contains 16655 members 
Mstep: Class 54 contains 13769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771092.000000 Penalty: 179211.343750
Iteration 372Q: 55 clusters Score -6.477109e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58219 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 6342 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90185 members 
Mstep: Class 11 contains 11236 members 
Mstep: Class 12 contains 31257 members 
Mstep: Class 13 contains 6653 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10343 members 
Mstep: Class 16 contains 16363 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10257 members 
Mstep: Class 21 contains 14432 members 
Mstep: Class 22 contains 10149 members 
Mstep: Class 23 contains 26809 members 
Mstep: Class 24 contains 12421 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5565 members 
Mstep: Class 30 contains 18165 members 
Mstep: Class 31 contains 16595 members 
Mstep: Class 32 contains 10418 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12155 members 
Mstep: Class 36 contains 27675 members 
Mstep: Class 37 contains 20173 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8863 members 
Mstep: Class 40 contains 3300 members 
Mstep: Class 41 contains 16762 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3641 members 
Mstep: Class 44 contains 7386 members 
Mstep: Class 45 contains 5295 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6035 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14471 members 
Mstep: Class 51 contains 4631 members 
Mstep: Class 52 contains 3364 members 
Mstep: Class 53 contains 16655 members 
Mstep: Class 54 contains 13769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771064.000000 Penalty: 179211.343750
Iteration 373Q: 55 clusters Score -6.477106e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58217 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 6338 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90185 members 
Mstep: Class 11 contains 11236 members 
Mstep: Class 12 contains 31257 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10343 members 
Mstep: Class 16 contains 16362 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10257 members 
Mstep: Class 21 contains 14432 members 
Mstep: Class 22 contains 10150 members 
Mstep: Class 23 contains 26816 members 
Mstep: Class 24 contains 12420 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5565 members 
Mstep: Class 30 contains 18167 members 
Mstep: Class 31 contains 16594 members 
Mstep: Class 32 contains 10417 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12155 members 
Mstep: Class 36 contains 27675 members 
Mstep: Class 37 contains 20173 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8863 members 
Mstep: Class 40 contains 3298 members 
Mstep: Class 41 contains 16759 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3641 members 
Mstep: Class 44 contains 7386 members 
Mstep: Class 45 contains 5295 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6035 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14471 members 
Mstep: Class 51 contains 4633 members 
Mstep: Class 52 contains 3364 members 
Mstep: Class 53 contains 16655 members 
Mstep: Class 54 contains 13769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771116.000000 Penalty: 179211.343750
Iteration 374Q: 55 clusters Score -6.477112e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58218 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 6336 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90185 members 
Mstep: Class 11 contains 11232 members 
Mstep: Class 12 contains 31257 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10342 members 
Mstep: Class 16 contains 16361 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10257 members 
Mstep: Class 21 contains 14432 members 
Mstep: Class 22 contains 10150 members 
Mstep: Class 23 contains 26824 members 
Mstep: Class 24 contains 12421 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5565 members 
Mstep: Class 30 contains 18167 members 
Mstep: Class 31 contains 16594 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12155 members 
Mstep: Class 36 contains 27675 members 
Mstep: Class 37 contains 20173 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8863 members 
Mstep: Class 40 contains 3299 members 
Mstep: Class 41 contains 16756 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3641 members 
Mstep: Class 44 contains 7386 members 
Mstep: Class 45 contains 5295 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6035 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14471 members 
Mstep: Class 51 contains 4633 members 
Mstep: Class 52 contains 3364 members 
Mstep: Class 53 contains 16655 members 
Mstep: Class 54 contains 13769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771128.000000 Penalty: 179211.343750
Iteration 375Q: 55 clusters Score -6.477113e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58218 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 6335 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90185 members 
Mstep: Class 11 contains 11226 members 
Mstep: Class 12 contains 31257 members 
Mstep: Class 13 contains 6657 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10342 members 
Mstep: Class 16 contains 16361 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10257 members 
Mstep: Class 21 contains 14432 members 
Mstep: Class 22 contains 10150 members 
Mstep: Class 23 contains 26833 members 
Mstep: Class 24 contains 12420 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5565 members 
Mstep: Class 30 contains 18167 members 
Mstep: Class 31 contains 16592 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12155 members 
Mstep: Class 36 contains 27675 members 
Mstep: Class 37 contains 20173 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8862 members 
Mstep: Class 40 contains 3299 members 
Mstep: Class 41 contains 16757 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3641 members 
Mstep: Class 44 contains 7386 members 
Mstep: Class 45 contains 5295 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6035 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14471 members 
Mstep: Class 51 contains 4633 members 
Mstep: Class 52 contains 3364 members 
Mstep: Class 53 contains 16655 members 
Mstep: Class 54 contains 13769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771088.000000 Penalty: 179211.343750
Iteration 376Q: 55 clusters Score -6.477109e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58218 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 6333 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90185 members 
Mstep: Class 11 contains 11228 members 
Mstep: Class 12 contains 31257 members 
Mstep: Class 13 contains 6659 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10340 members 
Mstep: Class 16 contains 16360 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10257 members 
Mstep: Class 21 contains 14432 members 
Mstep: Class 22 contains 10150 members 
Mstep: Class 23 contains 26836 members 
Mstep: Class 24 contains 12420 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5565 members 
Mstep: Class 30 contains 18166 members 
Mstep: Class 31 contains 16590 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12155 members 
Mstep: Class 36 contains 27675 members 
Mstep: Class 37 contains 20174 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8862 members 
Mstep: Class 40 contains 3299 members 
Mstep: Class 41 contains 16757 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3641 members 
Mstep: Class 44 contains 7386 members 
Mstep: Class 45 contains 5295 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6035 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14471 members 
Mstep: Class 51 contains 4633 members 
Mstep: Class 52 contains 3364 members 
Mstep: Class 53 contains 16655 members 
Mstep: Class 54 contains 13769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771120.000000 Penalty: 179211.343750
Iteration 377Q: 55 clusters Score -6.477112e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58220 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 6331 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90185 members 
Mstep: Class 11 contains 11231 members 
Mstep: Class 12 contains 31257 members 
Mstep: Class 13 contains 6659 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10339 members 
Mstep: Class 16 contains 16358 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10257 members 
Mstep: Class 21 contains 14432 members 
Mstep: Class 22 contains 10150 members 
Mstep: Class 23 contains 26836 members 
Mstep: Class 24 contains 12420 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5565 members 
Mstep: Class 30 contains 18167 members 
Mstep: Class 31 contains 16590 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12155 members 
Mstep: Class 36 contains 27675 members 
Mstep: Class 37 contains 20174 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8862 members 
Mstep: Class 40 contains 3299 members 
Mstep: Class 41 contains 16756 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3641 members 
Mstep: Class 44 contains 7386 members 
Mstep: Class 45 contains 5295 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6035 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14471 members 
Mstep: Class 51 contains 4633 members 
Mstep: Class 52 contains 3364 members 
Mstep: Class 53 contains 16655 members 
Mstep: Class 54 contains 13769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771108.000000 Penalty: 179211.343750
Iteration 378Q: 55 clusters Score -6.477111e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58222 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 6329 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90185 members 
Mstep: Class 11 contains 11233 members 
Mstep: Class 12 contains 31256 members 
Mstep: Class 13 contains 6665 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10337 members 
Mstep: Class 16 contains 16351 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10257 members 
Mstep: Class 21 contains 14432 members 
Mstep: Class 22 contains 10150 members 
Mstep: Class 23 contains 26839 members 
Mstep: Class 24 contains 12419 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5565 members 
Mstep: Class 30 contains 18167 members 
Mstep: Class 31 contains 16590 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12155 members 
Mstep: Class 36 contains 27675 members 
Mstep: Class 37 contains 20174 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8862 members 
Mstep: Class 40 contains 3299 members 
Mstep: Class 41 contains 16756 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3641 members 
Mstep: Class 44 contains 7386 members 
Mstep: Class 45 contains 5295 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6035 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14471 members 
Mstep: Class 51 contains 4633 members 
Mstep: Class 52 contains 3364 members 
Mstep: Class 53 contains 16655 members 
Mstep: Class 54 contains 13769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771072.000000 Penalty: 179211.343750
Iteration 379Q: 55 clusters Score -6.477107e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58224 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 6326 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90185 members 
Mstep: Class 11 contains 11236 members 
Mstep: Class 12 contains 31256 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10332 members 
Mstep: Class 16 contains 16342 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10256 members 
Mstep: Class 21 contains 14432 members 
Mstep: Class 22 contains 10151 members 
Mstep: Class 23 contains 26841 members 
Mstep: Class 24 contains 12420 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5565 members 
Mstep: Class 30 contains 18168 members 
Mstep: Class 31 contains 16590 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12155 members 
Mstep: Class 36 contains 27675 members 
Mstep: Class 37 contains 20174 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8861 members 
Mstep: Class 40 contains 3299 members 
Mstep: Class 41 contains 16755 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3641 members 
Mstep: Class 44 contains 7386 members 
Mstep: Class 45 contains 5295 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6035 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16160 members 
Mstep: Class 50 contains 14471 members 
Mstep: Class 51 contains 4633 members 
Mstep: Class 52 contains 3364 members 
Mstep: Class 53 contains 16656 members 
Mstep: Class 54 contains 13768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771128.000000 Penalty: 179211.343750
Iteration 380F: 55 clusters Score -6.477113e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58224 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 6322 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90185 members 
Mstep: Class 11 contains 11240 members 
Mstep: Class 12 contains 31256 members 
Mstep: Class 13 contains 6683 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10330 members 
Mstep: Class 16 contains 16337 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28747 members 
Mstep: Class 20 contains 10255 members 
Mstep: Class 21 contains 14432 members 
Mstep: Class 22 contains 10151 members 
Mstep: Class 23 contains 26843 members 
Mstep: Class 24 contains 12421 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5565 members 
Mstep: Class 30 contains 18168 members 
Mstep: Class 31 contains 16589 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4656 members 
Mstep: Class 35 contains 12155 members 
Mstep: Class 36 contains 27675 members 
Mstep: Class 37 contains 20174 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8861 members 
Mstep: Class 40 contains 3299 members 
Mstep: Class 41 contains 16753 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3641 members 
Mstep: Class 44 contains 7386 members 
Mstep: Class 45 contains 5294 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6035 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16161 members 
Mstep: Class 50 contains 14470 members 
Mstep: Class 51 contains 4633 members 
Mstep: Class 52 contains 3364 members 
Mstep: Class 53 contains 16656 members 
Mstep: Class 54 contains 13768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771180.000000 Penalty: 179211.343750
Iteration 381Q: 55 clusters Score -6.477118e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58224 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 6318 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90185 members 
Mstep: Class 11 contains 11244 members 
Mstep: Class 12 contains 31256 members 
Mstep: Class 13 contains 6688 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 10330 members 
Mstep: Class 16 contains 16330 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28748 members 
Mstep: Class 20 contains 10255 members 
Mstep: Class 21 contains 14432 members 
Mstep: Class 22 contains 10150 members 
Mstep: Class 23 contains 26841 members 
Mstep: Class 24 contains 12424 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5565 members 
Mstep: Class 30 contains 18169 members 
Mstep: Class 31 contains 16588 members 
Mstep: Class 32 contains 10417 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4656 members 
Mstep: Class 35 contains 12155 members 
Mstep: Class 36 contains 27675 members 
Mstep: Class 37 contains 20174 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8861 members 
Mstep: Class 40 contains 3299 members 
Mstep: Class 41 contains 16753 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3641 members 
Mstep: Class 44 contains 7386 members 
Mstep: Class 45 contains 5293 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6035 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16163 members 
Mstep: Class 50 contains 14469 members 
Mstep: Class 51 contains 4633 members 
Mstep: Class 52 contains 3364 members 
Mstep: Class 53 contains 16656 members 
Mstep: Class 54 contains 13768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771280.000000 Penalty: 179211.343750
Iteration 382Q: 55 clusters Score -6.477128e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58226 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 6319 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90185 members 
Mstep: Class 11 contains 11241 members 
Mstep: Class 12 contains 31256 members 
Mstep: Class 13 contains 6691 members 
Mstep: Class 14 contains 4624 members 
Mstep: Class 15 contains 10330 members 
Mstep: Class 16 contains 16327 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28748 members 
Mstep: Class 20 contains 10253 members 
Mstep: Class 21 contains 14432 members 
Mstep: Class 22 contains 10151 members 
Mstep: Class 23 contains 26842 members 
Mstep: Class 24 contains 12427 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5565 members 
Mstep: Class 30 contains 18168 members 
Mstep: Class 31 contains 16586 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4656 members 
Mstep: Class 35 contains 12155 members 
Mstep: Class 36 contains 27675 members 
Mstep: Class 37 contains 20175 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8860 members 
Mstep: Class 40 contains 3299 members 
Mstep: Class 41 contains 16751 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3641 members 
Mstep: Class 44 contains 7386 members 
Mstep: Class 45 contains 5293 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6035 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16163 members 
Mstep: Class 50 contains 14469 members 
Mstep: Class 51 contains 4633 members 
Mstep: Class 52 contains 3364 members 
Mstep: Class 53 contains 16657 members 
Mstep: Class 54 contains 13768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771292.000000 Penalty: 179211.343750
Iteration 383Q: 55 clusters Score -6.477129e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58225 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 6320 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90185 members 
Mstep: Class 11 contains 11238 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 6691 members 
Mstep: Class 14 contains 4624 members 
Mstep: Class 15 contains 10330 members 
Mstep: Class 16 contains 16325 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28748 members 
Mstep: Class 20 contains 10252 members 
Mstep: Class 21 contains 14432 members 
Mstep: Class 22 contains 10153 members 
Mstep: Class 23 contains 26846 members 
Mstep: Class 24 contains 12427 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5566 members 
Mstep: Class 30 contains 18169 members 
Mstep: Class 31 contains 16583 members 
Mstep: Class 32 contains 10415 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4656 members 
Mstep: Class 35 contains 12155 members 
Mstep: Class 36 contains 27675 members 
Mstep: Class 37 contains 20176 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8860 members 
Mstep: Class 40 contains 3299 members 
Mstep: Class 41 contains 16751 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3641 members 
Mstep: Class 44 contains 7386 members 
Mstep: Class 45 contains 5293 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6035 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16164 members 
Mstep: Class 50 contains 14469 members 
Mstep: Class 51 contains 4633 members 
Mstep: Class 52 contains 3363 members 
Mstep: Class 53 contains 16659 members 
Mstep: Class 54 contains 13768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771244.000000 Penalty: 179211.343750
Iteration 384Q: 55 clusters Score -6.477124e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58224 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 6324 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90185 members 
Mstep: Class 11 contains 11237 members 
Mstep: Class 12 contains 31254 members 
Mstep: Class 13 contains 6691 members 
Mstep: Class 14 contains 4624 members 
Mstep: Class 15 contains 10330 members 
Mstep: Class 16 contains 16323 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28748 members 
Mstep: Class 20 contains 10252 members 
Mstep: Class 21 contains 14432 members 
Mstep: Class 22 contains 10155 members 
Mstep: Class 23 contains 26848 members 
Mstep: Class 24 contains 12424 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5566 members 
Mstep: Class 30 contains 18169 members 
Mstep: Class 31 contains 16583 members 
Mstep: Class 32 contains 10415 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4656 members 
Mstep: Class 35 contains 12155 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 20176 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8860 members 
Mstep: Class 40 contains 3299 members 
Mstep: Class 41 contains 16752 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3641 members 
Mstep: Class 44 contains 7386 members 
Mstep: Class 45 contains 5293 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6034 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16164 members 
Mstep: Class 50 contains 14470 members 
Mstep: Class 51 contains 4633 members 
Mstep: Class 52 contains 3363 members 
Mstep: Class 53 contains 16659 members 
Mstep: Class 54 contains 13768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771180.000000 Penalty: 179211.343750
Iteration 385Q: 55 clusters Score -6.477118e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58224 members 
Mstep: Class 5 contains 21591 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 6326 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90185 members 
Mstep: Class 11 contains 11238 members 
Mstep: Class 12 contains 31253 members 
Mstep: Class 13 contains 6692 members 
Mstep: Class 14 contains 4624 members 
Mstep: Class 15 contains 10329 members 
Mstep: Class 16 contains 16322 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28748 members 
Mstep: Class 20 contains 10252 members 
Mstep: Class 21 contains 14431 members 
Mstep: Class 22 contains 10158 members 
Mstep: Class 23 contains 26846 members 
Mstep: Class 24 contains 12420 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5567 members 
Mstep: Class 30 contains 18170 members 
Mstep: Class 31 contains 16583 members 
Mstep: Class 32 contains 10415 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4656 members 
Mstep: Class 35 contains 12155 members 
Mstep: Class 36 contains 27673 members 
Mstep: Class 37 contains 20176 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8860 members 
Mstep: Class 40 contains 3299 members 
Mstep: Class 41 contains 16752 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3641 members 
Mstep: Class 44 contains 7386 members 
Mstep: Class 45 contains 5293 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6035 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16164 members 
Mstep: Class 50 contains 14470 members 
Mstep: Class 51 contains 4633 members 
Mstep: Class 52 contains 3363 members 
Mstep: Class 53 contains 16659 members 
Mstep: Class 54 contains 13768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771188.000000 Penalty: 179211.343750
Iteration 386Q: 55 clusters Score -6.477119e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58224 members 
Mstep: Class 5 contains 21592 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 6325 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90185 members 
Mstep: Class 11 contains 11241 members 
Mstep: Class 12 contains 31253 members 
Mstep: Class 13 contains 6694 members 
Mstep: Class 14 contains 4624 members 
Mstep: Class 15 contains 10328 members 
Mstep: Class 16 contains 16316 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28748 members 
Mstep: Class 20 contains 10252 members 
Mstep: Class 21 contains 14431 members 
Mstep: Class 22 contains 10159 members 
Mstep: Class 23 contains 26843 members 
Mstep: Class 24 contains 12425 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5568 members 
Mstep: Class 30 contains 18169 members 
Mstep: Class 31 contains 16583 members 
Mstep: Class 32 contains 10415 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4656 members 
Mstep: Class 35 contains 12155 members 
Mstep: Class 36 contains 27672 members 
Mstep: Class 37 contains 20176 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8860 members 
Mstep: Class 40 contains 3299 members 
Mstep: Class 41 contains 16752 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3641 members 
Mstep: Class 44 contains 7386 members 
Mstep: Class 45 contains 5293 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6035 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16164 members 
Mstep: Class 50 contains 14470 members 
Mstep: Class 51 contains 4633 members 
Mstep: Class 52 contains 3363 members 
Mstep: Class 53 contains 16659 members 
Mstep: Class 54 contains 13768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771232.000000 Penalty: 179211.343750
Iteration 387Q: 55 clusters Score -6.477123e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58227 members 
Mstep: Class 5 contains 21592 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 6325 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90185 members 
Mstep: Class 11 contains 11245 members 
Mstep: Class 12 contains 31254 members 
Mstep: Class 13 contains 6698 members 
Mstep: Class 14 contains 4624 members 
Mstep: Class 15 contains 10327 members 
Mstep: Class 16 contains 16307 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28748 members 
Mstep: Class 20 contains 10252 members 
Mstep: Class 21 contains 14431 members 
Mstep: Class 22 contains 10160 members 
Mstep: Class 23 contains 26845 members 
Mstep: Class 24 contains 12423 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5568 members 
Mstep: Class 30 contains 18167 members 
Mstep: Class 31 contains 16583 members 
Mstep: Class 32 contains 10415 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4656 members 
Mstep: Class 35 contains 12155 members 
Mstep: Class 36 contains 27671 members 
Mstep: Class 37 contains 20176 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8860 members 
Mstep: Class 40 contains 3299 members 
Mstep: Class 41 contains 16751 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3642 members 
Mstep: Class 44 contains 7386 members 
Mstep: Class 45 contains 5293 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6035 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16164 members 
Mstep: Class 50 contains 14470 members 
Mstep: Class 51 contains 4633 members 
Mstep: Class 52 contains 3363 members 
Mstep: Class 53 contains 16659 members 
Mstep: Class 54 contains 13768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771224.000000 Penalty: 179211.343750
Iteration 388Q: 55 clusters Score -6.477122e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58223 members 
Mstep: Class 5 contains 21592 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 8 contains 6325 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90185 members 
Mstep: Class 11 contains 11251 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 6701 members 
Mstep: Class 14 contains 4624 members 
Mstep: Class 15 contains 10325 members 
Mstep: Class 16 contains 16300 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28748 members 
Mstep: Class 20 contains 10252 members 
Mstep: Class 21 contains 14431 members 
Mstep: Class 22 contains 10162 members 
Mstep: Class 23 contains 26846 members 
Mstep: Class 24 contains 12420 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5568 members 
Mstep: Class 30 contains 18168 members 
Mstep: Class 31 contains 16583 members 
Mstep: Class 32 contains 10415 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4656 members 
Mstep: Class 35 contains 12155 members 
Mstep: Class 36 contains 27670 members 
Mstep: Class 37 contains 20176 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8860 members 
Mstep: Class 40 contains 3299 members 
Mstep: Class 41 contains 16751 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3644 members 
Mstep: Class 44 contains 7386 members 
Mstep: Class 45 contains 5293 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6035 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16164 members 
Mstep: Class 50 contains 14470 members 
Mstep: Class 51 contains 4633 members 
Mstep: Class 52 contains 3363 members 
Mstep: Class 53 contains 16660 members 
Mstep: Class 54 contains 13767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771196.000000 Penalty: 179211.343750
Iteration 389Q: 55 clusters Score -6.47712e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58218 members 
Mstep: Class 5 contains 21591 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 8 contains 6322 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90185 members 
Mstep: Class 11 contains 11253 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 6703 members 
Mstep: Class 14 contains 4624 members 
Mstep: Class 15 contains 10326 members 
Mstep: Class 16 contains 16295 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28748 members 
Mstep: Class 20 contains 10252 members 
Mstep: Class 21 contains 14431 members 
Mstep: Class 22 contains 10163 members 
Mstep: Class 23 contains 26846 members 
Mstep: Class 24 contains 12424 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5568 members 
Mstep: Class 30 contains 18171 members 
Mstep: Class 31 contains 16583 members 
Mstep: Class 32 contains 10415 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4656 members 
Mstep: Class 35 contains 12155 members 
Mstep: Class 36 contains 27671 members 
Mstep: Class 37 contains 20176 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8860 members 
Mstep: Class 40 contains 3299 members 
Mstep: Class 41 contains 16751 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3646 members 
Mstep: Class 44 contains 7386 members 
Mstep: Class 45 contains 5293 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6035 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16164 members 
Mstep: Class 50 contains 14470 members 
Mstep: Class 51 contains 4633 members 
Mstep: Class 52 contains 3363 members 
Mstep: Class 53 contains 16659 members 
Mstep: Class 54 contains 13766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771256.000000 Penalty: 179211.343750
Iteration 390Q: 55 clusters Score -6.477126e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58213 members 
Mstep: Class 5 contains 21591 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 8 contains 6323 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11259 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 6705 members 
Mstep: Class 14 contains 4624 members 
Mstep: Class 15 contains 10325 members 
Mstep: Class 16 contains 16291 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28748 members 
Mstep: Class 20 contains 10251 members 
Mstep: Class 21 contains 14431 members 
Mstep: Class 22 contains 10163 members 
Mstep: Class 23 contains 26849 members 
Mstep: Class 24 contains 12419 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5568 members 
Mstep: Class 30 contains 18174 members 
Mstep: Class 31 contains 16583 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4656 members 
Mstep: Class 35 contains 12155 members 
Mstep: Class 36 contains 27671 members 
Mstep: Class 37 contains 20176 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8860 members 
Mstep: Class 40 contains 3299 members 
Mstep: Class 41 contains 16751 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3647 members 
Mstep: Class 44 contains 7386 members 
Mstep: Class 45 contains 5293 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6035 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16164 members 
Mstep: Class 50 contains 14470 members 
Mstep: Class 51 contains 4633 members 
Mstep: Class 52 contains 3363 members 
Mstep: Class 53 contains 16659 members 
Mstep: Class 54 contains 13766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771216.000000 Penalty: 179211.343750
Iteration 391Q: 55 clusters Score -6.477122e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58212 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 6323 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11270 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 6707 members 
Mstep: Class 14 contains 4624 members 
Mstep: Class 15 contains 10325 members 
Mstep: Class 16 contains 16289 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28748 members 
Mstep: Class 20 contains 10250 members 
Mstep: Class 21 contains 14431 members 
Mstep: Class 22 contains 10163 members 
Mstep: Class 23 contains 26850 members 
Mstep: Class 24 contains 12413 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5568 members 
Mstep: Class 30 contains 18173 members 
Mstep: Class 31 contains 16583 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4656 members 
Mstep: Class 35 contains 12155 members 
Mstep: Class 36 contains 27672 members 
Mstep: Class 37 contains 20176 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8858 members 
Mstep: Class 40 contains 3299 members 
Mstep: Class 41 contains 16750 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7386 members 
Mstep: Class 45 contains 5293 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6035 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16164 members 
Mstep: Class 50 contains 14470 members 
Mstep: Class 51 contains 4633 members 
Mstep: Class 52 contains 3363 members 
Mstep: Class 53 contains 16659 members 
Mstep: Class 54 contains 13765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771216.000000 Penalty: 179211.343750
Iteration 392Q: 55 clusters Score -6.477122e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58211 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 6322 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11281 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 6707 members 
Mstep: Class 14 contains 4624 members 
Mstep: Class 15 contains 10325 members 
Mstep: Class 16 contains 16290 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28748 members 
Mstep: Class 20 contains 10249 members 
Mstep: Class 21 contains 14431 members 
Mstep: Class 22 contains 10163 members 
Mstep: Class 23 contains 26856 members 
Mstep: Class 24 contains 12402 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5568 members 
Mstep: Class 30 contains 18175 members 
Mstep: Class 31 contains 16581 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4656 members 
Mstep: Class 35 contains 12155 members 
Mstep: Class 36 contains 27673 members 
Mstep: Class 37 contains 20176 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8853 members 
Mstep: Class 40 contains 3299 members 
Mstep: Class 41 contains 16749 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7386 members 
Mstep: Class 45 contains 5293 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6035 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16164 members 
Mstep: Class 50 contains 14470 members 
Mstep: Class 51 contains 4633 members 
Mstep: Class 52 contains 3363 members 
Mstep: Class 53 contains 16659 members 
Mstep: Class 54 contains 13766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771144.000000 Penalty: 179211.343750
Iteration 393Q: 55 clusters Score -6.477114e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58205 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 6315 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11294 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 6708 members 
Mstep: Class 14 contains 4624 members 
Mstep: Class 15 contains 10324 members 
Mstep: Class 16 contains 16293 members 
Mstep: Class 17 contains 4823 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28748 members 
Mstep: Class 20 contains 10248 members 
Mstep: Class 21 contains 14431 members 
Mstep: Class 22 contains 10163 members 
Mstep: Class 23 contains 26863 members 
Mstep: Class 24 contains 12397 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5568 members 
Mstep: Class 30 contains 18178 members 
Mstep: Class 31 contains 16581 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4656 members 
Mstep: Class 35 contains 12155 members 
Mstep: Class 36 contains 27673 members 
Mstep: Class 37 contains 20176 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8847 members 
Mstep: Class 40 contains 3299 members 
Mstep: Class 41 contains 16749 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7386 members 
Mstep: Class 45 contains 5293 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6035 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16164 members 
Mstep: Class 50 contains 14470 members 
Mstep: Class 51 contains 4633 members 
Mstep: Class 52 contains 3363 members 
Mstep: Class 53 contains 16659 members 
Mstep: Class 54 contains 13766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771192.000000 Penalty: 179211.343750
Iteration 394Q: 55 clusters Score -6.477119e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58204 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 6310 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11302 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 6710 members 
Mstep: Class 14 contains 4624 members 
Mstep: Class 15 contains 10323 members 
Mstep: Class 16 contains 16288 members 
Mstep: Class 17 contains 4823 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28748 members 
Mstep: Class 20 contains 10248 members 
Mstep: Class 21 contains 14431 members 
Mstep: Class 22 contains 10163 members 
Mstep: Class 23 contains 26870 members 
Mstep: Class 24 contains 12394 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 18179 members 
Mstep: Class 31 contains 16580 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4656 members 
Mstep: Class 35 contains 12157 members 
Mstep: Class 36 contains 27673 members 
Mstep: Class 37 contains 20176 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8846 members 
Mstep: Class 40 contains 3299 members 
Mstep: Class 41 contains 16745 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7386 members 
Mstep: Class 45 contains 5293 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6035 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16164 members 
Mstep: Class 50 contains 14470 members 
Mstep: Class 51 contains 4633 members 
Mstep: Class 52 contains 3362 members 
Mstep: Class 53 contains 16660 members 
Mstep: Class 54 contains 13766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771108.000000 Penalty: 179211.343750
Iteration 395Q: 55 clusters Score -6.477111e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58203 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 6302 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11312 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 6712 members 
Mstep: Class 14 contains 4624 members 
Mstep: Class 15 contains 10319 members 
Mstep: Class 16 contains 16286 members 
Mstep: Class 17 contains 4823 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28748 members 
Mstep: Class 20 contains 10248 members 
Mstep: Class 21 contains 14431 members 
Mstep: Class 22 contains 10163 members 
Mstep: Class 23 contains 26879 members 
Mstep: Class 24 contains 12390 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 18179 members 
Mstep: Class 31 contains 16577 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4656 members 
Mstep: Class 35 contains 12157 members 
Mstep: Class 36 contains 27673 members 
Mstep: Class 37 contains 20177 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8846 members 
Mstep: Class 40 contains 3299 members 
Mstep: Class 41 contains 16745 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7386 members 
Mstep: Class 45 contains 5293 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6035 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16164 members 
Mstep: Class 50 contains 14471 members 
Mstep: Class 51 contains 4633 members 
Mstep: Class 52 contains 3361 members 
Mstep: Class 53 contains 16660 members 
Mstep: Class 54 contains 13766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771188.000000 Penalty: 179211.343750
Iteration 396Q: 55 clusters Score -6.477119e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58201 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 6300 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11313 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 6713 members 
Mstep: Class 14 contains 4624 members 
Mstep: Class 15 contains 10317 members 
Mstep: Class 16 contains 16282 members 
Mstep: Class 17 contains 4823 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28748 members 
Mstep: Class 20 contains 10248 members 
Mstep: Class 21 contains 14431 members 
Mstep: Class 22 contains 10164 members 
Mstep: Class 23 contains 26887 members 
Mstep: Class 24 contains 12389 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 18184 members 
Mstep: Class 31 contains 16572 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4656 members 
Mstep: Class 35 contains 12157 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 20180 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8846 members 
Mstep: Class 40 contains 3299 members 
Mstep: Class 41 contains 16744 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7386 members 
Mstep: Class 45 contains 5293 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6034 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16164 members 
Mstep: Class 50 contains 14471 members 
Mstep: Class 51 contains 4633 members 
Mstep: Class 52 contains 3359 members 
Mstep: Class 53 contains 16660 members 
Mstep: Class 54 contains 13766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771196.000000 Penalty: 179211.343750
Iteration 397Q: 55 clusters Score -6.47712e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58198 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 6294 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 6716 members 
Mstep: Class 14 contains 4624 members 
Mstep: Class 15 contains 10315 members 
Mstep: Class 16 contains 16279 members 
Mstep: Class 17 contains 4823 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28748 members 
Mstep: Class 20 contains 10247 members 
Mstep: Class 21 contains 14431 members 
Mstep: Class 22 contains 10165 members 
Mstep: Class 23 contains 26895 members 
Mstep: Class 24 contains 12382 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 18187 members 
Mstep: Class 31 contains 16570 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4656 members 
Mstep: Class 35 contains 12157 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 20183 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8845 members 
Mstep: Class 40 contains 3299 members 
Mstep: Class 41 contains 16743 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7385 members 
Mstep: Class 45 contains 5293 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6033 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16164 members 
Mstep: Class 50 contains 14471 members 
Mstep: Class 51 contains 4633 members 
Mstep: Class 52 contains 3357 members 
Mstep: Class 53 contains 16660 members 
Mstep: Class 54 contains 13766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771176.000000 Penalty: 179211.343750
Iteration 398Q: 55 clusters Score -6.477118e+07 nChanged 69
Entering ConstructFrom: 
Score: -64771176.000000 Penalty: 179211.343750
Entering ConstructFrom: 
Trying to split cluster 1 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -32254.941406 Penalty: 1433.624390
	Iteration 0F: 2 clusters Score -32254.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -30942.876953 Penalty: 2867.248779
	Iteration 0F: 3 clusters Score -30942.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -31033.345703 Penalty: 2867.248779
	Iteration 1F: 3 clusters Score -31033.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31070.218750 Penalty: 2867.248779
	Iteration 2Q: 3 clusters Score -31070.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31079.027344 Penalty: 2867.248779
	Iteration 3Q: 3 clusters Score -31079.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31087.451172 Penalty: 2867.248779
	Iteration 4Q: 3 clusters Score -31087.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -31088.296875 Penalty: 2867.248779
	Iteration 5Q: 3 clusters Score -31088.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -31088.296875 Penalty: 2867.248779
	Iteration 6F: 3 clusters Score -31088.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -108658.406250 Penalty: 1709.375122
	Iteration 0F: 2 clusters Score -108658.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -106726.710938 Penalty: 3418.750244
	Iteration 0F: 3 clusters Score -106726.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -106991.500000 Penalty: 3418.750244
	Iteration 1F: 3 clusters Score -106991.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -107057.117188 Penalty: 3418.750244
	Iteration 2Q: 3 clusters Score -107057.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -107082.281250 Penalty: 3418.750244
	Iteration 3Q: 3 clusters Score -107082.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -107106.703125 Penalty: 3418.750244
	Iteration 4Q: 3 clusters Score -107106.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -107128.476562 Penalty: 3418.750244
	Iteration 5Q: 3 clusters Score -107128.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -107139.054688 Penalty: 3418.750244
	Iteration 6Q: 3 clusters Score -107139.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -107146.382812 Penalty: 3418.750244
	Iteration 7Q: 3 clusters Score -107146.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -107147.750000 Penalty: 3418.750244
	Iteration 8Q: 3 clusters Score -107147.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -107149.296875 Penalty: 3418.750244
	Iteration 9Q: 3 clusters Score -107149.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -107152.437500 Penalty: 3418.750244
	Iteration 10Q: 3 clusters Score -107152.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -107153.734375 Penalty: 3418.750244
	Iteration 11Q: 3 clusters Score -107153.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -107154.835938 Penalty: 3418.750244
	Iteration 12Q: 3 clusters Score -107154.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -107156.031250 Penalty: 3418.750244
	Iteration 13Q: 3 clusters Score -107156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -107156.031250 Penalty: 3418.750244
	Iteration 14F: 3 clusters Score -107156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -43997.398438 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -43997.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -42510.058594 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -42510.06 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -42766.960938 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -42766.96 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -42938.222656 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -42938.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -43102.972656 Penalty: 3077.460693
	Iteration 3F: 3 clusters Score -43102.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -43198.828125 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -43198.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -43273.738281 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -43273.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -43367.070312 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -43367.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -43435.234375 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -43435.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -43483.992188 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -43483.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -43543.671875 Penalty: 3077.460693
	Iteration 9Q: 3 clusters Score -43543.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -43622.105469 Penalty: 3077.460693
	Iteration 10Q: 3 clusters Score -43622.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43705.410156 Penalty: 3077.460693
	Iteration 11Q: 3 clusters Score -43705.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43727.765625 Penalty: 3077.460693
	Iteration 12Q: 3 clusters Score -43727.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -43740.789062 Penalty: 3077.460693
	Iteration 13Q: 3 clusters Score -43740.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -43743.449219 Penalty: 3077.460693
	Iteration 14Q: 3 clusters Score -43743.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -43743.449219 Penalty: 3077.460693
	Iteration 15F: 3 clusters Score -43743.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (58200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58200 members 
Entering Unmasked Estep 
Score: -5783838.000000 Penalty: 2720.966797
	Iteration 0F: 2 clusters Score -5783838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -5744786.500000 Penalty: 5441.933594
	Iteration 0F: 3 clusters Score -5744786 nChanged 27143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -5760606.500000 Penalty: 5441.933594
	Iteration 1F: 3 clusters Score -5760606 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -5761704.000000 Penalty: 5441.933594
	Iteration 2F: 3 clusters Score -5761704 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -5762920.000000 Penalty: 5441.933594
	Iteration 3F: 3 clusters Score -5762920 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -5764129.000000 Penalty: 5441.933594
	Iteration 4Q: 3 clusters Score -5764129 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -5765486.000000 Penalty: 5441.933594
	Iteration 5Q: 3 clusters Score -5765486 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -5766945.000000 Penalty: 5441.933594
	Iteration 6F: 3 clusters Score -5766945 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -5768582.000000 Penalty: 5441.933594
	Iteration 7F: 3 clusters Score -5768582 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -5770325.000000 Penalty: 5441.933594
	Iteration 8F: 3 clusters Score -5770325 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -5772365.500000 Penalty: 5441.933594
	Iteration 9F: 3 clusters Score -5772366 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -5774350.000000 Penalty: 5441.933594
	Iteration 10Q: 3 clusters Score -5774350 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -5776142.000000 Penalty: 5441.933594
	Iteration 11Q: 3 clusters Score -5776142 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -5777603.500000 Penalty: 5441.933594
	Iteration 12Q: 3 clusters Score -5777604 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50938 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -5778809.500000 Penalty: 5441.933594
	Iteration 13Q: 3 clusters Score -5778810 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52245 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -5779679.500000 Penalty: 5441.933594
	Iteration 14Q: 3 clusters Score -5779680 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -5780348.500000 Penalty: 5441.933594
	Iteration 15Q: 3 clusters Score -5780348 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -5780867.500000 Penalty: 5441.933594
	Iteration 16Q: 3 clusters Score -5780868 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54645 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -5781266.000000 Penalty: 5441.933594
	Iteration 17Q: 3 clusters Score -5781266 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55057 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -5781527.000000 Penalty: 5441.933594
	Iteration 18Q: 3 clusters Score -5781527 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55377 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -5781703.500000 Penalty: 5441.933594
	Iteration 19Q: 3 clusters Score -5781704 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55605 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -5781843.000000 Penalty: 5441.933594
	Iteration 20F: 3 clusters Score -5781843 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55767 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5781936.500000 Penalty: 5441.933594
	Iteration 21Q: 3 clusters Score -5781936 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55903 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -5781994.000000 Penalty: 5441.933594
	Iteration 22Q: 3 clusters Score -5781994 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55995 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -5782023.500000 Penalty: 5441.933594
	Iteration 23Q: 3 clusters Score -5782024 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56070 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -5782066.000000 Penalty: 5441.933594
	Iteration 24Q: 3 clusters Score -5782066 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56108 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -5782102.500000 Penalty: 5441.933594
	Iteration 25Q: 3 clusters Score -5782102 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56161 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -5782139.000000 Penalty: 5441.933594
	Iteration 26Q: 3 clusters Score -5782139 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56211 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -5782169.000000 Penalty: 5441.933594
	Iteration 27Q: 3 clusters Score -5782169 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56250 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -5782176.000000 Penalty: 5441.933594
	Iteration 28Q: 3 clusters Score -5782176 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56277 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5782176.500000 Penalty: 5441.933594
	Iteration 29Q: 3 clusters Score -5782176 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56308 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -5782180.000000 Penalty: 5441.933594
	Iteration 30Q: 3 clusters Score -5782180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56330 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -5782188.500000 Penalty: 5441.933594
	Iteration 31Q: 3 clusters Score -5782188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56349 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -5782215.000000 Penalty: 5441.933594
	Iteration 32Q: 3 clusters Score -5782215 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56361 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -5782231.500000 Penalty: 5441.933594
	Iteration 33Q: 3 clusters Score -5782232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56373 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5782228.500000 Penalty: 5441.933594
	Iteration 34Q: 3 clusters Score -5782228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56386 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -5782249.000000 Penalty: 5441.933594
	Iteration 35Q: 3 clusters Score -5782249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56403 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -5782262.000000 Penalty: 5441.933594
	Iteration 36Q: 3 clusters Score -5782262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56421 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5782252.500000 Penalty: 5441.933594
	Iteration 37Q: 3 clusters Score -5782252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56432 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5782258.500000 Penalty: 5441.933594
	Iteration 38Q: 3 clusters Score -5782258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56446 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5782253.500000 Penalty: 5441.933594
	Iteration 39Q: 3 clusters Score -5782254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56451 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -5782253.000000 Penalty: 5441.933594
	Iteration 40F: 3 clusters Score -5782253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56455 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -5782251.500000 Penalty: 5441.933594
	Iteration 41Q: 3 clusters Score -5782252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56460 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -5782250.000000 Penalty: 5441.933594
	Iteration 42Q: 3 clusters Score -5782250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56466 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -5782254.000000 Penalty: 5441.933594
	Iteration 43Q: 3 clusters Score -5782254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56469 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -5782251.000000 Penalty: 5441.933594
	Iteration 44Q: 3 clusters Score -5782251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56471 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -5782247.500000 Penalty: 5441.933594
	Iteration 45Q: 3 clusters Score -5782248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56473 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5782251.000000 Penalty: 5441.933594
	Iteration 46Q: 3 clusters Score -5782251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56474 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5782256.500000 Penalty: 5441.933594
	Iteration 47Q: 3 clusters Score -5782256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56474 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5782256.500000 Penalty: 5441.933594
	Iteration 48F: 3 clusters Score -5782256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Entering Unmasked Estep 
Score: -2365678.000000 Penalty: 2475.024902
	Iteration 0F: 2 clusters Score -2365678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2350698.000000 Penalty: 4950.049805
	Iteration 0F: 3 clusters Score -2350698 nChanged 9495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2355842.500000 Penalty: 4950.049805
	Iteration 1F: 3 clusters Score -2355842 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -2356470.500000 Penalty: 4950.049805
	Iteration 2F: 3 clusters Score -2356470 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2357296.250000 Penalty: 4950.049805
	Iteration 3F: 3 clusters Score -2357296 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2358351.750000 Penalty: 4950.049805
	Iteration 4F: 3 clusters Score -2358352 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2359614.500000 Penalty: 4950.049805
	Iteration 5F: 3 clusters Score -2359614 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -2360858.000000 Penalty: 4950.049805
	Iteration 6F: 3 clusters Score -2360858 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -2361798.500000 Penalty: 4950.049805
	Iteration 7F: 3 clusters Score -2361798 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -2362390.250000 Penalty: 4950.049805
	Iteration 8Q: 3 clusters Score -2362390 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -2362825.500000 Penalty: 4950.049805
	Iteration 9Q: 3 clusters Score -2362826 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -2363110.500000 Penalty: 4950.049805
	Iteration 10Q: 3 clusters Score -2363110 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2363317.250000 Penalty: 4950.049805
	Iteration 11Q: 3 clusters Score -2363317 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2363449.750000 Penalty: 4950.049805
	Iteration 12Q: 3 clusters Score -2363450 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2363562.000000 Penalty: 4950.049805
	Iteration 13Q: 3 clusters Score -2363562 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -2363669.750000 Penalty: 4950.049805
	Iteration 14Q: 3 clusters Score -2363670 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -2363771.500000 Penalty: 4950.049805
	Iteration 15Q: 3 clusters Score -2363772 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -2363847.000000 Penalty: 4950.049805
	Iteration 16Q: 3 clusters Score -2363847 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -2363937.750000 Penalty: 4950.049805
	Iteration 17Q: 3 clusters Score -2363938 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -2364030.250000 Penalty: 4950.049805
	Iteration 18Q: 3 clusters Score -2364030 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2364092.500000 Penalty: 4950.049805
	Iteration 19Q: 3 clusters Score -2364092 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -2364134.250000 Penalty: 4950.049805
	Iteration 20F: 3 clusters Score -2364134 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -2364156.500000 Penalty: 4950.049805
	Iteration 21Q: 3 clusters Score -2364156 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -2364174.250000 Penalty: 4950.049805
	Iteration 22Q: 3 clusters Score -2364174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -2364183.750000 Penalty: 4950.049805
	Iteration 23Q: 3 clusters Score -2364184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -2364191.250000 Penalty: 4950.049805
	Iteration 24Q: 3 clusters Score -2364191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -2364197.500000 Penalty: 4950.049805
	Iteration 25Q: 3 clusters Score -2364198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -2364206.250000 Penalty: 4950.049805
	Iteration 26Q: 3 clusters Score -2364206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -2364207.000000 Penalty: 4950.049805
	Iteration 27Q: 3 clusters Score -2364207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -2364210.000000 Penalty: 4950.049805
	Iteration 28Q: 3 clusters Score -2364210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2364211.750000 Penalty: 4950.049805
	Iteration 29Q: 3 clusters Score -2364212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -2364210.000000 Penalty: 4950.049805
	Iteration 30Q: 3 clusters Score -2364210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -2364215.250000 Penalty: 4950.049805
	Iteration 31Q: 3 clusters Score -2364215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -2364219.750000 Penalty: 4950.049805
	Iteration 32Q: 3 clusters Score -2364220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2364221.250000 Penalty: 4950.049805
	Iteration 33Q: 3 clusters Score -2364221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -2364220.500000 Penalty: 4950.049805
	Iteration 34Q: 3 clusters Score -2364220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -2364227.000000 Penalty: 4950.049805
	Iteration 35Q: 3 clusters Score -2364227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -2364229.750000 Penalty: 4950.049805
	Iteration 36Q: 3 clusters Score -2364230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -2364231.750000 Penalty: 4950.049805
	Iteration 37Q: 3 clusters Score -2364232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2364232.000000 Penalty: 4950.049805
	Iteration 38Q: 3 clusters Score -2364232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2364232.000000 Penalty: 4950.049805
	Iteration 39F: 3 clusters Score -2364232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Entering Unmasked Estep 
Score: -835125.562500 Penalty: 2219.989258
	Iteration 0F: 2 clusters Score -835125.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -828933.125000 Penalty: 4439.978516
	Iteration 0F: 3 clusters Score -828933.1 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -830673.125000 Penalty: 4439.978516
	Iteration 1F: 3 clusters Score -830673.1 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -831053.812500 Penalty: 4439.978516
	Iteration 2F: 3 clusters Score -831053.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -831368.125000 Penalty: 4439.978516
	Iteration 3F: 3 clusters Score -831368.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -831652.000000 Penalty: 4439.978516
	Iteration 4F: 3 clusters Score -831652 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -831879.687500 Penalty: 4439.978516
	Iteration 5Q: 3 clusters Score -831879.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -832035.750000 Penalty: 4439.978516
	Iteration 6Q: 3 clusters Score -832035.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -832143.812500 Penalty: 4439.978516
	Iteration 7Q: 3 clusters Score -832143.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -832237.875000 Penalty: 4439.978516
	Iteration 8Q: 3 clusters Score -832237.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -832329.625000 Penalty: 4439.978516
	Iteration 9Q: 3 clusters Score -832329.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -832426.625000 Penalty: 4439.978516
	Iteration 10Q: 3 clusters Score -832426.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -832515.000000 Penalty: 4439.978516
	Iteration 11Q: 3 clusters Score -832515 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -832601.812500 Penalty: 4439.978516
	Iteration 12Q: 3 clusters Score -832601.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -832687.812500 Penalty: 4439.978516
	Iteration 13Q: 3 clusters Score -832687.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -832757.125000 Penalty: 4439.978516
	Iteration 14Q: 3 clusters Score -832757.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -832833.437500 Penalty: 4439.978516
	Iteration 15Q: 3 clusters Score -832833.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -832902.875000 Penalty: 4439.978516
	Iteration 16Q: 3 clusters Score -832902.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -832960.875000 Penalty: 4439.978516
	Iteration 17Q: 3 clusters Score -832960.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -833010.125000 Penalty: 4439.978516
	Iteration 18Q: 3 clusters Score -833010.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -833051.125000 Penalty: 4439.978516
	Iteration 19Q: 3 clusters Score -833051.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -833092.625000 Penalty: 4439.978516
	Iteration 20F: 3 clusters Score -833092.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -833132.250000 Penalty: 4439.978516
	Iteration 21Q: 3 clusters Score -833132.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -833167.062500 Penalty: 4439.978516
	Iteration 22Q: 3 clusters Score -833167.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -833198.125000 Penalty: 4439.978516
	Iteration 23Q: 3 clusters Score -833198.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -833223.687500 Penalty: 4439.978516
	Iteration 24Q: 3 clusters Score -833223.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -833248.375000 Penalty: 4439.978516
	Iteration 25Q: 3 clusters Score -833248.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -833271.625000 Penalty: 4439.978516
	Iteration 26Q: 3 clusters Score -833271.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -833290.937500 Penalty: 4439.978516
	Iteration 27Q: 3 clusters Score -833290.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -833312.250000 Penalty: 4439.978516
	Iteration 28Q: 3 clusters Score -833312.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -833332.812500 Penalty: 4439.978516
	Iteration 29Q: 3 clusters Score -833332.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -833355.875000 Penalty: 4439.978516
	Iteration 30Q: 3 clusters Score -833355.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -833376.187500 Penalty: 4439.978516
	Iteration 31Q: 3 clusters Score -833376.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -833404.375000 Penalty: 4439.978516
	Iteration 32Q: 3 clusters Score -833404.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -833424.312500 Penalty: 4439.978516
	Iteration 33Q: 3 clusters Score -833424.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -833444.375000 Penalty: 4439.978516
	Iteration 34Q: 3 clusters Score -833444.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -833461.250000 Penalty: 4439.978516
	Iteration 35Q: 3 clusters Score -833461.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -833485.500000 Penalty: 4439.978516
	Iteration 36Q: 3 clusters Score -833485.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -833507.375000 Penalty: 4439.978516
	Iteration 37Q: 3 clusters Score -833507.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -833525.687500 Penalty: 4439.978516
	Iteration 38Q: 3 clusters Score -833525.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -833541.125000 Penalty: 4439.978516
	Iteration 39Q: 3 clusters Score -833541.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -833550.312500 Penalty: 4439.978516
	Iteration 40F: 3 clusters Score -833550.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -833561.000000 Penalty: 4439.978516
	Iteration 41Q: 3 clusters Score -833561 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -833570.125000 Penalty: 4439.978516
	Iteration 42Q: 3 clusters Score -833570.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -833583.812500 Penalty: 4439.978516
	Iteration 43Q: 3 clusters Score -833583.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -833599.437500 Penalty: 4439.978516
	Iteration 44Q: 3 clusters Score -833599.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -833621.875000 Penalty: 4439.978516
	Iteration 45Q: 3 clusters Score -833621.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -833639.125000 Penalty: 4439.978516
	Iteration 46Q: 3 clusters Score -833639.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -833654.750000 Penalty: 4439.978516
	Iteration 47Q: 3 clusters Score -833654.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -833674.000000 Penalty: 4439.978516
	Iteration 48Q: 3 clusters Score -833674 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -833692.750000 Penalty: 4439.978516
	Iteration 49Q: 3 clusters Score -833692.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -833715.312500 Penalty: 4439.978516
	Iteration 50Q: 3 clusters Score -833715.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -833735.875000 Penalty: 4439.978516
	Iteration 51Q: 3 clusters Score -833735.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -833756.312500 Penalty: 4439.978516
	Iteration 52Q: 3 clusters Score -833756.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -833776.375000 Penalty: 4439.978516
	Iteration 53Q: 3 clusters Score -833776.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -833790.750000 Penalty: 4439.978516
	Iteration 54Q: 3 clusters Score -833790.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -833802.312500 Penalty: 4439.978516
	Iteration 55Q: 3 clusters Score -833802.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -833810.437500 Penalty: 4439.978516
	Iteration 56Q: 3 clusters Score -833810.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -833814.187500 Penalty: 4439.978516
	Iteration 57Q: 3 clusters Score -833814.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -833817.562500 Penalty: 4439.978516
	Iteration 58Q: 3 clusters Score -833817.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -833816.187500 Penalty: 4439.978516
	Iteration 59Q: 3 clusters Score -833816.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -833819.062500 Penalty: 4439.978516
	Iteration 60F: 3 clusters Score -833819.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -833820.375000 Penalty: 4439.978516
	Iteration 61Q: 3 clusters Score -833820.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -833822.500000 Penalty: 4439.978516
	Iteration 62Q: 3 clusters Score -833822.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -833826.562500 Penalty: 4439.978516
	Iteration 63Q: 3 clusters Score -833826.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -833828.937500 Penalty: 4439.978516
	Iteration 64Q: 3 clusters Score -833828.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -833832.062500 Penalty: 4439.978516
	Iteration 65Q: 3 clusters Score -833832.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -833834.625000 Penalty: 4439.978516
	Iteration 66Q: 3 clusters Score -833834.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -833835.187500 Penalty: 4439.978516
	Iteration 67Q: 3 clusters Score -833835.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -833835.562500 Penalty: 4439.978516
	Iteration 68Q: 3 clusters Score -833835.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -833836.625000 Penalty: 4439.978516
	Iteration 69Q: 3 clusters Score -833836.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -833838.125000 Penalty: 4439.978516
	Iteration 70Q: 3 clusters Score -833838.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -833838.375000 Penalty: 4439.978516
	Iteration 71Q: 3 clusters Score -833838.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -833840.062500 Penalty: 4439.978516
	Iteration 72Q: 3 clusters Score -833840.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -833838.875000 Penalty: 4439.978516
	Iteration 73Q: 3 clusters Score -833838.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -833839.812500 Penalty: 4439.978516
	Iteration 74Q: 3 clusters Score -833839.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -833839.562500 Penalty: 4439.978516
	Iteration 75Q: 3 clusters Score -833839.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -833840.687500 Penalty: 4439.978516
	Iteration 76Q: 3 clusters Score -833840.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -833840.125000 Penalty: 4439.978516
	Iteration 77Q: 3 clusters Score -833840.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -833843.375000 Penalty: 4439.978516
	Iteration 78Q: 3 clusters Score -833843.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -833843.812500 Penalty: 4439.978516
	Iteration 79Q: 3 clusters Score -833843.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -833844.937500 Penalty: 4439.978516
	Iteration 80F: 3 clusters Score -833844.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -833845.812500 Penalty: 4439.978516
	Iteration 81Q: 3 clusters Score -833845.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -833848.000000 Penalty: 4439.978516
	Iteration 82Q: 3 clusters Score -833848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -833849.000000 Penalty: 4439.978516
	Iteration 83Q: 3 clusters Score -833849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -833848.812500 Penalty: 4439.978516
	Iteration 84Q: 3 clusters Score -833848.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -833848.125000 Penalty: 4439.978516
	Iteration 85Q: 3 clusters Score -833848.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -833848.125000 Penalty: 4439.978516
	Iteration 86F: 3 clusters Score -833848.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Entering Unmasked Estep 
Score: -188579.859375 Penalty: 1869.282593
	Iteration 0F: 2 clusters Score -188579.9 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 907 members 
Entering Unmasked Estep 
Score: -186054.343750 Penalty: 3738.565186
	Iteration 0F: 3 clusters Score -186054.3 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -186483.843750 Penalty: 3738.565186
	Iteration 1F: 3 clusters Score -186483.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -186619.156250 Penalty: 3738.565186
	Iteration 2F: 3 clusters Score -186619.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -186690.828125 Penalty: 3738.565186
	Iteration 3Q: 3 clusters Score -186690.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -186739.390625 Penalty: 3738.565186
	Iteration 4Q: 3 clusters Score -186739.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -186776.718750 Penalty: 3738.565186
	Iteration 5Q: 3 clusters Score -186776.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -186809.765625 Penalty: 3738.565186
	Iteration 6Q: 3 clusters Score -186809.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -186829.312500 Penalty: 3738.565186
	Iteration 7Q: 3 clusters Score -186829.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -186848.812500 Penalty: 3738.565186
	Iteration 8Q: 3 clusters Score -186848.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -186858.281250 Penalty: 3738.565186
	Iteration 9Q: 3 clusters Score -186858.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -186865.703125 Penalty: 3738.565186
	Iteration 10Q: 3 clusters Score -186865.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -186875.046875 Penalty: 3738.565186
	Iteration 11Q: 3 clusters Score -186875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -186893.156250 Penalty: 3738.565186
	Iteration 12Q: 3 clusters Score -186893.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -186924.375000 Penalty: 3738.565186
	Iteration 13Q: 3 clusters Score -186924.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -186942.390625 Penalty: 3738.565186
	Iteration 14Q: 3 clusters Score -186942.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -186958.140625 Penalty: 3738.565186
	Iteration 15Q: 3 clusters Score -186958.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -186970.328125 Penalty: 3738.565186
	Iteration 16Q: 3 clusters Score -186970.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -186983.406250 Penalty: 3738.565186
	Iteration 17Q: 3 clusters Score -186983.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -186993.171875 Penalty: 3738.565186
	Iteration 18Q: 3 clusters Score -186993.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -186997.796875 Penalty: 3738.565186
	Iteration 19Q: 3 clusters Score -186997.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -187002.250000 Penalty: 3738.565186
	Iteration 20F: 3 clusters Score -187002.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -187009.468750 Penalty: 3738.565186
	Iteration 21Q: 3 clusters Score -187009.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -187016.750000 Penalty: 3738.565186
	Iteration 22Q: 3 clusters Score -187016.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -187023.078125 Penalty: 3738.565186
	Iteration 23Q: 3 clusters Score -187023.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -187024.468750 Penalty: 3738.565186
	Iteration 24Q: 3 clusters Score -187024.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -187029.328125 Penalty: 3738.565186
	Iteration 25Q: 3 clusters Score -187029.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -187030.921875 Penalty: 3738.565186
	Iteration 26Q: 3 clusters Score -187030.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -187032.843750 Penalty: 3738.565186
	Iteration 27Q: 3 clusters Score -187032.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -187036.843750 Penalty: 3738.565186
	Iteration 28Q: 3 clusters Score -187036.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -187039.578125 Penalty: 3738.565186
	Iteration 29Q: 3 clusters Score -187039.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -187040.046875 Penalty: 3738.565186
	Iteration 30Q: 3 clusters Score -187040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -187041.015625 Penalty: 3738.565186
	Iteration 31Q: 3 clusters Score -187041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -187047.328125 Penalty: 3738.565186
	Iteration 32Q: 3 clusters Score -187047.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -187058.515625 Penalty: 3738.565186
	Iteration 33Q: 3 clusters Score -187058.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -187076.125000 Penalty: 3738.565186
	Iteration 34Q: 3 clusters Score -187076.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -187090.203125 Penalty: 3738.565186
	Iteration 35Q: 3 clusters Score -187090.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -187096.343750 Penalty: 3738.565186
	Iteration 36Q: 3 clusters Score -187096.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -187100.031250 Penalty: 3738.565186
	Iteration 37Q: 3 clusters Score -187100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -187101.078125 Penalty: 3738.565186
	Iteration 38Q: 3 clusters Score -187101.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -187101.531250 Penalty: 3738.565186
	Iteration 39Q: 3 clusters Score -187101.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -187102.140625 Penalty: 3738.565186
	Iteration 40F: 3 clusters Score -187102.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Entering Unmasked Estep 
Score: -404479.812500 Penalty: 2169.146240
	Iteration 0F: 2 clusters Score -404479.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -399193.031250 Penalty: 4338.292480
	Iteration 0F: 3 clusters Score -399193 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -400863.093750 Penalty: 4338.292480
	Iteration 1F: 3 clusters Score -400863.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -401355.500000 Penalty: 4338.292480
	Iteration 2F: 3 clusters Score -401355.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -401762.625000 Penalty: 4338.292480
	Iteration 3F: 3 clusters Score -401762.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -402079.531250 Penalty: 4338.292480
	Iteration 4F: 3 clusters Score -402079.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -402330.281250 Penalty: 4338.292480
	Iteration 5F: 3 clusters Score -402330.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -402504.500000 Penalty: 4338.292480
	Iteration 6Q: 3 clusters Score -402504.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -402645.187500 Penalty: 4338.292480
	Iteration 7Q: 3 clusters Score -402645.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -402775.375000 Penalty: 4338.292480
	Iteration 8Q: 3 clusters Score -402775.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -402890.781250 Penalty: 4338.292480
	Iteration 9Q: 3 clusters Score -402890.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -402970.468750 Penalty: 4338.292480
	Iteration 10Q: 3 clusters Score -402970.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -403039.125000 Penalty: 4338.292480
	Iteration 11Q: 3 clusters Score -403039.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -403085.468750 Penalty: 4338.292480
	Iteration 12Q: 3 clusters Score -403085.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -403117.125000 Penalty: 4338.292480
	Iteration 13Q: 3 clusters Score -403117.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -403150.656250 Penalty: 4338.292480
	Iteration 14Q: 3 clusters Score -403150.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -403188.250000 Penalty: 4338.292480
	Iteration 15Q: 3 clusters Score -403188.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -403230.062500 Penalty: 4338.292480
	Iteration 16Q: 3 clusters Score -403230.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -403280.875000 Penalty: 4338.292480
	Iteration 17Q: 3 clusters Score -403280.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -403330.968750 Penalty: 4338.292480
	Iteration 18Q: 3 clusters Score -403331 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -403369.437500 Penalty: 4338.292480
	Iteration 19Q: 3 clusters Score -403369.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -403400.718750 Penalty: 4338.292480
	Iteration 20F: 3 clusters Score -403400.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -403428.218750 Penalty: 4338.292480
	Iteration 21Q: 3 clusters Score -403428.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -403454.000000 Penalty: 4338.292480
	Iteration 22Q: 3 clusters Score -403454 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -403477.500000 Penalty: 4338.292480
	Iteration 23Q: 3 clusters Score -403477.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -403490.187500 Penalty: 4338.292480
	Iteration 24Q: 3 clusters Score -403490.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -403502.093750 Penalty: 4338.292480
	Iteration 25Q: 3 clusters Score -403502.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -403512.937500 Penalty: 4338.292480
	Iteration 26Q: 3 clusters Score -403512.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -403522.875000 Penalty: 4338.292480
	Iteration 27Q: 3 clusters Score -403522.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -403530.656250 Penalty: 4338.292480
	Iteration 28Q: 3 clusters Score -403530.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -403542.343750 Penalty: 4338.292480
	Iteration 29Q: 3 clusters Score -403542.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -403548.968750 Penalty: 4338.292480
	Iteration 30Q: 3 clusters Score -403549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -403553.000000 Penalty: 4338.292480
	Iteration 31Q: 3 clusters Score -403553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -403555.281250 Penalty: 4338.292480
	Iteration 32Q: 3 clusters Score -403555.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -403559.968750 Penalty: 4338.292480
	Iteration 33Q: 3 clusters Score -403560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -403562.625000 Penalty: 4338.292480
	Iteration 34Q: 3 clusters Score -403562.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -403566.250000 Penalty: 4338.292480
	Iteration 35Q: 3 clusters Score -403566.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -403567.593750 Penalty: 4338.292480
	Iteration 36Q: 3 clusters Score -403567.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -403570.000000 Penalty: 4338.292480
	Iteration 37Q: 3 clusters Score -403570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -403573.375000 Penalty: 4338.292480
	Iteration 38Q: 3 clusters Score -403573.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -403579.531250 Penalty: 4338.292480
	Iteration 39Q: 3 clusters Score -403579.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -403585.125000 Penalty: 4338.292480
	Iteration 40F: 3 clusters Score -403585.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -403592.562500 Penalty: 4338.292480
	Iteration 41Q: 3 clusters Score -403592.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -403598.718750 Penalty: 4338.292480
	Iteration 42Q: 3 clusters Score -403598.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -403603.062500 Penalty: 4338.292480
	Iteration 43Q: 3 clusters Score -403603.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -403607.062500 Penalty: 4338.292480
	Iteration 44Q: 3 clusters Score -403607.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -403609.500000 Penalty: 4338.292480
	Iteration 45Q: 3 clusters Score -403609.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -403613.937500 Penalty: 4338.292480
	Iteration 46Q: 3 clusters Score -403613.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -403622.250000 Penalty: 4338.292480
	Iteration 47Q: 3 clusters Score -403622.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -403629.718750 Penalty: 4338.292480
	Iteration 48Q: 3 clusters Score -403629.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -403640.968750 Penalty: 4338.292480
	Iteration 49Q: 3 clusters Score -403641 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -403650.156250 Penalty: 4338.292480
	Iteration 50Q: 3 clusters Score -403650.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -403667.812500 Penalty: 4338.292480
	Iteration 51Q: 3 clusters Score -403667.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -403696.687500 Penalty: 4338.292480
	Iteration 52Q: 3 clusters Score -403696.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -403722.062500 Penalty: 4338.292480
	Iteration 53Q: 3 clusters Score -403722.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -403739.500000 Penalty: 4338.292480
	Iteration 54Q: 3 clusters Score -403739.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -403752.750000 Penalty: 4338.292480
	Iteration 55Q: 3 clusters Score -403752.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -403765.062500 Penalty: 4338.292480
	Iteration 56Q: 3 clusters Score -403765.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -403777.656250 Penalty: 4338.292480
	Iteration 57Q: 3 clusters Score -403777.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -403795.250000 Penalty: 4338.292480
	Iteration 58Q: 3 clusters Score -403795.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -403808.406250 Penalty: 4338.292480
	Iteration 59Q: 3 clusters Score -403808.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -403821.968750 Penalty: 4338.292480
	Iteration 60F: 3 clusters Score -403822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -403840.500000 Penalty: 4338.292480
	Iteration 61Q: 3 clusters Score -403840.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -403855.968750 Penalty: 4338.292480
	Iteration 62Q: 3 clusters Score -403856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -403874.875000 Penalty: 4338.292480
	Iteration 63Q: 3 clusters Score -403874.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -403887.218750 Penalty: 4338.292480
	Iteration 64Q: 3 clusters Score -403887.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -403898.593750 Penalty: 4338.292480
	Iteration 65Q: 3 clusters Score -403898.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -403916.250000 Penalty: 4338.292480
	Iteration 66Q: 3 clusters Score -403916.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -403933.843750 Penalty: 4338.292480
	Iteration 67Q: 3 clusters Score -403933.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -403945.531250 Penalty: 4338.292480
	Iteration 68Q: 3 clusters Score -403945.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -403956.093750 Penalty: 4338.292480
	Iteration 69Q: 3 clusters Score -403956.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -403964.093750 Penalty: 4338.292480
	Iteration 70Q: 3 clusters Score -403964.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -403971.062500 Penalty: 4338.292480
	Iteration 71Q: 3 clusters Score -403971.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -403976.937500 Penalty: 4338.292480
	Iteration 72Q: 3 clusters Score -403976.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -403986.750000 Penalty: 4338.292480
	Iteration 73Q: 3 clusters Score -403986.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -403995.750000 Penalty: 4338.292480
	Iteration 74Q: 3 clusters Score -403995.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -404009.843750 Penalty: 4338.292480
	Iteration 75Q: 3 clusters Score -404009.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -404017.187500 Penalty: 4338.292480
	Iteration 76Q: 3 clusters Score -404017.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -404026.562500 Penalty: 4338.292480
	Iteration 77Q: 3 clusters Score -404026.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -404031.593750 Penalty: 4338.292480
	Iteration 78Q: 3 clusters Score -404031.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -404035.406250 Penalty: 4338.292480
	Iteration 79Q: 3 clusters Score -404035.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -404039.500000 Penalty: 4338.292480
	Iteration 80F: 3 clusters Score -404039.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -404044.718750 Penalty: 4338.292480
	Iteration 81Q: 3 clusters Score -404044.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -404047.968750 Penalty: 4338.292480
	Iteration 82Q: 3 clusters Score -404048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -404049.750000 Penalty: 4338.292480
	Iteration 83Q: 3 clusters Score -404049.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -404053.843750 Penalty: 4338.292480
	Iteration 84Q: 3 clusters Score -404053.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -404056.031250 Penalty: 4338.292480
	Iteration 85Q: 3 clusters Score -404056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -404055.593750 Penalty: 4338.292480
	Iteration 86Q: 3 clusters Score -404055.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -404058.500000 Penalty: 4338.292480
	Iteration 87Q: 3 clusters Score -404058.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -404061.468750 Penalty: 4338.292480
	Iteration 88Q: 3 clusters Score -404061.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -404064.625000 Penalty: 4338.292480
	Iteration 89Q: 3 clusters Score -404064.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -404068.343750 Penalty: 4338.292480
	Iteration 90Q: 3 clusters Score -404068.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -404070.531250 Penalty: 4338.292480
	Iteration 91Q: 3 clusters Score -404070.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -404074.156250 Penalty: 4338.292480
	Iteration 92Q: 3 clusters Score -404074.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -404075.656250 Penalty: 4338.292480
	Iteration 93Q: 3 clusters Score -404075.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -404077.468750 Penalty: 4338.292480
	Iteration 94Q: 3 clusters Score -404077.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -404078.000000 Penalty: 4338.292480
	Iteration 95Q: 3 clusters Score -404078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -404080.937500 Penalty: 4338.292480
	Iteration 96Q: 3 clusters Score -404080.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -404079.437500 Penalty: 4338.292480
	Iteration 97Q: 3 clusters Score -404079.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -404080.156250 Penalty: 4338.292480
	Iteration 98Q: 3 clusters Score -404080.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -404080.156250 Penalty: 4338.292480
	Iteration 99F: 3 clusters Score -404080.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -70694.570312 Penalty: 1630.272583
	Iteration 0F: 2 clusters Score -70694.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -68959.320312 Penalty: 3260.545166
	Iteration 0F: 3 clusters Score -68959.32 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -69242.476562 Penalty: 3260.545166
	Iteration 1F: 3 clusters Score -69242.48 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -69330.421875 Penalty: 3260.545166
	Iteration 2F: 3 clusters Score -69330.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -69380.859375 Penalty: 3260.545166
	Iteration 3Q: 3 clusters Score -69380.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -69416.117188 Penalty: 3260.545166
	Iteration 4Q: 3 clusters Score -69416.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -69435.156250 Penalty: 3260.545166
	Iteration 5Q: 3 clusters Score -69435.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -69445.070312 Penalty: 3260.545166
	Iteration 6Q: 3 clusters Score -69445.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -69450.414062 Penalty: 3260.545166
	Iteration 7Q: 3 clusters Score -69450.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69454.156250 Penalty: 3260.545166
	Iteration 8Q: 3 clusters Score -69454.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -69456.617188 Penalty: 3260.545166
	Iteration 9Q: 3 clusters Score -69456.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -69456.617188 Penalty: 3260.545166
	Iteration 10F: 3 clusters Score -69456.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (90184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90184 members 
Entering Unmasked Estep 
Score: -9835260.000000 Penalty: 2829.582520
	Iteration 0F: 2 clusters Score -9835260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -9774605.000000 Penalty: 5659.165039
	Iteration 0F: 3 clusters Score -9774605 nChanged 42647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41863 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -9798844.000000 Penalty: 5659.165039
	Iteration 1F: 3 clusters Score -9798844 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 50381 members 
Entering Unmasked Estep 
Score: -9799966.000000 Penalty: 5659.165039
	Iteration 2Q: 3 clusters Score -9799966 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 53478 members 
Entering Unmasked Estep 
Score: -9801425.000000 Penalty: 5659.165039
	Iteration 3Q: 3 clusters Score -9801425 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 57965 members 
Entering Unmasked Estep 
Score: -9803953.000000 Penalty: 5659.165039
	Iteration 4F: 3 clusters Score -9803953 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 64073 members 
Entering Unmasked Estep 
Score: -9808120.000000 Penalty: 5659.165039
	Iteration 5F: 3 clusters Score -9808120 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 71710 members 
Entering Unmasked Estep 
Score: -9814676.000000 Penalty: 5659.165039
	Iteration 6F: 3 clusters Score -9814676 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 79491 members 
Entering Unmasked Estep 
Score: -9822359.000000 Penalty: 5659.165039
	Iteration 7F: 3 clusters Score -9822359 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 85328 members 
Entering Unmasked Estep 
Score: -9828339.000000 Penalty: 5659.165039
	Iteration 8F: 3 clusters Score -9828339 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 88229 members 
Entering Unmasked Estep 
Score: -9831130.000000 Penalty: 5659.165039
	Iteration 9Q: 3 clusters Score -9831130 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 89275 members 
Entering Unmasked Estep 
Score: -9832127.000000 Penalty: 5659.165039
	Iteration 10Q: 3 clusters Score -9832127 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 89615 members 
Entering Unmasked Estep 
Score: -9832505.000000 Penalty: 5659.165039
	Iteration 11Q: 3 clusters Score -9832505 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 89723 members 
Entering Unmasked Estep 
Score: -9832658.000000 Penalty: 5659.165039
	Iteration 12Q: 3 clusters Score -9832658 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 89760 members 
Entering Unmasked Estep 
Score: -9832723.000000 Penalty: 5659.165039
	Iteration 13Q: 3 clusters Score -9832723 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 89782 members 
Entering Unmasked Estep 
Score: -9832788.000000 Penalty: 5659.165039
	Iteration 14Q: 3 clusters Score -9832788 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 89795 members 
Entering Unmasked Estep 
Score: -9832823.000000 Penalty: 5659.165039
	Iteration 15Q: 3 clusters Score -9832823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 89800 members 
Entering Unmasked Estep 
Score: -9832852.000000 Penalty: 5659.165039
	Iteration 16Q: 3 clusters Score -9832852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 89805 members 
Entering Unmasked Estep 
Score: -9832868.000000 Penalty: 5659.165039
	Iteration 17Q: 3 clusters Score -9832868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 89812 members 
Entering Unmasked Estep 
Score: -9832883.000000 Penalty: 5659.165039
	Iteration 18Q: 3 clusters Score -9832883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 89817 members 
Entering Unmasked Estep 
Score: -9832884.000000 Penalty: 5659.165039
	Iteration 19Q: 3 clusters Score -9832884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 89819 members 
Entering Unmasked Estep 
Score: -9832889.000000 Penalty: 5659.165039
	Iteration 20F: 3 clusters Score -9832889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 89819 members 
Entering Unmasked Estep 
Score: -9832891.000000 Penalty: 5659.165039
	Iteration 21Q: 3 clusters Score -9832891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 89821 members 
Entering Unmasked Estep 
Score: -9832895.000000 Penalty: 5659.165039
	Iteration 22Q: 3 clusters Score -9832895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 89823 members 
Entering Unmasked Estep 
Score: -9832904.000000 Penalty: 5659.165039
	Iteration 23Q: 3 clusters Score -9832904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 89822 members 
Entering Unmasked Estep 
Score: -9832905.000000 Penalty: 5659.165039
	Iteration 24Q: 3 clusters Score -9832905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 89823 members 
Entering Unmasked Estep 
Score: -9832906.000000 Penalty: 5659.165039
	Iteration 25Q: 3 clusters Score -9832906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 89823 members 
Entering Unmasked Estep 
Score: -9832912.000000 Penalty: 5659.165039
	Iteration 26Q: 3 clusters Score -9832912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 89823 members 
Entering Unmasked Estep 
Score: -9832912.000000 Penalty: 5659.165039
	Iteration 27F: 3 clusters Score -9832912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Entering Unmasked Estep 
Score: -850111.812500 Penalty: 2315.350830
	Iteration 0F: 2 clusters Score -850111.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -841596.312500 Penalty: 4630.701660
	Iteration 0F: 3 clusters Score -841596.3 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -844314.000000 Penalty: 4630.701660
	Iteration 1F: 3 clusters Score -844314 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -845283.812500 Penalty: 4630.701660
	Iteration 2F: 3 clusters Score -845283.8 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -846437.937500 Penalty: 4630.701660
	Iteration 3F: 3 clusters Score -846437.9 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -847623.437500 Penalty: 4630.701660
	Iteration 4F: 3 clusters Score -847623.4 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -848492.375000 Penalty: 4630.701660
	Iteration 5F: 3 clusters Score -848492.4 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -849085.187500 Penalty: 4630.701660
	Iteration 6F: 3 clusters Score -849085.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -849471.937500 Penalty: 4630.701660
	Iteration 7Q: 3 clusters Score -849471.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -849725.437500 Penalty: 4630.701660
	Iteration 8Q: 3 clusters Score -849725.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -849873.375000 Penalty: 4630.701660
	Iteration 9Q: 3 clusters Score -849873.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -849963.562500 Penalty: 4630.701660
	Iteration 10Q: 3 clusters Score -849963.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -850030.812500 Penalty: 4630.701660
	Iteration 11Q: 3 clusters Score -850030.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -850089.250000 Penalty: 4630.701660
	Iteration 12Q: 3 clusters Score -850089.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -850138.312500 Penalty: 4630.701660
	Iteration 13Q: 3 clusters Score -850138.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -850180.812500 Penalty: 4630.701660
	Iteration 14Q: 3 clusters Score -850180.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -850202.812500 Penalty: 4630.701660
	Iteration 15Q: 3 clusters Score -850202.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -850221.250000 Penalty: 4630.701660
	Iteration 16Q: 3 clusters Score -850221.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -850243.687500 Penalty: 4630.701660
	Iteration 17Q: 3 clusters Score -850243.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -850261.937500 Penalty: 4630.701660
	Iteration 18Q: 3 clusters Score -850261.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -850279.937500 Penalty: 4630.701660
	Iteration 19Q: 3 clusters Score -850279.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -850297.250000 Penalty: 4630.701660
	Iteration 20F: 3 clusters Score -850297.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -850312.000000 Penalty: 4630.701660
	Iteration 21Q: 3 clusters Score -850312 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -850323.312500 Penalty: 4630.701660
	Iteration 22Q: 3 clusters Score -850323.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -850332.625000 Penalty: 4630.701660
	Iteration 23Q: 3 clusters Score -850332.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -850344.937500 Penalty: 4630.701660
	Iteration 24Q: 3 clusters Score -850344.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -850355.875000 Penalty: 4630.701660
	Iteration 25Q: 3 clusters Score -850355.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -850367.250000 Penalty: 4630.701660
	Iteration 26Q: 3 clusters Score -850367.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -850372.000000 Penalty: 4630.701660
	Iteration 27Q: 3 clusters Score -850372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -850379.187500 Penalty: 4630.701660
	Iteration 28Q: 3 clusters Score -850379.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -850381.750000 Penalty: 4630.701660
	Iteration 29Q: 3 clusters Score -850381.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -850382.750000 Penalty: 4630.701660
	Iteration 30Q: 3 clusters Score -850382.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -850386.812500 Penalty: 4630.701660
	Iteration 31Q: 3 clusters Score -850386.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -850383.187500 Penalty: 4630.701660
	Iteration 32Q: 3 clusters Score -850383.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -850382.562500 Penalty: 4630.701660
	Iteration 33Q: 3 clusters Score -850382.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -850385.187500 Penalty: 4630.701660
	Iteration 34Q: 3 clusters Score -850385.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -850386.000000 Penalty: 4630.701660
	Iteration 35Q: 3 clusters Score -850386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -850388.250000 Penalty: 4630.701660
	Iteration 36Q: 3 clusters Score -850388.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -850387.875000 Penalty: 4630.701660
	Iteration 37Q: 3 clusters Score -850387.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -850388.562500 Penalty: 4630.701660
	Iteration 38Q: 3 clusters Score -850388.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -850388.562500 Penalty: 4630.701660
	Iteration 39F: 3 clusters Score -850388.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58200 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 6289 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 2883 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 6717 members 
Mstep: Class 14 contains 4624 members 
Mstep: Class 15 contains 10317 members 
Mstep: Class 16 contains 16275 members 
Mstep: Class 17 contains 4823 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28748 members 
Mstep: Class 20 contains 10247 members 
Mstep: Class 21 contains 14431 members 
Mstep: Class 22 contains 10165 members 
Mstep: Class 23 contains 26897 members 
Mstep: Class 24 contains 12373 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 18191 members 
Mstep: Class 31 contains 16568 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4656 members 
Mstep: Class 35 contains 12157 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 20183 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8843 members 
Mstep: Class 40 contains 3299 members 
Mstep: Class 41 contains 16741 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7385 members 
Mstep: Class 45 contains 5293 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6032 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16164 members 
Mstep: Class 50 contains 14471 members 
Mstep: Class 51 contains 4633 members 
Mstep: Class 52 contains 3355 members 
Mstep: Class 53 contains 16661 members 
Mstep: Class 54 contains 13766 members 
Mstep: Class 55 contains 8457 members 
Entering Unmasked Estep 
Score: -64770644.000000 Penalty: 182530.078125
Splitting cluster 11 changes total score from -64771176.000000 to -64770644.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (31255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Entering Unmasked Estep 
Score: -3382736.250000 Penalty: 2566.783691
	Iteration 0F: 2 clusters Score -3382736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -3361399.250000 Penalty: 5133.567383
	Iteration 0F: 3 clusters Score -3361399 nChanged 14091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -3369374.250000 Penalty: 5133.567383
	Iteration 1F: 3 clusters Score -3369374 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -3370085.250000 Penalty: 5133.567383
	Iteration 2F: 3 clusters Score -3370085 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -3370818.000000 Penalty: 5133.567383
	Iteration 3F: 3 clusters Score -3370818 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -3371620.000000 Penalty: 5133.567383
	Iteration 4F: 3 clusters Score -3371620 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -3372533.000000 Penalty: 5133.567383
	Iteration 5F: 3 clusters Score -3372533 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -3373613.000000 Penalty: 5133.567383
	Iteration 6F: 3 clusters Score -3373613 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -3374653.000000 Penalty: 5133.567383
	Iteration 7F: 3 clusters Score -3374653 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -3375561.750000 Penalty: 5133.567383
	Iteration 8F: 3 clusters Score -3375562 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -3376365.500000 Penalty: 5133.567383
	Iteration 9Q: 3 clusters Score -3376366 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -3377007.500000 Penalty: 5133.567383
	Iteration 10Q: 3 clusters Score -3377008 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -3377658.000000 Penalty: 5133.567383
	Iteration 11Q: 3 clusters Score -3377658 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -3378274.750000 Penalty: 5133.567383
	Iteration 12Q: 3 clusters Score -3378275 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -3378768.250000 Penalty: 5133.567383
	Iteration 13Q: 3 clusters Score -3378768 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -3379116.750000 Penalty: 5133.567383
	Iteration 14Q: 3 clusters Score -3379117 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -3379339.750000 Penalty: 5133.567383
	Iteration 15Q: 3 clusters Score -3379340 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -3379460.750000 Penalty: 5133.567383
	Iteration 16Q: 3 clusters Score -3379461 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -3379517.500000 Penalty: 5133.567383
	Iteration 17Q: 3 clusters Score -3379518 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -3379602.250000 Penalty: 5133.567383
	Iteration 18Q: 3 clusters Score -3379602 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -3379688.500000 Penalty: 5133.567383
	Iteration 19Q: 3 clusters Score -3379688 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -3379765.500000 Penalty: 5133.567383
	Iteration 20F: 3 clusters Score -3379766 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -3379833.500000 Penalty: 5133.567383
	Iteration 21Q: 3 clusters Score -3379834 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -3379918.250000 Penalty: 5133.567383
	Iteration 22Q: 3 clusters Score -3379918 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -3379996.500000 Penalty: 5133.567383
	Iteration 23Q: 3 clusters Score -3379996 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -3380066.250000 Penalty: 5133.567383
	Iteration 24Q: 3 clusters Score -3380066 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -3380151.750000 Penalty: 5133.567383
	Iteration 25Q: 3 clusters Score -3380152 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -3380245.250000 Penalty: 5133.567383
	Iteration 26Q: 3 clusters Score -3380245 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -3380307.000000 Penalty: 5133.567383
	Iteration 27Q: 3 clusters Score -3380307 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -3380391.500000 Penalty: 5133.567383
	Iteration 28Q: 3 clusters Score -3380392 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -3380468.250000 Penalty: 5133.567383
	Iteration 29Q: 3 clusters Score -3380468 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -3380545.750000 Penalty: 5133.567383
	Iteration 30Q: 3 clusters Score -3380546 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -3380609.500000 Penalty: 5133.567383
	Iteration 31Q: 3 clusters Score -3380610 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3380665.500000 Penalty: 5133.567383
	Iteration 32Q: 3 clusters Score -3380666 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -3380727.250000 Penalty: 5133.567383
	Iteration 33Q: 3 clusters Score -3380727 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3380781.750000 Penalty: 5133.567383
	Iteration 34Q: 3 clusters Score -3380782 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3380808.250000 Penalty: 5133.567383
	Iteration 35Q: 3 clusters Score -3380808 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3380846.500000 Penalty: 5133.567383
	Iteration 36Q: 3 clusters Score -3380846 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3380863.750000 Penalty: 5133.567383
	Iteration 37Q: 3 clusters Score -3380864 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3380879.750000 Penalty: 5133.567383
	Iteration 38Q: 3 clusters Score -3380880 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3380900.750000 Penalty: 5133.567383
	Iteration 39Q: 3 clusters Score -3380901 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3380913.000000 Penalty: 5133.567383
	Iteration 40F: 3 clusters Score -3380913 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3380912.000000 Penalty: 5133.567383
	Iteration 41Q: 3 clusters Score -3380912 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3380926.750000 Penalty: 5133.567383
	Iteration 42Q: 3 clusters Score -3380927 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3380926.750000 Penalty: 5133.567383
	Iteration 43Q: 3 clusters Score -3380927 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3380940.250000 Penalty: 5133.567383
	Iteration 44Q: 3 clusters Score -3380940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3380959.250000 Penalty: 5133.567383
	Iteration 45Q: 3 clusters Score -3380959 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3380968.750000 Penalty: 5133.567383
	Iteration 46Q: 3 clusters Score -3380969 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3380992.000000 Penalty: 5133.567383
	Iteration 47Q: 3 clusters Score -3380992 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3381007.500000 Penalty: 5133.567383
	Iteration 48Q: 3 clusters Score -3381008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3381011.250000 Penalty: 5133.567383
	Iteration 49Q: 3 clusters Score -3381011 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3381023.250000 Penalty: 5133.567383
	Iteration 50Q: 3 clusters Score -3381023 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3381023.250000 Penalty: 5133.567383
	Iteration 51Q: 3 clusters Score -3381023 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3381031.000000 Penalty: 5133.567383
	Iteration 52Q: 3 clusters Score -3381031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3381040.250000 Penalty: 5133.567383
	Iteration 53Q: 3 clusters Score -3381040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3381038.500000 Penalty: 5133.567383
	Iteration 54Q: 3 clusters Score -3381038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3381044.750000 Penalty: 5133.567383
	Iteration 55Q: 3 clusters Score -3381045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3381056.500000 Penalty: 5133.567383
	Iteration 56Q: 3 clusters Score -3381056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3381066.250000 Penalty: 5133.567383
	Iteration 57Q: 3 clusters Score -3381066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3381068.750000 Penalty: 5133.567383
	Iteration 58Q: 3 clusters Score -3381069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3381073.250000 Penalty: 5133.567383
	Iteration 59Q: 3 clusters Score -3381073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3381070.500000 Penalty: 5133.567383
	Iteration 60F: 3 clusters Score -3381070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Entering Unmasked Estep 
Score: -644726.937500 Penalty: 2185.474365
	Iteration 0F: 2 clusters Score -644726.9 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 3378 members 
Entering Unmasked Estep 
Score: -639165.750000 Penalty: 4370.948730
	Iteration 0F: 3 clusters Score -639165.8 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -640668.187500 Penalty: 4370.948730
	Iteration 1F: 3 clusters Score -640668.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -640960.937500 Penalty: 4370.948730
	Iteration 2F: 3 clusters Score -640960.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -641232.937500 Penalty: 4370.948730
	Iteration 3F: 3 clusters Score -641232.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -641440.875000 Penalty: 4370.948730
	Iteration 4F: 3 clusters Score -641440.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -641642.375000 Penalty: 4370.948730
	Iteration 5Q: 3 clusters Score -641642.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -641839.000000 Penalty: 4370.948730
	Iteration 6Q: 3 clusters Score -641839 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -642035.687500 Penalty: 4370.948730
	Iteration 7Q: 3 clusters Score -642035.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -642216.000000 Penalty: 4370.948730
	Iteration 8Q: 3 clusters Score -642216 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -642401.750000 Penalty: 4370.948730
	Iteration 9Q: 3 clusters Score -642401.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -642546.875000 Penalty: 4370.948730
	Iteration 10Q: 3 clusters Score -642546.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -642660.250000 Penalty: 4370.948730
	Iteration 11Q: 3 clusters Score -642660.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -642753.750000 Penalty: 4370.948730
	Iteration 12Q: 3 clusters Score -642753.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -642818.187500 Penalty: 4370.948730
	Iteration 13Q: 3 clusters Score -642818.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -642851.625000 Penalty: 4370.948730
	Iteration 14Q: 3 clusters Score -642851.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -642878.937500 Penalty: 4370.948730
	Iteration 15Q: 3 clusters Score -642878.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -642907.375000 Penalty: 4370.948730
	Iteration 16Q: 3 clusters Score -642907.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -642927.812500 Penalty: 4370.948730
	Iteration 17Q: 3 clusters Score -642927.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -642954.562500 Penalty: 4370.948730
	Iteration 18Q: 3 clusters Score -642954.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -642975.812500 Penalty: 4370.948730
	Iteration 19Q: 3 clusters Score -642975.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -642991.125000 Penalty: 4370.948730
	Iteration 20F: 3 clusters Score -642991.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -643008.562500 Penalty: 4370.948730
	Iteration 21Q: 3 clusters Score -643008.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -643023.500000 Penalty: 4370.948730
	Iteration 22Q: 3 clusters Score -643023.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -643033.562500 Penalty: 4370.948730
	Iteration 23Q: 3 clusters Score -643033.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -643039.187500 Penalty: 4370.948730
	Iteration 24Q: 3 clusters Score -643039.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -643047.062500 Penalty: 4370.948730
	Iteration 25Q: 3 clusters Score -643047.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -643051.562500 Penalty: 4370.948730
	Iteration 26Q: 3 clusters Score -643051.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -643056.312500 Penalty: 4370.948730
	Iteration 27Q: 3 clusters Score -643056.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -643061.000000 Penalty: 4370.948730
	Iteration 28Q: 3 clusters Score -643061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -643063.687500 Penalty: 4370.948730
	Iteration 29Q: 3 clusters Score -643063.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -643065.375000 Penalty: 4370.948730
	Iteration 30Q: 3 clusters Score -643065.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -643066.062500 Penalty: 4370.948730
	Iteration 31Q: 3 clusters Score -643066.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -643067.687500 Penalty: 4370.948730
	Iteration 32Q: 3 clusters Score -643067.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -643069.937500 Penalty: 4370.948730
	Iteration 33Q: 3 clusters Score -643069.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -643071.062500 Penalty: 4370.948730
	Iteration 34Q: 3 clusters Score -643071.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -643075.812500 Penalty: 4370.948730
	Iteration 35Q: 3 clusters Score -643075.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -643079.937500 Penalty: 4370.948730
	Iteration 36Q: 3 clusters Score -643079.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -643082.812500 Penalty: 4370.948730
	Iteration 37Q: 3 clusters Score -643082.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -643088.625000 Penalty: 4370.948730
	Iteration 38Q: 3 clusters Score -643088.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -643092.437500 Penalty: 4370.948730
	Iteration 39Q: 3 clusters Score -643092.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -643100.562500 Penalty: 4370.948730
	Iteration 40F: 3 clusters Score -643100.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -643104.750000 Penalty: 4370.948730
	Iteration 41Q: 3 clusters Score -643104.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -643110.875000 Penalty: 4370.948730
	Iteration 42Q: 3 clusters Score -643110.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -643117.937500 Penalty: 4370.948730
	Iteration 43Q: 3 clusters Score -643117.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -643124.500000 Penalty: 4370.948730
	Iteration 44Q: 3 clusters Score -643124.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -643125.875000 Penalty: 4370.948730
	Iteration 45Q: 3 clusters Score -643125.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -643128.000000 Penalty: 4370.948730
	Iteration 46Q: 3 clusters Score -643128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -643131.625000 Penalty: 4370.948730
	Iteration 47Q: 3 clusters Score -643131.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -643132.187500 Penalty: 4370.948730
	Iteration 48Q: 3 clusters Score -643132.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -643133.562500 Penalty: 4370.948730
	Iteration 49Q: 3 clusters Score -643133.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -643133.000000 Penalty: 4370.948730
	Iteration 50Q: 3 clusters Score -643133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -643133.312500 Penalty: 4370.948730
	Iteration 51Q: 3 clusters Score -643133.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -643133.312500 Penalty: 4370.948730
	Iteration 52F: 3 clusters Score -643133.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Entering Unmasked Estep 
Score: -467878.500000 Penalty: 2092.875732
	Iteration 0F: 2 clusters Score -467878.5 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 2315 members 
Entering Unmasked Estep 
Score: -463601.031250 Penalty: 4185.751465
	Iteration 0F: 3 clusters Score -463601 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -464659.375000 Penalty: 4185.751465
	Iteration 1F: 3 clusters Score -464659.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -464934.968750 Penalty: 4185.751465
	Iteration 2F: 3 clusters Score -464935 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -465114.187500 Penalty: 4185.751465
	Iteration 3F: 3 clusters Score -465114.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -465235.406250 Penalty: 4185.751465
	Iteration 4Q: 3 clusters Score -465235.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -465340.875000 Penalty: 4185.751465
	Iteration 5Q: 3 clusters Score -465340.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -465441.468750 Penalty: 4185.751465
	Iteration 6Q: 3 clusters Score -465441.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -465540.750000 Penalty: 4185.751465
	Iteration 7Q: 3 clusters Score -465540.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -465652.000000 Penalty: 4185.751465
	Iteration 8Q: 3 clusters Score -465652 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -465747.593750 Penalty: 4185.751465
	Iteration 9Q: 3 clusters Score -465747.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -465830.687500 Penalty: 4185.751465
	Iteration 10Q: 3 clusters Score -465830.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -465898.343750 Penalty: 4185.751465
	Iteration 11Q: 3 clusters Score -465898.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -465963.468750 Penalty: 4185.751465
	Iteration 12Q: 3 clusters Score -465963.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -466022.968750 Penalty: 4185.751465
	Iteration 13Q: 3 clusters Score -466023 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -466088.906250 Penalty: 4185.751465
	Iteration 14Q: 3 clusters Score -466088.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -466143.093750 Penalty: 4185.751465
	Iteration 15Q: 3 clusters Score -466143.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -466192.031250 Penalty: 4185.751465
	Iteration 16Q: 3 clusters Score -466192 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -466239.218750 Penalty: 4185.751465
	Iteration 17Q: 3 clusters Score -466239.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -466272.406250 Penalty: 4185.751465
	Iteration 18Q: 3 clusters Score -466272.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -466297.281250 Penalty: 4185.751465
	Iteration 19Q: 3 clusters Score -466297.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -466315.500000 Penalty: 4185.751465
	Iteration 20F: 3 clusters Score -466315.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -466338.000000 Penalty: 4185.751465
	Iteration 21Q: 3 clusters Score -466338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -466349.375000 Penalty: 4185.751465
	Iteration 22Q: 3 clusters Score -466349.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -466360.312500 Penalty: 4185.751465
	Iteration 23Q: 3 clusters Score -466360.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -466377.875000 Penalty: 4185.751465
	Iteration 24Q: 3 clusters Score -466377.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -466391.750000 Penalty: 4185.751465
	Iteration 25Q: 3 clusters Score -466391.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -466401.718750 Penalty: 4185.751465
	Iteration 26Q: 3 clusters Score -466401.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -466408.843750 Penalty: 4185.751465
	Iteration 27Q: 3 clusters Score -466408.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -466416.968750 Penalty: 4185.751465
	Iteration 28Q: 3 clusters Score -466417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -466426.312500 Penalty: 4185.751465
	Iteration 29Q: 3 clusters Score -466426.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -466436.656250 Penalty: 4185.751465
	Iteration 30Q: 3 clusters Score -466436.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -466442.312500 Penalty: 4185.751465
	Iteration 31Q: 3 clusters Score -466442.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -466452.125000 Penalty: 4185.751465
	Iteration 32Q: 3 clusters Score -466452.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -466460.937500 Penalty: 4185.751465
	Iteration 33Q: 3 clusters Score -466460.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -466468.906250 Penalty: 4185.751465
	Iteration 34Q: 3 clusters Score -466468.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -466473.093750 Penalty: 4185.751465
	Iteration 35Q: 3 clusters Score -466473.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -466476.812500 Penalty: 4185.751465
	Iteration 36Q: 3 clusters Score -466476.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -466477.625000 Penalty: 4185.751465
	Iteration 37Q: 3 clusters Score -466477.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -466479.843750 Penalty: 4185.751465
	Iteration 38Q: 3 clusters Score -466479.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -466487.875000 Penalty: 4185.751465
	Iteration 39Q: 3 clusters Score -466487.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -466490.781250 Penalty: 4185.751465
	Iteration 40F: 3 clusters Score -466490.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -466492.093750 Penalty: 4185.751465
	Iteration 41Q: 3 clusters Score -466492.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -466492.843750 Penalty: 4185.751465
	Iteration 42Q: 3 clusters Score -466492.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -466493.750000 Penalty: 4185.751465
	Iteration 43Q: 3 clusters Score -466493.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -466493.687500 Penalty: 4185.751465
	Iteration 44Q: 3 clusters Score -466493.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -466494.406250 Penalty: 4185.751465
	Iteration 45Q: 3 clusters Score -466494.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -466495.843750 Penalty: 4185.751465
	Iteration 46Q: 3 clusters Score -466495.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -466495.843750 Penalty: 4185.751465
	Iteration 47F: 3 clusters Score -466495.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Entering Unmasked Estep 
Score: -953278.375000 Penalty: 2291.904053
	Iteration 0F: 2 clusters Score -953278.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -945459.687500 Penalty: 4583.808105
	Iteration 0F: 3 clusters Score -945459.7 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -948063.875000 Penalty: 4583.808105
	Iteration 1F: 3 clusters Score -948063.9 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -948504.437500 Penalty: 4583.808105
	Iteration 2F: 3 clusters Score -948504.4 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -948870.062500 Penalty: 4583.808105
	Iteration 3F: 3 clusters Score -948870.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -949206.125000 Penalty: 4583.808105
	Iteration 4F: 3 clusters Score -949206.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -949576.250000 Penalty: 4583.808105
	Iteration 5F: 3 clusters Score -949576.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -949979.750000 Penalty: 4583.808105
	Iteration 6F: 3 clusters Score -949979.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -950368.625000 Penalty: 4583.808105
	Iteration 7F: 3 clusters Score -950368.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -950734.500000 Penalty: 4583.808105
	Iteration 8Q: 3 clusters Score -950734.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -951040.187500 Penalty: 4583.808105
	Iteration 9Q: 3 clusters Score -951040.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -951233.750000 Penalty: 4583.808105
	Iteration 10Q: 3 clusters Score -951233.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -951362.687500 Penalty: 4583.808105
	Iteration 11Q: 3 clusters Score -951362.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -951465.375000 Penalty: 4583.808105
	Iteration 12Q: 3 clusters Score -951465.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -951541.062500 Penalty: 4583.808105
	Iteration 13Q: 3 clusters Score -951541.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -951591.062500 Penalty: 4583.808105
	Iteration 14Q: 3 clusters Score -951591.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -951618.500000 Penalty: 4583.808105
	Iteration 15Q: 3 clusters Score -951618.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -951644.375000 Penalty: 4583.808105
	Iteration 16Q: 3 clusters Score -951644.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -951663.687500 Penalty: 4583.808105
	Iteration 17Q: 3 clusters Score -951663.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -951686.875000 Penalty: 4583.808105
	Iteration 18Q: 3 clusters Score -951686.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -951705.750000 Penalty: 4583.808105
	Iteration 19Q: 3 clusters Score -951705.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -951715.375000 Penalty: 4583.808105
	Iteration 20F: 3 clusters Score -951715.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -951723.750000 Penalty: 4583.808105
	Iteration 21Q: 3 clusters Score -951723.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -951729.250000 Penalty: 4583.808105
	Iteration 22Q: 3 clusters Score -951729.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -951734.375000 Penalty: 4583.808105
	Iteration 23Q: 3 clusters Score -951734.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -951738.062500 Penalty: 4583.808105
	Iteration 24Q: 3 clusters Score -951738.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -951738.812500 Penalty: 4583.808105
	Iteration 25Q: 3 clusters Score -951738.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -951740.687500 Penalty: 4583.808105
	Iteration 26Q: 3 clusters Score -951740.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -951740.437500 Penalty: 4583.808105
	Iteration 27Q: 3 clusters Score -951740.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -951741.375000 Penalty: 4583.808105
	Iteration 28Q: 3 clusters Score -951741.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -951741.750000 Penalty: 4583.808105
	Iteration 29Q: 3 clusters Score -951741.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -951742.250000 Penalty: 4583.808105
	Iteration 30Q: 3 clusters Score -951742.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -951742.125000 Penalty: 4583.808105
	Iteration 31Q: 3 clusters Score -951742.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -951744.000000 Penalty: 4583.808105
	Iteration 32Q: 3 clusters Score -951744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -951743.687500 Penalty: 4583.808105
	Iteration 33Q: 3 clusters Score -951743.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -951743.687500 Penalty: 4583.808105
	Iteration 34F: 3 clusters Score -951743.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Entering Unmasked Estep 
Score: -1543727.125000 Penalty: 2404.951660
	Iteration 0F: 2 clusters Score -1543727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1532117.500000 Penalty: 4809.903320
	Iteration 0F: 3 clusters Score -1532118 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1536305.125000 Penalty: 4809.903320
	Iteration 1F: 3 clusters Score -1536305 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1537200.000000 Penalty: 4809.903320
	Iteration 2F: 3 clusters Score -1537200 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1538013.000000 Penalty: 4809.903320
	Iteration 3F: 3 clusters Score -1538013 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1538734.875000 Penalty: 4809.903320
	Iteration 4F: 3 clusters Score -1538735 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1539282.250000 Penalty: 4809.903320
	Iteration 5F: 3 clusters Score -1539282 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1539647.125000 Penalty: 4809.903320
	Iteration 6Q: 3 clusters Score -1539647 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1539917.000000 Penalty: 4809.903320
	Iteration 7Q: 3 clusters Score -1539917 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1540098.500000 Penalty: 4809.903320
	Iteration 8Q: 3 clusters Score -1540098 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1540248.000000 Penalty: 4809.903320
	Iteration 9Q: 3 clusters Score -1540248 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1540355.500000 Penalty: 4809.903320
	Iteration 10Q: 3 clusters Score -1540356 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1540445.375000 Penalty: 4809.903320
	Iteration 11Q: 3 clusters Score -1540445 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1540517.625000 Penalty: 4809.903320
	Iteration 12Q: 3 clusters Score -1540518 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1540591.500000 Penalty: 4809.903320
	Iteration 13Q: 3 clusters Score -1540592 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1540661.000000 Penalty: 4809.903320
	Iteration 14Q: 3 clusters Score -1540661 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1540717.875000 Penalty: 4809.903320
	Iteration 15Q: 3 clusters Score -1540718 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1540765.625000 Penalty: 4809.903320
	Iteration 16Q: 3 clusters Score -1540766 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1540809.500000 Penalty: 4809.903320
	Iteration 17Q: 3 clusters Score -1540810 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1540858.625000 Penalty: 4809.903320
	Iteration 18Q: 3 clusters Score -1540859 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1540903.000000 Penalty: 4809.903320
	Iteration 19Q: 3 clusters Score -1540903 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1540944.375000 Penalty: 4809.903320
	Iteration 20F: 3 clusters Score -1540944 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1540984.875000 Penalty: 4809.903320
	Iteration 21Q: 3 clusters Score -1540985 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1541012.125000 Penalty: 4809.903320
	Iteration 22Q: 3 clusters Score -1541012 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1541041.000000 Penalty: 4809.903320
	Iteration 23Q: 3 clusters Score -1541041 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1541065.750000 Penalty: 4809.903320
	Iteration 24Q: 3 clusters Score -1541066 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1541101.000000 Penalty: 4809.903320
	Iteration 25Q: 3 clusters Score -1541101 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1541135.125000 Penalty: 4809.903320
	Iteration 26Q: 3 clusters Score -1541135 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1541173.250000 Penalty: 4809.903320
	Iteration 27Q: 3 clusters Score -1541173 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1541219.875000 Penalty: 4809.903320
	Iteration 28Q: 3 clusters Score -1541220 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1541260.375000 Penalty: 4809.903320
	Iteration 29Q: 3 clusters Score -1541260 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1541302.875000 Penalty: 4809.903320
	Iteration 30Q: 3 clusters Score -1541303 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1541339.625000 Penalty: 4809.903320
	Iteration 31Q: 3 clusters Score -1541340 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1541371.250000 Penalty: 4809.903320
	Iteration 32Q: 3 clusters Score -1541371 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1541405.000000 Penalty: 4809.903320
	Iteration 33Q: 3 clusters Score -1541405 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1541435.500000 Penalty: 4809.903320
	Iteration 34Q: 3 clusters Score -1541436 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1541462.125000 Penalty: 4809.903320
	Iteration 35Q: 3 clusters Score -1541462 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1541494.875000 Penalty: 4809.903320
	Iteration 36Q: 3 clusters Score -1541495 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1541523.000000 Penalty: 4809.903320
	Iteration 37Q: 3 clusters Score -1541523 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1541553.125000 Penalty: 4809.903320
	Iteration 38Q: 3 clusters Score -1541553 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1541589.000000 Penalty: 4809.903320
	Iteration 39Q: 3 clusters Score -1541589 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1541614.500000 Penalty: 4809.903320
	Iteration 40F: 3 clusters Score -1541614 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1541637.375000 Penalty: 4809.903320
	Iteration 41Q: 3 clusters Score -1541637 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1541666.875000 Penalty: 4809.903320
	Iteration 42Q: 3 clusters Score -1541667 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1541691.375000 Penalty: 4809.903320
	Iteration 43Q: 3 clusters Score -1541691 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1541725.375000 Penalty: 4809.903320
	Iteration 44Q: 3 clusters Score -1541725 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1541749.500000 Penalty: 4809.903320
	Iteration 45Q: 3 clusters Score -1541750 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1541779.875000 Penalty: 4809.903320
	Iteration 46Q: 3 clusters Score -1541780 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1541813.500000 Penalty: 4809.903320
	Iteration 47Q: 3 clusters Score -1541814 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1541838.750000 Penalty: 4809.903320
	Iteration 48Q: 3 clusters Score -1541839 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1541868.875000 Penalty: 4809.903320
	Iteration 49Q: 3 clusters Score -1541869 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1541895.250000 Penalty: 4809.903320
	Iteration 50Q: 3 clusters Score -1541895 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1541915.125000 Penalty: 4809.903320
	Iteration 51Q: 3 clusters Score -1541915 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1541929.875000 Penalty: 4809.903320
	Iteration 52Q: 3 clusters Score -1541930 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1541944.125000 Penalty: 4809.903320
	Iteration 53Q: 3 clusters Score -1541944 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1541958.625000 Penalty: 4809.903320
	Iteration 54Q: 3 clusters Score -1541959 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1541973.625000 Penalty: 4809.903320
	Iteration 55Q: 3 clusters Score -1541974 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1541983.000000 Penalty: 4809.903320
	Iteration 56Q: 3 clusters Score -1541983 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1542004.500000 Penalty: 4809.903320
	Iteration 57Q: 3 clusters Score -1542004 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1542026.500000 Penalty: 4809.903320
	Iteration 58Q: 3 clusters Score -1542026 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1542047.125000 Penalty: 4809.903320
	Iteration 59Q: 3 clusters Score -1542047 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1542063.750000 Penalty: 4809.903320
	Iteration 60F: 3 clusters Score -1542064 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1542084.875000 Penalty: 4809.903320
	Iteration 61Q: 3 clusters Score -1542085 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1542105.625000 Penalty: 4809.903320
	Iteration 62Q: 3 clusters Score -1542106 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1542124.750000 Penalty: 4809.903320
	Iteration 63Q: 3 clusters Score -1542125 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1542142.625000 Penalty: 4809.903320
	Iteration 64Q: 3 clusters Score -1542143 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1542160.000000 Penalty: 4809.903320
	Iteration 65Q: 3 clusters Score -1542160 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1542180.750000 Penalty: 4809.903320
	Iteration 66Q: 3 clusters Score -1542181 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1542193.625000 Penalty: 4809.903320
	Iteration 67Q: 3 clusters Score -1542194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1542197.375000 Penalty: 4809.903320
	Iteration 68Q: 3 clusters Score -1542197 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1542201.500000 Penalty: 4809.903320
	Iteration 69Q: 3 clusters Score -1542202 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1542213.375000 Penalty: 4809.903320
	Iteration 70Q: 3 clusters Score -1542213 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1542222.500000 Penalty: 4809.903320
	Iteration 71Q: 3 clusters Score -1542222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1542228.125000 Penalty: 4809.903320
	Iteration 72Q: 3 clusters Score -1542228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1542232.500000 Penalty: 4809.903320
	Iteration 73Q: 3 clusters Score -1542232 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1542244.125000 Penalty: 4809.903320
	Iteration 74Q: 3 clusters Score -1542244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1542250.500000 Penalty: 4809.903320
	Iteration 75Q: 3 clusters Score -1542250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1542261.250000 Penalty: 4809.903320
	Iteration 76Q: 3 clusters Score -1542261 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1542266.500000 Penalty: 4809.903320
	Iteration 77Q: 3 clusters Score -1542266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1542272.750000 Penalty: 4809.903320
	Iteration 78Q: 3 clusters Score -1542273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1542279.875000 Penalty: 4809.903320
	Iteration 79Q: 3 clusters Score -1542280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1542285.750000 Penalty: 4809.903320
	Iteration 80F: 3 clusters Score -1542286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1542295.000000 Penalty: 4809.903320
	Iteration 81Q: 3 clusters Score -1542295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1542296.125000 Penalty: 4809.903320
	Iteration 82Q: 3 clusters Score -1542296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1542298.125000 Penalty: 4809.903320
	Iteration 83Q: 3 clusters Score -1542298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1542297.625000 Penalty: 4809.903320
	Iteration 84Q: 3 clusters Score -1542298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1542300.125000 Penalty: 4809.903320
	Iteration 85Q: 3 clusters Score -1542300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1542300.125000 Penalty: 4809.903320
	Iteration 86Q: 3 clusters Score -1542300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1542306.875000 Penalty: 4809.903320
	Iteration 87Q: 3 clusters Score -1542307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1542308.625000 Penalty: 4809.903320
	Iteration 88Q: 3 clusters Score -1542309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1542311.500000 Penalty: 4809.903320
	Iteration 89Q: 3 clusters Score -1542312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1542311.250000 Penalty: 4809.903320
	Iteration 90Q: 3 clusters Score -1542311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1542316.125000 Penalty: 4809.903320
	Iteration 91Q: 3 clusters Score -1542316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1542316.250000 Penalty: 4809.903320
	Iteration 92Q: 3 clusters Score -1542316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1542319.500000 Penalty: 4809.903320
	Iteration 93Q: 3 clusters Score -1542320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1542321.750000 Penalty: 4809.903320
	Iteration 94Q: 3 clusters Score -1542322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1542321.250000 Penalty: 4809.903320
	Iteration 95Q: 3 clusters Score -1542321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1542322.000000 Penalty: 4809.903320
	Iteration 96Q: 3 clusters Score -1542322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1542328.000000 Penalty: 4809.903320
	Iteration 97Q: 3 clusters Score -1542328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1542326.500000 Penalty: 4809.903320
	Iteration 98Q: 3 clusters Score -1542326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1542331.375000 Penalty: 4809.903320
	Iteration 99Q: 3 clusters Score -1542331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1542330.875000 Penalty: 4809.903320
	Iteration 100F: 3 clusters Score -1542331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1542331.875000 Penalty: 4809.903320
	Iteration 101Q: 3 clusters Score -1542332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1542331.500000 Penalty: 4809.903320
	Iteration 102Q: 3 clusters Score -1542332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1542338.875000 Penalty: 4809.903320
	Iteration 103Q: 3 clusters Score -1542339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1542343.625000 Penalty: 4809.903320
	Iteration 104Q: 3 clusters Score -1542344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1542345.375000 Penalty: 4809.903320
	Iteration 105Q: 3 clusters Score -1542345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1542346.875000 Penalty: 4809.903320
	Iteration 106Q: 3 clusters Score -1542347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1542354.625000 Penalty: 4809.903320
	Iteration 107Q: 3 clusters Score -1542355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1542359.125000 Penalty: 4809.903320
	Iteration 108Q: 3 clusters Score -1542359 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1542365.375000 Penalty: 4809.903320
	Iteration 109Q: 3 clusters Score -1542365 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1542367.875000 Penalty: 4809.903320
	Iteration 110Q: 3 clusters Score -1542368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1542374.125000 Penalty: 4809.903320
	Iteration 111Q: 3 clusters Score -1542374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1542379.375000 Penalty: 4809.903320
	Iteration 112Q: 3 clusters Score -1542379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1542386.125000 Penalty: 4809.903320
	Iteration 113Q: 3 clusters Score -1542386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1542393.250000 Penalty: 4809.903320
	Iteration 114Q: 3 clusters Score -1542393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1542395.375000 Penalty: 4809.903320
	Iteration 115Q: 3 clusters Score -1542395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1542401.625000 Penalty: 4809.903320
	Iteration 116Q: 3 clusters Score -1542402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1542406.250000 Penalty: 4809.903320
	Iteration 117Q: 3 clusters Score -1542406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1542405.625000 Penalty: 4809.903320
	Iteration 118Q: 3 clusters Score -1542406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1542412.750000 Penalty: 4809.903320
	Iteration 119Q: 3 clusters Score -1542413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1542412.250000 Penalty: 4809.903320
	Iteration 120F: 3 clusters Score -1542412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1542410.500000 Penalty: 4809.903320
	Iteration 121Q: 3 clusters Score -1542410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1542414.875000 Penalty: 4809.903320
	Iteration 122Q: 3 clusters Score -1542415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1542413.625000 Penalty: 4809.903320
	Iteration 123Q: 3 clusters Score -1542414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1542417.250000 Penalty: 4809.903320
	Iteration 124Q: 3 clusters Score -1542417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1542416.375000 Penalty: 4809.903320
	Iteration 125Q: 3 clusters Score -1542416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1542416.750000 Penalty: 4809.903320
	Iteration 126Q: 3 clusters Score -1542417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1542419.625000 Penalty: 4809.903320
	Iteration 127Q: 3 clusters Score -1542420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1542420.750000 Penalty: 4809.903320
	Iteration 128Q: 3 clusters Score -1542421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1542421.875000 Penalty: 4809.903320
	Iteration 129Q: 3 clusters Score -1542422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1542425.375000 Penalty: 4809.903320
	Iteration 130Q: 3 clusters Score -1542425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1542426.250000 Penalty: 4809.903320
	Iteration 131Q: 3 clusters Score -1542426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1542426.875000 Penalty: 4809.903320
	Iteration 132Q: 3 clusters Score -1542427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1542426.875000 Penalty: 4809.903320
	Iteration 133F: 3 clusters Score -1542427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Entering Unmasked Estep 
Score: -527263.437500 Penalty: 2103.325684
	Iteration 0F: 2 clusters Score -527263.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -522824.843750 Penalty: 4206.651367
	Iteration 0F: 3 clusters Score -522824.8 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -523909.625000 Penalty: 4206.651367
	Iteration 1F: 3 clusters Score -523909.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -524112.656250 Penalty: 4206.651367
	Iteration 2F: 3 clusters Score -524112.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -524250.156250 Penalty: 4206.651367
	Iteration 3F: 3 clusters Score -524250.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -524337.812500 Penalty: 4206.651367
	Iteration 4Q: 3 clusters Score -524337.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -524405.375000 Penalty: 4206.651367
	Iteration 5Q: 3 clusters Score -524405.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -524461.625000 Penalty: 4206.651367
	Iteration 6Q: 3 clusters Score -524461.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -524503.375000 Penalty: 4206.651367
	Iteration 7Q: 3 clusters Score -524503.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -524543.187500 Penalty: 4206.651367
	Iteration 8Q: 3 clusters Score -524543.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -524580.312500 Penalty: 4206.651367
	Iteration 9Q: 3 clusters Score -524580.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -524618.875000 Penalty: 4206.651367
	Iteration 10Q: 3 clusters Score -524618.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -524657.062500 Penalty: 4206.651367
	Iteration 11Q: 3 clusters Score -524657.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -524700.750000 Penalty: 4206.651367
	Iteration 12Q: 3 clusters Score -524700.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -524747.187500 Penalty: 4206.651367
	Iteration 13Q: 3 clusters Score -524747.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -524796.437500 Penalty: 4206.651367
	Iteration 14Q: 3 clusters Score -524796.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -524842.000000 Penalty: 4206.651367
	Iteration 15Q: 3 clusters Score -524842 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -524883.812500 Penalty: 4206.651367
	Iteration 16Q: 3 clusters Score -524883.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -524919.000000 Penalty: 4206.651367
	Iteration 17Q: 3 clusters Score -524919 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -524952.937500 Penalty: 4206.651367
	Iteration 18Q: 3 clusters Score -524952.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -524983.062500 Penalty: 4206.651367
	Iteration 19Q: 3 clusters Score -524983.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -525007.250000 Penalty: 4206.651367
	Iteration 20F: 3 clusters Score -525007.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -525030.750000 Penalty: 4206.651367
	Iteration 21Q: 3 clusters Score -525030.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -525052.875000 Penalty: 4206.651367
	Iteration 22Q: 3 clusters Score -525052.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -525067.000000 Penalty: 4206.651367
	Iteration 23Q: 3 clusters Score -525067 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -525081.437500 Penalty: 4206.651367
	Iteration 24Q: 3 clusters Score -525081.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -525104.125000 Penalty: 4206.651367
	Iteration 25Q: 3 clusters Score -525104.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -525117.750000 Penalty: 4206.651367
	Iteration 26Q: 3 clusters Score -525117.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -525127.125000 Penalty: 4206.651367
	Iteration 27Q: 3 clusters Score -525127.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -525140.312500 Penalty: 4206.651367
	Iteration 28Q: 3 clusters Score -525140.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -525150.312500 Penalty: 4206.651367
	Iteration 29Q: 3 clusters Score -525150.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -525162.937500 Penalty: 4206.651367
	Iteration 30Q: 3 clusters Score -525162.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -525172.437500 Penalty: 4206.651367
	Iteration 31Q: 3 clusters Score -525172.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -525180.937500 Penalty: 4206.651367
	Iteration 32Q: 3 clusters Score -525180.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -525188.812500 Penalty: 4206.651367
	Iteration 33Q: 3 clusters Score -525188.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -525200.312500 Penalty: 4206.651367
	Iteration 34Q: 3 clusters Score -525200.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -525212.625000 Penalty: 4206.651367
	Iteration 35Q: 3 clusters Score -525212.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -525220.250000 Penalty: 4206.651367
	Iteration 36Q: 3 clusters Score -525220.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -525230.875000 Penalty: 4206.651367
	Iteration 37Q: 3 clusters Score -525230.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -525243.437500 Penalty: 4206.651367
	Iteration 38Q: 3 clusters Score -525243.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -525250.375000 Penalty: 4206.651367
	Iteration 39Q: 3 clusters Score -525250.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -525259.062500 Penalty: 4206.651367
	Iteration 40F: 3 clusters Score -525259.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -525269.437500 Penalty: 4206.651367
	Iteration 41Q: 3 clusters Score -525269.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -525282.625000 Penalty: 4206.651367
	Iteration 42Q: 3 clusters Score -525282.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -525295.500000 Penalty: 4206.651367
	Iteration 43Q: 3 clusters Score -525295.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -525303.937500 Penalty: 4206.651367
	Iteration 44Q: 3 clusters Score -525303.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -525313.187500 Penalty: 4206.651367
	Iteration 45Q: 3 clusters Score -525313.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -525320.062500 Penalty: 4206.651367
	Iteration 46Q: 3 clusters Score -525320.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -525327.875000 Penalty: 4206.651367
	Iteration 47Q: 3 clusters Score -525327.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -525332.875000 Penalty: 4206.651367
	Iteration 48Q: 3 clusters Score -525332.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -525338.750000 Penalty: 4206.651367
	Iteration 49Q: 3 clusters Score -525338.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -525342.562500 Penalty: 4206.651367
	Iteration 50Q: 3 clusters Score -525342.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -525347.062500 Penalty: 4206.651367
	Iteration 51Q: 3 clusters Score -525347.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -525352.562500 Penalty: 4206.651367
	Iteration 52Q: 3 clusters Score -525352.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -525356.687500 Penalty: 4206.651367
	Iteration 53Q: 3 clusters Score -525356.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -525362.437500 Penalty: 4206.651367
	Iteration 54Q: 3 clusters Score -525362.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -525364.937500 Penalty: 4206.651367
	Iteration 55Q: 3 clusters Score -525364.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -525367.625000 Penalty: 4206.651367
	Iteration 56Q: 3 clusters Score -525367.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -525371.625000 Penalty: 4206.651367
	Iteration 57Q: 3 clusters Score -525371.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -525373.625000 Penalty: 4206.651367
	Iteration 58Q: 3 clusters Score -525373.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -525374.687500 Penalty: 4206.651367
	Iteration 59Q: 3 clusters Score -525374.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -525376.000000 Penalty: 4206.651367
	Iteration 60F: 3 clusters Score -525376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -525379.687500 Penalty: 4206.651367
	Iteration 61Q: 3 clusters Score -525379.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -525381.437500 Penalty: 4206.651367
	Iteration 62Q: 3 clusters Score -525381.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -525384.625000 Penalty: 4206.651367
	Iteration 63Q: 3 clusters Score -525384.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -525386.375000 Penalty: 4206.651367
	Iteration 64Q: 3 clusters Score -525386.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -525386.750000 Penalty: 4206.651367
	Iteration 65Q: 3 clusters Score -525386.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -525388.937500 Penalty: 4206.651367
	Iteration 66Q: 3 clusters Score -525388.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -525391.062500 Penalty: 4206.651367
	Iteration 67Q: 3 clusters Score -525391.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -525391.000000 Penalty: 4206.651367
	Iteration 68Q: 3 clusters Score -525391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -525391.812500 Penalty: 4206.651367
	Iteration 69Q: 3 clusters Score -525391.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -525395.500000 Penalty: 4206.651367
	Iteration 70Q: 3 clusters Score -525395.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -525396.250000 Penalty: 4206.651367
	Iteration 71Q: 3 clusters Score -525396.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -525397.437500 Penalty: 4206.651367
	Iteration 72Q: 3 clusters Score -525397.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -525399.000000 Penalty: 4206.651367
	Iteration 73Q: 3 clusters Score -525399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -525403.125000 Penalty: 4206.651367
	Iteration 74Q: 3 clusters Score -525403.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -525404.937500 Penalty: 4206.651367
	Iteration 75Q: 3 clusters Score -525404.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -525406.312500 Penalty: 4206.651367
	Iteration 76Q: 3 clusters Score -525406.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -525407.000000 Penalty: 4206.651367
	Iteration 77Q: 3 clusters Score -525407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -525407.000000 Penalty: 4206.651367
	Iteration 78F: 3 clusters Score -525407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Entering Unmasked Estep 
Score: -92181.156250 Penalty: 1691.904907
	Iteration 0F: 2 clusters Score -92181.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -90340.304688 Penalty: 3383.809814
	Iteration 0F: 3 clusters Score -90340.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -90622.859375 Penalty: 3383.809814
	Iteration 1F: 3 clusters Score -90622.86 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -90733.445312 Penalty: 3383.809814
	Iteration 2F: 3 clusters Score -90733.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -90778.343750 Penalty: 3383.809814
	Iteration 3Q: 3 clusters Score -90778.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -90808.093750 Penalty: 3383.809814
	Iteration 4Q: 3 clusters Score -90808.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -90823.632812 Penalty: 3383.809814
	Iteration 5Q: 3 clusters Score -90823.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -90833.992188 Penalty: 3383.809814
	Iteration 6Q: 3 clusters Score -90833.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -90839.289062 Penalty: 3383.809814
	Iteration 7Q: 3 clusters Score -90839.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -90843.062500 Penalty: 3383.809814
	Iteration 8Q: 3 clusters Score -90843.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -90846.867188 Penalty: 3383.809814
	Iteration 9Q: 3 clusters Score -90846.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -90849.765625 Penalty: 3383.809814
	Iteration 10Q: 3 clusters Score -90849.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -90853.242188 Penalty: 3383.809814
	Iteration 11Q: 3 clusters Score -90853.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -90853.953125 Penalty: 3383.809814
	Iteration 12Q: 3 clusters Score -90853.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -90853.953125 Penalty: 3383.809814
	Iteration 13F: 3 clusters Score -90853.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Entering Unmasked Estep 
Score: -3153532.750000 Penalty: 2546.048096
	Iteration 0F: 2 clusters Score -3153533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -3133851.000000 Penalty: 5092.096191
	Iteration 0F: 3 clusters Score -3133851 nChanged 13011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -3140952.750000 Penalty: 5092.096191
	Iteration 1F: 3 clusters Score -3140953 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -3141480.000000 Penalty: 5092.096191
	Iteration 2F: 3 clusters Score -3141480 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -3141989.500000 Penalty: 5092.096191
	Iteration 3Q: 3 clusters Score -3141990 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -3142550.000000 Penalty: 5092.096191
	Iteration 4Q: 3 clusters Score -3142550 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -3143267.000000 Penalty: 5092.096191
	Iteration 5F: 3 clusters Score -3143267 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -3144069.750000 Penalty: 5092.096191
	Iteration 6F: 3 clusters Score -3144070 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -3144963.000000 Penalty: 5092.096191
	Iteration 7F: 3 clusters Score -3144963 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -3145971.500000 Penalty: 5092.096191
	Iteration 8F: 3 clusters Score -3145972 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -3146951.000000 Penalty: 5092.096191
	Iteration 9F: 3 clusters Score -3146951 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -3147830.750000 Penalty: 5092.096191
	Iteration 10Q: 3 clusters Score -3147831 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -3148541.500000 Penalty: 5092.096191
	Iteration 11Q: 3 clusters Score -3148542 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -3149136.500000 Penalty: 5092.096191
	Iteration 12Q: 3 clusters Score -3149136 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -3149702.500000 Penalty: 5092.096191
	Iteration 13Q: 3 clusters Score -3149702 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3150110.000000 Penalty: 5092.096191
	Iteration 14Q: 3 clusters Score -3150110 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3150401.750000 Penalty: 5092.096191
	Iteration 15Q: 3 clusters Score -3150402 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3150649.250000 Penalty: 5092.096191
	Iteration 16Q: 3 clusters Score -3150649 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3150842.250000 Penalty: 5092.096191
	Iteration 17Q: 3 clusters Score -3150842 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3150963.500000 Penalty: 5092.096191
	Iteration 18Q: 3 clusters Score -3150964 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3151060.750000 Penalty: 5092.096191
	Iteration 19Q: 3 clusters Score -3151061 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3151141.500000 Penalty: 5092.096191
	Iteration 20F: 3 clusters Score -3151142 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3151194.500000 Penalty: 5092.096191
	Iteration 21Q: 3 clusters Score -3151194 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3151255.000000 Penalty: 5092.096191
	Iteration 22Q: 3 clusters Score -3151255 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3151310.000000 Penalty: 5092.096191
	Iteration 23Q: 3 clusters Score -3151310 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3151349.000000 Penalty: 5092.096191
	Iteration 24Q: 3 clusters Score -3151349 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3151374.500000 Penalty: 5092.096191
	Iteration 25Q: 3 clusters Score -3151374 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3151390.000000 Penalty: 5092.096191
	Iteration 26Q: 3 clusters Score -3151390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3151389.750000 Penalty: 5092.096191
	Iteration 27Q: 3 clusters Score -3151390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3151399.750000 Penalty: 5092.096191
	Iteration 28Q: 3 clusters Score -3151400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3151403.500000 Penalty: 5092.096191
	Iteration 29Q: 3 clusters Score -3151404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3151403.500000 Penalty: 5092.096191
	Iteration 30Q: 3 clusters Score -3151404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3151406.500000 Penalty: 5092.096191
	Iteration 31Q: 3 clusters Score -3151406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3151406.500000 Penalty: 5092.096191
	Iteration 32Q: 3 clusters Score -3151406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3151406.500000 Penalty: 5092.096191
	Iteration 33Q: 3 clusters Score -3151406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3151406.500000 Penalty: 5092.096191
	Iteration 34F: 3 clusters Score -3151406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Entering Unmasked Estep 
Score: -1098535.375000 Penalty: 2290.215576
	Iteration 0F: 2 clusters Score -1098535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1090705.125000 Penalty: 4580.431152
	Iteration 0F: 3 clusters Score -1090705 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1093033.875000 Penalty: 4580.431152
	Iteration 1F: 3 clusters Score -1093034 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1093608.750000 Penalty: 4580.431152
	Iteration 2F: 3 clusters Score -1093609 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1094276.125000 Penalty: 4580.431152
	Iteration 3F: 3 clusters Score -1094276 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1095011.000000 Penalty: 4580.431152
	Iteration 4F: 3 clusters Score -1095011 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1095666.875000 Penalty: 4580.431152
	Iteration 5F: 3 clusters Score -1095667 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1096135.500000 Penalty: 4580.431152
	Iteration 6F: 3 clusters Score -1096136 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1096457.375000 Penalty: 4580.431152
	Iteration 7Q: 3 clusters Score -1096457 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1096727.125000 Penalty: 4580.431152
	Iteration 8Q: 3 clusters Score -1096727 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1096974.125000 Penalty: 4580.431152
	Iteration 9Q: 3 clusters Score -1096974 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1097277.750000 Penalty: 4580.431152
	Iteration 10Q: 3 clusters Score -1097278 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1097578.500000 Penalty: 4580.431152
	Iteration 11Q: 3 clusters Score -1097578 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1097812.375000 Penalty: 4580.431152
	Iteration 12Q: 3 clusters Score -1097812 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1097935.375000 Penalty: 4580.431152
	Iteration 13Q: 3 clusters Score -1097935 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1098003.125000 Penalty: 4580.431152
	Iteration 14Q: 3 clusters Score -1098003 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1098056.875000 Penalty: 4580.431152
	Iteration 15Q: 3 clusters Score -1098057 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1098095.750000 Penalty: 4580.431152
	Iteration 16Q: 3 clusters Score -1098096 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1098139.500000 Penalty: 4580.431152
	Iteration 17Q: 3 clusters Score -1098140 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1098188.250000 Penalty: 4580.431152
	Iteration 18Q: 3 clusters Score -1098188 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1098233.125000 Penalty: 4580.431152
	Iteration 19Q: 3 clusters Score -1098233 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1098270.000000 Penalty: 4580.431152
	Iteration 20F: 3 clusters Score -1098270 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1098300.875000 Penalty: 4580.431152
	Iteration 21Q: 3 clusters Score -1098301 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1098327.125000 Penalty: 4580.431152
	Iteration 22Q: 3 clusters Score -1098327 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1098335.500000 Penalty: 4580.431152
	Iteration 23Q: 3 clusters Score -1098336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1098339.250000 Penalty: 4580.431152
	Iteration 24Q: 3 clusters Score -1098339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1098343.375000 Penalty: 4580.431152
	Iteration 25Q: 3 clusters Score -1098343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1098346.125000 Penalty: 4580.431152
	Iteration 26Q: 3 clusters Score -1098346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1098345.875000 Penalty: 4580.431152
	Iteration 27Q: 3 clusters Score -1098346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1098348.750000 Penalty: 4580.431152
	Iteration 28Q: 3 clusters Score -1098349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1098351.250000 Penalty: 4580.431152
	Iteration 29Q: 3 clusters Score -1098351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1098351.500000 Penalty: 4580.431152
	Iteration 30Q: 3 clusters Score -1098352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1098353.500000 Penalty: 4580.431152
	Iteration 31Q: 3 clusters Score -1098354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1098356.750000 Penalty: 4580.431152
	Iteration 32Q: 3 clusters Score -1098357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1098358.375000 Penalty: 4580.431152
	Iteration 33Q: 3 clusters Score -1098358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1098359.625000 Penalty: 4580.431152
	Iteration 34Q: 3 clusters Score -1098360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1098358.250000 Penalty: 4580.431152
	Iteration 35Q: 3 clusters Score -1098358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1098358.250000 Penalty: 4580.431152
	Iteration 36F: 3 clusters Score -1098358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Entering Unmasked Estep 
Score: -1549970.375000 Penalty: 2375.129150
	Iteration 0F: 2 clusters Score -1549970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1539501.250000 Penalty: 4750.258301
	Iteration 0F: 3 clusters Score -1539501 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1542754.375000 Penalty: 4750.258301
	Iteration 1F: 3 clusters Score -1542754 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1543107.250000 Penalty: 4750.258301
	Iteration 2F: 3 clusters Score -1543107 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1543457.750000 Penalty: 4750.258301
	Iteration 3F: 3 clusters Score -1543458 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1543821.750000 Penalty: 4750.258301
	Iteration 4Q: 3 clusters Score -1543822 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1544216.750000 Penalty: 4750.258301
	Iteration 5F: 3 clusters Score -1544217 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1544669.500000 Penalty: 4750.258301
	Iteration 6F: 3 clusters Score -1544670 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1545259.875000 Penalty: 4750.258301
	Iteration 7F: 3 clusters Score -1545260 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1545951.125000 Penalty: 4750.258301
	Iteration 8F: 3 clusters Score -1545951 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1546681.000000 Penalty: 4750.258301
	Iteration 9F: 3 clusters Score -1546681 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1547338.625000 Penalty: 4750.258301
	Iteration 10Q: 3 clusters Score -1547339 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1547861.375000 Penalty: 4750.258301
	Iteration 11Q: 3 clusters Score -1547861 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1548312.375000 Penalty: 4750.258301
	Iteration 12Q: 3 clusters Score -1548312 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1548578.000000 Penalty: 4750.258301
	Iteration 13Q: 3 clusters Score -1548578 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1548690.750000 Penalty: 4750.258301
	Iteration 14Q: 3 clusters Score -1548691 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1548734.875000 Penalty: 4750.258301
	Iteration 15Q: 3 clusters Score -1548735 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1548758.875000 Penalty: 4750.258301
	Iteration 16Q: 3 clusters Score -1548759 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1548778.250000 Penalty: 4750.258301
	Iteration 17Q: 3 clusters Score -1548778 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1548784.250000 Penalty: 4750.258301
	Iteration 18Q: 3 clusters Score -1548784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1548791.375000 Penalty: 4750.258301
	Iteration 19Q: 3 clusters Score -1548791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1548791.750000 Penalty: 4750.258301
	Iteration 20F: 3 clusters Score -1548792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1548790.125000 Penalty: 4750.258301
	Iteration 21Q: 3 clusters Score -1548790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1548792.125000 Penalty: 4750.258301
	Iteration 22Q: 3 clusters Score -1548792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1548790.750000 Penalty: 4750.258301
	Iteration 23Q: 3 clusters Score -1548791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1548793.125000 Penalty: 4750.258301
	Iteration 24Q: 3 clusters Score -1548793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1548793.125000 Penalty: 4750.258301
	Iteration 25F: 3 clusters Score -1548793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Entering Unmasked Estep 
Score: -1010289.125000 Penalty: 2288.222900
	Iteration 0F: 2 clusters Score -1010289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1002564.000000 Penalty: 4576.445801
	Iteration 0F: 3 clusters Score -1002564 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1004919.687500 Penalty: 4576.445801
	Iteration 1F: 3 clusters Score -1004920 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1005314.875000 Penalty: 4576.445801
	Iteration 2F: 3 clusters Score -1005315 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1005604.750000 Penalty: 4576.445801
	Iteration 3F: 3 clusters Score -1005605 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1005789.187500 Penalty: 4576.445801
	Iteration 4Q: 3 clusters Score -1005789 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1005930.125000 Penalty: 4576.445801
	Iteration 5Q: 3 clusters Score -1005930 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1006074.000000 Penalty: 4576.445801
	Iteration 6Q: 3 clusters Score -1006074 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1006226.125000 Penalty: 4576.445801
	Iteration 7Q: 3 clusters Score -1006226 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1006373.625000 Penalty: 4576.445801
	Iteration 8Q: 3 clusters Score -1006374 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1006507.812500 Penalty: 4576.445801
	Iteration 9Q: 3 clusters Score -1006508 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1006613.000000 Penalty: 4576.445801
	Iteration 10Q: 3 clusters Score -1006613 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1006716.937500 Penalty: 4576.445801
	Iteration 11Q: 3 clusters Score -1006717 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1006817.000000 Penalty: 4576.445801
	Iteration 12Q: 3 clusters Score -1006817 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1006934.687500 Penalty: 4576.445801
	Iteration 13Q: 3 clusters Score -1006935 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1007064.437500 Penalty: 4576.445801
	Iteration 14Q: 3 clusters Score -1007064 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1007194.000000 Penalty: 4576.445801
	Iteration 15Q: 3 clusters Score -1007194 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1007332.812500 Penalty: 4576.445801
	Iteration 16Q: 3 clusters Score -1007333 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1007499.437500 Penalty: 4576.445801
	Iteration 17Q: 3 clusters Score -1007499 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1007658.062500 Penalty: 4576.445801
	Iteration 18Q: 3 clusters Score -1007658 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1007793.687500 Penalty: 4576.445801
	Iteration 19Q: 3 clusters Score -1007794 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1007919.312500 Penalty: 4576.445801
	Iteration 20F: 3 clusters Score -1007919 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1008026.125000 Penalty: 4576.445801
	Iteration 21Q: 3 clusters Score -1008026 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1008112.687500 Penalty: 4576.445801
	Iteration 22Q: 3 clusters Score -1008113 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1008185.687500 Penalty: 4576.445801
	Iteration 23Q: 3 clusters Score -1008186 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1008261.625000 Penalty: 4576.445801
	Iteration 24Q: 3 clusters Score -1008262 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1008336.562500 Penalty: 4576.445801
	Iteration 25Q: 3 clusters Score -1008337 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1008387.125000 Penalty: 4576.445801
	Iteration 26Q: 3 clusters Score -1008387 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1008430.625000 Penalty: 4576.445801
	Iteration 27Q: 3 clusters Score -1008431 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1008471.062500 Penalty: 4576.445801
	Iteration 28Q: 3 clusters Score -1008471 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1008504.000000 Penalty: 4576.445801
	Iteration 29Q: 3 clusters Score -1008504 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1008520.187500 Penalty: 4576.445801
	Iteration 30Q: 3 clusters Score -1008520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1008542.687500 Penalty: 4576.445801
	Iteration 31Q: 3 clusters Score -1008543 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1008558.000000 Penalty: 4576.445801
	Iteration 32Q: 3 clusters Score -1008558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1008571.625000 Penalty: 4576.445801
	Iteration 33Q: 3 clusters Score -1008572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1008584.437500 Penalty: 4576.445801
	Iteration 34Q: 3 clusters Score -1008584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1008609.750000 Penalty: 4576.445801
	Iteration 35Q: 3 clusters Score -1008610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1008632.750000 Penalty: 4576.445801
	Iteration 36Q: 3 clusters Score -1008633 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1008667.375000 Penalty: 4576.445801
	Iteration 37Q: 3 clusters Score -1008667 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1008693.187500 Penalty: 4576.445801
	Iteration 38Q: 3 clusters Score -1008693 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1008722.437500 Penalty: 4576.445801
	Iteration 39Q: 3 clusters Score -1008722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1008742.062500 Penalty: 4576.445801
	Iteration 40F: 3 clusters Score -1008742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1008752.062500 Penalty: 4576.445801
	Iteration 41Q: 3 clusters Score -1008752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1008758.812500 Penalty: 4576.445801
	Iteration 42Q: 3 clusters Score -1008759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1008762.500000 Penalty: 4576.445801
	Iteration 43Q: 3 clusters Score -1008762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1008769.062500 Penalty: 4576.445801
	Iteration 44Q: 3 clusters Score -1008769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1008771.562500 Penalty: 4576.445801
	Iteration 45Q: 3 clusters Score -1008772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1008773.500000 Penalty: 4576.445801
	Iteration 46Q: 3 clusters Score -1008774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1008777.062500 Penalty: 4576.445801
	Iteration 47Q: 3 clusters Score -1008777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1008778.875000 Penalty: 4576.445801
	Iteration 48Q: 3 clusters Score -1008779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1008781.875000 Penalty: 4576.445801
	Iteration 49Q: 3 clusters Score -1008782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1008783.062500 Penalty: 4576.445801
	Iteration 50Q: 3 clusters Score -1008783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1008783.437500 Penalty: 4576.445801
	Iteration 51Q: 3 clusters Score -1008783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1008783.437500 Penalty: 4576.445801
	Iteration 52F: 3 clusters Score -1008783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Entering Unmasked Estep 
Score: -2313457.250000 Penalty: 2529.542969
	Iteration 0F: 2 clusters Score -2313457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2294984.750000 Penalty: 5059.085938
	Iteration 0F: 3 clusters Score -2294985 nChanged 12014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2301978.250000 Penalty: 5059.085938
	Iteration 1F: 3 clusters Score -2301978 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2302850.500000 Penalty: 5059.085938
	Iteration 2F: 3 clusters Score -2302850 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -2303863.000000 Penalty: 5059.085938
	Iteration 3F: 3 clusters Score -2303863 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2304938.000000 Penalty: 5059.085938
	Iteration 4F: 3 clusters Score -2304938 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2305967.500000 Penalty: 5059.085938
	Iteration 5F: 3 clusters Score -2305968 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2306956.750000 Penalty: 5059.085938
	Iteration 6F: 3 clusters Score -2306957 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -2307899.750000 Penalty: 5059.085938
	Iteration 7F: 3 clusters Score -2307900 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2308720.750000 Penalty: 5059.085938
	Iteration 8F: 3 clusters Score -2308721 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2309293.500000 Penalty: 5059.085938
	Iteration 9Q: 3 clusters Score -2309294 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2309650.000000 Penalty: 5059.085938
	Iteration 10Q: 3 clusters Score -2309650 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2309846.250000 Penalty: 5059.085938
	Iteration 11Q: 3 clusters Score -2309846 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2309957.750000 Penalty: 5059.085938
	Iteration 12Q: 3 clusters Score -2309958 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2310031.750000 Penalty: 5059.085938
	Iteration 13Q: 3 clusters Score -2310032 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2310069.500000 Penalty: 5059.085938
	Iteration 14Q: 3 clusters Score -2310070 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2310114.000000 Penalty: 5059.085938
	Iteration 15Q: 3 clusters Score -2310114 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2310126.750000 Penalty: 5059.085938
	Iteration 16Q: 3 clusters Score -2310127 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2310151.500000 Penalty: 5059.085938
	Iteration 17Q: 3 clusters Score -2310152 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2310167.750000 Penalty: 5059.085938
	Iteration 18Q: 3 clusters Score -2310168 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2310186.000000 Penalty: 5059.085938
	Iteration 19Q: 3 clusters Score -2310186 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2310209.250000 Penalty: 5059.085938
	Iteration 20F: 3 clusters Score -2310209 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2310229.750000 Penalty: 5059.085938
	Iteration 21Q: 3 clusters Score -2310230 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2310246.500000 Penalty: 5059.085938
	Iteration 22Q: 3 clusters Score -2310246 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2310245.750000 Penalty: 5059.085938
	Iteration 23Q: 3 clusters Score -2310246 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2310268.750000 Penalty: 5059.085938
	Iteration 24Q: 3 clusters Score -2310269 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2310282.750000 Penalty: 5059.085938
	Iteration 25Q: 3 clusters Score -2310283 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2310307.250000 Penalty: 5059.085938
	Iteration 26Q: 3 clusters Score -2310307 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2310332.250000 Penalty: 5059.085938
	Iteration 27Q: 3 clusters Score -2310332 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2310353.500000 Penalty: 5059.085938
	Iteration 28Q: 3 clusters Score -2310354 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2310361.750000 Penalty: 5059.085938
	Iteration 29Q: 3 clusters Score -2310362 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2310372.750000 Penalty: 5059.085938
	Iteration 30Q: 3 clusters Score -2310373 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2310376.250000 Penalty: 5059.085938
	Iteration 31Q: 3 clusters Score -2310376 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2310388.750000 Penalty: 5059.085938
	Iteration 32Q: 3 clusters Score -2310389 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2310395.750000 Penalty: 5059.085938
	Iteration 33Q: 3 clusters Score -2310396 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2310408.750000 Penalty: 5059.085938
	Iteration 34Q: 3 clusters Score -2310409 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2310424.750000 Penalty: 5059.085938
	Iteration 35Q: 3 clusters Score -2310425 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2310433.250000 Penalty: 5059.085938
	Iteration 36Q: 3 clusters Score -2310433 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2310451.500000 Penalty: 5059.085938
	Iteration 37Q: 3 clusters Score -2310452 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2310472.000000 Penalty: 5059.085938
	Iteration 38Q: 3 clusters Score -2310472 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2310481.750000 Penalty: 5059.085938
	Iteration 39Q: 3 clusters Score -2310482 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2310507.750000 Penalty: 5059.085938
	Iteration 40F: 3 clusters Score -2310508 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2310539.750000 Penalty: 5059.085938
	Iteration 41Q: 3 clusters Score -2310540 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2310566.250000 Penalty: 5059.085938
	Iteration 42Q: 3 clusters Score -2310566 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2310600.750000 Penalty: 5059.085938
	Iteration 43Q: 3 clusters Score -2310601 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2310649.250000 Penalty: 5059.085938
	Iteration 44Q: 3 clusters Score -2310649 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2310683.500000 Penalty: 5059.085938
	Iteration 45Q: 3 clusters Score -2310684 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -2310702.500000 Penalty: 5059.085938
	Iteration 46Q: 3 clusters Score -2310702 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -2310734.750000 Penalty: 5059.085938
	Iteration 47Q: 3 clusters Score -2310735 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2310768.250000 Penalty: 5059.085938
	Iteration 48Q: 3 clusters Score -2310768 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2310800.250000 Penalty: 5059.085938
	Iteration 49Q: 3 clusters Score -2310800 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2310829.250000 Penalty: 5059.085938
	Iteration 50Q: 3 clusters Score -2310829 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2310856.500000 Penalty: 5059.085938
	Iteration 51Q: 3 clusters Score -2310856 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -2310881.250000 Penalty: 5059.085938
	Iteration 52Q: 3 clusters Score -2310881 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -2310907.750000 Penalty: 5059.085938
	Iteration 53Q: 3 clusters Score -2310908 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2310955.250000 Penalty: 5059.085938
	Iteration 54Q: 3 clusters Score -2310955 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -2310995.750000 Penalty: 5059.085938
	Iteration 55Q: 3 clusters Score -2310996 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -2311019.750000 Penalty: 5059.085938
	Iteration 56Q: 3 clusters Score -2311020 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2311058.500000 Penalty: 5059.085938
	Iteration 57Q: 3 clusters Score -2311058 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2311064.500000 Penalty: 5059.085938
	Iteration 58Q: 3 clusters Score -2311064 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -2311082.500000 Penalty: 5059.085938
	Iteration 59Q: 3 clusters Score -2311082 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2311107.750000 Penalty: 5059.085938
	Iteration 60F: 3 clusters Score -2311108 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2311113.500000 Penalty: 5059.085938
	Iteration 61Q: 3 clusters Score -2311114 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2311133.750000 Penalty: 5059.085938
	Iteration 62Q: 3 clusters Score -2311134 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2311151.750000 Penalty: 5059.085938
	Iteration 63Q: 3 clusters Score -2311152 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -2311175.750000 Penalty: 5059.085938
	Iteration 64Q: 3 clusters Score -2311176 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2311186.500000 Penalty: 5059.085938
	Iteration 65Q: 3 clusters Score -2311186 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2311183.750000 Penalty: 5059.085938
	Iteration 66Q: 3 clusters Score -2311184 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2311197.500000 Penalty: 5059.085938
	Iteration 67Q: 3 clusters Score -2311198 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2311205.000000 Penalty: 5059.085938
	Iteration 68Q: 3 clusters Score -2311205 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2311220.250000 Penalty: 5059.085938
	Iteration 69Q: 3 clusters Score -2311220 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -2311233.250000 Penalty: 5059.085938
	Iteration 70Q: 3 clusters Score -2311233 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2311238.000000 Penalty: 5059.085938
	Iteration 71Q: 3 clusters Score -2311238 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2311258.750000 Penalty: 5059.085938
	Iteration 72Q: 3 clusters Score -2311259 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2311269.000000 Penalty: 5059.085938
	Iteration 73Q: 3 clusters Score -2311269 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2311273.500000 Penalty: 5059.085938
	Iteration 74Q: 3 clusters Score -2311274 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2311277.750000 Penalty: 5059.085938
	Iteration 75Q: 3 clusters Score -2311278 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -2311285.250000 Penalty: 5059.085938
	Iteration 76Q: 3 clusters Score -2311285 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2311289.000000 Penalty: 5059.085938
	Iteration 77Q: 3 clusters Score -2311289 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2311289.250000 Penalty: 5059.085938
	Iteration 78Q: 3 clusters Score -2311289 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2311309.500000 Penalty: 5059.085938
	Iteration 79Q: 3 clusters Score -2311310 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -2311322.250000 Penalty: 5059.085938
	Iteration 80F: 3 clusters Score -2311322 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2311328.750000 Penalty: 5059.085938
	Iteration 81Q: 3 clusters Score -2311329 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2311334.500000 Penalty: 5059.085938
	Iteration 82Q: 3 clusters Score -2311334 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -2311348.000000 Penalty: 5059.085938
	Iteration 83Q: 3 clusters Score -2311348 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2311357.750000 Penalty: 5059.085938
	Iteration 84Q: 3 clusters Score -2311358 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -2311367.000000 Penalty: 5059.085938
	Iteration 85Q: 3 clusters Score -2311367 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2311373.000000 Penalty: 5059.085938
	Iteration 86Q: 3 clusters Score -2311373 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2311377.250000 Penalty: 5059.085938
	Iteration 87Q: 3 clusters Score -2311377 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2311385.000000 Penalty: 5059.085938
	Iteration 88Q: 3 clusters Score -2311385 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2311400.000000 Penalty: 5059.085938
	Iteration 89Q: 3 clusters Score -2311400 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2311418.750000 Penalty: 5059.085938
	Iteration 90Q: 3 clusters Score -2311419 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2311420.000000 Penalty: 5059.085938
	Iteration 91Q: 3 clusters Score -2311420 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2311426.500000 Penalty: 5059.085938
	Iteration 92Q: 3 clusters Score -2311426 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2311432.750000 Penalty: 5059.085938
	Iteration 93Q: 3 clusters Score -2311433 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2311444.000000 Penalty: 5059.085938
	Iteration 94Q: 3 clusters Score -2311444 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2311456.750000 Penalty: 5059.085938
	Iteration 95Q: 3 clusters Score -2311457 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2311470.000000 Penalty: 5059.085938
	Iteration 96Q: 3 clusters Score -2311470 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2311486.250000 Penalty: 5059.085938
	Iteration 97Q: 3 clusters Score -2311486 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2311505.750000 Penalty: 5059.085938
	Iteration 98Q: 3 clusters Score -2311506 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2311514.750000 Penalty: 5059.085938
	Iteration 99Q: 3 clusters Score -2311515 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2311524.250000 Penalty: 5059.085938
	Iteration 100F: 3 clusters Score -2311524 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -2311530.000000 Penalty: 5059.085938
	Iteration 101Q: 3 clusters Score -2311530 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2311541.750000 Penalty: 5059.085938
	Iteration 102Q: 3 clusters Score -2311542 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2311550.000000 Penalty: 5059.085938
	Iteration 103Q: 3 clusters Score -2311550 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2311565.500000 Penalty: 5059.085938
	Iteration 104Q: 3 clusters Score -2311566 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2311578.500000 Penalty: 5059.085938
	Iteration 105Q: 3 clusters Score -2311578 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2311596.000000 Penalty: 5059.085938
	Iteration 106Q: 3 clusters Score -2311596 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2311603.500000 Penalty: 5059.085938
	Iteration 107Q: 3 clusters Score -2311604 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2311616.500000 Penalty: 5059.085938
	Iteration 108Q: 3 clusters Score -2311616 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2311633.750000 Penalty: 5059.085938
	Iteration 109Q: 3 clusters Score -2311634 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2311659.000000 Penalty: 5059.085938
	Iteration 110Q: 3 clusters Score -2311659 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2311667.750000 Penalty: 5059.085938
	Iteration 111Q: 3 clusters Score -2311668 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2311681.000000 Penalty: 5059.085938
	Iteration 112Q: 3 clusters Score -2311681 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2311691.750000 Penalty: 5059.085938
	Iteration 113Q: 3 clusters Score -2311692 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2311704.750000 Penalty: 5059.085938
	Iteration 114Q: 3 clusters Score -2311705 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2311712.250000 Penalty: 5059.085938
	Iteration 115Q: 3 clusters Score -2311712 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2311724.000000 Penalty: 5059.085938
	Iteration 116Q: 3 clusters Score -2311724 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2311741.250000 Penalty: 5059.085938
	Iteration 117Q: 3 clusters Score -2311741 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2311741.750000 Penalty: 5059.085938
	Iteration 118Q: 3 clusters Score -2311742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2311751.000000 Penalty: 5059.085938
	Iteration 119Q: 3 clusters Score -2311751 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2311759.000000 Penalty: 5059.085938
	Iteration 120F: 3 clusters Score -2311759 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2311768.500000 Penalty: 5059.085938
	Iteration 121Q: 3 clusters Score -2311768 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2311794.250000 Penalty: 5059.085938
	Iteration 122Q: 3 clusters Score -2311794 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2311816.000000 Penalty: 5059.085938
	Iteration 123Q: 3 clusters Score -2311816 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2311838.750000 Penalty: 5059.085938
	Iteration 124Q: 3 clusters Score -2311839 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2311870.250000 Penalty: 5059.085938
	Iteration 125Q: 3 clusters Score -2311870 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2311884.000000 Penalty: 5059.085938
	Iteration 126Q: 3 clusters Score -2311884 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2311895.000000 Penalty: 5059.085938
	Iteration 127Q: 3 clusters Score -2311895 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2311899.250000 Penalty: 5059.085938
	Iteration 128Q: 3 clusters Score -2311899 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2311920.500000 Penalty: 5059.085938
	Iteration 129Q: 3 clusters Score -2311920 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2311938.250000 Penalty: 5059.085938
	Iteration 130Q: 3 clusters Score -2311938 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2311952.250000 Penalty: 5059.085938
	Iteration 131Q: 3 clusters Score -2311952 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2311968.500000 Penalty: 5059.085938
	Iteration 132Q: 3 clusters Score -2311968 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2311982.250000 Penalty: 5059.085938
	Iteration 133Q: 3 clusters Score -2311982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2311992.750000 Penalty: 5059.085938
	Iteration 134Q: 3 clusters Score -2311993 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2312004.250000 Penalty: 5059.085938
	Iteration 135Q: 3 clusters Score -2312004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2312007.750000 Penalty: 5059.085938
	Iteration 136Q: 3 clusters Score -2312008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2312016.000000 Penalty: 5059.085938
	Iteration 137Q: 3 clusters Score -2312016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2312012.750000 Penalty: 5059.085938
	Iteration 138Q: 3 clusters Score -2312013 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2312023.500000 Penalty: 5059.085938
	Iteration 139Q: 3 clusters Score -2312024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2312029.750000 Penalty: 5059.085938
	Iteration 140F: 3 clusters Score -2312030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2312033.000000 Penalty: 5059.085938
	Iteration 141Q: 3 clusters Score -2312033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2312033.250000 Penalty: 5059.085938
	Iteration 142Q: 3 clusters Score -2312033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2312036.250000 Penalty: 5059.085938
	Iteration 143Q: 3 clusters Score -2312036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2312043.500000 Penalty: 5059.085938
	Iteration 144Q: 3 clusters Score -2312044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2312047.000000 Penalty: 5059.085938
	Iteration 145Q: 3 clusters Score -2312047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2312046.250000 Penalty: 5059.085938
	Iteration 146Q: 3 clusters Score -2312046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2312052.250000 Penalty: 5059.085938
	Iteration 147Q: 3 clusters Score -2312052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2312056.000000 Penalty: 5059.085938
	Iteration 148Q: 3 clusters Score -2312056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2312056.250000 Penalty: 5059.085938
	Iteration 149Q: 3 clusters Score -2312056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2312060.250000 Penalty: 5059.085938
	Iteration 150Q: 3 clusters Score -2312060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2312060.250000 Penalty: 5059.085938
	Iteration 151Q: 3 clusters Score -2312060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2312064.250000 Penalty: 5059.085938
	Iteration 152Q: 3 clusters Score -2312064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2312063.250000 Penalty: 5059.085938
	Iteration 153Q: 3 clusters Score -2312063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2312064.500000 Penalty: 5059.085938
	Iteration 154Q: 3 clusters Score -2312064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2312065.500000 Penalty: 5059.085938
	Iteration 155Q: 3 clusters Score -2312066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2312067.750000 Penalty: 5059.085938
	Iteration 156Q: 3 clusters Score -2312068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2312073.000000 Penalty: 5059.085938
	Iteration 157Q: 3 clusters Score -2312073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2312075.500000 Penalty: 5059.085938
	Iteration 158Q: 3 clusters Score -2312076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2312081.000000 Penalty: 5059.085938
	Iteration 159Q: 3 clusters Score -2312081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2312084.750000 Penalty: 5059.085938
	Iteration 160F: 3 clusters Score -2312085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2312093.000000 Penalty: 5059.085938
	Iteration 161Q: 3 clusters Score -2312093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2312093.250000 Penalty: 5059.085938
	Iteration 162Q: 3 clusters Score -2312093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2312098.500000 Penalty: 5059.085938
	Iteration 163Q: 3 clusters Score -2312098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2312098.750000 Penalty: 5059.085938
	Iteration 164Q: 3 clusters Score -2312099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2312102.500000 Penalty: 5059.085938
	Iteration 165Q: 3 clusters Score -2312102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2312104.250000 Penalty: 5059.085938
	Iteration 166Q: 3 clusters Score -2312104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2312108.250000 Penalty: 5059.085938
	Iteration 167Q: 3 clusters Score -2312108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2312109.000000 Penalty: 5059.085938
	Iteration 168Q: 3 clusters Score -2312109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2312109.500000 Penalty: 5059.085938
	Iteration 169Q: 3 clusters Score -2312110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2312112.500000 Penalty: 5059.085938
	Iteration 170Q: 3 clusters Score -2312112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2312112.250000 Penalty: 5059.085938
	Iteration 171Q: 3 clusters Score -2312112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2312107.750000 Penalty: 5059.085938
	Iteration 172Q: 3 clusters Score -2312108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2312110.000000 Penalty: 5059.085938
	Iteration 173Q: 3 clusters Score -2312110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2312116.000000 Penalty: 5059.085938
	Iteration 174Q: 3 clusters Score -2312116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2312116.750000 Penalty: 5059.085938
	Iteration 175Q: 3 clusters Score -2312117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2312116.000000 Penalty: 5059.085938
	Iteration 176Q: 3 clusters Score -2312116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2312114.000000 Penalty: 5059.085938
	Iteration 177Q: 3 clusters Score -2312114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2312114.000000 Penalty: 5059.085938
	Iteration 178Q: 3 clusters Score -2312114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2312116.500000 Penalty: 5059.085938
	Iteration 179Q: 3 clusters Score -2312116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2312115.000000 Penalty: 5059.085938
	Iteration 180F: 3 clusters Score -2312115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2312114.250000 Penalty: 5059.085938
	Iteration 181Q: 3 clusters Score -2312114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2312112.000000 Penalty: 5059.085938
	Iteration 182Q: 3 clusters Score -2312112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2312112.000000 Penalty: 5059.085938
	Iteration 183F: 3 clusters Score -2312112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Entering Unmasked Estep 
Score: -989275.125000 Penalty: 2336.971436
	Iteration 0F: 2 clusters Score -989275.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -980111.000000 Penalty: 4673.942871
	Iteration 0F: 3 clusters Score -980111 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -982992.875000 Penalty: 4673.942871
	Iteration 1F: 3 clusters Score -982992.9 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -983497.687500 Penalty: 4673.942871
	Iteration 2F: 3 clusters Score -983497.7 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -983947.812500 Penalty: 4673.942871
	Iteration 3F: 3 clusters Score -983947.8 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -984378.875000 Penalty: 4673.942871
	Iteration 4F: 3 clusters Score -984378.9 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -984790.312500 Penalty: 4673.942871
	Iteration 5F: 3 clusters Score -984790.3 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -985193.562500 Penalty: 4673.942871
	Iteration 6F: 3 clusters Score -985193.6 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -985573.500000 Penalty: 4673.942871
	Iteration 7Q: 3 clusters Score -985573.5 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -985924.812500 Penalty: 4673.942871
	Iteration 8Q: 3 clusters Score -985924.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -986217.437500 Penalty: 4673.942871
	Iteration 9Q: 3 clusters Score -986217.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -986430.312500 Penalty: 4673.942871
	Iteration 10Q: 3 clusters Score -986430.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -986617.125000 Penalty: 4673.942871
	Iteration 11Q: 3 clusters Score -986617.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -986763.562500 Penalty: 4673.942871
	Iteration 12Q: 3 clusters Score -986763.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -986906.250000 Penalty: 4673.942871
	Iteration 13Q: 3 clusters Score -986906.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -987065.437500 Penalty: 4673.942871
	Iteration 14Q: 3 clusters Score -987065.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -987182.187500 Penalty: 4673.942871
	Iteration 15Q: 3 clusters Score -987182.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -987260.187500 Penalty: 4673.942871
	Iteration 16Q: 3 clusters Score -987260.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -987333.687500 Penalty: 4673.942871
	Iteration 17Q: 3 clusters Score -987333.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -987402.437500 Penalty: 4673.942871
	Iteration 18Q: 3 clusters Score -987402.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -987456.062500 Penalty: 4673.942871
	Iteration 19Q: 3 clusters Score -987456.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -987493.312500 Penalty: 4673.942871
	Iteration 20F: 3 clusters Score -987493.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -987542.125000 Penalty: 4673.942871
	Iteration 21Q: 3 clusters Score -987542.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -987594.500000 Penalty: 4673.942871
	Iteration 22Q: 3 clusters Score -987594.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -987650.250000 Penalty: 4673.942871
	Iteration 23Q: 3 clusters Score -987650.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -987685.937500 Penalty: 4673.942871
	Iteration 24Q: 3 clusters Score -987685.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -987731.062500 Penalty: 4673.942871
	Iteration 25Q: 3 clusters Score -987731.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -987758.687500 Penalty: 4673.942871
	Iteration 26Q: 3 clusters Score -987758.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -987780.562500 Penalty: 4673.942871
	Iteration 27Q: 3 clusters Score -987780.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -987806.812500 Penalty: 4673.942871
	Iteration 28Q: 3 clusters Score -987806.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -987821.937500 Penalty: 4673.942871
	Iteration 29Q: 3 clusters Score -987821.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -987831.000000 Penalty: 4673.942871
	Iteration 30Q: 3 clusters Score -987831 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -987843.687500 Penalty: 4673.942871
	Iteration 31Q: 3 clusters Score -987843.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -987857.250000 Penalty: 4673.942871
	Iteration 32Q: 3 clusters Score -987857.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -987867.625000 Penalty: 4673.942871
	Iteration 33Q: 3 clusters Score -987867.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -987872.062500 Penalty: 4673.942871
	Iteration 34Q: 3 clusters Score -987872.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -987879.687500 Penalty: 4673.942871
	Iteration 35Q: 3 clusters Score -987879.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -987884.000000 Penalty: 4673.942871
	Iteration 36Q: 3 clusters Score -987884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -987886.562500 Penalty: 4673.942871
	Iteration 37Q: 3 clusters Score -987886.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -987891.625000 Penalty: 4673.942871
	Iteration 38Q: 3 clusters Score -987891.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -987896.000000 Penalty: 4673.942871
	Iteration 39Q: 3 clusters Score -987896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -987900.125000 Penalty: 4673.942871
	Iteration 40F: 3 clusters Score -987900.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -987899.125000 Penalty: 4673.942871
	Iteration 41Q: 3 clusters Score -987899.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -987900.812500 Penalty: 4673.942871
	Iteration 42Q: 3 clusters Score -987900.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -987903.562500 Penalty: 4673.942871
	Iteration 43Q: 3 clusters Score -987903.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -987903.562500 Penalty: 4673.942871
	Iteration 44Q: 3 clusters Score -987903.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -987902.000000 Penalty: 4673.942871
	Iteration 45Q: 3 clusters Score -987902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -987901.125000 Penalty: 4673.942871
	Iteration 46Q: 3 clusters Score -987901.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -987903.250000 Penalty: 4673.942871
	Iteration 47Q: 3 clusters Score -987903.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -987903.250000 Penalty: 4673.942871
	Iteration 48F: 3 clusters Score -987903.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -31366.855469 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -31366.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30011.896484 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -30011.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -30177.345703 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -30177.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30236.906250 Penalty: 2912.570557
	Iteration 2Q: 3 clusters Score -30236.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30262.449219 Penalty: 2912.570557
	Iteration 3Q: 3 clusters Score -30262.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30292.210938 Penalty: 2912.570557
	Iteration 4Q: 3 clusters Score -30292.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30300.722656 Penalty: 2912.570557
	Iteration 5Q: 3 clusters Score -30300.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30304.644531 Penalty: 2912.570557
	Iteration 6Q: 3 clusters Score -30304.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30304.644531 Penalty: 2912.570557
	Iteration 7F: 3 clusters Score -30304.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -46276.632812 Penalty: 1558.002075
	Iteration 0F: 2 clusters Score -46276.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -44754.453125 Penalty: 3116.004150
	Iteration 0F: 3 clusters Score -44754.45 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -45062.476562 Penalty: 3116.004150
	Iteration 1F: 3 clusters Score -45062.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -45207.316406 Penalty: 3116.004150
	Iteration 2F: 3 clusters Score -45207.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -45409.136719 Penalty: 3116.004150
	Iteration 3Q: 3 clusters Score -45409.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -45557.906250 Penalty: 3116.004150
	Iteration 4Q: 3 clusters Score -45557.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -45623.433594 Penalty: 3116.004150
	Iteration 5Q: 3 clusters Score -45623.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -45671.109375 Penalty: 3116.004150
	Iteration 6Q: 3 clusters Score -45671.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -45695.035156 Penalty: 3116.004150
	Iteration 7Q: 3 clusters Score -45695.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -45725.800781 Penalty: 3116.004150
	Iteration 8Q: 3 clusters Score -45725.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -45737.539062 Penalty: 3116.004150
	Iteration 9Q: 3 clusters Score -45737.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -45762.910156 Penalty: 3116.004150
	Iteration 10Q: 3 clusters Score -45762.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -45766.156250 Penalty: 3116.004150
	Iteration 11Q: 3 clusters Score -45766.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -45777.750000 Penalty: 3116.004150
	Iteration 12Q: 3 clusters Score -45777.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -45805.343750 Penalty: 3116.004150
	Iteration 13Q: 3 clusters Score -45805.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -45817.515625 Penalty: 3116.004150
	Iteration 14Q: 3 clusters Score -45817.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -45840.199219 Penalty: 3116.004150
	Iteration 15Q: 3 clusters Score -45840.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -45852.078125 Penalty: 3116.004150
	Iteration 16Q: 3 clusters Score -45852.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -45870.929688 Penalty: 3116.004150
	Iteration 17Q: 3 clusters Score -45870.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -45900.136719 Penalty: 3116.004150
	Iteration 18Q: 3 clusters Score -45900.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -45933.867188 Penalty: 3116.004150
	Iteration 19Q: 3 clusters Score -45933.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -45949.437500 Penalty: 3116.004150
	Iteration 20F: 3 clusters Score -45949.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -45965.496094 Penalty: 3116.004150
	Iteration 21Q: 3 clusters Score -45965.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -45967.343750 Penalty: 3116.004150
	Iteration 22Q: 3 clusters Score -45967.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -45969.882812 Penalty: 3116.004150
	Iteration 23Q: 3 clusters Score -45969.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -45973.023438 Penalty: 3116.004150
	Iteration 24Q: 3 clusters Score -45973.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -45976.539062 Penalty: 3116.004150
	Iteration 25Q: 3 clusters Score -45976.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -45990.296875 Penalty: 3116.004150
	Iteration 26Q: 3 clusters Score -45990.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -45997.402344 Penalty: 3116.004150
	Iteration 27Q: 3 clusters Score -45997.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -46003.156250 Penalty: 3116.004150
	Iteration 28Q: 3 clusters Score -46003.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46005.582031 Penalty: 3116.004150
	Iteration 29Q: 3 clusters Score -46005.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46008.250000 Penalty: 3116.004150
	Iteration 30Q: 3 clusters Score -46008.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46014.039062 Penalty: 3116.004150
	Iteration 31Q: 3 clusters Score -46014.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -46017.859375 Penalty: 3116.004150
	Iteration 32Q: 3 clusters Score -46017.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46030.941406 Penalty: 3116.004150
	Iteration 33Q: 3 clusters Score -46030.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46046.550781 Penalty: 3116.004150
	Iteration 34Q: 3 clusters Score -46046.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46067.988281 Penalty: 3116.004150
	Iteration 35Q: 3 clusters Score -46067.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46076.308594 Penalty: 3116.004150
	Iteration 36Q: 3 clusters Score -46076.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -46082.714844 Penalty: 3116.004150
	Iteration 37Q: 3 clusters Score -46082.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -46089.058594 Penalty: 3116.004150
	Iteration 38Q: 3 clusters Score -46089.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -46090.601562 Penalty: 3116.004150
	Iteration 39Q: 3 clusters Score -46090.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -46090.601562 Penalty: 3116.004150
	Iteration 40F: 3 clusters Score -46090.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Entering Unmasked Estep 
Score: -1023267.500000 Penalty: 2273.419678
	Iteration 0F: 2 clusters Score -1023268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1015875.250000 Penalty: 4546.839355
	Iteration 0F: 3 clusters Score -1015875 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1018189.500000 Penalty: 4546.839355
	Iteration 1F: 3 clusters Score -1018190 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1018769.000000 Penalty: 4546.839355
	Iteration 2F: 3 clusters Score -1018769 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1019310.750000 Penalty: 4546.839355
	Iteration 3F: 3 clusters Score -1019311 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1019818.375000 Penalty: 4546.839355
	Iteration 4F: 3 clusters Score -1019818 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1020248.062500 Penalty: 4546.839355
	Iteration 5F: 3 clusters Score -1020248 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1020661.125000 Penalty: 4546.839355
	Iteration 6F: 3 clusters Score -1020661 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1021015.937500 Penalty: 4546.839355
	Iteration 7Q: 3 clusters Score -1021016 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1021292.250000 Penalty: 4546.839355
	Iteration 8Q: 3 clusters Score -1021292 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1021492.000000 Penalty: 4546.839355
	Iteration 9Q: 3 clusters Score -1021492 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1021635.187500 Penalty: 4546.839355
	Iteration 10Q: 3 clusters Score -1021635 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1021727.687500 Penalty: 4546.839355
	Iteration 11Q: 3 clusters Score -1021728 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1021804.750000 Penalty: 4546.839355
	Iteration 12Q: 3 clusters Score -1021805 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1021852.812500 Penalty: 4546.839355
	Iteration 13Q: 3 clusters Score -1021853 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1021898.750000 Penalty: 4546.839355
	Iteration 14Q: 3 clusters Score -1021899 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1021937.187500 Penalty: 4546.839355
	Iteration 15Q: 3 clusters Score -1021937 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1021968.062500 Penalty: 4546.839355
	Iteration 16Q: 3 clusters Score -1021968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1021979.562500 Penalty: 4546.839355
	Iteration 17Q: 3 clusters Score -1021980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1021987.750000 Penalty: 4546.839355
	Iteration 18Q: 3 clusters Score -1021988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1021996.375000 Penalty: 4546.839355
	Iteration 19Q: 3 clusters Score -1021996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1022002.500000 Penalty: 4546.839355
	Iteration 20F: 3 clusters Score -1022002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1022003.750000 Penalty: 4546.839355
	Iteration 21Q: 3 clusters Score -1022004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1022004.250000 Penalty: 4546.839355
	Iteration 22Q: 3 clusters Score -1022004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1022005.812500 Penalty: 4546.839355
	Iteration 23Q: 3 clusters Score -1022006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1022005.812500 Penalty: 4546.839355
	Iteration 24F: 3 clusters Score -1022006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Entering Unmasked Estep 
Score: -1547808.000000 Penalty: 2368.758301
	Iteration 0F: 2 clusters Score -1547808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1537478.750000 Penalty: 4737.516602
	Iteration 0F: 3 clusters Score -1537479 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1540666.250000 Penalty: 4737.516602
	Iteration 1F: 3 clusters Score -1540666 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1541078.000000 Penalty: 4737.516602
	Iteration 2F: 3 clusters Score -1541078 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1541382.625000 Penalty: 4737.516602
	Iteration 3F: 3 clusters Score -1541383 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1541647.375000 Penalty: 4737.516602
	Iteration 4Q: 3 clusters Score -1541647 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1541883.375000 Penalty: 4737.516602
	Iteration 5Q: 3 clusters Score -1541883 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1542128.250000 Penalty: 4737.516602
	Iteration 6Q: 3 clusters Score -1542128 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1542334.500000 Penalty: 4737.516602
	Iteration 7Q: 3 clusters Score -1542334 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1542534.625000 Penalty: 4737.516602
	Iteration 8Q: 3 clusters Score -1542535 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1542759.000000 Penalty: 4737.516602
	Iteration 9Q: 3 clusters Score -1542759 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1542982.250000 Penalty: 4737.516602
	Iteration 10Q: 3 clusters Score -1542982 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1543184.250000 Penalty: 4737.516602
	Iteration 11Q: 3 clusters Score -1543184 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1543359.500000 Penalty: 4737.516602
	Iteration 12Q: 3 clusters Score -1543360 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1543493.375000 Penalty: 4737.516602
	Iteration 13Q: 3 clusters Score -1543493 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1543590.000000 Penalty: 4737.516602
	Iteration 14Q: 3 clusters Score -1543590 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1543677.000000 Penalty: 4737.516602
	Iteration 15Q: 3 clusters Score -1543677 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1543747.375000 Penalty: 4737.516602
	Iteration 16Q: 3 clusters Score -1543747 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1543799.250000 Penalty: 4737.516602
	Iteration 17Q: 3 clusters Score -1543799 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1543849.625000 Penalty: 4737.516602
	Iteration 18Q: 3 clusters Score -1543850 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1543874.625000 Penalty: 4737.516602
	Iteration 19Q: 3 clusters Score -1543875 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1543903.375000 Penalty: 4737.516602
	Iteration 20F: 3 clusters Score -1543903 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1543925.750000 Penalty: 4737.516602
	Iteration 21Q: 3 clusters Score -1543926 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1543946.375000 Penalty: 4737.516602
	Iteration 22Q: 3 clusters Score -1543946 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1543960.750000 Penalty: 4737.516602
	Iteration 23Q: 3 clusters Score -1543961 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1543970.125000 Penalty: 4737.516602
	Iteration 24Q: 3 clusters Score -1543970 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1543977.875000 Penalty: 4737.516602
	Iteration 25Q: 3 clusters Score -1543978 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1543985.000000 Penalty: 4737.516602
	Iteration 26Q: 3 clusters Score -1543985 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1543986.625000 Penalty: 4737.516602
	Iteration 27Q: 3 clusters Score -1543987 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1543990.375000 Penalty: 4737.516602
	Iteration 28Q: 3 clusters Score -1543990 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1543995.625000 Penalty: 4737.516602
	Iteration 29Q: 3 clusters Score -1543996 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1544003.750000 Penalty: 4737.516602
	Iteration 30Q: 3 clusters Score -1544004 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1544005.375000 Penalty: 4737.516602
	Iteration 31Q: 3 clusters Score -1544005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1544007.750000 Penalty: 4737.516602
	Iteration 32Q: 3 clusters Score -1544008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1544012.375000 Penalty: 4737.516602
	Iteration 33Q: 3 clusters Score -1544012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1544013.500000 Penalty: 4737.516602
	Iteration 34Q: 3 clusters Score -1544014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1544011.625000 Penalty: 4737.516602
	Iteration 35Q: 3 clusters Score -1544012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1544017.750000 Penalty: 4737.516602
	Iteration 36Q: 3 clusters Score -1544018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1544016.875000 Penalty: 4737.516602
	Iteration 37Q: 3 clusters Score -1544017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1544020.625000 Penalty: 4737.516602
	Iteration 38Q: 3 clusters Score -1544021 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1544022.500000 Penalty: 4737.516602
	Iteration 39Q: 3 clusters Score -1544022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1544022.875000 Penalty: 4737.516602
	Iteration 40F: 3 clusters Score -1544023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1544022.500000 Penalty: 4737.516602
	Iteration 41Q: 3 clusters Score -1544022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1544020.875000 Penalty: 4737.516602
	Iteration 42Q: 3 clusters Score -1544021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1544026.375000 Penalty: 4737.516602
	Iteration 43Q: 3 clusters Score -1544026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1544023.000000 Penalty: 4737.516602
	Iteration 44Q: 3 clusters Score -1544023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1544023.500000 Penalty: 4737.516602
	Iteration 45Q: 3 clusters Score -1544024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1544025.000000 Penalty: 4737.516602
	Iteration 46Q: 3 clusters Score -1544025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1544024.875000 Penalty: 4737.516602
	Iteration 47Q: 3 clusters Score -1544025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1544024.625000 Penalty: 4737.516602
	Iteration 48Q: 3 clusters Score -1544025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1544024.750000 Penalty: 4737.516602
	Iteration 49Q: 3 clusters Score -1544025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1544026.250000 Penalty: 4737.516602
	Iteration 50Q: 3 clusters Score -1544026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1544028.625000 Penalty: 4737.516602
	Iteration 51Q: 3 clusters Score -1544029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1544026.375000 Penalty: 4737.516602
	Iteration 52Q: 3 clusters Score -1544026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1544024.250000 Penalty: 4737.516602
	Iteration 53Q: 3 clusters Score -1544024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1544025.000000 Penalty: 4737.516602
	Iteration 54Q: 3 clusters Score -1544025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1544024.875000 Penalty: 4737.516602
	Iteration 55Q: 3 clusters Score -1544025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1544026.375000 Penalty: 4737.516602
	Iteration 56Q: 3 clusters Score -1544026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1544028.875000 Penalty: 4737.516602
	Iteration 57Q: 3 clusters Score -1544029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1544030.125000 Penalty: 4737.516602
	Iteration 58Q: 3 clusters Score -1544030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1544030.625000 Penalty: 4737.516602
	Iteration 59Q: 3 clusters Score -1544031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1544030.625000 Penalty: 4737.516602
	Iteration 60F: 3 clusters Score -1544031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1544034.625000 Penalty: 4737.516602
	Iteration 61Q: 3 clusters Score -1544035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1544037.375000 Penalty: 4737.516602
	Iteration 62Q: 3 clusters Score -1544037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1544036.875000 Penalty: 4737.516602
	Iteration 63Q: 3 clusters Score -1544037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1544035.875000 Penalty: 4737.516602
	Iteration 64Q: 3 clusters Score -1544036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1544034.750000 Penalty: 4737.516602
	Iteration 65Q: 3 clusters Score -1544035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1544034.500000 Penalty: 4737.516602
	Iteration 66Q: 3 clusters Score -1544034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1544033.375000 Penalty: 4737.516602
	Iteration 67Q: 3 clusters Score -1544033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1544030.625000 Penalty: 4737.516602
	Iteration 68Q: 3 clusters Score -1544031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1544030.625000 Penalty: 4737.516602
	Iteration 69F: 3 clusters Score -1544031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -541936.562500 Penalty: 2138.992676
	Iteration 0F: 2 clusters Score -541936.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -537183.375000 Penalty: 4277.985352
	Iteration 0F: 3 clusters Score -537183.4 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -538746.187500 Penalty: 4277.985352
	Iteration 1F: 3 clusters Score -538746.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -539196.312500 Penalty: 4277.985352
	Iteration 2F: 3 clusters Score -539196.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -539588.687500 Penalty: 4277.985352
	Iteration 3F: 3 clusters Score -539588.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -539932.500000 Penalty: 4277.985352
	Iteration 4F: 3 clusters Score -539932.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -540169.187500 Penalty: 4277.985352
	Iteration 5F: 3 clusters Score -540169.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -540338.062500 Penalty: 4277.985352
	Iteration 6Q: 3 clusters Score -540338.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -540536.375000 Penalty: 4277.985352
	Iteration 7Q: 3 clusters Score -540536.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -540745.437500 Penalty: 4277.985352
	Iteration 8Q: 3 clusters Score -540745.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -540932.625000 Penalty: 4277.985352
	Iteration 9Q: 3 clusters Score -540932.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -541108.687500 Penalty: 4277.985352
	Iteration 10Q: 3 clusters Score -541108.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -541224.187500 Penalty: 4277.985352
	Iteration 11Q: 3 clusters Score -541224.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -541298.437500 Penalty: 4277.985352
	Iteration 12Q: 3 clusters Score -541298.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -541360.375000 Penalty: 4277.985352
	Iteration 13Q: 3 clusters Score -541360.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -541415.625000 Penalty: 4277.985352
	Iteration 14Q: 3 clusters Score -541415.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -541448.437500 Penalty: 4277.985352
	Iteration 15Q: 3 clusters Score -541448.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -541466.250000 Penalty: 4277.985352
	Iteration 16Q: 3 clusters Score -541466.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -541477.750000 Penalty: 4277.985352
	Iteration 17Q: 3 clusters Score -541477.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -541494.062500 Penalty: 4277.985352
	Iteration 18Q: 3 clusters Score -541494.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -541506.437500 Penalty: 4277.985352
	Iteration 19Q: 3 clusters Score -541506.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -541522.812500 Penalty: 4277.985352
	Iteration 20F: 3 clusters Score -541522.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -541542.062500 Penalty: 4277.985352
	Iteration 21Q: 3 clusters Score -541542.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -541555.000000 Penalty: 4277.985352
	Iteration 22Q: 3 clusters Score -541555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -541559.875000 Penalty: 4277.985352
	Iteration 23Q: 3 clusters Score -541559.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -541566.000000 Penalty: 4277.985352
	Iteration 24Q: 3 clusters Score -541566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -541569.250000 Penalty: 4277.985352
	Iteration 25Q: 3 clusters Score -541569.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -541571.625000 Penalty: 4277.985352
	Iteration 26Q: 3 clusters Score -541571.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -541572.375000 Penalty: 4277.985352
	Iteration 27Q: 3 clusters Score -541572.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -541574.625000 Penalty: 4277.985352
	Iteration 28Q: 3 clusters Score -541574.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -541576.750000 Penalty: 4277.985352
	Iteration 29Q: 3 clusters Score -541576.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -541579.312500 Penalty: 4277.985352
	Iteration 30Q: 3 clusters Score -541579.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -541579.250000 Penalty: 4277.985352
	Iteration 31Q: 3 clusters Score -541579.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -541582.187500 Penalty: 4277.985352
	Iteration 32Q: 3 clusters Score -541582.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -541584.250000 Penalty: 4277.985352
	Iteration 33Q: 3 clusters Score -541584.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -541586.187500 Penalty: 4277.985352
	Iteration 34Q: 3 clusters Score -541586.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -541588.750000 Penalty: 4277.985352
	Iteration 35Q: 3 clusters Score -541588.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -541588.312500 Penalty: 4277.985352
	Iteration 36Q: 3 clusters Score -541588.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -541589.875000 Penalty: 4277.985352
	Iteration 37Q: 3 clusters Score -541589.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -541590.687500 Penalty: 4277.985352
	Iteration 38Q: 3 clusters Score -541590.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -541591.000000 Penalty: 4277.985352
	Iteration 39Q: 3 clusters Score -541591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -541591.375000 Penalty: 4277.985352
	Iteration 40F: 3 clusters Score -541591.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -541591.437500 Penalty: 4277.985352
	Iteration 41Q: 3 clusters Score -541591.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -541591.437500 Penalty: 4277.985352
	Iteration 42F: 3 clusters Score -541591.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (18191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Entering Unmasked Estep 
Score: -1749310.125000 Penalty: 2432.553223
	Iteration 0F: 2 clusters Score -1749310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1736442.000000 Penalty: 4865.106445
	Iteration 0F: 3 clusters Score -1736442 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1740948.125000 Penalty: 4865.106445
	Iteration 1F: 3 clusters Score -1740948 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1741511.625000 Penalty: 4865.106445
	Iteration 2F: 3 clusters Score -1741512 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1742134.625000 Penalty: 4865.106445
	Iteration 3F: 3 clusters Score -1742135 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1742794.375000 Penalty: 4865.106445
	Iteration 4F: 3 clusters Score -1742794 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1743472.125000 Penalty: 4865.106445
	Iteration 5F: 3 clusters Score -1743472 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1744069.625000 Penalty: 4865.106445
	Iteration 6F: 3 clusters Score -1744070 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1744625.000000 Penalty: 4865.106445
	Iteration 7F: 3 clusters Score -1744625 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1745098.250000 Penalty: 4865.106445
	Iteration 8Q: 3 clusters Score -1745098 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1745517.750000 Penalty: 4865.106445
	Iteration 9Q: 3 clusters Score -1745518 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1745873.500000 Penalty: 4865.106445
	Iteration 10Q: 3 clusters Score -1745874 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1746178.625000 Penalty: 4865.106445
	Iteration 11Q: 3 clusters Score -1746179 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1746487.875000 Penalty: 4865.106445
	Iteration 12Q: 3 clusters Score -1746488 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1746766.875000 Penalty: 4865.106445
	Iteration 13Q: 3 clusters Score -1746767 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1747013.500000 Penalty: 4865.106445
	Iteration 14Q: 3 clusters Score -1747014 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1747186.500000 Penalty: 4865.106445
	Iteration 15Q: 3 clusters Score -1747186 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1747301.250000 Penalty: 4865.106445
	Iteration 16Q: 3 clusters Score -1747301 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1747376.875000 Penalty: 4865.106445
	Iteration 17Q: 3 clusters Score -1747377 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1747444.375000 Penalty: 4865.106445
	Iteration 18Q: 3 clusters Score -1747444 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1747515.500000 Penalty: 4865.106445
	Iteration 19Q: 3 clusters Score -1747516 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1747587.000000 Penalty: 4865.106445
	Iteration 20F: 3 clusters Score -1747587 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1747635.875000 Penalty: 4865.106445
	Iteration 21Q: 3 clusters Score -1747636 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1747674.000000 Penalty: 4865.106445
	Iteration 22Q: 3 clusters Score -1747674 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1747711.750000 Penalty: 4865.106445
	Iteration 23Q: 3 clusters Score -1747712 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1747741.250000 Penalty: 4865.106445
	Iteration 24Q: 3 clusters Score -1747741 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1747774.000000 Penalty: 4865.106445
	Iteration 25Q: 3 clusters Score -1747774 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1747805.875000 Penalty: 4865.106445
	Iteration 26Q: 3 clusters Score -1747806 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1747835.750000 Penalty: 4865.106445
	Iteration 27Q: 3 clusters Score -1747836 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1747869.125000 Penalty: 4865.106445
	Iteration 28Q: 3 clusters Score -1747869 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1747900.125000 Penalty: 4865.106445
	Iteration 29Q: 3 clusters Score -1747900 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1747925.750000 Penalty: 4865.106445
	Iteration 30Q: 3 clusters Score -1747926 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1747950.375000 Penalty: 4865.106445
	Iteration 31Q: 3 clusters Score -1747950 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1747970.375000 Penalty: 4865.106445
	Iteration 32Q: 3 clusters Score -1747970 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1747983.250000 Penalty: 4865.106445
	Iteration 33Q: 3 clusters Score -1747983 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1747990.875000 Penalty: 4865.106445
	Iteration 34Q: 3 clusters Score -1747991 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1747993.875000 Penalty: 4865.106445
	Iteration 35Q: 3 clusters Score -1747994 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1747998.625000 Penalty: 4865.106445
	Iteration 36Q: 3 clusters Score -1747999 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1748007.750000 Penalty: 4865.106445
	Iteration 37Q: 3 clusters Score -1748008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1748009.375000 Penalty: 4865.106445
	Iteration 38Q: 3 clusters Score -1748009 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1748012.250000 Penalty: 4865.106445
	Iteration 39Q: 3 clusters Score -1748012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1748021.750000 Penalty: 4865.106445
	Iteration 40F: 3 clusters Score -1748022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1748020.625000 Penalty: 4865.106445
	Iteration 41Q: 3 clusters Score -1748021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1748018.125000 Penalty: 4865.106445
	Iteration 42Q: 3 clusters Score -1748018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1748019.875000 Penalty: 4865.106445
	Iteration 43Q: 3 clusters Score -1748020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1748022.875000 Penalty: 4865.106445
	Iteration 44Q: 3 clusters Score -1748023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1748026.750000 Penalty: 4865.106445
	Iteration 45Q: 3 clusters Score -1748027 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1748030.875000 Penalty: 4865.106445
	Iteration 46Q: 3 clusters Score -1748031 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1748033.500000 Penalty: 4865.106445
	Iteration 47Q: 3 clusters Score -1748034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1748040.625000 Penalty: 4865.106445
	Iteration 48Q: 3 clusters Score -1748041 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1748049.500000 Penalty: 4865.106445
	Iteration 49Q: 3 clusters Score -1748050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1748050.375000 Penalty: 4865.106445
	Iteration 50Q: 3 clusters Score -1748050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1748049.750000 Penalty: 4865.106445
	Iteration 51Q: 3 clusters Score -1748050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1748049.625000 Penalty: 4865.106445
	Iteration 52Q: 3 clusters Score -1748050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1748052.125000 Penalty: 4865.106445
	Iteration 53Q: 3 clusters Score -1748052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1748055.625000 Penalty: 4865.106445
	Iteration 54Q: 3 clusters Score -1748056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1748056.000000 Penalty: 4865.106445
	Iteration 55Q: 3 clusters Score -1748056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1748053.625000 Penalty: 4865.106445
	Iteration 56Q: 3 clusters Score -1748054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1748056.125000 Penalty: 4865.106445
	Iteration 57Q: 3 clusters Score -1748056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1748053.500000 Penalty: 4865.106445
	Iteration 58Q: 3 clusters Score -1748054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1748055.375000 Penalty: 4865.106445
	Iteration 59Q: 3 clusters Score -1748055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1748055.375000 Penalty: 4865.106445
	Iteration 60F: 3 clusters Score -1748055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1748057.625000 Penalty: 4865.106445
	Iteration 61Q: 3 clusters Score -1748058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1748061.875000 Penalty: 4865.106445
	Iteration 62Q: 3 clusters Score -1748062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1748061.625000 Penalty: 4865.106445
	Iteration 63Q: 3 clusters Score -1748062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1748061.375000 Penalty: 4865.106445
	Iteration 64Q: 3 clusters Score -1748061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1748061.000000 Penalty: 4865.106445
	Iteration 65Q: 3 clusters Score -1748061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1748061.000000 Penalty: 4865.106445
	Iteration 66F: 3 clusters Score -1748061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (16568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Entering Unmasked Estep 
Score: -1774762.375000 Penalty: 2409.376465
	Iteration 0F: 2 clusters Score -1774762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1762851.125000 Penalty: 4818.752930
	Iteration 0F: 3 clusters Score -1762851 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1766845.875000 Penalty: 4818.752930
	Iteration 1F: 3 clusters Score -1766846 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1767386.500000 Penalty: 4818.752930
	Iteration 2F: 3 clusters Score -1767386 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1767981.000000 Penalty: 4818.752930
	Iteration 3F: 3 clusters Score -1767981 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1768659.875000 Penalty: 4818.752930
	Iteration 4F: 3 clusters Score -1768660 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1769463.500000 Penalty: 4818.752930
	Iteration 5F: 3 clusters Score -1769464 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1770428.250000 Penalty: 4818.752930
	Iteration 6F: 3 clusters Score -1770428 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1771379.375000 Penalty: 4818.752930
	Iteration 7F: 3 clusters Score -1771379 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1772238.000000 Penalty: 4818.752930
	Iteration 8F: 3 clusters Score -1772238 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1772814.000000 Penalty: 4818.752930
	Iteration 9Q: 3 clusters Score -1772814 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1773139.625000 Penalty: 4818.752930
	Iteration 10Q: 3 clusters Score -1773140 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1773328.875000 Penalty: 4818.752930
	Iteration 11Q: 3 clusters Score -1773329 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1773426.875000 Penalty: 4818.752930
	Iteration 12Q: 3 clusters Score -1773427 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1773476.375000 Penalty: 4818.752930
	Iteration 13Q: 3 clusters Score -1773476 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1773509.500000 Penalty: 4818.752930
	Iteration 14Q: 3 clusters Score -1773510 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1773532.000000 Penalty: 4818.752930
	Iteration 15Q: 3 clusters Score -1773532 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1773558.375000 Penalty: 4818.752930
	Iteration 16Q: 3 clusters Score -1773558 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1773577.125000 Penalty: 4818.752930
	Iteration 17Q: 3 clusters Score -1773577 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1773590.625000 Penalty: 4818.752930
	Iteration 18Q: 3 clusters Score -1773591 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1773605.000000 Penalty: 4818.752930
	Iteration 19Q: 3 clusters Score -1773605 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1773615.875000 Penalty: 4818.752930
	Iteration 20F: 3 clusters Score -1773616 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1773624.625000 Penalty: 4818.752930
	Iteration 21Q: 3 clusters Score -1773625 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1773628.750000 Penalty: 4818.752930
	Iteration 22Q: 3 clusters Score -1773629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1773632.375000 Penalty: 4818.752930
	Iteration 23Q: 3 clusters Score -1773632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1773637.750000 Penalty: 4818.752930
	Iteration 24Q: 3 clusters Score -1773638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1773641.000000 Penalty: 4818.752930
	Iteration 25Q: 3 clusters Score -1773641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1773640.375000 Penalty: 4818.752930
	Iteration 26Q: 3 clusters Score -1773640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1773643.500000 Penalty: 4818.752930
	Iteration 27Q: 3 clusters Score -1773644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1773642.875000 Penalty: 4818.752930
	Iteration 28Q: 3 clusters Score -1773643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1773643.375000 Penalty: 4818.752930
	Iteration 29Q: 3 clusters Score -1773643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1773647.500000 Penalty: 4818.752930
	Iteration 30Q: 3 clusters Score -1773648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1773644.875000 Penalty: 4818.752930
	Iteration 31Q: 3 clusters Score -1773645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1773649.500000 Penalty: 4818.752930
	Iteration 32Q: 3 clusters Score -1773650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1773648.125000 Penalty: 4818.752930
	Iteration 33Q: 3 clusters Score -1773648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1773646.625000 Penalty: 4818.752930
	Iteration 34Q: 3 clusters Score -1773647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1773647.625000 Penalty: 4818.752930
	Iteration 35Q: 3 clusters Score -1773648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1773647.000000 Penalty: 4818.752930
	Iteration 36Q: 3 clusters Score -1773647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1773648.375000 Penalty: 4818.752930
	Iteration 37Q: 3 clusters Score -1773648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1773651.875000 Penalty: 4818.752930
	Iteration 38Q: 3 clusters Score -1773652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1773652.125000 Penalty: 4818.752930
	Iteration 39Q: 3 clusters Score -1773652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1773656.750000 Penalty: 4818.752930
	Iteration 40F: 3 clusters Score -1773657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1773658.750000 Penalty: 4818.752930
	Iteration 41Q: 3 clusters Score -1773659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1773662.125000 Penalty: 4818.752930
	Iteration 42Q: 3 clusters Score -1773662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1773663.375000 Penalty: 4818.752930
	Iteration 43Q: 3 clusters Score -1773663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1773663.375000 Penalty: 4818.752930
	Iteration 44Q: 3 clusters Score -1773663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1773665.625000 Penalty: 4818.752930
	Iteration 45Q: 3 clusters Score -1773666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1773664.375000 Penalty: 4818.752930
	Iteration 46Q: 3 clusters Score -1773664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1773666.625000 Penalty: 4818.752930
	Iteration 47Q: 3 clusters Score -1773667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1773666.750000 Penalty: 4818.752930
	Iteration 48Q: 3 clusters Score -1773667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1773666.250000 Penalty: 4818.752930
	Iteration 49Q: 3 clusters Score -1773666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1773665.625000 Penalty: 4818.752930
	Iteration 50Q: 3 clusters Score -1773666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1773669.000000 Penalty: 4818.752930
	Iteration 51Q: 3 clusters Score -1773669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1773669.000000 Penalty: 4818.752930
	Iteration 52Q: 3 clusters Score -1773669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1773670.125000 Penalty: 4818.752930
	Iteration 53Q: 3 clusters Score -1773670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1773670.125000 Penalty: 4818.752930
	Iteration 54F: 3 clusters Score -1773670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Entering Unmasked Estep 
Score: -1055053.875000 Penalty: 2294.272461
	Iteration 0F: 2 clusters Score -1055054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1047174.500000 Penalty: 4588.544922
	Iteration 0F: 3 clusters Score -1047174 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1049565.625000 Penalty: 4588.544922
	Iteration 1F: 3 clusters Score -1049566 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1050015.000000 Penalty: 4588.544922
	Iteration 2F: 3 clusters Score -1050015 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1050406.000000 Penalty: 4588.544922
	Iteration 3F: 3 clusters Score -1050406 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1050713.375000 Penalty: 4588.544922
	Iteration 4F: 3 clusters Score -1050713 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1050967.125000 Penalty: 4588.544922
	Iteration 5Q: 3 clusters Score -1050967 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1051205.375000 Penalty: 4588.544922
	Iteration 6Q: 3 clusters Score -1051205 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1051417.125000 Penalty: 4588.544922
	Iteration 7Q: 3 clusters Score -1051417 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1051623.000000 Penalty: 4588.544922
	Iteration 8Q: 3 clusters Score -1051623 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1051823.750000 Penalty: 4588.544922
	Iteration 9Q: 3 clusters Score -1051824 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1051998.750000 Penalty: 4588.544922
	Iteration 10Q: 3 clusters Score -1051999 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1052143.250000 Penalty: 4588.544922
	Iteration 11Q: 3 clusters Score -1052143 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1052265.500000 Penalty: 4588.544922
	Iteration 12Q: 3 clusters Score -1052266 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1052361.625000 Penalty: 4588.544922
	Iteration 13Q: 3 clusters Score -1052362 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1052480.750000 Penalty: 4588.544922
	Iteration 14Q: 3 clusters Score -1052481 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1052581.250000 Penalty: 4588.544922
	Iteration 15Q: 3 clusters Score -1052581 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1052686.750000 Penalty: 4588.544922
	Iteration 16Q: 3 clusters Score -1052687 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1052827.250000 Penalty: 4588.544922
	Iteration 17Q: 3 clusters Score -1052827 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1053001.000000 Penalty: 4588.544922
	Iteration 18Q: 3 clusters Score -1053001 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1053138.250000 Penalty: 4588.544922
	Iteration 19Q: 3 clusters Score -1053138 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1053244.625000 Penalty: 4588.544922
	Iteration 20F: 3 clusters Score -1053245 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1053330.250000 Penalty: 4588.544922
	Iteration 21Q: 3 clusters Score -1053330 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1053381.250000 Penalty: 4588.544922
	Iteration 22Q: 3 clusters Score -1053381 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1053414.875000 Penalty: 4588.544922
	Iteration 23Q: 3 clusters Score -1053415 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1053434.125000 Penalty: 4588.544922
	Iteration 24Q: 3 clusters Score -1053434 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1053458.000000 Penalty: 4588.544922
	Iteration 25Q: 3 clusters Score -1053458 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1053479.000000 Penalty: 4588.544922
	Iteration 26Q: 3 clusters Score -1053479 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1053495.625000 Penalty: 4588.544922
	Iteration 27Q: 3 clusters Score -1053496 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1053503.875000 Penalty: 4588.544922
	Iteration 28Q: 3 clusters Score -1053504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1053508.125000 Penalty: 4588.544922
	Iteration 29Q: 3 clusters Score -1053508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1053512.875000 Penalty: 4588.544922
	Iteration 30Q: 3 clusters Score -1053513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1053514.500000 Penalty: 4588.544922
	Iteration 31Q: 3 clusters Score -1053514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1053514.625000 Penalty: 4588.544922
	Iteration 32Q: 3 clusters Score -1053515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1053515.500000 Penalty: 4588.544922
	Iteration 33Q: 3 clusters Score -1053516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1053521.500000 Penalty: 4588.544922
	Iteration 34Q: 3 clusters Score -1053522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1053525.625000 Penalty: 4588.544922
	Iteration 35Q: 3 clusters Score -1053526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1053528.625000 Penalty: 4588.544922
	Iteration 36Q: 3 clusters Score -1053529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1053532.500000 Penalty: 4588.544922
	Iteration 37Q: 3 clusters Score -1053532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1053535.625000 Penalty: 4588.544922
	Iteration 38Q: 3 clusters Score -1053536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1053538.625000 Penalty: 4588.544922
	Iteration 39Q: 3 clusters Score -1053539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1053544.125000 Penalty: 4588.544922
	Iteration 40F: 3 clusters Score -1053544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1053545.875000 Penalty: 4588.544922
	Iteration 41Q: 3 clusters Score -1053546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1053544.500000 Penalty: 4588.544922
	Iteration 42Q: 3 clusters Score -1053544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1053547.000000 Penalty: 4588.544922
	Iteration 43Q: 3 clusters Score -1053547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1053549.375000 Penalty: 4588.544922
	Iteration 44Q: 3 clusters Score -1053549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1053550.625000 Penalty: 4588.544922
	Iteration 45Q: 3 clusters Score -1053551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1053554.000000 Penalty: 4588.544922
	Iteration 46Q: 3 clusters Score -1053554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1053556.500000 Penalty: 4588.544922
	Iteration 47Q: 3 clusters Score -1053556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1053557.125000 Penalty: 4588.544922
	Iteration 48Q: 3 clusters Score -1053557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1053558.625000 Penalty: 4588.544922
	Iteration 49Q: 3 clusters Score -1053559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1053561.500000 Penalty: 4588.544922
	Iteration 50Q: 3 clusters Score -1053562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1053563.875000 Penalty: 4588.544922
	Iteration 51Q: 3 clusters Score -1053564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1053566.125000 Penalty: 4588.544922
	Iteration 52Q: 3 clusters Score -1053566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1053565.750000 Penalty: 4588.544922
	Iteration 53Q: 3 clusters Score -1053566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1053566.750000 Penalty: 4588.544922
	Iteration 54Q: 3 clusters Score -1053567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1053567.875000 Penalty: 4588.544922
	Iteration 55Q: 3 clusters Score -1053568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1053569.375000 Penalty: 4588.544922
	Iteration 56Q: 3 clusters Score -1053569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1053569.750000 Penalty: 4588.544922
	Iteration 57Q: 3 clusters Score -1053570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1053571.000000 Penalty: 4588.544922
	Iteration 58Q: 3 clusters Score -1053571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1053573.750000 Penalty: 4588.544922
	Iteration 59Q: 3 clusters Score -1053574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1053575.625000 Penalty: 4588.544922
	Iteration 60F: 3 clusters Score -1053576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1053576.750000 Penalty: 4588.544922
	Iteration 61Q: 3 clusters Score -1053577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1053578.250000 Penalty: 4588.544922
	Iteration 62Q: 3 clusters Score -1053578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1053579.500000 Penalty: 4588.544922
	Iteration 63Q: 3 clusters Score -1053580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1053581.625000 Penalty: 4588.544922
	Iteration 64Q: 3 clusters Score -1053582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1053584.750000 Penalty: 4588.544922
	Iteration 65Q: 3 clusters Score -1053585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1053590.250000 Penalty: 4588.544922
	Iteration 66Q: 3 clusters Score -1053590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1053593.750000 Penalty: 4588.544922
	Iteration 67Q: 3 clusters Score -1053594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1053597.625000 Penalty: 4588.544922
	Iteration 68Q: 3 clusters Score -1053598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1053600.000000 Penalty: 4588.544922
	Iteration 69Q: 3 clusters Score -1053600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1053604.875000 Penalty: 4588.544922
	Iteration 70Q: 3 clusters Score -1053605 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1053612.500000 Penalty: 4588.544922
	Iteration 71Q: 3 clusters Score -1053612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1053612.750000 Penalty: 4588.544922
	Iteration 72Q: 3 clusters Score -1053613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1053613.875000 Penalty: 4588.544922
	Iteration 73Q: 3 clusters Score -1053614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1053619.500000 Penalty: 4588.544922
	Iteration 74Q: 3 clusters Score -1053620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1053620.500000 Penalty: 4588.544922
	Iteration 75Q: 3 clusters Score -1053620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1053618.375000 Penalty: 4588.544922
	Iteration 76Q: 3 clusters Score -1053618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1053620.625000 Penalty: 4588.544922
	Iteration 77Q: 3 clusters Score -1053621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1053621.250000 Penalty: 4588.544922
	Iteration 78Q: 3 clusters Score -1053621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1053624.125000 Penalty: 4588.544922
	Iteration 79Q: 3 clusters Score -1053624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1053622.875000 Penalty: 4588.544922
	Iteration 80F: 3 clusters Score -1053623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Entering Unmasked Estep 
Score: -756395.625000 Penalty: 2192.822510
	Iteration 0F: 2 clusters Score -756395.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -750670.750000 Penalty: 4385.645020
	Iteration 0F: 3 clusters Score -750670.8 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -752296.000000 Penalty: 4385.645020
	Iteration 1F: 3 clusters Score -752296 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -752641.187500 Penalty: 4385.645020
	Iteration 2F: 3 clusters Score -752641.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -752907.500000 Penalty: 4385.645020
	Iteration 3F: 3 clusters Score -752907.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -753198.687500 Penalty: 4385.645020
	Iteration 4F: 3 clusters Score -753198.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -753554.125000 Penalty: 4385.645020
	Iteration 5F: 3 clusters Score -753554.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -753947.000000 Penalty: 4385.645020
	Iteration 6F: 3 clusters Score -753947 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -754311.562500 Penalty: 4385.645020
	Iteration 7F: 3 clusters Score -754311.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -754620.375000 Penalty: 4385.645020
	Iteration 8Q: 3 clusters Score -754620.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -754898.000000 Penalty: 4385.645020
	Iteration 9Q: 3 clusters Score -754898 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -755112.250000 Penalty: 4385.645020
	Iteration 10Q: 3 clusters Score -755112.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -755258.937500 Penalty: 4385.645020
	Iteration 11Q: 3 clusters Score -755258.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -755388.062500 Penalty: 4385.645020
	Iteration 12Q: 3 clusters Score -755388.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -755516.812500 Penalty: 4385.645020
	Iteration 13Q: 3 clusters Score -755516.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -755612.000000 Penalty: 4385.645020
	Iteration 14Q: 3 clusters Score -755612 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -755671.375000 Penalty: 4385.645020
	Iteration 15Q: 3 clusters Score -755671.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -755708.687500 Penalty: 4385.645020
	Iteration 16Q: 3 clusters Score -755708.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -755731.000000 Penalty: 4385.645020
	Iteration 17Q: 3 clusters Score -755731 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -755739.187500 Penalty: 4385.645020
	Iteration 18Q: 3 clusters Score -755739.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -755746.125000 Penalty: 4385.645020
	Iteration 19Q: 3 clusters Score -755746.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -755745.750000 Penalty: 4385.645020
	Iteration 20F: 3 clusters Score -755745.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -755745.562500 Penalty: 4385.645020
	Iteration 21Q: 3 clusters Score -755745.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -755745.562500 Penalty: 4385.645020
	Iteration 22F: 3 clusters Score -755745.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -502036.656250 Penalty: 2094.586182
	Iteration 0F: 2 clusters Score -502036.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -497731.562500 Penalty: 4189.172363
	Iteration 0F: 3 clusters Score -497731.6 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -498838.656250 Penalty: 4189.172363
	Iteration 1F: 3 clusters Score -498838.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -499217.156250 Penalty: 4189.172363
	Iteration 2F: 3 clusters Score -499217.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -499588.343750 Penalty: 4189.172363
	Iteration 3F: 3 clusters Score -499588.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -499865.312500 Penalty: 4189.172363
	Iteration 4F: 3 clusters Score -499865.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -500080.843750 Penalty: 4189.172363
	Iteration 5F: 3 clusters Score -500080.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -500265.406250 Penalty: 4189.172363
	Iteration 6Q: 3 clusters Score -500265.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -500406.531250 Penalty: 4189.172363
	Iteration 7Q: 3 clusters Score -500406.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -500516.937500 Penalty: 4189.172363
	Iteration 8Q: 3 clusters Score -500516.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -500605.031250 Penalty: 4189.172363
	Iteration 9Q: 3 clusters Score -500605 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -500683.093750 Penalty: 4189.172363
	Iteration 10Q: 3 clusters Score -500683.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -500753.843750 Penalty: 4189.172363
	Iteration 11Q: 3 clusters Score -500753.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -500804.312500 Penalty: 4189.172363
	Iteration 12Q: 3 clusters Score -500804.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -500855.781250 Penalty: 4189.172363
	Iteration 13Q: 3 clusters Score -500855.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -500895.375000 Penalty: 4189.172363
	Iteration 14Q: 3 clusters Score -500895.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -500934.125000 Penalty: 4189.172363
	Iteration 15Q: 3 clusters Score -500934.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -500967.500000 Penalty: 4189.172363
	Iteration 16Q: 3 clusters Score -500967.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -501003.718750 Penalty: 4189.172363
	Iteration 17Q: 3 clusters Score -501003.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -501042.312500 Penalty: 4189.172363
	Iteration 18Q: 3 clusters Score -501042.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -501070.281250 Penalty: 4189.172363
	Iteration 19Q: 3 clusters Score -501070.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -501098.156250 Penalty: 4189.172363
	Iteration 20F: 3 clusters Score -501098.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -501119.843750 Penalty: 4189.172363
	Iteration 21Q: 3 clusters Score -501119.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -501135.156250 Penalty: 4189.172363
	Iteration 22Q: 3 clusters Score -501135.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -501143.781250 Penalty: 4189.172363
	Iteration 23Q: 3 clusters Score -501143.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -501148.718750 Penalty: 4189.172363
	Iteration 24Q: 3 clusters Score -501148.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -501151.812500 Penalty: 4189.172363
	Iteration 25Q: 3 clusters Score -501151.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -501152.343750 Penalty: 4189.172363
	Iteration 26Q: 3 clusters Score -501152.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -501153.156250 Penalty: 4189.172363
	Iteration 27Q: 3 clusters Score -501153.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -501154.156250 Penalty: 4189.172363
	Iteration 28Q: 3 clusters Score -501154.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -501155.312500 Penalty: 4189.172363
	Iteration 29Q: 3 clusters Score -501155.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -501157.406250 Penalty: 4189.172363
	Iteration 30Q: 3 clusters Score -501157.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -501158.593750 Penalty: 4189.172363
	Iteration 31Q: 3 clusters Score -501158.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -501160.937500 Penalty: 4189.172363
	Iteration 32Q: 3 clusters Score -501160.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -501164.937500 Penalty: 4189.172363
	Iteration 33Q: 3 clusters Score -501164.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -501166.718750 Penalty: 4189.172363
	Iteration 34Q: 3 clusters Score -501166.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -501167.906250 Penalty: 4189.172363
	Iteration 35Q: 3 clusters Score -501167.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -501168.281250 Penalty: 4189.172363
	Iteration 36Q: 3 clusters Score -501168.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -501169.031250 Penalty: 4189.172363
	Iteration 37Q: 3 clusters Score -501169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -501169.031250 Penalty: 4189.172363
	Iteration 38F: 3 clusters Score -501169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (12157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Entering Unmasked Estep 
Score: -1319060.125000 Penalty: 2332.603760
	Iteration 0F: 2 clusters Score -1319060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1309992.250000 Penalty: 4665.207520
	Iteration 0F: 3 clusters Score -1309992 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1312711.750000 Penalty: 4665.207520
	Iteration 1F: 3 clusters Score -1312712 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1313060.750000 Penalty: 4665.207520
	Iteration 2F: 3 clusters Score -1313061 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1313330.875000 Penalty: 4665.207520
	Iteration 3F: 3 clusters Score -1313331 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1313533.750000 Penalty: 4665.207520
	Iteration 4Q: 3 clusters Score -1313534 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1313713.375000 Penalty: 4665.207520
	Iteration 5Q: 3 clusters Score -1313713 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1313877.375000 Penalty: 4665.207520
	Iteration 6Q: 3 clusters Score -1313877 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1314041.000000 Penalty: 4665.207520
	Iteration 7Q: 3 clusters Score -1314041 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1314214.375000 Penalty: 4665.207520
	Iteration 8Q: 3 clusters Score -1314214 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1314428.375000 Penalty: 4665.207520
	Iteration 9Q: 3 clusters Score -1314428 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1314657.250000 Penalty: 4665.207520
	Iteration 10Q: 3 clusters Score -1314657 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1314977.000000 Penalty: 4665.207520
	Iteration 11Q: 3 clusters Score -1314977 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1315342.375000 Penalty: 4665.207520
	Iteration 12Q: 3 clusters Score -1315342 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1315670.125000 Penalty: 4665.207520
	Iteration 13Q: 3 clusters Score -1315670 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1315981.875000 Penalty: 4665.207520
	Iteration 14Q: 3 clusters Score -1315982 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1316240.750000 Penalty: 4665.207520
	Iteration 15Q: 3 clusters Score -1316241 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1316437.875000 Penalty: 4665.207520
	Iteration 16Q: 3 clusters Score -1316438 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1316551.500000 Penalty: 4665.207520
	Iteration 17Q: 3 clusters Score -1316552 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1316627.125000 Penalty: 4665.207520
	Iteration 18Q: 3 clusters Score -1316627 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1316686.375000 Penalty: 4665.207520
	Iteration 19Q: 3 clusters Score -1316686 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1316736.125000 Penalty: 4665.207520
	Iteration 20F: 3 clusters Score -1316736 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1316768.375000 Penalty: 4665.207520
	Iteration 21Q: 3 clusters Score -1316768 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1316798.750000 Penalty: 4665.207520
	Iteration 22Q: 3 clusters Score -1316799 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1316823.250000 Penalty: 4665.207520
	Iteration 23Q: 3 clusters Score -1316823 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1316840.125000 Penalty: 4665.207520
	Iteration 24Q: 3 clusters Score -1316840 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1316851.125000 Penalty: 4665.207520
	Iteration 25Q: 3 clusters Score -1316851 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1316861.500000 Penalty: 4665.207520
	Iteration 26Q: 3 clusters Score -1316862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1316870.250000 Penalty: 4665.207520
	Iteration 27Q: 3 clusters Score -1316870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1316877.750000 Penalty: 4665.207520
	Iteration 28Q: 3 clusters Score -1316878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1316886.500000 Penalty: 4665.207520
	Iteration 29Q: 3 clusters Score -1316886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1316893.875000 Penalty: 4665.207520
	Iteration 30Q: 3 clusters Score -1316894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1316901.125000 Penalty: 4665.207520
	Iteration 31Q: 3 clusters Score -1316901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1316906.625000 Penalty: 4665.207520
	Iteration 32Q: 3 clusters Score -1316907 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1316909.250000 Penalty: 4665.207520
	Iteration 33Q: 3 clusters Score -1316909 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1316917.875000 Penalty: 4665.207520
	Iteration 34Q: 3 clusters Score -1316918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1316920.125000 Penalty: 4665.207520
	Iteration 35Q: 3 clusters Score -1316920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1316927.000000 Penalty: 4665.207520
	Iteration 36Q: 3 clusters Score -1316927 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1316931.375000 Penalty: 4665.207520
	Iteration 37Q: 3 clusters Score -1316931 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1316936.000000 Penalty: 4665.207520
	Iteration 38Q: 3 clusters Score -1316936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1316942.375000 Penalty: 4665.207520
	Iteration 39Q: 3 clusters Score -1316942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1316957.000000 Penalty: 4665.207520
	Iteration 40F: 3 clusters Score -1316957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1316960.625000 Penalty: 4665.207520
	Iteration 41Q: 3 clusters Score -1316961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1316965.125000 Penalty: 4665.207520
	Iteration 42Q: 3 clusters Score -1316965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1316970.375000 Penalty: 4665.207520
	Iteration 43Q: 3 clusters Score -1316970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1316971.125000 Penalty: 4665.207520
	Iteration 44Q: 3 clusters Score -1316971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1316979.500000 Penalty: 4665.207520
	Iteration 45Q: 3 clusters Score -1316980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1316982.750000 Penalty: 4665.207520
	Iteration 46Q: 3 clusters Score -1316983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1316989.625000 Penalty: 4665.207520
	Iteration 47Q: 3 clusters Score -1316990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1316991.625000 Penalty: 4665.207520
	Iteration 48Q: 3 clusters Score -1316992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1316994.875000 Penalty: 4665.207520
	Iteration 49Q: 3 clusters Score -1316995 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1317004.500000 Penalty: 4665.207520
	Iteration 50Q: 3 clusters Score -1317004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1317011.500000 Penalty: 4665.207520
	Iteration 51Q: 3 clusters Score -1317012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1317020.500000 Penalty: 4665.207520
	Iteration 52Q: 3 clusters Score -1317020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1317023.125000 Penalty: 4665.207520
	Iteration 53Q: 3 clusters Score -1317023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1317025.750000 Penalty: 4665.207520
	Iteration 54Q: 3 clusters Score -1317026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1317025.375000 Penalty: 4665.207520
	Iteration 55Q: 3 clusters Score -1317025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1317030.250000 Penalty: 4665.207520
	Iteration 56Q: 3 clusters Score -1317030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1317032.375000 Penalty: 4665.207520
	Iteration 57Q: 3 clusters Score -1317032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1317030.625000 Penalty: 4665.207520
	Iteration 58Q: 3 clusters Score -1317031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1317033.875000 Penalty: 4665.207520
	Iteration 59Q: 3 clusters Score -1317034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1317033.125000 Penalty: 4665.207520
	Iteration 60F: 3 clusters Score -1317033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1317032.125000 Penalty: 4665.207520
	Iteration 61Q: 3 clusters Score -1317032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1317032.125000 Penalty: 4665.207520
	Iteration 62F: 3 clusters Score -1317032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (27674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Entering Unmasked Estep 
Score: -3032717.750000 Penalty: 2536.605713
	Iteration 0F: 2 clusters Score -3032718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -3013622.500000 Penalty: 5073.211426
	Iteration 0F: 3 clusters Score -3013622 nChanged 12482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -3020580.000000 Penalty: 5073.211426
	Iteration 1F: 3 clusters Score -3020580 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -3021220.250000 Penalty: 5073.211426
	Iteration 2F: 3 clusters Score -3021220 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -3021852.250000 Penalty: 5073.211426
	Iteration 3F: 3 clusters Score -3021852 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -3022547.750000 Penalty: 5073.211426
	Iteration 4F: 3 clusters Score -3022548 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -3023245.250000 Penalty: 5073.211426
	Iteration 5F: 3 clusters Score -3023245 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -3023908.750000 Penalty: 5073.211426
	Iteration 6Q: 3 clusters Score -3023909 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -3024528.750000 Penalty: 5073.211426
	Iteration 7Q: 3 clusters Score -3024529 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -3025101.000000 Penalty: 5073.211426
	Iteration 8Q: 3 clusters Score -3025101 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -3025636.000000 Penalty: 5073.211426
	Iteration 9Q: 3 clusters Score -3025636 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -3026207.500000 Penalty: 5073.211426
	Iteration 10Q: 3 clusters Score -3026208 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -3026779.000000 Penalty: 5073.211426
	Iteration 11Q: 3 clusters Score -3026779 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -3027350.500000 Penalty: 5073.211426
	Iteration 12Q: 3 clusters Score -3027350 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -3027858.000000 Penalty: 5073.211426
	Iteration 13Q: 3 clusters Score -3027858 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -3028354.250000 Penalty: 5073.211426
	Iteration 14Q: 3 clusters Score -3028354 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -3028751.250000 Penalty: 5073.211426
	Iteration 15Q: 3 clusters Score -3028751 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -3029045.250000 Penalty: 5073.211426
	Iteration 16Q: 3 clusters Score -3029045 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -3029253.250000 Penalty: 5073.211426
	Iteration 17Q: 3 clusters Score -3029253 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -3029404.250000 Penalty: 5073.211426
	Iteration 18Q: 3 clusters Score -3029404 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -3029529.000000 Penalty: 5073.211426
	Iteration 19Q: 3 clusters Score -3029529 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -3029621.500000 Penalty: 5073.211426
	Iteration 20F: 3 clusters Score -3029622 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -3029681.500000 Penalty: 5073.211426
	Iteration 21Q: 3 clusters Score -3029682 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -3029753.250000 Penalty: 5073.211426
	Iteration 22Q: 3 clusters Score -3029753 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -3029808.000000 Penalty: 5073.211426
	Iteration 23Q: 3 clusters Score -3029808 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -3029842.500000 Penalty: 5073.211426
	Iteration 24Q: 3 clusters Score -3029842 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -3029875.000000 Penalty: 5073.211426
	Iteration 25Q: 3 clusters Score -3029875 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -3029890.750000 Penalty: 5073.211426
	Iteration 26Q: 3 clusters Score -3029891 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -3029913.500000 Penalty: 5073.211426
	Iteration 27Q: 3 clusters Score -3029914 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -3029937.750000 Penalty: 5073.211426
	Iteration 28Q: 3 clusters Score -3029938 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -3029953.250000 Penalty: 5073.211426
	Iteration 29Q: 3 clusters Score -3029953 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -3029964.750000 Penalty: 5073.211426
	Iteration 30Q: 3 clusters Score -3029965 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -3029973.250000 Penalty: 5073.211426
	Iteration 31Q: 3 clusters Score -3029973 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -3029991.750000 Penalty: 5073.211426
	Iteration 32Q: 3 clusters Score -3029992 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -3029998.750000 Penalty: 5073.211426
	Iteration 33Q: 3 clusters Score -3029999 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -3030004.000000 Penalty: 5073.211426
	Iteration 34Q: 3 clusters Score -3030004 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -3030020.250000 Penalty: 5073.211426
	Iteration 35Q: 3 clusters Score -3030020 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -3030022.750000 Penalty: 5073.211426
	Iteration 36Q: 3 clusters Score -3030023 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -3030027.000000 Penalty: 5073.211426
	Iteration 37Q: 3 clusters Score -3030027 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -3030031.500000 Penalty: 5073.211426
	Iteration 38Q: 3 clusters Score -3030032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -3030038.000000 Penalty: 5073.211426
	Iteration 39Q: 3 clusters Score -3030038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -3030041.500000 Penalty: 5073.211426
	Iteration 40F: 3 clusters Score -3030042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -3030050.500000 Penalty: 5073.211426
	Iteration 41Q: 3 clusters Score -3030050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -3030058.750000 Penalty: 5073.211426
	Iteration 42Q: 3 clusters Score -3030059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -3030057.500000 Penalty: 5073.211426
	Iteration 43Q: 3 clusters Score -3030058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -3030054.250000 Penalty: 5073.211426
	Iteration 44Q: 3 clusters Score -3030054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -3030058.000000 Penalty: 5073.211426
	Iteration 45Q: 3 clusters Score -3030058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -3030059.000000 Penalty: 5073.211426
	Iteration 46Q: 3 clusters Score -3030059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -3030052.750000 Penalty: 5073.211426
	Iteration 47Q: 3 clusters Score -3030053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -3030051.750000 Penalty: 5073.211426
	Iteration 48Q: 3 clusters Score -3030052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -3030054.750000 Penalty: 5073.211426
	Iteration 49Q: 3 clusters Score -3030055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -3030054.750000 Penalty: 5073.211426
	Iteration 50Q: 3 clusters Score -3030055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -3030053.000000 Penalty: 5073.211426
	Iteration 51Q: 3 clusters Score -3030053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -3030057.000000 Penalty: 5073.211426
	Iteration 52Q: 3 clusters Score -3030057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -3030059.250000 Penalty: 5073.211426
	Iteration 53Q: 3 clusters Score -3030059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -3030060.000000 Penalty: 5073.211426
	Iteration 54Q: 3 clusters Score -3030060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -3030062.250000 Penalty: 5073.211426
	Iteration 55Q: 3 clusters Score -3030062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -3030059.750000 Penalty: 5073.211426
	Iteration 56Q: 3 clusters Score -3030060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -3030058.750000 Penalty: 5073.211426
	Iteration 57Q: 3 clusters Score -3030059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -3030058.500000 Penalty: 5073.211426
	Iteration 58Q: 3 clusters Score -3030058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -3030059.500000 Penalty: 5073.211426
	Iteration 59Q: 3 clusters Score -3030060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -3030062.250000 Penalty: 5073.211426
	Iteration 60F: 3 clusters Score -3030062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -3030060.000000 Penalty: 5073.211426
	Iteration 61Q: 3 clusters Score -3030060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -3030061.000000 Penalty: 5073.211426
	Iteration 62Q: 3 clusters Score -3030061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -3030059.250000 Penalty: 5073.211426
	Iteration 63Q: 3 clusters Score -3030059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -3030062.000000 Penalty: 5073.211426
	Iteration 64Q: 3 clusters Score -3030062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -3030057.250000 Penalty: 5073.211426
	Iteration 65Q: 3 clusters Score -3030057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -3030059.750000 Penalty: 5073.211426
	Iteration 66Q: 3 clusters Score -3030060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -3030059.750000 Penalty: 5073.211426
	Iteration 67F: 3 clusters Score -3030060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (20183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Entering Unmasked Estep 
Score: -2200441.500000 Penalty: 2458.323730
	Iteration 0F: 2 clusters Score -2200442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2186223.750000 Penalty: 4916.647461
	Iteration 0F: 3 clusters Score -2186224 nChanged 8880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2191076.750000 Penalty: 4916.647461
	Iteration 1F: 3 clusters Score -2191077 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2191561.500000 Penalty: 4916.647461
	Iteration 2F: 3 clusters Score -2191562 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2191970.250000 Penalty: 4916.647461
	Iteration 3Q: 3 clusters Score -2191970 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2192407.250000 Penalty: 4916.647461
	Iteration 4Q: 3 clusters Score -2192407 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2192918.750000 Penalty: 4916.647461
	Iteration 5Q: 3 clusters Score -2192919 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2193536.500000 Penalty: 4916.647461
	Iteration 6F: 3 clusters Score -2193536 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -2194264.250000 Penalty: 4916.647461
	Iteration 7F: 3 clusters Score -2194264 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2195087.250000 Penalty: 4916.647461
	Iteration 8F: 3 clusters Score -2195087 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2195983.750000 Penalty: 4916.647461
	Iteration 9F: 3 clusters Score -2195984 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2196758.000000 Penalty: 4916.647461
	Iteration 10Q: 3 clusters Score -2196758 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2197370.000000 Penalty: 4916.647461
	Iteration 11Q: 3 clusters Score -2197370 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2197830.000000 Penalty: 4916.647461
	Iteration 12Q: 3 clusters Score -2197830 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2198133.000000 Penalty: 4916.647461
	Iteration 13Q: 3 clusters Score -2198133 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -2198352.000000 Penalty: 4916.647461
	Iteration 14Q: 3 clusters Score -2198352 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2198518.000000 Penalty: 4916.647461
	Iteration 15Q: 3 clusters Score -2198518 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -2198642.000000 Penalty: 4916.647461
	Iteration 16Q: 3 clusters Score -2198642 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -2198761.250000 Penalty: 4916.647461
	Iteration 17Q: 3 clusters Score -2198761 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2198883.500000 Penalty: 4916.647461
	Iteration 18Q: 3 clusters Score -2198884 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2198977.750000 Penalty: 4916.647461
	Iteration 19Q: 3 clusters Score -2198978 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -2199059.250000 Penalty: 4916.647461
	Iteration 20F: 3 clusters Score -2199059 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -2199119.500000 Penalty: 4916.647461
	Iteration 21Q: 3 clusters Score -2199120 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -2199166.000000 Penalty: 4916.647461
	Iteration 22Q: 3 clusters Score -2199166 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2199200.000000 Penalty: 4916.647461
	Iteration 23Q: 3 clusters Score -2199200 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2199230.500000 Penalty: 4916.647461
	Iteration 24Q: 3 clusters Score -2199230 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -2199254.500000 Penalty: 4916.647461
	Iteration 25Q: 3 clusters Score -2199254 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -2199279.750000 Penalty: 4916.647461
	Iteration 26Q: 3 clusters Score -2199280 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2199294.750000 Penalty: 4916.647461
	Iteration 27Q: 3 clusters Score -2199295 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2199300.250000 Penalty: 4916.647461
	Iteration 28Q: 3 clusters Score -2199300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -2199305.500000 Penalty: 4916.647461
	Iteration 29Q: 3 clusters Score -2199306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -2199312.750000 Penalty: 4916.647461
	Iteration 30Q: 3 clusters Score -2199313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2199311.250000 Penalty: 4916.647461
	Iteration 31Q: 3 clusters Score -2199311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -2199312.750000 Penalty: 4916.647461
	Iteration 32Q: 3 clusters Score -2199313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2199312.250000 Penalty: 4916.647461
	Iteration 33Q: 3 clusters Score -2199312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2199315.250000 Penalty: 4916.647461
	Iteration 34Q: 3 clusters Score -2199315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2199315.000000 Penalty: 4916.647461
	Iteration 35Q: 3 clusters Score -2199315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -2199314.750000 Penalty: 4916.647461
	Iteration 36Q: 3 clusters Score -2199315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -2199317.250000 Penalty: 4916.647461
	Iteration 37Q: 3 clusters Score -2199317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2199319.750000 Penalty: 4916.647461
	Iteration 38Q: 3 clusters Score -2199320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2199320.750000 Penalty: 4916.647461
	Iteration 39Q: 3 clusters Score -2199321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2199323.000000 Penalty: 4916.647461
	Iteration 40F: 3 clusters Score -2199323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2199325.750000 Penalty: 4916.647461
	Iteration 41Q: 3 clusters Score -2199326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2199326.000000 Penalty: 4916.647461
	Iteration 42Q: 3 clusters Score -2199326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2199325.750000 Penalty: 4916.647461
	Iteration 43Q: 3 clusters Score -2199326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2199324.000000 Penalty: 4916.647461
	Iteration 44Q: 3 clusters Score -2199324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2199328.750000 Penalty: 4916.647461
	Iteration 45Q: 3 clusters Score -2199329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2199329.250000 Penalty: 4916.647461
	Iteration 46Q: 3 clusters Score -2199329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2199330.000000 Penalty: 4916.647461
	Iteration 47Q: 3 clusters Score -2199330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2199329.000000 Penalty: 4916.647461
	Iteration 48Q: 3 clusters Score -2199329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2199329.250000 Penalty: 4916.647461
	Iteration 49Q: 3 clusters Score -2199329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2199329.250000 Penalty: 4916.647461
	Iteration 50F: 3 clusters Score -2199329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Entering Unmasked Estep 
Score: -244680.875000 Penalty: 1908.209351
	Iteration 0F: 2 clusters Score -244680.9 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 1077 members 
Entering Unmasked Estep 
Score: -241925.312500 Penalty: 3816.418701
	Iteration 0F: 3 clusters Score -241925.3 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -242392.562500 Penalty: 3816.418701
	Iteration 1F: 3 clusters Score -242392.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -242534.437500 Penalty: 3816.418701
	Iteration 2F: 3 clusters Score -242534.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -242605.687500 Penalty: 3816.418701
	Iteration 3Q: 3 clusters Score -242605.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -242645.843750 Penalty: 3816.418701
	Iteration 4Q: 3 clusters Score -242645.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -242671.828125 Penalty: 3816.418701
	Iteration 5Q: 3 clusters Score -242671.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -242687.390625 Penalty: 3816.418701
	Iteration 6Q: 3 clusters Score -242687.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -242700.187500 Penalty: 3816.418701
	Iteration 7Q: 3 clusters Score -242700.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -242711.343750 Penalty: 3816.418701
	Iteration 8Q: 3 clusters Score -242711.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -242724.875000 Penalty: 3816.418701
	Iteration 9Q: 3 clusters Score -242724.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -242732.031250 Penalty: 3816.418701
	Iteration 10Q: 3 clusters Score -242732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -242735.125000 Penalty: 3816.418701
	Iteration 11Q: 3 clusters Score -242735.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -242735.640625 Penalty: 3816.418701
	Iteration 12Q: 3 clusters Score -242735.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -242736.515625 Penalty: 3816.418701
	Iteration 13Q: 3 clusters Score -242736.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -242736.515625 Penalty: 3816.418701
	Iteration 14F: 3 clusters Score -242736.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Entering Unmasked Estep 
Score: -954933.375000 Penalty: 2253.670654
	Iteration 0F: 2 clusters Score -954933.4 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 4382 members 
Entering Unmasked Estep 
Score: -948047.437500 Penalty: 4507.341309
	Iteration 0F: 3 clusters Score -948047.4 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -949947.125000 Penalty: 4507.341309
	Iteration 1F: 3 clusters Score -949947.1 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -950218.187500 Penalty: 4507.341309
	Iteration 2F: 3 clusters Score -950218.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -950421.812500 Penalty: 4507.341309
	Iteration 3Q: 3 clusters Score -950421.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -950600.750000 Penalty: 4507.341309
	Iteration 4Q: 3 clusters Score -950600.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -950802.062500 Penalty: 4507.341309
	Iteration 5Q: 3 clusters Score -950802.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -951042.500000 Penalty: 4507.341309
	Iteration 6Q: 3 clusters Score -951042.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -951301.375000 Penalty: 4507.341309
	Iteration 7Q: 3 clusters Score -951301.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -951587.750000 Penalty: 4507.341309
	Iteration 8Q: 3 clusters Score -951587.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -951928.875000 Penalty: 4507.341309
	Iteration 9F: 3 clusters Score -951928.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -952291.125000 Penalty: 4507.341309
	Iteration 10F: 3 clusters Score -952291.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -952611.937500 Penalty: 4507.341309
	Iteration 11F: 3 clusters Score -952611.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -952856.250000 Penalty: 4507.341309
	Iteration 12Q: 3 clusters Score -952856.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -953005.125000 Penalty: 4507.341309
	Iteration 13Q: 3 clusters Score -953005.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -953088.687500 Penalty: 4507.341309
	Iteration 14Q: 3 clusters Score -953088.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -953129.687500 Penalty: 4507.341309
	Iteration 15Q: 3 clusters Score -953129.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -953149.687500 Penalty: 4507.341309
	Iteration 16Q: 3 clusters Score -953149.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -953160.937500 Penalty: 4507.341309
	Iteration 17Q: 3 clusters Score -953160.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -953165.812500 Penalty: 4507.341309
	Iteration 18Q: 3 clusters Score -953165.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -953172.937500 Penalty: 4507.341309
	Iteration 19Q: 3 clusters Score -953172.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -953179.187500 Penalty: 4507.341309
	Iteration 20F: 3 clusters Score -953179.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -953185.562500 Penalty: 4507.341309
	Iteration 21Q: 3 clusters Score -953185.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -953189.687500 Penalty: 4507.341309
	Iteration 22Q: 3 clusters Score -953189.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -953192.187500 Penalty: 4507.341309
	Iteration 23Q: 3 clusters Score -953192.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -953197.187500 Penalty: 4507.341309
	Iteration 24Q: 3 clusters Score -953197.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -953201.875000 Penalty: 4507.341309
	Iteration 25Q: 3 clusters Score -953201.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -953208.500000 Penalty: 4507.341309
	Iteration 26Q: 3 clusters Score -953208.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -953216.500000 Penalty: 4507.341309
	Iteration 27Q: 3 clusters Score -953216.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -953224.500000 Penalty: 4507.341309
	Iteration 28Q: 3 clusters Score -953224.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -953238.062500 Penalty: 4507.341309
	Iteration 29Q: 3 clusters Score -953238.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -953261.000000 Penalty: 4507.341309
	Iteration 30Q: 3 clusters Score -953261 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -953292.062500 Penalty: 4507.341309
	Iteration 31Q: 3 clusters Score -953292.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -953317.125000 Penalty: 4507.341309
	Iteration 32Q: 3 clusters Score -953317.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -953338.687500 Penalty: 4507.341309
	Iteration 33Q: 3 clusters Score -953338.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -953352.750000 Penalty: 4507.341309
	Iteration 34Q: 3 clusters Score -953352.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -953368.000000 Penalty: 4507.341309
	Iteration 35Q: 3 clusters Score -953368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -953373.750000 Penalty: 4507.341309
	Iteration 36Q: 3 clusters Score -953373.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -953387.687500 Penalty: 4507.341309
	Iteration 37Q: 3 clusters Score -953387.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -953392.125000 Penalty: 4507.341309
	Iteration 38Q: 3 clusters Score -953392.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -953394.437500 Penalty: 4507.341309
	Iteration 39Q: 3 clusters Score -953394.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -953396.750000 Penalty: 4507.341309
	Iteration 40F: 3 clusters Score -953396.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -953399.500000 Penalty: 4507.341309
	Iteration 41Q: 3 clusters Score -953399.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -953402.562500 Penalty: 4507.341309
	Iteration 42Q: 3 clusters Score -953402.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -953406.125000 Penalty: 4507.341309
	Iteration 43Q: 3 clusters Score -953406.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -953405.937500 Penalty: 4507.341309
	Iteration 44Q: 3 clusters Score -953405.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -953409.437500 Penalty: 4507.341309
	Iteration 45Q: 3 clusters Score -953409.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -953410.125000 Penalty: 4507.341309
	Iteration 46Q: 3 clusters Score -953410.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -953410.875000 Penalty: 4507.341309
	Iteration 47Q: 3 clusters Score -953410.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -953412.187500 Penalty: 4507.341309
	Iteration 48Q: 3 clusters Score -953412.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -953415.812500 Penalty: 4507.341309
	Iteration 49Q: 3 clusters Score -953415.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -953418.625000 Penalty: 4507.341309
	Iteration 50Q: 3 clusters Score -953418.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -953423.750000 Penalty: 4507.341309
	Iteration 51Q: 3 clusters Score -953423.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -953430.937500 Penalty: 4507.341309
	Iteration 52Q: 3 clusters Score -953430.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -953433.750000 Penalty: 4507.341309
	Iteration 53Q: 3 clusters Score -953433.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -953437.687500 Penalty: 4507.341309
	Iteration 54Q: 3 clusters Score -953437.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -953446.687500 Penalty: 4507.341309
	Iteration 55Q: 3 clusters Score -953446.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -953449.187500 Penalty: 4507.341309
	Iteration 56Q: 3 clusters Score -953449.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -953451.812500 Penalty: 4507.341309
	Iteration 57Q: 3 clusters Score -953451.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -953453.062500 Penalty: 4507.341309
	Iteration 58Q: 3 clusters Score -953453.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -953454.187500 Penalty: 4507.341309
	Iteration 59Q: 3 clusters Score -953454.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -953456.000000 Penalty: 4507.341309
	Iteration 60F: 3 clusters Score -953456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -953457.500000 Penalty: 4507.341309
	Iteration 61Q: 3 clusters Score -953457.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -953456.125000 Penalty: 4507.341309
	Iteration 62Q: 3 clusters Score -953456.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -953457.250000 Penalty: 4507.341309
	Iteration 63Q: 3 clusters Score -953457.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -953457.437500 Penalty: 4507.341309
	Iteration 64Q: 3 clusters Score -953457.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -953460.437500 Penalty: 4507.341309
	Iteration 65Q: 3 clusters Score -953460.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -953467.375000 Penalty: 4507.341309
	Iteration 66Q: 3 clusters Score -953467.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -953468.062500 Penalty: 4507.341309
	Iteration 67Q: 3 clusters Score -953468.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -953464.937500 Penalty: 4507.341309
	Iteration 68Q: 3 clusters Score -953464.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -953467.375000 Penalty: 4507.341309
	Iteration 69Q: 3 clusters Score -953467.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -953469.125000 Penalty: 4507.341309
	Iteration 70Q: 3 clusters Score -953469.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -953469.125000 Penalty: 4507.341309
	Iteration 71F: 3 clusters Score -953469.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -350199.125000 Penalty: 2009.140869
	Iteration 0F: 2 clusters Score -350199.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -346775.312500 Penalty: 4018.281738
	Iteration 0F: 3 clusters Score -346775.3 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -347477.250000 Penalty: 4018.281738
	Iteration 1F: 3 clusters Score -347477.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -347649.750000 Penalty: 4018.281738
	Iteration 2F: 3 clusters Score -347649.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -347737.968750 Penalty: 4018.281738
	Iteration 3Q: 3 clusters Score -347738 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -347796.000000 Penalty: 4018.281738
	Iteration 4Q: 3 clusters Score -347796 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -347838.875000 Penalty: 4018.281738
	Iteration 5Q: 3 clusters Score -347838.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -347872.937500 Penalty: 4018.281738
	Iteration 6Q: 3 clusters Score -347872.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -347905.437500 Penalty: 4018.281738
	Iteration 7Q: 3 clusters Score -347905.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -347937.562500 Penalty: 4018.281738
	Iteration 8Q: 3 clusters Score -347937.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -347973.437500 Penalty: 4018.281738
	Iteration 9Q: 3 clusters Score -347973.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -348012.812500 Penalty: 4018.281738
	Iteration 10Q: 3 clusters Score -348012.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -348056.812500 Penalty: 4018.281738
	Iteration 11Q: 3 clusters Score -348056.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -348106.343750 Penalty: 4018.281738
	Iteration 12Q: 3 clusters Score -348106.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -348147.312500 Penalty: 4018.281738
	Iteration 13Q: 3 clusters Score -348147.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -348187.593750 Penalty: 4018.281738
	Iteration 14Q: 3 clusters Score -348187.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -348219.906250 Penalty: 4018.281738
	Iteration 15Q: 3 clusters Score -348219.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -348248.937500 Penalty: 4018.281738
	Iteration 16Q: 3 clusters Score -348248.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -348270.562500 Penalty: 4018.281738
	Iteration 17Q: 3 clusters Score -348270.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -348287.312500 Penalty: 4018.281738
	Iteration 18Q: 3 clusters Score -348287.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -348310.031250 Penalty: 4018.281738
	Iteration 19Q: 3 clusters Score -348310 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -348333.250000 Penalty: 4018.281738
	Iteration 20F: 3 clusters Score -348333.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -348352.375000 Penalty: 4018.281738
	Iteration 21Q: 3 clusters Score -348352.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -348365.500000 Penalty: 4018.281738
	Iteration 22Q: 3 clusters Score -348365.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -348378.906250 Penalty: 4018.281738
	Iteration 23Q: 3 clusters Score -348378.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -348389.343750 Penalty: 4018.281738
	Iteration 24Q: 3 clusters Score -348389.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -348395.187500 Penalty: 4018.281738
	Iteration 25Q: 3 clusters Score -348395.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -348404.031250 Penalty: 4018.281738
	Iteration 26Q: 3 clusters Score -348404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -348413.843750 Penalty: 4018.281738
	Iteration 27Q: 3 clusters Score -348413.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -348425.968750 Penalty: 4018.281738
	Iteration 28Q: 3 clusters Score -348426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -348433.906250 Penalty: 4018.281738
	Iteration 29Q: 3 clusters Score -348433.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -348438.843750 Penalty: 4018.281738
	Iteration 30Q: 3 clusters Score -348438.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -348445.656250 Penalty: 4018.281738
	Iteration 31Q: 3 clusters Score -348445.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -348449.312500 Penalty: 4018.281738
	Iteration 32Q: 3 clusters Score -348449.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -348450.343750 Penalty: 4018.281738
	Iteration 33Q: 3 clusters Score -348450.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -348450.906250 Penalty: 4018.281738
	Iteration 34Q: 3 clusters Score -348450.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -348452.093750 Penalty: 4018.281738
	Iteration 35Q: 3 clusters Score -348452.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -348453.031250 Penalty: 4018.281738
	Iteration 36Q: 3 clusters Score -348453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -348453.843750 Penalty: 4018.281738
	Iteration 37Q: 3 clusters Score -348453.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -348454.687500 Penalty: 4018.281738
	Iteration 38Q: 3 clusters Score -348454.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -348456.656250 Penalty: 4018.281738
	Iteration 39Q: 3 clusters Score -348456.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -348458.343750 Penalty: 4018.281738
	Iteration 40F: 3 clusters Score -348458.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -348461.656250 Penalty: 4018.281738
	Iteration 41Q: 3 clusters Score -348461.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -348463.468750 Penalty: 4018.281738
	Iteration 42Q: 3 clusters Score -348463.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -348465.406250 Penalty: 4018.281738
	Iteration 43Q: 3 clusters Score -348465.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -348468.656250 Penalty: 4018.281738
	Iteration 44Q: 3 clusters Score -348468.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -348469.843750 Penalty: 4018.281738
	Iteration 45Q: 3 clusters Score -348469.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -348473.312500 Penalty: 4018.281738
	Iteration 46Q: 3 clusters Score -348473.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -348477.125000 Penalty: 4018.281738
	Iteration 47Q: 3 clusters Score -348477.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -348479.343750 Penalty: 4018.281738
	Iteration 48Q: 3 clusters Score -348479.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -348483.312500 Penalty: 4018.281738
	Iteration 49Q: 3 clusters Score -348483.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -348487.593750 Penalty: 4018.281738
	Iteration 50Q: 3 clusters Score -348487.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -348491.625000 Penalty: 4018.281738
	Iteration 51Q: 3 clusters Score -348491.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -348497.218750 Penalty: 4018.281738
	Iteration 52Q: 3 clusters Score -348497.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -348503.312500 Penalty: 4018.281738
	Iteration 53Q: 3 clusters Score -348503.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -348507.656250 Penalty: 4018.281738
	Iteration 54Q: 3 clusters Score -348507.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -348510.218750 Penalty: 4018.281738
	Iteration 55Q: 3 clusters Score -348510.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -348511.593750 Penalty: 4018.281738
	Iteration 56Q: 3 clusters Score -348511.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -348511.593750 Penalty: 4018.281738
	Iteration 57F: 3 clusters Score -348511.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Entering Unmasked Estep 
Score: -1631098.250000 Penalty: 2411.952881
	Iteration 0F: 2 clusters Score -1631098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1619185.250000 Penalty: 4823.905762
	Iteration 0F: 3 clusters Score -1619185 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1623497.000000 Penalty: 4823.905762
	Iteration 1F: 3 clusters Score -1623497 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1624251.500000 Penalty: 4823.905762
	Iteration 2F: 3 clusters Score -1624252 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1624983.000000 Penalty: 4823.905762
	Iteration 3F: 3 clusters Score -1624983 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1625619.375000 Penalty: 4823.905762
	Iteration 4F: 3 clusters Score -1625619 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1626162.375000 Penalty: 4823.905762
	Iteration 5F: 3 clusters Score -1626162 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1626589.250000 Penalty: 4823.905762
	Iteration 6Q: 3 clusters Score -1626589 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1626927.000000 Penalty: 4823.905762
	Iteration 7Q: 3 clusters Score -1626927 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1627139.875000 Penalty: 4823.905762
	Iteration 8Q: 3 clusters Score -1627140 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1627297.875000 Penalty: 4823.905762
	Iteration 9Q: 3 clusters Score -1627298 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1627408.625000 Penalty: 4823.905762
	Iteration 10Q: 3 clusters Score -1627409 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1627499.500000 Penalty: 4823.905762
	Iteration 11Q: 3 clusters Score -1627500 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1627583.625000 Penalty: 4823.905762
	Iteration 12Q: 3 clusters Score -1627584 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1627657.625000 Penalty: 4823.905762
	Iteration 13Q: 3 clusters Score -1627658 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1627709.250000 Penalty: 4823.905762
	Iteration 14Q: 3 clusters Score -1627709 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1627751.875000 Penalty: 4823.905762
	Iteration 15Q: 3 clusters Score -1627752 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1627785.625000 Penalty: 4823.905762
	Iteration 16Q: 3 clusters Score -1627786 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1627810.375000 Penalty: 4823.905762
	Iteration 17Q: 3 clusters Score -1627810 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1627828.750000 Penalty: 4823.905762
	Iteration 18Q: 3 clusters Score -1627829 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1627848.375000 Penalty: 4823.905762
	Iteration 19Q: 3 clusters Score -1627848 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1627871.750000 Penalty: 4823.905762
	Iteration 20F: 3 clusters Score -1627872 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1627882.625000 Penalty: 4823.905762
	Iteration 21Q: 3 clusters Score -1627883 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1627896.500000 Penalty: 4823.905762
	Iteration 22Q: 3 clusters Score -1627896 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1627900.375000 Penalty: 4823.905762
	Iteration 23Q: 3 clusters Score -1627900 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1627915.375000 Penalty: 4823.905762
	Iteration 24Q: 3 clusters Score -1627915 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1627933.875000 Penalty: 4823.905762
	Iteration 25Q: 3 clusters Score -1627934 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1627943.625000 Penalty: 4823.905762
	Iteration 26Q: 3 clusters Score -1627944 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1627953.500000 Penalty: 4823.905762
	Iteration 27Q: 3 clusters Score -1627954 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1627958.875000 Penalty: 4823.905762
	Iteration 28Q: 3 clusters Score -1627959 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1627968.750000 Penalty: 4823.905762
	Iteration 29Q: 3 clusters Score -1627969 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1627974.500000 Penalty: 4823.905762
	Iteration 30Q: 3 clusters Score -1627974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1627983.000000 Penalty: 4823.905762
	Iteration 31Q: 3 clusters Score -1627983 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1627977.500000 Penalty: 4823.905762
	Iteration 32Q: 3 clusters Score -1627978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1627983.750000 Penalty: 4823.905762
	Iteration 33Q: 3 clusters Score -1627984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1627979.625000 Penalty: 4823.905762
	Iteration 34Q: 3 clusters Score -1627980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1627987.000000 Penalty: 4823.905762
	Iteration 35Q: 3 clusters Score -1627987 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1627997.875000 Penalty: 4823.905762
	Iteration 36Q: 3 clusters Score -1627998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1627995.875000 Penalty: 4823.905762
	Iteration 37Q: 3 clusters Score -1627996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1627999.500000 Penalty: 4823.905762
	Iteration 38Q: 3 clusters Score -1628000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1627999.000000 Penalty: 4823.905762
	Iteration 39Q: 3 clusters Score -1627999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1627999.000000 Penalty: 4823.905762
	Iteration 40F: 3 clusters Score -1627999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1628002.625000 Penalty: 4823.905762
	Iteration 41Q: 3 clusters Score -1628003 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1628002.750000 Penalty: 4823.905762
	Iteration 42Q: 3 clusters Score -1628003 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1628011.250000 Penalty: 4823.905762
	Iteration 43Q: 3 clusters Score -1628011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1628016.250000 Penalty: 4823.905762
	Iteration 44Q: 3 clusters Score -1628016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1628017.750000 Penalty: 4823.905762
	Iteration 45Q: 3 clusters Score -1628018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1628020.375000 Penalty: 4823.905762
	Iteration 46Q: 3 clusters Score -1628020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1628019.125000 Penalty: 4823.905762
	Iteration 47Q: 3 clusters Score -1628019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1628021.750000 Penalty: 4823.905762
	Iteration 48Q: 3 clusters Score -1628022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1628020.500000 Penalty: 4823.905762
	Iteration 49Q: 3 clusters Score -1628020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1628018.625000 Penalty: 4823.905762
	Iteration 50Q: 3 clusters Score -1628019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1628019.875000 Penalty: 4823.905762
	Iteration 51Q: 3 clusters Score -1628020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1628024.625000 Penalty: 4823.905762
	Iteration 52Q: 3 clusters Score -1628025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1628022.125000 Penalty: 4823.905762
	Iteration 53Q: 3 clusters Score -1628022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1628024.500000 Penalty: 4823.905762
	Iteration 54Q: 3 clusters Score -1628024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1628024.375000 Penalty: 4823.905762
	Iteration 55Q: 3 clusters Score -1628024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1628026.375000 Penalty: 4823.905762
	Iteration 56Q: 3 clusters Score -1628026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1628022.875000 Penalty: 4823.905762
	Iteration 57Q: 3 clusters Score -1628023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1628028.750000 Penalty: 4823.905762
	Iteration 58Q: 3 clusters Score -1628029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1628030.500000 Penalty: 4823.905762
	Iteration 59Q: 3 clusters Score -1628030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1628026.750000 Penalty: 4823.905762
	Iteration 60F: 3 clusters Score -1628027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1628027.875000 Penalty: 4823.905762
	Iteration 61Q: 3 clusters Score -1628028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1628028.625000 Penalty: 4823.905762
	Iteration 62Q: 3 clusters Score -1628029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1628031.375000 Penalty: 4823.905762
	Iteration 63Q: 3 clusters Score -1628031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1628031.625000 Penalty: 4823.905762
	Iteration 64Q: 3 clusters Score -1628032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1628032.500000 Penalty: 4823.905762
	Iteration 65Q: 3 clusters Score -1628032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1628036.000000 Penalty: 4823.905762
	Iteration 66Q: 3 clusters Score -1628036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1628033.375000 Penalty: 4823.905762
	Iteration 67Q: 3 clusters Score -1628033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1628035.375000 Penalty: 4823.905762
	Iteration 68Q: 3 clusters Score -1628035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1628033.250000 Penalty: 4823.905762
	Iteration 69Q: 3 clusters Score -1628033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1628037.875000 Penalty: 4823.905762
	Iteration 70Q: 3 clusters Score -1628038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1628040.375000 Penalty: 4823.905762
	Iteration 71Q: 3 clusters Score -1628040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1628037.250000 Penalty: 4823.905762
	Iteration 72Q: 3 clusters Score -1628037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1628042.750000 Penalty: 4823.905762
	Iteration 73Q: 3 clusters Score -1628043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1628043.750000 Penalty: 4823.905762
	Iteration 74Q: 3 clusters Score -1628044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1628041.875000 Penalty: 4823.905762
	Iteration 75Q: 3 clusters Score -1628042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1628042.625000 Penalty: 4823.905762
	Iteration 76Q: 3 clusters Score -1628043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1628049.000000 Penalty: 4823.905762
	Iteration 77Q: 3 clusters Score -1628049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1628050.125000 Penalty: 4823.905762
	Iteration 78Q: 3 clusters Score -1628050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1628052.250000 Penalty: 4823.905762
	Iteration 79Q: 3 clusters Score -1628052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1628049.375000 Penalty: 4823.905762
	Iteration 80F: 3 clusters Score -1628049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1628051.250000 Penalty: 4823.905762
	Iteration 81Q: 3 clusters Score -1628051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1628058.000000 Penalty: 4823.905762
	Iteration 82Q: 3 clusters Score -1628058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1628054.875000 Penalty: 4823.905762
	Iteration 83Q: 3 clusters Score -1628055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1628054.250000 Penalty: 4823.905762
	Iteration 84Q: 3 clusters Score -1628054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1628057.125000 Penalty: 4823.905762
	Iteration 85Q: 3 clusters Score -1628057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1628054.875000 Penalty: 4823.905762
	Iteration 86Q: 3 clusters Score -1628055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1628056.125000 Penalty: 4823.905762
	Iteration 87Q: 3 clusters Score -1628056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1628056.875000 Penalty: 4823.905762
	Iteration 88Q: 3 clusters Score -1628057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1628055.375000 Penalty: 4823.905762
	Iteration 89Q: 3 clusters Score -1628055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1628057.625000 Penalty: 4823.905762
	Iteration 90Q: 3 clusters Score -1628058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1628056.500000 Penalty: 4823.905762
	Iteration 91Q: 3 clusters Score -1628056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1628058.375000 Penalty: 4823.905762
	Iteration 92Q: 3 clusters Score -1628058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1628054.250000 Penalty: 4823.905762
	Iteration 93Q: 3 clusters Score -1628054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1628053.375000 Penalty: 4823.905762
	Iteration 94Q: 3 clusters Score -1628053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1628054.000000 Penalty: 4823.905762
	Iteration 95Q: 3 clusters Score -1628054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1628054.875000 Penalty: 4823.905762
	Iteration 96Q: 3 clusters Score -1628055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1628057.125000 Penalty: 4823.905762
	Iteration 97Q: 3 clusters Score -1628057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1628058.875000 Penalty: 4823.905762
	Iteration 98Q: 3 clusters Score -1628059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1628056.500000 Penalty: 4823.905762
	Iteration 99Q: 3 clusters Score -1628056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1628057.625000 Penalty: 4823.905762
	Iteration 100F: 3 clusters Score -1628058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1628062.000000 Penalty: 4823.905762
	Iteration 101Q: 3 clusters Score -1628062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1628061.000000 Penalty: 4823.905762
	Iteration 102Q: 3 clusters Score -1628061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1628058.625000 Penalty: 4823.905762
	Iteration 103Q: 3 clusters Score -1628059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1628059.875000 Penalty: 4823.905762
	Iteration 104Q: 3 clusters Score -1628060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1628059.125000 Penalty: 4823.905762
	Iteration 105Q: 3 clusters Score -1628059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1628056.250000 Penalty: 4823.905762
	Iteration 106Q: 3 clusters Score -1628056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1628057.500000 Penalty: 4823.905762
	Iteration 107Q: 3 clusters Score -1628058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1628056.875000 Penalty: 4823.905762
	Iteration 108Q: 3 clusters Score -1628057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1628055.500000 Penalty: 4823.905762
	Iteration 109Q: 3 clusters Score -1628056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1628055.500000 Penalty: 4823.905762
	Iteration 110F: 3 clusters Score -1628056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -20697.304688 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -20697.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19474.441406 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -19474.44 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19591.156250 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -19591.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19623.343750 Penalty: 2822.418457
	Iteration 2Q: 3 clusters Score -19623.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19637.919922 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -19637.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19649.859375 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -19649.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19657.460938 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -19657.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -19672.425781 Penalty: 2822.418457
	Iteration 6Q: 3 clusters Score -19672.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19679.767578 Penalty: 2822.418457
	Iteration 7Q: 3 clusters Score -19679.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19679.767578 Penalty: 2822.418457
	Iteration 8F: 3 clusters Score -19679.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (3648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Entering Unmasked Estep 
Score: -395368.718750 Penalty: 2034.079834
	Iteration 0F: 2 clusters Score -395368.7 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 1860 members 
Entering Unmasked Estep 
Score: -391672.812500 Penalty: 4068.159668
	Iteration 0F: 3 clusters Score -391672.8 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -392470.625000 Penalty: 4068.159668
	Iteration 1F: 3 clusters Score -392470.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -392665.281250 Penalty: 4068.159668
	Iteration 2F: 3 clusters Score -392665.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -392775.968750 Penalty: 4068.159668
	Iteration 3Q: 3 clusters Score -392776 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -392865.968750 Penalty: 4068.159668
	Iteration 4Q: 3 clusters Score -392866 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -392928.156250 Penalty: 4068.159668
	Iteration 5Q: 3 clusters Score -392928.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -392983.343750 Penalty: 4068.159668
	Iteration 6Q: 3 clusters Score -392983.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -393017.343750 Penalty: 4068.159668
	Iteration 7Q: 3 clusters Score -393017.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -393043.875000 Penalty: 4068.159668
	Iteration 8Q: 3 clusters Score -393043.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -393075.156250 Penalty: 4068.159668
	Iteration 9Q: 3 clusters Score -393075.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -393098.781250 Penalty: 4068.159668
	Iteration 10Q: 3 clusters Score -393098.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -393123.593750 Penalty: 4068.159668
	Iteration 11Q: 3 clusters Score -393123.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -393147.468750 Penalty: 4068.159668
	Iteration 12Q: 3 clusters Score -393147.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -393163.531250 Penalty: 4068.159668
	Iteration 13Q: 3 clusters Score -393163.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -393183.718750 Penalty: 4068.159668
	Iteration 14Q: 3 clusters Score -393183.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -393201.593750 Penalty: 4068.159668
	Iteration 15Q: 3 clusters Score -393201.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -393215.156250 Penalty: 4068.159668
	Iteration 16Q: 3 clusters Score -393215.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -393232.437500 Penalty: 4068.159668
	Iteration 17Q: 3 clusters Score -393232.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -393248.937500 Penalty: 4068.159668
	Iteration 18Q: 3 clusters Score -393248.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -393262.187500 Penalty: 4068.159668
	Iteration 19Q: 3 clusters Score -393262.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -393272.500000 Penalty: 4068.159668
	Iteration 20F: 3 clusters Score -393272.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -393280.968750 Penalty: 4068.159668
	Iteration 21Q: 3 clusters Score -393281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -393291.031250 Penalty: 4068.159668
	Iteration 22Q: 3 clusters Score -393291 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -393304.281250 Penalty: 4068.159668
	Iteration 23Q: 3 clusters Score -393304.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -393313.406250 Penalty: 4068.159668
	Iteration 24Q: 3 clusters Score -393313.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -393318.593750 Penalty: 4068.159668
	Iteration 25Q: 3 clusters Score -393318.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -393326.906250 Penalty: 4068.159668
	Iteration 26Q: 3 clusters Score -393326.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -393334.781250 Penalty: 4068.159668
	Iteration 27Q: 3 clusters Score -393334.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -393340.250000 Penalty: 4068.159668
	Iteration 28Q: 3 clusters Score -393340.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -393345.406250 Penalty: 4068.159668
	Iteration 29Q: 3 clusters Score -393345.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -393348.468750 Penalty: 4068.159668
	Iteration 30Q: 3 clusters Score -393348.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -393351.750000 Penalty: 4068.159668
	Iteration 31Q: 3 clusters Score -393351.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -393353.312500 Penalty: 4068.159668
	Iteration 32Q: 3 clusters Score -393353.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -393354.656250 Penalty: 4068.159668
	Iteration 33Q: 3 clusters Score -393354.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -393355.906250 Penalty: 4068.159668
	Iteration 34Q: 3 clusters Score -393355.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -393358.031250 Penalty: 4068.159668
	Iteration 35Q: 3 clusters Score -393358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -393359.718750 Penalty: 4068.159668
	Iteration 36Q: 3 clusters Score -393359.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -393360.812500 Penalty: 4068.159668
	Iteration 37Q: 3 clusters Score -393360.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -393360.875000 Penalty: 4068.159668
	Iteration 38Q: 3 clusters Score -393360.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -393362.000000 Penalty: 4068.159668
	Iteration 39Q: 3 clusters Score -393362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -393361.500000 Penalty: 4068.159668
	Iteration 40F: 3 clusters Score -393361.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -393362.812500 Penalty: 4068.159668
	Iteration 41Q: 3 clusters Score -393362.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -393363.781250 Penalty: 4068.159668
	Iteration 42Q: 3 clusters Score -393363.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -393363.781250 Penalty: 4068.159668
	Iteration 43F: 3 clusters Score -393363.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (7385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Entering Unmasked Estep 
Score: -792986.562500 Penalty: 2208.987305
	Iteration 0F: 2 clusters Score -792986.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -786956.187500 Penalty: 4417.974609
	Iteration 0F: 3 clusters Score -786956.2 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -788641.875000 Penalty: 4417.974609
	Iteration 1F: 3 clusters Score -788641.9 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -788956.812500 Penalty: 4417.974609
	Iteration 2F: 3 clusters Score -788956.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -789159.312500 Penalty: 4417.974609
	Iteration 3F: 3 clusters Score -789159.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -789322.437500 Penalty: 4417.974609
	Iteration 4Q: 3 clusters Score -789322.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -789441.000000 Penalty: 4417.974609
	Iteration 5Q: 3 clusters Score -789441 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -789555.125000 Penalty: 4417.974609
	Iteration 6Q: 3 clusters Score -789555.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -789683.812500 Penalty: 4417.974609
	Iteration 7Q: 3 clusters Score -789683.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -789811.000000 Penalty: 4417.974609
	Iteration 8Q: 3 clusters Score -789811 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -789924.937500 Penalty: 4417.974609
	Iteration 9Q: 3 clusters Score -789924.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -790020.437500 Penalty: 4417.974609
	Iteration 10Q: 3 clusters Score -790020.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -790110.812500 Penalty: 4417.974609
	Iteration 11Q: 3 clusters Score -790110.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -790184.875000 Penalty: 4417.974609
	Iteration 12Q: 3 clusters Score -790184.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -790276.687500 Penalty: 4417.974609
	Iteration 13Q: 3 clusters Score -790276.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -790378.062500 Penalty: 4417.974609
	Iteration 14Q: 3 clusters Score -790378.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -790453.812500 Penalty: 4417.974609
	Iteration 15Q: 3 clusters Score -790453.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -790537.750000 Penalty: 4417.974609
	Iteration 16Q: 3 clusters Score -790537.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -790617.000000 Penalty: 4417.974609
	Iteration 17Q: 3 clusters Score -790617 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -790686.937500 Penalty: 4417.974609
	Iteration 18Q: 3 clusters Score -790686.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -790757.312500 Penalty: 4417.974609
	Iteration 19Q: 3 clusters Score -790757.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -790836.000000 Penalty: 4417.974609
	Iteration 20F: 3 clusters Score -790836 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -790906.250000 Penalty: 4417.974609
	Iteration 21Q: 3 clusters Score -790906.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -790965.562500 Penalty: 4417.974609
	Iteration 22Q: 3 clusters Score -790965.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -791014.062500 Penalty: 4417.974609
	Iteration 23Q: 3 clusters Score -791014.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -791053.437500 Penalty: 4417.974609
	Iteration 24Q: 3 clusters Score -791053.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -791088.500000 Penalty: 4417.974609
	Iteration 25Q: 3 clusters Score -791088.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -791115.375000 Penalty: 4417.974609
	Iteration 26Q: 3 clusters Score -791115.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -791146.875000 Penalty: 4417.974609
	Iteration 27Q: 3 clusters Score -791146.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -791172.250000 Penalty: 4417.974609
	Iteration 28Q: 3 clusters Score -791172.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -791201.562500 Penalty: 4417.974609
	Iteration 29Q: 3 clusters Score -791201.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -791228.437500 Penalty: 4417.974609
	Iteration 30Q: 3 clusters Score -791228.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -791253.062500 Penalty: 4417.974609
	Iteration 31Q: 3 clusters Score -791253.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -791271.000000 Penalty: 4417.974609
	Iteration 32Q: 3 clusters Score -791271 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -791283.187500 Penalty: 4417.974609
	Iteration 33Q: 3 clusters Score -791283.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -791296.250000 Penalty: 4417.974609
	Iteration 34Q: 3 clusters Score -791296.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -791304.750000 Penalty: 4417.974609
	Iteration 35Q: 3 clusters Score -791304.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -791309.812500 Penalty: 4417.974609
	Iteration 36Q: 3 clusters Score -791309.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -791317.187500 Penalty: 4417.974609
	Iteration 37Q: 3 clusters Score -791317.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -791325.000000 Penalty: 4417.974609
	Iteration 38Q: 3 clusters Score -791325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -791333.437500 Penalty: 4417.974609
	Iteration 39Q: 3 clusters Score -791333.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -791341.687500 Penalty: 4417.974609
	Iteration 40F: 3 clusters Score -791341.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -791346.937500 Penalty: 4417.974609
	Iteration 41Q: 3 clusters Score -791346.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -791348.375000 Penalty: 4417.974609
	Iteration 42Q: 3 clusters Score -791348.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -791351.250000 Penalty: 4417.974609
	Iteration 43Q: 3 clusters Score -791351.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -791353.875000 Penalty: 4417.974609
	Iteration 44Q: 3 clusters Score -791353.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -791353.937500 Penalty: 4417.974609
	Iteration 45Q: 3 clusters Score -791353.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -791358.687500 Penalty: 4417.974609
	Iteration 46Q: 3 clusters Score -791358.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -791362.562500 Penalty: 4417.974609
	Iteration 47Q: 3 clusters Score -791362.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -791367.375000 Penalty: 4417.974609
	Iteration 48Q: 3 clusters Score -791367.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -791365.437500 Penalty: 4417.974609
	Iteration 49Q: 3 clusters Score -791365.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -791367.250000 Penalty: 4417.974609
	Iteration 50Q: 3 clusters Score -791367.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -791369.375000 Penalty: 4417.974609
	Iteration 51Q: 3 clusters Score -791369.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -791372.250000 Penalty: 4417.974609
	Iteration 52Q: 3 clusters Score -791372.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -791374.250000 Penalty: 4417.974609
	Iteration 53Q: 3 clusters Score -791374.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -791374.250000 Penalty: 4417.974609
	Iteration 54F: 3 clusters Score -791374.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Entering Unmasked Estep 
Score: -579318.000000 Penalty: 2126.386963
	Iteration 0F: 2 clusters Score -579318 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 2662 members 
Entering Unmasked Estep 
Score: -574581.437500 Penalty: 4252.773926
	Iteration 0F: 3 clusters Score -574581.4 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -575681.687500 Penalty: 4252.773926
	Iteration 1F: 3 clusters Score -575681.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -575861.375000 Penalty: 4252.773926
	Iteration 2F: 3 clusters Score -575861.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -575989.125000 Penalty: 4252.773926
	Iteration 3Q: 3 clusters Score -575989.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -576064.312500 Penalty: 4252.773926
	Iteration 4Q: 3 clusters Score -576064.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -576137.500000 Penalty: 4252.773926
	Iteration 5Q: 3 clusters Score -576137.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -576198.437500 Penalty: 4252.773926
	Iteration 6Q: 3 clusters Score -576198.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -576255.250000 Penalty: 4252.773926
	Iteration 7Q: 3 clusters Score -576255.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -576306.000000 Penalty: 4252.773926
	Iteration 8Q: 3 clusters Score -576306 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -576356.437500 Penalty: 4252.773926
	Iteration 9Q: 3 clusters Score -576356.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -576393.375000 Penalty: 4252.773926
	Iteration 10Q: 3 clusters Score -576393.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -576429.750000 Penalty: 4252.773926
	Iteration 11Q: 3 clusters Score -576429.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -576461.562500 Penalty: 4252.773926
	Iteration 12Q: 3 clusters Score -576461.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -576486.000000 Penalty: 4252.773926
	Iteration 13Q: 3 clusters Score -576486 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -576517.312500 Penalty: 4252.773926
	Iteration 14Q: 3 clusters Score -576517.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -576547.937500 Penalty: 4252.773926
	Iteration 15Q: 3 clusters Score -576547.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -576577.625000 Penalty: 4252.773926
	Iteration 16Q: 3 clusters Score -576577.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -576615.062500 Penalty: 4252.773926
	Iteration 17Q: 3 clusters Score -576615.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -576659.187500 Penalty: 4252.773926
	Iteration 18Q: 3 clusters Score -576659.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -576716.812500 Penalty: 4252.773926
	Iteration 19Q: 3 clusters Score -576716.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -576785.125000 Penalty: 4252.773926
	Iteration 20F: 3 clusters Score -576785.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -576845.312500 Penalty: 4252.773926
	Iteration 21Q: 3 clusters Score -576845.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -576920.375000 Penalty: 4252.773926
	Iteration 22Q: 3 clusters Score -576920.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -577012.750000 Penalty: 4252.773926
	Iteration 23Q: 3 clusters Score -577012.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -577134.187500 Penalty: 4252.773926
	Iteration 24Q: 3 clusters Score -577134.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -577240.812500 Penalty: 4252.773926
	Iteration 25Q: 3 clusters Score -577240.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -577340.625000 Penalty: 4252.773926
	Iteration 26Q: 3 clusters Score -577340.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -577424.875000 Penalty: 4252.773926
	Iteration 27Q: 3 clusters Score -577424.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -577500.375000 Penalty: 4252.773926
	Iteration 28Q: 3 clusters Score -577500.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -577557.062500 Penalty: 4252.773926
	Iteration 29Q: 3 clusters Score -577557.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -577588.562500 Penalty: 4252.773926
	Iteration 30Q: 3 clusters Score -577588.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -577608.937500 Penalty: 4252.773926
	Iteration 31Q: 3 clusters Score -577608.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -577628.750000 Penalty: 4252.773926
	Iteration 32Q: 3 clusters Score -577628.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -577643.062500 Penalty: 4252.773926
	Iteration 33Q: 3 clusters Score -577643.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -577653.750000 Penalty: 4252.773926
	Iteration 34Q: 3 clusters Score -577653.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -577657.937500 Penalty: 4252.773926
	Iteration 35Q: 3 clusters Score -577657.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -577662.500000 Penalty: 4252.773926
	Iteration 36Q: 3 clusters Score -577662.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -577664.687500 Penalty: 4252.773926
	Iteration 37Q: 3 clusters Score -577664.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -577665.562500 Penalty: 4252.773926
	Iteration 38Q: 3 clusters Score -577665.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -577668.687500 Penalty: 4252.773926
	Iteration 39Q: 3 clusters Score -577668.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -577671.312500 Penalty: 4252.773926
	Iteration 40F: 3 clusters Score -577671.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -577669.250000 Penalty: 4252.773926
	Iteration 41Q: 3 clusters Score -577669.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -577670.125000 Penalty: 4252.773926
	Iteration 42Q: 3 clusters Score -577670.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -577670.625000 Penalty: 4252.773926
	Iteration 43Q: 3 clusters Score -577670.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -577671.062500 Penalty: 4252.773926
	Iteration 44Q: 3 clusters Score -577671.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -577671.562500 Penalty: 4252.773926
	Iteration 45Q: 3 clusters Score -577671.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -577673.375000 Penalty: 4252.773926
	Iteration 46Q: 3 clusters Score -577673.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -577672.625000 Penalty: 4252.773926
	Iteration 47Q: 3 clusters Score -577672.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -577672.937500 Penalty: 4252.773926
	Iteration 48Q: 3 clusters Score -577672.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -577673.500000 Penalty: 4252.773926
	Iteration 49Q: 3 clusters Score -577673.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -577673.500000 Penalty: 4252.773926
	Iteration 50F: 3 clusters Score -577673.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -71518.687500 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -71518.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69765.257812 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -69765.26 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -70004.609375 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -70004.61 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -70085.523438 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -70085.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -70136.796875 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -70136.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -70184.359375 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -70184.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -70232.601562 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -70232.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -70269.742188 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -70269.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -70324.593750 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -70324.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -70383.867188 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -70383.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -70468.976562 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -70468.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -70611.476562 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -70611.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -70716.093750 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -70716.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -70762.531250 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -70762.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -70786.968750 Penalty: 3267.424805
	Iteration 13Q: 3 clusters Score -70786.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -70802.195312 Penalty: 3267.424805
	Iteration 14Q: 3 clusters Score -70802.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -70816.578125 Penalty: 3267.424805
	Iteration 15Q: 3 clusters Score -70816.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -70828.984375 Penalty: 3267.424805
	Iteration 16Q: 3 clusters Score -70828.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -70847.820312 Penalty: 3267.424805
	Iteration 17Q: 3 clusters Score -70847.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -70880.312500 Penalty: 3267.424805
	Iteration 18Q: 3 clusters Score -70880.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -70900.687500 Penalty: 3267.424805
	Iteration 19Q: 3 clusters Score -70900.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -70902.656250 Penalty: 3267.424805
	Iteration 20F: 3 clusters Score -70902.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -647138.375000 Penalty: 2158.798828
	Iteration 0F: 2 clusters Score -647138.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -641968.187500 Penalty: 4317.597656
	Iteration 0F: 3 clusters Score -641968.2 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -643216.625000 Penalty: 4317.597656
	Iteration 1F: 3 clusters Score -643216.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -643464.750000 Penalty: 4317.597656
	Iteration 2F: 3 clusters Score -643464.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -643631.000000 Penalty: 4317.597656
	Iteration 3F: 3 clusters Score -643631 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -643754.687500 Penalty: 4317.597656
	Iteration 4Q: 3 clusters Score -643754.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -643850.812500 Penalty: 4317.597656
	Iteration 5Q: 3 clusters Score -643850.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -643929.875000 Penalty: 4317.597656
	Iteration 6Q: 3 clusters Score -643929.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -644003.625000 Penalty: 4317.597656
	Iteration 7Q: 3 clusters Score -644003.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -644069.750000 Penalty: 4317.597656
	Iteration 8Q: 3 clusters Score -644069.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -644135.625000 Penalty: 4317.597656
	Iteration 9Q: 3 clusters Score -644135.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -644198.062500 Penalty: 4317.597656
	Iteration 10Q: 3 clusters Score -644198.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -644253.187500 Penalty: 4317.597656
	Iteration 11Q: 3 clusters Score -644253.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -644302.750000 Penalty: 4317.597656
	Iteration 12Q: 3 clusters Score -644302.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -644347.687500 Penalty: 4317.597656
	Iteration 13Q: 3 clusters Score -644347.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -644386.687500 Penalty: 4317.597656
	Iteration 14Q: 3 clusters Score -644386.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -644432.625000 Penalty: 4317.597656
	Iteration 15Q: 3 clusters Score -644432.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -644485.375000 Penalty: 4317.597656
	Iteration 16Q: 3 clusters Score -644485.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -644528.375000 Penalty: 4317.597656
	Iteration 17Q: 3 clusters Score -644528.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -644576.937500 Penalty: 4317.597656
	Iteration 18Q: 3 clusters Score -644576.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -644625.625000 Penalty: 4317.597656
	Iteration 19Q: 3 clusters Score -644625.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -644678.875000 Penalty: 4317.597656
	Iteration 20F: 3 clusters Score -644678.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -644743.125000 Penalty: 4317.597656
	Iteration 21Q: 3 clusters Score -644743.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -644811.187500 Penalty: 4317.597656
	Iteration 22Q: 3 clusters Score -644811.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -644890.437500 Penalty: 4317.597656
	Iteration 23Q: 3 clusters Score -644890.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -644997.000000 Penalty: 4317.597656
	Iteration 24Q: 3 clusters Score -644997 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -645128.062500 Penalty: 4317.597656
	Iteration 25Q: 3 clusters Score -645128.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -645279.062500 Penalty: 4317.597656
	Iteration 26Q: 3 clusters Score -645279.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -645432.250000 Penalty: 4317.597656
	Iteration 27Q: 3 clusters Score -645432.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -645551.750000 Penalty: 4317.597656
	Iteration 28Q: 3 clusters Score -645551.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -645627.062500 Penalty: 4317.597656
	Iteration 29Q: 3 clusters Score -645627.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -645680.187500 Penalty: 4317.597656
	Iteration 30Q: 3 clusters Score -645680.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -645711.687500 Penalty: 4317.597656
	Iteration 31Q: 3 clusters Score -645711.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -645725.937500 Penalty: 4317.597656
	Iteration 32Q: 3 clusters Score -645725.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -645733.187500 Penalty: 4317.597656
	Iteration 33Q: 3 clusters Score -645733.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -645741.187500 Penalty: 4317.597656
	Iteration 34Q: 3 clusters Score -645741.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -645743.812500 Penalty: 4317.597656
	Iteration 35Q: 3 clusters Score -645743.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -645750.250000 Penalty: 4317.597656
	Iteration 36Q: 3 clusters Score -645750.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -645756.437500 Penalty: 4317.597656
	Iteration 37Q: 3 clusters Score -645756.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -645758.625000 Penalty: 4317.597656
	Iteration 38Q: 3 clusters Score -645758.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -645760.750000 Penalty: 4317.597656
	Iteration 39Q: 3 clusters Score -645760.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -645760.812500 Penalty: 4317.597656
	Iteration 40F: 3 clusters Score -645760.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -30130.804688 Penalty: 1426.637939
	Iteration 0F: 2 clusters Score -30130.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -28982.839844 Penalty: 2853.275879
	Iteration 0F: 3 clusters Score -28982.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29129.289062 Penalty: 2853.275879
	Iteration 1F: 3 clusters Score -29129.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -29188.148438 Penalty: 2853.275879
	Iteration 2Q: 3 clusters Score -29188.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -29268.880859 Penalty: 2853.275879
	Iteration 3F: 3 clusters Score -29268.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -29331.732422 Penalty: 2853.275879
	Iteration 4Q: 3 clusters Score -29331.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -29375.263672 Penalty: 2853.275879
	Iteration 5Q: 3 clusters Score -29375.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -29383.947266 Penalty: 2853.275879
	Iteration 6Q: 3 clusters Score -29383.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29395.441406 Penalty: 2853.275879
	Iteration 7Q: 3 clusters Score -29395.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -29424.376953 Penalty: 2853.275879
	Iteration 8Q: 3 clusters Score -29424.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -29434.109375 Penalty: 2853.275879
	Iteration 9Q: 3 clusters Score -29434.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -29444.068359 Penalty: 2853.275879
	Iteration 10Q: 3 clusters Score -29444.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -29448.376953 Penalty: 2853.275879
	Iteration 11Q: 3 clusters Score -29448.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -29448.376953 Penalty: 2853.275879
	Iteration 12F: 3 clusters Score -29448.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (16164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Entering Unmasked Estep 
Score: -1765848.500000 Penalty: 2403.254395
	Iteration 0F: 2 clusters Score -1765848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1754210.625000 Penalty: 4806.508789
	Iteration 0F: 3 clusters Score -1754211 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1757998.125000 Penalty: 4806.508789
	Iteration 1F: 3 clusters Score -1757998 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1758361.000000 Penalty: 4806.508789
	Iteration 2F: 3 clusters Score -1758361 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1758681.750000 Penalty: 4806.508789
	Iteration 3Q: 3 clusters Score -1758682 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1758949.875000 Penalty: 4806.508789
	Iteration 4Q: 3 clusters Score -1758950 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1759189.125000 Penalty: 4806.508789
	Iteration 5Q: 3 clusters Score -1759189 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1759395.375000 Penalty: 4806.508789
	Iteration 6Q: 3 clusters Score -1759395 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1759604.875000 Penalty: 4806.508789
	Iteration 7Q: 3 clusters Score -1759605 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1759842.250000 Penalty: 4806.508789
	Iteration 8Q: 3 clusters Score -1759842 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1760099.375000 Penalty: 4806.508789
	Iteration 9Q: 3 clusters Score -1760099 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1760359.625000 Penalty: 4806.508789
	Iteration 10Q: 3 clusters Score -1760360 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1760638.375000 Penalty: 4806.508789
	Iteration 11Q: 3 clusters Score -1760638 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1760930.750000 Penalty: 4806.508789
	Iteration 12Q: 3 clusters Score -1760931 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1761288.750000 Penalty: 4806.508789
	Iteration 13Q: 3 clusters Score -1761289 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1761677.375000 Penalty: 4806.508789
	Iteration 14Q: 3 clusters Score -1761677 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1762031.500000 Penalty: 4806.508789
	Iteration 15Q: 3 clusters Score -1762032 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1762345.500000 Penalty: 4806.508789
	Iteration 16Q: 3 clusters Score -1762346 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1762585.875000 Penalty: 4806.508789
	Iteration 17Q: 3 clusters Score -1762586 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1762779.375000 Penalty: 4806.508789
	Iteration 18Q: 3 clusters Score -1762779 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1762911.875000 Penalty: 4806.508789
	Iteration 19Q: 3 clusters Score -1762912 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1763004.000000 Penalty: 4806.508789
	Iteration 20F: 3 clusters Score -1763004 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -1763084.750000 Penalty: 4806.508789
	Iteration 21Q: 3 clusters Score -1763085 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -1763147.500000 Penalty: 4806.508789
	Iteration 22Q: 3 clusters Score -1763148 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1763191.125000 Penalty: 4806.508789
	Iteration 23Q: 3 clusters Score -1763191 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1763234.875000 Penalty: 4806.508789
	Iteration 24Q: 3 clusters Score -1763235 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1763265.750000 Penalty: 4806.508789
	Iteration 25Q: 3 clusters Score -1763266 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -1763311.375000 Penalty: 4806.508789
	Iteration 26Q: 3 clusters Score -1763311 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -1763342.250000 Penalty: 4806.508789
	Iteration 27Q: 3 clusters Score -1763342 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -1763374.625000 Penalty: 4806.508789
	Iteration 28Q: 3 clusters Score -1763375 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1763399.500000 Penalty: 4806.508789
	Iteration 29Q: 3 clusters Score -1763400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -1763419.875000 Penalty: 4806.508789
	Iteration 30Q: 3 clusters Score -1763420 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -1763439.250000 Penalty: 4806.508789
	Iteration 31Q: 3 clusters Score -1763439 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -1763457.875000 Penalty: 4806.508789
	Iteration 32Q: 3 clusters Score -1763458 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1763480.375000 Penalty: 4806.508789
	Iteration 33Q: 3 clusters Score -1763480 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -1763502.000000 Penalty: 4806.508789
	Iteration 34Q: 3 clusters Score -1763502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1763530.750000 Penalty: 4806.508789
	Iteration 35Q: 3 clusters Score -1763531 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -1763550.000000 Penalty: 4806.508789
	Iteration 36Q: 3 clusters Score -1763550 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -1763557.500000 Penalty: 4806.508789
	Iteration 37Q: 3 clusters Score -1763558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -1763576.375000 Penalty: 4806.508789
	Iteration 38Q: 3 clusters Score -1763576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1763596.000000 Penalty: 4806.508789
	Iteration 39Q: 3 clusters Score -1763596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1763614.000000 Penalty: 4806.508789
	Iteration 40F: 3 clusters Score -1763614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -1763631.250000 Penalty: 4806.508789
	Iteration 41Q: 3 clusters Score -1763631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -1763638.625000 Penalty: 4806.508789
	Iteration 42Q: 3 clusters Score -1763639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -1763643.750000 Penalty: 4806.508789
	Iteration 43Q: 3 clusters Score -1763644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -1763649.000000 Penalty: 4806.508789
	Iteration 44Q: 3 clusters Score -1763649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -1763656.250000 Penalty: 4806.508789
	Iteration 45Q: 3 clusters Score -1763656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -1763657.750000 Penalty: 4806.508789
	Iteration 46Q: 3 clusters Score -1763658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -1763663.500000 Penalty: 4806.508789
	Iteration 47Q: 3 clusters Score -1763664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -1763664.125000 Penalty: 4806.508789
	Iteration 48Q: 3 clusters Score -1763664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -1763664.375000 Penalty: 4806.508789
	Iteration 49Q: 3 clusters Score -1763664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -1763663.875000 Penalty: 4806.508789
	Iteration 50Q: 3 clusters Score -1763664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -1763663.875000 Penalty: 4806.508789
	Iteration 51F: 3 clusters Score -1763664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (14471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Entering Unmasked Estep 
Score: -1595323.875000 Penalty: 2375.815674
	Iteration 0F: 2 clusters Score -1595324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1584837.125000 Penalty: 4751.631348
	Iteration 0F: 3 clusters Score -1584837 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1588030.125000 Penalty: 4751.631348
	Iteration 1F: 3 clusters Score -1588030 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1588334.875000 Penalty: 4751.631348
	Iteration 2F: 3 clusters Score -1588335 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1588576.500000 Penalty: 4751.631348
	Iteration 3Q: 3 clusters Score -1588576 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1588820.250000 Penalty: 4751.631348
	Iteration 4Q: 3 clusters Score -1588820 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1589055.625000 Penalty: 4751.631348
	Iteration 5Q: 3 clusters Score -1589056 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1589281.250000 Penalty: 4751.631348
	Iteration 6Q: 3 clusters Score -1589281 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1589511.375000 Penalty: 4751.631348
	Iteration 7Q: 3 clusters Score -1589511 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1589758.625000 Penalty: 4751.631348
	Iteration 8Q: 3 clusters Score -1589759 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1590049.750000 Penalty: 4751.631348
	Iteration 9Q: 3 clusters Score -1590050 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1590400.250000 Penalty: 4751.631348
	Iteration 10Q: 3 clusters Score -1590400 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1590794.000000 Penalty: 4751.631348
	Iteration 11Q: 3 clusters Score -1590794 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1591193.625000 Penalty: 4751.631348
	Iteration 12Q: 3 clusters Score -1591194 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1591528.000000 Penalty: 4751.631348
	Iteration 13Q: 3 clusters Score -1591528 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1591837.625000 Penalty: 4751.631348
	Iteration 14Q: 3 clusters Score -1591838 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1592118.875000 Penalty: 4751.631348
	Iteration 15Q: 3 clusters Score -1592119 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1592381.375000 Penalty: 4751.631348
	Iteration 16Q: 3 clusters Score -1592381 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1592601.875000 Penalty: 4751.631348
	Iteration 17Q: 3 clusters Score -1592602 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1592753.625000 Penalty: 4751.631348
	Iteration 18Q: 3 clusters Score -1592754 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1592887.750000 Penalty: 4751.631348
	Iteration 19Q: 3 clusters Score -1592888 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1592983.000000 Penalty: 4751.631348
	Iteration 20F: 3 clusters Score -1592983 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1593041.375000 Penalty: 4751.631348
	Iteration 21Q: 3 clusters Score -1593041 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1593074.875000 Penalty: 4751.631348
	Iteration 22Q: 3 clusters Score -1593075 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1593103.250000 Penalty: 4751.631348
	Iteration 23Q: 3 clusters Score -1593103 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1593129.250000 Penalty: 4751.631348
	Iteration 24Q: 3 clusters Score -1593129 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1593148.875000 Penalty: 4751.631348
	Iteration 25Q: 3 clusters Score -1593149 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1593166.250000 Penalty: 4751.631348
	Iteration 26Q: 3 clusters Score -1593166 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1593175.625000 Penalty: 4751.631348
	Iteration 27Q: 3 clusters Score -1593176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1593190.625000 Penalty: 4751.631348
	Iteration 28Q: 3 clusters Score -1593191 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1593202.625000 Penalty: 4751.631348
	Iteration 29Q: 3 clusters Score -1593203 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1593214.125000 Penalty: 4751.631348
	Iteration 30Q: 3 clusters Score -1593214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1593222.750000 Penalty: 4751.631348
	Iteration 31Q: 3 clusters Score -1593223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1593229.625000 Penalty: 4751.631348
	Iteration 32Q: 3 clusters Score -1593230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1593237.750000 Penalty: 4751.631348
	Iteration 33Q: 3 clusters Score -1593238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1593243.250000 Penalty: 4751.631348
	Iteration 34Q: 3 clusters Score -1593243 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1593252.250000 Penalty: 4751.631348
	Iteration 35Q: 3 clusters Score -1593252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1593267.500000 Penalty: 4751.631348
	Iteration 36Q: 3 clusters Score -1593268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1593274.625000 Penalty: 4751.631348
	Iteration 37Q: 3 clusters Score -1593275 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1593282.625000 Penalty: 4751.631348
	Iteration 38Q: 3 clusters Score -1593283 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1593290.750000 Penalty: 4751.631348
	Iteration 39Q: 3 clusters Score -1593291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1593295.875000 Penalty: 4751.631348
	Iteration 40F: 3 clusters Score -1593296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1593308.000000 Penalty: 4751.631348
	Iteration 41Q: 3 clusters Score -1593308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1593317.000000 Penalty: 4751.631348
	Iteration 42Q: 3 clusters Score -1593317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1593323.375000 Penalty: 4751.631348
	Iteration 43Q: 3 clusters Score -1593323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1593330.375000 Penalty: 4751.631348
	Iteration 44Q: 3 clusters Score -1593330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1593334.250000 Penalty: 4751.631348
	Iteration 45Q: 3 clusters Score -1593334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1593346.875000 Penalty: 4751.631348
	Iteration 46Q: 3 clusters Score -1593347 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1593356.375000 Penalty: 4751.631348
	Iteration 47Q: 3 clusters Score -1593356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -1593369.125000 Penalty: 4751.631348
	Iteration 48Q: 3 clusters Score -1593369 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1593383.625000 Penalty: 4751.631348
	Iteration 49Q: 3 clusters Score -1593384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1593392.125000 Penalty: 4751.631348
	Iteration 50Q: 3 clusters Score -1593392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1593398.000000 Penalty: 4751.631348
	Iteration 51Q: 3 clusters Score -1593398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1593403.625000 Penalty: 4751.631348
	Iteration 52Q: 3 clusters Score -1593404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1593409.875000 Penalty: 4751.631348
	Iteration 53Q: 3 clusters Score -1593410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1593415.375000 Penalty: 4751.631348
	Iteration 54Q: 3 clusters Score -1593415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1593419.750000 Penalty: 4751.631348
	Iteration 55Q: 3 clusters Score -1593420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1593420.625000 Penalty: 4751.631348
	Iteration 56Q: 3 clusters Score -1593421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1593426.625000 Penalty: 4751.631348
	Iteration 57Q: 3 clusters Score -1593427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1593436.625000 Penalty: 4751.631348
	Iteration 58Q: 3 clusters Score -1593437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1593445.500000 Penalty: 4751.631348
	Iteration 59Q: 3 clusters Score -1593446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1593455.500000 Penalty: 4751.631348
	Iteration 60F: 3 clusters Score -1593456 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1593477.125000 Penalty: 4751.631348
	Iteration 61Q: 3 clusters Score -1593477 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1593511.625000 Penalty: 4751.631348
	Iteration 62Q: 3 clusters Score -1593512 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1593549.000000 Penalty: 4751.631348
	Iteration 63Q: 3 clusters Score -1593549 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1593601.500000 Penalty: 4751.631348
	Iteration 64Q: 3 clusters Score -1593602 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1593664.125000 Penalty: 4751.631348
	Iteration 65Q: 3 clusters Score -1593664 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1593732.875000 Penalty: 4751.631348
	Iteration 66Q: 3 clusters Score -1593733 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1593805.000000 Penalty: 4751.631348
	Iteration 67Q: 3 clusters Score -1593805 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1593867.125000 Penalty: 4751.631348
	Iteration 68Q: 3 clusters Score -1593867 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1593898.625000 Penalty: 4751.631348
	Iteration 69Q: 3 clusters Score -1593899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1593911.125000 Penalty: 4751.631348
	Iteration 70Q: 3 clusters Score -1593911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1593915.125000 Penalty: 4751.631348
	Iteration 71Q: 3 clusters Score -1593915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1593920.375000 Penalty: 4751.631348
	Iteration 72Q: 3 clusters Score -1593920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1593924.125000 Penalty: 4751.631348
	Iteration 73Q: 3 clusters Score -1593924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1593924.500000 Penalty: 4751.631348
	Iteration 74Q: 3 clusters Score -1593924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1593925.875000 Penalty: 4751.631348
	Iteration 75Q: 3 clusters Score -1593926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1593925.875000 Penalty: 4751.631348
	Iteration 76F: 3 clusters Score -1593926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (4633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Entering Unmasked Estep 
Score: -489067.031250 Penalty: 2093.358154
	Iteration 0F: 2 clusters Score -489067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -484768.843750 Penalty: 4186.716309
	Iteration 0F: 3 clusters Score -484768.8 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -485743.031250 Penalty: 4186.716309
	Iteration 1F: 3 clusters Score -485743 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -485943.031250 Penalty: 4186.716309
	Iteration 2F: 3 clusters Score -485943 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -486058.562500 Penalty: 4186.716309
	Iteration 3Q: 3 clusters Score -486058.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -486137.812500 Penalty: 4186.716309
	Iteration 4Q: 3 clusters Score -486137.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -486196.562500 Penalty: 4186.716309
	Iteration 5Q: 3 clusters Score -486196.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -486257.625000 Penalty: 4186.716309
	Iteration 6Q: 3 clusters Score -486257.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -486325.593750 Penalty: 4186.716309
	Iteration 7Q: 3 clusters Score -486325.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -486391.625000 Penalty: 4186.716309
	Iteration 8Q: 3 clusters Score -486391.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -486449.562500 Penalty: 4186.716309
	Iteration 9Q: 3 clusters Score -486449.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -486510.312500 Penalty: 4186.716309
	Iteration 10Q: 3 clusters Score -486510.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -486563.906250 Penalty: 4186.716309
	Iteration 11Q: 3 clusters Score -486563.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -486604.968750 Penalty: 4186.716309
	Iteration 12Q: 3 clusters Score -486605 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -486658.593750 Penalty: 4186.716309
	Iteration 13Q: 3 clusters Score -486658.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -486711.875000 Penalty: 4186.716309
	Iteration 14Q: 3 clusters Score -486711.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -486746.343750 Penalty: 4186.716309
	Iteration 15Q: 3 clusters Score -486746.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -486771.343750 Penalty: 4186.716309
	Iteration 16Q: 3 clusters Score -486771.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -486795.062500 Penalty: 4186.716309
	Iteration 17Q: 3 clusters Score -486795.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -486813.281250 Penalty: 4186.716309
	Iteration 18Q: 3 clusters Score -486813.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -486837.812500 Penalty: 4186.716309
	Iteration 19Q: 3 clusters Score -486837.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -486875.093750 Penalty: 4186.716309
	Iteration 20F: 3 clusters Score -486875.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -486916.906250 Penalty: 4186.716309
	Iteration 21Q: 3 clusters Score -486916.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -486966.687500 Penalty: 4186.716309
	Iteration 22Q: 3 clusters Score -486966.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -487023.718750 Penalty: 4186.716309
	Iteration 23Q: 3 clusters Score -487023.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -487072.562500 Penalty: 4186.716309
	Iteration 24Q: 3 clusters Score -487072.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -487109.343750 Penalty: 4186.716309
	Iteration 25Q: 3 clusters Score -487109.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -487141.718750 Penalty: 4186.716309
	Iteration 26Q: 3 clusters Score -487141.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -487186.000000 Penalty: 4186.716309
	Iteration 27Q: 3 clusters Score -487186 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -487225.843750 Penalty: 4186.716309
	Iteration 28Q: 3 clusters Score -487225.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -487258.250000 Penalty: 4186.716309
	Iteration 29Q: 3 clusters Score -487258.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -487283.875000 Penalty: 4186.716309
	Iteration 30Q: 3 clusters Score -487283.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -487306.656250 Penalty: 4186.716309
	Iteration 31Q: 3 clusters Score -487306.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -487331.125000 Penalty: 4186.716309
	Iteration 32Q: 3 clusters Score -487331.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -487357.937500 Penalty: 4186.716309
	Iteration 33Q: 3 clusters Score -487357.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -487379.468750 Penalty: 4186.716309
	Iteration 34Q: 3 clusters Score -487379.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -487397.031250 Penalty: 4186.716309
	Iteration 35Q: 3 clusters Score -487397 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -487415.531250 Penalty: 4186.716309
	Iteration 36Q: 3 clusters Score -487415.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -487429.531250 Penalty: 4186.716309
	Iteration 37Q: 3 clusters Score -487429.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -487440.843750 Penalty: 4186.716309
	Iteration 38Q: 3 clusters Score -487440.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -487450.187500 Penalty: 4186.716309
	Iteration 39Q: 3 clusters Score -487450.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -487460.562500 Penalty: 4186.716309
	Iteration 40F: 3 clusters Score -487460.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -487485.093750 Penalty: 4186.716309
	Iteration 41Q: 3 clusters Score -487485.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -487520.625000 Penalty: 4186.716309
	Iteration 42Q: 3 clusters Score -487520.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -487550.156250 Penalty: 4186.716309
	Iteration 43Q: 3 clusters Score -487550.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -487573.343750 Penalty: 4186.716309
	Iteration 44Q: 3 clusters Score -487573.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -487587.406250 Penalty: 4186.716309
	Iteration 45Q: 3 clusters Score -487587.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -487597.343750 Penalty: 4186.716309
	Iteration 46Q: 3 clusters Score -487597.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -487604.312500 Penalty: 4186.716309
	Iteration 47Q: 3 clusters Score -487604.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -487607.718750 Penalty: 4186.716309
	Iteration 48Q: 3 clusters Score -487607.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -487610.718750 Penalty: 4186.716309
	Iteration 49Q: 3 clusters Score -487610.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -487613.375000 Penalty: 4186.716309
	Iteration 50Q: 3 clusters Score -487613.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -487615.375000 Penalty: 4186.716309
	Iteration 51Q: 3 clusters Score -487615.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -487616.656250 Penalty: 4186.716309
	Iteration 52Q: 3 clusters Score -487616.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -487617.625000 Penalty: 4186.716309
	Iteration 53Q: 3 clusters Score -487617.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -487617.625000 Penalty: 4186.716309
	Iteration 54F: 3 clusters Score -487617.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (3355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Entering Unmasked Estep 
Score: -364431.218750 Penalty: 2013.315308
	Iteration 0F: 2 clusters Score -364431.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -360907.343750 Penalty: 4026.630615
	Iteration 0F: 3 clusters Score -360907.3 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -361611.875000 Penalty: 4026.630615
	Iteration 1F: 3 clusters Score -361611.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -361761.750000 Penalty: 4026.630615
	Iteration 2F: 3 clusters Score -361761.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -361862.906250 Penalty: 4026.630615
	Iteration 3Q: 3 clusters Score -361862.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -361947.000000 Penalty: 4026.630615
	Iteration 4Q: 3 clusters Score -361947 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -361989.687500 Penalty: 4026.630615
	Iteration 5Q: 3 clusters Score -361989.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -362022.500000 Penalty: 4026.630615
	Iteration 6Q: 3 clusters Score -362022.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -362050.531250 Penalty: 4026.630615
	Iteration 7Q: 3 clusters Score -362050.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -362069.687500 Penalty: 4026.630615
	Iteration 8Q: 3 clusters Score -362069.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -362085.750000 Penalty: 4026.630615
	Iteration 9Q: 3 clusters Score -362085.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -362099.687500 Penalty: 4026.630615
	Iteration 10Q: 3 clusters Score -362099.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -362111.500000 Penalty: 4026.630615
	Iteration 11Q: 3 clusters Score -362111.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -362117.781250 Penalty: 4026.630615
	Iteration 12Q: 3 clusters Score -362117.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -362123.562500 Penalty: 4026.630615
	Iteration 13Q: 3 clusters Score -362123.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -362127.281250 Penalty: 4026.630615
	Iteration 14Q: 3 clusters Score -362127.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -362130.437500 Penalty: 4026.630615
	Iteration 15Q: 3 clusters Score -362130.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -362131.437500 Penalty: 4026.630615
	Iteration 16Q: 3 clusters Score -362131.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -362133.531250 Penalty: 4026.630615
	Iteration 17Q: 3 clusters Score -362133.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -362136.312500 Penalty: 4026.630615
	Iteration 18Q: 3 clusters Score -362136.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -362137.968750 Penalty: 4026.630615
	Iteration 19Q: 3 clusters Score -362138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -362139.843750 Penalty: 4026.630615
	Iteration 20F: 3 clusters Score -362139.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -362141.468750 Penalty: 4026.630615
	Iteration 21Q: 3 clusters Score -362141.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -362143.093750 Penalty: 4026.630615
	Iteration 22Q: 3 clusters Score -362143.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -362145.531250 Penalty: 4026.630615
	Iteration 23Q: 3 clusters Score -362145.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -362146.937500 Penalty: 4026.630615
	Iteration 24Q: 3 clusters Score -362146.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -362152.218750 Penalty: 4026.630615
	Iteration 25Q: 3 clusters Score -362152.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -362154.781250 Penalty: 4026.630615
	Iteration 26Q: 3 clusters Score -362154.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -362157.625000 Penalty: 4026.630615
	Iteration 27Q: 3 clusters Score -362157.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -362162.093750 Penalty: 4026.630615
	Iteration 28Q: 3 clusters Score -362162.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -362167.625000 Penalty: 4026.630615
	Iteration 29Q: 3 clusters Score -362167.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -362171.437500 Penalty: 4026.630615
	Iteration 30Q: 3 clusters Score -362171.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -362173.281250 Penalty: 4026.630615
	Iteration 31Q: 3 clusters Score -362173.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -362174.156250 Penalty: 4026.630615
	Iteration 32Q: 3 clusters Score -362174.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -362174.468750 Penalty: 4026.630615
	Iteration 33Q: 3 clusters Score -362174.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -362174.468750 Penalty: 4026.630615
	Iteration 34F: 3 clusters Score -362174.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (16661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Entering Unmasked Estep 
Score: -1808110.750000 Penalty: 2410.764893
	Iteration 0F: 2 clusters Score -1808111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1796140.250000 Penalty: 4821.529785
	Iteration 0F: 3 clusters Score -1796140 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1799984.125000 Penalty: 4821.529785
	Iteration 1F: 3 clusters Score -1799984 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1800395.875000 Penalty: 4821.529785
	Iteration 2F: 3 clusters Score -1800396 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1800742.875000 Penalty: 4821.529785
	Iteration 3Q: 3 clusters Score -1800743 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1801046.625000 Penalty: 4821.529785
	Iteration 4Q: 3 clusters Score -1801047 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1801332.000000 Penalty: 4821.529785
	Iteration 5Q: 3 clusters Score -1801332 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1801625.750000 Penalty: 4821.529785
	Iteration 6Q: 3 clusters Score -1801626 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1801965.000000 Penalty: 4821.529785
	Iteration 7Q: 3 clusters Score -1801965 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1802346.000000 Penalty: 4821.529785
	Iteration 8Q: 3 clusters Score -1802346 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1802827.375000 Penalty: 4821.529785
	Iteration 9Q: 3 clusters Score -1802827 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1803422.250000 Penalty: 4821.529785
	Iteration 10Q: 3 clusters Score -1803422 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1803953.250000 Penalty: 4821.529785
	Iteration 11Q: 3 clusters Score -1803953 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1804341.250000 Penalty: 4821.529785
	Iteration 12Q: 3 clusters Score -1804341 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1804635.375000 Penalty: 4821.529785
	Iteration 13Q: 3 clusters Score -1804635 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1804827.250000 Penalty: 4821.529785
	Iteration 14Q: 3 clusters Score -1804827 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1804969.500000 Penalty: 4821.529785
	Iteration 15Q: 3 clusters Score -1804970 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1805056.500000 Penalty: 4821.529785
	Iteration 16Q: 3 clusters Score -1805056 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1805113.000000 Penalty: 4821.529785
	Iteration 17Q: 3 clusters Score -1805113 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1805153.125000 Penalty: 4821.529785
	Iteration 18Q: 3 clusters Score -1805153 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1805179.625000 Penalty: 4821.529785
	Iteration 19Q: 3 clusters Score -1805180 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1805204.500000 Penalty: 4821.529785
	Iteration 20F: 3 clusters Score -1805204 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1805231.875000 Penalty: 4821.529785
	Iteration 21Q: 3 clusters Score -1805232 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1805252.625000 Penalty: 4821.529785
	Iteration 22Q: 3 clusters Score -1805253 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1805281.125000 Penalty: 4821.529785
	Iteration 23Q: 3 clusters Score -1805281 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1805309.625000 Penalty: 4821.529785
	Iteration 24Q: 3 clusters Score -1805310 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1805337.875000 Penalty: 4821.529785
	Iteration 25Q: 3 clusters Score -1805338 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1805365.750000 Penalty: 4821.529785
	Iteration 26Q: 3 clusters Score -1805366 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1805390.875000 Penalty: 4821.529785
	Iteration 27Q: 3 clusters Score -1805391 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1805404.875000 Penalty: 4821.529785
	Iteration 28Q: 3 clusters Score -1805405 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1805427.375000 Penalty: 4821.529785
	Iteration 29Q: 3 clusters Score -1805427 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1805457.125000 Penalty: 4821.529785
	Iteration 30Q: 3 clusters Score -1805457 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1805487.250000 Penalty: 4821.529785
	Iteration 31Q: 3 clusters Score -1805487 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1805513.625000 Penalty: 4821.529785
	Iteration 32Q: 3 clusters Score -1805514 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1805551.500000 Penalty: 4821.529785
	Iteration 33Q: 3 clusters Score -1805552 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1805597.875000 Penalty: 4821.529785
	Iteration 34Q: 3 clusters Score -1805598 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1805644.625000 Penalty: 4821.529785
	Iteration 35Q: 3 clusters Score -1805645 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1805683.000000 Penalty: 4821.529785
	Iteration 36Q: 3 clusters Score -1805683 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1805720.375000 Penalty: 4821.529785
	Iteration 37Q: 3 clusters Score -1805720 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1805762.250000 Penalty: 4821.529785
	Iteration 38Q: 3 clusters Score -1805762 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1805794.625000 Penalty: 4821.529785
	Iteration 39Q: 3 clusters Score -1805795 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1805821.875000 Penalty: 4821.529785
	Iteration 40F: 3 clusters Score -1805822 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1805846.875000 Penalty: 4821.529785
	Iteration 41Q: 3 clusters Score -1805847 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1805871.125000 Penalty: 4821.529785
	Iteration 42Q: 3 clusters Score -1805871 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1805890.125000 Penalty: 4821.529785
	Iteration 43Q: 3 clusters Score -1805890 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1805913.875000 Penalty: 4821.529785
	Iteration 44Q: 3 clusters Score -1805914 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1805933.375000 Penalty: 4821.529785
	Iteration 45Q: 3 clusters Score -1805933 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1805957.000000 Penalty: 4821.529785
	Iteration 46Q: 3 clusters Score -1805957 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1805969.750000 Penalty: 4821.529785
	Iteration 47Q: 3 clusters Score -1805970 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1805985.125000 Penalty: 4821.529785
	Iteration 48Q: 3 clusters Score -1805985 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1805995.000000 Penalty: 4821.529785
	Iteration 49Q: 3 clusters Score -1805995 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1806000.125000 Penalty: 4821.529785
	Iteration 50Q: 3 clusters Score -1806000 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1806007.375000 Penalty: 4821.529785
	Iteration 51Q: 3 clusters Score -1806007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1806010.375000 Penalty: 4821.529785
	Iteration 52Q: 3 clusters Score -1806010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1806015.125000 Penalty: 4821.529785
	Iteration 53Q: 3 clusters Score -1806015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1806013.625000 Penalty: 4821.529785
	Iteration 54Q: 3 clusters Score -1806014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1806017.250000 Penalty: 4821.529785
	Iteration 55Q: 3 clusters Score -1806017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1806014.250000 Penalty: 4821.529785
	Iteration 56Q: 3 clusters Score -1806014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1806019.500000 Penalty: 4821.529785
	Iteration 57Q: 3 clusters Score -1806020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1806017.500000 Penalty: 4821.529785
	Iteration 58Q: 3 clusters Score -1806018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1806017.500000 Penalty: 4821.529785
	Iteration 59F: 3 clusters Score -1806018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (13766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Entering Unmasked Estep 
Score: -1510016.000000 Penalty: 2363.429199
	Iteration 0F: 2 clusters Score -1510016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1500080.000000 Penalty: 4726.858398
	Iteration 0F: 3 clusters Score -1500080 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1503087.000000 Penalty: 4726.858398
	Iteration 1F: 3 clusters Score -1503087 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1503363.500000 Penalty: 4726.858398
	Iteration 2F: 3 clusters Score -1503364 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1503556.375000 Penalty: 4726.858398
	Iteration 3Q: 3 clusters Score -1503556 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1503694.375000 Penalty: 4726.858398
	Iteration 4Q: 3 clusters Score -1503694 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1503822.875000 Penalty: 4726.858398
	Iteration 5Q: 3 clusters Score -1503823 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1503933.625000 Penalty: 4726.858398
	Iteration 6Q: 3 clusters Score -1503934 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1504019.250000 Penalty: 4726.858398
	Iteration 7Q: 3 clusters Score -1504019 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1504094.375000 Penalty: 4726.858398
	Iteration 8Q: 3 clusters Score -1504094 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1504157.250000 Penalty: 4726.858398
	Iteration 9Q: 3 clusters Score -1504157 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1504218.000000 Penalty: 4726.858398
	Iteration 10Q: 3 clusters Score -1504218 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1504288.500000 Penalty: 4726.858398
	Iteration 11Q: 3 clusters Score -1504288 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1504376.625000 Penalty: 4726.858398
	Iteration 12Q: 3 clusters Score -1504377 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1504479.250000 Penalty: 4726.858398
	Iteration 13Q: 3 clusters Score -1504479 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1504609.625000 Penalty: 4726.858398
	Iteration 14Q: 3 clusters Score -1504610 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1504751.500000 Penalty: 4726.858398
	Iteration 15Q: 3 clusters Score -1504752 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1504918.625000 Penalty: 4726.858398
	Iteration 16Q: 3 clusters Score -1504919 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1505117.750000 Penalty: 4726.858398
	Iteration 17Q: 3 clusters Score -1505118 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1505347.125000 Penalty: 4726.858398
	Iteration 18Q: 3 clusters Score -1505347 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1505642.125000 Penalty: 4726.858398
	Iteration 19Q: 3 clusters Score -1505642 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1505967.250000 Penalty: 4726.858398
	Iteration 20F: 3 clusters Score -1505967 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1506308.375000 Penalty: 4726.858398
	Iteration 21Q: 3 clusters Score -1506308 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1506682.250000 Penalty: 4726.858398
	Iteration 22Q: 3 clusters Score -1506682 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1507003.875000 Penalty: 4726.858398
	Iteration 23Q: 3 clusters Score -1507004 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1507245.875000 Penalty: 4726.858398
	Iteration 24Q: 3 clusters Score -1507246 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1507444.625000 Penalty: 4726.858398
	Iteration 25Q: 3 clusters Score -1507445 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1507614.500000 Penalty: 4726.858398
	Iteration 26Q: 3 clusters Score -1507614 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1507744.375000 Penalty: 4726.858398
	Iteration 27Q: 3 clusters Score -1507744 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1507827.750000 Penalty: 4726.858398
	Iteration 28Q: 3 clusters Score -1507828 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1507885.875000 Penalty: 4726.858398
	Iteration 29Q: 3 clusters Score -1507886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1507919.625000 Penalty: 4726.858398
	Iteration 30Q: 3 clusters Score -1507920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1507947.500000 Penalty: 4726.858398
	Iteration 31Q: 3 clusters Score -1507948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1507968.375000 Penalty: 4726.858398
	Iteration 32Q: 3 clusters Score -1507968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1507975.375000 Penalty: 4726.858398
	Iteration 33Q: 3 clusters Score -1507975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1507987.500000 Penalty: 4726.858398
	Iteration 34Q: 3 clusters Score -1507988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1507996.125000 Penalty: 4726.858398
	Iteration 35Q: 3 clusters Score -1507996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1508000.625000 Penalty: 4726.858398
	Iteration 36Q: 3 clusters Score -1508001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1508007.000000 Penalty: 4726.858398
	Iteration 37Q: 3 clusters Score -1508007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1508007.625000 Penalty: 4726.858398
	Iteration 38Q: 3 clusters Score -1508008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1508008.375000 Penalty: 4726.858398
	Iteration 39Q: 3 clusters Score -1508008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1508013.875000 Penalty: 4726.858398
	Iteration 40F: 3 clusters Score -1508014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1508015.250000 Penalty: 4726.858398
	Iteration 41Q: 3 clusters Score -1508015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1508015.125000 Penalty: 4726.858398
	Iteration 42Q: 3 clusters Score -1508015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1508015.125000 Penalty: 4726.858398
	Iteration 43F: 3 clusters Score -1508015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58200 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 6289 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11340 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 6717 members 
Mstep: Class 14 contains 4624 members 
Mstep: Class 15 contains 10317 members 
Mstep: Class 16 contains 16275 members 
Mstep: Class 17 contains 4823 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28748 members 
Mstep: Class 20 contains 10247 members 
Mstep: Class 21 contains 14431 members 
Mstep: Class 22 contains 10165 members 
Mstep: Class 23 contains 26897 members 
Mstep: Class 24 contains 12373 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 18191 members 
Mstep: Class 31 contains 16568 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4656 members 
Mstep: Class 35 contains 12157 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 20183 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8843 members 
Mstep: Class 40 contains 3299 members 
Mstep: Class 41 contains 16741 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7385 members 
Mstep: Class 45 contains 5293 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6032 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16164 members 
Mstep: Class 50 contains 14471 members 
Mstep: Class 51 contains 4633 members 
Mstep: Class 52 contains 3355 members 
Mstep: Class 53 contains 16661 members 
Mstep: Class 54 contains 13766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771256.000000 Penalty: 179211.343750
Iteration 399Q: 55 clusters Score -6.477126e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58200 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 6280 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11350 members 
Mstep: Class 12 contains 31256 members 
Mstep: Class 13 contains 6719 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 10317 members 
Mstep: Class 16 contains 16274 members 
Mstep: Class 17 contains 4823 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28748 members 
Mstep: Class 20 contains 10246 members 
Mstep: Class 21 contains 14431 members 
Mstep: Class 22 contains 10166 members 
Mstep: Class 23 contains 26900 members 
Mstep: Class 24 contains 12371 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 18190 members 
Mstep: Class 31 contains 16567 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4656 members 
Mstep: Class 35 contains 12157 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 20184 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8841 members 
Mstep: Class 40 contains 3299 members 
Mstep: Class 41 contains 16741 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7385 members 
Mstep: Class 45 contains 5293 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6030 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16164 members 
Mstep: Class 50 contains 14471 members 
Mstep: Class 51 contains 4633 members 
Mstep: Class 52 contains 3354 members 
Mstep: Class 53 contains 16661 members 
Mstep: Class 54 contains 13767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771188.000000 Penalty: 179211.343750
Iteration 400F: 55 clusters Score -6.477119e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58201 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 6275 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11351 members 
Mstep: Class 12 contains 31256 members 
Mstep: Class 13 contains 6720 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 10317 members 
Mstep: Class 16 contains 16275 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28748 members 
Mstep: Class 20 contains 10245 members 
Mstep: Class 21 contains 14431 members 
Mstep: Class 22 contains 10168 members 
Mstep: Class 23 contains 26907 members 
Mstep: Class 24 contains 12372 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 18191 members 
Mstep: Class 31 contains 16567 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4656 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 20184 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8836 members 
Mstep: Class 40 contains 3299 members 
Mstep: Class 41 contains 16739 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7385 members 
Mstep: Class 45 contains 5292 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6029 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16164 members 
Mstep: Class 50 contains 14471 members 
Mstep: Class 51 contains 4633 members 
Mstep: Class 52 contains 3354 members 
Mstep: Class 53 contains 16661 members 
Mstep: Class 54 contains 13767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771220.000000 Penalty: 179211.343750
Iteration 401Q: 55 clusters Score -6.477122e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58201 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1878 members 
Mstep: Class 8 contains 6269 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11351 members 
Mstep: Class 12 contains 31256 members 
Mstep: Class 13 contains 6722 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 10317 members 
Mstep: Class 16 contains 16273 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28749 members 
Mstep: Class 20 contains 10244 members 
Mstep: Class 21 contains 14431 members 
Mstep: Class 22 contains 10168 members 
Mstep: Class 23 contains 26915 members 
Mstep: Class 24 contains 12377 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14065 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 18191 members 
Mstep: Class 31 contains 16568 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4656 members 
Mstep: Class 35 contains 12159 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 20184 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8832 members 
Mstep: Class 40 contains 3299 members 
Mstep: Class 41 contains 16734 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7385 members 
Mstep: Class 45 contains 5291 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6028 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16164 members 
Mstep: Class 50 contains 14472 members 
Mstep: Class 51 contains 4633 members 
Mstep: Class 52 contains 3354 members 
Mstep: Class 53 contains 16661 members 
Mstep: Class 54 contains 13767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771248.000000 Penalty: 179211.343750
Iteration 402Q: 55 clusters Score -6.477125e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58198 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 6264 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11355 members 
Mstep: Class 12 contains 31256 members 
Mstep: Class 13 contains 6720 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 10315 members 
Mstep: Class 16 contains 16277 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28749 members 
Mstep: Class 20 contains 10243 members 
Mstep: Class 21 contains 14431 members 
Mstep: Class 22 contains 10167 members 
Mstep: Class 23 contains 26923 members 
Mstep: Class 24 contains 12379 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 18191 members 
Mstep: Class 31 contains 16567 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12159 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 20183 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8829 members 
Mstep: Class 40 contains 3300 members 
Mstep: Class 41 contains 16736 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7384 members 
Mstep: Class 45 contains 5289 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6028 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16164 members 
Mstep: Class 50 contains 14473 members 
Mstep: Class 51 contains 4633 members 
Mstep: Class 52 contains 3354 members 
Mstep: Class 53 contains 16660 members 
Mstep: Class 54 contains 13767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771240.000000 Penalty: 179211.343750
Iteration 403Q: 55 clusters Score -6.477124e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58198 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 6262 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11355 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 6722 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 10313 members 
Mstep: Class 16 contains 16280 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28749 members 
Mstep: Class 20 contains 10240 members 
Mstep: Class 21 contains 14431 members 
Mstep: Class 22 contains 10168 members 
Mstep: Class 23 contains 26931 members 
Mstep: Class 24 contains 12380 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 18187 members 
Mstep: Class 31 contains 16566 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 20184 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8828 members 
Mstep: Class 40 contains 3300 members 
Mstep: Class 41 contains 16736 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7385 members 
Mstep: Class 45 contains 5288 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6028 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16164 members 
Mstep: Class 50 contains 14473 members 
Mstep: Class 51 contains 4632 members 
Mstep: Class 52 contains 3354 members 
Mstep: Class 53 contains 16659 members 
Mstep: Class 54 contains 13767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771244.000000 Penalty: 179211.343750
Iteration 404Q: 55 clusters Score -6.477124e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58198 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 6263 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11349 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 6721 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 10314 members 
Mstep: Class 16 contains 16281 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28749 members 
Mstep: Class 20 contains 10239 members 
Mstep: Class 21 contains 14431 members 
Mstep: Class 22 contains 10169 members 
Mstep: Class 23 contains 26942 members 
Mstep: Class 24 contains 12376 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 18186 members 
Mstep: Class 31 contains 16567 members 
Mstep: Class 32 contains 10414 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 20184 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8828 members 
Mstep: Class 40 contains 3300 members 
Mstep: Class 41 contains 16735 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7386 members 
Mstep: Class 45 contains 5287 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6028 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16164 members 
Mstep: Class 50 contains 14473 members 
Mstep: Class 51 contains 4632 members 
Mstep: Class 52 contains 3354 members 
Mstep: Class 53 contains 16659 members 
Mstep: Class 54 contains 13767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771232.000000 Penalty: 179211.343750
Iteration 405Q: 55 clusters Score -6.477123e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58198 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 6265 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11348 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 6721 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 10313 members 
Mstep: Class 16 contains 16278 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28749 members 
Mstep: Class 20 contains 10238 members 
Mstep: Class 21 contains 14431 members 
Mstep: Class 22 contains 10171 members 
Mstep: Class 23 contains 26949 members 
Mstep: Class 24 contains 12371 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 18187 members 
Mstep: Class 31 contains 16567 members 
Mstep: Class 32 contains 10414 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 20184 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8828 members 
Mstep: Class 40 contains 3300 members 
Mstep: Class 41 contains 16734 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7385 members 
Mstep: Class 45 contains 5287 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6029 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16164 members 
Mstep: Class 50 contains 14473 members 
Mstep: Class 51 contains 4632 members 
Mstep: Class 52 contains 3354 members 
Mstep: Class 53 contains 16659 members 
Mstep: Class 54 contains 13767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771272.000000 Penalty: 179211.343750
Iteration 406Q: 55 clusters Score -6.477127e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58196 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 6265 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11350 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 6724 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 10307 members 
Mstep: Class 16 contains 16276 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28749 members 
Mstep: Class 20 contains 10237 members 
Mstep: Class 21 contains 14431 members 
Mstep: Class 22 contains 10173 members 
Mstep: Class 23 contains 26960 members 
Mstep: Class 24 contains 12367 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5569 members 
Mstep: Class 30 contains 18186 members 
Mstep: Class 31 contains 16566 members 
Mstep: Class 32 contains 10414 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 20184 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8828 members 
Mstep: Class 40 contains 3300 members 
Mstep: Class 41 contains 16733 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7385 members 
Mstep: Class 45 contains 5287 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6029 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16164 members 
Mstep: Class 50 contains 14473 members 
Mstep: Class 51 contains 4632 members 
Mstep: Class 52 contains 3354 members 
Mstep: Class 53 contains 16659 members 
Mstep: Class 54 contains 13767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771332.000000 Penalty: 179211.343750
Iteration 407Q: 55 clusters Score -6.477133e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58198 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 6266 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11352 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 6723 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 10304 members 
Mstep: Class 16 contains 16277 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28750 members 
Mstep: Class 20 contains 10235 members 
Mstep: Class 21 contains 14430 members 
Mstep: Class 22 contains 10174 members 
Mstep: Class 23 contains 26968 members 
Mstep: Class 24 contains 12360 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5570 members 
Mstep: Class 30 contains 18188 members 
Mstep: Class 31 contains 16565 members 
Mstep: Class 32 contains 10414 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 20184 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8828 members 
Mstep: Class 40 contains 3300 members 
Mstep: Class 41 contains 16729 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7385 members 
Mstep: Class 45 contains 5287 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6030 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16164 members 
Mstep: Class 50 contains 14473 members 
Mstep: Class 51 contains 4632 members 
Mstep: Class 52 contains 3354 members 
Mstep: Class 53 contains 16658 members 
Mstep: Class 54 contains 13767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771344.000000 Penalty: 179211.343750
Iteration 408Q: 55 clusters Score -6.477134e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58200 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 6262 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11356 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 6723 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 10302 members 
Mstep: Class 16 contains 16279 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28750 members 
Mstep: Class 20 contains 10235 members 
Mstep: Class 21 contains 14430 members 
Mstep: Class 22 contains 10173 members 
Mstep: Class 23 contains 26970 members 
Mstep: Class 24 contains 12358 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 18188 members 
Mstep: Class 31 contains 16563 members 
Mstep: Class 32 contains 10414 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4654 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 20184 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8828 members 
Mstep: Class 40 contains 3301 members 
Mstep: Class 41 contains 16729 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7384 members 
Mstep: Class 45 contains 5287 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6030 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16165 members 
Mstep: Class 50 contains 14473 members 
Mstep: Class 51 contains 4632 members 
Mstep: Class 52 contains 3354 members 
Mstep: Class 53 contains 16658 members 
Mstep: Class 54 contains 13767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771336.000000 Penalty: 179211.343750
Iteration 409Q: 55 clusters Score -6.477134e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58203 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 6258 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11359 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 6722 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 10302 members 
Mstep: Class 16 contains 16279 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28750 members 
Mstep: Class 20 contains 10235 members 
Mstep: Class 21 contains 14429 members 
Mstep: Class 22 contains 10172 members 
Mstep: Class 23 contains 26973 members 
Mstep: Class 24 contains 12356 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 18187 members 
Mstep: Class 31 contains 16563 members 
Mstep: Class 32 contains 10414 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 20184 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8828 members 
Mstep: Class 40 contains 3301 members 
Mstep: Class 41 contains 16729 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7383 members 
Mstep: Class 45 contains 5287 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6030 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16166 members 
Mstep: Class 50 contains 14473 members 
Mstep: Class 51 contains 4632 members 
Mstep: Class 52 contains 3354 members 
Mstep: Class 53 contains 16658 members 
Mstep: Class 54 contains 13767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771324.000000 Penalty: 179211.343750
Iteration 410Q: 55 clusters Score -6.477132e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58206 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 6256 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11362 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 6722 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 10299 members 
Mstep: Class 16 contains 16279 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28750 members 
Mstep: Class 20 contains 10235 members 
Mstep: Class 21 contains 14428 members 
Mstep: Class 22 contains 10172 members 
Mstep: Class 23 contains 26974 members 
Mstep: Class 24 contains 12354 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 18188 members 
Mstep: Class 31 contains 16563 members 
Mstep: Class 32 contains 10414 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 20184 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8828 members 
Mstep: Class 40 contains 3301 members 
Mstep: Class 41 contains 16730 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7382 members 
Mstep: Class 45 contains 5287 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6030 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16166 members 
Mstep: Class 50 contains 14473 members 
Mstep: Class 51 contains 4632 members 
Mstep: Class 52 contains 3354 members 
Mstep: Class 53 contains 16658 members 
Mstep: Class 54 contains 13767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771308.000000 Penalty: 179211.343750
Iteration 411Q: 55 clusters Score -6.477131e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58206 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 6255 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11367 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 6722 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 10299 members 
Mstep: Class 16 contains 16279 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28750 members 
Mstep: Class 20 contains 10235 members 
Mstep: Class 21 contains 14427 members 
Mstep: Class 22 contains 10172 members 
Mstep: Class 23 contains 26973 members 
Mstep: Class 24 contains 12351 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 18189 members 
Mstep: Class 31 contains 16563 members 
Mstep: Class 32 contains 10414 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 20184 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8828 members 
Mstep: Class 40 contains 3301 members 
Mstep: Class 41 contains 16731 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7381 members 
Mstep: Class 45 contains 5287 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6030 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16166 members 
Mstep: Class 50 contains 14473 members 
Mstep: Class 51 contains 4632 members 
Mstep: Class 52 contains 3354 members 
Mstep: Class 53 contains 16658 members 
Mstep: Class 54 contains 13767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771292.000000 Penalty: 179211.343750
Iteration 412Q: 55 clusters Score -6.477129e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58206 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 6255 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11370 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 6722 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 10299 members 
Mstep: Class 16 contains 16280 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28750 members 
Mstep: Class 20 contains 10235 members 
Mstep: Class 21 contains 14428 members 
Mstep: Class 22 contains 10172 members 
Mstep: Class 23 contains 26974 members 
Mstep: Class 24 contains 12347 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 18189 members 
Mstep: Class 31 contains 16563 members 
Mstep: Class 32 contains 10413 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 20184 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8828 members 
Mstep: Class 40 contains 3301 members 
Mstep: Class 41 contains 16731 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7381 members 
Mstep: Class 45 contains 5287 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6029 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16166 members 
Mstep: Class 50 contains 14473 members 
Mstep: Class 51 contains 4632 members 
Mstep: Class 52 contains 3354 members 
Mstep: Class 53 contains 16658 members 
Mstep: Class 54 contains 13767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771280.000000 Penalty: 179211.343750
Iteration 413Q: 55 clusters Score -6.477128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58204 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 6255 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11372 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 6722 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 10299 members 
Mstep: Class 16 contains 16280 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28750 members 
Mstep: Class 20 contains 10235 members 
Mstep: Class 21 contains 14428 members 
Mstep: Class 22 contains 10172 members 
Mstep: Class 23 contains 26978 members 
Mstep: Class 24 contains 12345 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 18188 members 
Mstep: Class 31 contains 16563 members 
Mstep: Class 32 contains 10413 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 20184 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8828 members 
Mstep: Class 40 contains 3301 members 
Mstep: Class 41 contains 16730 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7381 members 
Mstep: Class 45 contains 5287 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6029 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16166 members 
Mstep: Class 50 contains 14473 members 
Mstep: Class 51 contains 4632 members 
Mstep: Class 52 contains 3354 members 
Mstep: Class 53 contains 16658 members 
Mstep: Class 54 contains 13767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771288.000000 Penalty: 179211.343750
Iteration 414Q: 55 clusters Score -6.477129e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58203 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 6254 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11375 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 6722 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 10299 members 
Mstep: Class 16 contains 16281 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28750 members 
Mstep: Class 20 contains 10235 members 
Mstep: Class 21 contains 14428 members 
Mstep: Class 22 contains 10173 members 
Mstep: Class 23 contains 26980 members 
Mstep: Class 24 contains 12343 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 18188 members 
Mstep: Class 31 contains 16563 members 
Mstep: Class 32 contains 10413 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 20184 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8828 members 
Mstep: Class 40 contains 3301 members 
Mstep: Class 41 contains 16727 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7381 members 
Mstep: Class 45 contains 5287 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6029 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16166 members 
Mstep: Class 50 contains 14473 members 
Mstep: Class 51 contains 4632 members 
Mstep: Class 52 contains 3354 members 
Mstep: Class 53 contains 16658 members 
Mstep: Class 54 contains 13767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771232.000000 Penalty: 179211.343750
Iteration 415Q: 55 clusters Score -6.477123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58203 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 6253 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11378 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 6722 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 10299 members 
Mstep: Class 16 contains 16281 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28750 members 
Mstep: Class 20 contains 10235 members 
Mstep: Class 21 contains 14428 members 
Mstep: Class 22 contains 10174 members 
Mstep: Class 23 contains 26980 members 
Mstep: Class 24 contains 12342 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 18187 members 
Mstep: Class 31 contains 16563 members 
Mstep: Class 32 contains 10413 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 20184 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8828 members 
Mstep: Class 40 contains 3301 members 
Mstep: Class 41 contains 16726 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7381 members 
Mstep: Class 45 contains 5287 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6029 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16166 members 
Mstep: Class 50 contains 14473 members 
Mstep: Class 51 contains 4632 members 
Mstep: Class 52 contains 3354 members 
Mstep: Class 53 contains 16658 members 
Mstep: Class 54 contains 13767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771204.000000 Penalty: 179211.343750
Iteration 416Q: 55 clusters Score -6.47712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58203 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 6253 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11379 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 6722 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 10299 members 
Mstep: Class 16 contains 16281 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28750 members 
Mstep: Class 20 contains 10235 members 
Mstep: Class 21 contains 14428 members 
Mstep: Class 22 contains 10175 members 
Mstep: Class 23 contains 26980 members 
Mstep: Class 24 contains 12340 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 18188 members 
Mstep: Class 31 contains 16563 members 
Mstep: Class 32 contains 10413 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 20184 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8828 members 
Mstep: Class 40 contains 3301 members 
Mstep: Class 41 contains 16725 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7381 members 
Mstep: Class 45 contains 5287 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6029 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16166 members 
Mstep: Class 50 contains 14473 members 
Mstep: Class 51 contains 4632 members 
Mstep: Class 52 contains 3354 members 
Mstep: Class 53 contains 16658 members 
Mstep: Class 54 contains 13767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771204.000000 Penalty: 179211.343750
Iteration 417Q: 55 clusters Score -6.47712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58203 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 6252 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11380 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 6722 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 10299 members 
Mstep: Class 16 contains 16281 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28750 members 
Mstep: Class 20 contains 10235 members 
Mstep: Class 21 contains 14428 members 
Mstep: Class 22 contains 10177 members 
Mstep: Class 23 contains 26979 members 
Mstep: Class 24 contains 12339 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 18189 members 
Mstep: Class 31 contains 16563 members 
Mstep: Class 32 contains 10413 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 20184 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8828 members 
Mstep: Class 40 contains 3301 members 
Mstep: Class 41 contains 16724 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7381 members 
Mstep: Class 45 contains 5287 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6029 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16166 members 
Mstep: Class 50 contains 14473 members 
Mstep: Class 51 contains 4632 members 
Mstep: Class 52 contains 3354 members 
Mstep: Class 53 contains 16658 members 
Mstep: Class 54 contains 13767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771172.000000 Penalty: 179211.343750
Iteration 418Q: 55 clusters Score -6.477117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58202 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 6251 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11383 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 6722 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 10299 members 
Mstep: Class 16 contains 16281 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28750 members 
Mstep: Class 20 contains 10235 members 
Mstep: Class 21 contains 14428 members 
Mstep: Class 22 contains 10178 members 
Mstep: Class 23 contains 26978 members 
Mstep: Class 24 contains 12338 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 18189 members 
Mstep: Class 31 contains 16562 members 
Mstep: Class 32 contains 10413 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 20184 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8828 members 
Mstep: Class 40 contains 3301 members 
Mstep: Class 41 contains 16725 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7381 members 
Mstep: Class 45 contains 5287 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6029 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16166 members 
Mstep: Class 50 contains 14473 members 
Mstep: Class 51 contains 4632 members 
Mstep: Class 52 contains 3354 members 
Mstep: Class 53 contains 16658 members 
Mstep: Class 54 contains 13767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771180.000000 Penalty: 179211.343750
Iteration 419Q: 55 clusters Score -6.477118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58202 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 6251 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11384 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 6722 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 10299 members 
Mstep: Class 16 contains 16281 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28750 members 
Mstep: Class 20 contains 10235 members 
Mstep: Class 21 contains 14428 members 
Mstep: Class 22 contains 10178 members 
Mstep: Class 23 contains 26979 members 
Mstep: Class 24 contains 12336 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 18189 members 
Mstep: Class 31 contains 16561 members 
Mstep: Class 32 contains 10413 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 20184 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8828 members 
Mstep: Class 40 contains 3301 members 
Mstep: Class 41 contains 16726 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7381 members 
Mstep: Class 45 contains 5287 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6029 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16166 members 
Mstep: Class 50 contains 14473 members 
Mstep: Class 51 contains 4632 members 
Mstep: Class 52 contains 3354 members 
Mstep: Class 53 contains 16658 members 
Mstep: Class 54 contains 13767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771124.000000 Penalty: 179211.343750
Iteration 420F: 55 clusters Score -6.477112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58202 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 6251 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11384 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 6722 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 10299 members 
Mstep: Class 16 contains 16281 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28750 members 
Mstep: Class 20 contains 10235 members 
Mstep: Class 21 contains 14428 members 
Mstep: Class 22 contains 10179 members 
Mstep: Class 23 contains 26978 members 
Mstep: Class 24 contains 12336 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 18189 members 
Mstep: Class 31 contains 16561 members 
Mstep: Class 32 contains 10413 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 20184 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8828 members 
Mstep: Class 40 contains 3301 members 
Mstep: Class 41 contains 16726 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7381 members 
Mstep: Class 45 contains 5287 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6029 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16166 members 
Mstep: Class 50 contains 14473 members 
Mstep: Class 51 contains 4632 members 
Mstep: Class 52 contains 3354 members 
Mstep: Class 53 contains 16658 members 
Mstep: Class 54 contains 13767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771132.000000 Penalty: 179211.343750
Iteration 421Q: 55 clusters Score -6.477113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58203 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 6251 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11384 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 6722 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 10299 members 
Mstep: Class 16 contains 16281 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28750 members 
Mstep: Class 20 contains 10235 members 
Mstep: Class 21 contains 14428 members 
Mstep: Class 22 contains 10179 members 
Mstep: Class 23 contains 26977 members 
Mstep: Class 24 contains 12336 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 18189 members 
Mstep: Class 31 contains 16561 members 
Mstep: Class 32 contains 10413 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 20184 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8828 members 
Mstep: Class 40 contains 3301 members 
Mstep: Class 41 contains 16726 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7381 members 
Mstep: Class 45 contains 5287 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6029 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16166 members 
Mstep: Class 50 contains 14473 members 
Mstep: Class 51 contains 4632 members 
Mstep: Class 52 contains 3354 members 
Mstep: Class 53 contains 16658 members 
Mstep: Class 54 contains 13767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771128.000000 Penalty: 179211.343750
Iteration 422Q: 55 clusters Score -6.477113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58204 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 6251 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11383 members 
Mstep: Class 12 contains 31254 members 
Mstep: Class 13 contains 6722 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 10299 members 
Mstep: Class 16 contains 16281 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28750 members 
Mstep: Class 20 contains 10235 members 
Mstep: Class 21 contains 14428 members 
Mstep: Class 22 contains 10179 members 
Mstep: Class 23 contains 26978 members 
Mstep: Class 24 contains 12336 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 18189 members 
Mstep: Class 31 contains 16561 members 
Mstep: Class 32 contains 10413 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 20184 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8828 members 
Mstep: Class 40 contains 3301 members 
Mstep: Class 41 contains 16726 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7381 members 
Mstep: Class 45 contains 5287 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6029 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16166 members 
Mstep: Class 50 contains 14473 members 
Mstep: Class 51 contains 4632 members 
Mstep: Class 52 contains 3354 members 
Mstep: Class 53 contains 16658 members 
Mstep: Class 54 contains 13767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771148.000000 Penalty: 179211.343750
Iteration 423Q: 55 clusters Score -6.477115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58205 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 6251 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11383 members 
Mstep: Class 12 contains 31253 members 
Mstep: Class 13 contains 6722 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 10299 members 
Mstep: Class 16 contains 16281 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28750 members 
Mstep: Class 20 contains 10235 members 
Mstep: Class 21 contains 14428 members 
Mstep: Class 22 contains 10179 members 
Mstep: Class 23 contains 26977 members 
Mstep: Class 24 contains 12337 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 18189 members 
Mstep: Class 31 contains 16561 members 
Mstep: Class 32 contains 10413 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 20184 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8828 members 
Mstep: Class 40 contains 3301 members 
Mstep: Class 41 contains 16726 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7381 members 
Mstep: Class 45 contains 5287 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6029 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16166 members 
Mstep: Class 50 contains 14473 members 
Mstep: Class 51 contains 4632 members 
Mstep: Class 52 contains 3354 members 
Mstep: Class 53 contains 16658 members 
Mstep: Class 54 contains 13767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771124.000000 Penalty: 179211.343750
Iteration 424Q: 55 clusters Score -6.477112e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58205 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 6251 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11383 members 
Mstep: Class 12 contains 31253 members 
Mstep: Class 13 contains 6722 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 10299 members 
Mstep: Class 16 contains 16281 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28750 members 
Mstep: Class 20 contains 10235 members 
Mstep: Class 21 contains 14428 members 
Mstep: Class 22 contains 10179 members 
Mstep: Class 23 contains 26977 members 
Mstep: Class 24 contains 12337 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 18189 members 
Mstep: Class 31 contains 16561 members 
Mstep: Class 32 contains 10413 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 20184 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8828 members 
Mstep: Class 40 contains 3301 members 
Mstep: Class 41 contains 16726 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7381 members 
Mstep: Class 45 contains 5287 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6029 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16166 members 
Mstep: Class 50 contains 14473 members 
Mstep: Class 51 contains 4632 members 
Mstep: Class 52 contains 3354 members 
Mstep: Class 53 contains 16658 members 
Mstep: Class 54 contains 13767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64771124.000000 Penalty: 179211.343750
Iteration 425F: 55 clusters Score -6.477112e+07 nChanged 0
Entering ConstructFrom: 
Score: -64771124.000000 Penalty: 179211.343750
Entering ConstructFrom: 
Trying to split cluster 1 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -32254.941406 Penalty: 1433.624390
	Iteration 0F: 2 clusters Score -32254.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30907.564453 Penalty: 2867.248779
	Iteration 0F: 3 clusters Score -30907.56 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31036.011719 Penalty: 2867.248779
	Iteration 1F: 3 clusters Score -31036.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31078.744141 Penalty: 2867.248779
	Iteration 2Q: 3 clusters Score -31078.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31099.445312 Penalty: 2867.248779
	Iteration 3Q: 3 clusters Score -31099.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31112.738281 Penalty: 2867.248779
	Iteration 4Q: 3 clusters Score -31112.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31124.625000 Penalty: 2867.248779
	Iteration 5Q: 3 clusters Score -31124.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31134.220703 Penalty: 2867.248779
	Iteration 6Q: 3 clusters Score -31134.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -31147.880859 Penalty: 2867.248779
	Iteration 7Q: 3 clusters Score -31147.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31160.150391 Penalty: 2867.248779
	Iteration 8Q: 3 clusters Score -31160.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31172.585938 Penalty: 2867.248779
	Iteration 9Q: 3 clusters Score -31172.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31172.585938 Penalty: 2867.248779
	Iteration 10F: 3 clusters Score -31172.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -108658.406250 Penalty: 1709.375122
	Iteration 0F: 2 clusters Score -108658.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -106719.671875 Penalty: 3418.750244
	Iteration 0F: 3 clusters Score -106719.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -106986.492188 Penalty: 3418.750244
	Iteration 1F: 3 clusters Score -106986.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -107055.718750 Penalty: 3418.750244
	Iteration 2F: 3 clusters Score -107055.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -107082.148438 Penalty: 3418.750244
	Iteration 3Q: 3 clusters Score -107082.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -107095.070312 Penalty: 3418.750244
	Iteration 4Q: 3 clusters Score -107095.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -107101.679688 Penalty: 3418.750244
	Iteration 5Q: 3 clusters Score -107101.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -107105.757812 Penalty: 3418.750244
	Iteration 6Q: 3 clusters Score -107105.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -107112.765625 Penalty: 3418.750244
	Iteration 7Q: 3 clusters Score -107112.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -107119.140625 Penalty: 3418.750244
	Iteration 8Q: 3 clusters Score -107119.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -107121.000000 Penalty: 3418.750244
	Iteration 9Q: 3 clusters Score -107121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -107122.000000 Penalty: 3418.750244
	Iteration 10Q: 3 clusters Score -107122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -107123.992188 Penalty: 3418.750244
	Iteration 11Q: 3 clusters Score -107124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -107124.601562 Penalty: 3418.750244
	Iteration 12Q: 3 clusters Score -107124.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -107124.992188 Penalty: 3418.750244
	Iteration 13Q: 3 clusters Score -107125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -107126.062500 Penalty: 3418.750244
	Iteration 14Q: 3 clusters Score -107126.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -107127.375000 Penalty: 3418.750244
	Iteration 15Q: 3 clusters Score -107127.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -107127.375000 Penalty: 3418.750244
	Iteration 16F: 3 clusters Score -107127.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -43997.398438 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -43997.4 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 232 members 
Entering Unmasked Estep 
Score: -42540.425781 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -42540.43 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42834.792969 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -42834.79 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -42989.871094 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -42989.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43078.222656 Penalty: 3077.460693
	Iteration 3Q: 3 clusters Score -43078.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43160.183594 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -43160.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43191.421875 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -43191.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43212.882812 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -43212.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43239.136719 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -43239.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -43271.964844 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -43271.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43314.093750 Penalty: 3077.460693
	Iteration 9Q: 3 clusters Score -43314.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -43332.117188 Penalty: 3077.460693
	Iteration 10Q: 3 clusters Score -43332.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43343.171875 Penalty: 3077.460693
	Iteration 11Q: 3 clusters Score -43343.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43346.703125 Penalty: 3077.460693
	Iteration 12Q: 3 clusters Score -43346.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43349.148438 Penalty: 3077.460693
	Iteration 13F: 3 clusters Score -43349.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43442.324219 Penalty: 3077.460693
	Iteration 14Q: 3 clusters Score -43442.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43442.324219 Penalty: 3077.460693
	Iteration 15F: 3 clusters Score -43442.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (58205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58205 members 
Entering Unmasked Estep 
Score: -5784170.500000 Penalty: 2720.988037
	Iteration 0F: 2 clusters Score -5784170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -5745188.000000 Penalty: 5441.976074
	Iteration 0F: 3 clusters Score -5745188 nChanged 27124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -5760451.500000 Penalty: 5441.976074
	Iteration 1F: 3 clusters Score -5760452 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -5761348.000000 Penalty: 5441.976074
	Iteration 2Q: 3 clusters Score -5761348 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -5762405.500000 Penalty: 5441.976074
	Iteration 3Q: 3 clusters Score -5762406 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -5763729.000000 Penalty: 5441.976074
	Iteration 4Q: 3 clusters Score -5763729 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -5765238.000000 Penalty: 5441.976074
	Iteration 5F: 3 clusters Score -5765238 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -5766875.500000 Penalty: 5441.976074
	Iteration 6F: 3 clusters Score -5766876 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -5768551.000000 Penalty: 5441.976074
	Iteration 7F: 3 clusters Score -5768551 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -5770237.500000 Penalty: 5441.976074
	Iteration 8F: 3 clusters Score -5770238 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -5771938.000000 Penalty: 5441.976074
	Iteration 9Q: 3 clusters Score -5771938 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -5773557.500000 Penalty: 5441.976074
	Iteration 10Q: 3 clusters Score -5773558 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -5774834.000000 Penalty: 5441.976074
	Iteration 11Q: 3 clusters Score -5774834 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -5775774.000000 Penalty: 5441.976074
	Iteration 12Q: 3 clusters Score -5775774 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -5776369.000000 Penalty: 5441.976074
	Iteration 13Q: 3 clusters Score -5776369 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -5776864.000000 Penalty: 5441.976074
	Iteration 14Q: 3 clusters Score -5776864 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -5777313.500000 Penalty: 5441.976074
	Iteration 15Q: 3 clusters Score -5777314 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -5777674.500000 Penalty: 5441.976074
	Iteration 16Q: 3 clusters Score -5777674 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -5778066.500000 Penalty: 5441.976074
	Iteration 17Q: 3 clusters Score -5778066 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47744 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -5778434.000000 Penalty: 5441.976074
	Iteration 18Q: 3 clusters Score -5778434 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -5778794.000000 Penalty: 5441.976074
	Iteration 19Q: 3 clusters Score -5778794 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -5779151.000000 Penalty: 5441.976074
	Iteration 20F: 3 clusters Score -5779151 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50132 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -5779468.000000 Penalty: 5441.976074
	Iteration 21Q: 3 clusters Score -5779468 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50846 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -5779774.500000 Penalty: 5441.976074
	Iteration 22Q: 3 clusters Score -5779774 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51503 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -5780060.500000 Penalty: 5441.976074
	Iteration 23Q: 3 clusters Score -5780060 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52111 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -5780306.000000 Penalty: 5441.976074
	Iteration 24Q: 3 clusters Score -5780306 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52652 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -5780520.000000 Penalty: 5441.976074
	Iteration 25Q: 3 clusters Score -5780520 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53157 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -5780724.500000 Penalty: 5441.976074
	Iteration 26Q: 3 clusters Score -5780724 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53625 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -5780971.500000 Penalty: 5441.976074
	Iteration 27Q: 3 clusters Score -5780972 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -5781084.000000 Penalty: 5441.976074
	Iteration 28Q: 3 clusters Score -5781084 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54452 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -5781251.000000 Penalty: 5441.976074
	Iteration 29Q: 3 clusters Score -5781251 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54814 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -5781413.000000 Penalty: 5441.976074
	Iteration 30Q: 3 clusters Score -5781413 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55131 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -5781560.500000 Penalty: 5441.976074
	Iteration 31Q: 3 clusters Score -5781560 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55393 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -5781680.000000 Penalty: 5441.976074
	Iteration 32Q: 3 clusters Score -5781680 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55618 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -5781774.500000 Penalty: 5441.976074
	Iteration 33Q: 3 clusters Score -5781774 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -5781848.500000 Penalty: 5441.976074
	Iteration 34Q: 3 clusters Score -5781848 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55924 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -5781895.500000 Penalty: 5441.976074
	Iteration 35Q: 3 clusters Score -5781896 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56043 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -5781942.500000 Penalty: 5441.976074
	Iteration 36Q: 3 clusters Score -5781942 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56137 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -5782005.500000 Penalty: 5441.976074
	Iteration 37Q: 3 clusters Score -5782006 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56226 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -5782045.500000 Penalty: 5441.976074
	Iteration 38Q: 3 clusters Score -5782046 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56312 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -5782083.000000 Penalty: 5441.976074
	Iteration 39Q: 3 clusters Score -5782083 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56389 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5782108.500000 Penalty: 5441.976074
	Iteration 40F: 3 clusters Score -5782108 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5782138.500000 Penalty: 5441.976074
	Iteration 41Q: 3 clusters Score -5782138 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56494 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -5782154.000000 Penalty: 5441.976074
	Iteration 42Q: 3 clusters Score -5782154 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56545 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -5782177.500000 Penalty: 5441.976074
	Iteration 43Q: 3 clusters Score -5782178 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56583 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -5782187.000000 Penalty: 5441.976074
	Iteration 44Q: 3 clusters Score -5782187 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56604 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -5782203.000000 Penalty: 5441.976074
	Iteration 45Q: 3 clusters Score -5782203 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56623 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5782207.500000 Penalty: 5441.976074
	Iteration 46Q: 3 clusters Score -5782208 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -5782214.500000 Penalty: 5441.976074
	Iteration 47Q: 3 clusters Score -5782214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56680 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5782218.000000 Penalty: 5441.976074
	Iteration 48Q: 3 clusters Score -5782218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56704 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5782236.500000 Penalty: 5441.976074
	Iteration 49Q: 3 clusters Score -5782236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56729 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -5782249.000000 Penalty: 5441.976074
	Iteration 50Q: 3 clusters Score -5782249 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56755 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5782266.000000 Penalty: 5441.976074
	Iteration 51Q: 3 clusters Score -5782266 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56778 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -5782272.000000 Penalty: 5441.976074
	Iteration 52Q: 3 clusters Score -5782272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56790 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -5782280.500000 Penalty: 5441.976074
	Iteration 53Q: 3 clusters Score -5782280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56805 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -5782285.000000 Penalty: 5441.976074
	Iteration 54Q: 3 clusters Score -5782285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56820 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -5782288.500000 Penalty: 5441.976074
	Iteration 55Q: 3 clusters Score -5782288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56832 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5782291.500000 Penalty: 5441.976074
	Iteration 56Q: 3 clusters Score -5782292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56842 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5782293.000000 Penalty: 5441.976074
	Iteration 57Q: 3 clusters Score -5782293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56845 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5782292.500000 Penalty: 5441.976074
	Iteration 58Q: 3 clusters Score -5782292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56843 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5782294.000000 Penalty: 5441.976074
	Iteration 59Q: 3 clusters Score -5782294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56845 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5782290.500000 Penalty: 5441.976074
	Iteration 60F: 3 clusters Score -5782290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56849 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5782293.000000 Penalty: 5441.976074
	Iteration 61Q: 3 clusters Score -5782293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56853 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -5782294.000000 Penalty: 5441.976074
	Iteration 62Q: 3 clusters Score -5782294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56855 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5782297.000000 Penalty: 5441.976074
	Iteration 63Q: 3 clusters Score -5782297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56857 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5782299.500000 Penalty: 5441.976074
	Iteration 64Q: 3 clusters Score -5782300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56859 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5782302.500000 Penalty: 5441.976074
	Iteration 65Q: 3 clusters Score -5782302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56864 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5782299.500000 Penalty: 5441.976074
	Iteration 66Q: 3 clusters Score -5782300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56868 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5782297.500000 Penalty: 5441.976074
	Iteration 67Q: 3 clusters Score -5782298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56873 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5782306.000000 Penalty: 5441.976074
	Iteration 68Q: 3 clusters Score -5782306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56877 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -5782307.500000 Penalty: 5441.976074
	Iteration 69Q: 3 clusters Score -5782308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56878 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -5782313.500000 Penalty: 5441.976074
	Iteration 70Q: 3 clusters Score -5782314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56880 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5782308.000000 Penalty: 5441.976074
	Iteration 71Q: 3 clusters Score -5782308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56885 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5782310.000000 Penalty: 5441.976074
	Iteration 72Q: 3 clusters Score -5782310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56888 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5782307.000000 Penalty: 5441.976074
	Iteration 73Q: 3 clusters Score -5782307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56895 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5782315.500000 Penalty: 5441.976074
	Iteration 74Q: 3 clusters Score -5782316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56898 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5782318.500000 Penalty: 5441.976074
	Iteration 75Q: 3 clusters Score -5782318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56899 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5782319.500000 Penalty: 5441.976074
	Iteration 76Q: 3 clusters Score -5782320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56899 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5782319.500000 Penalty: 5441.976074
	Iteration 77F: 3 clusters Score -5782320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Entering Unmasked Estep 
Score: -2365678.000000 Penalty: 2475.024902
	Iteration 0F: 2 clusters Score -2365678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2350545.000000 Penalty: 4950.049805
	Iteration 0F: 3 clusters Score -2350545 nChanged 9564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2355609.750000 Penalty: 4950.049805
	Iteration 1F: 3 clusters Score -2355610 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2356022.000000 Penalty: 4950.049805
	Iteration 2F: 3 clusters Score -2356022 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -2356382.000000 Penalty: 4950.049805
	Iteration 3Q: 3 clusters Score -2356382 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2356706.500000 Penalty: 4950.049805
	Iteration 4Q: 3 clusters Score -2356706 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2357112.250000 Penalty: 4950.049805
	Iteration 5Q: 3 clusters Score -2357112 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -2357653.750000 Penalty: 4950.049805
	Iteration 6Q: 3 clusters Score -2357654 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2358292.250000 Penalty: 4950.049805
	Iteration 7F: 3 clusters Score -2358292 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2358965.500000 Penalty: 4950.049805
	Iteration 8F: 3 clusters Score -2358966 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -2359756.250000 Penalty: 4950.049805
	Iteration 9F: 3 clusters Score -2359756 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -2360638.250000 Penalty: 4950.049805
	Iteration 10F: 3 clusters Score -2360638 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -2361474.750000 Penalty: 4950.049805
	Iteration 11Q: 3 clusters Score -2361475 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2362298.000000 Penalty: 4950.049805
	Iteration 12Q: 3 clusters Score -2362298 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -2362975.500000 Penalty: 4950.049805
	Iteration 13Q: 3 clusters Score -2362976 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2363373.000000 Penalty: 4950.049805
	Iteration 14Q: 3 clusters Score -2363373 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2363589.500000 Penalty: 4950.049805
	Iteration 15Q: 3 clusters Score -2363590 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2363731.000000 Penalty: 4950.049805
	Iteration 16Q: 3 clusters Score -2363731 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2363817.000000 Penalty: 4950.049805
	Iteration 17Q: 3 clusters Score -2363817 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2363892.000000 Penalty: 4950.049805
	Iteration 18Q: 3 clusters Score -2363892 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2363962.750000 Penalty: 4950.049805
	Iteration 19Q: 3 clusters Score -2363963 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2364004.000000 Penalty: 4950.049805
	Iteration 20F: 3 clusters Score -2364004 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2364034.500000 Penalty: 4950.049805
	Iteration 21Q: 3 clusters Score -2364034 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2364060.250000 Penalty: 4950.049805
	Iteration 22Q: 3 clusters Score -2364060 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2364088.250000 Penalty: 4950.049805
	Iteration 23Q: 3 clusters Score -2364088 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2364112.500000 Penalty: 4950.049805
	Iteration 24Q: 3 clusters Score -2364112 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2364136.500000 Penalty: 4950.049805
	Iteration 25Q: 3 clusters Score -2364136 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2364162.250000 Penalty: 4950.049805
	Iteration 26Q: 3 clusters Score -2364162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2364170.250000 Penalty: 4950.049805
	Iteration 27Q: 3 clusters Score -2364170 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2364180.500000 Penalty: 4950.049805
	Iteration 28Q: 3 clusters Score -2364180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2364187.250000 Penalty: 4950.049805
	Iteration 29Q: 3 clusters Score -2364187 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2364199.750000 Penalty: 4950.049805
	Iteration 30Q: 3 clusters Score -2364200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2364211.250000 Penalty: 4950.049805
	Iteration 31Q: 3 clusters Score -2364211 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2364217.500000 Penalty: 4950.049805
	Iteration 32Q: 3 clusters Score -2364218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2364223.500000 Penalty: 4950.049805
	Iteration 33Q: 3 clusters Score -2364224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2364225.000000 Penalty: 4950.049805
	Iteration 34Q: 3 clusters Score -2364225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2364233.000000 Penalty: 4950.049805
	Iteration 35Q: 3 clusters Score -2364233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2364233.500000 Penalty: 4950.049805
	Iteration 36Q: 3 clusters Score -2364234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2364229.500000 Penalty: 4950.049805
	Iteration 37Q: 3 clusters Score -2364230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2364228.500000 Penalty: 4950.049805
	Iteration 38Q: 3 clusters Score -2364228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2364233.000000 Penalty: 4950.049805
	Iteration 39Q: 3 clusters Score -2364233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2364232.000000 Penalty: 4950.049805
	Iteration 40F: 3 clusters Score -2364232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2364234.750000 Penalty: 4950.049805
	Iteration 41Q: 3 clusters Score -2364235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2364233.250000 Penalty: 4950.049805
	Iteration 42Q: 3 clusters Score -2364233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2364231.750000 Penalty: 4950.049805
	Iteration 43Q: 3 clusters Score -2364232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2364232.250000 Penalty: 4950.049805
	Iteration 44Q: 3 clusters Score -2364232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2364232.500000 Penalty: 4950.049805
	Iteration 45Q: 3 clusters Score -2364232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2364233.500000 Penalty: 4950.049805
	Iteration 46Q: 3 clusters Score -2364234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2364235.750000 Penalty: 4950.049805
	Iteration 47Q: 3 clusters Score -2364236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2364236.750000 Penalty: 4950.049805
	Iteration 48Q: 3 clusters Score -2364237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2364236.000000 Penalty: 4950.049805
	Iteration 49Q: 3 clusters Score -2364236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2364236.000000 Penalty: 4950.049805
	Iteration 50F: 3 clusters Score -2364236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Entering Unmasked Estep 
Score: -835125.562500 Penalty: 2219.989258
	Iteration 0F: 2 clusters Score -835125.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -828863.687500 Penalty: 4439.978516
	Iteration 0F: 3 clusters Score -828863.7 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -830662.312500 Penalty: 4439.978516
	Iteration 1F: 3 clusters Score -830662.3 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -830965.875000 Penalty: 4439.978516
	Iteration 2F: 3 clusters Score -830965.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -831194.500000 Penalty: 4439.978516
	Iteration 3F: 3 clusters Score -831194.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -831367.625000 Penalty: 4439.978516
	Iteration 4Q: 3 clusters Score -831367.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -831543.187500 Penalty: 4439.978516
	Iteration 5Q: 3 clusters Score -831543.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -831709.000000 Penalty: 4439.978516
	Iteration 6Q: 3 clusters Score -831709 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -831841.562500 Penalty: 4439.978516
	Iteration 7Q: 3 clusters Score -831841.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -831953.062500 Penalty: 4439.978516
	Iteration 8Q: 3 clusters Score -831953.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -832084.500000 Penalty: 4439.978516
	Iteration 9Q: 3 clusters Score -832084.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -832232.312500 Penalty: 4439.978516
	Iteration 10Q: 3 clusters Score -832232.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -832380.687500 Penalty: 4439.978516
	Iteration 11Q: 3 clusters Score -832380.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -832551.250000 Penalty: 4439.978516
	Iteration 12Q: 3 clusters Score -832551.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -832720.000000 Penalty: 4439.978516
	Iteration 13Q: 3 clusters Score -832720 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -832892.187500 Penalty: 4439.978516
	Iteration 14Q: 3 clusters Score -832892.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -833066.187500 Penalty: 4439.978516
	Iteration 15Q: 3 clusters Score -833066.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -833221.375000 Penalty: 4439.978516
	Iteration 16Q: 3 clusters Score -833221.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -833335.437500 Penalty: 4439.978516
	Iteration 17Q: 3 clusters Score -833335.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -833431.625000 Penalty: 4439.978516
	Iteration 18Q: 3 clusters Score -833431.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -833513.500000 Penalty: 4439.978516
	Iteration 19Q: 3 clusters Score -833513.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -833584.562500 Penalty: 4439.978516
	Iteration 20F: 3 clusters Score -833584.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -833621.500000 Penalty: 4439.978516
	Iteration 21Q: 3 clusters Score -833621.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -833645.812500 Penalty: 4439.978516
	Iteration 22Q: 3 clusters Score -833645.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -833669.937500 Penalty: 4439.978516
	Iteration 23Q: 3 clusters Score -833669.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -833691.937500 Penalty: 4439.978516
	Iteration 24Q: 3 clusters Score -833691.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -833713.000000 Penalty: 4439.978516
	Iteration 25Q: 3 clusters Score -833713 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -833727.437500 Penalty: 4439.978516
	Iteration 26Q: 3 clusters Score -833727.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -833743.250000 Penalty: 4439.978516
	Iteration 27Q: 3 clusters Score -833743.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -833757.500000 Penalty: 4439.978516
	Iteration 28Q: 3 clusters Score -833757.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -833767.187500 Penalty: 4439.978516
	Iteration 29Q: 3 clusters Score -833767.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -833772.625000 Penalty: 4439.978516
	Iteration 30Q: 3 clusters Score -833772.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -833778.875000 Penalty: 4439.978516
	Iteration 31Q: 3 clusters Score -833778.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -833786.562500 Penalty: 4439.978516
	Iteration 32Q: 3 clusters Score -833786.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -833790.375000 Penalty: 4439.978516
	Iteration 33Q: 3 clusters Score -833790.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -833790.500000 Penalty: 4439.978516
	Iteration 34Q: 3 clusters Score -833790.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -833790.000000 Penalty: 4439.978516
	Iteration 35Q: 3 clusters Score -833790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -833790.750000 Penalty: 4439.978516
	Iteration 36Q: 3 clusters Score -833790.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -833792.937500 Penalty: 4439.978516
	Iteration 37Q: 3 clusters Score -833792.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -833795.937500 Penalty: 4439.978516
	Iteration 38Q: 3 clusters Score -833795.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -833796.375000 Penalty: 4439.978516
	Iteration 39Q: 3 clusters Score -833796.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -833798.250000 Penalty: 4439.978516
	Iteration 40F: 3 clusters Score -833798.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -833800.250000 Penalty: 4439.978516
	Iteration 41Q: 3 clusters Score -833800.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -833802.375000 Penalty: 4439.978516
	Iteration 42Q: 3 clusters Score -833802.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -833803.875000 Penalty: 4439.978516
	Iteration 43Q: 3 clusters Score -833803.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -833806.000000 Penalty: 4439.978516
	Iteration 44Q: 3 clusters Score -833806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -833807.750000 Penalty: 4439.978516
	Iteration 45Q: 3 clusters Score -833807.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -833811.312500 Penalty: 4439.978516
	Iteration 46Q: 3 clusters Score -833811.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -833812.625000 Penalty: 4439.978516
	Iteration 47Q: 3 clusters Score -833812.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -833814.062500 Penalty: 4439.978516
	Iteration 48Q: 3 clusters Score -833814.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -833815.812500 Penalty: 4439.978516
	Iteration 49Q: 3 clusters Score -833815.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -833817.687500 Penalty: 4439.978516
	Iteration 50Q: 3 clusters Score -833817.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -833819.625000 Penalty: 4439.978516
	Iteration 51Q: 3 clusters Score -833819.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -833820.375000 Penalty: 4439.978516
	Iteration 52Q: 3 clusters Score -833820.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -833822.437500 Penalty: 4439.978516
	Iteration 53Q: 3 clusters Score -833822.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -833824.625000 Penalty: 4439.978516
	Iteration 54Q: 3 clusters Score -833824.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -833824.937500 Penalty: 4439.978516
	Iteration 55Q: 3 clusters Score -833824.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -833825.875000 Penalty: 4439.978516
	Iteration 56Q: 3 clusters Score -833825.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -833825.062500 Penalty: 4439.978516
	Iteration 57Q: 3 clusters Score -833825.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -833825.937500 Penalty: 4439.978516
	Iteration 58Q: 3 clusters Score -833825.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -833826.937500 Penalty: 4439.978516
	Iteration 59Q: 3 clusters Score -833826.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -833826.437500 Penalty: 4439.978516
	Iteration 60F: 3 clusters Score -833826.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -833828.625000 Penalty: 4439.978516
	Iteration 61Q: 3 clusters Score -833828.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -833828.187500 Penalty: 4439.978516
	Iteration 62Q: 3 clusters Score -833828.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -833827.562500 Penalty: 4439.978516
	Iteration 63Q: 3 clusters Score -833827.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -833828.875000 Penalty: 4439.978516
	Iteration 64Q: 3 clusters Score -833828.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -833830.062500 Penalty: 4439.978516
	Iteration 65Q: 3 clusters Score -833830.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -833831.312500 Penalty: 4439.978516
	Iteration 66Q: 3 clusters Score -833831.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -833833.562500 Penalty: 4439.978516
	Iteration 67Q: 3 clusters Score -833833.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -833833.062500 Penalty: 4439.978516
	Iteration 68Q: 3 clusters Score -833833.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -833834.312500 Penalty: 4439.978516
	Iteration 69Q: 3 clusters Score -833834.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -833835.250000 Penalty: 4439.978516
	Iteration 70Q: 3 clusters Score -833835.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -833835.250000 Penalty: 4439.978516
	Iteration 71F: 3 clusters Score -833835.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Entering Unmasked Estep 
Score: -188866.937500 Penalty: 1869.678711
	Iteration 0F: 2 clusters Score -188866.9 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 874 members 
Entering Unmasked Estep 
Score: -186329.156250 Penalty: 3739.357422
	Iteration 0F: 3 clusters Score -186329.2 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -186837.718750 Penalty: 3739.357422
	Iteration 1F: 3 clusters Score -186837.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -186994.421875 Penalty: 3739.357422
	Iteration 2F: 3 clusters Score -186994.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -187117.796875 Penalty: 3739.357422
	Iteration 3F: 3 clusters Score -187117.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -187185.296875 Penalty: 3739.357422
	Iteration 4Q: 3 clusters Score -187185.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -187229.390625 Penalty: 3739.357422
	Iteration 5Q: 3 clusters Score -187229.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -187263.906250 Penalty: 3739.357422
	Iteration 6Q: 3 clusters Score -187263.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -187283.343750 Penalty: 3739.357422
	Iteration 7Q: 3 clusters Score -187283.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -187292.562500 Penalty: 3739.357422
	Iteration 8Q: 3 clusters Score -187292.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -187310.843750 Penalty: 3739.357422
	Iteration 9Q: 3 clusters Score -187310.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -187324.984375 Penalty: 3739.357422
	Iteration 10Q: 3 clusters Score -187325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -187342.000000 Penalty: 3739.357422
	Iteration 11Q: 3 clusters Score -187342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -187358.718750 Penalty: 3739.357422
	Iteration 12Q: 3 clusters Score -187358.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -187382.546875 Penalty: 3739.357422
	Iteration 13Q: 3 clusters Score -187382.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -187406.984375 Penalty: 3739.357422
	Iteration 14Q: 3 clusters Score -187407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -187421.734375 Penalty: 3739.357422
	Iteration 15Q: 3 clusters Score -187421.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -187437.843750 Penalty: 3739.357422
	Iteration 16Q: 3 clusters Score -187437.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -187456.140625 Penalty: 3739.357422
	Iteration 17Q: 3 clusters Score -187456.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -187461.296875 Penalty: 3739.357422
	Iteration 18Q: 3 clusters Score -187461.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -187466.859375 Penalty: 3739.357422
	Iteration 19Q: 3 clusters Score -187466.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -187474.718750 Penalty: 3739.357422
	Iteration 20F: 3 clusters Score -187474.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -187480.046875 Penalty: 3739.357422
	Iteration 21Q: 3 clusters Score -187480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -187487.218750 Penalty: 3739.357422
	Iteration 22Q: 3 clusters Score -187487.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -187493.250000 Penalty: 3739.357422
	Iteration 23Q: 3 clusters Score -187493.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -187495.828125 Penalty: 3739.357422
	Iteration 24Q: 3 clusters Score -187495.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -187496.937500 Penalty: 3739.357422
	Iteration 25Q: 3 clusters Score -187496.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -187499.453125 Penalty: 3739.357422
	Iteration 26Q: 3 clusters Score -187499.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -187501.312500 Penalty: 3739.357422
	Iteration 27Q: 3 clusters Score -187501.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -187502.234375 Penalty: 3739.357422
	Iteration 28Q: 3 clusters Score -187502.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -187502.234375 Penalty: 3739.357422
	Iteration 29F: 3 clusters Score -187502.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Entering Unmasked Estep 
Score: -401907.656250 Penalty: 2167.643066
	Iteration 0F: 2 clusters Score -401907.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -396760.875000 Penalty: 4335.286133
	Iteration 0F: 3 clusters Score -396760.9 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -398281.125000 Penalty: 4335.286133
	Iteration 1F: 3 clusters Score -398281.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -398749.968750 Penalty: 4335.286133
	Iteration 2F: 3 clusters Score -398750 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -399131.406250 Penalty: 4335.286133
	Iteration 3F: 3 clusters Score -399131.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -399430.656250 Penalty: 4335.286133
	Iteration 4F: 3 clusters Score -399430.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -399745.000000 Penalty: 4335.286133
	Iteration 5F: 3 clusters Score -399745 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -400077.312500 Penalty: 4335.286133
	Iteration 6F: 3 clusters Score -400077.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -400424.437500 Penalty: 4335.286133
	Iteration 7Q: 3 clusters Score -400424.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -400698.906250 Penalty: 4335.286133
	Iteration 8Q: 3 clusters Score -400698.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -400931.031250 Penalty: 4335.286133
	Iteration 9Q: 3 clusters Score -400931 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -401066.187500 Penalty: 4335.286133
	Iteration 10Q: 3 clusters Score -401066.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -401164.625000 Penalty: 4335.286133
	Iteration 11Q: 3 clusters Score -401164.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -401222.437500 Penalty: 4335.286133
	Iteration 12Q: 3 clusters Score -401222.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -401248.531250 Penalty: 4335.286133
	Iteration 13Q: 3 clusters Score -401248.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -401276.218750 Penalty: 4335.286133
	Iteration 14Q: 3 clusters Score -401276.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -401292.468750 Penalty: 4335.286133
	Iteration 15Q: 3 clusters Score -401292.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -401304.312500 Penalty: 4335.286133
	Iteration 16Q: 3 clusters Score -401304.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -401315.406250 Penalty: 4335.286133
	Iteration 17Q: 3 clusters Score -401315.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -401325.968750 Penalty: 4335.286133
	Iteration 18Q: 3 clusters Score -401326 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -401337.625000 Penalty: 4335.286133
	Iteration 19Q: 3 clusters Score -401337.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -401347.750000 Penalty: 4335.286133
	Iteration 20F: 3 clusters Score -401347.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -401355.156250 Penalty: 4335.286133
	Iteration 21Q: 3 clusters Score -401355.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -401364.656250 Penalty: 4335.286133
	Iteration 22Q: 3 clusters Score -401364.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -401375.312500 Penalty: 4335.286133
	Iteration 23Q: 3 clusters Score -401375.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -401383.718750 Penalty: 4335.286133
	Iteration 24Q: 3 clusters Score -401383.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -401393.250000 Penalty: 4335.286133
	Iteration 25Q: 3 clusters Score -401393.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -401400.375000 Penalty: 4335.286133
	Iteration 26Q: 3 clusters Score -401400.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -401409.031250 Penalty: 4335.286133
	Iteration 27Q: 3 clusters Score -401409 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -401414.843750 Penalty: 4335.286133
	Iteration 28Q: 3 clusters Score -401414.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -401417.406250 Penalty: 4335.286133
	Iteration 29Q: 3 clusters Score -401417.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -401418.031250 Penalty: 4335.286133
	Iteration 30Q: 3 clusters Score -401418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -401423.187500 Penalty: 4335.286133
	Iteration 31Q: 3 clusters Score -401423.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -401426.531250 Penalty: 4335.286133
	Iteration 32Q: 3 clusters Score -401426.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -401430.718750 Penalty: 4335.286133
	Iteration 33Q: 3 clusters Score -401430.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -401433.250000 Penalty: 4335.286133
	Iteration 34Q: 3 clusters Score -401433.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -401436.312500 Penalty: 4335.286133
	Iteration 35Q: 3 clusters Score -401436.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -401437.781250 Penalty: 4335.286133
	Iteration 36Q: 3 clusters Score -401437.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -401437.406250 Penalty: 4335.286133
	Iteration 37Q: 3 clusters Score -401437.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -401439.312500 Penalty: 4335.286133
	Iteration 38Q: 3 clusters Score -401439.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -401440.718750 Penalty: 4335.286133
	Iteration 39Q: 3 clusters Score -401440.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -401441.500000 Penalty: 4335.286133
	Iteration 40F: 3 clusters Score -401441.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -401441.187500 Penalty: 4335.286133
	Iteration 41Q: 3 clusters Score -401441.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -401441.125000 Penalty: 4335.286133
	Iteration 42Q: 3 clusters Score -401441.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -401441.125000 Penalty: 4335.286133
	Iteration 43F: 3 clusters Score -401441.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -70694.570312 Penalty: 1630.272583
	Iteration 0F: 2 clusters Score -70694.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -68960.500000 Penalty: 3260.545166
	Iteration 0F: 3 clusters Score -68960.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -69176.328125 Penalty: 3260.545166
	Iteration 1F: 3 clusters Score -69176.33 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -69255.875000 Penalty: 3260.545166
	Iteration 2F: 3 clusters Score -69255.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -69290.437500 Penalty: 3260.545166
	Iteration 3Q: 3 clusters Score -69290.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -69304.453125 Penalty: 3260.545166
	Iteration 4Q: 3 clusters Score -69304.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -69312.367188 Penalty: 3260.545166
	Iteration 5Q: 3 clusters Score -69312.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -69319.726562 Penalty: 3260.545166
	Iteration 6Q: 3 clusters Score -69319.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -69323.640625 Penalty: 3260.545166
	Iteration 7Q: 3 clusters Score -69323.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -69335.320312 Penalty: 3260.545166
	Iteration 8Q: 3 clusters Score -69335.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -69349.726562 Penalty: 3260.545166
	Iteration 9Q: 3 clusters Score -69349.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -69359.531250 Penalty: 3260.545166
	Iteration 10Q: 3 clusters Score -69359.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -69367.460938 Penalty: 3260.545166
	Iteration 11Q: 3 clusters Score -69367.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -69375.062500 Penalty: 3260.545166
	Iteration 12Q: 3 clusters Score -69375.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69379.289062 Penalty: 3260.545166
	Iteration 13Q: 3 clusters Score -69379.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69384.242188 Penalty: 3260.545166
	Iteration 14Q: 3 clusters Score -69384.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -69386.523438 Penalty: 3260.545166
	Iteration 15Q: 3 clusters Score -69386.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -69388.468750 Penalty: 3260.545166
	Iteration 16Q: 3 clusters Score -69388.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -69388.468750 Penalty: 3260.545166
	Iteration 17F: 3 clusters Score -69388.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (90184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90184 members 
Entering Unmasked Estep 
Score: -9835260.000000 Penalty: 2829.582520
	Iteration 0F: 2 clusters Score -9835260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 45564 members 
Entering Unmasked Estep 
Score: -9774840.000000 Penalty: 5659.165039
	Iteration 0F: 3 clusters Score -9774840 nChanged 42427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 50595 members 
Entering Unmasked Estep 
Score: -9799468.000000 Penalty: 5659.165039
	Iteration 1F: 3 clusters Score -9799468 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 53906 members 
Entering Unmasked Estep 
Score: -9801134.000000 Penalty: 5659.165039
	Iteration 2Q: 3 clusters Score -9801134 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 58805 members 
Entering Unmasked Estep 
Score: -9804093.000000 Penalty: 5659.165039
	Iteration 3F: 3 clusters Score -9804093 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 65638 members 
Entering Unmasked Estep 
Score: -9809264.000000 Penalty: 5659.165039
	Iteration 4F: 3 clusters Score -9809264 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 73903 members 
Entering Unmasked Estep 
Score: -9816917.000000 Penalty: 5659.165039
	Iteration 5F: 3 clusters Score -9816917 nChanged 7757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 81652 members 
Entering Unmasked Estep 
Score: -9824834.000000 Penalty: 5659.165039
	Iteration 6F: 3 clusters Score -9824834 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 86585 members 
Entering Unmasked Estep 
Score: -9829638.000000 Penalty: 5659.165039
	Iteration 7F: 3 clusters Score -9829638 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 88688 members 
Entering Unmasked Estep 
Score: -9831538.000000 Penalty: 5659.165039
	Iteration 8Q: 3 clusters Score -9831538 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 89435 members 
Entering Unmasked Estep 
Score: -9832235.000000 Penalty: 5659.165039
	Iteration 9Q: 3 clusters Score -9832235 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 89680 members 
Entering Unmasked Estep 
Score: -9832544.000000 Penalty: 5659.165039
	Iteration 10Q: 3 clusters Score -9832544 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 89769 members 
Entering Unmasked Estep 
Score: -9832671.000000 Penalty: 5659.165039
	Iteration 11Q: 3 clusters Score -9832671 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 89797 members 
Entering Unmasked Estep 
Score: -9832728.000000 Penalty: 5659.165039
	Iteration 12Q: 3 clusters Score -9832728 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 89808 members 
Entering Unmasked Estep 
Score: -9832737.000000 Penalty: 5659.165039
	Iteration 13Q: 3 clusters Score -9832737 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 89815 members 
Entering Unmasked Estep 
Score: -9832780.000000 Penalty: 5659.165039
	Iteration 14Q: 3 clusters Score -9832780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 89818 members 
Entering Unmasked Estep 
Score: -9832788.000000 Penalty: 5659.165039
	Iteration 15Q: 3 clusters Score -9832788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 89823 members 
Entering Unmasked Estep 
Score: -9832782.000000 Penalty: 5659.165039
	Iteration 16Q: 3 clusters Score -9832782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 89829 members 
Entering Unmasked Estep 
Score: -9832794.000000 Penalty: 5659.165039
	Iteration 17Q: 3 clusters Score -9832794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 89830 members 
Entering Unmasked Estep 
Score: -9832795.000000 Penalty: 5659.165039
	Iteration 18Q: 3 clusters Score -9832795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 89825 members 
Entering Unmasked Estep 
Score: -9832816.000000 Penalty: 5659.165039
	Iteration 19Q: 3 clusters Score -9832816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 89826 members 
Entering Unmasked Estep 
Score: -9832814.000000 Penalty: 5659.165039
	Iteration 20F: 3 clusters Score -9832814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 89825 members 
Entering Unmasked Estep 
Score: -9832815.000000 Penalty: 5659.165039
	Iteration 21Q: 3 clusters Score -9832815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 89827 members 
Entering Unmasked Estep 
Score: -9832819.000000 Penalty: 5659.165039
	Iteration 22Q: 3 clusters Score -9832819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 89826 members 
Entering Unmasked Estep 
Score: -9832823.000000 Penalty: 5659.165039
	Iteration 23Q: 3 clusters Score -9832823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 89827 members 
Entering Unmasked Estep 
Score: -9832825.000000 Penalty: 5659.165039
	Iteration 24Q: 3 clusters Score -9832825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 89827 members 
Entering Unmasked Estep 
Score: -9832829.000000 Penalty: 5659.165039
	Iteration 25Q: 3 clusters Score -9832829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 89826 members 
Entering Unmasked Estep 
Score: -9832830.000000 Penalty: 5659.165039
	Iteration 26Q: 3 clusters Score -9832830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 89825 members 
Entering Unmasked Estep 
Score: -9832831.000000 Penalty: 5659.165039
	Iteration 27Q: 3 clusters Score -9832831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 89825 members 
Entering Unmasked Estep 
Score: -9832831.000000 Penalty: 5659.165039
	Iteration 28F: 3 clusters Score -9832831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Entering Unmasked Estep 
Score: -852340.625000 Penalty: 2316.289307
	Iteration 0F: 2 clusters Score -852340.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -843797.000000 Penalty: 4632.578613
	Iteration 0F: 3 clusters Score -843797 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -846486.625000 Penalty: 4632.578613
	Iteration 1F: 3 clusters Score -846486.6 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -846992.312500 Penalty: 4632.578613
	Iteration 2F: 3 clusters Score -846992.3 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -847488.437500 Penalty: 4632.578613
	Iteration 3F: 3 clusters Score -847488.4 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -848012.062500 Penalty: 4632.578613
	Iteration 4F: 3 clusters Score -848012.1 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -848555.812500 Penalty: 4632.578613
	Iteration 5F: 3 clusters Score -848555.8 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -849070.875000 Penalty: 4632.578613
	Iteration 6F: 3 clusters Score -849070.9 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -849517.500000 Penalty: 4632.578613
	Iteration 7Q: 3 clusters Score -849517.5 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -849896.437500 Penalty: 4632.578613
	Iteration 8Q: 3 clusters Score -849896.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -850206.437500 Penalty: 4632.578613
	Iteration 9Q: 3 clusters Score -850206.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -850470.562500 Penalty: 4632.578613
	Iteration 10Q: 3 clusters Score -850470.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -850696.437500 Penalty: 4632.578613
	Iteration 11Q: 3 clusters Score -850696.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -850899.937500 Penalty: 4632.578613
	Iteration 12Q: 3 clusters Score -850899.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -851070.500000 Penalty: 4632.578613
	Iteration 13Q: 3 clusters Score -851070.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -851234.250000 Penalty: 4632.578613
	Iteration 14Q: 3 clusters Score -851234.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -851382.812500 Penalty: 4632.578613
	Iteration 15Q: 3 clusters Score -851382.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -851524.000000 Penalty: 4632.578613
	Iteration 16Q: 3 clusters Score -851524 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -851653.437500 Penalty: 4632.578613
	Iteration 17Q: 3 clusters Score -851653.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -851756.375000 Penalty: 4632.578613
	Iteration 18Q: 3 clusters Score -851756.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -851860.500000 Penalty: 4632.578613
	Iteration 19Q: 3 clusters Score -851860.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -851984.000000 Penalty: 4632.578613
	Iteration 20F: 3 clusters Score -851984 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -852130.250000 Penalty: 4632.578613
	Iteration 21Q: 3 clusters Score -852130.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -852300.375000 Penalty: 4632.578613
	Iteration 22Q: 3 clusters Score -852300.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -852481.500000 Penalty: 4632.578613
	Iteration 23Q: 3 clusters Score -852481.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -852599.750000 Penalty: 4632.578613
	Iteration 24Q: 3 clusters Score -852599.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -852662.687500 Penalty: 4632.578613
	Iteration 25Q: 3 clusters Score -852662.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -852690.437500 Penalty: 4632.578613
	Iteration 26Q: 3 clusters Score -852690.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -852704.062500 Penalty: 4632.578613
	Iteration 27Q: 3 clusters Score -852704.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -852711.312500 Penalty: 4632.578613
	Iteration 28Q: 3 clusters Score -852711.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -852714.375000 Penalty: 4632.578613
	Iteration 29Q: 3 clusters Score -852714.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -852717.937500 Penalty: 4632.578613
	Iteration 30Q: 3 clusters Score -852717.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -852722.187500 Penalty: 4632.578613
	Iteration 31Q: 3 clusters Score -852722.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -852721.750000 Penalty: 4632.578613
	Iteration 32Q: 3 clusters Score -852721.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -852723.062500 Penalty: 4632.578613
	Iteration 33Q: 3 clusters Score -852723.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -852722.875000 Penalty: 4632.578613
	Iteration 34Q: 3 clusters Score -852722.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -852724.812500 Penalty: 4632.578613
	Iteration 35Q: 3 clusters Score -852724.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -852725.312500 Penalty: 4632.578613
	Iteration 36Q: 3 clusters Score -852725.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -852726.187500 Penalty: 4632.578613
	Iteration 37Q: 3 clusters Score -852726.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -852726.187500 Penalty: 4632.578613
	Iteration 38F: 3 clusters Score -852726.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58205 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 6251 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 9233 members 
Mstep: Class 12 contains 31253 members 
Mstep: Class 13 contains 6722 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 10299 members 
Mstep: Class 16 contains 16281 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28750 members 
Mstep: Class 20 contains 10235 members 
Mstep: Class 21 contains 14428 members 
Mstep: Class 22 contains 10179 members 
Mstep: Class 23 contains 26977 members 
Mstep: Class 24 contains 12337 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 18189 members 
Mstep: Class 31 contains 16561 members 
Mstep: Class 32 contains 10413 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 20184 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8828 members 
Mstep: Class 40 contains 3301 members 
Mstep: Class 41 contains 16726 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7381 members 
Mstep: Class 45 contains 5287 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6029 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16166 members 
Mstep: Class 50 contains 14473 members 
Mstep: Class 51 contains 4632 members 
Mstep: Class 52 contains 3354 members 
Mstep: Class 53 contains 16658 members 
Mstep: Class 54 contains 13767 members 
Mstep: Class 55 contains 2150 members 
Entering Unmasked Estep 
Score: -64770664.000000 Penalty: 182530.078125
Splitting cluster 11 changes total score from -64771124.000000 to -64770664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (31253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Entering Unmasked Estep 
Score: -3382521.000000 Penalty: 2566.767822
	Iteration 0F: 2 clusters Score -3382521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -3361111.250000 Penalty: 5133.535645
	Iteration 0F: 3 clusters Score -3361111 nChanged 14165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -3368706.750000 Penalty: 5133.535645
	Iteration 1F: 3 clusters Score -3368707 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -3369265.000000 Penalty: 5133.535645
	Iteration 2F: 3 clusters Score -3369265 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -3369875.000000 Penalty: 5133.535645
	Iteration 3Q: 3 clusters Score -3369875 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -3370569.250000 Penalty: 5133.535645
	Iteration 4Q: 3 clusters Score -3370569 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -3371414.500000 Penalty: 5133.535645
	Iteration 5F: 3 clusters Score -3371414 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -3372456.500000 Penalty: 5133.535645
	Iteration 6F: 3 clusters Score -3372456 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -3373560.750000 Penalty: 5133.535645
	Iteration 7F: 3 clusters Score -3373561 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -3374554.000000 Penalty: 5133.535645
	Iteration 8F: 3 clusters Score -3374554 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -3375335.500000 Penalty: 5133.535645
	Iteration 9Q: 3 clusters Score -3375336 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -3375826.250000 Penalty: 5133.535645
	Iteration 10Q: 3 clusters Score -3375826 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -3376177.000000 Penalty: 5133.535645
	Iteration 11Q: 3 clusters Score -3376177 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -3376388.000000 Penalty: 5133.535645
	Iteration 12Q: 3 clusters Score -3376388 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -3376536.750000 Penalty: 5133.535645
	Iteration 13Q: 3 clusters Score -3376537 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -3376658.500000 Penalty: 5133.535645
	Iteration 14Q: 3 clusters Score -3376658 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -3376720.000000 Penalty: 5133.535645
	Iteration 15Q: 3 clusters Score -3376720 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -3376799.250000 Penalty: 5133.535645
	Iteration 16Q: 3 clusters Score -3376799 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -3376863.000000 Penalty: 5133.535645
	Iteration 17Q: 3 clusters Score -3376863 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -3376895.750000 Penalty: 5133.535645
	Iteration 18Q: 3 clusters Score -3376896 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -3376941.500000 Penalty: 5133.535645
	Iteration 19Q: 3 clusters Score -3376942 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -3376951.750000 Penalty: 5133.535645
	Iteration 20F: 3 clusters Score -3376952 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -3376989.250000 Penalty: 5133.535645
	Iteration 21Q: 3 clusters Score -3376989 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -3377026.750000 Penalty: 5133.535645
	Iteration 22Q: 3 clusters Score -3377027 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -3377051.250000 Penalty: 5133.535645
	Iteration 23Q: 3 clusters Score -3377051 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -3377067.750000 Penalty: 5133.535645
	Iteration 24Q: 3 clusters Score -3377068 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -3377076.750000 Penalty: 5133.535645
	Iteration 25Q: 3 clusters Score -3377077 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -3377088.250000 Penalty: 5133.535645
	Iteration 26Q: 3 clusters Score -3377088 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -3377106.750000 Penalty: 5133.535645
	Iteration 27Q: 3 clusters Score -3377107 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -3377113.000000 Penalty: 5133.535645
	Iteration 28Q: 3 clusters Score -3377113 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -3377126.500000 Penalty: 5133.535645
	Iteration 29Q: 3 clusters Score -3377126 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -3377140.000000 Penalty: 5133.535645
	Iteration 30Q: 3 clusters Score -3377140 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -3377137.500000 Penalty: 5133.535645
	Iteration 31Q: 3 clusters Score -3377138 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -3377153.500000 Penalty: 5133.535645
	Iteration 32Q: 3 clusters Score -3377154 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -3377168.500000 Penalty: 5133.535645
	Iteration 33Q: 3 clusters Score -3377168 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -3377193.500000 Penalty: 5133.535645
	Iteration 34Q: 3 clusters Score -3377194 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -3377209.500000 Penalty: 5133.535645
	Iteration 35Q: 3 clusters Score -3377210 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -3377210.500000 Penalty: 5133.535645
	Iteration 36Q: 3 clusters Score -3377210 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -3377223.250000 Penalty: 5133.535645
	Iteration 37Q: 3 clusters Score -3377223 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -3377226.000000 Penalty: 5133.535645
	Iteration 38Q: 3 clusters Score -3377226 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -3377240.250000 Penalty: 5133.535645
	Iteration 39Q: 3 clusters Score -3377240 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -3377240.000000 Penalty: 5133.535645
	Iteration 40F: 3 clusters Score -3377240 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -3377249.500000 Penalty: 5133.535645
	Iteration 41Q: 3 clusters Score -3377250 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -3377251.000000 Penalty: 5133.535645
	Iteration 42Q: 3 clusters Score -3377251 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -3377262.750000 Penalty: 5133.535645
	Iteration 43Q: 3 clusters Score -3377263 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -3377277.000000 Penalty: 5133.535645
	Iteration 44Q: 3 clusters Score -3377277 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -3377281.750000 Penalty: 5133.535645
	Iteration 45Q: 3 clusters Score -3377282 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -3377289.750000 Penalty: 5133.535645
	Iteration 46Q: 3 clusters Score -3377290 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -3377296.250000 Penalty: 5133.535645
	Iteration 47Q: 3 clusters Score -3377296 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -3377296.750000 Penalty: 5133.535645
	Iteration 48Q: 3 clusters Score -3377297 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -3377302.500000 Penalty: 5133.535645
	Iteration 49Q: 3 clusters Score -3377302 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -3377311.000000 Penalty: 5133.535645
	Iteration 50Q: 3 clusters Score -3377311 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -3377306.500000 Penalty: 5133.535645
	Iteration 51Q: 3 clusters Score -3377306 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -3377316.250000 Penalty: 5133.535645
	Iteration 52Q: 3 clusters Score -3377316 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -3377331.000000 Penalty: 5133.535645
	Iteration 53Q: 3 clusters Score -3377331 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -3377331.750000 Penalty: 5133.535645
	Iteration 54Q: 3 clusters Score -3377332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -3377339.000000 Penalty: 5133.535645
	Iteration 55Q: 3 clusters Score -3377339 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -3377327.500000 Penalty: 5133.535645
	Iteration 56Q: 3 clusters Score -3377328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -3377336.500000 Penalty: 5133.535645
	Iteration 57Q: 3 clusters Score -3377336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -3377334.750000 Penalty: 5133.535645
	Iteration 58Q: 3 clusters Score -3377335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -3377330.750000 Penalty: 5133.535645
	Iteration 59Q: 3 clusters Score -3377331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -3377331.000000 Penalty: 5133.535645
	Iteration 60F: 3 clusters Score -3377331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -3377330.750000 Penalty: 5133.535645
	Iteration 61Q: 3 clusters Score -3377331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -3377331.500000 Penalty: 5133.535645
	Iteration 62Q: 3 clusters Score -3377332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -3377331.250000 Penalty: 5133.535645
	Iteration 63Q: 3 clusters Score -3377331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -3377333.750000 Penalty: 5133.535645
	Iteration 64Q: 3 clusters Score -3377334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -3377333.750000 Penalty: 5133.535645
	Iteration 65F: 3 clusters Score -3377334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Entering Unmasked Estep 
Score: -645114.062500 Penalty: 2185.658936
	Iteration 0F: 2 clusters Score -645114.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -639536.062500 Penalty: 4371.317871
	Iteration 0F: 3 clusters Score -639536.1 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -641022.187500 Penalty: 4371.317871
	Iteration 1F: 3 clusters Score -641022.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -641361.000000 Penalty: 4371.317871
	Iteration 2F: 3 clusters Score -641361 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -641648.875000 Penalty: 4371.317871
	Iteration 3F: 3 clusters Score -641648.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -641897.312500 Penalty: 4371.317871
	Iteration 4F: 3 clusters Score -641897.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -642123.562500 Penalty: 4371.317871
	Iteration 5Q: 3 clusters Score -642123.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -642341.500000 Penalty: 4371.317871
	Iteration 6Q: 3 clusters Score -642341.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -642535.375000 Penalty: 4371.317871
	Iteration 7Q: 3 clusters Score -642535.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -642694.125000 Penalty: 4371.317871
	Iteration 8Q: 3 clusters Score -642694.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -642830.375000 Penalty: 4371.317871
	Iteration 9Q: 3 clusters Score -642830.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -642953.437500 Penalty: 4371.317871
	Iteration 10Q: 3 clusters Score -642953.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -643076.687500 Penalty: 4371.317871
	Iteration 11Q: 3 clusters Score -643076.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -643179.937500 Penalty: 4371.317871
	Iteration 12Q: 3 clusters Score -643179.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -643265.812500 Penalty: 4371.317871
	Iteration 13Q: 3 clusters Score -643265.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -643330.937500 Penalty: 4371.317871
	Iteration 14Q: 3 clusters Score -643330.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -643383.375000 Penalty: 4371.317871
	Iteration 15Q: 3 clusters Score -643383.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -643438.562500 Penalty: 4371.317871
	Iteration 16Q: 3 clusters Score -643438.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -643491.000000 Penalty: 4371.317871
	Iteration 17Q: 3 clusters Score -643491 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -643539.937500 Penalty: 4371.317871
	Iteration 18Q: 3 clusters Score -643539.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -643582.312500 Penalty: 4371.317871
	Iteration 19Q: 3 clusters Score -643582.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -643607.125000 Penalty: 4371.317871
	Iteration 20F: 3 clusters Score -643607.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -643624.250000 Penalty: 4371.317871
	Iteration 21Q: 3 clusters Score -643624.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -643637.062500 Penalty: 4371.317871
	Iteration 22Q: 3 clusters Score -643637.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -643643.687500 Penalty: 4371.317871
	Iteration 23Q: 3 clusters Score -643643.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -643649.375000 Penalty: 4371.317871
	Iteration 24Q: 3 clusters Score -643649.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -643651.687500 Penalty: 4371.317871
	Iteration 25Q: 3 clusters Score -643651.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -643654.875000 Penalty: 4371.317871
	Iteration 26Q: 3 clusters Score -643654.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -643657.750000 Penalty: 4371.317871
	Iteration 27Q: 3 clusters Score -643657.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -643660.562500 Penalty: 4371.317871
	Iteration 28Q: 3 clusters Score -643660.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -643661.125000 Penalty: 4371.317871
	Iteration 29Q: 3 clusters Score -643661.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -643660.875000 Penalty: 4371.317871
	Iteration 30Q: 3 clusters Score -643660.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -643662.562500 Penalty: 4371.317871
	Iteration 31Q: 3 clusters Score -643662.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -643664.687500 Penalty: 4371.317871
	Iteration 32Q: 3 clusters Score -643664.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -643665.937500 Penalty: 4371.317871
	Iteration 33Q: 3 clusters Score -643665.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -643664.000000 Penalty: 4371.317871
	Iteration 34Q: 3 clusters Score -643664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -643664.875000 Penalty: 4371.317871
	Iteration 35Q: 3 clusters Score -643664.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -643666.187500 Penalty: 4371.317871
	Iteration 36Q: 3 clusters Score -643666.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -643666.625000 Penalty: 4371.317871
	Iteration 37Q: 3 clusters Score -643666.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -643666.500000 Penalty: 4371.317871
	Iteration 38Q: 3 clusters Score -643666.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -643665.187500 Penalty: 4371.317871
	Iteration 39Q: 3 clusters Score -643665.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -643665.187500 Penalty: 4371.317871
	Iteration 40F: 3 clusters Score -643665.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Entering Unmasked Estep 
Score: -467979.781250 Penalty: 2092.929443
	Iteration 0F: 2 clusters Score -467979.8 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 2316 members 
Entering Unmasked Estep 
Score: -463679.437500 Penalty: 4185.858887
	Iteration 0F: 3 clusters Score -463679.4 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -464695.031250 Penalty: 4185.858887
	Iteration 1F: 3 clusters Score -464695 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -464930.875000 Penalty: 4185.858887
	Iteration 2F: 3 clusters Score -464930.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -465061.125000 Penalty: 4185.858887
	Iteration 3F: 3 clusters Score -465061.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -465145.718750 Penalty: 4185.858887
	Iteration 4Q: 3 clusters Score -465145.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -465220.062500 Penalty: 4185.858887
	Iteration 5Q: 3 clusters Score -465220.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -465289.343750 Penalty: 4185.858887
	Iteration 6Q: 3 clusters Score -465289.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -465337.843750 Penalty: 4185.858887
	Iteration 7Q: 3 clusters Score -465337.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -465378.093750 Penalty: 4185.858887
	Iteration 8Q: 3 clusters Score -465378.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -465421.843750 Penalty: 4185.858887
	Iteration 9Q: 3 clusters Score -465421.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -465470.531250 Penalty: 4185.858887
	Iteration 10Q: 3 clusters Score -465470.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -465515.812500 Penalty: 4185.858887
	Iteration 11Q: 3 clusters Score -465515.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -465562.531250 Penalty: 4185.858887
	Iteration 12Q: 3 clusters Score -465562.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -465610.250000 Penalty: 4185.858887
	Iteration 13Q: 3 clusters Score -465610.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -465670.218750 Penalty: 4185.858887
	Iteration 14Q: 3 clusters Score -465670.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -465732.250000 Penalty: 4185.858887
	Iteration 15Q: 3 clusters Score -465732.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -465800.093750 Penalty: 4185.858887
	Iteration 16Q: 3 clusters Score -465800.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -465864.375000 Penalty: 4185.858887
	Iteration 17Q: 3 clusters Score -465864.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -465919.875000 Penalty: 4185.858887
	Iteration 18Q: 3 clusters Score -465919.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -465975.593750 Penalty: 4185.858887
	Iteration 19Q: 3 clusters Score -465975.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -466030.656250 Penalty: 4185.858887
	Iteration 20F: 3 clusters Score -466030.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -466084.187500 Penalty: 4185.858887
	Iteration 21Q: 3 clusters Score -466084.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -466138.656250 Penalty: 4185.858887
	Iteration 22Q: 3 clusters Score -466138.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -466189.718750 Penalty: 4185.858887
	Iteration 23Q: 3 clusters Score -466189.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -466232.281250 Penalty: 4185.858887
	Iteration 24Q: 3 clusters Score -466232.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -466271.281250 Penalty: 4185.858887
	Iteration 25Q: 3 clusters Score -466271.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -466316.968750 Penalty: 4185.858887
	Iteration 26Q: 3 clusters Score -466317 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -466356.656250 Penalty: 4185.858887
	Iteration 27Q: 3 clusters Score -466356.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -466406.750000 Penalty: 4185.858887
	Iteration 28Q: 3 clusters Score -466406.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -466448.156250 Penalty: 4185.858887
	Iteration 29Q: 3 clusters Score -466448.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -466475.812500 Penalty: 4185.858887
	Iteration 30Q: 3 clusters Score -466475.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -466495.156250 Penalty: 4185.858887
	Iteration 31Q: 3 clusters Score -466495.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -466506.656250 Penalty: 4185.858887
	Iteration 32Q: 3 clusters Score -466506.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -466517.187500 Penalty: 4185.858887
	Iteration 33Q: 3 clusters Score -466517.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -466524.906250 Penalty: 4185.858887
	Iteration 34Q: 3 clusters Score -466524.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -466529.125000 Penalty: 4185.858887
	Iteration 35Q: 3 clusters Score -466529.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -466532.687500 Penalty: 4185.858887
	Iteration 36Q: 3 clusters Score -466532.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -466537.312500 Penalty: 4185.858887
	Iteration 37Q: 3 clusters Score -466537.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -466539.500000 Penalty: 4185.858887
	Iteration 38Q: 3 clusters Score -466539.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -466544.375000 Penalty: 4185.858887
	Iteration 39Q: 3 clusters Score -466544.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -466546.593750 Penalty: 4185.858887
	Iteration 40F: 3 clusters Score -466546.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -466549.750000 Penalty: 4185.858887
	Iteration 41Q: 3 clusters Score -466549.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -466554.062500 Penalty: 4185.858887
	Iteration 42Q: 3 clusters Score -466554.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -466559.125000 Penalty: 4185.858887
	Iteration 43Q: 3 clusters Score -466559.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -466563.750000 Penalty: 4185.858887
	Iteration 44Q: 3 clusters Score -466563.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -466567.125000 Penalty: 4185.858887
	Iteration 45Q: 3 clusters Score -466567.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -466571.000000 Penalty: 4185.858887
	Iteration 46Q: 3 clusters Score -466571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -466572.093750 Penalty: 4185.858887
	Iteration 47Q: 3 clusters Score -466572.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -466575.625000 Penalty: 4185.858887
	Iteration 48Q: 3 clusters Score -466575.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -466579.125000 Penalty: 4185.858887
	Iteration 49Q: 3 clusters Score -466579.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -466585.562500 Penalty: 4185.858887
	Iteration 50Q: 3 clusters Score -466585.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -466595.187500 Penalty: 4185.858887
	Iteration 51Q: 3 clusters Score -466595.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -466601.875000 Penalty: 4185.858887
	Iteration 52Q: 3 clusters Score -466601.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -466607.875000 Penalty: 4185.858887
	Iteration 53Q: 3 clusters Score -466607.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -466609.156250 Penalty: 4185.858887
	Iteration 54Q: 3 clusters Score -466609.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -466609.156250 Penalty: 4185.858887
	Iteration 55F: 3 clusters Score -466609.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Entering Unmasked Estep 
Score: -951494.687500 Penalty: 2291.470947
	Iteration 0F: 2 clusters Score -951494.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -943667.437500 Penalty: 4582.941895
	Iteration 0F: 3 clusters Score -943667.4 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -945985.812500 Penalty: 4582.941895
	Iteration 1F: 3 clusters Score -945985.8 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -946479.750000 Penalty: 4582.941895
	Iteration 2F: 3 clusters Score -946479.8 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -946897.500000 Penalty: 4582.941895
	Iteration 3F: 3 clusters Score -946897.5 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -947264.875000 Penalty: 4582.941895
	Iteration 4F: 3 clusters Score -947264.9 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -947666.062500 Penalty: 4582.941895
	Iteration 5F: 3 clusters Score -947666.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -947993.312500 Penalty: 4582.941895
	Iteration 6F: 3 clusters Score -947993.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -948253.062500 Penalty: 4582.941895
	Iteration 7Q: 3 clusters Score -948253.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -948505.562500 Penalty: 4582.941895
	Iteration 8Q: 3 clusters Score -948505.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -948753.687500 Penalty: 4582.941895
	Iteration 9Q: 3 clusters Score -948753.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -949003.312500 Penalty: 4582.941895
	Iteration 10Q: 3 clusters Score -949003.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -949223.687500 Penalty: 4582.941895
	Iteration 11Q: 3 clusters Score -949223.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -949356.312500 Penalty: 4582.941895
	Iteration 12Q: 3 clusters Score -949356.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -949459.937500 Penalty: 4582.941895
	Iteration 13Q: 3 clusters Score -949459.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -949538.062500 Penalty: 4582.941895
	Iteration 14Q: 3 clusters Score -949538.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -949593.500000 Penalty: 4582.941895
	Iteration 15Q: 3 clusters Score -949593.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -949637.562500 Penalty: 4582.941895
	Iteration 16Q: 3 clusters Score -949637.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -949669.625000 Penalty: 4582.941895
	Iteration 17Q: 3 clusters Score -949669.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -949705.062500 Penalty: 4582.941895
	Iteration 18Q: 3 clusters Score -949705.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -949724.125000 Penalty: 4582.941895
	Iteration 19Q: 3 clusters Score -949724.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -949737.437500 Penalty: 4582.941895
	Iteration 20F: 3 clusters Score -949737.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -949754.875000 Penalty: 4582.941895
	Iteration 21Q: 3 clusters Score -949754.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -949770.875000 Penalty: 4582.941895
	Iteration 22Q: 3 clusters Score -949770.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -949791.562500 Penalty: 4582.941895
	Iteration 23Q: 3 clusters Score -949791.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -949810.062500 Penalty: 4582.941895
	Iteration 24Q: 3 clusters Score -949810.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -949823.125000 Penalty: 4582.941895
	Iteration 25Q: 3 clusters Score -949823.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -949836.562500 Penalty: 4582.941895
	Iteration 26Q: 3 clusters Score -949836.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -949841.625000 Penalty: 4582.941895
	Iteration 27Q: 3 clusters Score -949841.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -949848.937500 Penalty: 4582.941895
	Iteration 28Q: 3 clusters Score -949848.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -949856.312500 Penalty: 4582.941895
	Iteration 29Q: 3 clusters Score -949856.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -949867.875000 Penalty: 4582.941895
	Iteration 30Q: 3 clusters Score -949867.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -949871.687500 Penalty: 4582.941895
	Iteration 31Q: 3 clusters Score -949871.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -949878.000000 Penalty: 4582.941895
	Iteration 32Q: 3 clusters Score -949878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -949885.937500 Penalty: 4582.941895
	Iteration 33Q: 3 clusters Score -949885.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -949891.250000 Penalty: 4582.941895
	Iteration 34Q: 3 clusters Score -949891.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -949896.937500 Penalty: 4582.941895
	Iteration 35Q: 3 clusters Score -949896.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -949904.625000 Penalty: 4582.941895
	Iteration 36Q: 3 clusters Score -949904.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -949912.687500 Penalty: 4582.941895
	Iteration 37Q: 3 clusters Score -949912.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -949914.562500 Penalty: 4582.941895
	Iteration 38Q: 3 clusters Score -949914.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -949921.125000 Penalty: 4582.941895
	Iteration 39Q: 3 clusters Score -949921.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -949923.500000 Penalty: 4582.941895
	Iteration 40F: 3 clusters Score -949923.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -949928.687500 Penalty: 4582.941895
	Iteration 41Q: 3 clusters Score -949928.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -949931.000000 Penalty: 4582.941895
	Iteration 42Q: 3 clusters Score -949931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -949930.312500 Penalty: 4582.941895
	Iteration 43Q: 3 clusters Score -949930.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -949931.937500 Penalty: 4582.941895
	Iteration 44Q: 3 clusters Score -949931.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -949933.937500 Penalty: 4582.941895
	Iteration 45Q: 3 clusters Score -949933.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -949936.000000 Penalty: 4582.941895
	Iteration 46Q: 3 clusters Score -949936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -949935.687500 Penalty: 4582.941895
	Iteration 47Q: 3 clusters Score -949935.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -949940.187500 Penalty: 4582.941895
	Iteration 48Q: 3 clusters Score -949940.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -949939.500000 Penalty: 4582.941895
	Iteration 49Q: 3 clusters Score -949939.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -949941.437500 Penalty: 4582.941895
	Iteration 50Q: 3 clusters Score -949941.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -949942.875000 Penalty: 4582.941895
	Iteration 51Q: 3 clusters Score -949942.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -949941.375000 Penalty: 4582.941895
	Iteration 52Q: 3 clusters Score -949941.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -949942.625000 Penalty: 4582.941895
	Iteration 53Q: 3 clusters Score -949942.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -949945.000000 Penalty: 4582.941895
	Iteration 54Q: 3 clusters Score -949945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -949948.437500 Penalty: 4582.941895
	Iteration 55Q: 3 clusters Score -949948.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -949949.062500 Penalty: 4582.941895
	Iteration 56Q: 3 clusters Score -949949.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -949950.250000 Penalty: 4582.941895
	Iteration 57Q: 3 clusters Score -949950.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -949951.937500 Penalty: 4582.941895
	Iteration 58Q: 3 clusters Score -949951.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -949957.687500 Penalty: 4582.941895
	Iteration 59Q: 3 clusters Score -949957.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -949963.187500 Penalty: 4582.941895
	Iteration 60F: 3 clusters Score -949963.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -949962.187500 Penalty: 4582.941895
	Iteration 61Q: 3 clusters Score -949962.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -949964.437500 Penalty: 4582.941895
	Iteration 62Q: 3 clusters Score -949964.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -949965.625000 Penalty: 4582.941895
	Iteration 63Q: 3 clusters Score -949965.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -949968.062500 Penalty: 4582.941895
	Iteration 64Q: 3 clusters Score -949968.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -949968.437500 Penalty: 4582.941895
	Iteration 65Q: 3 clusters Score -949968.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -949970.937500 Penalty: 4582.941895
	Iteration 66Q: 3 clusters Score -949970.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -949975.000000 Penalty: 4582.941895
	Iteration 67Q: 3 clusters Score -949975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -949977.125000 Penalty: 4582.941895
	Iteration 68Q: 3 clusters Score -949977.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -949978.187500 Penalty: 4582.941895
	Iteration 69Q: 3 clusters Score -949978.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -949980.187500 Penalty: 4582.941895
	Iteration 70Q: 3 clusters Score -949980.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -949986.125000 Penalty: 4582.941895
	Iteration 71Q: 3 clusters Score -949986.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -949987.187500 Penalty: 4582.941895
	Iteration 72Q: 3 clusters Score -949987.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -949989.687500 Penalty: 4582.941895
	Iteration 73Q: 3 clusters Score -949989.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -949994.125000 Penalty: 4582.941895
	Iteration 74Q: 3 clusters Score -949994.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -949995.250000 Penalty: 4582.941895
	Iteration 75Q: 3 clusters Score -949995.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -949995.437500 Penalty: 4582.941895
	Iteration 76Q: 3 clusters Score -949995.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -950001.125000 Penalty: 4582.941895
	Iteration 77Q: 3 clusters Score -950001.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -950001.375000 Penalty: 4582.941895
	Iteration 78Q: 3 clusters Score -950001.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -950003.812500 Penalty: 4582.941895
	Iteration 79Q: 3 clusters Score -950003.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -950005.312500 Penalty: 4582.941895
	Iteration 80F: 3 clusters Score -950005.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -950007.812500 Penalty: 4582.941895
	Iteration 81Q: 3 clusters Score -950007.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -950010.437500 Penalty: 4582.941895
	Iteration 82Q: 3 clusters Score -950010.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -950008.687500 Penalty: 4582.941895
	Iteration 83Q: 3 clusters Score -950008.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -950009.625000 Penalty: 4582.941895
	Iteration 84Q: 3 clusters Score -950009.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -950009.125000 Penalty: 4582.941895
	Iteration 85Q: 3 clusters Score -950009.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -950010.000000 Penalty: 4582.941895
	Iteration 86Q: 3 clusters Score -950010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -950010.000000 Penalty: 4582.941895
	Iteration 87F: 3 clusters Score -950010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Entering Unmasked Estep 
Score: -1544828.875000 Penalty: 2405.042969
	Iteration 0F: 2 clusters Score -1544829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1533153.875000 Penalty: 4810.085938
	Iteration 0F: 3 clusters Score -1533154 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1537575.625000 Penalty: 4810.085938
	Iteration 1F: 3 clusters Score -1537576 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1538590.750000 Penalty: 4810.085938
	Iteration 2F: 3 clusters Score -1538591 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1539495.125000 Penalty: 4810.085938
	Iteration 3F: 3 clusters Score -1539495 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1540239.875000 Penalty: 4810.085938
	Iteration 4F: 3 clusters Score -1540240 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1540798.625000 Penalty: 4810.085938
	Iteration 5F: 3 clusters Score -1540799 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1541269.875000 Penalty: 4810.085938
	Iteration 6Q: 3 clusters Score -1541270 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1541643.375000 Penalty: 4810.085938
	Iteration 7Q: 3 clusters Score -1541643 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1541970.250000 Penalty: 4810.085938
	Iteration 8Q: 3 clusters Score -1541970 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1542290.000000 Penalty: 4810.085938
	Iteration 9Q: 3 clusters Score -1542290 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1542524.125000 Penalty: 4810.085938
	Iteration 10Q: 3 clusters Score -1542524 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1542720.000000 Penalty: 4810.085938
	Iteration 11Q: 3 clusters Score -1542720 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1542858.375000 Penalty: 4810.085938
	Iteration 12Q: 3 clusters Score -1542858 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1542971.625000 Penalty: 4810.085938
	Iteration 13Q: 3 clusters Score -1542972 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1543095.000000 Penalty: 4810.085938
	Iteration 14Q: 3 clusters Score -1543095 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1543219.000000 Penalty: 4810.085938
	Iteration 15Q: 3 clusters Score -1543219 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1543315.750000 Penalty: 4810.085938
	Iteration 16Q: 3 clusters Score -1543316 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1543389.875000 Penalty: 4810.085938
	Iteration 17Q: 3 clusters Score -1543390 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1543427.000000 Penalty: 4810.085938
	Iteration 18Q: 3 clusters Score -1543427 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1543460.000000 Penalty: 4810.085938
	Iteration 19Q: 3 clusters Score -1543460 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1543480.625000 Penalty: 4810.085938
	Iteration 20F: 3 clusters Score -1543481 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1543508.000000 Penalty: 4810.085938
	Iteration 21Q: 3 clusters Score -1543508 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1543533.625000 Penalty: 4810.085938
	Iteration 22Q: 3 clusters Score -1543534 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1543566.375000 Penalty: 4810.085938
	Iteration 23Q: 3 clusters Score -1543566 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1543603.625000 Penalty: 4810.085938
	Iteration 24Q: 3 clusters Score -1543604 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1543623.625000 Penalty: 4810.085938
	Iteration 25Q: 3 clusters Score -1543624 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1543650.750000 Penalty: 4810.085938
	Iteration 26Q: 3 clusters Score -1543651 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1543670.375000 Penalty: 4810.085938
	Iteration 27Q: 3 clusters Score -1543670 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1543697.500000 Penalty: 4810.085938
	Iteration 28Q: 3 clusters Score -1543698 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1543720.250000 Penalty: 4810.085938
	Iteration 29Q: 3 clusters Score -1543720 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1543739.250000 Penalty: 4810.085938
	Iteration 30Q: 3 clusters Score -1543739 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1543762.000000 Penalty: 4810.085938
	Iteration 31Q: 3 clusters Score -1543762 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1543792.375000 Penalty: 4810.085938
	Iteration 32Q: 3 clusters Score -1543792 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1543821.000000 Penalty: 4810.085938
	Iteration 33Q: 3 clusters Score -1543821 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1543873.250000 Penalty: 4810.085938
	Iteration 34Q: 3 clusters Score -1543873 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1543913.250000 Penalty: 4810.085938
	Iteration 35Q: 3 clusters Score -1543913 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1543954.250000 Penalty: 4810.085938
	Iteration 36Q: 3 clusters Score -1543954 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1543985.125000 Penalty: 4810.085938
	Iteration 37Q: 3 clusters Score -1543985 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1544014.625000 Penalty: 4810.085938
	Iteration 38Q: 3 clusters Score -1544015 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1544032.250000 Penalty: 4810.085938
	Iteration 39Q: 3 clusters Score -1544032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1544040.875000 Penalty: 4810.085938
	Iteration 40F: 3 clusters Score -1544041 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1544048.625000 Penalty: 4810.085938
	Iteration 41Q: 3 clusters Score -1544049 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1544057.125000 Penalty: 4810.085938
	Iteration 42Q: 3 clusters Score -1544057 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1544072.625000 Penalty: 4810.085938
	Iteration 43Q: 3 clusters Score -1544073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1544076.500000 Penalty: 4810.085938
	Iteration 44Q: 3 clusters Score -1544076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1544083.875000 Penalty: 4810.085938
	Iteration 45Q: 3 clusters Score -1544084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1544088.875000 Penalty: 4810.085938
	Iteration 46Q: 3 clusters Score -1544089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1544091.000000 Penalty: 4810.085938
	Iteration 47Q: 3 clusters Score -1544091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1544096.875000 Penalty: 4810.085938
	Iteration 48Q: 3 clusters Score -1544097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1544095.875000 Penalty: 4810.085938
	Iteration 49Q: 3 clusters Score -1544096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1544095.000000 Penalty: 4810.085938
	Iteration 50Q: 3 clusters Score -1544095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1544097.000000 Penalty: 4810.085938
	Iteration 51Q: 3 clusters Score -1544097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1544098.875000 Penalty: 4810.085938
	Iteration 52Q: 3 clusters Score -1544099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1544101.500000 Penalty: 4810.085938
	Iteration 53Q: 3 clusters Score -1544102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1544101.000000 Penalty: 4810.085938
	Iteration 54Q: 3 clusters Score -1544101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1544100.875000 Penalty: 4810.085938
	Iteration 55Q: 3 clusters Score -1544101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1544100.875000 Penalty: 4810.085938
	Iteration 56F: 3 clusters Score -1544101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Entering Unmasked Estep 
Score: -527160.125000 Penalty: 2103.273926
	Iteration 0F: 2 clusters Score -527160.1 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 2463 members 
Entering Unmasked Estep 
Score: -522749.750000 Penalty: 4206.547852
	Iteration 0F: 3 clusters Score -522749.8 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -523876.250000 Penalty: 4206.547852
	Iteration 1F: 3 clusters Score -523876.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -524111.687500 Penalty: 4206.547852
	Iteration 2F: 3 clusters Score -524111.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -524237.375000 Penalty: 4206.547852
	Iteration 3F: 3 clusters Score -524237.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -524316.062500 Penalty: 4206.547852
	Iteration 4Q: 3 clusters Score -524316.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -524375.812500 Penalty: 4206.547852
	Iteration 5Q: 3 clusters Score -524375.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -524425.250000 Penalty: 4206.547852
	Iteration 6Q: 3 clusters Score -524425.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -524463.125000 Penalty: 4206.547852
	Iteration 7Q: 3 clusters Score -524463.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -524502.000000 Penalty: 4206.547852
	Iteration 8Q: 3 clusters Score -524502 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -524537.625000 Penalty: 4206.547852
	Iteration 9Q: 3 clusters Score -524537.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -524556.687500 Penalty: 4206.547852
	Iteration 10Q: 3 clusters Score -524556.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -524575.000000 Penalty: 4206.547852
	Iteration 11Q: 3 clusters Score -524575 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -524591.875000 Penalty: 4206.547852
	Iteration 12Q: 3 clusters Score -524591.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -524608.000000 Penalty: 4206.547852
	Iteration 13Q: 3 clusters Score -524608 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -524623.000000 Penalty: 4206.547852
	Iteration 14Q: 3 clusters Score -524623 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -524638.062500 Penalty: 4206.547852
	Iteration 15Q: 3 clusters Score -524638.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -524657.625000 Penalty: 4206.547852
	Iteration 16Q: 3 clusters Score -524657.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -524674.250000 Penalty: 4206.547852
	Iteration 17Q: 3 clusters Score -524674.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -524690.500000 Penalty: 4206.547852
	Iteration 18Q: 3 clusters Score -524690.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -524704.437500 Penalty: 4206.547852
	Iteration 19Q: 3 clusters Score -524704.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -524721.750000 Penalty: 4206.547852
	Iteration 20F: 3 clusters Score -524721.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -524740.125000 Penalty: 4206.547852
	Iteration 21Q: 3 clusters Score -524740.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -524753.687500 Penalty: 4206.547852
	Iteration 22Q: 3 clusters Score -524753.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -524765.250000 Penalty: 4206.547852
	Iteration 23Q: 3 clusters Score -524765.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -524774.750000 Penalty: 4206.547852
	Iteration 24Q: 3 clusters Score -524774.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -524783.937500 Penalty: 4206.547852
	Iteration 25Q: 3 clusters Score -524783.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -524794.500000 Penalty: 4206.547852
	Iteration 26Q: 3 clusters Score -524794.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -524803.625000 Penalty: 4206.547852
	Iteration 27Q: 3 clusters Score -524803.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -524811.562500 Penalty: 4206.547852
	Iteration 28Q: 3 clusters Score -524811.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -524819.562500 Penalty: 4206.547852
	Iteration 29Q: 3 clusters Score -524819.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -524827.937500 Penalty: 4206.547852
	Iteration 30Q: 3 clusters Score -524827.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -524834.437500 Penalty: 4206.547852
	Iteration 31Q: 3 clusters Score -524834.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -524839.437500 Penalty: 4206.547852
	Iteration 32Q: 3 clusters Score -524839.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -524846.812500 Penalty: 4206.547852
	Iteration 33Q: 3 clusters Score -524846.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -524851.500000 Penalty: 4206.547852
	Iteration 34Q: 3 clusters Score -524851.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -524856.250000 Penalty: 4206.547852
	Iteration 35Q: 3 clusters Score -524856.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -524861.000000 Penalty: 4206.547852
	Iteration 36Q: 3 clusters Score -524861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -524863.687500 Penalty: 4206.547852
	Iteration 37Q: 3 clusters Score -524863.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -524867.687500 Penalty: 4206.547852
	Iteration 38Q: 3 clusters Score -524867.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -524870.625000 Penalty: 4206.547852
	Iteration 39Q: 3 clusters Score -524870.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -524874.187500 Penalty: 4206.547852
	Iteration 40F: 3 clusters Score -524874.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -524876.625000 Penalty: 4206.547852
	Iteration 41Q: 3 clusters Score -524876.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -524877.875000 Penalty: 4206.547852
	Iteration 42Q: 3 clusters Score -524877.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -524883.250000 Penalty: 4206.547852
	Iteration 43Q: 3 clusters Score -524883.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -524889.250000 Penalty: 4206.547852
	Iteration 44Q: 3 clusters Score -524889.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -524893.437500 Penalty: 4206.547852
	Iteration 45Q: 3 clusters Score -524893.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -524895.812500 Penalty: 4206.547852
	Iteration 46Q: 3 clusters Score -524895.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -524900.562500 Penalty: 4206.547852
	Iteration 47Q: 3 clusters Score -524900.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -524900.812500 Penalty: 4206.547852
	Iteration 48Q: 3 clusters Score -524900.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -524902.000000 Penalty: 4206.547852
	Iteration 49Q: 3 clusters Score -524902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -524905.625000 Penalty: 4206.547852
	Iteration 50Q: 3 clusters Score -524905.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -524909.562500 Penalty: 4206.547852
	Iteration 51Q: 3 clusters Score -524909.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -524916.562500 Penalty: 4206.547852
	Iteration 52Q: 3 clusters Score -524916.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -524919.875000 Penalty: 4206.547852
	Iteration 53Q: 3 clusters Score -524919.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -524925.250000 Penalty: 4206.547852
	Iteration 54Q: 3 clusters Score -524925.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -524931.437500 Penalty: 4206.547852
	Iteration 55Q: 3 clusters Score -524931.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -524938.562500 Penalty: 4206.547852
	Iteration 56Q: 3 clusters Score -524938.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -524946.812500 Penalty: 4206.547852
	Iteration 57Q: 3 clusters Score -524946.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -524954.562500 Penalty: 4206.547852
	Iteration 58Q: 3 clusters Score -524954.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -524963.562500 Penalty: 4206.547852
	Iteration 59Q: 3 clusters Score -524963.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -524970.625000 Penalty: 4206.547852
	Iteration 60F: 3 clusters Score -524970.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -524979.062500 Penalty: 4206.547852
	Iteration 61Q: 3 clusters Score -524979.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -524988.750000 Penalty: 4206.547852
	Iteration 62Q: 3 clusters Score -524988.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -524994.937500 Penalty: 4206.547852
	Iteration 63Q: 3 clusters Score -524994.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -525001.062500 Penalty: 4206.547852
	Iteration 64Q: 3 clusters Score -525001.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -525007.687500 Penalty: 4206.547852
	Iteration 65Q: 3 clusters Score -525007.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -525014.562500 Penalty: 4206.547852
	Iteration 66Q: 3 clusters Score -525014.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -525022.187500 Penalty: 4206.547852
	Iteration 67Q: 3 clusters Score -525022.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -525029.812500 Penalty: 4206.547852
	Iteration 68Q: 3 clusters Score -525029.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -525038.500000 Penalty: 4206.547852
	Iteration 69Q: 3 clusters Score -525038.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -525046.500000 Penalty: 4206.547852
	Iteration 70Q: 3 clusters Score -525046.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -525056.250000 Penalty: 4206.547852
	Iteration 71Q: 3 clusters Score -525056.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -525063.312500 Penalty: 4206.547852
	Iteration 72Q: 3 clusters Score -525063.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -525068.812500 Penalty: 4206.547852
	Iteration 73Q: 3 clusters Score -525068.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -525071.750000 Penalty: 4206.547852
	Iteration 74Q: 3 clusters Score -525071.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -525078.000000 Penalty: 4206.547852
	Iteration 75Q: 3 clusters Score -525078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -525082.750000 Penalty: 4206.547852
	Iteration 76Q: 3 clusters Score -525082.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -525086.312500 Penalty: 4206.547852
	Iteration 77Q: 3 clusters Score -525086.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -525087.625000 Penalty: 4206.547852
	Iteration 78Q: 3 clusters Score -525087.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -525091.812500 Penalty: 4206.547852
	Iteration 79Q: 3 clusters Score -525091.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -525093.312500 Penalty: 4206.547852
	Iteration 80F: 3 clusters Score -525093.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -525094.937500 Penalty: 4206.547852
	Iteration 81Q: 3 clusters Score -525094.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -525095.625000 Penalty: 4206.547852
	Iteration 82Q: 3 clusters Score -525095.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -525096.062500 Penalty: 4206.547852
	Iteration 83Q: 3 clusters Score -525096.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -525096.062500 Penalty: 4206.547852
	Iteration 84F: 3 clusters Score -525096.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Entering Unmasked Estep 
Score: -92181.156250 Penalty: 1691.904907
	Iteration 0F: 2 clusters Score -92181.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -90346.546875 Penalty: 3383.809814
	Iteration 0F: 3 clusters Score -90346.55 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -90654.304688 Penalty: 3383.809814
	Iteration 1F: 3 clusters Score -90654.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -90755.648438 Penalty: 3383.809814
	Iteration 2F: 3 clusters Score -90755.65 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -90787.757812 Penalty: 3383.809814
	Iteration 3Q: 3 clusters Score -90787.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -90801.648438 Penalty: 3383.809814
	Iteration 4Q: 3 clusters Score -90801.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -90809.742188 Penalty: 3383.809814
	Iteration 5Q: 3 clusters Score -90809.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -90816.718750 Penalty: 3383.809814
	Iteration 6Q: 3 clusters Score -90816.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -90824.429688 Penalty: 3383.809814
	Iteration 7Q: 3 clusters Score -90824.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -90828.515625 Penalty: 3383.809814
	Iteration 8Q: 3 clusters Score -90828.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -90832.023438 Penalty: 3383.809814
	Iteration 9Q: 3 clusters Score -90832.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -90836.500000 Penalty: 3383.809814
	Iteration 10Q: 3 clusters Score -90836.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -90839.023438 Penalty: 3383.809814
	Iteration 11Q: 3 clusters Score -90839.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -90839.421875 Penalty: 3383.809814
	Iteration 12Q: 3 clusters Score -90839.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -90839.421875 Penalty: 3383.809814
	Iteration 13F: 3 clusters Score -90839.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Entering Unmasked Estep 
Score: -3153743.500000 Penalty: 2546.065430
	Iteration 0F: 2 clusters Score -3153744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -3133904.500000 Penalty: 5092.130859
	Iteration 0F: 3 clusters Score -3133904 nChanged 13039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -3141007.500000 Penalty: 5092.130859
	Iteration 1F: 3 clusters Score -3141008 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -3141532.000000 Penalty: 5092.130859
	Iteration 2F: 3 clusters Score -3141532 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -3142036.250000 Penalty: 5092.130859
	Iteration 3Q: 3 clusters Score -3142036 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -3142539.500000 Penalty: 5092.130859
	Iteration 4Q: 3 clusters Score -3142540 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -3143013.750000 Penalty: 5092.130859
	Iteration 5Q: 3 clusters Score -3143014 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -3143529.500000 Penalty: 5092.130859
	Iteration 6Q: 3 clusters Score -3143530 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -3144106.000000 Penalty: 5092.130859
	Iteration 7Q: 3 clusters Score -3144106 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -3144780.250000 Penalty: 5092.130859
	Iteration 8Q: 3 clusters Score -3144780 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -3145465.500000 Penalty: 5092.130859
	Iteration 9Q: 3 clusters Score -3145466 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -3146206.500000 Penalty: 5092.130859
	Iteration 10Q: 3 clusters Score -3146206 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -3147032.500000 Penalty: 5092.130859
	Iteration 11Q: 3 clusters Score -3147032 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -3147839.500000 Penalty: 5092.130859
	Iteration 12Q: 3 clusters Score -3147840 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -3148554.000000 Penalty: 5092.130859
	Iteration 13Q: 3 clusters Score -3148554 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -3149110.750000 Penalty: 5092.130859
	Iteration 14Q: 3 clusters Score -3149111 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -3149532.500000 Penalty: 5092.130859
	Iteration 15Q: 3 clusters Score -3149532 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -3149834.250000 Penalty: 5092.130859
	Iteration 16Q: 3 clusters Score -3149834 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3150096.000000 Penalty: 5092.130859
	Iteration 17Q: 3 clusters Score -3150096 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3150305.750000 Penalty: 5092.130859
	Iteration 18Q: 3 clusters Score -3150306 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3150506.500000 Penalty: 5092.130859
	Iteration 19Q: 3 clusters Score -3150506 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3150684.500000 Penalty: 5092.130859
	Iteration 20F: 3 clusters Score -3150684 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3150834.250000 Penalty: 5092.130859
	Iteration 21Q: 3 clusters Score -3150834 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3150942.750000 Penalty: 5092.130859
	Iteration 22Q: 3 clusters Score -3150943 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3151049.000000 Penalty: 5092.130859
	Iteration 23Q: 3 clusters Score -3151049 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3151144.250000 Penalty: 5092.130859
	Iteration 24Q: 3 clusters Score -3151144 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3151224.250000 Penalty: 5092.130859
	Iteration 25Q: 3 clusters Score -3151224 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3151298.250000 Penalty: 5092.130859
	Iteration 26Q: 3 clusters Score -3151298 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3151343.750000 Penalty: 5092.130859
	Iteration 27Q: 3 clusters Score -3151344 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3151373.750000 Penalty: 5092.130859
	Iteration 28Q: 3 clusters Score -3151374 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3151405.750000 Penalty: 5092.130859
	Iteration 29Q: 3 clusters Score -3151406 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3151425.500000 Penalty: 5092.130859
	Iteration 30Q: 3 clusters Score -3151426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3151446.250000 Penalty: 5092.130859
	Iteration 31Q: 3 clusters Score -3151446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3151461.000000 Penalty: 5092.130859
	Iteration 32Q: 3 clusters Score -3151461 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3151484.500000 Penalty: 5092.130859
	Iteration 33Q: 3 clusters Score -3151484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3151493.750000 Penalty: 5092.130859
	Iteration 34Q: 3 clusters Score -3151494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3151506.250000 Penalty: 5092.130859
	Iteration 35Q: 3 clusters Score -3151506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3151514.750000 Penalty: 5092.130859
	Iteration 36Q: 3 clusters Score -3151515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3151525.500000 Penalty: 5092.130859
	Iteration 37Q: 3 clusters Score -3151526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3151521.250000 Penalty: 5092.130859
	Iteration 38Q: 3 clusters Score -3151521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3151527.750000 Penalty: 5092.130859
	Iteration 39Q: 3 clusters Score -3151528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3151523.250000 Penalty: 5092.130859
	Iteration 40F: 3 clusters Score -3151523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Entering Unmasked Estep 
Score: -1097315.500000 Penalty: 2289.924805
	Iteration 0F: 2 clusters Score -1097316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1089464.625000 Penalty: 4579.849609
	Iteration 0F: 3 clusters Score -1089465 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1091840.250000 Penalty: 4579.849609
	Iteration 1F: 3 clusters Score -1091840 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1092266.375000 Penalty: 4579.849609
	Iteration 2F: 3 clusters Score -1092266 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1092600.625000 Penalty: 4579.849609
	Iteration 3F: 3 clusters Score -1092601 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1092951.500000 Penalty: 4579.849609
	Iteration 4F: 3 clusters Score -1092952 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1093334.875000 Penalty: 4579.849609
	Iteration 5F: 3 clusters Score -1093335 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1093784.250000 Penalty: 4579.849609
	Iteration 6F: 3 clusters Score -1093784 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1094295.250000 Penalty: 4579.849609
	Iteration 7F: 3 clusters Score -1094295 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1094781.875000 Penalty: 4579.849609
	Iteration 8F: 3 clusters Score -1094782 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1095167.000000 Penalty: 4579.849609
	Iteration 9Q: 3 clusters Score -1095167 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1095472.875000 Penalty: 4579.849609
	Iteration 10Q: 3 clusters Score -1095473 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1095733.375000 Penalty: 4579.849609
	Iteration 11Q: 3 clusters Score -1095733 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1095956.500000 Penalty: 4579.849609
	Iteration 12Q: 3 clusters Score -1095956 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1096154.500000 Penalty: 4579.849609
	Iteration 13Q: 3 clusters Score -1096154 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1096325.375000 Penalty: 4579.849609
	Iteration 14Q: 3 clusters Score -1096325 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1096489.000000 Penalty: 4579.849609
	Iteration 15Q: 3 clusters Score -1096489 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1096621.375000 Penalty: 4579.849609
	Iteration 16Q: 3 clusters Score -1096621 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1096725.125000 Penalty: 4579.849609
	Iteration 17Q: 3 clusters Score -1096725 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1096793.875000 Penalty: 4579.849609
	Iteration 18Q: 3 clusters Score -1096794 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1096851.375000 Penalty: 4579.849609
	Iteration 19Q: 3 clusters Score -1096851 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1096901.000000 Penalty: 4579.849609
	Iteration 20F: 3 clusters Score -1096901 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1096949.250000 Penalty: 4579.849609
	Iteration 21Q: 3 clusters Score -1096949 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1096997.875000 Penalty: 4579.849609
	Iteration 22Q: 3 clusters Score -1096998 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1097040.500000 Penalty: 4579.849609
	Iteration 23Q: 3 clusters Score -1097040 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1097070.000000 Penalty: 4579.849609
	Iteration 24Q: 3 clusters Score -1097070 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1097091.500000 Penalty: 4579.849609
	Iteration 25Q: 3 clusters Score -1097092 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1097110.125000 Penalty: 4579.849609
	Iteration 26Q: 3 clusters Score -1097110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1097121.375000 Penalty: 4579.849609
	Iteration 27Q: 3 clusters Score -1097121 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1097130.500000 Penalty: 4579.849609
	Iteration 28Q: 3 clusters Score -1097130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1097135.500000 Penalty: 4579.849609
	Iteration 29Q: 3 clusters Score -1097136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1097137.000000 Penalty: 4579.849609
	Iteration 30Q: 3 clusters Score -1097137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1097142.250000 Penalty: 4579.849609
	Iteration 31Q: 3 clusters Score -1097142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1097142.375000 Penalty: 4579.849609
	Iteration 32Q: 3 clusters Score -1097142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1097144.500000 Penalty: 4579.849609
	Iteration 33Q: 3 clusters Score -1097144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1097144.625000 Penalty: 4579.849609
	Iteration 34Q: 3 clusters Score -1097145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1097147.000000 Penalty: 4579.849609
	Iteration 35Q: 3 clusters Score -1097147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1097144.250000 Penalty: 4579.849609
	Iteration 36Q: 3 clusters Score -1097144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1097143.750000 Penalty: 4579.849609
	Iteration 37Q: 3 clusters Score -1097144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1097143.750000 Penalty: 4579.849609
	Iteration 38F: 3 clusters Score -1097144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Entering Unmasked Estep 
Score: -1549672.250000 Penalty: 2375.077637
	Iteration 0F: 2 clusters Score -1549672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1539125.000000 Penalty: 4750.155273
	Iteration 0F: 3 clusters Score -1539125 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1542349.125000 Penalty: 4750.155273
	Iteration 1F: 3 clusters Score -1542349 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1542733.250000 Penalty: 4750.155273
	Iteration 2F: 3 clusters Score -1542733 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1543096.500000 Penalty: 4750.155273
	Iteration 3F: 3 clusters Score -1543096 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1543495.500000 Penalty: 4750.155273
	Iteration 4Q: 3 clusters Score -1543496 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1543961.625000 Penalty: 4750.155273
	Iteration 5F: 3 clusters Score -1543962 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1544521.625000 Penalty: 4750.155273
	Iteration 6F: 3 clusters Score -1544522 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1545187.375000 Penalty: 4750.155273
	Iteration 7F: 3 clusters Score -1545187 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1545906.375000 Penalty: 4750.155273
	Iteration 8F: 3 clusters Score -1545906 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1546624.375000 Penalty: 4750.155273
	Iteration 9Q: 3 clusters Score -1546624 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1547193.875000 Penalty: 4750.155273
	Iteration 10Q: 3 clusters Score -1547194 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1547601.250000 Penalty: 4750.155273
	Iteration 11Q: 3 clusters Score -1547601 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1547864.000000 Penalty: 4750.155273
	Iteration 12Q: 3 clusters Score -1547864 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1548059.875000 Penalty: 4750.155273
	Iteration 13Q: 3 clusters Score -1548060 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1548176.375000 Penalty: 4750.155273
	Iteration 14Q: 3 clusters Score -1548176 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1548269.750000 Penalty: 4750.155273
	Iteration 15Q: 3 clusters Score -1548270 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -1548342.250000 Penalty: 4750.155273
	Iteration 16Q: 3 clusters Score -1548342 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1548373.250000 Penalty: 4750.155273
	Iteration 17Q: 3 clusters Score -1548373 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1548390.375000 Penalty: 4750.155273
	Iteration 18Q: 3 clusters Score -1548390 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1548404.125000 Penalty: 4750.155273
	Iteration 19Q: 3 clusters Score -1548404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1548410.625000 Penalty: 4750.155273
	Iteration 20F: 3 clusters Score -1548411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1548422.500000 Penalty: 4750.155273
	Iteration 21Q: 3 clusters Score -1548422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1548427.875000 Penalty: 4750.155273
	Iteration 22Q: 3 clusters Score -1548428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1548432.875000 Penalty: 4750.155273
	Iteration 23Q: 3 clusters Score -1548433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1548437.125000 Penalty: 4750.155273
	Iteration 24Q: 3 clusters Score -1548437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1548436.500000 Penalty: 4750.155273
	Iteration 25Q: 3 clusters Score -1548436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1548439.500000 Penalty: 4750.155273
	Iteration 26Q: 3 clusters Score -1548440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1548440.875000 Penalty: 4750.155273
	Iteration 27Q: 3 clusters Score -1548441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1548441.875000 Penalty: 4750.155273
	Iteration 28Q: 3 clusters Score -1548442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1548442.375000 Penalty: 4750.155273
	Iteration 29Q: 3 clusters Score -1548442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1548444.625000 Penalty: 4750.155273
	Iteration 30Q: 3 clusters Score -1548445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1548444.250000 Penalty: 4750.155273
	Iteration 31Q: 3 clusters Score -1548444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1548444.250000 Penalty: 4750.155273
	Iteration 32F: 3 clusters Score -1548444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Entering Unmasked Estep 
Score: -1011561.437500 Penalty: 2288.564209
	Iteration 0F: 2 clusters Score -1011561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1003706.312500 Penalty: 4577.128418
	Iteration 0F: 3 clusters Score -1003706 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1006042.687500 Penalty: 4577.128418
	Iteration 1F: 3 clusters Score -1006043 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1006460.312500 Penalty: 4577.128418
	Iteration 2F: 3 clusters Score -1006460 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1006806.625000 Penalty: 4577.128418
	Iteration 3F: 3 clusters Score -1006807 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1007128.312500 Penalty: 4577.128418
	Iteration 4F: 3 clusters Score -1007128 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1007424.500000 Penalty: 4577.128418
	Iteration 5Q: 3 clusters Score -1007424 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1007666.750000 Penalty: 4577.128418
	Iteration 6Q: 3 clusters Score -1007667 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1007870.937500 Penalty: 4577.128418
	Iteration 7Q: 3 clusters Score -1007871 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1008024.875000 Penalty: 4577.128418
	Iteration 8Q: 3 clusters Score -1008025 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1008142.437500 Penalty: 4577.128418
	Iteration 9Q: 3 clusters Score -1008142 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1008258.312500 Penalty: 4577.128418
	Iteration 10Q: 3 clusters Score -1008258 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1008382.687500 Penalty: 4577.128418
	Iteration 11Q: 3 clusters Score -1008383 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1008497.562500 Penalty: 4577.128418
	Iteration 12Q: 3 clusters Score -1008498 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1008604.250000 Penalty: 4577.128418
	Iteration 13Q: 3 clusters Score -1008604 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1008692.750000 Penalty: 4577.128418
	Iteration 14Q: 3 clusters Score -1008693 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1008772.750000 Penalty: 4577.128418
	Iteration 15Q: 3 clusters Score -1008773 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1008846.187500 Penalty: 4577.128418
	Iteration 16Q: 3 clusters Score -1008846 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1008899.250000 Penalty: 4577.128418
	Iteration 17Q: 3 clusters Score -1008899 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1008950.812500 Penalty: 4577.128418
	Iteration 18Q: 3 clusters Score -1008951 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1008992.312500 Penalty: 4577.128418
	Iteration 19Q: 3 clusters Score -1008992 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1009029.437500 Penalty: 4577.128418
	Iteration 20F: 3 clusters Score -1009029 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1009064.000000 Penalty: 4577.128418
	Iteration 21Q: 3 clusters Score -1009064 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1009097.500000 Penalty: 4577.128418
	Iteration 22Q: 3 clusters Score -1009098 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1009133.625000 Penalty: 4577.128418
	Iteration 23Q: 3 clusters Score -1009134 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1009162.187500 Penalty: 4577.128418
	Iteration 24Q: 3 clusters Score -1009162 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1009190.375000 Penalty: 4577.128418
	Iteration 25Q: 3 clusters Score -1009190 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1009214.062500 Penalty: 4577.128418
	Iteration 26Q: 3 clusters Score -1009214 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1009229.312500 Penalty: 4577.128418
	Iteration 27Q: 3 clusters Score -1009229 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1009254.437500 Penalty: 4577.128418
	Iteration 28Q: 3 clusters Score -1009254 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1009279.687500 Penalty: 4577.128418
	Iteration 29Q: 3 clusters Score -1009280 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1009299.750000 Penalty: 4577.128418
	Iteration 30Q: 3 clusters Score -1009300 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1009328.625000 Penalty: 4577.128418
	Iteration 31Q: 3 clusters Score -1009329 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1009354.875000 Penalty: 4577.128418
	Iteration 32Q: 3 clusters Score -1009355 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1009384.375000 Penalty: 4577.128418
	Iteration 33Q: 3 clusters Score -1009384 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1009413.687500 Penalty: 4577.128418
	Iteration 34Q: 3 clusters Score -1009414 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1009436.250000 Penalty: 4577.128418
	Iteration 35Q: 3 clusters Score -1009436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1009454.000000 Penalty: 4577.128418
	Iteration 36Q: 3 clusters Score -1009454 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1009474.125000 Penalty: 4577.128418
	Iteration 37Q: 3 clusters Score -1009474 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1009498.375000 Penalty: 4577.128418
	Iteration 38Q: 3 clusters Score -1009498 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1009518.312500 Penalty: 4577.128418
	Iteration 39Q: 3 clusters Score -1009518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1009528.312500 Penalty: 4577.128418
	Iteration 40F: 3 clusters Score -1009528 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1009543.187500 Penalty: 4577.128418
	Iteration 41Q: 3 clusters Score -1009543 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1009559.187500 Penalty: 4577.128418
	Iteration 42Q: 3 clusters Score -1009559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1009573.812500 Penalty: 4577.128418
	Iteration 43Q: 3 clusters Score -1009574 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1009586.000000 Penalty: 4577.128418
	Iteration 44Q: 3 clusters Score -1009586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1009600.687500 Penalty: 4577.128418
	Iteration 45Q: 3 clusters Score -1009601 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1009614.187500 Penalty: 4577.128418
	Iteration 46Q: 3 clusters Score -1009614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1009630.687500 Penalty: 4577.128418
	Iteration 47Q: 3 clusters Score -1009631 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1009648.375000 Penalty: 4577.128418
	Iteration 48Q: 3 clusters Score -1009648 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1009663.937500 Penalty: 4577.128418
	Iteration 49Q: 3 clusters Score -1009664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1009674.062500 Penalty: 4577.128418
	Iteration 50Q: 3 clusters Score -1009674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1009692.687500 Penalty: 4577.128418
	Iteration 51Q: 3 clusters Score -1009693 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1009707.375000 Penalty: 4577.128418
	Iteration 52Q: 3 clusters Score -1009707 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1009726.562500 Penalty: 4577.128418
	Iteration 53Q: 3 clusters Score -1009727 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1009741.375000 Penalty: 4577.128418
	Iteration 54Q: 3 clusters Score -1009741 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1009753.187500 Penalty: 4577.128418
	Iteration 55Q: 3 clusters Score -1009753 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1009766.937500 Penalty: 4577.128418
	Iteration 56Q: 3 clusters Score -1009767 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1009780.687500 Penalty: 4577.128418
	Iteration 57Q: 3 clusters Score -1009781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1009786.125000 Penalty: 4577.128418
	Iteration 58Q: 3 clusters Score -1009786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1009788.500000 Penalty: 4577.128418
	Iteration 59Q: 3 clusters Score -1009788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1009794.000000 Penalty: 4577.128418
	Iteration 60F: 3 clusters Score -1009794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1009797.875000 Penalty: 4577.128418
	Iteration 61Q: 3 clusters Score -1009798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1009800.937500 Penalty: 4577.128418
	Iteration 62Q: 3 clusters Score -1009801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1009804.000000 Penalty: 4577.128418
	Iteration 63Q: 3 clusters Score -1009804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1009805.312500 Penalty: 4577.128418
	Iteration 64Q: 3 clusters Score -1009805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1009811.062500 Penalty: 4577.128418
	Iteration 65Q: 3 clusters Score -1009811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1009815.062500 Penalty: 4577.128418
	Iteration 66Q: 3 clusters Score -1009815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1009814.187500 Penalty: 4577.128418
	Iteration 67Q: 3 clusters Score -1009814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1009816.312500 Penalty: 4577.128418
	Iteration 68Q: 3 clusters Score -1009816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1009820.562500 Penalty: 4577.128418
	Iteration 69Q: 3 clusters Score -1009821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1009821.625000 Penalty: 4577.128418
	Iteration 70Q: 3 clusters Score -1009822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1009822.312500 Penalty: 4577.128418
	Iteration 71Q: 3 clusters Score -1009822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1009826.625000 Penalty: 4577.128418
	Iteration 72Q: 3 clusters Score -1009827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1009826.375000 Penalty: 4577.128418
	Iteration 73Q: 3 clusters Score -1009826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1009826.375000 Penalty: 4577.128418
	Iteration 74F: 3 clusters Score -1009826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Entering Unmasked Estep 
Score: -2319873.000000 Penalty: 2530.279541
	Iteration 0F: 2 clusters Score -2319873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2301208.000000 Penalty: 5060.559082
	Iteration 0F: 3 clusters Score -2301208 nChanged 12114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2308351.250000 Penalty: 5060.559082
	Iteration 1F: 3 clusters Score -2308351 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -2309285.750000 Penalty: 5060.559082
	Iteration 2F: 3 clusters Score -2309286 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -2310355.250000 Penalty: 5060.559082
	Iteration 3F: 3 clusters Score -2310355 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2311495.250000 Penalty: 5060.559082
	Iteration 4F: 3 clusters Score -2311495 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -2312653.500000 Penalty: 5060.559082
	Iteration 5F: 3 clusters Score -2312654 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2313641.750000 Penalty: 5060.559082
	Iteration 6F: 3 clusters Score -2313642 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2314437.500000 Penalty: 5060.559082
	Iteration 7F: 3 clusters Score -2314438 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2315029.000000 Penalty: 5060.559082
	Iteration 8Q: 3 clusters Score -2315029 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2315353.250000 Penalty: 5060.559082
	Iteration 9Q: 3 clusters Score -2315353 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2315575.000000 Penalty: 5060.559082
	Iteration 10Q: 3 clusters Score -2315575 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2315727.000000 Penalty: 5060.559082
	Iteration 11Q: 3 clusters Score -2315727 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -2315864.250000 Penalty: 5060.559082
	Iteration 12Q: 3 clusters Score -2315864 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2315982.250000 Penalty: 5060.559082
	Iteration 13Q: 3 clusters Score -2315982 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2316084.250000 Penalty: 5060.559082
	Iteration 14Q: 3 clusters Score -2316084 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -2316175.000000 Penalty: 5060.559082
	Iteration 15Q: 3 clusters Score -2316175 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2316242.000000 Penalty: 5060.559082
	Iteration 16Q: 3 clusters Score -2316242 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -2316294.250000 Penalty: 5060.559082
	Iteration 17Q: 3 clusters Score -2316294 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -2316344.250000 Penalty: 5060.559082
	Iteration 18Q: 3 clusters Score -2316344 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2316389.500000 Penalty: 5060.559082
	Iteration 19Q: 3 clusters Score -2316390 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2316438.750000 Penalty: 5060.559082
	Iteration 20F: 3 clusters Score -2316439 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -2316466.750000 Penalty: 5060.559082
	Iteration 21Q: 3 clusters Score -2316467 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -2316490.750000 Penalty: 5060.559082
	Iteration 22Q: 3 clusters Score -2316491 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2316516.750000 Penalty: 5060.559082
	Iteration 23Q: 3 clusters Score -2316517 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2316553.750000 Penalty: 5060.559082
	Iteration 24Q: 3 clusters Score -2316554 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2316583.750000 Penalty: 5060.559082
	Iteration 25Q: 3 clusters Score -2316584 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2316605.250000 Penalty: 5060.559082
	Iteration 26Q: 3 clusters Score -2316605 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2316618.500000 Penalty: 5060.559082
	Iteration 27Q: 3 clusters Score -2316618 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2316632.250000 Penalty: 5060.559082
	Iteration 28Q: 3 clusters Score -2316632 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -2316644.500000 Penalty: 5060.559082
	Iteration 29Q: 3 clusters Score -2316644 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2316663.500000 Penalty: 5060.559082
	Iteration 30Q: 3 clusters Score -2316664 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2316692.000000 Penalty: 5060.559082
	Iteration 31Q: 3 clusters Score -2316692 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -2316706.500000 Penalty: 5060.559082
	Iteration 32Q: 3 clusters Score -2316706 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2316722.250000 Penalty: 5060.559082
	Iteration 33Q: 3 clusters Score -2316722 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2316744.750000 Penalty: 5060.559082
	Iteration 34Q: 3 clusters Score -2316745 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -2316764.000000 Penalty: 5060.559082
	Iteration 35Q: 3 clusters Score -2316764 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2316791.750000 Penalty: 5060.559082
	Iteration 36Q: 3 clusters Score -2316792 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -2316810.750000 Penalty: 5060.559082
	Iteration 37Q: 3 clusters Score -2316811 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2316856.000000 Penalty: 5060.559082
	Iteration 38Q: 3 clusters Score -2316856 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2316904.000000 Penalty: 5060.559082
	Iteration 39Q: 3 clusters Score -2316904 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -2316944.500000 Penalty: 5060.559082
	Iteration 40F: 3 clusters Score -2316944 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -2317012.750000 Penalty: 5060.559082
	Iteration 41Q: 3 clusters Score -2317013 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2317048.500000 Penalty: 5060.559082
	Iteration 42Q: 3 clusters Score -2317048 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -2317107.750000 Penalty: 5060.559082
	Iteration 43Q: 3 clusters Score -2317108 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2317158.000000 Penalty: 5060.559082
	Iteration 44Q: 3 clusters Score -2317158 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -2317196.750000 Penalty: 5060.559082
	Iteration 45Q: 3 clusters Score -2317197 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2317244.750000 Penalty: 5060.559082
	Iteration 46Q: 3 clusters Score -2317245 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -2317283.750000 Penalty: 5060.559082
	Iteration 47Q: 3 clusters Score -2317284 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -2317337.250000 Penalty: 5060.559082
	Iteration 48Q: 3 clusters Score -2317337 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -2317362.500000 Penalty: 5060.559082
	Iteration 49Q: 3 clusters Score -2317362 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2317379.500000 Penalty: 5060.559082
	Iteration 50Q: 3 clusters Score -2317380 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2317400.250000 Penalty: 5060.559082
	Iteration 51Q: 3 clusters Score -2317400 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -2317415.500000 Penalty: 5060.559082
	Iteration 52Q: 3 clusters Score -2317416 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -2317429.750000 Penalty: 5060.559082
	Iteration 53Q: 3 clusters Score -2317430 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -2317448.750000 Penalty: 5060.559082
	Iteration 54Q: 3 clusters Score -2317449 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -2317459.500000 Penalty: 5060.559082
	Iteration 55Q: 3 clusters Score -2317460 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -2317476.500000 Penalty: 5060.559082
	Iteration 56Q: 3 clusters Score -2317476 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -2317482.750000 Penalty: 5060.559082
	Iteration 57Q: 3 clusters Score -2317483 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -2317492.500000 Penalty: 5060.559082
	Iteration 58Q: 3 clusters Score -2317492 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -2317514.000000 Penalty: 5060.559082
	Iteration 59Q: 3 clusters Score -2317514 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -2317516.750000 Penalty: 5060.559082
	Iteration 60F: 3 clusters Score -2317517 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -2317526.250000 Penalty: 5060.559082
	Iteration 61Q: 3 clusters Score -2317526 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2317542.750000 Penalty: 5060.559082
	Iteration 62Q: 3 clusters Score -2317543 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -2317553.750000 Penalty: 5060.559082
	Iteration 63Q: 3 clusters Score -2317554 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -2317558.250000 Penalty: 5060.559082
	Iteration 64Q: 3 clusters Score -2317558 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -2317564.000000 Penalty: 5060.559082
	Iteration 65Q: 3 clusters Score -2317564 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -2317563.500000 Penalty: 5060.559082
	Iteration 66Q: 3 clusters Score -2317564 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -2317579.250000 Penalty: 5060.559082
	Iteration 67Q: 3 clusters Score -2317579 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -2317594.750000 Penalty: 5060.559082
	Iteration 68Q: 3 clusters Score -2317595 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -2317624.500000 Penalty: 5060.559082
	Iteration 69Q: 3 clusters Score -2317624 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -2317634.250000 Penalty: 5060.559082
	Iteration 70Q: 3 clusters Score -2317634 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -2317644.250000 Penalty: 5060.559082
	Iteration 71Q: 3 clusters Score -2317644 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -2317658.750000 Penalty: 5060.559082
	Iteration 72Q: 3 clusters Score -2317659 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -2317668.000000 Penalty: 5060.559082
	Iteration 73Q: 3 clusters Score -2317668 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -2317688.250000 Penalty: 5060.559082
	Iteration 74Q: 3 clusters Score -2317688 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -2317708.500000 Penalty: 5060.559082
	Iteration 75Q: 3 clusters Score -2317708 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2317736.750000 Penalty: 5060.559082
	Iteration 76Q: 3 clusters Score -2317737 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -2317759.500000 Penalty: 5060.559082
	Iteration 77Q: 3 clusters Score -2317760 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -2317767.000000 Penalty: 5060.559082
	Iteration 78Q: 3 clusters Score -2317767 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -2317791.750000 Penalty: 5060.559082
	Iteration 79Q: 3 clusters Score -2317792 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -2317803.750000 Penalty: 5060.559082
	Iteration 80F: 3 clusters Score -2317804 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -2317810.750000 Penalty: 5060.559082
	Iteration 81Q: 3 clusters Score -2317811 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -2317819.750000 Penalty: 5060.559082
	Iteration 82Q: 3 clusters Score -2317820 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -2317830.500000 Penalty: 5060.559082
	Iteration 83Q: 3 clusters Score -2317830 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -2317847.500000 Penalty: 5060.559082
	Iteration 84Q: 3 clusters Score -2317848 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -2317850.750000 Penalty: 5060.559082
	Iteration 85Q: 3 clusters Score -2317851 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -2317866.250000 Penalty: 5060.559082
	Iteration 86Q: 3 clusters Score -2317866 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -2317877.500000 Penalty: 5060.559082
	Iteration 87Q: 3 clusters Score -2317878 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -2317889.750000 Penalty: 5060.559082
	Iteration 88Q: 3 clusters Score -2317890 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -2317898.250000 Penalty: 5060.559082
	Iteration 89Q: 3 clusters Score -2317898 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -2317916.750000 Penalty: 5060.559082
	Iteration 90Q: 3 clusters Score -2317917 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -2317920.000000 Penalty: 5060.559082
	Iteration 91Q: 3 clusters Score -2317920 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -2317932.250000 Penalty: 5060.559082
	Iteration 92Q: 3 clusters Score -2317932 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -2317950.250000 Penalty: 5060.559082
	Iteration 93Q: 3 clusters Score -2317950 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -2317960.000000 Penalty: 5060.559082
	Iteration 94Q: 3 clusters Score -2317960 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -2317972.750000 Penalty: 5060.559082
	Iteration 95Q: 3 clusters Score -2317973 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -2317984.750000 Penalty: 5060.559082
	Iteration 96Q: 3 clusters Score -2317985 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -2317995.000000 Penalty: 5060.559082
	Iteration 97Q: 3 clusters Score -2317995 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -2318007.250000 Penalty: 5060.559082
	Iteration 98Q: 3 clusters Score -2318007 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -2318015.500000 Penalty: 5060.559082
	Iteration 99Q: 3 clusters Score -2318016 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -2318020.750000 Penalty: 5060.559082
	Iteration 100F: 3 clusters Score -2318021 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -2318038.750000 Penalty: 5060.559082
	Iteration 101Q: 3 clusters Score -2318039 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -2318043.250000 Penalty: 5060.559082
	Iteration 102Q: 3 clusters Score -2318043 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -2318060.500000 Penalty: 5060.559082
	Iteration 103Q: 3 clusters Score -2318060 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -2318076.750000 Penalty: 5060.559082
	Iteration 104Q: 3 clusters Score -2318077 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -2318086.250000 Penalty: 5060.559082
	Iteration 105Q: 3 clusters Score -2318086 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -2318103.750000 Penalty: 5060.559082
	Iteration 106Q: 3 clusters Score -2318104 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -2318109.750000 Penalty: 5060.559082
	Iteration 107Q: 3 clusters Score -2318110 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -2318132.500000 Penalty: 5060.559082
	Iteration 108Q: 3 clusters Score -2318132 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -2318152.250000 Penalty: 5060.559082
	Iteration 109Q: 3 clusters Score -2318152 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -2318171.500000 Penalty: 5060.559082
	Iteration 110Q: 3 clusters Score -2318172 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -2318190.250000 Penalty: 5060.559082
	Iteration 111Q: 3 clusters Score -2318190 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -2318193.250000 Penalty: 5060.559082
	Iteration 112Q: 3 clusters Score -2318193 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -2318213.500000 Penalty: 5060.559082
	Iteration 113Q: 3 clusters Score -2318214 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -2318217.750000 Penalty: 5060.559082
	Iteration 114Q: 3 clusters Score -2318218 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -2318223.500000 Penalty: 5060.559082
	Iteration 115Q: 3 clusters Score -2318224 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -2318228.500000 Penalty: 5060.559082
	Iteration 116Q: 3 clusters Score -2318228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -2318227.500000 Penalty: 5060.559082
	Iteration 117Q: 3 clusters Score -2318228 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -2318233.500000 Penalty: 5060.559082
	Iteration 118Q: 3 clusters Score -2318234 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -2318250.750000 Penalty: 5060.559082
	Iteration 119Q: 3 clusters Score -2318251 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -2318255.500000 Penalty: 5060.559082
	Iteration 120F: 3 clusters Score -2318256 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -2318270.750000 Penalty: 5060.559082
	Iteration 121Q: 3 clusters Score -2318271 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -2318294.000000 Penalty: 5060.559082
	Iteration 122Q: 3 clusters Score -2318294 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -2318316.500000 Penalty: 5060.559082
	Iteration 123Q: 3 clusters Score -2318316 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -2318335.500000 Penalty: 5060.559082
	Iteration 124Q: 3 clusters Score -2318336 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -2318345.000000 Penalty: 5060.559082
	Iteration 125Q: 3 clusters Score -2318345 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -2318358.750000 Penalty: 5060.559082
	Iteration 126Q: 3 clusters Score -2318359 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -2318372.250000 Penalty: 5060.559082
	Iteration 127Q: 3 clusters Score -2318372 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -2318383.000000 Penalty: 5060.559082
	Iteration 128Q: 3 clusters Score -2318383 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -2318388.500000 Penalty: 5060.559082
	Iteration 129Q: 3 clusters Score -2318388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -2318388.750000 Penalty: 5060.559082
	Iteration 130Q: 3 clusters Score -2318389 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -2318399.250000 Penalty: 5060.559082
	Iteration 131Q: 3 clusters Score -2318399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -2318407.250000 Penalty: 5060.559082
	Iteration 132Q: 3 clusters Score -2318407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -2318416.500000 Penalty: 5060.559082
	Iteration 133Q: 3 clusters Score -2318416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -2318414.500000 Penalty: 5060.559082
	Iteration 134Q: 3 clusters Score -2318414 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -2318427.250000 Penalty: 5060.559082
	Iteration 135Q: 3 clusters Score -2318427 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -2318434.500000 Penalty: 5060.559082
	Iteration 136Q: 3 clusters Score -2318434 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -2318437.000000 Penalty: 5060.559082
	Iteration 137Q: 3 clusters Score -2318437 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -2318453.750000 Penalty: 5060.559082
	Iteration 138Q: 3 clusters Score -2318454 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -2318464.000000 Penalty: 5060.559082
	Iteration 139Q: 3 clusters Score -2318464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -2318472.250000 Penalty: 5060.559082
	Iteration 140F: 3 clusters Score -2318472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -2318474.000000 Penalty: 5060.559082
	Iteration 141Q: 3 clusters Score -2318474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -2318483.000000 Penalty: 5060.559082
	Iteration 142Q: 3 clusters Score -2318483 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -2318488.500000 Penalty: 5060.559082
	Iteration 143Q: 3 clusters Score -2318488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -2318498.500000 Penalty: 5060.559082
	Iteration 144Q: 3 clusters Score -2318498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -2318505.750000 Penalty: 5060.559082
	Iteration 145Q: 3 clusters Score -2318506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -2318502.250000 Penalty: 5060.559082
	Iteration 146Q: 3 clusters Score -2318502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -2318511.750000 Penalty: 5060.559082
	Iteration 147Q: 3 clusters Score -2318512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -2318516.000000 Penalty: 5060.559082
	Iteration 148Q: 3 clusters Score -2318516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -2318522.250000 Penalty: 5060.559082
	Iteration 149Q: 3 clusters Score -2318522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -2318521.250000 Penalty: 5060.559082
	Iteration 150Q: 3 clusters Score -2318521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -2318528.750000 Penalty: 5060.559082
	Iteration 151Q: 3 clusters Score -2318529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -2318531.000000 Penalty: 5060.559082
	Iteration 152Q: 3 clusters Score -2318531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -2318535.500000 Penalty: 5060.559082
	Iteration 153Q: 3 clusters Score -2318536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -2318537.000000 Penalty: 5060.559082
	Iteration 154Q: 3 clusters Score -2318537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -2318539.500000 Penalty: 5060.559082
	Iteration 155Q: 3 clusters Score -2318540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -2318544.250000 Penalty: 5060.559082
	Iteration 156Q: 3 clusters Score -2318544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -2318550.250000 Penalty: 5060.559082
	Iteration 157Q: 3 clusters Score -2318550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -2318550.000000 Penalty: 5060.559082
	Iteration 158Q: 3 clusters Score -2318550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -2318553.250000 Penalty: 5060.559082
	Iteration 159Q: 3 clusters Score -2318553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -2318560.750000 Penalty: 5060.559082
	Iteration 160F: 3 clusters Score -2318561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -2318565.000000 Penalty: 5060.559082
	Iteration 161Q: 3 clusters Score -2318565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -2318569.750000 Penalty: 5060.559082
	Iteration 162Q: 3 clusters Score -2318570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -2318569.750000 Penalty: 5060.559082
	Iteration 163Q: 3 clusters Score -2318570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -2318567.750000 Penalty: 5060.559082
	Iteration 164Q: 3 clusters Score -2318568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -2318571.500000 Penalty: 5060.559082
	Iteration 165Q: 3 clusters Score -2318572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -2318573.500000 Penalty: 5060.559082
	Iteration 166Q: 3 clusters Score -2318574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -2318575.000000 Penalty: 5060.559082
	Iteration 167Q: 3 clusters Score -2318575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -2318574.750000 Penalty: 5060.559082
	Iteration 168Q: 3 clusters Score -2318575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -2318575.750000 Penalty: 5060.559082
	Iteration 169Q: 3 clusters Score -2318576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -2318579.000000 Penalty: 5060.559082
	Iteration 170Q: 3 clusters Score -2318579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -2318581.000000 Penalty: 5060.559082
	Iteration 171Q: 3 clusters Score -2318581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -2318582.250000 Penalty: 5060.559082
	Iteration 172Q: 3 clusters Score -2318582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -2318580.750000 Penalty: 5060.559082
	Iteration 173Q: 3 clusters Score -2318581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -2318585.500000 Penalty: 5060.559082
	Iteration 174Q: 3 clusters Score -2318586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -2318585.500000 Penalty: 5060.559082
	Iteration 175Q: 3 clusters Score -2318586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -2318587.000000 Penalty: 5060.559082
	Iteration 176Q: 3 clusters Score -2318587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -2318586.000000 Penalty: 5060.559082
	Iteration 177Q: 3 clusters Score -2318586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -2318587.750000 Penalty: 5060.559082
	Iteration 178Q: 3 clusters Score -2318588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -2318586.000000 Penalty: 5060.559082
	Iteration 179Q: 3 clusters Score -2318586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -2318586.000000 Penalty: 5060.559082
	Iteration 180F: 3 clusters Score -2318586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Entering Unmasked Estep 
Score: -987368.687500 Penalty: 2336.248779
	Iteration 0F: 2 clusters Score -987368.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -978208.687500 Penalty: 4672.497559
	Iteration 0F: 3 clusters Score -978208.7 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -981090.687500 Penalty: 4672.497559
	Iteration 1F: 3 clusters Score -981090.7 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -981569.750000 Penalty: 4672.497559
	Iteration 2F: 3 clusters Score -981569.8 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -982071.812500 Penalty: 4672.497559
	Iteration 3F: 3 clusters Score -982071.8 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -982608.062500 Penalty: 4672.497559
	Iteration 4F: 3 clusters Score -982608.1 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -983063.000000 Penalty: 4672.497559
	Iteration 5F: 3 clusters Score -983063 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -983414.187500 Penalty: 4672.497559
	Iteration 6F: 3 clusters Score -983414.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -983676.812500 Penalty: 4672.497559
	Iteration 7Q: 3 clusters Score -983676.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -983891.625000 Penalty: 4672.497559
	Iteration 8Q: 3 clusters Score -983891.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -984031.500000 Penalty: 4672.497559
	Iteration 9Q: 3 clusters Score -984031.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -984137.562500 Penalty: 4672.497559
	Iteration 10Q: 3 clusters Score -984137.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -984217.875000 Penalty: 4672.497559
	Iteration 11Q: 3 clusters Score -984217.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -984295.187500 Penalty: 4672.497559
	Iteration 12Q: 3 clusters Score -984295.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -984370.000000 Penalty: 4672.497559
	Iteration 13Q: 3 clusters Score -984370 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -984442.562500 Penalty: 4672.497559
	Iteration 14Q: 3 clusters Score -984442.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -984500.625000 Penalty: 4672.497559
	Iteration 15Q: 3 clusters Score -984500.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -984557.687500 Penalty: 4672.497559
	Iteration 16Q: 3 clusters Score -984557.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -984603.812500 Penalty: 4672.497559
	Iteration 17Q: 3 clusters Score -984603.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -984646.312500 Penalty: 4672.497559
	Iteration 18Q: 3 clusters Score -984646.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -984679.625000 Penalty: 4672.497559
	Iteration 19Q: 3 clusters Score -984679.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -984704.875000 Penalty: 4672.497559
	Iteration 20F: 3 clusters Score -984704.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -984726.375000 Penalty: 4672.497559
	Iteration 21Q: 3 clusters Score -984726.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -984747.625000 Penalty: 4672.497559
	Iteration 22Q: 3 clusters Score -984747.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -984772.812500 Penalty: 4672.497559
	Iteration 23Q: 3 clusters Score -984772.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -984793.875000 Penalty: 4672.497559
	Iteration 24Q: 3 clusters Score -984793.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -984812.562500 Penalty: 4672.497559
	Iteration 25Q: 3 clusters Score -984812.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -984830.312500 Penalty: 4672.497559
	Iteration 26Q: 3 clusters Score -984830.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -984849.312500 Penalty: 4672.497559
	Iteration 27Q: 3 clusters Score -984849.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -984865.062500 Penalty: 4672.497559
	Iteration 28Q: 3 clusters Score -984865.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -984883.125000 Penalty: 4672.497559
	Iteration 29Q: 3 clusters Score -984883.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -984895.312500 Penalty: 4672.497559
	Iteration 30Q: 3 clusters Score -984895.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -984905.375000 Penalty: 4672.497559
	Iteration 31Q: 3 clusters Score -984905.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -984916.812500 Penalty: 4672.497559
	Iteration 32Q: 3 clusters Score -984916.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -984930.562500 Penalty: 4672.497559
	Iteration 33Q: 3 clusters Score -984930.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -984936.687500 Penalty: 4672.497559
	Iteration 34Q: 3 clusters Score -984936.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -984945.875000 Penalty: 4672.497559
	Iteration 35Q: 3 clusters Score -984945.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -984948.125000 Penalty: 4672.497559
	Iteration 36Q: 3 clusters Score -984948.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -984957.687500 Penalty: 4672.497559
	Iteration 37Q: 3 clusters Score -984957.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -984960.875000 Penalty: 4672.497559
	Iteration 38Q: 3 clusters Score -984960.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -984964.937500 Penalty: 4672.497559
	Iteration 39Q: 3 clusters Score -984964.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -984968.250000 Penalty: 4672.497559
	Iteration 40F: 3 clusters Score -984968.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -984970.812500 Penalty: 4672.497559
	Iteration 41Q: 3 clusters Score -984970.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -984975.437500 Penalty: 4672.497559
	Iteration 42Q: 3 clusters Score -984975.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -984978.687500 Penalty: 4672.497559
	Iteration 43Q: 3 clusters Score -984978.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -984981.562500 Penalty: 4672.497559
	Iteration 44Q: 3 clusters Score -984981.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -984986.062500 Penalty: 4672.497559
	Iteration 45Q: 3 clusters Score -984986.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -984994.187500 Penalty: 4672.497559
	Iteration 46Q: 3 clusters Score -984994.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -985000.062500 Penalty: 4672.497559
	Iteration 47Q: 3 clusters Score -985000.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -985011.937500 Penalty: 4672.497559
	Iteration 48Q: 3 clusters Score -985011.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -985025.062500 Penalty: 4672.497559
	Iteration 49Q: 3 clusters Score -985025.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -985041.812500 Penalty: 4672.497559
	Iteration 50Q: 3 clusters Score -985041.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -985056.437500 Penalty: 4672.497559
	Iteration 51Q: 3 clusters Score -985056.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -985071.750000 Penalty: 4672.497559
	Iteration 52Q: 3 clusters Score -985071.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -985087.562500 Penalty: 4672.497559
	Iteration 53Q: 3 clusters Score -985087.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -985112.750000 Penalty: 4672.497559
	Iteration 54Q: 3 clusters Score -985112.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -985133.500000 Penalty: 4672.497559
	Iteration 55Q: 3 clusters Score -985133.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -985150.250000 Penalty: 4672.497559
	Iteration 56Q: 3 clusters Score -985150.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -985168.812500 Penalty: 4672.497559
	Iteration 57Q: 3 clusters Score -985168.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -985181.375000 Penalty: 4672.497559
	Iteration 58Q: 3 clusters Score -985181.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -985193.750000 Penalty: 4672.497559
	Iteration 59Q: 3 clusters Score -985193.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -985201.312500 Penalty: 4672.497559
	Iteration 60F: 3 clusters Score -985201.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -985210.500000 Penalty: 4672.497559
	Iteration 61Q: 3 clusters Score -985210.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -985217.437500 Penalty: 4672.497559
	Iteration 62Q: 3 clusters Score -985217.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -985228.125000 Penalty: 4672.497559
	Iteration 63Q: 3 clusters Score -985228.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -985236.625000 Penalty: 4672.497559
	Iteration 64Q: 3 clusters Score -985236.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -985247.187500 Penalty: 4672.497559
	Iteration 65Q: 3 clusters Score -985247.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -985259.937500 Penalty: 4672.497559
	Iteration 66Q: 3 clusters Score -985259.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -985268.187500 Penalty: 4672.497559
	Iteration 67Q: 3 clusters Score -985268.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -985277.250000 Penalty: 4672.497559
	Iteration 68Q: 3 clusters Score -985277.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -985287.062500 Penalty: 4672.497559
	Iteration 69Q: 3 clusters Score -985287.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -985300.687500 Penalty: 4672.497559
	Iteration 70Q: 3 clusters Score -985300.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -985315.750000 Penalty: 4672.497559
	Iteration 71Q: 3 clusters Score -985315.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -985335.562500 Penalty: 4672.497559
	Iteration 72Q: 3 clusters Score -985335.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -985358.500000 Penalty: 4672.497559
	Iteration 73Q: 3 clusters Score -985358.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -985378.687500 Penalty: 4672.497559
	Iteration 74Q: 3 clusters Score -985378.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -985400.187500 Penalty: 4672.497559
	Iteration 75Q: 3 clusters Score -985400.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -985421.625000 Penalty: 4672.497559
	Iteration 76Q: 3 clusters Score -985421.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -985437.750000 Penalty: 4672.497559
	Iteration 77Q: 3 clusters Score -985437.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -985459.750000 Penalty: 4672.497559
	Iteration 78Q: 3 clusters Score -985459.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -985477.687500 Penalty: 4672.497559
	Iteration 79Q: 3 clusters Score -985477.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -985490.500000 Penalty: 4672.497559
	Iteration 80F: 3 clusters Score -985490.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -985500.562500 Penalty: 4672.497559
	Iteration 81Q: 3 clusters Score -985500.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -985514.937500 Penalty: 4672.497559
	Iteration 82Q: 3 clusters Score -985514.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -985530.500000 Penalty: 4672.497559
	Iteration 83Q: 3 clusters Score -985530.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -985541.437500 Penalty: 4672.497559
	Iteration 84Q: 3 clusters Score -985541.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -985552.250000 Penalty: 4672.497559
	Iteration 85Q: 3 clusters Score -985552.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -985565.437500 Penalty: 4672.497559
	Iteration 86Q: 3 clusters Score -985565.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -985576.250000 Penalty: 4672.497559
	Iteration 87Q: 3 clusters Score -985576.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -985591.187500 Penalty: 4672.497559
	Iteration 88Q: 3 clusters Score -985591.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -985609.312500 Penalty: 4672.497559
	Iteration 89Q: 3 clusters Score -985609.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -985618.562500 Penalty: 4672.497559
	Iteration 90Q: 3 clusters Score -985618.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -985627.500000 Penalty: 4672.497559
	Iteration 91Q: 3 clusters Score -985627.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -985635.062500 Penalty: 4672.497559
	Iteration 92Q: 3 clusters Score -985635.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -985644.000000 Penalty: 4672.497559
	Iteration 93Q: 3 clusters Score -985644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -985650.000000 Penalty: 4672.497559
	Iteration 94Q: 3 clusters Score -985650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -985651.875000 Penalty: 4672.497559
	Iteration 95Q: 3 clusters Score -985651.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -985655.062500 Penalty: 4672.497559
	Iteration 96Q: 3 clusters Score -985655.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -985656.687500 Penalty: 4672.497559
	Iteration 97Q: 3 clusters Score -985656.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -985660.437500 Penalty: 4672.497559
	Iteration 98Q: 3 clusters Score -985660.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -985660.250000 Penalty: 4672.497559
	Iteration 99Q: 3 clusters Score -985660.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -985666.062500 Penalty: 4672.497559
	Iteration 100F: 3 clusters Score -985666.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -985671.187500 Penalty: 4672.497559
	Iteration 101Q: 3 clusters Score -985671.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -985672.937500 Penalty: 4672.497559
	Iteration 102Q: 3 clusters Score -985672.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -985674.062500 Penalty: 4672.497559
	Iteration 103Q: 3 clusters Score -985674.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -985678.562500 Penalty: 4672.497559
	Iteration 104Q: 3 clusters Score -985678.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -985680.812500 Penalty: 4672.497559
	Iteration 105Q: 3 clusters Score -985680.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -985683.062500 Penalty: 4672.497559
	Iteration 106Q: 3 clusters Score -985683.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -985683.187500 Penalty: 4672.497559
	Iteration 107Q: 3 clusters Score -985683.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -985687.875000 Penalty: 4672.497559
	Iteration 108Q: 3 clusters Score -985687.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -985693.375000 Penalty: 4672.497559
	Iteration 109Q: 3 clusters Score -985693.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -985696.500000 Penalty: 4672.497559
	Iteration 110Q: 3 clusters Score -985696.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -985698.750000 Penalty: 4672.497559
	Iteration 111Q: 3 clusters Score -985698.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -985704.875000 Penalty: 4672.497559
	Iteration 112Q: 3 clusters Score -985704.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -985709.750000 Penalty: 4672.497559
	Iteration 113Q: 3 clusters Score -985709.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -985714.625000 Penalty: 4672.497559
	Iteration 114Q: 3 clusters Score -985714.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -985722.187500 Penalty: 4672.497559
	Iteration 115Q: 3 clusters Score -985722.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -985731.312500 Penalty: 4672.497559
	Iteration 116Q: 3 clusters Score -985731.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -985738.312500 Penalty: 4672.497559
	Iteration 117Q: 3 clusters Score -985738.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -985749.312500 Penalty: 4672.497559
	Iteration 118Q: 3 clusters Score -985749.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -985756.937500 Penalty: 4672.497559
	Iteration 119Q: 3 clusters Score -985756.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -985759.562500 Penalty: 4672.497559
	Iteration 120F: 3 clusters Score -985759.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -985764.687500 Penalty: 4672.497559
	Iteration 121Q: 3 clusters Score -985764.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -985766.062500 Penalty: 4672.497559
	Iteration 122Q: 3 clusters Score -985766.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -985767.437500 Penalty: 4672.497559
	Iteration 123Q: 3 clusters Score -985767.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -985770.750000 Penalty: 4672.497559
	Iteration 124Q: 3 clusters Score -985770.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -985772.875000 Penalty: 4672.497559
	Iteration 125Q: 3 clusters Score -985772.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -985775.875000 Penalty: 4672.497559
	Iteration 126Q: 3 clusters Score -985775.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -985779.750000 Penalty: 4672.497559
	Iteration 127Q: 3 clusters Score -985779.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -985782.312500 Penalty: 4672.497559
	Iteration 128Q: 3 clusters Score -985782.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -985783.375000 Penalty: 4672.497559
	Iteration 129Q: 3 clusters Score -985783.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -985785.750000 Penalty: 4672.497559
	Iteration 130Q: 3 clusters Score -985785.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -985786.312500 Penalty: 4672.497559
	Iteration 131Q: 3 clusters Score -985786.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -985789.125000 Penalty: 4672.497559
	Iteration 132Q: 3 clusters Score -985789.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -985795.250000 Penalty: 4672.497559
	Iteration 133Q: 3 clusters Score -985795.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -985798.687500 Penalty: 4672.497559
	Iteration 134Q: 3 clusters Score -985798.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -985798.875000 Penalty: 4672.497559
	Iteration 135Q: 3 clusters Score -985798.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -985800.062500 Penalty: 4672.497559
	Iteration 136Q: 3 clusters Score -985800.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -985801.937500 Penalty: 4672.497559
	Iteration 137Q: 3 clusters Score -985801.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -985807.312500 Penalty: 4672.497559
	Iteration 138Q: 3 clusters Score -985807.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -985808.750000 Penalty: 4672.497559
	Iteration 139Q: 3 clusters Score -985808.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -985814.125000 Penalty: 4672.497559
	Iteration 140F: 3 clusters Score -985814.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -985818.750000 Penalty: 4672.497559
	Iteration 141Q: 3 clusters Score -985818.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -985821.812500 Penalty: 4672.497559
	Iteration 142Q: 3 clusters Score -985821.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -985822.187500 Penalty: 4672.497559
	Iteration 143Q: 3 clusters Score -985822.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -985824.625000 Penalty: 4672.497559
	Iteration 144Q: 3 clusters Score -985824.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -985825.125000 Penalty: 4672.497559
	Iteration 145Q: 3 clusters Score -985825.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -985825.125000 Penalty: 4672.497559
	Iteration 146F: 3 clusters Score -985825.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -31366.855469 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -31366.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -30058.267578 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -30058.27 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30215.664062 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -30215.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -30251.933594 Penalty: 2912.570557
	Iteration 2Q: 3 clusters Score -30251.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -30270.878906 Penalty: 2912.570557
	Iteration 3Q: 3 clusters Score -30270.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30300.486328 Penalty: 2912.570557
	Iteration 4Q: 3 clusters Score -30300.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30343.626953 Penalty: 2912.570557
	Iteration 5Q: 3 clusters Score -30343.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30355.326172 Penalty: 2912.570557
	Iteration 6Q: 3 clusters Score -30355.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30379.697266 Penalty: 2912.570557
	Iteration 7Q: 3 clusters Score -30379.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30461.957031 Penalty: 2912.570557
	Iteration 8Q: 3 clusters Score -30461.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30539.296875 Penalty: 2912.570557
	Iteration 9Q: 3 clusters Score -30539.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30561.759766 Penalty: 2912.570557
	Iteration 10Q: 3 clusters Score -30561.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -30576.687500 Penalty: 2912.570557
	Iteration 11Q: 3 clusters Score -30576.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -30581.103516 Penalty: 2912.570557
	Iteration 12Q: 3 clusters Score -30581.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30583.802734 Penalty: 2912.570557
	Iteration 13Q: 3 clusters Score -30583.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30583.802734 Penalty: 2912.570557
	Iteration 14F: 3 clusters Score -30583.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -46276.632812 Penalty: 1558.002075
	Iteration 0F: 2 clusters Score -46276.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -44756.933594 Penalty: 3116.004150
	Iteration 0F: 3 clusters Score -44756.93 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -45036.433594 Penalty: 3116.004150
	Iteration 1F: 3 clusters Score -45036.43 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45202.808594 Penalty: 3116.004150
	Iteration 2F: 3 clusters Score -45202.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45397.757812 Penalty: 3116.004150
	Iteration 3F: 3 clusters Score -45397.76 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45693.222656 Penalty: 3116.004150
	Iteration 4F: 3 clusters Score -45693.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45843.812500 Penalty: 3116.004150
	Iteration 5Q: 3 clusters Score -45843.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -45934.398438 Penalty: 3116.004150
	Iteration 6Q: 3 clusters Score -45934.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -46023.390625 Penalty: 3116.004150
	Iteration 7Q: 3 clusters Score -46023.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46155.375000 Penalty: 3116.004150
	Iteration 8Q: 3 clusters Score -46155.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -46266.878906 Penalty: 3116.004150
	Iteration 9Q: 3 clusters Score -46266.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -46374.734375 Penalty: 3116.004150
	Iteration 10Q: 3 clusters Score -46374.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -46450.238281 Penalty: 3116.004150
	Iteration 11Q: 3 clusters Score -46450.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -46514.199219 Penalty: 3116.004150
	Iteration 12Q: 3 clusters Score -46514.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -46514.199219 Penalty: 3116.004150
	Iteration 13F: 3 clusters Score -46514.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 58205 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 6251 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 90184 members 
Mstep: Class 11 contains 11383 members 
Mstep: Class 12 contains 31253 members 
Mstep: Class 13 contains 6722 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 10299 members 
Mstep: Class 16 contains 16281 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 28750 members 
Mstep: Class 20 contains 10235 members 
Mstep: Class 21 contains 14428 members 
Mstep: Class 22 contains 10179 members 
Mstep: Class 23 contains 26977 members 
Mstep: Class 24 contains 12337 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 18189 members 
Mstep: Class 31 contains 16561 members 
Mstep: Class 32 contains 10413 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 12158 members 
Mstep: Class 36 contains 27674 members 
Mstep: Class 37 contains 20184 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8828 members 
Mstep: Class 40 contains 3301 members 
Mstep: Class 41 contains 16726 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 3648 members 
Mstep: Class 44 contains 7381 members 
Mstep: Class 45 contains 5287 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 6029 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 16166 members 
Mstep: Class 50 contains 14473 members 
Mstep: Class 51 contains 4632 members 
Mstep: Class 52 contains 3354 members 
Mstep: Class 53 contains 16658 members 
Mstep: Class 54 contains 13767 members 
Mstep: Class 55 contains 300 members 
Entering Unmasked Estep 
Score: -64769596.000000 Penalty: 182530.078125
Splitting cluster 26 changes total score from -64771124.000000 to -64769596.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (9576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Entering Unmasked Estep 
Score: -1023267.500000 Penalty: 2273.419678
	Iteration 0F: 2 clusters Score -1023268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1015812.625000 Penalty: 4546.839355
	Iteration 0F: 3 clusters Score -1015813 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1017970.937500 Penalty: 4546.839355
	Iteration 1F: 3 clusters Score -1017971 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1018241.250000 Penalty: 4546.839355
	Iteration 2F: 3 clusters Score -1018241 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1018446.437500 Penalty: 4546.839355
	Iteration 3Q: 3 clusters Score -1018446 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1018661.187500 Penalty: 4546.839355
	Iteration 4Q: 3 clusters Score -1018661 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1018881.187500 Penalty: 4546.839355
	Iteration 5Q: 3 clusters Score -1018881 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1019081.250000 Penalty: 4546.839355
	Iteration 6Q: 3 clusters Score -1019081 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1019285.437500 Penalty: 4546.839355
	Iteration 7Q: 3 clusters Score -1019285 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1019495.687500 Penalty: 4546.839355
	Iteration 8Q: 3 clusters Score -1019496 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1019764.437500 Penalty: 4546.839355
	Iteration 9Q: 3 clusters Score -1019764 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1020088.187500 Penalty: 4546.839355
	Iteration 10F: 3 clusters Score -1020088 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1020437.437500 Penalty: 4546.839355
	Iteration 11F: 3 clusters Score -1020437 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1020764.250000 Penalty: 4546.839355
	Iteration 12F: 3 clusters Score -1020764 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1021039.312500 Penalty: 4546.839355
	Iteration 13Q: 3 clusters Score -1021039 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1021283.187500 Penalty: 4546.839355
	Iteration 14Q: 3 clusters Score -1021283 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1021482.937500 Penalty: 4546.839355
	Iteration 15Q: 3 clusters Score -1021483 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1021628.937500 Penalty: 4546.839355
	Iteration 16Q: 3 clusters Score -1021629 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1021734.375000 Penalty: 4546.839355
	Iteration 17Q: 3 clusters Score -1021734 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1021807.750000 Penalty: 4546.839355
	Iteration 18Q: 3 clusters Score -1021808 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1021863.250000 Penalty: 4546.839355
	Iteration 19Q: 3 clusters Score -1021863 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1021892.375000 Penalty: 4546.839355
	Iteration 20F: 3 clusters Score -1021892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1021922.000000 Penalty: 4546.839355
	Iteration 21Q: 3 clusters Score -1021922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1021952.750000 Penalty: 4546.839355
	Iteration 22Q: 3 clusters Score -1021953 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1021981.437500 Penalty: 4546.839355
	Iteration 23Q: 3 clusters Score -1021981 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1022003.125000 Penalty: 4546.839355
	Iteration 24Q: 3 clusters Score -1022003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1022015.625000 Penalty: 4546.839355
	Iteration 25Q: 3 clusters Score -1022016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1022017.937500 Penalty: 4546.839355
	Iteration 26Q: 3 clusters Score -1022018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1022023.187500 Penalty: 4546.839355
	Iteration 27Q: 3 clusters Score -1022023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1022024.125000 Penalty: 4546.839355
	Iteration 28Q: 3 clusters Score -1022024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1022025.750000 Penalty: 4546.839355
	Iteration 29Q: 3 clusters Score -1022026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1022025.750000 Penalty: 4546.839355
	Iteration 30F: 3 clusters Score -1022026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Entering Unmasked Estep 
Score: -1547917.625000 Penalty: 2368.775879
	Iteration 0F: 2 clusters Score -1547918 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 7008 members 
Entering Unmasked Estep 
Score: -1537624.625000 Penalty: 4737.551758
	Iteration 0F: 3 clusters Score -1537625 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1540828.375000 Penalty: 4737.551758
	Iteration 1F: 3 clusters Score -1540828 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1541162.000000 Penalty: 4737.551758
	Iteration 2F: 3 clusters Score -1541162 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1541379.375000 Penalty: 4737.551758
	Iteration 3Q: 3 clusters Score -1541379 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1541567.125000 Penalty: 4737.551758
	Iteration 4Q: 3 clusters Score -1541567 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1541768.625000 Penalty: 4737.551758
	Iteration 5Q: 3 clusters Score -1541769 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1541977.250000 Penalty: 4737.551758
	Iteration 6Q: 3 clusters Score -1541977 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1542181.375000 Penalty: 4737.551758
	Iteration 7Q: 3 clusters Score -1542181 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1542415.125000 Penalty: 4737.551758
	Iteration 8Q: 3 clusters Score -1542415 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1542703.875000 Penalty: 4737.551758
	Iteration 9Q: 3 clusters Score -1542704 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1543015.000000 Penalty: 4737.551758
	Iteration 10Q: 3 clusters Score -1543015 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1543305.125000 Penalty: 4737.551758
	Iteration 11Q: 3 clusters Score -1543305 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1543569.000000 Penalty: 4737.551758
	Iteration 12Q: 3 clusters Score -1543569 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1543782.875000 Penalty: 4737.551758
	Iteration 13Q: 3 clusters Score -1543783 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1543980.750000 Penalty: 4737.551758
	Iteration 14Q: 3 clusters Score -1543981 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1544143.250000 Penalty: 4737.551758
	Iteration 15Q: 3 clusters Score -1544143 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1544269.125000 Penalty: 4737.551758
	Iteration 16Q: 3 clusters Score -1544269 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1544393.750000 Penalty: 4737.551758
	Iteration 17Q: 3 clusters Score -1544394 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1544509.250000 Penalty: 4737.551758
	Iteration 18Q: 3 clusters Score -1544509 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1544619.750000 Penalty: 4737.551758
	Iteration 19Q: 3 clusters Score -1544620 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1544711.750000 Penalty: 4737.551758
	Iteration 20F: 3 clusters Score -1544712 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1544810.625000 Penalty: 4737.551758
	Iteration 21Q: 3 clusters Score -1544811 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1544908.000000 Penalty: 4737.551758
	Iteration 22Q: 3 clusters Score -1544908 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1545008.000000 Penalty: 4737.551758
	Iteration 23Q: 3 clusters Score -1545008 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1545111.000000 Penalty: 4737.551758
	Iteration 24Q: 3 clusters Score -1545111 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1545211.125000 Penalty: 4737.551758
	Iteration 25Q: 3 clusters Score -1545211 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1545322.750000 Penalty: 4737.551758
	Iteration 26Q: 3 clusters Score -1545323 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1545435.625000 Penalty: 4737.551758
	Iteration 27Q: 3 clusters Score -1545436 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1545536.250000 Penalty: 4737.551758
	Iteration 28Q: 3 clusters Score -1545536 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1545620.625000 Penalty: 4737.551758
	Iteration 29Q: 3 clusters Score -1545621 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1545688.125000 Penalty: 4737.551758
	Iteration 30Q: 3 clusters Score -1545688 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1545740.625000 Penalty: 4737.551758
	Iteration 31Q: 3 clusters Score -1545741 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1545786.375000 Penalty: 4737.551758
	Iteration 32Q: 3 clusters Score -1545786 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1545820.125000 Penalty: 4737.551758
	Iteration 33Q: 3 clusters Score -1545820 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1545844.625000 Penalty: 4737.551758
	Iteration 34Q: 3 clusters Score -1545845 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1545869.000000 Penalty: 4737.551758
	Iteration 35Q: 3 clusters Score -1545869 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1545883.000000 Penalty: 4737.551758
	Iteration 36Q: 3 clusters Score -1545883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1545895.375000 Penalty: 4737.551758
	Iteration 37Q: 3 clusters Score -1545895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1545904.375000 Penalty: 4737.551758
	Iteration 38Q: 3 clusters Score -1545904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1545906.375000 Penalty: 4737.551758
	Iteration 39Q: 3 clusters Score -1545906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1545916.250000 Penalty: 4737.551758
	Iteration 40F: 3 clusters Score -1545916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1545916.750000 Penalty: 4737.551758
	Iteration 41Q: 3 clusters Score -1545917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1545918.125000 Penalty: 4737.551758
	Iteration 42Q: 3 clusters Score -1545918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1545921.625000 Penalty: 4737.551758
	Iteration 43Q: 3 clusters Score -1545922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1545920.875000 Penalty: 4737.551758
	Iteration 44Q: 3 clusters Score -1545921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1545925.125000 Penalty: 4737.551758
	Iteration 45Q: 3 clusters Score -1545925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1545929.125000 Penalty: 4737.551758
	Iteration 46Q: 3 clusters Score -1545929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1545930.750000 Penalty: 4737.551758
	Iteration 47Q: 3 clusters Score -1545931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1545930.750000 Penalty: 4737.551758
	Iteration 48F: 3 clusters Score -1545931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Entering Unmasked Estep 
Score: -542099.875000 Penalty: 2139.081787
	Iteration 0F: 2 clusters Score -542099.9 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 2797 members 
Entering Unmasked Estep 
Score: -537274.937500 Penalty: 4278.163574
	Iteration 0F: 3 clusters Score -537274.9 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -538573.312500 Penalty: 4278.163574
	Iteration 1F: 3 clusters Score -538573.3 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -538972.875000 Penalty: 4278.163574
	Iteration 2F: 3 clusters Score -538972.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -539478.062500 Penalty: 4278.163574
	Iteration 3F: 3 clusters Score -539478.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -540136.187500 Penalty: 4278.163574
	Iteration 4F: 3 clusters Score -540136.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -540724.625000 Penalty: 4278.163574
	Iteration 5F: 3 clusters Score -540724.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -541168.937500 Penalty: 4278.163574
	Iteration 6F: 3 clusters Score -541168.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -541421.562500 Penalty: 4278.163574
	Iteration 7F: 3 clusters Score -541421.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -541577.500000 Penalty: 4278.163574
	Iteration 8Q: 3 clusters Score -541577.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -541649.937500 Penalty: 4278.163574
	Iteration 9Q: 3 clusters Score -541649.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -541693.500000 Penalty: 4278.163574
	Iteration 10Q: 3 clusters Score -541693.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -541726.437500 Penalty: 4278.163574
	Iteration 11Q: 3 clusters Score -541726.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -541758.125000 Penalty: 4278.163574
	Iteration 12Q: 3 clusters Score -541758.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -541784.312500 Penalty: 4278.163574
	Iteration 13Q: 3 clusters Score -541784.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -541803.375000 Penalty: 4278.163574
	Iteration 14Q: 3 clusters Score -541803.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -541822.375000 Penalty: 4278.163574
	Iteration 15Q: 3 clusters Score -541822.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -541837.500000 Penalty: 4278.163574
	Iteration 16Q: 3 clusters Score -541837.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -541853.437500 Penalty: 4278.163574
	Iteration 17Q: 3 clusters Score -541853.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -541866.062500 Penalty: 4278.163574
	Iteration 18Q: 3 clusters Score -541866.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -541877.125000 Penalty: 4278.163574
	Iteration 19Q: 3 clusters Score -541877.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -541888.562500 Penalty: 4278.163574
	Iteration 20F: 3 clusters Score -541888.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -541899.312500 Penalty: 4278.163574
	Iteration 21Q: 3 clusters Score -541899.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -541904.687500 Penalty: 4278.163574
	Iteration 22Q: 3 clusters Score -541904.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -541908.625000 Penalty: 4278.163574
	Iteration 23Q: 3 clusters Score -541908.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -541910.375000 Penalty: 4278.163574
	Iteration 24Q: 3 clusters Score -541910.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -541912.000000 Penalty: 4278.163574
	Iteration 25Q: 3 clusters Score -541912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -541911.937500 Penalty: 4278.163574
	Iteration 26Q: 3 clusters Score -541911.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -541913.312500 Penalty: 4278.163574
	Iteration 27Q: 3 clusters Score -541913.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -541914.250000 Penalty: 4278.163574
	Iteration 28Q: 3 clusters Score -541914.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -541915.562500 Penalty: 4278.163574
	Iteration 29Q: 3 clusters Score -541915.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -541916.562500 Penalty: 4278.163574
	Iteration 30Q: 3 clusters Score -541916.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -541917.125000 Penalty: 4278.163574
	Iteration 31Q: 3 clusters Score -541917.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -541916.500000 Penalty: 4278.163574
	Iteration 32Q: 3 clusters Score -541916.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -541918.312500 Penalty: 4278.163574
	Iteration 33Q: 3 clusters Score -541918.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -541919.625000 Penalty: 4278.163574
	Iteration 34Q: 3 clusters Score -541919.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -541920.187500 Penalty: 4278.163574
	Iteration 35Q: 3 clusters Score -541920.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -541919.562500 Penalty: 4278.163574
	Iteration 36Q: 3 clusters Score -541919.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -541922.375000 Penalty: 4278.163574
	Iteration 37Q: 3 clusters Score -541922.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -541923.937500 Penalty: 4278.163574
	Iteration 38Q: 3 clusters Score -541923.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -541926.312500 Penalty: 4278.163574
	Iteration 39Q: 3 clusters Score -541926.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -541928.000000 Penalty: 4278.163574
	Iteration 40F: 3 clusters Score -541928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -541933.125000 Penalty: 4278.163574
	Iteration 41Q: 3 clusters Score -541933.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -541937.562500 Penalty: 4278.163574
	Iteration 42Q: 3 clusters Score -541937.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -541939.187500 Penalty: 4278.163574
	Iteration 43Q: 3 clusters Score -541939.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -541939.937500 Penalty: 4278.163574
	Iteration 44Q: 3 clusters Score -541939.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -541940.750000 Penalty: 4278.163574
	Iteration 45Q: 3 clusters Score -541940.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -541940.750000 Penalty: 4278.163574
	Iteration 46F: 3 clusters Score -541940.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (18189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Entering Unmasked Estep 
Score: -1749290.625000 Penalty: 2432.526123
	Iteration 0F: 2 clusters Score -1749291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1736313.750000 Penalty: 4865.052246
	Iteration 0F: 3 clusters Score -1736314 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1740684.000000 Penalty: 4865.052246
	Iteration 1F: 3 clusters Score -1740684 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1741278.125000 Penalty: 4865.052246
	Iteration 2F: 3 clusters Score -1741278 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1741836.500000 Penalty: 4865.052246
	Iteration 3F: 3 clusters Score -1741836 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1742406.750000 Penalty: 4865.052246
	Iteration 4F: 3 clusters Score -1742407 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1743010.875000 Penalty: 4865.052246
	Iteration 5F: 3 clusters Score -1743011 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1743705.125000 Penalty: 4865.052246
	Iteration 6F: 3 clusters Score -1743705 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1744491.500000 Penalty: 4865.052246
	Iteration 7F: 3 clusters Score -1744492 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1745269.625000 Penalty: 4865.052246
	Iteration 8F: 3 clusters Score -1745270 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1746090.375000 Penalty: 4865.052246
	Iteration 9Q: 3 clusters Score -1746090 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1746689.375000 Penalty: 4865.052246
	Iteration 10Q: 3 clusters Score -1746689 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1747035.375000 Penalty: 4865.052246
	Iteration 11Q: 3 clusters Score -1747035 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1747256.375000 Penalty: 4865.052246
	Iteration 12Q: 3 clusters Score -1747256 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1747405.375000 Penalty: 4865.052246
	Iteration 13Q: 3 clusters Score -1747405 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1747520.500000 Penalty: 4865.052246
	Iteration 14Q: 3 clusters Score -1747520 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1747602.625000 Penalty: 4865.052246
	Iteration 15Q: 3 clusters Score -1747603 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1747691.500000 Penalty: 4865.052246
	Iteration 16Q: 3 clusters Score -1747692 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1747781.000000 Penalty: 4865.052246
	Iteration 17Q: 3 clusters Score -1747781 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1747852.000000 Penalty: 4865.052246
	Iteration 18Q: 3 clusters Score -1747852 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1747901.000000 Penalty: 4865.052246
	Iteration 19Q: 3 clusters Score -1747901 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1747947.750000 Penalty: 4865.052246
	Iteration 20F: 3 clusters Score -1747948 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1747974.375000 Penalty: 4865.052246
	Iteration 21Q: 3 clusters Score -1747974 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1748005.500000 Penalty: 4865.052246
	Iteration 22Q: 3 clusters Score -1748006 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1748019.875000 Penalty: 4865.052246
	Iteration 23Q: 3 clusters Score -1748020 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1748035.250000 Penalty: 4865.052246
	Iteration 24Q: 3 clusters Score -1748035 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1748039.625000 Penalty: 4865.052246
	Iteration 25Q: 3 clusters Score -1748040 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1748048.500000 Penalty: 4865.052246
	Iteration 26Q: 3 clusters Score -1748048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1748057.125000 Penalty: 4865.052246
	Iteration 27Q: 3 clusters Score -1748057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1748054.375000 Penalty: 4865.052246
	Iteration 28Q: 3 clusters Score -1748054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1748057.875000 Penalty: 4865.052246
	Iteration 29Q: 3 clusters Score -1748058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1748065.000000 Penalty: 4865.052246
	Iteration 30Q: 3 clusters Score -1748065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1748062.500000 Penalty: 4865.052246
	Iteration 31Q: 3 clusters Score -1748062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1748059.250000 Penalty: 4865.052246
	Iteration 32Q: 3 clusters Score -1748059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1748065.125000 Penalty: 4865.052246
	Iteration 33Q: 3 clusters Score -1748065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1748067.375000 Penalty: 4865.052246
	Iteration 34Q: 3 clusters Score -1748067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1748067.375000 Penalty: 4865.052246
	Iteration 35F: 3 clusters Score -1748067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (16561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Entering Unmasked Estep 
Score: -1774025.125000 Penalty: 2409.271729
	Iteration 0F: 2 clusters Score -1774025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1762102.375000 Penalty: 4818.543457
	Iteration 0F: 3 clusters Score -1762102 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1766158.625000 Penalty: 4818.543457
	Iteration 1F: 3 clusters Score -1766159 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1766604.250000 Penalty: 4818.543457
	Iteration 2F: 3 clusters Score -1766604 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1767039.250000 Penalty: 4818.543457
	Iteration 3F: 3 clusters Score -1767039 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1767544.625000 Penalty: 4818.543457
	Iteration 4F: 3 clusters Score -1767545 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1768245.500000 Penalty: 4818.543457
	Iteration 5F: 3 clusters Score -1768246 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1769025.500000 Penalty: 4818.543457
	Iteration 6F: 3 clusters Score -1769026 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1769901.250000 Penalty: 4818.543457
	Iteration 7F: 3 clusters Score -1769901 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1770681.125000 Penalty: 4818.543457
	Iteration 8F: 3 clusters Score -1770681 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1771177.750000 Penalty: 4818.543457
	Iteration 9Q: 3 clusters Score -1771178 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1771462.000000 Penalty: 4818.543457
	Iteration 10Q: 3 clusters Score -1771462 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1771607.125000 Penalty: 4818.543457
	Iteration 11Q: 3 clusters Score -1771607 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1771695.625000 Penalty: 4818.543457
	Iteration 12Q: 3 clusters Score -1771696 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1771751.125000 Penalty: 4818.543457
	Iteration 13Q: 3 clusters Score -1771751 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1771794.000000 Penalty: 4818.543457
	Iteration 14Q: 3 clusters Score -1771794 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1771814.250000 Penalty: 4818.543457
	Iteration 15Q: 3 clusters Score -1771814 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1771833.625000 Penalty: 4818.543457
	Iteration 16Q: 3 clusters Score -1771834 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1771854.250000 Penalty: 4818.543457
	Iteration 17Q: 3 clusters Score -1771854 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1771870.625000 Penalty: 4818.543457
	Iteration 18Q: 3 clusters Score -1771871 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1771881.000000 Penalty: 4818.543457
	Iteration 19Q: 3 clusters Score -1771881 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1771895.625000 Penalty: 4818.543457
	Iteration 20F: 3 clusters Score -1771896 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1771908.875000 Penalty: 4818.543457
	Iteration 21Q: 3 clusters Score -1771909 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1771926.000000 Penalty: 4818.543457
	Iteration 22Q: 3 clusters Score -1771926 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1771945.625000 Penalty: 4818.543457
	Iteration 23Q: 3 clusters Score -1771946 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1771968.125000 Penalty: 4818.543457
	Iteration 24Q: 3 clusters Score -1771968 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1771985.750000 Penalty: 4818.543457
	Iteration 25Q: 3 clusters Score -1771986 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1772013.250000 Penalty: 4818.543457
	Iteration 26Q: 3 clusters Score -1772013 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1772041.250000 Penalty: 4818.543457
	Iteration 27Q: 3 clusters Score -1772041 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1772061.000000 Penalty: 4818.543457
	Iteration 28Q: 3 clusters Score -1772061 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1772087.500000 Penalty: 4818.543457
	Iteration 29Q: 3 clusters Score -1772088 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1772115.000000 Penalty: 4818.543457
	Iteration 30Q: 3 clusters Score -1772115 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1772141.750000 Penalty: 4818.543457
	Iteration 31Q: 3 clusters Score -1772142 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1772179.125000 Penalty: 4818.543457
	Iteration 32Q: 3 clusters Score -1772179 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1772217.000000 Penalty: 4818.543457
	Iteration 33Q: 3 clusters Score -1772217 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1772263.125000 Penalty: 4818.543457
	Iteration 34Q: 3 clusters Score -1772263 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -1772328.750000 Penalty: 4818.543457
	Iteration 35Q: 3 clusters Score -1772329 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1772413.500000 Penalty: 4818.543457
	Iteration 36Q: 3 clusters Score -1772414 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1772508.500000 Penalty: 4818.543457
	Iteration 37Q: 3 clusters Score -1772508 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1772626.500000 Penalty: 4818.543457
	Iteration 38Q: 3 clusters Score -1772626 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1772720.875000 Penalty: 4818.543457
	Iteration 39Q: 3 clusters Score -1772721 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1772782.625000 Penalty: 4818.543457
	Iteration 40F: 3 clusters Score -1772783 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1772828.375000 Penalty: 4818.543457
	Iteration 41Q: 3 clusters Score -1772828 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -1772848.500000 Penalty: 4818.543457
	Iteration 42Q: 3 clusters Score -1772848 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1772864.125000 Penalty: 4818.543457
	Iteration 43Q: 3 clusters Score -1772864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1772866.125000 Penalty: 4818.543457
	Iteration 44Q: 3 clusters Score -1772866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1772874.625000 Penalty: 4818.543457
	Iteration 45Q: 3 clusters Score -1772875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1772879.375000 Penalty: 4818.543457
	Iteration 46Q: 3 clusters Score -1772879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1772881.750000 Penalty: 4818.543457
	Iteration 47Q: 3 clusters Score -1772882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1772883.125000 Penalty: 4818.543457
	Iteration 48Q: 3 clusters Score -1772883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -1772882.875000 Penalty: 4818.543457
	Iteration 49Q: 3 clusters Score -1772883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1772884.625000 Penalty: 4818.543457
	Iteration 50Q: 3 clusters Score -1772885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1772886.875000 Penalty: 4818.543457
	Iteration 51Q: 3 clusters Score -1772887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1772885.625000 Penalty: 4818.543457
	Iteration 52Q: 3 clusters Score -1772886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1772890.250000 Penalty: 4818.543457
	Iteration 53Q: 3 clusters Score -1772890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -1772892.125000 Penalty: 4818.543457
	Iteration 54Q: 3 clusters Score -1772892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1772894.500000 Penalty: 4818.543457
	Iteration 55Q: 3 clusters Score -1772894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1772895.750000 Penalty: 4818.543457
	Iteration 56Q: 3 clusters Score -1772896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1772894.500000 Penalty: 4818.543457
	Iteration 57Q: 3 clusters Score -1772894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1772895.750000 Penalty: 4818.543457
	Iteration 58Q: 3 clusters Score -1772896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1772894.875000 Penalty: 4818.543457
	Iteration 59Q: 3 clusters Score -1772895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1772897.500000 Penalty: 4818.543457
	Iteration 60F: 3 clusters Score -1772898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1772899.250000 Penalty: 4818.543457
	Iteration 61Q: 3 clusters Score -1772899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1772903.875000 Penalty: 4818.543457
	Iteration 62Q: 3 clusters Score -1772904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1772905.125000 Penalty: 4818.543457
	Iteration 63Q: 3 clusters Score -1772905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1772908.625000 Penalty: 4818.543457
	Iteration 64Q: 3 clusters Score -1772909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1772908.625000 Penalty: 4818.543457
	Iteration 65Q: 3 clusters Score -1772909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1772908.750000 Penalty: 4818.543457
	Iteration 66Q: 3 clusters Score -1772909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1772908.750000 Penalty: 4818.543457
	Iteration 67F: 3 clusters Score -1772909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Entering Unmasked Estep 
Score: -1054741.625000 Penalty: 2294.200928
	Iteration 0F: 2 clusters Score -1054742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1046848.375000 Penalty: 4588.401855
	Iteration 0F: 3 clusters Score -1046848 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1049230.375000 Penalty: 4588.401855
	Iteration 1F: 3 clusters Score -1049230 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1049636.500000 Penalty: 4588.401855
	Iteration 2F: 3 clusters Score -1049636 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1049953.000000 Penalty: 4588.401855
	Iteration 3F: 3 clusters Score -1049953 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1050270.750000 Penalty: 4588.401855
	Iteration 4Q: 3 clusters Score -1050271 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1050552.750000 Penalty: 4588.401855
	Iteration 5Q: 3 clusters Score -1050553 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1050772.625000 Penalty: 4588.401855
	Iteration 6Q: 3 clusters Score -1050773 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1050952.375000 Penalty: 4588.401855
	Iteration 7Q: 3 clusters Score -1050952 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1051122.250000 Penalty: 4588.401855
	Iteration 8Q: 3 clusters Score -1051122 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1051272.625000 Penalty: 4588.401855
	Iteration 9Q: 3 clusters Score -1051273 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1051450.000000 Penalty: 4588.401855
	Iteration 10Q: 3 clusters Score -1051450 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1051626.125000 Penalty: 4588.401855
	Iteration 11Q: 3 clusters Score -1051626 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1051786.250000 Penalty: 4588.401855
	Iteration 12Q: 3 clusters Score -1051786 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1051905.625000 Penalty: 4588.401855
	Iteration 13Q: 3 clusters Score -1051906 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1052011.625000 Penalty: 4588.401855
	Iteration 14Q: 3 clusters Score -1052012 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1052098.875000 Penalty: 4588.401855
	Iteration 15Q: 3 clusters Score -1052099 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1052173.250000 Penalty: 4588.401855
	Iteration 16Q: 3 clusters Score -1052173 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1052247.375000 Penalty: 4588.401855
	Iteration 17Q: 3 clusters Score -1052247 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1052311.000000 Penalty: 4588.401855
	Iteration 18Q: 3 clusters Score -1052311 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1052362.375000 Penalty: 4588.401855
	Iteration 19Q: 3 clusters Score -1052362 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1052419.125000 Penalty: 4588.401855
	Iteration 20F: 3 clusters Score -1052419 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1052462.750000 Penalty: 4588.401855
	Iteration 21Q: 3 clusters Score -1052463 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1052506.625000 Penalty: 4588.401855
	Iteration 22Q: 3 clusters Score -1052507 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1052561.000000 Penalty: 4588.401855
	Iteration 23Q: 3 clusters Score -1052561 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1052628.625000 Penalty: 4588.401855
	Iteration 24Q: 3 clusters Score -1052629 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1052689.750000 Penalty: 4588.401855
	Iteration 25Q: 3 clusters Score -1052690 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1052763.500000 Penalty: 4588.401855
	Iteration 26Q: 3 clusters Score -1052764 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1052813.750000 Penalty: 4588.401855
	Iteration 27Q: 3 clusters Score -1052814 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1052846.250000 Penalty: 4588.401855
	Iteration 28Q: 3 clusters Score -1052846 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1052882.375000 Penalty: 4588.401855
	Iteration 29Q: 3 clusters Score -1052882 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1052911.000000 Penalty: 4588.401855
	Iteration 30Q: 3 clusters Score -1052911 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1052932.000000 Penalty: 4588.401855
	Iteration 31Q: 3 clusters Score -1052932 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1052958.750000 Penalty: 4588.401855
	Iteration 32Q: 3 clusters Score -1052959 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1052974.625000 Penalty: 4588.401855
	Iteration 33Q: 3 clusters Score -1052975 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1052991.750000 Penalty: 4588.401855
	Iteration 34Q: 3 clusters Score -1052992 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1053003.500000 Penalty: 4588.401855
	Iteration 35Q: 3 clusters Score -1053004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1053015.375000 Penalty: 4588.401855
	Iteration 36Q: 3 clusters Score -1053015 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1053029.000000 Penalty: 4588.401855
	Iteration 37Q: 3 clusters Score -1053029 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1053038.500000 Penalty: 4588.401855
	Iteration 38Q: 3 clusters Score -1053038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1053051.625000 Penalty: 4588.401855
	Iteration 39Q: 3 clusters Score -1053052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1053062.500000 Penalty: 4588.401855
	Iteration 40F: 3 clusters Score -1053062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1053072.375000 Penalty: 4588.401855
	Iteration 41Q: 3 clusters Score -1053072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1053089.625000 Penalty: 4588.401855
	Iteration 42Q: 3 clusters Score -1053090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1053104.750000 Penalty: 4588.401855
	Iteration 43Q: 3 clusters Score -1053105 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1053115.125000 Penalty: 4588.401855
	Iteration 44Q: 3 clusters Score -1053115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1053126.750000 Penalty: 4588.401855
	Iteration 45Q: 3 clusters Score -1053127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1053135.875000 Penalty: 4588.401855
	Iteration 46Q: 3 clusters Score -1053136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1053145.375000 Penalty: 4588.401855
	Iteration 47Q: 3 clusters Score -1053145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1053147.375000 Penalty: 4588.401855
	Iteration 48Q: 3 clusters Score -1053147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1053150.375000 Penalty: 4588.401855
	Iteration 49Q: 3 clusters Score -1053150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1053153.375000 Penalty: 4588.401855
	Iteration 50Q: 3 clusters Score -1053153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1053153.500000 Penalty: 4588.401855
	Iteration 51Q: 3 clusters Score -1053154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1053153.500000 Penalty: 4588.401855
	Iteration 52F: 3 clusters Score -1053154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Entering Unmasked Estep 
Score: -756395.625000 Penalty: 2192.822510
	Iteration 0F: 2 clusters Score -756395.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -750653.312500 Penalty: 4385.645020
	Iteration 0F: 3 clusters Score -750653.3 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -752161.500000 Penalty: 4385.645020
	Iteration 1F: 3 clusters Score -752161.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -752426.875000 Penalty: 4385.645020
	Iteration 2F: 3 clusters Score -752426.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -752600.500000 Penalty: 4385.645020
	Iteration 3F: 3 clusters Score -752600.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -752719.562500 Penalty: 4385.645020
	Iteration 4Q: 3 clusters Score -752719.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -752861.062500 Penalty: 4385.645020
	Iteration 5Q: 3 clusters Score -752861.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -752991.125000 Penalty: 4385.645020
	Iteration 6Q: 3 clusters Score -752991.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -753120.187500 Penalty: 4385.645020
	Iteration 7Q: 3 clusters Score -753120.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -753257.562500 Penalty: 4385.645020
	Iteration 8Q: 3 clusters Score -753257.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -753426.062500 Penalty: 4385.645020
	Iteration 9Q: 3 clusters Score -753426.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -753578.125000 Penalty: 4385.645020
	Iteration 10Q: 3 clusters Score -753578.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -753758.500000 Penalty: 4385.645020
	Iteration 11Q: 3 clusters Score -753758.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -753903.187500 Penalty: 4385.645020
	Iteration 12Q: 3 clusters Score -753903.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -754013.812500 Penalty: 4385.645020
	Iteration 13Q: 3 clusters Score -754013.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -754100.625000 Penalty: 4385.645020
	Iteration 14Q: 3 clusters Score -754100.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -754168.125000 Penalty: 4385.645020
	Iteration 15Q: 3 clusters Score -754168.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -754219.125000 Penalty: 4385.645020
	Iteration 16Q: 3 clusters Score -754219.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -754248.125000 Penalty: 4385.645020
	Iteration 17Q: 3 clusters Score -754248.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -754273.687500 Penalty: 4385.645020
	Iteration 18Q: 3 clusters Score -754273.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -754297.312500 Penalty: 4385.645020
	Iteration 19Q: 3 clusters Score -754297.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -754319.562500 Penalty: 4385.645020
	Iteration 20F: 3 clusters Score -754319.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -754337.937500 Penalty: 4385.645020
	Iteration 21Q: 3 clusters Score -754337.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -754355.750000 Penalty: 4385.645020
	Iteration 22Q: 3 clusters Score -754355.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -754368.562500 Penalty: 4385.645020
	Iteration 23Q: 3 clusters Score -754368.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -754382.812500 Penalty: 4385.645020
	Iteration 24Q: 3 clusters Score -754382.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -754393.562500 Penalty: 4385.645020
	Iteration 25Q: 3 clusters Score -754393.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -754404.000000 Penalty: 4385.645020
	Iteration 26Q: 3 clusters Score -754404 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -754412.937500 Penalty: 4385.645020
	Iteration 27Q: 3 clusters Score -754412.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -754422.437500 Penalty: 4385.645020
	Iteration 28Q: 3 clusters Score -754422.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -754428.687500 Penalty: 4385.645020
	Iteration 29Q: 3 clusters Score -754428.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -754436.437500 Penalty: 4385.645020
	Iteration 30Q: 3 clusters Score -754436.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -754444.812500 Penalty: 4385.645020
	Iteration 31Q: 3 clusters Score -754444.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -754457.812500 Penalty: 4385.645020
	Iteration 32Q: 3 clusters Score -754457.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -754467.437500 Penalty: 4385.645020
	Iteration 33Q: 3 clusters Score -754467.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -754474.687500 Penalty: 4385.645020
	Iteration 34Q: 3 clusters Score -754474.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -754481.187500 Penalty: 4385.645020
	Iteration 35Q: 3 clusters Score -754481.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -754484.750000 Penalty: 4385.645020
	Iteration 36Q: 3 clusters Score -754484.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -754487.812500 Penalty: 4385.645020
	Iteration 37Q: 3 clusters Score -754487.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -754493.062500 Penalty: 4385.645020
	Iteration 38Q: 3 clusters Score -754493.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -754495.375000 Penalty: 4385.645020
	Iteration 39Q: 3 clusters Score -754495.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -754495.937500 Penalty: 4385.645020
	Iteration 40F: 3 clusters Score -754495.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -754496.000000 Penalty: 4385.645020
	Iteration 41Q: 3 clusters Score -754496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -754496.625000 Penalty: 4385.645020
	Iteration 42Q: 3 clusters Score -754496.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -754498.187500 Penalty: 4385.645020
	Iteration 43Q: 3 clusters Score -754498.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -754499.750000 Penalty: 4385.645020
	Iteration 44Q: 3 clusters Score -754499.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -754498.750000 Penalty: 4385.645020
	Iteration 45Q: 3 clusters Score -754498.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -754498.375000 Penalty: 4385.645020
	Iteration 46Q: 3 clusters Score -754498.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -754498.375000 Penalty: 4385.645020
	Iteration 47F: 3 clusters Score -754498.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Entering Unmasked Estep 
Score: -501937.843750 Penalty: 2094.532715
	Iteration 0F: 2 clusters Score -501937.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -497631.437500 Penalty: 4189.065430
	Iteration 0F: 3 clusters Score -497631.4 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -498596.312500 Penalty: 4189.065430
	Iteration 1F: 3 clusters Score -498596.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -498834.250000 Penalty: 4189.065430
	Iteration 2F: 3 clusters Score -498834.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -499037.531250 Penalty: 4189.065430
	Iteration 3F: 3 clusters Score -499037.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -499297.875000 Penalty: 4189.065430
	Iteration 4Q: 3 clusters Score -499297.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -499702.031250 Penalty: 4189.065430
	Iteration 5F: 3 clusters Score -499702 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -499991.125000 Penalty: 4189.065430
	Iteration 6F: 3 clusters Score -499991.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -500223.468750 Penalty: 4189.065430
	Iteration 7F: 3 clusters Score -500223.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -500422.718750 Penalty: 4189.065430
	Iteration 8Q: 3 clusters Score -500422.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -500579.031250 Penalty: 4189.065430
	Iteration 9Q: 3 clusters Score -500579 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -500702.625000 Penalty: 4189.065430
	Iteration 10Q: 3 clusters Score -500702.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -500794.343750 Penalty: 4189.065430
	Iteration 11Q: 3 clusters Score -500794.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -500850.187500 Penalty: 4189.065430
	Iteration 12Q: 3 clusters Score -500850.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -500900.906250 Penalty: 4189.065430
	Iteration 13Q: 3 clusters Score -500900.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -500940.937500 Penalty: 4189.065430
	Iteration 14Q: 3 clusters Score -500940.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -500974.406250 Penalty: 4189.065430
	Iteration 15Q: 3 clusters Score -500974.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -500989.281250 Penalty: 4189.065430
	Iteration 16Q: 3 clusters Score -500989.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -501003.218750 Penalty: 4189.065430
	Iteration 17Q: 3 clusters Score -501003.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -501015.937500 Penalty: 4189.065430
	Iteration 18Q: 3 clusters Score -501015.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -501027.375000 Penalty: 4189.065430
	Iteration 19Q: 3 clusters Score -501027.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -501034.281250 Penalty: 4189.065430
	Iteration 20F: 3 clusters Score -501034.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -501043.468750 Penalty: 4189.065430
	Iteration 21Q: 3 clusters Score -501043.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -501053.875000 Penalty: 4189.065430
	Iteration 22Q: 3 clusters Score -501053.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -501062.562500 Penalty: 4189.065430
	Iteration 23Q: 3 clusters Score -501062.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -501065.156250 Penalty: 4189.065430
	Iteration 24Q: 3 clusters Score -501065.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -501068.156250 Penalty: 4189.065430
	Iteration 25Q: 3 clusters Score -501068.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -501069.250000 Penalty: 4189.065430
	Iteration 26Q: 3 clusters Score -501069.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -501069.187500 Penalty: 4189.065430
	Iteration 27Q: 3 clusters Score -501069.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -501069.187500 Penalty: 4189.065430
	Iteration 28F: 3 clusters Score -501069.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (12158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Entering Unmasked Estep 
Score: -1319163.625000 Penalty: 2332.624268
	Iteration 0F: 2 clusters Score -1319164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1310033.625000 Penalty: 4665.248535
	Iteration 0F: 3 clusters Score -1310034 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1312852.375000 Penalty: 4665.248535
	Iteration 1F: 3 clusters Score -1312852 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1313155.375000 Penalty: 4665.248535
	Iteration 2F: 3 clusters Score -1313155 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1313374.875000 Penalty: 4665.248535
	Iteration 3Q: 3 clusters Score -1313375 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1313536.375000 Penalty: 4665.248535
	Iteration 4Q: 3 clusters Score -1313536 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1313674.750000 Penalty: 4665.248535
	Iteration 5Q: 3 clusters Score -1313675 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1313772.750000 Penalty: 4665.248535
	Iteration 6Q: 3 clusters Score -1313773 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1313883.625000 Penalty: 4665.248535
	Iteration 7Q: 3 clusters Score -1313884 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1313981.375000 Penalty: 4665.248535
	Iteration 8Q: 3 clusters Score -1313981 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1314075.250000 Penalty: 4665.248535
	Iteration 9Q: 3 clusters Score -1314075 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1314160.125000 Penalty: 4665.248535
	Iteration 10Q: 3 clusters Score -1314160 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1314225.875000 Penalty: 4665.248535
	Iteration 11Q: 3 clusters Score -1314226 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1314290.750000 Penalty: 4665.248535
	Iteration 12Q: 3 clusters Score -1314291 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1314352.125000 Penalty: 4665.248535
	Iteration 13Q: 3 clusters Score -1314352 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1314404.875000 Penalty: 4665.248535
	Iteration 14Q: 3 clusters Score -1314405 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1314465.625000 Penalty: 4665.248535
	Iteration 15Q: 3 clusters Score -1314466 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1314534.625000 Penalty: 4665.248535
	Iteration 16Q: 3 clusters Score -1314535 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1314606.750000 Penalty: 4665.248535
	Iteration 17Q: 3 clusters Score -1314607 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1314691.625000 Penalty: 4665.248535
	Iteration 18Q: 3 clusters Score -1314692 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1314789.000000 Penalty: 4665.248535
	Iteration 19Q: 3 clusters Score -1314789 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1314908.625000 Penalty: 4665.248535
	Iteration 20F: 3 clusters Score -1314909 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1315048.875000 Penalty: 4665.248535
	Iteration 21Q: 3 clusters Score -1315049 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1315188.875000 Penalty: 4665.248535
	Iteration 22Q: 3 clusters Score -1315189 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1315357.375000 Penalty: 4665.248535
	Iteration 23Q: 3 clusters Score -1315357 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1315561.875000 Penalty: 4665.248535
	Iteration 24Q: 3 clusters Score -1315562 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1315772.500000 Penalty: 4665.248535
	Iteration 25Q: 3 clusters Score -1315772 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1315978.125000 Penalty: 4665.248535
	Iteration 26Q: 3 clusters Score -1315978 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1316182.125000 Penalty: 4665.248535
	Iteration 27Q: 3 clusters Score -1316182 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1316339.000000 Penalty: 4665.248535
	Iteration 28Q: 3 clusters Score -1316339 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1316485.625000 Penalty: 4665.248535
	Iteration 29Q: 3 clusters Score -1316486 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1316589.500000 Penalty: 4665.248535
	Iteration 30Q: 3 clusters Score -1316590 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1316681.625000 Penalty: 4665.248535
	Iteration 31Q: 3 clusters Score -1316682 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1316752.250000 Penalty: 4665.248535
	Iteration 32Q: 3 clusters Score -1316752 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1316816.875000 Penalty: 4665.248535
	Iteration 33Q: 3 clusters Score -1316817 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1316878.125000 Penalty: 4665.248535
	Iteration 34Q: 3 clusters Score -1316878 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1316940.125000 Penalty: 4665.248535
	Iteration 35Q: 3 clusters Score -1316940 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1317001.500000 Penalty: 4665.248535
	Iteration 36Q: 3 clusters Score -1317002 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1317049.000000 Penalty: 4665.248535
	Iteration 37Q: 3 clusters Score -1317049 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1317101.000000 Penalty: 4665.248535
	Iteration 38Q: 3 clusters Score -1317101 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1317131.000000 Penalty: 4665.248535
	Iteration 39Q: 3 clusters Score -1317131 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1317160.250000 Penalty: 4665.248535
	Iteration 40F: 3 clusters Score -1317160 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1317185.250000 Penalty: 4665.248535
	Iteration 41Q: 3 clusters Score -1317185 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1317198.625000 Penalty: 4665.248535
	Iteration 42Q: 3 clusters Score -1317199 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1317217.000000 Penalty: 4665.248535
	Iteration 43Q: 3 clusters Score -1317217 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1317232.500000 Penalty: 4665.248535
	Iteration 44Q: 3 clusters Score -1317232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1317253.625000 Penalty: 4665.248535
	Iteration 45Q: 3 clusters Score -1317254 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1317271.500000 Penalty: 4665.248535
	Iteration 46Q: 3 clusters Score -1317272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1317281.750000 Penalty: 4665.248535
	Iteration 47Q: 3 clusters Score -1317282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1317290.875000 Penalty: 4665.248535
	Iteration 48Q: 3 clusters Score -1317291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1317293.875000 Penalty: 4665.248535
	Iteration 49Q: 3 clusters Score -1317294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1317301.625000 Penalty: 4665.248535
	Iteration 50Q: 3 clusters Score -1317302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1317305.500000 Penalty: 4665.248535
	Iteration 51Q: 3 clusters Score -1317306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1317310.250000 Penalty: 4665.248535
	Iteration 52Q: 3 clusters Score -1317310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1317318.750000 Penalty: 4665.248535
	Iteration 53Q: 3 clusters Score -1317319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1317325.250000 Penalty: 4665.248535
	Iteration 54Q: 3 clusters Score -1317325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1317328.875000 Penalty: 4665.248535
	Iteration 55Q: 3 clusters Score -1317329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1317333.375000 Penalty: 4665.248535
	Iteration 56Q: 3 clusters Score -1317333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1317337.000000 Penalty: 4665.248535
	Iteration 57Q: 3 clusters Score -1317337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1317344.500000 Penalty: 4665.248535
	Iteration 58Q: 3 clusters Score -1317344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1317349.000000 Penalty: 4665.248535
	Iteration 59Q: 3 clusters Score -1317349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1317351.875000 Penalty: 4665.248535
	Iteration 60F: 3 clusters Score -1317352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1317352.375000 Penalty: 4665.248535
	Iteration 61Q: 3 clusters Score -1317352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1317351.000000 Penalty: 4665.248535
	Iteration 62Q: 3 clusters Score -1317351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1317352.375000 Penalty: 4665.248535
	Iteration 63Q: 3 clusters Score -1317352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1317356.250000 Penalty: 4665.248535
	Iteration 64Q: 3 clusters Score -1317356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1317355.125000 Penalty: 4665.248535
	Iteration 65Q: 3 clusters Score -1317355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1317356.250000 Penalty: 4665.248535
	Iteration 66Q: 3 clusters Score -1317356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1317356.250000 Penalty: 4665.248535
	Iteration 67F: 3 clusters Score -1317356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (27674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Entering Unmasked Estep 
Score: -3032717.750000 Penalty: 2536.605713
	Iteration 0F: 2 clusters Score -3032718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -3013628.750000 Penalty: 5073.211426
	Iteration 0F: 3 clusters Score -3013629 nChanged 12386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -3020195.000000 Penalty: 5073.211426
	Iteration 1F: 3 clusters Score -3020195 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -3020711.000000 Penalty: 5073.211426
	Iteration 2F: 3 clusters Score -3020711 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -3021218.000000 Penalty: 5073.211426
	Iteration 3Q: 3 clusters Score -3021218 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -3021713.250000 Penalty: 5073.211426
	Iteration 4Q: 3 clusters Score -3021713 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -3022213.250000 Penalty: 5073.211426
	Iteration 5Q: 3 clusters Score -3022213 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -3022725.750000 Penalty: 5073.211426
	Iteration 6Q: 3 clusters Score -3022726 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -3023308.250000 Penalty: 5073.211426
	Iteration 7Q: 3 clusters Score -3023308 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -3023891.250000 Penalty: 5073.211426
	Iteration 8Q: 3 clusters Score -3023891 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -3024426.750000 Penalty: 5073.211426
	Iteration 9Q: 3 clusters Score -3024427 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -3024941.500000 Penalty: 5073.211426
	Iteration 10Q: 3 clusters Score -3024942 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -3025421.500000 Penalty: 5073.211426
	Iteration 11Q: 3 clusters Score -3025422 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -3025915.250000 Penalty: 5073.211426
	Iteration 12Q: 3 clusters Score -3025915 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -3026448.000000 Penalty: 5073.211426
	Iteration 13Q: 3 clusters Score -3026448 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -3026948.250000 Penalty: 5073.211426
	Iteration 14Q: 3 clusters Score -3026948 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -3027389.750000 Penalty: 5073.211426
	Iteration 15Q: 3 clusters Score -3027390 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -3027734.250000 Penalty: 5073.211426
	Iteration 16Q: 3 clusters Score -3027734 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -3027974.500000 Penalty: 5073.211426
	Iteration 17Q: 3 clusters Score -3027974 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -3028132.750000 Penalty: 5073.211426
	Iteration 18Q: 3 clusters Score -3028133 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -3028205.750000 Penalty: 5073.211426
	Iteration 19Q: 3 clusters Score -3028206 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -3028266.250000 Penalty: 5073.211426
	Iteration 20F: 3 clusters Score -3028266 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -3028322.750000 Penalty: 5073.211426
	Iteration 21Q: 3 clusters Score -3028323 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -3028367.250000 Penalty: 5073.211426
	Iteration 22Q: 3 clusters Score -3028367 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -3028417.250000 Penalty: 5073.211426
	Iteration 23Q: 3 clusters Score -3028417 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -3028444.750000 Penalty: 5073.211426
	Iteration 24Q: 3 clusters Score -3028445 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -3028477.500000 Penalty: 5073.211426
	Iteration 25Q: 3 clusters Score -3028478 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -3028499.500000 Penalty: 5073.211426
	Iteration 26Q: 3 clusters Score -3028500 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -3028551.500000 Penalty: 5073.211426
	Iteration 27Q: 3 clusters Score -3028552 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -3028585.250000 Penalty: 5073.211426
	Iteration 28Q: 3 clusters Score -3028585 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -3028601.500000 Penalty: 5073.211426
	Iteration 29Q: 3 clusters Score -3028602 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -3028627.000000 Penalty: 5073.211426
	Iteration 30Q: 3 clusters Score -3028627 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -3028668.250000 Penalty: 5073.211426
	Iteration 31Q: 3 clusters Score -3028668 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -3028713.500000 Penalty: 5073.211426
	Iteration 32Q: 3 clusters Score -3028714 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -3028767.000000 Penalty: 5073.211426
	Iteration 33Q: 3 clusters Score -3028767 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -3028831.250000 Penalty: 5073.211426
	Iteration 34Q: 3 clusters Score -3028831 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -3028913.750000 Penalty: 5073.211426
	Iteration 35Q: 3 clusters Score -3028914 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -3029008.250000 Penalty: 5073.211426
	Iteration 36Q: 3 clusters Score -3029008 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -3029151.250000 Penalty: 5073.211426
	Iteration 37Q: 3 clusters Score -3029151 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -3029326.750000 Penalty: 5073.211426
	Iteration 38Q: 3 clusters Score -3029327 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -3029493.000000 Penalty: 5073.211426
	Iteration 39Q: 3 clusters Score -3029493 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -3029657.500000 Penalty: 5073.211426
	Iteration 40F: 3 clusters Score -3029658 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -3029771.750000 Penalty: 5073.211426
	Iteration 41Q: 3 clusters Score -3029772 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -3029878.250000 Penalty: 5073.211426
	Iteration 42Q: 3 clusters Score -3029878 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -3029976.000000 Penalty: 5073.211426
	Iteration 43Q: 3 clusters Score -3029976 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -3030052.250000 Penalty: 5073.211426
	Iteration 44Q: 3 clusters Score -3030052 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -3030101.000000 Penalty: 5073.211426
	Iteration 45Q: 3 clusters Score -3030101 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -3030140.000000 Penalty: 5073.211426
	Iteration 46Q: 3 clusters Score -3030140 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -3030171.000000 Penalty: 5073.211426
	Iteration 47Q: 3 clusters Score -3030171 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -3030209.250000 Penalty: 5073.211426
	Iteration 48Q: 3 clusters Score -3030209 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -3030232.250000 Penalty: 5073.211426
	Iteration 49Q: 3 clusters Score -3030232 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -3030248.500000 Penalty: 5073.211426
	Iteration 50Q: 3 clusters Score -3030248 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -3030279.750000 Penalty: 5073.211426
	Iteration 51Q: 3 clusters Score -3030280 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -3030289.500000 Penalty: 5073.211426
	Iteration 52Q: 3 clusters Score -3030290 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -3030320.000000 Penalty: 5073.211426
	Iteration 53Q: 3 clusters Score -3030320 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -3030340.750000 Penalty: 5073.211426
	Iteration 54Q: 3 clusters Score -3030341 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -3030350.000000 Penalty: 5073.211426
	Iteration 55Q: 3 clusters Score -3030350 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -3030364.750000 Penalty: 5073.211426
	Iteration 56Q: 3 clusters Score -3030365 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -3030381.250000 Penalty: 5073.211426
	Iteration 57Q: 3 clusters Score -3030381 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -3030388.250000 Penalty: 5073.211426
	Iteration 58Q: 3 clusters Score -3030388 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -3030397.750000 Penalty: 5073.211426
	Iteration 59Q: 3 clusters Score -3030398 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -3030414.750000 Penalty: 5073.211426
	Iteration 60F: 3 clusters Score -3030415 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -3030431.500000 Penalty: 5073.211426
	Iteration 61Q: 3 clusters Score -3030432 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -3030431.250000 Penalty: 5073.211426
	Iteration 62Q: 3 clusters Score -3030431 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -3030435.500000 Penalty: 5073.211426
	Iteration 63Q: 3 clusters Score -3030436 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -3030442.000000 Penalty: 5073.211426
	Iteration 64Q: 3 clusters Score -3030442 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -3030444.500000 Penalty: 5073.211426
	Iteration 65Q: 3 clusters Score -3030444 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -3030458.500000 Penalty: 5073.211426
	Iteration 66Q: 3 clusters Score -3030458 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -3030462.500000 Penalty: 5073.211426
	Iteration 67Q: 3 clusters Score -3030462 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -3030475.000000 Penalty: 5073.211426
	Iteration 68Q: 3 clusters Score -3030475 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -3030483.250000 Penalty: 5073.211426
	Iteration 69Q: 3 clusters Score -3030483 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -3030483.500000 Penalty: 5073.211426
	Iteration 70Q: 3 clusters Score -3030484 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -3030501.000000 Penalty: 5073.211426
	Iteration 71Q: 3 clusters Score -3030501 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -3030515.750000 Penalty: 5073.211426
	Iteration 72Q: 3 clusters Score -3030516 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -3030510.000000 Penalty: 5073.211426
	Iteration 73Q: 3 clusters Score -3030510 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -3030515.000000 Penalty: 5073.211426
	Iteration 74Q: 3 clusters Score -3030515 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -3030522.750000 Penalty: 5073.211426
	Iteration 75Q: 3 clusters Score -3030523 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -3030517.500000 Penalty: 5073.211426
	Iteration 76Q: 3 clusters Score -3030518 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -3030519.500000 Penalty: 5073.211426
	Iteration 77Q: 3 clusters Score -3030520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -3030523.500000 Penalty: 5073.211426
	Iteration 78Q: 3 clusters Score -3030524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -3030522.000000 Penalty: 5073.211426
	Iteration 79Q: 3 clusters Score -3030522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -3030518.000000 Penalty: 5073.211426
	Iteration 80F: 3 clusters Score -3030518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -3030525.000000 Penalty: 5073.211426
	Iteration 81Q: 3 clusters Score -3030525 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -3030528.000000 Penalty: 5073.211426
	Iteration 82Q: 3 clusters Score -3030528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -3030531.750000 Penalty: 5073.211426
	Iteration 83Q: 3 clusters Score -3030532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -3030527.750000 Penalty: 5073.211426
	Iteration 84Q: 3 clusters Score -3030528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -3030532.250000 Penalty: 5073.211426
	Iteration 85Q: 3 clusters Score -3030532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -3030543.250000 Penalty: 5073.211426
	Iteration 86Q: 3 clusters Score -3030543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -3030540.750000 Penalty: 5073.211426
	Iteration 87Q: 3 clusters Score -3030541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -3030536.500000 Penalty: 5073.211426
	Iteration 88Q: 3 clusters Score -3030536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -3030542.500000 Penalty: 5073.211426
	Iteration 89Q: 3 clusters Score -3030542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -3030548.250000 Penalty: 5073.211426
	Iteration 90Q: 3 clusters Score -3030548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -3030547.750000 Penalty: 5073.211426
	Iteration 91Q: 3 clusters Score -3030548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -3030546.250000 Penalty: 5073.211426
	Iteration 92Q: 3 clusters Score -3030546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -3030544.250000 Penalty: 5073.211426
	Iteration 93Q: 3 clusters Score -3030544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -3030537.750000 Penalty: 5073.211426
	Iteration 94Q: 3 clusters Score -3030538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -3030545.500000 Penalty: 5073.211426
	Iteration 95Q: 3 clusters Score -3030546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -3030546.000000 Penalty: 5073.211426
	Iteration 96Q: 3 clusters Score -3030546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -3030553.000000 Penalty: 5073.211426
	Iteration 97Q: 3 clusters Score -3030553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -3030553.750000 Penalty: 5073.211426
	Iteration 98Q: 3 clusters Score -3030554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -3030551.250000 Penalty: 5073.211426
	Iteration 99Q: 3 clusters Score -3030551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -3030550.500000 Penalty: 5073.211426
	Iteration 100F: 3 clusters Score -3030550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -3030551.250000 Penalty: 5073.211426
	Iteration 101Q: 3 clusters Score -3030551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -3030554.000000 Penalty: 5073.211426
	Iteration 102Q: 3 clusters Score -3030554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -3030551.250000 Penalty: 5073.211426
	Iteration 103Q: 3 clusters Score -3030551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -3030550.750000 Penalty: 5073.211426
	Iteration 104Q: 3 clusters Score -3030551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -3030547.000000 Penalty: 5073.211426
	Iteration 105Q: 3 clusters Score -3030547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -3030547.750000 Penalty: 5073.211426
	Iteration 106Q: 3 clusters Score -3030548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -3030551.750000 Penalty: 5073.211426
	Iteration 107Q: 3 clusters Score -3030552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -3030553.250000 Penalty: 5073.211426
	Iteration 108Q: 3 clusters Score -3030553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -3030551.250000 Penalty: 5073.211426
	Iteration 109Q: 3 clusters Score -3030551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -3030552.750000 Penalty: 5073.211426
	Iteration 110Q: 3 clusters Score -3030553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -3030545.500000 Penalty: 5073.211426
	Iteration 111Q: 3 clusters Score -3030546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -3030548.500000 Penalty: 5073.211426
	Iteration 112Q: 3 clusters Score -3030548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -3030549.250000 Penalty: 5073.211426
	Iteration 113Q: 3 clusters Score -3030549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -3030549.750000 Penalty: 5073.211426
	Iteration 114Q: 3 clusters Score -3030550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -3030547.750000 Penalty: 5073.211426
	Iteration 115Q: 3 clusters Score -3030548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -3030552.750000 Penalty: 5073.211426
	Iteration 116Q: 3 clusters Score -3030553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -3030552.750000 Penalty: 5073.211426
	Iteration 117Q: 3 clusters Score -3030553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -3030551.250000 Penalty: 5073.211426
	Iteration 118Q: 3 clusters Score -3030551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -3030549.250000 Penalty: 5073.211426
	Iteration 119Q: 3 clusters Score -3030549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -3030546.000000 Penalty: 5073.211426
	Iteration 120F: 3 clusters Score -3030546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -3030550.500000 Penalty: 5073.211426
	Iteration 121Q: 3 clusters Score -3030550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -3030548.000000 Penalty: 5073.211426
	Iteration 122Q: 3 clusters Score -3030548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -3030548.250000 Penalty: 5073.211426
	Iteration 123Q: 3 clusters Score -3030548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -3030547.500000 Penalty: 5073.211426
	Iteration 124Q: 3 clusters Score -3030548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -3030546.750000 Penalty: 5073.211426
	Iteration 125Q: 3 clusters Score -3030547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -3030548.000000 Penalty: 5073.211426
	Iteration 126Q: 3 clusters Score -3030548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -3030547.500000 Penalty: 5073.211426
	Iteration 127Q: 3 clusters Score -3030548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -3030551.500000 Penalty: 5073.211426
	Iteration 128Q: 3 clusters Score -3030552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -3030549.500000 Penalty: 5073.211426
	Iteration 129Q: 3 clusters Score -3030550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -3030548.250000 Penalty: 5073.211426
	Iteration 130Q: 3 clusters Score -3030548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -3030551.500000 Penalty: 5073.211426
	Iteration 131Q: 3 clusters Score -3030552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -3030548.500000 Penalty: 5073.211426
	Iteration 132Q: 3 clusters Score -3030548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -3030550.750000 Penalty: 5073.211426
	Iteration 133Q: 3 clusters Score -3030551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -3030551.750000 Penalty: 5073.211426
	Iteration 134Q: 3 clusters Score -3030552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -3030553.250000 Penalty: 5073.211426
	Iteration 135Q: 3 clusters Score -3030553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -3030550.250000 Penalty: 5073.211426
	Iteration 136Q: 3 clusters Score -3030550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -3030548.750000 Penalty: 5073.211426
	Iteration 137Q: 3 clusters Score -3030549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -3030552.750000 Penalty: 5073.211426
	Iteration 138Q: 3 clusters Score -3030553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -3030553.500000 Penalty: 5073.211426
	Iteration 139Q: 3 clusters Score -3030554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -3030551.250000 Penalty: 5073.211426
	Iteration 140F: 3 clusters Score -3030551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -3030554.000000 Penalty: 5073.211426
	Iteration 141Q: 3 clusters Score -3030554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -3030554.000000 Penalty: 5073.211426
	Iteration 142F: 3 clusters Score -3030554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (20184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Entering Unmasked Estep 
Score: -2200574.250000 Penalty: 2458.335938
	Iteration 0F: 2 clusters Score -2200574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2186300.750000 Penalty: 4916.671875
	Iteration 0F: 3 clusters Score -2186301 nChanged 8939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2191185.000000 Penalty: 4916.671875
	Iteration 1F: 3 clusters Score -2191185 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2191714.750000 Penalty: 4916.671875
	Iteration 2F: 3 clusters Score -2191715 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2192289.000000 Penalty: 4916.671875
	Iteration 3F: 3 clusters Score -2192289 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2192957.000000 Penalty: 4916.671875
	Iteration 4F: 3 clusters Score -2192957 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2193706.500000 Penalty: 4916.671875
	Iteration 5F: 3 clusters Score -2193706 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -2194503.250000 Penalty: 4916.671875
	Iteration 6F: 3 clusters Score -2194503 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2195280.750000 Penalty: 4916.671875
	Iteration 7F: 3 clusters Score -2195281 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2196033.500000 Penalty: 4916.671875
	Iteration 8F: 3 clusters Score -2196034 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2196675.750000 Penalty: 4916.671875
	Iteration 9Q: 3 clusters Score -2196676 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2197162.750000 Penalty: 4916.671875
	Iteration 10Q: 3 clusters Score -2197163 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -2197508.250000 Penalty: 4916.671875
	Iteration 11Q: 3 clusters Score -2197508 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2197764.750000 Penalty: 4916.671875
	Iteration 12Q: 3 clusters Score -2197765 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2198041.750000 Penalty: 4916.671875
	Iteration 13Q: 3 clusters Score -2198042 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2198339.500000 Penalty: 4916.671875
	Iteration 14Q: 3 clusters Score -2198340 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2198641.000000 Penalty: 4916.671875
	Iteration 15Q: 3 clusters Score -2198641 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2198874.250000 Penalty: 4916.671875
	Iteration 16Q: 3 clusters Score -2198874 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2199023.500000 Penalty: 4916.671875
	Iteration 17Q: 3 clusters Score -2199024 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2199164.500000 Penalty: 4916.671875
	Iteration 18Q: 3 clusters Score -2199164 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2199253.750000 Penalty: 4916.671875
	Iteration 19Q: 3 clusters Score -2199254 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2199323.500000 Penalty: 4916.671875
	Iteration 20F: 3 clusters Score -2199324 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2199374.250000 Penalty: 4916.671875
	Iteration 21Q: 3 clusters Score -2199374 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2199405.500000 Penalty: 4916.671875
	Iteration 22Q: 3 clusters Score -2199406 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2199417.000000 Penalty: 4916.671875
	Iteration 23Q: 3 clusters Score -2199417 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2199426.000000 Penalty: 4916.671875
	Iteration 24Q: 3 clusters Score -2199426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2199434.000000 Penalty: 4916.671875
	Iteration 25Q: 3 clusters Score -2199434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2199443.750000 Penalty: 4916.671875
	Iteration 26Q: 3 clusters Score -2199444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2199451.000000 Penalty: 4916.671875
	Iteration 27Q: 3 clusters Score -2199451 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2199454.250000 Penalty: 4916.671875
	Iteration 28Q: 3 clusters Score -2199454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2199456.250000 Penalty: 4916.671875
	Iteration 29Q: 3 clusters Score -2199456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2199460.500000 Penalty: 4916.671875
	Iteration 30Q: 3 clusters Score -2199460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2199461.750000 Penalty: 4916.671875
	Iteration 31Q: 3 clusters Score -2199462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2199463.750000 Penalty: 4916.671875
	Iteration 32Q: 3 clusters Score -2199464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2199464.750000 Penalty: 4916.671875
	Iteration 33Q: 3 clusters Score -2199465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2199463.000000 Penalty: 4916.671875
	Iteration 34Q: 3 clusters Score -2199463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2199461.750000 Penalty: 4916.671875
	Iteration 35Q: 3 clusters Score -2199462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2199461.750000 Penalty: 4916.671875
	Iteration 36Q: 3 clusters Score -2199462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2199463.250000 Penalty: 4916.671875
	Iteration 37Q: 3 clusters Score -2199463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2199461.500000 Penalty: 4916.671875
	Iteration 38Q: 3 clusters Score -2199462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2199463.500000 Penalty: 4916.671875
	Iteration 39Q: 3 clusters Score -2199464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2199461.500000 Penalty: 4916.671875
	Iteration 40F: 3 clusters Score -2199462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2199463.750000 Penalty: 4916.671875
	Iteration 41Q: 3 clusters Score -2199464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2199465.500000 Penalty: 4916.671875
	Iteration 42Q: 3 clusters Score -2199466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2199466.000000 Penalty: 4916.671875
	Iteration 43Q: 3 clusters Score -2199466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2199466.500000 Penalty: 4916.671875
	Iteration 44Q: 3 clusters Score -2199466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2199471.000000 Penalty: 4916.671875
	Iteration 45Q: 3 clusters Score -2199471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2199470.750000 Penalty: 4916.671875
	Iteration 46Q: 3 clusters Score -2199471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2199470.500000 Penalty: 4916.671875
	Iteration 47Q: 3 clusters Score -2199470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2199470.750000 Penalty: 4916.671875
	Iteration 48Q: 3 clusters Score -2199471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2199473.500000 Penalty: 4916.671875
	Iteration 49Q: 3 clusters Score -2199474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2199472.000000 Penalty: 4916.671875
	Iteration 50Q: 3 clusters Score -2199472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2199470.750000 Penalty: 4916.671875
	Iteration 51Q: 3 clusters Score -2199471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2199471.250000 Penalty: 4916.671875
	Iteration 52Q: 3 clusters Score -2199471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2199471.250000 Penalty: 4916.671875
	Iteration 53F: 3 clusters Score -2199471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Entering Unmasked Estep 
Score: -244680.875000 Penalty: 1908.209351
	Iteration 0F: 2 clusters Score -244680.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -241857.000000 Penalty: 3816.418701
	Iteration 0F: 3 clusters Score -241857 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -242362.250000 Penalty: 3816.418701
	Iteration 1F: 3 clusters Score -242362.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -242479.187500 Penalty: 3816.418701
	Iteration 2F: 3 clusters Score -242479.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -242555.953125 Penalty: 3816.418701
	Iteration 3Q: 3 clusters Score -242556 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -242605.296875 Penalty: 3816.418701
	Iteration 4Q: 3 clusters Score -242605.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -242648.390625 Penalty: 3816.418701
	Iteration 5Q: 3 clusters Score -242648.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -242685.625000 Penalty: 3816.418701
	Iteration 6Q: 3 clusters Score -242685.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -242712.500000 Penalty: 3816.418701
	Iteration 7Q: 3 clusters Score -242712.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -242728.734375 Penalty: 3816.418701
	Iteration 8Q: 3 clusters Score -242728.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -242741.375000 Penalty: 3816.418701
	Iteration 9Q: 3 clusters Score -242741.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -242754.203125 Penalty: 3816.418701
	Iteration 10Q: 3 clusters Score -242754.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -242760.937500 Penalty: 3816.418701
	Iteration 11Q: 3 clusters Score -242760.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -242764.437500 Penalty: 3816.418701
	Iteration 12Q: 3 clusters Score -242764.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -242768.484375 Penalty: 3816.418701
	Iteration 13Q: 3 clusters Score -242768.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -242773.265625 Penalty: 3816.418701
	Iteration 14Q: 3 clusters Score -242773.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -242775.875000 Penalty: 3816.418701
	Iteration 15Q: 3 clusters Score -242775.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -242778.484375 Penalty: 3816.418701
	Iteration 16Q: 3 clusters Score -242778.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -242779.187500 Penalty: 3816.418701
	Iteration 17Q: 3 clusters Score -242779.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -242780.468750 Penalty: 3816.418701
	Iteration 18Q: 3 clusters Score -242780.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -242780.765625 Penalty: 3816.418701
	Iteration 19Q: 3 clusters Score -242780.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -242782.218750 Penalty: 3816.418701
	Iteration 20F: 3 clusters Score -242782.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Entering Unmasked Estep 
Score: -953425.312500 Penalty: 2253.249512
	Iteration 0F: 2 clusters Score -953425.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -946476.625000 Penalty: 4506.499023
	Iteration 0F: 3 clusters Score -946476.6 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -948410.937500 Penalty: 4506.499023
	Iteration 1F: 3 clusters Score -948410.9 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -948773.187500 Penalty: 4506.499023
	Iteration 2F: 3 clusters Score -948773.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -949180.562500 Penalty: 4506.499023
	Iteration 3F: 3 clusters Score -949180.6 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -949641.125000 Penalty: 4506.499023
	Iteration 4F: 3 clusters Score -949641.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -950167.250000 Penalty: 4506.499023
	Iteration 5F: 3 clusters Score -950167.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -950629.562500 Penalty: 4506.499023
	Iteration 6F: 3 clusters Score -950629.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -950991.562500 Penalty: 4506.499023
	Iteration 7F: 3 clusters Score -950991.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -951241.812500 Penalty: 4506.499023
	Iteration 8Q: 3 clusters Score -951241.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -951410.937500 Penalty: 4506.499023
	Iteration 9Q: 3 clusters Score -951410.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -951520.187500 Penalty: 4506.499023
	Iteration 10Q: 3 clusters Score -951520.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -951582.750000 Penalty: 4506.499023
	Iteration 11Q: 3 clusters Score -951582.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -951613.312500 Penalty: 4506.499023
	Iteration 12Q: 3 clusters Score -951613.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -951628.375000 Penalty: 4506.499023
	Iteration 13Q: 3 clusters Score -951628.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -951636.250000 Penalty: 4506.499023
	Iteration 14Q: 3 clusters Score -951636.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -951638.437500 Penalty: 4506.499023
	Iteration 15Q: 3 clusters Score -951638.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -951641.500000 Penalty: 4506.499023
	Iteration 16Q: 3 clusters Score -951641.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -951644.312500 Penalty: 4506.499023
	Iteration 17Q: 3 clusters Score -951644.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -951643.375000 Penalty: 4506.499023
	Iteration 18Q: 3 clusters Score -951643.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -951647.187500 Penalty: 4506.499023
	Iteration 19Q: 3 clusters Score -951647.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -951645.812500 Penalty: 4506.499023
	Iteration 20F: 3 clusters Score -951645.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -951647.625000 Penalty: 4506.499023
	Iteration 21Q: 3 clusters Score -951647.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -951648.375000 Penalty: 4506.499023
	Iteration 22Q: 3 clusters Score -951648.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -951647.187500 Penalty: 4506.499023
	Iteration 23Q: 3 clusters Score -951647.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -951647.187500 Penalty: 4506.499023
	Iteration 24F: 3 clusters Score -951647.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Entering Unmasked Estep 
Score: -350397.500000 Penalty: 2009.291382
	Iteration 0F: 2 clusters Score -350397.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -346947.625000 Penalty: 4018.582764
	Iteration 0F: 3 clusters Score -346947.6 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -347733.875000 Penalty: 4018.582764
	Iteration 1F: 3 clusters Score -347733.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -347973.343750 Penalty: 4018.582764
	Iteration 2F: 3 clusters Score -347973.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -348129.656250 Penalty: 4018.582764
	Iteration 3F: 3 clusters Score -348129.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -348254.187500 Penalty: 4018.582764
	Iteration 4Q: 3 clusters Score -348254.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -348336.218750 Penalty: 4018.582764
	Iteration 5Q: 3 clusters Score -348336.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -348401.312500 Penalty: 4018.582764
	Iteration 6Q: 3 clusters Score -348401.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -348456.968750 Penalty: 4018.582764
	Iteration 7Q: 3 clusters Score -348457 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -348502.250000 Penalty: 4018.582764
	Iteration 8Q: 3 clusters Score -348502.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -348539.343750 Penalty: 4018.582764
	Iteration 9Q: 3 clusters Score -348539.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -348573.156250 Penalty: 4018.582764
	Iteration 10Q: 3 clusters Score -348573.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -348598.875000 Penalty: 4018.582764
	Iteration 11Q: 3 clusters Score -348598.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -348620.218750 Penalty: 4018.582764
	Iteration 12Q: 3 clusters Score -348620.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -348640.875000 Penalty: 4018.582764
	Iteration 13Q: 3 clusters Score -348640.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -348656.031250 Penalty: 4018.582764
	Iteration 14Q: 3 clusters Score -348656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -348667.750000 Penalty: 4018.582764
	Iteration 15Q: 3 clusters Score -348667.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -348681.187500 Penalty: 4018.582764
	Iteration 16Q: 3 clusters Score -348681.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -348695.250000 Penalty: 4018.582764
	Iteration 17Q: 3 clusters Score -348695.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -348710.437500 Penalty: 4018.582764
	Iteration 18Q: 3 clusters Score -348710.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -348720.000000 Penalty: 4018.582764
	Iteration 19Q: 3 clusters Score -348720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -348726.750000 Penalty: 4018.582764
	Iteration 20F: 3 clusters Score -348726.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -348733.437500 Penalty: 4018.582764
	Iteration 21Q: 3 clusters Score -348733.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -348737.718750 Penalty: 4018.582764
	Iteration 22Q: 3 clusters Score -348737.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -348742.937500 Penalty: 4018.582764
	Iteration 23Q: 3 clusters Score -348742.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -348747.687500 Penalty: 4018.582764
	Iteration 24Q: 3 clusters Score -348747.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -348751.031250 Penalty: 4018.582764
	Iteration 25Q: 3 clusters Score -348751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -348755.218750 Penalty: 4018.582764
	Iteration 26Q: 3 clusters Score -348755.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -348759.468750 Penalty: 4018.582764
	Iteration 27Q: 3 clusters Score -348759.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -348764.125000 Penalty: 4018.582764
	Iteration 28Q: 3 clusters Score -348764.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -348767.187500 Penalty: 4018.582764
	Iteration 29Q: 3 clusters Score -348767.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -348770.000000 Penalty: 4018.582764
	Iteration 30Q: 3 clusters Score -348770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -348774.437500 Penalty: 4018.582764
	Iteration 31Q: 3 clusters Score -348774.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -348777.750000 Penalty: 4018.582764
	Iteration 32Q: 3 clusters Score -348777.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -348781.031250 Penalty: 4018.582764
	Iteration 33Q: 3 clusters Score -348781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -348782.687500 Penalty: 4018.582764
	Iteration 34Q: 3 clusters Score -348782.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -348785.062500 Penalty: 4018.582764
	Iteration 35Q: 3 clusters Score -348785.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -348786.562500 Penalty: 4018.582764
	Iteration 36Q: 3 clusters Score -348786.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -348787.281250 Penalty: 4018.582764
	Iteration 37Q: 3 clusters Score -348787.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -348787.750000 Penalty: 4018.582764
	Iteration 38Q: 3 clusters Score -348787.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -348788.218750 Penalty: 4018.582764
	Iteration 39Q: 3 clusters Score -348788.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -348788.218750 Penalty: 4018.582764
	Iteration 40F: 3 clusters Score -348788.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Entering Unmasked Estep 
Score: -1630065.000000 Penalty: 2411.730469
	Iteration 0F: 2 clusters Score -1630065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1618246.625000 Penalty: 4823.460938
	Iteration 0F: 3 clusters Score -1618247 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1622211.500000 Penalty: 4823.460938
	Iteration 1F: 3 clusters Score -1622212 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1622836.375000 Penalty: 4823.460938
	Iteration 2F: 3 clusters Score -1622836 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1623452.875000 Penalty: 4823.460938
	Iteration 3F: 3 clusters Score -1623453 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1624040.250000 Penalty: 4823.460938
	Iteration 4F: 3 clusters Score -1624040 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1624617.875000 Penalty: 4823.460938
	Iteration 5F: 3 clusters Score -1624618 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1625108.625000 Penalty: 4823.460938
	Iteration 6F: 3 clusters Score -1625109 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1625526.000000 Penalty: 4823.460938
	Iteration 7Q: 3 clusters Score -1625526 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1625859.625000 Penalty: 4823.460938
	Iteration 8Q: 3 clusters Score -1625860 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1626123.625000 Penalty: 4823.460938
	Iteration 9Q: 3 clusters Score -1626124 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1626328.750000 Penalty: 4823.460938
	Iteration 10Q: 3 clusters Score -1626329 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1626545.750000 Penalty: 4823.460938
	Iteration 11Q: 3 clusters Score -1626546 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1626762.625000 Penalty: 4823.460938
	Iteration 12Q: 3 clusters Score -1626763 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1626959.375000 Penalty: 4823.460938
	Iteration 13Q: 3 clusters Score -1626959 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1627145.250000 Penalty: 4823.460938
	Iteration 14Q: 3 clusters Score -1627145 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1627309.375000 Penalty: 4823.460938
	Iteration 15Q: 3 clusters Score -1627309 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1627421.250000 Penalty: 4823.460938
	Iteration 16Q: 3 clusters Score -1627421 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1627525.750000 Penalty: 4823.460938
	Iteration 17Q: 3 clusters Score -1627526 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1627602.250000 Penalty: 4823.460938
	Iteration 18Q: 3 clusters Score -1627602 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1627663.375000 Penalty: 4823.460938
	Iteration 19Q: 3 clusters Score -1627663 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1627716.625000 Penalty: 4823.460938
	Iteration 20F: 3 clusters Score -1627717 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1627757.125000 Penalty: 4823.460938
	Iteration 21Q: 3 clusters Score -1627757 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1627790.875000 Penalty: 4823.460938
	Iteration 22Q: 3 clusters Score -1627791 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1627822.250000 Penalty: 4823.460938
	Iteration 23Q: 3 clusters Score -1627822 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1627851.875000 Penalty: 4823.460938
	Iteration 24Q: 3 clusters Score -1627852 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1627876.000000 Penalty: 4823.460938
	Iteration 25Q: 3 clusters Score -1627876 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1627893.125000 Penalty: 4823.460938
	Iteration 26Q: 3 clusters Score -1627893 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1627923.125000 Penalty: 4823.460938
	Iteration 27Q: 3 clusters Score -1627923 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1627950.375000 Penalty: 4823.460938
	Iteration 28Q: 3 clusters Score -1627950 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1627970.625000 Penalty: 4823.460938
	Iteration 29Q: 3 clusters Score -1627971 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1627990.625000 Penalty: 4823.460938
	Iteration 30Q: 3 clusters Score -1627991 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1628009.500000 Penalty: 4823.460938
	Iteration 31Q: 3 clusters Score -1628010 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1628029.000000 Penalty: 4823.460938
	Iteration 32Q: 3 clusters Score -1628029 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1628050.250000 Penalty: 4823.460938
	Iteration 33Q: 3 clusters Score -1628050 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1628064.750000 Penalty: 4823.460938
	Iteration 34Q: 3 clusters Score -1628065 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1628082.125000 Penalty: 4823.460938
	Iteration 35Q: 3 clusters Score -1628082 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1628101.500000 Penalty: 4823.460938
	Iteration 36Q: 3 clusters Score -1628102 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1628117.875000 Penalty: 4823.460938
	Iteration 37Q: 3 clusters Score -1628118 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1628137.000000 Penalty: 4823.460938
	Iteration 38Q: 3 clusters Score -1628137 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1628153.125000 Penalty: 4823.460938
	Iteration 39Q: 3 clusters Score -1628153 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1628168.875000 Penalty: 4823.460938
	Iteration 40F: 3 clusters Score -1628169 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1628182.625000 Penalty: 4823.460938
	Iteration 41Q: 3 clusters Score -1628183 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1628199.250000 Penalty: 4823.460938
	Iteration 42Q: 3 clusters Score -1628199 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1628206.375000 Penalty: 4823.460938
	Iteration 43Q: 3 clusters Score -1628206 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1628211.625000 Penalty: 4823.460938
	Iteration 44Q: 3 clusters Score -1628212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1628222.500000 Penalty: 4823.460938
	Iteration 45Q: 3 clusters Score -1628222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1628227.875000 Penalty: 4823.460938
	Iteration 46Q: 3 clusters Score -1628228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1628230.750000 Penalty: 4823.460938
	Iteration 47Q: 3 clusters Score -1628231 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1628237.875000 Penalty: 4823.460938
	Iteration 48Q: 3 clusters Score -1628238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1628243.500000 Penalty: 4823.460938
	Iteration 49Q: 3 clusters Score -1628244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1628245.500000 Penalty: 4823.460938
	Iteration 50Q: 3 clusters Score -1628246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1628254.500000 Penalty: 4823.460938
	Iteration 51Q: 3 clusters Score -1628254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1628258.875000 Penalty: 4823.460938
	Iteration 52Q: 3 clusters Score -1628259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1628268.500000 Penalty: 4823.460938
	Iteration 53Q: 3 clusters Score -1628268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1628273.125000 Penalty: 4823.460938
	Iteration 54Q: 3 clusters Score -1628273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1628277.500000 Penalty: 4823.460938
	Iteration 55Q: 3 clusters Score -1628278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1628279.625000 Penalty: 4823.460938
	Iteration 56Q: 3 clusters Score -1628280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1628282.000000 Penalty: 4823.460938
	Iteration 57Q: 3 clusters Score -1628282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1628282.375000 Penalty: 4823.460938
	Iteration 58Q: 3 clusters Score -1628282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1628290.625000 Penalty: 4823.460938
	Iteration 59Q: 3 clusters Score -1628291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1628293.750000 Penalty: 4823.460938
	Iteration 60F: 3 clusters Score -1628294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1628299.750000 Penalty: 4823.460938
	Iteration 61Q: 3 clusters Score -1628300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1628298.125000 Penalty: 4823.460938
	Iteration 62Q: 3 clusters Score -1628298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1628299.875000 Penalty: 4823.460938
	Iteration 63Q: 3 clusters Score -1628300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1628299.250000 Penalty: 4823.460938
	Iteration 64Q: 3 clusters Score -1628299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1628300.250000 Penalty: 4823.460938
	Iteration 65Q: 3 clusters Score -1628300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1628302.750000 Penalty: 4823.460938
	Iteration 66Q: 3 clusters Score -1628303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1628300.750000 Penalty: 4823.460938
	Iteration 67Q: 3 clusters Score -1628301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1628299.375000 Penalty: 4823.460938
	Iteration 68Q: 3 clusters Score -1628299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1628302.250000 Penalty: 4823.460938
	Iteration 69Q: 3 clusters Score -1628302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1628300.875000 Penalty: 4823.460938
	Iteration 70Q: 3 clusters Score -1628301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1628304.375000 Penalty: 4823.460938
	Iteration 71Q: 3 clusters Score -1628304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1628301.625000 Penalty: 4823.460938
	Iteration 72Q: 3 clusters Score -1628302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1628300.625000 Penalty: 4823.460938
	Iteration 73Q: 3 clusters Score -1628301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1628304.000000 Penalty: 4823.460938
	Iteration 74Q: 3 clusters Score -1628304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1628303.375000 Penalty: 4823.460938
	Iteration 75Q: 3 clusters Score -1628303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1628302.250000 Penalty: 4823.460938
	Iteration 76Q: 3 clusters Score -1628302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1628308.000000 Penalty: 4823.460938
	Iteration 77Q: 3 clusters Score -1628308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1628307.875000 Penalty: 4823.460938
	Iteration 78Q: 3 clusters Score -1628308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1628310.250000 Penalty: 4823.460938
	Iteration 79Q: 3 clusters Score -1628310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1628310.250000 Penalty: 4823.460938
	Iteration 80F: 3 clusters Score -1628310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1628311.875000 Penalty: 4823.460938
	Iteration 81Q: 3 clusters Score -1628312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1628311.625000 Penalty: 4823.460938
	Iteration 82Q: 3 clusters Score -1628312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1628310.750000 Penalty: 4823.460938
	Iteration 83Q: 3 clusters Score -1628311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1628314.875000 Penalty: 4823.460938
	Iteration 84Q: 3 clusters Score -1628315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1628315.250000 Penalty: 4823.460938
	Iteration 85Q: 3 clusters Score -1628315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1628316.500000 Penalty: 4823.460938
	Iteration 86Q: 3 clusters Score -1628316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1628318.375000 Penalty: 4823.460938
	Iteration 87Q: 3 clusters Score -1628318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1628319.500000 Penalty: 4823.460938
	Iteration 88Q: 3 clusters Score -1628320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1628321.625000 Penalty: 4823.460938
	Iteration 89Q: 3 clusters Score -1628322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1628320.250000 Penalty: 4823.460938
	Iteration 90Q: 3 clusters Score -1628320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1628321.750000 Penalty: 4823.460938
	Iteration 91Q: 3 clusters Score -1628322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1628324.250000 Penalty: 4823.460938
	Iteration 92Q: 3 clusters Score -1628324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1628326.250000 Penalty: 4823.460938
	Iteration 93Q: 3 clusters Score -1628326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1628325.125000 Penalty: 4823.460938
	Iteration 94Q: 3 clusters Score -1628325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1628329.000000 Penalty: 4823.460938
	Iteration 95Q: 3 clusters Score -1628329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1628329.625000 Penalty: 4823.460938
	Iteration 96Q: 3 clusters Score -1628330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1628329.625000 Penalty: 4823.460938
	Iteration 97Q: 3 clusters Score -1628330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1628331.125000 Penalty: 4823.460938
	Iteration 98Q: 3 clusters Score -1628331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1628332.500000 Penalty: 4823.460938
	Iteration 99Q: 3 clusters Score -1628332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1628332.500000 Penalty: 4823.460938
	Iteration 100F: 3 clusters Score -1628332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -20697.304688 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -20697.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19447.152344 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -19447.15 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -19606.892578 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -19606.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -19666.923828 Penalty: 2822.418457
	Iteration 2F: 3 clusters Score -19666.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19710.607422 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -19710.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19714.093750 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -19714.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19719.048828 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -19719.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19723.572266 Penalty: 2822.418457
	Iteration 6Q: 3 clusters Score -19723.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19723.572266 Penalty: 2822.418457
	Iteration 7F: 3 clusters Score -19723.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (3648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Entering Unmasked Estep 
Score: -395368.718750 Penalty: 2034.079834
	Iteration 0F: 2 clusters Score -395368.7 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 1825 members 
Entering Unmasked Estep 
Score: -391678.062500 Penalty: 4068.159668
	Iteration 0F: 3 clusters Score -391678.1 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -392451.468750 Penalty: 4068.159668
	Iteration 1F: 3 clusters Score -392451.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -392619.593750 Penalty: 4068.159668
	Iteration 2F: 3 clusters Score -392619.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -392716.031250 Penalty: 4068.159668
	Iteration 3Q: 3 clusters Score -392716 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -392803.500000 Penalty: 4068.159668
	Iteration 4Q: 3 clusters Score -392803.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -392864.062500 Penalty: 4068.159668
	Iteration 5Q: 3 clusters Score -392864.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -392915.125000 Penalty: 4068.159668
	Iteration 6Q: 3 clusters Score -392915.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -392964.031250 Penalty: 4068.159668
	Iteration 7Q: 3 clusters Score -392964 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -393005.500000 Penalty: 4068.159668
	Iteration 8Q: 3 clusters Score -393005.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -393032.531250 Penalty: 4068.159668
	Iteration 9Q: 3 clusters Score -393032.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -393050.562500 Penalty: 4068.159668
	Iteration 10Q: 3 clusters Score -393050.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -393062.375000 Penalty: 4068.159668
	Iteration 11Q: 3 clusters Score -393062.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -393070.625000 Penalty: 4068.159668
	Iteration 12Q: 3 clusters Score -393070.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -393078.968750 Penalty: 4068.159668
	Iteration 13Q: 3 clusters Score -393079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -393085.906250 Penalty: 4068.159668
	Iteration 14Q: 3 clusters Score -393085.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -393093.562500 Penalty: 4068.159668
	Iteration 15Q: 3 clusters Score -393093.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -393100.531250 Penalty: 4068.159668
	Iteration 16Q: 3 clusters Score -393100.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -393105.718750 Penalty: 4068.159668
	Iteration 17Q: 3 clusters Score -393105.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -393112.843750 Penalty: 4068.159668
	Iteration 18Q: 3 clusters Score -393112.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -393116.843750 Penalty: 4068.159668
	Iteration 19Q: 3 clusters Score -393116.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -393122.937500 Penalty: 4068.159668
	Iteration 20F: 3 clusters Score -393122.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -393128.125000 Penalty: 4068.159668
	Iteration 21Q: 3 clusters Score -393128.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -393132.812500 Penalty: 4068.159668
	Iteration 22Q: 3 clusters Score -393132.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -393137.187500 Penalty: 4068.159668
	Iteration 23Q: 3 clusters Score -393137.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -393139.093750 Penalty: 4068.159668
	Iteration 24Q: 3 clusters Score -393139.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -393141.437500 Penalty: 4068.159668
	Iteration 25Q: 3 clusters Score -393141.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -393143.187500 Penalty: 4068.159668
	Iteration 26Q: 3 clusters Score -393143.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -393145.781250 Penalty: 4068.159668
	Iteration 27Q: 3 clusters Score -393145.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -393147.125000 Penalty: 4068.159668
	Iteration 28Q: 3 clusters Score -393147.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -393149.437500 Penalty: 4068.159668
	Iteration 29Q: 3 clusters Score -393149.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -393148.937500 Penalty: 4068.159668
	Iteration 30Q: 3 clusters Score -393148.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -393150.000000 Penalty: 4068.159668
	Iteration 31Q: 3 clusters Score -393150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -393150.093750 Penalty: 4068.159668
	Iteration 32Q: 3 clusters Score -393150.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -393151.343750 Penalty: 4068.159668
	Iteration 33Q: 3 clusters Score -393151.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -393152.531250 Penalty: 4068.159668
	Iteration 34Q: 3 clusters Score -393152.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -393153.187500 Penalty: 4068.159668
	Iteration 35Q: 3 clusters Score -393153.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -393155.875000 Penalty: 4068.159668
	Iteration 36Q: 3 clusters Score -393155.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -393160.656250 Penalty: 4068.159668
	Iteration 37Q: 3 clusters Score -393160.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -393164.875000 Penalty: 4068.159668
	Iteration 38Q: 3 clusters Score -393164.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -393167.812500 Penalty: 4068.159668
	Iteration 39Q: 3 clusters Score -393167.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -393169.906250 Penalty: 4068.159668
	Iteration 40F: 3 clusters Score -393169.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -393171.937500 Penalty: 4068.159668
	Iteration 41Q: 3 clusters Score -393171.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -393176.531250 Penalty: 4068.159668
	Iteration 42Q: 3 clusters Score -393176.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -393178.343750 Penalty: 4068.159668
	Iteration 43Q: 3 clusters Score -393178.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -393180.437500 Penalty: 4068.159668
	Iteration 44Q: 3 clusters Score -393180.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -393182.625000 Penalty: 4068.159668
	Iteration 45Q: 3 clusters Score -393182.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -393187.000000 Penalty: 4068.159668
	Iteration 46Q: 3 clusters Score -393187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -393190.531250 Penalty: 4068.159668
	Iteration 47Q: 3 clusters Score -393190.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -393192.781250 Penalty: 4068.159668
	Iteration 48Q: 3 clusters Score -393192.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -393195.687500 Penalty: 4068.159668
	Iteration 49Q: 3 clusters Score -393195.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -393197.468750 Penalty: 4068.159668
	Iteration 50Q: 3 clusters Score -393197.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -393199.218750 Penalty: 4068.159668
	Iteration 51Q: 3 clusters Score -393199.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -393200.625000 Penalty: 4068.159668
	Iteration 52Q: 3 clusters Score -393200.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -393201.812500 Penalty: 4068.159668
	Iteration 53Q: 3 clusters Score -393201.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -393202.812500 Penalty: 4068.159668
	Iteration 54Q: 3 clusters Score -393202.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -393203.156250 Penalty: 4068.159668
	Iteration 55Q: 3 clusters Score -393203.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -393204.437500 Penalty: 4068.159668
	Iteration 56Q: 3 clusters Score -393204.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -393204.906250 Penalty: 4068.159668
	Iteration 57Q: 3 clusters Score -393204.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -393204.531250 Penalty: 4068.159668
	Iteration 58Q: 3 clusters Score -393204.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -393204.531250 Penalty: 4068.159668
	Iteration 59F: 3 clusters Score -393204.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (7381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Entering Unmasked Estep 
Score: -792575.812500 Penalty: 2208.852783
	Iteration 0F: 2 clusters Score -792575.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -786594.562500 Penalty: 4417.705566
	Iteration 0F: 3 clusters Score -786594.6 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -788205.062500 Penalty: 4417.705566
	Iteration 1F: 3 clusters Score -788205.1 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -788629.250000 Penalty: 4417.705566
	Iteration 2F: 3 clusters Score -788629.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -789010.937500 Penalty: 4417.705566
	Iteration 3F: 3 clusters Score -789010.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -789333.500000 Penalty: 4417.705566
	Iteration 4F: 3 clusters Score -789333.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -789627.125000 Penalty: 4417.705566
	Iteration 5F: 3 clusters Score -789627.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -789866.187500 Penalty: 4417.705566
	Iteration 6Q: 3 clusters Score -789866.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -790055.812500 Penalty: 4417.705566
	Iteration 7Q: 3 clusters Score -790055.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -790232.750000 Penalty: 4417.705566
	Iteration 8Q: 3 clusters Score -790232.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -790388.875000 Penalty: 4417.705566
	Iteration 9Q: 3 clusters Score -790388.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -790508.562500 Penalty: 4417.705566
	Iteration 10Q: 3 clusters Score -790508.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -790596.375000 Penalty: 4417.705566
	Iteration 11Q: 3 clusters Score -790596.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -790658.375000 Penalty: 4417.705566
	Iteration 12Q: 3 clusters Score -790658.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -790709.062500 Penalty: 4417.705566
	Iteration 13Q: 3 clusters Score -790709.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -790749.125000 Penalty: 4417.705566
	Iteration 14Q: 3 clusters Score -790749.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -790791.062500 Penalty: 4417.705566
	Iteration 15Q: 3 clusters Score -790791.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -790824.250000 Penalty: 4417.705566
	Iteration 16Q: 3 clusters Score -790824.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -790852.812500 Penalty: 4417.705566
	Iteration 17Q: 3 clusters Score -790852.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -790881.812500 Penalty: 4417.705566
	Iteration 18Q: 3 clusters Score -790881.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -790902.000000 Penalty: 4417.705566
	Iteration 19Q: 3 clusters Score -790902 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -790922.375000 Penalty: 4417.705566
	Iteration 20F: 3 clusters Score -790922.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -790943.687500 Penalty: 4417.705566
	Iteration 21Q: 3 clusters Score -790943.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -790962.187500 Penalty: 4417.705566
	Iteration 22Q: 3 clusters Score -790962.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -790978.062500 Penalty: 4417.705566
	Iteration 23Q: 3 clusters Score -790978.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -790994.500000 Penalty: 4417.705566
	Iteration 24Q: 3 clusters Score -790994.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -791004.750000 Penalty: 4417.705566
	Iteration 25Q: 3 clusters Score -791004.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -791019.250000 Penalty: 4417.705566
	Iteration 26Q: 3 clusters Score -791019.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -791027.562500 Penalty: 4417.705566
	Iteration 27Q: 3 clusters Score -791027.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -791035.437500 Penalty: 4417.705566
	Iteration 28Q: 3 clusters Score -791035.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -791037.812500 Penalty: 4417.705566
	Iteration 29Q: 3 clusters Score -791037.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -791039.250000 Penalty: 4417.705566
	Iteration 30Q: 3 clusters Score -791039.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -791041.750000 Penalty: 4417.705566
	Iteration 31Q: 3 clusters Score -791041.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -791045.000000 Penalty: 4417.705566
	Iteration 32Q: 3 clusters Score -791045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -791046.875000 Penalty: 4417.705566
	Iteration 33Q: 3 clusters Score -791046.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -791050.187500 Penalty: 4417.705566
	Iteration 34Q: 3 clusters Score -791050.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -791051.187500 Penalty: 4417.705566
	Iteration 35Q: 3 clusters Score -791051.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -791053.437500 Penalty: 4417.705566
	Iteration 36Q: 3 clusters Score -791053.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -791054.187500 Penalty: 4417.705566
	Iteration 37Q: 3 clusters Score -791054.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -791054.375000 Penalty: 4417.705566
	Iteration 38Q: 3 clusters Score -791054.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -791054.812500 Penalty: 4417.705566
	Iteration 39Q: 3 clusters Score -791054.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -791055.687500 Penalty: 4417.705566
	Iteration 40F: 3 clusters Score -791055.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -791056.437500 Penalty: 4417.705566
	Iteration 41Q: 3 clusters Score -791056.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -791056.437500 Penalty: 4417.705566
	Iteration 42F: 3 clusters Score -791056.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Entering Unmasked Estep 
Score: -578717.187500 Penalty: 2126.105713
	Iteration 0F: 2 clusters Score -578717.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -574011.250000 Penalty: 4252.211426
	Iteration 0F: 3 clusters Score -574011.2 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -575062.625000 Penalty: 4252.211426
	Iteration 1F: 3 clusters Score -575062.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -575295.750000 Penalty: 4252.211426
	Iteration 2F: 3 clusters Score -575295.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -575448.250000 Penalty: 4252.211426
	Iteration 3F: 3 clusters Score -575448.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -575572.437500 Penalty: 4252.211426
	Iteration 4Q: 3 clusters Score -575572.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -575710.375000 Penalty: 4252.211426
	Iteration 5Q: 3 clusters Score -575710.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -575876.500000 Penalty: 4252.211426
	Iteration 6Q: 3 clusters Score -575876.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -576066.625000 Penalty: 4252.211426
	Iteration 7Q: 3 clusters Score -576066.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -576285.250000 Penalty: 4252.211426
	Iteration 8F: 3 clusters Score -576285.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -576459.125000 Penalty: 4252.211426
	Iteration 9Q: 3 clusters Score -576459.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -576604.125000 Penalty: 4252.211426
	Iteration 10Q: 3 clusters Score -576604.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -576697.375000 Penalty: 4252.211426
	Iteration 11Q: 3 clusters Score -576697.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -576786.312500 Penalty: 4252.211426
	Iteration 12Q: 3 clusters Score -576786.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -576863.000000 Penalty: 4252.211426
	Iteration 13Q: 3 clusters Score -576863 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -576918.125000 Penalty: 4252.211426
	Iteration 14Q: 3 clusters Score -576918.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -576960.687500 Penalty: 4252.211426
	Iteration 15Q: 3 clusters Score -576960.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -576981.875000 Penalty: 4252.211426
	Iteration 16Q: 3 clusters Score -576981.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -576995.062500 Penalty: 4252.211426
	Iteration 17Q: 3 clusters Score -576995.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -577005.250000 Penalty: 4252.211426
	Iteration 18Q: 3 clusters Score -577005.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -577013.500000 Penalty: 4252.211426
	Iteration 19Q: 3 clusters Score -577013.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -577021.062500 Penalty: 4252.211426
	Iteration 20F: 3 clusters Score -577021.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -577030.500000 Penalty: 4252.211426
	Iteration 21Q: 3 clusters Score -577030.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -577037.437500 Penalty: 4252.211426
	Iteration 22Q: 3 clusters Score -577037.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -577045.000000 Penalty: 4252.211426
	Iteration 23Q: 3 clusters Score -577045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -577051.562500 Penalty: 4252.211426
	Iteration 24Q: 3 clusters Score -577051.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -577057.500000 Penalty: 4252.211426
	Iteration 25Q: 3 clusters Score -577057.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -577061.000000 Penalty: 4252.211426
	Iteration 26Q: 3 clusters Score -577061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -577063.437500 Penalty: 4252.211426
	Iteration 27Q: 3 clusters Score -577063.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -577066.062500 Penalty: 4252.211426
	Iteration 28Q: 3 clusters Score -577066.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -577066.000000 Penalty: 4252.211426
	Iteration 29Q: 3 clusters Score -577066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -577066.875000 Penalty: 4252.211426
	Iteration 30Q: 3 clusters Score -577066.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -577070.437500 Penalty: 4252.211426
	Iteration 31Q: 3 clusters Score -577070.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -577072.062500 Penalty: 4252.211426
	Iteration 32Q: 3 clusters Score -577072.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -577074.937500 Penalty: 4252.211426
	Iteration 33Q: 3 clusters Score -577074.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -577074.937500 Penalty: 4252.211426
	Iteration 34F: 3 clusters Score -577074.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -71518.687500 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -71518.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -69841.578125 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -69841.58 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -70123.750000 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -70123.75 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -70223.070312 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -70223.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -70260.328125 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -70260.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -70281.101562 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -70281.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -70323.601562 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -70323.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -70368.023438 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -70368.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -70384.718750 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -70384.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -70397.515625 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -70397.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -70424.218750 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -70424.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -70445.156250 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -70445.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -70456.101562 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -70456.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -70457.562500 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -70457.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -70458.398438 Penalty: 3267.424805
	Iteration 13Q: 3 clusters Score -70458.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -70459.468750 Penalty: 3267.424805
	Iteration 14Q: 3 clusters Score -70459.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -70459.468750 Penalty: 3267.424805
	Iteration 15F: 3 clusters Score -70459.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (6029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Entering Unmasked Estep 
Score: -646828.062500 Penalty: 2158.675293
	Iteration 0F: 2 clusters Score -646828.1 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 3026 members 
Entering Unmasked Estep 
Score: -641670.687500 Penalty: 4317.350586
	Iteration 0F: 3 clusters Score -641670.7 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -642977.562500 Penalty: 4317.350586
	Iteration 1F: 3 clusters Score -642977.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -643193.437500 Penalty: 4317.350586
	Iteration 2F: 3 clusters Score -643193.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -643347.375000 Penalty: 4317.350586
	Iteration 3Q: 3 clusters Score -643347.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -643475.375000 Penalty: 4317.350586
	Iteration 4Q: 3 clusters Score -643475.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -643579.875000 Penalty: 4317.350586
	Iteration 5Q: 3 clusters Score -643579.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -643655.562500 Penalty: 4317.350586
	Iteration 6Q: 3 clusters Score -643655.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -643722.812500 Penalty: 4317.350586
	Iteration 7Q: 3 clusters Score -643722.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -643784.187500 Penalty: 4317.350586
	Iteration 8Q: 3 clusters Score -643784.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -643845.625000 Penalty: 4317.350586
	Iteration 9Q: 3 clusters Score -643845.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -643906.937500 Penalty: 4317.350586
	Iteration 10Q: 3 clusters Score -643906.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -643967.437500 Penalty: 4317.350586
	Iteration 11Q: 3 clusters Score -643967.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -644032.500000 Penalty: 4317.350586
	Iteration 12Q: 3 clusters Score -644032.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -644099.125000 Penalty: 4317.350586
	Iteration 13Q: 3 clusters Score -644099.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -644150.500000 Penalty: 4317.350586
	Iteration 14Q: 3 clusters Score -644150.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -644190.625000 Penalty: 4317.350586
	Iteration 15Q: 3 clusters Score -644190.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -644226.062500 Penalty: 4317.350586
	Iteration 16Q: 3 clusters Score -644226.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -644250.312500 Penalty: 4317.350586
	Iteration 17Q: 3 clusters Score -644250.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -644277.812500 Penalty: 4317.350586
	Iteration 18Q: 3 clusters Score -644277.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -644300.562500 Penalty: 4317.350586
	Iteration 19Q: 3 clusters Score -644300.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -644323.875000 Penalty: 4317.350586
	Iteration 20F: 3 clusters Score -644323.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -644345.812500 Penalty: 4317.350586
	Iteration 21Q: 3 clusters Score -644345.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -644364.750000 Penalty: 4317.350586
	Iteration 22Q: 3 clusters Score -644364.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -644379.875000 Penalty: 4317.350586
	Iteration 23Q: 3 clusters Score -644379.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -644391.875000 Penalty: 4317.350586
	Iteration 24Q: 3 clusters Score -644391.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -644395.625000 Penalty: 4317.350586
	Iteration 25Q: 3 clusters Score -644395.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -644403.125000 Penalty: 4317.350586
	Iteration 26Q: 3 clusters Score -644403.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -644409.562500 Penalty: 4317.350586
	Iteration 27Q: 3 clusters Score -644409.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -644417.375000 Penalty: 4317.350586
	Iteration 28Q: 3 clusters Score -644417.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -644420.062500 Penalty: 4317.350586
	Iteration 29Q: 3 clusters Score -644420.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -644425.125000 Penalty: 4317.350586
	Iteration 30Q: 3 clusters Score -644425.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -644427.875000 Penalty: 4317.350586
	Iteration 31Q: 3 clusters Score -644427.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -644430.500000 Penalty: 4317.350586
	Iteration 32Q: 3 clusters Score -644430.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -644435.312500 Penalty: 4317.350586
	Iteration 33Q: 3 clusters Score -644435.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -644437.250000 Penalty: 4317.350586
	Iteration 34Q: 3 clusters Score -644437.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -644441.562500 Penalty: 4317.350586
	Iteration 35Q: 3 clusters Score -644441.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -644440.937500 Penalty: 4317.350586
	Iteration 36Q: 3 clusters Score -644440.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -644445.125000 Penalty: 4317.350586
	Iteration 37Q: 3 clusters Score -644445.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -644447.750000 Penalty: 4317.350586
	Iteration 38Q: 3 clusters Score -644447.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -644451.250000 Penalty: 4317.350586
	Iteration 39Q: 3 clusters Score -644451.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -644456.312500 Penalty: 4317.350586
	Iteration 40F: 3 clusters Score -644456.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -644463.312500 Penalty: 4317.350586
	Iteration 41Q: 3 clusters Score -644463.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -644472.375000 Penalty: 4317.350586
	Iteration 42Q: 3 clusters Score -644472.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -644477.687500 Penalty: 4317.350586
	Iteration 43Q: 3 clusters Score -644477.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -644483.250000 Penalty: 4317.350586
	Iteration 44Q: 3 clusters Score -644483.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -644489.062500 Penalty: 4317.350586
	Iteration 45Q: 3 clusters Score -644489.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -644495.437500 Penalty: 4317.350586
	Iteration 46Q: 3 clusters Score -644495.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -644503.562500 Penalty: 4317.350586
	Iteration 47Q: 3 clusters Score -644503.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -644510.437500 Penalty: 4317.350586
	Iteration 48Q: 3 clusters Score -644510.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -644515.875000 Penalty: 4317.350586
	Iteration 49Q: 3 clusters Score -644515.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -644518.125000 Penalty: 4317.350586
	Iteration 50Q: 3 clusters Score -644518.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -644524.437500 Penalty: 4317.350586
	Iteration 51Q: 3 clusters Score -644524.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -644531.625000 Penalty: 4317.350586
	Iteration 52Q: 3 clusters Score -644531.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -644538.062500 Penalty: 4317.350586
	Iteration 53Q: 3 clusters Score -644538.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -644547.187500 Penalty: 4317.350586
	Iteration 54Q: 3 clusters Score -644547.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -644554.250000 Penalty: 4317.350586
	Iteration 55Q: 3 clusters Score -644554.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -644557.125000 Penalty: 4317.350586
	Iteration 56Q: 3 clusters Score -644557.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -644564.062500 Penalty: 4317.350586
	Iteration 57Q: 3 clusters Score -644564.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -644568.437500 Penalty: 4317.350586
	Iteration 58Q: 3 clusters Score -644568.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -644574.437500 Penalty: 4317.350586
	Iteration 59Q: 3 clusters Score -644574.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -644575.750000 Penalty: 4317.350586
	Iteration 60F: 3 clusters Score -644575.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -644580.625000 Penalty: 4317.350586
	Iteration 61Q: 3 clusters Score -644580.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -644586.687500 Penalty: 4317.350586
	Iteration 62Q: 3 clusters Score -644586.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -644592.250000 Penalty: 4317.350586
	Iteration 63Q: 3 clusters Score -644592.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -644599.750000 Penalty: 4317.350586
	Iteration 64Q: 3 clusters Score -644599.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -644605.437500 Penalty: 4317.350586
	Iteration 65Q: 3 clusters Score -644605.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -644613.125000 Penalty: 4317.350586
	Iteration 66Q: 3 clusters Score -644613.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -644618.437500 Penalty: 4317.350586
	Iteration 67Q: 3 clusters Score -644618.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -644625.187500 Penalty: 4317.350586
	Iteration 68Q: 3 clusters Score -644625.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -644634.312500 Penalty: 4317.350586
	Iteration 69Q: 3 clusters Score -644634.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -644641.500000 Penalty: 4317.350586
	Iteration 70Q: 3 clusters Score -644641.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -644654.812500 Penalty: 4317.350586
	Iteration 71Q: 3 clusters Score -644654.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -644671.062500 Penalty: 4317.350586
	Iteration 72Q: 3 clusters Score -644671.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -644683.312500 Penalty: 4317.350586
	Iteration 73Q: 3 clusters Score -644683.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -644705.750000 Penalty: 4317.350586
	Iteration 74Q: 3 clusters Score -644705.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -644729.500000 Penalty: 4317.350586
	Iteration 75Q: 3 clusters Score -644729.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -644744.687500 Penalty: 4317.350586
	Iteration 76Q: 3 clusters Score -644744.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -644759.062500 Penalty: 4317.350586
	Iteration 77Q: 3 clusters Score -644759.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -644779.625000 Penalty: 4317.350586
	Iteration 78Q: 3 clusters Score -644779.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -644798.000000 Penalty: 4317.350586
	Iteration 79Q: 3 clusters Score -644798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -644809.500000 Penalty: 4317.350586
	Iteration 80F: 3 clusters Score -644809.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -644817.562500 Penalty: 4317.350586
	Iteration 81Q: 3 clusters Score -644817.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -644824.500000 Penalty: 4317.350586
	Iteration 82Q: 3 clusters Score -644824.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -644830.375000 Penalty: 4317.350586
	Iteration 83Q: 3 clusters Score -644830.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -644834.187500 Penalty: 4317.350586
	Iteration 84Q: 3 clusters Score -644834.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -644838.125000 Penalty: 4317.350586
	Iteration 85Q: 3 clusters Score -644838.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -644842.250000 Penalty: 4317.350586
	Iteration 86Q: 3 clusters Score -644842.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -644846.000000 Penalty: 4317.350586
	Iteration 87Q: 3 clusters Score -644846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -644848.812500 Penalty: 4317.350586
	Iteration 88Q: 3 clusters Score -644848.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -644852.625000 Penalty: 4317.350586
	Iteration 89Q: 3 clusters Score -644852.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -644856.812500 Penalty: 4317.350586
	Iteration 90Q: 3 clusters Score -644856.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -644860.187500 Penalty: 4317.350586
	Iteration 91Q: 3 clusters Score -644860.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -644862.812500 Penalty: 4317.350586
	Iteration 92Q: 3 clusters Score -644862.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -644865.875000 Penalty: 4317.350586
	Iteration 93Q: 3 clusters Score -644865.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -644868.250000 Penalty: 4317.350586
	Iteration 94Q: 3 clusters Score -644868.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -644868.812500 Penalty: 4317.350586
	Iteration 95Q: 3 clusters Score -644868.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -644869.687500 Penalty: 4317.350586
	Iteration 96Q: 3 clusters Score -644869.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -644869.125000 Penalty: 4317.350586
	Iteration 97Q: 3 clusters Score -644869.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -644871.437500 Penalty: 4317.350586
	Iteration 98Q: 3 clusters Score -644871.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -644872.500000 Penalty: 4317.350586
	Iteration 99Q: 3 clusters Score -644872.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -644874.125000 Penalty: 4317.350586
	Iteration 100F: 3 clusters Score -644874.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -644874.500000 Penalty: 4317.350586
	Iteration 101Q: 3 clusters Score -644874.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -644876.000000 Penalty: 4317.350586
	Iteration 102Q: 3 clusters Score -644876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -644875.812500 Penalty: 4317.350586
	Iteration 103Q: 3 clusters Score -644875.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -644876.062500 Penalty: 4317.350586
	Iteration 104Q: 3 clusters Score -644876.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -644876.562500 Penalty: 4317.350586
	Iteration 105Q: 3 clusters Score -644876.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -644879.062500 Penalty: 4317.350586
	Iteration 106Q: 3 clusters Score -644879.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -644878.812500 Penalty: 4317.350586
	Iteration 107Q: 3 clusters Score -644878.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -644879.812500 Penalty: 4317.350586
	Iteration 108Q: 3 clusters Score -644879.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -644879.687500 Penalty: 4317.350586
	Iteration 109Q: 3 clusters Score -644879.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -644882.687500 Penalty: 4317.350586
	Iteration 110Q: 3 clusters Score -644882.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -644887.875000 Penalty: 4317.350586
	Iteration 111Q: 3 clusters Score -644887.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -644892.500000 Penalty: 4317.350586
	Iteration 112Q: 3 clusters Score -644892.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -644893.500000 Penalty: 4317.350586
	Iteration 113Q: 3 clusters Score -644893.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -644897.250000 Penalty: 4317.350586
	Iteration 114Q: 3 clusters Score -644897.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -644899.062500 Penalty: 4317.350586
	Iteration 115Q: 3 clusters Score -644899.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -644902.625000 Penalty: 4317.350586
	Iteration 116Q: 3 clusters Score -644902.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -644905.000000 Penalty: 4317.350586
	Iteration 117Q: 3 clusters Score -644905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -644907.125000 Penalty: 4317.350586
	Iteration 118Q: 3 clusters Score -644907.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -644906.437500 Penalty: 4317.350586
	Iteration 119Q: 3 clusters Score -644906.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -644906.437500 Penalty: 4317.350586
	Iteration 120F: 3 clusters Score -644906.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -644906.437500 Penalty: 4317.350586
	Iteration 121Q: 3 clusters Score -644906.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -644908.500000 Penalty: 4317.350586
	Iteration 122Q: 3 clusters Score -644908.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -644909.875000 Penalty: 4317.350586
	Iteration 123Q: 3 clusters Score -644909.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -644909.875000 Penalty: 4317.350586
	Iteration 124Q: 3 clusters Score -644909.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -644909.875000 Penalty: 4317.350586
	Iteration 125F: 3 clusters Score -644909.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -30130.804688 Penalty: 1426.637939
	Iteration 0F: 2 clusters Score -30130.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28929.578125 Penalty: 2853.275879
	Iteration 0F: 3 clusters Score -28929.58 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29036.353516 Penalty: 2853.275879
	Iteration 1F: 3 clusters Score -29036.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29076.373047 Penalty: 2853.275879
	Iteration 2Q: 3 clusters Score -29076.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29097.990234 Penalty: 2853.275879
	Iteration 3Q: 3 clusters Score -29097.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -29117.478516 Penalty: 2853.275879
	Iteration 4Q: 3 clusters Score -29117.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -29132.353516 Penalty: 2853.275879
	Iteration 5Q: 3 clusters Score -29132.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29150.539062 Penalty: 2853.275879
	Iteration 6Q: 3 clusters Score -29150.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -29161.460938 Penalty: 2853.275879
	Iteration 7Q: 3 clusters Score -29161.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -29167.156250 Penalty: 2853.275879
	Iteration 8Q: 3 clusters Score -29167.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -29170.357422 Penalty: 2853.275879
	Iteration 9Q: 3 clusters Score -29170.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -29170.357422 Penalty: 2853.275879
	Iteration 10F: 3 clusters Score -29170.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (16166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Entering Unmasked Estep 
Score: -1766056.375000 Penalty: 2403.284912
	Iteration 0F: 2 clusters Score -1766056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1754498.875000 Penalty: 4806.569824
	Iteration 0F: 3 clusters Score -1754499 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1758134.000000 Penalty: 4806.569824
	Iteration 1F: 3 clusters Score -1758134 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1758421.750000 Penalty: 4806.569824
	Iteration 2F: 3 clusters Score -1758422 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1758633.250000 Penalty: 4806.569824
	Iteration 3Q: 3 clusters Score -1758633 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1758830.750000 Penalty: 4806.569824
	Iteration 4Q: 3 clusters Score -1758831 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1759018.500000 Penalty: 4806.569824
	Iteration 5Q: 3 clusters Score -1759018 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1759201.500000 Penalty: 4806.569824
	Iteration 6Q: 3 clusters Score -1759202 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1759406.000000 Penalty: 4806.569824
	Iteration 7Q: 3 clusters Score -1759406 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1759678.375000 Penalty: 4806.569824
	Iteration 8Q: 3 clusters Score -1759678 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1760004.125000 Penalty: 4806.569824
	Iteration 9Q: 3 clusters Score -1760004 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1760414.375000 Penalty: 4806.569824
	Iteration 10Q: 3 clusters Score -1760414 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1760900.125000 Penalty: 4806.569824
	Iteration 11Q: 3 clusters Score -1760900 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1761483.750000 Penalty: 4806.569824
	Iteration 12F: 3 clusters Score -1761484 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1762127.625000 Penalty: 4806.569824
	Iteration 13Q: 3 clusters Score -1762128 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1762715.250000 Penalty: 4806.569824
	Iteration 14Q: 3 clusters Score -1762715 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1763171.625000 Penalty: 4806.569824
	Iteration 15Q: 3 clusters Score -1763172 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1763468.125000 Penalty: 4806.569824
	Iteration 16Q: 3 clusters Score -1763468 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -1763663.000000 Penalty: 4806.569824
	Iteration 17Q: 3 clusters Score -1763663 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -1763771.625000 Penalty: 4806.569824
	Iteration 18Q: 3 clusters Score -1763772 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -1763837.500000 Penalty: 4806.569824
	Iteration 19Q: 3 clusters Score -1763838 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -1763887.875000 Penalty: 4806.569824
	Iteration 20F: 3 clusters Score -1763888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -1763915.000000 Penalty: 4806.569824
	Iteration 21Q: 3 clusters Score -1763915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -1763934.250000 Penalty: 4806.569824
	Iteration 22Q: 3 clusters Score -1763934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -1763942.750000 Penalty: 4806.569824
	Iteration 23Q: 3 clusters Score -1763943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -1763950.875000 Penalty: 4806.569824
	Iteration 24Q: 3 clusters Score -1763951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -1763954.375000 Penalty: 4806.569824
	Iteration 25Q: 3 clusters Score -1763954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -1763962.875000 Penalty: 4806.569824
	Iteration 26Q: 3 clusters Score -1763963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -1763970.250000 Penalty: 4806.569824
	Iteration 27Q: 3 clusters Score -1763970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -1763980.375000 Penalty: 4806.569824
	Iteration 28Q: 3 clusters Score -1763980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -1763991.375000 Penalty: 4806.569824
	Iteration 29Q: 3 clusters Score -1763991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -1763998.375000 Penalty: 4806.569824
	Iteration 30Q: 3 clusters Score -1763998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -1764000.000000 Penalty: 4806.569824
	Iteration 31Q: 3 clusters Score -1764000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -1764001.375000 Penalty: 4806.569824
	Iteration 32Q: 3 clusters Score -1764001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -1764003.875000 Penalty: 4806.569824
	Iteration 33Q: 3 clusters Score -1764004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -1764003.875000 Penalty: 4806.569824
	Iteration 34F: 3 clusters Score -1764004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (14473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Entering Unmasked Estep 
Score: -1595536.250000 Penalty: 2375.849854
	Iteration 0F: 2 clusters Score -1595536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1584926.625000 Penalty: 4751.699707
	Iteration 0F: 3 clusters Score -1584927 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1588330.125000 Penalty: 4751.699707
	Iteration 1F: 3 clusters Score -1588330 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1588698.375000 Penalty: 4751.699707
	Iteration 2F: 3 clusters Score -1588698 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1588995.250000 Penalty: 4751.699707
	Iteration 3Q: 3 clusters Score -1588995 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1589299.625000 Penalty: 4751.699707
	Iteration 4Q: 3 clusters Score -1589300 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1589635.875000 Penalty: 4751.699707
	Iteration 5Q: 3 clusters Score -1589636 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1590067.000000 Penalty: 4751.699707
	Iteration 6Q: 3 clusters Score -1590067 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1590604.500000 Penalty: 4751.699707
	Iteration 7F: 3 clusters Score -1590604 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1591211.875000 Penalty: 4751.699707
	Iteration 8F: 3 clusters Score -1591212 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1591896.000000 Penalty: 4751.699707
	Iteration 9F: 3 clusters Score -1591896 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1592509.750000 Penalty: 4751.699707
	Iteration 10Q: 3 clusters Score -1592510 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1593010.875000 Penalty: 4751.699707
	Iteration 11Q: 3 clusters Score -1593011 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1593451.500000 Penalty: 4751.699707
	Iteration 12Q: 3 clusters Score -1593452 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1593766.875000 Penalty: 4751.699707
	Iteration 13Q: 3 clusters Score -1593767 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1593937.000000 Penalty: 4751.699707
	Iteration 14Q: 3 clusters Score -1593937 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1594016.250000 Penalty: 4751.699707
	Iteration 15Q: 3 clusters Score -1594016 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1594041.250000 Penalty: 4751.699707
	Iteration 16Q: 3 clusters Score -1594041 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1594057.875000 Penalty: 4751.699707
	Iteration 17Q: 3 clusters Score -1594058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1594065.625000 Penalty: 4751.699707
	Iteration 18Q: 3 clusters Score -1594066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1594072.375000 Penalty: 4751.699707
	Iteration 19Q: 3 clusters Score -1594072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1594075.250000 Penalty: 4751.699707
	Iteration 20F: 3 clusters Score -1594075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1594081.875000 Penalty: 4751.699707
	Iteration 21Q: 3 clusters Score -1594082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1594081.000000 Penalty: 4751.699707
	Iteration 22Q: 3 clusters Score -1594081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1594080.125000 Penalty: 4751.699707
	Iteration 23Q: 3 clusters Score -1594080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1594083.000000 Penalty: 4751.699707
	Iteration 24Q: 3 clusters Score -1594083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1594083.000000 Penalty: 4751.699707
	Iteration 25F: 3 clusters Score -1594083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (4632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Entering Unmasked Estep 
Score: -488976.656250 Penalty: 2093.304688
	Iteration 0F: 2 clusters Score -488976.7 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 2311 members 
Entering Unmasked Estep 
Score: -484679.093750 Penalty: 4186.609375
	Iteration 0F: 3 clusters Score -484679.1 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -485695.500000 Penalty: 4186.609375
	Iteration 1F: 3 clusters Score -485695.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -485941.500000 Penalty: 4186.609375
	Iteration 2F: 3 clusters Score -485941.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -486087.218750 Penalty: 4186.609375
	Iteration 3F: 3 clusters Score -486087.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -486194.375000 Penalty: 4186.609375
	Iteration 4Q: 3 clusters Score -486194.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -486282.562500 Penalty: 4186.609375
	Iteration 5Q: 3 clusters Score -486282.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -486346.656250 Penalty: 4186.609375
	Iteration 6Q: 3 clusters Score -486346.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -486400.250000 Penalty: 4186.609375
	Iteration 7Q: 3 clusters Score -486400.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -486438.593750 Penalty: 4186.609375
	Iteration 8Q: 3 clusters Score -486438.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -486461.281250 Penalty: 4186.609375
	Iteration 9Q: 3 clusters Score -486461.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -486486.062500 Penalty: 4186.609375
	Iteration 10Q: 3 clusters Score -486486.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -486514.031250 Penalty: 4186.609375
	Iteration 11Q: 3 clusters Score -486514 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -486536.562500 Penalty: 4186.609375
	Iteration 12Q: 3 clusters Score -486536.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -486556.875000 Penalty: 4186.609375
	Iteration 13Q: 3 clusters Score -486556.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -486575.562500 Penalty: 4186.609375
	Iteration 14Q: 3 clusters Score -486575.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -486590.468750 Penalty: 4186.609375
	Iteration 15Q: 3 clusters Score -486590.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -486604.468750 Penalty: 4186.609375
	Iteration 16Q: 3 clusters Score -486604.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -486614.968750 Penalty: 4186.609375
	Iteration 17Q: 3 clusters Score -486615 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -486629.000000 Penalty: 4186.609375
	Iteration 18Q: 3 clusters Score -486629 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -486642.343750 Penalty: 4186.609375
	Iteration 19Q: 3 clusters Score -486642.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -486652.968750 Penalty: 4186.609375
	Iteration 20F: 3 clusters Score -486653 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -486665.218750 Penalty: 4186.609375
	Iteration 21Q: 3 clusters Score -486665.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -486679.406250 Penalty: 4186.609375
	Iteration 22Q: 3 clusters Score -486679.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -486692.343750 Penalty: 4186.609375
	Iteration 23Q: 3 clusters Score -486692.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -486701.156250 Penalty: 4186.609375
	Iteration 24Q: 3 clusters Score -486701.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -486708.250000 Penalty: 4186.609375
	Iteration 25Q: 3 clusters Score -486708.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -486717.406250 Penalty: 4186.609375
	Iteration 26Q: 3 clusters Score -486717.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -486726.062500 Penalty: 4186.609375
	Iteration 27Q: 3 clusters Score -486726.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -486733.437500 Penalty: 4186.609375
	Iteration 28Q: 3 clusters Score -486733.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -486740.718750 Penalty: 4186.609375
	Iteration 29Q: 3 clusters Score -486740.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -486747.062500 Penalty: 4186.609375
	Iteration 30Q: 3 clusters Score -486747.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -486753.812500 Penalty: 4186.609375
	Iteration 31Q: 3 clusters Score -486753.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -486758.062500 Penalty: 4186.609375
	Iteration 32Q: 3 clusters Score -486758.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -486760.625000 Penalty: 4186.609375
	Iteration 33Q: 3 clusters Score -486760.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -486763.031250 Penalty: 4186.609375
	Iteration 34Q: 3 clusters Score -486763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -486763.343750 Penalty: 4186.609375
	Iteration 35Q: 3 clusters Score -486763.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -486765.656250 Penalty: 4186.609375
	Iteration 36Q: 3 clusters Score -486765.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -486766.750000 Penalty: 4186.609375
	Iteration 37Q: 3 clusters Score -486766.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -486767.843750 Penalty: 4186.609375
	Iteration 38Q: 3 clusters Score -486767.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -486770.750000 Penalty: 4186.609375
	Iteration 39Q: 3 clusters Score -486770.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -486772.093750 Penalty: 4186.609375
	Iteration 40F: 3 clusters Score -486772.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -486773.531250 Penalty: 4186.609375
	Iteration 41Q: 3 clusters Score -486773.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -486775.156250 Penalty: 4186.609375
	Iteration 42Q: 3 clusters Score -486775.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -486779.937500 Penalty: 4186.609375
	Iteration 43Q: 3 clusters Score -486779.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -486782.062500 Penalty: 4186.609375
	Iteration 44Q: 3 clusters Score -486782.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -486788.906250 Penalty: 4186.609375
	Iteration 45Q: 3 clusters Score -486788.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -486794.437500 Penalty: 4186.609375
	Iteration 46Q: 3 clusters Score -486794.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -486798.500000 Penalty: 4186.609375
	Iteration 47Q: 3 clusters Score -486798.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -486801.937500 Penalty: 4186.609375
	Iteration 48Q: 3 clusters Score -486801.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -486804.781250 Penalty: 4186.609375
	Iteration 49Q: 3 clusters Score -486804.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -486807.937500 Penalty: 4186.609375
	Iteration 50Q: 3 clusters Score -486807.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -486810.593750 Penalty: 4186.609375
	Iteration 51Q: 3 clusters Score -486810.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -486811.781250 Penalty: 4186.609375
	Iteration 52Q: 3 clusters Score -486811.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -486813.468750 Penalty: 4186.609375
	Iteration 53Q: 3 clusters Score -486813.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -486814.156250 Penalty: 4186.609375
	Iteration 54Q: 3 clusters Score -486814.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -486814.125000 Penalty: 4186.609375
	Iteration 55Q: 3 clusters Score -486814.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -486816.062500 Penalty: 4186.609375
	Iteration 56Q: 3 clusters Score -486816.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -486816.000000 Penalty: 4186.609375
	Iteration 57Q: 3 clusters Score -486816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -486817.218750 Penalty: 4186.609375
	Iteration 58Q: 3 clusters Score -486817.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -486819.125000 Penalty: 4186.609375
	Iteration 59Q: 3 clusters Score -486819.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -486821.093750 Penalty: 4186.609375
	Iteration 60F: 3 clusters Score -486821.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -486824.468750 Penalty: 4186.609375
	Iteration 61Q: 3 clusters Score -486824.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -486826.062500 Penalty: 4186.609375
	Iteration 62Q: 3 clusters Score -486826.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -486828.812500 Penalty: 4186.609375
	Iteration 63Q: 3 clusters Score -486828.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -486828.687500 Penalty: 4186.609375
	Iteration 64Q: 3 clusters Score -486828.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -486829.218750 Penalty: 4186.609375
	Iteration 65Q: 3 clusters Score -486829.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -486828.875000 Penalty: 4186.609375
	Iteration 66Q: 3 clusters Score -486828.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -486829.875000 Penalty: 4186.609375
	Iteration 67Q: 3 clusters Score -486829.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -486830.968750 Penalty: 4186.609375
	Iteration 68Q: 3 clusters Score -486831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -486831.812500 Penalty: 4186.609375
	Iteration 69Q: 3 clusters Score -486831.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -486832.500000 Penalty: 4186.609375
	Iteration 70Q: 3 clusters Score -486832.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -486834.531250 Penalty: 4186.609375
	Iteration 71Q: 3 clusters Score -486834.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -486834.750000 Penalty: 4186.609375
	Iteration 72Q: 3 clusters Score -486834.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -486835.156250 Penalty: 4186.609375
	Iteration 73Q: 3 clusters Score -486835.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -486836.625000 Penalty: 4186.609375
	Iteration 74Q: 3 clusters Score -486836.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -486838.156250 Penalty: 4186.609375
	Iteration 75Q: 3 clusters Score -486838.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -486838.218750 Penalty: 4186.609375
	Iteration 76Q: 3 clusters Score -486838.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -486838.531250 Penalty: 4186.609375
	Iteration 77Q: 3 clusters Score -486838.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -486840.562500 Penalty: 4186.609375
	Iteration 78Q: 3 clusters Score -486840.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -486840.562500 Penalty: 4186.609375
	Iteration 79F: 3 clusters Score -486840.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (3354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Entering Unmasked Estep 
Score: -364336.000000 Penalty: 2013.241333
	Iteration 0F: 2 clusters Score -364336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -360835.468750 Penalty: 4026.482666
	Iteration 0F: 3 clusters Score -360835.5 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -361515.750000 Penalty: 4026.482666
	Iteration 1F: 3 clusters Score -361515.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -361676.843750 Penalty: 4026.482666
	Iteration 2F: 3 clusters Score -361676.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -361789.906250 Penalty: 4026.482666
	Iteration 3F: 3 clusters Score -361789.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -361862.968750 Penalty: 4026.482666
	Iteration 4Q: 3 clusters Score -361863 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -361916.250000 Penalty: 4026.482666
	Iteration 5Q: 3 clusters Score -361916.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -361953.187500 Penalty: 4026.482666
	Iteration 6Q: 3 clusters Score -361953.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -361979.875000 Penalty: 4026.482666
	Iteration 7Q: 3 clusters Score -361979.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -362004.187500 Penalty: 4026.482666
	Iteration 8Q: 3 clusters Score -362004.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -362026.062500 Penalty: 4026.482666
	Iteration 9Q: 3 clusters Score -362026.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -362050.906250 Penalty: 4026.482666
	Iteration 10Q: 3 clusters Score -362050.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -362073.437500 Penalty: 4026.482666
	Iteration 11Q: 3 clusters Score -362073.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -362092.125000 Penalty: 4026.482666
	Iteration 12Q: 3 clusters Score -362092.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -362110.250000 Penalty: 4026.482666
	Iteration 13Q: 3 clusters Score -362110.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -362128.937500 Penalty: 4026.482666
	Iteration 14Q: 3 clusters Score -362128.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -362152.781250 Penalty: 4026.482666
	Iteration 15Q: 3 clusters Score -362152.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -362178.031250 Penalty: 4026.482666
	Iteration 16Q: 3 clusters Score -362178 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -362203.093750 Penalty: 4026.482666
	Iteration 17Q: 3 clusters Score -362203.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -362232.687500 Penalty: 4026.482666
	Iteration 18Q: 3 clusters Score -362232.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -362254.937500 Penalty: 4026.482666
	Iteration 19Q: 3 clusters Score -362254.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -362279.875000 Penalty: 4026.482666
	Iteration 20F: 3 clusters Score -362279.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -362312.750000 Penalty: 4026.482666
	Iteration 21Q: 3 clusters Score -362312.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -362346.781250 Penalty: 4026.482666
	Iteration 22Q: 3 clusters Score -362346.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -362381.781250 Penalty: 4026.482666
	Iteration 23Q: 3 clusters Score -362381.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -362410.031250 Penalty: 4026.482666
	Iteration 24Q: 3 clusters Score -362410 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -362437.187500 Penalty: 4026.482666
	Iteration 25Q: 3 clusters Score -362437.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -362459.531250 Penalty: 4026.482666
	Iteration 26Q: 3 clusters Score -362459.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -362476.281250 Penalty: 4026.482666
	Iteration 27Q: 3 clusters Score -362476.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -362480.968750 Penalty: 4026.482666
	Iteration 28Q: 3 clusters Score -362481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -362483.875000 Penalty: 4026.482666
	Iteration 29Q: 3 clusters Score -362483.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -362487.875000 Penalty: 4026.482666
	Iteration 30Q: 3 clusters Score -362487.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -362491.093750 Penalty: 4026.482666
	Iteration 31Q: 3 clusters Score -362491.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -362492.937500 Penalty: 4026.482666
	Iteration 32Q: 3 clusters Score -362492.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -362496.375000 Penalty: 4026.482666
	Iteration 33Q: 3 clusters Score -362496.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -362500.281250 Penalty: 4026.482666
	Iteration 34Q: 3 clusters Score -362500.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -362502.218750 Penalty: 4026.482666
	Iteration 35Q: 3 clusters Score -362502.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -362506.000000 Penalty: 4026.482666
	Iteration 36Q: 3 clusters Score -362506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -362510.500000 Penalty: 4026.482666
	Iteration 37Q: 3 clusters Score -362510.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -362514.718750 Penalty: 4026.482666
	Iteration 38Q: 3 clusters Score -362514.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -362518.125000 Penalty: 4026.482666
	Iteration 39Q: 3 clusters Score -362518.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -362519.875000 Penalty: 4026.482666
	Iteration 40F: 3 clusters Score -362519.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -362521.750000 Penalty: 4026.482666
	Iteration 41Q: 3 clusters Score -362521.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -362521.937500 Penalty: 4026.482666
	Iteration 42Q: 3 clusters Score -362521.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -362523.750000 Penalty: 4026.482666
	Iteration 43Q: 3 clusters Score -362523.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -362525.250000 Penalty: 4026.482666
	Iteration 44Q: 3 clusters Score -362525.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -362527.218750 Penalty: 4026.482666
	Iteration 45Q: 3 clusters Score -362527.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -362528.031250 Penalty: 4026.482666
	Iteration 46Q: 3 clusters Score -362528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -362529.250000 Penalty: 4026.482666
	Iteration 47Q: 3 clusters Score -362529.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -362528.843750 Penalty: 4026.482666
	Iteration 48Q: 3 clusters Score -362528.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -362529.031250 Penalty: 4026.482666
	Iteration 49Q: 3 clusters Score -362529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -362529.781250 Penalty: 4026.482666
	Iteration 50Q: 3 clusters Score -362529.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -362530.625000 Penalty: 4026.482666
	Iteration 51Q: 3 clusters Score -362530.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -362530.625000 Penalty: 4026.482666
	Iteration 52F: 3 clusters Score -362530.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (16658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Entering Unmasked Estep 
Score: -1807811.625000 Penalty: 2410.720215
	Iteration 0F: 2 clusters Score -1807812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1795901.250000 Penalty: 4821.440430
	Iteration 0F: 3 clusters Score -1795901 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1799687.000000 Penalty: 4821.440430
	Iteration 1F: 3 clusters Score -1799687 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1800072.125000 Penalty: 4821.440430
	Iteration 2F: 3 clusters Score -1800072 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1800413.250000 Penalty: 4821.440430
	Iteration 3Q: 3 clusters Score -1800413 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1800709.500000 Penalty: 4821.440430
	Iteration 4Q: 3 clusters Score -1800710 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1800991.500000 Penalty: 4821.440430
	Iteration 5Q: 3 clusters Score -1800992 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1801324.250000 Penalty: 4821.440430
	Iteration 6Q: 3 clusters Score -1801324 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1801713.375000 Penalty: 4821.440430
	Iteration 7Q: 3 clusters Score -1801713 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1802130.625000 Penalty: 4821.440430
	Iteration 8Q: 3 clusters Score -1802131 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1802544.250000 Penalty: 4821.440430
	Iteration 9Q: 3 clusters Score -1802544 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1802940.250000 Penalty: 4821.440430
	Iteration 10Q: 3 clusters Score -1802940 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1803337.250000 Penalty: 4821.440430
	Iteration 11Q: 3 clusters Score -1803337 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1803667.750000 Penalty: 4821.440430
	Iteration 12Q: 3 clusters Score -1803668 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1803937.750000 Penalty: 4821.440430
	Iteration 13Q: 3 clusters Score -1803938 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1804155.875000 Penalty: 4821.440430
	Iteration 14Q: 3 clusters Score -1804156 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1804340.500000 Penalty: 4821.440430
	Iteration 15Q: 3 clusters Score -1804340 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1804508.500000 Penalty: 4821.440430
	Iteration 16Q: 3 clusters Score -1804508 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1804669.500000 Penalty: 4821.440430
	Iteration 17Q: 3 clusters Score -1804670 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1804809.000000 Penalty: 4821.440430
	Iteration 18Q: 3 clusters Score -1804809 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1804970.375000 Penalty: 4821.440430
	Iteration 19Q: 3 clusters Score -1804970 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1805108.875000 Penalty: 4821.440430
	Iteration 20F: 3 clusters Score -1805109 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1805230.125000 Penalty: 4821.440430
	Iteration 21Q: 3 clusters Score -1805230 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1805332.500000 Penalty: 4821.440430
	Iteration 22Q: 3 clusters Score -1805332 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1805414.625000 Penalty: 4821.440430
	Iteration 23Q: 3 clusters Score -1805415 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1805476.000000 Penalty: 4821.440430
	Iteration 24Q: 3 clusters Score -1805476 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1805518.625000 Penalty: 4821.440430
	Iteration 25Q: 3 clusters Score -1805519 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1805556.250000 Penalty: 4821.440430
	Iteration 26Q: 3 clusters Score -1805556 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1805580.500000 Penalty: 4821.440430
	Iteration 27Q: 3 clusters Score -1805580 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1805601.625000 Penalty: 4821.440430
	Iteration 28Q: 3 clusters Score -1805602 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1805627.500000 Penalty: 4821.440430
	Iteration 29Q: 3 clusters Score -1805628 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1805639.375000 Penalty: 4821.440430
	Iteration 30Q: 3 clusters Score -1805639 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1805646.250000 Penalty: 4821.440430
	Iteration 31Q: 3 clusters Score -1805646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1805658.375000 Penalty: 4821.440430
	Iteration 32Q: 3 clusters Score -1805658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1805669.875000 Penalty: 4821.440430
	Iteration 33Q: 3 clusters Score -1805670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1805676.000000 Penalty: 4821.440430
	Iteration 34Q: 3 clusters Score -1805676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1805674.375000 Penalty: 4821.440430
	Iteration 35Q: 3 clusters Score -1805674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1805677.125000 Penalty: 4821.440430
	Iteration 36Q: 3 clusters Score -1805677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1805679.625000 Penalty: 4821.440430
	Iteration 37Q: 3 clusters Score -1805680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1805679.750000 Penalty: 4821.440430
	Iteration 38Q: 3 clusters Score -1805680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1805684.375000 Penalty: 4821.440430
	Iteration 39Q: 3 clusters Score -1805684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1805684.500000 Penalty: 4821.440430
	Iteration 40F: 3 clusters Score -1805684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1805689.125000 Penalty: 4821.440430
	Iteration 41Q: 3 clusters Score -1805689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1805693.125000 Penalty: 4821.440430
	Iteration 42Q: 3 clusters Score -1805693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1805701.125000 Penalty: 4821.440430
	Iteration 43Q: 3 clusters Score -1805701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1805709.750000 Penalty: 4821.440430
	Iteration 44Q: 3 clusters Score -1805710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1805713.750000 Penalty: 4821.440430
	Iteration 45Q: 3 clusters Score -1805714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1805720.500000 Penalty: 4821.440430
	Iteration 46Q: 3 clusters Score -1805720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1805725.250000 Penalty: 4821.440430
	Iteration 47Q: 3 clusters Score -1805725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1805731.625000 Penalty: 4821.440430
	Iteration 48Q: 3 clusters Score -1805732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1805731.875000 Penalty: 4821.440430
	Iteration 49Q: 3 clusters Score -1805732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1805736.250000 Penalty: 4821.440430
	Iteration 50Q: 3 clusters Score -1805736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1805742.500000 Penalty: 4821.440430
	Iteration 51Q: 3 clusters Score -1805742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1805743.750000 Penalty: 4821.440430
	Iteration 52Q: 3 clusters Score -1805744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1805746.375000 Penalty: 4821.440430
	Iteration 53Q: 3 clusters Score -1805746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1805750.750000 Penalty: 4821.440430
	Iteration 54Q: 3 clusters Score -1805751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1805752.125000 Penalty: 4821.440430
	Iteration 55Q: 3 clusters Score -1805752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1805754.125000 Penalty: 4821.440430
	Iteration 56Q: 3 clusters Score -1805754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1805754.000000 Penalty: 4821.440430
	Iteration 57Q: 3 clusters Score -1805754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1805758.125000 Penalty: 4821.440430
	Iteration 58Q: 3 clusters Score -1805758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1805759.125000 Penalty: 4821.440430
	Iteration 59Q: 3 clusters Score -1805759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1805760.250000 Penalty: 4821.440430
	Iteration 60F: 3 clusters Score -1805760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (13767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Entering Unmasked Estep 
Score: -1510115.375000 Penalty: 2363.447266
	Iteration 0F: 2 clusters Score -1510115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1500061.125000 Penalty: 4726.894531
	Iteration 0F: 3 clusters Score -1500061 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1503108.625000 Penalty: 4726.894531
	Iteration 1F: 3 clusters Score -1503109 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1503416.500000 Penalty: 4726.894531
	Iteration 2F: 3 clusters Score -1503416 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1503636.250000 Penalty: 4726.894531
	Iteration 3Q: 3 clusters Score -1503636 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1503804.000000 Penalty: 4726.894531
	Iteration 4Q: 3 clusters Score -1503804 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1503971.625000 Penalty: 4726.894531
	Iteration 5Q: 3 clusters Score -1503972 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1504123.875000 Penalty: 4726.894531
	Iteration 6Q: 3 clusters Score -1504124 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1504304.625000 Penalty: 4726.894531
	Iteration 7Q: 3 clusters Score -1504305 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1504518.000000 Penalty: 4726.894531
	Iteration 8Q: 3 clusters Score -1504518 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1504747.375000 Penalty: 4726.894531
	Iteration 9Q: 3 clusters Score -1504747 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1505007.875000 Penalty: 4726.894531
	Iteration 10Q: 3 clusters Score -1505008 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1505330.750000 Penalty: 4726.894531
	Iteration 11Q: 3 clusters Score -1505331 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1505731.875000 Penalty: 4726.894531
	Iteration 12Q: 3 clusters Score -1505732 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1506157.000000 Penalty: 4726.894531
	Iteration 13Q: 3 clusters Score -1506157 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1506572.250000 Penalty: 4726.894531
	Iteration 14Q: 3 clusters Score -1506572 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1506886.875000 Penalty: 4726.894531
	Iteration 15Q: 3 clusters Score -1506887 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1507175.500000 Penalty: 4726.894531
	Iteration 16Q: 3 clusters Score -1507176 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1507418.875000 Penalty: 4726.894531
	Iteration 17Q: 3 clusters Score -1507419 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1507600.625000 Penalty: 4726.894531
	Iteration 18Q: 3 clusters Score -1507601 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1507738.875000 Penalty: 4726.894531
	Iteration 19Q: 3 clusters Score -1507739 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1507828.000000 Penalty: 4726.894531
	Iteration 20F: 3 clusters Score -1507828 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1507889.125000 Penalty: 4726.894531
	Iteration 21Q: 3 clusters Score -1507889 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1507941.500000 Penalty: 4726.894531
	Iteration 22Q: 3 clusters Score -1507942 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1507977.750000 Penalty: 4726.894531
	Iteration 23Q: 3 clusters Score -1507978 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1508006.500000 Penalty: 4726.894531
	Iteration 24Q: 3 clusters Score -1508006 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1508024.625000 Penalty: 4726.894531
	Iteration 25Q: 3 clusters Score -1508025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1508040.625000 Penalty: 4726.894531
	Iteration 26Q: 3 clusters Score -1508041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1508048.125000 Penalty: 4726.894531
	Iteration 27Q: 3 clusters Score -1508048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1508062.625000 Penalty: 4726.894531
	Iteration 28Q: 3 clusters Score -1508063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1508071.125000 Penalty: 4726.894531
	Iteration 29Q: 3 clusters Score -1508071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1508087.125000 Penalty: 4726.894531
	Iteration 30Q: 3 clusters Score -1508087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1508096.250000 Penalty: 4726.894531
	Iteration 31Q: 3 clusters Score -1508096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1508108.125000 Penalty: 4726.894531
	Iteration 32Q: 3 clusters Score -1508108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1508114.250000 Penalty: 4726.894531
	Iteration 33Q: 3 clusters Score -1508114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1508118.875000 Penalty: 4726.894531
	Iteration 34Q: 3 clusters Score -1508119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1508118.500000 Penalty: 4726.894531
	Iteration 35Q: 3 clusters Score -1508118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1508123.250000 Penalty: 4726.894531
	Iteration 36Q: 3 clusters Score -1508123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1508125.625000 Penalty: 4726.894531
	Iteration 37Q: 3 clusters Score -1508126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1508125.625000 Penalty: 4726.894531
	Iteration 38F: 3 clusters Score -1508126 nChanged 0
--- Evaluating fit on full set of 1944630 points ---
Entering Unmasked Estep 
Score: -194817312.000000 Penalty: 193923.953125
25->55 Clusters: Score -194817312.000000, best is -194929504.000000

Main iterations: 0 (time per=infms)
Total iterations: 102619 (time per=199.182892ms)
Iterations metric 2: 2556496445440.000000 (time per=7.995297ns)
Iterations metric 3: 76694845128704.000000 (time per=266.510079ps)

That took 20439.949219 seconds.
